{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Theory 3: Advanced Plotting with Matplotlib\n", "\n", "This notebook provides an introduction to advanced plotting capabilities in Python, primarily using the **Matplotlib** library. We will cover everything from basic plot customisation to 3D surfaces.\n", "\n", "First, let's import the necessary libraries." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D # For 3D plots\n", "import time\n", "from IPython.display import display, clear_output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Simple Plots and Customisation\n", "\n", "Matplotlib offers a wide range of capabilities for plotting. For a simple plot, we first create some data and then use `plt.plot()`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(-1, 1, 1000)\n", "plt.plot(x, np.sin(4 * np.pi * x));\n", "plt.figure()\n", "plt.plot(x, np.cos(4 * np.pi * x));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To change the look of the line, you can add a format string (e.g., `'r--'` for a dashed red line) or use keyword arguments." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dashed red line\n", "plt.plot(x, np.sin(4 * np.pi * x), 'r--');" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Black dash-dot line, extra thick\n", "plt.plot(x, np.sin(4 * np.pi * x), color='black', linestyle='-.', linewidth=3);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To impose another plot on the same axes, simply call `plt.plot()` again in the same cell." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(x, np.sin(4 * np.pi * x), 'r--', label='sin(4Ï€x)') # Add a label for the legend\n", "plt.plot(x, np.cos(2 * np.pi * x), color='blue', linewidth=2, label='cos(2Ï€x)')\n", "\n", "# To make plots look nicer, add labels, titles, and legends\n", "plt.title('sin(4Ï€x) and cos(2Ï€x)', fontsize=16)\n", "plt.xlabel('x', fontsize=20)\n", "plt.ylabel('y')\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Subplots\n", "\n", "We can create figures with multiple plots using `plt.subplot()` or the more flexible `plt.subplots()`." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 6)) # Create a figure of a specific size\n", "\n", "# subplot(rows, columns, index)\n", "plt.subplot(2, 1, 1)\n", "plt.plot(x, np.sin(4 * np.pi * x))\n", "plt.title('sin(4Ï€x)')\n", "\n", "plt.subplot(2, 1, 2)\n", "plt.plot(x, np.cos(2 * np.pi * x))\n", "plt.title('cos(2Ï€x)')\n", "\n", "plt.tight_layout() # Adjusts subplot params for a tight layout" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Plotting Matrix Columns and Logarithmic Scales\n", "\n", "If the second argument to `plot` is a 2D array (matrix), each column will be plotted as a separate line." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_vec = np.linspace(0, 5, 100)\n", "M = np.array([np.exp(x_vec), np.exp(1.2*x_vec), np.exp(1.4*x_vec)]).T # .T transposes the matrix\n", "\n", "plt.plot(x_vec, M);\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The third column dominates the plot. We can use a logarithmic scale on the y-axis to see all the lines more clearly." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.semilogy(x_vec, M)\n", "plt.grid(True) # Display a grid\n", "plt.title('Logarithmic Plot')\n", "plt.xlabel('x')\n", "plt.ylabel('y (log scale)');\n", "\n", "# See also plt.semilogx() and plt.loglog()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Combining Loops and Subplots" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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kNDQ04I477kBjYyNeeuklDB8+vMU5UVFR+OyzzwAA99577yVbr1m+b9iyhw2RVATR3vYKIiK7cvfdd2PlypXYt28fhg4dKnU47fbBBx9g4cKFePXVV7F48WKpwyEiIrKJEydOYMCAAbj++uu7LfnuSgaDAQkJCdBqtcjLy4OXl5fUIRF1KSbeRHRFZ8+eRd++fTF16lR8//33UofTLgaDAUlJSdDr9Th16hQ8PDykDomIiMhmFixYgE8++QQHDx5Eamqq1OG0yyeffIL58+fjnXfewYMPPih1OERdjok3EV3V448/jv/85z8ON5B/+umnmDdvHj7//HPMmTNH6nCIiIhsqri4GH369EF6erpD3Sw3GAxITk6GXC7H0aNHoVAopA6JqMsx8SYiIiIiIiKyITZXIyIiIiIiIrIhJt5ERERERERENsTEm4iIiIiIiMiGXLZzgclkQnFxMXx9fSEIgtThEBERWYmiCI1Gg4iICMhkrn2PnOM1ERHZq/aM1y6beBcXFyM6OlrqMIiIiFpVWFiIqKgoqcOQFMdrIiKyd20Zr1028fb19QVg/o/k5+cncTRERETnqdVqREdHW8cqV8bxmoiI7FV7xmuXTbwty9X8/Pw4kBMRkV3i0mqO10REZP/aMl67duEYERERERERkY0x8SYiIiIiIiKyISbeRERERERERDbExJuIiIiIiIjIhph4ExEREREREdkQE28iIiIiIiIiG2LiTURERERERGRD3bKP96ZNm3Dw4EHceOON6Nu371WP1+v1+O2335Cfn4/ExERMmTIFMpms3ccQERFR21VUVGD16tVwc3PD/Pnz23TOmTNnsHHjRigUClx33XWIiorq0DFERETOzKaZ6ubNm9G3b188//zz+Mtf/oIDBw5c9RyNRoPRo0dj8eLFyMzMxP3334/rr78eOp2uXccQERFR2917771ITU3FO++8gyVLlrTpnOXLl2PgwIHYsGED1qxZg6SkJPz666/tPoaIiMjZ2TTx9vb2xvfff48tW7a0+ZwlS5agrKwMe/fuxccff4zdu3cjIyMDH374YbuOISIiorabOnUqzp49i9tuu61Nx1dXV+Ohhx7Ciy++iG+//RY//fQTFi5ciAULFkCv17f5GCIiIldg08R7+PDhSE5Obtc53377LWbOnImAgAAAQGRkJG666SZ888037TqGiIiI2m7mzJlQKpVtPv63336DVqvFvHnzrI8tXLgQJSUl2L59e5uPISIicgXdUuPdVjqdDjk5OUhKSmrxeHJyMtatW9fmYy6nqakJTU1N1t/VanUXRk5E1D3qmgzIKqrFiRINCmsaUFzbiAadEVq9EQqZDD4eCgR6uSEuxBsJId5IjQ5ED38PqcMmJ3T8+HGEh4dbb4IDQO/evaFQKHD8+HFce+21bTrmYhyvL6Vq0OO37BJk5FajuLYR7goZ+oT7YlLfMIxKCIYgCFKHSGRT9U0GrM0uxc6cShTXNsJNLkNCiDcmJIVhfJ9QyGT8DJD9s6vEu76+HqIothigASAgIAAajabNx1zOkiVL8Nxzz3V1yERENneiVI3fs8uw4XgZjharYBLbd350kCfGJoZi6oCeGJkQBIWcjSip8zQazSVjsSAI8PPzs47HbTnmYhyvz9MZTHh/aw4+3HYWdU2GFs9tP12Jj3fkIrmHL569uT9GJgRLFCWR7ZhMIj7blYf/bjqN2oaW5SnbT1fi8935iA/xxv/d1A8Tk8MkipKobewq8fby8gJw6d1tlUoFb2/vNh9zOU899RQWLVpk/V2tViM6OrpL4iYi6moNOgPWHCrGV3sLcOScqsVzkQGeGBjpj9hgL0QGesLXQwGlQg6DSUSd1oAKTRPyqupxqkyD4yVqFFY3YmVGAVZmFCDExx0zh0Xj7hGxiAjwlOjdkTPw8vK67Gy0RqNpMWZf7ZiLcbw2K1E14r7l+5F9zvzfr0+4D6YO7ImEUB9odUYcLKjBz1klOFGqwZ0f7sEj1/bG45P7cOaPnEZVXRMeXnkIu89WAQDigr1wU0oEEsN9oDOYkFWkwo+Hi5FbWY8/frYP946KxTM39YMbby6TnbKrxFupVCI2NhY5OTktHs/JyUFiYmKbj2nt2u2pXSMikkJ9kwHLd+fjo+1nUV1v3qnBXS7DuD6hmNIvHOOTQhHu1/al4xqtHvvzarDuWCnWZpeisk6Hdzbn4P2tZzEjNRKPTU5EdJCXrd4OObGkpCSUlZWhvr7emkTn5+dDr9dbx+O2HHMxjtfAmXIN5ny8F8UqLQK83PDczf0xLSWiRVJ9x7Bo/O36ZLy89gS+3leItzadQYlKi5dvS4GcyTc5uOLaRsz+OAM5FfXwdJPj6Rv7YtbwmBb/tv8wNBpP3pCMN9efwrIdufh8dz7O1Tbi3buHwF3B5Jvsj+T/Knft2oW3337b+vv06dPx7bffQqvVAjB3RP3pp59wyy23tOsYIiJHYjSJWJGRj7GvbMbLa0+gul6HmCAvPHNjX+z5+yQsu3co7hgW3a6kGwB8PdwwMTkMS25Nwd6nJ+O9uwdjVEIwjCYRqw8W4drXt+Afa7JRU8/tGOnqXnvtNRw8eBAAcP3110MQBHz99dfW5z/77DMEBgZi/PjxbT6GWiqubcTdyzJQrNIiIdQbPz8yBtNTIy87kx3o7Y6XbkvB638YBLlMwHcHivDk6iyIYjvrUYjsSHW9DrM+2oOcinpE+Hvgp0euwT0jYy97Q8lbqcAzN/XDR3OGQqmQYcPxcjy08iAMRpMEkRNdmSDa8K9zQUGBtdP4X/7yF8yaNQuDBw9GSkoKpkyZAgB49tlnsXTpUtTW1gIAKioqMGrUKAQHB2Py5Mn48ccf4e7ujm3btlnvlrflmKtRq9Xw9/eHSqWCn59f1795IqI2OlxYi3/8kI2sIvOS8rhgLzxybSKmp0bYrB47s7AWr687ie2nKwEAQd7ueHpqX9w6OJKNmuyAFGPU119/jaKiIqxbtw4HDx7Ek08+CcDchdzHxweAuT77zTffxGOPPQYAePPNN/H0009j/vz50Gq1WL58OT755BPcfffd1uu25ZgrcaXxWqPV4/b3duNkmQZ9wn3w9f2jEOTt3qZzfz1Sgke+OgSjScRTNyTjT+N72Thaoq7XZDDinmUZ2JdXg6hAT6z60yhEtrEsatupCixYvh86gwl/GpeAp6b2tXG0RO0bo2y61LypqQmlpaUAgCeeeAIAUFpaitjYWOsxo0ePhtFotP4eGhqKQ4cOYeXKlSgoKMATTzyBO++8Ex4eHu06hojI3umNJvx342m8s/kMTCLgq1Rg0ZQ+mD0y1uYN0FKjA/DF/BHYlVOJZ388ilNldXji28P4/tA5vH7HoHbPrJPjq6qqQmlpKVJSUpCSkmIdvy8co5944gkMGTLE+vvjjz+OUaNGYe3atVAoFNi7dy8GDRrU4rptOYYAURTxzJpsnCzTIMxXiU//OLzNSTcATB3YE5V1Tfi/H47ipbUn0D/CH2MSQ2wYMVHXW/LrCezLq4GvhwKfzh3W5qQbAMb1CcUbdwzCwysP4YNtZzEwyh83pUTYMFqi9rHpjLc9c6U76ERkf3Ir6/HYqkwcLqwFANw8KALP3NQXYb7dn/DqDCYs23EW/914Glq9CYFebnjtD4MwqW94t8dCZhyjznOV/xarDxThiW8PQy4T8M2fRmJIbFC7ryGKIp763xF8va8QPfw88Ptj4+Dv5WaDaIm63paT5Zj76T4AwCdzh+La5I6NQS/9dgLvb82Bn4cC6x4fzy01yabaM0ZJXuNNRORqNp0ow81v7cDhwlr4eSjw1qw0/HdWmiRJNwC4K2R4cEJv/PLnsegf4YeaBj3mf74f//71OIzt3buMiNqtXKPFsz8dBQA8OimxQ0k3YC4F+L9p/RAf4o1S9flrEtk7tVaPv36XBQCYOzquw0k3ACye0gcpUf5Qaw146n/seUD2g4k3EVE3EUUR72w+g/mf74emyYBhcYH4/fFxmDbIPpbC9Qr1wf8eHI1518QDAD7cdhYLPt8HtVZ/lTOJqDOW/HoCGq0BAyP98dDE3p26lpe7Aq/fMQgyAfj+0DnsyqnsoiiJbGfp+tMo1zQhPsQbT96Q3KlrKeQyvP6HQXBXyLD5ZAV+zirpoiiJOoeJNxFRN9AbTXjim8N49feTEEXgnpExWLFgJHr629de2kqFHP83rR/empUGZfOXllvf3YXC6gapQyNySrtzqvD9oXMQBOBfMwZ0yVZgg2MCcc9Icz+dZ388Cj07PJMdO1Gqxue78wAAz97cHx5u8k5fMzHcFw9NMN/EWvLrcTToDJ2+JlFnMfEmIrKxBp0B9y/fj/8dOge5TMC/bxmIf80YaNf7jE4bFIFvF45CuJ8SZ8rrcPv7u3CqTCN1WEROxWQS8VzzcvC7R8RgUHRAl137ifQkBHm741RZHVbsye+y6xJ1JVEU8eyPR2E0ibi+fw+M7xPaZdf+0/gERAZ4olilxftbcrrsukQdZb/f+oiInEBtgw73LMvA5pMV8HCT4aM5Q3DXiBipw2qTlKgA/PDQGPQJ90GZugl3fLAbhwpqpA6LyGn8lFWME6Ua+HoosHhKUpde29/LDYvS+wAA3t6cwxk/sks7zlRiz9lquCtkeOamrt3+y8NNjmduNF9z2Y5cVNU1den1idqLiTcRkY2oGvS4e1kGDhaYm6itWDCiUw1jpNDD3wPf/GkUUqMDUNv8fg7kV0sdFpHDMxhNWLrhNADg/rEJCPBq+9ZhbTVzWDRigrxQWdeE5bs56032RRRFvL7uFADzio+oQK8uf43rB/TAwEh/NOiM+HDb2S6/PlF7MPEmIrIBtVaPOZ9k4GixGsHe7vh24egOdyqWWoCXO1YsGIHRvYLRoDNi7if7kFVUK3VYRA5t9cEi5FbWI8jbHX8cE2+T13CTy/DopEQAwPtbc6Bho0SyI5tPliOzsBYebjI8MKGXTV5DEATryo/Pd+ehXKO1yesQtQUTbyKiLlbXZMAfP92Hw0UqBHq5YcV9I5DUw1fqsDrFW6nAsnuHYnh8EDRNBsz+eC+OFaulDovIIRlNIt5trjl9YHwv+CgVNnutGWmR6BXqjdoGPWe9yW6Iomhd8XHvqDibbqc5ISkUqdEB0OpN+GArZ71JOky8iYi6kM5gwp++2I8D+TXw81Dgi/kjkNzDT+qwuoSXuwKfzB2GtJgAqBr1uOfjDJytqJM6LCKHs/5YKfKrGhDg5Ya7R9q254NcJli3KPt8Vx6aDEabvh5RW2TkViOrSAWlQob7xyXY9LUEQcBjk80rP77eWwBVI1d+kDSYeBMRdRFRFPG31VnYeaYK3u5yfDF/BAZE+ksdVpfyUSrw2R+HY2CkP6rrdZj76T5UsmENUZuJoogPmmtNZ4+MhZe77Wa7LW5KiUC4nxLlmib8mFls89cjuppl282fgduGRCHYR2nz1xvfJxR9wn1QrzNi1b4Cm78e0eUw8SYi6iKvrTuJ75u3DHv3niFdujWQPfH3dMMnc4chOsgTBdUNWPD5fjTqOItG1BYH8mtwqKAW7nIZ5oyK65bXdFfIMHe0uY582fZciKLYLa9LdDk5FXXYcLwcADDfRv0NLiYIAhaMMc+sf7Yzj3vbkySYeBMRdYGVGQV4Z7O5ZnPJrQO7dC9SexTqq8RnfxyOAC83ZBbW4s9fH4LRxC/zRFfz8Y5cAMCtgyMR6mv7mT6Lu0bEwNtdjpNlGmw/Xdltr0t0sU+aPwOT+4ahV6hPt73u9LQIhPgoUazS4tcjJd32ukQWTLyJiDop42wV/u+HbADAY5MTccfQaIkj6h69Qn3w0ZyhcFfIsP5YGV5bd1LqkIjsWrlGi/XHygAAc6+J69bX9vd0w+1DogAAKzLYZI2kUddkwPeHzgEA5nXTbLeFUiHH7JGxAIAv2GiQJMDEm4ioE4prG/HQyoMwmERMGxRh3brHVQyLC8Krt6cAAN7bkoNfsjiLQNSab/cXwWASMTgmQJKmi3c3Jx0bjpejTM1tlaj7/XS4GA06IxJCvTEqIbjbX3/W8GjIZQL259fgVJmm21+fXBsTbyKiDtLqjXjgywOorNOhb08/vHzbQAiCIHVY3W56aqS1K+3ibw/jRCm3GSO6mMkk4uvmpk53jYiVJIY+4b4YGhsIo0nEN/sKJYmBXNtXe82fgVnDYiQZL8P8PDC5b1iLWIi6CxNvIqIOEEURz6zJxuEiFQK83PDh7CHd0p3YXv31uiSM6R2CRr0R9y8/gNoGndQhEdmVHWcqUVjdCF8PBW4c2FOyOO4aYd6+7Ot9hezLQN0q+5wKWUUquMtluK257EEKs4abPwP/O3gOWj0bg1L3YeJNRNQBq/YV4rsDRZAJwNuzBiM6yEvqkCSlkMvw1qw0a6fzv36Xxc7JRBdYmWGeXbttcBQ83eWSxTF1YE/4e7rhXG0jtp+ukCwOcj2WFR9T+ocjyNtdsjjGJoYiMsATqkY9m6xRt2LiTUTUTqfKNHj2p6MAgL9cl4wxiSESR2QfAr3d8d7dQ+Aul2HdsTIsZ/MaIgBAdb0OG46bm6rdOVza5osebnLMSI0AAKxpbnJFZGuNOiN+OGTeQ/6u5hlnqchlAmYOM38O/3eQnwHqPky8iYjaQas34uGVB6HVmzA2MQR/aq5tJrMBkf54amoyAODFX47jaLFK4oiIpPdLVjEMJhEDIv0kaap2sVsGm5f5/n60DPVNBomjIVew4XgZNE0GRAd5YqQETdUudktaJABgZ04lGw1St2HiTUTUDs//fAynyuoQ4qPEG3ekQiZzvWZqVzN3dBwm9w2HzmjCIysP8Ys9uTzL9kkzUiMljsRsUJQ/4kO80ag3Ym12qdThkAv4IdP8GZg+KNIuxs3oIC8MjQ2EKAI/ZhZLHQ65CCbeRERt9NuREqzMKIAgAEtnpiLUVyl1SHZJEAS8ensKevp74GxlPf7RvMc5kSsqqGrAwYJayATg5kERUocDwPwZtcz4rcnkUluyrZp6HbacNPcTmJ5qH58BAJjR/Bn4niUX1E2YeBMRtUG5Wosn/3cEAPDA+F6s676KQG93/OfONMgEcw0dZ9XIVVkS22t6hyDMz0PiaM6zzL7vPMOltmRbv2aXwGAS0a+nHxLDfaUOx+rGgT3hJhdwrESNk6Xc05tsj4k3EdFViKKIp/53BKpGPQZE+uHx9D5Sh+QQhscH4U/jewEAnv7+CCrrmiSOiKh7iaJoTbyn28kyc4uYYPNSW5N4fhkwkS1YmqrZ02w3YL5BPL6PeU9vrvyg7sDEm4joKr47UISNJ8rhLpfhjTtS4Sbnn862emxyIpJ7+KKqXodnvs/mFmPkUrLPqXG2oh5KhQzX9Q+XOpxLWJba/nKEK1LINs7VNmJvXjUEAbjZzhJv4HyTtR8zizk+kc3x2yMR0RUU1zbi+Z+OAQAWTemDPna0TM4RKBVyvH7HIChkAtYeLcUPbGJDLuTXbPMewZP6hsHXw03iaC51Xf8eEATgcGEtimoapA6HnNAvWea/+cPigtDT31PiaC41qW8YPN3kOFfbiCPnuAsH2ZaiO15Ep9OhqqoKoaGhUCiu/JLnzp2DXq+/5HFPT0+Eh5vvFqtUKtTU1LR4XiaTISZG2n0Bici5iKKIv63OgqbJgMExAbhvLLcO64j+Ef54dFIiXl9/Cv/3QzZGJgSjh7/91LpSS1VVVZDL5QgICLjicfX19aioqLjscz179oRSaW4+mJ+ff8lMUlBQEPz8pN9Wy5ZEUbT2NrhhQE+Jo7m8UF8lhscFISO3GmuzS7GAf+Ooi/1+1Lx//U0p9vkZ8HCTY2JyKH49UorfskuREhUgdUjkxGw+4/3CCy8gKCgIycnJCA0NxXvvvXfF4+fMmYMJEya0+ImPj8ejjz5qPeatt95CUlJSi2NuuukmW78VInIx3+4vwvbTlfBwk+G1PwyC3A62QHFUD0zohUFR/lBrDfjnj+xybo9OnTqFYcOGISoqCuHh4Zg4cSKKi1tfobBp06ZLxuu0tDTEx8cjNzfXelyvXr0wYsSIFsd999133fGWJHWyTIPcynq4K2SYmBwmdTitumFADwDAb2yASF2sXK3FgXzzRNmUfj0kjqZ11zffGFubXcrl5mRTNk28V6xYgSVLluDXX3+FSqXCxx9/jEceeQQbN25s9ZyNGzciLy/P+vO///0PAHD33Xe3OC4tLa3FcVlZWbZ8K0TkYirrmvDir8cBAE+kJyEh1EfiiBybQi7Dy7enQCET8PvRMnY5tzMGgwHTp09HTEwMampqUFlZCaPRiDvvvLPVc6ZNm9ZiHM7Ly8PYsWMxePBgJCcntzj2888/b3HcvHnzbP2WJGf5Nz4uMQQ+ym5ZYNghlqTjQH4NSlXsbk5dZ90x82x3anSAXa9yujY5DO4KGXIr63GyjN3NyXZsmni/++67uPXWWzFu3DgAwK233ooxY8Zcddb7Qh9//DEiIiIwderUS56rrKxEXV1dl8VLRGTxws/HoGrUo3+EH/54TZzU4TiF5B5++NN481LWf/6YDbX20rIiksbmzZtx4sQJvPzyy/Dw8ICvry+ef/55bN++HdnZbVuhUFJSgt9++w333XffJc/pdDqUlrrWbJIl8b7eTpeZW/Tw98CQ2EAAwO9HeUOMuo7l39P1A+x3thsAfJQKjGveIvRXNhokG7JZ4m0ymXDgwAGMHj26xeNjxozBvn372nQNrVaLlStXYt68eZDL5S2e27t3L3r37o3g4GD0798f69ev77LYici1bT1VgR8yiyETgJduTYGCXcy7zCPXJiI+xBtl6ia8svaE1OFQs3379iE0NBS9e/e2PnbNNddYn2uLzz//HO7u7rjrrrsuee62225D//794ePjgwcffBAajXPPKuVW1uNEqQYKmYDJfe13mbmFZbn5r0dKJI6EnIWqQY/dOVUAzE387N355eb8DJDt2OzbpEajQVNTE4KDg1s8HhIS0mozloutXr0aKpUK8+fPb/F4UlISdu7ciZqaGqjVakydOhXTpk3D0aNHW71WU1MT1Gp1ix8ioos16ox4Zs0RAMDc0fEYGOUvcUTOxcNNjhdvGQAA+HJPAfbnVUscEQFARUXFJeO1m5sb/P392zxmf/LJJ5g5c+YlTdOeeeYZVFVVoaqqCjt37sQvv/yCBx98sNXrOMN4bZntHtUrGAFe7hJHc3WWxGhfXjVq6nUSR0POYOOJMhhMIpLCfREf4i11OFeV3jccCpmAU2V1OFvB1bRkGzZLvGUy86UNBkOLx/V6/SWz1635+OOPkZ6ejri4uBaP/+EPf8CoUaMgCAKUSiVeeeUVRERE4Isvvmj1WkuWLIG/v7/1Jzo6un1viIhcwtKNp1BY3YgIfw88MaWP1OE4pdG9QnDH0CgAwN+/PwK90SRxRCSTyS4Zr4G2j9nbtm3D6dOnL7vM/Nlnn7Um46mpqXjuueewcuVKNDRcfvsqZxivNxw317ZOcYCZPgCIDvJCcg9fmETzih+izrIsM7fH/esvx9/LDSMTzDcfN50olzgaclY2S7x9fX3h7++P0tKWtRKlpaWIjIy86vk5OTnYsmXLZQfxiwmCgNjYWOTl5bV6zFNPPQWVSmX9KSwsvOp1ici1nCrTYNl2czfm56cPgLcdN0RydH+f2heBXm44VVaHL3bnSx2Oy4uKikJ5eXmLGmyNRoOGhoY2jdnLli1D//79MWrUqKseGx8fD5PJhIKCgss+7+jjdXW9DgcLzJ2cJ9lxN/OLTWpeEr+RSQd1UqPOaL2Bc52d13df6Nrmz+vG4/wMkG3YtHBx/Pjx+P3331s8tnbtWowfP976e21t7WUH308++QQhISGYPn36Jc8ZjcYWv2s0Ghw5cgS9evVqNRalUgk/P78WP0REFqIo4tkfj8JoEjGlXzgm93OMu/SOKsDLHX+93tz5+s31p1ChaZI4Itc2YcIEqNVq7N692/rY2rVrIZPJMHbsWOtjeXl5lyz9VqvVWL169WVvlF88XgPArl274O7u3upMtqOP11tPlUMUgeQevogI8JQ6nDa7Ntn8N2/LyXKuQqFO2ZVTCa3ehMgAT/Tr6TifX8vNp3151Wz+STZh08T773//O7Zs2YLnn38ehw4dwqOPPor8/HwsXrzYeszSpUuRkpLS4jyj0YjPP/8cc+fOhZub2yXXvfbaa7F8+XIcOXIEmzdvxs033wyZTHbFmjEioiv5LbsUu3KqoFTI8I+b+kkdjku4Y2g0UqL8oWky4GU2WpNUWloapk2bhvvuuw9bt27F77//jscffxwLFixoMeMdHx+PTz75pMW5K1euhNFoxOzZsy+57qeffoqHH34YmzdvRnZ2NpYuXYp//etfWLx4Mby97b/usyMss2WTHKCp2oVSowMQ5O0OjdaA/Xk1UodDDmzzSfNn4NrkMAiCIHE0bRcb7I2EUG8YTCK2n6qUOhxyQjZNvEeMGIG1a9di+/btuPPOO5GTk4PNmzcjMTHRekxAQABiYmJanLd7924oFAosWLDgstf97LPPsHPnTsyePRtPP/00Bg0ahCNHjrRpORwR0cUadUa8+It5z+4/je+F6CAviSNyDXKZgOdu7g8A+O5AEQ7k88u+lL766ivccMMNeOihh/C3v/0NCxYswFtvvdXimNjY2EtmoDds2IB58+YhKCjokmvOmzcPQ4cOxb///W/ceeed2LhxI5YvX44XX3zRpu9FKnqjCdual9haZpAdhVwmYEJSKABg04kyiaMhRyWKIjafMH8GJiaHShxN+1nKQzbyM0A2IIiutKnmBdRqNfz9/aFSqRxuGRsRda031p/CfzeeRmSAJzYsGg9P97Y1gKSu8dfvDuOb/UXoH+GHHx8eA7nMcWZIbIVj1HmO9N9iz9kq3PnhHgR5u2Pf05Md7t/yr0dK8OCKg0gI8camxROkDocc0OkyDdLf3AZ3hQyH/2+Kw42nu3OqMOsjx/0MU/drzxjFzWmJyKUVVjfg/a05AICnb+zrcF8SnMFfr0+Gr4cCR4vV+Grv5RtuETmCzc2NySb0CXXIL+xjE0OgkAk4W1nPLZWoQyzLzEclBDvkeDo0LhC+HgpU1+twuKhW6nDIyTDxJiKX9q9fjkFnMGF0r2Dc4EDdV51JiI8Si9LNW7e9sf4Um9qQw7J0BJ/oQN3ML+Tr4YYRCeaSAW6pRB1hXWae5HjLzAHATS7D+D7NJRfsbk5djIk3EbmsjLNV+P1oGeQyAc/e3N+hmsA4m3tGxiIh1BvV9Tq8tyVH6nCI2q2gqgFnyusglwkY18cxkw7gfG069/Om9lJr9diXVw0AmJDkmDefgAu2FePNJ+piTLyJyCWZTCL+/au5odqs4dHoE+4rcUSuzU0uw1M39AUAfLwjF0U1DRJHRNQ+W0+Zv6QPiQ2Ev+elO7I4ivF9QgAAGbnV0Oov3Q6OqDU7T1fCYBKREOKNuBDH3bVgfJ9QCAJwvESNco1W6nDIiTDxJiKX9POREhwuUsHbXY5HJ/WROhwCMLlvGEYmBEFnMOG1309KHQ5Ru2w/bd5+aLwDz3YDQK9QH/T094DOYEJGbrXU4ZADsdR3O2qphUWwjxL9I8xNsnae4bZi1HWYeBORy2kyGPFK877RC8f3QqivUuKICAAEQcDTU817qK/JLMbhwlppAyJqI4PRhN05VQCAMb1DJI6mcwRBwNhE83vYzuXm1EaiKGJb897XExy0vvtCYxPN74H7eVNXYuJNRC5n+a58FNU0ItxPiQVjE6QOhy4wMMoft6ZFAgBe/OU4XHTHS3Iwh4tU0DQZ4O/phgGR/lKH02nWpOM0kw5qm5yKOpSqtVAqZBgWFyR1OJ1mvfl0ppLjEHUZJt5E5FJqG3R4a9NpAMATU5IccrsTZ7f4uiQoFTLszavGumNlUodDdFXbT5tnhq/pHeyQ24hdbEzvEAgCcLJMgzI1a1zp6nY036QZFhcEDzfHH1eHxAbC002OCk0TTpZppA6HnAQTbyJyKW9tOgO11oDkHr64bXCU1OHQZUQEeGLB2HgAwEu/nYDeaJI4IqIrsyQdY3o7/hJbAAj0dkdK88w9Z72pLXacMZdaXOPgpRYWSoXcurUel5tTV2HiTUQuo7C6Act35wEAnpra1ylmppzVwvG9EOTtjtzKeqw+UCR1OESt0mj1ONTcj8CyPNUZnF9uzjpvujKD0YQ9Z52jx8GFLJ+BbfwMUBdh4k1ELmPphtPQG0WM6R3i8J2HnZ2vhxsenNALAPCfjae5rRHZrT1nq2E0iYgL9kJ0kJfU4XQZy02EHacrYTKxxpVad7hIhbomAwK83NCvuRu4M7B8BvZyaz3qIky8icglnCnX4PtD5pnTxdclSRwNtcU9I2PR098DJSotvtyTL3U4RJdlmREe40Sz3QCQFhMIb3c5qup1OFailjocsmOWLbdG93KOHgcWiWE+CPdToslgwv68GqnDISfAxJuIXMKb60/DJALp/cKRGh0gdTjUBh5ucjw6KREA8O6WHNQ1GSSOiOhSzlbfbeGukGFkQjAA7mVMV7aj+d+Hs9R3W5i31mPJBXUdJt5E5PSyz6nwy5ESCALwxJQ+UodD7XD7kCjEh3ijul6Hj7fnSh0OUQvnahtxtrIeMgEY1StY6nC6nOU97W6u3yW6WH2TAYcKzLPBzlTfbXFNb/NnYFcOPwPUeUy8icjpvbH+FABgWkoEkns4T/2ZK1DIZViUbr5Z8tH2s6ip10kcEdF5O5tnuwdFB8Df003iaLqeZcZ7X241dxegy9qbVw29UURUoCdinKjHgcWoBPPNhKPFKqga9RJHQ46OiTcRObUD+dXYdKIccpmAx9M52+2IbhzYE/16+qGuyYD3tuZIHQ6RlWUmeLQTznYDQL+efvD3dEO9zogj51RSh0N2aKe11CIEguA89d0WPfw9EB/iDZNovgFF1BlMvInIaYmiiFd/PwkA+EPzkmVyPDKZgL80N8T7fFceytRaiSMiMv99sWyhZJkVczYymYAR8ea9jHdzqS1dhrPWd1/IsvKDJRfUWUy8ichp7TxThT1nq+Eul+GR5iZd5JgmJIViSGwgmgwmvLeFs94kvYLqBpSotHCTCxgcGyB1ODZjqfPew6SDLlJdr8OJUg0A5+xxYDEywXzziZ8B6iwm3kTklERRxOvrzbPdd42IQWSAp8QRUWcIgoDHJ5tLBb7aW4ByznqTxCxfwgdFBcDLXSFxNLZjSaj259VAZ2CdN523t3npde8wH4T4KCWOxnZGNc94HytRo7aBfUao45h4E5FT2n66EocKaqFUyPDgxF5Sh0Nd4JrewednvVnrTRLbc9acdFiWoTqrPmG+CPJ2R6PeiMNFtVKHQ3YkI9d888lSjuCswvw80CvUG6IIZLDOmzqBiTcROR1RFPHfjacBAHePiEWYr4fEEVFXEAQBj002lwyszOCsN0nnwvpuZ0+8ZTLButSWdd50oYzmm08jnPwzAFywtR4/A9QJTLyJyOnsPluF/fk1cFfI8KfxCVKHQ11oTO8QDI4JQJPBhPe3npU6HHJRhdWN1vruIbGBUodjc6N6mRtnMekgC1WjHsdL1QCAkU4+4w2cb6DIOm/qDCbeROR0LLPds4ZFI9yPs93OxDzrba71XpGRj3INZ72p+1m+fKdGB8DTXS5xNLZnqXE9UFADrd4ocTRkD/bnVUMUgfgQb4S5wDg7onnVx4lSDarrWedNHcPEm4icSsbZ853MF05gbbczGpsYgrTmWe8POOtNEnCVZeYWvUK9EeqrhM5gwqGCWqnDITtgqXV29vpuixAfJfqE+wAwf88g6ggm3kTkVN7adAYA8IehUejpz07mzkgQBDzavD3ciox8VGiaJI6IXIkr1XdbCIJgnfW2NNQi12ZJPi0zwa5gFPfzpk5i4k1ETuNAfjV2nKmEQibgAc52O7XxfUKRGh0Ard6ED9jhnLpRYXUjii37d8c4f323xbDmmc19eezq7OrqmgzILjbXd4+Id42bT8D5G2172dmcOsjmiXdmZibmzJmD8ePHY8GCBThz5swVj//ss88wcuTIFj/p6emdvi4ROb//bjT/HbhtcBSiAr0kjoZsSRAEPDrZMutdwJq7LqDX6/H6668jPT0dN9xwAz744AOIonjFc8aMGXPJmL1q1apOX9eeuVp9t8XwOHPifaigFnoj9/N2ZfvzqmE0iYgO8kREgOusLBva/Bk4WaaBqkEvcTTkiBS2vHh2djbGjBmDOXPm4Mknn8Ty5csxcuRIZGZmIioq6rLnFBUVoa6uDsuWLTsfpKJlmB25LhE5t8zCWmw9VQG5TOC+3S5iQp9Q9I/ww9FiNT7blYdF6X2kDsmhLViwAJs3b8arr74KrVaLxx9/HLm5uXjppZdaPWfPnj147bXXMHLkSOtjcXFxnb6uPbPUtg53kdpWi8QwH/h7ukHVqMexYjUGRQdIHRJJ5Hx9t+vMdgNAqK8S8SHeyK2sx4GCalybHC51SORgbJp4v/DCC0hNTcW7774LAJgyZQqSkpLw+uuv480332z1PB8fnxaDeFddl4ic19ubzJ3MZ6RGIjbYW+JoqDsIgoCHJvbGgysO4rOdubh/XAJ8lDYd1pzW8ePHsXz5cqxfvx6TJ08GYK5lvv/++7F48WKEhIS0em5ycnKrY3ZnrmuvDuSbk45hca6VeMtkAobGBmLjiXLsy6tm4u3CrPXdLnbzCQCGxQUit7Ie+/JqmHhTu9l0qfnGjRsxbdo06+9yuRw33ngjNmzYcMXzcnJykJ6ejmnTpuGFF15AXV1dl1yXiJzTiVI1NhwvhyAAD3G226Vc178HEkK8odYasDIjX+pwHNbGjRvh7e2NiRMnWh+bPn069Ho9tm7desVzX3jhBUyYMAF//OMfLzm2M9e1R+UaLfKqGiAIwGAX2L/7YqzzpgadAVlFKgCu01zwQpbl5vtY500dYLPEu76+HlVVVYiIiGjxeEREBPLzW/9y5ObmhrvuuguLFi3CXXfdhdWrV2PIkCGor6/v1HWbmpqgVqtb/BCRc7BsKTV1QE8khPpIHA11J7lMsG4bt2x7LvcY7qD8/HyEh4dDLj9fsxwYGAhPT88rjq0DBw7EvHnz8PTTTyM8PBzp6en46KOPOnVdex6vD+TVAACSwn3h5+EmcTTdzzLLvz+vxqHr9KnjDubXwmAS0dPfA1GBrlPfbWHpdZBVpOJ4Q+1mszV5er256YBSqWzxuKenp/W5y3nsscdanJOeno7evXvjvffew+LFizt83SVLluC5555r9/sgIvtWWN2AHw8XAwAWjudstyuakRqJN9efQolKi9UHi3D3iFipQ3I4er3+knEVADw8PK44tu7Zs8d6Xnp6OhQKBRYvXoz58+dDJpN16Lr2PF7va068XW2ZucXASH8oFTJU1euQU1GP3mG80elqLKsdhscHQRAEiaPpfrHBXgjxUaKyrglZRSqX6/VAnWOzGW9fX1+4ubmhurrlUoyqqioEB7e+NOXiATokJASpqak4fPhwp6771FNPQaVSWX8KCwvb+5aIyA4t234WRpOIsYkhGBjlL3U4JAF3hQz3jU0AYF79YGDH5XYLCgq6ZFw1Go2ora1t15g9efJkqNVq5Obmdvi69jxe72+u7x4a53rLzAHzZy21ubZ7P5ebu6QD+eabT0Nd9OaTIAgYHm/+/LPkgtrLZom3XC5HSkoK9u3b1+LxjIwMpKWltetapaWl8Pb27tR1lUol/Pz8WvwQkWOrqmvCqv3mL+Wc7XZtdw6PRpC3OwqqG/DLkRKpw3E4gwcPRllZGQoKCqyP7du3D6IotmvMLi0tBQDrmN2R69rreN2gM+Bo897FrjrjDZzv5r6XSYfLMRhNOFTQnHi7YI8Di6Gx7HVAHWPT5mrz58/Hd999h2PHjgEAduzYgY0bN2L+/PnWY5YtW9Zin+6XX37Z2kxNFEW89tprOHnyJGbOnNmu6xKR8/t8Vx60ehNSovwxupfrNXmh87zcFfjj6DgAwHtbclh/2k7p6emIiYnBCy+8AMA8K/3iiy8iNTUVQ4YMsR534T7d69atw44dO6zPFRQU4Pnnn8f48ePRo0ePdl3XEWQW1MJoEhEZ4Fp7F1/M2lyKSYfLOVGqQb3OCF+lAn3CfaUORzKWm08H8mtgNHGsobaz6b4rCxcuRHZ2NtLS0hAXF4f8/Hw89dRTmDFjhvWYoqKiFrPXHh4eSExMtC5PEwQBK1asaNERtS3XJSLnVtdkwOe7zc2ZHhjfyyVrzailOaPi8P7WHJwo1WDTiXJM6sutXtpKqVRi9erVuP322xEREQG9Xo/Q0FCsWbOmxXEZGRkoKTGvKEhISMDDDz+MQ4cOITQ0FGfOnMG0adPw9ttvt/u6jsBS3z3EhWf6AGBwTABkAlBY3YhSlRY9/D2kDom6ycHm2e7UmADIZa475ib38IW3uxwarQEnSzXoF2Efq3LI/tk08RYEAe+88w6effZZFBUVIS4uDoGBLQesBQsW4KabbrL+/uijj+Lhhx/G6dOn4eXlhaioKMhksnZfl4ic29d7C6Bq1CMhxBtT+veQOhyyA/5ebrhnVCw+2HoW727JYeLdTkOHDkVOTg6OHz8OhUKBpKSkS25o7d69G3FxcQCA3r17Y+3ataiqqkJJSQni4uLg43Nps622XNcR7Lfu3+3a3zd8PdzQL8IP2efU2JdXjWmDIq5+EjmF/XmWZeauW2oBAAq5DINjA7H9dCX251cz8aY2s2nibREaGorQ0NDLPhcVFYWoqKgWj8nlciQnJ3fqukTkvHQGE5ZtNzdvun9cgkvfeaeW5o+Jx6c78nAgvwYH8qsxxMW/ILaXXC7HgAEDWn1+5MiRlzwWHBx8xQZsbbmuvTMYTTjo4k2lLjQsLoiJtws631jNtW8+AebPwPbTldibW405o+KkDocchE1rvImIbGFN5jmUqrUI81XilsGRUodDdiTM1wO3pJn/TXy0LVfiaMhZWGtbPVy7ttXC0lxuby7rvF1FiaoR52obIZcJ1s72rmzYBb0O2FOE2oqJNxE5FJNJxPtbcwAAC8bGQ6mQSxwR2ZsFY+MBAL8fK0VeZb3E0ZAzsGydNTgmkCtscH7G81SZBhpt6/u8k/OwLDPv29MX3spuWTBr11KjA+AmF1CmbkJRTaPU4ZCDYOJNRA5lw/EynK2oh5+HArOGx0gdDtmhxHBfXJscBlEEPt7BWW/qvH3NS2xdvb7bIszXA1GBnjCJwOFCldThUDewLDMfEsPPAAB4usvRL8IfwPn/NkRXw8SbiByKpbb77pGx8PVwkzgaslf3jU0AAHx7oBDV9TqJoyFHJoqidcab9d3nDW5OwCydrsm5WRNvfgasBscEAOBngNqOiTcROYzDhbXYm1cNN7mAuc17NhNdzsiEIAyM9IdWb8KXe/KlDoccWFFNI8rUTXCTCxgUFSB1OHbDsq0akw7nV99kwLESNQBgqItvp3ch3nyi9mLiTUQOY1nzsuFpKREI9+PesdQ6QRBw3zjzrPfnu/Kg1RsljogclWUbsf4R/vB0Z08JC2vSkV8Dk4nNpZzZ4cJaGE0iIvw9EBHgKXU4dmNw802I4yUaNOgMEkdDjoCJNxE5hHO1jfj1SAkAYH5z8yyiK5k6oAciAzxRVa/D/w6ekzocclCHCmoBnJ/hJbPknr7wcJNBrTXgbGWd1OGQDe3nMvPLivD3QLifEkaTiKwi9jqgq2PiTUQO4fNdeTCaRIzuFYz+zQ1NiK5EIZdh/hjzTZpl289yVo46xJJ4pzXXc5KZm1yGlOal9wfzayWNhWzLknhzmXlLgiBwuTm1CxNvIrJ7Gq0eX2UUADi/VRRRW9wxLBp+HgqcrazHxhPlUodDDqZRZ8Tx5trWNHZzvgSTDudnMok4ZJnxZuJ9ifMlF7XSBkIOgYk3Edm9b/YXQdNkQEKoNyb0CZM6HHIgPkoF7h4ZCwD4aNtZiaMhR3PknAoGk4hwPyUi/NlX4mKWrs7cTsl5nSrXQNNkgJe7HMk9fKUOx+4Mjg0AABwqqIEoclUVXRkTbyKyawajCZ80N1VbMCYBMpkgcUTkaOaOjoObXMDevGpkFtZKHQ45kEPNM7lp0YEQBP7tuZiludTp8jqoGvUSR0O2kNlcajEoKgAKOdOGi/WP8IebXEBVvQ4F1Q1Sh0N2jp8gIrJrvx8tw7naRgR6ueHWwZFSh0MOKNzPAzcPMv/bsdzEIWoL1ndfWYiPErHBXgDAm1pO6nBRLQBgUHSApHHYKw83OQZEmvvOsOSCroaJNxHZtWU7zMuDZ4+MhYcbt/KhjvnjNXEAgF+PlKBUpZU2GHIIoihav0izvrt1F24rRs7ncKG5W3dqNJuatoZ13tRWTLyJyG4dyK/GoYJauMtlmD0qTupwyIENiPTHiPggGEwivtiTJ3U45ABKVFqUa5oglwkYGMmkozWWOm/O9jmfRp0RJ8s0ADjjfSVsMkhtxcSbiOzWsu3mZcEz0iIQ6quUOBpydH+8xtwRf2VGARp1RomjIXtn+RLdt6cvPN252qY1ltUAmQW13LLPyRwtVsFoEhHmq0QPPzYXbI2lwdqJUg0adAZpgyG7xsSbiOxSQVUDfj9aCgBYMDZB4mjIGaT3C0dUoCdqGvRYk3lO6nDIzlnru6O5zPxKknv4wstdDk2TAafL66QOh7qQpW4/JSqAzQWvoKe/J3r6e8BoEq1L84kuh4k3Edmlz3blwSQCYxND0CecW5hQ58llAuaOjgMAfLozl1u/0BVZOppbZrPo8hRyGVKi2FzKGWUVsb67rbjcnNqCiTcR2Z26JgO+3V8IAJg/Jl7iaMiZ3DEsGt7ucpwqq8POM1VSh0N2qslgRHaxGgBnvNtiSPO2YtzP27mwo3nbWXY+OMTEm66AiTcR2Z3/HSyCpsmAhBBvjEsMlTocciJ+Hm74w9BoAMAnO7m1GF3e8RINdAYTAr3crNtlUesss31MOpxHTb0O+VXmfalTIgOkDcYBWPa0P1hQy9VU1Com3kRkV0wmEZ/tygMA3Ds6DjIZ68qoa80dHQdBADadKMfZCtak0qUOXbCNGGtbr84yI5pTUQ+1Vi9tMNQlss6Zl5nHh3jD38tN4mjsX/8IP7jLZaiu16GgukHqcMhOMfEmIruy/UwlzlbUw0epwG1DoqQOh5xQXIg3JiWHAYD1Jg/RhQ5aG6sFSBqHowjxUSIq0BMAkMXmUk7hcHNjtUFRrO9uC6VCjn4RfgDON6UjuhgTbyKyK581L//9w9Ao+CgVEkdDzmpe89Zi3x0ogqqRM3TU0oUz3tQ2qc03KSx1weTYrIk3bz61mfUzwJtP1Aom3kRkN3Ir67H5ZAUEAbh3VJzU4ZATG9UrGMk9fNGgM+KbfYVSh0N2pFyjRVFNIwQBSGE35zazJB2WbdjIcYmiyMZqHTCo+e9FZiF7HdDlMfEmIrvxefOy34lJYYgL8ZY2GHJqgiDgj9fEATAvNzcYTdIGRHYjszlxTAzzgZ8Ha1vbypJ4ZxayuZSjK1ZpUVmng0ImoF9PP6nDcRipzTsgZBeroeeYQpfBxJuI7IJGq8d3B4oAwLrXMpEtTU+NRJC3O87VNmL9sTKpwyE7cah5ie1gLjNvl/4R/pDLBFTWNaFEpZU6HOoEyzLz5J6+8HCTSxuMA4kL9oK/pxt0BhNOlGikDofskM0LKPV6PX777Tfk5+cjMTERU6ZMgUx25Xw/Ly8PO3bsgF6vx9ChQzFw4MAWz+/Zswc7duxo8ZiHhwcefvjhLo+fiLrH6gNFqGsyoFeoN8YmhkgdDrkADzc57hoeg7c3n8Fnu/Jww8CeUockuTNnzmDjxo1QKBS47rrrEBV15QaHBoMBW7duxalTpxAREYEpU6bA09OzxTFvvPEGTKaWsz/XXnstBg8e3OXxd4Xz9d0B0gbiYDzd5Uju4YujxWpkFtYiIsDz6ieRXTrfWC1A0jgcjSAIGBQdgG2nKpBZVIuBbExHF7HpjLdGo8Ho0aOxePFiZGZm4v7778f1118PnU7X6jn33Xcf0tPTsXbtWmzZsgWjRo26JKHesGED3njjDZSWllp/yso4W0HkqEwmEct35wOwbPXE7Xuoe9w9MgZymYCM3GqcKFVLHY6kli9fjoEDB2LDhg1Ys2YNkpKS8Ouvv7Z6/O7du9GvXz+89NJLyMrKwr/+9S/07t0bR44caXHcX//6V+zZs6fFmF1fX2/rt9MhBqMJWUXmxkhsrNZ+g6zNpWoljYM6J5OJd4elNifbmex1QJdh0xnvJUuWoKysDFlZWQgICMC5c+fQr18/fPjhh63OTs+YMQMffPCBdVZ84cKFGD16NG677TZMnDjRelxMTAxee+01W4ZPRN1k2+kKnK2sh69SgVsHcwsx6j49/T1xXf9w/HqkFMt35+Pftwy8+klOqLq6Gg899BBefPFFLFq0CADwxBNPYMGCBcjPz4eb26W1zt7e3li/fj1iY2MBmBsy3XDDDXj44YexdevWFscuWLAA119/ve3fSCedqahDg84Ib3c5eoX6SB2Ow0mNDsDKjALrcn1yPEaTiOzmPbzZWK39BrG7P12BTWe8v/32W8ycORMBAQEAgMjISNx000345ptvWj3nxhtvbLEUfeTIkXB3d8fp06dbHFdbW4sPPvgAn3/+OY4dO2aT+Imoe1j2Ur5jWDS8uYUYdbM5zR30vz94zmW3Fvvtt9+g1Woxb94862MLFy5ESUkJtm/fftlzUlJSrEk3YF5mOW7cuEvGawDYvHkz3n77bfzyyy9oaGjo+jfQRSwztQOjzPXK1D6WBmtHilRsWOigcirqUK8zwstdjt5hvPnUXpbEO6eiDmqta44n1DqbJd46nQ45OTlISkpq8XhycjKOHz/e5uv88ssv0Ol0GDZsWIvHm5qasHfvXvz4449IS0vDn//85ytep6mpCWq1usUPEUnvbEUdtjRvITZnVOzVTyDqYiPig5AU7otGvdHa4M/VHD9+HOHh4dYb5QDQu3dvKBSKNo/ZJpMJa9aswfDhw1s8rlAokJWVhSNHjmDx4sXo168fMjMzW72OlOP14eZl5lxi2zG9Qn3go1SgUW/E6fI6qcOhDrAsMx8YyZtPHRHio0RUoCdE0XwDiuhCNku86+vrIYpii0EcAAICAqDRtK3TX35+PhYsWIB58+YhLS3N+viMGTNw6tQpfPzxx1i9ejU2bNiAd955B6tXr271WkuWLIG/v7/1Jzo6ukPvi4i6lqW2e1JyGGKDuYUYdT9BEHBvcyf9L3bnwWRyva2QNBrNJeO1IAjw8/Nr85j99NNP49ixY1iyZEmLx3fv3o3ffvsNH3zwAY4cOYJ+/fph9uzZrV5HyvE6i3sXd4pcJmBgpLnGlXXejomfgc67cGs9ogvZLPH28vICgEvuVKtUKnh7X/3LdXFxMSZPnoyhQ4fivffea/HcgAEDWtSbjR07FoMHD8aGDRtavd5TTz0FlUpl/SksLGzP2yEiG9Bo9fh2v/mzOHd0vMTRkCubkRYBXw8F8qoasPV0hdThdDsvL6/LzixrNJo2jdmvvPIK/vOf/+CHH35A3759Wzx34Y1zhUKBhx56CNnZ2a02RZVqvNbqjdYtgFLYjbjDUpu7wTPpcEyHC7nqo7OYeFNrbJZ4K5VKxMbGIicnp8XjOTk5SExMvOK5JSUlmDhxIvr06YPVq1fD3d39qq+nUCiuuBxNqVTCz8+vxQ8RSeu7A0Wo1xnRO8wH1/QOljoccmFe7grcMdQ8s7q8ueeAK0lKSkJZWVmLbuP5+fnQ6/VXHbNff/11/POf/8QPP/yASZMmXfW1FApzH4fWxmypxutjJWoYTCKCvd0Rya2wOsySsDHpcDxavRHHS8yfy0HRvPnUUYMuSLxF0fVWUFHrbNpcbfr06fj222+h1WoBmLum/vTTT7jlllusx+zatQtvv/229ffS0lJMnDgRvXv3xv/+9z8olcpLrpudnd3i9yNHjuDAgQMYN26cjd4JEXU1biFG9mb2SHOPgS2nKpBXaZ/bXdnK9ddfD0EQ8PXXX1sf++yzzxAYGIjx48dbH3vttddw8OBB6+9vvvkm/vGPf+CHH35Aenr6JdfNycmxfge48LoRERHo1auXDd5Jx1n3Lo4O4N+jTrDsf36qTIMGnUHaYKhdLDefQnx486kzBkSY6+MrNE0oVWuvfgK5DJu2D37mmWfwyy+/YPz48Zg8eTJ+/PFHxMbGtthKbN26dVi6dKn1sSlTpuDcuXOYPXs23nrrLetxo0ePxujRowEAixYtgoeHB9LS0lBZWYkvvvgCN910U4turERk33acqURu8xZit6RFSh0OEeJCvDEhKRRbTlbgyz35eOamflKH1G169OiBJUuW4JFHHkFmZia0Wi2WL1+OTz75BJ6e57+A/+Uvf8Gbb76JwYMHY/Xq1Vi0aBFuvPFGZGVlISsry3rc4sWLAQBnzpzB9OnTMX78eISGhmLjxo04duwYvvrqqxY7mNgDy/7dXGbeOeF+Hujh54FStRZHilQYkcDVTI4iq/nmU0oUbz51hqe7HEnhvjhWokZmQS16DuRNDDKzaeIdGhqKQ4cOYeXKlSgoKMATTzyBO++8Ex4eHtZjRo8eDaPRaP39xhtvhF6vR01NTYtr1dWd7465bt06rF+/HhkZGejVqxd+/fVXjBkzxpZvhYi62Bd7zLPdtw2J4hZiZDfuHRWHLScr8M3+Qiya0gde7q7zb/Pxxx/HqFGjsHbtWigUCuzduxeDBg1qccwTTzyBIUOGAACCgoLwxBNPADCvVruc6667DoMGDcIPP/yAkpISLFiwADfffDMCAwNt+2Y6wLLvLmtbOy81OgBrj5bicFEtE28Hwq7+XSc1JsCceBfV4oaBPaUOh+yEILpo8YFarYa/vz9UKhXrvYm62bnaRox9eRNMIrBh0XjuFUp2w2QSMfH1LcivasC/bxmIu0bESBIHx6jzuuO/hapRj0HPrQMAHHhmMoJ9Li1zo7Z7f2sOXvrtBKYO7IF37x4idTjURte+tgVnK+vx2R+HYUJSmNThOLRv9hXir6uzMCI+CKv+NErqcMiG2jNG2dc6LyJyCSsz8mESgWt6BzPpJrsikwnWWu/lu/PYGMdFZJ8zz/RFBXoy6e4ClhlTS4dssn+qRj3ONve24Ix351karB05p4LRBbeopMtj4k1E3arJYMTXe83bA1kSHCJ78och0fB0k+NEqQZ7c6ulDoe6wWHuXdylUqL8IRPMq5vKNWwu5QiONC8zjwnyQqD31XcToivrHeYDb3c5GnRGnCmvu/oJ5BKYeBNRt1qbXYqqeh16+Hlgct9wqcMhuoS/lxtmNDf8s3TeJ+dm7WjOxmpdwlupQGKYLwDOejsK3nzqWnKZgIHNf08yC2uucjS5CibeRNStLInMXSNioJDzTxDZp3tHm1djrD1aihJVo8TRkK2d72geIG0gTiTVupcxkw5HkMmbT10uNdrcRDKTN5+oGb/1ElG3OVqswoH8GihkAu4cFi11OEStSu7hhxHxQTCaRKzMKJA6HLKhcrUWJSotZAIwMJJJR1cZZE28ayWNg9omizPeXS412jLjXSttIGQ3mHgTUbf5snkLsesH9ECYn8dVjiaS1r2j4wAAX+0tQJPBeOWDyWFZtlDqHebDrQ270KDmpCOrSAUTm0vZtVKVFmXqJshlAvpHuPYuCl3JchPjVJkGDTqDtMGQXWDiTUTdQtWox5pDxQDYVI0cQ3q/cPTw80BlnQ5rsy+/TzU5PstMH5eZd60+4b7wcJNBozUgt6pe6nDoCiwzsn3CfeHlzptPXaWnvyfCfJUwmkQcLVZLHQ7ZASbeRNQt/newCI16I5LCfTE8PkjqcIiuyk0uw6zh5n28Las1yPlYa1u5xLZLucllGBBhmfWulTYYuiJLYzXL0mjqOpa/K4e53JzAxJuIuoEoiviiOXG5Z1QsBEGQOCKitrlzeDQUMgH78mpwvIQzFs5GFEUcad7Dm02lut75pIPNpewZV33YjqXJoKWkhVwbE28isrldOVU4W1EPH6UCtzRv00TkCML9PHBd/x4AOOvtjAqqG1DboIe7XIbkHqxt7WopUWwuZe9MJhFZhZabTwHSBuOELJ8BzngTwMSbiLrB8t15AIBbB0fCh82LyMHc09yT4PtD56DR6iWOhrqSJSHsG+EHdwW/EnU1y2zfsRI1dAaTtMHQZZ2trIemyQAPNxn6hPtIHY7TSYkMAGC+yVddr5M2GJIcRxkisqkSVSPWHysDcD6BIXIkIxOC0DvMBw06I74/dE7qcKgLWfbv5jJz24gJ8kKAlxt0BhNOlmqkDocuw7LMfGCkPxRypgVdzd/LDQkh3gDY64CYeBORja3MKIBJNCcvfcJ9pQ6HqN0EQcA9I8xN1r7YnQ9R5NZIzsK6dzGX2NqEIAjWuuFMJh12ybIEmvXdtnN+uTnrvF0dE28ishmdwYSv9hYCAGaPjJM2GKJOuHVIFDzd5DhdXoe9udVSh0NdwGA0nW+sxm7ONpPKGle7lmlZ9cGu/jZjbTLIm08uj4k3EdnM2qOlqKxrQpivElP6h0sdDlGH+Xm4YUZzY8Av2GTNKZwur4NWb4KPUoGEENa22ool6eAyW/ujM5hwvHl/6VTOeNvMhZ8BrphybUy8ichmvtxtTlBmDY+BG2vHyMHdM9K83HxtdinKNVqJo6HOurC2VSbjFoe2YlnCfLq8DnVNBmmDoRZOlKqhM5oQ6OWG6CBPqcNxWv16+kEhE1BZp8O52kapwyEJ8ZswEdnEiVI19uZVQy4TcFdzfSyRI+sf4Y8hsYEwmESsai6hIMeV2VxvmcJl5jYV6qtEZIAnRBE4wr2M7cqF9d2CwJtPtuLhJkdyT3OPG9Z5uzYm3kRkE180z3Zf1z8c4X4eEkdD1DVmN3fmX7m3AAYjt0dyZJYZby6xtT1LDT2Xm9sXy80n1nfbnqWBIz8Dro2JNxF1ObVWb912iU3VyJncMLAHgrzdUaLSYtOJcqnDoQ7S6o040by9VQqTDpuzJB1sLmVfLP9/pHLVh81Zbm5kssmgS2PiTURd7vuD59CgM6J3mA9GJgRJHQ5Rl1Eq5LhjaDQANllzZEeL1TCaRIT4uCPCnytybM1S581ltvZDo9Ujp6IOALcS6w6Wm09HzqlgNLHBmqti4k1EXUoURWtCMntkLOvGyOncPSIGggBsP12J3Mp6qcOhDrhw/27+jbK9gVH+EATgXG0jKjRNUodDMCeAoghEBngixEcpdThOr3eYD7zc5WjQGa03PMj1MPEmoi61+2wVzpTXwctdjlsHR0odDlGXiw7ywsSkMADACs56O6QLm0qR7fkoFUgMM2/ZxhpX+2BZfZDKUotuIZcJGBhpXtLP5eaui4k3EXUpS1O1W9Ii4evhJnE0RLZhabL27YEiaPVGiaOh9soqYkfz7nZ+uXmtpHGQmXXVBz8D3cZS583PgOti4k1EXaZUpcW6Y2UAgNmjYiWOhsh2xvUJRXSQJ1SNevx0uFjqcKgdVI16nG0uERjEGe9uY20uxS3F7AJXfXS/853N+RlwVUy8iajLrNxbAKNJxPC4ICT38JM6HCKbkcsE3DXcfHPpSy43dyiWvaSjgzwR5O0ucTSuI/WC7ZREkc2lpFSu1qJYpYVMgHX5M9meZXXB8RI1V0q5qG5JvA0GAyoqKmAytX3P07ac05HrEpFt6I0mfL23AABwD2e7yQXcMTQK7nIZDhepnGrpoEqlQl1d+5r/tOWcjlzXFg5f0FiNuk9SD1+4K2SobdCjoLpB6nBc2uHmm0+JYb7wViokjsZ1RAZ4ItjbHQaTiGMlaqnDIQnYPPFesmQJgoKCEB8fj9DQUHz00Uddck5HrktEtrP+WBnKNU0I8VHi+v49pA6HyOaCfZS4MaUnAOeY9T5z5gxGjRqF8PBwBAUFIT09HSUlJZ0+pyPXtaUsJt6ScFfI0K+neSUUm0tJi/Xd0hAEwVpykcXPgEuyaeL91Vdf4fnnn8eaNWtQV1eH9957DwsXLsTmzZs7dU5HrktEtmVpqjZreDTcFaxiIddwT3OTtR8PF6O2QSdxNB1nNBoxffp0hIeHo7q6GhUVFWhsbMSsWbM6dU5Hrmtrlm7OKVFMOrpbqrW5FGtcpZTJ+m7JWG74HWadt0uy6bfjd955B7fccguuvfZaAMAdd9yBMWPG4N133+3UOR25LhHZzplyDXafrYJMAGYNj5E6HKJuMzgmAP16+qHJYMJ3B4qkDqfDNm/ejGPHjuGVV16Bl5cX/P398cILL2Dr1q04evRoh8/pyHVtqVytRanaXNs6gLWt3c4yw8otxaQjiqK1uRe3Eut+lp0UnKk8idrOZom3yWTC/v37cc0117R4fOzYsdi7d2+Hz+nIdW3JaBKx4VgZ/rPhdLe/NpG9+HKPubZ7Ut9wRAR4ShwNUfcRBMHawX9FRgFMJsdsGrV3716EhISgT58+1sfGjBljfa6j53TkurbE2lZpWWZYs4tV0BvZn0cK+VUNUDXq4a6QIamHr9ThuBzLjPfZynqoGvXSBuOiimsbsXTDKWw/XdHtr22zxFuj0aCpqQkhISEtHg8JCUFFxeXfaFvO6ch1AaCpqQlqtbrFT1fIr6rHguX7sXTjKRSyWQi5oAadAaubZ/osexsTuZLpqRHwVSqQW1mPnTmVUofTIRUVFZeMq25ubvD39291bG3LOR25rq3Ga+DCLZQ42y2F+GBv+HoooNWbcKpMI3U4LsnSXHBAhB/c5CwL625B3u6ICfICcH6HBepe+/KqsXTDabyx/lS3v7bNPnEymfnSBoOhxeN6vR5yubzD53TkuoC5GZu/v7/1Jzo6uh3vpnUJoT4Y0zsEomjeSonI1fyQWQxNkwFxwV4Y0zvk6icQORkvdwXuHhmLmUOj0dPfMVd8yGSyS8ZV4Opj9tXO6ch1bTVeA0C/CD9MHdgDYxL5t0oKMpnAvYwlxvpu6Vlu/B1myYUkLD0mpGiwabPE29fXF35+figtLW3xeFlZGSIjIzt8TkeuCwBPPfUUVCqV9aewsLAjb+uyLM11Vu0rRJOB+/KR6xBF0dpU7e4RsZDJBIkjIpLGkzck4+XbU9A7zEfqUDokKioK5eXlLfZXrqurQ0NDQ6tja1vO6ch1bTleTx3YE+/ePQTTU1v/vkC2NYg1rpKy/Hdnfbd0zjcZrJU0Dldl6TEhxconm64xGTduHNavX9/isbVr12LcuHHW39VqNYqLi9t1TluOuZhSqYSfn1+Ln64yuW8Yevp7oLpeh9+OlF79BCIncbCgFsdK1FAqZLh9SJTU4RBRB40bNw5qtRoZGRnWx9auXQtBEKw12QBQVFRk3Yu7Lee09boXsuV4TdKzzLRyS7HupzeacLTYXLoxiIm3ZCz/7Tnj3f0MRhOyiy07WwR0++vbNPH++9//jo0bN+Lf//43jhw5gieeeAK5ubl44oknrMe88cYb6NevX7vOacsx3Ukhl+Gu5k7Oy3fnSRIDkRRWNO9dPG1QBAK93SWOhog6asiQIZg6dSruu+8+7Ny5Exs3bsSiRYswb948REWdv6kWHR2NZcuWtfmctl6XXIdltu9UmQYNukvLEMh2TpZq0GQwwc9DgbhgL6nDcVn9I/wgE4AydRNKVVqpw3Epp8vroNWb4KtUICHEu9tf36aJ96hRo/DLL79g/fr1mDFjBo4ePYqNGzciKSnJeoyfn1+L5WZtOactx3S3mcOjoZAJOFhQi+xzrFsi51ddr8PPWSUA2FSNyBl8/fXXmDRpEubPn49HH30Uc+bMwTvvvNPimMjISPj6+rbrnLYcQ64j3M8DPfw8YBJhnX2l7mGZYR0UHQBBYGmYVLzcFegTbv47ylnv7mVZZj4g0l+S8kib76UxZcoUTJkypdXnFy1ahEWLFrXrnLYe053CfD1w/YAe+DmrBCsy8rHk1hSpQyKyqW/2F0JnNGFgpD+XrBE5AV9fXyxduvSKxxQVtdyrvC3ntOUYci0pUf4oPabF4cJaDIsLkjocl2GpKZaiqRS1lBodgBOlGhwurMV1/XtIHY7LsGwpadlPvbtxH4EuZJn1W3OomHvzkVMzmUSsyDAvM+dsNxERtYflZi3rvLuXpZM8b5ZLz1JfzBnv7mWZ8Zbq5hMT7y40PD4ISeG+aNQbrfsaEzmjracrUFjdCD8PBaYNipA6HCIiciCpbC7V7eqbDNa90wdxH3vJWbr7ZxWpYDKJVzmauoJWb8SJEvNnYGAkZ7wdniAIuGeUefbvyz35LbZPIXImXzZvIfaHodHwdL/8XrxERESXM7A58SusbkR1vU7iaFxD9jkVTCLQ098DYX4eUofj8vqE+8LDTQaN1oDcqnqpw3EJx0vUMJhEBHm7IyrQU5IYmHh3sVvSIuGjVOBsZT125VRJHQ5RlyusbsCmk+UAgLtHxEgcDRERORo/DzckhJo7CnPWu3tYl5mzvtsuuMll6B/BPe27k+UzkBLlL1lzQSbeXcxHqcCtg81d2r9onhUkciYr9xZAFIExvUOQEOojdThEROSAUi01rkw6ukXmBR3NyT5YboJYEkKyLctNPin277Zg4m0D9zQ3m1p/vAwlqkaJoyHqOk0GI77ZVwjg/L9zIiKi9rIkgEw6usf5juas77YXljpvNhnsHudXfUj3GWDibQN9wn0xIj4IRpOIrzIKpA6HqMuszS5FVb0OPfw8MLlvmNThEBGRg0qJOr/Mlj1xbKuqrglFNY0QBGAAE2+7YZnxPlashs5gkjYYJ1fXZEBORR0Azng7pdnNTda+2lfIDxM5DUv5xKzhMVDI+eeDiIg6pm9PP7jJBVTV61BUw9WBtmSZ6esV6gM/DzeJoyGL2GAv+Hu6QWc04WSpRupwnFr2ORVEEYjw90Cor1KyOPjN2Uau698Dob5KVGiasO5YqdThEHXa8RI19ufXQCETcOfwaKnDISIiB+bhJkffnn4A2GDN1jKty8wDJI2DWhIE4fye9vwM2FSWHdR3A0y8bcZNLsOs4eaOz8vZZI2cwJd7zP+Or+vfA+HcioSIiDrJstycdd62ddjaWI3LzO3NoCh2Nu8Ohy0dzSX+DDDxtqFZw6MhlwnYm1vNJSTk0DRaPb4/dA4Am6oREVHXsMzAsrmU7YiieEFjtQBJY6FLne9sXitpHM7O8t9X6s8AE28b6unvifS+4QDOzxYSOaLvD51Dg86I3mE+GJkQJHU4RETkBFKbl9lmn1PBaGKDNVsoqmlETYMe7nIZknv6Sh0OXcQyA3u6vA51TQaJo3FO1fU6FFab+0gMiOSMt1Ob09xk7X8Hi/iBIockiqK1qdo9I2IgCILEERERkTNICPWBj1KBBp0RZ8rrpA7HKVlWE/SN8INSIZc2GLpEmK8HIvw9IIrAEZZc2IRltjshxBv+ntI2F2TibWOjegUjIdQb9Tojvj9YJHU4RO22N7cap8vr4Okmx61DoqQOh4iInIRcJmBAZHODNS43twnu323/zu9pXytpHM7K0kMixQ4+A0y8bUwQBMxuron9Yk8+96okh/NFc5nEjLRIbkNCRERdil2dbcuSdEhd20qts3wG2N3fNuyloznAxLtb3DYkCp5ucpwqq8Pe3GqpwyFqs3KNFmuzzdvh3TMyRuJoiIjI2aQ2fxnmjHfXMxhNOHKuOfFuTu7I/qRYO5tzqXlXE0XxfEdzzni7Bj8PN8xIiwQALGeTNXIgq/YWwmASMTgmAP0jpP+DRUREziWlOSE8WaqBVm+UNhgnc7q8Do16I3yVCiSEeEsdDrViYKQ/BAE4V9uICk2T1OE4lVK1FhWaJshlgl18j2Xi3U0ss4W/Z5eiXK2VOBqiqzMYTfhqbwEAYPYobiFGRERdL8LfAyE+ShhMIo4Wq6UOx6lYVhEMjPKHTMbGqPbK18MNvUN9ALDOu6tZVhEkhvnA01365oJMvLtJ/wh/DIkNhMEk4ut9hVKHQ3RVG0+Uo1ilRaCXG24Y0FPqcIiIyAkJgoDUaMtS21ppg3EyliW2XGZu/1JYcmET9rJ/twUT725k2VpsZUYBDEaTxNEQXdnnu/IAAHcOj4GHm/R3CYmIyDlZvhRztq9rZbKjucOw3nzilmJdytrRPNo+PgNMvLvR9QN6INjbHaVqLTYcL5M6HKJWnS7TYFdOFWQCcM9ILjMnIiLbSbF2dWbS0VUadAacKtMAAFKjAyWOhq7mws7m3AGpa5hMorVTPGe8XZBSIcfMYdEAzm/RRGSPlu82//tM7xeOyABPiaMhIiJnZpmRza2sR22DTuJonEP2OTWMJhE9/DzQw99D6nDoKpJ7+MFdLkNtgx4F1Q1Sh+MUcqvqodEa4OEmQ1IPX6nDAcDEu9vdNSIGMgHYeaYKZ8rrpA6H6BJqrR6rDxYBAO4dFSdtMERE5PQCvNwRF+wF4PzSUOocS63wIDtZYktX5q6QoW+EHwCu/OgqmQW1AIABEf5wk9tHymsfUbiQqEAvXJscDgBYkcFZb7I/qw8UoUFnRGKYD0b1CpY6HCIicgEprPPuUpb6bi4zdxypUWwy2JXOfwYCJI3jQky8JWDZmum7A0Vo0BkkjoboPJNJxBfNy8znjI6DIHD7ESIisj1LjWtmIWf7ukImZ7wdDjubdy1rfTcTb9c2tncI4oK9oNEa8ENmsdThEFntOFOJs5X18FUqcGtapNThEBGRizjf1ZnNpTqrQtOEc7WNEARgYCQTb0dhSRCzi1Xc/aiTtHojjpeoAdjXjLfC1i+QmZmJN954A/n5+UhMTMSTTz6J3r17t3p8XV0dPvroI2zduhV6vR7Dhg3Do48+isDA80tlPvvsM7z//vstzvP19cX69ett9j66kkwm4J6RsfjXL8exfHc+7hwWzZlFsgvLd+cBAG4bEgVvpc3/PBCRHdHr9fjvf/+LtWvXQqFQYMaMGbj//vuvOD7t2bMHn3/+OU6dOoWIiAjce++9mDx5cotjxowZA4Oh5equxx9/HDNnzrTJ+yDH1K+nP+QyARWaJpSqtejpz8aeHWWZMU0M84Gvh5u0wVCbJYR4w1epgKbJgFNldejXXPNN7XesRA29UUSwtzuiAu3nb4lNv1lnZ2djzJgxmDNnDp588kksX74cI0eORGZmJqKioi57zrhx4zBx4kTMnTsXcrkcS5YswapVq7B37174+po70hUVFaGurg7Lli07/0YUjpUk3D4kCq+tO4njJWrsz6/BsLggqUMiF1dQ1YCNJ8oBnN9znohcx4IFC7B582a8+uqr0Gq1ePzxx5Gbm4uXXnrpssevWLEC77zzDu69917cfvvt2LdvH6ZOnYp33nkH9913n/W4PXv24LXXXsPIkSOtj8XFxdn67ZCD8XSXIyncF8dK1DhcWMvEuxPsbQslahuZTMDAKH/syqnC4aJaJt6dYGmslhodYFeTmzbNVl944QWkpqbi3XffBQBMmTIFSUlJeP311/Hmm29e9pxt27bBx8fH+vuoUaMQFhaG3377DXfccYf1cR8fnxaDuKMJ8HLHLWmR+GpvIT7bmcfEmyT3ZUY+RBEY1ycUCaE+Vz+BiJzG8ePHsXz5cqxfv946Yy2KIu6//34sXrwYISEhl5wzffp03H333dbfJ02ahOLiYrz55pstEm8ASE5Odugxm7rHoOgAHCtRI7NQhesH9JQ6HIdlbSoVEyBpHNR+g6IDsCunCllFtZg1PEbqcByWPdZ3Azau8d64cSOmTZtm/V0ul+PGG2/Ehg0bWj3nwqQbADw9PSGXy6HTtdzXMScnB+np6Zg2bRpeeOEF1NU53tZc946OAwCsPVqK4tpGaYMhl9aoM2LVvkIAwL2c7SZyORs3boS3tzcmTpxofWz69OnQ6/XYunXrZc+5eLy2PHbxeA2Yb8RPmDABf/zjH1u9HpG1zpvNpTrMZBLPbyXGGW+HY/n/jE0GO8ceO5oDNky86+vrUVVVhYiIiBaPR0REID+/7dtovfLKK1AqlS1qxtzc3HDXXXdh0aJFuOuuu7B69WoMGTIE9fX1rV6nqakJarW6xY/Uknv4YWRCEIwmEV/u4dZiJJ0fD5+DqlGP6CBPTEgKkzocIupm+fn5CA8Ph1wutz4WGBgIT0/PNo/Z5eXlWLZsGWbMmNHi8YEDB2LevHl4+umnER4ejvT0dHz00UetXscex2vqHpauzkfOqWAyscFaR+RW1UOtNUCpkCGph6/U4VA7WbrQnyrToFFnlDgax1RTr0N+VQMA+7v51K6l5h988AE+/fTTKx7z7rvvYvDgwdDr9QAApVLZ4nlPT0/rc1fz3Xff4cUXX8Ty5cvRo0cP6+OPPfZYi+ump6ejd+/eeO+997B48eLLXmvJkiV47rnn2vS63Wnu6HjsOVuNr/YW4M+TEuHhJr/6SURdSBRFfLbL/MV69shYyGX2UwtDRB1jNBpxzTXXXPGYwYMHW0vB9Hr9JeM1AHh4eLRpzK6vr8eMGTMQFRWF559/vsVze/bssV47PT0dCoUCixcvxvz58yGTXXr/317Ha7K9xDAfeLrJUddkwNnKOvQOY+LYXpbZ7oGR/nCTc/MiR9PDzwNhvkqUa5pwtFiFoSxFbbfM5mXmCSHe8Peyr+aC7Uq8b7zxRgwaNOiKx1g6lvv6+sLNzQ3V1dUtnq+qqkJwcPBVX+vHH3/E3Xffjbfffht33XVXi+cu/nIQEhKC1NRUHD58uNXrPfXUU1i0aJH1d7Vajejo6KvGYWuT+4YhMsAT52ob8ePhYtwxVPqYyLXsz6/B8RI1PNxk/PdH5CTkcjmWLl16xWP8/M437gkKCrpkvDYajaitrb3qmN3Q0IBp06ahrq4OmzZtgpeXV4vnLx6zJ0+ejBdffBG5ubno1avXJdez1/GabE8hl2FgpD/25lUjs1DFxLsDzu/fHSBpHNQxgiBgUHQA1h8rQ2ZhLRPvDjhsp8vMgXYm3lFRUa12I7+YXC5HSkoK9u3bh4ULF1ofz8jIQFpa2hXP/emnn3DHHXfgzTffbHHulZSWliI5ObnV55VK5WXv5ktNIZdhzqhYLPntBD7bmYc/DImyq+575Pw+35UHAJiRGokAL3dpgyGiLtOeZmaDBw9GWVkZCgoKEBNjbuizb98+iKJ4xTG7sbER06ZNQ0VFBTZt2nTZJmwXKy0tBQB4e3tf9nl7Ha+pe6REmRPvrKJa3D6kbd856Tx7TjqobVKbE+/DRazz7gh7vvlk0zUo8+fPx3fffYdjx44BAHbs2IGNGzdi/vz51mOWLVuG9PR06++//PIL/vCHP+CNN97Agw8+eNnrvvzyy9ZmaqIo4rXXXsPJkycddk/QmcOi4eEmw7ESNfbl1UgdDrmQMrUWa7PNX4LnjIqTNhgikkx6ejpiYmLwwgsvADDPdr/44otITU3FkCFDrMeNHDkSq1atAgBotVrcfPPNKC8vx6ZNmxAaGnrJddetW4cdO3ZYfy8oKMDzzz+P8ePHtyghI7KwfFlmg7X20+qNOFZi7onAxNtxpUSZ67yzmpdMU9uJomjXN59sup3YwoULkZ2djbS0NMTFxSE/Px9PPfVUi8YrRUVF2Ldvn/X3WbNmQaFQYPny5Vi+fLn18QULFmDBggUAzDVniYmJ1qVxgiBgxYoVLbqxOhLz1mJR+GpvAT7blYvh8VxWQt1jRUYBDCYRw+OCuF8kkQtTKpVYvXo1br/9dkRERECv1yM0NBRr1qxpcVxGRgZKSkoAmHu6bNiwAUlJSS12MAHMdd0AkJCQgIcffhiHDh1CaGgozpw5g2nTpuHtt9/ulvdFjsfyZflYiRpNBiOUCva+aavjJWrojSKCvd0RFch90B1VSmQAACC/qgE19ToEenM1YlsVVDegpkEPd7kMyT3tr1TFpom3IAh455138Oyzz6KoqAhxcXEIDAxsccyCBQtw0003WX/fsGEDTCbTJde6cIn7o48+iocffhinT5+Gl5cXoqKiLtugxZHcOzoWX+0twO9Hy3CuthGRAfyDSbbVZDBiZUYBAGDOaG4hRuTqhg4dipycHBw/fhwKhQJJSUmXlD7t3r0bcXFxAIA777wTo0ePvuI1e/fujbVr16KqqgolJSWIi4u77DZkRBZRgZ4I8nZHdb0Ox0s0djlrZa8OX7DElmWLjsvfyw0JId44W1mPw0W13G2mHSzLzPtF+NnlTTubJt4WoaGhl12CBlxaNz58+PA2XVMul1+xptvRJPfww6iEYOw+W4Uv9+Tjb9c7z3sj+/Tz4RJU1jWhh58HruvPJZ9EZB5bBwwY0OrzF9aNR0REXLJlaGuCg4Pb1FiVSBAEpET5Y8vJCmQV1TLxbodM7t/tNFKi/HG2sh5ZRSom3u1gr/t3Wzj2NLGTmXtNHADgq70F0Oq5dx/ZjiiK+GRnLgDzbDe3HCEiInthSRwzWefdLpZmXKkxAdIGQp3GXgcdw8Sb2mxy33BEBniitkGPHzLPSR0OObF9eTU4WmzeQmzWsBipwyEiIrJKZdLRbrUNOuRW1gMABjU35yLHZU28i2ohiqK0wTgIncGEo8Xm5oL22NEcYOJtV+QyAfc219p+tiufHzSymU92mGe7b0mLYtMOIiKyK5auzmcr66HW6iWOxjFYZrvjQ7y5NagT6NfTDwqZgMo6HYpVWqnDcQgnStXQGUzw93RDXLCX1OFcFhNvOzNzaAw83eQ4XqLG3txqqcMhJ1RY3YB1x8xbiM1rLm8gIiKyF8E+SkQFekIUgWzuZdwmmQW1ADjb7Sw83OTWrtxc+dE2jtBckIm3nfH3csMtgyMBAJ/typM2GHJKn+/Kg0kExiaGIDHc/rZaICIisiwVzeRexm2SWVgDwH6X2FL7WXodMPFum0N2Xt8NMPG2S3NHxwEAfj9aiqKaBmmDIadS12TAqn2FAIB5Y+IljoaIiOjyLDO3TDquThRFa9IxOCbwygeTw7Am3rz51CbnG6vZ76oPJt52qE+4L67pHQyTCCzfnS91OOREvttfCE2TAQmh3hifePkt/oiIiKRmSTqyuNT8qs5W1qO2QQ+lQoa+Pf2kDoe6iGX1wpEiFYwm9n26kpp6Hc5WmJsLpkXb780nJt52an7zbORXGQWoazJIHA05A5NJxKfN5Qt/vCYeMpl91r8QERENiPSHTABKVFqUqdlc6koO5puXmadE+cNdwa/2zqJ3mA+83OWo1xmRU1EndTh27VBzqUVCqLddNw3mp9NOTegThoRQb2iaDPimeWkwUWdsOlGO/KoG+HkocFtzHwEiIiJ75K1UoE84m0u1xcECc9LBZebORS4TMCCSJRdtcTC/FoD9fwaYeNspmUywznp/sjOXS0yo0z7Zad5CbNaIGHi5KySOhoiI6Mos24pxufmVWZOOWPtOOqj9Ui/Yz5tadyDfMW4+MfG2Y7cNjkKglxuKahrx+9FSqcMhB3a8RI1dOVWQywTMGRUndThERERXNYhJx1WptXqcKtcAsP+kg9rvfGdz3nxqjcFosv6NGGLnN5+YeNsxDzc5Zo+MBQAs235W4mjIkX3aPNt9ff8eiAzwlDgaIiKiq7twOyUTV/5d1uHCWogiEB3kiVBfpdThUBezrPo4XqKGVm+UOBr7dLJMgwadEb5KBRLDfKQO54qYeNu5e0bFwl0uw8GCWusyCqL2qKxrwprMYgDAvDFx0gZDRETURkk9fKFUyKDWGpBbVS91OHbJUWpbqWOiAj0R4qOEwSQi+xxnvS/H0lwwNSbA7hsHM/G2c2G+HpieGgEA+GRHrsTRkCNavisPOoMJg6IDODATEZHDcJPLMLC5udRBTj5cFhurOTdBEDAkNgAAsJ+fgcs6WFALAEhzgM8AE28HsGBsAgDgt+wSFFY3SBwNOZJGnRHL95j3gv/TuAQIgn3fCSQiIrrQkDjzl2mu+ruUySTiUHPibe+1rdRxQ2ODAPAz0JqDDvQZYOLtAJJ6+GJsYghMIvDpzjypwyEH8t2BQtQ26BEd5Inr+veQOhwiIqJ2sSQdnO27VE5FHdRaAzzd5Eju4St1OGQjlm71B/NrIIrsdXChyrom5FeZJyUtHeDtGRNvB2GZ9V61rwBqrV7iaMgRGE0iljWXJywYkwC5nde9EBERXWxwTAAA4Ex5HWobdNIGY2csM30pUf5QyPmV3lkNiPSDu0KGqnod8qq48vVClhKUxDAf+Hu6SRzN1fFT6iDGJYYgMcwH9TojVu0tlDoccgDrjpYiv6oBAV5u+MPQKKnDISIiardgHyUSQrwBnE80yYz7d7sGpUKOlOZeB/vzqiWOxr5Y6rsdYZk5wMTbYQiCgAVj4wGYt4YyGE0SR0T2TBRFfLDNvAXd7JGx8HJXSBwRERFRx1i+VO/PY+J9ITZWcx2WXge8+dSSo30GmHg7kOmpkQjxcUexSotfs0ulDofs2P78GmQW1sJdIcOcUXFSh0NERNRhQ5uTDtZ5n6dq1ON0eR2A88vxyXkNieHNp4vpjSZkFdUCAAY3d363d0y8HYiHmxyzR8YBAD7YmsMGC9SqD5tnu28bHIlQX6XE0RAREXWcZcb7cGEt9FzxBwDILKwFAMQFeyHYh+O8s7N8Bk6z14HV8RI1tHoT/DwUSAjxkTqcNmHi7WDmjIqFp5scR4vV2H66UupwyA7lVNRhw/EyAMD8MQkSR0NERNQ5CSE+CPByQ5PBhKPFaqnDsQuWplKOssSWOufCXgeHmuuaXZ31MxAbCJmDNBBm4u1gAr3dMWt4DADg/a05EkdD9mjZ9lyIIjC5bxh6hznGHUAiIqLWyGTCBUtt2VwKAPY1/3dgYzXXYfn/en8+PwMAcKD5BoQj3Xxi4u2AFoyNh0ImYFdOFQ43LzUiAsz7Ga4+WAQAuH9cL4mjISIi6hqWpOMA67yhN5qss57D44OkDYa6zVB+BqxEUcS+XPMNiKEOdPOJibcDigjwxPTUSACc9aaWPt+VB53BhEHRARgW5zh/iIiIiK5kaOz5Bmuu3uPmaLEajXojArzc0DuUK9tchaXOO5O9DlBU04hStRYKmYA0B5rxtvkeQwaDAevWrUN+fj4SExMxadIkCELr6/D37t2LXbt2tXhMqVTigQce6NR1nc3C8QlYfbAIa4+WIqeiDr34h9flabR6fL4rDwCwcFyCS30eiKhr5ObmYtOmTVAoFEhPT0dERMQVj//vf/8Lk6nlF8Dx48cjLS2tU9clutig6AC4yQVUaJpQVNOI6CAvqUOSjGW5/VAHqm2lzusV6gN/TzeoGvU4XqJGSlSA1CFJxlJqMSDSH57ucomjaTubznjX1dVhzJgxeOSRR7Bnzx7MnTsXU6dOhV6vb/WcdevW4eWXX0ZeXp71p6CgoNPXdTaJ4b6Y3Dccogh81NzBmlzbyowCqLUG9Ar1xnX9e0gdDhE5mBUrVqBfv374+eef8fXXX6NPnz74/fffr3jOokWLsHXr1hZjtlrdsvlVR65LdDEPNzn6R/gDYI3r3uYltsPiuMzclchkgnXrOFffVsySeDtaqYVNZ7xfeuklnDt3DllZWQgMDERhYSH69++PDz/8EA899FCr58XGxmLp0qVdfl1n88CEBGw4XobVB4vw2OQ+6OHvIXVIJBGt3oiPtucCABaO78U74ETULjU1NXjggQfwwgsvYPHixQCAxx57DPPmzUNeXh7c3NxaPfdPf/oTrr/++i6/LtHFhsQGIrOwFvvzanBLWpTU4UhCFEXrfubDHCzpoM4bGheEzScrcCC/BvPGxEsdjmQc9eaTTWe8v/nmG8ycOROBgea199HR0bjpppvwzTffXPG82tpafPzxx1ixYgVOnjzZZdd1NkNigzA8Lgh6o4hPduZKHQ5J6NsDRaisa0JkgCdmpEVKHQ4ROZjffvsNjY2NWLBggfWxBx98EMXFxdixY8cVz922bRvef/99/P7779BqtV12XaKLsbkUkFNRj+p6HTzcZBjQvAKAXIelg/f+/GqX7XVQVdeEnIp6AI7VWA2wYeKt0+lw5swZJCcnt3g8OTkZx44du+K5DQ0N2LZtG7755hukpKRg0aJFnb5uU1MT1Gp1ix9nsHCCeZ/mFXvyoWpwnaX2dJ7BaMIHzU327hsbDzc5eyYSUfscO3YM4eHhCAgIsD6WmJgIuVx+xbFVLpdj37592LdvHx555BH0798fWVlZnbqus47X1HlDmpuGnizTQNXomt95LEtsU6MD4K7geO9qUpt7HZSpm1BY3Sh1OJLY17zMPjHMB4He7hJH0z7tWmq+e/duZGRkXPGY22+/HVFRUaivr4coii0GWwAIDAyERqNp9fybb74Zf/3rX+Hubv4PuWXLFkyaNAljx47FLbfc0uHrLlmyBM8999yV36ADmpgUhqRwX5ws0+DLjHw8NLG31CFRN/spqxhFNY0I9nbHzGExUodDRHZAFEX85z//ueIxUVFRuP322wEAGo3mknFVEAT4+/tfcWzduXMnhg4dCgDQ6/W46aabMHv2bBw+fLjD13XW8Zo6L8zXA3HBXsirasCB/GpcmxwudUjdzpJ4O9oSW+oanu5ypEQF4EB+DfbkViEm2PWaDFqaCzpiqUW7bpXV1NS0aKByuR/LMjMvL/M/hIsHVrVabX3uclJSUqxJNwBMmDABaWlpWL9+faeu+9RTT0GlUll/CgsL2/HO7ZcgCNZZ70925KJRZ5Q4IupOJpOI97aYZ7vnjYl3qM6ORGQ7oihedbwuLS21Hu/l5XXZRFij0VxxbLUk3QDg5uaGRx55BFlZWSgvL+/wdZ11vKauMSI+GACQcdY1G6wx8aYRzQmnpc7Z1VgbqzngZ6BdM95Tp07F1KlT23SsUqlETEwMcnJa7jOdk5ODxMTE9rws3N3doVKpOnVdpVIJpVLZrtd1FDelROCN9adQWN2IlXsLMN+Fmy24mg3Hy3CqrA4+SgXuGRkrdThEZCdkMtkVm5RerE+fPigtLUVDQ4M1IS4oKIBer2/XmG25ca5SqRAWFtah6zrzeE2dNzw+CKv2F2KPCyYdpSotCqsbIROAtObu1uR6hscH4d0tOcjIrZI6lG5X32RAdrG5/MjpZ7zba/r06fj222/R1NQEwNw07aeffsKMGTOsx+zZswfvvfee9ffjx4+3uMbRo0dx4MABjBkzpl3XdSVuchkenGBeYv7+1hxo9Zz1dgWiKOKd5tnu2aNi4e/J7sBE1DGWruQXNildvnw5AgICMH78eOtjS5cuxaFDhwCY9+a2jMMXntOzZ0/06tWrXdclaqsRCeYv29nnVKhvMkgcTfeyzPT1i/CDrwfHfFc1NC4IMgEorG5Eca1r1XkfKqiF0SQiMsATkQGeUofTbjbdTuyZZ57Bzz//jIkTJyI9PR1r1qxBZGQkHnnkEesxa9euxdKlS/HAAw8AAB555BH4+fkhLS0NlZWV+Oyzz3Dddddh/vz57bquq7ltcBTe2ngaxSotVu0rxL2j46QOiWxsd04VDhfWQqmQYd41XOVARB3Xs2dP/Otf/8JDDz2Ew4cPQ6vV4uOPP8ayZctaLAl//PHH8eabbyItLQ0nTpzAzTffjGuvvRahoaHYsGEDDh8+jJUrV0Imk7XrukRtFRXohcgAT5yrbcSB/BqM6xMqdUjdxpJ4D411vJk+6jo+SgUGRPojq0iFvbnVLrWbzV5rqYVjdTO3sOmMd1hYGA4dOoS7774bWq0WjzzyCHbv3g0fHx/rMSNHjrQm3QCwfv163HfffTAajYiMjMQPP/yAH3/8sUXdd1uu62rcFTI8MME8w/D+1hw0GTjr7ez+u+k0AOCOodEI9eWyTCLqnL/85S/4/fff4e3tjfDwcOzZswdz5sxpccyjjz6KtLQ0AMANN9yA33//HX369IFWq8Xs2bNx5swZ3HDDDe2+LlF7WGa9XW2praWb83AHXGJLXctS553hYiUX+5rf71AHrO8GAEF00U3g1Go1/P39oVKp4OfnJ3U4XUKrN2L8q5tRpm7Ci7cMwN0jWPPrrHbnVGHWR3vgJhew9S8TEeGAy22IqHXOOEZ1FP9b0MW+2VeIv67OwtDYQHz3wGipw+kWqgY9Ul9YB1EE9j49CWG+HlKHRBJaf6wM9y3fj4RQb2x6YoLU4XQLvdGEgc/+Dq3ehHWPj0OfcF+pQwLQvjGKGwA6EQ83Of40zjzr/e7mHOiNJokjIlv5z8ZTAICZw6KZdBMRkUuxzPgeLqp1md1cMnKrIIpAQqg3k27C8LggCAJwtqIeFZqmq5/gBLKKVNDqTQjwckPvUMdc5czE28nMGh6DEB8lztU24vuD56QOh2xgz9kq7DlbDTe5YG2qR0RE5Cpig70Q7qeE3ijiUGGN1OF0i91nzcvqRyUESxwJ2QN/LzckNc/4usq2YnuaPwMj44MhkwkSR9MxTLydjKe7HPePMzfaenvzGRg46+10/rPBXNvN2W4iInJFgiC43H7eu3OaE+9eTLzJbGTzTZi9LtLrwBk+A0y8ndDdI2IR5O2OguoG/Hi4WOpwqAvtOVuF3Wer4CYX8ABnu4mIyEW5UoO16nodTpRqAJxPtoiGu1CDtSaD0drVfzQTb7In3koFFoxtnvXexFlvZ2KZ7b5jaLRD7l9IRETUFSwz3ocKap1+J5eM5iW2fcJ9EOLDXUzIzJJ4nyjVoLZBJ3E0tpVZUIsmgwkhPkr0DnPM+m6AibfTmjMqDgFebjhbWY/vD7HW2xlkXDDb/eBEznYTEZHr6hXqjRAfdzQZTMgqUkkdjk2xvpsuJ8RHiV6h3gCcv87b8hkYmRAEQXDM+m6AibfT8lEqsHC8ucP5fzaehs7AWW9H95+NnO0mIiICzHXelhm/PTnOvdzcGWpbyTYspQe7+BlwCEy8ndi9o+IQ6qtEUU0jVu0rkDoc6oTdOVXYlcPZbiIiIotRLpB0VGiacLq8DgAwPN6xkw7qetf0DgEA7MqplDgS29HqjThUUAvA8Vd9MPF2Yp7ucjzcnKS9tekMtHrnroFyVqIo4pXfTwAA7hwWw9luIiIinE86DuTXOO1+3pYtlJJ7+CLI213iaMjejEoIhiAAp8rqUK7WSh2OTRzMr4HOaEK4nxLxId5Sh9MpTLyd3J3DzcuSyzVN+GJ3vtThUAdsPF6OQwW18HCT4ZFrOdtNREQEAPEh3ojw94DOaLJ2PHY2lsTb0ZfYkm0EertjQIQ/AGCnk856W+q7R/cKcej6boCJt9NTKuR4dFIiAOC9rTmoazJIHBG1h8kk4rV1JwEAf7wmHmF+HhJHREREZB8EQbDOeu8849xJh6MvsSXbGd3b/G9j5xnnLLmwlJI4w2eAibcLuHVwJOJDvFFdr8OnO3KlDofa4cfDxThRqoGvhwILx/WSOhwiIiK7MibRnHjvcMLEu0ytxdmKegjC+e3TiC425oKbT6IoShxN16pvMuBwYS0A51j1wcTbBSjkMjw22Tzr/eH2s1A16CWOiNpCZzDhjfWnAAALx/eCv5ebxBERERHZl9G9zEnH0WI1quuday/j7afNNxNSIv35HYBaNTQ2CO5yGUpUWpytrJc6nC61L68aBpOIyABPRAd5SR1OpzHxdhHTUiKQ3MMXGq0B723NkTocaoNv9heioLoBIT5K/PGaOKnDISIisjuhvkok9/AF4HydnbefrgAAjE0MlTgSsmee7nIMiQ0EAOxyspUf206Z38+4PiESR9I1mHi7CJlMwOIpSQCAT3fmori2UeKI6EoadUb8t3nf7keu7Q0vd4XEEREREdmn83XezlPjajKJ2NE84z020TmSDrKda5rrvJ2t5MLZbj4x8XYhk/qGYXh8EJoMJmvDLrJPn+zMRbmmCZEBnrhzeLTU4RAREdmta6zNpZwn6ThWokZVvQ7e7nKkxQRKHQ7ZOcvNp905VTCanKPOu0TViNPldZAJwGgnqO8GmHi7FEEQ8PTUvgCA7w+dw9FilcQR0eVU1jXhvS3mcoDF1/WBUiGXOCIiIiL7NTw+GAqZgILqBhRUNUgdTpew1HePTAiGu4Jf1+nKBkb6w1epgFprQPY55/h+v715mXlKVAACvJxjD3t+kl3MoOgATBsUAVEElvx6wum6HzqDN9efQl2TASlR/pg+KFLqcIiIiOyaj1KBtJgAAM6zl/GOM5YltlxmTlenkMswspdzLTff1rzMfFwf51hmDjDxdkl/vS4J7nIZdpypxLbTzvHhdBanyzT4am8BAODpqX0hkwkSR0RERGT/LEttLTWhjqxRZ8S+3BoAwFgnSjrItsY136TZetLxPwNGk2i9gTDOiW4+MfF2QdFBXpgzKhYAsOTX405TC+IM/v3rcZhEYEq/cIxIcI56FiIiIlsb35ygbj9dCb3RJHE0nZORWwWd0YTIAE8khHhLHQ45iAlJYQCAAwU1UDU69tbB2edUqG3Qw1epwKDoAKnD6TJMvF3Uw9f2hp+HAidKNVh9sEjqcAjAjtOV2HyyAgqZgCdvSJY6HCIiIoeREhWAIG93aLQGHMyvkTqcTtl+QTdzQeDKN2qb6CAv9Ar1Ns8WO/iKVsvKldG9g+Emd5501XneCbVLgJc7Hrk2EQDw2u8nUddkkDgi12Y0ifjXL8cAAPeMjEVCqI/EERERETkOuUywznpvdvCltltPmeMf40RLbKl7WGa9t5wslziSztlmvfnkXKUWTLxd2JzRsYgL9kK5pglvbzojdTgubfWBIpwo1cDPQ4FHJyVKHQ4REZHDmZBk/pLuyElHQVUDzpTXQS4TnC7pINubaEm8T1XA5KClpKpGvXXVyjgn+www8XZhSoUc/7ipHwDg4x1nkVtZL3FErkmt1eOV308AAB65NhGB3s6xZQIREVF3GpcYCpkAnCjVoLi2UepwOmTTiTIAwNDYQPh7ukkcDTmaYfGB8HKXo0LThGMlaqnD6ZBtpypgMInoHeaDmGAvqcPpUky8Xdy1yWGYkBQKvVHECz8fkzocl/Tm+lOorNMhIdQb946OkzocIiIihxTo7Y60mEAAwBYHXW6+8YR5tn5S3zCJIyFHpFTIMbqXuUTBUVd+bDxuvvnkjJ8BRXe8iMFgQE1NDYKDgyGTXTnXLysrg15/aSc+Dw8PhISY/yFpNBqoVC03h5fJZIiIiOi6oF2EIAj4x039sPPMNmw6UY5NJ8pwbXK41GG5jBOlaizfnQ8AeHZaf7greC+MiKSlUqkgl8vh43PlXhONjY2oqqq67HNhYWFwdzev3jl37hxEseWSx4CAgKten6gjJiaF4kB+DTafLMddI2KkDqdd6poMyDhbDQD8LkYdNiEpFBuOl2HLyQo8fK1jlS8ajCZsae5xMMkJPwM2/5a/ZMkSBAUFIT4+HqGhofjoo4+uePzMmTMxcuTIFj/R0dF46KGHrMf85z//Qa9evVock56ebuu34rR6hfpg3jXxAIAXfj7+/+zdd3wT9f8H8Fd2R7o3bemA0rJb9t4blSVTXAwXTsCBC1B/4AYnoiD6BREBEVA2CAJl7z0L3XvvNsnn90d614Z0pGkuSZv38/Hgob187nOfJJe7e38mSlVqC5fINjDGsHDbVag1DCPa+qIfrdVJCLGgO3fuoGfPnvDx8YG7uzuGDh2K5OTkGtPv27dP737dtm1bBAYG4u7du3y6oKAgREVF6aT7448/zPGWiA3iJpeKvpPR6J5njt7OQJlagyAP7ezUhBiDm+vgXFw2corKLFya+jkXl4OconK4OsjQqbmrpYtjcoIG3r///js++OADbN26FQUFBVixYgWee+45HDx4sMZ9Dh06hISEBP7fP//8AwCYNm2aTrqoqCiddFevXhXyrTR5Lw5qCS8nBe5lFGL10XuWLo5N2H4xCSfvZcFOJsa7D7W2dHEIITZMrVZjzJgx8PHxQVZWFtLT01FcXIypU6fWuM8jjzyicx9OSEjAwIEDERkZidatda9pa9eu1Uk3c+ZMod8SsVFtmznD20mBojI1Tt3LsnRx6oUb3z0owpuWESNGC3BzQCsfJTSs8Q25OFDxGxjQygvSJrSMGEfQd/Tdd99h3LhxGDRoEABg0qRJ6NOnD77//nuD81i1ahX8/PwwevRovddycnJQXNw4J8+wNk52Mrw1Qrt29NcHbiM+q8jCJWraCkpVWLLzOgBgzoCWCHBrWpNHEEIal4MHD+LatWv49NNP4eDgABcXF3z44Yf477//DK7YTklJwY4dOzB79my911QqFTIyGve6sqRxEIlEGBShbfXedy3VwqUxnEbD8O+NptvFlpjXsDa+AIC911IsXJL6OXBdOy59UOum+RsQLPDWaDQ4c+YMevfurbO9b9++OHXqlEF5lJSUYP369Xj66achleoORz99+jQCAwPh4uKCjh074t9//zVZ2W3V+E7+6BHqjpJyDd7dekVvTB4xneX7biE1rxRBHg6Y3S/U0sUhhNi4U6dOwdPTE61ateK39enTh3/NEL/++itkMhkee+wxvdfGjRuHFi1awNnZGS+//DIKCgpMU3BCqjG8rTbo2HM1pdEsqXQ5MRcZBaVwlEvQLcTd0sUhjdywttrA9dDNdJSUN44hF7GZhfxSev2b6PDLek2ulpeXh7y82qem9/LygkKhQH5+PkpLS/kJ0Tienp5ITzes28OWLVuQk5Oj1yUtLCwMhw4dQp8+fVBSUoJ33nkHo0ePxrlz5/S6t3FKS0tRWlqq816ILpFIhP8b1x4jlx/Bf7fS8c+lZDzckSasM7VLCTn4OVrbnX/RI21hJ5NYuESEkKYoISGh1tcVCgW8vLQPN+np6Xr3a5lMBhcXF4Pv2T///DMmTZoEFxcXne1vvfUW5s2bBzc3N5w5cwbjxo1Dbm4ufv3112rzofs1aaheLT2gVEiRmleKiwk5/Ezn1mx/xUzO/Vp50USrpMHa+7ugmYsdknJLcPR2Boa0sf4W5H8rZvTvGtx0l9Kr1y975cqVehOpPPjv3Llz2owrZi9XqVQ6eZSXl0MiMSzQWL16NQYPHozQUN0WwcmTJ6Nv374QiUSwt7fH559/Dl9f3xpv4oB2kjcXFxf+X2BgYH3eus1o4aXECwNbAAAW/30NuUX6M8wT45WrNXjrz8vQMOCRjs0wMLzpLZVACLE8tVpd5/36hRde4NOLxWK9+zVg+D37yJEjuHXrVrXdzD/66CO4uWkDny5duuCDDz7AunXrUFRU/ZAmul+ThlJIJfwEU3uuNo7u5ruuaLsED20EARKxfiKRCMPaNq7u5nsrfqtDmmg3c6Cegffrr7+uN5HKg/969uwJAHBycoKzszNSUnS/7NTUVPj7+9d5rHv37uHgwYPV3sT13oRYjODgYNy/f7/GNAsWLEBubi7/Lz4+vs58bdXzA1qghZcjMgpK8cmeG5YuTpOy+ug9XEvOg6uDDO8/3MbSxSGENFESiaTO+/WmTZv49AEBAUhLS9MZYlRQUICioiKD7tmrV69G69at9YaXVSc0NBQajQZxcXHVvk73a2IKI9pVdje39qFzd9LycSetADKJCIObcNBBzGtYRSXO/utpUKk1Fi5N7TIKSnHynnZ5Sm6oSFMkaF+Wfv36Yd++fTrbdu/ejX79+vF/5+XlISkpSW/fn3/+GR4eHhg7dqzeaxqN7slTUFCAK1eu6LWMV6VQKODs7Kzzj1RPIZVgybj2AID1J+Nw5n7jmhXUWsVmFmLZvlsAgHdGtYanUmHhEhFCiFa/fv2Ql5eHkydP8tt2794NkUjEj/UGtN3XHxyfnZ+fj02bNlVbUf7g/RoATpw4AblcjoCAgGrLQvdrYgoDwr0hl4pxL6MQt9Ose06BXZe1jVR9Wno22S62xPy6hbjDxV6GrMIynI3NtnRxarXnago0DOgQ4IJA96Y74bCggffbb7+NAwcOYMmSJbh8+TLmzZuHe/fuYd68eXyaL7/8Em3a6Lb8aTQa/PLLL3jyySchl8v18h08eDDWr1+P69ev48iRIxg7diwYY3j++eeFfDs2pXuoByZ10T4UvbH5EorLGsfEDNaKMYa3/7qMUpUGvVt64NHO1T9wEkKIJXTu3BmjRo3C7NmzER0djQMHDmDu3LmYMWOGToAcGBiIVatW6ez7+++/Q61W44knntDL9+eff8arr76KI0eO4MaNG/j222/x4Ycf4tVXX4VSqRT8fRHbpVRI0aeldt6CPVesu6vtzoryjWznZ+GSkKZEKhFjcGvtkEZrH3LBVT419d+AoIF3z549sWPHDuzbtw9jx47F1atXceDAAYSHh/NpnJ2d9bqxHTt2DIyxGruZ//TTTzhw4AAmTpyIefPmISIiApcvX6ZxYCb2zqg28HFWICajEJ/tuWnp4jRq607GIfpOJhRSMf5vbHtan5MQYnU2bNiAwYMHY+bMmXjllVfwxBNP4LvvvtNJ4+/vDycnJ51tu3fvxpNPPgkPDw+9PJ9++mm0a9cO77//PsaOHYsdO3Zg9erV+OSTTwR9L4QAwPCKmZ13X7XewDs2sxDXk/MgEYtofDcxuaoz/FvrkIuswjIcj9F2Mx/Vvul2MwcAEbPWb0FgeXl5cHFxQW5uLnVjq8XBm2l4es1piETAhtk90D1U/8GK1O5+RiFGfnUExeVqvP9QG8zoE2LpIhFCrBzdoyrRZ0GMlVlQiq7/tx8aBhyaPwDBno6WLpKeH/67i4933UCflp5YN6u7pYtDmpjiMjW6fLQPhWVq/Pl8L3QOsr4Z/v84HYc3/7yMts2csePlvpYuTr3V5x5F6xWQWg0M98bkLoFgDHh98yUUlurPektqptYwzN90EcXlavQM9cBTvYItXSRCCCHEJngoFehd0d3874v68wlZg52XkwEAI5t4Sx+xDHu5hJ/d3Hp/A9oeKaPaN+1u5gAF3sQA7z7UGv6u9ojLKsLHu2iW8/r46UgMzsRmQ6mQ4rOJHSAWUxdzQgghxFzGRGqHM269kGh1XW3vphfgUkIuJGJRk57JmVjWIx2bAQD+uZRkdbObZxaUIvpOBoDKlQiaMgq8SZ2c7GT49NEOAIC1J2Lx7w3rnqDBWtxIycOXe7WzmL//UBsEuDXdWRoJIYQQazS8rQ/kUjHuphfiWnKepYujY9v5RABAvzBPWumECKZPmCfcHGTIKKgcS20t/rmUDJWGob2/C1p4Nf0JNynwJgbp3dITM3prxybP33QJqXklFi6RdSsuU+Ol9edRptZgcIQ3JnahWcwJIYQQc3Oyk2FIxczO2y9YT1dbxhj+uqANvMdG+deRmhDjySRivhv3Niv6DQDAlorKp3E28hugwJsY7M2R4WjbzBlZhWV4dcMFqDXW1WXLmizafhW30wrg7aTAJ492oFnMCSGEEAt5pKP2oX77xSRorOTZ5VxcNuKziuEol2BYm6bfxZZYFtfdfM+VFJSUW8cSwXfTC3AxPgcSsQiPRDazdHHMggJvYjCFVIJvpkbBQS7B8ZhMrDh0x9JFskrbLiTijzPxEImA5VMiqfsYIYQQYkEDI7zgZCdFcm4JTt7LsnRxAABbzmlb+oa384W9XGLh0pCmrmuwO/xc7JBfqsL+69YxZHSrDQ61oMCb1EuolxIfjGkHAFi2/zZO37eOG5i1uJdRiLe3XAYAvDQoDL1aeFq4RIQQQohtU0gleKiDtqvtxjPxFi4NUKbSYEfFbOa20sWWWJZYLMKETtphj3+ctvxvQKNh+IvrZt7JdoZjUuBN6m1CJ3+MjWwGtYbhhd/O0XjvCsVlasz57RwKy9ToFuKOlwe1tHSRCCGEEAJgctfmALTLd+UWlVu0LPuupSKnqBzeTgqqoCdmM6lLIADg6J0MxGcVWbQsp+5nISG7GEqFFMPa+Fi0LOZEgTepN5FIhP8b1x6tfJRIzy/F8+vOokxlXcsTmBtjDG9tuYRryXlwd5Tj6ylRkEro50UIIYRYg44BLojwdUKpSoO/zidYtCzrT8UC0AZCElpmlJhJcw8H9G7pAcaATWct+xv4/VQcAOChDn6wk9nOUAuKDIhRHBVS/Ph4FzjbSXEuLgeL/75q6SJZ1Koj97DtQhIkYhG+m9YJvi52li4SIYQQQiqIRCJM7aZt9d5wOt5ia3rfzyhE9J1MiETAlG6BFikDsV1cz49NZ+ItNklyZkEpdl1OAQA81j3IImWwFAq8idGCPR3x1dQoiETAbyfjsKGi9srWHL6VjqW7rgPQrtfds4WHhUtECCGEkAeNjfSHQirGjZR8XIjPsUgZfj+tfVbq38oLAW4OFikDsV3D2vjA1UGG5NwSHL6dbpEybD6bgDK1Bh0CXNA+wMUiZbAUCrxJgwwM98b8YeEAgPe2XcGxuxkWLpF53UkrwEu/n4eGARM7B+CJnrZVc0cIIYQ0Fi4OMoyuWM94/UnzNxaUqtTYfEbbxZdrfSfEnOxkEn5Cv7XHY81+fI2G8d3MH+tue78BCrxJg70woAVGd/BDuZrh2bVncSs139JFMou0/BI8+fMp5BaXI6q5Kz4c247W6yaEEEKs2GM9tA/72y4mIT2/1KzH3n4hCZmFZfB1tsPgCG+zHpsQzhM9gyESAf/eSMPd9AKzHvu/2+m4n1kEJ4UUD3e0jbW7q6LAmzSYSCTCFxM7omuwG/JLVHjq51NNfqbzwlIVZvxyGok5xQj2cMCqJ7rY1OQQhBBCSGPUqbkbIgNdUabSYN0J87X4Mcaw+ug9AMBTvYNpAlZiMSGejnzFzy/R98167J8OxwAAJncNhINcatZjWwP61ROTsJNJ8NMTXRDq5Yik3BI8veY0costu1yHUMpUGsxZfw5XEvPg4SjHrzO6wUOpsHSxCCGEEFIHkUiEWX1DAADrTsSipFxtluMeuZ2BGyn5cJBLqJs5sbgZvbW/gc1nE5BTVGaWY15JzMWxu5mQiEV4uk+IWY5pbSjwJibj6iDHr093g6dSjmvJeXhqzSkUlKosXSyTUqk1eGXDeRy6mQ47mRirn+qKIA9HSxeLEEIIIQYa0dYX/q72yCwsw5ZziWY55k9HtC19k7oEwsVeZpZjElKTni08EOHrhOJytdl6fvxY0dr9cAc/+Lvam+WY1oYCb2JSge4OWDuzO1wdZDgfl4MZa06jqKxpBN9qDcNrGy9i15UUyCVi/DC9MyIDXS1dLEIIIYTUg1QixtO9gwEAK/67g3K1RtDjXYjPwZHbGRCLgJk22tJHrItIJMJz/VsAAFYdvYf8EmF7qcZlFmHH5WQAwKy+oYIey5pR4E1MrrWfM9bO6A4nhRSn7mdh9v/ONPrgW61heH3zRfx9MQkyiQgrpnfCgHCaGIUQQghpjB7rHgRPpQLxWcX482yCoMf6ct8tAMDYKH8EutMSYsQ6PNyxGUI9HZFTVI7/CTzD+fL9t6DWMPRr5YV2/ra1hFhVFHgTQbQPcMEvM7rBUS5B9J1MTF910mxjSEytVKXGS7+fw5ZziZCIRfhmaicMbu1j6WIRQgghxEj2cgmeH6Bt8fvm3zsoUwnT6n3mfhYO30qHRCzCK4PDBDkGIcaQiEV4ueKc/OlIjGCt3rdT8/HXBe2QjvnDWglyjMaCAm8imM5BbvjfzO5wsZfhXFwOJq08jpTcxjXbeUHF7OU7L6dAJhHh26lRGNHO19LFIoQQQkgDPda9OXycFUjMKebXFjYlxhg+33sTADCxcwDNCUOsTtVWb24Mtql9ue8WGAOGt/VBhwBXQY7RWFDgTQTVOcgNG5/tCW8nBW6lFmDCimONZp3vlNwSTP3xBKLvZMJBLsGap7phZHs/SxeLEEIIISZgJ5PgxUHaFr8v991CVqFpe+btuZqKEzFZkEvEeHFQS5PmTYgpSMQizB8eDgBYeTgG8VlFJs3/9P0s7LqSApEImDcs3KR5N0YUeBPBhfs64c/neyHYwwGJOcUY91009l5NsXSxanU+LhsPf3sUlxNz4eYgw/rZPdAnzNPSxSKEEEKICU3tGojWfs7ILS7HZ3tumizfknI1PtpxDQDwTL9QBLjR2G5inUa280XPUA+UqTT4vx3XTZavSq3Be1uvAAAmdwlEKx8nk+XdWFHgTcwi0N0BW17ojR6h7igsU+OZtWexbJ92ogVrwhjD76fiMPnHE0jPL0W4jxO2zelDs5cTQgghTZBUIsYHY9oCADacjsOF+ByT5PvNv7eRkF0MPxc7vDCwhUnyJEQIIpEICx9pA7EI2H01BYduppkk31+Px+JGSj5c7GV4Y0SESfJs7CjwJmbj7ijH2pnd8WTPIADAVwduY+qPJ5CQbdpuLcbKKSrDC7+dw4Itl1Gm0mBoGx/8+UIvNPegWmpCCCGkqeoa7I5xUf5gDJi38QKKy9QNyu98XDZWHLoLAFj4cBs4yKWmKCYhgonwdcaTvYIBAG/+eQm5RQ2baO1OWgE+3X0DAPD68HC4O8obWsQmgQJvYlYyiRiLx7TDFxM7wlEuwan7WRj51RFsPBMPjQVbvw9cT8XIr45g15UUSMUiLBgZgZXTO0OpoJslIYQQ0tS9/1AbeDspcDe9EEt2Gt/dNr+kHPM2XoSGAWMim2FEO5obhjQObwyPQKinI1LzSvHO1stgzLjn8lKVGq/9cQGlKg36hnliWrfmJi5p40WBN7GICZ0DsPOVvohq7or8EhXe2HwJk388jhspeWYtR1JOMZ5dewYzfz2D5NwShHg6YssLvfBs/xYQi0VmLQshhBBCLMPNUY7PJ3YEAKw9EYuNZ+LrnYdGw/DaHxcRk1EIX2c7fPBIO1MXkxDB2Msl+GJSR0jEIvxzKRk/Han/LOeMMbz71xVcTsyFi70Mnz3akZ6nqxA88L527Rpefvll9OnTB3v37jVon8uXL2PGjBkYPHgwnnvuOcTE6H/xhqQh1i3IwxGbnu2Jt0ZGwF4mwen72Rj99VG8sfmiyWdVfFBmQSn+b8c1DPz8EPZcTYVULMKz/UKx4+U+Nr/UASHENpWUlGDt2rUYMWIEpkyZYtA+KpUKX331FUaOHImHH34Yq1ev1mslMSQNIdagXysvvFwx+/g7f13G0dsZBu/LGMP/7byO/ddTIZeK8cPjneHiIBOqqIQIIqq5G95/qA0AYOmuG9h5Oble+39/6C42nU2AWAR8NSUSvi52QhSz0RI08F65ciUeffRRhIaGIjo6GmlpdQ/Wv3btGnr16gWpVIpXX30VWVlZ6NGjBxITE+uVhjQOUokYz/Vvgf3z+mNEW1+oNQwbzyRg4OeH8Pqmi7ickGvS48WkF+DDf66h76cH8dOReyhVadA12A3/vNwHC0a1pnFYhBCb1bp1a+zZswdOTk44c+aMQfs888wz+PzzzzF9+nSMHTsW8+fPx7vvvlvvNIRYi1eHtMLoDn4oVzPM/PU0/r2RWuc+Gg3Dh/9cx+qj9wAAH49vT5OykkbriZ5BmNa9ORgDXvr9PLZdqDu+Yozhq/23+ZUB3h3dBgPCvYUuaqMjYgJWO+fk5MDV1VV7IJEIa9euxfTp02vdZ+rUqYiLi0N0dDQAQK1WIywsDGPHjsWXX35pcJq65OXlwcXFBbm5uXB2djbyHRJTOxubjeX7b+FIlVrmDgEueKiDH4a39UWQh2O980zLL8Geq6nYeSkZx2My+e3t/V0wd1grDGjlBZGIusEQQqyHJe5R2dnZcHNzw6JFi7Bu3TrcuXOn1vQ3b95EREQE9uzZg2HDhgEA1qxZg2effRbJycnw8PAwKE1d6H5NzK2kXI0X15/H/uupEIuAFweF4eVBLSGV6LdXpeaV4K0/L+HgzXQAwP+Na4fHugeZu8iEmJRaw/D65ovYck4bdM/oHYI3RoTDTibRS5tdWIb3t1/F3xeTAADzh7XCi4PCzFpeS6rPPUrQ5j0u6K6P/fv3Y968efzfEokEDz30EPbt21evNKRx6hzkhrUzu+NsbDZ+PXYfu64k41JCLi4l5GLJzhsIdLdHp+ZuaNfMBc09HODvag+lQgo7mQRlKg0KSlVIzStBbGYhbqTk40xsNu6kFfD5i0TAwHBvPN4jCAPCKeAmhBCOm5tbvdLv27cPjo6OGDx4ML9tzJgxmDFjBg4dOoQJEyYYlIYQa2Mnk2DF9E54e8tlbDqbgK8P3Mb2C4l4omcweoR6wMVBhoSsIuy9looNp+JQWKaGQirGxxPaY1xUgKWLT0iDScQifP5oR3g4yvHTkXv4Ofoedl9JxuM9g9GnpSfclXKk5Bbj3xtpWHciDrnF5ZCKRXjvoTb87OhEn1X1qy0sLERGRgb8/f11tvv7+yMuLs7gNNUpLS1FaWkp/3dennkn8SL10znIDZ2D3JBR0AY7LiVj77UUnIjJQnxWMeKzirHtQlK98osMdMWIdr4Y3d4Pge60PBghhDRUbGwsfHx8IJFUtoC4u7vD3t6evx8bkuZBdL8m1kAmEeOziR3Rt5UXFm2/ivuZRfjgn2vVpo0MdMXS8e3R2o96ZJCmQywW4Z3RbdA9xAPvbr2CpNwSfLL7Bj6pJm2ErxP+b1x7dA6qXwWuralX4P3TTz/h119/rTXNN998g6ioKKMKU16uXTPOzk53IL69vT3KysoMTlOdpUuXYvHixUaVi1iOp1KBJ3sF48lewcgvKceF+Byci83BrbR8xGcVISmnBMVlKhSXq6GQSuCokMJTKUewhyNCvRzRqbk2gHej9QMJITZErVajf//+taaJiorCN998Y/QxysvL9e7FgPb+XPWeXVeaB9H9mliTRzo2w+AIb2w6E4/dV1NwIyUfRaVqeCjl6BTkhkc7BaB/Ky+auZk0WUPa+KBPmCf+Op+InZeTcS0pD/klKrg6yBAZ6IpxUf4Y1tYXEvoN1Klegffw4cPRunXrWtOEhoYaXRgnJyfIZDJkZmbqbM/MzIS7u7vBaaqzYMECzJ07l/87Ly8PgYGBRpeVmJ+TnQx9w7zQN8zL0kUhhBCrJpFI8PHHH9eaxsXFpUHHcHd317sXq9Vq5OTk8PdjQ9I8iO7XxNo4KqR4qncInuodYumiEGIRdjIJpnZrjqm0JneD1Cvwbt68OZo3F+4Dl0gkaN++Pc6ePauz/dSpU3wruiFpqqNQKKBQKExfaEIIIcQK9enTR9D8o6KikJaWhoSEBAQEaMe1njlzBowx/n5sSJoH0f2aEEJIUyT4Ot51+fnnnzFy5Ej+7xkzZmDTpk24ceMGAOD48eM4cOAAZsyYUa80hBBCCDGtPn36YNOmTQCAoUOHwt/fHx999BEAQKPRYMmSJejQoQM6d+5scBpCCCHEFgg6udqZM2fw6quv8n9/+OGH+OGHH/Dwww/jzTffBADExcXh+PHjfJrnn38ely5dQmRkJFq0aIG7d+9i/vz5GD9+fL3SEEIIIcRwL7zwAi5duoS4uDikp6fzLeZ//fUXvLy0Q3yio6Px6KOPAtCO0968eTMeffRRNG/eHGVlZXBxccG2bdv4FSMMSUMIIYTYAkHX8c7NzcXly5f1tvv6+qJly5YAtIF3UlISevTooZMmJSUF8fHxCAkJgaenZ7X5G5KmJrQuKCGEEGtliXvU5cuXkZubq7e9W7dukMu1E1QePXoUoaGhaNasGf+6SqXClStXIJVK0aZNG4jF+p3pDElTE7pfE0IIsVb1uUcJGnhbM7qRE0IIsVZ0j6pEnwUhhBBrVZ97lMXHeBNCCCGEEEIIIU0ZBd6EEEIIIYQQQoiAKPAmhBBCCCGEEEIERIE3IYQQQgghhBAiIAq8CSGEEEIIIYQQAVHgTQghhBBCCCGECIgCb0IIIYQQQgghREBSSxfAUrjly/Py8ixcEkIIIUQXd2/i7lW2jO7XhBBCrFV97tc2G3jn5+cDAAIDAy1cEkIIIaR6+fn5cHFxsXQxLIru14QQQqydIfdrEbPR6nSNRoOkpCQ4OTlBJBI1KK+8vDwEBgYiPj4ezs7OJiqh+TT28gON/z1Q+S2rsZcfaPzvgcqvizGG/Px8NGvWDGKxbY8KM+X9GqBzzdKo/JbX2N8Dld+yGnv5AdO+h/rcr222xVssFiMgIMCkeTo7OzfaExBo/OUHGv97oPJbVmMvP9D43wOVv5Ktt3RzhLhfA3SuWRqV3/Ia+3ug8ltWYy8/YLr3YOj92rar0QkhhBBCCCGEEIFR4E0IIYQQQgghhAiIAm8TUCgUWLhwIRQKhaWLYpTGXn6g8b8HKr9lNfbyA43/PVD5ibk09u+Kym9Zjb38QON/D1R+y2rs5Qcs9x5sdnI1QgghhBBCCCHEHKjFmxBCCCGEEEIIERAF3oQQQgghhBBCiIAo8CaEEEIIIYQQQgREgbeBcnJy8PXXX6Nbt24YMGCAQfuUlpZi8eLF6NatG7p3747/+7//Q3l5eb3TmMr69esxaNAgREVF4ZlnnkFKSkqNaYuKihAREVHtv++++45P9+KLL+q9PmPGDEHKf/78eUyYMAEdO3bEmDFjcPz48VrT//HHH9WWX61WNyhfY2VkZGDOnDmIiorCgAEDsGbNmlrTq9Vq/Pbbbxg7diw6d+6MiRMn4vDhwzpp4uLiqn2PR48eNbqcarUan332GXr27ImuXbvi3XffRVFRUYP3MSZfY23fvh3Dhg1DZGQknnjiCdy/f7/W9HFxcZg/fz569eqF/v3747333kNubq5Omvfee0/vcx43bpwg5b958yamTp2KyMhIjBo1Cvv37681/d69e6s9DzIyMhqUr7Hy8vIwf/58dO7cGX369MG3336L2qYT+e2332q83iQlJQEA8vPzq33977//Nnn5S0pK8L///Q/9+/dHRESEQecpYwzff/89+vbti06dOmHu3Ll655AhaYhpHD9+HE888QQiIiKwefNmg/Y5efIkxo4di44dO2L8+PE4e/asUWlMISUlBc888wyioqIwaNAgrF+/vtb0n376abW/j7Zt20Kj0QAAbty4UW2ac+fOmbz85eXlWLp0KXr06IGuXbti4cKFKCkpqXWfvn376pXtq6++anC+xtqyZQuGDh2KyMhIPP3004iPj681/b179/Daa6+hV69eGDhwIBYvXoz8/HydNG+88Ybee5wyZUqDynn58mVMnDgRHTt2xMMPP6z3nGDsPsbka4zs7Gy88sor6NSpE/r164cff/yx1vQajQZ//PEHxo8fj86dO2PChAn4999/ddKkpqZWe64fOHDA5OXXaDT4+uuv0bt3b3Tu3BlvvPGG3vf+oEceeUSvbIsWLWpwvsbas2cPRo4cicjISEybNg23b9+uNX3Pnj2r/XzffvttPs3SpUv1Xh8+fLgg5b927RpefvlltGnTBp9++qlB+9y5cwfTp09HZGQkRowYgV27dhmVpt4YMUh4eDh78cUX2cyZM5m/v79B+zz22GMsJCSE7dy5k/3999/M39+fzZo1q95pTGHNmjVMLpezlStXssOHD7MhQ4aw8PBwVlJSUm16jUbDrl+/rvPv66+/ZgDYyZMn+XRjxoxhjz32mE66uLg4k5f/1q1bTKlUsjlz5rBjx46x+fPnMzs7O3b+/Pka91mxYgVr3ry53vtoaL7GKC8vZ5GRkaxfv37s0KFDbM2aNczOzo59++23Ne7z9ttvs+nTp7O//vqLnTlzhi1evJiJxWK2Y8cOPs3t27cZALZ//36d91hQUGB0WV955RXm4+PD/vrrL7Znzx7WqlUrNnbs2AbvY0y+xti2bRuTSqXsyy+/ZEePHmXjxo1jAQEBLCcnp9r0paWlLCwsjH3xxRcsOjqa7d27l3Xq1Il17dqVlZWV8elmzpzJRo0apfM537t3z+TlT0pKYp6enuzxxx9n0dHR7MMPP2RSqZQdOnSoxn02bdrEnJyc9M51lUrVoHyNNWDAABYVFcUOHDjANmzYwFxcXNiiRYtqTJ+dna1X9oEDB7LWrVvrpAHANm/erJMuNzfX5OUfPnw4mz59OnvnnXcYAJafn1/nPh9++CFzcXFhv//+Oztw4ADr1KkT69u3L9NoNPVKQxpuxYoVrEePHuyXX35hcrmc/fTTT3Xuc+nSJWZvb8/mzZvHjh07xl588UXm6OjIbty4Ua80plBcXMzCw8PZ0KFD2eHDh9kPP/zA5HI5W7NmTY37pKWl6f2GWrVqxUaOHMmnOX/+PAPAjh8/rpOuqKjIpOVnjLFnn32W+fv7s+3bt7Ndu3axkJAQNmXKlFr38fHxYZ9++qlO2dLT0xucrzE2btzIpFIp+/rrr9mRI0fY6NGjWXBwcI3Xgry8PNaqVSu2fPlyduzYMbZr1y7Wvn171rt3b53r8GOPPcbGjh2r8x7v379vdDnv3bvHXFxc2OzZs9mxY8fY22+/zeRyuc5zmjH7GJOvMdRqNevWrRvr2bMnO3jwIFu7di1zdHRkn3/+eY37LF68mE2ZMoVt2bKFnTlzhi1ZsoSJxWK2ZcsWPk18fDwDwHbu3KnzWRtyLa+vd955h7m7u7ONGzeyffv2sfbt27MhQ4bUuk/btm3ZggULdMqWkpLS4HyNsX//fiaVStmSJUtYdHQ0mzp1KvP29mapqak17nP79m2dsv/5558MAPvjjz/4NK+88gobMGCATrq7d++avPwHDx5krVu3ZsuWLWOtWrVi8+bNq3Of9PR05uPjw6ZMmcKio6PZxx9/zCQSCduzZ0+90hiDAm8DcQHq0qVLDQq8b9y4wQCwvXv38tu2bNnCRCIRf5E1JI0paDQa1rx5c/bGG2/w2zIzM5lMJmM///yzwfmMHz+edejQQWfbmDFj2Jw5c0xW1prMnj1b79i9evVikyZNqnGfFStWsBYtWpg8X2P88ccfTCwWs+TkZH7b+++/z7y8vHRuylWVlpbqbRs9ejR75JFH+L+5wNtUAWBqaiqTSCRs/fr1/LbDhw8zAOzcuXNG72NMvsaKiopiM2bM4P8uLi5mLi4u7NNPP602vUaj0QmwGWPs8uXLDAA7duwYv23mzJls8uTJJi1rdRYsWMACAgKYWq3mtz3yyCNs0KBBNe6zadMm5uLiYvJ8jXHgwAEGgF27do3f9vXXXzMHBweDK4QyMjKYXC5nX375Jb+NC7xPnz5t0vJWh7ve//XXXwYF3oWFhczR0ZF9/fXX/LZr167pXN8NSUNMo2qFskKhMCjwnjp1KuvVq5fOto4dO+pcSwxJYwqrV69mcrmcZWdn89vmzp3LgoKCDM7j0qVLDIBOMMIF3g8Gs6YWHx/PRCKRzrH37t3LALCrV6/WuJ+Pjw9bu3atyfM1RuvWrdkLL7zA/11QUMAcHBx0fr9VqdVqVl5errPt9OnTeve4xx57jD355JMmK+dLL73EwsPDdSrvBg0apPOcYMw+xuRrjG3btjGRSMRiY2P5bUuWLGGurq7VPgMxVv2z0YQJE9iwYcP4v7nA+8HGFlPLzc1lCoWC/fjjj/y2c+fOMQDs8OHDNe7Xtm1btmzZMpPna4y+ffvqPPOWl5czHx8f9v777xucx9y5c5mnp6fOd/PKK6+w0aNHm7Ss1al6ve/YsaNBgffixYuZt7e3zm920qRJOtd3Q9IYg7qaG6i+67wdOnQICoUCAwcO5LeNHDkSAPDff/8ZnMYUYmJiEBcXhxEjRvDb3N3d0aNHDxw8eNCgPNLT0/H3339j9uzZeq/9/fffiIyMxNChQ/HJJ5+gtLTUZGXnHDx4UKf8ADB69Og6y5+SkoLu3bujV69eePHFF/luqw3Nt74OHjyIyMhI+Pr66hwnPT0dV69erXYfuVyut00srv4nO3nyZHTu3BlTp07FyZMnjS7nkSNHoFardT6TPn36wMXFpcbPxJB9jMnXGDk5OTh//rzOcezs7DBo0KAajyMSiSCTyXS21fQ5Hz58mO/6uWjRIhQWFpqs7JyDBw9i2LBhOmUYPXo0jhw5ApVKVeN+RUVF6NWrF3r06IHZs2fj3r17JsnXmPI3b94crVu31jlOUVGRwefm2rVrIRKJ8MQTT+i99uyzzyIqKgoTJ07U615oKvW93p8+fRqFhYU6513r1q0REhLCn3eGpCGmYcy6rNXdC0aNGqXz3RiSxhQOHjyIHj16wNXVld82evRoxMbGIiYmxqA8Vq9eDV9fXzz88MN6rz388MPo0qULHnvsMUG6mf/3339gjOl0Kx00aBDs7e1x6NChWvddunQpIiMj8cgjj+h1r29IvvWRmpqK69ev63zXjo6O6N+/f43ftVgshlQq1dtWnf379yMqKgqDBw/GRx99hOLiYqPLevDgQQwfPhwikYjfVtczjCH7GJOvseVv3bo1mjdvrnOcnJwcXLhwodp96vNs9Pjjj6NTp06YPHlyg4bg1eT48eMoLS3VOVeioqLg5+dX52e1YsUKdOzYEaNHj8ZPP/3EDwlpaL71UVpaimPHjukcRyqVYtiwYQYfp7y8HGvXrsWTTz6p992cPn0anTp1woABA/DOO+8gLy/PZGXnGHu9HzJkiM5vdvTo0Thx4gT/ezQkjTEo8BZIfHw8PD09db4wOzs7uLq6IiEhweA0pioLAPj5+els9/X1Nfg4//vf/yCVSjF9+nS9PF5//XWsWrUKM2bMwMqVKzF69Ohax3MaIz4+vtryp6eno6ysrNp9ZDIZXnjhBXzxxRf44IMPcPv2bXTo0AHJyckNyteU5Qdg8Hdw4sQJ7Ny5ExMnTtTZ/sgjj2DhwoX49ttv0axZM/Tq1Qs7duwwupwKhQJubm78NpFIBG9v7xrLacg+xuRrDC6vhpzrAPD+++8jJCQEnTt35re5ublh7ty5WLlyJV588UVs2rQJ/fv3N/mcDDWdK+Xl5UhLS6t2H7FYjNmzZ2Pp0qVYunQpsrKy0L59e51xWsbka6ryc38b+h2sXr0a48aNg4eHh872wYMHY+HChfjhhx/QunVrDB8+HP/73/9MU/AGMOQaa4rrMBGGSqVCSkpKtd8N970ZksZUGnq/KCsrw7p16/DUU0/pBYOTJk3CokWL8NVXX8HV1RXdunUzeTAVHx8PFxcXODg48NskEgk8PT1rLX/Hjh3x7rvvYtWqVRg8eDCee+45nTGjxuZrTPmBhv1WGWNYuHAhwsPD0b59e367p6cn5s+fjx9//BHPPfcc1q5di8GDB+vNPVOfslZXzvz8/BqDHEP2MSZfU5YfMPx+ce7cOWzdulXv2WjkyJFYtGgRvv/+e4SEhKB///74888/TVPwCty5UrVRhfu7tvK3atUKb7/9NlavXo0xY8ZgwYIFeO655xqcb30lJydDrVY36Fzfvn070tPTMWvWLJ3tzs7OeO2117BixQrMnTsXO3fuRM+ePQWbk6E+ajrvNBoNHyMYksYY0rqTNE3t2rWrtZUnMjISGzZsMDp/tVpdba2cQqHgj2tImprMnj0bR44cqTXNuXPn4ODgwF/QHzyWIcfhrF69GhMnTtSpgQeA7777DhKJBADQpUsXREREoFOnTti/fz+GDh1aY37/+9//sGTJklqP+fXXX2PYsGEAqv+suFoulUpV7ef41FNP8WUDtC2s4eHh+Pzzz/HFF18YnS8A3L59u9qWhKqmTJnCT5ahVqthb29f43HqEhMTg/Hjx2Pq1Kk6lR8hISHYtm0b/3fPnj2RkpKCt99+G6NHj64z3wcZc04Kfa7XhynO9UWLFmHXrl04ePCgTj4ff/wxfz5169YNnTp1QsuWLbF582ZMnTrVRO+g7nOyOmPGjMH48eP5v/v164eoqCh89NFH+PXXX43O11Tl53oUGHKckydP4sqVK/j66691tjs7O2Pfvn18C0z37t2Rm5uLBQsWVNsybk6GnHemODdt1Q8//IDly5fXmmbVqlXo06ePUfnX9t1oNBowxgxKU7V1sKqLFy9i8uTJtZZhxowZeOONN/jyNOS3+tdffyErK0vvQbhdu3b4448/+L979+6NhIQEvPvuu4iOjq41z27dutUacLVq1Qrbt2+vsfzce6it/Dt37tR5npDL5XjppZfwxhtvwNXVtUH3kVdeeQV79uypNc3Ro0fh6elpkt/qggUL8N9//+Hw4cM6lR9ffPEF/x67du2Kjh07Ijw8HNu3bzdqsk5jzhVD9rHk/aI+x4mLi8PYsWMxduxYnfPdz88PO3fu5P/u0aMH0tPT8fbbb2PChAkmKr22/NX1dqjrXNm0aZPOue7m5oZJkyZhwYIFCAkJMTpfY8oPNOxcX7VqFfr164eIiAid7QsXLtR5Bu/atStCQkKwdu3aanvPmpMlfwM2G3j/+eeftbbKPhgk1ZeHh4fejMIAkJmZybfiGJKmJgsXLkRBQUGtabj3wOWVkZGB0NBQ/vWMjIw6jwMAx44dw/Xr16udabLqjwrQdoVRKpW4evVqrYH3ww8/jG7dutV6XH9/f/7/q/usMjIyYG9vr1P7XVvZ7Ozs0K1bN52u3cbkCwBBQUHYunVrreWv2rrr4eGBuLg4veNwr9Xm/v37GDRoEHr37q03E/qD7xHQBl2bNm2CRqOpsftVTTw8PJCfn4+ysjKdC05t54oh+xiTrzGqnutVGXqcjz/+GJ999hn++ecfvfPzwc86ODgYgYGBNQ4VMFZN5ySgHSJSnQfLJpFI0Lt3b5w+fbpB+RrDw8NDb6bnzMxM/rW6rF69Gi1bttRbPaK6c7lfv374+uuvkZ2drfN7M7eq512zZs347RkZGWjXrp3BaUj1Jk6cWOdqIoGBgUbnr1Ao4OjoWO3vw93dHSKRyKA0NQkPD6/zflH1t1Hbb9XQ39CgQYPQokULne0PPsQD2t/Qhx9+WGeev/32W62tslW7e3p4eCArK0uvMqKu6/CD17F+/fpBrVbjxo0b6NGjh9H5AsCbb76J559/vtY03DWkofeRhQsX4rvvvsPu3bsRGRmp89qD77FVq1bw9fXF1atXjQq8azpXZDIZnJ2djd7HmHyN4eHhgUuXLukdh3utNgkJCfxKPb/99pvOazU9G/3yyy8oLS01qntydTw8PKDRaJCdna1zHzXmXAeAq1evIiQkxOh8jSk/l29Vhh4nISEBe/fu5Sv4q3rwPfr5+SEsLMzkz0zGMOQa29DrcE1sNvAODw8XNP+uXbsiPz8f165dQ5s2bQBoxzqUl5ejS5cuBqepSUBAgMFlad26NRwdHXHixAk+mFCpVDh9+jRee+21OvdfvXo1IiIiDGpNyMrKQmFhIVxcXGpN5+bmVq8H5a5du+LEiRM6244dO6bTFdgQcXFxCA4ObnC+crlcr3avNl27dsX27dt1LvjHjh2DXC5Hhw4datwvNjYWAwcORJcuXfD7779X++D0oLi4ODg5OdU76ObKCWi7tXM3gnv37iElJaXGc9KQfYzJ1xgBAQHw9fXFiRMnMGrUKH778ePH6+yh8Mknn+CDDz7AP//8ozPvQk1KS0uRlpZW57leXzWdkxEREVAqlQbnExcXp1M2U+Vbl65du+K7775DVlYW/8Bw7NgxiESiOn9XRUVF2LBhA955551aAxlOXFwcZDJZrZVk5tC5c2eIRCKcOHGC73mQnZ2NmzdvYv78+QanIdXz8PAw6cNmdWr6fVS9PhmSpjp2dnb1vl989dVXUKvV/MPrsWPHoFQq68wnNjYWBw4cqHP5Mc6D14mahIWFGZQfoC2/Wq3G6dOn+WeOGzduICcnp17Xe66ymitfQ/Jt1qyZToVXbUJDQ+Hu7o4TJ05g0KBBALRdx0+cOKE33O5BixcvxpdffomdO3eid+/edR6rsLAQmZmZRt9HajonO3bsWOPzgiH7GJOvseVfv349CgsL4ejoyB9HIpHoVVpUlZiYiIEDB6J169bYtGmT3jwt1YmLi4O9vX2NPRmNwZ13VZ85UlNTERMT06Bz3VT51sXV1RUtW7bEiRMnMGnSJH77sWPH6mwcA4A1a9bA2dkZjz76aJ1pVSoVkpKSTP7MZIyuXbvq9fI5duwYgoOD+XuNIWmM0qCp2WxQbbOad+jQgZ+BUKVSsTZt2rBx48axsrIyVlJSwkaMGMGioqL4WSINSWMqc+bMYSEhISwpKYkxpp010t7eXmfpr+eee449/fTTOvvl5+czpVLJvvjiC708k5KS2JIlS/iZinNzc9n48eOZm5ubyWdN/fvvv5lMJuNn/42OjmZ2dnZs3bp1fJp169ax8PBwfpbwRYsW8e9Po9GwL7/8kgFg//zzT73yNYXU1FTm5OTE3nvvPabRaFhaWhpr1aoVe+qpp/g0MTExLDw8nB05coQxxlhcXBwLCQlhEyZM0JstlbNq1SqdmbcPHz7MnJ2d2WuvvWZ0WXv37s0GDhzIioqKWHl5OZs6dSoLDQ3Vma2yf//+7JNPPqnXPoakMYWFCxcyHx8fdufOHcYYYytXrmQSiYRduXKFT/PWW2/pLGX22WefMQcHB3bgwIFq8ywqKmLvvPMOvyRZUVERmzFjBrO3tzf5kmLHjh1jYrGYbdy4kTGmnZ3YxcWFLV++nE+zY8cOFh4ezv/Oli5dym7fvs2/vmbNGiYSidivv/5ar3xNIT8/n/n4+LAXXniBqdVqlpubyzp37sweeughPk12djYLDw9n27dv19l3zZo1TCqV6i2rwhhj69evZ/v37+evjWfPnmU+Pj7s8ccfN2n5q6ptVvOxY8eyt956i/97zJgxrHPnziwnJ4ep1Wo2Z84c5uXlxfLy8uqVhphWTbOa//jjjzorWvz+++/Mzs6Ov/7u37+fyWQytnXr1nqlMYW4uDhmb2/PPv74Y8YYY4mJiSwoKIi9+OKLfJorV66w8PBwdvbsWZ19Fy5cyDw8PKq9rn7//fc6qwLs3buX2dvbs/fee8+k5WeMsS5durDhw4ezkpISVlZWxsaPH69zf2aMsR49evDXn3///Zdt2LCBv9fdu3ePtW/fnnXt2rXe+ZrCm2++yfz9/fkVZr766ismk8nYrVu3+DRz587VWeniww8/ZEqlssZZp7Ozs9nChQv533tBQQF77LHHmFKpZAkJCUaVc9++fUwikfDPNadOnWIODg5s1apVfJpNmzax8PBwVlhYaPA+hqQxhczMTObm5sZef/11ptFoWGZmJmvbtq3OEnEJCQksPDyc7d+/nzGmffYMCwtjDz/8cI3PD7/88gs7fPgwf784duwYc3NzY88//7xJy8+YdvnJHj16sPz8fKZSqdisWbNYs2bN+M+bMcZGjhzJFi5cyBhj7MyZM2zVqlV82ZOSklivXr1Yq1atdFZYMSRfU/jss8+Yu7s7vzLAb7/9xkQiETt16hSf5sMPP9SZNZ4x7XN1SEgIe+mll6rNd968eSwrK4sxpp15fM6cOUwul+useGJqNc1qvn//fhYeHs7/zs6ePcvEYjG/isK1a9eYu7s7f801NI0xKPA20NNPP83Cw8OZl5cXk0qlLDw8nIWHh+ssgaBQKNjSpUv5v2/cuME6duzIlEolc3BwYF26dNFbw86QNKZQWFjIJk6cyGQyGfPw8GC+vr46AShj2qWqBg8erLNt1apVTC6XVxtIl5aWsoULFzJ3d3cWGBjIFAoF69u3r8nXwOZ8+umnzMHBgXl7ezM7Ozu9h4VvvvmGAeBv3Js3b2atWrVivr6+zMnJiQUHB+ssZ2Vovqayf/9+FhAQwNzd3ZlcLmcPP/ywzgP39evXGQC2a9cuxph2+SoArEWLFvz5Fh4errMu68WLF9ngwYOZq6sr8/b2Zk5OTuydd95pUDAbHx/PevXqxezt7ZmTkxNr06YNu3Tpkk4af39/nYubIfsYksYUysvL2YwZM5hMJmNeXl7M3d1d73t/8sknWceOHRlj2vVvATBnZ2edzzk8PJxftkatVrNPP/2UeXt7s4CAAGZnZ8e6dOnCoqOjTV5+xrRBgbOzM/P29mZyuZy9/PLLOsuA/f777wwAvzzd7t27Wfv27ZmXlxdzcXFhfn5+bOXKlfXO11ROnjzJWrRowVxdXZlCoWCDBg1iaWlp/Ovp6ekMgN7SQX369GHjx4+vNs9bt26xhx56iDk7OzM/Pz/m4ODAXnnllQatWV+TDz/8kIWHhzN/f38GgLVq1YqFh4ezgwcP8mk6duyosyxQeno6GzJkCFMoFMzV1ZWFhobqVIoZmoY03NmzZ/nfsEgkYr6+viw8PJy9/vrrfJqlS5cyhUKhs9+iRYuYvb098/b2Zg4ODjr38/qkMYV//vmH+fr6Mg8PDyaTydjEiRN11tvmlqriKgEY016ngoKC2Ny5c6vN8/Tp06xv377Mzc2Nv1Z88MEHJg9aGdMGzl27dmUODg5MqVSyDh066C3t5OHhwd555x3GmLZy+umnn2ZOTk4sICCAyeVyNm3aNJ0lOA3N1xRKS0vZ448/zmQyGfP09GSenp5s8+bNOmkmT57MunfvzhjTVpYAYC4uLnr3kR07djDGtI0tS5YsYV5eXiwgIIApFArWo0ePBq+NvXz5cqZUKpm3tzdTKBTszTff1Hn9p59+0qtArGsfQ9OYwn///ceCgoKYm5sbk8vlbOTIkTpL6d27d48BYH/99RdjTNuQBICFhobqfM5Vl8a8evUqGzZsGHNxcWE+Pj7M0dGRvfHGG6y4uNjk5U9JSWEDBgxgdnZ2zMXFhYWFhektexkeHs6effZZxhhjOTk57MUXX2TOzs4sMDCQyeVyNmbMGL1lhA3J1xS4SmC5XM5fF1avXq2TZs6cOXrL8+7fv58BYBcvXqw236+++or5+fkxf39/Zm9vzzp27Mj+/fdfk5efq8gPDw9nCoWCubu7s/DwcDZhwgQ+DVeJXrWh5JdffmGurq7My8uLyeVy9txzz+ldCw1JU18ixkw8/XQTFR8fX+3SQS1atOC7uNy6dQuenp564yUTExMhEolq7eZkSBpTyM7ORm5uLgIDA/XGXyQkJIAxpjNWLiUlBcXFxQgJCakxT8YYEhIS4OXlBTs7O8HKDgAlJSVITk6Gj4+PXvfSnJwcpKSk6HXFS0tLg1wu15sYztB8TUmj0SA+Ph5OTk5650lZWRliYmIQGBgIR0dHJCcnIzc3Vy8PhUKh930UFBQgPz8fvr6+BnXRNURKSgpUKlW1wxru3r0LZ2dneHl5GbxPfdKYQl5eHjIzMxEQEKDXDS05ORmlpaUIDg6GWq3Wmf27Kj8/P71uUYmJiXBzcxO8e3NZWRkSExPh5eWl1xU8Pz8fiYmJCAsL0/kdZ2ZmgjEGT09Po/I1JcYY4uPjYW9vr3eecJ95s2bNdMYL3rx5E15eXrWOOS8uLkZWVhaaNWtmsnP9QampqcjOztbbzv02Ae3cCwqFQm/W0/T0dBQXFyMwMLDG8hmShhivuLgYsbGxettdXFz47ysrKwsZGRlo1aqVTpqioiJ+9vKa5noxJI0pqNVqfibvB4dmlZSU4P79+wgKCuLLoFKpcOfOHfj7+8PJyanGfPPy8lBUVKQ3Y7IQkpOTodFodOZs4dy5cweurq4616vy8nKkpKSgWbNm1Y7TNSRfU8rNzUV2djYCAgL0ulgnJSWhvLwcQUFBKC8vx927d6vN48HvgzGGxMREeHh4mOz8KSkpQVJSEnx8fPhrVNX3kJycjPDwcJ3rTW371CeNKXDPRo6Ojnr3L+6zDQgIgFKprPH6LJPJ9OY1KCwsRG5uLvz8/AS/1qalpaG0tLTa+Sbu3bsHBwcH+Pj48Nu4rtd+fn61dpWvLV9Tys/PR0ZGBvz9/fW646empqKwsFBnnqjMzExkZmbqXUMfxHUvF+r8qekZzt7eHkFBQQC0z8gJCQk6MRtQ+Tzk6elZ4zXTkDT1QYE3IYQQQgghhBAiIFrHmxBCCCGEEEIIERAF3oQQQgghhBBCiIAo8CaEEEIIIYQQQgREgTchhBBCCCGEECIgCrwJIYQQQgghhBABUeBNCCGEEEIIIYQIiAJvQgghhBBCCCFEQBR4E0IIIYQQQgghAqLAmxBCCCGEEEIIERAF3oQQQgghhBBCiIAo8CaEEEIIIYQQQgREgTchhBBCCCGEECIgCrwJIYQQQgghhBABUeBNCCGEEEIIIYQIiAJvQgghhBBCCCFEQBR4E0IIIYQQQgghAqLAm5Am4saNG1i0aBE2b95s8rxPnz6NRYsW4ebNmybPW0iHDh3CokWLEB8fb+miEEIIIbwffvgBixYtQkZGhsnz/vzzz7Fy5UqT5ysklUqFjz76CGvXrrV0UQgRjIgxxixdCEJIw23duhXjxo3D5MmTsWHDBpPlq9FoEBkZiYyMDMTExMDOzk4vTWZmJo4fP4779+8jPz8ffn5+6Nu3L1q0aGGychjjzp07iIiIwJQpU7Bu3TqLloUQQgjhREZG4uLFi7h+/ToiIiJMlu/GjRsxefJkLF++HK+88kqd6W/evInff/8dANCtWzeMGjXKZGWpryeffBLr16/H5cuXTfqZEGItpJYuACHEuq1ZswaXL1/G8uXL9YLu+/fvY9asWTh06BDUarXevuPHj8eqVavg5uZmruLqaNmyJaZNm4Z169Zh3rx5iIqKskg5CCGEEKGVlZVhwYIF8PPzw7PPPltnepVKhenTp+PMmTMAgDlz5lg08H733Xfx22+/4a233sLWrVstVg5ChEKBNyFNREREBBYuXIh27dqZLE/GGJYsWQIHBwfMnDlT7/WEhAQcOHAA/v7+6Nq1K0JCQqBWq3Hp0iUcOnQIW7ZsQWpqKg4fPgyx2DIjW1566SWsXbsW//d//ydIN3xCCCGkvp577jmkpKTA09PTZHn+/vvviImJwfvvv19t77QHffzxxzhz5gwiIiJw48YNk5XDWGFhYRg+fDi2bduGK1eumPR5hhBrQF3NCSE12rt3L4YPH45p06bht99+03s9MTER8fHx6NGjh95r27dvx7hx46DRaLB//34MHjzYHEWuVnh4OO7du4f4+Hj4+PhYrByEEEKIUHr16oXjx4/j5s2baNWqVa1pL1++jC5dumDq1KlQKpX47rvvMGfOHHz77bdmKm311q9fj8ceewwvvfQSvv76a4uWhRBToxZvQqycRqNBdHQ0Lly4gPz8fDRr1gxhYWHo1asXRCIRn+7GjRvYsGED2rVrh0cffZTffu7cOWzfvh1dunTBQw89hJSUFOzatQspKSnw9vbGiBEj4O/vX+2xf/75ZwDApEmTqn3d39+/xn0feeQRREVF4ezZs7hy5QofeP/zzz98t7a62NnZ4a233kJaWhpWrFgBAHjxxRfh4eGhl3bFihVITU3FgAEDMGDAAJ3XJk2axE/aMn/+fIOOTQghhNRXSkoKDhw4gPj4eNjZ2SEoKAi9evXSq/T94YcfkJKSghdffFGn1fvLL79EXl4e5s+fDwcHBxw6dAgXLlyAWq1GZGQkhgwZonPv59y4cQPHjx9HZGRknUG3SqXCU089BU9PTyxfvhzvvvtutekKCgrw+eefG/zeR4wYgR49emDjxo24du0a2rdvjwkTJuilu3btGjZu3Ai5XI758+dDLpfzr40dOxYKhQLr1q3DF198AZlMZvDxCbF6jBBitW7dusXatm3LAOj9CwsLY6dPn+bT/vXXXwwAmzx5sk4eP/30EwPAnn32WbZs2TIml8t18lEoFOx///uf3rE1Gg3z8PBgAFh6erpR5e/evTsDwNatW8dve/bZZ6t9P9X9c3Fx4febMWMGA8BGjRrFNBpNte8xODiYZWdn65Vj586dDAAbNmyYUe+DEEIIqcvixYuZTCbTu5fJZDL2wgsv6KTt2LEjA8CuX7+us93f358BYCdPnmSdO3fWy6tXr17V3ue++uorBoDNmTPHoHICYP/88w9jjLE5c+ZUu29ycrLB92sAbNmyZYwxxq5fv84cHR2ZVCpl0dHROnkWFBSwiIgInfQP6tatGwPAjh07Vud7IaQxoRZvQqzYtGnTcPXqVXh5eWHUqFHw8/NDZmYmbty4gejoaNy4cQNdunQxKK8dO3Zg5cqV6NChA3r37g2pVIpdu3bhzp07mD17Nvr164egoCA+/dWrV5GZmYmQkBCjxqDt378fZ8+ehZOTE4YNG8Zvf+ihh+Dq6opPPvkEMpkMb7/9ts5+27dvx/nz5zFy5Ej069eP3/7tt9/i1KlT2LlzJ7744gu+5frKlSt4+eWXIZPJsGHDBri6uuqVpVu3bgCAY8eOQa1WQyKR1Pv9EEIIITXZsWMHFi5cCADo378/IiMjIZfLce/ePURHR2PPnj31ym/8+PHIysrCxIkTERwcjJiYGPz11184duwYFixYwPcC4xw+fBhA5f2uJhcvXsRHH32Ep556CqNHj641rVKpxMKFC7F7926cPHkSQ4cORa9evfjX8/LysGzZMtjb2+ONN97gh51FRERgxYoVeOKJJzBlyhRcuHAB7u7uALRj22/cuIFHHnkEr776arXH7d69O06dOoXDhw+jZ8+etZaRkEbF0pE/IaR6WVlZDABzdnZmaWlpeq/fuXOH3bx5k/+7rhZvAOy9997TaS0uLi7ma90/+eQTnf02bNjAALAhQ4YYVN6lS5eyhQsXsrlz57Lhw4czkUjElEolX6NeVXZ2NgPAHB0d9V6bOXMmA8C++eYbvde4WnSZTMaOHz/OCgoKWOvWrRkA9sUXX9RaPhcXFwaA3b1716D3QwghhBjq5ZdfZgDYW2+9pfdaWVkZ27t3r862ulq8AwICWExMjM5r69evZwCYUqlkKpVK5zWuFfno0aM1lrGsrIx17NiR+fv767Sa19TizXnllVcYAPbZZ5/pbI+Pj2cAmIeHR7X7cT3VHn74YcYYY6tWrWIAWPPmzVlWVlaN5Vy2bBkDwB5//PEa0xDSGFGLNyFWytHREVKpFEqlEs7Oznqv13eN7FatWmHRokU6Y8Ps7Owwa9YsvPTSS7h69apO+vT0dADga6nr8vHHHyM3N5f/29PTEytXrqyzRr0+HqxF79atG65fv46HHnoIr732Wq37uru7Izc3F+np6QgNDTVZmQghhBCut1V1857IZDIMHTq0XvktXboUISEhOtumTp2Kl19+GRkZGYiLi9N53ZB79kcffYSLFy9ix44d1fYOMzWup9rff/+NOXPmYM2aNZBKpfjjjz9qXWaUew/ceyKkqbDM+j6EkDrJ5XI8/vjjSEpKQvfu3fHFF1/g+PHjKCoqMiq/Ll26VLukV2BgIAAgPz9fZzsXRDs5ORmU/1tvvYWFCxfilVdewUMPPYTc3FxMmDABEyZMQHl5uVFlrs7jjz+Op59+GrGxsdi0aRMCAwPx66+/VjvZTFVc5UXVygFCCCHEFKZNmwY7Ozu8/vrreOaZZ7B582bcv3/f6Py6d+9e7faAgAAA9b9nnz9/HkuWLMHTTz9ttrW67e3tsXHjRjg6OuL7779HcXExli5dWu1KKFXR/Zo0VdTiTYgVW7FiBYKDg7Fq1Sp+TLNMJkOfPn3w8ssvY+zYsQbnVdPNmBvvrNFodLZzteF5eXkG5f/WW2/p/H3v3j0MHjwYW7ZswbJly/DGG28YXNa6PPTQQ1izZg0A4LHHHjOoVZ67gZujlp8QQohtCQ8Px3///YeFCxfil19+wU8//QRA2wI+adIkvPnmm/VaztKYe3ZGRkaN9+x58+ZBpVLBxcUFixYt0nnt1KlT/H8XLVoEV1fXGsdf11dYWBhatWqF8+fPw8HBATNmzKhzH7pfk6aKWrwJsWIKhQLvv/8+4uLicPfuXWzYsAHPPPMMLl68iHHjxgm6xqWXlxcAIDs726j9Q0JCMHfuXADaSWdMJSEhAc8++yxEIhEUCgW++OILnD59us79uPfBvS9CCCHElLp164Zdu3YhJycHhw8fxueff46WLVti2bJl6Nmzp6AtuHXds7OysgAAy5cvx+LFi3X+cffQ06dPY/HixVi+fLnJyvXuu+/i/PnzsLe3R1FREWbNmlXnPnS/Jk0VtXgT0kiEhoYiNDQUkydPxqxZsxAVFYVly5bh5ZdfFuR4bdu2BQDcuXPH6DykUu0lpri42CRlUqvVmDZtGjIyMjB//nyEh4dj9uzZmDx5Ms6fPw8XF5dq98vIyEBubi6USiWaN29ukrIQQggh1XFwcEDfvn3Rt29fzJs3D2PHjsW2bduwdetWPPnkk4Ics23btrh+/Tru3LmD3r17673+3HPPISUlpdp9d+7cidOnT6Nr164YNWqUyVqa9+zZg08//RTu7u44evQoxo0bh7/++gtff/11rc8ud+/e5d8TIU0JBd6EWKmUlBTcuHED/fr10xubzdWaCznxSJs2beDh4YH79+8jPT292prnf//9F506dar2Jn3z5k18+umnAGoeq1Yd7r0WFhbqvfb+++/jyJEj6N69O5YsWQKZTIZ///0Xv//+O2bOnInNmzdXmyfXja5Xr160lBghhBCTO3DgANq1a6fXnVyj0aCgoACAsPfsvn37YvPmzTh16lS1wf1zzz1X474ZGRk4ffo0unXrptcNvTbc/bq4uBiMMZ25VpKSkvD444+DMYY1a9agdevW2LhxI7p3747XX38dvXv3RufOnavN9+TJk/x7IqQpocCbECuVkJCAgQMHolmzZujWrRuCgoJgZ2eHu3fv8l23H3nkEcGOLxKJMHjwYGzcuBHR0dHVjif/9NNP8d9//6Fv375o3rw5vL29kZOTg2vXruHw4cNgjMHb21tv/HdtuJlOv/nmG+Tm5mLWrFkIDQ3Fvn378PHHH8PV1RUbNmyATCYDAKxcuRJnzpzBn3/+ie+++w5z5szRy/PYsWMAgCFDhhjxSRBCCCG1W7ZsGXbv3o0ePXqgZcuWaNasGfLz83Hw4EFcvXoVUqlU0EnNuFnTo6OjBTvGg1xdXSESiVBUVITJkydj+PDhmDlzJt87LT09Ha+++ir/rNKhQwcsW7YMzz//PCZPnoxz587prdpSWFiIixcvwtXVFV26dDHbeyHEHCjwJsRK+fn5YdCgQfjvv/+wdetWndckEgkmT56MFStWCFqGmTNnYuPGjdi4cWO1gfewYcNw8eJF7Nu3T+81kUiE4cOH47vvvqt2eZWaDB06FJ999hkSExOxdOlSDBs2DA4ODpg+fTo0Gg1Wr16N4OBgPr2TkxP++OMP9OzZE/PmzUPv3r0RGRmpk+fGjRshlUrx+OOPG1wOQgghxFBDhw7FuXPnEB0drRf8Nm/eHF9++SXatGkj2PFbt26Nnj174vjx47h16xZatWol2LE4Dg4O6N27N44ePYpNmzYhLS0NM2fOxOLFi/Hff/+hS5cu+OSTT3T2ee6553Dw4EFs3LgRzzzzDDZs2KDz+tatW1FWVoZnnnmGr2AnpKmgwJsQK+Xv748DBw4gNTUVx48fx/3796FWq+Hv74/evXvzy4BxIiIisHDhQrRr105ne6dOnbBw4cIaa45btWqFhQsXIiIiQu+1oUOHIjQ0FNu2bUNBQQGUSqXO63PnzsWrr76KkydP4tatW0hMTIRcLkdgYCB69eqlV0aOnZ0dFi5cCLlcrvfakCFDcOTIERw7dgzu7u7o3LkzoqOj8fzzzyMoKAjjx4/X2ycqKgqbNm3C2bNnceXKFZ3A+/Tp07h9+zbGjx8PX1/fastDCCGENMQrr7yCl156CSdPnsTNmzeRkpICDw8PhIaGYsCAAXrDnLgx156enjrb586di7y8PL37LeeZZ55BUlJStfezZ599FsePH8dvv/2GxYsXG1z2UaNGwdPTE926dav29REjRsDV1RW9evXSe23nzp3YsGEDsrOz0a9fPxQVFUEmk2HhwoV48sknq73P//TTT2jbti00Gg0SEhL4JdIAYP369fz7JKSpETHGmKULQQixXqtXr8asWbOwfPlyvPLKK5YuTr098cQTWLduHU6fPl3jeDJCCCGksSsrK0ObNm1QVFSEmJgY2NnZWbpI9XL79m20bt0ao0ePxrZt2yxdHEJMjgJvQkitNBoNIiMjkZGR0ehu5Hfu3EFERASmTJmCdevWWbo4hBBCiKA2bdqESZMmNcrK8ieffBK//fYbrly5Um0vPEIaO+pqTgiplVgsxurVq7Fjxw7ExsYiPDzc0kUyWEJCAt59913MnDnT0kUhhBBCBDdx4kR89tlnjaqSHABUKhXCwsKwZs0aCrpJk0Ut3oQQQgghhBBCiIDEdSchhBBCCCGEEEKIsSjwJoQQQgghhBBCBESBNyGEEEIIIYQQIiCbnVxNo9EgKSkJTk5OEIlEli4OIYQQwmOMIT8/H82aNYNYbNt15HS/JoQQYq3qc7+22cA7KSkJgYGBli4GIYQQUqP4+HgEBARYuhgWRfdrQggh1s6Q+7XNBt5OTk4AtB+Ss7OzhUtDCCGEVMrLy0NgYCB/r7JldL8mhBBirepzv7bZwJvrrubs7Ew3ckIIIVaJulbT/ZoQQoj1M+R+bdsDxwghhBBCCCGEEIFR4E0IIYQQQgghhAiIAm9CCCGEEEIIIURAFHgTQgghhBBCCCECosCbEEIIIYQQQggREAXehBBCCCGEEEKIgCjwJoQQQgghhBBCBCRo4F1WVobff/8d/fr1g1KpxB9//GHQfn/++Sc6deoEDw8P9OjRAwcOHDAqDSGEEEIMc+vWLcybNw++vr7o2LGjQftkZWXh6aefhp+fHwIDA/HSSy+hqKio3mkIIYSQpk7QwPv777/Htm3b8MEHH6CwsBDl5eV17nPw4EFMmTIFs2bNwoULFzBq1CiMGjUKly9frlcaQgghhBhu4sSJ8PPzw8SJE1FYWGjQPhMmTMDVq1exf/9+bN26Fbt378bMmTPrnYYQQghp6kSMMWaWA4lEWLt2LaZPn15ruhEjRkAmk+Hvv//mt3Xq1AkdO3bEmjVrDE5Tl7y8PLi4uCA3NxfOzs5GvCNCCCFEGJa8Ry1atAjr1q3DnTt3ak134sQJ9OzZE2fOnEHnzp0BANu3b8eYMWNw7949BAcHG5SmLnS/JoQQYq3qc4+yqjHejDFER0dj8ODBOtuHDh2Ko0ePGpyG2JaU3BIcv5uJ2EzDWmhI08IYw63UfJyIyURWYZmli0MsoFSlxvm4bJyLy0ZJudrSxbEZR48ehYuLCx9QA8CQIUMAANHR0QanaUpKytU4G5uFlNwSSxfFZsVnFeFCfA7KVBpLF8UmlZRrr8cJ2TScxFKScopxLi4bxWV0P7Q2UksXoKr8/HwUFBTA29tbZ7u3tzeSk5MNTlOd0tJSlJaW8n/n5eWZsOTEElLzSvDe1ivYey2V39Yt2B1LxrdHS2+lBUtGzOXM/Sy8/ddl3EotAABIxSI82jkA74xuDSc7mYVLR4TGGMO6k3H4Yu9N5BRphzK5Osjw6uAwPNkrGCKRyMIlbNqSkpL07sUODg5QKpX8/diQNA9qrPfrA9dTMXfjReQWl0MkAmb0DsE7o1pDLKbz0ByKy9R4889L2H4xCQDg72qPr6dGoXOQm4VLZjuO383EKxvOIy1f+/ud2DkAH41rB4VUYuGS2YZytQYLt1/F76fiwBjg5aTAl5M6om+Yl6WLRipYVYs3RywW6/39YI94Q9JUtXTpUri4uPD/AgMDTVdgYnYJ2UWYsOIY9l5LhUgEBHs4QCYR4dT9LIz7Lhrn4rItXUQisAPXUzHtp5O4lVoAO5kYge72UGkYNpyOx+SVJ5BNrd9NGmMMS3Zex3tbryCnqBwejnJ4KuXIKSrHor+v4Z2tV2q9JxDTePBezG2r+tkbkqaqxni/PnM/C8+sPYvc4nIoFVIwBqw+eg+f7L5h6aLZBMYY5m26gO0XkyASAQ5yCRJzivH0mlOISS+wdPFswvXkPMz89TTS8kvhKNcG2pvOJuDdv65YuGS2Y9H2q1h/Uht0O8olSM8vxaxfz+BSQo6li0YqWFXg7eTkBHt7e6Snp+tsT09P52vMDUlTnQULFiA3N5f/Fx8fb/o3QMyiqEyFJ38+hYTsYgR7OGDPq/1w6PWBOPzGQHQNdkN+qQqzfz2D1Dzq6tdUXU3KxfPrzqFMrcHwtj44uWAIjrwxCH880wOeSjmuJefh5Q3nodFQ4NVU/Rx9Hz8duQcAWDAyAqfeGYKTbw/B+w+1gUgErD8Zh1UVrxNheHt7692LS0tLkZeXx9+PDUnzoMZ2vy5VqTF340WoNQwj2/ni/PtDsWyydlb4lYdjcDY2y8IlbPq2X0zCzsspkElE+G1Wd5x+Zwg6B7khr0SFBVsuUyWcwNQahjc2X0JRmRq9W3rgzLtD8fNTXSAWaYPvf2+k1p0JaZDDt9Lx28k4iETAD9M74+x7QzEw3AulKg1e33QJ5WoaemENrCrwFolE6N69Ow4fPqyz/eDBg+jRo4fBaaqjUCjg7Oys8480Th/tuI676YXwcVZgwzM90crHCQDg52KPX2d0Q4SvEzILy/DaHxfoZtsElZSr8fLv51Gm1mBQhDe+ndYJLg7abuXdQz2wdmZ32MnEOHI7Az8eibFwaYkQriXl4ZNd2pbEd0e3xrP9W0AiFkEiFmFGnxB88EhbAMAnu29QTb+AevbsiaysLFy9epXfdujQIQDg78eGpHlQY7tfrzsRh7isIng7KfDZxI6QScQYFxWAiZ0DAAAf76JWbyGVqzX4dPdNAMBLg8LQq4UnHBVSfDUlEnYyMU7ey8L+62kWLmXT9vfFJFxOzIWTQorlk6NgL5dgUIQPZvcLBaB9bqOKcOFoNIy/zjzZMxgj2vnCTibBF5Mi4e4ox83UfPx1PtHCpSSAFQTeS5YsQUBAAP/3q6++im3btmHLli0oLS3FTz/9hNOnT+Pll1+uVxrSNJ2Py8b6ihq9ZZMi4etip/O6g1yK7x7rBHuZBMfuZuKfSzWP+yeN00+HY3A3vRDeTgp8XvGQW1VrP2csrgi8vtp/myY5amIYY3h/2xWUqTUY0toHM/uE6KWZ3iMIo9v7QaVheH/bVXrgMyGlUonvv/8eANC3b1906tQJr732GjIyMpCYmIi3334bI0aMQHh4uMFpGjO1huHno9qeFa8OaQWlonLqnPnDwyGXiHH6fjZO3aNWb6HsvpKCxJxieCoVeKYi0AOAADcHPN1be334/lDtM/QT4zHGsOqotpL7mX6h8HJS8K+9OLAlnO2kiEkvxL7r1OotlOi7GbiWnAelQopXBofx290d5Xiuv/Y38f3BO3QvtAKCBt6HDh2CUqmEUqmd6GrWrFlQKpV48cUX+TRlZWUoKKgcfzNmzBgsX74cc+bMgYODA/7v//4P69atQ8+ePeuVhjQ93JhOAHi0UwB6tfSsNl0LLyWeH9ACALB053Wa5bgJScsvwYr/7gIA3nuoDdwd5dWmm9QlEF2C3FBcrsanNMaySdlzNQVnYrNhL5Pgo7Htqp1ATSQS4f2H28BBLsGF+Bx+siVSu2HDhkGpVGLJkiWIiYnh799JSZWfX2FhIcrKtPMniMVibN26FWKxGH5+fggNDUVISAjWrVvHpzckTWN28EYaEnOK4eogw/hO/jqv+TjbYUJn7bYNp+IsUTyb8Oux+wCAx7o3h51MdxKvp3sHQy4R43xcDq4lNY5J+hqbM7HZuJKYB4VUjMd6BOm85mQnw/SKbf87ft8CpbMNv53QXl8e7RwAtweei6b3CIJSIcX9zCKcpApAixM08O7bty9SUlKQkpKC/Px8ZGRkICUlBV988QWf5u2330Ziom73hxdeeAHJyckoKSnB/fv3MWXKFL28DUlDmpYjtzNw+n427GRizBtWe0vJM/1C4edih6TcEvx5LsFMJSRC+/G/GBSVqREZ6IqHOvjVmI4LvABg64VEWmquiWCM4ct9twAAs/uG6PV4qcrH2Q7P99dWwH3z722q6TfAtm3bkJKSgqysLOTl5fH3bz+/yt9afn4+5syZw/8dGBiI3bt3o6SkBMXFxdi8eTM8PDx08jUkTWP128lYANrKvgeDPm47AOy8koz8knKzls0W3ErNx5nYbEjFIjzWvbne695OdhjcWjuXwF/n6VlACH+c1s7BMDbSv9rK8KndtN/LsbuZNPeOAFLzSvjeBNOq+Q04yKV4uGMzAMCmM9Y9X4YtEDTwlkgkfI151X8KRWU3FLlcDkdHx2r3l8nqXg7IkDSkafipYrzu1G7Na33gBgA7mQSz+2q71/x4OAZqeuhu9HKLy/F7RavRq0PC6lwqqkOAKwaEe0HDKs8d0rgdupWOW6kFUCqkmFWlS2lNnuodDCc7Ke6mF2I/dXOsk729fbX37Kq/NaVSWe19VyKRVDt7eX3TNCa5ReU4cjsDADC5a/Uzr0cGuqKFlyNKyjXYdTnFnMWzCTsva4eTDQj3grdz9c8F4ztphzNuvZAEFU0wZVJlKg32XtWe1w/2+OAEujuga7AbGAO2X6DeR6a283Iy1BqGTs1d+TmPHjSpi/Y3sPNKMgpKVeYsHnlA07kDkibtenIejtzOgLhibVRDTOkWCFcHGWIzi7DvGj10N3Z/nI5DYZka4T5O6N/KsDUpuRbPTWcSkFNEy4s1dqsqKlCmdA2EswHrtDvZyfB4RTdHmuGcmNqBG6lQaRjCfZzQwktZbRqRSMQHfruu0JwjpsZVZoxsV3MPqP6tvODmIEN6filO3aeutqYUfScDeSUqeDkp0CXYvcZ0YyK1Qfm2izTBl6ntvap9vh3VvubfQGSgK4I9HFBSrsHR2+k1piPCo8CbNApcV6YR7XwR6O5g0D4OcimmdNV2u9lwmsbXNWaMMfx+SnsOPN07uM7Wbk63EHe08XNGqUpDM3o2crGZhYi+kwmRSNuSbagnegZDLAJO3c/CnTRaz5eYzq4r2qBveDvfWtMNbeMDAIi+m4miMmptMpW76QW4mZoPmUSEIa19akwnl4oxKEL7+sEbNLu5Ke2o6HEwqp0vJOKa78sjKn4jVxLzkEbdzU0mu7CMr0wa3rbm65BIJMLgit/Ivmv0G7AkCryJ1StVqbH1gjZo4sbLGWpKRfe//26lIzGn2ORlI+ZxLi4b9zIKYS+T4KGKsUqGEIlEmNpNew78fiqOlpdrxP48qx2f2aelJwLcDKt8AwBfFzsMitCO8fyDKuCIiZSUq3GkouVoeNuagz4ACPNWIsDNHmUqDY7dyTRH8WwCF0T3CPXgl5SsycAIbS+pfynwNhnGGA7f0v4GhrapvfLJU6lAxwAXANohQ8Q0DtxIg1rD0NrPuc5GKa5y6uDNNBp+aUEUeBOr9+/1NOQUlcPHWYG+YYZ1MeYEezqiZ6gHGAO2nKWJVRqrTWe0392o9n46y/UYYkyUP+xkYtxKLcClhFwhikcEptEw/HlOW/k2sZ6VbwD4ni9bziXSGE9iEufislFSroG3kwJt/GpfZ1wkEmFwReXPgRs07MlUjt7Rjq83ZOhR3zAvSMQi3E0vRFxmkdBFswm3UguQll8KO5kYXYLd6kzfP1z7G/jvJgXephJd8Rvgri+16RLsBmc7KbIKy3AhPkfgkpGaUOBNrN7mioB5fKeAWrsy1WRcxYQfXJco0rgUl6n59dgnVkwQUh/OdjK+ppfOgcbpREwmEnOK4WQnxbA2tbcuVqd/uHaMZ2ZhGS2nQkyCe+Dt3dLToKEvAyqCjmhq8TaJUpUaJ2O0v+U+YdUvLVqVi70MXYK0weFhGuNqElyPj24hHtXO6P+ggeHaCpLDt9OpxdUEGGP8dahXy7pXiZBJxOhdsQzviRi6DlkKBd7EquUWl+O/im5JE2qYMbMuw9v4QiYR4UZKPu6k5ZuyeMQM/ruVhoJSFfxd7dGtlslbasMtPbbjUjJ1N2+E/q6oeHmog59BD3gPkknE/BhDrhKHkIbgAmjuQbYuXYLdIBYBcVlFSM6lYU8NdT4uB8Xlangq5QivYSbnB/VsoQ1OqPLNNLgZ/fsZUPEBaFcacVJIkV+iwvVkWlO9oe6mFyItvxQKqRidmtfd4wDQDssAKPC2JAq8iVU7eCMNKg1DS28lWnobdnN9kIuDDH0qHo52XKLlXBqbPRUzdo5o5wuxET0eAG1rk4NcgsScYupi1cioNYxflWBELTMX12V0e+3cALuvJFN3c9IgeSXluJSQAwDobUBLE6CdYb+dv3aMK9dSS4x37K42cOjVwrAeBwDQPUT7XZ26l0kVsA2k1jCcqZjUi6vQqItELOK7pJ+iyo8GO3ZXW/HRJdjN4App7rs6cz8bZSq6D1oCBd7Equ2pWB9yRC2zNRpidAftQ/c/l2gNycakXK3BgeuVgbex7GQSvrs5tXg2LufjspFRUAonOyl6hhr2gFedHqHu8HCUI7uonH9oJ8QYF+NzoGFAc3cH+LnYG7xf9xBtj52T9+j8a6jzcdkAgK4hhveCimruCplEhNS8UsTSOO8GuZWaj8IyNZQKKSJ8a5/joCru+6LAu+G4nhs9Qgy/L4Z5K+HuKEdxuRqXE3MEKhmpDQXexGqVlKtx6CY3a2zDAu+hbXwgFYtwO60AsZmFpigeMYOTMVnIK1HBUyk3uCtVTbg1LrlAnjQOXOXb4AhvyKXG37KkEjGGVVxH6BwgDXEuNgcA0Km5a73241pcqatzw2g0DBficgDU7zuwk0nQMUCbnio/GuZsrLbiIzLQtV5z73CVT6fvZ1GvgwbifgOdgwx/NhKJRPx3cOpethDFInWgwJtYrSO3M1Bcroa/qz3a+Rteo1odF3sZ38XpEM2o2WhwQdfQNj5GTaxXVZ8wT8gkItzPLMK9DKp8aQwYY/xQg4ZWvgHglxU7eDOdHvqI0c7Hax9Yo+pZGdip4gE5Jr0QucXlJi+XrbiTXoD8UhUc5BKDx3dzuBbX8xVBCzHOuYoeB/WtfGrv7wqFVIzMwjLE0H3YaGn5JUjMKYZIBLSvWKbNUFEV3xk3XIaYFwXexGoduqldb3Nwa2+Dx3DVZmA499BN63g2Bowx/rviuok3hFIhRbeKh66DtJZro3AvoxBxWUWQS8ToZ8CSQXXp1cIDcokYcVlF9NBHjMIY44O2qHoGHe6OcjSvWGv3Mi1taLRzFa2tHQNcIZXU7zGWW0v6In3+DcJ9B53q0doKAHKpmJ/rgH4DxuNau1t5O8HJrvY17B/UoaLXx0Wa78YiKPAmVoubMdOQNToNMbCitev43UwUl6lNkicRzv3MIiRkF0MmERk8eUtduMqXQ7eo10NjwF0DugS7wbGe67dXx1EhRfdQqnwhxruXoW2tVkjF9RrbyunAB345Ji6Z7eBaW+tb8QFUBh23UvPpOcBImQWluF8xRj4qsP5DwNpXBN6XKPA2GjdJbGSga733be/vArEISMotQVpeiWkLRupEgTexSrGZ2pYumUTEL3/QUGHeSvi72qNUpaGlFBoBbo3QLkHucJA3POgCKtfSPRGTiaIylUnyJMLhzoG+YaapfAMqzwEackKMwbV2dwhwMWrOgY7U2tRg5/jx3fUP+vxc7OCpVECtYbhGS1oZhfsNhHkr4eJQv9ZWoLLyiSb3Mp6xvW4AbQV0WMUqQdTzw/wo8CZW6XBFS1en5qZp6QK0k0r0D9c+wP9HLZ5W7/At7TnQt5Vha4QaooWXIwLc7FGm0tCSPlauTKXB8YrZx/sauE6sIQZUXANO3cuiFi9Sb8aO7+ZwQQe19hknv6Qcd9IKABgXdIhEoirfQY4JS2Y7Lidqz92ORrS2ApW/gSuJeVBraK6N+lJrGH/uRhrxGwCAjoH0G7AUCryJVTpcERibYlxnVb1baB/gj9NyQlZNG3RpA+9+JmztFIlElecA9XqwaufislFYpoanUo42fg2bXLGqUE9H+DrboUyt4WfmJcRQVxK1raRcd9n6alfRzTMlrwSp1M2z3m6k5AMAmrnYwUOpMCoPqvxomKtJ2t9A22bGXZdDPJVwlEtQXK7mK1GI4WLSC1BYpoaDXMK3XNcXV2lygXremB0F3sTqqNQanKgIjE0ZdAHatXwB4GZqPjILSk2aNzGdC/E5KCxTw93RtEEXAH68OFW+WLejFb1e+rT0hLiBM9pXJRJVzhlwPCbDZPmSpk+tYbhZEfi1MTLo0OnmSQ+99XatIugz9vMHKrv7U2ufca5XdNE39t4sEYvQ1p9aXI3FDZFo7eds9GovVYe80Aof5kWBN7E615PzkV+qgrOdtEE31+p4KBX88iMnqKux1TpVscZqz1APkwZdQGXgfTUpl5b0sWKnKtY67tXCdN3MOT1DqfKF1N/9zEIUl6thJxMj2MPR6Hy45X+4lkNiOC7wbt2AClmuxTsmoxAFpTTXR33kFJUhMacYANC6Ac9nHbiZzROp10F9VQbexrV2A0ArHydIxSLklaiQnEs9b8yJAm9idU7d1z5wdwl2b/DazdWh1i7rd+q+tgtw12DjxlHWxsfZDqGejtCwyuCOWJeScjUuVLSEcOvumhJ3DbiUkItCevAmBuJa+iJ8jW9p0u6vfWDmWs+J4a6nNKy1FdBWwPs4K8AYfQf1xQV9zd0d4FzPZayqoson411P1p6zDal8kkvFaOGlBADcSKHvwJwo8CZWh2vt7Bps+gduAPws6dTaZZ1Uag3OVlS+CBF0AUAP6m5u1S4l5KJMpYGnUoFgDweT5x/o7gB/V3uoNAyn71PlCzGMKVpbAfDLkNEDb/2o1Bp+jHdDe8OFV3wHFHjXD9/Vv4G/gfCKyqdbKfnU1bmerieb6DpU0WLOBfLEPCjwJlaFMYbTFa2d3YQKukLdIRIBd9MLkZ5P47ytzfXkfBSWqeFkJzVqnVxDcF2NaVk568QFw91D3CESmb7XC1DZ6k1DToihKse2Gt/FE6h84I3NKqJlDeshJqMQZSoNlAopAt0aViFX2euAKj/qwxRj7AEg1FMJqViE/FIVkqirs8EyCkqRnl8KkajyHDZWZQUgBd7mRIE3sSp30wuQVVgGO5nY6Flj6+LqIEerisltzsXRrMbWhh9qEOQmyFADoLJS50ZKHnU1tkInK4YACDHUgNOtokcNXQOIobhutg0NOjyVCngqtV2db6XSrM6Gquxx4NTguT+4uV4o6Kgf7jdg7IzmnKpdnanyw3A3Klqngz0c4SBv2FK7XAXgDVrP3qwo8CZW5dS9ijVSA90glwp3enYKcgUAnKPlhKwON9SgW4iHYMfwcbaDv6s9NIxmFrY2KrWG/10KeQ5w14BLCTkoV2sEOw5pGjILSpGap+0hFW6CnjjU4lp/pupiC1R2db6ZSl2dDVWu1vDLf0WY4Dtoxf8GqPLJUNdNMLEap3XFdSwmoxClKnWD8yOGocCbWBV+fLdA3cw5nZprW9Kotcu66A41EK61EwA6BWnzp7Wcrcv15HwUlKrgZCflH46FEOqphIu9DCXlGv5hhpCa3EzVtjQ1d3eAUtGwliagMvCm8ZWGu1XxHZjiutDSWwmJWISconKk0ZAzg8RmFkKlYXCUS9DMxa7B+VHlU/3xgbcJKv98nBVwdZBBrWG0nroZUeBNrAofdAk0sRqHC7ouVkziRKzD3fRCZBWWQSEVo72/q6DH6tRcmz9VvliX02YYagAAYrEIURXnAFW+kLrcrXgwDfNWmiS/cJrZvN5uV3wHLb0a/h3YyST8xI1U8WYYLjhr6a00ydwb1N2//rjfQCsTVD6JRKLK74AqAM2GAm9iNdLyS5CYUwyRCIiseCAWSqinI1wdZChTafgxS8TyLlR0++4Q4CLoUAMA6BzE9XrIgUZDXQ2txfmKc4D7foTUuXnlOUBIbaoGHabAdZe+kZJHXZ0NUFSm4tePDvMxTU+YCJrZvF5uV8xH0MLElU930wtouI8BGGO4m27a61BElSEXxDwa3l+qDqmpqVi9ejViY2MRFhaG2bNnw8Wl5kmzFixYgOTkZL3tHTp0wNy5cwEAf//9N/7880+d1x0cHPD999+btvDErC7G5wIAWnk7maQrX21EIhE6N3fDgRtpOBubjchAV0GPRwzDjbc2x/fR2s8ZdjIxcovLEZNRgJbewnVrJoarPAfMEHhzlS/U4s3bsWMHdu/eDalUirFjx6J///41pj158iRWrFhR7Wvvv/8+QkNDAQAzZ86EWq07hnDatGkYNmyY6QousDvppg06tK2GQHZRObIKy+ChVJgk36YqJr0QjAEejnK4O8pNkme4rxN2XE6moMNA3G8gzET3Sn9XezjKJSgsU+NeRiFamahCpalKzi1BUZkaUrEIzd1Ns8wmF8Dfpa7mZiNok1JiYiKioqLw33//ISIiAlu2bEG3bt2Qm5tb4z7dunXDgAED+H9dunTBr7/+iry8ylbJixcv4siRIzrp+vTpI+RbIWbAPXB3DBRmNvMHdaKHbqtzMSEHANDRDIG3TCJGhwDtcc7F5gh+PFK3rMIyxGUVAQDaBwh/HegY6AqxCEjMKUYKLWmD999/H9OmTYOnpyfs7OwwfPjwWiu0vb29de7DAwYMQGJiIv788094e3vz6X799Vd4eHjopAsICDDHWzKZu2mFAMDPxNxQdjIJ/F3ttXmnF5okz6bsdpo2ODZVS1/VvGLo8zeIqXt9iMUivvcCjTGuG9faHezpCJnENOEbV5HI5U2EJ2iz4gcffAAPDw/s2LEDUqkUzzzzDFq2bInly5dj4cKF1e4zbtw4nb9XrVoFsViMGTNm6Gz38vLCU089JVTRiQVc4ANvV7Mcj5tgjcZ3WoeScjU/1s5cPRA6B7nh1L0snInNwqSugWY5JqkZV/kW6uUIF3uZ4MdzVGjXir+WnIezsdkY3cFP8GNaq/j4eCxduhTr1q3D5MmTAQCenp5488038cQTT0Cp1H/YDgkJQUhICP+3RqPBwoULMWXKFL30Q4cOxYgRI4R9EwLJLylHSp62YsaUgV8LLyUSsotxN72AX+KQVI/r5iEPnnYAAMX5SURBVGzqzx/QBh2MMZOMW26qNBrTd3MGtNf6C/E5iKHAr05c5UQLL0eT5cnNlxCXVYRSlRoKqcRkeZPqCdrivWPHDkyYMAFSqTa+d3R0xMMPP4y///7b4DxWr16N4cOHo3nz5jrbk5KS8NJLL+H111/Hpk2baIxUI6fRML6101xBV8dAF4hFQEpeCVLzqLXL0q4l56FczeCplPMtQUKLqjjXuGEOxLIumHGoAYebYI27/tiqPXv2QCKRYMyYMfy2qVOnoqCgAIcOHTIoj3379iEuLg6zZ8/We23NmjV47rnn8Mknn+D+/fsmKrV5cC3SXk4Kk1YI8YEftfbV6Y6JJ7cDgCAPB4hFQH6JCukFNLN5bRJzilFSroFcKkagm+nuz5WVH9TroC5CVHx4OSngpJBCw4D7GUUmy5fUTLDAu6SkBImJiQgODtbZHhwcjLt37xqUx7Vr13DixIlqb+KtW7dGaGgoHBwc8OKLL2Lo0KF6Y8iqKi0tRV5ens4/Yj3uZRYiv0QFO5nYbON8HORS/gJ2OYECL0vjhxoEuJqt5YHran47LR/FZbSOpaWZu/IN0E7kB9A14M6dO/D19YWdXeUyQc2aNYNcLjf4nr169Wp06NAB3bp109nu5eWF5s2bo23btjh+/DjatGmDXbt21ZiPtd2v75pwNu2qWnhrW66om2fd+MDbhM8HdjIJAivGylJ389pxXf1DPR0hNVE3Z6Cy9ZZavOtW2eJtuuuQSCSi7uZmJljgXVysnX3S0VG3S4STkxP/Wl1Wr14NX19fPPzwwzrbn3nmGezZswevvfYaFi9ejGPHjiE6OhqrV6+uMa+lS5fCxcWF/xcYSN1KrcmFilmF2zVzMdnYFUNwS1ZdSrTth25rYInWTh9nBbycFNAw0Oz2FsYY06l8MRfuGnAlMdemZ7cvLi7Wu18DgFKpNOienZmZiW3btlVbUX7x4kV89tlneOmll7B161ZMnz4ds2bNqjEva7tf3xGgpQmg1j5DlarUuJ+p/YxM/R2EelLlhyFMPb6bU/U3QD1Xa8ddJ0wZeFfNj3remIdgEY5SqYRYLEZOTo7O9qysrFpnNeeUl5dj7dq1eOqpp/iu6pyqk7YAQIsWLdCpUyecOHGixvwWLFiA3Nxc/l98fLzhb4YIzhItXQDQ3l+7nMgVCrwt7qKZx/gD2tre9v5ci2eO2Y5L9MVlFSG7qBxyiZhfaskcwnyUkEvFyC9VITbLdrvaOTs7692vGWPIzc016J69du1aSCQSTJ8+Xe+1B+/ZEydORFJSEuLi4qrNy9ru10KMrdTmp33gjc8uQkk59bipSWxmETQMcFJI4e1k2tnfK4MOqvyojRBj7AGgeUV3/4JSFdLzqbt/TXKLy/nPx1QrK3C4njd3qPLJLAQLvGUyGcLDw3H16lWd7VeuXEG7du3q3H/79u3IyMiotVa8qqKiolpryxQKBZydnXX+EethiaALANpXtKxdSsil2lYLyikqw/1MbdBjztZOAJWBdyK1eFsS1+OhTTNnwddwr0omEaNNRaB/yYYrX9q3b4/U1FRkZGTw265duwa1Wm3QPXv16tV49NFH4erqWmfaoiLtb72ma6613a/5ruYmXnLQUymHs50UjIFv0SX67mVoP5tgT0eTD0OibraGEarXh0Ja2d2fAr+aceenr7OdyZfbbelFvwFzEvTpZurUqfjjjz+QmpoKALh9+zZ27tyJadOm8Wm2bt2KF154QW/f1atXY9CgQWjRooXea1u2bNG5Yf/999+4cOECRo8eLcC7IEIrV2twPUU7fogLgsyljZ8zxCIgo6AUqXlU22opV5O0QW+QhwNcHISfzbqqysA7x6zHJbq4c8Dc14Cqx7Tlni8jRoyAs7MzvvvuO37bV199haCgIPTq1Yvf9tRTT2Hv3r06+546dQpXrlzBM888o5fv6dOndVqsi4qK8MUXX6Bt27YICgoS4J2YVplKw/eEMHXQoTO+klpca3S/SuBtatTV3DAxAnVzrponjbOvmVBd/QHoXINsebiVuQgaeM+fPx9t27ZFVFQUxowZg549e+Khhx7SWQbswoULWL9+vc5+CQkJ2LNnT7VjxQDg4MGDiIiIwIQJE9C/f39MmjQJ7733Hh599FEh3w4RyN30ApSpNFAqpGheUfNpLvZyCT+Zmy23dlna1SRtwNO2mflbtrj1ou+kFaCoTGX24xMtazgHLtnwBGvOzs5Ys2YNPvvsMwwcOBA9e/bEpk2b+C7knF9//RXXrl3T2Xf16tWIiIhAnz599PIViUQYPXo0+vfvj0cffRRhYWHIy8vDH3/8Ifh7MoW4rEKoNQyOcgl8nE3bzRmoDDpoHeOacb0BQjxM/3zABR3aWbupu391corKkFtcDkBbOW5qVPlRN+6zMfVwFwBo7u4AiViE4nI10qi7v+AEXcfb3t4e+/btw7FjxxAXF4f33nsPXbp00UkzduxYtGrVSmdbaWkpVq9erbemN+ebb75BQkICzpw5AwcHB3Ts2BE+Pj6CvQ8irGsVLV1t/JwhFpt/Hc32/i64kZKPK4m5GNbW1+zHJ5XnQNtm5m/t9HG2g4+zAql5pbiWlIcuwbSerrkxxix6DnAzm19NyoNGwyxyHbIGY8aMQUxMDA4fPgypVIoBAwbodR1fs2aN3qzlw4YNw8yZM6vNs0uXLjh79ixOnTqF5ORkLFiwAFFRURCLzTecoCG4JXaE6OYMACEVQUcsdTWvUdXvwNQ8HLXd/fNKVLiXUWjW+SUaC24YmI+zAg5y04cNld396TdQk3sVn02oAD0OZBIxAtzsEZtZhPuZhfB1sat7J2I0QQNvQFvb3bt3b/Tu3bva1yMjIxEZGamzrUWLFtV2Ma8qICAAAQEBpiomsSCui2kbC7R0AdrWrk1nE2hmcwu6WqXyxRLa+7sgNS8NlxNzKfC2gOTcEmQXlUMiFiHMx/QPFnVp6aWEnUyMglIV7mUWCtKdsrHw9vautfdY1R5rnAkTJtSap0wmq/EZwNpx3cyDPUwf9AGVLYi2PLFfXbgWbyECb5FIhBBPR1xMyEVsZhEF3tXgKoWE+g1Q5VPdYisqP4TocaDN1xGxmUWIzSxEj1APQY5BtBpHlTNp0rguphYLvKuM76QJ1syvuEzNd6OyRDdjoHJJqctU+WIRXMVLmLcSdjJJHalNT1plgjVbHudN9HHBgFAPvFwwQ0FH9YrL1EjOLQEgXODXvCLfuCz6DqrD9zgQuPIpIbsY5WqNIMdozBhjiM0StvIjuOI74Ho3EOFQ4E0sSreLqWWCrghfboK1MqQX0PgWc7uZmg8N087w62XipWIMxZ1715PzLXJ8W3fNwr1egMou7rSeO6nqvsAtTc0r8s0oKENBKc0x8SAu4HC2k8JNoIk3g9wp6KgN1+MgyFOY34CPkx0UUjHUGoaknGJBjtGYpeWXoqRcA4lYBH83e0GOEUQVgGZDgTexqITsYuSVqCCTiBBm4qVaDGUvl/Bd2CjwMr/KHg8ugoyhNESEn/bcu5OWjzIV1bibW+XEauYf383hzgG6BpCqKlu8hWlpcraTwd1RrnMsUomb0TxEoDH2QGWlShwF3tW6L3BXc7FYxE+sG0vfgR7uN+Dvag+ZRJiwja98yqDPX2gUeBOLquxi6mTWtXsfxI3rukGtXWZ31cI9HgDtDc3JTopyNaOZVS3A0mP8AboGEH3lag0SsrUtcEIFHUCVcd4UdOi5J+DEahyuUoXWUq+e0OOLq+ZNcx3o4z4TIT//4IreDHFZRTTkUmAUeBOL4rp1WjLoAoDWvlxrFz10m9s1Kwi6RCIRWvtWBF4pdA6YU25RORIruhdasqt5uI8TRCJtt75MGnJCACTlFEOtYbCTieEt4DCYyq7OFPg9iF/DW8CKD258a1JOMfV4ekBucTmyCssACNfrAwCau1d0dc6g38CDhJ5nAgAC3BwgEgEFpSpkVnzfRBgUeBOLumbBtXur4lq7qJupeak1jA90LX8OUFdjS7iarL0GBLrbw8VemDGchnBUSPkAiM4BAlQZ3+3uKOgSc1xAQ12d9d3jZzQXLujwclLAXiaBhoGvBCRaXNDn5aSAUiHcQkjU4l0zrseBkJVPdjIJmrnYVxyPKj+ERIE3sajKpcQsN7YTqAy876YXoFSltmhZbElMegFKyjVwkEsEvakYIoKvfKEWb3Oyhh4PHL67OfV6IKh8AG0uYEsTUBlUUou3PqGXsgK0PZ6CPOg7qM59PugT9jdA4+xrxgXe3Dh4ofC/ARrnLSgKvInFZBWW8cuEcK2NluLnYgdnOylUGoY7aTTG11y4oQat/ZwFbVEyBPV6sIzKVQ0sW/kGaFc4AGhmc6JVuYySsA+8XDdbCjp0FZWpkJqnHfYRIuAYb6AyqKHvQBfX9VvIbuZV84/NKqQxxlUwxgRdx74qmtncPCjwJhbDtSo1d3eAk53lupgCFWN8+cmVKPAyFy7ItXTFCwC08lFCJAIyCkqRnk9jfM3legp3DlhDi7f2PKRrAAGEn9Gcw48xzi1BSTn1uOJwE9s52Unh6iAX9FhcUEMt3rrM1eLt72oPsQgoKdcgje6/vJyicuSXaJcZFLrFm9byNg8KvInF3Kp44G7lY/mgC6ja4kmtXeZyK1V7DoRbwTngIJcixINbVo7OAXNQqTW4W9HDxBrOAe4acCetAOVqmmTJ1nHjTYUeBuPuKIdTxfjZeBrjyuM+i0A3YQMOgFq8a1I53ELY34BcKkYzV26MMX0HHK4iyNfZDnYyiaDHonH25kGBN7GYm6kVD9y+SguXRItv7Uqh1i5zuWlllS8R/DlAgbc53M8sQplaA3uZBAFu9pYuDgLc7OGkkKJMrUFMOrV82TK1hvFBmJCzCQPaHlfNaUkxPXzg7S78tYHGeFcvjlvKSuDWVqCygou6OlfiPn+h55kAqiyrRzPLC4oCb2Ixt1OtK+iq2uJNY4yEV1Cq4meQtZpzwJfGeZtT5TVAafEx/oA2AIrwo6UFCZCaV4IytQZSsQh+LnaCHy+Y1pLWw3U1DzBDizf3+cdnaZeQI0BJuZrv9h1ohsCbCy7jqMWVZ655JoDKXh+5xeXIKykX/Hi2igJvYhGMMdzkuhn7WkfQ1crHCWIRkFlYRmN8zYALurydFHBzFHb8nqFouIF53bSyyjegcoI1OgdsGxf0NXO1h1Qi/KNSQEWrLndcAsRnc13NhW/x9nOxg1QsQplag9S8EsGP1xgkVVSMO8glcHMQfh6eyvXsKfDmVP4GhA+8HRVSuFc8iyXSdUgwFHgTi0jJK0F+iQpSsQihntbR1dxOJuFnTr1O3c0Fd8vKKl6Ayq7mNMbXPKzxHOArX+gaYNMSKh54zTUEgmvVpcC7UnyW9rMwR2urVCKGn6u2ZwOt5a1V2ePAHiKR8D2SuO7+NM9BJe46ZI7fAFB5vaPvQDgUeBOL4Mb2hng6Qi61ntOQa3njWmOJcG6maMf4W1Nrp7+rPRzlEqg0jMY5mYG1jfEHtN3eAeAOXQNsWtWgwxy443AP2qRKa5+5gg5XrvKDvgPAvK2tQGXlE1V8VLLcdYi+A6FYT8RDbArX0tXKilq6ACDMp7LFkwjLmmY054hEIrTkKl/oHBBUSbma71JoTS3eYd7asiTlliCfxrnZrMoWb/MEHVx36sTsYppjBNpxptwySv6uZg46sijoAMwf9HHfc3p+KS2rB+2qH8m52mEP5roOUc8b4VHgTSyCb+30tp4HbgAI89a2dt2i1i7BceN7w3ysY6gBh84B84hJL4Raw+BsJ4W3k8LSxeG5OMj48lAFnO0yf9ChfeDNL1Uhr1hllmNaM66rq4ejHI4VS60JjYIOXeac3A4AXB1kcJRrl8yiVm/tkEy1hkEmEZntHkk9b4RHgTexiNtp3NhOKwu6KoLA22kF1OogoKwqE9iFWVGLN1DZ1ZhavIVVeQ1wMsv4wfoIo3PA5pk76LCXS+Cp1E5sFE8PvZU9DszUzRyoDDoo6NPiKj/MVfkkEokqu5tT5Qd/DfJ3tTfbqh/U1Vx4FHgTs9NoWGVXcysLukI8HSERi5BfokJqHs1sLhTu+w9ws4fSTK0ZhuK6Gt9JpaBLSNY4vpvDnQM014NtUmsYP6OzOdeX96cWVx4/sZpZP39q7auKOw/NNcYeqPod0G8g0cyVf1WPRb8B4VDgTcwuPrsIJeUayKViBFWsnWktFFIJP7Mm1yJHTM8ax3dzuNbOmAya2VxI1jijOYdavG1bal4JVBoGqVgEH2fh1/DmUItrJXOPsdceq/Lz19j4Wt4l5WpkFGgbH8xZ+URdnStVbfE2F+7zzytRIbeY5jgRAgXexOy4lq4wbyUkZuo+Ux/cuPNb1OIpGL610wqDrmYu9nCQS1CuZoil9UQFY41reHMqVzega4AtqrqGtznvURR0VIrnW1vNF3T4OttBIhahXM2Qlm/bPd64c1CpkMLFXvg1vDlU+VTJ3EsaAoCDXAoPWstbUBR4E7Oz5tZOoLK16w61eAvGms8BsVjET7BGXY2FUViq4ruSWmPgzX3/iTnFKCilia5sjSUeeLXHo67mHG58sbmWsgIq1vJ20fZwsPXKj3gzr+HNod9AJX6eCTNWPgFUASg0CryJ2d2saEWyxtZOoHKyL2rxFgZjjP9srTHoAoCW3rSkmJC4z9XLSQH3itp1a+LqIIcXzWxus8w9ozknwJXGtwLae4QlxhcDNLkUx9yTC3L8XSno4yTkmH+4RdXj2fpvQCgUeBOzu813MbWuGc05VVs7aWZz00vLL0VucTnEIiDUy7rG+HNoZnNh3bLyawAA6vVgwywxvlh7PAo6ACCzsAzF5WqIREAzV/ONsQcql3Wz9a7Oluv1oT1eWn4pSlW2u5a3Sq1Bcg63hrelWrxt+zcgFAq8iVmpNQwx6YUAKmcOtjYhno4Qi7STS6Tb+DgvIXAtiEEejrCTSSxcmurxk2tR0CWIuxXngLVeA4DKwJtavG2PpVq8uRmd8218YiOum7mPkx0UUvPeI6jyQyshyzK/AXdHOexlEjAGPvC0Ran5pVDxa3ibt/KJfgPCMss6PjExMYiNjUXLli0RGBhYZ9pbt27pbJPJZBg8eHCD8iXWISG7CGVqDRRSsVlnaqwPO5kEwR6OiMkoxK3UAnibcVZbW3A3XRvItPCy5tZObUAYk14IlVoDqYTqKE2JPwe8rfgc4Iec2FblS0lJCc6ePQupVIpOnTpBJqt9YqW9e/dCo9Gd/b9169YICgpqUL6WZKluttzERpmFZUjILoKLvYtZj28tEiwwsRqHWvu0uKDL3F39tWt52+N2WgESsosR7GmdveKEllBR+WTuCR6ByutevI3/BoQiaOCtUqnw5JNPYtu2bWjbti0uX76M2bNn46uvvqpxn/Xr1+Pzzz9Hjx49+G1KpVIn8DYmX2IduAfuUC8lxFY4ozmnpbcSMRmFuJ2Wjz5hnpYuTpPCtXa28LbeG6q/qz3sZRIUl6sRm1Vk1ZUEjdHdil4vLax0qAFQpau5DbV4Hz58GI8++ig8PDxQWloKtVqN7du3o2PHjjXuM2rUKERGRsLTs/I6+dxzz+kE3sbkaymWWsObE+BmXxF4F6NtM9sMvLlu3paonKfxrVqW6vUBaHt+aANv221xteRvgKvwsuXPX0iCBt7ffPMNdu3ahUuXLiE0NBTnzp1Dz5490atXL0yePLnG/SIiIrB7926T50ss726a9T9wA9pJv/ZeS6UJ1gRQGXRZbzArFovQ0luJy4m5uJ1aYNVlbWxKVWrEVdTmt7Tiz5Wb+C8huxiFpSo4KszSQcxiiouLMXnyZEybNg3Lly8HYwyTJ0/G1KlTcfXq1VpnNv7oo48wYsQIk+drCZZaw5sT4OaAiwm5Nh34JedULudmbvxyVtnatbytuYFAKIWlKmQWlgEwf68P7TFpSTGLVnxUzHPADXkx53JytkDQ/pO//vorJk2ahNDQUABAp06dMHz4cPzyyy+17ldaWoro6GicPXsWhYWFJsuXWF5j6GYM0JJiQqJzwLbFZRZBrWFwUkj5mcOtkZujHJ5K7Yzr3DnblO3Zswepqal44403AGi7fL711lu4fv06Tp06Veu+9+7dw6FDhxAbG2vSfC3BUmt4c2h8JZBYMbbXzwKBt6+LHcQioEytQUaBbc7xwvX4cDLzGt4c6nVguQkeAcBeLuHvfbZ8HRKKYIG3SqXC1atXERUVpbM9KioKFy9erHXfa9euYe7cuZg2bRr8/PywcuXKBudbWlqKvLw8nX/E/BrD2E5A29Uc0C4pRjObm05BqQrJudqHKmvv9cCN86ZeD6bFDzfxVlpda+eDql4HmroLFy7Ax8cHzZo147dFRkZCLBbXec9esmQJ3nnnHbRr1w6DBg1CYmJig/K15P2ae9C01BwkNMa4MvDzN/OM5gAgk4jh56L9Dmx1jGtSxT3aEj0OAFpSDLBsizcA+FPlh2AEC7wLCgqgUqng7u6us93DwwPZ2dk17te7d2/Exsbi5MmTuHnzJr788ks8//zzOHz4cIPyXbp0KVxcXPh/NBmbZTSGsZ2AtjVWJAJyi8v5Llek4e5VfP+eSjlcHaxv/eaquKDLFlo7zamxXAMA2zoHcnJy9O6rYrEYLi4utd5b165di/j4eERHRyMmJgbZ2dl48sknG5SvJe/XfNBnsQfeyq7Otio513JdzYHK78BWA78kvqu/ZSaWDaDfAB/wWqoCsJmL9rtPtuHu/kIRLPCWy7UP1cXFul9aUVER/1p1Bg4cCF9fX/7vWbNmoU2bNvjrr78alO+CBQuQm5vL/4uPj6/fGyINllVYhqyKIDbU07pbvO1kEjSrqPXmlj8jDVd1cj1rx60xfi+jkHo9mBA/uV5jOAcqrlMxNhB4y+VyvfsqoL3X1nZvnTp1Kv//Xl5eeOedd3DgwAHk5OQYna8l79d8a5+LZYIOrrWVCz5tTXGZGtlF2qXUuM/C3AJcbXuMMRdsWaKrP1DZvTolrwTlak0dqZsejYYhxcK9DiqvQ7a7pJtQBAu8HRwc4O3trXfDTEhIQHBwcL3ycnd3R3JycoPyVSgUcHZ21vlHzIt7ePV3tYe93DrXb66KC7xs4aHbXBrL+G4AaO7uAKlYhKIyNVLy6OZjKo3pHKi8BjT9yrfg4GCkpqaivLxy/eiMjAyUlJTU657NtW6npKQYna8l79eWDjq4Ct/sonIUl6ktUgZLSqqocFAqpHC2s8yEhn6uXGufbV73LV355KmUQy4VQ8PAB6C2JKOwFGVqDUQi7ZwDlsD1dkiywc9faIJOrjZ8+HBs27aNby0qLy/H33//rTP76Z07d3DgwAH+7we7niUnJ+P8+fOIjIysV77E+jSW8d0cLjCIyWj6D93mUhl0WX83Y5lEjOYVa5jaQuBlDowxvqt5SyteTo7DXQNiKyaEa8qGDRuG4uJi7N27l9/2559/QqFQYMCAAfy23bt385Ooca3aVe3YsQPOzs785KeG5mstknIs29LkbC+FY0XFdJINtnpz3Zz9XOwsNgeErfc6SLLgrPKAdgJGP66rsw0GflyFj5dSAZlE0DCtRtxvIMlGe30ISdDqxPfeew9du3bF448/jtGjR+O3335DeXk55s6dy6dZt24dli9fzt/Ahw8fjiFDhiAqKgoZGRlYtmwZgoOD8fzzz9crX2J9GtPYToBavIXALyfXSCpfQr0cEZNRiJj0AvRuSeu5N1RafikKSlWQiEVo7m7914FmrvaQS8UoU2mQkF2EIA/rL7OxWrZsieeffx4zZ87E4sWLUVJSgnfffRfvvPMO3Nzc+HQjR47EsmXL8Oqrr2Lnzp34+eefMWHCBHh5eWH//v34+eef8e233/LdyA3N11pwwa6lWvtEIhH8XO1xJ60AyTkljaJniClZOujTHruitc9GW7y5YNdSXf21x7ZDbGaRTVZ+WHqOA+2xaYy3UAQNvMPCwnD69Gl8/fXX2LBhAyIiIrBy5Ur4+PjwaVq2bIkhQ4bwfx88eBA//vgj/vzzTzg4OGDu3LmYMWOGzlgwQ/Il1udOIxrbCVQd30mtnaagUmtwr6L3gDWv31xVqJcSuJ7GVxqRhuGuAUHuDpBLLVOTXx8SsQghHo64mZqPmPTCJh14A8A333yDqKgo7N69G1KpFD/99BOmTJmik2b48OF8F/Fp06YhJCQE69evR3JyMkJCQnD27Fm0b9++3vlag4JSFfJLVAAs19Uc0AYdd9IKbLTF27I9DgDbbvFmjFl8cjWgcsiFLVZ+VP4GLPj5V/z+UvNLodYwiyyt2FQJPoAmLCwM33zzTY2vT58+HdOnT+f/dnR0xGuvvdbgfIn1aUxjO4HKFu+4rCKUqzUW6/LTVCRkF6NMrYFCKrboQ1V9hHpW9Hqg4QYm0Zgm1+OEemkD77vpBRgY4W3p4ghKLBZj1qxZmDVrVo1pdu/erfN3z5490bNnzwbnaw241h0nOymUCsuMLwYqgw5bHGPMB30W6nGgPbbuOPvGMCeNqWQXlaNUpZ3QzFLji4Eq4+xtsPKDe8+W7HHgqVRAKhZBpWFIyy+xaFmaGookiFmUlKsRn6VdmqNFIxjbCQC+znawl0mg0jDEZdnmsiKmxAVdIZ6Ojab2lAsQabiBafAzmjeSawBQZcgJVb40eZWTSln2IdO2gw7Lt3g720vhUBFs29p3wFV8eCoVUEgtV+Hga8st3nxXf8tVfEjEIvg42/aQC6FQ4E3MIjazCBqmbUnwUiosXRyDiMUihHjazqzGQmtsk+sBlUFXYk4xSsptb4ZhU6uc56ERnQM2tKSYrauc0dxyD7xAlW62NjixlDWM8bblyb2soZs5UNnjISXPtio+gMrrkKV7BlbOdWB734GQKPAmZlG1m7mlZio1Bhck0kN3w/ETqzWioMvDUQ4XexkYA+5nUuVLQzW24SZA1WsAff9NXZIVtLYCVZezsq0HXsYYv3a2xQM/V9uc1TnZWnp92PBwi2QraPHWHt925zoQEgXexCzuNrKJ1Tih1OJtMo1pKTGOSCSyqbWchVRQquIfKBrTOcB9/2n5pcgvKa8jNWnMrGF8MVAZ9Nlaa6u1jC8GYPMt3hbv9VFx/MzCMpvqbaZSa5CaZx0VgJWVT7b1GxAaBd7ELCq7GTeeB26g8qH7LrV4N1hjbO0EKrsac5VHxDj3KiouPJVyuDrI60htPZztZPCsGB5DlS9NmzVMagRUtjYWlKqQZ0OVPdYyvhiw3dY+rteHv4WDPhd7Gexl2nMgxYYqP9LyS6FhgFQs4u87ltLMhueaEBIF3sQsGuPYTqCyvDSxUsNkFZYhu0j7ABnaiFo7AZpcy1Qa44zmnMpzgCpfmjKuW6ulW/vs5RK4OsgA2FZXZ+69+lv48wdsdy1vfp4DC1c+adezr/gObCjw44JcH2c7i09CW1n5ZFu/AaFR4E0Exxjjx0g3pi6mAPjJ1bIKy5BTVGbh0jReXNDVzMUODnLLLdNjjBZ8V3MKuhqiMQ414LSg4QZNHmOMf8C39PhWwDbHuFrDxGocm23xtpKu5oBtLqtnDWt4c7jhFrZW+SQ0CryJ4NILSlFYpoZYBAS6O1i6OPXiqJDCt2JJhbv00G20+xWtxSGNMOiqXFKsEIwxC5em8bqfqV2Sj6vMakwqZzana0BTlVNUjpJy6xhfDFSOM7el1r7KZZQsH3jz3WxtKOhQaxhS80sBWL6rOVB1nL3t/AasZbgLUFkBllFQilKV7YyzFxoF3kRwcRUP3M1c7S0+bssYodTi2WDcOuhBHo0v6ArycIBYBOSXqpBeUGrp4jRacRWzwjfGc4Dmemj6uADXUymHnczy9yk/Gwz8rGUpK6Ay8MkvVdnMpIpp+SVQa5hVjC8GAD9X21tWL8lKhrsAgJuDDHYybZhoS+PshUaBNxEc19IV3AgfuAEa42sKledA4+rxAAAKqQQBbtpyU4un8RrzdYDr9XA/sxAaDfV6aIr4B14raGkCKsthUy3e/Bhvy38HjgopnO20w6JsZYwr9/lbw/hioLLXhy0tq1e5soLlfwMikYgvB3U3Nx0KvIngYvmWrsYXdAFVu5lSa5ex/r+98wyTosj/+LcnbprNGTaxu2QkIyAISlRBz3CYMALmM+D599BTz4h3h4LhRA8xHYriKcFwoCggGJEgSTIs7LI5zabJ9X8x0z0zbJqdndDh93mefbE91TU13dVd9ctFErZ2AqCSYt2krtmC+han1ShbYuEmAJCVEAmtmoPJ6lCUIKQk3C6e4bc0Acp0dXZb+8IvdADKq+XNX38xKD4A9zxQiuIDEE8Nb54MymwecEjwJoKOlC1dAAld3YUxhhMubwHJzgFSvnQL/h2QHhuBSF343Xi7ikatEhQG9B6QJ+6kRuIQOjIVltzLanegokE8iaUA5dXyFpRPIrn+Qp4DhSg+APc9EMt7iDKbBx4SvImgI3WLN19SrKi6GTa7I8yjkR51zVY0mGwApGntBCjcoLtI/R0AeCbZI+WLHBGfxdu94VVCUke+frFWzSE5OvzxxYCHxVUhgp/owi1c199osqHJbAvzaIKP2WZHVaOzeo5o3kOucZQo5BkIBSR4E0HFy9opwWzGgNPtSqdRwWJ3UJyLH5x0CV1StXYCbsH7BAnefnGyStpeLwDNAblTKjKLd1psBDgOMNscqGmSfylLPnlTqiECKhHEFwOemeWVse6LqY46AMToNTDo+Th7+Qt+/DOg16iQGK0L82icKE35FApI8CaCihysnSoVhxzX2HkhkvCdomo+o7k07z/gLoF1uoa8HvxBsHgnS3gOuJQGvNs8IS+EGt4iETp0GpWQWVoJCt9yo/M3psWKw9oNKK+Wd6mIyrnx8G7vSngG3B4HEeA4kSifFBhnH2xI8CaCCi+oZsRFiKJEi7/kCJtuEry7Cn/NpGztTDNEQK9RweZg5HLlB3KYA/QOkC92BxMEPzEJHUqq5c1ffzHUUOcRhA4FCH2AW7gS0z1QkvJDTDW8eZQYZx9sSPAmgoocrJ0AkOey1JGbadcR5oCErZ0qFScIjTQHuo4c3gO810NxbQus5PUgK6obzbDaGVQckGoQocVVAZveMsHiLR6hj/d+OFPfIvs4e6vdgeomMwBxCd6ZCrJ4Cx4HIvG6AdxzQSlx9qGABG8iqMjB0gW449OLyM20y8hlDvBCI82BrmE0WVHtilGVajk5wCmQRWhVsDsYimvlLwgpCV7oSzHooVGLZ1sklPIxyl/oKOetrSISvHmhw2R1oK7ZGubRBJfKBjOYK7ldYpQ44osBZVq8xVDDm8cQoUWMK86+TAHvoVAgnhWGkCVuS5d0N9yAW2g8SdbOLiMHayfgtniSxbtrnHLd/+QYvbCASxFPrwd6D8iLMhEKfYB7POUKiK8sE6GruV6jRpIryZXcY1z56y+m5HaAskq6ldWLz+MAcOddUMJ7KBSQ4E0ElZMyKCMEuC3epyi5Vpeob7EKGXklr3xJphhff5DLOwAAhRvIlHIRujkD7g24EixN5Uan0CG2e8CPp1zm94AXqsSU3A5wW7zLFCD00XtIGZDgTQQVuVg7M2IjoHMl11JCrFGgkIu1EyBXc3+RyzsAcOcpKCLli6wQo7UV8BT6zGEeSXBhjInX60AhQodYn4H0OKciQO7XH/C4ByJ7Bvj3kBLuQSggwZsIGkaTfKydniXFTtCm22fkZO2kkmL+wbtlSz3GH3CXFDtByhdZwbt4is7SxG94602yTu7VYLahxWoHIL57kOZxD+SMGJPbAe7xNJhsaLbIN7mX1e5AVaPrPRQnLq+DdIU8A6GCBG8iaMjJ2gl4JlgjwdtXTtXIx9pJJcX8o0hGc4BXINI7QF6Ui9TSxFsfW6x2GE3yFTp4N+fYCA0ideIqO5quEFfzCpdXhdieAUOEFtGuOSFnwY9PbqdRcUiOFpfgzcfZy/n6hxISvImg4c5mLf0NN+D+HRTf6TtysnZSSTH/KJJJVnuASorJFbG62UZo1YiL1AKQ96ZXrNcfUI6rc1m9OC3eAJCmAHf/ciG5nV5Uye0A5eQ5CBUkeBNBQy4ZzXmE5FokdPmMnOJ7ASDXFeNLc8A3mi02IT5VDoJ3Wqy7pNjpGnI3lwvlIhY6MhQgdIha6FOIm61YE3sByvA6EARvMV5/BbyDQgkJ3kTQcFs75SF05SVRLe+uIpca3jxCOSmaAz7BhxrER2kRF6UN82i6D8e5vR7oPSAPmsw2NJidbtxitLimKaCkmFhd/QFlCB2MMXF7HQjKD/kmGRRrckHAPabKBjPltwkAQRe8P/nkEwwbNgxJSUkYPXo0vvnmmw7bHzx4EHPmzEFBQQFycnJw1VVX4cCBA15t/vGPfyAmJsbrr2fPnsH8GYQfCNbOZHkIXTlUUqxLNFtsqGiQj7UToJJiXeVklby8XgB5lxSrqanBLbfcgoyMDGRlZeFPf/oTmpvbVzBYrVa8+eabGD9+PNLS0jB06FC89NJLsNvtXu3i4+NbrdmvvfZasH+OT/BCX7ROLcpcJOkKyCgsBaGvrtkKk9XeSWtp0mC2odni/G1iFPx4V3M5W7zLjOKs4Q0ASTF6aFQcHAyoarSEeziSJ6iC96ZNm3DNNddg7ty52L17Ny6++GJcfPHF2Lt3b7vn3HXXXRg3bhzWr1+PzZs3Q6/XY+LEiSgrKxPaWCwW9O/fH2VlZcLfoUOHgvlTCD+QW4x3Riwl1+oKvOJFLtZOwMPiLUOhKxgUyewdAMhb+XLllVdi//792LhxI9asWYP169djzpw57bZfsWIFfv75Zzz//PPYs2cPnn76afztb3/D3/72N692jY2NWLFihdeaPW/evCD/Gt8QsjmLcMMLKCO+VaxZ5QEgLlKLCK1zqyxXwa/CKN7kdoAysmqL2dVfreKQanDmOiitp71vdwmq4P33v/8d06dPx1133YWsrCw8/vjjGDBgAF588cV2z/n2229xyy23oKCgAHl5eXjzzTdRW1uLr776ynvgKpWX9jw6Wj4WFTngae3MSZTHvVGpOCFWmVyNO6dIKCUmj/sPuGO8KbmWb5yUWZ4HwK1EkNs74KeffsLmzZuxdOlSDBgwAMOHD8cLL7yADz/8ECdPnmzznFtuuQXLli3Deeedh7S0NMyYMQN33XUX3n///VZtIyIivNZsrVYcyjgxuzkDHvGtMhY6KhrEK3RwHCd7wU/Mig9AGXWkhfeQyEqJ8SjB6yBUBE3wZozh+++/x6RJk7yOT5kyBdu2bfO5n8bGRtjtdkRFeVtM9u3bh4yMDOTl5eHqq6/G0aNHAzJuIjDw1s4EGVk7AbcAQRbPzuEFEzlZO9MMEYjQurweaknz2xmytnjL7B2wbds2xMXFYfjw4cKxyZMnAwC+//57n/sxGo2t1msAmDNnDpKTkzFy5Ei89tprcDjEobjihQ7RCt5xvKVJvhteMce3AvIX/MTs6g+4xyVnoU+sddR55K58CiVBE7wbGhrQ2NiI1NRUr+OpqakoLS31uZ8///nPSE9Px7Rp04RjiYmJWLx4MX755ResW7cOZrMZ5557bof9ms1mGI1Grz8ieMjR2gm4ywnJMb4z0MhxDqhUnODBcUKGrsaBRm6VDQB3uEFxbTMsNnEIj4HgzJkzrdbrqKgoxMTE+LxmHzhwAMuXL8fNN9/sdfzyyy/Hp59+ir179+K+++7DI488gr/+9a/t9hPK9bpc7K7mMs/obLM7UNXosriK1Nond8FPzG7OgFvoq2gww+5gYR5NcBBzZQXAU/kk3wR3oSLoydVUKlWr/xnz7cF57rnn8PHHH2PVqlUwGAzC8bvuugvz5s1DVlYWBg0ahA8//BBarRZvvPFGu30tXLgQcXFxwl9WVpZ/P4jwCTlaOwF4ZDQmoasz+MRaspsDLnfzIlK+dIjJascZVzyYnOZAWqwekVo1HMwpfMuJs9dr/pgva3ZJSQlmzJiBqVOnYv78+V6fffzxxzj33HORkZGB2bNn44knnsCiRYtgsbSdqCeU67XYra0ZcZEAgOomC8w2+SX3qmw0w8EAjYpDcrRIBW+ZZ9UW+zOQHKODigPsDobqRvndgwaTFU0iTm4HuMsaylX5FEqCJngbDAZERkaisrLS63hlZWUrrXpbLFq0CM888wzWrVuHcePGddg2IiIC/fr1w+HDh9tts2DBAtTX1wt/p0+f9u2HEH7BC6bZMrJ0AfKN7wwGcrR4A57JtWgOdERxbTMYA2L0GiRG68I9nIDBcZ65HuSjfElNTW21XvOW587W7DNnzuCCCy5A//79sWrVqjYFeE+GDRsGq9Xabux4KNdrsbt4JkRpodM4r2eFDK1NvNCXatBDpeLCPJq2kbvXgdi9PjRqFVJcyb3k6O5f7nquDXoNokVYWQFwe31QcrXuEzTBm+M4nHvuufjuu++8jm/atAmjR4/u8NwXXngBjz32GNauXSvEmHWEzWbD0aNHO9wc6PV6xMbGev0RwUO+1k6n0HWaSop1iNPa6VwgZTcHkuSb1TqQuEuJRYHjxLmh9hd3dnv5KF/GjBmDmpoa7N+/Xzi2efNmAOhwzS4tLcUFF1yAgoICfPLJJ9DpOleyHDx4EBzHITk5uc3PQ7lel4s8vpXjOKTFOoUOOQp+Yhf6APkLHcI9MIjT4wCQd4yxFJ4Bt/JJfsq/UBNUV/P7778fa9euxaeffgqz2Yxly5Zh+/btuPfee4U2zz33nFcN7iVLluCxxx7DunXrMGXKlDb7vfnmm7Fz507YbDZUVlbijjvuQGVlZYdlT4jQIldrZzqVFPOJ0zVOgcQgM2snQCXFfMVdTlBe7wBAniXFxo8fj2HDhuGBBx5AVVUVSkpK8Mgjj2D69Ono06eP0M6zBnd5eTkuvPBCFBQUYPXq1dDrW2/cV65ciddffx2VlZWw2WzYuHEjnnjiCVx77bVITEwM2e9rC4eDCdU3xOriCci7lje/kRfz9Ze70CH25GqAvL0OxO7qD3grPnwNFybaJqiC92WXXYYlS5bg7rvvRlRUFJ599lmsWLECY8aMEdpYLBY0NjYK/y9YsAAWiwWXX365V+mR5557Tmhz3XXX4U9/+hNiY2ORn5+PkydPYuvWrRg0aFAwfw7hIyarHaVGeVo7PUuKUYK19hHKSCXL0NrpivE+TSXFOsSdWE1e7wAAyEuW3ztApVJhzZo1UKlUyMjIQK9evZCXl4cVK1Z4tWtqahJis9955x0cPHgQmzZtQlJSkteazTN9+nQcPXoU55xzDqKjozFv3jzceeedWL58eUh/X1tUNTmTNak4ZxypWEmTsbVP7K7+gHdyNYfMknvZ7A5USkH5JON69vxvSo0VsceB6/q3WO0wmmxhHo20CXowwV133YW77roLVqu1zbqdjzzyCB566CHh/6qqqja1KZ7ua1OnTsXUqVNht9uhVquDM3DCb/jYTjlaOwGnBe9weaMgWBCtkavHA+AuKWayOlBS2yJYPwlvimr4cBP5XZ8cIcmivN4BWVlZWL9+Pex2OziOazNWu6GhQbBsz58/H3fffXeHfSYkJGDRokVYtGiR6NbscleyrOQYPTTqoOea9RtZu9mKPJsz4Iw/5zjA5mCobrII8cZyoKrRAgcD1CoOSTHi/V1pMk5wJ4S7iPgZiNCqER+lRV2zFeVGE+Ii5VMmONSELIq/LaEbcArUnkJ1dLTvmzQxLeCEGyG2U4bWToBKivmCYO1MlJ+1U6XikJsUjYNlDThR3USCdzu4lS/ymwP8O4AvKcYnv5ILHa2tntZsrVbb7tre1X7DgRRcbAFlWPvSRVpKDAC0ahWSovWoajSj3GiSleDNC32pBj3UIk1uB7iFUjm6mos9zwRPemwE6pqtKK03oXeaofMTiDaR126BEAUnZWztBNy/S07xnYFGzvG9gFuYpDjvtrHaHSiudZUSk6FiItXgLil2WmYlxZSEFNycAZnHt0rkHvDllOTmdeB2cxb39Ze38slVx17k90B4D8nsGQg1JHgTAadIpjW8efgYXxK62kfO8b2AR3ItmgNtUlLbAruDIUKrQqqMrEM8XiXFaA5IlnIJJDUCPIQ+GQodUrkHaTJNcOd2cxb3e1rOQp9UngE5J3kMJSR4EwFH7hZv3opbXNtCJcXawGJzoNhlBZSjtRNwzwE+jpnwxtPjQY7hJoDHHJBZnLeSkIqruWdWbTllFG4wWdFksQMQ/z3gXeHl5nUghYzagHt+NJhtaDLLJ7mX3cFQ2SgRi7eMFYChhARvIuC4Ld7yFLo8S4qdqaMX0NmU1LXAwSBbaydAQldnyN3jAXDmsACAU6R8kSzlEnFz5sdnsTlQ22wN82gCB1+eyxChQZQuZCmH/EKuCe7KJFBDGgBi9BrE6J1zRE6CX1WjNCorAG7PGzl6HYQSEryJgOJl7ZTpptuzpBjFebdGEdZOvqRYTTN5PbSB3GP8ASAnkXI9SB2pWPt0GhWSXBVCSutbwjyawCEVxQcgX1fzCgnUUedJc7nDy0nw45+BFIO4KysA7jlSKqPrHw7EfZcJycFbOyO1alll/jyb7ETe4kmb7rMpqpJvNmueNAN5PXSE2+ItY8HbNb9PkdeDZCmXQEZtHjkmWJOK4gPwSO4lM6FDKsntAHkmWJPSMyDHd1A4IMGbCCgnPUoIydXaCbit+Sdp092KkzIPNQCcXg/ZieT10B5ui7d8lS+84H26thl2h3zibpVCi8UOo8kZKyr2jM6Ap+AnnzrGkhL6ZGrxlkIddR45eh1IyeuDfwdVN1lgttnDPBrpQoI3EVCUYO0EgJxksni3R5HMk+vx5CTRHGgLu4PhtCvuOVvG74GMuEho1RysdoYzdfJx/1UK/OY9SqeGQS/u+GJA3kKHJDwO+OReJhuaLfJI7tVktqHBlahM7MntAI9a3jLyOpCS8ikhSgudxik28iEKRNchwZsIKEqwdgJk8e4IuZeT46E50DZn6lpgtTPo1CpkxEWGezhBQ63ikJVACdakiqeLpxS8s2QpdEjIzdag1yBKpwYgH3dzXujzTFwmZuTpau6KsZeA4oPjOPd7SEb3INSQ4E0EFKVYO3nFwqlqcjP1xGZ34LQruV6OTEuJ8ZDXQ9vwipesxEioVeIXaLoD79lD2e2lh5RcPAF51vKW0j3wFDrkcg/c11/8HgeAp9eHfKytFQ3SeQYASrAWCEjwJgKKUqydGXER0Ko5WOwO2SzCgaC03uS0dmpUyJDIQuIvZPFuGyVkNOehcAPpIpUa3jxpMkzuxZcTk4rQIbfkUlJSfADk9SEG+PeQXJ6BcECCNxEw7A6mGGunRq0S3Ez5uHbCrXjJToyCSubWTvJ6aBve7VruXi8AhAR7ZPGWHmUSSioFyC+5l93BUNkoHTdbwMPrQCYJ7gQ3Z6k8A67rX+mqfS0HyiSU5wAA0l3eEXJSAIYaEryJgCHEdirA2gnAo5Y3bbp5lJDNmoe8HtrmpEsRxdc6lzP8byyiGG/JIST2koibLS8c1bdYYbJKP6NwlUt4Uqs4JMdI4x64vQ7kkUxRsHhLRPGRHKOHWsXB7mCoapS+8qPZYkODq7KCVBSAgtdHg/Svf7ggwZsIGEqydgLkZtoWSonxB8jroT2UUMObJzvR/Q5gTB4WGKVQLjFX89hIDSK0zi2bHNw8eYtZikuYkgLuxFLyEDqk5uasVnFIiZGPxZWfR1E6tSSS2wHu96Wc3P1DDQneRMBQkrUT8IzxJaGL56QgdCljDpDXgzcOB0NRjXLeA1mJkeA4oNliR1WjJdzDIbqA1OKLvZJ7yWDTWyYxaysgv5Ju5RJL7AV4eB3I4B5IrbICIL9nIByQ4E0EDCVZOwHPrNYkdPEobg6Q14MXFQ1mmKwOaFQcesTLt5QYj16jRqarZNqpGpoDUsHhYJJLLAUAqTLa9ErN1R9wZ/+Wg8cB4LZaSiWrOeCeL3K4B1J8B3nmmiAvL/8gwZsIGCcVktGch0+udZLcTAG4rJ2KmwPk9eAJfx16JkRCo1bG8sInWDtZRQo4qVDdZIHNwcBxQIpBSkKHfDIKuwVvCQkdLmtrRYP0k3s5HAwVDdJKbgdAll4fUrr+qS7Fh8XmQF2zNcyjkSbK2BkRIUFp1s4e8c46xSarQ1jAlEx5gwlmm3KsnQB5PZyN0t4BgEctb0qwJhl4oS85Rg+thBRE6TLKqs3/hlQJCd4pMXqoOGdG9mqJJ/eqajLD5mBQcRDipqWAHF3NpWTx1mvUSIzWAZDHPQgH0llxCFHjbe1UxqZbp1EJAuZJSq4lWPyUZO3MTXIL3uT1oDyvF8CtZDhFXg+SQWpJpXjkVEdaihZvjVolZGCXutBR7lJ8JMfoJbVepxnk8wxUNEjP1R+Q13soHEjnaSNEjae1MzNeOgtpdyFrlxslWjt5r4cWqx2V5PWgyDlACfakR5kEYysBebmaS9HNFvD0OpD2PZBaVn8euVx/QLoKQDnF2YcDEryJgKBEayfgafEka5cSrZ1eXg8keAnvAaVktQfcMd6nSPkmGdxCh7QsTfx4pW5tBTwTe0lL6JBLHWN+DqUaJHr9ZVDSTaisIDHlh5DZXAYhL+FAORISEVSUaOkCyNrlCc0BZStfGGOKnAP8/a9pssBoomQzUkCqliZ+w1thNEs6tKXJbEOD2QZAghZXXvCTuMVVuson5/VvNNvQ6JpDUsSzsoJU30NyUACGAxK8iYCgRGsnQBZvT4Q5kExzQIlUNVrQZLGD45z1rZWCIUKLJFeymVOkgJMEvLVSatZW3jppsTtQ0yTduvH8hj1Gr0GMXhPm0XSNdJkk95Kq8slzzkjZ1VmqlRUA9zMg5esfTkjwJgKCEi1dgFvILKpSdnItpVo7AfJ64OHvf2ZcJPQadZhHE1qy+VwPCp8DUkGqbs46jUpQ8khZ8HPXL5aWwAEAqQZ5xLdKNc8B4FFPXcJeB/z8SYqWVmUFQF65JsKBtO42IVqUau3smRAFjgMazDZJWyC6S2WjGc0WO1ScM85fSZDF24lS3wEAkJPIJ1lU9hyQClJN7AXII6NwuYSFPrkk96owSq+GN48cvA6k6uoPyOMdFE6C7uNTVVWFt956C0VFRSgsLMScOXNgMBi6fY4//RLBgTEmlNJRmrUzQqtGRmwEztSbcLK6GUkSqocZSHgX28x45Vk7z/Z64DguzCMKD0p9BwDu31xUJX2L94YNG7B+/XpoNBpcdtllGDduXEDO8affYGCy2lHf4ozFl6rgd6DUKOnERvzYpebmDLjHLGWhD5C4xdsg/XtQJtH4bsDtcVDVaIHF5oBOQzbcrhDUq3XmzBkMGTIEGzZsQG5uLlauXIlRo0bBaDR26xx/+iWCBx/bqURrJ+Cx6VawxfOkwmq4e0JeD06UmucB8CwrKO13wFNPPYU//vGPiImJAQBMmjQJb7zxRrfP8affYMFbKiO1asRGSCu+GJCHtUmweEvQ2sqPucFkQ7NFmsm9pK584u+BpF3NJRruAgCJ0TroXO7xfC1ywneCuuo8/fTTiI+Px/r166HVanHHHXegsLAQS5YsweOPP+73Of70SwQPIbZTgdZOwGnx/PF4taJjfN3x3coTuiK0amTGRaKkrkXRXg9KjfEH3PNeysnViouL8fTTT+Pdd9/FddddBwBITU3FQw89hNmzZyM6uvV99eUcf/oNJp5u5lL0TpFDfKVUE3sBgEGvQZROjWaLHeVGM/KSpae8kbrySQ5eB3wpMSk+AxzHITVWj+LaFpQbTeiZoLx9X3cIqsX7s88+w5VXXgmtVgsAMBgMmDlzJj777LNuneNPv8HGaneE7bvDjZKtnQBZvAGaA4LFk+aAIucA/w4oNZpgstrDPBr/WL9+PdRqNa644grh2HXXXYeGhgZs3rzZ73P86TeYSDmxF+Aet5SFDim7OXMc5xb8JGpxLZe48kkOtbyl/AwAHsoPiYa8OBwsbAmRgyZ4m0wmlJSUIDc31+t4Xl4ejh496vc5/vQLAGazGUaj0esvENQ2WTDu799iwBMbFCt8K9naCbhda8ni7c7urDR4wUupc6Cu2SK4LmYnKm8OJEXrEK1TgzGguFaac+Do0aNIS0tDRIR7I9ijRw/odLp211ZfzvGn32Ct14C0ra2A281WqkIfAFRIOLkdIH13/zKJK5/kUM5KyuEWgIe7v0TvwaZDFej/+AbMe+/XkH930ATvlpYWAGiV8MxgMAif+XOOP/0CwMKFCxEXFyf8ZWVldeHXtE9cpBaVDWZYbA6cqWv/++WMki1dAFm8GWM4UeX87UqdA7kKt3jz74D02AhE6pQXbsJxHLKF94A0Be+WlpY2E5TGxMR0uGZ3do4//QZrvQbcVjKpbnil7mrucDBUNEjXzRaQvteBlLPKA+55U9Fght0hzTKuUk6uBrgT3En1PVRuNKPFaocjDPMnaIJ3TEwMVCoVamtrvY7X1NQgNjbW73P86RcAFixYgPr6euHv9OnT/vysVqhUnIebqTQ3XN1F6RZv/nfXNVtR16y85Fp1zVY0mJxJZpRo7QTI4q30dwAALLl6CL7/y4WY2Cc13EPxi9jY2FbrKmMM9fX17a6tvpzjT7/BWq8B4MGpvbFx/gTcPDY3YH2GEn6jXttslWRYQ1WTGTYHg4oDkmN04R6OX0jd60DKWeUB57xRcYDdwVDdKD1XZ5PVjrpmp4eYVO8BXwZN8sqnMChggyZ4a7Va9O7dGwcOHPA6vn//fgwcONDvc/zpFwD0ej1iY2O9/gJFdqJyLZ5e1s5kZVo7o3QapBqcLyElKl9Ouua9Uq2dAMV4n6xSttcLAPRJN6BHfCTUKunFTALAwIEDUV5ejurqauHY77//Drvd3u7a6ss5/vQbzPU6Wq9BQWoMMuKkWYEjPkorlO+pbJCe0FHuEvqSY/TQqKVZhkjqXgdSt3hr1Cokx0hX8ONrqEdoVYiNlF5yO8A9d6SqfOKzsfOW+1AS1Lfetddei48++giVlZUAgGPHjuHLL7/EtddeK7RZt24d7r333i6d40ubUKLkGF+ydjrJFSyeyhO8eGWDkq2dSvd6UHqMvxyYPn06DAYDli5dKhx7+eWXkZ2djbFjxwrH5s6di40bN/p8jq/9Er7hldxLgkJHmcTjuwHpZ9Uul8M9kLDXgaebuRST2wHSVz6VCeXcQp/nIKiqloceegibNm3C0KFDce6552Lr1q2YNm0abr31VqHNzp078d577+Hll1/2+Rxf2oSSnGRpx/Z1B09rZ4RWmdZOwCl4/XKyRtFzQMnWTt7roaLBjKLqZsRHSdOF0l9oDkifuLg4LF++HDfccAO2bNkCk8mEvXv3Ys2aNdBo3FuF5cuXY+DAgZg8ebJP5/jaL+E76bEROFXTLGmhQ6rWVkD6daRlcQ9iIwDUo1yCXh/89U+V8PUXFB9GExhjklMglIUx10dQV73IyEh888032Lp1K06dOoWHHnoIo0eP9mpz6aWXIj8/v0vn+NImlCg5sRJZO53wbvaKtngnK3wOJEWjosGMk9VNGJwVH+7hhBR6D8iDK664AmPGjMGWLVug0WhwwQUXICkpyavNsmXLMGbMmC6d40sbwndSXVYaKVqbyiWeVR7wTu7lcDCoJBRewhgTXJ2lmtUc8LC4SlD5IYdngFfamKwOGE02xEVqwzyirlERxuR2QVc3q1QqTJgwod3Phw0bhmHDhnXpHF/bhIocPsa7pllyL+HuQpYuJ0pOsEdzwIlSvR6MJiuqm5zu9SR4S5+MjAxcc8017X4+d+7cLp/jaxvCN6RcR1oObs4pBj04DrA5GKqbLEgxSEeArWmywOIqfZsahvjWQOFpcZUacgi3iNCqERepRX2LFeVGk6QEb7PNLuxZwiF4SzOzhcjIjI+ARsXBYnNI8iXQHcja6SRXwSXFyNrpRKleD6dc9z85RgdDhHQWX4KQKnIQOlIlJKyejdYjuZfUvA74658coxOS9EkRfv5I7foD0k9uxyNVBSDv8aHTqBAfFfo9i3SfOhGhUauQlahMi2cRWTsBuJNKVTVa0GCyhnk0ocNosqJGsHYqew4o1evBrXhR9v0niFDBb9j5DaSUkIPFG/Co5S1RoUPyQp+Ek6u5BW/pKp8Aj7J6ElN+eF7/cMSmk+AdILITlRnnTdZOJ7ERWiRFOxNqKUnwcls79YjRKztRklK9Hk5SDW+CCCmStnjLIL4VkG5m87IwxrYGEqlef0BO98DldSAx5Ue4rz8J3gFCiSXFvGM7ydqlRIunO76bhC6lej2Q1wtBhBZPoYMxFubR+E6LxQ6jq/xoOLIJB5I0iZZT4hUfUs6oDbjnT4PJhmaLLcyj8R3GGMrl4nXAPwMN0noGwn39SfAOEDkKtHaRtdMbJdbyJjdjN0r1ejhJXi8EEVL4rOYWmwN1zdJR8vGWpiidGgaJ7xmkGt9aLhNrq0GvQZTOWcK2XEIhF7XNVlhszuR2Uhe8U4VnQDrXHwh/jD0J3gEiN5msnUqHFz5PKWkOVNEc8IQXPk/VKGcOkMWbIEKLXqNGgispkJRcbT3dzKVW9/dshFreEqsj7c6oLe34Yo7jJKn84MeaFC3t5HaAh8VbQu8gIPzhLtK+6yIiO9Ft8ZaS61d3IGunN7zyRZEW72SaA4DyvB6aLTbB2kCCN0GEjjQJxrhWNMgjmzMg3TrS4XazDSRSdPcPt7U1kEg11wQ/3nCFu5DgHSCyEiPBcUCTxY6qRku4hxMSyNrpjTvcQDnWTiGxViLNAcBjDlQpYw7wlv34KC3iwlCWgyCUCr/prZDQppe3NEk9mzMgXaFDLlnlAY/M8hK6B/K6/s7fUNVohtVVG14KVFByNXmg16iRGRcJADhVowxrF1k7veEVEGVGE1os9jCPJvg0W2yoaCBrpydK83o4WUVeLwQRDtIlGF8ZbktTIOGFjvoWK0xWaaz3ZptdKP+ZZpDBPZBgSbEymZQSA5zu8lo1B8aASomEXDDGKKu5nODjO08qxNpF1k5v4qN0iI1wJoxRQowvr3gha6cbpXk9FNE7gCDCghRdzeWS2AsAYiM0iNA6t9BSEfz4Gt46jQrxMliz+XlUIaGs2nJyNVepOKQapOXub2yxwWR1WudTw6T8IME7gCgpszlZO9smN1k5Mb6C0EX3X0BpXg98RnMKNyGI0MK7qkplwwuEP6lRIPFK7iWRe+Bp6ZN6cjtAmpnl5fQMAG7hVSrvIf4ZiI/SIkKrDssYSPAOIEqq5U3WzrZRkvKFhK7WxEfpEBfpfB6U4fVAyheCCAdCfKuEhA4hsZcMXM0B6SX3kpvQJ2SWl1A5sTKZPQNSU36IweuGBO8AIghdtOFWLMpSvtAcaAv3HJC/8oVXwPGx7QRBhAapCX0OBxPFpjeQSM3roFxGMfaAdzkrh0Ma1YTk9gy4Q16kofwoE4GrPwneAYSP8SZrp3JRlMW7iuZAWyhlDpisdpypbwFAyheCCDX8xr26yQKzTfxhLdVNFtgcDBwHpBikn1gKkF6CO7fFWx7XP8WgB8cBNgdDdZP4qwl5JreTi+AtOeWTCCorkOAdQHjBu67Zirpm8b8EugNZO9smV0EJ9mgOtI1SvB6Ka5vBGBCj1yApWhfu4RCEokiM1kGndm7hpJBRmN+YJ8fooVXLY+spNa8DMVj7AolWrUJStHRijOWW3A7w9jqQAuHOaA6Q4B1QonQapLo0uXLPalxEFu824YXQM/UtkrBC+IvJakep6wVGc8AbpVi8hXKCSVGySNRDEFKC4zhJJTaSW3wxIL1a3nKqIc2THiedZ8Cd0VwvmzUzVWK11MUQbkGCd4DJVUict3vTTdZOT5JjdIjWqcEYcLqmJdzDCRq8tdOg1yCRrJ1eCLW8Ze714A43oXcAQYQDKbk6l8rM2gp4xLdKJLFUqWucGXISvCWUWV4M1tZAI1i8JfIM8In4yOItI7L5OO8q+Vq7PGM7ydrpDcdxirB48kJlTjJZO89GKV4P7lADegcQRDhIk5DFtVyGQh8fJ1rRIP7kXowxwdVZjsoPKQh+ZfXyUz7x3hNNFjsaTNYwj6ZzxBBuQYJ3gFFCfCdZOztGsHjKeA6cpPjudkmK1iFGr5G91wNZvAkivKQZpBNfWSZDN+dU1/W32hlqRJ7Xp6bJAovdAcA9bjkgJYu33DKaA84QW0OEBoD430NWuwNVjeFXPpHgHWB4QeRUjfytndkU29kmSrB4C6EGiWTtPBun14P8Kxzwvy2bLN4EERb4+FYpuDqXi8DSFGh0GhWSY5zGB7HfgzIhuZ0OOo18tv5SKmfFj1FOyidAOiEvlQ1mMAZo1VxYE8LK5+kTCTkKsHjz1s7cZLJ0tYUSvB5oDnQMbwWW6xyw2h0ornVa8/NoDhBEWJBSVm05JlcD3PegokHc90COig/AHW4hBVdzfoypMrsHUikpxo8v1RABlSp8RkMSvANMTqJzE1rZYEaT2Rbm0QQHQegiS1ebKMHi7Z4DJHS1hdwt3sW1LbA7GCK1aqGSA0EQoUVKpXzcrubyel9IxdrHj09uig/hGRC54gOQZ3I1wB26IHZ3f0HwDnMdexK8A0xclBYJrvp8ci0pxruak9DVNvx1Ka5tgdUVUyUnLDYHSlzWTj6enfBG7p4vJ6vcidUo3IQgwoNnOSvGxJvcq9liQ4PJaYiQq8VV7EJHmQjKKAUDXoita7bCZBVvMlPGmCxjvAHplHQTi9cNCd5BQO5x3uRm3DGpBj0itCrYHUwQUOXE6dpmOBgQrVMjJUZe1otAIXevhxNV5PFAEOGGF2JNVgeMLeL1sOM3vNE6NQwR2jCPJrBIpZxSuUiEjkATG6lBhNYpyohZ8KtvscJscyW3C7PFNdCkS6SsXplIsvqT4B0E5GztMtvsOFPHlxKjTXdbqFScEHJwUoaCl9vaGU3WznaQu9dDESnfCCLsRGjViHd52InZ4iqUUZKZtRWQTlZtubo5cxwnCcGPv/4JUVpEaNVhHk1gkUquiQqRVFbQhOJLjh8/jqKiIhQUFCArK6vT9haLBQcOHIDVakXfvn1hMBha9Xf48GGvY1qtFpMmTQrouP1Fztau0zUtgrWTz+ZJtCYnKQqHyhtkGW4glJEiN/N24b0eTFanW77cBNQTQikxmgNyw2QyYceOHdBoNBg2bBi02s4tlGVlZThy5AgyMzORn5/f6vOvvvoKDoe3Aqpfv37IyckJ2LiVSpohAnXNVpQZTeiTbuj8hDAgV6EPcFsvxS50lMvU1RxwCn4nq5tFrfyQYw1vHndyNZHnORDJeyiogrfNZsNNN92EtWvXYsCAAdi7dy/mzZuHl156qd1zFi1ahCVLliA5ORlqtRpHjhzB888/j7vuukto88EHH2DRokUYPXq0cCwmJkY0greQ1bpKhkJXldvSRdbO9uEFLTlbvMnjoX14r4dD5Q04Wd0kO8GbLN7y5LvvvsNVV12FpKQkmM1m2O12rFu3DoMHD26z/aFDh3Dfffdhz549yM/Px8GDB9G3b1+sWrUKGRkZQruLL74YQ4YMQXJysnDsjjvuIME7AKTFReBQeYOoBT+xbHiDQbpEYrxLZepqDkjD4irXrPKA+zdVNpphdzCow5gxvCPKRJJcLaiC9yuvvIL//e9/2LNnD3r16oWdO3dizJgxGDt2LK6++uo2z+E4Dr/99huSkpIAOIXs2bNnY8yYMRg6dKjQrm/fvli/fn0wh+83vKv5qRoZCt604fYJd1ZrGc8BErw7RK5eD1RKTJ60tLTg6quvxnXXXYclS5aAMYarr74a1157Lfbv39+morW0tBQPPPAApk2bBgBobGzEhAkTcNddd2H16tVebZ955hlMnz49JL9FSaTzFlcRu9kK8cUytLaendxLjG7EJqsd9S1WAPIUvKVgcZVrVnkASI7RQ63iYHcwVDWaRatcEEueg6DGeL/77ruYNWsWevXqBQAYNmwYpk2bhnfeeafdcx588EFB6AaAa6+9FlqtFtu3b/dqZzab8f3332PHjh1oahKXVZF3NT9T3yLqLIv+QKXEfMNdx1lcczMQkPLFN+Tq9UClxOTJhg0bUF5ejv/7v/8D4FSC/+Uvf8Hvv/+OX375pc1zJk6cKAjdgNPz7IorrsDPP//cqu2JEyewefNmFBUVBecHKBQpxBiXiSS2MhjERWqh1zi30hUiFfx4N+cIrQqxkSGJMA0paRJ6BuTo6q9WcUKiXbHG2TeYrGiyOOWxcL+HgiZ422w27N+/38tKDQBDhw7Fb7/95nM/v/76KywWC/r06eN1/MCBA5g/fz6uu+46ZGRk4I033uiwH7PZDKPR6PUXLJKidYjRa8AYUFwrL2sXlRLzDd7iXVzjFFLkglcpMVK+dIjg+SIzizeVEpMnu3fvRlpaGjIzM4VjQ4YMgUql6tKa/cMPP7RarwHgueeew6OPPoqBAwfiwgsvRElJSbt9hHK9ljppceJ3sxVLNuFgwHGc6N3NPV395fjOlkJm+QoZh1sA4i+rx3tDGCI0iNKFV/nUpW8/cuQIjh071mGbUaNGITExEY2NjbDZbEhMTPT6PCkpCbW1tT59X0NDA2655RZMmjQJEyZMEI6fd955KCoqQnp6OgDgzTffxG233YZ+/frh/PPPb7OvhQsX4sknn/Tpe7sLx3HISYrC/jNGFFU3oyBVnAlP/IGsnb6RERcJrZqDxe5AaX0LeibIQ0jlS4lF6dRIIWtnh8jV64FCDaQBYwwbNmzosE1iYiJGjRoFAKirq2u1XqtUKsTFxfm8Zr/11ltYv349vv32W6/j//nPf3DttdcCACorKzF16lTcdNNN2LhxY5v9hHK9ljpSsHiLxcUzWKTFRqBIxMm95BxfDLjrSIv1+gOeXh/y3Delx+rxG8SrABTTM9AlwfvHH3/EBx980GGbf/zjH0hMTIRO58x43dLiXce4ublZ+KwjmpubMXPmTKhUKnz00Uden11wwQVe/8+dOxdLlizB6tWr2xW8FyxYgPnz5wv/G41GnzKs+wsveMuppBiVEvMdtYpDVmIUjlc2oai6WTaCN5US8x3e4n3a5fUg1oQjXcUzwSIhXhhjWLJkSYdtzjnnHEHw1ul0rdZrwLmG+7Jmr1mzBnfccQeWLl3qpSgHIAjdAJCSkoJHH30Uf/zjH1FXV4f4+PhWfYV6vZYygpttvTjdnG12Byoa5OtqDojf4lom4xh7wP0MVBjNYIyJcm8iJsEvGKSLPMFdmYiUf10SvG+88UbceOONPrWNiopCamoqTp8+7XW8uLgYubm5HZ7b0tKCGTNmoLq6Gt9++61XzHd7JCYmorS0tN3P9Xo99PrQaZrkWFKMSol1jdykaByvbMLJ6iacV5Dc+QkSgFck5VEpsU7JiIuETq2SndcDlRKTBiqVqksJSHNzc1FeXg6r1SqUEKuqqoLJZOp0zV63bh2uueYavPTSS7jttts6/S7esl5WVtam4B3q9VrK8Bv56iYzrHYHtOqgpu7pMlWNFjiYUxmdHCPPeyoZV3OZCt6pBufvstgdqGmyIElk88xic6Cq0QJAvoJ3qsgVgGUiUnwE9Q09bdo0rF27Fow5Y1ytVis+++wzr8ymR48exTfffCP8zwvdlZWV+Pbbb5GSktKq37Pd3kpLS7Fr1y4MGTIkOD/ED4SSYjKyeFMpsa4hx8zmnhZvomOcXg+RAOQ1B6iUmDyZOnUqWlpa8NVXXwnHPvnkE+j1ekycOFE4tn79eq8EaZ9//jlmzZqFF198EXfeeWerfuvq6lod++KLLxAbGyskXiX8JylaB62aA2NAZYP4Nr38hjfFlflYjvBJJsUqeJfLPL5Yp1EhKdppDBJjZnPe40Or5pAYJU+jldgt3hUicvUPaoT5Y489hpEjR+KGG27AJZdcgvfffx9Wq9XLhWzFihVYsmSJsDhfccUV+OWXX/Daa69hx44dQruCggIUFBQAcAr0kydPxtChQ1FVVYXFixcjNze3zUU/XGQnOjelp2Rk8abYzq4hxPhWyW8O5NEc8IncpGgck5HXg2cpMXoPyIuCggLceeedmDNnDp588kmYTCb89a9/xaOPPoqEhASh3UUXXYTFixfj/vvvF+p+z5gxA7169fKysPMK9i+//BJvvfUWrrzySqSkpGDjxo1466238Oqrr/rkwk50jErFIdUQgZK6FpQZTciMjwz3kLzgXTzlmM2Zh7ckV4hU6BCTm22wSIuNQHWTBeVGE/pnxoZ7OF7wwmiqIQIqmSqfpOL1IQaLd1AF78LCQmzfvh0vv/wyPvzwQ/Tt2xdvvPEG0tLShDYFBQWYPHmy8L9Wq8V5552H999/36uv2bNnC4L3pk2b8O9//xuffPIJoqKiMH/+fNx6662iWsRzXa64xbUtonT/8gd3YjVyMfUFWVq8q90ZrYnOcYecyGMO8KXEIrQqpMWGX3NMBJZXXnkFQ4cOxfr166HRaLBs2TJcc801Xm2mTZsmuJ6XlZVh4sSJaGxsbBVPzgve1113HfLy8vDBBx+gtLQUeXl52LFjBwYNGhSKn6QI0mL1KKlrEWWMsdvaKt/3hdgT3PFWYLkrPw6UGkV5D4Qa3jK+/mliz3MgosoKQc+pXlhYiFdeeaXdz2fPno3Zs2cL/69bt67TPqOjo/HAAw8EZHzBIs0QAb1GBbPNgTN1LbJwzeWFBzn8llDAWwSLaprgcDDJazo9S4nlkZuxT/BKKrl4PQjhJpRcT5aoVCrMnTsXc+fObbeNp1V71qxZmDVrVqf9jhkzBmPGjAnIGInWiNnaVCZzN2fAQ+gQYXIvh4PJ3tUc8EwySM9AOODfQQ1mG5rMNkTrxVUvXkyVFaRvhhUpKhUnWAXlEud9wrXpJqHLN3okREKt4mCyOlAhwti7rkKlxLqO3CzeFG5CEOIjTcQWV2HDGycuF/hAwl9/i82B2mZrmEfjTVWTGTYHA8dB1uu2mGOMK0Tk5hwsYvQaROvUAMR3D+wOhspG8XgdkOAdROQU5+1ZSozcjH1Dq1ahZ4JzsyGHWs5F1VRKrKvwSRZ5rwepIyTXo3ATghANYnbzLBUEb/kKfZ7JvcRmcS13uTknx+hlEfLYHnzokxiVT+74Yvk+A4A7lEFs96CywQy7g0EjksoK8n0KRYCcMpt7lhJLEcHElQpyKit3oorKSHWVHvGR0MjI60EoJ0cWb4IQDekers5iQ+71i3nSRGpxVYKbM+AW+sT4DJTWOe9BhsgSHwYasXodnKl3Gg3TYiNEUVmBBO8gkuNyyT4hg/hOsnb6h5yUL1RGqutoZOb1cLKayskRhNgQq9DHGFOM4CfWOHsxZXMOJmIV+gC34JcpAjfnYJIu0lreQlZ/kVx/EryDSK9k+ZSTovhu/5CXxZuP7yWLd1eQyxzwLCVG7wGCEA+eQh9j4glpaTDb0GyxAxDPpjdYCK7OonM1l7+rP+AW+mqaLDDb7GEejRuv5HZyfwbixKn84MNkM0Ry/UnwDiK9Ulwx3jXNsNodYR5N9+CTQ1Epsa4hWLyr5GDx5l3NSejqCnLxeqBSYgQhTniho9liR4PZFubRuOGFPkOEBlE6cWU5DjS8RbmiQVxCh1I8DuKjtNBpnCJNhYjczauazLDancntyOsgPPDKMBK8FUCaIQKRWjVsDobTNdLedJOLqX94WjvFZInoKhabA8W1vPKF5kBXkIvFm0qJEYQ4idSpERvhFGzFlGBNKUIf4OlmK57rDwClLjdnOWeVBwCO40RZT52fDykyT24HiDfBXakgeIvjGZD3LAgzKhUnCClSj/PmBW9yMe0aWYmR4DigyWJHVaMl3MPxm2JXKbFIrRqpMi5JEgzctbzloXwjjweCEB9ijDFWSlIpwDOjs3isrYD7Hsg9vhgQp8X1jJKeAZFWV+CVT2TxVgi8u7mUBW+LzYGSWiol5g96jRqZLi2blC2ebo+HKLJ2dhG5eD1QKTGCEC9pIsxsrpSkUoA4hT7GmHAPlCD4pYowzr5MSc9AHB9uYRZV+VTB4i2SZ4AE7yDDJ1g7LmHB+7TL2kmlxPxDsHhKOMb3ZBXFd/tLz4RIqGTg9XCSYvwJQrSIMbO5YPEWiYtnMBFjcq+6ZitMVmd+IbFY+4KJGJUfpSLLqB1MUmL0UHGAzcFQ1SQOBaDN7i7lKpZngATvIMO7Zh+vbAzzSPzneKW7jBRZO7uOHGJ8j1c5529eCgldXUWvUSMzXvpeD8IcoHATghAdYowxdltbxbHhDSZiTO7FX//EaB0itOowjyb48BbNM6J6BnhXf/krnzRqFZJdxrlykZQUq2w0w+5g0Kg4YWzhhgTvIJMngxhvXmnQKyUmzCORJnLIas0rX3qR0OUXvJVYqnPAZLULpcR6kfKFIEQHH2NcKiKho1RBQocYk3u5PQ7kr/gA3O7cpa7yUWKgTEhup4x7wM81XukTbvh3UFpsBNQqcRgOSfAOMr2SncJqudGMJhGV+egKJHR1D1lYvPk5QMoXv8h2KV+kOgeKqpvBGGDQayjchCBESKaQ3EscG17GmCAAKcHiDYjP66DUqBxXf8DD4l0njusPuMeSqZBngPfuE4vyQ4zKJxK8g0xclBZJ0ToA0rV68y6mZOnyDz4h3YkqaSbXajLbBA1+Ps0Bv5C614Pb64XCTQhCjGSKTOgwmmxosjhjnZVg8QbcCoZSsVj7XMKPcoQ+dy11m90R5tEADgcT4s0Vo/xw/U6xeN6UitDjgATvEJAn8QRrvLUzn6ydfpGd6BS6Gkw21DVbwzyarsMrjBKjdYiP0oV5NNJE6l4P/LuLPB4IQpzwwm1NkwUtlvAn9+I3vPFRWkTq5B9fDIhP+SG2+sXBJjlaD62ag4MB5Q3hjzGuajTD5mBQcVBMGVZe+VEiFos3H+4ikozmAAneIUGI866U3qa7vtmK6iZnJmZKquQfUToN0lxlLk5KUPAShC66/34jxHhLXPlGc4AgxElspAbRLgFXDBbXM7ybuUKEPsDt7i8WoeOMwizeKhUnWDbPiOAe8EJfqiECGrUyxC3B1VxsFu9Y8TwDypgJYYa3Ep2okl5m82OuMafHRiBarwnzaKQLb/E8VSM9V2NPN2PCP3ivB6PJhrpm6ZUUc4ebkMWbIMQIx3GiinEVYltF5OIZbNxCR/iFPkB5Fm/A7fkhDsFbfG7Owcbt9RH+6w94WrzFcw9I8A4BUs5s7k6qRUJXdxBifKukKHiTm3F3idSpBY2r1OK8GWP0HiAICSBsekUg+JUqqJQYj5hczR0OJiR5E1NiqWAjJour0hKrAW5FW7lRHHH2fHK1dBEpn0jwDgH8ZvV4pfSSa5G1MzDkCOWkJKh84a2d5GbcLXIE5Yu05kBNkwX1Lc7cBBRuQhDipUe8iNxs65Rrba1pssBkDW+cfXWTBRa7AxynNIureJ6BMoUlVgOA5BjxxNnb7A5UNIjP84YE7xCQnRgFjgMazDZUNUrLzZS3dOUlk7WzO/BCK6/IkAqMMSE3ASlfuodbASetOcDH+PeIj0SEVhlJkghCiggZhUVgceWt7kqy9nnG2Ydb8OM9DlJi9NAqJL4YcD8DYvA6cOc5UM4z4BlnH+6SYhUNZjgYoFFxSBJRGVTlPI1hJEKrRs8E58tAau7mVEosMOSnOhUXxyTm9VBuNKPJYodaxSE7keZAd+CrAhyTWJJF8nohCGkgLldz5Vn7OI4Tjbs5//0ZIsrmHAoyRVTSrUyBzwDg9vwId5JB/h2UFhsBtUo8ZVBJ8A4RvMVYStYuu4MJ8aj5ZPHuFjlJUVCrODSabagQQZkLX+Hna1ZCJHQael10B7fgLZ13AEAZzQlCKmSKJKMzY0zY9PZQmOCXIRLlBy94isnFNhSIKbkX/wwoydUfEE+cvZBnQmTXn3bSIaKXBBOsnalrgcXmgE6jQo8EZS2egUavUQuZrY9VSEfwOkb1mwNGgcvr4XhVE+wO6Xg9HKPkegQhCTytreH0rKpussBic8YXp4mojE8oEEucvRI9DgD3761ttoa1nr3dwVBuVF5yNcAt6Ib7GRA8DkSm/CPBO0TwSYmOS0jw5i1zuS5rLdE98l2uukclZPEU3IzJ2tltMuMjodeoYLE5UFwrnczmFG5CENKAt6y1WO1CQsRwwMeYJ8foFecpJZZyVkqr4c0TG+ERZx9Gr4OqRjNsDga1ikOqQVn3QHThFmTxVib8plVKFm+3iylZugKB4GosIYs3lRILHGoVJyjgpOJubrU7cMoVbkJzgCDETYRWjeQYHYDwxleeUaibM+C2roXfzVaZFm/POPtwJhnkFR+pBr3iDFdiibMvM5KruaLhN9xF1U2iqG3nC2TpCiyeCdakwokqymgeSIQ5UCGNOVBc2wKbgyFCq0KGwlxGCUKKiCGzeamQzVlZQh/gFjrCnliqTnl11HnEEGdfptD4bkA8cfYltbzXh7jeQ0EXvNeuXYtRo0YhLS0N48aNw+bNmztsv2jRIsTHx3v95eTkdLvfcJMZ53QztdoZimvDn/TBF8jaGVh4i/dRiVi8zTa74BJNgndgKJDYHOBDDfKSY6BSmNZeidTV1WHevHnIyspCXl4eHnjgAbS0dLxeJScnt1qzly5d2u1+Cf8Q6hiHUegQrK0KFPp6eAgd4YqztzuYUEM5U4HKDzHE2fOKF6UlFwTEE2cv1nugCWbnW7ZswVVXXYUXXngBM2fOxNtvv43p06fj119/xcCBA9s8x2QyobCwEF9//bVwjOO8N3z+9BtuVCoOvVJi8HupEUcrGpErgZjZ41S/OaDwQleZ0YRGsw0x+qA+ft2mqLoZDgYY9BqkiKgGopRxez1IRfCmd4CSuOqqq1BXV4fPP/8cJpMJ1113HSorK7FixYp2z6mrq8NHH32ESZMmCcciI703Ov70S/gHb90Jr6u5K6mUAoU+3sJpsjpQ12xFQrQu5GOoaDDB7mDQqDikGJS3dovB64M3sCkxMXFshAYxeg0azTacqW8RjE6hxGS1o6rRAgBCOWexEFSL99///ndMmzYN9957L/Ly8vDUU0+hX79+ePHFFzs8T61We2nP4+LiAtJvuOGzGkshuVaT2YYyV0ZGKiUWGOKitEh2CbBSKCvnWb/5bOUX4R98gj3JCN6ucJN8CSgKie7xyy+/4JtvvsHrr7+OwYMH49xzz8WLL76I999/H0VFRR2eGx0d7bVm6/XuzX53+iW6TqYIhA4luznrNWphnQ+X8oNPKiW2+sWhQsiqHUavD17w7ikya2so4DhOuAfheg/xz160To24SG1YxtAeQRW8t23b5qUFB4ApU6Zg27ZtHZ63b98+ZGVlobCwENdffz1OnDgRkH7DTaFL8D5SLv5NNx/bmxStQ1yUuCatlJGS4EVlpAJPr+QYcJzTBaumyRLu4XQKzQHlsHXrVsTFxWHEiBHCsSlTpgAAvv/++w7Pve2225Ceno4xY8bg3//+NxwOdx6T7vRLdB0xxFcqNbEXTw8huVR4hA6x1i8OFT1E8AwIbs4is7aGinC/h0o8PA7EZjgKmuBtNBrR0NCAtLQ0r+Opqak4c+ZMu+clJCTgn//8J7777jusWrUKRqMRI0eORHl5ebf6NZvNMBqNXn+hRkoW72OVlFgtGPCuxlKI8T1GpcQCTqROLWwKpDAHjtN7QDGUlJQgNTXV61hUVBSio6M7XFtnzpyJlStXYvv27bj99tvx0EMP4YknnuhWv2JYr6VKRpiFPiXXL+bJCHNJsRIFuzkD3pnlwxVnX+LKj9MjPios3x9uwp1rQqzx3UAXBe9nn322VRKVs//OtjqrVN5fodFoOnwQ7r77btx5553Iy8vD0KFDsWrVKqjVarz++uvd6nfhwoWIi4sT/rKysnz92QGjMNVdTipcLwNf4a3yBamGMI9EXhSkSCerNS8YFqbRHAgkQlk5kSvgaposQoxUOGK0iO5ht9s7Xa9nzJjhdc7Z6yrQ+dq6evVqnHfeecjKysLNN9+MJ554Av/4xz9gtbrrSHe1XzGs11KF32iWGZ1xvqGmzGiCzcGgVSuvfjFPuK19gpuzUgVvl6W/2WKHscUW8u9vMFlhNDm/V6nKj3DXsxez8qlL2Z0efPBB3H333R22iYlxbtAMBgMiIyNRVVXl9XlFRUUr7XdHREZGYsCAATh06FC3+l2wYAHmz58v/G80GkO+mOckRUOt4tDoip8WsxvWkYoGAEDvNNpwBxKpJNdyOJiH4E1zIJDkp8Rgy+FK0ddz5+9/z4RIRIs8ESDRGrVajZMnT3bYRqNx39fU1NRW66rFYkF9fX2X1uwRI0bAYrHgxIkT6N27t1/9imG9lirJMXpoVBxsDoaKhtDvM4prnJa+zPhIRcYXA57WvvDGtyrV2hqhVSMpWofqJgtK6lpCHi7JX//4KK3ok+gGi3DXsxfzM9Ali3dERESnGnR+Iec4DiNHjsTWrVu9+tiyZQvOPfdcn7/Tbrfj6NGjwgLtb796vR6xsbFef6FGp1EhJ8k5CcTuZspbvAvJ4h1Q+BjvkyKv515S14Jmix1aNYecRPG9uKRMgUSUL4fLnco33lOHkB6drde8ohwAzj33XFRXV+P3338Xjm3ZskX4zFcOHjwIjuOQnJzsd79iWK+lilrFCZm1w2FtUrq1FRCDxdup/KB7EJ57IFhbRejmHCoy48Jbz17MFu+gJle77777sGbNGqxbtw42mw1vv/02fv75Z/zpT38S2jz//PNedbrnzp2LPXv2wG63o7a2FnfffTfKy8tx6623dqlfsSKFBGtmmx0nq52u0GTtDCyZcZGI1KphtTOcclkGxAivGOqVHAONOqivCcXBK1/EnuuBQg2UxYQJEzBkyBDMnz8ftbW1KCsrwyOPPIKpU6eib9++QjvPOt0fffQR3nzzTdTW1sLhcGDz5s144okncPXVVyMxMbFL/RKBg3fzLAlDRmF+o91ThJamUBFOoY8xRsoPuH87r4QIJWKOLw4VvMAbrnr2Yr4HQd1RX3HFFVi0aBHmzJmDiIgIPPbYY3j33Xdx3nnnCW1MJhPq6+u9zpk3bx5iY2PRs2dPHDx4EJs3b8Y555zTpX7FihQSrJ2oanLWb47QIFWBNSCDibOeO5/ZXLxx3nyoQQEpXgIOH25QXNsCk9Ue5tG0jzAHyOKtCFQqFdauXQur1YrU1FRkZWWhR48eeP/9973a1dfXw2w2AwAmT56Mffv2oU+fPoiKisINN9yAuXPn4q233upyv0Tg4De9vNUnlJC11W3tKzeaYA2xZ1ttsxXNFue6kilCoSNU8PPvdBieATFbW0NFRlwkOM5Zz57PFRMqbHaHUA5ZjO+hoAcf/OlPf8Kf/vQntLS0IDKy9QX4y1/+ggceeED4/+KLL8bFF18Mq9UKrbb9uIzO+hUrBRLIau12M48RXRp+OZCfEoP9Z4w4VtmIKUjr/IQw4DkHiMCSFK1DXKQW9S1WnKhqQr8McbrR0hxQHtnZ2di4cSOsVis4jvOKAeepra0V1tykpCQsWbIES5YsgcVigU6n87tfInBkCUJH6K19grU1UTr7skCTHKOHTqOCxeZAWb0JWSEM1+KFvhSDHhFadci+V2z0THBe83BYvItFbG0NFTqNCumxESitN6G4thkpITTi8YkltWoOKTHiMx6GzIe0PeE4IiICcXFxrY53JHT70q9Y4WOmRS14V1B8dzARslpLYA70JjfjgMNxnOjjvOubrahocFo1yeKtPLRabbvCcXx8PPT61puZ9oRuX/slAodb6AhnjLdyXc1VKg49XULX6RCHlJHHgZOsRN7VPHwWb8XfA9c7INReB/z1z4iLhEqECR4peDPE8G7GNU0WVDeawzyatjnqcjGl+O7gwAsyR0QqeDPmkdGchK6gwMd5izXXw9FK5zsgIy4ChojQZoQlCKJ78Nbm4hALfXYHE+KalWztA4CeieFRfpDiwwn/+0Ot+ADEnVE7lPDvoVDfAzHHdwMkeIecKJ1G0IKJ1eotuJiStTMo8CXajpQ3iLKee5nRhEazDRoVh5yk6HAPR5bwngR8HLXYoHcAQUiXLA+LtyOEtbzLXTW8NSoOabHKrOHNEy53fyG5ncKtrbzQZTTZUN9iDdn3mqx2VLq8xZQc4w2Ez/NG7DH2JHiHATEnWLPYHDhR5cpoTtbOoJCbHA2tmkOTxR62UgsdcdgldOUmR0OnoVdEMOAF70Nl4hS8D1N8N0FIloy4CKhVHCx2BypD6FnHb7CVXMObh4/rDperuVitfaEiWq9BUrQz/CWUcd68x0ekVo2EENcPFxtZYcosTxZvohUFKeJNsFZU3QSbgyFap0ZGnLI11sFCq1YJcd5iFLyOUP3moNMn3Sl4n6xuFmVmc94ST3OAIKSHRq0S1u9QCn4UX+wmXPGtVErMjbukWOjugafHgdKTE4fN4l1HFm/iLPjYaTEK3nzccUGaQfEvjWAiWDzLxSd4U/3m4JNq0CM+Sgu7g4kywZp7DpDgTRBSJCsMm15KKuUmKwzxrd41vJUdXwyER/ATu5tzKOGfgZIQh7wI7yGyeBM8Ba5s4YdFKHRRCaHQwFs8D4vR4k2J1YIOx3GC8kVs74EGkxWl9c4amAUppHwhCCki1DEOqcWbhD4e/hpUNJhD5tVkbLGh0Wxzfb84hY5QEo7kXmJ3cw4l6bHukBe+SkqwYYyRxZtoDZ9cq9xoRl1zaAvLdwa5mIaGPoLFW1zWTsaY29WcrJ1BRZgDZeKaA7y1O9WgR5zCY9QIQqoIMcYhjK8sriNXc56EKC2idc462qHK5cLf6+QYnaJrePOQxTu8aNQqZMa7Ql5C9B6qbDTDbHNAxTnLiYkRErzDgCFCKyxMB0Vm8SQX09DAW7yPVTTCZneEeTRuKhvMMJpsUHFAXjJlNA8mvdPFafE+Qu8AgpA84ahjTBZvNxzHhTzBWrEg9NH1B8KT3OuU615n0T0AAPSM55UfobkHp6qd35MRFyna5MDiHJUC6JsuvqzGVrsDxyv5jObkYhpMesRHIkqnhsXuwMnq0NeZbA8ho3lSNPQa0pgHEzG+AwDP5Hr0DiAIqSLUMQ7RhtezhjdZvJ30DHGCNUpu542nxTtUpVt5wTsniQRvwDPXQWieASlcfxK8wwRv8TxYZgzzSNycqGqCxe5AtE5N8SlBRqXihORlYhK8+PnIz08iePR2CbYldS1oMIWuzmhn8F44NAcIQrrwFrczdaaQeFVVNJhgtVMNb08Er4MQWbyphrc3/HVoNIemlneLxS7EMmcnilfwCyWC8ilEzwAveIv5+pPgHSb6pMcCEJer+e+lTqGrb0YsVAqvwRkK+rhcecWU2fz3UudY+mXEhnkk8icuSot01wb1sIhi/WkOEIT0STXooVOrYHcwlBlNQf8+quHdmlDHGPNWRbFmcw41EVo1Ugx6AKGxuPLeJbERGsRH6YL+fVIg1CEvgqs/Cd7E2fTzyGodyjT7HcFvuPuSpSskCFmtxah8oTkQEsQW513ZYEZVoxkc504CSRCE9FCpOCHBU0iEjhpycz4bPsY4VO7+p2qcoYLZSZSfhadnCOO8i1xhg9kidnMONaEOeeFjvMniTbQiNzkaOrUKTRZ7yDJedgbvZtyXLF0hoa/L60EsQpfV7hCS65G1MzQIXg8iUb7w74DcpGhE6TRhHg1BEN2hZwgFPz5XSQ4JfQKhTK7mcDBB8MslwU8glIKfEF+cSM8ADx/yUlofmpAXivEm2kWrViHfVbJLLO7mB10W7/4ZZO0MBb3Tnff/ZHVTyOp8dgQf4x+j11CMf4joIzLly0HBzZzeAQQhdXjBLxRunqeqndZWMW94Qw1//WubrUJ97WBR0eAso6RWccik9VsgK4ReH/wzIGY351DjGfJSWh/ckBepxNiT4B1G3FmNw59grbbJIsSB8S7QRHBJidEjIUoLB3OXcQsnvJt5n3QDxfiHiD4iS7D3O+/1kk4eDwQhdQQ32xBYXE+StbUVMXoNEqK0AIJv9T7pEvp6xEdCq6atPQ+vCCoKwTMgBWtrqPEOeQnuPeC9GgwRGsRFaoP6Xd2Bns4wwmcN/l0Em25+w52VGAlDhHgnrJzgOE5QcohB8PqdrJ0hpyA1BhwHVDdZUNVoDvdwKM8DQcgI3uoTCqGjyCX4ZZObrRehcjc/VU1CX1vwoQ/8/AwmRRLIqB0O+DkZ7NK5nvHdHCde4xEJ3mFETHV8DwobbrJ0hRJ+DvDW5nBykKydISdSp0aua2MQ7jngjPGnjOYEIRdyQyR01LdYUdvsLNdEgp83vOBdFGSho6iGXP3bgn8GimtbYA1ijLHDwVDscmcnwdubUL2HpOJxQIJ3GOEFnBNVTTDbwhvjywtdtOEOLf0zndd7/xkRCN5k8Q4L/TPEMQeOVzbBameI0WsoMzFByIDcZOeGt6rRggZT8OoY85am5Bg9ovWUlNGTPJfQcSLIQofb1Z88DjxJNegRoXXGGAcz10F5gwkWuwMaFYeMOKpj7wkffnKiKjSCt9hj7EnwDiNpsXrER2lhdzAcCXMdXz7BWz9yMQ0pAzLjAAD7z9SDsfCVlaMY//AhFuWL2+PBIGo3LYIgfCNGr0FyjLOO8cmq4Flc+fhiiu9uDa/8OBlsoUMCZZTCgUrFCcqIk0FUfvAeDT0SIqGhGHsv+Gcg2F4fpyTi6k+zI4xwHIcBwqa7PmzjsNkdgrs7lRILLYVpMdCqORhNtpBknm0PivEPH2J4BwDAAb6GO3k8EIRsEKxNQRQ6hA0vCd6tyEt2xbcGUfBmjAlCJZVza42QYC2I90AqQl848FR8OBzBMzBJpZwbCd5hZqDL4rmvJHzWrpPVzTDbHIjUqumlEWL0GjUKU52CTjgtnoKbOcV3hxze6+FEVROaglxypiMozwNByA/B2hREoYMXKsnNuTX8NTlTbwpa2dC6ZisaTM61g/ZwrXELfsGzuJLHQfv0TIiERsXBbHOgvCE4JcUcDiYkMBT7PSDBO8wM6OHcdO8tCZ+164BHGSk1lZEKObzF80AYLZ5uaycJXaEmxaBHqkEPxtzu3uGAnwOU54Eg5ENecvBjjIskktQoHCRG62CIcMa9B8vVlr/+abF6ROrUQfkOKZMTAlfzE1THvl00apWQNyZYcd4ldS0w2xzQqt3ly8QKCd5hZqBL6Pq91AhbEDMudsR+l9A/sAdtuMPBABHE+O7j50AmzYFwEO45UG40obLBDBXnTvZGEIT0EUr5BNHiXURuzu3CcZxb+RGke0DXv2Nyk4OfWf54pfMe9EqOCdp3SJlgx3nzz1ZOUrToDYgkeIeZ3KRoROvUMNscOFYZ/DqDbcFb2we5rO9EaOG9HsIldJmsdhypcCb3G9ST5kA4EJLshSnkZG+x8x1QkBpDFhOCkBHuUj7B2fC2WOwoN5pd30XWvrYIdnIv/t7miNzFNlzw1/90TXNQDFwOBxMUW71SSPnRFsF+Bo5XOvewvZLFf/1J8A4zKhUnbLr3hcHdnDHmtnaS4B0W+mXEguOAMqMJVY3mkH//gVIj7A6G5Bgd0mOpDEY44L1N9peGJ9xgL70DCEKW8Jam6iYLjEEoKcYnNIqN0CA+Shfw/uVAsDObn6wiN+eOSI+NgE6jgs3BUFIX+CS2ZUYTWqx2aFSc6EtZhYvcIHve8BbvPAkoPoJecLGqqgpvvfUWioqKUFhYiDlz5sBgaD9r7mOPPYbS0tJWxwcOHIj7778fAPDFF19g9erVXp9HRUXh5ZdfDujYQ8XAHnH45WQN9p2px5XDe4b0u0/VNMNoskGnUVEZqTARo9cgNykaJ6qasP+MERN6p4T0+z0VL1RGKjzwyrdDZQ2w2BzQaUKrE91HXi+Eiw0bNmD9+vXQaDS47LLLMG7cuHbbbt++HW+88Uabnz3yyCPo1asXAOD222+H3e6dWOqaa67B5MmTAzdwok1i9BqkGPSobDDjZFUTzukZH9D+T1Q5LU25ErA0hQs+s3mwXM2PufrNTyE357ZQqTjkJEbhSEUjTlY3B9wln3czz06KgpZKibVJTpBdzY/zz4AEXP2DOkPOnDmDIUOGYMOGDcjNzcXKlSsxatQoGI3tu1MOHjwYo0ePFv4GDRqE5cuXo7a2Vmiza9cubNq0yavdyJEjg/lTgopg7QqDmylv6eqXbqAXRhjpH8aSUrybMQld4aNnQiRiIzSw2hmOVDSE/Psp3IQAgKeeegp//OMfERPj3LxMmjSpXcEaAJKSkrzW4dGjR+PEiRP48MMPkZLiViAuX74cBoPBq11GRkbQfw/hRCgpFgTBjw+RKyChr12CmdyLMeZ2s6V70C7uGOPA34PjVdJxcw4XeUEuKcYrPxRv8X766acRHx+P9evXQ6vV4o477kBhYSGWLFmCxx9/vM1zrrrqKq//33rrLahUKtx6661ex1NSUjB37tygjT2UDBRifOvhcDCoQpgYgFxMxcHAzDh8sac0LHHeNAfCD8dx6J8Zi5+O12D/GaNgAQ8FFUYTKvjEapRcT7EUFxfj6aefxrvvvovrrrsOAJCamoqHHnoIs2fPRnR06w1Nr169BKs24BQCnnnmGVxzzTWtPNumTZuG6dOnB/dHEG2SmxSN7Sdrg2JtOubKD5KfSkJfe/BCR7nRjGaLDVG6wG29KxvNaDDZoOLI1bwjeOXT8SDkUhISq5Hio116JERCreJgsjpLimXEBS7zuMlqx5l6ZwiBFJQfQTVxfvbZZ7jyyiuh1WoBAAaDATNnzsRnn33mcx/Lly/H1KlTkZOT43W8tLQUDzzwABYsWIDVq1eDseAVZQ82vZKjEaFVocliD2q5g7YgF1NxwHs9hDrO3yuxGs2BsDIwTLkeeMVLfkpMQDeEhLRYv3491Go1rrjiCuHYddddh4aGBmzevNmnPjZu3IiioiLMmzev1Wfvvfce7rnnHrzwwgs4depUoIZN+EBuELNqH3NZW/MlYGkKFwnROsRFOvfBJ6sCq/w4VuG8pz0TohChpcSY7VHgUgwdde13Agnv5iwFoS9caNUqIflfoJUfJ6ubwJgzz0RitPjzTARN8DaZTCgpKUFubq7X8by8PBw9etSnPg4ePIgffvihzUW8oKAAmZmZUKlUuO222zB9+vRWMWSemM1mGI1Grz+xoFGrhNq5+0Jo8XQmVnN+H1k7w8s5PeIBOONfaposIfve312J1ZKidciIo8Rq4WRwVjwAYPfpupB+L7mZEwBw9OhRpKWlISLC/R7o0aMHdDqdz2v28uXLMWjQIJx77rlex5OSkpCWlob8/Hxs2rQJ/fv3x4YNG9rtR8zrtRThY395ITlQON2cydrnC3xJMd4tOVDw/ZHio2MKUp0eOEERvMnV3yd45ceR8sCG03m+g6SQp6hL5o01a9bg888/77DNQw89hD59+qClxWn2P9vdzGAwCJ91xvLly5GWloaZM2d6HZ8zZw7++te/Cv/ffPPNOOecc/D222+3636+cOFCPPnkkz59bzgY1CMOu07V4bfTdbh0cGZIvvN0TQvqW6zQqSmxWriJi9KiV3I0jlc14bfTdbigb2pIvpcSq4mHIS7B+/dSI0xWe8isF1TVQJ44HA7cdtttHbbp06cPHnroIQBAS0tLm4lPY2JifFqza2pqsGbNGvzzn/9s9dnu3buFmO4HHngAc+fOxZw5c1BcXNxmX2Jfr6WGp7UvkOFslQ1mNJjJzdkXClNjsPt0XcAFP97iTUJfx/DPQJnRBKPJitgIbUD6NVntQqb0PLJ4d0hBagy+OlAueFkGCimVEgO6KHhnZWVh9OjRHbaJjXVabmNiYqBSqbySogHOxZlv0xFWqxXvvfcebrnlFsFVnefspCyFhYUYNmwYfvjhh3YF7wULFmD+/PnC/0ajEVlZWZ2OI1QMyYrHez8WhdTatbvY+V39Mgwhz6JMtGZIVjyOVzVhVwgF792nnULXOVS/O+z0TIhEcowOVY0W7D9jxPCchKB/J2OM5oBM4Tiu0/Xacy2NjY1ttV4zxlBfX+/Tmr1ixQpwHIfZs2d3+D0AcPXVV2P58uU4deoUsrOzW7UX+3otNXKSoqBVc2i2OGMheyYERkg+6trwZidGQa8hN+eOKExzWfsCLXQIFm8SvDsiLlKLVIMeFQ1mHKtoxNDswKyvvJuzIUKD5BjxuzmHk+A9A9Kqod4lwXv48OEYPny4T221Wi169+6NAwcOeB3fv38/Bg4c2On5n332GSorK31OoNbS0tJhnLder4der/epr3AwzPUS2FtSH7JyQjuLnJusQL2AiO4xJDsen+4qCanyZdcp5xwYRnMg7HAchyFZ8dj4ewV2n64LieBdXNuCqkYztGqOLN4yg+O4LiUgHThwIMrLy1FdXY2kpCQAwO+//w673e7Tmr18+XJcddVVSEjofN7yFvT21myxr9dSQ6tWIS85GofLG3G0ojFggjef0ZyEvs4p5F2dywNs8RbcnKUhdISTgtQYVDSYcSSAgrfU3JzDSWGQ3P2FjOYSKCUGBDm52rXXXouPPvoIlZWVAIBjx47hyy+/xLXXXiu0WbduHe69995W5y5fvhwTJ05EQUFBq8/Wrl3r9f+XX36J3bt346KLLgrwLwgdOUlRSIjSwmJz4EBpaOLZBKErBBt8onN4V+PfTteFJFlgbZNF0BQOzY4P+vcRnTMkxHHeO13vgP6ZcZSYR+FMnz4dBoMBS5cuFY69/PLLyM7OxtixY4Vjc+fOxcaNG73O3b59O/bs2dNmPpZff/0VJSUlwv8tLS148cUX0a9fv1ZJU4ngEYzkUpTR3Hf463+iqgk2uyMgfZqsdhTXOpVYpPzonMIgPAO8m3O+RNycw0l+Sgw4DqhpsqC60RyQPhljklM+BVXw5uO9hw4diiuvvBJjxozBtGnTvEqD7dy5E++9957XeSUlJdiwYUObizjgzL7ar18/XH311Zg0aRKuuOIK/OUvf8GsWbOC+XOCCsdxggaOF4iDiclqF0pXDSOhSxT0TY+FTqNCfYs1KNlnz2bXaec865USjfgocpESA0OynO+A3aeD/w4A3F4v9A4g4uLisHz5cixcuBBTpkzB+PHj8eGHH+Ldd9+FRuN2jlu+fDn27dvnde7y5cvRu3dvnH/++a36dTgcmD59OiZNmoRrrrkGvXv3RnV1NT766KOg/ybCTTCSS1FGc9/pER+JCK0KFrsDp2oCk9n8eKU7mzO5OXdOQVrgn4EjpHzymUidGj0TnGXEAuVuXmY0ocFkg0bFSUb5FNTaMZGRkfjmm2+wdetWnDp1Cg899FCrmLNLL70U+fn5XsdaWlrw+uuve5U18WTp0qUoKirC9u3bERUVhf/85z/IzAxNQrJgMjQrHt8erMCuU3W45bzgftfeknrYHAypBj16xAeunh7hPzqNCgMzY7HzVB12n64LerKUnUV1AMjNXEyckxUHjnMmPqxuNCMpJrjutjtP1QGgOUA4ueKKKzBmzBhs2bIFGo0GF1xwgeB2zrNs2TKMGTPG69iFF16Im266qc0+R40ahR07duDHH38UyoCOGDECajV5WIQSIaNwAIWOw67sxAUkdHSKSsWhIDUG+0qMOFLRGJD1nb/+fdIN5ObsAwUp/DMQuKzah8qcffVNpwTFvlCQEoPTNS04WtGI0b2SOj+hE/jrn5ccLZlcVUEv2qpSqTBhwoR2Px82bBiGDRvmdaygoKBNF3NPcnJyZOemxrt87wyBxdsd3x1PL2wRMSQrATtd2e2vGNYzqN/FzzNyMxcPsRFa5KfE4GhFI34rrsOFfdOC9l0tFjt+d4W10BwgeDIyMnDNNde0+3lbceOdeZvpdLoO9wFE8PF0s2WMdXvdr2u2oNzodBelqii+UZhqwL4SI45WNGLagO73d9AldND19w0+uVdxbQtaLHZE6rqn/LPaHYLXB90D3yhMM2DTocqAeR3wyqfeElJ8SEM9oBDO6em0dhXXtqCiwRTU79pJSbVECS8A/VoUXOWL3cHwmyuOmOaAuBjqivP+9WRw58Ce4jryeiEIhZCXHA0VB9S3WFEZgPhKXujrER8JQ4BKM8mdQMfZHypzKk7J2uobSdE6xEdpwVhgatqfqGqC1c4Q7eFCTXSM2/MmMF4Hh8qc97GPhBQfJHiLCEOEFr1dcVi7XC6gwYAx5nYxpcRqomJkbiIAZy1no8katO85VNaAJosdMXoNaWpFxsg85xzYfrImqN/j6WZOXi8EIW8itGrkJDljsXn3zO7A99Evg9YPX+G9DngrXXfh70Gf9M7L/RHOXEr8PQiE4M1f/97k6u8z/PU/EqDs/oLFW0L7WBK8RQYvCG8/EbxNd3FtCyobzNCoOAyiEkKiIj0uAjlJUXAwYEcQLZ68x8PgrDioVbRgiIlzXYL3b6frYbLag/Y9gtdLTnzQvoMgCPHAC8m/B6ByysEyd3wx4Rt9XQLykfJGWLuZ2by+xYoz9U7PSClZ+8INn2TwYACVT+Rx4Du8xbuiwYz65u4Zl+wOJljOpfQeIsFbZIzu5dx0/3SiOmjf8bNLqB/Uk0oIiRFe8Po5iMqXX1x9j8hJDNp3EP6RnRiFtFg9LHZH0DxfHA4mWNRH5NIcIAgl0D/DKfgdONN9wZt3cyZrq+/0TIiEQa+BxSM22F+OuCx9GXERiIsiV39f6Z8ZwGdAgtbWcGOI0Aqhbd0tnXy6phkmqwMRWhWyE6MCMbyQQIK3yBjjyvK3/4wR9S3BcTX+6bhTqA9ERkEi8IzKc96XX4KkfGGMCXNgTD7NAbHBcRzOFeZAcJQvh8obUNdsRbROTV4vBKEQeKHj99LuWfscDkbWPj9QqTj0C5DgRx4H/jHAdf33B0T5RPfAH9z3oL5b/fCKj8JUg6Q8N0nwFhmpsRHolRINxoLnbv7jMRK8xQxv8d5TXI9miy3g/R+vakJFgxk6jQpDXIm8CHExSvB6CI7yhX8HjMhNhFZNywBBKIF+Lov30crGboWxlNS1oMlih1bNIS+Zanh3hUB5HZDQ5x990w3gOKCq0dytJMZNZptQj51c/bvGgEynsr+7zwB/vtQ8DmjHJUJ4gZi3SgaS0zXNKKlrgVrFYQQlVhMlPRMikRkXAZuDBcXVmJ9Xw7LjKdRApPDKl52namGxdS8WsC3I64UglEd6bAQSorTO2MhuJDfira35KTGkuOsigqtzN91s+fP7kat/l4jSadDLpSzqjtWbv/7psRFIitEHZGxKIVBeB/tKnBbzQT2k9QzQG1OE8JvhH4MgePMb7nN6xiFaH/Qy7oQfcBznYfEMvNfDT8edfZLQJV4KUmOQGK2DyerA3pLuuWOdjcPBhHnF55QgCEL+cBwnWL27k2Btb3EdAGAghal0Gd7ivf+MEYwxv/qw2R2Cm+6gnnQPukogLK57iun6+8uAHoHxvNlTIs17QIK3CBntEroOlBq7nfXvbEjokgbnuu7P90erAtqvZ3w3zQHxwnEcRrmSngV6Dhwsa0B9izO+mzbOBKEsBFfnbgjev7mEjsES2/CKgcK0GGhUnFdW8q5ypKIRJqsDBr0GeUnk6t9VApFgjVc+nUNraJdJj41AYrQOdo9cEV2l3GhCZYMZKg7onyGte0CCtwjxjPMOZHZzxhi2HqkEAIylpFqiZnxhMgBg9+m6gCbZO1jWgMoGMyK0FN8tdsb3ds6B7w5XBrTf71zvgFF5FN9NEEqDFzr89aRhjGEPL3T0jA/QqJSDXqMWSirt9/Me7HUpPgb2iINKQkmlxMKAALj7S9XaKgY4juu2uznvcVCYakCkTlohk7TrEinjC5yb7i0B3HT/XtqAigYzIrVqjKQSQqKmZ0IU8lOiYXcw/BBAi+fmQ875NKZXEsV3i5zzC1MAALsCrHzZ4poDE3qnBKxPgiCkwWCXwnVfSb1f+SOKa1tQ22yFVs2hb4a0khqJBd7T6DeXAqOr7ClxnncOCX1+wXt9nKhq8mttbTBZcbyyCQCoKoif8ArAfX5mNucVh1L02iPBW6RM7JsKANh8sMLvOKCz2Xy4AoCzhBQJXeLnfJdgxFsoA8EW1xyY2Cc1YH0SwSErMfDKl0azDb8WOcNNaA4QhPLolRyNuEgtzDaHX3HevLDYLyMWeg3tI/xhWLYzse3Oojq/zqf44u6RFKNHTpKz7vPu03VdPn9fifO56REfSYnV/GSwy1vG3wTCvKu/1BKrASR4i5YxvZKg16hwpt6Ew93IPuoJb+ma2IcsXVKAF7y3HKoMiPKlwWTFrydrAdAckAqBVr78cLQKVjtDblIUcqkMEEEoDo7jMDQ7HgCw61Rtl8/nhT6ytvrPsJx4AE4lhs3eNa8Ds80uKEwGk6u/3wwXlB9dfwb2ksdBtxnuqqp0qMyIBlPXvA4YY9jrUn4MkuAzQIK3SInQqoU47E2HKrrdX4PJih2uF8zE3mTpkgKj85KgcylfjlR0X/ny/dFq2BxOoSuHErJIAt4dfHOAlC+bD5ObOUEonaFZLqHDD2vTby4LIcV3+09hqgExeg2aLXYcKu9acqlDZQ2w2hkSorTomRAZpBHKn2E5/DPQdcGbt9KSx4H/pMVGoGdCJBwM+O1019zNT9e0oKrRDK3aHSsuJUjwFjG8K+i3B7sveH93uAo2B0Ov5Ghku1xsCHETqXMrXzbsK+t2f98eLAdALsZSYnSvJETp1CitN3W7rJjDwbDpIIUaEITS4S2uu053Teiw2h2CxZuSc/qPWsUJ16+ryo9fXKUgh2TFg+MosZq/8O7+u07Vwe7wXanNGMP2k857MCKHciV1B97qzYe/+Qp//Qf1iJNk2CwJ3iLmQlec968na1DVaO5WX1/uLQUATB2Q3u1xEaHjooHO+7V+f/cEb6vdga8OOAXvqQPSuj0uIjREaNW4wCUk/6+bypddp+tQWm9CjF6DMVTVgCAUy+CseHCc03JU2eD73mJPcT1arHYkRGlRkBITxBHKH97iuquLrs684H0ulQPtFn3SDYjWqdFotuFwF7wOTlQ1oarRAp1aRa7m3WSE6xnY0cVngBe8pZokmgRvEZOVGIXBPePgYMD6bmy6Wyx2wWp+8SASvKXElP7pUHHOkgunqpv97ufHY9Woa7YiKVon1IcmpMF0Xvmyr6xb7ub/cynfJvVLlaSWmCCIwBAboUWhq6TVji5Ym352lTcdlZdIZay6yTBXnP2OLrg6Oxxua+uoPFrHu4NaxWFodtfdzfnrPyQrntbRbiIon7rodUCCNxFULjknAwDw+Z4zfvex+VAFWqx29EyIpNIHEiMxWodz85ya7fX7S/3u53/7nOdOG5gODdVulhQX9E2FTqPCiaomvxMtMsYEi/nFgzICOTyCICTIGJfF9Puj1T6f8/Nxl7U1j6yt3WVYTgLUKg5F1c0oqWvx6ZyjlY2obbYiUqvGwEzay3UX3tX5p+O+K59+OeEU0kfmJQRlTEqib3osYvQaNJptPldYqG4045irlBt//6QG7cBFDr9J/vlEDSoaTH718aXHhptigqTHRS4vhc/3+Cd42+wObNjvdDO/eCAJXVIjRq/B+YXJAPxXwP1WXI+SuhZE69SUWI0gCJxX4HynfO9jqUKr3SG4hJ7bS5qWJjERG6HFYJer8jYfq1b8eMypJBmaHQ+dhrbv3WWca13ddqQSDh8srowx/HDM+byMIuVTt1GrOJzr8tzYesS399A21/uqX0YsEqJ1QRtbMKEnV+T0TIjCkKx4MAZ89lvXBa/6Fiu+csUHX0KWLkly8aAMaFQc9hTX42BZ1+uubj5UiZomC5KidRhNGyZJctmQHgCA/+4o7pJLFs8nO4oBAJP6pZF7HEEQGJ2fBBUHHK9q8sniuqOoFo1mGxKitOibLr1MwmJkXCFfLtI3oYOvcDO+kJSngWBIVjxi9BrUNlux/0zne6vD5Y0orTdBr1EJAiPRPYSSqYd9Uz7xZZGlbEAgwVsCXDnMuele+cupLsd4rvvtDMw2B3qnxVAiCImSHKPH5H7OhGgfbT/d5fM/+tV5zuVDe5CbuUSZOiAN8VFalNabsLWLNb1NVjvW7C4BAPxxRM9gDI8gCIkRG6HFYFdmbV8srnxFhAv6pEJN8d0Bgfdk+uFoVacW1xaLXbB484l3ie6hVauERKPf+fAMbHYpPsbkJ5ECO0DwgvevRTVoMts6bOtwMEFJdX7v5KCPLVjQLlwC/GFoD0Tp1Dha0ShktPQFxhhWuQS1WSOyyM1cwlw9MgsAsHpXCcw2u8/nVTSYhMR6fB+E9NBr1PiDy+q96teuKV/W7ytDg8mGHvGROC9fuosVQRCBZWJvpwD3lSsUqSP4deQCEvoCxuCseBginBbXzpKs/XS8GmabA5lxEeidRhnlAwWv/Pjm986fgc0ua+tECVtbxUZuUhSyEiNhtTP8cKzjfBMHSo2oajQjSqeWdCk3ErwlgCFCi8uGZAIA3v/5lM/n7Siqxd6SeujUKlw+tEewhkeEgPN7pyA9NgJ1zVZ80YVY7xU/FsHuYBiWHY/CNEMQR0gEm1kjnIqTrw+Uo6zet3wPjDG8/f0J4XzKREwQBA+fP2TrkSo0mKzttiuqbsKRikaoVZxgoSK6j1atwpT+Tm+2ztZ1vhzohD6pZEQJIFP6p4PjnPXUz3QQclHdaMYvrmzaE/uQ8ilQcBwneHR+0UkOmy9clVnGFyZLOseBdEeuMK4/NweAsx53ca1vZaX+/d1xAMAVw3ogKUYftLERwUet4nDDGOcceGPLcZ9CDlosdrz3UxEAYO74XkEdHxF8+mfGYlReIqx2huXbjvt0zi8navBbcT30GhWuH50d5BESBCElClNj0CslGha7Q7Bot8WaXc4N8ZheSYiL1IZqeIqAT3j6v32l7bqbm212fOkSOihXT2BJj4vASJf1lL/GbfHF3lLYHQyDesQhNzk6VMNTBDMHOw2LXx8oR4ulbY9Oxhg++835Hrp0sLQNiSR4S4SBPeJwXkESbA6Gf2061mn7g2VGfO1ynZk7Pi/YwyNCwOzROYjRa3CovAEbf29/k8Tz/s9FqGu2IicpCtMGUP12OXDnxHwAwAc/n0Jtk6XT9q9uOgoAuHJ4TyST8o0gCA84jhMEv092lrTZhjGGT3c5kzNeOVzaG14xMr53Mgx6DcqNZvx0om1X200HK1DfYkVarF6ISSYCB1+2lxfs2mLtbudnvPcpETiGZsWjR3wkmiz2dhWAO0/VobjWWZllUj9pexyERPAuKyvDxo0bUVZW5vM5RUVF2Lp1K0pL29dA+dJGTtw3qTcA4ONfT+NYZcf1fJ/78iAYc2pHC1LJxVgOxEVqMXu00+r9/P9+h9XuaLdtXbMFr3zrFLrunlhAyXBkwsTeKRiQGYsmix2LNx7usO2Ww5XYeqQKWjWHO87PD9EICanDGMNPP/2EH374wedzLBYLfv75Z+zYsQN2e9sWC1/aEKHnjyN6guOcWYVPVDW1+vyXEzUoqm5GtE5NCtwgoNeoMdMlzL37w8k223z8q1Px8YchPWgtDwIXD8qAVs3ht+J67Goj1v5oRQN2FNVCxQGXDibBO9BwHCcoNN778WSbbVb+4gyznTYgXfKJ7YIqeO/fvx9XX301RowYgSlTpmDjxo2dnmO323HTTTehf//+uP/++9GrVy88+OCDXW4jR0blJeKCPimwORgeXb23XXfj9ftK8d3hSmjVHP5vep8Qj5IIJnddkI+kaB2OVTbhrW0n2m339/UHUd9iRd90A64cTpms5QLHcfjrJf0BACt+KsK+kvo227VY7Hjys/0AgJvG5CI7KSpkYySky4svvojevXtj5syZuPHGG3065/vvv0d2djZmz56NK664AgUFBdi3b1+X2xDhIScpWkgW1damd9lWZ1jLzMGZiNJpQjk0xXDz2FwATlfb0zXeoYRHKxrwzcEKcBwwixKkBoUUg15wX17exr5q2XfOY1P6pyE1NiKkY1MKN4zJgUbF4ecTNfjtdJ3XZxVGE9a5PA5mu0IupUxQBe8TJ07g8ssvx/HjvsUjAsCrr76KdevW4bfffsOOHTuwdetWvPrqq1i1alWX2siVpy4biAitCj8dr8Eb37W+rmfqWvCXT/cCAOaN74WcJIpFkROxEVpBmbLoq0PYfdYLCnBmsV75y2lwHPDEzAGkIZcZY/KTcPGgdDgY8KeVu9pMivT0FwdwvLIJqQY97rmwIAyjJKRIdXU1vvzyS9x9990+tW9pacGsWbPwxz/+EUeOHMHJkycxfPhwXHPNNYJi2Jc2RHi5+TxnONr7P5/yyiGz81QtNv7uFPrmnU95QoJF7zQDxhUkw8GAJRuPeH22aIPTs2lKvzTkp1A282AxZ5zzGfhybykOeNT0PlrRgP/udHoczKNcOUEjIy5S8CZYsvGw19qw5JsjsNgdGJYdj2HZCeEaYsAIquA9Y8YMXHPNNdDpdD6f884772DWrFkoKHBuFkeMGIGpU6finXfe6VIbuZKVGIVHXRavv68/iI+2u2t7F9c248a3fkFdsxWDesTh/sm9wzlUIkjMGpGF6QPSYbUz3PrOdi/t4JbDlbj/o10AgNvG96J4MJny7B8GISMuAieqmnDz29tR1+yM93Y4GF746hA+cFU/eGHWYMRH+f7+JZTNs88+i8LCQp/bf/XVVygtLcWCBQsAOD0yFixYgP3792P79u0+tyHCy/mFyRjdKxEWmwMPfbwHVrsDRpMVD/93DwDgqmE9SegLMn+e5lSof7KzGF+7Mpiv3V2C9fvLoFZxmD+V9nPBpH9mLC4ZlAEHA/7vk9/QYrHDZLXjzx/vgd3BMLlfKkbkSreElRS464ICaNUcNh2qFMIrNh+qENzM/3JRv3AOL2CIym/IZrNh3759uOOOO7yODxs2DMuWLfO5TVuYzWaYzWbhf6PR2G5bsTP73GwcKW/Aez8W4eFP9mLVr8XIiIvAtwcr0GyxIz02Aq9dP0zS6faJ9uE4Dv/44zkoqWvB3pJ6XLn0B1zYNxUmmwPfHXbVmeyTggenUpiBXEmI1uGNG4Zj9ps/Y0dRLS58YQsm9E7B76VGHCxrAAA8cnFfjC+k0j9E8Ni9ezfS0tKQmemOexw6dChUKhV2796NUaNG+dTmbOS0XksBjuPwzB8G4dJXt+HH49WY8fI2tFjtOFXTjFSDHn+5qG+4hyh7hmTF4+axuXjnh5O46/0dODcvCT8edyZbu2NCL/RNjw3zCOXPX2f0ww/HqrCvxIhLXt4KjgOOVTYhNkKDJ2YOCPfwZE9Bagz+dGEhXvz6MP7y6R58tucMfj5eA8aAa0dlY1SePBQfXRK8jx07hhMn2o8rBYDhw4cjIcE/V4DGxkbYbDYkJnpf3KSkJNTW1vrcpi0WLlyIJ5980q9xiQ2O4/C3mQOQHKPHK98ewY4i9+8elh2PV64bhh7xkWEcIRFsYiO0WHnbaMz/aDe+OlAu1PjkOOC6Udl4bEZ/UrzInHN6xmPVHWNw9/s7cayyCat3ObMSR+vUeGLmAIoHVDiMMXzzzTcdtklISMDw4cP9/o7a2tpWa7FKpUJcXJywHvvS5mzktF5LhYLUGLx2/TDc88EuHCp3Ku9SDHq8dfNIKkcaIh69pB8qG8z4Ym8pth2tAgBcOawn5k8hJXooyIiLxJs3jcC893bguCvRYHyUFq/PHo6sRMqTEgruuaAAZUYTPvj5FLYecT4DU/qn4YmZ/cM8ssDRJcF769atWLFiRYdtXnjhBb8Fb94lvaXFu4h9c3Oz8JkvbdpiwYIFmD9/vvC/0WhEVpZ0N6YqFYd7JxXiquE98e3BCjSabTinZxzG9EoCx1FMrxKI0Wvw7xtHYE9xHX4+XgONmsP4whQUpJJLoFLomx6L9fefjy2HKnG4ogHJMXpM6ZeGhGhyL1c6jDE8//zzHbYZPHhwtwRvnU7Xai0GnOuz55rdWZuzkdt6LRUm9knFNw9OwFf7y6DTqDB9QAbioqhud6jQqlV49bqhuPZoNn4vNWJQzziM7kXhYqFkeE4iNs6fgPX7ysDAMLV/OlIMpHgKFSoVh+cuH4TLh/bAb6frUJhmwPmFybKSa7okeN988824+eabgzQUICoqCikpKSguLvY6XlxcjNzcXJ/btIVer4deL7+HJzM+UigxRSiTc3rG45ye8eEeBhEmtGoVJvdPw+T+aeEeCiEiVCqVT5VEukNubi7Ky8ths9mg0Ti3E1VVVTCZTMJ67Eubs5Hrei0F0mIjcMOY3HAPQ7FwHIdxhckYV5gc7qEolsRoHa47Nzvcw1A0I3MTMVKmMfVh90U9fvw4tmzZIvw/depUrF27VvjfarXi888/x9SpU7vUhiAIgiCIwLJx40acPn0aADBlyhS0tLTgq6++Ej5fvXo1dDodJkyY4HMbgiAIglACQU2uVlNTg507dwr/79+/Hxs3bkSPHj3Qr58zO917772HJUuWoK6uDgDw2GOPYdSoUbjpppswY8YMvP/++zCbzV51un1pQxAEQRCE7/z666+oq6vD8ePH0dLSIljMx48fL1igp0yZgsWLF+P+++9HYWEhbrvtNsyZMwfPPPMMTCYTHnnkESxYsECI6/alDUEQBEEoAY4FsZDmrl278NBDD7U6fvHFFwvxW++99x4+/fRTrFmzRvj84MGDeOmll3Dq1CkUFhZi/vz5yM72dvvwpU1HGI1GxMXFob6+HrGxlC2SIAiCEA/hWKMeeOAB7N27t9XxDz/8EMnJTtfXyZMn46677sIVV1wBALDb7Vi2bBnWr18PjUaDP/zhD5g9e7bX+b606QharwmCIAix0pU1KqiCt5ihhZwgCIIQK7RGuaFrQRAEQYiVrqxRYY/xJgiCIAiCIAiCIAg5Q4I3QRAEQRAEQRAEQQQRErwJgiAIgiAIgiAIIoiQ4E0QBEEQBEEQBEEQQYQEb4IgCIIgCIIgCIIIIiR4EwRBEARBEARBEEQQIcGbIAiCIAiCIAiCIIKIJtwDCBd8+XKj0RjmkRAEQRCEN/zaxK9VSobWa4IgCEKsdGW9Vqzg3dDQAADIysoK80gIgiAIom0aGhoQFxcX7mGEFVqvCYIgCLHjy3rNMYWq0x0OB86cOQODwQCO47rVl9FoRFZWFk6fPo3Y2NgAjTB0SH38gPR/A40/vEh9/ID0fwON3xvGGBoaGpCZmQmVStlRYYFcrwGaa+GGxh9+pP4baPzhRerjBwL7G7qyXivW4q1SqdCzZ8+A9hkbGyvZCQhIf/yA9H8DjT+8SH38gPR/A43fjdIt3TzBWK8BmmvhhsYffqT+G2j84UXq4wcC9xt8Xa+VrUYnCIIgCIIgCIIgiCBDgjdBEARBEARBEARBBBESvAOAXq/HE088Ab1eH+6h+IXUxw9I/zfQ+MOL1McPSP830PiJUCH1e0XjDy9SHz8g/d9A4w8vUh8/EL7foNjkagRBEARBEARBEAQRCsjiTRAEQRAEQRAEQRBBhARvgiAIgiAIgiAIgggiJHgTBEEQBEEQBEEQRBBRbB1vf7Barfj6669hs9lw6aWX+nROfX09vv/+e3Ach3HjxsFgMPjVJhDYbDb88MMPqK2txbBhw5CVldVh2//+979tfjZgwAAMGjQIALBt2zYUFxd7fZ6eno6JEycGbNye7N27F0ePHkVubi6GDh3aYdtjx45h+/btrY5fffXV4DjO7367w5kzZ7B9+3bExcVh7Nix0Ol0HbZ3OBzYs2cPTp8+jV69emHAgAFenzc2NuLzzz9vdd7EiRORnp7u9zibmpqwbds22Gw2jB07FgkJCQE5x59+/cHhcOCnn35CRUUFBg0ahPz8/E7Pqa6uxo4dO6DVajFkyJBWY9u+fTuOHTvmdSwhIQHTpk0L6Nh5Dh06hN9//x2ZmZkYOXJkqznrSXFxMbZt29bq+B/+8AdERET43W93qKysxE8//YTIyEiMGzeu1Tg8OXLkCHbs2NHmZzNmzEBMTAysVis++eSTVp+PGTMGOTk5ARs3D2MMmzdvRnl5Oa666ipoNJ0vlyaTCd9//z2ampowevRopKam+tWGCAxHjx7Fr7/+ilGjRqFXr14+nbN7926cOHEC+fn5OOecc/xuEwhOnz6NnTt3IiEhAWPHju1wDu7evRsHDx5s8zN+zaurq8P69etbfT558mQkJycHbNw8jY2N2LZtG+x2O8477zzEx8d32H7t2rVoaWnxOua53/C3X3+x2+346aefUFlZicGDByMvL6/Tc6qqqrBz507o9XoMGTKkVW3fn376CSdPnvQ6lpycjMmTJ3drrPv378fhw4eRnZ2N4cOHB+wcf/r1h7KyMvzyyy+IiYnBeeed12nCK8YY9u7di6KiIuTm5raaIy0tLVi7dm2r88aPH48ePXoEdOz8923btg0mkwljxozp9Hlav3496urqvI4VFBRgxIgR3erXXxhj+OWXX1BaWor+/fujd+/eHbZfvXo1zGZzq+O5ubkYPXo0AGDXrl04dOiQ1+cGgwGXXHJJ4AbuQVlZGb777jv07t0bQ4YM8emcI0eOYP/+/UhPT8eoUaOgUrW2R/vSpkswwieeeOIJ1rNnT5aTk8N69Ojh0zkbN25k8fHxbNSoUWz48OEsMTGRbdmypcttAkFJSQnr378/y8vLYxdeeCGLjIxkixYtare9yWRiV199tdff5MmTGQD2xhtvCO0uu+wyVlhY6NXumWeeCfj4bTYbu/7661l8fDybOnUqS0pKYpdeeikzm83tnrN06VIWExPT6nfY7fZu9esvS5cuZVFRUWzixImsoKCAFRQUsBMnTrTb/uuvv2b9+/dngwcPZjNmzGDJycls0qRJzGg0Cm2OHDnCALAZM2Z4/cbdu3f7Pc5ffvmFpaamssGDB7MxY8Ywg8HAPvvss26f40+//lBTU8NGjhzJevTowSZPnsyioqLYo48+2m57u93ObrvtNpaZmcmmTJnCxo4dywwGA3vnnXe82s2ZM4dlZ2d7XeeHH3444ONnjLF77rmHxcTEsClTprC0tDQ2ceJE1tjY2G77jz/+mGm12lZzva6urlv9+svKlStZdHQ0Gz9+POvfvz/r2bMn27dvX7vtN2zY0Grs+fn5LCIigtXX1zPGGKutrWUA2NSpU73abd26NeDjX7ZsGSsoKGD5+fkMAGtoaOj0nAMHDrCsrCzWr18/Nn78eBYVFcVWrFjR5TZE99m1axebOnUqy8/PZyqVii1btqzTcywWC7v88stZYmIimzp1KouPj2fXXHMNs9lsXWoTKBYtWsQiIyPZhRdeyHJzc1n//v1ZSUlJu+1XrFjR6hlKT09nmZmZzOFwMMac1wUAu/zyy73aHTx4MODj37ZtG0tKSmLDhg1j5557LouLi2MbNmzo8Jy0tDQ2evRor7F99NFH3e7XHyorK9mQIUNYdnY2mzRpEouKimJPPfVUu+0tFgu79dZbWWZmJps6daowtg8++MCr3fXXX89yc3O9fuNf//pXv8fpcDjYrbfeymJjY9nUqVNZcnIymz59OmtpaenWOf706y/Lly9nUVFRbMKECax3794sNzeXHTlypN32mzZtYgMHDmTnnHMOmzFjBktNTWXnn38+q62tFdqcPn2aAWAXX3yx17Xevn17wMf/22+/sczMTDZgwAB23nnnsejoaLZq1aoOzxkwYAAbOnSo19jefPPNbvfrD0ajkY0fP55lZGSwKVOmsOjoaHb//fd3eM68efO8xn7ZZZcxAGzBggVCm/vuu49lZmZ6tbvvvvsCPv7Tp0+zWbNmsR49erDY2Fj24IMP+nTegw8+yKKjo9mUKVNYRkYGGzt2rLDf6EqbrkKCt48sXryYlZaWsoULF/okeDc3N7P09HSvCXD77bezrKwsZrFYfG4TKK688ko2atQoZjKZGGPOjTrHcWzPnj0+9/H000+zqKgor0l32WWXsbvvvjugY22LZcuWsZiYGHb48GHGGGNFRUUsMTGxQ+XB0qVLWX5+fsD79YfDhw8zjUbD/vOf/zDGnIv0+PHj2fTp09s954svvhDGxRhjVVVVLCsriz3wwAPCMV7w7kiA7wp2u50VFhaym266STj26KOPssTERC+Bv6vn+NOvv9x+++2sb9++Qr+bNm1iANjmzZvbbG+xWNgbb7zh9cy9/PLLTKvVsuLiYuHYnDlz2NVXXx3QsbbF6tWrmUajYTt37mSMOTeAPXv2ZH/5y1/aPefjjz9mcXFxAe/XH8rKylhUVBRbvHgxY8y5gZs5cyYbMWJEl/opKChgs2fPFv7nBe9gbJzO5s0332RHjhxhq1ev9lnwPvfcc9nMmTMFxd7ixYtZZGQkO3PmTJfaEN1n8+bNbP369czhcDC9Xu+T4L148WKWmJjIioqKGGPOd2tMTAx7/fXXu9QmEPz222+M4zi2evVqxhhjLS0tbMSIEeyqq67yuY+mpiYWGxvrJdTxgndlZWVAx3s2VquV5eTksNtvv1049uCDD7LU1FTW1NTU7nlpaWnCGhnIfv3hpptuYuecc46gmFy/fj0DwH788cc22zc1NbHly5czq9UqHPvHP/7B9Ho9q6ioEI5df/31Xutgd/nPf/7DIiMj2f79+xljTiNLampqhwYQX87xp19/OHnyJNPpdMIzarPZ2KRJk9jEiRPbPWf9+vXswIEDwv+1tbWsV69e7M477xSO8YL377//HtDxtsXgwYPZVVddJSi4Fi5cyGJiYjp8zgYMGCCskYHs1x8efPBBlpeXx6qrqxljjP38889MpVKxzz//3Oc+/vOf/zCO47wUJvfddx+75JJLAjrWtti3bx/78MMPmdlsZoMHD/ZJ8P7f//7HVCoV++mnnxhjToNNXl6el8LBlzb+QIJ3F/FV8P7ss88YAHb69Gnh2OHDhxkAtnHjRp/bBAKj0cg0Gg179913vY7n5OT4vOl2OBysV69e7JZbbvE6ftlll7GrrrqKrV69mm3bts2nDao/TJgwgV177bVex2677TY2ZMiQds9ZunQpy8rKYl9++SXbsGFDm5tbf/r1h6effpqlpqZ6WdtXrVrFOI7zWpQ744YbbmAXXHCB8D8veH/wwQds3bp13bZc/PjjjwwA++2334RjFRUVTK1Wsw8//NDvc/zp1x/sdjuLjY1lL7zwgtfxYcOGsblz5/rcT0lJCQPgZUmZM2cOmzJlCluzZg3bsmVLK2tyoLjyyivZlClTvI498sgjrGfPnu2e8/HHHzODwcA2bNjA/ve//7FTp04FpF9/4D07mpubhWPffvstA+Dz/Ny8eTMD4OX9wwver7/+OluzZk2HFvRA4avgzT+H33zzjXCsubmZRUdHs1dffdXnNkTg8VXwHj58OJs3b57Xseuuu46NGzeuS20CwcMPP8xyc3O9jr311ltMq9X6rKh85513GMdxXkpZXvD+9NNP2Weffeal2A0kvLLz0KFDwrHi4mLGcRxbs2ZNu+elpaWxv/71r2z16tVsx44dXkJsd/rtKmazmUVGRrJ//etfXsf79+/P7rnnHp/7OXbsWKv32PXXX88uueQStmbNGvbdd99123o2bdo0dvnll3sdu/fee1nfvn27dY4//frDP//5T5aQkOB1r9etW9dqb9wZ8+bNY2PGjBH+5wXvd955h61du9ZLUA8ke/fuZQDY999/LxwzGo1Mr9e3smB7MmDAAHbvvfeyTz/9lP3yyy+CUay7/fpDWloae/LJJ72OnX/++eyaa67xuY+JEyd67U0Zcwre48aNY2vXrmWbNm1iNTU1ARlvR/gqeF9//fVs/PjxXseeeuoplpyc3KU2/kDJ1YLE3r17kZCQgJ49ewrHCgsLERERgb179/rcJhAcPHgQNpsNAwcO9Do+cOBAn79n06ZNOH78OObNm9fqs23btuHNN9/E3Llz0atXrzbjarrL3r17W41/0KBB2L9/P1gHpehramrwwgsv4KmnnkJubi4WLFgQkH79Gf+AAQO8YkMGDRoExhj279/vUx9msxnbtm1rNV6VSoXFixfj1VdfxciRI3HxxRe3ih3qyjg5jvOKJU9JSUF6enq7c8WXc/zp1x+KiopgNBrbvKdd+Z6NGzdCpVKhf//+Xsd37dqFN954A/fccw9ycnLwn//8JyDj9qS9OVlcXNzhfbVarVi4cCEWLlyIgoIC3HXXXXA4HN3u15/x5+fnIzIy0ut7+M98Yfny5ejduzfOP//8Vp+98cYbeP311zF+/HhMmDABZWVlgRl4N+B/l+f1jYyMREFBgdcz0FkbIny093x43htf2gRqLGfHrA4aNAhWq7VVzGR7LF++HFOmTEFubq7XcbVajX/84x946aWXMGTIEFx++eVoamoK1NABOMev0+m84kR79OiBxMTETq/VqlWr8Oabb2LmzJkYPHhwq+vvb79d4dixY2hpaQnIOqJWq9G3b1+v49u3b8e///1v3HnnncjNzcVHH33k91jbm5OHDh2CxWLx+xx/+vV3/H379vXKX8DP/X379vnUh81mw5YtW1qNl+M4vPrqq3jttdcwevRoTJ06FdXV1QEbO9D2e91gMCA3N7fTufLZZ59h+fLluOqqq9CvXz/89NNPAem3K1RWVqK8vLxbc/3YsWPYsmVLm/LBgQMHsHTpUsyfPx/Z2dn497//HZBxd5f25ndVVZWwp/CljT8oNrnaqlWrvDalZ9PdZBf19fVITExsdTwxMVHY5PrSpj22bNmC0tLSDtvwCYHq6+uFfj1JSkpqlSyqPZYvX44BAwZgzJgxXsfvuecefPzxx9BqtWCM4ZFHHsHs2bNx4MCBDpO3HT58GDt37uzwO8eNGycoJdq6VklJSbBarWhqakJMTEyr80eOHIkTJ04gJSUFAPDNN99g6tSpOOecc3Dttdf63S9/3v/+978Ox++ZKKO97wHgs9Bz//33o76+Hv/3f/8nHIuLi8PPP/8sfM+ZM2cwevRoPPjgg1i+fLlP/XpSX1+P2NhYqNXqVmNtb5y+nONPv/7Q0Vz39XuOHz+O+fPn45577vFSil1//fV49dVXhSRhixYtwpw5czB8+PBWAnp36GyutJVIqG/fvjh8+LDwzP36668YN24c+vXrhz/96U9+9xuo8fP/+3IP6uvr8d///hdPPfWU13GdTofNmzdjwoQJAJxJjCZMmIDbb789KMq+ruDLvAvE3FQqBw4cwJ49ezps052EkiaTCRaLpc17U19fD8YYzGZzp23aS1RYXV2Nr7/+usMx9O3bV0gIVF9fj4KCglbfA/j2DB05cgRbt27Fxx9/7HU8OTkZu3btEgSboqIijBo1Co888gheeumlDvv89NNPOxS44uPjMX36dGH8bSXO7Gyuv/3227jooosAOJNKXXHFFbjmmmuwd+9eqFQqv/sFgO+//x6nT5/usA2fjLKjZ7W9BHZnc+jQITz88MN48MEHvRIo3nrrrVi+fLmQPOyZZ57BTTfdhGHDhqGwsNCnvj1p773OGIPRaGwzGZcv5/jTrz8EYm/00EMPoby83MuwEh0djR9++EFI9FVeXo6xY8fi3nvvxfvvvx+QsQPO8avVasTGxnod72xOLlq0CNOmTQPHcbBarbjxxhsxa9YsHDx4EFFRUX7368/4ge6tS2+99RYSEhJwxRVXeB2//PLL8dxzzyEqKgoAsHTpUtx1110YNmxYqyRyoaazeZeenu5TG39QrOC9du1a2O32dj8vLCzsluCt1+vR2NjY6nhjY6OwcfelTXv8+OOP2L17d4dtLr/8cmg0GuEFf/Z3+fI9gHOCffrpp3j++edbfeZ5jTiOwxNPPIF//vOf2LRpE2688cZ2+zx27BjWrFnT4ffm5eUJgk9b14r/v73fcHYGzkmTJmHixIn47LPPBMHbn34BoKGhodPxT5kyRXi5+Ps9PI8//jhWrFiBDRs2eAmDKSkpgmIBADIzM3HnnXdi8eLFnfbZFnq9vk3rR0dzxZdz/OnXH7o714uLizF58mSMGzcOL7zwgtdnF1xwgdf/Dz74IJ599lmsX78+oIK3P3PlbK3siBEjcNlll+Gzzz4TBO/uzkFfaet7+Hvvy/esXLkSNpsNN910k9fxqKgoQegGnELE/fffj3vuuQc2m82nrOPBwnPeeSowGhsbBWWIL22Itjl06FCn79t+/fr5vRHS6XTgOK7N50Ov14PjOJ/atEdtbW2n4585c6YgeHf3WV2+fDlSUlJw2WWXeR3v2bOn1/qRk5ODuXPnYuXKlZ0K3l988UWHlvGsrCxB8PZ3b8ML3YDTG+SRRx7B+eefj6NHj6J3797d2jNt377dy6LY3vdHRER0ex05efIkpkyZgilTpuC5557z+uzCCy/0+n/BggV47rnn8PXXX/slePszV3w5J5TrxdkCXle+57nnnsO///1vfPHFF15Z5xMSEgShGwDS0tJwzz334G9/+1tAxs2j1+tht9thMpm8xtvZXOGfFQDQarV4/PHH0b9/f+zevRtjx471u19/xs/364mv32O32/Huu+/ixhtvbJWJ3nO9BoA777wTzz77LL788suwC97hfAYUK3gHUuPVFvn5+aiurkZzc7Og7amrq4PRaBTKmvjSpj3+8pe/dGksAHDq1CmvDXpRURGGDRvW6fnvv/8+GGO44YYbOm2r1+uh0+lQWVnZYbuLLrrIa5HtjPz8fJw6dcrrWFFREbKysrq04Y6NjfUam7/99uzZEx9++KHP35ufn9+qjEtRUREAdHqv//a3v2Hx4sX48ssvMXbs2E6/KzY2FtXV1XA4HF0ue5Cfnw+bzYYzZ84gMzMTAGCxWFBWVtbuOH05x59+/SEnJwdqtbrNe9rZ95SUlGDixIkYOHAgVq1a1em84jgOMTExnc71rtLenIyOjkZaWprP/cTGxuLw4cMB77cz8vPz8fnnn3tZAH2d64BTaPjDH/7gpVBqj9jYWFgsFtTX1wua6HDg+Y71FKpPnTollE7xpQ3RNpdffjkuv/zyoPWvUqmQm5vb4XvDlzbtUVBQ0OX14mzFuq/PkM1mw7vvvoubb74ZWq220+86e01sj654UOXn56OpqQk1NTWCxailpQWVlZVdet/z1r7Kykr07t27W/3ef//9Pn9vXl4eOI7DqVOnvIQ3X+51UVERJk6ciFGjRuGDDz5o5eV1Nmq1GtHR0X6vI+2911NSUtr12PPlHH/69Xf8Z5d99XWuP//883jmmWfw+eef+1TCNjY2FkajEWazudNyZb7i+V7nQyAcDgeKi4v9nuuB7LczMjMzERER4dd7DXCWRSspKcHcuXN9+j6DwRDwPZM/tDe/dTqdoJz0pY1fdCtCXIF0lFxt1apVQgKHM2fOMK1W61Uq5vXXX2d6vZ5VVVX53CZQDB48mN18883C/0eOHGmVkOS7775jmzZtanXu0KFD2XXXXdfqeHNzc6sEU19++WWrZCKB4OGHH2Y5OTlCAgqr1cr69evH7rjjDqHN4cOH2cqVK4UMkGcnU6usrGSJiYle5Q586TcQfP311wwA27t3r3DsjjvuYAUFBcL/RqORrVy5kpWWlgrHnnzySRYTE8O+++67NvttK2HcpEmT2MiRI/0aZ0NDA4uJiWFLliwRjv33v/9lKpWKHTt2TDi2du1atmvXLp/P8bXfQDBp0iQ2Y8YM4f/y8vJWCUl++ukntn79euH/4uJiVlBQwGbOnNlmKTmbzdYqCd7PP//MALBPPvkkoOPnk83wSZQcDgcbO3asV0bjoqIitnLlSqG0y9nzoLGxkWVnZ3slgvKl30DAJ3DyzCL/17/+laWkpAiZ481mM1u5ciU7efKk17m//fYbA8C++uqrVv22NddnzZrF8vLyAjp+TzpKrrZ+/Xoh26nVahUSQ/HwCeJ+/fVXn9sQgae95GoHDhzwKs1z9913s759+wpJnkwmE8vNzWV//vOfu9QmEKxevZpxHMeOHz8uHJs9e7ZX0s+amhq2cuXKVhmO165d2yoBGc/Zz5DdbmejR49ulRSpu9TU1LCIiAivbO8rVqxgGo3Gq1LEp59+KlRWqaioaJVM7fHHH2cRERHCPsPXfgPBeeed5/VuLC4uZhqNxmu/9sMPP7Cvv/5a+L+oqIjl5uayK6+8stVvYcz53jt7b/fdd98xAOyLL77wa5xPPPEEy8jIEJJZ2my2Vvu9Y8eOsZUrVwpj8uUcX9oEgq1bt7Z6B95///0sOztb2Ms1NjaylStXet3jv//97ywyMrLdRMRtrRcXX3wxGzRoUEDHbzabWWJiole2dz4Dvud+74svvhAqctTU1LRKpvbyyy8ztVotJEb1td9AcNlll3llka+trWUGg8Frv7Zjx442s5xffvnlbOzYsW32e/Y92LNnD1Or1a0SPQeS9pKrFRcXs5UrVwpVCl555RUWExPjVYLuggsu8No7+tLGH0jw9pFNmzaxlStXsmuvvZYlJiaylStXspUrV3ptyPR6PVu4cKHw/+OPP85iY2PZc889J5Ti8vzc1zaB4JtvvmFarZbdeeed7OWXX2a9e/dmkydPFl5sjDF2ySWXsEmTJnmdt3PnTgagTYG8vLyc9e3blz388MNs+fLl7OGHH2bR0dEBfzEz5hSac3Jy2IUXXshee+01dtFFF7G0tDSvrJevvPIKAyAsLhdddBG79dZb2euvv87++c9/sl69erGBAwd6LXy+9BsoLrvsMpaXl8deeukldt999zGNRuP1Ivv9998ZAPa///2PMcbYv/71LwaA3X333cJ8W7lypdcCvXDhQjZ16lT2wgsvsNdee41NmjSJxcXFsW3btvk9zpdffplFRESwJ554gv39739nCQkJrV5kPXr08Drmyzm+tAkEv/76K4uKimI33ngje/XVV9ngwYPZyJEjvQTqm266iQ0ePJgx5lQg9enTh6Wnp7N3333X61rzG9+WlhbWt29fNn/+fPbmm2+yxx57jMXHx7PLLrvMK1N9IGhsbGT9+/dno0ePZq+99hq76qqrWFxcnFdZlJUrVzIAgpLmuuuuY9dffz3717/+xRYvXswGDBjA8vLyvOaxL/0GiltvvZVlZGSwF154gS1YsIBpNBr23nvvCZ9XVlYyAK1KB917770sNzfX673E8+9//5udf/757O9//zt744032MyZM1l0dLTfG9aO2LFjB1u5ciV78MEHhcy4K1eu9KqjPHjwYK+yQO+//z7TaDTs4YcfZi+++CLLzMxsVTbIlzZE96msrBSeYa1Wy2677Ta2cuVKr1JQCxcuZHq9Xvi/pKSEZWRksOnTpwvv0qysLFZeXt6lNoHA4XCwyZMnsz59+rCXX36Z3XnnnUyr1XplxN++fTsD0KqO/aWXXsomTJjQZr+PPvoou+SSS9jixYvZv/71LzZu3DiWlJTEduzYEdDxM+YspcXXvl64cCGLjY1ljz76qFebpKQk4dg333zDhg4dyp566in25ptvsltuuYXpdLpWGf996TcQ/PDDD0yv17M5c+awV199lQ0cOJCdd955XjXbr776anbuuecyxpyK8169erEePXqw//znP17rCF9+zmg0sr59+7I///nP7M0332SPPvooi42NZbNmzWrznecLtbW1LD8/n51//vnstddeY5deeilLTk72UtosW7bMS4Hoyzm+tAkUs2bNYtnZ2Wzx4sXswQcfZGq12kuhfeLECQZAKK+3fPlyBkB4rvm/devWCecsXryYTZo0if3zn/9kS5cuZdOmTWOxsbHs22+/Dfj4+YoDjz76KFu0aBFLTU31KnnHGGN9+vQRju3cuZMNGjSIPfHEE2z58uXszjvvZDqdjj399NNd7jcQ7Nu3jxkMBnbNNdewf/3rX2zkyJFs4MCBXpVJ7r777lblecvLy5lWq2Vvv/12m/3269eP3XfffWzZsmXsySefZMnJyWzq1KkBL5fMK/JXrlzJcnJy2IwZM9jKlSu9qtLwSnS+ykNLSwsbPHgwGzFiBPvXv/7Frr32WhYTE+NVYtmXNv7AMRbA1M0y5tlnn20zw99LL70kuGneeOONuOqqq3DppZcKn69ZswZffPEFOI7DpZdeihkzZrTqw5c2gWD37t149913UVtbi5EjR2LevHnQ6XTC5//4xz9gtVrx6KOPCsdWrVqFjRs34o033mgzhq22thbvvPMO9u3bh9TUVEyZMqVVDFOgqKqqwmuvvYZjx44hJycHd955JzIyMoTPv/rqK7z11lv44IMPoFKpYLfbsWrVKmzduhVarRbDhg3D9ddf38qFuLN+A4XNZsNbb72FH3/8EbGxsZg9ezZGjhwpfH7mzBnMnz8fCxYswODBg7F06VJs2bKlVT89evTwij/etm0b1q1bh/r6evTu3Rs333xzt91uv/rqK3z66aew2WyYNm0a/vjHP3p9fvfdd2Ps2LG4/vrrfT7H1zaB4NChQ3jzzTdRUVGBwYMH44477hDCOQBnko+ioiI8//zzqK+vx+23395mP3feeacQp9TY2Ih3330Xu3fvRkJCAiZMmBA0F2Gj0YjXXnsNv//+OzIzM3Hbbbd5xa/9+OOPeOmll/DGG28gLi4OjDGsXr0amzZtAmMM55xzDm688cZWcUid9RsoGGNYsWIFNm3ahMjISFx99dVeGcobGhowb9483HPPPRg3bpxw/O6778aYMWMwe/bsNvv99ddf8cknn6Cqqgr5+fm48cYbhdCFQPL2229jw4YNrY4//PDDGDp0KABnuA//vuDZtm0bPvzwQzQ3N2PChAm44YYbWoV7+NKG6B6HDh3CE0880er4+PHjcffddwMA1q1bh//+97947733hM/LysqwdOlSnDhxAvn5+bjrrrtahTz40iYQWCwWLFu2DNu3b0dCQgJuvvlmDB48WPj8+PHjeOSRR/Dkk0+iT58+wjlz5szB7NmzMW3atDb7/fbbb4V47b59++Lmm28OWGLFs/nyyy+xdu1aOBwOXHzxxa3CBW677TZMnjwZs2bNAuDM/bJixQqcOnUK2dnZmDVrFvr169flfgPF/v378dZbb6G6uhpDhw7F7bff7vVOffnll1FZWYmnn34alZWVQj6Ns7nvvvuExLRGoxHvvPMO9uzZg6SkJFx44YXt3itfqampwdKlS3Ho0CFkZ2fjjjvu8HKF3bRpE9544w28++67got1Z+f42iYQ8HHCW7duRUxMDK6//novF3/+2v75z3/GiBEjsHz58jaTFaakpOCVV14R/v/xxx+xZs0a1NbWorCwEDfddJNXortAsnnzZqxatQpmsxkXXnghrrvuOq8984MPPoj+/ftjzpw5AJz5ZN577z0cPXoUPXv2xB/+8Ic2Qz876zdQHDt2DMuWLUNpaSkGDBiAO++8EwaDQfj87bffxm+//YYlS5YIxzZt2oRly5bhzTff9Npf8bS0tOC9997Djh07EBcXh/POOw9/+MMfAj52fj9xNvn5+Xj22WcBOPcOixYtwiuvvCK8rxsbG7F06VLs27cP6enpmDdvXquklr606SokeBMEQRAEQRAEQRBEECE1O0EQBEEQBEEQBEEEERK8CYIgCIIgCIIgCCKIkOBNEARBEARBEARBEEGEBG+CIAiCIAiCIAiCCCIkeBMEQRAEQRAEQRBEECHBmyAIgiAIgiAIgiCCCAneBEEQBEEQBEEQBBFESPAmCIIgCIIgCIIgiCBCgjdBEARBEARBEARBBBESvAmCIAiCIAiCIAgiiJDgTRAEQRAEQRAEQRBBhARvgiAIgiAIgiAIgggi/w+aJzd20oIFvAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(-1, 1, 1000)\n", "plt.figure(figsize=(10, 8))\n", "\n", "for i, freq in enumerate(range(1, 5)):\n", " plt.subplot(2, 2, i + 1)\n", " plt.plot(x, np.sin(np.pi * freq * x))\n", " plt.title(f'sin({freq}Ï€x)', fontsize=16)\n", "\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Animations\n", "\n", "Creating animations in a Jupyter notebook can be done in a loop by clearing the output of the cell and redrawing the plot." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "for delta in np.arange(0, 1.05, 0.05):\n", " x = np.linspace(-1, 1, 1000)\n", " y = np.sin(np.pi * (x - delta))\n", " \n", " ax.clear() # Clear the previous plot\n", " ax.plot(x, y, linewidth=4)\n", " ax.set_title(f'δ = {delta:.2f}', fontsize=18)\n", " ax.legend(['sin(π(x-δ))'])\n", " ax.set_ylim(-1.1, 1.1) # Keep axes consistent\n", " \n", " display(fig) # Display the figure\n", " time.sleep(0.1)\n", " clear_output(wait=True) # Clear the cell output and wait for the new plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6. 3D Plotting: Surfaces and Contours\n", "\n", "To plot functions of two variables, we first need to create a 2D grid of points using `np.meshgrid`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = 40\n", "x_1d = np.linspace(-1, 1, N)\n", "y_1d = np.linspace(-2, 2, N)\n", "X, Y = np.meshgrid(x_1d, y_1d)\n", "\n", "Z = X * np.exp(-X**2 - Y**2)\n", "\n", "fig = plt.figure(figsize=(9, 7))\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.plot_surface(X, Y, Z, cmap='viridis') # cmap is the colormap\n", "\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enabling Interactive Plots\n", "\n", "By default, Jupyter displays Matplotlib plots as static PNG images. To create interactive plots that you can rotate and zoom with your mouse, you need to switch to an interactive backend. We can do this by running a \"magic command\". This command should be run in its own cell before you create your first plot. Once enabled, all subsequent plots in the notebook will be interactive. The following magic command depend on the package `ipympl`, which can be installed using `conda install -c conda-forge ipympl`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e50ceef5dfa34c068d6ece44ee16a7ee", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.contour(X, Y, Z, levels=15, cmap='viridis');\n", "plt.colorbar(); # Add a color bar to show the value scale" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Combined Surface and Contour Plots\n", "\n", "We can overlay contour lines on our 3D surface plot to add more information." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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48SL5fJ433niDwcHBdT+jadqGeXKt0CibzvM8bt26xb179zh79iz79+8PbBBqt8/ncrlg+/ydO3eC4eV0Ot1w9uZpsxXYbgzDYGRkhJGREaA6B+/OnTvk83lSqVTVLrxeV/V8oW8YBqZpBhUox3GwbbtKQIVz8Hpp/qlQPGkowaTY8WzkrSSECGwENmJxcZGJiQmGhoYYHR1tGPTa7QqT34KzLIu33nqLvr6+ho8nhKCvr4++vj4OHz4cDC8vLS0xNzdXd/am16KlV8Khmy2xZnLwotEoQggWFxcZGBhoOQdvq/jn3RdAjVp4SkApFO2jBJNiR7OZt9JmFaZwNefMmTMcPHiwqXiUTlB7rPn5eS5evMjIyAivvvpqyzfV8PDysWPH1s3eXL16FYA7d+6we/fuhq0jxdaol4M3OTnJ8vIy169fp1wut5SD1wn819lGOYkbCSio70KuBJRC8RglmBQ7Fj/YdCNvpUZtL4Biscj4+DiO4wTVnM3ohmCqbcEdPHiwI8evN3vz1a9+FSFEVesoPHuz3ZWPZ4FoNEpfXx+O4/ChD32IYrEYVKD8HDx/kH9wcLArOXibCaZaGgko27axLCv4vhJQCsVj1NVTsePwW3C2bW/qrdSowjQ3N8elS5fYs2cPZ8+ebfoTfqdnmMrlMh988AG2bTcUbZ0axDUMA03TOHz4MH19fViWFcw/3bhxg3K5XBVg29/f3/XKx7NCuCUYj8eJx+PrcvCWl5eZmprCdd2qHLx2dkLWe3xof46snoDyZwb9ClStgPJ34SkUzwpKMCl2FK3Gm9RWmFzX5fr160xPT/P888+zb9++lh6/kxUmx3G4fv06e/fu5ezZs9tS3Qmfq0gkwp49e4KIl/CNuzbANp1OB15WTyLd3tbfDI0qoBvl4N2/fx8pZdUAeTs5eFsVTPXWHRbTYQFVrwIV3oWnUDytKMGk2DGEq0rNVl3CFaZcLsf4+DiapjE6OkoikWh5DZ0QTJ7ncfPmTfL5PIcOHeL555/f0vFapdH6/crH/v376964gSoLg2QyqW6ATdLsa6ZeDl7tTkghRMvPQ6cFU711byag/K/19fUFLTz1+lE8TSjBpOg5td5KrbSo/ArTw4cPuXLlCocOHeLUqVNtV0q2KpjCc1MDAwN1rQu6SSvnrfbGHc5fm5ycrDJ4TKfTxOPxLq/+yaXdCle9nZC+gKp9HnwRVS8Hr9uCqd66awXUwsICt27d4rXXXqvrQq4ElOJJRwkmRU/xP6X6bbV2XK1XV1fJZDK89NJLwdbvdtloiHwz5ufnmZiYCOamvv3tb7dUeegE7Qq+evlrq6urLC0tBfEhm7lfP+s3w078/Zqm1X0elpeXefToUVUOXjjGZbsFUy21RpnweNNGoxgXJaAUTxpKMCl6Qrikv9EuuI1YXV1lcnISz/P4a3/tr7Wc/1WPVp3D4XEL7v79+zz//PPs378f6Ow81HbjG2T6FTLXdeu6X/sGmv7PPY0+TM0+fjcIPw++lYQvoGZmZrh+/TqRSIT+/n6g4vPVifdBO9S20v0KlH9ulIBSPOkowaTYdlod7K73+/fv3+fGjRvs2rWLQqHQsZtEqyIn3II7f/48qVSqrWNtd+Bvq+i6zvDwMMPDw8Bj9+ulpaXAvFEIwfT0dDDE/CztwNsuwVYvB29lZYX5+XkAvv71rxOLxaoqUNvlxeV5XsPBd3/t8NjCQEpJuVzGsiygvg+UElCKnYQSTIptJRxv0k5VybIsLl26xOrqKq+++iqWZXH79u2Ora8VwfHo0SMuXrzY0LqgVxWm7XjMWvfrcrnM+++/j+M4XLt2Dcuy6O/vDypQ/f39T+wOvJ2ML2RjsRhzc3O8/fbbQSXw3r17XL58mWQyWTVE3sjlfqv4FiCbUVuFqhVQ4QqU70LuW2YoAaXoJUowKbYF31tpenqae/fu8frrr7d88VteXmZ8fJz+/n5GR0eJRCI8evSoowKhmRkmz/O4ceMGDx48qGrB1TvWdgumXt1QotEohmFw+PBhhoaG6noPhW/a7Wyd34xet+R2wuNvloN36dKlrpmZNqowbcZGAqpUKgU/4wsovwKlBJRiu1GCSdF1wi04/99bbcHdvn2b27dvc/LkSY4cOVKVJdcpo0nYfIapWCwyNjaG53nrWnC1PM0VpnqEn5Na76F8Ph8IqLt37yKEqGob1dv51Qq9nhXrtWBqJFbq5eD5z8OtW7coFArrYlzaFVDNVpg2o1kB5VeelIBSbBdKMCm6iu+t5A92G4bRksAplUpMTExQKpV44403GBgYqPp+O0PaG7GRyPFbcHv37uXMmTObzug8SxWmjRBCkEqlSKVSHDp0KAgRXl5eZn5+vu7OryfRwmAnVJg2o9bMtFwuBwLKz8Hz3eD9GJdmZ9HarTBtRiMB5XleIKA0TVs3A6UElKLTKMGk6Aq13kr+xauVilA4rPaVV16p+8m3k1EmUF/khFtwL7zwQtPu4c9ahalZwiHCR48erdr5NT09zfXr13s2uNwuvT7n7Va4otEoe/fuZe/evUB9N/jaOJ1GVaROVZg2YyMB5bceX3jhBSWgFB1HCSZFx6n1Vgpf4JqpCIW36Z87d44DBw40/NlOi5JaAVYoFBgfH8fzPEZHR0kmk00fq5W1ddKHqZe081yEd34dP34cx3HqDi77BpqN5m6ehArPTn/8Wjf4VnLwulVh2ozw9cU3/hRC4Lourus2HCJvxSBXoQAlmBQdJOyt1CjeZLOKUFigbDYj1MzxWiUscubm5rh48SL79u1rqgW30bG2k15XO7ZK7eCyZVmBgLp58yalUmnd3M1O+Jt7LZg6Xd3ZaBZtZWVlXQ5eqVTquQDxW//+P/DYxsB1XRzHWWeyGc7B6/X6FTsbJZgUHaHWW6nRxWcjgTM7O8ulS5fYv38/p0+fbkqgdHro2z/e1atXefjwYVsBvuFjqRmmrROJRNi9eze7d+8GKnNtftXj6tWr2LZNNBpFCEEmk6mqemwXvRZs21Hhqp1Fq83BW1paAiqh073KI/QFU+26/QoTPBZQjuMEG1AaDZErFGGUYFJsmVa8leoJHNd1uXr1KnNzc7z44ovBQGozdFqUuK7L/fv3iUajnD9/vqUW3FbW1smbSq9v3t0mFouxb98+9u3bF7SNJicnyWQyTExM4HlelYVBKpXalpt2rytM2/34QlTn4IWrfwsLC+vyCP1h/m6us5lKWysCym/hKQGlACWYFFsgXOZuNt6kdoYpm80yPj6OYRiMjo62vDuqk7vk5ubmmJ+fp6+vjzfffHPLTtWqwtR9/LaRH83ywgsvVFU97ty5g6ZpXb9p91qk9nqGyl9DLBbj6NGjHD16tCoHb25ujhs3bmCaZld3Q/of2lphMwEF9V3IlYB69lCCSdEW7cab+ALH8zwePnzItWvXOHLkCM8991xbFyD/eFu5YXiex/Xr13n48CHpdLqlrdQb8azNMPW6wuKvIVz18C0MlpaWgpt2JBIJbtjpdHpdiHC7j9/rv38nCKbw+6ZeDl4mk2FlZSXIwdss0LmdNWz1PDQSULZtY1lW8H0loJ49lGBStEytt1IrFyj/ojI+Ps7y8jIvv/xyMNzbDv5jt3uhLBQKjI2NATA6Osrdu3c7muvWzHyVvyuwVCqRTqdJp9Ntb6Pv9U1zpxG2MAjftJeXl3n48CFXr14lkUhU3bTbiQ7ptWDp9ePD5rvkdF0PXt9QmXXynws/0Dkej2/JTsLzvI5nGNYTUP4Ygl+BqhVQ/i48xdOFEkyKpgl7K/mzAq1eFLLZLFCJbHj77be3/IkyvKW51U944SHzM2fOBH/Pdgbhhp3DBwYGghtHMpkMcthaia/oVVXrSaH2pr2d0SHdZCcIplZ36hmGURXovJGdhP9cbCZmt8PawJ9v8gkLKL8Clc1mSSaTJJPJql14iiebnX8lUOwIPM/DcZyWW3A+Ukru3r3LzZs3AfjQhz7UkVZI2H+lWTzP49q1a0xPT/PCCy8Epn3+8Tq1624z8RJ2Dn/uueeCT8e2bQe7jvzKk28emE6nNw2y7aVg6uVjt3NDahQdsrS0xI0bN6qcr30Lg3rnvteCpdePD1sXKxvZSdy+fZt8Pr+pmG3ng9NWqSegbt26xcGDB6uqU7VD5L1+vhStowSTYkOa8VbaDMuymJiYIJ/P8/rrr/Pee+91bH3hMnkz1LbgEolE1fe3o8IUNub0w3v9wXmo3MTD2+h988ClpSUePnxYtQssnU5Xbd1+Vi/CnXrOaqND6jlf+8aN6XQ6CBHutWDp9eP7a+ikWKm1kyiXyw39uPxZqV4Iplr8D12maWKaZt0KVL0h8l4/f4rNUYJJ0RApJdlsNrgwtSOWFhcXmZiYYHBwkNHRUUzT7HgVB5qrMPktuAMHDnD69Om6F9ZO7rqrJ5hKpRLj4+PYtt2UMSesd1/O5/MsLS2t2wWWTqeDgGNFZ6g994VCIRCv9+/fB2BwcJBSqUQ0Gu2ZcOmVy/Z2riEajVaJ2bAf17Vr17Asi0gkgmmaLC8v09/f3/F5pmYJz1KFK1D+e9PzPCzLqnIhVwJq56MEk6Iu/iei6elplpaWePXVV1v+/cnJSe7evcvp06c5dOhQcAHopDu3L+I2Egmu63L9+nWmp6c39Xnq9AxQ+FiLi4uMj48zMjLCq6++2tZsTNg80N8Ftrq6ytLSEjMzM2SzWW7dukUmkwliRHZ6DtuTghAimEs5ePBg8IFieXmZTCbD1NQUs7OzgXjdzhDhp7HCtBm1flylUolr165RKpW4fPlySzl4naaRvYH/HCkB9WSiBJOiilpvJT/cshWKxSITExNYlsVbb71FX19f1fe7EWfS6Hj5fJ7x8XGEEHVbcPWO1SnBFLY8mJyc5M6dO5w5cyaYbejUY/jtCIBvf/vbgVHjnTt3grmP8AB5tz51P2stKSEE/f399Pf3s7q6Gvz78vJy17bNN2InCKZeVrmEEMTjcRKJBH19fZw4cSKoBq6srDA1NRVsrAgbmnZLQDXbGqwnoPx/yuUylmUB9X2gev18P4sowaQIqOetpOt6S+LGH2Tes2dPwypKpwVTozbazMwMly9f3rAF1+21ua7Lt771LQqFAm+++Sb9/f11f66TAiqVSrF//36gMj/mt+/8tkXtDE6vZz6eBnwPIv9mDPW3zbe666uVx+/1DXS7K0z18GeH6lUD/Rw8fxdeOAev047w7dobhMce/A+rYQHVKEi4nR3LitZRgkkBPC4J13oraZoWCKjNft83fzx37lxww65Hp9tetRUm13W5du0as7OzPY1aKRaLLC4usmvXLs6fP9+xm+NmhNcfiUTYu3cve/furUqfX1pa4sGDB0gpq0wcE4mEuvC2Qb3XTO22eX/34/LyMpOTkxQKhaoQ4a1U/3aCYNopc1SNWmG1OXjZbLbKUkIIUVUNbPe94A95d0I8biSgSqVS8DO+gArn4PX6uXgaUYLpGcdvwfm74GrfaM0MQfttL6i/86yWblaY8vk8Y2NjaJrG+fPnN11LLZ0QTL6FwoMHD0gkErz00kvbdvHa6HH8GJFw+nwul2NpaYnFxUUmJycxDKNqBicWi7X0+M/ywPlmz3Ht7sdyubxuaDncMmpl5mYnCKadUGFqdg3hdmrYEX55eZn5+Xlu3bqFYRhVFahmI3X8a1s3zoUSUL1FCaZnmGbiTTYTN9PT01y+fJlDhw5x6tSpnrS9/ApTO2upd6yt3PRt2+bixYusrq5y5MgRcrlcUxeqTl7MWgn89WNEjhw5gud5ZDKZwL7g2rVrgfOyP0C+XVWyVum1YGjnNRONRutW/5aXl9fN3KTT6Q1bRr3++3fKGtqt7IQd4f0cPD/GpV6kzuDgYMOBfv/ath079DYTUFeuXOG5554jkUhUzUApAdUeSjA9o4SrShvZBTRqyTmOw5UrV5ifn+fDH/5w8Km5GbohmO7cucPKykrLa+nk2jKZDGNjYySTSUZHR5mbmwuczbeLrVwEwyG1UO2CHW4h+dWnTmXuPQ1sVSzUq/6FZ27u3r27YctoJ1R3doIHUqfaguH3Qr1InWvXrjUc6A9/AN1uwtdyTdNYXFzk5MmTeJ5HuVymVCqhadq6IXIloJpDCaZnjHC8CbChWIL6AmJ1dZXx8XEikQhvv/12y22bTs4J5XI5yuUymqYxOjq65W3c7axNSsmDBw+4fv06x48f5/jx403ZHdR77E7QqXNb64JdLpeDAfKrV69i23ZVBeRZbsd1urpSO3PTqGXk36xt235qxMpW19CN89BMDp6fSeiPAfT6XPjCzR8Oh8e78FzXxXXdhjYGSkDVRwmmZwjfW6mVHntYMEkpuX//Pjdu3ODYsWOcOHGirTdVpypMfgtO13VOnTrVEc+bVkWO4zhcvnyZxcVFXnnllWDAt51jdYJuGweGfW9qTRwdx+HevXuUy2XS6XTTMx+KzaltGbmuG/hvTU9Ps7q6imEYeJ7XdnDtVnmWqlz1Bvr9auzU1BQA7733Xld2RDZLvet8OKoFqgWU4zjB9/3dd+EgYfVeVoLpmSBszV+7C24zfHFjWRaXLl0ik8nw6quvBp+02mGrgsl1Xa5evcrc3Bwf/vCHuXXrVkfduZtdWy6X48KFC0Sj0bpBwr0QTLA9g9e127Y9z+P9998nHo8zPz/PzZs3g5kPv4XXLQ8i6P38zHY/fq2FwbVr17BtG13Xq4Jr2wlwbpdePwfQu7ZguBqbyWSYmJjg2LFj69rZ/hD5djwfzbQGGwkox3GwbbtKQGmaxre+9S3eeuutZ9YMVwmmp5xmBrs3wp9hevfdd+nr6+Ptt9/e8ptlK4Ipl8sxNjaGYRhBC+727dtdz3+r5eHDh1y5coUjR47w3HPPNdzK/DRVmDbC9+zavXs3u3btCmY+fPuCsAeRP0De7RvGdtJrseDPQJ04cQJ4HFwbDnAOWxh0Y/5sp8ww7YQ1+O+Fejsi/VDnbj8fruu2bHC5kYDKZDJ813d9F8vLy0owKZ4+/KqSb9Pf6gVdShmUl48ePcqRI0c6NlDZjmDyRcrhw4c5efJk8KZupSrUzNo2i1nxq1svvfRSMN9Tj14Jpl7OEvmPXTvzEfYgCt/AwwPkvb7RbZWdVOGqDa4N565duXIliA3xz38nDEx7LRphZwmmMOEdkVD9fFy9ehXLsqpiXDrxfvAF01YIC6hisQhAMpnc0jGfZJRgegqpjTdpRyyVy2UmJiYoFAoAVVlwW6XVm7rruly5coVHjx7VFSndDsz1CXs8NTNg/jS35Fql1oOoVCoFA+TT09M4jsPg4GBwA++k6/J20OtzvtnAdW3umj9/try8zP379zviev00D323QqMcuTC1z4dvKbGyshK8H8KeXO0I2k6fi3w+Tzwef6Z3xirB9JSx1RYcwPz8PBcvXmR4eJgXX3yRv/zLv2zb6r8erVSYwi24RjvyOllhaiRyZmdnuXTpUksxK89SS65VYrEY+/fvZ//+/VVb6JeWlrhz507Vtm5/gHwjdkJ1YydVmDaidv7MNzD1BVTt+W/GtNF/nfdarOwEwdTqGupZSoQF7YMHD9bl4PX19W36fHeiwhQml8uRTCZ7/j7rJUowPUW4rsvs7Cx9fX1EIpG2PiHevHmT+/fvc/bs2eDN63+vUzQrmJqZE/KP162h73DkywsvvBCU1Js9lqowbU69LfSrq6ssLy8zOzvLjRs3As8bvwK102Yoen3OtyIYwwamvuu1f/7rmTam0+l1A/zddLduhZ2yU28rQqWRoPV34d27dw+gqiJYT8h0WjDl8/mWkxOeNpRgegoIeyuNj4/z2muvtbwjqVAoMD4+jud5nD9/nlQqVfX97RRMjuNw9erVhi24Wro1w1QsFhkbGwvOSau9e1Vhag9N0xgcHGRwcJBjx44FA6dLS0vBDrBUKlU1QN5rel3h6uTj157/sGnj1NQUV69eDTyH/H/8x+71628nVJiaacm1QljQhnPwlpeXWVxc5Pbt28FzFjY17YZgetJa5Z1GCaYnnHreSq3epP120/79+zl9+nTVm8wf+OtGlEk9stks4+PjmKbZtClmN2aY5ufnmZiYYM+ePZw9e7bt5PFnqcLUrQtpreeNZVlB++769euUy2UikQiRSIRMJtORAeZ2eFoEUy3hAf4TJ05UeQ7duXOHS5cuBR8mlpaWSKfTPdkB6e/o6rVg6rZoE+JxDp4faVTP1DQajQbtvU54ouXz+Wd64BuUYHpiCXsrheNNGkWZ1MN1Xa5du8bMzMyG7aZuhOXWW6P/6XWzFlwtnawwQWVH19jYGOfOnePAgQNtH0dVmLpDJBJhz5497NmzB6hUAq9fv06xWGRiYgLP86oGyLdj7uJJbsm1Sq0DvGVZPHr0iBs3bnDr1i3K5XLHd3w1g38N6PV7oJPzns3QyNT07t275HI53nvvvaqWajuh2vC4wvQsowTTE0jtYHdtAGMz4qHWz2ij3nQ3BJNt28F/+7l0CwsLvPzyy4yMjLR8vE7csMrlMleuXMHzPN5++236+vq2dLxnrcLUK+LxOKlUing8zqlTp4IB5sXFRSYnJ6siRNLpdFs3i814mlpyrRKJRBgeHkYIwejoaFWIcO2Or3Q63dTAcjvslDmqTrfkWsU3NV1eXiYWi3Hq1Kl1OXixWKyqhdfMCIeaYVKC6YljM2+lzcSNlJKHDx+2VMnphmDyj5fNZhkbGyMSiTA6OtrWzawT61tcXGRiYoL+/n40TduyWILWPum6rksul9vyzaTXn657LdbqDTD7N4vp6WmuX79OLBYLqk9DQ0Mdiax4lgVT7ePH43Hi8XiwA7JQKAQWEvfv3wc2H1huh50imHbCHBU8Hvqul4Pnt1Rrc/B8F/J6myo6WWH6whe+wFe+8hWSySQ//uM/zksvvdTU73mexy//8i+zuLjI7/7u73YkDqsVlGB6QmjWW0nX9YYtuXDuWSuVnFbafK0cz2/BHT16lBMnTrR9kdlKS05Kye3bt7l9+zanT58mnU7z7rvvtnWseutqRkDk83kuXLhAPp8PLm7NbqevR69FS6+o934Ib48/fvx4cLPw7QsuXboUOC6n0+muOC5vB70WTI08mMI7vuoNLNdWAH0Lg3bX4D9mL/E8b0fs4vQ8r+4smWEYjIyMBNf/2pk0Xxj5olbTNIaHhzsmmD7xiU/wn/7Tf+KTn/wkMzMzvP7663zhC1/gh3/4hzf93c985jP863/9r5mZmeG3fuu3lGBSrKcVb6VG1ZZMJsP4+DjxeLxu7tlGdLrCJKUMPvW304KrpV3BZFkWFy9eJJfL8cYbbzAwMEChUNjWmBV/4P7gwYO8/PLLwadxfzt9q9WQXt8sekWzz1ntzcKPrFhaWuLq1avYtt1W+6jXgqXXw87NPn69gWX/WjAzM8P169cDC4lW2kXAhh8kt5Net+TC62hGuNWbSfNNNN9//31+8id/MuhEnDx5kmw223YF/lvf+haf/exn+cpXvsJ3fud3Bo//8z//8/xX/9V/teFz97WvfY3Pfe5zfOYzn+Hv/t2/29bjbxUlmHY4ruu2FJpbK26klNy9e5dbt25x4sQJjh071vIFpZOCKZvNcvfuXaSUTe+C24x2KmArKyuMjY3R39/P6OhoIER8kdOJG+BGgsnzPG7cuMHU1BQvvPACu3fvxrKsYHjT305fWw3xh2n9aki9C/OzWmFqh3Bkhe+4XK995IvWRCLR8HXRa8G0EytMmxGuAAKBhUS4XeRnEPrtokYfGnZKK2ynrKNdW4HwporTp08zPj7On/zJn/A7v/M7/NVf/RXpdJrXX3+dj3zkI3zP93xPU6kHPn/0R3/EgQMHArEE8BM/8RP8zu/8DhMTE3z4wx+u+3vLy8v85E/+JH/wB39AJpNp+W/qFEow7VDC3kr+p7dmLkjhlpxfQclms7z22mvBRalVOiGY/Fy6a9eukU6ncV23Y8O3rVSYpJTcu3ePmzdv8txzz3H06NGq8xoOneyWYCqVSoyPj2PbduDvVG/99aohS0tLLC0tcfny5ao4kXQ63XMX3l5/st8qYcdl3zAwm82ytLQUbNc2TbOugWOvRWqvBVOnKly1FhLhDMLJyUkKhUJVaO3g4GAgCnaKUNnuXXKN6JQP05EjR/jEJz7B1772NV577TV+4id+gi9/+ct8+ctf5uMf/zgf+9jH+Kf/9J82daxbt25x5MiRqq8dO3Ys+F4jwfTf/rf/LX/rb/0tvud7vocvfvGLW/p7toISTDsQz/NwHKeteBNf3PhDzIODg7z99ttbGmzdqmAKz0698sorlMtlHjx40Pbx6q2vmRuWbdtcunSJlZWVhgLSP8+duAHWE0xLS0uMjY0xMjLCq6++2pJfTTQarcqfyufzQTXk9u3bGIYR+K+Uy+WWzUs7QS+FQ6cFQ7h95G/Xrmfg6H8A6OScX6v0WjB1K0euNoMw3EK9du1aUJUdGhrCMIwdIdp3Ukuu08aVfX19HD16lJ/+6Z/mp3/6p5FSYllW08coFovr2nn+f/vhvrX83u/9Hnfv3uXf//t/3/7iO4QSTDuIRt5KrSCEYGFhIRhi7kRobrNWBfVYXV1lbGyMWCwWzE7Nzs5ue9SKvw5/hqtRb79bgincGu3E8xKOEwnvBpucnCSfz/O1r30tuJn7bti9MBPcLrZDMDQycFxaWsJ13aDFu1nLtBv0WjBt1wxVvRaqX4FaWlrCcRzGxsZ6GuL8tFa6CoXCOlsBIURLH8z6+/uZmpqq+trS0lLwvXp8+tOf5vnnn+fnfu7nAIJomJ//+Z/nx37sx/jRH/3Rph9/qzy9V9AnjHALDmhLLJVKJRYWFvA8j7feeqsjW+OhvQpTuAV37NgxTpw4Efw9nXTmho1nhTZaR6NjQWeiYPx1WZbF5cuXyWQywXB5pwnPgjiOw/Hjx4Mbyc2bNymVSvT39wc3/F65YT9NhIdl5+bmOHfuHLZtr2uZ+gKqmzfvXgumblWYNqI2tNZvmw4PDwdzf0KIqgHyjWbQOsVOasl18j3u255shRdeeIEvfvGLOI4TfIC7fPkyAM8//3zd3/mt3/otSqVS8N+xWIw/+7M/4/XXX+fQoUNbWk+rKMG0Awh7K/lu3a3y6NEjLl68SDQaZXBwsGNiCVrfheY4DpcuXWJ5eZlXXnklmEdo93ib0UjQhQ0x662j0bGgcxUmgG984xskEglGR0e3bbtxbSvD/yS+tLTE1NQUnudVhdlux43kaUZKSSwWY2RkJGiZhv2H7t69G+R9+ee8E3EVPr0QLGF6vUvPX4NhGBw6dCgIca4XGRJ+3XfDxPRpbsltNRrlb/yNv8Ev//Iv82/+zb/hp37qp5BS8i/+xb/gjTfe4MSJE0BlwPsXf/EX+ft//+/z6quv8rGPfazqGF/84hf5vd/7Pf723/7b254jqQRTD2nWW2kjPM/j+vXrTE1N8fzzz5PP56vUeCdopSUXbn2Njo7WLdd2I5uuVuD4TuamabZkiNnJltzc3BwA+/bt47nnntv0ue3EDa9Rta3WTDCXy60bZg77P+0EH5lW6bXgCz9+rf+Qf/NeWlpibm6OGzduVG2f3+o5fxYrTPXWEBYq9SJD6jlehytQnXjd75SWXCcFk/8BYKs+TEePHuW3f/u3+bmf+zk+//nPMzMzw/T0NF/60peCn8nn8/zLf/kv+cEf/EFeffXVrS69oyjB1COklJTL5eBC045YyufzjI+PAzA6OkoymeT27dsdFSPQnMCRUvLgwQOuX7++aeur22G+09PTXL58mcOHD3Py5MmWLl6dEEye53H16lVmZmYAOH78eNPPbSdufJutPeyGfeTIkeBGsrS0xP3797ly5QqpVCoQUOGdSDuVnbBLbSPCN+9jx47hum5gFhg+5+HdX63MnPVaMO2ECtNmQmUjx+t79+5x+fLlLT0H4XXshPdLp9fRqfDdv//3/z4/9EM/xLvvvksikeB7v/d7qzoi6XSaz372s7z22mt1f//ll1/ms5/9bE9iWpRg6gGe52FZFn/1V3/F2bNnA8OwVvBFwcGDBzl9+nRwoei0GGnmmOEW3KuvvhpckNo9Xjvr86t1165dY3Z2lg9/+MNBO6pVtpIBVywWGRsbA+CNN97g3XffbfpYnbIyaJXaG4lvXOfvRGrWzLHXFYZe0upzp+t61fZ5/5wvLy9z48aNIMDWF61+ZE+nHr/T7MQK02bU2naEnwN/7i9sYdCsC/xOaMn5G4g6uQ5/l1wnOHr0KEePHq37vUQiwc/8zM80/N0jR45s+P1uogTTNuLf1P1dcLqut3xjdhyHq1ev8ujRo7qioNMxJpsds5kWXC2dDqXVNA3HcXjvvfcQQnD+/PktffpoV9DNz88zMTHB3r17OXv2bHCM7a5+bPXxwsZ1YTPHpaUl7t27hxBiy/Et3aDXN+ytPH74nEP9mbPwAHmt51avBdOTUGHajNrnoFQqBQLqypUrVSHCQ0NDdTdOdEOotIN/ve5UhcmyLGzb7uhs7JOIEkzbRL14k41y3+oRDqpt5JK9FQuARmiahm3bVV8Lt+COHz/eUtup0xWmTCZDNpvl8OHDnDlzZssXq1YFnZSSyclJ7ty5w7lz5zhw4EDw9fD/bwfd8CIKmzmGZ3Fq41ssywp2eT5rdPo5rjdz5t+8b9++XZU5ODQ01HPB9CRWmDYjFotV+Z4VCoXgObh//z5SynUi1n8d9Lol12nBlM/nATrSknuSUYJpGwhXlcJ2Ac0KprA4OXr06IYDxN2qMIUFTtgAspkW3GbHaxc/XuT+/ftEo1HOnTu35WNCa4LJsiwmJiYoFArrrBw6OUDeCt18vNpZnHB8S6lU4saNG8zOzm67F1EvZ5j8x+6WYAjPnPmeW6urqywtLQX5a77P1+7du5vKHOw0T0OFaSPCQ/y+C3xYxN65cyd4b0DFYNM0zZ6JyK3suK5HLpcDlGBSgqmLbOat1Iy4CYuTZrbGd6vC5K8zk8kwNjZGMpnc0ABys+NtNa+tVCoxNjaG4zicO3eO27dvt3WcejQrmDKZDBcuXGBgYIDz58+vu0n1QjBt9wU6PAeSy+UYGRnBNM0dG9/STbbr7/LtCfwt1Y7j8M4776BpWpA52Cg+pFs8jRWmjWgkYufn5wH45je/SSQSqRujsx10Y34pmUz2XBT3GiWYuoTvreSLl3ovtM3EzfLyMuPj4/T19TUtTro19O26Lvfu3ePGjRtth/iGjwftz10sLCwwPj7O7t27OXfuHJlMpuMzURudw3DFr14enU8rgqmTN5teVltM02wY33Lnzh10XQ9uIJ2+ifTqht3rHXr+Tq7jx48Ti8WC+JDl5eWq+BC/hdcN09KdUGHq5Rp8ERuNRpmamuI7v/M7g52n4RidsIVBN6uAnfZgyuVyT/WHnWZRgqnDhONNNvNWatSSk1Jy584dJicnOXnyJEeOHGlpPqjTLTkpJaurq1sO8fUJu2m3coGTUnLr1i3u3r3L2bNnOXjwYHC87XIOd12Xy5cvs7Cw0FQ7spW1dcqHaafQKL7F98EJZ7FtNb7laW7Jtfr4jeJDfNsIKWVV5aMTpqU7pcLU6/gff4dc7c5TP0bH/+Bw6dKlKuuOgYGBjq6904KpXizKs4gSTB2k3mD3RheReuKmXC4zMTFBsVhsK0aj0y05P59MSsl3fud3dsTYzRdJrawzfF5qZ4W2wwgTKmXpCxcutGSG2Wkx1wy9rng0Ihzfcvz48aostqchvmWnCKYwtfEhUsrA/XphYYHJyUkMw6ja9dhO1W8nVJh2imirdx7CMTpAVRXw+vXrgY1E2MJgK+dTVZi6gxJMHSIcb9KsCWWtuFlYWGBiYoJ0Os3LL7/c1ieOTokHKSX37t3j5s2b7N69m3w+3zH351YF09LSEuPj4wwNDdU9L92oMNWubXZ2lkuXLnHw4EFOnTrV9MVsuwVTLy9orT527U3kSY1v6bVAbaXCJYSgv7+f/v7+wLTUHyAPV/388z44ONhU62inCKadsIZmhEq4CghUhQhPT08HFgbhNmorr/1uzDBt1eX7aUAJpi2ylXgTXdcDt++bN29y//59zp49y4EDB7Y0H7TVlpw/aJ7JZHjttdewbZubN29u6Zhh/OH3ZtzD/dbkqVOnOHz4cN3z0s0Kk78Tb2pqihdeeCG4wLVzrO1iJ7Sn2mGr8S07scKz0x/fnynz2+zhqt/k5CSFQmFd5aOeINgJ7bCdIJjaNa2sfe3n8/lAQN27dw8gsDAYGhratNrTjRw51ZJTgmlLtNqCq0XTNCzL4r333sN1Xc6fP79lFe+bYbY7UL2yssL4+DipVCoIi52fn99293DLsrh48SK5XG7T1mQ3wnyllJRKJcbHx7Ftm/Pnz7e1pfZZqjB1klbjWzr9+mx3zb2gk4KtXuvIH9oPmzfWVj52cjvsSVtDePbv0KFDDduo4QHyWvPYbggmVWFSgqltfG+ldkNzofIinJ+f5+DBg5w5c6YjL/Bwu6uV44VbcLU7v7phVbCRkPC36/f19TE6OrppS6ATNgW1a8tms1y5coXh4WFeffXVtj8990Iw9bpF1A02i28pl8vEYrHAhbzVFsZW6PX57maFKxqNrjNv9AXU3bt3EUIwNDREqVTCNM2eGmjuFMHUaQuH2jZqePOE78MVDnIeGhpSgqlLKMHUIrXeSu2IpXDmWSqV4vnnn+/Y+vwLRitvGNu2uXjxIqurq3V3wW1XPp2Ukvv373Pjxo0Nt+vXEt6+34ng2nK5zO3btzlz5gyHDh3a0jGfVgHTa2rjWy5evBjs5tzu+JYnuSXXCmHzxkOHDgWu78vLy6ysrPDgwQMePXpU5UD+JHsPtcN25MiFN09AxYfLF1B+9dU0TUzTZH5+vuk5tI1QgqmCEkwtUOutVGtE2Qy5XI7x8XE0TePkyZM8evSoo2v0RVKzAmdlZYWxsbGgmlNvsHs7BFOrAb61x4Ktf9L3Z7csy+LYsWMcPnx4S8cDVWHaDoQQGIZBIpHg6NGjDeNbwgPk3fDA6WVlpRePH3Z9X11dZXBwkGQyyfLyMg8ePODKlSskk8mqAfJuzjntBMHUizUYhlEV5GzbNleuXKFUKgVzaL6Rqe++32r1yTeufNZRgqkJwt5KtfEmrRzD34Vy+PDhQCx1o9XV7ED13bt3uXXr1qbVnG4Lpmw2y4ULF1oK8A3TCUft8BoGBgY6VpFoVsA8fPiQ69evk0wmSafTDA8Pk0ql2roJPmuCCar/5o3iW8JO2H6Lb6tbuHt9vnudI+evQdf1dTduv20ato3o1Nb5WnaKYOp1jpxpmkSjUVKpFCdOnKiaQ7t69WpgZOo/D/39/Zuet3w+vy7o/VlECaZN8HfrPHz4MDCQbPXi5DgOly9fZnFxkZdffpmRkRGg+Sy5VtnsuP5AdTab5fXXXw8iFhrRDcHkizrfBXezjLzN1get+TqFmZ6e5vLly8EavvWtb3XsJriZYPI8jytXrjA3N8epU6ewbZulpSXu3bsXlN79G3uzvk+9otc37UaE41ugepC5E/EtO6El1+tzX2/o2zRNdu/eHdxow1vnHz58iOu6VXM37X5A8NkJ1gbb0ZJrdh3+9aJ2Di38PPj2HeEdePWeh0615K5evco//af/lFu3bnH06FH+4T/8h7z88ssNf15KyRe+8AU+//nPMzMzw/Hjx/nZn/1Z3nrrrS2vpR2UYNoAv6pUKpW4desWx44da/kYmUyG8fFx4vE4b7/9dlX1pBtCZLPj+nEr/f39DVtw9Y7nV9k6dTEQQnD37l1WV1erRGS7x4LWBZPneVy9epXZ2VleeumlYGdQJ9taGx2rWCwyNjaGlJLz588Hn0wPHjwYtJUWFxeZnp7m+vXrxOPx4KY+NDTU8JNsryseO53aG4i/hduvQLUT39JLwbJTBNNm14Z6W+fDsTnhDwj1dn5txk4QKzuhyuWvo971oZ6Rae3z4A/yRyIRSqUSL774YkcE0927dxkdHeVHf/RH+dVf/VX+8A//kO/4ju/g/fffbxic/ulPf5rbt2/zN//m32RkZIQ//uM/5ju+4zv40z/9U777u797S+tpByWY6lDrrWQYBq7rtnRhCu86O378OMePH1/3u92qMDUaqPZbcO3ErUDnLgb5fJ5CoYCUkrfffrupyslGtNOSC4uV0dHRqotzJ4VsI8G0uLgY5OGdPXsWTdOClq+/Br+tVOuKfePGDcrlcrC9O7wrrNc3zl6KtXb+9tot3O3Et/RaoO4EwdRqdadebM7q6uq6nV/hAfLNPtzthArTTmjJQfPisd7z4A/y/+Vf/iX/4//4P9Lf34/neRw5coQHDx5w6NChttb0m7/5mxw4cIDPfe5zCCH4/u//fr71rW/xmc98hn/7b/9t3d/5R//oH1XdH77ru76LL33pS/zhH/6hEkw7gXreSv4Fstk3Q7jltVH22na15MKeRs204GrZassrzMzMDJcuXcI0zSAsdKs0O7flMz8/z8TEBHv37g3ESu3xulVhCgtXfxee//WNqPXHKRQKQVUk3L7r1mtqp9Op56ud+JZeC5adIBS2eg788NrBwcGquTPfuPHy5ctVvluDg4PrrsU7obrjum5XQ3VbWUc7wi38Qe2nfuqn+Jt/82/y5S9/mZ//+Z/nnXfe4dixYxw/fpyPfOQjfO/3fi/f933f13S26J//+Z/zwz/8w1Wvk49+9KP83u/9XsPfqb0/3L59m3v37vHKK6+0/Ld1AiWYQjTyVvJfeM28CP0Yj8HBwU1bXt0IyvWP64uH2hZcO2/mTggmz/O4du0a09PTfOhDHwpCQDuF3zbcCCklk5OT3Llzh3PnznHgwIG6P9ctweTvBFxZWWkrJzBMuKxeuyusWCzyjW98oyOhts86zcS3+KLJd0PebvHUa8EGnc9xq507C/tu+dlr/uCyL1yVeeZjOuXDlEwm+S//y/+ST33qU/z2b/82b7/9Nu+88w5/8Rd/wa//+q+TSqX4oR/6oaaOdf/+ffbv31/1tf379zM3N4dlWQ3vlYuLi/zAD/wAxWKRu3fv8uu//ut8/OMf3/Lf1g7qKkq1t5L/aS38xgt7G210DP9mfPr06ab8e7bqyt0IX4jdvn2bycnJlltwtbQ7I+RTKBQYHx8P2l+JRIIHDx50PM5kM+fwiYkJCoXCuvDeesfqtGDK5XJcuHCBWCzW9OxYs4Q/FSYSCe7fv8/Ro0erqiL12nedptc3q+14/HrxLbOzs6ysrPDBBx9sGt/SDXaCYOp2lavWdys8uPzgwYNgxnJubo7du3f3LCh2p7TkOr0Of4apv7+fj370o3z0ox9t+Ri2ba+bB/RHIWzbbvheGRgY4H/73/43stksf/zHf8ynPvUpXnnlFb7ru76r9T9kizzzgsnzPBzH2TDeRAixYavDj9CwLIs333yT/v7+ph47XLnqZAVACMHk5CSu6265kuEfr925nkePHnHx4kX27t1b5WbeTEWoFTY6nu8cPjAwwPnz5zetsnU6amV5eZlLly5x6NAhTp482dUbi9+ebNS+u3//fjDU2cruO8V6/PgWqLSa33777Q3jW+q1kTrBThBM21ndqTe4vLq6yre+9S1WVla4f/9+EB3in/vteo3vhMFzfx2dFkxb9WEaHh5mcXGx6msLCwvEYrENc+oMw+C1114D4Hu+53u4e/cuv/Zrv8Zf/MVfbGk97fDMCqZWvZUaCSZfEOzevbvlCI1Ozgb5LC8vs7q6SjKZbLsFV49W41HCgcLPP//8ulJsNwJz6w26P3jwgOvXr7fkHN4pMed5HqVSiQcPHvChD32o5eDedqlde6P2nT9cG95996S273o9eO1/qNoovsWyrGD7dicrfTtBMPVyjsp3IAd48cUX0XU9EK4PHz7k2rVrxOPxKguDbs0Z7aSWXKfW4bebN6rKN8Mrr7zCBx98UPW19957j5dffrml1++ePXu4devWltbSLk/elbED1MabNLO7qFYweZ7H9evXmZqaqisImqGZVl+zSCm5c+cOk5OTJJNJ9u/f39GLQisCpza0tt521E4LplqR47ouly9fZmFhoWXn8E605CzLCs7BiRMntk0sbfY6rmfqWGsuuB3tu6eJRq+Vem2kpaWloAIFVFX62jVL3QmCqdfzQ/61RNO0utEhfvuu1rjUN9DsVDVmp7TkOllhKpVKuK67ZcH0Mz/zM/zET/wE7777LqOjo1y4cIEvfvGL/O7v/m7wM//xP/5HfvM3f5P33nsPXdf5zd/8Tf7e3/t7wXN54cIF/sN/+A/87M/+7JbW0i7PnGDyq0qu6watpmYIC6Z8Ps/4+DgAo6OjbZcqN2v1NYs/n5PP53njjTe4e/duxz9xN9um8rfLj4yMbFhx62aFKZ/Pc+HCBUzTZHR0tOVy/FYFU7gFODg4uK15WtBatcUwjHVDzbU3df+G3kz77kmzFdiuxw63kcI+W0tLS8zNzXHjxo1gG32r8S07QTD1eqdeWDDVUvsar3W+tm173QB5u+dzJ7TkPM8LnNc7QaFQANhyS+5v/I2/wS/90i/xkY98hAMHDjA1NcUnP/lJfvqnfzr4mUePHlUZB+/Zs4eXXnqJSCSC4zgsLCzwsz/7s/zqr/7qltbSLs+MYKr1Vmo1NNcXNtPT01y5coUDBw5w+vTpLb85tiocanflmabZFUPMzVpy4aH3s2fPcuDAgQ3Pb6czz/wK09zcHBcvXuTgwYOcOnWqrednKzNMDx484Nq1a0EL8Jvf/Oa2Z8lthXg8zoEDB57q9l2naef5bRTfUq8Ksll8y04QTDuhwtSsD1mtcWntjB9Q1b5rZefjTmjJ+deuTgmmXC4XCP6t8mu/9mv8D//D/8D9+/c5cODAusr/j//4j/PWW28F15WPf/zj/J2/83eCIsChQ4d6atvwTFzt6nkrtfrm1jSNe/fukcvl+NCHPtSxXJ12K0xSSm7fvs3t27c5deoUhw8frrJB6LRdwUYizG8/FYvFpofeuyHqHjx4wNLSEi+88MKWWmDtiDnXdbl69SqPHj3ilVdeCfK0Wj3WVm9+nRSirbbvelld6vVjb1UsbCW+ZScIpl5XmNp9fH/+KZlMBpW/XC7H0tIS8/Pz3Lx5k0gkUjVAvlHFeCe05ML3uU7g75Dr1GtsYGCAF198se73wpVAHyFEWykb3eCpF0ye52FZVltVJZ9sNsvq6irRaHSdK/RWaceLqVwuMzExQbFYrLsLrtthuWGWl5cZGxtjcHCwqR1o4eN1StSVy2WKxSKO43D+/Pktl45bHfouFotcuHABIQTnz5+ven10upLWSzZr37mui2VZwQxJJ98nO5luCJZW4lscx+m5cWavRVunKjuaptHf309/fz9Hjx7Fdd1ggPzBgwdcuXKFZDJZVYEKV1l3Qkuu1XGTzeiVv9hO5KkVTH4Lzt8F145YCu+yisViHDhwoOM3gVZ3n/ktuKGhIV5++eW6LRFN07Asq5PLXCeYthK14h/Ptu0tr8s/H5qm8dxzz21ZLEFrImdxcZGxsbFtcQ1vhu18vHD7TkrJt7/9bQzD6Fn77mm9oG8W37K6uoqmady4caMnrdJwnE+v6FYrrHbno23bwQD5rVu3KJVKVQPkO0Uw7TRLgaeFp1IwdaIFZ9t24Mr8yiuvMD093ZWg3GbbZ+EW3GbGmK2KsGYICybbtrl48SKrq6ttRa3UHq8dwoLt9OnTzMzMdOyG2YzoCO9KPHv2LAcPHmz7WM3w7dlZYobOyaE05g7YhVOLECIwbTx48GDd9p0fKTI8PPxU7b7b7upKbXzLgwcPmJ6eRkrZML6lmzdx/33c6wrTdjy+aZrs3r07GMkolUpB69S/R1y/fp2RkRHS6XRHW1nN0um2YC6X65kR6E7jqRNMjeJNWmFlZYWxsTFSqRRvv/02kUiEubm5bcl9q0e4BdfMjFA3W3KZTCY4N1txrN6KkHAch4sXL5LJZALBNjc317G/ebPzF378zYxBOyGYvnL/Hp+/eg0AU9c4OZTm3K4Rnh/ZxUjNIOZOaQFu1L578OAB0Jkt9T5P+gzTVtA0jWg0yunTp4H68S3hGZxOt1d2SoWpF7NDsViM/fv3s3//flzX5Stf+QrpdJqVlRXu3r1bJW478Tpvhk5XufwZJsVTJJh8b6XLly9z5MgR4vF4Wy04v2pQa3TYrVDTzW7Oi4uLTExMbNiCq3fMTq9VCMHi4iLXr1/n+PHjHD9+fMthm+0InGw2y4ULF4jH41WCrZPO4RuJjlYjTrYqYP7qwf1ALAHYrseVhQWuLCzwea5xeniY/akUZ0dGeG6tbdBr8VCP2vbd6upqkH1348aNwFjQv6k/abvvej1DFL5B1otv8YeYb9261fH4lmepwrQR/mv/4MGDmKbZ0Doi/DrvRnRON1pyndgh9zTwZF2VGuB7K3mex8zMDPv27Wv5CfarOIVCoW7VQNf1js8F+cetJ27C2/TPnDnDwYMHm74gdLol5zgOq6ur2LZdtQNsK7QjmKanp7l8+TJHjx7lueeeW5f316m/uZHImZ2d5eLFixw5coSTJ0829XxsRTB9beoB/8fVqw2/vzuZ4MbSItcXF/nyvXtEdJ1DiQTxbJbThQLDO/QiJ4Sou/tueXmZyclJisViVUupv7+/6XPdC3pd0duowuXHt/T19XHkyJGqIeZwfIt/E28nvsX/+3stmHo9O1S7nb/eLlP/3N+7d4/Lly8H596PzunEB4VuCCZVYarwRAumcLyJ/4ZppxK0sLDAxYsXGRoaahgn0s0KU+1xW23B1Ttmp8RDNptlbGwMz/M4ePBgR8QStLZGz/O4evUqs7OzvPTSS+u2nUJ3AnPDj3/z5s0g4mTPnj1tH6tZPpie5p179xiOxVksFak9xK5kgoVC9dct1+Xa8hLZbJbZb30TU9M5PTzM2ZHhHTv7BPXbd35LqRvtu27Q6wpTKx+mOh3f0ooHUrfYCYLJv443Og+GYTA8PBxcQ/1zv7y8zI0bNyiXy8EHhaGhIfr7+9v6m5Rg6h5PrGBqNNhtGEbTwsbzPG7dusW9e/c2reJ0SzDVVoN8p+zh4eGmW3C1dKol9/DhQ65cucKRI0eC7eKdollzyGKxyNjYGFJKzp8/37By2EmRGD5WuVwOgpXfeuutli8czQqm8A3n0vw8//bSJby13zM1jcF4DE0TLBdL9EejLBaKwferjgP06zorpTKO5zGTy/GX9+4Fs09nR0Z4ftcudu3Q6hOsbylls1kWFxeDtkYsFqtyxDYMY0e2Ibfz8dsVK43iW5aXl5uOb+m1BxPsDMHU6txs+NwDVefenz3zvbeGhoaaHrzu9Lnwh74VT6hgCseb1L5AmxU2xWKR8fFxHMfhrbfe2jQnpxtzQfB4vVJKbt26xd27d1tuwdU75lbEg2/CODc3F1R0rl692tXst3rMz88zMTHB3r17OXPmzIafmrpRYfKH/wcHB3nllVfaEq+truvOygr/any8SgzZnsf8WjzBcDyO63nsTSYpODYrpRIVmVRhIBplOpvDqHmu/Nmn6VyWP7p5g/5olLPDI5wZGeF0Ok20A62AblQYhBCBL07YEXtpaamqfWdZFsVisSc3zl4PfXfq8duNb9kJ80M7RTBtpbJTO+eXy+VYXl5mcXGRyclJDMOoGiBvFFPU6QpToVDYcGPLs8QTJZiaiTfRdT0I1W3E3Nwcly5dYs+ePZw9e7apF1crlatW0DSNYrHIBx98QLlcbkq8NXPMdsVNPp9nbGwMTdOqTDo1Tdv0vHZqjeH5rXPnznHgwIFNj7eVOJN6lEolPvjgg3XD/63SimCazeX47IULWA1eZ32RCFnLqvp+3DAZiEaRSBzPY7lQwG3weP3RCCXHxXI9FgpF/qrwgL968ABdE5wYHOJDu3fzXDrNgS2+/rpJrSO23767ffs2U1NTTE9P96R9t1MEk+cuIFgAWQCZBQpADumV0aSF0HYh9aNIcQKhbVxlbDa+xa8+9FK07IQqVyd3p4Vnzw4fPlzlvTU9PR14A/rCNZw92A3B1Mw1+FngiRFMzXorbSRsXNfl+vXrTE9P8/zzz7Nv376mH79bLblyuczc3Bx79+5tu4pRS7vVsNnZWS5dulQ3J6/TVgWNjucHCRcKhZbEY6d2ybmuy8OHDykWi7z22mtbntlqVjCtlEr8h8tXMBtccOOmiSvlOjFVchxKjkPSNPGkJGWYeIZBfzTCavnxJoVUxMT2PEp1RK/rSR5mV5nKZilcu8ZALMqZ4eFKBWp4mGQXdvJ0Cr99Nzc3x+7du+nr66uqiNRr33WaXrXkPM9DOuMko19iMH4TN7eMIAPEEMIA6aAJF/AQuAhccDWEbQIakgiIPjyxB8lepPEWUjuPaHCzbRTfMjc3h+M4vPPOOw3jW7rNTjCM7KZgrPXeCldaw+J1aGiIQqHQ0cBv1ZJ7zBMhmFrxVmokbHK5XOAIPTo62vIuuk635PwW3PT0NH19fbz44osdu7i02pLzzdYePnzYMIdtOwRTJpPhwoUL9Pf3txSzAp2pMPkRJ47jkEwmOzLg3sy6LNfld7/2LpenHgLQn4gznEqhmQZLxSKGpmFqGqvlct3fj+g6AkHRtis7Gm0bUbJImib90UglYNR1yFn1ndVjho4QGvm1XaCZUpn3Hk7z3sNphIDnhoZ4bijN6eFhjg4MoPf4xtSIcPvu6NGjDdt3nTZ03K6WnOe5eO57OPbX0OQkQt7DwGIkWUYCBjpgILHwMDCEC1IihAvSwxMCiYZE4iEBB10uoMlZBBcR1p8DcVztFJ72Bpg/gNAa3yj9+JZYLEahUOBDH/pQVXyLpmlVYrVRC6kT7IQK03Z6QdUTr/65X1pawvM88vl8cO638lovFApKMK2xowWT763kt4KaGairbclJKXn48CFXr17l8OHDnDx5sq0XTidbcqVSiYmJCcrlMseOHWN1dbWjF9xWxI0/VO153oY5bJ22KghXXsIRNO22wLYqaBcWFhgfH2fv3r0MDw8zOTnZ9rHCNPN3/K9f/SoT9+4Tj8fRNI182WIlN4sEkpEI+wYG0ICIpmN51X+jLgQp02SpWAq+5hc8CraN7brETZO8ZTMSj2PqOnnbCqpPUUMnqhtkGogxU9N5lC9wc2mZ/3tykphhcCqd5sxIpQJVa5zZ6wHoMLU3Fd+VudO777opmDyvhGP9n+C+h/RuAysIwMPEREOICI4USFwEIHGRmJhylcfPhIEQGgIHgYuLhoGFQCKlwBMpJCUENoISwnsP3X0f4XwOVxxC6m8i9R9EM+oHWvsfZDeKb7l27VpXo3J2wgxTL6tc0WiUvXv3snfvXjzPIxKJkEgkqob3wwPkrZiXql1yj9nRgsmfV4LqXUQbEa4wOY7DlStXWFhYaLgdvVk6VWFaWFhgYmKCkZERXnnlFebm5lhZWdnyccOEB8k3Omf+UHUzs1zdqjC5rsvly5dZWFjYksdTu9l04cgZf15qfn5+W0wwpZR87p13+NrtO/T392NGTKSUa5/EJY7jMqBr3F1awnYcdE1nJJmgP5HA0TWylsVwIsmjfL7+YwMDsSgLhSIAi2v/D5A0TQajUXRNMJPP1f19Q1sTY6XHYqzkOEw8esTEo0cYmuBgfz8H+/o5MzyM5br0cjR0s+tD2JXZ33233e27ZnG9acrlP0C44+hyHknoQ6CIE0FD4mJTwsEBGUPgIokSpdovTkoHiYYmojhIjND3hZAgs+giBth4GLjoSCTIMpq8jfCuIOx/gyuOI/XzCONH0I106Pjrqzu1LSTbtoNqX218y1a20PvsBMG0E9bgryMej3Pw4EEOHjxY9Vr3zUsNw6gyL92ohddJwXTr1i0ymQznzp1r6gOKZVlcv36dVCrFkSNHen5+d7Rg8kVSK5/eDMOgWCySyWQYHx8PHJm3Wg5uVoQ0ImxhEM4e68ZslP+iarTW8Fqef/559u/f39QxOy2YXNflG9/4BoZhbPk5aqcl5zgOExMTZLPZKr+rbno6+ViWxf/51a/xpw8eVG7OuoEnw+sXHBwcYDaXZ2BgcG2GzyJj28zPz+N5HvuTSfKepD8SIec6eBLCT/fuVJK5XH0xVbAqLbvpXAFNCIZjcaK6TsGt7LzThMZgLBaIrVo0IRiIxri7kuHuSoavPnhAPpflyMIAb9gWp9PDHB0cRNumGZZWn69Otu86WWGy7a9Ttv4DrncZgxg6q0g8PAwkSSQmmsxiCReQa1UliRAlJMNERBZPgocOIlKZU1prwzmuR1yzcQh/MKqcN0daaMSRQiDQMYSNSxwpLTRiSEro8jo4N3Cc/wNLew09+rfR9ZNN7ZIzTbOh11Y4vsW/gbca39KraJSdtgZYP/Rd+1r3zUt9+4KrV6+SSCSqBsj9DwtSSvL5/JY3Ii0tLfEjP/IjwQf0R48e8fu///v8N//Nf1P354vFIp/61Kf43Oc+x4EDB1hYWKC/v59/9a/+FW+99daW1rIVngjB1AqaprG6usr777/fkQgPH/8F2M7FsVQqVXn5hF983bAr8C/s9T7x+L5C5XKZ8+fPN/3JodOCaXl5GcdxGB4e5tSpU1v+5NDq0Hcul+Pb3/42iUSC8+fPV0UUdHLHXT3BlM1m+Yv33uNPHy1y6sBBDF1nuVik6Dx+zKF4jEf5QtVxIpEokUgUkjAcjTKVWcHO5bAtG0MTpJNJEqZJQQj2pZLMNBBLAPv6+pjJVSpLnpQsFR8Lo7hhsDuZoOS6RHWdcs3rUxMwnIgzH1pf5TjwIJdnaXKSD2ZmyFkWJ9dmn04PD7NnB89BbNS+m5qaQkq5YftuK9cYKSXF8uexnS8gvUe42GjEcUQJVxrowqAii3IYaGhi/WvTlToRirgyVmm1YSNlCahUB20ZxdTKFGUUTSTQKKJTfRxLehhCA5lfq2dVKlFlDDTS6BQQuBjkwXsHtzhGWRxEiL+OpjW/gQYax7csLCwwOTmJaZpV53uzCJGdUN3ZCYPnsPm5CJuXnjhxoqr6Nzk5SaFQ4Pbt21y5coXv/d7v7cjQ9yc/+Umy2SwPHz4klUrxz//5P+djH/sYb7zxBocPH17388vLy+zZs4f79++TTCZxXZdPfOIT/MiP/AhTU1Mtzbd2kh0tmFrFsiymp6cpFAq8/vrrDA0NdezYvmByHKel/J/5+XkuXrzIrl27ePXVV9eV+Ts9GxReq+u6VY8XNsVsdUdepwST75rt99XPnDmz5WNCi9v31yJO6kWsQHdz6WZmZhi/eJF3ixbRZCqo4AgEI7EEhiYoOw5F26lrTAmVNlvGsonH4sRj8Ur1wHZYtS2sQoGUEDyYnqU/kQDTIF9TAdibSgViqR5DsRj3M9nQf0eJmwZl12WpWGRXIsVcgzYgSHYlksH3/fYdVETg2eFhzgxXcu/6dvDuu83ad9FolOHhYdLpNI7jtC2Yys518qXfRPNu4WLgIjCJYooiggieAEdWRI8u+tFEEaqEjo7n6XgigiNtwEMInfBqXFmpGAEYory2Y87DQeBJA01UZpkMYSOkDmt1Kx8TB8jiEcNBrP0vCbgYcpKU+Vsc3J/Gtv4OuvHDLYuGjeJbHjx40FR8y04QTDthDdC6rUBt9a9UKlEul/nSl77EJz/5SZaWlvjFX/xFfvRHf5Tv+77v46WXXmrp71xdXeULX/gCn/3sZ4MP6P/df/ff8elPf5p/9+/+Hb/0S7+07nf279/PP/yH/zD4b13X+cQnPsHnPvc5bt68yblz55p+/E6yowVTKxehpaUlJiYmiEQiwfbKTuK/AFuJ8/DbXht5CXWjJRd4sqytNTync/r0aQ4dOtRW5W6rgqlcLjM2NhZk0n3wwQcdNd3bbH2e53Hjxg2mpqb48Ic/zO7duxseq9OCKRyvMpXsI1taqvo5iazMGElJOhEnpgvS0Rg5x6qyB4gYOo7n4YT+VoHANE1M02Skr4+ZR/PEYxEeFQrYto0BDCXiRGMxYrEYsxuIpb11KlMrpTIrpcpQ+L6+Pmy3YpyZs611O+92xeINxdRyscTtlRXenXqIELA/1bdWfUrz3FCayBbbGd0avN6sfVcoFDAMg9u3bzM8PNzUjiTPK5Ep/jM89x0EgjLaWtUnRkR4SKJrAmjt52UCU+RxJBgitvY1iSttSpgktDLgV8Hdiq0ANpVXlo4IzS1JHAQRdMrowsXBADxsaWIKG11EkLIM1HyQwEKir+2xy6Jh40mBEAZ90QVc63exy5/DiH6SSOQH2j7fG8W3XL9+nXK5zMDAQFW7dCeIlZ3akmuVWCzGD/3QD/FDP/RDOI5DOp3m+7//+/na177GZz7zGQzD4CMf+Qi/8zu/05Q1z6VLl7Btm1dffTX4mmEYvPTSS1y4cKHpdX3wwQeYplm3IrVd7GjB1Axhk8NTp04RjUa5fft2xx9HCNG0eaPfgrNte9O2VzcqTEKIQIj5vkb5fL5uqHCzbLV1uLy8zNjYGOl0mldffTU4VqcE02ZVoXDEyUa7AaHzgsl1Xb71rW9RKpVIHj/Bty9dafjze1OpQNBk1r6WikToi0awXAehiYZzRYZW+ezvSkksFiUWiwZmr1nLopTLM724RMI06Y/HK9Wn0MDuSKKx2AHYm0wyk60WW0nTpC8aQSKJlcvMl0oNhznDbUIp4WE2y8Nslr+4exddE3xo9x72pVKcTqc50qJ9wXbuzqtt3925c4f5+XkKhQIPHz4M5nH8G3qthUnB+lMypX+BgQAcoICGRBAhKiI4srqKJDGIaBaisleSsmejCxNJCZcIMW29uPGkgy6ilCVERKnqewIdCQiSSDzAQBMWlT12USwZI0IEjdLa+ir1pjICAxcpHRDgEEMTFh4WnqjcTDTh4Jb/FwrOF4lGfxFdP77l891MfIt/zSsWiz3LGtwpLblOGleW1jZ8/NzP/Rx79uzBcRy++c1v8ud//udNFyWWliofDms39AwPDwff24ybN2/yP/1P/xO/8Au/0NMde0+0YPK355dKpWBod2FhoaOO1GGaqQb5O892797NuXPnNn3hdityRdM0MpkMN2/eZGBgoGGocCvHa0fYSSm5e/cut27dqqpu+Te4Tn0y3Gh9KysrXLhwgaGhoaZakZ0UTOVymYWFBXbt2sWpD3+Y/+Vr32j4s8OJODO5HLXyMW9Z5C2LvX0plosl9iSSSAGLxQKu569Tko4lmM1mq37Xz1eMmiZx08Qol7Ftm4VyGTuXQ/M8hhJxErEY2WJx7e9eL2CH43HmCuvFVMG2Kdg2e1NJFsoWQ/EYu1IpLNdhuVwO1rdvkzbg7kSSC7OzXAD+MxVvqBNDaU4PpzmVHt7x7uOxWIwXXnihqn336NEjbt68GcSJDKQdROz3seQkBhInkMQauoiikcKTmapjSwQecRxMLM9GIiuD3BJMbQhJCenqmDpoVD9zlhREhA5U2raelGu2AxKoGFraMoVB+DEdoEwRDY8khiiho+FgYogSEoEQcaQsYYoyHhquZyKw146dR0NHetOUip9E07+DaPT/gbaBn1MrNIpvuXz5Mtlslm984xt141u2g51SYerkOgprkUy+SDEMg7feequlwWv//JdK1cK9WCw2Nd4yNTXFD/zAD/Bd3/VdfOYzn2n6cbvBjhZMzWyJ37VrV9VNsFuO3P6xG92Uw7M5zcZ5hI/ZyZ02fgvo8uXLnDx5ckvRHj7tCCbHcbh48SKZTIbXX3+dwcHBquNB8y3OzajXkgv7O508eZIjR440dR46Na81PT3NvXv3SCQSfPjDH+Z3332fPjNCXyTKYqGAE9oVF9UNinZjoT8YizOXyyOl5FFuzZdMaOxKxNE1DV0TTNeIpTDDiQSP8vm14fFIcKFyXRfLcbGKJTLFIinDoC8eQ5gRikiEptEXjZC1yjTSkCPxx5WprG3jrFWhdE0wEo+TMk1WrDJQX4xVKk/VYqrkuFyen+fy/Dz7+1Ksli1Opoc4lR7mZDq9owbIw+/dejuSlpeXWch+iRXv9/HyHoamkzSLaJqo+COJGJZnkBAZSkQRIo4n8yBcBP1oMoMnKzviwmev7EpSuoctSnhoWFJDigSejOFIgSVdEsImroHHessNS5qYFNZ9HUDgYYoSrnQoEsUkT1D1kgIholTsUiWmVsJyNSQpIIuLxJEFpAQhP8B2PkYk8jGikR/reNvUj2+JRCIcOnSI4eHhuvEtvoAaGBjoWhXI9z/qNZ2sdOVyOXRd39IO5iNHjgCVMPdjx44FX3/48CFvvvnmhr87NTXFd3/3d/PCCy/wH//jf+yp1QfscMFUD38O5cGDB3WFSbcy36BxTl04yLeVnWfwWDjUDmi3i23bXLp0Cc/zOH36NEePHt3yMaF1EZHNZrlw4QLxeJzR0dF1F5LaOatOrC9cFQr7O7366qvBPEQzbLXCFHZOP3jwIKVSia/cuceNhcXgZ3ShVW76QrBYKDAQizKXrV+B0TUN23PXrcmTHgv5AoOxOKvlEgPRGBEB1mqm6iYebvOtO7aus6u/n/l8nnQ8juM4LFs2diGDdF3S0SjSieNporLlvOaG1xeNsNpATLmeRCC4v7qKlBVROBiLommCnGWTtaxKm2+D3Xx7U0mm187Lhdk5LszOATAYi3EyPcS54RGOr7UGepnn1uixNU3DS/whEeMLlYaW9IhRmVVzbHA8sPCIGTZFDTStCLJY2covQZJDY/3JlYApHBzPQXoxEAJHgpQWYOHIGDFRwgOyXgLQMYVDRPgtNoGQLlI46CKGJ0vrHsOTNq4YJMISUmpYMlpp7wkADUdW5qJcKRBoeFLDYRh4VDHJFABlHPooWv8fyvYfkYz/OoZ+cOsnvPZ8rLWWG8W3LC8vc/nyZRzH6Vp8y05oyfkfvjtVYcrn8ySTyS39XX5n4T/9p//EX/trfw2Ae/fuMTY2xq/8yq8EP3fp0iU0TQsGuh8+fMj3fM/3cPbsWT7/+c/vCDG64wVT+OZVKBQYHx/H8zxGR0frzqFs1S9pI+pVmB49esTFixdbCvKtPSZ0Rjisrq4yNjYWlKw7aWffimCanp7m8uXLDXeh+ceDzs2e1L5OwgHCrX462opgsiyLsbGxYFZqaWmJmZUM/9eV61U/50qPR2tCYX9fH67nsSeZrFSeas7zcCIe/GwtvpjypCRTKuF6HnlbMqibDMSimLrOfANjSqgIktm1YwvxeHgcEnieR0LXmV1dxbZtIgIG4gki0QhFARHDwPMkllv/ddEfjZAplQIxZblulVXCgb4UrpTsTSbJWmXyNRW2vclkw5mqlVKJB6urfHNmpiIs8nlesCxedV1OpdMMdDGGo5ZGrxXXKzGT/zXK7vtoQseVZeKajoaGZJCSkCALmJ5Ak0UcRwIaCBO0MlL006cX64tRksSEhyM1LMpEMBAhYSVCM1AaBQxh4skyRWngEkGikxSV58KVZTRhVGaTQlhEMORK5f0rPAxKWDKCBhhYaCKCtzZMXpAaEZmrWBqINBplNAqAxKSAIwW2fEiu8PeIRj5BPPpfb+mc19Kote/Ht+zbty/wFOpWfMtOGDz3iwWdFkxbQQjBb/zGb/BTP/VT7Nq1ixMnTvCZz3yGN998kx/90R8Nfu4f/IN/QCwW44//+I9ZXl7mIx/5CJqm8Qu/8Au8//77wc+9+OKLbc/ibpUdL5h8ZmZmuHz5Mvv37+f06dMNXxC6riOl7Jpg8l+Q4RZcs+aP9QhXmNpFSsnU1BTXrl0LvKe+/vWvd8WZe6Pz6nke165dY2Zmpiln9U56O/nH8lu1+/bt48yZM21dwHzB1OpryM/CGxwcDNrES0tLfOnhLFakvpNu3DBZyBewfZFPZZ5H0wSLpSJDsVhDsQQwkkgwV6d6VHIcvIKHaRg4riQdjxPRdfKWRdau3OSG1tp8jTjQ389MLkdfX18wPJ6zbazVLK5tk45GEbEoCTNCoaYKEjMMHE9iN3h+B6NRHtWIw5RpkopEkFS8nmbz+YZtwD3JBHOh7686Nt9emOfy6ioAZ0aGGY7HOTmU5mQ6TX8Hw0hrqfc6KTlTTOd/BeRdBBWxZBLFRWDLyqySBkgRIWFagIEgStmrZGZ6rgdelqIuMTUNoXlrvnQ6YCI9iRVqs7mStSFySVlGiYrqqBtHWhgiAtJaa4w6FGQEgUFclKhMQD3GQwMcJB4aEeSaMDLEmjeTjBNZMxkouJX5JrG2S0+njC0dJH1EhY3EwhAmQpaxpIdb/h0s9xv0xT7VsdmmZsSKEKLp+JZaA8dm6OSwdbv419OdJJgAfvInf5KBgQH+4A/+gD/5kz/hr//1v84v/uIvVj1nL774YlBFevToUXD/+NSnPlV1rH/+z/85r7322pbX1A47XjC5rsuVK1eYm5vjxRdfZM+ePRv+fLt+Sc3gC6attOBq8XfftSuYwvEv4WiRTs9ybeYe7mfSSSk5f/58U+HGnTbD9G0LWpkha7QuaG0H38OHD7ly5QonTpzg2LFjwe+9P/uIh/kigw0EU380UiWIXCmZX6uqxE0DISsttZVymVJN9MuuZHKdWBKhKZd04rEgWgrtrEtEIgzGokgkmqjsqqtlOB6vmivyh8cNwyAej7MnmeTB8jJ5y8bK5ZGuS1/EJIaBKQQRXSNTttYdFyBhGJQ9d10lLW/b5G2boViM1XKZlBkhZZp4SFYtK5jx2pVMMF8orBNT/l++O5ng+uIiUsLXHkwBsCeZ5GS6Ip5ODg3R12EBFX6drJS/ykzxfyXKIo6sCEDJELoogbSRrAY/awgN1kJzbemgCYGm6zh6PzEKeNLD9jyEVakfSd3BklFShlU1EibxEESRWNSXDZXnWRMRPJnEFIW114pHXqbwpElSmIBdCXKWCaIiDxi4EjQRpzLD5CJxMUURV+o4Io2pzVQ9F54sY4gInixS8OIYwsYQAk1EiVLClhHK9rs47sdJxf6fRM3Xt3z+26nubBTfcuvWrSC+xd/xuFl8y06pMDWTudosvmDqxPE++tGP8tGPfrTh9//ZP/tnwb+fPn2ar371q1t+zE6zowWTlDLw6hkdHW1qu2jYtLHT6LpOJpPhxo0bbbfgGh23HeGQy+UYGxvDNM11radOi5Fw67D2ouAH17Z6Tjq1Rtu2uX37dmDj4EectIt/cWimLefPK01PT/Pyyy8HsxMAi/kCX7k31fB396SSPMrWVHhCN8H+aDRUARKk43GipkHWKuN4HqsNAnMBdiUaV4/8WJT5fB5NiKD6VLBtVq0yccNc569UfexKdccfHk8mk7ieR3Z1lVyxRL9tM+s4pBMJErEYnm6Qd2wQAlPTMAy94dpTpknBtnGlJGdZ5KzHoqsvEmE4FqPkuUSN+kPyuxIJFgrr21hz+Txz+TzXFxdZLBXZnUjw3FCak+khnhvaWgUq/Dq5n/s3LFp/SEIUsHCxZBQXSVJYWLJEZXrIwBA6oBEV7lp4bigrDoGJjRCgCwOhRbA1G10IHM/C8Cxs20JQ+bAl/XgTbGAQU6ysHUlba7WJtUFsF0EcKbM1pqg2AsjLCC4xBB4xkcEJ/YiGjifd0HF1HBJocpWiM0BMX6WKtQ0NEVHEIYolHXTpomvxSgqeiFL2VnGK/4SY8330Rf/7LWfJbfWmvlF8S9guolF8y04STJ2iEy7fTxM7WjAJIXj++edJJBJNvwjCHkSdxPM8crkcxWKRF154oe0WXD3aWa8/J3T48GFOnjxZN/yyGxWmsMAJe2CF8/GapRPb9/3hctM0iUQiWxZL/rpgc8HkV7T8SmNtVe0L41co2x5DhsnuZJL5QiG4UUV0ndVSY8EzkkzUCB7JcrEIa4WiA/19uEiKjsNyqfS4riTA1ESV2WUtu1PJoKrlSVlVfYqbBsPxOJbrsmpJSk71ayhlmqyU1g8I65qGruvsSSXJC0HSccnaFksrK9iOQ9wwGUrEGUwlKTQQyRFdByHWRbH4aMB0Lhe0+foiEZKmiURSWl1lKBplqVRs6JC+K5EIvj+bzzObz/PVqQeVc5JM8KFduznY189z6SEGos3PskgpkcLjxur/zIr9l/TpUVxPUiaBoEREDCDlUqgaJLGlg8EQrshXiSUAhwQJUUAjii3dyg43AR4CqQ0R17MgIxWbAM9DSnBcB+FpONImaUTxhIeLB7L6XOZdQb9u4Mr1glhgEROSvBTkZXxtxmltc4Z00YW59nsCR0rKsoAhbDTNIevFScoIUWEDNpKKD5QrLQwsXHTyJDCkRMo8hjAxRQkLQab8RUrOFYbiv0rEaC1ixacbYqXV+JadYCvQ6bZgoVDoqe/RTmNHCyaA/v7+lqsQjXaztYvfbrIsK4hL6CStiBvXdbl27Rqzs7MbulV32hCzVjD5hpiFQqEquLbVY25ljTMzM1y6dImjR48yMjLC2NhY28cK08wOvvC8Ur3Im6tz80zMzOFJyXLZgtU8EV0nnYxjey6GpjWsABmatqHFwEgyycPVxxYCSdOkPxbBkZLFQoG4plFynLrBtwnTZLm4XvD4DMZiTGUeVwv6Y1ESplmpaFllNE3DtutXn1KmwWKpTCweD9p3xBNBcLAuNK7NzuF5HslIlOFUklgshg3kbYuUabJUR4wBxE0T2/OqZqLCFaiIENiux641v6ZaF/KRRJylcrFu+xEqO/r+8v79oE24K5HgxNAQzw1VKlDDG1S3HQpk+34Pzb5LXPRR9ioWCoISGlGQ2So/AIGGK/sQIkPZg4iotNJcBJaMoIsYq24Mu6rqBEhJRJi4IokmHEzhYBgu0hLoWoSsFyUi8uQtEMINbAs0TYAQuNIgphVwZeNKTNYziWtFPErkZAwT1kQQeLgIUTEdLcjoWssOPByiAhxZpuRFiQkHTUQruXeYOLhYUmCSx/ZimJqJIyutv4hwcLQUZfcyj/KfYDD2y6Siow3X14huV3eaiW8RQjAzMwNQN75lO+i0YFIVpmp2vGBqp8zaSWsBfxfc3r17GRgY6MrW5WbFjb/7SwixaYuy0y05PwjZH5S8cOEC/f39nD9/vm1juHbXGN6274vGTCbT0QFyaFxh8hO+n3vuuboeV47n8fnxipu3gCCWy3JdZldzpONxsmWLfak+So7Nco1IGEkmmN3AYqBgV1ePirZNcU3EVGaLVtibSLJq25Scx6JBUqkgFRo4hVdagNW+PKulclAJ29eXouy67EumKLkOK6VSMOod0XVynsSr8/YQQnBgaIj5fIH0ULri/WRbzOZy2EvLCCEqx5awOx7Hkh6Zcjk4tqlpmJrWsI3XZ5rMeh6ubWOHdtXFDIOBaJSorpO3LTyv/vM5HI+TKZerZqrmCwXmCwW+8fAhQ7EYpqZxZGCA54bSnBgaCnyg8vYDluP/M54+i8kQjswh1rbua0RxpEZUe/wciLWZIIlDUcZxpI5ErlVcLFyZqlSjWH9xtkigicVKmw0bhwglL0LWcRCGiRARhOYR0y0MojheCU96uLYHQlCQEVJGGU/TMEUUV9aeT7nm+K2BdDHXjCpzMklclNClhy4i5KQIxFLoD0MTLhFRoCiTRCniSRdJChubiLCRksrsE/1rRpcSW9oIspjaCLa3yFLx/0XJ+3HS0U80LYD8DRrb2Q6rF9/ib7RpFN+yHbYXna5y5fN5VWEKseMFUzt0oiUXzh17/vnn2bdvHzdv3qS8wdxIuzSz3rm5OS5evMj+/fub2v3VDQdxIQTT09PcuXNn3XBzO7QjmMJ5dOGIk04H5sJ6wRTeBVg7rxTmK7fuhjyVas6PrAgX3yEbIBmJ0B+PkiuXkdLbcOfa7mRiXTyJj6nrrBRLrNouRjaPpmkMxmLETYOS6xI1tMBCoN7fLITAk/Wfj+E6j2toGoPxGLpWmU1aWFlGr7OrKBmp2Av46LpOXH8cHJw2TaYyGex8AWdhAUM3iEejjPSlSMZiGJpgpoG9QEzX8QBbSmple9lxKOs6S6Uituth6hoD0SimpmF5HivlEoPR2DqxFCYdi5G1LGzP41GhwAdrFYSBaJSTwwVO7P7/IrRFPHcA9GKVWLKlQ1yEjxtj1Y3iopHQVqkIFNZ+PoLlaeiicWVRE6Ch4aEjpY69tnPN1G08NKJ6EQ9YlRE8GSGlx4hQqUTarkZcFnFdF8dxcYSDoWkI7fHrvSgTREShsuNOmLjYFWNKkaMsDSQxYtjBmsNIXHQRw5UWUZHHllEcaSDIY2qCsueszW4ZGBTwRBpPLldsCPCQcgldpHHJUij/W8rOTfYm/wl6E7vo/GtIL+eHIpEIQgiOHz9OMpmsG98Sbt91K76l0zNMndol97Tw1AqmrbTkfL8nf8eX/4Lplov4RuImbNT54osvsnfv3qaO2emWnO9tde/evardeFuhVcFUm0cXboN1Ov8NqgVTuVzmwoULuK674S7A1VKJ//vqzdDBCIZyAfb2p9ZVj/zoEykle5IJkskIBdsmUyPOB2LRhoIH1na2hY8tJZliiUwREhETyxbsSSRBVHyMwrNCe1Prc+J8DF2nUGcI3PEqxpl7UymmMllMdAbNKEPJFEXXJlMqBy7keav+8zwSj7NUKpFMJCFRMeO0LRvLtrj3aJ5BQyeHIBqNMJJKkYxFcT2PTNlCIokaxrrz5JOMRCi5LvaaT5TtelU5fMPxOFJKdsXjuFKSKZerzslwPEambNUVU564x0Dff6bkLJIpJzG1ErooY2g6umbgCguNGLrIUZYxJP2UvVU0UQnY9cuOFcvHCGVp48oICZFHEwZejSeSR5S48LClWPNLWmvPrVkLOESIrrXwDGGBsHCkho3AkVE8TAaNVSo78iTSE0hXrF0nK47unhBIPQJCYMtK69B/Lxii8iir3hBJrYDAC81eVXYqVIbCK9YGAgcPFzAxWcuNXKsoIcEQBQT9eOTQcNdczLO4UgcRx3Xf42Hu5xiJ/2MS5um6z29wbnaAYILqHWr14luWlpaYm5vjxo0bXYtv6XRLLp/Pd+Ra/7Sw4wVTOxWMrQibcCWn1u+pW4KpkbgplUqMjY3hum5Do85GdLLClM/ng/mgF154oWNvoGZFjpSS+/fvc+PGjYYRJ91oQfpr87Po0uk0L7zwwoYXpP/fpeuUGoh1Q9M2HPTenUoyu5rD/9P6olFSUTMQT5poXEUbjMU2FFPJSIT5XJ6Cv+tMiEr1KVK5BDzK1Y/IgIpwaFT1SkUjzK/lTTlr81rlNeFl6Dr7Uyksz8WIa6yUSlUD2THTIG87VTvaNKERjUaJRqPsSSV4uLKKaVuUymXu5HJomkYkEiFqmhwcGgJNEDcMrNXVKieomGEAsuFzMRiLkrXK60w3+yIRkhETU9fIWjaO54uA0M/EZnjl8JcwtAIZuw9hlDBxKXkeriuAEp40MNApmEkiugtiBU2Ah0FsrZ2loSPRsWTFz8gjiqSMLcFcE00CDU2Y5N0EQgvvRBPY0kMXGp4URLX1bVYPD1NE0ISDJyVZL4UrI8RFFk1IMMAUcRzPImPHiGo58vZaBIvQiOgRpLCDv9+WJh4LrLg6Bn1ERRZd6HiehqFXkux0YeDKMiVpYooCEkHRS1TiWUKD5s6ahYKUCaSQCHJIHIRIUfRcpNiN6S0ym//HDMZ+mnSs8XZ0/z3RS8G0UVvQj28ZGBjg2LFjOI7TtfiWbggmP9pE8QQIpnZoZ4YpPBfzwgsv1K3kdFMw1R633a36PpqmYVmNd0o1iy8gDx48iG3bHc3yaUbk+BEni4uLvPbaaw0Tsts1m9xsbQ8ePODatWtNZdFNLWe4t7DC7sSaTxBrvkhrd/LdqSTToWHtMLoQ5GuqOLlymdxa9eTQQD+OlAzGYnV3qflDwfUYSSaYrxU8a9Wn1SL0x2LoUjAcrxhm5m2brFV53F2pZEOxJITAEBpu+DkMLWEoFuP+yuNgV01opGMxoqYeVG18sVXLUCzGfL4Y8n5ibXi8Un2K2DaXH9zHNAxMM0LZcRmM64zEE5i6hi4Es3XCggH6IiYlx63rUJ61LExdY6FYxPE8orpBfzSKoWlYroMnJjl34M8RWh4bgW6UcR2DiFHGlQYSj5yXAgkDxip5R6fggC48DE0iMYkYHqYWxZEVTyOo7ICLrzlvSySOFJgihuXZeNIhItYLokrlUqfkxugz1maPAB0D0HGkR8FzcEhjsASUgTw5aeB6Sfq0IhqyIo5MMETlve15Eik9LKdceT9pleeuIOPEjTI6DjoFVr0kfVoBFw9PguZpCDzKDBPRsoAJ0sYUeUpyEJOVKp8wV1bae5bnYYu96GSBVTSh48kiReJERJ754r8g51znYOIX6goJ/xrSy2icVgwjuxnf0o1dcs146j0rPJWCqVVh06gFt9XjNktYOEgpuXXrFnfv3t2SAeNWW3JhJ3O/FTg/P98V9/BGFAoFLly4gK7rnD9/fsPYgnbMJjfj5s2bLC0tNd2C/KOL15lbrVRX4qbJYDLGQjZLFknCNDd07N7Tl2I6s1r3e5qmsZgvBoPdiYhJfyyK7bksFYvs6Usxu/a4wV8uJQiBvsmOuz39j383LKoSpslQIgai8u+FOjvjNmrjxQxj3ZC2J73AGmFvXx+zuRz90WjFoBMCoRYzDEqus84ewA8OPpQeYi6fZygeDwSU67osZTLkCgX29PeR8yqf9vujERJr7Y6CY+O6Hq6kYeVpKBYjaz9uw5VdNxB1/Ykpzh38C3StSET3kELieYKUXsT1dHKykpNniDKmkGvtJQ8JOIDj6MS0AnkbPApoQqCLSsvSo4+ovlaZw8SWEmetgmR5cRJa/deOI110aaKLCAIdW7rY0n9EqLTK7KoimY6DLlYpSY2slyKux4mIueD7miYAHXQwMLA9i6KjobOCba0FXWsucc0j75kI1yOuVZ4rS+oIUaLs+bNcJobQMUUBV6bRWAmy8QQgpaAoI2gsUfJixPVKqK+kTIQClkygY1O0v8St7F2OJP/fRI3q2UF/h1wvBZN/X2inMtRsfIs/A7XRdbDTuwXV0Hc1O14wtduSa3aGqZVh6m5XmMrlMhMTE5RKJd566y361rZIt8NWWlTlcpnx8fEgD81/w3S67bXR8VqNOAlbAWz1glEqlQLfrWYNUyfnl7gyOx/8d9G2Ka7Y2LZNSjPYk0xUWQGEieo6C/mKc7WUHkJUr39XMhEIMYCiZVNcq0b1RaMIr+L6vVQsVld7gN2pBDOr9UVN3DRYzNffMVe0bfq9aOAknopESEVNJLBatoiY+oYtwL5oNHAsryUdj6+FAUuy5TLZkLCK6QbDsQQekqRRsTKwQu+5oXgsEDC6rgdJ6svOMrFYlOFolOmVDI7joBs6eTMS5ONFDYOkaVSG4aNRHM8jaz92EB+MRck7VjDzFGYgcZ+zB/8STZSIaGXcSkkPKSsVHkdoRM3KnJ/lRIkZRRDVxyl7MSKiAHggKq7urnTBA8fNIwwHXZhIYWMIrdKyQkOv3TiwhoaOI5OgLVfmlOT6a15ZRjFFDkNUtvKHEXhExCpZxyGiDZLUVtGoXrODg6GbeESJah7Sq1RxPc+j7JSRooSLxqqTZCBSpiQNIqKIeDzOjSUdkJUZJY9BTFFCUMTBoOQJIpqLKyURrUjRS2BSwNTiSEpEZAGbREVkebe4mf3vOZT8JQYiHw7WuBMMIzs1R1UvvmV1dZWlpSWmp6e5fv36hvEt3WjJKcH0mB0vmNqhmZZcMy24WrpZYcrn87z77rsMDQ3x8ssvb7n11e4MU3iw2s9DCx+z03NCtccLm2G2ktHXqTBf/+/3TVOb3c3yR5euN/ye50nuLWbQhcbeVAoXj4XC4/S1dCLB1MoKmUwG13ExTIOIGcGMmCSjMZYaiBqAZNQMKkSaJhiJJ3CNDHHDxDT0dTYBYfpjUeZqncbXGEpUzy35g+lQaTP2mRF2xxMgKpWhsCP33lRqTRCtx9B1im5l0Lju48bjTGfDwlLQF41WhI4QOA128SFgX18fK47L4OBgMDxu2xa5XA4hPQYTCTJCEDHNyk1lTWQnDIN0vLJjT1+zLwj7PQ0k73LmwFewpMeQUdlqj/BwPA3pRDCNAhHh4nkCiUAXsjIjtCZ0Kv+mBRLClaBJA6FVBE7ZNenTHBxPVOXDaULgEmHAyONJGfhq6cLEk2B5LnlPw6RSjTI0bd0uR1tGMUUZy3MwNb0i0EJYMkpUK6ALi5ynoxEnVVPNsmWMiFirYGqiMqiuayBBkzplp4ggy1QuxWB0FVcKTC2CFNWPJZHookTeq0TFGMJBF4/zAAUQEQUsmUTIEhIDU2iYsoBFEqSNIVZ4kP80lvez7Ip9P9AZl++t0q0ql6ZpDA4OMjg4uC6+ZXJykmKxWBXf4jjOlgKEa1GCqZqnUjDpur7h/I7vZwQwOjradI+2G4JJSkk2m2V5eZmzZ89y6NChjrzpWm3J+Tvgbt68yenTp+uuoxsVprDAsW2biYkJcrlcy2aYzZhNboSUkgcPHnD9+nVOnTrF5ORk08/D1dl5JueXGq7LrGwcwpUej9bETSJiMJCI40qP+4tLZDIZYvEY0b4oju1g2RbFTBE9UiQvBWak4mQeNqNMRKrbfJ4nWcwXWLEchGUzkkyQikSwPZflYvXAdToRbyiWBOCtVVDqsbdvfSsubpiYZoSYaWC5LpoQdR230/EYjzaoPM2t+54kVy6TL1sMJqIsF0toQjAYiRIzDSSV9po0DOaLRUyzkh8ZHh6XUjIci/Iwk8GyLAqFQqW9Z5qYkQhRXWepVArajkJUhr8Thkk0Msu+Pe9gS0lCL1fOjvAoOjE8z6TPrIi7yvkSlL0Ig2auqk6jYVBwDAaMIlCJMvGkh/AMNOHheglcfXXdCJonJTnHwCSPjr6W/QeaVjEBRVRafK77eJ6J0CN7hPyShL/Gxwih4ckkEbHmPi8EEpusTBPDIaZVvLAKXoK4sNceo/KPpOJujlizpNBMUnGXopsk6pVw3RICgRAVkeWLCVdWIl6yroNAEhEaEc1AB1xZRgiIijxlmSQqHMpeJTQ4Kko49OHILJrI8qj4WUreDIcSf2dHVJg6vZ2/EZvFtziOQzwexzTNuvEtreC3B5VgesxTK5gateRmZ2e5dOkSBw4c4PTp0y29yDstmCzL4uLFi6yurjI8PMzhw4c7duxWKkyO43Dx4kUymQyvv/46g4ODDY/ZrZacH3GSTCYZHR1teZvtVipMruty9epVHj16xKuvvko6nebu3btNH+uPLzauLvVFo0wtr1Dr2FS0HIpWljge9mqWE7t34xg62VIZI6YTi0VJmiarhSKaZVEqlsjlchi6EYinVCpZd7s/VNpL05nHlRpD1xlJxNA0Qc6qrqDUsrsvtS7U1ydumszn11etSo5NrmyR1nRy+SL6mgdUVNdxkayWy/THog3FkqnrFeHT4Jzv6UsGVStvzQLAtxNIRiIUHY/hVISBZArWImOyloUnJfv6Uszm80HUhT88bts2dqnEUiGPrWmYa1U90zDIli2KziIv7v+/sDwPQ3OJ6ZVrSt6t3ECSZg5NgOtVNtJLtLXK0mM0TGzp4sjH1R9HahS9OI4Xx5YapmZRsPrxJIjQ70tASJ1yeQSJTVxzSehFTM8FXDJuhLRZACkRXiUYN6aZla37QNFLEdeyaGvZb1KKivO2dCqGlmi45Ch5a/M3aICHJEMOwZKTIiYcdG2JshR41L5m1q6dboQiaRJGjojmYck4Gh5R4WF7ZaTnYbtuRUBpgpIcwdAzazsE4+BVWni6iKLj4UmbqMhjyRSGcHCkiyvB1Iog0tjeCoIlstZ/5qYzQ9r9mZ4Lpl6Jttr4lgsXLmAYRsP4llYD6VU0SjU7XjB1ylbANx2cnp5uugXXzHHbJeyWfezYMVZX6w/8tkuzFaZsNsvY2BixWIzR0dEN31DdEkx+Lt6xY8c4ceJEW895uxWmUqnEhQsXAKoCjJu1PBibmuH+cqbh92OGXrdOI6XEKRVZLBTpHxgga3tI22MoGiMWMVguF0lEIuQtm6RhrHkUSSzLwrZt3EKOq5kMZiQSVEr0DS7YjusGQ917+lLkLbvSHpQemdLjOaGYabJUbNwC7ItGGg6vD0UjrJQtEok4ruexHPI8ipkmZcthdyKJJgT2WtSKvfa4g7FYw5mnkUSiYYuvMjgtKEuPjGVRlLmq7x3q78fyXPYmk9iuy+qaCWUkEiERi9EXibBQKKDbFpZlU1qtrDkalbz+/F+CKCE0F1N65OwoZS+CrrnYrkZCMyoBtZ6HFCCFoE9/LCY1aWJJl1UngZQaj+wBdM3FEA4SgdBLWHaUpCghNA9NEOwik0iKdoqong9ePw6SnGdWvJU8A9czEMRJihyO4yBwKWg2Uc3E0DR0dDxprLUxfS8kiGg6Eo+Cm6rk0q3h4RER5pr7tiSqZVnxBol7gqSWD75XSxnwyFNcE15IG09E8EiR1PNI3cGTLp70yNoxBIu4rqy0JIVDkRhxvQQYlDwPQ0QwkETI4TECLFKmnyV3L7Y8RFJPYMsZdK9ATM6T834Dof1I3dfHdrETcuR889mRkRH2799fN74llUoFAqqZ+BZVYapmxwumdqidYaqNFGl3m6TfQtrKp4mwp5AfrfHgwYOOChF/rZsd0xcqR48e5bnnnttUqHTaDFMIwfz8PPfv3+ell14Kyszt0qrb99LSEmNjY+zatYtz585VXTzqzVfVIqXk67emSEbMdZYAAIPxGAt12l7uWrxMOhZhaGio6rW0UiwhSpXfla5kbyrFcqlEeS0bLhaNEotGGU4mmMtksdY8inL5PLquEzFN+g2d5WIJo87FUNc0MqUSJdsJLAvEmidTzDQwDa3hkPhIMtFQLJm6TqHY+MNEXzRSqS6FBrwFgr5IlOFkjLLrMhyPVwRN6L0bM0yyG7TX14cUP2YgFuVhNruuNZg0TZKmSdw0KTo2/dEoOU0QjVYMJR3H4vTRP8HQczieh2uZuIaDrnvomoOLpN+0cfGQUuDKyoiz7cRJRmyEcMk7A+Q8DV2zsaTBgOGvUcOTOkJUBLAuKrvtpNQqlSL/34VGWUJUiIqztqw02zzf0VxzSRklpJQsuRFsK4khoM/IY2kOBTdKylgEQNfWduMJrVIRk7IyhyTWP1+WZ2OszTq5CKIiB7gsuwMMaVl0UbGsDJNx4qQNl+Boa60923NYkUNExSKGMBFahGgEpHTQMbC9csXs0s2zakdJGAU0YWBrDo4QGCICOCzx3eS8x69l6ZnEtKO48hE56SKcJO7uL1B2zxHVe2OyuF0tuWbW4V/H6sW3+O27ZuJbPM/riGBaWVnhl37pl/iTP/kTDMPgx37sx/gn/+SfEI1GG/7OnTt3+N//9/+df/fv/h379+/n61//+pbW0CmeSsEUrgRtpQVXiz8A3e6bw3EcLl26xPLycpWnUDdmozZzD/cjPjYK8K13zE4JplKpxNxcJYh1KyI2TDMiB6pFa6N5rWYqTJcePuLazCMAdvclkcgqXyHTFyyh41i2zepqhqFkEmJxGr2KIpoeiBMhBCOJBIahsVwqkoxGWMwXMAwdw4iTiMfxfI8iy8KWkuLKSlB5ipgmml7Za7UrlQiGxMPnI1MsATHmsmU0AUOxODHTwPbcIDOutIE9wXAiznImU/d9sSuVrNuKk0gcz2N6NYflPX6tJs0IiYiJIQSmUfFEks56u4g9qWTDnXpx06DkrLcmgMqQen80yr3M48qgqemkIhGihkb/yDsko6u4AlzXRDNcDN1ZE0cSTxpoWhEpBZ6szDR5EjzhMm0NENFAEzaGbgMSc23Hm0DHlRJNq4T9Op5GyvCrcBJPrg1Sa+B4krheXPMWe7x2UcnRxXESIHJrf59L1Ky87nJSo2QlQcaIaPPoQuK6En+2ya/IIfox9Tzronse24ZR9FLBsHdEZFnx4gzoAo3Hrx8XQUQr4UiBIXTccNtOSGCJkhwhxjwZxySi5dDQQWiYehxXWhi6xJQuJaePhCxiuw5CwKoX5679Ev3RvSRNh7JcBqAsMwhvBIdB+jWXnJyn4PQxmf/3nEj9BFGtvldbN9kJc1Sw8S65SCTCnj172LNnD1LKhvEtmUyG4eHhwNJmq4Lpx37sx1hdXeULX/gC+Xyej33sYywsLPAv/+W/bPg7P/iDP8jHP/5xfuAHfoB33nlnS4/fSXa8YGq3JWfbNleuXGF6epoXX3yRPXv2bHkt/hvCdd2WZ2z8GZ14PM7o6GiVuu6GYGpUDSoWi4yNjQWeU60IlU4JJn8nmmmaDAwMdMwYrZkKk+u6XLlyhYWFhQ2NMJs51p9dmQz+3a8k9UUjpGIRXDzms/mq21GxWCS39olt/+6RKquAMH3RKPOh3W1SVoa5ofJ+iMcM9qZSrJbLwaCyJgTRSIRDw0NcuXuf/r6+SsitZZHPV3LlktEo044Dul41PO5jaJUqhydhJdROE0JwaLDS2kqaJjnbqqqoDcZizDYYIDc0rWoHXS0Vp/Dq383bFnnbYm8qxf2VSqva1HT6ohEihg5rm9ZXGrima0IQM4x1ocY+e1NJZmpafI7nsVIqsWf3B5jmDK5wcFwDD52UWUagVwQNHppnISV4HkjhsmonsaRBOprHFODKNdngVapJKb2A6+l4eJVh+LXpa1tGSQkb0PA8DRcPDYHrSfJujH5jfWtUQ8dxwXFtbK0ygK0hgudTAxJGEcuzWXETWJ5O2igQXduR58mKk/d82WHIdBHCq8TXCIGhVYSdK10imonwqgWyKYrkPA1DDJMQlepV3u1DF4uAgSY03Dq7GA1WmHeGSWoVgepbDZiYuFInoulowiVulrBkirgoseL0c6P4PGXbYzl7j5gYIBVP0B+3EYaFLVaxPJhzXZJyGF1bZtbKQP4POZH8r7ddNO2Elpy/jmaE20bxLb//+7/Pv/7X/zqoTP3pn/4pP/iDPxj8dyt8/etf58tf/jLf/va3efnllwH4rd/6LX78x3+cT3/60w13QV+7dg0hBL/yK7/S8mN2k95L4iZoVTTZtk2pVCKTyTA6OtoRsQQ83unRoriZmpriG9/4Bvv37+e1115bV4rs9GxQo2MuLCzw7rvv0tfXx5tvvtmyUNnqOv2deN/85jc5fvx4x54Xn83WVywWee+998jlcpw/f76hWILNK0y3Hi1yd3F53dfzZYu5TA7dE+xNpkjHY0gqgjlfyDM4MMDIQD+PGggMqFRHZN3Jp4oP0XQmy1wmR7FkM2BG2ZfqYyC6NtBdtte2fevE43EG+vsZTg+TSqUYiEXI5HIsLVV25RWKRRzHRQLpZCIQZbVEdJ3pbI7Z1RyPsnkKJZu4brI7kWRfKkXSNNDrJbICI6lEXdNLgD3J5Dqx5NMXiVRV6xzPY7lYYi6bZyFfIGc5lGyHmG6QjsUZ0k32JBIMx+PsSyUbiqWRRL2deBUGh66Q6nuIrpewXIOiFyGhF/CkxPEqlSTL1YkZNpowKMg+st4AhiGJai7SA9urDK5Xnj1J2YnguhX/Km2tDedjCBvX07A91sTS2m43ISotrKpTqiEwsDyPvGOQMEpIuTa3hwyO6yHJOQkiuoep26SMMkU0Zqx+8m4MTQgsVyOpl3E9gevpWI6gYMNq2SNb9shbkpmiiY6DxEBgIjADE0qNPFlvNx4pYpqNJiuzM7bnBG7hYVzpEtddCjKxJjor2J6NJnRKnkPJk0gixDSHvHyOB/It4smBwPE6kTRZcQpMLuV5NCNZWVlGFCsfNBfdPAUvSp+xi+nyQ67n/pCyu/692U12YkuuFfz4lmPHjvHbv/3b3L59m3/wD/4BmqbxG7/xG+zatYvXX3+df/yP/zFf/vKXm74PvPPOO6TT6UAsAfwX/8V/gZSSr371qw1/r9c2EY3Y8RWmVpmZmeHSpUsAvPnmmx1/EbcSu+JXMx49erRhun23Kkz+MaWU3L59m9u3b3P27FkOHjzY1jG3IpjqRZzcvn27a/lvtSwuLjI+Ps7u3bs5d+5cU0aYGwmmP79yu+H3UpEIjzKVYV3HcUhIjT5NoI/swpGSVDRCvly/6pKKmFXVpXXrqmmhrJbKQT7dgYE+HCQDpo4RMr8UAgYSCcquy9DgIK7nYVsWlm1TLBQrW8PLJcpomBFzXfVpMBFjrsZGoGTblGy7kn+Xq7R2krpBIhJhIJXCciuDzY0qT1G9cWgusrKrz21QmarMLVXWU3Ycyo7Dsm1j54scGooync1hahrJiElUN9A0gSc9PI+1kOP1x4wl79A3dIOYvkrZNbGliak5aMIDqaOJiigxhUum3IctBBHdQQdsV5AybBCi8glUAlIipSBCGW9t1klba98BWK5JQi/j8bgp5r8THA9MkUN6lXy2NV2EpNKWLMsIScqVr8iKzArbODhy7d9lJdJWUFmfg+BBeQDb0dgXy+ACIrQm3+dKSli0JY5XRhMycCP3/x8gomWZKqeIa0UMKfA8gS50hKdVXMeF7znlkvP6iWoFIkJSknGilNGFs64b6EiXgpvgUukUe6J78cQqZa+SH0gMDiYPseIs4zoOBTsKxTKlbAFPtxFCcC83x+7YCPPWQyz5eV5M/S2i+kD911iHeRJacq0wODjId3zHd9DX18fExASzs7P8+Z//OX/2Z3/GP/pH/4j333+/qeNMT0+v+2A8MDBALBZjZmZmy+vcbp4aweS6LteuXWN2dpYzZ85w5cqVrqjUZrfr53I5xsbGMAyDt99+e0MzsW7NMEkpKZfLXLp0iXw+37K3Ub1j2g2qBRvhR5wYhlHVjtwuI0zfX+rMmTMcOnSo7WP5TK+scmVtdqkeyWiEXKmymy2TySClJBVJIt2KqLFcby3Tvc7vru2Mq8dgPMZig+w1gWC5WKZgWWTLLkMxyUh/EtPQyFoWyWgkED26pv3/2fvTGMnStLwf/j3LWWPLrbKqurp6757u2YCexdONwQuLMYvx3zZeQcjCyLLAWC8CZCTbksUHjLD8wX+Mbcnwx8IIsF7Jll9jsHkxM5h1mOmu6qW6u3rvWnOP9cTZnud5P5yIyMjMiKzMqqzuqX65pdF0ZUScc+LEWa5z3dd9XagwJAwr9qvla260u+R5iukbtNZ4XmVd0Iqjgzl0o5JS0psAP8egKBkaSyqq8IvFKKShfSKvAi3GucoAsyxYiIK5TM+Zxnzjy2mwtL/qvsfmaMKvtNX0XzXDBZ6U+FqTFCWBVtQ8D08pJIJSrRGsvoRPSeY8rJMIWVKTKTgFonKsTkof5RSezpieJbXGx6l89/4vAKdIjGZBDyvPIutwApSrWOrMekQqo0pf23skDMqYlh6SO4svZCWMnnpPrLJqImq8562oPJacxDhJJHOMnbyKkrICQkCkhhQuYq1o0VQZNZUiUCMd1qhVaKs24hiQlViqy5OtlickuTBo4WFFSbuoc8rLRq02QyA0mSlHa9fV9J/w8ABBRu58PARaFJSuxJtM3wneLp7GCZ+uyegWhhX/FKEqGJo2Q9OpGCwNaE0ewYJYZThYIzNdkiThrXZGrCKS2jv00/+HZ1f+Pr46mvnsndRJO2zfTjnnTnQ7BoPBJCbs7NmzfPd3fzff/d3ffextmrU9Jz1A9H7VhwIwDQYDLly4gJSSZ599FiklL7/88l3pKx8F3IxZrgceeIDHH3/8lk8ed6slB1UPudls8swzzxxbdzVrmccFduvr67zwwgszRfdHHd0/zvZNL++owb1HWdZ0TWuX9legFZu9hDRN6ff6RHFEMgI51jqchc3OgMj3aMUh/SKfRIPEvj6UXZo19TauU414T5vPTOme6r5PMsw5U6vjhKOT5qTlrvbJCkUtjqnFMdZa8pF4vNvtItKEBIHv+fi+t+f3W90nIJ9+PDldr01E6/19TNLpeo2iMJyJ6wghKK1hWJb085xmGMwN5A2UmquHklRNq3zGeeScYyEKWR/tj6w0ZGV1HAsx5L6H/w+YElTFikllUE7iC4EVFusEnaKOcILQ2w/WFFrtY8pc5T0l8CpbgvHOcYLcgsPi2azSi41YIyEEOIFzAufAjIGJMygkTpgqb68Maegh1oESEmuhHLM7wtEzNRreYNKuE1RTmQIBwpEaj1hV7coMQTdfYFl3CeRoGg/omZiGHnleYfGQIzH3mMGybOUxkepXvlHKciNbYDXojrLvSiQSi6VrGgSyT2oYTeYpPGGBGEuJZICl2r4bxWP0bcXCJ2bAsr/EVtGGApp6iVhVgvWdctcktuv6WNfEI6S+aLC2ROQNBpkgS9b49Zs/w4N8E8tLy3ds5HhYfSUwTOPr1UkCpjsVfJ86dYqNjY09fxsOhwwGgzueiv4g6p4ATIfdWMej8efPn+eJJ57Yc1O/G6j/MGQ87fV0nOmzk2aYnHMTuvPcuXNHsgw4Sh0H2E2HCM+LOLmbDNPYSmIMog8bYZ23rFnH3PYg4bn35lPJi1HEG9dukqYpzVYTrfUEMHlKsjkCRNN5cEu1iMDXgKM/zJn1UzXDgK15YMpVRpgH/jiqMbvUn2oDNsOAWuDha7WHzZFSTqwLmmHA9mCAzitNYH/QH1kX+DTicPJd9peUcs+69ldWljPbcQpBTXmEUo8CYB2FtSRlQVKUNKP5Xk0tT9MtcvwZDwVnG40DIu+qLGce/CJODtAYEJX2yBhFKAoyKxiUNTKnkMISiwxnNVI4xGiaLJ+wMVX7yzk5AUHxiKUBJiAKCVkZsuAnVctNWKyzOCtxwlFYTV0n1SQbFSiCSuztsJTWA5eNNEMj121RaZekqwTj1rpRDt349xiBJydJTEBTVlNoCpBqQMf6lIXPGb8DotJWISoAWiXOHSyDBOEQI2AkRYd3k6gSmCuHLzWWKoh4XJVTuSK3JZBgnIcnGpWeilVumI/tWcfQDHaBV5nSLSGSPoveCn27OXlfScqAEm0WaXmQiQ71cJHCRjSFwqbX2NqCN998E631ZIz+dowc59VXAmC6kwDgWTVmmO7k3vGn/tSf4p/9s3/GG2+8wWOPPQbAF77whclr91rdE4BpVo3dmdfW1g6Ak+lptpOueS7iSZJw8eJFnHPHHpMfgzDnDo5OH7fGuqkxqj+pqBU4us/ROOJkMBgcGiJ8t6JWtra2uHDhwpGDe2fVPMD0h69fIdJ6rpD5ravXyYuSxcVFlFJ7lrFcj7nZOXjj3hkMCTKNtZZTUYRSkq1kuCc3LdSaLrM1PyuNGptz2mahp2cCm16a0U8zYt8nz02V1xZoHGI0BZfjKYXWGq01cTyyLsgL8iKnHAzYyYoq2Nb38L3dG8+pWnxA8zSu04e0207Va9yc87mzjTqDrGAljNGqupUbV9kSBFpxaWeb2oy293IUcXMwZ333fRnpbWBKidKOwqrKE8ko8DI2iwZaFihhyYym7g0pYZKhZpzFGIX1ZMW0ODnKSxMMy5AFr49wEjdiaCZaJaer9pcQCKcrrCUtOEdSBviyT2lhrFirlFGVk3isc5yowKQUjJik6hjLrKChsz16pt2Em2pZgXB4I2H2OP5G41Aq40bWorSa1aANVmHYZS0ECjlioVLjUVf5yBjTYa1AKkFND+mYkMgWRCpnK1+g6fcnVgZaSgpb4klNYUuUKCicY7uIuZx+BisWaHoeQqQMTI/cZSz6y2zluwLuoc3xTUTpFljwJH2zTUFOXTQZ2pwkdaz6p/BkQWYtW9ag6mt88uwnachPTIwc33vvvYmR4xg8LSws3DbY+EqYkhvf705qO/r9/qQld7v1Dd/wDXzsYx/jh3/4h/lP/+k/kaYp/+Sf/BP+wl/4Czz++ONAtd2nT5/mp37qp/i+7/u+k9j0u1b3JGDq9/tcvHgRpdTMNHkhxKHxKHdSsxim9fV1Xnzxxdu+QY/ff6cn3bg1Od4vX/jCF04ckNwKhHa7XZ5//nnq9fot24B3oxV58+ZN1tfX70jcDrM1TGlR8juX3iEvDadbNTJraacjzUxZIoYJpa28TPaDVOcc/XQ+67JUi7jR7rHVq0TYWkpO12sj7Uw5M45kXAd/k10znYUoPOC7NK7Vem1i+tjPsj2tszONGsY5ztbrFNbSy3IyUxIEPsuNOoOioBVWmXd5VlkXCAShp7mx00YofYAp85RiZ46LuK8U7TmTbf7IIiAzJb19uzDUugoFtoJIahp+iKcUSgiUrNy3l6OY3Bhya8jKEuegsfwaQe1dkjym5iWUTlbZaJXqho6J0apAuEofFIipUFwqsGQdhCrBOAFWImW1TuMczhmsrUCJE5bCaDLnkzuNswJTnJpEpThn0UIgpKXEUQ3clzASb7sRx5OYGk2vCqvdG6BSCfuHtk7LGyCcQrhR3hu77x2UAZHOKAzYqQgWwciuwstp5xE3iiVW9A56T0xL5ZxZCsd2EbDoJxQjiwLnZOVH5RyBKMmdR5JF1Ly88qdylhLITNVW1NKMROQCJUquF0/QszWWvZAbaWU9UNMtFjyfzCT40ie3uz98u2jT0E2upX1aegnfQir61MUiBTkbRR9feCx5p+iZDTaKNn/c/f/ydQt//YCR4/b2Ntvb21y6dImyLCdTeUtLS8diV4wxdxyYfqc1ntQ7qQfkJEnuGDAppfhv/+2/8Xf/7t9lebkyFf3Wb/3WPR5M44fc4dS14Vu+5Vv40pe+RJIk5Hk+GZi6dOnSkTs3d6PuCcA0fQCMW3C30gcdZ5rtODUNxKy1vP7667z33nt8/OMf5+zZs7e9TLizFuLa2hovvvjiHq3QSbf6bgVwjhtxclSjyaOUMYbhcMhwODw0D++oNYtN+9KbV8lGv/1GpwIaK/WYYT7k7a1tVhcWaNb2UvzjfXCqEbM1mA0IBNAd7mWPSmtZ71bruK/VoKE9DI6t4fBAiO52Mh+EbA3mxJw4GB7yQGGcY3MfSKv5PjXfI/I1kdb0dcFQKxgZZ/Z6Pepas9XrYa3F0x6+X4XyKq1YqkVzGaSleP5ri3Ew16CyEQaTNl1aGswYdDlYrkVsHQBogqi2SWvpFYZFA6EKtKxaWgJBljfQfg89ARuVk3dj5NStUBPmLzc+NT/H2CoDzglBUir6RQ2JoGdCpLBoYfBUBXvyUlPzRr/h6PQYt88yo6h5hqGLaBtFaTXOCRQWX+YUhaM+Wo4U42NLIpxFOEVpzaRNJ8bzlJPWGuQ2IHAV8JBOjACiGA31ORwSX1VeUm3TIBCGlk4q4OXG+0hT09ku2KMCX8rJcVcSD8NOWWOQK1a8smrFjYJ4qzarwViFEyWZ9fni9hkiLyUtS1bDBbpln0GZMyhznHOcDVqEqqBnOpNJwTGI7JRDemXJkmpRVy12yopZz13BWmZZ8s+S23W65Q7P936Lz7W+Y3JO+r7PmTNnOHPmzCRodgyg3nrrrWO1774SWnInzXL1+/0TiUV55JFH+MIXvsBwOERKeUAeobVmY2Njz7p+9Vd/deaA0Rh0fVB1TwAm2NuCO0qMxt2YPJtebpqmXLx4kaIoeOaZZ+7owLqTFuI0aPvEJz6xJyPvbobl7t+GsXP4cSJOjhtlMq/GU3jOOR577LE7BkswuyX3f159d8+/nYMraxskyZCPnDtLGMdsDAaUM/ZRuT8qfqpONWoTcLS/PCnZ6CWUo2NDK8ViLcRJ2B4OZ4LScZNmqRZzs9s78Pp4nfOm31pheAAsASR5jhKCzX4y8YkKlKI2MpTsGUMO3NdsMchS8qKgyHMGSULN83hzMEB7Hp7nTXQ14/XNA0TLcTT3tdP12txJu7PN+mzdkurTOv1lelmIUzkNkVM6g3OCflGvWl5jbmbUohOughwSXfkljfZ5qEAISVJ6DF2MEwJfFuQuoO718KjE6EKO2l9OkFtBNHVcTSwcnCAtQ3zZQ1ExL0qVk/aaxeG0x1q5irRQV11qMq9aiEBaCBpqFxyOfx81msJzDryROH28Ti00tjIXwOHYyWJq3hAD+LLA4LiatTjjt9FCgICdvEbdG1SM0hTPZbGokZNUaS1a5viyZKtosRr0RoycG61fYa1DoHip8xg7qWE7q47TK2JA5Esavk/seXhSciPr0PQaFK7OkheQ2A4DM2DRW2SnaIODjstIBzvcH50ltVuU5DhhyKxjaBu0tOV69gbvpa/wYPTRA4eFEIJ6vU69XueBBx7Yk8M2q33XarX2gJOvlJbcSYK26Sm5k6j9naDp2m+502q9P3YQx617AjD1+32+/OUvT8bSD9vx47qbgKnf7/P7v//7rKys8OlPf/qOTxQhxG1NoGVZxsWLF8nzfCZou51lHlazAFOaply4cAFjzAfiHL65ucnFixc5e/Ysvu+f2EVrP2B67fom61OtLWsd3W4XYwyLi4v4QcjaTg9fa1YbNTpZOrEHiJVkpz9EqtkXM3MImFquxXscwUtj2BiBq4U4RBo4U6vTyzMGU09kUux1695fs0DduAJPMUcuRezpyVQfULW6RuvxrKOTFcRSEyiPpSgm8HQF4EzBVr9Pf5jS7vVQWk9iW0TEnviYcSkpSe3s4zfS+kALbwzBFsJwDpAqWbjvBRJjYOShpKQht5rU+Gjp8EcTZMIqrHA454hVWjlsu90A205ewzhBz6gK3Mi8EkC7Kitt/D5HNfYvkDgsda9ASjFhgISr3LEdVatKjABOFaQiRsBC0C9iYi8BSpCQCp92WccYQV0klEiWgj7OghRVW0YiRrtV0M8jIi+lchV31d4SbhTXYkfAW1cWA85hcEgUNZWzVSwRkVL3UtzIz0ogRzEtDmx1o7bOIRy0yzrhCJwFOuFa2uCM3xl979E+EYJ+EXKh8yAOhY9ES0ehSnTh8V5WObwHSlH3fDJfoD1ITIFCsxo2KW2OFtX5PpZhdMqU1PisBk0GdpNeuU2kFrmZdjkbnuZi77c55Z8nVrN1lZNjb0YO22Htu7IsP3CG6aSHnE4aMH0Y6p4ATBsbG5w6depII/rjuhsaJjdqO3S7XT72sY9x7ty5E+sXH9eXYhwvsrS0xNNPPz2zf37SXhf7Ac729jYXL15keXmZj33sY8c+We8EMDnnePvtt3nzzTf56Ec/yrlz5/jyl798Yt93f7vw/7z6zuS/y7J6+lRKsbi4SD302RyBmLwsubnTQwCrzRoGS9YRkyf+/bUQhYdOvyVzPJkAfK32MFOtMCAOPcpej1NxxPaczx7WxtsfyzJddd9nfc5rzSDg+vZgcj5MfJDSjOU4YmuYg/KJ6j6BsUhnoSxQacLOMCEIQ4IwRHmVK3ZqShbjaM50G9SDYKZLuBaV59CsDLlg9WUKtVMF3gKxLBgaj9IpPAV2HAXiJEZUo+6l1UReSeEsFmjndYzQlFaw4A8QogK8cjQdZ5yk5qWMLSPtqJUFjmHp0/JSpKt8qgprYRRZW1pFpIej6bUqc65kHJIrRn5GU95LQKQLnHIYI+iXDfI0ZsXvoGWx59gVCDKjiT0xaWlBZV3ASIeUG02oBpgxCzQCVBKJr1JyJ3hnsMSZuD3ipKg+66jChy1IRpl5zkdSTpi6hj9kq1xkUW/v0bVd6D5OTTXIRVY9NEhJWir6RUkgYpTKySjJzJCtdIi0AVHgiLSmk2fEWnN/tMzAprhRkHBiExa8Ja5lbepqgYa2WJchheRm1qOp61zofZ5nWt9+rGv3/vZdkiR72nfjUPYx0Dqp6bvj1EkDpiRJ7snR/7tZ9wRgeuSRR44Nfk5aw5TnORcvXiRJElZXV+9IUDyrjsqITRsxPvHEEzzwwANzT/yTbslNT/ONt2FeeO1R6na3bxxi3G63+exnPzuhb0+qxQd7GabtfsKla5VRZZZV/kRRFI1EodCKQpJsLzhxwGZ3QKAVJnfcX6vRKQryfb9x4M0/BZfrEdv9+fqk/a/10oxemjFIStJayalRYO+wLOmMAnTH321eRb6ml8+ml2qBN9cHqbJFmF37f5GKaZMor2rlpcMh7Tyn6O9QmhKtNK044kaaE/jVe7SUVdaZFESeJjOGs7WKUbXOYbs9FsOQVi2mW+Q0/ABH5c5tnaOsX0ZGaygBCIuyiiEahEMLQWktdZ1WQusRUAGoC8nAQLdsgnRo5XCuIFAVw2IdYCVmJOEpjEdD5TAyfNyzH6xGIsmtHbX45ESYXdiImq7auXsCbEfviFUxmrirWK9dBRHkVtMIhoCj62oUeUhD9Wh4Q5yt9GihTEbXl6q1VnXYxOT/E9Og4Q8mwN6M9pvBVPojLIVU3MiWOO130cJMLAVGfBUWR6/w8eSgmvITFduFg0ilbGbLLPttpDB0yhqvD85hGRAT4mRJYewksNoaRVJKNBGBAKlyfM8wzKFfJGwMEySCd7wOfi44I+os12IGpkfXdPCFR99k9ErH6aDBoifYLrbolkMG/Rss60t8pL7XxuCoJYSgVqtRq9U4f/481lq++MUv4nkeV65cuWX77m7VSQOmfr/PI488cmLL+zDUPQGYbqdOsiU3ZnMWFhY4f/486Zxpnjupo4CHsix58cUX6XQ6RxI2342WnDGGF154ge3t7WObQe6v2zGuHAwGPP/88/i+z7PPPrvnSe4kReTT4Ov3L7+HtdVTZZIkNBr1iXO7FIKdecJqYKkec/W6Zb09IPA8zrbqpMawMxxOTC7nboOYz6Yu1aOZFgUAzVDTS3NSs7tvA6VoxiG+rxjkxZ7R83HFvjfXWyk+JLKleQgrtVKL2ZxjRHmqURlfelrjaQ1xBX7yPMcTsNbpgGNkW+Dh+T6B59GVgnTfA1QnK1hE8F6ne2A9NlrDb7yLlnkldB5Nvmlhq4k3HFgP6XLMqIUFYIxP3wh8XUPLal9ZJ3BOUdNDKt12ZW45BlihFNV7pmwERkP5BDqjmBJLV0Cj0v2IEUAZ64uqJp7AYOkXATWdjd5fRZTIkbWAczAsI/wgBwdOOLRIMXhsZi0CUWBdTqwHVVqdqz4jLSMH8wo8GWdGDvRi4jE1brtVGyxpqhKtSraLBrFIqXkVwJwO/01MREMOUKKyUjBT52PoDdgpFmjoLhe3P4kyMTUtGZqsmgYUjmxyvTKEIsSpEgOU+GRD0AKEtpV/FY6kKOhkli2b8U7Wp6F8zsSSpVADVWTKet5HWsHp6BTdcgOD5Q87f8DZ8DxNffvJB+MaT6bdd999rKyskOc5Ozs7bG9v88orr1AUxW1P3x2nTlpHlSTJiQWjf1jqngBMt3NwnURLzjnHO++8wxtvvDFhc959910Gc4Smd1K3Ani9Xo8LFy4QhuEBoHDYMk+SYcqyjDzPSdP0tswg99dxGaaNjQ0uXrw40zV8vLyTZpiK0vAHl9+j2+1OLnzeFCu03IgnE3Ozqp/mk2WV1rK2U4GcxThksRlxrd3bc1MZV83z2JoHphyHWhSIiXZlt3Jj2OwNWG3WaPeHKCFZiEJ8T1WBrSOX7Xn+Us0gmNseDHyNm8NKzdNK+UqxNaMtKIXgvqVFtpOEpaUlTGmqYy7L6A8GrMQhbQee7+N53gSUKClIyoPb5/QAb+UNPJkiRgDBlCGRl+CsJqcK/PDJKa3AjTLjBsUCuTU0/cHIj2hkSAlkpSYaxb8IACsQUiDQKDmYRJ0IxCirDXqFou6lI7Zm9KAwdn+wmqaXooVCCYkvFYFSRFoTKo9QnkaILTypqpbX1PWwKHK6SBaX59t3xPIcWvTA3qS0hswaMlMyzHOGZUE/kyyrFIcEUWXXTdsRWBztPCb0hlgnCVRO5jTDrMWS18Y6EFZgnaKu84lvlBYKO+KgnKv+56k+N9LTvJmcIbclaSFRQuON2TMMThYVeCKjTkTPDEe/sURIgW9bWJeDKEDlaO3wXMSwyBkWBespaNel4WlqoaHu+dR9j15pECwSyIzUJvzuzuf5iyvfcSLgZXpKzvd9Tp8+zenTp2e27+6WeebdEH2fxJTcV1L90R/9EX/n7/ydA3//2q/9Wv7jf/yPt/z8PQGYbqfutCVXFAUvvvgi3W53D5tzt8Tkh7FB43H9hx566Fiu3SfJMI29pgA+85nPnMiJeVTANB0ePM81/DjLO0qN2aovXX6P7tYW1lqWlhYPfG9r5gO0pdr8llonSTHGYnPDmWYNJ5hEiQA0o/kAZbkRz9U9xb7H9Z2SWB8Es77SE5sB4yw7U4AlUJq+yTgVVG086xzDsqSX5wR6fmTLYZqnU/V4rn/UYTYC5UjoLQCtFVpHxEQ0Ap/Nfh+X5/T7fZy1I+NMn7rWDIsSPQVmHQXy9EsYMcSTpmIksgaRTsmdRI9y2oxRRF6GFY5uFiOkwomcQI1CadkFSw6IZLnHGLICQJKk8FgIMqSTlankSAdUzd4HKJcjRwaOWkhCpYm0R8tbpe710HI2O6CExbg5gMh5oLrAwpzXBYndxLqcUJ4jUkM8tU3d8yGs2AMlz5EUN8iLKv8wz4vKlFNJjBQYAb5sgYDCGkpr8IUDz7CenWLVr0b520WTyOtjcHsGGaSQKLE7nfdG/yzWSCwG6wwFkAIeGqFAOZ9IaIyzDIqyeuAQbmQUCikJymmU0sQuoigGFH6OcGqiZSqFZSc3dHNJM8i5Ifp4ssOit4TSJY81lrmZ3eDVwSWeus3W3HTNY3dmte/G03cn3b67G6LveabD92p98pOf5Dd+4zcm/15bW+Pbvu3bjmxX8KEFTHcCbDqdDhcuXKBerx9gc+7m9N3+m/30uP5xolYOW+Zxazri5PHHH+fy5csn9hQzBjiHOZxPtyFvFR58ki05IQTD4ZD/8ocvkBWSR8+sIrTcE35bD/35gm3A0/MvXsuNiO1eBVjGDFWkFY16TGpKtg9p8x0Gl5thwHVgVrTvUj3ixhybgcVaZXC5P/hXCsFqIyIrDVJW+p7cGJKiJDMloa/pjtml6Q1zTLVX9lbkeXOB1OlGfWa4rgOkUvi+PzkfjanYpwjHRp4jy4LAD/D8yrrArb5MqVKaqlIT9dImDoOUJVooitHUm49jYDwSExBog7WGwioW/GwElna9jJzxCNSAsX+RFpK8LAGLwCBGIm87slmSIx3PuVhxKlpkKYwmcSfjilWN3M7eH1rUKN1sYAmgaIHozH3dk4tktnLKTm2bFKipB/DZAqrjrrAJQkqCICQIQsBRloZiBKCy1HJWJvh+hOdVzF5uDYOyoOelbPVP04oGeNKAY7dlOGLrHJXWq7SWofG5tHMWLQVNVQPlKJxhaDKQjkgE9MyQdHTseFISiRiFoHAZpciRCCKlSGxB26QU1uIVHgt+iJYlpcgpjEEoQ0TEZj4gJMTTGUmxgXGKd3odFr2QzvAP8FaXeKx1ex564zoquyOlZHFxkcXFRR599NETbd/9yZTcrSuKoklES57nfO/3fi8f//jH+Rf/4l8c6fP3BGC63ZZcNiOv6rByznHlyhVee+01Hn30UR5++OED677b/k7jGg6HXLhwAefcscf1x3WnjEue57zwwgskScLnPvc5tNa8+uqrJxLhMt4+YO7yxnqlIAiO1IY8qZbceBry7Wtr9J1HoxHSHplOLtcjhBZsDhLqQUB/OEcErTVb3eomOGtPzWITBmnOVrvL2cUGIYrlRsSgKOimu8dx7HtszWGtlJTV9NusFTr2LGe6BPNfk0Kw1h2QlweP+aU4JM8Mq2GMkpJ2UYKAOI4ItWYzSVCISiM0VY3Q3xMUPC5Pyblu32ea9QOMlFKKeq1G4GnkcEgcxRhjGAwS5MIaNa+DdlXTrZvXkMoQCoMSauKn5KwkcwoNhLryY3JYxMg3qRwbJbpKCJ6WEMrqv7WQFLZqwEmnaPoZCIFGEChN0w9YCWMWvCUss0GNQFLY7ZmvAShRp3TzW75uxHzNK8FBZmpgtkhQ1PWD+G5A7toHPjWOxIkiUKzSzW+Q5wVJMsAYW73me0ReSCvOWF16GuH6FHaHbpExKHOGZUlSFuTWUEXGSK4OHiPWMakp2C4ymi6goGKVPDQgqMtRG05Uk4SFzfCcphRQ0zVCpTCuQDmNpTr/nIB2maFzDyl8WqHEiJRcJIQuJHUZaaGIRIASFitydoohSS/nX278V5bMR3hq6RRPLa/w5NIy9WO2yW7XuPI47bvFxcVDZRAnqWEaG3l+2Fpy0/UDP/ADXLlyhS996UtHboveE4Dpduq4wKYsS15++WW2t7f51Kc+NfHfuNPlHrWm22djb6HTp0/z1FNP3fZJcCctuXHESaPRmEScjAHoSQGm8TJmgZz19XVeeOEFzp8/f2Q7idsRke8vay2XLl1iZ2eHtUwSRXvzyXZGYGWlEYNxc/fFYi3iZrs33rA92+UrdUCflOc53U63cr3d2qaXlSOhs8dio06zHjIoCuLAm9+qq8cjr6iD27PciGeaUQKs1OebWK40ZuffQaVdmo5d6Q+qUNjMDWnGAUVmJt93POlWDz0KY1mt1abG5Cs2IvA06Qh0TQRCbtTKEXCmXp+IkMdG2YFWJGXJgtYs1htIrchFj8HKNoUo0ZRsZ0HFPJSCRpBhRlqltPApjEc9SEbLrDyRAGo6rwJtR+J4MZqei1SOHumXzAgE4BzORiyEGYtBWOXdTR2vngzJ7GzAFMhFSrcx8zUA4+YzjdUkXoeZac1U+67goAi+esnQKzcJ5Dm0iMDND5S2wuF7/igvsIaxZpQpWBmTOmB9u40KCpbCFZaCHZaC6Qc8R7/I6eQF73Se4b7AcCPpklPikEQEDMnoFrugPRQBoZZoKchdgRUWz2h6ZU5vJE1VCBa8OkPXQwiJwSG0QeKznmZ4+ATKgcxRQqKVwACFcdRdAyMGFZPl9dkqr/NHN3L+6MY1hIDzjeYIPK3wcGthz+95YF9OWQrcSd1p++6k41mSJPnQAqaf+Zmf4Zd+6Zf43d/93WN1bv4EMLErqB4zGYeh+LvNML355pu89dZbd5yFNl7m7TBM165d49KlSzzyyCM88sgjE0AwnXl3Uhqm8fLGJ75zjjfffJO333772HEzQog7+m3GJpzOOc6du5//fvkldDib2dNCsr7VZ7EWEQSK9f5gD4+SzBm/h6o1tjYGIQ6S4XDyNLfYqJFkBa3QUOQ5WZpxtT9AKUXg+yy36pyp1SmcYWeY7pl0yw8bcjgE31o35xhxMMjmCL0P0TWt7ANnpTETp/LQU3u0WuMKPY/CJjNF4mda9ZmgbewQ7nB08hI3TJFaYM5eAJkhSo9UCXxdib19a8GBwdDNYpQEf+x+jZxEnljjI0ehsTjQSJwAW/rUvSGmsi9CIvCkYll7PLlwFuXPaiUqjMsrCkQcBPPjdcwqKWJKNxvwAPhymdRdm/u6JxfmArVxpa5PaQbE6n58NqnURHu3YdzSG5eSChUqwjAkzTKSJANvSJIN6fU7xKJOLe7h+x5ae5WLthdwX/wsf+7stwLVzf3FnTX+ePM6lzobvNvdwZMBnhRYLDklpRX0ioISgy80dU8TC5++Tat4FeHYKlJsLmjpkEAJjCgQWHypyW1JYUBZjwBJplOUFGilSFyBb+sEoiQjoQhvoso60oY4B70s5w+vX+N/vv0WodY8sbg0AVCn9rH942vsSRtXHqV912q1WF5enphnnuRU24eVYfrt3/5tfviHf5hf/MVf5Omnnz7WZz+0gOmoou8xODiqoPpuASaoxN3OuVtqdY5ax23J3SriZDrC5SSeZKYBE1Qs3wsvvECv1+Nzn/vcsQWHd9KSa7fbPP/88xMTzt/64gsMspJWOPv9423uDlIYVHqmei1gvT+gFQdzxd5QhfhCddPt93rkec7CQgutPRqhT5IVE7FzFEc468iLgpqCq2ubVcyF5xGFAauLDbSvKZ2dCLorU8Hd9dVCf24brxkGc/PmVhrxXJuBxfr8UN9ZppEAtWC+8WUrCmaKwOuBPxNgOarIkbFv0HiN+dJlvCAlLQWeKtGyshHASZpBRmolg7KGVobSCLRXIKygwFTaGyqPKI2iNFW7rXQOKcAaSaksWihiz+O+Wp2lYImNtYTcxfhiceRdZCldSelyNAFd2wNqI6sAjRSqMnlEYdAo8QBKFAjXx7nu5BrkiQaZm6+RY5RBN++KJUUIc1qBAFo0Gdpq3yZmh1RENNUSuOtTy2gB6/O3ARB2iSgWRAQ4Vx2rebpKnl+pMgW9Kk/wlPjshJFVSvHVK/fx1Su7AxzXB13+cOMqL+2scam9wU4xJNQBWsLQ5uzkOc5ZAukRKp9QC3IKBrIkKS3GVuG+gZAoIZBK4EmJc5A6S8O2KExGNnJzL21JKQpCEVPzS3Rrjbj/KA0/ZC0ZTI7jtCx5YWOdFzaq/XAqjvnkqVUeXVjiI4tLyLHZ5112+j6sfff2229jrSVNU3zfZ2lp6Y6mmMfZnB82DdM777zDX//rf50f/dEf5W/8jb9x7M/fE4DpdjVMhwGb42bTHXW5t1OdToe1tbWJt5DnzR8RPk5JKckPYTqma8yuWGvnaqb2A5w7rfHvaq2l3+/z/PPPE0URzzzzzG2N2t6uZuvq1au88sorPP744zz44IMIIXjx6tbc94e+x1ZvL8gYpDmDNCf0Na0wYJDmZCPdz/TxuxCHdJIUayydbuUztLi4iFQV2OvO0EQJKQgCn4VGTKn8SpCb5yTDIW/0eiilOL1QJ5SaVrOGSBLQagIi6oFPP5t9HMS+N1e/NK+kELSHsz/TCPRcF/Fa4NEvDm5H7HkzQRFA5M/+zJlG7UDGXBltoBobDK1BOo2WBbgqkiQUkl6hKYTEU5WrYuQ8AumTGTMRJxtjqOmUwuyqg7xR7EekM+r6FI+2zhHokKEdsllmpM6j4zp45cHztqYWSGzVmq2G5guMq1i7SLbomr36JSkWCEQNX2qEU0AEzNifTpKP2aM518fCzhb4766rBuwCMuty2mVesU1iC9yQwt3Cc8457NTqhRAEvg++oSY/iSvfoygzisEKF1+5judt7Bmpn77W3Vdr8ldqH+WvPFRlve2kCV+4+S7Pb93g6qBDpxxW2XnCYoxja2StYUtJ5CsipSmcobCW1Fl8ExB4EqcKnDUkZPjSw5gq0NiqDG0DUnLSFJZ96Ps3obyP07Uaxlq20+G+HEiHJyVfuPIev/XuO2gpeaDegKTP48mA883W4fvrhGpW+26sxRlfz2q12mQ/LywsHKtlOLbO+bBNyf3Gb/wGm5ub/PIv/zK/+qu/Ovn7h85W4Lj6lMN8mAaDARcuXEApdeRsuunl3mqy66jlnOPq1au8+uqrtFot4jg+MbAER2/JbW9vc+HCBU6dOsVHP/rRuSeWGHnAnCRgEkKwsbHB5cuXeeCBB3j88cdve78ed9ustbz22mtcv36dp59+ejJa2k1S3lrvMK9XshCF3Exn34zK0nJ9vYtzcLZVJzEF2+zqtCLfY6vTp9Pp4HkejWZj8n2X6/EkYmV/hVpPpuom7BMRzjlMWdIZZiRplxub2wjAzyynllq06hHOCZpBUAGjqV3rKzWXQWoE/qHM0zyAo6Rk1i8Q+fMn4+qhz6B/sPW3FEdszPA887VmZx9gsyrHrLyDwVDkEY2wj3BiFJ4rME4jlEU7QWkcxkFLp2SmMgyQI7YGfLQsqv92lSVAO41Y9Rd5ZNmrnNNJGZa7QEKK+cecmRfKByhx8Fy3zjJ0PXLn0XUlDk0k7yOSGkWHMWPkqYWqVTbnmqhFk/wWgCmfo4+q2KaAljpDYd87dBm4EKP6wMEb68BuEun7CfUGDy/+NeIHPjHR5Lzzzju8/PLLNJtNlpaWWF5eptFo7GFpFsOYv/zQU/zlh54C4Oagx++tv8cXN67xRm8L7RyBlvREztBYysJS1wGxglKUo/0p6aaVJsqoksTmo3gYCGxMqCQWSU7OVpEiXUZexvSL6oFRCsFyHOFLVbmwW8f1qSnO0lpe39mmPejx1hf/gFYQ8KnTZ3iwtcBTSyvEJ3g9P6yklEgpOXv2LKurqxRFMWGfXn311Un7bgyg6vX6odfZMWD6sLXk/vbf/tt84zd+44G/H7WVec8ApuPWvJbczZs3eemll+aaH96qxmDiTttSxhguXbrExsYGTz/9NO12+8QNMW/FuNxOxMlJeh2NQcRrr73GJz7xCc6cOXNHyztOSy7Pcy5cuDAJLp4+Yf749Wsjo73Zn03msDUAy82I9Xb1O66PTCpbSrMQhwwtXN/cZqfdoRbH1TqndreS8/d9qxay1j7YshJCcHZ5gY3egDCqURpDr9ulKEuu3lgnqQUkVuB7PlEY0IgDPF0Fy2otud6efVOthT69Od9zv8v25DO+pp1m1GoHz4tmFJD0DoKiuu/PBlKOPczFdC1GITenblqekugHrqP8jKyMCbwCJSosYSy4sgZ6gDW7enLpfJzr72lpKSHwVcU0DYoIqLMcah6saaLcp9PZQkqJ7/t4no/ve1VbTQ4QHGxdaBGQmc7cnllxyPRbIJskpmI5h7bHcHTK+fIUsYxQTgI7c1tyihiYD5iUaJDa+XYF1hUMrATO43ETmK1ls7aJEPNZqKHdpqbOU9efRAg5uWE/9thjZFnG9vY2W1tbXLtWnXOLi4uT9+x/kD1Ta/BXH/4Yf/Xhj+Gc46XtNb5w8x1+981XKMOAXJYYDM76DE2JRlDIAl/oKhvQaTwkzlqMyrBY2qXBWEdDhQS6AlM9brCYPYhEY52jVxQshYrNdEioFWfqNZyDnTQdRR1VXGSoFaHS/O/33gXeRQrBg80WH11e4anlFR5stu6Kw/e4pq0NPM+b27575513JjmY4329v303GAwIguCOH+DfeOMN/uk//ae8+OKLnD59mh/6oR/iO7/zO0/8M0etZrN5R3KXDy1g2t86G7MJ165d4xOf+ASnT5++7eXCnQGm/QxXGIZ0u90Tb/UdNiU3zmPb2dk5UszK9DJPAjAVRcELL7yAc46Pf/zjdwyW4OgM03gCsNlszgwu/uLlK+zeWvdWK47oHKJPsvbgZ/qpwbWHLEQeWX/AqaVF2Mfi+UrN1RkBB7LqpmscmIqo2CepJGEY4vs+NS0ZtHv0+326vS7bnldNPPk+zXqEMoJa4BN4GqWqibDSOHpzWm5L9fnBvaFXTawd+PshsSpx4NGb0XJbbdRYH4XrKiEJtSbQitCrbmKna7XKDyov2PDfQccDBrmPFCW+TCuwVGoyG6LkEIlDspsTp6mm8dTYXwnIS0VWKgK1QCMQPNxsEunqhtFoakKzRFGUFEXOYNCn17M0VAtHibEGve9yGsk6QzsnC1DUyA8BLPPYzdym5CbFkyFKnMaZDMdB4fdhVgTVPq0zs9U3VZlNKNwAXy5QlyXO7Rx4T3GLZQA0vY8gZsT8BEHA2bNnOXv27MTKY3t7m5s3b3L58mWiKNozUj/NfAsh+MTyGZ5sLvPRtYRPPfM5fnfjCr+39h5vDbbQzsOKqvUqnAQrQRlK4XASIuoo5yhsgsMxKC2uVATK4VROUdvkIR5FIlkfJtwcVL/VsCwZjo5xgWApipDGoAdVVM7aVCC0dY63O23e7rT5tbfeoBUEfOLUKo+0FnlqeYXGCQf0zvNhOmz6bn/7bjAY8Oijj9Lv94nj+I4A3tbWFl/3dV/Hn/2zf5af//mf5/d+7/f4q3/1r/Jf/+t/5du//dtP7DPvZ90zgOl2W3LOuT3TT88+++wdTRKM20i3C27W1tZ48cUXDzBcJx1jctgy9+exHUcceBLb2e/3ee6554jjGN/3j9USPayOwjDdvHmTF1988cAE4LjeubGNKiu2ZJaNV+TruTLayNdsdee0OZIEWShkUEdbzXIjxghXtcQELNajmQwSVLqnsQ/UwXV6E6uDPeWqVleSldQb9Wo6bGT0mOUZrhhypdcd2UXsjRk5vVCn3S/QUhB6mtDTaFXlZfm+wpeqEje7ytHZWAMSdjpDtJSokdAWKuPCVhSw0R/gK40UohLkCkHoKaypwI8Q41S13S5TSwekZUleGpIyJwEW6tEeh/JEdyiaN8BJpHSjfDjBMPcohAJnCFU5io+twJJyHqHXx41MJkvr0c8rc8SFMOW+ep3VaJcxqqk6uW0jhJwYZ9ZqDmMsYRGwk1THdDJIRrl31f5Ezb9G+DKiMLN/b4EgPWS6LVANMtujcJC6IaWpU+c8mjaOLlrUbwHGuKU2ScsWyWj7cpuwYxUtfT/CXZ28R8klDGuHO6kiWPY+dei6oLqujp/+H3roIcqynEyEXb58mSzL9hg6jltK42tRIwj5tgc+wrc98BGcc/zxxjU+f/Nt3uhusZ73Gbqc0Hr4UpK5grZL8dCUaBY8H6cLMJKByYhdTOkVvFm+S1wsU/d8VvyQwlh20nTygOKozoHCGrZsyX1ScCaqY52jPRyST10nF8MA4+B3r17hd69eQQh4oFGxTx9dPsVDrTtnn45qXLl/+q4oCnZ2dtja2uLHf/zH+eIXv8gjjzyCMYYLFy7wVV/1VbclaP+3//bfUpYlv/iLv4jWms9+9rM899xz/PN//s/ngp/b+cz7WfcMYDpujVmDtbU1Xn75Zc6cOcOTTz55Il4ZtyP8ttby+uuv8957780cl78bYvJZbNAYsN1///088cQTxz4R7pRhGgOW8VTi7/zO75yoJmoeYHLOTfb/Ya7pz12+xubOgCIvWfI9PKUmjtVSiomOaFa1ahFr+d42iDEGY0pC38OLGzDy9dkYte3qoU+zFlDY+b994M0/TVtxwLCzl30auxs1opBBNvaCAqUV0Uj7tNKIubbVphjFjIynmXzfp5dU63PWMcwKhiN2K/Y9Bp2SWezH6YU6a+loLF/v/p6BVmx1EqxxWPayT3GrNtPA8nTroEklwKlGjfWptnVBTnvpLeoKcldZB4SypJcHWOnQAhBm5PdUBe5KIchKQ6DAGE1q6ghpULLkfNzgoYXmASfuQGoO+nYKtNJ4vkGkgmajOZoQy0mSBFNaEr+D52t8z6uuR1M3xNLN1zaFcoGhPcjmjEuLkGyq3eaEoV1W4vGaOkcDj7GL96xSok56K0E4EbD7GzgM7XKHujqPxxqQ4whHe2L+jb6uHyJQR4udmC6tNadOnZoM48xqKY2BE+ydUBNC8NnV+/nsamXL8nZvm/917Q1eaN/k5rBHVoKSPrH2qrZckeIZSV1rmkqRiZxOCcIOEIRQMBk8UEKyEkYESiGE5GqvS57nCAGpKbmZ9Cf7ZCmOCKTCE4Jr/f4uE0z1UPBut8O73Q6//vabrEQRjy0u8fjiEh9dPnVb7NPt2r14nsfq6iqrq6v82q/9Gi+++CI/8zM/w9WrV/n6r/964jjmm77pm/jmb/5mvumbvunIVi+f//zn+YZv+IY9DP63fuu38ku/9Ev0+/2Z+qjb+cz7WR9awDRG6y+++OKh+WO3U8cFN1mWcfHiRbIs45lnnpn5o98NwDS9zDFgePfdd+9IL3S7gGl6/Z/85CcnLdGTMJu81baN23+DwYDPfe5zc0+60lheeLMy8LMOdroZpwPHfYt1bvYSVuq7+qRZle5rmxV5QafbqXRGK0v084PblqQ5Sgj6w4zleoTUgvZwOAFpSsjZDNKoenNCeJ1z9JLZN2UlJe0kI/B9At+fTIcVeY6H4b2baxOtzpgtEQLqccCgc7A1KIWgncxmLBbr0Uz7gTiY3aYTQtCdQe0J9obrOhxbS28SaEMhCygFwkoSE2J1iS9lZVDo5TgLVliUkJTW4gnoDltIZUAUaKH4+NJZlqNyZiNsntaophoUbmu03aBHRqPUIHJNevlN8jxnOBwiqAKDfc8j9BtkcwwlAaQ4/LJcTrFD1amzC1gGpkMuW0juoyZznNs88HklGuz3W9pf2Zyolr7Zxpct6tKS2vYtz90V/9OHvn7Uikeav/vvv39PS+n69coC4Y//+I/3GDpOA4eHG0v8/Sc/C8DNpM//551XuNRd50raoVOk+NInEJJ+mTM0BbEMQJY4Yel4O6zqBqZUJEVBKwiQQnB90Mc5R9MPkFKxneV7mviVs7mgX+T08pxYezR9H+McO/sm707XarTTlD+8fo0/vH5tL/u0coqHjqB9cs6dSDSKlJKv+qqv4i/+xb/I66+/zh/8wR/wh3/4h/zmb/4m/+bf/Bt+/ud/ns9//vNHWtaVK1f4+Mc/vudvZ86cwTnHtWvX+MhHPnIin3k/60MJmNI05eLFiwDHsgw4ah0H3Ozs7HDhwgWWlpZm6mXGdZJi6v3LzPOcixcvMhwO5wK24y7zOFUUBRcvXiRJkgPrvxuBudO1367gMBHjq++uk6T7QE9pWdvoE4ceka6Aw6x7RDMK6EyBhuEwHT0R1cjSjKI0zOtd1EKfXpKx0xtirUUIwalmjNQSoeDmnFbdUj2amzm3EAcM5lhKLDdi1qeMIAWglUJHEasLdWS7RzFyce73+1hnCTwPU+Y4qQ5clJcb8UymSAox17KgGQUk3YPga7VVm8ku7f/7Tv0qxu8R6BJrJaUzRELjdFbljlkLtmrzWVE5chvjyLIGoZcjdcV2LQYhj7aWOB0sMDAHHbdrqrY7vr+vPCkpKs3vwde0JpQhYRjinKMsywo8pSnDHRDREH/UvqsCg3ePjcOm27SMyPa8vnflWgSkpgcCEgt1eT+RHOzRHxWHsFvVOnbbcbMqtwkDVtGiBrTn3syVCFn0Pj7ztTup6ZbS6uoqzz33HOfPn2d7e5uXX34ZY8wB8fh4G8/Edb7/o58BYGM44Deuvs5z29e4krTBeIRSIaTDFxG5KSid4Q1xhY94DxLpGE9KMlNOgGI3z8iyjKEtOaUkS0FUTVw6x80pNjQpiwngV0KwHFUslRKSK7294Hk/+/TR5RW+/5Nfg3cIGBpf904qGmXM5vi+z9d//dfz9V//9fzET/zE3Mnzedu0/3o7nQN5Up95P+ueAUxH7e9ubW1x8eJFlpeXkbISv550HSVyZHoC7YknnuCBBx449DvcrZZcWZb8/u//Pq1Wi2efffaODSePC3B6vR7PP/88tVptJmA5ScC0X8O0sbHBxYsXOX/+PE888cQtj6HnLu+KZ/e/1xjL9ZsdmqFPFHvc3Df+Xwv9SijtqotNmqUstFoV42BKOkk291js7xNYO+fY6lRP+CutGqeiGKUl/SynPwWCtJpPvyspYM7hNCsXDkApyXZ/iBx56UyzT3VPcnMEpJSSkykxz/NHk0IHa6URszbT1Xu2S7iUks4MsbmvNdvDXWDY99oktXVqSiKconSWIvcIomr/C6p9WNMlFodCkmYRQyPQDpywaCG5v97k9MiYz84ZsQ+kP6MdB+CmfI72zqoJJ/Y4bAshRuaN1bEfLjTpZutVHE7aA9zE3LEeLFEw36wyEHXKKaG1c3ttmHzZJHO7HmJ926FvoKnPE9BGCkNq57NbcLAdN6sMgm7ZxRVn8L21me9Z9D6BFCcrbN5f45SAM2fOTJiIfr/P9vY2GxsbvP766wRBMHHDXlxcnFwDT0U1vufxr+Z7+Go20gH//d1X+fL2Na4NOxgJAk1mLJ7weMNep1ku4I++T+BrFv0QYx038rzSYPkBxlnWRgHdS1FEoDRJUdCZYk2NtXhKsZ2mpKak4fvUfX+kkRpOWndCwDc++Ajf9shjh0azwC6YOCnAlCTJTNPK49w/VlZW2Nra62e3ubk5ee2kPvN+1j0DmG5Vzjneeust3nrrLZ588knuv/9+Pv/5z78vQbn7a3oC7dOf/jSLi4u3XOad5L7Nq62tLdI05YknnpgZJHw7dRyAM9YrPfzwwzz66KMz1383GKbpY+Go8SpJmvPKu/su/FMP7wv1iPXtPv0kp5/kLNQCglCzNmJWuoMUay3dThc7Go8eX7xqviKZ89Mu1CLac1puvqfZ7iV7Ju9acUAcVWnx84TgWgraSYY3Q8xfC3zac1ip5UbEemcvwBmzT1EtpuWqJ+eiKMjzgn5/QKQHvNdXeL5fgdWp3zibo8taqEXc7B5kUU4145ns0mItZDtJOVWLMaLkZu1dpJNYkWEMpIVPrFIQDi0UhTNgFUrnYD26aQ2jMoSQhF5OpDSPLSxNPHIiETKcAyIOb8dN6YymDu1INclnTJRBFdJbyB5BEEyGLcqymrzLsoy0vQNhMgGk42iRce3Xge1fuZkVcyOga9qAYEmfR4grODffGmNeO253cZqhaQMwEF2cOU2NlP3WA8sn1I47rPbrdoQQNBoNGo0GDz74IMaYiXj8zTffZDgcHvB+EkJwKqzxdz/yKf4un+Jav8N/v/oaf7x1lc2sT24cic1JVZuPxfcjrWQnTblZ9lkKI5aCgNBZPCXpTDGq2+nueRb7Hi0/ACfIjZlM3QH0inwyKepJyXIY0/A8vu2Rx3li6Wj6r5OOZzmJWJTPfOYz/OZv/uaev/3u7/4u58+fn6shvZ3PvJ/1oQBMeZ7zwgsvkCTJnliRuxVjcljsyrgFFIYhX/u1X3tkx+qTnJKz1vLKK69w48YNlFI88sgjJ7JcODq7dvnyZa5cuXKowHq8vJNkmKy1XLx4kXa7fayImRfevIExu8BEICaxGwDlPpqhN8joDTKW6gG1esg761t0Oh209lhsNBBTnkppYXEzxqoBAm/+E+HiDO+lXpLRSzJWWzXIHCu1GM+TZMbQSTOMszRCj0HpZuTUQz0KGMzxV8qL2b9rLfAnUS/VpJw/Oq5rLNYCrm21yfOcIi8mN/dTrXoF6PZhZF8rtmb4LiklaQ9HANBBIwiIPQ9PSbpZRlkYNooBN5dfY2gNdc9iLAwLH086pDZIUbFNEkkkBf1hDEpiVFYJuY1iMZA8trC0x/OqpgMGM756fEg7zpfehHna35HTQpPPkfaEuslwn7u31hqtNVEEfqtOP2cESPtY60ZifI/Ai0hp71vi9DGrGB6aHefom4Tc1VhQy7gZgbu3ascB+HKJ1FSA0DlHKvsM7Qo1mWJHYvRQrVLXDxy6nJOoWwmdlVKsrKxM2InhcDgRj1+5cgUhBIuLixMGKggCztVb/P0nP8vf57O82dnkv119lZfba3TKIa+m13nIP8VyHOHJKj5nPU0oypIy6VcTr3FIqDz6WUZvxAhH2qOwls1hgpaS1VqMRNLOhqRT1xbrHJ9YOcW3PvIYgTr67XnswXRSPk/9fv+OY1G+//u/n5/92Z/l537u5/i+7/s+XnnlFX7+53+eH/mRH5m857d/+7f5/u//fv73//7fPPDAA0f6zAdZ9wxgmncgtNttLly4QKvVOtDyuVuAaR5ouH79Oi+//DIPPvjgsR2rT2pb0zTl+eefxznHV3/1V/P888/f8TKn61YAZ6yXStP0UIH1uE5S9D0W2I5DlI8TrzLdjqs2bPc/o0CzM8cuoNPPcGVBsdPlvqUW2b6LXCsOea/dwfdnA6PuYL6epDjkeLCuEqlvd3fBh5SCpVrEsMgIowAZBPSzbHJLFbBHZzVdjSiYK9yuR/6eVuC4Aq3ppAVRFBFFEYPBYHIM93tddtJ80oryfb+abNonApdCUPN9FuKQwhhyZeilOf0ko0/G6kJtooPart0kUynaKSwZWREglcHDIqiybTWKLBN0gNBzFK7EE9W+/8hiizPNg79DOSevLZT+TCAFUNop5smBcBKJj0BR2GJ+2C7zb+5ahOSuj+8H+H7FPo2tIPI8J+0InJ9MjDPH17rxZSaQCwwOma5T+AxtD4djs8ypqbNEYoCbCvg9Sjuu3He+CiBzCaXRtPQprNs4kpXASZRz7lisShRFnDt3jnPnzmGtpdfrTYwzX331VeI4nrBPrVaLR1sr/L9afxrnHF/cuMp/ee9l3hxsccZvUjMhvbJEKlhSAYu1GtvDITtpCqREnsf9zQY4QVIUbI0Yp9LaiccYwGIUESpN0/P5vx5/kvsbxzdWPAnB93TNa8kdpz7xiU/wi7/4i/zQD/0QP/qjP8pgMOD7vu/7+LEf+7HJewaDAW+++eYkwuson/kg654BTPtrWiM0nQE2XVrrY4nUjlqzTDFfffVVrl+/fktGZV6NgcidRK6M9Vurq6s89dRT5HmOMeZEYlymt3MewBkbQjYaDZ555pkj9btPimHa2tri0qVLSCn5zGc+c6yL6HY34Z2bB2804+/ZrIUM01k3EccwSWhvDYnjOmVZXfTiWhUYa50jCuaLzJfqMdu9OTdr32OnPxvAeFqxPUMDZK0jL0o2Ozme5whD0FJSj30CX+H7iiQv0UKSlgWl2d3vceDRmyHQFlKwM6f1t1APudmZ3i+V5cbq0iKDImchNFX7Lsso0pRACTquZCEIK/+n0jLIcobDgsKYSSjxuJpRMAnrHeoB/WiDEkfNy8mLEFSJtBI/zHCloDSQ5T7WQi3KMTi0kGgheHJhleXoIPqJZbRHbzRdY/NHJXyUqIHzsUick3TMAONCjDNslznW1FBIIhmT2T5QQwuNFh5aSJRQKASpBSVO4Vwfu8/0MZB1SrN3XyulJoA0Wliim1WTd0kymLAKY60i/uHnuC+bZFPs1sB0SZAs6vvBXUdgb9mOk3h7WKzpNqyhZLssWdLnWfa/5tDlnFTd7ig9VNeeVqtFq9XikUce2eNH9Morr1AUxcT7aXl5mc+eup8/tXqebjbk//3uJV7pbLAahKTG0ssql/DVWg2JQLhqIu9qf7f1HHiaxSCktCM/p7GHlO/zrQ89xsdXbr/ldNKAaTAYHNk+4LD6W3/rb/Fd3/Vd3Lhxg6WlpQMg7M//+T/P66+/zoMPPnjkz3yQdU8CpqIoeOmll+h0OodqhO4WwzS93OFweCKmmOODfSxiPE4553jnnXd44403ePLJJzl//jyw288+acB0GLs2zxDysOXdCWByzvHee+9x+fJlHnzwQa5du3bsC+hzl68d6KtMb3+aHQTdlTNxl1A5Go0WevS0PxjmDIY5ka9pNkP6wxwQMyeptJ6/na1awNrObHfvxXo4196gEQVMK7GMtXRGwGt1ocZ2Z/eGGHmaMNB4WqGs4GyjjqNir5yzlM4R+ZpelhPo0THpxuaSDmsdS3GEEhIpoGsrcL5Si6kXHqWxpEVJ6kdY42iGmuvtDvl2D2st2vPwPY9zKwtszQBrvq9xRRVhsdF8l1wafCEoSg2qAn5aWqRVpKZkWERIXRJqixRVLEogFR9ZXuGBeJG+OThiHytvD4skEPhyAUXE0GQMrUfhCiAb/Q+WvEWGZkp4PZWeF8hwBJigdCWl2z12aqpBOx+zOQpPLBCpCF9IlKgE6vNLkLveiFmqmFNrDb1eH2sNnU6Hthuig3F0i3fgPJi1fIdlu9whEEssqIDE3jxkG8CTiwzN3oeL/We6EIt48v0Jbb0TwLS/pv2IpuNEtra2eOutt/A8bwKevufhT+J5Hl/avMb/fu0lUltSYNAIttKMoSmRQnAqrlpv2+mQbMqnKVCaz5y+j69ZPcPHlu98ivt27huH1UlomMaltZ7ck/ZXHMc89thjx/rMB1n3DGAa38C63S4XLlwgjuNbtl3uNmDa3Nzk4sWLnD59mqeeeuqODtjpyJXjLGcsMG+32wciTqaXeVIXlf0Ax1rL5cuXuXr16m2xa3cCmMZ5fJubm3z6059GKcWVK1eOvZx3r23PtQuoRf4EcIxrfIMCwX3nzrLVPcjApHlJlBnyQcFK6GO02hNKK4WgPYdBAsiK+cxoOSN+ZXq9wAEWUI8m4PavIytKVlo1bm7PHmWXjZh+/yCYWW7GbO7sBW2DQYYU4LzeyEZht4QAq9QkosEYQ14UlHnOuzdvUjgmrTvP81is7Qbv3qi/R6pycA6pQEqLcWBL0F5BXigGeYjnGYTVeF6GsY5Iejy1vIyvNeWcKbjSDdAiQIsWuRN0y4SyzDjlhXTNnIDlAz5Iu3WYg7YnvD2cUuFKirJah0SBcIRylVh5KBJKuzNBI5FsHtAnSanQWiGEZqF2jm62RV7kDJMhPdNDa135aPkevg4YmvnTcZkb0rNNJPcjuMG8Ecv97bhqTG/vn04HH5u7npOukwRM07U/TsSY6pzf2tri7bff5qWXXpqIx7+lcRa14mNPLXKpvcFLW+tEQuMLxfYwJbcGJQSPLSzR8gOeWFjmq0+dpuad3AThSV7joQJMX0nMzldK3TOAyTnHlStXePXVV4/MYozjUU66pJTs7Oxw5coVnnrqKe6///4TWSZwLPAwFpjP0+zczjKPsp3j5e0PsL2dE+yo+W/7a6zVAnjmmWcIw5Ber3fsZV1f7/DG2xu06gHCl3vaYM45GpHPINnV7xRFQbfbwfd9Ws0m3WT+tFGgFW1j6XYzlNacO9NE+pLNfsJSI2KzM7v9EYfeXDAV+pqdOW7j9cinM6d9ttiI2OjMZqXmGTVHvncAZE0+MicouBV5M20LFusRW1ORJkopIqVYPb3MWm9Qte6KnMFgULWmy4gUwaDeZxh2UVIgrAZyjHUIJ8CCLSOGzqBVlRvmS8BCTXs8ubyCpxQNFR2IGtEExHKRgUkYmAS3T7eTz7UZCBjOih0R4IuA4aH+RfMNSGu6Sa/cITHJZKLSl0vUVYQncublMo87YkpUwGhsnGmNJS8qIf6wO0SWdYjKCYCadXPN7JDUJoRyiYYqMfsm/ST+AdDmxl9+VArNqv/k3O950nW3ANP+GjuLLy0tAewJDt7a2kIIwXJe8KeXlviOjz2C8zSpKSdB1atR7VAfpTutu9GS+6Bdtb8S654BTJubm7z++us8/fTTLC8fbdTysGm2262iKFhfXyfLsmNNYd2qhBDHshYYR5ycP3+exx9/fOZFYwwo7wZg6nQ6PP/887RarUMNOY+yvOOKvtvtNs8//zzLy8t87GMfm1wobmdZF1+rxN69foYQcGapzk6aUprqQle11KpK0yH9XjU9EsURS82YrfYczYdzU+Clasm1R8LxWujR8HyGQTlzYq0RBQcMNMfVig9Ozo2rHvrV9s54kJgVCgzV1No8J/FmLSBpH9wO31NszdFe5dbBrOv2nDv+sKxCcMc3+1qtRiv0We/38EXG1WiNghxSn1pU6USwgtI5fKFJqTLvCuPwUHgyJ/Y8nlpeQY3OiVhpeqYCF5FsUeKzU/TRvqVvDn6PSIakc7LYYhXP/IwAIhXTK+cBrYj0EH3QrHiR3OZs2+r4qKkGoTqHootx+5kvQb5PuC6VJFSVcSYOpGnRztaqY7jfR2mF73l4vo+nNb6sMxh9r9QOyZxgWd+Ptdcm4vWqHbd3wg/n9mz5iv8E6i57L03X2Oj1/a7p4OAXXnhhEnZ9lODgu1F3AzA1Gu9PW/VeqnsGMJ06dYqv+7qvO9SpeX+ddEuu0+lw4cIFpJQsLy+fGFga11G29zgRJ7ebe3dYSSnpdDp88Ytf5NFHH71jf6fjtuTG6dqzhP7HZaucc7xw+cbUv2Fjq4/nKU43aqS9Nv0kBxz9/oA0HdJstSZMnjrkey80YjpzmKA0L7m51qUwlpVGhA4U28lwwswk2WywBPNNJwH6c0BW4Om5oGihER7wXrrV8hbr0T6xd1WNSNNNC+r7Wg210J/JVJ1qxqxPWQxIIaqJIV+RFCWXatexUYEoQrRXgrWUDpwVmNIjrBmsrTRXCoEsJLWGx1Mry8ixjYOrmJ1YrtItc9bzFMhwOFI7z2MpoDeHKbIH/Ium88Hms9mRjCjmAiY3m7UaVShjBqY30Vo19FliaTFuA3Bo4gOA6cB264xYxRDHOOtG7FNOr9fDOUcsNWWQ4vs+Uiqcc2wWberqDCE9LH2KGR5PVTLL7nnwfrbj4P1jmA4r59wktuU4wcEnWXdDw3QnIfUf1rpnANPYLfc4pZQimxU5fxs1vlE/+uijKKUm7qMnWbdimKZH9o8acXKSPkfWWra3t+l0Ojz99NMnEjlz1O0bTyLeuHFjLst4XJH7ezd2aM8ANUVh2NrKqSFZjAPeub6GsWb0pFidMkoKtudYDQCEnmLSvBAwfWNdakQTZmrMOkkpON2KQcFad/aNPA69uWaVrVo4YbT2f/NWLdwThbLnu5rZ+74VR7SHs7/fYA6g87Viv3khjFzQZ9gSFM4hhWA5jpAIOkmKdHCt3eNauI4J+ljj4bQlkBYrJMIqcquoeSW5KZGu4machaVI8tGVpclv74mAhl5gs9jCur36nZaukc0xqyzn6JA0Hsmc2BKFnvsagHHzQXAsGySHAKb97FSv7NEDPNnC5AGBr+Awd3C5wGDquwop9hhnmrKkzCRZXrVElVIT5/G+32UoNEvqHIlZP3hwTTFMnohY9g4KeO9mfSUApv1g5ajBweP/Hcf+ZF6dpIbJOfcnDNOcumcA0+3USbArY2HxxsbG5EZ97dq1u2ZXMA88TLfAjjqyDyfnID4OEE6ShOXl5RPL55NSUhTzbyawq5UqioJnnnlm7pPP+EZ5VMB04bXrh74+GBq6b1xncSEkXFgmyXf34+IU6DlQztGZ8leqTDB3S81oT1nr2NwZsNwM8QpoNeNREG9KOjKUPKxVF/qazl5roEnN83OKgvnWBYGvYAZeWqiF7AwPfsbXaqaDuKcVm/uMKgOtWalHFNairWRrykuqFI6u6rMTb1XEhXBETmFFji09SgSeEKANCol01b4MreK0Z+h2u4ReTCNYoeMyfFFgZzAjodLMGH4klAHDOcxTQ9fo273ffdwBrqk6iWvP/JwWmmSOgBzAkwEcApiKOWCrsAU9EnK7wLI7hxJtLAe3/VYtssBrYGVBK2rhnK1yBIuCwaBPr1dle5WeRxisovUmiN39Oc0wnfKfRIq723raX18JgOlWYGVecPCVK1e4dOkSjUZjbnDwcbbhK82H6cNY9wxguh0K8041TEmS8Pzzz6OU4tlnn51kgZ2kK/d0zQN40+zWcVtgJ7GtY7C2sLDAQw89RLvdvqPlTdetjCu73S7PPfccCwsLt9RKTYvcb3XRsdbx4uX5gCn0BNuFJY5ChIwp+4azy3W2hgl5aZGHtuMiOr19oGL0FaWAnf2vUaWbJ0lCv7NFWjja7dF0k++z3IrxA42zzJ3m6yazmdQomC8gb9YChjM0SkIIdubEp/hzgNRiI2KnfxAULNYjNnoJy7UIXyrSvKSbZGSBOeD4vVSPuJH0eLt1HS1NdR92AqVzijLA4LBYQiWRiIpdkoJIa57wNY1WDVlErKVd1npXUUKRhztoX+N5/uQ3c4e0wOo6pFfOE8fPP4/kdFT9voplg/5+7c9U5Xb+ZJ0W3qHTbdJpUhK2S4dAsqgPAqd5rcdx+aLBkGr7hJAT48xazWGMpShyBumQtcFNfEKWIosOyl3jzNFyzgQnH7R7q/pKAEzH2Ybp4OBHH32UPM8n7NOs4OCjtsX+RMP0/tQ9A5hup+6EYVpfX+eFF17g3LlzfOQjH9lzQtxNB/H9I/uXLl1ibW3tWGL3w5Z53BqDtccee4yHHnqIq1ev3rWpu/1148YNXnrppSNPRR5H5P7m1U0Gw9kTbskwQZsKgNRqNQQVwNrY6OH7iuWF+lzDSaiCOfdu2O5/LjQitjt7EUfl6dRDYgiiJn7kKPKCNE3p9/t0u12atQiDJAx8mvUQ7Stya+gkGY04OKhRGptuxgHDfDZDMU8rtdyM2ZjRFlRSsjVHCzXdpos8j5rvoaWkLB3SsMcpvREFM+NRrIC36hVYQlmsFURSMiwUQloMjkBotEqRI9Yu1JpPLK+SbfbICLG+pe7XqbkaTRewk22QJAlmPGbv+6xEC+R2wKzxQDMnY00iGcwFLuJQDdJhh20gwrmMFkCk6vTK+e7dng0rUTwVENwuO3uAkxaS5BaAqZyrvao0kIFukgYO3y1RlCXd3BB0JVZUIalZlhHIJi31/vvmOOfuuqD6VnUn+iHf928rOHh/GWNOpLUHlVVNlmV/wjDNqHsKMB03RuN2bAWstbzxxhu8++67c4Nb309DTIBnn32WKIpua5m325Kb1gx9zdd8zSSL6SQ1UfOWNxa2v/fee8fydprWMN2qXpjRjnM4+r0eeZ5zemmJTv+gTi3PDa6wBEay1IxY6w72EgvO0ZvhWzTOpdP7LqyVp1MXcDz80Dk2dgaAw9MeMTHWWfI8x9ewtt2lB7Q7/mQ8XClJs+kR1CVCCgprMdmQbJSLN5wDihpxQG84m5Wat/uWR993XFpKYt+jHvpY58g9nyQtyJLqf8utGpuDgzfrKNB0873rXqrHXDDvMggGBH6JdAojDEVpcbo6PpQQaANIgcERex6fWX2EUAVclpssWYNU1TEghCAINDVdo0YNYw1FXlkXdDe3ybwE39/1fRJCEkqfpOzNtFlo6AaJncUSOXwTULpiJqAXiEMZokDVyMr5DNOtyuAOILJp4LTqrSK5gWX2OhQeySHbBxDIFkO7U+UIeh54lXXBojjD9s4ljLUMrkX83uXfmxg7npQ251Z1kkDhTrbhJFiu2w0OhpMVfff7Ffj/E4bpYN1TgOm4ddyW3Fink2XZoaLquw2Ytra2uHDhwokZYh4X4GRZxoULFyjL8oBm6G4DpqIoeOGFFxgMBkfKopuuozJMpbG89MZeR+OxtgDgwfvP0u/tPrXvH/kWQDLMSYY5jdgnqgesdfogxMx2nGAM9B2dKYamKAs6nQ6+59FoNGcaUkohCYOQWj1kCZ+yLCeZeb1+xZqUeYYTlYkhCIqBwVeSM7UaFkdcr1etPCq359Ja4tDHOYdzVeAnjHK5lGSY5TTDACUlWgqkENXQhVScrtUoCsMwL8nSkn6aESnNRnfAIMlx1jK+fbkZWWqhp9mYwVJtyh7rwTY1LTFWUDiLZ3ycv8smKasQKqsiZ1TAV688wlYxZHlGqyyQHr1yFwgoqVChIgxDaoswzCVFXozYJ1OxT8ESxi9RSh9gheb6IAHSzQ89rakGiZkfiGsPmawTiEPBjECSigH+zJjl6tjdKRNyF7DsLWHsTdy+fRXIBdJD8ucAyhkaMICO6zEslrhvweOz9/9fuCRma2vrgDZnPFF8N1pnx82Suxt1t9qCxwkOLorixLZhMHrI+RMfpoP1oQZMxwE2Ozs7XLhwgcXFxVtqZe4WYBJCsL6+zs7OzokaYh4H4Iw9jpaWlvj4xz9+AKzdTcDU7/d57rnnqNVqB4KUj1JidGO/FcN0+Z110inmpSwLOp0unufRaDSoRwH9/qg149jDOEgpJpNtAIMkZ5DktGoBQewhPcm82+NiI2Jn5AqeZRndXnciCI0Db2JDsG+VhIGmM0gRCDzt4WkP4upCHXiw1elT5BXD4fseZuRNI4UYMVb7yjnyqJzZkju9VGNtRuxKHM4O4PU9NdMyIA79me27Vj3cE74LUK95/GHwFtpIctJKq+V8rM5QCAQCjcQUDhE5tKnz8MoSPTukpaPdVtnUTmvpiM4MT6QFr87QticRIzE1rB0F3BYJ/WFnMpE7DrlVQjI0A3CSsVDJTfGKRmZAeGBdUAm+55USimTOpB5ATTXpHwK2aqrF1tyjDTzCSTtuLe8SySVaWlC4jd1tPzSOBZTwDmlFQqZSjDtHy78PfFhYWNijzdna2uLFF1/EOTe5uS8tLU30oHdaXykapvejLXhYcHC32yVJEobD4SQ4+Ha3aTAYEIbhB97q/Eqsewow3Y2W3HSI7xNPPMEDDzxwJAfxkw61LcuSbrdLWZZ89rOfpdVqnchyj9OSO8zjaHp5JwmYxr/pWDP2wAMP8Pjjj9/2fj3K9r3x5jr1qDJ5zLKUbrdHrVabMGlVS21XIDxdi82IrRkgpD/I6A8yVhZrnG7WWO8lk2NViIrF8T09EXcnSUKj0SAMqhtHsxbO1RQ1a8HMPDspJYsLNQorcTjKomKfyrJyeL564yalk/iejxqxT1DpqOYF6qZzfJ7qtdmAaaEesd49qN+pxT797t73KynZSXbX6yvNUhzy+/oySVng6QJpJYVReNIhpUWjMNZRYAmlxJY1HlhpTnL4Yq2ZtdtKN7vd6EvBcN/hoaVPI1rCq0manCXNCgbDIe12SmZyYi/EBBm+7x94kArx2S5TYrOML/UoaNchhANKCms4CIGrilWDXtmeuZ0A8hCwNXoHuNmmlwChqjEsd3+DoU0Z5rCgz+LLHs4Nj9COa5La+duIg1Xv4QN/3q/N6fV6bG9vc+PGDV577TXiOJ6wT3dyc/+gAZNz7sRjSY5S+4ODv/jFL7K4uEhZljODg+M4PvI1td+vzHk/CEPQr/S6pwDTcetWwGacw7azs3NoiO+s5cLJPVmMI06cc5w7d+7EwBIcrSVnreWVV17h5s2btxSX3w3ANBgMuHjx4lzN2HGXdxiozouSCy9dxRhL5Bk2uj2arSaBX3nSLNRDOp10XlrIxD16VrXqIVvbFZiKfE1zMWZ7kFbzSs7R7g3pdXvkRc7CwkLFFI0qO8SQsijn7+/eKJpFIEbeOR4OR+grClO1OJNkOGKffHzfQ+vZerha6B3IzRtXf45APjMHgZyQgnZycDnLzZi1Xp+a79Pwfba6Ca+462y5AQqQCDIj8bRDUeKjyI1FSYlNPVxU8PBig3pQNf0kgv6Mcf26ChnMMJ4UCAZln1DWUYQYJxmagrYZ4vkBm/nO+I0QS4I4xjMhNeOzlW/R6YzYJ9/D93x83ydUAVY4EpuS7PuZYlUF+HqyRU1FBEIgRUnp+hiXIjj8JpsdKtZ2JHZQAfo5B2vpZh9T7bKHRLDqPUDhDrfWOCS2cLQVcH/wxKHvEULQbDZpNps89NBDFEXBzs4OW1tbk5v7eDJseXmZKIqOfLP+oJy+xzW+1nzQLJdzbrL/bhUcvLi4eCh7/37lyN0O2E3TsbnqB7O/P9SAafw0OAvY7M9hG5u4HaVuNyh3Vt28eZMXX3yRBx544H2ZvNtfaZpy4cIFrLVHEpeflK8TVID1vffem2jGTsI5/VZu35ffXCfLCnrdLqUxPHr+DNZXE0AQ+nqqySH2CKCFgM4hZpVR6NEd6ZeyvGRjrYdSkpU4IjUZN9eqVsjS4iJS7h43vqfmuoJ7nppprgnQrAd0BweZFIEgDjwypwmjCOdc5a2T5wz6A94aDnBS7baclAQE9VrAYMZEXasRzmSkGrVgZnbdSitmrbfvZu8YpbfX2OomJElOV6Zc8bew1qGUwViFVBZlFVo5cuNQzidNJbFyPNBqsRDttnJOBXW65qD+pqZ82lM4zhchvqyh0GwWO1hK2JcdN09LJKUEHxpBA+ccZVlSFAXDYRUxkstq2q8sC7TSewTYkQwYmgGFLWnvMbWUBGIBJUICuULhOth9XkuhjA+NUolkk/4hgEqiGRzi/WRxDKwhs02aWpDPELQroenfgoHyi5iWt3Loe/aX53msrq6yuro6ublvbW2xubnJG2+8ceTJMPjgGabxteaDbl9Ns1zHCQ4ei8en9+E4R+5uAdF//a//NT/1Uz/FzZs3efzxx/mX//Jf8u3f/u1z37+9vc0v/MIv8O/+3b/j9ddf57/8l//CX/7Lf/mubNut6p4CTMf9AecBm/G4+oMPPnhb7Z/xwXUnwMFay+uvv86VK1f45Cc/yenTp7l8+fItTRyPW4cBnLFua38m262WdxIMU5IkPPfcc0Bl7HZSMTO3ypN77oV3aO/sIJVicXGRZFAgU8OZlTpr3f6eCTexz6F7sRmzPUPfM67h8OBvZ4yl0xngiYLlMGL59DJbg3RPtttCI2J9e/ZY+mIjZH179jrDQM8ETDBirEau5Lvsks+5RshmZ0BR5OR5zmCQIKXE9z12vNmmn743+zIRBx69dO/6HZBNHW+B1ixFIUoKrm7v3sBLLO8trtG3eSVZFhIjLIFQCFPgJJjcp1QCKRz3L4Ws1OJ96zoIcpyDoR0QyTpShAzKkq1iCPRZDepYDh67vtBzo1AaOp64cI+1TZ7nEccxHpr+sAMJdDpdhADPq1g8z/PJ7fxgZk/5bOTt0XJ9mnqRWAoMPUqb3DJ7TosARl5Ls1pysWrSPqzdh6Bf9jGUpDkse2dxbO4BboFsHdqOc85RT0/f0Y11+uY+fmjcPxnWarUmAGr/jfyDBkzja+sHzTAd9vB+WHDwtWvXJvqy1157ja/6qq+6q7Eov/Irv8KP/diP8Z//83/mG7/xG/nZn/1Z/spf+St8+ctf5hOf+MTMz/zCL/wCV65c4Zd/+Zf59Kc/fVe266h1TwGm49b4IC7LEt/3J6Py169fP9a4+v6604y2sXN1lmV7JsGUUqTp7Y8Yz6p5LbkrV67w6quvHqpXmlUnAZjGU4Bnz55lZWWF11577Y6WN12HMUw3bq7zR19+Dc8Pqgvv6O/WWDbXupxdbTDYrxWawl5azb8o1iKf7ox2VpZlDIdDZOgjZcjOxoBAKxaWaiRlSSfJMHPiSQBKMx/8JTMAGkDoKwbDglr9IGvqeQqlFEpFhGFUCcCLAi0tNze3cdZVoGA8cj/HwVtKsUePNNkPgaabZJyq1RAOtrsJa8M+iwt7L8BvxDfpyxxlJMIrcRJ8FEVqiHxHmvpov/otz8d1zjb3Mp81FdDbZwEQioim12Sn7DE0BdMxLVIIeuVsUNTyYtrlbOAZSO9Aq21cTa9OYYYMhwlLS0t7JhiHnYR+0Jm07/azJP6U+7Zzjk7RnzCbNbVMYSO0iCjdbHYxG2m0nJvdkruV1DNWLbpTU4RbRQdf1Fj0NJmt7DRu1Y4DaKSnTxQszJoM29raOhArMgZQHzRgGl9rPmi9z3G6HdPBwdP6sp/7uZ/jD/7gD1hYWCAMQ/7H//gf/Jk/82dOtD33r/7Vv+Jv/s2/yV/6S38JgB/5kR/hF37hF/iZn/kZ/v2///czP/PDP/zDwK7dwQdZH2rAJISYWAukaTrRCT377LN3jKBvFzC1220uXLhAq9U6MI130vqg8TKnt3Nshrm+vs6nPvWpyVPHcZZ3u9s4LbAfTwFubW0dS8h/lO2btbz33nuP3/z8c0RRjWjehI6BZGfImdUGm71k35O7ozvHtBEqX6Mk2csoJEnCIBmw2KqRJLs376I0bKxXbMtyK8ZH0owDOklajfqPdCmelnPbcbWRaH1WxaFmmM9oMTlHbz8jNWKfTi/XEDsBxoz8irIqV2yhHjIciIlf0biWmhGbU+adDmgGPqEHRmi2ppi4ehyw1d997zWvTSceYI1ASoNWAmscFodykrQQeD4Ya6kpjyfONCj2sUktL2CnHIAT1GWT7TxlOzf4yozA0t5a8mp050yc2TlaH4DUzv/NzaSNJ/awT1CjKRpspuvkeU53WAGTMXjyfI/hIcvNXcm1bAeQtLzTRNKS283JAIK/z+xy/61aOMHgECNNAMnBm2vuctbynEV9FiXaDA7JxgNoqmW0ubvi4CiKuP/++/fEimxtbfHuu+9y6dIloDIZ9jyPZrP5vgOXsdzjg9ZR3a6edlpf9uu//utsb2/zoz/6o/zRH/0RP/iDP8i1a9f4uq/7Or75m7+Z7/iO7+Cpp5667e3MsoznnnuOf/AP/sGev/+5P/fn+MIXvnDby30/60MNmKACNtvb27zxxhsn4ms0vdzjAqYxqzN2zd5/kt0NuwKlFPloumkaND7zzDO3ZYY5BiTHnRA0xvDyyy+ztbXFZz7zGRYWFibLu5u+TmNB+9raGlYuEoXzx7D7/QwHbKz3iEKPZqgnN6mFZky7M79Fkk0BlPFTW1EULC4s0ojVHsA0XZ6SbKxVN9RG6BE3PFJr2BkMadYCNtsj4Cb2tl7qsc8gnQ2Y8tLOHBZfbEZsHyLqFgi00uhIE420T7VIkWx3q1R7wB+N25cmQCvJYhwinaDbz+gkQ/rSEsV7Lytx6E2MKgci5VptGzsKzfU9iylBCUmegR9Y5Cj+xReKP33+PCl7b9wCKGxOUy6zU6Ss5Ql9URAJQXdOa03M8ISCcTtuNjCoyWiuC7cnNH3TnzuULxR7Am6LsqDIC4bpkLSb0vW7E+H4fvaprursjLyR2kWPNuDLJos6BnoEMmBopn77fedhrJp0DtEv4WBg5reWd8oOTbWEJwsytzX3fWe9x9ggf9/AwnSsCFQ34D/6oz+a+OcBe9in4+hSb7c+iAm5/XWSOqqlpSWefPJJhBD8yq/8Cm+88Qb/63/9L/7n//yf9Ho9fuInfmLP+8uyvOUkehAECCHY2trCGHMgh3R1dZW1tbU73vb3o+4pwHTcE3OMvF977TU++tGPnoiv0biOA26MMbzyyiusr68fOoV2koLq6WVaa9nZ2eH555/n1KlTfPSjH73tk+t2JgTHQA3gmWee2ePBcrdsCmBvaO/XPP1pfufLvzP3c416RG9K0D1MC5JOzgMLS5RaEXjzv2vo64loe9oAc3FxsQoXzg//TavNdSRJxnDEGtW0pi49VLNGWpR0hxljGCSEIJkDlqJAsznLewnQc75DqxHOFG/7viYp7aRlXJlSWlyZs37tJpkR9LQ3uem36v4BU0p/Kny3pOS1eJ1SGhQKIQusAWvBGoUnLQ6HRiEcPLKyiKcN6dTuq6mYhqxxI9vCsXcfLPt1OjNEylrKue24phfTmdOOi5RPOidXrqFrdOZohBTywPTe2D8rJqYlW6wPR+xT9yD7NCssOLcFa3l1XJ3yagRCkLntmb03IQ73L4tVg/4hgAnAINjKhqx4ZzGs4zh4DJ/1HmWDVz4wdmV8I3700UdpNBp0u92JLueVV16hXq/vsS64G8Dmg24JwsnrqKZF348//jiPP/44P/ADPzDzvT/+4z/O//1//9+HLu/3f//3efrppyf/3n+9/6AnHY9T9xRgOk6NHaPLsuSJJ544UbAERwdMw+GQ559/HiHEngDfO1nmcUoIQb/f50tf+hIf+chHOH/+/B0dnNMBt0cBTGNh+crKykygdrcYpl6vx3PPPUez2eTpp5/mhVduHKoVigLNgWdyIWjvJERRiBeHVTbajG1t1SPWt3qUZUmn05kYYAohCEOP9vZwpqZECkG7O+3XtPu7GGPZ2OhTGotzECpJreajfYWTjn5a4JyFfexTvRaw2Z6R0OvcXIF44Gv2h9wLUdkAmNIgkGRZQT/JsU5yamWBm9tdRFHsuenX6z7GWJx1iJE19kIzmhhVXvY3MWGJQGGsIfAcphQoPAphEZ5BInHWcl+zyUPNBXqjNlpNxQgXsJkO0GE+k9mZdVMHWPTmg5t5n4FdndDs2j0O9p9OdV2ne4jg2kizh32aaJ/SIYPegL7uo309k33SQrOet7FYGmoFivJA6O9h2XQA3pRgfFYJtwswN4sOsVqgrgpytwtGF/QqsahAyAfdjhpvw7QvUVEUE2Hz/lDbsXXBSdT7ZVp5WN0twHSU+umf/ml++qd/+kjvPXXqFFpr1tfX9/x9fX2dM2fOHHs7P4j6UAKmTqfDhQsXqNfrNJvNu0LNHgXcbG5ucvHiRc6cOcNTTz11ywP6dmJMDitjDGtra/T7fT772c8e2WfqsJoGTLeqsRHmYYagxzUjvVUJIWi327z44os8/PDDPProowgheOmVa4d+bjBzPL+qOPK5ea1DGHrUWjHrnb2tmNLYiXN3La7t0ce1aiHt7Sorbn+1GiFb7WS03XtfW2hFbE+9Zq2j18twDlaX6+TdBE9AGCp8X6N0lSWnESyEHoUxNEKf0lnK0lGLPXrDnMjXqFHciZQCiUA5ONOs46yjNIYsKxlmJXlSsDOjhZdkOVLKyU3fOUfkS2602xhj2N7eRmmN73lsjciOjSih5w/JbdVyC4SjzCUIQSENoZOM8d9CFHG21SDUoGwMI6DkKAmlpl0ebDd5TtIt+zOTbueBIk/oSjg+o2IZkpjZLVjJtIB8VpzNfADhSY/BPtZKa43WmpiYhmywOdysMu/G7NPYddz3qOkG27YCkT2TsO1KtD1FXURkdpNIxvQOma4DDtVPwXjCbne/JGbI0AhO+WfI7E2EgHPhEydq3Hu7NY/h8TyP06dPc/r06T2htuvr67z++utEUTQBTwsLC7cNer4SWnJjwfdJ/RaDweDY2tajlOd5fPazn+W3f/u3+Xt/7+9N/v5bv/VbfMM3fMPk32VZYox5X1qqx617CjAd5YAY36THCfdf/vKX73pQ7v5yzvH222/z5ptvHivi5CQZpnF4b57ntFqtEwFLcLS8tung3vfTCNM5R5qmvPfee3zyk5+cPLUkw5y33j0YpDuuRj2k152t7XHOEYUevW5KmhakaUGrEaAizVY3wdOKazc26A8GNBsHwXlZjlDAjOVKVf191mE9byJPCMiNmTA4aWoYDkscjsDXpEVJMhhinUOUlWGlAIIwoJsYCgzTaqqFVsT6+kHQEAYe7RlgqVkP6OwL7a2EozU2BwlKGmq1GnmeE3mwtb1DHhouRW0kDi0ltrA4KTHSoKUAA04XKCEJPcVjK4s0VEhhJBtZCVOC76UgZKuYMZ2Hmumn7UtNdw4oaumYjpnNIsUqICtnA4+mbkyYr9Ee2P0vB4M57T+AmqrRPmRUXys9l33q9XvkwlIE5Z7Ju9Rm3MgMgWxSVw0kGXYOSIxkzMAcDpgQB8GDw7Ged2np02g63B88gR1+8KaRR2mJ7Q+1LctyYl3w2muvTa6Ry8vLx3bF/kpoyZ30NtxN48of+7Ef46/9tb/Gt3zLt0xsBd59913+0T/6R5P3/ON//I/5lV/5Fa5evQpU3y/Pc7KsOleLoiBN08mDxvtZ9xRgOqyMMVy6dImNjY09N+mjxKPcTs0DN2VZ8uKLL9LpdI4dcXJS4GF7e5sLFy6wurrK0tIS77777h0vc1xCiEO3M89znn/++ZnBvbPqdkXk+8sYw4svvkie5zz88MN7KN7Ll2/SrAXszDGdHAOiAzXanv3Tb/1eBr2MlcWI7rBLkgxZXDhosOdpRbubVMG3U0TE+PsOknwmWALo9ue1z9Re87VAEosAAQAASURBVEwxytBD0GpEdK5vkGUZ9UYDHJOpu24/ndn68+bomhqNkGTn4I0/CDzYB5ikFHvy5IQURFHIfStN0u0tXoiuIL0qfDjLCwIrKZTFE5LSOQIjkJ5ACvjYqdMse02kgI1sn0DfOZI5N/tSmpnj9YtezM4cjdJh7bjCzfdDm2aQ9pOjdV2b6T6+u87D2dT9Yuxp9gkLeW6xuaGbdkfrd+R5TiAlGTmbRYpxdRY8n6HZOLBPfBEzYL51iXCVP9O86pQ9Vv2z1PUCXdf9wGNJ4PitKK01p06d4tSpUzjn9lgXjF2xx8LxpaWlr2jjTDgZA+XpGgwGNBqNE1vedH3nd34n/+E//Ad+8id/kh/8wR/kySef5Nd//dd54oldt3jP8/ZIV37t136N7/qu7wIq3dr3fM/3APAP/+E/PHI78KTqQwGYkiTh+eefRyl1QCd0t4JyZwm0x+7hYRjy7LPP4vv+nE/Prjvd1umx/SeffJLz58+zvr5+V6wKZi2z2+3y3HPPsbCwwKc+9akjof/jaqJm1VgnpkZmlPtZngsXrtBdTzhzpsFaZ3CgBZgMZguoBRBHHv0Z4MVay9tvXadZ93j83H1YLWnvEzwvNCI2t/e2bsZgqVmP6M3Jc2s1ornO3815JpcOtnZ2KqO/hQU8rXGuukE36yHtfja1Dbus1iyxN8BwRkCbFBz4jlBZI4ydvYWA0406zlje2djmufpNhK4+rJ1CGgdBiQRKaxClAK/EOcGnTj+Ik4L1tE/NO3gTWgliejNG3Rs6pCsLZqkuylnAx0EoQ0rniGVzpP+SI2whUFQItyYDhLAVk4HBOotxBcNDGBpPeszDYRJ5KBip6/qhrze9FjuiRz2obmZjzVyW5yTJkFCFDIIhnucxNBkNvURdOYZ21w09s4fpsiDWTdrF4ZYED0QPAR+8WHd8DboTwCKEmARgz3LFfvnll2k2mxMANdYmjuukwcrt1ElvQ5IkdzUa5Xu/93v53u/93rmv/+RP/iQ/+ZM/Ofn3d3zHd5y4P+Ht1j0FmGadnOPQ1nPnzvGRj3zkwMkz9mE66dq/3HHEye26h8OdTclNj+1P5+LdLW+n/cscu6ePW6HHMcKE2wdM4+m/1dVVPvrRj05iXsbV66W8807lYbN+s8vCQkyGnUyZ1WtBxRjNqpFoe9Df+5uMb1RB4OH7dbrt6gZ6aqmGUbB9AOyMgnynmLQo8uYCpiDQHFSgV2VnuAk66xgMepTWsrC4OMm7EyMxeBQFdJOcKurFVUDKORaaETuDIYhdwwIhBLXYp5sc3CeLrXiP99K4Kl2SYDn26fcyNrb6nFqp83K8zlDmaG2RRpJbiEJHJSMXOAseII3glB9wbafy0zkbNxkwHB0PU2yYEsww6iZSBy9jAkFD18BJGmoZ66CwltQUDG1B7Ne5mbZn7uPVoMnWfnZrVAteg42sT6iaRNLDcwW6kNTkIsYVhwKSSgw+P2rEu8V0m9zXKhs/kDQaDaSQRCZkPd0iTVMcjr7Xx/M8TsVLRLrEkZPcQhAuOHwbAB6OHgV2BdcfVN0N08j9rthpmk7Yp3fffRcp5VeUcSacvPD8bjJM93rdU4Bpuqy1vPHGG7z77ruHhrbebYbJWsvly5e5evXqJOLkdmss+j5ue2rMsEgpD4zt343vPw2YnHNcvnyZK1eu3JZ7+vhiczvC71mi8v3GlS9furbn3512gudpTi3X2Wj3iSN/PmACsrSAqZDUsbg7jmPuv2+F9s4ugNgZRZgsL8QIX+xhicqypN8fTAwg03R+y2c45zUpJTv7wJgxhm6ny+JChJXBTMFxP8knU3SiQlE4HH6gIdkFc1BxUFHo0Uvzg+KqGYdkLfLxpSIemVUaY6jVJX+YX2HLS/EVmKISpIdKUFKxSziQttqvjYbPuZUljDHkRU5aJLQHA4QUI68ij3oQ0S4OokjhYGASPKtpqQUEitQaukVKQwXcGMWP7C8zI1ZlXIWd/5qWGgcMTc7Q5BRFQZ8cmw5pqIihNdT1MpFUKGEoXEI+cutWM7RB05Xaw5+i+7OYLVeBQyEF2vNpeLvsU57npFnKO4OrKKU44y+jQoPwypnXF+e4pd3Asr9CU1cxRh8GhulWFYYh586d49y5c1hrJ9YFV65c4dKlS5Pzud1u02w2PxDwdNLC836/f9eiUe71uicB09iobBzaetgIpFJqIhY7yRrHmHzpS18iz3OeeeaZO6Yxb8fjaBwzMm8S7266hxdFwcWLFxkOh3siXo5TRxGR76+xt9b169cPiMr3T929/NLB6biiKNm62eX0amMEiGZX4Cn6/XwEQB2DJCFJkom429Ozf6NOO2FxoUZkBYutmG0pgEpr0ut18bSg19OTfLfp3ywKPXpzzCUXWxGbUw7aRVHQ7XQJw5DllWW2ZvgvNerhnIBe6A2raTecw42EVm70d1vRUBPRuO/pPcxZ5GtaYYCQghtbe1s4g1bJFdvFF1AaECOEZFWJHLFbqvAx1hA3JA8vV2yoUor7wkX6dsCSC6rA4KLKu/N6KVlYTvZZqAJquoYvPNazDh0j8dJkD6hL57A9gfDozGk7RdKnO8d7CRyDOUJwgFD6DExCt0iY5pFC1aKufEoj8UU0AVB71quiQ1t9NVWnO2/dAjzp78nDm9Y+jXVOvayguz2g6TRePMQLvKnwZaipJp25372qMbsEXxkMkxDifTXOXFhYYGFhgUcffZQ8z3nllVdIkoQXX3xxksk2Zp8Os5A5yTrJlpxz7k8YpkPqngJMQoiJr8/i4uKBaJFZdbdackVRsL6+zurq6pG24yg1Lyx4Vs2KGZlVdwswDQYDLl26RK1W43Of+9ye2Izj1PiCd9RtLIqCCxcukKbpTFH59PdttxOuXD2YZj+uYT/HWctSM2J7hiA8jjRZ5g44d1e/taM7Z7IOQCvBdi+l30uRUvDAyiK5s+z0UxYaAddu7jAcpvR6fbTeBU+ry/W5DNN4Mg6qVkG/36deqxPXIjq92dsSht5MwLTQitkeZ8SNW3JC0KoHtJMMKUSleHIOC9RrHhvdhOVGjLaC7e6QrUGJDPcep0ORc8G1MZiK/dBUN3QzYrhyCSgyUVILBQ+vLO5hxUIt6ed7A4NrNWgpSNMCk1q6nZQ1meD7A+6rtcg4uL+aOqQ/xxag5UVsFbPBVMML2cpnv9bS9YNO4s5NMNo8gJaaHE94bOYjR3e9RF1rHClDW/0tlOHh2igRAPu+zxQpW5c1tudM3wkhqEd1Mt+y4BZH7swxIkno2x2UUvi+hx/UcdLNDPMd1zRg+kpgmD5IwOb7PnEcE0URjz/+OL1ej62tLW7cuMFrr71GHMd7jDPvltbpXtMw3ct1TwGmPM957rnneOyxx+b6+uyvk25JOee4cuUKV65cIY5jvuqrvurELhpH9TgyxvDSSy+xvb29J2ZkVt2Nlpwxhtdee42HHnrotvVa03VUUNfv93nuueeo1Wo888wzM0HqNMP00kvXDm311Wo+62tdSHLOnG6y2UsopzRCxlSaoXa7Dew6dwO0mjHdOVEpDuhOATDrHJsbVTupVQtphAGrywsM0nwyMpvnOZ3OEFMMKIwcUf0+cgokdftpFWuRDEiHKa1mC8/3WGhEbHdnb0syB3x5vprpXRiGPmKYT0CUc46ar4m0pqE82lu7H1pcqrHZHzKmdSyWN+4bMHQlPhKjLcJVbTN0AUNNoS1CWgKjOLsYE/u7QDuUmu18LyCpq4imjtgq+gw1UIegHiDzHArDtc46xlbHd5qmFWOnJLGaH5o7Uwg+qsPacb7SswXdQlBTwaHj+oH0JrK0XjmkV47/3qLlBcww995Ts8HYaOoRgZkl7pqqmqyRmi4I0J4GD0oarKqz5MU6w7zPjZ01Coo9vk9K7t6Ip9tx8JXBMH0l6Ie01nsy2R5++GGKomBnZ4etrS1eeeWV6mFrn3HmSd037saU3O10C/7/oe4pwOT7Pl//9V9/LDbjJG0Fpq0LHnzwQbrd7ok+YY01OIcBnPFEoNaaZ5999pbmXic1tg/VBfLNN99kOBzywAMP7BkFvZM6CmDa2Njg4sWLnD9/nieeeGLud5le1ksvXT10mcOp8NqNtS5x7OM1fba7Q3xPsbGdUZYlvh8cmI4JA81++e6YkanXA/pj9mnfZmZpwc2rOdZZmrWAuBUwLA2dQYqnFcM0xWQ5SZJgTA89ih45tdKkN8jp9StH8YWFBdSoJaj07JtGLQ7oz3T3dnRnCs53/96MAmqex3CYY63jxkYfRjdIN2rdGRzOVnYBCLi0sMNAlnhWY4ISYcFJ8HNBaRTSq45BZx0rDZ/Tzb0X5aXg/8fev8dKduZn/ejnfde97rVv3bu73Re7bc/YHo/Hnot7wpDJJASSX0bMbwIcIWUCCkEgBImCRAICJYAgiCOkhDkK5CgKgpADP53khHsCEZcfSQaSmUx3u92+tdvue+9r7brXur/v+eOtql1776rdu7t3j+3JfBNr7F1Va61atWq9Tz3f5/s8PhtJjCdtSlaJfpayFUe40tmRnSYw94LlSoWNpEWaprQ7HeIkpt/vIy2J9kO0I3EcZ4cUK5DuzLbT/u046Gd7AdEIXhcsnzCfzTgOZjwWq4RWqllXGb5VpWZ7KNEjnjCf9KRPfwpbNtq3Jawd7bhplc/43bCV97CtMsvV4zQLa2R5ZnRkcUyv3zPs0zCy5XT5zI7XvtcM03sN2MCsCdOmoR3HYWlpiaWlpXGba2tri83NTa5evYrneePWXb2+15LkfuowRd9JYnR532rJTa8PFGACc6O8H4HwYbXkBoMBFy9eHEecNJtNms3Z7Z4Hrf0YoZFz+PLyMh/60IcOdLMYPSfP84f6Uo78pTqdzviX1GHVbqH2ZGmtuX79OlevXuXZZ5/l2LFj+25r1N7b3Oyxsjp90gmgWPT2eC8NBsmYbeonIWma4roulUqZ3chntzP4CCxpbWJWeux5CQDV6rbVQL8fj7dT9B3ma0XC1GcQp/SjhDwfsU8xW1sbdHoZQgpKxRJyZGyph8zTlCoUXHrhXsuEarVgpuMmyncs6uUArcBKYdCKGAz9ehYXy3STbRG4EIKC79Dqx6ZNqOEtr0HXT9GZAD9HK+P/FCQusR3jWBZqeH7mLZ/HlnZeP0IZ28mqVWEzHtAd8jGetNmaoTeKVAxiu5VdrVQNI6ZtGlGTtJegtd5mTByXihuwOcX4EqDiBGzOaMdV7ALdfQTRiZrNWhWtYF/2qWwXaCRtojxhdQgMq/Y8RVsQ6TaBLDDIp1tfgJm+2y9s1xK2cUGfUZnO6eUCzRxFN8a2+xQCUFqRpilJktLr9li7vcml6qXxQv9eA5b3C8N0EOPMUqlEqVTi5MmT5Hk+Ns68evUqURTtMM4sFov3HWx+WICp3zfX+LcYpun1gQNM91uH0ZKaBlQe5fTdbrZlEjTcj3M47BSSP2gNBgPOnz+P67qcO3eOV1999dADc6dtb9Iq4aAmoCOG7vJr+0ehlAougxm6nxvvrmDbGXOVgDjfOdoOppXXn/Bm0gynzIaYL46nmyjCnk2NK4pS4jBlayigDlybYrmA7VboRxEbWw1sx8a2bPr9Pt1eF9dxmZ8rMYiSsZXAjm0m05lV37OYFwGuJVGZZjBICLsp2tds7BKOa63phntBRLnk0W+ZaavrTpPbbgelBa4lSMmxM4lQgszKsYYZfJYw0S1PnagzOlxHWNTsElII7gxae/Yz7wesTxnaqDrBVAAjpKDsBSROitaQ5xlJkhJFMb1eH93rk7sCxzFhuJOfx36gx5M23RlfdxeL7j5i8OAe7bp8Sj+unQ1oZ2AJF98L8GVGpHbrp4bvmf0X7LJVoqFm2xmAYcAGeUQvFyy5S4RqAykknuvhuR7zzgKfPvNpGo0Gq6urXLlyBcdxkFKytbVFrVb7hoOX9wtgul+wYlkWCwsLLCwsAOb+urW1xdbWFtevXx9bG4yA6b06KrNYrgepXs9cY9/SME2vDxxgut/ssYcBNlpr3n33Xd59912eeeYZjh8/vmO7hy2mHm138nizLOPy5cu0Wq37dg6H+8t+m1YjsHjs2LGxz9WjCsydrCiKuHDhAsAeq4T9agS+Ll9e2fd54RTmZSTuzvOMwK3Qa/WZW/BwCi69CbfvYuAxGAKmEbM0coMMfJvODNNJATOF4lII2u3tx5IkI9nKSOKEJB4gbY/FUhHfd3BdC6UVcRqTpjH5IELaDn7gE/g+judhWQKtoVAtopUmzxVpkpMkGd1GSBTvAlNiejhvrVpga7D7/Wg6w/N3S3Z5120ZY0opydwMN7FJtcKXksxJEdq4gQsleGpuDmFritLHt3w2oj530y51b8oNX0NvShsMoGDbTPMbtZC0sm0TzfG0WCGgIF06URuVpHQjw8iM2KeyV9y3HTeY6a+kCbTLtEy5UUX7sEO2sPfdryUs7kQtNJq6M49vKfpZc2wNAZrebiC1q+71TS1aRdqpOc9Ka1bjDmW7RsHKiIZGoWcKT4zjRU6fPk2WZVy5coVWq8Xrr7/+yMJt96v3A2A6jJH+kXHmiRMnUEqNjTNv3LixxzizUqnsYZ8Om2EqFArv+Xl9v9YHDjDdbz2ohilNU1599VW63S6f+tSn9rSgvhEO4iNmx3Eczp0790BhhKMptPs91v2m8O5nqu0gtRswtdttzp8/z/z8PM8+++x93QyklDQ2+lizRBtAseDuaceNblQAj58+TmtrYABOK6KUWRw5UqbRDclyTTJ0wd5mlvRYJF0q+kThdKaiWi3QmiEUr1YLNCcsA9AQRiGD/oCTp5bo9xVaacJBQjixiUKpTG65JHFCs9tnLTFt4sWlMoNI47ouYuLmV6sGUwN169XijniTUTmetWc4a65mxN4bosc77ia5BCyBEAo7tkmFQkjQVo7QoNDYSlD2XJ5amifMczajAZCAgEWvSCvt7bF9WvSLNKcYPUohaadTQIaAObcw9TUAZScg1tGenLYoihCdhHiY0ea6zrB9bQ6oZAdTNUSjyoVi1hUaWN7MaT2Ail1kK53dOi7ZRaLEPN5M+5BCyapRsW16qoGnfDI9+7stkXSnnauJcoUH7Pzsu1lILxMseUvEapMzweM7Hrdtm2KxiFKKZ599ln6/T6PR2BFuO2oxPSr26f0AmA77GKSU1Ov1sfFwHMdj48xbt24B7GCfPM87VA1Tr9e775bgH6T6pgdMIw3T/Yieu90uFy5coFAocO7cual056MCTCPmamNjg0uXLu1gdh52mwetyVbYtCm8w2bXJjVMI8fws2fPcvr06fv+4goheOdKg42VkIWFEp0oIUl3fk6l4jZDBNvO3Y7jUC6XsUc3nyGbqZRmc6VDELgU54qsN7pj4fMkWAJQ+ezz4jqzv27OpHBbmxvXKBTUtvcuaADFkkdvYHREnu/h+R5oSLMUhGAQ9uh2u9hDFsV1XQOAphASckoUiZBij1EmgLQEuZNwmXVSxwi7A22TqRwtzHkpCJtYxkagLSzc3OEzpx7nbtwxp0xuM8UChdYKrcUQNJn/lXI66F1wC2zNdMyeff53j+1PhndWLI+tsE2SJrQ7IQJwXBfXcVmwy9MGCgFwsOmJLi7TGdCiFRDOCPiFe2fLTWvX9fKIXg6W9tFpho1DNsVaAaBsl9maYvg5Wf0Zx6fRrMUdHvMfo2LvZbZHGqZJjc4o3HZra2vPhNgIQB0W+/Rei85Hx/Aoo1E8z+PYsWMcO3YMrfXYOPPOnTu88cYblEol0jQdg9eHBW/fshTYvz5wgOl+vyD3awY5WrBPnz7N2bNnZ+5vBJgOY/pssqSUrKyssLm5eSCR80G3eVCAE0UR58+fRwgxsxV22C25EQN25coVbt68yQsvvMDi4uKDbo1rVxs4doHmZo+g4BKU/R0+RZPtuDiO6XQ6FIvFMRU96d49WWGYUEo8qo6D9C0a7Z2xIpYlabdna1X6U7RA48eG7TCtNJ1uB5UrarUaQeDuDNudqELBpbc7wkRAseCTKEW9Xkfl+di2YNDvM4h7IIe+T447nMxkqo/TXK3AemcnVCh4DhvdFr/NXZKiaXv5uUNipQhhWjqOJYlFYkBHbKMQPHaiRjx01x5FtiAEZcejlQ+GrfaR47imIF02486O8zsqPQ0UadPmS7WmYpWN+/Xw/0BgC4kip2YVTWDxqK0vhj5KIme+sEBORpzHJFlMkiSEYciN7i1yVw/ZJxdrYniiKD16s3JsgHgfXZRE7tuOs4VNex+xdpKn9GSKlVVZcGtEqkW+Gzjp/RfQgizQmdH2HNWpYLpmchZgsW17z4TYbvZpxJLUarUHBhyPGqwcpA7bZXu/EkJQrVapVqs8/vjjpGnK1tbW2MT3zp07O4wzHwSYjly+32sg+n6tDxxgut86qBnkyD36zp07B4r4sCzr0Mb1R5VlGf1+n16v90B6pVl10Iy63blss24EjwIwvfvuu+R5/sCO4aO6e7vNoJ8yOnXhIMGKM5aWyqxv9Xa04wb9Pv3BgEqlMm7T1GsFtoaeSUKIPdKUNM3otAygmqsXEJ499kCqVQMajekLXLHg7ZmsG1WpaMb/VW7agtIyjsJCCiqVgI3N6duMZ4i6K7UCG8PjkJaFHwT4QUCl7LHR7pHECf1en67q4DjGsmAQJ3u+H2pyHH/o7L3Ra/J/yxWSksbW0hA6lsLMuIElJZYGpSSkkNlwrF7iTL0+lekoOw6hEmPABGaSrup5bCTRmMkTgCUkFauAwGLOrqO1ybEbqJgk6+KKAuvR9PbWUa/Mejz9PB7xK2zu8H+ykcIl8G2OlnwylZLGIVE8oN/vk8kU1/NwXQdPz/7ue9LdVwxedUo009li7IpdZHOfx0t2kabokKqclaiLI10DnHSTXGcIxL6TfQCu9ID9I1meLp6e+veDTMlNY59G/kRvvvnmDvZpbm7uviI53i8M03vVFnQchyNHjnDt2jXOnj2L53lsbW2xtrbGlStXHgiYfsuDaf/6pgdMI8rY+OlMnySI45iLFy+SpumBI04mgdhhfGH6/f5Y5Hzq1KlDA0twsBbarVu3ePPNN3fkss2qhwkJ3l2DwYBut4vv+5w7d+6BHcNHdfXNjT1/y3NFY6XNkSMVcCT9brTt3L3LA0XuetuTLRPLErSbJn5DIMahu3NzBZS9nz/ycLJuSqAtQKHg0Wr16XQ6uJ5LqVgaT29NC9sFE9A7i3lSM/RbXuDiDgyzBNpktyUJcRqx1RwMHZ/doYOxT7MzwLMt5ooBm40eb97d4OJyhywQ2Fqi0HhaEIkMWwijVcokmTQaJmlLir7Lcr2MmpLd5kt7B1AZteMsIYh0St0pYwmLXMEgTemmMVXf4k5/G9CO2EkNhDOE2RJBex/gEqu9omylFWGeULF9NrMBWEAhwAoCRJYjM0XeSmnkfYRlEQ5CHM/dbucCJatAPMN9G5ia+7fjGPZ91LQDJ2sbOHksuHVske7TujQV7iNIBzjiLVB1pnvyPAhgsW2bxcVFFhcXd/gTbWxs8Pbbb5uYnwnt071+5L4fNEzvB5bLtu2xKH8SmI4YqCRJqNVqYwA1i0UaaZgeVW1sbPDrv/7r9Pt9PvOZz/CRj3zknq/56le/ysWLF6nVanz2s5+977zSw6wPHGB6EE3LfnqjVqvFhQsXmJub46WXXjqwV9EkYHrYRX5kynjixAniOD70X037MUJKKd544w1WV1f35LLtt700nd1qOGiNcvBc1+XkyZMPfR6TOOPa1cbMKcrNtQ7z8wWiQYc8Vzucu8FMcrVb00GI1ppKJWCr0d8THdHeMovx/EKRxWqBRic0WWyTx5bMBpitVpd2u02hWNhBo0shac0AReWKTzSFzbItSWuG6/fO9p3AsmyKRQfhSOYXAtJh667b7YAe4LseYSJY6cRs9Vq8fjwk88x7z1FIJUjdHEsIdAZCWViWQEnDElmW4Ikjcyz6xans0pwfsB4bRsgVNmU7QAgLB8GdqAUTIEujkULQndDbjBhepRRFbLppNNW2Yc6Zvn+AsuPR3acl1dut7xEgHQvtWCxU57nZWiOKY7zQxmpnBJbCC2y0p0it2d8RgaCzjxhbCrlvOw4NPRVOBekj4LTo1ilJl37eQIu934mCDO7ZjpvFLsHDG0fu9ieatciPANRu9un9AJi+kS25WTUNtO0GppPWBe+++y6O44xZvbm5ufG6NxgMHhnD9LWvfY3v/u7v5mMf+xjLy8v8tb/21/ipn/opfvzHf3zq8+/evcsXvvAFpJR89KMf5ebNm/y5P/fn+Of//J/z/d///Y/kGO9VHzjA9CA1DTCNIk7eeustnnzySU6dOnVfQOUgrtz3qknbgpFe6fLly4cuJp91nCNmLcsyPv3pTx+45/2wLbnJc//hD3+YjY2N+7KKmFVvvn6HLNtHdO0Jrrx+HT/weOqJ42y0dgKLWjWgubm9iAkESqvxJJwUcmbOVrUW0Fg3i3IQuJTqBdqDmCjJcB17urZJQ5pGNDb7lCvlPQxotRbQnKGnymcwT9Vagc2pIbze2Apgsur1ApvtAVIIPM9joV6hYNv0opCNRpc4iYmzhNcfS8g8gZbDYXYNttTkWiBTSSJzPCmIRYrQAtuSnDlSx7YESuy99iwkaFh0a/SzlHYS0U+HwNPfOw0qECwGRRpp15h2jvVOxp04kBKtFWgxZgBHH9V+61nR8ma6cFfsgM5+03HaMCyWlBQqJbTWxGlGN0nQYU670aDsezg+aHfnolaxi/sCoqpdpnGPdl0jao/NRKdVM+0Tq5SiVabqWPTUTqNdV/rAbF2dQPDUPQDTYf64m7bINxqNsTv2iH0auWO/HwDT++EY7gXahBAUi0WKxSKPPfYYeZ7TarXG4Ony5cv8zM/8DB/5yEdotVr31Ra9n/rhH/5hvud7vod/9a/+FQD/+l//a770pS/xxS9+kbNnz0497n/yT/4JH//4x8d/+5t/82/yQz/0Q3zhC194T5i9PzCAadJaYDQFtrm5yUsvvcTc3NwDb/dBwU2WZVy6dGmPbcGj8Heats12u82FCxeo1Wp8/OMfv+/R/Qd93yNGa21tjY9//OPU63U2NzcPBTC9evHW8N/2biuOY+IopBAUKBQCtlY7LC6VaYUJ6XCKbo/5o4AszYaO3w7tGZYAAK6zff6iMCEKE6QlWFooYwc2d9c6O9kPzbAVyY6Yk8kapcjv+bu9j7h8xvrlF9ypgAkhkFKwUA5I45x2M4SCSz81ZnidqMcbJzNSFxQ5SmmUADcTaEeilSaROZYWCK2wbIlGs1AuUAk8Fv3COB/OtxwqdkCmNI6U3BnsBQRznk8rmZXRN/G5DkFRv98niWLKcxX0SHOmjcs4GhxpsxX3YKyE2rnF3j6Gkr7l0JlxmXvCobWLIRJC4LgOjuuw5FZYCZt0kpSkn2C1FCXLxi/YaDebGWez4w3uU47l7DtfV7VLbA2Pr5/H9HOoOXV8mTHQBtiH+f4s8VFvkYo9m214lGBhcpEfsU+tVotGo8GVK1dIkgTXdfE8b+wd9I3WM40YzveyJTdiWO/nGCzLGrN2Tz75JL1ej8997nP89//+3/nKV76Cbdt86Utf4o/9sT/Gd3/3dz/EAM52vfXWW1y6dIkvf/nL47/9yT/5J/nLf/kv82u/9mtTWabl5WWWl5d3/O3bv/3b+emf/mnW1tYOZSDqfusDB5ge5EsxGY8yymKzLItPf/rTBzZEnFYPCph6vR4XLlwY63YmmQXLsg6l3TVZuwHO3bt3ee2113jiiSc4c+bMfZ/TB2WYkiThwoULZFnGuXPnxozWYYjIe92Ia1fXJ8TD29Xv9xkMBhxdnEM52+91a72LHziUKgHNzoDuhHGk1hrPdcnznG6nQ6Fok8ZirPHZvVBMOn+PSuWaxlqH+YUSRQSlaoFUK7baA1ot04paWlymOQP89KZsE0y8SmMKiySFmGmM2d8DljTVko8NuBlsrm+zHYWyR2OlT6PX5K2TGZGtcBxpsuMAL7XInIxMmAgUqQUyB13QZEpTDTxOzBsNnistlrwqcZazlYT0kx5oKHvT26+uZTFtQr5ku8aHaPvwjQ4tS3nyyHFaerANMYYRLBrNnBOwkXTGL9q+1gV1d7ZZpdbs266qOgHryWwGKNVmyMQKLPzAH7JPKb0kJe9nhI1N/ECSeymu6+0AxxKxb5QJwCCLRhF+U8sSe2/trSGDt+Qu4MiE5j328VTx1L6PfyNF17Ztj92xR+zTm2++SRzHfO1rX8N13TEIqNfr3xAQM7qnvpcM0+gYHub9lkolfuzHfmz8T6fT4eTJk/zMz/wMP/iDP8iLL77IT/3UT/F93/d9D7yPN954A4Cnn356/Dfbtjl79uz4sYPUr/3ar3H8+PH3BCzBBxAwPUiNgM3I2+h+stgOst37qfX1dS5dujQzRPYwBdWjGjFMWmuuXLnCrVu3Hmp0/0EATrfb5etf/zq1Wm2PVuwwANPlV25NCKTN/xrn7g5pmnHy5FGi3t6VOApTojDlxKl5VlY749ehNZZtUymX0UC16rFyZ4swDOl2u2OHaNd1qdaK9GdojaQUtNshWZoThW3yPKff7zI/V6S2MMcgmj7pVi4HdGdEt8jdyvRh1WqBsTrYva2SR2eQ4LsWlcBDKOi0Qzxpsb62S9ujNasbTTZ7Td5+LCe2wUaQSoVMhWlLWiAsidTGRgCtEZYmzXIcKXmsHFDXLkU/4M5g79Ta0UKJ9XivpiiwHTZnTLKVXY9BbM6HVsaPRmtNvVZH2GInyBJibF2QC4UQEjN9pyeYTI0j5My20pxb3BdQpGriO7rr9b5wx+Bk+ynbYLtuF9mMOrTSBNF38NoJlqvA0ziuy2JQp7mP3UDZLtBJQwximn4tdPYRua8nRt9UtnwGqkk+xfjyXu04eO/CbyfZp3q9zqlTp8aTd1euXCGO4z3ap0cB7Eb3rPc6Tw8eDjBNVhiGPPXUU/y9v/f3+Pt//++zvr7Ob/7mb+5hegB+6Zd+ifX19Znbcl2XH/mRHwHM/R/Y4+lXq9XGj92rfvVXf5Vf+IVf4Fd+5VcO+G4Ov/5AAKaRt9HW1taeiJOHqfsBTFpr3nnnHa5du8Zzzz3HkaNH2ewPWO312OgNaAwGuFKysrpOFEW8KxzmCwWOVcqcqFfwHiI4dyTS/vrXv04YhgeeBNxve/cDcNbW1rh06RKPP/44jz/++FSQ+LCA6d23TBTKiGFSKqfdNgCoXq9TLhWIerMdlbNBQtESyKJHa5e/EkAc5eOb9Gi6LEkS+oMBEBINjKu24zo7dE7VeoFmwyx+aZrS6XTwAx8yB5Eq0lZIuegRFD2EJYhzRbcf4fvOdMAkoD2DRZps69mWpOg7uLaFHzhYOXS7EY3uNtO0RwalAZFyt9Pm6klFaGssBZmrsRNBaoOTQeLmOEhSpbAQOEhyO6eQezw+X0XpnLc3VilaktSRY6BgDbVH0QxvorrrsRbtZdWkEGMAMrJesCyLarVK2fZ2Mk8TVbQ8Wmk4vN5GpphDKxAN7bQ/AaLEGHsIIbDl7AXIlw6tCUCyeymuOAHryezpM0faWLZFYAcQGAAYpSluCmk/Zq25TuznxjhzCpvpCRcIpzYZYWc7blYNsphuHlGwAqqOTTdv7Xj8mL9E2d7/HnHYGqb7rVFLcDKbTWtNGIY0Gg0ajQbvvvvumH0aaZ8eJoR8st4vDNNoWvQwqt/v71gblpaW+IEf+IGpzx3lCs6qyWSKkS6q0+ns6Oq0222OHj16z+P6jd/4DX7gB36An/mZn+GLX/ziPZ//qOqbHjClaUq3a5yZp0WcPEwdFDClacqlS5e422ohl4/z/712g/VXXyewHTpRTH/y5pqm2FnG6vXb9JKEwLaZCwI8y+Z4rcynTp/g9Hz9vo4zz3Nu3rxJrVbj3LlzD33DOCjAmQSJzz//PEeOHJn6vIeNWrl7s8G7r91l6ViN2ysmob7ZbJp0+nIZBHRbs39xA3SafaIohTYsLVdp9mKyzHy21WowthAA87kHQUAQBGit8T1BNOjQ6/VQSo0Bgutuj5lHUUSv16NULuF7/nA7Eq1h0It3OI8LIRCFlLnAxbYtkMI4YwOWI0nSHIExnRxiAACkgoWCTzhIiPopvb4BJsVqQK+/E2S5rk1zYppOa0230yGvaq6cyAgthaUglxpLSFJLQaZRFthakCtj+GhnRgOllKRY8ijUzI3x8cUjrIQtSBLi2Lx327I4WizT0IkJvp0oS0ia6fTPaMErsJl2ybOcdruN67pmkkeYKbdBMh1Alm2PcI+g2ywui36JRtIxsTGjFt7IeVxDa9g6nIZIKnaB9WFcyTSn7kTNjmISWtDezT5Jgeu54AEFD6UExUyRhF2a/aaxe3AcHNfFcWwGo8k9zdQDnNaOm6yiFdDNhl5kecogT5l35xAiIlLm2O7FLsF7L3ietn8hxDibbSRwHk3eXb16lSiKDo19Gu3/vQSNI8H3YQKmcnm6jcTu+rEf+7EDb3fUinvnnXfGtgBKKa5du3bPVt9/+S//hS9+8Yv8g3/wD8aM1XtVHzjAdD8XxijiRAjB8ePHDxUswcEA0+3NTf6vr3yFRqYIXZ/k3Wvjx5pDw7i5ogFEzX5IO4yIophakDBXCvAtm2Z/QA5005grGw0KjsunTh/nxRPLFKaFlk7U2toaGxsbVKtVXnzxxUP5Yh1EmD4ZGvzyyy/v+yV82Dbkhd99FzRs3mlRKgja7ZxisTT+VVOrF2jPMH9Ea2r1Is2hWSUCGqttvMClUi+y1ezjebO/Jn7BJRnE41HcjV6PVCnyIUAKox5posjyjGq1usM6odedrlHyA4fGxvTjXThSpjXlsUotoDWFkSqWvD1gCaBSDVgf6qCUUnTabXpuxltzOaFU2BlkjkLYkkwpFBpfSxJyPG2RxRrHsVBak9oK37I5dbQ+PqeRziaCbwsopUmShFSldNpmv4673dZcDkqsx9M1QTmKNDHsXKEwtF4QBtjMbD1p6O8j6Dak0xBwCjF0/jZxLXWnyFbaG0bfDCHJxORdvA8gCqS7r+dT3SmytU+rr+YU2Ur7hK4At8KCtYCdp7TiBt1uF0/ZdNw+ruvMwkv7tuPA5Nt1s53XXiPpIxEc8RYY6BZPFfbXL8F7bxx5EMA2yT4B48m73eP1I+3T/fyYfK8BIxxu8C48umiU5557jrNnz/JLv/RLnDt3DjCs0cbGBn/8j//x8fN++Zd/mbm5Ob73e78XgN/8zd/kC1/4Aj/90z99XwDtUdUHDjAdtEbC5tOnT5PsQ48/TO0HmK5sNvhPly/zu9eu4QUBxWIRKRQLhQBHWjQGIcnwtVthiBSCuSCgKIv0UJT9gG6c0MxDbCmZLxRQSrE1COmnKV959yZfvXGbx6pVPnHyGKcXd076TbI7CwsLh9rHvxcjFIYh58+fx7ZtPv3pT880DB3Vw/g6JXHGaxduoIHBoM9gY0Cx4lKrlcfeR86MabMRs2CNNEHbk+jEYUIcJiwsVUji2QtkpeSxMYo1QfPWxhZKG8+gYtnHafbxpMCXEjodPM8dtgiq9GZolEpln3BGgG+/P/1adjybaQkdhaJHL9r7mnTYj8uzjHa7Q7ukuXFMESuFzAFbgCWQmNadn0lyofBTm0jm2K4gSXNsX2BpwemjtbER49FiifVk58FIKTherdNM+8wXfdIsNdEjg5But4fu9chc074rOD6utHGljSctev0euhlzsr5MUCwwHIDDkxaRSnHlyJV9u0XkWzaZzgicAgjz2eQqR6FQOt/D8oz6cUIIHNtG5nLoMq6HFgZmGwXh0kp6Zj+CPQOZFTsg3Od+s2cSc1dJsfPx3tBY0vEXOVoNkHnM3XCDMIrIMuPmPRgMxoHBVbt8z3ZcP5sO1BWalbjL2cIJiva9R8vfDy25+93/bvZpNHk3yT6NzB3vFUL7fjGtPMxjeJRO3//0n/5Tvu/7vo92u83y8jL/7J/9M/7qX/2rO8wrf/Znf5YPfehDfO/3fi9vvfUWX/jCF3j66afJ85x/9I/+0fh5X/rSl2Z2LB5lfdMBpmkRJ2+99dYjC8rdvd0LKyv8t2vXWN3YZLXZpFguj1swWsPmwPzqlUKwXC5iC0mqNI3+gM3+wMRWRDEqjZkvGpDU6Ies9cyv0sBxKPsenSSh3YloRzFvrG7gS4tzT5zkM0+dJssyXn31VTqdDi+//DKrq6vE8Wy/lfut/Vpyo3iVI0eO8OEPf/hAv8AeRsN0+fwN4jClM3TuLlfK9Ho9nHmNU3QJByntrSkLyBAsITSd1mCmnU0cJoS9iKUjVba60R6fp8n/znJF2fPoJwmZUjSTGDveflwIQcGO8KVkPe7ipRblwB/qe6yp25ysUsWfOTnXH0xfpAfRXuDlew6t9oA0SWh32txZ0NytZkaLJDWBtAhliqXMmL4dCzJboS3IpEJqgVIa37JI84yj8xWKQ+8kiZgZ5jrCrY6Q1IIqTsHCEhKhFI1+h040oNHu0pC9MfNUEw63ew0qlQotoWgNttmZRb/IZjwdHBwNSqxH08WkR4IKW1GHwPIIbBtXWkhhMuqUzowBJsPW6BBF66H2qWR7DJJkOBiw3cYbte9m6bMApBZ7xOA7zg9y5uOpzlmNehStgMXiY1CMaAwahGFIrvJxYLBwNLGT4TjO1O9e2QpozwBMo/pQ+bF9Hx/Ve82wPOz+J8frgbG5Y6PR4Nq1a/dkn96vppUPWiPn9Ufl9P1d3/VdXL58mV/91V9lMBjwK7/yK3zXd33Xjud86UtfGrfspJT8pb/0lwD2aKUOe5L8oPWBA0z7If7dRoyjloxt24cKGEY1CZheW1/nP1y5wvVmk06nQ57nVOs1FoolAsemHcUMEvMhzwUBrmWxPuiTK40lBXPFAKkFd7MMrTWpUqwOQZLn2CwOGSYxvDEHro3nFPEtB6UVSsGvv/E2/9dXX2FZ5nz29LGxZcH6+vqhejvNasndvn2bN954g6effpqTJ08eeHsPA5h+/3feotlqIYQRd2ul0BrCXoydZBw9VmPlTmvniybGzuu1Iu0Z+W8AQcGl3x6webeJ4zrMLZbYaIVopY0fUmt7wXYsi48eO0KapWw224iCQ+grenFKL05IVU4/zegDG60UmWqsdpfAkhRt2/gWVcu0ZuitgsCdCphKFZ/OlJy6Ynl6O65UDdi6u0mz1+baMej4GcISRELhK0kkUtxMQgaZZa5PZYOFQGnTCrMySebllHyP5fntVvfRYpHVYWtNIKjYHr50cKXNIE9w8QjTlCjdPq6FICCyJW6pxFyxSJqlxHFM2O3RR2E7NnmWk8vtX9Mlx6UxY6LOkxaNGUAKIFGpYSSH+p3JOuKXacUxJbtE0XawpSDXGQMVkqiUVGgsadinXBnxv+M4KK0pSOPNNGmaOVl1t0gj3b8d10hmP162A9ppRHdIeAa6ihACr+QBmizNCNOMMAyNZsy2x9Oco8Xekx77mVVaQvJM6WCA6b2akhvVYQO2Eft04sSJHeaO77zzDmEYUq1WxwCqWCy+54ARDh+03Y+G6UHq7Nmz/PW//tdnPv6jP/qj439/8sknd7BK74f6wAGmWdVsNrl48SJzc3M899xzO1D3wxhM7leWZXGr2+W3zp/ntfV1+nE8nuAZxW604ohWDGjNyVoVDTQHIVvhtr4iV5qNvlkkhYSKa3G0XDQ3JGHRTxJud8wiVHAcar5PkuVs9cPxjXm+EGBJRbPfYk1ZvPXmbX6vm/GFFz986GG5u7c3YvXu3r174HiVyTKTbfdvXPn2Gzd5/VUzBVMum4T6TCtGfZIsyUl7EUvzJdY3u6btMgGWBMKIqvepwUTbLE1SNu80CQoeQb2AlmIc1DuqOInpdrscWagihQMTP9aiLKMbxfR1Tqs7oJcl5FrTy3J6Wc5aFPNm2KOUCoquQzXwqRcLFIYtzXAKWwQmI45pgKno0dvtv6Rhc6vJatzm2mOK0FUIW6AlyMywKHYsySyNcARuJondHCkEWpiJLqHBtgVaSp44bj5rAVQdH0tIjrgVwiyjk8Y0swRIWAwKbMZ7gWDd82lM/l0IHNshDEPqtkdScsmzjCRJ6PX747y7ubJLf4Yoe84rsBZN10NVHJ9mMlvbNBqx72UxvV1MzLxbQyjBvOPRT/vcba9i2zbFYhGNpmQFDPJ03MYzMqntdu/udtvu2j+NEHzp0p4Iym2mEXGqOa1r+I5G2jlbdp9a4KGUMpqxNKXdbhtbA8cFT6AtbcTuU+psYRnf2r+FPqr3Q0vuUQGW3eaOk5N3I/apMPwRm2XZoU3e3W89ipbco8yS+6DXBxIwTS6wWmtu3rzJlStXZgbHPgrA1EsSfuPOHb6+sUG5XCZJYnS/z4lqFe15RKP9ac1SsUiYZdzsbN/Eq4FHwXboJQndeHtRK3kunX6PRmTyyOaDgMC1GaQpmVIM0pTBkI4s+g5VzydKU9abbaJ+j+NLCyxVq9zcbPOVd2/ytRt3qLsWT1eLfPjZ5/Cch//IJwFTkiS88sorxHHMuXPnHshW/0EA3erqKv/hV/8nhaBAUChMLDXbxpWuZ9Pc6KGUpr5QohdnxHE6fJaZ7upMMYAcVbHi05/C9kSDmGgQc+R4nYW5ElutAUopBuGAwWBApVzhyNF5NtZ2Ltq+beOXbJ45UmFjrYNG009SOlFMJ4ppRzF9FKFShFHMZhRDs40jJNWSR6XtUy8GFBxnxzUeTtEoAQx266A0JMmAN1SX1WOazDGu4WmeU8hsIjISy7TVECByTWIrJIZVUlojNXiZJHVzPvHYYywVy6R5TjuJKdgOt3rT3LuDma2z3UaVWinanTYSgTdfAZ2D44wnEpMkIUtSbmyukqJ2+GGNFs/BjJYgQMF26WTTtWNFy2UrmX09ONJiNeqQZRntdpuSX+Z4bRHXEsQqJkWN2afR/WmUKWhpaRzPZ4A8GznTHgFMO7875biFgGYaQgrH/Co1y6GVtZBS4vu+GeHWkGYpTirZ6rVMWKvj4A7PnWVZYw3Xc5XTM49hd73Xou9vJMMVBAEnTpwYs0/tdpubN28SxzG//du/TbVaHWufSqXSN+y8PIqW3KPSMH0z1AcSMI1qFHHSaDTGMRvTanc0ysOU1prfunmD/3DlChutFlorev0eURhSLlcY2DYiz5kLAkqOQ5RnrPf3LrrtOKY9bBNWA4+a55HkilutFs0kxc4NgBi91pKCpWIRATQHESXPxbdskizjTmMTlaacOr6MRnCj3QYHFhfKrDe63O7GXGk0+eov/Rs+evwIX3jhwzx99MHt7kcAp9frcf78eUqlEi+//PID/8q6H8A0ErNfffsdBi2LQmHnePrYaweoVAtsDloANDeMq3e1GtBpm5DWar1Aa2O2aVrBd+kzvT0mpWRzpUOe5bi+TSZT0iSmVq1h2/bYkmBajR4TCEquS8l1OVYpI6UgRbPVHdCJE7pRTDdOSLViNYvZ7EWw1cKSgornUS8ELC9Wp7bpiiWP7kQ7TitNo9Pk3eM5DV+jLYFQChGbayvVatx2y9FYQiAxz5NDf0Q7Nm067QmOzdXIbVjpm/Pn2zYbM0CRNcNos+x4bETbLag8NwJ0x7Y5u7TMxq72lBjm3Z2qLbA2BC5JkhjLhm4P27FZDEps5Qm27ezBJVKImdYFAFXXJ5ziA2VOILTTiGQ8rRfgFgrj91y2fTKdUXfrIHI6WZ9c52PtU90usDlqx02yT8ODrDlFNvdpx9Wc4pRj30ZfEsFm3CNWORWnQtEWtNP2cEcYPU6hhgocVJ6TpAlJkjIIBwhhxPZFL+Bx7+BC2ve6JfVeaYgsy2Jubo5w2CV4+umnx9qnGzdu7GCn6vX6Q4eK71eHeQ6iKCLP80fakvug1wcWMI0iTmzb5ty5c/tGnExGozxsJXmOa1k8UZ+j2e4wSFKkzKjV69iWOZ0lz0UIuDFklGq+R8Fx6cUx3YkJGgEcLZVoRzE3hiaLZc9F2RZ136MZRYxuiLnSpHmOZ1tICbYUJFnK9ZVVMq2pVKtsDgFY0XOp+h5xmiEE3FpvkmpFqjS//c4N/ve1WxyvVfhDT5zi888/TWlK2Ol+JYe/on/3d3+XkydP8uSTTz7UL6qDAqY8z3n11VdptVpUCydgV5ioqdFxaKLR9NrQjToaJCRxxuKxKhubfax7HPNgiv5nVNW5Is31Lkpr1tcaaK2p1assLFRJUbRn6JBsx5r5WLVWoNkcsFgqslgytLjSim6UMHA0G5tdOlFMrjTNMKIZRrwVtggySS0IqBcC6oGPa1sUStvTcXmecz1scO2kIvMEIgOZQywVSEFB2AysDAnkw3amowSZBDsGqSGV2gjCXQunZHF0fudNte75rIR7wed+7FLJcegNfZKyNKXdaeP7AcVigZTZ39d4qDvaaVtgWlA6y2n3OzuctR3HRQrBgldkfYbuCa3ppLM/7zmvyEp3i263S6lU2nO/Kdouq3E4bpvawqLulnClpJebVqKVT2GfhuApV3rfFpcr996qJ7vYdbc4dknvpBGdFKpOhYIlaOdt0NAbRr1Iy8K3Anw/AK1J05QkTah1bX73K//rwD5F77WG6b3e/4jdCYKA48ePc/z4cZRS48m7a9eu8dprr1GpVMbn87DZp8NsyQ0G5r70LYZpdn0gAdPGxgYXL17k+PHjPP300wfy4jgswOTZNudOPMZz1Rpnmk1u+R7y2DFe29wkyxWLxQKrvT5dvQ2MWlFMa/jLtey5lBwXWwi2woiV7s4beD/NaGUZThRRdF1qvo8tJJ3ILJCj6oYt45rqeTyxuIhr2bSimDBNsaRAo3Fsi/lygbpr89q1VbqxcbBWWrHW7fGrF17j3156k8fnanzu6cf53IfO3PPLp7Xm1i0TcvvhD3/4UFzTDwKYoiji/PnzSCk5d+4cv/L//m2Cgku4azpsdC8qVwJ6zcF4gRrdpJTSbN5usXC0wqA3e4Esln36+4TtSiHI8pxOp4NtWZQrFYQWNFZazB8pU7IsgppHP8roTeiLqtWAxgxPKNvZe+6lkCxUS2R5zvKxAkprenFCK4xoDkKaOiVRivV+n/W+ASYF22Yp6lGxXGoll9fsTW4u5HhISBSZbSbCQOArSehmZphAg5ULPGkRywwFKKER0pg9OplAF+HssZ0atarrsToFLMH2ZNzuKtg2G8MFPkliup0uhWKRIAiYc4OZAbx1N5g6SSalpFooolDMlxwDApKEfr9PnndwHAcvVeTW9LDUea+4b0ss6g/odruUKxW83TYZmmFUyXZlWo3ZJ1fY2Foy59Tp5T2S4STdyLbAwaKZ9rbB1NAfarywamZOz21LpPYuwu00op1C3a1SdR1Wk62pG3BcF8d1+T+e+sMcE7UxWzLpkj0to+2bWcN0kJrG7kgpmZubGwe6R1E01j6N2KdR625ubu6h2afDBEy9Xm9s/Pmtml4fOMCkteb27ds888wzBw7gO2wN08rKCpcvX+bIwgLVKOLciy+RKcXbWw0urK7ST1PaM6h9z7LppwmdOKHoOixXSsRpzlY4YNIIyBaCqu+xORiQ5DmeZXG0UiLPFbcbDbq9HsViiSDwaYQRc4FP1XcpujauZdGJEnpDNitJEgplG0+4JGGGbUuagwjbsbBUxsW7q7y12eDnv/I1nls+wvc++ySfPHNiz81wsgUKHEqKNWwzVrOq3W5z/vx5FhYWePbZZ7lxZY3rb63i+Q7lakB3R36aOWbXkXvA0s43o9BRSr1uWJ3dVQjcMWDqRQlaQ8FzsIbgYXOtRavVIvB9CsNW6bgU9NohveFxlcsehUpAmOSIGe0pmB22W6n6NIbxKlIIKr5Hxfd4cnlhrIHaGoQ0hx5dHVK6jS3iAkQVibAlVgqZC7k9HJEHXCXJLbASgRSCRGqwNFqYz0Iq48EkpUDlCunanD5a3xEUC+DaFnpKx3veC6YKvcG0v1ajLlEU0u/1KVfKuK5hOl3LtP6mlTcjnBe2xd4CI3B2HReKw/iITLERdknSFCnlBPtk9GDOjCgUDcT9kK1wsMd4dHK/+3kf1d0Ca1EXEgNs5r0angWdrEuqc+pumY24s23rpLdtDEAw546iTnZfO+ZxW8h9tVfNJMQWDgVRRYqUntr7mRQtjzOFo1hC7pgUm8xoS5KEer0+BlDvtYbpvQZMB9m/7/s72Kd2u02j0eD69eu8/vrrD80+KaUOTXA+Eny/l5/p+70+cIBJCMHHPvax+5qqMpqSh9cwKaW4cuUKt2/f5qMf/SgAb7/9ttmHlHx4YZEPLyzyp599jmutFq+srXJxdZX1/oCi61B03DELANBPUvpDqwHfsan7gTHXa5pW0yT7FOc5K90uvV6PLIk5e2yZwPOQQtKJY7bCKW7OgUfJcWh2e3S7msV6kZ4Ts97oUQk8slyRpwrHthhkKUmWc3llncsr65Q9l6eW5vnsU6d5+cxjJEnChQsXAHj55Zf5n//zfx7a5N1+RpgjcHr27FlOnz6NEILf/a+vm3MSpeSZor5QojnhtSSEoLXZ2/cXsMpNiy4aJCwcq9HsROQTuqPBBCt0q9Fhs2u27zs2QdlDDhIqxQK+7ezYj7QkrV2+T/1uTL8bm0mzkst8ycdyLXJgECaEYWqA34yMuFlXernqk7YUZ6p1nrYXyNOcVrPHmpPw+6LJIFBo2yzDmQatDJNka4GjJZljWnJCQDLULQWZRd9KEUPXaxPfovGVxfxcQLmws3276BfYiKYv1tOGwhxp4UuLKM8gjNGDmMfmj4xZG0cYZ/GaUxiaTGrzDxqpxb52AbPE3pZlsVyqsxKZz8qwTzG9XhelNIHrcTuOsBxnBxjU2vzqLqRQqdVmTlTaYv9f+OnEta3R4xalJWwWvAoOFlII1DjqRo/bbVqbOBUTLK2HuWEwCZ7qTnFqmPGojHYrJFEZAljy6qS6TzTBgj9TPom16wPbndE2csne2Njg7bffHrPNR48epVarfcPBy/sBMN0PuyOlpF6vU6/XOXv27Jh92traemD2Kc/zexoDH7R6vd63ANM96gMHmOD+ozRGDNPDUMijabAoisbhtZubm1OPQwjB4/U6j9fr/J8f+jAr3S4X19a4uE9QYTQEdJ0koa0VZ30Xx3JoRiFprsZhslprlhcW8X2ftSH4mgsCip5LO4wI021g2IliulFExbGpOxbHqxXiUk6qFRvDeArbtejnKUXLwXNtEpWRKkUrjmhGIedvr5Dnv01NaD5x4ig/+LnP4A81T4cFmKa15CadykcGpABrd5q888bK+HlZltNa67BwrMrGMDKkVHbZ2Gjgui7ekEWYdKb0fJvWRFts826LoOjh1Qq0WgMKJZ/+RM6abQlc2yLJcqI0oz9QWKGiEbZh04xsB45N0XdZWCxjRYqiZ4JvJ/dbnTNBvP1dkSi+Z1MNHDwxDPIcvkYPz4MAluaMpkkrjVIKnWtEkqN7CZ2eWfgycl4vDrhbjIlssKWN0BqVmwacSjTaNuAoIzej7rnARuBaFiJWhO7OHxYCEJnAq9gsL1Z3PGYJiSUF824BW0ikcX9EazP91s1iyjIgVTmpUmRakeSK+UKRK+t3SNOMarVCL9f0QnNOjhVKrA2ms1LHimVWwgxXurjSwpEWtpRYQuDbFqnK8FyXTOdEeUqoEgP80OPJuEltk7l+MirKYjVskfa62EPbAsdxCcMBea6oLxylo6aDMVtItvbxVirsM3mXa0UnjVmLUgIrYMH16asBoYrH9ylLCzoqGv63HrKmjP8dGFppzK45p8T6UFCugbW4h4VkyZ9jkHdIyXiuvH8UihBiHD598uRJsizjt37rt1BK8cYbb5Bl2Q72aT9N6WHUiD1+r1tyD9MOuxf7VC6Xx+ezXC5PXbsOW8P0LUuB/esDCZjut0YX1IOOYHY6HS5cuEClUtkRXnvQVt9yucxyucz3nD1LMwy5uLbGK6urXG1ukSvNXOCjtGZlaFSpMNNxtm0jhaDs2LQbbaqey/LCIhthODa1BNicWGDqBR9/OKXl2BbNMKIRhrTSFNk1v0KPzJWoOC6b7T7dNEUiSFSOY1moXGNpSTnwiNOURtgnzzIi3+PXb6zyf/9//i0n6zW8XouzrQ5nD6HfvRswjcTd7XZ7Tw7diF2aLK01m3eaLB6rsb7RZWlhkc28TZIk4+BlZwieXNelUi2w0W/t2EbYN1YBC8s1pGsxmABMTx6dN4G+7Q79KMEJAnpewiBJGcQpaZ6bf09SVuMQOzLvxbElJc+lHHiUfJfy3PRzlcQZ7eaAfmevP1B9sczW6t5RfS9wiFrm2lMorvkR7xRDUkcRWxoLiZ0JcgnaFbhymAmnNSLR5I5G55AP2Zs0ybGlQGuBLQS51jiWJE8UVcvlk0+cxHdtMqVJVc4gS5nzA1b705mNmu/TmuJ35CC5unqHXOV7WInAtlmfNWknJFvD7SUqJ1E7v3dHgiJrUW/Xaxx822HeDUjJKXkBqcro5/E4D862bXw3oOYxFI4b9mkQts378AqsDzpD24K9C9a8W2Qtme75BCYqZZDNdiWuOgFhnhLmKXeGNhDzXgVXCppZhzm3xEbSG58nA5I0eW5E7gUnYCvuGV+x8YK68zinMZQ5ipWoiytszhQXeSy4v/b66D569uxZPM+j3+/TaDRYW1vjypUrFAqF8WJfrVYPHdiM7hfvdUvwsCbgdrNPcRyPtU83b95ESjlmnubn58f7PWwN02FGaH0z1h8IwDQCOFmW3ffFNcqke/zxx3n88cd3XEwPMn1XDwK+4/RpvuP0afppwuvrG1xYXeX1zY3tJ034TA3CkM1el5Pz8wykJNaKI6US/SShM8O9PNOKjSik5LrUAh9HQKu5PVGW5AqrYOOlDmlb4TiSNFVEWYZ0JWme0R+k5CrDBsqFAKVBC0Erjumub5BFEa/8299ksVziqcUFPnXmBN/2xEm8B+inT2qYJsXdL7/8Mp633QLqNPu8/vUbU7ZgfnWv325y9LE6G2vdbRahVBqPn4dhSLfXI076qFTgeS6WtX28Whu2aW6+yPxckcawtZbnik6ngxTwzNMn6TZDKI/2DEmW048T+klKmKT0dEyYpKSZoplFNPsRoHltZYNAWpR8j3LgmZap71Iq+1PBEoCYYXZYrhXobbS4Woi4WYgJrRyhjCGhbQwByC1Nbg0jz5TG0gI/EySeQmK0WFmeozMQCeS2hkSTSLAtSe5AQTssPFZhK412aId8y9ppODlRRwslVqfEkuS5QvT7ZGiqtdqeG3PdnT5pB7AUFKduE6BoO6xHe1meXGt6aULBcvZYHniWS8l2KVouORklK6CnQxzHMdlsjkMQFKhom7uDFt1eF8e2x9eVZdsITGTJfrU75HZ39bO9Hlqj8+pJD8f18WU8jlwRQoyvR9u2OVFfZC3u7IxpGWqbhABH2DT20TclOufEfYIl2N6XaREKSqUSpVKJU6dOkaYpzWaTzc1NXnvtNfI8Hy/08/PzO77TD1ojwPRet+Qe1f49z+PYsWMcO3ZszD5tbW1x8+bNHdqnOI4P7Ri+5cF07/pAAqb7RcCjL/X9gJvJTLoXXnhhqsD5fluDu6vouHzi+HE+cfw4SZ7z1uYmF9dW+a+tFlprer0ufpaxUJ+jJyRoaEYRzaHbb9lzKXsucZqjtcKWFhsTbFMvMcJvM80hODJ0D9fKxDtYUpApxWarh+vaKKHRSU4gJTkpXaXQtoMWAkdKLEviIEnSnDTXoHLu9nvc7nT4nXdv8Iu/e54jpSIfPrrIuTOP8ezy0oE+q5GGabe4e/eN4Kv/403yfHf7YbtFIYRAJTnlgk2UaeJom0UYjZ8XSy6NtRZZFjMYDMYCYM91cVyHcq3A1rphDKrzJWKdc+f2Fq7rUCqV8TyXLtvgRgCebeHZAU+cWqQ5bPUppejHKb0ophsldMkJOxFRnhOlAza75nOSUlBbKlFUkkrgU/Y9bGsYBCslnSkWBAOR89tscn2pRyI0lgYlTbvNlgKhDEuYWQqpAGk0MG4myKTGTiW+bREmGcKycBGExRyFHmplIEEhBzm9ck6kUpTydnweNc9nLdwLUiwh6UwBCVmWE7Y7WL5DtVjZ0aoEE2cyy8cJpgOLUVVcn/5uR/NhFW13qq1BnOfEeYgb2KyE5nGhJGm7z2KhSrVWZZBHCCmoe/Uxo5MkCYPBACElFS9gLYlxXHd6FIpTpDlj2g+g5hT2zZbTWnOj30YDi14NJVJacZtWu43ruJTL5voUQm77j+1o2RmGaz3pDedJ9ka2CAQv1vZvx806NpgOWBzHYWlpiaWlJbTWdLtdGo0Gd+/e5a233qJUKo3BU6VSeSBG4/0AmA7bZXtWTbJPTzzxxA72qd/vc+XKFba2tsYM1INqmr7l8n3v+kACpvstIcR9TcolScLFixdJkmSsV5pWlmWhtT6UXxquZfGRI0f4yJEjnGq1WUtTbg76bAUBW/H0xaCbJGhMXEo7TqjbNkvFIo3BgHxCFC8EZEqh0UR5Ti9JqAc+S6UiwZAR2mz1kVIgbUErDPGEZN4rYDkWSabIhaITJkhp9Dy5DWiNl2vKrkec52z2B2yFIe80tvhPl9+i5HmcqFV4emmebzt7micX56beHKWUZFnGV7/61R3i7smKBgnnv/L2zhdqva3zESbmpLneIUtz/IJLuerTbe8UUheKPv2hA/K2ADih2+ua2A87JY5TXNdlY2WLbrfD8qkjCNsnilO6+1gNTAqGpTRtzXLgsQwsHq2weqdFLzKGlJ3Q/JPlio1mn0aqAKOHKvkutYLPieNzZEk29ovacBLeLkd0fUWKmWazgFQaxsgW0gT3asiEwkkEOSAtgcgFiZMjLAOeBmQoW2MrSezk2JY0fkBSQ67JcoWWEDqKK5tN3tlqMe+5HCmXOF2vTwVLAEuFIivhzhbVyOzxVLVO3x06Ke6qeT/Yh10qjS0Idpct5cxMOYCq4zHIp39/bCHGbE6apnTabfwgwPZMNMuCVyDKUxacKjiarjMgDrLxdVNSFiv9Fqq77TjuuR5yeB24MybvRuVZ9syJP4CaW2J1GPGyFvXIspS8E7FUnkcVoGB5tNOdE6LbonADnhKGPzCGFgaGfNoOFT5dmGfevX9W4aAtMSEElUqFSqXCmTNnSJJkbFvwyiuvAIzB0/0s9u+Xltx7Adgm2af//b//N8eOHSPLsh3s04jRux9A+i2G6d71BwIwwcHdvtvtNhcuXKBWq/Hiiy/uO7I5qY06rC9Ot9sliiKOl0r8n9/+7di2zWqvxytrq1xaW+daq4nWhklYKhZZ6/XH9gGr2Wj6RrBQKGBLSSeKKTkF+s0mq91tLURjsH2jPbM8R831uL3RJO1FlBwH7dkMdI5KzALhSouK75ImOSpV6FzhOxaB6xBnOcjhKHQOWkAOrA363Ol2uXh3lV9/8yq+ZXG0Uubs4hwfe2yZj51YxpaSmzdvorXeIe7eXRe/cgWVjdil7V/RsH3TrM8X2LhtWo/GpDJlYbnO5pD1kULsCNodCYA7YUo/lXi2pLE5IE9SUF2EAM/zCdsxrgfHT82ztjZjGkkwlQ0yh6vpdSIsS1It+lSL/vjvyhasNXtDABURJRndMKYbxlwf9JAJ6BMe0RGbtChMi82SyAy00KRaYymBizQWAJjnSCCRGiFA5JA7xt9H50MmTo8WT/N3KYRhHhUgJBXb4egTNRpRyFq3T5LlrIcxa2HEtUaTWsFlqVjA933sYXvKtaw9bE4UmWm0+UqNyLN2ui0Oy5WSxj5MTLZP22vRL8wEWrYU+253wS+yGvZI4phOt0tx6AM1KikE/SzZwW5VnSIFx0a7ikynzPmGZU6ShCRO6PeMSaXveqylCm1Zu8k0s23kTPZpkKYUHIdwIhg4TRLjMF4s0ndsCsqh5pWI860ZbUFByfHpZBFSCjRibFdg/t8A64+WjH2AEOK+7mH7MUz7leu6HD16lKNHj6K1ptPp0Gg0uHXrFm+88caBhM6wfc/9gwiYdh9DtVqlVquN2acRIL19+zZCiLEv1Pz8/L6A9BvBMG1ubhodaaVy7ydPvKZSqRzaNODD1AcSMD3Il+QgDNOdO3d4/fXXeeKJJzhz5sw99zMCTIcVvri2tsalS5dwXZeTJ0+Ot3m0VOJo6Sx/9ImzdOKYV9fWeLOxyStrazuYpFHlWrMxGLBQCLBtSaRyfCmp+R6dONnTDonznFrJ5uZGhgxcfNsjTTK0LVGWJs0UcZKTkBN4DraWRKlEaU2eaeIsQ9oSaRlhcZSaBca3bEq+i9aaLFP0csWVjU0ur6zz66+/je9Y+HlOxRIccSTP2tO/EL1OyG/9uwsUSx6DKCdJMralrMP2lYDeLsCics3m7S0Wj9fZ3OpTmy+ytbZXoLvVGbDZHqAcgYwNqJaA61i4dootu3iORS/p4yiLoycX6fZT4okw3Gq9SHtrekupUi/QaU3RKAnBkaUqUsNyzfyyi9Oc9ajPzSClVdREAWhHgFCIHEQGjlCklgGmwjJsQawUUhhfJakZ8Qo4mM9QDRdKkxMnDDuoBLGjjZhZaVSmDIOoJUdPV6kUfCoFn1P1GlsDA5xavZC+zun3Q1YHEVXHZs5zKPs+J6o1mnlmFmgNYRiabL1KhWO1+kxgs7AP6JnzgtlhuRq66WyN0KI3XUs1qjDLTKxKr0e5XN6hrQksZ2orb2QGOe8WaSaZEWi7kp4bMlAxWhn2qZhJVtstMzHo7s27m/eKbOyyAtDA9VaLm902n1o6gdLmfcexCXQul0p4w+mzQZawEvZJlc2iX6GnemMH9FEVbZ9uloyNMMdtOa3RWuAIyXOVYzvui1LK8T/71WEwPEIIqtUq1WqVxx9/fI/QeTRmv7CwsCdi5L2ekINvXEvufo7B8zyWl5dZXl5GKTUGpLdv394DSHezT71e75ExTJcvX+YHfuAHePvtt0nTlM997nP8y3/5L2d6+cVxzM/+7M/y5S9/mSzLaLVa/OE//If5+Z//eZ544olHcowHqQ8kYHqQ2k+grZTizTffZGVlhY997GMsLCwcaJujXzgPO16vtebq1atcv36dj3zkI9y+fXvmNiuex7edPMm3nTxJkue8sbnBpbU1Xl1bH8eu7PV80mzlGSKKKPkeVc9DKeMYXfM93lldYxBFnDixwOZWyCBKsDxJnGS4maTu+4SJIffDODWO1BbkQtHVCdI2QlSZSxwhCBwXSwriNKebJEhLkGQ5jpAmgNa1CdOUrX4PpaFS8HmtGfH7v/qfKDgOS+Uyx6olnlqa52MnjvHKf3iVJM5I4oxixUf49lifNKr6fImtldbUc7Zxp0ltsTwzC36uUsC2LFJL0d3sGRsHIEpzonR0zSTcbYWIXOO8dRfPs6ktlSkXi7jSZt6ZffP2PAeYvugnSYZCse5mrPgZW15GZGuQNkJpCkAsNEoYewByTTyBK2Wm0Zh2ZC71GCwJKZBKg9Jkcqj3QIyBk5dLEkfhCAG5RqUaB4HQgseX65xYrJuA4mH75lihzPPzRiT8TqPJO5tN+knCVpKx1c+Y9xVJmFKxJI7vobTGSVPOLi7jeS6pyqk6PpkeWgyoHIVhQ2cCIkzLbVYtBftEncAOhmZ31V2fO60G4SCkWq3gODvBes31WZ0RaszwuBWajQnhe9UpUfIcEjfBEoKk4JClo4GDiG63i20b8FTB3ZHDqzW83Wxwdzj92k9zXNceG3tWJow9Aea90tiT6u6gixSCI0GdSA3GflS9WWBy2LZ7vnaSsm90jSPbFfPjJhs+TYzvcbvByagNfpgMzzSh87SIkYWFhfcsR26y3i8M0yzQJqWkVqvNZJ8A6vU6X/3qV/mjf/SPMhgYc9bDrjiO+fznP89nPvMZvvrVrzIYDPgjf+SP8Gf+zJ/h13/916e+5tatW6RpysWLF1lcXKTVavEn/sSf4E//6T/NV7/61UM/xoOW0PfjAPk+KaUUabpP839K/d7v/R6PPfbYHnfwOI65ePEiWZbxsY997L5t4f/rf/2vfOpTn3rgwMIsy7h06RLdbpcXX3yRcrnMhQsXqNfrnD59+sDb0VpzrdXijY0NLq6tcruz89frxuYG9WHenRRwpFRiqz8g6nSQaNxylUQptNbcWW3R78e4noOOFUKAcgSOJVGpGWsO05hcSFzHxnIkWZZjKyM+jXVO0XFRmcJxLGKVo4UgHnpEaa1RWUrBcnAcF9e2aPe7OEFAnGWm5SgkZc8lT3Oa6x28DIJMUkxhQbocET50twFwteLRbswWDfsFB6E1fqVAc2tvK0RIaG02hhM/ZZJMESUpYZwRJgmxhF6jTzolVFf5NsK1KNkuJd+jFLgUffOPkIJiyaM/4eKt0TTtjI1Szoad0nMUWoASRntkIRCO3GF4aKvh45YiV5gVVsFIlqKliTWxLOOrpLXGE5IEjRZgAbkGyzZZcsoyf5dSkOYKKYym5VipxNEztanncKlQYG0okNZAcxByt9NlaxAiFGBB4NjMuTbloSbKmEaW6UqNYzs7yE1LCJYLZbpZjC0t7GFr0BBgZkEe5ClhHpNO8Rqa94OZk3oLXmGfdpzGi3Lu9ttUq9U97LDAWBzMAly+5RDn2dAvfW8VLAeBoOp6JDqhnZnjGOfdJTmDxARAu66L7bi82+uwMRgggCfrc5yuztHsdcYM3W5At+iVdgQXj49dCJb8Aq4UrCbtGe/f1J8/8+08WdoZtquUGoMnNbwfjGqSfer3+3zta1/js5/97L77OKyajBhpNptjK5JnnnnG3NcOye36fup//a//xYc+9KFxDMo3urTW/I//8T/4tm/7tvuePBy1Q69du8af//N/nrfffptSqcTzzz/PP/yH/5BPfepTh8ae/Zt/82/4/u//fm7fvj1ef//jf/yPfP7zn+fdd9/lzJkzB9rOl7/8Zf7W3/pbdDqzbTwedX0gGaYHbcnt1jBN6pVeeumlB/rSPUzsSr/f58KFC3iex7lz58Y92gfZ5qRZ5v/x1FNsDPpj5ulqc2vsILxQKJDkGbeaTdrtNo7jUC5XiLWiGngUbIe673P9VoNWOwRfkitFmuYIYcaoHccmzzSBZWEpgYiH+VeOINMKnUE/S7EtySCJjb4FiznPJ8tSelGEtiwSW6KkopskJEpRyHKKtoNjSVKlibKUsB2hgZ4LXU8hNNxQEY6IoQx2JihJG6ffp1gWVBJJLRV4aueXvVwN2LjTIhokLB6v02gMxhNhWZqiRIRt2xSLhpL2XYnv2gw7ZcwvlWmsdsjynDA2/kuDKKUfxfSUQnViejKh64XQsZA5YAmcpQARO6iyJC9IIlcTSUUuwHKlcVsfDi/JXONoQS5ApwpbGVZIKo2yDLvk29vGlkorUqHJLExLbdh6SwE7UaQlC6kF0pBIYAgnA4CluR7y4X8LCRXb5cip6b8wJ8ESmOOdKwTMFQJKlsvlzTXudnqEacadNMO1LU5UyzxerrAZdg1QGLenPFzXwbEdNqLB2BNpdx3xi7QiI9p3pE3RdnEtC0sIHCmItDFc7ecJu4Xk1owIGq01ca9PK02p1WpTF4Ulf3/mqu4ErOSzb9pVx2cl6o4n94p2QNXxiHVMR0qO1iqshB3SNCVKYl5rbNDLcwTwRLnChyuL3G43iOKYarW2577kCIutGUBRa81a2GfJq1CVVZRI6OZ7GbyaU+Bsca9ecLIdNwJMeZ6jlBr/A+aH3gi0fCNYlt0mj7du3eLGjRu88847hGF44MDgw6wH9fU7rBqtEQ9y/kft0BdeeIGvfe1r3Llzhz/1p/4U3W6Xz3/+82it+e7v/m6+53u+h89//vMPBQq/9rWvcfr06R1kxR/6Q38IgN///d/fFzCtra3R7/d5++23+bmf+zl+9Ed/9IGP4zDqAwmYHqR2t+RGPd1ZU1kHrQcFTBsbG7zyyiucOHGCp556asdFf5Aw2nvVYqHId555nO888ziDNOWXf/O/YC8u8VqrRbPXpdPtmjH7QoHRYtOOYhInp+J5LC5XsIWk1Q2xbInlCJI0N4xRnCIUBK5kgCZVZkqroCR2DrkUKEuQ5QrbNrlgQsDGoIfQCmHZFCwH37FRaCxbkMQJmVZEeUauLCxb0osTkiwbR2xIDcoCbUFsZKwIV7JFRlo2YEpos/BoAbYGJxe4OQR5jD0HltI4nXVKJRfXsomaA5Ik5MhCFe3AQCkswFJGxySRWK5ka6ODQiEtQaHg4hYtXDvAszVLcz4r7R59cgYiJ5LG/yh3JNoSZmMo0BqZmcVc2xKdG/G6pTRSCFLbTLUJKYYaDaNZijwTDyJtgcSIvW1ltiGEJhAGqJoYERCDnKwgIFXkQ92SlAJLCtxckDjGWkJKA4YdW2IjeOrsEvmUe68nLdoz2ju2FGhLc7JWoYyileZsRglJlvNuo8XtZpfjc2WO1edQQ3F0GA7o9nKO+gXalmFZLMvewT6VHY+1iciVVOU7jDCPBCXWI/PfjnQo2S6ebWMNJ8SmtaP0UNNRFy5ubbaZ4jRd4KiEZtdk2q7HgVa6czJzUjhetgOkdijaHm2luNrr0stzLCF4slIlANbW1whJ8Tx/DFom70/zXmFm2DGAJSWb8WAsll/yqyiR0s23QdaLtVP3vOeNzs/kcMsIPG1ubo4jp/Zr3T2KklJSLBbxfZ9PfvKTDAaDAwcGH2a91y250bpzGO/v+PHjLC4u8sUvfpG/+Bf/Il/72tf4jd/4DX7u536OEydO8J3f+Z3j5yqluHnz5r7bKxQK4wGejY0N5ud3BnbXauaHwMbGxrSXj+vHf/zH+W//7b+xurrKd3zHd3wLMH2jagRsJvVKL7744p4P8kG3e9DSWnP9+nWuXr3KM888w/Hjxx96m/eqguPwoXKFZx5/nG/b2uJ3r1xBfeg4N6KItd7Qg0bAcqnExmAw/luwGNBKY7Isw8PGUWbSpuj6NPo9mnGC5zp4jk2cZfTyBMeWpJnCySUBEt926NmGVVJaYdsOnusQpRnRUGBtaUFFSALHQ0uI8pwkTcmijHzXvcDJ9FjvrSWEVm7y0GDM1KDNwqYySCxN7klaUYoqCJRtGBdEBFohCwKJx9UsQlcZB6AKMex4CZMPl2YKqbf18vlQdK0FSN3HmgeBTWpZ5NJsxxpNJUWmxZE7hj3KBWihIFfYiUb7EiGNINcM3QusXIOAzDW6EkuagNg0V1ipJpPDlpoSKGnUMFIIChlE5SGrpBRaGfuBXGl0CGmgTOtOmMgQxzb+Xh99Yplsxt2g5vuszrIRCErc7GzR6XTwPY8n5ko8rjVrvR4rzR49FXNtq8nddpcz8zUWS0WKxQIOgkEckcbGD0uIoR+WZ6JsCpZNN52erVd1/B1GlalSNJMIhpKj5UKZdpThWQ4Vx8O1JEmecae5Cmi8uQpqBqtVtt19jR4X/OK+flGLXmlfdsqRNtd7beI847W1Br00w/cEzy8doey6RN0+A5lRKpQNGzvMu5sUjof5/tO+825xx+e1PgSeS34VLVI6+YCP1w/WBpmsESh65513uHv3Li+88AKWZY2B1OTzDiIcf5iaDP4tFAo7AoNbrdaOwODd7NNhHsN7zTAdJkgdDAaUSiUsy+Lll1/m5Zdf5u/8nb+z53m9Xu+erdjv/M7v5Bd/8ReBbduYyRqxlfc6f//iX/wLABqNBj/4gz/I5z73Oc6fP/+etGDhDxhgiuOYr371q+R5zrlz5w7ly3M/4CbPcy5fvkyz2eSTn/zkTIHdtAvsYUsIwdWrV4njmC9++7ePNVfr/T6vrq/x7laTV9bXyNWEZkEIlo9VuXO7SaJyXFsQxTm5B4G0yHPIh5NVlgbbsUmy3PgyxRl9kdGLU/Isw0dSKpRRQtNNE1zHJktzPGERk9PRCqVT0lghEKgoR8YKTxu2xlICLSCzGYtllQApgUxhCYmd6TE7oCxBPGzrW2hi2zAzaI3IzWvQGivXaN8GKdBSjIELAhxlwFwuQTnbU/gjwCZyEx+icoWWgkwYMGfnht2yhCBRGu1a44w1c6PQ6NyYRGpboGOj8dKApTUII6rXFujchOJaQG4pZKqGIFIglXlPSplj9lKIXDW0CTBMgxIYdirWpL45iExpMiGwtUFvzxxfIgumsw0LQTATLJVdj5vtBu1Oh0LBjOQLYa6145UKT8zXudZscW2rRZxnvLm+ye12lyfm6zw9t0AqNFXf2+mH1e3hA2/bHZyRq7a1c0EIHJv2jK+Hb1msD483znM28gF5ng3bzy5PLR0nQ1OxJanO6GTRjiy2kuPRmxHiC1NdEXbUfuwUmKDeQZpyaWONOMtwbZuPLixzMqiwsbVGgIVbLw4d3s1E3MipPopi8m5E2+rgeubc2LazZ5ghnnE/GgGnF+onWfDufxpKa82VK1dYW1vj4x//+I6Jqkn26aDC8YepWeyOZVljcPTkk0+OA4M3Nze5evUqQRCMH3+YwODD8t97mDpswHZQW4FKpcL169cPvN0TJ07w7//9v9/xt7W1NZRSUwmDaTU/P8/f/tt/m09+8pO8/vrrPP/88wfe/2HWBxIwPUj7LE1T1tfXWVpa4rnnnju0C+2ggCkMQy5cuICUknPnzu0r0huBu8OqMAwJwxAhxA6tFMBScdS6MwHAb2xscGl9ndfWzdSdFJKzp5dYv9liMw7RNoRpikJhe8PcjURT9316YYwvBImVITyBijRZlpobpufQyWLTgkJQxMIKXPpJYiIzMCP1gevQD2PiJAELHCUBRS41QgmsFNM2kuAIgRoyTiJVSE+OfQCF0jiZwJKSPFfY2vgMMWRc1NBAMQfQynTMEJBqrFSjBORCICwBmQEsypZgCaTQSCXIHdMiVBZIrQ2YEoCCVAoSFyY7q1KD1BIrh7wAYujKrLVGKI02GI7UUWNJjhQGKGrLvPfMGRoTajOlJaVEKI2XQmIppDKTS1Kb6U1bCGwl0S5YWY5SkOfmHOjU2BPc6nd5ouSwXK8MmTXTAtTKgNfAsolVbrybJiqPI9rtDqVyeRzIPKojxSIrgy5HykUWigXutDvcanXoxTEXb69yt93licW6Cf0V24G4xSLM2S53ui3iOKbX62FPRJLMBcWZppkAc16Bu4PtdlWWpbTbHXzfp1gsEKncsFGjzwRB1S0Q2DYaE4Y7q4qWy+Y+7FPZ8vZlpzxp8253i1fW1khVTuA4fHTxCI6UvLl6ByklZxeXcWxJO+vvyLsbOdUvOkVudRskSUK7bXRUk+xT1S3sO3UI8Fz12L6PTyutNa+//jrNZpNPfOITO/yqYK/2afKfR8E+HQSsTAsMbjabNBqNhw4Mfr84jR/W/rXWj8y48rOf/Sw/+ZM/yaVLl8ZA5z//5/+M4zh8+tOfHu//xo0bLCwsUCqVplo2rK2tAbynbuQfSMAE5stw0AG/W7dusbq6Srlc5vnnnz9UQeBBANPW1hYXL15kaWmJZ5555p4X+YjmPowa7dtxHM6cObOv+Zdv23xseZmPLS+b1mG7zZubG1xeXyc+lhGuK3q9CM+x6WcZKldIaYEjGMQp2jOZdG4syLMUS2ZYroPG6Jk820KmEAlFK40hBc+x8bSFJxWB6xFmGfkgwU4htw14EML4BGlLj4GEyEGmYKeQ2BA7gN6m6YWA1DJ5alprbCS5pSEbgichh0DEsAJagUwVSEFWkuiRSFoM23sAKkeGiswRSARWAkIoLCmHxp1mGi11DKslDQ7D0saXSChz/LkrxroUKcBWglxq3FyT+gI51DZpYy+IEhoZK1LXACFLC8OWYW40XgaJPTSmxDh7Z7lCOhKdGEYqkxrtGg2UJy3yNEd7msiF1UGf1Wt9vNs2x+pljtZK2FJypFhkbbANAGwhcS3LOFiHEY1uhycXl4cLjWH3Up2Ta81WvL1oW1Jwsl7laKXE9a02a60eG/0+zSjiqcU5ForbTG/N82gmMYVCQKEQoJQeR5K0222s/oC+vQ2wJr/LrpBsRts6nSRJ6HY6FIoFgqDAgl9gc5dYWqFpJhHNBI4FZbpRRs015pSpzmilA2PFgNFV9We4hgOUXI9uOBtwpanmwtoquVKUXJfnF48ggVarhW3bnJpfYj0eQGzYyUW/Qk5GazhlJxG08wjf8/E9H40BhEmcEA5Cut0ulpMwsPWQfdp7ey/aLi/UD/arfnyOlOLy5cv0ej0+/vGP3xNYTBOOj8DTYbFPD8Lu2LbN4uIii4uLY4DwoIHBo/vze92SO2yG6UGnvferz3zmM3zuc5/jz/7ZP8uXv/xl2u02P/ETP8Ff+St/ZSwm7/f7nDlzhl/4hV/gh3/4h/nH//gfs7Kywvd93/exuLjIpUuX+Imf+Ak+//nPf8uH6VGVUorXX3+dtbU1Tpw4QZIkhz49cS/AdPPmTd566y2efvppTp48eSjbPGjdunWLN998k6effpq1tbUDA0wwN7MztRpnajW+5+yTtKOIy+vr/Lvfvcxraxs4UpJrTc126ccpiWME0ljQS2JynRsxrnCwNLiOYZhyV6LT7eOIkwzXseipnCgKoZuhc3A0WBnkahgKO8xIGwEZRwtSqdGBEWcLQGaG6UEKlBS4GnSmSR0DnrTSCEeQCgMc1FDz5CSGxRG2hca01HAFmWBI+WhkqslsgfJHqfGQWiPFU45IQDtDI0lt9ERWqnEVDH2Vzbi8AEcJcmVE69kQkDlakPsCoTXCEkitybUxGZShJg3Mv+eZNszXsOXmZOa9jYHk0LFbCGEm7YQgGxpsWwyNK3ONY1t85oXHWY36rLZ6rLZ7xGnGtfUmtxttnlyYJ1U5zsQNOdeaQZrS6reJ04RCpUwzz6C/k/E5UizSGcR4tkNg2TiWhW2EY5wp1bk73+Xrd+/SSxJeX91gsVTk7EIdx7JwpQ1MMEBS4Psevu9RtB060QCZxAwGfbrdzjCSxMN1XRbK5TG7FEcR3V6PcrmE592bORAaOqmZyBwBKDAttLoX4FqSdIbuCcBCjn2RptVGv8/rGw200NR8n+cWlmDoNeS6LqVyCUdu345zrVkdTiUaAGchpWZtQuwtAMc204bFYhG0Jokzsjjazkl0XNyhLkwIwSfmTuLcI7JlsvI855VXXiFJEj7+8Y/ft9vyLOH4CEQ9KPv0sO2whw0MfpgJtcOqRwGYHhV782u/9mv85E/+JH/hL/wFPM/jx37sx/jxH//x8eNSSk6dOjUGbD/yIz/CL/7iL/J3/+7fZWVlhRMnTvA3/sbf4Id+6IceyfEdtD6QPkzAcEx59qFHUcSFCxfQWvOxj32Mzc1NVldX+cQnPnGox3H58mU8z+PJJ5/c8fcRWFtfX+eFF164r7HM27dvs7Ky8sDHOilsf+GFF5ifn+f8+fPMz89z6tSpB9rmqLTWfOV3rvDvvnKBu9GAeMmjRzZ03waNYRikNK2WwHLQuSYiQ2pB2fOwLUk7jsgmfGzcTNPtRyRjlmio2xFg5SBzsC1JnimUI9A2Q0HztqZJMxRhK5C5QLgCEkPzpEKhnVFIqXlukEsSYTLTGG5DjATlGpyhUEpjdEAjryQtzeMC0KkxYMyHa50YeSMNhehCYRgtVyCleb0tzBSkxhhPCrHtWy5zA2rGUqlco1yz/xzDOo3eJ5mROwnLTMFJIbEtQZZr0MqE7ToTIAozgYeGT334pNE7ja8ZzUa3z61GhyhKQYK0BUerJU7MVXBtG6UV3U6XirRQxWDqzXpuH28kGHknhSitudPqcL3RAg2uZfOJk8sslAO6abxDVzSq5UKJlYl23DiSJInJkhTPdhCujVbajORXKiYYF2NEuXt6bbKW/OJY4zOtjvolVqMeJcel6rqkOqOZDsZeTEf8MmszXMVXel2ubDTR0th6fHh+AZXltDttfD+gWCwQWC5xnu2rgVryi9hSMMjDqUzXkldmdSiGn9SFJUmCUibv7kdPneNDx07taalNqyzLuHDhAgAvvPDCDqftw6hJ24IRgBrVvdin69ev0+/3efbZZw/1mIAdgcGNRoNut0upVBq7jlcqFcIw5Pd+7/f4ju/4jkPf/0FrdXWVO3fu8NJLLz30tpRS1Ot1rly5wtmzZw/h6L456wPLMO3Xkms2m1y8eJH5+XmeffZZLMva1+n7YWoaGxTHMRcuXEApxblz5w50c7rXNg9au4ODR8L2w7AqAHPe/9BnnqbZ2ODVyyskqzZO3WXdirjaadBzFUHBQ0hBgEM7i3EcC1LTWmonEQKB7UiK0rTj4iSjq2PDnCCGwlpFBkgtyKUZWUtQ6IIwDE1kdE9KDsXRGHDiZpC5gAMqV2APxZFDbwIrM6P6AMrVw1YZY+A1uqKs3GiWcqnGESRjvZEe2g7koIWFZTqGxBLTNtQG4IhEoW1BOnKNzDQSSKUGS5hjdYb71hpHSuOpBIDGTgVZQWBbEpUpLG10XOQgEkU2EuiLoS5LQ+7aSBu8XBC52oCvIVgyp1XzoZNLJN72tKG5PgRHqiWWKiXiOOWNtQ16ccqdZpeVVo9jtRJlG5Y8n6zoj8/njmsDSPRsFuZIUBxbBUgheKxepRb4XNlo0E9SvnLtFo/NVzg9V6Pk+BRsx9gWoMlRO9ptYL4nQRAQBAFH/CI321sMBn3yzEwPRcPJTNdx8e8RdJuqfb5vWjMYmlj20oTeMPrHlQ7zno+Qmnzad0vDzW6bd1tNtJYcK5V4sj5vgn47HQOUAvP9rDo+K9lsq4CK440BnQAW/QpCKraSndOCo5rUhYEBl0eFT97s8ZVrX6FQKLCwsMDCwsJU8XOSJFy4cAHHcfjoRz/6SFpPB2WfRo7ik+zTo4xG2S8w+NKlS2itx7EiSZK8Zxlnhyk6HwwGaK0fSUvum6k+sIBpWmmtuXXrFm+99RZPPfUUJ0+eHLfgDntUf1SWZe1wHW+325w/f565ubkHFpc/6LH2ej3Onz9PqVTaExx8WIBpVM98ZJksTbh9K2V9s4Nut3j5WJ04cWjnGbpqcS1s4QTS6Gxcm3jMQmnyXEEiaJESxSl5kuEqgdaCDMjt0fy+wsoUqWfAlFCQSsA17BMY4EKYk+eKzNIoaTGkY0ynSoJAITNj1Kg8OczV0uNW3sgwUpmnk7swVIIPu26GS5BSYCmwbUlsGXYpw+zHBlBmZJ9Uoxxp9qeHOg4BCoFWCqevCIsSoQQCjS2lcfAG0Bo7E6Qu2AiyUeiwEGgLHICCjRpO/eVKo3OFFgKFwupper7Ajo3ofbQN17VYWipz+vg87SQmzNLdfo8cK5VYkT1eOL1Msx9xq9GmE8bcbnaxgWzJYXHbumtHHS2WdgiuJ8uWwuSa7aqy7/GxE8tstPtc2Wpwq9Whn6R8aGlhR+jt0UKRLIeqExDYNkJClGd0s8jE/GSGadIa6nN1tDbap3AQkuZ93upuT93ZlrXtD4FxBd+tbZqsxaDExhT2KVE5q2GfOTeglcQs+GVsS9BK+yQq551Wk1vdNig4Wa/weK1GHCdjxmKkBZKYjLr9qmi7Y0G6ZnvireoWKDoOsYr3DRq2LIvvOfMCL809RpqmbG1tsbm5yauvvopSahw5srCwgNaar3/96xSLRT7ykY98w9pOBzXNHE0Rf6OCd6cFBt+9exetNb/zO78zjmy5V2DwYddhtuQGA3PtPKosuW+W+qYBTHme88Ybb7C+vs5LL720pwX2KAFTNHQjHoX3PqwZ5oOAm/X1dS5dusSpU6c4e/bsnn0f9vu3LIvTZ+uceMzlV375K9RqVVxRoBLY1B1BeyvkbPUEd7e6NK2EQRmajiBMU2wlsIbBr2E3HgOCWGpjPCgEltK4MWRSos3U/3bWVapMG2polCRzSAKBUuZmK1ITVGtaYybWxYoVmSeMfcCuc5sOT5UVKnQgQQrsxGh9xIhdsozuyY41iWNy9BACMWSdRrjK0YAUpIE2WiYNIBF6COwykwmXWwKRGHpLW4JEqvF0m60NS2YNj3+SCXJyM82nrWH7D4ErBWoo+BYDZfROAhI0KRlSCNyihVdyOfvkEqtDzZEctkw928KRFp60SFEs+AWiPMMqSUquxd3NJpthShTmvL2xxc2tNicXqhyplsbXWclx9p1eWwpmgylLSM4uzSFtwZWNBluDkAt3Vnn26CIF13gprQ7MtttJRHsX7joWlFlrbFBRNqXFeXp5arRotkOhUGTJC7jZ3iJJEqPtGbEvnme0PTOP2pSa0h6cLEdKFJr1IQMmgOvNLje6XYQl+NjiMtWCRxSF9Kbkwi14JdamxJyMypVyahCwOR8x7STmuF/lqBfQTHtTndNLtsdHa0bs7TgOR44c4ciRI2MAsLm5ya1bt3jttdfG+p5Tp+5tbvmoaj/TTKUU/X6fIAhI0/Qbapo5cshWStFsNnnppZfG7NOtW7cQQozB09zc3KG3MSfrMAFTr9dDSnlfk4J/EOubAjCN9EoAn/70p6d+6CNX2sOuUeTKG2+8wd27d+8rvHe/bR4U3GituXbtGu+88w7PPfccy8vLU5932AyTEIJu10Re/IUf/WP8/37564SdEKdeoN+MWDpSoZ9m1D2fILKgCdIpEhUULS/jetih2x6YXtZE5UrjaBBKEHl6uC8DFFxhkSWKzDJiaWMxkJPaZmpN2kN0YZtReyWFacEpDR5D+kiQoYdAZCgizzUigzwwr0ObeJGhiyQogYz1WN9kaQuVaZQjxrogIcBOILM0AoWlIJ9IGxu39aRG2xKpNFJpNBKdaUg0KGUmCqWGVKBcC2v4DZVC4CpBrpXJgRteHhJzCqWUyFihShb2EFjmars9GMYZtYrkxlabUmBaCEpr+mlCPwXXtrCFZJBts6VxHBP3+zy9sMi312u8vd7ktdtr9OOUt1e2WOv0efLIHAXPuGxPY5DAgKlZXk4w0iZ1WSoXCVyH11bXCdOUC3dWeX55iQW/MLOdJjS8s3qXGNMm6SYZtrSoej6etFBamcmyIMAPgh3anl63S6AF7zidcftK7lqA6o5PI549pl+y3R3aJ6U1r29u0AgHCCRP1xY4W12g2+3Q7Jlw092LaH4PQDbvFVnZx9nbloL1uE+qciwhWQqq9POI/oSf1KfmT00NMh4BgGq1ytGjR/n93/99SqUStm2PbVBGzNP8/Px7Zhg4Yp+01rz22muEYTjWjX6jTTNh2wPJ8zyWl5dZXl7eERh8/fp1Xn/99R2BwcVi8VAB6GH6MI0E3+8VQP6g1AcWMI0+2NHY/OLiIs8888zMC+hRMUxaa5rNJoPBgJdffvlQpgyklAc61oMaYd7PNg9SWZZx584doiji3LlzlMtlfuxvHefn/5+/wesXb1FbKrMSpRRKPvPLVVbjDkpr4kGCbqREd5rUo5Qj8x6bTkZYhn7B+BnZiSBzNMIZTpUNvYlyCyKVoxxjKeCGhnVysEgl5CjjGySHfktCEsSQeMIwQRPH70uJlQGZsRPIbcgDM2Ku5bAlhwEdaBCREV4jR75NxmhSJNqItJXRWmlXmlF+MJN8AtKhzs7KNLjCZLcN23tCmoBa4UmEZQwoc6mGmbrmzatoKHpXoKREW4aRSYchvcYbSWBnxq5AYabnpCXI0nysu0qB270ut3tdqgWXxxarVEqF8XmpuB6b4XZLJwxDM2ZcqWD5Hnf7fdzA4qNPLLPS6nJjs023G3Oxu8pHjx3hSFBkyS8S5im9NNkRS1uwHXrZdMTjWdaOdljZc3nx+DKvr23QiWJev7uBbUkCZ++tKs9zrF5IKqBaqY7fS6YUjeF7WS6WCZOcqhtQsB0yctoyInFdKBZZcHxudppEUzyfbNvGtax9tU9lx6U3BIqZUlzeWKcdR0gheGZ+kefml7i6sUoUx8zX5lkulMlQNNM+GuMsvl87EDS9bH9PtkW3PAZUuVasDNm4I8HQliANObdwet9tdDodzp8/z4kTJ3jiiScQwvh4tVotNjc3eeedd3j11Vep1+tjAPWNymwb1aS9wSc+8Qk8zxv/CPxGmmaO9rd7m1JK6vU69Xqds2fP7ggMvnHjBrZtj4XjhxEYfNgMU6lU+hZgukd9YAHTyOjqypUrPP300zz22GP7ftgjwLQ7l+lhqtvtcu3aNQBefvnlQ/v1dRAfpiiKOH/+/IGMMEfbTJLZHjIHrdF+8zynXC6PRYKOY/FX/ub38a9/8bf4H7/+qtHrCMFbF24S+BZ4NmGakSY53vA+kzRi5lwLNhTYgk5B0C9DWBLGlRrjvD3qdynAjY3PUTYmEc3naacClSqkLcmUYXkiF0RuAJOe/Mg1ZErjW9KwWNqAEjs3bS1so1VS2vg8pWVjVzDyRtKKoQHmyPFXk/nGYFPECivTQ68kgWtL46fkmzaZVBotxDAc1hyUnUNuCWzXgEGtzQSgEphA3UwRS4F2cqSQCIyXlMg0Tm6sCCw5FKXbRriVZxpLSlzb4pMfOcXqoMedzQ6b7T7tQULnxgYV3+ZovcgT83Os9w0lrzG/NqMoolqt4Tg2vmUzyAzLIqXg+FyF+XKBq2tbNLshF1ZWudLa4smj85Q8FyklZcfDt2182yLMU4q2Qz9NdmiHAOb8Aqu7WnWubfHc8hKv3F2lH6ZcXl3nheNHcSYWqDTL6Lc7FIKAcqE0ta0W2NttQtPK29YJVd2AsuOS6JxysUheKKCV2uH55EuLd3q9sfZp933Dk9aYXUrynFc31uglCZaQPLe4RM3zuLO5QRzH1KpVsCQrQ6uAguVS83xcW9JJZ38vF7ziAQDV9NePwpJfmj/Boj9bm9Jqtbhw4QJnzpzh9OnT479LKZmbm2Nubo6nnnqKwWDA5ubm2DXb8zwWFhZYXFykXq8/8iiUV199lcFgsMPeYLTPb6Rp5mg/99rO7sDgUWTLYQUG53l+aC2/wWBwqLEx36z1gQVMb7/9Njdv3uTjH/849Xr9ns8fIfE8zw8F2KyurvLqq6+yuLhIv98/VKr6XuBudINbWFjg2WefPdAN4DBacqP9Li4uMjc3x40bN/Y850//uT/M408d4Z//v/4baapwPJt+P8GNMqQUlIou3UGEJyWp0mRJjuPayCwnaCoqHQG2ILQFSRm6JYgrxojRySCdggtzZdpU0rNhoBGONDYEiQEdma2HRo8CaQlEbJio2DZO1kIKckwEixBDz6IEfG1af3YKmW3Amy2lmXizwI40iaPJvQnXbsxzMwCtsKIcAoEbS1SqjCDcEsZQU2rszMS9oGEyIkwO23xeKsht4zmF1sZEMVOoYaCuLcCxLRJpGCo0+EpClOPaFi89fwrXc6jLAkXf5cRilZvrLRqdAe0oo3ezzUYnpF6w8VwHMACwVqthWxbLxTIrU7RHvmPz7PFFojDjlbur9KKEV26s8sSROY5WS7TjiEFq4VjbbT5H2sNst6FDvNY0wunaHFtKPnf6DL/57juEacprq+s8v3wEKQTJcMrsVHWOni1mapCqrj8zpLadRAS2w/qgjxSCBa+Aa1n0vcQIsLVmzvK41dli0O/T7Qw9nzxvGNdiMe8VuBt2ibKMS+trhFmKIy2eX1qi6LhYg4hmbBbG3a2+QZ6RR8ZeoWIXKDgWW+mAZNe03r0W0QWvyGa0v7P3Jxdm+781Gg1eeeUVnnrqKU6cOLHvdgqFAidPnuTkyZPkeT6OHHnttdfIsmzMniwsLByqFibPcy5dujT2gtoPJHwjTDNH276f102CzyeffJIwDMfs04MGBud5fmjn+VstuYPVBxYwnThxguPHjx/4ghkBmocFTFprrl69yvXr13n++eexLIs33njjgbc3rSaFjru/OCNh+ZNPPnlfosyHbcmtrKxw+fLl8X43NjZmArBPfeZpTj2+xM/+3X/P5t025bJHtxvhIIlaEdWSS5QZMbLSmjTJsF2bQGqiNIdcY8dQTCVHejaDWxlx1aLj5IQlSAqMGaNRXIfUEj+CqGBacrkF+XAplQpkNhyvV4rEAyH0UDButE5SDkXTQmANNLkLkdGIowBbGRAltIkNQUEaGG2RAPTwxpvnw8DbTCMSjXLNcyOUyUaxBVIohJR4IViuREUKJQAL1MjPSQrs2HgvYQmcYb5djhGNIzQ61qRao6RGDgXmQggSlWMFkpNPLJK6gtawPeVbDvO1Ao/P1Wl2I167vsp61mern9CJMhbLiopvrrd2u81SocTNdAvbcXYTQ4Bpd62KHi+eOcbV1S0avQFvrzYYxClnlurMB8FYrA2mZbU1Wty1Zr5QIM00ZdejYDvIYfByJ43QGjKheO7oEhfvrtKJYq5sNDhdLdPrdpmv1IhdCzHjGiw57r4i9JK9/bjSeodlQWC7zPs+OZp6uUKi1bbnUxzT7/VwLJvUDxmgeb3ZIMlzfMvm+aUj+LZNp92mLG1qtRpixsI6P4xxaSURrQRsIVgKyigUm0mPku2yuY83lKn9F+2jQZlnqktTH1tfX+fVV1/lmWeemal9nFWWZbG0tMTS0hJaa3q9Hpubm6ysrPDmm29SKpXG4KlarT7wQpznORcvXiTPc1588cX7YlQelWnm6Lgeph0WBAEnTpx4qMDgw9QwjVpy36r96wMLmIrF4n2JuEdeHg8DGrIs49KlS/R6PV5++WXK5TLNZvPQtVGTv5BGX4hR8OWtW7ceSFj+oHErI4B448YNXnjhBRYXF8fHOOt9a61ZWq7ykz/z/+AX/tFvcPF/X6dWDegMYoSAfs94MwmVo21JqiFLMnAsXFuSZArblmSZJokik4cW5pwseyRrKZklGBQVzaIiLkuTwGsLBrZCZsBQHDo8GobDZFiWJPU0ltbI1IjBc6nRNuSWRGiBpwSJbybQ5CgyRRhtkPYEOlOGFSoMncWzIVniCBLbTNXZ2rTc0qIYMk/DnDghDDskBbKXEvoCKSyEK8aAxMrMNJ2rIc1BOBPeULZEZAptW5AaYJY5gjxR5AxPg20hheDkiXkWFyq04u02VJRnRGE2vB4EL33oBDe32ty4u0W/n7I+iMmrAR86vYQiI04TOt0QrdVY1+O6puVWctwxyHAtiw8fX+RWo82NzRZ3mh3yJCc/rqYKjQGOlkqsDmNXuklCd6JdLIDHyhUSpShXPGwkv3f7Duu9Pr7KWZ6rc6xWn8p8jao4oS2638fDLCV3fVYGvSH7VMTxJV03phcYw9yasHmrucnVboccjW9ZPFOfwxWCdqtF1fagFMwECpYQO+JjADKtx+ekaPssukVy3SXMp4uoygcAVJ89+vjUY7h79y5vvvkmH/nIR1hamg6oDlpCiHF7fuRbNGKfLl68CLDDtuCgoGdknCmE2GOT8iB1P7YFk95P0+owPZAOGhg8NzdHrVbb0S05TFuBbwGme9cHFjDdbwkhHkr43e/3OX/+PL7v8/LLL4976I9CTD75hXAchzRNeeWVVwjDkHPnzj2QsPxBWnJZlvHqq6/S6XT41Kc+tcPUbNb2Jilw5//P3nvHybXQdf/v06fPbO/Jpvee3Jvc3jtckH4FRAVEEQVRf4oijwg+KojoA8KDwqOAXBGBC9zC7b0n2fRkUzbby2yZXk7//XFmJrvJ7mY32Vy4yOf12tcmOzNnzpw55XO+38/381EkPvyJN/DwD/bw4Pf24BNFbNdBt8E0bFRNBtMCx0VUJXTTRlNlfD4JvWh64m0840IByKQKCJJIMW1gxW1CpoUfAUsDIyZCtYReJePKpdJQeV11F1MSMETLs9oGyspswQVBBylvIsoSRQUcR0SSRI/geB/K239sr+1lldqCjnymIiSKArLloOpex86VSp7cJRJTFl87joucszFUAAG7ZKkgCCWiLAmoCBRwcUt+eGVDTkH3zCldCUDECeA5gVdaDwKGYROMajSdRZbO+pKoDgQZzecI+mSaqzXSQYV4qkC8UCB+tJtVDbW0N1fRXFOLbVlk8nkmclkymSyKLKOEQhQFkGS5Mky4qCZKQFXoHBpjJJsj02OwtrUe31mCbU2SmCjO7DvkVxQGclms0v6lSjKNWoChbJ60DpdHas4xsZyMqKrNWl0Kn+dxTZIZLbUKz64+RVUfQUVlMJPmRDaNg0tYVVkeimAViyRyOQRRJKD5yNj2OZ5PZdT5glOqb2fDdBx6s2ksx6HOHwbBqzpNNsAKKT4y5syK9KCscnlt2zl/7+vr48SJE2zatImampoZX3+hUFW1Mjnmui6pVIrR0VG6u7s5fPgw0Wi0Qp5mEhqbpsnevXsvmXHmbLYFk13HZ2rdLWTw7WTMFhh87NgxTNOsRLaULRUWAtls9pcapjngdUuYLqTEW7YAmC9GR0fZv38/ra2trFy5cspOupDTZ2VMroaViZrf72fnzp0XLPKbL7Eri7slSWLXrl3nuNmKU6o4HibHHJSfA3DbW7bTuriWb/z9w+QLDj7AEMDQLRRVRnItbMMhoEqeKLpUldGLJrbt4NgOdtH0Kitw5ppRsgmQdZBHHIIjLq5gYQbBqJExqj3yZPmFSiQItnuGTJX2IVF3sAKy1+aSBATLwcnbnm+lIuCoIooBliZ48SpnbSvB9apVUtHF8Ak4gltpFSqOiGiU3loS8NsCekjwrBME78LokSmwLRuKDgW/DLJn1Ale/IkplT63DZLhWRrIBsimgChKmBLoooMtuuRSJk/sO0VzQ5Tm+giSNPWk2hQKM5TLYhgG6XS6FDoaoLnO4vTQBMnxPJ3xMQYzGVa11aEpEkgSoUiUalEkIgikcnmcYoGi4IKioKoqiqpSGw7QGlnKM6e6yRkmh/tH2LiocUomXUzzVQTJ0yEgK+RKRMDFa/dEFZG4LJIwDHoTKXyaTEzz45cVTNcmZRQrbt2qJIM582RZQFLIMPPj1Zp/xupVytCJ5/K8NNSP6wo0h8Jsb24mUciS0nU0n4+Y5mekkMEwzXM9n0oiudwsQm/w2nXlybd44UzVKapppMw8Fs55q0tX1befkxt3+vRpuru72bp1K7FYbNbXLwQEQSAWixGLxVixYgXFYpGxsTFGR0cr2p0yeaqurq4Mp5RvTjdu3Pia+CvNVn2arnW30DluM2G2wOBMJsOpU6fIZrNzCgyeDblc7pcVpjngdUuYLgTzjUeZ7HG0bt06mpubp11m+QBbSMGcJElMTEzQ2dlJa2srq1atuqjlz6fCNFncvXbt2mkPwrOJ4uQTTPmObDLWb2/nT77wdr70qR8zPJQmILq4ioSJi6QpOLkies5bniuA4DoU0wWPJAkCriwhWhaCqiDJoke0JBGfIqKXDCYnQ8mBkfXsCOwahZzfIRv0qkMClEb3QS24GBEJWcDTBrkujizgSFRclOSshSOJCDkXWwZX83LyyqG/giQiFWxMn1cNw/FMLUXBy5AzZc9+QDFdDAlk3bMhcERA8apKtuMg5B1szZuqwypN/0ml+o1QCtO1wC5VuAwBRNWLCJIlkTXt9TRFIxw4PshoIsdgX5LR8QyLW6qpjgURBGgIhBjKZSkWi2QzWULhM47TPlXm6tWL6RwZ4+TAOJmCzoGuIVa11REJeG8a1jRPZOzXUHwqmCZYFmK+iJMrEPD5KComG9rqOdgXJ29YHB0cZX2rJ9iu9QdmJUv1/mDlcRfPVNGxbWqrqiiIMj1jSQ7G42xrbSJR1EmUiI8gQET1U6Vp5B1PfD1d3ElU9c1aXfJLSoWgTIeBTIYTExMgeCHDy6urGc/mKKaztESqCEZCqJKIrcrneD45rouqKDSFoqT0AuIMIbiSIJAwzhVy5yyTnOWRsPZQFWmzyIQzfaVNEkSuaVhS+X+5tT44OMj27dt/ZhEYPp9vinanHHjb2dmJrutEo1FyuRyRSOQ1I0tn43zVJ8uyME2zchP6WppmTg4MfvHFF2loaEDX9TkFBs+GXxKmueF/FGGaT5Vlrh5H5QNloabv4Iyj9dGjR1m3bh0tLS0Xvcy5VsIGBwc5fPjweUXlkwnY5MrSdGSpjPqmKv78S7/K//2rn3CwoxdVcLByBoJfQQv5KGQ8sa9QshHwCSKyqngu35KLI8koqoqLp/lRNBnHdvC5NvrUYhemA5oooNsu/jT4xhwaVJmca6GHBXIRb+LODHjEBhdECQQEJKHkg+S4SLqLFZPA8dpp2A6ibiOYnj7JLl3zCgEJwS4ZbYoCcln35HqTcNguZqlIZ0kl2wLHi15Rda/dhqqgy2C5jhf2azuYtqehEgUB1RawNc+bShA9HZJju6iqROuiala01DGYzdK+so5IMkDPQAKjYNF1bJR0LM/WNS1kTZ18Pk8+nycSjUypHIYUhZShUxMJEPCpHOuNk9dNDp8eYUlzNe11sUrlB87klaGqXmyM41A0LZKZHLLtsD4W4cBIikxK55Q0zuqWuhn1OOCFEpd1RY7rkE6lQBCIxmKIgkhbLEJ/wotOSRV1opMGPlyXiv9RolhEEKBKC+CTZQzHImF6E2nqDCSljJjmm7a65AI9qSTdiRSI0BIOs7yqGrNUpQsGgxQUCUyLvAlNWhjdsZgg722jYBDbttENg3Q2S8IoIEslzydNLZ07vOOm3h+aVZ+FC8P5HHnLIKp5/lJjRnaKAea2mhaiqq+0bVyOHTvG6Ogo27dvv2SJ9POFJElT4lgSiQQHDhxAEATGx8d56aWXZs27e61wdvVpaGiIeDzOunXrfiammWWUI22i0egU4f3g4CCdnZ0Eg8GKdqycfTcTcrncJWnPLgTK2/i1qOidD69bwnShLbm5kIZCoUBHR0elHTUbU1+o6bsyHMep3C2sWbNmQcgSnF/0PZO4eyaUCdPkqZPZyFIZqirzkb96Mz/8xrM8el8HobBGNl3E1i3CsQDpXBEcEASRUNSP43iWAJbpoCIhW55VgSsJFAoGriCgaDKKYWGeRZp02yUUUsnmvYuwUTQJqDK+pEvVhIMhgB5wMatlMpqDHixXt0C0PX2T6xdQS9orVxI8Qbni4mqA5Xi6JhHEUnXMkcFRRRxRQJFExKLn1+Sc1UktG06KgkfCjLA3ai8K4LNERNPBNF0swcVWvLDdok9AtEUkWUQSRRzTRpElFi2pZXlDLUPZM5WT6liQWMTP4EiawXiKeDrHY3tP0tAQIOaXWNHYhE/VMByblK7jCh7ZNUutIr8qs3FpEycHxhhL5zk1MI6jOzQ1RqadmBOA+lCEkUKWKp+KU/I0aq0J0D2RZTiVI4LM6tZaAr4AOcuc4ioOUBcIMJjLYjs26VQKSZIIRyKV1mRrKEp9JMFQOstQJjuFMAE0BsIVXZDrMkUnJYkirYEwtuAQUbRKLttkBOTp411c4GRigoFMGgSB9miUxdEYhq6fkwsXVX0M5zOVzxaQNaKaRtH2SFtbIMy4XqDGCWCYBobueT6BRz41VSUtzX4eqfef0T+l9CIpvYgiyTT6QmTsIjnL4PrGZYB3Pjly5AjJZJIdO3bMOwj8tUKxWOTIkSPU19ezZs0aLMuaNe/uZxV4OzIyQmdnJ5s2baK6uvqS2RbMBZN1VNMJ788ODJ4c2XL29svlcixaNLP9xMXghRde4Pd+7/fYv38/dXV1fPjDH+bP/uzP5vTaF198kWuuuYaamhqGh4cvyfrNB69bwnQhmEs8ysTEBB0dHTQ2NrJmzZrz7uxlgrAQOiZd1+no6MBxHAKBwIKK8GZryU0Wd+/cuXNOpdnydimXpudClibjzb9xNUtWN/GdLz3uxaykCmTGs4RCGrYABd3Gsh1cy8QRJAIhP0bRxAtJsynq3veoSAKi5eALa+SLJrbr5e4CyIqEnje8+JDS30zDQhBA0hR8lo1UFHAGLGKOt+hiCPIhKAQECiEvK64Sfgul0F4BxfQiTpyACJbtkaiSsFvQHSTdwbXBUgXcsIyI5JlwQqWd5zouch50DXAcREksWQaApQCqiCqIkLMwbQcp5eJIArZfxpFsVFWifUU9S+qqGc7nOIsvIooirU0xWuujHO+Kk8gVGBjJoleHCEYNhFK1SHChORLGdl0CskzeMknrOpIosLKtjuBYmv6+BKfHE+jYLGk61/esMRiaImIu51K1+nxIisqpgQmOp1IUMQgqIqqqEvEHqA2HUWQJ23UYyWexbItUKoWqqoRDIcpVl6AiEy/kqAkGGEpnyepTNUCKKJI0ZhaS245D1tJJlITwAVklqmk4uCT0PKbrEFF95M+q7Diuy7HxMeL5PDgCK2qqaQmHKRSL5LJZwpEIWuniE1RU4mcRrvwkYhhSNCKyD8O2yVgGmuZD03xeFI9lYRg6atGkJzPkeT6pZzyfJu1+ZKcRepu2xWAuAwhsq22hLRidYvZYdsb+eUQul2PPnj3U19dXpAfny7uLRCIV08zXKvC2PFl4tlh+cuvutTDNLGM2HdV0gcHlvLujR48SDoeJxWIMDg5y5ZVXVnyYFhoDAwPcdtttfOhDH+Kxxx5j9+7dvPnNbyYSifCRj3xk1tcmk0ne8573cNttt/Hqq68u+LpdCP5HEabZKkyu69LX10dnZyerV6+mre3c6ZLpcLHTd2WUowmqqqpYv349r7zyyoKKyWdqyZ1dTZvLnVtZr6VpGs899xy1tbXU19fPO2tq8xXLWb6+ha/91Y8Z6J0gMZEjmyni9ynItoVhmgiqSlCVMU0bX0DFKJrkLRtNEjEcF9v22oHmeJ6AT8ZwwDVtRFFAw7MrkMVSi43KcByCbiNpMuGAwkSyUCEbWhG0MagC0AQKdSppn0UhLGAr3jKUYinIVxJwLG+bipKIhFfZcEQXyQYj4HknCQUbVzdxJRF8IrJfxrId1DzoZU4seFokgVL1SfBcv2XHxQyIXvSKA47teIaYOYf6mhgr6mpJmsVzBPhlKKKIX5Woq1ORVJexhM7YRJZC0WDlknpUVaYxHGIgmznrdV4emyqKLApH2K8qHO2LMzieRlMkmmsjleeGFY3RwsxTa+01VRiGTW8ixYRu01xbjWEYJLJZRpNJFFmmLhTCcB3cXJ5FkSq0UICE4bVowSMbOTNHoDT0UDBNHFzKEvxaf4Ch3MzapLMJ3WQiIwoCzYEIrgNhWSNTiiKxHZfDY/FSpcplc2MjUZ+v1NIsnJMLF5bVWcXcqihxOp0EoMoXwCdJTBh5dMebhlUUhZjqwy7kSo7jOrlcFkmUUDXP0qE1XDWrBgxcrmpsr/gXWZZ1XrPHnyWy2Sx79uyhubl52tBwmJp3t2zZMnRdZ3x8nNHRUXp7e1+TvLuBgQE6OzvZvHnzOcHuZcwkHK+Ehi9g9am8/Lm0qSZvv6VLl6LrOhMTE+zfv59f//VfR1EUJEmioaGBRCIxJyPoueJrX/sawWCQv/mbv0EURW666SY++MEP8vd///fnJUwf+MAHeNe73kUwGPwlYbpYLGRLrly2jsfjc3YOn4z5isnPRtk1fNmyZSxZsqRyIC0kYZquJTcXcffZKJ8EBEHgqquuIp1OMzo6Wsmaqq6urkx1zMVUNBTx8wefewc/vfclHv/BHgzbJZMrgOOgKiqSIKKIAo5pUczZns+QKmOZNpIgYE8iCvmihU8REX1eAn0xf+bipUpgnF1gE12SozkCYQ3DdrHMqdVHyRKIDRv4StUnw+/FtuRjApbqbQscL4LEC7n1XqcVwYqqyHZpRFl0sWSBUqYKdsZA010cn4xkCthKSY9kORXiJtigIaIrnhu5KHgml6YBiAKmItI3lGRUL7BseT01kSAhRUFAIGcapA0DURAIyjJdI8MossyyxQ3UVhc52TNGLm9wsHOIa9YvmZZomI7DWCFPSFEwHYfqSIDVjXWc6BmjtzdJ1OcjGFIRBQFJOmOPMB1imo/mmggDqQzZokHWsKgKBggGAziOQ0yU6UlOYFmWZ7xZyKPaFj5No8rnJ6wopC0DQQCfLFXc2A3LxifLhFWVkfzMJEIRhSmxKGfDcV1Mx6mIvcMlN/Kn+roZN4pIgsDVLYtB9KoherFILBadcmEOKdp5iAxM9iRPlAw8RUGgzhfC24Vc4sUckiTh9/vxl8OCDcPTPqXSdKfzmIp0xhPrrPPgskgNSwNR9u7diyAIbNu27WcWmHs+ZDIZ9uzZQ1tbG0uXTu8XNR00TaO5uZnm5ubz5t0tRNVkLmTpbFxK08zy8iYvfz6YHBjc3d3NU089xe/+7u/y6KOPUldXx65du7jjjju444472Lhx40VV71544QWuvvrqKZ/thhtu4Atf+AKDg4PTDlIBfPWrX6W3t5d7772Xz3/+8xf8/guNn88j6RJhOluBYrHIvn37cByHK6644oKs5i+U3EzWDW3atGmKgdyFGk3Oto7lOx1BEOYs7j57fc+ehJs8MpzP54nH4wwPD9PZ2UkoFKK+vp66urrzBjve9q6drN3Rzj994rug6wiyWrEAyCU9Ea8mCYCLI4rIPgXHMD2d0aTlFA2bsE9FN+1Si8vbhrrlosoCZmmTCqKAYzu4uOgZHVfytFAIAqbh7SOy7PlBabKAAWgF0Aou0biD4FrkNShWyRRiYIREHEArOJhBCddxSsNtArJYEojb4NggFSz0iAw4XqXOEpHytmc9oAi4opcvZ2gugiuUDExFLMshWhVg8Yp6yDvs7xwglzc4dHiA9sW11NSeaaX6JImYrDAUj1MbDOKqGq4A0Yif9auaON4Vp5A0ePbwadaubMKnnXsqUAQRURDRS0Lt6uog9brO0ESGA90jbF3WzKr6anTHwVU9Pc3ZngsNgRAj+SyKLNIQDTGYSNM3nqIq6B1nVb4A8XQS27YIh8OIgoBuGGSyWdKZNBlVI+TzY8siqiQT8/mRLBGrMucIPkmeYnx5NuoCwVK7anrU+gJTJuPGinkOxEfImd603XWti6kPBjgZH0I3jSnmgWUEZYXsLFYGtb4gY9MQKsd1K55P9f4gTb4wBdskaXoETxAEL45F06ira2Awk8YxDAqFAplMBlmW0cqtO1ni5sYl7NmzB03TKkkEP49IpVLs3buX9vZ2lixZcv4XzIBLnXfX39/P8ePH2bJly0VVXhbSNBPOSEAutsWnaRq33nortbW1fPrTn+ayyy7joYce4sEHH+Sv//qveeGFF9iwYUPl+eX1ng2SJFXO9SMjI6xcuXLK4+Xr3MjIyLSE6dChQ3zyk5/kxRdf/Lkj+z9fazNPCKU2xlwhyzLmpP5/ucJSU1PDunXrLvjkciEtudlMIS90mbOhfGBZlsXp06fp7e2dk7i7jMkH9kx6pUAgQHt7O+3t7RiGUfFb6e7uRlEU6urqqK+vn3bixTRN4sl+fuX3d3DkqVH2PH0cx3GwdBNFk7EtG8dxcQqWl/UmW4SqAhSKBrp9Zh9QfSrZdMFbP1FA9SkYRRNBANt2z4TqqjJGsTSRhYvsglnWRWkygihg6N6+olsuqgReNolNsWCgaCpBA0IZB3odHEWgWCWQjomgglHKhxMFT6vkArIoIxk2RlRBsJ1SprBLUXARFC+eRbRdfLboTQpmHSzFsw4QBIGa+hCt7TVU+wJkZJ31G1o4dWqUTKZIV9coqXSB9vYaTz/kwuGBfgLBIH5VQxFFYj4fiiii+2yq1vp4+XAvOd3g2Mlh1q5sQlUm7f+uS8zvr1zMwRvdX9JUhW5aTGQKdHbFUTSxUuVQRImoT0MVJXTbQnfsM1EoQGt1hOFkhlS+SLqgE/X7yGQzZHI5opEz7S21NHVnWxYRQWQgk8ayLGRZJq2q2ILXuvQJCktDMQqORUhRyU7TDgspyqwGkQJMyW8rWCb74yMULQtNktlYX0+N38/RwQFc22FFQwuqIpEwiuiOt79ElNmNMMHTUM2GOl9wCmkrT79NmDn00nnAcvBMQ2WZYCCAPSksOJ/P0aj4GT/k3aisX7/+55Yslc+7y5YtW3Ch8ULm3ZUNPi+WLJ2NizXNBBbUzqDs7xQOh2ltbeUDH/gAH/jAB9B1/RyJxqOPPsodd9wx6/I+/elP84lPfGLGxyd/vrNhmibveMc7+MxnPkN7ezuWZVWeb1nWFDL2s8DrmjDNF5IkUSxNzpQz2ZYvX057e/tFfQnzrQbl83n27t2Lqqoz6oYuRUsOmBLtMhdxd7kqNfmOZi7bSlXVStnctm0mJiYYHR2tTLyU7/pqa2sxDIOOjg6CwSCbN2/miitlrntjP9/+wsMMdo8iWqWZf1FAsGwsy8G2HNKjWWRFJKRImI6DFtAoFAwEQMTFssEomCg+Gcd2sS0bCRfVp6IXp15cLcdFk0BHwNQtT0clCaiqjFm00HMmggQF00ZRFXAEhEm1LdF0CcRdagoKuW4LfJALQDYKhYiAK4DsOBg+rzGjiJJHAK2ShYDg4hggSwJ5pbRcWUASwY/EyiUN1Ld5UzmJYhHTcVBUmVWrGxkaTDIwmGR8LIuum2xb2cipsTFC4XBF6Gs6DqN5T2fkl2UUWWLXusW8sqeHbMag88Qwa1Y2IcveCbhsbnk2BEFgZWst+zsHyToGg2NpWuuipfewGSu9hyAI1Pj8aKKMKknojkVSKFIXCTKSytI3nqK+XmIgm6kE/U55H6AxHGWskKMqFqtM3emGQbmylMtl6XEcL9YGCKkqYUXFxiWhFzAdh4CizBqR0hgIMVQiVFnD4MDoCIZt45cVNtU3UKVpnBga9EJyY1HGjSIYHnms8QVRRBFJYNqpuzLqfMEpxHM6nB26W55+EwWBen8ITZToy6emPEcSRfw+H36fD8u22WpoaJpGsVjkmWeeqbTHFzoM92IwMTHBvn375hT2e7GYKe+uLN6eLe+ur6+PkydPviYGn/M1zSybGi8kIZ4uGmW6IYFbbrllXubPTU1NxOPxKX8bHR0FoLGx8Zznp9NpOjs7+fCHP8yHP/xh4Ex6hM/n45vf/Cb33HPPnN9/ofE/jjBZlsXRo0cZHBy8oEy22ZY7F5Sn8Jqamli9evWMdwgL3ZLTde+EbhjGvMTd0zl3zxdlv5WyW206nSYej9PV1cWhQ4cAqKqqYtWqVZUS7PINrXzqG7/BI//5Mg9/50XSE3kkVUYN+RALOkbJQ8CxPTNJv6qQHi8bHgKSgCaLnpi6YKBIIqGQhmFYYBooUIn0qCiLDQefKCCqMnrCu/DrZUdoUcCybIIBFUFWShN7Z20vQLAc/JZFMQXhFISHSi7fNSrpgE0+JmKGPO2ViIBU8pKycyauC7ogINkSouRpnkRBINLmJ6tZBAsFdLzokFpFwXYckrpOc0sV4YifE8dHKIwUecnsZ9XKhmlPeKoooUkSydL+sGxNHYdPDJMvmJw+PsrV25aiShIDs7Sw/KrC8rYaDvaO0D+aoqE6jHKWm3hDIMTwWcuQRJF1jfWMjmVJThQYCqS99tY0+5UiiuQnEZ3y1J3m88FYAoCQpDCaSnpZd4pKUVXJaCqi4F1UFoUiWK5DTPVNO0GnSVIlzy2pFzk0GsdyHMKqyoa6BmRBoJhM4cA5F1TXhbFCnmqfn0Sx6Hk+KRJJozjVa8o9lwydjXp/6JzpujIc1yWez1GtBQiIGjHNR9IsTNk2lm2jZArsWr620v7I5XKMjo6eE4ZbV1d3Xk+eS4WxsTEOHDjA6tWrZ9SuXCrMJe+uTJ4KhQLd3d1s2bLlNXFDn4y5mGaCdx4vTz4vRJXpUk3JXXnllXz5y1+esp6PP/44S5YsqRCm8nVGlmVqamrOuZb+zd/8DV/84hd/aStwsZhvSw48wuLz+di1a9eCje3Pldz09vbOeQpvIVtyyWSSvXv3ArB+/fo5k6XzteDmgwf+61Wef+wYN71xEze+YRPRaJRgMMiRI0eoq6vDMAyef/75c3RPt75rJ1fdsYn/+IefcujFU+jpPL6QD19QpFiwMHULvWBgFMEfVDGKVilOxcW2LFRVwrQdbMsmMZLGthxcx8G1LIRpJoc8w0ob0edpQmTFswNwcZBlBcEGAQtZkRGkUtyK6yLaNhICxaR3AdZkEVsSPWIkCKhZl0hBRhx1KNoW2aBLoVoiEwZXBkmTMShV8ywb1xGJ1QZZvLIR2zbxOy79o6PYMDUIVxCI+Xw0BYMETYuOk2PoRZvT3ROsWtU45XuTRIGwpjJeONMm0zSF1csaOHJimIlCgdMD4wSr/eBCtc+PJnvbL6kXsVzPaDOiquhhHyGfSrZoMJLI0jppaq4heC5ZAq8tZTqOl4XnQiAYoSEQQpEkCqY5hdTU+AMMT1PhyhseGZFcEcevUe3XsC0L3TAoFItksllkWSag+RhxQS/NR56xEXCYMLzqU40vwGAuw1ghz5GxURzXJab5WF9Xj+C6OOksWREi0cgUwfbkvcV1Jnk+FTljmFkiTxFVY+Q8LcH8LBUwKBMq72agPNlX6wshigJD2QTJVIr3tq9n5cqVle+77Ag9mRyMjo6yd+/e12Sq7GzE43EOHjzIunXrpq0svNaYnHfnOE5leKWzsxPDMAiFQiQSCSRJOq/+8lLi7OpTmUCNjIygaVqFXFyMbYHjOJfM6fsDH/gAX/jCF/jYxz7GJz7xCXbv3s3XvvY1/v7v/77ynMcff5ybb76ZgwcPsn79+gVfh4XE65owzQeZTIauri4EQWDnzp0LepI4H7lxHIdjx44xNDTEtm3b5jRpsVAtucni7hMnTszpNeeLObkQNLZU0Xmwn9HhFNfdsYHTp7vo6+tjy5YtFU+T2XRP7/+Luzmxv5dv/d2DDHSNIYoC4ZgfsHEFEdMBs1T1OaNbEjANG9uyyWVLo/dlfi3JOJaNcHZZW/BC3uyiga3IFR2TIAgoqott2siqhKzI2IDsOliG43k/qTJiKbPOsV1Ex0bRJFxVhqJJsWhXRNGhgkBowqUJl5xrk68R0etVslGRgm3huC6FoncybI7GSOo6MZ8PyzTRDYN8Pk8mk0FRFPKFPCEH0oLJmrWNnDgwTGG4wHggTf3iGI7rIgI1vgDxaabJAn6VlsYYfT0THB8YZ2OsGUEQpuiPREGgWvMT0zSSho4kCDTVRDgxMMbwRIbmmgii4AXbjs9gMWA7nnu3X5TIuzZFy6q08MALvY1qGj5l5nDeRKGA60JV0Ef50iDLMnJJ11Nu3QVdGBwbRRBFNFXFUFXylum1awWB1mAE13FJFoocHhvFdV1q/QHW1tbhODbJZJLaYJiIb2bvosZAmOHc1O05mTxJgoAgCzT6wySMArp9bhW6IRCaVWMFUJymej1WzGMaJoVMli31Ldy5YfuMx+nZ5KAchjt5qqzcursUAazDw8McPnyYDRs2TBls+XmBKIrEYjGSySSO47Bp0yYMw5g17+5ntZ6CIHDixAmSySRbt26dEs11obYFudI+fCnicpqamnj00Uf56Ec/ytKlS6mrq+Mv//Iv+dCHPjTlc82mTRJF8edG/C248y3R/BzBNM05VXbKY/v19fVkMhmuuuqqBV2PgwcP4vf7Wb58+TmPGYbBvn37ME2TLVu2zPmEdPLkSQqFwpQJhfnAdV1OnDhBb28vmzZtoq6ujieeeIJt27bNGPMCcxN3XwgM3eJ9t3+RYt7g/X9yJZFaic2bN894VzNZ9zQ6OlrRPdXW1rLnkRM8+p2XSSfyhGN+8lndM4HUZARJRLdcFE3BsR1y6QLFnI6Li+pX0fwqgujVC1wXfAEV2/X8mhSfgln0WmO2bWMaJpYr4Npnxv0xLUQ8OwTNr1Sm7jS/il44t00XDChYuoUrgOl47t7l5zuGhWWUheYKqioRDGlseNM6/uvxfUxoJrXtVbRubJxinzB5G+l6EZ9hMmGaSLKMpqrk8zanT48DsHpVI0sbqwmpGoligaRe5JxRNkATJV7q6MZwbZYtrqW2+tzvpSkYquiaJEEgomo8sfskBcdi9dI66mIhArJCxjhXz2PZNqlUiuZgiFfjCVL5IquaaqmPTG0D+EonxqJlEVRUwpqG4zokjSKGbXNwKE4iW2RpfYzWaOSc9wGvMjZRLFSy3PSSMLrculNUlYZwhMMTY5xKeO29JdEYm5vqiWczpNJp2qJV5OWZLzaKICKJ0rRkpozmYIjB0vYSBajx+ZEkkbFiDtt1kAQRTZLOcTyfjAZ/aFq7gnJwcigY4g+2X8366oYZlzEbJk+VTUxM4Pf7K+RpIeJIynqhjRs3Loj84VLh9OnT9PT0sHXrViKRM/vV5Ly7sbExdF2fQjBfS+d013Xp7OysRNxMfu+zbQsmX9bPV30aHh5m5cqV5HK5S0KYf5Hw80HbLhDnu5hPJg0bN25ElmUOHz684OsxU4Upk8mwd+9eIpFI5W7gYpc5F5Qn8DKZzBRx9/mMOy9E3D1XqJrMlp1LePGJTg7tHuCjf/HWWVuDkiRNSeku655Onz6Nr8XgbX92JS997xjHOwaQFRHXFTALJq7roqoyTsEmn9EpFgxAIBDS0CI+JvMOAbAME0EU8Yd83slGkXAsG9tx0XwyEZ/qTbsBmUQeE8+OIJvIoxdVolE/ripP0TR5om5wbQcjb2CZZXNLAVmR0MJ+iqXcPF9ARZE94fB1d2/hrvddhSiK7Fi3lD//0Lcw9g6xun4xdTsaOTo+ysiUioaL37LJSRLVkQhmKWpDEA2iUZVUyqCnd5wVTTWcTiUB8EkKUZ+GgEDW0MmaJqoo4VdlGpoi9A0mGBhJUVMVnPL91/kDU6optuuS0ItEqv0UEllyOYMtLWGM0g3MZNJkWp57d0MogqGpaLJ3h65b5+6LIUVlrFShyplGxQhSEATCikY6UwTBpXqGC5UkipiTpnDKrcvy1J1uGAQtmxd6uxkrTcy2hEIsikYZSWUppDO0V9USjYQxChmsGe4n6/zBChmaDj5JYrR4pnrmuDBaaoVKokC9L0xAkenJJSvPcQHdtijaFpbjDQOMFfPkLe//lut4bU3bQjdNFFkmYhb412N7kEURWRRRRAlZ8P4dkBWqND9Vqo+Y5iOsaERUH1FFI6JqaJI8ZaqsHEcyeTijpqaGuro6ampq5h1HUh7Jn49/0c8CXV1d9Pb2sm3btmmnlSfn3eVyOcbGxioRKYFA4DXJu3Ndl+PHj09LlmB208zJtgXTVZ9yuZxnT/Fz6gT/84TXNWGaDaZpcuDAAXK5XIU0pFKpeSn854rpiEg8Hmf//v20t7fP6GA7Gy60JVcoFNi7dy+KorBz584pJ7mZ4lHOFneXfUAWEplMhqpmb5ndx1Lzch6e7FRb9nsaHR1Fe69Cy6YIh5/oZWI4j+BXcB3PJdvM6xTTBQQBAmEfobDmuXKXP1dZ8e0K+AMKxZzX6hFsG8G18Qmy56yd01H9Gobl4At4FapiTscompgFgwnTIlYbQhBEEDyiZBs2puFVtIxJ03giIAtQnMgiiCKOaaH6JJavaeI9f3wH0ZozVZ2V61v49Y/ezL98/mGe/OrL/OX6X+XtV65lolDg6PgYe/t7Od7fR0aWCAW8Kk0lagOXQEAnc3gYY1zn5aNdVFUFUFUVR1UpTmoNRTQv68ywbdoaYgyOpCgWTSaSeWqqvOVGVY2kXsQ9J3wFwgGNkUQWI2fRk05X/h6QVSKaRqFYoC81QSwUQgsFyJsmcjmw+qx9sSkUZig7vdjcdV1OjU9gCy5+TSGm+ajy+REESBk6hVKVpn4Gx28Br3UX9vnZHx+ukKVmn58qx2V8fBzXdfH7/QRDQQYyGSRRpN7nRxIFEnqeYkm8HVLU85pUxnz+aTVY4FKwbE6lJ8iaBgXLxHId0lbRs0UQpjx1dpg2SUunN588zxOnR1BWaAqEaQyEaAqEaQqEaQ6EaaqPsXRxKwHTITkxQU9PTyWOpFxZOZ+up7e3l1OnTi34SP5C49SpU/T19U1Lls6GIAgVbVh7ezumab4meXdlshSPx9m2bdt5q1pzNc0sn+czmQzBYPBnFm78esIvJGHK5XLs3bsXv9/Prl27KhfnhfY2KkOSJIyScZ7runR1ddHV1cWGDRsuWOB4IVNyZXF3fX39tM7d0xGmS6FXOhvlO9Yrrl/Ho/91guH+BK88c5zLr111QcsLBAIsXryYxYsXs2nTJq69Y4xDr3by+DdfJt6dRg14lSRB8PLdcEEveFMl/qBKIW94hpaC59OUjqc9fyYBDMNCkmSQSo9rike6/DKFgucJ4g9pyKpMIVvEsV0mBpNEqgJomoKhe7bgno7KKFU5ZDRNQi/omIaNZdqoikvrklru+fjtrNw8vRfNbW/ZSufBfp55+DB//+c/5PP//ptU14ZYJisUc0XevPMqzFCQo+NjHBkfoyeVLLXuBPx+Hysaa+kcHCWTtqirkykWi2RLomhVVfFpKj4pQF+J6AjA0vpqurrGSMVz1FWF0GQJy3UqVZuzoSoSogFZ39S2Ut4ySWQzZLJZIuEwi6prcPGIVKfljRUrk7QgNTMSDA+u69KXTIMILZEwhmNPEVNHVR9RTSNnGXiGD+eyDcd1ORAfYTCbRRBgRVUNzaEQhUKBXC6Hqihols3h3p5KZcq0rcrUXa0viCp7HllZY+Y2WkzzVdbNcm2Shk5SL5AxDfKWUdqWZ9qzZyAgiOCXJa9aJEiek7ooIgsiru1gmyZBvx9VVlgcjnJFY1ul+mQ4DpZjY5XE9XnLJGEUSOgFUoZO2iiSNg0yho6DS84yOZme4GR6YtrPoYgi7aEqlkWqWFwXoQ6XkfggyqmTBDXfFEPIybqe06dP093dzdatW2dt//8sUT5P9/X1sX379gsSPM+Wd3fkyBEikUilQneheXflLsnIyAjbt2+/oJbZ+Uwzjxw5gmVZCxYg/4uMX7itMzo6yv79+2lra5syNQJnCFPZ7XqhUF6ubdscPHiQZDLJ5ZdfPqUXfqHLnCvm4tx99jIvNVkq5/OdPHmStWvX0tjYyE1v3MxD/72Hf/iLH/HJf3gH67Yuvqj3qPg93d3MjXddw6Hdnfzonx/jxJ5+VE2kmDXJZwr4XR+qXyGXKaIoEr6AD8tyMAoe0TVNjwxpPq2SOyeKAo7jYhR1XBc0TcISRSRZJBTWqKkOMNI7hmFaFFIFtDqZgCaj+BV00/HIlmOj5/LYhoLrusiyyMoNLVx791Z23j577IAgCHzoT27n9IkR+rrG+Mm9L3PtG5bR1dXFpk2bKpqQJbEq7li2grxpcnxinCPjY4zmcxy2HMQRgULBxHUlYpP8jAxdxzEMjqXSaKqKqmkoiowckLF9kLUtNEmiSvP8e0RBmNZNO6poOMq5xZBCPk8+nycaibC4qprB7BlyY1guoinQ4AsSUX3ojkXBtmadeHVtyFkGsijSED734pa1DBxcMoaOIkpU+/wgQEIvYNg2lutwfHyCeD6HKMCamjpqAwEvF67g5cL5NI2ALCPk8+dM3amqimmaNIWjjBZyVPl8+GWFjFUkM4k8ubiM63lOpxMkjeK0ZpoAfkkhoKgEJAW/LOOXFfySjCbJCAi0hyMYrs2EXqBo2+TzeQpmgWh1nZf9JYh8Yss11PnnPwruuC45y2C8mGcwn2Eon2Uon5n04/3fcGxOpMc5kR6f8npJEGj1h1lcHKahR6QZhQ11TbTVN5LP5xkaGmL79u2XRES8EHBdl1OnTjEwMHDBZOlsTJd3V9Y99fT0TGntzXUysZwEMTw8zLZt2xZEX3R29en48eN88pOfZOfOnT+3Rqc/T3hdE6apvigup0+f5tSpU6xbt25an4/yDrHQTLpcYXr55ZcRRZFdu3ZddD94rhWmyTqt8zl3T64wXSpxdxmO49DZ2VkpI5fvNH/9ozcxNpLm1WdP8Nk//B5/+aV7WLF2YTxZJEli0+Vr2XT5WoZOx/nxvz7Bcz/qIDuRJ1/UEar8ROoiuK6AkdNxBQFFU7BsC8dyvH3CcZAVGbeUD2eblhdtIrhg2ciCja07GKZXQfL5VIyCiamb5NMFfEENy7RwHRvBdXEFgXDEjy+osfmqldx6zy5qmmJz/kw+v8qNd23i3/7pcbpODNDeI7N9+/ZpyXhAUdjc0MjmBq+qOZLL8uf77+doYhQ9ZxIMahU/oyW1tQxmMoRME8PQSafTgIvteMeIZVkEFWUK0QkoChFVAzz9kiyI3kSccMbKCiCXzVLUdaKxGG3R2BStj+u6ZIsGrgyGYJMuFmkMhQBPo5TUi+dMk0U1jacHewBoioSRxHP31bpJNgTmWdWngKLwYn8/Cb2IJAmsr6snpvnO5MJFvVy4en+QoVxm2qk73TAw8gWKmSwoMoZhoKgqAhBWVZJmke5MgpFiDuOsGx2/7IXqRlWNoKzQGoqS0mc2ugwpCn3ZDE4pjNlnWNi6hT8WRSydt65sXHRBZAk88htWNMKKRnt4+naZ47oM5tOcSk9wKp0o/Z6gK50gaxn05NP05M+0YIVMD/U9Gq2ixrJAhGzXMXYuWkZNrOpn6sx8NsokZHBwkG3btl2SUXrwTB9bWlpoaWmp5N2Njo5y8uTJOeXdlUnd4OAg27dvvyQeSV1dXbzhDW/gnnvu4Qtf+MLP1ff084rXNWEqY3Jl57LLLpuxDFwmSQtNmIrFIolEgpaWljmH2J4Pc9EwzSTungnlCtPkPvalIEumaXLw4EF0Xeeyyy6b0nOXZYmPf+bNfPbj3+Xg7h7+6qPf5a++8qssXraw48ZNS+r5rc++kw9+5h188aPf5tnv7yaXLGKbDqLkVUQkUUJSBGzHxefT8PkVT+PkOli2ianbXiDuWZtHC6iej5MgYDteRIFj214MimVjlEJ8fX6VZRtauOYtO9hx0/oL3s7Rau/OMjmeOWd7zoaGYIhrWxcz/NwIOxdXcdvtWzg6PsZQNsOhsdEpouhQCCzLJJsteNZSBZdTw8OVxyVJIm+a5EvaH02SCKkqlmojmOCqniFRJpPBtCxisRh1wdA5objZouFNiIkiflWhKRxhaJJnk4BAlebHJ8sUbJOsodOXSpPWdURBpDlybtWiIRCcsZ1XtCxeHuz3HNolkcsaW2gNRxhLjGPqeiUXLqr6ph3vLxNMn89HQyBIXzKBbhgkMxlStkkWm4xt4eCC6+IKoMkS9f4QIUUlpvnQxDPnmsZAkOFZgoIBArJCzvQGGDLZLIbh5df5ZZUqnx9HcLhz0YpZl3Gx8KwXorQGo1zbdCbrzXW9gOBjyTGOJOIcTsQ5khhluJBlxNYZsXX2pNL8V6of5fjLLFL8rA3XsK2hlSsWLaclHP2ZXZgnk6VLRUKmw+S8u1WrVk2ZTDxx4gQ+n6+iDSvn3XV1dVUqYJdiPXt6erjzzjt5wxvewBe+8IVf6pfmiNc9Ycrn83R0dCDL8nkrO5Nt5RcKAwMDdHd3o2ka69atW7CTwflacrOJu2eCIAiVXnX5/xe7vsNDKRqbzhDUQqFAR0cHPp+PHTt2TEtMVU3mT/7ubfyvj3yHE4cH+cvfu5dP/sM7WbLywkajZ4MgCHz0i++mYVEd3//nx9ENC1yXSJUfQXAxdNMLJrYd9ILhWQqYNpIkovll5IgPvWDiOJ6hpKIp6AUTSRJwdIvMRNabzAto+P0KgijSvrqRrdev4dpf2UEwcnFjx4ZhMDo+CIBtSvMeYw6FStEoRYvVNbWsrvHaeMlikSPjoxwZG+PY+Bh5y0SWFUIhEUmfwNJcFEXBMAxyuRySJKGqKlrpJ6SqjORzpPJFXBlEV0TMF4gKElqtd9LPmybOWW22kZRHSmpCfppCoSlkCbyWVkIvUjZYr/MHeaFrAGyBJXWxyoRdGQFZmdGzKWeaHIiPoFs2PkViY10DsihwfHgQx7apqaqmNhBEwMsTdI2ZW4LVPj8j+RxFwaXfKjBq5Ka0IRUEGjQ/IUWjJhBClmUimkZIUciYBhnTQBYFUtNYLkxGnT/AaCHvkaVMBqtEPiVJQrdthnNZ3rx0NWH1ZzPRJAgCDf4QDf4Q1za147ouR48epXt0BLW9hZO5FAcmhtk3PkzSKHLKzHNqIs9PJvrg6ItUSSobY3XsalrMlS1LWBp+bSpQ5Ur88PDwa0qWpsP58u40TUPXdTZt2nRJ1nNgYIA777yTW265hS996Uu/JEvzwOuaMCUSCV555ZXzxoxMxkIJvx3H4fjx4wwMDLBs2TKGhoYW9MCfrcKUSCTo6OiYUdw9HVzXRRRFhoaGkGWZurq6i57iuP8n+/n6vz7D737kRm68aS3JZJJ9+/bR2NjIypUrZ10vf0Dlz7/wDv7iw/9Bz8k4f/qBf+d3//xOrrp53UWt03QQBIF7Pn4bjYtr+Mk3nqG3c5hM1qsCVTfGWLauETAZG06STxYx855LuFl0sXULX9AHkoClWxhFA9cwyRUsinkdBIHqxijXvnkbq7cvZdVlS4jVXLh2bTLKpDhW4500U4npDSFng1wiGLY1tb0b8/m4oqWNK1racFyX06kkR8ZG6Z5IsEfrA7ypu0AggOs6GIbXukulUsQUhW5RRNNUMgWPrEiSS8I0iUQi2C5EFBVJFDAdh4liAdt1cRyXsYz3GZbWVDE6g8FlGU3BMC/09lK0LXyqTFM4TJXqVZ/ytkGqqHv/nmSwWUZa1zk4Gse0HYKqwob6BlRBJJVK4+ISjcZwgHg+R3MwTDyXpcYfQJUkUnpxqjeSQKUtNVmTFJQVan1Bav0B2vwhhjNpdMMglUwiiCK5UnVOUb1KU7XmI67PXF0SBYGiZVUExI5jnzOq3hgIcX3rkhmX8VqiLBhOpVLccPkufD4fN5Uec12X7myS/ePDHJgYYf/4MMdTYyRsg6fHB3h6fAAOvUBUVtlS3cgVTYu5vKGN5ZHqS6KlPH78+EUJpy8Vzs67O3bsGIODgwSDQTo6OmbNu7sQDA8Pc+edd3L11Vfz1a9+9ZdkaZ54XRMmn8/HqlWr5hXiKMvyRVsLmKbJ/v37KRQK7Ny5E13X6e/vv6hlno2ZNExzEXefjbK4e+nSpQwPD9PX18fRo0e9tknJSXu+lQvvznIQy3L44j88yr59p9mwUWX16lVzTiAPR/185ivv5gufvI+Ol7r4wid/RNexEe757WsrF/qFxA1v3cHG65bw2I+fpXdfkoNPdzExnGZiOD3lebIqoSgCgmOg+VWQPdJVLJqkxnPYpQk7wadx+69dxW988m4kaWFPPOl0mo6ODhoaGsgL3mF6IefKkREvsDUQnKXyKggsi1WxLFZFx+F+fnR0D6FWPztbWzkyNkrONNE0L9i1sTFIXzKJqOtkszlGEx4BCPlkwqEQkigS0bQprThZFKnz+xlJZrBMB58qEw5oFKZxvi6j1h/gZGKC/pRXgVpaU4UoClOqT22hKKbrUOcPlkiZd7xMFIscHo1juy5VPh9r6+qQgFQqiSiKRCNnLjzVPj9Duawn1p5E4KKaD0kUODgxQk82iWGXfGwQqPcHaQmGiSjeNpVEEQsqrbvJhpmZbBbXdXD9AUYkCVVVqPYH8MsySUOfQswaA0EGsmnSk0jd2Re0d61cX7Fl+FnCcRwOHTpENptl+/bt51T2BUFgSbiKJeEq3tS+BoCCZXJwYoRXRwd4Jd7P/okRUpbBU/Fenor3AlCj+riyYRFXNy9hV0Mb1drFVWjPNnv8eSJLZ6O7u5uRkREuu+wywuHwlLy7jo4Ob1JzknB8PtYs4Fnd3HXXXWzbto2vf/3rvxR5XwBe14QpEAjMO/H6YitM2WyWvXv3EgwG2blzJ4qiTGlzLRTOnuibj7h7MiZPwgUCAZYtW8ayZcsoFouMjo4Sj8c5ceIEwWCwkuE2lxFYQRD4+B/eRktLFfd+52WeevIkA/11bN9+xbw+ZzDs4xN//3a+89Wn+eG3XuS+/3iJA7u7+fCf3bngLbqBgQGOHTvGNbddTvNvNKMXDF586ABPfn83/SdHyCTz2JaDZdiU473yOZ3E2KQ2iiQjKQJ1LVXc9b6ruePXrlzwO+JySOnSpUtZvHgxn/nYdwG47o75ub67rsvLL3cBsG373KYRO7viiDZsb2jm1zds9ioFqSSHx0cZyGQ4MDqCoigoioJY1CkYHqEJ+xQmJiao8wfozeVQVbXSjrUch9F8nkPDo7gCtFfHiGk+gqXqk3PWjF1IUUkVixwb8SJLqgN+as660NUHgvRlzxBdsTT2P5hNczAex8WlMRBkRXUNuC7JVMrzYQqHK8RTEb0219kWBKbjsHd0iIFcGgePKAUUhSXhKqKqD1WceqEpi8XLONsw07VtZNshlc+RyWRIyWmvvamp1AfDqLJM0TIZyWVJpVIIeBNXojCVGG2vb2ZFrGZO3+OlhOM4HDhwgGKxyPbt2+dcqfbLCpfVt3JZfSsfXne559yeGOHV+AAvDvWwPzHCuFHkx33H+XHfcQRgVaSGq5vaubppMZtrmuZFFssVm7GxsWnNHn+e0N3dTU9PzxQ/qJny7k6fPs2hQ4eIRqMVa4dgMDjreWh8fJw3vvGNrFmzhm9+85u/tA+4QLyut9qFXKguhjDNZFlwKfydyneWZcJz4MABstnsnMTd5dfN5tzt8/loa2ujra0N0zQrGW49PT1TMtxmc691XYcNG4PoxjJ++mAfJ06M8vsf+Q4f/t0b2Llr2Zw/qySJvOfD17NsdSNf/duH6Ooc5g9/7etcd/sG3vnBa6hrvDgvl/LESTm7ruw6rPlVrvuV7Vz3K9srzyvmdDLJPNlknkwyTyaRJ5PMIYighSUEzcIUivj8GnV1tUxMTFSEmguBMqkrh5T2nx6j46UuBAHueNv2eS2rvz/B0GAKWZbYsmVuhOnw8SEAVi31RPiCILAkVsWSmDdNlTF0joyN8WpvNw/1dgIQ9CvU1lTT4A/Qm5jAMgwK+TyCKFZ0T2nDIlXQUVyBcFhjqDR9p4iiFxkiiqSMIqbtIAkCnWPj5AwTWRJZWVczpboWLsW8TIbjuuyPj3Ai4XkKtYejXN7SSt7Q6Y4Po2kawVBoivORp0s6I/Q2HYfebMojSiUDr6jmozUYpdYX8CbWZJmY5sNyHMb1AjFterF4GQLQHIkxlMtQpcamTN0V8nlSJVuHxmAYM5OhVvHjBn2Ua8uu62LjoogC2xsbOZ6OV3yZJKH0u/R/WfD8m3yifMl0QbZts3//fkzTZNu2bfOuckyGKklsq21mW20zH1q7A9222DM2yDMDp3luqJuufJpj6XGOpcf5l849RGSVq5sWc0PLUq5qXExYmblqWtZWTUxM/NyTpZ6eHk6fPj2reWY57y4Wi7FixQqKxWLlnH2+vLtEIsHdd99Ne3s7995770V9Z//T8bomTBcCSZLm3ZJzXZfu7m5Onjw5rWXBpfB3Ku/wuVyOAwcOzEvcPZ0d/mzrpShK5U5mcoZb2b22HFFSW1tbWa9yRh7APffczK235Pnrzz5AT884n/3M/Vx33So++KHrCId9c/7MV9y4htWb2vjGPzzKC48f5ckHD/LcY0e4/a3becuv7SIcnX853XEcDh8+TDKZZMeOHbOSTUEQ8Id8+EM+6ltnjnIo50vF43EOHTpUybkrR0hcyAmpbKTX29tbIXWu6/LDb70IwI5rVtLYMj/H5Jdf8qpLGze1Egicf7+Jj2XYe8jTL23fOH1bNaxqLBYlkuk8j54WCBhw83VLaayLcHAsjubzoU1qSxmGQTqToSuRR7SgriaAOql9aZaqT6WtQGs4wmA6Q/9EGleElXU1qJPas4oggutOMdJ0XehNpyrxL4sjUZZVVdGfSpJKpYkFQ7TU1Hhtt1LrriEQqpAl23XpzSbpy6VxHK/aFFJVttQ2IiJOIVlFy2LY8l7nlxWCkoLsExkv5s8RuANEVG0KKStP3cmaSt4yyBgFcnaeU2MT2K6Lawi4eRckMF0L0/YMLmWfxUuvHj3vd+htI4mY6qdK9RNT/MTUQOm397dGX4SWQIxmfxS/NPd91bIs9u3bh+u6bNu2bcGrFJokc0XDIq5oWARcy2ghx3ND3TzZf4qXxgZJWwYP9J3ggb4TSILAtpombmxdxg3NS2kJntENTiZLc3HG/lmip6eHrq4utm3bNi/fPp/PR2trK62trVPy7jo7O8lms3zxi1/kuuuu4+abb+bjH/84DQ0NfO9731sw9/H/qXhdh++6rltx2J4r9uzZQ11d3Zx1NuUL7tjYGFu2bCEWi53zHMMweOKJJ7j55psXrC/sui4PP/wwiqLQ2NjImjVr5izunhxzcjGVD9d1K8nm8XicYrFIdXU1kUiEwcFBotEo69atm0SiLL7z7Zf44Q/34jgusVhg3tWmMk4cHuRbX36CQ3s9bUMgpPGmd+/k1jdvJRyd2wnQMAz279+P4zhs3rz5kmQllQW65ZDgXC5HVVVVpb3p852fMDqOw9GjRxkfH2fr1q2EQiFs2+Eb//AoD/33HgA+89V3s3YGR/DpkErl+d3f+TbJZIHf+fD13H7HxvO+5u+++hiPPX+cjaub+dwn7p6WZPf29nLy5EkG9AD/8tA+6mJB7v3kPaiKRFIvcmRslMNjoxwdH6sE0w6nspzqH0dSRVbUBHEdB0WRS20rrbL/NIdCdCWTdPQPYToOrZEIuxZ7LfekUUS3LOqCIUYn6aNcF04lJugvRaosicZYX1vHeC5LOp0mGAxOuWCKgkBzMFQhTz3ZFF3pCXT7TOxJezjGuuq6cywRzkZT8EyUiyJKVPv9JePKQiX2RZVEhgoZ8pZJwS7/GBilmBUEF1xh5hgUAUTZRgvZhGQNRRSxXRfb9dy9LcfBdp1z2ppzRY0apDUQpcUfoyUQpdUfY0mohvZgDUH5zMXVNE327duHKIps3rz5Nde/WI7DvrEhHuk9zlNDp+kvTv1u1kRquH3xKm5uWUa2d4BEIsH27dvndPz9rFCOj1lIR3TXdYnH43zlK1/hkUceYf/+/QSDQT74wQ9y9913c8UVV/yywnQReF0TJgB9FgO46bBv3z6i0ShLlpx/0kTXdTo6OnBdly1btsx48Nm2zaOPPsoNN9ywYAx+cHCQAwcOsGzZsjln0S20c7duWPzX/R289Y7N+H0KuVyO7u5uBge9MffJovHJYsrOY8P84xcfpa/Pa49cfc1K3vfrV1JfP7/pMdd16Xipi299+Ul6TsYBz5Lg2tvWc8fbtrN4+czeTWW7iVAoxPr161+zE3w55250dJRkMkkoFKpso+nytyzL4sCBA+i6XtnH9KLJFz/1I15++jiCAO/7/Zt4wzsvm/M6uK7L3/zvB3nh+ZMsWlzDP3zxnajq7NWAE92j/O5ffA/XhS/95VtZuXTqti172AwMDLB+w0Z+64sPMJrK8bG3XcWbr15/zvIsx+FkYoKX+wf456dfoSBYLK2vorkq4rWldB3dMDBNE0mSaAlHSDgWh+JeKy6sqWxqbkQsbS9BEFgUjmA6NhnLIGMYOK5L5/h4hdgsj8XY0thM38QE2UyGUDh0zjErCyJBRaEvm+ZkeoK06YX5+iWFpZEqan1BgrKC6TiYzsxt9jp/cApxK6PoWKTNInm3SFzPUrDscwJQylBFiQACiqAS8vlRRanSZhNcvOxDy+ZOf4xFgVCl0ltdXX3OjZDjuliujek4pM0CSaNAovQ7aRZIGnmSRoEJI89gIcVAIUXWmv3c2eALszRYw+JAFeJYljYtwm2bdxG5SCH2QqA7k+TxvpM82neCg+mxKXSxVfZx15K1vHHZ2hmNOX/WKCcgXKr4mFwux1ve8hZs2+a3f/u3efzxx3nwwQfRdZ1bb72VT33qU6xdu3bB3/cXHf/jCNPBgwfx+XysWDG78VsqlaKjo4OqqqrzXnDL1aBrr732osu/5RHYvr4+HMdh165dc4oYuBQxJ1//7ot89/4OGmrD/P5vXEtDTOD48eOsWbOG6upqxsbGiMfjTExMEAgEKlWVSCSCadp85z9e4oc/8KpNqipx95u28ta3bZ9Te2gyHMfl2UcO8+PvvMzp4yOVv6/bsog7376dHVevRJLPXEDK9gZNTU3nxOO8ljAMo6IzGB8fr2jDyvlbpmnS0dGBoihs3LgRRVFIJ/P87z/6bzoP9iMrEh/9X2/kihvXzOt9n3rqGH//uYeRJJG//4d3sOw8pqCu6/L//c2P2XdkgOt3reBPf+fmKY+Xx8cTiQRbt27lu08f4d9+uoe6aJB7/8KrLs203I996yFePNFHe2OM37x9O8cS45xMTGCVKjCu6xIRRYbSaU4m06RNC0UUWV9fQ8jvr3x3jcHQFHNKvyyzf7SUCwesrq1lS30Dp8a8Kl84HEHTzt3PqjQfL470M5z3KkOiILI4FKUtFCWiaoRVFUmE/kzm3Ki3EnySRz6LloXpOKTMAgnTIyQFuzT1VqociYJARFMJKz4kJDRJISApKK6AnCtgqAp+f2DGCcg7l6zktkVLSSQSjI6OMjY2hmmaU0JeL7RymjaLDOST9BdSpd9J+vJJTmfHGTemr64JQHuwhrXRBtZEGlkXbWRluB7fPFp7C43RYo7H+k7yg879HC2kmDxbvCIY5c5Fq3jTsnXU+y+Nq/d80d/fz4kTJ2bsWFwsCoUCb3vb29B1nZ/+9KeV64fjOOzZs4cHHniA9773vSxdunTB3/sXHa97wmQYxqwZVGfj6NGjCILA6tWrZ3zO0NAQhw4dYtmyZSxZsmROF9xHH32UXbt2XZTVfrnakM1m2bp1K6+++up5D6qyuPtSxJzsPdTHP3z9KUbGvIvLumURfv83bqR9UdM5610mBmNjY0iSVKmqJCYsvv71Zzl0cACAWMzPr757Fzffsm7eo/iu63Jsfz8PfO9VXnqqE8f2vvdYTZBd169m1/WrqWlSOXrsKCtWrKCtrW0BtsLCYLLuaXR0tNI2DYfDbN68mWxK5yf/+QqP/LCDQt4gGPbxJ3/3VtZtmXsbDqCvd4I/+sP/IpfT+dV37+Sd77r8vK+575ED/PO3nkORRb7+d/fQWHemElgeOCgWi2zZsoWTQ0k+8o8/wnZcPvVrN3HjtuUzLvcHrxzhb3/yLKos8W8f+hWWNXi6MN2yODo+xqGxOD2pFPF8jpPjCXoSSQQEVlZFUPFuABRFoSEcoigIUJoasxyHg6Pxkvu3wMb6ejbW1TOaTDCUShEIh1HUqRdw1wUbm5dHBiqVowZ/iKWRKjTpTPWtKRhiKJfFJ8nEfD4s12a8UDgzSed6+qbO1CijetarUE2CgEBEUan3hwmIXvxIWQUllQTuhqHTPxrHHwohTUPqymgNRfj/tl+JNKma5Lou2Wy2cqyl02kikUhFQzddFfNCkDIKHE8O89SRDiZki7RPoCs7Rlw/V+AuCQLLQrVsiDazuaqVrVWtNPoXxotsLijLJjKZDEvXr+P58X4e7Onk5dHBSqtSANaHqrmzbSV3r1hP9GdUJevv7+f48eNs3br1kpClYrHIu971LpLJJI888sjPbfjx6xX/4wjT8ePHMU2TdevONUicPLq/ceNG6uvnHtfxxBNPTMlMmy8mO3dv3rwZVVV5+umnWb9+PTU1048Sz1fcfSFIZ/L8w7/8lOc7hgEIBzV+/W2Xc/t1a6clPI7jnEMMampqGBww+cEPDjI06PkCtbVV85a3buOaa1ehzFChmA1j8TQPf38vj/6og3TyzMSUP6iw45rl3HDHZtZtWTyl8vTzgrLxaCgUIj6Y5sVHT3N8/xi25e3H7Svq+ehf3s2ipXOzjijjyJFB/uovf0w2q7NyZQN/9/m3n5eU7j3Uxyc+dz+O4/LBd13BW+/YXHmsLOwXRZFNmzZhOvCbf/s9BsbS3Lx9BZ98740zLrdnNMl7v/J9iqbFR2/fxbuumF5D5bou39jTwT++8Aqu7LKivobGiHfTYds2imOTLRTJGwayJIEicyKTJl/K+FtfV8+icJSRZIJcoeC1iUMhNEkiW3LY1m2L7myCoVKFKiArrIzVElOntusaAsFpdUuKKBLWVHrzCfpzE8QLUyf0ApLqCaxVP1HFT2soMmNUi24YZNJp2mvrCAS8ytJ4sYDlTvVckwSRP9lxJS2h2YlHOeS1XMUsT0uVq5gX2oouFovs3r2bWCw2JcFgXM9xJD3M0dQwh9PDHEkNM2Gca0Da7I+ypaqVLSUCtShwaRy9J/tBbdu2bUq1bUIv8HDfCX7S08m+ieHK32UEtodruXvRKm5Ztga/9tronAYGBujs7GTLli1UVS18q9AwDN797nczODjIY489VpkG/iUWDv/jCNOpU6fI5XJs3Dj1BH52dWe+laKnnnqKjRs3XtBOWr6ANjQ0TBF3P/fcc6xatWpaz6WFFHfPhGKxSEdHB6qq4gs38aVvPsepnjEAFjVX8YF37eKyTTObZ04WRMfjcTKZLCdP6jz7dD+5nCfWr6kJcfebtnDrbesIBObfWjBNm/2vdPHwfa9weM8AxfyZCchQxM/aLW2s3dTGms1tLF3Z+DMnUCMjI3Ts2Y+rhzj06jAvPXmsElzbtizGxivqWbu1peL+O9eKwYsvnuLzf/cQhmGzanUjf/GpNxI5TyzLwHCS3/tf3yeT07npqlX80QdvqLxXmcCXNWCiKPK39z7Ngy8do74qxP/7/95GeIbvK13Q+c3/+0N6x1NsX9rM//m1uxCnCcwFeLarh4/d9zC26/K+HZv5tcs2cXAszsHROD3JJAiQMQxcxyFdKHAkMYHhOMiCwMpIhIZQCL2ok9F1otHoOQQhbRY5kBjBcmwEV2RRJMriUKyijSojqmrkTPMc4pIxdYYKKUb1LI5g47oCguhSowWpUULEFP+UrLj6QIj4DDYDRV0nm8mwrL6B1CR9lCyK1PgDOLgVA867lqzkjiXzy4srVzEvtnVXKBTYvXs3NTU1rFmzZtb9z3Vd4nqWw6kh9iUG2Jfo51hmBPusc3KdFmJnTTs7a9u5vGYxVerFG0g6jsPBgwfJ5/Ns27ZtVv1ofy7FA73Hub/3OKfSE5W/RwWZK8N13NW2km1tSxasQnc2BgcHOXbsGJs3b74kRMY0Td73vvdx6tQpnnjiCWpraxf8PX6JXwDCZJrmtI7YM6G7u5tEIsGWLVsqf8vn8+zduxdN09i0adMFCbdnIzezYWBggCNHjrBy5UoWLVo05WB98cUXWbJkCY2NjVNecyn0SmcjlUqxb98+6urqKrEztu3wk8cP8e0f7iad9VoRm9e28Fv3XMmyxec/QHO5HKOjo/T1DfH8c93s35cgm/U0H8Ggyu13bOSuN2yipmbuZLVMdIvFIhs2bOTUkTgvPnGMl5/unFJ5AvAFVFatb2HN5jZWrW+htb2W6rpLc4KcDL1ocuxAP88/cYCDe3oYHchVxtcBtl+1gje/ZydrNnmeWGXR+HS6p7OJseu6PPjAAb72f5/GcVwuv3wpf/jHt+Hzza4pSaTy/NFf/4jewQRrljfwuT+9uyIMz2QydHR0VL57QRC49/F9fOVHLyEI8MXffQNbVrRMu1zLtvnYtx7ilVMDNERD/L/fejM14ekvjoeG4nzgv35C0bK4a+1KPn3bdVO+C8O26ZwY5+BonOf7e3l+oA/TdvDJMmurqpFtG8EwydpWyQhSQ1VVBFHEch1OpMa9kX4RwrLGxpoG2kLRCjEpkyNFlPBJEplS7InrQtLM05dPkjRK+5DgEpI16rQwdVoInyQjIFDt86FIEmm9CIJnk2BO48lWKBbJZbO01tRiSMKU77/yXQKiAMurYrx59QpMxyJv6xQdg4JtoDsmlmMjCSKqqKCIEqooowiy91uUUQWZgKwRkwMYeX3erbtcLseePXtoaGi4YP1fzjI4kBygIzFAR6KPQ6mhM1OBJayONHgEqqadzVUtKOL8KmHzIUuT4bouR5Nj/LD7CPf3HidlnGmptkk+rgjUcHvLMpY2tVxUhW4yLjVZsiyL97///Rw6dIinnnpqXp2RX2J++B9HmPr7+xkaGmLHjh2A54C6b98+mpubWbVq1QVXal544QWWLl16DrmZCZPF3Zs3b572juDll1+mra1tiu/T5MrSQrTgxlI5aiKBKcsZGRnh8OHDLFu27BwSB5DN6fznT/byw4f3Y1oOggA3XLGSd71xG4ua51Zq1nWdoaERHnv0EM8800tiwhPvi6LA9h3t3HrrerZtb5+1pVQsFtm3b98U0XQZtuVw8tgQR/f1caSjl6MH+sllzg1p9QVUWhZV07K4xvtpr6G5rYZYdYBQ1D+niBbHcSnkdLKZItl0kVymQDZTpL97nEO7uzl2cADLnHrBaGqtYuNlS7jtLVtZPIMo+2zdk+M41NTUUF9fT01NDUNDaf7vV57iwAEvlufW29bz279z/XnbcEPxFH/6d/czOJKitirI//n0W6mJeXl1iUSCffv2sXjx4op+7+FXjvPZbz8BwIfftIt33LBp2uW6rsvf/PhZ7tt9FL8q87X3383KpumJ9KmxCd7/3Z+QLBa5or2VL77pNpQZLk57hgf58MMPkjFNmoIhrmhtYzSXRSwUSJgGwWCo5PmkY1k2ugi9Rh7dsRFEWByMsTgcQ5ik4pZEgRqfJyoXBYGhfBbHdRnTc/TnE2RLVu+CIFCnBlldVYdrizOKswWgORDCETxzz8mZc/lCgXw+T3U0RsCvEi9kKdg6umOiOxZG6bfpWAiiS1V9Bkme+zltJoQkH1VqiColRFQK4LNEpIKLlLOokyIsr25lcX1Lxegwm82yZ88empub5zyZOxfotsX+5AAvjp3mpfFujmdGpzwelFWuqF3CNXXLubJ2CVF19sroZKfxrVu3XvBksmHbPDV0mh/3HOOZoZ4KgZYFgS1alMuUCDvr22ior6e2tvaCLAqGhoY4evQomzZtmlFacTEoT8G9+uqrPPXUUzQ1NZ3/Rb/EBeN/HGEaGhqip6eHnTt30tvbS2dnJ6tXr75ogfDLL79Ma2srLS3T33lPxlzbf7t376ahoaGybmW90kJVlkzL5r1//V1iIT+/86adrF/SSHd3N6dPn2b9+vXnvVMZHk3z/773Mk++eALwss6uuWwZ99y9nSVtcz85GIbJk08c5P77D9J9Oln5eyzm56ab13HLretoaopNeU25ClJuG5yP6DqOS++pUY7u7+VwRx+nj48wMpioCMdnQiCkEY76UTUZRZGRFQlZEdGLFtl0gVymSD6rT1sxmIxQVGXzZcvYsnMZ67ctnrd7+eT2Zn//ME890U1HxwSO46KoEu9+9y7e/Ctbz7tPnOge5c8+dz/JdIGG2jD/+4/fQGtp246MjHDo0KEp+YwvH+nlT772U2zH4R03bOLDb9o147L/7em9fOWxVxEE+Nw9t3L16vZpn9czkeQ3v/tjxvMF1jXW8bW3vYGAOn1F7Knebj7++CPots22xib+z823owHPvPIKfZZJNhzkZDKB5Ti4uHSnk/TmUri4aKJIm+SnyhdA1TQURebs0bfmUIjBbIaMU+RENk7WNMEVkASBRn+EFn+MJZFYRf80E5oCoSnPiWkatmDRlRhhrJjDkcGWdPLG7PtJpDpHIGDhlzT8kur9iBo+SUETFRRBwsbBcCxMx/Z+u1bpt43pWGStIqY7N3NenysTc/3USWFChszSWAuXL9lAe7AeVbw0k29jepZXxnt4abybF8e6p2igJEFgc6yVa+uXc039MtoCU2/AHMdh//796Lp+0U7jk5HQCzzYd5wfnD7K0eQZQteg+rkyUMMm10dbpKpSoYtEIuc91oaHhzly5MglI0uO4/CRj3yEZ599lieffPLnasjlFxWve8I03xy3eDzO8ePHqaqqYmRkZMEEeLt376a+vv68hpjTibtnQtnWYPHixZdE3H2ke4SPfeknFAzv5Lq5vYbrVsW46erL5+U6e/x0nP+4bw8v7j1d+dsV25Zwz93bWLlkfuXhnp4x7v9JB88+e5Jc9sxd+vIVtVxzzSquunoVgqBz8ODBKVWQC4Fp2oz0J+jvGWdg0s9QX4JsunD+BZwFVZMJhn2Ewj6CYR9VtSGidQJty2PccMsVF22cadsOzz17gv/3jecYH/cuzqtWV7PrihpaWqorrbuZsgD3HurjL//xpxSKJssW1/KZP7yzUlnq6+vjxIkTU4jynuMDfOJrD1EwLG7atpw/f8+NM2qRvvP8Af7xp54r+Wwi74FUmt/8zx8zks2xoq6af3nbG4j6p79z//GJTj75zJPYrst1ixbz+RtuwTVN9uzZUzFNFUWRomXx0lA/f7vnOXpS3lDB4nCMtkAEx7LQdaNkcOtWzDJVVaEpFOZIIs7p7AR529vXFFFiSbiatbEGHNdFlaTzGlg2BoIM53IYjknCzJEyc2SsApZbjiVyECUH2xFxHBFNlPFLGj7RI0GqJKOJClc2t/G+tVtQLzLaxHVdcnaRhJllwsgyYWZJGJnK/0f0JEPFCcbNzIzLEBFo1WpYEW5mabCJZcFGlgYaiSgLG17ruC6HU0M8M3qKp+MnOZUdm/L4qnA9NzWu4uaGVTT7Ihw4cADDMNi6deslM2A8kojz/dNHuL+3s9KmFRHYWd3EdcFamvI2siRNCcI92/W8XKXfuHHjJdETOY7Dxz/+cR555BGefPJJ2tvbF/w9folz8T+OMA0PD3PgwAGCwSBbt25dMNv8jo4OYrHYrIaYM4m7Z8L+/fsJhUIsXrz4kom7x1I5/vX+l3noleO4rtcSe+MVa3nvrVupjQbntayu3jHu/fEennnlVEXIvGlNM3ffvIFdW5fMy0bANG1eebmLBx/cz8EDA0zeSxsa/ezatZQ77tx+TuVpoWBbDtlMgUyqQDZdxDQsTNPGKv1UyFHERzDsJxT2oWpnTprFYpG9e/fi9/vZuHHjRWkhksk8jz5ymIcePMjoqHeRa2yM8sHfupYdly2pZAHG4/FpdU+24/LtH+7muz/Zi+O6bF7bwqc+ejtBv3pOJEt51PmJvSf57LeewLQddqxu5W8+eDvKDO3J7710iM8/8DwAH7hhO++/ftu0zxtOZ/nN7/6YwXSGJdUx/vUdb6Q6MP3x961D+/nbl14A4I0rVvKXV1+HnvduNurr61m1alWFVOwbH+JjLz7ESCGHT5T57dU7qJGD7B8dmRS7ApZpohtGaVDEpMctkHW8mwVZkFgUrKLJF66E3sY0H47rEFRVDMdmoliYYpDoui6i5DCQSzBu5MjbZ1kMuAIh2UetP4iCiioo1PlDRDUfBdMkOUk/0xgM8SeXXYX6GjpoF22D46M9vNjZgVQbpOB36M2Ncjo/TNaZ3t+uUatibbiNdeFFrA0vYnGg7pyQ4ItBfz7JM6OneCZ+kr2Jvini8UVymK1KLe/ZfB3tkUsvai7aFo/0n+T7p4/w6ujAmfUIRrm7eRmXqVH0ZJp8Pk9VVVUlPiqTyXDo0CE2btw4b03rXOA4Dn/6p3/Kfffdx1NPPcWyZfNPUvglLgz/owhTJpNh9+7dGIbBjTfeuKBZSAcOHCAQCLB8+fS+NJPF3YsXzy0I9eDBg6iqypIlSy6ZuDuXy7Fv3z4ypsiTxxK8eMSLIlEViTddtY57btxMdWR+d5W9AxP850/28sSLJyqtqvqaEG+4aT23X7uWyDzy5QDGxjI8/9xJHn/sAKcntewAmpsjbNm6iO3bl7JufQt+/88+K6ncLqytra0I5ucL13U5dnSIBx84wHPPncSyvH08HPbxxrs38ytv2Tate7fjOJUswNHRUUbG8jz4wggDI16V5OarVvH7v3EdqiJVMrfGxsamtIa//8wh/un7z+G6cN3mpfz5e26c0Zzyh68e4W9+/CwA77tmCx+6ace0++lAKs0H/+t+BtMZ2mIR/vUdb6Q+dC4hd12X/7PnFb62by8A712/kT+8/ArSpSGEtrY2li5diiAIuK7Lt08e4HP7n8NyHZaEY3xx1x2siJ5pfwxlsxwYHeFAfITudBLDtuktjDNYSIMreMJtFOrlIAFVQ9VUZFkhoMi4QME809rSJImoTyOupzidGSdpZbFcC8cpuZEjEJJ8+B0ZnyNTF60hoKhokwTlkxFSVMKaiunY/Nam7bSEzm9Qu5AYHx9n//79rFy5stKCBe87GDPSnMwMcniim+PpfnqNcZLCuVXXoORjTbiVteFFbIgsZnWoFUVcmPNqwsjz5MgJHhvu5NWJ3inxL+uiTdzVvJZbGtcQO4/maSFwKj3Bd08d4r7uoxV9myZKfHDNdn6tfT1jY2OMjY0xMTGB67qV+K3ZwssvBI7j8KlPfYp7772XJ598klWrVi3Ysn+J8+N1T5hs255TmO7IyAgHDhygpaWF/v5+brnllgVdj8OHDyPL8jk78FzE3dPBdV1OnTpFV1cXNTU1NDQ0UFtbu6Bl6ImJCfbv309ra2tF5Ln3+AD/cv8rHO72HLV9qsybr17Hu27YTCw8vxNTfDzD/Y8f5sEnj1Sm6lRF4vpdK7j9urWsWd4wJxJo2zaHDx8mnU6zZMkqDuwf4rnnTnDo4MAU7ZAkCSxbVse27UvYtLmNlSsbL8jj6WIwPj7OgQMHaG9vp729fV4k13Vdensn2LO7m6ef6qSr64yWYuXKBu68axNXXrUCTTv/BclxXH748H6+8V8vYVoOfk3ilp317NyyqBISfOLECfL5PFu3bsXn8+E4Ll9/8BW+9UgHAG+6ah2//9apxomT8a3n9vGlh18G4J4rNvJ7t+2c9vP2JFJ86Hv3M5zJ0haL8LW3vaHitTQZtuPwmRee5XvHjgDw+9sv5/2btlS26fLlyyst76Jt8Re7n+D+3k4Abmtdzl9tv5GgMj1hdl2X73bv458OP0+uaOEYEvVqiPZgNaooYRieaNwwDCQEqoJBdFFEURQEQcBwLOJ6kriRwnQswEVSbGRBJiyGicqesLqQzeE4DtFo1BOMB4NTqlzT4dfWb+LypvNrHxcS5XDtNWvWzEko7LouI6lxdg8d5VCqhy5rlGEpg8HUm1WfqLIx0s7W2FK2RpfT5q+9qBs927bZt28fKavIeKOfJ+In2D3RVyFPsiByVd1S7mxex1V1S1EXiKzNhJxl8EDvce49eYDO1Dif3HIt71rutZ/j8TgHDhxg8eLFFZf/8qBG+Zi7mOgs13X57Gc/y9e//nWeeOKJab0Ef4lLi194wlRuOXR1dbFhwwai0ShPP/00t95664JWbI4dO4bjOFPyeS7U26msV7Jtm0KhUJmSymaz8w52nQkDAwMcO3aM1atXnyNUd12XV4/18/UHX+Voj5fh5ldl3nT1Ot567QbqYvPzqNINi6deOsF9jxys+DgBtDbGuPnqVdx45Urqa6a/uy6bJwLnaL7S6QIde3vZt6+Xjr09jI9P1ZrIssiSJbUsX9HAsuX1LF9ez+LFNXOafLsQDA0NceTIEdasWTNlsnE2TEzkOHZ0iI6OHvbs7qm03ABUVeKaa1dxx50bWbGiYc7rsf/oAP/6ny/S2eV9dzs2LuIPPnA9flWoeGIlk0lEUaStrY3GxkZsQeYz33qCV495E3e/eccO3nvr9CJyx3H5P4+8xHeePwDAPVdu5PdunZ4sdY0n+K3v3c9YLs+S6hhffdtd01aWDNvmT556jEdOdyEAf3HVtbxt9VqGh4c5fPgwa9eurVzY44UsH3n+AQ4m4kiCwB9tvIr3rNg04/Hcl0vw2SOP8OqEVz1dFa7nj1ffhGtK7I+PcHgsTs4sRZq4LlFZZjCVQjcM8q5ORjLIuHrF7VsRZRaHY8i2j4gSQBJEYppGamKCrGXhC4cQRLHiGj4brmtr5+2rvXOG6ZiMmxPk7TyGY2C6JqZT+nFNjEn/d3FRRAVFUFBFBVVQUUUVn+TDJ3o/MSWKT/Sds13i8TgHDx5k/fr1NDTMfb+aDF3XGRmNczB+iiOZPgblDH1Skqw7tZVXq0bYEl3K9tgKtseWE5Tnfs6ybXtKlme5IzCu53h46CgPDB3hWPpMVFJE9nFL02re3LqR1ZEL+1xzheu67BsfZkW0hpCiMjo6yoEDB9iwYUNFA1ge1Cgbi2azWSKRSKV1Nx/PJ9d1+dznPseXvvQlnnjiiXN8BH+J1wa/0ITJtm0OHjxIMplk69atpYwzk8cff5ybbrppQVtyJ06cQNd11q/3gkgLhQJ79uyZl7dTOeak3GI8W9xdJk/xeJxUKlU5+Orr6wkGz70IOY6Li3tOtMLJkyfp7+9n06ZNs/qCuK7LS0d6+caDu+ns86odkihy0/blvPP6TSxrmd/kh+u6HD4+zINPHeHZV06hl8TmggBb1rVy81Wr2bW1nUCprZbL5ejo6CAcDs8pz294OMW+jl527+7i8KFBcjnznOcpikT7klqWLKmluTlGY1OUhoYoDQ0RQiHtgki067p0d3fT3d3Nxo0bp52IKRQMhodTDA2mGB5OcepUnGPHhomPpKc8T1UlNmxsZceOJVxz7SrC82hfnuoZ4xv/9RKvHvCIgU+T+eC7ruDOG844NU82I21sbGRsbIw9nX18f/cwmaKFKkt8/O1Xc/vO6aODLNvmMz98mof2e5ORv3vr5bznqs3TPvfYyBgf/sGDTOQLLK+t5qtvvZOa4Lnt3Zxh8PuP/ZSXBgeQRZG/ve4mbl26rCJE37BhQ0ULcnBihI88/wDxYo6o6uMfdt3Gzvrpp4Ns1+E/unfz1ZPPozsWmijzoeVXcs/i7ciTjgnbcTiZTHAgPsJANs3xiQkSRpaB4ji5Sbokv6tQJQZYHakn7TpIpUgV13FIpVMIgkg0EqE6ECCsqEwUC+e04lxcTMdEd3RqQgKXL4VRc5S4PsqEOXEmgmWBoIkaVUqMmByjSokh6zK5kSxr29ayqmEl1Ur1RWuQyvYXI/E4R8a7OemOMqBl6HYmsCZVoGRBYmOknV3Vq9lZtYo6beZJUcuyptwozXSuPpkZ5cHBIzw4dITRSbEtayON/ErbJm5tXE1AvrRt+jJZOh8BLRaLldbdfFzZXdflH//xH/n85z/Po48+yrZt02sEf4lLj9c9YXIcB9M898JYKBTo6OhAkiQ2b95cmVByHIdHHnmE66+//qKnliajq6uLdDrN5s2b5y3uhvk7dxuGUakWTExM4Pf7p4TfCoLA00dO88+PvcJvXLuVmzYsA9fl0KFDZDIZtmzZMi3JmmndXjzcy72P72P/qaHK33esbuWdN2xi+6rWeRONfMHg2VdP8eiznRw4Nlj5u6JIbFvfxta1DWhCkuVLF12QJ4zrugwNJTl8qJdDh/roOjXK4FAWQ5/ZgsLvV6mvD1PfECES8REIaAQCKoGAij+gEvCrlf9LkmfkaVo2Pd09jE8kaG1ZjO2I5LI62WyRRCLP0FCSocEUyeT0bRlBgMWLa1i3voXtO5awYUPrnFpukzE8muab33+Fx1/whPuSJHLHdWv51Tdtpzp2hqBks1k6Ojqorq5mzZo1gMB3HuvgXx94Fcd1aYwFeNuORmpDSqWNMLkNnC7ofPK/HuOlk/1IosCfvela7twyvYZid98gH73vp+QMk9X1tfzzW+6gahqBd6JY4LcffpBDo3H8ssw/3Xw7O5tbOH36ND09PVOE6A/1HecTrzyG7tgsi1Tz5SvvYlFo+ovuaDHLJw8+UKkqXVa9iE+su+WcMfWzsTd5iq8cf4xjExMYBQXHUKjRwjRqVfgEhbAgMpRJYxgGYqllZ5omsiwTiYQBgZhPI2eYmI6DpjjknTSjxRRpw8BwDa86JFssWzSCfJbfkiZqhKQgiqhWqkeKoKCICmrptyKqCAilypOB6Ziel5Oro9s6RadI3i5QcM4/6amJKo1aI41aI81aE01aI02+xgsmUpOz7oZGRzia62cwkOOkOE7cnnpzsDzYxK6q1Vxds45FgTPiaMuy6OjoQBAEtmzZMqeBCdt1eHW8lx8PHOTxkeMVT6WApHB701re3LaJNZeg6jQ2NsaBAwdYu3btnD344AzJLFefDMOgurq60rorDyO5rss///M/89nPfpaHH36Yyy8/fzbkL3Hp8AtJmMqEpb6+nrVr155DPh5++GGuvvpqAoGFG5Ht6elhfHychoaGeYu7y5lwtm1fkLjbsizGx8eJx+OV8Nv6+nq+8MxR9vd5bZm26gjXtkXZ0VbL1i2z2xnMhiM9I3z3iQM8va8Lp7TrLGqIcfeVa7ntslUzxmXMhqF4iseeO84TLx5nYDhV+bskCmxe18pV25eyc2t7ZQT+QpHP5zl6tJtDB3vp65sgl3XIZGxSKZ1kcv42AvNFOOKjqTFKY1OUtrZqVq9uYuWqhguKhHFdl0PHh/jJY4d49tUubNu7QFx7+XLe97bLaWmYSiSSyST79u2jtbWVZcuW0TU0wef/85mKVu3WHSv52Nuvxq/KFb+n0dFRcrkcVVVV6LKfzz++j4FEBk2R+et33MRVq6bfvx8/0cWfPvA4pu2wva2ZL9x9C+Fpbk6Gslk++NBPOJ1KEtN8fOW2O1lfW8fx48cZHh5m69athMNhXNfl6517+cJBb2ruuqZ2/u7yWwnNoFd6brSLTx18kKRZwC8pfHz1DbypZcOsx9WxTD//1vsY+9KeNYZPVHlT006ui22mK5Fmf3yE8UKBtKF7nk+ui67r5LJZXDziqyoqIb9GUTKYMNJkrCyme+bcJEs2kmwjuDJbFsOyWC31ah0NWj11pd9haXpLiAuB7ugkzRQJM0HXSBenR7sJ1AcpSAXGjXFGjDi2O/3AjF/00x5YzBJ/O0sC7bT72wnJ8z/+JmfdnUj0c1pJcFpN0m2PTamlLQk0cG3teq6KrmHoaDeiKLJ58+YLmi5NGHl+MnCIH/YfoDefqPx9Y6yZdy3axvUNK+btLD4dyqL5+ZKls+G6biUFYWxsjP/4j//gySef5IYbbkBVVf793/+dhx56iCuvvPKi1/mXuDj8whGm/v5+jh49Om3USBmPP/44O3bsmJfX0PnQ19fHqVOnsCxr3uLuhYw5KU9JxeNx+oaGeb43wXP9CXKGd2JsrY7wm9dv45YNy5HnMeZ/NgbH03zvqQM8+OKxio+TqkjcuHU5d1+5ljWL6+f9WRzH4YVXDvH480fpHbHoG0pNeXxJW7VXfdrQxoZVzWjTTInNFWeP4oOEooRwHI18ziGXMygUDPJ576dQ+p0vGORzulddMg1EUSAYDCDLEj6/QjCoEQppBIMa0aifpqYYTU1RGptihEIXX9GMj2d47LlOHnm2k8GRM9tny7pWfvPtO1m59Fzfq7LAd8WKFdQ1NPLvP93Lfz6xH9tx8GsKH/mVK7hz5+ppv69CocBDuw/xj0/so2g5VPkV/uimLexYvWxav6fvHzjCXz/2HI7rcsPydv76zhvRpmmndCUTfPCh+xnOZWkIBvmX299AeyTKkSNHKi30QCCA5Th8tuNpvtt1CID3rtjMH226Emma6ofp2Hz5xLN8q/tVwNMq/e9Nb2BxcOa285ie5qvdD/HchCc0VwSJOxq2886Wa6hSp2r1cobBwbE4+0ZGOBQfZiwxgapqKAGFhJ4gZ2cwpTymdeZiLCAQlIOEpVBJX6TxwY3b2f4airx7enro6uqaUq0DsF2bUWOUoeIwQ/owQ/oQQ8VhRow41jTGl3VqHUv87SwLLmV1cCV1at28jvHJWXc9Y4Mcc4bp9qU44Yxic6bS1iZUcVvbDq6r20CNeuHnaNd12ZPo4wd9B3h8pLNSdWrwhXlb2xbe3LrxgifsymRprqL5+WB4eJj77ruPb3zjGxw+fJiqqiruvvtu7rrrLm6++eYFvW79EvPDLwxhchyHzs5OBgcH2bx586zOqk899RSbNm1asMRoy7J45ZVXyGazXHHFFfMWd1+qTDjXdenp6eHwseO8MpzhmZ4J8pZ30miKhXj3VZu5a+sqfMqFE49cweDR3Se47/nDdA2eCbVc0VLD7TtXc+PW5VTNYbrOcRyOHTvG2NgYW7ZsIRwO0z+U5LndXTy/u4vjp+NTvJgURWLDqia2rm9jw6omli2um3H0/XywbXvKKL7rutTW1lYiSM6+yy1nD0YiEdatW7cgeVOzYTyZY8/BPp588QR7D/VVtoPfp3Dt5cu5++YNM2b5lcX969evp2fC4Av/9SyD415r5OqNS/j9t1xJfdX0+6vtOPzb0x38y5O7cV3YvKiRj924CSPrCVkn+z1FYzG+8sJuvvHKPgDevGE1n7jp6ilaoTIOjsb57Z8+QFIvsiQa42u330W9PzAl7kLTNHKWwR++9DBPD3UjAH+y+Wres2LztOuaMPL88b4fsTfhidbfsWgrH1117YxTU47r8NDIHr7e+yh5W0dE4Ka6zfxq23U0aLHpv4gSMpkMz+9+kROhNHtzQ5xO5rAtEVU1MUwFTdDwCz5US0U0BWRJ8bLuVJVfWbOO25ZObz1yKXD69Gm6u7vZunUr0ejc3OVt12agOMjpfDenC91057sZMeLnPK9aqWJ1cBWrQ6tYFVpJRJ77hXxy6653dJC9+dN0KmP0iknc0mlQRGBbbDm31m/l8qqVF2VXMKZn+X7ffv67b1/FWVwTZe5oXsuvLt7OktDc9ZgTExPs27eP1atXz3m4Yz5wXZd7772Xj370o/zgBz/A5/Nx//33c//993Py5EluuOEGHnjggQU575w6dYpvf/vbHD9+nObmZt7znvecV1Duui7f+c53+OlPf4osy7zpTW/i7rvvvuh1eT3gdU+YyuXMffv2oet65c50Njz77LOsWbNmQRxYy+Lusi/MVVddNad1nk3cvRDwRtR7OXXqFOvWraO+vp6xRJJvP7OX+w92ky1VhaJ+lbdfvp53XrmRkO/CKyCu63K4e4QfPX+EJ/eewij5BkmiwOVrFnHLjhVcub592qpQeZpQ13W2bNky7fRfKlOg43A/ew72sedQH2MTUyfiFEVixeJa1qxoZO2KRtYub6Smav4tBNd1SaVSlcnEYrFIdXV1RR9W1sY1NTVdcDjp+WAYFoeOD7H7YB97D/bR1Tc+5fGNq5u55ZrVXL1jGf4ZQnYnC9HD9Yv43nOdvHjY0/PUxYJ89K1XcfXGmU1WR9M5/tf3n2B3l6cve+vl6/jY7buQSyfpyX5PgyMjfLtrkH0Jb8LvNy/bzIevumzabfPiQD+/9+hDFCyL9XX1fOXWOwhJ8hSBr6IoJPUCv/XcTzg4MYImSnxu563c1DK9Qd/JzCh/0PFDBgopgpLK/9pwOzc0rJzxs/UVxvjHUz/mUKYHgNWhVn5/6RtZEjy/xuXYaCf3dz9Av38QndJEmCvQwGoUo5VERpkSf+K6LkbJLHOppHB97Iwj+3RkfKFQng7u6+tj27ZthMMX5/GUs/P05Hvoyp/mRP4kXfnT51ShWrRm1oTXsDm8kSWB9jlroEzTZPfu3d6/NXglc5Jjyij9wpkKalQOcEPdRm6p2zqn72kmGI7Fw0PHuLdnD52ZMyTw2vrlvKd9B5tjLbMe05eaLAH893//N7/zO7/D9773PW6//fYpj3V1dbF7927e/va3X/T7/PCHP+QTn/gE73znO1m+fDmvvvoqX/7yl/nP//xP3vKWt8z4uj/4gz/gm9/8Jp/85CcpFot8+tOf5lOf+hR//Md/fNHr9POO1z1hyuVyvPDCCwSDQTZt2jSnybf5BuXOhLJWqrGxkbq6Oo4ePco111wz62vOFndfCrJUrtaMjo6yefPmc+4si6bFD146yHdeOMho1tPu+GSRm1a3cc9VW1jWcnHiyHSuyKO7T/Dwq8c51nvGSyjoU7lu81Ju3LaczcubkCWpMrWlaRobN26c0/fnui59gwn2HOqj4/AAR08Ok5omWLeuJsTSthraW6tZ3FpNe0s1bc1Vc27lTdYWxONx0mmvMlNbW8uqVasWTANX1E36h5IcODbI7oN9HDw2WJkgBE8fs7y9jss3Leamq1bR3DB7pcB1XTo7OzlwopeOQZPnD/cBHnl989Xref+dOwj4ZtawPdfZw6d/8BSpfBG/KvOHd17FXVunF3cnC0U+dt9P2Tc4giQI3LOshY1BreJ8XFdXVxGwPnL6FP/fk49hOg47m1v4x5tuQ3Zd9u7di8/nqziijxSyvP+ZH3EqPUFU9fGVq+5ic830bY9n4qf4swM/IW+btPijfHHrr7A0NP2NkOM6/Pfg83yr70lM18Ynqrxv0Y28ofGyaVt8k9Fb6OO/+7/PCf1U5W81SjVXVO1iV9XlVClVlW3fm06xLz7C/vgwwzmP2K+qruG3N28jl8lUKpllMl4W1/t8PnQnT9IcJmXFKdoZik4OvfRjuQaOa+Ng47oODjaSoKAJAVTRX/oJoAo+xkdSpCdybFi5hYbIIvzi+bPP5gPd0TmV6+JYrpNj2U76iv1THg9JITZGNrApvIHVoVWo4vT7m1mKuilPE4uiWGndHR4+xdOpI+wXBskJZ6YNVwSbeUPjZVxbsx5NujBfOtd12Zcc4Fvdr/J0/GTl7+ujTbynfQfXN6w4Z58on+9XrVo1p8zQC8GPfvQj3v/+93Pvvffyxje+8ZK8RxnxePwc0v7+97+fV199lf3790/7mtOnT7N8+XJ+8IMfVKpKX/7yl/mjP/ojhoaG5lzFfL3idU+YLMuiq6trRr3SdHjllVdoaWm5qJ2+7Ny9atUqFi1aRDKZpKOjg+uvv37G1yy0Xmk6mKZZyVvavHnzrNEvlm3zyMFT/PvTHXSPJQEvmnR9Q4Q3bFrGtRtWVgz4LhQ9IwkeefU4j7x6gpHEmbHfSEDjslUtNPoNLl/XzoZ154rz5wrXdRmMpzl6YpgjJ4c5cmKY7r6Jiih9MkRBoKkhwuKWapobotRVB6mrDlFXE6K2OkRVJDBtXlp/fz+dnZ00NTVRLBaZmJggGAxWbB1mym8rwzBthuIpBoZTDAwnGRgp/R5OMZY4N6usOhZg2/o2tm9cxJZ1rcQic9NaOI7Dk8+/yo9eOc3+3iSu6xGum7at4H23baOtPjbja4uGyT89/BLff8XT86xqquWv3nYji+umf82p8QQfu++n9CXThDSVz7/hZi5f3EqhUKiQgkQiQSgUYq+p85XOI7jAze1L+dvrb8I2jHNy4bozCd7/zI8YzGdo8Af5l2vexPLI9Bqk7/Ts4QvHnsAFtlW18Xeb755Rk5KxCnzuxA94JXkcgB2xFfzu0rvO236bMBL8OP4TXk56uigBgc2RTVxTfRUrgyvOW0UZzmU5NBrnipY2AqVpQ9d1SVujdKcPMZg+xXhxgCxjmGoGS7w0wweyoBKR6yo/UbmBqNJAjdJKldKEcJHWAlkry7FcJwfThzmYOTRlQk8VVNaGV7M1spVNkQ0V8mQYxhSyPN3x77ouqUyapwf283TyMMfcERzBO67Dkp/bGrZyV+Nl5/0eZ8Pp7Dj/0bObBwYPYzheZXxZqJZ7r/i1CmlKJpPs3bv3HFf0hcQDDzzA+973Pr75zW/OWuG5lPjUpz7Fv//7v9Pd3T3t41/96lf5gz/4A5LJZGVwKB6P09DQwH333fcL35p73RMm8CYx5oM9e/ZUrOvni5mcuzOZDC+//DI33XTTjK+71GQpn8+zb98+/H4/GzZsmLPPlOO4vHCil+++eIhXTp25U2wMqly1qJpbNi6ntamRqqqqCyY1juNy4NQQj+w+zrMHuknlzlSEAprCrnWLuXpjOztWt13QpN3ZyBcMTvaM0d0/QXf/OD39CboHxslkZ99XJEmktipIbXWQcNBHwK9g6gUMPU9rSxPRaBhNlZBEgVw+x8REilQqg+2CqvmRZQ1BlDBMG8OwyeZ1huJp4uMZZjvSwkGNFUvqKiSpvbV6XvuI47i8fLSHbz34Eof7kpUJpGs3LeU37tjOkqaZhc8AL53o429/8iwzX8xXAAC6wUlEQVSDpbbau67YwO/cfDnqDCafT5/q5s8efIKcYdIcCfNPv3I7y2rO1QQahsGXXn6Rb3R6JOyqaBW/u24jsUiEkydP0tjYWMmF60yO8f5n7mNcL7A4FONfr7mbluC5uhjXdfnqyef51y4v7PctrZv4ozU3zjj5dCI7yGeOf5cRPYkqyPzOkju4tX56U84yCnaBh0cf5YnxpyqTbhu19bxt8VuoVeffyk+aI3QXOugvHGFQ7yRnJ2Z8rmz70awoQTlGWIsR9lfhl8LIooqIhChICIiIiFiuieEWMJwChpNnNDFMwczij2jYgk7OTpKzkzCLv5Mi+KhT22nQllKvLqFeW0q10owoXKAm0LU5kTvJ/vRB9mcOkDDPfFZN1Ngc2cTW4GYyx9KEAv8/e+cdX1Vhv//33dl7LxISIEACGUwRAXGwh7taa12ttrW1/dra2tZRf7WtbW2t1Vpb26q1WmWIIIigoAwRMkkgIXuPm5tx9z7n90e4hwSScLOAYp7XK68L555z77nrnOd8Ps/neQLIzMz0+rjSburi/cbP+VhfQo/YS8pkyMjxT+HGxEVkh6SO+NjaaTfz34ZCNjUWcl1MOj+ecS2AdDGclpZGYuLAnl+jxZ49e7j99tv5+9//zle+8pVxeY7zwWAwkJGRwapVq3j55ZcHXOfRRx/lnXfeoba2tt9yHx8ffv3rX/Pwww9fgD29ePhSEqaioiKCg4OHDModCC6Xi+LiYsxmM7m5uf18jCwWCwcOHOD6668/Z7vxFndDb7m4uLh41NqaGm03m74o5YPCCmync7R8VQpmRwUyJzaI7NTEQcXQ3qKuvp6Pj5TQblORV9WOTn/Go0gukzEjOYr505OYPyORqQmRA1Z8RgJRFOnWW3sJVHMXbR1GdF1mOrpM6LpMdPVYBqxKjRX8fNXExwQTHx1MfEzI6dtg4qNDhp2v54HJamfXF6fYeqCUpo4zPjcLZyZxz6q5TEscOvyzy2Tlj7sOs/t4b1siOjiAxzZcxYK0gU8Moijy6heFvHToGCIwJzGOZ9dcM6DHkiCK/P6Lz3mttLe8f9+sbO5ISaW5uZmOjg5kMpmkDetQinzz8AfoHTamh0TyyuJ1hPuc2/IURJHflX/Mfxt641u+lXYl90we2GUc4MP2fF6s3YlTdBGrCeVn024l1X/oqaZjPXm807oZk7u3IhrpiOCm2I3MivXeXVkUBZpt5dRYC6i15NPlbO53vxwFkepkItWTCFbFEKKKIUQZQ4gqGiWafkMILperny/WQJYggiBw8uRJ9Ho9ubm5/XSAbtGF0aXD4Oo4/aelx9lOj7ONTmcjLvHcnDulTE2UOoUEn5kk+mYQp5mKcpC22tDvg0iTrYkCQxHHevLodJ4ZDPETfZkfPo+FofNJ9B0eEXGLAp93lrG16TAnrGcu8mJlwawLm8P1SXPx8xnZBJzV5cAuuAlR+6LX6ykoKBhXsrRv3z5uvfVWXnrpJe68885xOT+cD06nk3Xr1lFZWcmxY8cGHYh6+OGH2bNnDydOnOi3PDw8nB/+8If8+Mc/vhC7e9FwWRCm3vRx719GaWkpGo2GKVOmeL2NZzJKo9FIwtS+sNvt7Nu3j+uuu066WhoPcbfRZifwLHG2J5Jj6tSpY/ajNljt7Cg4xaYvTtDcfeZEPCksgNzoQGaG+ZAQEyWd8LzJuBNFkcrKSmmSMSQkBEEQKavX8mlxDUdONlDX1v/KO9jfh3nTE8mZEs/stFjiI8ZWi9EXbrdAZ4+Zjk4T2k4j5aeqsdgchIVF4XQJ2B1uHE4XNrsLh9OFKIJGrUCtUqJRK1Grlb2TeqILu92K3WZFJrpIjAsjfUoik5PjRxVn44Hd6aKwsoVPCqrYX1SD7bTeyUelYPXC6WxcnEFSdMiQjyGKItsLTvHC7iMYrHbkMhm3LMjgm8vn4qcZ+LM0Oxw8tftT9lTUAHBr1kz+b+lCVAMQZ6fg5okD+3m/srcF9sP5V3BX5mzJ6C8tLY3g4GA6Ojo41lzH7zpOYRUF0v1DefnKNUQFnbv/TsHNU6W72NVahgz40fRruCUpe9DX91rjx7zd3BsMPD90Go+kbSRQOfhJ1Oq28t/Wd6X2W5gslOk901g9Y5XXE7UOwcpJ06cUGXbR7Txj8ipDTrxPOpN8ZxGnSSdak4pKfv5KqiiKGPvonkwmE8HBwZI+zN/fH0EQKCkpkXIBh2PIK4gC3c4W2u01aB01aO21aB21OMX+mkCFTEWsZiqJpwlUjCYNhWx4U2uiKFKuP8WHNbtpUDVik5250J3km8Ti0CuZE5KDxov3pS/qLVq2tx1lj7YQ+2kheojgw2JFGtdEZhEXFTOsGBIPPGQpNTV1RN0Ib3DgwAFuuukm/vCHP3DvvfdeFLLkcrm47bbbyMvL49NPPx3SP/CJJ57gb3/7Gy0tZ8yGBUFApVLx0ksv8c1vfvNC7PJFw5eSMJWVlSGTyUhPHzj+4Wz0FXcPlj7vcrnYu3cvy5cvR6VSSWaUgtA7xj8WZKnDZGbdq2+zJHUSd82dTXpUBNXV1TQ2Ng4ayTFaCIJIQV0L2/LK2XeyBudpg0SNUkFOYgSZ4X4k+MqICA+T9DwDkQK3201paSkmk4ns7OxBBdPtXUaOljdy5GQj+aeasNj7m5KGBfkxOzWWWamxZKXGkhIbNmYVKA9GIkQfDGeLxoOCgiSS6a3TOoBOb+bzE/UcLm0gv6JJIkkAUUFqrs1O5qurFuHve/6TTUFtCy/sPsLJ5l5B/tSYcB7bsITp8YNXo6p1XTzy/h7quntQyuX8ZPmV3DBr+oDr2lwuHvnkI/Y31KOQyfjF4qWsn5o+YC5ccWcb3ziwDaPTwYyAMB6OSMOmN+Lv7y+9T4GBgQiI/Pz4B+xuK0chk/OLzFWsiB34+QVR4KXanexo7yU+dyYs4ysJVw2pN6qz1PFq42vonDpkyFigmEdCexxzc+d6NWHW7WylyPAhJ437cZxuFallvqT6zyXFN4dJvrPxUYzOeBXOxGt0dHTQ1dWFj4+PdOybO3fumKQXiKJAt7ONVvspGqylNNpKz2khqmQ+pPhlk+o3lxS/HDTy8w9A2O128vPzCQwMZNqMaZwyV/BFz1GKjSXSxJ2P3If5IXNZHHYl8T7Dm0IzOC283/YF29q+wOjq/QwC0ZDjjGOubBLxETHnjSGRHstgID8/n8mTJ3ttQDxcHDlyhI0bN/LMM8/wrW9966KRpdtvv52jR4+yf/9+kpOTh1x/y5Yt3HzzzbS0tEgxMEVFRWRnZ3P48GEWLlx4Afb64uFLSZgqKipwOp1epT2fLe4eDKIosnv3bpYuXYpGo5H0SjKZbMS6n7Ox5XgZT+/5TPr/jLAgrooI5vali0c9NuwN9BYbu4or2ZZXRo32zAE02FfDgpRoMsJ9CZU5+5GCgIAAKUBXJpN5nasHvaL00tp2jpU3UlzVSlm9ViJsHgT4qklPimRKQiRTEyKYmhhBfETwiEnU2fEhY/XZQe8Jw1Mp8MTZeEimJ87GA7cgUNGoO02S6qlo0vV7rMgQf3LTYoj3c3BV7gyv2ss17V28uOcLDp7qtRfwVSu5b9kcbluYOaSJ6Y6TFfxyzwFsLhdRAf78Zs01ZMUPPGFqdNj5zke7yG9rRaNQ8Purr2PppGQpF27WrFmS7q+0q517Pn0Pk8tBbkQcL1+5Fn+VWjIV9TgfKxQK3le0st/ciFIm57dZ67kqamAvI5fg5vfV77FPdxwZMr6TsprVMXMHfW2iKPKRbi/vt+9AQCBMFcrVwlJUHcpz2u4DocVWwdGezdRaC6Vloao4soJWMCNgCWr5yNpC3sBut1NQUNBPkuDJJgsPDx+zrExRFOlxtdJoPUGjrZRG6wmswpmqsxwFib4ZpPnNY7LfHAKU51bjPGTJ413W97tucpn4vOcLDnQdosNxZqo21W8yV4cvIyto1rBiWmxuBx9q89nc8jkdjl5rggC5D0vV05huCkXmFPtNJ55NMj1kKSUl5bwEYqTIy8tj3bp1PPXUU3z3u9+9KGTJ7XZz++2388UXXwxJljZs2MC9997L2rVrMZvNpKSk8PWvf51nn30WgK9+9ascO3aMsrKyMT1eXoq4LAiTx7jSW1RXV2M2m4c06PKIuz0htd54Nn300UdcccUV+Pj4jJte6ZRWxz+/KGRPRY3kjZsWEcZXsjNYOT0NXy9aY6OFKIqcbO7gw+JK9pRU020+MxETFxrIguRo0kN98Hdb8fHxwensJVHe2j4MBrvTRVm9luLqVo5Xt1Ja247Vfm6OoK9GxZT4cKYkRpASE0ZCZDAJkcFEBPsPSaS6urooLi4mKSmJyZMnj+tBzBNn46k+mewCdpkPWrNAdZuek3XaftU1mQymJ0WxMGMSizIm4SdzUFZW1q9aMxi0BjN/+ySPHQWnEMTeMOYNc9K5d1ku4QGDVwbsLhe/3XeYzcfLAFgwKYFfrrqasAH0SgA6i4UHdn9AeaeOAJWaP1+3ktyY2AFz4Sr0Ou7avxW9w8aciDheXrwOP+W53123282vjn/IVu1JZMBXFZO5OmrKOTl30Cs2/n+n3uHz7t4q1CNpN7AsInPQ1yeIAv9tfZfPug4CkBOUTY5hNtYeK7m5uUNOmNrcZg52v0mJca+0LMU3h+yglST5Zo566ux8cLlcFBYVImBj9qzZqJQ+GPRmiWhaLJZ+pGCo1zJciKJAu6OGKvNRqi3HztJnyYj3SWdGwBKm+i9ELffFZrP1m4Yc7HcliAKnzBUc7DpEkeE4wukjXKQ6kmsirmZByLxB7QkGglNwsV9XytvNn9Fs6/UyC1b6sS5iLrlCAobOHgwGA4GBgVKLUzxtc5GcnDxuZKmoqIjVq1fz2GOP8cgjj1wUsgS9dgDf+c53mDNnzjkT4++99570b5lMxh/+8AdJ0L13715uueUWJk2ahN1up7u7m+3btzNnzpwLuPcXB19KwlRXV0dXVxc5OTkD3j+UuHsofPzxx+Tk5ODv7z9u4m5PBcSl8SXfbGdrySksp6Nhgnw0bMxI55asmcQFj3/FCcDlFjhW08SHxVV8WlYrxaQARAf5MSVITU5CGDG+ClRKpVRRGc3EXd/nrm7ppLJRR0VTBxWNOqpburA7z411ANColMRHBpEQGUx8RDAJkUFEBPsTHuSPYDfRWFfF9PT0cRsbNlrsaLtNtHUZaezQU9fWTX1bN3VtXZhtAxA/tZI56QlcmZnM/OlJhAX1kpv6+nqqq6uZPXv2kG3Y+o4e3jxUzM6iCqkyt2xGCt+6dh5JESFD7mtlRyeP7fyEKl0XMuAbC3O5f0EOikE+syajgft3bafRYCDMx5dXVq5hWlj4OblwAHXGbu7ct4VOu4VZYdG8etUG/AfJhftr1SFeqe7NkHty5gqWBE2STEU9OXceUvC31r3s0uajlin56bRbmR86uHmlW3TzetO/OarPQ4aMW2JuJKQ5GKvFOqQOSBRFKsyfs7/rn1jcvdWLGQFLmReykVDV2ERkuEU73Y5ijM5qnIIBp2jEKRhxCgZcohGH24DN2YMot4Cs/+Fbhgql3B8lgeDyxW1X47T6oCGOML8pRIfMJDI4FfkoXLPPRpejmSrLMaotx2izV0rLlTINk33mIGuIIsk/k5kzBidLZ0Pv1PNp1wE+7TqAxd07FBKgCGBp+FUsCVtMgNK7NAXo/az36Up4s/FTWu29ovNQVQBfS7yaq0My0Ol00p8gCAQFBZGamupV6264KC0tZdWqVTz88MP89Kc/vWhkCaCysvIc8bYHGzZskP793nvvkZmZSWrqGeNYz1S4UqlkwYIFY6LN/F/Al5IwNTU10drayty555bqzyfuHggecfeRI0dwOBxER0cTFRU1ag+js6HT6SgpKelXATHa7GwtKee/RSdoMfSOhMuAq1IncVt2BvOThnauHUtYHU4OlNfzyYkaDlc0YHedCfaMCPRjfkoMU0P9CJc7UMqQyNNYOh673AKN2h4qGnVUNumo13bT1KGnrdOIWxj6qy6XQUigH+FBfoQF+RIW6IdGpUCt7BVzq5QK1EoFatWZW1EEp8uN1eHCYnOcubU7sdidWO1O9GYb7V0mzLZzp5E8UMhlxEcEMzUxgilxIUQHKNAIVqzW/pWCxsZGWlpayM7OHtQk7nhDG28cKObAqTrJymD2pBgeum4+mUlDm7UKosjbhaU8/9kXONxuwvx8eXrlMq5IHnyYoKKrk29+uIMOi4WEwEBeWbmWhIDAc3LhAJrNBu7ct5k2q4lpwRH8a+lGgtUDH2x3tpzk5yUfAPDo9OXcktT/Aqev39Nu03E+U/dGqDySuJ6r47MH/d47BSd/b/wnx40lyJHztbg7UNUpcTqdZGdnD9oyNrh0fKL7m9R+C1XFcU34N0jwnTHke3o+iKIbg6uSTvsxOu15dDuOIzD4d2XUEJSohGgCVJMI8U0jVDODEPUs1PLRmw4aXZ2UmQ5w0rSfbucZYXCgIoIZgUuYFXgtAcqhLS76wua2c7jncz7W7aPr9ISdSqZiafhVXBdx7bACgV2Cm090x3mzaT/t9h6+nric2xJ6jYZNJhPHjh0jMjIShUKBTqfD6XQO2bobLsrKyli5ciUPPPAATz311EUlSxMYGS4LwuRyuaRJNG/Q2tpKfX09CxYs6Le8u7ubgoICYmNjBxV3n42+4m6PQ63nClihUBAV1TtJFhISMqqKSkNDA5WVlYO2YNyCwMHaBt4uPMGR+jNjtokhQdyQOZ11GdMGbaWMJURRpLa2lsqaWhyBkeQ1dHDgVANm+5kTgEapYFZiFNMjA0nwEQmQi4SHhw9r4m64cLndtHYaaerQ06wz9N526Gnp6KbbaMXscA/pkzRWCPb3ISYskLjwQJJjw0iOCSU5JpSEyGBUA3geWSwWqW3X09ODTCYjMTGR+Ph4/P39pYOuyy1w6FQ9/z50nOMNbdL2V6Un89UrZzN70vld7TtMZp7cvZ/Ddb3fn6smJ/HE9UuH/N4Utrfx7d0fYHA4mBIaxisr1xCm8TknFw6gx2Hjq59sosbYzeTAUF5besOA1gEAJT0tfOPY2zgEN19Pmc9DUwd30P+s8wTPVLwDwDr1LNL1oSgHqWYKosBL9X/lhOkkSpmSe+LuwlXlRCaTkZWVNWjLWOdoYHPb01jcehQomRuykbkhG1DKRvZdtbs70doP0mnPo9Oeh1M09LtfI48kVD0LtTwUlTwQlTwQmduX+hotvupQpqVloVYEoZIHnn5dTgTRhYADl2DGIfTgFPQ4BD02dztmdwNmVz1mVxMi51YzAfwVkwjTZBGqnk2oeja+ipEnIVgsFj4r+QBjWA1aVRkOsbdKJEfBVP+FZAevJkYzcNTNQHCLbgr0RezRfUyjrde53kfuw9XhS7km4mp8Fd4f21yCm70dRVwVkYGfQoPJZCI/P5+EhASpitI3606n053Tuhvu1F1FRQUrV67ka1/7Gr/61a8ue63P5YovJWHSarVUVFT0y31ramqirKzsvOLuvjg75qTvj0AQBIk8abVaRFGUDuBhYWFeV1QEQZDaGp5R/POhtrOb/xadYMfJCsyO3oOjUi5nWVoyt2TNJDchdlyubgRBoKysjK6uLrKysqQWjMPl5lhNMwfL6zlc0UCb3tRvu4SwQGZEh5DgKyfWR0Z8VMSQE3djgbOn9tQaH3pMVjoNFroMFjoNFnqMVhwud++fs/fWKf3bhcPpBhmolQp81Sp8NSr8fFT4adT4apS9tz4qAn01RIUGEB0agO8gI/tDwZO1Z7PZiI+Pp7u7m87Ozl4i4htIfpuBPSfq6DD2npRUCjmrsqZy+6JZJEeefxxeFEU+OlXNrz8+RI/Nhkap4AdLFnLz7BlDfk8+a6znB3s/wuZ2kRUVw4vXr8JPLj8nFw7A7nZx72fvUaBrJcY3gP9cfTMxfgO3VTpsJr565HV0djNXRaby++yNyAfZjxpzGw+X/A2H6GJ9zHweTFnVL+fO42PkEUN/wTF2d+5BLVPzjfh7MZYbpGnIwX6TbfYqtrY9g00wEaGexOrIhwlTjywlwOpuo9b0Jo2W7f2Ii0LmR7g6h3DNXMI1c/FX9E8usNlsFBQUEBgYKLmijwSi6MbqbsXsasDkqqfbWkGPoxSHvOWcdX3kUURo5hHts5RwTS5ymXf6IavVSl5eHhEREaSnp+MWnVRbjlFs/IhmW5m0XpxmGjnBq0n1m+u1SaYoipSaTvB++wc0nY5j8VP4cV3EcpaGLxm2JYHZbCYvL4/4+HjS0gYPRbbb7VLbrrOzE5VKJX2nzte6q6mpYcWKFdx0000899xzE2TpfxhfSsLU1dVFSUkJS5YskXK3mpubycrK8no0fzjO3X0DXbVaLQ6Hg4iICKKiooiIiBj0qrbviTI7O3vYwk2Lw8lHp6rZUlJGSeuZoMnJ4aFszExn1fQpY1Z18kSyOJ1OsrKyBiU6oihSq+3mUGUDhysaKa5vw92nnSoDksICmRziS7yvnIyECJLj46Qx/LEgek6nk6KiIkRRJCsry+upvYsBh8NBYWEhCoVCqoC0603sLalid1EFp9rPTCsGaJSszJzMnUvmEB3inYZNazTzq48Psr+6DoBpkeE8s3o5kwdw7e6LHVUV/OzTfbhEgcUJSTx3zXXI3cI5uXDQ2+b7wZEP+aipikCVmn8vu4kpwQP/zlyCwP3H3uJ4TwupARH8c/4d+CsH/nxcgpvvlbxCtaWNuSFTeDL99nPyv/r6GBV0FvKJ36cArFatIKQjmKCgIDIyMgY9iTVZT7Kt/Tc4RCsxmilsjP4JPgrv9TMeWFyt1JjfoNnyASKng69V04nUXEG4Zi7BqunIB/E18gR8h4aGMmPG0CR2pHC4u9FaCmg1fIHeVYpL1QiyM79LpcyfSM0ion2WEKGZj3KQ6T+LxSIlKXgc3Pui3V5DoWEnp0yHEOg9ZgcpI5kbvIGZgcu89nYSRIEiQzHbtTtps/dWVAMVgayPXsvC0PleTdX1JUupqd47hHs6CZ7q01Ctu/r6elasWMHq1av585//PEGW/sdxWRAmt9uNyzWw0Hcg6PV68vPzueqqq0Yk7u5bWRquv5Kn1OshT55pFk87ynPytlqtFBUVodFoyMzMHHWb6pS2k3eLT7CzrBLraVG0Ui5nSeokNmSms3BSwqCC3vPBarVSWFg47EgWAJPNztHqZvJqmimobaW2o7/fi1wGsYG+xPqrSAkLIHtyAtlTkgkNCRnRicOzr35+fmRmZo5bWvxYwGq1UlBQgJ9/APLQKPJqWjhS1cjxhnZpHZkM5qTEc016ImnBaro7ew/gHmfowVqcgiiyqfgkLxw4isnhQCmXc+/8bO6dnz2gEWVf/Lv0OL8+cgiA1alT+H9LluGy9+bChYSEMGNG/1zA3xQf4LWKIlRyOX9bvJ55UYOL6v9Rc4QXKw8QoNTw7wV3kug/OHH7d+M+/t20nyClH3+d/W1C1YMTmQ6Hjl9VPYtVsJKlmE1aSwqCIBAQEDBoHmCzrZwtbf8Pl+ggwWcm66N/NGybAKu7nWrjP2i27kI8TRDC1NmkBtxDmHpwnZUHHgLiqdZcKN2Lw2WisfMwrZZPMSnzQWmU7pOjIVIzn3i/NURqFiA7XR2yWCzk5eURHR193rQBk6ub48aPOG74CKvQ+9jBymiuCL2Vaf5XeD1lKIgCx/T5fKDdSYej13oj0SeRW2JvJM1/8Jaf2WwmPz+f2NhY0tLSRvy+nt26q62t5be//S3Lly/nyiuv5Mc//jHXXHMNf/3rXyfI0mWALyVhMplMHD58GD8/vxGJu8cy5uRsY8OQkBCCgoIkY7Bp06aN6Q/NaLezq6yKbaWnONl+xvMkKsCftTOnsmbGVJLDQrx+PL1eT1FREVFRUWOyr50mCwW1LRTUtpJf20L96VDgvlArZCQE+jItNoxZyfFkpCSQEhk6oAaoLwwGA4WFhdL7eqmKLkVR5GR9M9sO5tFodnGqw4D5LPuE2ZNiuDYjlWUzU4gI9O+3rYeQe5yhPZNkkZGR+Pr6UtbewW8+OURxSy/xyoyN4ufXXsWUyKGrq6Io8mLBMV4uzAfgjpmZPLpgEWaTiYKCggHf1211ZfzkWO/o/e/mX8+qpMEn1yoMWu488gYuUeAXmatYHTe4T1qVuZXvlbyCWxT48ZSbWDqEfYAoivyu5g/UWGuZpEliXssc4mPiSElJkawddDqdpHuKjIwkKCSAf7f+EL2rnWTfbNZG/d+wo0GMzhryuh7GLvSOtIer55AacDdhmiyvtvec1L0hIOMJQXDT0nOMJtMe9BxFVJ2JN9HIokkK2ECYeDUlhTXExMQwZcoUr/fVJTgoMe7laM9WLELv1GGEehKLQm8jxXfovL/+j+Nif9dnfKDdhU3odSmfGzyHG2M2EKzqL2b3ELvh7qs30Ol0vPXWW2zbto0jR47g6+vL1772NdatW8eyZcu+NNNklyu+lISpra2NoqIikpKSRiTuhrFx7j4bNpuNqqoqWlt7IxU8BpBRUVHDcoX2Fqe0nbx/opydJ6vosZ2JQpgeHcHK9Clcn55KVMDgz6vVaiktLZWiA8bjgK4zmjnRqKW0ScvJZi0nmzvOcf8GUMhkxIUEMCU2gtToMCZHh5ESGUpcaCAalVKK5PA4914qZEkURbrMVuo7eqjT9VDa2M6RykY6Tf1T64N8NcyZHM/cyfEsmpZEdLB3baG+k2QN2g726ox8ru1CBPxUKr5z5TxuyZpx3uqiWxB45vOD/Lesdwz5O7lz+WZWLnq9nsLCQiZNmkRKSkq/97W0q52v7tuMQ3Dz4Iy5PDRzwWAPj1Nw87Ujb1Bh7GBJVBq/z9ow6GckiiLfLXmFSnMLV4bN4KdTbxny8zxuKOEvDa+gkqlY0XkN0+KnneOz1Vdz2NHRQWPgIbQhhfgSzJ1xv8NfM7wJMr3zFHmd38cp6glQTmZm8I8IVQ9O6s6G0WikoKBg2O2i8YYoiuhMpdTqt9Mt29drbQAgKvB15JAR83XCNLOHvb8OwUahYSd5Pdskp/Q4TTpXh99DpCbZ68cxuIxsb9/Boe7PERHxkfvw87SfEKbunczzVOyioqLGjYRqtVpWrVpFRkYGX//619m5cyfbt29Hp9Nx7bXX8vTTT5OZ6f13YSgYjUbefPNNduzYwZIlS/jhD3845PqVlZU89NBD5yz/4x//6HXyxZcZlwVhEgQBp3PgyY+z0dTUxMmTJxEEgWuuucar9tFQ4u6xgme6rK6ujszMTClnS6vV0tnZKUVFREVFjSgXaSg4XG4+raln+4lTfF7XhMtDCoG5SXGsTJ/C8ikp/TLsGhoaqKqqYubMmZJF/oWAWxCo7+iRCFRVWxfV7V1YHAN//jIZhPn5EKSEybFRTE2IISEsiPiwIKKDAwj204y4FTkcOFxumroM1Hd0U6/TU6/rkf5MA9gNqBRysibFMjc1nnmpCUyNDR/xfjpcbt4qLOFvnxdgPv07yQ4NZMOkGKYlxBMZGTnkFKfT7eYnn37ChzVVyICfXrGY22ZkSCR0ypQp52QY6mwWbtn7X9qsJpbFpvDCotWDCrcB/lZ9mJerDhGs8uXdRXcTrhmcqOd1V/Kz8n/jI1fzz+zvDdmKE0WRZ6qfpcnWRLplKuuj1p7XkFBnb+DfLY8i4mZq91o0XbHnVOmGQrejlPyu/8MlmghWTSc37DnU8qAht+kLg8FAQUGBZB9yqcIt2qnp3E6N4V1E3zOTuWpXMknqu0gOv3rYRrVWt5E8/TYKDbtwi05kyMkOWsnC0FuG1Q6ttzbwdss7BCuDeGDSN3of+7QYfTzJUmdnJ6tXr2bq1Km89dZbUudCFEVKSkrYvn07X/nKV8bkc62qquKqq65i7dq1fPHFF2RkZPDvf/97yG3y8vKYO3cumzZt6ncRvnDhwkFtSiZwBl8awtRX3D1r1izy8/NZtmzZeb01hiPuHik8SePd3d39pss8cLlc6HQ6tFotOp0OtVotkaex9nrqsljZW1HDzrJKqWUDvXqneUnxLJ+SQiIuzF2dXk/tjTdEUURrMFOj7aKsoY3y5nZqtd20mWw43EN/vWUyCPL1IcTPhxB/H0L9fAj29yHUz5cAHzVKhRylXI5CLj/zb4UcpVyGQi7H7nRhtjsx2x2YbA7Mdof0f88yvcVGu96MMMhPTSaD2JBAogJ8CJa5uDZnJotnTcNHNTpzQbcgsKeihpcOHaOxp3dsfUZ0JD9cdgWZMZH9JslEUZQGEfr6YlmcTh7eu5vDzY0o5XJ+vXQ5KyanSblwM2fOJCam//i5SxC459Ot5OlaSAkM4b/LbyVgEGNKgC67mXUH/obV7eSXs9YMmhHnwQ9L/0GJsZ6NsQv5ZvKKIdct1BfxSuOrKAUlD4V8i6lJQwdui6LIu61P0mwvI9VvDuuif9SvStfd3Y2/v/+Z1t1ZkTZ6ZzlHO7+DW7QSqppFbtjvUMq9rw739PRQWFg4rrEcYwXPOH58fDwRSU4azVtpte2RPKRk5kmE2DYQH3IFkZGRw/IxMro6+bTrNSrNRwAIUISxNPxu0vzmeX28E0QBu2DHV+ErkaXBxOhjge7ubtauXUtiYiLvvvvuuA+TmM1mBEEgMDCQFStWEBER4TVh6u7uviSO3f9rGDu710sYHudui8XCggULpGmr803WXQiy5HA4KC4uRhAE5s2bN+BBRalUEhMTQ0xMDG63m66uLrRarZTP5iFPY+GeHebnyy1ZM7klaybNegMfllexq6yK6s5uDtc1criuERmQHRdNe3ATy6aohmzbXQjIZDKigwOIDg5g4ZReSwhPgntDmxazqKCpU49JkGFyy+myOWnVm+kyWRHF3ow8vcVGve48TzRK+GlUJEeEkBQRwiTpL5j4sCCaG+ppamoaExIqiCJ7TlXzypECajp7RfQR/n48dOU81sycKlV6+sZBeKY4KyoqsNvthIeHowkO5qnifEp1HfgqlfzxmutZlJAk5cINFhn0ctkx8nQt+ClVvHDF6iHJEsA/ar7A6nYyPSia62OGbgucNDZQYqxHKVNwQ+z5gz63tewAYKH//POSJQC9S0uzvQw5CpaF3wOAr68vSUlJJCUl9cu5KygoQKFQSO9jWFgYNabXcYtWwtS55IT+ZtBpsoHgCfkeqGJ3qcFoNJKfn09iYqLU3gxRT2eq+wFqzG/QaH4Pwb+ebv/nMdl2UZZ3FUHKGV77GAUqw1kT9QPqLEV80vkqelc7O7S/J8U3m6vD7yNINXhQtAdymRxfxZloloiIiHEjS3q9ng0bNhAdHc0777xzQSZvRyPTeOCBB3C5XEyfPp0HH3yQuLjhBR1/WXFZEKahfgB9nbsXLFgglUiVSuWQuiePXmk8yZLZbKawsJDAwEAyMjK8mtjqe4AWBIGenh60Wi0nTpzA7XaPqXt2fHAQ987P4d75OZxqa+c/B49Q1KmnwWSloKWdgpZ2fv3JIaZHR7A4JYmrUicxPTpyyNbLhYDL5aKkpASbzca1Sxbj4+ODw+GQqnSdnZ34+MQQHhGBT2AwboWKHoudHrOVHouNbrONHrMVi8OJyy30/glnbt2CgFsQcbkFNCoFARo1/j5q/DVq/DWq07eeZSqCfDXEhQYSHuB3zvdIEATKy8vp7Oxkzpw5BAQMf2RdeixRZG9FDX/9PF8iSoEaNV/NncUduZn4D3IQl8lkhISEEBISwpQpUzCbzZQ1NvLDg/tptdvwVyj4RfZcskLDqa6upqGhgZycnAGJXXFnG38tOwbAEznLmBw0tKtzq1XPpsYiAL4z5arz/s42NfdO510dMYvI8+iKTjSeoN3djhw56yetHXJdD5psvRqtaE0agcpzyaBKpSI2NpbY2Nh+uqeTJ0/iFA04pxwEGUzx+/awyFJnZyfFxcVMmzbtnFyvSw19yVLfuAwAjSKM6UHfI8X/dqpNr9Fk2Y7TpwImVyCIV9DTuZba2lrUarV0HBvqQi/ZL4uv+fyeo/otHOvZRq21kDeaH+GaiG8wLWDReffVZrORl5dHWFjYuE0ZGo1GbrzxRoKDg9myZcuoHcHHG1dccQVXX301/v7+vPnmm6Snp3P48GEyMjIu9q5d8rgsWnKiKOJwnKsD6erqorCwcEDn7v379zN79mxCQ/uPLXsm4TzVp/EQd0PvAfL48eMkJCSMaqzVg4G8nvq6Z48m9NaTXxcSEsLMmTNpMZj4pLKWvZU1/fydAML9fLkyJYkrJyexYFICAZoL63Fkt9spLCxEqVQye/bsAacf3W43nZ2dksBXLpePaZXOW7jdbkpKSrBYLOTk5Ix4gsbqdPJheTVv5h+n+iyi9JWcDAKHeQCv0/dw/67ttJpMRPn58YvsufharHR1dSGTyYiLiyMhIeGcMXyLy8mNe96m3tTD6sSp/HbB9ed9rqdLd/Ne83HmhCXx8pyhxdt2t5Objv0ap+jipVkPMtl/cCfqhoYGPmnczxfBx0j2TebR1P/z6rXv0v6JcvNB5ofcwBWht3m1DZzOmOt6i1rHi8jtccirvklISIj0+xtK99TR0UFJSQnTp08/b5Dy2RBEO053FS53Ay6hEae7EbfQAqhQyEOQy0KQy0NRyHr/3bssFKUiEbls+B5sHrLkEfmfDxZXK9Wmf9Fs3QkIKGUBTA98BI01W2pzut1uyQbj7EDlvuhyNPOR7i+02iuA3gy/ZeF3D6pt8lSWQkNDmT59+rhd9N54443I5XI++OCDcRnO8QbetuQsFgs+Pj7SMU4URRYvXkxgYCC7du26ELv6P43LosI0EM7n3K1QKM5pyV0Icbdn306dOsX06dPHrBR6dpXAM1peV1fHiRMn+pGn4ZSLu7q6KC4ulq4mZTIZCSFBfG3ubL42dzY6s4VDtQ18VtPAkbomOi1Wtp04xbYTp1DIZMyIiWT+pATmJ8UzKzYa9XlG/0cDT8XOk4o+2OfXN7LGUyXo6OiQqnR9TUXHy6fJ6XRSWFiITCZj7ty5I/LZatYbeLfoJO+VlqO32QEIOE2Ubs/O6CfS9xYndB08+OEOumw2koODeWXFWmL8/Tlx4gQ+Pj5MmjSJnp4e8vLyUKlU/aoEfyo9Qr2ph2hff36Ws+S8z2VxOfiwrdf5+YG0Rec9oZUa63GKLiLUQaT4DTxoIIoidXV11NXV4TfZD4yQ4ONdxUYURRpPV5gSfIZ3tS2TyegS9wEwNfImoqMXSYSgoqJiUN1Te3s7paWlZGRkDHt4wuEqo91wH25Re/6Vz95f/PDXrCRAcxMaZa5XZMJgMJCfn09ycrJXZAnATxlLZshPSPK/gRP6ZzE4yykxPEmi33rS079Henq6ZCxaX1/PiRMnCAkJkchTXwISpo7nltinONKziaM9Wzhp2k+LrZyVUd87J2bFbrdLvmDjRZasViu33norgiBcVLI0HHgyHT2QyWSsWrWK559//iLt0f8WLjvC1FfcnZOTM6hz99ktubH2Vxps3yorK6Xw1LAw70MohwOZTEZgYCCBgYGkpqZisVjQarU0NzdTVlYmXfmeL3qkpaWFsrKyIYldhL8f6zPSWZ+RjtPtpqCplQO1DRyoaaChW09Jq5aSVi1/P1KAj1JJdnwM85LiyU2MJT0q4rwmid6ip6eHoqIiKeLA289PLpcTHh5OeHg406ZNw2AwoNVqqaqqorS0dEBT0dHCE3MxEvNMtyBwrKGFt4tK+ay6Hk95OD44kFtmz2RjZvqIiBLA0ZZmHtqzC7PTyYzwCP6yYjUhag3FxcXYbDZJY5eUlNQvfqS0tJQmh4V/91QB8ET20kEDdftiv7YSm9tJol8IWSHnJzUFPdUA5AQPPGYviiJVVVW0tLQwZ84c3uj6DwDxPt5VbczubszubmTIidMM7hc1ENyiHb3zJADRPkvxVZxf96RQKGhsbGTWrFlERp5fk9MXdlcp7YavI4h65LIgVIrJKOVJKBWJKOXxgAu30IMg9uAWuxE8/xZ6EMROBNGAyb4Zk30zSnkyAT43EqDegHKQ/Di9Xk9BQcGIxejBqmksCP8rVaZ/UGN6nUbLNrodpWSFPk1Q0CSCgoJITU3FZrNJRLOyshI/Pz+JaAYHByOXKbgi9FaSfDL5sOMFelxtvNP6OLfGPk20pnfyzEOWgoODx80Z3Wazcfvtt2M2m/noo4/OGdT5X0JXV9clnXZwKeGyIExSAOkA4u7B0LfCdCHE3S6Xi9LSUsxmM3Pnzr2gVyN+fn4kJyeTnJwsHZA8At/AwMBzvJ5EUaSmpoaGhoZhxcWoFIreatKkBB5ZegUtBiNH65s52tD712mx8nl9E5+fDgfWKBXMiI4kKz6G7PgYsuJiRnSy9/hBjVYsK5PJCA4OJjg4WNLyaLVaqVrpbYtlKJhOmzx6nJu9qWI63W7yGlv4pKqO/VV16MwW6b6FkxK4LTuDRSmJo7JH2FtXww8/2YNTEJgbG8cL165EI5NRUFAAwJw5c/pVweRyOREREZKQ9q59mxGAbJ8Q3OW1FGr10oluME3Hrtbe6tKqWO9OascNdQBkh5zr4CyKIuXl5eh0OubMmYO/vz9d7b0GixHqc7VIA8GTZyYieh3RIW2LGqXMH5doxiWYoQ8HHkj3VFtbS3d3N3K5nNbWVinvzptKo91ZRJvxHkTRiEaZRVTgqyiGYVsgiiJ2Vz4m+2bM9p24hDp6LL+nx/IHfFVXEeb/BCrFGTd2D1nyeJiNFHKZkqmB3yBMncXxnl9gclXzhe4B5oQ9R7C6dzLSx8eHxMREEhMTcblckrGoJ5/Qk98WEz6Vr8b/lt26lxBFgUh1MtA7RJOfn09QUBAzZ84ct0Gdr33ta+h0Ovbs2XNJj+OXl5fz8MMPSz5L77zzDldddZU02VpaWsqrr77KXXfddZH39H8DlwVhgjN5S2eLuweDhzBdCHG3zWajqKgIpVLJvHnzRh1zMhr0PSB5hNDt7e3U1NTg6+tLZGQkJpMJo9HI3LlzRyVCjgsKZENmOhsy03tJWGc3X5wmT8XN7fTYbBQ2t1HY3MY/6fV9mhoZTlZ8DDNjosiIiWRSWMiQInLPxFZGRgZRUVEj3teB4O/vT0pKCikpKdhsNknzVFFRQUBAQD+i6c33xjMy7vHXGWobq9PJ4bpGPqms5bOaBkz2Mxq9QI2aVdOncFt2xrBc2QfDllNlPHnwUwRR5OpJKfx22TXgdpOXn39OLtxA2NNSQ35XGxq5gt9cvY5QlHR0dNDS0kJ5eblkwOrJAwTotJs5oqsDYGXsDK/2s93eA8Ak3/7VGEEQOHHiBAaDgTlz5khk1k/e236wuvubgA4GtdzTrhCxC1Z8FN5f1MhkMvyUiRic5VjcTQSqBvbZkcvlWCwWDAYDOTk5qFSqc9pRQ5Fym7OQduPdiKIZjXIO0UF/Qy4b3m9UJpPho5qDj2oOYf4/w2zfhcm+GbsrD6tzP236E0QF/Q2Ncqb0nfWY044FIjTzWBTxGgXdP0bvPMnRrofIDf0tYZrsfusplUqio6OJjo5GFEV6enro6OiQqr+hoaFkR9xKaGQIcpkch8NBXl6eFFA8Hsdyp9PJ3XffTWNjIx9//PG4dQm8xerVq3G73eTn56NSqVixYgWRkZG88cYbQO8xZ/fu3fT09AAQEBDAkiVL8PPzQ6lUUlJSwte+9jV+9atfXcRX8b+Dy4IwuVwujhw5QnR0tNdX7QqFAqfTKVWZxossGQwGioqKCA8PZ/r06ZdUnpBarSYuLo64uDhcLhft7e1UVlbidDrRaDQ0NzcTHR09Jl5PMpmM1IgwUiPCuD0ns1dr0tVDcUs7RS29pKmhW8+pjk5OdXQCvVqSALWaGTGRZMREkhETRXp0BDGBvSeIqqoqqfU63p4iPj4+/VosnipdbW0tGo3mvL5Y56uCed6PvKZWDtc28nl9I3bXGY1duJ8vS9OSWZaWzLyk+DFrZf6juJDnjvV63Wycms4TVy7BcbplOFAu3NlwCG5+W3wQgHvSc0jw773a9vf3Jzk5GbvdLrVYqqqqpBZLAd0IiMwIihkyL64vBiLOHuG81Wplzpw5/apZQcreNonBZTxnu4GglKnQyP2wCxb0rnZ8FMMzF/RX9BIms6tx0HXq6+upqanp9531tKP6+j0NpnvSW/+CKJpRK6YTHfQqcpnfoM/lDeQyfwJ9biLQ5yYc7mo6jA/jdJfTZrgDP9lvKC1SjylZ8kCjCGdu2B8p6P4xXY4C8rp+QHboL4n0uWLA9WUyGaGhoYSGhjJ16lQpUqq9XUtFRSX+/v44HA4CAgLGrQ3ncrm4//77qaioYN++fQNaalxofO9735PSJzzoK7OYPn06u3btYvr03greqlWruO666ygrK8NsNjN16tSLTvr+l3BZECZP5WY44bkKhYKOjg78/f0JCwsbFyLjOUleanEcA8HpdFJfXy+dJD0Td+Ph9QS9B8CU8FBSwkPZkNnrvdNhMlPY3EZJq5YTbVrK2nWYHA6ppeeBv1pFrK8PUWolc6em4mcwk6bWEOY3sjbZcKFSqSSi2XfirrCwUJq48/jyyOVympqaqKio6OeKbnU6qensoVzbQV5jK3mNLf1abdCrS7o6LYWrp6SQGRs1po7koijy3NEj/LOkCIC7M7P4wbwFUsswJibGKzfk3Y1VtFiMRPj4cd+03HPu12g0JCQkkJCQILVYtFotn7X16n2SRT90Op1Xv0H16TaZU+wlkp4WvNvtPqdlCBCk6m1TGb0kTACxmmnUWQtptpVJmhhv4a/sJRVmV8OA93va3Lm5uQQFndtC88bvKSRyIcj24RSaEEUrjJIw9YVakUps0H/QGr+FzXUEk/BdJk/7MUlxy8bsOfpCKfcnN+x3FHX/nA77IQq6f8LskCeI8b36vNv6+/tLpNyTuSeTydDr9Rw6dKifN9ZYHK/cbjff+ta3KC4uZv/+/WNezR4prrvuuiHvDw4OZsWK/uauSqVyzKJZvmy4LAgTQGBg4DlMeyB4xN1JSb0GfCdPnkQUxX7+RaP9gYmiKF1JjkeraKzhCdDtG556obye+iIywJ/rpqVy3bRejYpLEKjWdXOiTUvp6b+azm7MDidVDidVwOGOPGn7EB8f4kMCiQ0KJDYwgLjgQGKDAogNCiQuKHBcLA4Gm7g7efIkLpcLh0JJY48Bn8hoSivqqDtSRJWui6YeA2f7eagVCmbHRTMnMY4lqclMjQwbnytlQeCpg5+ytaIcgB/MW8A9s7Kl9stAuXADQRRFXqsoBOD2tFn4KoduNfdtsdgsJdADKZoQ6b3q6zQ+UNtaJT9NmASXNGWoUCjIyckZ0DYjUOGpMBnO+554kOAzgzprIRXmz8kOWjWs9z9AmQxAu20fk113SARKFEWqq6tpbm4mNzfXK4HwQLqnjo4OqsomE5WchMavgabO7xEd9Bw+mrE7vsjlgajdv0PX/X0CQo8hap5BbxUI9r13zJ6jLxQyDdmhz3C852nabHsp6nmCHJmKKJ/FXm3vdDopKSkhODhYIgGe96qsrAyn09nPsmAk4mZBEPjud7/LkSNH2Ldv37CtHyZw+eCy8GGC3h/O+QjTQOJuj39Re3s7Wq0Wp9MpEYKRjJULgkBZWRk6nY7s7OwBryQvJbS3t3PixAnS0tLOW3YXRVGaImtvb8dut/cbwR9vbZbNZuNYfj56ARThkdR066nWdVHd2U1jt/4cAnI2/NUqgn18CPLREOSjJsjHhyCNmlA/X0J9fQjx9UGtVKI6HYPiuVXK5agUCpSnibTF4cTkOB2D4nBisjswORzSrdHmoMVgoL6rB7t78O9kmJ8vaRGhZMXFMDcpnszYKDSj8MvyBnaXix/u28sn9bXIZTKeWryUjVPTh8yFGwxHtU18/dOt+CiUfLL664RovK/w3XDg79Rbunll7m3khCZgNBoljZjZbCYsLEwi7Z4WwwNFL1Jn1fKLKbfjruw6r77qi+6j/Kv5DWI00fw87THksvNfCJlcXfyz6bu4RAfrox9lst+5VbPBIIhOjnY+RI+zBH9lMgvDX0Eh86OiooL29nZyc3NHPewhiiJd+oMYXPcjk7lxOYOwdN1PsP9KoqKiRjyM4EFXVxdFRUVMnTYFv5B/Y7D9A4DY4M1olLNG9dhDQRTdlOqfpdm6Az9FPIsj30ImG/rY63Q6ye+jszv7QlcURUwmk9TmNBqNBAcHS98rP79zjWTPhiAI/N///R8fffQR+/btu+TjaiYwvvjSECZvxN2iKEoH7vb2dmw2m0QIvDF/dDqdFBcX43K5yMrKGrER4YWAKIo0NDRQXV09oiqYKIqYzWaJaHpOcp5qy1iPqRqNRgoLCwedLrM6nTR062kxmGg1GGkxGGk1mGjV99722Gxjuj/eQi6TERcUSFygP+FqJYEIhCIwNTqStNPBt6M9yXkLk8PBQ3t2cay1BbVCwW+XXcvy5BRaW1s5efLkgLlwQ+Hbh3awr6WW21IzeTxn6bD2ZdnHL2Bw2Xh30d1MDuivBbFYLJJGTK/XS5Oczxv2UG5pZr2QwZVB6UN6bUGv2Punp57AKli5L/FucoNzvNq3A11vkqffRoQqia/GP4vMC6Llgc2t43PdvdgFHZGaRfi230Wnrovc3NxzPHBGA7urBJ3pRzjdvVYOdtNimmvW4+sTNWjO3fngcRtPT0/v1TW6m2nqWQpAsO9DhPp9d8z2fyC4BCufajfiFI1khfySGN+lg67rdDqlBIeByNJAsNlsUpuzq6uXcHum7gYKnxYEgZ/85Ce899577N+//xxX8wl8+XDZE6aROncPRAiGMn+0WCwUFhbi7+9PRkbGqJy1xxuCIEhXvVlZWWMyFuvxetJqtRgMBoKDg4mOjh4TQuAxz/S2VTTg/jmcaE1mDDY7Bru999ZmR2+z022x0m21obfacAoCTrdbikFxSrdunKe/X/5qFf5q9elbFQEaNQFqNQEaNb5KJT0dWkJUCpbkZJMcEXaOQLuvtUN3d/eIJu6Gi06rhQc//ICTnTr8VSpeuHYl8+LipSnDWbNmDUvEanI6uGLb33CJAjuuv+O8EShnY/knf6bHaeXtK+5iSuDgZN3hcEgVgncNR8lXNTOXJH6QfgMhISHnfa8+0O5ih3YnsZoYfpb2E6+qTDa3iX80fQe7YOH6iO8wI/CqYb22HsdJjnZ+GwEHqq7lXDH5J+NCigXRTo/lTxhsfwcE5LIo5M5v0t2Riq7DcU7O3VCk4myy5HQ30W64E5fQhFKeSEzQfwb1aBpLVBhfocb0GsGqmSwI/+uAn6+HLKnVambPnj0iCYVHe9jR0YFOp5NCbI8fP86GDRsICQnh8ccf5+2332b//v1MnTo8X64JXJ64bAiTy+U6r3P3aGJOPJ48Wq0Wo9FIaGiodJKzWCwUFxcTFxfHlClTLmlxtydnzWq1kp2dPS4H8oEIQXR0dD+vJ2/hqX6MpSv6eMFut0tXvbNnz/aqneuZuPMcuL2ZuBsuWoxG7t+1nXqDnjAfH15esYbp4RGSCDk7O3vYU4Z7mqr43ue7SA4IYefKO4e9T7cffo1TRi3P59zIlZHnF1cbjUb+XbiLbaoThMv8udc2F4VM3o8QDPR+W9wWfnbqyWFXmY72bOVQ91to5H58Je4ZQlXef/cEQeBY1at0B/4LgMzgnxLvt8rr7YcLm7MQnelRXEKttEwlTwMhE7NhMrq2WGzWQOmC7+z2uacd64lmcbobaTPciVtoRimfREzQGygVF0a3Y3d3sl97IyJO5of/hVB1/zagy+WioKAApVJJVlbWmAi6PbKMvLw8vve979HU1ERUVBQGg4GtW7dyzTXXjPo5JnB54LIlTH31SjKZbEyn4KxWq0SePP4W0dHRTJky5YK1V0YCjx+USqVi1qxZF8QPqu8IfmdnJ76+vhIhODuLrC88ERe1tbXMnj3ba/PMiwWz2UxBQQGhoaHnHcUfDH0n7nQ6nSS+j4qKGvG0T1V3F9/ctYN2i5m4gEBeWbmGSUHBnDp1StLVjMRr6/G8j9lUe5I7p8zmJ1nDq8AAfL9gC591VPPTGddxQ+LsIdfV6/UUFhYSnRjLzzu3YHLbeGLqV5gmi5K+Wx5x70CEYCRVJrfo4t3Wp2i1nyJMFc9tcb9EIz9/S00QBCkfMCj9CI22TQBM9r+TKYHfGFZ7bzgQRBt661+wOD6S2nR9IScWtzMZu92Jy+VCpVKh0WiQyWSYTEYCAwPx0fjgFntwuMsQRRNKefJpsjT+laW+KO35NU3W7URpFpMT9mtpeV+y5O0FyXAhiiI//OEPee2118jIyKCgoICZM2eydu1a1q1bR25u7pieS5xOJx988AFNTU3cfffdXl1QGgwGPvroI/R6PQsXLmTGDO98zCYwelyWhOlCOHd7Jl8aGhqIi4vDbDbT3d0t6S2io6PHVLMwWhiNRoqKikZ1Qh8t+o6Vd3R0oFKpJPLUt73icW3WarX/E8J5zwl9uLEsQ6HvdKJWq+2XcRceHu5Vy7dY28a3du9Eb7eTGhLKKyvXEOnrx4kTJ9Dr9eTm5o6I4IuiyNUf/JN2q5lXFq/jypjhuz//6uQeNjUWce/khXxrypWDrucRIXuGEv5Wt5vNrYfJCU7lmRlfk/bHk53Y0dGByWQiNDRUqj6JalGqMn0t/g4Whi7wah/Nrh7+0/JjTO4uYjVT2Bjz0yFJk9vt5vjx49jt9tOmlAoqjK9Qa+4NRI3ULCQj+CdoFONL/t1CFzZXPnZnHjbnMRzuk4D7vNv1hUqRRnTQv1DKh5dvNxYwOes4qLsDkLEsajsaRSgul0uy7cjKyho3svT888/zu9/9jj179pCbm0t3dzcffvgh27dvZ+fOnbz22musX79+TJ7v5Zdf5plnniEqKor8/HwaGxtJSEgYcpuysjKuvvpqEhMTmTRpErt27eKxxx7jscceG5N9msDQuGwIk9vtxuVyXRCy5Ha7KS0txWg0kpWVJV2he/QWnmqKv7+/RJ7GS5viDTo7Ozl+/PioNEBjDUEQ+pEnTzUlIiKC5ubmcW0ZjiU87YzU1NRRxUYMBc90oue7ZbVaz5txd6ipgYf37sbqcjE7KpqXrltFgEolndCzs7MHjSw5H3Q2C1dtfxUZkH/Dg/gohq/X+0fNEV6sPMCauJk8lTlwu6qjo4OSkhKmTZtGfHxv1lybrZt7Cp9HQOT5zG8wLeDcDDqPAaSnAhwQEEBNaB0HnIdQyhR8e9KDpAdM82o/tfY6NrU9hV0wE6NJY2P0Twd0AHe73RQVFeF2u8nOzu5X4Wqx7KZU/+teTZMsmBnBPyDW98K1eQTRhN1ZiFM4Y6hpNBppaW4hJiYWmVyG0WDEbDYDvgT4TiM8bD7hYVEXzWjX5KrH6m4jVJWJTNRQUFAw7mTppZde4plnnuHDDz9k/vz556zjdDoBxqwyv23bNubOnUtFRQXLli3zijBdddVVBAYGsmPHDmQyGVu2bOHmm2/m+PHjzJw5c0z2awKD47IhTC6Xq59z92j0SkPBbrdTVFSEXC5n9uzZg06DeYznPO0VHx8fScczVCtqrNHc3Ex5eTkzZsy4ZP1DPNWUtrY2WlpaEEWR6OhoYmJixtzraSzhCSce7nTZaOHR03V0dEgCe0+lztfXl13VVfzk049xCQJXJiTy3PLrUYGUx5WVlTWqg369qYeVu97AX6ni2MYHRvQY+9oreaToPcLV/uxY8g3U8v6kq62tjRMnTpCRkSGZfXrw28otfKwrZnpAIs9l3Dvkb8nTEm7vaOcD5y6afVpRoeL+yHuYGeldpVVrr2Nz29PYBCPhqkRWR32fcPWZE5un+gGQnZ09YPXP6KympOf/YXBVABChmU9awH2EqC98O0Wr1VJSUkJmZma/6di+fk8dHR39PIwiIyMvSqST2+3u996OF1n6+9//zuOPP87OnTtZtGjRmD/HUNi/f79XhKm1tZW4uDjef/991q5dC/Tue0JCAvfffz9PPvnkBdrjLy8uG8L08ssvk5qayrx581AqleNCSEba1nK73VJmm06nQ6VSSeRprIS9Z8PTMmxsbGT27NmXvP193ynDSZMmSWSzr7XDhfB68hZ1dXXU1NRcdH3V2QL7Y3Yr/2ltQgRWTk7jmSVXI5zWfniTC+cNKvWdrP/oP4RpfDm47r4RPYZTcLPus1fQ2k38fOb1bEg4I+5tbm7m1KlTg07u6ewG7it6AZvg4AepG7guKvucdQaCzWnjT7UvUuuoQyOouVq/hNSwVCIjI89LzDsc9Wxp+yUWdw9KmZpl4fcwM2CZRJYUCsV5qx+C6KLa9Bo1ptcQT7fIIjWLmBJ4H0GqCzOF1d7eTmlp6Tlk6Wx4LFY85MlkMhESEiJp6i5E5ddTtRMEgZycnHEjS6+//jo/+tGP2L59O0uXLh3z5zgfvCVMH3/8Mddccw2VlZWkpaVJy6+++moiIiJ45513LsTufqlxWRAmURT55je/ybvvvouvry9r165l48aNXHHFFWM23u9pDyQnJ4+qreV2u+nq6pK0KX2dogfyAhkJPGGker2+X8vwUoVHAxQbG9svjsNj7eB5r0wmU79W1EhbSqOBKIpUVFTQ1tZ2SemrRFHkxfyjvFxUAMCVgcHcHpdIeFiYFD1yPt8ib1Ha1c4tH79DjG8An6y5e8SP83rtUZ6v+JQU/3DeWXQ3cplMcsjPysoiNHTwjLm3mz/jXw0fo5YpeXbm3aQHDt3K8MDmtvHHuheotzYQrAjiJvkN2Dqs2O32fqLxgSrHZncPH2r/TIPtOABTfK8gpD4bf3XQsIioxdVElelftFh3A71WFdE+S0gLuJdA1fh5/XiqdrNmzSIyMvL8G/SB1WqVLmK6u7sHzLkbS/QlS4NV7UYLURT5z3/+w/e//322bdvG8uXLx/w5vIG3hOm9995j48aNdHR09LuQuPHGGzGbzXz44YcXYne/1LgsCJMHDoeDvXv3snnzZrZt24ZcLmfNmjVs3LiRxYsXj8hMURRFGhsbqaqqYsaMGWPaevGUwNvb2+no6EAURYk8jXQqyuFwUFxcjCiKZGVljbmB5FjDQ0S90QD1nU7U6/XntKLGG32JaE5OziUj6hdEkV9/foj/nCwB4MHsOXxzdjbNzc1UVfVOTCmVylFP3HmQr2vhzn2bmRQQwq4RWAp4YHLZWfXpy5hdDv6QvZF4o4zGxkays7PP6w3mFt08Wf4Wx3oqCVH588eM+4nx8S7E1+Qy8fvaP9JmbydMFcY3E+8lTAiT2pxGo3HQaoooChzTv8/h7rcREfAVQlkX9whxvlNG8PrrqTb+k1bbXkAEZISr55Dgt4Zon6uQy8but9vW1sbJkyfJzMwcNlk6G06ns5+HkUKhkKrAY5Hd5na7JQPgwWJvxgLvvvsu3/72t3n33XdZuXLluDyHN/CWMO3evZsVK1ZQU1NDSkqKtPzaa68lMDCQLVu2XIjd/VLjsiJMfeF0Ovn000/ZtGkT7733Hg6HgzVr1rBhwwaWLVvmVXVCEAROnTqFVqsdM4PHwSCKIj09PZJR5kgy2zxtrYCAADIyMi5Z7Y8HA4XSegu73S6Rp7PNH8ejouZyuTh+/DgOh2NUgumxhlNw87NP9/FBdSUAjy28kttnZvbLhZs0aZIUptzR0YHL5epXTRnuCelYRzN37d8yasIE8Pyp/bxed4x0TTjfkKUOy+bA4rbzSOk/qLG0keQbyXMZ9xKg9I44dzm6+WPdC3Q4OlDJVHw1/ivMC5kLnNvm9AxvREZGEhgYiN1uZ//xHdSG78Ym1wMyMgKWcUXYbfgrQob9HhidNVSb/kmb7RNpmUoWRJzv9ST4rSFQlTbE1udHa2srZWVlwzYn9QZjrXsSBIHi4mKcTue4kqX33nuP+++/n7feeot169aNy3N4C28JU01NDampqXz88cdcffWZgOK0tDRuvPFGfvOb31yI3f1S47IlTH3hdrs5cOAAmzdvZuvWrZhMJlauXMmGDRu45pprBqxOeEId7XY7WVlZF3RayzMV5SFPDoejn45noINIT08PRUVF57S1LkX01Vedr/XiDQbyevKQzbFoFzgcDgoLCyX/l0vFxd3qcvKDvR9xoKkBpUzOL5csY3XaVKlqN1AuXN/4H61Wi8VikU5w3kbaNJn1XLfzdVRyOQU3PIhiFN5C7VYDaz97BTciv89Yy9L49GFt32HX83DJ3+h0GpkdlMLT0+9ALffuJG12W/hn42ucMJ0EYGnYEm6IWY+qz/ae4Q1PNUWpVOJyuQgJCWFaZiqfdb9GufkgAGqZL/NCbiA7eBVK2fC1dhZXM83WD2iy7MQudEjLg1TpxPmuIEpzBX7Kc6cCh0JLSwvl5eUXRGs3kL2Dp1LnyW4bCh6y5HA4TtsyjI9ecceOHdx99928/vrr3HjjjePyHMPBUIRp69ataDQaVq3qnSTNyMhg3rx5/OMfvRl/hw8fZtGiRRw8ePCCi9W/jPhSEKa+cLvdHDlyRCJPOp2O66+/nvXr13P99dcTEBDAqVOnuOuuu3j88ce57rrrLuoJ0nMQ8pAnq9XaL6JFpVJJAbrDCU69WBAEgZMnT9Ld3U12dvaYV4M8AnvPdKJSqRzQ68lbWCwWCgoKCAoKIiMj46KNWZ8Nvd3Ot3fvpEjbho9CyR+vuZ4rE5OGnQtnNpslsjnQxN1AcAkCOVv+gksU2Lv668T5BY7oNQiCQGlpKf/UHeczZyvBKl/eWPBV4v1ChvU4VeZWflj6D6yCg9lBKfx06i0EqbxrlwqiwA7tTnZ17AYgySeRexPvJkpzbtvKZDKRl5eHWq2WopgiIyMhzEixuA2towaAIGUkV4TeRrr/ohEZVYqiG539KE3WHWhtBxFxSff5KyYR6XMFkZqFhKpnIR+CmF1IsjQQBqrUDaZ7EgThLA+r8SFLu3fv5s477+Tvf/87t91227g8h7f44osvOHbsGJWVlfzpT3/i6aefJiQkhOuuu06KYlm6dCkhISG89957AHz66adcf/313HzzzaSkpPDKK6+wcuVK/vnPf17EV/LlwZeOMPWFIAjk5+ezadMmtm7dSlNTEzk5ORQWFnL99dfzj3/845LTAHmu4DwiaF9fX6xWKzNnzrxkbQM8cLlcUrn9QoQTC4LQT2APDEsjZjAYKCwsJCYm5pKq2mnNZr754Q4qu7sI0mh46bpVZEXH0NDQQFVV1YhPkIO1ojxtzr6vf+3uN6k2dPGbedexdpJ3nkZ90dfkccbsTL5VtJkyQzupARH8c/4d+CuH97sr1tfyZPl/sAoOYjVhPJn+FSb5eR8oXWIs5bWmNzC7LahkKq6PvJbrIq6Rqk0mk4n8/HxiY2OZMqVXr6TX66VWlMVqwRndQp3/Z9gwABCijCUneBUzApagko/su+5wd9Ni3U27/SA9juPSdB2AQuZHhGYe4eo5hKhnEqCcjFzWe3HnmTTMysq6JCZkz9Y9yeVyqaoZHBzMyZMnsVqt5ObmjhtZ2rdvH7feeisvvfQSd95550X/Pe/YsWNAofZdd93F3Lm97eHnn38ePz8/7r//fun+iooK/vvf/2IwGFi4cCEbN2686K/ly4IvNWHqC0EQePbZZ3n88ccJCQnBYDBw9dVXs379elavXk1oaOgl9aX0XJ17PJ4sFgshISFS4O14k5Hhom8sy8Voa3k0Yh7y5HK5+rU5z9Z7eQJ/k5OTSU5OvmQ++wa9nvt3bafZZCTSz49XVqwhLTSMmpoaqcU53Fy4gXC2j5gn486T7P7SyaO8ePIoC6IS+MeSjcN6bJfLRVFRkTSYoFKp0NqMfPXzN+h0mFkSlcbvsjYgH+Z7Xmtu58lT/6Hd3oOfQsOjU25kfqj3ZK7L0c3rzf/mlLnXKylSHcEtsTcxiSTy8/NJSEggNTV1wO+CZ5qzraOFWvlhdKHHccvtAGjk/mQGXkNW0AoClSOv9DgFIzr7UTrsh9HZj+AQevrdL0dDsGoacnsS+hZ/Zk6+jpiwaZfEd1cQXVhcjThFE8HKmf10T3a7HYVCQVpaGtHR0eNykXrgwAFuuukm/vjHP3LPPfdcEu/JBP73MEGY6D2ZPv300/z+97/nrbfeYuXKlZw8eVKqPJ08eZIlS5awYcMG1qxZQ0RExEX9wXkEyH31VTabrV++XVBQkOT1dLHdsk0mE4WFhRc1lqUvPBoxz/tls9n6tTk7Ozs5ceLEJRf4W6br4JsffkCXzUpSUDCvrFxDfECgNJiQk5MzLoL3vsnuHld2ggP4VuVhRGDniq+SHOidDs2TNO8JT+1LVEt6WvjGsbdxCG7unbyAb01ZPOx91TvN/L+Kdygx1CFDxt1Jy7k57kqvf6+iKJJvKGBT61b0Lj0A8fY41oSsIit16Mw7D+x2O63aJkoMn9Cg/AKHurfiJEPBVP8FzA66njjN6IiMKAroneV02D+nx3EcvbMMl2g+Zz21PBR/5ST8FQn4KZPwVybir0jETxk/plN4feEUDBicVRhdVRhP35qctQg48JFHsyTqXWQyhZS7ZzQaiYqKoqura9i6J2/w+eefs3HjRn7961/z4IMPTpClCYwYE4QJ+NGPfsR///tfduzYQWZmZr/7RFGksrJSIk9FRUUsWrSIDRs2sG7dOqKjoy/oD9Bms1FYWIharR40QNdut0utla6uLgICAiTy5E2441iiu7uboqIiEhMTB706v9jo2+Y0Go0AJCQkMHny5EtmGi6vtYXvfLQLk9NBengEL1+/mjAfn1Hnwg0XfTPunqz4guN2A0uConli9lXnnbiz2+0UFBTg5+dHZmbmgMR5Z8sJfl6yE4D/m7aM25PnDHsfnYKLv9TtYmd7HgBzQ6bwnclriNaEeP0YNreNLY3vcdB4GFEmopKpuCrsSq6NuIZglffeWw6ng+Pa/ZRY99CjqJeWB8gimBG0hJmBSwhRjd6qRBQFqpuOUtdxiLAEGzZZFUZXdb8WXn/I8VVE46uIQyMPQ60IQyULQCHzQSHzPX3b+28QEHAjii4EXIiiCxEXgnTrxin0YHTVYHRWYRPaB3xGhcyXINU0Zoc8gVoWQWlpKWazmdzcXKmq5GkLd3R00NXVhZ+fn3QhM5IBjry8PNatW8dTTz3Fd7/73Uvy+DOB/x1MECagvLyckJCQ84pkRVGkrq6OzZs3s2XLFo4ePcqCBQtYv34969evJz4+flx/kEajkcLCQiIiIkhPT/eqUiNFQ7S309XVha+vr0SeztaljDU8rsLTpk07b0bSxYYoilRVVdHU1ERsbCxGo/GieD0NhH31tTzyyR7sbjdzYmJ54bqV+CmU0kTRxbI5KO5s4yufvIscGb+Mnom/w91vpLzvPlmtVvLz8wkJCTlvlfHFygP8o+YIALdPyuXhaUtHNIm3ve0or9R9iFN04yNX8/Wkq1kbM9+rx/KE/gZPDuFT4QCVll4/K5VMxZVhi7gu4hpCVMOzGWmzVnO0833qHPm4ZQ5peYQ8mYzgZaQHXomvYmQC+oaGBqqrq8nOzpZasm7RhslZi9ndiNnViMXVePrfDbhFy4iex1v4KmIJVKYSqEojUJlGoGoKfoo4ZDI5oihKWZxz5swZMl5qIN1TZGQkYWFh57VNKSoqYvXq1Tz22GM88sgjE2RpAqPGBGEaIURRpKmpiS1btrBlyxYOHTpEbm6uRJ7GWvfiCXlNSUkZ8WO7XK5+ES0ajUYiT2Pt1ltfX091dfWYGOWNNwRBoKysjK6uLnJycqQq3ECVOg95ulBhytsqynn8wH7cosjSpEn87urrUIgihYWFyGSyUefCjRb3f7aNQ+0N3JQyg0enLxhw4i4gIICTJ09KRP9875soirxed5Q/VXwGwLKoKTw9azW+iuG/zkZrB89Xb6fU2FvdmRYQz8OT15PiP7jvV2dnJ8XFxVLoryiKnDSV8YF2F7XWOgCUMiWLQhdyfeS1hKqGZ4vhFGxUmY9Sot9Hs+MkyHoPwTJRToR8MlMC5zEtaIHXlSePO3pOTo5XXnGiKOIQujG7GrC527ELXTiELlyiGbdowy1YcYk23KINQbSBTIYMJXKZsv8tCmQyJTIUKOUBBCiTJYKkkg/cGhZFkRMnTmAwGMjNzfWa6A/l9zSQM3tpaSkrV67kBz/4AY899tgEWZrAmGCCMI0BRFGkra2NrVu3snnzZj777DMyMzMl8jRlypRR/WCbmpo4derUmAboenQpHvI02vF7DzzRIa2trV45Nl9seKa1bDYb2dnZg4rlBwpT9rxf4xENAfCv40X87ujnAKyfMo2nFi/FfVoD5OvrS2Zm5kU3Jy3QtfDVfZsBeH7hSq5N6DVZ9BiLtra2otfrUalUJCQkEB0d7XVlc3drGU+U7MIpuskIjuUP2RsJ0wy/pSyIAru0+bxavweL245CJufG2Cu4NX4x/sr+n7fHw2r69Onn/NZEUaTcfIoPtLuotvRaCChkCrKDZnNV2GLS/Ibfcja5ujllPsQJw346XQ397gsgksm+uUwNnk+8Tzpy2bmfdV1dHbW1tV6TpYsJURQ5efIkPT09zJkzZ8RV0YH8njyt6ZtuugmZTMbKlSt54IEHeOqppybI0gTGDBOEaYwhiiI6nY5t27axefNmPv74Y6ZNm8b69evZsGED06dPH5YAtaqqiubmZmbPnj1qg8fBIAgCnZ2d0gFIJpNJZCA0NHRYIcMnTpzAaDSSnZ19yUSHDAaHw0FRUdGwKzUesul5v8Y6D1AURf6Y9wWvFvemtN+VOZv/m7cQm9VKQUGBV22tC4lfFx3g9coi/JQq3l5+C2lBvWPsHrfxxMRE/P39JWNRtVotjZSfj5wXdjfxf4Vb0TttxPkG84vMVWSHjqy9q7MbeKn2Aw53lwMQpPTjKwlXsTp6Lmq5UmohZ2RkDOk8L4oiFeZKdnZ8SIW5Uloer4njqvDFzAueg49i+FOqPc42aiz5VJmP0WIvRzydMwegFH2IVU8lOWAWCb4ziFKnUF/XQF1dHbm5uZdMpuFg6EuWcnNzx3SK12az8e677/Lqq69SUNCbpThv3jyee+455s2bd8n8Tibwv48JwjSOEEWR7u5u3n//fbZs2cJHH31EcnKyRJ4GE77CGfJhMBjIzs6+YGJtT+nbI4IWRbFfRMtg++t0OvuNil9q/lVnw2q1UlhYiL+//6hiZPp6PXnyAL15vwaDWxB4+tBnbDpVBsDDc+dz76xsTCYTBQUFl5wnFPQaWd7/2Ta+6GgiKSCY/y6/BZfRTHFx8Tlmqn3Dpz3k3KNLGez9qjN38d38TTRb9ciArybP5cG0K9EoRmZN8XlXOf9o2EOjVQdAtCaE9YG5BDc6mZU5vGDaBmsjn3Ud4GhPHk7RCYCP3If5IXO5InQhiT4JI/qsbG4z9dZiqs151FoKcNBfc6QQ1fjZopkaNofUkGyi1Cmo5JfGgMLZEEVRannPmTNn3CxPampquPbaa5k9ezZhYWHs3LkTPz8/1q5dy/r168fchPizzz7jxRdfpL29nczMTB577LEhOwDPPvvsOXlvqampvPnmm2O2TxMYX0wQpgsIvV7Pjh072LJlCx9++CExMTESecrJyZFOFi0tLfzjH//guuuuu6jkYzDvoujo6H75dh7y4Zl+uthtovPBQz4iIyO90tR4i7PfL6fT2Y88ne9g7XC7eXTfXvbU1SCXyXh80VXclD5DmjS81Dyh+qLLbuWWvf+lxWIkNySar8nDmXkeWwbPxJ1H9+R0OgeNADI67Tx36hPeby4FIDUggqcyVzE9aHgZhB64RTcfaQt5o3E/Xc7eychkTSR3p1zL3JApyIcpMre4LRzpPsqnXQfQOrTS8hhNNHOD5zA3OJfIAdzDvYEgutE6ammynqTWeJxWxynJ48kDGTLCVAlEaVKIUvf+RWqS0cgvbpVXFEXKy8vp7OwcV7JUX1/PihUrWLNmDS+88AJyuRyn08lnn33Gtm3b+PTTT8nLyxszvd++ffu47rrrePTRR1m4cCEvvPACFRUVFBcXExg4sHD/gQceoKKigmeeeUZa5ufnx6xZs8ZknyYw/pggTBcJJpOJXbt2sXnzZnbu3EloaCjr1q0jMzOTJ554gpkzZ7Jly5ZLJresr3dRe3s7drudiIgIgoKCqK+vJzo6ekzJx3jBQz6SkpKYPHnyuO3v2ZltA0Xa9IXZ4eB7ez/kSEszKrmcZ5ddw7UpqZKmZurUqZf8pGF5Twe3f/wuNsHNqpgUfnPlKq+n2/q+Xx0dHZjNZsLCwqT3y6N3+VRbxS9P7KbTYUEhk3Pf5IXcPXk+KvnISHplXTXvNBwgT9OMVeidXEvyjeSmuEUsjchELR/e708URU6ZKzjQdYgSY6lUdQJI9k1mXsgccoOzCVIOv4UmiiI1NTU0NDaQPCuKdlcldabj6IQanIqBp95ClLFEqJMIVcUSooohWBlNiCqGAEXoiGJbhru/HrI0nrYXzc3NXH/99VxzzTW8/PLLF6QFt2jRIhITE3n77beB3gil2NhYHn/8cf7v//5vwG0eeOABdDodmzZtGvf9m8D4YIIwXQKwWCx89NFH/OUvf2HPnj34+vpyxx13cMMNN3DFFVdcMqTJA4/osq6ujra2NmQyGeHh4ZLL+MWc2hoKWq2W0tLSi0I+TCaTVEkxGo2EhoZKuiezIPDg7g84oevAT6XihWtXMD8uQcqFO5+m5lJBU1MT75Tk8aqpERFYFpvCbxdcj59yBEG0FotENj0Td55qnV0Jvzq5h4/bex25E3xD+O7Uq7g6enitSo9gOjs7G5m/indbDrGzPQ+Lu7d6E6YKZGPsAlZFzzlHHO4NrG4rRYbjHNPnUW46hcjpaThkTPZLITMwg1mBmcRozu/l5gmsbm5uJjc39xyDUp2plerOYppNFXQLTdh8O3EojIM+nkKmIkQZQ7AqmiBlBP6KEPwUIf1ufRVBKGQjO/aIosipU6fo6Ohgzpw540aW2traWLFiBVdccQWvvvrqBaluWywWAgMDef3117njjjuk5TfeeCMWi4Vdu3YNuN0DDzzArl27SE1NJTg4mMWLF/Od73znkpcvTOAMJgjTJYK33nqL++67j2effZbk5GS2bNnCtm3bUCgUrFmzho0bN7J48eJLhoy0tLRQVlbGjBkzCAoKkipPJpOJ0NBQiTxdKsaPTU1NVFRUkJGRQVSU9xlj4wGr1Sp5Y9V16vhrRyttdjshGg0vr1hDRmTUqHPhLjT6ko8vTDoe/eIjHIKbjNAoXrxyDZE+I9fgnW3v4AlxLZUb+EvDEXT2XofrrJB4vj9tGRkhQ0+SiqJIbW0tDQ0N5OTk9BNMm102drbn8V7rETpPt+r8FBqui8xmRXQuycPIp+sLvdNAvqGAYz151Fnr+90XqY5k1mnylOo/GcVZ03Ce4Y+WlpYBydLZcDgc6HQ6mnX1NJsqcPkakAc6cGqMWOhC79L2E5QPBV95IL6KINRyX1QyX9Ryn9P/9kEt90Ep06CSa5gTvK7f/lZUVKDVaseVLGm1WlauXEl2djavv/76BbuwPHXqFOnp6XzyyScsW7ZMWv7QQw/x8ccfc/LkyQG3+8EPfoCvry9LliyhubmZ//f//h8xMTF89tlnl7yMYQK9mCBMFxmiKPKrX/2KX//617zzzjusWLFCus/pdLJ//342b97Me++9h9PpZM2aNaxfv55ly5ZdFDLiOdnU19cza9asc07mVqtVIk+eyoDH6+li5NtJbYyGBrKyssZt0nAkqO7u5hu7ttNuMROmUvPNqFgmh4SiUqmkScOxyIUbT3gqH57gag/5KNS18u1DO+hx2IjzC+Svi9eRGjT6EFiPvYPHzFBQyvlCrecDYzV2odfV+vqY6Tw0dTGxvueO2XtLPpyCi/26Uja1HKLeekaTNCMwkZVRc1gcPgMfxcgqA12ObkqMJRw3llJhrsQluqT7fOW+TPFPY5r/VKYFTCVWHUN1dTUtLS3MmTNn2MMfZ8faAIRHhuEXrkAWYMcgaDG5urC4ezC79adve7C49V6TKo3cn29N+idwJhmhra2NOXPmjNukrE6nY/Xq1UybNo233nrrgl5IlpaWkpmZyaFDh7jiiiuk5T/60Y/YunUrlZWVA25nt9v7HbOrqqpIT0/n3//+N7fddtu47/cERo8JwnSR4Xa7+fa3v82DDz7I7NmDZ1W5XC4OHjzIpk2beO+99zCZTKxatYoNGzawfPnyCxaLUV5ejk6nIzs7e1BxoweemIP29nYp387ThroQlgMeDUVHR8e45ayNFCXadh7cvZMeu43JIaH8dcUaIjQajh8/Tk9PD8AF8XoaDTxtl8Fy7OqMPTxw8H0aTHqCVBp+Pe9alsaljNnz9524q9I2s8vVTJ6gQwRUMgUbE2bx9cnzifYJlPa3oqKC9vZ2cnNzvSIfoiiSr69mZ3seR7pOIZwmEf4KH5ZFZLIyOpfJfjEj/mxsbhtlpnKOG0soMZ7A7O6fB+eHLxH2CObFzWVWWAYR6pHnWPYdSvCE3np0dWebP4qigFUwYXH3YHUbcAg2HKIV5+lbh2DDKVhxinZUMg1Lwu+SyGhra+u4kqXu7m7WrFlDUlIS77777gVvabW0tBAfH8/27dtZs2aNtPzee+/lxIkTHDlyxOvHSktL4+abb+ZXv/rVeOzqBMYYE4TpfxBut5sjR45I+XadnZ2sWLGC9evXc/3114+LBYHH4NFqtZKTkzPsapHD4ZA0KWe7Zo9XYKwnqyo7O/uiBxD3xefNTXx3zy6sLheZkVH85frVBKnVko1ETk4OarV6XL2eRguPO3p3d/eQgt5uu5VvH9pBUWcbADemzODHsxfjrxrbk5yHDBxtrOSf7YVUCr2Bt0qZnA3xmdwzeQFddc3odDpyc3NHdDLvdBjZ01HI7vYCWu3d0vIk30iWRmSyNCKTOJ+RV9EEUaDR1kS56RSnTBVUmqtw4eq3TqAikBS/5N4/32Qm+SaNyPNJFEXMZrP0m+wbejuSGKC+lbuRVMK8hV6vZ926dURGRrJ169aL1vKPjY3lG9/4Bk899ZS0LCMjg8WLF/OXv/zFq8fwTB0/8sgj/OxnPxuvXZ3AGGKCMP2PQxAE8vLyJPLU0tLCtddey/r161m5cuWYGNrZ7XaKiopQKBTMnj171OVvT76dx8jQ19eXqKioYblAn+/xL1VPqN011Ty6fy8uQWBhfALPX7MCjVwu5cJ5yFJfDOWN5U2m1ljDkzJvNpu9Is92t4vnS4/wWkUhIpAUEMzvF6xgZuj4aMkEQeBgSwWvVB+mzNYJgAIZC+SRfDfrWtIiB7c68OrxRYEifS27tPkc6SrHKZ4JuJ3qH8/SiAyWRGQQrh7Zb89TuWvraCNiRiR1rnpOmSuotdbhFvuH6cqQEecTS4pvCkm+icT7xBHvE4dmmJ5MnmqwVqulu7sbf39/aUIxMDBwyN9kX0H6eJIlo9HIhg0bCAgI4P3337+oF0E//elP+de//sXRo0eJj49n8+bN3HzzzXzxxRfMnTsXgF/96leUlpby5ptv4nA4+MMf/sD3v/991Go1LpeLRx99lBdeeIHi4mKmT59+0V7LBLzHBGG6jCAIAsXFxRJ5qqmpYfny5axfv57Vq1ePKPLEbDZTWFhIcHAwM2fOHPPKhiffzhM5olarJfI0kjaUzWajsLAQHx8fZs2adUmJKf9bdoL/d+gzROD6lFR+tXQ5MkGgsLAQuVzuFRkVRRG9Xk97e/t5vYvGA263e0hyNxSOdTTz6Bcf0WY1oZTJ+X7mQu6amo18HK0djnXW89zxPVQ6e4Be4pSrjuTGmEyumJQ+6raR2WXjUFcZ+3UlFOlrEPpMws0MTGJh2DQWhKYT7+udcH+o6TKn4KTR1kStpY5aSy211jq6nN3nPIYMGRHqCBJ84on3iSPBJ544nzjCVWFe+UudrRNTqVT9nNnPPgZ4NGzeCNJHCrPZzI033ohcLueDDz64YEa+g8Fut3PnnXeyfft2EhMTaWpq4ne/+x3f+ta3pHXuu+8+jhw5QmlpKaIo8vjjj/OXv/yF2NhYWltbCQkJ4YUXXmDlypUX8ZVMYDiYIEyXKTxRBJs2bWLLli2UlZWxdOlSNmzYwJo1awgPDz8vGenp6aGoqIj4+HjS0tLGXUMzVORIaGjoeZ/fbDZTUFBAWFgY06dPv+htKw9EUeSVogJeyD8KwM3pM/jZFYtxOhwUFhaOOBduIK+nsLAwoqOjBwwkHS08lTuA7OzsEZGzHoeNJ/I+YU9zNQC5EXH8LHsJ00IixnJXgf6VMFKj+Wf9UQq6m6T7J+HPct8ErolNJzY65ryVlPOhx2nis84T7NeVcNLY2O++RN8IFoamsyBsGtMCEgb0p/Jo7nQ6ndfTZT1OPXXWOmotdTTZmmmyNWNwGQZcVylTEqGOIEod2funiSRSHUmUOooQVfCAZMqjE/OIxkVRJCIiQgq9ra+vp6GhgTlz5owbWbJardx88804HA527dp1Xu3khURLSwvt7e2kpaWds181NTWYTKZ+xpQOh4PKykpCQ0OJjY295HSJExgaE4TpSwDP5IqHPBUXF3PllVeyfv161q1bR3T0uT4wdXV11NTUkJaWRlJS0gXf576RI1qtVorQiI6OHjDfTq/XU1hYeMHInbcQRJHffnGYN0qPA/CNrBweyp2HdRxy4fpqUvp6PUVGRo56QtHhcFBQUIBarWb27NmjqtyJosg7NSd4tvgAVrcLhUzGV1Jn8Z2Z8wlSj40mxaO581TCPJW7Mn0bbzXks7u1HJfYK+AOlfuwgHAWaqJJi04YdQA1gNbew5GuU3zeXc5xQx1u8czEWbDSn7mhaWQHp5IdPJkwdWC/+JDRmjwaXEaabc0021potjXTZGuhzd7WbxrvbKhkKkJUIYSqQghRnr5VBROsDCZYFUy4KowgZRB6vV5q3VmtVgBSUlJITEwcl9a3zWbjK1/5Cnq9nt27d1/yAcMTuLwxQZi+ZPDYAmzevJktW7Zw7NgxFi5cyLp161i/fj3x8fH85je/4R//+Af79u0jPj7+Yu+yFKHhIQNut1siT2FhYXR1dVFSUnLRyN1gcApufv7ZfnZU9RosPrpgEXdmzMJoNI57LpzH60mr1Y56QtFms1FQUIC/v/+Q+YfDRYvFyLPFB/moqQqAcI0vP5i1iPWT0kfVpnO73RQVFeF2u8nOzh6wzamzm9jcWMymxiK6HL0u2XJkZPlEMdsVyHR5MDFR0WOiEzO7bBzrqeRI1ymO9VRidtv63Z/sF8UkVwhxVn825Cwn2G/sKyiCKNDl7EJr70Dr6P3rsGvROjrQOTql6b/BkBOUxf1J90r/r62tpa6ujtjYWAwGwznmomMxIedwOPjqV79Ka2sre/fuvaQsQSbw5cQEYfoSQxRFGhsb2bJlC1u3buXgwYNERkbS09PDn/70J+64445LplLjgUfD4/F6cjgcCIJAUlISaWlpl4xmyepy8sjHe/i0sR6FTMb/u+pq1k6ZelFy4RwORz+RvUfQ65lQHGofrFYr+fn5hIaGjlub83B7A78s/JRaYw8As8Ni+H7mQuZFDd+N3eVyUVhYiEwmIysr6/z5fYKL3a3lbGkq5nhPi7Q8VOXLIt84Mh0BhLmV/dpQoxl6cAluSo31FPRUk6+vptrc2u9+lUxBemAiGYFJZARNYnpgIn6K8Z0Ec4tuup3ddDt76HH20H36r8fVjd5pQO8ykBOczY0xG4De6nNdXR25ublSG8pms0laxK6uLvz8/KTq5ki0iE6nk7vuuova2lo++eST/wnz1glc/pggTBMAeg94t99+O59++ilpaWkUFBQwa9Ys1q9fz/r16y+pNhecqZTV1dURGRmJwWDAZrP1E0BfLFd0g93Odz7aSUF7GxqFgueWX8+SpEmXRC6cR9DrEdlrNBqJPAUHB/f7jD0hxVFRUUybNm1cP3+H4OaNymJeOnEUq7s3f21eZDzfmTmfOZHeVTmdTicFBQWoVKoRtQ1rTZ1say7hg5YTUtUJYHpAFHN9oplq80FldQ2YcTcSiKLIFyUFFBtrMUbKKTbW0eHQ91tHjozJ/jHMPE2gZgQmEa6+eBqe+vp6ampqyM3NHXQC1zPI4RGNKxQKqfI0UDt9oO3vu+8+Tpw4wb59+y66M/8EJuDBZUWYnE4n27Zt49ChQ6xbt66fbf1gsFqtvPnmm1RWVjJp0iTuuOOOc/rk3qzzv4yenh5uuOEGDAYDO3bsIDo6Gp1Ox9atW9myZQuffPIJ6enpEnmaPn36RSVPHgPCtrY2srOzCQoKknxlPNNjZrO5X9jthbIW0FksfOPDHVR0dRKoVvPidavIiYm9JHPhBhLZe05sCoWCoqIiEhISSE1NvWCft9Zq4q9leWyqPYFT6G0TLYhK4Dsz55MTMbgdgEdj5ZmOHE0lzCm4OaSrYVtTCYd0NbhFz+QbzAqKY75vDGl2H0SjdcStTkEQOHHiBEajkdzcXDQaDaIo0mTrpNRQR6mhgRPGBtrs507BRaiDmBoQz1T/OKYExDHVP45A1fgbwTY0NFBdXT0kWTobfS0xOjo6cLvd/ap1Z1cA3W43Dz74IHl5eezbt4/Y2KFjbiYwgQuJy4YwHThwgDvuuIM5c+awd+9eHn/8cR555JEhtzGZTCxevBhRFFm/fj0fffQRWq2WI0eOEBkZ6fU6/+u49tprUalUvPPOO+dMuoiiSHd3N++//z6bN29mz549pKSksH79ejZs2EBGRsYFnUYTBIHS0lLJ4HGwk5TFYpHI09lht+NldtdoMHD/ru00GQ1E+Prx1xVrmBYe/j+RC9f3xNbe3o7T6SQwMJDU1NSL4vXUajHySlkem2tPSuLsK6ITuWdaDgujEvsROLvdTn5+PgEBAWP+fey0m/m4/RS7W8sp6mmWlitkMnJCEpjjE8NkuwZBb5Yy7qKiooacuPN8h00mk0SWBoPObuCEsYFSQz0njA3UWtqlEN++iNWEMiUgjlT/WJL9okn2iyJKHTxmRNdDlnJyckZ8sSiKIgaDQWoPWywW5HI5BQUF3HzzzSQkJPDQQw9x8OBB9u/ff9GqsBOYwGC4bAhTTU0NPj4+xMXFERMTwyOPPHJewvTMM8/w/PPPU1FRQXBwMFarlVmzZrFq1Sqef/55r9f5X0dVVRWTJk3yqoWl1+vZsWMHmzdvZvfu3cTGxkrkKTs7e1zJk8vlori4GKfTOSwPIE++nVarRa/XExwcLJGnsTK/O9XZyTc/3IHOaiEhMIhXVq4hMTBI8qjJzs7+n6hKdnZ2UlRURGJiItAbcOpwOC6o11NfNJsNvFKWx9a6Mok4TQkK52tTs1iTNBXR6SI/P5/g4OAxmzYcDG1WA3vaT/FRazknDW397psZFMMcvximuPxR91glP7HIyMh+3kUesmQ2m8nNzR125dPitlNtbqXC1EKFqZlKcwsttq4B1/VTaEjyjSTZL6pXWO4XTZJvBGGq4dknNDY2UlVVNSqyNBDMZjOHDx/m5z//OSdOnCAkJARBENi0aRPLly8fs+eZwATGCpcNYeoLbwnT/PnzyczM5O9//7u07LHHHuPNN9+kvr7e63W+rDCZTOzcuZPNmzeza9cuwsLCWLduHRs2bGDu3LljWpWw2+0UFhZK+pSRnrTtdrtEnrq7uwkMDJTI00jN8AraWvn2RzsxOhxMDQvnrytWE+Hrd8nm2A2G9vZ2SktLmTFjhtQKEUURk8kkvWcXq9XZZNbzekUxm2tPShqnMLUPi9QhbIifwoLM2Re0Tdxo7mZP+yk+1VZRqu8v3E70DWFeYDxTxABC9S6UMrnUgmptbcVqtY6ILA0Go8tKpamFSnMLdZZ2ai1amqw6XGe5gnvgI1cT7xtOgk848T7hZ/7tG06Asv8FRFNTExUVFeTk5IxbELQgCHz729/m/fffJzs7m8OHD5OcnMyGDRtYv3498+fPH3Mi/K9//Ys333wTs9nMkiVLeOyxx87r7zSSbSZweeFLTZhCQ0P50Y9+xE9+8hNp2auvvsp9992HzWZDo9F4tc4Eeltgu3fvZsuWLezYsQN/f3/Wrl3Lhg0bWLhw4aiqEhaLhYKCgjF3Gx9seiw6Ohp/f3+vT8A/2reHndVV5ETH8OfrVhGgUlFaWorRaCQnJ+eSyrEbDC0tLZSXl5OZmTlkq/lsr6eQkBCJcI7W68kbGBx2NtWe4I2KItptvUG1armC6xPSuCU1g5zwC28G2GE3cUBbzX5tFce66nEIZ4iKj1zJ7MBY0hXBROkFwoRe1+yYmJhxHUxwCW6abZ3UW7TUWbTUWbXUW7S02roHtRCYHzqNp9Jvl/7vIUvZ2dnjNtIvCAKPP/44b7/9Nvv372fq1KmYTCZ2797Ntm3b2LFjB3/+85+5/fbbz/9gXuK5557j8ccf509/+hOxsbE89thjBAUFsX///kG/OyPZZgKXHy5cbX2YOHjwIJs2bRpynbvuuovs7OwRP4fFYjnnCsEjZrRarWg0Gq/WmQD4+fmxceNGNm7ciM1mY+/evWzZsoXbb78dpVLJ2rVr2bhxI1deeeWwThIGg4HCwsJx8SxSq9XEx8cTHx/fb3qsrq4OHx8fiTydzwH66cXLSAoK5t7Z2ahlcoqKinA4HMydO/eSyrEbDI2NjVRWVpKVlUVY2NDhsf7+/qSkpJCSkoLNZpPIU0VFxZhU686HILWGW+KnktxqoDZazm5DK6XdWrY3nGJ7wynSgsK4PW0Wa5OmjXnA72CI1ARwQ+JsbkicjcXl4HNdLZ91VPO5ro5Oh5kv9I18Qa/zd4wmkEybgaTKJuJKlSSFR0u6p7E8lijlCib5RTHJL4qr+ix3Ci7a7D00WztptulosnbSZOuk2dpJgs8ZfV1zc/O4kyVRFPnlL3/Jm2++yb59+5g6dSoAAQEB3Hjjjdx44404nU4EYWiPqOHAbrfzi1/8gieffJJ77rkH6DXenD59Onv27OG6664bk20mcHnikiVMgYGBJCcnD7nOaA/KgYGB9PT09FvW3d2NTCaTHtubdSbQHz4+PqxZs4Y1a9bgdDrZv38/mzZt4p577sHtdrNmzRrWr1/P0qVLhzxJdHZ2UlxczOTJk8/7XRgtVCoVsbGxxMbG4na7JfKUl5eHSqWSyNPZo/cAGqWS7+TOw+l0kl+Qj1wuZ86cORdU6zNSeKwZRtJy8fHxISkpiaSkpH7Vuurq6mF5PQ0HRqOR/Px8JiUmsmzyZO4BSrrbeaf6BLsaK6gydPGLgv38/vgh1idP59bJGUwJvnBCez+lmuUx01geM6036kTfztbSzym166h2G2izG2mzG6X1E/UNTDYEkFiuYVZgDKkxCURGRo7bsUUlV5LoG0GibwQwrd99wmmNWEtLC6dOnSIrK2tcydKzzz7L3//+dz755BNmzJgx8P6OcQUuPz8fvV7PqlWrpGXp6emkpqby8ccfD0h+RrLNBC5PXLJH9NmzZzN79uxxfY4ZM2ZQXl7eb1l5eTlTpkyRfqjerDOBwaFSqbj22mu59tprefHFFzl48CDvvvsu3/nOdzCbzaxevZr169ezfPnyfq2rN954g4CAAObPn09c3OjS5YcLhUJBdHQ00dHRUpaWVqulsLCwX75dXzGvJ/R3pLlwFxqiKFJVVUVLSwtz5swZtRajb7Wub6DysWPHJAH0QF5Pw4Fer6egoIDk5GRSUlKk5bPCYpgVFsOjWVfyXl05b1Udp87Uw3+qjvOfquNkhkaxMWUGKxOnEKwe/7ahB4IgYK1p4Rp1PD+cvwanTCSvq5EjnXXkdzVQZdLR6DDQyOnsN30t8SZ/Eit8maIJZU5UMplxKSMyfhwJ5DI5ra2tlJeXe1VtHClEUeT555/nhRdeYO/evWRmZo7L8wyExsbeSt/ZdgVxcXHSfWOxzQQuT1yyhGk8cPjwYd555x1+97vfoVQqueWWW/jZz35Gc3Mz8fHxdHV18d///lcquwJerTMB76BUKlm6dClLly7lT3/6E59//jmbNm3iRz/6EV1dXaxYsYL169dTWFjISy+9xOuvv37BydLZ8HgTRUZGMn36dLq7u2lvb6ekpARRFCUSUF1dTXh4+CUV+jsYzg55HetqhlKpJCYmhpiYmH6Es6ioCJlM1i9Q2dv3qqenh8LCQlJTUweNvwlUabhzymzuSJvFEW0jb1eXsL+ljpJuLSXdWn5ddIDl8ZPZkDydK6ITBwzAHSu43W6Ki4txuVxSPIsKuCoqlauiUgHodlgo7G4ir6tRIlDNbjPNmDli0/FGQyX+DUqSFYHMDIxmbnQK8+LSCBgn0tfa2kpZWRmzZ88eV7L00ksv8dvf/pbdu3eTk5MzLs8zGJzO3oGBsyvbGo1Gum8stpnA5YnLRvTd1tbGr3/9awD+9re/kZubS05ODjNnzuT+++8H4OWXX+bBBx/EarXi4+OD0+lk7dq1lJaWsnz5cg4ePEhERAQff/yxNNXkzToTGB0EQeDYsWO8++67vPrqq/T09LBo0SLuu+8+Vq5ceUlOooiiSE9PD01NTbS1tSGTyaSqVHh4+CVbYRIEgZMnT9LT0zPqkNeRPPfZJoYe/c5Q71lXVxdFRUUjckjvtFnY0XCKrXVlVOg7peXRvv6sSJzCqsSpZIRGjWkFp2+WXU5Ojtet2W6HhYKuRop7WijRt1Cmb8d51qSbDIhTBjAtMIpZEYnMCIllWlAUAcrR6Z/a2to4efLkuHqFiaLI3//+dx5//HF27tzJokWLxuV5hsKuXbtYtWoVDQ0NknUGQE5ODvPmzePll18ek20mcHnisiFMnZ2dvPHGG+csnzx5MuvWrQOgpKSEjz/+mIceekg6OIuiyMcff0xlZSVJSUlcf/315xzgvFmn77p2u92riaGztVEe+Pj4SNtbLBYcDke/+5VK5WVH1pxOJ/fddx+fffYZzz33HHl5eWzZsoW6ujqWL1/O+vXrWb169ahaOmMNTy7cpEmTCAsLkwTQF9O3aCgIgsDx48exWq3k5ORc1IGFvpmAnvesr12B5z3T6XQcP36c9PT0UVUbRVGkrKeDLXVlfNBQgd5xJgA30T+IFYlTWJk4hWnBEaP6fnnIkiAIZGdnj+qzdwguThm0HO9p4XhPCyU9LbT30T/1RaJvCNODY5gaGEVqQARTAiOJ8fHOb8ljJzF79mwiIiJGvL9DQRRFXnvtNX784x+zfft2lixZMi7Pcz60t7cTGxvLu+++y4033gj0DpZERUXxwgsvSBfXo91mApcnLhvCdLHhdrt59NFH+etf/4rVamXatGm8/PLLLF68eND1z76SEwQBo9HIE088wZNPPgnAbbfdxtatW/tVAhYuXMiuXbvG7bVcaJjNZm6++WZaWlrYtWtXPw+gEydOsGnTJrZs2UJ5eTnLli1jw4YNrF69mvDw8ItGngbLhfP4Fnlcxq1Waz8icLF0b32rHp4W0aWCwbyefHx8aG5uJiMjg5iYmDF7PofbzWdtdXzYWMm+llqsbpd03+TAUFYkTuGa+MnDJk9ut5vCwkJEURw1WRoMHTYT5cZ2yvXtlHY3U25oR+eyDrhuoFLDlMBIpgRGMSUwkmmBUcwI7v8+esjSrFmzxi25QBRF/vOf//CDH/yA995776KbUm7YsIHm5mb27dtHQEAAP/rRj/j73/9OdXW1JHK/4447SE5O5pe//KXX20zg8scEYRojPP300/zpT39i9+7dzJgxgyeffJIXX3yRU6dOeX1l/Pbbb/OVr3yFkydPMn36dKCXMAUEBPQzzrzccPjwYX7xi1/w3//+d1AnYU9+3ObNm9myZQvFxcUsXryY9evXs27dOqKixratMhRaWlooKyvzKheuLxEwmUxScGtUVNQFsxxwOp0UFhYil8vJysq6ZCpeg8FisVBdXU1bW6+bdt9Ym7H2erK4nHzaWsuuxko+a+3voRTvF8Ty+Mksj59MdngsyiH0Vi6Xi8LCQmQyGdnZ2Re0JdvtsFCiayS/rZZT+nYaHQa02BHOilCJ9w3m/au+If1fq9VSUlIyrmQJ4N133+Xb3/42mzZtYsWKFeP2PN6io6ODm266iby8PAIDA1EoFLz55pssXbpUWmfOnDmkp6fz73//2+ttJnD5Y4IwjQEEQSAmJoaHHnqIn//850DvATQmJoaHH36Yn/3sZ149zrXXXovNZuPAgQPSMg9h+vOf/3xBjAEvFkRR9JrwiKJITU0NmzdvZuvWrRw7dowrrriCdevWsX79euLi4saNPI0mF85isUjkyWAwXBDTR08orUajYdasWZestqovPCaas2bNIiAgQLIrGCtn9sFgcjr4pKWGj5qqONTWgL0PeQpR+7A0LoWr41JYGJXYz+PJQ5Y8hPRiv8cOh4OW9jaKW+s4pW9Dq3CiUzpJCAjj6ey1yGQyOjo6OH78OJmZmURFRY3bvrz33nvcf//9vP3226xdu3bcnmckaGpqwmKxkJqaes5nVlFRIdlmeLvNBC5/TBCmMUBVVRVTpkxh3759/a441q1bhyiKbN++/byPUVdXx+TJk3nttde48847peWelpwoimg0GpYuXcof/vAH0tLSxuOl/M9BFEUaGxsl8nT48GHmzp0rRbQkJSWNCXkSRXFMc+H6mj729PRIqffR0dFjJsS22Wzk5+cTGBh4wUOSRwqPu/RAY+0OhwOdTkd7eztdXV34+vpK5Ol85qLDhcXl5HB7A58017Cvta6f5kkpk5MbEceVsZO4IiIeQ1UdSqXykiBLZ8PlctHZ2YlWq0Wn00n6x87OzjFvdZ6NHTt2cPfdd/PGG29www03jNvzTGACFwoThGkQmM3m846MegTIhw8fZtGiRZSUlJCRkSHdf99991FSUsIXX3xx3ud74okn+NOf/kRLS0u/E+Zzzz3HokWLmDt3Lk1NTXzjG9/g1KlTHD9+/JKcHruYEEWRlpYWtm7dypYtWzhw4ACzZs2SMqlSU1NHdFL1jOGPVy6cw+GQyFNXVxcBAQFER0ePqopisVjIz8+XrA4uFaH8UGhoaKC6utorw8S+Xk86ne685qKjgUsQKNC18HFLDftb6mg06/vdH65UszQhjSVxycyLTCBIfWm6/wuCQF1dHdXV1SiVSmQymTScMNaTnbt37+bOO+/k1Vdf5dZbbx2zx53ABC4mJgjTILjjjjv44IMPhlynpqaGsLAwiTAVFxcza9Ys6f6vf/3rlJeXc+TIkSEfRxAEUlJSWLduHS+88MKQ6+p0OqKjo3njjTfGNF/pcoMoinR0dPDee++xefNm9u3bR3p6ukSe0tPTvTqpetLlL1QunNPppKOjo18VxUOevHXMNplM5OfnExsby5QpU/4nyFJfx/HhVu/6ej11dHQgk8mIjIwkOjp6WF5P3qLO2MP+5hp2VZZSbjfiFM9Ed8iRMTM0kvlRCSyITiQ7PBZf5aUhsPdMHM6YMYPo6Oh+U4p2u73fZOdohgL27dvHrbfeyl/+8he++tWv/k98/yYwAW8wQZjGAPX19SQnJ/PRRx9x7bXXSstXrVqFj48PW7ZsGXL73bt3s2LFinMI12CIiorie9/7Hj/96U9Hve9fBoiiSHd3N9u2bWPz5s3s3buXyZMns379ejZs2DBooK/HfNDhcJCTk3PBc+E8VZT29nZ0Oh0ajUYiT4O5P+v1egoLC0lKSiIlJeWSP1l59GiNjY3k5uaOumoqCAI9PT0SEfDW62k4cDqd5Ofno9FomDpzBvmdrRxoq+dQWwN1pp5+66rkcrLDY5kflcDcyHgyw6LRKC686N4TMzR9+vRzHKv7Til2dHRgMpkkoX1kZOSw9HUHDhzgpptu4o9//CP33HPPJf/9m8AEhoMJwjRGSEpK4vbbb5fMM202G5GRkTz11FP84Ac/AHrbJIIgnNPSueWWW6ivr/eqdechZ6+//no/rdMEvIder2f79u1s2bKFDz/8kPj4eIk8ZWVlIZfL0Wq1fP3rX+e73/0u11xzzUWfLHO73XR2dkrkSalU9otokclkdHV1Sdl7kyZNuqj76w36xrPk5uaOeatTFEUMBgNarZb29vYxqaJ4RPQ+Pj7MmjXrHKLdZjHxhbaRI9omjmgbabea+92vksvJDI1mTmQ886LiyQqPxW+cK1Ae48+ByNJAsFqtEnny6Os8pHOoFvHnn3/Oxo0b+c1vfsMDDzwwQZYmcNlhgjCNEf7yl7/wyCOP8MYbbzBr1iyefPJJ9u7dS3l5uRRqetNNN9HW1sbBgwel7XQ6HfHx8bz44ov/v737jmvyXP8H/gkKIkP2EhFkg6IIaBkVFw4EQgA51W+17mqP2mOr3Z7TarXaVlu1Vdta99FaJQxRwYmCaFGGOBAQBamMALIiMyTP7w9/eY4RFMSEeb1fL/7gyf3cuROFXNzjurBw4UKZPgUCAebPn4+VK1fC3t4e9+/fx4oVK1BdXY309HSoqal15EvskYRCIU6dOoXw8HCcOnUK+vr6GDt2LM6cOQNra2vw+fwuV2RZIpGwG3mlS1CampqoqKiAnZ3dK2fD7gwMwyArKwslJSVwdXVV+HvMMAxqamrY/Fg1NTWvnOKhsbERKSkpUFNTg5OTU6tLfQzD4OGTyv8fPD1CSmkhHjfUyrTpy1GCk64RXA0GwkXPBM76JtCWY+kTabDU3sSfzxZVfnajvZ6eHrS0tNj3IDk5GVwuF2vWrMH7779PwRKAAwcOIC4uDnv37pW5/uWXX4LD4bC59kj3QQGTHP3000/YuXMnHj9+DFdXV2zevJnNpwQAc+bMQUlJiUzSyV9//RVr1qxBdnZ2i39hnz9/Hps2bcKtW7egr6+PCRMmYPXq1Qqr9dSb1dbWYu/evfjkk0/Q2NgIQ0ND9rSdh4dHlzsBBTwNnnJzc/HgwQN2I++zS1Bd8WQcwzC4e/cuHj9+DDc3tw4tzyL1fIoHLS0tGBkZwcDAoMXxvGqw1BKGYZBfU4WU0kIklxYgqbQARbXNM3dbaurARd8EznomcNE3gbmGdrsCkIqKCqSlpcHOzg6mpqavfP/znj1xFxsbi59//hkTJ06Es7MzNm7ciC+++AKrVq2iYOn/y8rKgr29Pe7cuQNHR0cAT/9AMzY2xr59+xAaGtrJIySvigKmHkQkEuHs2bMoLCyEg4NDq7WaEhMTkZaWJnNtwIABeOedd16r3+4qLS0NU6dOxZw5c7BmzRqcP38efD4fx48fh7KyMgICAhAUFAQvL68ukym7oKAAWVlZcHJygr6+PqqqqthZlKamJpklqK4Q8Elr2VVVVcHV1bVL5Barr6+XyfX0/CnFhoYGpKSkQENDQ+7pGQpqqnGttACpZYVIKyvCA2FFsza6/frDSdfof186htDu9/IgU97B0vPq6+tx4sQJHDhwABcuXICqqir+8Y9/ICgoCJMnT+7wIJhhGJw+fRq3b9+GsbExeDzeS5d4c3JycOTIkWbXly9f/topQ57l7e2N0aNHY9OmTQCe1jn97LPPUFhY2OF7Isnro4Cph6ioqMCECRNQU1MDNzc3nD17Fj4+Pjh8+PAL/+JbtWoVjh07JpNQTk9PD2vWrHmtfrujhIQEBAQE4PPPP8fHH38s85hIJEJcXBzCwsIQFRUFsVgMf39/8Hg8jBs3rtN+8T18+JA9hv/8jOOz+3dKSkpQX1/PBk/P1mrrSNITh0+ePIGrq2un1rJ7EWmup5KSEjx+/Jgt0j1gwACMGDFC4UFnRUMdbjwuZgOo2xUlMtnHpczUB7ABFNfcHjrPBFCVlZVITU1tV7HiV3H37l34+vpiyZIlmDJlCiIjIxEREYGioiJMmTIFq1evhouLi8KeX0oikSAkJATXrl1DYGAgrl27hvLycly+fPmFy5AnTpwAj8fDp59+KnN91apV7BYKeThw4AA++ugjFBQUoG/fvvDw8MAbb7yBLVu2yO05SMehgKmHeP/99xEbG4vU1FRoaGiwmZL379+PmTNntnjPqlWrcPv2bcTGxsq13+7o+vXruHXrFubPn//Sdk1NTUhISMCxY8cQFRWF2tpa+Pn5gcvlwsfHp0NmTBiGQW5uLvLz89uURPNFtdqkS1AdMVsmLfxbX1/fKScO26O2thbJycngcDgQiURsrqdnN9orWqNYjLuVpbhVLmC/nj+Jd95vLkzUnp4urKysRFpaGqytrWFmZqawcWVnZ8PX1xdz5szBhg0b2PdCWv8xIiICgYGBbTr1+7r++OMPzJ07F3fv3oWlpSUaGhowevRojBw5Evv27WvxnhMnTmD69Omor69v8XF5qaurg4mJCfbt2wd7e3s4ODi0+TQ06XooYOohjIyMsGzZMrY0CwD4+vqiX79+iIyMbPGeVatW4eLFi1i6dCk0NTXh5uYGCwuL1+63txCLxbhy5QqbZbyyshJTpkwBj8fD5MmTFbIpn2EY3Lt3D0VFRe0+WVZTU8OeHJMeIZcGT4qY9ZGmZxCJRHBxcekyy5kvI82SrqWlhaFDh4JhmGYb7aV7xXR1dTt0r1hVYz3uVJTgVrkAucIKbBg1CRwOB1VVVUhNTVV4sPTgwQNMnToV//jHP7Bp06ZO3ycXEhKCJ0+e4PTp0+y1zZs3Y82aNaiqqmoxsD1x4gSCg4OxdetWNDU1YdiwYRg/frxCxrd06VL8/fffsLOzQ1xcHJKTkxXyPETxut6OUPLKpL/In91gDgAODg7IyMh46b2lpaW4cOECfvvtN9jZ2WHdunVy6bc36NOnD8aMGYMtW7YgNzcXp0+fhrm5Of7zn//AwsICb7/9No4dOwahsPnG3vaQbpYWCAQYNWpUu4/hq6urY8iQIXB3d4eXlxf09fVRWFiIhIQEXL9+Hfn5+XL7y1taZ00sFsPV1bXbBEvJycnQ1tbG0KFDweFwoKSkBAMDAwwdOhTe3t7sxu+MjAxcunQJt27dgkAggFjcfPlM3rRUVOFpNBiLHUZh4+jJMsGSlZWVQoOlhw8fws/PDzwer0sESwCQmZkJW1tbmWu2trYQCoUoKCh44X16enpITk7GzZs3ERoaivHjx6O2tvaF7dtr0aJFiImJwd69e1udwSZdW9cuW96LxcfH4+bNmy9tM2PGDOjr67MfyM+vvevo6KC6uvqF98+cORMbN25k97OEh4cjJCQEb775JsaNG9fufnsjJSUluLu7w93dHd9++y1u3LiBsLAwbNiwAUuWLIGPjw8CAwMxbdq0dpXueDbj+KhRo+S29Ne/f3+Ym5vD3Nyc3fwsEAiQnZ0NTU1NdvNze2bLRCIRbty4ASUlJYwcObJLbDpvjTRY0tXVfWFJGSUlJejq6kJXVxd2dnbsXrGcnBzcvn1bbhmz26q6uhqpqamwtLRsVixWngoKCuDn54epU6di27ZtCguWMjMzERYW9tI2kydPxujRowE8zWz//LK09HfWkydPWrx/+PDh7P9xAFi7di2GDx+Or7/+Ghs2bHjNVyDL2dkZw4cPR0ZGBlVn6OYoYOqiBAIBMjMzX9qmoaEBANgTKc/PZFRXV7/0g87V1VXm++DgYFhaWuLMmTMYN25cu/vt7ZSUlODi4gIXFxesX78et2/fRlhYGLZt24alS5di/Pjx4PF48PPzg66ubqvBk1gsxs2bN9HQ0IBRo0YpbP+PqqoqzMzMYGZmxubfEQgEyMnJgbq6ukyJltaIRCKkpqZCWVm5QzZLy0NdXR1SUlJeGiw9j8PhQEtLC1paWrC2tmaXOx8+fIg7d+6wuZ4UtdwpFAqRmpqKIUOGKDRZaXFxMaZNm4axY8dix44dCp1ZEovFrc5wPjuTp66u3uwPuKqqKvaxljwfWJqYmCAoKAhxcXHtGXKrTE1NYW9vL9cN5aTjUcDURYWGhrY5T4e0VEZubq7M9QcPHsDGxuaVnrdfv36orKyUe7+9FYfDgZOTE5ycnPDVV18hKysLfD4fu3btwvLly+Ht7Y3AwEAEBATA0NCw2Yd0Q0MDbt26BYlE0qFLWioqKjA1NYWpqSlEIhFboiU3N5dNXmhoaAhNTc1mY5bmLOrfv3+L2bC7orq6OiQnJ0NfX7/NdQafx+FwoKGhAQ0NDVhaWrIZs4uKipCZmQktLS32fZPHsXuhUIiUlBSYm5s323soTyUlJfDz88Po0aOxa9cuhQe/Q4cOldka0Bo7Ozvk5OTIXLt37x7U1dVfKaWCkpLSC2ekXkdOTg5OnTqF+Ph4ufdNOlbX/01GWsXhcBAQEIAjR46wf3mVlJTg9OnT4HK5bLvLly/jwIED7PfZ2dky/Vy/fh1ZWVl48803X6lf0jYcDgf29vb44osvkJycjMzMTEyePBmHDx+Gra0tfH19sXPnThQUFIBhGJSUlGDMmDFITk7u1M3SysrKMDExgbOzM8aOHQsrKyv2BFliYiKys7NRWVkJhmHQ0NCA5ORkqKurd5tgSfpaDAwM2h0stUS63Dlq1CiMGTMGxsbGKCsrQ2JiIv766y88ePCg3R/Q0gLL5ubmGDJkiFzG25KysjIEBARg2LBh2LdvX6eXCGpJcHAwLly4gIcPHwJ4Ort58OBB8Hg89v9fdnY21q1bx848PZ9/Tlqoe9y4cXIdm6+vL9zd3TFjxgx4enrKtW/S8eiUXA+Rl5cHd3d3ODk5wdvbG0eOHIGmpiYuXbrELgWsWLECkZGRyMvLAwC4ubnBzs4OTk5OKCoqwp49ezBt2jQcPnyY/SuyLf2S18MwDPLz8xEeHo7w8HBcvXoVI0aMQF5eHqysrHDixAm511mTB2l9O+nJMSUlJYjFYmhpaWHkyJHdKlgyMjKCra1th6QKEIlEbKJMaa4n6czTi4oqP+vJkydITk7G4MGDYWlpqbBxVlRUwN/fH4MHD8axY8e6bCoIsViMgIAAZGRkIDg4GElJScjPz8eVK1fYDfCRkZEICgpCbm4uLCws8Pnnn+PcuXPw8vJCU1MTjh07BktLS0RHR0NPT09uY0tISICWlhalEeghKGDqQUpLS3HgwAE2I/fs2bNlgho+n4+bN2+yiSnFYjGioqKQnJyMAQMGwNPTE97e3q/cL5EfhmFw/fp1+Pv7A3haC8zZ2Rk8Hg+BgYGwtLTskglDa2pqcP36dSgrK0MkErHH7o2MjKCjo9Mlg6eamhqkpKR0aLD0PLFYzCbKfFFR5WdJZ5YGDRoEKysrhY2rqqqKXSaOiIjo8j/vEokEUVFRbKbv0NBQmf1Cd+/exaFDh2QSU96+fRsXLlyAWCzGsGHD4OPj0yV/tkjXQQETkRuJRIJ9+/bh4sWLUFdXx4wZMzB27NiX3pORkYE///wTeXl5MDc3x7x582SWGIRCIebNm9fsvg8++KBHlmjJzs6Gj48P/Pz88PPPP6OsrAyRkZHg8/m4ePEiHBwc2ODJzs6uS/yCfz7wAJ7OTkgTZYrFYjZ40tXV7RIbwGtqapCcnAwTExPY2Nh0ifdRIpGgvLycfd8AsMGTrq4uu8/K1NQUVlZWChuzUChkS4tER0d3ifI1hHQFFDARuZk9ezYuXryIjz76CAKBAN999x327t2LWbNmtdh+165d+OmnnzB9+nRYWFjg/PnzOHLkCM6fP8/uoyorK4OBgQG+//57mY2t7u7uCi370BmysrLg7e2NuXPnYuPGjTIfiAzDoLy8HFFRUQgPD8e5c+dgZWWFwMBA8Hg8ODo6dsosjnTGY+DAgbC2tm72Ic4wDKqqqthEmSKRCPr6+jAyMuq0+natjbkrYBgGlZWVbPAkEonAMAz09PQwbNgwhe0lqqmpQUhICJSUlHDy5MkXnjIjpDeigInIxfXr1zF69GhcuXIFHh4eAIAvvvgCu3fvxqNHj1r8BV9YWAgTExOZDyw/Pz+IxWK2XIs0YEpLS4Ozs3OHvJbOUlNTg7CwMMyZM6fVtpWVlYiOjkZ4eDhOnz6NQYMGscHTiBEjOiR4kub/GTx4MIYMGdJq4MEwDIRCIRs81dfXsyVaOipnkTRYUvQsjTxJlzvV1NQgEonY902arkBe71tdXR1CQ0PR2NiImJgYNkcRIeQpCpiIXKxZswa//fabTGbd9PR0ODs7IykpiU0y15rFixfjxo0bSEpKAvC/gOmtt96CiooKrK2tMXfuXIUm6OtuhEIhTp06BT6fj5iYGOjr64PL5SIoKAhubm4KCZ6kmaWHDBnS7iPt0vp2AoEANTU10NXVZUu0KGKDsXSztJmZWZfdC/Y86aZ0Y2Njdunw2bqA0tI20qW79u41qq+vx8yZM1FVVYXTp0+3Wp+QkN6IAiYiF3PmzEF2djauXr3KXquoqICuri7++OMPzJgxo9U+iouL4ejoiGXLlmHt2rUAngZM7u7uWLBgAQwNDREdHY2zZ88iJiamxQ3qvV1tbS1iY2PB5/Nx8uRJaGpqgsvlgsfjwd3dXS5LYBUVFbhx4wasrKzkFrjW1taywZNQKJRLEPAsac4iMzMzhW6WlifpniVDQ8MXbkqX5noqKSlBVVVVu3I9NTY2YtasWSguLsbZs2eho6Mj75dCSI9AARNpUXl5Od59992XtnnzzTexYsUKAE/LtJSWluL8+fPs4yKRCCoqKti7dy/mzp370r5qa2vh4+ODuro6XLlyhf1lLxKJ0NjYKLOXIjQ0FJmZmbh161b7XlwvUV9fj7Nnz4LP5+P48ePo168fAgICEBQUBC8vr3btg3n8+DHS09Nha2ursD1k9fX1bPDU3iDgWdJgSdHH8OVJGiwZGBi0eXN/Q0MDm66gvLwcGhoa7Pumrq7eYh8ikQhz5sxBbm4uLly4INcj9YT0NF0vCxnpEvr379/qrNCzRT61tLSaJcJ8/PgxgOa16J5XV1cHLpeLqqoqxMXFyXwoKisrN9ujwePxMHv2bNTW1lKJlpdQVVVFQEAAAgIC0NjYiLi4OHaPFMMw8Pf3B4/Hw9ixY9u0BFZaWopbt27B3t4eAwcOVOi4Bw8ejMGDB6OhoYGdQbl37x40NTVlgoDWVFdXIyUlBRYWFgpN8ChP7QmWgKdZ+gcNGoRBgwax2dlLSkqQm5vL5nrq27cvzM3NoaSkhKamJixcuBA5OTkULBHSBjTDRORi+/bt+OSTT1BWVsYeQz5z5gymTJmCnJycFy6D1NfXg8vl4tGjR4iLi4ORkVGrz7Vjxw4sX74cNTU1dOS5HZqamhAfH4+wsDBERkairq4O/v7+CAwMxIQJE1p8TwsKCpCZmYlhw4a16d9IEaT17aQJH9XV1WFoaAgjI6MWZ1Dksc+qo0mL/+rp6ckt6/izuZ6WL1+O3NxcTJw4EQKBAEVFRbh48SKMjY3lMHpCejYKmIhcFBUVwcrKChs2bMC//vUvSCQS+Pn5oaqqCleuXAHw9GTXwoUL2RxKDQ0NbLB04cKFFj+Iz507B3t7e3b5R1ouxMrKCqdOnerQ19gTicViJCYmgs/nIyIiAlVVVZg6dSp4PB4mTZoENTU17Nq1C1u3bsWZM2cUOrP0KpqamtjgSRqkP5stW3qCz9LSUqFFaeVJGiy9SvHf9jxHdHQ0vvrqK+Tn50NbWxtBQUEIDg7GxIkTOzxBZVlZGfbu3Yvjx49jzJgx+Oabb1q9p7KyEhs3bkRSUhK0tbUxf/58BAQEdMBoSW9HS3JELkxMTLB7924sWrQIR48eRVlZGRoaGnD69Gm2TX19Pfh8PqZPnw4AWL9+Pc6cOQNvb28sXbqUbaejo4Ndu3YBeFoEdurUqVBXV8eAAQNw7do1eHh4YPfu3R37AnuoPn36wNvbG97e3vjxxx9x7do1hIWFYfXq1Vi0aBGsra2RkZGB7du3d5lgCQD69u0LExMTmJiYyMygpKSkoE+fPhCJRBg0aFC3OU1ZX1+PlJQUhQZLwNOfp8TERABPC9QWFBQgPDwc7733HioqKuDn54d9+/Z1SOCUl5cHLy8vzJgxA2KxuNmSfkuamprg4+MDZWVlfPbZZ8jKykJwcDAOHjzYpoMlhLwOmmEiclVWVoZr165BTU0Nnp6eMntjGhoaEB0dzSadTE9Px71795r1oaqqypYGAZ7+kkxPT0dZWRmsra27zSmn7kwikWD16tXYvHkz9PX1UV5eDh8fH/B4PEybNq1NNc86Q3l5OdLS0qChoYG6ujpwOBx22U5bW7tLlmiRFizW1taGo6Ojwt5XiUSCTz/9FMePH0dcXJzMzxHDMEhLS8OlS5fwwQcfKOT5n9fQ0ADg6d4rHo+Hvn37Iiws7KX3/PHHH5g9ezYePXrELiOuWLECUVFRyM3NVfiYSe9GARPplgQCAdatW4e0tDQYGBhgyZIlmDJlymvf055+e6ItW7bgyy+/xKlTp+Dp6Ynbt2/j2LFjiIiIQHZ2NiZMmIDAwED4+/tDR0enSwRPFRUVSEtLg42NDczMzCCRSGRKtDAMI1OipSsETw0NDUhJScGAAQMwdOhQhQZL//nPf/Dnn38iLi6OLWHTVbQ1YFq4cCHu3Lkjk74kLi4OEyZMeOleSULkofN/YxDyimprazFmzBhkZmZi9erVGDVqFPz8/BAdHf1a97Sn357ohx9+wNq1a9lq7hwOB05OTli7di1u3ryJGzduwNPTE7/99hssLS0RGBiI3bt3s0FJZ5AGS7a2tuzpTSUlJejp6cHBwQHe3t4YMWIE+vbti7t37+LSpUu4ffs2W+uuMzQ2NnZIsMQwDNavX4/Dhw/j7NmzXS5YehUPHz5stjQs/f7hw4edMSTSi9AME+l2duzYgY8++gjFxcVs+Yb58+cjJSUF6enp7b6nPf32RImJidDQ0MCIESNe2o5hGNy/fx98Ph/h4eFITU2Fp6cnAgMDweVym5W9UZTy8nLcuHGjzbmhGIZBdXU1m+upsbER+vr6MDQ0hL6+vsLqtD1LGixpaGhg2LBhCg2WvvvuO+zYsQMXLlyAk5OTQp4HADIzM1vNtzZjxgw2d9uz2jrDNG7cOAwcOBCHDx9mr+Xn58Pc3ByxsbG9cjaYdBwKmEi3ExISgtraWsTExLDXIiIiEBwcjNLSUujr67frnvb0S55iGAb5+fls8PTXX39h9OjRCAwMRGBgIMzMzBQSFEgTadrZ2cHU1LRd437y5AkEAgFKSkpQV1cnU6JFEfXtpMGSuro6hg0bprClQYZhsGXLFmzevBnnz5/HyJEjFfI8UjU1Na0mkzUxMWnx1GJbA6bg4GA2m71UWloaXFxccP36dbi5ubVv8IS0AZ2SI91Ofn4+hg8fLnNNOi2fn5/fYmDTlnva0y95isPhwNzcHB9++CE++OADFBYWIjw8HOHh4Vi9ejWcnZ3B4/EQGBjYpkK9bSENll4nkSaHw4GmpiY0NTVhbW2NmpoaCAQC5OfnIyMjA7q6umy6AnnUtxOJREhNTYWamprCg6Xt27dj06ZNOH36tMKDJQBQV1eHu7u7Qp/DxcUF27Ztg0QiYd+7pKQk9OvXDw4ODgp9bkJoDxPpdkQiUbNjz8+WUmnvPe3plzTH4XBgamqK5cuX48KFC/j777+xYMECXLp0CS4uLvDy8sJ3332HrKysdu95KisrQ3p6OhwcHOSa7kBdXR2WlpZwd3eHp6cndHV1UVhYiPj4eCQnJyM/Px/19fXt6lskEiElJQX9+/eHk5OTQoOlXbt2Yf369Th58mSbC193Rffu3YO7uztSU1MBALNmzUJ1dTV27NgB4GlOpq1bt2LGjBltyvxOyOugGSbS7ejp6bFlV6TKysrYx9p7T3v6JS/H4XBgbGyMJUuWYPHixSgvL0dUVBT4fD42bNgAGxsbBAYGgsfjwcHBoU1BhDRYcnR0hImJicLGrqamBgsLC1hYWLD17UpKSpCdnY0BAwaw6QraUt9OGiypqqoqPFjav38//vOf/+DEiRPw9PRUyPPIy4QJE1BbW4vs7GxwOBy4u7tDW1ubXXKrqalBUlISqqurAQAWFhb473//i4ULF+LHH3+EQCDAG2+8ga1bt3bmyyC9BAVMpNtxcXFBeHi4zDVp1t8X1Qtryz3t6Ze0HYfDgZ6eHubPn4958+ahqqoK0dHR4PP5+PHHH2FmZgYul4ugoCAMHz68xaCipKQEt27dwtChQzu0nMez9e0aGxvZ4CknJ4ctcist0fI86TJcv379Xvi65IFhGBw+fBiffPIJoqKi4O3trZDnkadvv/222SnFZ/eN2dra4urVq3B0dGSvTZ8+HX5+fsjKyoK2tna3KXtDuj/a9E26nYyMDAwfPhy///475s6di+LiYowePRrTp0/HDz/8AABISUnB4sWLcfjwYdja2rbpnra0IYohFApx8uRJ8Pl8xMTEwNDQkA2eXF1doaSkhEOHDuHnn39GeHi4QmeWXoVIJJKpb9e/f382eNLQ0IBYLEZqaiqUlZUxYsQIhQZLx44dw7JlyxAWFoapU6cq5HkI6c0oYCLd0sGDB7F06VLo6emhqKgI06ZNw6FDh9jlkYsXL2L8+PFIS0uDs7Nzm+5paxuiWDU1NYiNjQWfz8fJkyehpaUFW1tbxMfHY+vWrZgzZ05nD7FFTU1NbImWsrIyqKioQCwWQ1VVFa6urgpNVxAZGYlFixbhyJEjVFeNEAWhgIl0W3V1dbh//z709PSazTgIhUJkZWVh6NChMsHOy+55lTakY9TV1WHNmjXYtGkTVFVVMWDAAAQEBCAoKAienp4dkjOpPaTlTpqamiCRSNCnTx+ZEi3yTLFw4sQJzJs3DwcPHkRwcLDc+iWEyKKAiZB2amhowObNm3HmzBmoqKggJCQE77777ks/DC9evIiDBw8iJycHgwYNwvz58zFx4kT2cbFYjDfeeKPZfZ9//nmv/DA8duwY5s6diyNHjmDKlCm4cOEC+Hw+IiMjweFw4O/vDx6PB29vb7kc+5cH6TKckpISnJ2dweFwUF5eDoFAgNLSUnA4HLZEi46Ozmst050+fRqzZs3Cnj178NZbb8nxVRBCnkcBEyHtNH36dKSnp+O7776DUCjEv/71Lyxbtgxff/11i+137dqFw4cP45133oGlpSWuXr2Kf//73/j999/ZZaampiYoKyvjl19+gaurK3uvubk5DAwMOuR1dRV//vkn5s+fj2PHjmHatGkyjzU1NSE+Ph7Hjh1DZGQkGhoa4O/vj8DAQEyYMKFZeoiOIhaLkZaWBg6HA2dnZ/Tp00fmcYlEgsrKSjZRprS+naGhIfT09F4peIqLi8Nbb72FnTt3YtasWV2inh8hPRkFTIS0Q2pqKlxdXZGYmMge3f7tt9/w/vvvo7i4GNra2s3uqa2thZqamsy1xYsX49q1a0hLSwPwv4ApLi4O48aNU/TL6NLCw8OhpqbW6gZmsViMxMREhIWFITIyEtXV1Zg6dSp4PB58fHyaveeKIhaLcePGDTAMg5EjRzYLlp7HMAyqqqrY4EkkErHBk76+/kvvT0hIwPTp07F161bMmzePgiVCOgAFTIS0w/fff4+NGzeirKyM/bAqKirCwIEDER0dDX9//zb188EHH+Ds2bO4ffs2gP8FTB4eHujTpw+GDBmChQsXdosj4l2BRCJBUlISwsLCEBERgdLSUkyePBk8Hg9TpkyBhoaGQp5XGixJJBK4uLi0Giw979n6diUlJaivr2fr2xkYGMjs1bp69SqCgoLw7bffYsmSJRQsEdJBKNM3Ie2Qn58PY2NjmQ8rY2Nj9OnTB/n5+W3q49GjR9i3b1+zvUmurq547733sGbNGgwcOBA+Pj7Yu3evXMffUykpKcHDwwObN29GTk4O4uLiYGNjg6+//hoWFhaYMWMG/vjjD1RVVbU7y/jzxGIx0tPTIZFI2jSz1BIOhwMtLS3Y2NjA09MTo0ePhoaGBvLy8rBq1SpMmjQJ27ZtQ2xsLEJCQrBu3ToKlgjpYF3ziAkhXVxLZVQ4HA5UVFTaVEalqqoKXC4XDg4O+OKLL9jrffv2xdWrV9nkfRMmTIBYLMaqVaswb948+b6IHk5JSQlubm5wc3PDN998g9u3byMsLAw//vgj/vnPf2LixIkIDAyEn58fdHR02hV8SCQSpKeno6mpCS4uLnI5tfdsfTsrKytoaWnh0KFD+OWXX/Dw4UPY2NhAWVkZAoGgQ5N3PksgEGD37t24evUqFi1aBC6X+9L2MTEx2L59e7Prx48fV1huKkLkjf6nEtIOLZVRqa2tRV1dXatlVIRCIaZOnYo+ffrg1KlTzQKvZzMdA8DEiRNRXl6OgoIC+Qy+F1JSUsLw4cOxdu1a3Lp1Czdu3ICHhwd++eUXWFpagsfjYc+ePSgtLW3zzJMigqWWODo6YsaMGRAKhVi5ciWWLFmCQ4cOYdCgQfD29saWLVvYEj4d4fjx43Bzc0N1dTUuXbqEBw8etHrPw4cPkZqaiiVLlsh80QwZ6U4oYCKkHVxcXPDo0SMUFxez15KSktjHXkQaLIlEIpw9e7bFzeHPKywsBIfD6bDNyz0dh8OBg4MD/v3vfyM1NRUZGRmYOHEiDhw4AGtra/j5+eHXX39FUVHRC4MnabDU2NiIkSNHKjQf1N27dxEQEIBly5bh+++/x4cffojLly/j77//xowZMxAdHY3CwkKFPf/zPDw8cP/+fWzcuPGVUjmoqanB399f5osCJtKdUMBESDtMmzYNxsbGWLNmDYCnS3Tr16+Hh4cHW/eqsbERbm5ubH26J0+ewNfXFw0NDS8Mlk6cOIGEhAT2+5ycHKxfvx6+vr7Q0dFR/AvrZTgcDqytrfHpp58iKSkJ9+7dQ0BAAPh8Puzt7TF58mT8/PPP+Pvvv9ngqaGhAXPnzkV+fj5cXFyazQjKU3Z2Nvz9/bFgwQJ89dVXMgGGiYkJ/vnPf+L8+fMYPny4wsbwPAMDg3blvHr8+DHefvttvPPOO9iyZQvq6uoUMDpCFIcCJkLaoX///ggPD0dMTAyMjY1hYGCAx48f4/Dhw2wbiUSClJQUlJSUAAC2bduGxMRECIVCTJo0id1f4+Xlxd5ja2uLdevWwcDAAHZ2dhg6dCi8vLxw4MCBDn+NvQ2Hw4GFhQVWrlyJhIQE5Obm4q233sKpU6cwbNgwjB8/Ht9//z18fX2Rnp4ODw8PhQZLDx48gL+/P2bOnIn169d369kYDoeD8ePHY9KkSfD09MTvv/8OZ2dnVFdXd/bQCGkzSitAupXr16+jsbFRJsh49OgRbty4AR8fH6iqqnboeCQSCbKysqCiogIrKyuZxxiGQUpKCpt0srCwsMWlEyUlpWbLeBUVFRAIBLCwsOjw10RkMQwDgUAAPp+PtWvXoqSkBEOHDkVoaCgCAwNhY2Mj92Dm4cOHmDp1KgICArBt2zaFbow+fvw4fvvtt5e2+eyzz2R+5qT09fWxevVqrFix4qX3V1dXY8CAAez3lZWVsLW1xZIlS7B27dp2jZuQjkan5Ei3UlNTg0mTJuHcuXMYO3YsGhsbERAQAAcHhzbnPpInJSUlODg4tPgYh8OBm5sb+/3AgQMxcODANvWro6PT5iW4kpISbN++HTk5ObCwsMB7772HQYMGvbD92bNn8euvvza7fvToUZkP5lftt6ficDjQ19dHfHw8jIyMEB8fj8uXL4PP5+Obb76Bra0tAgMDwePx4ODg8NrBU0FBAaZNm4apU6cqPFgCACcnJyxZsuSlbZ7/Y+BVPRssAYC2tjbefPNNpKSkvFa/hHQkCphItzJu3DisXLkSs2fPRnp6OtatW4fy8nLs3Lmzs4fWKUpLS+Hm5gZ7e3uEhobi+PHjcHV1RXJyMszMzFq85/79+0hMTMRPP/0kc/3ZD/r29NtTNTU14Z133kFGRgYuXLjALpfOnz8fVVVVOH78OPh8PjZv3gxzc3NwuVwEBQXBycnplYOd4uJiTJs2DePGjcOOHTs65Mj9kCFDMGTIEIU/z/MqKiqgpaXV4c9LSLsxhHQzjY2NjKurKzNq1Cimb9++zKVLlzp7SJ3m448/ZiwsLJiGhgaGYRhGJBIxjo6OzOLFi194z86dOxkrKyu599tTZWVlMV5eXoxAIHhpu6qqKubw4cNMSEgIo66uzlhaWjIrVqxgLl26xAiFQqampualX7m5uYy9vT3zf//3f0xTU1MHvbrXo6enx/z444/Nrp84cYLx8/NjxGIxwzAMs2fPHqauro59PCoqiuFwOMz+/fs7aqiEvDaaYSLdjrKyMjZs2IDJkydj9uzZvbpsyKlTp8DlctlTS3379kVwcDD279//0vvKy8uxYMEC9OnTBy4uLpg3b55MPqj29tsT2draIiEhodWltgEDBmDmzJmYOXMmampqEBMTg/DwcAQEBEBbWxtcLheBgYF44403mmUDLysrQ0BAAJycnLB///52ZQvvKLm5uVi+fDmAp3uTdu3ahXPnzsHDw4NNwpqbm4uTJ09CIpFASUkJlZWVsLGxgYWFBYRCIe7du4e1a9finXfe6cyXQsgroU3fpNsRi8UYM2YMW7Q0LS0N1tbWnT2sTqGuro61a9di5cqV7LVdu3bh3XffhUgkajE/0C+//ILjx4+Dy+Wivr4eO3bsQL9+/fDXX39BXV293f2SltXV1eHs2bPg8/mIjo6GqqoquFwueDwePD09IRQK4e/vD3Nzcxw9erRdR/Y7UnV1NeLj45tdNzY2Zvfs5eXl4fbt2/Dz82MDzZqaGqSnp0NZWRl2dnbN9jUR0tXRbz3S7Xz99dfIy8vDzZs3sWDBAsyaNQuXL1/ulR/iDQ0NzRJaSgvM1tfXt1hs9q233pLZ5Dt79mzY2dlh06ZN+PLLL9vdL2lZ//79weVyweVy0djYiPPnz4PP52P27NlgGAYcDgeurq74888/u3ywBDydSWvtgIWFhQUsLCxkrqmrq8PT01OBIyNEsSgPE+lWrl69im+++Qb79u2Dvr4+du/ejYcPH+Lrr7/u7KF1Ci0tLVRUVMhce/z4MZSVldnZouc9f/pOT08PY8aMwfXr11+rX9I6FRUV+Pr64vfff0dRURH27t0LKysrRERENCuRQwjpWihgIt3KkSNHsHbtWkyePBnA0zww//3vf5Geng6BQNDJo+t4w4cPx82bN2Wu3bx5E8OGDXul4+1VVVUy+2bk1S95sb59+yIgIAB//fUX+vfv39nDIYS0ggIm0q1s3boVn376qcy1iRMnIjIyEkZGRp00qs4za9YsnDhxAtnZ2QCeJjwMCwvDrFmz2DaxsbGYPn06JBIJAODw4cNobGxkHz99+jQuXbqEwMDAV+qXEEJ6k9636YOQHmTevHmIj4/HqFGj4ObmhrS0NIwbN449xQQ8rUfH5/PZE0v5+fmwtbWFjY0NhEIh0tPT8dlnn2HevHmv1C8hhPQmdEqOkB4gIyMD9+/fh7m5ebNCrPfv30daWhpCQkLY5bTKykqkpqZCWVkZjo6O0NPTe+V+CSGkN6GAiRAiFwzD4PLly2wplbFjx740U3VUVBSKioqaXTc0NERwcDCApwFbS0fYFy9eTHupCCEdipbkCCGvTSQSITg4GMnJyfD29saVK1dgbW2NU6dOvXBD871795CTkyNzbc+ePQgKCmIDpvj4eHzyySeYOXOmTDvpcXxCCOkoFDARQl7br7/+ioSEBNy6dQtmZmYQCAQYPnw4fvjhBzb78/NWrVol8/2VK1fw66+/YuHChTLXDQwM8Msvvyhs7L1JRUUFcnJyYGpq2uZC0CKRCDdv3kTfvn3bVR+PkJ6C/ucTQl7bkSNHwOVy2cK8RkZGCA0NxZEjR9rcx+7duzFkyBD4+PjIXK+vr8cff/yBo0ePsqf2yKu5d+8euFwubGxssHTpUjg4OGDKlCkoKyt76X2JiYkYPHgwQkND4evrC3t7e2RmZnbQqAnpWihgIoS8tjt37sDR0VHmmqOjIzIzM9l0Bi/z5MkTHD16FAsWLGi21FZfXw8+n48DBw7AyckJ7733nlzH3hvk5uZi0aJFKCsrw7Vr15CXl4fCwkIsW7bshffU1tYiNDQUoaGhePDgAR49egR7e/tmy6OE9Ba0JEcIeW3V1dXQ1taWuaajo4OmpibU1ta2Wkrlzz//RF1dnUxqAwDw8vLCgwcP2LpjSUlJGDNmDEaPHt2sLXkxaaJXKR0dHUyfPh27d+9+4T2xsbEoLi7G559/DgBQUlLCZ599Bk9PT6SlpWHkyJEKHTMhXQ3NMBFCXlv//v0hFAplrlVXV4PD4UBVVbXV+3fv3g0/P79m+2qcnJxkirS+8cYbGD9+PGJjY+Uz8F7s2rVrsLGxeeHjaWlpMDU1hbGxMXvN1dWVfYyQ3oZmmAghr83Gxga5ubky13Jzc2FhYdFqUeS7d+/i6tWriI6ObtNzqaqqNqtz19tIJJIW0y08S0dHByNGjGjxsf379yM2Nhbnz59/4f0VFRXQ1dWVuaaiogJNTc1e//6T3okCJkLIa+Nyudi9eze+//57qKuro6GhAWFhYeByuWybO3fuICEhoVkOpd9//x2mpqbw9fVt1u/9+/dhZWXFfl9YWIhLly5hxYoVCn09XV1TUxO++uqrl7ZxdXXF5s2bm12Pjo7Gu+++i59//hnjxo174f0qKiqoq6trdr2+vh4qKiqvOmRCuj0KmAghr+3DDz/E0aNHMWHCBPB4PMTExKCpqYnd/wIAcXFxWL58ORYuXMjOOolEIhw8eBBLliyRKf4rtWrVKigpKWH06NEQCoXYs2cPHB0d8eGHH3bYa+uKVFRUcPHixVe+7+TJkwgNDcWmTZta3Txvbm6O4uJiiMVi9t9GIBBAJBLB3Ny8PcMmpFujPUyEkNempaWFa9eu4e2330ZxcTF4PB7S0tJgaGjIthk2bBgWL14sk8cnLy8PwcHBWLRoUYv9RkREYOHChaiqqkKfPn2wc+dOJCYmyuxrIm0TExODkJAQfPfddy3WBGQYBhcvXkRBQQEAYNKkSRAKhTKBWWRkJPr16wdvb++OGjYhXQaVRiGE9EgSiQQMw7Q4c9XbJCQkYNKkSQgMDJSZWeJwOBg7diyAp8t8ysrK+Omnn9h0A/PmzcO5c+ewfv161NbW4uOPP8bKlSvx5ZdfdsrrIKQz0QwTIaRHSU5OxoIFC6ChoQE7O7s23VNcXIygoCCoqalBU1MTs2fPRlVV1Su36ary8vLg7u4OgUCAr776iv1au3Yt20YaPJmamrLXdu3ahY8//hhHjx5FbGwstm/fTsES6bVohokQ0qOMGTMGc+bMQVZWFiIiIprVq3sewzDw8PCAqqoqDh06hPr6egQFBWHIkCGIiopqcxtCSM9Gm74JIT1KQkICALR6ikzq8uXLSEpKws2bN9nZlW+//RbTpk1DTk4OrK2t29SGENKz0ZIcIaRXu3LlCnR0dODk5MRemzBhAvtYW9sQQno2CpgIIb2aQCCAgYGBzLV+/fphwIABEAgEbW5DCOnZKGAihJAWSCSSZoWA29OGENIzUMBECOnVTExMUFJSInOtvr4eT548YeuotaUNIaRno4CJENLrNDU1QXpA2MvLC5WVlbhx4wb7uLTGmqenZ5vbEEJ6NgqYCCE9ilgsRlNTEyQSCYCnwVFTU5NMG2VlZWzduhUA4OHhAS8vLyxduhT379/HnTt38NFHHyEkJASWlpZtbkMI6dkoYCKE9CgTJ06EqqoqvvnmG+Tl5UFVVRWqqqpsyQ8A6NOnD1uihcPhICIiAmZmZnB1dcXYsWPh6emJvXv3su3b0oYQ0rNR4kpCCCGEkFbQDBMhhBBCSCsoYCKEEEIIaQUFTIQQQgghraCAiRBCCCGkFRQwEUIIIYS0ggImQgghhJBWUMBECCGEENIKCpgIIYQQQlpBARMhhBBCSCsoYCKEEEIIaQUFTIQQQgghraCAiRBCCCGkFRQwEUIIIYS0ggImQgghhJBWUMBECCGEENIKCpgIIYQQQlrx/wAanruAAAEbQAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(9, 7))\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "# Plot the surface\n", "ax.plot_surface(X, Y, Z, cmap='viridis', alpha=0.7) # alpha sets transparency\n", "\n", "# Add contour lines on the 'floor' of the plot\n", "ax.contour(X, Y, Z, zdir='z', offset=np.min(Z), levels=15, cmap='viridis')\n", "\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z');" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.savefig(\"3d_plot_with_contour\", dpi=300)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.4" } }, "nbformat": 4, "nbformat_minor": 4 }