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diff --git a/logo/Logo_Elements/3d_backdrop/logo_backdrop_matplotlib.ipynb b/logo/Logo_Elements/3d_backdrop/logo_backdrop_matplotlib.ipynb
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+{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"logo.ipynb","provenance":[],"collapsed_sections":[],"authorship_tag":"ABX9TyNOdUbY3r7qqTfVf7FMU06G"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","metadata":{"id":"85WgcdyOj7eg"},"source":["from mpl_toolkits.mplot3d import Axes3D\n","from mpl_toolkits.mplot3d import proj3d\n","from mpl_toolkits.mplot3d import art3d\n","import matplotlib"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"TE8qSKQrkDpP"},"source":["fig = matplotlib.figure.Figure(figsize=(16,16))\n","ax = fig.add_subplot(111, projection='3d')\n","\n","# Set angle\n","ax.azim=65\n","ax.elev=10.5\n","\n","# Remove axes labels\n","ax.set_axis_off()"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"6GKBHMjltlXQ"},"source":["def addrect(x, y, length, height, z, zdir, color, alpha):\n"," rect = matplotlib.patches.Rectangle((x, y), length, height)\n"," ax.add_patch(rect)\n"," art3d.patch_2d_to_3d(rect, z=z, zdir=zdir)\n"," rect.set_facecolor(color)\n"," rect.set_alpha(alpha)\n","\n","def addline(startx, endx, starty, endy, z, zdir, color='grey', alpha=1, **kwargs):\n"," line = matplotlib.lines.Line2D([startx, endx], [starty, endy], color=color, alpha=alpha, zorder=.1, **kwargs)\n"," ax.add_line(line)\n"," art3d.line_2d_to_3d(line, zs=z, zdir=zdir)\n"," line.set_alpha(1)\n","\n"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":901},"id":"Cxw9Aqoowk97","executionInfo":{"status":"ok","timestamp":1635200755929,"user_tz":420,"elapsed":230,"user":{"displayName":"Henry Kaplan","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GivVtF83dJqeC6ibEExwuUOMLCPf90iHkSgW2O47A=s64","userId":"00884883390244725230"}},"outputId":"823ec6e7-aec1-4e0a-81b5-7fc78000aa63"},"source":["# Add background\n","addrect(0, 0, 1, 1, 0, 'x', 'lightgrey', .25)\n","addrect(0, 0, 1, 1, 0, 'y', 'lightgrey', .25)\n","addrect(0, 0, 1, 1, 0, 'z', 'lightgrey', .25)\n","\n","# Add background grid\n","numberoflines = 6 \n","for direction in ['x', 'y', 'z']:\n"," for linenumber in range(numberoflines):\n"," lspot = linenumber / (numberoflines - 1)\n"," addline(lspot, lspot, 0.0001, 1, 0, direction, color='lightgrey')\n"," addline(0.0001, 1, lspot, lspot, 0, direction, color='lightgrey')\n","\n","\n","# Add spines\n","addline(0, 0, 0, 1, 0, 'x', color='darkgrey', linewidth = 3)\n","addline(0, 1, 0, 0, 0, 'x', color='darkgrey', linewidth = 3)\n","addline(0, 1, 0, 0, 0, 'y', color='darkgrey', linewidth = 3)\n","\n","# # Add arrows\n","# arrowheadtobodyratio = .05\n","# arrowkwargs = {\n","# \"length\": (1 + (1.25 *arrowheadtobodyratio)),\n","# \"arrow_length_ratio\": arrowheadtobodyratio,\n","# \"color\": \"black\"\n","# }\n","# ax.quiver3D(0,0,0,0,0,1, **arrowkwargs)\n","# ax.quiver3D(0,0,0,0,1,0, **arrowkwargs)\n","# ax.quiver3D(0,0,0,1,0,0, **arrowkwargs)\n","\n","fig"],"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"image/png":"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\n","text/plain":[""]},"metadata":{},"execution_count":4}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":901},"id":"82ojjs7Cwr6z","executionInfo":{"status":"ok","timestamp":1635200756630,"user_tz":420,"elapsed":431,"user":{"displayName":"Henry Kaplan","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GivVtF83dJqeC6ibEExwuUOMLCPf90iHkSgW2O47A=s64","userId":"00884883390244725230"}},"outputId":"71b87a5e-fd1a-4b50-ce92-f44c1b573fb3"},"source":["stepout=.125\n","squaresize = 1 - stepout\n","darkredhex = '#800016'\n","\n","# center line\n","addline(1, 1, stepout, 1, 1, 'x', color=darkredhex)\n","\n","#backleft\n","addline(stepout, stepout, stepout, 1, 1, 'x', color=darkredhex)\n","#topleft\n","addline(1, stepout, 1, 1, 1, 'x', color=darkredhex)\n","#bottomleft\n","addline(1, stepout, stepout, stepout, 1, 'x', color=darkredhex)\n","\n","#backright\n","addline(stepout, stepout, stepout, 1, 1, 'y', color=darkredhex)\n","#topright\n","addline(1, stepout, 1, 1, 1, 'y', color=darkredhex)\n","#bottomright\n","addline(1, stepout, stepout, stepout, 1, 'y', color=darkredhex)\n","\n","fig\n"],"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"image/png":"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\n","text/plain":[""]},"metadata":{},"execution_count":5}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":901},"id":"tBq0OLHqi7TY","executionInfo":{"status":"ok","timestamp":1635200778815,"user_tz":420,"elapsed":578,"user":{"displayName":"Henry Kaplan","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GivVtF83dJqeC6ibEExwuUOMLCPf90iHkSgW2O47A=s64","userId":"00884883390244725230"}},"outputId":"cb969e3e-6f1b-4ced-e243-96226b3368be"},"source":["# Add grid lines for left pane\n","numpslines = 8\n","\n","#left\n","for ps in range(numpslines):\n"," psloc = stepout + (squaresize * (ps / (numpslines-1)))\n"," #left vertical\n"," addline(psloc, psloc, stepout, 1, 1, 'x', color=darkredhex)\n"," #left horizontal\n"," addline(stepout, 1, psloc, psloc, 1, 'x', color=darkredhex)\n","\n","fig"],"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAA4sAAAN0CAYAAAAd172vAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzdeXQc533m+6eq0d3oBkAQJEGCGwhwEylBIrWYpEWIEiHZkhXbkmNLsj2K7CT2TOxJnIzPuWeWe+bcbSbJ3JubxHbsXNvy2HGs2LKkyEq0eSFIidBC0aa1U5ZIAqRIiTTFHRsBdNf9o1GNbhSWbqDeRlXj+zmHhxQhVhWbhap66ve+v9dyHEcAAAAAAOSyZ/oAAAAAAADBQ1gEAAAAAHgQFgEAAAAAHoRFAAAAAIAHYREAAAAA4EFYBAAAAAB4VEzyddbVAAAAAIDyZY33BSqLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwICwCAAAAADwIiwAAAAAAD8IiAAAAAMCDsAgAAAAA8CAsAgAAAAA8CIsAAAAAAA/CIgAAAADAg7AIAAAAAPAgLAIAAAAAPAiLAAAAAAAPwiIAAAAAwIOwCAAAAADwqJjpAwAAACiVVCqloaEhWZYl27ZVUcGjEACMhyskAAAoW47jKJ1OK51OK5VK6ejRo9q3b58kaenSpdq6desMHyEABBdhEQAABJLjOEqlUtmgV8jPQ0NDeb/nOE7eNs+fP69oNCrHcdTd3a2DBw+qurpaVVVVSiaTsm1m6ACAi7AIAAB85ThOwUFv9K9z/7tQtm3n/YhEIopGo57fd792+vRpOY6jqqoqpVIpnTx5UidPnpQkJRIJwiMADCMsAgCALHfYZjFBb2hoKO9r6XS6oH258wZt287+enTIsyxLkUgk79ej/1wxenp6sr+OxWJasmSJ0um0Ll68qL6+PvX39xMeAWAYYREAgDKROzev0J9HB73RwzbHM1Z4q6ioGPP3Rwc898dMGOvvZ9u2EomEEomEJBEeAWAYYREAgBk2ugnLWD8PDg6qp6dH0WhUlmWNGfQKNTq8VVRUKBqNjhvqRv8otpoXVOP9PQiPAJBBWAQAYBpMNGGZyMDAQN6wzFgsNm7AGz2Es5yCXikRHgHMVoRFAMCsNJ0mLLm/LlQxTVhGhz3LsjQ4OKh3331XCxYsUDKZNPjJlLdigvl4CI8AZgvCIgAgdIppwjLe3LzpNGGpqKhQLBYbM9SNNUfPj2oeFcHgIjwCKFeERQBASQW1Cct4P4BiFRMeKysr88JjJBKZyUMHgDyERQBAQQppwjI64PX29mYffmnCgqAp1TkyWXh877339N5770nKD4+JRCJ7vgPATCAsAsAsUMomLLmNVNLptCKRSEFNWPwetgmMxY85i9NVTHiMx+Oqqamh8ghgRhAWASDAgtqEZawum6OHbaZSKb399tuaM2eOampqTHw8wJQF6YXEWOHxzJkzunDhghzHGbfySHgEYBphEQAMmY1NWIAwCeo5b9u2otGoJGnRokWybVv9/f3ZH4RHAKVCWASAMdCEBShPQRiGWizLsvIqj47jEB4BlARhEUBZKbYJi/vzxYsXNTQ0JNu2jTdhGT2EEwBGmyjUEh4BlAphEUBgTLUJS+7cvGKbsIwegul2H6QJC1DeHMcJxfdwIcdIeARgCmERwLTNdBOW3GGbxTZhcXV3d+u9995TXV2dKiq4NPopjMP+UL5mw/lIeATgF56IgFku6E1YSr123mx4kAQwuxAeAUwVYREIMZqwAACKRXgEUCjCIjADptqEZWhoSBcvXpRlWUVVwGjCAgDhVIrrL+ERwHgIi0CRgtCEJRqNqrKykiYsADANXB/HVkx4jMfjisViqqys1IIFCwiPQJkhLGLWmIkmLLnVucmasIxV4Rvr73D48GElk0nNnTvXz48HAGYF5iUXb7LweOHCBV24cEEnT55UPB7PVh6rqqoIj0DIERYRCjRhGTk2mOF+tjxIIqg4N2eXIP97jw6Px44dy/5ef3+/Tp06pVOnTkkS4REIOcIijAtLExb36wAQZLw08k8YPsswHKOUmRtfV1cnyVt5JDwC4UVYhK96e3t16NAhRSKRbDWwUNNpwuJ+fbYI8htnAAgyrp/mjTVs9eLFi4RHIIQIi/CV+wbUtm3F4/GCAh5NWAAApcZ9x18TfZ6WZamyslKVlZWSCI9AmBAW4auKiswpNWfOHNXU1Mzw0QCF48ERmH2C/H1fzhVQwiMQHoRF+IomIaXB54sw4XxFkHA+Bs9Uw2Mymcy+pAZgBt9hAAAjgly1AeAfx3F8/X4nPALBwXcUfEVl0TwewAEAswnhEZg5fAchNFJDQ4pw0YdhvOgAEARci8ZHeARKh+8Y+MpU1WvfvT/QK/f9sypr5+iS227WpXd8RLHqaiP7wuxExRaYffi+98dMB9tiw2MsFlMsFlN9fT3hEZgE3yEwwu8bx1D/gCSp/9x5vfT9B/TS9x9QVf18LW/dpJZPfkxVCxf4ur8gsyxrxm/MABBWXD/L32Th8cKFC5KkU6dOKR6PZzutVlVVER6BUfiOgK9MvaWdv3alJOmyT96uWFWVDv3iKZ1/+5jeePgJvfHwE4rX1mjJ+zbq8k/9rupWrjByDAAAIHxGh8cTJ05oYGBANTU16u/v1+nTp3X69GlJUiwWy1uqg/CI2Y7vABjh95tbuyKzrpJt27ri7o/rirs/LieV0luP79Cbj/1CZw50qvMXu9X5i92KJhNatOEyXXbHR9VwZYuvxxEUvBk3h88WmD2CPgw16MfnCtt107Is2batuXPnSvJWHgmPwAjOePjK1I3NDYvpVGpkX5GI1n7kg1r7kQ/KcRwd2b1HbzzyhE6+9hsdfe6XOvrcLxWJRbVg3WpdctstatreGpobLwDAjLAFm7AI0/119Dkw1rDVgYEB9fX1ER4x63GGwwi/b8ZWJHOqOjlhMe/rlqUV27ZoxbYtkqTfvrpfr93/iI6/+KpOvLxfJ17er44//4rmrlyh1R+6UWs/8kE6qwIAAA/LshSPxxWPxyXlh8eLFy8SHjGrcEYjFNxglx4nLI62sGW9FraslySdO3JUr/7wn3V0z691+q1OvfDWvXrha99R7bLFatq+NXSdVWlwAwD+CFM1LOjC9FkWew8dLzwybBWzAWcwfGfihmEND0N1Uumi/2xt4zJt/Y9fkiT1njqt1+5/REd2P69zb7+T7awaTVRq1S3bZ11nVXgRxP0TpodHIGgcx+F7yKDpfLa54bG2tlaS8uY8njlzhvCIssEZi1AYa87iVCTnz9P7vvj7et8Xf18Dvb16458f08vff0CDff3ZzqqVtTVasulKtXz6Y6prorPqbMFDGQBgqgiPKFecofCdiWGSdnbOYvGVxfHEkkldcfcd6tr5rKoXL9SyzVdnO6se+vnTOvTzpwPZWZVQAwBTx+gB/4WxCmr6eAmPKBeckQgFOzo8ZzE9vcriWCzblhzH21n1J4/r5Otv5ndWXb9G6277kFbccG3obowAgPAg1JYXwiPCijMQvjNSWbRtSZKT9q+y6LIitpz0yPGO7qx6/OXXtP+Bf9HxF1/TiZde14mXXpf93/9mxjqr0uAGAPzBS7/ZKQj30KmEx2QyqWg0OpOHjVmIsAgjfF86I5qZsygDYdG27QlDaMMVl6nhisskSWe7jui1+38ydmfVG1t16cc/HKrOqhjBQyOCLggPuOWAz9F/YfxMg3bNLzQ82ratuXPnEh5RMoRF+M7EBdids5j2cc5ilmUVXLGc29SY31n1Rz8Z6az6vR/rpe/9WFUL56uxdbNaPvkxJevn+3+8AACgrI0VHt99911ZluWpPLpDVquqqgiP8B1hEaEQiboNbgzMWYxMXFkcT3L+PL3v3/+B3vfv/yDbWfXQz3fr/NFj2v/Pj2v/Pz+uSDymBZes0ub/8G997awaxre4ABA0Qasu5eI6b04YG/LE43FZlqWqqirNmzcvW3ns6+vT2bNndebMGUlSNBrNm/NIeMR0ERbhu7BVFm07Mu25kG5n1SvuvkOpoSEdeHyH3nr8Fzr1m4M68fJ+/cvv/4eRzqp3fVQNG4LRWRUoBR56ESRhOh/DFGjCdKxhlXvuTjRslfAIPxEW4TsTDVgst7JoYM6iLOU1uJmuSEWFLvnozbrkozfrhx+9R/Xr1yg1OOhbZ1Ua3Jjh/hvw2QJAeQtjZXEyo8PjwMCA+vr6CI+YNsIiQiFSkWlwY6YbakTpoQHftytJdsRW9eJF2vJn/1ZSTmfVX4/qrLqqSWs+1KY1Hy5tZ1UAABAehYbcWCymWCxGeMS08VQK3xlZOmP44mUiLNq2rSED6zdKmTUcc495dGfVV3/0Ex174dc6/eYh7XnzkPZ8Naez6h0fVSyZNHJcQCmU25t7AOPj+z3YCI+YKsIiQsGttplocCPb9nUYaq7RYTHX3KZGtf6n4jurckMGAH8E/Xoa9OMLs9n+2RIeUSjCInxnZM5ixOAwVLvwpTOK3naBy3KM7qy6/8FH1bljt869/U62s2rl3DlasulKLbqxVXMalxo5XjBnESh3fI8jzEyFXMIjxkNYRKikDVQA7Qmqf9NlRSJSkQ8msWRSG+65UxvuuTOvs+qZA1069LOndOhnTymSiGvRZevUvH2rVt96k5FjB4ByVY4NTmZKGMN3GP/9S/05Ex7hIizCd0a7dZqYW2hwGKosyZnGch+5nVUdx9GR3c/p5fsf0bkDnXrnly/pnV++pOe/8m3VX7pWl9z2Ia24/v2huwECwEwJ8vUybIEmTMcaZjP1ORMeZy/CIowwFRbTKf+3O9G8wumy7Ygcx59tW5alFduuVXztSjmOo0P/8IAO/HSXItGojr/4mo6/+JrsiE1nVQCYQBgrYfBXGM+BoB1zseGxsrJS8Xhc1dXVM3nYmAKeJOE727aVNhS+/ApeuWyTcxYNbdtxHFUvXiRJ+tSjPxjprLpnX35n1eWL1dy2Tevv+DCdVSfBOosAUDyumZAmD4/uebJ+/XpFhvtQIBwIizDC3DBUA6HOjkxrqOjE2zY4xNW2JWWa/uR1Vj15Sq/e/xMd2b1H5468oxe/9yO9+L0fqWrhAjW2bsrrrAoAsxlDJxEWYQvlo8PjyZMn1dPTQ1AMIcIifGfs5mtZRoKXbdtGKpaSmcqiOyc0txKW+4kn6+dr0x//oTb98R9O2lm15VO3q65pha/HB4wWtocclLewnI9hOc4wCtt80FxhPW5CYngRFhEqJkJdJtCZuSnbRtdwHA6L6bQ0zkXY01n1sV/orSfyO6vGqpJatPEyXXrnR9VwxWVGjhUAUJ7cUBvWEFMqTjqtwZ5eDXR3a6C7VxcvZH7O/HePBrp79N7rb6r31Bnd9t2vzPThGsE5Ek6ERfjO1MXAsiTHQIMb2baclIEuq5Jk2XJMdHCVZFmZYaiFDs2NVFTokttu0SW33ZLtrPrGw0/o5Otv6e1n9urtZ/YqEovSWRUAUPamcn8b6u/PC3gjga9HAxeGQ9+FnuHw54bA3szXenonPp6ILTsSUXpoyPfjBqaDsAjfGV06w0hl0TZ2vFbE/227Nwor4s5ZLH77bmfVFduulSQdf+lVvf7Av+rEcFfV4y++Jsu2FJ9To42f/aRW/85NZd9ZlRswAJS3dCqlge5u9R4/qUHnpC52Hs2EOk/AGwl9Fy+MhL7Jglw0UalYTbVi1VWKVVepelG9Yquq8n4vVl2laHWV4jXVilUns1+LJhLa89Vvq3NHx5jbDvuw5DAP/Z3tyvvpD+XF0JxFk0tnWJZlrHmOW1n04wbSsKFFDRtaJElnug7rtR89oq5dz6n/7Hk9/7ff0vNf+TadVYEZFvaHxSAK8sNr2B6uS3Wsg719Guju1sWcgDc4XO3L/t6FnlEhsEcXu7s11Hdxwm3bFRWK1wyHuppMyKtevGgk6I0KePGaasWqqjK/V10la5rz8pxUOjvFZDxhOidycf0KL8IifGeqsmhJSpuqLJoKdLYtmapaDo9C9Tvo1jWtUOt/+pIS8+q0/6F/1dqP3Dx2Z9XrNqvlUx9Tcv48X/cPACbx0DqzUoODIyGuxzt8063kDXb36qJb6cuZ3zfZS+NMcKvOBr6aZYtzgl6V4jVVOt/Xp5r58zR/yWLFqpPDVb4qReLxEn0KY3McJ/PcMM7Xwi6sQXe2IywiRCzJSGXRMrYupGVgzclsGLdGls4wwbIsyVF+Z9UHHlVn+9M69/a72v/QY9r/0GOqnDtHSzdfpZZP3q65TY1GjqWUyuGGDACmOOm0Bnt7swGv79wFnezq0gU7InsoPTKU80JuI5eRil9qYGDC7Ufi8WylLl5TrUTdXNU2Ls0ZxlmdF/Cy1b7qKkWTyXHDVq7Dhw+rpqZG8+YF62Wnk04VdPxhFLZKOUYQFuE7Y3MWLTML3NuRiJG5kJLhIa7uOouGjl2jusTGkklt+Myd2vAZb2fVgz/dpYM/3RXqzqrcxIDZZ7Z+36cuXhwespkT5HKDXV7Ay2ni0t2tgZ6+CUfMWLaVCXTDwznj1VWqWjBf0XECXswdyllTpVhVUpFYzPjfP6gvBZ1UeVcWEU6ERYSGZRm6WJqcV2ibqYbmDlUxtjSHNf76k6M7qx5+6jn95pEndPL1N3M6q8ZUf+karfvYh9R4HZ1VAQRDmCoc4x1nOpXSoBvwukcHvN6cX3eP+u8eXbzQU1ijlpx5elUL52veqhX5jVmqqxWtrlIkEdeZ7m4tXL5UdYsWKZpMmPgoZgUnnZ60shiWc3csYT722YywCN8ZuxgYqixmhoqamldoKz048U15ytt2P2djlcvCGgpZlqWmG65V0w3jd1a1IxHVrV6hNR+6aVZ0VgVM4oHLPzP5WQ729WVDnNuYZTAn4J0+fkJDPX16I53OadwyPJ+vr3/CbduRiGI1VXmVvOrFC3OGcVZlK3+5nTrjw5067SIatQwNDWnw6FElFywgKE6T46Sznc7LDZXR8OKJDUaYuShYRprF2BFbMrYWopn5kI7jSMMd00xWFqdidGfVV3/4E73zwq916jeHdOo3bmfVJWq+8Tqt/0TwOqtyQwPKm1/f46nBwZwhnKOHbOZ04hwe7nlx1P872YiWimRC0aqEErVzFKuuUs2ShrEDXk2VZz5fRWWlL3/HQoT1mhnEly5OKj3pcQXxuAsV5mOfzQiL8J3RyqKxuZCm1ln0fz6k+/naJZizKBU2LGY8dU0rdN1//lNJUu/JU3r1Rw/rSMcLOnfkmF787o/04nd/pFhNlVbfvF2XffJ2OquWqbA+TKK8OY6jod4+dR8/MeZQzYnX3etV6uLEyzBEYrG8ZRYSdXNVu3yJotXVnoA38t+Z/z+aTOr4iROSpMWLF5fi40AAZO6301t+I6i4D4QXYRFGGFk6w5aRIZeWHTHWDTUzH9LcEFfJZGVxOCw6jvyI/8n6+dr0J5/Tpj/5nAZ6e/X6j/9FL/3DjzVwoUevP/ioXn/w0bLrrArArNTFi2MEvJ5R6/DlL8/Qc+ZMprI3MKQjhTRqyWnEUju/LqeiV50X8PKGeFb706iFSow5QfxsnXRaVmTs43Kfq4J43IUK87HPZoRF+M7UxcCSZWTJQjtibi1E2x6/ScxUZT9fa6TyZ4KVU1nUNBcaHi2WTGrjZ+7SS//wY2245w5V1tXqrSfadfZgfmfVhisv0/o7wtdZFUBhnFRKAz29mapdT49nmYXRC6uPbtiSmmROeEUinqncDQe8qoXzZc+rVX86rUhVpRoaG1W/dLGiuWvzDQfBaKIye53F+MohxASFk3ayo4bKTZgaSyEfYRFGGBsuamLIpT2yXqHf6xtlmsSYXjrD8JxFU0NHhm8alm1r3e23at3tt3o6qx7p2KsjHaXtrMpQGaA4g319nqGaeUsvjJrPlxsIB3v7Jty226glt5JXvah+jEpeznIMOd06x2rUsn//fp0YHuLZvH69Fi1aZORzQTAF+RrvpFPZNZQ9XwvwcaO8ERbhO2OVRdtMgxvLmv7cvHHZtrlhorbZyqJMb39Y7g3Q01n116/qtQf+RSdeGt1ZtUlrbr1Ja3/npsy8UB/wxhOzVXpoKGcuXm5XzpH5eQMX8hdaH+juyS7ZMFmjlliVO4yzaqRRS243zpyglx3aObzuXikbtQQNlRizgvjZOmln3G6o5RAWg/iZY3KERfjO3MXAYDdUmQlFlm37vl1ruNGP6cqfu32TN6jJludouLJFDVeO1Vn1oE795qD2fOVbmrNsqZpvbA1kZ1WgJBwnM5Szu2d4SGf3GJW8bg3mrck3Ms9v8kYt0ZEqXk2V4nPnqGbZYm/Ay/mRadhSrWhV0v+XcNPkOA5BzAA+z+lz0ulJh6GG9XN2nPIdYlvuCIsIDcu2lB40sMSFO5xzkrfjU9u0uU6rpit/luGlOaRMIC10aPHYnVX36NyRo9nOqtWLFqjxui10VkXopAYGxh2q6c7T6z1zThdOndb+oZSGevtG5vP19E780siysk1X3GBXu2JZdqjm6ICXV/GrrvKlUUtQhfXBG1MX5Aqdk0pln0nKEd9v4URYhO+MLp0hE8NQDVbQLDszB8FnuW/ojIVF99/R1NIcmZ1IUwijeZ1Vu7v1+kOPqmtHh84dfXeks2pdrZZtvlKX3UVnVZjnpNOj5uiNCn05wzc98/kudE/eqKUynlksPR5Tcm6tqhbMU13Tcu+6e9mgl1PtSyZo1AKEgOM42Re14wlr4ApySMfECIsIDcuyZCAryo64FTT/Q50Vsc1dIN3Kn6nrr+GlOSS3ejm97ceqq7XxM5/Uxs98UqmhIb316M+ynVUPPLlLB57cpUi0QkuHg+PClvVjH0tIb8Dwz1Bff85cvLHm6Y3RqXM4EE7WqMWK2IpX5we66kULxlxzL+pZaL1KdkWF+vr6dOLECTU0NKhyFs/lm67R86SDKixDZcPWDTXIoSUzDLU811mUwnOOIB9hEb7LW5/PxwuDO1fPd8MXZhPDUC3LNrJdd9uSjKw9mdm+++9osrLobwOgSEVFfmfVXc9q959/Rel0aqSzajym+kvXat3tt6rxus3cvMqI26gltzHLYM7C6u66e4O5a/DlLMuQTk38wiiaTAwP48x03KxevCgv5I1U+dzKXjIbECsShDsgSIJ47XdSaVkVY4fFsIXysYT52GczwiLCwzLU4MbgEhSW7f8aju7F1h2qkja9NIfRyqLJpT8sNW3fqr3f+K6Wbr5KK2/cNtJZ9dev6vivX83rrLr61huNHAeK4Dga6O3LH8p5YXQlL6c5S7bSl6kCDvVP0qglWjE8XHM4yM2pUc3SxZ7OnPGcpReya+4lE7513sXMCnJlCbNbOp1W1I7O9GEAeQiL8J2xyqJty8Q4VKNLUNhWCcKc6TmLhhvcGF6aQ8MV6bzOqocO69UfPezprJpYVK/G7Vt19d2fUEUiYfa4ylS2UctwqDt98KAupKXfyho7BOZWAXt6Jn45YVmZZRiGK3fxmirVLl86PGzTG/Dcpi7ufL5ybtQCzJSwhu9AVrmc9LgvpcL6ObvCMqwaXoRFGOP3hc3UnEWz3VANhiHTYa4k3VDNVIsn20fdyhW67r/8mSSp57fv6bX7f6IjHXvU8+5v9cY/Paw3/ulhVTfUq7F186zrrOqk0xrsGd2NMzfUjVTyxprPlxoYnHD7FZXxvEpeYn6d5q5Yrmi2U2d1XsCL1VQPB8RqGrVg1uHhenZxUuVA28MAACAASURBVA7XOAQOYRG+M3Vzs2zLSK5wh6GaqABatuX7nMLs52uZHSZamjmLhuah5u1i4kBatXBBtrPqW6/t16ndL+j4s3vH7Kza8qnfVW3jMqPH64eh/v7hJRXceXqFNmwZXoZhAlbEzlTucpq1VC1cMBLucpZniFZX63T3edUuWKCFy5cqWpVUJMoQKwAzJ8gVuvQE6yyGfc4ilcXwIiwiPCz/5/9lNusubm8gFPncwCV/06bXWSzFnMUSDUMt8O8QrUpo3Sdv05Y/+oxSQ0N6819/pgNP7NCZQ4eznVVj1Uk1bGzRZXfdNm5n1elKp1KjhmrmBL28gDd6eYbCG7XkrqtXvahesdXNOUsu5FT2cqqA8erqohu1DB0+rOqaGlXOrZ3ORwIYwcPr9IU1xATyeNMpWZHyXGcxyCEdEyMswndGK4tG1s5wh6GamQ9pZDiucteHDO86i5kOt8Y2n9mHXdxQV/ffK1JRofUfu1XrPzbSWfWNR57Qe/vf0pGOF3Sk44XxO6s6jgb7+nOGbeaHubzqXs5wz4vD/+9QX6GNWqpGGrUsaRj+vWReZ87sQutu8KtK0qgFAALISTsjL7DHEciQW6AwH/tsRliE73Ib3Pi6XUMNbuxsV1ED6yzatpH1GzPbHv6FqcpfCSqLsmRs6Y+RfVjTDtRuZ9Wm7VslSe/ue1mvP/hoXmdVSYrEY4rEYoU3askupp5UzbLFml9TnRPw8kNePGfxdRq1zG48cE1PWCocDNszI8j//ul0emRZrDLE+RxOhEWERqZCZGK7w1UWQ0NczYUts3MKTYX+vH0YegGQtw8D1cvFV12hxVddISnTWfWZ//vrOvWbA4rPqVFj66acjpxVOYGwKq+6RxMDYObx8OofPksfpNOyImN/jmEd7ovwIyzCd8ZChmWbGbJocO6f0Tl5bmMeA8NnJfNzIjM7KXw+4dR3YRkdSlu3coUu//Tt2vW//ZWa21p1zR99xti+AExfkCtLMC/IoSudTk86DDWsqJSHV3mekShLpi6g2W6oBpbOMFlZtE025tHInEij6yzattluq5mdGF+eI3sp5SEUCLzcsBjkh1dC7ezjpNIjo51Gf43zATOEyiJ8Z2zOomXJyJBFN3SZqCxalu+VuZGlMwyvg1iCyqIlw3Mih3dSTB6dynnrdq/jZg6URiqVUjqdHvPH6K+5/+04jtLptPr6+rLbOXPmjKLRqBKJhCoqeCSaiiBX6kLHcbKjesoNlcXw4sqI0Og/d15ypFfue0hN27eqZkmDL9u1DT7oWxFzlTPT6yCOdFs1PGfR9DqLprro5u7DKsGQ3RAjRGMs44W63P92A17u1wo5n2zbViQSkWVZikQiisVism1btm3r1KlT2cA4NDSkU6dOSVI2NCYSCVVWVvJgW+aC+O+bTqdHXmCPEvZQzn0gvAiL8J2pC1kknukAue/e+7Tv3vu0YN1qNd94nZpu2KrkgnlT3q4biiZbm25q27bkGBjeKimnW6mpdRYNVy6lTHXUdFiU/9VdD/dNMDdDj7A+2GByuUFurFA3UQAsJvDZtq2Kioq8/3ZDoBsAR39tIrkVxPr6elVXV6uvr099fX06f/68zp8/L8uyVFlZqWQyqWQyqQjLzaAEnFRqZIpJGeJ+EE6ERRjj91ukyto56n7nhD5x/zfVtetZde7Yrb1f/672fuN7arjiUjW1tWrF9VtUWVvk4t/ZYagmuqH6/4Axss7i8G+YCnOW+QBk2SVocGOoi24uuwRVWMCEyUKe4zjjfm0ylmXlhbmKigrFYrFxQ17uj1I+VMZiMcViMdXW1iqdTqu/v1+9vb3ZAHnq1Km8qmMikSjJcYXlehKW43QFuULnFNDgJojHXagwH/tsRliE70xdDNztVi2s12V33qbL7rxN54++o86dz6hzx249/zff1J6vfltLrt6g5rZWLW/dnFmiYBJ2xOBwTrc6l0r5vxC6bTaglKIbqmWVosFN4ZMWp3zuZpsNTe2PA9NRyNDNsf672MAXiUQUjUYVj8c94W6sABhGtm1nq4mSNDAwMGbV0Q2NpquOPFzPLo7jZOfAA0FBWIQxvje4GeMCOmfZEm34vTu04ffu0JlDXeps71Bne4c6/vJrikT/Xks3X63mtlYte//VqqisHHu7lrluqHZOoPPrlj9SWTQb5koxZzHTfMZ0gxvb+JvvkiwzgrJWyNDNgYEBSdJ7772XDYSFBL7Rwc4d0jleyHMDYlgDXzEmC2MTVR17e3vzqo7JZFKV49xngEI4qfS452SQK6KFCvOxz2aERfjOWGUxN3iNsY+6lU2qW9mkqz53t07uf1Nd7R3q3PmMjnTsUUUiruXXblJzW6uWvG+jItHoyB802Q3V5BqOpsNiKSqLti3T5bjMtMgSNbihtDirTadD52Ry5zFZlpXXsGWyKh+8pnKfClrVMSjCFmKCPGy2kGGoQKkRFmGM75VFe6QRTWSSFuf169eqfv1aXfOFz+rEK/vV1b5bXU89p84duxWrrlLjti1qbmvV4o0t2W6ohTywFc1kE5rstk3NWSzB2oFWCeYsWrbx4aHZNSlNV0lh3Ex16Bxv7l5u4Ovr69OJEyc0f/58xeNx0x9F2XIb7FiWNa2AM17V0f3hR9UxLAEM/nDS6XGnrAQ55E4mbC8UkI+wCN8ZrywODkoFrodl2bYaNlymhg2XadOXPq93972srh27dXjXszrw+A5Vzp2jhVdcmtmukW6oBgNdtv+M6TmLhhvcmL4BWsWF9SkdT3bea3hv5uVipjp05g7dnEqHTpSOie/TYqqOyWRSiURiVlQdgyjIwcVJO2VZWeTeGG6ERfjO1AXYHr6xpoZSUzpx7UhES993pZa+70pt+fKAjr3wa3W179aRZ/ZKkjr+/CtadUubmttaNX/tKp+O2eQwVHPDZzPbNx+ASrGsRTELHE/13LVNV3lnGTp0IuxGVx3d4OhWHSWV3VxHvj+mz0lPPmcxzDhHwomwiPBwh6EODk17U5FYTI2tm9XYulnHX3pNP/2z/6rqJQ3a/9Bjeu3+RzRn6WI1tbWquW2r5jY1Tn1Hlv/DULMXW7eyaGzOotl1HDP7ML+shUqxzuJImdfwfsIjd3jm0NCQent76dCJQMh96C7Fw6tt26qqqlJVVZWkkapjb28vVccZFMTg4qRTZdkNNcjVXEyOsAjfmapIZecWDk0/LOZyl9e4/N98XA1XXKrDu59XV3uHXrnvQb38jw+obuUKNbe1qmn7VtUsaShq2yNNeUw0z4kMbzu86yzKsgte1mLqu7CNh7iR6mV5dUOdyty9sQKfW1XJlVuti0QidOjErFFo1dH93sLsMdkwVMIWZgJhEaGRbXDjc1jMhqJ0WrGaaq259SatufUm9Z05q8NPPavO9g7tu/c+7bv3PtWvX6OmtlY13bBVyQXzCj5mJ+V/WDHdrbRUlUXzS2cUF6inEr7dhgRBLCya7tCZ+yMajXp+7/Tp04rH45o3bx4dOoFRJqo6SlJvb68OHz4c6KojVSN/uPfacpyz6OIcCSfCInxnrLI4XEnzOyyO1w01UTdX626/Vetuv1U9vz2pzp3PqKu9Q3u//l3t/cb31HDFpWpqa9WK67eosrZ2zG1nK04+Vs9GD0M1lVBKMmexFGsglmQfZoN7kDt0TubMmTPZeYEAJpZbdezq6lJlZaUikUhegIxGo9ngWA5zHUstqOE2e1zjzLMP85zFMB87CIsIESs7DNXfYTnZt3gTPOhXLaxXy123q+Wu23X+6Dvq3PmMOnfs1vN/803t+eq3teTqDWpua9Xy1s3ZYa252zayLIflLiViep1Fk8NQzS9kb2UWWjS/D41/Q6RDJ4BiuetpzpuXGcWSW3U8d+6czp07J9u2s+s6BrHqiMK5HdnLeRhq2I9/tiIswnemKlKWoTmLxQ63nLNsiTb83h3a8Ht36MyhLnW2d6izvUMdf/k1RaJ/r6Wbr1ZzW6uWvf/qnG0bHIZqfM6i4QY3plnypYnORCHv/IULkqSL/f06ceIEHTqBAAtLlWP0cY4117G3t1d9fX3q6emRNFJ1TCaTJVuLMyyfpyuoxzsyDLV811lEOBEWERqmGty4S1CkpxDo6lY2qW5lk6763N06uf9NdbV3qHPnMzrSsUcVibjqmldIklIXL/p4vFbecRtbOqMUy0FYtvlOpZaVfWNbyNDNvr4+HT9+vKgOnd3DD2qpoZSGhobo0AkjeODyX1hftow119ENjlQdw8m91zJnEUFDWITvTF0MrOw6iz6HxchIg5vpqF+/VvXr1+qaL3xWJ155XV3tHTr086clSY9/8T+p8fr3q7mtVYs3tmT/LtPhZkVTYW6kQmy4wU2RD8DFzt0bGBhQanBQXV1dBW8/lUoV1aHzgmz9SlKislJLly4t/oMAisAD1/SUY+h2q45z584dt+oYi8WyjXJKVXVE4dwXp+76zJ6vh/i8Deo8URSGsAhj/B+GOtxx0tCcRb8qXJZtq2FDixo2tKj+snXq+IuvquHKFh3e9awOPL5DibparbjhWjW3tWrhZetGhnsWv6fMcRsKcyYriyNdNzPhv6enx1iHTtu25ViWamtrJ63yvf3226qsrFR9fX1Rf5/sm+Dw3suBWakcH15LXXUMWxAI6vFmn0Gs8p2ziHAiLMJ3pi5mprqhjgxD9T90RaJRSdJVn79b1Q0LdeyFX6urfbfeerxdbzz8hKrq56uprVXNba2av3ZVkRs3PEx0knUW/ejQOTA4IGvI0smTJ/O27WeHznhlpQZSadXV1fn32Yzizqd1SItA4IWpQuPH/TS36phKpdTf30/VMYBYOgNBRViE78w3uPG5shgxOPcvZy3ESCymxtbNamzdrMG+Ph19dq862zu0/6HH9Nr9j2jO0sXDwXGr5jY1FnLkGt74lA5tsg6d58+fl5RZ+iD67rtGOnTG4nHJcbRkyRJzHTpL0g3V/JqUADBdkUiEuY7DghZcRoahUllEsBAWERojwyLNDEM1sQSFbY8dIqKJhJpv3KbmG7dp4EK3Du9+Xl3tHXrlvgf18j8+oLqVK9Tc1qqm7VtVs6Qh/3hHrbOYGhzSwMDAuEM3x6sATqa3L7OmlztHdLIOnW4VsJjAV1FRofTgkNk1+Cyr4OrrVG/EI+tphqdiUUphquRgdpntD9+jq459fX3ZH8VWHWf7Zzld2fvUOJXFMF9Hgzr0F4UhLMJ3piqLdsQdhupvqMuGUBMX4gLWKqyoSqr5gzdoxU3b1PPeab3d8byOPPWc9t17n/bde5/mrmnW4muv0cLNVypWO0ep4c6e7tDNs2fP6p133hlz27lLMhTbofOcXaG9kubNrdPixYv9/Vxyjs/0DdCyLfPDQ7NzTMJ7Mwcwu0UiEVVXV6u6ulrSSNWx3NZ1DGrocl+ETxSowhq2gvqZozCERYRGdl6Y7+ssut1Qp16xHG/uXl9fv6TMUM7UyWpPlW+sCt+cTRvVsmmj+k+d1m9feFHvvfCi9v/DA9r//Qc1b91qNVx7tWqvuFS1izJNWBKJhOrr68cc5jktJeiGmqn6mR26aanwyuJUZSvI3A8B+Ggmw0GhVUc754VrmMJM0I51ZBhq+a2z6AraZ47CEBbhO2MNbtzKYsrvYajukhwpDQ4OTjh0s9gOne76e33dPYpfvJit3EWj0XEbtGSrfI2NWnf1VdIXpPNH31Fne4c6d3To9e/8SFbE0qKNl0uSIo6y80/8/VzMr7OY2Yf5ymIxKW5KN+QCKsizFQ8HQPiNrjpevHgxuzxHf3/mpejRo0dDX3WcSU5q4mGoYVYOQXc2IyzCGFNLZ0wUFicLeWN9bbCvT5J0+vRpHTt2bNxtT6VDZ8Xx03pV0qKGRapftmzKf/c5y5Zowz13asM9d+r4/je1/7Gf6/SvXpEkvfbjR3T+7XfU3Naq5ddeo4hPneyyw4lNVv6KmE84nX0U2gRoynMWLYNDmQH4iu/T6YvH44rH45o7d65Onz6t8+fPK5FIeKqOyWRSyWTS7Lz0IgX13z89PLrJtsv3BRsvD8OJsAjfTediMFGHzoHBQUnS+TNndeLECc8SDVPt0FlZkVneIhGv1IIFC8Zt3jIVdsXw2pA+Ns+Zt6pJzZ/4HW36wmf10G2f0fw1K3Vy/5s60rFHFYm4ll+7Sc1trVryvo3ZpTumYmTtQJOVRfNzFmVZ5oeH0uAGCKWgPrwGNdCMxR2G6q5Pm1t1PHv2rM6ePVsWcx2Nc5vATNDgJqjna6HCfvyzFWERvnNvckNDQ+rv7/etQ2ffwEVJ0sWL/RoaGsoGvul26HTXbYzHYtkhNn5x50OauPFbliU7EtHiqy7XlX/4b3TildfV1d6hrqeeU+eO3YpVV6lx2xY1t7Vq8caWbGW26GM3WFksxXzCTBMds/Mis3NMQvSAB8xWYQpiYXi4Hv155lYdJ5rrOFNVx6D++2fvtWU4DBXhRliE79ybW3d3t7q7u8f8+lQ6dPbW16tT0tyaOVq6dKl/xzvO8hb+btvfeZbS8A3PsuWkHVm2rYYNLWrY0KJNX/q83v3VS+pq79DhXc/qwOM7lKir1YobrlVzW6sWXrYu27xmwmMvwdDKYucTTmkflm28SamVLSwG8yEEQL4whLByMNZcR3ddx5muOgbtHHCX77InCItBO+ZCsXRGuBEW4Tv3YpBIJDRnzhzfOnS6Qzr9b3BjbrhldtuGqmeWLU9F1o5EtHTTVVq66Spt+fKAjr3wa3Xu2K23HtuhNx5+QlULF6hp+1Y1t7Vq/tpVE2y7FHMW7YLnE059H8U1nplagxvzQ3YB+MOdtmBZFg+vJeZWHevq6satOsbj8ey6jkGa62jcJJXFML+MDPOxg7AIg6LRqBKJhG/bsyOZ09XvdRYlSZaVfavn62aHA9dkQ2ynyrYjIzeYMURiMTW2blZj62YN9vXp6LN71dneof0PPabX7n9Ec5YuVlNbq1be2KraFctHH3zmZ9NzFk0PQ7UtmS4t2obWFgUwO4XpWjLVYy2m6phMJpVIJCasuhUraC8K3M/RjpRfZdEV9uOfrQiLMMLEBSG7zqLPlUUpM+zDxFBRE8tPWLnBpIhF7aOJhJpv3KbmG7dp4EK3Du9+Xl3tHXrlvgf18j8+oLqVK9Tc1qqm7VtVs6Qhp7Jo8KGliOOfxk7Mr+VIswYAmJbZXnV0R025U0DKCcNQw42wiNCwK4YriwbCohWxzYQi98JoKKxYtj2lIBSrqdaaW2/SmltvUt/pszr89LPqbO/Qvnvv075771P9+jVadu01kmS0OYxVgrCYmRdpdBfZYUOmQykAf/HwGkzjVR3H6rBabNUxsFVb9xmkjLuhIpwIizDCRAgYWYbC/7CYaRTj/4O+2yXTVOCyfFinMDFvrtbdfqvW3X6ruk+cVNeuZ9TV3qFff+eHkqTXH3xUdiSixm1bVFlb68dhZ5WiwY2K6IY61fPWHulwU/SfBYCwMx1iTFQdgxa83OkqdiRYx+WnoH3mKAxhEaFhqsGNlFkE10g31OELo5/zIXMvtlbE3wYx1Yvq1XLX7Wq563adevOgHv13/4uGevv03F9/U89/5dtacvUGNbe1annrZsWqktPfoaGQnrcLyzb/JplW5wB8xLC98ZmsOs4k915o2WNPa6CyiJlCWIQRJiqL1nCDGxOVxcwwVAOhxXSXTB8qi+OZs2yJJOmyT35MS665Qp07OtTZ3qGOv/yaItG/19LNV2eC47XXKBKPT2kfll2CYajm+9vkzyNFHh5uEDR8n5aXsaqObnjMrTq6wdFUw7lpc4+rDK+ZvPwIN8IijPH7hhwxOWfRjhhaZ9H/5Sdyg4ll20aHuGY4qlvZpLqVTbrq83fr5P431dXeoc6dz+hIxx5VJOJafu0mNbe1asn7NioSjRa+jxI0n8ksz1Gah0PTnV0BIGiCVPEaXXXs7+/PhsczZ87ozJkz2WPt6ekJVNVxZBhq+XVD5QVNuBEWYYSRC5rBJiJ+zP0bb7uSucYnlmXJSZlaw3Hsbqj169eqfv1aXfOFz+rEK6+rq71DXU89p84duxWrrlLjti1qbmvV4o0tk3YJLUnzGauUjWe4IcIcHrj8F9aHbxSmsrJSlZWVeVXHs2fPamhoSCdPnpSUX3WcyQ6rI8NQgxFeTeD7LZwIiwgNt7LomFgP0dAw1OzcAwMPeW5l0dii9tmmLWNv37JtNWxoUcOGFm360uf17q9eUld7hw7velYHHt+hRF2tVtxwrZrbWrXwsnVjD60pQdXPsq2CI9x0b2Q8ywPBF6bQzcO1f9yq48DAgM6fP6+Ghobsuo5u1dG27WxwLHXV0X22GS8sBqmCWyyGoYYbYRFGmLgg2FG3wY2JUGdqnUX/G9yM3r6poY/FrBFpRyJauukqLd10lbZ8eUDH9uxTZ3uH3npsh954+AlVLVygpu1b1dzWqvlrV+X8wRIMQy3FUFdXUOfCAIAhYQrfudyqo6S8uY49PT3q7u6WVNqqozulpJwriwgnwiKM8b/BzfAyFCZCnalhqG7gMnQzzXT6NDtnsdjtR2IxNV63RY3XbdFgX5+OPrtXnTs6tP+hx/Ta/Y9ozrLFam5rVXNbqyzL/INGpvpaqoeZcD40AbNJ7jWHSsfsNPrffay5juNVHZPJpCorK32vOk42DDWsoTwX32/hRFiEESYuCEYb3EQiRqpCbmXRz23nN7gxVzUrprI4nmgioeYbt6n5xm0auNCtw7ufV1d7h17+wYN66fsPKDanWs5QSt3vHlf14ga/Dj1Pphtq4X+H6dyQy+BeDiAAyiEYhNnoqqMbHHOrjpWVldnhqn5UHd3+A9nnhjLC+RxuhEUYYWTpjOFhqKZCnYl22pbBpjySJNs214HT54XmYzXVWnPrTVpz603qO31Wh59+Vi//44PqO9+thz79RdWvX6OmtlY13bBVyQXzfNmnpMxajgX+HaZ93nI/BOCjMFRiwjaXrtjjjUQiqqmpUU1NjaSxq46RSCS7ruNUq47uqKlynLPoCvvxz1aERYSGHXEri6bmLJrohpq56Jta18n4OoWWmcplYt5crbv9Vp3tOqrOnR26/NO/q672Du39+ne19xvfU8OGS9Xc1qrGbVtUWVs7vZ0ZeHExHlNDgsOOt8oIKh5eUSxjVUe3CYw9cRfxMOIeEG6ERRhhorIYibrdUE00orElE3Mh3fWSfAyiuQ83lmWmi2t2+4bDqGVbsixLLXfdrpa7bte5t4+pa+cz6tzRoef++pt6/ivf1pKrN6i5rVXLWzcrVpUsfh+WSljx44Y4Gg/jAMpVbtXRcZzsuo5TqTqms91Qx79mhv16Gvbjn60IiwgN05XFtInhnKbXWbQtox04TYdRKX9OZO3ypdpwz53acM+dOnOoS507OtTZ3qGOv/yaItG/19LNV6v5xlYtf/81isTjBW3fKrI6ypxFADMtbJWYMIUAcw3nrGw1USq+6ljO6yyG7XxGPsIijDAzZ3G4smhobqGJ9RvtbDdUUw1uDM5Z1HAYNVpZHL9Tad3KJtWtbNJVn79bJ/e/qa72DnXufEZHOvaoIhHX8ms3qbmtVUvet1GRaHTifZSq4scNEQCgwquO7tIcqaEhSeU9ZxHhRFhEaEQq3KUzDHUtNTDfLNvgxtQ6i0U0b5naDgyHUauwMFq/fq3q16/VNV/4rE688rq62jvU9dRz6tyxW7HqKjVu26LmtlYt3tiSXWIll8m/Q/6OCItA0FHlmN1mInSNrjoODQ1l13Xs7u7WhQsXdPq9U5Kk7p4exQYGjK/rWGoE3fAiLMII27Y1NPyWzLdtDlePTFUWjTShMbjOoumlMyTJsg0/WNnFDXO1bFsNG1rUsKFFm770eb37q5fU1d6hw7ue1YHHdyhRV6sVN1yr5rZWLbxsXWYYsG1uLcr8gxNhEQgZHmCnj4pX8SoqKjxVxzPDUyvOnTun/oiVV3VMJBK85MCMISzCGN8b3FSYbXBjovrnTlQ3FugMdSsd2bzhBjrTGK5sRyJauukqLd10lbZ8eUDH9uxTZ3uH3npsh954+AlVLVygpu1b1X/mXFGVxamftxZZEQiBMDx0u8dICCt/btUxOVx1XLJsqZSozKs6ugYGBjQ4OKjoBFMvgogXCuFGWIQRJi4K7vBCU5VFE0/6tg8L20/Eipgdhmp8zqLlT8CKxGJqvG6LGq/bosG+Pr39zF51tXdo/0OPKT00JFmWXvzuD9Xc1qraFcsnPB4AQHkL4rXeXWcxGo+pcoy5jufPn1d/f7+OHTvmqToG8e+D8kFYROiY6FpqbBhqthuq/9XQzJs6w91KS7A0h99zRaOJhFbetE0rb9qmgQvdevq//Y2O7X1RL//gQb30/QdUt3KFmtta1dy2VdWLG3zdN+ssAuHCQ/b0haFSGwbu6CY7Z53F3LmO58+fV01NjWKxmKfq6HZYTSaTgaw6UlkMN8IijDB6UTCxHqJtmxnemq2GGqosGu9WanhBe8sy2nwmVlOteaub9e6+V/SJ+7+lw08/q84dHdp3733ad+99ql+/Rk1trWq6YauSC+ZNe388NAFAsAU1uGTvHxMcm23bBXdYddd1DMLflXtjuBEWYYSJpTNc6ZSJyqKZ0JJd5sLknMUh/0PuyObNhjlZlvlq3HCgTsybq3W336p1t9+q7hMn1bXrGXW1d2jv17+rvd/4nho2XKp5V1+hBVdfIS2d4r64H46JBwUESZjOxyA86KM0sussRsZfZzH3fBirw6q7ruOFCxcCV3XkXA4vwiJCyMCcxUhE6dSA/9t110vye83J4YuubdsacvztOpu3H9s2sqRIdvuGl+bI7MMbSKsX1avlrtvVctftOvf2MXXtfEadOzr0+nd+KOt79+vg1RvU3Naq5a2bFatKFrgfERaBkOEBdvqCWqkbT1BfFowMQ/WGxUKOuaKiQnPmwYejigAAIABJREFUzNGcOXPGrTpWVFRkg2Opq45hOkeQj7AII0xWFh0TlUXLMrYWoixLaVPrLBa59ETxOzBbWTQ9jFaavIlO7fKl2nDPndpwz506uHefju7eo/f2vqSOv/yaItG/19LNV6v5xlYtf/81igy3Nh8fcxYBAMXL3svHCIuuQgNXMVVHt1FOEOc6IhgIiwgXQ0tFmAxdtoF1/rJh3PTSGYbXKLSs8W+KPu6k4EBas2KZVi9ZpOu//AWd3P+muto71LnzGR3p2KOKRFzLr92k5htbteSajYqMdWMN5gtrAEDAuffaqVYWJzJe1bG3t1enT5/O/j+mqo5hqz4jH2ERRhitLBoILyaXoLBsSzIU6DJhzvDSFiaHieasQ2lN8DZ1OqYaSOvXr1X9+rW65guf1YlXXlfnjg4dfuo5de7YrVh1lRq3bVFzW6sWb2wZaWQU0OFNAMIlbOsshuU4peAGF3fUlKl7oSu36jhv3rySVB25N4YbYREh4xhp6GJ0GKodMdoN1ewwUTPrT2a3P3y/dhxHxm7d7j4KCKRjveSwbFsNG1rUsKFFm//083r3Vy+pq71Dh3c9qwOP71CirlYrbrg2sw/uhwCAKcgusTVGkDUZtgqtOrrBcapVxyAGdBSGsAgjTFwUnHRacqTzx97V83/7La26+QbVr1/ry7YtO2JsOKdly8gajo7jGG9AI8vcsh9STtXP8PIffu3DjkS0dNNVWrrpKm358oCO7dmnzvYOvfXYDjlpR32nz0x7H8B4eDvvj9zPkQfY2SmI/+7pdHrCTqiS+eMeXXUcHBzMBsfz58/r/PnzkoqvOga1movCEBZhjN8PNpZlSbalisq4Djy5U7955EnVNi7T6ltu0MoP3DCtdfKsiMk5ixFjw1BlsiKqEsxZzBmGas7wPnyuXkZiMTVet0WN123RYF+ffvjhuxVNVvq4B2BsPHQhSAgCPkk7Y85XnEnRaFTRaNR41RHBRliEEUYuFpYl27IUn1urj377r9W16xkd/Oku/epbP9C+e+/Tkms2avUt27V86yZFYrGiNm2bHM5pqAmN4ziy7Ui45yyWsLJY6Oc0lc8zmkjIsqwCuqUCwOSoIpsT1M/WSadH7onjmMkgVmjV0f1/ksmkKioq8v48womwCGPMXJAtKe0omkxoza03ac2tN+nCseM6+LOdOvizp/TU//nXilUn1bS9Vatv2a76Sy8pcLP2yHwBv4/YQPMc96Jr2YaHiZZgmKtkeqirf8NQJ9mTZHjNSAD+4gF2dgriv3tmGOrYxxXEgDtW1dFtlNPX16fTp09nq46pVIqlOUKMsAgjjF2Ix6jS1Sxt0Mbf/5Q2fvaTOv7Sazr4ZLsO/fwpvfmvP9OcZYu1+pY2rfzg9aqqXzD+Zg0OQzW7hqPpMGe4gc7wW1TH5JoTJaheAgiPID54hxnDUH2STmemrUwgqJ/z6HUdR1cdJSmVMvNCHuYRFmGMiRtyZsm8cbZrWWrY2KKGjS3a9Kef15Gnn9eBJ9u17977tO87/6QlV12uVbe0acV1mz3DBW3bNtix1GRl0TLSPCe7H9vcEiju9iWzlcVSVC9H9sND6Fh4OAeKw/eMOUENt046LY0zZzFs58PoquM777yjSGTiIIzgIizCiFJWFscSTSS06ubtWnXzdnUfP6GDP31KB37art3//W/1fDKhpu3XavUtbVrYsn54uwYri7bBIa4Gu7hKmcqf2e1nk5zBfZSgepnZE9XLMQTxoQxwBf38DPrxwT/ptDPSvbuMWJYly7Ly5i8iXPiXgxHmbnDFP5BXNyzShs/cqQ333KETr+zXgSfb1dX+jN56bIdqljZo1c3blbp40XBY9D9EZJbOsIwWszLbN7iD4beopZizWOg+pvwGd6KqNwCUqaBW6sYT2Ot0OjVuN9TAHnMRwnSOIB9hEeEyxqLpxfzZRVdcqkVXXKrNX/qcDu/eo4NPtuvF//lDSZJdUaGDP9ulFdu2qKLSvyUQLNv2femM7EXXUKfVkR2Zrixmfja7PIfcnRRwPFO/mTEKFQDCIYjBJZ0afxiqK4jHjfJHWIQRpi5oli1fgldFZaVWfeB6rfrA9eo+cVJP/R9/pVO/OaCOv/iq9vztt7Ti+mu16pbtarji0pFEM+VjNtckJrPtEM9ZzDafMbYLjUxaNJ/kyIpAsJVDhQblyUmnA7fOol/CVn1GPsIiQsWS5fszf/Wiei1Yt1rnj76rG//8v2SGqe58RgeebFf14oVaffN2rfrg9ape3DC1Y7ZsI01oMsNQTc9ZNNwNtRQNbtyhrqYfEiktAvBZWB6ww3KcrkAer+PImqQJTCCPG2WPsAgjsvPE/H6bZFlGhiy66wkubFmnhS3rtPlP/lBHOvbowJM79eI//Fgvfu9+NWy8TKtu3q4V179f0eH20AVtO2JueQvLMjun0PicxZI0uBneRQH7mN65ajZYA/AXD94IEieVzg6EKTdUFsONsIhQMRWORjehicTjar5xm5pv3Kaek+/p0M+f0sEnd+qZ//F32vOVb6vp+vdr1c3b1bCxZfJhqpYlJ2UoRBhc8kOS8TmLKrL5zNR2UYqhrgDCgGGoCOo5kJ5gnUX3mMMauIL6maMwhEUYYa6yKCMP/ZmwOHYoqqpfoMs//XFd/umP6+Trv9GBJ3eqa2eHDvx0l6oX1WvVzTdo1Qe3q2bp2MNUbdv2vRpqDTf6sSyFe51F9zwx2tK1BENdXdwQAfggTA/XYawaBfJ406nMSKQyFcjPHAUhLMIo3294lpk1CycKi7nqL71E9Zdeok1//Ad6+5kXdODJnXr5Bw/qpe8/oEWXr9eqW7ar6YatiiZHhqmabEJjRyLG1yg020CndEtnGC8tciME4DMesGcPJz1yT/R8LUQvD1B+CIswwlw3VEvpIRNzFq3MfIECRWIxNW1vVdP2VvW+d1qHfv6UDjy5U8/+P9/Qnq9+Ryu2bdbqW7arYePlkoEmNPlLZ4R3zqJVgjmL2WaoBXxObsV2yrihA4GW+/1NEJudghq80unUuOdkUI+5GHy/hRdhEaGSmbNoYLt2ZMpDRZML5qnlUx9Ty6c+pvfeeEsHntypzh27dejnT6uqfr7SqZRiycIb4hTDMjDENX8HxYXoqWxfMlxZzHZDNfj3yOyJaZEAZp1yCDKBkE5POgw1rIErjEOVMYKwCCOMVRanW/kZb7s+rYW4YN0aLVi3Ru/74mf19nO/1MEnd+ro879S3+mzevyP/7NWDw9TjVVXTXtf7sXXWPMcZYJWemjI6PYlsw8bI9VLsw80lmV+H2HEAwJQPAKYOUH9bNPp9LjDUIGZxFkJo/yfs2iuG6ok34aLRmIxNV1/rW78i/9V89eu1JxlizXY26vn/t//Tz/++B/o6f/rr3Vs74tT3p/7AO4u+WGK8XUWs9MJy6DBDZkIAEIhiC+xnLQzaVgM4nEXgspiuFFZhBHm5izaMjEONbfC5feRR2IxxWqq9cG/+t916s2DOvBkuzp3dKizvUPJBfO06oPXa9XN21XbuKz4jftUER2P8TAawAY303nBEdQ31gBgCkHAJ+l0pk8AEDCERRiRu3SG79s1Mmdx+HhTKSky9jpHU9+2ndmupPlrV2n+2lW65guf1bHnf6UDT7br1fsf0Sv/9LDq16/Rqlva1Ny2VbHq6km3m7lBl2DOotF1HEvR4KaES2cACDRe6EAKZoUuMwy1fNdZDOuxg7CIkMms+2diu5kLtIllIjIdRfN/LxKNqvG6LWq8bov6zpxV547dOvBEu57/m29q7999R8u3btLqW9q05JoNsiYIr37NtZxw+6UYImpyzqI7rMf4KFQzLzIAmBHkh1dC7ezjpFLMWUQgERZhhKnKoizb8JxFM9tOD47fJCZRN1eXfuIjuvQTH9HpA506+NOdOvTzp9W161kl5s3Vyg9cr9W3bNfcpsZxj1uOY2SdP/NzFs03uHEZ74ZqqPkSMFqQQw78FZZ/67AcpxTcKldmziJLZyB4CIsIFcu25Bgo39gRd6iigcqiZSld4HbnrW7WvNXNuvrf3aOje36lg0/u0v4HH9Vr9z+iBZes1qpbblBz23XZrrDZ4bPp9IQVyCkfu/E5i6VYOsN89XJE+G/oQDkrh4dulCfHScuOxGb6MIwhLIYXYRFGhK3BjSx/u6HmbToSKTpw2RUVaty6WY1bN6v/3Dl1/mK3Dvx0l/Z85V7t/fr3tPDqy9WwdVO2ymqiMU/m4Es1ZzEYS2dM57w1NZ8WAFD+nFR63HtQ2OcsItwIiwiVseb/+bNdc2FR01wLsbK2Vus//mGt//iHdfpglw7+dKcO/GyXju/5tSoSlZKk0wc6tWDdGr+OOMuyzTbQyQ5XNvG5j+wk87PpioIlkRbHRjUHQRSGB+8wHGNQh3WOJ6jXI6dM11kk6IYfYRFGmJyzaOI6b0fMhUXbx8A1b1WT5n3x97X89lt0/Fcv6fDDT+ps5xE99oX/qHlrVmr1zTeo+abrVFlb68v+jM9ZLEWb8BI00QEQDlwHEFSZ6STlt84i33PhV36vMBAovi+dYeqtm8HlFTIdS/0NoXZFRPVXXa7Vt7RJkq75wmdk27Ze+Lv/qQc+/jnt/K//Q0ee2aP00PiNdQqRqeSWoMGNwcpiKZvoUFgEwiOMD97wRxD/7Z20I7sMK4uuIH7mKAyVRRhhbM6i0bmQkpNO+b9x2/Y9hI5ucLPmdz6gy+68TWe7jujAkzt16OdP6UjHHlXWztHKD2zTqlvaNG9V0xR2ZJsdIlqC5jMjSzmanbOYGYdKWhzNPVeBUkulUkqn09kfqVRK/f392a8H+bwM8rGNFqZjDTInnc72T/B8LcRDOcN87MggLMIoI5VFAzcmO2JynUVzgSt78R3e/tymRl3zR5/R1Z+/W+/88iUdeLJdv3nkSb3+4KOat2qFVt3SppU3bVPl3MKGqZpeZ9Gt+slkE51SDHWVhpsBGV6eA5iFHMfJhr3cAOj+evTP7o+xDOWMtkin0zpy5IgSicT/z96bx0dxXvnev6equ3rvlloIBGK1QCADZgfb2BgwmwE5NsROHDvxOI4ny+TO3Llz7yz3nffOnXlnyZ25M5NMNk8mcRLHyTiO8cJmEJjFS7xhG6+A2GywMcFILbW6W2tXvX90V6kluqXuVh2pqnW+n48/wgg9z6Pq7nqeX51zfgc+nw8ej8dyB1qrrYehI580VIYZCVgsMiSQRQBloo2TsM+iJNHU/WmaZmws/UWKkGVUL1uI6mUL0dUWw9mDL+L0ngN47fs/xesPPozqZQswfcNqTLxuMSRH7tuAoI4sGt4zlCKrr6Amm0XwE3aGGYz+oi4fATgYsixDkiTIsgyHw2H8v/53mf/f09ODjz76yPg5j8eDRCKBeDwOIQS8Xq/xHwu10sWKr62mqpC4zyJjQVgsMiTQpaGa30swNS6hK6eQaNJbkV89nhLwY+at6zHz1vVoPfcRTu89iNMNh3H+t0fgCgUwbfUNmL5hNSpqa7IsXZBG/XqNkMimKKrPYnHufrwRMqOHzGjfYAIw8/sDoQs6SZLgcDgMsZf5tb8ALPRz2n8NlZWV0DQNHR0diMfjhnAEYEQcvV5vSdeSmQELgaGjqSog0ZxxGGYosFhkbAWVeyalG6qQJbKngoU2tQ9NnoiFD3wRC+6/Gxdefxun9xzAyV37cfzJZ1A2bRKmp9NUPeHy9AS0qZWkLUv0OQpwQx3SgUcAGtcsMjYkn7TO/gJwsM9TpqhzOp1wuVxXCL/+AnCkEELA4/HA4/EAgCEc4/E42tvbAQBut9sQjsOx1lKIJFkRK9fPpVpnlF6fRTuvnUnBYpEhgap1Blk+P6FoEUKCljR3XMM0pMiIqJAkVC+Zj+ol89EVi+ODQy/i1J6DOPLDn+P1H/0C1UsWoGbDKkDTaA8tw9AD0aiLJD588TbIWIFC6voKjfbJsgxFUa4Qef2/2v1Q6Ha74Xa7UVFRgc7OTkM4NjU1oampCW63G16vFz6fb0RFLlNalKobKj/4sD8sFhlbYUSiTG4CTNnCgcqUxxgbQ6v5U/w+1G5eh9rN69B6/mOcbjiEM3sP4fD//r+QFQcgZFw+fhJjZs0wa9kGpOm/xiSpL+QblhBshsqYRv8UzmQyaUS5IpEIAFwhAPON9kmSZET7stX1ZQq/UiPzGuWzh7hcLrhcLoTDYXR1dRmpqs3NzWhuboaiKPD5fPD5fHAMUP9d6tjlAYGVhYuWTBoPrnNhl+ucDTuvfbQzeu9sDClkkcX0jVRNJiGbuDHrxjkkDeglMejT+2LpTeM0Z92hSdVYeP/dWHDfXfjkzXfwyrd/hOhHn2DX1/8MoSkTMX39Kly19iZ4x4RNma835Ya0aDE9hXUPCUxpk09aZ/9/MxCJROIK4Zcp9rIJwFKMWAyVQg+viqJAURSUl5eju7vbiDhGIhFEIhE4nU4jVVVRFKJVM6WKqqp0vaRHEE5DtT8sFhlbYYij7m7ATLFImIYqEbTO0G+6va0zzDXQEZKECYvmYfzi+eiMxrDoq1/E6T0H8fqPfoE3fvwIJiyej+kbVmHS8qWQh3Ao6o3omrXybHMU/iCgqMi1EKxHc2Dlp/mFoGlaQXV9yWSyoGifw+HIGe2TJAnt7e2IRCKorq4e1VGsoWDWe9HpdKKsrAxlZWXo6ekxIo4tLS1oaWmB0+k0UlWLEY6l8plhCkDTcopFfj8wIwnvNgwJVJFFvR9isidp6ptXkij7LAq6tg0SrdjS9dKMjWswY+MatH18EacbDuL03kM4/Df/AsXvxbTVN6Bm/SpUXj2z8AkMp1JKEx39T8Q1i0KQz8GYR66oXjYXz3yifUKIPlE9p9OZNa1zKNG+rq6uofzKDBEOhwOhUAihUAjJZNIQjq2trWhtbYUsy0aqqsvlKmhsq0dj7BY1svJ6teTgkUUrrjtf7Lz20Q6LRcZe6Gmo3T2D/MNCxyWsnZNk09NbdYMbiVhsiX5R0UB1Febfdxfm/97ncfHou0YbjhPbGxCaNAE1G1ahZu1KeCsr8v49AJC259CLFklSjPvDWnHYMbNhu07/aJ9u6pLLxbOYFg5MaSLLMoLBIILBoFFnGovFEI1GEY1GIUmSkaqqu68yDKCnoZZun0XGvrBYZEigOjjpLS7UHnPFImUaqhBX9vYybWyTaxavGD/VaT7bN1C1YC6qFszF0j96AB8efgmn9xzEG//xS7zx419hwqJrMH3DKky+YRnkgZ6ki+GILA7ei9I8eEMfCoXU9Q012jeQsYtV4QOjuVALfFmW4ff74ff7oaoqEokEEokE2tra0NbWBkmS4PF44Pf74Xa7+YHDMGLJa62qRvZUKWHlaC6THywWGVLIDG5MFov6AVE1ucUFkE6dJc4T1UyuWTTIo97S6fFg+obVmL5hNWKfXMTphsM4tecgnvvbb8Pp9WDqquWYvmEVxs6pu+JnqdKV+06S/lpAn8Wi1sMboUH/aJ+maWhraxtQAObbwkGW5azRPjMatjMMFZIkGcJR0zRDOCYSCcTjcQgh4PV6jf/sAj/AMA9NVXO6ofJ1ZkYSFosMCWSRxXRtodliUU9DJXEoEcL0PotA2oRFr7Wkas2h93PME//4Ksy793OY96U7cfHt93F6z0GcPfA8Tu7aj2D1eNRsWImr1q6Ef1xlanziyCgwjH0WS1SYDBbty7dhe1NTk/HnTFGXrW+fnaJ9DFMoQgijhlHTNHR0dBh1jvF4HEDKQAdgkWA2Vr6eqmpuSzCrwJFF+8NikSGBrHWGkYZqtvunbnBjfoROSBKdmJNo6/FSNYvFRdmq5s1G1bzZWPaHX8GHz7+MU3sO4M2f/Cfe/Ml/YvzCuajZsBrBieNT/540skif6pqaB7ByGmpmtC9fY5dCGrY7HI6sTdpbWloAAFVVVRztY0Ycq4kFIQQ8Ho9Rv9je3o5EIoFYLAYAOH/+PNxuN/x+PzweT0n2vhwJLHkfUpNGqU0pYbXPHFM4LBYZWyGIahZ701DNv6n1N4kxd3DCiCj0msWhrd3hcaNm3UrUrFuJ2MVLOL3vME7vOYAX/v47cLhT9YyRsx9i8vKlJKmcvQ8uTB+6/0zDphVzRfUGigDm28JBr+3L1sKhf8QvH/T0Uz7kMszg6MJRlmW0tLQgEAggkUjg8uXLAAC322205LDCZ4qjRuahDpCGCtj/Gtt9/aMZFosMCXStM2jEYm8aKk3rDAo3VH1sgMjFFQBMXru/aizmffEOzPviHfjdO8fw/uPbce65V3D0oUdx6pkDmL5+NWrW3wR/1TjT5qSOvhrzFLkPDpbWmS0SOPA6RB9xly3Ns/9X3sTtBb9e5mCH6xgOh1FRUYGuri4jVbW5uRnNzc1wuVyGcOS+m/lh5SiXpmo5U+6tvO58scPnjckO310YeyFo+iGSuqFKEpkBDWV/SCBV70eVvjlubh3cQT/OPfcK6m7fiNZzH+Hoz3+Noz97FFXzZ2P6htWYsuI6ODzuoU0k8n8QMNTNTNNSvfDyFYCFNGzPFe3rL/wYhsmN3Q7d+j1JURQoioLy8nJ0dXUZ9Y2RSASRSAROp9Oog9TrHRmboWkD9llkscWMFCwWGRLIW2d0myu+KN1Qi677G2hM/foaWah0NZGkEbm0+czYubOw9A+/gvinl3Gm4TBO7TmAF771Xbz8nR9h6orrULNhNarmzS4qfGdcqwJ+jXzSOvv/m55kEpqm4sKFC1nX0F/4ZUvrHErDditjtwM6Mzqw6+FbF45lZWXo7u42hGNLSwtaWlrgdDqNiKOiKMOyJrtcS6vei7Rk+kxTgpFFTlW2PywWGVKoDG6Spqehpm/QJH0WM9w4zb5Z6mOT9VkkFixG0C913X2VYzD37q2Ye/dWfPreCZzaexAfHHgBp/Yegr9qLGrW3YSa9asQmFCV1/CapqEnvQnrjoMDCcCe9Psqm+DT6d+wXY/2SZIMAYGxY8deIQBHM3xAYKyEnQ/d2XA6nQiFQgiFQkgmk0aqamtrK1pbWyHLshFxdA3U83aUYbX7kl5eUEoPCZnSgcUiQwJdZDHdOiNpssGNTNe4Xci9dYXCbOGQvs6D1bEVTUZN5EDpMcVipP9mueyVs2eicvZMLP3ml3Hu+Vdwau9BvPWLx/HWw79B5ZyZmLzqBoy/fhEklyunAASAtkufAgAikWbIn37aO3eWhu2yLKOzsxOhUMj4//4RwFzootBOPdIYhrEmxexFsiwjGAwiGAwimUwaEcdoNIpoNApJkuDz+eD1eg33VcYipPerXPusnR9ycGTR/rBYZEgxP7KYrtEzObJoGPJQpKGmo3NmOkLq69XFC13NYq9RkVm3+cwWDp2dnQCA9kQCLS0tWdM7VVWFqJmEGd/4EiY1t+DSS6/jdy++hte/+xPI//4wKhbNxYQbliE8ZyYcTueVDdtb2gAA5aFyTJgwYcCG7bFYDJ2dnQgEAoUbRli8dQbDMH0p5cOrLMsIBAIIBAJQVdUQjm1tbWhra4MkSUaqqtvtLvpa2FUIWG29RrmHlHtdVltzvthZ6DIpWCwyJJBHFntMFkeG6KLps5ganKItB3HrjEy31SxCt9C6vmSy7/VtTzdqb4tGjX58mdE8h8PRt65vzBhMqZsJcf/daDl5Fmf3H8YHB17EpZfegG/sGFy17iZMX78KwYm9bqrJQAAA4FQctPU7Nt3IGYYpbSRJgt/vh9/vh6ZpSCQShniMxWIQQhjC0ePx2FaU2JneNNTSLVvg95V9YbHIkEJVs2h2ZNFwFaXQXBJd1NJoOD/EyGL/hu36146OLgDAp5cuQTgcV4jDgcinYXtH2t02HA5jypQpBW0mVXPrUDW3Dkv/4Ms4/9vXcGrPQbz7qyfwziPbMHbOLNSsX4mpq27o/QHq1hnguCLDMNZGCGHUMGqahvb2dsTjceOrEAIejwderxder7fkaugsG+Uy0lBLL7KoY/f1j2ZYLDK2ordm0dwIoOFBY/K4QKYQJdikDLHYO/ZAUb1CG7a3d7YDADoS7XB6PTn79vV38cw73TaeSP0aKH4jkRUFU1cux9SVy9He1IzT+5/D6T0H8dI/P4hXv/sQqhbMNq5LvhTzWpGbATEMM2oYDlGjRxT1Ouv29nYj4phIpO7NHo/HiDhmu69bVnwNgtWEi5rOatIfiPfHrteZKQ1YLDJkUNyMBZFYBGG/QkOIFpHimiuts709JeJao60AUpG/nnPnCor25dOwPVZRgbMAqidWw0lgiGC2wPJUhDHnc7dhzuduQ1PjaZzacwBnGg4DAF76lwfR3HgGNetXITS52tR5AXDNIsPYAD5058bj8cDj8aCiogIdHR2GcNT3G7fbbRjkjHaXZ7PRH/iKAdJQrSZw88Wuda1MLywWGVshOfSaRaI+ixRGMWlB1NXVDWRp2J4rApjPoSaZXq8sy0bKUGakr78QLJReA51hqIk0mYraGlTU1mDGpjXY8ZU/QaBqLN799VN451dPoPLqGZi+YTWmrloOxe83b1I+hzKMbeDDa27cbjfcbjfC4TC6uroQi8WQSCTQ1NSEpqYmuFwueL3eYevjaBaWfVigp6GW4HvSstecyRsWiwwZQggyN1TT01Dl/PsV9hd7gxm7NLdEAAAXzn8EJRS4cu4sDduzpXVmCsC2tjY0NzdjTGUlAKAsFMSYMWPMuyAZawMAaEStOQSd+Y+O7HQCAOZ8/jaMmz8HZ/c/j1N7DuClf/l3vPq9hzB5+RLUbFiNCYvmDWmeUtzkGabU4INr4SiKgnA4bAhHPeIYiUSMf9Pe3g6XywVn+n7LFIb+oLqU01B5j7QvLBYZWyE7zGudoWlar5FLjhYOhUb7+os+l8sFrydVD1JeXg7fmLApDdv1m67+VaUwzwEyXGKJNipDixJuhBntPzzlZbj6jnpcfUc9mk+dTaWp7n8OZw/+Fp5wGSavvB63tAfbAAAgAElEQVSBhXOgTZhQ9DwMw1gfIYTlD69WXJ+iKFAUBWVlZeju7kZbWxui0Sji8Tji8TicTqfhrGrFqKNVRZdugEfRz3ikseo1Z/KHxSJDBkVksacz5c55+cRpJLu7jahRrqjeQBHATLraYgCAWLQNLS0tWRu2Z0vr7B8BzEZzIJXm6MswEjANwrYcQGafRaI+jlKvkKNCZDEBAoDw9GlY+s37sfhr9+KjV17H6T0HcfLpvVCf2I0ztVdhxi03Y9rqG+AKXhkNzjGTyStnGIYKPsAOHafTCb/fj2g0inA4bLTlaG1tRWtrKxwOhyEcXS7XSC+3D5YT4trAYlHTNOutuUDsvv7RDItFhpRCN+TMFg7ZBGDLpcsAgLPPPo+PX30DVTcuQ9WKZfCMq8w5ZqbIu6Jhe/p7Pb6UIAiVhQpu4TAY+s2fRHARR+YEdc2i0K8NpVgc+Emt5HBg8vJlmLx8GZo//gTv725A86tH8cp3/gOvff+nmLR8CaZvWIUJSxYYbrzZJyLNprUtfEBgrASLRBp0YRgKhZBMJo1U1Wg0img0ClmWDXMct9s90su1HKphcFN6kUUd3gvsC4tFhhRVVdHZ2TloXV+2aF9/hBBwjQkDAMbfsBRaVzfO7z2Ec7sPoHLe1ai5ZTWqr1sMp8vVJ+KXD13p84ME81OTDMFlYqqokYZKKUQz5iGLXOo9pSiMhYxJUl/yMdFxlQUxce1NWHrvXYidv4DTew/izL7D+PDwS/CEyzBtzQpM37AK5dOm5JyHYRh7YOXDq51FrSzLCAQCCAQCSCaTRg9HXThKkmREHD0ELtv5YLXXvjcNtXT7LDL2hcUiQ4a+Sei225lkpnJmi/ZlS/UUQqDnxFkAQOW0KVjw5bvQ3tSMk888i5M79+Plb30PnvIQpt9yM2o3r4F/fFXea+11QzW/zyKlSYwAsdiSsqdwmsZwRBal4gRvuGYqwt+4D4u++iV8/MobOL33II4/sRvvP7YdFbVXoWb9Klx1841whYKpebjPIsMwJlIK4kCWZfj9fvj9fqPtk17fGIvFIElSn16OpfA7F4PeWmugNFS7wq0z7A+LRYYMXeiVl5df0cevWPTWGVraDdVTEcY199yBuV/YiguvHUXjjr1499En8c6vnkD1kvmorV+HidcvGTh9EJluqASCTndwJRBc+ropWk8Aw1CzmKOe0ORZUnPksdlm28wkWcak65dg0vVL0NkaxZkDL+D03oN49bs/wZEf/hwTr1uEmvWrTF81w/THzgdGpjQpRAhIkgSfzwefzwdN0wzhqKesCiHgTdf2ezyeIZ0VzFjvcKLv4aXcZ5GxLywWGTL0GkEz00z0G2l/cSQkCdXLFqJ62UIkPm3Cyd3P4uSufTj4v/4RnnAZZmxagxmb1sKfo7aRsjZPFJAGWezgVPdi+ppFffOzXmQxG65QEHW3b0Td7RsROfshTu89hDP7DuPc86+khLumIdnVBdmCLoAMwzBWIVMYapqGjo6OPsIRgBFx1HsIlzL69jRQGqrdsavYZVgsMoRQ3BgkRzpddIA+i97KCsy7905cc89WfPTqG2jc0YB3frkNbz+yDdVLF6C2fh0mXbvIiPhlrnWwusliMJ4UEii63sgcdc0isRvqMLXOMJPyaVOw+Gv3YtED9+Dj147i+b/7V3TFEiwUGYYZMqMpGiOEgMfjMR4sd3R0IJFIIBaLGWUsbrfbEI7FtpyyMnq2VCm6oY6m93KpwmKRIYOidYZwpN6y2gBi0fi3soxJ1y3BpOuWIH7pU5zctR8ndz+Lg3/5LXgrKzBj482YsWkNfJVjeoUjheiSzBd0xqZBLBbp+yzSitHUFLR1kUKWMfHaRfBXjUPzqbMkczAMYw6Z9wG7Hr6tBMV91e12w+12IxwOo7Oz04g4NjU1oampCS6Xy0hnLVQ4WlW49KahlnYElbEnLBYZWyHJqbfsQJHFbPjGVmL+fXdh3pfuxPmXj6BxewPeevg3ePsXv8HEZYtQe+s6ADSiS5Lo6goF4dhAZs0irVikjCwa58E85hjS78vnToaxFSwWrY/L5YLL5UI4HEZXV5chHJubm9Hc3AxFUYyIozPdd9mOGGJRLr3IIsCfNbvDYpEhgyKyKBuRxeLEkZBlo6de7OIlNO7ah1O7n8X5vzgCALh49D0kLjfDm27RYQoEqZa9N15aMScIoqJ9x6d3Q4XhUkr8RJk3Q4axPFaNLDGDoygKFEVBeXk5uru7jVTVSCSCSCQCp9NpCEclRzmAdQ1uSr/PImNfWCwytkJypp1FTehZ6K8ai4X33435v/d5nH/xNRz63/+E3739Ph7//O9j0nWLUVu/DhMWzx/yzZsy+tfbp5DKgCb9u1OJUerIJZDRZ5H2kGi1wwfDMANj5c+sXUTtSIkvp9OJUCiEUCiEnp4eI+LY0tKClpYWOBwOeL1e+P3+nMLRShiRxQGuo5XfrwNh96gow2KRIYSkZlHW3VDN64coyTKmrLgWsqLgqjU3wh0K4NQzB3DuhVfhrxqbclLdeDM84fLi1iwIU0XJaxaHJ7JIJXZTcwyDIE3NRDy+fbHLwZdhrAQfsPPD4XAYwjGZTBrCMRqNIhqNQpZlI+Jo1XvRYGmoDDOSsFhkbIWehlpozWI+SJKA0+fFwge+iPn33YVzL7yCxh0NePMnv8JbP/s1Ji1fgtr69Ziw6JqCUg6NXogmblLGIcIQQlQ1i8OQJgq69QOAKCJVt5jflw922eHrwlgJq4oFxhxkWUYwGEQwGEQymTR6OerCUb8fdXZ2WqrGUX8AnqvPop2jc3ZeO5OCxSJDhiRJ6OnpMXVM4aRzLRWSZIwrORyYunI5pq5cjujHn6BxRwNO7zmID597GYEJ41C7eS1qNqyGp7xs8HF1wWVC6mzOsanSUIeptQWpwY1Em0rbOxHt8AzDMFbFimJAlmX4/X74/X6oqopEIoHW1lZ0d3fj8uXLaG5uhsfjgd/vh9vtHtHfQX9eWor9JPkBjf1hsciQYvZNotcNlaLFhZQ1YhmsHo/FX7sXC+7/As49/zIadzTg9R89gjd/8p+YfOMy1Navw/gFc3NGGynTIHsbzhNF5ozWFtRpovR9Finbc6Smsd5hiWEYhkmJML/fD03T0NTUhIqKCqOfYzwehxACXq/X+G+47+dGaY2UfV67Cy7eH+0Ni0WGDIqbg+zMv89ioUiSNKAmkp1OTFt9I6atvhGt5z5G484GnN57CB8c+i2C1eMxo34tpm9YBXco1Ofneg1uzF+zHs1Sk/Z0QwVS0VHK8XvrOvP/keJaZ/BmyDCMefABmw6v14tAIABN09DR0WHUOcbjceP7+n/DEe0r9T6L/F62NywWGVtBGVkUkgDyFHShydVY8o37sPArd+PD515G4/a9eP3Bh3H0J7/C5BuvRe2t61A1b056XDoTF72+wc41i0ISwxC5HIYns7wZMoyt4APs0LFqK4pc9N8HhBDweDzweDwAgPb2dkM0JhIJAIDb7TYMcmQ5e03hUNHPNLmEKdf9MSMJi0WGDIobm9AjixSRKEkqWISmHFRX4Ko1K9DywTk07tyH03sP4eyBFxCaNAG19esRnDQBAKCauGbj2hbQcL6oeYYhsggQ1ywaBjeD/w5Dec/yPs4wDGNvdOFYUVGBzs5OxONxxONxNDU1oampCW63G16vFz6fz1zhqBpFi+aNaRFY6NofFosMKWZHc2SH3jrDfPEiSUNLhyybOhlLv3k/Fv3+F/HBwRdxYkcDXvvBT43U2cjpDzBh0TyzlpuCunUGcZ/F1BTmt1jpPz4A0rJIwD5P1hlmNJN5r7HyZ5YP2COPy+WCy+VCOBxGV1eXEW1sbm5Gc3MzFEWBz+eDz+eDwzG047QRoc1RswhY+/3KlDYsFhkyKG5sUtrqmqTBvSybIopkRUHN+lWoWb8KkbMf4q2fP4YPD7+EIz/8OU7ufhYz69ehZt1KKAF/8Ws1IovErTOGwQ2Voh9nvwlSX4kNbji0yDDMaMNuxivFps0qigJFUVBeXo6uri4jVTUSiSASicDpdBqpqoqiFL6uQdJQ7Qw/+LA/pfeuZCwDhQjQ+yxSGNxAmN/eonzaFMz9whYAQN3WTVB8Hrz6vYfw2Ge/ghf+4d9w6d3jQxpfkohbZwj6er/MliU0E+T/OwwtDXWYaiNtCF8Txirwe5EZKoqioKysDNXV1Zg4cSLKy8shhEBLSwsuXLiAjz/+GJFIBF1dXXmP2euGWno1i/yZsz8cWWTshURnuCJJsql1hTr6Db5qwVws/eb9aD79ARq378WZ/c/hdMMhlE+bjNpb1+GqNTdB8fsKHTz1lehm3OvkSinmiMWooI+O9kFVASITBIZhzEEIYdvDN2MdHA4HQqEQQqEQksmkkara2tqK1tZWyLJspKq6XK6c46jp/UmSSnPv4M+avWGxyJBBEVkUhDV6QpZoUhX7NYUP10zFtX/8VSz+2r04c+B5NO5owCvf+TGOPPgLTFu9HLX161BZVzvwWjNvvELQ9J1Mj525dpo5JNqaSONaEYvF9OusahpKc7tnmNLB6tEOq69Px25uqDokrb1kGcFgEMFgEMlk0khVjUajiEajkCTJSFXV3VcN9NYZMvdZZKwHi0XGlpidLgoAEAIaQb/CXI6iDo8btZvWonbTWjQ1nkbjjgacefY5nHrmAMLTp6K2fj2uWrMCTq8n27AGqf6QVDWL9JFFaoMbDFNk0XiQkUwCQzQ7YBiGBrsfupmhMVyvvyzLCAQCCAQCUFUViUQCiUQCbW1taGtrgyRJhquq2+3u3WMFV4cx1oNPNAwZlE+SKA7+kiRBzbPPYqHjAgMLroraGlz3J1/H4q//Hs4++xxObG/Ay//67zjyw59h2s03YOatG1BRW5P1Z1P9IW1csyiIW2cYkd381gIM8fclbTPCMAzDDJXhjHRJkgS/3w+/3w9N0wzhGI/HEYvFIIRAtKU1vbBhW9awoWkaWX9KZnhgscjYEk0zX9QJmchoReQfnXN6PaitX4/a+vW4fPwkTuxowNlnX8DJXc+iovYq1Navw7SbbzRq4jRNA4REJuaGxQ1VIkr/7QdV9FVHP3yoHLlgiOCoGGNVOM0wP4QQRg2jpmno6OhALBbDhc5OAMCFTz5BGTR4vV54vd4+7qh8jZmRgsUiQwZlSwSadFGJRBQJuTjH0jGzZmDMrBlY8o37cGbfYTTuaMBL//wgjvzgZ5iy+gYEF89FZWVlKo2TrM/i8LSdIDefEYK27hIZEUyOLDLE8KGx9LGz+6WVsdIDFyEEPB4PPB4PmsrKAAD+QBAdHR1IJBIAAI/HA6/XO5LLHDL8XrY/LBYZUkhuzIJGHAkhkbqhFrtmxefFrNtuwazbbsGn759A4459OLv/OSR37cfZGdOgqSqSBVh0F4Igbs2hz0G9gQtix9VMSOppGYYxHT7AMlZB358qKsJwhXoFYzweR3t7OwAgFosZ7qqc1skMJywWGTJIaxYJIl1CFiRRIdHPDXUoVF49E5VXz8T8B+7G0W07cemFV5Hs6kbjzn3QVA219esQrpk65Hl0emv4CA1uCCPQvXMUJkiLWg+noTKM5bFSZKkUsJsbqmVf/7Rfgp6J5Ha74Xa7EQ6H0dnZiU8++QSapqG5uRnNzc1wuVyGQY7DBoZqdnl/MNmx/juMsTUUN2YhqNJQifospuv+1KR5dZZKwI/qtTfims/fhh2f/xq8Y8px6plnceLpPai8ujZV27hqOeQB+jrlw3BFFqkMenonoTMBMqYw0lAtehhhGKYPfIBlrIKaPtOILH0WFUUBAASDQXi9XiPiGIlEEIlE4HQ64ff74fV64XQ6h3Xd+cBpqPaHxSJDBunNgSKySJXeKmWY0Zg1ZvraCiEgOR2oWjgPC+77PE43HELjjga8+H++h9e+/xCuWnsTZt66HmVTJxc7UeordWsLavMZSYC8z2IazcSHAgzDjF74gD160M8e+sPlPt/LiN4qigJFUVBWVobu7u6swlGPOOoik2GGCotFxn4QtVpIuaHS9VmkMj6RpJSLqysYwNWfrcfVn63HxbfeQ+OOBpzcuQ/Hn3wGY+fMQm39OkxdeT3kAjaQ4XBDBb33DADa9hxAxrWyaprTCMLXhLEK/F40FzteT0uKcE0Xi/n3WXQ6nQiFQgiFQujp6TGEY2trK1pbW+FwOAzh6BpiltFQ4Mii/WGxyJBBdXMQAFSKyKIkIdndTTIuQCO4Uq0zrqz5q5o3G1XzZqOz9X6c2nsQjTsa8MI//Bte/d5DmL5+JWrr1yE0eeLgax+OmkVJom9rIRVWF1nMAag3CGu/wxPDjEb4AMtYBTWZWyzms6c4HA4Eg0EEg0Ekk0lDOEajUUSjUaPXo9frhdvtNn39A8F7ov1hsciQQbcR09SfkbXO0I1PTIwsZl7b1Lqzj+0KBTH7zs9g9p2fwcU330Hjjr04/tQevP/4Toy75mrU1q/DlBXX5ow2DkcdniCKFPedJL8Na0jvWaEbGbEbKsMwQ4MP2DRY9br2pqHmjizmuz/JsoxAIIBAIABVVbMKRz3i6Ha7h+WhCT+YsTcsFhn7QVZbKNG4ocq0/ffyrbWsWjAXVQvmoqOlFaf2HETjzgY8/3ffxqvfC6Bm/SrUbl6L0KTq/oMDoI8sktcsCok+11WYb2RUCvAhgbESVhUL2bDDZ8dubqiANdeaj1gsBj2i6Pf7oaoq2tvbDfEYi8UghDCEo8fjseS1YUYeFosMGb0pjObmq1P1zBMSTZ9FPeJElYYqZLkgIeQuC2HO52/DnM99Bp+8+TYat+/D8W278P5j21E1fzZm3roek25YBtnpHBY31GGpJxT0hZG9/TTtcxhlGIZhRh5N1bKa22Qy1HOUJEnw+Xzw+XzQNA3t7e1GH8d4PA4hBDwejyEcJROFK4tQe8NikbEfZJFFQdJQXb/hkkXnRJECRQiMXzgP4xfOQ3tzC0498ywad+7D4b/5F7jLgpi+YTUmLFkAgPZpvJAEvVHpcPRyxDA4xzIMwzBFY9XIsqYmUxkw2b5H0oIsFVH0er0AYAjGRCKBRCIBAIZw9Hq9QxKObHBjf1gsMmRQRRap7DOp0iENl0wCIappmikGMZ5wGebevRVzv7AFHx85isbtDXjvN9vx7qNPAQA+fb8R01Yth0TQ/FcIQW5wk+8DhqG8T4WsRxa5ZpFh7ICVD7B2O2Dbaa1WRFO13pKVHFBeY4/HA4/HAwDo6OgwUlXb29sBAG632xCOsnxlL0imtGGxyNgPATKxSJKGShBZ7GNwI0yMiAqB6iULUL1kAdqbmvHuY9vx/mPbceKpZ3DuuZcwfcNq1G5eA//4KnPmQzqiO0xtLWjhNFSGsTpWjSwxw4NVX39NVXPWKw73mt1uN9xuN8LhMDo7O42IY1NTE5qamuByuYw6R0ceD5Dt9uCDuRIWiwwZmZFFs8elqlnUkkQRS9BFnIQkk0REPRVhXP3ZzXj/se2o27oJ8YuX8O6jT+Kd/3wS1YvnobZ+HSZevwTSUJ8yCkFvcDMMdZEger8zDGM+fHg1Bzve76z42g8kFkcSl8sFl8uFcDiMrq4uI+IYiUQQiUSgKIoRcXQ6nSO9XIYIFouM/SA0uKEQLRKBSUzf1hmCTGvpNRRl0yZj6TfvR/zTyzi1+1k07tqPg//rH+GpKMeMjTdjxqa18I+rLHISib6eUCosdbmo9egvCaehMowtsKJosCt8LYdGSixmv4ZWEeSKokBRFJSVlaG7u/sK4eh0Og3hqGS04+LIov1hsciQQXVzEIKoH6IkiNxQaWvZKGv+jM0rvXZf5RjMu/dzuOaez+KjV95A484GvP3INrz9yDZUL12A2vp1mHTtopRDawFzkG+GeUajh1SzaKQbW2NjZxjmSuzy+eQDNh1WvK4psTjwvmmldTudToRCIYRCIfT09Bipqi0tLWhpaYHD4YDX64Xf7x/ppTImwGKRIYciDZXGiEYmMaFJjU2TBpkyuKFxhwWQIXT7rl3IMiZdvwSTrl+C+KVPcXLX/lS08S+/BW9lRTrauAa+yjF5TDE8KaLUxjP6Rs59FhmGYZhC0JK5I4tWx+FwGMIxmUwaEcdoNIpoNAogZZrD2BcWiwwZZE/BBEhaLQhJIoz+SdBU80REn2sryYT1kHodXu7xfWMrMf++uzDvS3fi/MtH0Li9AW89/Bu8/YvfYOKyRai9dR2qly7MWY8xLD0QJQnU/TmMl8QmkYvhwkpPwxkmE35vDh27RGp1rBqxzadm0Yrr7o8sywgEAggEAoZwbGpqssXamdywWGTIMX0zMVl4GcPKdOmQQpbIRARlGqeUTovJJ/InZBmTly/D5OXLELv4OzTu3IdTzxzA+b84At/YMZixaQ1mbFwD75hwvx8chqgfCqsZLe56ml+byjCMueifbbuJHKa00TRrGtwMBV04NjU1GW05GHvCYpEhg6xmURJQewjSUIUEjSqFUEhQqfosUqZx6q9hgWm//qpxWPiVezD/vrtw/sVX0bijAUd/+ijeevgxTLpuMWrr12HC4vkQkpQ2FhqGyCJ1pqtshBZpJ2IYZlTA0ZjRg5bUBm2dYcf3g53XzvTCYpEhg7J1hu3SUCW6J9lCEmQOnL1tP4r7eUmWMWXFdZiy4jq0XbiIk7v24eTuZ3HuhVfhrxqLGZvWQEsmh8Xghro9h26HyjWLDMOMFuwWobXqeq3aOoNhABaLjA0h67Mo07VwkCSZRNClDG4IaxbF4DWL+RKYUIWFD3wR8++7C+eefwUnduzFmz/5FQDAHQrgwpG3MGHRNRnFfyZCXxbZ++SUO2cwDMMwBaCpyVS5SrbvWVTg5gNHFksDFosMGXQGNzQnfyEEmRsqZV0elXgGMgxuTExzlRwOTF21HFNXLUf0owto+G9/hfbmFuz7H3+NwIRxqN28FjUbVsNTXmbanJTtRQzyMANiGDPgg5c58HUcfVjX4EYzejKXEnYWukwvLBYZ20HlbEmahkoYtaRcd7E1i/kSnDgBgYnj4auqxKzbbkHjjga8/qNH8OZDj2LyDUtRW78O4xfMHXK0UYj86iKHkjpNlXbNMIx52OXzaVVRkw27rNPKaKqaqlfJ9r0SiM7Zee0Mi0WGENvVLMq06ZxmRy2Nm6+gc+DsrVmkO2Dpc0xbfSOmrb4Rrec+RuPOBpzacxAfHPotgtXjMaN+LaZvWAV3KFTkJPQupSK90ZOZJDEMwzAliaaqGSZppQeLRXvDYpGxHalWERTjSqSii64thww12UUztok1iwPNkXndQ5OrseQb92HhV+7GB4dfQuOOvXj9wYdx9Ce/wuQbr0XtretQNW9OYXMMQ59FsBkqw9gKPsCOTqz4umuqOmgaqhXXzYwOWCwyZJCl5eWZUljwsJR1hRJNb0jgSrFl6tjDEVnM4VQqKwpq1t6EmrU3oeWDc2jcuQ+n9x7C2QMvIDS5GrWb16Fm/Uq4goF8ZqGPLKavlco1i1dgl9Q/pvSxy3vRTutkETN0NFUF0n2NS4lSSKFl9C7SDEOI6WmokoBGUbMoEwo6gqilbmyT6iFIXbNIeHDJI624bOpkLP3m/bjz8R/jhj//L1ACfrz2g5/iN3d8Bc///bfxu3eODTyFlF/q8lA2NOPhCJVJkk3hQwLDMFbBquJWUzXDUO6K77HgYkYYjiwyZFDd2GgNbggjdIQmNFqSVsyRGeigsOsuu1yoWb8KNetXIXLmA5zYsQ9n9x3GmX3PoWzqpJST6vqVUPz+fpMMg0spsRkQwzDmIYTgwzdjGfJJQ7UjLHRLg9J7ZzKWgUwsUhnc6E5kFCmuEk0apKal7LZJawolutYcQPFtLcqvmopr/+gB3PH4j7H8T/8ATo8br37vITy29St48Vv/hk/fO5ExB13NaO8cepsR0mkYhhkCdknvtAt2u55WXa+WTAI5xKJV15wPdl470wtHFhn7kcNeesjDpp3IVFWFJJtbOyCEBJWsHpK2Hk8IwtYcGPr6HW43pt9yM6bfcjOaT3+Axu17cWbfYZzaewjl0yaj9tZ1KTFKLRaNjZ7VIsMwQ4MP2aML/cFvqcKRRXtTuu9MZsShMrhJdnVBUzUku8x1ADXMXAhaHwiZsq6QXszR1yyas/5wzVRc+8dfxZ3bHsJ1//3rkBQnXvnOj9HywUdoajyDT4815jVOUe9Zo2aRD3kMwwwdOxywWdSag6aqGQ8c+32vBFI57bx2hiOLjA3pSiQAAL+54wHUbl6LmbdtgK9yzJDHFboTGUlfDvPrCnsNbopL48x/IrpaztT45rdCcXjcqN20FrWb1qKp8TT2/enfINHUhN3f+HOEp09Fbf16XLVmBZxeT7+lmGBww3moDGMJkskkkskkVFU1/tze3m58nyrbY7RhJyFgWYObpArhKD03VKY0YLHIkEEVWfSPHYPmaAxV82fj3UefxLu/fgpTbrwWdVs3YeycuqLH1Z3IVFWF2bdsyrpCSmOe1Pi0T48Fcc1lRW0N/FVj4Q5Nx+QbluLE9ga8/K//jiMP/gzTVt+ImbeuR0VtzdAn0s8fxC06GGa0ogu+/gJQ/3P/v8tGR0eH8ee2tjZcuHABfr8fPp8PssnlBwyTL6qqwik5B/w3VhS5g1EKUVGGxSJjQ4ScStVY+dd/itjFSzjx9B407tyHDw79FuEZV+HqrZswddVyyIpS2LhGGqr5wiVVl0dXs0iZJkpes0jYJ9KYAwIQArX161Fbvx6Xj5/EiR0NOLP/eZzctR8VtVehtn4dpq6+sfg50pFplcJ9iWFKkMHEX38hmAtJkiBJEmRZhtPphMvlgizLkGXZ+Hv9PwCIRCIAAI/HA03T0NzcjObmZng8Hvj9fni9Xkscbq2wBmaYUFUIfljBWBQWiwwZVJFFIXpvqP6qsVj01S9h3r134sy+53DsiV144VvfxZEHf47a+tpIReYAACAASURBVPWY9Zn18FSE8xtXonNDhSSbLriMg4SQSHv70YtRDIP5TN/fYcysGRgzawaWfOM+nNl3GI07GvDSPz+IIz/4GcYsW4Da+nUoW1hW2Bz6uY77LDKjEE3T+oi8waJ+g4k/Xeg5nU643e4+oi+bAMyXTAHmcrlQXV2Nrq4uxGIxxGIxtLe3QwgBr9cLv98Pj8czwGgMYD9Ra8X1pvosll7Nop3XzvTCYpGxHdka1zrcbtTWr0Nt/Tp88sbbOLZtJ95+5HG8+6snMGXl9ajbugmVdbV5jauqBAY3hI6l1K0zqA100nmudOMDqRTRLHMoPi9m3XYLZt12Cz59/wQadzTgzIHn8cmhl/DerOmorV+HaatvgMPtHnwOiebhCMOMBLnEXy4BOND7PlPcKYpyheAbivgbCvoBVlEUhMNhhMNhtLe3IxaLIZFIIB6PQ5Ik+P1++P1+KAVmqzBMvqiqWpKCivfD0oDFIkMGWZ9FeWAT3/ELr8H4hdeg7cJFHH/qGZza/SzOPvs8xsyajrqtmzF15fWQHFe+9fU0Qgo3S0kyX3D1MbghrVkk7rNIvP70JIP+DpVXz0Tl1TMxdtPNaDv6Hs4/+wJ++08/wJEf/AzT1t6EmfVrUX7V1NxTpM2lSYW1TeEDw8ijadoVAm8gAZiv+HO5XFmFX+bfWYnB3osej8dIT00kEojFYohGo4hGo3A6nUZ9oyPLHsJYH6sa3EBN5jzblML905LXnMkbvtsx5JiehqrXFg5y0w9MqMKSb9yHBffdhVN7D+L4k7vx/N99G0d++DPMvHUDauvXwRPuTTXUI4skh31BV7NIHZmjrikUgjgyil5hnQ9OvxfTNq3BwnvuwKV3j6FxewNO7d6PE089g8qrazHz1vWYuvJ6yC5X3zlk3gwZWjLfw7r4yyUA+6d95iv+nE5nzsif/nU0IISAz+eDz+dDMplEPB5HPB5HJBJBJBKB2+02vk/RH8+yoqYfdlmn1VEHaJ1RCvB7xN6wWGTIIIsspm+oajIJOY+nuw6PO5Vq+JkN+PjIWzi2bSeO/uxRvP3I45i2+gbUbd2EitqaDBFKYHAjDx7ZKgZN0wBJkFrAC4mwRySQFtLENYuisLpL/bUaO6cOY+fUYck3v4zTDYfQuKMBL3zru3j1ew+hZt1NqdrGqZPTP0VnkMSUPnod30ACsCvdW/bDDz8ccKzBxF9/AThayXePkmUZwWAQwWAQ3d3diMfjiMViaGpqQlNTU5/6Rj4UWxurRulKtWaRKQ1YLDJkkBnc6KKuuxsoJBVICFQvmY/qJfMR/egCjj+5G6eeOYDTDYdQOXsmwjVTUuNSuKEKCVrS/FpIgCbFtQ/UkUViA53UJEOL7LqCAVz92Xpc/dl6XHzrPTTuaEDjjgYce2I3xs6dhdr69dDSta5WPYwww0suY5dcEcCB0EWdJElQVRWBQAAOhyNr1G80i7/hwOl0oqysDGVlZejs7DSEYyKRgCRJRrTRnU+dM8PoqGpWPwa7w0K3NGCxyNgOKZ0GlexJFv0GDk6cgKX/5StYcP/dOPXMszj25G6c2N4AADj25G7M/cLtcIdCJq1YF0SmDZdlbPv2QUQBKaJFT2HiJlw1bzaq5s1GR+uXcXpvOtr499+B7EqZX3RG20ybi7EOg7V26C8AByIzwqcbvuSK+mWKv5aWFrS0tCAcDvPhywK4XC64XK4+xjhtbW1oa2uDLMuGMY7TOXD/PDtjt4djVl1vPmmo/JlnRgoWiwwZVJFF6Gmo3T1DHsrp9aBu62bUbdmEI//+MN779dN4/7HtOPHUM5h2842o27oZ4ZqpQ55HSBKS3d1DHqfPmLrIsnkfRGoDndQkwvSIsTsUwuw7P4PZd9yKi0ffxavffwiR0x+iO95u6jwMDfk0ds9H/AkhDHHncDiyir9MAcgHvpGF6l6jG+NUVFQYxjitra1obW2Foijw+Xzw+/1513xaVdSUAlb8DGpJ1TDZKyU4slgasFhkbIeUdgxTe4YuFg2EQEXtVQCAm//hf+Kjl9/A6b0HceqZAxh3zdWo27oZk5cvKbpprpAkMsFF74ZKbaBDnEaL1EalUkVHhUDVgrmoWbcSR374c3jHlNPMwwxIvs3d8xF/urhzOBxXuH1aQfzxwcu6ZLbaSCaTRv/GTGMc3VGVX0fGQBu8ZpFhRgoWiwwZ5AY3ZorFjHH9VWNx7X/9fSz8yhdwcvcBHH9yNw791T/CN3YMZt12C2o3r4US8Bc+NpEgEuQ1i6A1oCnQfKa4KfJPAy72fdv7c7yxm8FAzp7ZooG50MWfHvlzuVxZDV/0v+MD/OiB+rWWZRmhUAihUAhdXV1GfePly5evMMaxK3Z0Q7XielVVNXr15sKK6x4MjiyWBiwWGXKoDG5Ukw1jjD6L6YOn4vdj9p234urPbsb5l47g2LadeP1Hv8DRnz+GmrUrMGvLRpRPm5L3ms0WXPrNt1Cnz4LnIa5ZpF5/ehL66KVuvETdM9Km5NPYPR/xl1nP53Q6DfGXSwAyTCYjFaVRFAWKoqC8vBwdHR2GKU48Hu8TjVQUZUTWx4wsWjKZ05yKI4vMSMNikSGD6kmSkYaaNDmyKOs1lv3+XpIweflSTF6+FJGzH+L4E7txuuEwGnfuw/iFczFryyZMum7xgMXpQhC2tyCOLFLXLIIwRVcn9doQb7j6QwxiUWoFNE0b0Nkz83s96QyA8+fPZx2rv/hzu91Ze/yx+GNKBbfbDbfbDU3TDGOcaDSKaDQKh8MBvz+VucLRmNGDxn0WGQvDYpEhh8rgRus2ObIo9D55ucctnzYF1/3J17HwgXtwctd+HH/qGRz8y2/BP34s6m7fhOm3rIbi9105tkzTq1BPAVLJaxYpxejwPDml7+WoT2S/p8C5xF+uyF++Dd4VRYEQAt3d3QiHw1kFIMOMFCN9gBVCwOv1wuv1QlVVI021paUFANDW1gaHwwGv12vpz8pIX8dCsGrarKZqqXNCtu/ZcE/R4TTU0oDFIkMGXWRRb51BU7OYT5TOFQxgzl23Y/adt+Lci6/h2LadeO0HP8WbD/0KNetXoW7LRoQmT8wY3Hw3Tt0NVSISohkT0RroDFeKaAE1i8VszvrDBiuULGqaltPZM5sAzFf8OZ3OnFE//c/9aW5uRnd3N4LBIOWvzDB5YdWDtyRJCAQCCAQC6OnpwUcffQQAaGpqQlNTEzweD/x+P7xeLx+8S5BSjywy9obFIkOO+TWL6dpCs2sW00/1ClmvkGVMWXEtpqy4Fs2nzuLYE7tw6plnceLpPZiweB7qtm7GxGULIUky3SHF5q0thiVFVIC2VyQyHjYQRZDzaexejPjLJfrMavDOB1uGKQyHI3U00+sYdUfV9vZ2CCHg8/ng8/ksYYxjVfGdC6uuV1PVkrxXcmSxNGCxyNgOo2aRLA21uMN+ePo0LP/Tb2LRV7+Ixh37cOLpPXj2L/4OwerxcHjcSJrQF7I/Wtpum9aAhtptlbgmEnq0kHQKIL0X5nOtVFXNq7G7/ueByCb+cglAM8QfwzDDgyRJUBQF4XAY4XDYqG/U01WtYozDQmDoaKo6YGsuu15jq4pzpjBYLDKkUNzg9Aig+WmoaYObIQojdyiEa+75LObcdTvOPfcyjj2xC5fePQ4IgVe/+2PMun0jghMnmLFkAGkhZHKKa5/xJXu7rQK64yrdHKqqIpkWvF2dXWhraxswBXQgMsVdpvjLJgBZ/DHM6MHj8cDj8UDTNMTjccTjccMYx+l0GsLRyvWNTHYGSkMtBcFlV7HLpGCxyNgOvWbRfDfU/GsW80GSZUxdtRxTVy3H/j/7/3DpnWM4sb0Bx57YjYnXLsKsLZtQvXhehjNKgetN19bpablkEEcWUzWLZMOnJ5EKEryqqqK7u3vAHn/9xZ9uShFri6GpqSk1rRCGwHM4HFAUJWdz95Fq8M4woxW7ft6EEIYwTCaTRqQxEokgEonA7XYb9Y38QOlKrPi6a6pmPLDOhhXXXAh2X/9oh8UiQ0qxZiEDjpkWi5rpkcW+fRbNxFMegisUxMbvfwuNOxpwYvse7P/Tv0Fo8kTUbdmImnUr4fC4ixs8IyJKUSBPXbMI4qifjqqq6OjoGFQA6q6E8Xg8y1Jzi79Y2sAlEPBj4sSJLP4YxoLYIUpTyBplWUYwGEQwGER3d7chHC9fvgwA8Hq98Pv98Hg8JPcjq7qL2g1NTZZ0ZJGxNywWGdthRBZ7zHcXBYhaLKSjc55wGebdeyfm3r0FHxz6LY5t24mXv/0jvPEfj2D6xptRd/st8I+vKm7dmgaKLZu6z2IqRbSw8Qdq65Dtz+0d7eju6sbFixevmFuP7jkcDrhcLsTjcTidTgSDwSsigAMdii57U2YTkpAMgwqGYayHXQROoWt0Op0oKytDWVkZOjs7jfrGRCIBSZLg8/ng9/vhcrmIVmwPrPjapyKLpRcFZoOb0oBPNAwpNJHFdLqo2ZFFIw3VXOOc1Nh9r4PkcOCqNStw1ZoV+PRYI45t24XjT+zG+4/vxOTrF2PWlk0Yv/CagcdM33yNWstkEiCoVaGuWdQNbrq6uvISgAPV/Ol1fHq9n8vlMvr9dcoSxo0bN6j4SyQSRv1PQegpRMMQJWUYZuiU8gHW5XLB5XKhoqLCMMZpa2tDW1sbZFk20lidTudIL3XUo2czcWSRsSosFhnb0VuzaLIbagF9FgseW0g5W31U1tWi8i9r0f71e3H86b1o3LEX5158DWXTJqFuyybUrL0J8gBPgo2aRbLWHIXXLObT2F3/2hqNQtVUXLhw4YpxMl08nU4n3G53n7/rX/+XC8WlQEDKy2q+2AOkhN4IL8Mw1mQ0fj51Y5yKigokEgnEYjG0traitbUViqLA7/fD5/MVZYxjlygtYN3X3oi+DRBZtMs17g9HFksDFosMKZQ1i6aLRcI01FRT+IHH9VSEseDLd+Gae7big4Mv4v1tu/DSPz+I13/0CGo3rcHM226Bf1xln59JGdwQps8iFVlUVdWI/A0mAAeL/PUXfx63G1A1VFZWXiEAzfsl6OsiDdtza55HGIaxCVSiJrPVRjKZNPo3Njc3o7m52TDG8fl8JX24t9rvpj9IHsjgxq5YVaAzhcFikbEdkkOvWTRZLMp0BjeQpEFbJujIioKa9atQs34VLr17DMe27cJ7v9mO9x57GpNvWIZZWzahat7s3jRUvT9knjdlvcF7Ps3dk8kkOju7IHp6Boz8ybIMl8uVNeqX+edsfOTzAgB8Pl9e6y8KIdFvWqLXaIhhGOtjNdEwnMiyjFAohFAohK6uLqO+8fLly2hqaupjjMPQ0puGWnp9FpnSgMUiQwpNn0WqNFS6w74kFWcSM3ZOHcbOqUP80qc48fReNO7chw+fexnh6VNRvXYFKhbPM5rBd7a3o0cMngI6kGjK1uDdqTghhEBlZeUVAtAU9PeIphXdRiSfKajFYlqz85NUhrEw/Pm8EkVREA6HEQ6H0dHRYQjHeDzeJxqpKErWn7eLkLHqa6+fDUq1ZtEu7w8mNywWGXLMvtHJDprWGRJlzaIkAXmOq0f++gg9l4KpWzdiwsZV+Pi5V/DBngN454cPw+n3wj9lIgDgwicXoPQzZckm/nJF/XL143I4ndCSKlnkL1OkCzNTTzPnKLDPYnEYapF4HnvBBwXzsPuhkbE+brcbbrfbqG+Mx+OIRqOIRqNwOp2Goyo7PpuHbqonyaXbZ5GxN/xpZ0ixU2RRDw2ZLRZVVYWa/ppIJLKmf2YKw4GQZRlVK5ahetX1uPT2MXzUcBifvvEOAODDXz6Fujtuxdg5s+BwOExrxiwkCarJwrzP+BlptGTbYQHtP4p9zxpuunygZxhmCFjBFEQIAZ/PB5/Ph2QyaRjjtLS0oKWlBS6XC36/31b3Oytc12wYe5MozdYZVrveTOGwWGTIMd3gRqKpLextnTHwevu7eeaq/8ts8xCLxaAlk7h06VKfsTLNXDIbvGeL+vUXf7Iso2xWDSLPvYKjP/lPXH73OJ59+Q1UzKxB3ZZNmLpqOWQTbNGp+yzqCpGy1m84jAME1ywyDFOCyLKMQCCAQCCAnp4eI021qakJQGpPjMfj8Hq9LAyKgFtnMFaHxSJDCsXGYbbBjS70urq7AQCJWBwtLS05DWByIYQwBJ7D4egj/lIpnBrGjx9v/N1Qr43+855QCACw+cF/widvvI33t+3CC//wb3j9wZ+jtn4dZn5mAzzh8uLnkSRSJ1ExLE9TBb2IkzJqLxmGsTwsbArH4XCgrKwMZWVl6OrqwieffAJVVfHpp58a0Ui/3w+32z3SS7UN+t4kyRxZZKwJi0WGFIrWGXqfxVx9C3P188sWAcwUf+2fNgMAYm1taGlpgRDCiOo5HI4+bp/ZIoAD3RAVtwuammqUbDZ6RFRWFNTWr0dt/Xp88sZbOLZtF976xeN455dPYOqq6zFryyZU1tUWMQFxZJHQWKjPHHm+D4t9z0oFutIyDDP88OfTPBRFgSRJcLlcCAQCRsQxFosZD0kHMsYZKawmXrRkeu8bILJotTXnC3/eSgMWi4zl6S/uOrq6AADxWAyXLl26QgzmQhd/euTP5XL1EXud6fTW8rIQpkyZYurNWUiSUcRu2phG6wy9GXzv7z5+4TyMXzgPbRcu4viTu3HqmQM4s/95VNbNQN3WTZhy0/WQ8jQoEJL5gr/P+MMgsobDDdXY6HlvZBjGBOwiEIQQ8Hg88Hg80DTNEIyZxji6o6qp/XNLBH3vNstnwGrY5X3M5IbFIkNKtijNYH39+kcF+xNvbwcAdHV0oqury3D61MVf/3q/fBu8y50pESogTL+5pcQijYoQUu5ay8CEKiz5gy9j/pfvwum9h3D8iV147m+/Dc8PfoaZn9mA2vp18JSXDTw+cWSxt9aPVpDSt87gmkWGsRN8iDUfIYQhDJPJpCEcI5EIIpEI3G43/H4/vF7vsIsj6xrcDFyzCFhvzczogsUiQ0pXVxdUVcVHH32UcgUd4CCd2dDd6XTC7XZnbfOAqk9wDIDf58PEiRPNW6xEF+ESIqOtgtk3/TyMVZweD2bddgtmfWYDPj5yFMe27cLRnz6Kdx55HNNW34BZWzahorYm+/DUNYv6/kgp5kT+aajFT5F+HTi0yDCWhdPizGWg6ynLMoLBIILBILq7uxGLxRCLxXD58mUAMNJUPR7PcC3XkmjJ9DXkyCJjUVgsMqToN4lMs5dMUVhI5E9HVlIOn7lqFoteqxEZMrklBwAhm99LUI/aikJErhCoXrIA1UsWoPX8xzj+5G6c3nMQp/Yewti5s1C3ZRMm33itUReq/wytGyp9f0JRoFgs5kCp146C8lrZGDvX3TClhdXfh3YTtPlcT6fTifLycpSXl6Ozs9Oob4zH45AkyRCOFHX9Ola9rqreZzGHa7ed7512XjvTC4tFhhSXy4Wenh6MHTvWtDElOfW2NbvPoqS35EiaH0XTI4uqqppes1Fs+mNoUjWW/eEDWHD/3Ti95wCOPbkbh//6n+GrrMDM2zagdtNauELBVAotaWRxOAxu6NKADbLUjjIMY12sfoi1+vqKxeVyweVyIRwOo729HbFYDG1tbWhra4PD4YDf74fP54PThNZPtkBPj5W4npOxJiwWGVIo3FDltDGL6aJugNq/oWLUIph8LVJP7fSIVnHXQ/F5Ubd1M2bdvhEfv/oGjm3bhTf+45d46+ePYdqaFeiOJ4iFli6y7G1wIxnvH9JpbEepHngZe2LV6NJoRAgBr9cLr9cLVVWRSCQQi8XQ0tKClpYWKIpiCMdSNsYxHpRyZJGxKCwWGdshOdN9Fk0Wi8Zhn+K0r0fPCKKWxthDPAQJScLEaxdj4rWL0frheRx7YjdONxxCT0cnZJcL555/GZOuX2JaGm3mvAC1wQ2to2t6ltQXPowyDDOKMEMMSJLUxxhHr29sbm5Gc3MzPB6PYYxT7HxWNbjRzzKl6obK2B8WiwwpFDdlXayY3oqCUNAZKa4EQqI3omXeukNTJuHaP/4qFj5wN/b+8V+h5ew5HPxf/wj/uErMvP0W1G5cAyXgN2Wu3vcItcFN/tdnSDWL4NAiwzDFM9qjn7IsIxQKIRQKoauryxCO7e3tRjSypIxx1NLus2jXtTO9sFhkyKFKQzW7ZhEEokvH8HAxUeAaN2Ajsmja0AaK34+yaZPQ3d6OxV+/F8e27cLrDz6Moz/9NWrW3YS6LRtRNnXy0CYxahapDW4K+LfFzCHpdamj+6DHMHaBD7HWR1EUhMNho75RN8XRjXH0aKSiKCO91KLRXeIlmSOLjDVhsciQQhJZTKehFlujlwvaNFQ9GkrXlsNsd9jM8TVVxeTlyzB5+TJEzn6IY9t24fTeQ2jc0YDxi65B3ZZNmHjtogH7ROUefxiMYYQg739ovNdHeVSAYZjRw3BGjjweDzweDyoqKoz6xmg0img0CqfTadQ3OhwDH22t9pDA6LMoSrPPop3XzqRgsciQQlEr1uuGau7h36idS1IIOkLHT5NqFnMhpL5RufJpU3D9f/8GFv3+F3Fy134cf+oZHPh//gGBCeMw6/aNmL5hNRS/L//xxTBEFiWJvP9hr+hlscgwVoU/n/ZHCAGfzwefz4dkMmkIx0gkgkgkApfLZQhHW9QB6nufHdZaIJqmlbQ50WiBxSJjO2Sn7oZqciTNEC3mR+j09BIzBZEuTozIIlXkLEdUzhUMYM5dt2P2nbfi3Iuv4ti2XXjt+z/Fmw/9CjXrV6Pu9o0ITa4efHgip9j+ULuUGsY/fBZlGEujR8OsGvGwqhGLFZFlGYFAAIFAAD09PUZ9Y1NTE5qamvrUN1r1uvamoZaeGypTGrBYZEixU2QRSJmUqBSiizCyqBvzUIktIQ38GgpZxpQV12HKiuvQfPIMjj2xG6d27cOJp55B9dIFqNuyCdVLFxjX4MoB9PVT9nKU8r4+RW/K+kNh7p3BMMwowUqRWofDgbKyMpSVlfUxxkkkEpAkCS6XC4C11gz0PqAuxT6LLHRLAxaLjO0QemSRQHhJktSbEmIigqAesvcGTNvUXq9ZzIfwjKuw/M++iUVf/SIad+7Diaf3YP+f/y2CE8dj1pZNmL5+FZzevg52Yhj6EwpBPAEAAfp0WjvDhwbGCmQKBX4/li79jXFisRji8TgA4PLlywgEAvD5fNYwxknvGblq/q0mbpnRB4tFhhSKzVgy0v0IbqAFCKPChtXrIWmioQCdSEnVLBY2trsshGvu+Szm3HU7zj33Et7ftguv/tuP8eaPf4npt6xG3e2bEKiu6vMz5AY3xPttbzot7TwMwzBM/ujGOH6/H7/73e8gyzJaW1vR2tpqGOP4/f4Rq63Ts5mMLKESgx/K2B8Wi4ztkB2pG7rprTMACFmQpKH2CgkKQUTsJjoEAS3JMqauugFTV92AyydO4fi2XTjx9F4ce2I3Jl67EHVbNg+PMYwQBV2fofRZpDbSYRimeOwUpbHLIdsu69QJh8NQFMWINurGOG63G36/H16vd1iNcQw31BKMLNp57UwvLBYZUihqFoXTCYAqDVU2vSUHQNuDz3gaSRhZNOM1HDNzOm74n3+ERV+7F407GnBi+x7s+x9/DW9lBQCgp71jyHPkQojCahaLEovURkPMqIcPXgwzdIQQkGUZoVAIoVAI3d3dRn3j5cuXAQA+n88wxqFGzzgaqPWU3QR5JnZeO5OCxSJDjvkGN3rPQhojGkoTGpKx0zdiEmOe9Phmps96wmWYd++dmPOF2/Hh4Zdw9KePAgD2/Nf/F7X161B3+y3wV40zbT4gVbNIXUtIbTTEMAzDmI/T6UR5eTnKy8vR0dGBeDxu/CdJktGGQzfIMRs966UUxSLXqpcGLBYZUihuEpQ9C1NuqBR9FtObgIlrNq6tRF2zmH9UrhBkpxNXrVkBWXHi0F/9E8bNrcPxbbvw/m92YPLyJajbsglVC+aaMtdAm7BpGA2VWSwyDDN6sJsYGGi9brcbbre7jzFONBpFNBqFw+Ew6hsdDvOOz4OloTLMSMNikSGHKnWKwiwm5YZKUQupu6FSCFHi1hNE0dbe4VPrX/j7X4Q7FMSJ7XvQuL0B5154FeXTJmPW1k2oWbMC8pCe6mZE/fI42BTzOkmG423BP8owzAhgVZFj1X6AowkhBLxeL7xeL1RVRSKRQCwWQ0tLC1paWuByueDz+eDz+YZsjKMldTfU0uuzaOe1M72wWGRIobxJkETSJIlkXCNVlMINdRgii6S1UhkbpHdMGAu+/AVcc89n8cHBF/H+4zvx0v/9Id740SOo3bwGMz+zAb6xlUXPQbpxGanGrBYZhil9RksNrZ6K6vf70dPTg3g8jlgshubmZjQ3NxtOq16vt6j9pbfPIkcWGWvCYpGxLZpGEAGUJJraP8MN1bzN1diUjMAiUc0ikYA2xs+SoisrCmrWr0LN+lX43TvHcHzbLrz766fx7qNPYfKN16Ju62aMm1tXwBypr5qmgerxhWFwM0oOUAxjR/jzaT52iRyZEbF1OByGMU5XV5dhjNPe3m5EIws1xulNQ80eobT7e9Yu7w8mNywWGVJII4tJ82+gqTRUmxncpDcYqtYZIuUOQzI2kHFtcmyI4+bWYdzcOsQvfYoTT+9F4859+PDwSwhPn4a6rZswbfUNkAdprGwIUsJNV5Lp52AYxjz4EMsMBUVREA6H+9Q3JhKJPsY4fr8fyiD7k/4wthT7LHIaamnAYpEhhfIm0RWLmz+oJEiiaJJkvoNr/8giVesMqmvSS35C2je2EgsfuAfzvnQHzjz7PI49vhMv/p/v4fUHH8aM+rWY9Zlb4B0THmgK2rYWBNFjhmFGH3aPJFkVyuvq8Xjg8XigaZpR36gb4zidTkM4ZqtvZIMbxuqwWGRsR7KzEwAQu3gJOx74b5j9udswddVyo6XGUEilXJqf3grS1bsRZgAAIABJREFUyCJtU3shJLKoJVD4+mWXCzM2rsGMjWtw8ei7OLZtF9755RN47z+fwpSbrkXdls2onD2z7xwi/024+D6Lqa980MsOXxfGCmS+DzniMTT4M30lQgjD+CaZTBr1jZFIBJFIBG6326hvNEzR8hCLdn2vcmSxNGCxyJBitLkw8YYhu1yAADzlZUh29+D5v/s23vzxL3H1HfWYsXENHB530WNLkkQk6AhNaPRrTGCeA6TEHGlkcQgpolXz56Bq/hzELv4Ox5/ag5O79uPsgRcxZuZ0zNq6CVNXXg/Z6ey9RhxZHHb4oMAwzGhElmUEg0EEg0F0d3cbwvHy5csAYNQ3qj1pgxuZI4uMNWGxyNgSIQQUnxe3/fQ7OP/yEbz36NN49XsP4ejPH8Os2zZg1u0b4SkvK3xgSSKphSTtDWm0bKCqWaTdwIQJLqL+qnFY/LV7Mf/3Pocz/z975x0exXWv/3dmtldphQqoUESVhCg2BhuMjQ3GpmOKwTZ24iTXzi/dNzeJk5ueOHGq06tvXLDppmOwsXHvjSKawTTR1baprHZ3fn+sZrSSdqXd1ZxlZvX9PA+PEGjPOZqdnTnvvN/ywis4uGE7Xn/4D/jg709gxLyZ7U/AWRZ1FaTcURKLBKFWtPD51MIatciVbEmi1+uRlZWFrKwstLS0yMKxsbERdbW1AIDW1mDc12v1oRs5i5kBiUWCKSycxbaBI+KC41B87QQUXzsBlw8dRdXqTdi3cgOq1mxG6cxpKF86D46iAQkPy/NsQi7b+ywyGJvrvdjqlqgQWhY5FUqGb+pMJgyfOxPD587EuQ/24vCG7fj4ibXyHDVHjqFgbEWv54lF9LlOEATRW9S+yaZ+kKlhNBphNBrlwjg1ushW/NLlS/CGWuX8Rr1eT/cTQhWQWCQ0CQcg3El45Y4ajht//C14qs+hau0WHN+1B0e3vYCSKdegYtkC5JaNiD1Y9Lg8mwb0clsFBUNF2wvcsM5ZjBL8TMbvmLehFAOuGoMBV42B9+wFvPGrP+PivoPY9Y0fILdsOEYtmo2BU68Fr+t6CUx540NhqARBEKpHTeLWbDbDZrUAAFz9+iEo8HC73XC73TAYDLBarQDUteZk0fLaiQgUIE0whZ3bwsWt/ukoGoBrH3wAi1b/A5V3L8KFj6uw40sPYedXv4czb73X/WaeF5jk/rWHirLLWWTR8gNg2/YDgOxcsooRtRcWYODUiQCAq+6/By0eL1796e+xftn92LdyHZob3IrMw7dbpIqMRxAEQWQ+0p7D4XCgoKAAxcXFyM7OhiiKqK+vBwB4vV74fD5yGokrAjmLhDZJoPefOTsL4+67E6OX345PduzGwXVb8dJ3fwFnSREqls3H4OlTI8VPooiEoTLIWWQouDpXVFMa1j0K5fHTUERn+OzpqLhjPs6+9xEObdiOjx5bhX1PrsPgm6/HqEVz4Bo6OPU5qOw5QWgKcjyUQSvHUa1CS15X2z1EEAQ4nU44nU40NzfjwoULCIVCqKmpQW1trVwYx2w2X8FVJ45Wzg8iPiQWCaawukhEtGJiF36d2YRRi+ZgxILbcOrlN3Bg9Wa88au/4MPHnkHZojkYPvcWGGxtoR6swlB55QVRusJQWbb9AKJbZ6ShPUc4DHAcCq8Zj8JrxsN95iwOb9yBYztfwrGde5A/ehT6T58C19jy5OdIR8VVgiD6DLTJZoPajmt764yu69K3PdDOysqC0WiUi+L4/X7wPC/nNxoMhrSuOREopzVzILFIpAXFhQyX/Ji8IGDwzVMx+OapOPfBXlSt2ogP/vkU9q1cj+Fzb0HZojlt1VCV77MoicUwix6OjEWKnFPI7KmstH5Gw0fP0el3cBYXYuJXv4Bxn7sLx3e+iEPP7sDHv/8XTK4slC+eg2GzZ8DosCc1k0ofXhMEAarOqCRqdeq0hhSGyvfQZ9FkMsFkMkEURTQ1NcHn88Hj8cDj8UCv18NqtcJms0EXIxefIHoDnVEEU9jdlHvnAErFT+qOncCB1ZtwcP1WHFq/DUaHDdb8XAXXGYFFn8UuziKjME4lWlskND7DjUdPOaMGqwWjFs3FyIWzUbXrJZzY8SI++OdKfPz4WgyZMRWjbp+F7CGDEpyNNlAEoVZEUZQFI4lGZdDKcVSruJX3MgmmMnAcB4vFAovFgnA4LLfhaGhoQENDA4xGI2w2GywWC4S2lk5XAnIWMwcSi0RaUN5Z5BSxcFxDB2Pq/34D4z9/Fw6u34rDG3egqd6N3d/5GSqWLVCuzQLDIjQc85xFqXALI+uP9fhRU/R0znA8j/yrxyBr9EjYgmEc3vgcjj//Mj7ZvhsFY8sxatEcFF83odsWIirdjxAEoRHUKmoINoTDiTmLseB5Hna7HXa7HcFgUBaOtbW1qK2tjVRbbROOJNqIVCGxSDCFXc4ip+gN1VaQh2u+/DnUHj2Oxku1qD1yDLu+8QP0GzEU5csXYOD1k3rVY5AX2IVyMnfmGLii0bBwXbtOknyl0qxBJZj0jfsx/gt34ZMdL+Lwxuew5/uPwFaQh5ELb8OwWTfDYLN1fSHlLBKEaom+Tqp986z29WlN1KrW6Wq798XaYyRzjHU6nVwYJxAIwOfzwefzoampCRzHwWq1wmq1pq0wjmqPN5E0JBYJpjBrnZFCzmIi6AwGmPu5MPN3P8bxXS+jau1mvPKj38A+IB/lS+dj6K3TIBiNyS9XOg4M2nJI+XjMWmfI76E2x2+bJDJHgoI0+twy2GwoXzofZYvn4syb7+HQhm14/29P4OP/rEbpLTdg1O2z4RxYHP1qJVeueWijQBAEER9RqmXQzbUy2euowWCAy+WCy+WS8xsl11EQBDm/UY2FcQj1QWKR0CQcxzNxojhBAMQwBIMBw+fegmGzp+PMG+/iwOqNePvRf+Lj/6zGyIWzMHLBrTA6HYkPLOfMsQhDZZ1TyNhZlF0/JsN3mEPsxSQcz6NkykSUTJmI+k9P4tCz23Fs58s4suV5DLiqEiMXzY7MQVqRIAiCSJBwOAxOiB25pMRDcbPZDLPZDFEU4ff74ff7OxTGkSqqsspvpAeG2ofEIsEUlmGoTHLcOA5iKCpMiedRcv0klFw/CRf3H0LVqo34+PHV2L9qI4bNugnlS+bC1r+g52FZCq40OX/MVBBDIS3BJeks9kT2kEG47ptfwlVfWIFPduzG4Y3P4aXv/gIA0OL2KDIHQRB9E62Fd2oN1YmXcLjbfEWl4DhOFoahUEh2Guvr61FfXw+TySTnNyqxHgpDzRxILBLahAMTJ4rneTnZvDP5o0chf/QouE+dwYE1m3F06ws4snknBt1wLcqXLUTO8NL4y2XQ3kIak3nOH2vnUrqPMMxZlHNBFN6EGZ0OVCy/HWVL5+P06+/glR/9BuEgg/YoBNEGbbwItUBiQBnEsAjwsV09Vg8OBEGAw+GAw+FAa2urLBxramoAQM5vtFgsTOYntAWJRYIp7HIW+fY4fyWHFXigh3GdA4sx+Vtfxrj77sShZ7fj6JZdOLHnTRSMq0DF8oUonDAuxnIZVixlXE2Uec5iD20tFCXB3yGVHp6DbrgOrwAwZiURnkwQRFoh167volZxGw6HwfVg5LFcs16vR1ZWFrKystDS0iLnN/r9fvA8L+c3GpOs16DW400kD4lFQpNwPIdwkE0bikQdNEs/F676rxWovHsxjm57HgfXbcXub/0U2UMGonzZAgy+aQr4thyA9rxC5Z1Fub4Nk+I5aapWCnatPwBEhbr2/KN0YyOIvgF91glVEA6Dj+Msphuj0Qij0YicnBy5MI7X64XX64VOp5OFo16v73EsejCTOZBYJJjCylmM5CwqOmTbuPHDUOOht5hRvnQ+Rt0+GydefA0H1mzC6w//AR/9+2mULZ6LYXOmg2u7EbBpncHWmWPdZ7E9RJTJ8JE5WDncsaAbJEEQvUBrjoxW1qlW8RIOheQHmvG4EsdYKoyTk5ODxsZG+Hw+uN1uuN1uGAwG2Gw2WK3WHgvjaOX8IOJDYpFICyzEIhPhJXApt6DgdTqUzpyG0pnTcPadD3Fg9Ua899f/YO+TazBkxo2RH2IZhsosZ5Gxs5iG1hnyvYrEIkH0abTUZ5HoG4gi0lLgJlV4nu9QGEfq31hXV4e6ujq5MI7VaqXPVIZCYpFgCrMLB8cx2ZRz3RS4SYbCieNROHE8ag5/gqrVm3Fk83MAgGPPv4z8MRVwlhT2eg65wI1cPIdNYRXWrlxawlwVroYafx6QWIyDWp/qE30LOg8J1REOyakqnVGbyywIApxOJ5xOJwKBgJzfWFNTg9raWlgsFthsNpjNZvk1alk7kTokFgmmMGudwfNgEbcY6d+onMPVb+Qw3PCjb6Lm8CfY/sVvo/bwMWy69ysomXINyu9YgLyKkYrMw/FsnFZpbIBdTiEH9iGinFw9oOc5enfOcqQVCYLoE6hNyPSEWh8UhEPhHsNQ1YjBYIDL5YLL5UJzc3OXwjgmk+lKL5FQCBKLhCZhlrMo8EzCOR1F/QEAlfcuhRgM4fDG53D69XeRVzES5cvmo+S6a6JiJZNDFEVwvMBOzHFs2k7I48s6jqWz2DYFyyI6bah1Q0IQREfULnLUvj5CGcRu+ixq5X5iMplgMpnk/Ea/34/GxkYAQGNjIxwOqhKuZUgsEkxh1zqDkYOjUBhqF9oUkd5oQtndc1GxbAGO7XwJVWu2YM//PgJnSSHKls5D6YwbIBgMKQzPJiwXQFSfRUZCi7EYjUyRzqe22ri5pwva8BIEQXRDOAyuhyIxWoHjOLlHY2NjIy5dukS9GjMA7fneBIG2zT8DccHzyoahRo8LtBdx0ZlMGLlgFm5f+Rfc8IP/hs5kxFu/+Rs2LH8A+5/egIDPl9wEHM+udQbHuNoqazEamSWpOXrzu2rlSTBBEERv0OK1To0Pr8SwKEe/dPk/jYX6RiOtWc3Fe4jEIGeRYAozZ5HnwCRnkU+9GmqP4wIQOwk6ThAwaNpkDJo2Gec/3IeqNZvx4b+fxr6n12P47BkoWzIX1rzc2GNGHVs+LTmLrFpzsBWjQNTvwLjPIsfmtCQIog+hRRFGpE5YRX0WWaBFoUt0hMQioUl4jmezJ+cFNmGonZzFWPQfX4n+4ytRd/wkDq7ZjEMbd+DQxh0YctP1KF82H9lDBsV9LcfzbNpyAO25lKw2MFwanEVqnUEQBLQlxNS+ydbSsQTa8vvVeEzDoUi9hG5Q5boTRMtrJyKQWCSYwspZZJWjx/NcF/dPCdrbQ/Q8tqt0EKZ892sY9/k7cXD9Nhzd9jyOv/AKCq8Zh/I75qP/+MoYE2i4GqpUMpxp5wz2eZHtaGsDRRAE0RtIDPSOcFhMc149QSQHiUVCm3BsLqwscyGB5EI5rXm5mPD/Posx9yzBkS27cGjDdjz/3z9CzvAhqFi2AAOum9Bh3ayroTJ7isy4j2NkDrCfQ4K0IkFoAhI5fQu1OqFiOBxXLGo5Z1HLayc6QmKRYAqzPosCy2qoDJrb9yLU0mCzYfSdi1C2eC6Ov/AKDq7ZjFd+8jvYCvJQcPMUZM2/NdJnkVVOYZqcRZZhqMkK3pQ3FZx6NyQE0dcJh8Ns0gwURmvXEBIDvSQcbo+wIQgVQmKRSAuKh6EychZ5nocYYie6eiPoBIMBw2fPwPBZ03H6zXdx4JmNOPb0szi9ZRfCwSBCzc0KrjYK1n0Wwd5Z5NKRFxmZiZxFgkgj4XAYoVBI/hoMBuXvpb9L34uiiFCo/WFgQ0MD9Ho9DCm0KyIIpQgn4CxqEXIWMwcSiwRTmDmLjMJFI+OyC+cUlXAtOQ4lkyeicNLVOPDSq7j44hs4/86HOL77VQgmE8qXzIO9sKD380jTsa6GyqchnzCNT21FUosx0fKmh0gvoigiGAzKAlASgbEEYbzziud5CIIAQRCg1+vlv58/f17+mcbGRpw7dw4GgwEOhwNWq5U2thmMWgvciKH4YpEg1ACJRYIpzArcCIwu+DzHLEyJE5QXuM5hgzF44lXY+dmvQ2+14NiO3Ti6dRcGXn8typfNR7+Rw3o9B7P2J+0TRL4yEultk0S+MBK8HSBRRBBdkFy96D/xBGGyAjDWn3hEi4X+/fsjFArB5/OhpqYGtbW1sFqtcDgc5DYS6UOMX+BGy+6cltdOdITEIqFJOI5NT6JIGCqrFhQ8wozGFvR65JWPxPhHf4pDG7bjyJadOPnKmygYW46KZQtROHF8ymMnU8m1d+MzGb5tjsQFb6/6LIKiUIm+QywBGE8QJiIATSZTSgIwVQRBgM1mg9PpRHNzM7xeL3w+H3w+H/R6vew2prupuFZceBIDytBdGCpBqAESiwRTmLbOYAAnNcYVxXbHSyF4nl17C3AcIIZhdmVj/Bfuxui7F+GTbbtxcN0W7P7Oz5A1uBgVdyzA4JuvB69L8mPPvM+iNDzLAjdpqLgamSk97iVBMCIRASj9UaMATBWTyQSTyYScnBz4fD54vV7U1tZ2cBuNRmNa10QiTHnUeEzFUKhHsajGdSeKltdORCCxSGiSnhrYpj5ueyEUTuGNDMfzgILuXLQA6lw8R282o2zJXIy8fRZOvPQ6qlZvwuu//BM+fOwZlC2eg+FzboHeYk583WDoLKZByKWvwA1BsCPVz4jSAtBoNGpCAKYCz/NwOBxwOBxoaWmB1+uF3++H3++HXq+H3W6H1WrV/O9JqAcxLGZkNVStOOREz5BYJJjCtMANlE9Yl6qshsNh5TcDjHshxsq15AUBpTNuQOmMG3D2vY9QtXoT3v/bE9j35DoMnzcTZYtmw5zj6mFstmJOfqLK0pGTb8SMb15cGuYg+jTRn0cSgMmTzHXMaDTCaDTC5XLB7/fD6/Wirq4OdXV1sFqtsNvtMJlMDFerbrQmBlRb4CYcBq+PnSOrtWMcCzUecyI5SCwSaUH5MNQ2URcKQUg2rDKBcZV0ANvH5hBmVVFU6LmKa+GEcSicMA61R4+javVGVK3ZhIPrtmLIjKmouGM+nAOLY4/NuBqq3IMyIwrccFTghkiZngRgc3MzwuEwTp06RQIwjfA8D7vdDrvdjkAgIOc2+v1+6HQ62O122Gw2OqZESojhcI+CSouCi3JaMwcSiwRTmDuLra2AkmJRkEIuld/w84zCUNu+SXjNOcNLMfUH38T48xdQtW4rPtnxEo499xKKr70a5csXIn/0qM4TRb6yainCszvmXeZgXOAmohVJLBLtKOkAStjtdhKACpDKZ91gMCAnJ6eD21hfX4/6+npYLBbY7XaYzYmF+LNYHxEftV6bxQzts0hkDiQWibSg9AWPb9sUhYIhRU/i6DBUxeE4hhVFky+eY+tfgIlf/QLG3nsHDm/aicMbd2DnV7+H3LJhqFi2EMWTrwHH88zFnBwgyjRnkf0cAEWh9hWuVAhobW0t/H4/XK7uQ8eJ+Ch1DeA4DjabDTabDYFAQK6i2tjYCEEQZCcykwU8OUfKEKmRkHnVUOn8yBxILBJMYXaRaBs3HFKgyX30sFJuG4swVEFQNNSyQ4EbLvWWH0anA2PuXYqKZfNxbOceVK3djD0/+BUcRf1RvnQ+sgaXtM3D1llkGb4pPQRIh5AjrahNKAeQSBWDwQCXy4Xs7Gz4/X74fD40NDSgoaEBZrMZDodDMbeRyDzEcDhuexYSXIQaILFIpAVWOYtia1DZcQXJWVRWhAKRi70YYlgkppdiTjAaMWL+rRg+9xaceu1tVK3ahLd+93cYbFYAQKu/SYmldoV1aw4gpfYcKRVD4EA5i3G4EuFUJACJzkS/z0pvwKPdxtbWVjm38eLFix3yHnU9pE5Q6CEb1FvgRgQyuM+iGo85kRwkFglNwkuiLqSwWGzrs8gi5FIJQReLWK0zegPH8xh0w3UYdMN1uLD3AD567Blc2n8Yb/76z6g5/AnKFs+FrSBPkbnaJ2UXoiuNDyAhIde7GxvDXpoaRemNQjoFIM/ztNEhUkKv18tuY2NjI7xeL9xuN9xuN0wmExwOBywWS7djaOXc08o61Up3OYtahlzRzIHEIsEcFhcKqQdiSGlnkWMYhspzbHIhEQmzZCFSCsZUYNI37seW+76B3LIROLJpJw5veg6DbpyMimUL4Bo6WJF5OMaFYdr7LJKQUyMkAIlMheM4WK1WWK1WBINBeL1eeL1eXLp0CTzPw2azwW63Q6/XX+ml9gnU+NmPhKFmXjVUInMgsUhoEmbOosCuwA3H8+yKxPAMi+e03aRGLLgNU777NRzasB1Ht+zCiRdfw4CrKlG+fCEGXDWml3OwEbvy+PJTW2qdkS4kAdja2goA8Pv9aGxsJAFIqIZ0nzM6nQ7Z2dkd3EaPxwOPxwOTyQS73d6j26gmKIpCGcRQGOBjh7Fr+RiTs5g5kFgkmMNxDELz5JxFpQvcsKv8yfE8wCAXUhQj+Q7sKq1KvSdFWHP74eoH7kXl3YtxdOvzOLh+K1745o/hGjoYFcvmY9CNk2XXN7k5uDT0QEzufU05ZzGD6Y0D6Ha7AZAAJAgAsFgssFgsCIVCstt4+fJl8DzfY06j2tDK51StwksU4xe4kdDKMSYyE21dkQiijfbWGazCUBkUuOF5Vq0KU2qdkfjgUtXV9sUbbFZULF+IUYvn4MTuV3Fg9Wa8+rNH8eG/n0HZ4jkYNms6dGZTEnOkx1lMy2ZBpRuSeLAOAQ0EAvB4PMjPz4fJZKJND0FEIQgCsrKykJWVhaamJni9XjQ2NgIAzp8/D7vdDqvVSp8bhVDjcRTDYnsl9s7/p7H7STRaXjvRERKLBHNYOItyIRqlW2e0idAwC2eR45hUWY2Mzd5ZjOXKCXo9ht52M4beehPOvP0+qlZtwrt//j98/MRajFxwK0YunAVzdlYCc6inwE0vJ1JF6ww15QD6/X4AkU2xGjdqBKEWzGYzzGYz6urq4PF4EAqFUFNTg9raWjm30WAwXOllypAYUAYxFMroaqiE9iGxSGgSOWdR8TDUNhctxZ6F3Y4t8IqLFWnzzTKMM7qfYzc/hOJrJ6D42gm4fPAIDqzehH0rN6BqzWYMvXUaypbOh6OwfzevZ13gpu0vjDc3HMPWGawEoBT2RiGgRF9ASwKnqKgITU1N8Pl8cqiqwWCQ3caeQheJjqi1dUa4m2qoWjpfY6HG400kD4lFgjlMnMU2sah4GKrcIJ6By8XxTERoZGgeYYUrw7aPnVyF2NyyEZj2k2/DU30OVWu34NjOPTiy9QUMvH4iypctQO6o4V3n4JQX0p0mAJDcjTelczZJsaikAOR5voMAFARBFoHS93TjJoh2tPB5kNxGl8sFn88Hn8+H2tpa1NXVwWq1wuFwqMptJFJAFOUH4JmEWsU5kTwkFglNIuUsKt9nkV01VJ5XPi9PEuJMigjJk6SW7+coGoBrH3wAYz+7DIc37sDhjc/h1KtvI7+yDOXL5qN40tWyiON4tlVEE3JHO/1sqogAgsGgYgLQYDBAp9ORACQIBdCqUyMIApxOJ5xOJ1paWuDxeGTxqNfrYbfbYbPZyG3sBrWKFzEUlu+zBKFGSCwSzGHZZ1Fk5CyyqYbKsL0F02qoUo/C1MY3Z2dh3H13YvTy2/HJjt04uG4rXvruL+AcWISKO+Zj8PSpEdeVYc5ie+Gi1N7XRB1AURQRDoVQXV0dcw2S6DMYDF1y/6IFoRo3NARBqAOj0Yjc3Fzk5OTIIap1dXUd3Eaj0ch8HdQaQRkiYajxj6FWj69axTmRPCQWibSg9NNc2VkMKisw2ttEMBAuDAUdOJZ9FpWpJKozmzBq0RyMWHAbTu55A1VrNuGNX/0FHz72DMKtrQgFWpVYbmy4rn0W4wnApqYmAMDFixcRDoe7dQA5jpPFnsFgADgOHMchJyenixikmyZBqAutfyZ5nofD4YDD4ZCrDvv9fvj9fuj1ethsNthsNggptDMi0kg4LO9pOqNVJxzQ9tqJjpBYJJjDxllsEzCKO4uRtbIIQ2XlLIqiCE5g13qiPWdRmfF5QcCQ6VMxZPpUnHt/L6pWb8S5D/bh2M490FstKFs0B5bcnJTGjicA3Q0NAIC6ujroqqu7FYDRxHIAuxOAPMcD4GC321Nafyai9Q05QVwJkv3cGAwG9OvXDy6XC36/H16vF/X19aivr4fVaoXNZoPZbGa0Wu2gxutRONx9NVQ1rjlRtLx2oh0Si0RaYOYsKt06Qw5DZZGzKDB0/zgmobNtgwNg85RwwNVjMODqMVg9/x4Y7XYcXL8Vh9Zvw5AZU1F+x3xkDSpRpAhMU3PELYTYswCUCkjk5+en+ESenqYShFrJdLeD53nY7XbY7XYEAgF4vV74fD74/X7odDo5t1FJt5EEQe8Qw6BcU0LVkFgkmMMyZ1F5sSj1b2RRDZVNLqQoihGRy6KCK3qfsxiLzgKQ0wlwlQ/H1d/7Go5v3YUTL72BYzv3wDVmFIpvnQbniNIu51HnENBuBaDehHcBOJ1O5OXlKfZ7dIbjONKKBKERMl3kGAwG5OTkxHQbLRYL7HZ7n3IbVZtDFw7FzVnU+sMNVR5vImlILBLMYVGpM9DW6PvC3oMoveVG8DplTmVZGDG4QHOCgHAooOyY0oWY49i15UgwZ7E3DmA4LKK5pRlhixFD71yIIQtuQ/WLr+HUrpex95G/InvYEIxcPBvF10+CXq9POgewPWWR8Y2XA0gtEgTRG1hUzZbyFwOBgFxFtbGxEYIgyE5ksm6j1oWMWgiHw3HDULV8jFUrzomkIbFIaBIxGHEUP33+ZVzaW4WK5Qsx9LabIPSy31R7GKqyjiXQJpoZCTqeF5jcVERRRLDNvQ00N8Pr9SYdApqIA6jT62Cz2DBw4ED5dSXDh2Li5+7C8V17ULVmC976xZ9w4Ml1KF86H0NvnZbcey3dsFj3WSQIhtA52Xdgtck2GAxwuVzIzs6G3++Hz+dDQ0MDGhoaYDabYbfbYbFYVLE2phiKAAAgAElEQVRWpVHr50cMhbsNQ9XK8SUyFxKLBHNYOIu2gkgo4fC5t6DhxGm8/eg/sfepdahYtgAj5t4CIcWy4bJYZCDqIqGiyj8xjoydeIhrsg5gsDGS7+f1eFFbWyvPm2gIaCI3uoh72XX9gsGA4XNnYtjsGTj9+ruoWr0Rb//+H/j4/1Zh5O2zMHLBbTA6Eigmk0RF117fmNW5HyEIgpCJdhtbW1vl3MampqYOeY86haJ2iO6RUmAyCXIWMwe6ChCahGu7gdkLC3Dtgw/gwkf7sffJtXjvL//B/qc3oHzpfIxYcCv0SeZjyGKRRRgqzzMsQsMjHAqhpaUl5SIw8QRg2GwFANjtNhQVFTFpA9GTkOZ4HgOnTsLAqZNwcd9BVK3ehI//sxr7n9mIYbNuQvnSebAV5Md/vWQsMuzl2DYTSC0SBKEl9Ho9XC5Xh9xGt9sNt9sNk8kEu90Oq9Xa5XVqdeq0hCjVXcjAPotE5kBikWAOz/MIKtziQqqGKl1oC8aNRsG40bh04BD2PbUeH/zzKRxYvQmjFs/BqIWzYLB1vdHFgkUxF3lsjkuqJUciDmAwGEQwGIS/sRHB1gDOnz/fZc7eOoDB5mYAgMAL7J4yJ1H8J7+yDPmVZWg4eRpVa7bg6NYXcGTzTgy68TqU37EAOcNLuw7PpanSHMN+lwRB9J5ogaPWTfiVFGFWqxVWqxXBYBBerxderxeXL19GbW0tbDYb7HY79Hr9FVtfb1Cj0yXtCeKFoWpZkKvxeBOpQWKR0CS8rq0aarBjbmFexShMf+T7qDn8CfavXI+P/28VDq7ZjJG3z0LZ4rk9hiwyDUMVIhVLg8Fgr9pARAtAjuPA8zyMJhP8PI+8vDzFG8FLx4RVtVVAClVObvysQSWY/O0vY9zn7sShDdtwdOvzOPHSG+g/fjTKly1E4YSx7eOn8BAglZs0x2n75k4QBAEAOp0O2dnZyM7ORmNjI7xeLzweDzweD0wmE2w2G13rlKDtnsRRziKhYkgsEsxhkbPY2VnsTL+RwzDtZw+h7vhJ7H9qPfat3ICD67di5PzbULZ0HszZWbHXmkKfRckBDIfjC8FwOIympma0NLWgurq667wpOoBnz56FXq+H0WQEBy7pwgQJIfVZZBVCizbnL8VzxNLPhavuvwej716Mo9uex6H127D7Wz+Bq3QgypctxKBpk1MqcJMadFMnCCKzsFgssFgsCIVCsttYU1Mj/38gEIChl8Xl+irSfZUTMrPPIgndzIDEIqFJJLHYU59FV+kg3PCjb2LsqTPYt3I9qtZuxqFnd2D43BmoWLYQln6uDj8f3b8xGAwiHA7L4Z6dBaH0f/FCS6MFoF6vh86gBy9wyMnJSakITDxEUWxrnaF8BVegPTwmWecvGTie67UYNVgtqLhjAcoWzcGJF1/DgdWb8NrPH8WH/1qJYbOnA0iPVhQpZzEm5EIQaoM2sskhCAKysrKQlZWFpqYm1NbWIhgM4ty5czAajXJuo5qPq9rWJu0f4qVKaPm6KYpit1VeCe1AYpFgDouLs1TgJtFwUefAYkz57tdRftdiVK3aiCObduLIll0ouXkKShfcCqMrG8FgEO5LlwAAly5ehNiDA6jX62EymRLOATSZjGgEB7s9geqdScLxPLObSrvbyvCmFSnnqshQvE6H0pnTUHrLjah+50NUrYkUwwGA06+/jZIpE2F2xXaWe4u6tiHqQG2bM6Jvo4XNtxbWaDabYbFY4PF4kJ2dLbuN0bmN5DYmgByGmpnXSbr+ZwYkFom0oHgYqi4iYMJtBV4kly8UwxHs7AAWL5+HftOn4MyOF3Hqhddw6oVX0X/KNRgyfyb0xsjNzWI2K+4AgheYFT+JVFpl5PylI4STY5ASyXEomnQViiZdhbPvfYTd3/opzr23FxuW/ReG3HIjyu+YD2dxoeJzkrFIEERv0dIm2+l0wul0oqmpCT6fTw5VNRgMstuoBodJjQVXwm09neOFoapxzYmi5bUTHSGxSDAn2YuFKIodxF9n0RcKhVBX7wYAuBsaeswBjOkA9u+PYeMq0VxXj4NrIxU1z7/2DoomXQUAsFosijuAkVBLZRWRlA/KRSqrKDp2p4mYVvnkeI5p+Ga/EUMBAJUrlqDF7cGxnXvwyY4XUTJ5AiqWLURu+Yj2tUg5mhp4uk8QROrQRrb3RB9Ds9kMs9kMl8sFn88Hn8+H2tpa1NXVwWq1wm63w5hiD+RMRQy15SxmYJ9FInMgsUikhWQawSeUA2iKOIAGna5XDqAtLxfXfPlzGH3nIlSt3Ywjm3cCAA6u2wpHSRFcpYMU+f2BSO4fs1BOnk+qLUeycLzyRYo6jM8xdEbRHuJjctox7r7lGPvZZTi8cQcOb9qJ06+/i7zRI1F+xwKUXDehd/NwHPu8SIIgCBUjCILsNra0tMDj8cjiUa/Xw263w2azpd1tVOUDQLHnMFQtP9TQ8tqJdkgsEsxpampCMBjEmTNnuvxfqjmA3IVaAIBep1fEATS7snD1A/di0LQp2P7A/6Du+Cls/fyDKJk8AZX3LI3Zuy9pGAgi6ZjwChSI6X6eNIg5pjfyjm6hKcuJsZ9djorlC/HJcy/h4Not2PO/v4SzpBBDF9wKc/nwFKfhQHGoBEEQEYxGI3Jzc5GTkyOHqNbV1XVwG00m05Ve5hUjnEDrDK2iSnFOpASJRYI5er0ewWAQLpdLsRxAXi9VLVVWwJicEeF51RfvQcDjw8H123D6/v9B4TXjMOaepR3CFZOFE9i5cxyvXIGY2OOzDnNlLUalXpEd/11nMmHUwlkYOW8mTr36Fvav2oQP/vgYDE47vItmo2zhLBhstuQmo/sjQagSLW1eteDIJJOTxvM8HA4HHA4HAoEAPB4P/H4//H4/9Ho9bDYbbDYbBKFvhWNKRfriiUWt5/1pee1EOyQWCeYYDAa0tLQomgMotbgQw8q2i5CSzHUGA0bdsxRli+fiyObnULVmC3Z8+SEUjKvAmHuWomBsRfJjczyT9hZy6wzG1UrZOpeMN3JyjZ44Ic6CgEHTpmDQtCk4+eZ72LfqWez9v9U4uGoThs2ZgbLFc2DNy01wMu1sSAmCINKNwWBAv3794HK54Pf74fV6UV9fj/r6elitVthsNpjNZiZzq028iBnuLKrteBOpQWKRYA6Li4XQ1jqjpz6LySL1OpIu4HqLGRXLb8fIhbNwdNsLOLB6E3Z94wfIGz0SlSuWonDC2MTH5lNvPB9/vW0FblhWQ0VbZwvGOYssNVYyRWvyxpajckAuzE0BHN24A4ee3Y7Dz+7A4JuvR/kd85A9ZFB3Eym0YoIgWEKb2CsPz/Ow2+2w2+0IBALwer3w+Xzw+/3Q6XRybmMmu43SPSlTnUUiMyCxSGgSri0MFUrnAMbpKagzmVC2eC5GzJuJT3a8iAOrNmL3t36CfiOHonLFEhQnUhiFYREajmXxHKQnZ5Hp+NLNNoljlF06CNd/9+sY97m7cGj9Vhzd/gKOP/8yCq8Zh4plC1AwbnScechZJAg1opUwVK0IBCWPp8FgQE5OTky30dJWnZyV23glaQ9DVf/7nSxaOY+JniGxSDBHcr+UhG8rMy2VnVYKTmhzoOKEtwoGA0YuuA3D58zA8edfxv6nN+Cl7/0CrqGDULliCQZePymuu8SqCE176wwt5yymYXwAqQg5W34uJnzpPoy5dymObN6FQxu2YdeDP0TOiFJU3LEAA6dOksOiQfdFgiCIlOE4Ts5fDAQCchXVxsZGCIIgO5Gpuo1qEy/SXoOcRULNkFgkNAkvhaEqnbPIxXYWY80/bNZ0DJ05DZ+++Br2r1yPl3/4azgHFqHy7sUYPG1yu4CQxuZ5xZ3Q9gWlI2eRnRhl3cdREouJHKN4IasGmw2j71qEsiVzcfyFV3BwzWa88pPfwtY/D+VL52HorTcB4MhYjINWXB2CIBKD9WfaYDDA5XIhOzsbjY2N8Hq9aGhoQENDA8xmM+x2OywWC9M1sKY9ZzEzQ21J6GYGJBYJ5jBxFtvEouKtKPiOOYs9/rwgoPSWGzFk+lSceuVN7H1qHV77+aPY+/gajL57EYbMuAG8JBoZ5hVynMb7LPIcU40lv68K/A6CwYDhs2dg+KzpOP3muziwahPe+cO/8fHjayAGg9RnkWAGCe7eEX38aBOrDOk4jhzHwWq1wmq1orW1Vc5tbGpq6pD3qNPF39LKuYEqe9+lU1KKaoqF2tacKHS9yhxILBJpgZVYVLp1hlQNNVlRx/F8pJrmjZNx+o13sffJdXjjkT9j7xNrMfrO21F66zRwHIewwu6fJMR5QfniOV3m0XJOZNtXRc9DjkPJ5IkomTwRlw4cRtXqjTj9xnuRecLhjKxuRxAEe2iTHR+9Xg+XywWXy4XGxkZ4PB643W643W6YTCbZbdSKwJIqpEtRTZmGVt4HontILBLMYXGx4PVtp67CAoOPU+AmYTgOJVMmomTKRFS//QH2PbUWb/3u79j71Do4SwoBUfnWGdK8ACKCkcHx1nofx/Y+i2zmyKsYibyfPYS1iz+H5gY3CUWCIAjGWCwWWCwWBINBeL1eeL1eXL58GTzPw2azwW63Q6/XA1CvAO+pdYaWcxa1vHaiIyQWCU0i6CKhnUq3zmjPbev9uEWTrkLRpKtw/sO92Pfkepz/YB8AoGrtZoyYOxM6s6nXc0gXYqmSmhgOd8mVVATmfRw5uSocq/EBJCUWU9lcCHod3RwJgugzqOF6p9PpkJ2djezsbDQ1NcHj8ch/TCYT076NvUUWiwI9YCTUC52dBHNY3Ew46Wmh0jmLbUJLyXH7jx+DmY/+FKUzbwQAvP+3J7B++f3Yt3I9Av5GReaQQliYtuZg6SxyHNPxJdg/XaYCNwRb1LA5Jwi1YjabkZ+fj+LiYmRlZaG1tRU1NTWorq4GAISUfsDcSxJxFrUKOYuZA4lFQpPwDEQdEBWGqnBLDgCwFeQBAGb95RfILRuOjx57BhuW3Y+PH1+NgNfXq7FZh1myz1lMg8hi7Y4CbcmR2r25E0Qmo5WNt1Y22WpepyAIyMrKQnFxMfLz82E0GgEAHo8H58+fh8/nU8X5IN2TeEpdIFQMnZ0Ec5g4i1x72KXCA0fGZeBySYIud9Rw3Pzw9zD3n79BwbgK7H1iLdbf8V/48F8r0dzgTnK5bVVKeUbHQ5qHZ1xAh2Gl2PY5ODAXcirdOBEE0RG1ihxCecxmM3JzcwFE8hxDoRBqampw+vRp1NbWIhAIXLG1yfc9Pvb5qAZB2xvoc5YZUM4iwZzovnVKXzhY5LlxPJuef1JeYTgcBi8IcA0bgmk/+TYaTp7GvqfWY/+qjTi4YTtGzLsFFcsWwOzKTnxsTrnWELEn6EXRn4TGZ1vgBgA4JPe+pnIs0yBHCYIgiBQxm83Iy8tDc3OzXBTH6/XCYDDAbrfDarWm1eWT6iN012eRBBdxpSGxSGgaFgKG4wVGIjSqLUdUEZqsQSWY+v0HMeYzd+DA0xtw6NntOLJ5J4bNno6KZQtgzcvtdlxRFNsL3DAqEsM6ZzEdIaKRiquJLCX1G3Omlj9XAq0/ISe0D52DyqLl42kymWAymeByueD3++H1elFbW4u6ujpYrVbY7XY5dJUl4VDPYahaFotaXjvRDolFgjlMnUUGrSgiwoiBCJWERBx3y1lciMnf+SrG3LsU+5/ZiKNbX8DRrS+gdOaNqLzrdtj6F3S7ZgDazVnkOYhpCBFlvrmhnEWCIBSANtnKEu/aLwgCHA4HHA4HWlpa4PF44PP54PP5oNfrYbfbYbPZ2LmNYvdhqFpFyw8SiK6QWCQ0DYtCNMzCUIXEejja+hfg2v/+IipXLMaB1ZvwyfbdOLbzJZROn4qKuxbBWVwYc82RsVnmLDKuhsq8+AzbvEsZukd2gDa9hBqh87Jv0t37bjQakZubi5ycHPj9fng8HtTV1XVwG02m3re8iiaT+ywC9DnLFEgsEsyJdhYVHphRbiEPkUF57WTbW1jzcjHxq19A5V2LcGDtFhzdsgvHnn8Fg6ddh8oVS5A1qEQucMM+Z5G1s8hWjAJSWmQaQl0JglAl5HYQicDzPOx2O+x2OwKBADweD/x+P/x+P/R6PWw2G2w2GwQFehqH21JHMq0aqvRZI7GYGZBYJDQNq6qlLAvcJCuKzDkuTPjiZzD6zoU4uHYrDm/cgRMvvYGS6yeiZO4M6PP7pcFZZB3CmYacxQTDUHt3c6MbI0FoATVvYrUiarXkeqV6TA0GA/r16weXy4XGxkZ4PB7U19ejvr4eVqsVNpsNZrM59YXJ1VAzr88ikTmQWCSYw+pmwnGswlDZ5CxC7uGYmqAzOZ0Y/4W7UbFsAQ5u2IZDG7bh9GvvIGdsGQaUjYyMzUhwcRzb1haR4jOsXT8+br6ogrMwHp8giL6AVkRYX4HnedlRDAQC8Hq98Pl88Pv90Ol0cm5jsm6jtNfgBXIWCfWSWWcnoWqYCDAmziLHpKqoFGbS2+NgsNsw9jPLsGj1PzHizoXwHDuJ/c88CwC4fPBwr9cZC9ZijuMYCfQOk6ThKS17zUsQBEEkiZLixWAwICcnByUlJejXrx8EQUB9fT3OnDmDS5cuoampKfF1te01SFQRaoacRYI5zC6CjDb/rMNQlRrbYLVg2O2zkHfDRJxZvQUn97yJl3/4G+RXlqHyniUYcNUYReYBADB3Fhn3cZQnSXyOlPosUs4iQRB9iL4scjiOk93G1tZW2W1sbGyEIAhy3mN3bqPUZzFeGKo0j1bR8tqJdshZJNKG8sKOVdVSgU1PQT6xaqjJwHEcBKMRRROvAgCMuWcJvOcv4oVv/hg7vvRtVL/9gTLzsM5Z5NJR4IZyFgmiL6OV/C+trJNoR6/Xw+Vyobi4GLm5udDr9WhoaMCZM2dw8eJFNDY2xnxdOCz1Wex9sRw1QedwZkHOIsEcZjmLjIqicBzHJhdSqgobZlBpte3JZekt0zD67sU4vnMP9j/zLF586OfIGT4ElSuWoGTyNZFEz1TGZ93aIg2tMyJikekU9BSVIIg+gxYFAetrNMdxsFqtsFqtCAaD8Hq98Hq9aGpq6lBlVadr235LrTOE+OvS8n1Fy2sn2iGxSDCHZesMNjmLbEIu+TZBx0bgRr6KYhiCXo/hc2/B0Fk348TuV7Fv5Xrs+f4jyB5cgsoVizHwhuvi9nSKOz7rnEWeg8i6QSGHNBS4IQiC6DuQGIiPTqdDdnY2srOz5UqqbrcbbrcbJpMJdrsdYalNF9f1nqxFMS5BBW4yCxKLhGaJaEUGwkvgmbh/4JTNWZQQRVEWf9HHgxcElM6chiHTp+Lky29g38oNeOUnv4OzeDVG37UIQ6ZPlR3JntfOOGeR8fiA1PQ4HX0WtXuDZwFtFgi1EL35pvOyb3GlxYvFYoHFYpHdRp/Ph8uXL6O2phYAEOqmtzOdq8SVhsQiwRytFbjheZ6NCFWoGmrsweOHuHKCgME3T8Xgm67Hqdfexr6n1uH1X/4JHz+xBqPvWoShM6eB13V/KWCdsxhxLpkNL5PM+5ra75ue34MgiMxFK/0LtbJONRHtNjY1NeFy277gwqWLaORE2O12WK3WhHPs1cqVFueEspBYJDQMmwI3rFw0uRqqgm05pAsx15Yc3+3NheMwcOq1GDj1Wpx56z3se3Id3vrN37DvyXWoWL4Qw2bdDMFgiPNS1s4fo/cyegZW/TM7TMJ2eIIglIE2scSVxmw2w26zAQCysrMRCAZRU1ODuro62Gw2WCyWK7xCgohAYpFgDtucRRZhqIyqrEp5gox6Q0aGTux4FF87AcXXTsDZ9z7GvqfW4p0//Av7nlqHimULMXzuDOhMpq7jsxRarMcHIkV00jAHQRDqRMtODdE71PreS+vKys6G0WFHU1MTvF4vPB4PPB4PACAQCGjWxdXimomukFgkNAurMA3WYahhJm5o2wU5ybELJ4xF4YSxuLD3APY9uQ7v/fU/2P/MBpQvnYcR82+D3mKWx1fSEe1MOkJuOEYPF7rMQRAE0QfQqoBRFW2pI9IDX7PZDLPZjFAoBK/Xi4aGBvj9fjQ2NsJms8Fut8MQJwJITVAYamZBYpFgDjtnkVX+H5sCN+2tM5Tts9j2l8jYKR6PgjEVKPhtBS5XHcHeJ9fig3+uxP5Vm1C2aA5GLZoFjucRDgaVWnYXWFWg7TBHgmKxd+cr3RgJQguofROr9vVpDbWKl3Bbmy6uU59FQRBgt9vR0NAAh8Mhi0ev1wu9Xg+HwwGr1Qo+ycrmBJEKJBaJtKG0sIvk0bGqhspAhEoXdRZtOeRqqL0bO7d8BKY/8n3UHDmG/SvX4+PHV+Pgui0wOGwwOR1KLDUm6XD9WIUtd5xCXRsRgiAIQr1I92zJWYyFXq+Hy+VCTk4OfD4fvF4vamtrUVdXB6vVCrvdDqPRmK4lJ4RaxTmRGvRIgmAOq4sFx6jPIs/I5ZLzCllWQ1Vo7H4jhmLaT7+Duf/+HQZMGAvf+UuoPXoc7//9CTTVNSgyRwc4jo1A7zAHm1YrnecgCJbQ5osgMghREos991nkeR4OhwOFhYXo378/LBYLfD4fzp8/j7Nnz8Lj8bBJcyH6PCQWCeawbJ3BpE0BI7HISxVLFRy7vRqq8pVWAcBVOgg3/PCbyK8cBYPdhoPrtmDD8gfw7p/+jcbLtYrNw/EcROY9EHn2c9BGniBUi1qLnGgZrV3z1LbecCi+WJSItWaj0Yjc3FyUlJQgJycHAFBXV4fTp0/j8uXLaG5uZrPgBCFnMbOgMFRCu7DKLeQZtXGQK5ayq7TKajOkt1pgK8jDDX95BPue2YAjm3fh6NbnMfS2m1CxfCFsBfm9Gp9Lg7PIIR3uJd0YCYLoHVQ4pu/QHobas7MYC57nYbfbYbfbEQgE4PV64fP54Pf7odfrYbPZYLPZIAhCj2MRRDxILBLMYVXghuM5hINsHECmgo6FYOHYCdHI8BGhZS8swOT/+RLGrFiCA6s24thzL+Lo9t0onXEjRt+9CI7C/qmNz/NMQoo7zpFcgZvUJqENXjzI1SEI4kqhVqerO7GYLAaDATk5OXC5XPD7/fB4PKivr0d9fT2sVitsNhvMZnOv50kGtR1vIjVILBKaJZKzyGBgnk2bCI6hoOM4qYcjmw15ZzFnK8jDpG/cj8oVS1C1ZhOObHkex5/fg8E3TUHl3YvhHFic9Bxpcf1YC1K6MXaBjgmhFqIfWNB52XvIAe09YjjcbXGbVOA4TnYUA4EAfD6f7DYKggCHw8HcbVSrOCdSg8QiwRxmziLHMdFGHM8j3Kp8mwhOkEJFWYS4Rr6wCMsFELcAjaWfCxO+dB8q7rwdB9duweHNz+HTF1/HwKmTULliCVylgxIbn+fTUg01HQVXCYJQP2rexJILrzxqPaZiONz+sLfz/ykguAwGA1wuF7Kzs+H3++H1emW30Ww2w+FwpN1tJLQHiUVCuzBqhcDzPIJM+iy2iUUFXUu5wI00NiPjjOP5bkWuOTsLV91/DyqWLcDBDdtx+NntOPXKWyi+7mpU3rMU/UYM7X58jmN+M092jpTWo+INKEH0ddQqGLQKHc/eI4ZF+UEyS6LdxtbWVjm38eLFi3JPR5vNBp1OGVlAzmJmQWKRYA4rZzGyMWfTD1EMMejfyLAITXtbDrY5iz1hdDow7r7lKF86D4c27sCh9duw/YFvofCacahcsRh5FaNij88z6m0ZPUeCDxd6c3OLPtfpJkkQBEF0RyQMtXuxqPS9ROrbmJ2djcbGRni9XjQ0NKChoQEmkwkOhwMWi0XROQltQ2KR0Cwco9BFvgcXLVU4BtVQ5ZuI9JWR4Eq0OIyEwWbFmBVLULZ4Do5s3oWqNZvw3Fe+h4Kx5Rhzz1IUjBvdcXwOzPMJ09PLUXofwgBVnyMI1UIPc/oWanW6xFBIkeI2qcBxHKxWK6xWK4LBILxeL7xeLy5dutShymoqbqNajzeRGiQWCeawuliwy1lk0zpDviEwECzS2GFmOYup9Z7Um82oWLYAoxbehqPbnsf+VZuw68EfIq9iJCpXLEbhNePbxk9D6wyeVWPO6Eki53o4FKJS5QRBpIRWwju1sk41I4piXLGYTsGl0+mQnZ3dwW10u91wu90wmUyw2+2wWCwk/vooJBaJtKF86wxGRVF4nk01VJaCTq60ys5Z7M37JxiNGLVoLobPnYljz72E/c88i93f/hn6jRiK0SsWR8QoayGH5B4CpPL7Mgu5JgiiT6GVTblW1qlWEglDTTcWiwUWiwXBYBA+nw9erxeXL18Gz/Ow2Wyw2+3Q6/UJjUXnR2ZAYpFgDquLRbCpGWEGDiDPC4zyCpXvsygXuOEZt85I0VnsjGAwYMT8WzFs9nQcf/5l7H96A/b87y9hznZGjosoMisSEwmlZTJ0Vxj1uyQIgiBSR23iRQzFb51xpR866nQ6ZGVlISsrC01NTfB6vfB4PPB4PDAajbDb7bBarTGP6ZVeO6Es6nqcQWQkrNyWFp8PEEWsmrcCR7c+r9i4HM+ouX10PpviY0e+sHQWlRRavE6HYbOmY+GTf8aU734tIvpFEZs+8zV8uvtViCE27ivziquSe0w3SoJQHbSBVR61iS+toUZnMRZmsxl5eXkoLi5GdnY2gsEgampqcObMGdTV1SEQCMR8HZ0fmYH6z1CCiMMtv/0x8kaPRMDXiLd+93esWfgZnNj9au8H5gUmYai8wK4aansYKss+iwxCcwUBpTNuwMgFt7V9z+O1nz+Kjfd+BceeexHhoHL9LtPVngNQtj0KQRDKEB2JEmLxQEpBaJOtLGotuCKKYXBx8tvVuGZBEOB0OlFcXIz8/HyYzWZ4PB6cO3cO586dg8/ngyiKqlw7kToUhkowh5WzWDCmHLf98WE01TXgjUf+hLPvfYxXf/4o3v/Hk5j4tc+jZMqklMbleZ5JXiFLIcGzDkPtZc5ij6XACXkAACAASURBVOO33Szn/uu3qH77fex7ch3e+NVfsPeJtai483YMve0mCAnmSMSdI8mKrr36fSkMtQvk6hCsCIVCCAQC8p+Wlha0tLR0+T5aIDY3N+PChQvIy8trv34SRJoRQ9pts2Q2m2E2m+FyueTcxpqaGtTW1sJgMFzp5REKQmKR0DxmVxamP/J9+C/V4PVf/AEXPq7Cnu//CraCPEx68AEUThib1HicwLPJbZP7LLIrnsMkfBbK5SzGH7/9ZlkyeSJKJk/E2Xc+xN4n1+Lt3/8D+55ah4plCzB8zgwIRmOqsyT0O/Tqxi1VQyVhRBC9RhKBkvCLJQADgUC3LmGshxTSvx0+fBjHjh1DYWEhBgwYAGPK15a+iZb6yar1YdWV6LOoNJLb6HQ60dzcDK/XC7/fDwBobW1NqfUGoS7oHSSYk64LnTWvH2b+/qfwnD2H1x/+Ay4f/AS7v/UTOIr6Y/K3vxy3IXwXOI5JzhzLAjcSrO6HybpyKY2PNrHb5jIWThyPwonjcf7Dfdj31Dq8++f/w/6nN6DsjvkYOe9W6MymJOdgVD238xwAs36XRN9GrRveZAmFQh0EYEtLC1pbW+W/S//XXQGzno6FXPwrxv0nOtqltbUVp06dwunTp9GvXz8UFRXB6XT24rcjiMQRw6HIA+oMwWQywWQyQa/Xo6GhgRzGDIHEIpFxOAoHYNZfHkH9yVN4/ed/RN2xE3juK99D1uASTPnOV5AzvLTb13M8z6jKapQgUn7wyNis8nDS5SzG2AD2H1+J/uMrcXH/Iex/ah0++PuTOPDMRpQtmYORC2fDYLUkOEn6NtvM3geiz6NmlyEYDHZx/2I5gT1dX7v7nMYSgRzHwWAwwGg0dvja+e/SxrW1tRXnz5/H2bNn0dLSIudYXbp0CZcvX4bNZkNRUdEVC1HVkmNH9A4xHI57jmk576+7hzWE9iCxSDDnSvWeyx40EHP/9VtcPnQUbzzyZzScOI1t9/8PckYMwZTvfBVZg0pivo4XGDlQnPKhovKFmPExZp2zKB2b7o57/uhRyP/VD3D50FHsf2o9PnpsFarWbMbIhbNRtngOjA5791NwfBqqoVKfRSLzaG1t7SL+YuUGKuEERv+d53no9XoYjcaYQlD6PtGebxJ6vR4lJSUoLi5GTU0Nqqur4Xa75XV6vV4cPnwYx48fl0NUySHRNmoVXmJYbL//ZRB0D8wsSCwSaeNKXTxyRw3Hgsf/iAt7D+DNX/8VtUc+xebPfh25FSNx/UNfhX1AQccXcDyTIjRSqAmTqqIsXUu0VRJlGFrZvv6e58gdNRw3Pfxd1B07gX1PrcO+p9bh0PqtGLHgNpQvnQdTVuwQMo5LLJS2N5uJdoOUbpSE+pFCPzs7gdFfW1tbY4rARM7xWAIQiIjAaLEXywk0Go3Mc504jkNubi5yc3Ph8/lQXV2NS5cuIRwOQxRFBAIBnDx5EqdOnUJeXh6Kiopgt3f/UKovQde53iOGw+AEdfZZVAK1iXMiNUgsEsxRy8WiYEwFbl/5V5x950O8/fu/4/KBw3j2rv+HgnEVuP6hr8GSmwMgIlxYhKFyDJxFeWwwbMsBKd+PZRhq8ut3DR2MG3/8LTScPI19Kzegas0mHHp2B0bMnYGKZQtgznF1mgRsChd1mENySKkaKnHl6Oz+xSsS013xl+7gOC7mdV0SgZIAlFy/zq6gGgte2Gw2jBw5EqWlpTh//jyqq6vlYySKIi5cuICLFy/C4XCgqKgIubm5qrm3EYmjtvesuzBULaNWJ5dIDfVdsYmMRS1PyQonjsei1f/EqVffxDt/fAwXPjqAdXf8FwqvGYfJ3/kKeEFg0vqAY9Deoj0Mte0fWOUVMncWI19TEdJZg0ow9X+/gbGfuQP7n34WhzbuwJHNOzF01nRULF8IW35u2yRsChd1QKqGSjmLhMJIxViam5tRW1sbNyewtbWVmQg0mUxx8wGNRiOEOP3itETnENUzZ87A4/EAiBxDt9sNj8cDvV6PoqIi9O/fX/EQVbXcKwn2iKEwwGunzyLRNyGxSPRZBk69DgOnXofju/bg/b89jrPvfIh1i+6DrX8Bk+b2UqhlmEWIK4NKq53HZ9HyI2qGyJdebJIcRQMw+dtfxph7l2D/Mxvxyfbd+GTbCyi99UaMvnNRpHARggmPl8qGTc7PpWqoRIJIIrC79hAtLS0IBoPyOXnmzJkOr++JeCJQEIS4oaDR32eCCEyW6BBVr9crh6hKTmMgEMCJEydw6tQp5Obmori4GDab7UovO+1oRcioVYCLopjRziKRGZBYJPo8pTOnoXTmNBzZvBMf/nslvGfPAwBee/hRXPvfX4ROod5bsqBjUjxHKqzCMmeRydARFDw2toJ8XPvgA6hcsRgHVkVE47HnXoIpywmzK7vH1/cqZ1EB0UtkBpKg6Jz/J33f3NyMQCCA1tbWuK/vju6qDQqCELMoTOfiMH1RBKaC3W7HqFGjUFpainPnzuHs2bOygxsKhXDx4kU5RLW4uBj9+vXTjIjqa6jtfYn0Wex+TWpbM9H3ILFIpAUtXOxGzL8Vw+fNxJu//is+feFlfPrCqzj50hsYettNuOZrX4DQyzwb+YbAwLVEEgViUiHSZ5F96wwlxa41tx8mfvULqLx7MarWbsHBdVvQVNeAV3/yG4xesQTZgwcqNpeEVKiAZZsR4soSDodjtoaIFoCsRKBOp4NOpwPP8+A4Dnq9HlarFQ6HAyaTSRaEmehUqAGDwYBBgwahpKQEly9fRnV1Nbxer/yeejweVFVVwWAwyCGqyVZqJfoWYigkPyzNNLSw7yMSg8QikRY4jnHrBYXgOA6Tv/UlXPc//w97n1yDA6s24ei2F3B81x6MmH8rrn7gXnApPo3n2vISWGgulsVz2iZgnLPILozW7MrG1Q/ci9qjx+E+fRbV73yEE3veRMmUiahcsbjHvpvJQWGo8VD7518SgT1VBw0GY4cy90YE6vX6HquDGgyGDiKwqakJbrcbzc3NaGpqgk6ng8ViIaGYBnieR35+PvLz8+HxeFBdXY3Lly/LIaotLS349NNPcfLkSRQUFGDAgAFJh6hqZaOtlXWq9foTTqDPohbR8tqJrpBYJIgYcByHsfcuw5i7l+CDf63E4Y3bcXD9NhzZsgvlS+dh7H13Jn2TlH4+rKCzKG9A5QIxDHMWWTii0vjSoWR4gxEMBlhzczDjVz/AoWd34OD6rTj9+jsonDgeY+5ZgtyyER1+PqWb3RXqKapmrvRmMhQK9VgdtKWlBaE4RYl6kxMoicBo169zdVC9Xp+SwDObzTCbzQgEAnC73fB6vfB6vTCbzXA6nTCZTEmPSSSPw+FAWVkZAoFAzBDVc+fO4dy5c8jKykJRURFycnKu+GeCUBGiKLfViodWzxetrpvoColFIi1oxVnsDCcIuPqBezHu83fhvT8/hk+27ca+lRtwcMM2VN69GBXLb0/4gijfEBgIuvbWE9rssxjVoJDhFJFz0GC3Ycy9S1G2ZC4Ob9qBg2u3YseXHkL/qypRuWIxCsZUpD6HHGpMYaisiRaBnZvDR38fTwQCibmB8URgdHuIWC6gwWBIy2bJYDAgNzcXLpcLHo8HXq8XFy5cgMFggNPphNVqZb4GomOI6qVLl3DmzBn4/X75HGtoaEBDQwNMJhMKCwvRv39/VbYQSRSt3c/Vul4xFAan674aqhYRRZHEYgah3SsVQaQRQafDpK/fj6u/+Bm88+g/cPyFV/Hhv57GgWc2Yuzn7sSohbN6HoRTPp9NzvWTLsrMnEW2hTBYV3MF2o5V1M1XbzFj9J2LMOr22Tiy5XlUrdmEXV//AfJHj0LeLVPhuG5CKpMAAJM+nX0FSQT2VB20u2OcSkgox3HQ6XRd2kN0Dg3V6/Wq3AQJgoDs7GxkZWXB6/XC4/Hg8uXLqKurg8PhgN1upxDVNMDzPAoKClBQUAC32y2HqAKR87KpqQnHjx/HiRMnUFBQgKKiIlgsliu86tRR42dBS4TDYeh5ymsl1A2JRSItaNVZ7IzOaMTkb38VE77yebz167/i1Ktv4d0//ht7H1+Dq+5fgWGzpsd9Lc+zc/9kY46VSOHbhS7HYMPJosBN10lii1GdyYTypfMwcsGt+GTHbhx4ZiMu/vYfqN7yPMbftxxFk65OfAoGDwQyASkkr7GxMWZ10GgnsCcR2N21JJ4IjHYCu6sOmglwHAeHwwGHw4HGxka43W7U19ejoaEBdrsdTqeTqqCmCafTCafTiebmZjkcVWqBEh2imp2djeLiYrhcLvm1JML6COFw3DoIWu6zSM5iZkFikSBSwGCx4IYffhMtbg9ef+TPqH77A7z567/io8eewTVf/hwGTZvc5TWyexZiEIbadrNhGYYaGV8Ei8t/WpxFngcQf3zBYMDIBbMwbPYMvPP0epx97iW8+NDDcA0djMoVSzDw+olRyZVx5khD7qXaCAaDMV1AqTqo9G+nTp3qdpzuHiZ1FoFSeGgs4ddZAGaKCEwFi8UCi8WClpYWuZm8x+OB1WqF0+ns08cmnZhMJgwZMgQDBw7EpUuXUF1d3SFEta6uDvX19TCZTCgqKuo2dFotaPHhrxrFS5jRA1iCUBISi0RaUONFWgmMTgdufvi7aKytw+u/+CPOf7gPr/zkt3j/b49j4oP3ozjalWLgnnU+rkxbZ6DNMWPpSjBt5phY3qWg12PAjddi+OzpcH94APuf3oCXf/grZA0uRuXdizHoxsnxb+6cVPFWexupzrS2tnZbHVRyBuM5gYmGgnb+nuf5uE5g9N+pJUHiGI1G5OXlIRgMynmNfr8fJpMJTqcTZrP5Si+xTyAIAvr374/+/fujoaEB1dXVqKmpAdAeonrs2DHwPI+mpiYYjUZ6bzIcMZy5Dlym/l59ERKLRNrQ4pPIRLHkuHDLb34E38XLeO3nj+LS/kN46aGHYRuQj8nf/BIKxkWKpnA8xyZEkXGBGE4ut8roPZRDdNkMD0i9IhOfgBcElM6chiEzbsDJl9/AvpXr8epPf4+P/7MalXcvxuDpU8F3Es7SYVKy4q3SRDt/8aqDBgKBmJ/XRCuDRn+N/ndBEKDT6WA2m2GxWGK6glou+qF2dDodXC6XnNfodrtx8eJF6PV6OBwO2Gw22uAxJhQKIRQKwWg0YuDAgcjNzZVzS8PhsByiWlNTg5qaGrhcLhQVFXUIUSWSR7VhkeFQRlZDVe3xJlKC7spEWugrFw1bfi5u++PP4T5djdce/iNqjxzDrgd/AGdJISZ/+8vgeIGJWOQ4DuA4hEPscxZZEB3myowU82Y5nsfgm67H4GlTcPr1d7D3yXV4/Zd/wsePr8Hou25H6cxpEGSXi31V13h0FoCxCsNIJf0705v2EDzPdygCE90eItoRFAQBzc3Ncm9AjuNgs9koh+4KwPM8nE4nHA4H/H4/3G43amtrUV9fLxfDofckOSQRKP0JBoMx/x4Lh8MBp9MJv9+P+vp6tLS0yJ/J2tpa1NXVwWw2o6ioCAUFBap4b7ScT6cmugtDzeQH7IS2ILFIpI2+dOFzlhRhzt9/hbrjJ/H6w39A/aensONLDwEch6baesXnE0URPM8zzFmUnL80hLkyotdFljgOJddPQsn1k1D99vvY9+Q6vPXbv2Pfk+tQvnwhhs+e3r5xUujXEEWxQzhovJxAqWhGrNf3/GvFFoGCIHTbJF76mszGNbo3YENDg5xDJxVeIVcxvUiC3WazoampCW63W27xYLfb4XA4+ny4bzgc7iD2OgtA6WsseJ6HIAgQBAF6vV521qO/CoLQ5fNXV1eHs2fP/n/23jvKkby89/5WlXKqKqm7p6dbPTtpZ2fYACy7C2wyYLjHxrxcjBPJ2IABB7JtMOba1+Eev/Z5Xx+/95pruNjYJINJJtiAE8Y2wQZjwyY2zOzMzrS6lVVBoZSq6v1DXdVqtUInSVXS8zlnTvfMrqTqln7S7/t7nuf7RbFYBNBZx7VaDRcvXsTly5exsrKClZUValGdAUzdHDmz6EZBTpXF2YI+mYmJMK9vGvEzJ/HC9/8Bcg8+gm/8P++Gcm0Tl/7mK5CurOOed70Z/NrqkT0WwzJjjM6wxNy42lwnkbO49/sf9XpNPuM2JJ9xGza/fR/u/9An8K3/9Sd44COfQmR5CcDouVTTNHe1gfaLh2i1WgNvv5efYZgItILiB5nDjLN64fP5sLS0hFartSNQnoxXpke3kLfmGsvlMoLBIHieRyAQmPYlHimGYeyq+vUTgv2wYlY4jkMgELBFX68QPOjnXjweRzweh6Zp2NjYwObmpt2i2m63sb6+jvX1dSwsLCCZTEIQhMP8KuYCxx5Wm1RZJJwPiUViYszzG9/STefxog++G4998R9w/4c+ieKjl/DZV74RSzdfwD3vegsixxYPdL872jcZduxtomMzoJmAWATDHvn9r9z2ZKzc9mRk7nsI93/4k0j/x/0AgOzFy/CeWBkYFH9QEThoHhDozKPtxR3UCS1sFl6vFwsLCxBF0RaN1Wp1ZgWKG/D5fPZzYonGTCYDn88HnucRDoenfYlDsQRVvxbQ7r8PWmuW0PP7/QiFQruEIMdxE8urDAaDOHv2LE6dOoVMJoP19XXU63X758zn8ygUCgiHw1hdXcWxY8cctb6J0XTaUGfvMJ0qi7MFiUViItCbRodzz38uzj3/uVj/xr/jm//f+5B74GF8+qWvx/Fbb8Hd73wTQomDmxgw7BizLMccbWFHZ4x7ZvGA128YRt9KYLcADP/w8xCsVaE9/Dg25RLkBx+0b39YEThMAFrfuzlwneM4xONx8DxvB8pnMhn4/X4IgkDtdlOA4ziIoghBEFCpVKAoim3EYs01TvI1Zxm/9GsB7f73QWvNEnw+n2+H8OsWgk5dQxzHYXV1FaurqyiVSlhfX4ckdcYZTNNEpVLBY489tqNFdVIHLW75bHeqeDF1Aww7PGeRIKYNiUViIhx6XmzGWLvzdqzdeTue+MrX8a13vx/p/7gfn/yx1yL5jKfh7ne+Cf5oZN/3ybDjryyOPcdxnDOLLAOzJ2fRMIy+baClUgn5fB6XLl1Cs9kc2I7W+5pmQ0GYug6z678Nagf1er19ZwJ7xaBTN7DjgOM4CIJgi8Zut06e5xGJ7H9dEIeDYRhEo1FEo1HUajUoigJJknbMNR521rSfAOwVgoMiWrpnAgOBQF8hOEtryGpRrdVqSKVSyGQydotqq9XCtWvXcO3aNSwsLGBtbQ08z0/7kokhmDOcs+hEcU4cDBKLBDFFTj77Lpx89l24+MV/wH/8nw8j9a/fxsdf9FO47t5n4pm//PPwhUJDb9/9ZrzfaIj9wIy5sridQXk0d6fr+i4BWK5U0Gw0cN9999kVwWHh1/0ON7oPPfqJQNbDgeE4hIJBLCws2MKvnzsofZAOhmEYxGIxxGIxu6pVKBQgSRJ4nkc0GqXf3xQIhUIIhUJoNBq2OZGqqgNnTQdVAruF4CARyLIsPB4PPB6PPRfYKwTnueUyFArh3LlzOH36NNLpNDY2Nga2qK6trWFpaelIRTMd/h4NpmmC4Wbvvcwy3SNmAxKLxERgWXZgdYYArn/+c3H985+Lhz/91/jun/0Fnvinb+DqV/8NZ553L57+ltfD4/ePvhOGhTFE/ByGsRvQ7PH+LRHYmwnY2xLaTwTWqlW0my2USqURl9K/JdQSfN3GML2tod998DIe/uZ9OHPmDE7cfPM+fgHEICy3zlqtBlmWUSqVIMuyLRppQzJ5PB6PPVNarVbtPyzLgmVZGIYxVARaws/v9w90CCX2hsfjwdraGpLJJIrFIlKpFGRZBrDdovrII4/g0qVLdivrURpIuenQxonXaur6do5xH5x4zXvFzddO7ITEIkE4iAs/8gKcf/EP4cGP/SXu/8incOlv/gmX/+GruP6Hnovb3/AacAPavbajM8Z0YWN2Q7VOqVVFQSub7RsP0Ww2B25Au+9jEAzLAj3VQIZh+lb9rHB46/FZlkU4HIYgCEM3WrZRwbiMgOYYq6plRTx0t0JSVuPRcJisQAC2SGQYBoFAAMFgcFdkBDEeGIbBwsICFhYWUK1WsbGxsatF9erVq7h27RoWFxeRTCYRi8Wmfdlzz7A2VDdXb506I0ocDBKLxESgmcW9wzAMbn7Zj+Cml74Y3/3Tj+KhT3wej37ub3HpS1/G+R/+ITztta8As7Xp2tWG6rCZxXa7vadKYOXRxwEAjz7yKPxlecd9HMQchmGYXZW/ZjSKNsfhlltu2VEZHIVhGFBVFYqioFarIRgMQhAE+PtUe7dnL0feLXFABmU1RiIR8Dw/97mA/ZhkVqDVNlyv19FsNm0zHBKKkyMcDuPcuXM4deqU3aLaaDRgmiZM00Q2m0Uul0M0GkUymcTi4uK+K/Ru+zx3qngxDRMMN5uVRWJ2ILFIEA6FYRg89TUvx1N++iX49ns/iEc+9zd46OOfwyOf/RJueumL8ORX/kTvDcb2Ad47s9gdFN8vI9D6+54rgaYJU9eBrVPwzo+zWwSyLLurEtjPHKafYCjEolC3XDf3A8uyEAQBsVjMFibpdBqBQACiKO4QjdsnxKQWx01vVmOlUkGlUpmrrEYnZgVabcOapkFVVciyDFmWScxPAa/XixMnTmBtbQ2FQgGpVAqKogDovP+qqoqHH37YblFdWVmZi3XjJExDJ4MbwvGQWCQmAr1pHByG43D7L7wat772FfjWH74fl770Zdz3gU/gex//PG7+yR9F+OlP6ZyasixM43Azi61Wq68ATG9uAgD+89vfBqLhgSJwr1XA3u9ZrmMME46EIS4tDXQHPdxGkzmU22q3aLScOi3RKAhCx6reqizq7jp1dzODshp3PC8uYxayArsrwKqq2mKeMjQnD8MwWFxcxOLiIiqVClKpFHK5nN2i2mw28cQTT+Dq1atYWlpCMplENBqd9mUfKU6thJrG4IqnU6+ZmD9ILBITg974Dgfn8+GZv/hzuP0Nr8a//v57cOUfv4r/fN9H4PnIp3DjT/7Ylljs/zvuFX+DWkP7PUemaaJaLsPUddTrdXhDuzd5g0xhWJbtGw/RWxXMhgVk8TnccO4GLN54wxH8tnbDsOyRGPSwLAue5+1Ko6IoyGQyCAQCdhVnXBEjxGCsrEZBEOwKsBUmLwgCQiOchSfBPGYF+nw+W8yrqopyuYxMJkNxKFMiEong/PnztotqKpVCq9Xa0aKazWYRi8XsFtV+Yqa3A4Q4GKZh2GMlu/6bi/dMTm37JQ4GiUViItCbxtHh8ftxz6++BXe88Wfwtd/7Q6S+8W3c938+DLAM8peu4LHHHtvREmptBHrZyweRFQ/BMAwYjgOLzvfdInCYO+he55RYbrw5jp2fBUfq5sowzC7RWNNqAIBGvXFkj0PsD6sC3J3VmMvlxi5OxpkVOAsOoRzHQRRFCIKwKw7Fmmt0mtCdZXw+H6677jqcOHEC+XweqVQKqqoC2G5R/d73vgefz4fV1VUcP36cWlTHwKicRbfundwsdIndkFgkJga9eewNy7muX+Wv2x203W6De+4zkXzmk1H87N9Du3QVysUr+ObbfhPx5z8LoQtnBz7GoKB4juP6VgJLUhUFADffcjMWTp888o2rZR0+thxHAGDYsbwGu0XjZigMAJAlCZubmxBFEcFg8MgfkxjNUWU1DqsEWt/vJyuwX17gPMEwDKLRKKLRKGq12i5n21gsBs8A12fi6GEYBktLS1haWkK5XLZbVK1KY6PRwJUrV3a0qLqxGuzUSpepG9su2jOGE3/fxMGgd2RiItCbBuzZkN6qnyUGLffAVqs18Pb9YENBLL7shWjmCpC++M9oXNtE4ZNfAsdHEX/BcxA6e509v9TbCto7Gzho46pfugYACOyjWrgvDui2ut/HGOeBRScuoGN2EwmHoes6stmso9og55XurEZFUeysxnA4DL/fP7A9lLICx4sVh9JsNqEoit0+PE8mRU4iGo3iwoULOHPmDDY3N7GxsWF3pui6jkwmg0wmA57ncezYMccKMDdhmgYYdvB7hVt/v/TamC1ILBITYZajMwzD2DUP2M8ddL8i0GLQPCDQMbKw7OwRjWLpLWfBVut44sOfhvzYZeT//HOIri7jzrf/ApZvufHgP6SdszgmMWf9bOMsLDLjvX8A9u8pEAggmUyiUqlAlmW7DVIURRKNY2YvWYFAZ92Wy2WUy2X7tt0xEcFgcJcApKzA8eDz+bC4uLhjrrFarcLv94PneVozE8bn8+HkyZN2i+r6+joqlYr9WaUoChRFgcfjgWEYOHHiBLncHhDTMGe2skjMDiQWCWIAlggcJgCtdtB+HEYEer3eoRVA6+/dMz66rkOWZZTLZTz5nW8AlAoe+N9/htLFK/jbN/8a+JNJ3P0rb8LCDYPbUwdfK7unn+mgbEdzjHNm8XBuqHt7jO2fo7vdrlc0CoKAcDg81muZNcaRFWiaJjRNQ71eB9CpdFG8w/TweDy2SVG5XIaqqsjlcvB4PPa8KVUrJoO13mKxGG644Qb7ueiO3mi1WlhfX8fGxgaWl5exurrq6Pc1p712rM+jQTOLbq/OufnaiZ2QWCQmgpPeNHRd35M76EFEoFVBHTQTaInAYe6gXq/3QEYPHMchkUiA53lIkoQqgFve9SYY+RLu/6MPQL6yji/87NsRP3sKd7/rTRBPXrfn+2bsyuKYxKLdhjrGNlGWxbhLi8yACqzVBmnNzuXzeciyTG6QmH5WIM/zaLfbduxGpVJBKBSCIAjUBjklLMdhnuftNVMsFiFJkj3XSBXeg2G1lA5z4x0UyxKPxyGKIsrlMmRZtv8/XdexubmJzc1NCIKAZDKJRCLhqM99JzJKLBKEUyCxSMwM3SKwnzmMNRM4qPoA7K0aOEgEWgJwUBXQ5/NN5MPT4/FgcXERgiBAlmVUF0w85b+/Qad+ewAAIABJREFUDe2NLO77ow+idOkKPv+qt2LxSdfj7l99M2KrK6Pv1G4THVdlcbxi1GLc9w9sfegPeBhLNFarVciyjEKhAFmWIQjCzInGw2xKgclmBXo8HiQSCQiCYIvGWq2GQCAAnufJpGiKWGumXq/b7Y+KoiASiVAVuIdB1fbutTfMkbdfLEv3wUv355dhGMjlclhfX0e1WrXXsSzLkGUZgUDAdlF1gmGRE6t0llhkucGVRbfixN83cXCmv4KJueAwM4uWCOwnALtbQg8rAru/Wt9bBhbD4iG8Xq8j3xS9Xi8WFxftSqO2soTbfucdaFxZx/3v/RDy37uIz7ziDVh+yo24+51vRnhpYeB9DaqYHRm2GB1jm+gR5SwOg7G04ojHCYfDCIfDrhSNs5wV2J3VaMVukEmRMwgEAggEAmi1WlAUBZVKBZVKBcFgELFYbKYFfb8W7H5rrx/dZkxW9b1fNMt+YVkWy8vLWF5ehqIoWF9fR6FQANB5j6jX63j88cdx5coVHD9+HKurq7R+erA/T5nZqyy6WegSuyGxSEwNXdd3CMBud9BuETjoJBQ4uAjsrgQOmg10qgjcLz6fD8eOHUOj0YAkSTCuW8Xtv/cu1B55HPe/7yPIfPchfOolr8fq7U/BXe98E4ICv+s+xj6zOBGDm/GbLNntRHt8HEs01mo1SJJkRztYonHSr7+jzAo8qk3pNLDaIK3Yje55U57nEQ6HZ+K9wY14vV4sLCzY7ZCqqiKbzY49R3McHKb63t2C3T2HOw0zJqtluF6v2+2o1oGRruvY2NjAxsYGRFHE2toa4vH4RK6rGydWuqxOF5pZJJwOiUVi7JRKJVy+fBmNRgPFYnFPIhAYPRvY/dX6vrfq19sGav2ZR/x+P5aXl1Gv1yFJEgLnTuGZf/AbUL/7PTz4px/Dxre+g0+8+NU4cdftuOsdb4Cva9M17sqibXAzxspiRyyO7e6tBwGAka/tXqwIAU3TIEkSisWiPdO41zzAYVBW4MHoNSnqDZKPxWK0IZoSHMdBEAR7rlFVVRQKBZRKJXvdTKtCDUy2JdQpBAIBnD59Gtdddx2y2Sw2NjZ2tKiWSqXOZ08ggLW1NSwvL8/se8cgmtUatEIR1UIJ5VQaAFArFKd8VUeP24UusRMSi8TYqVar2NzchN/vH/rh3fvGYv2dZdldlcB+c4E0u7I3AoEAjh8/bguT8M034K4//B8o/dt38NCHPoFrX/sW1r/xUzj57Ltx5y/+LDzBYHd/5ViuyTa4GedMIcOMt80VXa/hA4rqYDCIYDAITdMgy7KdBygIQl/ROCoigrICjw5rds56biRJgqIoiMViiEaj9LuaEt2CXtM0KIoCSZIgy7JthnOUM3OjWkL3uubcXn0fBsdxWFlZwcrKCiRJwsbGxo4WVU3TcPHiRTz++ONYWVnB6uqq69uIDV2HViyhVpRQy5dQKxRRK2x/1QolVAtFtLXGrttWMrmB90uCi3ACJBaJsRMIBAAAjUbDPikFOh+cltgbNhPohOH4WcQSJlYLZOy2m3HvM29F7ivfwMMf/QyufPmruPpPX8eZH3g2Ttz9DABjFHO2G+p4K4tjn1m0P9gP9zg+nw+JRAK1Wg2VSgWlUgmlUsk+ELEcRPtBWYHjxVo3luGKLMtQFAXRaBQ8z9PvdopYz02z2YSiKFBVFaqqIhwOIxaLwe/3D7ztUbWEBoPBqbaEOg1RFCGKIjRNs1tUu11UU6kUUqkUEokEVldXx9aiephKV7NSQa1QQjVfsquCWqFbEJagScquzxfO60FwIY7QQhzxsyex+oynIbSQQHgxjuBCAqGEiGBcgGfI69LNkNCdHWgXToydaDSKW265BYFAAM1mE9VqFSzLIhqNIh6PkxicMlYLpGW2It59O+591jOR+dt/wSOf/Ctc/MKXcelvvgIAMPT+EQaHZgIzi2DG74a6nRfZ/3EOkxUIAK1WC0BnbiscDvetBNIH9GSwDFf6CRNBEKjTYYr4fD4sLi5CFEX7ealWqzsqerPeEuo0gsEgzpw5g5MnTyKTySCVSkHTNFt8FwoFFItFhEIhrK6uTqRF1Wi3bbFXK24JwXxpRyWwVpCgN3ZXAwN8DKHFOEILCSTOnUFoIYHggojwQgLBhTjCC3H4+dihro9aOQmnQLt0YuwEAgGcP3/e/ruu68jn8ygUCqjVaojFYnQi7wAss5VKpQJJkrDw/Xfi2T/wfUh99m/x2Ge/BBPA3//yb+HGH3shnvozLz/SD7FJRGcwLAtzTGrUqvS1toRerVZDqVTac1Zgb2vaoKzAer0OWZZRr9eh67od6zDN2ax5p1uYWLEb1WoVoVAIPM8PrWYRh2O/LaHtdhuVSgXAdjVw1ltCnQbHcVhdXcXq6ipKpRJSqRRKpRKAjjiqVqu4ePEiLl++bLeoWt1J+6GhqKgVS7YYzDx+BS2ljAermt0eWpfV3dfn8yG0GEd4IYGF89cjtFUZ7PxJILQQRzAhgqPDoJGQ0J0dSCwSE4fjOCwvLyORSCCXy0GSJJTLZQiCQIYRDsCazSqXy5AkCcd+6Dk49v1349KHP4XNb34HD3z0L/HwX34BN7/8xbj55T96JM8XM4E2VIDZtxjdb2taWe1sPmqVGlRVPfKswEAggOXlZdvZtntuLhaLkWicIt1ZjVY1i7IaD8ZRtoR2H7qwLItms4lyuYxWqwVd1xEKhRCLxUgYToF4PI54PA5N07CxsYHNzU0YhgHTNNFut7G+vo719XUsLCwgmUxCEATozSa0YgnVgrRdCdyqCtbynWqgVpSgN1s7H4xh4OcjCC8uIryYwOKTrkdwIYHwwlZL6FZV0Bd1jpuuWyuLFJsxe5BYJKaG1+vF6uoqEokEMpkMJEmCqqq2mQcxXaLRKCKRCFRVhaIoOPval+HC61+Byx/9LK78w7/gO+//GB782Gfx1Fe/BBd+5P861GNtG8OMs7K4PbO4l6zAg7SmlXkBACAIPE6ePDm2n8Vytm02m7aZR7dopI3v9OA4DqIoguf5XVmNVuzGPDNtl9BAIIBYLGbPnFp/IpEIYrHY3LplT5NgMIizZ85gWYhj/dHHsHHxErSijLZSRlspI1ut4YFKFXqlBr2q7bq9J+C3q39LN53vVAATIkKLCfvfS5oGfzCApaWlKfyE84kbhS7RHxKLxNQJBAI4efIkqtUq0uk0isUiVFWFKIoU4jtlGIax8+Ys0bj2khfi9EtfhIsf+ASu/cu/4lvv/jN894OfxNNe9wqce8F/OeADHV10xqCNaLVaBQBcvXp1aGD8YbIC/YFOy+GkPiOtDM1ms2kLRlVVSTQ6gN6sRkVRkM/n7RzNWctqdJtLqDVz2mq1oKoqyuUyKpUKVYLHgN5ooGoZwXQbxGxVBa1WUaO3VZ9hwEWC4CIRsNEIvKvL8AoxePkolk+dRPKG6yGsLMMXGX0AI6VSrltvbq8suvHaif6QWCQcQzgcxpkzZ6CqKjKZDHK5HPx+P+LxOM39TBlLNEajUVuQnPypH8X1r/xRPPzHH8XGv/0H/vX334vv/OnHcMcbXo1Tz7lnf/fPWgY3gyuLh80KtO45HArB0xVifaSbUevHGFMe5SB8Ph+WlpZssxXrOSKHzunTHe1gmUg5KQ9wFONqCXWKS6jX67Xbh8vlMlRVRTabhdfrBc/ziESc05boOEwTmqTscAXtjYqo5UtoVqq7buoNBe2q37FbntT5fsswJpjYMoqJC9AaDaRSKWQyGbtFFQBUhsH3Ntex2KojmUyC5/lJ//QEMTeQWCQcRXclq1QqIZvNIp1OIxQKQRRFchicMizLQhRFxGIxW5Ccfd3LcOHVP4GH3vthpP/zfvzLb/8Bvv3eD+Lpb34dTtx1x8j71HUdra0T5Vqtk2E3jqxAKdZxpkvE42DGtEEd5YY6biyzFZ7ndzh0komUM7BMpLrzAK3YjWlUgqfdEuokOI6DIAjgeR6VSgWqqrpK1B81ba3emf8rWNmBxZ3ZgfkStJIMo8e9meFYBOMiwgtxxJIrWH7KTTvMYUILCYQW4/DusXIbCoVw7tw5nD59Gul0GhsbG6jX67ZozOVyyOfzCIfDWFtbw9LSUt/nya1zdG5aQxZUWZw9SCwSjoRhGPu0t1Ao2M6p0WgUgiDQpnfKcByHeDy+Q5Sce8NP44LWxIPv+SByDzyMr/y330VkeRG3vuE1WHzyk/pWAq2YCC3XCWwuqypkWR5LVqBtogO7ADg+prwvsUSjIAiQZZlEo8Ow8gAbjYbdPtw9c3rYOCG3tYQ6ie5KcLeol2XZFvVujnsyDQNaSd5q/yzaAfKdSuB2bESzWtt1W18kZIu+409LbkVEbEVFbM0HBgTePjQ7SjweD9bW1pBMJlEsFpFKpSDLcudnMk1UKhU88sgjePzxx7G6uoqVlRWaPyWII8K973jEXMBxHI4dO4Z4PI58Po9SqYRKpWJXH+fppNcpWDER1uaT4ziEw+FOnEPQhwtvey2uS+fwyB9/FOUr1/Av/+13EVxexA2vfgmEc6ftjae3qxW0vnU4HRdFXHfddWM5kbTFomEAY9rsslv3a2KybaiD8Hq9fUWj1Z7q5k3vLOD3++2Z096sRp7nd212h7WEdn/v1pZQp2GJ+t7nx6mxKK2atlX9s0Tg1kxgvqs9tCTt6nxgOQ7BhIjQQhzCyTWs3Pbkrkrg9h/PASIsjhqGYbCwsICFhQVUKhVsbm7uaFFtNpt44okncPXqVSwuLiKZTCIWi7mysujWmUULN187sRPaKRCuwOv1YmVlBYlEAtlsFrIs23Eb5Jx6NFh25cPmkkZlBfp8vo4d/fEl3Prrb0E7X8KD7/kQlCvX8N3f+UOIp6/D3b/yRsSvP73j9qzWCT1mWXZsHzB7mYs8/INsCVLdWRsTSzSKomivnXK5jEgkAkEQSDROGZ/Ph3g8jnA4bOc0VqtVu4pnicRRLaFWK7bbW0KdhlWpj8fjdpZmrVaD3+8Hz/NjN2IzdB1aSeqIv35REVsVwZZW333t0QjCC3GEFhMQTl/X+X4hvqMqGBT4yblyHSGRSATnzp3DqVOnkE6nkUql0Gw2YZomTNNENptFLpdDNBq1hT8xftwozInh0A6BcBV+vx8nTpxArVaznVMVRYEoinNvST+IUQYV1r8NeoMflBXYvRntrfBa7py1ReDW33gb9GwB9737zyBdvoq/et0vIXHDGdzzq28GfyIJYFvIjdUYZstxdaxi0Rakzqgs9uLxeLCwsABBEOxNb6VSQTgchiAINBM8Bg7TEmr9/yzLwufzIRAIzFVLqNOw2u+7zXByuRw8Hg9isRii0ei+RXmzUtmaA5R6qoJFe1ZQk5Rd71uc14NgomMKI545idWn39oVFbH1NSGCc1j1cxx4vV6cOHECa2trKBQKWF9fh7qVeWuapu12WyqVUK1WXdOi6nbRRQdUswOJRcKVhEIhnD59GuVyGZlMBvl8HoqiIB6PI+CAVplJcFRZgV6vF8FgcNcG1AqxPgjd7pySJEFbjOPW3/5ltNbTuO+PPoDio4/jsz/1JizdfB73/OqbwXq89s80NmwdN77HsH5fTv+Q7w6Qt9rrqtUqicZ9sJeW0GGV+L20hBqGYWc11ut16LoOQRCoQjJlrFgUnudRrVahKApKpdKOuUbGNFErSrYrqBUgr1lREfnOjKDeaOy6/wAfQ2hBRHAhgfjZUwgvdiqAoUR8SxCKCMy5+2f3+uttwT5+/DhisRgkSUKtVrMrja1Wy25RXVpaQjKZpM6kMeD0zz9i/5BYJFwLwzD2aa4kSchms8hkMggGgxBF0RUnh4MY5VA4SgQeJivwKLFyABuNBiRJgrF6DLf93+9E/dITuP+9H0bugUfw6Zf+HBZvPt+5wRiFHGNlOY7RfcZ+jCm5oe6XfkZFlmjsNzM3LwyqAO7nEKa3En+QltBhWY1WrAOd3k+ehlreGReRL6GczUPNZqEVJDRlBU21sut2nM9rV/4SN5zB2t13dASgHRsRRzAugpvTdWfRW4Xfj0uvx+OBx+MBz/OIx+MAgGKxiFwuh1artaNFNZvNIhaLYW1tDQsLC45bS24XXU77fRIHh8Qi4XoYhrFbgwqFAvL5PDY3NxGJRCCKoqPatA6bFWh9EFoicCxZgWPA7/djeXkZmtaJxjBOn8DTf//XUXnoMTzwx3+O/AOPAAAe/swXcd29z4Cfjx35NWwb3Ix/ZnGsra5joFc0WnNzoVAIgiDMjGh0q0tov6zGYrFoi8Z5i3UYF3qz2an8FSXbIMaqCm4HyEvQm81dtw2KPIILCfDHl8DdcAZsJASfEEP02BIWTiQhrCwjMIb3NTcxqhpv/b0fo9bfsE6YeDyOs2fPIp/PI5VKQVXV7bxGVcVDDz0En8+HZDKJ48ePO6qzwo2Ci6IzZg8Si8TMwLIslpaWbOfUYrFoO6fyPD/WzVS/zec4sgLdjmUyoGkaSqUSgufP4M7/+Vsofv3buP9PPgr5yjV8/MWvwol7noE73/4L8B2hcYQ1sjhOIbc9FukusWjRLRot58dareZ40TiJllCn0C+rUZZlO3bDSdfqGEwTdVXtzAXuyAu0oiKKqBZKaCjlXTfl/P4tg5g4Fp90zp4H7DaICSVEsD0mUbqu23ONdcNAsVIGz7EIh8MzuYkedACzl4NQa431HoJ2r8HDwjAMlpaWsLS0hHK5jFQqhVwuZ1caG40GLl++jCeeeMJuUY1EIod+3KO4boKYNiQWiZnD4/Hg+PHjtnOqVSmxnFP38+bbO/83aEPaj3FkBc4KwWAQq6urqNVqnerI05+C59x9Owpf/3d878OfwtV//ldc+9o3cer778Ez3/az8ByJScP4q352vphLxaIFx3EQRRGxWGyHaJxGi7dTWkKdRndWo5XTqCjK3MWi6M1mlytosStAvksMFkvQWz2HBQyDoMgjtJhAZHkJizddQGhB3BKDCft7X+Rgxmkcx0EQhB1zjYVCAaVSyXXV4EFrb9RBTO9BaL9D0Gl8BkajUVy4cAFnzpzB5uYmNjY27BZVXdeRyWSQyWTA8zySyaQjW1TdAP3OZof5+DQh5hKfz2fPIqTTaZRKJds5NRgMjmxJGyQCuysR3VmBvR+C9EY5mlAohFAohEqlAlmWwd/xFNx71+3IfvnrePgvPoPLf/fPeOLLX8PZH/p+3PHGnwF3mA3wJMxn7JlFZ7qh7hdLNHZXGjc3NxEIBCCK4qFy5tzaEuo0/H4/lpaW0Gq1dsSiuH7u1DShSQq04nY8RLUrQL62FSLfLO+eDfQGAwgtJhBMiDh28wWEFuMILiQQ3qoIWrOB7AReIwzDIBKJIBKJ7KoGW2Y40xL2vWuwnyjcz0FM7+eg0z8DfT4fTp48iRMnTiCXyyGVSqFSqdifEdYBjN/vx+rqKlZWVib6XLk1Z9GtnTXEYEgsEjNPMBjEqVOnUKlUkMlkUCgU+v5/VlbgsJlAN1cinIy1mapUKpAkCfF778Czvv8ubH7xH/Hop76Axz7/d3j8S/+IG170g7jt9a8Ec4BN3vY44fiEnD0XOWMflizLQhAExGIx250znU4jEAhAEIQdDsTz1BLqJLqzNC1hX61WEQwGIQiCowLk2/X6jsqf3RraVRXUihKMngM7hmUQjHfC46Orx3HsKTduRURYBjGdqqA35Ey3WKsa3Gw2bUMpVVURCoXA8/yRPkfDzGGsf+9Hd0dM91jEtKuB44RlWSwvL2N5eRmKoiCVSqFQKNgtqvV63W5RXV5exurqKkV17QHaK80OJBaJucAyiIhEIjsG3H0+n73ZdUtL0CwTiUTsYHJZlrH4vHuw+vzn4NpnvoRLn/87fO+Tf4VHP/e3uPEn/iue8qqX7OvDiLEHCsd08UBXzuJsiUUL0zTtmJVarYZarYZMJgOWZcEwDEzTnMuWUCfh8XjsuVNrZi6dTsPv9489dsM0DNQlGdVCaTsvsFjqVALznblArVBCs1rbdVtfOLQ1BxjH8VtvRjCx1RK6JQLDC3EERGG71dvF+Hw+LC4uIh6P22MStVoNfr8fPM8jNGRWe1g1cNR8vLXOfD7frjXolmrguLE8DhqNht2iauUQ67qOzc1NbG5uQhRFJJNJxOPxsf3O3HroSAY3sweJRWKuYBgGa2trMAzDttPO5XIIh8MQRXFu5nycTHckiqqqUBQFyy94Lk788A/iysc+h8t/8xXc/+FP4nuf+jye/JM/jhtf8qK9fShNwA3VLTmLvRymJZRhGPu/sWzHwKNfeDwxWbpn5qx1lM1m4fV67diN/dCqaT3GMEU7NsKqCmolCaa+83XCctyW8BMhXJfEytNu2RKBW0YxCRHhhQQ8wfnIx+3GMpQSBMGu2OdyObAsa6+h3vXY772l33z8rJqkTQq/349Tp07hxIkTyOfzWF9fR7VatX//pVIJkiQhEAggmUxieXmZ9g/EzEKvbGIuYVnWbtkqFAooFAqoVquIxWIQBIGqjA6AYRjbCMLa7K7+6PNx+sdfiIsf+RSe+Mev4T/e92E88NFP46mveRnOv+j5I++vw/zMLE6qJdQ0TbsaXK1W0W63He2eOk9Y6ygWi+0wWpEkCYIgIBQMoiEp23OBW+6gtYLUJQiLaGn1Xffti4QRWuy4ggqnTnQqgItxBK3swIUEgiK/3QM+pxiGMXT99R7GGIaBWq1TfbXWoc/n2zUSQRX58cNx3I4W1fX1dXuUxTRNaJqGS5cu4fLlyzh+/DhWV1eHVobnAaoszh4kFom5xuPxYHl5GfF4HLlcDrIs23EbsViM3uwcQPe8nDXnc+JlL8L1L38xHvnTv8D6176Jb/7PP8F3P/Bx3PazP4WzP/Cc/ndkdYiOsbLI2G2oY3sIGye5hHZXgy2zomw2C5/PZxtKEZOnWaluCb6dwq+cy6OSLaBekjrh8T3VKtbj2RJ7cYinr8PqHU+1W0Q7RjEdt1DOQXOQ02JUeLzVwtjLsMMYj8eDdruNcrkMTdPQarXg8/kQiUToAGaKWC2q9XodGxsbSKfTO1pUNzY2sLGxAVEUsba2hng8fujHpD0I4QRILBIEYAfyJhIJZDIZSJIEVVUhiqIjspaIjmi04hws0XjqVT+OG376x/G9930EG9/8Dr7+e+/Gf/7xR3DHG38GJ591547bTyLWwja4OYRaPMxMEsuy9mZzGi6h3bPB3aLR6/VCFMW5P3E/Kox2u9P2Wew2iCntyg9s1xu7buvnowgvxBFdTCBx7jTYcAhsNIxAnEd8dQWLJ08gHBfnvhpommbfA5jef+uHtQ69Xu+ulmzr+1HdK9ZcYavVgqqqKJfLqFarCAQC4HmeDmCmSCAQwJkzZ3Dy5Elks1mkUinUarW+Lapra2tYXl6eyzZgErqzA4lFguii2zk1nU6jUCjYopE+nJ1Bd3C8FRVw9vWvwIXXvBQPvudDyPznA/jn3/x/8e33JPD0t74ea8+4bcftx+qGym1tAPtULw/TEuq2zE5LNHZXGnO5HLxeLwRBICfBITTLFVS7qoDbwfHbLaKapOy6Hefz2vN/iXOnkbzzdrsC2KkGiggm4uD6VKaazSZkWUatVkO+rKIOc6azGkdV5fdSDeyOTRrnOvR6vUgkEvZco6qqO2ZPw+EwbcqnBMdxWFlZwcrKCiRJQiqVQrFYBLDdonrx4sUdLar73Ue48bl128w+MZrZ/CQgiEMSiURw9uxZKIqCTCaDbDaLQCCAeDxObUAOgeM4JBIJWzRWKhXc8MZX4Uatifv/6APIP/gI/vGdv4PoyjHc+Uu/YFcWx/E5Zm0yG/UmAKCu1ZHP5+c+OB7YGYsiyzLy+XwnU/MAJituRm+1uiqBW1+LvVVBCXqzueu2ASFmO4Mu3HCmyyV0ezbQH4se+Np8Pp+d1Wi5c7oxq9GqBg47jBlVDexXld9rNXCcdBsWdc+elkoley056cBo3hBFEaIoQtM02zHVMiRqt9tIpVJIpVJIJBJIJpMQRXHo/c2C4HLz5xaxE2bEC9L9r1aCOCSGYaBUKiGXy8EwDHJOdShWKHm1WgXDMGDLNdz37vej+OhlAEAwLkIrSfiRj70HkeVje7rP/baEyo9exn2/+24s330HLrz2ZQMrgPPsElqpVKAoClqtFjweDwRBcL1orCsKagVpq/pnBchv5QVuicC6ou66Hefz2QYxVlh8eCtAPrRlEhNMiOC83on+PLqu26LRNM2+eZqTZlAraPf67Hcg052f2+8gxmlV+f2gaRoURUG93jEfikajiMVi8E749ULsRtd1ZDIZpFIpaJq2Q/wxDINQKIRkMoljx471ff2ZpomrV69CFEXwPD/JSz801WoV+XweZ8+enep7BrFvBqp7EosEsUd0XUc+n7ed0GKxGHied+1GY1bpbqljWRZmQcJ33/1nkK9cAwDwJ5K499ffhth1yUO3hPZuPEuPXMKXf/E3cPYHno273vHGSf7YrqNarUKWZUeLRr3Z7BMVUeyqCpagFUvQWz2vFYZBUOR3VP52GMRsVQV9Dvt5e9F13W59NAxjTzmA+2VUe/aoauCgVlDr+3lwtm42m1AUBdVqFQAQCoXA8zz8ZEDkCEqlElKpFEqlEoCdbqFWK+vq6uoOYWUYBq5du0ZikZgkJBYJ4qhotVrI5XKQJAkMw9hOndRy4QysjaamaahUKmi1WgCA/De/g0t//pdoljsbquipNZx/7csROr5k37Z347nfltD8w4/hiz//Kzj7A8/CXe9403h/0BmhVqtBkiS0Wi271S4SiYx3PZkmNFnZUQms2TOB2wHyzXJl1009Qf+OSmBoIbH9dUsEBuMi2Bk6RLKiURRFga7re85qHJTb2f11UHv2IPHX/e/ETqyKcKVSgWEY8Pl89lwjMX00TUMqlUI6nYZhGLsiJhYWFpBMJiEIgqvFYqVSQaFQwPXXX08HFu6CxCJBHDUAw/FWAAAgAElEQVT1eh2ZTAaVSsXe5EajB58bIoZzGJfQbioXr+Dh938MtWynQrx483nc9StvAr+yfOhrLDx6CV/42bfj9H/5Ptzzzjcf+v7miVqtBlmW0Ww2DyUa2/X6DkfQ3qqgVpRQK0oweirHDMsgIAodU5hFKyJiS/x1VQV94fl2dLVmT9vtNliWRTAYhM/n23dlflCL9rxUA8eJYRh2u7eu6+A4zhb39LudPu12225RtVqIu4VjOBzGysoKGo2GPZfvJkgsuhYSiwQxLqrVKtLpNOr1OkUEHICjcgkdtgEFOqe6kiTZYkR79DLue99HUMsXAYbBytNuwd3vfDOCceHAP0vxscfx16//ZZx+3r2451ffcuD7mWe6nycrYzMajQKmibqsdCqA+eKuqqAlCpuV2q779IaCduUvvCX+equCQZEHM0PVwIMy7FBmVDWwX2W+dy1SB8ZkscxwrPUUiURofMJBFItFpFIpSJIEYKdoZFkWi4uLOH36tKtElyUWz5075xpzLAIAiUWCGC+maUJVVWQyGbRaLfj9fsTjcVe9wY+DowiOP2hL6CA0TUOpVEKr1YLX64V638N44E/+vBNHwDBYu/M23PWON8If3f88WenxJ/BXP/M2nHruPbj3XW/d9+3nlZambTmEbkdFqNkc1HQWWlFCU1bRVFSY+s7XCsOxCMXFTiUwYRnEJOyqoCUKvRR7AwADW0G712Y/ug9lesWfVcWq1+t2ZAqJEefRaDSgKApqtc5hitucbmeN7kPSdruNarWKbDYLWZb7tqguLi4imUy6ospYLpdRLBZJLLoPEosEMQlM00SpVEI2m4VhGAiFQhBFcebc6Y4iOH7aLqHdBiterxfSt76LBz7wcTTVChiWwcln3Yk7f+nn4dmH0JAuX8XnX/NWnHrO3bj31942xqt3B6auQyvJnQpgUeqIwXxPa2ihhFZN23VbXySM0IKIQFwEFw2Di0YQSIgQV48jsbaKyNICAgJvR6LMM4dZj4PWYfdBzV4OZXpNVqwK1qy997mddrttzzVaTrc8z1OO8BFiGMbAdTisOm+ts2q1as9x97qoRiIRJJNJLC0tObal2BKLN9xwA61/d0FikSAmia7rKBQKKBQKME0T0WgUgiA4/rR9Ui2hTqJ7Bsvn8yH/z/+Ghz7yabRqGhiOxZnnPQvPeOvr+oaZ9yI9cRWff9Vbceo5d+HeX/vFCVz99GhWqtCK26YwvVER1UIRdUmGaez8GGE5rmsOMLGjKtgxiEkglBDh6XHRq9frkGUZ9XodLMuC53lEo1HHbpiOilHh8VaWWy/91mM/UXjUWFmNlUrHHIgqWM7EMAzbtMgwDNu0KBwOU6vwEPpFuPSuyVHr0VqLw5x7TdO0W1RlWbb/DeiIRq/Xi9XVVaysrDhubamqilKphPPnz5MRlbsgsUgQ06DVaiGfz6NUKoFhGPA8j1gsNpUN7mFaQgdVAGclOB7onIbKsmy7PWb/4at4+C8+h3a9AdbjwbkXPA+3/cKrwA358JOfuIbPveotOPmsO/F9//2XJnj1R4eh69vh8VZUhF0V3K4GtuuNXbf1x6J2XIRlCrPtEppAMCEiKPDAIV4rjUYDkiTZojEWi01tTR2G3upDv7U5rBo4aj5w2uvRiVmNxG5M07TnGlutlr2motGoIw/3xsmgDM+9HJT2O4w5qvVYqVSwsbFhdyx1i0aGYbC0tITV1VXEYrEDP8ZRQmLRtZBYJIhp0mg0kM1moarqkTunjrMldN6cCa2IAGtuxO/3I/W5v8Ojn/ki9GYLnM+DCy9+AW593U/2/fBX1jfw2Ve+ESe/70583284Tyw2yxVUC1YF0KoKdlpDq4VOZqAmKUDP5wLn9XSqf4vbrqChrbxAuyq4EN9T9fWoaDQakGUZmqaBYRg799QJr9dR4fGDqg8Mw4wMj3fbBr63guXz+SAIApmAORBN06Aoiu3QGY1GEYvFXN9K2Dsf2K8yuF/TpmlEuLRaLaTTaaRSKTSbzV0tqtFoFGtra1hYWJjq+6CiKJAkCRcuXHDd+9WcQ2KRIJxArVZDOp2GpmnweDwQRXFgBtY8toQ6BcuwyNrgBvx+PPGJv8bFL/w9jFYbnN+Pm1/6w7jllT+2QzSqG5v4zCvegBP3PgPP/s23T+x69VZrayZw5yygFRVR3RKEerO567YBPrbd/rmjKrgdJO/nnXFi3Y9mswlZllGr1WzRGIvFxvL6Nk2zb0V+L5vOQdWH7s3ntKuB4+SgWY3E5OmdPw2FQojFYo6sCh/Uvbffwcwk2rSPAtM0USgUsL6+DlVV7X8DnNGiSmLRtZBYJAinYG2aMpkMms0mPB6P7ZpKLaHOwjAMWzSapomA14vH//wzuPx3/wRDN+ANBvDkn/4J3Pjj/xUAUN7M4C9f/vM4cc/T8ezfeseRXENDUbfnAgtFaAWpSxB2RGBdUXfdjvP5OiLQngfcFoMdYSgimIiDc3nVwKJXNO7XlXNUm/Zeq4GDNp7ENlYGYKvVsjMAo9EovW85DF3XoaoqyuWyXRW25hon9fiHmQ8cVJmfpY6ZSqWC9fV15HI5mKbZt0V1bW1toocyllh80pOeNDO/5zmBxCJBOA3TNCFJEjY3N+1/83q9Q6sP9MY7Haz5K+sU18968NgHP4Gr//R1mIYJXySMW1/7Cqze8RR8+qU/hxN334Fn//avDL/PZtOuAGrFEqpb0RFaoYhqoYRavvPvemt39Tgo8tuh8VsB8qGEaAvC8EICvgNEf8wCvVWRaDRqb26HtWv3o7dNu1+LKK3Jg6NpGmRZRqPRcPX86axjHXCqqop2uw2O4+y5xoM+V8PmA/eyJp08rzsNms0mNjc3sbGxscNF1fpdxGIxu0V13L8fWZYhyzKJRfdBYpEgnIpVEcnn8zBNE5FIBKIoUjXCgewWjSwe/uOPYv3r/w6YJnzRCJrlClbveCpufe0ruqIiinZ10BKIDbW86/49Af929W8x0bcqGIyLYMk0AED/ykNvFaIfDMP0PYzpFYXEZKjX61AUxZ4/paxG51Kr1aAoChqNRt/nalzzgbQm94ZhGHaLqmUuBWyLRp/Ph2QyiePHj49tFtUSizfeeONcCncXQ2KRIJxOu91GPp9HsVgEAPA87xjDDmInuq5DlmWUyx3B5zOBh977YWx+6zv9b8AwCMaFraqfZRBjBcjHO1XBhQR8kcm0dzmdUfO6oyoPvXOA9Xodza15zXA4DEEQXG/aMYtQVqOz6Z4PrNfrqNVqaLVaADrrrrsNshs3zwe6GVVVsbGx0bdFlWVZHDt2DKurq0feoipJEhRFIbHoPkgsEoRbaDabyGazUBQFLMvazqn0pus82u02JElCtVrtPD9SGV99+28hcf4sbvyxF24bxcQFMLQZArC7GtivCrGfed29OhO2223Ismzn/0UiEQiCQNbuDsQKjrcOY0KhEARBcFye3Cxx0Jld6zDTWrMcxyEcDiMYDNL4hEMY1aLK8zzW1taQSCSOZJ9hicWbbrrp0PdFTBQSiwThNjRNQzqdRq1WA8dxEEWRnAMdSqvVgizLtmicZp7mtLCqgcPC40e5907CkKJXiFD1yrn0y2rkeR7BYHDal+YqhhnEHHQ+0Pq7JS56I1Ist9twOEwHnQ7BMAzkcjmkUilUKpVdotHv99suqoc5RCuVSlBVlcSi+yCxSBBuxDRNVCoVZDIZNBoN+Hw+iKJImyWH0mw2IUkSNE0Dy7K2aHT7ZqmfPX1vi+h+55C6v07j99PbSkztqc6Fshr7Y0W5DMrX3c984FHN7JqmiWq1arvdWsZF0WiUWk0dhKIoSKVSKBQKfVtUl5eXsbq6eiDnWxKLroXEIkG4GdM0Icsystks2u02gsEgRFGktiyH0mg0IEkS6vW641uJB202uzec/ejO8hw0g+SGzWGvaVE4HAbP87S2HIh1eCbL8o6sxlmsXh30gGbQfOA01qWmaVAUBfV6HUDHmTgWi9GBjINoNBrY2NjA5ubmjlZjaz2JoohkMolEIrHn+yyVSiiXy7jxxhvHcs3E2CCxSBCzgGEYKJVKyGazME0T4XAYoijS3JVDqdfrkCQJjUZj4q3EBw2rBtC3+jeo/WxWINHoLrqzGq0q/mGiHCbJYeYDhx3OOHU+sNe4KBgMgud5BAKBKV8ZYaHrut2iWq1Wd7z+GIZBIBCwXVRHHTYUi0VUKhUSi+6DxCJBzBLtdhuFQgGFQgFAJ0NJEARHbhSIzgm7JEloNpvweDwQBOFQonHURlPX9aGbzWHzgW6oBo6T3jk5MldxNv2yGqfZ8jhsXR7VfKBb0XUdqqqiXC7b7cRWZZhwDrIs2y2qAHa1qB4/fhzJZHLgOEyxWES1WsWTnvSkiV0zcSSQWCSIWaTZbCKXy0GW5ZmakZtVarUaJElCq9WC1+uFKIo75q4MwxgaFTFqBmnUfCC9LvaOtbFVVRWmaVLrt8NpNBqQZRmapgHoHKAdZVbjYeYD+80FznOmp2maKJfLUFUV7XYbHMfZIp8OPJ1DvV63W1S7DyCtz5F4PI5kMol4PL7jdoVCAZqm4cKFCxO/ZuJQkFgkiFlG0zRkMhlUq1VyTnUolvhrtVqo1WrQNA2GYYBhGDAMM3CjSRll08UwDKiqCkVRbNEoCAL8fv+0L43oQ2/L416MiwbNB46Kc3HSfKBbqdVqUBQFjUYDDMMgGo0eqcgnDo+u68hms0ilUqjVartaVIPBIJLJJJaXl8FxHIlF90JikSDmgUqlgnQ6Tc6pE8SqOAybDxwmBK33YJZlEQqFEAgEdoXKE9PHEo2qqsIwDAQCAYiiSKLRofTmavp8PgQCATAMs6syuN/5QOsrVcGOjkajAUVRUKvVANDMsFORJAmpVArFYhHAzhZVjuOwsrKCQCAA0zRx/vz5aV4qsX9ILBLEvGCaJhRFQSaTQbvdRiAQQDwepw/dA3BQI4p+FYd+LaLAtsOjJEkkQlxAb4xDIBCAIAhk1jEFaD5w9mi32/ZcI2VrOhdN07CxsYF0Ot23RZXjONx6661YWlqiteQeSCwSxLxhOafmcjkYhkHOqV30mz/qt+nsh7XRHDYfeJCKg2madrujYRg0I+dwep8vv98PQRBoU3sEDKrW72V2d9BcIMMwqNfrtrmK1+uFIAhkruJQeg9lvF4vYrEYIpEIiY8p070+m80m8vk8crkcms2mvS7r9ToikQh+8Ad/kJ4v90BikSDmFV3XUSgUkM/nARy98YPTsDaXg7LJhs0fDYuKmJQRRe8midw4nY1l1iHLMonGPdA9HzioMjjO+UCrkq8oCtrtNjweD3ieJxHiUEzTRLVa3RGTMm3H21mm96Cme37XWruD1me9XkehUICiKACApz71qbj++usn/SMQB4fEIkHMO61WC7lcDpIkgWEYCILgKudU0zSHRkWMajtzWz6ZYRh27p+VqTnKqIOYHpZoVBQFuq7P5czwMIMYJ84HVqtVyLLsyqzGeUTTNCiKgnq9DgCIRqOIxWL0nrhHRhk5Dcv39Hq98Pl88Hq98Hq98Hg89vder3fHmlFVFY8//jhuuukmem7cBYlFgiA61Ot1ZDIZVCoVcBwHQRAQjUanek291cC9VhuA4bb01lc30xsWH4lEIAiC63+uWcWqXMmyDF3X+0akuJGDzgcOq9I7ZT6wW4SwLGuLEKpcOZNmswlVVW3zomAwCJ7n53pueFTFfj9CsFcQ0uHJ3EBikSCInVSrVaTTadTr9bFtaK1q4EFNKIaZwzixGjhOdF2HLMsol8sAOqfqgiDQhtbBWKKx3W47dkbusPOB027bPkr6ZTXGYjE6mHEoVhaqNYfq8/nsucZZolcI7tVojeO4XQKwVwzO02coMRISiwRB7MYy6chkMmi1WvD7/YjH43ty4hzU0tJ9sjksQH7YRtMJ1Qan0hsJMOszqLPAtETjUcwHDjqsmeXXW7+sRopxcC69c6gcx9lzjU4XQ4cVglZFsLctlIQgcQBILBIEMRjTNG3nVF3XEQwGEQ6HwTBM37nAdrvd936sauCw+cBZ3mROklarBVmWUa1WwTCMLRppg+BcrA1tq9WC1+u1jVUOwqj5wFFrdFh0BB3UdLBiHKwW8GAwCEEQKNbGwdRqNSiKgkajAYZh7JbiaVSH+5mt7SXjs1cI9psTpDVKjAESiwRBjEbXdRSLReRyuV3/bdRcIFUDp0Oz2YQsy6jVarZJh5uMi+aRbmMVj8cDQRB2iMZBM0ejjJxojY6H3nZHyv5zPuOuDg/rqBl2WDNICHaLQVqjxJQgsUgQxN6pVCooFAqoVCpUtXIJzWYTkiRB0zQSjQ6ldz5Q0zRomma3gjIM07fSAAyeD+z+N2K89Mv+c+IcKrGNVR0ul8swTROBQACxWGzofP5Bq/a9raD9xCC9HxMOhsQiQRD7p9FoIJvNQlVVcBxnCxDCuTQaDUiSZDs7iqJIGXIToN/sUW+1YZAbIcMwMAwDpmmCYRiEQiGEw2FbDNIhjbOwsv+sOVTKanQ+vUKfZVkEg0FwHLcnwzVLCA6bEaTnnnA5JBYJgjg4tVoN6XQamqbB4/FAFEU6TXc4mqZBlmU0Gg1wHGeLRmL/TGo+UNM0SJKEZrMJlmXtWBvahDoXKzDees4oq3F6DJsP3I8Q7G0LJSFIzAkkFgmCOBxW6Hgmk0Gz2YTP50M8Hp/rbCs3oGkaSqWSPR9HQn8bK9pl0FzgQeYDj8LRt1voU0uxO+jOarRa9ymr8egYNR94ECFoGIZt5EYQBIlFgiCOCNM0IUkSstms7ZwqiiLZyjucWq0GSZJsJ85ZCIofxrD8wFHRLk6ZDyTR6D4ajQYURUGtVgPQyUPleZ6yGocwqmo/SAhaoq+fWYzX6yVDJ4LYHyQWCYI4WgzDQKFQQD6fh2maiEQiEEWRTtIdTnfmn8/ngyiKrnN17GdJv9f5wGHRLk6dD6zX65Bl2Z5DpVZH59MdbQPMb1bjqLbQYULQqgj2M44hIUgQRw6JRYIgxkO73UY+n0exWAQA8DxPzqkuoFKpQJIk6LoOv98PURQd0VI8LEB+1HzgoHbQWckP7DUvslodaa05F13XoSiK7cYZDAbB87wj1tphGWTotBchOCxDkIQgQUwFEosEQYyXZrOJbDYLRVHInMMlWHOosizb+XGiKI4ldHzYfOCozeUwAWh9P080Gg3IsgxN08AwjN2eSqLRuei6jnK5DFVVYRgG/H4/BEFwbFV/VFvofoRgtyAkIUgQjoXEIkEQk0HTNKTTadRqNXLhdAmmaUJVVdtWfr9zqIZhjBSCe5kPHFQZJPrTna1JpiruwDqgURQFuq7D6/XasRuTevxh7duDhCDDMEMzBL1erx0DQxCEKyGxSBDE5DBNE5VKBZlMBo1Gw7WzcfOGYRi2aDRNE6FQCDzPg2GYoSYUszQf6EaazSZkWUatVgPDMLapColG52JlNSqKglarZefYHqYbY5AQ7F6vw4TgoAxBEoIEMReQWCQIYvKYpglZlpHNZtFut8k51WEMqgK22220Wq2B1cB5mA90I81mE4qi2KYqsViMRKMLqNVqkGV5aFbjMHdf6/t+67VXCA6aESQIYu4hsUgQxPQwDAOlUgm5XM7OthJFce5mzSZFvwrDQeYDWZZFs9lEo9EAAHreXAKJRndhmiZarRY0TUOlUkGr1QIAew0OEoLWoc2oGUGCIIg9QGKRIIjpo+s68vk8CoUCgM4mVhAEakfcBwedD2QYZk9B8v3QdR2yLKNcLgMg8eEWeuMbotEoBEGg522C9FYE+x3gDKrgMwyDSCTSty2UhCBBEEcMiUWCIJxDs9lELpeDLMsUNt5Fv/zAg84H9raGHoUgb7fbkCSJKlYuo91uQ5ZlVCoVABQUf1T0O7jpXbODKoJ7mRE0TXPu3xMJgpgYJBYJgnAe9Xod6XQa1Wp15p1TRzkQjsoP7FcRtL5OekPZXbGi6Ab30G637cw/AIhEIhAEgURjHwzD6NvC3b1eBx3c9M4I9opBWicEQTgQEosEQTiXSqWCdDrtSufUUfOBw9rMhhnEuKHNrDu6gSrE7qFXNIbDYQiCAK/XO+UrmwzdQnDQAc5ehWCvICQhSBCESyGxSBCEszFNE4qiIJPJoN1uIxAIIB6PT9U5tV91Ya/zgcMC5GctP7DZbKJUKqFer4NlWQiCcKgIAGIy6LoORVGgqiqA2RCN/YTgXlq5OY4bmiFIUS8EQcw4JBYJgnAHhmFAkiRks9mxOqcedj5wWHTEvG4q6/U6JElCo9EAx3G2aCScTT/RyPO84yJuDisEB80IzvOaJQiC2ILEIkEQ7kLXdRQKBeTzeQD7M1MZ1l5mfd+P7vnAXgE4rflAN6JpGiRJQrPZhMfjgSAIMzuLOktYorFcLsM0TYRCIQiCMBHROOzwxvq+H71CsN+cIK1ZgiCIkZBYJAjCnbRaLeRyOUiSBIZhEI1GEQwGB24uZ3U+0I3UajVIkoRWqwWv1wtBEBAOh6d9WcQIdF2HqqpQVRWmaSIYDEIUxQOLxkEh8gcVgt1ikIQgQRDEkUBikSAId1Ov15HJZGz7f4t5mw90I9VqFbIs26IxHo+7xsBonjEMA6qqQlEUWzQKggC/32//P6NauQcJwX5xEb1ikIQgQRDExCCxSBDEbGDlM1otjvF4HKFQaNqXReyBSqUCSZKg67rrXG/nEUv0NZtNVCoV1Ot1AJ0DGpZlB7ZzW0Jw2IwgCUGCIAhHQWKRIIjZwTRNqKqKTCaDVqsFv9+PeDy+o+JBOJdyuQxJkmAYBgKBAARBQCAQmPZlzRWDZnn3MtdrGAZisVjfLEESggRBEK6ExCJBELOHaZq2c6qu6wiFQhBF0dXW//OCaZool8uQZdkWjdOOSpkVRrWF7rUi2PuH4zgwDAPTNEkQEgRBzBYkFgmCmF10XUexWEQ+n4dpmohGoxAEgWYVXYBVJVYUBYZhTNSB040Mcgvt/tqPYfOB3UKQIAiCmEtILBIEMfu0223kcjmUSiUwDAOe5xGLxShDzQX0mqnMQkD8fhnVFjpKCA6aESQhSBAEQYyAxCJBEPNDo9FANpuFqqrgOM4WjYTz6Q2Ij0QiEAQBHo9nyld2OA4jBIdFR5AQJAiCII4AEosEQcwftVoN6XQamqbB4/FAFEXK+XMJvaLRqa3Fpmn2FX6jhCDDMCNbQ1mWJSFIEARBTAISiwRBzCeWkUomk0Gz2YTP50M8Hif3TZfQbrchy7KdrxmLxcDz/EREYz8h2PuVhCBBEAQxA5BYJAhivul1Tg0GgxBFkYxUXEK73YYkSahWq2AYxhaNB51HHSQEu0XgMCE4aD7Qag0lCIIgCBdBYpEgCALoGKkUi0XkcjmYpolIJAJRFGmD7xKazSZkWUatVhtoYmSa5tC20Ha7DcMwdt13rxDsnQ8kIUgQBEHMKCQWCYIgumm328jn8ygWiwAAnucPVakiJoMlBDVNQ7lcRqvVAtAxgmEYZqAQZFkWHo9nYIagx+MhIUgQBEHMKyQWCYIg+tFsNpHNZqEoCliWtStVNE82eXorgv2qg/2EINARg+FwuG9bqDUjSBAEQRBEX0gsEgRBDEPTNKTTadRqNXAcB1EUEYlEpn1ZM4NhGLsMYnrF4KCK4KgZQZZlYRgGCUKCIAiCOBgkFgmCIEZhmiYqlQoymQwajQZ8Ph9EUUQwGJz2pTkawzD6zgd2C8N+nzW9QrDfjCAJQIIgCIIYOyQWCYIg9oppmpBlGdlsFu12e66dU7uF4KAIiX6fIxzHjZwRJCFIEARBEI6AxCJBEMR+MQwDpVIJuVwOhmEgHA5DFEV4PJ5pX9qR0E8I9lYIBwlBqyLYry2UhCBBEARBuAoSiwRBEAdF13Xk83kUCgUAnWB4QRAcLYi6swL7tYXquj5SCPZrCyUhSBAEQRAzB4lFgiCIw9JsNpHL5SDL8lSdU7tF4KBg+X70E4K9gpBcYAmCIAhi7iCxSBAEcVTU63Wk02lUq9Ujd04dVA0cJQQ9Hs/IGUESggRBEARB9IHEIkEQxFFjOafW6/U9OaeOagsdJgRHzQiSECQIgiAI4oCQWCQIghgHpmlCVVWk02m02234fD4EAgEA2NUi2o9uIThoRpCEIEEQBEEQY4TEIkEQxDgxDAOSJCGdTtv/1k8IdotAEoIEQRAEQTgAEosEQRCTQNM0GIaBUChEQpAgCIIgCDdAYpEgCIIgCIIgCILYxUCxSGFZBEEQBEEQBEEQxC5ILBIEQRAEQRAEQRC7ILFIEARBEARBEARB7ILEIkEQBEEQBEEQBLELEosEQRAEQRAEQRDELkgsEgRBEARBEARBELsgsUgQBEEQBEEQBEHsgsQiQRAEQRDE/9+eHdoAAMNAEFOl7j9zBzhQFgXY9EnoKQCEWAQAACDEIgAAACEWAQAACLEIAABAiEUAAABCLAIAABBiEQAAgBCLAAAAhFgEAAAgxCIAAAAhFgEAAAixCAAAQIhFAAAAQiwCAAAQYhEAAIAQiwAAAIRYBAAAIMQiAAAAIRYBAAAIsQgAAECIRQAAAEIsAgAAEGIRAACAEIsAAACEWAQAACDEIgAAACEWAQAACLEIAABAiEUAAABCLAIAABBiEQAAgBCLAAAAhFgEAAAgxCIAAAAhFgEAAAixCAAAQIhFAAAAQiwCAAAQYhEAAIAQiwAAAIRYBAAAIMQiAAAAIRYBAAAIsQgAAECIRQAAAEIsAgAAEGIRAACAEIsAAACEWAQAACDEIgAAACEWAQAACLEIAABAiEUAAABCLAIAABBiEQAAgBCLAAAAhFgEAAAgxCIAAAAhFgEAAAixCAAAQIhFAAAAQiwCAAAQYhEAAIAQiwAAAIRYBAAAIMQiAAAAIRYBAAAIsQgAAECIRQAAAEIsAgAAEGIRAACAEIsAAACEWAQAACDEIgAAACEWAQAACLEIABBH9C4AAAFZSURBVABAiEUAAABCLAIAABBiEQAAgBCLAAAAhFgEAAAgxCIAAAAhFgEAAAixCAAAQIhFAAAAQiwCAAAQYhEAAIAQiwAAAIRYBAAAIMQiAAAAIRYBAAAIsQgAAECIRQAAAEIsAgAAEGIRAACAEIsAAACEWAQAACDEIgAAACEWAQAACLEIAABAiEUAAABCLAIAABBiEQAAgBCLAAAAhFgEAAAgxCIAAAAhFgEAAAixCAAAQIhFAAAAQiwCAAAQYhEAAIAQiwAAAIRYBAAAIMQiAAAAIRYBAAAIsQgAAECIRQAAAEIsAgAAEGIRAACAEIsAAACEWAQAACDEIgAAACEWAQAACLEIAABAiEUAAABCLAIAABBiEQAAgBCLAAAAhFgEAAAgxCIAAAAhFgEAAIj72c/IFQAAAKziswgAAECIRQAAAEIsAgAAEGIRAACAEIsAAACEWAQAACAeslzreLMFClgAAAAASUVORK5CYII=\n","text/plain":[""]},"metadata":{},"execution_count":7}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":901},"id":"XkdUha3k_IcY","executionInfo":{"status":"ok","timestamp":1635200782795,"user_tz":420,"elapsed":678,"user":{"displayName":"Henry Kaplan","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GivVtF83dJqeC6ibEExwuUOMLCPf90iHkSgW2O47A=s64","userId":"00884883390244725230"}},"outputId":"67b10a81-590b-4c6c-f89c-f451cc1564cd"},"source":["# Add lines for right pane for aligning in photoshop\n","numpslines = 8\n","\n","#left\n","for ps in range(numpslines):\n"," psloc = stepout + (squaresize * (ps / (numpslines-1)))\n"," #right vertical\n"," addline(psloc, psloc, stepout, 1, 1, 'y', color=darkredhex)\n"," #right horizontal\n"," addline(stepout, 1, psloc, psloc, 1, 'y', color=darkredhex)\n","\n","\n","fig"],"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"image/png":"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\n","text/plain":[""]},"metadata":{},"execution_count":8}]}]}
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diff --git a/logo/Logo_Elements/Logo_Text_PNGs/Logo_text_options.001.png b/logo/Logo_Elements/Logo_Text_PNGs/Logo_text_options.001.png
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diff --git a/logo/Logo_Elements/Main_H4LA_logo/hackforLALogo straightened.png b/logo/Logo_Elements/Main_H4LA_logo/hackforLALogo straightened.png
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+
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diff --git a/logo/Logo_Elements/Main_H4LA_logo/hackforLALogorotated.svg b/logo/Logo_Elements/Main_H4LA_logo/hackforLALogorotated.svg
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+
+
diff --git a/logo/readme.md b/logo/readme.md
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+# Hack for LA Data Science Logos
+
+The current, extremely simple Data Science Logos were made in Google Drawing. The editable files can be found in the [Google Drive folder here](https://drive.google.com/drive/u/0/folders/1d0IrLzTGEWP5PkGS0aocLi1tCK2jSt8b) for those with the right permissions. Alternate versions are saved in the edit history of the Google Drawing file, as well as in the github repo at /data-science/logo/Drafts.
+
+## Files
+
+### Base Data Science Logo
+
+ - [Base Data Science Logo Google Drawing file](https://docs.google.com/drawings/d/1ARUH58iSl4_cMo5RyQ8xhPcAmfjnf3uZF9mjcF7iTBU/edit?usp=sharing) (Google Drive)
+ - [Logo.png](Current-Data-Science-Logos/Logo.png) (github)
+ - [Logo.svg](Current-Data-Science-Logos/Logo.svg) (github)
+
+### Data Science Favicon
+ - [Favicon Google Drawing file](https://docs.google.com/drawings/d/1hb_1iSWR0XYV2bZMOqsKa_7X3hqW-uMDjhryaJ6R-7U/edit?usp=sharing) (Google Drive)
+ - [Favicon.svg](Current-Data-Science-Logos/Favicon.svg) (github)
+ - [Favicon.png](Current-Data-Science-Logos/Favicon.png) (github)