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CmagnetUpperHalf.html
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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html><head><meta http-equiv="Content-Type" content="text/html; charset=utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge,IE=9,chrome=1"><meta name="generator" content="MATLAB 2021a"><title>C-magnet, the upper half (Section 4.3.2)</title><style type="text/css">.rtcContent { padding: 30px; } .S0 { margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: normal; text-align: left; }
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.S7 { color: rgb(64, 64, 64); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% / auto padding-box border-box; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; }
.S8 { border-left: 1px solid rgb(233, 233, 233); border-right: 1px solid rgb(233, 233, 233); border-top: 1px solid rgb(233, 233, 233); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, "Courier New", monospace; font-size: 14px; }</style></head><body><div class = rtcContent><div class = 'S0'><span>Companion software for "Volker Ziemann, </span><span style=' font-style: italic;'>Hands-on Accelerator physics using MATLAB, CRCPress, 2019</span><span>" (</span><a href = "https://www.crcpress.com/9781138589940"><span>https://www.crcpress.com/9781138589940</span></a><span>)</span></div><h1 class = 'S1'><span>C-magnet, the upper half (Section 4.3.2)</span></h1><div class = 'S0'><span>Volker Ziemann, 211109, CC-BY-SA-4.0</span></div><div class = 'S0'><span style=' font-weight: bold;'>Important:</span><span> this example requires the PDE toolbox!</span></div><div class = 'S0'><span>This example deals with the same magnet as Cmagnet.mlx, but now we exploit the fact the the lower half of the magnet is a mirror image of the upper half and we therefore only need to define the geometry for the upper half, but have to define appropriate boundary conditions in he mid-plane.</span></div><div class = 'S0'><span>Let's define the geomtry first, Now the polygon for the</span><span style=' font-family: monospace;'> yoke</span><span> has fewer points and we only have to describe the two coils </span><span style=' font-family: monospace;'>C1</span><span> and </span><span style=' font-family: monospace;'>C2</span><span> in the ipper half and, as before, the </span><span style=' font-family: monospace;'>World</span><span> as enclosing volume. </span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >clear </span><span style="color: rgb(170, 4, 249);">all</span><span >; close </span><span style="color: rgb(170, 4, 249);">all</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >Cmag=[2; 8; </span><span style="color: rgb(14, 0, 255);">...</span><span style="color: rgb(2, 128, 9);"> %..Yoke</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span > 0;0;0.3;0.3;1;1;-0.6;-0.6; </span><span style="color: rgb(14, 0, 255);">...</span><span style="color: rgb(2, 128, 9);"> % eigth x-ccordinates</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span > 0;0.3;0.3;0.05;0.05;0.8;0.8;0]; </span><span style="color: rgb(2, 128, 9);">% eigth y-coordinates</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >C1=[2;4;0;0;0.3;0.3; 0.1;0.3;0.3;0.1;zeros(8,1)]; </span><span style="color: rgb(2, 128, 9);">% add zeros to make same </span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >C2=[2;4;1;1;1.3;1.3; 0.1;0.3;0.3;0.1;zeros(8,1)]; </span><span style="color: rgb(2, 128, 9);">% length as yoke</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >World=[2;4; -1;1.6;1.6;-1;0;0;1;1;zeros(8,1)]; </span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >gd=[World,Cmag,C1,C2]; </span><span style="color: rgb(2, 128, 9);">% assemble geometry</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >ns=char(</span><span style="color: rgb(170, 4, 249);">'World'</span><span >,</span><span style="color: rgb(170, 4, 249);">'Cmag'</span><span >,</span><span style="color: rgb(170, 4, 249);">'C1'</span><span >,</span><span style="color: rgb(170, 4, 249);">'C2'</span><span >)'; </span><span style="color: rgb(2, 128, 9);">% names of the regions </span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >sf=</span><span style="color: rgb(170, 4, 249);">'World+Cmag+C1+C2'</span><span >; </span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >g=decsg(gd,sf,ns);</span></span></div></div></div><div class = 'S5'><span>In the next step we create the PDE model for one dynamic variable</span><span style=' font-family: monospace;'> u =</span><span> </span><span texencoding="A_z" style="vertical-align:-6px"><img src="data:image/png;base64,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" width="16" height="20" /></span><span>, add the geometry </span><span style=' font-family: monospace;'>g</span><span> to the model, and plot the model with the edges labeled. As in the pervious example with the full-scale magnet, we require the potential </span><span texencoding="A_z" style="vertical-align:-6px"><img src="data:image/png;base64,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" width="16" height="20" /></span><span> to vanish at the outer boundaries, lebeled </span><span style=' font-family: monospace;'>E1, E2,</span><span> and </span><span style=' font-family: monospace;'>E3</span><span>. In the second call to applyBoundaryCondition() on </span><span style=' font-family: monospace;'>E8, E9,</span><span> and </span><span style=' font-family: monospace;'>E10,</span><span> we specify von-Neumann boundary conditions, which ensures that the fields are perpendicular to the boundary. This enforces the up-down symmetry of the full magnet.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >model=createpde(1);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >geometryFromEdges(model,g);</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >pdegplot(model,</span><span style="color: rgb(170, 4, 249);">'EdgeLabels'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >);axis </span><span style="color: rgb(170, 4, 249);">square </span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="FF237595" data-scroll-top="null" data-scroll-left="null" data-testid="output_0" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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88+y6mOHTvGoUOHEBERORsZZFpMTExgjOFUxhgmJyc53a/8yq/w3HPPsWrVKnbv3s3GjRvZu3cvk5OTvJq+vj76+vqw1iIiIv8y1lr6+vro6+tDzhwGmRaNRoOJiQlONTk5yYwZMzjd7Nmz+eIXv8gzzzzDgw8+yA9/+EM++MEP0mg0eDVjY2OMjY2xfPlyRETkX2b58uWMjY0xNjaGnDkMMi0uuugi9u7dy6mOHDnC3LlzOd2PfvQjfvzjH5MkCV/84he54447OHDgAL/0S7+EiIjI2cgg02LevHlM2bZtG1P2799PURRcccUVTNmzZw/j4+NM+eEPf8gtt9zCc889x5RvfetbjI6Ocu211yIiInI2Msi0MMawevVqVqxYwZIlS7j55pt54IEHuOCCC5iyZs0adu7cyZSLL76Y//pf/ysf+MAH+O3f/m0++clPkiQJ5513HiIiImcjg0yb+fPns3PnTtatW8fu3btZsGABJw0MDHDjjTdy0q233srIyAjr168nz3Pmz5+PiIjI2cog027mzJkYY3gt55xzDjNnzkRERORsZxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGERERkZoxiIiIiNSMQURERKRmDCIiIiI1YxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGERERkZoxiIiIiNSMQURERKRmDCIiIiI1YxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGERERkZoxiIiIiNSMQURERKRmDDKtDh48yNatWxkbG+O1HDhwgK1bt/Ld734Xkem0efNm2u027XabdrtNu92m3W6za9cuphw6dIjh4WGGh4cZHh5meHiYI0eOICLyRjHItEnTlMWLF5NlGWEYsnbtWl7JwMAAH/nIR8iyjE984hN8+tOfRmS6LFq0iJUrV9JqtWi1WrRaLVqtFlu2bGHKxo0bed/73sfChQtZuHAhCxcuZGRkBBGRN4pBpsXExAT9/f1s3LiRVatWsWnTJgYGBjhw4ACnm5ycZPXq1WzYsIFVq1bx1a9+la997Wt897vfRWS69Pf30+l06HQ6dDodOp0O/f39TPmbv/kb1qxZw7Fjxzh27BjHjh3j/e9/PyIibxSDTIvt27cze/Zs5syZwxTXdbnqqqvYsWMHL6fX6+E4DlPOPfdcjDF0u11EzkTf+ta3eOc738mhQ4fodruIiLzRDDItjh49ymWXXcapZs2axb59+zidMYb+/n5uv/121q5dy0c/+lFuuukmLr/8cl5NX18ffX19WGupuwOHj7P0L76L3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwV+s8BvFvjNAr9Z4DcL/GaB3yzwmwXdE5Pc8n9/hYsW38dFi+/josX3cdHi+3jb/zWE94fDjO3bz68vvo2L/T4azrn823kfxG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1ngNwv8ZoHfLPCbBX6zwG8W+M0Cv1kQZSXy+llr6evro6+vDzlzGGRaTExMYIzhVMYYJicneTmjo6PMnDmTCy+8kNmzZ/O9732PF154gVczNjbG2NgYy5cvp+4OHPmfHDj8P8nDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMyMOAPAzIw4A8DMjDgDwMeMs5hjkvPk3wo1GCH40S/GiU4EejrP6P/5YvXf9WPnDdB8m3PMbT3/9Hdn17P7P+8Qk+du7fkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBeRiQhwF5GJCHAXkYkIcBA4vfyYbRceT1W758OWNjY4yNjSFnDoNMi0ajwcTEBKeanJxkxowZnO6b3/wm3/rWt/jyl7/MLbfcwvr165nyuc99jrON5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4roPnOniug+c6eK6D5zp4rsNP/AT8Yf89PNZ5hMc6j/BY5xEe6zzCTdddy3svv5RHN3+N915+KZ7r8J6fezsf/q0P8dTf/DWe6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+C5Dp7r4LkOnuvguQ6e6+D9u3MReTMwyLS46KKL2Lt3L6c6cuQIc+fO5XRHjhzh0ksv5ZxzzuGkn/3Zn+XgwYOInGmefvppHnroIU714osvMmPGDERE3igGmRbz5s1jyrZt25iyf/9+iqLgiiuuYMqePXsYHx9nyrve9S527tzJ3//93zPl2LFjjI6O8u53vxuR6XLixAm63S7dbpdut0u326Xb7fLCCy8QhiFPPfUUU5599lk2b97MRz7yEURE3igGmRbGGFavXs2KFStYsmQJN998Mw888AAXXHABU9asWcPOnTuZ8s53vpMVK1awaNEilixZwq/+6q/y3ve+l9/6rd9CZLpcf/31NBoNGo0GjUaDRqPBeeedxy/+4i+yZs0a3vOe9/C+972Pd77znXzqU5/i/e9/PyIibxSDTJv58+ezc+dO1q1bx+7du1mwYAEnDQwMcOONN3LSTTfdxO7du1m3bh2PP/44d911FyLT5fjx4/R6PXq9Hr1ej16vR6/X4/jx40y5/fbbOXr0KI888ghHjx7lk5/8JCIibySDTLuZM2dijOG1GGOYOXMm55xzDiJnOmMMs2bNwhiDiMgbzSAiIiJSMwYRERGRmjGIiIiI1IxBREREpGYMIiIiIjVjEBEREakZg4iIiEjNGERERERqxiAiIiJSMwYRERGRmjGIiIiI1IxBREREpGYMIiIiIjVjEBEREakZg4iIiEjNGERERERqxiAiIiJSMwYRERGRmjGIiIiI1IxBREREpGYMIiIiIjVjEBEREakZg0yrgwcPsnXrVsbGxnglhw8fZnR0lNHRUUZHRxkdHWV0dJQDBw4gIiJyNjLItEnTlMWLF5NlGWEYsnbtWl7O6Ogoy5YtY9myZSxbtoxly5Zx6623smHDBkRERM5GBpkWExMT9Pf3s3HjRlatWsWmTZsYGBjgwIEDnO79738/TzzxBE888QRPPPEEDz74IBdeeCG/93u/h4iIyNnIINNi+/btzJ49mzlz5jDFdV2uuuoqduzYwat54YUXuOuuu/ijP/ojZs+ejYiIyNnIINPi6NGjXHbZZZxq1qxZ7Nu3j1fz2c9+lssuu4wrr7yS19LX10dfXx/WWkRE5F/GWktfXx99fX3ImcMg02JiYgJjDKcyxjA5OckrefHFFxkYGODOO+/k9RgbG2NsbIzly5cjIiL/MsuXL2dsbIyxsTHkzGGQadFoNJiYmOBUk5OTzJgxg1fy2GOP8ba3vY1f+IVfQERE5GxmkGlx0UUXsXfvXk515MgR5s6dyyvZtm0b1157LSIiImc7g0yLefPmMWXbtm1M2b9/P0VRcMUVVzBlz549jI+Pc6q//uu/5vLLL0dERORsZ5BpYYxh9erVrFixgiVLlnDzzTfzwAMPcMEFFzBlzZo17Ny5k5MmJyd5/vnnede73oWIiMjZziDTZv78+ezcuZN169axe/duFixYwEkDAwPceOONnGSMYWxsjAsvvBAREZGznUGm3cyZMzHGICIiIq+PQURERKRmDCIiIiI1YxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGERERkZoxiIiIiNSMQURERKRmDCIiIiI1YxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGERERkZoxiIiIiNSMQURERKRmDCIiIiI1YxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGmVYHDx5k69atjI2N8VoOHz7MN7/5TR5//HFERETOZgaZNmmasnjxYrIsIwxD1q5dyyvZtm0b1113HY8++iirV6/mox/9KJOTk4iIiJyNDDItJiYm6O/vZ+PGjaxatYpNmzYxMDDAgQMHON3ExAR33XUXa9asYfXq1fzlX/4lR48eZcuWLYiIiJyNDDIttm/fzuzZs5kzZw5TXNflqquuYseOHZxu27Zt/NRP/RTvfve7OanT6bBgwQJERETORgaZFkePHuWyyy7jVLNmzWLfvn2c7siRI7ztbW/j3nvv5fLLLycIAh566CFERETOVgaZFhMTExhjOJUxhsnJSU739NNPk2UZP/dzP8eePXv4yle+wn//7/+dHTt28Gr6+vro6+vDWouIiPzLWGvp6+ujr68POXMYZFo0Gg0mJiY41eTkJDNmzOB0P/MzP8PP/uzPctNNNzGlr6+Pa6+9lkcffZRXMzY2xtjYGMuXL0dERP5lli9fztjYGGNjY8iZwyDT4qKLLmLv3r2c6siRI8ydO5fTnX/++ZzOGIMxBhERkbORQabFvHnzmLJt2zam7N+/n6IouOKKK5iyZ88exsfHmXLNNddw+PBh8jxnyuHDhxkeHuY3f/M3EdC+gP8AACAASURBVBERORsZZFoYY1i9ejUrVqxgyZIl3HzzzTzwwANccMEFTFmzZg07d+5kylve8haSJOEP//APWbx4Me9///u56aabmD9/PiIiImcjg0yb+fPns3PnTtatW8fu3btZsGABJw0MDHDjjTdy0i//8i+T5zkDAwM8/vjj3H777YiIiJytDDLtZs6ciTGG1+Pcc8/lnHPOQURE5GxmEBEREakZg4iIiEjNGERERERqxiAiIiJSMwYRERGRmjGIiEjtbd68mXa7Tbvdpt1u0263abfb7Nq1i5fz2GOPcdKhQ4cYHh5meHiY4eFhhoeHGR4eZt++fYicqQwiIlJ7ixYtYuXKlbRaLVqtFq1Wi1arxZYtWzjd0XyA2267jZOGh4dZuHAhCxcuZOHChSxcuJBrrrmGNWvWIHKmMoiIyJtCf38/nU6HTqdDp9Oh0+nQ39/PSc8//zyfumMZx3Z8mVN96EMf4tixYxw7doxjx46xadMmLr74Yu677z5EzlQGERE5K9xzzz24F1zA+TfcxSv50Y9+xNKlS/nsZz/L+eefj8iZyiAiIm8K27dvZ3BwkMHBQQYHBxkcHOSZZ57hpCRJuOu/3Y95y7m8kgceeIDLL7+cBQsWIHImM4iIyJvC8PAwg4ODDA4OMjg4yODgIAcOHOAkYwyv5vjx4/zpn/4pURQhcqYziIjIm8Ldd9/N0NAQQ0NDDA0NMTQ0xNVXX83r9Zd/+Ze8/e1vZ968eYic6QwiIiL/n0cffZQbbrgBkTowiIjIm8KJEyfodrt0u1263S7dbpdut8vr9c1vfpP58+cjUgcGERF5U7j++utpNBo0Gg0ajQaNRoPzzjuP12NycpJ//ud/5pd+6ZcQqQODiIjU3vHjx+n1evR6PXq9Hr1ej16vx/HjxznduX1X8Oyzz3IqYwy9Xo+LL74YkTowiIiIiNSMQURERKRmDCIiIiI1YxARERGpGYOIiIhIzRhEREREasYgIiIiUjMGmVYHDx5k69atjI2N8WoOHz7M6Ogoo6OjjI6OMjo6yl/8xV/Qbrdpt9u0223a7Tbtdptdu3Zx0t/+7d/SbrfZt28fIiLy+mzevJl2u0273abdbtNut2m32zD+FKd77LHHkH99Bpk2aZqyePFisiwjDEPWrl3LK/na177GkiVLWLZsGcuWLWPZsmXceuutrFy5klarRavVotVq0Wq12LJlC1PuvvtubrzxRh555BE+8IEPsHLlSkRE5LUtWrSIlStX0mq1aLVatFotWq0WHBjlVPfddx+33XYb8q/PINNiYmKC/v5+Nm7cyKpVq9i0aRMDAwMcOHCAl/Od73yHu+++myeeeIInnniCJ554AmMM/f39dDodOp0OnU6HTqdDf38/VCV/8id/wq5duxgYGGDHjh3cc889HDp0CBEReW39/f10Oh06nQ6dTodOpwNX3MqU559/nqVLl7Jq1SpkehhkWmzfvp3Zs2czZ84cpriuy1VXXcWOHTt4OU899RTveMc7OHz4MC+99BKv6XyPJ554gvPPP58p/+bf/BsmJibodruIiMj/P/fccw8XXnghDz30EDI9DDItjh49ymWXXcapZs2axb59+zjdxMQE3//+97nvvvu47rrruPzyy/n0pz/NlO3btzM4OMjg4CCDg4MMDg7yzDPPwE/8BDfccAOXXnopN998M+973/u49957+amf+ilEROS1bd++ncHBQZYuXcoll1zCJZdcAseeY0qSJPzxH/8xP/mTP4lMD4NMi4mJCYwxnMoYw+TkJKd77rnn+LVf+zX+/M//nKIoyPOc4eFhJicnGR4eZnBwkMHBQQYHBxkcHOTAgQNMGRsbY9u2bVxxxRVccsklbNmyheeffx4REXltw8PDDA4O8oMf/ID3vOc9vOc974Fj/8QUYwwyvQwyLRqNBhMTE5xqcnKSGTNmcLpLLrmEBx98kEsuuYQpb33rW7n22muZnJzk7rvvZmhoiKGhIYaGhhgaGuLqq6/mpIsvvpg777yTRx99lJkzZ7JmzRpEROS13X333QwNDTE0NMTQ0BBDQ0Pw05cjZwaDTIuLLrqIvXv3cqojR44wd+5cTvfMM8+wadMmTtXtdnlVh79PkiSc6qd/+qf5h3/4B0REROrOINNi3rx5TNm2bRtT9u/fT1EUXHHFFUzZs2cP4+PjTDl+/Dj9/f08/fTTTHnuuef4xje+gTGGEydO0O126Xa7dLtdut0u3W4XJif45Cc/yd/93d8x5bnnnmPLli3ccMMNiIjIaztx4gTdbpdut0u326Xb7cLECeTMYJBpYYxh9erVrFixgiVLlnDzzTfzwAMPcMEFFzBlzZo17Ny5kyl9fX3cfffdLFq0iCVLlvCBD3yAj33sYxhjuP7662k0GjQaDRqNBo1Gg/POOw8u8HnwwQf55V/+ZRYsWMA73vEO7rzzTj74wQ8iIiKv7frrr6fRaNBoNGg0GjQaDUiuQ84MBpk28+fPZ+fOnaxbt47du3ezYMECThoYGODGG2/kpFtuuYXR0VHWrVvH6OgoS5cu5fjx4/R6PXq9Hr1ej16vR6/X4/jx40z5z//5P3Ps2DE2btzI0aNHueuuuxARkdd2/Phxer0evV6PXq9Hr9ej1+vB7z7GqX7jN36DZ599FvnXZ5BpN3PmTIwxvBZjDDNnzsQYw+tljOGtb30rM2bMQERE5M3CICIiIlIzBhEREZGaMYiIiIjUjEFERESkZgwiIiIiNWMQERERqRmDiIiISM0YRERERGrGICIiIlIzBhEREZGaMYiIiIjUjEFERESkZgwiIiIiNWMQERERqRmDiIiISM0YRERERGrGICIiIlIzBhEREZGaMYiIiIjUjEFERESkZgwiIiIiNWMQERERqRmDTKuDBw+ydetWxsbGeL327NnDoUOHeDPavHkz7XabdrtNu92m3W7Tbrf5zrdGOOnQoUNs3ryZPM8REZGzk0GmTZqmLF68mCzLCMOQtWvX8lqefvppPvrRj7Jnzx7ejBYtWsTKlStptVq0Wi1arRatVovR4Zwpjz76KD//8z/P4OAgf/AHf8DVV1/N5OQkIiJydjHItJiYmKC/v5+NGzeyatUqNm3axMDAAAcOHOCVvPTSS/yX//JfuOCCC3gz6+/vp9Pp0Ol06HQ6dDodltz5+/QmJ1i6dClf/epX+dKXvsTjjz/O888/z8MPP4yIiJxdDDIttm/fzuzZs5kzZw5TXNflqquuYseOHbySOI553/vex6WXXsrZ6Pm9O/A8j6uvvpqT9u7dy4c//GFEROTsYpBpcfToUS677DJONWvWLPbt28fL2b17N48//jh33nknr1dfXx99fX1Ya6mT7du3Mzg4yODgIIODgwwODvLcswd56YUf8Pa3v53f+Z3fYebMmZx33nmsXr0aEZH/nay19PX10dfXh5w5DDItJiYmMMZwKmMMk5OTnO7YsWPce++9xHHM/4qxsTHGxsZYvnw5dTI8PMzg4CCDg4MMDg4yODjIP/3D93nhH7/Hww8/zNy5c3nhhRfYsWMH999/P1u2bEFE5H+X5cuXMzY2xtjYGHLmMMi0aDQaTExMcKrJyUlmzJjB6f74j/+Yd73rXTzzzDNs27aNw4cP853vfIexsTHejO6++26GhoYYGhpiaGiIoaEhLp//Xs696GeYM2cOy5YtY8ov/uIvcsMNNzA4OIiIiJxdDDItLrroIvbu3cupjhw5wty5czndhRdeyI9//GO+/OUv8+Uvf5lnn32Wbdu2URQFZ5O3zPp3nM4YgzEGERE5uxhkWsybN48p27ZtY8r+/fspioIrrriCKXv27GF8fJwpv/u7v8v69etZv34969ev5xd+4Re4/fbbWbp0KW9GJ06coNvt0u126Xa7dLtdTnRf4vyfv4pDhw7R6XSYcujQIR577DFuueUWRETk7GKQaWGMYfXq1axYsYIlS5Zw880388ADD3DBBRcwZc2aNezcuZOz0fXXX0+j0aDRaNBoNGg0GvzG//k2zIwZDA0N8fGPf5z3vve9/Pt//+9ZtmwZ11xzDSIicnYxyLSZP38+O3fuZN26dezevZsFCxZw0sDAADfeeCMvZ/369fzar/0ab0bHjx+n1+vR6/Xo9Xr0ej16vR5bnvonplx55ZU888wzfP3rX6eqKu655x5EROTsY5BpN3PmTIwxyOs3c+ZMZsyYgYiInJ0MIiIiIjVjEBEREakZg4iIiEjNGERERERqxiAiIiJSMwYRERGRmjGIiIiI1IxBREREpGYMIiIiIjVjEBEREakZg4iIiEjNGERERERqxiAiIiJSMwYRERGRmjGIiIiI1IxBREREpGYMIiIiIjVjEBEREakZg4iIiEjNGERERERqxiAiIiJSMwYRERGRmjHItDp48CBbt25lbGyM1zI2NsbWrVs5cOAAIm+0zZs30263abfbtNtt2u027XabXbt28XIee+wxTrdv3z7a7TZPPvkkUm+bN2+m3W7Tbrdpt9u0223a7Ta7du3i5Tz22GOc7qmnnqLdbvP0008j8kYzyLRJ05TFixeTZRlhGLJ27VpeyZ/+6Z+yfPlyvvGNb/Cxj32M9evXI/JGWrRoEStXrqTVatFqtWi1WrRaLbZs2cLp7rvvPm677TZOFccxV199NQ8//DCLFy/mP/2n/4TU16JFi1i5ciWtVotWq0Wr1aLVarFlyxZOd99993Hbbbdxqt///d/nmmuu4eGHH+a6664jiiJE3kgGmRYTExP09/ezceNGVq1axaZNmxgYGODAgQOcbv/+/Xzuc5/jq1/9KitXruQrX/kKa9eu5fDhw4i8kfr7++l0OnQ6HTqdDp1Oh/7+fk56/vnnWbp0KatWreJUk5OT/MEf/AFf//rX+cIXvsCuXbvYuHEjTz75JFJf/f39dDodOp0OnU6HTqdDf38/Jz3//PMsXbqUVatWcaqRkREefPBBRkdH+cIXvsCTTz7Jhg0bGBkZQeSNYpBpsX37dmbPns2cOXOY4rouV111FTt27OB073jHO/ja177G7NmzmfKWt7yFiYkJXnrpJUT+Nd1zzz1ceOGFPPTQQ5xucnKSmTNnMuUnf/InMcbw4osvIm9e99xzDxdeeCEPPfQQp3rqqadYsGABb3vb25jiOA7/4T/8Bx5++GFE3igGmRZHjx7lsssu41SzZs1i3759nM4Yw5w5c5iYmGBwcJAlS5bw8Y9/nLe+9a2IvB7/43tH2DAyzoaRcTaMjLNhZJwNI+NsGBlnw8g4G0bGmZjs8WeDj3L7/eu5/f713H7/em6/fz1/snmEDSPjbBgZZ96ST/OuD3+CXc++yAsvTbBhZJwNI+N8/m+e47d/fyVX//pCPnjbJ3jX3F/hyus/wnfNz7BhZJwNI+NsGBlnw8g4G0bG2TAyzoaRcTaMjLNhZBz513Xg8HE2jIyzYWScDSPjbBgZZ8PIOBtGxtkwMs6GkXEmJnv82eCj3H7/em6/fz2337+e2+9fz59sHmHDyDgbRsaZt+TTvOvDn2DXsy/ywksTbBgZZ8PIOI8/e5wnntrPhpFxNoyMs2FknG8f+Cd2/L/swQ90FfWd+P23Y9pBRPaGjH+u1V8dr4rxT6ul96fWPzdZrEOF2aiP5UR7Hs3dtLTU+dLu/NZugdKvLl05FGqxcELXXp9IrT65W7gOMFKIdG0SYlaMKaXINSg0VFPaxUAE2991SJjn5PwO5+RwQPrsohD5vF6/3cGTL+/iyZd38eTLu3jy5V08+fIunnx5F0++vIsnX97Fr7bvRYi/hoE4IQYHBzEMg+EMw+DgwYMczZ49e3jvvfc455xzaG9vp7+/n/czfvx4xo8fz+LFixGnrp49JbJNRVq299OyvZ+W7f20bO+nZXs/Ldv7adneT8v2fuIYOv/jRZ4LlvNcsJznguU8Fyxn/StFWrb307K9n9bfvUPL9n5+u+vPRAMxLdv7adneT8v2flrb2njvNJPdnMV7HxvDq1uLrH/1D7Rs76dlez8t2/tp2d5Py/Z+Wrb307K9n5bt/Tzc/DseXvc7xIfnonGjaNneT8v2flq299OyvZ+W7f20bO+nZXs/Ldv7iWPo/I8XeS5YznPBcp4LlvNcsJz1rxRp2d5Py/Z+Wn/3Di3b+/ntrj8TDcS0bO+nZXs/e8/5FP/5x1384J+/Qz58nqVLfsS2LZvYta9Ey/Z+Wrb307K9n5bt/bRs76dlez8t2/tp2d5PtqnIky/v4mSyePFixo8fz/jx4xEnDwNxQpimyeDgIMMdPHiQsrIyjubss8/mvvvu4yc/+QmjRo1i2bJlvJ/u7m66u7tRSiFEY20ljbWVNNZW0lhbSWNtJY21lTTWVtJYW0nZ6afR+MPvsXPj8+zc+Dw7Nz7Pzo3P84uH76OxtpLG2koaaytprK3kHzIXkjijjMbaShprK7lz9Ovwh1f5w9ZOOp74Z97s+hVXnncml+4MaaytpLG2ksbaShprK2msraSxtpLG2koaayup+2wS8eFrrK2ksbaSxtpKGmsraaytpLG2ksbaShprKyk7/TQaf/g9dm58np0bn2fnxufZufF5fvHwfTTWVtJYW0ljbSWNtZX8Q+ZCEmeU0VhbSWNtJf/vl2+g6z82cOnH9vKXXz3B7ReP4uv19/O3l59LY20ljbWVNNZW0lhbSWNtJY21lTTWVtJYW0lVqpyTjVKK7u5uuru7EScPA3FCnHPOOWzZsoXh9u7dy4QJEzjcjh07+NnPfsZw5513Hn/84x8R4mTQ19fH1VdfTVlZGYdceuml7NixA3Hq2bdvH/v376dQKNDS0oLWmm3btvG5z30OIY4XA3FCpNNphrS0tDDk9ddf58UXX+SGG25gyG9+8xt27drFkMHBQebNm8eOHTsY8vbbb7NhwwY+//nPI8TxNDAwQBRFRFFEFEVEUUQURRzLtddeS3NzM6+99hpD9u7dS2trK1VVVYiRa2BggCiKiKKIKIqIoogoijiWd955h5tvvpne3l6GdHR0sGHDBu644w6EOF4MxAlhGAYLFy5k1qxZ3H///dxzzz3Mnz8fy7IYsmjRItrb2xly6aWX8p3vfIe77rqL+vp6br31Vu677z7+9m//FiGOp5qaGkzTxDRNTNPENE3Gjh3LsVxzzTUsWrSI66+/nokTJ2LbNrfddhvZbBYxctXU1GCaJqZpYpompmkyduxYjuXCCy9k4cKFVFZWUl1dTW1tLStWrKC8vBwhjhcDccJcd911tLe3s3TpUjZu3MikSZM4pLGxkbvvvptD7rnnHrq6upg/fz6vvPIKX/3qVxHieCqVSsRxTBzHxHFMHMfEcUypVOJwt99+O729vQw3bdo09uzZw8qVK3n77bd59NFHESNXqVQijmPiOCaOY+I4Jo5jSqUSh7v99tvp7e1luBkzZrBnzx5Wr17Nzp07qa6uRojjyUCccKNHj8YwDI7FMAwsy+L0009HiJORYRiMGTOGsrIyhCgrK2PMmDEI8UEwEEIIIYQYYQyEEEIIIUYYAyGEEEKIEcZACCGEEGKEMRBCCCGEGGEMhBBCCCFGGAMhhBBCiBHGQAghhBBihDEQQgghhBhhDIQQQgghRhgDIYQQQogRxkAIIYQQYoQxEEIIIYQYYQyEEEIIIUYYAyGEEEKIEcZACCGEEGKEMRBCCCGEGGEMhBBCCCFGGAMhhBBCiBHGQAghhBBihDEQQgghhBhhDIQQQgghRhgDcUK9+eabrF+/nu7ubo7ljTfeYP369XR1dSHEqlWrCIKAIAgIgoAgCAiCgI6ODo5k7dq1HG7r1q0EQUB7ezvH26pVqwiCgCAICIKAIAgIgoCOjg6OZO3atRzNSy+9xK5duxBHt2rVKoIgIAgCgiAgCAKCIKCjo4MjWbt2LYfbvXs3q1at4oUXXuCDtmrVKoIgIAgCgiAgCAKCIOA/X9/E/v4+2traaGtro62tjba2Ntra2ti2bRtCHGIgTpjVq1dTW1vLunXrmD59Oo899hhH873vfY9p06axbt06Hn74Ye69917ee+89xKlr6tSpzJs3j1wuRy6XI5fLkcvlaG5u5nD9LzRSX1/PcDNmzGDy5MmsWLGCBx54gJtvvplSqcTxMnXqVObNm0culyOXy5HL5cjlcjQ3N3O4lmcWU19fz5Fs3bqVTCbDSy+9hDi6qVOnMm/ePHK5HLlcjlwuRy6Xo7m5mcP1v9BIfX09w61Zs4arrrqKfD7Pt7/9bTKZDAcPHuSDMnXqVObNm0culyOXy5HL5cjlcvxhczvbfv0SkydPZvLkyUyePJnJkydTXV3NokWLEOIQA3FCDA4OorVm2bJlLFiwgOXLl9PY2EhPTw+HKxaL5PN5CoUCCxYsYOXKlezfv5/Vq1cjTm1aa8IwJAxDwjAkDEO01hzS19fHg9409m14huE2bdrE448/TmdnJ0899RSbNm3inXfe4emnn+Z40loThiFhGBKGIWEYorXmkL6+PoIfPEj7zx/nSKIo4t577+Xcc89FHJvWmjAMCcOQMAwJwxCtNYf09fXxoDeNfRueYbiBgQGy2Sz/9m//xtNPP81LL71EX18fK1as4IOktSYMQ8IwJAxDwjDkmv/rASZU386+ffvYt28f+/btY/ny5SSTSebOnYsQhxiIE6K1tZVEIsEll1zCkHHjxnHLLbewYcMGDpdIJPjXf/1XEokEh9i2zR/+8AeEeD9z5sxhnGVRcedMhquoqCAMQyoqKjjksssu4/e//z0fpjlz5jD6byqo8edzJLNmzaKmpoarr74a8d83Z84cxlkWFXfOZLg1a9Zw0UUXkclkOGTLli188Ytf5ER79913yWaz/OQnP6GiogIhDjEQJ0R/fz+XX345w40ZM4Zt27ZxuGQyyec+9zkO2blzJy+88AKf//znEae21tZW8vk8+XyefD5PPp9n586dHLJkyRJmPvQIxsfOYLgLL7yQW2+9lUPeeOMNwjDkzjvv5HhqbW0ln8+Tz+fJ5/Pk83l27tzJIUuWLOG2L3+bj406g8O1tLTwq1/9iocffhjx12ltbSWfz5PP58nn8+TzeXbu3MkhS5YsYeZDj2B87AyG6+vr4+KLL+arX/0qo0ePZuzYsSxcuJAPWmtrK/l8nnw+Tz6fJ5/P8+7uPzDc/Pnz+fSnP82kSZMQYjgDcUIMDg5iGAbDGYbBwYMHeT9/+tOfqKur4+tf/zqVlZW8n/HjxzN+/HgWL16M+Ghqa2sjn8+Tz+fJ5/Pk83l6eno4xDAMjqW3t5eJEycyZ84crrnmGo6ntrY28vk8+XyefD5PPp+np6eHQwzD4Ej27t3LV7/6VZ555hnEX6+trY18Pk8+nyefz5PP5+np6eEQwzA4kldffZUVK1YwYcIE/vKXv7BhwwYeeeQRmpub+SC1tbWRz+fJ5/Pk83ny+Tzvvt3LIaVSiR/+8Ic8/PDDnEiLFy9m/PjxjB8/HnHyMBAnhGmaDA4OMtzBgwcpKyvjaH77299y5513ct999zF9+nSOpbu7m+7ubpRSiI+m2bNnUygUKBQKFAoFCoUCmUyGv9bLL7/MZz7zGb7xjW8we/ZsjrfZs2dTKBQoFAoUCgUKhQKZTIZj+da3vsW1117LG2+8wZo1a9i9ezevvPIKmzdvRhzd7NmzKRQKFAoFCoUChUKBTCbDsVxyySVccsklTJs2jSGf+tSnuPPOO8nn83yQZs+eTaFQoFAoUCgUKBQKnFeZ5pCf//znXHzxxaTTaU4kpRTd3d10d3cjTh4G4oQ455xz2LJlC8Pt3buXCRMmcCQvvvgif//3f89DDz1ENptFiP+u9evX4zgOS5cuxfd9TibnnXce+/fvp6GhgYaGBnp6evjFL37B+vXrEcffOeecw+EMw8AwDE6kNWvWcOeddyLEkRiIEyKdTjOkpaWFIa+//jovvvgiN9xwA0N+85vfsGvXLoa8+eabeJ7H97//faqrqzlw4AAHDhxgcHAQcWobGBggiiKiKCKKIqIoIooijmXHjh3cdddd/PSnP2XKlClEUUQURQwMDHA8DQwMEEURURQRRRFRFBFFEccyd+5cwjAkDEPCMCSdTvOd73wH3/cRRzcwMEAURURRRBRFRFFEFEUcy5QpU9i9ezdhGDJk9+7drF27lnvvvZcP0sDAAFEUEUURURQRRRGDAwc45N///d+57rrrEOJIDMQJYRgGCxcuZNasWdx///3cc889zJ8/H8uyGLJo0SLa29sZ8swzz/DnP/+Zr33ta1x11VVcddVVXHXVVfzLv/wL4tRWU1ODaZqYpolpmpimydixYzmWhoYG9u/fj+u6mKaJaZqYpsk3v/lNjqeamhpM08Q0TUzTxDRNxo4di/hg1NTUYJompmlimiamaTJ27FiO5eMf/ziFQoEHHniAG2+8kUsvvZRp06ZRXV3NB6mmpgbTNDFNE9M0MU2TZ7Jphhw8eJD//M//5Nprr0WIIzEQJ8x1111He3s7S5cuZePGjUyaNIlDGhsbufvuuxnyT//0T3R3d9Pd3U13dzfd3d10d3fz3e9+F3HqKpVKxHFMHMfEcUwcx8RxTKlU4nBnjL+B3t5eDlm4cCFxHBPHMXEcE8cxcRyzZMkSjpdSqUQcx8RxTBzHxHFMHMeUSiUOd1m6mt7eXo4mDEPuuOMOxNGVSiXiOCaOY+I4Jo5j4jimVCpxuDPG30Bvby/D3XzzzezcuZPnn3+et99+mzlz5vBBKpVKxHFMHMfEcUwcx8RxzP/91CaGGIZBHMckk0mEOBIDccKNHj0awzAQQogTbfTo0ZSVlSHEyc5ACCGEEGKEMRBCCCGEGGEMhBBCCCFGGAMhhBBCiBHGQAghhBBihDEQQgghhBhhDIQQQgghRhgDIYQQQogRxkAIIYQQYoQxEEIIIYQYYQyEEEIIIUYYAyGEEEKIEcZACCGEEGKEMRBCCCGEGGEMnSCvMQAAIABJREFUhBBCCCFGGAMhhBBCiBHGQAghhBBihDEQQgghhBhhDIQQQgghRhgDIYQQQogRxkAIIYQQYoQxEEIIIYQYYQyEEEIIIUYYA3FCvfnmm6xfv57u7m7+Wm1tbQhxvK1atYogCAiCgCAICIKAIAjo6OhguK1btxIEAe3t7Rxux44dBEHA5s2bESPbqlWrCIKAIAgIgoAgCAiCgI6ODobbunUrQRDQ3t7O0axduxYhjjcDccKsXr2a2tpa1q1bx/Tp03nsscc4loaGBmbNmoUQx9vUqVOZN28euVyOXC5HLpcjl8vR3NzMITNmzGDy5MmsWLGCBx54gJtvvplSqcSQp59+mhtvvJEVK1ZQU1PDnDlzECPX1KlTmTdvHrlcjlwuRy6XI5fL0dzczCEzZsxg8uTJrFixggceeICbb76ZUqnEcHPnzqW+vh4hjjcDcUIMDg6itWbZsmUsWLCA5cuX09jYSE9PD0fS39/PzJkzyeVyCPFB0VoThiFhGBKGIWEYorVmyKZNm3j88cfp7OzkqaeeYtOmTbzzzjs8/fTTDAwMMH36dH75y1/y1FNPsXHjRn74wx+ybds2xMiltSYMQ8IwJAxDwjBEa82QTZs28fjjj9PZ2clTTz3Fpk2beOedd3j66acZ0tfXRzabZcGCBQjxQTAQJ0RrayuJRIJLLrmEIePGjeOWW25hw4YNHMmiRYsYN24cjzzyCEKcCBUVFYRhSEVFBYdcdtll/P73v2ft2rVUVFRwxRVXMOTss89m0qRJNDc3Iz6aKioqCMOQiooKDrnsssv4/e9/z5A5c+Zw9tln88QTTyDEB8FAnBD9/f1cfvnlDDdmzBi2bdvGkXz3u9/lwQcf5IwzzuCvNX78eMaPH8/ixYsRp7aePSWqG7qobuiiuqGL6oYuqhu6qG7oorqhi+qGLg4MHmT6op9zZf18rqyfz5X187myfj43fO85qhu6uG/1bv5l2ziqG7qobuji+odX8uzKVaw5cDkP/ryLd8deRHVDF9UNXVQ3dNH+hwEeyb9AdUMX1Q1dVDd0Ud3QRXVDF9UNXVQ3dFHd0MWTnbsQH66ePSWqG7qobuiiuqGL6oYuqhu6qG7oorqhi+qGLg4MHmT6op9zZf18rqyfz5X187myfj43fO85qhu6uG/1bv5l2ziqG7qobuji+odX8uzKVaw5cDnVDV1svbKely+qZe6v/sjbfz5AdUMX1Q1dVDd0Ud3QRXVDF9UNXVQ3dFHd0EV1QxfVDV307PnfXDRuFCeTxYsXM378eMaPH484eRiIE2JwcBDDMBjOMAwOHjzIkRiGwf9f3d3ddHd3o5RCnNouGjcK7dhox0Y7Ntqx0Y6Ndmy0Y6Mdm9ON0zirbysVb22g4q0NVLy1gYq3NlB7cYx2bLRjox0b7dg88OlR/O5xj+yMb7GgfhLu5eVUnjcG7dhox0Y7NhMuHMtnzj8T7dhox0Y7Ntqx0Y6Ndmy0Y6Mdm6pUOeLDddG4UWjHRjs22rHRjo12bLRjox0b7dicbpzGWX1bqXhrAxVvbaDirQ1UvLWB2otjtGOjHRvt2GjH5oFPj+J3j3tkZ3yLBfWT0I7NQ5MuRjs2X/rMuZxlno52bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6Mdm6pUOScTpRTd3d10d3cjTh4G4oQwTZPBwUGGO3jwIGVlZQjxQahKlVOVKqcqVU5VqpyqVDlVqXKqUuVUpcoxTjuN78/VtK5bTeu61bSuW03rutV8494pVKXKqUqVU5Uq58w9b/DAXdX80//6B3I/+B5VqXI+/T/GkTBPoypVTlWqnKpUOeeO+Rj/o2IMValyqlLlVKXKqUqVU5UqpypVTlWqnKpUOReVj0J8+KpS5VSlyqlKlVOVKqcqVU5VqpyqVDlVqXKM007j+3M1retW07puNa3rVtO6bjXfuHcKValyqlLlVKXKOXPPGzxwVzX/9L/+gdwPvkdVqpyqVDlVqXKqUuVcnRyDWWZQlSqnKlVOVaqcqlQ5ValyqlLlVKXKqUqVU5UqpypVTlWqHCH+GgbihDjnnHPYsmULw+3du5cJEyYgxMlq/fr1OI7D0qVL8X2fQ84//3xeeeUVhtu9ezc33ngj4qNr/fr1OI7D0qVL8X0fIT5MBuKESKfTDGlpaWHI66+/zosvvsgNN9zAkN/85jfs2rULIT5MAwMDRFFEFEVEUUQURURRxJAdO3Zw11138dOf/pQpU6YQRRFRFDEwMEAmk2HImjVrGLJlyxbWrVvHgQMHCIKAIAgIgoAgCOjo6OBI1q5dy+E2b95MEARs27YN8f5WrVpFEAQEQUAQBARBQBAEdHR0cCRr165luN27d9PW1kZbWxttbW0cPHiQ/v5+oigiiiKiKCKKIqIoYsiOHTu46667+OlPf8qUKVOIoogoihgYGECID4OBOCEMw2DhwoXMmjWL+++/n3vuuYf58+djWRZDFi1aRHt7O0J8mGpqajBNE9M0MU0T0zQZO3YsQxoaGti/fz+u62KaJqZpYpom3/zmNzEMg5/97GfU19czceJEbrrpJuI4ZunSpeRyOXK5HLlcjlwuR3NzM4dreWYx9fX1DDd79mzuvvtuVq5cyRe+8AXmzZuHOLqpU6cyb948crkcuVyOXC5HLpejubmZw/W/0Eh9fT3DLVu2jIkTJzJ58mQmT57MgQMH+NKXvoRpmpimiWmamKbJ2LFjGdLQ0MD+/ftxXRfTNDFNE9M0+eY3v4kQHwYDccJcd911tLe3s3TpUjZu3MikSZM4pLGxkbvvvpvDZTIZ2traEOJ4K5VKxHFMHMfEcUwcx8RxTKlUYsjChQuJ45g4jonjmDiOieOYJUuWMKS6uppdu3axcuVK9uzZg2EYaK0Jw5AwDAnDkDAM0VpzSF9fH8EPHqT9548z3JYtW/jBD35AR0cHjY2NbNiwgTlz5rB7927E0WmtCcOQMAwJw5AwDNFac0hfXx8PetPYt+EZDvfKK6+waNEi9u3bx759+4jjmDiOieOYOI6J45g4jimVSgxZuHAhcRwTxzFxHBPHMXEcs2TJEoa7/fbb6e3tRYjjzUCccKNHj8YwDIT4KBgzZgyGYfDXmDNnDqP/poIafz7DXXHFFXR1dVFRUcGQj3/84wwODhJFEeK/bs6cOYyzLCrunMnhfv3rX1NZWcnu3buJogghTnYGQgjxAWltbSWfz5PP58nn8+TzeXbu3MkhS5Ys4bYvf5uPjTqD4QzD4IorrmBgYIDHH3+ciRMn8t3vfpdPfOITiKNrbW0ln8+Tz+fJ5/Pk83l27tzJIUuWLGHmQ49gfOwMhhsYGOCNN95AKcVVV13F6NGj+cpXvoIQJzMDIYT4gLS1tZHP58nn8+TzefL5PD09PRxiGAbvZ/fu3ZRKJc4//3yam5vp6+tDHF1bWxv5fJ58Pk8+nyefz9PT08MhhmFwJL29vdxxxx0899xz/OlPf2Lnzp2sXbuWH//4xwhxsjIQQogPyOzZsykUChQKBQqFAoVCgUwmw18rmUwyY8YM1qxZw+jRo1m0aBHi6GbPnk2hUKBQKFAoFCgUCmQyGY7lk5/8JMuXL+eTn/wkQz7xiU9w55130tbWhhAnKwMhhDjJvPbaayxZsoThLrjgAt566y3E8ffGG2/wxBNPMNx7771HWVkZQpysDIQQ4gMyMDBAFEVEUUQURURRRBRFHMvAwAC+7/Paa68x5E9/+hPNzc3ceeediKMbGBggiiKiKCKKIqIoIooijuUvf/kL06dPZ+vWrQzp7e1l1apVfOlLX0KIk5WBEGJEWrVqFUEQEAQBQRAQBAFBENDR0cGRrF27lqNZu3YtH4SamhpM08Q0TUzTxDRNxo4dy7FcddVV/OhHP+Kzn/0skyZNIpVKMWPGDP7u7/6OD9uqVasIgoAgCAiCgCAICIKAjo4ODvfSSy+xa9cuTpSamhpM08Q0TUzTxDRNxo4dy7F86lOfYtGiRVx//fVMnDiRyspKHnzwQW677TaEOFkZCCFGpKlTpzJv3jxyuRy5XI5cLkcul6O5uZnD9b/QSH19PUcyd+5c6uvrOd5KpRJxHBPHMXEcE8cxcRxTKpU43GXpanp7exnua1/7Gvv27WPZsmX09/czc+ZMToSpU6cyb948crkcuVyOXC5HLpejubmZ4bZu3Uomk+Gll17iRCiVSsRxTBzHxHFMHMfEcUypVOJwZ4y/gd7eXob7+te/Tn9/PytXrqS/vx/f9xHiZGYghBixtNaEYUgYhoRhSBiGaK05pK+vjwe9aezb8AyH6+vrI5vNsmDBAk5WhmFw7rnnUlZWxomktSYMQ8IwJAxDwjBEa80hURRx7733cu655zKSGYbBmDFjMAwDIU52BkKIj6w5c+YwzrKouHMmh5szZw5nn302TzzxBOK/Z9asWdTU1HD11VcjhPhwGAghRqzW1lby+Tz5fJ58Pk8+n2fnzp0csmTJEmY+9AjGx87gcEuWLOH73/8+Z555JifSJ8eN4snOXWSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbimSbigwMxnz7X5+l6huPUvWNR6n6xqNUfeNRvrj4l2SbinxB/5QnC2v5fWUtv/nDuyxue4tsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5FsU5GHm3+HEB8FBkKIEautrY18Pk8+nyefz5PP5+np6eEQwzA4GsMwOBnUpZPo22wyqQSZVIJMKkEmlSCTSpBJJcikEmRSCTKpBJlUgkwqQSaVIJNKkEklyKQSZFIJMqkEmVSCTCpBJpUgk0qQSSXIpBJkUgkyqQSZVIJMKkEmlSCTSpBJJcikEmRSCTKpBJlUgkwqQSaVIJNKkEklOO00+N89m3h383re3byedzev593N67nk4++QPvs0Ni37Zx5c8K9kUgkqzvwYVybPJJNKkEklyKQSZFIJMqkEmVSCTCpBJpUgk0qQSSXIpBJkUgkyqQSZVIJMKkEmlSCTSpBJJcikEmRSCTKpBJlUgkwqQSaVIJNKkEklyKQSZFIJMqkEmVSCTCpBJpUgk0qQSSXIpBJkUgkyqQSZVIJMKkEmleCF6Z9BiJHOQAgxYs2ePZtCoUChUKBQKFAoFMhkMow0dekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkdekkpxun8di8h+l8YQ2dL6yh84U1dL6whnlfvYtfN/2AqhvSXH3GO5yz+9eY0T7+5p0dfMbcTV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06SV06yUXjRiHESGcghBDiv+S8885j//79NDQ00NDQQE9PD7/4xS9Yv349QogPloEQYsQaGBggiiKiKCKKIqIoIooixPE1MDBAFEVEUUQURURRRBRFzJ07lzAMCcOQMAxJp9N85zvfwfd9hBAfLAMhxIhVU1ODaZqYpolpmpimydixYxHHV01NDaZpYpompmlimiZjx45FCHHiGAghRqRSqUQcx8RxTBzHxHFMHMeUSiUOd8b4G+jt7eVIbr/9dnp7exFHViqViOOYOI6J45g4jonjmFKpxOHCMOSOO+5ACPHBMxBCCCGEGGEMhBBCCCFGGAMhhBBCiBHGQAghhBBihDEQQgghhBhhDIQQQgghRhgDMWK8+eabrF+/nu7ubj5sq1atIggCgiAgCAKCICAIAjo6Ojhk27ZtBEHApk2b+KhatWoVQRAQBAFBEBAEAUEQ0NHRwSFbt24lCALeeOMNhFi1ahVBEBAEAUEQEAQBQRDQ0dHBkaxdu5bD7dixgyAI2Lx5M0KI/8NAjAirV6+mtraWdevWMX36dB577DE+TFOnTmXevHnkcjlyuRy5XI5cLkdzczNDHn30UTKZDCtWrKC2tpavfOUrnAwWL17M8TR16lTmzZtHLpcjl8uRy+XI5XI0Nzcz5Fvf+hbV1dWsWLGCKVOm8PDDD3My6H2rFwGLFy/mwzZ16lTmzZtHLpcjl8uRy+XI5XI0NzdzuLlz51JfX89wTz/9NDfeeCMrVqygpqaGOXPm8N+1ePFiBCxevBgxchmIk97g4CBaa5YtW8aCBQtYvnw5jY2N9PT08GHSWhOGIWEYEoYhYRiitebgwYN8+9vf5vnnn+epp56io6ODZcuWsWnTJk60JUuWcLxprQnDkDAMCcOQMAzRWvPyyy/zox/9iM7OTp566ik2bdrEk08+ycsvv4w4OSxZsoQTQWtNGIaEYUgYhoRhiNaaQ/r6+shmsyxYsIDhBgYGmD59Or/85S956qmn2LhxIz/84Q/Ztm0b/x1LlixBwJIlSxAjl4E46bW2tpJIJLjkkksYMm7cOG655RY2bNjAyeLgwYOMHj2aIWeeeSaGYfDee+9xKtm6dSuTJk3iwgsvZMioUaO46aabWLFiBUK8nzlz5nD22WfzxBNPMNzatWupqKjgiiuuYMjZZ5/NpEmTaG5uRohTnYE46fX393P55Zcz3JgxY9i2bRvvx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J93jswwN0zHuKsCVM4a8IUzpowhbMmTKF84pc5p+YfGXVFNZddcx2jL72eM8+9iNOSlUz+Xh7L9bFcH8v1sVwfy/WxXB/L9bFcH8v1sVwfy/WxXB/L9bFcH8v1sVwfy/WxXJ+amQ20/3Y7lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+fZdNxnJ9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J93jswwN0zHuKsCVM4a8IUzpowhbMmTKF84pfxfvRzwhdexHJ9LNfHcn3yze0seno1lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+luvz2ftncWB0BZbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W62O5PpbrY7k+lutjuT6W69N32WQs18dyfSzXx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J93jswwN0zHuKsCVM4a8IUzpowhbMmTKF84pexXB/L9fm334/i/ykOUL/wGf645x0s18dyfe6Zs4Q//O/TsVwfy/WxXJ9wYzf/uOBxLNfHcn0s18dyfSzXx3J9LNfHcn0s18dyfSzXx3J9LNfHcn0s16fvsslYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK6P5fpYro/l+liuj+X6WK5P32WTsVwfy/WxXB/L9bFcH8v1sVwfy/WxXB/L9bFcH8v1EScPA3HSGxwcxDAMhjMMg4MHD3I0L3z9WpSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeYrTTz8dyxzkglEHuGDUAS4YdYALRh3gji/civIUqbPHkPzEhVRPuh37sss5v/xMpn3571GeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkKv/5eZt/xWZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKU4//XQsc5ALRh3gglEHuGDUAS4YdYA7vnArX5/5z5gMMH7Un3Ez/5PPfuJMzAPvMv6yy1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp1CeQnkK5SmUp3joNhvlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnOP3007HMQS4YdYALRh3gglEHuGDUAe74wq0oT6E8hVIK5Slc1+XMM89EeQrlKf62upqLUymUp1CeQnmKK6+8kiuvuALlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSnUJ5CeQrlKZSneOHr1yJODgbipGeaJoODgwx38OBBysrKOJqqVDnasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6NdmzKjNP48YK5FNvXUWxfR7F9HcX2dTT+Yy3Xvvdb3u3ZzO9+u5HnFn+XbS/9OxdXnIG5aQXasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGNTZpzGjxfMpdi+jmL7Oort6yi2r6PxH2uZf/dneLljA+cO7mbH6qXckCzjq39/H//zYgvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjU2acxo8XzKXYvo5i+zqK7esotq+j8R9r0Y6Ndmy0Y6Mdmy995jzOMsvQjo12bKZOuIBLK0y0Y6MdG+3YXHP+mVxnj0M7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox0b7dhox0Y7Ntqx0Y6Ndmy0Y6MdG+3YaMdGOzbasdGOjXZstGOjHRvt2GjHRjs22rHRjo12bLRjox2bqlQ54uRgIE5655xzDlu2bGG4vXv3MmHCBE4GfX19XH311ZSVlXHIpZdeyo4dOziV7Nu3j/3791MoFGhpaUFrzbZt2/jc5z6HEP8V559/Pq+88grD7d69mxtvvBEhTnUG4qSXTqcZ0tLSwpDXX3+dF198kRtuuIEP08DAAFEUEUURURQRRRFRFHHttdfS3NzMa6+9xpC9e/fS2tpKVVUVH0UDAwNEUUQURURRRBRFRFHEO++8w80330xvby9DOjo62LBhA3fccQfi1DYwMEAURURRRBRFRFFEFEUcSyaTYciaNWsYsmXLFtavX8+tt96KEKc6A3HSMwyDhQsXMmvWLO6//37uuece5s+fj2VZfJhqamowTRPTNDFNE9M0GTt2LNdccw2LFi3i+uuvZ+LEidi2zW233UY2m+WjqKamBtM0MU0T0zQxTZOxY8dy4YVxpJGzAAAIfElEQVQXsnDhQiorK6murqa2tpYVK1ZQXl6OOLXV1NRgmiamaWKaJqZpMnbsWI7FMAx+9rOfUV9fz8SJE7nppptYtmwZ5557LkKc6gzEiHDdddfR3t7O0qVL2bhxI5MmTeLDVCqViOOYOI6J45g4jonjmFKpxJBp06axZ88eVq5cydtvv82jjz7KR1GpVCKOY+I4Jo5j4jgmjmNKpRJDZsyYwZ49e1i9ejU7d+6kuroacWorlUrEcUwcx8RxTBzHxHFMqVTicLfffju9vb0MV11dza5du1i5ciV79uzhi1/8IkIIMBAjyujRozEMg5ORYRiMGTOGsrIyTmVlZWWMGTMGIY6nMWPGYBgGQoj/w0AIIYQQYoQxEB9pbW1tnCrefPNN1q9fT3d3N+9nz549dHZ20tnZSWdnJ52dnezbt4+PojfffJP169fT3d3NqeLNN99k/fr1dHd383727NlDZ2cnnZ2ddHZ20tnZyb59+zgVtLW1cappa2vj/ezZs4fOzk46Ozvp7Oyks7OTffv2IU5eBuIjq6GhgVmzZnEqWL16NbW1taxbt47p06fz2GOPcTTPPvss999/P9OmTWPatGlMmzaNzZs381GzevVqamtrWbduHdOnT+exxx7jo2716tXU1taybt06pk+fzmOPPcbRPPvss9x///1MmzaNadOmMW3aNDZv3sxHXUNDA7NmzeJU0tDQwKxZs3g/zz77LPfffz/Tpk1j2rRpTJs2jc2bNyNOXgbiI6e/v5+ZM2eSy+U4FQwODqK1ZtmyZSxYsIDly5fT2NhIT08PR/Lqq68ye/Zsurq66Orqoquri5tuuomPksHBQbTWLFu2jAULFrB8+XIaGxvp6enho2pwcBCtNcuWLWPBggUsX76cxsZGenp6OJJXX32V2bNn09XVRVdXF11dXdx00018VPX39zNz5kxyuRyniv7+fmbOnEkul+NYXn31VWbPnk1XVxddXV10dXVx0003IU5eBuIjZ9GiRYwbN45HHnmEU0FrayuJRIJLLrmEIePGjeOWW25hw4YNHMnW/689+HdJL9DjOPzikyCJQ4gUOFaQW2BUJP1YEhJ0i0AXCfoXWixqKIKgQEIQWhpb+hcizHQQG4JoqBZbwqUaozhyOUMgcbnfO3aO7+d5eGBsbIy3tze+v7/xo+vra4aGhhgfH8cViURYXFzk5uYGv7q+vmZoaIjx8XFckUiExcVFbm5u+G8eHh4YGxvj7e2N7+9v/K5UKhGJRDg4OKBflEolIpEIBwcH/MvDwwNjY2O8vb3x/f2N/H2G+M7Ozg6bm5sMDg7SDz4+PojH4/QKh8M8Pj7ym+M4vLy8sLe3RyaTYXJyku3tbfzm4+ODeDxOr3A4zOPjI3718fFBPB6nVzgc5vHxkd8cx+Hl5YW9vT0ymQyTk5Nsb2/jZzs7O2xubjI4OEi/2NnZYXNzk8HBQf4Xx3F4eXlhb2+PTCbD5OQk29vbyN9miO+YGf3EcRzMjF5mRrfb5bdOp8Py8jKnp6c0Gg2urq6o1Wqcn5/jJ47jYGb0MjO63S5+5TgOZkYvM6Pb7fJbp9NheXmZ09NTGo0GV1dX1Go1zs/P8Sszo9+YGf+PTqfD8vIyp6enNBoNrq6uqNVqnJ+fI3+XIZ62v79PIpEgkUiwsLBAP9jf3yeRSJBIJFhYWCAYDOI4Dr263S6BQIDfYrEYJycnxGIxXCMjI6RSKW5vb/GTYDCI4zj06na7BAIB/CoYDOI4Dr263S6BQIDfYrEYJycnxGIxXCMjI6RSKW5vb5H+E4vFODk5IRaL4RoZGSGVSnF7e4v8XYZ4Wj6fp1wuUy6XOT4+ph/k83nK5TLlcpnj42OGh4e5v7+n1/v7O1NTU/zWbre5uLig19fXFwMDA/jJ8PAw9/f39Hp/f2dqagq/Gh4e5v7+nl7v7+9MTU3xW7vd5uLigl5fX18MDAwg/afdbnNxcUGvr68vBgYGkL/LEE8bHR0lmUySTCaZmZmhH4yOjpJMJkkmk8zMzDA9PY2rWq3ienp6otFoMDc3h+vu7o7X11dcn5+f7O7u8vz8jKvT6XB5eUk2m8VPpqencVWrVVxPT080Gg3m5ubwq+npaVzVahXX09MTjUaDubk5XHd3d7y+vuL6/Pxkd3eX5+dnXJ1Oh8vLS7LZLNIf7u7ueH19xfX5+cnu7i7Pz8+4Op0Ol5eXZLNZ5O8yRDzOzDg6OqJYLFIoFMjlchweHhKNRnGVSiXq9TquiYkJtra2WFtbo1AokE6n2djYYH5+Hj8xM46OjigWixQKBXK5HIeHh0SjUfzKzDg6OqJYLFIoFMjlchweHhKNRnGVSiXq9TquiYkJtra2WFtbo1AokE6n2djYYH5+HukPpVKJer2Oa2Jigq2tLdbW1igUCqTTaTY2Npifn0f+LkN8a2lpiVqtRj+YnZ2lXq9TqVRoNpusrKzw4+zsjNXVVX7k83larRaVSoVWq8X6+jp+NDs7S71ep1Kp0Gw2WVlZwe9mZ2ep1+tUKhWazSYrKyv8ODs7Y3V1lR/5fJ5Wq0WlUqHVarG+vk4/WFpaolar0U+Wlpao1Wr0Ojs7Y3V1lR/5fJ5Wq0WlUqHVarG+vo78bYaIj4RCIcyMfzEzQqEQZobfhUIhzIx+EgqFMDP+xcwIhUKYGSJmRigUwsyQv88QERER8RhDRERExGMMEREREY8xRERERDzGEBEREfEYQ0RERMRjDBERERGPMUREREQ8xhARERHxGENERETEYwwRERERjzFEREREPMYQERER8RhDRERExGMMEREREY8xRERERDzGEBEREfEYQ0RERMRjDBERERGPMUREREQ8xhARERHxGENERETEYwwRERERjzFEREREPMYQERER8RhDRERExGP+A19X8pU1wNaAAAAAAElFTkSuQmCC" style="width: 560px;"></div></div></div></div><div class="inlineWrapper"><div class = 'S8'><span style="white-space: pre"><span >applyBoundaryCondition(model,</span><span style="color: rgb(170, 4, 249);">'Edge'</span><span >,[1:3],</span><span style="color: rgb(170, 4, 249);">'u'</span><span >,0); </span><span style="color: rgb(2, 128, 9);">% Dirichlet</span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >applyBoundaryCondition(model,</span><span style="color: rgb(170, 4, 249);">'Edge'</span><span >,[8:10],</span><span style="color: rgb(170, 4, 249);">'q'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'g'</span><span >,0); </span><span style="color: rgb(2, 128, 9);">% von-Neumann</span></span></div></div></div><div class = 'S5'><span>Now we plot the geometry with the SubDomainLabels in order to be able to specify the material properties in the respective regions, which is essentially unchanged from the example with the full-scale magnet.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >figure;</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >pdegplot(model,</span><span style="color: rgb(170, 4, 249);">'SubDomainLabels'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >);</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >axis </span><span style="color: rgb(170, 4, 249);">square </span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="A698DC9F" data-scroll-top="null" data-scroll-left="null" data-testid="output_1" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" src="data:image/png;base64,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" style="width: 560px;"></div></div></div></div><div class="inlineWrapper"><div class = 'S8'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,1);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,-0.8378,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,2);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,0.8378,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,3);</span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1/5000,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,4);</span></span></div></div></div><div class = 'S5'><span>Having specified all boundaries and materials, we can mesh the geometry.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >generateMesh(model,</span><span style="color: rgb(170, 4, 249);">'Hmax'</span><span >,0.05); </span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; </span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >pdemesh(model);</span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="219B1564" data-scroll-top="null" data-scroll-left="null" data-testid="output_2" style="width: 1364px;"><div 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" style="width: 560px;"></div></div></div></div></div><div class = 'S5'><span>and solve for the potential </span><span style=' font-family: monospace;'> u =</span><span> </span><span texencoding="A_z" style="vertical-align:-6px"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAoCAYAAACfKfiZAAACUElEQVRYR+3XSaiNYRjA8d9lYVgZF2RDCsUGIaJMURTFFimJjOUuSIqwEhmLpMylbEUhGTIslJShFMmChVBkyNij996+vu65595zfd9NnWdzvul9nv/7jO9p0MnS0Mn21QHqHvhvPTANJzGoo1VUiwe64gFGojc+dASiFoBVOJiMTsLtMgH64BniN2Q5jpYJcABjMSEZ3Yf1ZQFEzC9jIp4no1cwsyyAMHYeh/EqVcBrDCwDYD62YTR+4iJmJ8ORD+9rhWhLFXTDYyzDtWRoFxrT9WTcKhJgE8ZgYcbIYpxI9ytwpCiAAXiIcXiRMRKhuJ/u92NdUQDRbiPhNucM9MAndMFVzCgCYDzuUPXQ8gbhqZqkUhLG87s4g3MVNJ9FDKWQvnhXC0ElgCXYguH4UUFxxH5NejcFN/8VQEy4p9iA060oXY1ozSErU4NqN0NLHohONx3D8KsVjbNwKb0/hABqt+QBYsjEeN2ZQtCawgjPk/RBJGvMiLzEN9HIsvItefjvsyxAL9zAKMzFhSrbiQSMEgyJPBmKl5k1PVNi5gHWZkLXDDAHkVRDkoJQFAAxar/nQKI8l6bOGNnfJLHmGLanB7GJ/qmKPmMw5mFvVl9bZkG745oWdMfXdN0vJeoO/C4LoMlOdM2YJ+GZvDerdrlad9+0Lg6w0U9242NLyooMQdjbiOOIdt2iFAkQO48+sgdfygZYhK0p8x9hKt6mXLiePcoX5YGo/Wg40U1jlI/AApxK980nqKIA8h6P/hKd8l76X9H8viyAitVUB6h74A+L1mMpIYbD6gAAAABJRU5ErkJggg==" width="16" height="20" /></span><span> with a call to </span><span style=' font-family: monospace;'>solvepde()</span><span> before plotting</span><span style=' font-family: monospace;'> u, </span><span>which is available as member</span><span style=' font-family: monospace;'> NodalSolution</span><span> in the structure</span><span style=' font-family: monospace;'> result</span><span>.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >result=solvepde(model);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; pdeplot(model,</span><span style="color: rgb(170, 4, 249);">'xydata'</span><span >,result.NodalSolution,</span><span style="color: rgb(170, 4, 249);">'contour'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >); </span><span style="color: rgb(2, 128, 9);">%axis equal</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >hold </span><span style="color: rgb(170, 4, 249);">on</span><span >; pdegplot(model); axis </span><span style="color: rgb(170, 4, 249);">square</span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="D1DFD4B3" data-scroll-top="null" data-scroll-left="null" data-testid="output_3" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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Ef91E/9lA9+8IPe/va3e9ZP//RP+/SnP+1v/+2/7e/+3b/r3nvv9Za3vMVb3/pW7373u+12O8ULt1MURVEUt7kMMsgggwwyyCCDDDLIIIMMMsgggwwyyPAN/dAP/ZCPfOQjfvEXf9Gv/Mqv2O/3nvXJT37SPffc46a3ve1tPvKRj3j44Yd99KMfVde14sXZKYqiKIqiuMXsFEVRFMVtLoMMMsgggwwyyCCDDDLIIIMMMsgggwwyFJfETlEURVHc5jLIIIMMMsgggwwyyCCDDDLIIIMMMsggQ3FJ7BR/4otf/KLHHnvM1atX/Xl+53d+x2OPPeYLX/iCoiiK4vLLIIMMMsgggwwyyCCDDDLIIIMMMsgggwzFJbFT+PCHP+zHf/zHPfroo9q29e53v9vzefDBBx0OB48++qh/9I/+kWmaFEVRFEXxrbXzEnfjxg0PPPCA97///R588EHLsnjkkUd8/vOf97U+85nP+Nf/+l/7N//m33jwwQf9+3//7/3bf/tvfeYzn1EURVFcXhlkkEEGGWSQQQYZZJBBBhlkkEEGGWSQobgkdl7ifu3Xfs0rX/lK3/3d3+2mu+++2/d93/f59V//dV/rd37nd/ydv/N3fNd3fZeb7rzzTq997Ws9+uijiqIoissrgwwyyCCDDDLIIIMMMsgggwwyyCCDDDIUl8TOS9z169e96lWv8lyveMUr/PZv/7avdeeddzo/P/dcf/iHf+gP/uAPFEVRFJdXBhlkkEEGGWSQQQYZZJBBBhlkkEEGGWQoLomdl7gbN27Y7Xaea7fbubi48LW+93u/1+///u978MEHPfnkk97//vf77Gc/6+LiQlEURVEU3zo7L3F33nmnGzdueK6Liwsve9nLfK1XvvKVPvCBD/jCF77g53/+5/3RH/2Rv/f3/p4777xTURRFcXllkEEGGWSQQQYZZJBBBhlkkEEGGWSQQYbikth5ibty5YrPfvaznuvLX/6y1772tb7WV77yFU8//bRpmnzgAx/w1re+1ec//3l/42/8DUVRFMXllUEGGWSQQQYZZJBBBhlkkEEGGWSQQQYZikti5yXuda97nZs++tGPuunatWs+9rGPecMb3uCmT3/6037v937PTX/0R3/kJ3/yJ/3+7/++mz71qU/5xCc+4U1vepOiKIqiKL51dl7idrudhx56yDve8Q733Xefn/iJn/BzP/dz9vu9m971rnd54okn3PRd3/Vd/vk//+d+8Ad/0NnZmX/6T/+paZp8x3d8h6IoiuLyyiCDDDLIIIMMMsgggwwyyCCDDDLIIIMMxSWxU6jr2hNPPOG9732vJ5980r333utZjzzyiB/5kR/xrMPh4L/8l//iF37hF3zkIx9R17WiKIricssggwwyyCCDDDLIIIMMMsgggwwyyCCDDMUlsVP8qbvuustut/PnueOOO9x1112KoiiKW0MGGWSQQQYZZJBBBhlkkEEGGWSQQQYZZCguiZ2iKIqiKIpbzE5RFEVR3OYyyCCDDDLIIIMMMsgggwwyyCCDDDLIIENxSewURVEUxW0ugwwyyCCDDDLIIIMMMsgggwwyyCCDDDIUl8ROURRFUdzmMsgggwwyyCCDDDLIIIMMMsgggwwyyCBDcUnsFEVRFEVR3GJ2iqIoiuI2l0EGGWSQQQYZZJBBBhlkkEEGGWSQQQYZiktipyiKoihucxlkkEEGGWSQQQYZZJBBBhlkkEEGGWSQobgkdoqiKIriNpdBBhlkkEEGGWSQQQYZZJBBBhlkkEEGGYpLYqcoiqIoiuIWs1MURVEUt7kMMsgggwwyyCCDDDLIIIMMMsgggwwyyFBcEjtFURRFcZvLIIMMMsgggwwyyCCDDDLIIIMMMsgggwzFJbFTFEVRFLe5DDLIIIMMMsgggwwyyCCDDDLIIIMMMshQXBI7RVEURVEUt5idoiiKorjNZZBBBhlkkEEGGWSQQQYZZJBBBhlkkEGG4pLYKYqiKIrbXAYZZJBBBhlkkEEGGWSQQQYZZJBBBhlkKC6JnaIoiqK4zWWQQQYZZJBBBhlkkEEGGWSQQQYZZJBBhm/oK1/5iocfftj999/v8ccf9/V84QtfsCyLZVksy2JZFsuyuHHjhuKF2ymKoiiK4n+JN7/5zb761a9605ve5KGHHvLhD3/Y17p+/brPfe5zPve5z/nc5z7n3/27f+c973mP4sXZKYqiKIrbXAYZZJBBBhlkkEEGGWSQQQYZZJBBBhlkeF6f+tSnPP300972trd54xvf6Gd+5me8733v87Ve85rXeOc73+md73ynf/bP/pnz83M///M/74477lC8cDtFURRFcZvLIIMMMsgggwwyyCCDDDLIIIMMMsgggwzP63d/93e96lWv8qxXv/rVrl275uLiwvN5z3ve4/u///u95jWvUbw4O0VRFEVxm8sggwwyyCCDDDLIIIMMMsgggwwy+H9uvMcP//GpH/7jU8/nmWeeceedd3rWbrcTEW7cuOHr+YM/+AO//Mu/7C1veYvixdspiqIoiuIbal72jy13XrXcedXz2e12Li4uPFdm2u12vp4PfvCDfuAHfsB+v1e8eDtFURRFcZvLIIMMMsgggwwyyCCDDDLIIIMMMsgggwzP6zu/8zs9/fTTnnX9+nXf9m3f5o477vD1PPbYY37wB39Q8c3ZKYqiKIrbXAYZZJBBBhlkkEEGGWSQQQYZZJBBBhlkeF6vf/3rPf744770pS+56UMf+pB7773Xs5588knXr193040bN1y9etU999yj+ObsFH/ii1/8oscee8zVq1f9eT7/+c977LHH/NZv/ZaiKIri8ssggwwyyCCDDDLIIIMMMsgggwwyyCCDDM/r7rvv9sADD/jRH/1RP/VTP+WDH/ygt7/97Z710z/90z796U+76bOf/ayXv/zl7rjjDsU3Z6fw4Q9/2I//+I979NFHtW3r3e9+t+fzyCOP+Af/4B949NFHve1tb/Mv/+W/VBRFURQ3/dAP/ZCPfOQjfvEXf9Gv/Mqv2O/3nvXJT37SPffc46bXvOY1PvGJTyi+eTsvcTdu3PDAAw94//vf78EHH7Qsi0ceecTnP/95X+vi4sJDDz3kl37plzz44IPmefahD33Ib/3WbymKoigurwwyyCCDDDLIIIMMMsgggwwyyCCDDDLIUFwSOy9xv/Zrv+aVr3yl7/7u73bT3Xff7fu+7/v8+q//uq8nM337t3+7m17+8pfb7Xb++I//WFEURXF5ZZBBBhlkkEEGGWSQQQYZZJBBBhlkkEGG4pLYeYm7fv26V73qVZ7rFa94hd/+7d/2tXa7nQceeMBb3vIW7373u/3Df/gP/diP/ZjXvOY1XireOo/Wtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta2tbW1ta2tbW9va2tbWtra2tbWtrW1tbWtrW1vb2trW1ra2trW1ra1tbW1ra1tb29ra1ta2tra1ta39n//ji4pvjQwyyCCDDDLIIIMMMsgggwwyyCCDDDLIUFwSOy9xN27csNvtPNdut3NxceHr+cQnPuGuu+5ycnLila98pf/23/6bZ555xktF/Zsf856mczYszobF2bA4GxZnw+JsWJwNi7NhcTYszobF2bA4GxZnw+JsWJwNi7NhcTYszobF2bA4GxZnw+JsWJwNi7NhcTYsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCwOw+IwLA7D4jAsDsPiMCzOhsXZsDgbFmfD4mxYnA2Ls2FxNizOhsXZsDgbFmfD4mxYnA2Ls2FxNizOhsXZsDgbFmfD4mxYnA2Ls2FxNizOhsXZsDgbFmfD4mxYnA2Ls2FxNiye/Otv8Prf/A1FUXxzdl7i7rzzTjdu3PBcFxcXXvayl/la67r61Kc+5Zd/+Zf95E/+pF/4hV9w07/6V//KS8n5lf/L+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK+ZXK8aRyPKkcTyrHk8rxpHI8qRxPKseTyvGkcjypHE8qx5PK8aRyflI5P6mcn1TOTyrnJ5Xzk8r5SeX8pHJ+Ujk/qZyfVM5PKucnlfOTyvlJ5fykcn5SOT+pnJ9Uzk8q5yeV85PK+UnluK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK8c95XjvnLcV477ynFfOe4rx33luK+cn1TOTyrnJ5Xzk8r5SeX8pHJ+Ujk/qZyfVM5PKucnlfOTyvlJ5fykcn5SOT+pnJ9Uzk8q5yeV85PK+Unl/KRyflI5P6kcTyrHk8rxpHI8qRxPKseTyvGkcjypHE8qx5PK8aRyPKkcTyrHk8rxpHI8qRxPKudXKudXKudXKudXKudXKudXKudXKudXKudXKudXKudXKudXKudXKudXKudXKsW3VgYZZJBBBhlkkEEGGWSQQQYZZJBBBhlkKC6JnZe4K1eu+OxnP+u5vvzlL3vta1/ra335y1/2V//qX3XHHXd41l/5K3/FF7/4RcX/XySRRBLpf7lIIokkkkgiiSSSSCKJJJJIIokk0jcUSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBLpBYkkkkgiiSSSSCKJJJF/H+sAACAASURBVJJIIokkkkgiiSSSSCL9bxFJJJFEEkmk4hLKIIMMMsgggwwyyCCDDDLIIIMMMsgggwzFJbHzEve6173OTR/96EfddO3aNR/72Me84Q1vcNOnP/1pv/d7v+em7/me7/HEE0/47//9v7vpD//wD33iE5/w+te/XkEkkUT6C4kkkkgiiSSSSCKJ9IJEEkkkkUQSSSSRRBJJJJFEEunPiEQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSR7C7YXbC7YHfB7oLdBbsLdhfsLthdsLtgd8Hugt0Fuwt2F+wu2F2wu2B3we6C3QW7CyKJJJJIIokkkkgiiSSSSCKJJJJIIokkkkgiiSSSSCKJJJJIIv0ZkUQSSSSRRBJJJJFEEkkkkUQSSSSRXrRIIokkkkgiiSTS/1KRRCoukQwyyCCDDDLIIIMMMsgggwwyyCCDDDLIUFwSOy9xu93OQw895B3veIf77rvPT/zET/i5n/s5+/3eTe9617s88cQTbvprf+2vecc73qFpGvfdd583vvGN/tbf+lt++Id/2EtdpG9KJJFEEkmkFySSSCKJJJJIIokk0vOKJJJIIokkkkgiiSSSSCL9ifD/iSSSSCKJJJJIIokkkkgiiSSSSCKJJJJIIokkkt0Fuwt2F+wuiCSSSCKJJJJIIokkkkgiiSSSSCKJJJJIIokkkkh2F+wu2F2wuyCSSCKJJJJIIokkkkgiiSSSSCKJJJJIIokkkkgi/alIIokkkkgiiSSSSCKJJJJIIn1DkUQSSSSRRBJJJJFEesEiiSSSSCKJ9BcSqSiK/012CnVde+KJJ7z3ve/15JNPuvfeez3rkUce8SM/8iOe9WM/9mOefPJJ733ve3384x93//33e6mL9KJEEkmkFySSSCKJJNI3FEkkkUQSSSSRRPozIokkkkgiiSSSSCKJJNKfiiSSSCKJJJJIIokkkkgiiSSSSCKJZHfB7oLdBZFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSSSSRRBJJJJFEEkkkkUQSye6C3QW7CyKJJJJIIokkkkgiiSSSSCKJJJJIIon0pyKJJJJIIokkkkgiiSSSSH9GJJFEEkkkkUQSSSSRvqFIIokkkkgivWCRRBJJpBctUnEJZJBBBhlkkEEGGWSQQQYZZJBBBhlkkEGG4pLYKf7UXXfdZbfb+fPsdjt33XWXO+64w0tdpBcskkh/rkgiiSTS84okkkgiiSTSnxFJJJFEEkkkkUT6U5FEEkkkkUQSSSSRRBLpT0QSSSSRRBJJJJFEEv8ve/ATuvlh2Hf+9XmstdmkitOBwT4oIEGhvRQK1cU+1J5C2mvmkGxPrQXF0EPcZrWXtBCh4pPVg92FngJSSg86RL3ksoHCOE2VwyDcW//Qwgzjg8Eg77SuRYTw8y7+Ln3YX0dy7NROpvR5vWKxWCxOZ05nFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxWJxOnM6s1gsFovFYrFYLBaLxXJYLBaLxWKxWCyWGxaLxWKxWCyWD7VYLBaL5YdaLBaL5UeyWCw/suXqT1mj0Wg0Go1Go9FoNBqNRqPRXD0lTq6ufsoWyw+1WCwfabFYLE9YLBaLxXLDYrFYLBbLxWKxWCwWi8ViOSwWi8VisVgsFovF6cxisVgsFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxeJ0ZrFYLBaLxWKxWCyWw2KxWCwWi8ViuVgsFovFYrE8YbFYLBbLh1osFovlh1oslh/JYvmRLFd/ihqNRqPRaDQajUaj0Wg0Go3m6ilxcnX1x7T8kZaPtFgsH2qxWCxPWCwWyxMWi8ViuWGxWCwWy8VisVgsFovFYrFYLBaLxWKxWJzOLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxWKxWCwWi8VisVgsFovTmcVisVgsFovFYjksFovFYrFYLBeLxWKxWCw3LBaLxWKx3LBYLBbLh1osFstHWiyWP9LyI1murq5+Qk6urn4KFstHWj7SYvlQi8XyhMVisdywWCwWy8VisVgslovFYrFYLJbDYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrEcFovFYrFYLhaLxWKxPGGxWCxPWCwWy4daLJaPtFh+qOXqKdZoNBqNRqPRaDQajUaj0Wg0V0+Jk6urn7DlIy2WJywWyxMWi+WGxWKx3LBYLJaLxWKxWC4Wi8VisRwWi8VisVgsFovFYrFYLE5nFovFYrFYLBaLxWKxWJzOnM6czpzOnM6czpzOnM6czpzOnM6czpzOnM6cziwWi8VisVgsFovFYrE4nVksFovFYrFYDovFYrFYLJbDYrFYLJaLxWKxWCwXi8VisdywWCyWJywWi+UJi8XyoRbLR1qunlKNRqPRaDQajUaj0Wg0Go1Gc/WUOLm6+hOyfKjlCYvFcsNisdywWCyWi8VisVwsFovFclgsFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYLBanM6czpzOLxWKxWCwWi8VisVgsTmdOZ05nFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrlYLBaL5WKxWCyWGxaLxXLDYrFYblgslg+1WD7UYvlQi+VDLZarp0yj0Wg0Go1Go9FoNBqNRqPRXD0lTq6ufoKWD7U8YbE8YXnCYrlhsVhuWCyWi8VisVwsFovlsFgsFsthsVgsFsthsVgsFovFYrFYLBaLxWKxOJ05nTmdWSwWi8VisVgsFovFYrFYLBaLxenM6cxisVgsFovFYrFYLBaLxWKxWCwWi8VisVgsFovFclgsFovFclgsFovlYrFYLDcsFssNi8XyhMXyoRbLh1qurq7+lJxcXf2ULU9YnrBYblgsNyyWGxaL5WKxWC4Wi8VyWCwWy2GxWCyWw2KxWCwWi8VisVgsTmcWi8VisVgsFqczi8VisVgsFovFYrFYLBaLxWKxWCwWi8XpzOnMYrFYLBaLxeJ0ZrFYLBaL5bBYLBaL5bBYLBbLYbFYLJaLxWKxXCwWyw2LxXLDYrHcsFgsNyyWD7V8qOVDLVdPkUaj0Wg0Go1Go9FoNBqNRqO5ekqcXF39hCxPWJ6w3LBYblgsNyyWi8ViuVgslovFYjksFovlsFgslsNisVgsh8VisVgsFovFYrFYLBaLxWKxWJzOLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxeJ0ZrFYLBaLxWKxWCwWi8VisVgsFsthsVgslsNisVgsh8VisVwsFsvFYrFYLhaL5YbF8oTFcsNiecLyoZYf2XL1p6DRaDQajUaj0Wg0Go1Go9Forp4SJ1dXfwzLH2l5wnLDcsNiuWGxXCyWGxbLxWKxHBaL5WKxWA6LxWI5LBaLxWKxWCwWi8VisVgsFovFYrFYLE5nFovFYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYnM4sFovFYrFYLBaLxWKxWCwWi8VisVgslsNisVguFovlYrFYLhaL5YbFcsNiuWGxPGF5wvKExfIjWa6eEo1Go9FoNBqNRqPRaDQajUZz9ZQ4ubr6E7LcsNyw3LBYLhbLxWKxXCyWi8VysVgsh8ViOSwWi+WwWCyWw2KxWA6LxWKxWCwWi8VisTidWSwWi8VisVgsFovF4nTmdOZ05nTmdGaxWCwWi8VisVgsFovTmcVisVgsFovFYrFYLBaLxWI5LBaL5bBYLJbDYrFYDovFYjksFsvFYrFcLBbLxWK5YbHcsFhuWCxPWG5Yrq6u/gSdXF39BCw3LDcsNyw3LDcsNyw3LBeLxXJYLJbDYrEcFovlsFgsh8VisVgsFovFYrFYLBaLxWJxOrNYLBaLxenMYrFYLBaLxWJxOnM6czpzOnM6s1gsFovTmdOZ05nTmcVisVgsFovFYnE6s1gsFovF6cxisVgsFovFYrFYLBaLxWKxWA6LxWI5LBbLxWKxHBaL5WKx3LBYLhaL5WKx3LA8YfkjLVdPqUaj0Wg0Go1Go9FoNBqNRqO5ekqcXF39lC03LDcsF4vlYrFcLJaL5WKxXCyWi8VyWCyWw2KxHBaL5bBYLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxenM6czi/Oih86OHzo8eOj966PzoofOjh86PHjo/euj86KHzo4fOjx46P3pocTpzOrNYLBaLxWKxWCwWi8VisVgsFovlsFgslsNisVgOi8VyWCwWy2GxWA6LxXKxWC4Wi+WwWCwXi+WG5YbFcrFYblhuWJ6w3LBcPQUajUaj0Wg0Go1Go9FoNBqN5uopcXJ19RO2fKTlhuViuWG5WCwXi+WwWC4Wy2GxWA6L5bBYLIfFYjksFsthsVgOi8VisVgsFovFYrFYLE5nzo8eOj966IO3v+79N9/w3lde9d1ffcnjX7rjP/3SHd/5yy9498UXfPtT8+1PzeO7dzy+e8fju3c8vnvH47t3PL57x3e/9JLHd+94fPeOx3fveHz3jndffMG3PzXf/tS8++ILvvOXX/Cdv/yCx790x3d/9SXvfeVV733lVe+/+YYP3v6686OHFqczi8VisVgsFovFYrFYLBaLxWKxWCwWi8VisRwWi+WwWCyHxWI5LBbLxWK5WCwXi+Visdyw3LDcsNywXP1PoNFoNBqNRqPRaDQajUaj0WiunhInV1f/g5aPtHyk5WK5YblYLhbLxXKxWA6L5WKxHBbLYbFYDovFYrFYLBaLxWKxWCwWi8VisTg/euiDt7/u/Tff8N1ffcl/+qU7vv2peXz3jsd373jvtVd98Pbv+YGPf/ZzfuZX/pY/8/Irbr11z6237vn0t/Lpb+X2/Qdu33/g9v0Hbt9/4Pb9B27ff+DWW/fcvv/A7fsP3L7/wO37D3z6W/n0t/Lpb+XWW/fceuueW2/d8+zLr/j4Zz/nv/ng7d/z3muvevfFF3z7U/Puiy94/Et3vPeVV733lVd98PbXLRaLxWKxWCwWi8VisVgOi8VyWCyWw2KxHBaL5bBYLhbLxWK5WCwXi+ViuWG5YblhuWG5Yblhubq6+ik7ubr6CVo+0nKxXCwXi+ViuVguFsthsRwWy2GxWA6L5bBYDovFYrFYDovFclgsFovFYrE4P3rog7e/7v033/DdX33Jtz81j+/e8d5rr/rg7d/z8c9+zp95+RW37z9w+/4Dt+8/cOutez751dc9+/IrfvaXv+BnfuULPvGZz3vmuec989zzFovFYrFYLBaLxWKxWCyeee55zzz3vGeee94nPvN5P/vLX/Bz/+crnn35FZ/86utuvXXPp7+VT38rt96659mXX/HfvPfaq779qXn3xRc8/qU73vvKqz54++sWi8VisRwWi+WwWCyHxWI5LBbLYbFcLJbDYrEcFsvFYrlYLBfLxWK5WCwXyw3LH9ty9aes0Wg0Go1Go9FoNBqNRqPRaK6eEidXVz8ly8VysVwsF8vFYjkslsNiuVgulovlYrEcFsthsRwWy2GxWCwWi8VisRzOjx764O2ve+8rr3p8947Hd+/47pde8sHbv+fjn/2cW2/dc/v+A7feuueTX33dz/zKF3ziM5/3zHPPWywWi9OZxWKxWCwWi8VisVgsFovFYrFYLBaLxWJxOrNYLBbPPPe8T3zm8559+RXPvvyKW2/d8+lv5dZb9/zv/8ff8gPvvfaqb39q3n3xBe995VXvfeVVi8VisVgsFovFYrEcFovlsFgOi8VyWCwXi+WwWC4Wy8VysVgulhuWi+WG5WK5Ybl6ijUajUaj0Wg0Go1Go9FoNBrN1VPi5OrqKbBcLBfLxXKxWA6L5bBYDovlsFgOi+WwWA6L5bBYDovFYnF+9ND7b77hu7/6kndffMF3v/SS8zcf+jMvv+L2/Qdu33/gk1993c/+8hd84jOft1gsTmcWi8VicTqzWCwWi8VisTidOZ05nTmdOZ05nTmdOZ05nTmdWSwWi8VisVgsFovFYrE4nVksFs8897yf/eUvePblV9x6655Pfyu33rrnBz74g6/79qfm3Rdf8N5XXvXB21+3WCwWy2GxWCwWy2GxWCwWy2GxHBaL5bBYDovlYrlYLBfLxXLDcrHcsFwsH2m5eoo0Go1Go9FoNBqNRqPRaDQazdVT4uTq6idkuVgulovlYvmhlovlYrlYDovlsFgOi+WwWCwWi8VisVgsFovF4vzooffffMN//tJLHt+944O3f8/HP/s5t+8/cPv+A5/86us+/tnPWywWi8VisVgsFovF6cxisVgsFovF6czpzGKxWCwWi8VicTpzOnM6s1gsFovF4nRmsVgsFovFYrFYLBaLZ5573rMvv+LWW/d8+lu59dY9P/DdL73k3Rdf8J+/9JL333zDYrFYLIfFclgslsNiOSyWw2K5WC6Wi8VyWCwXy8VysdywXCw/kuXq6upPyMnV1f+A5Ue2XCwXy2GxHJaL5WI5LJbDclgsh8VyWCyH5bBYDovlsFgOi/Ojh7732qse373jD9/8LR//7Ofcvv/AJ7/6up/5lS945rnnLRaLxWKxWCwWpzOLxWKxWCwWi8VicTpzOrNYLBaLxWKxWCwWi8XidGaxWCwWi8XpzGKxWCwWi8VisVgsFovF4mO/8LxnX37F7fsP3Hrrno/9wvP+8M3f8u6LL/jea696/803LIfFYrFYLIfFclgsh8VyWCyHxXJYLBfLxXKxXCwXi+ViuVgulovlx7Zc/QlrNBqNRqPRaDQajUaj0Wg0mqunxMnV1U/R8kMtT1gulsNiOSwXy2G5WA6L5bBYDsthsRwWi8X50UPvv/mGx3fveHz3jh+49dY9t96652d+5QsWi8VisVgsFovFYrFYLBaLxenMYrFYLBanM4vFYrFYLBaLxWKxWCwWi8XpzOnMYrFYLBaLxWKxOJ1ZLBaLxWKxWCwWi8XiY7/wvGdffsWtt+659dY9P/C911717osveO8rrzo/emg5LJbDYjkslsNiOSyWw2I5LJbDYjkslsNiOSyWw2K5WC6Wi+XHslw9JRqNRqPRaDQajUaj0Wg0Go3m6ilxcnX1E7Y8YblYDsvFclgulsNysRwWy2E5LJbDclgsh8VisRwWi8X50UPfe+1Vj+/e8b3XXvWz/9crbt9/4NmXX/HMc89bLBaLxWKxWCwWi8VisVgsFovFYrFYLE5nTmcWi8VisVgsFovFYrFYLBaLxWJxOrNYLBaL05nFYrFYLBaLxWKxWCwWi8VisVgsPvYLz3v25Vfcvv/An/3n9/zAuy++4P+9e8f50UPLYbEcFsthsRwWy2GxHJaL5WK5WC6Wi+WPZblYLpYPtVz9KWo0Go1Go9FoNBqNRqPRaDSaq6fEydXVT8nyhOUJyxOWw3KxHJaL5bAcFsthOSyWw3JYLIfzo4e+99qrHt+94/zNh37ua6+7ff+BT3zm8xbLYbEcFsthsVgsFovFYrFYLBaL05nFYrFYLBaLxWKxWCwWi8VisVgsFovFYrFYnM4sFovF4nRmsVgsFovFYrFYLBaLxWKxWCwWi8Ximeee9+zLr/j0t/Lxz37e47t3vPviC95/8w3LYbEcFsthsRyWi+WwWA6L5bBcLBfLxXJYLpaL5WK5WK6ubvgv/+W/+Cf/5J/49V//db//+7/vo3z/+9/3z/7ZP/P3//7f90//6T91Pp9d/XhOrg7f/OY3/Yt/8S/8+3//732U73znO9555x3vvPOOd955xzvvvOOdd97x8OFD/6tbfizLE5bD8oTlsBwWy2E5LIfFclgOi8ViOSzef/MN3/3SS87ffOjnvva6T371dZ/4zOctlsNisVgsFovFYrFYLBaLxWKxWCwWi8VisTidWSwWi8VisTidOZ05nTmdOZ05nTmdOZ1ZLBaLxWKxWJzOLBaLxWKxWCwWi8VisVgsFovFYrFYLBaLxWKxHJ59+RW37z/wc1973fdee9W7L77g/TffsBwWy2GxHJbDYjkslsNysRwWy2G5WC6Ww3KxXCw/1HKxXD1lGo1Go9FoNBqNRqPRaDQajeaH+tt/+297//33/eIv/qJ/9I/+kd/5nd/xYf7u3/27/t2/+3f++l//69555x1f/vKXXf14Tq78zu/8jr/xN/6G3/3d3/V3/s7f8bWvfc2Heeedd3zxi1/0xS9+0Re/+EVf/OIX/c2/+Te98cYbrj7acliesByWw3KxHJbDclgulsNyWA6L5bAclsPi/Oihx3fv+N5rr/q5r73uk1993Sc+83mLxWKxWCwWi8VisVgsFovFYrFYnM4sFovTmcVisTidWSwWi8VicTpzOrNYLBaLxWJxOnM6czqzWCwWi8VisVgsFovFYnE6s1gsFovFYrFYLBaLxXJYLIfFYrFYfOIzn3f7/gN/9p/f84dv/pZ3X3zBB29/3XJYLIflsFgOi+WwHBbLYblYDsvFcrEclovlCcvFcvU/gUaj0Wg0Go1Go9FoNBqNRqP5SP/6X/9r3/ve9/zar/2av/pX/6p/+A//od/8zd/03/u3//bfevjwoS9/+cs+97nP+Y3f+A0f+9jHXP14Tv4X9/3vf98rr7zit37rt7z22mt++7d/2+uvv+7hw4f+e3/tr/013/jGN3zjG9/wjW98wz/+x//Y7du3/b2/9/dc/X+Ww/KRlsNyWJ6wHJbDclgOi+WwHJbDclgsFovF+dFD33vtVY/v3vG/ffbzbt9/4JnnnrdYDsthsVgsh8VisVgsFovFYrFYLBaLxWKxWCxOZxaLxWKxOJ05nVksFovFYrFYLBaLxenMYrFYLBanM4vFYnE6s1gsFovFYrFYLBbLYbEcFovFYrFYDovlsFg889zzbr11z8997XXf/dJLHt+94/zooeWwHBbLYblYDsvFclgulsNysTxhecJysTxhecJy9RRoNBqNRqPRaDQajUaj0fh/vvN/+7X/+Of92n/88z7Ko0eP/IW/8Bf8N3/xL/5F/+E//Afn89n/37/5N//GX/pLf8kf/MEf+I3f+A2///u/7x/8g3/g6sdz8r+4f/kv/6Wf//mf9+f+3J/zA7du3fJX/spf8a/+1b/yw7z33nt+/dd/3Ze//GU///M/7+rDLYflj7QclsNyWA7LE5bDclgOy2E5LL7/zYce373jgz/4ultv3fPsy6/4geWwWCwWi+WwWCwWi8VisVgsFovFYrFYLE5nFovFYrFYLBaL05nFYrFYLBaLxWKxWCwWi9OZ05nFYrFYnM4sFuu/sgeHob8fhl3vX+/fumV2S8fqNpq5did0hUXc9qCz0oGY80BuEK9S0A4frYkPWoTbJ51PdHJ2ijCkclkf3ORBK6d7NpHNDiH4QDgpbkUykI4JEoWdw01ztdGxgyNhNje/z+V8oT8azs3cvKtmt//Xi0aj0Wg0Go1Go9FoNBqNRqPRaDSHRqPRHBrNoTk89MHHfe/zd3zrTzzu3oeue+VTNzUajebQHBrNoTk0mkNzaC6aQ3PRHJqL5tBc+Sb3v/zJ/83//r4X/O/ve8GbefXVVz300EO+5nQ6qbz++uu+3r/9t//WF77wBf/sn/0zH/jAB/ziL/6iT37yk6784Zx8k7t3754f/uEf9vW+8zu/07/7d//O7+czn/mMH/7hH/bn//yfd+UPrjk0h+bQHJo3aB7QHJpDc2gOzaE5NF751E33PnTdt//kR7zzl277lndf02g0Go1Gozk0Go1Gozk0Go1Go9E4nWk0TmcajUaj0WiczjQajcbpzOlMo9FoNBqNRqPRaDQajUaj0TidaTQajUaj0WiczjQajUajcTrTaDQajUaj0Wg0Go1Go9FoNJpDo9FoDg9/4obv/uXb7vvtH3/UV7/4nObQHBrNoTk0F82hOTSaQ3NoLppD84Dm0DygeUBz5S1ksVgsFovFYrFYLBaLxWKxWN7U6XRyPp99vW1Op5OvV/lTf+pP+bmf+zl/+S//Zc8884xf/MVf9Prrr7vyB3fyTe711193Op18vdPp5Hw+ezP/9b/+V7du3fLxj3/cN6PmG655g+bQHJpDc2gOjUZzOP+fd73yqZt+7x9/znf/8m0Pf+KG+5pDc2gOzaHRaDQajUaj0Wg0Go1Go9FoNBqNRqPROJ1pNBqNRqPRaDQajUaj0Wg0Go1Go9FoNBqnM41Go3E602g0Go1Go9FoNBqNRqPRaDQazaHRaDSHRqPRaDSH5tBovO0Hrnn4Eze849O33PvQda986qZGo9EcmkNzaDSH5tA8oDk0D2gOzQOaQ3Plj4nFYrFYLBaLxWKxWCwWi8VieVPf9V3f5ZVXXvE19+7d863f+q2+5Vu+xdf7M3/mz/i+7/s+X/POd75T5atf/aorf3An3+Qeeughr7/+uq93Pp+97W1v82b++T//59797nf7kR/5Ed/MmkNzaA7NoTk0h+bQHJpDc2gOzaE5NIfm0ByaQ6PRaA6N8/95170PXXff9z5/x9t+4JpGo9FoNBqNRqPRaDQazaHRaDQajUaj0Wg0Go3G6Uyj0Wg0Go3G6Uyj0Wg0Go3TmdOZ05nTmdOZ05nTmdOZ05lGo9FoNBqnM41Go9FoNBqNRuN0ptFoNJpDo9FoNBqNRqPRaDSaQ3NoNBqNRnNoDg998HHf+/wd5xfv+u0ff9TrL97VHJpDc2gumkNzaA7NRXNoDs2bat5Uc2jeVHPl/8c+8IEP+Jf/8l/6z//5P7vvn/7Tf+qJJ57wNc8//7x79+75wAc+4Fd/9Vf9p//0n9z3q7/6qx599FF/4k/8CVf+4E6+yX3f932ff/Nv/o2v9zu/8zve//73ezNf+MIX/MW/+Bdd+aPXHJpDc2gOzaE5NBfNofH6i3f97sef9O0/+REPf+KG+5pDc2gOzaE5NIfm0BwajUaj0Wg0Go1Go9FoNBqNRqPRaDQapzONRqPROJ05nTmdaTQajUaj0WicvlHoBAAAIABJREFUzpzONBqNRqPRaDQapzONRuN0ptFoNBqNRqPRaDSaQ6PRaA7NodFoNBrNoTk0h0aj0fiWd1/zXT9/yzs+fcu9D1331S8+pzk0h+bQaA7NoTk0h+YBzaE5NIfmTTVX/hhYLBaLxWKxWCwWi8VisVgsljf1zne+040bN/z1v/7X/c2/+Tf9k3/yT/ztv/23fc3HPvYxv/Ebv+GRRx7x9//+3/fhD3/Y3/pbf8vP/uzP+rmf+zlX/nBOvsn92T/7Z933hS98wX3//t//e1/84hd98IMfdN9v/MZv+A//4T/4ev/qX/0rP/ZjP+bKH15zaA7NoXlAc2gOzaE5NIdGc2i8/uJd9z503bf/5E95+BM33NccGo1Go9FoNBqNRqPRaDQajUaj0Wg0Go1Go9FoNBqNxulMo9E4nWk0Go3G6Uyj0Wg0Go1Go9FoNBqnM41Go9E4nWk0Go1Go9FoNBqNRqPRaDQajUaj0Wg0Go1Gc2g0Go1Go9FoNIfm0Bwe+uDjvvuXb3v1Uze98qmbmkNzaDSH5tAcmkNzaA7Nm2oOzaE5NH9gzZX/yRaLxWKxWCwWi8VisVgsFovl9/VX/+pfdfv2bf/oH/0jzz77rO/5nu/xNf/6X/9rf+Ev/AX3/aW/9Jfcvn3b008/7V/8i3/hR37kR1z5wzn5Jnc6nfzDf/gP/Z2/83f81E/9lL/xN/6Gf/AP/oHv+Z7vcd/P//zP+7Vf+zVfcz6f/fZv/7Y//af/tCv/bc2heVPNoTk0D2gOzaE5NJpD4/UX7/rdjz/pHZ++5e0f/oj7Go1Gc2gOzaHRaDQajUaj0Wg0Go1Go9FoNBqNRqPRaDQajUaj0Wg0Go3TmcZrL9312kt3vfbSXa8+/5xXn3/Oq88/597nP+fe5z/n1eef8+rzz3n1+ee8+vxzXnvprkbjdOZ0ptFoNE5nGo3G6Uyj0Wg0Go1Go9FoNBqNRqM5NBqNRqPRaA7NoTk0h+bQHJpDc3jbD1zzzl+67bUvPue/fPxJjUajOTSH5tAcmkNzaA7NoTk0f2jNoTk0V94iFovFYrFYLBaLxWKxWCwWi+XKW8TJFX/uz/05v/Zrv+aZZ57x/PPPe+KJJ3zNrVu3/LW/9td8zel08sILL/je7/1eV95c86aaQ/OA5tAcmovm0BwazaHx+ot33fvQde/49C0PffBxjUZzaA6NRqPRaA7NodFoNBqNRqPRaDQajUaj0Wg0GqczjcbpTKPROJ157aW7Xnvprnuf/5yXfuZJL/3dJ/3WU9e98MSjXnjiUXeeuu7OU9d95ZmbvvLMTV955qZXfv0LXvn1L/jKMzd95ZmbvvLMTV/+e0+689R1v/mjeeGJR73wxKN+66nr/tP/cdPLT9/06vPPaTQajUaj0Wg0Go1Go9FoNBqNRqPRaDQajUaj0Wg0Go1Go9FoNBqNRqPRaA7v/KXbwr0PXXdfc2gOzaE5NIfm0ByaQ3NoDs2hOTSH5tAcmitXrvwPdnLl4u1vf7vT6eTKf7/mTTUPaA7NA5pDc9EcmovG6y/ede9D1333L9/2th+4pjk0h+bQaA7NodFoNBrNoTk0Go1Go9FoNBqNRqNxOtNoNBqNxmsv3XXv85/z0t990m89dd0LTzzqzlPXvfLrX9D4zh//C971sRve+9nbfuxL89izdzz27B3v+8xt7/vMbe/7zG0/ePOWH7x5y/s+c9v7PnPb+z5z22PP3vHYs3f82JfmvZ+97b2fve1dH7vhvsZXnrnpN380LzzxqJf+7pNefvqm1166q3E602iczjQajUaj0Wg0Go1Go9FoDs2hOTSH5tAcmkNzaA7NoTk0h+bwXT9/y7f/5E+596Hr7msOzaG5csVisVgsFovFYrFYLBaLxWKxXHmLOLly5Y9A86aaBzQPaA7NRXNoLppDo/H6i3f97sef9I5P3/K2H7imOTSHRqPRHBqNRnNoNBqNRqPRHJpDc2g0Go1Go9FoNBqN11666+Wnb/qtp66789R1v/Mrv+Dbvv+ad33shh/70jz27B0/ePOW99y85U/+rx/x8Psf99Aj1zROZ05nGo1Go9FoNE5nTmcaDz1yzUOPXPPw+x/3yEdveOSjN/zQZ2/7sS/Nez9727d9/zWNF5541AtPPOrLP/Okl5++qdFoNE5nGo1Go9FoNBqNRqPRaDQajUaj0Wg0Go1Go9EcmkNzaA7N4e0f/ohv/8mfcu9D193XHJqL5tAcmkNzaA7NoTk0h+bQHJorf4wsFovFYrFYLBaLxWKxWCwWy5W3iJMrV75Bmgc0F82huWgOzUVzaDSH5vD6i3f97sef9K0/8biHPvi4r2kOjebQHBrNodFoNIfm0Gg0Go1Go9FoDo1Go9FoNF576a6Xn77pt5667s5T1/3fL931ro/d8Nizd7zvM7c98tEbHn7/4xqnM41Go9E4nWk0Go1Go9FoNBqN05lGo9FonM40Hnrkmkc+esMjH73hx7407/3sbd/2/de88uvP+c0fzQtPPOrlp29qNBqNRqPRaDQajUaj0Wg0Go1Go9FoNIfm0BwajUaj0RyaQ3N4+4c/4tt/8qf89o8/6r7mojk0h+bQHJpD84fWHJorb2GLxWKxWCwWi8VisVgsFovFcuUt4uTKlT9izQOa31dz0Ryai+aiOTR+9+NP+tafeNzDn7jhvkZzaDSHRqPRHBrNodFoNBrNodFoNBqNRqPRaDQar710173Pf85vPXXdnaeu+79fuutdH7vhsWfveM/NWx5+/+MajUaj0Wg0GqczpzONRqPRaDQajUaj0WiczpzONBqNxulMo9FoPPTINY989IYf+uxtjz17x3f/lY947aW7fvNH8/LTN736/HMajUaj0Wg0Go1Go9FoNJpDc2gOjUaj0WgOzaE5NJpDc2gOb//wR3zHT99w70PXfU1zaA7NoTk0D2gOzaE5NP9NzaG5cuXKN9DJlSvfQM0DmovmorloDs1Fc9F45VM33ffwJ264r9EcGs2h0RyaQ6M5NJpDo9FoNBqNRqPRaDQajcZrL9318tM33Xnqupefuemdf+WnPPbsHe+5ecvD739co9FoNBqN05lGo3E602g0Go1Go9FoNBqNRqPRaJzONBqNRqPROJ1pNE5nHnrkmkc+esN7PnnLY8/ecd+X/96TXnjiUS8/fVOj0Wg0Go1Gc2gOzaHRaDQazaE5NIdGo9EcmkOj0WgOzeHtH/6Ib/2Jx9370HXNoTk0h+YBzaE5NG+qOTT/Tc2Vt4DFYrFYLBaLxWKxWCwWi8ViufIWcXLlyv8HzR9Yc9FcNBfNRXNoNIdG46tffM7v/ePPeecv3XZfozk0mkOjOTQajUaj0RwazaHRaDSHRqPRaDQar71018tP33Tnqetee+mud3/ylseeveNP/q8f0Wg0TmcajdOZRuN0ptFonM40Go1Go9E4nTmdOZ05nTmdOZ1pNBqNRqNxOtNoNE5nGo1Go9FoNE5nHnrkmkc+esNjz97x3s/e9tpLd73wxKNefvqmRqPRaA6NRqPRaDQajebQaDQajebQHBrNoTk0h0ZzaA4Pf+KG+1751E3NoTk0F82hOTQPaA7Nm2quvMUtFovFYrFYLBaLxWKxWCwWy5W3iJMrV/6INBfNRXPRXDQXzUVz0Vw0h9dfvOvVT930jk/fcl9z0Vw0mkOjOTSaQ6PRaDQazaHRaDQajUbjtZfuevnpm778M0967aW73vvZ237w5i0Pv/9xjUaj0Wg0Go1Go9FoNBqNRqNxOnM6czrTaDQajcbpzOnM6Uyj0Wg0TmcajUaj0TidaTQajUaj0XjokWve88lb3vvZ2xq/+aP5yjM3NRqNRqPRaDQajebQaDSaQ3NoNIfm0Gg0mkNz0Ryawzt/6bbXvvicr37xOc2huWgOzQOaQ/OA5k01b6q58j/RYrFYLBaLxWKxWCwWi8VisVx5izi5cuUtorloLpqLxiufuulbf+JxD33wcc2h0RwazUWjOTSaQ6M5NJpDo9FoNBqNRqNx7/Ofc+ep6+79yue855O3/ODNWx565JpG43SmcTrTaDQapzONxulMo9E4nWk0Go3TmUaj0Wg0Go1Go9E4nWk0Go1Go9E4nWk0Go3G6Uyj0Wg0Go2HHrnmkY/e8NizdzReeOJRX3nmpkaj0Wg0Gs2h0Wg0h0aj0RwajUZzaC6aQ6M5NIfm8I5P33LvQ9d99YvPaS6aQ3PRHJoHNA9oDs0DmitXrnyDnVy58g3SXDQXzUXzBs1Fc9FofPWLz3nti895+BM3fE2jOTSaQ6O5aDSHRnNoNIdGo9FoNBrN4bWX7nr56Ztefuamd3/ylseeveOhR65pNBqNRqPRaDQajUaj0WiczjQajcbpTKPRaDQajUaj0Wg0GqczpzONRuN0ptFoNBqNRqPRaDQajcbpTKPx0CPXvOtjN7z3s7e98uvPeeGJR736/HMajUZzaDQazaHRaDSHRnNoDo3m0GgOzaHRHJpD420/cM13//Jtv/vxJ31Nc2gumkNz0TygOTRX/phZLBaLxWKxWCwWi8VisVgslitvESdXrvwRat5Uc9FcNG/QXDQXr79416ufuukdn77lvkZz0Vw0mkOj0RwazaHRaDQazaHRHBqNe5//nC//zJPue+zZOx5+/+MajUaj0Wg0Go3TmUaj0TidaTROZxqNxunM6Uyj0Wg0Go1Go9FoNBqNRuN0ptFonM40GqczjcbpTKPRaDQapzONRqPRaDz0yDU/9Nnb3v3JW7789570W09d1xwajUZzaDQazaHRHBqNRnNoNIdGc2gOjebQXDz0wcd9+09+xL0PXdccmovmAc1Fc2h+X80DmitvEYvFYrFYLBaLxWKxWCwWi8Vy5S3i5MqV/4+aN9W8qeai0Vw0F43G7/3iL/iWd1/z0Acf11w0mkOj0RwajebQaA6NRnNoNBqNRqPx2kt3vfz0TS8/c9O7PnbDIx+9odFoNBqNRqPRaDQajdOZRqPRaDQajUaj0Wg0GqczpzOnM6czpzOnM6czpzONRqPRaJzONBqNRqPRaDQajUbjdKbRaDQajUaj0Xj4/Y977Nk7vvPHH/fCE4969fnnNBqNRqPRHBrNodFoNIdGc2g0h0ZzaC6aQ6M5PPyJG+776hef01w0F82huWge0Fw0D2h+X82V/wkWi8VisVgsFovFYrFYLBaL5cpbxMmVK3/EmjfVvEHzBs1Fozm8/uJdv/ePP+e7fv6Wr2k0F43motFcNJpDo9EcGo3m0GgOr710152nrrvvsWfvePj9j7uv0Wg0Go1Go9FoNBqNRqPRaJzONBqN05lGo9E4nTmdaTQajUaj0TidOZ1pNBqNRqPROJ1pNE5nGo1G43Sm0Wg0Go1Go9FoNBqNRz56w3s/e9tXnrnpyz/zpObQaA6NRqPRaDSHRnNoNIdGc2g0h0ZzaC6awzs+fcu9D133+ot33ddcNIfmorlofl/NlStX/gc7uXLlG6x5g+YNmjdo3qDxXz7+pG//yY+4r9FcNJqLRqM5NBrNodFoDo1Gc2g0Gq+9dNeXf+ZJ3/1XPuJdH7uh0Wg0Go1Go9FoNBqNRqPRaJzONBqNRuN0ptFoNE5nGo1Go9FoNBqNRuN05nSm0WiczjQajUaj0WiczjQajUaj0Wg0Go1Go9FoDg89cs0Pffa2b/v+a1544lGvPv+cRqPRaA6N5tBoDo3m0GgOjebQaA6N5qK5eNsPXPMdP/2z/svHn9QcGs2huWgumovmornyx8hisVgsFovFYrFYLBaLxWKxXHmLOLly5X+A5g2aN2jeoNEcvvrF55xfvOvhT9zw9RrNRaPRXDQazaHRaA6NRqPRaDS+8sxNd5667j2fvOWRj97QaDQajUaj0Wg0Go3TmcbpTKPRaDQapzONxulMo9E4nTmdaTQajUaj0Wg0Go1Go3E602g0TmcajdOZRuN0ptFoNBqNRqPRaDQajUaj0Wg0Gu/62A3v/uQtv/U3r/udX/mcRnNoNIdGc2g0h0ZzaDSHRnPRXDSaQ6M5PPyJG84v3vXVLz6nuWgumovmorloLpqL5qK5aK78T7ZYLBaLxWKxWCwWi8VisVgsV94iTq5c+SPQvEHzgOYNmjdoNG/QePVTN33HT99wX6N5g0ajuWg0motGozk0Gs1Fo/Hy0zfd+5XPee9nb3vokWsajUaj0Wg0Go1Go9FoNBqN05nG6Uyj0Wg0Go3G6Uyj0Wg0GqczpzOnM6czpzOnM41Go9FonM40Go1Go9FoNBqNRqPRaDQajUaj0Wg0Go1Go9F4+P2Pe+zZO37nV37Bl3/mSY1Go9EcGs2h0RwazUVz0WgOjeaiuWgO7/j0Lb/78Sd9TXPRXDRX/n9ksVgsFovFYrFYLBaLxWKxWK68RZxcufIN0jygeYPmAY3m8NUvPuf1F+96+4c/orloNJo3aDSai0ajuWg0mkOj8dpLd7389E1f/b/ueuzZOx565Jrm0Gg0Go1Go9FoNE5nGo1Go9FoNBqnM43G6UyjcTrTaDQapzOnM6czjUaj0WiczpzONBqNRuN0ptE4nWk0TmcajUaj0TidaZzONBqNRqPRaDQajUaj0Wg89Mg1P/TZ277t+6954YlHNYdGo9FoNIdGc2g0mkOjOTSai0ZzaDSHxkMffNy3vPuaVz51U3PRXDRv0Fw0F81Fc+XKlf+BTq5c+QZqHtC8QaN5QOPVT930HT99w9c0mjdoNJo3aDSai0aj0Rwajddeuuve53/BV/+vu97zyVsajUaj0Wg0Go1Go9FoNBqNRqPRaDQajUaj0Wg0Go3G6Uyj0Wg0Go1Go9E4nTmdaTQajUajcTrTaDQapzON05lGo9FoNBqNRqPRaDQajUajOTQa7/rYDe/+5C0vPPGo1166675Gc2g0mkOjuWg0h0Zz0Wgumovm4h2fvuWVf/izXn/xrvuaN9VcNBfNm2quvMUsFovFYrFYLBaLxWKxWCwWy5W3iJMrV/47NA9o/sCaBzSai9dfvOv1F+96+4c/onmDRqN5g0aj0Vw0Go3motF47aW77n3+F9z3nk/e0mg0h0aj0Wg0Go1Go9FoNBqNxulM43Sm0Wg0TmcajdOZRqNxOtNoNH7vP971e//xrntfes69Lz3n3peec+9Lz/m9/3hXo9FonM40Go3TmUaj0WiczjQajUaj0Wg0TmcajUaj0WgOjebQaDQajcZ3/vjj3v3JW+48dd2rzz+n0WgOjUZzaDSaQ6O5aDQXjebQaC4ab/uBa77jp3/WK5+6qbloNBfNRfPfpbnyFrBYLBaLxWKxWCwWi8VisVgsV94iTq5c+SPUPKD5f/X/sAfHsX4fBL2wn893bmVji94NBpO3ePrSN8PM4UXmeBlYzvE6NxMBX6IMzdG1TpNpfK9oxx8zyvE02R+uIxcjYb43kNOz5EYI4woXs7BRaQd0BpDJnBYR7fldylgthjU3drfQ9Pt503Ozk511ZZvCS3n3e56U1ClSUv7Hf9zmuTcteExKSmqdlJSU1DopKSkpqVUpKSkpRz647BtfmXjhjQtSUlJSUlJSUqtSUlJSUlJSUlJSUoaRlJSUlJRhJCUlJWUYSTl2aOLI5/Y69JFd9u/c5rPb5+yb32T31XH/9jn3b5+zf+c2B+5YdOCORQfuWHT/9jm7r47dV8e++U32zW+yf+c2K8uLjnxur5SUYSQlZRhJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSa1KSUm54BWzNu5YcuCGOUc/s1dKSmpVSkpqVUpKak1Kak1Kak1qTUpqzQXbFxx73y4nDk6clFontSa1Tmqd1JrU1BmooaGhoaGhoaGhoaGhoaGhoaGhMXWGGExN/X8gJfWkUqc4cXBiPDhx3pu2Sp0iJSUltU5KSkpKap2UlJSUw+9a9I2vTLx4x5KUlJTUqpSUlJSUlJSUlJSUYSQlJSUlJSUlJSUlJWUYOXZo4sjn9tq/c5vPbp9z//Y5+3du88gD97rwZa/1kl9ccMXOPa75SG1ZXrFlecWW5RVX3rrHlbfuceWte2xZXnHNR+qaj9QVO/e47KYl5148I+XAHYt2Xx375jc5cMeih+/eJSUlJSUlZRhJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJrbrgFbN+8K4VB26Yc/Qze6WkpNakpNakpKRWpaSk1qSk1qTWSa167k2/7+jORal1UmtS66TWSU1NTX0HDKamvsVSp5V6UikpqVXH3rvsnKtmPSYlJfWkUlJSUlLrpKSkpKSkPPKhXR75b7u8eMeSlJSU1KqUlJSUlJSUlJSUlJSUlJRhJCUlJWUYSRlGjh2aePjuXfbv3Ob+7XP279zm3ItnvOQXF2xZXrFlecXl25e86Ce2et4PzXru82ekpKSkpKSkpKSkPPf5M573Q7M2zy/YPL/gylv3uOYjdcXOPVIevnvZ7qtj3/wmK8uLUoaRlJSUYSRlGElJSUlJSUlJSUlJSUlJrUpJSa1KSUmt2nDJjB+8a8WBG+Yc/cxeJ6WkpFalpKTWpKTWpKSk1qSk1qSk1lywfcHx+/b6xn17nZSSWpNaJ7VO6ptKrZOa+g5paGhoaGhoaGhoaGhoaGhoaGhoTJ0hBlNT/0qp00qdVkrqtMYvTRx73y7nvul6TyYlJSUl9aRSUlJSUlJrjn5mr8O3L3rJu/dISUlJSUlJSUlJSUlJSUlJSUlJSUlJSUkZRlJSjh2aOHDHon3zm6zcsejci2dsWV6xZXnF5vkFz/uhWSkpKcNISkpKSkpKSkpKSkpKSsowkpKS8tznz9g8v+DKW/fYsrzi+6/e6pEH9tp9dRy4Y9GxQxMpKSkpKSkpKSkpKSkpKSkpKSkpKSkpKSkpKSmpVRsumfGDd604cMOcRz+910kpKak1KSmpNSmpNSkpqTUpqTUpqVXPvWnBsfcuS62TWif1lFJTZ6iGhoaGhoaGhoaGhoaGhoaGhobG1BliMDX1bZL6plJSUuucODhx1sYZ51w1KyUlJXVaKSkpKSkpqVOkHH9o4su/t81L3r3HhktmpKSkpFalpKSkpKSkpKSkpKSkpKSkpKSkpBw7NLF/5zb3b59z7NDEj92xYsvyis3zC1JSUlJSUoaRlJSUlJRhZBgZRoaRYWQYSUlJSUkZRlJSUlJSzrt4xub5BVfeuseP3bEiZd/8JvvmN3n47l1SUlJSUlJShpGUlJSUlJSUlJSUlJSU1KqUlJTUqg2XzHjJu/f48u9tk1qVkpKSWpWSkpJak5JaJyW1Tmqd89601bH37XLi4MRjUuukTpFaJzV1BmtoaGhoaGhoaGhoaGhoaGhoaGhMnSEGU6sOHjxo9+7dvvCFL3gqX/va13zsYx/zqU99ytQ3l5J6SikpKUd3LnrOddd7MikpKSkpKanTSklJSTn+0MThdy3auGPJhktmpKTWSUlJSUlJSUlJSUkZRlJSUoaRlJRh5NihiYfv3uX+7XPOvXjGluUVl29f8tznz0hJSUkZRlJShpGUlJSUYWQYSUlJSUlJGUaGkZSUlJRhJCVlGElJSUl57vNnbJ5fcM1H6vuv3mrljkX75jd5+O5dUlKGkZSUlJSUlJSUlJSUlNSqlJSU1KqUlJTUqgteMWvjjiVfuHaT1JqUlNQ6KSmpNSkpqTUpKak1KalV51631fH79kpJrZM6Reoppaampr6NBlM+/OEPe/Ob3+zuu+/2a7/2a/7wD//Q6dx7771++qd/2l133eW2224zPz9vHEfPVqmnJSUl9U2dODgxHpw4701bpaSkpJ5SSkpKSkpKSkpKyuF3LTrn+2dc8IpZj5eSkpKSkpKSklqVkpKSkpKSkpKScuzQxIE7Ft2/fc6xQ//dluUVm+cXpKSkpAwjKcNISsowkpKSMowMIykpKSkpKSkpKSnDyDCSkpIyjKSkDCMpw0hKSkrK5vkFW5ZXXHbTkpU7Fn12+5xjhyZSUlJSUlJSUlJSq1JSUlJSUlJSUqtSUlJSq86/YtYLblxw4JfnpKTWpKSkpNakpKTWSUmtk5Ja5znXXe9//Mdtnih1itQpUlNnuIaGhoaGhoaGhoaGhoaGhoaGhsbUGWLwLHfixAkLCwuWl5ft3LnTnXfeaWlpyWQy8UQnTpxw8803e8c73uG2227z/ve/35EjR9xzzz2ezVLPSErqSZ04OHHWxhlPJiUlJSUlJSUlJSUlJSW1ziMf2uXoX+71whsXnJSSkpKSkpKSkpKSWpWSkpKSkpKSkpJy7NDE/dvnHDs0ccXOPTbPL0hJSUlJSUlJSUkZRlJSUoaRlJSUlJSUlJSUlJSUlJRhJCUlJSUlJSUlJSUlJSXlostnbVleceHLZu2b3+Thu3dJSUlJSUlJSUlJSUlJSa1KSUlJSa1KSUlJSbnw9VuddOCX56SkpNakpKSk1klJSa2TklonJWXDq2adc9WsY+/b5aSU1ClSp0idInWK1NR3UENDQ0NDQ0NDQ0NDQ0NDQ0NDQ2PqDDF4lvv4xz/u+77v+2zevNlJF154oS1btvjkJz/pie69914vetGLXHnllR7zZ3/2Z6699lrPdqlnLCUlJSXl0Z2Lzt++4FspJeX4QxOHb1/0knfvkZKSkpKSkpKSkpKSWpWSkpKSkpKSknLs0MSBOxbdv33OS35xweXblzz3+TNSUlJShpGUYSRlGElJSUlJGUZSUlJShpFhZBgZRoaRYWQYGUZSUlJShpGUlGEkJWUYSRlGUoaRlGEkJSVl8/yCLcsrjh367/bNb3Lkc3ulpKQMIykpKSkpKSkpqVUpKSkpqTUpKSkpm9+9x0lHP7NXSkpKap2UlJTUOikpqXVSUus857rrHXvvstQpUlKnSJ0iNXUGamhoaGhoaGhoaGhoaGhoaGhoaEydIQbPckeOHPHSl77U451//vn+/u//3hM98sgjNm7c6G1ve5sf/uEf9iM/8iPe8573mPpfUv8mJw4lgtsBAAAgAElEQVROnDg4cc5Vs1JSUlJSUlJSUlJSUlJSUlJSUlJSjj808eXf3eYFNy7YcMmMlJSUlJSUlJSUlNSqlJSUlJSUlJSUY4cm7t8+J2XL8ooX/cRWKSkpKcNISkpKSkpKyjCSkjKMpKSkDCPDSEpKSkpKSkrKMDKMpKSkDCMpKcNISkpKSkpKSkrKMJKSct7FMzbPL7hi5x77d26zf+c2KSkpKSkpKSkpKSkpqVUpKSkpKalVKSkpKS/eseTADXOOfmavk1JSUlJS66SkpKTWSUlJnSLlvDdtdeLgxImDE4+XOkVKampq6jto8Cx34sQJwzB4vGEYjOPoif7hH/7B3Xff7bLLLvPAAw/4kz/5E3/8x3/sk5/8pKn/JSUl9Ywdv2+vszbO+HY4+pm9Trrw9Vs9JiUltSoltSq1JiUlJSUlJSUl5cjn9rp/+5zvv3qrzfMLUlJSUoaRlJSUlGEkZRhJSUlJGUZSUlKGkZSUlJSUlJSUlJSUlGEkJSVlGElJSUkZRlKGkZRhJCUlJSUlJeW8i2dsWV5x7sUz9s1vcuRze6WkpKSkVqWkpKSkpFalpKSkpKTWSdlwyYwfvGvFl39vm9QpUlJSUqdISUmdIiUlteacq2Yd3bkoJSV1itRppZ5Uauo7rKGhoaGhoaGhoaGhoaGhoaGhofFN/cu//It3vetdbr75Zp/4xCeczgMPPODOO+905513uvPOO33yk5809cwMnuU2bNjgxIkTHm8cR9/zPd/jiV784hf7gR/4Adddd52TLr30UldffbW77rrL1KlSUlJSUlJSUlJSUlKOvXfZ+dsXpKSkpKSkpKSkpKSkpKSkpKSkpKQcf2ji8O2LXrxjSUpKap3UmtSqlJSUlJSUlJSUY4cmDtyxaP/Oba7Yucfm+QUpKcNISkpKSsowkpKSkpIyjKQMIykpw8gwkpKSkjKMDCPDyDAyjAwjKSkpKcNISkpKSsowkpKSkpKSkjKMpKQMIykpKSmb5xdcdtOSz9405+G7d0lJSUlJSUlJSUlJSa1KSUlJSUlJSa055/tn/LvXb3Xgl+ekpKSk1klJSUlJnSIlJfWkzt++4Nj7djmd1Gmlps5gDQ0NDQ0NDQ0NDQ0NDQ0NDQ0NjW/qV37lV3z961939dVXu+2223z4wx/2ZJaXl330ox+1f/9++/fv96UvfcnUMzN4lrv44ov9zd/8jcd75JFHvOIVr/BEF110kScahsEwDKb+bU4cnDhxcOKcq2Z9K6SkpHz5d7d5wY0LNlwyIyUlJSUlJSUlJSUlJSUlJSUlJeXYoYmH716WsmV5xXkXz0hJSUlJSUkZRlJSUlKGkZRhJCUlJWUYSUlJSRlGhpGUlJSUlJRhZBhJSUkZRlJShpGUlJSUYSQlJSUlJSUlJSVlGElJuejyWT92x4qv3LNs/85tUlJSUlJSUlJSUlJSa1JSUlJSUlJSUl5444KT/un2RSelpKSkpJ5USkpK6kmlpKSctXHGOVfNOva+XR4vJXVaqdNKTZ0BGhoaGhoaGhoaGhoaGhoaGhoaGqf1V3/1V44ePeq3fuu3/PiP/7gdO3Z497vf7cn83d/9nZtvvtnb3vY2b3vb2/zCL/yCqWdm8Cz3oz/6o0669957nfTFL37Rfffd51WvepWTHnjgAQ8//LCT5ubmfO1rX7Nnzx4nfe1rX/OJT3zC6173OlP/Nsfv2+usjTOeSkpKSkpKSkpKSmrNIx/a5aQLX7/VSSkpKSkpKSkpKSkpKSkpKSkpKccOTTx897KUzfMLUoaRlJSUlGEkJSUlJWUYSUlJSUkZRlJSUlJShpFhJCUlJSUlJSUlJWUYSUlJGUZSUoaRlGEkJSVlGElJSUkZRlJSUlJSUlLOu3jGlbfu8T8PTXx2+5yUlNSqlJSUlJSUlJTUKVJSUlJSUl68Y8nh23/f8YcmniglJSUlJXVaKSmpUzznuut9Y9+9UlJSp5WSOq3U1P9P/MXKH/lPH7vUf/rYpU7nS1/6kpe+9KUec/nll/viF79oHEePd+LECQcPHvTnf/7nfvu3f9s73/lOX//61009M4NnuWEY3HbbbX7nd37H9ddf7+d//uf9wR/8gec973lOesc73mHfvn1OOvvss73zne+0Y8cOb37zm/3kT/6k6667zitf+UpT/zb/873LnnPd9VJSUlJSUlJSTyklJeX4QxOHb1/0whsXpKROkZKSkpKSkpKSkpKSknLs0MT+W7dJ2Ty/ICUlZRhJSUlJSUlJGUZSUlJShpGUYSQlZRhJSRlGUlJSUlKGkWFkGBlGUlJSUoaRYSQlZRhJSUlJSUlJSUkZRlJSUlJSUlJSUlJSUq68dY8LXzZr3/wmKSmpVSkpKSkpKSkpKSkpqVOkpGy4ZMbGHUu+/LvbpKSkpL6plJSUlNRppZz3pq2OvW+XbyYlNfVdpKGhoaGhoaGhoaGhoaGhoeH//N//b2/5D1/wlv/wBafz6KOP2rBhg8cMwyCJEydOeLy//uu/dvbZZzv//PO97nWv8+CDD/qN3/gNU8/MYMorX/lK+/btc/vtt/v0pz/t2muv9ZilpSU/+7M/6zFXXHGFPXv2WFpa8qlPfcqv//qvm/rXSUkZvzRx/L69vud/m/F0pKSkpKSkpNZ55EPLzr9i1gWvmJWSkpKSklonJSUlJSUlJSXl2KGJ/bduc+HLZm2eX5CSkpKSkpKSkjKMpKSkpKQMIykpKSkpw0hKyjCSkpIyjAwjw0hKSkrKMDKMpKSkpAwjKSnDSMowkjKMpAwjKSkpKcNISkrKMJKSkpIyjKSkbJ5fcNlNS/bNb5KSklqVkpKSkpKSkpKSkpKSkpJa58LXb3XSIx/a5aSUlJSUlJSUlNQ3lZKSklpzzlWzjr1vlydKST2llNTUGaShoaGhoaGhoaGhoaGhoaGhoaFxWsMwGMfR47U1DIPHe/nLX+7+++933XXXmZub8453vMO+fft89atfNfX0DabWnHfeeYZh8HSce+65zjrrLFNPX0pKSmrNiYMTZ22ccc5Vs54oJSUlJXVaKSkpxx+aOPKhXV5w44LHpKSkpKSkpKTWpKSkpKSkHDs0sf/WbS582azN8wtSUlJSUlKGkZSUlJRhJCVlGElJGUZShpGUYSQlZRhJSUkZRlJSUlJSUlJSUoaRYSQlJWUYSUlJSRlGUlJSUoaRlJSUlJSUlJSUlJSUlJSUiy6fddlNS/bNb3Lkc3ulpNakpKSkpKSkpKSkpKSkpKSkpLx4x5Iv/942xx+aeLpSUlJSUlKn9ZzrrveNffc6KSUl9bSkps5ADQ0NDQ0NDQ0NDQ0NDQ0NDQ0NjdP63u/9XkePHvWYI0eOOPvss5111lke7+GHH/b5z3/eY84991xnnXWWo0ePmnr6BlNT3yYpKSmp0zq+717PuW6rx6SkpE4rJSUlJbXO4dsXnX/FrA2XzEhJrZOSkpKSkpJalZKSknLs0MT+W7e58GWzNs8vSElJSUlJSUkZRlJSUlKGkZSUYSQlJSUlJSVlGElJGUaGkZSURw9PPHp44tHDE1/9272++rd7PXp44tHDEykpKcNISkrKMJIyjKSkpAwjKcNISsowkpKSMoykpKSkDCMpKSkpKRddPuuym5bs37lNSkpK6mlLSUlJSUlJ2XDJjBfc+PsOv2tRSkpKSkpKSkpK6mlLSTnvTVsde98uqWckNfUsduWVV/rEJz7hn//5n530p3/6p6699lqP+fSnP+3IkSP+8R//0W/+5m/6+te/7qR77rnHJZdcYmZmxtTTN5ia+jZIPW3H79trw6teKyV1WikpqSeVknL8oYmjn9lr444lJ6WkpKSk1qSkpKSkpNakpBz53F7nvmDG5vkFKSkpKSkpKSkpKcNISkpKSkpKSkrKMJIyjKQMIymPHp746t/udeDju/zF/7PN7lvm/Jf52H3LnN23zNl9y5y/+M/b/PV/XbT7ljkf/K1N/st8fPAtm+y+Zc6DH1j0N3cuevTwREpKSsowkpKSkpKSkpKSkjKMpKSkpKSkpKSkpKSkXHT5rMtuWrJvfpOUlJSUlJSUlJSUlJTUU3rhjQuO/uVeRz+z19OVkpKSkpKSkpJa56yNM75x315PJSUlNXUGa2hoaGhoaGhoaGhoaGhoaGhoaJzWhRdeaGFhwc/93M+54YYbvP/97/fWt77VY2688UYPPPCA17zmNa6++mo/9VM/5YYbbnDbbbf5oz/6I1PPzGBq6lsoJfW0pIxfmjhxcOKcq2Y9UUpKSmqdlJSUlNSaw7cvOv+KWSmpNSkpKSmpVSkpKSkpKSkpB+5Y9JV7ll2+fUlKSkpKSkpKSkpKSsowkpKSMoykpAwjKSkpKY8ennjwA4t23zJn9y1z/uI/b3P48/d64Utf64d/ZsEvLdcb377ijW9f8ca3r3jj21dcc/Meb3z7il9arl9armtu3uOHf2bBYz74W5t88C2bPPiBRSv37pKSkjKMpAwjKSnDSEpKSkpKSkrKMJKSkpKSkpKSctHlsy67acm++U1SUlJSUlJSUlJSUlJSUlJSUlJSUlI27ljyT7cvSklJSUlJSUlJST1j51w169h7lz1RSkpKauq7RENDQ0NDQ0NDQ0NDQ0NDQ0NDQ+ObesMb3mDPnj3e8573uOuuuzzvec/zmPvvv99rX/taJ731rW/1sY99zHve8x733HOPSy+91NQzM5ia+hZJPS0pqVUnDk6ctXHG46WkTpGSkjpFSsrxhyaOfmavjTuWpKSkpNakpKSkVqWkpKSkpHzlnl0evmeXK2/dIyUlJSUlJSUlJSUlJSVlGElJSRlGUlKGkUcPT6zcu8vuW+bsvmXO0X+e2Pya673x7Sve+PYVr7lhyf/x6q0uuXRWSkpKyjAyjKSkpFxw0YxLLp318jcs+Pc/s+CXluuam/c46cDHl33wLZs8+IFFjx6eSElJSRlGUlJShpGUlJSUlJSUlJSUlJSUlJSLLp912U1LPrt9TkpKSkpKSkpKSkpKSkpKSkpqnfOvmHXSIx/a5V+tTpGScs6rXuvY+3ZJSUlJTX2XamhoaGhoaGhoaGhoaGhoaGhoaEydIQZTU98CqaeUklrn+L57nX3VrJNSUqdISZ0iJSW15vC7Fp1/xazUOikpqVUpKSmpNSkpKccOTazcsehHb90jJSUlJSUlJSUlJSUlJSUlZRhJSUkZRh49PPHgBxZ99JY5Bz6+bPNrrvfGt6949a8s2fzqrVKGkZSUlGFkGBlGhpGUlGFkGBlGUlJShpGUCy6a8fI3LLjm5j2uuXmPk3bfMueDb9nkb+5clJKSkpIyjKSkpKSkDCMpKSkpKSkpKSkpKRddPuvCl8367PY5KSkpKSkpKamnlJKSkvLiHUu+/HvbpKSkpKSkpKSkpKSkpKQEKSkpqTXnXrfVOVfNOnFwYmpq6swzmJr6NktJPanj9+214VWvlTpFSmqdlJTUOinHH5o4+pd7veDGBSkpKalVKSmpNSkpKalVKccOTey/dZuX/OKCc18wIyUlJSUlJSUlJSUlJSUlJSVlGEl59PDEgx9YtPuWOUf/eeLVv7rkmpv32PzqrVKGkZRhJCUlZRhJSUlJSUlJSUkZRoaRlJRhJCVlGLngohkvf8OCN759xat/dck/fX6vD75lk5V7d0lJGUZSUlJSUoaRlJSUlJSUlJSUlJSUlM3zC046cMeilJTUKVJSUlJSUlJSUlJSUjZcMuPC12/15d/d5tvhrI0zjt+319R3v4aGhoaGhoaGhoaGhoaGhoaGhsbUGWIwNfVvlDqt1GmNX5o4cXDinKtmPV5Kap2U1DopKalVj3xo2flXzNpwyYzHpKSk1qSkpFalpKSkpDx897JzXzDjRT+xVWpVSkpKSkpKSkpKSkpKSkpKSsqjhyc+esucf/r8Xj958x6v/pUll1w6axhJGUZShpGUlGFkGElJSRlGhpFhZBgZRlJSUlKGkZSUYSQlJSUl5ZJLZ11z8x6v/tUlD/7XRR98yyaH9++VkpKSkjKMpKSkpKSkpKSkpKSkpKSkXHnrHo88sNeRz+31mJSUlJSUlJSUlJTUaW3cseSR/7bL8YcmUlJSUlJSUlJSUlJSUlJSUlLrnH3Va31j372mvvs1NDQ0NDQ0NDQ0NDQ0NDQ0NDQ0ps4Qg6mpb5PUk0pJOXFw4qyNMx6TklonJbVOSmpNyvGHJg7f/vv+3euvd1JKak1KSmpVSkpqVUpKylfu2eXhe3a5fPuSlJSUlJSUlJSUlJRhZBgZRoaRYSQl5dHDEw9+YNHuW+b8+/9rwTU373HBRTOGkf+XPTiM9fwu6ET9fL7VumobaGssLbfeAzQpm0Bl0/qCtiunyeCGRWuXBBYTTGcSqPXdJmgi6s3hXIVEkI3uC8h2TWbKvhAVcKtvnILpKUhnXSqxICUKdv5SWtrRMsbaZtK58/3cnN8Nf3uYVnFFmRvO86SkpKSkpKSMSUpKypiMSUpKSkrKmIzJmKSkjElKypikjEnKmKSMyWVXbXrde467/i2HffQdN/rMh7alpKSMSUpKSkpKSkpKSkpKSkpKSkrKy37qsPt++kZ//cc7UlJSUlJSUlJnSUlJSUlJSbn0trc78d5t3wgpKSnf9YaDTv3GESkpKSkpKSkpKSkpKal955iGhoaGhoaGhoaGhoaGhoaGhobGvnPEsG/fP0HqWaWeVWrt9CfusSsldZbUHimptZTU4slP7vjuazddeM2m1CIlJbVISUktUlJSi5RTj658+egdXvbWw1JSUlJSUlJSUlLGZExSUlJSUsbkqRMrx24/ZNfr3nPcldcfNCYpKWOSMiYpY5IyJikpYzImKSkpKSkpKSkpKWOSkjImKSljkjImKSkpKSmXXbXpde85btdH33Gjv/zsjjFJSUlJSUlJSUlJSUlJSUlJSS2+63s3XPvuuz3w7kNSUlJSUnukpKSkpKSkzvKC27ac/J0jTj+8kpKSkpKSkpKS+kc574oNT9+74x8rJSUltW/fvm+wYd++fyGpPZ6+d8d3vuEWXysltZaSWktJraWcvPMOL7hty66U1FpKapGSklqkpKSkPPCuQy6+etPFV29KSUlJSUlJSUlJSUlJSUlJSfnMh7Z99B03+v6bt7zi5i0pKSljkpKSkjImKWOSkjImKSkpYzImYzImYzImY5KSkjImKSljkpKSkpIyJikpY5Jy4SUbXnHzlu+/ectH3nmjz3xoW0pKSkpKSkpKSkpKSkpKai0l5ZKXb7r81Qf90VtvlJJaS0lJSUlJnSUlJSUl5dLb3u7Ee7d9PVJSUlJSUs/q/Os2nf7EPf6pUvu+iRoaGhoaGhoaGhoaGhoaGhoaGhr7zhHDvn3fYKmzpM4yH1o574oNX5WS2iO1R2otJeXJT+44/cjKhddsSq2lpBYpqUVKSkpKSsojdx1x6rGVK9+0JSUlJSUlJSUlJWVMUlJSUlKeOrHymQ9te/DjR/zQ2+522VWbxmRMUlJSxiRlTFJSUlJSxiQlZUzGJCUlJSUlJWVMxiQlZUxSUsYkZUxSxiQlZUxSUlLG5LKrNr3uPcc99rkdH33HjVJSUlJSUlJSUlJSUlJSUlJSUlKufNOWXSfv37ErJSUlJSW1lpKSkpKSklp7wW1bTv7OEacfXklJSUlJfV1SUlJSUs5/5auceWjlGyG175ukoaGhoaGhoaGhoaGhoaGhoaGhse8cMezb988sdZb5xZVd51+3aVdqj5TUWkpqLbX22Pu2XXrbll0pKalFSmqRklqkpBYppx5dOf7+bS9762EpqUVKSmqRkpKSkpKSkpLy1ImVY7cfsut17znuwks2pKSkjElKSsqYpIxJypikjElKypikpKSkpIxJSkpKSsqYpKSMSUrKmKSkpKSMSUpKypikpFx4yYZ/97a7XfrSTf/jP71ISkpKSkpKSkpKSkpKSkpKSkpKyst+6rA/+qkbnXp0JSUlJbWWkpKSkjpLSkrKxTcddOJ9255NSkpKSurr8p3/8aBTv3FESkrqnyS175ugoaGhoaGhoaGhoaGhoaGhoaGhse8cMezb9w2U+gelnHlo5bwrNuxK7ZHaI7WWklo7/fDK6UdWLr7poNRaSmqRklqkpBYpqcXx92+76OpNF1+9KSUlJSUlJSUlJSUlJSUl5akTKx95x40ufemmV9y8JSUlJSUlZUxSUlJSUsYkZUxSxmRMUlLGZEzGZExSxmRMxmRMUlLGZExSxiQlJWVMUsYkJSVlTFJSUlJSXnHzluvfctj/+E8v8pef3ZGSkpKSkpKSkpJapKSkpKQW3/W9G659990eeNchKam1lJSU1B4pKSmpPa74vw87eecRKSkpqeeUkpKSek7nXbHhzEMrX5WS2rdv3zfRsG/f/6bUPyi1R2px+hP3+PbrNqX2SK2lpNZSaykpT35yxwXXbkotUlKLlNQiJbVISS1STj26cvL+HS9/62EpKSkpKSkpKSkpKSkpKSlPnVg5dvshL/m3B/2bH90yJmMyJmOSkpKSMiZjkjImY5IyJikpKSkpY5KSkpKSkpKSkjImY5KSMiYpY5IyJiljkpIyJmOSkpKSkjImY3LZVZuuf8thH3nnjf7ysztSUlJSUlJSUlJSUlJSUouUlEtevmnXg+/ftislJSUltUhJSUlJraWkpKRcfNNBJ+884plSUlJSzyklJSW1dv51m07fu+NrpaSk9p3jGhoaGhoaGhoaGhoaGhoaGhoaGvvOEcO+fd8gqT1Se6TWnr53x3e88lWeKbWWWktJLVJSayfvvMNFN90iJbVISS1SUouU1CIl5dSjKw+865CX/PiWlNQiJbVISUlJSUkZk5SUp06sHLv9kBe8dNO/+dEtKSkpKSljMiZjkpKSMiYpKSkpKWOSMiZjkpIyJmMyJmMyJmMyJikpKWOSkjImKWOSkpKSMiYpKSkpYzImY5KSknLZVZte957jPvLOG/3lZ3eMSUpKSkpKapGSkpKSkpKSkvLytx724H9/u7/+4x0pKam1lJTUHikpqT0uuukWX/q/DklJPauUlNTfKyXl2697lac/cY+/T2rfOayhoaGhoaGhoaGhoaGhoaGhoaGx7xwx7Nv3TTAfWnmm1FpqLbWWWks5/fDK6UdWLrxm01elFimpRUpqkZKSknLy/h27XnjgoJSUlJSUlJSUlJSUlJSUp06sHLv9kBdctekVP7olJSUlJSUlJSVlTFJSUsYkZUxSxiRlTFJSxmRMUlJSUlJSUsZkTFJSxiQlJSUlZUxSxiQlJSVlTFJSUlJSUlIuvGTD695z3EfeeaMTD+xISUlJSUlJSUlJSS1SUlJSvvPSDS/7qcMefP+21FpKSkpqkZKSklpLSUm58JpN333tppN3HrErJSX1rFJSUs/pu95w0KnfOCL190pJ7TsHNTQ0NDQ0NDQ0NDQ0NDQ0NDQ0NPadI4Z9+/4ZpPZIrc0vruw6/7pNu1JrqbXUWmottTh55x0uuumgXSmpRWottUhJLVKLU4+ufPnoHa5805bUIiUlJSUlJSUlJSUl5akTK8duP+QFV216xc1bUlJSUlJSUlJSUlLGZExSUsYkZUxSxiQlZUxSUlJSUsZkTFJSUlLGJCVlTFLGJGVMUsYkJSVlTMYkJSUlJSUlJSXlwks2vO49x33knTf6y8/uSElJSUlJSUlJSUlJSUktUl544KBdj9x1REpKSmotJSW1lpKS2uPim27x5CfvkdojJSX1rFJSz+q8KzaceWgl9Q9K7du375/ZsG/fN0DqOaX2OPPQylel1lJrqbXUWmpx+uGVE+97uwuufZXUWmqRklqkFikpKSkn79+x6+KrN6WkpKQWKSkpKSkpKSkpD37sDpe+dNMrbt6SkpKSkjImYzImYzImKSkpKWOSkjImKWOSkjImKU88vvK3f7Xy8Od3fO4Pj/jcHx7xwP864oH/dcTn/vCIhz+/4+HP70hJGZMxSRmTlDFJGZOUlJQxSUlJSUlJSUlJSUlJufCSDT/0trt95J03OvHAjpSUlJSUlJTUIiUltUhJSXnJj2954N2HpKSkFikpqbWUlNRaSkrKxTcd9OR9O55+ZCUlJbVHSkrqLCkpqbXzr9t0+t4du1JS/9tS+/6FNTQ0NDQ0NDQ0NDQ0NDQ0NDQ0NPadI4Z9+/4FpZz+xD3Ou2JDai21llpLraUWKacfXvnuazddeM2mXSmpRWqRkpKSWqQWpx5dOf7+bVe+aUtKSmqRkpKSkpKSkpKS8pkPbXvyr1ZecfOWlJSUlDEZk5SUlJSUMRmTlJSUMUlJSUl54vGVz/3hEUd//ZDfeu+Nfu0dL/Ib77vRsbu2PfTn93joz+/x0J/f46E/v8dDf36PY3dt+70PHPKf3xq/9osvcvTXDzl2dNuYpIxJypikpIzJmKSkpKSkjMmYjMmYjElKSkrKZVdt+qG33e1//tdDnjqxkpKSkpKSkpKSklqkpKQWl7x80+WvPuiBdx/yVSkpqUVKSmotJbVHygXXbjrxvm3PlJI6S0rqWaWkjCs2PP2JezxT6jml9p1DGhoaGhoaGhoaGhoaGhoaGhoaGvvOEcO+fd9gqbXUWmrt/Fdu+qrUWmottZZapBaPvW/bBddu2pVapKQWqUVqkZKSkvLXf7zjoqs3XXz1ptQiJSUlJSUlJSUlJeX4PUc8+PEjrn/zYWOSkpIyJikpKSkpKSkpKWMyJikpY/LE4yuf+8Mjfuu9N/rN997os/fd4XkXbbj+wJafflfd9jPH/ditd3vt6w977esPe+3rD3vt6w977esP+7Fb73bbzxz30++qN952t+ddtCHlPT8Vv/aLL3Ls6LaUlJQxSUlJGZMxGZMxSUlJSUkZk5SUlJTLrtp03VsOO3b7ISkpKSkpqUVKSkpKSkpKSsrL33rYI3cdcerRlZTUWkpqLSW1lpKSWlx625aTdx6RktojJXWWlNSz+rb/4942R4QAACAASURBVP/0bFLPKbXvHNHQ0NDQ0NDQ0NDQ0NDQ0NDQ0NDYd44Y9u37F/b0vTvOv+5VvlZqLbWWWqQWTz+y8uR9Oy649lVSi9RaapFapBapxalHVx7879uufNOWlJSUlJSUlJTUIiUl5akTK5/58Lbr3nJYSkpKSkpKSkpKSsqYpKSkpKSMyROPrxw7uu3X3vEi99617WXX3OIn3nbcj916txsObPm+F28ak5SUlJSUlJSUlDF5/vM33HBgyw0Htvz0u+qNt90t5T+/NY4d3fa3f7WSkjImY5KSkpKSkpKSkpIyJikpKSmXXbXp0pdu+ug7bpSSkpKSkpKSWqSkpBYpqcXLfuqwB951SGqRkpJapKTWUlJSaynfcdmG775208k7j9iVktojJXWWlNQe3/kfDzr1G0ekzpLat2/fv7Bh375voNSzSq3Nh1a+KnWW1FpqkVr7f760cv7lGy68ZtOu1CIlJSUlJbVILVJO3r/joqs3feelG1KL1CK1SC1SUlJSnjqxcuz2Q15yw0GXXbUpJSUlZUxSUlJSxmRMUsZkTMYk5YnHV44d3fab771Ryq1vO+62nznu5dccNCYpYzImKSljMiZjMiZjMiZjkpIyJmOSMibPf/6GGw5sufVtx6X8t3e+yG+990Z/+1crKSkpKSkpKSkpKSkpKWOSkpKS8oqbtyif+dC2lJSUlJSUlJSU1CIltUh54YGDTj22cvL+HSmptZTUIiUltZaSWrv4pls8+cl7PFNKao+U1FlSe5x3xYYzD62kzpJ6Vql954CGhoaGhoaGhoaGhoaGhoaGhobGvnPEsG/fP1HqWaXOcuahlV3nX7cptZZapNZSi9QiJeVv77vHRTcdtCu1SC1Si9QiJSUl5dSjKw+8+5AXvvoWKSkpKSkpKSkpKSkpKQ9+7A4XfM+GV9y8JWVMUlLGJCUlZUzGJCUlJSUl5XN/eMTRDxyS8sbb7nbDgS0XPW9DypikjElKypiMSUpKSkpKSsqYjElKypikjEnKRc/bcMOBLT/9rrrixZv+2ztf5NjRbSkpYzImYzImY5KSkpKSkpKSkpKS8u/edrcHP37EY5/bkZKSkpKSkpKSkpKSkpKS8pIf3/Lg+7elFikpqUVKai0ltZaScvFNBz15347TD6+k9khJ7ZGS2iMltTj/uk2n792xK3WW1L5zVENDQ0NDQ0NDQ0NDQ0NDQ0NDQ2PfOWLYt3jooYd89KMf9ad/+qf+Pl/5ylfcd9997rvvPvfdd5/77rvP3/zN39j33FJr84srXyt1ltQidZYnP7njgmtfJbVILVKL1CK1SC1STt6/46KrN1189aaUlJSUlJSUlJSUlJSnTqw8+PEjrn/zYSkpKSkpKSkpY5KSkpKSkvLE4yvHjm67965t1x/YcsOBLRc9b0NKypikjElKypikpKSMyZiMyZiMyZikpIxJSsqYpIxJSsqY3HBgy61vOy7l137xRR7+/I6UlJSUlDEZk5SUlJQxSUlJSUm57i2HHfuvh6SkFimpRUpqkZJapKQWLzxw0K6T9+9ISa2lpBYpqbWU1FrKBdduOnnnHXalpPZISe2ROktqceaLf+GrUvv+f6KhoaGhoaGhoaGhoaGhoaGhoaGx7xwx7PO7v/u73vjGNzp69Kif/Mmf9Ku/+quey2//9m+75ZZb3HrrrW699Va33nqrT3/60/btlXpW86GV867YkDpLapFapNZSi9MPr5x+ZOXCazbtSi1Si9QitUgtUk49uvLlo3e48k1bUlKL1CIlJSUlJSXlqRMrx24/5Lq3HJaSkpKSkpKSMiYpKSljMiZj8vDndxz9wCEpt/3Mcd/34k0pKWMyJiljkjImY5IyJmMyJikpKSkpKWMyJiljMiYpY5IyJmOSknLR8zbccGDLG2+72+994JBjR7elpKSkpKSMSUpKSkpKSkpKymVXbXrJvz3oo++4UUpKSkpKSkpKapGSWqSkvOTHtzzw7kNSi5TUWkpqkZJaS0ktLrrpFife93aptZTUHqk9Umc5/5Wvcuahlb9P6iypffv2fYMN3+LOnDlja2vLHXfc4d3vfrcPfvCDDh8+bLVaeTaf/exn/dzP/ZxPfepTPvWpT/nUpz7lhhtu8K0m9Y+WcuaLf+H8V276qtQi9ZxSi5STd97hgms37UotUovUIrVISUlJOfXoyq6Lr96UWqSkpKQWKSkpKSkPfuwOF3zPhsuu2pSSkpKSMiYpKSkpKWOSknLs6Lbf+8Ahr3nDYTcc2JIyJmOSkpKSkjImKSljkpIyJmMyJmMyJmOSkpIyJikpY5IyJikpYzImKSnPf/6Gn3jbcX/zlZVf+8UXeeLxlZSUlJSUMUlJSRmTlJQxSUl5xc1blM98aFtKSkpKapGSkpJapKQWl7x807+6dMMjdx2RklqkpNZSaymptZQLrt10/uUbnvzkjtQeqT1Se6Sk1s67YsPpe3c8U+osqX3nmIaGhoaGhoaGhoaGhoaGhoaGhsa+c8TwLe5jH/uY5z//+a688kq7Lr74Yj/4gz/oD/7gDzybBx54wEte8hJf+cpXnD592r6/kzpLao+n791x/nWvsit1ltQitUgtUosnP7njoptukVqkFqlFapGSWqQWD75/25Vv2pKSkpJapKSkpBYpKU+dWHnw40dc/+bDUlJSUlJSUlLGJCVlTFKeeHzl2NFtf/OVlZ9423HPf/6GlJSUlDEZk5QxGZOUMRmTlDEZk5SUlJSUlDEZkzFJGZMxSRmTlJQxSUlJGZMxGZPXvv6wf/+Gw37zvTd6+PM7xiQlJSVlTFJSUlJSUlJSUq5/y2Gf/u23O/HAjtQiJSUltUhJSUlJSUl5yY9vOf7+balFSmqRklqkpNZSUouUS2/bcvJ37rArJbWWklpLSe2RWpx/3aYzD62k9kjtO8c1NDQ0NDQ0NDQ0NDQ0NDQ0NDQ09p0jhm9xf/3Xf+2lL32pZ7rgggv82Z/9ma915swZX/ziF/3CL/yCH/7hH/b93//9fv7nf96+f1jqOaUWqUVqkVqkFqcfXjn9yMqF12zalVqkFqlFai21OPXoyqnHVi6+elNqkZKSklqkpKSkFsduP+T7/8OWlJSUlJSUMUlJSUnJJOWJx1eOfuCQlNe+/rAxGZMxGZMxGZOUlDFJSRmTlJQxSUkZkzEZkzEZkzFJSUkZk5SUMUlJGZOUlDEZk5SUlJTve/Gmf/+Gw37zfTf60hd2jElKSkpKSkpKSkpKSkrKhZdsuP4th33mw9tSUlKLlJSU1CIltUgtLnn5pn916YZH7joiJbVISS1SUouU1FpqcfFNB52884jUWmqP1B6pPVKL867YcOahldS+ffu+iYZvcWfOnDHG8ExjDHNOX+uxxx5z4MABt99+u3vvvdfdd9/t4x//uF//9V+37++kntPpe3ecd8WG1CL1dTv98Mq3X75hV2qRWqQWKSkpqUXK8fdvu+jqTalFSmqRkpKSkpKScvyeI578y5Urrz8oJSUlZUxSUlLGJCVllCceXzn6gUOuePGmGw5sSUlJSUlJSRmTMUkZk5SUlDFJGZMxSUlJSUlJGZMxGZOUMRmTlJQxSRmTMUlJSRmTMUlJ+b4Xb7r1bccdu2vbl76wY0xSUlJSUlJSUlJSUlJSrrz+IOXBjx2RkpKSWqSkpKQWKSkpKS/8oVt8+egdUouU1CK1llpLSS1SUs6/fMOTn9yRWktJraX2SO2Rcv51m07fu+NrpfZI7TuHNDQ0NDQ0NDQ0NDQ0NDQ0NDQ0NPadI4Zvcd/xHd/hzJkznmnO6du+7dt8rcsvv9x/+S//xeWXX27XpZde6tWvfrU/+qM/su9sqUVqceahlfOu2HDeFRu+VmqRWqQWqUXKyd+5wwXXbvqq1CK1SEktUouUU4+uPHLXES989S1SUlKLlNQiJbVIeerEyqc/vO26txyWkpIyJikpKSkpKSlj8sTjK0c/cMgVL950w4EtKSljMiZjMiZjkpKSMiYpYzImY5IyJikpKWMyJmMyJmOSkpIyJikpKWOSMiYpKWMyJmOSkjImYzImFz1vw2vecNixu7Z96Qs7xiQlZUxSUsYkJSUlJSW1uP4thx27/ZCnTqykpKSkpBYpKSmpRWrxwgMH7Tp5/46U1CK1SEktUlJrqbULrt108nfusCu1R2ottUdqj/Ove5WnP3GPXak9Us8pte+bqKGhoaGhoaGhoaGhoaGhoaGhobHvHDF8i/ve7/1ef/Inf+KZTp486ZprrvG1/uIv/sIHP/hBz/T0008777zzfKtKfd3mF1d2pRapRWqRWqQWqUVq8fTDKxdc+yqptdQitZZapKScvH/HRVdvuuTlm3alpKSkpKSkpKSkPPa5HS/415suu2pTSkpKSkpKSsqYpKQ88fjK0Q8ccsWLN91wYEvKmIxJSkpKSsqYjMmYpIxJSsqYjEnKmIzJmKSkpKSkjMmYjEnKmKSMScqYpKSMSUpKSkpKSkpKykXP2/CaNxx27K5tX/rCjjFJSUlJSUlJSUlJSUm58JINV/+Ht/v0h7elpKSkpKSkFqlFSkpKygt/6BYPvn9bapFapKQWKalFSmqRWnz3ta9y8s4jUouU1FpqLbVH6u/UHqnnlNp3jmhoaGhoaGhoaGhoaGhoaGhoaGjsO0cM3+J+4Ad+wK577rnHrs9//vPuvfder3zlK+26//77ffnLX7br1KlTtra2fOELX7Drscce8/u///t+5Ed+xLe61NflvCs2/GOkFqcfXjn9yMqF12zalZJapBYpqUVKavHlo3e48k1bdqWkFimpRUpqkfLUiZVPf3jbS264RUpKSkpKSkpKSkrKmHz2k3e44sWbbjiwJWVMUlJSUlLGJCUlJWVMUsZkTFJSxiQlZUzGZEzGZEzGZExSUsYkZUxSxiRlTMYkJSVlTMZkTMYkJSUl5aLnbXjNGw47dte2L31hR0rKmKSkpKSkpKSkpKS84uYtJz6347HP7UgtUouUlJSUlNQitXjhgYNOPbZy8v4dqUVKapFaS62lFimX/MhB51++4elHVlJrqbXUWmqvWpx/3aZTv3HEvn37vrmGb3FjDL/8y7/sZ3/2Z91yyy1+7Md+zC/90i/5nu/5Hrt+5Vd+xSc+8Qm7rrrqKj/3cz/nDW94g1tuucVrXvMab37zm91www32/X9Si9QitXb6E/c4/5WbdqUWqUVqkVqk9jj98Mr5l2/YlVpLLVJSi5TU4tSjK6ceW7n46k0pqUVKapGSkpKS8ukPb3vBv9502VWbUlJSUlJSUsYkJSXl2NFtT3xl5YYDW1LGJP1/2YP/2M/rwk7wj+eLlVaBs4ArJ0j9UmzUKnjR2RZFy5c9EGqybc0Ka3ebMLPrZl2S+2Nvt7fZ2Oy3s2miye3lerlErauZGbOJnqZau1musCTzpYDtCWLRqv1B4aODqLg4Q3E4Vsrrefm+L3ziOGJtV1327vt4kJIyJmMyJiljMiZjkpIyJmOSMiZjkjImY5KSkpKSkpIyJmOSMiZjMiYpY5KSMiZjMiYpKSkpYzImKSkpZz57w89ce8AH33m5L/7JtpSUlJSUlJSUlJSUlJRX/8MDfvfX90lJSUlJLVKL1CK1SEk598q9vnTTITtSa6lFSmqRWkutnb5n0/E7tu1IraXWUmuptfh/nXL+hm+VWkvtehpqaGhoaGhoaGhoaGhoaGhoaGho7HqaGHb5qZ/6Kbfffrt3vvOdPv7xj7v66qs96cCBA974xjd60t/9u3/XnXfe6Z3vfKc777zTvn377PqLpRannP8Cf5HUIrVI+co79zttz6bUIrWWWkutpXzpxkPOvHhTSmqRklqkpKQWKY8+uPLg57a9/Oe3pKSkpKSkpKSkpKR87v866DN3HPT6aw5IGZOUlDEZk5SUlJSUlJQxGZOUlDFJefjoyn2f3/aJTx/0oX+/z7vff7l3v/9yb3/XBd7+rgu8/V0XePu7LvDu91/u5tv2u/m2/e77/LYxSRmTMUkZkzFJSUkZk5SUlJSUMRmTlJQzn73hTf/osN/+wD4pKSkpKSkpKSkpKSkpz3vRptOfs+He3zkoJSUlJSUlJSUlJSW1eOEvbnngpoMe+/JKSkpqkVpLLVJSi9TitD2XOX7HLZ6UWkutpdZSa6nFKedvmF9Y2fVfj4aGhoaGhoaGhoaGhoaGhoaGhsZ39PWvf9073vEO/+Jf/Au33nqrv8ixY8f86q/+ql1/ecOutWc961nGGP4iYwzPetazjDHs+u5942PbTjl/w7dKLVInSa2dvucyO1KLlNQiJbVISS2O3r3tvCuvk1qkpBYpKSkpKSmf+vB+57x40xlnb0hJSUlJSRmTlJQxeeShlY/dtN+b3nJYSkpKypikpIzJmIzJmIzJmIxJSsqYPHx05ROfPujd77/c2959gQ/esM+9X7jFhedf5nWv2vK6V225/trDrr/2sH/8dw77x3/nsNe9aktKygdv2Odtv36Bm2/b7+bb9huTMUlJGZMxGZOUMRmTMRmTlJSUlJSUH/2xTa+/9oAPveNyKSkpY5KSkpKSkpKSknLpPzzgd9+9T2qRWqQWqUVqkVqkFudeudd979tvR2qRWqSkFqm11CLlrJ/d6+hvHfT4F1eelFpLraXWUmspp7560+Mf25ZaS62ldj3NNDQ0NDQ0NDQ0NDQ0NDQ0NDQ0NL6jN7/5zf7Tf/pPrrzySv/6X/9r/+7f/Tvfyb/8l//Shz/8Ybv+8oZdu35A5pGVHalF6iSpRWrt8S+uPP7Ayhmv3PSk1FpqLbV27Pe3PfaVlbMu3rQjJbVISUlJLVIefXDlwc9tu/QfHpCSkpKSkpKSkpLyyEMrN35gn0uv3HLmszekjEnKmKSkjElKSkpKSkrKmDx8dOXm2/Z71wcu94k/OGTPS6/zv/yP9ctvvs8vXHXAT71krx8/b9OPn7fp7DM2nH3GhuecvuE5p2/48fM2XX3JlqteteWX33yf6689LOXeI9ve9usXuPm2/cZkTFJSUlJSUlJSxiQlZUxSUlJ+9Mc2nf9jmz70jsuNSUpKSkpKSkpKSmpxxtkbLnztXp/+jf1SUlJSUlJSUlKLlJSUF/7ilgduOii1SC1Sa6lFai21SDnrZ/c6fse21FpqLbWW+rbG+Rue+MLnfTdSa6ld/x/2yU9+0vHjx/2Tf/JP/M2/+Tf9q3/1r7znPe/xVD7ykY945jOfaddfzbBr1/dJapFaPHFk5dRXb/pmqUVqLbVILR7/4sqp527YkZJapKQWKalFSsqXbjrk3Cv3SklJLVJSUmspKZ/68H7nvHhTSkpKSkpKSkpKSspn7jjk2WduuOiVe6WkpKSkpIxJSsqYjMmYjMmYPHx05UP/fp93feByKb/85vtcf81hP/WSvVLGZExSUsZkTMZkTMYkJWVMxuTsMzZcfcmW66857PprD0v5n/7nuPm2/cZkTMZkTMZkTFJSUsYkJWVMUsYk5TVXbNlx/z3bUlJSUlJSUlJSUlJSLn3zAZ/6yK949MGVHalFapFapKSkFinPPGfDmRdveuCmg1KL1CIltUgtUmupxWl7LnP8jlvsSK2l1lInSa39tee/wBNHVnakdv1XoKGhoaGhoaGhoaGhoaGhoaGhofGUvvCFL3jxi1/sSRdddJE/+ZM/Mef0rY4cOeJ973uff/7P/7ldfzXDrl3fI6lF6iRPHFk55fwNT0qdJHWSlKO/dchpezal1lJrqbWUlMe+vPLATQeddfFlUmspKalFSkrKow+uPPi5bS9/w5aUlJSUlJSUlJQxuf+ebZ+546DXX3NASsqYpIxJypikpIxJSkrKsWMrN9+237s+cLmz/psNv/zm+1x9yZaUMUkZk5SUMRmTlJSUlJQxGZOUlDFJGZOzz9hw1au2vPXN90l5269f4Obb9ktJSUkZkzFJSRmTlJQxSUlJ+ZlrD/jgOy/3yEMrKSkpKSkpqUVKSkrKxW/4FZ/68H4pKSkpqUVqkVqkFinnve46x+6+xY7UIiW1SC1Si5TUIuWsn93r6G8dlFqk1lInSa2l1p44svKtUruephoaGhoaGhoaGhoaGhoaGho++/v/u984+CK/cfBFnsqjjz7qh37ohzxpjCGJJ554wrf6pV/6Jb/6q7/qh3/4h+36qxl27foBmF9Y2ZFaSy1Sa6lFau0bX1w5fc9ldqTWUlKLlNTaY19eeeY5G86+aNOOlJSU1CIlJSXlK5/bds5LNp1x9oaUlJSUlJSUlJRHHlq58f37vP7aA1LGJCVlTFLGJCVlTFLGZEwePrry6++/XMr11x529SVbUlLGJGVMUsZkTFLGZEzGZEzGZEzGJGVMxiRlTFLGZEzOPmPDVa/acv21h917ZNvb33WBh4+ujElKSsqYjEnKmKSkpIxJypnP3vAz1x5w4wf2SUkZk5SUlJSUlNQi5b/7+S333nrQow+u7EgtUlJSUlJSi9TivCv2Onr3tse+vLIjJbVILVKL1FpqkXLquRu+8cBKapFaSy1Sa6kTPPPv7PX4x7Y9KXWS1K6nkYaGhoaGhoaGhoaGhoaGhoYXv+J/8Ia//0fe8Pf/yFMZY5hz+mZtjTF8s3e84x1++qd/2ktf+lK7/uqGXbv+M6WeUmrtlPM3PJXUSVK+8cDK4w+snPHKTU9KSa2l1lJSvnTTIedeudeOlJTUWkpKSsrxr6787rv3ufA110lJSUlJSUlJSUn5zB2H/OiFm15wwaaUlDFJSUlJGZMxSRmTlJtv2+9dH7jcm64+4KpXbTn7jA0pYzImKWMyJmOSMiZjkpKSkpKSkjImY5IyJiljkjImYzImZ5+x4fprDnvT1Qe87d0X+MSnDxqTMUlJSUlJGZOUlJSUlIteudeO371xv5SUlJSUlJSUlJSUlAtfu9enPrxfSkpqkVqkFikpKSkpZ1686b737ZeSWqQWqUVqkVpLLU7fs+noRw/ZkVqkTpI6SWrtiSMru3Y96dnPfrbjx4970rFjxzzjGc9wyimn+Ga/9Vu/5T3veY9XvOIVXvOa1zh+/LhXvOIVHn/8cbu+e8OuXd8HqRM8fvstnvHqTTtSa6mTpNb+/P6VZ5y7YUdKai21lpKSWvzfX1456+LLpKTWUlJSUlKLBz+77ZwXb3reizalpKSkpKSkpKQ88tDKZ+446NIrtqSkpKSMScqYpKSkjMmxYys337bfnX9w0PXXHvbj520akzEZkzFJGZMxSRmTMUkZkzEZkzEZkzEZkzEZk5QxSRmTlDFJSRmTMRmTHz9v01vffJ9P/MEhH7phn5QxGZOUMUlJSRmTlJSUlNdfc8Dv3vQr7r9nW0pKSkpKSkpKSkrKpW8+4N5bD3r0wZUdKSkpqUVqkVqkFi/8xS0P3HRQapFapBapRWqRWks5bc9lHv/iyrdKLVJrqUXqBKecvyF1ktRJUrv+C2toaGhoaGhoaGhoaGhoaGhoaGg8pZ/8yZ906623+o//8T/a8ZGPfMTVV1/tSR//+McdO3bMb//2b7vrrrvcddddbrvtNqeddpq77rrLM57xDLu+e8OuXT8gqbXUSVJrqcXX77zF6Xs2pdZSaympExz7/W2PfWXlrIs3PSklJSV1gpR7bz3k5W/YkpKSkpKSkpKSknLjB/Z52Z69fuRHNqSMSUpKypikjEnKmBw7tvKJTx+S8stvvs/ZZ2xISUlJSRmTMUkZk5QxGZOUMRmTMRmTMRmTlJQxSRmTMRmTlDEZk5SUlJSzz9hw/TWHKe9+/+VSUsYkZUxSUlJSxiQl5Ud+ZMPPXHvA7924X0pKSkpKSkpKapGScuFr9/rUh/dLLVKLlJSU1CK1SHnmORvOvHjT0bu3pRapRWqRWqQWqbWz/9ZeR3/roMe/uLIjdZLUU0o59dWbHv/Ytieldj2NNTQ0NDQ0NDQ0NDQ0NDQ0NDQ0NJ7SWWedZWtryzXXXOMf/IN/4EMf+pBf+qVf8qS3vOUt7r77bru+N4Zdu/6KUidJnSTlGx/bdsr5L5A6SWottZZy/I5tp++5zI7UWkpqLSUl5ejdtzj3yr1SUlJSUmspKSmPPriiPO9Fm1JSUlJSUlJSUu6/Z9vDX1t5zRVbUlJSxmRMUlJSUsbk2LGVD92wT8pVr9oyJmMyJmMyJmMyJikpY5IyJiljMiYpKSkpKSljMiZjMiZjkjImY5IyJmMyJmMyJmOS8gtXHXDh8ze9+/2XS0lJSUkZk5QxSUkZk5SLXrnXjs9+/KCUlJSU1CIlJSUl5dI3H3DvrQc9+uBKSkpqkVqkpBapRcp5r7vOl246ZEdqkVqkFqlFapFaO23PpuN3bEstUovUSVKL1No4f8MTX/i81FNK7XqaaGhoaGhoaGhoaGhoaGhoaGhoaHxHP/dzP+fw4cPe+973uuGGGzznOc/xpLvuustll13mmz3rWc9y11132fWXN+za9X2SOsEp52/4Zqm11Fpq7fEHVlJrKam1lNQJjt697ayLL5M6SUpKSkrKpz683+nP2ZCSkpKSklpLeeShld+7cb/XX3tASkpKSkrKmKSMScqxYysfumGfC5+/6apXbRmTlJQxGZMxSUkZkzFJGZOUMUlJGZMxGZMxGZMxGZOUlDFJGZOUMRmTlJSUlJSUMRmTq161Zc9Lr/Pu918uZUxSxiQlJSUlJSUl5fXXHPDb/8c+KSkpKSkpKSmpRUrKha/d697fOSS1SEktUouUlJTU4rwr9nrgpoNSi9QitUgtUovUIrU4fc+m43fe4pulFqlF6iSpxV97/gs8cWTl20nt2rXr+2zYtesHYB5ZOeX8DTtSa6m11FrKNx5Y2XH6nk2pE6Sk1lJSHvvyymNfWTnr4k07UlJSUlJSUlIefXDlwc9te/kbtuxIraWkpKSMyRf/ZJvyggs2paSkpKSkpIxJysNHVz50wz4XPn/T1ZdsGZMxGZMxSUlJGZMxGZOUMRmTMRmTMRmTlDEZDYpc8wAAIABJREFUkzEZk5SUMRmTlDFJGZOUlDEZkzEZkzEZk5SUMfnJn9hrz0uv8+73Xy5lTFJSxiQlJSUlJeVHfmTDy/bsdeP790ktUlJSi5SUlJSUl//8lk995FekpBYpKSmpRWqRklqcefGmB246KLVILVKL1CK1SC1STj33Bb7xxZUdqaeUWqRO8sSRlW+W2vU01dDQ0NDQ0NDQ0NDQ0NDQ0NDQ0Nj1NDHs2vU9kPqOnjiycsr5G/4iqbU/v3/l1HM3PCkldYKU1NrRu7f98DkbUlJSUlLf1lc+t+2052w44+wNqUVKai0l5ZGHVj52036XXrklZUxSUsYkJSUlZUw+8elDLnz+pqsv2ZIyJikpYzImYzImYzImKWMyJiljkjImYzImKSkpKWMyJmOSMiZjMiYpYzImKSkpKSkpYzImKWPyUy/Z68z/ZsOvv/9yKSljkpKSMiYpKSkpr7/mgM/cedD992xLSUlJSUlJSS1Szjh7wzkv3nTv7xyUkpKSWqSkFqlFSsp5r7vOsbtvsSO1SC1Si9QitUgtzv5bex2/c9vjX1zZkVqkFqmnlHLqqzfNIys7Urue5hoaGhoaGhoaGhoaGhoaGhoaGhq7niaGXbu+x1JrKU8cWTnl/A2ptdRa6gSpxdfvvMVpezalTpCSOkFKypduPOSFv7gldZKUlJSUlHtvPeTlb9iSkpKSkpKSkjIm99+z7dlnbnjBBZtSUsZkTFLGZExSUm6+bb97j2y7+pItKWOSMiZjkpIyJikpKWMyJiljkjImKWMyJmMyJmMyJmMyJiljMiYpYzImKWMyJmMyJmMyJmMyJiljkpLyC1cdEHzohn3GJCUlZUxSUlJSUlJ+5toDPvvxQ1JSUlJSi5SU1CLl5W/Y8qkP77cjtZZapKQWqUXKeVfs9cBNBz325ZUdqUXqu3Lank3H79j2rVKL1CK1SK2dcv6GJ46s7PqvQ0NDQ0NDQ0NDQ0NDQ0NDQ0NDQ2PX08Swa9f32fzCyreTWkudIOX4HdtO33OZHSmpE6SkpBaPfXnl6Ke2PfOcDTtSUlJSUlJSUh59cOX4V1ee96JNKSkpKSkpKSmPPLTysZv2u/TKLSkpKSkpKSkpY3Lf57fd+QcHvemqA1LGJGVMUsZkTMYkZUzGZEzGJGVMxmRMxuRrf7Zy+z0H3X7PQR/95H7vvW2f9962z0c/ud9HP7nf7fcc9McPbBuTlDFJGZMxSRmTMRmTMUlJSRmTlDFJGZPrrzns6MMrn/j0QSkpY5KSkpIyJikpF71yryN/uu3+e7alpKSkpBYpKanF8160KXjws9tSUlKL1CIltUgtUs69cq+jd29LLVJrqUVqkVqkFqfv2XT8zlukFqm/lFPO3/DEkZXvJHWC1K5du74Hhl27fgBOOX/DjtQJUmupEzz+wErqBCmpk6Q89uWVZ56z4VnP3ZCS+o7u/Z1DznnxppSUlJSUlJSUlPvv2fbsMze84IJNKSkpKSkpKSnHjq188IZ9rr/2sOecviElZUxSxiQlZUzGZEzGZExSxuRrf7Zy+z0Hvf23L3fd++I9t+9z2z2H/OGXbrHjJc+9zEuee5kn/eGXbvGbd+933fvin/3GBT76yf3++IFtKWMyJikpKSljMiZjkjImKWOSMiZvuuqAD/6f+9z3+W1jkpKSkjImKSkpKZdeueX3btxvR0pKSkpqkZKSWrz8DVvu/Z1DdqSkpKSkFimpRWpx1ssvc+zuW+xILVJSi9QitUgtUk499wW+8cWVHalFapFapBapRWqRWswvrOxILVKL1AlSu/4LamhoaGhoaGhoaGhoaGhoaGhoaOx6mhh27fo+SK3NIyvfLHWC1FpKyjceWNlx+p5NKakTpKSkpBZH777FuVfu9c1SUlJSUlJSvvKH2y587XV2pKSkpKSkpDzy0MrHbtrv0iu3pKSkpKSkpKSkfPCGff7GS/c6+4wNKWMyJiljkjImY5KSkpKS8scPbHvvbfu87abL/eGXbvHTP3adf/v36q1XHPbL//1hb7nkgDe+bMtlF+x12QV7vfFlW974si1vueSAt15x2L/9e/XWKw7b8W9u3+ef/cYFfvP39xuTMRmTMRmTMUlJGZOUMUkZk5Szz9hw/TWHffCGfVJSUlJSUlJSUlIueuVeD39t5f57tqWkpKSkpKSkpKRc+Jq97r31oEcfXNmRklpLraUWKeddsdcDNx302JdXdqTWUovUIrVILc7+W3sdv3PbX9Wpr940j6zsevpraGhoaGhoaGhoaGhoaGhoaGho7HqaGHbt+s+QWkt9W0984fNOfdWm7yR1gj+/f+XUczd8s5SU1ElSjt697ayLL5OSkpKSkpKSkvLgZ7cd/+rK8160KXWClJSUlPvv2fbsMze84IJNKSkpKSljMiZjctenDjr68MrVl2wZkzFJSRmTlDFJSRmTMRmTr/3Zytt/+3L/5vZ9nnPahl/7ufu85ZIDLrtgrzEZk5QxGZMxGZMxGZOUMRmT5z5rwxtftuXXfv4+b73isJR/+uEL/Obv7zcmY5KSMiZjkjImKWOSkjImL3z+prOeveFDN+yTkjImY5KSkpKSknLplVt+78b9dqSkpKSkFikpKSkXvnave3/nkNRaSmqRklqk1s69cq+jd29LraUWqUVqkTrBqeduePyLKztSi9QitUgtUovU4pTnb3jiC5+36+mvoaGhoaGhoaGhoaGhoaGhoaGhsetpYti16/sk9ZRSJ0mtff3OW5x67obUt5WSklo89uWVx76yctbFm74bD372Fhe+Zq+UlJSUlJSUlJTP3nHIpVduSUlJSUkZk5SUY8dW/sPt+/3CVQekpKSMyZikjEnKmIxJytf+bOW9t+3zthsv9xPP3fRrP3+fN75sy5ikjEnKmIxJSkpKSkrKmIxJypiMyZg891kb3viyLW+94rCHHln5px++wB99aduYjMmYpIxJypikpIxJSsr11xz2p1/Ydt/nt41JSkpKSkpKSspFr9zr4a+t3H/Pth0pKSkpqbWUlAtfc50/vfWglJTUIiW1SEktUlLOevlljt19ix0pqUVqkTpJanH6nk3H79iWWqS+a6ec/wJPHFlJLVK7du36ARl27fo+e+LIyinnv0DqBKmTpBaPP7DyjHM37EhJSX1bKY99eeWHz9mQkpKSkpKSkpKS8pU/3HbOSy6zIyUlJbVISbn/nm0Pf23lR39sU0pKSsqYpKSkfPCGff7GS/d64fM3jcmYjElKypiMyZiMyZh89JP7ve2my/31Z234tZ+/z9++aMuYjMmYjMmYjEnKmIzJmIzJmIzJmIzJmIzJmKSMyZiknPPMDW+55IC3XnHYb96933tv2yclZUxSxiRlTMYkJWVMxuQXrjrggzfsk5KSkpKSkpKSknLplVt+78b9UmspKSkpqUXK81606fTnbPjK57alpKQWKalFSmqRct4Vez1w00GptdQitZZapBYpp+25zPE7b/GtUovUIvVdS+16mmloaGhoaGhoaGhoaGhoaGhoaGjsepoYdu36HkqdIOWJIyunnL9hR+oEqZOkfOOLK6fvucy3SklJSUktjt59i7Mu3vTtpKSkpDz42W3Hv7ryvBdtSi1SUlJSi5Tfu3G/S6/ckpKSkjImKSkpd336oKMPr1x9yZYxSUlJGZMxGZOUMXnokZWPfnK/2+456K1XHPa3L9oyJmMyJmOSMiZjMiZjMiZjMiZjMiZjMiZjkjImYzImYzImY5KScs4zN7z1isOec9qGf/YbF/jjB7aljMmYjElKypiMSUrKC5+/6axnb7j5tv1SUlJSUlJSUlIueuVeD39t5f57tqWkFikpKSmpRcoLX3ude3/nkCelpBYpqbXU2pkXb3rgpoNSUovUWmqRWqQWZ/3sXkc/etCO1CL1lFKLlFPO3/D4x7Y9ldSup4mGhoaGhoaGhoaGhoaGhoaGhobGrqeJYdeuH7DUCVJSJzh+57Yfet6GlNR3lHL07m1nXXyZlJSUlNRJvvK5W1z4mr1SUlKLlJSUlEceWnn4aysXvXKvlJSUlJSUlGPHVj7x6UN+4aoDUlJSxiQlJSVlTB56ZOWjv7/fjv/t5+5zzjM3jMmYjMmYjMmYjEnKmIxJypiMyZiMyZiMScqYjEnKmKSMyZiMyZikjMkbX7blH11ywNtuutwfP7BtTFJSxmRMUlJSUlKuv+aw//CxX3Hf57elpKSkpKSkpKRceuWWz378kJSU1FpKSkpqceFr9rr31oMefXAltUhJraWkFikp573uOsfuvsWTUouU1CK1SK2lnHruhse/uPKtUovUInWCU1+96YkjKztSu57GGhoaGhoaGhoaGhoaGhoaGhoaGrueJoZdu77P5pGVU87f8M1SJ0lJ+cYDK6eeu+HUczc8KSUldZLHvrzy2FdWzrp40zdLSUlJSUl58HPbznnJZVJSUlKLlJSUz9xxyI9euCklJSUlJSUl5b7Pb9vxwudvShmTMUkZkzEZkzF56JGV99y2z3NO2/DGl21JSRmTMRmTlJQxGZMxSRmTMUlJGZMxSUkZkzEZkzEZkzFJGZMxGZMxGZMxeelf3/S//vx9/s3t+9x+z0FjMiYpKWOSMiZjMiYpb7rqgJtv3y8lJSUlJSUlJeWiV+71mTsPeuShlZSUlNQiJSUlJeXC1+71lc9tS0mtpaQWKam1867Y64GbDkpJLVJrqZOkFqfv2XT8jm07UovUU0r9paR27dr1PTbs2vU9ljrBE0dW/trzN3yr1Lf15/evnHruhqeSkpKS8tiXV374nA0pKSmpk6Q8+uDK8a+uPO9Fm3akpKSkpKSk3P+n2172yuukjElKypikpDx8dOU/3L7fVZdsGZMxSUlJSUlJeeiRlffcts9PPHfTG1+2ZUzGZExSUlLGZEzGJGVMxmRMxmRMxiQlZUzGZEzGJGVMUsZkTFLGZEzGZExSUs555oa3XnnYbfcccvs9B6WMyZikjElKSsqY/ORP7LXjvs9vG5OUlJSUlJSUlJft2et3b9wvJSUlJbWWkpLy3774MvfeesiOlJTUIiW1lpJaPPOcDUfv3rYjtZZapKQWqUXKM87dcPzOW6QWqbXUInWSlFPO3/DEkZUnpXY9DTU0NDQ0NDQ0NDQ0NDQ0NDQ0NDR2PU0MuxZHjhxx8803+6M/+iPfrbvvvttXv/pV/3+XekpPHFk55fwNTyV1kq/feYtTz92QkpKSekpH777FWRdv+mYpKSkpqcWf3nrIOS/elP+HPXiP1cQs7AP9/N4BG4MbY9d4jO2Bz5cktrGdBXMLlMwxgYI2raqGrNRI3c6xWtKk0aaqqoDSrjpMkmq3bYIardQuSaSZkSB/VFVCQ3e7gCufwZgN2CQ2Nhji24dvjG/jwTDEwM77W81XzZHHYxPoJqm1nOcpqU0pqZWUB+7a8NVDS6+8cE1KSkpKSsqY3HPfhrPOWLjkgjUpKSljMiZjMiaHnlz67U9e6/Jz1rzryt3GJGVMxmRMxmRMxmRMUsZkTMYkZUzGZEzGZEzGZEzGJGVMxmRMxmRMxiQlJSVlTMYkZftpC//0bdf75F37/fFDG1JSUlJSUlJSUt7xxt3+3f95rZSUlJSUlJSUlP/+f9jr8zfvk5KSkpKSkjrBJW9ed+TRpW88snRcSmpTSmolJeXMq9Y89LH9UptSK6lNqROcct4rqZOkTpI6wbYdC/O+pWdKbXkeaWhoaGhoaGhoaGhoaGhoaGhoaGx5nhi2+MhHPuJv/a2/5aMf/aif+7mf8xu/8Rv+NHfddZe//bf/tltvvdWWk6VOkpI6SUrqBC88b+GZUlJSUlJSnrh1w1lX7ZSSkjpJSsojd2y4+C27HJOSklpJSa38wUf3uOK161JSUlJSUlIOH176+I17vOONu41JypiMSUrKmIzJjXfud9n2Ne+6crcxSRmTlDEZkzEZkzFJGZMxSRmTMUkZkzEZkzEZkzFJGZMxSRmTlDEZkzEZkzEZkzFJGZMxGZOf+dG9/pePXeOPH9owJmMyJmMyJmOSknLJBWvOOmPhs7ftMyYpKSkpKSkpKVe8dt0XPrNPSkpKSkpKSkpqZftlaz73u3ukpDalpFZSUpvOumqnpw4uHZOSWkltSm1Krfzlv77uid/f55jUSVInSa1s27Ew71/a8vzW0NDQ0NDQ0NDQ0NDQ0NDQ0NDQ2PI8MXyfO3r0qN27d9u/f79/9a/+lX//7/+9vXv3Wi6Xnsu3v/1t//gf/2Nnn322Lc8tZd63tG3HwtOlnlVKypGbNpz+2p2+G08dXHricxtO275wXEpKSkpq5cijS0ceXXr5D69JraSkpKSkfO3xpa8eWrry6l2OSa2kpKSkfPa2/S7eseYHz1+TkpKSMiZjkvLhW/Z47OtLP3XFbmMyJmMyJmOSMiZjMiZjMiZjMiZjMiZjMiYpYzImYzImKWMyJmMyJmMyJiljMiZjMiZjMiZjMiYpY7L9tIV/+rbr/danrpWSkpKSkjImKSnveONu/+4/XSslJSUlJSUlJeWKq3f5/M37PVNKSkpKSsrFf2WXe27Y55iUlNRKSmpTSsr5b1/3xOc2PHVw6bjUptSm1Epq5ZTzFr794NJxqZXUptSzOnrflx2T+o5SW7Zs+TMyfJ/7xCc+4aUvfalLLrnEMWeddZYf+7Ef88lPftJzef/73+/Hf/zH/dAP/ZAt/0Xqe5J6Tt9+aCklJSUlJSUlJSW1ctr2hRefs5CSOkFKSsqRR5decvZCSkpqJSW1kvLAXRvOOHPhpS9dSElJSUlJOXx46ebb93n95bukpIzJmIxJSsqn7tznk3ft87Nv3GtMxmRMxmRMxmRMxmRMxiRlTMYkZUxSHj2y9OiRpdsf23DdA/tc98A+1z2wz22Pb7j9sQ2PHlkak5QxGZMxGZOUMRmTMUlJGZOUMUlJedXL1vzklbv9r//XNcYkJSUlJWVMUi65YM3FO9Z89rZ9UlJSUlJSUiuvuGjNVw8tPXDXhpSU1ElSUl7+w2tOP3vhkS9sOC4ltSkltSnlvLeve+LWDSmpTalNqZOc/to1R27acEzqJKlNqU3bLlg4ev/Slue3hoaGhoaGhoaGhoaGhoaGhoaGxpbnieH73OHDh1166aWe7vTTT/fHf/zHns1nPvMZn/70p/3CL/yCLX+6ef/Sth0LzyYldYJvPbR0zOmvXfPd+MpH93vR9oWnS0lJneC2393j3EvXHJOSkpKSkpLyhZv2e/Pbd0tJSUlJSUm598sbzjpj4QfPX5MyJikpKWNy6Mml37t1j599415jkpKSMiYpYzImKSkpYzImjx5Z+s/37/P+z13rvZ++xq5PXOg9N13jg3ftcduhA247dMBthw647sH9PnjXHrs+caF3fjTWD1zoQ3fucd0D+4zJmIzJmIxJypiMyZiMyZiMyZik7LxwXfDhW/YYkzEZk5SUlJSUd7xxt3/3n641JikpKSmplZSUN799ty98Zr+UlJSUlJTUCbZfuuaeT+yXktqUktqUklo560d2OnzrAcelpFZSUispqZWUF563cOTmA1KbUt9RyrYdr3RMalNqU2rL80BDQ0NDQ0NDQ0NDQ0NDQ0NDQ0Njy/PE8H3u6NGjxhieboxhzumZnnzySf/sn/0z73//+30/Sz2r1EmO3vdl2y5Y+E5SUlK+/eDS9+KJWzecddWalJTUCVJSUh6+Y8O5l+6U2pRaSUl58tDSVw8tveKiNSkpKSkpY3L48NJnb9/vHW/cLSUlJSVlTFI+fMsel52z5vJz1qSMyZiMyZiMyZiMyZiMyZg8emTpQ3fu8Z6brvHxB/c790ULf+ei3a778frQm+71/tdc7z2X7fWey/Z6z2V7veeyvd7/mutd9+N13Y/Xr7/meim3HTrgnR+ND925x+2PbUhJGZMxGZOUMUkZkzEZkzH5+2/c68O3vs+XvrIhJWVMUlLGJOWSC9ZcvGPNZ2/bJyUlJbWSkpJy5dXrPn/zPikpKSkpKSkpKSkXv2WXe27Y55iUlNSmlNSmlPPftu6hj+1zTGpTalNqU2rllPNeSW1KbUptSp1g246Fo/cvbXl+a2hoaGhoaGhoaGhoaGhoaGhoaGx5nhi+z5166qmOHj3q6eacXvCCF3imf/kv/6XLL7/cl7/8ZQcOHHDo0CGf//znfelLX7LlO0t9V1JOOW8hJSUlJSUlJSUltXLWVTs9XUpKatM3Hlk6/eyFcy9dk5KSkpJaSXny0NIZZy6kpKSkpKSkHD68dMwlF6xJGZOUMRmTlD9+aMMXD2742TfuNSZjMiZjMiYpY5IyJmPy6JGl9376Gu+56RopH3zzvd7/muutL3Z79RlrUsZkTMZkTMZkTMZkTFJefurC+mK391y21wfffK+UX7/9WusHLnT7YxvGZEzGZEzGZExSUsZkTM558cI/fdv1PnzLHmOSkjImKSljkvKON+728Rv3SElJSUlJSUlJueK1677wmX1SzyolJeXlP7zm9LMXHvnChuNSUlKbUlKbTtu+8NTBpeNSm1KbUpv+8l9f98Tv73NMalNqU2pTamXbjoV5/9KWLVv+Yg3f58455xy33367p3viiSdcffXVnullL3uZI0eO+J3f+R2/8zu/48EHH3TgwAGf+tSnbPkvUic4ev/Sth2vdExK6jv6+s0HvOS1a74bTx1ceurhpbOuWpOSkjpBSsrdN+z3krMXUispqZWUlJQ/+OgeV752l5SUlJSUlJSP37jHO964W0pKSkpKyqEnl37rU9f6+z+615ikjMmYjMmYjMmYjMmjR5Y+dOce77npGj9y5poPvele64vdxmRMUsZkTMZkTMZkTMZkTMYkZUzGJGVMXn7qwvpitw+96V5/58Ldfv32a73309cYk5QxGZMxGZMxSUkZk1e9bE3w4Vv2GJOUlDFJSUm55II1Z52x8Ie37ZOSWklJSUlJ2XHRTp+/eb9jUlJSUlIn2X7pmns+sV9K6gQpqU0pKWdeteapg0spqU2pTalNqZVTzlv49oNLx6X+VNt2LBy9f+m41KbUlueJhoaGhoaGhoaGhoaGhoaGhoaGxpbnieH73Ote9zrHHDhwwDF33nmnT33qU370R3/UMbfeequvfOUrjvmH//Af+sAHPuADH/iAD3zgA6688kr/4B/8A9dee60tz+7o/UvPlJKSOsm3H1o65bxX+tOkPHVw6UXbF1InSElJraQ8cseGH/mbux2TWklJraQ8eWjpq4eWrrh6XWolJSUl5fDhpSe+unTJBWvGZExSxiQl5ZN37XfZOWte9bI1KWOSkpKSMiZj8uiRpV+/7VopH3rTvdYXu43JmIzJmIzJmIxJypiMyZiMyZiMyZiMyZiMyZiMScqYvPPcdR96071+5Mw1uz5xodsf2zAmKWMyJmMyJmOSkvI///j1Pnzr+zz+taWUlJSUlDFJed3lu9xz3wEpKSkpKSmplSuvXvfVQ0tfe3wpJSUlJSUlJSXl3Mt2uueGfY5JSUlJbUpJbTrrqp2+8rH9jktJbUptSp3gyE0bnk1qU2pTauXo/Utbnr8aGhoaGhoaGhoaGhoaGhoaGhoaW54nhu9zYwy/9mu/5p/8k39i165dfvqnf9q/+Bf/wtlnn+2Yf/2v/7Ubb7zRlu9e6gTbdiw8l5SUlJRvPbh06ssXUlJSUlJSUlIrT9x6wFlXrTkmJSW1KSW18vAdG1JSK6mVlJSUJw8tnXHmQkpKSkpKSspnb9vvkh1rUlJSxiRlTA49ufTJu/f52TfulTImKWMyJmMyJo8eWfrQnXu856ZrvOfyvdYXu43JmIxJypiMyZiMyZiMSUrKmIxJSsqYjEnKmIzJmIzJmIzJmKwvdvv111zv12+/1ofu3GNMUlJSxiRlTMYk5SevfJ8P37LHmKSkjElKSsrrL193930bDh9eSklJSUmtpKS84uI1//dH90hJSUlJSUlJSbnkzetOP3vhG48sPV1KSmpTSsr5b1/30Mf2OSa1KSW1KbUp5fTXrvnWQ192TGpTalPqJNt2LByTek6pLf8NNTQ0NDQ0NDQ0NDQ0NDQ0NDQ0NLY8TwxbvOENb3DjjTf6t//23/rMZz7jne98p+P27t3rp37qpzybD3zgA972trfZcrLUf5VvP7R0ynkL340nbt1w2vZXSp0gJbXpG48snX72wrmXrklJraRWUit/8NE9rnjtLikpKSkpKYcPL918+z6vu3yXlJSUlJSUD9+yx2XnrBmTMRmTMRmTMRmTR48sfejOPT53aMOH3nSvl5+6MCZjMiZjMiZjMiZjMiZjMiZjMiZjkjImYzImYzImY5IyJmMyJmMyJmPy8lMXfv011/vcoQ3v/fQ1xmRMxiRlTFJSxuRdV+72xYMbvvSVDWOSkpKSkpJy8Y411924R0pKSmolJSXliqt3+fzN+3y3tl+25uE7NqSkpE6QkjrBadsXnjq4dFzqBKlNqZWXvHanbz+0lNqUek6plW07FuZ9S0+X2rJly5+jYcumF7/4xcYYtvzZSJn3L23bsfDd+NZDS996aOmU8xaeS0pKauW07QvHpaQ2paTcfcN+2y9dk1pJSUlJSfna40v3373hjDMXUlJSUisphw8vHfOD569JSUlJGZNDTy598eEN77pyt5QxSRmTlDF59MjSdQ/sd+6LFt7/muuNyZiMyZiMyZiMyZiMyZikjMmYjMmYpIzJmIzJmIzJmIzJmIzJmKSMyZiMyZicd8rC+19zvXNftPDeT19jTMZkTFLGZExSxuQnr9rtk3ftlzImKSkpKSk//Y69br59n5SUlJSUlJSUV1y05gfOXHjgrg0pKSkpKSkpKSnnXrrTw3cc8HQpKakTpKScedWaJ27dkJLalJLalNp0ynkLR27acFzqBKlNqU3bdizM+5e2PH81NDQ0NDQ0NDQ0NDQ0NDQ0NDQ0tjxPDFu2/Dk6ev9SSuq7csp5C8fDfCMwAAAgAElEQVSlpKSkpDY9dXDpqYeXzrpqTUpqU0pqJeWROzZc/JZdUlIrqZXUypOHlnZcvOaVF65JraSkpKR89vb9XveqdSljkpKSkvLhW/a47Jw1209bGJOUMRmTMXn0yNJ1D+yXsr7YbdtRxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMxiRlTMZkTN572V7nvmjhvZ++xpiMyZiMScqYpOy8cN0XD2740lc2pKSMSUpKSsrFO9Z89rZ9UlIrKSmplZQ3v323L3xmv5SUlNRKSkpKyiVvXnfPDft845GllNQJUlJSm866aqfDtx7wdKkTpDal/KWr13zroaVjUidIfddSW55nGhoaGhoaGhoaGhoaGhoaGhoaGlueJ4YtW/6cbduxcExKSkpKSkpKyv/zwNIp5y2kpL6jpw4uHZPalJLalFp5+I4Nf+kvLxyTklpJSUl54K4Ddly0JrWSkpKScvjw0s2373PJBTulpIxJSsrjX1v64sMb3nXlbikpYzImKWNy3QP7pawvdhuTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTlDEZkzEZkzEZk/dette5L1p476evkTImKWOSkjImP3nVbh++ZY+UlJSUlJSU112+y2dv3y8lJSUltZKScuXV6z5/8z7PlHpWF79l3cN3bDgmJSUldYKUlPPfvu6hj+1zTEpqU0pqU2rTKectfPvBpadLnSB1gm0XLBy978ueS2rLf2MNDQ0NDQ0NDQ0NDQ0NDQ0NDQ2NLc8Tw5Yt/xVSf6qj9y9t27Hw3fr6zQecct7Cc0lJSXni1gNetH3hmJTUppTUyjceWTr97IXTz15IraSkpFZSHrh7wysu2iklJSUlJeXw4aWLd6z5wfPXpKSkjMmY/Ic/2uOyc9ZsP21hTMZkTMZkTP7z/ft8/KF91he7jcmYpIzJmIzJmIzJmIzJmKSMyZiMyZiMyZiMyZiMyZiMyZiMyZiMyZiMyZiMScqYjMmYjEnKmLz3sr2Ouf2xDWMyJmMyJmOSsrZY99jXlx7/2lJKSkpKSsrrL1936KtLhw8vpaSkVlJSUlJ+4MyFB+7akJKSkpKSkpKScu6lOz18xwGpk6SkpE5w2vaFpw4uPV3qBKkTnP7aNUdu2nBc6gSpE6Rs2/FKR+9fOia1ZcuWvwDDli3PIy88b+GZUlInOeuqNalNKalNKQ/fseElZy+kVlIrqZWUJw8tffXQ0isvXHNMSkpqJeXjN+7xust3SUlJSUl5/GtLn7x7n50X7pKSkpKS8uiRpQ/evcd7LttrTMYkZUzGZEzGZEzGJGVMxmRMxmRMxmRMxmRMxmRMxmRMxiRlTMZkTMZkTMZkTMZkTMZkTMZkTFLG5D2X7/Wem67xyDeWxiQlJWVMUn7sonUfvmWPlJSUMUlJSbl4x5rrbtzjmJSUlJTUpje/fbcvfGa/lJTUc7r4r6y754Z9UlJSUlInSElJOfOqNU/cuuGYlNSmlNQJUl543sKRmw84JnWC1AlSm47ev/RsUierLX/BGhoaGhoaGhoaGhoaGhoaGhoaGlueJ4YtW/6czPuWvhdHbtpwynmvlJKSkjpJyhO3bjjrqp2OS21KSa3cc8N+51665pjUSmoltfLkoaUzzlxISUlJraQcPrz0xFeXXn/5upSUlJSUx7+2dNn2Na962ZoxGZMxGZMxef/nrvVXX77u1WesGZOUMRmTMRmTMRmTMRmTMTn41NIfPrnhPz62z/u+fK1333WNn/jChV59S7z6lnj1LfHqW+LVt8RPfOFCP/GFC/3Mndf4zYf2+MMnN4zJmIzJmIzJmIzJmIzJmIzJmKScd8rCL16+1/s/d60xGZMxGZOUlHddudsn797n0JNLKSkpKSkpr798l5tv3yclJSUlJSUl5cqr133+5n2eLiUlJSUlJeX0sxcevmPDM6WkpE5w1lU7Hb71gNQJUidISa2cct4rHZM6QeoEqU3bdiwck/quxJa/aA0NDQ0NDQ0NDQ0NDQ0NDQ0NDY3v6Otf/7p/82/+jV/6pV9yww03eC6PPfaY3/iN3/BLv/RLPv3pT9vyvRu2bPmvlPpTbdux8N1IrZz68oXnkpJaeeJzG07bvpCS2pTalFo599KdUispKSkpKX/w0T1ecdGaY1JSKykphw8vnXXGQkpKSkpKyodv2ePHLtwlJSUlZUz+8/37PPzU0vpitzEZk21H2XaUMRmTMRmTMTn41NL/8eg+P3PnNX7iCxfafd+1Pvv1A1734p1+7pzd9i6ud9sVddsVddsVddsVddsVtXdxvV89f6+/8dJdUv73g3u8+pZ4953X+M2H9jj41NKYjMmYjMmYjMmYjMmYjMk7z10XfOjOPVJSUsZkTMbkLRet+9LBDSkpKSkpKZdcsObMH1i498sbUispqZWUlJQfOHPhgbs2pKSkpKSkpKSkbL90zT2f2C8lJSV1kpSU89++7qGP7XNcSuoEqRP8pavXPPEf9nm61AlSJ9i2Y2Hev7Tl+auhoaGhoaGhoaGhoaGhoaGhoaHxHf29v/f3fPOb3/T2t7/dr/3ar/nIRz7imf7kT/7Eu971Li996Uu9/e1v9yu/8is+9rGP2fK9GbZs+f8gJfU9S0lJSa18+6GlU85beKaU1KanDi6dtn3hxecsHJeSWklJOfLo0pFHl869dE1KSmoltZJa2XHxTimplZSUlM/evt/FF6xJSUlJSXn8a0uPHVnaeeG6lDEZkzF55BtLH7x7j/dctteYjMmYjMmYbDvKmGw7ysGnln7zoT3efdc1fv/Qfn/jpbvcdkV99Ifu9c/P2+tvnrHuDaetueAFC2MyJmMyJmNywQsW3nDamr95xrqff9lu+xbXu+2K+ufn75XyE1+40F/7/IV+68E9xmRMxmRMxmRMxiRlTN5z2V4fvPt9xmRMxiQlJWXnhbv81o3XSklJSUlJSXndq9Z99vb9UlJSKympTa+4eM0XPrNfSuo7OveynR6+Y8MzpaSkpE5w2vaFpw4upU6QkjpByinnLTxd6gSpk2zbsXD0/qVnSm35PvJHf/RHjhw54h/9o3/krW99q1/+5V/227/9257pnnvu8a53vcuuXbu89a1v9e53v9vHPvYxW743w5YtfwZSUispKfP+pW07FlJSUlJSJ/nWQ0vfemjplPMWjktJneSpg0sv2r5wXGpTatORR5decvZCaiW1klpJ+drjS189tPTKC9ekVlJSUlKe+OrSJRfslJKSkpJy4537XXbOmpQxSUlJuf2xDee+aOHVZ6wZkzEZkzEZkzE5+NTSbz60x7vvukbK3sX19i2u95M/sG5MxmRMxmRMxmRMxmRMxmRMxmRMxmRMxmRMLnjBws+/bLfbrqi9i+vd/PUNf+3zF/rDJzeMyZiMybajjMm2o4zJy09d+KsvX/ehO/dISUlJSbn8nDWXbV9z4537pKSkpKSkvONHd7v59n2OSa2kpFZSUl5x0U6fv3mf41JSUlJSUlIuefO6I48tfeORpZSU1ElSUlLOvGrNE7duOC4ldYKU1KZTzlv49oNLqROkTpKSOklqy/NIQ0NDQ0NDQ0NDQ0NDQ0NDQ0ND4zndd999Lr30UsddeeWV7rzzTnNOT/eqV73KL/zCLzjmySef9Pu///uuuuoqW743w5Ytf4ZSm47e92XbLlj4bp1y3sIxKamTpKQ8cesBp21fSEltSm1KefiOA869dM0xqZXUSkrK/XdvOOPMhdRKSkpKyr1f3nDoq0s/eP6alJSUlDH54sENOy/cJSUlZUwePbL0wbv32LXYbdtRxmRMxmRMxuTgU0s/c+c1Uj76Q/f6+ZftdsELFsZkTMZk21HGZEy2HWVMxmRMxmRMxmRMxmRMxmRMxmRMxmRMLnjBwr7F9X71/L1233et9335WmOy7ShjMiZjMiZj8t7L9vrg3e/z6JGlMUlJSUl5y0W7fOngASkpKSkpKSkX71jzh7ftk5KSkpKSknLF1et+4MyFrz2+lJL6ji5+y7qH79jwdCkpKakTnPUjOx2+9YCU1AlSUic5/bVrjty04elSJ0lt2rZj4ej9S1uenxoaGhoaGhoaGhoaGhoaGhoePPC/uemXf9hNv/zDnss3vvENp556quPGGJI4evSoZ3PddddZX1/3xS9+0Zve9CZbvjfDli3PA99+cOmU8xZSzyq16U8eXjpt+8JxKamVlNTKI3ds2H7ZTqmV1EpKauULN+33iovWHJOSkpKScs99B1yyY01KSkpKype+suGxry9dfs6aMUkZk5TbH9vwIy9d89+9dE3KtqOMyZiMyW8+tMe777rGr56/18+/bLdtRxmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMUkZkzEZkzEZkzEZkzEZkzectuZjP3iv81+w8Nc+f6GDTy2NyZiMyZiMScr/eNH7fOiuPVLGZExSUtYW6264e5/Hv7aUkpJaSUl53eW73HPfASkpqZWU1ErKKy5e88BdG45LSUlJSUlJOffSnR6+44CUlNRzSlH+5ODS06WkTpKS8sLzFr710Jcdk5I6Seok876lY1JbnmcaGhoaGhoaGhoaGhoaGhoaXn7N/+Tq933J1e/7kucyxjDn9HRtjTE8m7e97W1+93d/16/8yq/4u3/379ryvRm2bPlztG3HK/1pUr794NKzSUmd4KmDS2ddtdMxqU2pTSlff3QptZJaSW1Kuf/uDTsu3iklJSUltXL3/Rted/kuKSkpKSlfPHjAj120bkxSUlIePbL0wbv3eOe5u4zJmIzJmIzJbz60x0cO7bN3cb03nLZmTMZk21HGZEzGZEzGZEzGZEzGZEzGZEzGZEzGZEzGZEzGZEzGZEy2HWVMxmRMxuTnX7bbr56/17vvusYfPrlhTMZkTFLGZH2x28cf3OeRbyylpIzJmKS85aJ1f/yVDSkpKSkpKa971bqbb9/nmNRKSmolJWXHRTvdf/cBKSkpKamTXPxX1t1zwz5Pl5KSkpKSWjn/7eue+NyGY1JSJ0lJbTrlvFf69kNLqWeVOskpb1pz9P6l1HeU2vL/U2eccYYjR4447vDhw174whfatm2bp/vKV77itttuc9xb3/pWBw8e9M1vftOW796wZcufk6P3L30nKamVbz30ZS957ZqnS50gJeWJz204bftCalNqJSXlyKNLwbmXrkmtpFZSUr72+NIPnLnwygvXpKROcPjw0hNfXbrkgjXHpKSkpHzx4IbLz9kpJWVMUm5/bMOPvHTNq89YMyZjMibbjvIfH9vnI4f2+dgP3mvHtoUx2XaUMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTMRmTN5y25lfP32v3fdcakzEZkzEZkzH5qy9f9zt37pGSkpKScvk5O33x4AEpKSkpKSkpZ/7Awr1f3pCSklpJSa1cefW6z9+8z9ceX0qdICUlJSXl9LMXvvHIUkrqO0o5bfvCVz66zzOlpE5y6ssXjty04ZlSUs8ptjxfNTQ0NDQ0NDQ0NDQ0NDQ0NDQ0NJ7T61//ejfccIPHHnvMMb/3e7/nne98p+M+85nPOHz4sPvuu88v/uIv+uY3v+mY66+/3vnnn+/UU0+15bs3bNnyFywl9ZxSUidIrTx1cOm07QsvPmfhuNRKatORR5decvZCaiW1kpJa+eoTS2ecuZDalJKScvjw0llnLKSkpKSkPP61pce+vnT5OWtSxiRlTD7+4H7vPHeXlDEZkzE5+NTSBw7usXdxvTEZkzEZkzEZk21HGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxecNpa371/L1+5s5rjMmYjElKyjvP3eXjD+4zJikpKSk7L1x3w937PP61pZSU1EpKysU71nz29v2OSa2kpFZSUnZctOb+uzcck5KSkpI6wfbL1jx8x4ZnSklJSUmtnHnVmuNSUlInSUk5/bVrvvXQ8v9lD/5j47wPO8+/P99HovUrkijTGoYipceWAljajeXCdtheGs+4SHZzfxRdBsm1WSxiBmm3LcICe3ftlSgKqELvLhf0hyeLdIs2aEUDPRQZd6/1BijQNC1nGnucppT3/IMrubaUR6JEk/pB6gcpUZKf7+cwz4FT0ZJsuY1TeT2vF9eTuSUZkv6U/PgxOu5MFlhggQUWWGCBBRZYYIEFFlhggQUWWGBxS1u2bGHfvn185jOf4Qtf+AJPPfUUv/RLv8Syn/u5n+OFF15gcHCQj3/84/z4j/84P/MzP8Ov//qv88QTT9DxzgQ6Ot4l+VRGMpByPZmbWvy7OhseLiNzA5m2y7MZ15MpyLTJMHuoQe/9FVpkCjLIFGT4b999koGdFVpkkEEGGWQ4erzBzv4KMsgUZJDh2VefZHepggwyyBAinLqUMbuU8UObKoQIIUKIECLsO/Z5/vdtBxhIUpIcQoQkhxAhRAgRQoQkhxAhySFECBFChBAhRAgRQoQQIUQIEUKEJIcQIUQIEUKEECFECBFChBAhySFESHIIEUKEwbUVHllX4d+/+hgyhAghQojw4OYKpTUpL52tEyKECDLIIMPH7hvmlZk6MsgggwwyyLCrv8zEy2PIIIMMMgUZZAr/8uHHOfFaAxlkbiCDDDL03l9m9lADGWSQQeaWtjxQ5twLDWRuSgaZFbr6Uq5OZ8ggc0sybflUxluR6fhnYoEFFlhggQUWWGCBBRZYYIEFFlhggQUWb+knfuInGB8f5w/+4A/48z//c3p6elj2/PPPUy6XafnFX/xFvvnNb/K1r32Nv/7rv2bv3r10vDOBjo4fABlk3pLMCjLItMkgw5pSSotMQaZNpnDqUJ3S7jIyBRlkCjLIcGE+Y/t9ZWSQQQYZZJDh6FSdXf1lZJBBBhlkODxTp3zv44QIMsggw19NPcm/7h1GhhAhRAgR/v2rj/GR9RV+eE2FJIcQIckhREhySHIIEUKEECFECBFChBAhRAgRQoQQIUQIEUKEECFECBFChBAhRAgRQoQkhxAhREhyCBGSHEKEJIckhxBhpGcfGJ6/UCdECBFChBDhc/ft41snn0QGGWSQQYY9W8t8+7UnkUEGGWQKMnxkzzDdG1POnctokSnIIFOQYft9FSYnxlgmgwwyyCDTtvNHhzn67TFuRgYZZJBBhrWllOlvjnE9GWSQuamuvpRL361zKzLItCUDO7gVGWQ6Ojq+jwIdHe8ymbckw7XpjK6+lGUyK8gU5l9osOWBCjIFmTaZggwLpzNkCjJtMoULcxnn5zJ23FtBBpkV5s9nzJ3P+NC2CjLIIIMMZy9mnFnM2LO1ggwyhAgyvDhX58HNZWSQIUR4/kKd6asZI3fvI8khySHJIURIcggRQoQkhySHECFECBFOXss4eS3jby/XeWpxjKcWx3hqcYynFsd4anGMpxbHeGpxjO8s1fnOUp2T1zJChBAhySFECBFChCSHECFECBGSHEKEJIckhySHL96zj1879nlChBBBBhk+2TvMX54c4/RihgwyyCBD+d5hzixknL2YIYMMMsgggww7ByocPV5HBhlkkCnIIMOm7pSN3SkXz2bIIHMDGWSQYUNPyqVTGTLIIIPMTW15oELL0kyGDDK3JIMMXX0pNyODzG2T6bgDWGCBBRZYYIEFFlhggQUWWGCBBRZYYIFFxx0i0NHxLolTGav6U96KTOHqdEZXX0qLzAoybfMv1llb2kGLTJtMQYbF0xkCeu+vIFOQQaYgw4W5jE3dKdeTQQYZzp3L2LIppUUGGWSQ4ezFjHvWp8ggQ4ggw8tn6swuZfzQpgohQogws5Tx+6/v5//oO0CIkOSQ5BAiJDmECEkOIcLJaxlPLY7xv8x/ns+ceYy+18Wnzz7Gp88+xn84/3lql57kuSsNnrvS4LkrDZ670uC5Kw1ql57kty7u57cu7mfw1L30vS4GT93L4Kl7+e0L+/ntC/v528t1QoQQIUQIEUKEJIcQIckhRPjhNRUeWVfh96f3EyLIIEOI8K8+OMy3TjyJDDLIIIMMu0sVXpmp0yKDDDIFGXb1lzk61UCmIFOQQaYgw/adFU68VmeZDDLIIINMW2l3hdlDdW5FBhlkkGFtKWX+hTo3I4MMMm3rHy6zONFgmQwyt5QMpORTGS0yyCDTcYewwAILLLDAAgsssMACCyywwAILLLDAAouOO0Sgo+NdIPOWZJApXJ3O6OpLaZFZQWYlw9pSikybTEGmsHg6o0WmINMmgwwnXmswsLOCDDLIIIMMMvzls/vZ2V9BpiCDDDL82f+7n91bK8gggwwy/N+v7edf9w4jgwwhwn89X0eGH15TIckhySFESHIIEaavZvz2hf185sxj/M/nPs9zVxp8dHWZn7rrcf508zgHt3yP57u/x/Pd3+PpTeN8dcMBvrrhAF/dcICvbjjAVzcc4OlN4zy9aZynN41zusecusf82aZx/uMHDiDDiTcyfuvifgZP3ctvX9jPE+f3k+QQcggRkhySHJIcQoT/s+8Avzfza8wsZYQIIYIMe7vL/NGRX0MGGWSQQYY9W8scmmkgU5BBBpnCR/YMM/HyGDLIIIMMMgUZZBi4r8zUkQYyyCBzAxlk6L2/zOyhBjLIIIMMMsjcoPuBCkszx1gmgwwyb0kGmbeVDKTEqQyZjjuQBRZYYIEFFlhggQUWWGCBBRZYYIEFFlh03CECHR3vknwqIxlIeTOZFa6dzGiRWUFmBRnmX6yzbmvKMpmCTEGGxdMZ63tSWmQKMsi0nThSZ/t9ZWRuIMP8+Yxd/WVkkEEGmcLh2Tp7tpaRQQYZZHhxrs6Dm8uECCHCzFLGvuOf54s9+wgRQoQQIclh+mrGE+f38+mzj3HijYxfWrePpzeO89UNB/i3q4f5t13DfCypkOQQIoQIIUKIECKECCFCiBAihAghQogQIuxQyseSCqNr9vHVDQd4etM4f7ZpnBDhuSt1+l4XT1zYT5JDiBAihAghQojw81t/jd+f3o8MMsjwP5aGKa1NOXUpI0SQQQYZHr1vmGeOjCGDDDLIIINMYedAhYMvjyFTkCnIIFP48EPDTE6MIdMmgwwyyLTt/NFhjn57jNshw5YHyizNZsggc0syyPCBhyrMPz3G25FBhlX9KflURkdHxw9GoKPj+0zmlmRuqqsv5XoyK8iwNJOxtpSytpTSIrOCTGHhzDF6768gU5BBpiCDzAoyyCCDDPPnM1o+tK2CDDIFGc5ezOhZn/Iv7qkggwwyvHS2Tmltyg9tqiBDiDCzlNHXlTK4tkKIECJMX8144vx+Pn32MYLh+e7v8TvrD/CxpEKIkOQQIoQIIUKIECKECCFCiBAihAghQogQIoQIIUKIECKECCFCiBAihAgpKb+8dh9Pbxrn+e7vIcPgqXt54vx+khxChBAhyWFg1Q6+MTdGiBAihAgy7N1c4aWzdWSQQQYZZOhZn/Lsq2PItMkggwyP7Hmco8cbtMgUZJApyCDDxu6UqSN1ZJBBZgUZZJBhQ0/KpVMZMsgggwwyyCCDTGHbJ4aZ/uYYNyODDDJtXX0ptyKDDDId7xEWWGCBBRZYYIEFFlhggQUWWGCBBRZYYNFxhwh0dHwfyRTyqYxkIOV2XDuZcT2ZFWQKl2czlsm0yaxw6lCd0u4yLTJtMoULcxnn5zJ23FtBBhlkkEGGc+cytmxKaZFBBhlkeOX1OvdsSJEhRJBBhpfONti7uYIMIYIMz19o8G82DZPkkOTw+pWM/3Xu85x8I+PpjeP88pp9JDmECEkOIUKIECKECEkOIUKIECKECCFCiBAihAghQogQIoQIIUKIECKECCFCiBAihAghQpLDDqWMrtnH0xvHCYYfnr2X6asZSQ4hwtDGYfq6UmaWMkKEEEGGvd1lXpprIIMMMgUZHr1vmMMzDWSQQaYgg0xh4uUxZJBBBpmCDDKF7Tsr/LfvPsn1ZJBBBpm20u4Ks4fqvBNLMxkyyCCDzC119aVcnc5okUEGmVtKBlLyqYyOO48FFlhggQUWWGCBBRZYYIEFFlhggQUWWHTcIQIdHT8gMjeQ4er0MdY/XKFFZgWZNhnWlFJk2mQKMgUZZg/V+cDdKTIFGWQKMlyYy9jUnSJzU0ePN9jZX0GmIINM4ZnXnmT31gotMsggw0tn63yy93FkkCFEOLhQ5yPryoQISQ7/+eKTbFfK76w7QEpKkkOIkOQQIiQ5hAghQpJDiBAihAghQogQIoQIIUKIECKECCFCiBAiJDmECCFCiJDkECKECEkOIUKIkOSQkvLLa/bx1fUH+J9OP0aSQ5JDiPDIugrPX6wjgwwyfLJ3mL88OYYMIYIMMshwz/odPHNkDBlkkEGmIMNH9gzTvTHl3LmMFpmCTJsMA/eVaZFBBpkbyCBD7/1lZg81kEEGGWSQQQYZZJBBhrWllPkX6twOGTY8XOHSd+vIdLzHWWCBBRZYYIEFFlhggQUWWGCBBRZYYIFFxx0i0FGYmpriW9/6Fq+88gpv55VXXuFb3/oWWZbR8Q9kbknmBjIryKwg0ybD/AsNtjxQYZlMQaYgw+LpjA09KRt6Ulpk2mQKJ15rMLCzQosMMsgggwxHpurs6i8jg0xBBhnOLGbs2VpGpiDDqUsZs0sZD26uECKECK9fyZi+mjG4toIM/3F+PyffyPjdtQdIckhySHJIcggRkhxCDiFCkkOIECKECCFCiBAihAghQogQIoQIIUKIECKECCFCiBAihAghQpJDiBAihAhJDkkOIUKSw6Ohwv+2dh8/eeoxQgQZPrKuzMGLDUIEGWSQYW93hW+dGKNFBhlkKN87TM/6lLMXM2SQQQaZggw7ByocnaojU5BBBhlkCh9+aJjJiTFk2mSQQQaZFWYP1bld3Q9UWJo5xs3IIIMMMv8oyUBKPJ7R0dHx7gt08I1vfIOf+lsF+tAAACAASURBVKmf4i/+4i/4+Z//eb7yla9wK0888QS/8Au/wF/91V/x0z/90/ze7/0eHTeKxzOSgZQWmRvItC3+XZ2uvh1cT6ZNpnB5NmOZTEFmhcXTGet7UmTaZJApyHDiSJ3N3TuQQQYZZJBBhqNTdbZsTGmRQQYZzl7MwLBnawUZZJDh9GJG75oUGWSQ4b9eqLNtdUqIMH0147mlOv9p7QFWXYNVb0CSQ5JDkkOSQ4iQREhyCBFChBAhRAgRQoQQIUQIEUKEECFECBFChBAhRAgRkhxChBAhRAgRkhxChCSHJIckhySHJIckh3+3apjtSvnPC2OECJ/aOMx/mRvj9SsZMsgQIvyrDz7OS3MNZJBBBhlk2F2qcHimzjIZZJAp7Oovc/R4AxlkkCnIFGSQYWN3ytSROjLI3EAGGXZ9dJjFMxmXTmXIILOSQQYZZNjyQJml2QwZZJBBBpmbWv9wmcWJBrcrGUjJpzI67jwWWGCBBRZYYIEFFlhggQUWWGCBBRZYYNFxhwi8z+V5zr59+3jyySf5jd/4Df7kT/6EAwcOkGUZb/bqq6/yh3/4h9RqNb70pS/xx3/8x3zlK19hbm6Ojn+auz6YskymTaZtaSZjywNlbkamsHg6Y5kMMm0yyBQ2dqfczPz5jO6NKXd/IEWmIFN45fU692xIkUEGGWR46WyDvZsryCCDDN84+yRf7NlHiHDyWoaA1ddgVQ5JDkkOSQ4hQoiQ5BAihAghQpJDiBAiJDkkOYQIIUKIECKECCFCiBAihAghQogQIiQ5JDmECCFCiJDkECKECCFCksOqN2DVG7DqDfhYUuY7Sw1CBBl+YvMwz1+sI4MMMsgweylDBhlkkEGG3aUyh2cayCBTkEEGGbZsTJl4eYwWmYJMQQaZwvadFU681mCZDDLIILPChp6U2UN1lskggwxipbWllOlvjvFOySCDDDLIIIMMMsggUxAgg0zHHcQCCyywwAILLLDAAgsssMACCyywwAILLDruEIH3ub/5m79h8+bN7Nq1i5YtW7bw6KOP8swzz/BmO3fu5E//9E/ZvHkzLatXrybPc65du8b7ncxNydxA5h2TYWk2o0WmIFOQKciwcOYYvfdXkGmTQaZwYS7j/FzGjnsryCCDDDLIcO5cxpZNKTLIIIMMMhyeabB7awUZZJBBhhfn6jy4uYwMMsgwsVCnf1WKDH97ucFHV1VY9QYkb0CSQ5JDkkOSQ5JDiJDkkOSQ5BAiJDkkOYQIIUKSQ5JDkkOIECKECCFCiBAihAghQogQIoQISQ4hQogQIiQ5JDkkOSQ5JDkkOax6Ax4NFWqXxpAhRHhkfZmDFxvIECLI8MneYV6cryNTkEGmUL53mGeOjCGDDDJtMuzqr9C9MeXcuYwWmYIMMgUZBu4rc2EuQwYZZFaQQQYZSvdXWDhzjNux5YEKtyKDDDLIIMMHHqqw+Hd1blfSn5IfP8YymY47hAUWWGCBBRZYYIEFFlhggQUWWGCBBRZYdNwhAu9z586d4/777+d6GzZs4O///u95sxACu3btIs9zvv71r/P444/zxS9+kVKpRMdK+VRGMpDyZjIryHBtOqOrL6VFpk1mhcuzGXd/uEKLTEGmIFM4dahOaXeZFpkVZLgwl3ErMhw93mBnf4UWGWQKMpxZyNiztYwMMsggw4vzdXrXpMggw8xSRl9XSv+qlBDhO1fq7NAO3DXFYn+NxW01FrfVWOyvsdhfY7G/xmJ/jYWBGgsDNRYGaiwM1FgYqLEwUGNhoMbCQI2FgRoLAzUWBmos9tdY6K+x0F9job/GQn+Nhf4aC/01FvprLPTXWOivsdBfY6G/xuK2Govbaixuq7HYX2Oxv8Zif41L22pc2lbj0rYarJ4iJaUlRJDhI+sq/Je5MUIEGWSQobQm5aWzdWSQQQYZZOhZn3L2YoYMMsggU5Bh50CFo8fryBRkkCnIFD780DCTE2NcTwYZZFbo3V1m8XSGDDLIIIMMMsgggwwyrC2lLM1kyCCDDDI31dWXcnU643YlAzvIpzKuJ4PMTQ1ONhkarzE0XmNovMbQeI2h8RpD4zWGxmsMjdcYGq8xNF5jaLzG0HiNofEaQ+M1hsZrDI3XGBqvMTReY2i8xtB4jaHxGkPjNYbGawyN1xgarzE0XmNovMbQeI2h8RpD4zWGxmsMjdcYGq8xNF5jaLzG0HiNofEaQ+M1tp2aoqPjThZ4n8vznBAC1wshEGPkVubm5rhy5Qpbt27l2Wef5dy5c3T8412dzujqS5Fpk2mTYWkmY20p5a3IsHA6QwaZggwybSdea7CpO0UGGWSQQaZwZKrOrv4yMgUZZDh7MePwbJ09WyvIIIMMpy5llNamfPCulBAhRHj9Skbf6hQZQgQMKSkLAzUubv86Sz1NlnqaXO5pcrmnyeWeJpd7mlzuaXK5p8nlniaXe5pc7mlyuafJ5Z4ml3uaXO5pcrmnyeWeJpd7miz1NFnqabLU02Spp8lST5OlniZLPU2Wepos9TRZ6mmy1NNkqafJUk+TpZ4mS3c3Wbq7ydLdTZbubrJ0d5Olu5u8/qOfRoaBJOXktYwQoX9VSl9XyutXMmSQQYa93RVeOttABpmCDDLsLlU4PFOnRQYZZJAp7Oovc3SqgQwyyBRkCjLIsLE75eLZDBlkVpBBBhl2fXSYo98e43Z1P1Bh/oU6t6urL+XqdMa7YdvpKQYnmwxONhmcbDI42WRwssngZJPBySaDk00GJ5sMTjYZnGwyONlkcLLJ4GSTwckmg5NNBiebDE42GZxsMjjZZHCyyeBkk8HJJoOTTQYnmwxONhmcbDI42WRwssngZJPBySaDk00GJ5sMTjYZnGwyONlkcLLJp+pf5//6nf/Af08ssMACCyywwAILLLDAAgsssMACCyywwKLjDhF4n7vrrrvI85zrxRhZtWoVt3LPPffwuc99jq997WusWbOGJ598ko63J7OCDFenM7r6Um5FpnB5NmNNKaVFpiBTkCksns5YPJPRe3+FFpk2GWQKAzsrLJNBBhlkODpVZ8vGFBlkCjKFnvUpMsgggwynLmX0rkmRQQYZDl5s8JH1FWQ4eS3juat1Hg0V3lg3xaZjP0nvRJXeiSq9E1V6J6r0TlTpnajSO1Gld6JK70SV3okqvRNVeieq9E5U6Z2o0jtRpXeiSu9Eld6JKr0TVXonqvROVCkdrFI6WKV0sErpYJXSwSqlg1VKB6uUDlYpHaxSOlildLBK6WCV0sEqpYNVSgerlA5WKR2scm3dFCHCR1dV+M5SHRlkeGR9hecv1pFBBhn2dpeZvZwhgwwyyBR2l8ocnmkgs4IMMuwcqDDx8hgtMgWZggwyhe07K5x4rc4yGWRuakNPyqVTGTLIIIMMMjfYsrfM/AsN3kymIIMMMsjQ1ZfyxokMGWSQQeYdk7nB/1P5SUZHqoyOVBkdqTI6UmV0pMroSJXRkSqjI1VGR6qMjlQZHakyOlJldKTK6EiV0ZEqoyNVRkeqjI5UGR2pMjpSZXSkyuhIldGRKqMjVUZHqoyOVBkdqTI6UmV0pMroSJXRkSqjI1VGR6qMjlQZHakyOlJldKTK6BerbDt1gv+eWGCBBRZYYIEFFlhggQUWWGCBBRZYYIFFxx0i8D63detWXn75Za43Pz/PQw89xJsdPXqUP/qjP+J6vb29zMzM8H4mc4N4/BhJf8oymRVkVpBpk7mBTEGmIFOQKcgUNvSkyLTJINN24kid7feVkUFmhfnzGd0bU+7+QEqLDDLIcPZixj0bUmQKMsjw0tkGezdXkCnIcHChziPrysggw0BIkXnP+NiqMt+50kAGGTAcvNhABpnCJ3uH+cvpMWQKMgUZtq5LeebIGDLIIINMQYa7P5DSvTHl3LmMFpmCTJsMA/eVmTrSQAaZNhlkkEGmUNpdYfZQnZuRQQYZZMAgQAYZZJApyNygqy/l6nTGm8kggwwyyJAMpORTGR0dHe++wPvcI488Qkuj0aDl1Vdfpdls8iM/8iO0vPDCC7z++uu05HnOl770JY4ePUrLmTNneOaZZ/jEJz5Bxz/OtZMZXX0py2TaZAoyzL/QYMsDFd7K4umM9T0pLTIryCDD+bmMTd0py2SQQYZz5zK2bEppkSnIFA7PNNi9tUKLTEGGF+fqPLi5jAwyyDCxUKd/VUqIcPJaxvYk5b1m6o0MGUKER9aXaZEpyCBDaW3KqUsZMsgggwx7tlboWZ9yZiFDBhlkkCnIsHOgwtGpOjIFmYIMMoUPPzTM5MQYy2SQuYEMvfeXmT3UQOZtbfvEMNPfHON2re5LuTp9jNuxqj8lTmXcikzHPxMLLLDAAgsssMACCyywwAILLLDAAgsssOi4QwTe50II/OZv/ia/8iu/wuOPP85nP/tZvvzlL9PT00NLtVrl2WefpeVDH/oQv/qrv8qnPvUpvvCFL/Dxj3+cz33uc/zYj/0YHf9A5i3JvC2ZW5IpyBRkCrOHGvTeX2GZDDJtF+YyWjZvTpFBZoWjxxvs7K8gU5ApyHB4ps6erWVkkEGG2csZL87XeXBzBRlkmL6a0deV0r8qRYbnrjT4H1ZXeC/56KoKJ/IMGWQY2jTMxEIdGWSQQYa9myu8dLaOTEEGmcLuUoVXXq9zPRlkCls2phw93qBFpiCDTEGmsLE75eLZDJk2GWSQWWHxTEaLDDLIIIMMMsgggwxrSylLMxm3o6tvB9emM25HMpCST2XIdNxhLLDAAgsssMACCyywwAILLLDAAgsssMCi4w4R6GBwcJBnn32W3/3d3+W73/0un/zkJ1l24MABPv3pT7Pss5/9LM8//zxf/vKXOXjwID/7sz9Lx43yqYxkYActMrd07WRGV19Ki8wNZArzL9TZ8kCZN5MpyLTJINMmgwwX5jLESjLIIMORqTq7+svIIFOQ4ezFjMOzdfZsrSCDDDLIUFqbIlOQYWYpY9vqFBlkCjLvKdtDylSeIYMMMoXpqxkyyCDD3u4yL843aJFBpiBTODzTQAYZZAoyyLBl4w7mz2fIFGTaZAoybN9ZYepInRYZZFaQQYZdHx1m9lCd27WmlDL/Qh0ZZJBBBhlkkEEGGe76YMrVkxkyyNw2mY47iAUWWGCBBRZYYIEFFlhggQUWWGCBBRZYdNwhAh1t69atI4TA2wkh0NPTQ5IkdLwzMitcnT7G6r6U68nckkxBpk2mcOpQndLuMstkVrgwl7GxO0UGGWRWEP9ABhlkCj3rU2SQKchw6lJG75oUGWSQ4eDFBo+sqyCDDCfeyNgedvBeIlOQQQaZwvMX6sgggwwfvCvlxbk6MsgUZJBhz9YyLTLIIINM20f2DHNkqo4MMsggg0xBpjBwX5kTrzWQaZNBBpkVNvSkXDqVIYMMMsjc1NpSytLMMW7HhocrLE7UWSaDDDLI3CAZSMmnMm5FpqOj4/sg0NHxTyDzlmRuSaZN5gYyBRmWZjPWbU1pkSnI3EAGmTYZZJDhwtwxBnZWuJ4MMpw7l3Fkqs6u/goyBZnC2YsZ92xIWSZTeOlsg72bK7TIIMPBhTrbunYgU5jKM7aHlPeagSTlxBsZLTI8sq6CABlkCg9urjB7OUOmIINM4dH7hnnmyBjXk0EGmUL3xpSjx+vIFGQKMgUZBFyYz2iRQWYFGWSQobS7wuyhOm8mgwwyyCDDlgfKLM1myNy2q9MZNyODzE3JdNwhLLDAAgsssMACCyywwAILLLDAAgsssMCi4w4R6Oj4PpIp5FMZyUDK27k2ndHVt4NlMjd1eTZjbSnlzWQKMsweqtN7f4UWmRucOFJn+31lZJBBZoXujSkyBZmCDIdnGuzeWkEGGWSQ4cX5Onu7y8gg07ZtVUqLDOL/J/OeIINMmwwyPLK+zMGLDZbJFEprU05dypBBpiCDDD3rU85ezJBBpk0GGXYOVJg/n9EiU5ApyBT+5UPDTB2pI9Mmg8wNeu8vM3uogczbWltKuTyT0SKDDDLIIIMMMsgUuvpS3o5MIRlIicczlsl03AEssMACCyywwAILLLDAAgsssMACCyywwKLjDhHo6PgBkWmTKVw9mXHXB1PeTKYgw9JMxtpSSotMQaZNhsXTGRt6UmTaZJBBpnB+LuPNZJDh3LmMLZtSZJApyBQOz9TZs7WMDDLIIAMGGWSQQYaJhTrbVqfIFKbyjO0hReZdY/F9NxBSnrtSZ5kM01czZJBBBhn2bq7w4lwdmYIMMsiwu1Th8EydFhlkkCnIsKu/zNGpBjIFmYJMQQYZNnanXJjLkEGmTQYZZNoWz2S0yCCDDDLIrLDlgQrzL9a5HTJseLjCpe/WkXlLMiQDKflURsedxQILLLDAAgsssMACCyywwAILLLDAAgssOu4QgY6Od4nMOyLzjsi0LZ7OWN+T0iJzg4tnMy7MZ+y4t4IMMsi0HZlqsLO/wjIZZJC5qdnLGS/O13lwcwWZwutXMvq6UratTpFBhqk8Y4dS3itkkGF7kiKDDDL8m83DTCzUkUGmbW93mZfmGsggg0zbPetTDs80kGmTQaawZWPKxMtjtMgUZAoybdt3VjjxWp1lMsisIMOujw4ze6jOrcgggwwyrC2lLM1kyLwjMsi8IzIryHR0dPwTBTo6fgBk2mTekkxBprA0k7GmlCJTkGmTKSyezrieDDLItG3sTnkzGWQ4erzOlo07kEEGmcLZixmHZ+vs2VpBBhlkkKG0NkWmIMPMUkaLTOHktYyBJOXdZPF9ZVEYCClT+TFkCjKF169ktMggU5i9lNEiU5BBhnvW70CADDLItMmwq79Cy7lzGS0yBZmCDDIM3Fdm6kgDmRVkkFlhQ0/KpVMZMsi8pe4HKsy/UKdFBhlkkEFmhdV9KYsTDa4ng8xNxePH6LizWGCBBRZYYIEFFlhggQUWWGCBBRZYYIFFxx0i0NHxfSLTFqcykoGUt3NtOqOrL0Xmli7PZqwtpVxPZoWFM8fovb+CzA1kuDCXsak7RQYZZJBZYcvGlBaZgkyhZ32KDDLIIMOpSxm9a1JaZJApbFudIoMMU3nGe9X2sIMTb2S0yBT6ulJaZJBBhk/2DvPifB2ZggwyhUfvG+bbR8a4ngwybd0bU45O1ZEpyBRk2jZ1p0xOjNEig8wKMsggQ2l3hdlDdZbJIIMMMsissDRzjFuRQQYZuvp2cCsyyLQl/SktMivIdPwzssACCyywwAILLLDAAgsssMACCyywwAKLjjtEoKPjn4kMV6czuvpSlskUZAoyLM0cY20ppUXmBjIsns7YcM8OWmSQWeHEaw02bUm5GRmOTtXZsjFFpiBTOHsx454NKW/24lyDvZsryCBTOHixwcPrK7TIMJCkDIQUmTuexQ0EyCCDDH2rU56/WEemTaYwezlDpk0GGXrWp5y9mCGDTJsMMuwcqDB/7hgtMgWZggwybL+vQsvFsxnLZJC5Qe/9ZWYPNZC5JRlk2PJAmaXZDJm3ddcHUxb/ro7MLckUkoEd5FMZt0OADDId7zILLLDAAgsssMACCyywwAILLLDAAgsssOi4QwQ6Ot5lMm0yN5D5R5FpWzyTseHulOvJIINMYdPmlBYZZJBBhvnzGd0bU+7+QEqLTEGGwzMNdm+tIIMMMshw6nJGi0xBpiCDTOE7S3XeTRb/ZBZYrCDD9pAylWcsk2Hb6pRlMsgUSmtSTl3KkEEGGWQKu0sVDs/UaZFBBpmCDLv6y8xfyJApyBRk2mTY2J0ydaSODDJtMsggcwMZZJC5qbWllMszGS0yyCBzUxsernB1OqNFBpmbkllB5rbJINPR0XGbAh0d74J8KiMZSHkrV6czuvpSlsnc1PyLddaWdiBTkGmTWUHmpk4cqTOws4zMDc6dy9iyKaVFpiBTOLOQcTOzlzIe3FymRaZwcKFOX9cOZJApbE9S7kQWWLwtGWQKfV0p01eOIYMMMsiwt7vC7OWMFpk2mcKZhWPI/x978Btb533Qf//9OW7cuPac2LV7UieOvzSV2oxSkNZtYkjkbKJo4gkCARqTgG5MaENDYg8mVCQYTIAEqxDsloaQNq17MoRAIH6VkPbTpJ1QOqFSbWphysyW6uuc1slJHJ/EsWPXmfO57+vLfa6dy+cc/0mc1Fuv14sCmeSdP/oUL/33s2RkEplEBpnk+IkaMjkZZApkePinnuLV559lMxlkkEEmGX+8RuuVOpvJIIMMMgXr85E2mZ7uORbYaER6kdmWDDKlPWaBBRZYYIEFFlhggQUWWGCBBRZYYIEFFqV9okKp9CaQ6UsmkflfhqFqoJNMTobmmTpHHq2RkUFmSzLIIENrKZKRSWQSGRaWI29/4BQyyCCDDM21SEYmkUmO3RNoa2zMMV0JZGT2DYu+ZJLpgUBjI9Imw9EDM5xfj2x25GDgvxZPI5PIIJOcrJ5iYTkigwwyyCQyyDA2GrhyJZKRSWRyMkw/dIrG2dPIFMggUzAyEbh+MSLTlwwyDFUDaxciW5FBhsGpwGYyyBQMTAduNiJtMrdEprSHLLDAAgsssMACCyywwAILLLDAAgsssMCitE9UKJXuEpmCG69HBqcC21lrRu57IJCRyckkK5ciIxOBzWSQQYbG2TozP1JDBpmC1pU5ThyrkZFJZJKFlchmzdVIczXyE4drZGSQYX49cvRAQAaZnMyes7glFjsik5PJza9HZJBBBhmqQzNgEpmcDG9/oMa/n32WTjLI5MYPBV5t1JFJZBIZZJJDY4FvvfQsGRlkCmSQSaonazTP1MnIIINMT2OP12i9XEcGGWT6GnmixvUX6/QikxuYDmw0IntBprRHLLDAAgsssMACCyywwAILLLDAAgsssMCitE9UKJVukUxPMjmZHZFJZBKZRIbVZqSTTE4mJ4NMl6XFyOhYYDMZZDjbqDM+OoNMIpNcvhZZWI68/YEaMsgggwzVoYAMMrn59cjRA4E2mX3FYseOVwKNjYhMIsO77qsxvx7pJMOD9wZeadWRSWSQQYYH7gtMDAcuX4vIIJOTQYax0UDryhwZmUQmJ8Pxh2pkrl2OtMkgUyDDyP2BlUtzbCaDDDIFaxfm6CSDTF8yyHSRKZDJydwyGWRKPyCWl5f53Oc+x9NPP83zzz9PP81mk89+9rM8/fTT/N3f/R03b96ktDsVSqU9IJPbaEQGpgP9yCTr85HtrF2IZIaqAZmeVi5FhicCbTLIIJMsLUbaZJBBJidgfDSQkUlkkonhgExOhovXI0cOBtpkOP9GZGow0CZDYyNyvDLDXrPYNYsdk+np6IHA/HpEBhlkkh8fq9FcjWRkelpYjrTJIJN7+NgpWksRmUQmkcnJMDoWaJytI4NMTgaZ3MjkDMsLERlkepJBhvHHT7HajPQigwwyyfATp1h56TRtMn0NTAc2GpFeZG6JTOk2WGCBBRZYYIEFFlhggQUWWGCBBRZYYIHFlj7ykY/wxhtv8OSTT/LMM8/w3HPPsdny8jK/+Iu/yNve9jZ+9md/lhdeeIGnn36a0u5UKJXuApkuMgxOBbYzVA1sJpNbuRQZmQj0IpMcGgvIdJHhbKPO+GhAJpFJLl+LTI4EMjLIJM3VSPVgQAaZ5PwbkYwMMgUybyqL2yKTyDA1GJhfj7TJIEN1KHDxeiQjgwwyyHCyWuPyckQGmZwMMoyPBs6eq5ORSWQSGWSS4ydqyORkCmSQofpojVeff5Y2GWSQ6WntQkQGmb5kkOkiUyBTIFPaJyywwAILLLDAAgsssMACCyywwAILLLDAoq9vfvObrKys8IlPfIL3ve99fPrTn+bzn/88m/3Hf/wH7373u/nQhz7Ee9/7Xv7sz/6M5557jtLuVCiV3iTr83McmArIJDKJTCLDajPSSSYnkywvzDEyEZBBpstr3z3N9IkanWSQoXU1MjYauP9tgYxMIsPCcmRiOCCTk6G5OseRg4E2mWTqQKDTaxuR45XAXrLYFYtbIsP0QOC170UyMrnzb0RkkMn9+OEaryzWkekyORw4c+E0nWRyDx+r0VqKyCQyiUxOhumHTtE4exqZnAwyBW+7P5C5fjGymQwyyCRHn3yK1it12mSQQabL4FRg5T/rbCZTIJPcPBfpJHPbZEq3yAILLLDAAgsssMACCyywwAILLLBg+f/8PzQ/8gjNjzxCP+fOnePRRx+l7cd+7Mf4zne+w82bN+n0Mz/zM/zlX/4lbWfPnuX++++ntDsVSqU7RKaLzK4drAZkcjI5GVYuRTrJIINMTgYZZJDpSaZgYXmOyeFARgaZ5OJqJCODTHJ+PXL0QEAGGWR+KL1zuMb59UgnmUQmkUEGGWSYHJ5BgAwyyCQyyCRjo4HW1YhMIpPI5A6NBRpn62RkkMnJIJMbmQgsL0RkkOlJBhmGqoG1C5HNZJDJjTxRY30+IoNMgUzB4HtqbDQid4JM6U0w/PO/wwNfmOWBL8zSz/Xr17n33ntpq1QqSGJjY4N+FhYW+OQnP8nTTz9NaXcqlEp77Oa5yHZktiSTrF2IDFUDW1lZiBx59BS9yPDa2TrTJ06xmQxXrkTGDwVkcjLI8O0LdSaHZ5ApaK5GfuLwKdpkmH9jjqnBQKfGRuR4JbBXLHbF4rZMVwKvfS8ik8j8L4MMMsgkRw4GXmmdRqbLyWqN588+SyeZnAwnpmu8eq5ORiaRSWSS4w/VWGpFZHIyBTLIUD1ZY+VSpE0GGWR6ar1cR6YnGWS6yBTI9CSz52RKu2SBBRZYYIEFFlhggQUWWGCBBRZYYIEFFn1VKhVu3rxJJ9tUKhV6iTHyK7/yK3z4wx/m537u5yjtToVS6Q4YmA5s58Z85N4HZ8jIJDIFaxfmGKoGMjI5GWQKZHZEBpnkbOM046OBNpmCyeFARgYZZMDkZPYliz0hk8gkUwcC8+tzdJKhOjQDJpFBBhlkmBwOZC5fi8ggk8ggkzx87BSvNk4jk8gkMokMMoyOBZYWIzI5GWQKjjx6iuaZ08h0kUEmN/Z4jTYZZHqSIj1t9AAAIABJREFUYXAqsD4faZPpaeBY4Oa5OTaTSWRKd5kFFlhggQUWWGCBBRZYYIEFFlhggQUWWPR16NAhVlZWaLty5QoHDhxgYGCAzV566SV+7dd+jT/4gz/ggx/8IKXdq1Aq7SGZLjI9rb8e2S2ZAhmWL0VGJgIZGWSQQQYZri5GDh8OyCBTIMPYaCAjk8gkCyuRyeGATEFzLXLkYEAmkeH8euTogRlkkEFmT1nsC0cPzHB+PdImkxw5GHilVUemiwwTw4FOMjmZpHU10kkmkckdP1GjcbZORgaZnAwyuZWFSEYGmS4yyDD++ClaL5+mkwwyXQanAiv/WaeTTE4mt9GItMnsOZnSLlhggQUWWGCBBRZYYIEFFlhggQUWWGCBRV/vete7eP7551lYWCDzz//8z7z//e+n7cUXX+TKlSvMz8/z8Y9/nM9+9rO8973vpXRrKpRKd4lMl8GpwGYyiQyrzchQdQaZnEzBykJkZCLQy9JiZKkVOTQW2EyGs406Dx87hUwik1y+FllYjkwOBzIyyHDxeqS5GjlyMJCRSebXI0cPBPqRuWss7giZnAwyiQw/cbhGczWSkUEGmdzJao3ZC3VkkMnJJO96+1OcbdTJyORkEplkdCzw2ndPI5OTKZDh4Z96iuaZOp1kkOlJgEwXGWRyg1MBGWT6kmFgeoa7Qaa0j4yPj/OpT32KX/7lX+Y3f/M3+Yd/+Ac++clP0vbRj36Ul19+mS996Uu0Wi0+8IEP8Mgjj/DII4/wyCOPUNqdCqXSXSZTIJPIdFlrRnqRSVYuRUYmAjJ9jY4FOskg00UmkUkmhgMyXapDgYxMgQwyucZG5HglcLssdsxiTzU2IjLIJEcPBObXI20yBRevRzrJIMPkcODS8hxtMsgkMsnYaODKlUhGJieTyHB4bIY2mZwMMgUjE4HrFyObySCTG3+8xvz/fZaMDDJdZJIDU4GVl06TkcnJ9CRzx8mUdsACCyywwAILLLDAAgsssMACCyywwAILLLb08z//83zta1/jC1/4Av/6r//KxMQEbd/4xjc4deoUTz/9NLOzs8zOzjI7O8vs7Cyzs7OUdqdCqfQmuTEfGZwKbMkwVA1kZLYkgwwyuaXFSEYGGWQKWlcj46MBmYLL1yKTI4GMDDLIcPF65MjBgExOhvn1yNRgoBeZW2bxpjk+EOgkk8yvRzaToToUyMh0mRiZYWE5IoNMTqbg1UYdmUQmJ5M89o6n+NZLz9Img0xOBpmkerJG80wdGWS6yCDDUDWwmUwXGe59cIZOMjmZ3D3HAhuNSC8yORlkkCndYRZYYIEFFlhggQUWWGCBBRZYYIEFFlhgUdonKpSSRqPBV7/6VWZnZ9nOd7/7Xb761a/yjW98gxLIFGw0IgPTgdshsy0ZlhciwxOBzWSQSQ6NBXqRobUUGR8NtMnsikwyvx45eiCQkeG170WmBwJ3k8WuWWCBxY4cPRCYX4/IIJPIJD9+uMYri3UyMsgggwwP3BdYWI50ksnJcGK6BiaRSWRyMsnoWODa5UgnmQIZMCwvzNEmgwwyBTIMVQNrFyKdZJApGJwKrL8e6SSTk0kGpgM3G5GMTCJTIFMggwwyuyZT2oYFFlhggQUWWGCBBRZYYIEFFlhggQUWWJT2iQolnnvuOT7wgQ/wla98hY997GP89V//Nf38yZ/8Cb/1W7/FV77yFf74j/+YD37wg7zxxhuUepPpa30+MjgV6CRTsNaM3PdAoE2m4PrFyFaWFiOHxgOdZJChdTUyNhqQSWQSGb594TQnH6ghg0zulcXTVA8GZJBJzr8Rych0kbllFjtmsSsWWPQlk4iiowcCnWQKZHo6Wa3x7WadjAwyOZnk4WOneLVxGplEJpHJySSNs3VkkMnJIJM7cvIUK5ciMl1kkMmNPV6j9XIdmS4yucGpwMpLdWS2NDAd2GhEbpXMrsmUSm8pFd7iNjY2+NSnPsWXvvQlPvOZz/CP//iPfPGLXyTGyGZnzpzh7//+7/mnf/onPvOZz/Av//IvXLt2jeeee47S1mQSmQKZRKaLDKvNyFA1IJOTyS0vzHHk0RoyyHRZWpxjdCyQkUEm17oaaZNJZHqSQQYZjhwMbDY1GNhLFneEBRY7Ml0JNL43x2ZTg4H59UgnGY4cDLzSOo0MMsgkMsgwMRy4fC3SJoNMIpO0rkYyMolMIoNMcvxEDZmcTIEMMgxPBFYWIhkZZLrIIJOsXZgjI4NMgQwyDE4F2mRyMjmZPSFT2kMWWGCBBRZYYIEFFlhggQUWWGCBBRZYYFHaJyq8xf3bv/0bhw8f5uGHHyYzPj7OT//0T/Pv//7vbHb48GH+9m//lsOHD9P2Iz/yI8zPz1PaHZm+ZJK1C5F+ZHqSQQYZZFhajBwem0GmQAYZxg8FZLosLEcmh2fYrLkWqQ7N0CZTIHPXWeyIxbYsush0kUEmkUmqQzNgCmQKFpYjGZmcTPKutz/F2UadNplEJifD9EOnaJw9jUxOBpmCBx+p0TxTp5MMMl3GHz/FajPSSQaZAhkGpwLr85GMTE6mYGA6cPNcJCOTyOyKzK7IlPqwwAILLLDAAgsssMACCyywwAILLLDAAovSPlHhLe7KlSs8+uijdBoZGeF//ud/2OzBBx/kPe95D21zc3N87Wtf48knn6QEMslGY46BY4GtrM9HBqcC2xmqBtpkCmRYuRQZmZyhn6VWZHQs0EkmaS1FxkYDbTKJDAvLkcnhgAwyyCTN1ciRgwEZZJLzb0SmDgTaZHjte5HpSuBWWOyYxY5Y3BaZgvn1SEYmd+RgoLkakUGmy8lqjcvLEZmcTMHYaODKlUibTCKTOzQWWGpFMjLI5GSQyY1MBK5fjGwmg0zB2oWITBeZgsGpwI3XI1uR2ZLMjsmU9oAFFlhggQUWWGCBBRZYYIEFFlhggQUWWJT2iQpvcRsbG1QqFTpVKhVu3rzJVprNJk899RS//du/zcmTJyndPpltyRSsLERG7g/shAwyudaVOcZHAxmZRCZZWIlsJgMGmZ5kbpvFnrPYEzLIMHUgsJkM1aFAcy3SJoMMMsgwORy4tDxHRgaZRAaZZPxQ4NVGHZmcTCKTHH+oRuNsnU4yBTJJ9WSN5pk6Msh0kUGGo08+ReuVOhkZZApkcoNTgRuvR9pkcjK5genAzXORvSCDzI7IlEpvCRXe4u699142NjbodPPmTe655x76+a//+i9+4Rd+gV//9V/nYx/7GKUimV2R6SLDajNysBqQKZDpIoMMMgVXFyOHDwdkCmRoLUXGR2eQKZBhYTkyORyQKWiuRTrJ9CSzaxa7YrEtiz13dDBwfj0ik8gkD94baK5G+pkYmWFhOSKTk8nJMDYawCQyOZlEJhkdC1y7HJHJySCTkwHD8sIcbTLIdJFJ1i5E2mQKZJIDU4H1+TlkcjJdBqYDG42ITCJz18iUNrHAAgsssMACCyywwAILLLDAAgsssMACi9I+UeEt7oEHHuC///u/6dRqtXjHO95BL1//+tf58Ic/zB/90R/xoQ99iFJ/MolMgQw3Xo8MTgU2k9kRmWT5UmRkItBJBhlkWGpFDo0FOskki1cj46OBNplkYTkyMRyYHA5kZJBJmquR6lBABpnk/Hrk6IFARuaWWOw5izvH9CWDTIEMD9wXWFiOtMnkZJKHj53i1cZpZBKZnEwiw/ETNRpn62RkCmRyR06eYuVSRKZABpmCoWpgMxlkcjIMTs1wYz6SkcnJJDK5jcYcm8ncMpnSLbLAAgsssMACCyywwAILLLDAAgsssMACi9I+UeEt7p3vfCeZ06dPk/nOd77D17/+dX7yJ3+SzMsvv8z58+fJNBoNPv7xj/MXf/EXvPe97+XGjRvcuHGDjY0NStuT2ZW1C5GhaiAj00WGlYVIP0uLkdGxQCeZnmQSmb5kkgfvDXSaf2OOqcHArbLYNYstWdw5JieTyCTVoUBzNZKRQQaZ5GS1xrebdTIyOZlEJmldjWRkEpmcTG5pcY42GWRyMsgwPBFYWYhkZJApkEEmGXu8RuvlOjJdZHIyrL8eaZPpIsPAsYBMIrNnZHZEptTBAgsssMACCyywwAILLLDAAgsssMACCyxK+0SFt7hKpcIzzzzD7//+7/Mbv/Eb/Oqv/ip//ud/zsTEBJm/+qu/4oUXXiDz5S9/mZWVFT760Y/y2GOP8dhjj/HYY4/xp3/6p5Ruj8y2ZHoamQhsRwaZgtbVyPhoYLPL1yIZGWRyzdVIdSjQj0wis2MWu2axZyywwGLHpgYD8+tzbCaTNFcjW7l8LdImk8gk7/zRpzjbqNMmk8jkZJh+6BRLixGZApmCBx+p0TxTp5NMFxmGqoG1C3NkZJApkElGnqix8lKdXmRyA9MzbDQinWS6yCCDzI7JlEpveRVKvPvd7+aFF17gb/7mb3jxxRd5//vfT9sXv/hFfumXfonM7/3e7zE7O8vs7Cyzs7PMzs4yOzvLH/7hH1L6vo1GZGB6hq2sz0cGpwIyXWSStQtzDFUDnWRyK5ciIxMBGWSQKVhajBwaC8h0kaG1FBkfDcgkMrnJkUCbTE8yyHB+PbJZYyNyfCAgU2CBBRZY3BEW27LAYtdkcjKJTO7HD9e4eD0ik5NBBhkmhgNtMl1kkitXIm0yiUzu0FigcbZORgaZnAwyuZGJwPWLkU4yyBQMVWdYa0Y6yRTIMDgVyMjkZPqS2TEZZHZEZlsypf+fBRZYYIEFFlhggQUWWGCBBRZYYIEFFliU9okKpdx9991HpVKhtL/J9CWDDDJ9ydC6GhkbDcgUyLCwHJkYDnSS4eL1yJGDARlkCo4emOFusNiSxbYstmXRRSY5emCG8+uRTjJdZJApOFmtMXuhjkwig0wik4yNBlpXIzI5mUQmOf5QjaVWRCYnUyCTVE/WaJ6pI4NMgQwyyVA1sHohIlMgUyDD4FRgfT4ik5NJZJJ7jgU2GpE2mZzMlmSQ2RMypf+PBRZYYIEFFlhggQUWWGCBBRZYYIEFFliU9okKpdKbQKaLTE6G1WZkqDqDTE/LC5HhiUA/S4uRQ+OBTjI9yeQWlueYHA7I7Mj8emQ/sNiSBRZ3jAzVoUBzdY6tXFqeIyOTk0lkODFdo3U1kpHJySQyyDA6FlhajMjkZJDJyYBheWGONhlkCmQYf7xG65U6GRlkcjJdbrweycj0NDAduNmI3A6ZLcmUdsgCCyywwAILLLDAAgsssMACCyywwAILLEr7RIVS6S6SSdbn5zgwFdgpmQIZZLa0tDjH6FggI4NM7sqVyPihQEYmkekik2uuRqoHA51kkqMHAhmZROw9i1tmcVtkepIpOHJwhuZqZDMZZDhZPcXCckQmJ1MwPhp4tXEamUQmJ5M7fqJG42ydjEyBTO7IyVOsXIrIFMgUyDBUDaxdiLTJ5GRyI0/UuPF6ZDOZRIaB6cBGI5KRycnsisyWZLYlUyr90KlQKt0FMn3J9LR2ITJUDfSzcikyMhGQ6UsGmQKZnEyXheXI5PAMbTLIcPH6HNWhQJvMXWOxJYu+LHbFYktTg4H59UibTBcZZJBBpkB8n0xOJhkfnWEzmZxMbmlxjjYZZHIyyCQrC5GMTIEMMgVrFyKdZHIyyYGpwPr8HDKJTF8bjcjtkindJgsssMACCyywwAILLLDAAgsssMACCyywKO0TFUqlO0hmV2T6kilYXpijTQYZZJBBhqXFyKHxGXppLUXGRgNtMokMC8uRjEwXGWSQ6SKTa3xvjulK4G6w6Mtiz8kkMl2OHAw0VyP9PHBf4EyzTkYmJ5PIMD4aOHuuTkYmJ5OTYfqhUywtRmQKZAoe/qmnaJ6p0yaDTIFMMvZ4jdVmRKZAJifD4NQMN+YjnWQSmUSGgemATE7mlsn0JbMtmbc0CyywwAILLLDAAgsssMACCyywwAILLLAo7RMVSqU9JMNGI3LPscBWbsxH7n1whu3IFMgUjEwE+llqRUbHAp1kksWrc4yPBvqZHA5kZHLNtUgv8+uRqcHAnWJxx1hggUVicUtkkupQoLkW2UwGGU5WaywsR2RyMolM8vCxGq2liEwik5PJHRoLLLUiGRlkcjLI5EYmAtcvRjrJFMgwVA20Xj5NRgaZnExOhvXXIxmZLjLJwHTg5rlIPzLIIINM6Q6ywAILLLDAAgsssMACCyywwAILLLDAAovSPlGhVLoFMgUyt0UmJ5OsNSND1cBmMrsmg0xOJieTyPQkk6sOzdCLTE5mz1hsyaIvi74ssLhtMjkZHrw30FyNZGSQQaZgYjiwsBzJyPQ0NhpoXY3IJDI5meT4QzUaZ+t0kimQyTXP1JEpkEEmN1SdQRTJ5GSSkSdq3JiPtMkkMgUD04GNRiQjk5PpSQaZvmT6ktmWTKn0Q6NCqXQbZHZNZldkusiwcikyMjlDP1cXIxmZLq2lyPjoDL0srEQmhwOdZGhejxw5GNhsfj2y31j0ZXFbpgYD8+uRrcj0JJOTyckkMsmJ6RqvNupkZBKZnEwyOha4djkik5MpkKH6aI02GWQKZJKhaqD1ch2ZApmcDINTgfX5iMyOyORktiXTl0xfMtuSeUuywAILLLDAAgsssMACCyywwAILLLDAAovSPlGhVHoTrL8eGZwKbGW1GRmqBvpZWYhgtnT4cGAzGRavRjIyiUwiw8JyZHI4INNFBhlkkEEmOXogsNcstmTRk0VfFrfHdJEpqA4FmquRTjLIJCerNWYv1GmTSWQSmaR1ZY42mUQmJ8PxEzUaZ+tkZHIyyOSOnDxF88xpOskUyDD+eI3VZiQjUyCTk2FwKrA+H5FJZBKZRIaBY4Gb5+Zok9kxmb5kSrtkgQUWWGCBBRZYYIEFFlhggQUWWGCBBRalfaJCqXSXyHSRycnkZApkehqZCMgggwwyyCDDUityaCzQSSY3PhrYbGE5MjEcaJPZFZk9YbEli12zeFPI9CWTyCQyycPHTtFaisjkZBIZZHJLi3O0yRTIFMggk5NBJifDUDWwdiGSkUEmJ1Nw4/VIJ5lEJhmYnmGjEblVMrsmsy2ZtxwLLLDAAgsssMACCyywwAILLLDAAgsssCjtExVKpX1o7UJkqBroJLNjS4uR0bFAJ5mc+D6ZRKYnmaS5FqkOBTrNr0emBgN7yeKWWfRksWeOHgjMr0c6ySCTVA8GmqsRGWQKZJgcDpy5cBqZLbWuRjIyOZmcDNMPnWJpMSKTk0EmJ8ORR2q8+vyztMkUyOQOVgOtl+t0ksnJJCNP1LjxeiQj05P4PplbItOTzG2RKZV+oFUole4wmT0jk1u+FBmZCOyETMHi1cj4aKAfmQKZbcncFRY9WfRk0ZcFFlgkFlgkjZuR6Xtm6CS2JsORg4GL1yObySQTIzOI75NJZBIZTkzXONuo0yaTk8kJWGpFMjIFMrmRiUBm5VKkTaZAJhmqBjIyBTI5GQ5MBdbn52iTSWQSGQaOBW58vY5MgQwyYJBBBpm+ZHZFprSJBRZYYIEFFlhggQUWWGCBBRZYYIEFFliU9okKpdIeu9mIbOfGfKRNJiezLZldkSmQobUUycgkMsnla5HJkUAvzdXIkYOBXmT2hMWesujJAou+LLYls2MyucnhwKXlSEYmkUlkkvvfFsjI5GRyMslj73iKxtk6bTLI5GSQSUYmAjLI5GSQyckw/vgpWi+fJiNTIJO798EZbsxHZPoafE+NjUakk0xfMn3JdJG5LTJvGRZYYIEFFlhggQUWWGCBBRZYYIEFFlhgUdonKpRKd8DAdGA7g1OBflabkYxMTzKsLERGJgK9LC1GDo0FZApkcuOjga3IdJFJZLbU2Igcr8ywGxbbsujJootFTxZ3VHUo0Fydo02mYHI48O1mHZktjY0GWlcjMjmZnEwyOha4djnSSaZAhurJGs0zdTIyBTIF4vtkkMnJJINTgfXXIxmZRCaRSWSSjUYkI7MtGWR2TKYnmR2ReUuwwAILLLDAAgsssMACCyywwAILLLDAAovSPlGhVLpDZG7LwWogI9OXTBeZLbWuRsZGAzKJTG5hOdJJJmmuRqpDgYxMIoPMnrC4Kyx27NxGZDsyPTXXIhmZAhkmhwOdZBKZRCY5MV3j1UadjExOJieTXG1FZJDJyRSM3B9YXpijTQaZnEwy/niN1st1ZApkcjIMTgVWXqrTJpPIFAxMB2SQ2RWZLjJ3hEyp9AOnQql0F8lsS2ZbK5ciIxOBjAwyyCCTLC1GNpPZkkwyMRzoJNPX/Hpk6kBgM7FzFjti0ZNFF4suFrt2bCCwHZmCIwdnwCBTIJObGA4sLEdkEplEJpFJWlfmaJPJyeSOn6ixtBhpk8nJIJOMTM6wcikiUyCTk+G+BwKrzUhGpkAmNzgVyMj0JJMMTAdunovcCpkuMl1kepLZMZkfahZYYIEFFlhggQUWWGCBBRZYYIEFFlhgUdonKpRKb4L1+ci9DwbaZLYks2uHxgNtMj3JFCwszzE5HJDZUxZdLLDYEYueLLpYdLHoyQILLBKLnix2RKYnmZwMkyOBheXIVh4+dorWUkQmJ5OTSaYfOsVr3z2NTE6mQIbhiUDzTJ2MTIFMwVA1sHYhkpEpkElkGJwKrM9HZBKZRCY3MB3YaETaZJBJBMgg05fMXSPzQ8sCCyywwAILLLDAAgsssMACCyywwAILLEr7RIVSaR9auxAZqgY6yezK6FggI1Nw5Upk/FCgk8yWLl6PHDkYuF0GLLC4ayx6sujJYtdkkEmOHAw0VyNtMjmZZGI4cHk5kpFJZBKZXOtqJCOTk8nJFMjkZJDJPfhIjZWFSJsMMjkZZJKxx2u0Xq7TJoNMTiYZeaLGyn/W6UeGgWOBjcYcMsj0JYPMjsh0kelJZldkfihZYIEFFlhggQUWWGCBBRZYYIEFFlhggUVpn6hQKv0AkUmWFyLDE4F+lhbnyMgUyORktiSzL1j0ZNHFYlsWWGzJYk/I9DQ5HLi0PEebTCKTyPDOH32Ks406MolMTiZ3/KEa33rpWdpkCmRyIxOB6xcjnWQKZHIyBTJdZBKZRCaRSQamZ7h5LrJTMl1k7irxv2SQKe3C8vIyn/vc53j66ad5/vnn2c6LL77Iiy++SGn3KpRKd4HMtmRyaxfmEL3J7IhMT62lyNhooJeF5cjk8AxtMgUyBefXI0cHA51k9g2LAosda9yMHLsn0MliW9WhQHMtIlMgk5sYmWFhOSLTl0zSuhppk8nJIMOhsUBGJieDTE4mGZ4INM/UkSmQKRh//BStl0+TkSmQSWQYfuIUKy+dRiaRSWRyYvdkusgUyHSR6Unmtsgg8wPNAgsssMACCyywwAILLLDAAgsssMACCyy29JGPfIQ33niDJ598kmeeeYbnnnuOfr71rW/xu7/7u5w7d47S7lUole4ymZxMXwergX5k+pJhaTFyaHyGTjI9ySQyfTVXI20yyPQks6cserLoYlFgUWDRkwUWe6q5Gukkk5NJxP+SSWQSmdzYaCAjk5MpkGF0LLC0GJEpkMnJMDIRaJNBJieDTE58nwwyOZlEZksyDBwL3Ph6nYwMMsgggwwyyHSR2XdkfmBZYIEFFlhggQUWWGCBBRZYYIEFFlhggUVf3/zmN1lZWeETn/gE73vf+/j0pz/N5z//eXr58pe/zO/8zu8wPT1N6dZUKJX22EYjMjAd6Gd9PjI4FdgJmZ5WLkVGJgIyyCCDDDLbWrw6x/hooJeF5cjkcEAmJ5NUDwY6yYABk8j8QLHAosAi19iITA8ELHblyMFAPzLJ5HDgTLPOZjKJTHJiusar5+pkZHIyyOSOn6jROFsnI4NMTiZ35OQpmmdO00mmQIbxx2vM/99nkSmQKRh5osbKf9bJyCQyiUwy+J4aG42IzJZkusgUyBTI7JjMnpD5gWSBBRZYYIEFFvj/ZQ/+o6ysD7Nff+49MDCC4PCMoOjIVkFAoyeNirLVMDFNapq0Jhn5xiRtNNUQibvppN/YRBKd3STt2yzzrKXrjdo/YtX0rHNWRy1pfZu+NraBIOYUJ6YarY7EZMNEFB0YQH4JmbnPmd0zT9kOICAgkee6BBZYYIEFFlhggQUNf/s/GfP+mYx5/0z2ZPXq1cyaNYthZ599NitXrmRwcJDXmz59Ov/0T//EjBkzyB2YArncQSLzpskcFJv6q0xoLjJMZrdkDgqZg85ityxGsKhjUceijsUeWbB6sMrrWewTmZq126oMkRnhzMlt9G2uIlMjM4JMTf/GVcjUyCCTkamZ0Fxk0/pV7EomI4NMzZa+KjJ1ZOocM7nIMJk6MjUyNE4tsmNNFZkamRqZjAwNrUUGequ8ERlk6sjsF5lDTuao8+tP/THbf9DD9h/0sCdbt25lzJgxDCsUCkhiYGCA15szZw5NTU3kDlyBXO4Qkjkg29ZWaZoyjSEyI2zuW8W+kqkjM4LMXr28dRVTmoq83podqzgULA6YRR2LOhb7pLWhiMV+kamZ0lRkiExGpkamjkyNTI1MZvrJ8+jfVGWITEYmI8PE5mlsWl9Fpo5MnekXXc3aZ5YwRAaZjAwymaYpRba/VGWIzG7J0Di1yI41VXZHpo4MMsjslcweydSR2WcyB43MbxQLLLDAAgsssMACCyywwAILLLDAAgsssNijQqHA4OAgu7JNoVAgd/AVyNX09vby8MMP09PTw75atmwZuTdP5g3JjDC+pcgbkRmhf1OVSROmITNC35YqLeOLDJGpI7NbUxuLHEwWe2QxgsUeWdSxGMECi0NKZoSWcUX6NlfZHZlM/8Yqw2QyMpmJzUU29VcZIoNMRmaELa9UGSZTR6am+Zw2+p9YwjAZZGpkMo1Ti2x5bAkyNTI1MpnGUhu/fmQJIxhkkBlBJiOzX2QOC5nfGBZYYIEFFlhggQUWWGCBBRZYYIEFFlhgsUcTJ05ky5YtDNuwYQOjR4+moaGB3MFXIMeDDz7IlVdeyUMPPcTChQu57bbbeCN33HEHixYtIrfvZPaJzJvK/YD+AAAgAElEQVS2cX2V444r8noyI8jUkfmNZbFHFnUssKhjUbN6sEprQ5FhFm9IJjNlbJGXt1Z5PZkaGY4fX2Tdq1WGyNTIZGQ4/6yreb53CTIZmYxMzSmntdH7/BJ2JZORQaZmfEsRGWQyMnVkara/tAqZOjI1MjWNU4vI1MjUyGRkagZ6V7E3MvtMpo7MPpM5qGR+I1hggQUWWGCBBRZYYIEFFlhggQUWWGCBxR7NmTOHZcuW0dfXx5DFixdz2WWXMWzFihVs2LCB3MFR4Cg3MDBAZ2cn9957L7fccgv3338/d999N9Vqld3ZsGEDN954I9/5znfIHZidL1R5I9vXVnk9mTdFpmb9xiqTJhR5PZkRZGrWbq8yROaQstgjixEs9shijyz2yKKOxZsis1st44r0bakyTKZGJiNT07+xikxGJiNTM6G5yKvrqshkZOrIMGV2G2ufWcIQmYwMMplJ58xj29oqQ2SQycjUyDDuvHls6V6KTI1MRqamce48BldXkUFmj2TqyGRk9otM7jCbNGkSnZ2dzJ8/n2uuuYb77ruPG264gWHXXXcdTzzxBLmDo8BR7kc/+hHHHXcc06dPZ8ikSZN497vfzSOPPMLu3HrrrUyaNIm//Mu/JHfgGqcWeSNNU4q8nkzNlleqjD9+Grsjw6b+Kgeib3OV48cV2Z0pTdM4lCwOGYuMxQgWdVYPVmltKLI7L+ysMrWxyN6cMLbI2m1VdiVTI1Nz/Lgir2xehcwIMpnmCUWGyWRkMjJMnFSk9/klDJHJyCCTGZ8U2dy3imEydWQy21+qsiuZjEyNzG7JZEQ9mRoxksw+kakjs89kDiqZI54FFlhggQUWWGCBBRZYYIEFFlhggQUWWOzV5Zdfzg9/+EPuuusuvv/979PS0sKwxx9/nHnz5rGrb3zjG1xxxRXk9l+Bo9yGDRuYNWsWuxo/fjzPPfccu3PzzTdzww030NTURO7gkaln9khmj2QyE5uLDJPZLzIZmToyB2z97JQXLmnnhUvaeeGSdl64pJ0XLmnnhUvaWXNxO2submfNxe2subidNRe3s+bidtZc3M4LF7ez5qJ21lzUzpqL2llzUTtrLmrnxVI7L5baebHUzosXtfNSqZ2XSu28VGpn7dx21s5t56W57ay9sJ21F7az9sJ2Xr6gnZcvaOflC9p5+cJ2Xr6wnVcuaGeIRU3vwCpObihicci0jJ9G3+YqQ2RqZDIyNae3tvGL1UsYJpORyUxsLiKTkakjUzP++GlseaWKTEYGmYwMJ73vavqfXIIMMhmZjAzjz2uj/x/uYYhMjUyNDDI0zm1j56NLeL3r/j7lrr9o566/aOeuv2jnrr9o566/aOdvvtHOXd9o565vtPM3X2/nb77ezt98vZ27v9bO3V9v5+6vt3P319u552vt3PO1du75Wjv3fK2de/68nXv+vJ17/ryde/68nXsr7dxbaefeSjv3Vtq5t9LOvZV27q20891KO9+ttPPdSjvfrbTz3Uo73620891KO//j9g7ebiywwAILLLDAAgsssMACCyywwAILLLDAIneEKHCUGxgYoFAosKtCocDg4CC7UygUyB0hDDLIIIPMPhH/TaZGZr/I1Ly4o8pJo6exryasCkx6JjLpmcikZyKTnok0PxtpfjbS/Gyk+dlI87OR5mcjzc9Gmp+NND8bae6JNPdEmnsizT2R5p5Ic0+kuSfS3BNp7okc1xM5ridyXE9k4nORic9FJj4XmbgyMnFlZOLKyMSVkYkrIxNXRib8PDJhZWTCysiElZFhFvtNZoS121YhUyNTI1MjUyNGksnI1PRvXIVMRiYjU9N62jx6n1+KTEYGmYwM41qKrH1mCUNk6shkZGq2v1RliExGJtM4tcgQmRqZGpnMqJOLDPRWkUEGmZp/vCTw1x+J/PVHIn/9kcidH43c+dHInR+N/PVHI3e2R+5sj9zZHrmzPXJne+SO9sgd7ZE72iN3tEduvyJy+xWR26+I3D4/cvv8yO3zI7fPj9w+P3L7/Mjt8yO3z4/cPj9y+/zI7fMj354f+fb8yLfnR749P/Lt+ZFvz498e37k2/Mjn/rz+9kfMrncYVXgKDdmzBgGBgbY1eDgIKNGjSJ34GTeNJk92tJXZXxLkd3ZtL7KrmTqrN9YZdKEIq/Xt7lKy7giu7N2a5UTxhZ5s0ZtbaWpr0RTX4mmvhJj15Vo6ivR1Feiqa9EU1+Jpr4STX0lmvpKNPWVGLuuRFNfiaa+Ek19JZr6SoxdV2LsuhJj15UYu67EmPUlxq4rMXZdibHrSoxdV2LsuhJj1pcYu67E2HUlxqwvMWZ9iTHrSzT2lxizvsSY9SXGrC/R2F9iV8t3LqF11DSGWWCBxRuSYUpTkTdy/Lgiz6xdgkyNTEYmM/3kefRvqjJEJiOTkUH8N5k6MpkTZ7axpa/KMJk6MpmmKUV2JZORqZGhcWqRHWuqyNTIZGRqGlqLDPRWGSbDiy2tdM8u0T27RPfsEj+ZVaJ7donu2SW6Z5fonl2ie3aJ7tklHjuzxGNnluieXeKxM0s8dmaJx84s8diZJR47s8RjZ5bonl3isTNLPHZmicfOLPHYmSVWnFVixVklVpxVYsVZJVacVWLFWSUeO7PEirNKrDirxIqzSqw4q8SKs0qsOKvEirNKvHB8K28nFlhggQUWWGCBBRZYYIEFFlhggQUWWGCRO0IUOMpNnjyZp556il319/dz7rnnkju0ZA6ZCc1F3ojMXsnslcwBM2BxSFiMYJGxyFhgkbHInNxQxAKLg0qm5szJbfRtrrIrmYxMpn9jlWEyGZlM62ltPN19D8Nk6shkxrcU2fpylWEyyGRkaprPaaP/iSXIZGQyMjXjz2tjy2NLeD2ZTGOpjV8/sgSZOjLIZGQyMm+azGEjc8SywAILLLDAAgsssMACCyywwAILLLDAAovcEaLAUe78889nyNKlSxmycuVKHn30UebOncuQJ554ghdffJHcvhnordLQWmRXMvtEJrN9bZWmKUVk3hSZOjL0b6qyNzKHjsACxEFjsVsWe2WxWxb0DlY5eVSRA3XC2Gms3VZliEyNzB7JZGQyMpze2sbzvUuQychkZGomNhcZIpORQSYjUzOupcjaZ5YgU0cmI0PTlCLbX1rFEJmMTEaG0VOL7HxhFUNkamRqZJCpIzOCTEZmBJmMTEbmgMkcNSywwAILLLDAAgsssMACCyywwAILLLDAIneEKHCUKxQKfOtb32LRokVcddVVfPzjH+eb3/wmLS0tDLn11ltZvnw5uYNDhh1rqjROLXKoyezRpAlFhsnUrHu1yt7IHHYWI1jskcVeWYxggUWNRU3vQJXWhiK788LOKlMbi7wZMjUt44r0ba4yRCYjk0mOLTJMJiOTkUGGCc1FNq2vIlNHJiPD+JYiw2TqyGSapkxj+9oqw2QyMpkxJ05j55oqMjUyNTKZMXPnsXP5UmTqyCBTIzOCzH6ReUvJ5HKHRYEcF1xwAcuXL+fOO+9kxYoVXHbZZQy7++67ueKKK3i9efPmsWzZMnIgc0jJjLD5lSrjW4rszqb1VSZOKvJ6Mm/o+PFFdiXzG89iBIsaixFWD1ZpbSgyxAILLEawGEFmt2RqZOocP77IulerDJPZreYJRfo3Vhkik5Gpc8rpbfQ+v4QhMshkZDInzJ7H2meWMkwGmYxMTdOUIv1PLEEmI5ORqWmcWmTLY0sYIlMjUyODTM1Ab5UhMnskUyMzgswBkdkjmaOCBRZYYIEFFlhggQUWWGCBBRZYYIEFFljkjhAFcpljjjmGQqFA7m3A7JXMflm7vcr+6B2o0tpQ5M2wGMGijkXGImMxgkWNRY1FxqLGgtWDVVobiljUscBin5wwtsjabVVk9kiGlnFF+rZUkcnI1MggU3N6axu/WL2EYTIZGWQym9avYlcyGRlkMjJ1ZDIyJGe3sW1tlSEyGZmMDOPPa2PHmioyNTI1Mplj5l/NzkeXIJORycjskcwIMhmZ3BuwwAILLLDAAgsssMACCyywwAILLLDAAovcEaJALvcWkqkjs1syB0X/xirNE4ociClNRWQOC4uDwqLGYo8s6izfuZTWhiKHikydVzavYm9kavo3rkImI1NHhtbT5rFpfRWZOjJ1TpjZxi+W3cMQGWQyMnWaphTZ/lKVITIZmYwMjVOL7FhTRaZGpkYGmZqG1iIDvVVkkKmRQaZGpkamRuaAyLylZI44FlhggQUWWGCBBRZYYIEFFlhggQUWWGCRO0IUyOWOQNvWVmmaUmRXMgdMZrdkdktmn6zZUeWk0UVer7WhyJHIosaixqLGosai5uSGIhZYYFFnzY4qUxuL7M2UpiJrt1fZlUxGpmb2lHn0ba4yRCYjU2f6yfPo31RliExGps7E5iKb+qsMkUEmI5MZ31JkyJZXqgyTychkxk4p0v/EEobJZGQy489rY8tjSxgiUyOTkaGx1MavH1mCzH8x+03mgMjskUwu9xunQC73NiJzQGTo21ylZVyR15N5QzKHnEUdi92y2CcWNRZ1lu9cwtwx89iVReaFnauYOrrIG1m7rcoQmb0S/00mI1Onf2OVYTIZGWRqTjmtjd7nl7ArmYwMMjXjW4rI1JHJyCBD05QiQ2QyMhkZZGp2vrCKYTI1MsjUNJxcZOfypexKpkamRqZGpkamRmYEmYxMbi8ssMACCyywwAILLLDAAgsssMACCyywwCJ3hCiQy/0GkUGGLX1VxrcUGSaDTM2m9VUmTipyqMgcEIt9YrHfLEawqLGosaix2CMLeger7I7FPjthbJHdkcnIcPy4Is+sXYJMRiYjU3N6axvP9y5BJiNTR6ZmQnORV9dVkcnI1JFhyuw21j6zBBlkMjJ1Jp0zj/4nljJEJiODTGb8ufPYuaaKTEYmI8Oo1mkMkUEG8V9kamQOGpncLiywwAILLLDAAgsssMACCyywwAILLLDAIneEKJDLHWYyeyWzT2SQQWavZHKvY1FjgQUWNasHqwyZO6YNCyywqLNmZxWL/SKTkcmcObmNvs1VhshkZDIyJMcWGSaTkUEmI1Ozsb/KEJmMDDKZ8UmRzX2rGCaTkUEmI/6bDDIZmZrGqUW2PLaEITIZGWRqmsLVbP+7e5DJyIwgs1cyB53MQSVzRLHAAgsssMACCyywwAILLLDAAgsssMACi9wRokAud5jtWLOK0VOLvBX6N1aZNLHIEJm9ksms3VblhLFF9lXvQJUDYfGmWOyVxW5Z1KwerNLaUMQCCyxqLGosaqY2TmNPZDJrt1XZHzIZmTrNE4r0b6wyRKaOTOaU09vYtL7KMJk6MjXjj5/GlleqyGRk6sgw6Zw21vzLPcjUkcnIMP68NnasqSJTI4NMjQwyyNDQWmSgt8oQmRoZZGpkMjI1MgeFTC73tlEglzuIZI4oMnVk3hIWb4pFHYuMxR5Z1FhkLGossMAis3znUuY2trE3L+yoMrWxyBuZ0lREJiOTkcm0jCvSt7nKMJmMTOb01jZ+sXoJw2TqyNRMaC7yq58vRSYjU0eGcS1FtvRVGSKTkUEmc8zkIkO2v1RFBpmMTEaGxqlFdqypIpORqZFBhsZSG79+ZAk1Bpl9JjOCTEYmtwcWWGCBBRZYYIEFFlhggQUWWGCBBRZYYJE7QhTI5d5iMnW2v1SlaUqRA7Vp/Sr2h0xN3+ZVHD+uiMxbwuKgsdgrizoWNct3LmHumHlYYFFjUWMxgsV+kcnI1Bw/vkjPS0vYlUxGJtO/cRUyGRlkMjJMbJ7GMJmMDDKZE2e2sfaZJQyTqSOTaZpSZFcyGRlkasaf18bWFUsYIoNMjUyNDGPmzmPn8qXIIP6LDDLIZGQOO5m3LQsssMACCyywwAILLLDAAgsssMACCyywyB0hCuRyh4HMQbPllSpvZEJzkcNN5ohmUccCCwxY1Dy6cwknjypiUWNRY5FZs7PK1MYieyNTs3ZbFZk9kqFlXJEhMnVkMjJMP3ke/ZuqDJGpI5M55bQ2nu6+h2EydWQy41uKbH25yjCZOjI1zee00f/EEmQyMnVkGHfePLZ0L0UmI1MjU9MUrmb7393DMJkRZDIyB0wm9/+zwAILLLDAAgsssMACCyywwAILLLDAAovcEaJALneIyBwy41uKvBGZQ0bmsLHYJxa7ZZGxGElgUfNX5x3H8TNvZcdpHew8tYOBaR0MntKBTuqgMLWDhhM7+Pw5GyiefCtjju+gKelgXHMH44/rYMKEDiYe28Fx4ztoHtfBX507kXc038rkxg5OGNXBiQ0dTC10cDIdtLqDaQMdFH/dwRdn93PB6FuZvr2DM7Z2MHNLB7Nf7eDMTR28Y0MHZ/d3cM76DtqbvscVY7/HuWs7OO+lDuas6eCCFzq48FcdzO3t4OJqB5f8soPf67+VvzrvON6zsoNLn+vgvT0dvP8/O/idpzu47KkOPvCzDj74RAcf+o8O/sd5E/n9xzv4yGMdfHRFB+3/3sH8H3fwseUdfGx5Bx9f1sEnl3bQ2drPgv+8lU/9Wwef/kEHn/5BB9c81MFn/rmDBd/v4LP/1MF1/6uDL635Hl964Xv88eIO/uSBDjru7+AL93UQ/66DG/7vDv7s/+rgy/9nB3913nGcuK4XGWSQQaZGZrdkamRqZA6IzGEjk8sdMgVyuaOEzBHLYp9Z7JVFjcVuWdRYYIFFzVOPfJOGjXNp2FSi8GqJwqsl9GoJbS7hLSW8tcTgthK9G09kcFuJgW0lBraX2PlaiZ07SuzYWWLHzhI7dpZ4bWeJFX072DZQYttgiW2DJba6xFaX2OISWyjxqkq8Wijx76/sYFOhxKaGEhsbSmwcVaJ/dIn+xhL9jSX6G0usH1Ni5Y6p9I2dyytNJV45psQrx5R45ZgSL48rsXZciZeOLfHSsSVenFDi3195jRcnlFgzscQLE0v8qrnEr5pL9E4q0TupRO+kEqsnlfhPprKqpUT1+BK/nFzil5NL/HJyieenlHh+Somfn1ji5yeW+FlhKk82TGXl1BI9J5V47qQSz7aWeLa1xLOtJZ45pcQzp5R4elqJn44+kadOLfHUqSWeOrXEz04r8bPTSjxxeoknTy/xxPQS3WNP5H+ddAHfnxvYlUwdmdxBYoEFFlhggQUWWGCBBRZYYIEFFlhggQUWuSNEgVzuCCVz0PVvqtI8oYjMPpE5olnsE4s6FnUsKLzWyuJV2xj1SqChL1BYFyisD9AfYEPAGwKDGwOLV23j168Gfr05sGNLYMfWwGtbA9u3BbZtD2x9LbB1R2D52ik8v2kOr/46sGkgsHEwsMGBDQTWK7C+EFhXCDy77QJ+tG4KL48OvNwYWNsYeGls4MWxgTVNgReOCfxqXOBX4wKLV21j9YTAqgmB6sTAL48L/KI58ItJgecnBX6eBFa2BBav2kbP5MCzUwLPnhB45oTAf54YeHpq4KmTAj87OfCz1sC/bJnC8mPm8B/TAj8tBh4/NfCT0wI/OT3QPT3w2PTAihmBJRPn8M/bp/DjWYEfzw48Ojuw/MzAI2cFlr0j8KOzA0vPCSw9J7B41TZ++M7Av/1W4F/fFXj43MAPzgv84PzAQ3MCD80J/NNJF/APg5MZIvOmyWRkcrthgQUWWGCBBRZYYIEFFlhggQUWWGCBBRa5I0SBXO5tSOagkzkgFntl8ZayqHl0x1LmNraROzLIvCVk3pYssMACCyywwAILLLDAAgsssMACCyywwCJ3hCiQyx0BZI5Ya7dVmdJU5O1u9WCV1oZp5A69xrnz2Ll8KTI1MsggUyNTRyaXy71OgVzuKCaT6dtcZX+t2VFlamORA2Vx2FhgkbHAosaC3oEqJ48q8kbW7KiS23cyI4j/JlNH5qCSyf1/LLDAAgsssMACCyywwAILLLDAAgsssMAid4QokMu9BWT2icx+29RfZeKkaexKZp+0jJ/GEJk3pbWhyMFg8aZYjGCBxQi9g1VaG4rsyiJ3EMnUNM5tY+ejS5B5QzIZmToyuX1kgQUWWGCBBRZYYIEFFlhggQUWWGCBBRa5I0SBXO4gGlxdpaG1yFvKHBYyh53FblnUsdhnFvQOVBnS2lAkd+g1tBYZ6K0yTGa/yLwpMkcdCyywwAILLLDAAgsssMACCyywwAILLLDIHSEK5HJHmG1rq+zN5r4q41qKHCgxkkyNzGFjcdBZjGCxRxY1qwertDYUGWKROwwaWosM9FaRqZF5W5LJ5Q6JArncEWjslCIHQuaI0TtQ5VCyeFMsMst3LmVuYxsWucOkobXI4Ooqu5KpI/PWMG87FlhggQUWWGCBBRZYYIEFFlhggQUWWGCRO0IUyOUOs51rqjROnca+kjlo1m9cRfOEIm81i9xRSiYz2FtlT2T2i8xBI95+LLDAAgsssMACCyywwAILLLDAAgsssMAid4QokMvljnq9A1VaG6aROzxkaGgtsjsyyOQOMgsssMACCyywwAILLLDAAgsssMACCyywyB0hCuRyucPK4ohikfsNILPPZHK5t70Cuf3W29vLww8/TE9PD7ncbwKLOhZ1egeqtDYU2ZVF7hAbWL2KITK5Q8wCCyywwAILLLDAAgsssMACCyywwAILLPZq8+bN3HHHHdx4440sW7aM3KFTILdfHnzwQa688koeeughFi5cyG233Ubu7U3mLWFxUFnkjiANJxfJHT4WWGCBBRZYYIEFFlhggQUWWGCBBRZYYLFX1157La+99hrve9/7+Na3vsWDDz5I7tAokNtnAwMDdHZ2cu+993LLLbdw//33c/fdd1OtVskduWQOGpk3xeItZ5E7Qgz0VskdHhZYYIEFFlhggQUWWGCBBRZYYIEFFlhgsUc//elP2bJlC1/4whe49NJL+drXvsZ3vvMdcodGgdw++9GPfsRxxx3H9OnTGTJp0iTe/e5388gjj5B768nkdmExgsVu9Q5WaW0okjt8GlqnkXt7Wb16NbNmzWLY2WefzcqVKxkcHCR38BXI7bMNGzYwa9YsdjV+/Hiee+459uSCpx+l3JVS7kopd6WUu1LKXSnlrpRyV0q5K6XclVLuSil3pZS7UspdKeWulHJXSrkrpdyVUu5KKXellLtSyl0p5a6UcldKuSul3JVS7kopd6WUu1LKXSnlrpRyV0q5K6XclVLuSil3pZS7UspdKeWulHJXSrkrpdyVUu5KKXellLtSyl0p5a6UcldKuSul3JVS7kopd6Wc9PKv+PDSLj53f8rCB1I+uzhlwfdSPvMPKdc8mHLtkw+wcHwfV/1zyqf+d8ofPpTyyR+kfOLhlI//a8rHfpjy6S3dXL31J7QvS/noIykffjTl8h+n/P7/k/KhFSlX9D7AtUkflz2e8v7/SHnfEym//WTKpU+lvOfplA++8gCfntzHxc+lXLQyZe7zKRf+ImVONeW81SkfHtPN5WN+wjvXpJzzUso7Xk4565WU2etSPji+m989tpvpm1JOfzXl1C0p07altL6W8r5J3bw3+QknDKZMJuV4pSQNKbMmPMD8Yh/HNqWMG5dyzPiUsRNSGo9L+ejpfbSe+ABMThk8IWXgxJSdJ6W86/Ru3jXjJ2w5NeXV01M2zkjZnvyY7cmj9M9M6Z+Z0j8zpX9mSv/MlP6ZKf0zU/pnpvTPTOmfmdI/M6V/Zkr/zJT+mSn9M1M2nJGy4YyUDWekbDgjZcMZKRvOSNk4I2XjjJSNM1I2zkjZND1l0/SUTdNTXj095dXTUzaflrL5tJQtp6ZsOTVlazFlazFl27SUy8/oY3LxAXacnLLzpJRfT00ZODFl8IQUT0lhcoqOT2lIUsqzxzO6OaXxuJQxE1PGTkhpOjZl3LiU8cekHNuUMmFsSji1j5kTH6B5dMqkUSkthZTjlTKZlClOOWEw5cSBlPcm3bxvUjetr6Wcsj1l2raU4taUU7eknLY55fRXU2ZsTLnAD/DJk/qYtT5l9rqUM/tSznol5ey1Kee8lPJ/vJjyzjUpv/VCSnn2eM7tTTl/VcqcasoFv0y58Bcpc59PKf085aKVKRc/lzJf3Xyw7wHa/jPlPU+nXPpUynt/lvLbT6a8/z9SfuenKZc9nvLRXz3AtZP6+OBjKR9akfJ7/55y+Y9TPvxoykeWp3z0kZT2ZSmf+PkDLJjYx8d+mHLlv6V8/F9TPvFwyid/kPIH/5Lyhw+lfOp/p1z1zynX/OwBPndsH9c8mHLNgynX/mPKtf+Y8pl/SPnMP6Qs+F7Kgu+lfHZxymcXp3x2ccp1f59y3d+nXPf3KQsfSFn4QMrCB1IWPpCy8IGUz92f8rn7Uz53f8rn7k/53P0pn7s/5fr7Uq6/L+X6+1Kuvy/l+vtSrr8v5fr7Uq6/L+X6+1Kuvy/l+vtSrr8v5fr7UspdKeWulHJXSrkrpdyVUu5KKXellLtSyl0p5a6UcldKuSul3JVS7kopd6WUu1LKXSnlrpRyV0q5K6XclVLuSil3pZS7UspdKeWulHJXSrkrpdyVUu5KKXellLtSyl0p5a6UcldKuSul3JVS7kopd6Vc8PSj7I+tc+YwY9ZMZsyayYxZM5kxayYzZs1kxqyZzJg1kxmzZjJj1kxmzJrJjFkzmTFrJjNmzWTGrJnMmDWTGbNmMmPWTGbMmsmMWTPZOmcOu7N161bGjBnDsEKhgCQGBgbIHXwFcvtsYGCAQqHArgqFAoODg+xOEiIfOKtEBagAFaACVIAKUAEqQAWoABWgAlSAClABKkAFqAAVoAJUgApQASpABagAFaACVIAKUAEqQAWoABWgAlSAClABKkAFqAAVoAJUgApQASpABagAFeCc9wSundzKTQ3w1VHwldFw4xj48lj4UhN8eVaRm665mngsfGEidBwHf9IMf5xAuQWuPx4WfeZqPv+uIp89ET5zElx7MvzRKfDpaXB1ERbMLfKl667mkzPgE2fAlbPgY7MhnAlXvAM+dWmRL15/NR9+J/z+u+D3zoUPnsM5coUAAA6gSURBVA8fuAAuuxC+8Pmraf9QkfdeApe+G9ra4N2XwiXvhT/8ozb+4Jo2LrwM5vwunPchOPf34Lcuh+u/eDWXfqrIO66AMwPMuhLO+ARM/wOoVCqcehVM+zS0XgMnfQZO/CxUKhUmfw5ayjDp83BcB0z4U7jmpquZ+eUiY78MY26E0V+BiVcHGr/YSuFmKNwMhZuhcDMUbobCzVC4GQo3Q+FmKNwMDTdBw03QcBM03AQNN0HDTdBwEzTcBKO+CqO+CqO+CqO+CqO+CqO/AqO/AqO/Ao2LoHERNC6CMTfCmBth7Jdh7Jeh6UvQ9CU45s9g3A1QqVQY/0U4NsKEP4WJX4DmP4FJn4fkj6GlDMdfD5M/B5VKhROugxM/Cyd9Bk6+FlqvgVP+CKZ9GopXw6lXwXVfupqLPlNkxifhjE/AzI/DrCth9sfgrPnwjivg7Hb42MI2PnZdG+/8MPzW5fCu34fzPgTnfxDm/C5c8AG48DL44Pwin//C1Vz823DJe+Hdl8K890BbG7xnHlz6bnjvJfC+i6BSqfA7c+GyC+EDF8DvzoEPng+/dy78/rvg8t+CD78Tvnj91fzhpUXaz4b5Z0E4Ez42G66cBR+fCZ84Az45Az7/0Tb+5CNtXHUqXF2ET0+DPzoFrmmFa0+GBVPhsyfCdSdApVLhc5Ph+uOh3AJ/nMCfNEPHcfCFifCnEyAeC4ve38ai97Vxwzj4s2PgS03w5bHw5bFw4xi4cQwsaoRFjfCV0fCV0fCV0fDVUfDVUfDVUfDVUXBTA9zUADc1wE0NcFMD3NQANxfg5gLcXICbC3BzAW4uwM0FuLkAnYJOQaegU9Ap6BR0CjoFnYJOQaegU9Ap6BR0CjoFnYJOQaegU9Ap6BR0CjoFnYJOQaegAlSAClABKkAFqAAVoAJUgApQASpABagAFaACVIAKUAE+cFaJJET2Ve/f/i09PT309PTQ09NDT08PPT099PT00NPTQ09PDz09PfT09NDT00NPTw89PT309PTQ09NDT08PPT099PT00NPTQ+/f/i27UygUGBwcZFe2KRQK5A6+Arl9NmbMGAYGBtjV4OAgo0aNYk+SEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRJESSEElCJAmRI9HEiRPZsmULwzZs2MDo0aNpaGggd/AVyO2zyZMn89RTT7Gr/v5+zj33XHK5XC53dJszZw7Lli2jr6+PIYsXL+ayyy4jd2gUyO2z888/nyFLly5lyMqVK3n00UeZO3cuuVwulzu6TZo0ic7OTubPn88111zDfffdxw033EDu0CiQ22eFQoFvfetbLFq0iKuuuoqPf/zjfPOb36SlpYVcLpfL5S6//HJ++MMfctddd/H973+flpYWcodGgdx+ueCCC1i+fDl33nknK1as4LLLLiOXy+VyudzhVSB3QI455hgKhQK5XC6Xy+UOvwK5XC6Xy+Vyv2EK5A6LZcuWcbTo7e3l4Ycfpqenh71Zv3493d3ddHd3093dTXd3N5s2beLtqLe3l4cffpienh6OFr29vTz88MP09PSwN+vXr6e7u5vu7m66u7vp7u5m06ZNHA2WLVvG0WbZsmXszfr16+nu7qa7u5vu7m66u7vZtGkTudzrFcgdcnfccQeLFi3iaPDggw9y5ZVX8tBDD7Fw4UJuu+029mTx4sVcddVVLFiwgAULFrBgwQKefPJJ3m4efPBBrrzySh566CEWLlzIbbfdxtvdgw8+yJVXXslDDz3EwoULue2229iTxYsXc9VVV7FgwQIWLFjAggULePLJJ3m7u+OOO1i0aBFHkzvuuINFixaxN4sXL+aqq65iwYIFLFiwgAULFvDkk0+Sy71egdwhs2HDBm688Ua+853vcDQYGBigs7OTe++9l1tuuYX777+fu+++m2q1yu48/fTTfOUrX+Hxxx/n8ccf5/HHH+fiiy/m7WRgYIDOzk7uvfdebrnlFu6//37uvvtuqtUqb1cDAwN0dnZy7733csstt/D/tgcHr+w/cBzHn70pWQ5aonZEcVMTsoYLRXGTsstS/gUHJg6kFLW0Wknt6LJ/QWK2g2alcMDhy0W7sKPos359Dmotv5/f4evw+ez1eGSzWTKZDH/+/OE7t7e3JBIJSqUSpVKJUqlENBrFryqVCqurqxwdHdEoKpUKq6urHB0d8ZPb21sSiQSlUolSqUSpVCIajSJSz5Bfk0wmCQaD7Ozs0AjOz89pb2+nt7cXVzAYZHx8nIuLC75zd3dHT08Pr6+vfH5+4kfn5+e0t7fT29uLKxgMMj4+zsXFBX51fn5Oe3s7vb29uILBIOPj41xcXPCdu7s7enp6eH195fPzE79LJpMEg0F2dnZoFMlkkmAwyM7ODj+5u7ujp6eH19dXPj8/Efk3hvyajY0NVlZWaG1tpRFUKhX6+/up1dbWxv39PfUcx+H5+ZmtrS1mZ2cZGBhgfX0dv6lUKvT391Orra2N+/t7/KpSqdDf30+ttrY27u/vqec4Ds/Pz2xtbTE7O8vAwADr6+v42cbGBisrK7S2ttIoNjY2WFlZobW1lf/iOA7Pz89sbW0xOzvLwMAA6+vriHzHkF9jZjQSx3EwM2qZGdVqlXrlcpnJyUkODw8pFAqcnp6Sy+U4Pj7GTxzHwcyoZWZUq1X8ynEczIxaZka1WqVeuVxmcnKSw8NDCoUCp6en5HI5jo+P8Sszo9GYGf9HuVxmcnKSw8NDCoUCp6en5HI5jo+PEalnyF+xvb1NOBwmHA4zNjZGI9je3iYcDhMOhxkbG6OlpQXHcahVrVZpbm6mXigU4uDggFAohKurq4upqSmurq7wk5aWFhzHoVa1WqW5uRm/amlpwXEcalWrVZqbm6kXCoU4ODggFArh6urqYmpqiqurK6TxhEIhDg4OCIVCuLq6upiamuLq6gqReob8FbFYjFQqRSqVYn9/n0YQi8VIpVKkUin29/fp7Ozk5uaGWm9vbwwODlLv6emJbDZLrY+PD5qamvCTzs5Obm5uqPX29sbg4CB+1dnZyc3NDbXe3t4YHByk3tPTE9lsllofHx80NTUhjefp6YlsNkutj48PmpqaEKlnyF/R3d1NJBIhEokwPDxMI+ju7iYSiRCJRBgeHmZoaAjX2dkZroeHBwqFAqOjo7iur695eXnB9f7+zubmJo+Pj7jK5TInJyfMzc3hJ0NDQ7jOzs5wPTw8UCgUGB0dxa+GhoZwnZ2d4Xp4eKBQKDA6Oorr+vqal5cXXO/v72xubvL4+IirXC5zcnLC3Nwc0hiur695eXnB9f7+zubmJo+Pj7jK5TInJyfMzc0hUs8Q+UvMjL29PdbW1ojH4ywuLrK7u0tHRweuZDJJPp/H1dfXRyKRYGFhgXg8zszMDMvLy0SjUfzEzNjb22NtbY14PM7i4iK7u7t0dHTgV2bG3t4ea2trxONxFhcX2d3dpaOjA1cymSSfz+Pq6+sjkUiwsLBAPB5nZmaG5eVlotEo0hiSyST5fB5XX18fiUSChYUF4vE4MzMzLC8vE41GEalnyK+bmJggl8vRCEZGRsjn86TTaS4vL5menuZLJpNhfn6eL7FYjGKxSDqdplgssrS0hB+NjIyQz+dJp9NcXl4yPT2N342MjJDP50mn01xeXjI9Pc2XTCbD/Pw8X2KxGMVikXQ6TbFYZGlpiUYwMTFBLpejkUxMTJDL5aiVyWSYn5/nSywWo1gskk6nKRaLLC0tIfIdQ+QXBAIBzIyfmBmBQAAzw+8CgQBmRiMJBAKYGT8xMwKBAGaGiJkRCAQwM0T+jSEiIiLiMYaIiIiIxxgiIiIiHmOIiIiIeIwhIiIi4jGGiIiIiMcYIiIiIh5jiIiIiHiMISIiIuIxhoiIiIjHGCIiIiIeY4iIiIh4jCEiIiLiMYaIiIiIxxgiIiIiHmOIiIiIeIwhIiIi4jGGiIiIiMcYIiIiIh5jiIiIiHiMISIiIuIxhoiIiIjHGCIiIiIeY4iIiIh4jCEiIiLiMYaIiIiIx/wD3SiBjf60eA0AAAAASUVORK5CYII=" style="width: 560px;"></div></div></div></div></div><div class = 'S5'><span>Now we post-process the result by calculating the gradients and calculating the magnitude of the field </span><span style=' font-family: monospace;'>Bn</span><span>, which we also plot.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >Bn=hypot(result.XGradients,result.YGradients);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; pdeplot(model,</span><span style="color: rgb(170, 4, 249);">'xydata'</span><span >,Bn,</span><span style="color: rgb(170, 4, 249);">'contour'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >); </span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >hold </span><span style="color: rgb(170, 4, 249);">on</span><span >; pdegplot(model);</span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="8BEB21E3" data-scroll-top="null" data-scroll-left="null" data-testid="output_4" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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GPJxpKNJRtLNpZsLNlYsrFkY8nGko0lG0s2lmws2ViysWRjycaSjSUbSzaWbCzZWLKxZGPJxpKN5fsre5yIfFJm/8ED7D94gP0HD7D/4AH2HzzA/oMH2H/wAPsPHmD/wQPsP3iA/QcPsP/gAfYfPMD+gwfYf/AA+w8eYP/BA+w/eICNf7WJfFLm71NK4Qtf+AI33HADCgSllFJKvWpVoApUgSpQBapAFagCVaAKVIEqUAWqQBWoAlWgClz54lX8Q6677jpuvfVWli1bhgJBKaWUUq9aFagCVaAKVIEqUAWqQBWoAlWgClSBKlAFqkAVqAJV+HvdeeednH/++RhjUH9NUEoppdSr1jbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20Db8ve6//362bNnC29/+dn7+53+el19+mbe//e0Mh0P+uRJew9asWcNXvvIVlFJKqf9aqkAVqAJVoApUgSpQBapAFagCVaAKVIEqUAWqQBWowt9r+/btPP744zz++ON89atf5eSTT+bxxx+n0+nwz5WglFJKqVetClSBKlAFqkAVqAJVoApUgSpQBapAFagCVaAKVIEqqBMgKKWUUupVaxtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBv+UU466SQef/xx/rkTlFJKKfWqVYEqUAWqQBWoAlWgClSBKlAFqkAVqAJVoApUgSpQBXUCBKWUUkq9alWgClSBKlAFqkAVqAJVoApUgSpQBapAFagCVaAKVEGdAEEppZRSr1oVqAJVoApUgSpQBapAFagCVaAKVIEqUAWqQBWoAlVQJ0BQSiml1KvWNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNqgTICillFLqVasCVaAKVIEqUAWqQBWoAlWgClSBKlAFqkAVqAJVoArqBAhKKaWUetWqQBWoAlWgClSBKlAFqkAVqAJVoApUgSpQBapAFaiCOgGCUkoppV61toG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtkGdAEEppZRSr1oVqAJVoApUgSpQBapAFagCVaAKVIEqUAWqQBWoAlVQJ0BQSiml1KtWBapAFagCVaAKVIEqUAWqQBWoAlWgClSBKlAFqkAV1AkQlFJKKfWqVYEqUAWqQBWoAlWgClSBKlAFqkAVqAJVoApUgSpQBXUCBKWUUkq9am0DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA22DOgGCUkoppV61KlAFqkAVqAJVoApUgSpQBapAFagCVaAKVIEqUAWqoE6AoJRSSqlXrQpUgSpQBapAFagCVaAKVIEqUAWqQBWoAlWgClSBKqgTICillFLqVWsbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gb1AkQlFJKKfWqVYEqUAWqQBWoAlWgClSBKlAFqkAVqAJVoApUgSpQBXUCBKWUUkq9alWgClSBKlAFqkAVqAJVoApUgSpQBapAFagCVaAKVEGdAEEppZRSr1oVqAJVoApUgSpQBapAFagCVaAKVIEqUAWqQBWoAlVQJ0AYI6UUdu3axYEDB/gvOXz4MLt27WL//v0opZRS/7W0DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DeoECGPigQce4Nd//dfZsWMHV1xxBZ/73Of4+9x9991ceOGF7Nixg2uuuYabb74Z9f9P00LTQtNC00LTQtNC00LTQtNC00LTQtNC00LTQtOCVJAKUkEqSAWpIBWkglSQClJhYgQTI5gYwcQIJkYwMYKJEUyMYGIEEyOYGMHECCZGMDGCiRFMLsHkEkwuweQSTC7B5BJMLsHkEkwuweQSTC5BZwidIXSG0BlCZwidIXSG0BlCZwidIXSG0BlCZwidIXSG0BlCZwjdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXQH0B1AdwDdAXSG0BlCZwidIXSG0BlCZwidIXSG0BlCZwidIXSG0BlCZwidIUwuweQSTC7B5BJMLsHkEkwuweQSTC7B5BJMLsHkEkwuweQSTC7BxAgmRjAxgokRTIxgYgQTI5gYwcQIJkYwMYKJEUyMYGIEEyOQClJBKkgFqSAVpIJUkApSQSpIBakgFaRC00LTQtNC00LTQtNC00LTQtNC00LTQtNC00LTQtOiXqOqQBWoAlWgClSBKlAFqkAVqAJVoApUgSpQBapAFaiCOgHCGBiNRqSU+PznP89nP/tZ5ubmuPvuuzl8+DB/V62VO+64g61bt/LZz36WL33pS9x7773s378f9Q9rWmhaaFpoWpAKUkEqNC00LTQtSAWpIBWkwsQIJkYwMYKJEUyMYHIJJpdgcgkmRjAxgokRTC7B5BJMLsHkEnSG0BlCZwidIUwuQWcInSF0htAZQmcInSF0B9AdQHcA3QFMHYep4zB1HKaOQ3cAU8dh6jhMHYep4zB1HKaOw7JjsOwYLDsGy47B1HFYdgyWHYNlx2DZMVh2DJYdg2XHYPkrsPwVWP4KTB04zNSBw0wdOMzUgcMse+Iw3Yf20Nm5h87OPXR27qH70B66D+2h+9AeJrdsZXLLVia3bGVyy1Ymt2xlcstWJrdspbNlK50tW+ls2YrMzCIzs8jMLDIzi8zMIjOzyMwsMjOLzMwiM7PIzCwyM4vMzCIzs8jMLDIzi8zMIjOzyMwsMjOLzMwiM7PIzCwyM4vMzCIzs8jMLDIzi8zMIjOzyMwsMjNLZ8tWOlu20tmylcktW5ncspXJLVuZ3LKVyS1bmdyylcktW+k+tIfuQ3voPrSHzs49dHbuobNzD52de1j2xGGWPXGYZU8cZtkTh1n+Cix/BZa/AstfgeWvwPJXYPkrsOwYLDsGy47BsmOw7BgsOwbLjsGyY7DsGCw7BsuOwbJjMHUcpo7D1HGYOg7dAXQH0B1AdwBTx2HqOEwdh+4AugPoDqA7gO4AOkPoDKEzhM4QOkPoDGFyCTpD6AyhM4TOEDpD6Axhcgkml2ByCSaXYHIJJkYwMYKJEUyMYHIJJpdgcgkmRjAxgokRTIxAKkgFqSAVpIJUkApNC1JBKkgFqdC00LTQtNC00LTQtKgxUwWqQBWoAlWgClSBKlAFqkAVqAJVoApUgSpQBapAFdQJEMbAo48+yumnn86b3vQmfuzMM8/k/PPP56tf/Sr/OW3bsmzZMn5s+fLliAiDwQD1n2paaFpoWmhaaFpoWpAKTQtNC00LUkEqSAWpIBWkwsQIpIJUmBjBxAgmRjAxgokRTIxgcgkml2ByCSaXYHIJJpdgcgkml2ByCSaXoDOEzhA6Q+gMoTOEzhC6A+gOoDOE7gC6A+gOoDuA7gC6A+h89zCd7x5m8uBh5JE9yCN7YOtWmru30ty9ldFnZhluWE/99CzDDesZbljPsfeu5dh713LsvWs5as7lqDmXo+ZcFk9rOLKi4ciKhiMrGl55/1peef9aXnn/Wl55/1qO/vJajl2xnuFtswxvm2V42yyD22cZ3D7L4PZZWFiAhQVYWICFBdizAHsWYM8C7Z4F2j0LtHsWkO8dpjuA7gC6A+gOoDuA7gC6A+gOoDuA7gC6A+gOoDuA7gC6A+gOoDuA7gC6A+gOoDuA7gC6A+gOoDuA7gC6A+gOoDuA7gA6Q2j3LNDuWaDdswB7FmDPAuxZgIUFWFiAhQVYWGBw+yyD22cZ3D7L8LZZhrfNMrxtluFtsxz95bUc/eW1HP3ltRz95bUcWdFwZEXDkRUNR1Y0HFnR8PJbz+Xlt57LUXMuR825HDXncuy9azn23rUcf+9ahhvWM9ywnuGG9Yw+M8voM7OMPjNL/fQsbN0KW7cij+xh4uE9dL57mM53DzN1HLoD6A6gO4DuALoD6A6gO4DOELoD6A6gO4DOEDpD6AyhM4TOEDpD6Axhcgkml2ByCSaXYHIJJpdgcgkmRjC5BJNLMLkEEyOYGMHECKTCxAgmRjAxAqkwMYKJEUyMQCpIBanQtCAVpIJUaFpoWpAKUqFpoWn5G00LTYsaE20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA20DbQNtA22DOgHCGHjxxRd585vfzN92yimn8OSTT/J3iQgpJa688ko+97nPcdFFF/GBD3yAn/mZn0HBed/5Oo9c0eeRK/o8ckWfh6/s8/CVfR6+ss+ujX12beyza2OfnZv67NzUZ+emPjs39Xnoqj47r+qz86o+D13d56Gr+zx0VZ8dV/fZcXWfHVf32f6xPts/1mf7x/o8+PE+D368z4Mf7zN/TZ/5a/rMX9Nn2+Y+85v7zG/uM7+5z7bYZ9vmPts29/ly7PPl2OeBa/s8cG2fB67t88C1fe6/rs/91/W5/7o+913f577r+9x3fZ/7buhz3w19/vSDr+PeG/vce2Ofe2/sc9/vfYD7fu8DPLDtBu6fv4H7529g21/cyYMvzfPlb9/Jgy/N8+BL8+xYsY8dK/axY8U+dr71KDvfepSdbz3KI+9byaMbzuPRy8/j0cvPY/d7VrL7PSvZ/Z6V7H7PSna/ZyW737OSXeYou8xRdpmj7DJH2WWOssscZftp+9h+2j62n7aP7aftY/uKfWxfsY/tK/axY8U+dqzYx44V+9ixYh/bFufZtjjPtsV5ti3Os21xnm2L82xbnGfb4jzbFufZtjjPtsV5ti3Os21xnm2L82xbnGfb4jzbFufZtjjPtsV5ti3Os21xnm2L82xbnGfb4jzbFufZtjjPtsV5ti3Os21xnm2L88wfmWfHin3sWLGPHSv2sX3FPrav2Mf2FfvYfto+tp+2j+2n7WP7afvYZY6yyxxllznKLnOUXeYou8xRdpmj7H7PSna/ZyW737OS3e9ZyaOXn8ejl5/Ho5efx6OXn8ejG85j51uPsvOtR9n51qPsfOtRdr71KDtW7GPHin3sOG0fD740z4MvzfPgS/Ns+4s72fYXd7LtL+5k21/cyQPbbuCBbTdw3+99gPt+7wPce2Ofe2/s8ycXvo4//eDruO+GPvfd0Of+6/vcd32f+67vc9/1fe6/rs/91/W5/7o+91/X54Fr+zxwbZ8Hru3z5djny7HPl2OfL8c+2zb32Rb7bIt95jf3md/cZ35zn22b+8xf02f+mj7z1/SZv6bPgx/v8+DH+zz48T7bP9Zn+8f6bP9Yn+0f67Pj6j47ru6z4+o+O67u89DVfR66us9DV/fZeVWfnVf1eeiqPg9d1Wfnpj47N/XZuanPzk19dm3ss2tjn4ev7PPwlX0evrLPw1f2eeSKPo9c0eeRK/o8ckWfTV/6X1D/9FSBKlAFqkAVqAJVoApUgSpQBapAFagCVaAKVIEqUAV1AoQxMBqNEBH+NhGh1sp/zt69eznppJM455xzOP300zl06BBHjx5Fwf+4+0vcuzZw8ewcF8/Occmn5rg0zXFpmmP9zBzrZ+ZYf8sc62+Z48M3z3HZzXNc9sk5LvvkHJfdNMflN81x+U1zbLhxjg03zfEbN87xGzfO8ZFPzPGRG+b4yA1zfPT6OT56/RxXXDfHFdfNceW1c1x57Rwbr51jU5zjiv/pDq7wd7Bh1To2rFrHpU+dysWPPs+FX3yMC7/4GBcvPM/FC8+z/nunsv57p3L5cDUffd06Nr1jE5vesYmP/8odfPxX7iBeOUe8co4bbt/LJ27byydu28uNt+3lxlv3ctOte7np1r188jN7ufnTe7n503u5+dN7uWV2L7d8ai+3fGovN14+x02Xz3Hde+/guvfewTWrr+Ka1Vex6cx1fPToai4/eCqXHzyVy797KhcvPFHHCqYAACAASURBVM8lC89zwT2PccE9j3HJwvNccM9jXHDPY1xwz2NccM9jXLLneS7Z8zyX7HmeS/Y8zyV7nmfDk6ey4clT2fDkqWx48lQ2PHkqG548lY2Lq9m4uJqNi6vZuLiajYur2bi4mo2Lq9m4uJpNR1az6chqNp+yjs2nrGPzKevYfMo6Np+yjs2nrGPzKevYfMo6Np+yjs2nrGPzKevYfMo6Np+yjs2nrGPzKevYuLiajYur2bi4mo2Lq9m4uJqNi6vZuLiajYur2bi4mg1PnsqGJ09lw5OnsuHJU9nw5KlsePJULtnzPJfseZ5L9jzPJXue54J7HuOCex7jgnse44J7HuOCex7jgnse44J7HuOCex7jgnse4+KF57l44Xku/+6pXH7wVK44upqPHl3NpjPXsenMdVyz+iquWX0V1733Dq573x3cdPkcN10+xy2f2ssts3u5ZXYvt8zu5eZP7+XmT+/lk5/Zyyc/s5ebbt3LTbfu5cZb93LjrXv5xG17+cRte7nh9r1ce8Uc8co54pVzfPxX7iBummPTOzZxxcp1fPR16/jo69Zx+XA16793Kuu/dyoXfvExLvziY1y88DwXfvExLn70eS596lQuG67msuFqPtLfxEf6m9i4eY5NcY6N186x8do5rrx2jiuvneOK6+a44ro5Pnr9HB+9fo6P3DDHR26Y4yOfmOMjn5jjN26c4zdunGPDTXNsuHGOy2+c4/Kb5rjspjkuu2mOyz45x2WfnOPDN8/x4Zvn+PDNc6y/ZY71M3Osn5lj/cwcl6Y5Lk1zXPKpOS751BwXz85x8ewc/2uI9L/zddQ/PVWgClSBKlAFqkAVqAJVoApUgSpQBapAFagCVaAKVEGdAGEMTE1NMRqN+NtqrUxOTvJ3PfLII3zzm9/knnvu4YMf/CC///u/z4/dddddqL/2g3N6PH12j6fP7vH02T2ePrvH02f3ePrsHs+c1eOZs3s8e1aPZ87u8cxZPZ49q8ezZ/V49qwez57Z49kzezx7Zo/nzujx3Bk9njujx3Nn9PjhGT1+dHqPH57R40en9/jR6T2eOzKibH+Yp26Z4buXXMwTv3g++3/pfJ788MV8f98hvr/vEC++/yKOfmYLxz+/i9HDB2l3HoSHDjL6w13ULbtYmtnCsQ/fzMv/w4c4+ksfYnH6F1ic/gVePLnHSyf1ePHkHi+e3OP/fmHEj14Y8cy3D/GXOx7mL3c8zP5bZ9h36wzfuvJivnXlxfz5r57P1/qv52v91/PNqy7m8asu5sC/u4sDX7iLsv8Q399/iBdO7vHCyT0Gay5ieP5FDNdcxLLNW5javIXT7tjFOX90kNN/axe9h5d4/a4lXr9riTfsXOLM/3kXZ/3mLs76zV2c9Zu7OOXqLXT9zUy5m2nfdRG86yLad11E+66LOP4vfp6Xlvd4aXmPl5b3OLK8x5FlPX740ogfvjTiuSMjnjsyojxxiLL/EGX/Icr+Q5T9hyj7D1H2H6LsP0TZf4iy/xBl/yHK/kOU/YcoTxyiPHGIH7404ocvjTiyrMeRZT1eWt7jpeU9Xlre46XlPV5a3qN910W077oI3nUR7bsuYsrdTNffzClXb+GUq7dw1m/u4qzf3MUbdi7xhp1LvH7XEq/ftcTr/t1BVn7xICu/eJBz/uggp92xi2Wbt7Bs8xaGay5isOYiXji5x4sn93jh5B4vnNzj+/sPUfYf4sAX7uLAF+7i8asu5s/c+Xyt/3r+/FfP589/9Xzyr57Pt668mH23zrD/MzMcvOsuDt51F3+542Ge+fYhfvTiiJdO6vHiyT1eOqnHiyf3ePHkHi+e3GNx+hd44eQeR3/pQxz78M0cX38zxz58M8O0hbplF6M/3IU8sYQ8scRg6y5GDx/k6Ge28OL7L+KHp/d47oweT225i6e23MV3pl/PE794Pt+95GK+d8sM/9f/dhdPf+cQPzq9x49O7/Gj03v88IwePzq9xw/P6PHcGT2eO6PHc2f0eO6MHs+d0ePZM3s8d2aPZ8/s8exZPZ49q8ezZ/V49qwez57V49mzejxzdo9nzu7xzFk9nj67x9Nn93j67B5Pn93j6bN7/OCcHk+f3eMHZ/f4wTk/ifqnqQpUgSpQBapAFagCVaAKVIEqUAWqQBWoAlWgClSBKqgTIIyBlStX8u1vf5u/7YUXXuAd73gHf9cLL7zAT/3UTzExMcH/5w1veAOlFNR/rGmhaaFpoWmhaaFpQSo0LUgFqSAVJkYgFaTCxAikglSQChMjmBjBxAgmRtA8dZjhH23l+bMbjvzKWgb/++dpKqzYnDjnS7v5ydKy6utPcfYdd3POZ+9mxa9dyin/6t2c+o53c9LKN9IZQmcI3QF0B9AdwNRxmDoO3QF0BzB1HOR7h3n6wrU8/cG1PDnd8P0PreX7H1rLX/3bWY5/Y4HjX1/g9J9ZwxlvW8NPXpbofTjxlt/dTf/PWt75jZa3zz3FO+ae4l9+bjc/87nd/PT1d/PT193Nmy5K/HcXJl6/9lJev/ZS3rD2Un5i+t2cseKNHPuzBQ5/aj2HZ9fzH371XL75a+fyDdvw9Xc17Nu4lu9sXMt3Nq7lOxvX8oM/mOXpP5jlB1tmOfrnC7ycF3g5L/ByXuBoXmDqOEwdh6nj0D0OUwP4iek1rJpew6rpNayaXsOq6TWsevMaVr15Daum17Bqeg2rptewanoNq6bXsGp6Daum17DqzWtY9eY1rHrzGlZNr2HV9BpWTa9h1fQapgYwNYCp4zB1HKaOw9RxmDoOL+cFXs4LvJwXOPrnC/xgyyxP/8EsP/iDWQ7eup7vbFzLdzau5evvavj6uxq+YRu++Wvnsu/Ktey/Yi2HZ9dz+FPrWXYMVv3Uu/mJ6XfzhrWX8oZ3X8qbLky86cLEmy5K/LcXJd58/d389A138y8/t5vVn9vNO+ae4p3faOl/o+Utv7ubt/zubt5y525+8rLEGW9bw0mveyOTS9BZgsU/+Tx/9W9n+f6H1nLgzQ2H157L4bXn8vSFa3nlj7cydRymjsPUcegOYOo4dAfQHUB3AN0BdAfQHUBnCCetfCPLX/dGTvlX72bFr13KmVcnzrw68bp/v5uV/343P1lazvnSblZck+j8N29kosIrvz3L82c3vPjfn8vRK9czuQQTI5gYweQSTIxgYgRSQSpMjEAqSIWJEUgFqSAVpELTglSQCk0LUqFpoWn5fzUtNC00LTSof8raBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBtoG2gbaBnUChDHwsz/7s/zYwsICP/bd736Xr3/96/zcz/0cP/atb32LZ555hh97y1vewte+9jW+973v8WNHjhxh7969nHfeeai/1rTQtNC0/I2m5T/StNC00LT8jaaFpoWmBakgFaRC00LTQtNC00L9y8Mc/ewsZ/7Jblb+n09x9v+xmzP/zd1MvfPdTP7kG2lakApSQSpIBakgFaTCxAikglSQClJBKkiFiRFMjGBiBD/63VmmVr2Rn/ho4m3fbDFffoq3PvAU07+/m3Nn7uZfzNzNyvdfysr3Xcrpb3s3p7/t3Sx/3RuZGMHECCZHMDGCiRFMjGByBJMjmBjBxAgmRzA5gokRTI7gyON7ePE/7OFNFyXedGGi/1u76f/Wbt433/K++Za1dz3Fv77rKf71XU/xi3/4FPb23djbdmNv283br7qbt199N2+/+u7/hz34j/38LugE/3i+WlpaitqilBuofhtMVPDKrvbkKBf6LWfVvVuJPdZ2N2fTadSc/mFzLt0/IJv9MhBNFM6FXCLuGnemyyVqVljFPRIqcaZE2ADmTmWX/ZHd9mu7DhR/tBHHljbzfl7m5fW9/fQz0x+6d2kz38fDt//YUd/2Y0e95uY9r7l5z2tu3vPa79/zmu/fc/X1h+1cf9jO9Ydd/abDrn7TYVe/6bCr33TY1dcfdvX1h119/WFXX3/Y1dcfdvX1h119/WFXv+mwq9902NVvOuzqNx129ZsO27n+sJ3rD3vN9+95zffvec3Ne15z857X3LznW27Z8y237Pn2Hzvq2+446tvuOOqv33HUdT9x3HU/cdx1P3ncf/8L93nzP7nPm//Jff6H/7P+xkfrb3y0Xv9Tx73+p477jp8+7hv/5z2vuvE2//ffvcGFp7nwNBec5sLTXHiaC05zwWkuPM2Fp7ngNBee5sLTXHCaC05z4WkuffmOS67cccmVOy5/3a6X/43DXvWDe171Q3te+UN7vunnjvumf3Tct/76ff76/1Xf+PPHfePPH/eK/2XPH/z9242FsXDBaS44zVgYC2PhgtOMhbEwFsbCWBgLY2EspIyFsTBKyoWv2vHi/3bXV/34npf+3T0v+5Xj/quTdcWHjnv8Uyc8/skTUsZCSkpKylhISUlJSUlNKalVapWSmlJTSurA89QyWAbLYBksg2WwDJbBMlgGy2AZLINlsAyWwTJYBstw4DkYXgDGGN773vd6xzve4bbbbvN3/s7f8VM/9VO+9mu/1hnve9/7fPKTn3TGt3zLt3jHO97h5ptvdtttt3nzm9/sjW98o7e+9a3Od6lVSkpKakpJbUlJnVNKasMFV+246LpdT5aSelZSUk/rsZP7Ln/LbV767bv+slJbUhtS0yMP/r4rrtl1xTW7rrhm1yVX7rjkyh1npF5QUltSTys1XXLljkuu3HHJlTuuuGbXoRsPezqp/+IuOrTjokM7Lrt21xmPndyX2pLaktqS2pI6qwuu2nHRdbuWB/altqQ2pDakNqRWqVVqSm1IHXieWQbLYBksg2WwDJbBMlgGy2AZLINlsAyWwTJYBstgGQ48B8MLxOtf/3qf/OQnfeADH/CZz3zG93zP93jC0aNH/a2/9bc84ZZbbvGZz3zGBz7wAZ/+9Ke9/e1vd+DsUlNKakpJbUlJnVNKyuOfvMeLrtt1LqlnLfWspJ5W6q/s0Qf3XfKKb/BXkXpWUi84jzy47/8LqS2p1UWHdvz/IbV60XXXe+yT93iq1IbUhtSG1Co1paSmlJTUX6gDz0MNDQ0NDQ0NDQ0NDQ0NDQ0NDQ2Np/VHf/RH3v/+93v729/u05/+tPPd8AJz6aWXGmN4JmMMl156qQsuuMCBbSkpKSmpKbVKSW1JSZ3T45864aLrrvd0UlLPSuqsTv32CRcd2vGE1NNKnVXqWXnki/suv2bXf2mp/0+kNqTOKvWcpLZcfs2uR7+474zUOaU2pDaknrMXHdpx6rMn/GWltqSe0eOfOuHJUhtSG1IbUqvUlJpSUlIHXgCWwTJYBstgGSyDZbAMlsEyWAbLYBksg2WwDJbBMliGc3rkkUe89a1v9TVf8zVuvPFG7373u919993OZ8OB80pKakpNqSk1paRWKSmpDSmpDacf2Hf6gX0Xv2FXSupppaSeUUpq9djJfRcd2nHRoR1PlpI6p9RZpTakNjz6xX2PPrjvkit3pFapVWpKTakpNaVWqXNKbUlJSUlJSUlJSZ1VakNqlTqn1JQ6p9Tqkit3/Mnv3eOpUv/FpTZcdGhHbEttST2j1JbUhktvPuz0A/tOP7DvjNSG1IbUKiU1paSm1JSaUlNKSurA89QyWAbLYBksg2WwDJbBMlgGy2AZLINlsAyWwTJYBstwTvfee6+3vvWtbrvtNm9+85v98A//sLvvvtv5bDhwXkhJrVKUlJSUlJTUlJLakJLakJKaHv2lu1x03a4nS0k9rdSzkpLy+B/se9GhHeeSOqfUWaU2pFaPfnHfi6/c8YTUKvWcpFapVUpqQ0rqWUmdVeoZpabUWaWm1Fld8brrPfrgvqeT2pDakNqSekaX/TfX+7PP3uPJUltSW1LPKLUhNV1yy2GPf+qE1IbUhtQqtUqtUlNqSk0pqQ0pqQPPI8tgGSyDZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZfOTP/nfn8trXvtYdd9zhjD/90z/1kY98xDXXXON8Nhw4/9QUpKbUlJpSUlNKakNKasNy/77HP3XCi2+5zdmknlZK6lk59dl7XHbtrqeTOqfUs5KaTv7GXa64ZtezlZpSU2pL6mmlnrOU1JbUKrVK/ZWlHLrxsJN3H5Napf5KUltS2+ovJbUltSG1IbV60XXXe+yT93iy1IbUKrVKrVJTakpNKakpdeB5rKGhoaGhoaGhoaGhoaGhoaGh4X/86h/zTD7+8Y87fPiwf/tv/63rrrvO+Ww4cF5KSUlJSUlJSUlNKakpJbUhJTU9/qkTzrj4DbtSUltSUlLnlJKSOqc/++0TLrv2eqmnlZI6q9SW1JaUR7647/LXXS+1Sq1SU+pppc4qtSH1V5J6zlJTakpNqS2pLZdcuePk3cecTWpDakPqGaW2pFzxlsMe+sgxT0htSW1IbUltSG1Ibbj05sMe/eVjTj+w74zUhtQqtUpNKakpNaWkpKSkpKaUOPB8tAyWwTJYBstgGSyDZbAMlsEyWAbLYBksg2WwDJbBMjyj7/zO7/ThD3/Yu9/9bj/4gz/ofDYcOO8EKSkpqSk1paaU1JSSmlJSG1Ie/aW7vOTOPU+WkjqrlNTTSklteOzkvsdP7rvs2l1npKSeVuqsUltSGx55cN+jD+674ppdZ6RWqXNKnVNqldqQOqeUlJTU00ptSK1Sq9SzktqSWl1+za5HHvx9Z6TOKbUhtSX1jFKriw7teOzkvtSW1DNKbUhtSG1ITZfcctip9xyRWqWkppTUlJKaUlNKakpJTSmpKSV14HlsGSyDZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZLINlOKcvfOELPve5z3nCm9/8Zl/84hd95Stfcb4aDpw3UlNKSkpKSkpKSkpKakqtUquU1PTYp044/cC+i9+wK7UlJXVWKamnlZKaHv+DfS86tOOpUlLnlJLaktqSWp28+y4vvnLHs5XakJpSzyh1VimpLSkpKaktqQ2pv7LUlpQrXne9Rx/c91Sp5yS1JfW0XnLtrj//7AlPldqS2pDakNqQ2pBaveTOPY/+8jFPSK1Sq9QqNaWmlJTUlJKaUlNKakodeJ5ZBstgGSyDZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZzun+++/39/7e3/OVr3zFGcePH/fKV77SxRdf7Hw1HDjvpaSm1JSaUlNKakpJrZb79/35e474qvcf9YSU1JaUlNSWlJTUOaU89Gt3uezaXeeSkjqnlNSGlNSGlEe/uO8Ldx/z6lv3pFapVWpKrVJTakqtUlNKapXakJKSetZSUhtSUqvUlFqlptSUmlJTakqtUhsO3XjYQ797wqNf3PeE1IbUhtSG1JbUltSGy6693p999h5PltqS2pDakNqQ2pDacOGrdlx03a5T7zkitUqtUqvUlJpSU2pKSU0pKakDz3MNDQ0NDQ0NDQ0NDQ0NDQ0NDQ2Nc3r961/vO7/zO33v936vH/7hH/bud7/bP/yH/9D5bDhwXkpJSUlJSUlJTSkpKakpJTWlpJx6zxEXXLXj4jfsSkmtUlJSW1JSZ5WSktrw2Ml9D33kmMuuvV5K6pxSUlJnldqSklo9+sV9L75yxxXX7DojtUqtUlNqldqSmlKrlNQqJXVWKSkpqXNKSW1IrVJTapWaUlNqSm1JrVKry6/Zde8HjzgjtSG1IbUhtSW1JbUh5Yq3HPbQR455QmpLakNqQ2pDakNqlZKavur9R5167zudfmDfGalVakpJTakpNaWmlNSUkpKaUgeex5bBMlgGy2AZLINlsAyWwTJYBstgGSyDZbAMlsEyWIandeedd7r77rv9/M//vN/8zd/0ute9zvlsOHBeSVFTSmpKSU0pKakpNaWkppSUR3/5mMc/dcJXv++oJ0tJbUhJbUlJnVNKanr8D/ZddGjHZdfuekJKSuqcUlJbUlJbUtN//OARr751T2qVWqVWqSm1ITWlptQqtUpJbUhJSUltSUlJSUltSEmtUqvUlHpWUlNqlVqlHPqu25y8+5inSm1IbUhtSW1JbUitLjq047GT+1JbUhtSG1IbUhtSq9SGC1+14yV3vtOp9xyRmlJSU2pKSU2pKTWlpKaUlNSUOvA8twyWwTJYBstgGSyDZbAMlsEyWAbLYBksg2WwDJbBMhx4DoYD54WU1BSkppTUlJKSkppSU0pqSk2nH9h36j1HXPGh485ISW1ISW1ISW1JSUmdVcpDv3aXy99y2LmkpKTOKiW1JSW14eHfOeHRB/ddcc2uM1Kr1Cq1Sk2pKTWlptQqtUptSEn9paSkNqRWqVVqSk2pKTWlptSW1Co1XXHNrkuu3PHw75zwhNSG1IbUltSW1IbUhpdcu+vPP3vCU6U2pDakNqQ2pFapVUpqeunb9jz+qRMe+9QJqVVqSk0pKSkpKSmpKSW1SklJSVFSUgeeRxoaGhoaGhoaGhoaGhoaGhoaGhoHnoPhwHkrJSUlJSU1paSkpKSm1LTcv+/Ld9zuq95/1AVX7UhJTSmpDSmpDSkpqS0pKanVYyf3nfrtE654y21SUlLnlJI6q5TUltTqP37wiFffuie1Sq1Sq9SW1JSaUqvUKrVKSW1JSUlJSUlJSUltSUmtUqvUltSUmlJbUltSG159656Tv3GXM1IbUhtSW1IbUlIbUlsuu/Z6f/Jrd3lCSmpDakNqQ2qVklqlVqlVavqq9x/15Ttud/qBfWekptSUmlJTakpNKakpJSV14AVgGSyDZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZLINlOPAcDAfOOykpKSkpqSklJSU1paaUlOX+fV++43YvvuU2F79hV2qVWqWkpFYpqS0pqbNKSfnzz57wokM7Ljq048lSUlJnlZKS2pKS2pDy6Bf3PfrgvkM3HnZGapVapVapKbUltUqtUqvUhpSU1LOSktqSWqVWqSn1tFJTapU6q5RDNx528u5jHv3ividLbUhtSW1IbUltSbniLYc9fnLfYyf3pTakpDakVimpVWpDapVapVYXv2HXS+7c8+U7bpeaUlNqSk2pKTWlpKaUlJSUlJTUgeepZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZLINlsAyW4cBzMBw4b6RWKSkpKSkpKakpJSUlJeWxT53w8E03eMmdey69+bDUlJKaUlJSq5TUKiUltSElJbXhsZP7/uTX7vKKH9mTkjqrlJTUWaWktqSkVvd+8IhDNx6WWqWkppTUlJKaUlNqSm1IrVJTSmqVknpaKSmpLSkpqVVqlVqlptSUmlJTakqtUqvUKrU6dONhJ+++yxNSG1IbUlIbUltSG1JSq5dcu+vhX73Lk6U2pKRWqQ2pVUpqlVqlppTUdOnNh11w1Y6Hb7pBakpNqSk1paSkpKaUlJTUlDrwPLcMlsEyWAbLYBksg2WwDJbBMlgGy2AZLINlsAyWwTIceA6GA+eV1JaUlNSUkppS03L/vlPvOeLLd9zu8g8fd/EbdqWmlNSUklqlpFYpqQ0pqS0pKSmP/8G+x0/uu+zaXU9ISUmdVUpKaktKSmpDysO/c8JDv3vCq2/dc0ZKapVapVapKTWlptSUmlJSU2pKSUmtUlJSUlJSUhtSUlJSG1JSU0pqSklNqSk1pabUlFqlppTUlJJapbz61j33fvCdUlKrlNSG1JbUhpTUhtSWK95ymwd/7p2ekNqQ2pDakFqlVimpKSU1pVap6avfd9QFV+146KYbpKbUlJpSUlNKSkpKapWaUqvUgeeZhoaGhoaGhoaGhoaGhoaGhoaGxoHnYDhwXkpJSUlJSUlJSUlJWe7f9/BNNzjj6z5znwtftSM1paSmlNSUklqlpFYpKalVSkpqy4MfOOKqdx2VOquUlNRZpaSktqSkpkce3PcfP3jEa+88KrUhJTWlpKaU1JSaUlNKSmpKTSmpKbVKSUltSElJSUlJSUltSElJrVKr1Co1pabUlJpSq9SUWqVWKanpkit3XH7NrpN3H/OE1JbUhpTUhtSW1IaUlMuu3XXRoR2nPntCakNqQ2qVklqlVqlVapVapabU9NXvOyr40ztul5pSUlJSU0pqSklNKSkpqSklDjwfLYNlsAyWwTJYBstgGSyDZbAMlsEyWAbLYBksg2WwDAeeg+HAeSclJSU1paSkppTl/n0P33SDh2+6wUvu3PPSt+05IzWlpKbUKrVKSa1SUhtSUhtSUlJOffaEx0/uu+zaXWekpKTOKiUldVYpKakNKQ//zglnXHHNrjNSUhtSq9QqNaWmlNSUkppSU0pqSkmtUlJSUs8oJSUltUpJTSmpKSU1pabUlJpSU0pqSq1Sq9SGlFffuudfv/d2Z6Q2pKQ2pLakNqSkNqQ2XPmjex76tbs8Weo/K6lVakNqlVqlVqkpJTWlptR0xYeOCx6+6QYpqSk1paSmlNSUkpKSkpI68Dy2DJbBMlgGy2AZLINlsAyWwTJYBstgGSyDZbAMlsEyHHgOhgPnjdQqJSUlNaUs9+/7yi8d8/BNN3j4phu86LpdX/eZ+1x682EpKSkpqSk1paSmlNQqJbVKSW1ISUmtHju578EPHHHVu45KbUlJSUltSUlJSW1JSUl55MF9J+++y6tv3ZOSWqWkVimpKSU1paaU1JSaUlJTakpJrVJSW1JSUlJSUlJSUhtSUquU1JRapabUlJpSU2qVWqVWqVVKarriml2XX7PrCx875gkpqQ0pqQ0pqQ2pLakNKVd872EPfeSYx07uS0mtUuI/S61SUlNKakpJTSmpKTWlpKbUlJq++n1HvfiW2/zxtVd77FMnpKaU1JSSmlJSUlJTSurA81hDQ0NDQ0NDQ0NDQ0NDQ0NDQ0PjwHMwHDgvpP6zWi3373v8kyd85ZeO+dM7bvfwTTd49Jfu8uJbbvN1n7nPS9+254zUlJpSU0pKSmpKSU0pqVVKapWSktqQknLqsyeccdm1u85ISUmdVUpKSmpLSkpKasMXPnaXS67c8bL/etcTUlKrlBQ1pVapfsbDBAAAIABJREFUKSU1pabUlJKaUquU1JSSkpKSelZSUlKrlNQqNaWkptSUmlJTapWaUlJTSmqV2pDy6lv33PvBI85IbUltSEltSEltSEltSK0uf8thX/rZI54stUpJrVKr1Cq1Sq1SU2qVmlJTarr05sMu//BxX77jdg/fdIOU1JSSmlJSUqvUlpTUgeeRZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZLINlsAyW4cBzMLyAPPDAAz7+8Y/7d//u33kmf/Inf+I3f/M3ffrTn3ZgW8py/76Hb7rBl++43eOfvMdF113v6z5znys+dNylNx92RkpKSkpKSkpKakpNKakpJTWlpKSmlJTUKiUlNT12ct9Dv3aXV/zInpTUhpSUlNRZpaSkziol5ZEH933h7mNefeueM1JSq5TUKkhNKakpJTWlptSUmlJSU0pqldqSkpKSkpKSkpKSklqlpFYpqSm1Sk2pKTWlVqkptUqtUlKrlNR0xTW7Lr9m1xc+dsyTpaQ2pLaktqQ2pKRWKV//rqMe+sgxZ6SkVqkNqVVqlVqlppTUlJpSUlNqSk2p6cJX7fi6z9znRdft+uNrr3bqPUekpKaUlNSUkpKSkpI68Dy1DJbBMlgGy2AZLINlsAyWwTJYBstgGSyDZbAMlsEyHHgOhheIX//1X/e3//bf9rGPfcyP/uiPev/73+9c7rnnHn/zb/5NH/3oR733ve/1Az/wA5ZlceAvBClf+cW7XHLzYV/3mft89fuOuvTmw85ISUlJSU2pKTWlptSUkppSUlNKapWSWqWkNqR86WePuOjQjsuu3fWElJTUlpSUlNSWlJSU1OqRB/d9/qdvd+jGwy59+Y7UKiUlNaWkpKaU1JSSmlJTakpNqSklNaWkpKSkpKSkVikpKSkpqQ0pKakpJSU1paSkpKbUlJpSU0pqSk0pqVVqlZJapaQc+q7b/Ov33u6MlNSGlNSGlNSGlNSG1IbU6vK3HPalnz3iyVKrlNQqtUpNKakptUpNqSklNaWmlJSU1PTSt+25/MPHLQ/s++Nrr3bqPUcs9+9LSU0pKSkpKakDz2PLYBksg2WwDJbBMlgGy2AZLINlsAyWwTJYBstgGSzDgedgeAE4ffq0vb09d911l/e85z1+5Vd+xdGjR+3v73uq06dPe/vb3+5973uf9773vf7ZP/tnHn74YXfffbfzXUpqtdy/7+I3XC8lJSUlJSU1paSkpKSkpKSkpKSmlNSUkppSUquU1ColJeWxk/tO/fYJX/+uo1JSUhtSUlJSW1JSUlJSG1JSvvCxu5zx6lv3PCElJbVKSUlNKakpJTWlpKSkpKSkpKSmlNSUkppSUlJSUlLnlJKSkpKaUlJSU0pqSk0pKSkpqSk1paSm1ColNaWkVimp1RXX7Lr8ml1f+NgxT5aS2pCS2pCS2pCSWqWkNrziR/Y8+HPvdEZKapVapaSmlNSUWqWmlNSUmlJTSkpKSmpKTanpwlft+Or3HXX5h48744+vvdofX3u1U+85IiUlJTWlptSB56mGhoaGhoaGhoaGhoaGhoaGhobGgedgeAH4xCc+4Wu+5mt84zd+ozOuuOIKb3rTm/zWb/2Wp7rnnnu88pWv9B3f8R2e8C/+xb/wPd/zPQ78hZT+/r5Hf/mYi67blZKSkppSUlJSUlNqSk2pKTWlpKbUKiU1paRWKSmp6bGT+/7T37/dVe866qlSUlJbUlJSUmeVkpKS8siD+75w9zHfeudRKSkpqVVKSmqVkppSUlNKakpNqSk1paSkpKSkpKRWKaf+cN+pP9x37yeO+dLnT7j3E8fc+4lj7v3EMfd+4pgvff6EL33+hJSU1JSSkppSUlNKSkpqSk0pKSmpKSU1paSmlNQqJbUhJeVb7zzqX7/3dmekpDakpDakpDakpDakNqSkXHRox+VvOexLP3vEk6VWqVVqlVqlptQqNaWm1JSaUlNqSklJSU0XvmrHS9+25+s+c58X33LYGV+6Mv742qv96R23O/WeIx7/5AlnpP5CSR14nlkGy2AZLINlsAyWwTJYBstgGSyDZbAMlsEyWAbLYBkOPAfDC8DDDz/sm7/5mz3ZZZdd5t//+3/vqR566CFXXXWVf/AP/oHXve51vu3bvs0v/MIvOLDp9AP7LrhqR2pKSUlJTSmpKSUlJSUlNaWkpKSmlJSUlNSUkppSUlKrlId/9S4XHdpx2bW7UlJSUhtSUlJSW1JSUlJSGx55cN/nf/p2r751z6Uv35GSWqWkpKSmlJTUlJKaUlJTSkpKSkpKSkpqSklNKaf+cN+XPn/Cv/xHt/uNn7zBr/741T7+Eze49xN3+b0PH3HvJ+7ypX9zjy/9m3t86d/c4/c+fMTvffiI/+PW+Oc/frXf+/ARX/r8CSmpKSU1paSm1JSaUlNqSklNKakpJbVKSa1SUlKrS1++49CNh937T494spTUhpTUltSGlNSG1CrlFT+y58Gfe6fHTu5LSU0pqVVqlZpSUlNqSklNqSk1pabUlJpSUlNqSklJueCqHS99256Xvm3PK75Ql3/4uAuu2nHGl++43Z//9BFnpA48Ty2DZbAMlsEyWAbLYBksg2WwDJbBMlgGy2AZLINlsAwHnoPhBeD06dPGGJ5sjGFZFk/1H/7Df/Cxj33Ma1/7Wr/7u7/rF3/xF/3cz/2c3/qt33Lg/1WW+/ddcNWOlNSUkpKSkpKSkpKaUlNKSmpKTSmpKbVKSU0pqVVKyqnPnvDQR475+ncdlZLakJKSktqQkpKSktqSkpLy8O+ccMYrv/OwJ0tJSUmtUlJSU0pKSkpqSklNqSk1paaUlJRTf7jvcx864jd+8gYf/4kb/Mt/fLvLvnbH675vz63/tG76mft899uP++63H/fdbz/ujT901Bt/6Kg3/tBR3/32477rHcfd9DP3ed1Ne874jZ+8wa/++NU+9Y9v97kPHZGaUlJTSkpKSmpKTakpJTWlpFYpqVVKakNKavrWO4+694Pv9OgX96WkNqSkNqSkpFYpqQ0pqVVquujQjit/5J2+9LNHPCG1SklNKakptUpNqSklNaWm1JSaUlNKakpJSUlJTSkpqenCV+146dv2vPRtey57257l/n2pA89jDQ0NDQ0NDQ0NDQ0NDQ0NDQ0NjQPPwfACcPHFFzt9+rQnW5bFhRde6Km+/uu/3jd8wze45ZZbnPFN3/RNbrzxRh/96Eed71Kr5f7fd9EbdqWkpKaUlNSUkppSUlJSU2pKSUlJTSkpKalVSmpKSU2Pndz34AeOuOpdR6VWKSmpLSkpKaktKSkpKSkpjzy4794PHvGtdx51RkpKSkpqlZKSWqWkVikpKakpJSUlJSUlNZ36w32/9+EjPv4TNzj1R/te9317bvqZ+/xP/9t9/tr37XnFN+9KST2tlJe+bMc3/neH/bXv23PrP60b33HcZV+749Qf7fvnP361z33oiFN/uO+MlNSUmlJSUlJTapVapaRWKalVSkpqQ8qrf+Cd7v3gEU+WktqQktqS2pCSWqWkVimv+JE9p377hFOfPSG1Sq1Sq9SUkppSU2qVmlJTakpJSUlNKakpJTWlpFYpKSkpF79h16O/fEzqwPPYMlgGy2AZLINlsAyWwTJYBstgGSyDZbAMlsEyWAbLcOA5GF4AXv7yl/tX/+pfebKHHnrIt3/7t3uql73sZZ5qjGGM4XyWWgWPf/KEi99wvZSUlNSUkpKaUlJSUlNKSkpKakpNKakpNaWkVimp6fE/2Pef/v7tLrt212XX7jojJSW1SklJSUltSElJSUlJbXjkwX2f/+nbvfbOoy59+Y6UlNSGlJSU1JSSkpKSkpKaUlJSUlNKSmo69Yf7PvehIz7+Ezc446afuc8bf+ioV3zzrtSUkpKSkpKSkpKSkpKSkpKS8tKX7fhr37fnjT901He947gzfvXHr/ar/+vV7v3EMSkpKSkpqSklJSUlJSUlNaWkpFYpqQ0pKanp1bfueeh3T3j4d05ISW1ISW1ISUmtUlIbUhtSq6veddSDHzjijJTUKjWlpKbUKjWl/h/24DjmE7OgE/zn+xS7QmiaWmO7leI7TpOWE7SuNSxbjPPmKhqN2m1crUaWTpXbxniJxppYg3l9u62JCsRwbrkls5mpJHI5F9dqQig2eQe8Coh/wHbFNMrMe1JbOxLa5Ggx9Xi+d/OY/sKbwq78VzPv57OkpKSkpKSkpKSW1JKSWlJSS0pqSUlJSUktF1295bz5V/vOi/9fHXqRmYM5mIM5mIM5mIM5mIM5mIM5mIM5mIM5mIM5mMOhr8DwT8C3f/u3O++DH/yg8/7iL/7CH//xH3vd617nvE984hOeeOIJ521vb/vsZz9rb2/PeZ/97Gf90R/9ke///u936B+kzE/vS0lJSUlJSUlJSUlJLSkpKakltaSkpKSW1JKSWlJSGylP/979Lr5qy5V37EhJSW2kpKSkDkhJSUlJvUBKSsoTD97vpVdsufw1x6QOSElJSUlJLSkpKaklJSUlJSUlJSUl5Zm/3XfmQ6c8dO+2h+7ddt4b7tpz/c07UlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSLrl8y/U37/i399fR77jNI7+767/87BHnPnnaeaklJSUltaSklpSU1JKSkpJaUlJSUgekpBx9445PvXvX81JSUgekpA5ISR2QktpISW2kvPyGY847d9+u56WkltRGaklJLakltaSW1JJaUktqSUktKaklJbWkpKSkNlJSLrp6y98/fFpqiUMvNnMwB3MwB3MwB3MwB3MwB3MwB3MwB3MwB3MwB3M49BUY/gkYY3jrW9/qF3/xF73pTW/yoz/6o371V3/V137t1zrvN37jNzz88MPO+6qv+iq/+Zu/6e6773brrbd6wxve4Ed+5Ee89rWvdegffOHT+77w6X1f/S+PSUlJSUktKSmpJSW1pJaUlJSU1JJaUlJSUktKaklJOXffrqd+/5RX3n1SSmojJSV1QEpKSuoFUlJSUlJSnv74aU984JRX33nS81JSUlJSUlIbKSkpqSUlJSUlJSUlJeXZc/seee+uD7/ruDMfut/R17/JLW876/qbd1xy+ZaUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSU62/eccvbzrrxzSd9+F3HPXTvtmf+dl9KSmpJSS0pqSUlJbWRkpI6ICUlJbVx1Xfd5rynP35a6gVSUgekpA5ISW2kpDZSUhuvvPukJ//3X/bMx05LbaQ2UktqI7WkltSSWlJLakktKaklJbWkpJaUlNRGSkpKysWvOyYOvZg1NDQ0NDQ0NDQ0NDQ0NDQ0NDQ0Dn0Fhn8iXvva13r44Ye9853v9Cd/8ie+53u+x/NOnjzph37ohzzvhhtusLe35+TJkz760Y/6qZ/6KYdISS0XXb3li6WkpKSWlJSUlJSUlNSSWlJLaklJLaklJbWkpDz1wClP/f4pr3rfWamNlNQBKSkpqQNSUlJSUlIHfP7JfZ96965vuvOklJSUlJSUlJTUkpKSkpKSkpKSklpSUkvKM3+778PvOu7MH53yLTfv+O679lzz+tukpKSkpKSkpKSkpKSkpKSkpKSkpKSkpJaUlNSSklpSUq687phb3nbWFdcd83s/e8Qj792VkpKSkpKSkpJaUlJSUhspKSmpA1JSUlKOvnHHn731uOelpKQOSEkdkJI6IHVAaiMl5eKrthw9sefJd+46LyW1pKSW1JKSWlJLakktqSW1pKSkpJaU1JKSWlJSUktKSkpKSspFV2/5+4c/KLWROvQiMgdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMIdDX4Hhn5iXvexlxhj+MV760pe66KKLHDpo/tW+i67ekpKSWlJSUlJLSmpJSS0pKSkpKSkpKaklJSUltaSkPPf4vnPv3HX0xJ7UkpKSWlJSUlIHpKSkpKReICUl5exv7fqabz7m8tcck5KSkpKSOiAlJSUlJSUlJSUlJSUl5dlz+x55766H7t12xXXH3PK2s6687piUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJTUklquv3nHv377Wef9l5894twnT0stKaklJSW1kZKSktpISUlJSb3A5a855quv2HLmt3alDkhJSR2QkjogJbWRktpIbaS8/IZjzjt3367npTZSS2pJSS2pJbWkltSSklpSS0pqSUktKSmpJSUlJSW18ZJXfINDL25zMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzOPQVGA5dcP7f/+s0JSUlJbWkpKSkpKSklpSUlNSSWlJLaklJLaklJeW5x/edvX3b0RN7Lr5qy3kpqY2UlNRGSkpK6gVSUlJSUlKeePCUz//Nvmt+fEdK6ktKSUlJSUlJSW2kpKSkpKQ887f7Pvwfjzvvlreddf3NO1JSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlJSUlIuuXzL9TfvuPHNJ/3hr2x75L27UktKaklJSUktKSkpKakXSElJSUktr77zpDPv/mWff3JfSkrqBVJSB6SkNlJSGympjdTGNSf2PPX7pzzzsdNSS0pqSS2pJSW1pJbUkpKSklpSS0pqSUktKSmpJSUlJbWRkvLV//KYv/s/TkkdepFqaGhoaGhoaGhoaGhoaGhoaGhoHPoKDIcuSP/sXx2TkpKSklpSUlJLSkpKSmpJSUlJSUlJSUktqSUl5bnH9z32luOuvvuki6/akpKSWlJSUhspKSmpjZSUlJSUlJTU8vkn9515965X33nSF0tJSUlJSUlJSUlJSS0pKSkpqeXZc/seee+uh+7dduObT7r+5h0pKSkpKWOSkpKSkklKSsqYpKSkpKSkpKSkpKSkpKSMSUpKSkpKSkrKmKSMSUpKypXXHXPL28568s9Pe+jebSkpKaklJSUltZGSkpKSkpJ6gZSUl33dlqM//svO/tauL5aSkpLaSElJbaSkNlJSGympJSW1XH33SWd+Yttzj+9LLSmpJbWklpSUlJSUlNSSWlJLSmpJSS0pKaklJSW1kZKSkvKSV2z5YqlDLzJzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzOPQVGA5dGEpq+cKn96klJSUlJbWkpKSWlNSSkpKSWlJLakktKSkpKc89vu/s7dteefdJL7/hmJTURkpqIyUlJbWRkpKSkpJ6gb/7m32f/LXjvunOk172dVtSUlJSUlJSUlJSUlJSUlLGJCUlJSXl2XP7/vDebc98Zt8tbzvrksu3pKSkpGSSkpKSkpIySkpKSkpKSkpKSkpKSkpKSkpKSkpKSsqYpKSMSUpKSkrKmKSkXHL5lu++a88V1x3zwM8cce6Tp6WkpKSkpKSkpA5ISUlJSUlJSR1w9I07nvrEaU9//LSU1AukpA5ISR2Q2khJbaQ2Ul5+wzHf+J/2PPaW485LbaSW1JJaUktqSS2pJSUlJbWkpJaUlNSSkpJaUlJSUlJSy0VXb/nCp/9v6tCL0BzMwRzMwRzMwRzMwRzMwRzMwRzMwRzMwRzMwRwOfQWGQxeGWFLLP3vdd0pJSUlJSUktKSmpJSUlJbWkpKSkpKSkpKSWlKceOOXs7duOnthz8VVbUlJLSkpqSUlJSW2kpKSkXiAlJSXl7G/t+ppvPuby1xyTkpKSkpKSkpKSkpKSkpKSkjImKSnPntv3yHt3PXTvthvffNKNP3lSSsqYpIxJyigpKSljkpKSkpIyJikpKSkpYzImYzImKSkpKSkpKWOSkpKSkpKSkpKSkpKSkpKScv3NO95w157/+ru7HnnvrpSUlJSUlJSUlJTUl5WSkpKSknL0jTs+9e5dXywlJXVASuqAlNRGaiMltaSklpRLvu2Y8x57y3HnpaSW1JJaUktqSS2pJSW1pJaU1JKS2khJSS0pKSkpKakltfSv9h16cZqDOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZjDoa/AcOiCldpISUlJSS0pKSkpqSUltaSW1JJaUkvKuft2nXvnrqMn9lx81ZaU1JKSklpSUlIbKSmpA1JSUlJSUlKeePCUpz5x2jU/viMlJSW1pKSkpKSkpKSkpKSkpKSkPHtu3x/eu+28W9521j+/9piUlJSUlJQxSRmTlDFJSRmTlJQxSUlJSUkZk5SUlJQxGZMxSUlJSUlJSUkZk5SUlJSUlJSUlJSUlJRLLt/y3XftefLPT3vo3m2pJSUlJSUlJSUlJSUlJSX1ZX39Tbc57+mPn5aSeoGU1AEpqY2U1EZqI7WR2rjmxJ7nHt/39AOnPC+1pJbUklpSS2pJSS2pJSW1pKSWlJTURkpKSuqAlJSLX3fM/Kt9h16cGhoaGhoaGhoaGhoaGhoaGhoaGv9dTz75pHe84x3uuusu73nPe8w5XciGQxeE1AEvecWWlJTURkpKSkpKSmpJSS0pKSkpKSkpKSl//9f7zt2366nfP+VV7zvr4qu2pKSWlNRGSmojJSW1kZKSkpKSktr4/JP7zrx71zfdedKXktpISUlJSUlJSUlJSUl59ty+D7/ruKPfcZvrb96RkjImY5KSMiYpKWOSMiYpKWOSkjImKSkpKSljkpKSkpKSkpIyJikpKSkpKSkpKSkpKSkpY5KSkpKSkpKS8t137bniumMeundbSkpKSkpKSkpKSkpKSkpKSkpKSkpqOfrGHX/21uOel5KSkjogJbWRktpISS0pqY3UkpJarjmx57MP3O+Zj52WWlJLakktqSUlJSW1pJaU1JKSWlJSUktKSkpqIyUlJbXxhb/ad17q0IvMHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHL6sz33uc2655RaXXHKJN7zhDR5++GF33XWXC9lw6IKR2njJK7acl5KSklpSUlJLSkpKSkpKSmpJLakl5bnH9529fdt5r3rfWSkpqSUltaSkpJaUlNRGSkpKSuoFUv7ub/Z98teOO/rGHZe/5piUlJSUlJSU1JKSkpKSkpKSkpJy5kOnPHTvtm+5ece3/uCOMUlJSUkZk5SUMUlJSUlJGZOUMRmTlJSUMRmTMUlJSUlJSUlJSUkZk5SUlDEZk5SUMUkZk5QxSUlJSRmTlJQxSUlJuf7mHUdf/ya/9zNHnPvkaSkpKSmpjZSUlNSXlJKSknL5a4756iu2nPmtXakXSElJbaSkDkhtpDZSUktqI7W88u6TzvzEtmc+dlpqSS2pJbWkpJbUklpSUktKaklJSS0pKSmpJSUlJSUlJeUlr9jyxVKHXkTmYA7mYA7mYA7mYA7mYA7mYA7mYA7mYA7mYA7m8GV95CMf8drXvtbx48dtb2/7lV/5FX/wB3/gQjYcuuBcdPWWlJSUlJSU1JKSklpSUktKaklJSUlJSXnqgVPO3r7tsh+4zZV37EgtqSUltaSkpJaUlNSSkpKSOiAlJSUl5YkH7/fSK7Z8/U23SUlJSUlJSUlJSW2kpKSkpKSkPPLeXY/87q433LXnn197TErKmIxJSkrKmKSkjEnKmKSMScqYpKSkjMmYpKSkjMmYjMmYjElKSkpKSsqYjElKSsqYpKSMScqYpIxJSsqYpKSMSUpKSkrKNa+/zY1vPunD7zru3CdPSx2QknqBlJSUlNSX9O2/vufMu3/Z0x8/LSUlJXVASmojJSW1pKSWlNRGaklJLSkXX7XlVe8768xPbHvmY6elltSSWlJSS2pJSUlJLSmpJSUltaSkpDZSUlJSUlJLykVXf4P56X2HXpwaGhoaGhoaGhoaGhoaGhoaGhoaX9ZNN93k7W9/u+d96lOfcvnll7uQDYcuSCkpKSkpKSmpJSUltaSklpTUklpSnnt837n7dp17566jJ/ZceceO1JKSkpJaUlJSS0pqIyUltZGSkpKSkpLyxIOnPPGBU17zcyelpKSkpKSkpKSkpKSkpKSkpKQ8e27fI+/ddeaPTrnlbWddcvmWlJSUlJQxGZOUlDFJSRmTlDFJGZOUlDEZk5SUMRmTMUlJSUlJGZMxGZMxGZMxSUkZkzFJSRmTlJQxSRmTlJQxSUkZk5SUlJSUlJQrrzvmX735pD9+13HnpaSkpKSkpKSkpKSkpKSkpKSkpKS8+s6THv/D+32xlJSU1EZK6oDURmojJbWkNlJLysVXbXnV+8468xPbnvnYaSkpKSkpqSW1pKSW1JKSWlJSUktKSmpJSUlJSR2QWl7yii1f+PS+OPRiNAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdz8F//2//mH+Mzn/mMn//5n3fXXXe5kA2HLlipJSUlJSUltaSkpKSkpJaUlJSUpx845bG3HHfeq9531sVXbUlJSUktKSkpKaklJbWkpKSklpSUlJSUlNTy+Sf3nXn3rht+fc+Xk5KSkpKSkpKSkpKS8uy5fWc+dL9nPrPvlredNSZjMiZjMiZjMiYpKWMyJiljkpIyJiljkjImY5KSkjImKSkpKSkpKSkpKSkpKSljMiYpKWOSkjImKSljkpIyJikpY5KSkpKSMiZjMiZjcuV1x9z45pN+72eOSElJSUlJSUlJSUn9o1z1Xbd56hOnPf3x01JSL5CSOiAltZHaSC0pqSUltaSWlIuv2vKq95312C8d98zHTjsvtaSW1JKSWlJLSmpJSUktKSmpJSUlJbWRkpKSkvKSV2x5XurQi8wczMEczMEczMEczMEczMEczMEczMEczMEczMH/dP3/6n9kf3/fD//wD7v99tt97/d+rwvZcOiCkVouunpLakkdkJKSklpSUktKSkpKynOP7ztz+7bPPnC/V9590pV37EhJSS2pJSW1pKSWlNSSkpLaSElJSUkd8Hd/s++Tv3bcVd91m5d93ZaUlJSUlNSSkpKSkpKSkpKS8uy5fWc+dL/zbvzJk8YkJSUlJSUlZUzGJCVlTMZkTMYkZUxSxiQlJWVMxiQlZUzGZEzGZEzGZEzGZEzGJCUooXUKAAAgAElEQVQlJSVlTFJSxiQlZUzGJCVlTFJSxiQlZUzGZEzGJCUlJWVMrrzumBvffNLv/cwRKSkpKakvKSUlJSUlJSUlJeXoG3d86t27vlhKSuqAlNRGSmpJSS2pjdSSklpSS8rFV205emLPk+/cde6+XeelltSSklpSS0pqSUlJLSmpjZSUlNSSkpKSkpKSOvQiNwdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMIf/rj/90z/1xje+0S/90i/5sR/7MRe64dAF5yWv2JKSkpKSklpSUlJSS0pqSUl57vF95+7bdfb2bS+/4ZhrTuy5+KotqSW1pKSkpJaU1JKSWlJSGykpKakDUlJSnnjwfi+9Yss1P74jJSUlJSUlJSUlJSUlJSUlJeXZc/v+8N5t533rD+4Yk5SUMRmTMRmTMRmTlJQxGZMxSRmTlDFJGZOUMRmTMUlJGZMxSUlJSUlJSUlJSRmTMRmTlJSUMUlJGZMxSUlJGZOUlDFJSRmTlJSUlJSUlJSUMbnyumO+5V/veOjebSkpKSkpKSkpKSkpqS8pJeXrb7rN3z257+mPn5aSeoGU1EZKaiO1kdpILamN1JJaUi6+ass1J/Z87k9PO3P7tvNSS0pqSS0pqSUltZGSWlJSUlIbKSkpKSkpKSlf9fVbDr14NTQ0NDQ0NDQ0NDQ0NDQ0NDQ0NL6sxx9/3E//9E97xzveYXt72yGGQxeU1EZKSkpKSmpJSUlJLSkpzz2+77G3HHf29m3nvep9Z115x46UlJSUlJTUklpSUktKaklJLSkpKamNlJSUlJQnHjzliQ+c8uo7T0pJSUlJSUlJSS0pKSkpKSkpz57b9+F3HXfNd9zmW39wR0rKmIxJSkpKSkrKmIzJmIzJmIzJmIzJmIzJmHzuM/se+8vT/vyjp/z5R0/5wG8f94HfPu537tt24p4jTtxzxIl7jjhxzxEn7jnixD1HnLjniBP3HHHiniNO3HPE79y37cH3HPfhB3d9+MFdH3n/ro+8f9eff/SUx/7ytDEZk5SUMRmTMUkZkzFJGZMxGZMxGZMxGZMxGZMxSUlJSbnm9be54rpjHrp3W0pqSUlJSUlJbaSkpKSkDvimO0/6s7ce97yUlJTURkpqIyW1kVpSUktqSUktqSW1pJZrTux5+Q3HPPo9Rzz3+L6U1JJaUlJLSmpJSUktKSmpjZSUlJSU1Jd00dVbDr04zcEczMEczMEczMEczMEczMEczMEczMEczMEczOHLuv/++z311FNuvfVW1157rWuvvda1117rQjYcuiCkNi66ektqSUlJSUlJLSkpKX//1/uefuCUM7dvO3v7touv2vKq95115R07UlJLakktqSW1pKSWlNSSklpSUlIbKSkpKSkpn39y35l377rh1/ekDkhJSUlJSUlJSUlJSRmTZ8/t+/C7jrviumOu/8EdKSljkpIyJmMyJmMyJmMyJmOSkpIyJp/7zL6//ovTPvL+Xf/5P2x7+8/F/3nftgffc9ynP/VBj33qgy69bMsrv/E73XjTjlvv2HPrHXtuvWPPrXfsufWOPbfesefWO/bceseeW+/Yc+sde268accrv/E7paSkpHz6Ux/0kQd3vf3n4sQ9R/zn/7DtI+/f9ZH373rsL08bkzEZkzEZkzEZk5SUlJSUlJSUMUlJGZOU62/e8fKv3fLQvdtSUlJSUlIbKSkpKSkpKSkpKZe/5pivvmLLEw+eknqBlNRGSmojJbWkNlJLaiO1pJbUklquvGPHK/79SWdv33buvl3npZaU1JKSWlJSUktKSmpJSUlJSR2QkpKSkvoHJSV16EVkDuZgDuZgDuZgDuZgDuZgDuZgDuZgDuZgDuZgDl/WXXfd5dFHH/Xoo4969NFHPfroox599FEXsuHQBSN1QOqAlJSUlOce3/f0A6c89pbjzt6+7XMf+6Cv+YE3edX7zrryjh0pqSUlJSUlJSUlJSUltaSklpTUkpKSWlJSUlIHfP7JfZ/8teO+6c6TXvZ1W1JSUlIHpKSkpKSkpKSkpJz50P2uuO6Yb/3BHSljMiYpYzImKSljMiYpKSkpYzImn/vMvg/89nEn7j3iwfccl3LjTTv+3S+cdccvnHXHL5z1ff/mpO/7oZO+43/e8c3/4jbfcOSYyy7dctmlWy67dMtll2657NItl1265bJLt1x26ZbLLt1y2aVbvuHIMd/8L27z+pt2vP6mHa+/acfrb9rxff/mpB/9X/b8u18469Y79rz6294k5f/57L7fuW/biXuO+E///oiPvH/XmIzJmIzJmIzJmIzJmIzJmKSkjElKypik3PiTJymPvHdXSkpqIyUlJSX1P/TqO0/6s7ced15KSkpqIyW1kZLaSC0pqSW1pKSW1JJaUktKyiXfdszRE3s+96ennbl923OP70tJLSmpJSUltaSkpJaUlJTURkpKSkpKSurQi9wczMEczMEczMEczMEczMEczMEczMEczMEczMEcDn0FhkMXnJSUlJSUlOce3/f0A6c89pbjzty+7ezt2z77wP1e/u3f6eiJPa+8+6Sv+YHbpKSW/489eI/6/C7oA/96f36TUBEKBAQcRJ9pogWFsC0oUkBmuAj10pYWrxUzI9WCrnha2WLbAw9Pd/csArK1KhhMnYm00QreymUNxZ0n3FRQQ4iAEcw84RYSAgmXIE3m93nvmW+X32G4VPNfOMzrlZJapBapRWqRWqQWKalFSmqRktpISUltpKSkvON5R5xz/kF3f+BBKSkpKSkpKSkpKSmpRUpKyphc+Rs7br5hz9/5h9tSxiQlZUxSUsZkTFJSxmRMxmRMPnHDntdccsSvv+iQu9xty7/66XrqT53wyMds+5oDB931rlvGZEzGJGVMxmRMxmRMxmRMxmRMxiQlJSUlZUzGZEzGZEzG5K533XK3u2w5/+8e9sjHbPu27zrqX/10fe9Tj/u27z4q5YU/Gf/xfz/gnX94TEpKSkpKSkrKmIxJypikpIxJyuP/9XFXv/6Y69+xKyUlJSUldZqUlJSUlJSUlDvec8v+xx129a/s+GwpqY2U1EZKapHaSC1SG6lFapFapKQWKWfv33LeRcfd6SEHXfWEA65/0Y5TUlKLlNRGSmojJSUltUhJSUlJSUlJLVLu8LCDzrh9amhoaGhoaGhoaGhoaGhoaGhoaJxxGwxnfMlZ3XdLysn37bn6hw656gkHXHl+nPihQz7yOxc7e/+Wez912/1ffcJ5Fx13zncedvb+LSmpRUpqkZKSklqkFqlFSkpKapGSWqSkFikpqY2UlJSUq39lxynn/cC2lJSUlJSUlJTUIiUlJSUlJeXK39hx8w17HvGUo1LGJCVlTFJSxiQlZUzGZEw+ccOed/7hMa+55Ihff9Ehd7nblqf+1AmPfMy2MRmTMRmTMUkZkzEZkzFJSUlJSUlJSUkZkzEZkzEZkzEZkzFJSUkZkzEZk5QxGZO73WXL1xw46JGP2fbPf+qEBz7ksLf/0cVe/guHfOKGPWMyJmMyJmMyJikpY5IyJikpKSl/74eP+v0Lj0hJSUltpKSkpP5K5z5529UvfY5TUlJSp0ltpKQ2UouU1CK1SEktUovUIiW1SC1Si3s/ddv9X33CKVc94YDrX7TjlJTUIiUltUhJSUltpKSkpKSkpDZSUmfcjs3BHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzhjNtg+CLy3ve+12tf+1pXXXWVv64rrrjChz70IWf8D/O9e1KLm377YnfYv+Xci4570Fvr/q8+4byLjrv3U7fd6SEHpaSkpKSkpBYpKSmpRUpKSkpKSmqRWqSkFimpRUpKapGSkpKS8qkP7rn2Ncc84BlHfT4pKSkpKSkpKSmpRcqJy465+vXHPPyfHZWSkpIyJiljMiYpY7JaMyY3f2jPb/z8IS/7hUPe/+7LPPDBF3jaM0/4lkdvW60ZkzEZk0zGZEzGJGVMxiRlTMZkTMZkTMZkTMZkTMZkTMYkJSUlJWVMxmRMxmRMxmRMxiRlTMYk5W532fKIx2z7vh857r5/66CL/s8D/uB3d4zJmIzJmKSMyZikjEnKmKSkpNz7fgfd6R5brvyNHaekpKSkpKQ2UlJSUlJSUlLueM8t+x932LWXHvPZUlIbqY2U1CK1kVqkFimpRWqRklqkFqlFSsrZ+7fc+6nbzr3ouE/80a6rnnDA9S/acUpKSmqRkpLaSElJSUlJnSYlJXWalNQZtyNzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzOOM2GL5IvOIVr/C93/u9Lr30Uk972tP87M/+rL/Ku9/9bj/wAz/giiuucMb/rxYpt75/z1n7t5y9f0tKSkpKaiMltUhJSS1Si5TUIrVILVKLlJSU1CIltUhJbaSkpKQWf3ndnrc//4hveMZRd7znlpSUlJTUaVJSUouUlJSUT16/58rf3PGt//q4MUkZk5QxSUlJGZMxGZMx+cP/Z8evv+iQrz5w0NOeecK3P+moA19z0GrNas1qzWrNas1qzWoyJqs1qzWrNWMyJmMyJmMyJmMyJmMyJikpKSkpYzImYzImYzImYzImYzImKWMyJmMyJmMyJmMyJmPyyMds++c/dcJd7/o1XviT8Qe/u+Odf3jMmIzJmKSMScqYpKSkpKQ8/IePettvPccnr9+TWqROk5KS+iud++Rtb3/BEaekpKROk9pIbaQ2UovUIrVISS1SUovUIrVISS1SUs7ev+W8i44796LjbvnAnquecMD1L9pxywf2nJKSklqkpKSkpE6TkpKSkpKSsvqqLXHG7VFDQ0NDQ0NDQ0NDQ0NDQ0NDQ0PjjNtg+CKwXq9tb2+7+OKLPf/5z/fyl7/c0aNH7e3t+UJuvfVWP/mTP+ke97iHMz5LLW79wJ47P/hRUhspKSkpqUVKapGSkpKSWqSkpKQWKSkpqUVqkZJapKQWKSkpqY2UdzzviHPOP+juDzwoJSUlJSUlJSW1SElJSUlJ+cvr9vz+S4540BO33fnuW1JSUlJSxmRMxmRMxuQTN+z5g9/d8fa3HPN9//y4Rz5m25is1ozJas1qzWrNas1qzWrNas1qzZiMyWrNas1qzZiMyZiMyZiMyZikjMmYjMmYjMmYjMmYjMmYjMmYjMmYjMlqzWrNmKzWjMmYrNas1qzWrNas1pzzN7c86O8c9tRnnpDy+5fueM0lR4xJypikjElKypiMSUrKne++5fwnPsfvv+SIlJSUlJSU1EZKSkpKSkpKyh3vuWX/4w57x/OP+EwpKalFSmojtZFapBapRWqRktpILVKLlNQiJbVILc7ev+Wr/91R51503ClXPeGAq55wwPUv2nHzW3adkpKSktpISUlJSUlJSS1S9n3VljNun+ZgDuZgDuZgDuZgDuZgDuZgDuZgDuZgDuZgDuZwxm0wfBF43ete5653vavzzjvPKeecc45v+ZZv8YY3vMEX8sIXvtBjHvMYX/d1X+eM/yFl/d49p6QWKSkpqY2UlJTUIiW1SEktUlKL1CIlJbVILVKLlNQiJbVISUltpKRce+kxp5z3A9s+n5SUlJSUlJSU1CIl5erXXexO99hy3sMPS0lJSUlJSRmTMRmTT9yw5w9+d0fK0555wt3usmVMVmtWa1ZrxmS1ZrVmtWZMVmtWa1ZrVmtWa8ZkTMZktWZMxmRMxmRMUsZkTMZkTMZkTMZkTMZkTMZkTMZkTMZkTMZkTFZrxmS1ZrVmtWZMVmtWa1ZrVmtWa+52ly3f8uhtT3vmCR/7yJ7XXHLEmKSMSUrKmKSkpKQW/8s/2qZc/45dKSkpqY2UlNRf6QHPOOoDrznmUx/ck5I6TWojJbVISS1Si9QitUgtUlJSi9QiJbVIbaQWKSkpZ+/fcu+nbnvQW+vci4475eqnHHLVEw64+ocOuf5FO25+y65TUlJSUlJSUlJSUlKnSZ1xOzMHczAHczAHczAHczAHczAHczAHczAHczAHczCHM26D4YvATTfd5H73u5/PdKc73cmf//mf+3ze/OY3+8M//ENPf/rTnfGF3fr+PXf4yi0pKSkpqY2UlNQiJbVISS1SUlJSi9QitUgtUlKLlNQiJSW1SElJ+cvr9lz90h0PeMZRp6SkpKSkTpOSklqkpKSkXP+OXde9c9fD/9lRKWOSkpIyJmMyJmMyJp+4Yc/LfuGQu9xtyyMfs21MVmtWa1Zr9p1k30n2nWS1ZkzGZLVmTMZktWa1ZrVmtWa1ZkzGZEzGZEzGJGVMxmRMxiQlJSUlJSUlZUzGZEzGZEzGZEzGZLVmtWa1ZkxWa8ZktWa1ZrVmTFZrVmvG5Pt/5LiPfWTPay45YkxSxmRMUlJSUlJSUh70xG1veskRqUVqkZKS2khJSUlJSUlJSTn3B57j6pfu+LSUlNRGaiO1kVqkTpNapBapRWqR2kgtUlKLlNRGSmpx9v4t937qtge9tc696Lhz/uEFTrnuxTuuPD+uesIBV//QIde/aMf1L9px0+8cc/Nbdt38ll23fGDPLR/Yc0rqjNu5OZiDOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZxxGwxfBNbrtTGGzzTGMOf02T72sY959rOf7YUvfKEzPr8g5ZYP7Dl7/5bPlJKSklqkpKQWKalFSmqRWqSkpKSkpKSkpBYpqUVKaiMltfjL6/b8yU8e8g3POOqO99ySkpKSkpKSkpJapKSkpKSkfPL6PSded7EHPXHbmKSkpIzJmIzJmIzJmHzihj2X/toRD3zIYd/y6G2rNas1YzImYzImqzWrNas1qzWrNWMyJqs1H/vIno99ZM9qzZiMyZiMyWrNmIzJmIzJmIzJmKSMyZiMyZiMyZiMyZikpIzJmIzJmKzWrNas1qzWjMlqzZis1ozJas1qzb6TrNaMyZiMyff/yHEf+8iel//CIWOSMiZjMiZjMiZjMiYpX/m3D7rTPbZc/bpjUlJSUhspqb+Wc5+87QOvOeYvr9uTOk1KaiO1kVqkFimpjdQitUgtUouU1CIltUhJLVJSUouUlJSUs/dvOec7D7v3U7edd9FxD3prnXvRcef8gwt82ifecpnrXrzjuhfvOPFDh1z1hAOuPD9ufsuulH1f9TU+rXHG7UhDQ0NDQ0NDQ0NDQ0NDQ0NDQ0PjjNtg+CJwhzvcwXq99pnmnPbt2+ezPe95z/P1X//1rrnmGpdddpmPfOQj3v72t7vqqqucwXzvNU45+b49Z+/fkpKSklqkpKSkFikpqUVKapGSWqQWqUVqkVqkFimpRUpqkZKSWqRce+nF7nb+QXd/4EEpKSkpKSkpKSkpKSkpKSkpKVe/7mKnfOXfPiglJSUlJSUlZUw+ccOeX3/RIQ9/7LZHPnrbmIzJmKzWrNas1qzWfOwje645sevyK465/G3HXP62Yy6/4pjfeOURv3TJIRf+6iEX/uohz3xe/PSLD/i91+/Y29s1JmMyJmMyJmMyJmOSMiZjMiZjMiZjMiZjMiZjMiZjMiZjMiZjMiarNWOyWjMmYzImqzVjslqzWrPvJKs1qzVjMibf/yPHKX/wuzvGJCUlJSUlJSUl5bxHXuBtv7kjtUgtUlIbKakvKCVl/+MOu+mtuz5TaiMltUhJLVKL1EZqI7VILVKLlNQitZGSWqSkpBYpKamNlJSU1OLs/VvO+QeH3fup2+791G1f/e+OOu+i48676Lj7v/qEB7217vvvjvrob10sJbVonHE7MwdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMIczboPhi8A973lPf/qnf+oz3XjjjR784Af7bF/xFV/h5ptvdskll7jkkku8//3vd9lll3nTm97kS1lKapHaSElJSUltpKSkNlJSi5TUIiUlJbVILVKL1CIltUhJLVJSGylX/8qOG6/Y9YBnHPVXSUlJSS1SUouUT16/5+rXH/Ogf7QttUhJGZMxGZMxGZOPf3jPpb92xLd991FbWweNyZiMyZiMyZh87CN7/t/X7XjJJYf8yZUXu/o9l7n6mstcfc1lrn7PZc6585bHf/O2Zz3lhGf90Akv/Bf1o999XMpr37jjmc+L5/7iAS9/1RG/9/odKWMyJiljMiYpKSljMiZjMiZjMiZjMiYfvXHPR2/cc/kVx7z8VUf80iWHPPcXD/jpFx/wkksO+b3X73jrFcfs7e3a29t1zYldH/vIntWaMVmtGZPVmtWaMfn+Hznufe/e9f537RqTMRmTlJSUlNTivIcfFlz3zl2pRWojJbWRkpKSkpLa2P+tF3j7C444JSW1kdpIbaQWqY3UIrWRWqQWKalFapGS2khJbaSkNlJSUlIbKSkpKSkpKSkpKanTrN9zjdQZtzNzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzMAdzOOM2GL4IfOM3fqNTLrvsMqe8613v8qY3vcnDHvYwp1xxxRWuvfZap/zET/yECy+80IUXXujCCy/0wAc+0I/+6I86cuSIMz6PWqSkpKSkNlJSUouU1CIltUgtUlKLlJSUlJTUIiW1SEktUlKuvfSYa19zzDc+/7iUlJSUlJSUlNRpUlKLlNTibb+54173O+jOd9+SkpKSkpKSMiafuGHPa371iAc++AJbWweNyZiMyWrNas3HP7xnd3fHL/3nQ1Zrnv6Pj3vyo4/6wUcf9YOPPuoHH33UDz76qO94yLb73+ugs25l35rVmq/48i1//6HbfuxJx73wX9SPfvdx59x5y9Xv3fXcXzzgJb96yGvfsOOjN+5JSRmTMRmTlJSUlJtu2vMnbzvm5a884rm/eMBzLzzgwl895Or3XOa8+zzK479527OecsL/+qTjHvr1F1ituenGa/ze63f83ht2vOxVR/zSJYf86+fG8ct2rNas1ozJmKzWjMm3f9dRv/+aHe9/166UlDFJSUlJSS0e9MRt17/jMqekFimpjZTUX+mc8w+62/kHXXvpMZ8ptZHaSC1SG6lFapHaSC1SG6lFSmqRktpISUktUlJSUhspKSkpKSkpKSmpjbP3b/nkW3alzrgda2hoaGhoaGhoaGhoaGhoaGhoaJxxGwxfBMYYXvCCF/g3/+bfuOCCC3zf932fn/7pn3aPe9zDKf/+3/97b3zjG53xPzffs2dRTr5vz9n7twSp06SkpKQWKSmpRUpqkZJapBYpKalFapFapKQWKalFSsqnPrjn6pfueMjzj0tJSUlJSUlJSUlJSUktUlJSUj55/Z7r37nr4T98VErKmKSkpIzJmKS87927lAf+3cNSxmS1Zt9JVms+/uE9F/3nQ1Zrnv6Pj/vOB2+715dtOetWzr6Fs27lrFs561bOupWzbuWsW9l3ktWa1ZrVmtWaMfmKL9/y9x+67ceedNyPfvdxD/mGC6T8Xy854Lm/eMDLXnXEa9+w47Vv2PHHVx7zx1ce87JXH/GyVx3xkl895LkXHvDf3rjj3Ps+yvc9/qif+Zf1rKec8E8fd9Q33++wr9t/0L6T3POOW/7e1x727d+47Tsesu0nnnjcT/yj43YuOGH78AnPPnLCas3zf+GAy47vOOtWVmvGZLXmbnfZ8u1POurXX3xISkpKSkpKSkrKuY847G2/9RyfvH7PKamNlNRGSkpKSkpKSkrKuU/edvVLd5ySktpIbaQWqY3UIrVILVJSi9QiJbVISS1SUouUlNRGSkpqIyUlJSUlJfV5paTc+cEH3fKBPSkp8717zrj9mYM5mIM5mIM5mIM5mIM5mIM5mIM5mIM5mIM5mMMZt8HwReKhD32oN77xjV784hd785vf7AlPeIJPO3r0qCc96Uk+nwsvvNBjH/tYZ5zu1vfvUVJSUlJSGykpqY2U1CIltUhJLVKL1CK1SC1SUouU1CIl5S+v2/P25x9x7pO33fGeW1J/bSkpqUVqkfL7LzniQU/clpKSkjImYzImKSkf//Ced7zlYg9/3LaUMRmT1ZrVmo9/eM/LX3nEN93/sO94yLZ7/40tZ93KWbey7yT7TnL2LZx9C2ffwtm3cNat7DvJvpPsO8lqzWrNas1qzZiMyZjc405bHnr/wx7/sG0/8y/rad9z3Ln3fZSUlD/+04td/Z7LnHPnLefe91G+9WHbfuZf1rOecsJD73/Y197noNWa1ZrVmjFZrVmt2XeSs27l7Fs461bOupWzbuWsW9l3knvecct3PGTbj/+T405cs+v4ZTv2nWS1ZrVmteaud91y37910DvefExqkZKSkpKSknLuIw+77p27UouU1EZK6q/lnPMP+hv32nLtpcd8WkpqI7VIbaQWqUVqkdpILVIbqY2U1CIltZGSktpISUlJSUmdJiUlJSUlJSV1xheBOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZiDOZxxGwxfZO54xzsaYzjjtkttBGfv36IWKSkpKamNlJTUIiW1SEktUlJSUovUIrVISS1SG6mNay+92DnnH3Sfxx72aSkpKSkpKSkpKamNlJSUlOveuevmD+059xGHpaSkpKSkpKSkvP9du5SvOXDQmIzJmIzJNSd2veSSQ772Pgd9x0O27TvJvpOcdQurNftOslpz9LIjnvLL8ZRfjqf8crzgVYe88o927DvJvpPsO8mYjMmYjMmYjMmYjMmYpNzjTlseev/DHv+wbY9/2LYf/a7jvu/xRz3+Ydu+6esP+9r7HDQmKWMyJmMyJmOyWrPvJPtOslqz7yRn3crZt3D2LZx9C6s1+06y71b2neReX7blx//JcSfes+utbz1m30lWa8ZkTB7+uG2X/toRKSkpKanTpNz7fo9y3Tsvk5LaSJ0m9QWlpKTc51sv8IHXXOyU1GlSi9RGapFapBapRWojtUhJLVJSGympRUpKaiMlJSUldZqUlJSUlJSUlJSUlLP3bzn5vj2flpI643ZkDuZgDuZgDuZgDuZgDuZgDuZgDuZgDuZgDuZgDmfcBsMZX3KCW95/jTt85ZaU1GlSUqVguoYAACAASURBVFJSi5SU1CIltUhJLVKLlJSUlJSU1CK1SEktUq7+lR03XrHr3CdvOyUlJSX1OVJSUlJSUovUIuXK39zx9374qJSUlJSUlJSUlI9/eM+bXrPj4Y/bNiZjMiZj8tEb97z2DTu+/1uP+o6HbNt3kn0nuemmPaOMScrvXL7jw5/Y82vfU7/2PfVr31NPfehRH/74nn/1sgNe+Uc7VmtWa1ZrVmvGZEzGZExSUsYkJWVMxmRMxmRMxmRMxmRMxmRMxmRMxmS1Zt9J9p3kppv2vPKPdjzll+MpvxzP/PUD/vwDu1JSgkxWa/ad5Mf/8XF/cuXFrjmxK5OUlK2tg+77tw5637t3jUlKapGSklqc+4jDrn/nrps/tOezpU6TktpISZ1m/+MO+9R1ez71wT2flpJapDZSi9QitUgtUovURmojtZGS2khJbaSkpKROk5KSkpKSkpKSkpKSkpJapDbme/bM4YzbkYaGhoaGhoaGhoaGhoaGhoaGhsYZt8FwxpeM+Z49n5ZaBCkpKamNlJTURkpqI7VISS1Si9QitUgtUouU1CLlUx/cc+1rjnnAM45KSUmdJiUlJfV5paSkpFz3zl03f2jPve93UEpKapGSkpKS8r537/rqcw/a2jpoTMZkTMbk8isudvc7b7nfvQ/ad5J9J3nlH+34315+wDN+44DffuuOq67d9YZ3H/O0bzpqtebsWzjrVvafveXHvvGoZz36uKs+uOv5rzpk30nGZExWa8ZkTMZkTMYkZUzGZExSUlJSxiQlZUzGZEzGZExWa/ad5Kab9rzij3c879WHjMl/+M4Tfu176mkPPep3Lt8xJikpo6zW7DvJvpP808ce9ZJfPeRjN+5ZrRmTlAc+5AIve9Ehp6QWKSkpKSmpxSdu2HNK6jSpz5GS+oLudv5BN16x65TU55VapE6TWqQWqUVKapGSWqSkNlJSGykpKamNlJSUlJSUlJSU1EZKSkpKyp0ectAn37wr9T9sbZlxxu3IHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHM64DYYzvuSk3PqBPXfY/zXURkpKSmojJSW1SElJLVKLlNQitUgtUovUIiW1SPnUB/e8/flHfMMzjrrjPbekNlJSUlKLlJSUlJSU1CK1SLnyN3c86InbUlIbqY2UlI9/eM/vX7rjAQ++QEpKSsp7rt71J1ce8wOPPWq1Zt9JXvWWHW961zH/+fvr3z72uFNe8qYjnvrNR73+Ly72nN1Dnva7B/zZB3et1uw7yVfeYcuzHn1c8KY/P2ZMUlLGJCVlTFJSUlJSUlJSUlLGZExSxmRMxmRMVmvG5Hcu3/Hhj+/5D//ghO/++m33+rItb3zXMX927WVSnvnrB7zij3e88o92vOv9uz788T2rNas1X/HlWx7/zc/xG684YrVmtSblgX/3sL95ty0f//CelJTU53Wv+x9084f2pBap06T+WlJS9n/rBd7+giNSp0ktUp8j9TlSi9RGaiO1kZLaSElJnSYlJSUl9T+Vkvr8SpBazPfs6XDG7cgczMEczMEczMEczMEczMEczMEczMEczMEczMEczrgNhjO+JKROV5SUlNRpUlJSGympjZTUIrVISS1Si9QitUhJLVI+9cE9b3/+Eeecf9DdH3jQp6WkpE6T+hwpKSkpKSk3f2jPzR/ac+4jDkstUlJSUlIb73jzxb763IO2tg4akzEZkzF57Rt2fP/jjtp3kn0neff7dr3x3cc8+9Bxv/SmI3759Uf89hXP8eFP7Pk/fu+Ql73jOd5+w66H3Omgn738iH0nWa0ZkzH5Jw/YdtEbjxiTlNQitZGSOk1KSkrqNKnTjEnKRz6258+u2/WkB2xbrVmtef1fHPNzf3LEX7xv1zuv33XDJ/b818uf479e/hzPf/UhP/VfDviZVx6yWrNa823ftC245sSuMRmTlK8+96A/uHRHSuo0KSkp977fo1z3zst8ptRpUlJSnyMltXHO+Qfd7fyDbrxi16elPkdqkVqkFqmN1CIltUhJLVJSGykpqY2UlJSU1GlSUlJSUlJSUlJSUlJSUoJb3n+NT0udcTvT0NDQ0NDQ0NDQ0NDQ0NDQ0NDQOOM2GM74knTrB/bc4Su3BCkpKSmpjZSU1CIlJbVISS1Si5TUIrVILVJSi9Ti6pfuOOf8g8598rZTUlKnSUlJSUlJSUmdJrVx9esudq/7H5RapKSkpKSkpKS87y92PeDBF0hJSRmTj96458aP7vm6/QftO8m+k4zJPe60ZXfvYrt7x1z54V2f7b6rLdffvOc+Z2/5t288ZLVmTFZr7nnHLfe/10H/8fVHjGmRkpKSkpKSkvq8UlJSUlJSxiRlTH77rTu+4su33OvLtozJhz++52Xv2PEd9zhsy5Yv5M8+uOuUlNWab7r/Bf7kyouNScqYPOIx29777l0pKanP68vvseXmG/acktpIfV4pKSmpz5Fyn2+9wAf+28VOSW2kFqlFapFapBapjdRGaiMltUhJSW2kpKQ+R0pKSkpKSkpKSkpKSkpKSkrKnR/8KCffvyd1xu3UHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHMzBHM64DYYzvmSlqNOkpKSkNlJSGympRUpqkVqkpKSkpKSkFqnF1b+yQzn3ydtSUhspKakvKCUlJSW1SPnk9Xuu+7Nd5z7iAqek/lpSUsZkTMbk8isudt5XHbRak0nD1+0/qPiz63adct+x5cmrwy7IYc8az/HV2fLe9Z5r//ueMbnyI7t+9q1HPPt1h3zXy+Pprzjgndft6uC33rbjP77+iF9+3REveOUhL3zFIc/6Twc8+6UHbP/KAT/+8/HjPx9P/7l4+s/F038unv5z8fSfix//+Xj2rxzw7Jce8Kz/dMD//V8PeeErDjl62RG/c/mO37piR8M7r9v1vf8lfuzVB/z8Hx8xJpd/dNcH/vue/5nrP7nn/2MP/4M1vwv7sPf1/pw1WCtZP3ZBAh0Bjy084YciZ8ZgB9d4j1bBNm1a1/du7sQeFLTJvXbsxDO5E5pM00kOmsLtTeQ/nPaOVK7b7sKZcZPUk06u66pgk105gL1c44CNQoRBeqRFQnvQL/TDEpbO993u49knOpzd1S6404L29ZoGDX/+DTf73c8eljImUi6/fOakJx6dOyW1w6vesObE545KLaS+YamFq99xswc/ctizD82dklpInVZqIbWQWkotpaSWUtukpLZJSUlJSUlJSUlJLaWkpKSkpKSkpCjqgv8TmwbTYBpMg2kwDabBNJgG02AaTINpMA2mwTSYBtNgGi44D8MFLxm9f+7rpaSkpLZJSUktpaQWUlILKamF1EJqIbWQWkgt3POhW3z5I4dd955DUkspKamllJSUlJTUaaUWnnp47umvzL3qDWtSCykpKSkpKSlPPjL31UfnXvs9a1ILKSn33H/UD77x3RZCQ8MPv/7d7vrKUSetTPzll7/bB3vYfz691/2dO+lLW3OfevKokz56/LDPPnLUSVdcNnPFZTMf/8PDfu1T7/U7dx/2O3cf9ocPHvWHDxz1/C6e38UjT85ddsXMZVfMfL3Lrpi57IqZR5+ce+TJuUeenPv8g0d9/sGjfvvzh/3a773X/+9fv9fHv3DYKZt/NPfZh4/68tfmHnhu7ne+dtQp1+yauWbXzAtNg2kwDR55cu6KS2dSxkRq4bIrZp54dO4blTpnqW2ufsfNHvvMUSelFlJLqYXUDqmF1FJKaim1lJKSWkpJSUlJvaiU1A4pKSkpKcFzD841FhrG5IL/E5kG02AaTINpMA2mwTSYBtNgGkyDaTANpsE0mAbTYBouOA/DBS9Jzz0w9/JXz7xQSkpKaiklJbWQklpKLaSkFlILqYXUQmrhyx8+7MsfOewttx6RWkhJbZOSOicpqYWUe37rg77n7TdLLaSkpE7riUfnLrtiJrWQklpqbNPwlafvc8prx8z/67lbrH7HzOruFau7V6zuXrG6e8Xq7hWru1es7l7xpmuutbp7xe7njtv93HGru1es7l6xunvF6u4Vq7tXrO5eccnXjnvVd61Y3b3ikq8dd8nXjvszr73Wn3nttf7Ma6+1unvFJV877pKvHbe6e8Xq7hWru1es7l6xunvF6u4Vq7tXrO5esbp7xeruFau7V6zuXrG6e8Xq7hWru1es7l6xunvFSVfunvnS83Mv1NDQ8MiTc0JDYyHlsj0zTzw6dzZPPTz3zUrtsOf79nns9++U2iG1kFpILaSWUgupbVJLKaltUlJSO6SkpKSkpKSkpKSkpKSkllJSUpTvWJ05afXiFdfsXvGah45b3TxudfO41c3jVjePW908bnXzuNXN41Y3j1vdPG5187jVzeNWN49b3TxudfO41c3jVjePW908bnXzuNXN41Y3j1vdPG5187jVzeNWN49b3TxudfO41c3jVjePW908bnXzuNXN41Y3j1vdPG5187jVzeNWN49b3TxudfO41c3jVjePu2bzuGs2j0t922toaGhoaGhoaGhoaGhoaGhoaGhccB6GC15yUkspKaltUlJSSymppZTUQmoptZBaSC2kFp59aO6ejVu85dYjdl85c1JqKSUltZSSkpKSkpKSklpKeforcyc+d9Sr3rDPSaltUlJSUlK+9IU7XbZnJiUlpaHhistmHn1i7pSGR56cu/vLR51yX+c+/txRDzw398v/3l+0sW+vjX17bezba2PfXhv79trYt9f/588+aWPfXhv79trYt9fGvr029u21sW+vjX17bezba2PfXhv79rr9zU/a2LfXxr69Nvbtdfubn3T7m590+5uftLFvr419e23s22tj314b+/ba2LfXxr69NvbttbFvr419e23s22tj314b+/ba2LfXxr69NvbttbFvr419e23s22tj317/8p1X+r0njjrply4/5JQvfOmokxoarrh0pqFhGjR89dG5Jx69T2optcPFr5ipfyf1TUm5+h03e/Ajhz1zYu6k1FmlFlJLqYWU1FJKaiklJbVNSkpKSkpKSkpKSkpKSkpKSkpKSmohJSV47oG5Uz7w/z7gv3vfARvrB2ysH7CxfsDG+gEb6wdsrB+wsX7AxvoBG+sHbKwfsLF+wMb6ARvrB2ysH7CxfsDG+gEb6wdsrB+wsX7AxvoBG+sHbKwfsLF+wMb6ARvrB2ysH7CxfsDG+gEb6wdsrB+wsX7AxvoBG+sHbKwfsLF+wMb6ARvrB2ysH7CxfsDG+gEfWj/goz//g37y6D/z7W4aTINpMA2mwTSYBtNgGkyDaTANpsE0mAbTYBpMg2m44DwMF7wk/fGDc9/5qpmTUlJSUlLbpKSWUlJLqYWU1EJqIbWQWnj2oblPvecG19607qKrZk5KLaSkpJZSUuckJbXw1MNzwavesCa1kDqr41886rLLZ9RCY6HhistnHn3iPo2FlS0+8fkPin/nvs6d8p27fttNdz5i/x2b9t+xaf8dm/bfsWn/HZv237Fp/x2b9t+xaf8dm/bfsWn/HZv237HpnZ/e7Z2f3u0/PvEm7/z0bu/89G7v/PRu7/z0bu/89G4/ceJNfuLEm/zEiTf5iRNv8s5P7/bOT+/2zk/v9s5P77b/jk3779i0/45N++/YtP+OTfvv2LT/jk3779i0/45N++/YtP+OTfvv2LT/jk3779i0/45Nq7tXnPKx5+90yhceuNOYGBNfPH6n73ntmoaGhse+OvfVx+be/NZ3O5unHp675JUz4rRSZ5XaJrV09Ttu9thnjnqh1EJqIbVDaim1lJJaSkltk5KSkvqGpKSkpKSkpKSkvOzVMyelPPD0lr/4C//Uj//jY2687ZgbbzvmxtuOufG2Y2687ZgbbzvmxtuOufG2Y2687ZgbbzvmxtuOufG2Y2687ZgbbzvmxtuOufG2Y/bffsyNtx1z423H3HjbMftvP2b/7cfsv/2Y/bcfs//2Y/bffsz+24/Zf/sx+28/Zv/tx+y//Zj9tx+z//Zj9t9+zP7bj9l/+zH7bz9m/+3H7L/9mP23H7P/9mP+07/xS37grk9IfVubBtNgGkyDaTANpsE0mAbTYBpMg2kwDabBNJgG02AaLjgPwwUvGVv33+frpXZISUlJLaWkllJSC6mFlNRCaiG18OxDc3fdetDV77jZ1e+4WUpqIbVNSmopJSUlJSUlJSW1lLL5b+501RvXpBZSp5WSkhK89tp9xEJDQ8MVl77Oo0/ONTQ88uTc3Q8ddeDN605a/Y6Z16zMvJjx2pmz+dqX57ZWeOL3jhqvnclrZ/Lambx2Jq+deWZz7pnNuWc2557ZnNtaYWuFrRXy2pmTVq6ZOZPxmplz8atPHXb1y2ZOeuSJuTGR8oUvHfXdr9unoWEK999z1GuuXfNde2ca56VxTlJntef79nns9++UOqvUQmoptZTaJrVNSkpqh5SUlJSUlJSUlJSUlNRSSkpKSmoh5fI/t+bp//9RqYWtjx31/C7ftNQ2KSmpC85TQ0NDQ0NDQ0NDQ0NDQ0NDQ0ND44LzMFzwkrHymtdZqIWUlJSUlNQ2KSmppZTUQkpqIbWUWkgtPPvQ3F23HrTn+jXX3rQutZRaSEltkzpnKamFpx6eu/aH3+3rpaSkpHao02t49KtzDQ3/9sRRr7x45s/uWXPSA8/NHd+aO61776WlNd13r0yVe+6Vf3nE+OgR46NHjI8eMT56xK7fOCJ/5WYv+0/f6/lrZ7aundm6dma6dmbr2pmVd91s5V03W3nXzVbedbOVd91s5V03W3nXzbZeP/Md/99DcuiQ8dEjVj56xPjoEeOjR+S/OyRHjuh998pUmSpTZarTefXLZx7847krd8+MktLw6BNzDQ0Nwmc/9UFv+oF3a2honNbTD89d/IqZUxovKiW1Q2op5ep33OzBjxx2SmohtZDaIbWUWkpJLaWkdkhJSUm9qJSUlJSUlNRSSkpKSkrKy66e2Tp+n5MykfqWk/q2NQ2mwTSYBtNgGkyDaTANpsE0mAbTYBpMg2kwDabBNFxwHoYLXjKm++9z0vMPzL3s6pkzSUlJbZOSWkhJLaUWUlILqYVnH5q769aD9ly/5tqb1qUWUlILqaWU1FJKSkpKSkpKSkpqm3v+1WGvesOak1ILqbO69IqZJx6ba2gsNBauuGxGLP3Q62/2W/cc9vuPHfVf/cV7/dm9a15MSupPzGasrekNa3rDmt6wpjes2bpxzfPvW/f8+9ZtbRyytXHI1sYhz28csrVxyHPvX/fc+9c99/51z71/3XPvX/fc+9c99/51Wx86ZOuv3Wzav8bamq6tsbbG2pq8+2b5kTUpKSkpqdOaBq+8eOaKy2b+1k8cMQ0eeXLupO9+3ZqGhscfn/vqo3PXvH5NQ2OhoaFxzhrflCuuX/PgRw47k9RCaim1lNomtU1KSkpqh5SUlJSUlJTUDikpKSmphZSU1EJq4fkH5k6a7r9PkZKSkpKSkpKSkpKSOi8pqW9KaofUt6VpMA2mwTSYBtNgGkyDaTANpsE0mAbTYBpMg2kwDabhnHzyk5/0yU9+0kvdcMFLVkpKSkpKapuUlNRSaikltZBaSi08+9DcXbcetOf6NdfetC61kFpKLaSkllJS5+3pr8xd8oqZk1Ln7NI9M48/dp8zqoVpsLWLv/vjR/zXv3PQiWfm/rO/cMSbX7HmdFJS5yQl9X+YS/fMnHT5ZTN//s/c7P/5Hx2xtcLzu7jjk7d4xw+ve6GvPjZ32Z6ZkxoLDQ0NDQ0NTz58n0teMXM6jdNqnLM916955sR9UguphdQOqaXUUkpqKSV1WikpKSkpKSkpKSkpKSkpKamllJSU1EJKSkrKJd+/5rkH5k6J85eSkpKSelEpqQtexDSYBtNgGkyDaTANpsE0mAbTYBpMg2kwDabBNJgG0/Ci7rrrLn/rb/0t999/v5e64YILvk5KSmqblNRSaim1kJJaePahubtuPWjP9WuuvWldaiG1kFpKLaW2SUlJnVVKytNfmbv4FTMvlFpISe3QcOme13nisbmTGhpL3/PaNV/80lFfeXpua4WtFb53dc3//YcP+a9/56D/4d/cosPpzWZeTErqnKWkpKSkpKSkpKSkpKSkpKSkpKS2eeLRucsvn9lz6cx/8NZ1WytsrfA7dx/2hS8d9ee+72ZbK0yD4uO/cYtrrl3T0NDQWGgsNBZOfO6oK9+0z0mNpcafiote9TrPnpg7m9RSaim1TWqblJSU1DcsJSUlJbWQkpKSkpKSWoj/TS1M988pKSkpKSkpKalzkpKSOquU1AVn0NDQ0NDQ0NDQ0NDQ0NDQ0NDQ0DirX/mVX/ELv/ALXvOa17iA4YKXrJSUlJSU1DYpKamllNRSaiG19OxDc3fdetCe69dce9O61EJqIbWQWkotpaR2SElJSUlJSS2d+NydrnrjmtRpNbZpbNPYpmEa/N/+/UN+5TcO2lpha4WtFV5/zZq/8+8fsTWY4vTmc6eTkpJ6USkpKak/PfO5r/f443MPPzX33Hew+Udzv/35w/6X377F/+Onj9haYWuFrRUee2JOuOb1+zQWGguNhYaGL9991FMPz131xjWNpcaLapxRaunqd9zswY8cdjqpF5XaJiV1WikpKSkpKSkpKSkpKSmppZSUlNRCSkpqISUltU2wMnlRKSkpKamzSklJnVGK+qakvu1Mg2kwDabBNJgG02AaTINpMA2mwTSYBtNgGkyDaTANZ/X617/er//6r/ve7/1eFzBc8JLz/JfmXnb1zJmkpKS2SUktpaQWUkvPPjR3160H7bl+zbU3rUudVmohtZTaJiV1Xk7826Ne9YZ9Tkmdk0v3zHz1sblTioaGafDnvu9mxR3HbjENnt/F87u4/PKZv/iWdf/h9687rTuPeqGU1DlJSX1DUlJSUlJSUlJSO7zqDWsuu2LmDx886n/63Vv8l//8Bv/L79zi7/z8vS7dM7O1wtYKWyt85l9/0KV7Zla/d01DQ0NjoaGx8MWPfdD1/5d1jaXGOWuck4uumnnmxNwpqR1SS6ltUlLbpKS+aSkpqaWUlNRCSkpKSkrKy14989wDcyc9/7GjVrZISUlJSUlJnVFKSkrqjFJSpxWkzir1kjINpsE0mAbTYBpMg2kwDabBNJgG02AaTINpMA2mwRP/03/lbH7gB37ARRdd5II/MVzwkjEdn1sqKSkpKSmpbVJSUkspqaXUQsqzD83ddetBe65fc+1N61JLqYXUUmohJbWQktomJXVOnvrK3Cmps2qcVkMH02AaNDT8zE8f8YcPHPXbnz/s+V08v4vnd/Hcd/C5E3c6nUykpKReVEpK6kWlpKSkpKSkzs187oUe+rdHNdz4w+/1yc8d9pf+g0P+k5+/1/O7eH4Xz+9ia4XHvjr32d897Ed/6pCGhsZCQ2PpyUfmvvivDrv4lTOnNJYaGhoa35Qrvm/NY585KrVDaim1lNohtUNKSkpKSmopJSUlJSUlJbWUkpJaSElJLaSkFlJSUp57YG7XNTMnjclZpaSkpKROKyUldVopqdNKSe2QesmZBtNgGkyDaTANpsE0mAbTYBpMg2kwDabBNJgG02D3f/wLLjh3w7eQ48eP+83f/E133323F/OFL3zBb/7mb/q93/s9F5CizklKSmqblNRSSmoh5ZkTc3fdetCe69dce9O6F0otpBZSS6ml1FJqh5TUDikpT39lLnjVG9acr9dcu+b4F49qaGhoaGiYBtPgZ376iGP/5oN+++7Dnt/F87vYWuHuLx91+eUzXy/OTUrqrFJSUlLnJCUlJSUlJSVl5ZqZr3fZFa/zn/z8vV77PWue38XWCs/vYho89tW5//mfHfS2H1s3DabBNJgG06Cx0NDw1MNzV71xzVVvXNPQWGrs0NA4L6mFi66ceez373S+UjukpF5USuqsUlJSSymphZSU1EJKSmrhZVe/zkm7rnmdreNzKUpKSkpK6oxSUlKnlZI6rZTUaaWkpKTOSerbSkNDQ0NDQ0NDQ0NDQ0NDQ0NDQ+OC8zB8i/i1X/s1f/kv/2Uf/vCH/dzP/Zx//I//sTN53/ve52d+5md8+MMfdsstt/jpn/5pX/va11ywU5CSkpLaISW1lJJaSvnixi0+9Z4bXPeeQ669ad1JqYXUQmohtZBaSi2lllJSO6SkpKS2ufgVM+eisU3Dm99ysz/41GENDQ0N06BhGkyDn/2pIz7827f4nz95i80/mnt+F488Nff443OnvPzVMwt1VimpM0pJSZ1RSkpKSkpK6py87OqZky5+5cx37Z159Mn7PL+L53fx/C6e38U0mAa//3sfdOmemTf+4M2mwTRoaGhomAYNDZ/5H29x/U+uayw1NM6qcd4uetXrfOdVMy+UWkotpbZJSe2QkpI6JykpKSmppZSU1EJKaiElJSUltZDyna+aie3i9FJSUlJSO6SkTisldVqpC05jGkyDaTANpsE0mAbTYBpMg2kwDabBNJgG02AaTINpuOA8DN8Ctra2rK+v++AHP+jWW2/1q7/6qw4dOmQ+n/t6n/vc5/zTf/pP/fN//s/deuut/sW/+BeefPJJv/Zrv+aCP/HcA3Mvv3omRZ1WSkpqm9Q2KV/cuMWXP3LYW2494qKrZk5KLaQWUguphdRCaim1lNomJfWi7vmtD7rqjWvOR0Nj4U0/8G53/LODGhoaGhqmwTRomAY/+1NHNLzvv/1utxz6bo2FS14xc9LXvjx3JikpqTNKSZ1RSkrqnKSkpKSkpLbZ/cqZhse+Ore1wtYK02AaTIPf/9eHffZ3D/vRnz5kGjQ0TINpMA0aGhqeenjuqYfnrnzTmpMaGgsNDY0zaiw1XtR3XjXz2GeOOlepHVJnlJKSkpKSkpKS2iElJbWUklpISS2kpDz70Nw9H7rFb74jTtxx2El//ODcSSuvmel9c0pKSkrqjFJSUtukpKR2SJ1WSuqbV982psE0mAbTYBpMg2kws7vpdgAAIABJREFUDabBNJgG02AaTINpMA2mwTSYhgvOw/At4Ld+67dcfvnlXv/61ztpz549fuRHfsTHPvYxX+/yyy/3gQ98wOWXX+6U7/7u7/bggw+6YKfYLiW1Q0pqKeXZh+a+uHGLZ0/Mvf1D97roqpmU1EJqIbWQ2ia1kFpKLaV2SJ3VUw/PnY/GQkPDa65dc+kVM/ffc1RDQ0NDQ8M0mAaX7pm58e3r/uHfqZ/9qSP+wr+37tIrZr5eXjdzSkrqrFJSp5WSkjqtlJSUlJSU1Bntes3MHz84d9LuK2eKxx6f21phGmytMA1+/18f9rHfuMVf+htHTIOGadDQ0NAwDRqefGTuI//FDd7xnx3R0NDQ0NimoaGh8aIaC43zltomtUNK6huWkpJaSklJLaSkFlJSnjkx9+UPH3bXrQelXPeeQx7/9J2Wail2SklJSUntkJLaISW1TUrqtFLflPj20dDQ0NDQ0NDQ0NDQ0NDQ0NDQ0Dgn73vf+xw4cMBL3fAt4PHHH/eGN7zBC11yySU+//nP+3qvfvWr/dAP/ZBT7rvvPkeOHPGOd7zDBdulKCkpqW1SUlJLKSnPnJi769aDHvvMUdf97UNOSi2lFlI7pHZILaWWUjukzujph+de9YZ9XkzjtBp+6EfX/cGnPqihoaFhGkyDabC1wjSYBlsrXHbFzGy25onH5p56eO6iK2dedvXMKSmps0pJnVZK6rRSUlJnlJKSkpKSklL/ztNfmbvkFTP333vU1gpbK0yDf/Uvb/Gx37jFX/obR1zyiplpMA0apsE0aGhoePKRuY//8kFv+5lDLn7lTENjqaGhcVoNjYXGNyS1lDqr1GmlpKReVEpKaofUUkpqISW18Pinj/q9v32DezZucd17Drn2pnVq4TtfNfNCKUpKSkpKaoeUlNQ2KakdUjukpHZIXfC/mQbTYBpMg2kwDabBNJgG02AaTINpMA2mwTSYBtNgGi44D8O3gK2tLWMMLzTGME2Tszlx4oSbb77Zz//8z3vjG9/ogj/x3ANz6oxSUjukPHNi7osbt/jUe26w5/o1b731iJNSS6kdUguphdRCaim1lFpKSW2TkpL6hjUWGguNhTf9wM3u+t3DHn98rmEaTIOGaTANGqbB1grTYBo8+sTcpXtmLn7lzDObc3/84NzKNTPnInVaKanTSkntkJKSkpLaJiUltRC87OqZhfDkI3OX7pl57Ktzj3117td/9aA/+N3D/trfv9clr5iZBtNgGkyDhoZp0NDw6X9xi4tfOXPlm9Y0NDQ0NLZpaGicUWOh8acitUPqrFJSUlJSUlJSO6SkpBZSUkuphWcfmvs3tx501y8edO1N697+oXvtvnImJSVILa1cMzPdP5eS2iElJSW1TUpqm5TUNimpHVI7pKS+IalvC9NgGkyDaTANpsE0mAbTYBpMg2kwDabBNJgG02AaTMMF52H4FvDyl7/c1taWF5qmya5du5zJH/zBH/jJn/xJf+Wv/BU/93M/54LtXnb1zEkpKSkpqR1SUp45Mfep99zgpLfcesS1N607KbWUWkotpBZS26QWUkuppdQ5SUlJeeorcxe/cuZMGts0FhoLjYW3/eh7ffZ3P6ihYRpMg2kwDabBNJgG02AaPPrEXHHxK2bOVUrqtFKnlZLaJiUltU1KSkpKapvUNhddOfPUI3OX7pn59f/hoP/+Azf4rj0zf+3v32saTINpMA2mQcM0aGho+PLdRz30uaPe9rOHNDQ0NDQ0NDQ0NJYaGhoLjR0aOzQWnj0xd65SO6SkvmEpKaltUkspqYXHP33Up95zg4uunHn7h+61+hdulpKSsvvKmWcfmnv5q2deqPfNnZKSkpKS2iYltU1KapuU1DapHVKnlXrJmgbTYBpMg2kwDabBNJgG02AaTINpMA2mwTSYBtNgGi44D8O3gCuvvNJnP/tZL/TYY4/5/u//fqfziU98wl/9q3/Ve9/7XgcPHnTBn5iOz71Q6oxSUlKeOTH3xY1bfOo9N3jzew55/bvWXXTVzEmppdRSaiG1Q2qH1ItKvainH577rr0zpzR2aGzTWGgsNLztx9Ydv+eo++85qqGhoWEaTINpMA2mwdYKj331PpfunXn64bkXk5I6rZTUDimpbVJS26SkpLZJSUlJSS2sXDNTf+Kiq2aeenjuB9+57prXr/lrf/9eP/jOddNgGkyDaTANGqZBwzRoePKRuU/88kFv+9lDGhoaGhoaGhoaSw2N02osNM7JRa+aOZ3UOUtJnbOU1A4pqaXU0pc/fNhdv3jQW2494vXvWpdaSC2kllILwa7XzAQpKSmpbVJSUkspqW1SUtuktkntkDqt1HlLfctraGhoaGhoaGhoaGhoaGhoaGhoXHAehm8Bb33rW5105513OukP//APfeITn/C2t73NSZ/5zGd8+ctfdtLx48f9zb/5N/2jf/SP3HDDDZ577jnPPfecra0tF7ByzeucTUpq4ZkTcw9+5LC7bj3osc8c9fYP3WvP9WtOSS2lllI7pBZSC6mF1A6ppdQ2qTN66uG5S14xc1JKSuq0GhpLjYWGhoa3/ei6f/KBGzz++FxDQ0PDNJgG02AaTIOG2m7Xa2a+XuqMUjukpLZJSW2TklpKSUlJ7ZCSsvWluVP+aHPupEv2zvz5H183DabBNJgG02AaNEyDhmnQ8MSjcx/7bw76nrff7Mo3rWloaGhoaGzT0NBYaGgsNM6qscN3XjXzzENz5yp1VikpKSkpKSkpKakdUlJLKamFlGcfmrtn4xZvufWI3VfOnJSSkpKSsvvKmcc+c1TKy66eWaiF1DYpKSmppZTUUkpqm9Q2qW1SO6ROK/WSMw2mwTSYBtNgGkyDaTANpsE0mAbTYBpMg2kwDabBNFxwHoZvAWMMv/iLv+jv/b2/593vfref+qmf8g//4T/0ile8wkm/9Eu/5OMf/7iTfuVXfsXTTz/tr//1v+66665z3XXXue6667z//e93wb+TWkhJSUktPPaZo+76xYM+9Z4bPPb7d7r2pnVvvfWIU1JSS6ml1FJqIXVWqYXUUmoptU3qT01jqaGhsXDN69e87Uff645/dlDDNJgG06ChYRpMg4bHvzr35KNzZ5KSOqPUDqkdUtukpJZSUtukpKSkpE4vXPzKmWkwDabBNJgG02AaNEyDhmnQ8MSjcx//5YOueuOa6w6sa2hoaGhoaGhoaGgsNTQWGguNhcZCY4fG0jMn5s5X6k9VapvU0rMPzX1x4xafes8N3vyeQy66auak1EJqISXl4lfOfL1d18xM993npJSUlJTUUkpqKSW1lJJaSm2TklpK7ZA6rdRLyjSYBtNgGkyDaTANpsE0mAbTYBpMg2kwDabBNJgG03DBeRi+RfzgD/6gj3/8426//Xaf/OQn/fiP/7hTDh065MCBA076u3/377r77rvdfffd7r77bnfffbe7777bP/gH/8AF26WWnjkx98yJud99zw3u+sWDLrpy5u0futd1f/uQPdevOSW1TWoptZTaIbWQWkjtkDqt1Dapc9bQ0DithoaGxkJDw9t+bN2lV8z8kw/coKGhYRpMg4ZpMA0ef3zukr0zu6+ceaGU1Fmldkhtk5JaSkktpaSWUlJSSykpKSnByjUzp/zRibmLXznzxKNz06BhGkyDadAwDRqmQcMTj859/JcPuvJNa647sK6hoaGhoaGhoaGx1NDQ2Kax0FhoLDVO68GPfNAV37fmTFL/u0lJbZNaevahubtuPeixzxz1lluP2HP9mpTUQmohJSUl5aKrZv74wbmXvXpGWXnN60z3z6WkpKSWUlJLKaml1DappdQOqaXUDqnTSr1kNDQ0NDQ0NDQ0NDQ0NDQ0NDQ0NC44D8O3mN27dxtjuOCb9+xDc3f94kG/8aPxqffc4K5bD9pz/Zq3f+he19607uultkktpZZSS6mF1FmldkidVepFNbZpaJxVQ0NDw4/91CHXXLvmn3zgBg0NDQ0NDdOg/kT9iZetzjz/pTmzmTNJSe2Q2ia1TWqb1FJKaiklJbWQkpIy3Td30neszpxy8Stnnnh0bhpMg4Zp0DANGqZBwxOPzn38lw/6nh95tz/7f13X0NDQ0NDQ0FhoaGhoaCw1NM5ZY+mZE3PPnpi7+kff7XylpL4hKakdUkvPPjR3z8Yt9ly/5q23HnHRVTMpqYWUlJSU1BmlFoKU1EJKaiklJbWQklpISS2lllJS26SWUjukTit1TlLf0qbBNJgG02AaTINpMA2mwTSYBtNgGkyDaTANpsE0mIYLzsNwwUtCaum5B+ZedvXrPP7po545Mff2D93r7R+611tvPeLam9Z9vZTUNqnTSi2ldkgtpBZSO6SWUkupPzUNDQ0NDQ0NDQ0NDQ1v+7F111y75gP/xXe7/56jGhqmQUPD/fceJZaKreNz0/fMnE7qtPK/sgcvAHKX9b3/358n4RJARAQiuxOYkPwZJqhBSObgaCH5q4woYvW3nce/LdlQ29OjtjrAZJBiGyMiykUCohZFN5zx1PaI2mrrryKbBJRHt9oWqxOYiGXgN5DLLgFRbkKe7/9kepiy5AJBvGZfL2MSGX0ykNEnAxk9MpDRJwMZPTKQgYweGchg2u8s4tFvr2WvwTzbPLy5wxNMYILowATRgQmiAxM8sKXDzZ86k5cky5l98lJMEB1EB9FBdGCC6MAEJjCBiR4TmOgxgYkeE5joMdFjos/EDv3osyt4wfxFzJiZ59mSsVtk7JCMPhncc/21YDDnjOVsI6NPRp8MZPTIQAYHv2QRD/zrWvYZyCNga/dOELgIMnpkIAMZyEAGMvpk9Mnok9EnAxl9MnZKxpQniQ6ig+ggOogOooPoIDqIDqKD6CA6iA6ig+ggOogOooPomLIbHFP2HMZ2ZszMM2Nmnh2RgYxJZCBjEhm7JKNHxi7JeE6ZeE6YwAQvryzHv30NX/3fZ/LNG1YQHZggOrj//g4HviCP8X+IPjcrz47I2CEZk8jYKRl9MvpkIKNHBjJ6ZCADGchABtNzebZmHRB9D453eN4L85ggOjBBdGCC6CA6eGBLh+svWsxLkuUcNm8R0UF0YAITmMAE0YEJTPSYwAQmMNFjAhM9JvpM9JjoM9Fnou/hTR3u+95ajq2P8AQTz4oMZOyQDGQgAxk7JKNPBvd9by0brl/Fi+sjbCOjRwYyemQgAxk9MpCBDJzBoxvuZJ8X5dnGzToSHZHnCTKQgYweGcjokYGMHhnI6JHRJwMZfTL6ZPTJmETGJDJ+LjJ+Y0UH0UF0EB1EB9FBdBAdRAfRQXQQHUQH0UF0EB1EB9FBdEzZDY4pU55CBjK2I2M7Mvpk9MnokbEdGT0yemRsR0afjD4Zk8j4uZnABCYwgQlMYAITPSYwwfNemMe/fQ3Zf6zl6otm880bVmCC6AABYhJ3RB6MSWTskIxJZEwio09Gn4weGcjokYGMHhnI6JGBDGQgAxk7FR2YIDowQXQQHdx+8yquv2gxrz5/DYceu4jowAQmMIEJTGACE5jABCYwgQlMYAITmOgx0WMCEz0m+kz0mZjkB5eeyVFnLOe5JAMZyEAGMnZJBjL6ZPT8qLmCBZesYRsZPTLA6JGBDGT0yEAGMpDBC198Mo9u6CD+09bsTmLWQQYykIEMZCADGT0ykNEjo09Gj4xnREafjElkTCJjj2QCE5jABCYwgQlMYAITmMAEJjCBCUxgAhOYmLIbHFP2GDHrsDMykIGMHZIxiQxk9Mnok7EdGc+IjGftwfEOTzCxUyYwgQlM7JAJTGACEz0mMMEBh+T5vXes4bVvGSH7j7Vc0hB/81eLOfDgPD+d6DDjsDzbPHZ3h6eSsUMydklGn4w+GT0y+mT0yUAGMpCBDGT0yMDu7DBtVp4n2//QPD+5t4MJogMTRAcmuP3mVdz+zWt59flrmDEzjwlMYAITRAfRQXQQHZjABCYwgQlMYAITmMAEJnpM9JjARJ+JPhOT3P31VTyyqcPAKUt5golfCw9v6vDIpg4zZuZ5KgEyJpGBDGQgAxnIQMA+L8qDwV65I8HARXARZCADGchABjKQ0SOjRwYyemT0yOiT0Sdjp2RMeYroIDqIDqKD6CA6iA6ig+ggOogOooPoIDqIDqKD6CA6iI4pu8ExZY8yPZdnGxk8svFOZszMI2OXZOySjB2SsR0ZPTJ6ZPTI2I6M3bb/IXlM7JSJnTKBCUxMYgITmMBEjwlycxfxe+9YwzmXGv7taxh65xp6RM9eg3meLRl9Mvpk9MnokdEno0cGMpDRIwMZyEAGLoIMZPwnYxITmMAE0YEJfhhWccuXVvDy/z7CjJl5ooPoIDqIDqIDE5jABCaIDkxgAhOYwAQmMIGJHhOY6DHRYwITmOgz0ffwpg63f3YF91x/LcfWR/hVkrFD931vLfvOzLMrMpCBDGQgAxnIwEXY/9A8992yFvGf9hrIE+/qIAMZyEAGMpCBDGT0yOiR0SejR0aPjD4ZfTL6ZOyUjElkbEfGMyLjN1J0EB1EB9FBdBAdRAfRQXQQHUQH0UF0EB1EB9FBdBAdRMeU3eCYsseSsUsykLEdGTslYzsyfm4y+mQ8p0xgos8EJjCBiR4TPSYwgQlMYILo4HkvzGOCn050eGhzh6eSgYwdkjGJjB2SsR0ZPTKQ0SOjRwYykIEMZCADGchABnZXh2m5PE94eFMH47+YwAQ/DKu45UsreM35a5gxM090YILoIDqIDkxgAhOYwAQmMIEJTGCixwQmMIGJHhOY6DGxHRM9D2/qcPfXV/HdZYt5ZFOHY5eN8IL5i3iCiV85GT33/fuNzDljOdvI6JHxtGTgIsjg0HmLeGRTh31edCTbTM/liVkHGcjARZCBDGQgAxnI6JHRIwMZPTJ6ZPTI6JOxQzL6ZEwiY49mAhOYwAQmMIEJTGACE5jABCYwgQlMYAITmJiyGxxT9ggyesTTk4GMHZIxiYw+GX0ytiNjl2T0yPiFMNFnAhOYmMREnwlMYAITmMAEJnpMYAITmODH93XY/9A8xn+ansuDQMazJmOHZGxHBjJ6ZCCjRwYycBFk4CLIwEV4/Bs3Mn1Wnum5PE/Y77A8CKIDEzywpcP3vrSC15y/hhkz80QHJogOTGACE0QH0UF0EB1EByaIDkxgAhOYwAQmMIEJTPSYwESPCUxgAhM9D2/q8N1li9nmlc07OLY+woyZeZ5g4pdOxk49vLHD7pLRJ4OHN3fYd2aeRzfeyTbTc3mm5fJs/cZaZCADGchARo8MZCADGchARo+MHhmTyOiT0SNjEhl9MnZKxnZk/NaKDqKD6CA6iA6ig+ggOogOooPoIDqIDqKD6CA6iA6ig+iYshscU/YIJp4RGTslYxIZT0vGdmT0yOiR8XOR0bP/oXkenOiwIyaelokeE5joM9FjoscEJjDRZ4IHtnTY/5A8W76/lr0PzzPnVa9i5r9+g/yGjIHxjIHxjIHxjIHxjIHxjIHxjMHNGQPjGQPjGQPjGYObMwbGMwbGMwY3ZwyMZwyMZwyOZwxMZAxMZAyOZwxMZAyOZwxMZAyOZwxMZBw+kTEwkTEwnjEwnjEwnjEwnjEwkTEwkTEwkTEwkTEwkTEwnnHwVR/gBR+7gBe/5/3kjz6KbfadmWd83VoeuPdOTPDAlg43f+pMTvyTEWbMzBMdRAfRQXQQHUQH0UF0EB2YwAQmiA5MYILowATRgYkeE5jABCZ6TGCi5+FNHR7e1OGer6/iB5eeyXeXLebwU5YycMpSnsrE0zLxa0sGMnpkIAMZHPiCPI9s6mDAYfd3edGWjGOW/CHPP/ePGBjPGBjPGBzPGJjIGJjIGJjIGJjIGBjPGBjPOHwiY2A84/CJjIHxjIGJjMHxjIGJjIGJjMHxjIGJjIGJjMHxjIHxjIHxjIHxjIHxjMHNGQPjGQPjGQPjGQPjGQPjGQPjGYPjGYPjGYPjGbnNGYPjGYPjGYPjGYPjGc+GjN840UF0EB1EB9FBdBAdRAfRQXQQHUQH0UF0EB1EB9FBdBAdU3aDY8oewQQGPNbtsM0+h+e5/5a17HfYkchABjJ2SAYyJpExiYw+Gc8ZGX0ynhUTk5jYjokeE30mMNFjoscEJjCBCUxgAhMceHCeByc6POHcm1fy179/Ap+8aIiRC4YYuWCIkQuGGLlgiJELhhi5YIiRDwwx8oEhRj4wxMgHhvjMhUN85sIhPnPhEJ++cIhPXzjEpy8c4poLh7jmwiGuuXCIT31wiE99cIhPXjTEJy8a4uoPDXH1h4a4+sNDXP3hIa6+eIi/umSIT1wyxCcuGeLjlwzxsUuHuOqyIa66bIgrzlrAFWcv4JMbvsJf//4JXPrxIS5J62wjQAYDR5/MNhtvW8v+h+Y59NhFRAcmMEF0EB1EB9FBdGACE0QH0YEJTGCC6MAEJjCBCUz0mMAEJnhoc4d7vr6KH1x6Jt9ZtphvLJnNd5ctZsu/3wiCEy5dw5wzlvMEE5jAxK+EjJ16eFOHRzZ1OPili3gqGTslAxnIQAbTt8KMmXkm/mEV21z8iSE+9i9X0Tz5hVxx9gKuunyIj35kiKsuG+Jjlw7x8UuG+PglQ3zikiH+6uIhrr54iKsvHuKTHx7i6g8PcfWHhrj6Q0N88qIhPvXBIT71wSGuuXCIay4c4poLh/j0hUN8+sIhPvOBIT5z4RCfuXCIkQ8MMfKBIUY+MMSqC4YYuWCIkQuGGHn/ECPvH2Lk/UOMvH+IVSuGWLViiFUrhrj2fUO88/OX8Z15ZX7bRQfRQXQQHUQH0UF0EB1EB9FBdBAdRAfRQXQQHUQH0UF0TNkNjil7BBNMOyLPE2T0zJiZZ1dkbEfGJDJ2SEafjB4Zz4iMXwgTk5jARI+JPhM9JjCBCUxgosdEjwlMYKJvxsw8P9vQ4Y9/9hJe8+A8TvnoGKd8dIzKlWNUrhyjcuUYlSvHqFw5xilXjlG5YozKFWNUrhjjtSvHeO3KMV67coxTV45x6soxTl05xusuH+N1l4/xusvHeP1HxjjtsjFOu2yMN1w6xhsuHeP0S8Y4/ZIxTr94jDd+eIzf/dAYb/rQGG/60BhvvmiM5INjDF04RvLf/5bX/GA/Tj/2HbxlxRhvXT7G0vPGOG1iHk/YvG4t+x+axwS3f/NaZp88jAlMEB1EB9GBCUxgAhNEB9FBdGCC6MAE0YEJTGACE5jgoc0d7r5hFT+49Ey+s2wx11fEd5ct5u7rrwXBnDOW85rrjVc27+DY+gjH1keYMTOPCUxg4tfajJl5dkVGn4weGchABjJwEcZbaznGL+dnGzp0fvgjzviDv+UP3jvGW943hl8xxv+bbub1B76O3/vAGMkHx3jzRWO8+aIx3vShMX73w2O88cNjvPHDY5x+8RinXzLGGy4d4w2XjnHaZWOcdtkYr//IGK//yBivu3yM110+xqkrxzh15RinrhzjtSvHeO3KMSpXjFG5YozKFWOccuUYlSvHqFw5RuXKMU756BinfHSMUz46xmuuGuM1V43xmqvGeM1VY7z6Y2N8aVGVJ8j4rWQCE5jABCYwgQlMYAITmMAEJjCBCUxgAhOYmLIbHFP2KOK/iF2TsdtkPCMyemRMIuMZkbGdAw7J89OJDk9mYqdM9JnoMzGJiR4TPSYwgQlMYAITHHhwngfHOzzhkW+tJS4+mSeYwMR2TPSZ6DPxnIp3dbj/TYuZUV3KAecsZ5vo4LG7Ozx+d4dtDj12ES86ZhHPe2Gen9zbAcFh8xZhguhg6zTYOg2ig+ggOogOooPoIDqIDqIDEzy0ucPdN6zi+5edyT83FnPT8Gyur4jrK+K7yxaz5d9v5AXzT2bOGct5ZfMOXvHZO1hw6RqOrY9w0HGLMIEJTGACE8+KCUz80h1+ylJ+cNmZbGOizwQmdkgGMpDB5nVr+foHFzP9cXhkY4dt7rtyBSYwwbRZeQ7+whoeC2t56OIVyEDGJDJ+YUxM+T+ig+ggOogOooPoIDqIDqKD6CA6iA6ig+ggOogOooPoIDqm7AbHlClPIQMZOyRjEhlPS8bTkvELZ2KHTPSZ6DPRZ6LHBCZ6TGACE5jgx/d12GbGYXn2OTzPvicuwu68k6cysdtMPCsy+h67eS3TZuV53jnLkYEMTPDIt9eC0TP7pGGe8NOJDvsfkmfrNHh8OmydBlunwdZpsHUaRAfRQXTw4HiHbHQVY+cu5p8bi/nnxmK+f9mZfKexmLuvv5Z9X5TnqCXLecVn7+DVXzde8dk7eMVn72DeshEOryzloOMWse+L8mxjAhPPGRO/MnPOWM6+M/N8Y8lsHt7UwQQmJjGBCUxggujABA9t7vCDL6zggEPyTLRuZNarlvL8407mgS+uosdABtNzeQ7+whoevPR9xLs6PJmMXxkTz5qM3yjRQXQQHUQH0UF0EB1EB9FBdBAdRAfRQXQQHUQH0UF0EB1TdoNjyh7r4Y0dZszM82QydkrGLsnok/GckfGcM7EdE30mekz0megzgYnt7H9Inm0e3dDhkW+vZRsT2zGBiT4TfSaeFRnIQAYy/otBvKvDQ5es4IBzliMDGcjARXjw89cy89SlPNUtf7+C/Q7Ls3UabJ0GW6fB1mkQHUQH0cGD4x2y0VX88H+t4EefXcHhlWGOWrKco5Ys56DjTuYVn72DEy5bw+zh5Rx03CJMYIJ9X5RnGxOYwAQmMIGJSUxgAhOY2I4JTGBiEhOY+JUw0TfnjOUcWx/hu8sW86PmCh7e1GEbA0z0mMAEJjCBCR4c74DBy05fDgZHLB7mx7fcyAtPW8qjn1uFM5CBDFyEGX4pD128Ahk9MnZIRo+MXTIx5RkygQlMYAITmMAEJjCBCUxgAhOYwAQmMIEJTEzZDY4pU/4vGbtFxm6R8Qt3wCF5fjrR4alM7JCJ7ZjoMdFjos/EJCYwgQlMgJhERx7JNiYwsUsmtmPiWZPR4wy2fnMte5cXse+Ji3ARXAQXYdqPOjw7N41CAAAgAElEQVR+d4ef/MtatrlrzbUcfvQi1n9rFSY4cvEwW6fB1mnwk3s73LlmFe3PreB7l5/Jt9+zmBuXzubur1/L4ZVhyv/rDl702qU8/2WLeP7LFnF4ZSkmiA5MYAITmMAE0YEJTGACE5jABNFBdBAdmMAEJjBBdBAdRAfRgQlMYILoIDqIDkxgAhOYwAQmMIEJTGACE5jABCYwgQlMYAITmMAEJjCBCUwQHUQHJjCBCUxgguggOogODjpuEcdftgYT3DQ8mxuXzuaHf72C9X+9gujgpxMdtk6DrdMgOjDBofMWsem2tcjgjptW8bMNd7LNtK2w+dwz2ftnIAMXwUU46PIRHgtrefyba5HRIwMZyEAGMrYjY4dk7BYTe6zoIDqIDqKD6CA6iA6ig+ggOogOooPoIDqIDqKD6CA6iI4pu8ExZY8kg0c2dXiCjF2SsUsynjEZz4iMXxoTu2SizwQmtmOi5+HNHXbGxCQmfqFkEO/q8OAlK3je2cuRgYvgIuz9M3jg8hU8/2WLeHRjh23uuHEV//bl9/EvX17BCX86wvTBPA9s6bDuf6/gW+ct5t7v38hDmzscdNzJzB5ezqtuMF52+RoOPH4R0YEJTGCC6CA6MEF0EB1EByYwgQlMYAITmMAEJjCBCUxgAhOYwAQmMIEJTGACE5jABCYwgQlMYAITmMAEJjCBCUxgAhOYwAQmMIEJTGACE5jABCYwgQlMYILoIDqIDqIDE5jABCaIDvY5PE9+6XJedYMxe8lyTLDl+2v5p1PFjUtnk75OrH7bbB7Y0uGxveCxveG0j95B+9vXss3E99eyjYvwvBMWsfUba5n+GLgIMnARnr9yhAcvWYEMZPxcTEx5hqKD6CA6iA6ig+ggOogOooPoIDqIDqKD6CA6iA6ig+ggOqbsBseUPUJ04Gblebx7J9v8bEOHGTPz7HdYHhm7JGM7MnZKRp+MnZLxnDP+i4kdMrFTJnpM9JjoMzGJCUxgAhMc+II8D453eDIZmJjExCQmtmPiGZOBDGQgAxnIQAYy+MmfncmM6lKm5/K4CDKY/jhs/cZaHv72Wg6afzL7HZZnm88seSNXnjqfa5a+kd+/cyW/9+0ap3/xd/nj21byiT9+IxctfD4XLXw+jb1v4V1b/o4z1tRYsrrGktU1lqyusWR1jSWrayxZXWPJ6hpLVtdYsrrG8GiN4dEaw6M1lqyusWR1jSWrayxZXWPJ6hpLVtcYHq0xPFpjeLTG8GiN4dEaw6M1hkdrDI/WGB6tMTxaY3i0xvBojeHRGsOjNYZHawyP1hgerTE8WmN4tMbwaI3h0RrDozWGR2sMj9YYHq0xPFpjeLTG8GiN4dEaw6M1hkdrDI/WGB6tMTxaY3i0xvBojeHRGsOjNYZHawyP1hgerTE8WmN4tMbwaI3h0RrDozWGR2sMj9YYHq0xPFpjeLTGktU1lqyusWR1jSWrayxZXWPJ6hpLVtc4Y02Nxt638JdH3Mflp81n1fnvZtX572bV+e/m8tPm89qPvYxqqPHmf67x1rtWsvL18/n0kjfy5iNncOixJ/PjW9Yy6w+Xs+k9Z7LvozBtK7gIMtj3xEUIePyba5GBDGRMIgMZU55D0UF0EB1EB9FBdBAdRAfRQXQQHUQH0UF0EB1EB9FBdBAdU3aDY8oe4fFpYKJvxmF5ZhyW59eBjB4ZPTJ+KUzskokeE30mMLFDcRoccEgejJ7puTx2551sY2ISEztk4jklg8fCWp53znJk9MhABo/d3eGAhYs4+A1Luff7a3nfy/+WDS95Kz9+9Z/zvekD/OPa6/nqmuu5c8Fbuf+Prmb9YJl2rkw7V6adK9POlWnnyrRzZdYPllk/WGb9YJn1g2XWD5ZZP1hm/WCZ9YNl1g+WWT9YZv1gmfWDZdYPllk/WGb9YJn1g2XWD5Zp58q0c2XauTLtXJl2rkw7V6adK9POlWnnyrRzZdq5Mu1cmXauTDtXpp0r086VaefKtHNl2rky7VyZdq5MO1emnSvTzpVp58q0c2XauTLtXJl2rkw7V6adK9POlWnnyrRzZdq5Mu1cmXauTDtXpp0r086VaefKtHNl2rky7VyZdq5MO1emnSvTzpVp58q0c2XauTLtXJl2rkw7V6adK9POlWnnyrQHy7QHy7QHy7QHy7QHy7QHy7QHy7QHy9x5wlv58duuZs269Xzhbz7Jt7b8jB8OlLnnpW/l9sPLXPLoyzDBtFl5tpGBjElmVId55G+u5clk9MjYKRlPy8QvjYzfGCYwgQlMYAITmMAEJjCBCUxgAhOYwAQmMIGJKbvBMWWPYGKSRzZ2mDEzz9ORsR0Zk8h4WjKeEzKecyYmMbEdE5OYwAQmMIGJp2ViEhO/EiZ6npcsZcuXV/HgRIejzxvha9f+JV/eehirX1DiipFPkD46kx+d/VW+86oGoVjl5nlVQrFKKFYJxSqhWCUUq9w8r8rN86qEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpVQrBKKVUKxSihWCcUqoVglFKuEYpUwr0qYVyXMqxLmVQnzqoR5VcK8KmFelZuPrXLzvCo/rH+Vf1t0Lp/6h5SVqz7B6oNL/O09D/Fv3x3lqL8Y4ZGNHfYazBMd25k2K8/WrIOMPhPI2CUTu8XElP8rOogOooPoIDqIDqKD6CA6iA6ig+ggOogOooPoIDqIDqJjym5w/JbKsowbbriBdrvNlD3HAYfmeXC8w86Y2CkTu2Ti52Zih0xsx8ROmXhGtmYdps3KsyMmOOiNS/nJv67loN9dysxTh7lrzbXcsvJMZi9ZzvyVa9hrII/YORM7ZQITmMAEJjCBCUxgAhOYwAQmMIEJTGACE5jABCYwgQlMYAITmMAEJjCBCUxgAhOYwAQmMIEJTGACE5jABCYwgQlMYAITmMAEJjCBCUxgAhOYwAQmMIEJTGACE5jABCYwgQlMYGKHTPTMettyTvybOzho/iJuWXkm4+tu5JDXD7PfwkVs+OQKDnnnckz0mOibNitPzDpM+eWJDqKD6CA6iA6ig+ggOogOooPoIDqIDqKD6CA6iA6ig+iYshscv4W+8pWv8Ja3vIWvfe1rvP3tb+eKK65gyu6TscczMYmJZ+zxbgcEJjDRZ6LPxNMy8azIIN7VYVee/6ZhNly9gujgBW9cytzzR5h/xRoOff1Stk4DATL6TGCiTwYyekxgAhOYmPI0ZPSZwESPDGT0bJ0Gs962nPlXrGHOe0c4+PSlPLqxw6P3dNivtIgdmZ7LszXr8AQTyJjyC2QCE5jABCYwgQlMYAITmMAEJjCBCUxgAhOYmLIbHL9ltm7dyvLly7n22mu55JJLuO666xgZGaHT6bBHE78UMvpk/Noy8ZwygYnt6Igj2V0mnlPTZuXZmf0XLmKbRzd0iA4e2wse2wse2wtMIGOHTEz5OZnABCZ2zMAEj+0Fj+0Fj00HEzzwb2vZezDPk8nokbEdGVN+waKD6CA6iA6ig+ggOogOooPoIDqIDqKD6CA6iA6ig+ggOqbsBsdvmZtuuomDDjqIuXPnss3BBx/MSSedxDe/+U32ZNMfB0TfQcct4u4bVjFlx0zslIkd+sm9HZ7KRfpM/FqQMcleA3ke2djBBCZ4fDqYwAQmdsoEJqb8gpiD6CA6eHw6IIiCR++5k/0XLOKpZPRNm5Vna9Zhyi9HdBAdRAfRQXQQHUQH0UF0EB1EB9FBdBAdRAfRQXQQHUTHlN3g+C1z//33c8wxx/BkBxxwAOvXr2dncpszSq1AqRUotQKlVqDUCpRagVIrUGoFSq1AqRUotQKlVqDUCpRagVIrUGoFSq1AqRUotQKlVqDUCpRagVIrUGoFSq1AqRUotQKlVqDUCpRagVIrUGoFSq1AqRUotQKlVqDUCpRagVIrUGoFSq1AqRUotQKlVqDUCpRagVIrUGoFSq1AqRUotQKlVqDUCpRagVIrUGoFTvx+YOFD9zC43zQG95vGsdzDSS8+moOvv4i5GwJzNwTmbgjM3RCYuyHw/9wTmLshMHdDYO6GwNwNgbkbAnM3BOZsDMzZGJizMTBnY2DOxsCcjYE5GwNzNgbmbAzM2RiYszEwZ2NgzsbAUZsCR20KzNkYOGpT4KhNgaM2BY7aFDhqU+CoTYHZmwOzNwdmbw7M3hyYvTkwe3Ng9ubA7M2B/HggPx7Ijwfy44H8eCA/HjhyInDkRODIiUDpkL058t5vceRE4MiJwBH3Bo64N3DEvYEj7g0ccW/giHsDR9wbmLUlMGtLYNaWwKwtgVlbArO2BGZtCczaEsjdF8jdFxi8P5C7L5C7L5C7L5C7LzB4fyB3XyB3X2Dw/kDuvsCBP/oci449mpNffDT7HJ7npDecwoL0c7z83wOlVqDUCpRagVIrsHBdYOG6wMJ1gYXrAgvXBRauCyxcF1i4LrBwXWDhusCCWwMLbg0suDWw4NbAglsDC24NLLg1cMJtgRNuC5xwW+CE2wLHtwPHtwPHtwPHtwMvWx946ejnKB2yN8f9MDD/9sD82wMv/VHgJf8ReMl/BF58R6B06N7Mu+tbFLqBQjdwTBY4JgsUuoGj7w4cfXeg0A0UuoFCN1DoBgrdQKEbKHQDR98dKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoFCN1DoBgrdQKEbKHQDhW6g0A0UuoGj7w4UuoFjssAxWeCYLFDoBo7pBo577B5e9tg9vPiOwEv+I/DSHwXm3x6Yf3tg/u2B434YKB26N/NHP8fx7cDx7cDx7cDx7cDx7cAJtwVOuC1wwm2BBbcGTrgtsODWwMJ1gQW3BhbcGlhwa2DBrYEFtwYW3BpYuC6wcF1g4brAwnWBhesCC9cFFq4LLFwXWLgusHBdYOG6wMJ1gYXrAqVWoNQKlFqBUitQagVKrUCpFSi1AqVWoNQKlFqBUitQagVKrUCpFSi1AqVWoNQKlFqBUitQagVKrUCpFSi1AqVWoNQKlFqBUitQagVKrUCpFSi1AqVWoNQKlFqBUitQagVKrUCpFSi1AqVWoNQKlFqBUitQagVKrUBuc8bueKhUYm6xwNxigbnFAnOLBeYWC8wtFphbLDC3WGBuscDcYoG5xQJziwXmFgvMLRaYWywwt1hgbrHA3GKBucUCD5VKTHlmHL9ltm7dinOOJ3POEWNkRw5cVOXkW75No+5p1D2NuqdR9zTqnkbd06h7GnVPo+5p1D2NuqdR9zTqnkbd06h7GnVPo+5p1D2NuqdR9zTqnkbd06h7GnVPo+5p1D2NuqdR9zTqnkbd06h7GnVPo+5p1D2NuqdR9zTqnkbd06h7GnVPo+5p1D2NuqdR9zTqnkbd06h7GnVPo+5p1D2NuqdR9zTqnkbd06h7GnXPu8/3nPXIOmbsN4NFRx7EaZ/xvCv3EG+67eOc/HnPyZ/3nPx5z8mf95z8ec9J13lOus5z0nWek67znHSd56TrPCdd5znpOs9J13lOus5z0nWe3/mC53e+4PmdL3he+UXPK7/oeeUXPa/4kucVX/K84kueV3zJ84ovecp/5yn/naf8d56X/73n5X/vOfHLnhO/7Dnxy54Tv+z5b1/x/LeveEr/4Cn9g2fhP3oW/qNn4T96FnzVs+CrnhNSzwmp5/h/8hz/T57j/8nzsq95hvdfR+WujzP/6575X/fM/7rnpTd4XnqD5yWjnpeMel682vPi1Z4Xr/Ycu8Zz7BrPvLWeeWs9xRs9xRs9xRs9xRs9xRs9xRs9x9zkOeYmzzE3eY65yXPMTZ7CNzyFb3iOuclzzE2eV234OEtnrOOP9l7HhnvuIfnx9znr0XWc/R7PsmWeZcs89Yan3vDUG556w1NveM4513POuZ6z3+M5+z2es9/jOes8z1nnec46z3PWeZ7an3vefb7n3ed73vVez7ve63nXez1/9heeP/1LzzuXe9653POO93nevsLzP97v+ZMLPO+6/avUfraOt13k+cMPeZZe7FlyqecPPuL5/67wVK/yvNPWccZ3P87p13hOv8bzhk97Xj/ied0qz6nXel77Pz2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrTU2l6Kk1PpempND2VpqfS9FSankrT89r/6Tn1Ws/rVnlO+4znDZ/2nH6N542f8vzRPV/lj7tfxX/U89aVnj/4iGfJpZ6lF3v+8EOet13kOeewh3jn6o/zJxd4/sf7PW9f4XnH+zzvXO5553LPn/6l58/+wvNnf+F513s973qv513v9bz7fE/tzz21P/ecdZ7nrPM8Z53nOes8z1nnec5+j+fs93jOfo/nnHM955zrOedczznneuoNT73hqTc89Yan3vDUG556w1NveOoNT73hWbbMs2yZZ9kyz7JlnmXLPMuWeZYt8yxb5lm2zLNsmWfZMk+j7mnUPY26p1H3NOqeRt3TqHsadU+j7mnUPY26p1H3NOqeRt3TqHsadU+j7mnUPY26p1H3NOqeRt3TqHsadU+j7mnUPY26p1H3NOqek2/5NgcuqvJMZc0m7XabdrtNu92m3W7Tbrdpt9u0223a7Tbtdpt2u0273abdbtNut2m327TbbdrtNu12m3a7TbvdJms2mfLMOH7L7LPPPmzdupUnizEyffp0dmSvw2Zx4jXfJkkzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQjSTOSNCNJM5I0I0kzkjQj+f/bg4MXnf9+j+Ov3pxkstA0jZo6GxQ7RTgzDTYUxeotmdlcKV3lD7AwI7MgJdSQTElNVjZTFhbvFInLTKfp6ypCMRZ4LzSbMVmJrul03fqd3/zcv9vvvu/O4nxcz8cjUh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiPlkfJIeaQ8Uh4pj5RHyiP1Xzf/W//R+5/C/3+mX0xvb69evHih5T59+qRt27YJAAD8Gky/mO3bt6vt0aNHapubm9PMzIz6+/sFAAB+DaZfjJnp0qVLGhkZUa1W09DQkC5cuKCenh4BAIBfg+kXtHPnTk1PT2tiYkKzs7Pav3+/AADAr8P0C+vq6pKZCQAA/FpMAAAAhTEBAAAUxoT/1Wg0hN9lpu7fv6/Xr1/rZxYWFlRVlaqqUlVVqqpKnz9/VqfKTN2/f1+vX78WvstM3b9/X69fv9bPLCwsqKoqVVWlqqpUVZU+f/4sfNdoNIS/12g09DMLCwuqqkpVVamqKlVVpc+fPwtlM+Fvrl+/rpGREeG7u3fv6ujRo7p3755OnDihK1eu6B+5c+eOarWa6vW66vW66vW6nj9/rk509+5dHT16VPfu3dOJEyd05coVdbq7d+/q6NGjunfvnk6cOKErV67oH7lz545qtZrq9brq9brq9bqeP38uSNevX9fIyIjwR9evX9fIyIh+5s6dO6rVaqrX66rX66rX63r+/LlQNlOHW1xc1KlTp3Tz5k3hu1arpbGxMd26dUsXL17U1NSUJicn9e7dO/2Zly9fanR0VM1mU81mU81mU4ODg+o0rVZLY2NjunXrli5evKipqSlNTk7q3bt36lStVktjY2O6deuWLl68qKmpKU1OTurdu3f6My9fvtTo6KiazaaazaaazaYGBwfVyRYXF3Xq1CndvHlT+N3i4qJOnTqlmzdv6q+8fPlSo6OjajabajabajabGhwcFMpm6nDj4+Pq7u7W+fPnhe8eP36stWvXauPGjWrr7u7W7t279eTJE/2ZV69eacOGDVpYWNC3b9/UqR4/fqy1a9dq48aNauvu7tbu3bv15MkTdarHjx9r7dq12rhxo9q6u7u1e/duPXnyRH/m1atX2rBhgxYWFvTt2zdBGh8fV3d3t86fPy/8bnx8XN3d3Tp//rz+yqtXr7RhwwYtLCzo27dvwq/B1OHOnDmjkydPavXq1cJ3i4uL2rx5s5Zbs2aN3rx5ox+1Wi19+PBBZ8+e1cGDB7VlyxadPn1anWhxcVGbN2/WcmvWrNGbN2/UqRYXF7V582Ytt2bNGr1580Y/arVa+vDhg86ePauDBw9qy5YtOn36tDrdmTNndPLkSa1evVr43ZkzZ3Ty5EmtXr1aP9NqtfThwwedPXtWBw8e1JYtW3T69GmhfKYOZ2bCH7VaLZmZljMzLS0t6Ufz8/Pau3evbty4oZmZGT18+FCNRkO3b99Wp2m1WjIzLWdmWlpaUqdqtVoyMy1nZlpaWtKP5ufntXfvXt24cUMzMzN6+PChGo2Gbt++rU5mZsLfMzP9M+bn57V3717duHFDMzMzevjwoRqNhm7fvi2UzdRBzp07p61bt2rr1q3atWuX8N25c+e0detWbd26Vbt27dKqVavUarW03NLSklauXKkf9fX16erVq+rr61PbunXrtG/fPj19+lSdZtWqVWq1WlpuaWlJK1euVKdatWqVWq2WlltaWtLKlSv1o76+Pl29elV9fX1qW7dunfbt26enT58K+Hf19fXp6tWr6uvrU9u6deu0b98+PX36VCibqYMMDw/r2rVrunbtmi5fvix8Nzw8rGvXrunatWu6fPmyent79eLFCy336dMnbdu2TT96//69pqamtNzXr1+1YsUKdZre3l69ePFCy3369Enbtm1Tp+rt7dWLFy+03KdPn7Rt2zb96P3795qamtJyX79+1YoVKwT8u96/f6+pqSkt9/XrV61YsUIom6mDrF+/XgMDAxoYGNCOHTuE79avX6+BgQENDAxox44d2r59u9oePXqktrm5Oc3MzKi/v19tz54908ePH9X25csXjY2N6e3bt2qbn5/XgwcPdOjQIXWa7du3q+3Ro0dqm5ub08zMjPr7+9Wptm/frrZHjx6pbW5uTjMzM+rv71fbs2fP9PHjR7V9+fJFY2Njevv2rdrm5+f14MEDHTp0SMC/4tmzZ/r48aPavnz5orGxMb19+1Zt8/PzevDggQ4dOiSUzQT8wMx06dIljYyMqFaraWhoSBcuXFBPT4/axsfHNT09rbZNmzZpdHRUR44cUa1W04EDB3T8+HENDg6q05iZLl26pJGREdVqNQ0NDenChQvq6elRpzIzXbp0SSMjI6rVahoaGtKFCxfU09OjtvHxcU1PT6tt06ZNGh0d1ZEjR1Sr1XTgwAEdP35cg4ODAv4V4+Pjmp6eVtumTZs0OjqqI0eOqFar6cCBAzp+/LgGBweFspnwN3v27FGj0RC+27lzp6anpzUxMaHZ2Vnt379fv5mcnNThw4f1m+HhYVVVpYmJCVVVpWPHjqlT7dy5U9PT05qYmNDs7Kz279+vTrdz505NT09rYmJCs7Oz2r9/v/4BDwMAAAMASURBVH4zOTmpw4cP6zfDw8OqqkoTExOqqkrHjh0TvtuzZ48ajYbwR3v27FGj0dByk5OTOnz4sH4zPDysqqo0MTGhqqp07NgxoXwm4Ce6urpkZvorZqauri6ZmSB1dXXJzITfdXV1ycz0V8xMXV1dMjMB/1fMTF1dXTIz4ddgAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMCYAAIDCmAAAAApjAgAAKIwJAACgMP8DUHNErx22BkcAAAAASUVORK5CYII=" style="width: 560px;"></div></div></div></div></div><div class = 'S5'><span>The last plot shows the magnitude of the field</span><span style=' font-family: monospace;'> Bn</span><span> along a line, specified by</span><span style=' font-family: monospace;'> x</span><span> and</span><span style=' font-family: monospace;'> y</span><span> in the mid-plane of the magnet gap.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >x=0.05:0.01:1.4; y=zeros(1,length(x));</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >[By,Bx]=evaluateGradient(result,x,y); Bx=-Bx;</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >B=hypot(Bx,By);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; plot(x,B,</span><span style="color: rgb(170, 4, 249);">'k'</span><span >,</span><span style="color: rgb(170, 4, 249);">'LineWidth'</span><span >,2)</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >xlabel(</span><span style="color: rgb(170, 4, 249);">'x [m]'</span><span >); ylabel(</span><span style="color: rgb(170, 4, 249);">'B [T]'</span><span >); ylim([0,1.1]); </span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="7E244E83" data-scroll-top="null" data-scroll-left="null" data-testid="output_5" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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" style="width: 560px;"></div></div></div></div></div><div class = 'S5'><span>That's it for now.</span></div>
<br>
<!--
##### SOURCE BEGIN #####
%%
% Companion software for "Volker Ziemann, _Hands-on Accelerator physics using
% MATLAB, CRCPress, 2019_" (<https://www.crcpress.com/9781138589940 https://www.crcpress.com/9781138589940>)
%% C-magnet, the upper half (Section 4.3.2)
% Volker Ziemann, 211109, CC-BY-SA-4.0
%
% *Important:* this example requires the PDE toolbox!
%
% This example deals with the same magnet as Cmagnet.mlx, but now we exploit
% the fact the the lower half of the magnet is a mirror image of the upper half
% and we therefore only need to define the geometry for the upper half, but have
% to define appropriate boundary conditions in he mid-plane.
%
% Let's define the geomtry first, Now the polygon for the |yoke| has fewer points
% and we only have to describe the two coils |C1| and |C2| in the ipper half and,
% as before, the |World| as enclosing volume.
clear all; close all
Cmag=[2; 8; ... %..Yoke
0;0;0.3;0.3;1;1;-0.6;-0.6; ... % eigth x-ccordinates
0;0.3;0.3;0.05;0.05;0.8;0.8;0]; % eigth y-coordinates
C1=[2;4;0;0;0.3;0.3; 0.1;0.3;0.3;0.1;zeros(8,1)]; % add zeros to make same
C2=[2;4;1;1;1.3;1.3; 0.1;0.3;0.3;0.1;zeros(8,1)]; % length as yoke
World=[2;4; -1;1.6;1.6;-1;0;0;1;1;zeros(8,1)];
gd=[World,Cmag,C1,C2]; % assemble geometry
ns=char('World','Cmag','C1','C2')'; % names of the regions
sf='World+Cmag+C1+C2';
g=decsg(gd,sf,ns);
%%
% In the next step we create the PDE model for one dynamic variable |u =| $A_z$,
% add the geometry |g| to the model, and plot the model with the edges labeled.
% As in the pervious example with the full-scale magnet, we require the potential
% $A_z$ to vanish at the outer boundaries, lebeled |E1, E2,| and |E3|. In the
% second call to applyBoundaryCondition() on |E8, E9,| and |E10,| we specify von-Neumann
% boundary conditions, which ensures that the fields are perpendicular to the
% boundary. This enforces the up-down symmetry of the full magnet.
model=createpde(1);
geometryFromEdges(model,g);
pdegplot(model,'EdgeLabels','on');axis square
applyBoundaryCondition(model,'Edge',[1:3],'u',0); % Dirichlet
applyBoundaryCondition(model,'Edge',[8:10],'q',0,'g',0); % von-Neumann
%%
% Now we plot the geometry with the SubDomainLabels in order to be able to specify
% the material properties in the respective regions, which is essentially unchanged
% from the example with the full-scale magnet.
figure;
pdegplot(model,'SubDomainLabels','on');
axis square
specifyCoefficients(model,'m',0,'d',0,'c',1,'a',0,'f',0,'Face',1);
specifyCoefficients(model,'m',0,'d',0,'c',1,'a',0,'f',-0.8378,'Face',2);
specifyCoefficients(model,'m',0,'d',0,'c',1,'a',0,'f',0.8378,'Face',3);
specifyCoefficients(model,'m',0,'d',0,'c',1/5000,'a',0,'f',0,'Face',4);
%%
% Having specified all boundaries and materials, we can mesh the geometry.
generateMesh(model,'Hmax',0.05);
figure;
pdemesh(model);
%%
% and solve for the potential |u =| $A_z$ with a call to |solvepde()| before
% plotting |u,| which is available as member |NodalSolution| in the structure
% |result|.
result=solvepde(model);
figure; pdeplot(model,'xydata',result.NodalSolution,'contour','on'); %axis equal
hold on; pdegplot(model); axis square
%%
% Now we post-process the result by calculating the gradients and calculating
% the magnitude of the field |Bn|, which we also plot.
Bn=hypot(result.XGradients,result.YGradients);
figure; pdeplot(model,'xydata',Bn,'contour','on');
hold on; pdegplot(model);
%%
% The last plot shows the magnitude of the field |Bn| along a line, specified
% by |x| and |y| in the mid-plane of the magnet gap.
x=0.05:0.01:1.4; y=zeros(1,length(x));
[By,Bx]=evaluateGradient(result,x,y); Bx=-Bx;
B=hypot(Bx,By);
figure; plot(x,B,'k','LineWidth',2)
xlabel('x [m]'); ylabel('B [T]'); ylim([0,1.1]);
%%
% That's it for now.
##### SOURCE END #####
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