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73osVb7v7/fffhYSEBEEkEgkHDhwQBEEQBgwYILi5uQmCIAjdu3eXut+IiAgBgLBixQqp/oq3NG7cuFEQBEG4deuWAEDw9/eXqrdt2zYBgNS2u5K2MISEhMhsxXh/213xfZw4cUKq7ftbRp4/fy4AEAIDA8szPVImTJggqKury2wzKR6jpNeZM2cqPNa7kpOTBQCCjo6OULduXSEsLEw4duyYMH78eAGA8NVXX5XZR/G2u7y8PCEvL0948uSJMHv2bAGAMGDAAEm96OhooV69epLYtbW1hR49eghbtmyRuW/I2XYnCIKwadMmAYBw69atUmOaPn26oK6uLrX9LS4uTgAg/PDDD4IgfNjXSx41NTWZbZMlSUtLE9TV1YVu3bpJlSclJQmqqqrC0KFDKxRjRbbdlffzJQj/20pXHu/WnT9/viAWi4W8vDzhxYsXgqqqqhAaGip369y4ceMELS0t4eHDh1L9rVq1SgAg3Lx5UxCEim27y8/PF3JzcwVbW1upnw/ytnlpaWkJfn5+5brHd7378+1dI0eOFAAIwcHBUuU///yzAEDYsWOHVPny5csFAEJkZKSkDIAgFouFN2/eSMr27NkjABCcnJykPi+BgYECAOH69eulxvv8+XPhk08+kXz+lJWVBVdXV2HZsmXC69evJfWSkpIEJSUlYcqUKVLtX79+LYjFYmHgwIEy9/r+PXXr1k2ws7OTvF+/fr0AQNi7d69UveJtmMVfjwsXLggAhNmzZ5d6L8VK20b5/vdKSdvuBEEQDh48KBgZGUnmxtDQUBgwYICwb98+qXrLli0TFBQUhEuXLkmV79y5UwAgHDp0SGr88vxubtOmjVCnTh3h7du3krKMjAzBwMCA2+6IiOg/j9vuiMqha9euaNu2LWxtbTF8+HDEx8fjyZMn8Pb2llrGr6WlhX79+uHChQvlPtz5fR07doS2trbkvampKUxMTPDw4UMAQGZmJi5fvow+ffpARUVFauyePXuW2X/r1q3x559/Yvbs2Th58iTevn1b4Ritra3h5uaG4OBgvHjxAnv37sXo0aPl1i1eZfH+4ckDBgyApqamZDvViRMnAADDhg2Tqjdw4EC5W0uqm4GBAWxsbLBy5UqsWbMG165dK/eTDZ88eQJjY+MSVy5MmzYNly5dknmV9vSx8iiOLyMjA7///jtGjBiBTp06Yf369ejTpw/WrFkj98ll77t58yaUlZWhrKyMOnXqYPXq1Rg2bBg2bdokqdOqVSvcu3cPERER+Oqrr+Di4oJjx45hxIgR6NWrFwRBKHMcExMTACjzqXGjR4/G27dvER4eLikLCQmBqqqq5OD2D/l6fajz58/j7du3Mt/jFhYW6NSpk+R7vDpiLO/n60OMGjUKT58+xZ9//olt27ZBRUUFAwYMkFv3wIED6NixI+rUqYP8/HzJq2vXrgBQrgPm8/PzERAQAHt7e6ioqEBJSQkqKiq4e/euzDbG97Vu3RqhoaFYsmQJLly4gLy8vIrfsBz9+vWTen/8+HFoamqif//+UuXFX4f3571jx47Q1NSUvG/cuDGAot8t7/6cKC4v/nlfEkNDQ5w5cwaXLl3Ct99+i969e+POnTuYM2cOmjRpgufPnwMADh8+jPz8fIwYMULq66GmpoYOHTrIbD8WiUQyv0eaNm0qFc+JEyegra2NXr16SdWT9xCF2tCtWzckJSVh9+7dmDFjBhwcHLBnzx706tVL6qmbBw4cgKOjI5ycnKTmxtPTU+7W7PL8br506RL69u0rtVJVW1u7XL+biYiI/u2YfCIqJ1VVVUmyp7RzJerUqYPCwkKkpaVVahxDQ0O5YxcnidLS0iAIAkxNTWXqySt73/fff49Zs2Zhz5496NixIwwMDNCnTx/cvXu3QnGOGTMG+/fvx5o1a6Curi7zR1ixFy9eQElJSbKlpphIJIJYLJbMZfH/isViqXpKSkpy56S6FZ8z5OnpiRUrVsDZ2RnGxsaYOnVqmdsA3759K/XHx/vq1q2Lli1byrzKevpYWfT19SESiaCjoyOzXaxr167Izs5GXFxcmf3Y2Njg0qVLuHz5MmJjY/Hq1Sts3bpV5uwjZWVleHp6YunSpTh8+DAePXoENzc3HDhwAH/++WeZ4xTPUVkJUAcHB7Rq1QohISEAgIKCAmzduhW9e/eGgYEBgA/7eslTr149PHjwoFx1y/p5UHy9qmMsHrs8n68PYWlpic6dOyM4OBjBwcEYPHhwiduonj59iv3790uSl8UvBwcHAJAkRUozffp0fPPNN+jTpw/279+Pixcv4tKlS2jWrFmZ3yvh4eEYOXIkNm/eDBcXFxgYGGDEiBFyzyMqLw0NDZmneL548QJisVgmwWxiYgIlJSWZeS/+Pi1W/LukpPLs7OxyxdayZUvMmjULv//+O548eQJ/f38kJiZixYoVACDZ7tWqVSuZr0l4eLjM10NDQ0PmZ5eqqqpUPC9evJD7u+b9n9316tUDgHJ/jqqSuro6+vTpg5UrV+LUqVO4d+8e7O3t8dNPP+HmzZsAiubm+vXrMvOira0NQRBk5qY8v5sLCwtl5gGQnRsiIqL/Ip75RFQJxf8nNDk5WebakydPoKCgAH19fQBFf2C/f1grUL4/wuQpTjDIO0OiPH9gaWpqYuHChVi4cKFkNcPs2bPRs2dP3L59u9xx9O3bF5MmTcK3334LX19fqKury61naGiI/Px8PHv2TOoPZEEQkJKSglatWknqFd+Dubm5pF5+fr7MH3LFfxzl5ORInYdTnjl9t+275LW1tLREUFAQAODOnTvYsWMHFixYgNzc3FIPyjYyMsLVq1fLjKWqqaurw9bWVu73QfFKpPIcBq6mpoaWLVtWeHxDQ0P4+fnh5MmTiI2NRbdu3Uqt//LlSwBF81WWUaNGYeLEibh16xYSEhKQnJwsc+B1Zb9e8nh6euKHH37AhQsXyjz3qayfB+/eX1XGWDx2eT5fH2r06NEYPnw4CgsLsX79+hLrGRkZoWnTpli6dKnc63Xq1ClzrK1bt2LEiBEyB+o/f/4cenp6pbY1MjJCYGAgAgMDkZSUhH379mH27NlITU1FREREmWPLI28Fo6GhIS5evChzXllqairy8/PL9T1d1ZSVlTF//nx89913iI2NBfC/z9bOnTthaWlZJeMYGhrKfRDE+z93zMzM0KRJE0RGRiIrK6vMc59K+tlcFQnUevXq4fPPP4efnx9u3rwJBwcHGBkZQV1dXerhGe+q6New+HezvJ+/H5L8JCIi+rfgyieiSrCzs4O5uTl+/fVXqe1FmZmZ+OOPPyRPwAOKnl6VmpoqlSzKzc3F4cOHKzW2pqYmWrZsiT179iA3N1dS/ubNG7lP3imNqakpfHx8MGTIEMTHx1doq6C6ujrmzZuHnj17YsKECSXWKz4keuvWrVLlf/zxBzIzMyXXi58utW3bNql6O3bskDmcu/gA2eKnnBXbv39/mXGX1Hbfvn2ltmvYsCG+/vprNGnSpMzEUqNGjfDixQukp6eXGU9V69evHzIyMhAVFSVVfujQIWhpaUlWoHyIvLy8Ev8gLN4WVZ4kQ0JCAhQUFEo9QLrYkCFDoKamhtDQUISGhsLc3FzylCx5KvL1ksff3x+ampqYOHGi3K+jIAjYvXs3gKLDn9XV1WW+x//++28cP35c5qD0smJ8dzVFWcr7+fpQn332GT777DOMHj261GRcjx49EBsbCxsbG7mr+4q/L4qTxvLuUyQSyRyyfvDgwTK3Z76vXr16mDx5Mtzd3as8Gdy5c2e8efMGe/bskSrfsmWL5Hp1kpfoBGQ/f56enlBSUsL9+/flfj0qk2Tu2LEjXr9+LfMz89dff5Wp+8033yAtLQ1Tp06VuxX3zZs3iIyMBFD0+0hNTU3mZ/PevXtl2pX0/fP69esStxa/Pzc9evTA/fv3YWhoKHdeynrK5Ps0NTXRunVr7Nq1S2ql2OvXr8v1u4mIiOjfjiufiCpBQUEBK1aswLBhw9CjRw+MGzcOOTk5WLlyJV69eoVvv/1WUnfQoEGYN28eBg8ejC+//BLZ2dn4/vvvUVBQUOnxFy1ahO7du8PT0xPTpk1DQUEBVq5cCS0tLclqkpK0adMGPXr0QNOmTaGvr49bt27hl19+kUqYldf06dMxffr0Uuu4u7vD09MTs2bNQkZGBtq1ayd5Glfz5s3h7e0NoOisk+HDhyMwMBDKysro0qULYmNjsWrVKpktL926dYOBgQHGjBmDRYsWQUlJCaGhoXj06FGZMYvFYnTp0gXLli2Dvr4+LC0tcezYMezatUuq3vXr1zF58mQMGDAAtra2UFFRwfHjx3H9+nXMnj271DHc3NwgCAIuXrwoN0GSlJSECxcuyJQbGxuX6wlkpZkxYwa2bduGAQMGYPHixahbty527tyJffv2YdWqVSWuUKuI9PR0WFlZYcCAAejSpQssLCzw5s0bnDx5EmvXrkXjxo3Rt2/fMvu5cOECnJycJKsES6Onp4fPPvsMoaGhePXqFWbMmCG1iqu8X68xY8YgLCwM9+/fL3UliLW1NbZv345BgwbByckJkydPRvPmzQEAcXFxCA4OhiAI+Oyzz6Cnp4dvvvkGX331FUaMGIEhQ4bgxYsXWLhwIdTU1DB//vwKxdikSRNs374d4eHhqF+/PtTU1NCkSRO5cZb38/Wh1NTUsHPnzjLrLVq0CEeOHIGrqyumTp0KOzs7ZGdnIzExEYcOHcLPP/+MunXrQltbG5aWlti7dy86d+4MAwMDGBkZwcrKCj169EBoaCgaNWqEpk2b4sqVK1i5ciXq1q1b6tjp6eno2LEjhg4dikaNGkFbWxuXLl2SPB20Ko0YMQI//fQTRo4cicTERDRp0gRnz55FQEAAunXrhi5dulTpeO/z9PRE3bp10bNnTzRq1AiFhYWIiYnB6tWroaWlJXnqqJWVFRYtWoS5c+ciISEBXl5e0NfXx9OnTxEdHS1ZCVsRI0aMwHfffYcRI0Zg6dKlsLW1xaFDh+T+B5UBAwbgm2++weLFi3H79m2MGTMGNjY2yMrKwsWLF7FhwwYMGjQIHh4eEIlEGD58OIKDg2FjY4NmzZohOjpablKr+POwdu1ajBw5EsrKyrCzs0N8fDw8PT0xePBgdOjQAWZmZkhLS8PBgwexceNGuLm5wdXVFQDg5+eHP/74A59++in8/f3RtGlTFBYWIikpCZGRkfjiiy/Qpk2bCs3N4sWL4eXlBXd3d3zxxRcoKCjA8uXLoampWebvZiIion+92jnnnOifp/gpYO/as2eP0KZNG0FNTU3Q1NQUOnfuLJw7d06m7aFDhwQnJydBXV1dqF+/vvDjjz+W+LQ7eU8Fs7S0lHramyAIwu7du4UmTZoIKioqQr169YRvv/1WmDp1qqCvr1/qfcyePVto2bKloK+vL6iqqgr169cX/P39hefPn5farqSnQb3v/afdCYIgvH37Vpg1a5ZgaWkpKCsrC2ZmZsKECROEtLQ0qXo5OTnCF198IZiYmEieNnb+/Hm59x8dHS24uroKmpqagrm5uTB//nxh8+bNZT7tThCKngrXv39/wcDAQNDV1RWGDx8uXL58WepJS0+fPhV8fHyERo0aCZqamoKWlpbQtGlT4bvvvhPy8/NLnYOCggLByspKmDhxolR5WU+7GzZsWKn9lldSUpIwePBgQV9fX1BRURGaNm0q87Suksj7Pn9fTk6OsGrVKqFr165CvXr1BFVVVUFNTU1o3LixMHPmTOHFixdS9eV9X79+/VrQ0NAQVq9eXe77ioyMlMzVnTt3pK6V9+tV/EQveU/Jkuf+/fvCxIkThQYNGgiqqqqCurq6YG9vL0yfPl2mj82bNwtNmzYVVFRUBF1dXaF3796Sp7tVJMbExETBw8ND0NbWFgDIfVrmu8r7+ars0+5KUtIT6549eyZMnTpVsLa2FpSVlQUDAwOhRYsWwty5c6We+Hb06FGhefPmgqqqqtQTLdPS0oQxY8YIJiYmgoaGhvDJJ58IZ86ckfksv/90tOzsbGH8+PFC06ZNBR0dHUFdXV2ws7MT5s+fL2RmZpZ6L6U97a6keXjx4oUwfvx4wczMTFBSUhIsLS2FOXPmCNnZ2VL15H3/F8e+cuXKcsXxvvDwcGHo0KGCra2toKWlJSgrKwv16tUTvL29hbi4OJn6e/bsETp27Cjo6OgIqqqqgqWlpdC/f3/h6NGjZd6rvN9Vf//9t9CvXz9BS0tL0NbWFvr16ydERUWV+LS6U6dOCf379xfMzMwEZWVlQUdHR3BxcRFWrlwp9QS59PR0YezYsYKpqamgqakp9OzZU0hMTJT7fTZnzhyhTp06goKCguQJpmlpacKSJUuETp06Cebm5oKKioqgqakpODk5CUuWLBGysrKk+njz5o3w9ddfC3Z2dpLPbZMmTQR/f38hJSVFUq8iv5v37dsn+TlQ/Lu5pCe0EhER/ZeIBKEcjyQioo9eXl4enJycYG5uLtnGQLVn9erVWLp0KR4/flwlq43+bYKCgjBt2jQ8evSoXCufiIiIiIjon4tnPhH9Q40ZMwbbt2/HqVOnEB4eDg8PD9y6dQszZ86s7dAIwKRJk6Crq4uffvqptkP56OTn52P58uWYM2cOE09ERERERP8BPPOJ6B/q9evXmDFjBp49ewZlZWU4Ozvj0KFD1X7WCJWPmpoafvnlF1y7dq22Q/noPHr0CMOHD8cXX3xR26EQEREREVEN4LY7IiIiIiIiIiKqNtx2R0RERERERERE1YbJJyIiIiIiIiIiqjZMPhERERERERERUbXhgeNyFBYW4smTJ9DW1oZIJKrtcIiIiIiI6B9KEAS8fv0aderUgYIC/9s/Ef03Mfkkx5MnT2BhYVHbYRARERER0b/Eo0ePULdu3doOg4ioVjD5JIe2tjaAol8QOjo65W6Xl5eHyMhIeHh4QFlZubrCo3dwzmsW57vmcc5rHue8ZnG+ax7nvOZxzmvWxzbfGRkZsLCwkPyNQUT0X8TkkxzFW+10dHQqnHzS0NCAjo7OR/GL7r+Ac16zON81j3Ne8zjnNYvzXfM45zWPc16zPtb55nEeRPRfxk3HRERERERERERUbZh8IiIiIiIiIiKiasPkExERERERERERVRue+URERERERESlKigoQF5eXm2HQUQfCWVlZSgqKpa7PpNPREREREREJJcgCEhJScGrV69qOxQi+sjo6elBLBaX64EKTD4RERERERGRXMWJJxMTE2hoaPCpfUQEQRCQlZWF1NRUAICZmVmZbZh8IiIiIiIiIhkFBQWSxJOhoWFth0NEHxF1dXUAQGpqKkxMTMrcgscDx4mIiIiIiEhG8RlPGhoatRwJEX2Min82lOc8OCafiIiIiIiIqETcakdE8lTkZwOTT0REREREREREVG2YfCIiIiIiIiIiiZMnT0IkEvEph1RlmHwiIiIiIiKif52oqCgoKirCy8tL5lpiYiJEIpHkpauri7Zt22L//v1S9YqTMO+/bt++LVXvjz/+gL29PVRVVWFvb4/du3fLjLlu3TpYW1tDTU0NLVq0wJkzZ0qNv6CgAMuWLUOjRo2grq4OAwMDtG3bFiEhIZI6bm5u8PPzq8CsENUOJp+IiIiIiIio2hQUCjh//wX2xjzG+fsvUFAo1Mi4wcHBmDJlCs6ePYukpCS5dY4ePYrk5GRcvHgRrVu3Rr9+/RAbGytTLz4+HsnJyZKXra2t5Nr58+cxaNAgeHt746+//oK3tzcGDhyIixcvSuqEh4fDz88Pc+fOxbVr19C+fXt07dq1xLgAYMGCBQgMDMTixYsRFxeHEydOwNfXF2lpaR8wK0S1g8knIiIiIiIiqhYRscn4ZPlxDNl0AdO2x2DIpgv4ZPlxRMQmV+u4mZmZ2LFjByZMmIAePXogNDRUbj1DQ0OIxWI0atQIS5cuRV5eHk6cOCFTz8TEBGKxWPJ697HygYGBcHd3x5w5c9CoUSPMmTMHnTt3RmBgoKTOmjVrMGbMGIwdOxaNGzdGYGAgLCwssH79+hLvYf/+/Zg4cSIGDBgAa2trNGvWDGPGjMH06dMBAD4+Pjh16hTWrl0rWZGVmJgIAIiLi0O3bt2gpaUFU1NTeHt74/nz55K+BUHAihUrUL9+fairq6NZs2bYuXNnBWaYqGKYfCIiIiIiIqIqFxGbjAlbryI5PVuqPCU9GxO2Xq3WBFR4eDjs7OxgZ2eH4cOHIyQkBIJQ8oqrvLw8bNq0CQCgrKwsc7158+YwMzND586dZZJT58+fh4eHh1SZp6cnoqKiAAC5ubm4cuWKTB0PDw9JHXnEYjGOHz+OZ8+eyb2+du1auLi4wNfXV7Iiy8LCAsnJyejQoQOcnJxw+fJlRERE4OnTpxg4cKCk7ddff42QkBCsX78eN2/ehL+/P4YPH45Tp06VGA/Rh1Cq7QCIiIiIiIjo36WgUMDC/XGQl+4RAIgALNwfB3d7MRQVyv+49vIKCgrC8OHDAQBeXl548+YNjh07hi5dukjVc3V1hYKCAt6+fYvCwkJYWVlJJWnMzMywceNGtGjRAjk5Ofjll1/QuXNnnDx5Ep9++ikAICUlBaamplL9mpqaIiUlBQDw/PlzFBQUlFpHnjVr1qB///4Qi8VwcHCAq6srevfuja5duwIAdHV1oaKiAg0NDYjFYkm79evXw9nZGQEBAZKy4OBgWFhY4M6dOzA3N8eaNWtw/PhxuLi4AADq16+Ps2fPYsOGDejQoUP5JpmoAph8IiIiIiIioioV/eClzIqndwkAktOzEf3gJVxsDKt07Pj4eERHR2PXrl0AACUlJQwaNAjBwcEyyafw8HA0atQId+7cgZ+fH37++WcYGBhIrhevnirm4uKCR48eYdWqVZLkEwCIRNIJNEEQZMrKU+dd9vb2iI2NxZUrV3D27FmcPn0aPXv2hI+PDzZv3lxiuytXruDEiRPQ0tKSuXb//n2kp6cjOzsb7u7uUtdyc3PRvHnzEvsl+hBMPhEREREREVGVSn1dcuKpMvUqIigoCPn5+TA3N5eUCYIAZWVlpKWlQV9fX1JuYWEBW1tb2NraQktLC/369UNcXBxMTExK7L9t27bYunWr5L1YLJZZwZSamipZ6WRkZARFRcVS65REQUEBrVq1QqtWreDv74+tW7fC29sbc+fOhbW1tdw2hYWF6NmzJ5YvXy5zzczMTHKg+sGDB6XmCABUVVVLjYeosnjmExEREREREVUpE221Kq1XXvn5+diyZQtWr16NmJgYyeuvv/6CpaUltm3bVmLbDh06wNHREUuXLi11jGvXrsHMzEzy3sXFBUeOHJGqExkZCVdXVwCAiooKWrRoIVPnyJEjkjrlZW9vD6DoQPXivgsKCqTqODs74+bNm7CyskKDBg2kXpqamrC3t4eqqiqSkpJkrltYWFQoHqLy4sonIiIiIiIiqlKtrQ1gpquGlPRsuec+iQCIddXQ2tpAztXKO3DgANLS0jBmzBjo6upKXevfvz+CgoIwefLkEtt/8cUXGDBgAGbOnAlzc3MEBgbCysoKDg4OyM3NxdatW/HHH3/gjz/+kLSZNm0aPv30Uyxfvhy9e/fG3r17cfToUZw9e1ZSZ/r06fD29kbLli3h4uKCjRs3IikpCePHjy8xlv79+6Ndu3ZwdXWFWCzGgwcPMGfOHDRs2BCNGjUCAFhZWeHixYtITEyElpYWDAwMMGnSJGzatAlDhgzBl19+CSMjI9y7dw/bt2/Hpk2boK2tjRkzZsDf3x+FhYX45JNPkJGRgaioKGhpaWHkyJGVnX6iEnHlExEREREREVUpRQUR5vcsWqXz/qlGxe/n97Sv8sPGg4KC0KVLF5nEEwD069cPMTExuHr1aonte/ToASsrK8nqp9zcXMyYMQNNmzZF+/btcfbsWRw8eBB9+/aVtHF1dcX27dsREhKCpk2bIjQ0FOHh4WjTpo2kzqBBgxAYGIhFixbByckJp0+fxqFDh2BpaVliLJ6enti/fz969uyJhg0bYuTIkWjUqBEiIyOhpFS0jmTGjBlQVFSEvb09jI2NkZSUhDp16uDcuXMoKCiAp6cnHB0dMW3aNOjq6kJBoSgFsHjxYsybNw/Lli1D48aNJWOVtJWP6ENx5RMRERERERFVOS9HM6wf7oyF++OkDh8X66phfk97eDmaldK6cvbv31/iNWdnZwjC/9ZhvfvvYiKRCLdv35a8nzlzJmbOnFnmuP3790f//v1LrTNx4kRMnDixzL6K+fr6wtfXt9Q6DRs2xPnz52XKbW1tJQeuyyMSiTB16lRMnTpV7nU3Nze580NUWUw+ERERERERUbXwcjSDu70Y0Q9eIvV1Nky0i7baVfWKJyL6uDH5RERERERERNVGUUEEFxvD2g6DiGoRz3wionIpyM/HgxMXAQAPTlxEQX5+LUdERERERERE/wRc+UREZYr9PQJn9obhrZANm4E+OBC2Gupb1NC+90g4DvCq7fCIiIiIiIjoI8bkExGVKvb3CBze+SMAQKSkLCnPynstKWcCioiIiIiIiErCbXdEVKKC/Hyc2RtWap0ze7dwCx4RERERERGViMknIipR4oloZOW9LrVOVl4GEk9E11BERERERERE9E/D5BMRlehN6vMqrUdERERERET/PUw+EVGJtEyMqrQeERERERER/fcw+UREJbLq2Boaytql1tFQ1oFVx9Y1FBEREREREVW3kydPQiQS4dWrV7UdCv1LMPlERCVSVFJC+94jS63TvvcIKCrxwZlERERE9HGJioqCoqIivLxkn8ycmJgIkUgkeenq6qJt27bYv39/if2dO3cOSkpKcHJykrn2xx9/wN7eHqqqqrC3t8fu3btl6qxbtw7W1tZQU1NDixYtcObMmVLjLygowLJly9CoUSOoq6vDwMAAbdu2RUhIiKSOm5sb/Pz8Su2H6GPA5BMRlcpxgBc8+0+WWQGloawDz/6T4ThA9pc5EREREZFEYQHw4AxwY2fR/xYW1MiwwcHBmDJlCs6ePYukpCS5dY4ePYrk5GRcvHgRrVu3Rr9+/RAbGytTLz09HSNGjEDnzp1lrp0/fx6DBg2Ct7c3/vrrL3h7e2PgwIG4ePGipE54eDj8/Pwwd+5cXLt2De3bt0fXrl1LjAsAFixYgMDAQCxevBhxcXE4ceIEfH19kZaWVonZIKpdTD4RUZkcB3jh89Bf0GPkFwCAHiO/wOehW5h4IiIiIqLSxe0DAh2BsB7AH2OK/jfQsai8GmVmZmLHjh2YMGECevTogdDQULn1DA0NIRaL0ahRIyxduhR5eXk4ceKETL1x48Zh6NChcHFxkbkWGBgId3d3zJkzB40aNcKcOXPQuXNnBAYGSuqsWbMGY8aMwdixY9G4cWMEBgbCwsIC69evL/Ee9u/fj4kTJ2LAgAGwtrZGs2bNMGbMGEyfPh0A4OPjg1OnTmHt2rWSFVyJiYkAgLi4OHTr1g1aWlowNTWFt7c3nj//30OCBEHAihUrUL9+fairq6NZs2bYuXNnOWaWqHKYfCKiclFUUoJ1xzYAAOuObbjVjoiIiIhKF7cP2DECyHgiXZ6RXFRejQmo8PBw2NnZwc7ODsOHD0dISAgEQSixfl5eHjZt2gQAUFZWlroWEhKC+/fvY/78+XLbnj9/Hh4eHlJlnp6eiIqKAgDk5ubiypUrMnU8PDwkdeQRi8U4fvw4nj17Jvf62rVr4eLiAl9fXyQnJyM5ORkWFhZITk5Ghw4d4OTkhMuXLyMiIgJPnz7FwIEDJW2//vprhISEYP369bh58yb8/f0xfPhwnDp1qsR4iD4E/3okIiIiIiKiqlVYAETMAiAv4SMAEAERs4FG3QEFxSofPigoCMOHDwcAeHl54c2bNzh27Bi6dOkiVc/V1RUKCgp4+/YtCgsLYWVlJZWkuXv3LmbPno0zZ85AqYT/+JqSkgJTU1OpMlNTU6SkpAAAnj9/joKCglLryLNmzRr0798fYrEYDg4OcHV1Re/evdG1a1cAgK6uLlRUVKChoQGxWCxpt379ejg7OyMgIEBSFhwcDAsLC9y5cwfm5uZYs2YNjh8/LlnJVb9+fZw9exYbNmxAhw4dSoyJqLK48omIiIiIiIiq1sMo2RVPUgQg43FRvSoWHx+P6OhoDB48GACgpKSEQYMGITg4WKZueHg4rl27hn379qFBgwbYvHkzDAwMABQd+D106FAsXLgQDRs2LHVMkUgk9V4QBJmy8tR5l729PWJjY3HhwgWMGjUKT58+Rc+ePTF27NhSY7ly5QpOnDgBLS0tyatRo0YAgPv37yMuLg7Z2dlwd3eXqrNlyxbcv3+/1L6JKosrn4iIiIiIiKhqvXlatfUqICgoCPn5+TA3N5eUCYIAZWVlpKWlQV9fX1JuYWEBW1tb2NraQktLC/369UNcXBxMTEzw+vVrXL58GdeuXcPkyZMBAIWFhRAEAUpKSoiMjESnTp0gFotlVjClpqZKVjoZGRlBUVGx1DolUVBQQKtWrdCqVSv4+/tj69at8Pb2xty5c2FtbS23TWFhIXr27Inly5fLXDMzM5McqH7w4EGpOQIAVVXVUuMhqqxaXfm0fv16NG3aFDo6OtDR0YGLiwv+/PNPyXVBELBgwQLUqVMH6urqcHNzw82bN8vstzyPuSQiIiIiIqJqolV6UqXC9copPz8fW7ZswerVqxETEyN5/fXXX7C0tMS2bdtKbNuhQwc4Ojpi6dKlAAAdHR3cuHFDqp/x48fDzs4OMTExaNOm6DxUFxcXHDlyRKqvyMhIuLq6AgBUVFTQokULmTpHjhyR1Ckve3t7AEUHqhf3XVAg/fRAZ2dn3Lx5E1ZWVmjQoIHUS1NTU/K3clJSksx1CwuLCsVDVF61mnyqW7cuvv32W1y+fBmXL19Gp06d0Lt3b0mCacWKFVizZg1+/PFHXLp0CWKxGO7u7nj9+nWJfZbnMZdERERERERUjSxdAZ06AEraViYCdMyL6lWhAwcOIC0tDWPGjIGjo6PUq3///ggKCiq1/RdffIENGzbg8ePHUFBQkOnDxMQEampqcHR0hKamJgBg2rRpiIyMxPLly3H79m0sX74cR48ehZ+fn6Tf6dOnY/PmzQgODsatW7fg7++PpKQkjB8/vsRY+vfvj++++w4XL17Ew4cPcfLkSUyaNAkNGzaUbKOzsrLCxYsXkZiYiOfPn6OwsBCTJk3Cy5cvMWTIEERHRyMhIQGRkZEYPXo0CgoKoK2tjRkzZsDf3x9hYWG4f/8+rl27hp9++glhYWEf/kUgkqNWk089e/ZEt27d0LBhQzRs2BBLly6FlpYWLly4AEEQEBgYiLlz56Jv375wdHREWFgYsrKy8Ouvv5bYZ3kec0lERERERETVSEER8Cre9vV+Aur/33t9W+WHjQcFBaFLly7Q1dWVudavXz/ExMTg6tWrJbbv0aMHrKysJKufysPV1RXbt29HSEgImjZtitDQUISHh0tWRgHAoEGDEBgYiEWLFsHJyQmnT5/GoUOHYGlpWWK/np6e2L9/P3r27ImGDRti5MiRaNSoESIjIyWHn8+YMQOKioqwt7eHsbExkpKSUKdOHZw7dw4FBQXw9PSEo6Mjpk2bBl1dXSgoFKUAFi9ejHnz5mHZsmVo3LixZKyStvIRfaiP5syngoIC/P7778jMzISLiwsePHiAlJQUqcdRqqqqokOHDoiKisK4cePk9nP+/Hn4+/tLlXl6ejL5REREREREVJPsewEDtxQ99e7dw8d16hQlnux7VfmQ+/fvL/Gas7MzBOF/T99799/FRCIRbt++XWIfCxYswIIFC2TK+/fvj/79+5ca28SJEzFx4sRS67zL19cXvr6+pdZp2LAhzp8/L1Nua2uLXbt2ldhOJBJh6tSpmDp1qtzrbm5ucueHqLJqPfl048YNuLi4IDs7G1paWti9ezfs7e0RFVX01AN5j6N8+PBhif2V9ZhLeXJycpCTkyN5n5GRAQDIy8tDXl5eue+luG5F2tCH4ZzXLM53zeOc1zzOec3ifNc8znnN45zXrI9tvj+WOGqNfS+gUfeip9q9eVp0xpOla5WveCKij1utJ5+KD2t79eoV/vjjD4wcORKnTp2SXK/o4ygr02bZsmVYuHChTHlkZCQ0NDTKcxtS3j9Ijqof57xmcb5rHue85nHOaxbnu+Zxzmse57xmfSzznZWVVdsh1D4FRcC6fW1HQUS1qNaTTyoqKmjQoAEAoGXLlrh06RLWrl2LWbNmAShayWRmZiapX9bjKMt6zKU8c+bMwfTp0yXvMzIyYGFhAQ8PD+jo6JT7XvLy8nDkyBG4u7tDWVm53O2o8jjnNYvzXfM45zWPc16zON81j3Ne8zjnNetjm+/iXRVERP9ltZ58ep8gCMjJyYG1tTXEYjGOHDmC5s2bAwByc3Nx6tQpLF++vMT2xY+5fPfcp3cfcymPqqoqVFVVZcqVlZUr9Qursu2o8jjnNYvzXfM45zWPc16zON81j3Ne8zjnNetjme+PIQYiotpWq8mnr776Cl27doWFhQVev36N7du34+TJk4iIiIBIJIKfnx8CAgJga2sLW1tbBAQEQENDA0OHDpX0MWLECJibm2PZsmUAih5z+emnn2L58uXo3bs39u7di6NHj+Ls2bO1dZtERERERERERP9ZtZp8evr0Kby9vZGcnAxdXV00bdoUERERcHd3BwDMnDkTb9++xcSJE5GWloY2bdogMjIS2trakj6SkpIkj4sE/veYy6+//hrffPMNbGxsZB5zSURERERERERENaNWk09BQUGlXheJRCU+yrLYyZMnZcrK85hLIiIiIiIiIiKqfgplVyEiIiIiIiIiIqocJp+IiIiIiIiIiKjaMPlERERERERE9C938uRJiEQivHr1qlrHSUxMhEgkQkxMTLWOQ/8sTD4RERERERHRv4aVlRVEIpHMa9KkSZI6giBgwYIFqFOnDtTV1eHm5oabN29KrhcnUOS9fv/991LHmj17doXiKn65ublJ6p4/fx6dOnWCpqYm9PT04Obmhrdv35Z571FRUVBUVISXl1clZq5qWFhYIDk5GY6OjrUWA318avXAcSIiIiIiIvp3KygswNXUq3iW9QzGGsZwNnGGooJitY136dIlFBQUSN7HxsbC3d0dAwYMkJStWLECa9asQWhoKBo2bIglS5bA3d0d8fHx0NbWliRQ3rVx40asWLECXbt2lSpftGgRfH19Je+1tLTKjCsqKgr9+vVDfHw8dHR0AAAqKioAihJPXl5emDNnDn744QeoqKjgr7/+knrKe0mCg4MxZcoUbN68GUlJSahXr16ZbaqaoqIixGJxjY9LHzeufCIiIiIiIqJqcfThUXj+4YnRh0dj1plZGH14NDz/8MTRh0erbUxjY2OIxWLJ68CBA7CxsUGHDh0AFK16CgwMxNy5c9G3b184OjoiLCwMWVlZ+PXXXwH8L4Hy7mv37t0YNGiQTHJJW1tbql5Jyad34zIwMAAAmJiYyJT5+/tj6tSpmD17NhwcHGBra4v+/ftDVVW11PvOzMzEjh07MGHCBPTo0QOhoaGl1l+wYAGcnJykygIDA2FlZSV57+Pjgz59+iAgIACmpqbQ09PDwoULkZ+fjy+//BIGBgaoW7cugoODJW3e33ZXvN3v2LFjaNmyJTQ0NODq6or4+HiZcd7l5+cntRrMzc0NU6ZMgZ+fH/T19WFqaoqNGzciMzMTo0aNgra2NmxsbPDnn3+Wet9UO5h8IiIiIiIioip39OFRTD85HU+znkqVp2alYvrJ6dWagCqWm5uLrVu3YvTo0RCJRACABw8eICUlBR4eHpJ6qqqq6NChA6KiouT2c+XKFcTExGDMmDEy15YvXw5DQ0M4OTlh6dKlyM3NrXS8qampuHjxIkxMTODq6gpTU1N06NABZ8+eLbNteHg47OzsYGdnh+HDhyMkJASCIFQ6lmLHjx/HkydPcPr0aaxZswYLFixAjx49oK+vj4sXL2L8+PEYP348Hj16VGo/c+fOxerVq3H58mUoKSlh9OjRFY4lLCwMRkZGiI6OxpQpUzBhwgQMGDAArq6uuHr1Kjw9PeHt7Y2srKzK3i5VEyafiIiIiIiIqEoVFBbg2+hvIUA2+VFctjx6OQoKC2SuV6U9e/bg1atX8PHxkZSlpKQAAExNTaXqmpqaSq69LygoCI0bN4arq6tU+bRp07B9+3acOHECkydPRmBgICZOnFjpeBMSEgAUrUry9fVFREQEnJ2d0blzZ9y9e7fUtkFBQRg+fDgAwMvLC2/evMGxY8cqHUsxAwMDfP/997Czs8Po0aNhZ2eHrKwsfPXVV7C1tcWcOXOgoqKCc+fOldrP0qVL0aFDB9jb22P27NmIiopCdnZ2hWJp1qwZvv76a8m46urqMDIygq+vL2xtbTFv3jy8ePEC169f/5BbpmrA5BMRERERERFVqaupV2VWPL1LgICUrBRcTb1arXEEBQWha9euqFOnjsy14pVQkpgEQaYMAN6+fYtff/1V7qonf39/dOjQAU2bNsXYsWPx888/IygoCC9evAAAODg4QEtLC1paWjJnRclTWFgIABg3bhxGjRqF5s2b47vvvoOdnZ3U1rb3xcfHIzo6GoMHDwYAKCkpYdCgQaW2KS8HBwep86ZMTU3RpEkTyXtFRUUYGhoiNTW11H6aNm0q+beZmRkAlNmmtD6Kx303luKEYkX7perHA8eJiIiIiIioSj3Lelal9Srj4cOHOHr0KHbt2iVVXnwYdkpKiiQJAhQlLN5fDQUAO3fuRFZWFkaMGFHmmG3btgUA3Lt3D4aGhjh06BDy8vIAAOrq6mW2L47H3t5eqrxx48ZISkoqsV1QUBDy8/Nhbm4uKRMEAcrKykhLS4O+vr5MGwUFBZltecWxvktZWVnqvUgkkltWnDgrybttipN8xW2qKpb3+6WPB1c+ERERERERUZUy1jCu0nqVERISAhMTE3Tv3l2q3NraGmKxGEeOHJGU5ebm4tSpUzLb6oCixE6vXr1gbFx2rNeuXQPwvySSpaUlGjRogAYNGkglhkpiZWWFOnXqSB3GDQB37tyBpaWl3Db5+fnYsmULVq9ejZiYGMnrr7/+gqWlJbZt2ya3nbGxMVJSUqSSPsWHhNc0Y2NjmacL1lYsVD248omIiIiIiIiqlLOJM0w1TJGalSr33CcRRDDVMIWziXO1jF9YWIiQkBCMHDkSSkrSf/aKRCL4+fkhICAAtra2sLW1RUBAADQ0NDB06FCpuvfu3cPp06dx6NAhmTHOnz+PCxcuoGPHjtDV1cWlS5fg7++PXr16oV69epWKWyQS4csvv8T8+fPRrFkzODk5ISwsDLdv38bOnTvltjlw4ADS0tIwZswY6OrqSl3r378/goKCMHnyZJl2bm5uePbsGVasWIH+/fsjIiICf/75J3R0dCoV+4fo1KkTVq5ciS1btsDFxQVbt25FbGwsmjdvXuOxUPXgyiciIiIiIiKqUooKipjdejaAokTTu4rfz2o9C4oKitUy/tGjR5GUlFTiE9VmzpwJPz8/TJw4ES1btsTjx48RGRkJbW1tqXrBwcEwNzeXejJeMVVVVYSHh8PNzQ329vaYN28efH198dtvv31Q7H5+fpgzZw78/f3RrFkzHDt2DEeOHIGNjY3c+kFBQejSpYtM4gkA+vXrh5iYGFy9Knu2VuPGjbFu3Tr89NNPaNasGaKjozFjxowPir2yPD098c0332DmzJlo1aoVXr9+Xa5tjvTPIRKq4tmL/zIZGRnQ1dVFenp6hbK+eXl5OHToELp16yazF5WqB+e8ZnG+ax7nvOZxzmsW57vmcc5rHue8Zn1s813Zvy0+BtnZ2Xjw4AGsra2hpqZWqT6OPjyKb6O/lTp8XKwhxqzWs9DFsktVhUpEtaAiPyO47Y6IiIiIiIiqRRfLLuho0RFXU6/iWdYzGGsYw9nEudpWPBHRx4nJJyIiIiIiIqo2igqKaCVuVdthEFEt4plPRERERERERERUbZh8IiIiIiIiIiKiasPkExERERERERERVRsmn4iIiIiIiIiIqNrwwPGPnCAU4NWrS8jJSYWqqgn09FpBJCrfkyEKCwvx8OFDvHnzBlpaWrC0tISCwv/nGwsLgIdRwJungJYpYOkKlPLEiYJCAdEPXiL1dTZMtNXQ2toAigqiqrhFIiIiIiIiIvoXY/LpI5aaehh37i5CTk6KpExVVYyGtvNgYuJZatu4uDhEREQgIyNDUqajowMvLy/Y4x4QMQvIePK/Bjp1AK/lgH0vmb4iYpOxcH8cktOzJWVmumqY39MeXo5mH3CHRERERERERPRvx213H6nU1MO4ETtJKvEEADk5T3EjdhJSUw+X2DYuLg47duyQSjwBQEZGBnbs2IG4HQulE08AkJEM7BgBxO2TKo6ITcaErVelEk8AkJKejQlbryIiNrkSd0dERERERERE/xVMPn2EBKEAd+4uAiDIuwoAuHN3MQShQOZqYWEhIiIiSusdEeiAQry/Ze7/x4qYXbQlD0Vb7RbujyslCmDh/jgUFMqrQURERERERB+LkydPQiQS4dWrV9U6TmJiIkQiEWJiYqp1HPpnYfLpI1R0xlNKKTUE5OQk49WrSzJXHj58KLPiSZoIGdDBQ5jL7RcZj4vOggIQ/eClzIqn92ojOT0b0Q9eljIeERERERFRzVm2bBlatWoFbW1tmJiYoE+fPoiPj5eqIwgCFixYgDp16kBdXR1ubm64efOm5PrLly8xZcoU2NnZQUNDA/Xq1cPUqVORnp4ud8ycnBw4OTmVmnSxsrKCSCQq8eXm5gYAGDduHGxsbKCurg5jY2P07t0bt2/fLte9R0VFQVFREV5eXuWqXx0sLCyQnJwMR0fHWouBPj5MPn2EcnJSK13vzZs35Wr7BpqlXHwKAEh9XXLi6V3lrUdERERERP89QkEBMi9GI/3AQWRejIZQILuDoyqdOnUKkyZNwoULF3DkyBHk5+fDw8MDmZmZkjorVqzAmjVr8OOPP+LSpUsQi8Vwd3fH69evAQBPnjzBkydPsGrVKty4cQOhoaGIiIjAmDFj5I45c+ZM1KlTp9S4Ll26hOTkZCQnJ+OPP/4AAMTHx0vKdu3aBQBo0aIFQkJCcOvWLRw+fBiCIMDDwwMF5Zi34OBgTJkyBWfPnkVSUlK55quqKSoqQiwWQ0mJR0zT/zD59BFSVTWpdD0tLa1ytdVCZikXTQEAJtpq5eqrvPWIiIiIiOi/JSMyEvc6d0HSyJF4MmMGkkaOxL3OXZARGVltY0ZERMDHxwcODg5o1qwZQkJCkJSUhCtXrgAoWvUUGBiIuXPnom/fvnB0dERYWBiysrLw66+/AgAcHR3xxx9/oGfPnrCxsUGnTp2wdOlS7N+/H/n5+VLj/fnnn4iMjMSqVatKjcvY2BhisRhisRgGBgYAABMTE5myzz//HJ9++imsrKzg7OyMJUuW4NGjR0hMTCy1/8zMTOzYsQMTJkxAjx49EBoaWmr9BQsWwMnJSaosMDAQVlZWkvc+Pj7o06cPAgICYGpqCj09PSxcuBD5+fn48ssvYWBggLp16yI4OFjS5v1td8Xb/Y4dO4aWLVtCQ0MDrq6uUqvRisd5l5+fn2Q1GAC4ublhypQp8PPzg76+PkxNTbFx40ZkZmZi1KhR0NbWho2NDf78889S75tqB5NPHyE9vVZQVRUDMucyFRNBVdUMenqtZK5YWlpCR0enlN4F6OA1LPFYbr/QMQcsXQEAra0NYKarVkoURU+9a21tUMp4RERERET0X5QRGYnH0/yQnyJ9pEj+06d4PM2vWhNQ7yreKlec3Hnw4AFSUlLg4eEhqaOqqooOHTogKiqq1H50dHSkVvQ8ffoUvr6++OWXX6ChoVHlsWdmZiIkJATW1tawsLAotW54eDjs7OxgZ2eH4cOHIyQkBILw4efzHj9+HE+ePMHp06exZs0aLFiwAD169IC+vj4uXryI8ePHY/z48Xj06FGp/cydOxerV6/G5cuXoaSkhNGjR1c4lrCwMBgZGSE6OhpTpkzBhAkTMGDAALi6uuLq1avw9PSEt7c3srKyKnu7VE2YfPoIiUSKaGg7r/jd+1cBAA1tv4FIpCjTVkFBoYz9vSJ44aScL/z/j+P1LaBQ1K+iggjze9qXEgUwv6c9FBVKSk8REREREdF/kVBQgKcBywB5yY//L3sasKzat+AJgoDp06fjk08+kZxBlPL/yTBTU1OpuqamppJr73vx4gUWL16McePGSfXt4+OD8ePHo2XLllUa97p166ClpQUtLS1ERETgyJEjUFFRKbVNUFAQhg8fDgDw8vLCmzdvcOzYsQ+OxcDAAN9//z3s7OwwevRo2NnZISsrC1999RVsbW0xZ84cqKio4Ny5c6X2s3TpUnTo0AH29vaYPXs2oqKikJ1dsSNcmjVrhq+//loyrrq6OoyMjODr6wtbW1vMmzcPL168wPXr1z/klqkaMPn0kTIx8UQTx5+gqir9A1FVVYwmjj/BxMSzxLb29vYYOHCgzAooHR0dDBw4EPYD5wM6ZtKNdOoAA7cA9r2kir0czbB+uDPEutJb68S6alg/3Bleju/1Q0RERERE/3lZl6/IrHiSIgjIT0lB1uUr1RrH5MmTcf36dfz2228y10Qi6f+ILgiCTBkAZGRkoHv37rC3t8f8+fMl5T/88AMyMjIwZ86cEsd3cHCQJJG6du1a7riHDRuGa9eu4dSpU7C1tcXAgQNLTdTEx8cjOjoagwcPBgAoKSlh0KBBUtvhKsvBwQEKCv9LHZiamqJJkyaS94qKijA0NERqaulnFzdt2lTybzOzor8jy2pTWh/F474bS3FCsaL9UvXjCWAfMRMTTxgbd/n/p9+lQlXVBHp6reSueHqfvb09GjVqhIcPH+LNmzfQ0tKCpaXl///QsAcadS96qt2bp0VnPFm6SlY8vc/L0Qzu9mJEP3iJ1NfZMNEu2mrHFU9ERERERCRP/rNnVVqvMqZMmYJ9+/bh9OnTqFu3rqRcLBYDKFoBVZwEAYoSFu+vhnr9+jW8vLygpaWF3bt3Q1lZWXLt+PHjuHDhAlRVVaXatGzZEsOGDUNYWBgOHTqEvLw8AIC6unq5Y9fV1YWuri5sbW3Rtm1b6OvrY/fu3RgyZIjc+kFBQcjPz4e5+f+eai4IApSVlZGWlgZ9fX2ZNgoKCjLb8opjfde79wwUJe3klRUWFpZ6T++2KU7yFbepqlje75c+Hkw+feREIkXo67etVFsFBQVYW1uXcFERsG5f7r4UFURwsTGsVBxERERERPTfomRsXKX1KkIQBEyZMgW7d+/GyZMnZf4msra2hlgsxpEjR9C8eXMAQG5uLk6dOoXly5dL6mVkZMDT0xOqqqrYt28f1NSkd4N8//33WLJkieT9kydP4OnpifDwcLRp0wZA0Zm8VXVPOTk5cq/l5+djy5YtWL16tdQ5VgDQr18/bNu2DZMnT5ZpZ2xsjJSUFKkVX8WHhNc0Y2NjxMbGSpXFxMTIJJvon4vJJyIiIiIiIqpSGi1bQEksRv7Tp/LPfRKJoGRqCo2WLap87EmTJuHXX3/F3r17oa2tLTnHSVdXF+rq6hCJRPDz80NAQABsbW1ha2uLgIAAaGhoYOjQoQCKVjx5eHggKysLW7duRUZGBjIyMgAUJUoUFRVRr149qXGLnzxuY2MjtdKqIhISEhAeHg4PDw8YGxvj8ePHWL58OdTV1dGtWze5bQ4cOIC0tDSMGTMGurq6Utf69++PoKAgucknNzc3PHv2DCtWrED//v0RERGBP//8s4wHWFWPTp06YeXKldiyZQtcXFywdetWxMbGSpKD9M/HM5+IiIiIiIioSokUFWH61f+fhfT+OUr//970qzkQKZZ9pEhFrV+/Hunp6XBzc4OZmZnkFR4eLqkzc+ZM+Pn5YeLEiWjZsiUeP36MyMhIaGtrAwCuXLmCixcv4saNG2jQoIFUP2U91e1DqKmp4cyZM+jWrRsaNGiAgQMHQlNTE1FRUTAxMZHbJigoCF26dJFJPAFFK59iYmJw9epVmWuNGzfGunXr8NNPP6FZs2aIjo7GjBkzqvyeysPT0xPffPMNZs6ciVatWuH169cYMWJErcRC1UMkVMWzF/9lMjIyoKurK3mUZnnl5eXh0KFD6NatG5cH1hDOec3ifNc8znnN45zXLM53zeOc1zzOec362Oa7sn9bfAyys7Px4MEDWFtby2w5K6+MyEg8DVgmdfi4klgM06/mQOe9LWJE9M9SkZ8R3HZHRERERERE1ULHwwPanTsXPf3u2TMoGRtDo2WLalnxREQfLyafiIiIiIiIqNqIFBWh2aZ1bYdBRLWIZz4REREREREREVG1YfKJiIiIiIiIiIiqDZNPRERERERERERUbZh8IiIiIiIiIiKiasPkExERERERERERVRsmn4iIiIiIiIiIqNow+URERERERERERNWGySciIiIiIiKif7mTJ09CJBLh1atX1TpOYmIiRCIRYmJiqnUc+mdh8omIiIiIiIj+VR4/fozhw4fD0NAQGhoacHJywpUrVyTXBUHAggULUKdOHairq8PNzQ03b96U6ef8+fPo1KkTNDU1oaenBzc3N7x9+1ZyfenSpXB1dYWGhgb09PRKjcnKygoikajEl5ubW7nHLUlUVBQUFRXh5eVV9iRVEwsLCyQnJ8PR0bHWYqCPD5NPREREREREVG0KCwU8jk/DnUspeByfhsJCoVrHS0tLQ7t27aCsrIw///wTcXFxWL16tVRyaMWKFVizZg1+/PFHXLp0CWKxGO7u7nj9+rWkzvnz5+Hl5QUPDw9ER0fj0qVLmDx5MhQU/vdndG5uLgYMGIAJEyaUGdelS5eQnJyM5ORk/PHHHwCA+Ph4SdmuXbvKPW5JgoODMWXKFJw9exZJSUnlnbIqpaioCLFYDCUlpVoZnz5OTD4RERERERFRtbh/LRVbvorCnu+u4UhQHPZ8dw1bvorC/Wup1Tbm8uXLYWFhgZCQELRu3RpWVlbo3LkzbGxsABStegoMDMTcuXPRt29fODo6IiwsDFlZWfj1118l/fj7+2Pq1KmYPXs2HBwcYGtri/79+0NVVVVSZ+HChfD390eTJk3KjMvY2BhisRhisRgGBgYAABMTE5my8owrT2ZmJnbs2IEJEyagR48eCA0NLbX+ggUL4OTkJFUWGBgIKysryXsfHx/06dMHAQEBMDU1hZ6eHhYuXIj8/Hx8+eWXMDAwQN26dREcHCxp8/62u+LtfseOHUPLli2hoaEBV1dXxMfHy4zzLj8/P6nVYG5ubpgyZQr8/Pygr68PU1NTbNy4EZmZmRg1ahS0tbVhY2ODP//8s9T7ptrB5BMRERERERFVufvXUhGxIRaZr3KkyjNf5SBiQ2y1JaD27duHli1bYsCAATAxMUHz5s2xadMmyfUHDx4gJSUFHh4ekjJVVVV06NABUVFRAIDU1FRcvHgRJiYmcHV1hampKTp06ICzZ89WS8zFPmTc8PBw2NnZwc7ODsOHD0dISAgE4cNXmR0/fhxPnjzB6dOnsWbNGixYsAA9evSAvr4+Ll68iPHjx2P8+PF49OhRqf3MnTsXq1evxuXLl6GkpITRo0dXOJawsDAYGRkhOjoaU6ZMwYQJEzBgwAC4urri6tWr8PT0hLe3N7Kysip7u1RNmHyi/7wCQcC5tNfY/TQN59Jeo6AKfkB/cEyFAs7ff4G9MY9x/v4LFFTz0mQiIiIioqpUWCjgTPjdUuuc3XG3WrbgJSQkYP369bC1tcXhw4cxfvx4TJ06FVu2bAEApKSkAABMTU2l2pmamkquJSQkAChaHeTr64uIiAg4Ozujc+fOuHu39Pv60NgrO25QUBCGDx8OAPDy8sKbN29w7NixD47JwMAA33//Pezs7DB69GjY2dkhKysLX331FWxtbTFnzhyoqKjg3LlzpfazdOlSdOjQAfb29pg9ezaioqKQnZ1doViaNWuGr7/+WjKuuro6jIyM4OvrC1tbW8ybNw8vXrzA9evXP+SWqRpwEyb9px189gpf332M5Jw8SZmZqjKW2Jqju7FercQUEZuMhfvjkJz+vx/EZrpqmN/THl6OZrUSExERERFRRSTffSWz4ul9b9JykHz3Fczt9Kt07MLCQrRs2RIBAQEAgObNm+PmzZtYv349RowYIaknEomk2gmCICkrLCwEAIwbNw6jRo2S9HPs2DEEBwdj2bJl5YrFwcEBDx8+BAC0b9++zC1hlR03Pj4e0dHRknOjlJSUMGjQIAQHB6NLly7lirW0e3j3vClTU1Opw8QVFRVhaGiI1NTSV7I1bdpU8m8zs6K/a1JTU1GvXr1yx/JuH8XjvrvlsTihWFYsVPOYfKL/rIPPXmFsbCLe/28tKTl5GBubiM2OVjWegIqITcaErVdlY0rPxoStV7F+uDMTUERERET00cvMKD3xVNF6FWFmZgZ7e3upssaNG0sO+RaLxQCKVkAVJ0GAooRFcfKiuFxePxU5yPvQoUPIyyv6D93q6urlir0y4wYFBSE/Px/m5uaSMkEQoKysjLS0NOjryyb4FBQUZLblFcf6LmVlZan3IpFIbllx4qwk77Z5P8lXVbG83y99PLjtjv6TCgQBX999LJPkASAp++bu4xrdgldQKGDh/rhSY1q4P45b8IiIiIjoo6epU/rh2BWtVxHt2rWTOswaAO7cuQNLS0sAgLW1NcRiMY4cOSK5npubi1OnTsHV1RUAYGVlhTp16pTaT3lYWlqiQYMGaNCggVRiqCSVGTc/Px9btmzB6tWrERMTI3n99ddfsLS0xLZt2+S2MzY2RkpKilTSp/iQ8JpmbGyM5ORkqbLaioWqB1c+0X/ShVdvpLbavU8A8CQnDxdevUE7fe0aiSn6wUuprXbyYkpOz0b0g5dwsTGskZiIiIiIiCrDzFYPmnqqpW6909JXhZmtXpWP7e/vD1dXVwQEBGDgwIGIjo7Gxo0bsXHjRgBFq2P8/PwQEBAAW1tb2NraIiAgABoaGhg6dKikzpdffon58+ejWbNmcHJyQlhYGG7fvo2dO3dKxkpKSsLLly+RlJSEgoICScKkQYMG0NLSqnDs5R33XQcOHEBaWhrGjBkDXV1dqWv9+/dHUFAQJk+eLNPOzc0Nz549w4oVK9C/f39ERETgzz//hI6OToXj/lCdOnXCypUrsWXLFri4uGDr1q2IjY1F8+bNazwWqh5MPtF/UmpufpXWqwqpr8t32F556xERERER1RYFBRHaD7JFxIbYEut8MtAWCgqiEq9XVqtWrbB7927MmTMHixYtgrW1NQIDAzFs2DBJnZkzZ+Lt27eYOHEi0tLS0KZNG0RGRkJb+3//4dnPzw/Z2dnw9/fHy5cv0axZMxw5cgQ2NjaSOvPmzUNYWJjkfXGy5MSJE3Bzc6tU/OUZ911BQUHo0qWLTOIJAPr164eAgABcvXpV5lrjxo2xbt06BAQEYPHixejXrx9mzJghSdLVJE9PT3zzzTeYOXMmsrOzMXr0aIwYMQI3btyo8VioeoiEqnj24r9MRkYGdHV1kZ6eXqGsb15eHg4dOoRu3brJ7EWl6lHZOT+X9hr9Yu6XWe8PJ5saW/l0/v4LDNl0ocx6v/m2rbWVT/wer3mc85rHOa9ZnO+axzmveZzzmvWxzXdl/7b4GGRnZ+PBgwewtraGmppapfq4fy0VZ8LvSq2A0tJXxScDbWHT3KSqQiWiWlCRnxFc+UT/SW31tGCmqoyUnDy5ZyyJUPTUu7Z6FV8qW1mtrQ1gpquGlPTsEmMS66qhtbVBjcVERERERPQhbJqbwLqZcdHT7zJyoKlTtNWuOlY8EdHHiweO03+SokiEJbZFB/69/2uv+P1iW3Moimrul6Kiggjze9qXGtP8nvZQ5C9qIiIiIvoHUVAQwdxOHw1biWFup8/EE9F/EJNP9J/V3VgPmx2tIFaVXo5tpqqMzY5W6G6sV+MxeTmaYf1wZ4h1pZcsinXVsH64M7wczUpoSURERERERPRx4rY7+k/rbqwHLyNdXHj1Bqm5+TBRUUJbPa0aXfH0Pi9HM7jbixH94CVSX2fDRLtoqx1XPBEREREREdE/EZNP9J+nKBLV2KHi5aWoIKq1Q8WJiIiIiIiIqhK33RERERERERERUbVh8omIiIiIiIiIiKoNk09ERERERERERFRtmHwiIiIiIiIiIqJqw+QTEREREREREUkJDQ2Fnp5etY9z8uRJiEQivHr1qtrHotrD5BMRERERERH9ayxYsAAikUjqJRaLpeoIgoAFCxagTp06UFdXh5ubG27evClVx83NTaafwYMHS64nJiZizJgxsLa2hrq6OmxsbDB//nzk5uaWGl9pyRYrKysEBgZK3o8bNw42NjZQV1eHsbExevfujdu3b39wDMV+/fVXKCoqYvz48eWqXx1cXV2RnJwMXV3dWouBqh+TT0RERERERFRtCgsL8Ojmddw6dwqPbl5HYWFBtY/p4OCA5ORkyevGjRtS11esWIE1a9bgxx9/xKVLlyAWi+Hu7o7Xr19L1fP19ZXqZ8OGDZJrt2/fRmFhITZs2ICbN2/iu+++w88//4yvvvqqyu6jRYsWCAkJwa1bt3D48GEIggAPDw8UFBRUSQzBwcGYOXMmtm/fjqysrCqLuyJUVFQgFoshEolqZXyqGbWafFq2bBlatWoFbW1tmJiYoE+fPoiPj5eq836mufi1cuXKEvsNDQ2V2yY7O7u6b4mIiIiIiIj+392LUdg0aQx2LPoKh75fiR2LvsKmSWNw92JUtY6rpKQEsVgseRkbG0uuCYKAwMBAzJ07F3379oWjoyPCwsKQlZWFX3/9VaofDQ0NqX7eXZ3j5eWFkJAQeHh4oH79+ujVqxdmzJiBXbt2Vdl9fP755/j0009hZWUFZ2dnLFmyBI8ePUJiYuIHx5CYmIioqCjMnj0bjRo1ws6dO0ut7+Pjgz59+kiV+fn5wc3NTfLezc0NU6ZMgZ+fH/T19WFqaoqNGzciMzMTo0aNgra2NmxsbPDnn39K2ry/Eqx4u9/hw4fRuHFjaGlpwcvLC8nJyVLj+Pn5ScXSp08f+Pj4SN5bWVlhyZIlGDFiBLS0tGBpaYm9e/fi2bNn6N27N7S0tNCkSRNcvny5zLmiD1eryadTp05h0qRJuHDhAo4cOYL8/Hx4eHggMzNTUufdLHNycjKCg4MhEonQr1+/UvvW0dGRaaumplbdt0REREREREQoSjztWxOANy+fS5W/efkc+9YEVGsC6u7du6hTpw6sra0xePBgJCQkSK49ePAAKSkp8PDwkJSpqqqiQ4cOiIqSjmnbtm0wMjKCg4MDZsyYIbMy6n3p6ekwMDCo2pv5f5mZmQgJCYG1tTUsLCw+OIbg4GB0794durq6GD58OIKCgqokzrCwMBgZGSE6OhpTpkzBhAkTMGDAALi6uuLq1avw9PSEt7d3qSutsrKysGrVKvzyyy84ffo0kpKSMGPGjArH8t1336Fdu3a4du0aunfvDm9vb4wYMQLDhw/H1atX0aBBA4wYMQKCIHzILVM51GryKSIiAj4+PnBwcECzZs0QEhKCpKQkXLlyRVLn3SyzWCzG3r170bFjR9SvX7/Uvov39b77IiIiIiIioupXWFiA46EbS61zImxjtWzBa9OmDbZs2YLDhw9j06ZNSElJgaurK168eAEASElJAQCYmppKtTM1NZVcA4Bhw4bht99+w8mTJ/HNN9/gjz/+QN++fUsc9/79+/jhhx/KfX5S3bp1oaWlJfVKSkqSqbdu3TrJ9YiICBw5cgQqKiofFENhYSFCQ0MxfPhwAMDgwYNx/vx53Lt3r1yxl6ZZs2b4+uuvYWtrizlz5kBdXR1GRkbw9fWFra0t5s2bhxcvXuD69esl9pGXl4eff/4ZLVu2hLOzMyZPnoxjx45VOJZu3bph3LhxknFfv36NVq1aYcCAAWjYsCFmzZqFW7du4enTpx9yy1QOSrUdwLvS09MBoMQs7dOnT3Hw4EGEhYWV2debN29gaWmJgoICODk5YfHixWjevLncujk5OcjJyZG8z8jIAFD0DZ+Xl1fu+IvrVqQNfRjOec3ifNc8znnN45zXLM53zeOc1zzOec362Ob7Y4mjpj2+dVNmxdP7Xr94jse3bsLCoWmVjt21a1fJv5s0aQIXFxfY2NggLCwM06dPl1x7/4whQRCkynx9fSX/dnR0hK2tLVq2bImrV6/C2dlZqu2TJ0/g5eWFAQMGYOzYsZJyBwcHPHz4EADQvn17qe1mZ86cgba2tlQ/725hKzZs2DC4u7sjOTkZq1atwsCBA3Hu3DmZnT0lxSBPZGQkMjMzJXNlZGQEDw8PBAcHIyAgoNS2ZWna9H9fT0VFRRgaGqJJkyaSsuKkX2pqaol9aGhowMbGRvLezMys1PrliaV43JJi4YKV6vXRJJ8EQcD06dPxySefwNHRUW6dsLAwaGtrl5ptBoBGjRohNDQUTZo0QUZGBtauXYt27drhr7/+gq2trUz9ZcuWYeHChTLlkZGR0NDQqPC9HDlypMJt6MNwzmsW57vmcc5rHue8ZnG+ax7nvOZxzmvWxzLftXWIc2178yqtSut9CE1NTTRp0gR3794FAEmSISUlBWZmZpJ6qampMquh3uXs7AxlZWXcvXtXKvn05MkTdOzYES4uLti4UXq116FDhyQJSHV1dalr1tbW0NPTkypTUpL9E11XVxe6urqwtbVF27Ztoa+vj927d2PIkCHlikGe4OBgvHz5Uurv3cLCQly7dg2LFy+GoqKiTBsFBQWZ7WnykqvKyspS70UikVRZcYKvsLCwxPjk9fHu2JWJpXjcisZCVeOjST5NnjwZ169fx9mzZ0usExwcjGHDhpV5dlPbtm3Rtm1byft27drB2dkZP/zwA77//nuZ+nPmzJHKgGdkZMDCwgIeHh7Q0dEp9z3k5eXhyJEjcHd3l/mwUPXgnNcsznfN45zXPM55zeJ81zzOec3jnNesj22+i3dV/Ndo6elXab0PkZOTg1u3bqF9+/YAipI+YrEYR44ckeyOyc3NxalTp7B8+fIS+7l58yby8vKkElaPHz9Gx44dJU+lU1CQPtnG0tKyyu9HEASpnTtlxfC+Fy9eYO/evdi+fTscHBwk5YWFhZLVWT169JBpZ2xsjNjYWKmymJiYWvmcGRsbSx1AXlBQgNjYWHTs2LHGY6Hy+SiST1OmTMG+fftw+vRp1K1bV26dM2fOID4+HuHh4RXuX0FBAa1atZJkut+nqqoKVVVVmXJlZeVKfZAq244qj3NeszjfNY9zXvM45zWL813zOOc1j3Nesz6W+f4YYqgN5o0doGVgVOrWO21DI5g3dijxemXNmDEDPXv2RL169ZCamoolS5YgIyMDI0eOBFC02sXPzw8BAQGwtbWFra0tAgICoKGhgaFDhwIoOjtp27Zt6NatG4yMjBAXF4cvvvgCzZs3R7t27QAUrTZyc3NDvXr1sGrVKjx79kwSQ1Vs4UpISEB4eDg8PDxgbGyMx48fY/ny5VBXV0e3bt0qHcMvv/wCQ0NDDBgwQCZR1aNHDwQFBclNPnXq1AkrV67Eli1b4OLigq1btyI2NrbE422qU6dOnTB9+nQcPHgQNjY2+O677yRPy6OPU60mnwRBwJQpU7B7926cPHkS1tbWJdYNCgpCixYt0KxZs0qNExMTI7W3k4iIiIiIiKqHgoIiOvl8jn1rSj4/qOPIz6GgILu960P9/fffGDJkCJ4/fw5jY2O0bdsWFy5ckFqFNHPmTLx9+xYTJ05EWloa2rRpg8jISMkZTCoqKjh27BjWrl2LN2/ewMLCAt27d8f8+fMlW9IiIyNx79493Lt3T2YRRVU8PU1NTQ1nzpxBYGAg0tLSYGpqik8//RRRUVEwMTGpdAzBwcH47LPP5K6Q6tevHwYNGiT3AG5PT0988803mDlzJrKzszF69GiMGDECN27c+OB7rajRo0fjr7/+wogRI6CkpAR/f3+uevrIiYRafKbgxIkT8euvv2Lv3r2ws7OTlOvq6krth83IyICZmRlWr14t99T+ESNGwNzcHMuWLQMALFy4EG3btoWtrS0yMjLw/fff45dffsG5c+fQunXrMuPKyMiArq4u0tPTK7zt7tChQ+jWrdt/9r9w1DTOec3ifNc8znnN45zXLM53zeOc1zzOec362Oa7sn9bfAyys7Px4MEDWFtbl3n0SUnuXozC8dCNUiugtA2N0HHk57Bt41pVoRJRLajIz4haXfm0fv16ALIn+oeEhMDHx0fyfvv27RAEQepAtXclJSVJZW1fvXqFzz//HCkpKdDV1UXz5s1x+vTpciWeiIiIiIiIqGrYtnGFTas2RU+/e5UGLT19mDd2qJYVT0T08ar1bXfl8fnnn+Pzzz8v8frJkyel3n/33Xf47rvvPiQ0IiIiIiIiqgIKCoqwcGhadkUi+tcq/Rh8IiIiIiIiIiKiD8DkExERERERERERVRsmn4iIiIiIiIiIqNow+URERERERERERNWGySciIiIiIiIiIqo2TD4REREREREREVG1YfKJiIiIiIiI6COSmJgIkUiEmJiY2g6l3EJDQ6Gnp1fbYVSaj48P+vTpU9th/Gsx+URERERERET/SsuWLYNIJIKfn59U+a5du+Dp6QkjI6MSkzzjxo2DjY0N1NXVYWxsjN69e+P27dtSddLS0uDt7Q1dXV3o6urC29sbr169KjOue/fuYdSoUahbty5UVVVhbW2NIUOG4PLlyx9wt/98CQkJGDJkCOrUqQM1NTXUrVsXvXv3xp07dwD8M5NyVITJJyIiIiIiIvrXuXTpEjZu3IimTZvKXMvMzES7du3w7bfflti+RYsWCAkJwa1bt3D48GEIggAPDw8UFBRI6gwdOhQxMTGIiIhAREQEYmJi4O3tXWpcly9fRosWLXDnzh1s2LABcXFx2L17Nxo1aoQvvvii0vdbUFCAwsLCSrevbbm5uXB3d0dGRgZ27dqF+Ph4hIeHw9HREenp6bUdHn0gJp+IiIiIiIio2giFArLvv0JWTCqy77+CUChU+5hv3rzBsGHDsGnTJujr68tc9/b2xrx589ClS5cS+/j888/x6aefwsrKCs7OzliyZAkePXqExMREAMCtW7cQERGBzZs3w8XFBS4uLti0aRMOHDiA+Ph4uX0KggAfHx/Y2trizJkz6N69O2xsbODk5IT58+dj7969UvUTEhLQsWNHaGhooFmzZjh//rzkWvE2twMHDsDe3h6qqqp4+PAh0tLSMGLECOjr60NDQwNdu3bF3bt35bazs7ODhoYG+vfvj8zMTISFhcHKygr6+vqYMmWKVKKtrH7flZiYCAUFBZmVXD/88AMsLS0hCLLfA3FxcUhISMC6devQtm1bWFpaol27dli6dClatWoFALC2tgYANG/eHCKRCG5ubpL2ISEhaNy4MdTU1NCoUSOsW7dOqv/Hjx9j0KBB0NfXh6GhIXr37i35WlL1Y/KJiIiIiIiIqsXb2OdIWR6N55tu4OX2eDzfdAMpy6PxNvZ5tY47adIkdO/evdTkUkVkZmYiJCQE1tbWsLCwAACcP38eurq6aNOmjaRe27Ztoauri6ioKLn9xMTE4ObNm/jiiy+goCD75/j7ZybNnTsXM2bMQExMDBo2bIghQ4YgPz9fcj0rKwvLli3D5s2bcfPmTZiYmMDHxweXL1/Gvn37cP78eQiCgG7duiEvL0+q3ffff4/t27cjIiICJ0+eRN++fXHo0CEcOnQIv/zyCzZu3IidO3dK2pSn32JWVlbo0qULQkJCpMpDQkLg4+MDkUgk08bY2BgKCgrYuXOnVNLrXdHR0QCAo0ePIjk5Gbt27QIAbNq0CXPnzsXSpUtx69YtBAQE4JtvvkFYWJjkfjt27AgtLS2cPn0aZ8+ehZaWFry8vJCbmyt3LKpaTD4RERERERFRlXsb+xwvtt5CQbr0H/cF6bl4sfVWtSWgtm/fjqtXr2LZsmUf3Ne6deugpaUFLS0tRERE4MiRI1BRUQEApKSkwMTERKaNiYkJUlJS5PZXvFKoUaNG5Rp/xowZ6N69Oxo2bIiFCxfi4cOHuHfvnuR6Xl4e1q1bB1dXV9jZ2eHJkyfYt28fNm/ejPbt26NZs2bYtm0bHj9+jD179ki1W79+PZo3b45PP/0U/fv3x9mzZxEUFAR7e3v06NEDHTt2xIkTJyRxl6ffd40dOxa//fYbcnJyAAB//fUXYmJiMGrUKLn1zc3N8f3332PevHnQ19dHp06dsHjxYiQkJEjqGBsbAwAMDQ0hFothYGAAAFi8eDFWr16Nvn37wtraGn379oW/vz82bNgAoOh7QkFBAZs3b0aTJk3QuHFjhISEICkpCSdPnizX14I+DJNPREREREREVKWEQgGv9t8vtc6r/QlVvgXv0aNHmDZtGrZu3Qo1NbUP7m/YsGG4du0aTp06BVtbWwwcOBDZ2dmS6/JW8AiCILe8+FpJ7eR597wqMzMzAEBqaqqkTEVFRarOrVu3oKSkJLUay9DQEHZ2drh165akTENDAzY2NpL3pqamsLKygpaWllRZ8Vjl7fddffr0gZKSEnbv3g0ACA4ORseOHWFlZVXi/U6aNAkpKSnYunUrXFxc8Pvvv8PBwQFHjhwpsc2zZ8/w6NEjjBkzRpIo1NLSwpIlS3D/ftH34JUrV3Dv3j1oa2tLrhsYGCA7O1tSh6qXUm0HQERERERERP8uOQ/SZVY8va8gPQc5D9KhZqNXZeNeuXIFqampaNGixf/GKSjA6dOn8eOPPyInJweKiorl7q/4KXa2trZo27Yt9PX1sXv3bgwZMgRisRhPnz6VafPs2TOYmprK7a9hw4YAipI5Tk5OZY6vrKws+XdxwurdQ8XV1dWlElnyzlIqLn+33rv9Fvctr6x4rPL2+y4VFRV4e3sjJCQEffv2xa+//orAwEC5dd+lra2NXr16oVevXliyZAk8PT2xZMkSuLu7y61fHOOmTZukkmMAJF/rwsJCtGjRAtu2bZNpX7yaiqoXVz4RERERERFRlSp8Xb5zdMpbr7w6d+6MGzduICYmRvJq2bIlhg0bhpiYmAolnuQRBEGyjczFxQXp6emSc4gA4OLFi0hPT4erq6vc9k5OTrC3t8fq1avlPpnu1atXHxSfvb098vPzcfHiRUnZixcvcOfOHTRu3LjG+x07diyOHj2KdevWIS8vD3379q3QuCKRCI0aNUJmZiYASLY8vnsmlKmpKczNzZGQkIAGDRpIvYoPKHd2dsbdu3dhYmIiU0dXV7dCMVHlMPlEREREREREVUpBW6VK65WXtrY2HB0dpV6ampowNDSEo6OjpN7Lly8RExODuLg4AEB8fDxiYmIkZzUlJCRg2bJluHLlCpKSknD+/HkMHDgQ6urq6NatGwCgcePG8PLygq+vLy5cuIALFy7A19cXPXr0gJ2dndz4RCIRQkJCcOfOHXz66ac4dOgQEhIScP36dSxduhS9e/f+oPu3tbVF79694evri7Nnz+Kvv/7C8OHDYW5u/kF9V7bfxo0bo23btpg1axaGDBkCdXX1EuvGxMSgd+/e2LlzJ+Li4nDv3j0EBQUhODhYMoaJiQnU1dURERGBp0+fIj09HQCwYMECLFu2DGvXrsWdO3dw48YNhISEYM2aNQCKtk8aGRmhd+/eOHPmDB48eIBTp05h2rRp+Pvvvys9L1R+TD4RERERERFRlVK11oWibumJJUVdVaha186qk3379qF58+bo3r07AGDw4MFo3rw5fv75ZwCAmpoazpw5g27duqFBgwYYOHAgNDU1ERUVJXXI+LZt29CkSRN4eHjAw8MDTZs2xS+//FLq2K1bt8bly5dhY2MDX19fNG7cGL169cLNmzfLtS2tLCEhIWjRogV69OgBFxcXCIKAQ4cOyWyrq6l+x4wZg9zcXIwePbrUenXr1oWVlRUWLlyINm3awNnZGWvXrsXChQsxd+5cAICSkhK+//57bNiwAXXq1JEkpcaOHYvNmzcjNDQUTZo0QYcOHRAaGipZ+aShoYHTp0+jXr166Nu3Lxo3bozRo0fj7du30NHR+aB5ofIRCSVt3vwPy8jIgK6uLtLT0yv0jZiXl4dDhw6hW7duH/zBpvLhnNcsznfN45zXPM55zeJ81zzOec3jnNesj22+K/u3xccgOzsbDx48gLW1daUO7y5+2l1JDIc3hrqj0YeESP8AS5cuxfbt23Hjxo3aDoWqWEV+RnDlExEREREREVU5dUcjGA5vLLMCSlFXlYmn/4A3b97g0qVL+OGHHzB16tTaDodqGZ92R0RERERERNVC3dEIavaGyHmQjsLXuVDQVoGqtS5ECvKfkEb/HpMnT8Zvv/2GPn36lLnljv79mHwiIiIiIiKiaiNSEEHNRq+2w6AaFhoaitDQ0NoOgz4S3HZHRERERERERETVhsknIiIiIiIiIiKqNkw+ERERERERERFRtWHyiYiIiIiIiIiIqg2TT0REREREREREVG2YfCIiIiIiIiIiomrD5BMRERERERHRv4SPjw/69OlT22EQSWHyiYiIiIiIiP5VUlJSMG3aNDRo0ABqamowNTXFJ598gp9//hlZWVmSevfv38dnn30GY2Nj6OjoYODAgXj69KlUX2lpafD29oauri50dXXh7e2NV69elTp+QkIChgwZgjp16kBNTQ1169ZF7969cefOHQBAYmIiRCIRYmJiqvrWiT5KTD4RERERERHRv0ZCQgKaN2+OyMhIBAQE4Nq1azh69Cj8/f2xf/9+HD16FACQmZkJDw8PiEQiHD9+HOfOnUNubi569uyJwsJCSX9Dhw5FTEwMIiIiEBERgZiYGHh7e5c4fm5uLtzd3ZGRkYFdu3YhPj4e4eHhcHR0RHp6erXfP9HHSKm2AyAiIiIiIqJ/r8LCQjx8+BBv3ryBlpYWLC0toaBQfesgJk6cCCUlJVy+fBmampqS8iZNmqBfv34QBAEAcO7cOSQmJuLatWvQ0dEBAISEhMDAwADHjx9Hly5dcOvWLURERODChQto06YNAGDTpk1wcXFBfHw87OzsZMaPi4tDQkICjh8/DktLSwCApaUl2rVrJ6ljbW0NAGjevDkAoEOHDjh58qQkhhUrVuDBgwewsrLC1KlTMXHiREnbx48fY/r06YiMjISCggI++eQTrF27FlZWVlU0g0RVj8knIiIiIiIiqhZxcXGIiIhARkaGpExHRwdeXl6wt7ev8vFevHghWfH0buLpXSKRCACQk5MDkUgEVVVVyTU1NTUoKCjg7Nmz6NKlC86fPw9dXV1J4gkA2rZtC11dXURFRclNPhkbG0NBQQE7d+6En58fFBUVZepER0ejdevWOHr0KBwcHKCiogKgKLE1f/58/Pjjj2jevDmuXbsGX19faGpqYuTIkcjKykLHjh3Rvn17nD59GkpKSliyZAm8vLxw/fp1ST9EHxtuuyMiIiIiIqIqFxcXhx07dkglngAgIyMDO3bsQFxcXJWPee/ePQiCIJMUMjIygpaWFrS0tDBr1iwARUkkTU1NzJo1C1lZWcjMzMSXX36JwsJCJCcnAyg6O8rExERmHBMTE6SkpMiNwdzcHN9//z3mzZsHfX19dOrUCYsXL0ZCQoKkjrGxMQDA0NAQYrEYBgYGAIDFixdj9erV6Nu3L6ytrdG3b1/4+/tjw4YNAIDt27dDQUEBmzdvRpMmTdC4cWOEhIQgKSlJsnKK6GPE5BMRERERERFVqcLCQkRERJRaJyIiQupspapUvLqpWHR0NGJiYuDg4ICcnBwARQmg33//Hfv374eWlhZ0dXWRnp4OZ2dnqdVK7/cFAIIgyC0vNmnSJKSkpGDr1q1wcXHB77//DgcHBxw5cqTENs+ePcOjR48wZswYSaJMS0sLS5Yswf379wEAV65cwb1796CtrS25bmBggOzsbEkdoo8Rt90RERERERFRlXr48KHMiqf3ZWRk4OHDh5Lzj6pCgwYNIBKJcPv2bany+vXrAwDU1dWlyj08PHD//n08f/4cSkpK0NPTg1gslsQkFotlnn4HFCWKTE1NS41FW1sbvXr1Qq9evbBkyRJ4enpiyZIlcHd3l1u/OBG3adMmqW1+ACTJsMLCQrRo0QLbtm2TaV+8moroY8SVT0RERERERFSl3rx5U6X1ysvQ0BDu7u748ccfkZmZWe52RkZG0NPTw/Hjx5GamopevXoBAFxcXJCeno7o6GhJ3YsXLyI9PR2urq7l7l8kEqFRo0aSmIrPZiooKJDUMTU1hbm5ORISEtCgQQOpV3EyzNnZGXfv3oWJiYlMHV1d3XLHQ1TTmHwiIiIiIiKiKqWlpVWl9Spi3bp1yM/PR8uWLREeHo5bt24hPj4eW7duxe3bt6W21IWEhODChQu4f/8+tm7digEDBsDf319yZlTjxo3h5eUFX19fXLhwARcuXICvry969Ogh97BxAIiJiUHv3r2xc+dOxMXF4d69ewgKCkJwcDB69+4NoOjMKHV1dURERODp06dIT08HACxYsADLli3D2rVrcefOHdy4cQMhISFYs2YNAGDYsGEwMjJC7969cebMGTx48ACnTp3CtGnT8Pfff1f5XBJVFW67IyIiIiIioiplaWkJHR2dUrfe6ejowNLSssrHtrGxwbVr1xAQEIA5c+bg77//hqqqKuzt7TFjxgxMnDhRUjc+Ph5z5szBy5cvYWVlhblz58Lf31+qv23btmHq1Knw8PAAAPTq1Qs//vhjiePXrVsXVlZWWLhwIRITEyESiSTvi/tWUlLC999/j0WLFmHevHlo3749Tp48ibFjx0JDQwMrV67EzJkzoampiSZNmsDPzw8AoKGhgdOnT2PWrFno27cvXr9+DXNzc3Tu3Bk6OjpVPJNEVYfJJyIiIiIiIqpSCgoK8PLywo4dO0qs4+XlBQWF6tmMY2Zmhh9++AE//PBDqfW+/fZbfPvtt6XWMTAwwNatW8s9tpGREdauXVtmvbFjx2Ls2LEy5UOHDsXQoUNLbCcWixEWFlbi9dDQ0HLFSVSTuO2OiIiIiIiIqpy9vT0GDhwosyJHR0cHAwcOhL29fS1FRkQ1jSufiIiIiIiIqFrY29ujUaNGePjwId68eQMtLS1YWlpW24onIvo4MflERERERERE1UZBQUHytDYi+m9iupmIiIiIiIiIiKoNk09ERERERERERFRtmHwiIiIiIiIiIqJqw+QTERERERERERFVGyafiIiIiIiIiIio2jD5RERERERERERE1YbJJyIiIiIiIiIiqjZMPhEREREREdF/lpubG/z8/CTvraysEBgYWGobkUiEPXv2VGtclbVgwQI4OTmVWe+bb77B559/Xv0ByfHjjz+iV69etTI21Q4mn4iIiIiIiOhfw8fHByKRCOPHj5e5NnHiRIhEIvj4+EjKdu3ahcWLF1dpDKmpqRg3bhzq1asHVVVViMVieHp64vz585I6tZnAevr0KdauXYuvvvpK5lpUVBQUFRXh5eUlc+3Fixfw8vJCnTp1oKqqCgsLC0yePBkZGRlS9QRBwKpVq9CwYUNJvYCAAMl1X19fXLp0CWfPnq36m6OPEpNPREREREREVG0EoQBpaReQkrIPaWkXIAgF1T6mhYUFtm/fjrdv30rKsrOz8dtvv6FevXpSdQ0MDKCtrV2l4/fr1w9//fUXwsLCcOfOHezbtw9ubm54+fJllY5TWUFBQXBxcYGVlZXMteDgYEyZMgVnz55FUlKS1DUFBQX07t0b+/btw507dxAaGoqjR4/KJPqmTZuGzZs3Y9WqVbh9+zb279+P1q1bS66rqqpi6NCh+OGHH6rl/ujjo1TbARAREREREdG/U2rqYdy5uwg5OSmSMlVVMRrazoOJiWe1jevs7IyEhATs2rULw4YNA1C0wsnCwgL169eXquvm5gYnJ6cSt9rdvXsXY8aMQXR0NOrXr4+1a9eWOvarV69w9uxZnDx5Eh06dAAAWFpaSiVfipM+n332meR6YmIiAGD//v1YsGABbt68iTp16mDkyJGYO3culJSK/nxPT0/Hl19+iT179iA7OxstW7bEd999h2bNmpV7frZv345x48bJlGdmZmLHjh24dOkSUlJSEBoainnz5kmu6+vrY8KECZL3lpaWmDhxIlauXCkpu3XrFtavX4/Y2FjY2dmVGEOvXr3g4eGBt2/fQl1dvdyx0z8TVz4RERERERFRlUtNPYwbsZOkEk8AkJPzFDdiJyE19XC1jj9q1CiEhIRI3gcHB2P06NEV6qOwsBB9+/aFoqIiLly4gJ9//hmzZs0qtY2Wlha0tLSwZ88e5OTkyK1z6dIlAEBISAiSk5Ml7w8fPozhw4dj6tSpiIuLw4YNGxAaGoqlS5cCKNrO1r17d6SkpODQoUO4cuUKnJ2d0blz53KvqkpLS0NsbCxatmwpcy08PBx2dnaws7PD8OHDERISAkEQSuzryZMn2LVrlyTJBhQlz+rXr48DBw7A2toaVlZWGDt2rEx8LVu2RF5eHqKjo8sVN/2zMflEREREREREVUoQCnDn7iIA8hIXRWV37i6u1i143t7eOHv2LBITE/Hw4UOcO3cOw4cPr1AfR48exa1bt/DLL7/AyckJn376qdTZRfIoKSkhNDQUYWFh0NPTQ7t27fDVV1/h+vXrkjrGxsYAAD09PYjFYsn7pUuXYvbs2Rg5ciTq168Pd3d3LF68GBs2bAAAnDhxAjdu3MDvv/+Oli1bwtbWFqtWrYKenh527txZrnt6+PAhBEFAnTp1ZK4FBQVJ5sjLywtv3rzBsWPHZOoNGTIEGhoaMDc3h46ODjZv3iy5lpCQgIcPH+L333/Hli1bEBoaiitXrqB///5SfWhqakJPT0+y4ov+3Zh8IiIiIiIioir16tUlmRVP0gTk5CTj1atL1RaDkZERunfvjrCwMISEhKB79+4wMjKqUB+3bt1CvXr1ULduXUmZi4tLme369euHJ0+eYN++ffD09MTJkyfh7OyM0NDQUttduXIFixYtkqye0tLSgq+vL5KTk5GVlYUrV67gzZs3MDQ0lKrz4MED3L9/v1z3VHwOlpqamlR5fHw8oqOjMXjwYABFSbRBgwYhODhYpo/vvvsOV69exZ49e3D//n1Mnz5dcq2wsBA5OTnYsmUL2rdvDzc3NwQFBeHEiROIj4+X6kddXR1ZWVnlipv+2XjmExEREREREVWpnJzUKq1XWaNHj8bkyZMBAD/99FOF28vbciYSicrVVk1NDe7u7nB3d8e8efMwduxYzJ8/X+pJe+8rLCzEwoUL0bdvX7n9FRYWwszMDCdPnpS5rqenV664ihNwaWlpkhVXQNGqp/z8fJibm0vKBEGAsrIy0tLSoK+vLykXi8UQi8Vo1KgRDA0N0b59e3zzzTcwMzODmZkZlJSU0LBhQ0n9xo0bAwCSkpKkzoF6+fKlVAz078XkExEREREREVUpVVWTKq1XWV5eXsjNzQUAeHpW/IBze3t7JCUl4cmTJ5JtaufPn69ULPb29tizZ4/kvbKyMgoKpLcdOjs7Iz4+Hg0aNJDbh7OzM1JSUqCkpCT3SXXlYWNjAx0dHcTFxUkSRPn5+diyZQtWr14NDw8Pqfr9+vXDtm3bJEm89xUn6IrPt2rXrh3y8/Nx//592NjYAADu3LkDoOiA8mL3799HdnY2mjdvXqn7oH8WJp+IiIiIiIioSunptYKqqhg5OU8h/9wnEVRVxdDTa1WtcSgqKuLWrVuSf1dUly5dYGdnhxEjRmD16tXIyMjA3LlzS23z4sULDBgwAKNHj0bTpk2hra2N/2PvzsNruvY/jn9OhMyDKYMpQULRiGjMraESQavUWFpDKVpaNZVSQ8ylVWNbvdqK3lZRLVVyETSGa6aGlpoatJWghqQSiQzn94fr/HpkkJBzErxfz5Pn5qy99t7fvdIbTz7PWmvv27dPM2bMUNu2bU39fH19tWnTJjVq1Eh2dnYqXry4xo0bp2effVbly5dXp06dZGNjo8OHD+vIkSOaPHmyQkJC1KBBA7Vr107Tp09X1apVdf78eUVGRqpdu3ZZbiJ+JxsbG4WEhGj79u1q166dJGnNmjW6evWq+vTpIzc3N7P+HTt21GeffabXX39dkZGRunDhgurUqSNnZ2cdPXpUI0aMUKNGjUxhWEhIiGrXrq3evXtr9uzZysjI0MCBAxUaGmo2G2rbtm2qVKmSKaDCw409nwAAAAAA+cpgKKIq/uNuf7rzqCSpiv9YGQx5D4TyytXVVa6urvd0ro2NjVauXKmUlBTVrVtXr7zyiunNc9lxdnZWvXr1NGvWLDVu3FiPP/64xo4dq759+2r+/PmmfjNnzlRUVJTKly9vmv0TFhamNWvWKCoqSnXq1FH9+vX1wQcfmGYMGQwGRUZGqnHjxurdu7eqVKmiF154QWfOnJGnp2eun6tfv35aunSpMjIyJN1achcSEpIpeJJuzXw6ePCgDhw4IAcHBy1cuFBPPvmkqlWrpsGDB+vZZ5/VmjVrzMbshx9+UKlSpdS4cWM988wzqlatmpYuXWp23a+//lp9+/bNdc14sBmMOb038RGVkJAgNzc3xcfH5+mXVGpqqiIjI9W6dWsVLVrUghXiNsbcuhhv62PMrY8xty7G2/oYc+tjzK2rsI33vf5tURgkJycrJiZGFStWzLQ5dW5dvLheJ05ONNt83M7OW1X8x8rDI+/L4JA/jEaj6tevr8GDB6tr165Wv//PP/+s5s2b68SJE1kGXngw5OV3BMvuAAAAAAAW4eERptKlQ/739ruLsrPzkLt7HavMeEL2DAaD/vWvf+nw4cMFcv/z58/riy++IHh6hBA+AQAAAAAsxmAoouLF6xd0GbhDYGCgAgMDC+Ted25qjocfez4BAAAAAADAYgifAAAAAAAAYDGETwAAAAAAALAYwicAAAAAAABYTIGGT9OmTVOdOnXk4uIiDw8PtWvXTsePHzfr06tXLxkMBrOv+vXvvlndt99+q+rVq8vOzk7Vq1fXypUrLfUYAAAAAAAAyEaBhk9btmzRwIEDtWvXLkVFRSktLU0tWrRQYmKiWb+WLVsqNjbW9BUZGZnjdXfu3KkuXbqoe/fuOnTokLp3767OnTtr9+7dlnwcAAAAAAAA3KFAw6d169apV69eqlGjhgIDA7Vo0SKdO3dO+/fvN+tnZ2cnLy8v01eJEiVyvO7s2bMVGhqqUaNG6bHHHtOoUaPUvHlzzZ4924JPAwAAAAB4mPn6+ubp78ro6GgZDAZdu3bNYjUVVgaDQatWrSroMlBIFKo9n+Lj4yUpU7gUHR0tDw8PValSRX379tXFixdzvM7OnTvVokULs7awsDDt2LEjfwsGAAAAABQqFy9eVP/+/VWhQgXTRIawsDDt3LnT1Odeg5G9e/eqX79++VitZX377beqV6+e3Nzc5OLioho1amjYsGGm4+Hh4apVq1aB1Pbxxx+rZs2acnV1laurqxo0aKD//Oc/Zn2MRqPCw8NVpkwZOTg4qGnTpvrll1+yvJ7RaFSrVq0IvQop24Iu4Daj0aihQ4fqySef1OOPP25qb9WqlTp16iQfHx/FxMRo7Nixevrpp7V//37Z2dllea24uDh5enqatXl6eiouLi7L/ikpKUpJSTF9TkhIkCSlpqYqNTU1189wu29ezsH9Ycyti/G2Psbc+hhz62K8rY8xtz7G3LoK23gXljoeJR06dFBqaqoWL16sSpUq6cKFC9q0aZOuXLly39cuXbp0PlRoHRs3btQLL7ygqVOn6rnnnpPBYNDRo0e1adOmgi5NklSuXDm9++678vPzkyQtXrxYbdu21U8//aQaNWpIkmbMmKEPPvhAERERqlKliiZPnqzQ0FAdP35cLi4uZtebPXu2DAaD1Z8DuWMwGo3Ggi5CkgYOHKi1a9dq+/btKleuXLb9YmNj5ePjo6VLl6p9+/ZZ9ilWrJgWL16srl27mtq++uor9enTR8nJyZn6h4eHa8KECZnalyxZIkdHx3t4GgAAAACQkpKS1K1bN8XHx8vV1bWgy8mT5ORkxcTEqGLFirK3t7/n66Qbjdp17bou3kyTRzFb1Xd3VhELhQTXrl1T8eLFFR0drSZNmmTZx9fXV2fPnjV99vHx0ZkzZ3T69GkNHTpUu3btUmJioqpVq6Zp06YpJCTE7NzBgwdr8ODBkm7NoFq4cKHWrl2r9evXq2zZspo5c6aee+45SbdW8TRr1kxXr16Vu7u7JGnHjh16++23tXfvXpUqVUrPP/+8pk2bJicnJ0nSRx99pFmzZun333+Xm5ubnnrqKa1YsUKStGLFCk2YMEGnTp2So6OjgoKC9P3335vO/afBgwfr0KFD+vHHH7Mch4iICL388stmbYsWLVKvXr0UHx+vt956S6tWrVJycrKCg4M1a9YsBQYGmvr+8MMPCg8P1y+//KIyZcqoZ8+eeuedd2Rra2sam5UrV6pdu3bZ/bgyKVGihN577z316dNHRqNRZcqU0eDBgzVy5EhJtyaOeHp6avr06erfv7/pvEOHDunZZ5/V3r175e3tnef74t7k5XdEoZj59MYbb2j16tXaunVrjsGTJHl7e8vHx0cnT57Mto+Xl1emWU4XL17MNBvqtlGjRmno0KGmzwkJCSpfvrxatGiRp38gUlNTFRUVpdDQUBUtWjTX5+HeMebWxXhbH2NufYy5dTHe1seYWx9jbl2Fbbxvr6p4VK29dE1jTv6p2JT/nwHmbVdUk/3L6pnS7vl+P2dnZzk7O2vVqlWqX79+lqtl9u7dKw8PDy1atEgtW7ZUkSJFJEnXr19X69atNXnyZNnb22vx4sVq06aNjh8/rgoVKmR7zwkTJmjGjBl67733NG/ePL344os6e/ZslnsVHzlyRGFhYZo0aZI+++wzXbp0Sa+//rpef/11LVq0SPv27dOgQYP073//Ww0bNtSVK1e0bds2SbcmYnTt2lUzZszQ888/r7///lvbtm1TdvNJvLy8tGTJEv38889mq4tu69Kli37++WetW7dOGzdulCS5ubnJaDTqmWeeUYkSJRQZGSk3Nzd98sknat68uU6cOKESJUpo/fr1eumllzR37lw99dRTOn36tGk54vjx4+/yU8osPT1d33zzjRITE9WgQQNJUkxMjOLi4sy21LGzs1OTJk20Y8cOU/iUlJSkrl27av78+fLy8srzvWEdBRo+GY1GvfHGG1q5cqWio6NVsWLFu55z+fJl/f777/L29s62T4MGDRQVFaUhQ4aY2jZs2KCGDRtm2d/Ozi7LX0pFixa9p3+w7vU83DvG3LoYb+tjzK2PMbcuxtv6GHPrY8ytq7CMd2GooaCsvXRNr/x8RndGI3EpqXrl5zP69HHffA+gbG1tFRERob59+2rBggWqXbu2mjRpohdeeEE1a9aU9P9L59zd3c3CisDAQLOZPZMnT9bKlSu1evVqvf7669nes1evXqZVN1OnTtW8efO0Z88etWzZMlPf9957T926dTPNnPL399fcuXPVpEkTffzxxzp37pycnJz07LPPysXFRT4+PgoKCpJ0K3xKS0tT+/bt5ePjI0kKCAjItq433nhD27ZtU0BAgHx8fFS/fn21aNFCL774ouzs7OTg4CBnZ2fZ2tqajcPmzZt15MgRXbx40fR38vvvv69Vq1ZpxYoV6tevn6ZMmaK3335bPXv2lCRVqlRJkyZN0ogRI/IUPh05ckQNGjRQcnKynJ2dtXLlSlWvXl2STBNKstpS558z14YMGaKGDRuqbdu2ub4vrK9ANxwfOHCgvvzySy1ZskQuLi6Ki4tTXFycbty4IelW8jx8+HDt3LlTZ86cUXR0tNq0aWOamnhbjx49NGrUKNPnN998Uxs2bND06dP166+/avr06dq4caPp/+AAAAAAAMtJNxo15uSfmYInSaa2sSf/VLoFdoHp0KGDzp8/r9WrVyssLEzR0dGqXbu2IiIicjwvMTFRI0aMUPXq1eXu7i5nZ2f9+uuvOnfuXI7n3Q61JMnJyUkuLi7ZviRr//79ioiIMM3QcnZ2VlhYmDIyMhQTE6PQ0FD5+PioUqVK6t69u7766islJSVJuhWONW/eXAEBAerUqZMWLlyoq1evZluXk5OT1q5dq1OnTmnMmDFydnbWsGHDVLduXdM1s6vx+vXrKlmypFmdMTExOn36tKnPxIkTzY737dtXsbGxOV77TlWrVtXBgwe1a9cuvfbaa+rZs6eOHj1q1ufOfZyMRqOpbfXq1dq8eTNvtn8AFGj49PHHHys+Pl5NmzaVt7e36WvZsmWSpCJFiujIkSNq27atqlSpop49e6pKlSrauXOn2eZi586dU2xsrOlzw4YNtXTpUi1atEg1a9ZURESEli1bpnr16ln9GQEAAADgUbPr2nWzpXZ3Mko6n5KqXdeuW+T+9vb2Cg0N1bhx47Rjxw716tXrrjNy3nrrLX377beaMmWKtm3bpoMHDyogIEA3b97M8bw7Z7cZDAZlZGRk2TcjI0P9+/fXwYMHTV+HDh3SyZMnVblyZbm4uOjAgQP6+uuv5e3trXHjxikwMFDXrl1TkSJFFBUVpf/85z+qXr265s2bp6pVqyomJibH+ipXrqxXXnlFn376qQ4cOKCjR4+a/ubOrkZvb2+zGg8ePKjjx4/rrbfeMvWZMGGC2fEjR47o5MmTedofrFixYvLz81NwcLCmTZumwMBAzZkzR5JMs7Fy2lJn8+bNOn36tNzd3WVra2vab6pDhw5q2rRpruuA5RX4srucODg4aP369Xe9TnR0dKa2jh07qmPHjvdaGgAAAADgHl28mZav/e5X9erVtWrVKtPnokWLKj093azPtm3b1KtXL9Mqm+vXr+vMmTP5Wkft2rX1yy+/mN7wlhVbW1uFhIQoJCRE48ePl7u7uzZv3qz27dvLYDCoUaNGatSokcaNGycfHx+tXLnSbA/jnPj6+srR0VGJiYmSboU/d45D7dq1FRcXJ1tbW/n6+mb7HMePH8/xOe6F0Wg0vYm+YsWK8vLyUlRUlGnp4c2bN7VlyxZNnz5dkvT222/rlVdeMbtGQECAZs2apTZt2uRrbbg/hWLDcQAAAADAw8OjWO7+1Mxtv9y6fPmyOnXqpN69e6tmzZpycXHRvn37NGPGDLM9gXx9fbVp0yY1atRIdnZ2Kl68uPz8/PTdd9+pTZs2MhgMGjt2bLYzmO7VyJEjVb9+fQ0cOFB9+/aVk5OTjh07pqioKM2bN09r1qzRb7/9psaNG6t48eKKjIxURkaGqlatqt27d2vTpk1q0aKFPDw8tHv3bl26dEnVqlXL8l7h4eFKSkpS69at5ePjo2vXrmnu3LlKTU1VaGioaRxiYmJ08OBBlStXTi4uLgoJCVGDBg3Url07TZ8+XVWrVtX58+cVGRmpdu3aKTg4WOPGjdOzzz6r8uXLq1OnTrKxsdHhw4d15MgRTZ48OVdjMXr0aLVq1Urly5fX33//raVLlyo6Olrr1q2TdGsG2eDBgzV16lT5+/vL399fU6dOlaOjo7p16ybp1uyorDYZr1ChQq72lIb1ED4BAAAAAPJVfXdnedsVVVxKapb7Phl066139d2d8/W+zs7OqlevnmbNmqXTp08rNTVV5cuXV9++fTV69GhTv5kzZ2ro0KFauHChypYtqzNnzmjWrFnq3bu3GjZsqFKlSmnkyJH5/rbCmjVrasuWLXrnnXf01FNPyWg0qnLlyurSpYukW5ugf/fddwoPD1dycrL8/f319ddfq0aNGjp27Ji2bt2q2bNnKyEhQT4+Ppo5c6ZatWqV5b2aNGmiDz/8UD169NCFCxdUvHhxBQUFacOGDapataqkW8vTvvvuOzVr1kzXrl3TokWL1KtXL0VGRuqdd95R7969denSJXl5ealx48am5W5hYWFas2aNJk6cqBkzZqho0aJ67LHHMs1CysmFCxfUvXt3xcbGys3NTTVr1tS6detMwZgkjRgxQjdu3NCAAQN09epV1atXTxs2bDDbhgcPBoPxbmvfHkEJCQlyc3NTfHy8XF1dc31eamqqIiMj1bp160f6rRbWxJhbF+NtfYy59THm1sV4Wx9jbn2MuXUVtvG+178tCoPk5GTFxMSoYsWKedrH57bbb7uTZBZA3d4+2hJvuwNgPXn5HVGgG44DAAAAAB5Oz5R216eP+8rLzjwE9LYrSvAEPGJYdgcAAAAAsIhnSrurZSk37bp2XRdvpsmjmK3quzuriMFw95MBPDQInwAAAAAAFlPEYFCj4uzRAzzKWHYHAAAAAAAAiyF8AgAAAAAAgMUQPgEAAAAAAMBiCJ8AAAAAAABgMYRPAAAAAAAAsBjCJwAAAAAAAFgM4RMAAAAAALng6+ur2bNn57p/dHS0DAaDrl27ZrGaCiuDwaBVq1YVdBkoJAifAAAAAAAPjYsXL6p///6qUKGC7Ozs5OXlpbCwMO3cudPU516Dkb1796pfv375WK1lffvtt6pXr57c3Nzk4uKiGjVqaNiwYabj4eHhqlWrVoHU9vHHH6tmzZpydXWVq6urGjRooP/85z9mfb777juFhYWpVKlSMhgMOnjwYJbX2rlzp55++mk5OTnJ3d1dTZs21Y0bN6zwFMgt24IuAAAAAACA/NKhQwelpqZq8eLFqlSpki5cuKBNmzbpypUr933t0qVL50OF1rFx40a98MILmjp1qp577jkZDAYdPXpUmzZtKujSJEnlypXTu+++Kz8/P0nS4sWL1bZtW/3000+qUaOGJCkxMVGNGjVSp06d1Ldv3yyvs3PnTrVs2VKjRo3SvHnzVKxYMR06dEg2Nsy1KUz4aQAAAAAALCY9w6idpy/r+4N/aufpy0rPMFrsXteuXdP27ds1ffp0NWvWTD4+Pqpbt65GjRqlZ555RtKtpXOS9Pzzz8tgMJg+nz59Wm3btpWnp6ecnZ1Vp04dbdy40ez6dy67MxgM+vTTT/X888/L0dFR/v7+Wr16dY417tixQ40bN5aDg4PKly+vQYMGKTEx0XT8o48+kr+/v+zt7eXp6amOHTuajq1YsUIBAQFycHBQyZIlFRISYnbuP61Zs0ZPPvmk3nrrLVWtWlVVqlRRu3btNG/ePElSRESEJkyYoEOHDslgMMhgMCgiIkKSFB8fr379+snDw0Ourq56+umndejQIbPr//DDD3riiSdkb2+vSpUqacKECUpLS8vx2f+pTZs2at26tapUqaIqVapoypQpcnZ21q5du0x9unfvrnHjxikkJCTb6wwZMkSDBg3S22+/rRo1asjf318dO3aUnZ1drmuB5RE+AQAAAAAsYt3PsXpy+mZ1XbhLby49qK4Ld+nJ6Zu17udYi9zP2dlZzs7OWrVqlVJSUrLss3fvXknSokWLFBsba/p8/fp1tW7dWhs3btRPP/2ksLAwtWnTRufOncvxnhMmTFDnzp11+PBhtW7dWi+++GK2s6yOHDmisLAwtW/fXocPH9ayZcu0fft2vf7665Kkffv2adCgQZo4caKOHz+udevWqXHjxpKk2NhYde3aVb1799axY8cUHR2t9u3by2jMOszz8vLSL7/8op9//jnL4126dNGwYcNUo0YNxcbGKjY2Vl26dJHRaNQzzzyjuLg4RUZGav/+/apdu7aaN29ueq7169frpZde0qBBg3T06FF98sknioiI0JQpU3Icq+ykp6dr6dKlSkxMVIMGDXJ93sWLF7V79255eHioYcOG8vT0VJMmTbR9+/Z7qgOWQ/gEAAAAAMh3636O1WtfHlBsfLJZe1x8sl778oBFAihbW1tFRERo8eLFcnd3V6NGjTR69GgdPnzY1Of20jl3d3d5eXmZPgcGBqp///4KCAiQv7+/Jk+erEqVKt11JlOvXr3UtWtX+fn5aerUqUpMTNSePXuy7Pvee++pW7duGjx4sPz9/dWwYUPNnTtXX3zxhZKTk3Xu3Dk5OTnp2WeflY+Pj4KCgjRo0CBJt8KntLQ0tW/fXr6+vgoICNCAAQPk7Oyc5b3eeOMN1alTRwEBAfL19dULL7ygzz//3BTKOTg4yNnZWba2tvLy8pKXl5ccHBz0448/6siRI/rmm28UHBwsf39/vf/++3J3d9eKFSskSVOmTNHbb7+tnj17qlKlSgoNDdWkSZP0ySef5OGndSuMc3Z2lp2dnV599VWtXLlS1atXz/X5v/32m6Rbe1f17dtX69atMwVlJ0+ezFMtsCzCJwAAAABAvkrPMGrCD0eV1Zyc220TfjhqkSV4HTp00Pnz57V69WqFhYUpOjpatWvXNi0py05iYqJGjBih6tWry93dXc7Ozvr111/vOvOpZs2apu+dnJzk4uKiixcvZtl3//79ioiIMM3QcnZ2VlhYmDIyMhQTE6PQ0FD5+PioUqVK6t69u7766islJSVJuhWONW/eXAEBAerUqZMWLlyoq1evZluXk5OT1q5dq1OnTmnMmDFydnbWsGHDVLduXdM1s6vx+vXrKlmypFmdMTExOn36tKnPxIkTzY737dtXsbGxOV77TlWrVtXBgwe1a9cuvfbaa+rZs6eOHj2a6/MzMjIkSf3799fLL7+soKAgzZo1S1WrVtXnn3+e6+vA8thwHAAAAACQr/bEXMk04+mfjJJi45O1J+aKGlQume/3t7e3V2hoqEJDQzVu3Di98sorGj9+vHr16pXtOW+99ZbWr1+v999/X35+fnJwcFDHjh118+bNHO9VtGhRs88Gg8EUitwpIyND/fv3N81m+qcKFSqoWLFiOnDggKKjo7VhwwaNGzdO4eHh2rt3r9zd3RUVFaUdO3Zow4YNmjdvnt555x3t3r1bFStWzLa+ypUrq3LlynrllVf0zjvvqEqVKlq2bJlefvnlbGv09vZWdHR0pmPu7u6mPhMmTFD79u0z9bG3t8+2ljsVK1bMtOF4cHCw9u7dqzlz5uR6BpW3t7ckZZotVa1atbuGhrAuwicAAAAAQL66+Hf2wdO99Ltf1atX16pVq0yfixYtqvT0dLM+27ZtU69evfT8889LurUH1JkzZ/K1jtq1a+uXX34xBS5ZsbW1VUhIiEJCQjR+/Hi5u7tr8+bNat++vQwGgxo1aqRGjRpp3Lhx8vHx0cqVKzV06NBc3d/X11eOjo6mTcqLFSuWaRxq166tuLg42dramjZjz+o5jh8/nuNz3Auj0ZjtXl1Z8fX1VZkyZXT8+HGz9hMnTqhVq1b5WhvuD+ETAAAAACBfebjkbvZLbvvl1uXLl9WpUyf17t1bNWvWlIuLi/bt26cZM2aobdu2pn6+vr7atGmTGjVqJDs7OxUvXlx+fn767rvv1KZNGxkMBo0dOzbbGUz3auTIkapfv74GDhyovn37ysnJSceOHVNUVJTmzZunNWvW6LffflPjxo1VvHhxRUZGKiMjQ1WrVtXu3bu1adMmtWjRQh4eHtq9e7cuXbqkatWqZXmv8PBwJSUlqXXr1vLx8dG1a9c0d+5cpaamKjQ01DQOMTExOnjwoMqVKycXFxeFhISoQYMGateunaZPn66qVavq/PnzioyMVLt27RQcHKxx48bp2WefVfny5dWpUyfZ2Njo8OHDOnLkiCZPnpyrsRg9erRatWql8uXL6++//9bSpUsVHR2tdevWmfpcuXJF586d0/nz5yXJFDLd3qPKYDDorbfe0vjx4xUYGKhatWpp8eLF+vXXX037U6FwIHwCAAAAAOSruhVLyNvNXnHxyVnu+2SQ5OVmr7oVS+TrfZ2dnVWvXj3NmjVLp0+fVmpqqsqXL6++fftq9OjRpn4zZ87U0KFDtXDhQpUtW1ZnzpzRrFmz1Lt3bzVs2FClSpXSyJEjlZCQkK/11axZU1u2bNE777yjp556SkajUZUrV1aXLl0k3VrW9t133yk8PFzJycny9/fX119/rRo1aujYsWPaunWrZs+erYSEBPn4+GjmzJnZzvBp0qSJPvzwQ/Xo0UMXLlxQ8eLFFRQUpA0bNqhq1aqSbu2P9d1336lZs2a6du2aFi1apF69eikyMlLvvPOOevfurUuXLsnLy0uNGzeWp6enJCksLExr1qzRxIkTNWPGDBUtWlSPPfaYXnnllVyPxYULF9S9e3fFxsbKzc1NNWvW1Lp160zBmCStXr3abHngCy+8IEkaP368wsPDJUmDBw9WcnKyhgwZoitXrigwMFBRUVGqXLly7n8wsDiDMbv3Mj7CEhIS5Obmpvj4eLm6uub6vNTUVEVGRqp169aZ1v3CMhhz62K8rY8xtz7G3LoYb+tjzK2PMbeuwjbe9/q3RWGQnJysmJgYVaxYMU/7+Nx2+213kswCKMP//vfjl2qr5ePe918ogAKRl98RvO0OAAAAAJDvWj7urY9fqi0vN/M/Sr3c7AmegEcMy+4AAAAAABbR8nFvhVb30p6YK7r4d7I8XG4ttStiY7j7yQAeGoRPAAAAAACLKWJjUIPKJQu6DAAFiGV3AAAAAAAAsBjCJwAAAAAAAFgM4RMAAAAAAAAshvAJAAAAAAAAFkP4BAAAAAAAAIshfAIAAAAAAIDFED4BAAAAAADAYgifAAAAAACPjPDwcNWqVcsq92ratKkGDx5slXtlZezYserXr1+B3f+2Xr16qV27dha9R0pKiipUqKD9+/db9D64N4RPAAAAAICHgsFgyPGrV69eGj58uDZt2mQ6x5LByHfffadJkyZZ5Np3c+HCBc2ZM0ejR482a4+Li9Obb74pPz8/2dvby9PTU08++aQWLFigpKSkAqk1N3r16pXp51m/fn3TcTs7Ow0fPlwjR44swCqRHduCLgAAAAAA8BDLSJfO7pCuX5CcPSWfhpJNEYvcKjY21vT9smXLNG7cOB0/ftzU5uDgIGdnZzk7O1vk/ncqUaKEVe6Tlc8++0wNGjSQr6+vqe23335To0aN5O7urqlTpyogIEBpaWk6ceKEPv/8c5UpU0bPPfdcltdLTU1V0aJFrVR91lq2bKlFixaZPhcrVszs+Isvvqi33npLx44dU7Vq1axdHnLAzCcAAAAAgGUcXS3Nflxa/Kz0bZ9b/zv78VvtFuDl5WX6cnNzk8FgyNT2z2V34eHhWrx4sb7//nvTbJro6GhJ0siRI1WlShU5OjqqUqVKGjt2rFJTU033un2df//73/L19ZWbm5teeOEF/f3336Y+dy67MxgMWrVqlVnN7u7uioiIkCSdOXNGBoNBy5cv11NPPSUHBwfVqVNHJ06c0N69exUcHCxnZ2e1bNlSly5dynEsli5dmilIGjBggGxtbbVv3z517txZ1apVU0BAgDp06KC1a9eqTZs2ZrUuWLBAbdu2lZOTkyZPnqz09HT16dNHFStWlIODg6pWrao5c+aY3SM9PV1Dhw6Vu7u7SpYsqREjRshoNJr1MRqNmjFjhipVqiQHBwcFBgZqxYoVOT6PdGt20z9/nneGeyVLllTDhg319ddf3/VasC7CJwAAAABA/ju6WlreQ0o4b96eEHur3UIBVF4MHz5cnTt3VsuWLRUbG6vY2Fg1bNhQkuTi4qKIiAgdPXpUc+bM0cKFCzVr1iyz80+fPq1Vq1ZpzZo1WrNmjbZs2aJ33333vusaP368xowZowMHDsjW1lZdu3bViBEjNGfOHG3btk2nT5/WuHHjsj3/6tWr+vnnnxUcHGxqu3z5sjZs2KCBAwfKyckpy/MMBkOmOtq2basjR46od+/eysjIULly5bR8+XIdPXpU48aN0+jRo7V8+XLTOTNnztTnn3+uzz77TNu3b9eVK1e0cuVKs+uOGTNGixYt0scff6xffvlFQ4YM0UsvvaQtW7bkOC7R0dHy8PBQlSpV1LdvX128eDFTn7p162rbtm05XgfWx7I7AAAAAED+ykiX1o2UZMzioFGSQVr3tvTYMxZbgpcbzs7OcnBwUEpKiry8vMyOjRkzxvS9r6+vhg0bpmXLlmnEiBGm9oyMDEVERMjFxUWS1L17d23atElTpky5r7qGDx+usLAwSdKbb76prl27atOmTWrUqJEkqU+fPqbZUlk5e/asjEajypQpY2o7deqUjEajqlatata3VKlSSk5OliQNHDhQ06dPNx3r1q2bevfubdZ/woQJpu8rVqyoHTt2aPny5ercubMkafbs2Ro1apQ6dOggSVqwYIHWr19vOicxMVEffPCBNm/erAYNGkiSKlWqpO3bt+uTTz5RkyZNsnymVq1aqVOnTvLx8VFMTIzGjh2rp59+Wvv375ednZ2pX9myZXXmzJlsxwYFg/AJAAAAAJC/zu7IPOPJjFFK+PNWv4pPWa2svFixYoVmz56tU6dO6fr160pLS5Orq6tZH19fX1PwJEne3t5ZzsbJq5o1a5q+9/T0lCQFBASYteV0nxs3bkiS7O3tMx27c3bTnj17lJGRoRdffFEpKSlmx/45c+q2BQsW6NNPP9XZs2d148YN3bx507SMMT4+XrGxsaZQSZJsbW0VHBxsWnp39OhRJScnKzQ01Oy6N2/eVFBQULbP1KVLF9P3jz/+uIKDg+Xj46O1a9eqffv2pmMODg6FeuP0RxXhEwAAAAAgf12/kL/9rGzXrl164YUXNGHCBIWFhcnNzU1Lly7VzJkzzfrduQG3wWBQRkZGttc1GAyZ9j/65z5SWV33dlh0Z1tO9ylVqpSkW8vvSpcuLUny8/OTwWDQr7/+ata3UqVKkm6FNne6c3ne8uXLNWTIEM2cOVMNGjSQi4uL3nvvPe3evTvbWu50u+61a9eqbNmyZsf+OYPpbry9veXj46OTJ0+atV+5csX0zCg8CJ8AAAAAAPnL2TN/+1lQsWLFlJ6ebtb23//+Vz4+PnrnnXdMbWfPnr3ve5UuXdrsjXwnT560yCydypUry9XVVUePHlWVKlUk3dqMOzQ0VPPnz9cbb7yR7b5POdm2bZsaNmyoAQMGmNpOnz5t+t7NzU3e3t7atWuXGjduLElKS0vT/v37Vbt2bUlS9erVZWdnp3PnzmW7xC43Ll++rN9//13e3t5m7T///HOOM6hQMNhwHAAAAACQv3waSq5lJBmy6WCQXMve6lfAfH19dfjwYR0/flx//fWXUlNT5efnp3Pnzmnp0qU6ffq05s6dm2nT7Hvx9NNPa/78+Tpw4ID27dunV199NdPsqfxgY2OjkJAQbd++3az9o48+UlpamoKDg7Vs2TIdO3ZMx48f15dffqlff/1VRYrkvP+Wn5+f9u3bp/Xr1+vEiRMaO3as9u7da9bnzTff1LvvvquVK1fq119/1YABA3Tt2jXTcRcXFw0fPlxDhgzR4sWLdfr0af3000/68MMPtXjx4izve/36dQ0fPlw7d+7UmTNnFB0drTZt2qhUqVJ6/vnnzfpu27ZNLVq0yMNowRoInwAAAAAA+cumiNTy9sbVdwZQ//vc8t0C3Wz8tr59+6pq1aoKDg5W6dKl9d///ldt27bVkCFD9Prrr6tWrVrasWOHxo4de9/3mjlzpsqXL6/GjRurW7duGj58uBwdHfPhKTLr16+fli5darY8r3Llyvrpp58UEhKiUaNGKTAwUMHBwZo3b56GDx+uSZMm5XjNV199Ve3bt1eXLl1Ur149Xb582WwWlCQNGzZMPXr0UK9evUxL8+4MiCZNmqRx48Zp2rRpqlatmsLCwvTDDz+oYsWKWd63SJEiOnLkiNq2basqVaqoZ8+eqlKlinbu3Gm259bOnTsVHx+vjh075nW4YGEG450LTqGEhAS5ubkpPj4+04ZyOUlNTVVkZKRat25tkfQamTHm1sV4Wx9jbn2MuXUx3tbHmFsfY25dhW287/Vvi8IgOTlZMTExqlixYpYbV+fK0dW33nr3z83HXcveCp6qP5c/hSJLRqNR9evX1+DBg9W1a9eCLscqOnXqpKCgII0ePbqgS3kk5OV3BHs+AQAAAAAso/pz0mPP3Hqr3fULt/Z48mlYKGY8PewMBoP+9a9/6fDhwwVdilWkpKQoMDBQQ4YMKehSkAXCJwAAAACA5dgUkSo+VdBVPJICAwMVGBhY0GVYhZ2dncaMGVPQZSAb7PkEAAAAAAAAiyF8AgAAAAAAgMUQPgEAAAAAAMBiCJ8AAAAAAABgMYRPAAAAAAAAsBjCJwAAAAAAAFgM4RMAAAAAAAAshvAJAAAAAPDICA8PV61ataxyr6ZNm2rw4MFWuVdWxo4dq379+hXY/W/r1auX2rVrZ9F7pKSkqEKFCtq/f79F74N7Q/gEAAAAAHgoGAyGHL969eql4cOHa9OmTaZzLBmMfPfdd5o0aZJFrn03Fy5c0Jw5czR69Giz9ri4OL355pvy8/OTvb29PD099eSTT2rBggVKSkoqkFrvJjU1VSNHjlRAQICcnJxUpkwZ9ejRQ+fPnzf1sbOz0/DhwzVy5MgCrBTZsS3oAgAAAAAAD6/0jHQduHhAl5IuqbRjadX2qK0iNkUscq/Y2FjT98uWLdO4ceN0/PhxU5uDg4OcnZ3l7OxskfvfqUSJEla5T1Y+++wzNWjQQL6+vqa23377TY0aNZK7u7umTp2qgIAApaWl6cSJE/r8889VpkwZPffcc1leLzU1VUWLFrVS9eaSkpJ04MABjR07VoGBgbp69aoGDx6s5557Tvv27TP1e/HFF/XWW2/p2LFjqlatWoHUiqwx8wkAAAAAYBEbz25U2Ldh6r2+t0ZuG6ne63sr7NswbTy70SL38/LyMn25ubnJYDBkavvnsrvw8HAtXrxY33//vWl2VHR0tCRp5MiRqlKlihwdHVWpUiWNHTtWqamppnvdvs6///1v+fr6ys3NTS+88IL+/vtvU587l90ZDAatWrXKrGZ3d3dFRERIks6cOSODwaDly5frqaeekoODg+rUqaMTJ05o7969Cg4OlrOzs1q2bKlLly7lOBZLly7NFCQNGDBAtra22rdvnzp37qxq1aopICBAHTp00Nq1a9WmTRuzWhcsWKC2bdvKyclJkydPVnp6uvr06aOKFSvKwcFBVatW1Zw5c8zukZ6erqFDh8rd3V0lS5bUiBEjZDQazfoYjUbNmDFDlSpVkoODgwIDA7VixYpsn8XNzU1RUVHq3Lmzqlatqvr162vevHnav3+/zp07Z+pXsmRJNWzYUF9//XWOYwPrI3wCAAAAAOS7jWc3amj0UF1IumDWfjHpooZGD7VYAJUXw4cPV+fOndWyZUvFxsYqNjZWDRs2lCS5uLgoIiJCR48e1Zw5c7Rw4ULNmjXL7PzTp09r1apVWrNmjdasWaMtW7bo3Xffve+6xo8frzFjxujAgQOytbVV165dNWLECM2ZM0fbtm3T6dOnNW7cuGzPv3r1qn7++WcFBweb2i5fvqwNGzZo4MCBcnJyyvI8g8GQqY62bdvqyJEj6t27tzIyMlSuXDktX75cR48e1bhx4zR69GgtX77cdM7MmTP1+eef67PPPtP27dt15coVrVy50uy6Y8aM0aJFi/Txxx/rl19+0ZAhQ/TSSy9py5YtuR6j+Ph4GQwGubu7m7XXrVtX27Zty/V1YB0suwMAAAAA5Kv0jHS9u+ddGWXMdMwoowwyaPqe6WpWvpnFluDlhrOzsxwcHJSSkiIvLy+zY2PGjDF97+vrq2HDhmnZsmUaMWKEqT0jI0MRERFycXGRJHXv3l2bNm3SlClT7quu4cOHKywsTJL05ptvqmvXrtq0aZMaNWokSerTp49ptlRWzp49K6PRqDJlypjaTp06JaPRqKpVq5r1LVWqlJKTkyVJAwcO1PTp003HunXrpt69e5v1nzBhgun7ihUraseOHVq+fLk6d+4sSZo9e7ZGjRqlDh06SJIWLFig9evXm85JTEzUBx98oM2bN6tBgwaSpEqVKmn79u365JNP1KRJk7uOT3Jyst5++21169ZNrq6uZsfKli2rM2fO3PUasC7CJwAAAABAvjpw8UCmGU//ZJRRcUlxOnDxgOp41bFiZbm3YsUKzZ49W6dOndL169eVlpaWKejw9fU1BU+S5O3trYsXL973vWvWrGn63tPTU5IUEBBg1pbTfW7cuCFJsre3z3TsztlNe/bsUUZGhl588UWlpKSYHfvnzKnbFixYoE8//VRnz57VjRs3dPPmTdMyxvj4eMXGxppCJUmytbVVcHCwaend0aNHlZycrNDQULPr3rx5U0FBQdk+022pqal64YUXlJGRoY8++ijTcQcHh0K7cfqjjPAJAAAAAJCvLiXlvB9RXvtZ265du/TCCy9owoQJCgsLk5ubm5YuXaqZM2ea9btzA26DwaCMjIxsr2swGDLtf/TPfaSyuu7tsOjOtpzuU6pUKUm3lt+VLl1akuTn5yeDwaBff/3VrG+lSpUk3Qpt7nTn8rzly5dryJAhmjlzpho0aCAXFxe999572r17d7a13Ol23WvXrlXZsmXNjtnZ2eV4bmpqqjp37qyYmBht3rw5UxgoSVeuXDE9MwoPwicAAAAAQL4q7Zi7P/5z28+SihUrpvT0dLO2//73v/Lx8dE777xjajt79ux936t06dJmb+Q7efKkRWbpVK5cWa6urjp69KiqVKki6dZm3KGhoZo/f77eeOONbPd9ysm2bdvUsGFDDRgwwNR2+vRp0/dubm7y9vbWrl271LhxY0lSWlqa9u/fr9q1a0uSqlevLjs7O507dy5XS+xuux08nTx5Uj/++KNKliyZZb+ff/45VzOoYF1sOA4AAAAAyFe1PWrL09FTBhmyPG6QQV6OXqrtUdvKlWXm6+urw4cP6/jx4/rrr7+UmpoqPz8/nTt3TkuXLtXp06c1d+7cTJtm34unn35a8+fP14EDB7Rv3z69+uqrmWZP5QcbGxuFhIRo+/btZu0fffSR0tLSFBwcrGXLlunYsWM6fvy4vvzyS/36668qUiTn/bf8/Py0b98+rV+/XidOnNDYsWO1d+9esz5vvvmm3n33Xa1cuVK//vqrBgwYoGvXrpmOu7i4aPjw4RoyZIgWL16s06dP66efftKHH36oxYsXZ3nftLQ0dezYUfv27dNXX32l9PR0xcXFKS4uTjdv3jTru23bNrVo0SIPowVrIHwCAAAAAOSrIjZF9HbdtyUpUwB1+/PIuiMLdLPx2/r27auqVasqODhYpUuX1n//+1+1bdtWQ4YM0euvv65atWppx44dGjt27H3fa+bMmSpfvrwaN26sbt26afjw4XJ0dMyHp8isX79+Wrp0qdnyvMqVK+unn35SSEiIRo0apcDAQAUHB2vevHkaPny4Jk2alOM1X331VbVv315dunRRvXr1dPnyZbNZUJI0bNgw9ejRQ7169TItzXv++efN+kyaNEnjxo3TtGnTVK1aNYWFhemHH35QxYoVs7zvH3/8odWrV+uPP/5QrVq15O3tbfrasWOHqd/OnTsVHx+vjh075nW4YGEG450LTqGEhAS5ubkpPj4+yzWk2UlNTVVkZKRat25tkfQamTHm1sV4Wx9jbn2MuXUx3tbHmFsfY25dhW287/Vvi8IgOTlZMTExqlixYpYbV+fGxrMb9e6ed802H/dy9NLIuiMV4hOSX6UiC0ajUfXr19fgwYPVtWvXgi7HKjp16qSgoCCNHj26oEt5JOTldwR7PgEAAAAALCLEJ0TNyjfTgYsHdCnpkko7llZtj9qFYsbTw85gMOhf//qXDh8+XNClWEVKSooCAwM1ZMiQgi4FWSjQZXfTpk1TnTp15OLiIg8PD7Vr107Hjx83HU9NTdXIkSMVEBAgJycnlSlTRj169ND58+dzvG5ERIQMBkOmr+TkZEs/EgAAAADgH4rYFFEdrzpqXam16njVIXiyosDAQHXv3r2gy7AKOzs7jRkzJsu39qHgFWj4tGXLFg0cOFC7du1SVFSU0tLS1KJFCyUmJkqSkpKSdODAAY0dO1YHDhzQd999pxMnTui5556767VdXV0VGxtr9nWvU0UBAAAAAABwbwp02d26devMPi9atEgeHh7av3+/GjduLDc3N0VFRZn1mTdvnurWratz586pQoUK2V7bYDDIy8vLInUDAAAAAAAgdwrVnk/x8fGSpBIlSuTYx2AwyN3dPcdrXb9+XT4+PkpPT1etWrU0adIkBQUFZdk3JSVFKSkpps8JCQmSbi37S01NzXX9t/vm5RzcH8bcuhhv62PMrY8xty7G2/oYc+tjzK2rsI13YakDAApSoXnbndFoVNu2bXX16lVt27Ytyz7Jycl68skn9dhjj+nLL7/M9lq7du3SqVOnFBAQoISEBM2ZM0eRkZE6dOiQ/P39M/UPDw/XhAkTMrUvWbLEYq+9BAAAAPDwS0pKUrdu3R7Zt90BeHjl5XdEoQmfBg4cqLVr12r79u0qV65cpuOpqanq1KmTzp07p+jo6Dz94s7IyFDt2rXVuHFjzZ07N9PxrGY+lS9fXn/99Vee7pOamqqoqCiFhoYWite6PgoYc+tivK2PMbc+xty6GG/rY8ytjzG3rsI23gkJCSpVqhThE4CHTl5+RxSKZXdvvPGGVq9era1bt2YbPHXu3FkxMTHavHlznn9p29jYqE6dOjp58mSWx+3s7GRnZ5epvWjRovf0D9a9nod7x5hbF+NtfYy59THm1sV4Wx9jbn2MuXUVlvEuDDUAQEEr0LfdGY1Gvf766/ruu++0efNmVaxYMVOf28HTyZMntXHjRpUsWfKe7nPw4EF5e3vnR9kAAAAAAADIpQINnwYOHKgvv/xSS5YskYuLi+Li4hQXF6cbN25IktLS0tSxY0ft27dPX331ldLT0019bt68abpOjx49NGrUKNPnCRMmaP369frtt9908OBB9enTRwcPHtSrr75q9WcEAAAAAFhXr169ZDAYTF8lS5ZUy5Ytdfjw4YIuDXgkFWj49PHHHys+Pl5NmzaVt7e36WvZsmWSpD/++EOrV6/WH3/8oVq1apn12bFjh+k6586dU2xsrOnztWvX1K9fP1WrVk0tWrTQn3/+qa1bt6pu3bpWf0YAAAAAeJQZ09OVuHuP4tesVeLuPTKmp1vlvi1btlRsbKxiY2O1adMm2dra6tlnn822P28mBCynwJfdZfXVq1cvSZKvr2+2fZo2bWq6TnR0tCIiIkyfZ82apbNnzyolJUUXL17U+vXr1aBBA+s+HAAAAAA84hI2bNCp5iE617Onzg8frnM9e+pU8xAlbNhg8Xvb2dnJy8tLXl5eqlWrlkaOHKnff/9dly5d0pkzZ2QwGLR8+XI1bdpU9vb2+vLLL3X58mV17dpV5cqVk6OjowICAvT111+bXXfFihUKCAiQg4ODSpYsqZCQECUmJkq69bdp3bp15eTkJHd3dzVq1Ehnz561+LMChV2eNhw3Go3asmWLtm3bpjNnzigpKUmlS5dWUFCQQkJCVL58eUvVCQAAAAB4gCRs2KA/3xws3fGC9bQLF261z5kt1xYtrFLL9evX9dVXX8nPz08lS5Y0hUUjR47UzJkztWjRItnZ2Sk5OVlPPPGERo4cKVdXV61du1bdu3dXpUqVVK9ePcXGxqpr166aMWOGnn/+ef3999/atm2bjEaj0tLS1K5dO/Xt21dff/21bt68qT179shgMFjlGYHCLFfh040bNzRr1ix99NFHunz5sgIDA1W2bFk5ODjo1KlTWrVqlfr27asWLVpo3Lhxql+/vqXrBgAAAAAUUsb0dF2YOi1T8HTroFEyGHRh6jS5NG8uQ5EiFqlhzZo1cnZ2liQlJibK29tba9askY3N/y8AGjx4sNq3b2923vDhw03fv/HGG1q3bp2++eYbU/iUlpam9u3by8fHR5IUEBAgSbpy5Yri4+P17LPPqnLlypKkatWqWeTZgAdNrsKnKlWqqF69elqwYIHCwsKyfF3o2bNntWTJEnXp0kVjxoxR3759871YAAAAAEDhl7Rvv9Li4rLvYDQqLS5OSfv2y6meZfbmbdasmT7++GNJt4Khjz76SK1atdKePXtMfYKDg83OSU9P17vvvqtly5bpzz//VEpKilJSUuTk5CRJCgwMVPPmzRUQEKCwsDC1aNFCHTt2VPHixVWiRAn16tVLYWFhCg0NVUhIiDp37sxb1wHlcs+n//znP1qxYoWeffbZLIMnSfLx8dGoUaN08uRJs/2YAAAAAACPlrRLl/K1371wcnKSn5+f/Pz8VLduXX322WdKTEzUwoULzfr808yZMzVr1iyNGDFCmzdv1sGDBxUWFmZ623qRIkUUFRWl//znP6pevbrmzZunqlWrKiYmRpK0aNEi7dy5Uw0bNtSyZctUpUoV7dq1y2LPCDwochU+Pf7447m+YLFixeTv73/PBQEAAAAAHmy2pUvna7/8YDAYZGNjoxs3bmTbZ9u2bWrbtq1eeuklBQYGqlKlSjp58mSm6zRq1EgTJkzQTz/9pGLFimnlypWm40FBQRo1apR27Nihxx9/XEuWLLHYMwEPilwtuzt8+LAef/xx2djY6PDhwzn2rVmzZr4UBgAAAAB4MDkGPyFbLy+lXbiQ9b5PBoNsPT3lGPyExWpISUlR3P+W/l29elXz58/X9evX1aZNm2zP8fPz07fffqsdO3aoePHi+uCDDxQXF2fau2n37t3atGmTWrRoIQ8PD+3evVuXLl1StWrVFBMTo3/961967rnnVKZMGR0/flwnTpxQjx49LPaMwIMiV+FTrVq1FBcXJw8PD9WqVUsGg0HGf/wCuf3ZYDAoPT3dYsUCAAAAAAo/Q5Ei8hw96tZb7QwG8wDqf29/8xw9ymKbjUvSunXrTPstubi46LHHHtM333yjpk2b6syZM1meM3bsWMXExCgsLEyOjo7q16+f2rVrp/j4eEmSq6urtm7dqtmzZyshIUE+Pj6aOXOmWrVqpQsXLujXX3/V4sWLdfnyZXl7e+v1119X//79LfaMwIMiV+FTTEyMSv9vOuTttawAAAAAAGTHtUULac5sXZg6zWzzcVtPT3mOHnXruIVEREQoIiIi2+O+vr5mEypuK1GihFatWpXtedWqVdO6deuyPObp6Wm2/A7A/8tV+HT7FZJ3fg8AAAAAQHZcW7SQS/Pmt95+d+mSbEuXlmPwExad8QSg8MnVhuP/tHjxYq1du9b0ecSIEXJ3d1fDhg119uzZfC0OAAAAAPBgMxQpIqd6deX27DNyqleX4Al4BOU5fJo6daocHBwkSTt37tT8+fM1Y8YMlSpVSkOGDMn3AgEAAAAAAPDgytWyu3/6/fff5efnJ0latWqVOnbsqH79+qlRo0Zq2rRpftcHAAAAAACAB1ieZz45Ozvr8uXLkqQNGzYoJCREkmRvb68bN27kb3UAAAAAAAB4oOV55lNoaKheeeUVBQUF6cSJE3rmmWckSb/88ot8fX3zuz4AAAAAAAA8wPI88+nDDz9UgwYNdOnSJX377bcqWbKkJGn//v3q2rVrvhcIAAAAAACAB1eeZz45Ojpq/vz5mdonTJigv/76K1+KAgAAAAAAwMMhzzOfOnfurIyMjEztFy5cYMNxAAAAAAAAmMlz+BQbG6s+ffqYtcXFxalp06Z67LHH8q0wAAAAAAAAPPjyHD5FRkZqz549GjJkiCTpzz//VJMmTRQQEKDly5fne4EAAAAAAORVXFyc3njjDVWqVEl2dnYqX7682rRpo02bNhV0acAjJ897PpUsWVLr16/Xk08+KUlau3atateura+++ko2NnnOsgAAAAAAD7GMDKNiT15TYkKKnFzt5O3vLhsbg0XveebMGTVq1Eju7u6aMWOGatasqdTUVK1fv14DBw7Ur7/+atH73w+j0aj09HTZ2ub5z3Wg0LqntKhcuXKKiorSkiVLVLduXX399dcqUqRIftcGAAAAAHiAnf7por4YvUOrZv2kqM+OatWsn/TF6B06/dNFi953wIABMhgM2rNnjzp27KgqVaqoRo0aGjp0qHbt2iVJOnfunNq2bStnZ2e5urqqc+fOunDhguka4eHhqlWrlj755BOVL19ejo6O6tSpk65du2bq06tXL7Vr104TJkyQh4eHXF1d1b9/f928edPUx2g0asaMGapUqZIcHBwUGBioFStWmI5HR0fLYDBo/fr1Cg4Olp2dnbZt22bR8QGsLVdRavHixWUwZE6mk5KS9MMPP6hkyZKmtitXruRfdQAAAACAB9Lpny5q3Sc/Z2pPvJaidZ/8rJb9H1flII98v++VK1e0bt06TZkyRU5OTpmOu7u7y2g0ql27dnJyctKWLVuUlpamAQMGqEuXLoqOjjb1PXXqlJYvX64ffvhBCQkJ6tOnjwYOHKivvvrK1GfTpk2yt7fXjz/+qDNnzujll19WqVKlNGXKFEnSmDFj9N133+njjz+Wv7+/tm7dqpdeekmlS5dWkyZNTNcZMWKE3n//fVWqVEnu7u75Pi5AQcpV+DR79mwLlwEAAAAAeFhkZBi1bdnJHPtsX35SFQNL5/sSvFOnTsloNOb4QqyNGzfq8OHDiomJUfny5SVJ//73v1WjRg3t3btXderUkSQlJydr8eLFKleunCRp3rx5euaZZzRz5kx5eXlJkooVK6bPP/9cjo6OqlGjhiZOnKi33npLkyZN0o0bN/TBBx9o8+bNatCggSSpUqVK2r59uz755BOz8GnixIkKDQ3N17EACotchU89e/a0dB0AAAAAgIdE7MlrSryWkmOf61dTFHvymspWLZ6v9zYajZKU5eqd244dO6by5cubgidJql69utzd3XXs2DFT+FShQgVT8CRJDRo0UEZGho4fP24KnwIDA+Xo6GjW5/r16/r999918eJFJScnZwqVbt68qaCgILO24ODge3xioPDLVfiUmJiY5XTF/OoPAAAAAHh4JCbkHDzltV9e+Pv7y2Aw6NixY2rXrl2WfYxGY5bhVHbtt90+llOff/bNyMiQdOtFXWXLljU7bmdnZ/aZv6HxMMvVhuN+fn6aOnWqzp8/n20fo9GoqKgotWrVSnPnzs23AgEAAAAADxYnV7u7d8pDv7woUaKEwsLC9OGHHyoxMTHT8WvXrql69eo6d+6cfv/9d1P70aNHFR8fr2rVqpnazp07Z/Z38M6dO2VjY6MqVaqY2g4dOqQbN26YPu/atUvOzs4qV66cqlevLjs7O507d05+fn5mX/+cdQU87HI18yk6OlpjxozRhAkTVKtWLQUHB6tMmTKyt7fX1atXdfToUe3cuVNFixbVqFGj1K9fP0vXDQAAAAAopLz93eXkbpfj0jvn4nby9ne3yP0/+ugjNWzYUHXr1tXEiRNVs2ZNpaWlKSoqSh9//LGOHj2qmjVr6sUXX9Ts2bNNG443adLEbPmbvb29evbsqffff18JCQkaNGiQOnfubFpyJ91aQtenTx+NGTNGZ8+e1fjx4/X666/LxsZGLi4uGj58uIYMGaKMjAw9+eSTSkhI0I4dO+Ts7MwWN3hk5Cp8qlq1qr755hv98ccf+uabb7R161bt2LFDN27cUKlSpRQUFKSFCxeqdevWsrHJ1WQqAAAAAMBDysbGoKe6+Gf5trvbnuzsn++bjd9WsWJFHThwQFOmTNGwYcMUGxur0qVL64knntDHH38sg8GgVatW6Y033lDjxo1lY2Ojli1bat68eWbX8fPzU/v27dW6dWtduXJFrVu31kcffWTWp3nz5vL391fjxo2VkpKiF154QeHh4abjkyZNkoeHh6ZNm6bffvtN7u7uql27tkaPHm2RZwcKo1yFT7eVK1dOQ4YM0ZAhQyxVDwAAAADgIVA5yEMt+z+ubctOms2Aci5upyc7+6tykIdF7+/t7a358+dr/vz5WR6vUKGCvv/++7te57XXXtNrr72WY58JEyZowoQJWR4zGAwaNGiQBg0alOXxpk2bmjZJBx5WeQqfAAAAAADIrcpBHqoYWPrW2+8SUuTkemupnaVmPAEonAifAAAAAAAWY2NjUNmqxQu6DAAFiA2aAAAAAAC4Q3h4uA4ePJhjn4iICK1atcoq9QAPMsInAAAAAAAAWAzhEwAAAAAAACzmnvZ8unbtmvbs2aOLFy8qIyPD7FiPHj3ypTAAAAAAAAA8+PIcPv3www968cUXlZiYKBcXFxkM//+WAoPBQPgEAAAAAAAAkzwvuxs2bJh69+6tv//+W9euXdPVq1dNX1euXLFEjQAAAAAAAHhA5Tl8+vPPPzVo0CA5Ojpaoh4AAAAAAAA8RPIcPoWFhWnfvn2WqAUAAAAAgEdedHS0DAaDrl27VtClIBu9evVSu3btCroMiwoPD1etWrXy5Vq5Cp9Wr15t+nrmmWf01ltvKTw8XN9++63ZsdWrV+dLUQAAAAAA3IutW7eqTZs2KlOmjAwGg1atWpWpj9FoVHh4uMqUKSMHBwc1bdpUv/zyi+n4mTNnZDAYsvz65ptvTP18fX0zHX/77bdzrK9p06amvjY2NvL09FSnTp109uzZfBuD3Mju+W5/9erVy6r1WMJPP/2kZ599Vh4eHrK3t5evr6+6dOmiv/76676vPWfOHEVERNx/kXdx8eJF9e/fXxUqVJCdnZ28vLwUFhamnTt3mvpk9995YZKrDcezSvMmTpyYqc1gMCg9Pf2+iwIAAAAAPBwyMtL157FfdP3aVTm7F1fZajVkY1PEYvdLTExUYGCgXn75ZXXo0CHLPjNmzNAHH3ygiIgIValSRZMnT1ZoaKiOHz8uFxcXlS9fXrGxsWbn/Otf/9KMGTPUqlUrs/aJEyeqb9++ps/Ozs53rbFv376aOHGijEajzp49q8GDB+ull17Stm3b7uGJ780/n2/ZsmUaN26cjh8/bmpzcHCwWi33KzU1VUWLFjVru3jxokJCQtSmTRutX79e7u7uiomJ0erVq5WUlHTP90pPT5fBYJCbm9v9lp0rHTp0UGpqqhYvXqxKlSrpwoUL2rRp0wO353auZj5lZGTk6ovgCQAAAABw28ndO7RwYB8tnzhakXPf0/KJo7VwYB+d3L3DYvds1aqVJk+erPbt22d53Gg0avbs2XrnnXfUvn17Pf7441q8eLGSkpK0ZMkSSVKRIkXk5eVl9rVy5Up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" ] @@ -104,7 +108,7 @@ "plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n", "\n", "plt.xlabel('Cost')\n", - "plt.ylabel('Yield Strength (ksi)')\n", + "plt.ylabel(\"Young's Modulus (E^6 PSI)\")\n", "plt.title(\"Young's Modulus (E^6 PSI) vs. Cost of Metals from SendCutSend\")\n", "plt.grid(True)\n", "plt.tight_layout()\n", @@ -115,11 +119,39 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "f313f85b-02da-4dcf-a296-dd3a9fcce0c1", + "execution_count": 40, + "id": "b93f7d64-a054-4380-8687-d00a00ae8079", "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": 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ds64/9bMlPDzcfP7552blypWmatWqxtXV1QwbNszUqFHDLFmyxCxdutQUL17cBAcHm/j4+Du+5qNHjzaSTLt27cymTZvu2H/u3LnGYrGY5s2bmyVLlpjly5ebJk2aGGdnZ7N+/XprP3u/F1JSUszTTz9t3N3dzZgxY8zatWvN8OHDTdGiRW1ejxs3bhhPT09TtWrVO+7LrW5/PW89hqnjLDo62vo58+GHH1rHT3R0tDHm5uewj4+PmTRpkjl48KDNv0VulZycbBo2bGi8vLzMiBEjzLp168wnn3xiHnroIVO6dGmbY2rv98P+/fuNp6enKV26tPn888/NN998Yxo0aGAKFSpkJJmjR4/afSwA4J9CCAXAIc6fP2+efPJJI8lIMq6urqZ69epm3LhxaYKEsLAwY7FYzJ49e2za69WrZ3x9fc3Vq1eNMTf/KHRycrIGDqm++uorI8msXLnSGGPM999/bySZIUOG3LHGW0OoW2tp3LixTVt6f8Q/88wzxt/f3/qP0MwYOXKkcXNzsx6bIkWKmFdffdX88ssvNv3+/e9/Z/iPyLCwMOPs7GwOHTpk096jRw/j7e1tjh8/btP+7rvvGknWP7pS96lMmTLmxo0b1n7bt283ksznn39ujLn5j+aQkJA0/6g/fvy4cXV1tflj+dy5cxn+gz71j42JEyfatPfs2dN4eHhk+I/2VI0aNTIlS5ZM035rCLVu3Trj6+trXnjhBZOQkJDu9m9l77jLChlt38PDw+a1SkhIMIGBgaZHjx53XeeePXuMJLNz58479rtTCPXmm2/a9J0/f76RZObNm2fTfv36dWOxWMzAgQPvuK29e/caSWbmzJk27VWqVDGVKlWyTjdp0sSUL1/+juuy16uvvmokmd9++82u/m3btjXu7u7mxIkTNu2NGjUynp6e1gDWnhrv9B5Nz2uvvWby5MmTZrxv27bNJgS7WwjVvHlz07RpU5u2jEKoihUr2mzv2LFjxtXV1bz88stp1lujRo27/gF/8OBBI8n07NnTpj01qLw1FL01WLqbW/t++umnxt3d3Vy4cMHcuHHDFChQwBr+3R5C2fu9kN6yGblx44ZJSkoyderUMc8//7zNvNs/48LDw03z5s3vus7bpb4vbw+8U4/DsGHDbNpTQ/7bP0MXLVqU5j0XFhZm8uTJY06ePGltS/28KFCggM1n29dff21XwHzt2jXTvHlz6/eWs7OzqVChghkyZIjN9+DVq1dNYGBgmvGZnJxsypUrZ6pUqZJmX+/2vbBq1SojyeZ/IhljzJgxY2xej6ioKCPJtG3b9o77cit7QihjjPnyyy+NpDShpDE3vzdTQx9JxsfHxzRp0sTMmTPH5r33+eefG0lm8eLFNsvv2LHDSDIfffSRzfbt+X5o06aNyZMnj4mKirK23bhxw5QsWZIQCkCOxeV4ABwib968+uGHH7Rjxw6NHz9ezz33nA4fPqxBgwapTJkyaZ7K9dhjj6V5wlf79u0VGxurXbt2SZJWrFih8PBwlS9fXjdu3LD+NGjQwOYymFWrVkmSXn/9dYfsW3x8vDZv3qzWrVtbL0HLjKFDh+rEiROaPXu2evToIW9vb82YMUOVKlW64yUctytbtqyKFy9u07ZixQo9/fTTCg0NtTlGjRo1kqQ0Twlr3LixnJ2dbdYpScePH5ckHTp0SFFRUWrdurXNcoUKFVKNGjXs3+n/d+tlEKnbu3btmqKjo++43OnTp+94T5nPPvtMzz77rF5++WV98cUX8vDwsKsee8ZdelJSUmyOb3Jysl3bu1358uVtLhPz8PBQ8eLFrcf/ThYvXqzChQurYsWK97RtSerQoYPNdOvWreXi4pLmkixXV1f5+/vr1KlTd1xfmTJlVKlSJZsbSx88eFDbt2+3uZSqSpUq+uWXX9SzZ0+tWbPmH32y1nfffac6deqoYMGCNu2dO3dWfHy89Qbyjqjx9OnTypcvX5pLl6pWrap+/fpp0KBBKlSokM6fP6+RI0emezP7q1evas2aNXbfB6x9+/Y22wsLC1P16tXTvewuf/78d32NU5e7/VLbKlWqqFSpUmkuuboXrVq1kpubm+bPn6+VK1cqKioqwyfi2fu9cDczZsxQxYoV5eHhIRcXF7m6umrDhg06ePDgHZerUqWKVq1apbffflubNm1SQkJCJvc2fbe/vt99952ktMe9VatW8vLySnPcy5cvb3P/vFKlSkm6eRn6rfeXSm2/22eOu7u7li5dqgMHDmjKlClq27atzp07pzFjxqhUqVLWBxds2bJFFy9eVKdOnWxej5SUFDVs2FA7duxIc/n83b4XUsfc7Z9X7du3v2PN/5THH39cv//+u1avXq3BgwerWrVq2rBhg1566SU1a9bMer+sFStWyN/fX02bNrU5NuXLl1dISEiasWrP98PGjRtVp04dBQcHW9ucnZ3Vpk0bx+40ANwHQigADlW5cmUNHDhQX375pU6fPq0333xTx44dS3Nz8pCQkDTLpral3kfp7Nmz2rt3r1xdXW1+fHx8ZIyxBlvnzp2Ts7NzuuvMCpcuXVJycvJ93Wg6ODhYXbp00YwZM7R3715t3rxZbm5u+te//mX3OtK7B8XZs2e1fPnyNMco9Z5Bt4d/efPmtZlOvYdG6h9Sqcf+1n/g3roPmXW37WUkISHhjsHSwoULlSdPHr388suZuqmyPeMuPV27drU5vne7sXBGbj8e0s1jYs8fsl999dV935D89v13cXFR3rx50913Dw8Pu+rq2rWrtm7dqt9++02S9Omnn8rd3V3t2rWz9hk0aJDeffddbdu2TY0aNVLevHlVp04du+5Nc7vUP9KOHj1qV/8LFy6k+94JDQ21zs/qGlPdaRy/++67+uOPPzR06FAZY7R48WJVr15dLVu2tLmf27fffqukpKQ0f7hnJKMxfq+v8Z3uaxcaGnrH9429vLy81KZNG82ePVuzZs1S3bp1FRYWlm5fe78X7mTy5Ml67bXXVLVqVS1evFjbtm3Tjh071LBhw7sej/fff18DBw7U119/raefflqBgYFq3ry59X509+r243vhwgW5uLik+R8fFosl3dczMDDQZtrNze2O7deuXbOrrlKlSqlPnz6aN2+eTpw4ocmTJ+vChQvWp5aePXtW0s0blt/+mkyYMEHGmDRP0rPneyj1s+lWt4/toKAgeXp62v1ZkJVcXV3VoEEDjRkzRmvWrNFff/2l2rVra8WKFdb/MXb27FldvnxZbm5uaY5NVFTUXb+fpbTfDxcuXLjj9xgA5ESEUAD+Ma6urho+fLikv5+alCoqKipN/9S21H+IBQUFqUyZMtqxY0e6P6n/CM6XL5+Sk5PTXWdWCAwMlLOzs81NeO/XU089pfr16+vcuXN3PSsoVXphS1BQkOrXr5/hMcrso6lTj33qHxa3ctTxTU9QUNAdHwE+f/58lSxZUrVq1dKePXvsXq894y49ERERNsf1448/tnubWeHgwYM6ePDgfYdQt+//jRs3dOHChXT3/dKlSwoKCrrrOtu1ayd3d3dFRkYqOTlZc+fOVfPmzW2eTufi4qK+fftq165dunjxoj7//HP99ddfatCggeLj4zO1Dw0aNJAkff3113b1z5s3r86cOZOm/fTp05Jk3cesrDHV3cZx4cKF1b17d+XLl0+//PKLZsyYoSVLluirr76y9lm8eLGeeeYZu5/2l9EYT+81vnjx4l1f49TlMjqG9owRe3Tt2lV79uzR8uXLM7whuWT/98KdzJs3T7Vr19b06dPVuHFjVa1aVZUrV77jjfhTeXl5acSIEfrtt98UFRWl6dOna9u2bWratGmm9vd2t3++582bVzdu3EhzA2tjjKKiorLsuGeGxWLRm2++KX9/f+t3emod06ZNy/A1yez/wEjd99uDttvHtrOzs+rUqaOdO3fa/f3s7u6e7sNE7jdMzZs3r/r06SNJNscmb968GR6Xjz766J62c6fvMQDIiQihADhEen+gSLJe2pB61kGq/fv365dffrFpW7BggXx8fKyXGzVp0kR//PGH8ubNq8qVK6f5SX26UOqlZ9OnT8/KXbJKfcLUl19+adf/Zb/V2bNn031kc3Jyso4cOSJPT0/5+/tLsv8soVs1adJE+/bt0yOPPJLuMbr9uN9NiRIlFBISoi+++MKm/cSJE9qyZYtN273Ua6+SJUvqzz//zHB+YGCg1q9fr1KlSunpp59O9wl/6bFn3KWncOHCNse1RIkS9u1IFlm8eLFCQ0P1xBNP3Nd65s+fbzP9xRdf6MaNG9anhqU6ffq0rl27ptKlS991nQEBAWrevLnmzJmjFStWKCoq6o4hgr+/v1544QW9/vrrunjxoo4dO5apfahYsaIaNWqkWbNmWS9Zut3PP/+sEydOSJLq1Kmj7777zho6pZozZ448PT3TPaYZ1ZjZMV+yZElduHAhzZO/Ui/XuV3q0/5Sg+lr165p5cqVmQofP//8c5v1Hz9+XFu2bEnzGkvSn3/+edfXOLWmefPm2bTv2LFDBw8evOezAm9XrVo1de3aVc8//7yef/75DPvZ+70gZXyWocViSfMktb1796Z7OeSdBAcHq3PnzmrXrp0OHTp0z2FlelKP6+3HffHixbp69WqWHfeMZPSdfvr0acXGxlq/W2rUqCF/f38dOHAg3dejcuXK1rOv7PX0009LSvt5tWDBgjR9Bw0aJGOMunfvruvXr6eZn5SUpOXLl1unCxcurL1799r0+e677xQXF2fTltF7PSkpKcPA6vZ/7zRp0kQXLlxQcnJyusflXr5Hnn76aW3YsMHmfxQlJydr0aJFmV4XAPxT0j47HQCyQIMGDfTwww+radOmKlmypFJSUrRnzx5NmjRJ3t7eaS47Cw0NVbNmzRQREaECBQpo3rx5WrdunSZMmGC9f0WfPn20ePFiPfXUU3rzzTdVtmxZpaSk6MSJE1q7dq369eunqlWrqmbNmurYsaNGjx6ts2fPqkmTJnJ3d9f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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create the scatter plot\n", + "plt.figure(figsize=(12, 8))\n", + "\n", + "# Plot each point with a unique label\n", + "for material, x, y in zip(material_names, costs, specificStrengths):\n", + " plt.scatter(x, y)\n", + " plt.text(x, y, material, fontsize=9, ha='left')\n", + "\n", + "plt.xlabel('Cost')\n", + "plt.ylabel('Specific Strength (kip - in / lb)')\n", + "plt.title(\"Specific Strength (kip - in / lb) vs. Cost ($/lb) of Metals from SendCutSend\")\n", + "plt.grid(True)\n", + "plt.tight_layout()\n", + "\n", + "# Display the chart\n", + "plt.show()" + ] } ], "metadata": { @@ -138,7 +170,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.7" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/analysis/materials/materialSelection/matData.csv b/docs/analysis/materials/materialSelection/matData.csv index 5b49f2b..7250d92 100644 --- a/docs/analysis/materials/materialSelection/matData.csv +++ b/docs/analysis/materials/materialSelection/matData.csv @@ -1,18 +1,17 @@ -material,yield,cost,youngModulus -AR500 Steel,200,1.75,29.01 -AR400 Steel,180,1.50,29.01 -7075-T6 Aluminum,73,5.50,10.15 -2024-T3 Aluminum,50,4.00,10.59 -6061-T6 Aluminum,40,3.00,10.01 -5052-H32 Aluminum,28,2.50,10.15 -4130 Chromoly Steel,70,4.50,30.46 -G90 Steel,33,1.00,29.01 -Mild Steel (A36),36,0.80,29.01 -Stainless Steel 304,30,3.50,28.09 -Stainless Steel 316,30,4.50,28.09 -Titanium (Grade 5),128,30.00,16.53 -Titanium (Grade 2),50,25.00,15.23 -Brass,25,2.75,14.50 -Copper,10,4.50,15.95 -1075 Blue Temper Spring Steel,75,5.00,30.46 - +material,yield,cost,youngModulus,density +AR500,200,1.75,29.01,0.283599305 +AR400,180,1.50,29.01,0.283599305 +7075-T6,73,5.50,10.15,0.101517713 +2024-T3,50,4.00,10.59,0.100433894 +6061-T6,40,3.00,10.01,0.09754371 +5052-H32,28,2.50,10.15,0.096821164 +4130,70,4.50,30.46,0.283599305 +G90,33,1.00,29.01,0.283599305 +A36,36,0.80,29.01,0.283599305 +304,30,3.50,28.09,0.2890184 +316,30,4.50,28.09,0.2890184 +Titanium (Grade 5),128,30.00,16.53,0.160043939 +Titanium (Grade 2),50,25.00,15.23,0.162934123 +Brass,25,2.75,14.50,0.305998231 +Copper,10,4.50,15.95,0.323700608 +1075 Blue Temper Spring Steel,75,5.00,30.46,0.283599305 diff --git a/docs/design/componentNaming.md b/docs/design/componentNaming.md index 95cd409..f6c21b9 100644 --- a/docs/design/componentNaming.md +++ b/docs/design/componentNaming.md @@ -28,6 +28,6 @@ Where: ## Illegal CNs - A1-SHRD-001-0 - - The component number (third column) has leading zeroes + - The component number (third column) has leading zeroes, and is missing the material column diff --git a/docs/gettingStarted/TODO.md b/docs/gettingStarted/TODO.md index 58df9ab..6e1515f 100644 --- a/docs/gettingStarted/TODO.md +++ b/docs/gettingStarted/TODO.md @@ -8,6 +8,9 @@ - Hydraulic Actuation - DD Actuation - Actuator Placement +- Materials Database + - Material Comparison + - Change current analysis to measure specific strength against cost per pound, not just yield strength # Software Engineering