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   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup/lookup_table)\n",
    "plt.title(str(energy_keV)+' keV lookup table ratio')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "1f0e7d9e-8b38-400c-b5f0-903d0d33751c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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RQgghOoDdu3ejKApr165ttXMuXLgQRVEoLi5utXN2BJK8CCGEEE3kdDoZN24cF1xwgc/jJSUlpKWlcd9993ke++KLLxg9ejTR0dFERkYyYMAA7rzzzvYOOShJ8iKEEEI0kV6vZ+7cufz000988MEHnsdvvfVW4uLieOCBBwD45ZdfuPTSS7nwwgtZvnw5q1at4rHHHsNms/kr9KAiyUuAWvvLRyx5/VY2/PmNv0MRQohWV2lz1PvPYne2atnm6tWrF0888QS33norBw4c4JtvvuHjjz9m7ty5nsXXvv/+e4477jjuuusu+vTpQ+/evTn33HN56aWXmlXXH3/8wahRozCbzXTu3Jl7770Xh8Mbs9Vq5bbbbiMpKYmQkBCOO+44VqxYUe/5qqqqOOOMMxgzZgyFhYVMnTqVc88916fMjBkzmDBhguf+hAkTuOWWW7jllluIiYkhPj6e++67D3+utBI0i9Qdbaxb5jM2/0uW6oxwwjn+DkcIIVpV/wd+rve5E/skMueaUZ77wx/5hSp73QuUjs6I45MbxnruH/fk7xRW+LZ+7P7vGc2O79Zbb+Wrr75iypQpbNiwgQceeIChQ4d6nu/UqRMffvghGzduZODAgc0+P0B2djann346U6dO5d1332XLli1cd911hISEMHPmTADuvvtuvvjiC+bOnUt6ejpPPfUUkyZNYseOHcTFxfmcr6SkhDPPPJOQkBB+/fVXwsPDmxzL3LlzmTZtGsuWLWPlypVcf/31pKenc91117XotR0paXkJUKrerN1wWPwbiBBCHIUUReHVV1/l119/JTk5mXvvvdfn+VtvvZWRI0cyaNAgunXrxqWXXsrbb7+N1Wptch2vvPIKaWlpvPzyy/Tt25dzzz2Xhx56iFmzZuFyuaioqODVV1/l6aefZvLkyfTv35833niD0NBQ3nrrLZ9zHTp0iPHjx5OUlMQPP/zQrMQFIC0tjeeee44+ffpwxRVXcOutt/Lcc8816xytSVpeApVRW41ScVT5ORAhhGh9mQ9Pqvc53WFbCKy6/+Qml110z4lHFlgNb7/9NmFhYWRlZbF//366devmeS48PJwffviBnTt38vvvv7N06VLuvPNOXnjhBZYsWdKkFYU3b97M2LFjfbZMOPbYYykvL2f//v0UFxdjt9s59thjPc8bjUZGjRrF5s2bfc518sknM3LkSD799FP0en2zX+uYMWN84hg7diyzZs3C6XS26HxHSlpeApRq1JZVVqTlRQgRhMJMhnr/hRj1rVq2JZYsWcJzzz3HN998w9ixY5k2bVqdY0B69OjBtddey5tvvsnq1avJzMzkk08+aVIdqqrW2uupug5FUXxuN3bcGWecwV9//UVmZqbP4zqdrlbcdru9SfH5kyQvAUoxhgKgd0ryIoQQ7amqqoqrr76aG264gZNPPpk333yTFStW8NprrzV4XLdu3QgLC6OioqJJ9fTv35/Fixf7JBeLFy8mMjKS1NRUevbsiclkYtGiRZ7n7XY7K1eupF+/fj7n+u9//8vVV1/NxIkTfRKYxMREDh486FO2rnVmli5dWut+r169/NLqApK8BKzq5EUnyYsQQrSre++9F5fLxZNPPglA165dmTVrFnfddRe7d+8GYObMmdx9990sXLiQrKws1qxZwz/+8Q/sdjunnHJKk+q5+eab2bdvH7feeitbtmzhm2++4cEHH+SOO+5Ap9MRHh7OTTfdxF133cVPP/1EZmYm1113HZWVlUybNq3W+Z555hmuuOIKTjrpJLZs2QLASSedxMqVK3n33XfZvn07Dz74IBs3bqx17L59+7jjjjvYunUrH330ES+99BK33357C3+CR07GvAQonXvMi97V9MFfQgghjswff/zB7NmzWbhwoc+g1+uuu47PP/+cadOm8csvvzB+/Hhmz57NlClTOHToELGxsQwbNoz58+fTp0+fJtWVmprKvHnzuOuuuxgyZAhxcXFMmzbNZyG8//73v7hcLq666irKysoYMWIEP//8M7GxsXWe87nnnsPpdHLSSSexcOFCJk2axP3338/dd9+NxWLhH//4h2cGVU1TpkyhqqqKUaNGodfrufXWW7n++utb8BNsHYrqz4nabaA5W2oHsvLVnxPx7TSsqWMwX1f/lEIhhOioLBYLWVlZZGRkEBIS4u9wRD0mTJjA0KFDef7554/4XA295825fku3UYCKiIgEwOySbiMhhBBHF0leApXBnbHKbCMhhBBHGRnzEqAKbXrigNKyMnb98hH20lxGnu+/wVNCCCGC08KFC/0dQi1Bk7zMnj2b2bNn43TWvUR0sCmyG4gDbJYKhi66EYB9g08irecg/wYmhBBCtLGg6TaaPn06mZmZDW5IFUyMYdFsdnVlu5rmeawsb78fIxJCCCHaR9C0vBxtDPHdmGz7L0a9wnbjZQC4nB1/VUQhhBDiSAVNy8vRJtS95LXd6Z3pbjA1vleGEEIIEegkeQlQNffrOEAiADqDNKQJIYQIfnK1C1BmvcKvpjsJVawkmpxgg7QoeTuFEEIEP2l5CVA6vY4uSj4pSiFGWwkARleVn6MSQgjRFiZMmMCMGTNa9ZzdunVrlVVz/UGSlwCWdcZHbDnjC899W1mhH6MRQoijw9SpUzn33HN9Htu3bx/Tpk0jJSUFk8lEeno6t99+OwUFBbWO37FjB9dccw1dunTBbDaTkZHBZZddxsqVK9vpFQQ+SV4CWN9Rp5Ax+FjP/fwyaXkRQoj2tmvXLkaMGMG2bdv46KOP2LFjB//73//49ddfGTt2LIWF3i+WK1euZPjw4Wzbto3XXnuNzMxMvvrqK/r27cudd97px1cRWCR5CXCqzsQyV18A9pceHQv0CSGOAraK5v9zOrzHOx3aY/aqxs97hKZPn47JZGL+/PmMHz+erl27MnnyZH755Reys7P5z3/+A4CqqkydOpVevXrx119/ccYZZ9CjRw+GDh3Kgw8+yDfffNPkOouKipgyZQqxsbGEhYUxefJktm/f7lPmiy++YMCAAZjNZrp168asWbMaPOecOXOIjo5mwYIFLFy4EEVRKC4u9jy/du1aFEVh9+7dALzzzjvExMTw9ddf07t3b0JCQjjllFPYt29fk19HS8kIzwC28rvXqMrfSwgutrtSsenM/g5JCCFax+MpzT/mondgwHna7S3fwWdTIf04uOYHb5nnB0HlYV05M0taGiWFhYX8/PPPPPbYY4SGhvo816lTJ6644go++eQTXnnlFdauXcumTZv48MMP0elqtx3ExMQ0ud6pU6eyfft2vv32W6Kiorjnnns4/fTTyczMxGg0smrVKi6++GJmzpzJJZdcwuLFi7n55puJj49n6tSptc73zDPP8MQTT/Dzzz8zZsyYJm8JUFlZyWOPPcbcuXMxmUzcfPPNXHrppfz9999Nfi0tIclLAIta9yYjHNuY5riTX13DeSRhoL9DEkKIo8r27dtRVZV+/frV+Xy/fv0oKioiLy/P0zLSt2/fI67z22+/5e+//2bcuHEAfPDBB6SlpfH1119z0UUX8eyzzzJx4kTuv/9+AHr37k1mZiZPP/10reTlX//6F3PnzmXhwoUMGtS8LWbsdjsvv/wyo0ePBmDu3Ln069eP5cuXM2rUqCN6nQ2R5CWA2d0tLW+ZZrHblcyf9u/9HJEQQrSSfx9o/jH6Gq3Pfc/SzqEc1sIxY8ORxdVMqqotJKoois/tI7F582YMBoMnYQCIj4+nT58+bN682VPmnHPO8Tnu2GOP5fnnn8fpdKLXa2uFzZo1i4qKClauXEn37t2bHYvBYGDEiBGe+3379iUmJobNmze3afIiY14CmFMX4rndTXcIu0ttoLQQQgQQU3jz/+lrfB/XG7THjKGNn/cI9OzZE0VRyMzMrPP5LVu2EBsbS0JCAr179wbwJBgtVZ0E1fV4dWJU83ZDxx1//PE4nU4+/fRTn8eru7VqHmO3170FTV3J2JEmaI2R5CWAOfW+Y1x6HfjWT5EIIcTRKT4+nlNOOYVXXnmFqirfwcE5OTl88MEHXHLJJSiKwtChQ+nfvz+zZs3C5XLVOlfNwbEN6d+/Pw6Hg2XLlnkeKygoYNu2bZ7uq/79+7No0SKf4xYvXkzv3r09rS4Ao0aN4qeffuLxxx/n6aef9jyemKit3H7w4EHPY2vXrq0Vi8Ph8JnivXXrVoqLi4+4a6wxkrwEMKc+xOe+yVbkp0iEEOLo9fLLL2O1Wpk0aRJ//vkn+/bt46effuKUU04hNTWVxx57DNBaI+bMmcO2bds44YQTmDdvHrt27WL9+vU89thjtbp56tOrVy/OOeccrrvuOhYtWsS6deu48sorSU1N9Zzjzjvv5Ndff+WRRx5h27ZtzJ07l5dffpn/+7//q3W+sWPH8uOPP/Lwww/z3HPPAVqLUlpaGjNnzmTbtm388MMPdc5WMhqN3HrrrSxbtozVq1dzzTXXMGbMmDbtMgJJXgKa67DkpduJ1/gpEiGEOHr16tWLlStX0qNHDy655BJ69OjB9ddfz4knnsiSJUuIi4vzlB01apSn7HXXXUe/fv04++yz2bRpU7NWu50zZw7Dhw/nzDPPZOzYsaiqyrx58zAajQAcc8wxfPrpp3z88ccMHDiQBx54gIcffrjOmUagjYf54YcfuP/++3nxxRcxGo189NFHbNmyhSFDhvDkk0/y6KOP1jouLCyMe+65h8svv5yxY8cSGhrKxx9/3KyfX0soan2dZwGqtLSU6OhoSkpKiIqK8nc4bWrZ7GmMzvscABUFZWaxfwMSQohmsFgsZGVlkZGRQUhISOMHiA7lnXfeYcaMGU3u7oKG3/PmXL+l5SWA9e6S5LntVNt2cJQQQgjRUUjyEsBia2SmBsVF5tKf/BiNEEII0T4keQlkh00BLFv5aT0FhRBCiNY1derUZnUZtSZJXgJYruWwriJV9jYSQggR/CR5CWC7Sw5bJ0CtvW6AEEJ0dEE2b0Q0oLXea0leApgaEutzX5GWFyFEAKme1ltZWennSER7qX6vq9/7lpK9jQJYUfppTFg0i4XmOwFQpOVFCBFA9Ho9MTEx5ObmAtqaIW29rLzwD1VVqaysJDc3l5iYGJ9VfltCkpcAZjbqKFIjKVQjiFPKZcyLECLgdOrUCcCTwIjgFhMT43nPj0TQJC+zZ89m9uzZOJ1HzwXcpNdRQgSzHedyv/F9aXkRQgQcRVHo3LkzSUlJ9W78J4KD0Wg84haXarLCbgDbsGoRrm9uZYhuFwAl3c8iesr7fo5KCCGEaL7mXL+DpuXlaGTGTm934gIQHSLjr4UQQgQ/udoFsOTug1iSMd37gOvo6TITQghx9JLkJYBFxyaQOOI8z/2CcosfoxFCCCHahyQvAc4S05u77NcDsL+gzM/RCCGEEG1PkpcAVllewvb5r3O2bjGFagRVSmjjBwkhhBABTgbsBrDK8hLO2/MoTp1CD+sHHN81gTH+DkoIIYRoY9LyEsCMRjMAekXldeMsnK6gmvUuhBBC1EmSlwBmMJk9t4fodkryIoQQ4qggyUsAM5pCPLeTlWKuKZntx2iEEEKI9iHJSwAzGk0+97vZdvgpEiGEEKL9SPISwBSd79vnmPBvP0UihBBCtB9JXoKES2di4HFn+zsMIYQQos1J8hIkXC6Hv0MQQggh2oUkL0HCgIv1C7/wdxhCCCFEm5PkJYhE/fmgv0MQQggh2pwkL0FEh8vfIQghhBBtTpKXIKJTJXkRQggR/CR5CSLS8iKEEOJoIMlLgJtmu9NzW1pehBBCHA0keQlwxeZUlrn6AqDD6edohBBCiLYnyUuAC0kdwEP2KYB0GwkhhDg6GPwdgDgyF5W9zzjTdwBEmiQXFUIIEfzkahfgelg2kaQUA2DWq/4NRgghhGgHkrwEuMqIrt47Luk2EkIIEfwkeQlwuh7jPbcdTtnfSAghRPCT5CXAHUiZxHHW5wGw2+3+DUYIIYRoB5K8BLj8XWuZqFsDgA4Z8yKEECL4SfIS4ELWv8tDxrnMdpxNf/u7/g5HCCGEaHOSvAS44WwBYLrhW5wuaXkRQggR/CR5CXAJFPvcd0kCI4QQIshJ8hLgFL13ncFXjM/jdMqgXSGEEMFNkpcAZzSaPLdP1y/H6ZDkRQghRHCT5CXAuRRvy8uyfv9Gr5cdH4QQQgQ3udIFOJei99wefck9foxECCGEaB9B0/Iye/Zs+vfvz8iRI/0dSrvaPeh2AFbETPZzJLW5nE6WzZ7G8q9e9HcoQgghgoiiqmpQTU8pLS0lOjqakpISoqKi/B1Ou8jNziJvz2ZU1UnvEadgMof4OyQAtqz4hb4/XACA6/5CdHp9I0cIIYQ4WjXn+i3dRkEgsXM6SW8MBSC/x0YSOqX5NyA3vdHsue3K34EuuY8foxFCCBEsgqbb6Gim6HQ4VQUA1eX0czReOp23pcWQt8mPkQghhAgmkrwECaf7rXR2oJ2lfXokyw76LxAhhBBBRZKXIOFEa+VwOTtOy0tNB7N3+zsEIYQQQUKSlyDhcr+VqqvjtLxQY5fr7L1ZfoxDCCFEMJHkJUg4Fe2tdHWgbiNF8f56We0dJy4hhBCBTWYbBYnqlpeO1G3UY/A4lofv4OI3lpEaEsbf/g5ICCFEUJCWlyBhNhoBiAnpWGup9E2NARSyi6sorrT5OxwhhBBBQJKXIBFq1jZojA7pWG9pVIiR1JhQALbnlvs5GiGEEMGgY13pRMtV73HUgdZ52bttLRueOJG/Lefxjek+2L7A3yEJIYQIApK8BAm7e5G6KmvH6ZqxlJcwyLoagCG6XTgLZMaREEKIIycDdoNEXoWDFGBPQRl9M/wdjcYamcYM28301+1h1ISz6Nbn6No0UwghRNuQ5CVIVM82ogPNNnKGxPG16zhWRp/C9Sef5O9whBBCBAlJXoLELWFPsbeggv/FD/Z3KB5BtmG5EEKIDkKSlyBRoY+mED0OpeO8pXprMafoVhJpM7P6xz1Yc7cz9urH/R2WEEKIANdxrnTiiOh12oBdl8vPgdRgKtnFG6ZnyXfGkLCsGICivFuJTezs38CEEEIENElegsTF1i8wGfZhLooBEvwdDgCKe28jqxJCqRpOFBWUFh6S5EUIIcQRkanSQeJ42yKuNPyKqTzb36F49EmOAiA1JpRyJRyAqrICf4YkhBAiCEjLS5Ao7Hs5S8py6JLWx9+heNUYsFulCwcn2MqL/BiQEEKIYCDJS5AYfdGd/g6hDu7kRVGw6LXkxV5R7NeIhBBCBD7pNhJtZn9RFQAF5TZshkgAHJXFfoxICCFEMJCWlyBxcM9WLBWlxHXOIDq2YwzYLbNoWxVU2l04QrXxL2pViT9DEkIIEQSk5SVIFHx4PRmfnsz2v7/0dyh1yuiizTDqHycL1wkhhDgykrwECbX6rexAu0rXXGE3ISEJgCgq/RWOEEKIICHJS5BQFb32fwdKXmrONiIkWvvfWuqfWIQQQgQNSV6ChKp0vJaXaqqiUOgMBSAvL9fP0QghhAh0krwECVcHbHmp2W20p0KLr6Agz1/hCCGECBKSvAQLd8tLR0peqqkoGMPjKVQjKFND/B2OEEKIACdTpYOEp9tI7TjJS7/Rk7ANP0RnoDTPyjHW1+lkDmGpvwMTQggR0CR5CRKJUeFQDp0jjf4OxUOn12PSa91FUaFaUlVmsfszJCGEEEFAuo2CRFpiLABdozrmWxoZoiVVFTYnDqfLz9EIIYQIZNLyEixCtBVssXScqch7Nq8i78fHsYenMGLac3xgfIwopYKKkpFExyX5OzwhhBABSpKXIGE3RGAEKsqKCPd3MG5lBdmMKP2F3eVdMRoMDNPtIEyxkl1cIMmLEEKIFpPkJUisOuRkDLA5ax8j/B2MW1VkNx6xX0lIVCJ3AVvGzUJvCqFnYmd/hyaEECKASfISJHSh2gq2RnuZnyPxsoWn8JbzdPqYIrkLOGbSVf4OSQghRBCQ5CVIlKRP4pSVYaQnduFNfwfjVr1GnaL4Nw4hhBDBRZKXIBESnch2tQt6e6S/Q/HQ20o5RtlGsjMOOIEtK36hdP9mkvqOpVu/jtK5JYQQItBI8hIkqqcil1kcfo7EK6JgHV+aZ7KzIgO4mrJFrzGqZD5LSm+R5EUIIUSLSfISJGKUCm7Xf0GkxQmc5O9w3Kr7jbT/HNEZUAL6ol3+C0kIIUTAk+QlSEQYXPzT+AUuVcHldKJzr2zrT/06aWvPdIuPAMCY3Av2QmTFHn+GJYQQIsBJ8hIkImPiWRZ3Ni5zFMMdds+y/P5kcC/2q3f/H9W5FwCx9kN+ikgIIUQwkOQlSJhDwhh923v+DsOXWn1D6zcKj0kGIFLtONO5hRBCBJ6OuRGOCAr7iioByC2zAhARmwhAuGLFUlXpt7iEEEIENklegkhJUT4HsrZQWV7i71AAKKzQkpZS9wyoqOhYnKrWClNelOe3uIQQQgQ2SV6CSO7s00iZO5ptS+f5O5Q6KTo9TnMMAJFI15EQQoiWkeQliFQZYgCwlXWQVg33Ersq3iV2TZHxAJjtHWf3ayGEEIFFkpcgYgnRxpS4SnL8HIlG8Y7Y9QqJ0f6vKmrXWIQQQgQPSV6CiDNMS16Uio4xFVml9uZGJS4zAIfyC/wRkhBCiCAgyUsQUSK1qcjGqo7RbaTW0fCyyz2WePfB3PYNRgghRNCQ5CWImGJTAYit7Fgr2NYc82I1xpCvRmHtOFswCSGECDCSvASR7iNOw67qyXDtJnvXZn+HQ9+xZ3Lo2tXEXful57Hvuv2LEdb/sTrxbD9GJoQQIpDJCrtBJCahE0XhacRW7ia06gDQz6/xhIRFEBIW4fNYuFn7lau0Of0RkhBCiCAgLS9BJjZeG/cSp1T4OZK6hZm0PZcqpN9ICCFEC0nLS7CpnopsKfZnFABkZa7g0MI3ICaNMZffD8CAkj/52PQmJdkjgZf8G6AQQoiAJC0vQcZqjAagpND/s3mK929lTO4nxO763vNYlKuYMbrNJFXu9GNkQgghAlmHbHkxGAwMHDgQgBEjRvDmm2/6OaLAsSYfxgCZu/Yw1s+xVER2Y7bjbAwRafRxP9Zl+GRWhccSkZTh19iEEEIErg6ZvMTExLB27Vp/hxGY3N1GOqv/N2esiOrJ045LOSYshhvcj6V2H0Bq9wF+jUsIIURg65DJi2i5A72v5NhtA+ht6sZoP8eiehbYVRouKIQQQjRDs8e8/Pnnn5x11lmkpKSgKApff/11rTKvvPIKGRkZhISEMHz4cP76669m1VFaWsrw4cM57rjj+OOPP5ob4lFtQM/uZJPIsmwLDqfLr7HoHRWkKznEOb0r/pYU5bP6xzmsmjfHj5EJIYQIZM1ueamoqGDIkCFcc801XHDBBbWe/+STT5gxYwavvPIKxx57LK+99hqTJ08mMzOTrl27AjB8+HCsVmutY+fPn09KSgq7d+8mJSWFjRs3csYZZ7BhwwaioqJa8PKOPr2SIgg16qm0OdlXVEVGQrjfYkk4tIg/zHewuaQ/cA4ARTm7OWbZDIqIgtOv8VtsQgghAlezk5fJkyczefLkep9/9tlnmTZtGtdeey0Azz//PD///DOvvvoqTzzxBACrVq1qsI6UlBQABg4cSP/+/dm2bRsjRoyos6zVavVJhEpLS5v1eoKNTqdwS8TvdC1fS9FWAxkJk/wXjLvfqGankTksEoBQtcoPAQkhhAgGrTpV2mazsWrVKk499VSfx0899VQWL17cpHMUFRV5kpH9+/eTmZlJ9+7d6y3/xBNPEB0d7fmXlpbW8hcQJMYpGzhLvxT7vtV+jaNvZ621LCMx0vNYaLg2lTtEseOw2/wSlxBCiMDWqslLfn4+TqeT5ORkn8eTk5PJyclp0jk2b97MiBEjGDJkCGeeeSYvvPACcXFx9Zb/17/+RUlJieffvn37jug1BIWhl7O01x0k9B/v1zBCDdqvl9ng/TULjfB2/1VUlLV7TEIIIQJfm8w2Onx2iaqqTZ5xMm7cODZs2NDkusxmM2azuVnxBbthp17p7xDc3NONanQcmUwh2FU9RsWJpaKE6Jh4/4QmhBAiYLVqy0tCQgJ6vb5WK0tubm6t1hgR/LKLLQDklnvHJCk6HVVKCACW8qN7fJIQQoiWadXkxWQyMXz4cBYsWODz+IIFCxg3blxrViUaYLNa2L72L9b//rlf4zhUog3KzS/3HdtSSSgAtirpNhJCCNF8ze42Ki8vZ8eOHZ77WVlZrF27lri4OLp27codd9zBVVddxYgRIxg7diyvv/46e/fu5cYbb2zVwEX9ivMP0uvrM3GoOpzHn4ve4J+1CFV3t5F62OPhkdFQlk+nENlZWgghRPM1+6q2cuVKTjzxRM/9O+64A4Crr76ad955h0suuYSCggIefvhhDh48yMCBA5k3bx7p6emtF7VoUHxyGg5Vh0FxkZe7n8SUbv4JpI6p0gCRkdFQBpE6mW0khBCi+ZqdvEyYMAFVPfy7tK+bb76Zm2++ucVBHa2yd21m78I5hHYdxtCTL2vxefQGA4eUWJIpoChnt/+SF0/Ly2Hpi8m9cJ6tvJ3jEUIIEQxadcyLODIHNy9i7N7XMC976YjPVWxIBKAib88Rn6ulvCmub/JS6tJmh+UVFrZrPEIIIYKDbMzYgQybdA3Z/Y4jxHLkLRIVIclQvgVr4f5WiKyF6mmh21akMgLYuf8Qie0bkRBCiCAQNMnL7NmzmT17Nk6n09+htJjeYCC1e79WOZctvDOUg1qS3SrnOxLqYWv8uIxh2FW9rLArhBCiRYKm22j69OlkZmayYsUKf4fSMURp+0OZKg76LYReY89hx3nziL7oZZ/H52fcQy/reyxKutxPkQkhhAhkQdPyEuhUl4uVL16OI7ILAy/8N5HR9W+J0BSpXXvAdugV4r+F4KLjk4mOr704YZjZBEClTaZKCyGEaD5JXjqIwrwDjCz+EVeRgs300BGfLy29FwBR9twjPldrCzNrv3blFklehBBCNJ8kLx3EnmIbr9kvo1tIJZeHhh/5Cd3dRpQeBJcLdO3fQ5iVuYJDy7/CkNCNEWde73m8ly2T14zPo+5PB95u97iEEEIEtqAZ8xLodpQaed15Fj+mTG+dE0Z2QlV04LJTUdy0Hb1bW8GOlYzZPRvzho98Hk8wWJikX0mvyjV+iUsIIURgk5aXDmJvYSUA6fFhrXNCvZE8NYYkCjmwdye94lJa57zNUBGexseOCThjejOoxuMpfUayLO8/hCZ2b/eYhBBCBD5JXjoIffFO+il76Gzu1GrnLDHEk2AvorzgQKudszkKYodyr+N6jo9M4IoajyemdCPx4rv9EpMQQojAJ91GHcQJ+1/nR/O/GF40r9XO+Wznp+llfZftUf7d0VtRDt/dSAghhGg5aXnpIIx2bUqzPiy21c4ZGhmLk0oKK/20GJzTRiSVmFxVtZ7a+Pd32MoK6DX27COeFi6EEOLoEjTJS6CvsDsg1gUHYUCPrq12zvhwbT2Vwgr/JC9p2fPYEPIf1uePBMb7PJe84FYSKWJnSm8iB/u3ZUgIIURgCZpuo0BfYVdvLQEgLCqh1c45yLqal4wvMnjP3FY7Z/PUv/t4lU4bmGytKGmvYIQQQgSJoGl5CXhVxdr/ITGtdsrOah4j9UtZV1p/EtGW+iRHAdA9MaLWcxZdOLjAVinJixBCiOaR5KUDUF0uXFUl6IFKfQStNFmapAHjWWq9i7CU1tnssbmiQvQARJhr/5rZ9GHgAIckL0IIIZpJkpcOoKK8mAi0sTpKaOsN2E3vewzpfY9ptfO1WB2zjeyGCLCCs8p/ey8JIYQITEEz5iWQlRXlAWBTDYS0xtYAHUROiTbLKK+89oBhh0HrSlItkrwIIYRoHkleOoDKkgIASpUIlFbcg8jldLJlxS+sXfAhdpu11c7bVPvcqwYfKK49Vdplqk5epNtICCFE80i3UQeQt/FXegAVughab66Rpuf3F2FQXOxISqfnkGNb+ewNU1VtoLBK7W6j1NQ0yIM+UX5ag0YIIUTAkpaXDqDL9vcBSHftb9Xz6vR6CpUYAAr+fK1Vz90cda2v2yU1DYA4yto3GCGEEAFPkpcOoFKvTSkuU0Nb/dw7U88BwFyV2+rnbpy75aWu7QHC3W1MFXntGI8QQohgIMlLBxB/3VesjDqZvZPebvVzh6SPACDUVtjq526qurqNLCZtS4DK4kPtHY4QQogAJ2Ne/MxqqcRSUULfa98kIqr1pklXC43VdqmOdBa1+rkbpda/ON4hZyTpgKNMWl6EEEI0T9C0vMyePZv+/fszcuRIf4fSLPu3ryf13XFYnx3SJuePjO8MQKyruMFkor2FR2qJmlm1orpcfo5GCCFEIAmalpfp06czffp0SktLiY6O9nc4TbYpz4Hi6oRiCCG+Dc4fk5gKQKhio6K8hPDImDaopW7pY85hQ2I3ImOSaz0XGpdCb8tcbBjY7FAJNbVbWEIIIQJc0CQvgeqzLCP/Z3uSh4Y6yWiD84dHxuA0hKJ3VBFqLYR2TF6Su/QguUuPOp8LNRmwYQSgwuYg1KRvt7iEEEIEtqDpNgpUOSUWbBjpOnh8m9Whj0gEQFeV32Z1NJdOpxDmTlgqrU4/RyOEECKQSMuLn+WWaSvfJkWa266S8CQo3gvl7Ttdes+W1Rza9Aehid0ZdMI5tZ5/QD+XWGMu1rw0iB/crrEJIYQIXNLy4kdWSyU/uG7iK9MDJJodbVZPrqqtI7Nzd1ab1VGXnPW/MGrDTOzL3qjz+eNYwyT9SpwlOe0alxBCiMAmLS9+tP6ntxmp5JNEMcaothtknGWJIAnIy86i7hEobaM8NIUFzuGUm/tQ197WB4fcSra9iu5pvdsxKiGEEIFOkhc/GmJfC0B5WCpxrbgh4+HsSYNZnZ/JTkskY9qsltoOJBzH/fZYJsd14rw6nh957vR2jEYIIUSwkOTFj0xV2gJtsZPubdN6dCOu4fy1/UmvCuOKNq1JCCGEaHsy5sWf3ANolchObVrNgJRoFAX2FFSSW2Zp07pqql4Sr66tjQAOZG1hw5/fsG/7unaLSQghROCT5MWPKgsPAFBmbIvl6byiw4z07xyFAQcrdxxo07pq6r33U7aZr+Kag4/U+fy+H55k0G9T2L9wTrvFJIQQIvBJ8uInpcUFhDmKAbCZ2zZ5AfiX+ibbzFcTt6H9EgVFdWJSnOipe/l/V6i2OaPO4od9l4QQQgQsSV78ZPNPrwOwV5dKXGJKm9enD4lCp6hQdrDN66rWKykCgIzEiDqfV8K05MVoleRFCCFE08mAXX/J2wxAdudT6dqGM42q9T3/3xS47mFUQuc2r6taXLi2YVFsWN0bFxnCteTFZC9pt5iEEEIEvqBpeQm0XaVDK7IBMMS3xY5GtcUmdqbwwC6KHslg6UePtUudXnWP2DVGJgAQ6ihtz2CEEEIEuKBJXqZPn05mZiYrVqzwdyiNUl0uEqz7AAhN7t5u9eav+op4Shiz9an2qc89s6mwwlbn8+bwGABCXBXtEo8QQojgEDTJSyDZvOxnUtRD2FU9nXsOa7d6k0ZdBECFGtIu9e3ILQMgq6CyzueNoZEAhKjWdolHCCFEcJDkxQ8q8/ZQRCSbwkcRn9yl3ertlNEfgHDFQknBoXarV62n2yghVtsSIcpgb7dYhBBCBD4ZsOsHI86+Ec6+kdh2rjc8MoYCoomnhPzsnUTHJ7dxjWqDz0ZHxQBgdFaBqta/mp0QQghRg7S8HGWK9doMn/KC7DavS21siV1TmLugCxzSdSSEEKJpJHk5ylQYtRk+tqK2X2lXaaTlBWO456a1qqyNoxFCCBEsJHlpZy6Xymv3Xc7i+8ey/vfP271+W1gSACGWvHaorZHkRW/Apmo9l8XFxW0fjhBCiKAgyUs7W7Qjn0FKFuP0mVSUFLR7/SMGDQRgUEhuO9Za/1iWKsUMgKVKpksLIYRoGhmw287yy6184LiIj535XJ0xpv0D6HY8/PEk7PgFXE7Q6dusqs7Dz2JlZBIRyT3qLXOJaTa7S1U+C+vWZnEIIYQILpK8tLOond9xtWE+vzqHcczgwe0fQNcxYI6GygIqspYR3mNcm1WV3vcY0vse02AZmzkWCxVU2p1tFocQQojgIt1G7Swifx1n65dwaddiFH9MDdYb2RU9CoD1i75v//oPE2bSWn4qbA4/RyKEECJQSPLSzlKN2j4+0Ynttzjd4Q6ZuwGgL97TpvXs37GRNfPfZ8e6RfWWOd/xE7OMr2Lct6RNYxFCCBE8pNuonaVZdgDQf8BQv8VQkTGJu3YpGI1DGNWG9exf8iljdr7AiujTYMhxdZYZ6ljPMfq/WFZY9/NCCCHE4SR5aU8VBZC/VbvddazfwojsdgyfOW2klISgqmqbdV9VmBJZ5epFvim13jLK4AtZemgoCX2Pb5MYhBBCBB9JXtpRRc5WwgE1ugtKWJzf4hiQGk2IUceBEgsbsksY3CWmTerZlnw6T67pzoVJXZhcT5lhk65uk7qFEEIELxnz0o62bN4EwOaq9t7VyFeE2cAl6RVcrf+Z7JU/+DUWIYQQormCJnmZPXs2/fv3Z+TIkf4OpV72giwAKkJT/BwJnOb8g4eMc0nI+rrN6lDdK+w21ClVUpTP9jV/smvjsjaLQwghRHAJmuRl+vTpZGZmsmLFCn+HUktemZWr3lrG3l1bAHBEpfk5IojsfzIABkcl+UVFWNpgnZUB+z9lifkWzsyZXW+Z7X99Tq9vzqLyu7tbvX4hhBDBKWiSl47s47kvEbbzR9JVbSdnfVy6nyOCgcefQylhDKtYxLPPPMLEWX+0eh0mZzmdlUJCnfVvuqg3hwJgcNlavX4hhBDBSQbstoOxuZ9yq2mr535YUoYfo/HaGjOekcU/8rjxLRZWrMTlHI9O33rbBWQkhEMWdEuIqLeMzhQGgMFlbbV6hRBCBDdpeWkHMXrfC3NcSi8/ReLLZQz33J6gX4fNZmnV83eK1DZdTHL/XxeDO3kxqpK8CCGEaBpJXtpBj0i7z/3E1I7R8hJWustz+3fnEPT6NmqIa2AdGYO728gkLS9CCCGaSJKXdqC4vPv2rAkbh9FUf0tEe3KOusFz+0T9ulaPq7hKG8dSUmWvt4wxRGv9MSFjXoQQQjSNJC/twV4FgOvmFQy7+0c/B+M15MSL2/T8mw+UALD1UHm9ZUzu5MWsSvIihBCiaSR5aWOqy4XTql28y9SO0eJSTdH5vv3lpUVtUo/awEovUVFRAITpJHkRQgjRNJK8tDG7zYoel3bHFN5wYX+44gvPzbz9O9q9+qgIbSaSTnWCs/7uJSGEEKKaJC9trKrS22USGhbpx0jq0etkDhEPgKOVZxu5F9htcMAuxlDvbXf3mhBCCNEQSV7amKWyFAC7qsdk7ljdRtXsihFoevLicqmNFwK82UsDDCGemzZLZRPPK4QQ4mgmyUsbs1Vqq8tWKR0zcQGwKyYAnLbGWz7KLHaOf+p37v58XRPO7Gl6qb+IolClavXnF5c04ZxCCCGOdpK8HCGXs/49gVSXi5APzwXA0YEXM3a6W16c9sbXWpm3fDNjy37CsvqTVqvf6k6e7JaKVjunEEKI4CXJyxHYtHgelQ+nsvyrl+p8vrysGIuijenINvdsz9CaxaGrbnlpPHkJqTzIM8bXuN/4fqNlYwdNYmmvOwkfen6D5a40PMNoy8vkuSLY+Nc3DSaEQgghhCQvRyBp/k1EKFWMWndfnc9HRsdRNuk5lseeSeIVr7dzdE3ncLd8uByNdxuFKNqMoHI1pJGS0HfkyYy54gEGHn9Og+UK9UkcIo74j89k4K9TWPn1i02IWgghxNFKkpcj8NbQzxlpmc2/es+rt0z/Macx6vYP6NS1Y+xnVJfkWG2tla5RjW/KmIi2FozVHO95bN1vH7N/x8YW1280aL+GGbpDWhwH5rH+vyezatZ57vN/ysof3mjx+YUQQgSXjjsQIwAoIZHkEUtYVCwAq3+cg61gN2OufAiAwtxsXC4nsQkp6A0d90edGBsNhyDh1zvJ/PMtety5AHNIWN2FHdqMJIfOBNYycr68lyFb3V1IM30H3Obs3U5xzm4iE7qQ2r1fvfVf5vgakyHHc7+YKAZbfgELVJaXMOTP67TzDZrQoZNAIYQQ7UNaXprp4J6t7Nq4jKK8g9gc2uJzRr32Yzxm2QzG7HienRuWApDz5iUk/G8QK964xW/xNolRS1R0uOhv30j+gax6ix6Too3h6Z+WCF9cRyd34rJH16VW2d3zX6XvvAvZP+/pBqufZF/IPww/ee7vjJ/Al87jeMdxKi6XC7uqtQjll8qAXiGEENLy0mx7v36E0UXfsaTbTYzL2cH9IQtgGWyMfI+B7jK2yhIOFRaTXwXluhA6n3SjX2NuTFVIIqGARTUyr8sMzu8+oN6yFTk7CQd0Oxb4PP5ayDQeP/y8hih2u5KpNMQ0WP+hnheSU55Ht+zv6KwUsiOvkufsN6MocHVkDP2sb2LFyKqM/i16faL5LFUVbFv6I73HTCYktAOuDC1axx9PUZT5G/lj/0Ovocf7OxrRRDarhdVvz0DXaQAjz5lea6uXo0HQvOLZs2fTv39/Ro4c2ab1xBVp65uEHFzJSMvfnscH/nKV57bBFMqyfZVMsf+LK+I/Jb3P0DaN6UitK9WW6P/VNQzDqH80WFZR617Cf7VpRO3HUi5jgu05/kiZ1uA5x1x+P2Ovf5E8NRqAsrISDDgwKCouFSyYUdGhU2DboTLOf+Vv/tqe15SXJlpo7Tt3MPiPaWx89eo2refA7q0smz2NA7u3tmk9om7q8jeIPbSEXl+fya9fvYWqNnUBSuFPO1b/zphDHzFq3X0cePk02PIDOB3+DqtdBU3yMn36dDIzM1mxYkWb1vOT4xgA1lfGYdDVvfhaiM7JjlxtW4D+XWLbNJ7W4IzoDEAc5YzOiEN1ueotuzu37oXk7i64v9Zjzf0cHKzTuqtudHzAjpApbDddQXlxAc8bX+ZZ4yso9kpeee8jRma/x5tz2mYA78E9W8nP2dcm5w4kx+R8BsCI0gWNlDwy+5Z9zcDc79n/zUNtWo+oh7XMc/Ox5S4e+i7Tj8GIpnLavauhpxYug48vhxeGkPP9Y5QUHh1f7IImeWkvLvePzKConrEuh0uL0rO/QBuf0SW2noGvHUjyMWcwyPImB4kjZlYXln/xXL1lSyu806kXOb3dSyfp1zaY9DQkP2cf+3Zs8NzX413nZcuCtzhXv5jz9YvYt/4P+lrW8S/jR0zWLWtRXQ2pKC8l8e0xxL46qMWvJVis6nJV44VagTEmhXDFQmLJpnapT/hSzNp+a4t73UUWKbyzeDe/b8n1c1SiUe5vhhZMMPYWCEuA0v10WvkUlhdHs+jvP5qxjUtgkuSlmVyq1tpiVFw+i947dUboNFi747Dxj123s8h8G8McTVlG3796pibx/vRTSAw3YlbsqLbyessqqjexKMZ3o0nbYXsjDT34KT+Y/sW4Qx80WH/2O9eQ9v5x3vuDb/U+WVXouWkt3Et0iDZ4V21gy4HlXzzH6h/nNFhnXQqrVFQU9IrKof07m318MOl/wX2egdJbV/7WZvV0HTIBgAzX7qP+Z+4P5VatG7jX6MlcMy4DgEUfPNbgFxjhf9Xde9n6VJj0GPxzExWnv8R+pTPJFPDQ91u4/M2l7M4P3kkOkrw00z+NXwAwQtl82LaDOjC49y9yWEi07aeLkk98bMfvNgIYkhaDKVxb72Xwttn1F3R5kxcTvuNfLBbfRe4i7HkM0O0hyt5wM6ZLZ/S5X7NFS19j4Tyd08ak0M0AXGb4HYBD+3eybPY09m3XksT8nL2M2jCTY5bNwGG3NVjv4fRGEz+5RvKZ4wRcR3nLS3RcIuuiTwSgaOXnbVaPzVKJQ9Xe76zvnmqzekTdbA7t77nc6uTu0/pwSq8obtR9xfD1D7Ft9UL/Bifqpx62b5wxhPBRU4i9Yyl/pfyD/YauLN1VyIRnFvLhrBmsmf9+sz8POzpJXlookkqq7N4LeVXiELYVaL8c+Z/eQjIFAHTu1scv8bWEzp0ohClWLPl76iyjuLwJyzDddp/nJv73Z75Zmw1o+zp1idZW7m2s68yl+E56U2o0qig1kheXrQo9vklF7nvXMjrvc2Lfn6SVqbG1QMGh5o1dcakqt9pv4z5uJiWA3re2kJudhT28EwCd8/5q/gCmJto77xkMivaeDs75iqqKskaOEK2p+k9NURRCjHpev+ZY9kYNZ23UiSSmHd1/Ax2Z6v7qfHgLdHhkDMdf/xzzbj+B43sl0Ekp5KLSdxm2eLrnC16wkKnSLaUzgsu7F1DEoeX0dt9OUIs8j0fFp7RzYC0XW+5ttjcUboeE9FpldC5v9p6olPo8Z8LO7R+v5Zyhqax/+jSGVGnjUhpLXtTDWl5C17/nua3YayQv9ipC0odD3koquxxHGNDZuguACEUrV3NxvZLcfSR36VG7wpnarKY1YeMYdveP3rrKc/nU9JB7l+3JDcYc7LK+epix+V8CkO7cC3sWQ7djW72eSn00e12JdNXlEaZYWbvke4aefFmr1yPqo10EFfc3BkWnY/CtH2M0mT0l7DYrBoPxqJyO21HFp/VjSfqN6KM61fl8RkI4700bTc7BVFZ+dwWhxdsZ2t87E7cwN5u4pNT2CrdNyG9jS+mN6OsfduGlNKVQx1DQ6yLP7Sff/4b1+4trlVFc9U/He9H0Mhfrte6c6sTFfVSD9R7ebVSBNwFRbd4+W4fVwuZC7cN2h1ObIWULSfA5Njo+ma0G7RtjRf7+ButNrtrhc19xWBil28pIMo/6FgCLPoJcNcb7wM62GffyZ+drOMH2Ah87JgBQtWtxm9Qj6qZUd37X+Jw6PHHZ+ML5bHjqVIrzcw4/XPhJl54DGXvNk4y64J8NluvUuQtjr3+JoXd7FwHN3rUJ0+zhLH/hCrav/autQ20zkry0UEyEb2vC+daZnGB9jhy1xhiX8zruZox1GX7BnZQmDAPgZJYz58faF5KaA3Z3jX+BzZFjPfdH6LbxlFGbwmxRvQlJha2R9Qd0WgNgqTtpUWqMJtI7a4yjcVRR5T5XlV3raqi5x1K1SnMiALai7Dqr+9apxbwW32bxcKP2AW5SnGx4s2MvLNjWFnS+nlHWV/i5p3sK/OZvoQ3GAVUPPNwXri3x2NO2pdXrEPXz/q3VfSnYumI+A8qXMtiyguJXTsZSFbwDQI8W+5Z8rm0oXPQ9vb4+k62PjmbFly9QWV73MhgdlSQvLWQwmlBV77cVCyb2qsk43T/SbWd/A0Mu8Vd4LWIwmtiVoTXZj9Zt4ZSqH2uVGTzjS083T/fBx1PW/Yw6z6WrMTZlQ3ZpnWWqqe7kRXFfyPQ1FsKLN3mTJb293NONNDr/C5wOBxXGOO+J3BdXNSQGgBBn3bOmMl1ad5jF6dsiFB3q7UU12I/ulpfqIS474k/CYYyA/G1sWdX6rS/Vl86kflqXVGLJpqNusS1/8ox5qWfNqoHHnsWec7+iiEi6ufax7s2bg27gZyAqLS5g5/rFPktMNNWYKx5k4ynvszJyIjZVTx/HFkauf4CiWSPZ9PcPAbNMhCQvLWTH4Bk0BVCihtNDySZV0QbqRsTW3RfZ0RnjvONcokNNtZ43GE2UukIA2HOoEFdlkc/z6mitxcKkeJOOxoZ6JsVos5wi3eNW0h27Pc91CvWeZ2SyAqr3D6uyopQqvXe6tqWylAO7t3JMwfcADEmqe5fscrT9mULVqjqfBzA46p8ufjSofs8cxkg2mIYCUJTZ+snLcTnv8b3p33QpXQPmaLBXwLafGj9QtBL3mJcGSvQadgJ7jtVmgo0u+JqNz53tMzBetL9dK36mx5eTqfq44RXR6zPw2LMYceeXlN60liUZ08kljlT1EAMWXI79g8ugvOOv9SPJSzPUzEiLrb4X5edNs/nVfJfnfnRCYCYvfUeezMrIiSxJu5Zjr5tVZxmH+9em5Nt7GLPdt4yiM8Ci530fa6TOjORon/vGGomPYq/03q4qRNV7++MrSgrofMrtnvvlZaW+3xqsdScgk3TaKsyDdbt8Hrc5vN/4QxxHd8vLcbkf8plpJv1zv8OWPp4Vrt58erBzqy98FW3LYaBuN2H2IhiubUWQ9+uLrVqHqJ/9phXk37iBzo3sGzb0lMtZMfhhLKqRoZVLWP7JE+0UoaiLU2/mkBpDqS668cINSOjUlbFXP4759hUsjzkdl2LAtPMneG4gzk+vadM1no6UJC/NYK/RXJpX5SIz/jTP/ZG6bZ7bucQRHhnTnqG1Gr3BwIg7v2TstLoTlyVz7iFCrWCOYxKDLatqF1B08MuDtR9rsNLaLTzVVJs3eaGyCGp0R1WUFNCl50DWqr1Y5epFldWOPSKV1xzurqx6Fts7Xr8RwNNKVu1gsbclJsR1dPftx1v3M1K3jUjrIQacdTtT1Ef4qrg723JbN6nrEqu1gnWJCyO37xUAxOUtJyuzbbf5EJr45C4kdOqKwVj/32C1keffzrr+/wfAmG1P41z4VJtNoRcNK0g+ltHWV3gspnW21YiOTWDUjI/Q3fAHdBoETiv6zC/p8/15bHp0LF+v3t/h9r2S5KUZrBbvhfSQsQvH3PQW463P8q7jFM/jGwbeQ9LMLH+E1y5iDvyJWXGwzNWPza602gUWN/9bc/VKrmWqdiHLV6M8z5WUegeRlRTkeMbFAFSVaovfXWv8LxfYHqLMlIiq07NPTQJg8+66B+zWq0aXVNhRnrykRGtdg51jwogINTM8XRuIvnhHQUOHNVuqu5602HCSuvZlTdg4Colk2eKFrVqPaB0jL7yLVQlnA6Bf+Bh8dBlUFTV8kGh1hy1R13o6DYQb/oLrF5KZfBY21UCu1ciMT9cxbe5KtuQ0PH6xPUny0gzWGiPt58b9E5NBx3M3nU+/a1+Hftof9KCuif4Kr9XkHdjNuidPYfsjw2s990PIWTxmv5wtahqPOFpn/5uV+31bSEyxqSxNuhjQZkPs0nUDwGwvRg2N8ZSzlRWwZdl8JlX9wBBlB1V2By5VpdydBDktdf+hHb6ujPcJb2IUrlbWXeYokRajdc+lx4cDcGLfJJIowrbo5VauyXeqruWMVxhtfYXH9w+muFIGhra1pa/eyLKXr6Eo72CTyuv0eobf8h6c+by21tW2Hyl7eTxZm1p/rzFRP9XzZ9MGS3EoCqQMo/9N71M+fT37RvwLvU7hty25XPXSj/z9+YsdYlCvJC/NYLdqFzSLasSWt51V8+YQkb+ekd3iwOn+oDWYGzhDYAiPimVI1XJ6OXdQcMh3rZSFpuNZ7+pBT+UAkTTtAq828gem6LVkonrArkGnI+yU/3C57d/cbb6fmOm/8JNzJD+5RjL6ykdZGzoGAEdFEcWrPuMx49ucol9Fpc2JriKPywxaP+180yl112cKr/NxV42Wl1DFhsturbPc0cE3qTi3fxSLzLdxo+VNKsqKW62WSvfeOhU2bZzTyL7p9EyOotTi4NOVsrt3Wxuc8yWj87+ksqyZ02RHXAPX/YYlLIXIij3Efna+7MbejmLzlvG5aSbXlbb2lwlfcUmpTDlnMt/dchwn94nnOd0LHLvxfpbNuavxg9uYJC/NYLdqF1crRvqULWP48hmU/f6cNvK+eoaEIcSPEbaOsIhospVkAA5s9R174HCqPGJ8mzdNs+ihHABgjyuJJc76B/yF9z6xwfqyUs7iDOtj3voLNxEaFc9i10BW29MxR8Ryo/2fzLDfgtWpYjdpg9RcFYUcCukJwC2Gbwjb8yuKpYjRui0UqhHMU46vu0JThPd2zX5c1ffbhM529A7arXInExa79vOJj4vnkC6ZrYa+lBU1vFdVc2zMLgZgfbZ28TTodVw1Jh09TkqXvovTIdOm29Ib6tm86DgXNSSq8cKH6zyYiqsXkKVLZ78rgWe+XU65Vd6v9mC0FjFCt81nZmZb6p8SxRtXj0LfayJlaijJYy9tl3obIslLM4RFxbFLSSNaqeRfho9Y5upLXkg3Vs6+2lNm46H6p98GkgNRQwAo3+w72jzDvgMzdra5Urnb+CkA6bpczIq3ib9S9bY+LU26hMEnXthgXY6wRDapGT6P7V34DifrVlFqcWA2eH9NLXYnvbpqy1oPSlBYHX8Gfzm1Bc7UyiJCDFpLgYpCaZXvxpGe11ZZY32eGl2BtcajWQJr0abWVJ1UrNnv/RmkPbiZPvcto1PXXq1XkVo9Vdf7Hp8xqDMfhfyX/6t8ng2/f9p6dYlaXnFdwLOOiz1rIzVXfHIXrJd+xkXOx/h4VwiXvb4Ui12mUbe15EjtMzY+ov1a+hWdjrFTHsFxyxoyamw14C+SvDRDQqeuFI28EwCzYmerK40/Ov8Dl9HbDeFQGh+1HwiUHhMBSMpd5PP4vyufJl2Xi+P0Z7Hgfa3H6LxL7dfcbbrmRo71qbmLdLWJm+/jTdMsZurewvBILGvM12PEwcoPHiBmw9sAhCs2XCo87JjCw51foddxF9Kp+o9aKaNb5YY616OoVL1x1+wCOXw0vaPq6E1evElFO1VXo6K4CDOupAHkE4O9orCdIjg6eQZ+HsEb3bd3H968ZgyxYUY2ZJfwzre/tEpson6pMVoLf1JUaLvXHZvYud3rrIskL82UMeJU5kddAMCV+l8w6XUQ09XzvN4Y+GNeADJGnwlAD+cu77iX4r2kqVpXkc5gxKivexG46l2CASJKdza6J0pc5S5u1n/juZ+vRrHIOQCAqwzaB2GsUs72kCkkF9boxrJXoqKyXe1CVI+RRMcl+nT9fGqcSWkdXRzVO7FmuZKpqJFbRcQmsizhAs/9rVlHcx9+7T1vqrXmAmXevXV8P4oGXvkUsfftZOS5t7RaXaK27mo2PZTsBvcsa4pjeybwxDl9eMrwGjduuJglc+5ppQhFndQ2m28UMCR5aYbK8hJslkq6dtI2A9QpKiaDDnNcF0+ZlL6j/BVeq4pP7sJunTYVev8m9x5HH1/ueb5ncgz6epKXmgbY1rH5y8cbLBNXvo27jZ947l9tu5cr7f/hK+ex/GkezznWhz3P/Wqe6ElsDuQXcOa+Z9hpvoJRe99yl/C2nmQryVTWMbi0+oL5kONqShXvCr3JXXow+pa32WLsB4CtsvaxR4/aycv2NX+y76F+ZD0+ohWrqW7h8f0QjoiKRW+QTe/b2reGu/nVfBf6yiMfxzRpUBpdu2lj0Myd+x3x+UT9qrvmrE7/z/rxF0lemmHL39/S6e0R9N32muex4w69z4AJl7A85nRWDn+K+OQuDZwhsBRHa4Nwo4sztQdyvPtoGN46yWcRuHd6etd3OajzXV3YqWu4Ky0qpQ/LY0733He5L2QvRd9NyrQPWaf2ZLjlVUpu30le19OZ59JmGx3KL0RRXegVlaF75rDp7x/Y5V5ELU+JI/XBbaRk9K1VX3Xy4kKhoo4Bhl/GXcsU2z3sjRjSYNzBzLuejvcjIjY5nTT1AN0cWZSXttbaHvW38IDWyiO7GbedxvY2ata5dDrGXPssm079iGGnTvE8Lu9f66sek7Yj9+hdj0qSl2ZwOGqP3zDhwGQOYdSMjxhx1g1+iKrtDB01HoButu2Nlt0T5V0TpvMdi1jaR2s2/t45miVp1zZ4bO9jxjNqxkfkqdosoupNHbXrmXZxc4YlEB2bADo9BWoUu1ydKFRi6Z2kjTcKU6yUbpyH073+gEtt6MPYPYOGUqoqvTOKbFYL+Qf2sE+Xxp+uIeSrR7b0dmCrnVQkpKRzQElCr6hs+/vrNqun2rrfPqby4VSyX7+oleoSh6seCx8f3nrd3QPGnY6i006cs28HzpdHkbO38c8Q0Rza301jy1AEM0lemmF38ilcZbvX57GM5Fg/RdMOOg3W/t8+v9Gdfoeu8M7737roC/pt11qnjDR9fESiog2Q/cH8H9abr+XlyrtwFu1jpuEdbla1bqWu5euIUiqYbr+dVyJuIbbGTtCK0+YZ86I20Besc7cqPGd6lYg93sGFuzctJeH1wfznwM0AlFkaH2wctNS6k4o9KdrWC4Z1H7RKNbo+p7Gk8xSieoyp9VxkUgYRShVdrdtlynQbqW6FNDShC7gl9nzzOPGUkPfBda26PtBRr4Mt1e8P0qncDFaHy9OlUa1TXBB/O+88GNUYhmKvZPs3T1Lm6ukzq6imc/SLPbf7LPUO1jPgrDWe4XBOh4PKilIiazwWpVQS5dwGH42ljwFQYfkLFk4pzeRG4y6esl/M77ZBPn/EitOGy32/E/lse3QkFSNvYdikq33qKzF3gqrdALhq7J2kqiouVaGLks9F+oXE5hUBvRuMPVipPU5iWXYskenH+DyeMPICyJ5DN0smLqcT3RFe9IafPq3e57r2GUaZGkqkUsXWtX/SZ8RJR1SXqEMbD/zsNHE61o+/ZZB1DTueP4kud/5JSFhE4weKhrnft4a+pAU7aXlpBqvdieuwH1lpQTP3zwkkIdFkdr8GAMPauS06xUT9Ggbkft9gma0rFhD5nHedl20Dbq+z3Kii70l1Vq/4q1Blc5Bf5l1XR+e0gcvb0tPbsQ1rYe33Z+g9P2P71yHUB4oYdd5tnscrEofS3foBT9kv4Wnj6/Q79ENTXmJQGnnuLYye/hYDjj3D5/Fu/UdRpZqIooLsXRvbNAaD0cS2yNEAlP05u03rOnppF8GKNlqbJb3fcLaf/BZFRNLTuZM1H97fJvUcfWS2UdAkL7Nnz6Z///6MHNl2i+d0PTCP14zP+jxWUlb3zsXBosukf1JEJA4M9ba6NCbGur/B53WH7WgbF59Ub9kQtMXw7jZ+wguV95CV7/35Ky5b7Z1PHZY6z2Myh3j65atVH7tDTWFd6ChcSfWvGny0MprMHDBoiwQW7N18xOfLz9lH9q5NlBbXveFj5El3ADCk5Pd6y4gjV72iclsYePw57B6rraA9fN9c9mxd22Z1HS2qP6tkzEsQmD59OpmZmaxYsaLxwi0UVbaLKMV3Bd3swuAe7R0dl0j2uV/wcBM2Ydzo6lbn452iGt4yQW9o2cJ+PVx7UWqs66Jz2Th8iX/VXnfyUpfqvGdb7HiG3LOAMZcfvd8SSwoOkXdgN5XltRfqc8V0ByDJduStjns+uI3Ud8eROe/VOp/vfcx49upSMSpOdi5ruAVPNE/NRL9NNvirYegpV7EudBQmxUn5F7d1iI39Apqs8xI8yUt76BRe+xdFUYP/j3Dg0NE8ds0ZjZaLoO6tETISGu7jPjx5SfjzP43WVZQ8juyzPqTmui46lx1zRAyZpkHegnW0vKx5ajLMjObAQ71Z+uGjnsfNxTv4n/E5brO90Wj9wW7nnGtJfH0IG36onVT06qdNIU9xHnnyYldMlKshuOrb6RvIiR4GgGXv6iOuT3iprvZLXhSdjoSLXsKiGhlgW4d1zSeNHyTqFd11IEsTL6Kq+yR/h+I3krw0Q7fo2j8ul7kFG5oFoK69BlNKWINluukOtejcLVmV+EDicdoAzhrfHnvHm8joP5L+/17E0hRtnQnFUXtn6AT3YN0U9RCGg94Lot5SyGn6FYxwrgW01geH3Vbr+La0ZeWv7H+oD2vmv9+u9R7OhQ6nqlDnR0R8D+3/wp1HXM97ne5hoPVttqVdXG+Z+J5aV/BA3d4jrk94qdRMXtr+UpDavS9VY7XtVUKWyximI9H7mPGMmf4moy++29+h+I0kL81Rx7f4/hfe54dA/GRGywZo2pwNT+szuMe8VKlN7z4qs2p99Arelq8wnbffXnXv7q04a79n/zXfxtfOcQCY7MWex6NDtJkz4SYjex4eQPRLvdm7dU2TY6rP6p/fY+lHDa8yXE03/z66qDkMWzz9iOs9Em8mP0AP6wdsS7+k9pNxWvJiz23ZGCgfnhnZ9X/z7zFoLACRRZlHXl8bWPLG7Sz9380B1xVSM962bnmpFjvCvUlr8Z52qU8EL0lemsFm9e0WWXv8a9rCaUeJiMgYcq9bS/H4R5p13Kq9xQ0+r3cnL3pcjSwu5xWzex5LP3iYMEuN1h6nt5VFb9SSFxO1W0426PryifNEAGKtBz2Pp0Zrx2g7tWpxVJbkNimehhyz5BbGbH2SbasXNlo2KaUbAEVE1R583I6qv5XX9W4UhWp7eenLsuscE9Oiehp625MHaJGU50D5kb8fram8tIix2e/QO+e7Ohex7Njar9vII9K9qZ+1FMdRvf3GkaksLyE3O4uSgpa1dgcDSV6aYePuGr8o4YkMnXip/4LxA51eT1JqBjETbiXP1HrbIISFaDujmhQHOqVpF+y+9s2M2T6LznZvV0JxWTmbl/1M0cw0Ru3UtisY1qn2YGEVlb0ubUZTsutQjQXQvAuzVeq1VWdsZUc+w2W3K5mDahyljsaXVYpI0/Zt+s4xmvzy5nVZLftsFlsfHcXS92e2JEwf9axRB0BsUiq5xKFTVLI2LDmiek4reI93jU/QJfeP+guZI7DFaFPpD2xZdkT1tTane28Zm9o2i7y1JZ/kuB26jQAwR1CKtir2/r272qfOILTx5zkkvTGUrDenNF44SEny0gx6l/ebvdUWaN+yWpGi4Eg/oVnlGxIV3vJt3bckn8XyuLMALXlx2izEUuotUMeYl5Ptf3Cifi0AJsVJ3sHdADjduyW7ULAatcUHHeWF9dbd1JaR09QXGGt9mU69jmm0rMH9s3KhsLewspHSvlwl++nj2IpSfORjQyYVf8RrxmdJya87OXkn9SHGWF7i5/LuR1RPF+sOTtBvINza8DfIDc50APZkLj+i+lqbao6km+VDxlhno+jrH3TcERkMRrIu/oWsi+YTEdV+K4Xn6xIB2LF9a7vVGWxUFByqDvUovoQfva+8BWomL3pbacD1cbemzq25svARfOjrkvoSMe5a9rkSySOO0vihnGp9kg/N7rEadYxTusH+AY8a53juVxTnA5B5QOsC2VNQhd2dvDgr696AcOHWXIY+vICfNh6s8/maqid16JrQNL8pW6tvqG4nBfubtx9MZsIkfnEOw5C7nu1r/mzWsYfrbtnEJP1KwqsO1Pl87xETySGeb9ce2YyjpAityzA5quEE1p4wEItq7HBrvXjzV5X1v3zAiucvxWppXtLpL4pOR0b/kWQMGN2uO3jv7X8DF1gf5I5VceSV1f5yIRq3K+08elrfZ3anh/0dit9I8tIMBpe3Gd+guNi66jc/RuNnzVqbpZGLtt57LovavETGZavE0Wkox9te4HbjgzgMYWxT01hUlgxAVk4Bmw6U8MS8zZS69yrSH/Zbb69wJyiefZHAGRKjPVZVd8vLO598yoOOF9j68b8bjXGq8j3X6b9Hray/FadaaZX2OzZUt5OozR83Wr6mgpBu6FAZrtuO84cjm4UQH6a9J4mRda/RM7FfEooCuwsqyS1r+lo6h+sSqyUt3RLCGyxnH3k9A6xv86S9/llJ/lC9HUVXJZe+i+9kZPGPrPny2UaOOrodd96NWFNGUmpx8OgPHXMQdkfnTZplnRfRBAaX77eEqITWG/cRaMoc2q/OX86B/GkYd0TnUnU1Nld0/7+1y4WsiD6tzvKVqndqtXnfX+xZ9DFdlDxsTpdnCKIVLQmyWys548VFvPbnLh75TvugTAzXnlMVbZxCX3eLuXfVSh2qO3nRW+pueeliKud8/SJO1DU+G+nf+vf5j/FDiuZe3mjZmoMoa/5cmsKlQp4aA0C6/cimMXeN1ZKWjMS61+iJDDFye8xi5hifZPffn7e8oiYuttU3LRknerLyK6iwdqBNGquK+Mr0AM8ZX2FDf20acOcdHwVEq6zdZmXJ23ex5O2727W1yKDX8cR5g9EpsGbdGtYs+aXxg4SPJg10D3KSvDSDQdW+FV9m+w/9LW8Tm9LDzxH5z6YcbebVfjUR2/nvsN2VWn/hRv7CFJ3evaYImBWtdaTPpBtxnXQfN9lu558RT/PboKdZ5BzANwnXE/ZQLssSzgdgWOViztpyD+N0G7E6XJhLs5hh+Jwxus286ZjMr8bxPGiYywrzjaTt/NBdo/sPP8Td9WVxz5ipsdlZTEw8AImmei6UnYfylP1iPgm/ssHXVlOIswlbSbhbf5YmX8bYfzzV5HMDJJdvZo+qtTiFKjYslUeydUXjScXomFJO1K/DuL7lO0zb3eOMGptOnxhpJinSjKrClpyyFtfX2lSnjWG6HQxTdtBv0rVYVSPprv3sPMKBzO3BbrMwdu/rjN37WruvZzSoSzQzB+Yx33Q3ifOnt3v9ga5T7iJeN87itOKP/B2K30jy0kROh4N4pzY2wqoaiYmOIdQcWAP0WlOlS2sVMCl2kqLM6Kj/m2Zo2tBGz3eD8y7fB5xWTLFd+NE1muWOnmSnTuJK+3/4MVqb4aUavGMkslzJPGV8g4/Uewkt3c0Mw5eM0m3hUcdVfKo/kzCsJCqlhLjcWzlUf9sPjdH+t5S6H/a+hn7pnQDIqGcNwjMrv+Ju46ecGdP09SoiXI0nE4pnmk/z/zT7FSzgbqN35dKCnH3NPkc1p7vlwNFAA0LXU25kWf//EH36zBbXsym7GIC1+0sbLgj8M2I+P5nuwb7srRbX19pCje73SVGIiolnU6S2Jk3FTw91+NYXVTHwgWMiHzgm+mWw8flnnU2pEsnBqMHo9e035iYYRFRlc6p+Fd2tW/wdit9I8tJEeoOB7eOeZr/Smdf+7yr+uPtEf4fkV9Hjb2GYYw6Hxj9DXLgJfQPJy6AJFzV6vqXKYJ/7G379gJJdKwEos9gx6bUWAIf7gtCrizbV+WvDaVxsexCA/mQRanS34Bi0LiGL3clIUxYAA90JSUml1v130Kp1jWRmVV/kq8e8KGByj8Gw19Oc3tBc4rrKAaGuJuyDdQTbTRgOm2Zeltfy5GVTttYatWZ//eu4pHYfwOiL76b7wNEtrkfxNH833v7dLcxKX90+dDlrW1xfaws3ar9nOvcmn1Gn3INVNTKkahkrv37Jn6E1SjWY+Y9jGv9xTEMxNLz/WFuIiIqj5Jy5pJ77SK1NUkXDEt0D3ePCm786ebCQ35hmOGbSVXT693oS4xMwHj7q8ygzvGdnlj90Ljef3I9wV3mDWwNYqhpvcQg1+P48B+37kLi/HuQRw9us52I6fXuF9vj22az778no9mnrfcSbnRQTwSspj7Np4lx6JWpbGHSLD6UTBSTYD1Ju0hYSNEZoXUHVCVC+Q/vArp7BUp1nqIoOjFryotrqjr1PsvZ8r9KlFBxqYNfsGslLBE3ZxFMrPybnA3JnZrDu98+acIxmRLrvdNfKwiOZCdReG781fXfclOOmsPb41+h+4WNtHFMzeJJNLf6eQ45jdbdpAAxY/ziOgt3+iasJfDdm9E8MvYadQEpGXwAcdhvrfvu0w7dYdQTd3QPc0+MbHugezI7uK3ALVC9lL/AkcKFhDf8BlRY2vgrkWbq/az1WZEzmKoM2mG+8fj3rzNdyu+ErhlhWoFqKATC5rNgx0GnEOQw64RzPpdZYfoClIbfysfNOurkHn/ZI1vqAqr/t7wkfxKeO8ew29QIgPD6VVZEnUpA8js2F2gfo3py8OuONDdWauRPKt7Jvw1/1vi6H0ztmRo+r8Q9mRe/ZJiGJQqr2b2i4fE2HtdokKsVNP7b2ydzxNHxVK8o7yLJPn2LJnHtaWE3Tk6T0fsMZOvFSElLSW1ZXG6ges6PWiH/0lMfZFTKQMCwYvroOOurFWHURSykxlPkk2f5gt1nZ8Nw5DPnzOpbPvga7TaZQN6ipLb9BTJIXccTM5lByiav3+X1fzWz0HLc53/Xc7md5m26WD3kr8V42uLpxQI3jf44ziVa0Lpz/s9/A9shRAIyu+pMV5ptIPeiesVD9R20MxabqcSh6InK17ifrxu8Bb/KSGXMSdztuYHmE1gXYa+jxDL/za8Ze9wJ6s5aQmV31TAOukSjYS+tfst512IWrvKy4wZ/DmBtfIfShPJZkaHsbGXPXN1j+sKB87qUZWr50f/XYm8a6c0oLDzE68zGG7X6rRRec6rO32/L0rSzfPU3cWmPAsU6vp/uNH2utd/uXw1+z/BVeg1RrGWtCbmRtyA0oqn8X3TQYjFiStN3KRxd8zeZnT6eikb+Vo5ndpSXNDY1JC3aSvIgjpuh0JM3MYm30xDqf1zsan4aZFTXKc9vl/rXU6xQOXTqfcdaX+SHmCvZc9geXR77D587xrLZ4ZzclKiWEbniPZZ8+zbqdWhfObls0pocKiZ55AJ17z6OEbC3BqU5eQsxa64nF7t3Q0RNzQg9usM3gPqXuDRLzSr37XDmK6+82Ojx5cVU0vtYLQHhXbTXe+IqmT3nOPFCs1aG4Bz+WHcm+J01rEUnrOYgioghR7GxZ8kOb1QPat/NlHz/B0g8f6TDfzNUaM9R8xKTB6dpsMdcfT7Fzw9L2Dq1RPt1Gfr4UKDodY6f+l1UjZ2FTDQy2rCTn+RMlganHqt3a58i6BsakBTtJXkSrMRhqzFi44C32urRlwBeEn9nosT2nvem5XX0hUBTFswiYISya9D5D0cekAOAyR5KneqcCDbasZHTmo1iKcwCw1s5H0KlaF46uOnkx6AjD4p1t5HLhdDhwOZ2ERMXzs2sUf9r61RnvrjzvdF1jUQMJxmFdOdE0bfpybBetKyvJeajJYwDK3AvclZm0n7u1uO7VcZtCaWK3kU6vZ1v8SQBUrv+mBTU1vfnb6bAzest/GbPtmY6zim19yQvA0CvI63QCOpeNogVPt3NgjQs3ej/+DR1kDN/wM65l11mfUkI4PZy72PDekS22GLSk20iSF9F6ImrsT7Nxb55nA7Y4c+MX35otFNtCrmZ3yOVMKXie0LJd3Kz/mglVvwLasvUn6VZTHNGbkdb/sVY/yPc81dsB1PFH7Z0Rpf3hDypZSGbIP5h+6AEA1sx/F/2j8Wz97/GEm7RZJDanC7uzdvxKjaQkpnJ3A6/rsCyqqu5F76ot++S/rHvyFA5u1Jb3D1OsFDd151h3TDmuGAAO7Ks/rsYozfhwNHQ/HoDYkuavllqZNp7lMacTmdK78XpqjDfzbqbpX6paY4ba4RSFghEzAEgpWUuVpWOtZWLQeWNuytYV7aXviInsmaDN1BqT+wkrv3zOzxF1RO01oL7jksn1otV0K/euNluRtYLEiCiohK4RTRgMePhFHoh2FjLsp8kcbwTKYMmbRTyU9zaY4CvbQ0Av1MOPs2vJi4rC6mfOxuAoZ/Bh560gHFBQzNrqscbqcS01pzUbdZylW0yoYqWy8gSiIyN9T1IjeYl31j2oF2p3Gzmrimlw/+HcTIZULWdJ0TByiSOJQvL2bSU2sXNDR1UHBUCFOQnsm4lxtXwfoNLOY1lVGE9EUkajZZP7jIEV0M2+C6fD0ax9csZc8WCTy9ZcC8Rh7yDdRq4GkhegzzEn8s+fH+T7sh48syWPc4Y2sJijP3Wg5AVg8IQLWL7uS0YVfc/w9Q/B8NGQfmQreQeVhlr8jhKSvIhWsyJ6EiNLfgZgdP4Xnsd75c4Hbmzw2MLZp1K91WNWjylk7HyX1NgwqNE7MHb/257b1QsE2p1On/ZDxbMRo0LP8hVEUbt7ofPMHQAMt1mpsv+TniHa9Oqczicx1PIaQ5PjmaPX8azxVYyKk9zS6XBY8qLUGBwbpZbVe9E+fOfplZt3Mnpg/T+H1TGT+SynE8PjTyAubxlJVYWEFG0HJtR/kLcyACoiunFp4fEcUmP52eHCZGh+A+vYa55sctnO3fpiU/WYFAc5B7Lo1LVXs+trCkWnw67qMSpOXM4O0vJSPdW7nucVnY700Wdi/2U7j8/bzLgeCSRGdoy1OSx2B9Wru6h0vO/ww6fPxfbVjZg2fQY/3g3TfgFj+69H0zFJt5F0G4lWM3T6e7ygn0qZGspaV3fP44mlGxs9VsHbgtKtj9ZWktTATsPHdg3hY9MjjNJt9T2Pe3CuqijYaHhau9FkJjQ8Ep1eawtx6YwUE4lFH4Gi05EZNoK1oWPQ1bXabY2WF72iojbQHZRDoue2q5HNGfeEDeBz53gKIvvQZ7C2WmtX+64Gj6lW3ZVlMIexWhlIltqZvPK2b6HQGwzk6rRFA4sPNG8n7MryEspKCps8ANfp/sjqKC0vns08G1gR+R/HZdAtPoyS0lJ++P6Lesu1t0przRlGHe8iqDcYMJ3+XzBHQ84GCmefTH7OXn+H1TH4eWp7RyDJi2g1RpOZyuE3Msj6FufaHmVdyEgANqWc3+ixrhqdKUodtw4XEhrOGN3mWo9Xt7yoKNiU5q3J46r+MuOud8g98xl6z891riuiHDYQ11DPBo6R0XF0mrmDOf3f4gbbP1kT2fDKzK6aU5QT+2gPFjR1xpH7Beh0nm/3uaUt2/HZYbfhsNuaPFg4wT3AuK+5abOpqmW9eCaRz2WwbsG7jRcGnO7fk47S8hIWFc/SpEvYlHJhvWWiQow8fmIEf5lv5+yt93SYfXx8Zht11BVuwxPg0g+wm6KJK96A5bVTObBnm7+j6gBkzEsH/Y0VgermE3sypEs0/z69L31u+5rMSR8z6spHGz3OpXiTl6qfZgJQbqv/wmk0h7JqZO31M1S9iT26NKrCUrDXk7ys++/JbHxiPFmblrHiuYtZ8dzFAEQXrudxw5tMrviy0XhrdRRU5jdYujJxKD+7RrLbldRguU5VO5igW0O0ZT9EaGXVRs7tiUhnwKoaUXQGzjSv4p+Gz6na2/iu13XZ/tQEDI8lsmZ+05KKkCR3S1tR0/d6qklp4oeww/174nT4d12SavHJXRhz8+uMvf7FBsuNHDwYg6LiwEBOB7n4Ht6l2WFlHM+hi+dxQEmmyGnm4nc2sWxXy8dzBYPQlH6sjJyIM3Wkv0PxGxnzIlpVdKiRb245znO//9jJTTquwhgHzp3kE0OCqxiArbkVDK+nfFZBFcPPuJZta16jt8N7Meh77LlEHzOXdGDHI8fUeWzfqrWYFTtbKkoZWfIzNlW7IIaX7+Fyw29sqKcVpabIE6azKvd0Bq17BJO1iEMH9pLcwIDCmDBtjE5xZcMX3ePzP+UO008sybexK+kEugMHD2ST0mhEMPpWLdEYA5ifPoNhhkUsy+4LnNSEow/nbgFqavEYd+tUcfOSl0fjHmP17gJmdRnRpPKhZjNYK0gMa3DYc4djNJmpnLKAzum9Pd2U/qe9xy7V36u8NK5Lz4HkXvsz//08k/0HYcrby/nhtuPpmRTh79D8YshJl8JJl/o7DL/q6L+z4ijhNGiDZndH1byI1X/pLK5yuEv4fnuMNnrHzjjcLS9ZYb7Tqe923sxttunoYtIAMClO7DYr0SFaLh8Zoh239slJWB5MYNW8ObXq7zPiJIafPo31Zi292rV9U91x5uew7dGRHP/DRM7SLaZX0cJ6X5PGu1eOMUobKxPlav5CVLZuJ7Is/hzCu/Rv9rEAj8U8zBDL6+SmNC3xydElA7B3V+2uvIY4MWLFhKI07XuUyaR1h4XqO0argc1qIWffDvIPNJ60pXbv14ESFzz9pB3jJ9m4pNQM3rr5NMZ2j8fqcDHnk09xOetY0EkcFSR5ER2CS6e1TNQc+NjQIEhF0bF+4Rf0cmgDRD2rylq9i8c59NqFrqzrydp9nXZ/njqGb13HYo72DqS1VFXQK0lbl6abe9MzRXUSothxWutfWM4enYFD1WEprbsZ22Gz0tuxja66PF4yvcyFJQ13w4x0b644pkcCkYldudd+LXfYb8Rqb94Yj9EX/R+jb32Xgcee1azjqlUqYZQQAfqmjRsqC9MSwfDy5rW8VM/WafKkCZ37fXZ1jG6j/dvX0emt4SivH9/kY8pKClnyzr3kHdjddoE1gXemVOCMmwgx6nnqwsH81zSHxwr+yaoXLz8qN3J0OhzYbdYOs96RP0jyIjqEKIP2ATSyZH6NRxv4UFUUzIu803mrjDEAHPz9NXY/PJBlL19D/zQtOemeqCUjBpcV1eXyDMwNCQnDpWp1WKvKa20S6DRos53UOpKXLcvms2reHHYlnERf6zu8ZrqqzjAd5mj+Yfs/nrJfwnZDLw4lHVdnOQ/3QGBF0REVFcNn6kTmu0ZSVNn4h9TS9x5g7ZOTWLvgg0bLNqa5wwFTew9lsas/XzvGkVfctFWEAc4v+4hnja8QU9i0DSgrHFpEheUdY4VdVQWrasDejB74Xa9ezNjdr5L7zhS/Xnjr3dqgg0uLC6P74HHYVT3O5AbWHQhiyz94EOPjSax6ue7PnaOBJC+iQ0iLrP2Y2sDXcUWn4NRprQKbjQPYatK6R8Ir9tLNtQ9z5UF07jUhqrb+BsABNQ6bzcKpyjIm6ZajuKxY3NOprZUVeNdO0P4snAYt6XHZal8oq/54nuHLZ6DLXo4DAwXldc8gUQ1mfnMdw5ucR6/7VjLmxlca/kFUz2JSdOh0CrFhWnwFFY1PDTbmbmBo1VIseVmoLhelxQUc2L210ePqcn7FJzxueIPIki1NKh8WHsV90U/wiOMq1h2oaHI9Q20rOV+/iFDLwSaVL6jSuglyCpueILUlS3xf+ljf5Wzj600+Ju6CWVhVIwNs61j+hf9Wj42OT2bjye+x9dS5fouhpUZdeAclN61lzOX3d9yZUm2qmWPSgtDR+K6LDsgRlVbHo4rPLCTfP1UdTkXraqoYdBXWxEGUqmEscA7jMtt/+Dr2GnC3nCTmLgbgJtsMLKqRV43P85rpeXTWUiyK1pVks5SzMkvr+tmQre115DJqyQuW2mNOso3dWOrqhyuiEwBFlXUnL57p1038lNmZq3V7bc/VLs7jzDs5W7eYytzGu2MWRZ/FXfbryYkfza6NS4l6vjumd05tWsWHGW1dwuWG3wmtbFpSAXB8zwQAvlqb3eRjotzjjGLCmrZwW4kSwyE1BqfaMT62W7LFTFqvIazJuB6APpue9Vv3kTkkjIHHnd3irkV/S+jU1XN749/fsXP9Yj9G077WdbmCwZbX+SZlhr9D8RtJXkSHYI3XNkBc7PQOMFVcDs9MIACHzrvxo6LoPC0vLruVnb2vZ7D1Te6038wS1wAOmHuws8jb1bLG1ZNyQn3GjiiKDivaRdNuqfDsU1PdkO+K0AahGipza8X7Vew1XGq7n9Kk0cw2Ps8Ltpm46tgDSbWUcYHuT87SLdJeg92Gpar+lomSSq2FpdDdTXSj/T1eNL2Msr/xXYm3hQ7lM+cESiJ7EZ2kJYNxakmL1hWJMGs/96jQpq+Vc8bgFGIpxZX1d5OPSY3WWscyEpo2a+SeqCcZbX2FwoT65qG1r+rkpbl7A4288mGydN2IoZysz+9rg8iOHlUVZcT9cidJX5zPxr+/83c47cKhmCglAoe+/oU8g50kL6JD2FCkXSQjFW8XjbnfqZTivahZnDVaYRQFlzt50e/+A7PTtxtBUSDfol1QXnScy3m2h9mppmK1e2cnxEeEkBSvDZDtGaOrNQbAEK1NUA6pqr0xYvViclFREZyhX86xuo2UldReoE1XVcAs0/94WHmDpa9ch+7RJNZ8/HADPwnfrqvS2IFsMg3GGBbTwDHVR2rH6hSIS0zBpurRKWqL1hVJcScV3RObPhW1bxysCbmRV+33UdLUzSSbucy5Qe8ej9RBBmkaS7J4w/gM/7LPbtZxeoOB8vHavk69Cv/wy8J15aVFLPv0Kb92XbUGh8NOmT6WSKWKPvOvrnN2YLCRTaUleREdhCtMG1wbTQXV3UODjj+XnwY+w13263mj79tsU9LZ6urCtgt+of+xZ+Fyz4QZXvYb9ux1APRR9nKlfgEDKleSEzWIzxwnsMnVjY9Nj7A75HJy51zhrVTRoTdpU7R1TivVF9LqWU7VrReddMW143V/eJjNoSzr929Wjngak7l214dSY/l41RiGTlHRNbTo3GGfSmNu+h8D/v0XQ066uIGfnia1ahvjdesIsxxCp9ezw6S1ZmWv+qHRY2vH4Z2y3VRR0XFkK8kcJJHCnN1Nq0Zt3nTd6p2QHc6OMcFXZy3hFP1qRrrWN/vYvmPPoIhIYilly7Kf2iC6hpUW5jI68zEGrX+83etuTZHRcaTf8StrwsZhVJwMW/ZPMpf86O+w2lR6wV88YXiDoUXzGy8cpCR5ER3CkCFDAVD0RjC5x5rYKiiIHsRnzgnsDenDjcbHmGR7Ckd8HwxGk6flBSDJlcd7xsf52XwvjxrncGzZPHZ2Op27HDfys2sU6YrWEjC8fKFvxUYtecFeWWvmR++evQFIVGtPg7457xFWmm8k7eDPjL7kHkaceT2h4bVHHXeO0hKacLMRJVxL0AyW+lcHVWoM2G2u04veY67pSbrk/wVAafJo7VQ5zb+wtvSrXef7NtN55g4yBoxuUvnth7TxRev3lzap/HXl/+Nz00yic5Y0K662Eh2itQaGmpu/3qfRZGZ3orZdRO8dc6CdW5NUQyg/Okfym9q0BQI7spCwCAbO+JrVESegU1TCF9yFzdqyrTECQWL5Fi4z/E63yhb8bQcJSV5Eh5DQqStF07eQeNcKHO6l37et/Ruju5vA7nRh1Os8twEyOmldPs87zqcytg/H670bQJoMesxG7cLys+luOiuFFKi+yUWFzcWBCu0ivTM7j1oThMO0AahYSuCwvXTCXOUkKKXoG11vxJsEGKK05f5DrA0tbV73JOWmTKlVDpvqrU/QluwPrWz6ANpqu/K0briNB5q3QF6LF2HTNS1JSnPuZYRuG3pL07ZMaGvJ7j2kYpoxNqimYRf9GxQ9pt2/wboPWzO0RjlDE7jJ/k/u4vZ2rbetGE1mevzjbQqJIt21jy3Pnd7kDT8DTZx7xe6YsJb93gWDoEleZs+eTf/+/Rk58ujd6yHQxSZ2JiQsAoNL+8CJ/esBIla8xO6Qyzl97c0Y9Qp3Gz7m4Nyp7NmymsToKABMOIhJ6c3KY56koJO2jsqg1BhCjXrM2Oij2w/AHMdpPvU5UThUpf0J5BcXe1obPIvjhcZ6yh6+a3SXGG1MSHpiBLnZWaz++T02/V1H90yNlhRzpJYMhTjLapdzq14xuHr657rfPqVgZlc2Ptn4SrdDumg/j5EZWj3hyT0AiLU1fcaQJ+zqLrQ2ntXj3eCyaR9Fugn3smbcbNKGtGTLg7bgO0ap2ZL6wYn/1m4vb/p069agBuF02+i4RPYe+yQ2Vc9gyyqsfza851Sg6pMc4f4/ys+R+E/QJC/Tp08nMzOTFStW+DsU0Ury1Cj6hRUD0F+/jyesj3Gz4VtOc/xOeWEOGLRvHSbshEfHMuLsG4kfcoZ2sKJjcNkfbA2Z6jmfWt1F5KYoCnvDB/KTcySFhiTMsalsMg3BGtdXK6A3UI52zP4Dvq0XsaFaC0NiZCi7/viAY5bcgnXJa7Vew8FibQByudWJKTwGgFBX/bONlMPGmuiNZuIpIdLe+EZ01S0vOnfik9xV6/bqTH6zuyQ8rTjNXENj0+J5bHlsLCufrX+XZZ96mjlgt//YyQw79UqSu/RoVlxtxeFukTuiReqHT8WFDg6u4+Celq3L0xLensFgSl9g6CmXYzntWQAiVrwIZU0dPB5IZMSubMwoOpxuFm/z+aapx7L0+z50O/ZikuZqg1YXOQcQEdWVwsJlxAHXGn5kc9EWSB9HzT/qiDjf7QyvUL/z+Zqp0+lY2/Vq5uwbzw0h3Zl8Sj845XKfY0qVSCLUSiqKD+umUL3fuA2R2lgWk712F4vFPTXb5oKQyDgAwtX6k5c+t31FhcPOMLM2BTI0RpuuHdmk/Y18P9Dik7UBx3rVAZZiCItrwjncp/Dcal7yoroc9LVnstfZvO6mpu4q3dFsyymjP5BdbKVro6XrEZ7AFtMA+ts2sGfx53RO/08rRlg/ffEudodcTqkaBjS/da4jixo9Bda9BTnrUd8+lYILPiOhS29/h9V61Lq7l48mQdPyIoLHmO7aRXZURhzhkTGMuew/dOraC/XslznP+hA322dgj0hhW753eqneaWXN/PfZ/fvbAGzOKaf70BMonbEL1aB18aQovlOZFUUhOUp7Lre07r7xOeHXcqNtBnnmVJ/Hyyxa+RKLE3O0NpYlzF5c6/jqsSoudETFaK8rkqoaHz6+QkLDCY+MwejegDAqXlsEL1ota7T/fk++Nk5lZ757urnBBCHR2u2K5o4RaeaeQ26xKb0ASHLmNm2cTjO/QW5ZvoCV3/6PPVvXNi+wttKCWVl1Kco4k5+dI/gtL+aIQ2oyz1YUHWPmVqvS6eDCt3FFpqAU7Ub35kR2bmh8raRAsXSX9ve8fHdRIyWDlyQvosN55Yrh/Pv0vrx8+TCfx3sOOZbCuCGUEo5OwZOUAMRHhtDv7xl0s+0AoNzmxGQOISomvt6LqE6np1NUCKBSWlx3t8yW2PH85BrFIYfvYN/9hVrryc78KkLdyUuEq/aMmeq6VRRiY7WxKDpcYGva8vbxyWkUE4FBcZG1seEZNiVVWjJXWOEdXOwI1eosL2zeN+vmJhXVElO1jSpDFDv7d9W907av6iSpafVU/PUKI1bfw8FV3zcrrrbimep9hM33aafexg32O3grJ4OiivZZ8yU+XOt2DTEGaQN8Qi/yLvqG3bquxFHKT5+/xeKdHWOg95Fq7hIDwUiSF9HhxIWbuP6EHiRFhtR6rqdzF0OUHejslWzNmEK2Gg9oC85VKTXLey8mLmc9mxoqCj0sG9lqvpoHD93Ksk+foXhmKstfvNJTJNE9myS3TJt2eSBrCyWFeZ4xIYqiEBGnde3EqKW1EiVV1UZDqChgDPXuimype2rw0vceYMVzl7BlxS+ANntnd6i2+Vzh1oaXP68eL6PUmLmzvVz7mWzbtavBY2udq4XJi8kcwpaQwQBkL/uy0fJ5cSNYGzrG0z3WGHuI9n5T3Lzdq9tMK21u2DU+jL6dInG6VC78X/sscx/mno1XPYsvGCV37U3UjT/xVNS/edp6LtfOXcmegqbvvdVxBeammq0peH9rRdDZsvJX3rLcwTfmBwgr3obJoEdXY2qxlRrJi3v2x9JXrseg1N3yoigKUTEJmBUHka5SXPYqYihHZ/eu8tsnpIgzdEsJ3f83h/bvJGXuaKJf7IlCdaKgJ9qdvJgUB+VlxT51+Kzaqyhg1mYHuKrqHhMSvv9PRpb8RHnOTs9jlshu2o2S/Q3+fKpjqjnzpcqkdVXZS2tvcdCQQ1GD2GgeSmhkfLOOAyhLPQEAY86aRsuOmf4mQ+/5mZ5Djm3SuQ1p2poksYUdY32L6uS0NcYeXHBMF/5p+Ixfy85h9Y/tsUrs0TFuIi4plVtuuZNR3eKotDl58JuNft3Nu1XIEruSvIjAUbSuxqqZOj1hJr2nhcDihAq9dyn76m8kqXl/1Xku+78OYjKFkNJjIHnXr8P8f5vY0flMJlqf5tukGz3lhlpWMtv0IkMPfIzN4k1qvFOaFULDIylFW1iv4MAunv9lG9fOXYHD6arRbaT9qR20ak312/bWvfbKb2GTecJ+GaUx/TyPhcZr422S61jpt041PtB+6Xo74ywvsizmjKYd6zZqxkcM/Ncf9Bg8rlnHAYR3HQpAYkXztyVoTHJ/LcnpZt/ZMRYha6WWF4Bpx2VwrHEbFaoZx9a2Xzm1zKKtUWTrIKsVt6Uwk4H/XjCI/vpsbtp9G0vff9DfIR2hoyPxbIgkLyJgKKExnts9EiPoXLWNToo2YC272EKFscZsGvcF3Kqre+MyI04UnQ6jyUxiSjfCIqKxGKLZqaZSZkrylAtP7UumcSCW2D6ERmj1u1QFXfU3bveu187odAAS7QfQLXyMEduf5881mQBUqSbs1TtgK1qSY63wDrRTXd4kZ0noCbzmPIuKqJ6e54f00xKZDJNvV5PDbqOiRkuPp9uoRsuLIS6dAySQW1X7AlVaXMCqeXOwVDZt/E1Tdek/BhcKXV3ZOAtbt3unS/cBFBOBWbGze9PyVj13S1R/AW6N5EWnU4g97xm2H/8Co2Z8dMTna0xBuZb8VdgDvBWiibonRnB/922M1m2h/663yNm73d8htZwndzl6k5cgHaklgpE+3JucGPQ6InXe2Tc6nYLVHA+eL+PaH7VNF1b3Ihz2KjD7DsKt3myx5sfBwGPPgmPPAqCyXOvq0SkqZleVVtadKMSm9oaSTMIr9jNV/zNRShXfl91I7xPHwzF5pLnP93HMNHYdLOTi8H4MQUtcNj45EZOzkp73/u3ZM8lnl+JIbcYRZb6Dbrc/NZ5+9kwKb84kLikV71Rp7yq3CRFaS09Bee1BoFmvXcbwqmUs3b2EMTe33gJpcUmpuNLHwZ6/0e+YD6Ouq7fszkeGkebYy45J79F/3OmNnlvR6dgb0o8YywoKty2GY05otbhbIiIhhZVRJ2OPSKF7K5xPa+lqfmtXS6hH4XTb0VOfZOW8XvQ69nw6xSX6O5wj0Dqz3AKZtLyIgBGW2M17R9GRnDGwxl09zlDvh5HLqLVw2PW1B/0CbHvhLE9rx9I372DFc5cQv/Nr7jB8yqCyP+s8Jm+/dxxKqFrprtf9JxTdRfu/7AAG9weLo44/r73Ro/nNdQwFqjb2xW63Mci6mj6OLezfsZ5U+14GKzsx1lwzxr0nklrpOyOqn11r2dnx12daLJ5BxN4yXV3Z3Gv4kBNy5taKxWHQfkZqeEKt57Y/MpzSmSlsWflrHT+Jxum6jtVuNLKvkkG1YVIcNGfeREXiUAD0B1e1KLbWlNF/JCPu+IKx17/UqufdtnohS/93M1uWtWH3UfWmoW1XQ4ej0+sZcdYNRLsTF6ul0vOlJJDoE3qywTwMJaFn44WDlLS8iICRmO4dB5JTXEGnfkPcu/KWoaDQtWs65EBJz/MYc6XWkuA0hNV5rt72LZ4P7dTsH0lTD2C0FXOhYSkryizAbT7lVZeLsnzvgNnt3S5jZ2gM6RmDACh2hRID5OXnk6hoLUIZRUsA34GokSFa91GZxb0yq8O7N5KlsozrS56nnzmTNfnRgLbSbxERxAJqZTEuhwO9wffP1lVVrNU34yfKHHYGhYZ7f2ZKCRMM37O/onOtn8HCxCt4rWAIJyadwNjDngt1lRNFBQecLVw7tpP2c7HsXU3d6aPmztBHOFBQxvOJwxoo5av70PGw7w2O0e9svHAD9u3YQFrPQUd0jrZSvOhNxhR+x7IVVTD61DapozW7vALV6g/uJyZnCSk3fkV0fNNmvHUEoy74J/BPf4fhV9LyIgJGYud0z+38Am29Bs+UXp2elFTt+WiXdzyJ3ezdn6imNxyne1pNqtwDfSNVbc+hMHeCAVrSkjOzB46HEsgp944NSDzmbEZfci+d0rRvPlvcVe49mOOtpCKXrMwVrHvyFJa9NAWAHuoeztf9SWTeagDPJpQA9soSz+tR8Xb9hEe714dRVMpLaq9HY7RrY1ZCwyOJjI7zLHAHkNx9EMtjTufgoJtqHbfP1IP5rpFURHSr9dyd5oc4yfoMlQktu7hXdR6JC4WQ/I3k7NtRb7lCJY4DJIChoRTHV3I/LSHUF+6Ew/acagrV5WLpm3fQ6b3xHNp/ZAmQ0+HAUlXR6hsAmgacCUB6/p9tNjNGbcXBxoHIaqmk775P6GffRP4rp5F3YLe/QxLNIMmLCBiKTseS9BtZEzaOvqO1TRZj0C7cDmulp3uF8jzPMa5Q91RhvAnJNba7eMzhXculyqglOMlKMQADUqJ96tTjxKg4ybPq2enSWjBslb6DZ3Wh0VhVI84aLRUpYy+msjiPIVXL6VSkdXEcU/Y7z5r+R8+ceQCEhUdR6t4/yWGtpGei1moysEuM5zwmcwh3u25lqu0uiu21G0t7x9R/cUvolMaoGR8x8vzaOwdX5u7kZeOLJM2/udZzB3RJ7FJTwNj0pKKm0LhUthu05dj3rfml3nItGncYFgdx7hEm2aubHZui0xGTsxij4iTrr0+afXxNG/74nJAnU9j9VNOmejdV37FnUqma6UQ+Ozc0vDhhi6lHx0Dd+phDwig47xOKiaCHcxeWNyaTn7PX32GJJpLkRQSUsdc8ybC7f8RgPGwreEWHNcQ9diN3E0s/ehyA4b21HWcM1Fh1tkarBoAlXJuKHFFVPX3Z90partOSGWvJISrRWjUisxex6e8fKCnSWoAKe15AH+tc/ht6h+e4kIQMKqMyuMt+Pe+YtWTJkNyX9SHDUeO1ZfT1BgMlMdrYnQSDFYN7qXaTwTfGv8NOYqFrGIW22n+yJvc6Nkvm3MPy5y9j5/qmLXLWz57JmfqlnK1fgrXGNHCosYxEk85Utz8y7uBM66P8phtTb5nLrZ9yn+E9zGX7mnXuwhitRShzxW8tiq2o6ykAmPYf4YJwbdR6ERIWwdZwbU2bvKUfNlK6ZY72lhfQVu0uv/JncokjTT3A7g8DoytmyRszKJ3ZmSVv/Z+/Q/EbSV5EQFs9+nmWdr+NHoPGUGrwdhEpBdo0SL1Jmyqt1BiWeLxuA2N13qXr1ZjDttRTfP8sykxai05o4RZ6K9q4l7QNLzFgweUc2Ka1qESGaslUeaU3CTAYTdhDEvnMOYHFJu2b+YizbmDwvb8x5rJ/e8qlpWitOV1CbT4bPtYUE6a1HBVXebuZmKCdw6zTkpf47N8YVTyPsjzfb49lJYVsW/1Hrb1dJriWeW7vyfSddnyp/WvuNHyKqTKHlorsNY6NandW7Kust8xkx69ca/gRU1Xzdv7dZuwDgG1v83eRX/LOvYzd9SIAXSs2HFG3TH6n4xlkeZMHoh9v8TnqNVTbJHT4gY/ZsW5Rq58+Ma03K0c+w/5xj7b6uQNJl54DKTlnLi5VYUTpL6ya1x4LBB4ZxVFFFJXgaN3uykAiyYsIaMdMvoYxUx4BIC7Bu4v03+bjAaiyei/2Z1gfA+B6ww98ZHrM87gpvpvPOdfu9519YAnVBvKNKf0Rs+JtwdnmSkU1aMlRhFnrzimv9H6YbFn0pWfqc33dIiWFeZD5jXanqpjcUm0KdnZxlU+5EfodXKD7E+ehLZ7Hdlm0LqatO7QxJT+EnMmT9kuxRPXwOXbTvP/R+9uzKf3pEZ/HDTU25Cva4ZsEXOiYx62GrzFWNm9l3prG99aSvpV7isgtrXtBuRCD9hEUZjbW+Xx9Ynsfy0ZXN1ZbUmpM+W0ip/d3IoFiDuze3Lzja3ApBsoIw6qve2D4kRgy8TI2mI/BpDgoXfBkq58/Oi6REWdcx7BTr2y8cJDrNewEViScDcCQZXewf/1C/wbUiL+Sr+JE6yxWpFzu71D8RpIXETT0BgNjLC/RzfIh7x7Upi4fsHi7lzapGWxypdc6LiTWdybO4SuOOiO1bqVOTm/rwFP2SzjV9jSWRK37IsZZyBvGZ3hF9SYIhtVz0FflM0G3hgFO3wukpaoCp8NBebE3OagsPkSpe3PFggrf/ZjOrvqaWab/EZGtrRisulzklWjjfYzlWnfXr+aTeNV5NlVRvq8xPFWbpZVc6bvi7aDONVYkztvq85xJr2VboSbf7qvmSIkJ5fq4tTxpeP3/27vzuKjK/Q/gnzM7DMOwM+wCLiCbsii4m2Wu1a1b5nWrLNOyNG8uZTfLcul281b3l1bWtVtWekvz2uJNyrWruCCQO6IoiCCg7MsMzHl+f5xhYJhhn2GR7/v18qWc85wzZx6E853nPM/3i6wm5r24KYWgxd9FaXF/U/pEjcSD+vVYXfUwsm9XtXxAAyc0f8Lw6veM85eyj37bpuMbspiXx0pEYjHsJwsjOpEVSYDWuskEianIJz5AunoYJBwP36TXgG5cQqBC4oxM5oVqqeUFCb0BBS/kjjJ2iLDk9qmRwoTOAokwGpPJC6Mni2ueBWBakTo4wPSxUeM5AGJnIRCSc/Wf2J05YWVS3U1LqZDgHvEpDBLVF0C0ry2B8tYZfCZ7GwsqPzJuz349FIq3vHHtQjJ0EgfomXCO8xkZ9WUHGt0MdR6R+F0RC5mT8H601ZUYen4dAOC7GmFOSd3v2sY30qDBY1HLRPBm+ci91iBI4esDJIdS02yjLoagwq+NQUVj90jTME1yADWXLefOaW+ac7lEjFBvIVdOSnbbVhxViZXIgTu+YBMBAEGXPoO+toninS1wLDqDtyQf4w8V/27X8S0JjogHnPtAwnTA5fbN72lKya2bOLVnC9L2f2PV8/ZUdkoV+j/1OSBzAG6kAAfW1j/G7aZ6cYJdCl7InWX1/WH499MJeHqUELxwag326OOwnx+Mq4o/IVG+TNjeYE6J3LFRfofG8008zUdrCpkwibeugLOjsweOh69CUt/FxjYqfTGYhRUdtZwwGlRxKwc1chcsqlkIAFBoC40p/iEyvYaE2W8gcsWviJ74uHAOfS0qmRxaJsHHNRNQqauFnz4L4dwVSGrKTI5VqpyQLRZy/OZfaZA0jtWvjPLXpoNvmNPFStlXRQPuxVHvOdDEP2y5QQfSnMf4O8Me1ShNfLtNx/GG4RJR9CxUcA7wwG3w53a1+fUBQFFxHdMkBxCtbfvcm1bhOGCAoS5V8mdWvZnevHYe0ccWw+PgS1Y7Z4/n4A6MM9Q9OvQ2Tmx8ot2BrS31Kz6MpZJt6FPc9SUyugoFL+SOIhWLMCTQBRKx8F/bNzAMC2pewOra2Y1aNrhZ2jmhuZt0/36hJl//qB+CMaI07JUthV2xMGIhkysw5I9L4DfsUWM7J1aKSB+hBEGwp6Nxe5lMqNRcXXQDtXqG//Fh+IP2dbwuWdxg5KX5H029WImB2i0YoP0cWshw4moRVpT/FT/IX4HjrdNm7YsVwqOv6vz6vCaZBfVBjiMqUXQtrf6AuiCqgx/tYibNRcK89xE4MM7i/puGOT6XCyrafO65IwKwS/YXzKrYgpwrZ1s+wCD41kGslGxFSHUKlCOFZeLS//29za8PAGqF8FhNpWjbnJ02GTwDTCQFLv+Kc4fa/4irsVqJEsf4EJwX97PaOe8IQ+ehavxfwYNDXMFOHPrHk9DWtjNZo40Elx7Hs5Ld8C1ruXL7nYqCF3JH83e1x+dPDMHuhcOR8YcfcVZpWLZb0+BmKRKjSuLY4KhGN2xHb5Mv9RAjUJSL/qIciPgak31iiQRXRH0AADKuFpWGOS0NgxGtXJjIWluSC76mGnLUIIt54HSZA+rrE1kOGupGR/SGT+COqEAEdwWZ55KNx3Ii82O1KmH0iN3ONG6rqjZdqeBacs7479sVwr5rbZxP0lZ1k23bU9jYx1kJnZ07sjlv3L7edCK8xvzLkvGU5Cf4laUB8QsAkRS4eQa4crDN1xDsJjxW6+jjtWZ5hiHZUxi58tj/okkxzo6oduqLabpXsUq+1Crnu5PYDXsaKUP+jnzmhDX5CZj3eTKqa7pPAKNSSAx/2zBo7uYoeCF3vFH93RHp64S+USNQ6mj5U2Yu32DiW+PAQe4AKOoT19VADHtDBUgXVf3cmQvH9uLGuf9B/fSPuMEJj6JKrhjq7zQIXmodhImi4pJrkBacQZLiOXwnexVVNXrUGj7hcZzpRNmzR35C2SoNstYMEs5hmOAyU5yI7+WvICxzC/ydhWvpr1GjMZG7kDDOoah+tZLIUIOpUmmoy5Rb/0iprkhlrRXmLF7POIO0fdtM59sY1I00tXfCa8iLifBbdR4Ro+5v9TFqufC9cLSXA/Yu0EYJq20ydq1p7rAmtLCczEpCpq/FNc4Xv9QOwse/tn6UqTn1uXx68cSJZsRMehyXp/+GHEkADqYX4IP9rQ+QbS3MSxjRDfdx6toL6UIUvJDexd7V4uYMdX0lX95BY7Y/S19f0foh8W9w5IQRCWf7+uBFuncZopMWIef8MeTZC8FCZZaQAfZGSf1SYZmPYYVS6UUwvfA83V9UgFckX6CfyJAor9HN0D0gFCquCr7666iuqgBfUYgt0rewTPpvFMAZvNQe4iYS3AGAX9RYAEAof9G4VJgzzHkpdRauhzUIXpqaONwehTtfRNShp5F1bLfZvvryDu37VWSWrLAVQj2FUZIwH+F7WhA2FwAQWHIcl1IPt+1krHOCFwdHZ6Q/uAcraufh/46X4NLNspYPalH3nozaHSSE+OGdR6IAAAcO7kfmhW7ymKYXVgRvjIIX0quIHcwrKAPA+bAl6FP9Ff488BAS5ph/Ai+SuFs4CiYjKlpDjaSaylL49RWy5nox4bFRSXX9kLNH/yEAAP+aTAQ41w/7PinZgxNOE3FjzjEEDxpl8jLuXgEoggoSjsf19FTw1RUYK05DFZPB/bWrGLpwS5MJ7gDAq+8gQKqEuLYKKLoKABAZ5rXcdBDm9FRmpxgfS1kzeNHaC4/d+GLz1OtcO1cbNaavrW39xMq6icoiIcjz7RuB39RT8I1+NHaktS2vzcmrQq2pszesEUw0754If9wV4gE9z7B4e2rb89s0YleQhhPy+dhUvdxKV3hnmhiuwV+8T+A7yUtw2nYfblw1H0HsfJ0TNHdnFLyQXiUgbhIAoJLJTbb39xQCj4x8yzehY14zjTlizsgHGbdrG0zW0ImFT/QxxxfDPW0TAEBZLeSGYQ1+1DT+/YWihVwNxBX1N8skzQwoBj8C78AQKOzrc7AAQj2efIkw6bYsLwP2hhJHInF9raMiwzyVm6UWsm5yXH09oNvCcm4RDDdxjwGoZlIoUY3rhomvdb8SuXaOiDRUl8FYWpZjts8aQVLyO39A9Rs+OHt4V+sO4A3vu0GQp3zo/7Cidh7+mW6P7NtNZwRurC6A4DvpE/BbD0UiXnYFLxasxPFvN3ToXJy+Bu5cKdSstOXGvRjHcZh0/3TkiH1w0f1e2CkdWz7Ixk5lCekBkq+1vTDpnYKCF9KrePoGI++Jk6hZfM5kez9PB4jAo/pmhumSYYMav+E4wAvDx+Xq/iiFEKjkl+uMbXRyF7Pj6rAGN2epTA6RgzAnRlZmGI3QRCJ+/kZEjH6wyXOU2wlzZbSFV+GkEH505bL6kZsKQzbhoirLIxDlDsJy6ezLwmqkupEXkcQOW5Vz8IJuAS6W1j2GMQQVVrgpy1yFoM+h6obZPuPZW1hd1ZxauROUXDXYsQ9b1f7UNWG05GRW/U17kJ8T4vo4Q6fnsedMbutf3NCHrJM+Abur5FjcrwBjxWnwPvdJh0obeDkKAbyzsu2P3nobr4AB8H/ld8Q/+wmc3b1aPsDGagxz43TdN4+ezVHwQnodjX8/qJ1NHx8FOCtwRTETP4sX4fjm58yO6evhADHqcrBIjflYGk6s5Q0TcVP5IKwXP93oDI1ubmphFKU0V1i6fLvaUFzxXy8j6cNnkJdlmjQOAHSG4APF2fWjByIJfl9/N7JfD4UvM9x0m7iRntEK13fzvFClWM+JoWNiiMQSpAfNxnf8SJy+xRmu1nrD0iqNUK7Atda8TtJ1u/64KBkAmV37V+t437sYADCw6hQK81ou8Kg3zDOqbfA94TgO9/ZXI0F0FuzMd61/8S6YexB+/wtI8p0L/pGtHRoZc7ITRu2UbSzN0Fs17Ou87IwOj3x16FpovhIFL4QAgFQqxbHQl1HO7KAIHmG2v7+bAlPEQmFDacUNqAwTdjlRffDCqYW5HQXMCftFCSbHs8YjC45C8FKVJ6TsLyivQX5OJhIyP0B83pcoLTR/xCJ2E4IAVckF1NQKIz48J4aLNht+rH5Uo6kcMaqBd6OcKaAtE0Ye+v7lFGSv30bY8MkI8xZWKKUZ6jrlSgOQKeoDqbzjNXs8A8MAAO4oEmo5NRC1PBEDXjkOv74R7T6/X78oXJQMgJTTI2Pn6hbbGxMBNlrRNcIhF1/L1uDh/PdaPaLRFZWZHRydEf/kBgSExnTwTDTpsz0YzyP36+cw5MzrOPrPZR0a/Wr/RdCcFwpeCDEYOm057F/NwaB7zIud+bs6wJcrBADU+o80bm/4aUzuLAQkvlwB5Gp3pEqijPsa39xStEJbx9vCIxwJq4HH5kEAgC9rx6HWznyCsCZiDABgQG06svKEaymo0KNMYvq4qmFA1VBQzHiEaz/FjKqluF2hM9kX7euIOO4CwrO+AK/XI3TlEQS+mgbvwBCL52oLRydX5EJ4P7nptslEWz1sCQCgb/5e6LSWi0DW4RpN2K0TGDkM2Zw3rqjiUFFeYuFIS6yTzK+9CvOykZfdviW8ZYYK5VXWWA/fy1Q7CSkXErI+wrGPF3bBFdQ91u29t/De+84JsUAktnzjF0skOOl4D06oJ8BtQP2oSk11fbI7rxBhFVGoKBtzKj/DVyH/wAu6BYa9pjc3kW80AMCOE4KIarEK5UyoUP2pfiL0Kl+za/DvFwXIHSHhtZAWCY+beIhQJTN9BNbU5Fc7uQQ+TsJIypUC0yJ/IRolPpetx1J8juxLaZYO75ByV2FkZUDhr1Y/NwCEDn8AhXCCG4qRsvv/mm1bF7w0DvLkCnv4rTqP2D/vhINj6wreccaRl87/VVpdWY7CTx9B1s5X23X8tdvC/4H8Ml0LLUlDnEiEhHnvI6mfEDDH532JE7s+6NyLqPt/13sHXih4IaS1Ypd8i7gXtiM4chhOKUfhsjgIPsHhxv2evsHGfz9U+Q0CXJXYzQ/DC8E/ou/zpjlO3AeOwkzdS/hrzSMAhMc/t8RCDhpPrsjyB/kGK4ZkRcKcGD0nRo1do+ClmXkQQe7C3JKMmyU48e6jSPnrRORcOQupTI7zqgSkKEeA19c0eXx79ZsoFMTk0veYbM9cHYWbrwUhO8O8pEFbyOQKZPQV6j65Z+xotgZQU4+N2kPu7IPfFTGodg3r8Lna6urZJITUnEP47V9QVdGOpdrGwIu0R/yMVUjyFXIEhaS8gcIb17rgKnpv9ELBCyHtEL30ewStTDZLklbpUF/E0c/FHnqI4Ja9F1KZ6dJsjYcnToqjkA/hEz7PiVEmFYKQWO4iRHwTn4Zd+wIAuMKLxuN4pUejRk3/QnvQPhWJsqUIPvoS+hQnYXDlEVQbHpFEv7gbg5f+iMCwobj8xmBkvx5qMStuu/gKo1IozQEqbxs3O/OF8MQt8LUdD5iC73oMek6CIO05IKOZEZ66ydZNPF6rrdHh9KH/4FzSf1t8zcixf0Tkin2If7LzJ28OiLkLuXCHPafF+d92tf0ElOisw4Y8/jYyxMFQcVXgPx5jvZ+XFuhV3rgi6gOJqvHPfu9BwQsh7WRphMN+6l+FfwyagSF9XLBa9gVW6t5DWuIXJu1EIg59XJXGFUxMJEGVQlg+/Wfpt1CUXIYlJ6qE7L+KPGHuCA8xxCrhuCuiPsiZfQR+AwY3ec1BGmf0E+XAo/Q03hXNxks1c8E7mj+i8qrNgR+7AV5vpYq6CkdU1S3VvlBfCfcprMIU7ZuodfTr8Eu4e/eBeMiTwhcpnzfZTqsKQLqkP2Rq80zKAHDy6zcQsW82qg83//ipq3EiEa55jhO+OP3vNh9fF7t05mTjO41ILIb04U+QDxd44DaUics65XUT5r6DoFfTEPfgok55ve6IghdCrGnABOD5FGDq+9CoFQh1EW4M+vRfzJpO9NdjueRrAADjxKhV1t9Mm5q3ogoR0vyrIcy14SGC3ElYAi2VyeETFAa5oukVQoGDx+HMuM8hmfktfsQIfK0fB86+fn4H43kU5mVhrv5lPKx9FbzS8g2+PS7qhdVYNxo8IrqIAJxhQeCkdtZ5kcFCnSKc/x5oUISyofgFH6L/KycsTswGAKcQIbtxYEVa16wkaQO3YbPBMw7R5Ydw+uDONh5d994oeOmIgJBo2D25B0wkgeP1A8CVA119Sb0CBS+EWJtLEGDIfDvgsQ9wzP2PcBrVOO8LMClQDBdOmDSpHLcMInV99WpvZ8t5T4IiR+Cx2pV4XifMIeE5MaIGCun9/cQtZ9t0dHJF+Mj74RMUCj1vWhSR8TyKVgfA7cMIXNc74gQLAawVVACoUPfHJd4HNyvrA4L6FZ9WuoFqIpDvEgMwHif37WjXKYKiRqKKyeCMUly7eKrZtsd3/B3lqzQ4ueGP7XqtjuobNRwnPB4CALjvX4by0jZkXKU5L1aj8g0BFyvMf8Hn96Mwx3LgTKyHghdCbMjRyRVDn/0U/aPHmO3rGzUCx1zuw8m4vyFgYBxcg+vzdsgtFFcEhImptzyH4RLzxU5+FAq8xwJqwyOXinyc+HBeqxK1AcBQPg0jRb9DygvlBDiRCKUiId9LICcklLPmCuCrg5fiHt3b+I6NNW6bje/xjPg/EFdbL835FaWwkgtZR9t1vEyuwGXFQABAXureZtuyWi0cuCqIeAslGTpJxJwNuMF5QoMC3Pi29XWKjDlqenGuEKsavRxMLlR7dts8CBlpv9nspZI2zcf110NwfMe7NnuN7o6CF0K6CCcSYejzXyB28lOQK+zRd/CY+p3NjHgkBLviPAvAD31WImHuO4C9CyAVHhXF5W1HRXFBk8cCQNq+fyPpkyX4RLQGX8jWQ1JdaNxXpBACoVclX+Bx8R6IaiqaOk2bBboJo0mZhfXnfAbfYJl0O8TaYqu9jl3YBPyr9h5sqxpqcf+pv01F3mvBSNu3rclzlPuNAQC4XP6u2YKPlzWTMVq7Ad+6m2dl7iz2DmoU3/0OAKB/1vZWP7bwCIpE0oDlKBr8jA2vrhdRuiIt8i8AgMu8F97YfggHLrat0GdrSaoK4MtywVcV2+T8PQEFL4R0F2Ip8MTPwIOfAM59mmz2pzg/zJfsxuprM4QlxhyHmyIhCdxF3he8oukaSwCgS/sG8dc/NX7dsLij1jEQANBXdAOrpF9ApG1tsraWBbsLxSaziyqhqxFyrYgMH/olTeTXaY++g8dgNf8Evi0Ls1hk0U57CxoUQq9rOpldn9GzoGVS9K9NR8qeT5tsp5M44BrToFRquVp5Zxk4fCoQ+4Twxc6nTVZ0NUXj3w/x019G7JR5Nr663mPQ5Kfx+91f4cWa+TjIR2HFjtOo1Flp0nsD/3Wbg4e0q3DFc4LVz91TUPBCSHfiHw9EPtxskz7uDpisTIcHinAj+UcAQI5EqNz8b/0YMGXzN1K9ynRlj4e6fn4N5xpssk9iharSxtdRyfG1Yh1SpXNxJXU/AMBOKpzf01FhtddRyiWIDRAmIX/6m/ncgw9Ui3Cf9g0Ue8Y3eQ6NX1+k+M0GAPS/sAmoqbLYjrf2nJ2OGP8m4NYfKM/DlW2ds+qFmIscMRnvvvgUACC/tBLf/fC91V8jX+qHZDYAlQpaKk0I6UG4UUsAcGBFQlXqdM1kvFEzE4f5CKgUzRfaE7n2MT2XqH7kRR04yGSfm8p6QQXHcZA6ekLFVaHo3D5ho41qtMyID8AYUSoGnXgRNxsVucwW++J3Fgxe3nwW3b5TXoBW5gzHikzgjOXJvx7FKVgm2Ybo0n1Wu/Z2kylRMu5tAID3tV0ouXWz2ebFhXk4e+QnZKT9rzOurlcJcFXikz8G4kfZy3g4bS6uXUy16vnrJlmLukPQ3EUoeCGkBwofPhW6P2dg6DwhF0nImOnYwk9CQvwIuKvkzR7rPsC0aCQaFHLsGzUSpWi40sm6vxzdJ63EtWn7kDBnrWFLXfBi3V9F90V5Y6nyJzwgPoLMQ1+a7OMNwyViUfPvzU3jB/lwYVUXEl8FqkvN25ScwTOS3YioOGKdC+8gxwGjcFksPPo7ejix2bZX0w4gbO908N8v7oQr633GRYeg2sEXFZw9vANDrXru0LKjeEK8B67lF6x63p6EghdCeigHR2djorxBfk448/q9eO2+ltPUBwyINglQqvn6m7hEKkN62Av1jSXNB0JtFRASbVINWVcrzH0pKLd+fZ2qqDlI8nwUruHjTLbfVfUz5ot3w67SvHK3mfgFwvyjylu4tON1s90quTBXRylvfrSrs3AiEc7Hv42h2g+w8rQnCsubXgWlF9vjMu+FfHHvffRgS5xIhD6P/xPpoc+ZZdjuqKGlP+NV6RfwLEqx6nl7EgpeCLlD2MskrZp7IRKLkTF0jfFrrlGAEvvwUmDq+8C964SVTDZScOOqMVW/3gbJRmKnzEP8go/Qb9BIk+0PVO/GCuk2KMuzWj6J3AEXQ4TRl6D0T83q14R5CUtjQ73U1rloKxgzaiykDi64VaHDa7vPNtmuyGMoxunewd8cX+7Eq+tdnN29MHRa/fL1k7s3WaXwqcIwV0whs95E956GghdCeqHoiY8jZdgHSB2+yXJG3pg5QILtltAmbZwH9UfRkHGGCs82fnbfMFOuXCxESgq5pKnmJgbcOw8XJQNwlWnwv1Opjc8s/GXlx14d4SCX4MOZMRBDD/3Z/yAn03K9HUpO17kunPwVUckr4bJ1PE78Z2OHsjfXBc2D/Gz34aK76z4/cYSQTjV4/MwmU+TbGlO6GwMXAOBsePO/cuYYLq0dipwr5wEA3o5CMc1+nk6tPsfvozdjnO5v2JTRaJKvsUJ195o4GdvHBf9y+Rc2Sd/F9R/fstimLkldN7v0O5ardzDS5QOh5KoRl/ISfn/7XpQUFbZ8oCXNVE3vLSh4IYR0uvhZbyBJM8P4tdzOwWavVfn9MvSvTYd266OoLC8BmCFoaqKqtCXjYwZCJhbjQl4Zzt2on7ibfFXIp5KaXWzNS7YKx7jpqGZSyEPusbjfOf8ofpYtw6KStzv5ynond+8+GLB0H44GzEc1kyKq6jiub3oQNbr2ZGe2zSq9noSCF0JIp+NEIsTP34i00Z8gecgGqF3cbfZa7rP+iVtQI4i/irwNo4DbVwwX0frgRW0vxbhQD8ihw8Ftf0NtjTDBWKcXAiFdN6zfGDH6QRTOOoBBd0+3uF+sK8cA0XVo+OaXVBPrkUhlSHj8LWQ/sBMVTIEwXRqy3hqKvOyMNp3nQq4QQJ/OKbPFZfYIFLwQQrpM1NiHETNprk1fw9M3GAWT/4nbcEQQf9W4/VpR0xl2LXkynMNx+TNYUPoeTu3+QNjIum9lZk4kgm/fcOPXV8+fRNJXbxrnWnirhYnabi0srSfW12/wKGSMfg86JkawPhMO2x4ASm+0+vgqQ4bqSp2+hZZ3LgpeCCF3vJC4u8HPP4JMUYBxWy3atlIjZlA0zvnPwFlZFJyDDMu9bZRkz9pKi29BsX0a4tPfRtJmoQ6TRiXM/XFzsF4iQtJ6UXc9ipxH9qDC3hcOFdnAx2OBI/8Aq2lFUG38f2fba+zOKHghhPQKbho/qOfvwTG3B5HsMAb+ITEtH9TI0MfewsAVB9Bv8Chhg6FsAOtGq40sUTk642o/odxBQu5WHH/vT9BW1tWt6sV3wC4WGDYUynl7AOdAoDwP2PsKitb0x9HNi1Fd1VxR1LoJu733e9e9f+IIIcSKXDx8MHThFsS8+J92JQ4TicXGxICM55Fw41+GPd37JsKJRIifsQpH+ywAAAwp+hHyH58HAFTVdsMJO72Jkz/wTBIw9X0UiV3hghL4ZP+AmR8ewt6zecaM0JZ0i5paXaR1iQ4IIYSYuHH1InwM/2Zq/y69ltaKn70WR7fUYFDW57DjhEnHl29VI7yF44iNSRVAzBw4RDyK5F+2YsNJHU7e5HHyi2QM8RJjed/r8A4fCa+AAQAAjlYb0cgLIYS0h09QKPKfSsWFyTsQO/0vXX05rcKJREiY+w60z51GkscjuCwOgj5+YVdfFjGQyuSImTQX7yx6HPcP8oadVIy7Cr5AzIk/I2v3WmO7GpmT4V+9N3ihkRdCCGknD59AePgEdvVltJmTmwbxz2zu6ssgTdCoFXjv0cG4Va7Fha/2IONmMDivKON++yGzgb17IFW5deFVdi0KXgghhJBuyNVBjuHz3jPb7uDsiZPRbyF6nOUcPr0BBS+EEEJIDxIQGmNSnb036pZzXjIzMzF27FgMHDgQERERqKhobskYIYQQQnqTbjny8thjj+HNN9/EyJEjcfv2bcjllAGSEEIIIYJuF7ycPXsWUqkUI0eOBAC4uPTekt+EEEIIMdfmx0aHDh3C1KlT4e3tDY7jsGvXLrM2GzduRGBgIBQKBWJiYnD48OFWn//SpUtwcHDAfffdh+joaKxdu7blgwghhBDSa7R55KWiogJRUVF4/PHH8dBDD5nt3759OxYvXoyNGzdi+PDh+OijjzBx4kScO3cO/v5CIqeYmBhoteZlwPfu3YuamhocPnwYqamp8PDwwIQJExAXF4d77rFc1p0QQgghvUubg5eJEydi4sSJTe7fsGED5s6diyeffBIA8O677+Lnn3/Gpk2bsG7dOgBAcnJyk8f7+voiLi4Ofn5+AIBJkyYhNTW1yeBFq9WaBEKlpaVtfUuEEEII6UGsutpIp9MhOTkZ48ePN9k+fvx4HDlypFXniIuLw82bN1FUVASe53Ho0CGEhoY22X7dunVQq9XGP3VBDyGEEELuTFYNXgoLC6HX6+Hp6Wmy3dPTE3l5ea06h0Qiwdq1azFq1ChERkaiX79+mDJlSpPtX3rpJZSUlBj/ZGdnd+g9EEIIIaR7s8lqo8aVLhljbap+2dKjqYbkcjktpSaEEEJ6EauOvLi5uUEsFpuNsuTn55uNxhBCCCGEtIdVgxeZTIaYmBgkJiaabE9MTMSwYcOs+VKEEEII6aXa/NiovLwcGRkZxq8zMzORmpoKFxcX+Pv7Y8mSJZg1axZiY2ORkJCAjz/+GFlZWZg/f75VL5wQQgghvVObg5eTJ09i7Nixxq+XLFkCAJgzZw4+++wzTJs2Dbdu3cLq1auRm5uL8PBw/PTTTwgICLDeVRNCCCGk1+IYY6yrL8KaSkpK4OTkhOzsbDg6Onb15RBCCCGkFUpLS+Hn54fi4mKo1epm23a72kYdVVZWBgCU74UQQgjpgcrKyloMXu64kRee53Hjxg2oVKo2Lc9ujbqokEZ1bIP617aof22L+te2qH9tqzv0L2MMZWVl8Pb2hkjU/HqiO27kRSQSwdfX16av4ejoSD88NkT9a1vUv7ZF/Wtb1L+21dX929KISx2rLpUmhBBCCLE1Cl4IIYQQ0qNQ8NIGcrkcq1atonIENkL9a1vUv7ZF/Wtb1L+21dP6946bsEsIIYSQOxuNvBBCCCGkR6HghRBCCCE9CgUvhBBCCOlRKHghhBBCSI9CwQshhBBCehQKXlpp48aNCAwMhEKhQExMDA4fPtzVl9QjrFu3DnFxcVCpVPDw8MADDzyAixcvmrRhjOG1116Dt7c37OzsMGbMGJw9e9akjVarxXPPPQc3NzcolUrcd999uH79eme+lW5v3bp14DgOixcvNm6jvu24nJwczJw5E66urrC3t8egQYOQnJxs3E993H61tbV45ZVXEBgYCDs7OwQFBWH16tXged7Yhvq39Q4dOoSpU6fC29sbHMdh165dJvut1ZdFRUWYNWsW1Go11Go1Zs2aheLiYhu/u0YYadG2bduYVCplmzdvZufOnWOLFi1iSqWSXbt2rasvrdu799572ZYtW9iZM2dYamoqmzx5MvP392fl5eXGNuvXr2cqlYrt2LGDnT59mk2bNo15eXmx0tJSY5v58+czHx8flpiYyE6dOsXGjh3LoqKiWG1tbVe8rW7n+PHjrE+fPiwyMpItWrTIuJ36tmNu377NAgIC2GOPPcaOHTvGMjMz2S+//MIyMjKMbaiP2+/NN99krq6u7IcffmCZmZnsm2++YQ4ODuzdd981tqH+bb2ffvqJrVy5ku3YsYMBYN99953Jfmv15YQJE1h4eDg7cuQIO3LkCAsPD2dTpkzprLfJGGOMgpdWGDJkCJs/f77JtpCQELZixYouuqKeKz8/nwFgBw8eZIwxxvM802g0bP369cY21dXVTK1Wsw8//JAxxlhxcTGTSqVs27ZtxjY5OTlMJBKx//73v537BrqhsrIy1q9fP5aYmMhGjx5tDF6obztu+fLlbMSIEU3upz7umMmTJ7MnnnjCZNuDDz7IZs6cyRij/u2IxsGLtfry3LlzDABLSkoytjl69CgDwC5cuGDjd1WPHhu1QKfTITk5GePHjzfZPn78eBw5cqSLrqrnKikpAQC4uLgAADIzM5GXl2fSv3K5HKNHjzb2b3JyMmpqakzaeHt7Izw8nL4HAJ599llMnjwZd999t8l26tuO2717N2JjY/Hwww/Dw8MDgwcPxubNm437qY87ZsSIEfj111+Rnp4OAEhLS8Nvv/2GSZMmAaD+tSZr9eXRo0ehVqsxdOhQY5v4+Hio1epO7e87rqq0tRUWFkKv18PT09Nku6enJ/Ly8rroqnomxhiWLFmCESNGIDw8HACMfWipf69du2ZsI5PJ4OzsbNamt38Ptm3bhlOnTuHEiRNm+6hvO+7KlSvYtGkTlixZgpdffhnHjx/H888/D7lcjtmzZ1Mfd9Dy5ctRUlKCkJAQiMVi6PV6rFmzBtOnTwdA/4etyVp9mZeXBw8PD7Pze3h4dGp/U/DSShzHmXzNGDPbRpq3cOFC/P777/jtt9/M9rWnf3v79yA7OxuLFi3C3r17oVAommxHfdt+PM8jNjYWa9euBQAMHjwYZ8+exaZNmzB79mxjO+rj9tm+fTu2bt2Kr776CmFhYUhNTcXixYvh7e2NOXPmGNtR/1qPNfrSUvvO7m96bNQCNzc3iMVis4gyPz/fLIIlTXvuueewe/du7N+/H76+vsbtGo0GAJrtX41GA51Oh6Kioibb9EbJycnIz89HTEwMJBIJJBIJDh48iPfffx8SicTYN9S37efl5YWBAweabAsNDUVWVhYA+v/bUUuXLsWKFSvw6KOPIiIiArNmzcILL7yAdevWAaD+tSZr9aVGo8HNmzfNzl9QUNCp/U3BSwtkMhliYmKQmJhosj0xMRHDhg3roqvqORhjWLhwIXbu3Il9+/YhMDDQZH9gYCA0Go1J/+p0Ohw8eNDYvzExMZBKpSZtcnNzcebMmV79PRg3bhxOnz6N1NRU45/Y2FjMmDEDqampCAoKor7toOHDh5st7U9PT0dAQAAA+v/bUZWVlRCJTG9DYrHYuFSa+td6rNWXCQkJKCkpwfHjx41tjh07hpKSks7t706bGtyD1S2V/vTTT9m5c+fY4sWLmVKpZFevXu3qS+v2FixYwNRqNTtw4ADLzc01/qmsrDS2Wb9+PVOr1Wznzp3s9OnTbPr06RaX7/n6+rJffvmFnTp1it111129cilkSxquNmKM+rajjh8/ziQSCVuzZg27dOkS+/LLL5m9vT3bunWrsQ31cfvNmTOH+fj4GJdK79y5k7m5ubFly5YZ21D/tl5ZWRlLSUlhKSkpDADbsGEDS0lJMab1sFZfTpgwgUVGRrKjR4+yo0ePsoiICFoq3V198MEHLCAggMlkMhYdHW1c6kuaB8Diny1bthjb8DzPVq1axTQaDZPL5WzUqFHs9OnTJuepqqpiCxcuZC4uLszOzo5NmTKFZWVldfK76f4aBy/Utx33/fffs/DwcCaXy1lISAj7+OOPTfZTH7dfaWkpW7RoEfP392cKhYIFBQWxlStXMq1Wa2xD/dt6+/fvt/j7ds6cOYwx6/XlrVu32IwZM5hKpWIqlYrNmDGDFRUVddK7FHCMMdZ54zyEEEIIIR1Dc14IIYQQ0qNQ8EIIIYSQHoWCF0IIIYT0KBS8EEIIIaRHoeCFEEIIIT0KBS+EEEII6VEoeCGEEEJIj0LBCyGEEEJ6FApeCCGEENKjUPBCCCGEkB6FghdCCCGE9Cj/D57kkrigf2a8AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Beamline input block\n",
    "energy = 12000.0            # Energy in eV\n",
    "energy_keV = energy/1000.0  # Energy in keV\n",
    "wl = 1239.84 / (energy * 10**9)\n",
    "sigmaH = (sigmaH_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaV = (sigmaV_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaHp = (sigmaHp_e**2 + wl/L_und/2)**0.5\n",
    "sigmaVp = (sigmaVp_e**2 + wl/L_und/2)**0.5\n",
    "\n",
    "flag_HE = True\n",
    "slit1_H = 500.0e-6          # H slit size before CRL 1\n",
    "slit1_V = 300.0e-6          # V slit size before CRL 1\n",
    "slit2_H = 500.0e-6          # H slit size before CRL 2\n",
    "slit2_V = 300.0e-6          # V slit size before CRL 2\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slit1_H)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slit1_V)\n",
    "epics.caput(\"100idPyCRL:testSSH2.VAL\", slit2_H)\n",
    "epics.caput(\"100idPyCRL:testSSV2.VAL\", slit2_V)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "epics.caput(\"100idPyCRL:testMonoE.VAL\",float(energy_keV))\n",
    "\n",
    "lookup_table, L1_inF_list_sort_indices, index1to2 = Zoom_CRL2D_lookup()\n",
    "\n",
    "time.sleep(1)\n",
    "ioc_lookup=epics.caget(\"100idPyCRL:CRL:fSizes\")\n",
    "\n",
    "plt.plot(np.linspace(0,1023,1024), lookup_table, label='XS lookup', ls='--')\n",
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup, label='IOC lookup', ls='-.')\n",
    "plt.title(str(energy_keV)+' keV lookup table')\n",
    "plt.yscale('log')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "24de222a-39de-4302-a14c-969383245771",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup/lookup_table)\n",
    "plt.title(str(energy_keV)+' keV lookup table ratio')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "e5d0d2d6-b594-4421-9b54-42909312b50e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Beamline input block\n",
    "energy = 16000.0            # Energy in eV\n",
    "energy_keV = energy/1000.0  # Energy in keV\n",
    "wl = 1239.84 / (energy * 10**9)\n",
    "sigmaH = (sigmaH_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaV = (sigmaV_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaHp = (sigmaHp_e**2 + wl/L_und/2)**0.5\n",
    "sigmaVp = (sigmaVp_e**2 + wl/L_und/2)**0.5\n",
    "\n",
    "flag_HE = True\n",
    "slit1_H = 500.0e-6          # H slit size before CRL 1\n",
    "slit1_V = 300.0e-6          # V slit size before CRL 1\n",
    "slit2_H = 500.0e-6          # H slit size before CRL 2\n",
    "slit2_V = 300.0e-6          # V slit size before CRL 2\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slit1_H)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slit1_V)\n",
    "epics.caput(\"100idPyCRL:testSSH2.VAL\", slit2_H)\n",
    "epics.caput(\"100idPyCRL:testSSV2.VAL\", slit2_V)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "epics.caput(\"100idPyCRL:testMonoE.VAL\",float(energy_keV))\n",
    "\n",
    "lookup_table, L1_inF_list_sort_indices, index1to2 = Zoom_CRL2D_lookup()\n",
    "\n",
    "time.sleep(1)\n",
    "ioc_lookup=epics.caget(\"100idPyCRL:CRL:fSizes\")\n",
    "\n",
    "plt.plot(np.linspace(0,1023,1024), lookup_table, label='XS lookup', ls='--')\n",
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup, label='IOC lookup', ls='-.')\n",
    "plt.title(str(energy_keV)+' keV lookup table')\n",
    "plt.yscale('log')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "e31f4fab-2070-4405-ad44-2b63899ad7d1",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup/lookup_table)\n",
    "plt.title(str(energy_keV)+' keV lookup table ratio')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "ae1dc155-aada-4464-ba47-a59ebbc93da1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Beamline input block\n",
    "energy = 20000.0            # Energy in eV\n",
    "energy_keV = energy/1000.0  # Energy in keV\n",
    "wl = 1239.84 / (energy * 10**9)\n",
    "sigmaH = (sigmaH_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaV = (sigmaV_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaHp = (sigmaHp_e**2 + wl/L_und/2)**0.5\n",
    "sigmaVp = (sigmaVp_e**2 + wl/L_und/2)**0.5\n",
    "\n",
    "flag_HE = True\n",
    "slit1_H = 500.0e-6          # H slit size before CRL 1\n",
    "slit1_V = 300.0e-6          # V slit size before CRL 1\n",
    "slit2_H = 500.0e-6          # H slit size before CRL 2\n",
    "slit2_V = 300.0e-6          # V slit size before CRL 2\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slit1_H)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slit1_V)\n",
    "epics.caput(\"100idPyCRL:testSSH2.VAL\", slit2_H)\n",
    "epics.caput(\"100idPyCRL:testSSV2.VAL\", slit2_V)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "epics.caput(\"100idPyCRL:testMonoE.VAL\",float(energy_keV))\n",
    "\n",
    "lookup_table, L1_inF_list_sort_indices, index1to2 = Zoom_CRL2D_lookup()\n",
    "\n",
    "time.sleep(1)\n",
    "ioc_lookup=epics.caget(\"100idPyCRL:CRL:fSizes\")\n",
    "\n",
    "plt.plot(np.linspace(0,1023,1024), lookup_table, label='XS lookup', ls='--')\n",
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup, label='IOC lookup', ls='-.')\n",
    "plt.title(str(energy_keV)+' keV lookup table')\n",
    "plt.yscale('log')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "f28d5ddf-8e56-4129-ad28-468a951e57ad",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), ioc_lookup/lookup_table)\n",
    "plt.title(str(energy_keV)+' keV lookup table ratio')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb475749-4777-44d0-bda8-7430a2f0918e",
   "metadata": {},
   "source": [
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    "# IOC to XS calc comparison\n",
    "Testing that indexing is consistent"
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   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 47,
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   "id": "518d09f8-dbb5-4a0c-b6ae-f2dc1b8688de",
   "metadata": {},
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IOC actual fSize 1.549050969632956e-06\n",
      "CRL configs: 386 and 450\n",
      "XS code fSize: 2.973983449945341e-06\n"
     ]
    }
   ],
   "source": [
    "energy = 16000.0            # Energy in eV\n",
    "energy_keV = energy/1000.0  # Energy in keV\n",
    "wl = 1239.84 / (energy * 10**9)\n",
    "sigmaH = (sigmaH_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaV = (sigmaV_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaHp = (sigmaHp_e**2 + wl/L_und/2)**0.5\n",
    "sigmaVp = (sigmaVp_e**2 + wl/L_und/2)**0.5\n",
    "\n",
    "flag_HE = True\n",
    "slit1_H = 500.0e-6          # H slit size before CRL 1\n",
    "slit1_V = 300.0e-6          # V slit size before CRL 1\n",
    "slit2_H = 500.0e-6          # H slit size before CRL 2\n",
    "slit2_V = 300.0e-6          # V slit size before CRL 2\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slit1_H)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slit1_V)\n",
    "epics.caput(\"100idPyCRL:testSSH2.VAL\", slit2_H)\n",
    "epics.caput(\"100idPyCRL:testSSV2.VAL\", slit2_V)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "epics.caput(\"100idPyCRL:testMonoE.VAL\",float(energy_keV))\n",
    "\n",
    "lookup_table, L1_inF_list_sort_indices, index1to2 = Zoom_CRL2D_lookup()\n",
    "\n",
    "time.sleep(0.5)\n",
    "epics.caput(\"100idPyCRL:CRL:focalSize\",'0.0000015')\n",
    "time.sleep(0.5)\n",
    "print(f'IOC actual fSize {epics.caget(\"100idPyCRL:CRL:fSize_actual\")}')\n",
    "crl1 = epics.caget(\"100idPyCRL:CRL:1:lenses\")\n",
    "crl2 = epics.caget(\"100idPyCRL:CRL:2:lenses\")\n",
    "print(f'CRL configs: {crl1} and {crl2}')\n",
    "print(f'XS code fSize: {Zoom_CRL2D_focuscal(crl1, crl2)}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58d9d25b-13a6-4b0f-a712-14142befcb7f",
   "metadata": {},
   "source": [
    "Looks like things aren't lining up..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "9fa7faed-ccf0-4c94-9e94-61eb4927ab0e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Beamline input block\n",
    "energy = 16000.0            # Energy in eV\n",
    "energy_keV = energy/1000.0  # Energy in keV\n",
    "wl = 1239.84 / (energy * 10**9)\n",
    "sigmaH = (sigmaH_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaV = (sigmaV_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaHp = (sigmaHp_e**2 + wl/L_und/2)**0.5\n",
    "sigmaVp = (sigmaVp_e**2 + wl/L_und/2)**0.5\n",
    "\n",
    "flag_HE = True\n",
    "slit1_H = 500.0e-6          # H slit size before CRL 1\n",
    "slit1_V = 300.0e-6          # V slit size before CRL 1\n",
    "slit2_H = 500.0e-6          # H slit size before CRL 2\n",
    "slit2_V = 300.0e-6          # V slit size before CRL 2\n",
    "\n",
    "lookup_table, L1_inF_list_sort_indices, index1to2 = Zoom_CRL2D_lookup()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "c7e81db4-7d0e-49c8-8e6f-d8c83b5a27b9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.549050969632956e-06\n",
      "386\n",
      "450\n"
     ]
    }
   ],
   "source": [
    "ind = 385\n",
    "print(f'{lookup_table[ind]}')\n",
    "print(f'{L1_inF_list_sort_indices[ind]}')\n",
    "print(f'{index1to2[ind]}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "c92ce294-f916-4c95-8a0f-13aa6048fe9b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "38"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.nanargmin(np.abs(np.asarray(lookup_table)-Zoom_CRL2D_focuscal(L1_inF_list_sort_indices[ind], index1to2[ind])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "303d93de-18a1-4f1a-87e0-08a6a1316ce7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "38"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.nanargmin(np.abs(np.asarray(lookup_table)-Zoom_CRL2D_focuscal(386,450)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "bfdf5fd8-af3c-4edb-b22c-c5caf571082d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2.973753657172478e-06"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lookup_table[38]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "c5895d0f-473f-4f17-bf48-a21b7058f785",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "======== Find size at focus ========================================\n",
      "Energy: 16.0 keV\n",
      "CRL1 configuration index in sorted list is 377\n",
      "CRL1 configuration index is 377 or [1, 0, 0, 1, 1, 1, 1, 0, 1, 0]\n",
      "CRL1 f is 3.08 m, focus at q1 = 3.27 m (-11.03 m from sample)\n",
      "CRL2 configuration index in sorted list is 452\n",
      "CRL2 configuration index is 452 or [0, 0, 1, 0, 0, 0, 1, 1, 1, 0]\n",
      "CRL2 f is 2.58 m\n",
      "Focal size is 1.76 μm x 1.29 μm at the focal point (7.9 mm from sample)\n",
      "======== Find size at sample =======================================\n",
      "CRL1 configuration index in sorted list is 385\n",
      "CRL1 configuration index is 386 or [0, 1, 0, 0, 0, 0, 0, 1, 1, 0]\n",
      "CRL1 f is 3.01 m, focus at q1 = 3.20 m (-11.10 m from sample)\n",
      "CRL2 configuration index in sorted list is 450\n",
      "CRL2 configuration index is 451 or [1, 1, 0, 0, 0, 0, 1, 1, 1, 0]\n",
      "CRL2 f is 2.59 m\n",
      "Beam size is 1.81 μm x 1.32 μm at the sample position)\n"
     ]
    }
   ],
   "source": [
    "Zoom_CRL2D_control(0.0000015)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80692d2c-f449-4248-87c3-82d2948df21b",
   "metadata": {},
   "source": [
    "Matching \"control\" but not focuscal?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "8fe407df-ebab-448c-bd02-f046cae679f5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.549050969632956e-06"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Zoom_CRL2D_focuscal(386, 451)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21e15f8d-e8f0-4a4e-99fe-07cf766af5a5",
   "metadata": {},
   "source": [
    "Not quite --> looks like IOC is reporting 10-bit config for CRL1 but sorted index for CRL2 --> correct needed to index sorted_invF_index['2'] with index1to2_sorted[indexSorted] to get lens configuration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "a4193f6d-6312-4388-94b5-f7b35539c61a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IOC actual fSize 8.016234618405476e-06\n",
      "CRL configs: 178 and 698\n",
      "XS code fSize: 8.016234618405506e-06\n"
     ]
    }
   ],
   "source": [
    "energy = 16000.0            # Energy in eV\n",
    "energy_keV = energy/1000.0  # Energy in keV\n",
    "wl = 1239.84 / (energy * 10**9)\n",
    "sigmaH = (sigmaH_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaV = (sigmaV_e**2 + wl*L_und/2/np.pi/np.pi)**0.5\n",
    "sigmaHp = (sigmaHp_e**2 + wl/L_und/2)**0.5\n",
    "sigmaVp = (sigmaVp_e**2 + wl/L_und/2)**0.5\n",
    "\n",
    "flag_HE = True\n",
    "slit1_H = 500.0e-6          # H slit size before CRL 1\n",
    "slit1_V = 300.0e-6          # V slit size before CRL 1\n",
    "slit2_H = 500.0e-6          # H slit size before CRL 2\n",
    "slit2_V = 300.0e-6          # V slit size before CRL 2\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slit1_H)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slit1_V)\n",
    "epics.caput(\"100idPyCRL:testSSH2.VAL\", slit2_H)\n",
    "epics.caput(\"100idPyCRL:testSSV2.VAL\", slit2_V)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "epics.caput(\"100idPyCRL:testMonoE.VAL\",float(energy_keV))\n",
    "\n",
    "lookup_table, L1_inF_list_sort_indices, index1to2 = Zoom_CRL2D_lookup()\n",
    "\n",
    "time.sleep(0.5)\n",
    "epics.caput(\"100idPyCRL:CRL:focalSize\",'0.000008')\n",
    "time.sleep(0.5)\n",
    "print(f'IOC actual fSize {epics.caget(\"100idPyCRL:CRL:fSize_actual\")}')\n",
    "crl1 = epics.caget(\"100idPyCRL:CRL:1:lenses\")\n",
    "crl2 = epics.caget(\"100idPyCRL:CRL:2:lenses\")\n",
    "print(f'CRL configs: {crl1} and {crl2}')\n",
    "print(f'XS code fSize: {Zoom_CRL2D_focuscal(crl1, crl2)}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "eeb78b22-0a25-47e3-a046-2f4c53a7c1ec",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "======== Find size at focus ========================================\n",
      "Energy: 16.0 keV\n",
      "CRL1 configuration index in sorted list is 175\n",
      "CRL1 configuration index is 173 or [1, 0, 1, 1, 0, 1, 0, 1, 0, 0]\n",
      "CRL1 f is 6.66 m, focus at q1 = 7.65 m (-6.65 m from sample)\n",
      "CRL2 configuration index in sorted list is 704\n",
      "CRL2 configuration index is 706 or [0, 1, 0, 0, 0, 0, 1, 1, 0, 1]\n",
      "CRL2 f is 1.57 m\n",
      "Focal size is 10.80 μm x 6.02 μm at the focal point (10.6 mm from sample)\n",
      "======== Find size at sample =======================================\n",
      "CRL1 configuration index in sorted list is 176\n",
      "CRL1 configuration index is 178 or [0, 1, 0, 0, 1, 1, 0, 1, 0, 0]\n",
      "CRL1 f is 6.65 m, focus at q1 = 7.62 m (-6.68 m from sample)\n",
      "CRL2 configuration index in sorted list is 698\n",
      "CRL2 configuration index is 698 or [0, 1, 0, 1, 1, 1, 0, 1, 0, 1]\n",
      "CRL2 f is 1.59 m\n",
      "Beam size is 10.72 μm x 5.99 μm at the sample position)\n"
     ]
    }
   ],
   "source": [
    "Zoom_CRL2D_control(0.000008)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5d40ba4-b755-4360-aa79-2c581fe3233b",
   "metadata": {},
   "source": [
    "much better...\n",
    "\n",
    "# What next?\n",
    "\n",
    "Check that off-lookup-table moves match up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "acd0ca79-ad6f-4664-8584-56de1a59d5e6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For configs: 178 and 704, IOC yeilds 7.839122984830116e-06 focal size\n",
      "XS code fSize: 7.839122984830116e-06\n"
     ]
    }
   ],
   "source": [
    "crl1 = epics.caget(\"100idPyCRL:CRL:1:lenses\")\n",
    "crl2 = epics.caget(\"100idPyCRL:CRL:2:lenses\")\n",
    "fSize = epics.caget(\"100idPyCRL:CRL:fSize_actual\")\n",
    "print(f'For configs: {crl1} and {crl2}, IOC yeilds {fSize} focal size')\n",
    "print(f'XS code fSize: {Zoom_CRL2D_focuscal(crl1, crl2)}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "d618af46-42f9-44fc-8b7f-5ed541f662fa",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For configs: 222 and 518, IOC yeilds 8.177871564000929e-06 focal size\n",
      "XS code fSize: 8.177871564000929e-06\n"
     ]
    }
   ],
   "source": [
    "crl1 = epics.caget(\"100idPyCRL:CRL:1:lenses\")\n",
    "crl2 = epics.caget(\"100idPyCRL:CRL:2:lenses\")\n",
    "fSize = epics.caget(\"100idPyCRL:CRL:fSize_actual\")\n",
    "print(f'For configs: {crl1} and {crl2}, IOC yeilds {fSize} focal size')\n",
    "print(f'XS code fSize: {Zoom_CRL2D_focuscal(crl1, crl2)}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "db3e48f8-4dc6-4e9e-a8d7-1a2ac8a4592a",
   "metadata": {},
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mwyman committed
   "outputs": [],
   "source": []
  }
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