{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Geometric MTF" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:43:39.207558Z", "iopub.status.busy": "2026-03-24T11:43:39.206600Z", "iopub.status.idle": "2026-03-24T11:43:50.356950Z", "shell.execute_reply": "2026-03-24T11:43:50.355399Z" } }, "outputs": [], "source": [ "from optiland.mtf import GeometricMTF\n", "from optiland.samples.objectives import CookeTriplet" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:43:50.361753Z", "iopub.status.busy": "2026-03-24T11:43:50.361083Z", "iopub.status.idle": "2026-03-24T11:43:50.781765Z", "shell.execute_reply": "2026-03-24T11:43:50.780673Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens = CookeTriplet()\n", "lens.draw()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:43:50.786208Z", "iopub.status.busy": "2026-03-24T11:43:50.785814Z", "iopub.status.idle": "2026-03-24T11:43:51.051160Z", "shell.execute_reply": "2026-03-24T11:43:51.050547Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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xtOGJAC9nfPhgSPY8qFcWHi621yIiIiIiIiIiKggDqOIMoK4ezN7kp7XH5axUxOhSUde7brHOgTIY1CwAnWv5qNtLD1/FhRj9KnxERERERERERCWJAVQJVUDZVeuMJilp6rZ9eoq63he5D3GpccV6KDMea4Ymge5Iz8zCS78fQHomW/GIiIiIiIiIqGQxgCrOAOr6BSD5hv62kzta2Hupm6cj9iHYPRiZWZnYGra1WA/F1laLbx9tgvKOtjgUGocv1pwu1tcjIiIiIiIiIsqLAVRxcPYE3AP1tyOOZG9uWaGlut4Xfx5tK7VVt7eFbSv2w6no7oQP/psH9f3Gc5i742KxvyYRERERERERkQEDqGJvw7s1B6p2jV5wzdThJjIR6KIPqLZd3QZdVvG3xfVuUBGBns7q9jtLjyPsRlKxvyYRERERERERkWAAVYJzoGwC26Bpqn4OVHz8JTjZOiE2JRYnY0+WyCEtGN0KNloNMnVZeGT6zhJ5TSIiIiIiIiIiBlDFpUKj2wIoOLigW7kq6KtxQz2XwOyWvJJow1OH5O6Ed/rWU7evXE/GW0uOlcjrEhEREREREVHZxgCquCugYs4AqQnZm/s9vhbvP74VresORruK7dS24h5EntOwVlXQIshD3Z6z/SL2XbpeYq9NRERERERERGWTVQRQ3333HYKCguDo6IiWLVti9+7dBe7/5ZdfolatWnByckJAQADGjh2LlJQUlCgXX8C1IoCsXIPIc2pTqY26PhR9CDfTbpbYoc0e2QLO9jbq9sjZe5CZWfwzqIiIiIiIiIio7LL4AGrBggUYN24c3nrrLezfvx8NGzZEz549ERUVle/+8+fPx+uvv672P3HiBH766Sf1HG+88YZFzIESMnT8xMWNuB5/BUHlg5CZlYld4btK7LCc7W0x/bGm6nZccjpm77hUYq9NRERERERERGWPxQdQn3/+OUaNGoURI0agbt26mDZtGpydnTFr1qx899++fTvatm2LRx99VFVN9ejRA0OGDLlj1VRJBlCLfuuNQZvG4OsdH6BtpbYl3oYn2tfwwZguwer2Z6tP4fI1ropHRERERERERMXDFhYsLS0N+/btw4QJE7K3abVadOvWDTt27Mj3MW3atMGvv/6qAqcWLVrg/PnzWLFiBR577DGjr5OamqouBvHx8epap9Opy13zD1EJX1b4QWTleJ6mHnWBqCs4mHgZQ/yaY96JeWoQeWZmJjQaDUrKi12CsftCLHZdiMXLfxzA/KdawsbG4jPJO5JzlpWVdW/njsyK59D68RxaN54/68dzaP14Dq2fuc4hvzNEZKksOoCKiYlRoYyfn1+u7XL/5MmT+T5GKp/kce3atVN/4WdkZODpp58usAXvww8/xDvvvHPb9uvXr9/TX+BapyrwlBvRpxAbFQ7YOqjtXn7t4H11BWJsbZCamAI7rR0ikiJw4PIBBLkGoSRN6BqAR2Zfx55LNzB6zm582r8mrJ2cs5s3b6rzL4ElWR+eQ+vHc2jdeP6sH8+h9eM5tH7mOofymkRElsiiA6i7sXHjRnzwwQf4/vvv1cDys2fP4sUXX8SUKVMwadKkfB8jFVYyZypnBZQML/fw8IC7u/vdH4yHB7KcPKBJvg7PzCjA97+WPNduaLbzFay0dcLFuENo5tcMO8J34EjiETSp0gQlydMT6Fk/Gv8cvIoNZ6/j6LVMdKjhA2v/x14qyeT88T/YrBPPofXjObRuPH/Wj+fQ+vEcWj9znUNb21L3Kx4RlRIW/beTt7c3bGxsEBkZmWu73Pf398/3MRIySbvdU089pe6HhIQgMTERo0ePxptvvpnvX/4ODg7qkpfse8//WPjVBy5ugTbqOFCp8X8v6IKmTv5YiTgcuLod7WsPUgGUDCIfUX8EStoXgxpi06lo3EhOx3PzDuDA5B6wt7Xu/9CRf+xNcv7IbHgOrR/PoXXj+bN+PIfWj+fQ+pnjHPL7QkSWyqL/drK3t0fTpk2xbt26XP8nQe63bt0638ckJSXd9peuhFhCyl9LnARQIvJors1NKrRU14cSrqC5f3N1e3/UfqRlppX4Icrn9dMT+mNITMvE/37ZW+LHQERERERERESll0UHUEJa42bMmIE5c+bgxIkTeOaZZ1RFk6yKJx5//PFcQ8r79OmDH374Ab///jsuXLiANWvWqKoo2W4IokqU/38BVMSRXJuDq/VE+cxMJEOHDF0GPB09kZyRjEPRuVfMKylNq3jg4aaV1e0Np6Kx9niEWY6DiIiIiIiIiEofi27BE4MHD0Z0dDQmT56MiIgINGrUCCtXrsweTH758uVcFU8TJ05Upa5yHRYWBh8fHxU+vf/+++Z5A9kVUMekBEvqcNVdbWBLvOHWCF4VGqOGezBaVmiJfy/8i53hO7MrokraxwNDsO5kFGIT0zDmt4M4MKkbHO0t/itCRERERERERBZOk2WWvjTLJkPI3dzc1Cp49zSEXKSnAB9UBLIygXEngPIV893t7zN/Y/L2yWjo0xC/PvArzOVoWBx6f7NV3X6mYzWMv78OrI20acbGxsLT05M98FaK59D68RxaN54/68dzaP14Dq2fuc6h4XeZuLg4lC9fvsRel4joTvivWXGzcwS8a+hvR+SeA5WTVECJozFHkZCWAHOpX8kNz3aqrm7P2nYRF2MSzXYsRERERERERFQ6MIAy4yByZKRh8/7p+HTZE2oOVKBrIDKzMrE30rxDwF/tWQttg72QmqHD+D8PQ6djkRwRERERERER3T0GUCXBr17+AVRyLObsnoq51/Zh5+UNaFWhldosc6DMSWZofTigARxttdh1IRav/XnYrMdDRERERERERNaNAVRJ8A/JvwXP1R9NNE7q5v5L67Pb8HZeNW8AJQK9nPFAgwrq9qJ9oTgUesPch0REREREREREVooBVEm24F07A6Qn5/pREy99ddT+6yfRwr8FNNDgXNw5RCdFw9w+erABnO1t1O0nZ+9RgxSJiIiIiIiIiIqKAVRJcPUHnDyBLB0QfTLXjxpW6QqbrCyEZyYhOSMZdbzqWEQbnrC31eLLwY3U7ZiENLyz7IS5D4mIiIiIiIiIrBADqJKg0QD+9fNtw3Ou2gl10tLU7X3hu2614VlAACV61PNH62pe6vbc7RdxLtp8K/QRERERERERkXViAFVS/ELyH0TuVR1NMvWnYf/FNWjlrx9EvjtiN7KyLGP1uRmPN1PVUHI0w2ftNvfhEBEREREREZGVYQBV4ivhHcu9XaNBY7dgdfNS7Bk08m0EW60tIhIjEJoQCkvg4miL9/rrK7hCrydj3s5L5j4kIiIiIiIiIrIiDKBKSnYL3hEgT2VTm/aT8G+bTzHzwaVwtnNGiLe+WmpvxF5YikHNAtC6mqe6/f3Gc0hKyzD3IRERERERERGRlWAAVVJ8agNaWyDlBhAflutHzgEtUbnGfdDYOaj7zfyaZbfhWZKZw5ujkrsTwm4k46t1Z8x9OERERERERERkJRhAlRRbB8Crhv525PECd23u31xd74nYYzFzoEQ5B1u820/fSjhj83msPhZh7kMiIiIiIiIiIivAAKok+dXVX0flmQMF4PiBn/HS/C54c/kT2XOgIpMiEXrTMuZAGXSt44dGAe7QZQEvLTiIjAyduQ+JiIiIiIiIiCwcA6iS5FvXaAVUVtherEuPxsZrh+Bg44AG3g3U9j2Re2BpDFVQSWmZGLvwoLkPh4iIiIiIiIgsHAMoS1gJD0DNqt3hqNMhPisDF+Muopm/Zc6BEg0qu+OBEH91e+mhcBy/GmfuQyIiIiIiIiIiC8YAyhwVUDGngcz0XD+yC2yNumlp6vahqzvRwr+FRc6BMvhycGM42dmo20/OsZzV+oiIiIiIiIjI8jCAKknugYC9K6BLB2LyrCLn6odGcFQ3D13eiAY+DWCntUNUUhSu3LwCS2Nvq8XHD4Wo2+FxKfhy7WlzHxIRERERERERWSgGUCVJo8kxiPz2OVAN3fWr5B2KPQ4nWyeEeIdkV0FZor4NKyGkUnl1+5t1ZxGTkGLuQyIiIiIiIiIiC8QAymyDyG+fA9UwoKO6Ppceh/i0eLSo0MJi50AZ/DS8OWy1GmRmZWHapvPmPhwiIiIiIiIiskAMoMw1iDyfCiivoI6onpaGBjpbxCbHorlfc7V9b8Rei5wDJXzLO+L7oU3U7Z+3XcSJ8HhzHxIRERERERERWRgGUBZUAQX/EPw1ZAt+HXEAQW5Bt+ZAJUch9GYoLFWPev64v74/MnVZeP2vw8jI0Jn7kIiIiIiIiIjIgtia+wDKHMMMqLgrQEoc4Oh262daG2hdfLPvOto6op5XPRyMPoh9UfsQUD4AluqtPvWw8VQ0Dl2Jw7iFh/D1kMbmPiQiIiIiIrJimZmZSE/PvXo4EVkWe3t7aLWFq21iAFXSnDwA14rAzatA1AkgsFW+uyWmJcDJzhlN/JqoAGp/5H70D+4PS+Xv5ojOtX2w4kgElhy6iqc7VkPdijnCNSIiIiIiokKQ8SMRERG4ceOGuQ+FiO5AwqeqVauqIOpOGECZaw6UBFDShpcngMqKPoPhK4bgUFYqFvX7C039mmLW0VnYH7Uflu7LwY2x4eRqJKdn4sk5e7FjQldzHxIREREREVkZQ/jk6+sLZ2dnaGQ1cSKyODqdDlevXkV4eDgCAwPv+GeVAZS52vDOrsl3ELnG2RN2yXHQOTniUNh29Kg5ABpocCn+EmKSY+Dt5A1LZW+rxccPheCF3w4iPC4F3204i+c6B5v7sIiIiIiIyIra7gzhk5eXl7kPh4juwMfHR4VQGRkZsLOzK3BfDiE3B9//VsKLvD2AQjkvNNQ6q5sHL29EefvyqOFRQ92XNjxL17dhJdSt4Kpuf7HmNG6msGebiIiIiIgKxzDzSSqfiMjyGVrvJDy+EwZQ5hxELi14WVm3/bihR211fej6KXXdxLeJuraGNjzx0/Dm0GqADF0Wnv5ln7kPh4iIiIiIrAzb7ohK359VBlDm4F0T0NgAqXFAfNhtP24Q0FFdX8y4ibjUODUHyloqoEQFdycMa1VF3d5x/houX0s09yERERERERERkRkxgDIHWwfAu4bRNjyPqp0QlKYvPT0UuV+thCdOXT+FhLQEWIO3+9RFHX9X6LKAd5fl02pIRERERERERGapWlq8eHGh93/77bfRqFGje35dBlDm4vtfG17Usdt/5lMbDTL0rXmHLq2Hr7MvKrtUhi5Lh4PRB2EtSzF+82hj2NlosPZEFNYejzT3IRERERERERWbJ554Av37979t+8aNG9Uv/DJc3ZRiY2MxdOhQlC9fHu7u7njyySeRkFBwwUJKSgqee+45NeDdxcUFAwcORGRk0X5Xmz17tno9UwQbd5KVlYXJkyejQoUKcHJyQrdu3XDmzJk7Pu67775DUFAQHB0d0bJlS+zevbtIYYu8j4Iu1uJtI8GRrFp3//33l/jxMIAyF78CBpFrtWjvXgu94IL6rvpWNkMVlLW04YlgX1c82a6auj32j4OITUgz9yERERERERGVChI+HTt2DGvWrMGyZcuwefNmjB49usDHjB07FkuXLsXChQuxadMmtXrZgw8+CEv1ySef4Ouvv8a0adOwa9culCtXDj179lRBmjELFizAuHHj8NZbb2H//v1o2LChekxUVFShXvOVV15RAY3hUrlyZbz77ru5tlk7f39/ODg4lPjrMoAydwAVlX972n1DluCj4TvQudFT6r5hDtS+SOsa6j2mS3VVBXUzJQP/+3WvuQ+HiIiIiIjIrEaOHIkGDRogNTVV3U9LS0Pjxo3x+OOPF/o5Tpw4gZUrV2LmzJmqwqddu3b45ptv8Pvvv6tQKT9xcXH46aef8Pnnn6NLly5o2rQpfv75Z2zfvh07d+6EqclrPP/887m2RUdHq1XT1q1bV6jqpy+//BITJ05Ev3791Gc2d+5c9f4KqrKS9zdq1CiMGDECdevWVeGVrKo4a9asQh23VIZJQGO42NjYwNXVNfv+/PnzERISosKwgIAAPPvss7kqzwwVYqtWrUKdOnXU89133325gquMjAy88MILaj+pRhs/fjyGDx+eq4JOp9Phww8/RNWqVVX1lwRpixYtuq2yTj7LZs2aqffYpk0bnDp1Kvs43nnnHRw6dCi7cku25VepJq9fs2ZN9RzVqlXDpEmTslekNCUGUOZuwYs+BWTe+cQaVsI7GnMUaZnWU0lUzsEOI9sGqdt7Ll7HljPR5j4kIiIiIiKyIhJEJKVlmOUir21qUtGTmJiI119/Xd1/8803VXvet99+m71Pp06dVEufMTt27FDhhQQPBtKeJqNQpFIoP/v27VOhguxnULt2bQQGBqrnM7WnnnpKhTWGoE38+uuvqFSpkgqnpD1M2uSMuXDhAiIiInIdr5ubmwrcjB2vhHnyPnM+Rj4TuW+q9yjPJ+dQqs/mzJmD9evX47XXXsu1T1JSEqZOnYpffvlFVaZdvnxZVVYZfPzxx5g3b54KALdt24b4+PjbQjUJnyRwkwBNXkuq14YNG6Yq13KS789nn32GvXv3wtbWVgWcYvDgwXj55ZdRr1697Mot2ZYfCdgknDp+/Di++uorzJgxA1988QVMzdbkz0iF4x4I2LsCaTeBmDOA33+BVA4y8+lc2G7YOLiiqnddeDp6IjYlFseuHUNj38awFuPvq40/9obielI6xvx2APsn6v9iJCIiIiIiupPk9EzUnbzKLK99/N2ecLYv/K/N0gonFS85ZWZm5rovP5cgpmPHjuoXf6ny2bBhg5rlZCChkMw9MkaCGV9f31zbJHzw9PRUPzP2GKk+yju/yc/Pz+hjjJFqqrzvMy9p7ZMKqH/++QeDBg1S2yTkkGBNKnC8vb1RvXp1o483HJMcX2GPNyYmRn3e+T3m5MmTMIWXXnop+7YEaO+99x6efvppfP/999nbJeiT4Mjw/uRzePfdd7N/LtVqEyZMwIABA9R9CR9XrFiR/XMJ7T744AOsXbsWrVu3VtukMmnr1q2YPn26+u4YvP/++9n3JdTs1auXalGUqik5R/K9kMqtgkiVWc73JGGZVNPlDdbuFQMoc5HBZb51gNDd+ja8fAKo6b90wfdZ19DHqzE+6D1XVUGtvbxWteFZUwClBpIPaYxhP+3GjaR0fLDiJCb2vv39EhERERERWbPOnTvjhx9+yLVNKpKkciUnCRXkl/wpU6ao9idpoctJKl8smQRnMl8prxo1/lvtHVADwB977DHV+iYBlOx/9OhRLFmyJDuUyduiZw0kFJLqJAm0pHJJ2ukk8JGqJ2lhE3KdM1yTMDHqvxlUEt7J4PcWLVpk/1za/KQlUtruxNmzZ9Xzde/ePddrG9o1c5LWxJyvI+S1JMQsLJmbJVVd586dU+2E8p5yBqKmwgDKnCR0kgAq8hgQ8tBtPw4pVxlIuIZDN05nDyKXAEoNIg+BVWlXwwctqnpi94VYzNp2AaM6VINfeUdzHxYREREREVk4JzsbVYlkrtcuCpkLFBwcnGtbaGjobftJ0CCtVxI8SNhQVFLRkneotoQGsjKesWoX2S4BhrT75ayCkjDkThUy+RUZ5H2fxtrwZBU2+Qyk3Uxa76pU0S+0dSeGY5Ljy1kNJvfzW9lNSFWVfKZ5V/a7m/eYn4sXL6J379545plnVOWRVJxJVZKsQCifrSGAsrOzy/U4qfjKKkI7p2Gm1PLly1XLYk55h4fnfC3DCn2GIKswpDVRBtrLvCgZ1i5tjlL9JG19psY+KHPyq1/gIPKQwM7q+nJmomq9M6yEdzDqIDJ1ucs4rcGPjzWFjVYDXRbwv1+sa5g6ERERERGZh/xSLW1w5rgYfqE3tU8//VRV0Mg8HxkmLuFMUUgFlQRJMu/IQGYRSfAgM5LyIxU2ElbkHAAuA6tlPpGhzcvUZFi3zKmSmUIyD8own6gwZPi2hEY5j1cqjqSizNjxSouhvM+cj5HPRO6b4j3K5y3PJ+FMq1at1OBuY0PfjXFzc1MtgXv27MneJm2DOSvKZHi6BE1ybiToy3mRweeFJZ9H3hbQvGQIvYSCMktKzpVUsV26dAnFgQGUJQwij8w/gHKr2gFBafoB5UcjD6CWRy042zrjZvpNnL1R9JTc3Nyd7dWqeOJI6A2cjrxp7kMiIiIiIiIqUQcOHMDkyZPVCnZt27ZVq7a9+OKLOH/+fPY+siKezAgyRlZXk5XVZLW33bt3q2oqaWd75JFHULFiRbVPWFiYGjIuPzcEH1KpM27cODVzSsIUWSlOghkJU4qLVEF99NFHqgLIMPPIMPeoa9euRh8n4Z/MW5IZS9K2d+TIEfW5yPvLuVqcPEfOAe7y/iTwkgHhslqgVCvJ0Hd5r/dKAiCZ7yQznOR8yZBxmfVUVGPGjFFtfDIfS0JAOf/Xr1/PDjylxVFaNGXwuLwPaY2TgEpeV+4XlsxzkmHuBw8eVPOxcg6EN5DASYIuqXqS15FWvL///hvFgQGUORnmPsVdBlLibv+5VzAa/BdWHr64HrZaWzTy1Zcayhwoa/RSt1roXtcPmVnAxMVHi2VVCSIiIiIiIksks4JkHpQM4u7Tp4/aNnr0aDU7SuYlGapVJBCQVcsKIquoScAkAcwDDzyg5kj9+OOP2T+XoETCDZklZCArm0kL2cCBA9GhQwdVYfTXX3/dFlrICnWmMmTIEDUIW65lLpSBBCISeBREhmBLWCOfUfPmzVVrmlSM5XweeQ55LgNZ6U1WoJOQT1r1JHyRx+QcTC6fv6w0WFQNGzZUgaGsYle/fn11DiRIKqrx48erz0MCNQkAZVi4tL/lfF8yH2zSpEnq+Q2Bo7TkSWVYYcl5lsfJ98vHxwe//fbbbfv07dtXBV0SYMrnJRVR8rrFQZPFBOA2UtYn6bAkkHlXCDC5z+oAN68CI1cBgbenzgt+6Yb3dJFo7RyAHx9egemHpuPbg9+iZ1BPTO04FdYo9HoSun2+CSnpOrzTty6Gtyn8H6DCkJJI6X2WflyutmedeA6tH8+hdeP5s348h9aP59D6mescGn6XkUHHxTFEuCQCGqnYkF+yc/4yTiVDwiovLy/8+++/dxXQGJubJAO5peWsSRP9WBlzk1XjJJQxZdB2r39f1KlTRw1rl+CptP6Z5b9mllIFJYPI8xHi10xdH026Cl2WLnsOlAwit9bssLKHM55spw+d3ll6HGE3biXyREREREREZB7SmieDwk0RPkkFVkREBCZOnKha/CwlfJJwVqqmpMXNXC5duqTaBE+fPq1aC6VNUEKcRx99FKUZAyhLmQNlZBB5jdr98YxTVXxc8zEVOIV4h6hWvOjkaITevH01BWvxdMfqsLPRDyQfPcc62wmJiIiIiIhKk169eqk2L1OQuVSyep1UPt3NnKTiIhWCsiqftL2Zi1arxezZs1VbocwBkxBq7dq1qgqqNLM19wGUeYaV8IwMIrcLbIVnA5dk37fR2qC+V30cjD6IfVH7EFC+8BPwLYmrox1e6lYTn646hWPh8fj3aDjur39raU0iIiIiIiKyXlJFZa1dO8UtICBABXRlDSugLKUFL+oYUMg/nDnb8KzZc52D4VfeQd1+beFh1fdKRERERERERKUPAyhz864JaGz0q+DFX813l6SUG9iw/0fM26ofRtbUr6m63h9l3QGU+H6o/r3cTM3A5H/yn4NFRERERERERNaNAZS52ToA3jUKHEQef+g3vHDkG3x69g8kZySjkW8jaKDBpfhLiEm+tdykNWpaxQPta3ir2/N3X0b4jWRzHxIRERERERERmRgDKIsaRJ5/AOVfrSt8MzKQqQGORx1GefvyqOFRo1S04YnvhzaBrVY/kPyTVafMfThEREREREREZGIMoCxpDpSRQeTwCkZIhn4+1JGLa9R1Y9/G6vpA1AFYOxlI/v4A/TD2JYeu4mREvLkPiYiIiIiIiIhMiAGUJfCtp7+OMhJAabVo4KRfIe5wxN5cAdTBqIMoDQY3D8R99fyRqctSs6C4WgIRERERERFR6cEAyhL4/RdARZ8CMtPz3SXkv5XvDidcyRVAnYw9qeZClQaT+tSFg60Guy/E4t1lRsI4IiIiIiIiolJCo9Fg8eLFxfLcb7/9Nho1agRLwQDKErgHAvaugC4duHY2313qVe0GbVYWIrPSEJkYiQrlKsDX2RcZWRk4GnMUpUEldyd0rOmrbs/ZfpEDyYmIiIiIyGo88cQT6N+//23bN27cqEKGGzdumPT1YmNjMXToUJQvXx7u7u548sknkZCQUOBjUlJS8Nxzz8HLywsuLi4YOHAgIiMji/S6s2fPVq9XEmGKdMZMnjwZFSpUgJOTE7p164YzZ87c8XHfffcdgoKC4OjoiJYtW2L37t1Ffu2///4brVq1gpubG1xdXVGvXj289NJLMLXw8HDcf//96vbFixfVZ3jw4MFCfbesjVUEUEX98sgfbPlDJV9SBwcH1KxZEytWrIDF0mgA3zoFroTnHNgWNdL01VFHr2xVX8rSNAfK4LNBDbMHko+aq283JCIiIiIiotwkfDp27BjWrFmDZcuWYfPmzRg9enSBjxk7diyWLl2KhQsXYtOmTbh69SoefPBBWKpPPvkEX3/9NaZNm4Zdu3ahXLly6NmzpwrSjFmwYAHGjRuHt956C/v370fDhg3VY6Kiogr9uuvWrcPgwYNVQCf5w759+/D+++8jPT3/jqV74e/vr3KLsuCeAqi0tDSEhobi8uXLuS6mVNQvjxxT9+7dVXK4aNEinDp1CjNmzEClSpVgHYPI8w+g4Fgek+qOwJKWU9C5ei+1qTQGUDKQ/MVu+hX+jl6Nx6qjEeY+JCIiIiIiIpMZOXIkGjRogNTU1OzfYRs3bozHH3+80M9x4sQJrFy5EjNnzlRFGu3atcM333yD33//XYVK+YmLi8NPP/2Ezz//HF26dEHTpk3x888/Y/v27di5cydMTV7j+eefz7UtOjoa9vb2KuApTPXTl19+iYkTJ6Jfv37qM5s7d656fwVVWcn7GzVqFEaMGIG6deuq8MrZ2RmzZs0q9LFLSNe2bVu8+uqrqFWrlipqkQokKY4xOHfunDouPz8/VU3WvHlzrF279rbqpl69eqnqrapVq2L+/PmquEbeV35VY7KPkO+DbO/UqZNqo5szZw7++ecftU0uUlUnxo8fr45N3l+1atUwadKkYgnJzBpASclb+/bt1YdYpUoV9SHJRT5IwwdmKkX98sh2KUWUEyhfGDmmjh07quDKqgeRA2jY7nVUrd0fWjtHdb+Rr76X81D0IeiydCgtxnSpAV9XfQL8yqJD0OlKz3sjIiIiIqK7k5SWYfSSkp5p8n2Li1T0JCYm4vXXX1f333zzTdXF8+2332bvI8GDtF0Zs2PHDtUG16xZs+xt0p6m1WpVpVB+pIpHwgnZz6B27doIDAxUz2dqTz31lApcDEGb+PXXX1VxiIRTEqzI7+vGXLhwAREREbmOV9rhJHAzdrwS5sn7zPkY+UzkflHeo1QlSXXZ0aPGx91Iu+MDDzygwrQDBw7gvvvuQ58+fXIV5UioKIGZBEZ//vknfvzxxwIrsQzdXhJkSXj1119/4ZVXXsGgQYPU88s2ubRp00btJ62B0hJ5/PhxfPXVV6r45osvvoClsr2bB8kfBFtbW1XmJ21uksAVB8OXZ8KECYX+8ixZsgStW7dWLXiSEPr4+ODRRx9VyaCNjQ0svwKq8MO3a3nUgpOtE26m3cS5G+dQw0NfOVQafD+0CR6atgM3UzLw1pJjmNI/xNyHREREREREZlR38iqjP+tcywc/j2iRfb/plLVIzhM0GbSs6okF/2udfb/dxxsQm5h2234XP9J3nhSF/I4s1TA5ZWbmPg75uQQxUighAYJUw2zYsEHNcjKQUEh+1zZGghlfX/38XAP5Hd3T01P9zNhjpPoo7/wmqeAx9hhjpJoq7/vMS1r7pAJKfi+XAEVIWCJ5gmQI3t7eqF69utHHG45Jjq+wxxsTE6M+7/wec/LkyUK/vzFjxmDLli0ICQlRRTcyC6pHjx6q7dHQLidFLjkLXaZMmaLmRkkmIe9bXk+CpD179mQHhTNnzkSNGsZ/b5f8QsiMLgnBDKT4R4K8nNuEVIcZSJgnYZVUwb322msoNQGUDMSSYEjS0uJ0N1+e8+fPY/369eqLIXOfzp49i2effVYlvdLGlx85kTlT2fj4eHUtlTclVn3jU0dfjhZ3GbrkG4DDrb98smWmY9HmSdgTfRCju32F6p61EOIdgt0Ru7E/cj+quxn/w2ttmgS6o211L2w7dw3zdl3Gi12D4VmucH2xcs6kXJOVU9aL59D68RxaN54/68dzaP14Dq2fuc4hvzPm1blzZ/zwww+5tklF0rBhw3Jtk6IJCQsktJBiCWmhy0lazSyZBGcyIievnOGKzHB+7LHHVJeSBFCyv1QUSUAjJKTJ26JnKWTW1PLly1WbnYSD0qL48ssvqyojKYaRriypgJIqLtlPqpIyMjKQnJycXQEl44AkFGzSRL+ivQgODoaHhwdMObJIKurkOOV45BhyBpmlIoCSVjgJhyyR/IUrSbCUtknFk/S1hoWF4dNPPzUaQH344Yd45513btt+/fr1Ev0L3KOcP2wSIxB/dhcyKjS9fYcsHVafW4JdDnaof/QveNT/H2q51MJu7Mau0F3o6t0Vpcn79wfhgenXkZSuwxcrj2Ns5yqFepycs5s3b6p/8KVijqwPz6H14zm0bjx/1o/n0PrxHFo/c51Dec3S6vi7PY3+TJunK2ffpG6F3nfr+M4wZXAhIUNOMjc5v+/Htm3b1O+sUjRRVFIJk7eVS8IHGUeTt0om52Oky0ja/XJWQckqeMYeY4x8p/O+T2NteI0aNVKfgcybktY7qSgqDMMxyfHlrAaT+/Kc+ZGqKvlM867sdzfvUUiFllzkfUirpMxbktBHRgRJgCgD4KdOnao+C6lSeuihh9RnXBJ27NihCm8ky5A52dKeKNVPn332GUpVAPXxxx+rkq4PPvhAlaTZ2dnl+rmpEre7+fLIF1OOJ2e7XZ06dVSJnnwRpOQwL2nxk0HnOSugAgICVDJpbHnJ4qDxrweci0D55CuAZ/d89wlx8MUuXMeZG4dUeWXrwNb45ewvOBF3Qt0vTeTdfDe0CUbM3ovfD0RiWNtg1PJ3vePj5C9zKemU88f/YLNOPIfWj+fQuvH8WT+eQ+vHc2j9zHUOpeKitHK2tzX7vqYiBRLS1SMr0Ul4IOGMhBqFJRVUEiRJZ5IUXQjpBJLvncxIyo/sJ78ry8wiWd3NUKUjFTvyfMVB8gJpP5PZRDIPKuecqzuR+dLye78cryFwkt/VpaLsmWeeyfcx8vu+vE95jAwNF/KZyP17rbaSFjepfJL5XUICRGknHDBggLovFUiyGJqBDC+XUFDmQxnO0dmzZ1WhizGGvCJv26Zsz7tNhsdLmCfBmMGlS5dgye7qT5phoFfXrrkrbiTdl79k834wd+tuvjwyeFy+2LKf4S/606dPq2Aqv/BJSA9nfsseyuNL9B98Pwmg1kEbfUJePN9dGvo0AKI34ejNi+rYGvk1ggYahCaEIjY1Ft5O3ihNOtf2Q4+6flh9PBKv/3UEfz/bplDnRL6HJX7+yKR4Dq0fz6F14/mzfjyH1o/n0PqZ4xzy+2L5JJCYPHmyWrVdfn+VhbdefPFFNRNKVjIzDK+WYd3SrZMfKbKQodSyYJcs1CUjZ+R35EceeQQVK1ZU+0gnkPzOLu18LVq0UBUyTz75pCq+kOIFKRyRWUcSPsmMo+Ii1UNybFIdZghrhIRRMjPJ2Ip48ufnpZdewnvvvada+ySQklXe5P0Z8gEh71Ge15ARyPsbPny4Cr7kfcuMLQmNihLwSWtdUlKSGjIuIY+EfdLqJp9z9+76YhE5JhkSLoPH5Vjl2HJ2UMnIIslORo8erdoy7ezsVBufVEoZm6Mt3Vzyc1nhsHLlyqqNUc6bhF+rVq1SgaHMh5Jt8voSHkrVk6zAJ62A8nlasrv620l6IOUiCWvOi2GbKcmXR9JSWXZQlpqUpDPnl0f+YOYcUi4/l7JD+QMswZOcBKnUkqHkFk8CqDsMIg8J0od/5zOT1fBxV3tXBHvoSx8PRh1EaTSpd13YaIFDoXF4e2nhh7QTERERERFZkpSUFDUPSipnJLgQElDI7CiZl2Qo5pBgQeYKFWTevHkq5JAARoISmSMlo2gMJCyRwEKCFANZIa13796qAqpDhw6qwkhClJwk7JAAxlSGDBmiKvPkWgIVAxnrI7OLCiKdVxKSyWckIYtUGUk4k/N55DlyjggaPHiwaouTkE8qp2SGtTwm52xp+fxlpUFjJAyU+dKSN8hnfP/996uuqtWrV6vKJiHBoVQ4yop0ci6lki3nvCch4Z+8rnzWAwYMUIGhzM/Kefw5yeckQdf06dNV0NavXz+1XR4nryuhmgwql+qrvn37YuzYsSp4k/cpFVESglkyTZaULVk4SUalRFFOuHywckIMZYXypZE/IDJNP2cvpJwI+aJJaiwpb1FWwZOyPkkUpTSuJFvwEH4YmN4ecHQDxl+SyPf2fZJv4L55rRFmZ4sf232K1tXvw5QdU/DH6T/weN3H8WrzV1EaDZ2xUw0k12qA7a93hb9b/n9ghaTOEkJKqs//A2SdeA6tH8+hdeP5s348h9aP59D6mescGn6XkVXKLHkYcUEBzYULF1S1i7Ff0qn4SFglFTb//vtvgQFNUUhbmsxRktXg8gY05iIBk4R+pgzaCiM0NFSN+5HV8fJ2lFmrovyZvetmVylB++mnn1RVkqhXrx5Gjhyp/rIztYKm42/cuPG2bVJCKFPqrY5PLUBjA6TEAfFXAbdKt+/j5I4GcEAYMnH44hoVQDXybaQCqNJaASW+H9oETd9biwxdFkbN3YOlY9qb+5CIiIiIiIhKFelqkkHhpgifpALr2rVrmDhxomrxs5TwScJZqZqSbqniJh1iUrUls7DCw8NVRZcU0EhFVFl0V1H83r17VYIp5XuS6stFys9kW35LMVIh2ToA3v8tWxlVQBueaxBss7JwI/6Kut/Yt7G6Ph57HCkZKSiN3JztMaarvtXwSFg8Vh+LMPchERERERERlSq9evUyWTAjbWIyi1kqn2ROlaWQohmpRHJxcSn215IQ7o033lAFOwMGDFDtc1JEk3cht7LiriqgpL1N+g1lNpNhlQWZ7i7DxWRI2ObNm019nGWHb10g+iQQeRSokf9KeA92+QgP2TjAybOqul/JpRJ8nHwQnRyNozFH0cy/GUqjF7vWxLydlxF1MxWvLDyEg3V8WZJORERERERkgaSKygom/hQrmQslF7rHCiiZqZRziU+5LeVk8jO6B3517ziIvJxP7ezwScgEfWnDEwejS28bnvj2UX21V3xKBt7hQHIiIiIiIiKi0htAyTA7mcqf15UrV9REd7oHvoaV8I4V6WGGNrwDUQdQmrWo6oU21b3U7b8OhCEhNcPch0RERERERERExRFAybKGsrLcggULVOgkl99//1214MnSinQP/EP01zGngIxUo7ut3vwuHpnTHJ+teCpXACWDyHVZOpRmPwxtgkrujriZkoGv150x9+EQERERERERUXHMgJo6dapq+3r88cfV7CchQ7SeeeYZfPTRR3fzlGTgVhlwdAdSbuhnQVVomO9u6fFhOIYU2FzTV0rV8qwFJ1snxKfF40LcBVR3r47SSgaSv9c/BCNm78GsrRfwcNPKqOHHyjsiIiIiIiKiUlUBZW9vj6+++grXr1/HwYMH1UVWwpNV8RwcHEx/lGWJRnOrCiriiNHdGlTprK5PZCYgLTMNdlo71PeuXyba8ETn2r7oXtcPGbosDJ25Czpd6a76IiIiIiIiIrJm97SEmLOzM0JCQtRFbpOJ+De4YwBVuXoPeGRmIl0DnLq6S21r5NOozARQYkyXYHUtq+K9u+yEuQ+HiIiIiIiIyOJpNBosXry40Pu//fbbaNRInzeUSAD14IMPIj4+Pvt2QRe6R4WogNI4eyIky07dPnxu5W1zoMqCBpXdsweSz91xEZHxKeY+JCIiIiIiKqOeeOIJ9O/f/7btGzduVL/w37hxw6SvJ11IQ4cOVYuEubu7qznNCQkJBT4mJSUFzz33HLy8vODi4oKBAwciMjKySK87e/Zs9XqmCDbuJCsrC5MnT0aFChXg5OSEbt264cyZgucABwUFqePIe5H3XdiwJb/H57xYi7eNBEfh4eG4//77S/x4Ch1Aubm5ZX/Q8gWX+8YuZMIAKivL6G4h5QLU9eH/Kp4a+Ogrpy7fvIyY5BiUBTKQ3FargS4LGDV3r7kPh4iIiIiIqERI+HTs2DGsWbMGy5Ytw+bNmzF69OgCHzN27FgsXboUCxcuxKZNm3D16lWLLiL55JNP8PXXX2PatGnYtWsXypUrh549e6ogzZg9e/aogMVwkc9HPPzww4V6zVdeeSXX4ytXrox333031zZr5+/vb5bxSYUOoH7++We4urpmJ55y39iF7pFPLcDGHkiNB25cMrpbA/9m6vpIkv4PgJuDG4Ld9W1ph6IOoSyQgeTPddYPXD8cGoe1xyPMfUhERERERERGjRw5Eg0aNEBqqn7V87S0NDRu3Fgt8lVYJ06cwMqVKzFz5ky0bNkS7dq1wzfffKNWp5dQKT9xcXH46aef8Pnnn6NLly5o2rSp+v19+/bt2LlzJ0xNXuP555/PtS06OlrNlF63bl2hqp++/PJLTJw4Ef369VOf2dy5c9X7K6jKysfHRwUshouEc9WrV0fHjh0LddxSGZbz8TY2NioLMdyfP3++GkMkYVhAQACeffbZXJVnhgqxVatWoU6dOur57rvvvlzBlSzm9sILL6j9pBpt/PjxGD58eK4KOplz/OGHH6Jq1aqq+qthw4ZYtGjRbZV18lk2a9ZMjUVq06YNTp06lX0c77zzDg4dOpRduSXb8qtUk9evWbOmeo5q1aph0qRJSE9Ph0XMgJIvUn7lg9KiJz+je2RjB/jWuWMbXv3gXqiYkYm6Wmek6/Rfjka++vK6g9Flow1PjO1eC94u+vR23B+HOJCciIiIiIgsllT0JCYm4vXXX1f333zzTfX79bfffpu9T6dOnVRLnzE7duxQ4YUEDwbSnqbValWlUH727dunQgXZz6B27doIDAxUz2dqTz31lAprDEGb+PXXX1GpUiWVG0h7mLTLGXPhwgVERETkOl7puJLArbDHK+GevKaEfqZqnZPPWM6hVJ/NmTMH69evx2uvvZZrn6SkJEydOhW//PKLqky7fPmyqqwy+PjjjzFv3jwVAG7btk1lKXlDNQmfJHCT6i95LaleGzZsmKpcy0m+P5999hn27t0LW1tb9V7F4MGD8fLLL6NevXrZlVuyLT8SsEk4dfz4cbXg3IwZM9Qic6ZmezcPkqRNTmReUga3ZcsWUxwXSRte+CF9AFWnT767lK/YFKueOAzY3DqNMgdq0elFZWYQucF3jzbG4B93Ij4lA1+sPYsRzbzNfUhERERERGQKMpYkPck8r23nrF+pvJCk2kYqXnLKzMzMdV9+LqGIVOTIL/5S5bNhwwY16sZAQiGZe2SMBDO+vr65tkn44OnpqX5m7DFSfZR3fpOfn5/Rxxgj1VR532de0tonFVD//PMPBg0apLZJyCHBmoRB3t7eqjLJGMMxyfHd7fFKqCPhXkFhXlG99NJL2bclQHvvvffw9NNP4/vvv8/eLkGfBEeG9yefw7vvvpv9c6lWmzBhAgYMGKDuS/i4YsWK7J9LaPfBBx9g7dq1aN26tdomlUlbt27F9OnTc1Vzvf/++9n3JdTs1auXymakakrOkXwvpHKrIFJllvM9SVgm1XR5g7USDaAOHz6cfVuSsZwnXf5QSQmgpJlUMivhQau9rYitsY9+EPnxa8eRmpkKB5uS7+s0h5bVvNC5li82nIrCwn1XMKiBBzzNfVBERERERHTvJHz6oKJ5XvuNq4B9uULv3rlzZ/zwww+5tklFklSu5CShgvySP2XKFNX+JC10OUnliyWT4Gz//v23ba9Ro0b2bUdHRzz22GOYNWuWCqBk/6NHj2LJkiXZoUzeFj1Tk5ZDGbZdsaLpvj8SCkl10smTJ1XlkrTTSeAjVU/SwibkOme4JmFiVFRUdngng99btGiR/XNp85OWSEM3z9mzZ9Xzde/ePddrG9o1c5LWxJyvI+S1JMQsrAULFqiqrnPnzql2QnlPOQNRswRQMj3d0DuYX6udJGyS5FHJrISXszc2Oj4Uvm4BqOxaGV6OXriWcg3HYo6hiV8TlBU/DGuCHl9sxuXYJMzcEYZ3BviY+5CIiIiIiKgMkblAwcH6ubwGoaGht+0nQYO0XknwIGFDUUlFiyHQMJDQQFbGM1btItslwJCKoJxVUBKG3KlCJr82tLzv01gbnuQI8hlIu5nkCFWqVCnUaxiOSY4vZzWY3M9vZbe8Ll26pMKiv/76C6Zy8eJF9O7dG88884yqPJKKM6lKkhUI5bM1BFB2dvoV6w0kQ8kqYIGxvAwzpZYvX35bkU/e4eE5X8vQZliUsTTSzigD7WVelAx4lzZHqX6Stj6zBlDSgykfmpR+7d69Ww33MpBSPikBlD9AZAJ+9fTXcVeApFjAOf96nisX1uPRjS8iQwNsG34IWo1WteGtvbxWteGVpQDK0c4Gb/eti5Gz92Le3nD0DKmMdjVzl6USEREREZGVkTY4qUQy12sXg08//VRV0Mg8H/mlX8KZESNGFPrxUkElQZLMdZLKGSGziCR4kBlJ+ZH9JKyQodUDBw5U22RgtcwnMrR5mZoM65Y5VTJTSOZB5ZxzdScyfFtCKDleQ+AkFUdSUSYB0J3IZyoZhbSkmYp83vIZSzgjIZz4448/ivQcbm5uqo1QVuvr0KFDdkeZVIgZ3mfdunVV0CTnprDD0/MjOU3eFtC8ZAi9hIIySypneFccihRAGZJKDnkuAY5ugEcQcP0iEHkUqKr/YuZVwac+UqBDikaLi5EHUc2/iRpELgHUwaiyM4jcoEttPzQKcMfBKzfw3G8HcGBS9+y/GIiIiIiIyApJVUcR2uAs3YEDBzB58mS1olnbtm3VqnQvvviiChqk2EPIinhS+SKtXvmR1dVkZbVRo0apWUMyc0ja2R555JHsdrOwsDB07dpVtfNJu5cEH1KpM27cOFW5Iy1WY8aMUeFTq1atiu39ShWUHJtUhxlmHgkJo/7++2+jK+JJNY/MW5IZS9LaJ4GUrM4m7y/nanHyHuV5c7bzSWYhAZSsLCczkExFqr7ks5bOrz59+qgqNvn8i2rMmDHq3MrzySB4eb7r169nVzBJi6O0aMrgcXkv0qIprXvyenLe5H0VhsxzkkKigwcPonLlyup581ZQyWcrQZdUPTVv3lxVXcl5KQ739Ju5zIGSuU/Sw5nzQiXXhmfr4ou6On3V2eGz+qFlUgFlWAmvKGV+pcX4njXVdVxyBqYsP2HuwyEiIiIiIlJkVpDMg5Kh2BJgiNGjR6vZUTIvyVCtIoGArFpWEFlFTcILCWAeeOABFVL8+OOP2T+XoEQqnGSWkIGsbCYtZFIBJdU3UmGUt0VNQgtZoc5UhgwZokIguZa5UAYxMTFq5lBBZAi2hDXyGUk4Iq1pkkHkfB55DnmunKT1Tj5Dw4pwecnnLysNFlXDhg1VYCir2NWvX1+dA2MhYUHGjx+vPg8JGiUAlGHhUgmX833JfDAJ3OT5DYGjhEMSxBWWnGd5nHy/pIPtt99+u22fvn37qqBLAjypwJKKKHnd4qDJuouE4vz58yphPHLkSK5eRkNad6cSL0snZX2SDksCmXeFgBK16RNgw/tAwyHAAOOp6me/3YfZaWF4uFw1TH7oH6RnpqP1b63VEPJ/+v+Dam76FL2skIT44R+2Yt+Vm9BqgJ0TusK3/K0/yGQd51D61+X/zLCCzTrxHFo3nj/rx3No/XgOrZ+5zqHhdxmpliiOIcIlEdBIxYb8kp3zl3EqGRJWeXl54d9//72rgMbY3CQZyC0tZ02aWMaIGKk2k1DGlEHbvf59UadOHTWsXYIna1KUP7N39TehlAfKk8vQMxmydezYMWzevFn1dm7cuPFuj5vuchB5yH8VT0cSrqhrOxs71Peur26XxTY88UnfmrDVaqDLAkb9stfch0NERERERGTxNmzYoAaFmyJ8kgqsiIgITJw4UbX4WUr4JOGsVE1Ji5u5XLp0Sc3FOn36tCrskZlWEuI8+uijKM3uKoCSKenvvvsuvL29VZovFyn3k9KwF154wfRHWdYDqOiTQHqK0d0aBOuHqp1BGpJS43O14ckg8rLIzckWT3fSV34duhKHdScizX1IREREREREFk0GdkublynIvCJZvU4qn+5mTlJxkQpBWZVP2t7MRavVYvbs2aqtUOaASQglbYNSBVWa3VUAJS12MrxKSAh19erV7CHl0mNKJlK+EuDsBegygKhjRnfzD2gD30wdMjUaHD+zLPccqDJaASXGdasJbxd7/e0/DnF4PhERERERUQmRKioZ1yMZgayGR7cEBASogE6qsaRtVuYuGVbEK83uKoCSYVuHDh1St2WJx08++UR9eFIVZZjaTyYgM7Uq6oMkXC2gkkmrxUCXYIx0CIB3OT+1qaFPQ3V9Mf4iYlNiUVZ9O0Rf5hmXnI4lhwoe4kdEREREREREFhRASQ+noZpEQifpVWzfvj1WrFiBr7/+2tTHWLYVJoAC8OygfzD2kRUIqtpV3XdzcMsePl6Wq6BaVffCqPb6VQI++vckElMzzH1IRERERERERGXOXQVQsjzggw8+qG4HBwfj5MmTatlDGUouA8vIhCo00l9f1VecFQXb8PRe7lELAZ5OiIhPwTfrz5r7cIiIiIiIiIjKHJOtByrLi2qkZYyKpwIq6jiQnlzgrnFJ17D10GzE3bio7jfy1YdXB6PLdgDlaGeDt/vUU7enbzqH9SejzH1IRERERERERGWKbWF3NFQ8FcZff/11t8dDeZWvCJTzBRKjgIijQEBzo7s+9Ud3nNSk44sbF9Gt49vZFVDHYo4hLTMN9jb6gdxlUdc6fvBxcUB0QirGLTiI/ZO6qZUHiIiIiIiIiKj4aYuyVGFhL2TqQeT/teGFF1zJFOJcUV0fjtijrgNdA+Hp6Ik0XRqOXzuOsu7rR/SB3I3kdHyw4qS5D4eIiIiIiIiozCh0BdTPP/9cvEdCBbfhnVl9x0HkIf7NsPDCJRxODFX3pSWykU8jrL+yHgeiDmS35JVVrYO90KKqJ3ZfiMWsbRcwukM1+JZ3NPdhERERERERURml0Wjw999/o3///iZ/7rfffhuLFy/GwYOWMZaHPUhWNYi84ACqQXAvdX1ck4GMxGh129CGJwEUAT8+1hQ2Wg10WcD/ft1n7sMhIiIiIqJS4oknnsg3RNi4caMKGW7cuGHS14uNjcXQoUNRvnx5uLu748knn0RCQkKBj0lJScFzzz0HLy8vuLi4YODAgYiMjCzS686ePVu9Xn7kfUrgYSpZWVmYPHkyKlSoACcnJ3Tr1g1nzpwp8DFBQUHqOPJe5H0XhYRCrVq1Ul1erq6uqFevHl566SWYWnh4OO6//351++LFi+pY8wZGxr5b1uauAqiqVauiWrVqRi9UTIPIo08CaUlGd6taoSlcsoBkrRZnTy9T2wxVT4eiD6k/vGWdu7M9nulYXd0+cPkGNp7iQHIiIiIiIrI+Ej4dO3YMa9aswbJly7B582aMHj26wMeMHTsWS5cuxcKFC7Fp0yZcvXq1SPOeS9onn3yCr7/+GtOmTcOuXbtQrlw59OzZUwVpxuzZs0eFOoaLfD7i4YcfLvTrrlu3DoMHD1YB3e7du7Fv3z68//77SE9Ph6n5+/vDwcEBZcFdBVCS+r344ovZl2effRatW7dGXFzcHb/wdBfKVwBc/IEsHRBxxOhuWo0W9e30SfThyxvVdV2vurDX2iM2JRaX4i+V2CFbspd71IRXOf1A9vF/HmYwR0REREREJWbkyJFo0KABUlNT1f20tDQ0btwYjz/+eKGf48SJE1i5ciVmzpyJli1bol27dvjmm2/w+++/q1ApP/L7+k8//YTPP/8cXbp0QdOmTdWone3bt2Pnzp0wNXmN559/Pte26Oho2Nvbq4DnTuT3tC+//BITJ05Ev3791Gc2d+5c9f4KqrLy8fFRoY7hIuFc9erV0bFjx0Ifu4R0bdu2xauvvopatWqhZs2aqgLpu+++y97n3Llz6rj8/PxUNVnz5s2xdu3aXM8jAVivXr1U9VbVqlUxf/58VaEl7yu/qjHZR8j3QbZ36tRJtdHNmTMH//zzT3Y1l1TVifHjx6tjc3Z2VsVAkyZNKpaQzKwBVM7wSS6vvPIK5s2bh3fffRenTp0y/VHSrUHkd5oD5VFbXR+5rj8PsvJdfe/66jbb8PTkD+w3QxqrVrzI+FT8ezTC3IdERERERERlhFT0JCYm4vXXX1f333zzTdWe9+2332bvI8GDtF0Zs2PHDtUG16xZs+xt0p4mK31LpVB+pIpHwgnZz6B27doIDAxUz2dqTz31lApcDEGb+PXXX1GpUiUVTkmwImGMMRcuXEBERESu45V2OAncCnu8Eu7Ja0roJ78HFpYEV1JddvToUaP7SLvjAw88oMK0AwcO4L777kOfPn1w+fLl7H0kVJTATAKjP//8Ez/++COioox34Ui1lZAgS8Krv/76S+UtgwYNUs9vqOpq06aN2k9aA6Ul8vjx4/jqq68wY8YMfPHFF7D6IeSFIX2LEyZM4MDy4mrDO73yjgFUj7qPotIxDZpU18+DMrTh7Y/aj4PRBzGgxoASOFjL1ybYG891DsbX685gyrLj6FTLB872Jv3jQEREREREppSWaPxnGhvAzrGQ+2oBO6c772tfrsiHKNU2Ug2TU2ZmZq778nMJRaQiRwIEqYbZsGGDmuVkIKGQzD0yRoIZX1/fXNtsbW3h6empfmbsMVJ9lHd+k1TwGHuMMVJNlfd95iWtfVIBJZU7EqAICUskWJMwyNvbW1UmGWM4Jjm+uz1eqSyScK+gMC8/Y8aMwZYtWxASEoIqVaqoWVA9evRQbY+GdrmGDRuqi8GUKVPU3KglS5ao933y5EkVJElLoCEonDlzJmrUqFFg9ZaQGV0SghlIBZUEeTm3CakOM5AwT8IqqYJ77bXXYIlM+hv3okWL1BeeinEOVHjB0+trB3VWl5w4iDx/z3aqjr/2hyL0ejLe/PsovhhctlcJJCIiIiKyaB9UNP6zGj2AoQtv3f80GEg3Mj+3SjtgxPJb978MAZKu3b7f23FFPsTOnTvjhx9+yLVNKpKGDRuWa5uMsJGwQEILaaOSFrqcpNXMkklwtn///tu25wxXHB0d8dhjj2HWrFkqgJL9paJIAhohIU3eFj1Tk5ZDKZSpWLGA704+ZNbU8uXLVZudhIPSovjyyy+rKiOpvpKWN6mAkiou2U+qkjIyMpCcnJxdASXdYRIKNmnSJPt5g4OD4eHhYbL3t2DBAlVRJ8cpxyPHkDPILBUBlKEfMWdvpiSQ0s/5/fffm/L4KO9KeNGngNQEwKHgtDmnhj76VPZC3AXcSLkBd8f8VywoaxztbPBKj1p4acFB/H0gDP0aVUSnWrn/LwIREREREVFRggsJGXIKDQ29bT+dTodt27bBxsYGZ8+eLfLrSCVM3lYuCR9kZby8VTI5HyMtaVIRlLMKSlbBM/YYY6TVL+/7NNaG16hRI/UZSKeUtN5JRVFhGI5Jji9nNZjcl+e8k0uXLqkKJGlju1tSoSUXeR/SKinzliT0GTFihAoQZcD51KlT1WchVUoPPfSQ+oxLwo4dO1RF1jvvvKMGs0t7olQ/ffbZZyhVAVTe5f/kyyelYtKnKj2kVAxc/QDXisDNq0D4ISCordFdQ2NOYOuRufDMzESPbp/Aw9EDQeWDcDH+omrD6xTQqUQP3ZL1bVhBteBdS0xTQdT+ifq+aSIiIiIisjBv5D9cO7sFL6dXzxbcgpfTS8YXeioun376qWrRkpXoJDyQcEZCjcKSCioJkmSukwwTF+vXr1fBlsxIyo/sZ2dnp2YWyepuhiodqdiR5ysO0sIm7Wcym0jmQeWcc3UnMpBbQig5XkPgFB8fryrKnnnmmTs+Xj5TaVOUIeCmIC1uUvkk87uEBIjS2jdggH7MjVQgXbx4MXt/GV4uoaDMhzKco7Nnz+L69etGX0NaJPNr25TtebfJ8HgJ8yQYyxm6WbK7CqDeeust0x8J3VnlpsCJq0Do7gIDqJ0XVuH9y8vQMiUdPTp/ANjYqjY8CaCkDY8B1C0SNslA8kdn7sKNpHS8s+wE3ulbz9yHRURERERE9zKTqbj2NQEJJCZPnqxG2MhKa7IqnSzuJTOhZCUzw/BqGdb94Ycf5vscderUUUOpR40ahWnTpqnh4tLO9sgjj2S3m4WFhaFr166qna9FixaqQubJJ5/EuHHj1OgcadWSWUcSPsmMo+Ii1UNybFIdZghrhIRRMjPJ2Ip40nX10ksv4b333lOtfRJIySpv8v5yFsXIe5TnzdnOJ0GcBFDDhw9XbXBFJa11SUlJasi4hDwS9kmrm3zO3bt3V/vIMUl1lQwel2OVY5PXNZDiHBmgPnr0aNWWaWdnp9r4pFLK2EB0Cczk57LCYeXKlVUbo5w3Cb9WrVqlAkOZDyXb5PUlPJSqJ1mBT1oB5fO0ZIUu9ZCksbAXKiaVW+ivQ/cWuFvDaver68P2Nsj4b2aUYQ7UwaiCZ0iV1YHkbap7qdtzd1zElWtGesWJiIiIiIjuQUpKipoHJZUzElwICShkdpTMSzJUuUiwIHOFCiIr0UvIIQGMBCUyR0pWWTOQsEQCCwlSDGSFtN69e6sKqA4dOqgKo7wtahJ2SABjKkOGDFEhkFxLoGIQExOjZhcVRIZpS0gmn5GELFJlJOFMzueR55Dnykla7+QzlNXv8iOfv3RwGSNh4Pnz51UQKJ+xzJGSsUOrV69WlU1CgkOZ5yQr0sm5lEq2nPOehIR/MjRdPusBAwaowFDmZ+U8/pzkc5Kga/r06Spo69evn9ouj5PXlWoy6T6T6qu+ffti7NixKniTCjGpiJIQzJJpsmSAUyErRQq7bGHe0jBrIyGaJIpSGpd3hQCzurwTmNUTKOcLvHJaIuF8d9Nl6dB2bmMkQIc/Ah9Cnc5vqflPfRf3hb3WHjsf3Qk7GzuUVpI6S++zpPqFbae7mZKOJlPWID0zC9V9XLDu5Y7Ffpxk2nNIloXn0Lrx/Fk/nkPrx3No/cx1Dg2/y8gqZZY8jLiggObChQuq2sXYL+lUfCSskgqbf//9t8CApiikLU3mKMlqcHkDGnORgElCP1MGbYURGhqKgIAAFZBJcFgaFOXPbKFr0WTye84v0Ouvv65SQ0OvqAzAmjNnjtESQTLRIHKtHZAYBdy4BHgE5bubVqNFQ6cK2JYchoNXt6OOpNjlg+Dh4IHrqddxPPZ49mBy0nN1tMObD9TF20uP4Vx0An7ZcRGPtc7/8yUiIiIiIiqN5Pd+GRRuivBJKrCuXbuGiRMnqhY/SwmfJJyVqilpWStuMpdLqrZkFlZ4eLiq6JIKM6mIKou0RUkIDRcpI5NyMwmbpOxLLnJbpr9LnyUVEztHoEID/e0rewrctaF/M3V98OYlWaZQVa819NWHTmzDy98TbYNQzVvf/z1zywWkZdzq3yUiIiIiIirtZGC3qYIZaROT1euk8knmVFkKqRCUSiQXl8KvLH8vIdwbb7yBevXqqRY8aZ/buHGjmgdVFt1VLahUO0nvYV6ybffu3aY4LrrjHKiCP+dGVXuq60O2GiD6VK45UDKInPI3f1RLeJWzw6XYJPy4ueB+ZCIiIiIiIsqfVFHJxB+ZQyUVQGWRzIU6evSoam2MjIxUQ8JlqHlZdVcBlPQsyjKKec2cOVP9jIpRQHP99ZWCA6gQv8bq5Ibb2iD20pbbAqhCjv4qc/zdnDC5j34VvK/Xn8W5qARzHxIRERERERGR1Sv6eoT/Tc6XqfkymKxly5Zqm1Q+nTlzBn/++aepj5FyqvxfABV5FEhLAuyd893Nxd4Fc1q+gxpedVHOp7baVterLuy0dohNicWVm1cQWD6wJI/cavRtWBEL9lzB9nPXMPCH7dg/qRuHfxIRERERERHdg7v6rVqWeJSwSZYalJUd5CK3T58+rX5GxcgtAHDxB3QZwNWCW+ka1X4wO3wSDjYOqOelr+5hG55xMi/r+c7B6vaN5HRM+ueYuQ+JiIiIiIiIqOxVQInKlSvjgw8+MO3R0J1pNPo2vBNLgdA9QFDbIj1c2vAORh9UAVS/4H7FdpjWrk2wN9rX8MaWMzGYv+synmpXFVV9in9IHREREREREVFpdNd9RTdu3MBnn32Gp556Sl2kLU+WM6SSHERe8Ep4qZmpmLryaQyf2wKpB+erbY18G6lrroR3Z9Mfawp7Wy1kWtbIOQV/1kRERERERERk4gBq7969qF69ugqdDC14n3/+udq2f//+u3lKKoqAFrcGkRcwTNxea49l0fuwPysZR08tVtsa+jRU1+fiziEulYFhQZztbfFWn7rq9oWYJMzaesHch0RERERERERUdgKosWPHom/fvrh48SL++usvdblw4QJ69+6Nl156yfRHSblVaARo7YDEKODGpQJnGTXxrKNuH4g5rMIqLycvVCmvX/bxUPShEjtkazW0ZRUE++pb7z789wRupqSb+5CIiIiIiIiI7lpQUBC+/PLLQu8/e/ZsuLu7w2wVUOPHj4et7a0RUnL7tddeUz+jYmbnCFRooL99peDWsCZVuqjr/doMIOa0ut3IR9+Gx0HkhfPziOZq9FZ6ZhY+WH7S3IdDREREREQW6IknnkD//v1v275x40ZVHCBjbExJOpGGDh2K8uXLq3DgySefREJCQoGPSUlJwXPPPQcvLy+4uLio1e0jIyOL9LoFhRHyPhcv1nffmIIUu/To0UMdrzz3wYOFGyWzcOFC1K5dG46OjggJCcGKFSuK9P7ktQq6SDGONZht5Fzt2bMHo0ePLvHjuasASr7gly9fvm37lStX4OrqaorjojsJaKW/vry9wN0aV2iurg86OCDz/Eb9Nt/G6poBVOEEeDjjxa411O0/94fiXHTBf6kTEREREREVNwmfjh07hjVr1mDZsmXYvHnzHUMF6WZaunSpCmg2bdqEq1ev4sEHH4SlSkxMRLt27fDxxx8X+jHbt2/HkCFDVCB34MABFQrK5ejRo4V6/ODBgxEeHp59ad26NUaNGpVrW0BAAKyZj48PnJ2drSOAkhMiJ3PBggUqdJLL77//roaRy4k2te+++06ViEl62bJlS+zevbtQj5NjknQyvxTa6hlWv7u4tcDdannUgrPGFjdttDh7fk2uAOpozFGkZ7KlrDAkgOpUywdpmTpM+OsIdDrjs7eIiIiIiIiMGTlyJBo0aIDU1FR1Py0tDY0bN8bjjz9e6Oc4ceIEVq5ciZkzZ6rfkSWk+eabb9TvwBIq5UcWDfvpp5/U/OYuXbqgadOm+Pnnn1Vgs3PnTpiavMbzzz+fa1t0dDTs7e2xbt26Qj3HY489hsmTJ6Nbt26Fft2vvvoK9913H1599VXUqVMHU6ZMQZMmTfDtt98W6vFOTk7w9/fPvsjxSlhjuC+Bn3zmUnwj9x999FFERUXdVvEm77FZs2bqsW3atMGpU6dyvc57770HX19f9TySpbz++uto1EjfrWQg51feg2QhUtH1/fffZ/9MqrDkdaRKrHPnzup1GjZsiB07dmQfx4gRI9R5N1Ruvf322/m24Ml3QirFypUrp8K1Z5999o7VdCUWQE2dOlWlpPIHRA68SpUqqtzwoYceKlIyWRgSco0bNw5vvfWWGnAuH2jPnj1zneD8yMl45ZVX0L59e5RKga2lwFHfVnfTeMmkrdYWDd1rqtv7Yw4BOh2C3ILg5uCmVsk7GcuWssKQP6xT+tWHs70Ndl+Ixfi/Dpv7kIiIiIiIyoSsrCwkpSeZ5SKvbWpff/21quyRwEG8+eabqj0vZ0DSqVMn9Tu2MRIySGuVBBwGEtJotVrs2rUr38fs27cP6enpucIcCTUCAwOzQwtTklBl/vz52UGb+PXXX1GpUiUVTkkYInmCqcl7yRtYSYZgqvcon6GEWocOHVLthpI95Heu5Lx+9tlnakyRjCwaOXJk9s/mzZuH999/X+Uncl7kHPzwww+5Hi/7SPgm+0ng+MEHH2DSpEmYM2fOba8j2Ye0J9asWVMVBWVkZKjQS0Im6WAzVG7JfvmR7418L6WiTp5//fr1asSSqd0a4lQEkgBKqvjhhx/i3LlzapusgFccJVySxEm5myR3Ytq0aVi+fDlmzZqV/Qc2r8zMTFWO+M4772DLli0m77W1CM6egH99IOIIcGkrUH+g0V2bBHTEaal2cq0AJMdCW85bzYHaFLpJteGF+ISU6KFbqwBPZwxoXAnzdl3Gwr2heLRFIBoHepj7sIiIiIiISrXkjGS0nN/SLK+969FdcLYr/O+50gons5Xy/n6ak/xcgpiOHTuq6hcJCTZs2KCCAgMJJCpUqGD0dSIiIlT1TE4Scnh6eqqfGXuM/C6fdyaQn5+f0ccYI1U1ed9nXlK0IhVQ//zzDwYNGpQ9k0jCGvkf/N7e3ipHMDV5L/Ke7vU9GpMzSKpWrZoKbpo3b64qhnJ+JhIcyTkWkl306tVLzeCSaiapVpOuMkPOIUHT6tWrc1UdSRGOBFiGFsmqVavi+PHjmD59OoYPH569n4RK8txCMpB69erh7NmzKlx0c3NTn7VUahUk52JyEgpKddbTTz+dq+KqxAOonB90QSQcMgUpRZQ0cMKECbmSOUkzC0ov3333XfWHUU6oBFB3IolszlQ2Pj5eXet0OnWxVJoqbaGJOIKsi1uRVXeA0f2eqD8So+o/CY2NHdS70enQ0KdhdgA1rM4wlCZyzuT/VBTHuZvUqw4WHwhDYlomnpqzF7smdFbfSbKec0glg+fQuvH8WT+eQ+vHc2j9zHUO+Z0xL2mFylvJIhVJw4bl/p1L5gpJcCCVNLLAl7TQ5TR37lxYMgnOpEMprxo19LNzhQQt0kIn+YAEULK/zGFasmSJ+rmEU3lb9KyBZBRSvSUVUNevX8/+MydzsuvWrZu9n7RZGhjCxKioKBUuSjuetLnl1KJFC1V5JKRCTop9JNOQghwDqWySUCknY68jAVRhrV27VhUYnTx5UuUh8joSliUlJZm00KhIAZSkldJuJ/2pxVGKmFdMTIxKi/NLL+WDyc/WrVtVX2thp+ML+aAlKcwr55fJEtl7NYRk5JnnNuNGbGyRHlvdUZ8074/cj2vXrqlUtLSQc3bz5k31HS2OcGjKA9UwbvEZXEtMw4RFBzC+W1WTv0ZZV9znkIofz6F14/mzfjyH1o/n0PqZ6xzKa5Y2TrZOqhLJXK9dFDJDJzg4ONe20NDQfL8f27Ztg42NjapWKSqpaMk7lkZCA1kZz1i1i2yXIg/pEMpZBSWr4N2pQiYv+U7nfZ/G2vBkrpF8BjJvSlrvJFMoTvJe8q7sdzfvMT8SDEk7n1ykRU6GeUvwJPfls83Jzs4u+7bh921dIfMFQyXUjBkz1LypnOQ7Y6rXEdJC2Lt3bzzzzDOqakuq6CRXkfBL3pPZAig5oN9++w0XLlxQpWKS4srBWQr5y1YSVjlJUs5XWFJhJXOmDCTxk8FbHh4eRpeXtAhOPZG1QgPb62fhaZ8BuOQuwcxL/vFLuXkVTi7+aFW+FWx32SI2NRbJ9smo7FoZpYX8YZM/eHL+iuMf+/4tPPHnkVhsO3cNiw5GYVTHmgj24+qP1nQOqfjxHFo3nj/rx3No/XgOrZ+5zqG0YZU28jkWpQ3OGnz66aeqqEJWopPwQsIZQztWYUgFlQRJUo0jw8SFVM/I9y5vYGEg+0lYIcOxBw7Uj3CRShwJUOT5ioMMtpY5VfI7usyDKuwg8Hsh70XeY862Mhkcbor3KOdMCjg++uij7JXwZMZTUdWqVQt79uzJNXhe7ucsuqlYsSLOnz+vxgvdLWm5zNsCmpd8h+R7I+1+hr+r/vjjDxQH26KuRiczmWTKupTRSXAjvYaSjPXo0cPkVTQSIkm6V9j0UkrUJL3r06dP9jZD8id/Ecsfrvx6TB0cHNQlL/nwLfof/HJegF89IPIotFd2APWMt+EtObcEn2+ZhM434/DWgEVwrtwMdb3q4nD0YRyKOYRAt0CUJvJdLM7z9+PjzdBkyhqkZugwYs4+bHu9S7G8TllW3OeQih/PoXXj+bN+PIfWj+fQ+pnjHPL7YvkOHDigZv4sWrQIbdu2Vb9jv/jii2pekMwUEhJMyLBu6dbJj6yMJiu9SXuWzEmWwdjSzvbII4+o4EKEhYWha9euqp1P2rukdUt+d5fiCykkkZlTY8aMUcFMq1atiu39ShWUHJtUhw0YcOt3Vgmj/v777wJXxJOKLgnIDCv7GVaSM6xIl99nZfgsJVCRvEJWBpSQ6Mcff7zn9yLtcxLqyAwnmZEkLYXSRllUY8aMUedOwjkZFi6Lrx0+fDj7/Avp0nrhhRfUeZNzLWOD5H1Ip1bOApqCyDwnqaaSz1gWdJNqprwVTVLJJt8feU+SpUhlnnynikOR/3aSoEamqkuCKAOwZMCV9C4a3pgpyYmVlDbnF1ICJbmfX3opPY5HjhxR7XeGS9++fVUfrtw2JJSlStB/vcIXtxa4m4udC65pdDjg6ACc36C2NfZprK5lDhQVTTkHW3z4oH54e9iNZMzcfN7ch0RERERERBZO5upIJ5EM4jYUTowePVr9zirdPIZqFQldZNWygkgLmPwOLCHTAw88oOZI5QxZJFSQwEbm+Bh88cUXqt1KKqA6dOigQhwpMMlJfreXGUemIvmBFITItcyFyjlyx7ComTEyL0pGABmGbEvAJvdzBiR5PysJdKTaSj4LCV0k6JPV6urXr5+9z92uwCctdzKaaOHChWrek1RCTZ06tcjPM3ToUFXQI3PAmjRporrM5DuR8/OR4G7mzJmqOk4qySRUk9eWYeSFJZ+FBGWDBw9Wx/7JJ5/cto98RhKCyop88hnJ98pY8HmvNFn3MMzpypUr6sOQD0F6A6Uc7U6T8ItKkkCZ8C6T3iW1lRUCpBxMXkvK0u6UDMtJlNJE+cIVlrTgScooyaJFt+CJE0uBBcMAn9rAc8b7oq+nXEeHBR3U7S26inAfsQrrLq3DSxtfQrB7MP7u9zdKCwkpJSmXVL+4/w/Q4Ok7sOtCLPzLO2L1uA4o73ir/5as4xxS8eA5tG48f9aP59D68RxaP3OdQ8PvMrJKWc5V1awpoJFfxuWX7Jy/jFPJkLDKy8sL//77Lzp16mSS55QuJelEkhYzCVssgWQMUqEoWYal6N69uwoEf/nlF5TWP7NF/ptQyr5kDpR8ODVr1lQVR1I6J6mjqcMnIUmdJIpSoijDy6SSaeXKldmDyQuTDJdqgW3019EngYRoo7t5OHqgmou+AmxfzFEgJR4NfRuq++dunEN8mn7lPyqa2SNaIMjLGRHxKfhwRf6D8YmIiIiIiKzBhg0b1KBwU4RPUoEVERGBiRMnqhY/SwmfpAZn48aNd9U6Z8qg7/PPP8exY8dUcc1bb72lVqKTYKw0K9IMKGm1k/5JaWUbOXKkCqKKMuz7bhW0PKN8cQpiSYlmsc2B8q0HRB0DLm0D6vU3umuziq1x/vQV7HWwRdeLW+Fd+wEEuAbgys0rOBR1CO0rty/RQy8NnOxt8NHABnjkx534bfdl1KtYHsNaFe+qDkRERERERMVBWt0M7W73SmYJSWuhFK5IG5ylkMqnS5cumf0YVqxYoVadkwoiGUr+559/olu3bijNihRASZ+lDN2SwVgyrV8u+cnbQ0olMAdKAqiLWwoMoJr7N8cfp//AXimLO7ceqP0AGvs2VgGUzIFiAHV3WlXzwn31/LDyWCTe+ucYutf1g195lgsTEREREVHZJVVU9zDxp1RzcnJSFU9lTZFa8GTekiSYMhdJ+oqNXaiEVdXPdlKhUgGa+TdT16fs7RB3Tj/YvZFvI3V9MPpgcR9lqfZuv/qw0WqQmZWFoTONz+IiIiIiIiIiKouKVAFV6tvZrDmA0toCseeBa+cAr+r57ubt5I2eAV1QMeIE0ls/LJMRs1fCOxJ9BOm6dNhpOUT7bviWd8Qb99fGlOUncDYqAd9tOIvnOgeb+7CIiIiIiIiILAKX1CgNHMsDAa0KVQU1tctXGPfoang3HwVotajmXg2u9q5IyUzBqdhTJXO8pdST7auhtr+ruv356lMIu3FruVMiIiIiIiKisowBVGlR479hZWeL1keq1WjRyEffhidzoOje/PpUC9iqVjzgsZm7zX04RERERERERBaBAVRpEfxfAHVhM5CeUuCuSWmJ2HZ0PhK2fA5kZqhB5IIB1L3zdnHExF511e3zMYn4dv0Zcx8SERERERERkdkxgCot/OoDLv5AehJweUeBuw5dMRRP7/sQe3Z8AoTtQxO/Jmr7vsh9XKXABJ5oG4S6Fcqr23N3XEJccrq5D4mIiIiIiIjIrBhAlRYaza0qqDu04TX+L3Da4+ig9q3vXR/2WnvEpsTiYvzFkjjaUm/R060R5OWMqJupeG/ZcXMfDhEREREREVmgoKAgfPnll8Xy3LKQnLu7OywFA6jSJLir/vrsugJ3a+7fXF3vdXQETq+Eg40DGvg00G+L3Fv8x1kGODvYYurDDVUuuHBfKH7ffcnch0RERERERMXoiSeeQP/+/W/bvnHjRmg0Gty4ccOkrxcbG4uhQ4eifPnyKmR48sknkZCQUOBjUlJS8Nxzz8HLywsuLi4YOHAgIiMjTRZqyPtcvHgxTOWvv/5Cjx491PHKcx88eLBQj1u4cCFq164NR0dHhISEYMWKFUV+7U2bNqFLly7w9PSEs7MzatSogeHDhyMtLQ2mtGfPHowePbrAz/Dtt99Go0b62c3WjAFUaVK9M6DRAtEngLhQo7s182umrk/a2yEu6ggQF4Zm/vpteyMYQJlKsyBPPNo8UN2e8PdRnI28ae5DIiIiIiKiUkLCp2PHjmHNmjVYtmwZNm/enCvIyM/YsWOxdOlSFdBIwHL16lU8+OCDsFSJiYlo164dPv7440I/Zvv27RgyZIgK5A4cOKBCQbkcPXq00M9x/Phx3HfffWjWrJn6XI8cOYJvvvkG9vb2yMzMhCn5+PiogKssYABVmjh5AJWb37ENz8fZB0Hlg5Cl0eCAgyNwZlV2KCUVUJwDZTqv3VcL9jZayEf66Mxd0Ol05j4kIiIiIiIyo5EjR6JBgwZITU1V96WipnHjxnj88ccL/RwnTpzAypUrMXPmTLRs2VKFNBKQ/P777ypUyk9cXBx++uknfP7556qyp2nTpvj5559VYLNz506YmrzG888/n2tbdHS0CnHWrSu4a8fgsccew+TJk9Gt23/jZgrhq6++UuHRq6++ijp16mDKlClo0qQJvv3220I/x+rVq+Hv749PPvkE9evXR/Xq1dVzzpgxA05OTmqfa9euqaCrUqVKKkCSSqvffvst1/PcvHlTBYXlypVDhQoV8MUXX6BTp0546aWX8m3Bk9tiwIABqhJK7kvF2TvvvINDhw6pbXKRbULOpbyuPH9AQACeffbZO1bBmRMDqNKmkHOgDG14u5wcgFMrVQuerdYWUUlRCL1pvHqKisbN2R5TB+nbG2Ue1Pi/jpj7kIiIiIiIrFJSepLRS2pmaqH3TcnIvWq4sf2Ky9dff60qe15//XV1/80331TteTkDEgkppKXPmB07dqg2OKnQMZCQRqvVYteuXfk+Zt++fUhPT88V5kibWmBgoHo+U3vqqacwf/787KBN/PrrryqwkXBK2soMgYspyXvJG1j17NmzSO9Rwqfw8HBV/VRQO6OEeMuXL1fVVVJ9JoHZ7t27s/cZN24ctm3bhiVLlqhKtS1btmD//v0FtuMJCQbl9eX+4MGD8fLLL6NevXpqm1xkm5DzLd8nqYSbM2cO1q9fj9deew2WytbcB0DFEEBteB84twFITwHsHPPdrWWFllh4eiF2OjkCYXvhpLFFiHcIDkQdUFVQAeUDSvzQS6u+DSvhz31h2HQ6Ggv3huKhJpXRspqXuQ+LiIiIiMiqtJzf0ujP2ldqj++7fZ99v9MfnZCckZzvvtL98fN9P2ffv+/P+3A99fpt+x0ZXvT/eSytcDJbKae8LVvycwliOnbsCFdXV1X9smHDBjXLyUBCIamYMSYiIgK+vr65ttna2qp5RfIzY4+R6qO885v8/PyMPsYYqabK+z7zktY+qYD6559/MGjQILVNKnckWJMqHm9vb1VZZGryXuQ93ct7fPjhh7Fq1Sp1jiSMatWqFbp27aqq1AznSYK0V155JfsxY8aMUY/5448/0KJFC1X9JKGQhHDyWEOwVLFiRRTUjifkHMnrGshnLec35zaRt5Lqvffew9NPP43vv7/1Z8GSsAKqtKnYGChfCUhLAM5vMLpbqwqt8Hrz8Zja6i1g7HHAxg5N/Zqqn3EQuenNeLwZXB30ee+Tc/YgLYOteEREREREpU3nzp3VoOycF2mTy6t169YqvJD2MKlukRa6nObOnYsPP/wQlkqCs7zvM++AcBkALhVBs2bNUvel8kcqhQyVXRJOFbYVr6TZ2NiosCg0NFS14UnY9MEHH2RXIRmCRTl/0gInwZ+ERBJAXb58Wf38/PnzquJMwigDNzc31KpVy2THuXbtWhVuyfHJOZHPW1oDk5KKr4LvXrACqrSRZdfq9AF2TQNOLAVq3Z/vbm4Obhhad9ht/ydg5pGZ2Be5r4QOtuywt9XipyeaYdD0nUhIzcRTc/dg7kjj/weHiIiIiIhy2/Vo/q1lwkZrk+v+xkEbje6rlYWbclg5cCVMRWbxBAcH59omIUZeMhtWWrMk6Dh79myRX0cqYaKionJty8jIUCvj5a2SyfkYmTcl7X45q6BkFTxjjzFGWr/yvk9jbXiyept8BhLoSOtdlSpVUJzkveRd2e9u3qOQYEdCHblI2FSzZk1MmzZNzWT69NNP1bwpqWAzzGGSiiRTr5JnzMWLF9G7d28888wzeP/991UItnXrVjV8XY7BEgebswKqNKrTV399cjmQmV7ohzXybQQbjQ3CEsIQnqBPdcl0WlT1wuBmldXt7WdjcDQsztyHRERERERkNZztnI1eHGwcCr2vo23uMSXG9itOEl6cPHlSrUQnw8QlnCkKqaCSIEnmOhnI/B8JtmQoeX5kXpGdnV2uqqNTp06pih15vuIgwYzMqZLh3dKKJgPYi5u8l7yVVTJ/6V7fo4eHh2qLlPldQgLEfv36YdiwYWjYsCGqVauG06dPZ+8v9+XzNsx1MrQu5twnP/KYvG2b+a2+J+dezvdnn32mWgQlHDM2gN5SMIAqjQJbAc7eQMoN4OJWo7tJT/Sfp//EO38OQNa3zVAu+gzqetVVP2MbXvH48MEQ9KjjB+nAG7vgIFLSTbuEJxERERERWbYDBw6old2kNa9t27ZqJbMXX3xRtWwZyKyhCRMmGH0OWd1NVmUbNWqUGnotYYi0tD3yyCPZM4bCwsLUkHHDUGxp/5LqGBmMLTOnJMAYMWKECmYkwCguUgX10UcfqdXWZXU3Axm6bpiNZIxUdElr3/Hjx7MDM7mfc55T3s9KPksJ9SSYkZBPhp3v3bv3thX5CjJ9+nRVWSSr4Z07d04N+R4/fry67tOnj9qnRo0aKtiSVQRlVcL//e9/uSqvpCVu+PDhajU++byPHTumPn+pHpMZWMbILCcJ0OQ9Xr9+PXvbhQsX1HuPiYlRg92lAk1a/GT1Q/nu/PLLL6o6y5IxgCqNpPy0di/9bWnDM0IDDT7Y9QEWJZzFhbgLwOlVqg1PMIAqHvKXzUcPNYCPqwPORCVg8j9HzX1IRERERERUQmTlNKmYkTlIhiBDVk+T2VHS5mWocpGqJMOsIWPmzZunAiYJcR544AE1R+rHH3/M/rmEExLY5JwH9MUXX6i2rYEDB6JDhw6qLe2vv/7K9bwSdkhoYypDhgxRA7TlWuZCGUiQIuFOQWT1uMaNG6NXL/3vtxKwyf2cQUvez6pNmzaq2ko+C6lMWrRoERYvXoz69etn73OnFfhkblNCQoIa6C1zn2QY+c6dO9XzyG0xceJENGnSRK2wJ6sWymfZv3//XM8j4aIEfPKZd+vWTQWOEh7m/BzykuBMgq2AgAD1XoWcLwkc5Xsig8p/++039d7k+T/++GP13uT7YMlzw4QmS2JIyiU+Pl6lw5I25l0hwGqcXQv8OhBw8QPGnZTkI9/dRq0ehZ3hO/H6tVgMda6Gzb3fx3PrnkOgayCWP7gc1kjKECUplx5YCXws0fqTkRg5Wx/yje1eAy92rWnuQ7Io1nAOqWA8h9aN58/68RxaP55D62euc2j4XUZafXKuqmZNAY1UelStWrXAX9KpeEhY5eXlhX///VeFKqaaVSSr3UkrmgQ2lkAqk6QKSVblK0mJiYlqrpSETFINVRoU5c8s/zUrrYI6AA5uQEIkEKovuTS2Gp7Y6eQERBxGYzsPNZTv8s3LiEgs2lKcVHhdavuhjr+ruv3lmjM4fpXzoIiIiIiIyLykVUwGhZsifJIKLGkjk0ohafGzlPBJanA2btyohoqXRLulVCtJpdf+/fsxdOhQtV1mR5VFDKBKK1v7WyvgHV9idLfWFfWD2PY4O0PGlbueWYu6nvo5UHsibg1LI9P7fXQrONhqISWIj87YhQwZDEVERERERGQm0uq2fLlpOmFkLpUM7ZbKJ0uaTSSVT5cuXVItbiVh6tSpql2uW7duqgJqy5Yt8Pb2RlnEAKo0q9Pn1hwoI52WtT1rw83BDYnIwlEHe+DYYrSo0EL9bHeE8copunduzvb4YVhTdftGcjqenMu5W0REREREVDpIFZVUG8kcKlkNryySGU4y7F3mScXGxqrZTmX1sxAMoEqz6l0Au3JA3GUgNP9wQ9rtWvq3vNWGF34QLV2qqPu7wnepvzCo+HSp7YuHm1ZWtzedjsbvuy+b+5CIiIiIiIiITI4BVGlm73yrCurQbwW24cmKeDHe1YEmj6ORRx3Yam0RnhiO0ITQkjveMurjgSGo6KYf1vbm4qMIj0s29yERERERERERmRQDqNKu4SP666N/Ahmp+e5yX9B92DR4EyYN2wD0/QbOvnXQwLuB+hnnQBU/WRVl4TOtYavVIFOXhfeWHWflGRERERGVafzvYaLS92eVAVRpV7UD4FoBSLkBnFmd7y4u9i7wcPTItc0wB0ra8Kj4VXJ3xvxRLWGj1WD5kQgs3MvKMyIiIiIqe+zs7NR1UlKSuQ+FiAohLS1NXdvY2NxxX9vCPCFZMa0N0GAQsO0r4NDvt1ryjEjLSIV9+GG0gBOm/TeIXBJNWSmAileLql54uUdNfLLyFCb/cxQV3B3QvoavuQ+LiIiIiKjEyC+x7u7uiIqKUvednZ35uwiRhdLpdIiOjlZ/Tm1t7xwvMYAqCxo8og+gTq8CkmIBZ8/bdolMjMRrm1/D5dhTWHvmBBpUbgYHRwfEJMfgQvwFVHOrZpZDL2ue7lAda45H4sDlG3hy9j5sn9AZ3i76+VBERERERGWBv7+/ujaEUERk2SNlAgMDCxUUM4AqC/zqAv4NgIjD+llQLUbdtounkyfOXD+DmxmJOOroiIahe9GoeW/sijmM3eG7GUCVEK1Wg/cH1Efvr7ciLVOH/t9tx+ZXO6k/1EREREREZYH8IluhQgX4+voiPT3d3IdDRAWwt7cv9O+rDKDKioZD9AGUtOHlE0DZae3UanirL63Glgq10PDCIbRIB3b914b3SO3/hplTsatbwQ2TetfFO0uPI/R6Msb+cQhfPdLY3IdFRERERFTi7XiFmStDRNaBZRVlRchDgMYGCNsLxJzJd5cOlTuo6y1O+pavFlcOZ6+Ep8vSleDB0oi2VdG5lo+6/c/Bq/h7f5i5D4mIiIiIiIjorjGAKitcfIHgbvrb+2bnu0vbSm3V9fHkcEQ7lke9a5fhbOOAG6k3cPr66ZI8WgLw0/Bm8HF1ULdfWXQIV65xJRAiIiIiIiKyTgygypJmI/XXB+cB6cm3/djbyRv1vOqp21urtYQsgNpcU07d33F1R8keK6k+2r+ebQMbrQaZuiwM/nEHdLoscx8WERERERERUZExgCpLanQH3AKB5OvAscX57tK+cnt1vcVFHzy1Tryprrdf3V6CB0oGAR7O+HxQQ8iCAlfjUjB983lzHxIRERERERFRkTGAKku0NkDT4frbe3/Kd5dOlTuhU0AndK45EHhiOVo/vFBt3x+5HykZKSV5tPSffo0q4YMBIer2p6tOYse5a+Y+JCIiIiIiIqIiYQBV1jR5HNDaAaF7gHD9kPGc6nnXwzddvkGf4L5AUDtUda8GP2c/pOnSVAhF5vFI8wA82KQSpANv1Nw9OHD5urkPiYiIiIiIiKjQGECVxWHkdfoUWAWVk0ajQZsKLdVttuGZj5yH9/uHwNfVAQmpmRgyYyduJKWZ+7CIiIiIiIiICoUBVFnU/En99eGFQEp8vrtcTbiK+SfmI3P/L2i9T9+GtyOcg8jNycneBt8+2hgaACnpOvT+Zit0Op25D4uIiIiIiIjojhhAlUVV2gI+tYH0RODQ77f9OFOXiUHLBuHD3R/iQHosWsVFQ5OVhdPXTyMmOcYsh0x6Lap6YWKvOup26PVkjJq7z9yHRERERERERHRHDKDKIllSrflT+ts7vwd0mbl+bKO1QcfKHdXtdUiCh0sF1E5LV/d3XGUVlLk92b4a7q/vr26vOxmFb9efMfchERERERERERWIAVRZ1ehRwNEduH4BOLn8th93Deyqrtdd2YCspiPQJjlZ3WcAZRm+e7Qxgryc1e2pq09j65locx8SERERERERkVEMoMoq+3K3qqB2fHvbj9tUbAMnWyeEJ4bjeLU2aJ2qr5LaEboZWVlZJX20lIdWq8XSMe3gbG+j7o/74xASUjPMfVhERERERERE+WIAVZa1GA3Y2ANXdgGXd+X6kaOtI9pVaqdur4veh8bVH4CjToeYtDicucGWL0vg6miHhU+3hpuTLaJupmLcgoPQ6RgOEhERERERkeVhAFWWufoBDQbpb+/45rYfdwvspq7XXl4L+5ZPo1lKqrq/7eLakj1OMqpeRTfMHtEC9jZarD4eiY9WnjT3IRERERERERHdhgFUWdf6ef31iWVA7PlcP+pQuQPstHYITwhHpEdltAvopLZvjtxjjiMlIxoHeuDjh0LU7R83n8fYBQfNfUhEREREREREuTCAKut86wDB3QFkATu+y/UjF3sX/NDtB2wcvBF+5fzQoeNbavuBqAO4mXbTTAdM+RnQuDLaBXur238fCMP3G8+a+5CIiIiIiIiIsjGAIqDtC/rr/b8ANyNy/ahlhZYoZ1dO3Q5wDUBVt6rIzMrE9kvrzXGkVIC5I5sjwMNJ3f5k5SmsOpr7XBIRERERERGZCwMoAoLaAwEtgcxUYNvXRndLy0xDB/+W6vbmdeOBlPgSPEgqzMp4K15sD1dHW3X/2Xn7cfxqnLkPi4iIiIiIiIgBFAHQaIAOr+lv750FJETn+vG2sG14aMlD+GDXB2gf0EVt22qvhW7XdHMcLd1hZbxlY9rBzkaDzKwsDPxhB2ISUsx9WERERERERFTGMYAiveCuQMXGQEYysOPbXD+SQeSnrp/C6kurUd+nAcpp7RFrY4Nj+6YBqQlmO2TKXxWvcmplPA2A5PRM9Pt2OzJ1WeY+LCIiIiIiIirDGEDRrSqojuP1t/fMBJJis3/UzL8Z/Jz91ODxneE70aZye7V9izYd2P2juY6YCtA22BtT+tVTIVTYjWS8u/QYsrIYQhEREREREZF5WEUA9d133yEoKAiOjo5o2bIldu/ebXTfGTNmoH379vDw8FCXbt26Fbg/5VDzPsA/BEhLAHZ+n71Zq9HigaoPqNvLzi9D+8od1e3Nzo7Als9uG1xOlmFY6yB89UgjdXvOjkv4Zj1XxiMiIiIiIiLzsPgAasGCBRg3bhzeeust7N+/Hw0bNkTPnj0RFRWV7/4bN27EkCFDsGHDBuzYsQMBAQHo0aMHwsLCSvzYrXMW1Kv62zLfKUcVVK9qvdT1ptBNaOSrDzWOOTggJjMJWPuOeY6X7qhvo0p4q09ddfvzNacxZv5+cx8SERERERERlUEWH0B9/vnnGDVqFEaMGIG6deti2rRpcHZ2xqxZs/Ldf968eXj22WfRqFEj1K5dGzNnzoROp8O6detK/NitUu0+gF8IkBoPbPsqe3Mtz1qo4VED6bp07A7fjbpe+lBji5MTcG4dkHzdjAdNBRnRtioGNausbi89HI63lxwz9yERERERERFRGWPRAVRaWhr27dun2uhyLjUv96W6qTCSkpKQnp4OT0/PYjzSUkSrBbpMvFUFlaO9bkDwAHW94PQCdKjUQd3eGNwWeH4P4ORhnuOlQvnowRDU9HNRt2dvv4hv158x9yERERERERFRGWILCxYTE4PMzEz4+fnl2i73T548WajnGD9+PCpWrJgrxMorNTVVXQzi4+PVtVROyaXMCe4OTeXm0ITuQdbmT5F1/6dqc5+qfXAg8gAG1BgALwcvTDs8DdsSLiBBYwNnC/qc5JzJwO0yee4KsPS5tuj82SZcjUvB1NWn4VXODoObB8IS8RxaP55D68bzZ/14Dq0fz6H1M9c55HeGiCyVRQdQ9+qjjz7C77//ruZCyQBzYz788EO8887tc4yuX79eZv8Ct2v2ItxChwH75uBGncegK69v4Xoj5A11Lf+YVnSuiKtJV7Hq9Cp09O8Ah+MLkF6lI3QuFcx67HLObt68qY5RKubolt+H10OfHw8hLiUDE/4+BjtdGjrVsLzqQJ5D68dzaN14/qwfz6H14zm0fuY6h/KaRESWyKIDKG9vb9jY2CAyMjLXdrnv7+9f4GOnTp2qAqi1a9eiQYMGBe47YcIENeg8ZwWUDC+XVfTc3d1RJnn2QtahTtBc2AiPQ9OR1e+723bpHtQdc47Pwa7YXXgw4gg0275AVlB7ZA37G9DawJz/2Gs0GnX++B9suUnUtGZcB3SauglJaZl4bckZ/PG/VmgSaFktlDyH1o/n0Lrx/Fk/nkPrx3No/cx1Dm1tLfpXPCIqwyz6byd7e3s0bdpUDRDv37+/2mYYKP78888bfdwnn3yC999/H6tWrUKzZs3u+DoODg7qkpf8Q1Gm/8HvOhmYuRGaw79D0/YFwLeO2nw14SoWnFqQ/dlsDtuM9G6zYb97OjQXt0Cz8zug3UtmPXT5x77Mnz8jfMs74d8X26P755uRlqnDc/MOYMH/WiPIuxwsCc+h9eM5tG48f9aP59D68RxaP3OcQ35fiMhSWfzfTlKZNGPGDMyZMwcnTpzAM888g8TERLUqnnj88cdVBZPBxx9/jEmTJqlV8oKCghAREaEuCQkJZnwXVqpyU6BOHyBLB6x5K3vzzvCdmHV0FtZcXAMfRx8kpidiZ1oUcP/H+h3WTwGuHjDfcdMdVfEqh9VjO6C6TzlE3kzFkBk7celaorkPi4iIiIiIiEopiw+gBg8erNrpJk+ejEaNGuHgwYNYuXJl9mDyy5cvIzw8PHv/H374Qa2e99BDD6FChQrZF3kOugvd3gG0tsCZVcD5jWrTfUH3wdXOFaEJoajnXU9tW3tpLdD4MaBOX0CXASwaCSTFmvngqSBS8fTb6FYqhAqPS8H9X27BznPXzH1YREREREREVApZfAAlpN3u0qVLaqW6Xbt2oWXLltk/kwHjs2fPzr5/8eJFNegv7+Xtt98209FbOa/qQPOn9LdXT5QeSDjbOaNvcF+1KTo5Wl1vuLIBGVmZQJ+vABlYHnsemD8YSEsy59HTHfi6OuK3Ua1Q3tEWSemZGDpzF3ZfYAhFREREREREZTCAIjPr8Brg4AZEHAEO/642DaszDDYaGxy7dgwudi64kXoD+yL3Ac6ewLBFgKObvg0vbC/KAmlDPB93HkdjjmJX+C5sv7odJ2NPIjopGhlSEWbBfMs74vfRrWBno0FmVhaG/LgLey+yeo2IiIiIiIjKyBByshDlvIAOLwNrJgPrpgB1+6Oya2U8UPUBLD2/FOXtyyMhPUG14bWs0FI/rHzIAiAjBajaAaWNVNSdu3EOAeUD4GCjH14/78Q8fHPgm3z3l6BuStsp6FO9DyxV3Ypu+PvZtuj/3TZk6LIw+MedWDC6FZoFybp5RERERERERPeGFVBUOC3+B7gFAjevAtu/VpueCnkKGmhwNfGqur/60upb1T5VWgPVO996fMxZICMV1uxy/GV8vu9z9P67NwYsGYAdV3dk/6y2Z2242ruiQrkKqO5WHcHuwfB09IRWo0VmViaCygdl77s5dDPGrB+DVRdXITXTcj6T+pXc8NezbWCr1SBTl4VB03dg3YlIcx8WERERERERlQKsgKLCsXMEur8DLBoBbP0CaDgE1TyqoXe13nCxd8G/F/5FbEqsaj3rUDlP1dONK8DsBwDPasDgefqKKiuqdpJV/6TCSYKjLGSp7XZaO1y5eSV7v/aV2mP7kO23PT5Tl4nIpEj4OPtkb/vn7D/YeGWjukhINbzecAyuNRjl7MrB3BpUdlch1MAftiM9Mwuj5u7Fn8+0QeNAD3MfGhEREREREVkxVkBR4dUbAAS117fWrX5TbXq/3ft4o+UbKogSS88tvf1x8WFAegpweQcwsysQth/W4FryNQxdMRSj14zGptBNKnySoGlqx6nY8sgWPFb3sex9NRpNvs9ho7VBRZeKKrAyeLbRs6p6zM/ZT4V2X+z7Aj0W9cD0Q9ORnJEMSwihVr7UAeUcbKDLAobN3IXt52LMfVhERERERERkxRhAUeFJyHL/J4DGBjixFDi3ITt4Mcw3Wn95PeLT4nM/LrAV8ORqwD0QuH5BH0L9Ox5IybOfhfFw9FAthU62ThhSewiW9l+K77t9j55BPe+pWqm6e3W82ORF/DvwX7zX9j3Vnief2bcHv8Xo1aNV1ZW5Vfdxwc4JXdGmuhcS0zLxxM97sPhAmLkPi4iIiIiIiKwUAygqGr+6QItR+tv/vgZkpKmbWmhVUJOmS8Oai2tuf5xvbWDUBiBkEJClA3ZNA75rCRxZBEsh1Uczj8xEilR4yXvSaFWF14oHV6gqryC3W3OcTEGqovoF98PifovxUfuP4F/OH4/UfsRoNVVJc3W0w6wnmqNHXT+kZejw0oKDmPDnYXMfFhEREREREVkhBlBUdJ0mAM7eQMxpfZAEYMaRGdntYzLjKF/lvIGBM4DH/gY8quoHmkeduPXzzHRAp4M5bA3bigH/DMBX+7/Cj4d/zN5ew6MGvJ28i/W1pU2vV7VeWNJ/iVpZ0EBmRElLozkrohztbPD90Cao4eui7v+25wpGzdljtuMhIiIiIiIi68Qh5FR0Tu76geT/PAds/BCo2xfjmo3DhisbkK5Lx4HoA2pAd4BrQP6Pr94FeHYHsHcWULf/re1HFgKrJwFV2wOVWwAeVQD3KkD5ioCdE2DrqG8DFKk3gaRYIC0RSEvQX6SlLzUeSL4BTdW+ADz1+x5aABz/R195JUPE5bnsywH2rkhy9sBUxGLhxRVqV6lCauDTAOYgFWQ5509N3jYZ11OvqyBqcuvJcHNwM8tx2dpo8e8L7dHv+204djUea05E4b4vN2Pxs23gaM+/QoiIiIiIiOjO+Nsj3Z1GQ4GDvwGXtgLLX0aloYswov6I7OqhxWcXY0zjMcYfLyFQ6+dyb7u4DUiKAY79rb/kNWY/4FVdf3vdFGD3dKNlfZqhrWX4lH5DzCng1PLb9jtqb4/Xfb1wyU4/IHxYnWEY4xAA520zgEr79UGZfwNAW/KFghI2Das7DD8c/AGrL63GsWvH8EWnL1DHqw7MwdZWi6XPt8WTc/Ziw6lonIy4iTYfb8DyMe1Qwf1WcEZERERERESUH02WJUw8tjDx8fFwc3PD9evX4e7ubu7DsVwxZ4Ef2gCZqcDAn5BU+wF0X9RdDdR2s3fD5kc2qzlKhSbzpML2ARc2AVHHgeuXgBuXgOTr+p+PPQ64VdLfXvcusOO7/yqZXPQXx/KAQ3lkOZbH9cZj4B4UAq2ER/KcEUcAw7GkJ2PZtUOYFL0VGciCr5MP3m//AVpVaAUseQHYP+fWMZXzBYK7AfUHAtU6ATYlm9keizmGVza9gtCEUNhr7TGx1UQMqDEA5vThihOYvvm8um1vq8WfT7dGSGXT/jnR6XSIjY2Fp6en/hyS1eE5tG48f9aP59D68RxaP3OdQ8PvMnFxcShfvnyJvS4R0Z0wgMoHA6gi2PQpsOE9/Uyo5/fgr9CNeGvHW+pHk1tNxsO1Hr7315BgSgaDS8hk+MdbvrZGhnUX5h/7sIQwPLTkIbSt1BaTWk261d529YC+EuvSNuD8JiA98daDXPyAZ3cCzv+19pWQuNQ4vLn1TWwK3aTuD6o5SA1Fl9lR5vLnvit4ddFh6LIAr3L2mDm8GRoHepjs+fkf3daP59C68fxZP55D68dzaP0YQBER5cZ/zejetH0R8Kmtb51b9aaqzpE5SmL64fxb5IrM1l5f3ZTzH+4irhQnOevRmKPZ9yu5VMKivovwaYdPc89WqtgYaPM8MOQ3YPwF4PElQPNRgJMnUL5S7vAp9rw+CCtmcnxfd/kazzd6Hhpo1EqDRaosKwYDmwbgz2faoKafK64lpuGRH3di2aGrZj0mIiIiIiIislwMoOjew6E+X0siBByaD82pf/FZx89UUBKZFInT10+b+whVS+Brm1/DkOVDsC1sW64QSlNQkGXrAFTrCPSaCrx8Cnh49q2fyQD0H9oCM7sC59YXexAlgdP/Gv4Ps3rOUpVlBR53CZGKp7+ebYMutX2RmqHD878dwEM/bEdahnlWMiQiIiIiIiLLxQCK7l1gS6DNfwPHl76ABs4V0b1Kd3X3l+O/mPXQ9kXuU612Ky+uhI3GBpfiL9190Car8hlc3a8PnWS+1C8DgNm9gcu7UNya+TeDnY1+aHqmLhNvb38bR6KPwFxcHGwx4/FmeKC+vupt76XraP7+WpyNvGm2YyIiIiIiIiLLwxlQ+eAMqLuQngLM6KwfHl67Nw52eRWP/fsYbDW2ag7UE/WeQEWXiiXWbx8VE4U/Qv/AT0d/gi5LBz9nP/St3hcZWRlIy0xDhi4DmVmZ8HT0RKBrIALLByLYPRiu9q6Ff6GEKGDL58Den4DMNP22+g8B3d+9NSy9GM06Ogtf7PsCTrZOaoU8mWdlTpP/OYq5O/QBn1YDTOlfH0Nb5gjtioBzL6wfz6F14/mzfjyH1o/n0PpxBhQRUW4MoPLBAOouhR8GZnQBdOlA/2kYGrYMh2MOqx9JyDP7vtnwcfYp9sO4FHcJY9ePxZn4M0V6nFRINfJthPaV2qNTQCdUd69euAfGhQIbPwIO/CrTptRKfHjpMOBkuqHc+UlKT8LYjWOx/ep2FfRNaTcFvav1hjmtPR6BZ+btR3qm/q+VnvX88MPQJkX+jy7+R7f14zm0bjx/1o/n0PrxHFo/BlBERLkxgMoHA6h7sOUzYN27gL0rVvZ5H6/un6rmF0kVklQYyQwjD8fiC2b2RuzFR7s/wqnrp3Jtl0qnGh41UN2tOsrZlYOt1lbNUYpOisblm5dVa15EYkSuxzT1a4pHaz+KLoFd1P53dPUg8O94wD9EPzeqBKRnpmPitolYcWGFuv9Ks1cwvN5wmFNkfAr6f7cN4XEp6n6glzNWvNBetesVFv+j2/rxHFo3nj/rx3No/XgOrR8DKCKi3BhA5YMB1D3IzADm9AEub0eGXz308nHB1cRwFfokpieijmcd/Nj9R7g7mvZz3XhlI34++jP2R+3P3lbXsy76VO+DblW6Za/MV5DQm6HYGrYVm0M3q6oiadET0r4nA8AHBA+4cxAlf5wyUgE7R/39mLPAgV+ATq8Ddk4oDhLufbrnU/x6QiqwgBH1RmBs07FmHVQu/8EllVCrjkWq+0Fezvh8cCM0CSxc+Mj/6LZ+PIfWjefP+vEcWj+eQ+vHAIqIKDcGUPlgAHWP4sOB6e2BxGgsr9cDryedhL3WHk52TohLjVNh0MftP0YTvyb3/FJHo4/i5U0v42riVXXfTmuHftX7oX+l/ggJCLnrf+wjEyPxx+k/sOj0IsSmxKpt1dyqqWCnY+WOhQt35I/Wz/cDl3cAntWBft8BVVrf1fHc+aWy8POxn9VMKAcbByzssxBV3arC3NYcj8Bb/xzD1bgUNRdqUNPKmNy3HpztCw7y+B/d1o/n0Lrx/Fk/nkPrx3No/RhAERHlxgAqHwygTOD8RmBuf2QhC0/Ub4P9iaFoXaG1Coqk3a1iuYpYNmBZ9opuRRWVFIU3tryBXRG3Vp5r6tsUH3f4GD5OPib7x14Glv9x6g9MOzxNhWeiXaV2eKv1W4WqqsLJ5cCycUCCtPdpgBajga6TAQcXFIfFZxfD3cFdzbCyFHHJ6Xh7yTH8fSBM3Xeys8G3jzZG1zp+Rh/D/+i2fjyH1o3nz/rxHFo/nkPrxwCKiCg3BlD5YABlIps+BTa8h1NOLhjk7wUdsvBNl2+w5tIa9A/uj+b+zdVu0ponc6JkNbeCyFf1SMwR/Hj4R9UmJ+GWKGdbDhNaTkC/4H7F9o99fFo8fjryE345/gvSdemqpVDmLQ2sMfDO1VDJ14HVE/8bUg7Aoyrw4I9AQAsUt/M3zsPb2Rvl7c3/Hx+frT6Fb9ef/e+sAffV88O3Q5rA1vb2c8T/6LZ+PIfWjefP+vEcWj+eQ+vHAIqIKDcGUPlgAGUiOh3w22DgzGp86FcR851tVRvbor6LVKucwbRD09T8os4BnVHLoxZqedaCl6OXCqYk7DG06qVmpKLt722Rmpmq7ktoNajmIExoMSHXP+rF+Y+9BDqTtk/C4Wj96n5tKrbBB+0+gJeT150ffHYdsOQFID4U0GiBYX8B1TujuFyJv4LH/n0M3k7emNZ9mro2t6NhcXjsp124npSu7rs52WHasCZoXT33sfE/uq0fz6F14/mzfjyH1o/n0PoxgCIiyo3/mlHxkX9oB/4E+NbDc9Hh8MzS4HzceXy8+2NVzWSwLWybam+T9rGP93yMkatGot8//fDoikcxZv0YtY88TrYbwqfGvo2x9qG1eLPVmyX6D3o192qYe99cvNrsVTjaOKph5Q8vfRh7Ivbc+cHBXYFntgEhg/Qr5VVpW6zHmpSRpK5lRcDh/w5HWIK+Bc6c6ldyw76J3dC7QYXs9rwhM3bh8Z92ITVDP/SdiIiIiIiISh9WQOWDFVAmFhcKzOiK1bo4vOLno1qwhtUZhteav6ba1zJ1mdh2dZuqKjp9/bS63Ey7qdrcXO1d0bd6X3y9/2uk6dLgYuuC11u+rrYZa30rqf/bdPb6WTUAXcIxqcZ6vtHzeDLkSXX7jlJvAg6u+tuZ6cCxxUDIQ4CJV667HH8Zo9eMVuGTr5OvqoSq4VEDlmDLmWg8P/+ACqFEdZ9yeH9ACFpV8+L/9S0FeA6tG8+f9eM5tH48h9aPFVBERLkxgMoHA6hicPUA8PMD+MtBg7d89O1qI+qPwNgmY/MNkuRruSVsC7498C1OxJ5Q29pWbIu327x9x+HfJfmPfVJ6Et7f9T6WnFui7nev0h3vtX0PznbOhX+S9e8Bmz8FqnfVr5RXXl8dZCoysP1/a/6HszfOqllQ33X9Do18G8ESyLmasvwElhwMw7VEfRDVo64fXuleA5526fyPbivGX5ysG8+f9eM5tH48h9aPARQRUW4MoPLBAKqYnF4N/P4o/ijngCnenmpTqwqt1PDwLgFd4GjrqCp1Tlw7oWZCHYg6oPYp0sBvM/1j/+fpP/HerveQoctAHc86+KrzV6jgUsggafcM/ZDyjBTAyQPo8xVQVz9Q3VSkxfG5dc/hUPQh1To4vfv07NlaliAuKR2frDqJebsuq/tylrvW9MSXjzaFi6O9uQ+P7gJ/cbJuPH/Wj+fQ+vEcWj8GUEREuTGAygcDqGJ0cjnwx3DMc3HAx16e2SuiyQp40romg8cNHGwcMKT2EIysPxIejh4W/4/9/sj9GLtxLGJTYuHp6Invu36Pet71CvfgqJPAX6OACP1wczR8FLj/Y8CxvEmrtV7Z9AqupVzDzz1/LlqVVglZeyISz83bj9QMnbpvq9XgibZBeOP+2vyPbyvDX5ysG8+f9eM5tH48h9aPARQRUW4MoPLBAKqYnVgGLByOS1pgeVBjLHOyw5WEUPUjWR0v2D0Yzfyb4Yl6T8DX2deq/oPtasJVNThd5lhJqPZlpy/RplKbwj04Iw3Y+CGw7UsgSwe4BQKDZgOVmprs+KRCKyEtAe6O+u+1/PHXZelgo7WBpUhJy8DLCw9hxZGI7IDS2d4Gr/ashRFtq5r56Kiw+IuTdeP5s348h9aP59D6MYAiIsqNAVQ+GECVgBNLgUUjgcw0ZFVsjNP3fwCtiw+C3IJUCGXN/8EmVVwvbXgJO8N3wlZjiyntpqB3td6Ff4JLO4C//wckRgNPbwW8qhfbsU4/NB3Hrh3DR+0/sqiKKDmHpy5H4K2VF7H74vXs7U0C3PHRQw1Q0++/Ae5kscz955DuDc+f9eM5tH48h9aPARQRUW7814zMo04f4PF/ACdPaK4eQK1Fo1EjNfWewydLIDOrpP3u/qr3IyMrAxO2TMCcY3MK/wRVWuuDp0f/yB0+3dDPRzKViMQIzDgyAxuubMCTq55ETHIMLImPiz1+H90KK15shxq+Lmrb/is30PPLzfjfL3ux6VSUuQ+RiIiIiIiICokBFJlPlTbAU2sBr2Ag7gows6t+IHcpKMqzs7FTVUXD6gxT96funYpP93yq2t0KRWY/VW1/6/7FrcBXjYCVbwBpt+Zk3QtZTXBGjxlwd3DH0WtHMWzFMJyKPQVLU7eCG9aM64jVYzvg/vr+6uux6lgkhv+8Bw3fWY3pm86p/8P4//bOA06K+vz/n+3lem9w9N4FqQpEEVGkWBIsiQSNxhpbjOVnwZj80RiNRo0lMaIGsfeOoqCAKE16L3cHx/W+d1vn/3q+e7u3C3twIMfdwufNa5j23ZnZeWZmdz/3eZ4vIYQQQgghhJD2C1PwIsAUvOOMo9xfgHv7l/757hOAaf8C4jKi3rIut5e4nx5d+aian9x1Mh4c/aASqI6Ir/4MfOvfhqoNJQXKe597TI5xT/UeXPfldciryVM95M0ePVsdZ1tyqBhuK6rB/R9swNIdZcFlUiPqNyM74baJvWA2tk7MpX6W1PiSnhrFLZYVk6VqlQn1nnr85fu/KAefFM+XId4Sj1RbKtJsaegQ1wGd4jvhZKI93YfkyGH8oh/GMPphDKMfpuARQkg4FKAiQAGqDZDL8IfngQX3AZ4GwJoAjLsTOPV3gNEc9V/YPtzxIe5bcp9KyRuTPQaPjX/syGsubVsAfHSL3y0m9JwETHoISP75hbmrnFW4Y/EdWLJviZqf1X8Wbh16K9qKlsRwxe5y3PPeemzeXxNcZtDrMLpbCu6b0hc90n9enagaVw3e3PomNpRuwPbK7UqgExEqwNRuU/HX0/4aFKCGzxve7LZOyzkNz0x4Jjg/b9M8dE3oiv6p/RFnPjHrWbXH+5C0HMYv+mEMox/GMPqhAEUIIeFQgIoABag2pHgz8O7VQOFP/vnkbsBZfwZ6TwZ0uqj+wrZk7xLc8s0tSqwYnDYYT535FBIsCUe2EUm/W/x3YOmTgM8NGMzAGfcCY/7ws4/P6/Pi6TVPq7pQfxnzF0zrPg1txZHEcGtRDe5+Zx1W7qkI9ppn0AGT+mfh0hG5GNU1BXr9oa8dicmP+3+EDjqc3sGf+uhwOzBq/qiwtElxNuXE5iDNnobR2aNxRf8r/Mer+TB3w1wlUDm9Tjg9TlQ6K5VTqqS+BOM7jseNQ25UbcsbyjHu9XFqWvbXJ6UPRmaNxKjsUTgl/RSYJaYnAO31PiQtg/GLfhjD6IcxjH4oQBFCSDgUoCJAAaqN8XmB1f8DFv4FqGssNJ3aCxh5LTBwBmC2R+0XtjXFa3DdV9cpd03PpJ547qznVJrWEVOyFfj0T8DOr4ELXwAGXHTMjlHqQPVK7tW0K0eJOkZdCwXAY8HRxLDS4cLDn27Gws3FKKpxBpfHW40YnJuI68d3x4iuKWFF2BfmLcTivYvxY+GPcPlcGJg6EPMmzwu2efiHh9V7753cW/XQKGl3et3Pu6Ykhe/xlY9jXek6NX1gAfvrBl2Hy/tdjminPd+H5PAwftEPYxj9MIbRDwUoQggJhwJUBChAtROcNcB3/wCWPw+4GtOsbElA32lA3+lA59MBgzHqvrBtrdiK3y/4vXLH5Mbl4vmJzytXzREjt+6epUDuKCDwPle9AtSXA8OuBCz+nuN+DhUNFbjwgwsxIHUA7h5xNzJiDq7L5fa6UeWqQp27TokzBp0BRr0RSZakI691dYxiuKmwGq8uz8PbqwrgcHnDakV177YWxvhV2Fa9Iew1Ii5Jqty9I+89bmJbsaMYywuX4/vC77Fs3zLllvp/p/0/TOk2Ra2Xa2RT2SbljpJzGk209/uQHBrGL/phDKMfxjD6oQBFCCHhUICKAAWodkZDNbBmHrD8WaBid9NyWzLQdby/Nz0Z0vooISYavrDlV+fjqgVXKQdMui1diVDdErv9vI2664EnBgG1Rf5zM2wWMOwKIKHDUW/yyz1f4vZFt6vaVXajHRM7T0SKNQW7q3djV9UuFNYVqvS15pAe9sRBJEJb96Tu6JHUA/2S+6mi3IcSeY5VDEtqGvDAJ8vx7eYGVNX76zdZc/4HU/x6aJoOKcaemNbzLEztcaY6/8fT5XUgksYn9abEaRWoC/XCuhfw+KrH1Tmc3GWyEqZC3WntmWi4D+UYaxo8KK1zoazWiUS7GS6PDy6vDztLalFU7US9y4sGjxdOty849mkaBndMhFGvg08DdpbWoaiqXqWAyieqrBdkvcmoxym5SYizGmHQ61Fc3YDSOidMej0sRj2sZgPiLUbEWk1IsJnQJTVGjW1mg1rfVtdkNMSPHBrGMPphDKMfClCEEBIOBagIUIBqx6l5uxYBGz8ANn0IOErD1xttQGoPaGm94IjJhS13MPTpfYCkLhGdUm2NuF/ECSUFrqUW1LMTnlVFqY8arxtY+wbw7d+B8p3+ZTqDv7e8U2b6xbojcCQ1eBqwdN9SvLf9PVW/SlLUmkNqGUlRdRFRZHD73GG1kw4k3Z6OoRlDMSJzBMZ1HHdQGuLP/cIm53bBngX4YvcXWF28Gu9Pfx/1jmQ8tXA7Fuctg1O/D56aAdA8/i9lXVNjMLRTEnKSbLh8ZGckx7Z+HSaX16VEvILaAhTUFKge9qQ+lBSEl/pRUktK5qud1fCh6VyKECgilaQLZsVmoUOsv4e9jnEdj7ywfZR/6W5we5FXVoe8cgf2VzVgf7VTCUnldS5U1rtR6/SgZ0YcquvdqHN5sK2oFtUNbnh9mhKOogVdY4F9o0EHs0EPq8mgBKpTOyWrazbeZoLD5UFtgwfZiTZ0TLajS4odHZPsMB5lr5D84Rv9MIbRD2MY/VCAIoSQcChARYACVBTg9QAFPwC7lwB7lgD5PwDuusht9SZ/T3EpPYDU7o3jHv5xTFNNoLagsqFS1YSSekAiLEjveGNyxvz8c7P1U2D5c8Dub5uWj74RmPiXQ7/U51U94UmvfYsKFoW5m0RkEjdGQFgalDoID572IJKtycqxE1obSdqIcCIpZVJDamfVTiW0SfrhpvJNYb3JyXYHpA3AGR3PwDldzkF2bPZRfWGTdDURnT7f/TlWFa2CFixJDvx59J9xfo/zg/Or8yrw9NfbUVrjwrp9VUqQCCXRbsKAnASM75mGaUOykRprxc9Bzoe8/5VFK7GuZB02V2zGrspdyll2LJFUTqlXJUO/lH4YlD4I8ea2+eJ5NDEUEaWs1oUVe8qxvbgOhZX1KKl1orTWqRxsdU63ciAl2E2oqnejwd28yHk0JNiMStwxG/VKzJH0TSlgb9DplACkRCC9DlLTfmCHROVuEnEov6IepTVO1U+CzAc8S95GN1SvjDj1Wo9PQ36FAyU1TrVcPn3l2vMLYv552b77GKpjckzituqVGYvc5Bgkx5jh9vqUEJceZ0XHJBu6p8eiT1Y80uObrnP+8I1+GMPohzGMfihAEUJIOBSgIkABKgoR0aVyD1CyGb7iTXDtXQdL9W7oSrcCbkfzr4vNALIGA9mDgZyhQO5IwHqEPdP9TKS3tZu+vknVATLqjLh/9P2Y3n36sdl48SZgxYvAhneAi+cDHU/1L9+xEPjhP0DXcUCHYSiOy8Tbuz7AO9veUcW5A2TGZGJC7gRVG2lQ2iA0eBvw7E/P4u2tb6te8maPnh1sK4+SlqQLiai1tmQtVhStwJKCb7GuLLwW06n2DjjPlotTB9yEnI69/V/YtnzmF9PEBac3AJY4/2COVePVCamYufCGMNFJjvfszmfjrE5nqffRHPJDfOn2Mvx78U6sya+EN8Ij0WrSY3L/LIztlaZSr8RZcrie9cSF9d3e77C4YLHqYa/aVX1QGxGHJD1RUhJFeBMnmKQtiiPOZrSpuk9SU0sELDn3ZfVlapviTJMaW5KOJ+6pvJo85Zo6EBH3JPVReteTGA7PHH7cXFLypbuktAw6ayzKHW78sEtEpVoUVTUoUanC4UZNg1uJPJL2ZjLoUe9uqtd1NA4h2YbFpIfNZECsxajS3s7sk46UGAtirUbljBKxJ8luRpLdhJRYC1JizGosolN7weOVdD8fSqqdKK5pQKXDrdL2RIgTgU7mK+td6JYWq86dpBFuKapGfnm9mheh62gxGXTonRGPrukxiDdpsNuscHk1lRrYMz0OvbPiVKoiaf9QvIh+GMPohwIUIYSEQwEqAhSgTqAPe1lQXQCUbgPKdgBl2xqntwNV+Qe/WFw8mQP8Bc57TPQX+Da2/o8tKeR979J78fHOj9X8DYNvwNUDrz529V9EoBPhJrC9T24HfngeO01GzE2Ix4exMfA0rkvQmzGl61Sc2/MClRKoE7eSpPKFfHHaU71H9dgWSJ3bULYB9y65F1Ozx2JSfC9k6oxAfQXgKAMc5f7C6DI97WnAHOPfyEe3ACv+iyKDAd/Ybfg8xo4fbU0OjFiDHdN7XoBLe1+Kjt8/Byx9Em6ps261qPZZHi8ur/YXp3devQinf321qjE1ETGYuG0ZsuI7AgkdgcSOQHI3ILM/kNoTMFoOee18vaUEb/yYj7V7q1BU3RAxVUtcKiJYZMRb0D09DkNzkzC2Vypi7VVYkLcAX+z5AhvLNoa9RgQlEcVEDOqT0ke5lDLsGUcVY3lsOzwOFYNAz4UXfXgREswJatuyfFvFNiVMhWLSmzAsYxhO73C6EqQ6x3c+ov3LfutcXpXmVlrrwrIdpdhRUqdqbZXVuZQrSZxD4kzy+HzK0XOkHzBS90iEJBGKpGi8iEhJMWakxpiREW9FdpINY7qlKiePpJ7Fmg0wGPjD7EAkDrvL6rCnzKFcVyK0SUpiRZ0Lq/MqsbW4Rol/ksboFqvWEaBrjJPUrRrTLRn9chJU6p+IfqmxFvTOiDvq1D9y7KB4Ef0whtEPBShCCAmHAlQEKECdJB/2rjpg/3qg8Cdg32og//um2kkBpBh09zOAfhcAPScBJmvrHbfmwxOrnsB/1/9XzZ/X9TzcP+p+WI3Hfp+btn2MZ9c8jYWOJhFuSEMDZlTXYoLDAcutW4C4RtfQp3f4C8AbLP73L2KUyAqSiid1p27diHtWPor3d7wftq0x9Q0YVu/EAKcTQQnvprVAUif/9IL7gCVP+LdnT1aF0/fZE/CxGXhXq0S+ryG4vc7WNFg8Luzx1qJB87tkuulseM/Yxd9b4oUvoMpiV84hfHwb8ON/Ir9x6UnuqoVA1iD/fG0xYDADtubvc0nXW7CxSLlzVu2pwKbCGlWkummbDTDFr4EpcQUMtoKQV+qQYemOXOtQ9E86FSNyBqFHegJSY83H/EvoovxFmL1stkpDFMQ1Na7DOEzqMkmlRooD69uCb7Gvbl/Y67JicjAo6TScnj0BKaZuqK734PudZaqmUrnD77QRd40U4hZnTSR32OEQfUscR3LNeLyaEimkyLYISJLylZVgRYckO0Z0TUJmvE2JTm1ZDP5kRYqjb95fjW3FdYhXbjEn9hRXYf3+euwqrVPX/5E4q8SRJrEUp5kIhxJjcaP1zoxTYpXd3P7q8p1oULyIfhjD6IcCFCGEhEMBKgIUoE7iD/vqfcCepf4UtW1fAHUlTess8UDfqcCAXwGdT/M7ilqB1za/hod+eAhezYs+yX3w+C8eV+lZxwJxyvxrzb+wMH9hMEXrjNwz8NuOZ2Gw0+13hkkq45R/Nrml3pzlT+FrjpvXo8oWr2ovfbr6OaxsKIYWoh9YoMc3OecjVtIdB87AssotKl0sRtPBpDfCZTCiwetUqYji6rmsz2XweD34bMtn+PPqPx/Uy57Uyjoz90yc2elMVTfqILGitsQvJIrDrTLPP0gqZtF6oKEKuKvAn74nfHonsPwZIK030HE40GE40HEEkNI9zPF1YHrU4q0leH/zEqys+AxVuhWA3t3oENLB6+gGT/UAeGr6QvM27ucADDrAbDQgxmLE8C5J6sd4jNmA3WUOtX1ZLqlkRr0MOpXuZzXqMbRzsqo/JO6gjfuqUeFwKVFHhAEpal7oXoH9WAiHfmtwX1ZkwFTyO1TXJMJj2A/YNkNn3wJDzC7odE0pbz5XMtzVA+GpHgifMyukktHByLFK2prUEhL3jAgWSTEmpMZYkJFgRU6iDTmJVnSN16F7h3SYTRQbToTnqCzbW9GAjYXV2LS/GjtL6pQLsLjGiX2V9UqcFZdVSxBxSr59xNuMSIu1oEOSDd3S49AnMw6DcxOVYEV+HhQvoh/GMPqhAEUIIeFQgIoABajo5ph92Pt8fmfUpg+AdW/5U/kCxGUDAy4EBl0CZPTDsUYcK7d9cxsqnBWq1s+DYx5UvcUdLVL8+5k1z+DLvC+DwpMU/P79oN+ja0LXQ7/Y3eB3i0ktLXe93/mkqi3r/b3qxXcI62VQakh9nf81Vuxfoeo8ibPr24ubiqFLz39SwygSVoMVP1z2g0r1khg+vOFhrClZA7PejMK6QtW7niB1ki7ufTEu7nUxUmwtLCQvj7qaQiA+RMx7/df+HhUPOpBEfz2wC18ALLHBxdIrnRRol1pZUlg9QLeEbpjceTqyjKNQWmVW4lJBhQMFFfVYtLUYtQ3eo3IPHS16cxFMSd/DlLAKmmZC3bY7JXFQrdMZaqB5YwGdC8bYbTDGrYUpbjOgb+rlUO9JR6xnGHJMY9AprhOyEqVYtR2dU2LQNyseMVbjSfHDqdZVq2p4yX0ovRNWNFSgylWlxD4p2C+pjL/q9SvVVtbftug2xJpiVQqkDIFpGUt66CkZpyBaONr4Nbg82LS/Bhv2VmFrca1KA5QeCqV2lbje9lc3KFddSwSqTikxSswU0VWKtEsdqj6Z8RiUm6h6+YvW6+p4cSLcgyc7jGH0QwGKEELCoQAVAQpQ0U2rfNiLGJW3FFj7BrDxPb+TJkD2EGDIb4ABFx3TAuaFtYWqOLn0Giec0/kc3DH8jpYLLlKbqXQDXlj/guodLiA8Teo8CdcMugZdEw8jPB0D5PFS5CgKKwL+2MrH1HHVumvVD3kRncwGM2wmm6qJ9H8j/k8VY5cYJiYlwtgobokY8N729/C/Tf/D3tq9apkIU1O7T8XlfS9Hl4QuR3eQ4piSHhXzG4d9qwBPg19kvHUjfNCwvHA53l7yV3zlyIcHvmBNJylyfmGPC1Vtp5akjZXWNmBHcR32lDuwt8KBynoPuqXFoM7pVT3ALdtRplxN9W4fvF6f2pOvsYc0vU6Hnhlxatpo0KnaPqqXNumhTSeGLSnCrVO9uMkgPfiZTG7UoxCas6NyK8VYdHiz6Hp1zsfnTMIve01D77Rc5TJbvHcxvtj9hRJcnF5n8JgHpg3E1K5TVTqfSnE8QX44SQ+UWyq2qHpmUsi9oLZAjUWYndV/lmqTX5OPc985t9ltzOg1A/eMvCcoTo57vXmRWFJq55w+R02LkDr9velIt6erngvl2u2W2E2JwTJvaCV35ZHQmvGTwv8/7irHqrxK7CypVWKtuKgkBVRqUrX0S4nZoFN1qMb3SkOP9DjlorKZDchOsKqC6Sd7Har2fg+Sw8MYRj8UoAghJBwKUBGgABXdtPqHvccJbFsArH3N3ztboysHRhvQdxow5Nf+FL1jUMemwdOgUuZe2viSchKJAHDVgKswpdsUJFuTI75Gftwuzl+Mlze+jFXFq4LC08TOE3HNwGtUr2jRHEOPz4Ov8r7C3PVzsb5sfXD5+I7jcUnvSzAya6Sqe3TUeFzA/nUortyB93yVyu0UELyEvk4nLqxtwLkJvRDb6TSg02h/2p61/X/BkxTMX3/ya9WjXoBTM0/FlK5TVG+BseZY1LnrlINNCuKLU02uO0F65JO6UtJWnD8iGkbDDyf5iBOBLdD7n4hMsz6fFdbbYyhTu03FX0/7q5qWc/GHhX9Q9504EWUs7jupyyZ1tkQ0Gpw+WLUVMVWKz0sqqYir8loZRDitcdVgTM6YoFtKrqdJb0+KuH8RVcXdd/uptwePX1JWk6xJOJ60ZfxEqK2oc6Ogsl65CL/aVIStRbWodLiUQNXSUlSSvio1x8R5JbXGOqfGYFK/THRLj1V1qaRO1YlMe7kHydHDGEY/FKAIISQcClARoAAV3RzXD/u6UmDt68CqV4ASv1NJkdTFL0QNvjQ85esokV7mZi+djc3lm9W8OITGdhiLkdkjlZtF3DhSgHpZ4TKV+ia1lALtAo4OSQE6kWIojy4R2F7a8BK+yf8GWqNvokNsB1zU8yJM7jo5zHnVEkQs+KbgG3y26zN8u/fboPgSa4rB5NhuuLDegz75a4DaA8QL6S3xis+a5usrD1nYvC2R9yiOuI92foQf9v8QXC7X0X2j7lPiZgC5pj7Z+Qk+3Plh8NoTRIgRJ520HZg6MKL7qy2+dEtvkjuqdqhjFbFN3INby7firM5n4YHRDwTbDH91uBIy5VoREaljXEd0iOug5sUZKPOtiQjLck+LCCY9Fe6q3KVSOndX71bus98P/D1uGHKDaittznrrLHUtS0046eWwb3JfNRYH1cn4w7fK4VK9VK7bW6XqUIm4JELV3op6rNtbqRyELRGnxC0lJNvNqnZZpxQ7eqbHYkBOIvrnJCC2Bamm7Zn2HEPSMhjD6IcCFCGEhEMBKgIUoKKbNvmwl9to70pg9SvAurcBV41/uThxuk/wFy7vNamp+PVRIM4mSUF7Z+s7Yc6fSIg7SlLDxEnRmj9S20sMd1XtwvzN8/HRjo9Q465pciul9MUvOv4CwzOHo3NCZ+ViCRVLRAgQkWJtyVol3Injx+VrqoV0SvopuKDHBco9JiJfMNYVu/zF6tWwxN9L4oT7GzdaBTzcBUjqDGQPBrIGN44HHdMUzWPBvtp9yun0wY4PlPjxyjmvBB09a4rX4KeSnzAme4wSabZVblPnV4Srkvqm4vyd4jup9DIZRMQ5Xveh3A8mvSk4fdnHl6ljFGHpQAakDsCrk18Nzov4kxuXizjp5bIdIXWlpKdCi8ESvG/lmpS6aZFItaXi+sHXK8FVEMFU3I7HohfBaP7hK+ms6wqqsL6xDtWexjpUVfVuxFlNKKyqV8XzD4cUWJfaZ5La5/T4YDEa0CMjFv2y4zG4YyISVe+O7ZdojiHxwxhGPxSgCCEkHApQEaAAFd20+Rc2Kdi98X2/K0rqRgUwWoEeZwG9z/OLUjGpR72LbRXblCslvzpfpVOJa0IcLJJONSp7FHom9fx5aWhRGkNJf5Le+N7d/q4SUAKuqADx5nhVQ0uEJxmqXdWqt8FQOsd3VoLT5C6TW14ny+tpKsS++ztg7uTI7ZK7AmNv9zvj1Ovc/sLubZy+Jx8DG8s3KodN4Lp5cNmDeGPrG2o6zZamCmgPSR+iHE/lznLlEpNUyNBeCk9JG4Ip3aeq8xdrsKO8eJ8/hlKsXlL2jkIYke3vrtqtHEI7KneoQWo3Sc+Q/z37v8F2UqtJajaJqCTvo1dyL/RO7o1eSb1UbSWTHEOUIq41cXWJWLqpbJMay/kQwUnqSon4F9p5gXJJpfRV50HGUlfqSEWpNn+OtiLSi2RxTQO+3VqCtQVVqibbvsoGlNU5Ued0wS0ips6teonUvLaQAv510Blqmzakk94pDYizWDGhdwf0SE1HTmKcup8yVR2qWFjNbeeiOpFjeLLAGEY/FKAIISQcClARoAAV3bSrL2yl2/0pehveAcq2h6zQATlDgW6/8KdvdTi1zUWIEy2Gkj4mBbUlPU/SsaQXvQMFKSHFmqIKbcsgaY09Env8fAeJo9zfg2LhGmDfGv+4Ms+/bvJjwKlX+qfzlgP/nQjEZgApPYCEHCA2HYjN9C/reKrfSRUohK96HzyKY5PXilDkkp4MHX4nViBFsLYY2LnI79pz1gIuGerwfvVWfOrchxU+B5xauKvIqGn4dl8F9F4XvrSZMD8uBustluCxSR2jsWmDMXHdJxjrqEeM+pjRASabfxA32bBZwNg/KoGpuHw7ihfPQb3JirEJvfzHZkvGzB3zsLp6Z8S4idC05OIlwVitK1mn6iSJEFvaUIpiR7G6BmRcVl+m0lJlXyJSyjgwiAAp9ZxkkGtN0lZFhBN3ldTEEtFS9iXjwLSImOJQkkHchm0h9sqxy3UtDrRAfShJR/37ir8f1FaOW0SpGwbfEHS4Hek9KGKX7FPEMBG9xWkmzjMZB6ZDz6UUUg+dFleX3WhXtbjETdja50yOV2pnSezLGsr848bpK/pfESyoP2/TPOWelDpd8t5CHZDCjb2ehubMwafr92O3+0N4kz5udp+OPb+D1+GvsWdM+BGW9M8BEbA0GwyaDWadvPdY9EpLx7icczEwvSdizEYkxHqh07tVfTGptXZCfhaSo4IxjH4oQBFCSDgUoCJAASq6aZdf2OQ227/O34Peti/806HIj7H0vkDmQCCzP5DRD0jp7u+Jrb28hyiPofx4zqvOQ5WzSv0AlkHEBBERjkXKUotFqdQeQGKuf9naN4F3ftf8a8573C/UCFL4ft5FgBTTlsFs9ws5cuxyfY2/E+h/gb9t3vfA27/zi00iOoW4lBTnPAKMuPrwji0Azl/cjbW9zsDq4tVYnb8Ya4tWKUHpi/x9wTZXZqbjB5s14ut1moax9Q04zVGP0fUNeDEhDqusVtTZ4lGnN6iC3QGSvV4symsq+H5NRhqW2G1I1JnQNW2ASgXsbM9Eytq3YLIkosRsQZ7Oiz2+euxxVWK/swKeAxxtrY0IBuIQk+tI6jRJap/UkJIhNz5XrTsu15fEyuvE9ortKsVwY9lG5ZQSt6SIQ8K8c+cpoVV4Y/MbmLtxrjo+EbBiTDFKfPNoHtQ4a1DhrEBlfSUafA3+Yuru2ohC4NESuAdlvyK8BAq8h06L0CfHJ6mGafY0JWYFRaVGMUl6H5TpKwdcGRSVnlz9JF5Y98JB7sYAb015SznkhOd+eg5PrXkqYjtJZ3zl3FdUL5fq/G2ah+fXPq8cTl6fDx6fBo/PC4/mhg8u9MfdcNR0xKbCGmjxi2HN/KjZ9+/IuwLeup5BscqW/ba6jeGzQ++LgRGxsOhj0TkxHaekjkW3pM4i4SLOrkN6rBHJ9iR17ck5kQ4BpDC+CL+h11q7/CwkRwRjGP1QgCKEkCgUoJ5++mk88sgj2L9/PwYNGoQnn3wSw4cPb7b9m2++iXvvvRe7d+9Gjx498PDDD+Pcc5vvSvtAKEBFN1Hxha16H7D9S2D3EiBvGVC5J3I7g8XvgEnu4k/fkuLmIl5IYfOEDoAt6Zj0ttfeiIoYHiukZlTZDv9Qs8/vSKrZD9QWAeP+BHQZ62+34T3gzZnNb+e8fwDDrvBP71gIvHJ+5HYiWk2YDYy8xj9fshX45DZA6iFZYgFzDGCO9dcrk3HuSCDnFH9bdz20kq2o0jxItCX70+qMFty+/C9YVbpOCQLN/egPYNab4Ar0HNmI1WBBht6CTJ0Fz9j6wuWsRHl9CVY6S1HqrkFZ9kDkJWQoAVF6sROR5FCIK0kEoTRLEtJLtiPFkoQYayLsthTY7KmwxWTAFpcJmy0ZBr1R1V4Sx4xsV8YySK924oqRNM3QsQiYAWeViB+HE2VEZJHaWB1j/YJUQJgSoUoEq9ZyAonTS1x/cs7Wlq7F5rLNyn0kxy11pmR8NOihh8VoUQ4xGUT8ECEkIIYocUbzKleUjAPTcj7FhRYo7H+smT1qNoZlDlOC1aubX8UTq55Qy5WQZU1RYlZgfFmfy4L1yqRHQin0HmuKVYK0CDni1lLvS2dskXgo71lEOrk2qlxValxQsw/ri3ZhT9V+lDjKUe2sQr23Fh6tHjC4AJ8JPs2rhCvoXdDpjs1XMQPMMOtt0MHkn9aZEGeNRbwlBsm2eKTYExBviQ9z9IUOskyEvEB9NdK2nFSfhScoFKAIISTKBKjXX38dl19+OZ599lmMGDECjz/+uBKYtmzZgvT0g4srL126FGPHjsWcOXNw3nnn4dVXX1UC1KpVq9C/f/8W7ZMCVHQTlV/YRJASd4w4o2Qo3uhP2YpQUDkMccKIGBWf4xekAtMy2FMAe7JfpBJRQVI7Aj+mVEpWQ+Pg9DtkZCyOGXdIqpZMyzr1o1HSv/SN22hMBZNtKhHCqoQINYhoFpgOzsv6xnbyyAnur77pONwN/vQvtwM+Zy0clSWwmwC9tPG6/Mcg4obP69+GEjokrcva6AqS1K6QaUnjknMgQomMxTEUzXhcQENlk6tJxcff26E6D+KYi89q6oVPBC15zwc6plrxnhBxodpZrWpEVTVUobi8GNX6auVakWLaUperOfFIfvCKiBFaU6o5zDoDco1x6KSzINenoZPTiVxHNTrUlCJ15A0w/eJuf8OSLcDTzf+xAsOvBs59pMmh9uFN/uvGKimASSHTiY1CcGNNMLkGHWVw640odVWjSFL+6ktRWLcf+bUFSvSR3u1EADqU4CJiXIeYbOQmdvE7p2KykVlXjgxjDNL1VsRpOpjlOlf3iMu//16TVKpYcW0hihf9BSWeOhR5HCjx1qPI58Q+zYlCzYNK3eGFHpNPQ4zmg9FghscS56+N5m1Q6+6vrEeOT484gxmv2Qx43xx5e1YY8E7CcHS0pqjrbK5jB96p3aHEG01vgMdkUw4sla7nceI/w+9DSmwWHDrguc2v4r1dzbuEpJadCDsljpKDUuMOhc1gC6ZJZtgzlHtKXF4iMonjSsaSXinTkhYowpkgYmIgNVP2K4KZGrsdygEm17GIS3KNB4QmWSbzhxNFjxjNf58qAUwzqXmfPPd0Luj0re/y02kWmHVxsOhikRaTjDglWCVAr8XAppc01CSk2hORGZuMrLgUdEhIRYotQaVbHgsCIrC4+mQs16WIiYGOA0T8XV+6PqyNjAPTo7NHo19qP9VW6sb9Z91/gqKobFtE54BAen6P81WvnoLUm7tv6X3BYv7yT0TiwLz0rjq9+3TVVoTov/3wN1VfLiDGho4Hpw3G6JzRqq3cW1/s+UKJm2GD0aLShgOOPyHwtVz2F5XfZ0gYFKAIISTKBCgRnU499VQ89dRTwQd5x44dceONN+LOO+88qP2MGTNQV1eHjz5q+lI7cuRIDB48WIlYLYECVHRzwnxhk8LW1QVA+U6gfJd/XLEbqMoHqvYCjtIj3KDOLwjJD2IRdE42RHwRQU4NIcKUqjeUdLDoIOdKBDf5QaWENxkMTSlvAedLc9PSVsS5QAFuGY70egwVCgOCYHDcKN4pQc538BAkpG5UqHiIZpaFjRtfr95bo/gnoqhsX8bB+cZ1goiSeiN8Oj3qHA2IiU+AvnFZnebG6tp8bHQUYlPdXmyqK0CJs/IgR5QgP84CqWxS5ygwFqEmIyYjsnNIzr8cR6AgfE0R8NN8v5ss4CoLDM4a4PQ/qjpUKlYi2D0zsvlYjLwOmDSnSTB+rE8zDXX+Gl+TH4Xb68a+op+Q/8pk5BmNyDcZkWcyqekCkxGeFrhrTJqGGJ8PElG3wQS3Tt9isSPOFIesmExkx2Qia/PnyHY5keXxIMfjVeNkn/SaB38NuqlPqTg2aF4UvXwech1VgchjflwsvrXbUKXXo8piR6UlVjnCAu6vL/L2Isvrj/8jyYl4OaH5HzvvFBSih9sf7/8kxOPfifGI9WmIlZpbGf2RbElWP8ST837ERU4g25wAzWjFXoMORXrAaTChzGRGaYchqjdGEadKKraj1FmJYlc16o9AqDrWmHQGJBrtSDDYkGCwIsFgUeNEvRnxuWOQYE1EgjkB8cVbYKsqgBV62DQdJHnVqmlqbNJ00J3xf/4/GggbPwAKfgjuQ3rvK3M4UeB0YK+rHosTRmNvQzVqPGVI0u3EaY4YGDwm5NU0YJ1tH3YkFDZ7vHGOFCVseQweuIwOeI3On/X+/d8m9dB546D3JcDrtiuBR28ugw4iTPmfLYHrymLSobPuAmQYh6OwqgH7PatQEz9X1HYggoA6NHYWOllHIK+iCvn1a1Bknt/ssXS1jUKmtRfK65woqd+LMsPiZttmmvsi09IbNfVe5eKsNH7XbNts82B0tA5DlcOLoroyVFg+aLZtB9ModLeci/I6L/KrSlERHznVU8gxjENf05UorXNhZ2kJqjLuAjSjEh91SoD0j0XcSjecgo666Sh3OLGztAbupNdUW1mv+cS5ZlQOu0SbHQmmbMT5+qK6wYk95XXQLNsATWJhAHziWJRpPZJiYhAvdfw0AxxuN/ZXyR8CJAYadHqVG9oYNx1SYixIsluVQOZ0+7C3UkRrv0gXiK9ORDtNj/Q4KzISrCLjweXxYXuRwy/sqee3kvfUoNfpkJ1oR5eUWOj1Onh8PqwvqFLLDXqd+uiUsUEn0zpkxVvRIzNOzYswuyavEkaDf51RavlJWzWtQ1q8Fd3TYtW8HNvGwioY9HqYDHoYDZJGLTX/dDAa9Ei0m9Ahye7fl16Hgop6mAw6mGSbMlaDTOthNxsQbzOpY5C2Hq8Gs1H2LR/1TZ9PFKAIISSKBCiXywW73Y633noL06f7/+IkzJw5E5WVlXj//fcPek1ubi5uvfVW3HzzzcFl999/P9577z389NNPEffjdDrVEEAe1rKdXbt2UYCKQuTDXq4PiV1UC1CHQ8QH+VFdXQjU7FVjnaRwyXztfqC+QjlhdIdxlGjyRVRcRCK4qLG9cRwoGG31iy8BcSV0LD+ERcwSN5MauwCvM2TeP61r5gezZgjdr7iXZJ92aCY73DDBZE+AzmJv7EFNYtkoACkhSOY1wNvongq6qcTBVe93C8ngKIcugsDRFqhzrQSpgCjVOK2XaYNfdJTjb3w/ukY3yomMXE310KHKoIcXOth9Ptg1DRa1Rt90ntQ1JyPfAdehCG6hAqD8UDq6jzX/q/w/jMJSW2W74iCTjgJEkPS4oJN7rNntBH5cNe9UkTtiv8GAvRYL8iwx2Gs0YJ9Bj2J4UGw0oFyuh0Mgok2q14c0rxepXq1x7EWmx4MstxsZbjfij2HNpgPx6oyoNRhRowMyfBqM6nzpsdegR5FRr8Q1EQkN5niYfF4YNS+Mjgp0dDlVbKV1Y2n68HMfcFn6PM3GUZ3f+Ez/c0DiIc8+ee4AqIMOpQYDSo16lKmxGSVJ2aiGD3WaDw5nNRzwoVavR51eB4deH7YX+als06CuQZvH478efT5V9yzB50Ocz4cEnxdxXh8SbKmI13SIhw7xtaWwuR3B93PQMaf3a3Sh6lXKta6+vNlzq3UY0XjNAyjbBp0Ips21zR7qf4bKu6jYDV1Nk+Ak76tWzoe6nvQoTuqMYr0BpZoXTm8tLi8rRgd55gB4L9aO5xMSUGPQwx1BGJ1eXYskn0+JkJvMJmyyyj6PDQZNU+dVHHklpghF2EMvlBMcvabBoAFuffNv2KquSQ0+HdQzU2J2op0D9QQVs/RBp0EXdt0k+jTVTu7iSvkMCXtsN4mdRmjo6PIGnu7YZ9LDqRxufgLymmqraejhlDPrJ9+kh8MQUlut0Z2ojlXnQ58GaStyvA57TXrUBNrK30MQ0hY+9G3wH4Nc0vtM8rnXdAxe+X6grnUdjPCht9Oj+t+Uj59Cow6VIW39a/zvRdr2cHpgkcemBhQZdKgw6OCp92LZHdvV92ERogghpL3Qdv0Dt4DS0lJ4vV5kZGSELZf5zZs3R3yN1ImK1F6WN4ek6z3wwAMHLe/SpctRHzshpCXUtPUBENJCKuUnQ1sfBAlSdQRtC1rpGEqOoO33R9D2yyNo+80RtC0Lm3v4oGdx80LXpiPYCyHtkdVH0HblEbRd1UrbXX4EbZccYl1NTQ0FKEJIu6JdC1DHi7vuuku5pgLIXws6deqEvLw8PrSjELEdS5pmfn4+bcdRCmMY/TCG0Q3jF/0whtEPYxj9tFUMJcFFxKfs7Ozjtk9CCIl6ASo1NRUGgwFFReF/lZP5zMzMiK+R5UfSXrBYLGo4EBGf+IEfvUjsGL/ohjGMfhjD6Ibxi34Yw+iHMYx+2iKG/CM6IaQ90q4Tx81mM4YOHYqvvvoqrL6PzI8aNSria2R5aHthwYIFzbYnhBBCCCGEEEIIIa1Lu3ZACZIaJ0XHhw0bhuHDh+Pxxx9XvdzNmjVLrb/88suRk5Oj6jgJN910E8aNG4dHH30UkydPxmuvvYYVK1bg+eefb+N3QgghhBBCCCGEEHJy0u4FqBkzZqCkpAT33XefKiQ+ePBgfPbZZ8FC41KnKbSns9GjR+PVV1/FPffcg7vvvhs9evRQPeD179+/xfuUdDzpOS9SWh5p/zB+0Q9jGP0whtEN4xf9MIbRD2MY/TCGhBASjk6TKnWEEEIIIYQQQgghhJyMNaAIIYQQQgghhBBCSPRDAYoQQgghhBBCCCGEtCoUoAghhBBCCCGEEEJIq0IBihBCCCGEEEIIIYS0KhSgDuDpp59G586dYbVaMWLECPzwww9tfUikGWbPng2dThc29O7dO7i+oaEB119/PVJSUhAbG4sLL7wQRUVFbXrMJzOLFy/GlClTkJ2drWIlvVOGIv0hSG+XWVlZsNlsmDBhArZt2xbWpry8HJdddhni4+ORmJiIK6+8ErW1tcf5nZy8HC6Gv/3tbw+6JydNmhTWhjFsO+bMmYNTTz0VcXFxSE9Px/Tp07Fly5awNi15bkrvs5MnT4bdblfbuf322+HxeI7zuzk5aUkMx48ff9B9eM0114S1YQzbjmeeeQYDBw5Uz0AZRo0ahU8//TS4nvdg9MeQ9yAhhDQPBagQXn/9ddx6662qu9RVq1Zh0KBBOPvss1FcXNzWh0aaoV+/figsLAwO3333XXDdLbfcgg8//BBvvvkmFi1ahH379uGCCy5o0+M9mamrq1P3lIi8kfjb3/6Gf/7zn3j22WexfPlyxMTEqPtPvowHEOFiw4YNWLBgAT766CMliFx99dXH8V2c3BwuhoIITqH35Pz588PWM4ZthzwH5Yft999/r86/2+3GxIkTVVxb+tz0er3qR5PL5cLSpUvx0ksvYe7cuUo8Ju0jhsJVV10Vdh/K8zUAY9i2dOjQAQ899BBWrlyJFStW4IwzzsC0adPUc1HgPRj9MRR4DxJCSDNoJMjw4cO166+/Pjjv9Xq17Oxsbc6cOW16XCQy999/vzZo0KCI6yorKzWTyaS9+eabwWWbNm3S5JJftmzZcTxKEgmJw7vvvhuc9/l8WmZmpvbII4+ExdBisWjz589X8xs3blSv+/HHH4NtPv30U02n02l79+49zu+AHBhDYebMmdq0adOafQ1j2L4oLi5W8Vi0aFGLn5uffPKJptfrtf379wfbPPPMM1p8fLzmdDrb4F2c3BwYQ2HcuHHaTTfd1OxrGMP2R1JSkvaf//yH9+AJEEOB9yAhhDQPHVCNyF8h5C8ZkvYTQK/Xq/lly5a16bGR5pEULUkH6tq1q3JWiKVZkFjKX4ZD4ynpebm5uYxnO2TXrl3Yv39/WLwSEhJUGmwgXjKWlK1hw4YF20h7uU/FMUXaB998841KJ+jVqxeuvfZalJWVBdcxhu2LqqoqNU5OTm7xc1PGAwYMQEZGRrCNOBWrq6vD/vpP2iaGAebNm4fU1FT0798fd911FxwOR3AdY9h+ECfMa6+9phxsksbFezD6YxiA9yAhhETG2Mzyk47S0lL1IRL6YSDI/ObNm9vsuEjziDghlmX5oSv25gceeACnn3461q9fr8QMs9msfuweGE9ZR9oXgZhEuv8C62QswkYoRqNR/fBiTNsHkn4nqSJdunTBjh07cPfdd+Occ85RX7YNBgNj2I7w+Xy4+eabMWbMGPUDSWjJc1PGke7TwDrStjEULr30UnTq1En9cWbt2rW44447VJ2od955R61nDNuedevWKbFCUsylztO7776Lvn37Ys2aNbwHozyGAu9BQghpHgpQJGqRH7YBpBikCFLygf/GG2+oItaEkOPLxRdfHJyWv+7KfdmtWzflijrzzDPb9NhIOFJHSMT60Lp55MSIYWhNNbkPpWMHuf9EFJb7kbQ98oczEZvEwfbWW29h5syZqt4Tif4YigjFe5AQQpqHKXiNiE1W/kJ/YE8jMp+Zmdlmx0VajvzFsGfPnti+fbuKmaRVVlZWhrVhPNsngZgc6v6T8YEdAkiPMdKrGmPaPpHUWHm2yj0pMIbtgxtuuEEVgP/6669VMd0ALXluyjjSfRpYR9o2hpGQP84IofchY9i2iMupe/fuGDp0qOrZUDp3eOKJJ3gPngAxjATvQUIIaYICVMgHiXyIfPXVV2H2dpkPzekm7Rfpyl3+uiR/aZJYmkymsHiK/VlqRDGe7Q9J2ZIvXaHxkloIUhcoEC8Zy5dyqZERYOHCheo+DXy5I+2LgoICVQNK7kmBMWxbpHa8CBeSKiLnXe67UFry3JSxpJ6EConSG5t0RR5IPyFtF8NIiEtDCL0PGcP2hTwDnU4n78ETIIaR4D1ICCEhHKJA+UnHa6+9pnrdmjt3ruqt6eqrr9YSExPDeqkg7YfbbrtN++abb7Rdu3ZpS5Ys0SZMmKClpqaqXoGEa665RsvNzdUWLlyorVixQhs1apQaSNtQU1OjrV69Wg3y6HnsscfU9J49e9T6hx56SN1v77//vrZ27VrVm1qXLl20+vr64DYmTZqkDRkyRFu+fLn23XffaT169NAuueSSNnxXJxeHiqGs++Mf/6h6apJ78ssvv9ROOeUUFaOGhobgNhjDtuPaa6/VEhIS1HOzsLAwODgcjmCbwz03PR6P1r9/f23ixInamjVrtM8++0xLS0vT7rrrrjZ6VycXh4vh9u3btT//+c8qdnIfyvO0a9eu2tixY4PbYAzbljvvvFP1Wijxkc86mZeeQL/44gu1nvdgdMeQ9yAhhBwaClAH8OSTT6oPfrPZrA0fPlz7/vvv2/qQSDPMmDFDy8rKUrHKyclR8/LBH0CEi+uuu051jWu327Xzzz9ffVEnbcPXX3+tRIsDh5kzZ6r1Pp9Pu/fee7WMjAwlBJ955pnali1bwrZRVlamxIrY2FjVXfGsWbOU8EHaPobyA1i+TMuXaOlGvFOnTtpVV111kIDPGLYdkWInw4svvnhEz83du3dr55xzjmaz2ZToL38McLvdbfCOTj4OF8O8vDz1Qzc5OVk9R7t3767dfvvtWlVVVdh2GMO244orrlDPR/nuIs9L+awLiE8C78HojiHvQUIIOTQ6+S/UEUUIIYQQQgghhBBCyLGENaAIIYQQQgghhBBCSKtCAYoQQgghhBBCCCGEtCoUoAghhBBCCCGEEEJIq0IBihBCCCGEEEIIIYS0KhSgCCGEEEIIIYQQQkirQgGKEEIIIYQQQgghhLQqFKAIIYQQQgghhBBCSKtCAYoQQgghhBBCCCGEtCoUoAghhBBCCCGEEEJIq0IBihBCCCGEEEIIIYS0KhSgCCGEEEIIIYQQQkirQgGKEEIIIYQQQgghhLQqFKAIIYQQQgghhBBCSKtCAYoQQgghhBBCCCGEtCoUoAghhBBCCCGEEEJIq0IBihBCCCGEEEIIIYS0KhSgCCGEkOOEy+VC9+7dsXTp0uOyv9/+9reYPn06TgSeffZZTJkypa0PgxBCCCGEHCUUoAghhBy1uKHT6Q4atm/f3taH1q5FlC5dumD06NGIVurr6xETE3Pc43zFFVdg1apV+Pbbb4/rfgkhhBBCyLGBAhQhhJCjZtKkSSgsLAwbRGCJ5Pw52dE0DU899RSuvPJKRDMLFixAp06dlJPreGI2m3HppZfin//853HdLyGEEEIIOTZQgCKEEHLUWCwWZGZmhg0GgwHjx4/HDTfcgJtvvhmpqak4++yzVfv169fjnHPOQWxsLDIyMvCb3/wGpaWlwe3V1dXh8ssvV+uzsrLw6KOPqm3JdgKIy+q9994LO47ExETMnTs3OJ+fn49f/epXanlycjKmTZuG3bt3H5Sa9ve//13tJyUlBddffz3cbnewjdPpxB133IGOHTuq9ymCywsvvKCEJJmW14ayZs2aQzrAVq5ciR07dmDy5MlhywsKCnDJJZeo4xRn0bBhw7B8+XJ1vHq9HitWrAhr//jjjysByOfzqfkNGzbgvPPOQ3x8POLi4nD66aer/URCXjNnzhwlEtpsNgwaNAhvvfVWcH1FRQUuu+wypKWlqfU9evTAiy++GLaN999/H1OnTlXTs2fPxuDBg/Hf//4Xubm5Km7XXXcdvF4v/va3v6nrIT09HX/961/DtiHn6bnnnlPHbbfb0adPHyxbtkydO4m3nAdxiR34PiQF74MPPlAuLEIIIYQQEl1QgCKEENIqvPTSS8q1smTJEpV6VllZiTPOOANDhgxRospnn32GoqIiJRQFuP3227Fo0SIlcnzxxRf45ptvVNrVkSAikgheIsZIupbsX4QRcWuFOrG+/vprJXDIWI5VBKxQEUuEsPnz5yvHzaZNm5RgItsR8UTSwQ4UZmR+7NixzTqD5Fh69uypjitAbW0txo0bh7179yph5aeffsKf/vQnJRR17twZEyZMiLgfEdBEnJLXyT5FIFu4cKESueTYPB5PxGMQ8enll19W8RDh6pZbbsGvf/1rdc6Fe++9Fxs3bsSnn36q3vMzzzyjBMQAclwfffSREvQCyDmU9hJPOV8i0onIJsKabPfhhx/GPffco0S1UB588EF1jkW46927t3I3/f73v8ddd92lrg8R+kTEDEXEOXlvB26LEEIIIYREARohhBByFMycOVMzGAxaTExMcLjooovUunHjxmlDhgwJa//ggw9qEydODFuWn5+vyUfRli1btJqaGs1sNmtvvPFGcH1ZWZlms9m0m266KbhM2r/77rth20lISNBefPFFNf3KK69ovXr10nw+X3C90+lU2/n888+Dx96pUyfN4/EE2/zyl7/UZsyYoableGQ/CxYsiPje9+7dq9778uXL1bzL5dJSU1O1uXPnNnu+5D2cccYZYcuee+45LS4uTr3PSLz++utaUlKS1tDQoOZXrlyp6XQ6bdeuXWr+rrvu0rp06aL2Hwl5n9OmTVPTsg273a4tXbo0rM2VV16pXXLJJWp6ypQp2qxZs5p9D0uWLNHS09M1r9er5u+//361zerq6mCbs88+W+vcuXOwjSDxmDNnTnBezu0999wTnF+2bJla9sILLwSXzZ8/X7NarQcdg5yPQ51nQgghhBDSPjG2tQBGCCEkevnFL36hXDIBJHUqwNChQ8PairtH3EbiIjoQcdFIWpU4lEaMGBFcLmlpvXr1OqJjkv1IKleo00hoaGgIS+nq16+fShcMIKl469atU9PiypF14k6KRHZ2tnL5SOrZ8OHD8eGHH6qUvV/+8pfNHpe8P6vVGrZM9iOOMHmfkZA0QUkNfPfdd3HxxRcrh5acc3FHBV4vKXcmk+mw50XOicPhwFlnnRW2XM65HINw7bXX4sILL1Sus4kTJ6r9hxZMF2eapM2J+yqAHEvouZbUSjl3oW1kWXFxcdh+Bw4cGLZeGDBgQNgyiVl1dbVKLwwgqYHyPgghhBBCSHRBAYoQQshRI4JTcylnoWJUIN1MavhIStaBiPjT0l7VJAXOb6JpIrR2k+xHxK958+Yd9FqpbRTgQNFGthuoqyQix+H43e9+p2pY/eMf/1BpcTNmzFD1jJpDUtkCAleAw+1HUhglTU22f8EFF+DVV1/FE0880eLXhyLnRfj444+Rk5MTtk5S+ASpz7Vnzx588sknqtj4mWeeqQSwQL0rSRN86KGHwl4b6Twe6txGep2sb27Zga8rLy8PiyMhhBBCCIkOWAOKEELIceGUU05RdYfEMSOiVeggYlW3bt2UABFa30eKYm/dujVsOyI+SG97AbZt2xbmiJH9yDIpfn3gfhISElp0rOLEEeEjUBspEueee646bnGASf0jqb10KMRltHnz5jDxTFxA4mISUeVQQteXX36Jf/3rX6r+kQhRoa+X2lKhAlxz9O3bVwlNeXl5B50XKbQeen5nzpyJ//3vf6rg+fPPP6+WyzkVcepAB9XxRBxs4ooKOLYIIYQQQkj0QAGKEELIcUGcNCK0SI9vP/74oxITPv/8c8yaNUv1miapeVdeeaUqRC4FtaXHvECx7VCkkPlTTz2F1atXq2LV11xzTZhzRnpxE7eRFMoWcWbXrl2qmPkf/vAHVRi7JYhIJiKMiErS415gG2+88UawjaSZyfFJ0WzpLW7UqFGH3KakzokLSUS4AHIupKc4SXWTYuk7d+7E22+/rXqECyA9xI0cOVL1yCftQ11PUqRbUtQkPU/OhYhEr7zyCrZs2XLQ/iVN7o9//KMqPC5F1+X8S6rdk08+qeaF++67T6XZiRtNjlMKjsv+BVkuRdEP5fJqbSSeXbt2VWIlIYQQQgiJLihAEUIIOS5I3SQRWURskvpC4jK6+eabkZiYGBSZHnnkEVXTSFL1ROw47bTTDqol9eijjyrHjrSTntNEVAkVRWR68eLFyM3NVW4hEVBE2BLnTGgtocMhzqaLLroI1113neql7aqrrkJdXV1YG9mu1FASEe1wpKSk4Pzzzw9LDZQUO+ntT9xa4qiScyIpbqG1qUL3c6DLSrYpYl2gNz05V//+97+brQklPc9JT3fSG56cF+kZUFLyunTpEjweEdTEWSW968lxvPbaa0EBaurUqWhLpJc9iQMhhBBCCIk+dFKJvK0PghBCCGmO8ePHY/DgwSodrL0hjhypk5Sfnx8spH0o1q5dq1LYxH0UqRh7c4hw9Oabb6rXtwWlpaWqTpc4yFryPlsDcWSJ+01SMluaSkkIIYQQQtoPdEARQgghR4j0eCdizOzZs1XPdy0VZcRZJEXYJaWvJYizSVIRJeXwxhtvRFshqZOPPfZYm4lPgtT9evnllyk+EUIIIYREKXRAEUIIade0RwfU3LlzVVqcHJf0DHdgr3LHCqkxJWlnUiNKesA7MDWPEEIIIYSQaIECFCGEEEIIIYQQQghpVZiCRwghhBBCCCGEEEJaFQpQhBBCCCGEEEIIIaRVoQBFCCGEEEIIIYQQQloVClCEEEIIIYQQQgghpFWhAEUIIYQQQgghhBBCWhUKUIQQQgghhBBCCCGkVaEARQghhBBCCCGEEEJaFQpQhBBCCCGEEEIIIaRVoQBFCCGEEEIIIYQQQtCa/H+QxskRv2ok7AAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "geo_mtf = GeometricMTF(lens)\n", "geo_mtf.view()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }