diff --git a/f22/andy_lec_notes/lec03_Sep12/lec03_operators_850.ipynb b/f22/andy_lec_notes/lec03_Sep12/lec03_operators_850.ipynb
deleted file mode 100644
index 78ac3468d97412d4a771af77fe25d3378de50e60..0000000000000000000000000000000000000000
--- a/f22/andy_lec_notes/lec03_Sep12/lec03_operators_850.ipynb
+++ /dev/null
@@ -1,801 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "31536000"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# Warmup: calculate number of seconds in a year\n",
-    "365 * 60 * 60 * 24"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## January 31: Operators\n",
-    "\n",
-    "Learning Objectives: After this lecture you will be able to...\n",
-    "\n",
-    "- Recognize examples of different Python data types: int, float, str, bool\n",
-    "- Explain the different behavior of the /, //, and % operators\n",
-    "- Evaluate numeric expressions containing mathematical and comparison operators\n",
-    "- Evaluate numeric expressions containing comparison operators\n",
-    "- Determine the correct order of operations in Python\n",
-    "- Evaluate string expressions containing operators and escape characters\n",
-    "- Evaluate boolean expressions that contain the operators and, or, not"
-   ]
-  },
-  {
-   "attachments": {
-    "command%20line%20interactive-3.png": {
-     "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzgAAADhCAYAAAAEVRD4AAAYUGlDQ1BJQ0MgUHJvZmlsZQAAWIWVWQk0Vd3b3+fO95rvNc/zTOZ5nud5JuGarimuMZRIMpWoEKWSjJVKoRKRBqUMvSRJJEOlUFEZ8h1D/d//+671fevba+1zfvfZz36GvZ89POcCwLXfNzIyDMEIQHhEDNXB1IDfzd2DHzsJcIAZEIAoEPUlR0fq29lZAbj8fv93WRoE0Mb7ucyGrH+3/6+FyT8gmgwAZAdjP/9ocjiMrwOASidHUmMAwKjBdKH4mMgN7AVjZipsIIwjN3DQFk7fwH5buHiTx8nBEMYXAcDR+vpSgwCgb4bp/HHkIFgO/RDcRozwp0TArLMw1iEH+/oDwCUN80iHh+/ewG4wFvf7m5yg/5Lp90emr2/QH7zly2bBGVGiI8N89/w/h+P/LuFhsb91iMKVNphq5rDhMzxuQ6G7LTcwLYxnI/xsbGFMhPEPiv8mP4wRhOBYM+ctfgQ3OdoQHjPACmM5f18jSxhzw9gkIszGapvuF0gxMYcxHCGIBEqMudN238yAaGPHbZmnqLsdbH/jQKqh/nbfy77UTb0b/J2xoc762/KHggPMf8v/lhjs5LplM5IQR3GxgTE9jFmjQx0tt3iQwonBhja/eaixDhv2C8NYIyDC1GBLPtI7kGrisM1PDY/+7S8yM5hibrONS2KCncy25Vwk+27azw7j5oAIfeffcgKi3ax+++IfYGS85TuyNyDCedtf5FhkjIHDdt8vkWF22/woQkCY6QZdEMbc0XGO231ROjFwQG7JR9lExtg5bdmJ8gvxtbDbsgeVAKyAITAC/CAWrn5gNwgBlGezTbPwr60WE+ALqCAIBACZbcrvHq6bLRHw0xEkgk8wCgDRf/oZbLYGgDiYvvaHuvWUAYGbrXGbPULBFIzDgSUIg3/HbvaK+KPNBbyDKZR/aSfDtobBdaPt3zR9mGK1TYn9LZef4TcnxhhjhDHDmGAkUJwoHZQmygp+6sFVAaWGUv9t7X/40VPoPvRb9AB6DP1yFyWN+g9/+IE1GIM1mGz77Pd3n1GisFRllAFKG5YPy0axojiBDEoJ1qSP0oV1K8NUw23LN7z/p+z/8uFvo77Nh5fDI/BseD28+D970kvSK/+RsjGmfx+hLVv9/oyr4Z+Wf+o3/NtI+8Nvy39yIjORDciHyHZkF7IF2QT4kW3IZmQ38s4G/hNF7zaj6Lc2h017QmE5lH/p893WuTGS0XJ1cu/lVrfaYgISYjYWmOHuyD1USlBwDL8+vPMH8JtHkGWl+RXkFOQB2DhHtraprw6b5wPE2vMfGvkgAKrzAOCX/0ML/wrAFQK8jVr/hybiDS8zDADVU+RYatwWDbXxQMOnEwO8ojgALxAC4rA/CkAFaAI9YAwsgC1wAu7AGx7lYDieqSAeJINUkAFywFFwApSAM+A8qAaXwDXQBFpAO3gAnoBeMABewdEzCT6CebAEViAIwkJ0EAnigPggEUgKUoDUIB3IGLKCHCB3yAcKgiKgWCgZOgDlQAVQCXQOqoGuQjehdqgL6oNeQuPQe+gLtIxAImgRzAgehChiB0INoY+wRDghdiKCEFGIREQ64giiGFGOuIhoRLQjniAGEGOIj4hFJEDSIFmRAkgZpBrSEGmL9EAGIqnIfchsZCGyHHkZeQue5+fIMeQs8icKgyKh+FEycASboZxRZFQUah8qF1WCqkY1ojpRz1HjqHnULzQdmhsthdZAm6Pd0EHoeHQGuhBdib6Bvg+vpkn0EgaDYcWIYVTh1eiOCcEkYXIxpzH1mLuYPswEZhGLxXJgpbDaWFusLzYGm4E9ib2IbcP2YyexP3A0OD6cAs4E54GLwKXhCnG1uFZcP24at4JnxIvgNfC2eH/8HnwevgJ/C9+Dn8SvEJgIYgRtghMhhJBKKCZcJtwnjBC+0tDQCNKo09jTUGj20xTTXKF5RDNO85OWSCtJa0jrRRtLe4S2ivYu7Uvar3R0dKJ0enQedDF0R+hq6O7RjdL9oCfRy9Kb0/vTp9CX0jfS99N/ZsAziDDoM3gzJDIUMjQw9DDMMuIZRRkNGX0Z9zGWMt5kfMG4yERikmeyZQpnymWqZepimiFiiaJEY6I/MZ14nniPOEFCkoRIhiQy6QCpgnSfNMmMYRZjNmcOYc5hvsT8jHmehciixOLCksBSynKHZYwVySrKas4axprHeo11kHWZjYdNny2ALYvtMls/23d2LnY99gD2bPZ69gH2ZQ5+DmOOUI58jiaO15woTklOe854zjLO+5yzXMxcmlxkrmyua1zD3AhuSW4H7iTu89zd3Is8vDymPJE8J3nu8czysvLq8YbwHudt5X3PR+LT4aPwHedr4/vAz8Kvzx/GX8zfyT8vwC1gJhArcE7gmcCKoJigs2CaYL3gayGCkJpQoNBxoQ6heWE+YWvhZOE64WERvIiaSLBIkchDke+iYqKuoodEm0RnxNjFzMUSxerERsTpxHXFo8TLxf+SwEioSYRKnJbolURIKksGS5ZK9kghpFSkKFKnpfqk0dLq0hHS5dIvZGhl9GXiZOpkxmVZZa1k02SbZD/vEN7hsSN/x8Mdv+SU5cLkKuReyRPlLeTT5G/Jf1GQVCArlCr8pUinaKKYotisuKAkpRSgVKY0pExStlY+pNyhvKaiqkJVuazyXlVY1Uf1lOoLNWY1O7VctUfqaHUD9RT1FvWfGioaMRrXNOY0ZTRDNWs1Z7TEtAK0KrQmtAW1fbXPaY/p8Ov46JzVGdMV0PXVLdd9qyek569XqTetL6Efon9R/7OBnAHV4IbBd0MNw72Gd42QRqZG2UbPjInGzsYlxqMmgiZBJnUm86bKpkmmd83QZpZm+WYvzHnMyeY15vMWqhZ7LTotaS0dLUss31pJWlGtblkjrC2sj1mP2IjYRNg02QJbc9tjtq/txOyi7G7bY+zt7EvtpxzkHZIdHjqSHHc51jouORk45Tm9chZ3jnXucGFw8XKpcfnuauRa4DrmtsNtr9sTd053inuzB9bDxaPSY9HT2POE56SXsleG1+BOsZ0JO7u8Ob3DvO/sYtjlu6vBB+3j6lPrs+pr61vuu+hn7nfKb55sSC4if/TX8z/u/z5AO6AgYDpQO7AgcCZIO+hY0Ptg3eDC4FmKIaWEshBiFnIm5HuobWhV6HqYa1h9OC7cJ/xmBDEiNKJzN+/uhN19kVKRGZFjURpRJ6LmqZbUymgoemd0cwwzfGHvjhWPPRg7HqcTVxr3I94lviGBKSEioXuP5J6sPdOJJokXklBJ5KSOZIHk1OTxvfp7z+2D9vnt60gRSklPmdxvur86lZAamvo0TS6tIO3bAdcDt9J50venTxw0PViXQZ9BzXhxSPPQmUxUJiXzWZZi1smsX9n+2Y9z5HIKc1ZzybmPD8sfLj68fiTwyLM8lbyyo5ijEUcH83XzqwuYChILJo5ZH2s8zn88+/i3E7tOdBUqFZ4pIhTFFo0VWxU3nxQ+efTkaklwyUCpQWn9Ke5TWae+n/Y/3V+mV3b5DM+ZnDPLZylnh86ZnmssFy0vPI85H3d+qsKl4uEFtQs1lZyVOZVrVRFVY9UO1Z01qjU1tdy1eXWIuti69xe9LvZeMrrUfFnm8rl61vqcK+BK7JUPV32uDl6zvNbRoNZw+brI9VM3SDeyG6HGPY3zTcFNY83uzX03LW523NK8deO27O2qFoGW0jssd/JaCa3prettiW2LdyPvzrYHtU907Op4dc/t3l+d9p3P7lvef/TA5MG9h/oP2x5pP2rp0ui6+VjtcdMTlSeN3crdN54qP73xTOVZY49qT3Oveu+tPq2+1n7d/vbnRs8f/GX+15MBm4G+QefBoRdeL8aG/IdmXoa9XBiOG155tX8EPZL9mvF14Sj3aPkbiTf1Yypjd8aNxrvfOr59NUGe+Pgu+t3qZPoU3VThNN90zYzCTMt7k/e9Hzw/TH6M/Lgym/GJ6dOpz+Kfr8/pzXXPu81PLlAX1r/kfuX4WvVN6VvHot3i6FL40sr37B8cP6p/qv18uOy6PL0Sv4pdLV6TWLv1y/LXyHr4+nqkL9V38yqAhCsiMBCAL1UA0LkDQOoFgOC5ledtFyR8+UDAbxdIFvqISIdP1B5UBtoEg8Q8wRbjIvBWBAkaLM0sbT9dE30VQyVjPVMzsYP0hLmXZYj1DdsM+0eOBc5lrjUeBC+Wj8BPJ0AUJAqxCrOLsImyi3GL80jwS/JLCUoLy4jKiu2QlpOTV1RQUdRQ0lU2VjFXNVczUTfRMNE01NLX1tLR0FXSk9UXNeAxZDYiGK0bfzWZMn1p1m3eYlFtecwqxTrExs3W2E7ZXsyBy5HRCeeMdIFcEW4od7wHoyeHl/BOGW+JXcI+fL6cfixkkj8xgBTIGsQVLEiRDlENNQlzCadEJO8uiKyIOkstjs6PyY3NisuOP5JQvKc6sTXp1V6wTzpl1/6Tqa8OCKbvPth+CJMplKWQbZDjmBt4OPFIfl710bv5wwWLx5lOyBRaFAUWHzhZVnKztP/Uu9OLZ7BnOc5Jlmudt63wuxBTebCqsLq65mbt47rhix8u/azHXWG7Kn5Nt8H9etSNrMbTTfXNbTe7bvXc7m15cqej9Wpb6d2U9l0dGveI96Y6b96vfXDqYc6jhC6/x+ZPZLvpu2ef3n92qiey16CP1DfRf+156l/2AyKDqMH3L7qH6l8WDMe8chlRe835enV09E372IXxrLe7J5zfaU0Kw1G2NP3XzPX3RR9SPobNkj+RP0fO5czfWJj7qvft3BLpe/FPqeVnqym/NNbX/zb/CsgZVAHaEsOCeY1twOXigwhGNJK0DLSrdNP0QwxDjG+Y3hE/kb4yL7Gssa6wrbH/4ljjXOL6yj3HM8U7wtfPf1/gpmClUI5wmIiVqKQYXuyDeJdEjWS2FEXaUkZGlk52bkef3HX5IoVkRbKSvbKBioKqgBpRbV39s8aIZpdWo3a5Tq5uvJ6PvoWBgiGnEcLovfEzkyum+WbR5k4WKpZslitWb6zv2dTa5tsl2Qc6ODrqO8k7C7iQXLGuy24f3Uc8uj3veNXvPOt9bNchn2Rfqh+F7OvvEeAUaB9kE2xJsQwxC9UMkw0XiGDZTROJiFyN+kH9Gb0Wi44jxgslaOxxSoxOKkxu2TuVQrOfL1UmTfuATbrfwfiMw4cqM9uyhrO/5zIfVjhinxdx9HB+XcGjY++OrxdyFikX250MLTlYeuZU8+nespkzv84xl0uc166wu0CujK06VF0M73PddXOXiJcV6x2vRF3Nu1bX0Hl95MaXJkwzx03JWxq3LVrc7gS2xrSl3E1tP9Bx8F5G56H7mQ+yH+Y+Otx1+PHhJ4e7c5/mPMvqOdSb3pfav/d53F9RA7sHI1/EDCW9PDh87FX5SMPrB6Mv33waB2+JE4Lv5Cd1psyn/WbOvv/0UXk26VPr51/zmgtxXy5/fbfIvmT5PeVHw8/pFe5Vh7XsX53b82+M0EfuQH5GtaMPYRyx4tgF3E18BsGBhptmlPY8XTi9OgOCoZ0xncmCyEDsJR1ltmVhYHnKms1mwg6xN3NEcApxDnHlcOtwf+Ip5TXj/cZXxm/G/1nguKCG4IjQXmF+4VYRb5FV0WIxJbFu8QDxVYljklKSbVKOUlPSqTIiMkOyuTsMdnyTq5L3VKBTaFOMVBJQ6ldOU1FQGVfNU9NW+6ReqmGusah5Xste65d2nY67Llb3hh5Zn6h/1yDSkN+w1yjNWMl42qTE1Ba+d9w2j7KQsnhnWWblYc1q/dymwNbBjmQ3aH/SwdtR2PGD01XnRBdjVwbXYbdK92gPA09az0GvMzuDvRW8V3bd98n39fKT8Fsid/ofC/ANVAxCBQ0G11JSQpxCpcPQYW/Cb0UU746PdI3SoPJGo6JnYwZi2+Pq48sS8vakJsYnhSb77925zy3Fab9Dqn2a/QGHdKeD7hk7DwVkhmZFZ6fkZOYWHC47UpPXePRefl/B6LHPJ1CFEkVexUdP3i9ZOSV72q/sxJnHZ1fLFc4HVJRc6KlCVWvVxNfW1328JHk5pL72ytw1lYb917sbOZrCmjtv8d1OaXnbatXW0i7fcbFT6v7VhwaPhh8ndPM97e053Of0XHQADH4cejf84TV4IzK+a6J2Cj2T+BF8qpgnf9VdUvvpvFq8Mf9b3/s2CkYFgBOHANj4nuNQA0DuRQDE9gDABueednQAOKkDhIApgBY7AGSh/ef8gODEkwBIgAdIAjVgBueXYXBOWQTqQReYAGsQO6QMOULR0AmoGXoN53zSCBdEKqIeMYpkQBog45GXkFNwluaFKkW9gjMxH/QF9CeMCiYV8wzLgw3HtuFIOAquHc+Jj8X3ExQJRYRVGjLNU1p12mo6drpcegR9Ev13hliGJcZEJogpm8hKrCCpkXqZQ1iwLBdYjVmn2DLZpdh7OWI4OThbufy5abiv8XjwInkv8XnCGUGfQJ6grRCT0HPhIhFPUQHRKbGL4tESGpKQZJdUvrQnHJ3zsv07WuQq5QsU9ilSlByVNVT4VCHVMbUW9eMaIZraWvRaI9o1OjG6uno4vT79BoPrhk1Gt4xbTe6Zdpn1mA9ajFpOWy1Yr9ji7FjtRR3UHK2cyM7JLsWurW4zHiRPfa/IneXeAz4EX32/JHKz//dAtaCk4PYQQqhzWEX44m6zyLKouWitmJzY0XilhKN7FpJckx/s005pTbVMm0jPytDOBFl9OVcOn8oryDc7hjx+vzC/OKDE8JR0meBZkXKlCpvKqOrS2ieXQL3qVZsG9xvBTck3T9y+dqe/bamDt9PsQcyjs4+fda/1yPTtfH5k4O4QaZg8cml0dpx7Qm1Sb1r+Pf2HF7NHPu+Ya18w+9L5TWGxZGn5h/3PC8sLqxprKb/ubu4fW/NPhOdfAqgCE+AKQsA+cBzUgU4wCn5AJEgOsoEioKNQA/QSARAScJafhriKeAvn8VbIdGQbcgWljTqA6kazowPRjRg8xhvTiGXEhmGf4KRxebhFvBf+AUGWUESDpImiGad1pn1MZ0jXSq9FfwfOYh8x2jOOwnnqOvE4SZb0lDkCzjybWX3ZaNia2QM5WDkecu7hkuYa5y7iseXF8Xbw7ec3EMAIPBUsFPIVlhVeFekWLROLEjeW4JL4IvlY6rx0ioynrOYOCTl2ebz8qsKc4oTSC+XHKrdVL6qVqB/SoGp6ahlqS+ow6izqDuu16tcbXDVsMGoyvm3SZtpp9ti81+KF5RuraesFmxU7nD2rg5ijupO1s7/LXtcSt5vuwx5rXoI7Lbxjdp316fGDyCr+EQE1gVPBopSQkKuhy+GmEYW7Z6K0qHuj22JRcVbxRQlTiepJR5Kn9xmnVKfSp+05MA3vJ72ZFlkPc8xyu4845I3lpxzjPX63MLCY/mRzqf9pUtmDs3vLVc5/uXC1KrZGqw5zceDyhSvJ17yuqzTSN03cvH77wB2bNva74x01ndQHWo+wXYNPap7u7/Hq03kuMsA0+GjI+eXkq8TXzKPXxpzGVyeqJ92nGWa6PmTOWn5mnHuxcPZryKLKd8SPnuXS1aBfitvzjwQYQLu5A4gDFTgC3EA4OAjOgNtgGF7/gpAFFAtVQIMIGoQRvPI7kDikPfIM8gvKAlWFxqOp6DcYJ3i122AHcGTcT3whQZ0wSXOSVo92hC6Jnp++iyGeUZJxgukM0Y8kQfrO/JCljDWJzZNdj0OKk52LhhvBvcqzzLvKDwSw8A2UR1hWRFvUQSxIfL/ESckbcN49L8u4Q0HOVX6fQoVij9KKioSqu1qBer8ms5a7doXOnJ62/mGDN0aKxjkm42Za5oUWX6zsrC/Z0tqF2T92lHTKcf7gauFW64H3pHg99BbdddBn0s+QXBmADPQPukcRDckInQm3iqiPZIlKoI7FGMVejmdP2LfnY5IbvE5VUqpSOdKOpKMOJmd8yfTIupq9nut0uOrI8lHH/MvHCMcpJx4USRXnnpwrdT11p0z0TD689/uf776gWVlVzVSTWDt10fFSS73olbyrSw3e1x80yjQdbZ6/ZX/78h1Ca2BbazuxI+Be433UA7uHpY8mHks8oXRXPh3v4ey17zvYf/352wHCoNwLhyHqyyPDNa/ujQy8nhpdeLM6Dr3FTmDeYSbB5PLUp+nRmafvmz+Uf8ycjfhk/VlqDjv3Zr55IeuLx1eJr1++tSymLRl9x3zv/JHyU/PnwvKFFY9VwmrjGvkX3a9r6+4b8x8dqKiweXxAtAYAoEfX17+KAoAtAGAtf319pXx9fe08nGyMAHA3bOs/pM2zhhGAs1wbqO/K4r/+y/kfiazUoRVG4s8AAAGdaVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJYTVAgQ29yZSA1LjQuMCI+CiAgIDxyZGY6UkRGIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+CiAgICAgIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiCiAgICAgICAgICAgIHhtbG5zOmV4aWY9Imh0dHA6Ly9ucy5hZG9iZS5jb20vZXhpZi8xLjAvIj4KICAgICAgICAgPGV4aWY6UGl4ZWxYRGltZW5zaW9uPjgyNDwvZXhpZjpQaXhlbFhEaW1lbnNpb24+CiAgICAgICAgIDxleGlmOlBpeGVsWURpbWVuc2lvbj4yMjU8L2V4aWY6UGl4ZWxZRGltZW5zaW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAgPC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4K7gWf5QAAQABJREFUeAHsXQW8VMXbfoFLd8O9dOelu1NCQEHgDyomYqBiJ7af3YWiKDYhIiEl3d3d3d39Pc/sznLusnHO3t1bzPv77Z6aM2fOM3HmzUk1ePDgqy/v+lN2njoiilK5NiLuHc+xPo9tnHNxDlyJfJyy3G12DQIGAYOAQcAgYBAwCBgEDAIGAYNARBBIffny5YhkbDI1CBgEDAIGAYOAQcAgYBAwCBgEDAIJjUBqUEI/0zzPIGAQMAgYBAwCBgGDgEHAIGAQMAhEBAHF4Fy9GpG8TaYGAYOAQcAgYBAwCBgEDAIGAYOAQSBBEUh95coVSZXKOM0kKOrmYQYBg4BBwCBgEDAIGAQMAgYBg0BEEFD2aVfjqcIhe5QzfVrJgZ+hhEMgQ5o0wD0dcE+XcA9Npk9qXCi/DG7fSJoUzp9M3yDlFTspt98saaNU38qM7Y1OmaJc44yTsYb4vdmomlTMkyNFwJc1nas9RBlhYIqoT/MSBgGDQMpHAOP1Ne1N/dj60OakltkrZvl986r5csm+02dl35mznjSftqgtfWtUUMe3j54mf67b5rmW1HfK5coul8HgbTx6IqkXNU75soOZ3N+3h6TH5IN05+gZ8uuazXHSmINrCHQvX1x6VSol5y9dluk791+7kAB7pXNmk5frV5HaBfNI7owZZO3hY/LO3BUyfuvuBHh60nxEUm6/zYoUkCk92irgLkPDnfnjX+T85StJE8gIl6oM2u7a3p0lteU7cfvo6fL7mi0Bn9yiaDTafFW5AvPnV2ctDZg2MS/y60cmjOO/vzpuV6KQjO3aShXzl1WbpNfYmYlZZPNsg4BBwCBgELCBAL5b1xgc7gdibh6sWlYW3tVR6sfki5P1xG27ZdXBo+pc2mQWtOCJWhVl1X23SCNI+MNBPTCRPv3knXL1uXvU7/Kzd8u3N9UPR9Zx8jh94ZIMWLZO1hw6ps6nTXOtHuMkTGEHoeJ75uIlhcSRc+cTFBEyNSvvvUUxV4WyZhZKwxsXLiDjurWWm0sWStCyJKWHJeX2u/nYSflh+QY5deGipMF4Zp3cJyUME6IsFGZ9u2y9DF27VdbqsSbAGN8UbXtS95tkROfmqnivNKgqp564Q0bc6jpOiDI7eUY9fMtW3nerPFO7st/b1kEgMXrTDnU9XRpl9OA3rblgEDAIGAQMAkkDAbcPTvDClMiRVT5sVls4UZy5c1+cG8Zu3i2DVm6Icy65HAzBhzsdTL2+b9tA0liYvVDLvwWTo/FbdskBTAxInBzdG1taCmTOGGqWPu+7BK1Tv8kLZMDSdT6vp9SToeL77LRFUvDLP+WF6YsTFJri2bMqLdtf67ep5+f94g/5bbVL0/Z83dgELUtSelhSbr87TpyW+8fPlhUH3GuDJSXgErgsJ8DkPTxxrnQfNU0JVAI9nuPnD+0aSsti0TJtx175aMEqWbT3kGROl1YKZc0U6NZEu0aBAylPpvR+y7Dl+Cl5aspCv9fNBYOAQcAgYBBIegjEMVELVLwnoemgOdT3y9fLwQBS8PyYyL/fpKZUL5BbMQzLDxyVzxatlq0nTsXJ/vHqFaRD6cJSCiYQ0VkyycEz52Ts5p3y5JQFcsotbdc33B9bRloXj1ZaluzwN9mOvMiU7Dt1Rhr89q9OpraV8+aUtxpVl+r5c0s0Pqq7T56WWbsOyPPTFwknLt40BR/iJfsOobx55I6KJWUwTBDiQ/PxQe8ycqoM7dRUupYrLlvB8BQHc3h35VLy7ryVnqwrwSziuzYNJD0kgsswkeJ7NStSUKgBm7lrn/SZMEd2nTzjSc+dsrmySb+aFSUW73gRth+LUO7TXlgx3XfQGNUA/qQ5uw/IB5hovApJKvNn/Uzevkc6j5ginGSSgmHWsFA++bh5bQ8DuHT/ETUB5L1pU6eS8dBGaD8g1l2rPyfIBZj2OKk35mWH7OKr8/qgaU1pXrSgPpQ35yyXkRtd0ljPSew4xcx6b6D9MWjTrYdMkP+27REdrJDMzu1oa8WyZ/F5KyeK7aHdqV0wL8zYdqn26zNhhE4+DnPTjuibJXP475s3Qvu1wtumeIy8AZ8SLQThmPL45PlyD/r1I9XLq6T9Zy6RcVt2q3b/ULWy6tzhs+el9dCJ1qyC9rdi2bLIbx0aSwaMtxSQUPOXFUzCP2i3meEL0hLmX6cuXpSXZyyBMGW37bQDoInRFKzP63ROtnWj8woFYUfwzi0xBrC9p8N49nvHJrLfLfBxkh/TPlKtnBIQMa8PMY6xT9TE2EZrg+UYN8lEbQUDQnqpXqx0LlNU7fNv+Prt8s68FfJsnUrSDWMxddw0mWM9zdq1X+qgvM3cY0P53DmkQ8nCnntpsrbuyHHPsd4pgroZCe1UE2iqWDfTdrjGamq6rFQD3x9qr2Lz5ZT8mTLKNpRx/t6D6tl6XA+lD1mfYfYNAgYBg4BBwD8CUXYCDOTJkF56VSylcvlrw3b/ueHKe01r4eNzLUkT2LNzEtDpr8kyDRN3Uj74IXzSsrbav4iJ8FEwTGRGetMEDpP2gTAP0XRv5dIyENqVC1iQdN6eg+oj1QgfF1LODHGd61tDckhb6Sh8VK9g8r4DjFAxSNB7VMiiJozVfxolND/xJtqTk8HpDz+J+DI4qlxgVjqWKoKP2km5Y8wMmX1HezXpeQ8MDj/UpExwwqXtdzak5bOt1A4f2ufqVJZH/5vvOc0J77BOzSSjxemZ2PqiGGBZDh9sPqMkGMhbSheVQtkye5J2QNkq4NkrYFZoB7NcqP8q8L0iU0myMqBp4LNFLQWZOBKZTqW1clBv6kYHf3R2Doavzo4TEr5rhiiXszgZal/kBDNf9/s7RwZ0EpgbK93inoRN3Br3vE7DSdrQW5qpwxcxaSvz3V+yyUe75eSxEphdtvNDmFRq4iQ8CybCx89f1Kdsb/NlyiCftqyj0rPP+eubKb39egNGnGthck26hDGLfYdEn6pqmMyyzXOSTAanMPqatc1lBKNyFr5fJDv9LQpCgzLwDcyDurBSN5i/aqKw6YNmtZQAw25ajm0sh50y+Bon9bP9bWkuexG+SrkyppfP0IY43u3GeHAbBD6hUl5goMfHPzo2jZNNQ5gV3wW/ug7D/5NpsCqgljwW4xTHf9IMt69dXtRRDfcYe+7SJcmB78Z9EJrpds60rcHA8qeJ71Lxh7/1oWdLkzYrdSxdRNaDEaKGWBPNaH/t0ES1CfafTcdOSCkIC8pjHLqtbDFp8OtY1X6c9iGdv9kaBAwCBgGDQHAE8F22cCN+0nNQ58Sag/W07Xv9pLp2+uMFq6XEN8OlyqB/ZArSZ4VD/A/tGgijJpEOnD0nT/y3QGkRcnz6m+SH6VAvMAKkrvgAWElP4qn9aPL7OGmMHyXiJzF5o8O4JmoSaGbGj9s/G7dLNPIsPmC4lBwwTNmOk5H43D1x0/fo7djNu9QumYE8+DjHl3pUKKG0Xb/CFIkalJUHjyhGw6pJWABNj/UD+jY0C9k/+VXaDXNJe2/FJFfXTDZIbwdC28M6GAUpbvmBI9R7DVpxjRG0lrk9PvjZkBeJmiEyjy/BNCvmqz/l5uGT5EFoh1ZigmYXs1Gbdsrrs5ap/F6HwzDrgZOknxGVjIxBiW+Hy2T3JL75n+PlHCbGdutNZerwzw6+Okua1mT86BcVhEGf87W1i5mve52co5T4drQP0o8rN/q8lVJwTeyfZC696ZnaleTQYz1l8d0d5SC2m/vcJn9gUkVN1NYHb5PF8JULhQ5Ak9oPjPWtIyZLoL6Z0tuvFbtWaOsMEkGiNjrf53/IPf/OUsfUKvQeN1vt6z861bPNzYaWwEp2+9v6IyekyDdD1a00deVY9sXiNep4OzQBxXBtPoQ9WTAunEdfs5u2CBgvu2Wwltvu/tHzF+SrJWtV8kehBdz5cDeZ8r82Ugd+aKHSa7OXyRPQlGkag7Goy99TYDY3R1ZjDCMGg2AWR004BUIvzXCZoG4A0/EUrAFIz4D5oJae1GvMTPkTZskj8Y14ZupCYdAAEk3pnpu20PN7eqrrXnXR668/NGfZPvlFlYOXrFqj3BAGfd26nmJuOD7HfDVEYvEd5BhJ026W9yeMmyQnfUjdYP4MAgYBg4BBwDYCtjQ4JXK4TGkY/UmZNemZt4/H8MPyND4UiqAsuWfsLNn60G1Kwl8NE7W5UNNTvnYcH8PHapaXz1rVkSxp08LUyiVtptmAlbQvC82dKM2jKdu+02eEH6ANmAhoovS0MKT1JErfaB6m6RAYKhIlfiy61qKok/ijKcJp2JrTVpwRrw6dPagvhbSlVJE0CRJ6SsRHbtgBs5Rc8kCVsjAPu55BpBnd67OXKrMzSoDp1EoNDJkHmjM0gIlYQZjxUaJ+z78z5ci5Cyr/PuPnQDNVWJmdqRM+/ihRvRPM45B1W9XVPadczBwPnGA2Ck62bzepIW0QUYiTjtcaVhMyvqzHZ6YuUmWkOd7awy6zDrv1xnLQDKVAlozc9UmL9h6Wf9xOvkzgFF+fmQY4GQgz3ua0vPpR9dC2h8B0kY7r78xdDlPEuBNgnY5mbTQJzQeJNB27x8Gny0qczL0JM0xG/6OpTWGYMJEpsjJG1kmh9d5g+7pvPl6zgpLCB+qbOq+U2H71u3H7T5eW6pCT6m+WXjPzsqaxs++kv+n8NsBUai+YHJpCkWmYhIAu22FqS6EJx0oKMERcprd20jopg/c4qcsUaPsEmIrZu/fL4zClbYDxgSZgc++8WZlmvY3IgfGhTcCiw1//ebKgBnTjA11c3xZo0ajh/2rJOhUwgFqt28oVk6HrtgmjoFELxEA4w2EeSiKGZE5bonx3Yrxmmd+fv0pdC/RHH8D/Q9+9gkQjYM1AhpOCMTI2hyEAZJ3kwP5mlPWhCXOVqS7zowlbT0Sf29Knq9L48btAYYKmYH1IpzNbg4BBwCBgELCHQBQX+gz2IaOZF2nvqbh2xr4ewcmZlXaeOi1L9x9WJgL86JDB4eTsBZjekC5gAr760FGPOQZNPaz0BSSCZFaKwl/hIUyErUSpW9M/xik/FDImml6o55K26mO9pX8L8+fE0Jv4ASrpZnDm4kMZKpXPnV1qu5m06be3i5PNLWWKSF5oiA5azImYYPG+w4q50Ylp/00GJ5Vbh8NQ1iR+oDVzw2Mym5z83g1zMH9EPx3N3HincYLZKky0+XGvBWks79OMKBksanhoAkYfKk12643pn6tb2cOc6vutW2rkNIMTCr7WvOzsB8KM9zspr34ezRFH39ZSaeGGY9L1EqTA/mg1sI6G5JcSd+1fYE3LcLbthk2COedBOYloeqT8mDDRPyEbtKXUmnJSHAq91Zh909V/qCEN1Dd1/imx/ep3s27rx+RHUI/1QcdL6z3WfSf9zXof9y/TeQSk/Qg5bpLijpbqVMC0Tsrga5x0PcH3P7VDZTFW0feFv5JguumHwvDsjFb5/vyVccY537n4P0vttZVoRrcK3w4KjxjOmgwOTULJuLwL37sX0Y6Hoa/R9Jj05pxlIdedfu5CfL9cyLvOcKzmt0l/tjS+HEPoh2glCqvoP0ozWfpCWhmcYH3Imo/ZNwgYBAwCBoHgCMCiK7XPj6T1Vu1YS3+ZYETnfitlxsSXHz3SAaydww/yg24H3BemLZZPYPLBDwHPH368p3KyZ1pNBfEheBYaoVOYyFFCnRsMAvOjWUBNTLYpnRu2fpvS7Oh7aIbFMLRWok/ONnxc/H20NcuTNp5hQO+u5GI2JmGNEzqWaqobk1d9iO8CM8IPsBPSvhTU4rAurO+ggwk4yU+npTZMkx3MOMHoh4nKB81qKkZxL+zr6XvzGCTLJG3qx3279ca0dJT253DP69qWnvuRwJf5OiEn5WW+ZG6mYl0V+mvQTKXX2BkBJ1qs446lCitGeRzMJ2f40PQwOIaV9qMuR1sYTOs1u/uuvukSIjwPs55PFgbum3bzTY7t1/puPUZNk89a1FFBSNjmrf4W1nR0JtfEBSG927TT/qbzCuc2kmVgsIVPgFMfRKD7Dn6UZED6TpqrGBy2fY7fNL8LlbQfjb6faynRt4VkDf9OM7mnYcJJ085PsEZbXWiSaM5GwYI/yuT20fN33e75PWgfJKs2Vd/LiG06miYtBgwZBAwCBgGDQOQQiLKT9RY4y5OoVg9GjC7TpliMjIcpBSdMlHYrW3FIgymlUquXQ4VPYohmMjf8UL0MaVtOnOfaE1Z6Ch8qanB6YpLxpdu+m9cX9uqgGBxdJvqU0LSIDAojBL0Pnx3NjpWAhO3+KmUU80R7bF/ECTnJypT4ShfoHCemjMRGJ2QGF7BK6GjHPxHrQ/RGOZwyONSAkcjgMFIQmUJK7umvROllqOQUM0ZxIoPTCUEL+I6cBA++ubHcjMk4w4fTjEaT3Xpj+gfgE2SHIoWvnWdb09gtL+9hRKyJ3W5S5pUMnXsz/KPo6E2TSzqiM2qgN3UpWxSmbM3UaQabKAufK0qKI02M2sU+SLLTN+2WJzm2X+u7sd3TPGoamNRnUB+7IYn/zO0Tw3THYKZJalMiRvmAULN6D0LDx8B00EpO+5v13nDtR7IMjPRGGgA/MAaCocaZ4x6J4zo1wPGhxoXzS18wUT/Db4a+kv2hHaJfIseiJe4xUj0LY9FHC1fJO4jmSVM5EqMn6u+BOuH+O+P24+Q3QxO/R4y6xuieb8AcVwu/9PVA24WwKuDisAxIwXXjdOQ6jl1k/vgtZEQ5X5rZQPmaawYBg4BBwCDgDAHF4Piw2IqTy0b4qJAqKLOp631Yupcv5pHi0yl6bNeWyuaY+dLBnfTm7OUquAD3tY/J8ns7yWYwT/y46Mg3/ACMhSnP6/iw0AlTm6z93rGpkgTyo0nzLWpvGAGOoTdJdHBlSFCaRKgPG7QKNDVjKM7Sbg0SgyT4YnC4RgP9b0ibj4b2EWYeg+E8qt+X+++iPNMRyacTopb1rVFe5U8zvXGI9EYH2K9b11fnGHzgQ0REehpOr+/DtILhnEl/ILwqw0UvRThUhhbuAobmdZj3PYtJFm3IOUHWxFXDTyDwAplIOrlmTOsK6ECN2uT/3aSS0cyFz9ARoJxiRn8PYshJ8AJgy3DLmqlk6GkGF9Bkt950+mBbp/h2hiMyNUsML07SZpYMgdwWE1HSJtQ18SUTYhczdaODv48hQdZtoiokyht6d1F363U3fDE4Vsk/+xP7R0IwOGS8dN9cgcVJGf3JX99k+OMf2jZU75LS2m9RmAZ+3rKuJ/IWX3IR+hXbO8N7UytAc9MvF68VRpVchsk1J7WM4LWn7/8gfLgYR4I/snML5Tu3Bya+dsYomnJpR3SGRP4eAUZGwwyURAGJZhh5zHZ7zB0tL1havlPXf6baKoMeJ7vBj6UPJuokHYGQIed7VSqpzk3etlf+D+McSYeCZpuloEcTmcNnMe4wtH18iPl+0aqu+lnzYbQ2Ymsl1g21ONQc0SdzmNsH0ZqG++vhM0jfRmp5GKiDIa6r5c+l/OT4ffl80RrlH8ggLyT6IL4NM06amDJ0vl70ehiiHj4An0j20/dQfzSP+waMXndEVKPWjL5PjMRHegTrChEJmvDZ7UM0WzVkEDAIGAQMAvYRsKXBWXHwmAq7XAASLYZEXXLApVHQj6mUJ6dnAskoa2Xhh6IndXQ2J7OiJVm8h4EH3mlaQ63ozvxo6z8YC4UyvCpDdfIjMmjFRsXgHHKbUVFDwPP8cTIxF9HJvocZBCcemt7EcygpZMQjlpWRyEiclHMlbqvUVd/D7a3QSJB2gWlgyN1QiJP+utHXQoi2wFoVQ/FRJYNTNnc2aWoJ6cxgB5yw14PZGolMXSOcI/Eaj0k0P6OGajX270XUJtqXc+JAZozMDSejNAOhHwxNIniOksEWxQp6QjoznGxzlIVE3KgF0gwOzznBjJLpvzGhuxfahwkwweMigNRKtEKdjdromoAxT5KTenPdEfjfKb4MzVsTjsX63XXuDJetQ2bHZHEx7gxr6wQznZedLdutJjof57AoQeko7os4mX0U60SxnFzrwzvIgK97wnXu7rEzlf9CY0jgA/VNMrAptf1yUkxtDMOic3KqozVq01BOtJtCCKHrhQtBPgiH8kchxCCTw2AoHJ+KQ3PMcYhabbZfTsLt9Dem5fhBom/bTehf32INGwoTGEiFQhLN8FKDe9WtYwiWlvVJZ3g7ZdDtif5/3n2IZqk6LLw2P2R6mqUxJPolMDIUqlCo0Oi3sRBCHdLZxWvLSHIUsnFczIzANOuOHFNMpnVZAf0AhrKnuRjrkr43vrQ3TMvAALcgYiAZDY6h/JHhmQBzz6+xiDKFQDR10z6HDOrA+iQ1w5jOUM+kBvDP4ljNenll5lKEyz+rArGwnWhi4AEKNOizSGI7cdKHdD5maxAwCBgEDALBEUj1008/Xe2/e4jsPHVE6sfWh7Nkapm9YhbupIHZtc2vMEXqXr6EfDB/hbyIhdKukTvdtRPq1oKwR8c8QPYEcHZmmjyZM6iJuj/pXlas50FTAdpux2DLjwKZEKuzvfXR3GeJimIiQCk5P3IMjhBIdkjTE4Y1ZphQO5F0vJ+XkMdZ8EGlDxLXl/BeXC4+5bCLGRf05EeZfjFkuGhTzgnAFGhwrHUYSr3Fp/wp7V7WBx2Rw1nHTjCiySbXYSETba1XJ3n4Sptc2q+vsts5R6aGGhzrukS+7rPb33zdG65zkSzDSmgACyIyYh6E1I4v9UNEP5p33QWz358Rep/EaH/+mBZe58Ks47AAMaMQVvrh74BpmZ7EQB0ZwVDuRmCccLV5RjjkGLkVlgrB2oSrFObfIGAQMAgYBMKBQKqff/756ks7/1AMjsqQXz3rjvuY0auW3XOLHEOI4mIDhspZjzmS5wZ9o4c3unYi6e7RhI3mOAxiwPUktD190i2xKZlBwCBgEEjaCCy7p5Mw0EKlQSPjVVCuAfZ/CE/PAAYfwPSLZoJ00F8OU2VvygzhTyzMwKhh+xRmhPSD+QgBXV7EGmDeEc287zXHBgGDgEHAIJCyEIi67GFUAr8Y1zcZsHStPAzTmQ7wKRm6fmvgG5LJVTqT8oPIaD+GuUkmlWaKaRAwCCRpBNojjDmd/+NLn0Jzw4ANJAZ44I9U5OuhshPrh1npCQQUeBP+MVZisJPN8CWLz/pF1vzMvkHAIGAQMAgkDwSi0sDO3K7K5akpC9XimjRbSSnEtRO6jpyi1m1IKe9k3sMgYBAwCCQmAjShDQcNXL7+OkaGi0IzXLc3/Y31sqKwFg8FVpq4PADDuhsyCBgEDAIGgRsLAeWD8/KuIbLrtNvh2fNtcO94ji3AxDkX58CVyMcpy91m1yBgEDAIGAQMAgYBg4BBwCBgEDAIRAQBrPOJhT4NQxIRcE2mBgGDgEHAIGAQMAgYBAwCBgGDQMIikJo+ONDiGzIIGAQMAgYBg4BBwCBgEDAIGAQMAskeASxnYdQ3yb4WzQsYBAwCBgGDgEHAIGAQMAgYBAwCCgHF4KSCY6Yhg4BBwCBgEDAIGAQMAgYBg4BBwCCQ3BGIusJQnknYRo0LRkZh8VEunncpCZczuTeEpFb+DIjulzEqjVqgNZzhu9NAY8nFSpmnXpk+0u+eCe+RXkUrRFfDw8L5PpEuu8nfIGAQMAgYBAwCBgGDQHJDAGuxpUoU/oY6o4q5c8hGrFFw/rLv9RLalSgkY7u2Upj+smqT9Bo7M1ngWypHVulTtaw0LlxASmB/87GT8snC1TJkXfzWDsqePq30r19V2gKX/JkzyLbjp+Rn4PLVknUhT9bTQnv3Zat6wrytdOnKVbVI3tID7uh61osh7lfLl0v2nj4r+/ALRCzL/r49JD0YA9Kdo2fIr2tcK5gHui/Qte5Y76h//SpSDgvWpkFgjQvwPXt33kp5ddbSQLfF+1qZnNlkbe/OAlWpJ6/bR0+X39ds8Rxbd1S/wOKzG4/67xfW9JHaJ1NWHv0zP1Zh3431Rlhn0VkySTjbQ6TKbjffX29uLI0K55fvlq2Xt+eusHubz3SlUc8vo33VLphHcmfMIGsRSv8d5Dl+q+8QxWyPfWuUl7K5ssuivYfk9dlLZT623hSpfL2fE87jSL2b3TI6wcxJWrvP1+kihUM5tBkKZzhGGDIIGAQMAgYB3wgoBscy9/KkuqNCCfm+bQNhlDWSixG6KgfPnJMtYEoGrtgov6zepCTSnpsc7NSLziez7mgnr8xcKm/NXe7zTq63M3rTDrWwaLo0rnL4TJiETnL17rl33ix5MmUQrsHAiXSd6LzyZ6em+ChdCXm9Hb79P51bSpMiBVS+e06ekRoF8qhf8exZ5YkpC0JCgZOxB8CM+aL5WCMoXBPah6uVk69a15Pb/p4if23Y7utxnnOnL1ySAcvWSatiMVIBk/20aa4xB55EDnYqIY/fOjRWjM0BTNS3gjGMwWTdm6lzkKXtpGQMvsUEOneG9FIZq6yX5/u4+5SvTOrF5JPZd7SX/jOW+O0Xvu4L57kHqpSRd5rUlFwZ01+Xbdnv/pINKWBi1aZ4jNxesaR6v2r5c1/3nk5OkKmZ0bOdYshPQdPM1krhBn8dhk+SMZt3xcmuc5mi8nvHJh6mt23JQlK/UD6p/8sYWYMFlTVFKl+dfyS2kXo3u2V1gpmTtHafr9NFEocnalWUuyuXkpZ/TpCZu/brR5qtQcAgYBAwCFgQ8BtFbQu0Dn9v2CHHzp1Xyefu3q8G04xRUVKvUH4Z1K6h0iZY8nK0SwkxKU+m6ydROqMtmIhycdHkRGRqhkJT8/h/8yT/F39Izk9/l19Xu7QP91YuE/KrVIH2g8zN2YuXpAwmmYW/GSodh/+n8nu4ejmYQMWPAZy2Y69UGTTS86vw/QhohtaGXF7rjSWhxfq4eW05g7LP2LnPesnnPk0R+01eIAOWrvN53elJTjSptRm7eacU+PJPqYuJJPHjMyJNJzDhfXjiXOk+appi2oI9z06/CJZHfK53LFVYvm3TQDKlTSND1m6Rl6Yvlglbrk3QC0Cjk9wpHdrCZy3rhO01KGCgtvGv9dukINpXXvT739x9/vm6sdc95/WG1RRz8+CEOZL6vR+VBik7zCafqVM5TtpI5RvnIWE+iNS72S2mE8ycpLX7fJ0ukjgMWbtV0sHklQJImtwaMggYBAwCBoHrEYhKg4HSVyS1OZDez9kzXf7u3ELaQ8LYe/wcWX/kuHAa/XKDqvIKfg9C8v/GnOXyYr3Kcmvpop7cR4Axemf+Cnm2diXpWq6YkmjC4klpa2ZB4kSNRtOiBVV6msF0KFnYcy/V7uvwHG8qki2LjOzcXJpgskpzn2k79kkfTBC8zZ1qQBrLssXmyyn5M2VUZlzz9x6U/jOXyC5oPUiU6H+HSRyZgmUwweLkolmRgkqyPnOXK1+d1rscwY5pbPfIpHlxkk2CmcodkBbHJ5YDTYVIB8+eUyZv3J+0bY/S5vBjlzVdWjl/1sWM8ppT2g9Nw4qDR53eZiv9U2gHnADSFOignzKWzZVN+tWsKLHQclxEY1m075CcBkPki6gJeatRdamOuo7OmkmZUM3adUCen75Idpw47bmlPrQhPaGJbIAtqSAw/LJVXbVPZutNtF0yIJoer1FBOpYuLCVzZFPmWNRWkil6EtqxU+6y3APJ6SPVy6tb2KbGYZX0+2PLyEPVXFqww3i/1kMn6ixtb7OkjVL9opnDfmH7ATYTdoPpFOlrmD0+NdUlXPg/NOdhnZrJbejLGVFOK9mpi0egvbs3trTS9n64YBXMuPJKzQK51bizHP3vI5yjVi2hqF+tClIGZj5k4HVdxufZY9BGWg+ZIP+hP9LHikRmhxqiYtmzuE64/4lXJfx2oZ1Ss0eimWRvaM1o0nT/uNkec9NI5esuStg3kXo3XVBO5vktYvsZv3WXsM97kxPMnKTVz7FThkjjMAXCqCUYH6tDg8/vymCYKRsyCBgEDAIGgbgIuGcr+rMc96KvI07g/4D/AJmIfJgw0hm8ABiJWGgYotymNzPdH548MH+iGRXp3KVLkiNDOrkPk8FPWtZW5/jXGqYi/Glac+iYVPzhb33o2dJ0x0odSxdRDNez0xZ5TvcoX1x+7eAy/TgKzdMmmNKVwmSVZkG3lS0mDX4dqybxmTBJq4hz2cDY8CNhpXZgtp6DJPXR/+ZbT4e0Tyd5fpD7AyvSBD/2+HYynweG8zICQpDRuw+TxYlb98jjNSsoZm89zFoO+WEc7OTNNN3Ll1ATB5olbQCDyQnuT2H4cOZBfndXKqWKMRyTPl9EjDiBtk6eqa3yRa2LRSu/LLY1ast2nDiFSWRW6VEhi8K6+k+jPAwgzUSsE1jWtbW+/4QkdPH+w+ox+WBS+Klbqk+zQrYfMk+9wcQvxGRi4PINKh1N+mjSRCabzDkZnMLZMitTugzQbpJY72cvXVb7dv/YL/TzeY/dfmE3f7vptPkcmX6aW+rAHneNnaHMRa0aOLt1kRfYatz/6Ng0TlEaQht8F9pHB2gjp9nQ7sW5OYQDmibSj20n2g394qztI4Ts1C1kxClssNItaHsk9lMrFUP/JU23vCuFNBQelVM+TxlkzymXj1qk8rWWJ5z7kXo3XUb256G3NFOHL9aLVZrsTbA0sJITzJyk1c+wU4ZI48Cy0IePfYp+hYbB0bVjtgYBg4BB4BoCUVzo0wnRvONeTMZIlEKew/2PwdRn56nT8m6TWmpy/PRUl+nPs5CoNy9aQA3Ed42ZJcM2bJOiWTPDpyK18ke4s1JJ5WA7bP1WTxFWBtAi0C/hs8WrlW/GX7c2F35sNINDH4ev4ePBieegFRukL7QonGTSpGYo/F8aQfPzU/tGwgnwAjjzkona+XB39dy3Icl/f/5KaQA7+H+7tpZbke9jYHDss32e4sfZGd2lpbTAhJy0ApLqzxatiXPdyQEjbz0Ks7evW9eHaUJDz61XMcmnCVSoRCZBUyHUTRqomWpBQvpj+7zKB+NjTALjQw1i8ivGhQzD1O17r8sqGzRPA6FNI3MzauMOeQ4MKxmMl/Dh1u1M38SACDTLIHPzz8bt0gdaxf3QspSAlHzMba0UI/s5mJT2btO9V6BhobkgJeNPQov0I/zGvoVvD+kM2oa1rR1APv1Q59sx8SUjyrZzJ6SjP8MRvSuYY83gUANxBMzkDzDR1EQJPH+zbm+HNpRfn3a0HYn3Yb+gButOTPjpeG63Xzh6UJDE/23fI90gKLgPGoUOMFfj8Tow0DS5+tltdsUsnNTFa7OXqchxn7RwmYWN2bRTfly5UQXKeKRaeamId6bJa3mYRfoLOBKk2LYvv9+spmRBm3towlzUsW8Noe3M/CSkRvp2aA5JfE8rkWkmUTtoJR6XgysQAzloBsd6nfuRytf7OaEeR+rddHkYsEUTrQ5otuvN4OjrehsIM51Gb+2ktVOGSOPA8o6FX9eHMPstieAWFCLFV8ClMTBbg4BBwCCQUhDAXNGe78aAm+oJI2vRPCAzQjeTvrb4SHy9ZL08XauyMv2gtmQopPXtihdSzM0qMC3DwdyQtiMi04cLV0lLmISRwZkN3573569S1wL90Sfo/xCMgBqkEXBS3w6TFg7uZGwOY/JMs7cc2N8MEzdOXi4w/DWI0tGeiFq1pU9XJXmnpJ6TWU2MEMUIRjSLojSegQ0oSY3BRCRUMzWd9weYDF9COW5C1DNquPhBorlTqESNgTfxQ8+PLs0WQiFOrD5btFpmQ+tGcyyaur0J8y9qLt6ArwA1OWRiQ6USOVwSa2rmtDbAmheZyoKY1JGpueffmXLk3AV1mcxLe0wUtWkeT/L9C7sl4Myvq9ucitcOwXSPRI0ArdLJtpGJITNLkxHSJrQNX5GqeI294DiYSGrF6J+RJW1amMi5zNfYtiJN2yEsIPPUsij7RSnb/SLc5foemipOsp+qVUlpaHtWcDni06eAk6pbR0xW9ei0LnQ5WQcd/vpPHyoNx8YHukhxtGFqxqipjBQ1Qtvg+yyGRu43ROUrmMVl9hnO59VDWxkCgQp9vt7BeOXtBK59JqyCBT5fhyzX173LFKl8vZ8Tn2Nd9nC/my4TTcqehIM9LQfWov+Ps/iG6TTWbTDMQklrpwyRxoHlphn3aZjXZsZ4zUhwh85Grt9YcTL7BgGDgEEguSCgGByLEN9vuRsWKoBw0lcVc7D8wGH5DhMhV+hel5Mj1f0fgXFh9KUXYD4wDAzOy/VdDrZvQUNyTU/g9xEBLyyEH42LZXElo69OUUjuMb9XxEGeRN8NzdyoE/gjo0LJfCmk4YTZyuAs3ndYMTc6LfMlg5NKTZP12dC21ATw16lUERnZpYUyxXkGfg16MuMkV4YbfhQ+IhcRUrsjJoj0ZaLd/seQin8AqTQlxaHky3qxOtuTKaBWrBcm2fx4lkdY5fhEUuPElbTXbXajDix/DHlKIhOsmRsekxniBObuyqV5qEjXMQ9eqFfFddLrnyZW1OI5xeKtxtU9eZ4HBqsPHVWR8Jg987tRiJMz9ldqNavmzwV/tZzSElpI+ubcDI1OO5gTjoIGJtS6oJbOSgyhvgpYV86bS9jGI8ng0A+IlBsSb2pzdRS9Vni/fX3/J6W+He7xtbKW0e4+zV5H39ZSaSOHr9smL0Hj7E3aZzAnhDFWyuU+1tet1yKVr/UZ4djXZQ/3u+myrQZTE/3VEJjpZg7qs2UHM52vk7R2yhBpHHS5+ZySbgZnbgQFA/p5ZmsQMAgYBJITAmqhT19BBrxfohJMumgnrsjPfE85JkPyS9MBRs2qC7+Z1dTegNnxR5ncfgv+rts9v+fUGZXUakKg72VkKh39iVKvhKZ/t+xU/iL0bymVMytwjLt+ASeVjF5VG9LfcZCSz/AR+pORwEjLwFzqtTU+hcnby/AnYL40bfJmROzk6wsLai6otWFgAL0Wja90ds5paeZFt0bN+57j5131QS0O01oZkxpwRLeS1aznZoTfZThpK1FyvA2MrDUP63V/+2zOD8IRnvQ8mDv6ZpBJ5vnDj/f0G9aZQSw00V/F26FcXwtl66Rf0ARPP5th1a2hhp0+e+uDXeGndkSZ+S0C888ffbHol/U6NHtkdMjghFoX2idPl4tMBv3kSEegiY0k0TeKRJ8t/jTRFy9dmkvQIlpFKPqqvS0nyVN7tFVr4MyEf00v+Cz5EurocYohijVxMWNqxChA0pNjfS1S+er8w9l2IvVuuqx2xzO7mDFfJ2mZ3k4ZIo0Dy0HS7YumrYYMAgYBg4BBIC4CamTkhzUcxEhTHy9ymZvR1If01pwVcTQv+jnUFJC0+RD3OdmhVuJVOOX74aGYzCcthCkSnfDpP8Lobpr4QaLtP+3uGSks0tGaGNnrUUTZygumQ1P3ciVcWgWUzxrlS1/vUraojEC0OoaUndazbRzpuE6jTbBoPsR3InFfS6F9TQ7t5Mv7i0IiaiWa8dDJnO2CpmDxIUroSTQN9EVL3U7+ZHBeguaPkz0S/V4o1bcSfWaowSKx3dDhnY7p/DHYQJsSMQp76z129jNg4qulzgzBSuaGuLzftKbnvDUf+kOR+DwyNqR7oB2IgQ9TfMlpv2CQj8HQRryLsvJHP6r4UD4sIMtAGzowhM6rtFvTRjM+Uqh10RgLa/ZF/6DvFX2nPkXfpP8VTTmXuNuCfma4tww53xCBRvSv28ip6hHzdh+QGvDN89b82n0+ncondrtJGEyB4dbbDpukfLgYXY+CHivRPI5rMdHvqK7b9LFXxVLK/4pR2Kw+SJHKV5cn3G0nUu+my2tnPHOCmZO0TsoQaRx0WRgVksQFnw0ZBAwCBgGDQFwEMD/zzUo0wUTkBUy4qVUgcaFETqLpKP4OHPL90VeL18nTcOhmtClOjq2O0tZ7GPmLfhfU8mzuc5ty3K4GkxjarnNi/Tm0EwVgI08HdFIb+LG8DTMimn1w0sAQwKRhiKrzAPw1aFr2Hsr1IkyXvrmpPqKCFVdSZkpGGZaV9Aic8cnKcV2WH9yO+s3h8/Bhs1ryNEzHOKFluGjSH1iIj2GoaZLghBgu+P4qZcFU1VbSb4airgqmhzR03TY18fHOT0vfeZ71wck738dKM3ful8PwM+Ekel3vzjIXkzJG2iJeyzAxpA+HN9nJl5PjTgjxTU0bNUAMoa3LyzC21jDK3vnbOabkn0RJKVuaNyvNZzKkbhcwNNQQPIsIdnwXLvCpiVqqE9D0cIHQd+atUBH8aArJsM40zWCZ9QScwQyecUfWI5PE1eI1Do9in0wJiU65nODSFI4BBbTv1Yp7b1HR91gHDGZAInM8FqZHr8NZnj49xJvMNP2q9sC06SS0glbN4Ugwq/QnorN4t3LFpI+b4aaJJIkMfC/4n5Emb9sr/4d30mSnXxx1Mxm8h5NkrWVjIAvvaF46X7tbvkvujK41NhggY9vxk8qviRpE9su/3Yu0sgxO6kI/n+37C4Tq5s9K781b6de53pouPvu7oeXlj/QixrZOiMRIqggzPEZT8w7vri7a+PsYfV07lldFm9jQu4u6S6/xZfW7o6/fIJiTUpjxNwKlTMZ4ymAppAHusNHqAH+RylfnH+62E6l30+XV/ZjH/sZJJ5g5SeukDJHGgWUpBB9RmhCTNh91CZHUgfkzCBgEDAIGAYWAXwanMCbSTRGqVwchqJLPNUk/5WUW5I0jtThU0ZPBoS2/P6OPw+fPw2F5iopGxckhf2R4JsCRlMELOIGiqZt28KZGgWvgkJqhXAz1TGKULmoHyBC8MnOp7MOk8jU4RDd1MypMw8ADnGTQtIZESWu9GBfjxskrnY9JdFDnMYnmUcx3tTqy//cBAiaUhbS7bnQ+T9l5N0NrPzRxjs+MRqNcj1avIIWgSeG6IL6cZxlIodvIafAdaKh8ifRkmdLCnqOmh5wvFyGth7JSoswfiRNZrllDpi++xLV1aDpWABoaard0WGZrvvf+O0utecM1HfjRJnNDhoPaHwYaYNvgOTI4b4LJ4GrxLyPKGvNkxDsSGZuh0L58tniNJ+uSMAfUpn08yfT8kZieph2X3JrEu8fOVBoQpqezO/1wBq/coEJAk5Ekgz0IUdjI4HAB2gcRyIIME5kcticynMWhkWD+bKfUCJHBoY9R86KuSHrqwfijX5L2TdImevoa6/kWOPKTAffXL3RabvW6Odwnw+HNQPK8E9p/+pzquwwowvrQxMhxL85YjKhq14JZOKkLnc8XqJ8KEDqwf2VGIId1R47Jl4vXeqLU6XSR3vL5WniTFdo6a6h6p8/mmkqaGOgkh0VZuRLmft7E6H70N+oMBpxr5bB/vIYofAyeYqVI5aufEe62w3wj9W7M28446QQzJ2n5fJKdMjBdJHFg/nrdOUYypfbakEHAIGAQMAjERSDVTz/9dLX/7iEI8+z+EHsUOu4dz7Hlxjjn4hzITcWjZVy31irKTeVBI/0yOJbcsCBnBqwdEgXp6uk4Dv/WNE73yaDR72YrJNCJEUKT5h/USKXDJJphdhnOOBARRQZA8LbB976HYbrp+M+JNKXrG+HP44+J5L128yUzx8k4J8h0sLc6/HuXwenxH1ib6H8Im/seJuDPT1/s93YudknmkFL2YDjwvYrCNIhScjLUDGIQ38k9C0azjzzAggwWJbHBiEwNtR6RaGN2+sV0mDSSKWN0snIDRzj2P/J+v1pYW4MRBGkuReYtF9au2o0gHfS/0+Zz3vfYqYt+MFmlqehdY2Z4wk1TPxao7Xo/J6Ud01meYxTrLpz9zW6+4W471vqxWwbrPXb27Y5ndvIKNY2TMkQKh2nw9+JaYc9Ng+WBjSikob6ruc8gYBAwCCRXBPxqcJy8UGZMTGPzwgQJ5icMJ0v6FyGXo1KllgtXg09hgk3+nZRFp92J8M/8JRbRSZ/mU3aJU+lgk3rmRT+B5dCK8GeH7ObLyHLW6HJ28rab5s05y9TaKr1hukczL3+LYFL750vD4+s5fC8GFOAvnLQX/hH82aVI+nQF6xf0xaoDnzMSTbycBlfw9Y5c1HThPteVOdBK2aFgdUF/G61xpLkozUsZ7MNuG7ZThuSYhv54vnzy4vsudvKNRNuxlttOGazp7e7bHc/s5hdKOidliAQONMmlL9tJmO1+t2xDKK9g7jEIGAQMAikegSiaI8WXKJ19A/4TVnqqdkXZcuyEfONlV25NY/ZvDAQY1evrJWvhD1MB0eKKyBAsvmko/giw7zIcO+3xf0aks6RKDCTAIAykZ+BjxR+pyNdDE1UIoQpxg/4ll7Zzg1ZPwNdmJEMKE/tOmqsW0A2Y2Fw0CBgEDAI3KAJh0eBwFfYorDLPQddFqZRd+XhocQwZBIjAE5MXINTwCWX6ZRAJDwLUjd4Jk6+kTgOXr7+OkWEo8r0wLTSUOAgkl7aTOOgk7adyraiuI6dg+YXtSbugpnQGAYOAQSAREQi7D456F83nJOKLmUcbBAwCBgGDgEHAIGAQMAgYBAwCNx4Cqa/ApyP+Rmo3HnDmjQ0CBgGDgEHAIGAQMAgYBAwCBoGkhwCiQKd2vKhm0nsNUyKDgEHAIGAQMAgYBAwCBgGDgEHAICDiWsnQIGEQMAgYBAwCBgGDgEHAIGAQMAgYBFIAAorBCUMgtRQAhXkFg4BBwCBgEDAIGAQMAgYBg4BBILkjkGganExYCDNnunSSM306yYGfIYOAQeDGQoCL4Zr+f2PVeaC3TS7toXGh/DK4fSNpgrVoDBkEDAIGAYNA0kQgisXyRHcOUxlzp08vFbEY2ZlLl2Qt1kDhCvVcxPE0jkllcmSTNb1vldR4sA4tffvo6fL7mi1hKkHiZpM9fVq5qXiMtCwaLY3wEfxhxUb5cMEqv4XqjnUN+tYoL2VzZZdFew9hMcylMh/b+FJyyze+72vuTz4IsI/s79tD0kelUYW+c/QM+XXN5uTzAqakYUUgObWH7uWLS69KpeT8pcsyfef+sOJgMjMIGAQMAgaB8CAQxSADwejV+lXl5QZVVTIuEHcH1t4Yuv76xRqr5M0hP7ZvLFXz5/JkyY8AJzFD126T/42eps7vw0rx32IF5twZ0ktsvpxSHsxQWhvl8GSaxHfGd20tdbFau6ai2TLr3eu2ncsUld87NlHMHi+2LVlI6hfKJ/V/GSNcIDNUSm758j3fa1JTnq3rWgTyCtpZ15FTZcSG5L3WQw9Mhr5v21Aygckn8b2+X75B+kyYo45v1L/TFy7JgGXrpFWxGKnA/p8macWWfw6Lkb7TpIZHAGOtp8uIPNl22CSZtG2P9bTZjwcCSb09WF/tDIR1pCPnzltPm32DgEHAIGAQSEIIpOnYseNrU0+ulhMXzrqK5ZlnuHewuaNCSTAtuWXy9j3yF1ZO5wKehz2DuytdU2gqpvZoJzFZM8u0HXvlN2hjdp88K5XB9FBTs/PkaXWODzmPCcK/W3bJ8A3bJA0WCG1bopCM3LhDlh84koSgCb0oR86elwXQwCzZdwganALYPyjj/Cx6OrRTM8mfOaM8iAlvx7/+k4JZMkkDmEBkxoT4H2ASKiW3fPmel69ekf2nz0l2mCwSk5k798lCYJicifXId8mdMb1kTpdWTZir5MslA8HkUKt5oxIXmhy/dbekwdhApp5tfVkS6v9sg2RKNx89KRkgoOHxyoNHZCH69cqDR2X0ph1yEP3cUHgQSOrtwfqW/4GxHbBsfbzGZ2t+Zt8gYBAwCBgEwo9AVBrYwcNIzVbOv6/eIj+v3nRdctpOD7ipvtLUvD13mbwya5knv1UHY+XtJtXlFCS2odLjNSpIx9KFpSRM26LBABw8c07Gbt4pT05Z4JkkVoIU+Ls2DSR9mtRqosQJSbMiBZVmaOaufUpivutk3JXT82XKIC/UjZUaBXIrJowrRJ+DxqltiRhMtq/KE5MXyOzdBxwX+283Y9IOjFsgqpw3p1TCb9eJ09BorVdJX521VHpXKSM0L7t/3GxVjkB5+LqW3PLV7zB1xz7hL2PaNAoXfT6+W06i22MSXbtgXkyqd8msXf7r1ElaO+WiqWEXaKKGdmoqXVGnW4+dlOI5ssrdlUvJu/NWerIIpf3a6Rf6AdXAVL3VuLpUg6CCzNZu9AUyFLUL5pFXZi6VQSs36qRSA2legcaW2tX8mTLKtuOnYDJ5UPrPXCK6D4VS3rK5skm/mhUlFm3+4pWrsgjM62k/TJ6Td/MUPIw7FMDwR3obuL1Yr4q8hnHNW6MYCg5O6iKMrxQnq0jVcZyHBDmIRHv4Dt8hjuekORi7P4Bp8Ktoy/wWUNBAId1H81fJB81rKeaa6ZbuPyL3j5/NXXwvUsn4bq09fqEUQrT6c4JcgFDug6Y1pXnRgiod/96cs1wJ5jwnsBNKe7Deb/YNAgYBg4BBIDwIRKmFPjGZjw81LpJfSsN/ZA8mTW/PWREnqy+XrJEnalWAhuhCnPN2D8iEfNqyjkp+4fJlOQrNUXTWTNK7alkl3acknERpK/1+soGxqV4gjzqn/9qVLCw0OXn0v/n6lBTLlkUW3NVB8iJ/TdScaDoHf6GskLhHklgG0nRoKjTRfG/9keNSLncOfJAzyJ5Tbs2aTmBjm9zytfFK8UpCc72htzRTebxYL1bKfPeXbAKj4YucpPV1v69zdKTvWKoIGIWTyrxz9h3t5f7YMvIeGBzd85y2X7v9guXpgPY/onNzgT2qKt7Fy1cUk0VGi0QmRzM4NKn7tYPLZJJ9bdOxE1IKggWakd5Wtpg0+HWsrIAGw2l5yWAOg7YyI/qppiZFCujdOFsn7xbnxkQ4cIqDk7qI1OtEqo6dlDdS7SEG3waOnayXkjmzyS2li0ohi4lwB/TDSVv3CLWo6ZRwTzxCMpY/TarUUjx7VtU/eLzv1BmP+XARjNc0p8wQ5WrDpZC/NzltD973m2ODgEHAIGAQCA8CroU+7Slw/D6xQu7s6tqc3fvlPCZPVjoJCVj0V0Okt1tCZr1mZ/8AtDX9wJjcOmKy5Pj0N8n/5Z/SCz5ApK6YcGmiSVjFH/7Wh2C0lkv2T36VdsMmqnO3YpJrfc1PW9ZWzM0KSLHvQn7tYVM/AuZ3mhr99q8yodHHkdiSUSNRI2UlfUxtVSiU3PIN5R2d3FPCPZHnPQxqwcmNP3KS1l8e3ud7VCihtJu/rt6spMo0deLkyyoNdtp+7fYLmsh916a+Ym4mQCNR5OuhkuHDwXLTkAnQql5URdWBPugT93XrempCN2jFBolBv40d9I+U+Ha4MhfMAob/J0SPIjkpbzbcNxDaVTI3o6DdLD9whJQcMEz4DF9k99183ZvQ55zg4KQuIvUekapjJ+WNZHtoP/w/yYZxn0QtPsfCl6YvRlv+U24ePkmZAn+5ZK287rYyeB0a8ya/j5PWxaLlZ7RtMkhs75O3ufyrmv85Xs5BsEbqPmqaZPzoF2FADH/kpD34y8OcNwgYBAwCBoH4I5D6MgbveCpwlNkYi3LsnG8tzSU8QEuqnRaZMufj5y/I4zUryLreneXwYz2VyQjzqROd12d2u+Hvw0hkJzCBo+/LusPHlG8QP14kMjrNi0SrfTp7/4yJJ81Ruv8zDT4gzjUmKqMQ/mgORaLjuZVoHkfS163X7Ozr+5JLvnbeKT5pxsCc8YC7XtceOoY24TI98pWnk7S+7vd17i5EXCJRckztxMgNO9TxA1XKqq33X7D2y/R2+0U1BPwoAEaZkuiu/0xVvnAUQUzEBI5BHOgwr52l2Z9ygMnZfPSEPDRhrpyFuSaJWsWeiHJIzQ9N3PgOVgpW3gYImkHfMmpg7/l3pqyDhnILzN76jJ/js7/ZfTdrGZLCfjAcnNRFpN4nUnXspLwJ1R7YXnuOmi7/N2+F0oSP3bxLmQJzdB0FHypSG7cZ8WsNq8md6Kf98J2hyTXLSHNSRgENlYK1h1DzNfcZBAwCBgGDQHAEorT0NnhS/ym2w4eEVMxl2E4AAEAASURBVMRiCuA/tbMr9Bt4AfbvJEZkW33oqORxT7AYvMAXLd53WNn462sbMWGj2QKCUqtT2RCiNit+lzC5Y1hmTWTE6ER8c6nC+lREt5w4knJiUmmlXO5jfd16zc6+vi+55GvnneKTZjWYGmoR2T63YmIdiJykDZSPvlYe2s3abkZ8+u3t9Gm1vaVMEckLfxhvZ/Vg7Zc32+0Xpd1mNPQzOOnlB0cn/+zQimo/GJ2WvjH0ObASfW+2nzglNMuhLwO1LJqClbcczFdJq2DadsQiBGF/I7N5d+XSOiu1tftucW5KAgfBcND42qmLSL2OLkO469hJeROqPfAdh6zb6rNoqzAmbAEDUwvmmcREC8vaw5xz1KadygyNfp7xoWDtIT55m3sNAgYBg4BBIDACisFJBcfK+NBaaEhITeGAWQyTyG3QoISDWKoHq5VTWT0/bZF8snC1mnjx/OHHe4YcWvr4+YvKl4cMACO4jXZ/yLKmi5KmfvwCwvE+3nnsgVSdRB8ITSxDeTBjDMetGRV9jVtqZzqCAeOkeRwkkjN2Xb8OQ1LK11r2xNq3g5kum5O0+p5A27sruSbvk8BM0FlfU92YvIgwmEvuwuQ+0BpJOr1166RfaB+u4jmyKPY+rq5QVDujxoTsjG43VjM9/dxMiCRWAIwN6bTbtE1fC7ZlfyNRi0N8tYaS57RDOPdJTt7Ndce1fwbmKJbd5dfGKGfxCbN+Ldfw7TmpC+tTw9kmI1XH1vIG20+o9hCsHDSX7FeronzQrKYyy9yL8Zh+aY8hqA2JGh9DBgGDgEHAIJA8EUjNIAPxtVGbsWO/rIFEjE6bP9/cWPJlvGbCUg2TuOk92shcOFY7JYZn1VqIIWu3KuaGC8K9j2g2+rzTPHX60ZDSkX6+uZF82aqu9K9fRRbd1VHoZ5BQtBgSRppOVURUqbpuKX+viqWwJkhqYShSb38mlqtL2aJwGG8hzyP627SebZX00bu8SSlf77IlxrEdzHS5nKTV9/jbcmJ6R8WSSlPItaMegDmk/j01ZaG6jRHznJKTfsFQ5dR8UoPJAAuaGG3wJRwfhMnnJy3qqNPUXtJkrRaizT2IIB6a+B5Mw75BE85gWjB9n94u3X9Y7ZLB4TPJxJPoQ0cmz0pO3i3OfRh7uLr8uxgb+CuEcPVJjZzUhbXs4WyTkapja3mD7SdEewhWBl7XYfg7IRABtfkUopGowedaN9MQ0dGQQcAgYBAwCCRPBNLceuutr005gXVwLrp9TyhCVeTewYYRoLgODiVey+Eg7bb08qSj9Hft4aPSo3wJJQF7oGoZaVk0Wh6G9uUNmJgVhVR1H6KBDXQ7FXfDxOYzREbjatD8mNAZlI7fDAVNf4VCWTLLTGgmLiGU7P8Q1Ykmafch6lTXcsXko+a1pSHWliGRoaL2YxNM0DgxGoxFRinBpa8NQ+HSz4DMEMPz6rQMd0snfoYQpTlCYUTGYfjgZtA+5bYwZgOXrw8pghnL9Rkmg0/XrqSey7JTIt4GoaeJ40T4YWinVbyeKmdDRG+7GVGm6N9AXyMyOM/iY+vL/pvRh7g4IonmhfwIe6dLSvmqgjr8o1aNJiP/QoIajnVw7GCmi+gkrb7H17YQ2uCIW5sj1HIuJR1m6O5d0GzSnLMT2sETkByzXbDNkbnlpO+Hto1stV9qAuz2i41Yx+U8fF9aFY9BUINoYZQ4tsX3m9aSTthnW/sRIaJpTnMMvm5clJdrN7FfUptJPPpjoV+uVUO6e+xMpRkpibLb7W+Musb3ZwQq9jNKyG8H4/dw9fIe6Mjo0GeBae2+2263BpSZsA/d52YWGTiE/Sc+xDr6HGPUPQjn3Rr9jcxddfgz0aywG8YTroVDMz0nOGxD3dutC2vZw9UmmWek6lgHRrGW298+NdORaA9cLPp3RAC8r0pp9KOsylesWdEC6pvCtdy4ztp+i2kl++OjNcpLRkRFm4fvQX+ES+e4zbXZGE7+F/hmamIUzjcaVVN5MWANBWwVIDS4uVQhda5BTH6h/56T9uAEM10OszUIGAQMAgYBewjAjQWeKR6mxt5NvlJNgxZHhZDFR4QMS4tiBdUklZGaPsS6Ay2xloAm2mAzghR/DL1JomkAJ2D81bSYbHFCxYVDM0PqSwbgMmbvPyA09ESY/JDoJFoY0lqGe64Hsx8SJyON3CGfOfHRWhmaw2gHaU5Oavw0Co7Os2XA0nXyFSLrMDrOn1iglEQmIVRqXTwa7x8tZd3R5cjk8L04cfcOPf0K1hZh9DY6gnPSxwnma4js473ehi4LNU9cN4fED7Y/h/mkkq8ud2Ju7WLGMjpJG+idOAGqG53Pk6QF6l+bfpXNnS2OKSTbKBkiJ+3Xbr9gAWgC9wDa+eGz5xTDRYk1/dD+xYSsOwIP6DWYmJZr4jw2aZ5wsdqmWDuEwgGu1cTAA52wEO1fG7YzmeP+du+/s+TnVZtUQA0ueEpmh8E/tJ8DseE5kpN3Uzfgj4yTpnfgVB6P7quyKYe+29rNFLJvkhgKX41RXFMFfZrkdNxxUhfqAfgLV5vU+UWqjnX+draRaA+5INTid4ftlsSxVH9T+K2hBtFK9AH7292eJ+B7wqA0/NaQRm2M639TE0sP6Lx0P2b4aX2uiVvo5rQ9WMtj9g0CBgGDgEEgfAikGjRo0NVX9gyTXaehmSF5mB33DjYDb2ogd8eWlvs4SbluoU/PDa778Z8rQzo1WTl67oJshiOn1lh4EoSwUxD2/2QUOCniIoGRIPoiMFIbJzIMY8tITwlFdICnjwO1UVZHbF/PJ+J09Pblo+OdPink612mYMeUnD8KKX/fiXPlKzCf4SAnmDlJG46yxScPp/2iKNoZmS86/HOCF4goOGCb3Ir1ew6B4QkHZUGo6LLoX9S+BGu/Tt5tOsw1G2OSyf5TDmGorX4+4Sh3JPJwUheRapORqGMnWEWqPdgtQw4I4yhYmLFzvwq2wfZOa4IpWBA0Ut8Zu2Uz6QwCBgGDgEEgdASi0sDMy24ktdrReTDROYeV4PfDpM3lOOzr0Udg6jILKv9w0l6YNfAXTqJvAX0guABiHkj/aHpA5oYLHGqH4HA+L1BeO6CV4c8OcVoabHKo80kK+eqyBNtyslUlX07RUZaCpXdy3QlmTtI6KUMk0jrtFzSR01EPg5VnJ0x4+AsncWX4xW6fnGD52n039uM6MDMlcfHU5MDcsKxO6iJSbTISdcx3s0uRaA92n810NNnjUgKaOK7uc1sH6HNmaxAwCBgEDALJDwGXt28Qgw6uX0HqU7Wc+j0IZ+kfVvpepC85QUAzlG9uqh+nyLSL5kKi4dA6xcnYHARFgE7wOmoeE3uHKg6agUlwQyLAiIPDYOZJMz+awRkyCBgEDAIGAYOAQeDGRkCZqL26d5jsPOXfRC13+vQSCwdbEpfsZCSe05cuuZGj8YQX+TjllSLJHNKZmLb/FxFFh+Gu50LzFMxELMkUPoUVhH4NFfPkVG/FRUrn7TloGM0UVsfmdQwCBgGDgEHAIGAQMAhEGgFYZ9HzJDAdPn9eprqdL1XKZMTABH4zhArFehn8GUp8BBjhaL+1nSV+kUwJDAIGAYOAQcAgYBAwCBgEkhkC4G9Sx3cZnGT2yqa4BgGDgEHAIGAQMAgYBAwCBgGDQEpFQC30aTfIQEoFwbyXQcAgYBAwCBgEDAIGAYOAQcAgkDIQUPZpdNI1ZBAwCBgEDAIGAYOAQcAgYBAwCBgEkjsCaqHP5P4SpvwGAYOAQcAgYBAwCBgEDAIGAYOAQYAI3NAMDhd1+6Z1PXmlfhXJiFWvv2pVVz5tUfu6lpE1XZTkxIJwUVhvI9yUCc9l3vxx0blwkd13C9fzfOWTFMrgq1yJda5xofwyuH0jaVI4f7yLEMk2mRTqLSmUIT6VlAHriwXr0+FsD07LmtzxDfS+Tt4tlPE3Mest0Hsn1DUn+ManTFzfKjcWJebWUOIgEOm2fqPXcaTxTZxWk3SeGnUF4ZFv1PEjJksmte7KzhOnZMCy9fJw9fIIuHBVnpy8QK6466hdiUIytmsrdfQL1tjoNXZm2GqvTM5ssrZ3Z3KZnjxvHz1dfl+zxXMc6o6ddws1b7v3JYUy2C1rQqTrXr649KpUSs5fuizTsXJ6qBRKm2QLq4hw6BuPnpDzl3Xr9l2CpFBvSaEMvtEJfjZ7+rSyv28PSQ/hBenO0TPk1zWbr7vRTntwUm/XPSDAieSMb4DXUpfsvluo46+degtWxuR83S6+ob5j93LFpT+EjlynLg2CIHEdvnexgO+rs5aGmqW5L0QEItXWU2IdhzJWRwrfEKs7xd0GpcS1ybX17RrF5JNx3VpLOvdH2ppO33LqwkUpPmCYHD1/0Xprstk/dPacKuuhs+flCH5kbo6cO+9hbnhxHdbGGY0w0h2wXk66NMFDajt5ea6a/S0YK0qpKufNKeUxAU1rI2y3nWfYeTc7+cQnTVIoQ3zKH+57z1x0rR3FNhYfCqVN1kN/nn1He+k/Y4m8NXd5wMcnhXpLCmUICFKAi6cvXILAZJ20Khaj1thKm8b3GGunPTiptwBFuu5Scsb3upfxOmH33UIdf+3Um1eRUtShXXxDeelK+Ab+1qGxYmwO4Pu49fgpIUNFoYGhhEcgEm09pdZxKGN1JPBN+FaSdJ8Y5S/AQEy2zJIWE/o1h45ikDktsflySpFsWWTVoSOy48QZqYIJeSGkyYvFGZMrg7P/tIvB4UB6yc3c6HO6yrZggH1qykLF4Ohz4dqeAIP48MS5KrvHapSXz1rWDVfWot8j0LuF7WF+MkoKZfBTtEQ5/ey0RfLRwtWom7Pxen4obZKmOKQ8mdIHfXZSqLekUIagQPlJwLGkH7TAj0Ij/DnMXv2RnfbgpN78PcfX+eSMr6/3sZ6z+26hjr926s1anpS2bxffUN67ceECirkZu3mndBj+H5YVN5SYCESirafUOg5lrI4EvonZXpLas/1qcGhDTvpq6ToZuHyDvNmomjxft4q8MWu5/L1puwxoXV/ur1JGMmDi9GK9ynJr6aKedxuxYYe8M3+FPFu7knQtV0wov7yCkeqVmUulZI6sck9sKTVwfbRgtdSOzis1C+SGmVwqWX7giHy0YJWS2ngyww61G281qi7V8+eW6KyZZPfJ0zJr1wF5fvoiMFunrUkd7Z+D6puam92nzqj7dp08I2QI/BEZvJGdm8OHooAyK5u2Y5/0mTBHKAm0UrjL+0i1cnJvbGmF2YfAp3bB4Jg5fTdr+cO176QM1fLlkrcaV5dqqOPcGdOjjs/IMrSH2gXzqHYzaOVGT7FqIM0rDaoqpjt/poyyDUzo/L0Hpf/MJcI6JDnB7KV6sdK5zLX2O3z9dnlnHtpvnUrSDeYSuv0y//Fbd8t3N9WXGmizpDm7D8gHqJNXUZ5mRQpKfvh1Td6+RzqPmKKYZqb5oGlNaV60IHcVvTlnuYzc6Htx2XwQGLxQN1blT9PFeXsOyjmYtLUtESOXMXF+AhPn2XimpmBtMkvaKKmDPtbM/fzyuXNIh5KF9e3KZG3dkeOeY+44qbc4N4bxwEkZ7LYdp/XmpB+XzZVN+tWsKLEYqy5isFu075CcdmvsvGGx0x5Cqbf7Y8tI6+LR0gi+Xtnhz7cdprfpMI7vw/jW4Ld/4xTDCb5xbgxyYKdvMgundRHksXEuR+rd7NSbLojdNsn0dtoZpd7ftWkg6SF05LjI+uV4Q43/zF2u75Ae+3QZnLQHO2XQ+UYC3/rQMPesUEIaYEsqiHH0S7dwgFJujplkSDUlVjsrhjkANUyc93B8LpQ1s2RNl1b+wXieGb66LYtGy6mLF+VlaMpp9q4pUuV1Um+6LHa2dtq60zaZmHX8xH8L5OebGzmut8drVJCOpQtj3ppNoqFJPIjFyMl8PzllAerZZZERylhtB19dT3bajtO60Hmn9K1fDQ47MOmsn4/0mUuX5CJs+dnJC2CSGYsJapTbvGommA9SnowZMFHLo/bPIX2ODOmUxqe6+9zvHZsoxkYlwF9DfJjvgo8CJTfTdu5Tp1sXi1Y+MMz7CiZ4O/DRLpY9q/SokEXalywk1X8aJZuPndRZON6W+na4mtDxxsaYBPAZ/ogqSCt1LF1E1mNySC5cUyTKSy2ZxuyPjk31o9TWF2Y6gZN30/eEe2unDJxwjwDjqNsP21VxMML8kcjkaAanB/xYfu3QRLW7ozD12nTshJTC4EPzvtvKFpMGv46VFQePxmlnwTCj06y1/c5w+8fk9dF+WZ4YMNnlwChkAvNQEn5Ut4C5pzZTE80ZK6A8LAeJTAiPM0RFqeNSuMcX8eO54K4Oquz6egP0CU3sQ/yYWilYm7wPk95PW9bx3NK6eAwmwTGe4zWHjknFH/72HOsdO/Wm00Zqa6cMTtqOk3pz0o85Dg3r1Ewyoj1oalKkgN69bmunPTitt3srl5aBbRsofwUyxWTKG0EQQ8qJcdcX2cHX133+ztntm7zfSV34e16g8+F+Nz7LTr0xnZM2abedcayhD102MDb6W8Bnkdph/HyuTmV59L/5rhP4d9Ie7JbBkzl2wo0vBUyPQOOpie9ofc8/126VxfsPq8uJ2c7SR6WWMrmyQxOeQRdVbbvhu6SJvncfNKslg+GzexbCqUiVN5R602UMtrXT1p22ycSs44HLNjiuNwob9beTfmCcb1DA3rtqWVkIARYF/ySnYzXvsYMv09ltO07rgnnfCKSCDPia0h+GZoMTTX/Mw6YjJyBRvqLMbR6DVHnnqdPybpNasgET/qenLlDYPQsNS/OiBdRAddeYWTJswzZ1/tj5C/KxO1rZmE075UdI5/NnzgCpe3mpCAnooHYNpfz3IxSz8T0+2pz4/rNxu/QZP0f2g4MukT2LjLmtlZrUfo7JW3swRKHSUZRFk1VCpM95b+nD8Nni1cq+/q9bmyvJv2Zw0qZOJZEo72uzlwkx+6SFa6IaCDOrA7nTd/N+13AcBytDZny4v2tTX9XxhC27pDfqmBq6lmBsiW8WTOi1/xd9lb5G1Dsy1YNWbJC+k+apDwgZlKGdmqoJ3U+IUkam1wlmnBjsxDPfa+pqv09BOkN6BowrNS/80PYaM1OGrd+mzrO9MfrLpWfvVpJUMh0vTV8sP63aqDRQlOqtdDM3vKH7qGnqvjsqlJRfIP3zR5+2rK2YmxVuTSZ9w+6D5q4zGDdSIzDgi/a5PvLqhPsvUJsciX5DU1NqFu6E8GDR3kN4j62e263l9JzETrB6s6aN1H6wMjhpOyyj3Xpz0o+zoe4HQrJO5mYUpLjPoc3wY/gSnKTvBXPpi+y0B6f1phkqqzN2K/ahW5qroBa+yhEMX1/3+DvnpG8yD7t14e95wc6H8930s+zUm5M26aSdLUC/pSBi58PdVXHehkbj/fkrpUGhfPJv19ZyKxiExzCO6W+53fbgpAwaB27Dje8r0I4PXbdV6Hz+JCw/flyxEf6p69Qjz4BJ0ONUYrez9Zj3FPlmqJx5qpey9qj64z/yAiwAHoWkfzssCZr8/q8MgbCDWvMiEHodOnPe9jeLL2u3X4RabwpQG3922rrTNpmYdTwGWhcn9cZ6PoC5Zj/0KWrCJ8Byg8zqnRVLQhPUWLrim6wZHKdjNeG3g6+Ttu60Lmw0gRSRBLxDaiXt834bTuaG43eVokAf9DUGn2/wu+q+++sl6+XpWpUVl0xJ+lDc2644NCyYHK7CZG+4m7mxZrUJEZ06/HWNOZm4dY9sfKCLktzTVImq6cKQapMoae6KwU+TdnSkBoNF1AO7vh6J7RZoiv4PDtpXkPmIDdvVgEYJPhviYXD3NP+JdHmDYUbpbXKiavlzSQGofmlG0/WfqXISDtqkidv2SNeRU8HItlSBH3iOH40cwHoz2s1DE+bKBUQAJNFEsCeiz23p01UxGJS8cHDSZAezr5ask2dqu9svzCqHrkP7RQQ9T/tFe/ZFFALcOWaGDMHHmbTn1C5fyYKeYxtuXiRapaPZo67HiRhYdz3SXZm++cokWJvcDhNOmjW2BKNGBmf27v2YGK3ylVWyO+ek7Xi/XKB6c9KPOcEsiPZLpuaef2eirboEJhTGtIdknSaLoZDTetOmtTRLosaXphT7Tp9RwqYN+FhHmkLtmyxXoLqIdLnDnb+TNumknVm/bxQAvT57qTKFHLdltwqEQ40ytWLaTM1uewi1DOHGjUwMJ2k0uSJxzJ6PY29KSu1sA8q4F98emqqTwZm0bTcmw6fBjB1R3yqaEdK0KZRvFt87UL9IKvWm68dOm0wqdWyn3vheDCl1HILlx2tWgH90HcmSNi3Mjl1mkmyHmpyO1fq+YNtQ27qdugj27JRy/ZpNhY83sg6qPi7HYSpob/7RwlXyTpOaSqJBBunl+rHqtrcgbfKV16iNO+NkS23RKgQ1qJw3lzCEp9WG/YV6VeKk1Qe0QaZEn/4JkaaF8PNwTaldT2LI3aLQJuHxikpbTI8iVV5Kia3kjZmeGFvTJOV9jdnS/Uc8zI0uL/1dsn/6m6cd6LT0b9DMjU7LDzslLTT/4qTSyuDYwYxtjYzAu/CXeRFtbdi6bSpUKfN/c84yn+2X11gWzdzwOFTKhihBWfG7BKaNWhZNdFhfiOObS13zm9HXuA3WJq1pU9q+bg922o73uweqN50v7wnWj8vBXIVEIY5mbnjMehsHjeTdMB1LCPpiyVolAOJ49BB89qzE9tT0j3GefmS9Fq59jZnTvsnnB6qLcJUvofLRONhpkzotyxasnVm/b4uhxaWflyZ+h8jgpLKIKu22h1DLoJ+d0Ftd3qTUzi6760L7A1+A0IvEaUGkyqvz5XOctB2mjwTZaZN2n6vfLdJ1HKjeWFb6BGtsubTDasxNtWki55yRplBxCGddRPodI52/YnDCxRt8DSn4U7UqSRX443zcvLbUhc/Kampv/Ei/taO2fkmGgqQ/BYmhdE9Ywk/fPHySMPyqlegvsw2TWuvgb72e0PuUmmqKVHm1T5N+jjdm+nwoW5oHFMMEicTQ2GsOx3U+DyXPYPfsOXVWJSmeA4wi9q59tl13MsofJSn8ZOxxB4Mo4fbNcaVw/TOCCU3VSKctzqg8tovZV5gkPg3zCLbfT2BC6Wm/YHYiTcfR1mnjmxMaqrbQHI2GSp3EBT2bBvDncFquTG4/IKf3BUuf1NtOsPJbrzvpx6w3ErU4NFu0jkXe45v1GU73g9UbnbKfnbZQTmGMZP9goI6yYL5o914TPmzURmoTS6fPtpM+1L5pJ+/klMbJeOaknTnFwG57iGQZnJbZTvrk1s4iVd7kVm926laniRRmOn87W85FHnQLip6H2fEniH5KoSrPH368Z8DlPIKN1XaezzQJgQO/WR0hPGWwr3Gbd8mMXfvtFi9ZpOPcMWzEqBIfL3KZv1CtR3przoo4Wg/rwxpjRfe+cCykHTv9aj6Fjwlt2SnFXgKHQtrdUk1Loup6BgIPMPgAfww20AaRpRiKNalQQpQ3GGahYsGoeYPhv0INBn/0I0kIWgINCKUjlEC+CFtmTYwWxOhmBx/r6fE9oibjMtpGLUSRexCOfprYSemfRH8dhmDm2glWsosZ2y+1kKTHERGLxOg9rhaoDiP6Nxr+aCRGe2EEIS52t+iujuq94vtgmgeQtAkI98kc90YkREaAi488Kjm0Hb6vXXLSj5e6HZ/J4LC9kiEl0Uabmuj4kt16ewqMOW3/WadfglF/HX57NNvUvgs024wkhdo3I1mmxMjbyXjmpJ05fRe77SGSZXBaZjvpk1s7i1R5k1u92albnSZSmOn87WwZZIvCRtIQBLggc8Ox9X3MjfR573zsjtXe9/k7TggcupQtigBPLRAhOVam9Wzr0Tj6K1NyO5/qp59+utp/9xAECTjiKrtnpuPaoSS7Qp7sUiF3TuUrsQlBBHadPg2H2p1CNbhLEXvttRkyb+tDt0GCmEH5zcQOGnndBLEf7FV1kAHtQH4tBxE6UL4Mp0PS6w2rqZDA3Kefxlz4mDAkXmm3aQil3rk++52XI0LlsZoynYgZzYr2mJTyv4RAA9RQ9cEkm9Erpu3YKw/A5p6mAk7K261cMZUHC07TKkbW2Aozva3HXVHhJm/bK/+HcMWkfmAYdZABdcLrz4qZ1yVbh00RcWkqGjiJTu50nvTWptjKKIREz2By9j6izpD4bL5/rQJ5VcQSnnsQPilcEJX0NtTGNCEjEXdKsmiPXMltu33b31PkL/hHkULBjO1320NdPe23Mhx7rQwOI50x0EHGtGmgWSmomDP6tZCo8n566kJP9DSeY3Qjhu4lMfofpeu7YKe94ahLO7bp6EkVapzXOQmd2qOtirjGY2+qNXiUCjLgtE0yH/qJ7enbXYUNpt8Ow6PTX4ArhVNLlht9yOo47P3sQMfJoe04rTcn/Xj4Lc2kCxgaErWHtMlm1DxNxPtZtAu2SyftgffbrTdrGcbDNI4mcxQa0LSR9Vv759E+A1ToMoZja7dvOq2LcJTNVx5Oxl8n9eZkPLPbzri8wg9tGwqDB3CBbY6HHGs44aJJIoU7syF9pf/eavirOmkPdsvgC8NwnaNAoC/WgqMFAb+D/Nbze0pisJVu8Mek2ScpMdtZXmhGGciGkesY1fK31Vtg7bBTRnZpITshdOW6dtTAPwzB6wLMVehXynmCnW+W034RqXqz29adtsnErONQ6m1Ct9ZqDD0JLT2jtVI4qCO9sh3+CysLCpLoO0ayO1bbxZd52m3rTuuCeZO4FAaDK2nqgvkT/ctTCqkgA4FehtJvSiI1I1IKjEVpTPq52KcvohScqjUyOPS9sU4OvdN/sXitCn1JU47McOBad+SYfIlzOjoF07+JBsQB/WVIs+mMzmgxJDI2Q8FZf7Z4jTqO1B/XWdEOZXQa5Bo4pGb40JC5ITWIya8mpxyQnZSX9vvNETffStbwyNr8xXr9C7xvBUxcAmFmTW93X6+TwvRcAyahmBs+j74vjBL3TpMaKlwzQzazzjmAMNQmHf41cS2lfTBrew2MLxkMTQw8wNj0o9xaEH2eWyeYWdsvfW+8228ufOBaFCuoGAXmzZCgug6pXaIkX4eH5vWaCLKhr/OYxJDSOqx0TJZrZoD0G6qBCHC9KpVUwRJo7jRv90EVDv1/WCNCm907bZN8JoNg3DJispokkcnij47xE4Dx11jrKlTmhnknh7bjtN6c9ON7/52l/FvuQISdzJhokrlZd/iYikDJQAPEmufI4DhpD07q7ZDbPJaBWdpggsUf2+NcrJn0PcKZ+oq+x/zDSXb7ptO6CGcZrXk5GX+d1JuT8cxuO2PgiHoxLsdmMjNc64jEIDs8JvGbQCHJauw7aQ92y6AeEqG/kjmzCheA1MRvPX8kfusZCfKSWwudmO2M0vsW7m82w/7fhJD7ZDZpacIAQwwhrRkztaYb0keqvJGqN7tt3WmbTMw6DqXe7h47U1mzsF2yLmlpMnjlBtRzZrXUAsfYQYj2pxkcu99Yu/iy7dttO07rgnmTyJw/Wr2Cmo9wHUr6jaYkSvXjjz9efWXPUL8aHJ+2Kx4tD6GIc4AOHy3jwPmuhRSpsg/tDe/QGpy7EXr35zWbecrjZ6EOfPzxKUUxgHAldjJQezHJTchJuI8iBTwV7vJqbcRdiNj182p7mAUsoNfF6dDesCMzek25gSPi+BJ4JY3oYVEMHhyMKIHWEjt/DywMMzr63VDjQymfN4WCWRt8sHT7reSlvfHOPyGOaUO6rndnpbEsOWCYbPEyvwulDPkxCcqIj/NuhHa3OiuHkhfvSY5tx+67OunH1P7R74ULB3sv/mv3eYHSBao3msZxITqGN43Blh88mvFaAx8Eyjvc14L1zXA/L6nmZ3c8c9LO7LxrKO0h3GWwU874pklu7SwS5U2O9eak3iOBmZPn05+NwQUotLL7vQw0Vjt5tjVtpHBg+2Fgpkh8s6zlT4z9qDTwvfBmUpwWhLH/Y/Miigt8Iag2Jf2L8JVRqVLLBayVY6Vs0NQwtDKJa95wdVuadSzHhDYQkZlhQAH+kgOFs7z0UdKLQ9IUyy5mdnGiD0sd+LWQ3pu3MtGYGz6f5j382SGuXcOfL3KCmav95lTt941Guv3uUupo72htvp4VznOsC/rFUBWeB9oiaixpjkkppnZgju/zuJZUuCi5th277++kH1P7pxcjtJu/k3SB6o3h1cnckMhg8ZeYFKhvJma5EvrZdsczJ+3MzjuE0h7CXQY75YxvmuTWziJR3uRYb07qPRKYOXk+Q4Hz54QCjdVO8rGmjRQObD8pkbkhdsoH5+VdQ+BX49sHx0tB48KbLJ+HUinn2jcaVb92xn39EdijfuP2ndAXf2jTUO6JLaUPPaZvRb6GFsnPZNWT+AbdGQTb63uw4KM3hQszagkGY/GqQlhH4aYhE68Lwez93ORw7ASzl+HT8yZ8e7zp4Ylz5JulLt8f72uROuZq5avuuzVO9vQz6gXNHcNmJzVKiW0nqWFsymMQMAgYBAwCBgGDgDMEXAt9xmFYnGXA1FzJNSo1ovBD+uyiVPAXuCrjocXxpu+Xr4/DyPAWLp60N5Eljt7lTErHA70wY9nCiRl1bFysMiWRE8z+vq79Iiy1n/YbaYzoIHzLX5OVz8ZF+FCshVqcfhSJZWoU7H1TYtsJ9s7mukHAIGAQMAgYBAwCSRsB5YPTf/fQeGlwrntFzedcd8GcMAgYBAwCBgGDgEHAIGAQMAgYBAwCkUMAC7IabiRy8JqcDQIGAYOAQcAgYBAwCBgEDAIGgYREQDE4qWBeZsggYBAwCBgEDAIGAYOAQcAgYBAwCCR3BFJfgZ0/VoJL7u9hym8QMAgYBAwCBgGDgEHAIGAQMAgYBERpcAx/Y1qCQcAgYBAwCBgEDAIGAYOAQcAgkBIQcJmoGQu1lFCX5h0MAgYBg4BBwCBgEDAIGAQMAjc8AlGXL1/2WKjVj62PUM+pZfaKWckWmFI5skqfqmWlceECUgL7m4+dlE8WrpYh67Ym+Xf6FWvRNCqcX77D2kFvz10Rr/JmT59WbioeIy2LRqs8f1ixUT5csMpvnt3LFZe+NcqrldgX7T0kr89eKvOx9UVO0vq635wzCBgEDAIGAYOAQcAgYBAwCEQKgag0adJ41q9hRDXN3MTmzSGV8uSSsVt2yvELFwM+vwrT5s0lYzYj7fkgafPklMpIO3rzjqD5Bnyoj4tRKP/cO2+WPJkyqHVMLoB5qxOdV/7s1FQuX70iw9dv93GXs1PNixSUF+rFyn3jZsmOE6ed3RwgdRswI7dXLKlSVMufO0BKkU+a15Z+tSrK7aOny+9rtvhMO75ra6kbk89zrWi2zJ59753OZYrK7x2b0F5RXWpbspDUL5RP6v8yRtYcPh4nuZO0cW40BwYBg4BBwCBgEDAIGAQMAgaBBECAC5GDrg8y0Ld6BfmxfUPZ0qerfNi0lgSaID9Wo6L8DO3D9ge7ycfNkDar/8n0YzWRtkMj2fEQ09YOmK+rbPb/uTjjUGhqHv9vnuT/4g/J+env8uvqzSqDeyuXsZ9RgJSNoWFpWSxauOJ8uChd6tTyWcs6AbMj61EdjE8aMCGnL15SaU9fuCQZo9KAEb2+LO/PXylPTVkg78xdHjBfXny9YTXF3Dw4YY6kfu9HpUHKnj6dPFOn8nX3Okl73c3mhEHAIGAQMAgYBAwCBgGDgEEgwgikpomaL3pq6gJ5Y/YyOY/rj9WsIOt7d5HfOjSWmgXyXJe835T58tqsJSrt49AsbOrTRf7o0ERq5feRdvI8eW3mUpW2X60KsrnPbfIntAe1fOR73YOCnOCq6o9MmiefL14rh86el3Mo+6Stu9VdSTkSNnEokyu7fLVkrd83bAbN0eK7O8rWB2+TeyqXVumeq1tZdj/SXZbe00lyZUgX596/N+6Qj2GaN2vXgTjnvQ8q580J7VtO2QVt1LcwjSOr++qspTBbvCo0RSNDpclJWn2P2RoEDAIGAYOAQcAgYBAwCBgEEhKB1CCfzzsJ7QD9QEp9O1yeBAOz+9QZ6VauhDIBm/a/NtKxZBHRdzLtm3NWSPEBw6QfGBim7V6+uMy/62aZ3qONdLKmhfbhDWgVin2DtP+58u1evoQsuKuDzOjZVjqVupavz4LZPEnNxm1li0r/BlXVHRPcjI7N2xMsWUyWTNK/flXZeeKU8hXy9+CrYD1WHzwqhaAdi86aSSWrBxO0LGnTCn1mMqWN8ndrwPPFsmVR16fv3OdJt+/0WVl/5LhkRJ75M2fwnHeS1nOT2TEIGAQMAgYBg4BBwCBgEDAIJCACUWRwAoWJPgMtyJdL1inp/v/A4NBsqSEc+Pn7c+1WuWPMDE9xz1y6LF8sXicDlq6XHmBanoWGoRHS8ffHmq1y+5jp19Ii38+hsfhm2TqV9rm6sZa0W6Qn/EviQ6O7tJQWMCUjrThwRD5btCak7KrlyyWD2jWUtG5GsIibIfixXSM5dOacyvMEfJTaDpsY1P/IVwHeb1ZTsqRLKw9NmCtnL7lMz3ylm7pjn1QaNFLuhJ8OzQE11Rg8SlaC8QmVNLN00P0uOh8el4MrUDQYsD2nzqrTTtLqfMzWIGAQMAgYBAwCBgGDgEHAIJCQCKiFPhlcIBhdvHJVNh8/KduhadAUnTmj3o2zvQiOidHLth+/5oQfncVPWuar0lryxaQ6vvQBIoZN2LJLZRMLJuVDOOaHQrkzpoe/TU6pAD8X/rIiOhkpP95dn6uE6xmjnGtQGhXKLz0rlJTF+w7Jb2tcvkKBykhfm69b11NJpu3Yq7bDOjWTbGCQQiVtgkb/JStddh/r67ym9+2kteZl9g0CBgGDgEHAIGAQMAgYBAwCCYWAmpXT3yIQtYYm5HlEDmtUqIBKtg8maJ9AI/KND5+R1sWj5UWkZZhmEtN+vHCNfO0j7U3FYuTF+nHTfgS/EV9pVWYO/miSxh9N3kZ2aSF3VSolz0xdiGhqgd/V+xH/bd8r6T4c7Dn9GkzeXoVTfjtobMZtcfn3eC463Lk31uVLQybqp/aNhKGdSa3+v70zgYuqXP/4wyaobCK4gKIiiizivqLilmXlXlrZZtlts33zduv/r9v/3rq2mHVvZWXqLXNJbTEzNZfKfRcVBAFBXFAQAVERBP/P886c4cw4M8ygIuLv+XyGOctz3vOe75kZ3uc8y8u8syfdpcIDi4wFBWR7BOfp1OewsZ84v2bsj2soceJoDlmrp4wt8SJVRSQcTaSBl6fZ4QHGdW2/7NSWHdE1awwrIAACIAACIAACIAACIFBNBLiysnXvjWwd1TaUJJG9ExcLEL1M9uCIZ2T2nlQqLteKE7iQ6I6OCKXJPWKpMxcLkCYzRHfzXpopuhyOponojuGyxJO5XYOui9KVql8zE8x1tWMu5/0XLnMtHocANiLCG/hwbknh5TR3RY+VPCGRln4+6qU17ssVzOq4XaCSMimbUCGLUjKp2+wllHX6DBdpKKehC1bQhfJySi+o8H5VaDu2dJQNUJHuTSsKQvjUcafIhv6q0IBm1IiOM7qiDwEBEAABEAABEAABEACB6iZg08D5Z3xner5bjDJskvPy2VjZx3OupNEF8YCIlaKTd/p3oRe7G0oK7z+ZT1PYsJGQK6Wr05PFd+K7ch5PjNoquv8SXS7lbE3X4tBKV6WMchwn3s9LSqccrqImMo7zhmR+lzI2BK7kvDWVdsYBhRdWb+WcpYrKaZLvsmDkANp05ISaZ6eE+2wp24+fNG1KOXX5xpqEx51gL040V1LryXMGbTqaQ/dHh5OHm6uqQCeGlCbO6GrH4B0EQAAEQAAEQAAEQAAEqpOAezkPoq05cdLzi+jn1Cyak5RGP6Qcooph7qXdkxyaJRw29XViKn2fzLoWBpD+iHTW/elAFs9Pk0qL2SNhr139cY4sP94pgiZ2iKCpg7rTtuyT5MmD9I5s9Igs2J/BSfwVniRH2rOmc8KYjJ9nNKCs6Ti6TarNyUvkVS6yMKJNqFqWnJ8nO0eqktdqQxX+TBvUQ83VI1XXRO7iog+SM3SquIQmLltP+edL1HbJrfpqzwH2qMXS96MG0ioOyZPJPEU+47LRenFGV38clkEABEAABEAABEAABECgugi4zJ49++Jrh+dRVlEexXWIo/UJ643nNlop1owVs21mK4ZjrWyqjgtq28CXvhwax56IRsoDoZ1zbmI6Pb5iQ5WqnGlt6N9lzpk8NhSupCxiz83oiJamJlPZO9Pm80WmdWcXkiaO4ipol04AepZzetp9sViFuWltevAkQfOG9zedX0L6ZA6kN/llKc7oWh6LdRAAARAAARAAARAAARC42gRcZs2adfH1I/OVgdM7tjd7c1zZyFnH5zVaKdaMFbNtZiuG/lrZdLUvRN++l5sb5w0FcB6LK+0/WUDHLUog63WxXEEg1Lc+NeHqcGJcVWbAOaNbcQYsgQAIgAAIgAAIgAAIgMDVJWCWg7MhYYPJrrm6p726rUtRg42cSwJxjoDkKDmap+SMrnO9gDYIgAAIgAAIgAAIgAAIVJ2Aa2UloqveNI4EARAAARAAARAAARAAARAAgeoloCb6dG5mmOrtIM4GAiAAAiAAAiAAAiAAAiAAAo4ScGXRsm0cPQZ6IAACIAACIAACIAACIAACIFAjCbjWyF6hUyAAAiAAAiAAAiAAAiAAAiBQBQLKwJG5OyEgAAIgAAIgAAIgAAIgAAIgcL0TgAfner+D6D8IgAAIgAAIgAAIgAAIgICJgDJwXK7xvDWm3mABBEAABEAABEAABEAABEAABC6DgCoycBnH41AQAAEQAAEQAAEQAAEQAAEQqDEE3Mt4UkxHZfZtfalPs8Y0IyGF/rkpwephY9u1pEldIikiwI+2HTtJf1+/kzZn516iG+7nQ3/pGEHxoU0ozN+H0vJP09St+2j+/oOX6GIDCIAACIAACIAACIAACIAACDhCwN3NzY31Ko9Ru7lVCN0T1Vq12bFxQ6ttj2obSnOGxZObq6G9oa1DqHezIIr7eikl5hWYjnHnmLgN991GgfW8SOoblLCR1SM4iOaN6E9lF8tpYXKmSRcLIAACIAACIAACIAACIAACIOAoAcNEn5WUUavDc+VMHdi90jbfiOtErmy8PL58I7lNmUWf70ohP8869GKP9mbHlvP5FuzPoGd/20yNP55LDT78lr7Zl6Z0Hmrf1kwXKyAAAiAAAiAAAiAAAiAAAiDgKAHDRJ+VOHCe5pCzNhxy9unOJJvttg/yp5igBnS48AxN352sPDNvrNtJF9mYGcdha266Sgbl3Mqk3zbRRzuSKPfceSpmD87Kg0dU20bnj83zYAcIgAAIgAAIgAAIgAAIgAAI2CLgKjk49hw4wfXr0au9OlBWYRF9uC3RVjvUwtdb7fsjK9ukk332HCVzaFpdD3dqzOFo1qSuuxvdEdGCXo/rqHYvNxo61nSxDQRAAARAAARAAARAAARAAATsEeB0GPvum3f6dyHvOh701MrNVHzhgs22gn3qqX05Z4vNdGS9HafsBHvXo6Nnzpntk5UlYwbToJbBanvCiTyaZseIuuRgbAABEAABEAABEAABEAABEAABHQFOmXEhFxtxYX1CGtFdkWG043gufZtkyJHRHWu2qIWglavgtIpdZUb3kLa/Yo9h6d0te2l5+mG1EtsogN5zINfHsg2sgwAIgAAIgAAIgAAIgAAIgIAQUEUGbMWoPdA+XFFqWNeTZtzahz6+qadaH9yiKR15Yhx5u7urdfmTbfTONPD0NG2ThQAvw7q232wnr0hI2i3fraSRi1apXQ/EhJvl61jqYx0EQAAEQAAEQAAEQAAEQAAEbBFQIWq2cnAkP0akha8PtYz2NbXhy5XR6rhdoJJyKRdgkGNFZ9VCt6aB2iby4dybyIb+qtCA5OPYk1/Ss0iqqwWwMRXewIdzdwrtqWMfCIAACIAACIAACIAACIAACFxCQBk4ttJwXl67jT7Zud9wECtJwYG5PFfN5iMnaOKv640GjiGHZ3v2STrBXpxorqTWs2kQbTqWQ/dHh5OHm6uqkHa+rMIY6tyoIcVx+Nu8pHTKKT6v2h/XLkyVmC5jo+kQV2KDgAAIgAAIgAAIgAAIgAAIgICzBNztVVE7WnTOVBhgMs9lM7xNqGo/KrABPdE5kp7iUs+alJZfpJl7D9ArPWJp8agBtCozm0bzxJ8i03k+HL081imCJnZoSx8M6kbbj+eRJxtB2uShMj/OuQtlenUsgwAIgAAIgAAIgAAIgAAIgIBDBNzd3Nyoskpq0lLnJg2pG3tmRHw8PegmY+UztcH453//3Elt/X1pNM97Mz46TIWcvbFuFy0+kKlXo/c276WIAF/qGdyIegQb2hSFuYnp9PiKDWa6WAEBEAABEAABEAABEAABEAABRwm4zJ49++Jrh+dRVlGe4RhT1Wjjgmld16TZNrMVpRTqW5+a1K9LqacKKe98ie5A80UvNq46NQ7gfB5X2n+ygI5blJg218YaCIAACIAACIAACIAACIAACNgnoELU7Ks4v/fQ6TMkr8qkmCcZ3Xg0pzI17AcBEAABEAABEAABEAABEAABhwi4sjikCCUQAAEQAAEQAAEQAAEQAAEQqOkElIFjq0x0Te88+gcCIAACIAACIAACIAACIAACegJqok9HigzoD8IyCIAACIAACIAACIAACIAACNREAio+7SJcODXx3qBPIAACIAACIAACIAACIAACThJwhffGSWJQBwEQAAEQAAEQAAEQAAEQqLEEYODU2FuDjoEACIAACIAACIAACIAACDhLwJiD4+xh0HeWgMwWFOJdz6HDnNF1qEEogQAIgAAIgAAIgAAIgMANQgAenGq60f+M70KHnxxHvUMaVXpGZ3QrbQwKIAACIAACIAACIAACIHADEXDXFxjoHdubXFxcaX3CuusSQWt/H/p7307k5iI+EHMpvlBGE5etpwu6ggptGvjSa707UPemgdSwrhclncyntzcm0K8Hj5gffJlrAV516KnOkVTCE5um55+225ozuvYa8vP0oJtbhdDgFsHUt3ljmpFwgN7bstfqIeHM7dGOEdSveRMK4+U07uPUrfto/v6DVvWxEQRAAARAAARAAARAAARqKgF3fZEBWdaMm9ggf4oJDKCl6VlUUFJqt/8dRDcogH5OY93zlegGNqD2rLsk7VCl7do9qZWd8TxAvyeqtZU9hk2TVm6iotILakWMmj/uuZU83d2oiK9PTCIZ4Mtr2MKVfC2Hbbbj7I4nOkVS/ToeNGN3CmWfOWf3cGd07TX0651DqKfOW9TCt75Vdf4A0Mb7bqfAel5UzsafGGE9goNo3oj+VHaxnBYmZ1o9DhtBAARAAARAAARAAARAoCYSMPPg6Ds4qXMUPdA+nAf/F2jmngP08Y5Eyiw8o1cxLT/dJZoejG1Dp9m4+SohhaZtZ93TNnS7RtOE2HClK16Fadv32WzXdAIHF8R4SD5ZQI8uX0+HjH3186xDOyeMoN0n8kzGjTTXys9HGTeLkjPowaV/8mD+In1xSxyNj25Nk3vGXjEDx8vNjZ7qEkniKXt3yx67V+KMrt2GeOeUzXuoFXtjAut60l97dbCpLkbNAvbUJOcV0LeJ6ep+fzE0ju5lDg+1bwsDxyY57AABEAABEAABEAABEKiJBNzLy8vpopWevbBmCxseRfQkh1Y93TWKJvEgfVFKBocuJdK247lmRzy7ejNlFJ4mMYqe6RZNT3WNVAPjD7bso62Wuqs2UWYB63J7z3aL4rZFN4PeF91s83bNTuLAyi/ph0leepkY21atLtyfod+svE1D5i+n3zKOmq5fjB0xcFr6eZvpXs7Kg2wkNqpfl348kMlGRKHdppzRtdsQ7/z+wCGlcmtYM7uq5bz3SfZs6WUlh+iJgeN6aaSfXg3LIAACIAACIAACIAACIFDjCLiyqPAsy56dZs/NPzgfJXz6QnqeDZgjRWdpbLswFc609q5baHjrUFKzhPKBovvWhgRq9dl39CwbMKI7LrIVbX7gdvr97ltohF6XQ8T+vnE3tfyUdX8ztDsuMoy2PDCMQ8aG0ojwinYt+1SV9ftiDCFrYpzp5Qz3Y6XOuJF9I9u2UCorDh7Vq1Z5Wfi80D1GHT9ls/X8F61xZ3S1Y670e10O17sjogW9HtdRNb38CuciXen+oj0QAAEQAAEQAAEQAAEQsCSg2SiW203rZzkn49879lO7LxbRQxzKlZSbT304T2Xx6IH039vjTXqycJYT+T/evp/aTF9ED/78JyWybl/W/X7MQPraUpfb/WhHkjKgHvj5D5PuD2MG0TfDzNs1O4kTKy19valvs8aq7SQOXbMnw1o3p/FRYUpFQvKuhIxmYyGcCxmsO3ycNhw5YbdJZ3TtNnQZO5eMGUzfjRyo+pzAIX3TtiVeRms4FARAAARAAARAAARAAASqn4AycDgNo1IpLb9IaRxaJmFrmgRz6JU1KeUGpRJXZkFFHk6wtw1daVfp6tp1cL4Ya+fWbxsfHcZV4VxIQs/sSS9Oqp/PSfVu7M16m71Lf7JBciXk5R7tVTNTNtnPvRElZ3SvRN+stfEuV1lbbgzxi20UQO8N7G5NDdtAAARAAARAAARAAARAoMYScHekZ0NaBtPkXrHsDWmi1LM5BG0qP93/lD0wljKkVTC9yrpSjUxEdD/gvJ1PrOje3DKEXu1trvs+lye2pmt5HkfW74sOV2qS42NLogP9ackdg6muhztJns7f/thhS9Wp7f35+rs1DVIeL6kuZ0+c0bXXzuXuk5A0eUmYoHjSHogJp5fWbFUFGC63bRwPAiAAAiAAAiAAAiAAAtVBQBk4VqaNUXk5o9qG0is921OnxoHKEyLFAeQp/+w9qVRcXmbsn4vSHR0RSpN7xFLnJqJLlCG6nHcyU3Q5HE0TyVsfw7kuk7ldg66L0pWqXzMTzHW1Y6ryLmWgIxr60QGuDpaQc8pqE2LcrLl7qJoD58+sbLp/6R+mggNWD3Bio+aRkcpplTnInNF1ogtVVv2FS4NLdbUArsAW3sCn0uIIVT4RDgQBEAABEAABEAABEACBK0zAXYoMWJN/xnem57vFKMMmOS+fjZV9XEY4zTBRpkV1rXf6d6EXuxvCsfbzZJmSUD9H07Vo/J34rvRSD0Pivej+S3T3Gdu10L2c1fu4CpjIopRMq81Ifs6KsTdTEM//svbQMbp94W90TiYD5aprUWz4PL96i9XjHNnYPqgBDW3djI6ePsvXlm73EGd07TZUxZ2dGzekOJ4vZ15SOuWcO69aGcfFJFzZSi3jCntaue0qNo/DQAAEQAAEQAAEQAAEQKBaCbiX6bwr+jOn5xfRz6lZNCcpjX5IOURSTtiWSA7NEi5L/HViKn2fzLoWBpD+uHTW/elAFn2zL5UWs/Fhr139cc4se3B947u4MpuIZXlorZ0PBnWnYJ96arUj55ukPDJGLQfW81Tvl2PgvGSsnPbhtn1UwkaCPXFG1147lvumDepB4qFq5mOY4FN4iOF2qriEJi5bT/nnS9Qhj3eKoIkdImgq89iWfZI83VypIxs9Igs4ZE+MPggIgAAIgAAIgAAIgAAIXC8E3N14IkqyUij6i90pJC8ruy65ts93pZC8HJHpu5NJXldTOrDBEsiemYNsTG0/ftLqqc5ymWhN/L08yd9LWyPak5NXseLkUhMuvCDGRCEbENN32b9OZ3Sd7AZJLlS7hv6mw4THwBbBJNftU8fDZOBIGGFEgB/1DG5EPbjYgiZzedLPx1ds0FbxDgIgAAIgAAIgAAIgAALXBQHDRJ/GMmoX+T0utg+tT1h3XXTeVid3Hs9TZa0LzpfaUqF7uTS1vK60yFwyJewVe3tTAhWW2D6/nNcZXWf7Gfnl9w4dknKqkPp9u4y82NDt1DiA6rB/Xwf/AAAmIElEQVQHZz+X1D5+ttih46EEAiAAAiAAAiAAAiAAAjWJgMt///vfi3/LmktZRUavhSm8zLhgWtd122yb2YpBycom3dFYBAEQAAEQAAEQAAEQAAEQAIGrQsBVcnCMDpyrcgI0CgIgAAIgAAIgAAIgAAIgAALVRYCLZcHdUl2wcR4QAAEQAAEQAAEQAAEQAIGrS0AZOC5cdQwCAiAAAiAAAiAAAiAAAiAAAtc7AddyKWOMGLXr/T6i/yAAAiAAAiAAAiAAAiAAAkxAeXBg3+CzAAIgAAIgAAIgAAIgAAIgUBsIGELUEKFWG+4lrgEEQAAEQAAEQAAEQAAEbngCqKJ2w38EAAAEQAAEQAAEQAAEQAAEag8BVzee4BGV1GrPDcWVgAAIgAAIgAAIgAAIgMCNTMDdcPEXrTLw4Opq0wb3JD9PDyJdGFsZq3+wZS/tyjFODmr1aGwEARAAARAAARAAARAAARAAgeol4C4TfdqSgLqeNLFDW7Vb7+WRqXO2HM2BgWMLHLaDAAiAAAiAAAiAAAiAAAhcEwLurq6ulZ7496xj9PzqrSa9C1xaOjmvwLSOBRAAARAAARAAARAAARAAARCoCQSUgVNZmegTZ4ppT86piv7qwtUqNmIJBEAABEAABEAABEAABEAABK4tAXeZ6FMffmatO3e2a0XdmwZRAw5ZO3CqgD7bmUyz96VaU8U2EAABEAABEAABEAABEAABELhmBFSRgYs2XDjluu0hPvXJjYsOdG0SRDNuDSLJz5m6bd816zhODAIgAAIgAAIgAAIgAAIgAAKWBNREn5YbtfXcs+fp4+2JdPdPaynwozkU+sl8mrE7We1+I64jebm6aap4BwEQAAEQAAEQAAEQAAEQAIFrTsCugSPFo19Ys5UWpWTS2QtldPxsMU3+fTud5+X6dTyoXUO/a34B6AAIgAAIgAAIgAAIgAAIgAAIaARcDTk42mrl72dKS6nYWFra0x0enMqJQQMEQAAEQAAEQAAEQAAEQKC6CNj14MgEn6Gce6OXuyNb88SfdUjydpJy8/W7sAwCIAACIAACIAACIAACIAAC15SAu60CA9KrGUPjaHibFpSYe4on9TxFMYH+1KFRQ9Xhz3enUCF7c4hQM1oBwR8QAAEQAAEQAAEQAAEQAIFrTsDdXonobxPTqWdwI4oKbEDRQQGqs2IQfcHGzcucmwMBARAAARAAARAAARAAARAAgZpEwK4HZ3HKIVp84BA1qutFEVxQQIoOiDcn73xJTboG9AUEQAAEQAAEQAAEQAAEQAAEFAE10acYLvbkxLliOnG4uEIFUWkVLLAEAiAAAiAAAiAAAiAAAiBQYwi4siCLpsbcDnQEBEAABEAABEAABEAABEDgcgi4Xs7BOBYEQAAEQAAEQAAEQAAEQAAEahIBZeBw3QAICIAACIAACIAACIAACIAACFz3BODBue5vIS4ABEAABEAABEAABEAABEBAI6AMHBcUDdB44B0EQAAEQAAEQAAEQAAEQOA6JqCKDFzH/UfXQQAEQAAEQAAEQAAEQAAEQMBEwLWsrMy0ggUQAAEQAAEQAAEQAAEQAAEQuJ4JuLq5uXH/EaPm6E3s16wxzb6tL8U3b+zoIdADARAAARAAARAAARAAARCoJgKu5eXldNFYRq13bG+Ki+1TTae+Pk8zLrIV3R8TTuOjWtu8ADEXYwL9ydPN+RoOnRoFUJP6dW223S7Aj9o08LW5HztAAARAAARAAARAAARA4EYmYJjo0+jAceFqA+sT1ikesUH+dE9kGPnV8aiUTwfWHR/Fup4O6AY2oHsjWzvUbqUnvgYKZ0svqLPmFZ+3efZeIY1oz8Oj6KXu7W3qWNvxRKd2tGPCCIrj423Jc92iae/DI6kve5IgIAACIAACIAACIAACIAAC5gTcJQfH2jw4kzpH0QPtw6mo5ALN3HOAPt6RSJmFZ8yPNq493SWaHoxtQ6fPl9JXCSk0bTvrnrah2zWaJsSGK90ZCQdYd5/Ndq2e7BpvfHntNnp/6z46fuaczZ7Uc5ewP6LAep42dSx3tPb3oQ8GdicxoP7IyrbcbVqfn3SQ/tIxgr4cGkdRX35PZdZunkkbCyAAAiAAAiAAAiAAAiBwYxFwGzVq1BurC/dRYek5Cm0SSlnHsxSBtTzILr5QRp2bNKQBLZrSpM6RFBnoR4fYyDl65qyOkgutOXSMdS9QlyaBNLBlMD3VJZKiGvrToQJLXaI1mUfpPLfbhdsd2LIpPd0liqI4nCtTdIv07epO4cRi+6AG9MUtcfRu/2703sBuNJENr25Ng2hrdi4VsAEmEtnQjxaNGkhP8TU9ysZCz+BG9GPqIfpuxACa3LO92jahfRtanXmM8s+XqGPe7d+V3onvoowL8VYdP1tM+/MK1D7tj7eHO/Xl3JyBzKtv8yZUyOcrKC6hCA4rk5cre8hyz1n3/PyjXxfqyZ4bMSbn78/Qmrzk/WBBEQ0Pb04xQQGUnn+adp/Iu0QHG0AABEAABEAABEAABEDgRiXgLmFpLq6XFhk4zZ6bf2xMoKnsrXioQxt6rlsMjW0Xpl7rD2fTB1sT6ee0Q1TO5ET3rQ0J9P6WffQw677QPYYkV0Vef7Kh9MGWRFqi6bKH4u8bd9N7W/bSxA5t6YUeohumXqIrbSxhY0PadVaGsHG19M6byN3VlcrZs3GosIha+vnQ3VHedFvrZtR51k+UxkaBn2cd6si5Lr78LiLrIr1CgijEp75azmUDxsvoiZENob7eyhDzcndX+8Ot5ME8HNuWPhzcQ+2XP0NahaiXtiExN5+iZ3yvrZreA+t60oOc1yOyMDlDvdv7821iOhuegfR67w40e2+qPVXsAwEQAAEQAAEQAAEQAIEbioDbiBEj3lhzmj04JeYeHK2yWikbCluO5dKnO5Mo7dRpasueiC5NA5Xx0oaXF6dkmoCVlht0/7OjQrcr694V1YoT4y10ud3N3K7opp4qVB4Og26YOsciXbumE9hZ8GAjbdVdt1ADL0/68UAmDfh2mTLQvmYDYEjLEGrmW5/CG/iQGAeHT5+lD9lA68F9a82GSu65Ylp+8AgNYs+L6E3fuZ/i5y4z87aI4SEGnzAYHdGCVmYcpQ1HTpj1KJs9W0fYCyXhax3YgNrG1ycheL+xrry+2ZfG13ra7BhZuYn7dx8bOKc4r+fJFRsrNe5OsVdoEnvJAtgwEn5n2SMGAQEQAAEQAAEQAAEQAAEQIFIeHEfSOMR4SSs4zfkyRRTFRQVEgm1U+xKjSDwlEnYm4WdK19t6ZTDVrtLldk269dQxzvyJ5JC45uxlERFPyZ3tWpkOFwNGpA8n5ouv6iK/ijn3aPiiVfTjmEHKy5LylzGiQvPYAHqCjYyqiOQoiWdqMBtKYrCsP3KcpmzeW2lTYf4V/b7gwM2Q0LgzJaVUnwtASEW13HM5lZ4DCiAAAiAAAiAAAiAAAiBwIxAwhKhdGqFmdu0S+jW5VyxX7mqitmezl2LqtkT6lL0HljKkVTC9yrr9OAdFRHQlnO0TK7o3s+fi1d7mupLAb03X8jyW6/rSyX/t1cFyt1r34NA1yYPREvPFyLnzhzV06tnxarsovbBmS6UeFKuNX8bGVlxgQORYke3CBZbNZ7OXqLXRwNl4FAaOJR+sgwAIgAAIgAAIgAAI3JgEbFZRE5tnVNtQeoWT7js1DiTJ1clkD8677KGYvSeVisu1sCjO4WHd0RGhNLlHrMoNYVXKEF32XswUXTYkNBHdMW1bqGR+ySORdkV3yuY9NDPBXFc7xpH3HM6Z0eT2hSvZw2Eo56xtk5ycDPY+acaNbHfjc0s1MjF6NPl17BAaOPdXs/A0bZ+z7/WM+TqVHSf9ECnlOYkcFfFCiXhUYa4dw5H4CwIgAAIgAAIgAAIgAAK1j4C7m5ubMjIsL+2f8Z3peS4sIAZIcl4+Gyv7OH8ljVQIVYU9oA57p38XetE458v+k/kqLGuOpmvR8DvxXeklLiwgIrr/YiNoDuemOBKaZdGU2eqenFNUWlauBvxSSW3Kpj0mT0yYn7cqaCAenJe4zLOIXIIYNxLKtp0rrN323Ur6dng8V0ALVrk8g+ZV3cjRcmKkH5rIHEFj+VzB3vXo7+t3qTA5bZ+E84k0quelbar0vakxPDCDq6pBQAAEQAAEQAAEQAAEQAAEDAQMJcHMhtuGHen5RfRzahbNSUqjH1LsVzWTAfqSA4fo68RU+j6ZdS0MID1sKW3804EsTrhPVQUKHPdZ6Fu5dPkUl3N+e1MC/U9cR3qbjahnuPy0hG7FcF6PFEMQkSR+MXAGhDYhKcssE3KKSDEAKfu8/vAJZeDEcoGAzfcPo/FLfqdN3MYrPdpznk6w0pWqbCLS/tCwELUshQMeXb5BLcuf5JMFVMJeKyn7nPboHZTHpaE7NQ4gNzawLrIn6SMO75P+apJiLDcdzX0VdJp3Rttv+d7Mp57Kv5HtUvQAAgIgAAIgAAIgAAIgAAIgYCCgQtSswfhidwrJS424rSnotn2+K4Xk5YhM351M8roa8hZ7Roo4+f41Lp/chD0lozgUTkQMmwU8QaZMQCrSjufB0YwbWY82elpidB6XED4+lCuqiYHTVeb3Yc+OXqTamrxEQrzN58M5yecbuXgVzRjah8I4v0ZeYvAsT8uiT7hCm964keMT2PskIXTS586NG9L24ydls00Z1cZwXYe5qIGUwoaAAAiAAAiAAAiAAAiAAAgYCLjMmjXr4utH5lNWUR71ju3NIWmutD5hHe81umGseWPMtpmtGFu9tnilRy24olpgPU81eagk71fmFblaPW7MYWd1ORfnSNEZzrGx3Yu5w+K5nHYY/Yu9UJN/3263O2vvHkrx7IV6Ze1Wh6q02W0MO0EABEAABEAABEAABECgFhFwZeGwKcMVbUjYYDRuru8rlMuRggLbsk+ygXPtjBuhKKFv0hd7xo3ovbVhl/LiPNIhgg0iN9lkVSTkrl/zxnT6fKnDXjOrDWEjCIAACIAACIAACIAACNRCAq7lXLlLCglAri2BRM7bkfLYMnnn8PBQm52RQgVyvyat3Ej5ujwemwdgBwiAAAiAAAiAAAiAAAjcQARUkQFJfIdcewLPrdpCKXmFqrqcrd5ITtCdP6ymhcmZtlSwHQRAAARAAARAAARAAARuWAJqos8b9upr2IVLqeyPrUyIqu/mL+mH9atYBgEQAIFaS2D6jI0OX9ujD/dyWBeKIAACIAACtZsAz3GJ8LTafYtxdSAAAiAAAiAAAiAAAiBw4xAw5uDcOBeMKwUBEAABEAABEAABEAABEKi9BODBqb33FlcGAiAAAiAAAiAAAiAAAjccAVcUGLjh7jkuGARAAARAAARAAARAAARqLYEr4sGRLJ4Gnh7kzy9I9RHwcnNj7nWYe53qO+l1eqZ+zRrT7Nv6UjzPIQSpGQRq8ufX28Ndfbfq8/uNLvV4Xi75nXHmt0b4vdW3E0XzvF0QEAABEAABEKhuAu7OenA6Ngqg7DPnKPvsOVNfPxzUnSZ1iVLr45espXn7M0z7avpCuwA/KuPqZQdOFdb0rpr1z4+NyeOT7iZP46Sg9y35g75JTDPTwUoFgXGRrej+mHA6f6GMfs86XrGjGpbaNPCl13p3oO5NA6lhXS9KOplPb29MoF8PHqmGs9fMU9Tkz++A0Ca0+u6hClwZzxNW/4Ov6XxZec0EeZV71ZY/u0mPjCZ+EmY60/glv9O3iemmdWsLg1oE82e+I09eTPS/63ZaU8E2EAABEAABELhqBFSRAUdnwXmsYwRtfWA49Q5pZNahFRlHaG/OKbXNw9XVbF9NX3muWzTtfXgk9eUn/FdC7uaB9Jnn76OLr0xQr7KXH6TpN/e+Ek2btXGm5AJ9tms/Jebmq+0ebhUDEDPFWrZSVb5nSy8oEnnF56uViBg1ex4aqYyrZj71SZ6G92vehJaNHUK3t25WrX2pSSeryZ/ftPzTNGN3ChWVlJIb/57pB/c1iWF19EUeZk3flUwLkg5SkvZbY+c3vj9/tleOu5kWjx6ouvc/cR2p6Ll7afEow3p19BnnAAEQAAEQAAFXFnJkaBzm70PvDehOMlD8MyvbjNzStCP01Z4Us23Xy8p8/sddh0O9vhwaR266p5RV7X86D45+5blqTvDAQEQGRw/FtqEm9etWtUmrx8mcOc/yxKCf7dxvdX9t3VhVvi+v3UZN/z2P/vr79mpF08rPR3nZFiVnqPMHfTyX5uwzeNom94yt1r7UpJPV5M/vocIzNPHX9ZRwIq8mIbsmfSlkI++JFRtp3E9r1QMVe52Q388Zt/ahwS2Dae2hY/T+lr207Vgu1a/jQc186tk7FPtAAARAAARA4IoScDjA/Hn2dEg41Je7kynHzlPwxjyQnxLflTo3aagMht0nTtG0bfvoYGGRWcef6RxFw9o0p3AOgQj2rkc5Z4tpaVoWPb96CxUZn7ZrB0yMbUtDWgUrL4sfx4JncltilGQXnaW4Ob9oauq9fVAD+r++nalz44YUzP9Uj5w+Q+sOn6DJv28jGbhYymr+R7wjO5f7G0j3Rrem2XtTLVWcWt/M/9DH/LCGFozoT3e2a0UH2eBpxcbhg+3D6Z1Ne0xtxXBs+ue3xJGnmyvt4oGUXNeA0KYkHrA/D2fTo8s30OHTZ036shAR4EvPdo2mWL7GUo792Mb9PmPBSvQ+Z49RF+YvsuHICXqXBxr/y09SpX25P6syj9LoxatJBpkilTHr06wRfTCwu8kA3Hk8Tw0A5VgPVxf6lb0RWh6Q3Lub5i2nEg7tcea+SVuOiKN8tbbe7d+VBrZoqq3SWxt20w8HDpnWtQVnmWnHVfb+M3+mh8xfTr9lHCXNUyrGznj+rLX087Z6uAwUb2PvTvemQRzGdlh9fq0qXqWNz3C46XD+brb2t/3dvBE+v3q8t7QKob9zTon2EER+U55ZtZkm8Pf6yc6RSvX1P3fQsvQj6nP/eKcIte3kufM0ZMEKfVOVft9a+nrTnGH9yIt/b+UBiXj+fNhI+JE/t/XruNNgDv8qKi2l1/7YwQ9Tjjis+xl7YjSp7Duv6Tnz3jM4iORBWB5f82D+DZDPex3+Pft2eDwdNz7wcaY96IIACIAACIBAVQkoA8c4zrXZRqCXJ90fHa72L0rJtKknO/7Vvxvx/2STxHM8uwwCRixaRWt54C7SiPMQpg7urpZLeSB8ig0mMUYekRA4HrR/weEhmjzUvg19wd6VkrIy2nQ0R3mb+nIYhEgDL/Pk+iH85HDpnTeRO/9TLeeLOsSGUEt+gn53lLcaMHae9RNJ+ImlSDy5GDivc57E5Ro4ql9srAwPD6WMgtN0789/0Pp7b1ODnn+xgaMNcutxEq4k4PqyrpxbL7e2bk6v9GhPT/222bRZBrzfjRhAdXVJz8LWmoQwy3YN/UnO0ZoNyJFtWlAz3/om1WHctyg+dwKHFTrCLIDvfwfOvRKjUkRvgLq5uJJ4KcSIExGjU3mtnLhv6kAn/kiyc2V8teZCebAo1+rlbrDlxaC2Js4ws3a8rW1igK5k40YvI9u2UKsrDppv13RG8/4FIweo1Vd7xVLbzxdRqpXPrQweY9jYlc95Lg8qNZFBuDcPhAvOl2qbHH5vVM+LPhzcQ+nLd87Wd7O2f34tgQnnbmxwilzg3yz57ohITlUnfpgin/lI/s6JgdOcv2v6z1xdNlTOce6XiCPfN3d+aNCWcwMD+V7oZSyHv2oiD5veHdBNPcBwVFd+26QfjvTB2u+kdm5b7xIuW8q5SgF1PWkaf4bk9+4I/x7cwQ98ICAAAiAAAiBQnQQcSpjpxTk3MrCWwc7azGOV9u+DLfso7NOF1OGrH2k16/twQvyMW+NIqiaJnDhXTM/9tkV5Efw/nEONOXTofjYERO6MaKnetT/aIF68H/HfLqN+/JIn4qd58CYJ45qIJ0HCzMS4+fFAJgVzm60+W0itP/tOxY6LIfGRceCmHaO9L007rBbFGAjkf86XK3dHhSlv1zcciiQelD05ecrQ0HsStrCnJ3rG96ZT/YM9C35Tv6FbvzM87R3Fg1zNTvTlp7dfsLdH7sFP/BQ38ovF6rq+SqgwBE0N8cJtC38jX25LRDxDYjz+jUOzQv4zj25fuJIeY+/QHh6gOcrsp9QsenPdLtXem5wwLPdBBkn/5apkYhiETV9Iq4yD+IHzfqViHhg7et9Uo07+cYSv1qSE1tR9/2uSIgz2xFFm9tpwZN8wNl7H8+dDZOaeA1YPkafgmrjwwFmMS0t5qXsM5T59D21/cDjl8Hvao3fQ3GHxynt38LE7aDvnylVFTrAn9Vk2rEctXkX2vpu1/fOrZ3cTf9alSISIeKMbfTSXJvyyTq2/x97RR5atV8vaH0mql8/c+sPHtU3q3dHvW3JeIYV+ukAdI6Gu8lv28fZEtZ5ZwA9teN9mftjjzb8L5/m75qhuKBtejvbBrOMOrpw6X0L/2ZGktJ9iL2DWE2Np9V23UA/OQ4OAAAiAAAiAQHUSUI+19R4XaycP8zeE0kj1JxXWpI28rSin5BXQi2u3Gvaws2TC0nV08PE71BP+TjxQ23gsh8SqKuB/hk93jaRpN/Ugbw8PDrUyPG3uwWEOetFyWSTcKYifaEooW/aZs/Timi2UwgMBTeTpaXN+Wi8iTxIlPEyTXDaoRPpwIQHpuuZFURv5z37u8xmONZdYcal4lXsuR9tVpfcHuFqXyEp+Qi9PxH9IOcRhKQH0lw4RHB52qYEoYXRvrt+pws7kCfB+5iweGDEeJEwtjkPEmnIYnzxRn/DLn5RXXKLaf/TXDeyZaq7CztQGK3/kiep9bDzO339Q7T1adNik5Qyzn1IP0T/iu9AtYc3ojfW76I0+nUgMX7mPL63Zpvoo4XhJJwtU+47eN1F+slM7auJtO0dp27GT9COfXxNn+WrHOfpuj5m04Wx/tfP24s/2fA5dlMT1tzfu5lBE8wGwpidhbRIS2ojDCSWxexnndOlFwhrf4jBMqf63jttoziFMYhTpDaPnOHyqKqJ9N5/pGqWewtv7bmrt18bPr3Zt8v7jmMFq9YkVG+jTnRVhXnodR5ad+b5p7aVwdcdjbOSsPZRNYjSs5IIumRxqKw9N5LdSHmAQGUJvHdF1pg+Wv5Nan+y9P8chxuuPHKdnOJQ2jn8fBnB46Mb7bicJ3/sHVw6EgAAIgAAIgEB1EGCHhwxp7IuEeYkcKzIkztvTlsGZXrKKztDO4yc5JyRQhV2IgSODs79y6I1ICQ/A9+WeMoVjSKiHXj7mJ4JirLTgfIXHeSCsF0lg7T93mcpDEcNEk7/2Mjxt1da1d8lvkfZlYGgpUi2otdHA2chPR6sqkQ39qLvRSPt9/K1mzYxsG0pB7CHK0YUTicL27JPKuNGUpWS1GDguRh+OlLIWkUp1mnEj62JsyuD3QQ4HsyWSp6MZN5Y6zjDbywNtSfDvxk9j5TjNEBUDSzw8EgImOVSaOHrfRP+Vnu1Nxql2vP5dPHKagVMVvvq2HFm2x0yOd6a/2vkkHHHJHYOVF27h/gz6G+dP2JJ9zDr4P/NJnrgf5Cf2liIli2/9biWHc+bQaa6mJ9KYDWnJ2fFlb6l4TWVQXBX5v37y3TR8f8RDau+7qbVfGz+/2rXp33uHNOaiHsmXPCDR69hbdub7ZtlOmdRbZtHyCOV3U8T811JtInu6zvTB2u+k4QzW/4p3KIJ/qxYmZ6pXaza6pYqalGeXapVTNu8x+52z3gq2ggAIgAAIgMDlE3AvY69AZaIl1kq+TGUiyf16qc8DX/mnJ3KC586Rf8iPGRNw/7p2O03lkA9JSJftJ5+5RyXZi64mTfkp9svsESrigZw8oW7IBoK0J3kKXXmwfSt7FL7jpG3x7GgiYVhShlYvkpOTwbkKtv5payaPBz8dvxx5MMZgbKzkOU4ydIPTniFByovzABsjEtbijGi5FOLFkXuhvwatmIAz7Wm6zjKT8LhneaDy7oCuylA8xvH1knvzND9ZFtFC/WTZ0fsmupIobSvhXvb/oZu35mrwlXM4I870V9oV42YNz6si+RpSgfD+pX/YHSTLPR4e3lwZyss4fPIPK54eKY6hl+P8+V+iMzD1+xxdNnw3DQ8RJnPVualb7X83HW33evz86q/tbg5znDaohypCIp95qchnTRrXq/BCuvM9tPxMO/t9s3aOy912NfsgxRamMqdHuQLd55xHKXk8k1ZuVAaOfPbl91vC7yAgAAIgAAIgcLUJuLupvBhrzwErTp3OyfIiEm5VmcRzAYBbWobQrxxKIa3K024VK85Pg+VJr5q9nJPWRaREsxg3Munfa/zUuAFvl7kn9PIC5xqIB+ceHmT82xjfLfu33j9MGThanySnREKLxECRCkFTOGdHM8fC2PszsUNbZTy9ZGNwIgNyEb1RojY48UcGplKJTZKQpbiA5DNoInH8K3h+iEe4H84aOOIBExED52/s+RKjUJ7cS76ShL5VVZxlJlWcxMAZwUUL5BplEDz79n50Ow/GpXy4hNFo4uh9E/2/cE6QI3K1+Dpybr2Oo/2VY6Qi1oqxN6vwSimdezvnR0mit4RcSiK6VA20lDERLTiUbYDaLMUmIjjnqjomopWqXfIdFHHku6kUHfhzPX5+9Zcln/tU9qquZSP1Jb4fRzhsdJoxJ0b08jlMU+SWsBD2zG1XntUJXBo+hEMH9eLs901/7JVavpp9kEpvIp9xFUcpBCMeZ/ndE5HfdfEAQ0AABEAABECgOgi4l/NA9aKVkC39yQ9wjopIlAqbujSHZVxkS9NTfEmKXnrnYM6TOcftkkpwl2PfWr9bFReQZS3HZPdDIyiNjScxSKQ4gIgYQ0s5lOdNzvOQRGYtZO3b4f3Vk0D5pynhW+K9kX5v5pA3EUlwfXtTggqJeJvLVEupWwk1k3K2bYweJCmSYM3AkTkaJP9GJO1U1f4JSxuzOeleEvpFZPkd7s/v7H0YwVXLJnWJVNul4tEyrvT2Ag9sPxnSW22T4gPvcUWkF9dspSlc1ljKOYvM5fKqUi56J5eRltLCY9igeZPD+17mQZbE4csAWROZNbyQCy+IEfnJkF4cCmUo6CAetVV33azUJHRFzqFVgHKWmeR7CEMZBG9htlJuWTMqpfS0FBfQxNH7pulX9u4s39Hfr1afSSkvLqKFWcrnYigPREVS+V4LXzFCHGWmDnTizweDups+Ex05By3lkTHq6MB6BkPCmoGjf/Iv3yf5flSHgSOGl/bdTODJSVPzC21+N6X88YyhfdS11LbPbwsODfxocE8VVqvd6m38vZLPu5T3nsr3VMJN/709iaSq5C5+AFHGv6OxfH+PTrqLHz6UmuVD/TB6kMqdO8ohvo78Rkko1yz+/RDpyuXev+QCI0s4DFREHpBoBqOsy+c231gtrzJduaY7f1zjUB+038mx7VrSo1zdUkSrQCgl5++Paa22rco4Rv/k3zkRrRS0fGblQY8mYhy+zL87UtoeAgIgAAIgAALVQUDl4PD/I7uSkJOvyi43YQ+ClETdccLgUdAOiglsYBpASpW1CM5D0Qb6kmwuxop+DgYpPPB2/y5qRndpT2L9Z/NEoVJedQjPNyGJ7F8lHFAGTq7RCyIeAtkuLxlMbOTqZF9yGIQMPDR5i88jTwql4pH0VSqRicigXGbi1j911Y6R91HskRA5zEaDlNytisigv2dwI9Ohg3iuigWc2C8GTkRDX+qvK+ksxQ5kwN6Lw9ZExKjry9tEZJ+si0j4mXio9vHyQ1y1SUoOy8BBjDExbmQwKmEgkgcj4R+yTXI2BrVsairpLOVkB3JfRISbeIE0A0e2OcNMcn6+5wHdQ+x9WM4heDIJoHglbuJ79tMBwwBM2hRx5r4ZjrD/11m+Upq3K+d9adeutS7lsrWS2SHeBsNdyto6w0xry5F3+dxq4s+fEX+dE1QSxa2JDGaf4nmipJ+72bi1LDJg7Zgrte3BpX/SO2xk9+Mn8Pa+m2LA1tbPr4RTiTdGyqJLSJdWrVELDZUBfH9+CKHdl3T+zj22fCMXAYhURo4UQ5Hfp1bsOZbfIfFqy+dXDBxHvm+iK78fIpLbdjN/v6bzHDbyMEEKqchDEs3gFQ/uRWPAY2W6cj8bctuO9EH7PEn+n+V3SMJStbLwWvih6EtYmpREv8CGjDxUkYcKfecs5YdQuVpzeAcBEAABEACBaiHgMnPmzIuvH1lAh88YB1smY8e4YHz7hkORxkWG0bubE+hVrohTIaYDzDY15Xh0MZyO2kl2Fp3A+l5qoG7r6Z4Pz+chE4FK7HYIv8vgQYwQfbJ9xYkNS9KjFjwQkKfkRzlmXooj2Ht2KKEnUtb4Fc71mbLZufwYy3Nf7XVvLhUtOUgyv4R4ya6UOMpMJvSUga3kxYjB1YRD+6SM8Wr24OjvYVXu25W6ltrQjtwPmZT1St5jZ7hIyKbMwyJGtP6+OtOGNd3r5fNrre+ObBOjRjw4+nmJrB3n6PfN2rFXatvV7MMe9gA25cqIgVxS+3Jk+oyNDh/+6MO9HNaFIgiAAAiAQO0m4DJr1qyLrx2eX6mBI9Wrdk0YSflcorjlZwvonCkcSf5NWoiVTRYaNWZVQtgkHEeKGMh8Elo8fY3pIDoCAiAAAtcZgV0TRpAUWoj56ofL6jkMnMvCh4NBAARA4IYlwJEmXIyYy3tWJjK/yWc7k9Qs1cM4p6S2yFguYCAMpNoPjJvacldxHSAAAteSwG1cxnwQT/oLAQEQAAEQAIFrQUAVGVDVABw4+wurt6rJNSVspbbIJk6Wv/OH1WrehtpyTbgOEAABELiWBCSEFgICIAACIAAC14qAwyFqZh00c/iYrRjUrGwyOx4rIAACIAACIAACIAACIAACIHAVCBhC1GCQXAW0aBIEQAAEQAAEQAAEQAAEQKC6CbiWcbGASqbBqe4+4XwgAAIgAAIgAAIgAAIgAAIgUCUCrm4814Mk2UNAAARAAARAAARAAARAAARA4Hon4Gq4AHuzxFzvl4j+gwAIgAAIgAAIgAAIgAAI3CgE/h9sWDdNX352hwAAAABJRU5ErkJggg=="
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Command Line: Running code from Terminal/PowerShell\n",
-    "interactive mode (>>> )<br>\n",
-    "![command%20line%20interactive-3.png](attachment:command%20line%20interactive-3.png)\n",
-    "\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Script mode\n",
-    "when you enter python and the name of a program\n",
-    "python test.py"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Jupyter Notebooks: a mix between interactive and script<br>\n",
-    "### If many lines of code are entered, the last line is displayed"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "30"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# enter in 3 different calculations such as 17 + 3 * 2\n",
-    "45 * 2 - 11\n",
-    "17 / 4\n",
-    "5 * 3 * 2 * 1\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### A print statement will always display its result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "79\n",
-      "4.25\n",
-      "30\n"
-     ]
-    }
-   ],
-   "source": [
-    "# enter the same 3 calculations, but with one or more inside a print statement\n",
-    "print(45 * 2 - 11)\n",
-    "print(17 / 4)\n",
-    "print(5 * 3 * 2 * 1)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Python has 4 basic types of values: float, str, int, bool"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'float'>\n",
-      "<class 'str'>\n",
-      "<class 'int'>\n",
-      "<class 'bool'>\n",
-      "<class 'int'>\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(type(4.5))\n",
-    "print(type(\"hello\"))\n",
-    "print(type(2))\n",
-    "print(type(True))\n",
-    "print(type(100 - 13))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Integers are represented with type int, Other numbers with type float"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "8"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "2 * 4"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### There are 3 operators that relate to division in Python:  /, //, and %"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "18.666666666666668\n",
-      "28.0\n",
-      "2.4074074074074074\n"
-     ]
-    }
-   ],
-   "source": [
-    "# The / operator does Division as a float. Try a few examples\n",
-    "\n",
-    "print(56 / 3)\n",
-    "print(56/2)\n",
-    "print(19.5 / 8.1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "8\n",
-      "4.0\n",
-      "4.0\n",
-      "5.0\n"
-     ]
-    }
-   ],
-   "source": [
-    "# The // operator 'floor division' always rounds down. Try a few examples\n",
-    "\n",
-    "# int // int\n",
-    "print(50 // 6)\n",
-    "\n",
-    "# float // float\n",
-    "print(43.2 // 10.0)\n",
-    "\n",
-    "# float // int\n",
-    "print(43.2 // 10)\n",
-    "\n",
-    "# int // float\n",
-    "print(43 // 8.2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "3.4e-05\n",
-      "25360946263905.117\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Sometimes / will display small numbers in scientific notation\n",
-    "# print out calcualtions that result in very small numbers\n",
-    "print(34 / 1000000)\n",
-    "print(456.5 * 55555.2 * 999999.9)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1\n",
-      "11\n",
-      "0\n"
-     ]
-    }
-   ],
-   "source": [
-    "# the modulus operator (%) gives the Integer Remainder\n",
-    "print( 15 % 7)\n",
-    "# try other examples\n",
-    "print(623 % 12)\n",
-    "print(100 % 20)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1\n",
-      "3\n"
-     ]
-    }
-   ],
-   "source": [
-    "# you can use modulus along with 'floor division' to grab a certain digit of an integer\n",
-    "\n",
-    "# get the last digit of an integer by using % 10\n",
-    "print( 741 % 10)\n",
-    "\n",
-    "# get the 2nd last digit of an integer by using // 10 % 10\n",
-    "print(6834 // 10 % 10)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "7"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# the wrong way to do exponentiation is ^\n",
-    "2 ^ 5"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "32"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# the correct way to do exponentiation is ** \n",
-    "2 ** 5"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "1.7320508075688772"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# fractional exponents are like nth roots\n",
-    "3 ** (1/2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "8.0"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# curious fact: repeated exponentiation is done from right to left\n",
-    "2 ** 9 ** (1/2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Order of Precedence....this will be on your quiz"
-   ]
-  },
-  {
-   "attachments": {
-    "precedence.png": {
-     "image/png": "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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![precedence.png](attachment:precedence.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-16"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# What operation is higher? ** or - ? \n",
-    "# ** is higher\n",
-    "- 2 ** 4"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "16"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "(-2)**4"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Strings\n",
-    "Strings are the *text* of Python. They are enclosed in `''` or `\"\"` (but don't mix and match them!).\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "EOL while scanning string literal (<ipython-input-33-21683758d607>, line 5)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-33-21683758d607>\"\u001b[0;36m, line \u001b[0;32m5\u001b[0m\n\u001b[0;31m    print('hello\")\u001b[0m\n\u001b[0m                  ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m EOL while scanning string literal\n"
-     ]
-    }
-   ],
-   "source": [
-    "print('hello')\n",
-    "print(\"hello\")\n",
-    "\n",
-    "# error\n",
-    "print('hello\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "A string can contain special escape characters that start with \\\n",
-    " - `\\n` is for a newline character\n",
-    " - `\\t` is for a tab character\n",
-    " - `\\'` is for a literal single quotation mark\n",
-    " - `\\\"` is for a literal double quotation mark\n",
-    " - `\\\\` is for a literal slash"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Hey \"Carl\"!\n",
-      "Hello World \\till next time\n",
-      "With regards, \n",
-      " \t Alice (notice the tab!) \n"
-     ]
-    }
-   ],
-   "source": [
-    "# TODO Write code to print the following messages!\n",
-    "\n",
-    "# Hey \"Carl\"!\n",
-    "print('Hey \"Carl\"!')\n",
-    "\n",
-    "# Hello World \\till next time\n",
-    "print(\"Hello World \\\\till next time\")\n",
-    "\n",
-    "# With regards,\n",
-    "#         Alice (notice the tab!)  \n",
-    "\n",
-    "print(\"With regards, \\n \\t Alice (notice the tab!) \")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 38,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'helloThere'"
-      ]
-     },
-     "execution_count": 38,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# the + operator concatenates two strings\n",
-    "\"hello\" + \"There\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 39,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'ha ha ha ha ha ha ha ha ha ha '"
-      ]
-     },
-     "execution_count": 39,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# the * operator repeats a string\n",
-    "\"ha \" * 10"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Boolean Operators"
-   ]
-  },
-  {
-   "attachments": {
-    "boolean%20operators.png": {
-     "image/png": "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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "\n",
-    "\n",
-    "\n",
-    "![boolean%20operators.png](attachment:boolean%20operators.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 40,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "False\n",
-      "True\n"
-     ]
-    }
-   ],
-   "source": [
-    "# try  and, or, not with True and False values\n",
-    "print(True and False)\n",
-    "print( not False )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 41,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "True\n",
-      "False\n"
-     ]
-    }
-   ],
-   "source": [
-    "# try comparison operators\n",
-    "print(3 < 7)\n",
-    "print( 5 == 2 + 2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 44,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "True"
-      ]
-     },
-     "execution_count": 44,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# try to compare two strings with < or >  or >= or <=\n",
-    "\"a\" > \"A\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 45,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "True\n",
-      "False\n"
-     ]
-    }
-   ],
-   "source": [
-    "# practice using != (not equal) and == (is equal)\n",
-    "print(45 != 40 + 1)\n",
-    "print(45 == 40 + 1 )\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "float"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# compare two types for equality\n",
-    "type(22 / 4) == type(22.0 / 4)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "True\n"
-     ]
-    }
-   ],
-   "source": [
-    "# compound comparisons with 'and'\n",
-    "print (4<7 and 19 > 2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "True\n"
-     ]
-    }
-   ],
-   "source": [
-    "# compound comparisons with 'or'\n",
-    "print (4<7 or 19 > 2)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Review:\n",
-    "Go back to the Learning Objectives at the beginning of this notebook and tell yourself one fact about each."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "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": "3.9.1"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}