diff --git a/HandPose/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/HandPose/.ipynb_checkpoints/Untitled-checkpoint.ipynb deleted file mode 100644 index 2fd64429b..000000000 --- a/HandPose/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/HandPose/front-back.jpg b/HandPose/front-back.jpg new file mode 100644 index 000000000..1bfd9f4c5 Binary files /dev/null and b/HandPose/front-back.jpg differ diff --git a/HandPose/handPose-Notebook.ipynb b/HandPose/handPose-Notebook.ipynb new file mode 100644 index 000000000..735ffa802 --- /dev/null +++ b/HandPose/handPose-Notebook.ipynb @@ -0,0 +1,172 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 94, + "metadata": {}, + "outputs": [], + "source": [ + "import cv2\n", + "import time\n", + "import numpy as np\n", + "\n", + "protoFile = \"hand/pose_deploy.prototxt\"\n", + "weightsFile = \"hand/pose_iter_102000.caffemodel\"\n", + "nPoints = 22\n", + "POSE_PAIRS = [ [0,1],[1,2],[2,3],[3,4],[0,5],[5,6],[6,7],[7,8],[0,9],[9,10],[10,11],[11,12],[0,13],[13,14],[14,15],[15,16],[0,17],[17,18],[18,19],[19,20] ]\n", + "net = cv2.dnn.readNetFromCaffe(protoFile, weightsFile)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "time taken by network : 3.167\n" + ] + } + ], + "source": [ + "frame = cv2.imread(\"./right-frontal.jpg\")\n", + "frameCopy = np.copy(frame)\n", + "frameWidth = frame.shape[1]\n", + "frameHeight = frame.shape[0]\n", + "aspect_ratio = frameWidth/frameHeight\n", + "threshold = 0.1\n", + "\n", + "t = time.time()\n", + "# input image dimensions for the network\n", + "inHeight = 368\n", + "# inWidth = 368\n", + "inWidth = int(((aspect_ratio*inHeight)*8)//8)\n", + "inpBlob = cv2.dnn.blobFromImage(frame, 1.0 / 255, (inWidth, inHeight),\n", + " (0, 0, 0), swapRB=False, crop=False)\n", + "\n", + "net.setInput(inpBlob)\n", + "\n", + "output = net.forward()\n", + "print(\"time taken by network : {:.3f}\".format(time.time() - t))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/visionifai/.virtualenvs/cv3/lib/python3.6/site-packages/matplotlib/pyplot.py:528: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " max_open_warning, RuntimeWarning)\n" + ] + }, + { + "data": { + "image/png": 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bIWJWm+8tLKsSLAl/NX3m/l1CDnYysZghH+GtEZAMKwAym5KYl4F2uHO7aXMM9luDZuUsiZ5juWgwHpfM2r2jcpVcG9BBHl6EXBTzAyJBjO//+vZLfs/hmwsKT8+Oe+0Bk68bU29XwG6tbYACiHyW0+/4Tt6HepOeNlAGYgDCQYKDDoCSgPfENV3ktmgmQCz/zkzG8/oez6zVR2Euf5Wpaka9rLYyC4LGwErSRFiexU9YHNs2YQZIwddoiNnvSMCuvNqVqSON32Zg4j5w8boApAv+DUiACiuvgPV/AiSjlOjxw9zsiDEU0OKGxhmB4rZAUQhl8bVFhJkjRIdSU5uOlNUbRnFfhUL70PgeA+DS+duDIECIfp/I2LYzIOBtHdd6xmPy/NZyhFCecnzv87i1bTql+CJk2v82Bod+yU6/LnRudDYAIx1ZRBTbAVzIjxx+/ACkwT7uWs4xe7Sz6OI6jHMXPhmle0pvYohPV7ax7EEbkecUD39DrIHvxt+bVWhk9hnPuZDoVd7Wm5DBRWrjnjw5EEA+TTA/185j0ZxttR4k1zloEQaee0TzMLTJpByxPBaWg9bD3u3xx16+nn8Yw0GIOKMtR8v1ZQDINJEJTUGEAY69eOM7E+qAaxQmYGY3jRGVxTJQ2BrZIu+e9wg+tkI6hz9L2itff8f2f4sAIAP4WH97clA/2kVonwVe68UYN0qoz4F8Es/SimXyYhsHd/7ShkXETjt4AtvJfabE/AUOdxcjz0ejUTsxVXuFIDy8Ntbs3xh5AsWcomDcQo0MZzxlBx5ms7BN8+sim9iRovDc49em9s8Tdms70IET5VafPbP9Y6v5IVwMH4+UJT7QGYQ+bwLEeh9nOqMMGgHUGG/7faYhmS+IZ/Julm5+r6NmAkIIvqo2QdzjUGzxIyDghDLcS3uDyLQFX4WHRyBwDJQcU+kcGwTWf8fUPmN+g3Zjk/85Cq2hTFb2EdBHzhe3ehweT+wwQnwJMy4elA+SvzWe2H+lrnWQkluZJ2FGjn5C839lVP2wRA+6RfJLD5TPaXQWAMMktk8QIA9QhO/ZYnkcnipSe0qDWLYM5VsS3A40ZpM2AomoFvcc96yoczXvW7zNQPo+gLgvj5lNgV99nEFKbq+RJWzARrg0bMaoBDsIeGD2dz0sq+FmXnpt2mKjbdmhWdt5e8yP8Mn3DLaSpmRYTKckmINNRvymI9h8ASh4geGowy3auuLw6iW4rVhvb9GaAoxag0aE8OT5cyxP38G7H34TtBQAC0BNRps1m2S1qePrAIN4Ady2fSbhvwzoODbwj8WZdeoAOGgv7DFVEk2Oyp4Bdf63B4SU8nx0oB+NPi2daAQqCdrZOtrOy+H9tmTRJ9GYhoWJJQ6whzxV59PoabiDrtcYX/cx1TMg5pcXDcbj0nZAj+jZAYfv63H6Hge4T7qYCodJAtjq0nJzkDDzepeBRJxI27x2axmEwKmgYR5uO/3H8DOtsVELZZAws5WlA4P4W9LKLM81tewMjYYTOCGG245k4T5qCmb18e/bNphpyYmgBpp+rbWEDdBxyH+v7RLzI5qUCWAUMNcewbIhbmiHO9y8+BRtXdHWVUFFA9A6WiAQ0CqYV9x+9ikKLThcv8TVex/i2fN3QU/fBXPDYq3ZGCgFrQFU0JVBGwbdNUmhb0J/jJx9o3kJjTBXNgRBv0cz1dCsgWP4Me74PnQaA/ugYaaG+srqmTdPfVRysKna084wp3klr6LWwlBo1LJS51qwvAZAsAFsMW2SsWHcMDu+osAREbhk5LP7NhzJOPgUjnrq6uORieg5rh5Mg/F3Hiif0+gsAEaECFlJH0+WUA+7FfD7w3GL0DXlLuRGhhj27/vzCDXGSTpbY+zX8hSa8UJ/Pj6hohAWPrFdGfRFHggcAQLQjSYjuLDqEyCXnAWwQVQAcibWwUPPy+0uZiDA4mQ+kVlUfzsBGblO26OnOIFhnbYIUnZp+SRr97DVggIwAagCJu5ucHj5AnWtAnaa2NijKdilgsYCNBgFTAVMDaUxwBXri09xePEC19TAT97Fe9/4Jp7/8Hc6KGEwUBqAMhQ3M/PdFjBBpiXI43scMKEDosZk/PY6FLc5NO541LWDB3LnTUls7ZRrM/CPaAXOgTj8a1MoAnMgz4z4bN+sPZ0ox9sANUpxor8fT4FgWjkrYcwruiPvacA5eAv9Odd0KPi4r1NmIPXMAUZrL3F3cbT1eNSPWwXtRF/NYRyGEYT4PqBPoW3KTj6oM2gw2CLfXH7as4eLRxqHaX28jh39x3Ls0ykLwfF5SCHlEVf0/cSOgaimIMBWIhEYRKAwJhvTsu/aP1FLsnELPjDAOb8wkODp5DbYtl8EX6O2aAy+jR8A6wBeZr+Zxy0SkwZ2PLOh3lzjcHMDXg843B1QtJW4ANQIXFhOTjBAKNJyzGCuINYKF0arC8S3BgF3r/Di+7e4evoUz97/AA0FaFLoJFJ0DPMwQKK75dBosBYvpWiZhg6ZddJMG3Fs4E60CCbwomrfyhnjkZUVJuw8rXhU/ahmIrw/q5MigXpNNiBhEk7rsBHVBsAoa+060JTVROavAbxEfubg1LW3fQ6HcmSLjjjfrY8Q8oxjNYe9F2CcMs7OjKg8x9XTP/1Auf3dB8rnNDoLgGHkcisDBxP/EYTYO1vJjFjYUvI3o1DPcWP4Ldr2b35M9fQBPgqp+8DFSF9GqzubrH0Rh2zUGFXmfE9GzKFVW2Qe6McMOTGNbV1GwOHfpH1mvGNvcbr3+77TIp6HaleC+leAxFjGCBDnMtYahrih1Yq7l19gvbsDMVDsRIhgDzDpBU9UQNwUrDEaN+2PBjABjVEMXIDBraCg4pPf/W188K3v4Pm3vtvr2+0+pLS5on31H7evOFcESHeOILWB+U/Y6YzX0VwEtNvvCglAYQyX/FIMHb7nl2FWh1l7nCPIAIb2RuZvIdCE7zlfs+8m2Pe4YEx9GMqBXENhiy7fLkaIlXPxvjGOHXOIucT5erxPUredaf9F4vYSd3f/+2MX41HoLADG5rx0+DabIGH4Ig/fmKav4PIgR3qO4MKmQDbizDROyJyvfh0AhfO/rTo/xuklmSwMBw1vyifzdl8tjGnk0uZjrzGErYYjqxjbV4JlO4vRrmFmXHmMH2zPuM9tVqzOe220l9d84T2Wz4HErKy9rRVomeAvTGgkav67l5/h8Ooa7XCwWL0NC5O6WRfAUQhoKAIuVJMEhmyT1Apw62PRhgwzgW9u8Pn3fgvr7R0+/JEfBRYAvABoqg3R+qkoiJXv1TqmiRieE7iY0ang4li4UbPSo+zHmQKPEezE5zHcI9AULAw0nqLLotjfjfyvaxmQ+247h+MJsJlGYfRtMZY421t4vWbajMhF/H3mkxkmHaMNuDhzbQaV53jy9F97oNz+3gPlcxqdBcDwITgOlHFwjxsk43AcT3OosJimtM0jn1uZAQj0sGPJI/SJgGITM/FPF56nzJF5GIK5ph61A70U7MLfGcAIhuY1jDWZsYDEu9uoNeBNuAg87ltA7qlMRzB2H83Am+c9GUWhTcb0jSEaC7e2Z1JVNTfcvHoJ3K1DpgYUireFZt9HUAGabncUFhONxrbdlHvA7GQ+++QjYCn4xnd+BIwGLuhhiSFgZmDE8zE9VPYY4o3obq/hxvezxhzfmRbFNBaz8rzuRNHyTsXcHjL9mumrbM/s8bFUJ45AWW4+taOpM6CSytY1YJmnxVy8LY1fBidaCTQcq0EM5/zrSzXNmWsxWnuJ24sG43Fpf4hQGMx50CYgsUHh4+SYIfMIVTA8Mxx07CPw2TzaoniNEQU9zb6FNHYE27alIjzz46eW5jGKh9f2GE+JKmoN3mOxGHgyOJefOR197OVp3D1iCtPf+lk4pvWYt8n4brTvyL+3bbIHdDLji22fTu8zq8aAgfUONy8+A9bVKqx5uo2BbI2UbdlUMJjr80JAbdqnq22hEBokzdYqKgNLaXjxu7+Fz7//ffz4v/gv9ZHAsZwjKAhGvGbUCfJTJqmBwxaGCajdYbUn/IcG3qi4h3gGLuKJn+6/oUcTzSQNx6Ud2+d6UNxOiAV4jK2SWV6xvrMocI5m4aHAs4OCACBmQp5DX4/u0Mc8s9YjzwXjYyktzW8+BCwuz7q757Kp2n105poLI9FgPJQNxkWDsUNbaZ1tMRw9b4W+A4G8N2hx/NmMD+e2FJ5mzC8DGAcqthUxAoo2MFPLwzQM+2DhPtISDItJex/Pkct3B0u+wuD0LR1Z5HA0TlOVOwO0LYIrZ6uDfbdYYvxYELc2bF/f7/0A7CIlr0u2hRj5f2zP/M0ZXCHatH1Mr6+SrNzB/ff2krOxHF4fsIFEOx0jo/Jw+wp1vQU1QkUT24qeZkEpi9eZwhgkQmGW1R8A5oqVCSCgHe7AvIKwSH90IUQoRWw9iBZQvUO9vcXVs3cF2DBLG8P7u88as5UhQjEX0ibgZtw9qHN4GD/HDBFTB4ZOTHYeR7QU0f31aLA4HZM9mUEDomXoNwuEeu6sEb5e2qLq0+MBYO1fAiXNBIXxb/cKtdZ8kWB9rfYdzs9GXkSb9glcD2XR+ZPmP01Sc/5sfnZyVd3WaeZy/75m64HPHGhwe4mbiwbjsWnPWDMfXXVjT0PWw9rSlyk93ZQLeTpRozCjOL2C+NkJn0sd85q/G2J/hTkS+eip8y3apvSSRyFkCYpE1naNwsAzN2i3Ww/K4M5WM0OJ7i90Ti7Fs36fec40BtcX8cKN++o+bsXMeP9G3lqN44dWcfPpp2BuKCgAV6D3hRxprdbmRCoMWl95diHfqpazgWuD4cfWairDyk30Ga0B1MDM+J3f+H/x7T/8R/Hsg284xGY9hnxfo+4hulkYBGBx33JzEPKztLSKARAjxemAYScfqaenn8BFSCtFj9qCh9ReTPJLjrF2KJZzdvrD2m9MI/OgLd/EsBiz91YmuUdIcw2XTOb5JuQn0yyVPV655b0eZ78vpt105uACAKg8x9MHs8H4+w+Uz2l0FgAjO/+JCmifdtn6IiPlODiPGYRBw1m88QhqhDd7ECJOcQvDQ4yRj855LE/DHKO4GBwWe5tw8m0UtB6HGQNbmTyTqV7zd2/zWZ7Wn7nMM/kye++qVi/7uLD28NbnFm5P+zEavPoRXfEDEk5VDG00+22AyphpAWGtq/jFaEAtYpxJvHh94ay8aGKNw5hmgFtD5+dNwQPLaGNmVFuNEiBHWRfRknAFiNDWA159+rECDOrzKAJGHrUJe4NvNthi48dGzo09p20np3gbB1m2ejZQFsMN+VBMa1bGY3QfQPq6aVb3QHGORk41DalCu2sCITYRIOVYESCmdGhIyb+O/LSXgXKpHCCOGt2x9MpBwzwcee/JXfIWaC8AscG4ub1oMB6N3DNcRtkjgIggo6u2ezyjLWCIw3duYT2bDKInmfu92MtzVrfMq3uMgOD3FnYbB19DWqOQ3grhbfoxb2vbNMeHGo1rCgYy/zbGb6BlkDvxeSJDdt47E9oV8iIxh/rP2ys+p7zGFZ8GGrUZW9Bi2gsCNaBhxe2LzzogwNpkVBWAmRJYK1AgYe7BLS1mNDs1Uhsqm1OuJtqPVvt4BAC0ikM7iCaERCXeDrd48cnv4Vs/9kcUNDFAdtzRB2AEHDNh3Zsofh8bcK9z7mP4c0Q5jbeb0qxcYxnDhHDhhzlYegDqZdjRXqRh2R8oayiANGez7xDjiy2l1Ks9gSfG25i5b6nEksQnB6ypRj29yL9jXvH9tpbOU6XLuD+fRG8BuACAUp7jnXcuGoxHI0HaETDE4RjtHyK4mE2acSBTT9v2u7d+NGL8SdnI0x3H/eh4Zg9oRLV9PkHBG/4YVwyzUxQjb/Yr1D0v92S5Nfh0hhMZGXzlrL/9JsVt63C4bnlvku/x85kmY/ye07EV2R6I8nSyEZmDq10tTqgrxw828gYAlMpiI4gAqox6WDtoWMKNk3Yfi2krWq0giGV/KXKclJvaTGj8WiuuCuFQ5eRJVeDRtHzdjoNVoBTxBMrcQFWOt9JyhVIg5hgklcju0vN+eJ8TMxR4TMMRGokKZfuKGcWBsZduDHckvoPj4+l07sBZRD7kCphimcb34W+iEH7ve+RzFL+FAAAgAElEQVSTJvDt3Zanko4f8cFiPNE0ajpjNgUknhnQ27MEch4b6yh2RfYsU2F2jHXgnyf0y+jp9ZyptZe4vnjyfDyKAMDYhmsOJoLdFi8TjcJskpjxE4UJ0FgnFpC0FGkxhDwhRoHvBnRzMBBD9qcu/H1SjeBkZvhkcWL9HVzEsscV+PZEhoZAms8tblGNEE3LQ30dDFuNH8FUFhL7luM5p5nGxesThCq2C1Vrp1zV/Hu78FbG2yKDi9XZVs4BoZ29EOPM2la0uvZ0Np5LoSCGG4iBhoalFDTdEunlh26bNMZtXWX7Q0+UHKqWs8BBByAqEWIAC9Aa1sMdal1BV1d9XvU+69fAZ3htDdm3KgfhPD1ZMtFC2Hg8id/vaTxOABb91X3pw6KYIe8QY6PSOk/aWwbFkttxVOeXopUAc/LaSxwWRprqqHGwtI1f8mYq5BJFA3JfyEHBi/N02Pje8LthOJwA+oqNM84LrHMkelANxnmdIin3B/n6ycdTx9kDM+Dw15F6fGPvItCIQ3vmbKun1l/RhhFxyNsATyj5pA7H6mlCV/8bvgu/mwCCIBxTPv3HPM7ojltr0aP0thsKbxM3RjaWoLK5C2fm2YFcoBsuDnXwsh0DZd5OY/1m4beXt+Wwvb0NXAQwhdDfzgZdy7Rpc2AYH0BV+wsqRdImgL2ZpR0ai5MLEs/eAi6kRVtjtKpGqLX1RjLNRtPjJdLmcnKkNUZrFdwIeo0JWgNaBV58+lGfIWFoh/qGjsgVy79jH44CPiK81xHSI1i5L9yQdvo1dk5Uc4V3KRcffKeX+Qwocq8pB+Joo8Z9fgERvNu2mYBjA/CeEgd+qoDE0iQb95TCezkozdfMFbb9nIcB9b8ndUtYbODUOBd6FDoLDcYIDCICzr+imItajrQW7rGMcnoSRqLN1gbcf5uw6SXpAnHM8/76yaTPNgN9ZTEBAl6/44u6PRkxfjPBGsudah1WkwT0e0m6KjJUtqvBI/AY5FBc3ch7Z35RVpkmx4RtbI8ICmK6W4+foY477dB/x4vahjbYJjoBaFZ1AEADFwIaZ2Zu8osBkI3V2jVmSym6BdW0DeSon93p0ghYiFChJ030dwPQVkZdG/pee7Fi2okTxu2rL4BWUWgBQy9k0/4nxL7yY7LQttgFFLEx4/Ow/LyX2Y9pxEY9AXz4KIKDh7GTZ+lw5ibp+XVB0pch0xABU66zRzz8TeBCyx1tOyx9saloiOdT7F8rh4Ux255uh5Hwmf/ebm0EYJB4snVH3CKJ2G8EH759fFJXnLKaOyPi9hLXFyPPxyZH0OhPBKQpmUXCuJKcsw/5y8M3G9CzdD3OUMIgUPN0S2zPU+E4oYLfjC78bILyhsdGYHEKz4/8fkobILYFR0mkcjhxYHnYpzEt5knZRmPJmT2IW7x7e+wbvRrT2oKOTTXD944GurzfY/Db5EJvc+wTY4ryYj3cgtfao8iWk7n+Lg7WmjjZImrzo6MMuVW1NbQqWy9g0XaUUkBU0HhFKYS6AkzuCE0MTCuYCC8/+QTX332Fd59/AFM5dSBopbf+zdnnQbhBqKGRZ9+2KHNOe2BiTxsxCbvJIXS8YKn5hEgnUiyfh1gCB01Khq5DsPB95H4bDqV1jeCih4yLlhAn56WgEICdVHJtXuzfkAgB3Q8MRt87Vg6bcyE9jjWLJTPeKKPz96M2gug5nl1chT8e+cAOgGEqQPJU2RoMeah81NWFUw8TBL+nuQUZm7KmckfhSemd57EtdyzPHk/2NI/CgMnvLcUtgHGaJ9BALoCT1mJI3mTsTMZkeZBXJ9vtn32wMAaNMmwGvDZ5UACIozDlbHOS6oVZr2/JwjQIoHDBHYASBBwsRYGDjZda0cidlcl+cuuVE7DQuiYJejjFtkx8W4pQ1wNARfe+5dRBqxV3N7d49t4HSWOT2uJ1VoF7y8oTtQ67ae4Rj8sBG3Pbju9FmGgoMIw5inGP1eMBaMZpxlm9Fza+GzlLxgJu1xbP5o0n6cZMOk/dY4kKMhiRR2n65Pm1wHMjn/Q+MfC+XXTd58DtEbrsS1Pjl3h10WA8NsXz0zQM3K0QdVV1ACWDCm8EFXNhHFeoOayH9mmcVsaDDkMEs/zK2x4jsPBwNvEANcLbUw1Tjps1BdlZlOVjEfsqJwCNiB3Iyq0/KM7/oclCtqnOxuT7obkAsqQsnN6HmgGB0Yz13T57XyTDzMSR3YiVQ6ab3reV3yiEN+VLNe/vCQxiRj0cADCWZUFrjEIF69pAJE63mBuaOeCqVcEEgKUA5qGyKdunAhCL6poW9O2TdQWVBczQEyM2FuQkSm0VVIqUqjZ88fFH+Ma3vwMz/Iv1Hds0tUfsoFEdFFb+PCZwqvZiR/WUTgUA+VnT9e26nbzHcof4fRzMtDOPRCN32wMdETCJ1sIB5tiSpqGZ1476GGvMcsWeqiYdeGQ/FtzUWBTQ+3bcQJSI0oIkG7DnbmDORuvjyboMkfaJyObKa4DZR6ZCz/Hs/6dGnmcBMEY/GJl8KsVpRYRhv496GDcRCBCB8nTd2FOQ55Vzzk8zJlg2ZZkL+y2/Zo2ve5dqGW3AqSngyGlt7TLGiR0KuHlOQtbiRUahTdRdMLPXc2+F1ZlHADoRVMQ22FL+MC5St+8zKOg4yv4W2sSPYAqhnUvJ7qdPJ4aIbQKRum1mMcYs6o/axp+AiYICuem0Gmss6oZdj3Zae7eqKS8Lmm67GNvnVjVnLXsBGAXMFcAiWypEIDQcbq4h1p+L1NzAgfbNtMo2RoKwSKeLyByvTSIPQn0EDHvh/HVG0OlIaShXSodtrmfwEwGRnTaw9zykw9p3Z0ET1EfhfXfLbXeycDSmVPCQEX9Px2wsoHzF3PZbHmb/I7HUcoMoLF50vtl2LpBWF01PKBFR4oeR47Q0L5z3SVIRcOw3Ecf63Qdmz4REg3E5pnpGlPG5DfrJGlRCmYMW/W1AgoaU4rbJ9pRKXEvkcoxlG7UYjDgRtzGcb2QPlf1bAjBDxB2Ki8rZexMGEVbxNlB6TzDhQdO8x3VGbLFocDsseAFk4DEmHbUde3V1IWNAYVsmIP8Y6wYg24/sCZbpMNu0FKCrvVpXBTYi8BYSRs7N+sElOusdDv2YSS8Hi0aEGLWxGI52jRap3cXqWKEQqFAHJCgAWumryrvbV6L5aK0LqQmGnlabe33zmOHYUfcMwORU6j6JMRkAU3AyUWmNIGR83gJVj+vLjYelOHd6uQAHQBjmLQeB38OJJkIWBpzSdnDRR30fhwas82k7AzLQBYXFGsG/p4cUJmpiHXcAeY7FBZiRHW2d8dXfL1ToOd59MA3G332gfE6jswAY2XI57Nnr7+xFLqrZNikhGhhFNRoP4UbWYr+in6C9Ab9955Msx9uWz+LfBxCEgczS2IbdEqWSxb9jAqOh3ybBECYJa61+EkBD2fyZd+s6Zj3KEG9rGyfU8+9hhzoeazYTsp0Rh/SON1YMxClPsYnYnhLoITgMjCAQqBgAkN/mLMviMVyzYUKiVQcdrYUx0ttCwW5jFxZDX4x9vMvOd4S/x5uo4hMQfEPiew+oRHXMiF5n785kxXvv+NwJN3ChILwTTBi0RxzeO2/ZpK8//GK0uCVlKQ0TDkDSLO9ULGuSt92ZT8vNffeExE57d0ZU+SW+uGgwHo/8ZlMAG8EaT4CMK8j4Nw72caIpVBkEVgcGiGrgkHNf4W/WwSnfkT1nb52e7oxPxvcjT9zjlzGNbZqe+K7g6EKANi0bMyMNm1rdAAcPK62Jg6VYzzmQ8vaLcmLaFiFBBtRh0AjxrJyh3waBauEopNc/HKGRhRn4LVCVNdmRvxCjHxOEaCQiTCbSLRX5XdVRVz+BYiPZtoK04EVtLrz8sr3GzCBVey9wuWt59TJHrVUSRJMmmAnm0JHRa+cIIFN/H1Nn76m19uIG7dsuSh/S79stE2D10LTlWoFoa5Rq/Iyh/ci2OZf7K6VJg2ZS0+02EBqwH41Oc9HKKRMs2mhYBcYtplyYYSaSAXJfMMYyRWBxL505kNijQu/jvQfTYPydB8rnNDoLgBFtK6KToy2gyCBB3tq/tj8MuOWyT7vR5iKmm/F8Bg2b1ejub2cdeyv2ccFl4bsX08i8Of/Ndd/+3ixmMGs9X8F2QRs+9tYyRhdBQ2TskzaYqaIjA5mDj3G7KK50grdQQnbnHVdNsY4BUDZd8SfwmJvnS1IUqOFYNQF2HbaVW5i5OOAy2wvTQjSWbZW2SjpyW6q2ZbwCmxsYRetTAIhdRuMGUEH3hVAKiNTbuG2tcAVo6eNqA96A/W8cxkGsfezLJGhC5EgGVgnpavVponur00ELsTH2nKF0A1URXOTBBjOApfHbmyZNv4MELWcEGwDkYrcx6mTERk1eFuf+N3IvDn9lWuvxcFvMcUi3Z4I+jsfTet2+YkRLOyAjlgBwGw1thh7nKGa8D6CeMTX+Al/cXDQYj0jZv4Qh7W6xHMCBMXZ37gKNFUGFv7WB7sZEPcseJIISX1mP6cxLvYEcw4vRjXUEOb5nuTV+ikw+CuL5XMp7oEdpXLGqYBiPbXY1u8UJjD0K8v1F5AgIPamZJsfaIxvRelLZ4VcwSGM12rTxYuPDtiUIvu9lbWrvvyRfYq1YKUWvq7Q+YzkU0hiNCUSLONhiiIvvxmi1oVCRUx/VBKAyfD2eykxAayBuWAGUAixYUNuhA5kuYAGzMu791GpDWSA2IFfcNQ32l4YGGEFq/xuMjMdvG2AbXqZ+7O8w6/A5cBgo3XEyjsFxcI1xe/5q+2JzjJu2YwA+XxNZWQVTu7vsXg8LBxubc6Ep6RTjitjbgopAfFw9GPBNoJsoGXyOGo90vFSnoBW2zyeNHfswQovEKxBPlGSYlE/y7TbozgA8Tyr0Pp4/+9MPlNsvPVA+p9GZAAyfFBzAry+UtipBH7A0pBApD94UomcUjESTMNzA8o2wzE5mIvOVeDaZemkCY4+M2rUaKbSG2wE3aX45w5q1xNEp2Fd8HnBkdFbsXD8vYw8aBFgEHiMIGd97PZCb3JiY5UkAWmBowg27LoNDQh1fcARusbOONcr9VALDlWytFASGXqvemgAdE+6ap5wGALjKraqtiYOsYiCRWOwxIFsiYGCtFQChlMUwoTD7CC56s0jZ6rri6uppEuK9+mFcHePRG1lngO5onLngSxmO4GD2Xf/2vMKA2cS8J8+oCbAUHmrxa8ACcOGa6hHn2RDWp4NpsCR81OjF+eo2PCNjIv2/gXFfYHDwVZELrd/1gRHmU7xjiD2xtCUNGrsSnfdRzAQe55T+GJnGfePtkanyS7y4+eXHLsaj0NkAjA4FgvCKWyURlUcB7tMrC+Q4Bg2155yMQsqJAY8TYzuOXSvCMIZls83jj+WJ+WH4hjBBt9ssuTxBfU0U8qHIGxJtp7NnbrKyMzUVJB2c2So4aDsI6KtLMmE31G2ksT7+HLa4QhnTra56M6g0Uevag27YCAgTJnGA1Y/ehszeBCuybmby9BSqyu2lTCiF+/XtTcFB93GBpoy6oPIKPbOKpuNFfFqQgil1t9zHgvwohcRNueYtSg8dM3YhWqu44nxyaQR/R+s5AxJ0HFwkGhF5SGMWNmk9QiE7X4iodCeNzcTfK4eCvpT210iR+1iZYt4ZTHgsO6HWwX/Q3oXRrfJ9Ai6G31H7G8FBb3o4cLajq4lPcebGKYs+PsPrxOOcb3MIG7v7pK7YG1dnSgs9f0ANxt9+oHxOozMBGHN139YSukNlC7GJk1VvCFqBWXz7Yj70R+E/qmy30z+mHZn4CE7GSTPOD/8+OcbKOUzUWvRShYBe+yGPUNqRNu+CIBEmo3l1jYEDgP26xGIRRvVnVJkCw7aG5cDKYNsB7XBAvbtGOxzQakNdV3F0VQ8wQ0sQobzzDpYnV7h68hRPnj1Hd2YlFUApDcz2jkG7LTZpJKtCvwPETErN54VUrDUGYUEjcZgll5s1bYsi2w/NjpgSuNr4Ey2FCJ0wwgj91lsDFOI/xYCNbGf42rFgXe/wjN7Ty9ICkDzCxEcA8qVkrwmPe4RA8ttgzUpiXyIAS+xPxBCW9f+2Ai89FRvxDFPlnyB/wpbA1wYuAngIo7zn2/MmmpajH9O37R34KLVfsxi+vWyUJtpQxGGrOSD8yH6TPU7gc9upE3n26Ndi5K80hNlCrCnllcnXDg6/KokG41ceuxiPQmcCMIC5WIzvXDx240F949cEZ3AxH6z5G6uU3GdIx8TykPI9Y30EC6PvjBko2VvxG8hwrQfsbmQv9ajOjr8HdfPJU9QYs6Vj0m5gJl5WB3ajwIqrJmGLYrgIVi+DpArduuLw6gXq3QH1cAeuNTFPZgZzBbiKfUOtqKXgsBQc7g548uwZlnfe0zHS5AZSAoAm+RyrbqhFDCh1EQAkFvcsahNwF/aFxCdGrQ3G5OO+O4PFWVZj0FLEkRZzGhO9/UI/O/Bgh8wKapsNGmYc7u5U+2FgO4+p2Xid/X5tHt6FRX7lwotQDEiXot4pG1ptONzdyqkY83gKwtWTp6ByheXpU6AACwONq1wKBwKY0Ei3EJr6VWCKrkaG8g2of28V8LoUNHzW0H2KHOMfzHmc2WsgaS9iehjC8/B3E6IDGRuvwEYboajHbd+0aQgpTlqrJeZBm7Gbr2v3mvX5A9ewnaKU2PCqMwcXgPjBeP+dn36g3P7WA+VzGp0RwPCpMlr+8/hdmdQWSnCIEwfegNCVbAcgb03cV8ZZGC9tnCwj0N6P7wJayjjG9VqOPDHWazQ6jeBCcACFhWXWRISE+orK+ZpLmWSIqpEV60wAUMQ8WYORjURte8PPBKEweF3x6pMfgA+rqLNJwtphCmYGF4C6MPETHLUJ4GiffoJrrijvPMOz9z7As2/8kJamWg1gpz9mdF+PF0CuWDf+y75X3o/JWt8oBiEilKsF60GBEqkw0uvcSym6L14AJlBr6m1VBK8N+lq5tyVRwapOtZiBUgh3N6+6/ae3+5wnjzI2hrmPh5t2ZYMewwQVbCEAT+AFwFhx++lHWG9ucbh+qeNItTpMaK2C0ES72AiNGrAUvPPeh3jn/Q/xzvvPAbpCpYZieXXNm0nQAKSteLMJGvqVxsY4hcg9ZKa07PPkXZqrsLIPp14iYLGyafmjG/jAIUL1KHjYDPW2ORf2ECOosMHco8QMUoGhTSwLl+4F2PLvddzW3hcXBr6miCVll9rLeNhbADAav8TnFw3G+ZCDhXwlexyg2WucDVOytTLykPTZEa+dMCPN7qr76CIjHnPdG9T5fQYDavQXhH5Xa08micfN4CN+NybST1KYkaWWxKzjk1U3c2cwGyRjjCvk0xkfPK9SSndb3Otn6uBBznR32Np+7jshACpUgAqIFzQ0EDEO19dot9eot3cKcAoKA8wVhAW0QFTo6p67qaECo6I1WakRChqqCLRX1/ji5hZPn72L5Z13VMzJFehox/t+QwQ5UtgWcKkqNEmPki4dZDKbur+AawVxE9sJiN+LpSxYDytsn4kKueBrBDmSqkdQqwja1tuWsUDtTbQvFuiWySJ/uSIJITfC1VMrA1gdtWWn8u7oD8MTw2YKEgBqBa00tLtb1Osb3H72OWpdUcoC4gpuhFKAyqv2d0EhRiXZDuNDw+2nn+D2iy/w5Nlz/NCP/SEspYiQag1McheMuE8vvUitsQvLWHYOugWab1Wc1AY6L0TLEGDE0JAx/w2Q4SBqw/xyT6+eVmst+w+yBYAMTo1naXhnRDfhka0mQ08du8XmNNDBQ+xTAynGS8xtu4GLmIfzhbBA7G0Vm2F+xD/y+9hkbwMVeo73nz2UBuNvPlA+p1G5P8hDkSHY/M5XzDp5elhdCfbvfqRqi2z7sAzgxQfy1GgpEblB5wkjey6sttb3ZhQ5hs+LK6lPfBef/QiZMyyZp+EoHLx17WjfzKPj3orOJ7XEMdDHQOeYeyteKiWBDvPXkFitnOFE4wrbIllfvsDdq1u0JicpzOSBaFG32DIeSvHxwWCgkRiDsmybyJeKCkZhxqff/x5uX30BArlviiOzYNrbDAAFXNSGQK09RTg1XzXC7n+QUjTStmCgoKCiARTGtV5CJRWter279h+JZoN0LDKABmHqTKLBaWCf0a2hHu6y9qLk48w2jgwMzTRQJ9FGnRb+mlCC3jy7AKU23H7+Ca4//wG4VVzRAmpqwQsGNwJhkYjU0FrF0gpQ5UQNoYLXW9y9+hQff++3Ua9vbXCJNsoyNsDcfC6MZe3vxoZ4LcTp4F3GqAGbeKpj2zQc8oubXo7XeRO347WwaPC8MydzfumowGwuivIMm8PRkRYoHK/H0BQBO/UyR0DSl3i2MKSer/ExwIHG7MTRdOxpn/ii5vX76EJCRPQzRPQPieg3iOgvTL7/LBH9X0T060T094noX9D3f4SIrvX9rxPRX74vrzPSYMTlThjFsEGYp4+MLbOyBnwCwVWMabrx8Fe+u9Aew0eKF6gdr0VcFU6UA6HsaeGSUHsM21WWGPOmzZ9U+gA2xpadJLZLibeEQhlY6fUFwNtSTAAZ9/e+kgFM5B5efY67Vy/Rbm61vxsaFj3uKZysgym29nGQYWm3aseEldmD0XgFris+/94/w/s/8uN49v770OXbSfXfVK8pk2UG67FSL4v4WUAzw0+DwKpxYFmBrmRgqKHQIveYKKLop3IYcjyVTeOlgkUBC2CXpKnEKAQqBS9fvMB6d4cn77xj3eZVCeMtytY3QrHRQkZ8e4PrLz7D4foaVBukz8X4VRyNuaCztqQmmiYQyVVxzKBawaUAa8X1D/45bj/9Ad7/7h/E8x/+YRBfYZwbnUKFN9499xDyiRTnWU+7L3xsvPLQNF6OeIxWlxQ6fq0q3i4GoDzPHgN9m6OrHPJc6+M98idG12AY2Bi3QZMx6MCmrR3nJ/W8LbM/o2iHkcfjvIG595ul9bZQ5Zf47Ey2SIhoAfBzAP5NAL8F4FeI6K8z8/8Tgv03zPyXNfy/A+A/B/Az+u0fM/O/fGp+ZwQw5oLo9eMBfFLc18vvVLA8AxUROMT3Mc4YdlrixAM9kTGKryMw/b5J1FTDxn/i55Be50dRm0ODR8EkuLImiQh6AZgE9FMEEne9fol6LadErCZ+9j/XzhmgloFDnZua+1YGFWFkra4g1SZwA7746PewLAVP3n2uhc+gdt5Www+Cbg9ovUb+q0BM3IivPQ5ZPHBn5sXsEhgo3OSIatd4SVvVqqAFDf0eNM2tlILaZDtF/GoAy7pivbvD02fvSDo80aLR9vmr8m4Hdg2GhogJ1599jMPNdReIsa0I4jyssdzNUgCsqilrDQLIWOY2E6GwaETaugJc8PnvfQ/MjA+/86Oaht842ggoffshrqh7R321Cqe6B0AV3m88omq+GcCSDRFbOnnYEC/GsjFDxEPdfPaPW8x+vD0FC/iD06tZ+WPBMoDJdXbeloGGP+e/R+kUJnmGtNBzfPBgRp5/474APw3gN5j5NwGAiP4KgH8XQAcYzPx5CP8cpwvjDZ0RwNijEYWfP42LoWNzYkT0/s6fp3PbF7fb/GO4ybucTgALA0OLIKbzImX6IGd0G9ZJEm70AQJA7SUaii7URdXTwLe3ePXJx1AzRRTWw4h9GWfChnUXRU6aNBbjSDnQSGBeZTXeoCtjWSmzGSUAYGpor1Z89E//Cd7/1rfx/nd+BCNzvJcI8NMz4bgl+1FSvwKbQWUBt7UDkQZGIaAsi4hTXlUrQQAKaPF7R5gbUBuulgW1NTnGOjDsvlXWKlptoKXgsN7ixWef4N0PPrDOTuNxHFsz4DFqOfbbwxOVcFXAU2HQ3QGvPv0Yd69e9TStDwliH2HbPnJkXLaGFA72cLbd0BqDdDttKeoK/bDi89/5LVBZ8P63vqvbaHIqSS6s1xNKWgAG+lXub5pMPI9aCWBnlOn2hgAOs6sIRuxR4xLIfke/NJZrhgj21o/yAnIsfHMLcvibMENcaQyVdTsxDs/OW2y7x4eIh3ktegvBBQDU9uohNRjfJqJfDb9/npl/Pvz+QwD+Wfj9WwA2TjqI6D8C8J8AeArg3wiffoKI/gGAzwH8RWb+e8cKc/YAIzqQ+gpA6gTaEzCn52lMO0+yI3NCOS3bnn3xiR6DAJnh93RPKdMp3004jSuvoJ2IhbIFv63Ek4OyIX0zoJXkCMxVV9lyGoTRUGrFzc1LdY5VQbSgwT0eMqGDCcEjapeg5g1EJCcvahVD0XaAABJGayK8gaYHFAhgOcdQ1zt88ekn+OC7fwDB9jTXc6fN+paNeuhkAqBqfsBPbjAYrVYwA8vyFGJrsqKsCwiElStKYXBbNLSCj67RYHcIpa7JqRRQa6i1etuzAC85VtPAtYEWMZa9j8Yx+qX4+IBcChc0Pbp7/cXnqHc3AAk4uKKCVhusCa+urlBr1Uy5A8pGALWCK2KsbQUgAIqYAVp03rCCWVHpfPa738PVkyd49xs/JAa82jnppJABwGgE/ZUFl2kHTMuUbceyssCglBOp7RHgctzBRdt89+0CBzKz9DdgJYRkiI1Q2g4hAxfBENiAA9t380XiJ1HIIoYJZOkWivYvzctMrwkyxsBvSuX2NVMpz/Hhgxl5/m8/YOY/+VVTYeafA/BzRPRnAfxFAP8+gO8B+MPM/BER/QkAf42I/vig8Uh09gDj4eirD1If72bAtM+4BVsEthNWl9v0+pse/nVAxmmF7/9syztshcD+Di6qOcW1tTv3tER2kPq4cDb3xccf4XD9SrUSAgz6eSAueq25Hyu1i8zshEQTdYWEaVB/ErrarRKjtbt+ArLwFRqJwEL9AvXuDsvTd7rGITXJtKnUUA7md6J1RLHhdSxMvOopEGLW7Y8FriKnnpmdf2GyuAQqi5weaQ2yHhdalqWfIOFSusamtYZFDUJfvXix2apKfevd259nY/Z1BUGze17xgRgAACAASURBVD4OB9x88olrbQqJMW8RYN1Ytq8sL0JBKZJZaxXd0wdpgELgtempkNbrxpBtJb57he//5j/E1fMP8Af/2B8XDRbluzbelEDKQjtoAbTvvG+p/zbRn0qw2VYJmozeSTlfT2/fj8uwJOhz0cuqcFZ5EbMA+VQ0oB+960fhOzDIkCbWP+1A2b9dS6q9+jrdMAOBZw4sjGp7iU9vfvX+gA9Dvw3gx8PvH9N3e/RXAPyXAMDMtwBu9fnXiOgfA/hjAHYrd/YAwwfq2zGY+gQawALg82Hc/nWX3GFFJV+HhWE+wpXZxSDgJ+/2Shv3fmOcCC7sfVrk07AKC/Ej/3Htk8CLfnyNCGgNh9tr0VzIUQk0Xa2iiBssamHNZcxQ02LifmpEVL4H9ZIJWR5zlW0JLGAWI8GV75QJFqBV3N1c49mTp94nQ332iBlgtKDCj55kLaGCpsdTbYunexblpos6FcYsx1LlGGGTLYKGrqkRYSWnLRjwy8gg6v66Nl1RyjHVJwDqekh9FrdHjm05ToHFbFDPfrOc4CkM3N28FN8dpWh3ODhcoCd5AliWLREBHmT3tAAoWFCh44KKarr0JIQJZ9X2oBTcvXgBrhVFb5M1YQxC//2l/F3stZf+3WgENP2jOQzfUzOzt1fkC3nmRajjebutSxoBnoYuKvqYgLclAJhhZ9dYkIGeiTZkwtswDZOWKLu0wRNvCZiY0VKe48Nnf+qBcvtf7wvwKwB+ioh+AgIs/j0AfzYGIKKfYuZ/pD//bQD/SN9/B8DHzFyJ6I8C+CkAv3kss7MHGG8fhXXDZE7MJqCBBw8/AInhr6VjNhKzqRdZTgIFR8LyhEuM2x/R8j2+t3ysoHJGPngmCUzT8iIW3yBY1aizLHr+X09f6B66XVVuavBYru5Ak9SRl6ZpeZgvkFbXrijgnq6c5Djc3OCd9z8A1Oah1+VIwxk+MsZsQI3BwemUloEZy2LXpssWBvTOEqiq2FrSjBNJURqRXbmyPYHQ2H2SAEBlc6qk/hhaRbm6CrYg27G0J2On/DyNix3woavUwkDjA25fvpTPLQoo7v5o7Gijq+QlPmk7cm3oxp/6VzQW0s/96HQTD62gBmoMLAtefPYpPvzmD+f+jH01tOkbIUtzsuKei/nJN8r2F/YupRTK3y192MF80ClsctxO83hUeqwPNkaf86FBKYTnERdOmiRPm+f3LdX2Ep+ciQaDmVci+nMAfhHAAuC/Zub/m4j+EoBfZea/DuDPEdGfAXAA8AlkewQA/nUAf4mIDhC2+7PM/PGx/C4A442SqqLZrfWJkB0RKfkqMjs9it93c0nSPTDugfZZjBcghZnM+jFdUzX3NLAFIc4U0U+NWNKlr6AL0FbcfP6JnI5gYFmq2GxUWcmr8YU8FgEZBlxmtV2rr/KsnNBVsNhleLJ1raACtEJ4+fkneP6tb6EspdsF9Caa5NSXcAxgFaNSYjNGtMqGNicSIcCsRy4XNKp6dcoit6qiodAVTOSVIlsERKXfsirpW4MQFjX6BLgbSjYi8HoHgLA2wlJXrHcHXL3zNPXtMe3FfbS7uvT9AYCA608+w80XL8SdNyqAqw78qgERdZK2lNJX6k0BYlXgBG792DGaHEE2tRbbMWBVwYtjN9Fw/OCf/Abaj93hw+/8AQGo6nStj88v3wS78SMIj+Ei2O9ant582Y4JQxoGGdKpkjAPtVmy460BUJhbbsvew0QOQP2PH3llBboZXCYVZYjPA0/YGn6GhcYwjmaLqpPoqwzmB6ClPMc3HkyD8b/cG4KZfwHALwzv/tPw/B/vxPurAP7q65TmAjDeIPXJFb11MtTZFPvvtGqM/iC2AmAbPmXoK5n4d4wYo+i3FM4y3InTy8MD4AhbJ7Nws4vQmq1QmQFuONzcist2ULdREJ8VOXJn0FZP9YFdWQWrHhKg1hzkdOEjBp5yF1mVfXwoE21AvbsDrxUoTxB5Lx1hcqZpaYpCuoUKqctkUwsTqdfPhqq+L/zECXRbiMBrAQqHNlVNR3FnTUSEYnYXTdyE9VMAetEaEXSbqeIJFhA33N3eyFFVTVkx8P64uoc4CCbSOlpCBiAYhMOrVyjcYGaObGaXBBH0jN5+DVVBBOmR24plKWhrRatyu2xdq2TLTbRfepzX1ut2KRi3Jn4y2oqXn3yMH/rOj6KyulvvlTiyjP6yy2uyce1tk9sNrr2DjeUWPAnbcXHytoSCC9PghZSTTsMxbf821sBBywg+gsGoJtS9ulC+P2esFHP0hDweV7XfQaOB4FRsYD0j2Ih55IoOfXfmqpD1jDQYD00XgPEGaU9b0ZlGYO49/M7c2Koxt99cGBlzCiuYI+AilouNmZEIjqNlGus6rPA3+MfymDEOBu6uX2G9udFryeU4qaj9rXRwENUAJr1V0tpZ02tVfV20BtSq7psaKjMYFU09ejY9I9q3TVYGlic43F7j7uYW777zDLD684aXZlI7CjM+dcxg6n4xnmOoc82oji/qQKos/YbtZVnEPTagN6UWrGyCxq315Wil7smXInv+raGYN1SYDQfLtgIXXL/4DO9/4xsREgzjI/fc7hiIcUbw14WEamlAqDc3ENfp1LUS4oBsERAahSorQDDtgtrfmCaqNTHkXdcVhCbGu7oql2PKNr71fhcFgDcvPpZtFSIUdTB1b2XfkA4/inKE5wRytAym5RBgPnoKsbJkrYCHGm2+4tUHsnVIIY3R4VVc5AhP6E3bF0Gx4HHuGbBxDaU7+3IsYPlEQ9PQTpNmTvWZgYkzBxWRlvIc33z2lQ92nEi/cH+QB6QLwHjDlC4Y03nRwmTIcj/6v5hPmCycJ46rbFJziDBRf/QVjTKz6OMCFp/NC+BWm2HfO6ix8GFV2LXjYcVjQkeYjJaE1QZiXVUF2/R11ZWaGT2yC+jelg125DBqG8Rmg9DkvGhfzTZ1SgVuQGF12qQMuhQQt36LKawbAoPd6ZZePmLZ9qlNbmYV7U3t7VKUoTfifh29XXgm/VGBSuBSMWqI5K4UV5+3rg1QUdBYHU5JuHjHbKFFNAPMuLu5Qa1V/Wro9p3VtXccXp9pa/9r4XLj2AkQuaGuAyGo5oKI9XSQbycuyxWganlqDetBDTlB4JX1FI20jLWXuJcnkN7NsVrbNgOSjNvrl3j2/odhOwV5jM+Wy19GgEXAwIMonbSxDDFyzYuBU8Sh54sIe+tbIQ5Z+lS2dB3FwGZoG+dhjuH5sH838BcKjK29RTg1l8DOOIGOfduSN9UQbuRvZw42anuFj29+7bGL8Sh0ARhvmHa1E8wYvSjaymE2R+I7VyHmQGP6EpY6eNhsm2g4Dkw1TfPZxA0Agoc4KV19yaEs9s0cGonGg1XwA+vtLWyPN2tsuNe333jbPE3HUlZPgIsAi1KAw617AkUTh9Qrr4ZQhNEWvTwNADfC4e4WGzrKt/zYLoP0oisRnKArATQtsm9CWYrzddZtG7miDEABXalJLHOvW+ltLvHXKpoLhKvixVbDTqnULuvluOoVXr34HPWwYnn6FGYLgqjt6lWSb3baYgSZuW2CII6DWMdEPdxB9qykhZiiLwYGk+g5Ft0OoVLMb5kCSz1NUqtcYoaGvhWi+2GV7Thy6fkWKgrEAF4byhXw/d/5bfzYTz4Hwk2nqR5vWEj1LZAhn45tNn+jNmKIl8LI08AFwrd+KFzCpbnvthD+zVIebTd4W4g+btHT6CN7F42zt4evZbyepzT7noZp9nymtJT38M0Hs8H4nx8on9PorACGqdPuQ7bnTONCJar5ZrzsvvmRjL1om64J7p5H+Mjx3VjA+/KE9QU8rVlYBJ6DzJf2Fho89LFo/+0WTF+x236wrEZVfc4Eai6Au5BnhR5d7qnzJaiPBIZ6/TSviUC1lVdrqPWQypMrl0lUyAYt0Bls97XACj/spskmdbNmsuOVpvIRwUoQz5QFjIa2Vm0v6wsGSLYNzDGbHdUFiZEnkWo99Np3UiHe6op6uAWevSOangCOejVnq/kAKEMX586F15mt7YjR1oMAniLHiGVrhPw0CWuZTRRr1nWtIcfgEItVK6EAmdn8i2h/EvV+627UWQxCD9cv1Q7lPa9FBEWzSfi6oGOY+A4XcjtHMtsKA3x5uM3e2ZA0GKHGw/2bARWJ2x3VhRt1x+J6ajEH6lOp12Ezvx082G9f0OSm22osLO5YlhOb/C3QWkRa2yt8dH3RYDw6JR8CbyltJ5a/z2Dh2GSEb0GM7yb5DJnsFyyqhe1d8Xs88iLFtz/2GaS/H9cwBHStQ87eytCw1qoASAWmVipdBQ9bpYsTLvl/E00761aArnbFzXR1AazCo9Wm7Umoraq6nmHqXmYV6FpQ8TqoxZy3ZhYEDD0rC7WFEDBjquxSClAKFltdM/fVPTGBuIgny9ZQV3E61bSOUp6ixp5qfEdAWa4UJB262/W1+iZJIQnL6vHz9vYW734QV8JxaMzHjWtoQiciAFBIm7YuDEnsR5hxd/0KaHo9fWsdgRC0bWAaF3OIJgJRcEFTsBZOIChnqMGQswF926eyuqHn1hUnjQFuDYdXr/DJ734PP/ITP2kIL9XHK/wVBNewJZKBNvXvA7SWqP29b2dk4DDOL+ppxplrOUSNgYOLKNR56G6f+QngpzpoHdNQoU1amcVkUDHywDG88TzPEPP++Bq0Tl8nXZXn+KEHs8H4nx4on9PojABGNA56u7UYRnGuyHxwQBGfx7nU4+n+wGxCvjZlHaWvtIJR6maFakxzABoITEjC5si9jF1gOHMjXbETL7pWcm0J24o2JN3AeszRgI+u5puC0UXAhXiFVCFWyLdUmM0MQMrGYi+xXC12OStQghGibTUYk560NfX+YzRdRZaloLSGQsDKze0dQpyVa243S56AshS0VcCHOOZaABIbElXkyKo9aKnWusK2PEjBErHYe9QmAHEhOwZtK33L1YXIDEiapiC9t3Gig7aXHb61I+BK3ZgD4Cr9I1sXsn1j99tiUY0MCFcgVN2+spM2hQoObZXOa7JdIhoelu2OqkatS0FZV9SmWowGVLD6bygo3HD98nMfnFpWCr9jf3Th/ZqTLQIBf+n2SB2w9X7kBGLdnbkBNo/vyVl/ulYi9iZ3gT/TTHDqw+0UdqPPDbTmCHGoj39oSaXf3LnvCGS8OUe+p9DKB1lu9pE5jlqntwBorO0lPrr5Px+7GI9CZwQwdFJ1Bvj7hzZzgQc/GZzD5nPjeZJ+VW1ukpkbAYK+IAcU4LALG49GmQVpnZJ/ChNCiZEFY1KqAGQ7IB6d6+fuS+kVrlChS0VuRaWCclUEeDTGWqusiFkEiwlmX9NBBC7r/Rf6v4qGwgJgIuPti9ydNrXDCAw9ggrx02AqbzvFUgC55AxynPYqXLnex3sh1GpaE3ELvjSxpaBl6Wr/DrzUGRnzCjv6SXoPCxiqQZAjr2trvf62HRH3+q2PaKzfZGz0vkEAGggrb0UbTAysDbxWcGMFAHZvCKG0hmbS9nDoGo1WCESi5al6YqSqy3O5HVbap6qRL4FQxZsXWm3umlwudQdY3MZjYRx4Bd/eKoj1I79Q4BWBAYXJ9LqOuOK86uC8G3BaPyIcW89t75q70PbhHhK2PgtpaUnBQXORFjaIdwGZgB8NPSMURuc7I8jg0C4eDh2MR0gTvY7G31YGq8Fs8bQBF7kQx3+fIS3lOb717E88UG7/4wPlcxpNrJ4ekww9AxsE/RbQqN0zyipFqOA9lk78+JrtcDxhT3uCbEyzgsBAZmG5R2H/TeGonYKkjeDi2L/oLsGpyH0jImAzmuIm2xeF3GOlbJk01Fax1lW2FlpFIzEERBcMKjzUGZUxRFqKrxFZ1Or1cECiI80Y/WPYjg9YBanWpywLaFl6QqQgye5gMSBVa8OyFG9mtQzlUH/53XSrR4/xFgEc0nbmPEpXl72tbUVLQcVt5XGgmHvlHhKp5TCFpRG6cGFxT97WQ7jhVo01IW1PfawEAaNeO6sJWQPZ0Lq36qU0MAbXArQmW2MCpCAaIPjx1npYt1NjAEryIxhjzgTcsaaBjf/BZDPOhUGjEZnFdGtC22/WP1bSUVvgafnx6bmAjz3vfNfT4dDJvfjpv1gF10po6ZiHNudezlyOI4ukvVXVhd4KOiMNxkhv36DaIHAl/82b8H0tTD5BYxqzVcmXAfEEbD1gEm1bOTA5Dsw2Mklfueb0U5m0YNHWJDEiLuE8PXkiWsFWa1px9b1hW3XqYX076mjUWu0NwqzeIE0gFrIb24OfAP8NzFf0c9J+03YqenkZyIW6aYMMTHQ4T5BVKaKrbwMCYkci17tzB1x+fwu6EIWtUGuV74vctmo2LURm10BYim1MUBIrg1TY9mEI0/uJw5+Oa/LRyb5F1RigoMUoxS+J6xVyYFRMeIFQYUdzoaBRwI1dHifbLmsStN1PCvsWD5o6MZtMMBonlMX5EoItApX4Ny0YBq1I1JIYpHJLDEvTT4L0eoZ2d62v8RKPneM6r4k5+t+xBhyeEX6Pw2bkBvo2lCMaqvv3TZTtxxnDex2V7RnQ2l7hB5ctkgu9SdoFAmFm2srDnwMPnDjsOpkGhum5TFhBX9bTULZt/mMa4ymTkbmaX3AHFmr3TjkWE6eFkq1wm3qh4qbGoK31raVq131DV3KNu6Dmfl+FaAD6fwAaE4gJ5YqA5hoTbrL1AjX+3OGZoV0BNDmeSmXpTV4UWIgixYCVqrjZyqoAwPqfxW8HN4iDKAZs60NOUPhK0Hx4mAdMVkDVi8usfkMWNPLjocvTJ+As2bDrdj0KX2BjizFri8IkWx9g1LtbMNu16uTjnChcY2//unCzU0KidWgOLgGAijhaI3UtroDF7niJ2i1mzgbGBBA3tPWA8uTJVkMx0eZ53fxbHOM7zeBJDL9HcD6Sw4o4X+O/soVkR7ft5IzZc2R24TM1G376s1RtAgow9I2rMfuCaDwuD8xs58KiAOM3zykunLaNEj4O/ZNh2HnTVXnvAbdI/toD5XMaXQDGA1CaH/eAhi7nB3fjm3T20t97yc6Q5LP7y4jfU7S44jMhY+rfvXoEPhKZfPfml4rUwnNW3/dryJWVoOletnqxLKoBYHWRLQ61qt4jRl1rIEBFjDHJXG6jgdsC8yVBBkg4GITes0CS45aqwpc74fUmTTtOGwzx7CiiCmAqC1DFuZeU19tFjmCK4Ky1+6cUaxVdlcPe26VuKpy5VphqozU7aSPCuKjdgoE2Gvp9040m2LtWZtO9Ib4eolGZ1LSvamMXcV2j45fZ9eO+5Aa+ta2GlBAFkCg6WO1atH+XgrYamBDfJqOhcK0VZZHjuuu64tnTp36fjmkPNuo12rZLGP97MzgBlxCfOkDJ8MLhFcMNPOOXENY0bDD7J9/+sL+xZ3I1onMuH6cR9ng7xzSMV3ja2Q7H3jk/cf5hzxzi96VJAin7R/FtHm8Bnx/vPX9a2yv84PqiwbjQG6T7FkR5IsUwUUJnY9BjFA1DOzMcGSQBduqA47vm4KIX2JgjhlVXrwCSlsX4TZejO21SAiPqKySWVT5DBDXbaQKNxCxbJqUUAHK6QmwfZKXbzC9GE8NAuVlTGCuTAA47JrksSz8mCZJ8rroRYscAR8kBlm5rLEX9dEC1KxUFbvhIinS6EZ9pLASdyFFhIneFrsLDvHga7Cok2yNml2JuykspWNdVrmyvkrb1y2i7YmOjL05nA4tEQGsN05jY4FiDEOR92erafXH4UGJA/XL08QdGI0mDunv4vua2EH07hQqBUPp4XOtBSlgAVHcrbttmAtSLjB0quLu+xjvvvZfBRKhb79vJ+xT+VBriJzyP+Deh+rCtYW2MvjiwW2jHkrgGIQv1zluCMyyvXtQwzKu4V30B7jGcgQSbF+jPIYVc6wBGZnkMgXKABNrOm67Ke/jhdx9Kg/E/PFA+p9EFYDwQzXiaUX4O9hg7J002c677dPAVDQ8RCC78uWdA23JwFGouTNkCkJ3B90pRL4Or0gnox0VtJWP1sxWYJWNS3S5NKkTdTTY4Gu0xqJjhn/u7EKnedIUvadnplNoaykJ60kDFNy3gIs6vijLeWmtnkglQzfqyVzo4z4K4OC8qCG1VDYaegBFbCFV5aLs3VFSUVtAUXDS9gpzbim48ySyeLyvr9eXmHVX8Z7gw5y1PB0RjQqJil4vfOPVf0lClMRXe7SBc875J+ix+PSRNWSlb+hqhSa0hV6fIK25ynJYaqBWAK7qBIAOlXKEeDiCIPxCjKy5Y7RYS1fwQBGQRuf2GaL4q7u7Mc+xWC+enK+bI31b8R8dFEPB9iIQJVoY2FCHt2gVr63H89RnjK4CjeUcD624P1L85OMhaDwfMuQRb0CBHqaPdWD4tFsONd5PY+1EDYvH6c2zHoOGIbWKnwc6dDu0V/vn1P3jsYjwKXQDGG6Z9zcT+AmgPfIwLqfG9r04ovTeGG8kAAmcuMNV0jNRZENGUAe7Fi8WIvFGAhafCijJse8G2K0qh4FhJjBiZTRMAcBXBWqu4jGZ14WirfBdSDGYS24cFENeSV+Jjw46CWrhQt4ms3mkZqB0JC+NWyWiqfBFwgGlbxDTFDTs7QGlVOL9pHNQtOANgdaLVt2X6GFDDULUxkSOyLjQYcuRV2gjSDjQcWA39OvZnBJYjdVHUBZXY06zrKvVqtYcypYocaSU5LQKo/Ur10zh9hc99TDSzt+nIjvppHNOKlCI1aq2pEWgVwAr09r+7uUlgaqzLrsaC6OjNumP4OG7GfDr41t8j6DAgEY/PxlQ6XksaAhnnouFToR2E93jklMFDd452GbNSe35bdhFtMDxOX0AgNus2/mwRxeHj1uYDXXP2NgCMq/Ievv3sX32g3F7rNvWvnS4A4w3THog4pl2dqSVP0cbeGybM3KSFsEyQhUpcQW0yGdTj44orvo9/xzUb66rehI1oKcy3AYKRpQolWwmpoG26LWLbKL7SEWFa9LcIdBVulm+xVWAUIkgaHZOEPDbO0E7iRZJEwDFUO6CXsXFYgcVVcGPVy/hqUbQWLCdHDFyI+goAo641MdHWy0cwtXnUejVwAoxyeILRDitAAewAMPF73zDa+r3QphvU1GTl6nUs/dcY3oxVzYV414K0JnVsLjhhLTYI0UaEcqWnd1ZJxxycCdCE3a0m/613UocBSGzsKkaQccpknDfcJu5MP+BPc3Fp3mYthY2mhMx2qsVYyMJ8PD0Sc4+G2FZsO70VF0CWn+di36M2JGs1GLm5c97joilm0Bc/O+1POge+dP88EK3tGt+/aDAu9CbplHG/F+bUdydRjBgy7IIizP5pFlPNRDwKt2WaY/aeLQdmKYK+MwkV1rL14feSiKCoajNRQM1WuiMICEyyqWMuEPpRE5gw1pMHxVxJVz2tEfws9OMW2zscxnay+hDJaYaiq3hdgsHRlN0Yy2Flr8dowX0rqWk4gtpylEXAhmk8gM64vYHVNgNuR0MijTUIq/MqbXt1Z25LzK2wGzpvp+69DVC6RsGEkmgPVHPUQaKOM+1DhvnJkHzMXwkp6OtbYF3fgg5QLa61q2mLlmXBuq7yt60otIAhxq+Hw206+uvlD+N3nC+vSZZOctjV87AVtwFi+apnq3ZW7PH3VkOQKUP+0XA0ggevXu59ty0K70L7xy2UtJ07AJRUKtq+31GKpQBTcLFRdZw3uABUg/HuQ2kw/vsHyuc0ugCMr4H2dhzGrY3Z3CAVQnuzb0+luKFxlRYLAGcym4TC6qGHiyuKk1dkY1FGpq7CjhnuqCmwYhWcXGU12wggUgNG2JFPL48seOVq9sW0FAwBJWRHMuFXlQPipIrlNtK23mn1s9CdkbrgEMFGhLIsaP3Eh7kI95V234IwILUqyCgEh1rq62K56jYcV0+f9m0fc8i9HlbJg5teDAb1CaLHGNUHRqGCqj4ouDXc3d6g71MEIKVndKQu9nrSv+Oz1csi9FUvxJ5F9uiLa1jUwYUAqQIqYXuISEGSjocmhq+liHfOyuh2Iw4EAFZjWbAfU60sp0YEnJnLdwFetzfXWO+u8eTZexlMEIlGxWxnbPX9JYQXxXaxZ/ZtrdBkpmPYtqmo39ROQude11roKRybP52icWgU/r4YMJ8rBizsZIpr9XwO+hFrb0MDuFKumQ1G9Mmh8Em/z29c3Yyo3A5ab19DONO0kzdvA8BY2yv83vWvP3YxHoUuAOONkk0kH/cjGLgPGIh2XFceR2D+vfNqtqSg7MBnDNunO3Oy1UisR4WBq9k9vVlJSzE3x/HMuxgbeiMJI1w6Y/M4AKNcLf2ukLX5fR5mCMqwa7oZQEMlBjcV3gtAvABUcQVlw0VOkiwAVgYWEArECye3CnOChQgSYnP1RSHLUUkVctTvHyE0NewQvuqXtwnmITleWQjLUtyldvA+ScWPctqSX7JdBBBVFbgEdQ++oEJPlYCwQjQyDLmP5HB71/uWmNS3hYGA1kFVDxPvweljAf0elj5urFy6ndXYjC4Brr7q7eJFQY60FUAKoKgBMKdjywJutfv6AICyLAEX2TFYAjXZIik6Z1qrfQw1XlHItssKWiWshxVPnyHNCxOO5rCNTp2sO9QFt06UCBIMhNlY0GbtJ2CMbAx2Q0l2od1aU9sN6nFHIJDBhMnmBtdAxG0R66deg2CcyT2M5xEXDdy/5WOqCGluwcUpF1vagmZma1GSdua86Yrew3ee/SsPlNt/90D5nEYXgPGGaW/Mx4k++5aBCOdIJ6S/SwPQmEWPAGKTbwQbFiYkEtMb1yYSXVL2cjuj4WYrEmVUrTnT0NWqOU1anlyJ8KjiDRJE3V6hM2NABCcVlAUdLPQVNAjLlaRDkG0FOY3R9NQGAgMeazRrOGN7xoz1mKksMEWQowF64Ze1RWMAVwvMzkQEblxlBrW4AboqFit9O6BquykDl+5dOsgKRQRQcbi5kXTVxAAAIABJREFUluOay4JssajpcMsGwJwS0L6crNBTSrptEZ1cpSzY01btEaGgNnHK1VRr0Ni2jNRGxbQyZvCqWymLXaDWwuVyHfRwz9Pqxesdrl++wHsffqP3lWsEtLq92vM6nkZZICZbidAu8dkAksU17UT3BdPxkJ2+Go+z5m0NcAYQGQzk0m6rGjU/ow1FqGUAJhFkzNMMJWUAU41Gjsj624DaPLXzpwNfNBgXegO0h6jvAwXj968NmI+cwlYne8x0n7MkzQaQmWUOGhkO9eggvdWUzDYCfcXEjO5Iy5DP4e6Aohdi2XHPRkFzwSaLSW84ZU9D826Nu28KsJ7QMDUzzazSoxiIRMn7KJura0tLkBHM0BHBJoMgq/F+Yqaat1LRIqxVDS8VFC1YdFWvTqSKaGe6S3HdYJG2E9fglV27Y0ay67qirqsAjKFObpyZa34SdXSM/refnNGtBwEZbuBr9hhsUUoBcQOZLwsDImkLxU9VjJd/EQGNa2/fBu4gLRtAitEscnE9XKzPEe3hHvlooeG3/nLs3L92MWvzxCEOvBfIcGbSGlk6W40COoh0XrIn+Gf8xsFKbgYPmDUj9sybbzPw4qDlxFE2Y4hvifYCAJ7Qe/juuw+lwfhvHyif0+gCME6mCdoeQ3w5jWriabO0ZmpH/2ZC+76yDdqL+xjo5PusBUbtR16hDeCiM1FJv7BrNorI/O7Tg0kFgWoerkxV2lfAwrCb3v9twkphSl8py8kC+v/Ye5NYy7YmPeiLWPtmvnx/X1WmOgq7MFWATSeBYI5AWELCU8sTT5FsCYkRSIgBkqeelUAeMEEUJYY1sITEEAmEPQCMwdW4yparoTrX/7rMe+/ZK4JBNCvW2vvce/O9v17e/J3r6eU9Z5+9115txBexokFXRbtxQu3HJxkcCwBJ97N/Lh27Nj5hiBgvdYIv3kbjgiCS/Bzq9zA0ZbCnNHeWRAGKKIOM9d4HIwUAAXaP1qnkYbcDyBDsWEGG9B7j00Sx37/B5e4WL15+NMYxp7kwDhSJt2KHMq+HQhFMzIxRUzOVEvdwpR3GjyW4mGssEKCAq6Tvx0NK2IvHiSgB2ouEG6HgDdyQA0zJaKoA+o43X3yWc0tkGhQDPsklyzS/xWYumpNzPUWx/cG8Z3TAjAR69V/k/QFSQnsxA5AVRNQtPN9/bHrt8vhOpa6wybj+/EoyzsnLdaBzWtY5+LJE9h2Wi77B//fm/3zXzXgn5QPAeHJ52qK+tv4fOiJ5rL61XpPwjRGtIXbzvopOpm4M6XD6fnZP+ZzSo9epqtc1H3CZWmu71Ok8pYdHkNQkpAok+dVg9JpMVrqmFE+0gbVDIA7O1FOfj4BIYcvSVaEEbMxQEJQFEZ+pq8VNyLToTwRspaUYEQw9FgU1Z3quMs5kXsYgtAPSnBExmR0CkwULI1h22CKlmvGhmJQeYbKJAGegBLWxCY0UND1xRrIwC5WdqvWitq8gIt9n3Dq1CA8WDbdUqfoUj/lBKU2PRLmDQVr0UaCLojUGSyyDkMYbwEBjckNa2PGK7FBlMHsGVWaQx8C47LvPT2H6fgyy319sTZKNN5jOVqKP4/z94TEIY9mhXRkHaFak7MnJMyM1HjOguC7SzPYWjz0R2sGq4Zi393hu3tJayMWwsQDG54fo2kyCjm37UjjhPQMXALDRK/wzr/6Nr+lt/8PX9J6nlQ8A4wdcvsz6f+iZc/6vQ7jOG4bq8azyJNoVicS1pVRr+qwGKZC6ADrqOSdrFZIMSSswhBYV9qSNcSBiho4NIKBxM2m/ubU/1LUd5ODCjCX7bgnLZldYGRKxx9rItnrzRATcGPvlgptiTPiUYpYRChJj8iAFthvvZAyhQvaLvVusHSDY6YnXEsw4Xs3NwRDgiJLRts20GgC67D4F5sZrQMeDaSFfD27NwqOL4M3nn+PbP/pj1nGtIzEz17daw1rtPQiyX4yZMZntSbJNzaiVgEc3ZYZ0+4ut2TMXM74VX9NMBhR7t7kdcUbY7nf0lC7NeWSiDjLJU8ErWiNzVfUx4lx7vo6Xjk9RPa+VEw47sXyawdxJBQnYyxXUkYuFmm0t961JzgIwrJE1U7s3dSdoxmyXMcjDWCO1fat7qrmaa2ph18ibjylLR3PGTVfBFYVha4TVf/7lgwbjQ/mBlTNEvx53xO8P3ZvSv1RCU6SJ8Od3Qnwa7a5Kn+tL4iMK8cgGld9KIzXOExYtSH1zMMRZ6qlagfC2uKDSyzDqG11VkIf7NqahzswsCifQ/dyd0cgkYOIGdi8CkLk5dgFY1cAFUybigoMZdp9TJc3MpHlucq049RNVNG7YqKGTgCIqqAd4MtcIAwBElq+ki9lBsJomx4wQbczsaISxq5pvpku6ouaGaTlWvH1uEBvmHXY84qBKza2XGWBsCM+N/XKP0LIH4Jqip5a1Qj6/CXCucYgwkNRwUZXU3nCDR1stjDIlZliEzgA7qsBuK72rJzUjNq8hkB1lkGZuFeYNXS5jrgF0sjq5NejeEeHioeoRURXau01vVyjTsW9vq2pc71O9yvZWSBfrcE08BtcDrZ+n2DNEecRXAfyqiYjuDfBawYTVvwom9fc5LsYKXOy3zAGTGpJxf4Eox/F4AL89NPrVE+d9KDf0Cj/+tWkwfvFres/TCj9+y4cyyuOLOsDBeu2h31fpYfq8EHZVZJbSqEuLO9p075UGBsm6do96o+pvK3Gr7a71za+qxmKFSFlCCnvGiUUwAGTd5k1B4ZKhzmRAAAmINzTeMhw0s2sniAFi9zigIay7ViY1J95igYEPBuFyfz9pVK4SOWeSTBaWW9mk7G1roM0YoRFehm0xaw+1DduLl2BuA1wAQDBlsSObsMeI9oV6Oz0kZDeWSwaYRswJ5HEBE4PZ5AfyeBL7vpeJClBK83oMrRJOgOfV4m2NJG7W+6yLnfEwD08PgoX3toR2PXlp2KEA4WbJ5kPigNU0E2Y4S9QQRpzd09xP4BvuzuhtVHd1tjGpGouyKXX5fFYeGQ/FAtYwhj0+h5tuzXES9yTDPoCOAOhxTFbe6Wh97LfRVNPYFH2Izs88RcMw1z+EmplerRqSavVxfMFbacpOHrpmU/KhPJ/yQYPxVuUHt6Cfon198OHl+5PrWrUa9dhkLTqIWWgypjcXGjdkKA0h+tBko4lGnETuXfKM1OLF6Y4a1rFW1+Zw24xpNcYOBZv4DsAkWCYu/VG0dlOOYsTTnmdjXYq0fty+/gwff+e7iJ6u6eXXsVGYBoNMRLS8JmLMlQCw5zAnP+IBgBahrreX7jkywJe0jkYGjG6IDBAA2CM7KeDHVwzabNy2l5sZkBLAN5vzSo8aCmO4cXQkl/siUy7MCkNjNTQcj9hf+BhHMDMA5hqsnvaF2GxkCCA1bQl7SnXtMt7jrroALFw6+RhySOmUTDLiqsR4xFwH2IpL0kdmXm5mi8PcANk9rf02GNS6/q+pFmvXY+1oNdEM1jtrRNIltjw/wI3dO74RqsdMeWO+JYOXpcZgnZg5sNXQUFXtxYjZMwSG67M9a2F1uo6T1g4Au9qKvEV5COC9R1qMi7zB777+cETyoXzFcnbU8ZWABB5//sH3VNFkBSVFUj1jJpUN1boOr3jglfE9Xm+nEiZLDfdQJKMXmYlRqoGZ87CZEIGHpKiJXVqNVN4UAZ/ItAURjtuFUybGjou/PlQcsCiZ3oHHxt1OQShNGSJzaGU80UFzTIngGD5XUhiz6jhGsZZiF2OICgHJhu3GPWakW9r23sEq6F0BdumcuGSvHYPf2Fx5e78U8BeGj0WcLRN3AKE+VXpYU5r3V+PReIDQfA4B3VFA5NDA0DTe4WZpFeRRjYMIikRmfhwVIKy6msZRkWlTFJARX2RzY1G+KYBXMfoUzDv7cM7EkrnFGExgW0fbR2cmMJfjOY34cN3VsgeO0n95SlH2TJkPDSBwDIA1fjurk3I8TxpZnr86NKePRTvP4nA85fn3udzwx1/jEcl//zW952nlA8D4AZbBOB7fQckAynHDk4DIwgBXcHGopzKElHqGpAo8YSPX4xEMYj6TtAJKrgh+KYWCcLnc2wNS76VBhNVtEthsF+JdXQS0sdk7oEcwDHuuG+EnIlAbUltrjH2/WKZRZ8ZxvAGxsRQR3L1+bXYY2/bgZGS/yeJyhCo/U1w444qcJIOpaI6PKVoobRTYQZTZJAggBGEHXZufZLK6l4UTaWE06gYg9h1dejLUBBwOXkB2j8u8IDSfk2M/SzeOa/kMfAXT0AhaJvDDD2dEDYLuxraU2gnAjFnhkUStns3iqDkoUreZ2bbN87Y4Q/W91pofpVHH3sWDtdV4JNmTXFv3d7d4dXNToNEASBEA7LFS3VFDCxbAZHiIODgKkFw0RWNPliRm3o4R5bJ4a4CmaJ9E89wZcI5hHGCrwpk4PjkAnYN2Yt7vCFuVA9s/iCF5PbxchrZltCtB5GPlAc2q9eT90GLcy2v8zpv/6103452UDwDjB1zCxW+V5PP3upkzet8RKEQ5HDWEC+GVe6bfTlS/k3tifbF/rgZ/k3FmfK7Pxne/JwTBtT3jmhM57Z5gwgGHS/LS2N1H3Y5ANVXdQaBDS9HIzuGlheRnrpLs9g/BHOPdG99g7/f2mwpUGegXCHloLgVk3yHSsWFDuvWd0Dc7BiJYsK4tNSsWWGqSI/3uYUMxIpU6MyLzkLA068ZoG28Qtqyx1CyJmsDcbHdDaZZrhCzNOdy2QkXBrv0AES79AvYjnEaELkgwFJJ6trZqs85KWRNhA2Scj0tPe9o/DPsOSybH4NS0cDBLJtPEeJ1KCmUF4KBSgW3boLD4H+ygo22W+0XUjl/MmNQsdAQAuEH2PqJjFiWFQCF9z1DpY43GWn+ad8JwLR0ut3EMR/5fzHW0o+oipqidcW3R3gADbAzg4Xst26yp3QkPmnimBFQt+97eRP6OCgBiLMbvvo5l2HYAFZzUOsfI5OpftBUVOEV914DGcMU+EsUY8/clXPgNf4yfePWvf01v++++pvc8rXwAGH8CpWoX1qInm/7stzOwQUl4nigBVO6+SDRnBnwJHMrLk1GXZ2v9afxJlVTOfRjNGGZZ5naI4q7qD5Bb/EfCK2rpKSHuOcHMnjhstJl5g6glAgMBLJEKfrgwkmdrNUYlgFoCMXt/w+XuFnevX6PdvAwVxVmvgWQuZnhKYVfhY5YBsJyJqEcNncZZi6TpjCKCPgWP6W7DEQaTAgXcdiEYFisy+iVFqnO42ytb/yCAkDm9xiwN2XtxUT3p7bH7ZT0oRtAxUey3tx7KmyxBXRmy0Prkwx6rwwbD+sielTZapl73liHeC0DzeqTrCOLlExCJzqoXExz83d3e4eMK9J6is782FFWL4WPj6ozotn8OM8s62vW9A/ij/pogd+ydSgfSRbQ8FW8eoKDWWEHV+WxTmbRoQzXYzmaNISzPBIDQae8DI2dK3HdNqDq8AANUlFY9ba0+g3KRNx80GB/KD6Zc01x8mXrOr33JbaU6snlGZUtD15q13KeFGtScFStQqUTjKghSl9aq7OZSubpmgLeGqpbNqJcMD94U9XgNzmBEw/XUDUhdOxEMyfmg3QtNZmg8QXB/f49veMXJOK/0odowZL/hMR4cOEhE40xNVdg+WOl9T+3A0CD1QdTrKBWmZVoE18aUsSQikAegUrX+te0mP6fqPaYsmER0wufyADhoJurZXlTwSZn/ZcShaPkiVyZkO1XNHVVU7chIR8TTlMK7BRejxjnn0iOlvdlTxFHYVHwRMruhqY8bEezIKO6vdigoQOEtSzDA+nxlzjOkG79PwGCR+BXIlPXXtu0EH3JCZyBxfnc8MwsBkxCTffAr50N8hd7NWoqhjNDp+fMvp7UdQcd7Egvjhl/hJ782DcbzKh8Axpcoq/C/brzHtAvXtRPj+avI/qmlVnBGnSgIHiaCB/9etRkTIVwJwfL7tdeO31zdC5jEHjkknBgR4OG6XSqNZ4FUd5Mz/47INwKX3JGBnKIjmf2zjieZcaGuOhfp6PcXYzoPgQtghAmnkCMlByH6SQQPBlWYDlHmHQkXzrAZ0CDINiKmcSBP/K4xOsYNiJHMNRj9JCCXvob3hVuAgNWZrs7ukYekdlHF8t1uGFfE26kyAn2ZDcBYY6ZBslwreXQhAo12lfZabCwtqeqRRyLphZKQBhaEjN2mRmUkWyvzx74AFEDfL6OT7Ez/K4rDqQvy8c8xde3F1JgEefX6LN3HqBONuqlWnB2sDPdo61C1EesszqACDvKH5mgiGwtgyFoTZBy1HPWe0Z+1zWejeaVc0Wg893KRN/jt1x80GM+8nJK5r1y+jMZh5dcrOHjKO9f6roGUR4HG2viDiKOVChwaECAiP+PIp6rkXO9L7cbVNh8lKUIkoxIPmGSahi7OGLhZim2Qq/jd04Bhkr9rHtDDfTGiWkXLvC+hDRC1qH8Cz77qpF0LeFGYpgOM2y8+T3Axe4Msw56xGAhta+j3FgRMFeMIZh4MpJJc1WNTMER2k/IdOESshrBzEOkA27GBBvfOzy4zN4uIGWCGVSBK0L0j4oiox6gQ6SBuqXeoLC74wNTl0K4EkIy1QCVWhqtuLBCYH0H1Hdy2rDhARts4DaG5WYwLi7bpmgmm+WSqiNeWv0VAYnYdIt3sNroZt5oWhC2qq8jIOKvktsRuYHx3B5EOJnfrPQCAty+z1wcWkX/Y36zvOg9KNc3ISJG+AJKx1gGiFVSsIKG2Lz6jPB/rYZ5fKveFRjFdkg90rPZgrI8KOq56kbwNISbCldOdZ1lu+BV+8uMPGoxnWAare6p701u/4SvUefbsl9E8PKQReStwsVQyRfI8uecAGPKdJ2AkCI5rECrTqUxpxjLDGG3MH6OpZugD7YI9jA6JwLpDtWGEmDKbAiLLQAqChb5Wge6Wh4LbMKAzFXhh5DA1vFL0QT0ZF9AhjiSG5Nn77oz6LBbBNEqAp2PntqHjDqqcjCDCWAdjNe8OJ+AEiOye3VX9qEY9z4hJ20TiAbvc74LgSdssLLgZgu7YO8Dq5o1q0v8uId3ZcQuD7TcYA1aKiJ8DVKQS4QwtlnWyRv1MY0YCpF/cFgIWc8IrJKI0aG7YIHrx4WNAPPS5CtqNZXo1A82WBr4gSu3FRoyLxzMxY9BuawMC6TbfEU6LyNZRNJ68/dJ3zM4SX52wVGlac+1o/jLccUsmWNDIz4LHxacAEvXz5MGyaCuuaRBX+SM0SsMIcxYwxprAVK/V6f0rQAnQ/D7TgwFOaruulgM4p+nadP0Zl3t5g99+/XffdTPeSXnWAGMOS/sn9Y4fbN1PARcrCInvVYV/qPTs2sn1JAoFROT3hWnoI53PJtKQrqZ2YyFA6/N5vfjhO1FkjrgQ3k7PS2EC57BZgDOryLJqAMI8LPq+G0BIQDBOwRUKEsXeXVPBYY1fpK8QcDEYxOX+zl87252cjo6Dru3FC9y//qIQ2DEAkzLAieHkXujjm+cgQNrKmLFr7IMwfGX3YiX3WiFAyJKGuT0JZwhwTiYkPoe9d2xtBDLzKfF51DHXdAKydLbjsfuQC6PvOxJUBsAq6yviUxAzQHb8YeCj+VzTmBNSsLvn2klJy6FNKZ/MmNMYzwbBDlJ3b3UGHMauMf4qQN9387hJb+TRy8H6vxxRGN4kM+MjmgF9DluBapg+Y6zjGG8qvV+OGuZtfFyvlfkDyOMQm2bxvRmVHHufQDnHtni1xFsLADmAGxyFnbcRxrJFrgV67qCilht+hZ969a+962a8k/KsAcZYgJrffxjKteOQg2hxBV0Nqfik7iufz+o5fdcKOopqPF351vpVM67BypNnCcaZWYSIRhh22oOW7RTJ2EwDY0wnbDVMKo+sneTagHH2rCaSmRus12VgIog2YZfdNA9EGWvD7D3UIkzGmkt6u0hNBGPsBBDYDBBB2YZwb62uwNYuypwr0qPvw9DU2tldU9AMjJHYEUl3N1w0AB0ggYppAMRDbWeOD/ckAXk8Denw4BKQfgHjxcwYlrkGAjwsa2xZPxWUwLUYAXzNiNbjYagCasdhYVdja0DNBkMHUwbgETz7ACpwoNNNk7MRe/bZ3WxRPE291U8gFUtnLwLyKJ7D7RHoe4dIR8MLBJuPPnwVxjXA65m/SAH1dcwLII5vMwOt7anHHnb/yAMy6o7v4/OAM2t7c1jq+E9Abi4TcKC1TaPXaYPk988eJE8EFldumg1pnz9TuMgtfuv1//2um/FOyrMGGMCfPKh42/onenqFJ0e9670HIHFNM1F3ZjyCE4Zw5ferda/PBANZAMVpe87eG0SDyPlLMdZcQEZtaIIAgqcnt/YLkAZ+kY9jSG+ZetT6Kn6kwhFMykNLKwGupu8iGcOJIAC56pY5Q5SLSL5YNZiTA4gro00h9ltPcbO9BDUClNIpYY0dwm1kDg0bjJAGzag02r9Zsq6U9puNbWOwS5pxXKTac5DH0Yum/EtgCLlq3jUk+/099OOPrxL4ukRrpPTD+sr7Qq2ukMt9HpGM/CjePrExaG6kGQAmwQPIxgDmGWJ1dIv/ruHKW5LDSYxz2NKE6mMHsR2LgQp4gXv3qBkWR5j20fExjo8xrdkpdACCelwUTSqwFJUd6lTbMIi9vscP8j9in63lSF7mWTwnDQEujhVOVwKI0fqMlrrn4xID30eA86gGYwX275nmIsoNv8JPffyvvutmvJPy7AHGcy2ryrFer8cd09915z+NOiBV02vRscFDoNCH6l4fP724qB7Wdq1tLUOwnu/Ojzhxi7NoGGhQCZdMDAm3qGqjY+aCai6QbpUwzo6ZADQDFH5PuEB2tmOEOCAxxoZUC7f0rrAREemeG+PqCHmzil8+EYBhf2HtHYanIaHG7xVoknOhdLijMQfZqlxEY47I3xuJ3rqqB0SiYaCadF9BaiOQ7r6qD3rJTMzx2vrDmHNVC+wULsSh3RgGrcFAFWCgKWegLBtzdRsVx1tq/SOy4Gs1+FsawLrGIZehVpDFuQ3Eg7rF0KpqRgU9Tu3bM7CqnZiOhLREHi31jtkd12cNRoUhVP7Oe+pcsJmZ+nzP7KlSaVOMVYUitWj5EIHShvBUAFc+SCdPPwRwTspCiyY7l/cIbNzLmw8ajA/lWqkb/ESu0LGpr6JxesTVs+y4JJQoWzSIcyFgU1yKeDE7wXpoBxeJ7tCGfN1RmpraP6lkil9/wUajntIXQhJPy7OR6MEk+i7oUGwekzGVxxqUzyQ9AxrufkkEkR2qcd0YCqmnkWY25mqJMGBun4SLx2sAYAzMUUVrMMPB1q4Po4OhcPNs2wvXSLiGgdmlbmdo8CMMJgsNHsy/jGoY2JGG2ttebsc4g3nGU3tEOCVKrQwUnnLeXUerZCwAWPDmi8/x7e/9yAEw1HWHdX2s6/ekiJb5imEiP+fnsp7IxiWApCqAxmAG5OJuroae4GlqTRu1XxCoR1TRIggbKfrlfoA7T71qgEfMgAPkRyklNX18Lq6wTy0rY0sdRNSTUv6x3nM9RAUXWEbRnyvCRAWs4/d4bdx3NLAeYIAOxxoJ6E7aWPe3FuBpIPYIGAhnYc2PAschCudTkEcRfGwMRgj251pe8Cv89KsPGowP5aScRbCz63atbuCrKr+QABetRIKKQtCTCGNh7H7/dE6t49np3ZVQFKZB/rfWl6W07yzKZ0bDBK7GS6glxmwI30NcImaoR1p0U0+rlwkvsKHrYMKiFv7bPD/C9S3GPuwvTO1NAEgIShoRx7ERWUhtASLuhgo8CZq5gIJN4gUU2t0mokWG0HOCp8oIDwVqnPEZxrGAQD2qKKEhIobaZHkUUfZ6yAJKcWsGkmyCEytamChn4F3QnXl1d89kIgMcfr3mgODmbqFs/e/39w7EtsPaugY8H4p0GcuG1TxWDECGlipiKowYJQR3uQ3jzN7BaJB+gXpeEhZ3QYUxRBEBiE0j5UcgnciCq0u3cUqvYPdM8TXTYadxZiTcrHUehjxSy7+tHFyl5zNJWifNhY3hUTNQQfyoy/6OuBzsoDy0NOJAswo283zMhpixT2bSo9GsXONXo3piCDaBceP78BSpXmJxtLn0ttCDKWT+A6XaMGVJAOWGu+9BsK17eYN//EGD8aGclXP0PaP/h0D3tc10ABVLCdBQOOr0nPo/GtdkgJ0zCRSYJdTTRl9FSA/0L9qvs8w1VNyD2Gl2CmgLWVA16X2HoBF5ICj7TVLLEc00bYe/GIClTd/3HUIeiwKMHQJhAnoD1Aw7TT3ejTDx5pEkjbg33mDhu4p0fa3TMJAAl6KYG/YeXhTmVhszOzLHkhswmuRnUpwbrHpwLzsC8tgdCG8QApHXzw6i1PKxdFX0bgar6dHhzIiYx1GAKMCKu7tbaNeIJZbtOgMWCToekCwDUIirHtLRUecjmJz/yPwa64XI3GaZwWJeHkoKagxyYEFM4N6xuzEriD12CXlMLQbI8qD0tMWx9zI0vWxErT4bDj9u0/OjkofKamSY3kFFE2FDMHb4JAwgtvUK3ijvTzBQ/o0ItDZsOn6dJm+1f/CaCx1bA3pVO5Wz1lShKOyexNdVgP3xxEQFputVy/IUUvMQCDHNE/DcwQVgNhg//U+pDQY/fsuHcr0cN/hML64fRUyb+WwjuRQSRDivYUj8VVq1nycxZdaSRD1PUUGe3bdoVQ79O6139GvQ2sFYgonH+XpI4+rMlVInqw5UDBhApTTTDCEtYJPZZ3DbgNbQmgEI5nCHZAcfBOYt03+bhGhZORXAfrkc2j/1T03zYP1Qk65bG2Ptav2gopaG3Z8PDwgahF00HGjH9wAfgIHHTDAmg4EDsHwtzCBqxljhOUhcAxLHE3CJvd/f4+7ubpkmHWvqZAZDdX5aKpMkTe2KlgrTu0U6dN8z4JlKh8ruSVcUXT2Bma99cINHzzK7khDj4fYNGoaaLoVnNqfkAAAgAElEQVSDJ9dLykVix2Xmvmrv0vz85cvq+XG4TmPHVG1Dst2J0UfXKlOm6ftYgvWeQQfW1gFH0hKAoIKfGNewn0kAFK3PpTt7lFVSERqK2i6kJibG463ll6slNGQfyvMu/1QBjBNN25OeOefJq/qP8v64OEkAlRBXQDAqmBu23FuvDYY8GEDs8mQSy/fHunvoYgCUk7JeDV5am7l+zzuJ7V0ZJ8HfJcFYNKU79UeMEYUrpwXXEg+6BZeIRs4GT/AFgaBDnGlB1e0fjFmN8bNjBJsj92K4XHzQrm8PinjlTpE1XS7KuvBIm9ASwjwJsXu8aAx1hW7qHzkJuXoo8gHorM3kUi07aMkMvT4uAR4A03jovmO/vwMiR0uZoGleywQ+uHaogE5VO3oKkIBgvlYfs8+MyAiXrlRyxbADL4/x4UxZytqwIvnulOhjlZN5D42olpTvs7kgv/sIp1a7h8fKyuCo/DcAYzX2Pe7EAv9TE5LeKNNdQ/cxv7fCgfhO5XNpWZnTMzwSR3iTEIMqHBzHQJc1v7Z1bsf63Elb3gKBvO18vcuioK/l/+dWfqgBxrpWK4J+TJAfz5zfODMEwKSC+eWVwKf0VaWNs7oDmKwNLdL8Cj5Coj0jNfX7lY4c6pjeG9eW/uSzCZaib6Pp9W9IOKGK5bY5gTBmIc4cFBhGgdIBTxymop4KPc6jg3H4kQcBXTq6CrqabYZ2Cz/du2BXz0YKPxLx6VP3MEgAqIovvvjcGNJTdocbejJbVlVj9HHOX876I8tpj3gedgxQebxC0t4ggYv/GECyNXZNhT/EduzSizQecTiYXJPhdfVuGoPPP/k+3NVkdANHNrGWZF1loRPIPVQE2rt7Tvh71bUWDhDShdbnJ5iadDe4ZftuGifrn0AzEy0xeZAuLoHaGLxtFg01JPFYPwGyfbxCwwOysanjG335MmU9Islxma7N2swK6aqNw9l+jdbNMTRcA5afR2usTvscGs7ILJt3FflhIlvj4eX940PFFLGv1/dnK2nYhGQ1yzCfYoqHHqBxLPWhPO/yQ22D8VQQUZ7AcXufs+fjxhoYYKjHg3f5RvccDE+KoEkn8s7JRosGPMVi/bwfs9GnLr8BxUPg7P2lf1HN+ndW0KiHRxYnEgwhRVOCdHWDvAHgLLGVSaB2vl6Sm6lLMQX4sF/b+2DWdsRgOTWZGY3teREAGwP7bt2BSc77/Z3HgCiSWCHuKaMpASRJ7CLSJoEAlmQw7FI0QOntYRlHJXgkQq1Cea8zxDga8bdmYCW4rYdamO0Escy49B1QyXsju2sY1fbLrR/beJvKlF5bM4N/aEbpNGbobRUArYE8Yyu5fYoKIQxdZBd3q4V5+Ui34FlQYL+guVFsV7GMuGy5Q5QYvEXCM0vZ7vosEJMbhLpGy+NcgMhfa+sk7AbMzsbCpYceIwwFvwzTyrXv2iQbq5ijYRsVtGJy14XPidOETAKHapsx2hWeUzUglpT9X/fhODpdjTwpn409Fm/KtX2ivSLA+sKhcaqjcDQSHeBqDkFe2/KgsuJEq7t6ANWxfs7lXm7xj774e++6Ge+k/FADjEf4+NkTV+pYK6lSgpVZKTEI8LRhz0DDAyqVJ2+dBRi8TaltPINXAA7gojLZeu2kWVlDjZFh0rgnLhM7Cxfw6AchjzwQGgCR4fnhxLHvfr1tRoDdcFEimRYzdpEp+FQea4hJzirG7IKQqwD3t2/sOGUbhpqjJ/PflOuJ3XV1IXkKhI0HgrDC11X0FQAhGP76rGYTVGEaC8ACcHW3SYFJ5L3v0+DHsYAdDSiacXZc3rxxAn9kJHPfziF3ziGsb4B6DBIFtw0SAEfqEcHIeRFBuIjMq0V9eZlShQt4d08h76N4cCyNsVF4xM8xRhKJz0JjqMhjI/LgbjZdrfRx1mA8BWjkPcmdNa9P9xBSo4RsUgAQ/8eP58ajFZDMY553+MPB2GOe0qMN12iCziTnZILrpaw3Hjjb/Gud2ccQppCfzzxfzpu5dD4B05EeP3dNxgv+CD/z8b/yrpvxTsoPNcC4cgLx1KcfuD9+K8SkbLDJpTPv9vue+Oa3ARfZgLdU2UzEA6PdtRgYmLUc40f/PmlSRs1jTI69IQTzlkwfHtb/YaQ4jhbII1rqxHCZ2cAbOxMJsEIh7QAIxwMn7pHvpHfThpBrRcQ1BY0J2jt26bihdi5l5cQqIqMpJwEMTYS1PzKrBlA110hnKNYLZ5bOoAiupfHopCHBej9rlNM4ImF15uvzwMzo0tGa5XBpZDFCNJhYnhGdAaZz4JhrMjRxQOZCUQBgSfdedPJsph1M4nM9oozaHFjOFGqu8SG12CORJTcCtypAHsET0MzEHknSqjeDRWa1GCldZKxr/w8wT5LGhEatxBtxEJRrmPGQ+2MFIGd2GDPEnBljNSwdwapCHzM/l1st1j3V67FzKcehes/U5GPXvDY00C0Sd5W3xz3IfV6XvXdo2ffZ3CJwzcIF8DQPkqzo7LNX8D5oLwDgrn/QYLx3ZWboj/HWabucP8/X0PlD1YVr17He+rZDdRUUoDBwr1s1eVdWQIBn10SeeQdhzCarqZQlReWTganHGWt3z8BF+f3gBhvqWCA1ICF5Lq9ccBAlUDDg0M0AETpySIQ9QpoJGRGWTNOuY+wFkEAS5YXDXsNjUrikS0ogTyXO2wYQ0NQznHbB5fYO97d32F6+WGduDEwCHbeoL14kHAHPJM7JQ73tCb4K6lzjmtRrBqw8yZn3NiRgbg1KpiVQEVAzYAQdxyihTs6YGBR2KxfzWmUkwx5M4zhhq/q9aswSpnRjeEwMIQJvG6htriUygDACXwGII6IwXiVC75cpQJNCc1xCA7E1NjsWIj+606EdcJG8dzfWjdghHhODCEBjNN7Am8fEALkGqwAHfViDUTUd8f0a6IjDHBvK+Dz2/RjFA5Qbf1PqX5l1mQEeAtG87cf9629BM87in1TgWVsz0YNcr9GXVetS+/kA7V0Bx3rDWnSM+/tQXrZX+Oe+8UGD8d6WxwT3ST3vC3qsXar7F4VeeeWlHjku7CQpJY3yk9qMIhHWhpVwz4NyDvaiBX3kKSchk2/lmawCIzFGgBPKuknx9tsztROlLCDmrP8LnkIiJtcymD2AzROzH514DCyI9VK6QtU1AJ6bgpiMP0lH5KsQ/90IfngsKLgB2shsA9RChCOySKZmxLUbslvkyAws8VBx1lKotuXKkDGv8QPCI8RBWqbwjvEp4Kkwdhv1YaCYmVVhxx4CsjTzAOIwiIlx6RdkdMY8ujEQAPVkaSsnCSm59Hxap3XOKxgIQ87umhNF2qRYyBC1+GLlMSJTRCgUrAYHDPF4AKzIyeLLpTugkHIsYtE5I1uq2X8wOciWMYUxxlLGnIgs94z3eAYGjx+TXP2dUI5tztZQAeYTsMjRzqdsqMdMGGCetR3rnhuMeyFs8cb6yhPiWa/E3E/AYnkZOUCaScG8gq7IOuclOrAKKjEnT1aBPI9y19/gH37QYLxf5emnAcb8VykaFG5zmqAiCFkURZHsgKHleKRdcez40K1abiZXdasijfHg0lhpyWgkGMQKiHqWb0UEHwpGYJITj/qBlLOyvz4Y9UxzbbNe/VI7jSkxVh0Lf0WWIP7kn3t4EPSeBDU8MSKpl2VEI0QK8ggDzdqMpaj1zYaR0cWjP7r3QHtxYxlPLVmGHxUoVBtIOroH7bK/irZZSm8iAyvXiJlipKyu0wSXthHp1VMirmrd4UI5GAKnCn0YzWoMHNDVU7E7VDC0AtFuETsBRC4WosguaoS60YivIdqx9x0vbiyrKhE8AVnRosTEFTEzgEqVeM0wFrmPos2hdYBrdxh+ROLXJGKNsKBpwy47yO02DCY5g2HCvu8ACG1r2U7Aj0uU8gjKs2TYkZnCDUDF9r+D89Y2UGtj7Dkijs1z/BC4qF4jqbVIEO9gfwzsVONsoxFgwWt1UJBCBCi8uXPOa5CrbOukCanXNOeDaP4dZX7P9nzFnfHBl7bXbzcaQB8xNEbVZ8atem0rlXaXNZ/tCS0g+759/tE7a3nxQYPxw1yOSP9MJZilMkvVNNC8BmjGZqRpY1QGfvqwLupfE3vctc43VApBtp365Rb75Q566WAV3F8uTrh7EnXaLMDUi29924wfeZsY8xDnvOVX1KPX7DHy9/hLgylRDlSxv/ABrR40RIC61MnO8JkZ29YQUSwa4pnx3uZ2GDFHxATWBtw4WPSU7tsLSvsFrjERWmh4GNo7ugKt2ftEumVBByB9x+VyDxdFzyeeYIaiGsnWNPs7ztwjEidSRT+YjPcjPEhCOiVG9zwjh7F3qTu1H661YiZACV2GkadqsfgHYNlaQ6MluL99jRc3L7LyNFgsAKIepY1+08lnRb9czP4BcXRRQGusJTeyJKI8+GK6AStAcgMScykWKGS/OHgyw1EVRb/sUAzQAITHjbkqmzbLUrrH3rH5VH83QUHYbl6AeTOgE0cn2ZMvqbmoxwCL1grxL1UhoZIGhxoBUGK9MBBGtFXLtQ5/tbEYf8eeWwV+e+5EI1VK7u945gyFZL+yR1jp4Kilgp/r2yrvr8A2h/MRdPJMy31/g3/4+f/zrpvxTsoPPcCYjvMKYSAahnGEQh8KYQrmGzSgIvsnvTjOYs5KHg8Mlbi9xlw3Q8PKDEA6+uWCu08+MQt9z0Aq3QwaAUD2bk9fFB2My909tlcv8erb33OQYfYZII88EYTu6aqg0bXlL62/FTqblvSRnhxOrJiTiRFMSXHDnoMiuCkroIx2oyDZXBjUYpWhpsVx7w3zDIiU7Eb1IiYCKSChMYK7PmLHLg46QmokAjPQ93tzsbwGRTW8IqQQVLeHCCCUA4FkiGZnOaRw8x4JhjPU/WEQSGGb0j0jCbnNBxFQ7FREqgcJoEIZWlrh4dYBqHZs2LC/uYV8c0iwA3POR3YBcAP8ruBzBPUSr8MBXazfsr5JPSQ4ETpTRvS8hIbFjXtJOtrNC7OXcBuTvffUPFwuF4QKvYvnbhEHHFCzB/G8JhFqPHPDxCb3j1UXY/8+fT9M9xIM8AHjeFPKOLm4bxoLSsY8jDGR42nHf/Ob/Ndx5YDzZmCvDsCPwMJpYlU4FCBZ33SGKejk82i7rfMV+FTwE79VkJF00I/ZiEd8mNwTOrR/b+Pt8xzKC36FP/2NP/eum/FOynsPMK4pCKIksFh5hRNTKt9j09TqJhR/Vv9U3WIx/kjbp/pyx2kSfFXBmz/8J7jcvrZkWCMZhxNYd9/rFjZZ1eJXQi7Afo/9zed48/3vg1+8wHd/4qchzbwlmruIRrvXEkzlAfZ6vH/pz0w0lzeFhOn9pVAFe8ruBHQaQHCAr6jAIlsGY/ZxC4tFjdgdQ2K2JtgZvaqgXy5Jprw2G2NuEBHsl3to76B2DSACVVJjHsdR6a1Rx8iZWeY56ZERNo5ExgjWGAjRn9TChKZLNMdFpGNdtaYwcFsNZ9KWfZQg+45PP/k+vvEjfwrbFlqhuZ+pxcBYD1g+Z8PJQ7c7YA0DS2Y3yo0HHWT2fUd1oySfGwKZJiLmVTostLolOlPv04ubm3RZtQRxiv1ygapgoxbIFnK5WPwT13LQFjYnZ7v8q5WqhTzCgZUdh4VQnWtrhx3nHpl0naLxvYC8Ew1BZeDxl1KaWtuI6dpDtC7eMQtdRzu3+u6se/k+2rqA1jEiWeGqRXkfwAUA3MktfvOL//ddN+OdlGcLMB4CDvWoYxhAXWOHlATuseV4QOc0P3fYeMsmG8AAkxR4JDjl+0o5nDwDBLm9xf3nn6VUM/SRA8SIKFDcGe2IgT1GgkKoQ/qOL77/R3j17e+ZxP3io7z/rP/RtrW96wifjUu9p0otLuimkR95+ym+QDPeQTxsQZIopXjL0skebIntWVXPZQF3NxXLborKTDAmxT0QCBGEKaQigGnz8RXI/cXAAEa8hGl0woNIyaThCHONCmhi/vNQxJQkGtleFTHjimInVMKOpzYnxis0AjAbkzAKtg6RT1wPrGrrlxkNEd1UgRtA93vofjHDV0+qVsVmXf7WtTztOJcwrYVuB1LieSTIUDWNkMLtYAbXY9VhV1BsFhjmwtq9r8OOxIqoJ7MTWLh3GKASFSiZvYWyWv6TYICqZo+Tw/rVmFTaB0Q9hWiNsRqfZtBRt//YQaZ8G3v8eK/XcKaeQKVDR3ASFU0C0GNSmjcv9zCwMPuZMhy1KzPgqeXJpx7v6fEIALzkj/Cnv/Hn33Uz3kl5VgCjHhlUC+jV6KeqBMdz82ad3OqulAoKUFD0VD05A3BmEGfbqphUoPnIyl1HNYfrh/aoEywmfPY7v4N+fweC55AAPIPgYDbizEPZomAibDFEXAUsyXy/+L3fw2d/8Pv4xvd+BN/68Z9Cusw9Is3UkkwzSlXBVrB1kLTic5BhV127NwQliot8Iwp4dEqFMbE8QvJIjtHaiHuQn9ncRYnE42LEsA8wAQ3bGg/Gte8+bh0W3PMYYOt0MNg77p1WhR3rBDVmA0EpbQawyPkTBwg8ZFoNTYzZF7TW0qZBuhgjVWO/GI6YycjUj3kiSysA9zCxAFaRH+X+7hZvvvgc33r5o4g4G6E6f9IaSA1HuP8WLxXmjHUR6yA+s9uBRJum48Ep+Zimh4iBwQ4JYBD7lCJIqPqQu4bIj8c6AcRkSe8iroq1YgCCIa083PFsVYw0TX/jt9X4c11HVXNjrx00Lg04fW0OTQblfdbk4U0iU92DhlndZfwx6BDR0qq4r9bjY7NG6K33rcbG9djj3G31B1fSFusrAsSvo9zJLX7zgw3G8yjhrz8kutXvOwBHIHwkcRv3PQwukie64BfhfEMSDAIfNcQZPXFs/BB+lvPrqZlj056yKlepakihQZgI6Hd36Ps9guKLq03Zk28puzcGKdDtKKDDzqW17/a+jjzTtEbsYDA+//RTfOvHf3oAp2lkj2N0aHNVnWu5FgZlNvqnEkeqf/OKjHcFgQpGm4G2OuA2KckEYbYa0O7DbMCEqRlIECBcX8OTwDQiAUrEgQrn3KraveRz0fcOkW5ZUg+F09VXtbuRpYEiFs55hKjnSyOLDFoEZ8lw2IyuHZy2GE60PbR496MUibHqfswjnudEBNQ200hggLJGhF27K0J4zAcHLFDc39/mzAc4OEUYhaFP8xz70NPGuz9qgmSSsIdxIKkjdDekATzWDjeGqvXX7DVcK0F2FMTEZlLhm4333dK1x4ojhkq46hrQ2Bpn1FDxcWQmN+wNEECrOP5gOdP8nd0ToxkUIIWgvKfusbEu04sMwbALnVu0Gum5U7SkaTh+1q4yf6P+8Xvua+AgCK20IegfEJ5h9ssICz7T8aeUtT1xMb1G/IYAxNbMxwXJd11e8Ef4Mx9sMN59qccL17USdcMhGYPXMLQQVzl72Swnm2vdsBWNDGCx1J2C8bh45ZbR8EJtzLnOtujdF5/hzR/9kcUTCKbjA5KqZwH2fc/048MdkAE0yKWbf7/HDejhjXHpQH+Nu08/xUff+fZhM58SpaXt0z0PqFrPVLNDkreaiRm9Czjeo4oIX22poZtLo4OBIzQ0cMbjtg8iCnZVegRcCpuOiCZlMj8S3Ikby4bGRN1tkZjR9wv6fsF2cx5sq7KQeUhGhg8T1p3AjqSaDnicOLIRfUHMl7vv+rhxPbYILRqQYJgLTAwpPTLK1miiI9tsMFfF/esvPN8JMrDb6baJ/TCjeB8HSqDD5No08XdCc7NRY+hegqFxORKjakeieS0DhQVT9DbamHo/yQA3KaXLqQ23AxefX25+fAZLlDaONKJfxzm+ZkR4dq3eOxt0xjyerZhCLxI05JDbmyhcfsv7gxEHnSu1TW716/t0PDzA+vn9azC++jloa9LC+D0bEHT4tBWn5QAukhlUIh2QrbyU6qg9z3Int/iNDzYYz6OkMVvhw3WRVqY1pNo4aywygzwN2QaxjiUaRyBBqOJFtOzk3Gw43z414mXdoNlPOLEUl9nZpMrbzz4zcKGAUjEcKxt+5OkIMEVoarkslAjc2Fz6PMGXSbzOQLrisz/+fbz8xsdAe9r0HwlVuNPOtga1j+U0YiIeqUIF0NoN9vv7DNXNPJhpSrqKNA2QwFqhsWgbAAWhgSmYlbWJ2YGbzC+u6yKOKYjcUBYGZmTfQTfq1+bi5NPmlwFSTq2KEk2xuSqxFh1AJ8CqQoDdXFIjEFpIfOzgq3v7MrAY4AnOqrbIjpxUugEsifwdOtZoEmwKb1ELJgbAMpXFnecl5jn2ipZ+OFry7tk9puq3V4aFBjJ/ioJYQRLSeoyUOLAkB56muehqWXUDXNh4ud1I774fe7YzgSK5nYaO1PR2DNMQjbuCLWxYHhgPe1eJg1HuDWAxjkyWvU/hWVMYuWtuZ6+SmbKMY4cAlGGPU9p0onmofcy1MPVzPDu5ztM8Akehyz5HXJt6QzV4f0o53DoJawO45efU7DxO4991eckf4Wc/aDDefbG9ccquB2NaJONqyDTuxkHSulYOd61qwcocy/VA8fOZZ2GopebTHg1RtHhUAHJ7Z7YUGMwWSZBGTY0Z3Ym4ncUO1DPu0iSi6WUiissnn+D1dz7Dx9/93jyY18akXM+xraDnRF1Rz2DPpC8t4lBoobSMA2focJ2JCQGh8g/tjkmmKPNAmfcirht/H65uIQGeTU4QxzWg0TQ2QXxzvbqGYESGnmJfWLM9xgURPEi1E/s4RnDlss+ZJQHjrEMlSPlwrSa48WZoqYIBF02e+hFRNKR3xdbMmyP5O1lfagK0k4E5XLJjGR5zPFCVeRn7XAWQYD+2UF+7g8n7mPu6GhJ/oEyrtrWG3rtro8jHo2O5zZ+0hUbByPcObZyuy7b3ns4ER3tGX1MIOL0nBJeAggNAnqn2bUkOBroKW2cBqLL2AH9EU335udKpcn0CIMt+qPTutBRh4QjUqh3dCYD4ioXK+njudhh3cot/8MXff9fNeCflWQGMhzBBZUzrfQN8FNe34Hk4bpTp+3If1Rui7lovRiUzkdDlmYf7um5OJsLt55+mGjno/ASkyv2RvdJSOUgyM7n0kozKJPMEL8aNwfeCP/hHv4E/871/M18U2hQCZYyAZShyfGq/B58+MWs76D3HWAspthcvLXOpkht7jpL5NJJJhI0MQ9BdsxPpv039vdEwemNn2BHkK5hYSomeCp0QWgy3h4GA+AYqO/b7+6vTR9mX6skED2ZlhnpmJ+HHX6Km8QhtRri1irXDDFKNS1ocDTlfnzTYVu89F5t6Xg8zBrXjhgizHWyI1I4lGpldifZ7pPbDVCou4cZolblcGNSBX/jmDNW75T0xuwcisiik7qbK5NqeiHsQq8aBADdC7zoDbzW7ElvPcb+5Z5s7skAhpnXy2CCkw8ZHpOcR0PbiBZgC9MxaxsfKZMTJY31Pxp/RvgPLHaNHVO8Z36stVpm5nPuo6SDApCa39KeunQV4VFqSdQQoXe5fn1sXQO1pFQRLlV+prJ461zRHz7W85Ff42W/8y++6Ge+k8OO3PJ/iWnkAR0Q8hy8++R1I6TDqWuvJTYkjKKnMM4U+D0VdxNpR2VMgu5rEaISxY3/z2hmFG3O6oV/48cOt4MNlM6sRtfN+kLe/qIUTKKh5lKiBE+oX6N7dvEFTfR+akOxXMAAdJG0NDnbkNoXGxrMBmPwyK8Du8ZHBsCJ0u99obrcNxBvQzLDSpHojj6oAa0R2pDSSg7dNVBJsBeHOlN8BDqo062Q38pfsl/uzrpX7Y02NDisBoJYDSPAjAtV5nNRyaojKNJaqEZXUwFSsKQOhZmMQihVj2Aa0bEzcaJUdsFGEKQdEd3d6stwgMQ4GKpyxJIAY76z9PZ9qAmisN3GgFEAC8BDhqf53412RschiPthBsSs3fJoNRFL841oA+JEMh1bAQCizZ2hle1+PlPa5js0rq8JZKv17m6KaB5DTuBENZjiNU44glf/rbwOoWP3wvVi1l7F2cZyMUGlNz8831VYdWlJo6OH+UnUu5ZMhi+O8BIHHJlwvVd05aUNnNpW5Zxat7ofytEJEf4GIfoWIfp2I/rOT3/9jIvq7RPR/ENH/QkR/rvz2n/tzv0JE/8Fj73pWGoyHykDCsYmXxesbQEUz4mBKi6UczuyqFuJUNPPbMG+2yjyD2V19+KRE3pCoan9zi7vPPnfX1yqjaH42pjncMiMPhoh4PyPIkEtuMsKIdw8t3dHNTkPv8ckf/j6+8+M/6ef26gQcQwNSxaZCfDI1Oc1S7gGUFaaURNEfIAA3L14A3NLCP3NDpHQSjKeVdOPOrEjdqE8zgFS4s1qKdJfm2LQ4mXeWhlFiugG6qjyIpjHLjjdffHFVPpq9YYbNSAKozCtioCYkRMsNIik9EwLUjXUoXXO8Iymbv8SIajDUUGkHfnFtVLg6plpcYB42hamxr8H97hbbq1cIaEcLk5m2RICguoeqlmokzrCf3H065obKI4ADXfcSoQgjjsJkSguYmoHLRtB7janEvrvWxr1UMnVMtCF+IxvnrTHazebVjrX9Njr8YQeA5ShnSNf5TWMfVHZe2pbgO+ostg9+/DIde2HMUVRboctUdKyjw09nz6wakEeK1neXfszHO29hi7HS5qq2Xl4cBsRP8ep51+VObvEPPn8eRyRE1AD8AoB/H8BvAfjbRPTLqlr9aH9RVf8bv/8/AvA3APwFBxp/CcCfB/BTAP5nIvp5NVe/0/LeAIxJPVhAboID3xWTEVowgRPgUF1TY7NO2gyaN1B5xVA7PtGQ9Kxobo4OVcJ+f49+2e1suV9AYGBjaHFhzKRghHGejyBbzdKNu/siJKBJSHdDOxGb/vVnn+G7f+on7GjAVdZBuSvRqqpXxHce434Nl0khiIAZmoKKW9u2GVgJyZmGp05YoSsUkB0N5Eae5JoNoKtmCHLAGJomQKD0nqDWcLm/T9A9ULoAACAASURBVNgSEr8xwLI3CJ7jxCXv3h8AnQ4QQrJTNY2MOjAiRcZdiP77yqzrKMYzjg/ijmwrrM9QXZKKuaYF5m4L7HDrT/+jZl8gY96hCuUCJFVwudzhxauPvYuS7zKNxsrrz9a6eGwNf2fOd9GSxHABiGRsAk/G1h0psGaMDmuCz3+3ce1QNNiaZzcEzfDkXr+48W9rHvTs3gAebxaXo0WiPACkYZCrVXp5UgkQweWZyuiGsXkujpxLJABxwYHq6wdjrnstQfnaRM1hHZcmGnYEFw+y4ofGoNZ7ta4AFbUtRxu5p5Sa0Gy1s1i/P/djkpf8Ef7553NE8m8D+HVV/Q0AIKJfAvAXASTAUNVPy/3fwJjqvwjgl1T1DsBvEtGve33/67WXvTcAAxgbMYHttMiQG+4AKrTc4x9oebbs4wN4OFu+wTjiFeuZY63van/gIhcDl9dvjAGIJuEUEYgQiIangyosPHKP1N4mGYqfpZuroKJ3dRuDEWobsCOE/f4C2hq++Cf/BJ//2Kf4xne/7Yzbx1eHcBedy3GJPp3174RQV3nN1AjGxEiB7eYGvG1u+MhJTFMy11FJxFNAHBtxObIp3ieEkdkxMq2qWlpzIsJlt5wd6jYR6WFTDTrdnmW/v7N7F0nRhiTaGOp6S1VuXhDLyaMDAhQtSS8htKuUFwaqeRzgDHBIws6ceuT+ACI0OVOD+LEd+/2ikhoicsYtArCDgU8/+T4++ua3QdwKsAsAMi2BkxgYsTZCGzQYf/xGxZ4n148WoBWeOP6cwg2YyYHk5jEschjj+KGC12IX4fdI71D4WUuJn5FUw/vzZVjTxOxizY7ViIjEWo09/e5sKw590LPtk+DU3oX5hvGq07JevwYMJlIZ2ocHQEGlr/WWCpwjftFbAYsyANfARf3tfSm3cotf//o0GD9GRH+nfP+bqvo3y/efBvCPy/ffAvDvrJUQ0V8F8J8CeAHg3y3P/m/Lsz/9UGOeBcCoGom6ya59tnvpsLiBsllOGD2tN5cyntPJBfMMJExA5KQfh9ecHCdYPeM4Z9/v3NjPYwgQkJEuOaz0PYxwHhU0KELVbL0Tl1rDWE7UUruHpC4JHhQkHXdffIZvfvdbxpTg6dHp2LdrYGIinVV7lLeViSNMCaGIGja+QcddMklFhM1y4tI8V4aKx0qwwswpMQ+XYBrEDwRWQocDChCgBFJj4ApNGxUiAtgShhGZwSgD2C/3VqMfW51SzIi41Xu02P6G2YxLpSExB3g1I0gpYxRRKutatclKkIHBoMMWJY6JwusomZqDkni/ZjbVbDgUArm9g/QdrTWEZ3BhlYXxYAAPjM8ZYqmq8dXBTLBSnw/JZG4Rk4PdjsLfRWTxW6SXoR4bubw9FQ92j6QGKC6aZsw9kSQCjtnjEU2UvoRoXRleqOmj3/VIMEaQynNx89B2zLsqtBhHKED527wHnw4uzq6d7vECLlc2ruWv7Z1C1wotqMP6VkN8okF538DEWXnJH+HPfvNr02D8oar+W1+1ElX9BQC/QER/GcB/AeCvfJl6ngXAiPIQoFjvCyaY15a/tH4phLsy/nrEYXRwEIlrSzufP0MfKJsrfj4QnqV44Cwke4pI305MlzN19c0dDDaiTaZdRITw1vGMOIMKy3wShaDjzeefITJ6KqkH/SodOQFGh3E4KbPEWR6oqmkiC8CUDy2eKM4gQhUtNIxLI27AgWh6/AOThiklXmJNbxL2bI2S1oQ2LpzRP83uQQPQ0ACfA8D4c94CAz+a0TuN4RSA4I+JS+npJaM4yGhV9V6U5XavSALMte/GFALMDS8OQBNccKX4Cuy7H81tNwZKCxtfYyocXubvCQ8gi2XSDLioSbChwLBjscp5fOjZ3xjAXuPddlMa6bpGA75+l62dhZonVAsPGwdjiLEJzVPtw1uU6kVSP2vYhOVsju+5yBBeS8NLJKT90FClJ9Fh2PXYdjqy32s9OtvDZ/eOvapuLDwT5Yle8mhPLqul0qrRfbRM6t+lZ/O5y3tV7uQWv/ZMbDAA/DaAnynf/1m/dq38EoD/+ks++7wAxqyhyE+oqzYlqSBIGNt3Vevp8qFKZtNLZrp38tb1Of/xZK1f3UwV0kcVvontrNwYlKiARKGNoEIjImLsuXgB+/k/txFjgBqEd6gS+h5W+jrcMEuuBxEBt4bXn3wSJNIJd4jZOtq9Mn6dbTLO9r5eIYCE8AqwWWtby7o4EoZFGGzV4W4Kgoe9dKVBqNhHlEqE1OyaoAoRKdxbY8oVKf2HTQK622QwsBFD0a0trjKmcPDx5gRTgPRkaMH8CB6oizmCG8ICPPWRb8LntKuggVxTFXFAbWCHzYW9NwOScRiVUkYnNYblzxON45Y6CQHSREEQ6H7B688+wXdevQK79mYYPZd5P6oQs1FhXFvXWHxmMqNVTWSmp/WFpqWrHWfFhOaSYs4w6bmQkpX7nnJbIgaBNj8miXgoDjpFZbLbmfvytDJpMBQJLmpfhtHjuBr9mcOBz0ac9ZkAHzmBjryoaFjndj1S6p4kJHhYY3JU77A4LkHQ3Xh2oX+DBs/Hfao60YUHyzIP0/FIqWTVIj13LYdpMP6ld92MKH8bwM8R0c/CwMFfAvCX6w1E9HOq+mv+9T8EEJ9/GcAvEtHfgBl5/hyA//2hlz0rgLHw4Lg6XUtmViTrQdwwMb8zdE/LZx2vOJT6fO4nrVbiyE278GOXTMc9ea4Zmxq+AV3iFVVPE2FMRjoBbFoFRA4SVQC7JfRyc/n9cjGreGV0uSByMkCMI+Zxg6vpOw0CBQDsUrq6qj/7GK6jCC0IBsjBTNwyTXoFFEs01BxrHvnAGGxn/wXNEUwKlV4ZEYBGZsDYGM2POKQLNAxdabQXKEcrlh4DsgsYZPEeiWC8Xw3EwaRr1T0JZYeCRc0YEQTyeqJPpBF5kWwu9g6BB3FSWCwN7n7e43Ye2AH11OOuyegRYptslWmcF3i4b8vt0QH12BjkLqwWH9uDTs1aIdXu8b8I4aWRBq80wo8b8Rf0/ZKxRGJtT0zIx+ysDInbg5sRYDleLN5GV3GNmvg7vE4FAHdXdfsYgnpiv2Fb1LaWMV80kIItVTPobeQxRuyv9A7eGmSXTILGsDTwxIzNNSaTd8NDmporJYBOalbi2tXhSi5tez0BQjHsPKFDWgkUIbWTNNV4lYRlJUlv4HOmY8/oQpsqrQoaVYHGAZtpebZef7hVj5bVsDOurVqk515u+y1+7bNfedfNAACo6k5Efw3A/wSTeP5bVf17RPRfAfg7qvrLAP4aEf17AC4A/hh+POL3/Y8wg9AdwF99yIMEeEYAY9LcXt3vgVox/a1agenz8mR9jsr1rEt1Ai7rc/Gu9fuhAyedM6Z01h8/Fund8ou4FE/OMCxewAguRJNVF3u+CwvoVCUGYkXfJcGEoGdPEpSpAF1x98VnePGNbybRt1gFAUz0Sttr9xZAF0THxxT1d3Wpw/+2m5usA2oMPew0mEsGTDGvg2A25HWTazxA5BEb53wjYRWxtQalDom4GRzSdlBMynZYPA0FRHC5u8NHr16dAtEAtOZ2aoaIxjw8G6sU4BsP+8CqGDigmIsEfQWh5hpQIA0p2T2FxMCTqCW9g/1GvlYcXyBcHgkE3javH0Pykx33r7+Yl2Ttnw3KcdKXI5Kxd822A4C3cwyaGRsXmxBziwHEM/GIOFZwV2IqBsrBvDw3jbktG8hkZouHggqkHHA4aCI4mCdMtijBeN+2POweqeWuYI7jHURYntW8nlfWqlOymoFFfdvVLbr0b7UVGdh0XKfy49AizM/MldCgn7F8f4C8/30AEtfKR+0j/AvPR4MBVf1bAP7Wcu2/LJ//kwee/esA/vpT3/VsAEZuqEUjABTeTVeAAYJQIDdBXY7HTTFWvy7X6nPrRp7auzZ8UjHOz0/PTFQEhUC7WpXD/c2ezPgKzkAtk6jbIDQjtuoSveXeCI2EDuaHwWxNminMVwm3t2/w8pvfDKgzEywtTcUY3zpG9cuqOj1QGYV5b4iCOAzu3EskJJKqmo9xdMZPLr5qH5kng2Eo4Eca3r8wWCUblxj/mHkJV14NY1EgooM2Bw+X+0sCjLr2NNtrn7sHQwuDTXMhFagM743okXrckkwhrtGeDm4M8nOY0CoF6LH5C2nXXW2LpFiPKqZ1SUXiC0k0gJVrwXIDFQ3g6fzV6z5umbQMg7mIqiexm3dAHM8wN8BtN6KpGbukAD6E5iKOERCfLSAZu0aip8EsEkABw94m/sl9Uebybcqqkq+SdYBZ+OfUviGOIaIhD4owdnVi0sVFfGrL27Z9/D30uwhX492DDq90d61z7cVT5K6HGzsjlPftWKSW236LX30mGoyvuzwbgJGlLKo8alBMBkWHR+DMpfxeF34wgSneAsYD9cig2g7EPVNgofqMNzLrWnbTFD9iJdzBK6Kf0Awf3aWDNrbgQp7MifwYJfJKEBGkXwDwMGwD0PvuERXNTS88MFKqhYWYbq2ZZwMEn/7+H+Db3/1RoFkoRaJ5/GpZp+AgBS33nBIYGWr61m4GMhyDUQDlkBRTjU9sMcUylolavAdHN0wtFg26dGyUq8Du38zNt22EDNXg2gElwaZOxAh4/ckf45vf+rY1K6S5ADXJGCXtPlQJQhHoTN0jgky7wBbqOhKf9Xy5MX3iliCJKMJt+5yLBUgL99TI1cKtDS+JZNBmdCiimYdjltI1o6cKAdgvDsb4KvGu+yGlWiJAO2TfHSibuzG5iUh9fwA9hYLZ17i3PTZvHMelFUvkXnFwYGveQbLPdYCmBFURAl6ROWrC5kJVQc3z9hg0urLKr5czJpeQfAXfFMBiZsP13wEOyzagWKtx33WtxTQ31+bspKzXJ63G2ZHnyfMHgS1p6NtrLyZgfPJwbUk1ZP5y6OXrLS+fmQbj6yzPD2CUMoSwI7gYfvdHZliEMTPqciJ0tqlii7uggLSLCFVfkaSyLSftSDetuuZDGjvdbUaNTKVPaO0G0ncYztj85zDk05G8K3XRLvmSQPswLKRglOpgSc1YVHQ3Ak4WojuOUhiK2y9e4/buNT5+9S2n9YPAHLbvSX+i35AFjK23KzLPhYiYutsnkLmZEZ/nljAbEIUSmy0EWUAys4mw93Ejf4ZM0gcA8CBWUGwcDMVHSHNGjcklb1DPjtpgwaDskbs3r7HLPbZ2A1bOIyNWy6fC6kAjQn67Gl4VKaHL3tE2QMVBgRIuboCYyCzyWoh7vPhYEdQBBNn4FtJur7W8IwQLnW3akVg3FqgtT/t9TW205TFCE6BznNEX1IuZQelyMV2dAQM9vl5iPAkEpmI0HDPg6w5hnJsqB7NFgvg9fsTB7pHTXeOTPMg7ZLFOdDQsNBnS3bZGM45GHM3IHseF57Zaa6laivietknxZpWKEPJJcjBWj0Xqv2cwII784ud1Hqb2VgGobLaHwMWxf6Ml9oGyKweaefa9CoVAJvCrSrTHcMAELp6AUEIb+z5oMu76HX7t81991814J+X5AIxHFpeW34OhA0OqorIhIwX62GrzRqmfM+WxE6nBDP173D+p645lED5/ou6qM6ZMFhfAPfLNXa/ZWTJcpc+gJFyEAmacqYSUbQSU81xa+46+C1Q7NBJpGpLB3ncwbybliXlk9Ps3+MPf/V38zM9+C2hwzcYYzqnPZ3MDeKyIK8RN60eaoncmsdVy5OO55Z2V+2vDZTVHLGN7hASrboti468ZzyKnoKrGydTrEM/wKWQAL3tg7bu8/hy3r7/AN7/5vdEDooxKqgvltG5ZG3cRN8D04GbNDTXd9qCGtDebjB3EbEdkTGZP4fljyL2Ndg8z3vgGGRJexQ0c92wjxDQ7xATt/j6oJQyTSIse9+7olx03L18smooy12V/jN9t7Yl4gDEN+xVzVQ0ulYasainYybUS4TYM9RwxPJof6vmwNQGArr3sr1g2vhZEMOxUAtRoMsC+72bvQ+Qu4c6sD6BgLmcaHQNRfjwU4CPBeNxLpYZx/BcAfmCCeB5TPZNR5aFNyx5bNAi0Xr9Sah31rgBFUmnP1KNjRV8lqnG8M8klyl5NOjHPw/sALKKYBuNffNfNeCfl+QCMVWNQynRskRsQLsKNhR2MLo0dnYmI2pl1qOXrxh2b3esIZox5A58FkYp2pwSlofmoLpzXz0+Z2M+q3YaisRutkYMLHVbjKaC5pb/Gmbyd2ZuWw9TSZocxQIfFQzBPBTs+KLkxiEDScfn8NS6XW2x8A4DH+EY/lvZXRjRpcNbhKfOX3yOYmFr45ig9kpVRqLQBhphDjAfJSqau7sXhs2KvMBHYNAnmpSIQkPO6iBsiOqQfJc2omuRusCBYdElVc0F9cwG+RcOjx9CKgSBSA3KBOIgs2RY8oRuZZ4nlyrB1IhC01sCuleq9270t1qcDD7b13ugGkI4dCu3WNtGIGmpsK/QY6YZJfbJrEYw13Dzdi5Bp+BoY6BeQvnRjYHcXLus/Js/AsF/y8ewi6G5QaQG7Qjtg72TiXBtm59ntfyZgl7wPDjgEAEn3LLTRDgNm4oa5TOYRFImvjEGFhsM0Pl3NVsfynAzvjdD+DX74Fswqjlp87ZGrGFIbVcSaCjhqzpH4u4LTuPYoow46A9iR0FLNtC8fqubku+1P15RdaceZAJGeJ5VmJIh6uDtAjB+NduvMCQ7U5SlqkWdSbvstfvXzDzYY77wcN0pBrVUVCEfMxRUy5YZgZL7xwt+8uuaFJJGIfNDPaZPkRgoQUZjoCj4ALFI5ZiJ90tmQz8P9jphA4pIIAyRiWUT3YaUfGgw7jxYj4yoezRMIuwvTFLtEx5tpN0SdQBMazyDocvcGl9tb3Lx8aSxbZgJzFTwsUtNB87EAQAOHPBJyUXG7i/tyzshWgA7pNs7VY3JGnIwhSaakLd0ke69v44bdQUvvcQwyn6WHN455i5rL55s3n+O79OMYWhUkEQRM+xA5YIbkbQHQwoiVHXh22cHYoLqb+2y4kEIzYFqA7dYamgaAamh9h8QY+AK2/hM2EnQVMKIOA0tM5nJrcUPUvDklPHRGDpT7/YIbP/IpQdOzPbFmbX9QTvTuNj+hlRqGuHBNmOaYpT1QdzDmxxkEA39VOZF2Kx60y6ZYYgWh14izMe5wbUfgPxG0rdkYu7AR2qLY549Bi4mxFana9u5Yr9WTymesfHM7kVxjKOt1vClfE0n/dP6l0pX8vuxTlHsCaDx23FDvCXpXBQgNZr4Id7WHoeFaq31SqW0k9zBaaPTpM37/cwcaH33QYDyDcgJ3KUWlUoo6UBXD+NOJTVUX0Pw13zNtDFSigDRwOqD/Cm7KMwdtx1L3mSRhjDnqconGmSlaRI8kAGxgovE4l3UPku6JuBSeljyOFeI8HJoUVKRb/cGcQeiewZKcaOt+j+//we/h4+98J4HDKqlUxl6vn23vM5CVI6iRoEtHkKtaLzlhJ2NCEY07jkIIw33R5UNn9h7jwOMwmCpesh/iMRmgnHlNEvT4eIVCRbpg2zaQdNx+/48A/FloRhUxcGFeLHBGzthld1fJ5kS6SKShRUMc5RiwYU83zoCnGLe/zOxGn+4t4mi0KcAkHm5crU0M75PfL2az0/eetkSmyRtB2EfYbmv/3eef4+Nvfnfy2MCyBoLo5wyTQvcO6RdkDNiJI2gCuBHcK34KW4lhchmMV2NOPbEf2DV0OjKn5tpSBSCZsbY1xuXSXXPUbE2QxxzxIGqXy23SB/s3dRGnRUuvaSzV6GFeoRgz1fIkLfW4UXIZU4FvdxlrfKVba9uq8PNgWX4fkKcIZlVICH4dYC/oZTGyryS57vOpzgP1eGIbC+CvLb/qOfLMwQVgGoxf+ezXHr/xh7A8H4BxtlBWfZvW7TzfQsuiPwDbBclXtf01ILGWU8ASdZVn1/rWnq29mNrpBAYyjBBpYKiULjNGhATh9uOQEq1TEZoXjKyhqhgKdR8WUfBGuH39xgjMFe1FCF6VyM6/FfVmkaDycyVaGkar9nS4bVo/BiUb5qvhYugxP2APO8k2rUgyUBmBpphT46MgUKa297rFc6BEADKXMFtrCd4QUTpjshgmnYeklR4k5okB6SBq2Lugba62d1ZTozbCvUoyy3loQRygBEghtbWgIhmd0gcy54iZoSxgZez9UlKg230WaM3XDHmws4BXwsm0mczoOMf/CoOyf9m8lWJeHIIE06rHKESMXbtHWNVct/DZjWO5ABGGF20Th30FgBHy3je4wALUhV3H3ndvoxk7G0aVHEuoueWuRxEPgYt4Lhi65vqpAMyPhDSgxgxKhqFo/Z0yjHlR4Fxpx8Pfv2xZ60mjZx2/h+BWwc6Z1ubLtjBo9XosMtOgoK0FaLzNGcw7LC/5I/z8Bw3GMywVJZyo+pJgE80UQnJbnCL9VUKfpbRSrgCHGf3HF5rbc9ad+L10zewoPDw4kAwLrr5G7+W+QbyDsAuc4YnHSohso3333A9GtHvv41iECEQt3fVIFSo77l5/huqmOoGpckT04DlxGRwzU6CFAikylgNMtc6toUuHqBm2htdQxoqId6aa1sZCU8UecS7Cs4jR3fYi2x6Nc6YHVTRueeSgGG6wcKbUmD1olljU0MZoTAlklMwjxIBBtwRsImZsScDWNpsvjyIJtUyhIoq2begAblrL9ZJeDwDCWNWCSfUEdqYJUUB2iBmnWIRW2RGeLEwEvtnQ9/vUEJiBZzBzHxJms1UhhewXpPo+l33VPvkRhI7r6Q7toIGZhmupv3V8sg6YPYrbMaCseV+nefSU6njTdc0BRSldeVWQ8x72VLlufZ5CexPM6e72NbTvQNuur+Pa7yLYTGvp7F5/xzAp0ARbU9uCTQa50LlKneo9/57Xn3IMstR7xpJp+ZvvyMZXYWEcl1RwVGnc25T6TI7wKhRWcGEP+Y1P6/uH8vWX5wswzs7WQvpDIXLB/AdVmYjUoVocN86pNiOBwIkGoj6nSHuPFcis75w2UWHC4adPOgzIggnmOzRiAISLnccscNVz1wuMFPck8iSKi5jRqLWB3a7Dw3MTQM1U+5u2NDY9EKwKKILAFyaQl9MgtdpVICVZPxSAUgfBYlW43IxGFs5ZSMxGgYJQmzaCRF3LgExRrWqfI2Mqx3VyjQPB7FeI483Y/eiJ3S4FzV1idw9IxgTtPedd1OLp3t+/wUcff3McvUDA2iAk2HV3QGAggtsLgNTsLYgAYmyuPRDYfBMTbkRTPW4Gp2QuxwrwpoC7V9oAK+yki8EkoBtjjtp3A8u8AdKBfUfvu825S+3Su5mwsLvWgsZ6F0D4YgaVfQe2F0B6gNTimgUKrRIDJNB9dw1DA6EDNFygye0kkgkqsLvnlCnpKNeFufb6PmIDQupYVFVAYtqYADQW8ZZB2qHEEOwAK1g2dDItRmj5uvQR1AxAv+zY+46XNzeYgnqdlDRAxSph23Ox/iX3SBi32q4w7dRSBxU2mXNv4xNMO9b4WcsqSEjA9SWZbQUTFbQk2Kh7fPoMB72E4aJbftTqKfNwGyTj2WA+RsMMKq4eYj1zDcad3OJXPvvgpvp8y8lKfeqSOoCDrDP/mUFEakQWwHHWnlppQflXN3kBTdMtASxcejcJdeTZCPFN+g5yKTCjT8LO9q1at0UgGBgJ1zEltO0GXTrAPLwBRQEyuwCo1b/f3aWh5yCChbBoDN0C4qqYVT5roUhxHAIgwUIaTqamyiTlceRh9YWDR9qaqGtrdI51EoyJxJmTv1KDeKVhMLuBnKaUH2MSBoOmTdqhHXjz6Sf46KNvjARpIX8HkGoMogYwo7UNYVCpcVSBWGeURx3swbfIQaq4VE6i0K5umDskYRtWB4wOIJhfQNTsLQBg25r1R8QNSO1oxIcWrY106TEXzA13t7dm+LodwXZlOoMh2XHA3ndnmpKeKnXTaJlzx2XOzOL4Yk/mYkaww/PFlD4KlTCc9d+45Z4x+5XYx2PN2BYKj5M2+qOKfb9gv7vDRx99DB16PJyVamQe/Ya3L+qM/RBdHMBj2GDEXl1j90Crq6uv1eLyedhSq1Q/cfzHy6r9OMxrqZ8QEXbXRiAFCFkEjXrbUxUr492lH0VjCsxA430rL/kj/Py3fv5dN+OdlOcLMCoirwh1+T4xwkWFd6ivqPkmIoiyd2hextNva6lEYJH4Z9XeefcOuCnThBvxZmb03QiwZT815iY6W+aHaj9Uz1l4JoQWYMuMAlXNNpDUjMxMU8C4v7vHi48+cuK9dLeOCdUrdlHL2ObPisN4piWluo2nU6uUmqAWXEpH3IvMCipWKQGu9djBID+eqJoW9fqH5Ah3Hw235QRzfi7ARFCPBBleR2Ef8eb1F/iOCswtWIEIYkWmG4n3MnNdTA4Eygj2sH8x7cyGzQChu7FK0Vhx2yDkFhEeQMuMAhUbsTPk8BSicMrAtr2wIx43/u20+9tjQrztbuNg2gZf6SeLXevsu2suyABfevUgpNlx9DEWBlITly/wdRpJv9JzyI9ZBL7IQqL1+ZRAKQ5IQvvHxOklFWvPxt0Cp6XNj4PQ3rvb4hBOOz0NQPUJCfsfl9xzNQ7QSeXOBK4BfAvonTfGgDnhin+cg0UY+hMotNCtCXiUBhPGnAXNjNAANs6Ajml+7KXz92eukXjbcit3+PuffjDyfJ7lDFyUv4O4YXKZnJD/Use6t6F6fLZsnsNyvwbNzzZGBT2uNkxhXZHHISblVqJr6nPmZgG52GJkCBTbzQv0ywUek8v64nUHobX3+Y+REp7MpdH6b3kylD1uhnvsfP8Pfh8ff+tb1paTPibBjJ91SELrkcnop5aGjh9izCO5VUpDYjEhOCoQeHRKO+aIAGUCM+5UhXvFuOxI47iBmP083BiCSCHg4Unx/7P3LrGWbd150DfGXPucU3X///4P/25YdsDOQ8GAiY0saNBIJ0hpQROE0gI62yyTmwAAIABJREFUkWjRRaKRlhVaNGgkQvRAgSAebgTRAVoIKYmNY+x0HD8SP2L7f91HVZ1z9ppj0BiPOebaa586996qOrvsmtK9dfbaa68151xzzfGNb7yYrVjrenRhMfQ7VTND3H/6KV5+/hm+9vE3oEqGkWzRpZ5KHJVA3dSSY9OyZAcYATnrwmbcYiL0VSBs/gLiacHtdw1LW6B6TC2YG6EB6WCqh2bzuK5gFXfsZZCwRWSIA6syrwmymC2xquJBAabTY1yHMykAFUphHDyJpJmHHNg5UHCQx23xxHF2TmixBGRaeAN9noY81k7OZTB4/u40TqdbopYRVLkO/d/bVy/w8be+48/u/Ign1qHuCZPArX/PoCKO2c904Ksyj/bd6b40YAsc0G2cbmOdjcu+tunm3+3fe+cHMMvzAkhslaiqcJ256LSFbyv1VvZ4UiJP2Yv3idG44Wv8xY8/MBiX27YsRnmxgNOXpYKO+H1m7MxLlMW9h9prWBbmF2JrTz2xfzp0r8m5htZTxyFQtNySLEY/qGak8A4Gw7rlko09WgFhUnD/fSJQc8c46cZaEKBkYZmWDtp8NIRcaxcFUwfaAbevXqCvRyyHQwFFdeMon9ME42Bvb5fTapaIKZq39MikaunBy8bl8wFQCiKLqqWRItptJ+ShmuLXY8aomqnG7oCt1kjqnDTYBpMXDMiag7Dna/4h0HvcvfgMzz/+hmuhHdCRlpyoAcQjvwRMMFb/GvThQGrT5s6iwv44FWC1XCgCCMxXZVm8bJgC7XCFFmnF4dk/fU4NXAqksdUCCdORC1nBcZhsFIjIHG4LDu2QCcK2gLzALWSEhwPBMDMxNfPjiLUa64pb+gRpMmzWB/PDMRDRVwFBPFR3GCJyDbmzr80bobUR+RJ9zPeEFNSM/WNmrP6exLORvmI9dqiuLuiXnYU7r+ERBRKmrC0UGH9FFNQ4xXeAwpwmaCjgIOZ+u2+kwK5Ax/etvT3w0W3zbm/h0t6+egIk/PijAU6Ai7EZjHZC6Y752Lb3BVwAwWB88MG4/FYXXk1NvXlRK0qPxZ/ZG4sj4u4t6q20ai+1Gy5QXXBOIKOwG7r9u46DyAQaRrKhZFeSWzStm1xTDt+LnqF41mLDiy1QnUhufPCEUTDhzASCOeFBOhos2oSZIEogWSH3dzjeH9GWJTXsaDm/CShmc9QegTMSGw1QUoVWOdEBC7zeiD1UO6+G4yrggCod68iespJnRVVAPeMmBeiKfmffw6nDBuaQAtSaFe9SwGp5OBjrguPty9FdbRB3VrV8C1ZDRUSxtMWSXnmlT27NBDHbtQOspqDXDhW/hjA6KdCAg14Zu7HY77sqqEsyI4Dn4hAYiPKx2JXUI1bMJGO1WhYQrwA8UVuq0saXWVTSeJ4xZ1FbgiO/iGf5WvsKiyyx7KSW6yK+94iZSOeOABae6VM7LD/FYGPWroAIWl1XBURGv6IAXAjpqLliSyZ8M/yuavOgOhKuAQSRI6Bs6+CMaExABUXkDLGMwKcAeTiWj/1g7DMOz2qdl1wDNL03VOYepWfT5/L+TLpX2W8e07aJCh8CCFul7aRf8V697jqlvyd4YofBmOY17rZVOC+83fA1/uIHH4wLbucWU9F08gXYrL0pKsM1iNiY7IRyPdtrx8eN5j4JKv8ir7+5sWECqhcbYznZBDyNsdPJosN3IFgPYspsnem57R1mF1SROrr3CLnEpMXH+JMxyEHHWAnr7Su8+OH3cfP8x3Mg0/TvahObOdp5/3O6N9pP/AzY2uNHGJ9vzwOs+BWnSKIQLv6MRNVDIv3sKK5VrhXe66Zld6/EGc8U47m6W+ztZ58NlqbsddIt/8ghzB+qXsfNet5AiJpovDQDPzlChUGCAGAuxBpntk71ZwRVtGbhrGvvnmhLEUmrKBxWu4dkhj9CUjTWInsoAcbqgCyZVQrbc/phrF2757reI3xuuptz/EmO8NhcrwpqSz6/sDBot7wcViU2nr/NgRIwslAVIUfD1yEjMLaMgoZZavhKsINSBnC8vTW/Jh5j3rYTWj5Af/ShpBwfzpvD12O7xv0VC/LpZFxaTj5RgAa6n6/9mnfzoRZK1MN70+ltapdyPF/w3mcxgvdheiJ0fkW+D+223+Eff/obT92NJ2mXBTDOrboHjqfAj5c10LGfMmqX+FZbgEa2vWOYheaWFsy/z9F804VmwTuG45s5jRTI1VQArzjq1b+T4tXQBNW0Q9s/bcPtYpsqeQbD2JjCRGIap29SpICH/1mIpwnt2xcvs85HJLVKsR7Xyx7vPY/NlOzUS0D5LRGyWmw4rQaIG2xG5EkAoG5nn7QaeLQEWQ4Mv2YFVQbAXKBEUixHdKYoN6iHluZyUHh1025RPRoCUk1zhvkApC/GJPyGQIp1QFQAauAG74pdxgAJK7DC64R4Doe0jBClBY80tON4KAptAItFZKCsM2D1DKhjfuN5HpZrBxh2k+3aJiXzr0WsL4tyiveNY5G4k2zC14jsICpZct2U0i3YGr72WL2uCbwui6d5J8JIV41QKLwgYPZxvOeikVE0/G4cYLQsomJrS4wJpEivfqbFuqxAIH0+6r6S/RiLPViMSYaXJxKf8z5l3idWIOaON4zgF2QtTgdXTJv0xcS4Aiepyvcww/Qbnf/ND2WPrV+emEjeM/YCsGJnHxiMp267am85dmZhnRyh+WAViKn9n9z6FDzEpQJN7/Wr2kqnPiatt9WAtpfw1EqF1lVFliPP63k6be3qGvAoLNW7RwOAoWoJnqy2BWBJszybo7MZphS6V72SCU9znbQxaceLT77v43ZtTP2vUDvz/5vxyGAQYqgmBKuWNuJaYvMIJTXTf6em6DR/Us8mdMIE5FdxYRO+EIQSiDs2cgofHE0h3RqPnBF6+sxUFGgGjlgU4BV3Lz/HzUdfN1BHClDQ55rjjUjW3K4lUpR7hVef2/jsEhSAZ/1WRRcDFOF1OQATHFGqJ2fTFFQp1r0Ca0ZgKGAmkNiw62tlc3b1/GsJbDWpk7LRkz8RfzayHnH/6qX1v6DmkN+D1XMwpIownYgyej/aWhRYOO4qOQ3SBbpajpJYcmQ/9OnsRUo7Q+HjGvkoDKzYGEcdohizdANbDemti3MtV33cq3BPsyNnnDkce4dwtO+o3Mre0dnBfFwXA0TUv3X8DWz+/pKt7kv5vmA+dra9gfvvdWQoH3T2nPel3fZb/OMPUSRP3PYWzi7cxQQ2Kgig+rt4IYvNP4DG7u0feWwrPPdaCLQTZF6vrQCRa8GkkaMZCrO1N2q2sXplVXPYpLG1KTLKIEwqRM2yMqqOOiNkAnJZ3CnOQQexmlMh3K+ByrgymVEBC4W63AwiJ2M3n0hOythEq9kqNG9V5D1r8qnUPmEFrspVbC5U8+8ZKIb/xVCyfIvPUEZRsSyi69EBknhURPiDUPpKmPAW3L54gZvnXx+aZVkM4cwZWTijlk7ky9CY52RBRqisMUr2nWSkBwV8mEAGBeD0b6N+CcK8430xMDOObZ2TgTAzKRYvZT5FR2zBYgo3mxfphR3ItTOLqMpOWZE7czjlZfHol9VSmKM7wHQfKY/+gXriNZ9bAxCe/j2yqvp8d3fkxUnkiI517cC1d8kMqZNddKcNcDHmprqhzgHdBUjU1RhAaWcPiq2iHo/35E0L8EeHuX6Rc79qo7Hegj0j78P0/XvabtoN/qWP/8JTd+NJ2mUAjFxYY1Ou7SQk6eT70+udBQx7zEL87HXnVur4NYu+6jNTH8tGVaMn2ItvmdDtkA6ARzSI2XvNKdQcBZ2eF7HETh7yFxRIggxPMiT9LvvGwWpwYU5E0TwMUKWjy4qFryCkuTtOmk2Zm2kqIpSugsAMFY2Z8XTSNPgkgkVcmNOipCYaBI5R1KFBaobeBgUdM94Vo4IpyKum0uibC9tenQSZXXgdHagwlDtIPaqCbG4ggk/++A/x/OvfxOH6JjXNcIdpMU4Mh9whYKL4mos4LX2KqAu1kuSW6ZLG72I9q/lVGDAsYpxsTi3RWsmeiRHRoEAmofKYCxBZAbB2OODqcB2LfnqhqvYMp9NFBMf7O1+HQ7OOMfa+ZrGxrqunFFcHcO40G6CpLZaB060UVo7elQI1x1l7J0ZysOHHEWtigJowm0R+DvZw4W4ozMu1a/AMjpfGWt1t+X3l33z2ifN6QJhHTiAEpgJnWxZjusU7Eqr1/cVpj5+k6byupxmYabfxPr0H7bbf4tc/+GA8YcsNBScvegqPQsNWzaq+oFCcemZvtfCHulH7AswsRN7kgTEAw0bqfd9LRmMfXchw97xBzaIgiCBgD6sVgJpTqMZO9G6lnGVdXfh4JArBtEE2Adpgmq1o5CFoobsZYNP4nY3RoQuom+A/3t2jPV+8rzzmOuansAV1Y6zCEESj4miOvYQ0Fm0vzSXFlEMAhCw6ghpnmGfcL/IkmABaQXxw50rTbFf4fHokg2hkt+Qsn66AZf1UoGGB0uqfzTQT9VscEmK9v8X9qxdYrm9gsaDslcMcDLHNijrQMTxkwLlLNxBJxkjFajJmSoEe0TFiESdiFV3Fa9OARuQS1DV2JRD6EPBsvg2ZckHd8ROairrVeAFUyfJG5BoFIMVfYLPEye/RQOjrihVmYhh4cnEgYLlF0AhND1aencVAHS9gJmMZYA6yzA0Ez1nRLKQU4onhYLVYiCzNfeT8oLZ4rRsJuxLI17H11fyN7B1ADkghID1AoVh7xw2V8Z9p1SE64FrkX0mQkzM2xPW4bBGcwWKU5zlHxA3mhbkU/nsDre5H59iJFO5x7rtmD3LxFTBR1m58NyoB62uf31O3m3aDn/7AYDxxO7NIqrA6dw7Fz/O8chzz3496cbTYRR+gCffYiRPtz4/vawlO7bNtfPkyEWeKXnX7vfZeNjrrl6VMBizdtX23qnjGzsiKaPdYQ+qE4APAak6hCNNElFFXwSff/R6uf+K5IRUFwhPxxO8k5nb7fGhEc4yzCnVsubvzXJGOxs3t/0gnzkzgWWh9e0Qu1EXyQYSWqKHlEmX6aiWAusGomBOQzy8xRFan210PVQOLIE9eRrbJsaz45Lt/iI++/Z1kT8y5VrDAKr02F3ij6qn1iUNbRnEOzKJdoU1bVsrQwOO5GuExon/MzGPXNwwTjq3ij9nmQjyPSFDexhwI4tVXBRo30NIQYRsVnI+N3v5H1nkc7+/BquBmz4CXxdN8MxZidxC24YfvC7cFQCTcspu3ANLwYm/uLNs1sqmaEzTFmmoNjOZa7HiPYm4GG0pjjflzoFhfFM9HUNmPh9rYO3zNqs6/Ur9uuc4IUZ33Go25HSduFBn735sSnHtMwCSvtz94CmCxuXc8byBX3dmWkXIX2m77HX79kw8MxtO1PfCQhskHgMfOdeKdHoI4Nu+hsZ59eXboyYde8WnrKBr9dL294+Wr2N+oRVlxS0VtAQA+mD5i/O23iqAJ2TWw4dXOiIqotpk7sPDIClM365wY/RykcSQrevnic++P+4L477YDmUBcAWM5L4XZGYc0++f5pgHoqFKqwULpiBLQ8GUwjTY1MUWGG4rXJuE2NhwiS65Vn0Ik6bJgBh7XU2c/4nEqvPCW6ajkgOb+9tbH7b4ZzGZCwdBAQ9hMWmNS6AE4whl3AALDccMxMs4Nf5RIxhb3EvOSBBHQV5nCQMVTzkf68eyYX8NMaJQJsZDmsJIbYiDCoYerDrNdhP6KZmE3VbGoJNV81tJ1sDMK9HWFiuDQIjIq5m4AsDAdxVEng3JtxBtiGTsltBFjPNhAjq13B6Pqadp9SNxGxM+5pvUZFjBS3IcR742WtW2vqI6flJZry599vpeaN/Vn+GYE/cke9sA1Y398cJ98G+3MWM+lATj79wW2m3aNn/74zz91N56kXQbAOAcu9s6hoY1tzQ/TpWJh2s61DxTqot6h+PfYi63WcvIi7oCUbUvsBCQYYFh4pWKAhdCychujmlwKiEyS1q/Q7IMRCUVNAGVQ2PwpNn6zbxMIyvEXsEpHa4z19hWO93e4+uij2HWGklanEOPYVisiDIGr5XlsKc8ckygEMnwoyMquozzT8KEYmrGNsa8WVSOAmVKANENQhKN6FlOoZzmNKpzWiRTezbVsOw7wwn6KOQnieOvWJYEQg1rzSB8fX3ctjN2RNPNCxBpDiVrBCLdVN1MhJjXEqs2ouekMxmOsJxo1TGhcl9nMbdRXGMR0MCkANfIQYH+oHNMcIbp7a9qFrLIV3vOwYGNJxNONz4A6gD2p+wQ5I9OWgwn8bv0OB8ww2RAx1kwz7k65UZfHQbi9P5ZvQ8qeQAE2jdIZoIzG/FBUv42HfAZkVPAR7+C8NdWw1AFehvNufRdDq9i8NzG9Zd5yoewd/4pt+76+6evvCfzNNrvTqZ0TkrXc+eGejLjQ9qrf4dc+/SdP3Y0naZcBMIB5wWzAxMm/GNrdxBAUei3zX2CjZZdbTrR+EYTxedIgUpsc505tBxCdhL9m3+NzHLZkT0JsQql7bYmkwyuoiHGEOaXgJBcwBGSIZWhI6tU3g5InVFpxbJqhhfW7V/jku3+MH332fMzaVhObh3GyUenmWIwnoiDz3jke11ijtPZmTlWHYCWvzWKYweZGRM1p0Oe9EXsBOEAhWLuZeZRMtGTJdlWgAd0rg0K6P2dGWxbXuj0UEgD6ivu7lzg8ewZWoLUli7KFcOQKeqUX5sIcOfOzWs2MMYE6fQeQJwkbIaLp4OZIK0AWcqmqF7+zPgcogSKZnqG38/hbx++3G3g62NJYa+2wGGviY2CvGSIKM5s0Ry2R7QwYz2ZZQHQAZE2gYCGtFi3URcDiqc89hNWAp3WAycxSdj1xh99RU2c4BI/xBAM2WBtGQJU9JqMey3XszElMdrBs4dw5tozxrkcU8+QbFqzNtiTBeAyjH2+IychxbPa1vRpOb7qNbfU1pp/K+L1LBuUttmftGv/yBwbjidseqKifd86ptKRpjLN2oPHybBbsxHxsF/zm/KqJATOQOXnpS99Ty9x5ScYtwllpIITaF2aGHC1PA4DcFKNeCRQjM2b2OW5iTm+xfcYYmNnrV3hmSwUaGMICiP2tqlhoxe3LF+506uGtJxtwaOMYgEHGc6mbV45dkeGYFP/6sQSHvisTwR007d5EBFoWpHMrWSIy7g3ilTSvmtesYAbAVlEUAtWGK16wukA0ndtMUuq13bkThMxEAtUsFw6yWw2gKHj14nMsN888iwK5d6fn4XDfAZsWi9hRfxbkJiz4va04rDk/GqvSEAm8UqDW9e/Mhhrd4Uq6FTWzUyXnNubSfER6OhBjUU+6Rt438pLmc6rwWDO+eowdU2dCAC833612ioMKdS2emJMYUAyHTaaBN1T7yCiqDNEVSgRWy2xqRd+AduUALvwfwnzmr04wKKp+8dQqCF27h+vyoNpFgGuvRgsdz3DTqklrs4qTkdsKwROFOygMYID98o7s7RFb4P6mwEVes17vHQvxbR6WzZfepQJ+6mf7cjr3fWIy/jS2ywEY0XS80CcabNUyCkMRyZ3sHMwAxc/N70qj+v0OqNDtybm/F9PJQyaRKjBPh+iXtBfucHWF+9uXRhFHQTI3CXQBov4DwTWh3KXFQjEBhD97/C4EaAiktFvnfERH/NocGwCjrx23Lz5D0O0jPK9Ml0YmBgyTR3ku0zPyfwMYBaAiFwZZLjz6mfZ3F44I4Rn3H1q2+UEoFmoJNC0bKLlMIkDNBt8YECF0ALqumUJcFcAqIZfQuJnTYRfTzH0QMe+vPv0EX//mt6FLA7fF64q4aQaS5d5FS/jvpO0itXIpz6U+I7t3MA6uIYdppPcxzzLCOEN51gBWfjTrqoTXbIJbiukp1pixpse74KDFq8ta8jX3AXLI0dy5OPiABGeRMEvG+iJ0TJCVKoOgoDJHCMDlvjVRX4XIwpCNqTFTyHo8OtaKsF+fD5/BWKeqFqJ7qOC4vBPn/DLG2kbOd2QbHUei3zoWP2IfoJP3Iju0x3jGHrLbm8e3E9BSjp9TBt5mmxSwsj/aM9Ky9jYPyPt6iuQut73qd/j/PvlgIrmotkejUfCzOjbjqbZFLNh4gc8Bi9Ae7Eb5m0DMu/3ZlBbOF7Mu9HodLWBl92WorzxbQSxPRJQacTeaOcIxDQBIKnJgmA3bk0GZc6gLcFWrMxF5I07md3RZQtsllzSqIFogx6Mfq90tH7bALoaq8x0nwFY2lLhSbPo9wiljE1Z150HO+xAU3JonZdKMQVRYZk5FG/UlGICS+wock7GxCB0B8QFdIk+D1RPhkuwLBKukGo9Xh6Pgenfnd4VXTSVgNefUrKDqE5EpzgHjCCgEoDlLZqbJXCrDOdLuVyIW1I5ZpIygi+X5oDCF+DownELIsGQACgazQDvMHBdJsSio+6Exni5ZLesgTDR2j6ASLDx4hJ+CnBlxR+JIkgVYNlPiBoiYPwdR+gmJxjrQkUK+REqZs21HTzBmdUvEco8b4ApI4YyS+HvAWKBEaCCACY088Vq+10OY5W6wu54JY77i89i3Rnj9+N1ecbG9qLbt3vLWROiWKX5T1zzT4tWf2B3/Nxmh2IN1jho76fN7ACyi3XwwkbxHLdDtlqXYQfvpWIhZW5iWZv1++5Jt2Ykd6i6vtUPd6U6fysX9mNnXl+vrDC9FxPqz09KtuboLF6gjVE5hwk1i00/wFXjHQYaqF0sjy6VR5iJK2TPYzCFMUFmBdsD68gUOzz8aYKCMuc5WKGx50fplMWdtf6jThlKAjxpoQjh8eiVYcco75lWYoOJxHgIouufYQGF5nNLnZkDE/ROIgMYLGEDTBbqYwEeYE9yURASIehl3L5519/JzrMcjlnYAM+N6ucZ9X21wMd4AQRipzOvcGaPBaZIZwGIwGaoY/hc0tGB158YAB+Fv0Y9HAzWh2SeTQCbMy32EGY0AXpbc2GvirPxjEr6K9f4erTHADbRQsjOA+aNY+nUDgb33LMYXNWZapLKHOBgbZe+Z2UAzgE7ma6G9W/fd4VdlzTUkfn3DD+asrM4SqSf3csyM1izNPqmt8cNyZUAmcirUJRtAF8gQ5enZnUxP9b/wMwKc13Pz+uXfsu+8LbG5e936Tr6D9hAmoHj5C8jIsPxpfmYH8feh3fY7/NqHMNULbBWpvga1btmKLWCYfjlt4phftLqhxjmhlWDeEM75bmyPneSIKL3KbJWtgVvD2r3YVtDCRBFbYjU2cs8a0QJVI44XMyIxUvt1gRwv8rY3JkSHvwPYzr999QqHZx8VDXzMUzVN1Z1zhPDN81lPrR72UGdeiMBmn7DCYn7BIGXg8poji6kL37TRuoZIvMBdRk0wRDkWny5lBtY1n6ioOi2rWJYGCLlpYzEGwYWjgbuj/aavngDKH21rKZLCpyRCiAkDXIxoH2dKPJ236BhrCqs6n4XCIJ8zM6O4QaJogVUjB8Y6tvmSBIB5HcQjcjC6AcsUd3WA09c+fR8PMiNIMt+E+UUwE7oQZJXMcBraqaqgcUPvq19/3J+YsTBjJQK0g5VBpFjFw14dcKyrOeqqhzvHWE3GB7hj+02zd2tpLfPBnNPdJ5BReIcaYRMVWmOeCTX3y/lrX3TbKlZvuJ1sh5s94mSnLD/YNV29pX6+qXbDHxiMi2r5YtdV+BpqTOs5Z47v0pKbzeAc0q9CeauFnB/IDliZWoSZGl1MTGjMWNcVRBZKF+mdzbvewY6nEO8Kk0zqwEO62e0bJyAx4FAiEHwTZl7QZXUBRsMHgnwzVQAQ3L56iY/9GlXwTICOMNIlUjjOxsfZlFWfQc4gkUeDONOgisinAA9JzBv5cUKDoqdnvjmBNgAd0BKNksI98jSYUD8crtBlRYNVUFUgU1kT4OXSTRiJWDil0hEKBsgqq/Z19bXA4MZeM0aMcQLSmTVEU6Q2D38GA5jqmVvVNHnPyhnAB17NNkwFgJkNYl3HNGrSycN3Z2b71J+tCXxLPuY5P0Cek0oC/cHpr7LOvS+qWO/vLIFZo8zuSY29QNvwvUj/EQcx5rNKVqRPOsJQWXNpRKbLrmZGOfajXYsYrMbTmTlxBbqtActjMhKKZal4nxFmKkXlrL8a/Y5XdQMmZmARKxfOCMbV41nS9NmX9NhjxkqfAM1r94+nauVdBeZxvIk2Zy4dwD/22dwjyrGz/SwK4KW2Dz4YT9zOvdwA5gVW/90KLCBLRU9ex5vFR+VHodmPU6umGTKNcqGPcLfo2hmKsYCZ0d/9scdG1A4HLFfXuL27AzcDGY1a2vNTnY1ri7jQMFAgATyIEZEpokYTm8/BCKUzx0LJrnFr0JQtw0cAovj80x/i28cfQ1uWHH8NmR1admk7k0IoG1VhP0J7DoEpcQE1Q1CGe2pJkOXgR10A5w1V52kO8Oa5L2pUETFh4QVQwnJzZSaFbv4Osh5t7hA+IBZdwrDaGgqGrEe8+vwFPvrmtwAiLNcH3H5q11Uga3SSz7XR9fPaVO+TJU8d/jP2bEsIRuA6n8N0BEUJYVZztYxcEwoT8F2iIF56JZivCVnmTiL3/9HyIKvJoIAUZsJ6e4/j3Z07tdopzGZai2Rqjc2ps/fwH3EQaLgRVjfHi5IpQI3d1GEOvRGm3Y8CQmFjNJ4psCwHKBOgjKvGuF+7px9fUH0yKqg3oGPRI8vVAa2NMu3nnDrPNyrzb5/jXuzArcKT2uqxtyXEv3L7Mv15hKAnB7kVG0zvBJD7wtn7vyfAItqzdoN/5RsfGIwna/Xlro6cAB5cRBVcKODBELPGUIV9TXSz50ug5dikfRTBWntztmehtQZYCXAyMRohLAByA29bLIeDFR5bnOq2uwgidbLdWZhAwgADq9xbuJ/TwEqArApqsIgKoWQxwicjolKMregeuYKsTknOgBzvbi0t9LKM8dPQQsIempk6dTN3Pv4ALToGP8nPEMzkgra1BYs7dyqIAtjlAAAgAElEQVS0hOq6sIaAYaGPkc2TGCC+slLfqoCoVZcFktmBZ59UWKRI2PVB5AXU3LThSbrEnRMZChHL/iheDl3We5sHVgANYUJoZVGqmlkABPQIezV8YIJfCBwho5H7I+w60+IM1sIuHIAxs3kCaerJNOvhsCrFZOAhx+IMgUpUbgWmDJ6b9Ryau3jKeRI1HELqAT88wLtr9PbYm7/DzpX4i8oKaIQae7/tbEI35D98K2DOo6IGPCyVul8HhJWM+VMyvxl4UlI4W7OuvUwkoMxmTfMxsa/JbQSJYgbmBiLCw7o6kmtuU7a9aO4x8Q7UVhmMuk9dUptY3jfUt3ztd0iJyTm2KiIY8/i+tlf9Fr/6gcG4oLZdfWdosq0mUMFBfbmnl3iijcsGUFd+vFRl0U/XqbvJXtu77ub8YpGwMA5uOFxdDbDEDOoelaDD7ptUebIpasBEx0sa6qJ0NU/92NLI65MQAUojS6iDn8wo6V0VVbTjEZ9+77v40Y/+hVnLyjGGBl2eyZbBiS7tz5bT1zDtkkN8+rwnbW9XZ2JoU6gMwUrM4Lh5X7E0T7C1MBovUA/rZS41MnzcGeKoYy6MCSAAzUqxRNIqBiyow8DaqxefGyvBimW5sogQbp4hc+ivYSbJZFzwBFhVSdTwa3C2BTqAXFIYw/SR1/ZCaE6EADCnX0sRwmkSi6cRZqNYfMRsYbbkYZ1UnttWi1XF8f7OAByxMUMgNHYAa3d3dkPBi11MpGNpB+SqoLHmgIjq8QdIxsIpWwp0JUBJsbTFc3dYmXUG0Nee4zO/EBuniqZpRkqCMmJOR1NeDu6DoTnf50wkCYy9VTOJfReAaigklQndtrOKyaW0YPreoGB/nc6YwGLz5QQ4Sv/iu71ow0trz9oN/tVv/Lmn7saTtIsCGCfmkfzi4UVkNDMNT+8900W89HswurATJ8m48ABQ2ANCtc871zoZr0keExDLUq7pErmyHgAQYY5kOQCgmjsWqZsYFIhwwCzRzTS0XrhvR+z3ZFtlRl2EBurRJ69efI7CAyH8AjTPHfNUtbP4OjeW+r0LDmMvTHcVV3YZNJJMRcgpWchj5EBID3O4Ayax5Wcg/w0ZscBLM9wBNd+IdMw0YZVZwmjoqsGapECvI/IOq3ZIX6HaQXpI5Z+T/g0tdpgwAA8lxXiemv8RgimQYDI0NlHr75hzgMT6YKG8nscjtWkTzgHAAHi0itQlnz4vWgC3FrYhHl760Yigr0dE/osYRFSyyXWQRcSQgEE8KsrCrZ0Fysyt8Zxt3ho1rOuIIFAPc6VYu2LAQrokwEJfzQ2Ivc8xr4pcu+FgymDPJBqR7ae7TmUzKoNhfQzPFZrW+QBxY/3vvRNP0baAf/t5PvnNMwavxQGbE+r7PfWnbCjvA7gAzAfjV3/4m0/djSdpFwUwHm0HLQsuNyHX4Gus+SScK9rdgIyhIBdKrmrhdSFX9LwBKTO152DpDBihMt7QsHhZhnYHnTYqQmh6ppWya5AxJhNQyLHbEJpHtmpJNe2CxE0xZjoRZP4LBTQzPAuadNy9emH3HzOeZHpo/XuZTgMf1ab1f0QurAElq9mxAji0ZqQOc4bOWvptWPpoVRhp45S1qgGH1jLE7XA4uBYrmTNjCGmP7Ii5ghaWgaBsDIgxCOWJlY2NmXD76iXW4z2ulwXcFo8qIbS2TDgxBK7mPYvQ3pm7uvlHEa8MS40xp89GnWBPEa6zwC8PL6+sgLM0JtzV7DVDOm6AIwD04xHH23srEueUESmlmcC6bzVuLFcGI/J+NGcLBAAVViXGbnVkFOGruSwHaD86G2FAOp7nsiwWak0dKmrOutTQmNFVsGCBQMw0wpqZPJPIY7brq0e+BJ1YBlyT0Q02A/N5qGufyhk+h0bkJHh7yrYVxW9cNH8BYR/g9gQ4YMwnnZuzvT32wttNu/7AYDx1mzfa1yycqlUBE7NQE2JNKasRh2dardoaiUPompa5TTM+ARRstIDKipCHem7O3wzCtSu7EpEX9xLxrJWljw5HVLpp+6qQLhAUbV4lw1nV1Vzb3NlyEliSaPSN4xuBzDcORnsLi9fpIAgOEFJQVi8d48t5jXneMDwT9irjIWcuDNAACVvEbO8NFkEAmO8A2NZC5upIHEVJlUcyKvOHIFj5+pEy2xh7V1ddyEdYKAkSWDV2MNbFa1QQQJbMCj63lrzKTFVNBLJ2rKpogIOghmGn93HGXFfQsUvzjjlkjNwWAUfN7GU5OlYxJmYsMx11WjBum++I/58dPFl8jFVtXbiNCI1gwVDBezi8HgFdwYsVlWMlA4JQm3ONUUTysJqHw4cX2VjVQF7XPhLIdfEU7wRkGvfuBdDgT2TxCBNAxaJUFmUce7ecHisgC6CdQSxYyBwuu4fuGpsCHK6e5fOpu03dh2qGzvHGjL+C/ahrGxgFCdOptwDIB5mD97V9QSZBFXNdFlSliicgDwywt73f+wAuAGMw/tEHH4ynbVPc/kMLp0qu+IzzNKRttpvrFVZhjiLxfmg54OdvtZCT+2yBS9x3y1wM3s/6XGQLc/MNVoEVTg0rRLtphWqb+Ij4sJ8yNyuo5Q5xRIPxgBeOynFghL52T8TUlgMiZwHYhLxVNTXQxRAcb29xeHaD0K8VNDl2btt2zxnPdzA7JnhGDY0owJamI0+ZHuNDYIS8jgT0MqfFhZFSFwpIBzUzn8Q5Qb1SYTQIkbBLhsUE5KGU8XfQ8ZK+K7J29N5xzQTSSPmN0slhcsk1kt8ZraCZPtsFUv1Nru3wj7D1JDqSo4nU9OmDHYliZ7ZOBuCJ5FvRuzhnYpXGDE6b+Xq8t5BQBqJWDIE80qY8dIr+KgJbWK4PzcViz0E8qZwO8LFaCvSIfAIsQRx7bg1y589gmOy65NFW9mLEuxAl79mjWgKrteUKN88/ynkYqakLjJjART2O3Tbe63lv2oKKP3Hg4gu2wV7sORTPjEY6H2+Ut/lilz+jzz4wGBfa9sBERbfFjKH1HG97S286FiaSLdNxhs6Me+1pIdPncp3h24GxyW2uaWwGuVc+WSZEIB38XGc2pb+7ADG7gglWBkANTFbJMp0fiVOghFZl6ZlduHIUaQcQOnu+zKYBsnEKuL19hcOzZz6AOGeMfeSjmOdiT1BpCKPNs2oOIEgUvDSMxEVet0Jj/jWBAoDMkmm4xez7kRUybfZ5d5tjlTU7qBjmIohHWTiUyjwOXnPDCnxZzgdhGmDIzQEiR69NEhE2dt0ABMQloggE1W4zX8ajnuo6npn4OpCu7gO6OugIVgJQdYOEqGn4sNDaNAvp8MkIl2FxRkiILKJDexSL332fjnf3UAWaejRN9rlGUQSIEltDTttEVk0Dmu6YKZovr1VhHZFSBqbMLGTRLlGszXNe+ByGfwTDlIVVBQsagDUdTyPxWEQiHW6uPFdMALlYCuTrIfaEXHBjPU9bg61uovE3YO9CFKKb9qYPzZf9xjmzsEYTmABO/z652OW3V/0O/+iDD8YFtu1i21loZ5dYFWBb5LtBxCfOQuU+sTmnWSDuuTEJ7AKhwpA89C5EciGFJxGSjrBdJyrJewzHwzDlGPPvNSDEwg/NFi+I2ALv2JTKWZUsgRRgm3/U1HCBaA6HFhHx8sULfP2b3zRs4WGXtsFvmBicARmnXLPPT2TSRAKUOdV5edYuKEYEhQt/j1qwOSz1TFzwZZZLeOQGAjCoATa/nqWZZqge/X6u/ZI7MqoOR1ibbHM0TJBBhZEZkmmMwWdGx3MKPsh8DXQab2bGzIl0vxwZbEAAq2QpmIA+Z5M8aQ4MKihI0Lhpsf6NGNLxLMkBlCgiH4uZqJAmMA0/jOHIkuBA0/wTAM7MM2GOyTLyzsJl/o98BiWSJpGuohHQxRw+Yx3MZgzGsixozSOvaOOg6r8Z5tBzk7h5pgVkzfP2iL3qLbcErm/j4l9FyI+XfB9QRCvH0rTynoALwBiMn/nAYDxdS49tt79NPhivW0hbMBDH62d64Frbhb3ZZOvvE2ycu8YjPw+a0LVujTsRrm6e4/Z4RJfu1Sm9kqbnMlA1HwEzHZg2bRp7c/rX+rosJsS6a4WhTR37EbVUOzGjecZFYgaTZ0GMJEk+HS9+8F3cf/s7uH7+DEmyb1kMnG5iGwUwwUjkx2IiLMsV9Hg/hBa5KwWV6+kI80TOF1wrjXDG8ggpfFw0L5I2ddeiWAFlnRgMo+0HlBTtGaWhgnwOPcJW4/oepWPaecv+KWgAJTXfGZTPdY2G+Xn2yWAQCXqfHSNDaJudH8lIzNq3TaY58gaj1RM0sanrWJpF2pAOv514VjXtuKx9gCI3p4V/kP2gRN3ktIuDR5tAUbH7lOydUTo+mBU4UMwkc/B5jjTnGKYeLWagNBn52AmAxILKqyuef/0baI3S12c+Y/iMJNBIBE0Yq7z8akLTDgrj93j69tb68FWF/J6549w1q6K2B0AuuH1gMJ64jWgKcY2DH794X2POyHaGDZmSZ+2xHNMl9PSc+tvX9Hl6h2g4QpogNWTeFit41ngBeSVMwDa/LkXb4pZ0tNXmiLNGX0NYpVCFlQ7vutoxbp6gSNGWK6CvllxLV6tMKmOuZL3D3e0rXD9/5holUhBt5x15uwLe4I6LXj+b1JKEhQCLfFWmUbovhgAE8TDUEKwEInfEDO096pa0ZlR5asHBAJBXDnUQ4vS9ZdC0ezWvVgtl6OJad7fEXETNip1Z8U8bi68bdlp9XDuGbM+mNUZCAxfyUeFWGbBCbS7QfGxdASVnnzwT59JM2K7J2vhNBWOsDtDE0JixB32wBz3YLbVEV0LGTpkpKsx6nM/clqmXoSfC6hVSAUETQWPySIkwydlU9B72AUH43cJBNSl5xWBDIGF6EllBsEgSc6CIuTcwE9At2B6m4XMR/ibDB6MwMioJpiLd/dX1DcTBQ8tpHG9Q9QEbjBmNdymBhaYCPiDK/B58aK9p2z11zwwybZT2b5oUH7HvPnV71q7xr31gMJ6uVQpz0M1fsGlxxdoDHaEx7phEdpmJczbBuJSEtphq58m9drq4ufTYuGJLunn2Ee4On+F4d5/e/Ebruw1ZTDBFaBx55VOLJFH0dWz2zIzrqxsQM9ZuNu7GlgMgNCyCCbMMKRRBA/uGH5qYQtZ7fO+f/wGefe0jLFcH1ySs25WlmKIjymCD2kduxoG2jEUhNgfN+JpCO9ZIWgUALljFdnVxs4dNtz0D9WyPQ6uOR1iFKLnAMd+OrHrqSrJlMxUXfsjok97XoswyqC1oB0sgJVC0qwPk7h4tcBd5umx3MkQIz5DEXivGLiiOwJBFuOLWARZjDSk8r0VJQhblyCN01UCbC9wEXAPoRDE264szBVHQrdDW01IOp9iYS7+YSmEbaJjZhtZpzAMTPPGVO6bW9QJA3C+GIsoIOnJ0uElF1SurBiMS6caJnInqQBYFtLnIYmTcQAQ8e/ZR9jOTcBXT27ZFNEjMBWcofPU9GeOIZ6Ljzw/tXNsyxw+AhbpWaBy8eAbjT3O7CIAhj2QuHszctlmg517uSehhB1hMJ2sKPZ3u79rikF7jXhVs7DAiM/aIzxGaZ1k5lQnKAtIFgg5m/0GXoWm57ZvIMg5AAQGDmgERZqsW2V1Agy0Nc6iCBIC0JzVOpNC2QOQWhDBHROpq9rThL3F/e4t2uErBOFmwHbSMRxIMwnggpDZ3SnbtxozD4Qrr3R3gNSqIHEiRR7swWeG2YE7gAZChmca9NKh2yjItoUFLuG2qAEIQrA54wvHRTQN69NBVhurqib3Ms+NAC7oerf8YtL6BYsKhHXBHdy7syfJ9cXNWYUSweEYoRCRLxrUEIIAYM0GB4pDAAWpp1Psa1UeNBSAPr455T8dU6VZAr6+5bth9VgRiY2V2cIGKFJOFmWuBCKALwAaqWG2tAagRubn+KSqZ+rMzR9mGMJfA5wAwp2IDey1BnPmmrOVljjo64sA7MpMGI7JAdXVnWFsEHBlB1frbljYllRMNzgzDLIIxFwFgkzGLRFtVMapyTse+s91dPgCOL9jodD+ZwevsQ3OJ7WW/w698MJE8XXusv8Vuwpo9ii1otL1z6uJE0bRPb5b/bjcL3TlnAhnVFkJll4qfFFZke29eDnj2/CMc7+58j+WRLpuDLQGoWZEqIgI32yynMtF+v6ZG5S6laFpstsTNhO/aU9uL8UlETGD0leSI7/3xH+InPv7YcErZLRNElFZBV4KNQQEgnC6vrq/x8vPPUr22VNtmKjGwIdPzrPRoVBY1/wHXuBHQhzxPhp07ohji9y68IYPFcDODJpgZUR9Bsfe1GwPADG4HOwfAcnWFV58rsETUCLLvFM89m3p0yAC5Ni4TXEIjG0U6RqpaYTqPABoMhSS4C7ZDRLx4mwtHbsamOPOzcMv1FRp5UoeFhrZ/I0TWfRb8tMYN4VS7fd5RFwXen4SibtrISJpgUAAQNRC5nwp0zusR8+fUWbBSkhEpMu7lzy98bsLHph3ccZQXd0S1XjGN9RLvTn72cygYEYQD8sapsyjijqXLk97/+71ur9mrv1A7s39Pylq97xZcvMm+vIX2rF3jZ775Z5+6G0/SLgJg1DY2K5pe+l2hnT+aj9Ww0/2bjOMVZEwsxLjYCZDYYygG+IgcDnT+/sGgbJLNxHftcOWCyZgNbi3LTVPzpFzcUgBQa66dORWu4SMQpb3dS9+F11GOeS+7hkViaB+ChLRQyCH0VXD/4oWZBDQiEYYpoShws6ZWwEE9B0618+G6UNCKKMRWCCL7u0RwDPYpBIXP/maNZGYJF1AEB1jhNAuEHSK1dfECaUPAIAW8AbNcKNZXEaAxaDkMh0bx7ywz2tCKc8FE3zHWiQCKEIwjLwZirCG4ycJbx+KxuYvpsXPJX5exdisTFyGq6aipweDE3BVn0ZhLgaecLw6WXABSgOYAF1XYiq2xTORFZQr8u5jfGhUSzxCq6GW8dq4EIZc+MQkMybitAM4WFaWjwJq/C7Ei0w+s7jmxVmLtlHmJ1T0Rp9t9BChX+hPU3pJAj/fsJLEWcKKo2Z+PU0yfur3qd/iVH/7WU3fjSdrFAIxtJAmA6UXf/9EG6aaRlE5UhV15n2gZBSHsLNbtj3dMH9nnHcfHc5fb3souS1gOB/DCILSpoBcBEy3booKqOwJCrZok+eavnmKZiaGrUeQCFIrYd3gmyGpVMuMFj6JQkRuATC2G3r1Km7tt7N53jA3iBACWlgIntGMorq6u0JYDZF3h6AkhgTiiM9TDUGkI20gLHmGt2RMaf6tHFWQyqyLQA6BZ1U7Fqmtq6+R5G0Lz7t1zjKiAxIRd0xGdoQCub57h87aAyKNIrHJbzqMEGHGTyMjnEYXbBhAJH4PQxgN8VQA88qFoeX/c1MjdC5VWkWd1OMijXyxzJ4EXL4inATZyZRRWY2jn9kwwgJv3aSQxI68wa89OujkVW8BIz/UyYjgA7TJCRomcfaF0Zg3GIgqZjVfO5rHHmqCR72Lt1j9Rc24GMdrhOseaxClK9IjCTVNjwUafxvodcxrLvTKh5dIf2qY9ZObOea4KXN1P9vbgCwcXgDt5viMG4799J3d5fLsYgBFgIvIDzF9Sbh6TZlAYgEjzDRr/1hTWGRa6s3jzd9vv5j9PFzwGitagkut6L+enUxzK9TbXsuMCbgtALRNGGcU+NnqEBg5FGs5do4Nq0r+mNdpGGNEDUDUwkZPoQogVCxhHjL6GaYbIgIxpzYJ1XbPya/6ewmF0bMR1rml0fWKNbO7M8bT3o01ZN0YgNMLwSYgLW9EqY23UnVEt2EHHXQjpk1CfU5QwV7+OCLD2Nf0SzF+gT5q0qqL7eKKWyNKaCTWREXLbms9ph6K5Fh/ZSa2OipElvfTJM7USeShq5BWxObWoCjJfGiZQZO4Eue+SR0BIMCzW3yiqlom6EmAJCEvBYFZEbkq9j3ieFnIb69K0d4FKMwDh447nSe7rYCSY5xnRjvDBYHhGWpgQZwh6WceMBlGZE4IpbGyxJsszYWrocsxEZj3Bm0ey2CLEwgwhQEG4OlzbsJndIfRU6GX0FMdSiu/VPWccNE7sxXil/kQDja8o0GPepstsQMS0xwcrVj/XfjygzFxKe7Xe41d+8FtP3Y0naRcDMKLFRj+1AAKFLRgvOZ8ACErBVEDF9t/ccAslF0KvbjYbcFFBCwFTn2iimM9cp7SqneUxagiqmriU+I4xwkpTc0YmAAjnPgBoZKGA6Elfj9P8vMbJBiA3zoYV4dBoF4saEBV4qXS8/PRTfOM730HAhl1K08/P6Y4+eD/rNS2y5QC8fAVNJ1XfyqP6KKlp5KQQIUAjjTdbCKkSVEdBK6gJ3gxoQOSjgPdZIZ7hLFJrg6xCbQDcYG9AhIUbuq7u50I4rh1tQTJLSgYwqDWj/JuO8YvNs6hVcLWEXkiGBHDB7zlNrKobe44H06zZzTbmk0luQQvwAHMM7vb+rOsRTA2rHg1nJmg3Xd3gEoNBmQMlHK3hc2rPh6FYkzkwU0YDyCrbZKEzX0fixIV6dtlIHKay2vOgBmIDwtLXaV1aUbueYKV3C092f1uwOoDId8WigBAZSD2d+NrN/BdzpEpYRdHc8bkdzGdmzImPmSiBSoLRAJQ8TFYa+VUo3rgCNFC6Bz/n8hXsd95O9LiN4jelCI9j5ccTcCv726W2Z8sV/tI3f+qd3Ou/eyd3eXy7OIDx4DtZgICdu2EkaqtgYvv7PCX1tdPz67kbpmH3Xptr7DmPbruzQ5ggHfmCdRBBZp/y1hqn9hqabPy2kQmvqDXFzOhe5ZOZPD2zpmYmznpYiKBmae3Y6McL7XQ3dfzx7/5TXN9c4/prX6/yfB6rH9sDVrodNBFunn+Eu88+tWei8PwNYZs3oKWeBMzYqkgWZr4DUoBOOiXKKNwFeCKqMleW8lumzpvAtQJbIhoJUlOrDjYAMMF4PB5xHc+bG65vnuH+5ecQMefJWGF1xWyL6Fl/TLBRZBgDCkMhDg79GTiYzSRsPh6oVRY1cDXGyZ5TAnAA7w68Cq/hkknC4vmU92LQXM6sWPeMnVGoGsBKMx02oHkSAJrPN/OBEDITq4Ehzy3BheGSqPpb/DPiHrmELMW+7iw6IoAa0MWSbKkzEb6w8vxI555sRN0CoIUxPeUotstcgS8Xbv9l2utYhTel5X9F9uLs5TaKH4DzeyxmZiM/X3B7ud7jl3/w20/djSdplwMwQpg9AAgAnC7AHSBQlBw/jnkRn7tm2fT1zEKvkSy7r1sFLWdu89BxVdOsrMCXuNYdoXmhbYWoGTZtKFIbRRbkojQJkPsZtGbaXe8yTAgRiihjAzfbuQnakdnSte9+xKef/BA/+rWvT2N96EXfBY45j2S5NaA5LgLAbckN31MpuGAavgsRohgufRHZKer5EDAAVYzTHmE4EVv+j+pEaaYXca2Ysa4rwmEW/h2x+ceEY6yqOd4uhwWr+5BEOnI4ewKUSB5FgidVSdCRbEqMhZCaPICRAVNLinWomSfqg/C/E6QCabIIEBmgkVubnhOcYXH10v/zSCbjUFLQqlfpHa+J5nNUjJ/a8onfxnMecKFGQI0/NccRaeHzeJh/vJIuwZOewaKb1O9l6c2jQBxjOVwhK6jSuFn2ZGehDlAXwg25hnB6+hgHHn4n3lnbbjxfBnC8YXAxta3yFkBjs19P8/k2+/OG2/PlGn/pW++Gwfg77+Quj28XAzCMZt5o/3tg44EFWM0gQWlOv31oUVYb4BZR7wGTOL699rlzH9lsHoB2uEK/u/WkSxa/L2UrIw0HTHMoVJi/BRMDakxFjENEwDIocChsc+9Gf3f1aAW/OZGZF6KoV7zZGpmgtOOzP/oj/OiP/xnvsw6qE5jnr85tnbc6XhB4ufJEYGa6YBrFuYjIk1kY6NFINx1aOhFCmmlW8IzEXXFeRMWMyAJVo9cjymbVFaN2hoG73nuKzOi+rU2Basfx/hYhYhSE5fo55IffA/gKFJEZpMnakHI8QIdGRcC5cAv2KsaSzrY5Vo9QSflrP+TG6F1AEGehwixEA5C5sOdG2afIYxH9oPKcImQ3HE6zMBsVKBjA3lkOKiCtevorYOaSRIxFAyBkefoAf+LRJdDBxKVJydmXCPW1FOE+7nAEibWnZm47XF/j+UdfQ9ZUmd6n80ChppjfKi87mG5qX0UMnlyzvjvlHTunN51tr1Pi3kB7dJ/qmPaUxnNMxbn95QLby/UO/+/3f/upu/Ek7WIARgqlrWnhMeCgnufn6uZznrMRcA90aP/v+nkP3Oz9hoq/xgMvBREQ/hdMjDWEkISAUbgjAmKTpbLRBb2c92D2f1xzdtPBKh2IXAOqXveDBwUdggSR3js6aB8UAPot+vHomSzNATH8E9KEFT4mYs+DfJAn+UzUwFGHoGlDOIhQhM+KQyv/X7AOJhjVUoXTYD6UB7NhPSqZNOOWIAcX7uOilgAq/Xqs4wlSSAFqxmYYkDHtOYBcOC/ywhAwFmcsDAjEPRTw1NghmPc86i2/Q8yZzY30SNRVnDH9fwpk2DCljwpAuVZ8gyYGkfk5WFdsxjhSjxaTGABLiuaHJR/ZEKlWAdjYAfSeZpdhzpnXPAcwgEfHkIGXmhcj2CAzSUR+DK+nYgM0Vi7HS+nQ2tV5DDelRR22BMfEI8V69hAI51iiMl1FuuewKYDIzL68yVZBRX1PqgI2KTb4guBi2x67H25uthtif3raQzrgpJTYb6qZcw6rPumrbnwxLrg9b9f42XfEYPz37+Quj28XAzC2yPycRvDg73auM31X//2CrMaj733m3F3QVD5WsgQg3Dx7hrvbz3N3kxCuheKvKhVn1kPTNomNou/dUimLCpqDiKGtmTPlKt3DTYNPCN8P5KYfiaKUG1Q6iAl/8Fu/gR/7yT+PdnVwUBR0vG+AZQc40QBjXlTznstyBVnNX8TqfkiWIAfJzL8AACAASURBVDesxD4H7LUoTECxJ41CCGACtHfPfB2mBBq7UQroAaiiLyHwItJGJG0zlj1T3dmRmo13XROcsRIOV9dQn2920l6BUm0VCRLqxBi7oLNg8/egl/wfsQmHz4P7pmYUlaoDTQdFa1AuUd3UUGyyBMQMShOJjufmn8cjDIfqhmB3rKYL5RopEsGwaFjgPHuogbOosArA55oUJZILAJsTMoUDqrMqESmSYdg+h1bjxMaYLFCsi7VbjRpmfPT1b+BwuLbvabBCNd9HMhtl7eYr7Y8nRP7bEG65jokmJWnCPFuG8Cvf9DV74FdgPM51dczp6wDOZhPZnk/lXbrQ9rLf4Ze//1tP3Y0naZcDMKIFgo3Pj1ncZ1fvA+0xL1XVFvaYhwcYi+l4+W4P+U+XcdMxGoF5MQ/7qHZKDFWC6oqgRk0RVlAvbEZool4UCmTe/eKbMhNDm+W+EHUnQG+hZaYNPoRFQhJBIxOJdy8+x8tPP8HXfuRH7DwJ+TS0kBA4dUOJOQitLKh781k4wqqROtUNyqyYBAGhQdEtQsDnxjI6AGHMaGBPeuqavHqOBY3S9oCJW08/TuZL0aWjwf0pWjNnT5jppPfjpMmaCYAg63FoWQQQFmhfgXadYDASlcfc1nXCKP4HRXtmEKQruoNFgKDHbvd2pkpBmfQr911nfsJUQOIptdPj0H/g7EaAGAM9EY3EXrjNwQNM6Kr6r2NeUTGben0TSkEf+TvI/44EYMbqSES++r3sDyNNLKImAPWQUj5FmfobDjRidXZn2Cz0FiCoOR0BUCzL4s6jOtanP7vqd5WAozyWePT137eiPWsArSKZC7N0NvPw22qbzeoh/W3b6jZ65nLTXkk7fwcYp3JumuhUx3cX3N4lg/E/vJO7PL5dDsAI1L49XoX7nhB/DHPxJfryWqT+GH4w+vWQxlFp0HLK9fVzvFo+w3q8s9DJyHTo1UUjDTSAKeSUDA2kUB+29/DZsM0+pKU5/I2NVSr1SOR2cJcSIiNcVgXEK777+7+Nj3/kR5z4JgADrJyMOZ5xPs7YTI31ePbsGV7c3wFQ137VQUZcLpwTnQZn9m4p0NhDJEMApJuhCWKfi2Rmigaq3cbYvMy6eFipqlrYo/rGLsNkIkAW4PJJBaCldOig3SlCjXNtUPZBypxQClofLxNIhraeuV7KZZjYIkaaARIDnYQsXhe38vlmDkdWzsJ33BbUeJvwUQkt2sweCpXV8lc0F97eVY5nKPZbCY9czFE3yQ9455Vz4RrY4pZTaaGskmtIVAcbV0qyp9AVz4vhOUXE1yohQA3jcH09+hHPJ0wm+RxOzVZFhx5rEQNoYOf7r9Tq/rPR1k++f8ftQbDwwLmvPXG7T1awsTkvP1MJab3g9rLffYgiuYR2EkGyJ5y3gGMPaLwOUp/7rl5ne72HgM7eNc+AnO2pldGwfdc2RG7L8KFobdRn0OHQicg0SWyaZWo+SMrXBKZ4cipPxOWUfAhJ8voWIO+PAEQLTGJ4eKNfH+VfUzY77o93OFzfhErpNVNiGuYNMjZrrXPkf/LhKlI7Wb6FAEc+lsAa6fyJAVKsX0Bkz8z7aXf2wjVVowwwvFpo8wzdMRKEDgMHBE+5riHcBcwLelL2Muq7gMxnhYGRqzK0Y/87Q2N1JJEKGgLwJGrw3o1QXQ1zQcluGrVYDNv4WBJ8hg+PsyAOsjiENgAz9TAioqaKzcwCSrBsnFxyzvAQu5PfCpDXmZwoadQNGec54BUr4AZUcxBlng+Ch+xS8TsaOMyBTkTReG4QGmbWGBUfDqW/8Xr4cxmYb26KIdge2D7eqJjbAw/BYmTH/4S1PVC1VR7rsTj+0EO5kPasXeNnv/WT7+Ref/ed3OXx7XIAxo5ATkE0UZeb3+yh+XMLcnvuOTi+BybO7iwPAJtHLPwpw6ipn/YPMw5XB/TbV4goBxWrPpqVNV2bzmyNaTIwkGJKNXnSoY5KAUNLymcyXJBpsmkIFy6x/yFvYncnACSKV59+hsN3rv13NMJB8biN184l16abJ9fyOXUtffTd+kvOGIxMrR6SmeG8EYY6AiI1klL5fbsCjWDhuD6/6d9QnrsUez9g4ahdBHRYLNtqRLQQ+54Xz9EBlQ4/lnTGbKXcOhgML0Qmw2SlIlnEy0AjsER4rGoWjrOvbewqo0ibpcgmSGYpNcCkKmjLAmrNqtfyMJXkPEfJ82nN2Fw0boAMx978LucogJj5tAyfE/sv8ngkAIhoJQQk8vdCI8RUcv0HwzDgoANHYqzhv4Ma+UHJVDRuqL5Lk5ugIqN2qk1Ec32Ow08h3mOutnvie9f29uBzgMkVpomlOLd/X3B71e/wyx+iSC6gvYb6m5bT9tzQYr34Vn6/EfypDW22iZEqWU++m+6xBTtnAEhuBPVYobhPrkkRl48s/nR98xyvPv0EYfMGLO9FZi/1jdo2fbY8nK6phyd/VBMlZwFErfLkQgxZO1ozpsC0X3cKRWh5lCNRqCX4Ktq1uOnmB7//zwBmfPytb/t4HgYW2+9iHq+ub6wUudyPjb3MazjzVe//8aUHWIbwCY0vgIhE6nA/ZlInQYWBKRdMlobSolM0HGftOgG+OJOdRTr1lkKW25LPJNagOax6TguJSAuPACl1SEbOBU+KBsokYpGKO3N1lNwoQKRQD8aHU7CPSA7y0FG7f+QZGcJTBwPkGn3cIcJBw0zGNBK4DWw8vzlE7oQabJoaAGV3QFYvCCfuGKPxTDWe5xgncZvCtEWs4m5ER0W+F6nP3NdQa+YEvByWTCw31wwq+0PZU3xFTe/TuTX8xtre/hfMxdu87yPbGWL2teec6F91f962srdvgdVZsHHB7Vm7xs9++6feyb3+x3dyl8e311fmeldth03IRFB7lFnV+mMDjY1jj5lIABLe8PPijHtVZ7eTBVyFXWERsuUmMDTrPK56Ci62vwvB7IK1LYb/mO0/28S9MBXGyzmcQE0qZLZOXS39snrhKAVYFFfcvNS3bZyj8mrPQlEAZs1dLTmXabrmbAoYpa264tUnP/RNe6bBH9/Mht4OhxQ+cLAU/UiBR2QhjEQ2H2rzJRCAFkTKJSs6BkQuCvbU6ZwUxtGSMjGPouOqJkSD7fCHQrwRSOppyMlMTeFsyF5XJcw4rCZ0mczkcnSzli2FqPPhgr0KN2ctamXVDrUQY/JIGY2icB1DK4czKV4t1YU+5VoBGl8hyqYTN5stAVQsh4qtP0nmwDokQ6PXSGRmtxVY3wy8a/4Hsiil+h6QRwOZnFcrbKpiSKSvaDo2pRAxRG0oBQqE4Ux8nuJx1rwpNRGbeC0b55VA1CZ2q8KiNFj5dQMAsofMvs1GZ/6O/WM4Pu735G3L27rVPtS250z92uyJZ280fRxgY+9Glx5F8qe5XQaDcebN2GUSYsMtnx+8Zl3IvnHupfCt98q/K4A51yqASXp5A4gehPInHUGWtl4OttF3qxnhF3NlNDZG2/UjzfGsJMRcjaOZOhyeu6pbdVCCRWtMyby2jAbgPgcOalwA9XXFy0++B9I/B3DDnKC7zONrGjVLtX338gWYw+MfqFEuqU1XzVwBap4zwVM/h7ABDy2eMFiPLQNFBPSuPsMUJS7GHBa2aGQBBdb7+2LOsePL1TXW+zuvbTGAZaw7SSQ5j0F6n4Wdm0vSRBC/iZmgSPPuojAEu6+ReNZBJTjEgEXdGGO1HA7mLIvQ2Av3Fks70mmr+/6wTU6YG8JROOZEAfczGXOdcy6KAKHpPJprbhad6sNM9iQINSDzo4R5pKvVG+nO6sSaYTfFUGuTkjGmefMuuro8eoR0dM2xxXG82XYy9trKnndu+3jbcvbLXv/s9renwG2OVdbCtr1TZfPSHT1f9jv80gcTyQW0c8zD5m/dnrtnl9uyHX7sC0evP2bxvg401HP2zqsvloMHixoYm2QUtTK5QEW7NxtlaIwJHAA0bsU5cSD9EJjGVoS5xZMTJcsS5xSQQenNUPbnENyC27tb3Nw8G8/nC6pUxIxlOaSA0iz2tj3Pxs/Clr0yQ0XZU6fX9YA0O5hc8VwghpJM+ITU8DkyB1rNWvTT/KmL4ZJEzDFhPDxPXGbfTyxAnJLy2/0LNMRtLBM3iVTKf6LpA1CYySwK4lm+D838EbEhR3rxyCdCnsDNTDbhq+PjjtwWcF8csvt3EQNxzsRRJMEK2EIDyIEqi4C8fyCGNO8UJjKsgCm4Y8wajNhccycdbuOZISZvFDLLeWMfa+T7oOI8fLK4pn9sLIrhKxXfvQ2EcaHtMdvbY6/x4HW2+zgNuJssXLnAiRy40Pa8XePn3pGT5//0iHOI6K8C+C9h+QD+a1X9hc33/ymA/xjACuCPAfyHqvo7/l0H8Kt+6j9V1X/noXtdDsCogKB+rkgVm3c6qMO4xOb4ybXeRnvs27dzTv506m+oUGT0NR9g9SMod7apBkVqNuYQV23YpuhHAizNNM/mJ8DQ1TbsRgTx5Ee8AH3tHt2iHhQSxah8w+6WV8J2XwMXLIrv/v7v4sd+8qeMTq5jqgAv2YCSdwAxNmC5ucH11Q3W9d60Wx7UsGpECriPgooFubjfwBAYOmWVNGFLgIqF9zIB3SRHRsESe3pusTotYvM3Qnvd7NACcATAiDoiJpiVgMPNM7z67FNAh1NuRAFZ6CXMfONjEfj8ikLN7oIeTrnqn7snAFPT6AI8RKl1kY70dQCGxs2Arnqy/CKId7l5hoVpAki5ZP1MVYWsxzxKbJk9LLvpYfioFIxsYaMGCgQOQLJujvuaiFhhvx5AyE1ghgYANbOZJNDwNRWMTbxW/g6FQ2yY/MhNSYubyBq3XHPTpnEq18Y5GriIpp9B3zzGMKB+Zh98F3tZ7UvZ1r7KLc8Bi7PbZqzt6dxxkQTN4Ty8OfcS28v1Hr/0/d956m4AAMjsxv8VgH8bwO8C+PtE9Iuq+uvltF8G8POq+pKI/jqAvwng3/PvXqnqzz72fpcBMOKtDhrWqfot26BlxaeAqlQ3zQlzHqVF7724VTjuvQWb72nTh8e+kVVzzKRGca2sdEXQrimUoVZwTFyzsu6YX4S4fT62PYsqUK9RErkBvChaH9k+lRgiq824eqE1VS+hXRwRbQdE2LdzyFAIE+5evsD93S2ePfsa0o8lpgwY4a05xiEMQ5Ad2gI+LND7W/Tm5asKUInkWkxAowWgUXNjYCsJ8sHuyQR250dSD8n1MF+o59LwZFwqmlEw5GO2ZVnGQ6FdhW+AyykeyasU5MyTjT6yfQIKWbtp9ayW+0F6On5GJIZFqvSxOZOF/9Jq92ZnIaQrVAaDY4BFsDTCqmp5NHLOZ+2vAWjp+yEg5emcZFMAICu3Rkiz+zJMz8ZTtquVbhcNP4cRYWLrwPpKghKSC1ArSoQIwjCh2i0Tq8oIRe7dHF7d9FPDWHPFUWGa1E2KVEB2nF9/Mi3YIb6iX9ObvRX+X7HVdyJbKFaxN74mRfebatut7MuyGOd+c3K8rCPaPQG5tur+c+ngAgCeL1f4uW//5Du51//8+lP+DQC/oaq/CQBE9HcA/LsAEmCo6v9Zzv9/APy1L9ufywAYwCRc6wKq30fbasHkQiRpzIJw9xbqSaRIeYsmH42H3o4CMnTvLYxr1YiWLRvjxyNLJ3LDG1p/aw3STXs0MWD9b2H3DkCmms6eUJOBjRjiHo3hF8HquQYotMaoqsporskSI0MCTfE3FqB5zYr52dhvVTrkeIdXn32Km2cfbRiK7fTNrIQ5p1q/hQitLSACFrh9lSwapkc+Dyi6AkodFPU+QmvVESEgKp7BFGabD+aHjAWwuewGCmySbJNnAlaFsjs9hgNtfB/ZKGn1BF7+7IWhZM65XqPVfGnc1BXRIiDC8XgEukL6HRQtq4aLKpa2IPOSEAFgkCwQWYEo1QJx05gzBIgcXwQoG3vVLfMnh4+FJ9eaQZGvmUjMlS6Wp6yHdb2D6AAr1d5BvBijEKYgUQjZ+iSCgSS/ao+5D+HgfhT2fCndgw2oOAOlI3ur5RDpDmhtHhg25zWUOV5FxHtOSAYw1nRmrM1z53E6Jz+/6vHOlpu8aRZjj7GYwPhXFPiPbdvrf5l7nfTRAZJ4iHM1O00PYbNfTvsFUPaO02jAS2wv1nv8w+/99ru63XeI6B+Uz39bVf92+fzjAP5Z+fy7AP7NB673HwH438rnG7/+CuAXVPV/eagzlwMwvJkQPeMr4YsuwklDdCmGNj/R7tvf2gn74CLvP747ASKPHkSg6/LyRL/o1BlzFsEu4T1V9uH6Bsf7W6+SOvIBSESGJJMTfgBIBsg+OACxJIim/cf8aclBkNPjoXlgUxTXFQAcXNh2ar4hYQ93kw0U1I/4wT//Azz/6GNcPX9eGAoMMFbmJ/7WGLZrmNfPnuPV559OjEcWqkomYQAUHVfbzKU5axIMMDAxegReEkO7ITFJoRP98NToKpC+GvDRPgBG3IZirYVPgD3x3r3+RVumjRHcQAuBFTg0i34RXSHKUFmxLAcQWfExkY5G5kAb1xaFV0s1J0ZuBGqEBYzWGP14bzhnFRyWKxCAZVlwd/vSHUitt5xFvxSHq6tMrjb09LmpCNbj6p88KZdHoWS+iRiksxPq0TLp0zI4L59P9+XxpGFRw2aUo7fU7dXubjKfITBGIyvjZn9GdlsRSzdOsV4pnlRZIerAA8D2jYxFGZEryZBuGIS3SiZUwLS519tmMd7E9U+ukYBtB1Rsf1DY5xNGY7P/X3r7aLnCv/6OGIz/Ffiuqv78m7gWEf01AD8P4C+Xw/+iqv4eEf1ZAP8HEf2qqv6Tc9e4KIAxnBB5f4VPGsrMDKTgio3rocX3SO7vwWskui4sRVynXG9C2ZXtmLozC8WkIJQyVFW9XDZK4qK0RYb2FsIagLpg1T7CB5vnElAX5gHkqDVEqu/WOJNBGf3stLtEXQnX3lMolGED0HXF3e1LAxibOU+tuWiE8bsogMWELJ4GIB1dM2jQtWQCwHxwINBzTjzlKIIRW9e15JXoOeZVNAuSmU+noPszzKiPTLzV89GULc+ZgtUfGUHRLWXW2kHcynOK8ck0YtPmFywkUD54n+NZk8+3Z8VspsmzjyXStzc6oPfVwKWbtpZDw9WyQFbzz2gtck5EyCV5jZoNsAUhKJlp+6bBvqRZRIEMA841YA9Vw5wmQ/PMqB5QJrSKAnThYEwwJ1QRW51Rp4Wc3TKzEtn35F4mviYjJwf8Nxzp7UH+alpfwgiUTqan0GK/+bu1F4H2phqV+8Q9tyzpm2IuvtJ1ivD/Mr85e+8y3vN7cuwhZ2TEBbYX6z1+6Xu/89TdiPZ7AP5M+fwTfmxqRPRXAPxnAP6yqt7FcVX9Pf/3N4no/wLwcwDeD4CRC+vc4qoCevtvWfC77MU5vq8u6C+6YImyyui5l+IhtqSyKvNxBcRYgutnH+HFZz+EHI8mpIBM2mTe8JwbPjNZFXYojFa2v9X9KnLjde2VUefMzR9EQO+e+TNAxvAPCMc5ZgbYqlTKutqL7xrn5z/8Ab7+Iz+KYItKkUsTXo4yJo3MAYSSRZKIKBqPHATlRGsMT/qlWYMjzRg+H1Fgy+y2biLKtNjitLlp2eFjopEN04WZFRvjrGXCPHRJU/rZBZ0BQoHieHeLhVvIL0gXcPOMqj02Wk03GyDYqVhKDGYrwIbQ0JlxcFbEno2NLcCgq+M4NJu7DqAdrrAszTX7FUyK7v48PcBVW0Z1XYr/hfucfVZZzclTY825z4uDNY1EWaGdjnK95ZkVYR71R+wB2ymZyXMoGmozk8yccp5hXWkAdZtzbhE540AUETHiQM0dj0e+mMIsZT/jPUb+Nv6mvPMbbBtBrfV43H+zr7wpmfqVrvNFwQVwWhLhddfemIgSWGDDaJxR2i6pvWMG43Xt7wP4C0T0UzBg8e8D+A/qCUT0cwD+FoC/qqp/VI5/C8BLVb0jou8A+LdgDqBn20UAjKBcX3ve6xbSQ6zEuWP1d3vHH4L650DLY9sWHOU14riFYTZeIHpvwjT8E7t4cSgT/lToZVeZp5LXdni2KdsL60IZDh7Ekx6JzlkuWzPqnxncmmdH1KFhhclEBOv9sWzIQ1BNY53mAamJGvhw1kIF3EbapXCStItbYjBFsCrhvAc0HnMRuRqyaBoN0Kdh4iAyh9aM3NDUwJdm6cCthGwI15F7gplTwMa9jvd3ODRjD4whoiEki5IGYjPBIEDXyNTKIAsLFU1zlxZGoLWGvkYRPHIgUbR6WPVQkKK1hnVdETXuLPwXyYRUwZZrojwzjURYKWLteEQn5blJS1k1277KHOYc42ZAOmU0DBB5VRywVFMHFJGCnR3kMjWI9mSsmrL5ekiYDR0MunwWjdRrY/4mikbzf8BmOMGEbRuVU7902zMRlLX8WKbgTbEab7Od3UofMcZqJquPLRmRN9rTN99erPf4hxeSB0NVVyL6TwD87zAU/t+o6q8R0d8A8A9U9RcB/BcAvgbg7/raj3DUnwbwt4gonLV+YRN9ctIuAmBUj+C6/qbwRLzG7LHDZEzMxJlFTJh9PjQ1Sxp/12u9pn0hv40tsKhvoUN1aguubm5wf3trgjDMyS3qN5jmiw5IOE6xOzi6HhpC2DlyZB6B0NxBlhlTLc01LVdgWUGeqjpks4b273ZzUkF37VFhJoemwP3tSwc4lG//2ZnTIdJyqrmBGiNMEvlfPE4XoIAzKc52926Ao3cCMn8CkOCEOEMl1dNLG6MRmVwJNZOl9cWEPdj8HuTYAer+LMjvTVlBlLRjYUuM5oHDNjqRBDAKT3BGBiwsdTachKDpRSBuWPy5itcmWZbFTF4HQgOha0Sp2EQsrSF8VZQAag2HwwHaV8+L0i2MtFHmGZm0Q4QZziJX1rs7SF+xtBZi2uewRlDRqCRLXkMFo/BY+Anl74p0tzBWu26tBwNfGVF6Xv2dGcm57DlnpEus8/K3+SMx2nJIZssx9cbRc3+hnjojwwH5O2oSppyyNexsGxfVdD/aJbe3xzh3FoYpEmmRn1+dPt+H9vwdMhi/+IhzVPXvAfh7m2P/efn7r5z53f8N4Ge+SH8uAmAAMO2pLDpTUgdo4BQSXwCu772N23uiamxAJOCpNS9Ofr+1FZZ7fCGn0C3jQi4YyR0qxTTUxR3xbLNRSB/bPGGBdoE0cx6k1iyU08chdQMuQI1Usa7mwMjL4qBlQUo6YihZLQ7tijVyHahpxHB2m93Dv2GB9iOEBSprAjffvU+fR5lLe9bx7BUqpr1LF7Cym3ZC4DegC7qjD/WohQivtZBPcVdO64U5RoYosXXVu6bwAkX9DySSad2rzRIscgMWgSPszogkgBCU1aIY1MIajnf3WFqzmAcfb+SYMGfb7k6WFs1haeCtTLyZZ7wyrvvRqnbA50DcjCIyTEKmSgynXiL3nwmWAYAyoS2MYweoKahbX1U1zVf1qdD/z97bbkmSJNdh19wjq3o+QAIkBUmHIvkQFPDiOqS+9QAL8h10JJ4jCFgsdmemuqsqw930w+4194iMrKr+mO4aoXzPTmdlxoeHh7ub2TWza0g9C+5AOz9GllYQXwwu0EScuG58jK9SRudAz9DtHJ31SABH6yKS6zGTTC69gk6FMVAQxhq1FSgOS0oN49gJBZVy4mh+QmkOO62weoKhwG2kbmfhOZvWIkasxUbplcDrB3P4S7VJmZn/TpRwp1DMW+FXQzFegqqor/v9l4hXKH5Tf/fPOykRM2GbjlXsmQyH8mu9jy/U3q+P+M+vJwbjq7bXo2AAG5Xcd99nmeLnVtEVRQLAi1dhIippne3O36/0z1nl+3O0ydDX3eG4/e4HlPqHsM57I8cDXQe6tYpcSZBqd6RVrOeYF2ZdbtB6Q725SWHRmW4iS19oRWX9CAB0k7DyKRzeRraJeVBeb5TBCfpVm0cp0kYxYjUM+P677/HLTz+h3JQR+wEkQ6XeT2uNbhSSOu1SSguzYVyBoAmqhEDqJA3LcuYI9KGvjYKxoBTDstwwFTdiN86PZzQ4Fkemjb7/6Y94/49/wGk5wTCqokJzF0ApUackxohzTBZ57xuhluRSxWAdqBbBuKFk9KRM36IswxIXB8RyusHqwM27gseHD8GRgTF3+zyPVXND78Mc73/+CXVZsKiSL8AKvUOBFLqAXB5TFEcJ7oyZc6IpK4djEC4JI5Ih3pWxNkJBGbTnMZfjXbZkq0WiOKXURDnMCm5ub2Ousr/CzKRMbO41zU3Tf9T1X0uY7QX3Xnu4csr+9C+lZFy91sc8/+7YTbrpM4raHqFwfcf9RFFCpWzTk19j+77efjUE43/4Knd5eXtdCsZT7alJ9NTKuib8X7AaN8oFthbNR/fxibbhjNDnuauk0H48r8HcCI+Mh6lGgxHW7trwCaeXuc9mUBnuQibJpUbxtJAV4hQBDBUVQHeDlx5+byi1sCSTqHZjIwNlLP6xcfvBRnE5bimbkOmedKAPQiTw2phYRklURcUp6mjVvKi7uC5CWro5vLV4iu5hCVtkl8TLLWEFW+cYFCx1gTI5rFQsp1MEtRbLLBO1h7s71BLoi7VhKefub0F4VgHYumJdna4SYi08rEAU8KDVx2wexn7sOWAUSxGfI7peiE+pFZ7ZSI76+BhISBkpg4na2a6gl5QU76iM8VD2iecYS0xjwN/TfKPmgFTrbFpFJkHCqwX0AmVe9aR5i2DqrKZuRCJ8KsYn5w3fRxNduAGOyv6PjC/N3dkyvtY22wZ7++xe8NJ2TYk40h5eeKnPbb8WGrJRGq59ntpImb/eudeuXABRi+Q/vSEY37h96Vm9v97+2i+5104h+azJfO35dmiNrL9cVN0BW3B69x0e7+9zMy8AOqHdudiUTC2H/Pk2IEQ+Q/qepyqlVmITz6qRaSFSoDkZtvcVYV0ioEwR/2FlelG1Tx/jd7iZMEQ0rUvA6m08G4blWdXCLgAAIABJREFUk5axby1WxZfMxGPjWKY4osOciEep6TLq6zmVoxBKgGcAbYGVhRVBgwujoKLbGu/I2GkD1vd3wYp58y4UsAL0dkZbxZiqV0AkxgCrCyro0hHVd6pnjMi0rpFlkTQiW7LmvcN7g9OP49aCElv9Mwt0qxSgN1itKE1IEC15wUdQJsj0ZnpHXeI4laEHxX9ObSoZjfTg4sGAlA8qgJbvC6mYJE9Gp8imEhxImvEr0sJLgZnnYM6DiWhO37OSq8GpPNoW3eNU1drYawxb1WX73efuVMY+710Ih3vEM8rFS7dOKYDPsYF+3DY3H/xEP1+CfOwmnxCLoZ5edu6LKXq/Yvu+3uLf/8t/91Xu9R++yl1e3l6NghFQ5Mzv8My0ycl3JRDzykLNhb35+oorZG4zkrE/Xt+9sM9Xv58WWGZ0WAiK7374EXd/+IewYt1yk3VvFDxhjsV4hMDM4Dn3TCH11nPjFZwex9E6BmWNKQUXAMS8Z0Adyk9yIzjQbSg2Zo7HhwfcfP9DCkRMysHlZjO2CTOHdwSkTX6PCM9gwN6UithbH+/fLONN0Ppwt1CBirLuDqvLBoGpp1vSiRdY77g93WA9P8DMsJ7PKKdIxV3qTSgF/YxTu8XdTz9HbII7fvr93wHesJyWMYe9w73g5mahICWbaLy1cMOk0KZLqQfXiXnPKqq9Tz5mdwBrvFsLVMlqIc8F0Q8GYtZRZIVU6QWohtPNO/R+Rn94JLrFzBM0dCcxlY+aIPd/+kec6gK3wvsF8tW9BVqDgtY7Hh8fEwFRALFcIvFnZIc4CbDi93jvfW1jPTvnq/7trtprWVjOsc2skaIy5kYoOcY54wbc3txs5t5WaPGPCWwamsQk+LV/HCztj20X6+CFWsLFYTmOz58H4EK5yOsdrMunfpuOevbeL24H97imXOj7ze+vtL1fH/Cff/+GYHzTJqv0qqC+MK0YlOfb74BJATi4Rn4/bRpzUNVGAdls7NNl5u9yY3xic3hq85h+M/kTdT0bVmVZFnRD1NTIoAUAWODoKJXlxmmtuwFoETAqamgpJR1gTY8FrTXUCqBFrAF8WIkOh1Vg6Se0Hm6BonEyFUHrQdHVo/7EwtLZ7XFFeQd46XCxP/puTKfPovuOoD9DKYu0TohDdJWe4sFoCRI0yeURZedD+HgPwqXIUSzBICLrmuMTln2gH8uyYD2vWNFhdcFSg0dEYRRuwMkK/OYW1RzLwz3KzTv8s3/55zA0VKtZ38RJ3w2IzCyEdelKuS1MuGh0kYjuPAQxSH9tqOGt4RxdHPC6wD3iXQqp3d0tOCEAQIgNM36qUYnh8c0cOBvMVgrxQHY6LF1R6S55vMf9+19QSw3XAmu1KMYFqDGOpUTtlLZmVkqO84R0wCPt2r1FemkHGkbNEgdjMER0RjdJsNqCPYtbFxdtPplNwfgkWAQgAzGGbqhe4NVyX5CrR4qMTdNRyoVN+0M8z1BMvkWbbZDN9y+oTTJvP/GMc0DudNCuXftts50dKR9PKiQv+H065lCJMMsA6o+EW75J+355QzC+edtHCl9MwINJLBh4P9kPc8iPFsFlJy6UmIs+7Fe5Fqo25SN+/GcWgTI7ZiXFQfSBvoNSTyHtVEnSMSx7lEQTFIPgfUU5nWLD7Y0plZ5CGwjBZbT4wyw1rL1FiqV70E+3ONdmi1iK4MSeCDPWTWkAHB/e3+GHf/bPs/+KHNezXb6bGPvCLtZlwbKcInthUgxVoVMZFKCQjCwEw7qe4zooaOsK86hicVoq66kszPwzWCmoy2AKrUuJYnCnBYChnk6oNWqJLKeK0gFfFtRS8d2//hGl3gTiYuFC6E7yLkXKq9ZGGYXo9J5ljUeVUc/gxlA0ovgcPCrd+jTHeo+0YKsIJbOFMIc3CujJNWKGeloCNaihJNTbCluA0+07rK3jfP8BC91BkZrhycT58z/+Hksp8BKxKV1F4gCImyKCPgMtOJ1uAkVgfRstlYwvKjO9+BScJ9SnRNVY1VTpJAXTcQWkeqcSrCDY3h0oFkqeD4FUS4lYllJxc/MulYsRCxCcJmNFTGvyYu1r4n6ZtjGCXiAkLwT6bq96StZeblcyxC7spBf0e4dqzH3ZaGkHnZj2iqv3y7mO3GcuDDzKit9KLZJ/yu11KBibRY/ntdvpmJzs+/NeolDo+2kS9x2195EyMX+faZ8SvM/5Iff9ODonkZTpb1Ma5jrWMhi4CNn5qv+g1EegI1gkU2Nh3AXMUhh4ltsOYaqYhqUuQAdaXzf9jX8U+1CCMMkc3nowRDLWIdJHw5IuVIjykbDdr50BotHFTqF+YlpiWGlFwoPpqCw0gkKXkCPQioD4xc4ZJc3jY8D5Evoal+7Oiu9RQTbLxBeDlRoCHQW+GE6nU4x2EUKwhHsIgNxSaSHKz9AdUZTN0NrKVxExH7KLWe2dEnmUouaFc8zDVVBSmasLLWzUcHFx3kcqcTy7l0BFopDaDbw2FDvhxgyPH+6wnh8YcxLj2NoZxcTPMYIi43P0J7JIqOi5lKhMlo1r9bYpBtdYD6XYQn02Mkk0F1ypqESkYl+I5zQb9WGyGm6jglYHMhF0HKGZ9xaKh5fgBjnkT7gyIS92i49OT50vfPDrx1rgk/AOACnO1dh+lCGfhth1ZAS4ul2NH7H7/NT47H672l8hRjwo39nU2Umt+maI0se0u/UB/+n3/9e37sY3aa9DwXgJxPYUrJbKxm4yHrUjC2Ca7c9yXzx1/HPtU+A83tfN8O677/Hh5z9hzv1X4J9QGxFHgQKtkm9AueNegIU1K9q6hgBmXEKH6pU0lA6s6zlcKTYEVygvxgJh4SJJgWCWAaQP73+JAqkWbhr3EODQhqiL7TYncU+4hZX9ePczVO3UHHgUSyiRC0ApmxFMiVIYY2FYyimf3SzqkiynJcaJlrio0c0Czeg9MibEPpmKHaui1noKRURIkf5jYBV3Q7CBF3RWHI2YjMFZ4XDWzgADbZHuqRAgJM3KLIlAmjIjiER6pSjtNpSAm3c3Y55RSW1wLHyeukRGjNlAwk6VGTKM0enecRICUiN+ZMvY6eF+aY0vKpRZL+HuMAe6r3BXGmu4zgRpK15CfqPeGxUxKiqq+muGhrgg9UiWtB9rKfrL65IBVcoQzIAS16nLCafbd1knFlAgLd9bjqs+DLUgV+xHKRfjChu9ZT/fr+wHhz/Z6NHgjPlE630676kt6bnt6mP0I14R1xSuw5ubbd7DzPxqutLHd+Krtx++oovkPz5/yFdtr0PBAC6VAt9FDz8HuwGX1snH3PNA2bg49qkmRQAvI9vK4160QMLaWGg9d5aU7woKDDMcMO3VBXWJWhjyYpo81blDg5Z5BJOWxWA9rCPriHROmTaO8GcTFo/HpTVRCgmogp1SW+rj4yPWtoYLgsrItK0/28yibLtiKEJwr6hLlDIX10bEBkTWRiU9d2ZHrJHtoTEutYYw9GDRVOGuZamBWtDN5BxLoQgO4GY5ZbChTaIK/B0MRhT7pbdJQehg3Y2gN1eabZ4vSzRdfk53SCACVccbou5KMSguIZQhQcacWa2hMC3VoDRXzTNmW0xUZA6Emyfni94v/5ZOrgJxXkZpdQvulE7lVhVQQ1eqcOsMFh7MqukSZABrJJD0EYOEqf6IG1OK2VcDFaQeSm8MPgYlfLCzinQrNYedcNoinw53xY7gi5JpXZ3v7hs75wgoffrC+73vI859or1YXvszwaUfayQedUTnYMiBjcKW/Xjd7W59fEMwvnnbQ24znHmE0+0W15Obwk6R8N2kzetgZ7F8xGrdVFWdv7+icCT3gB8cJ+Uq+xxR+9/98CPe//wTcI4S3gvrdLS1AyUE0s3NDbkwAIdiDpSO6uk+gE31HyaB5yxulpkNHItiIi6KOIBR/3JYpMG+GD728+MHnO8/oP74Y4ylDTh3WIwSZvHFxu/twO3td3iwiIuItEz9RNRFoZSLJU246rKsjcLdEbwUHHEVHoON+wVTaA3BzWOripUBQZxVa7qPZtU33CoMLW2DnrvQ3VBQWKc2skgk3IzvWfTv4PsmCh5KQxHZOyB6bePY6EPyTkjBdcYmENHp3nE63USFV7PkhwCQriehJsg5qHtypkZ8Z4x70qMPIR3ZGiMAtNvg5XC0cFVI+Zkg7kS0IEBFaETPZ/aOoaRJEXMf2SgmSxZEggrnUiBnpQYT7um0SBfh3B0K1nCJ/jrG8H6+6ybjXrkAXiyARaJ2BYidFK4r51951s13RwiuTS6a/Ym7vm9B320A/7PG4LT35HjtD9F9nr7SN28/LDf47//Vv/0q9/ofv8pdXt5ej4KxbzZSVjcraP5bE1YzbZ6UT156i5QAsdnFvv1xpoB80xG8dxl09BSaIb6AmSBp7mMGMxlQraDXBad379DOP2cXtfeWsrA4pTPE3mBlQWuDYRPurDxZI0CzFCwA2npGlmWn1S1oPNALQ/eWrgYgAu4C+meeAIujxW0cfl7x+HCPdz/+OKW7csRm5RDYkjPFw8c1l4LVHIWZGcUNZwY5tvT3K6Ay4ie69/EMHoGqgbSAihLfslVCNYD3AqvGFMwob26GtMoL3S5ACKcingdIsZQ1ziDfFmm73VtWTO3riqUUnL3D0nqd0rI5GKMwHTNLiDBl/Rdlm1CYx/xhoKqIvVTiHQbzoNnu3rGgJvmU4il6ZK8G/fcmO2mQWRUPXg23jmoVvXZgDYLy1jj+KLAa16hSPmtD7xV1cXivRN6cgcB6Bt2Pc4zwf2cMRa3si7dI85WGVmP+dSJKeh+Frr5Yk/HOazE0M1SjYkklNNbWKEQHKX4vyMz4mPbcpRTLooyQw1iR/TUv5e/29ynF/VlF4lqbDIAAIdm/I2PuoL9HCk/R2D6nTB38Nqm+wxz7DbhI7tZH/M0bgvH62sUi2ysawHaS7Y6/UFDGD9vr2YEacA2/3B82mT1HysQ1BEPoxQVKM93Tpmd0Wtk3p1vc28/A9LiFfnRKxQis9AajFWdAWt6i8gYQBbicwsacNTtAQYnh0HA+2zSOxYC1NxqWsTN3KPgvAvUePnwIJZDPdZQ+LKRmi16ERlJg8HODLxWGQgTA0c9rIhBJte3y4RsF13DnRB9ofatUOCKqsvc2lBAADY3vhZB5rdnnvJ4QJlrvnQPSVNW2ONA64p+R8dJ7Y+l4bdxDoAAIdxOr1krxVGxJgXg+OJYsTy5SKjOL6qsewsWtZpl6d9UriefqfbhJKuJvVIPZnFJMIUxlhQwZ8Q4sAmR7M9KLkLq7B6YV76ZzSnpWVWXn0EkTXhigrGTjoFFviSoEWZnmYWHPYpxENFaxzTIa7I9DyfBSgpW2B4FaMRXnAzN+uMq0FJUma0KpPq+NaXO8BvI+vv37OSH81NY0lJVP77f6cJGt9xxSfASr7J7xpUjN/gFibDbQyGe/n1+7BYLx777Kvf6nr3KXl7fXp2AcLar9xJ1/n5SE/fmHAZ/7v6fzaGxe3vupdrTKp++kXOwVjUNkY+7bhXIFwApONzexeZPgSL5sIDZeMmtFFgGQvusQhuQgMEYXOJDACfkWFPynUuGDjpp9MsCbZ9BfWhVSQiQszPHLzz/hL/X7ExvKZvTm8SwF9eYGpVb0c0NRiqI5HtczynLKdyxBGTwIcVxYhhp7uXAaL194i4XjGW//VE9YSMpUiiVSML8imOdbFcIQKb9803IzYU5d1rPGGOkdlslaXs/rppaI3CIaoGIFXgZioRoeBcxqcXJddFGeFyI24rDokYFDgRrxKHHtznTkiO3gSqDMVWl6EZT11uhOMiwlgmbbepb+MNwdCIQrKt23DKyodHu5O3xtiSRogCMbxKDSwd7EeIHkZ3EMJAI2uEI8xyWuF4kk01hQGR4KuuJF5u1lxN58ieZXPl9TIHIJHK2Z6ZyntqYvYtS/8F7ZntiLc9w/tSsYhtbGqMRnXfartLv1EX/z928IxrdrVwTrBoF4TlFQewHqca19bJDoHEOx/eEy2PNF2SZP3j8QiOX2HZQJ4Ay2sEqibgO5FxzGjIilDI6MLu6F7D/IAElxSB6HSF8dC1mVP5PEicK3t2nBc8cO3oE43teHgON7j8yDIwvniXEo06ZUaglhUQrWtWGxUyATPixQI+mXGDEVVZAlyX3A6BJkCgottaKeTuSRmN7bRPM9g0z8Me6gFFkb1q+UgxGICo5dz+8GSVK415RJ0nvb1F8BbXeNdfceGSFNmRTxLouQA4v3kdkUREMcBrlAlDWkd6eaJCK9Mt5awhxAls2Oz9igTlFwTRV4e9Sw6Z6ZLsUtKNb5Ds/MYEp+DfdEoIYCwLqtfL9CnIREHXEkZIE5IJXrUio5UyyZbS/EkvQOGdz4PAXj4vyLyYOrayAPuRDQxjl3cL8DO+clvz95nu3m/gv20KsXtxeO6JEByGukkgFkRslrVy6AQDD+6ivFYPzPX+UuL2+vQ8G4InSe5MZI4XJFy5/PmRd3auTbMCVN2vx8RZmZFYdkA9wpE8BWoXhpZslVJYobojtQl1MEOMrItBKWnosHAzDrtBxjORp7VCgsvQ9q5lprVkItpWI9n4EeVNatKwV1Lo4lmdXpDgmhpiJckmG1FKyPj/n0kMC99tzAbrfLB4yURe+RQusRQyLyqgiEZAinU8iujYGmjzidbuDdUU+nrPlRimUA5VIXuBlubm5Y9KxkFkl0paP3SALReDvjP8yltExkWaZATEseDilwwd8R7gIhF2siB7yh/m8lUy/TYmMOr1nPImnx3oxC1NNFAcsOg9AGFpuDVDHmkAcK04TCWMyaiDeRrxujwqlZ3F9xEKybYlwLdamoHq6l3lc4GhVWiofuqAvrmpgUtDHfvTl6W2MsPYKXW49quEb22OTfEOOsWa6ydDl1B2rFcnMDQPFRGhOL9ZI6l1bJmH2f055EKg4k+qGg3+9fTxz/HMJw7fePOu+jjLWhbF8ce+38fWd2f+c68Fk1fuHe+g3bWwzGa2hcMSncPwJxUAbHDJ/l56PryHKdILbZGrrwgR79hmkj0wS/Yg48twA2KavHD6qtMbbJEml64oeI4DyyLHTxTnTSgat42chg6I7wsZsF2yWLTbmIn1iK25giGgGTIRw8har4JzQu/F4bd3e4dZQewYEua57P+dwGLkE4Crn16CPPXHuP4mJknYw02hAUtlRUWum1LoMDguNhIl6KlxjpvyaXQWcZeiBcSnxuBVWK+lrFP4ANbXGJi6IBcDKgxvutcB/KhIJv5xTU6I6Kdq0o5RTxCiY3GFM5V0ddMr8k3kX2h9wkFuiBsR8wi+BFntK9QfwZUQgtxoKOG8Q0GNVspe8l6lPGfClUEBo8SrP3yCSKZJ0aXCwWCkw7r0GM1SOdtLH4WXNPGvFmHSg1VBwzGCpuSsXaIq7I2a+genemVxe60KY9wIBq0Y9ip6l2jjN9NvhSuhjccj1+PoLxse1JQW+7GAh/JkX08nRuZWMNHyITV/bKFxt303U673eoI+33SR30EnRkMlSUSv0139OntO+/YhbJG4JxrU3CPj4caPw7wT/WRNmei0kReKGSMn1x8VmCa3TnGeTkI1sGil7rq/tUcsVQlgpfQ0kAwhXQ6MIwlExRlHKQGDp8u3m6MwYjSJM2dSMKe1YEYxPqn64g90QUmhqIgzYto9/fy1DULoo8AWPD2SBMdNmUgmJBYd76Chh5LDBS8DwzMwSbB5QOMMOGgZOlFlTGbZipj2VkNajPLsvd4ZkCs1Vm9QSpXHTRVpNLg8pWZHVMU2PaXAuprKOkOgt1MYYmg3LjtaGWmkG4mFAIIJSltbd0fUVOx8QD4WKoRT5bAC8h5HvvQQ+/qVJKpS2f3jPbYX6OdAUJwSFZliHqxaj6KhBjXZJREyQ1Y82ZFohYa8BilSRdrDIr4jH2X0qEGZiqGn0rHBfnPAiek6CdxzTtxGfSPaZ5xs5MCNsXFVpPIBHZnjGoUnYfZHBcsWvG75wD+XQuY2XXv6P7HxlnIoV74litsU2/9s/4nEKxu8CY8fzrtWsWbO/fYjBeSbumEV/ReHsWXpqOm8/zYeNtrmxjE5/vlaJz/u3AWtgjLAk5fyxUt7carm0yE7pTCrDUBQ+PZ2iXzch7A8w8ajgoAE7CTj0kxKwNx1V5lQRFzgBJByJ/sQ8vvFI/Z4vIN5sXg0jTWgLO6yOW23eYCb7yWefnO/i+8G9j9dcIHhSDpG4sSRFBjgZkymK8J9KF14I60aArDiJcJjEmkclKsi7VfAnPEyBKdkXFWiGNORU6CszO8SlEDJTtYCbr3hOlGI/MGAn3fBehdDKWxAJxUAyN8dkU47BONWFUDh1wFNK053x1DLcIr6TZPdQom4R5mYR23jg6zWducpWhAY2xJXwtzSyyTVS6ndc1IEm1OtNsxRYa9wSAM9YI8omsGlGEU3moAONttP48avuJ40TzxyqsLAiEz6msG+BBztblOvmCwioV+BhEfnmwj21Oembv2O1D86WeVC64PDaPqM87Q+1FTWs+96xxzf2zXChDH6NcXNkLk+BvqBmvvn3/FWMw/pevcpeXt9elYDzVDoTwEUqxQRt0nH6cV+SBUEur9Ejw83pHgaef7AOc+zMpOMfPjLQU333/Ix7v7yO6ftarkgfBpmcyuEWS4kipjU24Z9wA0hURZT8B9DaELDeUrj71jqaCXhDtNbdVN14rhMP9/Qf8+O4dLqrezs+WsOcYZ4Ph8f49rBRSRlfc3JzQ2ppWcV8ZDNkauq+opyhk5q2j1IJiUcq89/jbyGmRcRPuhO9tcH7Q9ZRkVIwdCA4Hziddg1kVicw46bwp9FzH9sHLkY/IR6/MVJFSBMR9goVdwZlO+TjmAQA+i0cgL4ZSnKm7ZbhxXHNXd1fcB4xelT69A4Pu4hLKPDcK8DEt1ZHCOeMo4BmjMjQ+PdpWqQzFAknLXvgfZ4Gyqjm92AgE7R3obRC9WaRvC/EIbhZEzBDJtIrZph9pFvgYy93K2yoJH9nm8zZpqc9J8d2+tBH8u73uY8DSI/vMNUY+bvtJAKy6O19kh3IdHn+t7Y1FXkfxPZpSAHKmvvZ2d37E7/7+//7W3fgm7fUoGPvJOTefAOEjuHE6Zw/J5SScFvq1AM7NapuViemihxN6tlKeaJuApPm6R4rQDpkZLoHIeJAlJ4i6G2F0uU2mugy6rxOmhg9bqNEqDkvZWFAKEF9Ep7WdiAXx1SjPfYYqh46MguhnKRXdgfP9PUtrX9kObBuYp+d3KS4g6RVmEirLe8T94tz13FArg1mpRK0ssAUHAwVHHyPdNMY3lJDKwmkcM02Hso2RyWBWgFkXsv/jEUV+ZcxWsd3ckzLiOXWYDRKkD3ENzXmfFJx85z0zY+BkVWXmUCoyMIiC01iQbp5r4PMDHqRsiWaEctGpWAChRCkeA876N7MYzUc30oarEJ50DNs8T44hEajCTKeIowB6URE0ZukUAN2i6m8hCReVY+NYWS6gqR6Jj0ec17CncrybitvH+bzGtev7cb927Eu+vrY/HrQErQ4ufYR8fJJysb/hx3x/7Vnmfe/imO3eeZRF9Brb18wi+V+/yl1e3l6PgnHUZkv8CMo7QDXiz601p2Nsf844YXNbMXJuAjqxE497Tf2gH5ePM9g6B1w87QT7603XTYganoGKvVF9oIbfxbxIRsshiAdXg3zaCbcbrVVjHIWQCDiJk0qCHtp6I5mAgg+Tlao9gcRVBY4Pd7/ks15sHvwu/fim92RwbzifH2HW0dYI9lzbymBGYGEWQmXRscIMDaOPX+Ok57USpExSDKILU6qjrKTuQS3uiDRHbwACTg/201Bq4Ey/BJWnPh6t1CUqkvINb6aayQQraaF3kDWU42lAvNOpvomqrwJiDPVRoA5Bz+1AMo7GBgyorLoUxIH68bX1CKAVmjDqoRocBdY6MyOJVvWeRGTBVxH065LKJa1P0pLrHWObZdMd5L7wPJ7/oPQyxiPdRB3diLStjlo5bzYpwoa6RMl3aP0WC7cJpFhgE0MQ4xh/a5prOn9K25/7IrKuZwXlUF6HCb/dZ/aXmPWapxCK/H5v7KSBdXnNy+5N575EAdoZdc77HXV6pJLH24khGEH9lyPx+tobD8ZraUeTTJ9xfYFERDlyol64TmYk40CQXwRt7u6zVy5SORhm6fzj5XfTb7KMZYke9mV//iTA4Y7TzQ1ubt/hw8NPFBTOTbun8Axrv+R9kuNg2jiyJHZRnZECR1iPHbE5ZybKQQyFOBc6XTNh5Xv+ZnDc/fQn3L//gNvvv8vnzE14fsYsFRoD+/6Pf4SvayofqmYaqYrqV4UbsNzcpDLhHsRTTmrzpS65EQmhSUrv3A9LjlEphpZKjjOIkyynzpgVzk1vnUGgILuk6tHME8YjixhS8ipdUYp96MM9hbGxe+8M1o3KpcmY6ozQhwMMgjVH1kmJ7I0y6BIcLDsvQec5d92MyAQP9EDH5I7QXAKA1tZExVKTxFBcIvUZHAPORQO8OZhaEy6lqaR7xnfw5UfmEwCLeJnmgUi1HgpAZen25RTkaHH8hMBVZeoU8cXl2s95hEkxhgRbPFLuIePB8OImgbj7biM8n7rmk0bKxQ60/fvKdect9ALA2u+luz769H6v3edCaTnqx/67pxSpVG7mw+JZZSgdnf+pyuDXaj8sN/ir/+qfJoJxzNrytduM5e0n6CR4NzC6victtATXfE2frjuz+21Uegn0aSXOgYD5+7ywEP5j9SMLTB0903TdjaUOjGvMvx9YAQnPe2zGjsIS64yWB0uBixrZHbUu6aMf15n+paBwKAivADYYJwMlAazST8t+uNgxlU1hhqVUWoDjHYrnwdcV6+PjQJSwUy60ofV5Aw6mTo2Ro0faZgUAT4KxsIrHey+1Iup3hCCfGRnT198iM0HzpmUhuBA6zQMRGDkFYdkXGKwsibaQCjekAAAgAElEQVRbAZUiCqjeg3fEAXhDtcq+T3qTKegyHrPFrgl4DwEtV4d7xiuoLHoI0kCTKpW5WuJ9r8qicaBiQgg04GaboNKR9KyxoXKo62ZWVoMXMpLmaIQS01JNGO9TVU9DAaECXi3njtwV8a5bpjln+ihK1nlJvpJa6PKqwTZbxGIaL8AMcV4JLKlPSFIUuYvBCJZbvapprfKVzVLqQvn9lDat48ycKgfb7V5gmm1v7THqMZF0zZodFiKzl+OHwh/bLQnANnNov0fO5+5Qh/wnB/ty3zpsR/vbrrOJpLonUlFy/5PyP/aqt/Z62+tCMK4pGTMUdqBkbM6drmHzb3tk5GBhb651BYE4Ot+m/z71XOr/YYor+7uBLGflCrEQjcGF7959hw8//TERj/TzU+j03lGmPilYLwmKADlCgsCqqyKE0jMNUBEppTim9YdkDJWVphYbfSgBtRYYGn754z/gxz//8/j+UIHc7ITw3nGqlorEdsjH+XWUIQXAGiU6JAabAsgomPk8c6EwblaKM4EHh0VlpdreerKTZlxGQDzwOW00jUqDcTxV1EzvUIM+hP3I4KilRHEvi0qqAnQ6gOW0hBtC4+50nSDekVJrxbAKAwt7heJdhMYoonfqS4IR+fXIOIpCI3ys4hT8PZXaWYo5eP0+5moGXE7KDKEzmEUVWcUARaJOuGB0T+99xAQZ4GiBiEzp2c5qtam4SH6ZRRC0XGbug7pE62onhPUK539f3K5CAwe/5VyZfpva5hJaH4bxoqZ08r0ecHiNK/d5sj2lrRz99hwys2/7vd5sutT4bjO/oFgh5L+/hXa3PuJv/u4tyPObNm1K4wvfTN6NsrD7vGflfHKxz9fVsUcKh08cAE9BfE9Bfp/QLqwOC8RDaYuQRn+6ZdEqm7ebzcIbGz24QXtuUmEQDSs+QwMgsiX5/Ef8hBSdhNVnTJkFubaZCAC848PdHZgWsRnXuG52NP70jsf7eyhI07sz5oMqjjMGJbQoWoWewqVYiWBOiy0pqoduXWiaTxEPEBZisJKGsiHFxYWSMOYlmax9cEJ074yd6BFVoXG26dl0X+3DPtxZMrk7lZ1GDpPWOhEp+pttosw2g3oIdBJdMegRNhA94xhKCez7uUpUBAwENQp6jNoeekWwQHjkVpGCNtxPcjtFam6p4c4YCthw98yquU2fhEg533Nkz3jOPfNBow5giz4psDSvZkxBzXweZI6ujtrbGNO8/JRVvZ3Xk+C9MJx2e9jhMfsrz12/rixcIBfPdnp/LblRnztOh7/gZkcKyMFef+1S3BkGErj797UrGuEi+Tdf5V6vzUXyKhSMCyEObDTbOGiy6DFZSFI+9grD0bX2WviVGX3x7QwDTt9ttquPXtkH95j7avNGOL6LDTWoloGwsNW3FEC0Js3ju3Xt5FLQHjs2dm8+NuMU8jG+sZFXrL4GMyY3/946WSE90zDRPdjK0TOAFKWgeEd7uCN7olHBmDIWnCqNh2V6f3eH+w93WGpFbCp9k8GgYN9BDjW4FcRaqliNHEYHg2J7zhcJ0nyXGsYy8VDk70AEhDqyBoboMHhIsZo3S9ccp4x4IOJSDJ8U2yp7HyyijoIFQMep3sQ4su8RuKs6Kp1xBqMqahKMuqdrzBHhD6ELbrM4ZlecIOp8Hotxd0fypjgRgkokx5kqHNeni5DKQKFCEeNi4ZqyiItRRdlZ+TEE4tLAPlgB0ACP64yidRjzDcAcwyQDP+c1K8ZGNtJKEGCrYOT6ile8EWCfspKdY3dosGxueGDg7PeoZ5WOow44/OD54hJzptf2nO31h7vlYrvc8VrEO+GeLCMvnyMv93T/n0I/phvNcXKZgQS6iL+wkfel2936lqb6Tdsh78Q0mQT/awJLodgrJdpI8/MR8rBbyIol0HeHys58vPq87/eXmuRHm8205c3QM2ixgsqEUiYj5TGyA9BHNkUx8Qnw8hgQfkH4qPsajJK9MyVwbRGTYHzm4F8OQebjegoiDOZuY9CnBJTj/PiA5d0t3CPj0HhBWc/ujvXhAY8PH7CUQm6DxqcfuAjmEaFFXih0+izwSXfuHUlHLZfR/CbNiBr0MvqTpF2hDjRvUXgNppAJCuuezxcbc2x8wazKd8Ln663lPAuf/Dwfx3sOltCC1lc+F6/v4XmvcHS+tCJhwNGpdAeku8IxXAx6XhV6Axjo6TnllDnVyQgb7zAQpBw1KhvRW8/MHzhTmhH3NA+URa43o/RXlokDcNK9N8ZchCLXI+uDynFk9DjWcwTtRkG1KIwmlASCi0zKbZST17yuqGJQvxSc0+hLkT1km31p2+8H899XTXQ7/gyJ0ct7jEJ517+TyyyUw765diocL3xO98u+JdEhjvZMxZSVMQZHzWbXyHSvi5tjY9TluPh2X3iN7YflBn/9lRCM/+2r3OXl7VUoGHvmzPnfkgFMIxsCwGTNY1jw0yy17Q02n7fKyvY6pv7o8Plae7TkSysXepYjy8VnhSv87hKsPi0ywfpWDWhIgVFp8dZS0XrUfVjPa1qEg6AyioApY8JQIv11Ja1z8YxhaAYKzzXdB6qXUctwo5xKwYe7X/Bntzf5niTgDEgL9eHDe5byHvZkgaExJTYUJ5nqgNVI1RX0vzADQoiP9yjItRjRkDRzLVAAq6SYZr0WC4E0KLGN31Vmf3SVPol5EvAEj/NEOCIjRKGRep+e83PmHBMHRL5mdLRGNw1faucN3QrHHBTGniyn5mNDV8wJXO6orZhyIN0MGUAHpIIQCqKTLK3oZlOl2TH/Cywq5dogbUPzqObbFECtobQk/HJmyARJmwNiQYUBzTgfmTrtjrqUUH7Js5F1Uli51xwwL5AvzKNuHVCBcydfi17/tNxmgSViM+yF98e0Q9Pfx96SN37iBqnx7VzD2g/MLtEEITvTd9o7oXGaft8fe9SF5x5xvv7mR2Csn+m7azeS8rJXmDQGwDAcZybPyZS8fv1X0O7WR/zuLQbj27XNIgI2EzIn3awN5987y+BIOB+slP399ot4o1Dsz5+UCj+6xqe2PbJCy3NEWGthxW/dgXq6wfn+PqFfcSYg5BwyLc/muAzPzbuQr8KY/lVYOnsIJU93QVkW0kIXuK9QPQ4ph2XRBsGzKXdLiWqlv/zj3+PdD99juXk3HhnaPBru734hk2NhTYo1hqQUWG9kDmUqIhlMMW1y3R3GrISlqkCa5M14Rg111q9hKXUV7grXUM13kQhavudwKDX1IUZeA05EZkIWpAjEaNKKHpCvUoc73UwqMS4yL7UIDCVxFqQI5nCjnpZ83+M5bawbHivUR8KmTAJBrg0p3eGi8MhkMdsp+7yOTzEVRBtQCpXgfmG8ZjYYpb2Qk57KvcZT4ybuFkQ/XLEYkXnS6fdzsq9G7FDUnYHJPcU1ZZbAkc9jhGFwaM58kXZNsF4xTI5Ygq9ea3fMBRqxV0j2dv6nIjQ42FKPniX/a9vnnfe5qX8XN9hdMxVB9/xLb+4Lmne/SvuaaapvCMZRmyZfcg9M32901CPF4aUQ5FO/75CNvN4RQvGllIp9m55blu9xAGts/suyYMW0mEVlDcYpZE0JXZ41MOZgv8Jo+1zs8R/pNBGzENTfRnPUao14BvbHncfTVRN+95VlySvKqaKtj/hw9x5/dvNuuKE87Pz7+w9o6zkpnTvRhTn1N5UCCqW07hnoWi3cGqWKU4LVRCW8qfwYn2mO6RDzpQRrzzFU0TClx2EIM2Xr5Ian6w/1LMu1I1JSaw0yML3TueQ5APJV0D1TwnVTWQitd09acWW0wGxDZKU5IHfWvImbtBEqobIAfer7PK/dqZx53M9MSNOUaimr0z1jSNyUgTMU5MGpsMt44jiLor4g3CwRpBvzY7zveF+DPj3mQylBWw9I8fYoBsg+aZz7tD7gQzwlGMMxm6bWx7fZ6t7vR34h4i/axs3wEgXgGQXmUBHIQ65ks20Ulc3Oe3z9HdJweL/nfjtSpq4oGTzg897TV25vCMa3bkIOtAmm9TktymtKwlOT+JqCsEc6jpCM/Ojb7/dWAq9xoQh8TpsW7faaFBY0s26++x73798DnQW14Nml3idYlMKo2sKYCdbiSIERG0kEekpoUqAXJ6dCGRauFdJnV3QqEp0IiKOje8dyOqEsC8pywlIMVivu//QP+O77dzjdfgdHCJLH+w/o58eRctpl6U/biWp+0PBtvedrKKUkv0CZAgIlRNyM8SEUVHp8D0WJA44IZAx3Q2XZ9uGGoPWejJVO61iCE3HREvdsrQ1BukvbhJV8f2KY1HM5n78jgh4lAEqpINDCrJpgLBUnRSlDUKfrAzPjZ4hOuWKEVCXrJvtp8IzrmFuhKyPo3x1z4TqlqypgVUpXxgZ1KRqMB0mkwknW0dN9IVZYKRQZ3Km1ZTZcerpGrru4e5FCaYP+/f79HdAarN4g1MctqpfLDsct7/XcHrT/7mCPGTfz8e+VPeWT23TuNdtLQbZxz6kfm+/LhGbywNQ5OgYvx9z9reJihuHOufZMz43f1OejQNUvbuh94fY1YzD+969yl5e316FgaFPsY3HtfW6bYMz5nGnz4RfHC3pqA7JWsOTBAlc/9tc8QE6+qHKxv8/+ucaBOJ1ugpZbv0uoAkCJ4LkIoltTqDifN8aVUgsRixD02wwGNcBhrAPBdETzTL9QmiKKwayiMEPAHahLIXoR7g4wI6QWx0+//3vcfP8Dvvv+Rzw+3kd8iBCXpoDAyd0TkEayicZXZJxsEZBaiCLILVQKXQ8pDEvuQlaU7GA5B1x/M9bDvVE5oQBlRVnfzSvnOBTYEPxFQjfeUXBsGJIsSdpEXsTzWEPwVBVRueu4YkDrcX+SYWUwpgXzaMROYCfUwD4jlIcMSFWtGh7XR5aRFLHhQsAG8QiXk1wpkjbDfekMzHULBSLiR4YLQ6iaecSWqHCdsooy1dUby797GhyFXCEOywDgNExoUauwXTxkTWHXHSiuyrZ2sbSeanOg+ebEg3ahjFwcsNubnrLu1bnPUDYOtqvRsjgiMJLHh6sK3pjKLYTMsghfrqld/5TlJaVixIrsFCoZkfOefjQOMj6z49EPn/v6yaPzddrd+Q3B+LZNkBs3GQDbRcVNcj+ZZ+XiSchv10ZA6cFx865zAP+lAj/1+4ulSR1tPkdWED/X5YTldMK5PUAIcELLUHYFUCuplZUxIGrswgVOOonWMtcxH9SZ2hkWJabI/Xj24rIYAVU8XZaFqEIHvMG6kQDMUPyM9f4n3J8fcfru++Fq6EqLBLx5kiCFkkFL1QqarxHMKWucQjPQmhVJ1Y14zu4rAyH54jqoSJTcoqoRFeEbNm24B9akaoVEsbGeGx1VkAg61SvYCyZE+ucI/BxxApWuEsW8uPo6U6iXKYaA/XL+5c4smVk2YYrk1/fTPBquBr5O17PQSWSF72WLhmVpmSnTB+icU6EMqW8R+1I2aENTunAxkryNWJeknEfMPWDEqBj7FK6vQEp68+A5IXKU/XQwE6lnuXdY3RjtKUivtWm/uZrmqeM272N34SfO22Z+SNl8RgF5pq/7dqFYaN+CTcHZ023d88/DK5rU2XHPfH/SCS6yXJB7aR7zkv7ruxz/L2bKfbX2w+kWf/WXXycG4w3BeKLNaXwbxQESnJP1uIfi5gsdoQzzMTM6Mt9vvoRO320eF6mpUo6+FIpxZFZdKFvqU8VST3hsHzL+QRKoQD72EImlVthKAiqnIpfWHctlV0NbFY/hYdnWEqRPS0VfpViQ40pdMcCs4nRzg2WpWFvDAgPKglqQRa46ABTD6fQO9fYmslO6ZZ9gDm8GVJq3AFM+9e48Sa5qrXg4P2LxgiQfsxpBh6SUdhKTmYbFyBlBEdZ7Z8EyjkNSTw8q5gzaJNq1RKRACktQCTJaxlKSjeMqAWrkCEFmCXOMk9NC2Sx0a0w2WjFDZ+yMu2fcxuAtifnXIHIuznmzEeS6U+BHcGMjIiAFJdCGuH7PY7v3HIMI3lTwJYU9FY1OorDktGp9xE1o3dV4FutOd4p0WgXjcgnoLWhs3akkk1ejdQS9fTxVXergRaklkKgy3GBmg0MjreujNbb7LuN4nkMljoyBo+Omz9tskM/YQZ5QRHTL7JL2PQZ772sqCc2oRuVvIijzfClMD7btfDq8V2oTMUZCUfPAnRG3vcBW0ckA6dwRXr/KcXd+xO/+3zcE49W0WZmQopFt/n7Weq8tsPn4cYPN7zZ/v7/vNQViZ6F8sUme0KFtn+/gvlYqbt/d4v1P7G8ZWn6ub1p0bSpbrij+eYOd/ezOdMwcC2WZEAnprFZZlhO8hIAMfSKqe5Ya1TwiXbQEslKj8NjN9z9C7gITCtB70narnkQKeO5oIo+KWI14zpvlBG0x4bIJ14Y4OUqpVAaQ7zL2shBOSUiVSqzuN4RQcmfwvbCK/bZ/Zhl3MAvJjIHIsfYhjNMKtPF8AOCDjjvuIvrs8a762mB1yY1aU6QmeZc24IGgDD84FcQhAZAixcOvPgd+yk2VbkXvOUbx6Own00m7x/sHAoGYs2WkjM1Bnwq2jXkfiqXm5zz1O/tdUHFuDYXjPLxoI4XdAKbBRmWW8/mM8+MZy3J7qay/oD0FcmyudSFdp+/3yNHuu/0xFwL412gue8RQLJTdtj7CW8P6+BgEZZlCXaIuzLLg5t339OUtl/09apvnGrwu1Oan/kzX2huP877HY3Ieferzf6X2w+kGf/2XXycG4//4Knd5eXuVCkZaZ3uY8ci631sNB1bClZtc78DeIpkViP09nrvPJ7TNgrq2gCksrJ4SLlbRSpmPMhxsYo00VrQEFYGeroFhqRmY/tlDOQjKZ6IMfDelLpGx0R0stZYCOyD+kkKilBLunJt3CDuZv0lodwBJSmVp8cIjYFTXHcGnMUg2F9cCIXHvLBAWG49oxSXUMz21ljHEEqkkmBqMTMjy4tl4UioB01xxaiDxPD0F+RB8xtiKicp7sgydYyW6bHRPP3nXXkxLP/tq2o/p0lidiNAkyDCeIw3GGSZAuEV6Vxl0XQ8ILhRwDOU62SqneS8+jXsnzfw8by1rhkjJTbp0RCE6cbUoRTuVuFSY4nkK58hWGR9z2B05hpHy2oKrZV4+2LYXrd5rwv8pJWC/L0zvJK91ZCgdWfafqmyQnyWugaR3zZTi7mjnM/r5AY93P6O3Fb21ESAOjLgoK+g/PKLUBbd/9s/RS0HpPd/UZmTdgTnGQhPYcHDc7vn3vxld0fOeLBTo40fkq7Y3BONbtz2i8JzAPpqE2mz237+gXZx3cL+LYNKv0Y6UCmBY3B5pmeH7rnzeWIy58UpQydpMqyEg4shEiA2iWIEtYIXLENJtJc+BBeRcCgM2lwVh+QYKUfm9CnlF/Y7wl5ey4HR7iySBgm+5utkfk9CR1ctnUObAXB9DQq03xi8gZSURFWO1TrkvSHG9cRMASf1tgKD33AAlPxQMBwlWGzwUzogFA4RhFAsAOYPo+pg7hRkt87sEgLIoPiD+rihoaJQLAWNLwYpxiH4axn2VMeIknhJqccFoy00/CasIXVsxrIxjcClMQKIYEuQ51t7zWoPbAhvisu6NipeTLj5Pntb5yCJxKsaiHY/snqHw6Tyf390GjQHMwo1WFlnLJA1jPItG46WCKW41Cf6dNZ1/PbFvjcd+5q4aI6OdMM0VoVV5iZ3CcfX2Cmji3LbOgGULY+Px7mecH96jnVegrUgiNHP0lQp+bwDX4f3PP8tywM0PP8KT3E1zwDcdyv11byRe2d/msbhAnGbU4gsadb9m++F0g7/+r98QjFfRQtDNe8ak2R6hB1PLSXz44+68p9CQ/TWe+luCAmPjera91BKZ7jMstYGmuAN1OaVRAiD9+RBcb2DgHQ+YOCHUhGS4BxxfaOm7NSy1BoNk7zjdnIhoTC6EMjIDQgiVdBNYqTi9u0WxJRknR8Ewlk8nt0OpJcpPsP5GS4UCWbK8Q2mYFEiZiktBXhAKT28J1Yf1XdDaGUnSw00wreIcDQo0jUtmflCupFWO2LSJFOkKIZSj6FkqLXpvCAEqhk5tk8YME8ckuPpQtETENTJhFPtAZlYU9OKowEgVTgGEoVBN0y1oy+PZm5AtUwyG8f4+YiUsMmuG8TtQHW9KfTWsnTTpqwq2tSnwWOhUjBHciX4NhdF7H3waChxOhdKy30LZGrN2ugf3RgSPcl7xykHA5lhVaRdbxcJ2f28a1+lGmJmN8ybrWX9ftBmRk8B1nyjmsTVgeDWbzh9WuiORiD268VybtapiKL3jwx//gPZ4z9iqBneD05WqtWIe5QPMENlcDmA9o3vDL3/3t7B37/AX/+2/Qay8JYOqxTAsQr4cz3zmXUbgfk+89vdWw8JmYr/S9oZgfOM2WBJplfbJupk01icViGttdx3dTxuL7vmcYnIRELq77rOoy2e2IwvAiwOtINwLgWIMCmAKP1p+AqONXBUB1/e0zIHYu2oJZKKgYHVZwLHllcqNA2QS5V28AzgxLbUGklJq5f8XJD+HUhR70H8rlVG1OuCe8Z2bqH0+c01BvB2KSnKtsnoI/VKib47ILCk1FDGmuYoaPUIthjKWkfAe1NfO4NNkODUdx2cRe6eCIj36dvYVFTZiESzmTXGklWdUBOL19LinHoyKhbuTD6Oi+QprodA1ujSKGVZ0LL2g28RvUUqiHc4XtV87cx2XUNbojjIqJWYA42IyvqG3QGb4nOBcAoCVgqmZUblYYWYovaJjjbqmvVOBsw387kBS0AdyJjeP3GKh+M1F3MD5GGRlhvN5HfNAgZ2OUL4K4GsflvvUnlyxG3RgUjT0eVacdlb7/NlK2fwexzPtnu97DsItHp9m2ZlBxE90+Bi90CSjYm4GX884f/iA8/1d9Ks3hJLbiGhG5pe7AUU7RwnlX/MDBa09wj90tHVFPYViGCjHtCde69hsLM7KkhCPeb/l75vAZirIVzN7XlF7QzBeQbP95731/uwFrkzmJyagPXfMXoO+cs4X1aOfWpS75g66IRjMuIOPAR8xWjaCAWW5Dyg8UIvYx2Mjb+tKZQFY24rTcopg0d5QrKAulfuCodzeQhZj9KnidPMu+QgcsX3Jcu99pHfOW3xY4Miy3qAwBgVSpKQKdWCfNVRd7g9kuXAaXZNFFqiD4jA6xO8wo0JON8ZUit23b9jYJ9cDM4PHG11VJD5Txgp8UmqpXHCSQ4PW+hlmhloKGgKZWdc1NmzvtPw9+Y2qWe7NQpA6wnUTfdRG7FSCRvaQlbEx63sFX1o+l1JNhTggryu1IKxUHidCsQIqi6CC1jO1t7sCeod2GAoD50Z3hKdv9C2xJQPEx6F31ltkwDiRi1F8a2ZJiGE+r+f8Zl5Zs2F/tU1IxRHEf3HubHwcKBxQT/Q90Yw5MyKfYSKz+hxZaiTRa+cHfPjD7yMmpZ1jzfXIzHELxtlclwmWDLQhqdl7KBaldPz9f/k/8a/+9b/F6fYdVHBxPxSXaIuUi3kE41ltOu8wU/Aj9si39m3bq1AwEhEALhclpok1H6em42aT9mPQhCv3jcXtBwvjSv+/UNtwgUx9vGAUBRBBfgElh6Wpnuu0KXec1mARRE+YWtaBFUNf14yh0EbdU9AbLeqK5XRCXQKpcPeMc6hLxenmlMqK7isnQrAsNvZXVT15jIeLXBke6a/n+A+SqClNbbYeU4jGOVkyXuOVzwooU2IWQNrVJIAiJdMGIk2lRjpBpC/79JuncI9MF59ehedwiExKY6PAWT2j9mJ3VkcFBa0zBsPG52SM4HUt54ECdcs4X++UghxGSve+5riqgJjmYc4zKkhSJKRcZOuB3kSor2X8hA/tDgpajUcZ7y9FN+euKwCBiNKY/3uq8kDJJISEwEyLZrwbKmdzkbnxZq63vTISJ0xjiTF1nP2cj7n4fK1NcyDvbNMcS/n7wp3maN8qhn4+4/z+Dq2dI9Dbpahy/sFCYUtWVoOK90UmkOavB7rlht5WtIcHeOvj/QxtfVLdn+jb0SNMpItjWLbj+1tRL+7Oj/jd3765SL5dO1qY15SEl2CEzyzqzfS+shmk0vPcBnHggvmcdkg0JuVihgkpdMwKltMJ6/pIAc7vWa68FJ0TV9cmUC1iGrx1LPWE8/qA4FyocANOp4rWO1o1nEpFWYLnIgwbJxLR4HAsy4J6c4OlLgDt9nrAuhrU2qR6HtIfsnnMiMRQRmVQpyNdP4a2tRxJyBGbo9wMg7Z7DKEnsjMQDY9DawSxJTspxFwatUjSPaI9L+fZeAa1SPddhzCH3pOUG6T7YXbVJcV19ldZHZXcE3OqKF058cYwiWmIkwNU/EJ5jECF3oJVVOXUV8ZAjNiUEC6FqcDoQiBi7jhLquvYjRXPx2viSnFPwS4FIJQ2voOCRB+igJtiNJBuksxwMozaMQKxWDnVvTPmYnrP8GSoRHfYYniSMfJKy7e6EYicjxvlZ2fkXDOWDpCMbJtzDr7bdOxA+OoUgAVwHUL7DI6Hn/6A89179Pa4MQzQR5VcpRJv0YWhmKL3yCI5NyJIj+HKuz1FyYBEt8az61TNiQuSrs2efzAe2wef9K094vN62w/Lm4vkm7bZOndMG/hrb/Mm+7F9fqEmn/cBRfEepXFEMN7Z4Dai/QMKB1SBc0SGWwQCWoAfEWvQUcqS8HQpBRG7Z/ju9h2wVPRz0I23vqLbyGqotUSGCItyudOv7xibVMLt8VkMkAWKESEyYI4iX3HGhsTfYa0ShXGllTq6URCa1JTYwMwHvB8GekFxBf71SCiwAhTC/NM7CT0kdkalVmaKJZAshTYhHjo3eSC6DxfM5KaQhe9meX4iGZgUiaxGOgieMjiQo9JI173UJbN+DKAiUZjpQkFChsygj7d85j37qzJzRPY12CX4oC6ez9nqpcvL9Y6BzNgxKlkUCFHvJizlUkI/1FyKKqkt+7C/zGkAACAASURBVCw68SjFjiz1rrUgK3vmDAmulDrcMlo+3se7+th2ZY1v+Cx03Pzv7vNAbqYU3kSGBjOtOy7utVdarj/LQIdEmmZwnO/eo53vUZ3ZSchs1RgjImIq3jfPQ2i9qe82lEcnknE+n3FLJd6AjDu5SMkFcm45NPd2CtrR2Ov+NrApXeu1t7v1Eb/72//yrbvxTdqrUDAu0ug+oemsF4rs+eaffE/d98Vox5doe8sRwOnmFo8fHsLiVlaCB5dF1npgR0OArKwPQusdHqREBUw3BVDJe1AL+rpiWQrW82OgBaWiloLT7Q2hBhXw4lhMVkbK/DSxAUjQqnw5MG2YsfUog0TEjq1HimwB6PsnBcZuA1PwV2ROKF1zVH6NMHif3EmRzaDCX4ObY6AWEeDYs/+RqRo9FgYR/aFSMwW57cmA8gwhUTbHlwiKbgg20WjxO1NjTXwhoYBshqB7cmlA4wRs6kGIBEyBhlKUelc2iTFYtDFLY7Bf9hZBoMBwUzW0EDgYhkHmPPQQ8yNAUWqHo4DBwOJCV2ppIZssImtEHpPOlFjVxCustTNFR0zzIN5Ba1FZFQDauk6L9RPaAbrqR78LQbEy5rSURxDdmNcCxnyVXjELzQtVIoU0Dr/v7qwA3BGrbMX9n/6E/nAP9xVrwBt85yticSIUkWKR2gtkdhAQykJfz2ShbWhthfeO8/kcCu/a8P6XX/DjX/yL7NJQSCblTLZRohdj/s1G5mYrTcVqVsqm738D7Q3BeA0tFyE+SVh/8nT7HKVAi+IradEZdb67Z11uaLjrd7oZkqDBYQoEJOS90MqMnaCiLAZWpgrrnVVSgwDJcF7PKbhuT7csnNai7ggoJA1ZS8JJJRwWWe4sMNJ1hy93fI6fDR2MaJfLIjdc3iMHYyKxMsDA1Fq6bcIyskB3HIAbuky21HhEGz6UCjizELLLUxCoI+uupNCklT6UCY/xZjS9LGxlYnQfbKOKUQhh2aIwXQtCsBg/pOISMji0mwqgV6E9gVy1DtRCFIGlZzfR/G2K1WEfUQqsDVKsWoP1VXwUZUo3lOrQPVgfe3cFzUDkZN1YeI4WueZLoDlDHBYiK2vr1NYc4H2txxzq7G9xpqPWoVB3HxZ347uZUZh0DQJZhdflMvkY5JAvYDaAhtybA2UnnIfo4YUCovMAunhGmLOE7xxXdHHWhVtkEtybvpZp/jvWh3s8vv8FHWtM99JijrQRhWTuMT5wiMRWxoInAmUAGmObIksoXHjhEvTH89iDd0bQ3L/5Geb9bM44uVAu9Kwm7V6XfwrJeT3tbn1LU/2mbZsD/htqCSNO8OWv2DYb2dyNKPYRlpsZrfwQfLkhdFnHjtMpKLZFhB0ZF4ZubQONK+gSYEyFGZbTAhRQuNXYzFitVRtUhyjHCaWmEkErWkoPIg1Tm62oqjN1tIegLoksOMmrgn2wYwDl3hvMO0u7xwZqIgcJCZSVc9NyF4rC/WuUL0dmaxhE+R2KS1bq1NhTgCFt81BijNkSWdkV5K+ILqQbQ1ZsLZXvTLVOLCqctoYuZIbxE26GQhZTh0McUo1CuVoofXOsjp4lU07pCgn6kDguYxlSqfPBZKosFnQ0DzRFJkFHEFmZs96MHjKvgRScVa4uKqTiW+vuMcdKoA21VqwKHKxMfSyc17xvoEUcT/FmUBNMPbyA7pIJVXrpggPnC7ARhKlwaR5fUfz314FcBhKwu0Pm+KpZkTkU1vp7tv5tiFvnOnq8u0N7fIg1USIdWjwqRpeWYnTCbZediefqPeIsqLi7d/R1JSIaaGbrjrWfkbu4b/s3uszU1wnVGwrW5fFjYDBpZoBcRPHT58BSX6e9IRjfuF1Mj9fiV3uuHy9BMK6hMZ8A8R0pF0AgGGVZAG9jA2MMQ60h4JbbCNCkIYgCQbhhzc4R9r0FM2epFbXWrFBZio1MECg7ZAt3FmVQKJCTMHgiBHQFzIrZUBMiXiTMJsYIZCrkJNiTppoKC//rDtYYMZTKvjktWyMOsRMUQLgaAAnVYR2l8uIOWJkqm3panTpP21wqEPxiBNr2zd+GIegMnhkiWSMFE7W7bovJagYwhYXE6BXB7D2RigJTGE4cldTqqu/Sczyy+JjplcZzzsF/ATgwldcMTbEfSUU9BK2yejLwFMjATRfhG9NYJSjFRto93HOqr2O1JN7UZXsLKUIfQlLImTHgmc9QyjLG7UVtnmP6uI+56NtD87ChlOQ82yENut78/YwA2P7YzX35n41Mjns1n8DMdcXDLz9FnIw7DJXHxrtLZca1mnX5uGdrU8Buc7pUHO3xHo/nFfXHH9E60Ps53Kfq3KwU6V+NieV/jvf9I2Ntcx1sr/3KlQvgLYvkrX3JdgBb/so3jEyDAvRzWIwGxUSIG6OEcJXw3ll58n9nYGgpKKeFfn8GLlogCk18GyDioM3LkIJRNTLyyTe1ELbQ8V44OwpgjTEQu8h/bShM1TTpIXlpbfgRg9LRowAYgg9Em6u5+uRbC1V7uc39JALAGxYpRa5jfOgajEWR0F1KRfMWDJMIwVMmIiKReDX04JlS3MfMEzKNj3z7yf/B/2flXDKaBmLVsggdMJBvIUfKalFaK2dEoAoSiLoB+yrlyepCREwuIGCV68fGO42bt/Dtl6jGK/ngPj8BOI/axnKPIFAKaRhrZ4CWd7z4Ugy9xbN4AbwByemhYnM5fuPfl7QhcLE1CMbCUWc36OJ+fufnjRgf18nvj+6R7gRkLM2IUeobga0gYqF95/sPoc9P6FNnXA0wlM2oxgv03cjoniJF6wD6eg6GVjLn9nNQwUcNHKRSuQlGn8YikZanjK6nEJvfYHsj2nprX7w5MODNffvUxTJdL+MCEEKr1gX9cQ3rrqmUMrcMUmgH9B6wfEPHsgSRVmVJc/Eg1KUyPdKHj9xYAI3C1LXxdwZiGsLKxyBsGq4jZOzBQC7m9FlkQKDiI6L0uiTRcGsk0yT/lzEc7ps6KE3ISXIxIAM3s/KpFAMqC1ZkAVLoTghLuk+INACMQ8CwUr21jdtYGTmpUGA8j/CLqCMzWeMq4iWlzSzIj3xk1gjidioI3ju8jmJzDmdlVQzlK91UoYCGi2a40DprUFTFXSCs1iG/+Lw2YkdCoSuZ+iwkqghl0Lsuw/KXghHuoYgdiX4ydbUb44Y9gaquKq+pUOqFQgsNKvAmgd5bsLUaszIqGWb3TJ5PtVy5G7QNFwJytsf1jg/RxtSkt1b6VA19tOmY3Es2lxpCeIOSUBnr73/B3T/+HdDW7I9Z1AZqFPRZUTcVpKEE9D5VOTbgvK7o7Yx+fsRqBbc//oD7D3foq8PLAjSldmM8+05RmJULGS0zOnHhbt5/PlI8fgPtDcF4a1+sDbZBbKzPL3Tx/DhS0Rqah8BBARZUuHX4ega6BZ7gDqse/lcndbYt6WrooYtg9Y7TzQ3rZVBYEDCI2/N4BneFxRwiZamVFmhEsG9pjT1LiQNIYZTyloqFe0e1hkjPZ1BiZsJwj+G2L6u7MuVVgs+WilUWunc4cyErn1PKRAo7MRPyTRUqEMGO6kORMqfq48MiFASeHB1EhSj0ElIXJ4cPdELWoRWDtZ6FpJTRoTkTWQEAlhoBj6lgxn/07FXC1UKRironTB3u4RpL4UGacTGnzuXhV8LiEnpOeHy2vr2vRKss37XqwsSLctQO9NIRJb0Bt84gW0OpHuzUVsiDQQXIFsCYqeIGYI1x7DHu6fjpHUb+c4Xs9F4og86As3Afn0nv7VOEk4TiJh1yJ/Dm35RmehQvtak/Mv27oRKff5sUiCSOm4Uw/063jVCNAtx/+DnqD3mB2Fyjvk1BhaFzUZdS4I2p6StdrDEphvIWNwLair42lB++gy0LfBWC4ui+BgqHOjaMvYIwoRq1zPvDNNa78w73z9+YkvHD6QZ//d+8IRhv7Yu0CRL8wle+gFhBe5TxErJYHUCpS2wOPY5qa0NkWthGeIC03707bpcFGagIHSOEgGEdZsE9oaclGtH6KPPeKfiK1UQMBmQdwY+d3BemmA2OXGSnBNTeJxheG2QR7E0FJtCFgkaCKLGvprUETGEYJW3szHpTNocTDbApPiQRjhBqTYG0+h7a3LHZ6FVnok/WYNQHQZYaH8yYwy0iJAMcERGNqWBXx7BW9V5qidiEzntGt4crJ2eOjzEcCp5nRkm6Zdhn752ZHMbYBsbB8HmzwBwRDEzPSbiLOI3x/gO36Xr/sHz/vQ0FCV0xKRLeln0S2gHE3OzuFFaxOmpdstR4sVCwKrYkZh/TNmt4hzzk5xlZzKUzW+6WY7s9SM+xl7R28Dnm7cV9OU/1nSHk++P7O6CLgGxkPMHDFVIt0DoF7yb3iQN9bQOV8o7WHW19wPrwgIfzGT/+i7/A/c+/xHsEYKXDVCSQ7stc00RU9uiD++7D/O/F/jKNxW7sfgvt7vyI3/0/bzwYb+0LNNt9/pJKxgXsanQUlIql1hQ+BQYvhQIr3CWLCm9RqGutVqZxLkudAvxkOQGD0juepa8t0xmTEpwC2ch6megAyaM3VNUQ74M2vJ5CKC41UjhLCg6H+RS4h7G3AkheiHjA/E8gIEkfzfiQjNQcbybzP1KYzQFvQLB/2qh6DUxUxrw6A2FV1yUEaUuWRJdy4YqLSbswgxblhzcTSuPJLVH4d7J4lgjTbSxUBRv7rxQV1Y1x78wG0aAJgREipOqtMZrhpYkxDX6MUWgMfIdD+E9uLqeSUQuVMqJBxiwmEBGJ187+ToI/lauRASUG1lRQhKrwXRrdJ1ZC6RpzLca/1iVBq09uF+iCz9Pn4HdcRTiuXveZ+0emysH5sUhHMwth3ztqibToYD011LJgXc+oFpkf3Z21bqgsMhbLPbKl9Nl5vfN6BpYF6+MZ54cHlTuCapM454/I7qKLB2Mz9fVJpWGv0P2GlIq5BYLx332Ve70hGP8/b3tI7wjeO0IiPueOyXBpltkjhRTSZVkgsSkLRkGCN9/d0q8+71VGW6nDuyUq0RoRBwlU+vhFLmUUIpXl4gst+L6yNLhJKMdGNiyv2LC990yJlFIhQQ3+HX71Uf45gyK16XfENcqw7FIwycLihpnZCe6w3gN18Z4U1ooBmQm30rofZiqAcD3xVYTlbzFWy+nE+Am+J9CqLgiBYZ6l6GGiap6CXqcNtfE9GVNb9Z5MBeA0nuboJKrSQJkseAvEwTGs1RTKretNJILV9R6yPg3jLFxF4oaiKqQm7hWl0YVINCDRNfn2B4GXfO+K4RjuIqoKiT4ER0goOIWZJsqcgSPjXSKVdyBALkUPn6DwzwhFvvfJ1bE/XGt7b5nPv23arMry/3qXea6NfzSQ+fVs+Ue478OHu7ibA4Ya4+RUeEtF7xH8rGcyONq5UTmhkkGiN28dbT3jvDZ0K/j+z/4Mv/x8BzSgk5K89HhzrZ+Dk8envh6hPnsXiFm6DLdDEs+0Gf84cDyv+8e/06/c3hCMt/bF2kvUhi+nXCB391rD/VGqfMARR6CNP7NEKOyD9tslJmAGtOZYTgt6MmzGxrE2y3UdT8h4iRrXKBZ+3ErLeaTFWaQXOiMz5MZAuARSKXIFXY5AQqMwAkZqo+7uQBI5DTrj4Q/OTBnfBpGmcsNjwmI3dCsoqvzZC9lQO2opWEVExQ0uUkzFJwGIC0RBrLVGXQaUgqacQWhekAvD6IrpQjtmK5d99AjGFBKy1CXcTTrEVNwOkZIrgTTVohHBl7JVwhqlwueeCg1UfyX7MbQG1ZcYqZbc2GlRJ8cH4zpgoIITArVgZLJIEVG2jRQaIypRasG6BryRa4RIxrIsAcmTbC1ljZTmGtwnQUfrwBqxRkAoYRqHj7aCp7iBfIhZ6dgdu1Eu9pc6XPe+OUJf5Vjp+1QspEjuhHJerqM9PITSzK8qXXAFSARwpfuk9OBagY3g3tBNO/eNlUhGw7KEUtLXlnEyViq6FLnWgYpJEUIibpvxSmtmjEjGmIwFOz33lfYbUC6ANwTjrf1Gm5ADLdNwl0eshSy2yDBjXD/X7kJkoCDiHTqVh7qUqcBUkOKYIQIv3VCSvbqjLkEMlVai9r2pXzw0U0Vj3wnhDSPG4j3dLXN2Qil14xIARmYAoJRYAFAcg7IXkBtcykSlvNrQQ1wEn74ybkMQ9ArgBPeI60AxVCdtNZ8tEYcOAGcAJZQ5M3RfgRqWoJGQIBCmnv0OpGMW+tv4AMV/aGyWytiYzggSjo2YOgKcCOHTPdIGpeQBJOHqYhCdakvkADENlAqomD2lqykQE0CmODa6QBRjUwvgxWBJS46M9ZtnrIRGujIQOlEGyxJiV6qvu8e89KmgWRbwG6iEiqnVYqhW8Mj5Fe9JyuUnKvZ7iH7+d/rtIrBzcpNsrkHIReLRJjRByiN2c2JWcMSzkTrH+IDeG9bHB6AaSos7NCFOqUgzUHupEdiJ0As8USVPRC+6IR4aw+P9A8xXwEJ0tMZYKxHK6fE0BzR+s5Jx8O8he+n83R4BeUrxeGUtskjeEIy39ms0LgZBgds2wZ2fdnFehb5qXdWjeFnC4vyhEkJWAS2R7yTjZrH4G2Ftyd2B5F7oFHxTdoVLyMRvI/VsizL0Lku1Q9UzB1/BSJmb61bwYcICVT2OfEaOn+SZM48/4zbGyIpQSta5A1BtkUx3JZrh+Xwt++MGWI2AWVVKDTpxxilgBKCWWrKGRwi9NtxJxfKa8Qw0U+nMDqXJ0c8tyNGWioWQdrqDLDggvEcmwEIB73Cyni4RnJnjKSSI49mdfnkhOfya14+YG86qFkpptQKrQWMevAhh8Wb6KaQ4Knh3ZJ3sycvMpBQN5Sage8Xm1ESuJHNn0GCwk47rS8nO31vHwv7WWlGMNXo+FsHYKxZHysLU5IbcKAw878J1Ms3PJJUzXiO0yFxrNs3mPHt6lmTIhOPhl5+xPt7nniC0R7BIy8DYUC6sDLZOKUmab46O3hUwa/jw4Z7MqpUKc8lnst7x+HCP23ffXY7zfsxnJOPauD73nrjHSMF8ze2fchZJef6Qt/YpbbMRPHnEF1geWpcAgyELA7hExhNppQDS0gikNQIeDR2nxVgkSSmUHa2vpHMuFFRUPRTE6FExNCzHKAGfWSo+fOKY9o9icZ/YyCIlMq34OYuPkGlYtj4Ui+6UjeOhE9Wfx0J9McDR0Xqk4LW+wvs6lDIPyy5OlcnueaHBCxCCsVbVXmlwb5EZIqpMI6GXl/i31FRulF0hhSViTkCIOx6gtUbSI/JReARqhvJgLGQ2A+dlIDbAYFilq8J7J324MaOCLhKM+ibdHb21REAUhBqoVHzX3LGuWwTHDLApXTcQli1Vk+//oqLZW4cKqLXWxvjy9zkwMFk7Y/KGcmeBUgDkt+D1AzEpwFIHAsBnLFSIPqrNVvdeCB4eft1FcukeoXS0/TF2MY8B5DjbfD7/ia45Chzrw4fIHiFfiIJ3vcfvcKJbpIVPd5Mo3Hkvc4evLeNp4B2lDMIth3hg4lZuQDuvw81xbZw0ppMS4Xq+fLShnPn0ea90jFX61l5re1UIxsae/1Iw2DeA0+bn2GMUI9Br6N6ztXeJclxv85Fzdpiiwg2GupxgANbWE3qXf16xlrBwnKoPPm1ksqBcCsO84TtvWuS+EAmTQemcKv88YGGlik6briwRZRoAG3ImIUADddHGaalIbLeb2XLuWSclYiQinVfZGbkBT1qa0JREYBCCrLdOqJ4CmFYeag1gnwWjHOq2bzdcdyp1sjrVh+h7oYbVI2cTZakw8hPUOtE8T5VXNxYxlaMu4UEyK23gMUwKCu45ZGYiMnMqizFGa1vD1aYMEqEiivOxMRdSJ+M728RYcL4nSsJrBnfGQGhKsVEh1T3JwDLQtBj6inTZKHhXferuQG9YasVyc4t+fuT649tNVtCXtGmOq+V8PIgPyDTN4wDQXOPz+vftb/rraAe4JO3j1UxzrgC+4nx/H1lejaNvY701IWaI+kOd8UVCpyw0vWluA1KmO5VxgGgnuTUaDNVjfjx8eJ/px5eohf4z74zgXPFx/G7sLmqxHCFAr7y9BXl+46ZpZ1cm2W+pHSwhYPpua8nk1hd/fbKPGKx1xsjxUrImSER3+7TeY7OW5Ru+2OireAzMQmGoZrGZz5afxcbWGdBhFGISXrARx2EwBjGSTKkjBUJaw32+NAmbQnrE+HSVXZNi4QAGHwYg4Rn9kSsmSZ8g6yg2vYz3yO99GnsniViFaoZI4+m9M75F/YyNuZYCsxows1JoqWiE0sRn9wGRSwExYMQ7RO9xbi3dTKIRr7UMa4/K0SxwFN+ikuuKiwHRjMgCIhlZurKUEdISQjeL1Nd1XQGEi0zzIucZPDk20uJ2vVc+/+69zNZpKLQWApBKQqTc+lC0zFLJg5UQmEnShpTtxVS6Pvog/UtrMIJjTxiRGkS/PmadcZz3z3FsuEhpGMbD+MU2/6rNysVW0dABPv5NBXucO2AQJ5OsYnqMGRZDrRkppLG+1cNOV4kT5ZNiLzRtbGrxfSOpmuJ1VNfofD6PFzT1OYfG56E/OEbjevT8+5aGx5fMyPt12g/LW5DnN2376eEYm9Rnt6+urFyqGPsl8MUXhSH8vjAW+ip5h9hP9bnAoIqZPqzJeYi6oiA73CMwsjcKORfj3worC9I3QZeHLN3CzUpIgvzSwcVIY57ZFB1hGVVDxnUAGFkf07DKyi4mHo5Rwn2gIvj/2HubWNuSK03oWxH7nPt+Mp22s1yucrlagARzpCozbAYN1AiGINQSEjBBYsQM0QKpQQjBiAEDWqgkRiAx60FDUyAYonIhRjBCSF2Uiyr/pJ2Z775379k7YjFY37ci9jnnvvcy0868ab9tOd+95+6zd+zYEWt96+9bKWAHuRLt2C5vTFjImdTYtkH4RaKtIl3hndZhQykIMCHw4PFT5lLwXk4B3L3RBT28QDqnkwCtiKhK9+uD56KRvyJyVjTdltfL+7lHIiuAjHp65Gk4O2IKRJTlALij3Z84XxaAqHesvU1roaOUQyQAs2ogpm1wJcS7KjmG4O8goNQ7rAWtRUWOVn7mAYHlt/HYBHKeurvWEjknHnkgW4ZyQIXVSTDnKLWitTUVXyd3h+a1kicGeIMH4wEQ4Wd/v2TqvGZW7I83gRQ7837kHO9kmEAShDaZ0Ntwd/vpWLcQGCwTgIxcDZfrsuu9ISqf3NOLqHRbXaf1Hmund5xOPd+XG4m7YNjWNUBOXcaYEyieSbzp8+EZ2udO6e97UCWso6d83OACeOfBeBzHbHV9DRbNQ8c89mGZvPmcL3pUK7Al4tFUrzBbgN4jUm8V3lUNYijeM1YvUqTCfg2AYVkOaC3ir3JgyMqJ+nNavuY74WtmSRkcjAQk2+pTFYB7/t9KoVdZ3T+phByADV6FwoTTzC9wXtlCuKoqI8bJjH4DBaoBviFuVNDbhrosgAepVBFosCUAmHeOuqDD4H2NpE4ncRGBnGRcZxWLqQlbsQBQEocOlkxKZBtqDWXX2uAJSatSipFzafUQsXCLRzDNZ2FPEQBeK4ylxb33cI1HCUh4WhbxetCSXwpzKGKUHdEyHoZI7oRhg6M6w0r0AFgnT4osWI94f+T6VEQvmnhsq0EFLoIx0a9bMXKHBCjJwhMzVOhegNznoQupSKMsiQZIKEkrkXwblTyA5zuKRMblyRGlLCFZLjTYA8fkuQDO9vAMylNB+oPYYnhUBiV7gG/xiewTQBMsi1pcyteZQKoriAreHb5tWE93AeQ7YL6h14rSO3p2mi3oaMy1ivBgtm6nN0LkWQluyDtjrQNGNmDvgIlxN3ridEPcg+0DZNg8BNguQh7ymlxM3gBZ117dpa/o8R3PD0f84HcfjwfDzP4IwH+OKB76r9z9Pzn7+78D4N9ElNT9BMC/7u7/iH/71wD8HZ76H7n7f/26ez0KgCGPhZyIv/Rr/1Kv+Pb3u74lzs+X5f05R8kdJisi4qMEA96CbwEG0MNQEaWsUT8SCrNYgdXIw3ACDpXXVytIrs0ertTiXb6IED6SEfy58RrxTAIacb4oiFFrlH766N0SnTyBYvwGu2aWWlnHT6vePZtXde9I6i2CDvMo5dSoDEBPwUwK5B4CEuapnByNeQfRSdbNYd5DkHeHF4dROKv5GqAmcJNXQjJUK7pYCnJ9t/eSTJ8OCvQ0PZ3ABwRHbaySXqLXDAxo9AyZq9Yzygsh5s8tE00bPT6NpEsVhbToke+xANjcqbBFNW7JnCkFBwFICvxiC7yITp7jimlNVk+VifYuV/ywPiO/AtjkWDM+p8I507awYvBGn4l627AjaFFCM8LL1D1yCupSg0q/TOP7DHvN+T52rnuf9rVPi396piHLhvW960XC9ZHgYlK+I69lVDpJ+c5ejXgfBcWAdTvB2xagtjgAgouAowHaofCbErbp1ZCHq4+AijyG4dVQzkuB28a8pcopGEndbSqtzdnaAYkx93qW9MTsJn2a38mDcenNeTsZ+1Uft+sJf/qXj8ODYeGC/S8A/HMA/gLAD83s77v7/zWd9n8A+AN3f2lm/xaA/xTAv2xm3wbwHwD4A8SK/9/53Z8/dL9HATAu3F9nP3/djjH2aTPJWYC9gMkN/bnuE0q4tQ3burJyBCnsdQ+NyTFbQREzz94e8GxTDiCz/LsPym5180wfk9l4WJeVMSw5xc0ppfnQltaNLOO2brTig958zF98p/eWgl4EXVIqQBCERVgoFKHBMklNJbQh50adf3hJWjR6snjeUkt4goqE66jPD69EZwRijsnvQx8ac4SKairnsFjH3+GDZCxMdHkBRqnjSLOz6dzGr1iCq9YaLT2FsaR0l7i1jxwNsZZqDPBYKtsZZXfG4WG5FvS3SPgDu592eouMLKoqzx0VCUM5xnqJuqWeQKNLz0xv3fjcuraOEWqL5wsCrR5ll314kwDD4Xicql84k/aaEMk5+/uGEAAAIABJREFUkDg/zq3uq3kYc1jjmuIc50kCXP4NGu2Vz+ZzI3dlW+/x6tNfwNo2wJsTDJO0bexRpCdQ9PHdN1ZJ+XjXAhSsnuJmwqjM0n3oHYVjWzdsveFoh4fnbnr6i9yLOewxzfU1T8gImzx+LfHIPBg/APB/u/v/AwBm9t8C+JcAJMBw9/9lOv9/A/C3+fO/AOBP3P0jfvdPAPwRgP/moZs9CoChwx74+WJjf85rfq7jqhB5u/vtwZK2wzWh8XlHyWt6B1wued5z6uUBR1aVSMGr6yNcQtsz72W2PpRYSb1KBkveV8La99UEJquX49jPSSCtvHcpWfM/LBf+kb/OLlJZ1jEYDTO0pMs7woew+fsdcExhmkxcZAZ+2StSM4NgmFzbwX0RBFuO1IpQuCeTMRWuUcjPZnCRX6KQBXhBWBV/QsTEy7Lky+hd7e6RnBExfE8dMoy+mINtWwOoeElStCZwMuUzSFk4x+HFuF58t/SVIKrxoLNcldVFYLzfQO6Q5LYocCswG5UqAtZKTB2DH+AiAEEZoQUqSlX9zBwYneW8ISvivA6D1YV7ofKerznOwcWF1yL/8PBnwAWu+KxS6MEcrZSD/I8F1Grr/bR2pzXHPSLv4ajKGpcUV44xl6OXit42rQi60UruLSuAlY2Muw6ATL2lovWO3rbd/te4dx467QET4MTIudN7znARRpXJBAAfP6wYx2PyYAD4PQBz7/i/APDPvOb8fwPAf/+a7/7e6272qADGg8fnABa/vFtfLxt743EWN/zCoZDrowMQlmxvGxUdZQLIycA7Bi10uKqLWoMzhltE+4xRITDzGxiQIZGh9TEEHSahOMdL4oGTTjoNEzfA5IkIRSS3e2uRXmYEH6YkxSCWoCE1VwNMZXGRhTm8He4oPiohCm+t5SQCqjLJ7dnLkLUwVNjh4q+72RglsgJ7mmvPcYDgrnl0sZyxlHuPnAcJVPdQxsXg28ZKFgpWA6w72sbYvXtWUaQuFNGY1m2PVtq9Ret6UZXne5nONYJOXSu7qeZ64BxN5aVA9Kmxyr4Qxrk35NqJ73cmbPYYU1rKltPnArtcd2puJwC8a3bXAS+e62zgN3pyjMm2S0Fjp1bP4NH1I5f0fHxG2fPWCdwpHy7Pz9/PcxbyZ0xb0XH/8gXQVvKgUGmzbDaqST2Bn2BI7y3LvHvvkc/DLre2VIJNA0pUSKEUAAUowOF4hJ+2qCQzDShAcVMfnP2k5DsZ1sUwUl47TXkNH0DFzufrcR/hwfjSiLZ+y8z+bPro77n73/s81zKzv40Ih/zNzzuerwfA+AIejC9869f8zR/4eyoW/W6y3D+bN+TNY6M7fevMxqcw9ugxEFpj5CXIkolxhEKwyrBBMdTOksMUep4Cf3448R9kdYjPysLpVvW07oFIIO1MqrRMEEOUK7oxfmuoxdFVvYIe1NMwRE5g0BKrhFQt4SPR1GX6BrAwems49KImabSGRb7k4gGgq7+yuZIIvmaLW9axTWGl7OcBIx03nRKYhCcV7kzfDQslva4NZp0JjLIuO6wbSo3ExDLNqwCUJzCyXdv0YiUbiZktcN/o9ZAnQP1b+LpYtaKKHCtzUaehdB9Kic+aQASca66L7KRLL44haOgFdMzorFFWJ9fHqAzh9dMb0nPL5PgMERa0hmqH7DHiAlpcS2YFi5JJzeFG9tHXHPN+nnepkpF3yp7vFXwXCk/NRaH7a58ZGPzuQ+XW8znxY9/JEHnFChx+OiVgm7HHYNuNXCYvyPdpVpLkTJ5KmDNBWp6JLe8fgDKqiWop2XRPN21dtH0qQ5/3zPwsPgY5zcvumPdNfjQ8F/vqmr2X7TEet+sJP/zyPBg/dfc/eM3ffwRgRjvf52e7w8z+FoB/D8DfdPf76bv/7Nl3/9fXDebrATC+yhX0GlBwAS7OXOEXFtEDFssXGh4UtuAwJ0rkzIfYbXLPElLAMmZrk7DI7whsTDwY7hhBcyr58aVOxcJfi7LtDa1vmK3HUG46MS7R5aJ3ZdiDyXoiC9LYAaiD6VT3Pyo79pUJ8OHB6D7yEYAQlqPLJJVooyJLD0YoN2fFgqY1/u2pwEdDNb4CVYzSoqyzgpussah2GCAtO8bypbbW0oOAWqY+LKR/R1SD1Fqi5HZ+l1PvESOVuei+57LJNis5/Wvio5AynLwvXGOmgQrIMek0e8ZMlqrKW4EAGjCwisiCqM00d0IlsUak9KRUAnOWBBww8moUeSocQEPvFmGnzqTfqy6K6XAncdV02NluPXPVx9PvZcSVnX+x50eC43zpaZ9dkRMRxtTPMS/tdA/0xmupLDzGmfwnMQB6EUYlE2yUkgPj2TP3pRTuBQYL6QIsS8VNKbh9dQK8o/VB6tbWAUo0pxe/J7qdANQ1uTjP/QTukmclL/e4fRjPD0f84HtfTg7G//zmU34I4J80s38cARj+FQD/6nyCmf3TAP5LAH/k7j+e/vQPAfzHZvYt/v7PA/h3X3ezrwfA+CqPzwJu5PLntpgcgZPlesVSwQMb7C2P7n3wVyhjH1Mjsi6Q4NkbBLQS0ZGfNVr15wLzHKfkeNU9zcmPwTyBEFZITgeAwo1WZhcPgutK8ezGihczZ1TA0MUf7iJgGomQAHZldmNeh1IT4BC4gNNRXkpWVQQ2Ep+G3hG9BCUy7kdrcSRQdBCYebj85f1Q58rZoi3QmOPfmqWx4cHZlSRiqt6Aql1C6S5WsjlYKcYAkaU3Jdu5G5Nj+Y7aRkpud8bRlRBaed5O0413PLF4RqJrzJW8GHrXUeY8Sol9UiDuIKE8fxewSZQmMGx6fI41XyXmaofAH/RM5NoJMNtBb5ALTHag1Dh/cs1fPc5DEhr8A/++NlfiDXLDrijZ3d+n68732f3sjrYxuVvTCUxEZ8g17cyZ6OmiUQUJ9xHnZuyjwC3FSvYvKaj5HpO11iPV1Filc3d/h0Gmdx005Ht/4HlfM2n5b5KJPXJwATAH40ePIwfD3Tcz+7cRYKEC+GN3/z/N7O8C+DN3//sA/jMA7wH47zi/f+7u/6K7f2Rm/yECpADA31XC50PHbwTAeINY+aUe6QA4/3neCNdk0hcYYdvWLAQFpIuGYg8rm8ouLUG6RTMn0vbei0lipWJImaBrDYt90EDLwpWF4UMuYIRTbFIy4q8oE424YvhOZZbnm3Ii4v7q2eFMVtPEDyAj13yfxoHwvuh6DB9k5Q3JABKvYQAkJ621EjL7NK+d8y4q7QjjMHluKsc1jOZwAZbI2tm3mDcfyaqlRO8TgZMOElA54+ps++4zAsylNJFglclS7UgQl+OAAA2vo4ohH16HqHQhqVVyOlhqMjU6i+69yCqYoVSQAEzDTW+ITwCO9425ANzGXKmEVomq3tirRWBaYAwMIbXIwxgA6gFpcOaV2Cn+B4DAHgRMV52AzLVwydV7zB9jb6gM7o5pjwPwvuH08kV8h3lMjZ6gnid5ejuU/xKAg48soIl4t0EzP3G8QHhg7JfY24bjYcFp3QCQ1v1ouP34F1g//A4Ox+N+PnMurs/GWxlY6YkLGeAPzN9jOx6ZBwPu/g8A/IOzz/796ee/9Zrv/jGAP37b8fxGAIx52f6qwUYueVnuZ5tgjjl+0VBJJmB2D01YawqCMgm4wnj2bO3J6hllnOfC1TBi4sbkQT6h3LClYgARfmeS4zsPgXu2i89bgMICoYzGOAQmqPTkWrdIUM2yWRvWtWPE6YOUS8CGnBIMYTj2yZ8WL4LhBXkq+lBYkCIfYYnChDjF3iMnZAIhzooUq5k/cfGuncqanoC8j6YyJicBYVGSHQesnBNVD8wVEjb9V+9lJnWKSyvHwdhLxrMVe36N/2ptZFt192mOQ6GbwAtUnmwj5CHnmp5PCnu6NqsduVYA5WCkkir7MFRnpc6KLdd67x1LmRv9gWPy9KY9qJR2BsCZJyP3A/Lzc4X40E5+W4U6g4r5Pe3GYPvvOzzarWsPdZ+CkORCsak0m8/h2bQQA4SztFleP5U6d+bSYALq0Tm4YqkF3dnbh31kTqd73N+9wnJzw+oPjeRy3s+B1GtBxjnI2wHAxw00HlkVyZd6/EYAjHT5/qoRr5SJDWtR2+faZvrCt2MhpZgj4pYNIt3QHTqFy0ImxU4qa+B8zzrlaKj8VGjpbVB8l31XJw9GkFdFd1WJSLijuMPFXzwpFAkrANioAHZayD3dt0rai2z4jggrR9kjb446gYuM87usHQzPjWafHBJd5akCRAQ3rY1GZ/H9qdIjHoSeC6AyyTJwWA2yrmIpMDtAq1tYawJ6u+6hAfzqUoOwjOyqCgk4GoInZzQNaxaWqxfLXjQw5UaM/Jh0h3MKMh/CyQNiAlJGANXG6nKFviL0VgvbdXNtmEd8vncleIYSssz30HP3aI4FG6Rfxu6oywKfrhlJqkHStiyH9DAp6AQ4w4CsjNG+4x705nALD1dR6Opt939a6j5tEMe8Za8pQs/R+dVzZgV67ft7wHL2d3kV5+s1j7LQSFSBWFELwDVRYBUk13MaGQ17encm+DZHqaPKRKNI4yDDMAbDguYNZVmwdMepxbspAHpruL+7w/NveFRDBa3oBZgSkNrNiw0gPJ8ruZHJ8pyPIVd/lSbjFz8emwfjyzx+IwBGluEBD7o7fzk3GtwK04dDLEx7YWSbf/7NEd/3VFhg0qQMLaP1UMzQ58w/Wb6FSk/sn848B5CXAWODA1JenEJZpeajKVIKCsqlpIn2fAcxPVQGmiufPCVO4MLz1Vo+xw6VKvag25arPC3hvrtHegEwOwYKnPlu7pi6qeqsyG+QEoe8K8krMix6fZMh6fTCmNBEILFRqpvqkfMxC00mmbbuqFZwOB7oJUFyfjgHHHk1ZSdkFTYZJZnycniCR/Dv6qgLKHw08kcUwmgKZai/iBnMR1fUoaTkWeE5JRSLvDwZ3y8FqiztmWDB/BOWTQP0EDWFfUp6RMKDFQCmlGAtLTXu3U4n9iNpU7M3AKRSR3q9Hthv83rRupw30m5PDyU3fz6Dh9z1YyO+/phkw9vJBZaW9w7zNsqjgbEO2I0WtcAcOBwWuDtOpxNDJROAysqoGIE6rRYzbN6y+20AgBLvpXUsy4JyrNjWUyT2muOjH/8Vfuu3v8s9WSgs7Mo87o90EJ3PwyQz52ukbHrc+OLLriJ5VMdvBMAA8KsFFuMmKfAHIp+sGRteFBEEfbGDu4uU1yEgItkyhDRgJdRZFZmWFB9BhmYkylqV6a+scMa3s8X4EKLd9iGP2bpK8FQKtt4ycd3z/z64H0xAxRL0SGOraZg8J7ukTYUWCOp23otZqPeewNIM2QkSzbEW4EDB2mn5x+VHLX+CIypqeUMk60QE5QhegaIyT1p8dPlkKKrKFT1Nm0otW2sotWKpNRIhdf0WLeILKs+Nr6osFrCorlE7bZ/6RKiMc8r52C07egzgnjwWXSDKCkzJw/RQjXDJ+NmnpRhdWzGAgfTX5AXrrr43nHMChfToINqJb21LS9fhsSa2lqGxYmwoVwwrAG8tPXPGrsBt21DgWJjU+zoJkDk+uZql6S6/5fCdZ35fbsu9fQYuXrvfH8I9k7W/93o6YLF/vRdU7s1I9uV+MANI6R0egGj4djhGw8K2rRgVWKS6VzIzokJp27axPoxg3BpqdDiCE+B39wjV9PCq3J/u8OTmaeTh0BOVnruEMfvfM0E4Z//KpJy/C0PKp8d6fJkejP/pS7nL2x+/9gAjAe5VS+RXcz9t0NGPY459nwuKL35ECSigMr6IpVtSXpepw2VTjsIWbm8JXfURqJlQSfZKjJLRtL6pdEuN++DseVpv+ZHyPzS+mVwrCDiphUVxrFj5zACq71GpJBlT66OTvIt0SqEfH8AEIczUzC0akRVUl5UeiZvL3AVS1rkagMl6s4pSh+A1Cm8Bt+wGCq27ASYFgGSptdaip4rFGlmOS8TCS/SXGDkH8QVXQ61J7qZnYgKz4UyKUlRPFkx+1RXmGgow3nfjG2boAiOUlkmkfG/Oqg91Oh1Jq5asrK3FvIbKYxIscwSW44H3t7F0bPyr8dXlwKTa4Q2YE4kdialQs8tvSYpy5als24ZPP/kUT9//Bh48BASoKHMiJ5kxhz7Pld8AW341JeBN4ZPz8/K6w3w/32aohyOOT57g1cev2HMIqGWBvGMOHyXpAgcAUArq4YiyHNC3Fev9few/ebp8fF/PZlBiLgE5Jq9nqXh6PNBTEt2cf/z//SV+5/u/j6UeoAm5mLMzEPY6r+7rHRW/asPx3fF5j8cN/T7PYeeLeDq+CLg4u65f+Ux/Md73QlAM3bVz8z0EON4ERHQfTApAn2eYQYDGhlXinXkS1O1SQophuyGqJArFSjG4qjW8h4J2p0u/pyCfn9Xm8cFS8eezpcbS38cF5K04n43Is2gcg6fzphPwoEcWfNu2yANQ3H7KN9C9vWjuWT1CbogYU8xVd70DhTUin6W1aMAmwBSyeUqStDMPRe9IPm95KkrF4XBEqQcshyNKrewGGpa2lWhzLm4QTMA0S481w+kp0b/yuIxwETSnNs01FYQApC5TBFDpUYjvFFip6N3yd71X97EaHYZt2xiq4PNw7dRaYDVyImqpKEsND7op2BdhmlIrQUmsLc0HtD4JwmCGJTsAg2RuPhJfe+S+FBhOd6/2Bsb8r3uWG6fS43scPnvbPedDx2ydjyXwAGi48r2Lv01r9uLeVnF48gzmAvRlvz9dV3SA3DKquJpDYcvhABlBkhdz+CFA9rx/XcsMYJVaU5itGLob1rtXuLt9gSSOyTGfzc+FvL4+t5fSdz+/j/7wL+n/j+z4tfNgjJDEm1DvZ73uyNbX9eOHEEJj+9vkPtanAhPYCa9Z8FxD7m8OoZhUJC02MD5Namsf1N/yADSfOCHoLi+ljtCEFXaejFFZqYPhN8dNi8iGFeIgJ4UWuY1SzJHjIOCjyeJ306uBcO1DSnmETVS5AYTlf6gVjdTGYgsv06WdiW9j5i2ZC92Avm05hN46FfoGYwJcnGcTK+mUoMcvztwb7iPXYHBegPwAyLmttWIpg/q6ccy1BkNp6O34TngPABf7gDw4UJ6M5bpknSj4ssPbMZmtfVoXfH27BNPOcmCA8XvWOXa0DK8B0Z209z48YfRAqWonwh2ViYNRGhxgqgQzqZkaoBLwLqSHR77fkUvAMdBr4B4t5beu0ImjrR1WK0qNZ9m2E/i6wiNVgALH/ctPCUonvpE5JKJ76AULkE7n5TEZBw8rxEuAzKm/OM6vcx5uuXYwkIQn772Pj1pHsSBOs3IAuqPR41B6QS82eRKHgaFmhApv1OUYPWpQ4L0lY293di8W6OtKuB7/L4bwKC4lwoC94+c/+TGef/NDygTKSIm/+Xlzbt7s4Zln8zJs9O54bMevHcCYl+Wgkx3H5wIdiqkCSI6CyQU/39cxywRLi8Ao7N92U7xNopdyA6oVNKM7aoozG5iQl48RUl3WhzwbMMC6k79BrcLDSlSpmXsIcniUAjanXqcHwvtwDcuyL2yEBBu9J0IIsn9KHwykIymTlQKi7K6F1jhzPnpHtYpNvBe+oFT28+DMdUQWfbjz234ebdiBPRPWpEeGQla1RoyFGKFHQmt3j/liomTbIgG0ManO+UyFDJXuHcvTJ4xfs7+Kt0hSNBKioQJg11jT+41n6Fv8WyeQle5kU8fWHnkxogPvHaUa0CPBt9SpYRWmxFcpWN5Qbezde3BulIVhiFBKrfUEpe6O5cAxtZ7vWhUNkS+h2lORMUl51oAvon1vHcUc4dH3jJ6Yd6h6iHySAeG8o3mUF3cPEOqN+RnmWNiYywH0tqKUI2nha4KGUYo8L44zD8bYbBf77+1yqCbCuxk4nF1n3u+7cMv8tzlcA0NU1RSgLrB24j025kY5W6rHtVoP8OzYEuwO8KY9RsAh9e0ASrR939oGmLx6wdDauJcKyOjrBnPl/QDrusLaBjD0eD5f5zkY81w8PJvDQzx7WR7zcXta8ac/umDj/o04fu0Axk7hXxUKn+OaO8EwI+/pkzk+ayMxMS33nRjbu7tBT8CornizhaQbZ2hjKu/MWDHzGHyyTuOe8d1SlxwPIGs2hFiHh7DoEWqJjomAueoT+K2JzCoF42T9ydIR6RTgqSSTHAvz55NFznmt6mPinRwY+2K65GcAUBiU703AykkIEHPRfC5lJaAwy6Q4T+ZMWv7puZrIutKiH56eeI2dHofobbIcbuCL4Xg4ROmqpdsnQEwp+Z3OcTjd9VL4caIDrih4WPKgguke7dsLwgnVHXBvQznmPwarNctTc115FBZD4ZNkAq1R+smk1czC0XpDeF1cJbNLwYJQ6n0Lv9rx5gaDwbXs1og60wpUSdE4HNu2Ze8UsJQVJCKzUlGPFcWB4kFNHfNIYrIqhexYT/dhuQNAa7i7fYFnH3yQ5c/O51FyZ6BuAdeRKzO8lJ+n6itCK8N/8frqsZ0F76Anin/blXBOZkSpcOIGMGJkottXF2X3WBcJSrXOY+FUO8C7o/WVBsIGGQ4AssLHettBALVzV3iwb1vw8Vh4FD/68V/jW9/9boDOi5n57NI4ZdU0C48cX+D54YAffO+1TUd/ace7JM9f4XGx2M7CF5/1WvNV59AL5p/ztKkU8syzMZSZTp0y8CcB8sYM6rNDoCTAAAFN6zCxTdJatmUZ10/BOe7bew8Ld7KOgs9gPEUJkx/dkLTY4U61DAP4ZAVFyKANuT250BXzVzJpIh70LLVFHePdti3npYnZE8gYclQThFehwYcl2xsbf01smpM3xAhqguIaUN+TBIs+VkJPuvUYf60LqxwKczdGYmYpC+qhRFKpsc+HA73Q4m6N9NWA2QJUR/GObQppmXsihmjURvc0+UD6RBoGd3QrMHoDtqb8m0uCowQXubwsuErkdSo1c1YKO8cC4Y0pqpjh2NycgCr+jZa4AdIMJTwu6Kj1EBiJnoqwhFeCjLGXONORPNwjgXfrsbDC4K5Y6gGOHpTXdN1396h+4GIrMJZYlrxu7w2vbl/g6fvvY3YRuUBfgtYhLQJ4iGKce/LMK3oR3rgADyNh+k1b2kEvoNbAlfyE4dXQPo214sWiWsvD0wUEJ0U24CMpXsiL8DZEdXCsKUTXACzLMUB1XbBtK/q2Bb+Jx/hK9r5xFJ/K3wVq6K2sPa55e/sCz199A8dnz1//8J/xMP33kZNsAcDt+s6D8WtxyJOQAuAaEPgcV5WQepvrzPhagiAFhrA/haPKPD9L7HE+JGwKSri6J6M6vRPsrik3v+ieZ/dvkdVaSoY1UoZK0dJoNowGVuH6pWWveZqE764DpoUHIzoyDm/PuAWbifU+FB3i3rqu+BbCmzCXsJIrQq8+cyPmNRFjUrVDqbTimOMxiymFweTWHp8PYNjaRs/RAHLLUumpoa7to2dDIciT4h+zH+EdlFHRk7TZ7GmSeSDSi5gMboBKMBTsoPDWCpkscYiW3TF6OQwcWYrCRVSwmPI2YCORdfJ0xfkFh2UJPhKuOXfPyiSDASU8HgrzaO5VdQMqV4NFqARAWSoWRNLoghphFwGvFt1RrQDVHG31qFhwx7atAdQ4pvDvGF6+fIFvbBsOh+PFHhhzuE9GvnDYn3lFX5c3JR+mnu9Nxwz8cu1fARnAGHpWDgGodUGjp8xKRVkM7XQKEMVqEkkiN0f3EYpUJ96tqZoo3uNyOGLbNmy+8j7hFSkdca7WoYmJV6Xiofu3bcUnn3yC7zx774GHtjfO6XxoPX+djueHA37we+88GF/7Q94DO/vsbRbktfOGkfewJyQ/m86Zz5otkv2XYme+aTPF1a65VRm/NKcVEdaYI7pzIgWPrDt+5L4TYo5IgnMHSjf07PsglwTYQKqkl4JwAJSfqYhz/k2G36AuVq08oIRDxvM5Ju+dvA8Ssh4skB7MkSG0BqGWPBGhIJ1VFT6EVZXTfUrApGKMsTWyF5Zdfkh4BpiDoMx4GBrJjCS8TVTU5mi9YVtPKOUJtua4ubkZ4QACjDl8NC+HoLyeGsDN757jTvIueTH0jJlD4KwaGGAwniVCJYZzOU4AVozJtAEsXPdAj1BHczRvWA6HVBy9OerxiMg9aUmR3sA8D2eehIfXI+ZqpnTXnMdISo3PrS6MqjWgNZQa7cSdAHXbNixLRW8NFTWsbmM7eHfUw9h/sZ7ju0tZoEdc71/hk49+im9/93chhT9AsRAqOGfDWzUW3OtBgrwKc26B9hgwK87LcItNV8hzbb7yOCs+ombPkJMSaA9obcNiC2DAcvMk6MTbNnrAFHpmzFHrAY5InJZXLMMQPXJkAKT3avZijS63HMoMYDTm1vDi41/gw+/8Nupy2M/p/GhX53OArCuSNf/+2I/bdcWf/sU7D8bX7zhLyMoaf7wlsNglTe0/n3uI7HIwJovB9D1dZ7KU53Mu8i9siJ295+ISyb8pITQswAI4QwJmQS61U2gKjdhk3VsSWTmVwQgLANYj2auUEtUZnQoiJDjQpMkCZRSTM10Kr+TT9RZZG/t+IHpceSCGMI6uqcyKR8CZne0yydv8kaa4A1FVAGR/k6L8E3p59CyT9zvuo/COxZzWWrGyC2mBgY+EbdswepMYSl1wLBV1OaJa5B94Z45C71FKSeZNl6UMVkt0x6o8A0fOhWk9GYCNz0oglVajeyRhesNG4e/GpMhO67T3ixbk8kQ45FlxJvQa1rax4iDe10IwUA41Q0nmzGVZ1BE26MpjYC074cIN3qOewYpxf0wqIi6E7uGNKKUooQZgvk1HwcGBFiTuzA8IQi0zJiRy3QZWlRXN0FsJylZzw2IFd7e3EDPp2HGXkmK3766BC77HWc5kf5cHvBq7a05fnK3yhzwXA7zb/hIeL8ToVywGeKnofUOtC7wLqMT8Z9DMO8wW5rUsWJYF29bymRrzYLLMW/ecXqHPz2HcP1boWxITAAAgAElEQVRHyBQ919Lti4/x3je+yd+ZAD15Ma8ZUTPIGsaeqmGmhPlH7tJ458H4dTgmoDCLgvn3uawQaVGN83bHOfi4Yr2cg5hdnsbOozFO9mljGCxLSc8R+mwFxedXBA6VZsT9awCXFsIqyg7jO7JMCntmqHU7UNIQEhGSZJFi601loJPVYV4uwI96HZg8BDJR1TAtBiUtkAmfssAldJpK6LqoucczFCWaMeYMH2EIM2Bj/5DO6xkVqQG0xGbvFnNHCKSqXLuGUEBU5t6YXFoX9K3Dq6EsCwFIwcYmYXqH7s5wwaiQ6TNl+hSzLgSbmn9IWWZIDVMIAVPJbFzYm5OqfQC03jsYbQf0nrQup9i+kcxr5FCoQR41SClYaqytQwkSpa1trEYBW9NLMSBc8D3AmRdaurHaMlwXXokNSy049RZhplJRgVBuAJZasKFnMzqgAa3DTKAIE2X7tLYAoCPDgYYlQ3LycrW2wu88leg812NZXIIJA0b7+Z0RoX00jI+rHsmdLNlrzNljkAB4lGMh85Www2YxnwSisaujcgdmWMqCtp2iFLvWyD8iX4VAUAciYbOQiZPTsSwLjYhIVDauXwHODKFYQSU1uDs7CZPDhQsU7h1tXVEXw89//NdY71d8+7e/m8bNHixdVtgNg2hK2NbfJ2Dz2I/bdcUP3+VgfE2OWXErHHLmyTgPk7z2cvx3BgvXrJALwDAfLuEwA4oz12jKoD3iNhuWjbwdM7B48/jJEGnhBzYiekszgxamDZc+aG1qf5upNFXTGIqvdCMjo6oJ5JaMOnuDwZtns6SYBue92UCeJq/Yt+dKmSRE8jh7Y6vpUKQWfdvgCaCilmFBs565XYWU4h0OW6Kzo7eWOQ2AGpdZlGzGlWE1xp7KG+HtiK6i8dm2RWp+ByLpsMqKdyy1wGGoRV6HsA1rqQEolNdh4floiCRUMY8msDOgchBdlp04QAg6nPdX3oA8MIUlmh1A9XjOxQpaWroU/HqnvreOtR4KlgSTBYAX4LBU1OUQjeZKzFApJUtyzQBvjnpYmFQaFqv3wViahF3shaGy5LVtiBYiCp8YKpMDo/kZ4FZQCXZcY5xc9Du738e+KlmiW+BeYFsAnwlNYTvdY3nyZMLMe5CQil4wfgYikjM+v/f43OUZEr26Lqsw1hv2tLyMcxn8MEboIeG1TaRaPifzTns84GkALDXiQ/CnyOPUekOxePe9hcdw3Tp5XGLcBQZn9VHvKhU2lkQ7jaa4tjwX0R8mssOsRMitN8Pdy9tMXI5w3LmJtjekJGtm7+78vClhrwrlx3M8Pxzwh1+SB+NPvpS7vP3x9QMY10Ia5+DiDAwM4OD783EdCA8rYwIu1+67G8Llfceml2Vs02CGpWLn5+QpQyhdjdk64NaxHG9g9XbXXAz7My9IoExj9qnMU1wT7mnZZ8UGWRXNjMKI55GPQPwWEMDBCJHAQ8iIECsU5KCwRjGUHvF+VRkkedXU/6NY9FnB1Kl0zHsIYPXqcJJnwcPCbw3j/ZjWgvMRQhG3raMuNcIFVrCUgtN9lO0thwOCKGtB5bNmHJqWskIilRU5JiHayRsxB5Ha3laLnI+Wyr+3Qd0tXgEAI9fCLHuYGEFQqZbxcZX5qtIgVxrb3acHCYCzekbXefrkCUNAhoXKIip9O5ZyAOBRpbGU8AyZcW6L8imZOUqvFhfrWDJ9JICSWK0sJeckPlPPkgC2jXkZ4cnKKUBbmVhaxrwFUVw862E5YmtrPGdraLbhFz//Gb7927/LubYJDMyJyhOgBnYyY7y1PehIzyj3sYiqdudOx/U8jP29duETH6FP3acA6G1DUfCDLGbL8YahyQBVjfvB3JO5NwhsO9T1zx1RBUTvhQCpe/TIAeLdFfcA8RjPnXT4BN5hEFiUDROMtdM9PvnJT/GNb38IeWT0bNfzzM7njYaX++6TN4WRv+rj9rTih+9yML5exwwehqHQh9LBJRi4Bg5ea1PMQuUNSV42nT8wxCQ8cpD7mwo+wGwnTHbDgF/fgBb/iXDAILjJuaGCUy277pNCj0J5dlXKMgKCAlsNnOfEr71X2Xa/zxUMY7740KankRUmt36DEjEFJvQtPWZ3toK3upuXuYFVbyNZ0+dcE1rzoUPCzZ7VERSg7j2SGdVrw+N6y2FBQlCCkvkdpGeFWrxW8T4gLH+67cUX4Qk6VUpqEAJIcNEp7OGjYdjZHPf5PRDQ9QS3PRp/LZVrRt6V8G6MhRi8IV4KzBaYNRwraaEt3muOiQBOngk1xQuAoudAvFGfPuOaKTUARKlRvts3ViW4ymAD1G3rKdznw52WVS4+zX8ySM6cJgBges/xbAKchLhY4Nju7+Btgx2O82ZJTwNep7RsyBeHX1RJnu/RB/cuzo2J8fvV7+R8YieHoioLaemnwVSiTFjstBUW4NyG91fhh9wXDDeGPAHnWMs+fH/JC1MsworJg2NDnhBYllLRN1aRwQA03H7yMW6ePcXNs2ewvs+h2M/Pfg7GGx5SITNKXivEv/rj+fGdB+Nrd5yvKW3Q2CyzELg8PxfrZO2/do1O4OL8u9c2/bVxKtdiEPuMseinawLodQJKR/QDUZ5FYcy/TMIDgIX1olIykSXNngslVY5cFUzgBCGifQAWzYOUd5GQ9lGiqIe0MCqRJZjuJImilQS6Y00peM4YumPbQkH11lFqD0vZBuOgw1MLRTiH3hORPAlkmaHWJUIKS42whYsG2bGd1lBKbQjdUiv/HmWTYEmqEg0zFJDz1WG0ut3pOnaWtfKaeo2iAle72e5RrSMFAZFwEXjKY5GKtzvUjC2FtEpNS0HzjlpqMrAqIVjeLLhjuXkCt8hRWcoBZpVFJZbemWSjndZvKQwXtYaudSIFTaDl3VEPce/AU2ROjYGiVoN7lFa6h1en1gVuHb0FgZaL06MwdAA2NaOyK1xYg2xusNcubOUeFUQNcEffNpxe3uL241/g/Q9/Cwm2cqMg5yYm8mx/+1CE1/bjQyBin0+glzV+33syzq4vdw3B97zvOnku3MXjEhVXWTHCvQ5bUD1o/3sNZk7rDY6OakFZXzCH5VR5FnlN63qCCtQ7c4EcBNXLYAyVtFDVWR7e0bthO53wk7/8ET78nd/Fk2fvxf4c9fq7mbvIx8Dw6Axp/Li9F8A7D8bX+pitdUBG8ghXPAQkHMgEqTffZA8u0krQ36bNNdnKe4AzAxKbBZFsq/l2e1T/OnBhANB7KF8MRsrufeoh4dmKW4mSmMAEqFBkeWY1icmjEOAiLBuD+Ai6C9IN63YkFBaoU2oY6ME/4QyXKJvcDFmG2eXujw+BSXm3raXc79hQrNItDFIaMzxCoq5Q0nGdCB8cgeLwQmULYzKkISirIyTRWC5b6wHujsPhEIq5xhs3JsvVWqO3yfycJQJQ1hFlsq6YvJP8yFNPKdfCzWGNlREQiZFWE9KrAzNU1CA+4rsJC1rwA8NLRmW2KKdW66eEwljqIXlEmgHmBQUdtSwJAK0oHFFSyYx/PcuQOy3J3k/T5vBkj/WG7IC7MMRhFsUdjTkpVgq204rI3+HyrJXkXJG8ay1yOcS50hGU8XGNAW6UF2CFFS+kwe5eYdaCq6M1nO7vEQGhitxsfkVhZWxqGBlvc+zzN+KyAxzo0uo2+/D+loWfoTZgJHt65DZ5NzhGG/ug2w8gHom16owcxGdeCg52xGYbeuto24ZaDFtvUR0mYIngcxnjUzVJsIBaAXoZa8+LZTWalX1PJnmZHA2+AS8+/hjP3ns/m+nJMNFcKeRyPhvxSYGZDJVZyj7O4/nxy6sieefB+BUd2qx9cpuOfTijfuyTMXUO3uzFUOmqgEWCh+nndDf6SOw6Bx7AEED6yDCE0dyL4MHnzWvG2GRNFlZGFDM0KnJZP8VBQKSW7NhZxKBdwgecyA2pdLznvQFDrdzyZlEiq0Zlyg3g2Lrktsl1ukRpIi8mlz9QmN3e87l6a6wMGHNSQJIslufJ6xFKdMTRvYWXQZ1KmXyB7AViBfCNCaody6FGomU9ElR5rqcYQ8xPJBp6NigTuZaTcMELUNwjlwOjuiQsbnYfJd23NaBbWPadVvZcWpw5NRYhK5SKWnqW/q58RgDRAdcp7HtDVw7IFn1KzCqW5QigoyzRRruy9TpqMJJGxUfkgyRdNxDK3yxDI2OP9R1qNxOpZngbyhLXXWKjoC5LgMXg2xT/E5aloG8t5xsONG8oXlDaho6G5nUH0MNL1plfg5EnQAveEAClLAf00x0EEM0K1tMd+tpgSyGd+Awk9DhnjLN5PCwptOczN8BIbqbLTiDlTeBivpMDAHNsjFs05sKZe1Ojksei3Ng7UGrwW8gzoUaH6B0bgpirss/h1sJ71nyDtZAJY/t3vtcYb2uOoNqRP8rRLRrRif6/C9RM3q+4VrQmefXqZXiiSs25NU2Sjfnbz0/h79FwTSXyj/14+c6D8TU6ziyJsQGJbWdPxnxOxlgn78PnuOe5F2N/cDPk+GTfX941a/VVjQGkK3qM23b/Pjy+81EwHOMYPTbklFAFwOQm13eyglIYQ3sYloom7+EdLfia6c6n8ulh3WZsnKBG+SEGYFvXsH5ojYK8E3K9qsunEwyl5oKS+OL6G5UgTJW0ocQPyyGYIwuZIz0ajoXiZf5HjVyMw80NeovM9/W0Ao6dkgvGT4GlAVzlOR9hpbH2ku+jNdKF8BxExYSR9RBAvov0xPN1RodXSw9G9lYxZJUJPEpJpwsl6Vi+pw7cPHsarzpcHxCVhsplBMKiAy2APkIOub/IMbLrBWOWJFqV89TVq8KBw2GJxmOl8t0zJMD8igy/eM+kVnkYzIxl1fHMBQXrtmZXT7oEhmXtDpU0K4dDytUsOoVupxMAYGv36C87Pv7pT/Gt730PYjVV2GFsKyUq22fyYMwgI/bK/ntzaPU87+LyGPIs3sc4KzwFQTpmxQeQRYf1DbAlPHhmCJ4RCz4WB/lRwhhoLBEGECXWPbwaAgkqaxVKMm64ssSclLogVT0TvZelslrEATeG5xxAQWsrChw/++u/woe//TvhrbIxV/K2Xs7J5HGehdVnk+Zf+vHseMAffv/7X8q9/scv5S5vf3z9AMYEEuZjLLxLMKDv6bzPuiTnfI6Hvk9VewVP78+WMJNzeYQflS/wZqvm8jmGtRsVC1Nfken2mTWfDzLmCVlBMkY9E28N7w/SIsmSMYIBYpHwAkycDfNYQmGGd2Q0tLI0HBX7b61NQkdWFDPfEayDot82KpHNGooVlMOSoK21SOCMviQ1PABLDfIrA6Ing6dHYm7eJqVpA02QL6NnPoKUvaxJYJRjnq8C2JjTBCEmj8jw2oDvUrkScjWr+iYVVmJWxfJJCW8CPAQOCWKmnAp3VBTYoaYXCSgoBUCpEzDtrECwPW04gVoT8HFPDwwMGaabLW2t2thPBJVNIDvmrebaHQtX3sComDivpBCoq+Nv0/OC3p+lLvDS0PqW7+Tu1cvJQNF+mPfrrMTe7njdvk3gYWOPv85Lqe9Mv4zvap2QKE9VVmCbdSCovEup6a3sk1dR78e7/h9GQPBZxAKqGV4pWRU0h+zigUvKkvhaSUMjpo672jirNDR6X3H36hVuX7zAex98MEAezt/AucE11lHIz6QOe7THy9OKH/6/7zwYX9lxVeHPFoPtk6Neq+yvejf259h0bT/7zF/z3Yv7nX1n/sbMninFEaEUXaUMBWwAdtUae/R+npORj7kD90qc7LAeGfQ5NsU5+RDhrZieMOUorXNnYmE+GDe0TcrOlb1AS9JtMGF6xHk9J9gpwABHy7ir9ZLzk1Y1nIyCcdtoDFZQl1D2wYkRDdxcLlIP626pC0Mkw8ouS0WxKK1Mt77JouJYyXYZoRBQkItxUHWXnHSSlQHIfIIEjR7QsZrls3c2/jKfk3uZGWMgN8fw5DhDK8Pj42FtwtGY7CpvDwACp7j31k6oZcFyOKDDsRyP0ZOC7623jno45DhmDwHgrIChsmKOSKkLrIQHSB6SqISM9VupXHoPb8HGPA2xQMY6B5tuMZRjysUJoNE2JSkLo+nZYl7LocKbJxlX4GhPUAF4AFLnqxllJwDLJHvvONzcwFpFX+9hZjjd3Q5PXh7auz1/1757ExjQofPOk7Rn4XEtqXNcwFnCaWetBrjX9GwGAAXH5+/h9OKTBGIGA1hRta1rhL2sIAleBIj78ETVanAUbOu6s0FM8oIAsQjMshxWa0hlzmbaMw4rS6zPnEcboSsEGPrFRz/G8/efo9QDt/KQe9fAmu/++7iBhY7wYHw5ORiPzYNR3nzKr/4QqgYmLDoBBdH/XnwHuLIEr1zfrpx1JZSygxw2l0Zh2uTzFyRIJmOS1zgvtRwVHYwD63zbf/88hitr5fpnvHbHrqYcBAguxkMqcW3IqNYYj+Tc2KAgTkNuB7M8CY7EhNhVagmgW4PaiVupaCTmSXABANY4ZWoDH5UNvm1A27CuK921ITy7O6m1A0CgM85e1cFUgC1c9VYqDEHxXWvFclhQa0VZIhfAZ+A3C9FUiAQ+YoNMBexQkqvmI9hDh1UvNlEgQhDieggLEqRknnxcYVjDrZMVc9w7YvdyhhsBNiLRlO8qlLZCJXpP3COlkiY6Xm5vLQDYUiOZlCAlxl2ySmYvrw3FIiFWJaRjJQ0vTVjGICW3oxaRVsc1Wu8BVkWO5A2trUNRWlQhmId3CAVJL03XVXjXEIm2ZtHMTN6/1ragtQaTDnvkcXTe15tDfW6Un1MsAAsILocsmAD9bibOczAuj/k7GR6ZcgmA63LoKnCZ9vaQi1fUKXOenr3/LaBGnw8RfTmCFAsePBkxjz3DhfHKBuBQWXd0p+2ZVxZeDk8PB9Ajb4V8KpGlW+Mpiif9d3RWjsop517KyhQAysdC77j95BP0vsHZHsDRdvL/2py9O74ex+P1YEyfT57QB899m3tA350vOH1GO/3Cw3Fxv1kzX9xDHor9N+OWk7dgEhc+gx3HjqBnf/1hGc1jqyxDbElqRPTgg3shy9U6Bj21UXHLapQit06mvf07AFj90JTJjyx9de/w5oicvYmUi4LJqVzSinXHtq70HCxYloJaO9ANlURQhiifgxR1sQAUVD4VB3gpqAyV1GWhYhqAVMCpRMwg+2RE1YalFyEBlU9WmwPpAqb1NseKLxSRidAs5rommHH24hgLZZQDBhhRMzbHUFZhZPYMlRjzQro3OKIyJd5RRa0Fh5sl2RTNDG2LBlfKU4k1uM+Z0Foq+ZwDBMdcjgosARN3QyHVd28NdTkkLCaKHusFjratQHIsxD5rbd1tw7os9L6JgrzDvTGnpEMVTSgF7XSPbClvB66tnu/EIFKwZeq9EX+rhwNOayjc4h0vPv4Y3/j2t3cAfM6JuZQVI6y52/9aM5i8FuQwmUNsV1mCued1/eGd2J+zW2twuEXezM2z9/DBd76Ln//oz1EswkXNI6i0MAR2v97l2JVo3BkuS+OtFIJ4RLVS8zSGmvsIlek7NrhyPBYmq9QkXBh2pawIsaQ9RLDdGz752U/w6vZTfOf7vx9ymPtmnjvtYzt/F3hzOPmrPt6FSL7iI5U+sAtVpF02VYV8LnCR4GFS+1P45QJM6P4TkNjd/xq6ZggkriPlPISGWCXHc3GTaTNNIYxzkJFg5GzDZfilsJpCpaQhwYdw9PF9j+QH/oy8ljqTWhk5BnJ9zxu4NVYRwFNQROC24rBYxH3B1FVNWFfzKY3RSYtdQyAukSQWNNURSoFZ0g83R5TA1SUsKzfU4wGoC9SxIj0QmFz/CC9wAJ+g745SR4dBSY2ZyTryPNxTmUeiq5GkalhWM8nTnJtQjIKT1mX0ZQlmw8ihDOWhcFl1YEMjcJiIo9xH/xTlTaj3CN+H+rNYRdBxa42xRLRU4wMUDBKkkhwpmQPTAzxocYZC7uk5NCq8eC3RNl1N4GqpgEi/rEYZpMAEe8+IPTYo21XpQQImrsFWprCYtyzvlbes9AAw2RK8NYIiAYr4/rIcsLUN3jrcGroU3rbFPCwFh2PF6eRo24a720/x/gcfhFbl3s51zX0tgD724eX+33kXZyk1/aj1NR+ZzzQbHNNPGS6Y97H+4g2Ogo4N2/1djs1h8Y6LvlewiPa9sYSVlWbhsewEP8rjCCBabKOHil4eMyzLAUBUqMW7FSBnFVKJtgMGJX9PRiKCzdbRkxhQf9vu7+Gbw6rD1VXwXNg/IPwfe6jk2fGAP/z938wQyaMAGPOxKy+FFict0jPg8bbHJC729wJ2XVPTYpeL0t9u6eZ1BBZ20ELP1c8+id8yT4OgHzhD7RiARF1Y53AJQJfvRCmodujZNXRG/YwNDOt7ALv4TD1Gpg6KyhFIaxejfh3OXhGGrUfbz5aC2NKyA6/t3aJXBpQsRpduhpAi+bLQJe/uqLawx4TD6hK5AmZpran6YRfn5o9LrXAbyrK1zsqSljJM9xEtOtQLQvgSjq23KMODE7ftV2HG7TO/YHRIRfGRkS/o6ZHIqTbwc+dJXS/4RuISQduOqZVMgKXwTLGywiMRcusdrXfUZQmvDmgvOssLwbCMj46vA4xOWFdVM2ajN4crVBR5HYeFvUgMsXYIjnqjQtU6tWiO1doW40z3fCTYFg8gEPwt4aavtaJUw+nVBpe1bCBDZYRA0LZMzoUp1wOjAoel24X07a01LMsNSutoreF09wrbumK5Gfww5x6EsTeuK7PL3Y7rv9uwuK99Jy3yBDjnYETn6XeGHdYWfT5aA+qourJwV8R+QoDzXjr6ukbzNxKWgZ7NWBkjrBn4ticRXzE2IywBUkG4EPleG4G9gQglATztBQgwyfhQpVTpjmYNt5/+Au9/81u57s/nVgBOkzE3DnzMx8v7FT/883cejK/u0GLUdpu8AdCnEryf8dLnm/Khc+RxyA1/7X5XvCvxMYECwYX+6jtBJU+FXwiVtFxxKcT252J3xgyIipEoh5UEqZlklU7AR/HVQhdD8lYkiPOsEii0rEXsBFclCOeC8xRJocpbMSaQsZZe+QW2AAYsWNizgLNfCmo5DLdoKTBmsFfdb6mjwmDKfehMcizZM4XvrYSgi4ZONjw7HewOOdZG8ZCvCSwTPBBQ1bKz9AB5nsYKmrueqipCRF+h2OU1orfJNzQJb83n3CSrqLQ4zMQgUYt1Ukv0SwnvhbxD8b0GYLm5yWfoOV/xrlVFklTjDUwq5fpNJSGAoCf0nF93Z9dNPZvcHhYeqNbymTxM4FiPlTylpeSzCqxkWKIEn4KV4OJALzjc3AAe5FidANGOh6gQ2hrW08b8ChEwURmSI8SW4DUxhvE6gKdPn+K0rmj3r/DJz36Cb3/v+zGOKwr+oswUl3t4/tv82TkgSY+EtK4LDMTtxrVmCTNkUYJhviYz4OWnn6Ddn7AcDri/uw3vw+EIK0Al660zNwOoKMcawGuJ0NK2Rj4U4GjtFOuUHVRdN+FTF1i2m9G4zQxOkBsij71uiG9incRzlFLSGAMiR6ZXoDTgk48+wnpa8c0PvwNbKstVY211U7ffMT3DcHncxzsPxld9eKql6fcrx5mb8G2O2XshZTyuEZZVbun8eC8WzsHJxdZ3n+4zhNLO1QopINtdQ2NKgSwLR6RWk9C5fHIqQCbhxbPYpB8Zv+5ylyvJPu7VWIo4P01YNHRxQ9Tio2x05CCMsjKBEkN0Bt228GQgSxsFRCw4EYBMAi210u1KJV3j9SjBvdYaAo2eCnk2surRQiER+5DeWs9TADSATJo+TXx6gRI0pLsilhmVcGVCqpmxS2qBckvyLRiTTgko0yp0WngKSakfyQRWio3Qy/x+nQDNeP9Ooqta66QEg1ERCDf28XCMnztZXefrpUnoKDXCHDE+oMirY9Pza13yO9pJxjlXxYLTUu4Z5uFzcY57+OLHnkt+kYXAqA9gTTzeehu5IwvQthhTPLtF0iIMdak4radsIa85DYU3rOa2bVFJ0QmgSJd+PNzg1auXuL97ld6a7Dq82xX7cOWcDHrulbjmxbjq4eA+Sj6caR9enJ8ugHhnVsIAa1vQfZ9e3cY6t5AFrTVY22A4RKjV2HyM5cd9a3m/YhWlRL6GBdUrunf0rcNb5P9YrckHAw/CrmUCEzKk9AhziXA+y7RmVOpqfB+d9Pq9b3h5+wLP33sfx/p8L4Mnq25vuD3+4+VpxZ+982B8hceZxwLYex7y58+NVgkk9P2xE9KCOJcqb7t+L8DH5OXQLWYdPluEEiEpvqdwxnDBj2/s5oIXtxIZ4EbGzrn+3GApGNLalFVJE74zlpoWBT0Ggl2h2J0Mj3FEsp6oicdnfQvLtdYFzgxz7x0FQRfYuipN4m/BKgmMLpFxz1oPkNfFvaFa9A8JymnyO4hgy1XdwjwHd6g8MoRejGGpC1ZxaxChhMcmFHmZZlfgSzFkvamwzAbI0AvOMALBGegl0K80O1MYz0C6J5kVTzZDVNeENyreQQHconmZxe+Hw3FYs5yb7sGSaoYRIjMb/3e2mfcevUeWGnTpzdO75g5W44wtobVTi3rYOAGM5l7zwBXdW35mmQiozTD2iIVGROVnfWuZDCuqcrOCusQ7fPL8GNU56z3cHaf7Ozw5HnF/fxqARwypHViWYyiz3rH5CTc3T2LZK5xCz9J29xJtW1GWo3xu+2NSbgHgR9MvfXb5lSl/Anv3/uwldZuMlFxTGBa67pHg1dHvX8G3Fa8++Qh+2rC+uqWMCabWghPa6Q6rnbA8eQrrC8qC9FDGGg8vmnfL/jXeW1SjeIct/Jz7wEDujBZsoW3bCBY9+GgI8Hvf8jkKvyfG1SJQUgTQkPw05h1tDWD007/6EX7vn/inkOGVcz/QbHTNQvGRHs+/RA/GP/xS7vL2x+MAGLNyn5S98ffPDyykO8fGmhM+Z5Koa4Bi9i7EBxPr5gPnDmplAYXp0TDz8wYU6yoAACAASURBVAuJX/dO+PwT3Yty4adVaQajcg3XBMNMVCgGDGWH8ErIa2EefAYOhTeo7FhpkRkYPgCA5kKCv0tJUGkXsgAa58p7MDCq71EmMBpQwUZZUGmcnm9B71vkV8BgdUFHR+ma9aHk9KwxFQ7DCu9hocIcpTm8GrxGF9HKPiKd4CrK4QoBRUvLV883yy6FFNIipVU/50zoHVvpcVaLfIGuKggMr8aw6Hpaz1kBo7UJJm7qeeqSiZ2doEVzGta9rHi2lKjxbFsnqZYxl6QGgND765Ver+bZ4AwGJhoDo4IjEm6rFWwejJ0F8pIBZvT0MA3ADdGLxEGAaOyd4mp5kWXIsX4OaOsJSqjMRE8ML50tMSe9bTgC2O5eYTksuL8PKvBSjPkBSO8b/TQ5v+5AbwYrwLJUrOuGbb3HoS4o5izZHHt8JGg71z0blMn6nhKMr3krEmxMVv38+wxW5YGZ5YNKg817sGD2jrVFyfeGDu8b+tZQlmPQxddjeGvycwOwJHkaBM6bYfM2EnWXQ3jXtig3XrvyWDqM68uKxd6d+45wP6bXVevKlBgfO2ljKE89khzOhGDy4JRIVV/v74OxV9TvMaGYc6zSa3IJPx7dcfuuiuQRHTO4mH7/Jd5gtgvevDQn8DHZmuOYANGwxCcws3N9Ck9IOY6f9e9coijLOZLkziCNAAQMKBWHm6c4vboD3ANETFUr41Hit6gcYAkdFWDl+W0jQGBMOwV9a4zPx3O6A8fjMYVEPu/09wwnzOCoy0omYZaHch6h/56z4fBIXKOFKzDh8Ggopiz56a1oTt2Rrvm4L5tvdVWZWHIlFETooU0KO8c7C3m79ECMN6u3yDwHKpFOa77zMwGJwfZpCXKl2GEWbmnlWliqGCzL8C6UMoBkJqlayTASwARKriHl1SQbIyJUFSEGNjJDgKPWPO8rb4wATJ/GnHPA7FMp3wjPjfvsfEFmODDpUl2GVaZby5LeiHDX7MF/0IBXLHXBcnyCJ8/fQ1tXLLe3uL97he10IifKMB7i+aKstjC8EOsjyiqPNws+/ulP8Vvfu4lmeHa2xydQMEuAnJuUWfp8Ng+GUrwmy86NlVlxQvLBwoPR7l6iAFjXE7b7e5R6wKFU2HqPV/efYD3d4fjkKaweUQ83sF7Qtw3r1rBtLfJmCFiDY8awzN4HcorEWmyo1VDrEVGFVCJxuLJJIQF2giwJLA45KlXCu1osPHDah81a7g15GMWf0QPJ4tOPf44Pvv3hAGKaS4EKrTfs18djPN55MH6Nj9ijfv5JHGeei9zs54pE35zd4tO1h6A5UzWTshv4wKYz5t8tha0D2Iki3XYa/X5sI+nQOBY/s6xy3LqHBkTF3SbPi0UzEQBApZujM1Gvu0enUTiJnjAUDa8RBDxBU90dZHsk2RSVVUyAMf5LcNU7wyASroprB0nWTpdR6GquIsE0blRquHad4YrCMk31qNBzAGQwdNbJcN5SaXOi53wa5m3G+7SSEHWAkhixAFLGqDGUzVCg8TzyJMhCVuWHAIMIzUpdCI4cSpjgNOYYlDujVVKULOrhMlhKndaZMyLTs2QRcFiNig/1hFEOiRmYaCsGU3omSiiyOa9Fe8MIHpyeF20EWdMGlpjaCD1Ejkgk+WajMOdsznq3GHo3lMMNnn+w4MmzZ/jFz36Gtq4w3q+omiRBUVjg4iRrPcJGJ4KTw5OnV4HA8FzN225/3oM5GLZfI/P3E6DkfoxnG7wYBBfbiU7KDafT/QCiKDg8ex9mFfcvX2C9e4m6bCg3zwBEsvQCR4OjtQ3WC+phCY8FAPUcjJLlhratUMJvJ5iDdaBH6K0xf6NYYbgEEPMsgEwiTi9qejeUC1Ioa0R5rw2lslnACnD74gXe/+Y3UcprVNQQoo/6uD29qyL5yo8UiWcb8HXnAmfof/p99gucn3dxfsaEx2dXUbHvbZOhACclkopmduNfGxlSwGRlhE3Kge4OJU/q2sNzEei9WMFilfHxEhKDWnfbNsCRrcJzHvgclQ2uikIUjnCxCvRYKItw5Eec/3hYyP/PJLDWMy9hOd7QEu3krqKg4ndrYYvz5GSIuchaej0bhScfMq5TwCTLiuy7gVCuRdaeQF62p44kQ7WKL6UM0iqEEGeuI0SCFkn3irGHQmOaqoYTMhGMK1uBuc6IZ9dwevcJ6NnOc1B0VWdufimoyyGU+USWNcIfVJD8N6IA9DDZ/L6GF2afmBvraDtP7DVSn5k8ahZMmR30oBifR6GBeESVgwqsjX0rT4Ynz0ZgsUpQNm7dSUEbyp/vuaqayhjiAUZCse8V1wTIrR5QywEf/k6EB9bTHT7+2UdoveNYn0Tb93ULqvTq6M1RUYNUqjeYVXz0kx/ju3/jH+NWuYD5sOn5Zqt6T+d9fnh+TwZH7uAJ5O+8IGaAsRy4N7TTHdAbXt5+CoONpGGBLzMs7y1Y6M1ZX77Ay09+gVIX1OMTeFkCGLLCZrvfck/E+IfBcTzeROiyd2BR8jIAD08IAPa3iXEGU20ZcolsqqoIC69DvM9OynvvA3C6AVtbyWAbiZ6LHXB/+ylevniB5x98E5HzM0DePizpDwjrx3O882A8giPXyEMhkd0m5KnXrmFD2Z9/ZtPvO6tBP6fCn0pmp/vs5eO1rPEZMOye6my0PqzjSfDMY3aO65xvYb5KoYLpQPD+W2eOIb0RAil0ec7wqVpURUACGmBJmKeiEclWsQo7lLTa49p0fy4LFl6jsXqhwZh7QCDDWHqXG58aOJ9lfkRZq2RqVNWEu2XzLWMuhTNx14sN122+0+A5qEuFo1IRxvg7+Ubh7BI55YYUZY1ZgXuLnI6JuKuC1RmucmCg+UY3MOGSO6t/SnAckngKvleWQAAvVINZjRg1Bb4Up/p6ZMImGLKSN0euaQEXPcvZzwl8qRiaO/NckJn8pRSSmy1oFiyarN8N5cTQgoOenI4EEaFM9GxMCAQTaVMp0Mdh0YQOULKwDQKu/C/DUh6VDt1iXtSvJZ6nEiwFYHCL94bScbh5ive/+S28evkp1vWU3gy4Y9u28HIJSCPmeDvdI7MGJ3lzcczgYnqXc1Ln/u9IUJ8g5Vz2CBw7wPRZFBS00wkGoK0r4GTY7ZZroaCgG8tEPfbp8XkBWsfd/UtspzvYcgBsQTksEJtuVC911lk5rPlI+ObeLXwvhVUkdQsGWb2r8GYq3wUZhtJeilceABrWppBZ/N0YRutw1B4kciLsQulYTye+/ynvaRLCjz33QsftuyqSr/aYPQmJTs//7r4/9+wc/W0X9qCQ2Lkm9TuwC4PM+QNJnTuPRdea7neetCmEPQv2MdJLa0ifnG+T3XzMz3sBNjpNbocVR7UDGk4oHpZ7N9m4iJABqFAsLNlh+YaFvNCTIQsu6bbNg2TKnd4DxqmVJU4gUktF854lobUWeCPpE0aPijDMeuQuSrDKmMunC19pV86EBLQAiuaQbleVkM4zaIz9wtoAmT2SzAwdzUKhttapNCNBcVSXEERwDM0dG+iVMF7amavSEcqvh+K0zB+IUtJR1lryCU3VKOQPWWrwhBj/lt4A5Y8oBNInC+5MF8qj4WfrfpkSafllAEHtXnpXl21s6CgFWDrLiSFQhAyFmQ1W0iQQM8C8AmAb8O5ghwo0IAFnAispqW55/fDixbMUM2wt4HNxEq+VWCjaG903joXz4SU50tw7Dk+fYjne4OOPfoa2bTg+uQnPxVKROQCIVucoauS1wcqCiB0Mz9+148ITodVHRTiDC9iUrH7mQRpAJrydAUvEb9LgbcO6nmJ+MHnXCEVivUlpRyPA8vw9PL+5wS9+8tfw0wnHJ+9hayvK8YYhEFL7e4+9vRTYxu7DfYBJAQgAKJw3IGSCtZAH7qweASKfojvKou8xr2dqxuhesNSC1kEvFJg0HEy4QFC8n+7vYEZPreb28iW87hU9iuP58YA//Btfjgfjf/hS7vL2x6MAGFojNoODs7+fhzHy8zzJMiaP6Xq7tfcW3pHzIxX8zgK5XNM7fg33s2/77hzH9WeYz3ZgUFc/6H4dskpWxraOdt7F0g6E1xphCrozo79HWEI2Wciy4LetoSDitc4Kjp3bk5otZKesGFqXEMFTKNDz96JkrbjmTuVCHTTD2nGo7HP2rzs8+l/0ASocEuyM6/c+VVbo6kbmwTHHrTdYrVGNQ0CndZa5LFBOLLuMFsCbKgEwFIjeYb6v8ExogI2JnpVdX2uSjVlap1KwnpeV5yaUu3fjdce6S9e77dflzmuhtaV34R3qtApvGSZSb5mCMgo2ZdSHBoPaewM814CdMua4Ne+1ssyRV3TomeKeSTI3gaIuy5UN1xIBJej3DPUYvU1BzEVlhqhiMqv44Nsfwr3j7vYFWttwuj+hmGE5HlBLCSK1Futgu7/D8el7YEruVXk0HxkiPfNiXD3mfTx7UHd/oxTYNrTTHe5ffsLHDnrt4FWJr3dvcDNUGgjiWYEtqDdPUY7P8MF3D2jrHT79+U/QTg2wisPTJ6j1wPLRACzBvAq0bcseOo4SDKptzXyLvm0otQYDLYn6A1QErXhRiXNn+mXEebLkOx7V6emIR+3p8QsQHBkj0fxwWn7XZ/aRgwvgXQ7GozjetJFnALBLjJLin4T8+bkpnHkfO7/OBGxEfLPPF9+PcQYCWa3hQ8DMSXYzlBhsj6P07KGNM3srzkHN/i+dIi5CJN6nxkNmcFYhmLgjCCaypTaVkpSYPDnLcsixllqTyTKEyDRqG9+NXhPxeWUlgypIsnwXzCovDm97gqEungr6WpKbAYP7QnMeCmGqFJC3ZwoPmLHjKO+p/IQ+8TSoi6QV9SgJYR73jLE3H/1YnNUVYd+OvIRYXwaI5zBffQj+3jcs9cAwUSh9VfAAw5sUFUBLAECBKpe9SpAz98Uw0baPdZOcJ5NQF/DJUmM39o6w7Lvi3kelidEi7ohx+si1CQePZ8VI5FlIiYycI/XT2Vv6qno5169SRgaQy6J7i3ARc1BiPYerXV1/Yy2Km8ThzdLVH8BwzZ389PlzlFd3WLcohQ2W1RaVU9zH6+mE4xOt1Wnurv48kkfn0tJzTyNmeYX9w194V41dhbYTvG1Q1qNNm3/Q9COeoegapMC3iqXEz/XJM5TDAU9OJ2zLHU53d7h/eYvD4QaVVWAoC9DohSRrbV2CWbe3FmXRXZThhnVbUcsyyYSWLLOtbSx1r2mImFkCigBAnlVDeuaqfBIaGVFaezbp5wvnawAugHcejEd9+PTTzuU4/ZtLcQYWV651gYTPvRazkJvOfRA9A6mQJfx3v2l8aWmNq8y+mJ3VCYrgdBIMSDSKalV/Dkj1RNvtJaALY+J6Rgey42hUEwwCp/QgWCiYaDtecrwhRBQnnxTW0G/jvyYrd8iB3ma4JSUp3gTbEeWI9TMVNIzChF6K3neEX6EUh8CJMlDQE8CqEiaEakJ7H2810+9SyPsQgvrGrESnz80GayWMylrD4jxEKV2AmbocER4ijRExtny/4bZQjwclCuu5892ZoRvZMrOd/DQlCbhKfq7wTKNXJ4ZsuY68RWmqSgVrXQAPL5bCSukZ2sJTUJeK0knExPckhk2BuwAbY73OrLnO/4HAsZPWew6jLNkdFzCT10RlxgHC5NTYTitQoqrHuHYjUSSAq7M/xvHpExz6E9y/eon1dILhwGTD+O6nH/0MZgVP3/8G1538OFxjBL3jE9/N/57DQnv5zBg6AxwjURSw1tC2e5xefEywV+hVijmICwxvUSmj3DNetgOlRzkqk1i9FDz78DvYTvd4cjrh9hcfYT3d4/6TV0ApOD59NvYJY0ytraLVifnr6ucT7/J0WtP1KMMj12Dj3pJXzz2aIFqBVYbEJD+KoTv5eTL521DqATdPnuRqgVNW7FApRmXYIz5uTyt++I/eeTAe3bG32L/gIjoPg8izgQlEuCACN8dZWCS/emWcdvZ5WFy6z/CIzIlfM4AZ17bd7/rOxb2lgDHcyrUOpkfv4VYWsIhHHpZkToe8L2ajnHO2zKTsr1kLAisJds6ez5FCwx0jUZEKtmC8A5XG0fbFHBIJQiYO2EXaFMI/wzNUUMDguQhFW2lB/f/svb+vbmmWHvSs993fuVW3uqq7+ndPd9O0kY2QBQJmDAESGRIJkFpE/AGExEgQWUQQEGAhYgIkwIARCSIi8cwkFo7swTJ2AmgYpruq655vv+8iWM+z1trfvTXTA7jqtHz3TNc95zv72/v9vZ7161kyswtQUBgzvqETpGVMQBu3dFO8ZSGo8TcUC6qhpWIOy4NxUyBPU5ChBGhodlCshrW0yGFZGyKyAVDPF7smx+ZhEYbFYwZYOebE2hsrYknTpTK7ed6RQl4Fwvba2f9MNaTGW30XGRsu96mMugSN04oyFCUqEMh02tyLfE6Mhef6EJcJTSsxrE62WEQaZQDNDVVIHdOwFzlBRqyPDz98jTEN9+dnjL1wOyawDXvf8avPfokPP/4YAqU9kPNx87895G3PXG5soCTPocegcMc+78Ba4brzegOXe1iNRtmFnKBQBgGAGRqwJNazecAA3J4G1ph4ev0RbE68sV9hnQtffPYZXUUHQZpBOFy1chTAS/gba8CDkGu7hWWUfRrzyIywTFPm89Y6LwNnLpYWFrobg2sf+ODD14gE8nFRRALcl/vvUU98add7C8YLu67A4v/rw1ogJ7q2er1CXttF8xfIeGzXu7/XPbYSk9r1V9DQAcljX60Jljx89NcmxMG+DMuehcA5Duikjg0+i3CqaVfS1JVVEHKMhEe9doTGDGXZyMqwGQSKskik1eYqtAmF4j0ELxKU6lMkAZCcisGrQ8VJOM6VhRHsmMs3DgIjFVzrp35wIHC8WOtkOOMhzNKac5kJWkYy8LODoDEuQkIZIimErOI8jnlkJoWsQfM4UgDFNwJYbK5TpeEqnkVCfI4JkVe5VRtCABBoWQmaR/eEoyxqc1ZQ7EbQkg+zSGtkf8MkXvMXPvjSwseIAN5o73prX+0dlVWHrAri9GBgsreCcJKvsRRHAiew/dtPuDFnagRplsDoXmeuO0NYPcJwEWRyy4vO/CCQ3FjABo7bE56envD8xZsQ7HZgYOPNH//fuH/rW3j64BvwyyJ1KItKv+f+b/sSbHn9Uu0r1wir+doRwPJ8xl4nzs8/i9opOj+4xpDzJ0AZHDWqZGuOJMLaO+qULDjGcYOvE9sdx/EEO274cN7w2h33X32O+/0NvvjjP8Z5f8bz8xdlyYAFeye7FGybxvRzng8KHGaK6TwmrUWxZo45cb/fuV4KmJdlA2WlMbrqzAAb+OTTb+Hjb36KoHW7Op5r/B8/eH+9tOvFAIyuCfzDMHhJMClmImlz2+bXIZmaUwMn77RopFYtdbDS9K49uZre39Z76nqrAJmEvbUjqylTm/f4YtyBh6ozMCL9bCpg0qqZrsMcmViI7bjDMS0yIETdG5adosqOu0eds47MvgAzC2QhuLiEmpavsRWnxHDEOwcw3CMGQZkjVnwfZpGxcjB/3nxi7BOMe4y4jzmoKYVZXMGEMddgNU2vmAzEAb7Z3tUsIeYVtNpN2gDdOTTDDyuq8Xgeomz2MNxIFLT2Cq4SRG2GjPGhpUZWm0VXzNASjNGOeAQLoqrp0V65FMxGzivA7B2vReK8R9Tfm6mEIcgBzCNM2GtjzYhNiAN/VryK0YoiDX1Lkw4huc6T5FDjMvcZbOsgqIhVG+nFE9tXo/ZmEOxxENxsbDcYJuAr4okcwGEw3GB+YjkSIIUCsXE6DRxzYniAoNNPnOuOdB8Nx9ihdT+9+hCff/4Z5nwG/BXG3Pjil5/j9uoDwA7usua+E1S+4n7+3CxP+nvb+zUvqksaFq/zvMPXwv3+hiBPk+f01MQ6CcOPqgGPSOHdwLlPzDFwnsFPEtWKg4HXzFni/o5hM0D7cBwffIRxe8IYwHpzx/35Db74/FcAIvZi3e/Rl2HYe4S1wgRwFvlnokheZIU43CJ3yMzwfN6zz07QHudowAb3OJ8OA+MuApDfxsBx+yC2l88CGTmGFZ8k8P+Sr8/evHeRfO3Xu0Tvo3b/5WL5y6+3Ua807K7Nd1Tt+ab++cXE+fCsEML1nRLE3VJwDUZ8Bx6/mIYzaLFbQqxOtDRPIzQLM2MmCSIi3MoFkebqzsyIBjQQZvwMKgRDFbNGBk39D5qafOLNqv9grqRQd2fRNX5b9TSyDkdjHbXgmTCn4GxzBVRAaYw1yZ7owF6+KZjp+985lZXj3+YurAHtI2q6yWgJZLvS7J3spZY+aLGcukelyQ8++JBunBiUi/ulxVP0zKNc6+Nadh65XpAa8OZhvQHyOegBtbYVw5HCDg74FtlqszhEYN600ozzO1y7ea+K14RKms+BK3C1Amm7RUO1XdIV4LIMrQJ6ZjiG5VqKhxcgDZddzMEcIVQxonaI6qHE+j6zv4vEUAEkDeN2ADDs80wLjdKcX7/+CGs9R4VSDPzij/4PrHXHJ9/9HmtieNVmebi6WzCv3KrXbJTkLQFgWPC1sM87nn/5C1S8j/aILF/iDEHuZY1rZJgpEyfI8wDH/X4mAIQN+LrHM2zDGMiJAQx7wquPvwN8Emvxo/ubBBfYG+t+AnA8389YPwgwLQsTaD0EHE8jSrZHoOcAdtSM2WuTVE1nZZ1zWEXath104zlef/yNtO4VGd7b56blqn+510ev3rtIvvbrEUw8/vz/BlzoGRLUjxJQzzQe4uUS0elQx8a72vfYOrvcwM+svt09MA06PDw/DtHdBJDuvJy9qHgRpewp3U80wxn/AKWdtXYkXpGl4OoOio8VVNbGQQFdb1lVvHkyJEyaaTifG/MQ5bQVv9GsSKDC5kBlVzTfPpRSu1tsg9WjERwbeag3MOYI4QSIvTGaJC4Bf5hlWS66i+ciKNViA+ARAzMMtEKUWyTmgkRgM7TwnfUX5KaS7NU4aoLingll0DAbCcYD22gyKWCwGFAXnF8EgbRA9YDjnhm0bV1SCdXFjPZvADM1ePdcuLKI6Ln5LyyLVuU6MLmzcF2T6n9mHLH9yZeiMRkwxWCggPseG+4Tw5xuNioPzoDcjYwxiMBOBYky3ZZMs3ttYGy8+fxzvHnzBh++/ijXU+25Lz+NHg36PUukXCQO+Il9fwbWiaJfj4E37T9o/Vu4KeAY+RyLdPJBFyGz1BzhbpB7L3CxihsafMX3Y15i4E8/gWGw+YQxwrWy9wZuAcY+/GDQzXLg+fkNVL13kzNj7UWFI5QFgbtFpt/or+KUIu5H+yrPZmOM6jFxO24qUZfncmJonde59750Kl7E9dmb90RbL+DSIX89iB5U4nYnUoDhQYPoz3i89xHAXN73oE3WjW2Bv6MtJZD0NG9niZcmGNv7LVCh1tQBBu77nmti2VgdYLI4KHsCKiqUJnNP83OGqqWfvhOCxbN5/l46p0JnEZwHyKwr4StgFv+EnySG0VI4tyHKuegD4NSAUxg62IeanczWkWWHEikoqUu767UQpF17lmaPmA3IikMhn4IM17FN8+t2JHkGkUBo6E7tfWLeBgFXpKW2UFk4dMBbRr0bQMZEBkHy2QrMu6yuQeHb15IjtTskKROFnzsyXgMEmiFv01VkY7C2RQRFms3sewCyXQc6EHEPGA+4RyXiI41yrxVEVrcCMbHYCICYbplkYbTWlJgJy9F2peKigI13UOMNrdcYG4zrdESw4P2MtE0X2EAGP7v2Cfu4bYcGfRyhgbtjn2/w2f/1h/jw9TfqDQku+zbpgdve+tT+5lHIywhSzR0478A+cX/zJn6PaePenCWY9cJh5PhA7q15xH3GGObN9TGZWg5E+niA2Njc5z5p0bQEWPHDZp0fw1qAYwQF+0TE21iwfh5PTzHW687nRAbIPs+YV6Wu8rnK6FJckdhXU8EZIG2/RR/JHqqIrVp0nIWLEogXf3306obf+YosGP/9V/KWX/96EQBDh8P1937ot8NKV2r3cYf+Uvpse5p1n3T/3sO9+Y6rsGGZisu9/X06/C3bYRSOV6ARQknZA9dMha4Vl1Y3LmOQRa2a6Kp4h7jJm29cXzSvsdQTVFgIUADWxrB5eR/4uTTst8aJh7y0pgyCpDYbbgKOIoVdAgQ+KhkfZSmwCOLrKWklfryEKP+m+IcxJ7EcCZZYDVal6DH0vWiH751TrewGoJhZg0BK1WS1FkbQgiM04DnJaNrXF5GajwCT3QIAjhPNNxz7cnGYh8bHBcF1FKmhwXzp2KaYBbmQwi2DnY6rBFMhkCSTSbueVgemPo6ZgGvRojHTBL/4DoMb69ZYwICsUWGknOe6GCM05M2U56mS2wYYhcj2XXsChuR+86CYj7RVAkO2dyQY4zr3zVgRDjkBlqoCR0DvJHcGYBs4T7oJ3IG9oi7LDE0fO6xjGIPxCifMHM+/+CP4+VtRyhy0mrWt1MGFgEQpBw8ww41jcGLf3+D+2S9x3p9zfypt3OHpNjCCIYfTO1fn4IYYPYHK1oj1f55nFvjzvRjMW/vCsXCuX9F643l2DBuZibY215ULDIBghdlFIFnWCjDqHtkvqk/EZU3rVszJJMNnpkzTvXIcTxjHgTEPfP+3fpqUbFd3cTt/tEXexnsv7vrszR2/+z4G4+u9HgW4Pq3MBc+7rtkKV025WykSuOgz61kIdaVm3Ch4S7hdAUkCi27q1H1vXaVbhcYU7HsVUV3PkQzvT+t1K0ImPAj6rUMpXAJRJdIubexxJHtHxoVDLgjWyKCmcBkbVR+1QCjhG94JLqow28NctLk7xgzNfRpW0TKQXSAkX1QzZZ8lOMZkzY+dBEM7mYY8rTM9cDQsTCQVljXENNaWVN7wDghFBMaU15yPDSBiRCb76T4wxoYvWQAswZKyPWL0iBSgAMyWoaNMm6aR5cJPxMUhVrYKgNvthuUr3CQOMjAC5itSkc3gD57BPgAAIABJREFUBwuLOai1W6QAcsmEZr4uJF1hRg/Bvkx7KVJ6VTxv0QyeZFwWgbg2ZgA7Uwqh7HMcM4/9dJ4njtsN5s4g3BD26nx8K54t8KK/xDDGutxMaTVakozIOV1/0r7XykJrwYTrgA9s0sXHuBkwZ4znDssFBMp9YY+BYz5hnc8AgM/++I/wybe/g4Wgue6WHoG5UgqonSe00P4uhQPrDt8b53mPOCmOvWW/gy8i+NPCHeRM1RKQAIygMlb9AuvDNPK6fa6k2d4Kbl4DAAEH95AzRsIALIvgzXMHYHBUIHgCi30miAIBrooaXvQY4OruMsaNoIjwgAjqhcUZ9vGnn+Ljb36T3y7XKNJqpwfL0tb20gu9Pnp6b8H42q8SxbWGOlqvu9pvzarxLuCg613gxb7k7wIi8cxu4m/ZJfHHEuS4KDUoy4XnJgqRY7VRoPgMa99Ce1JlfSTg4J/T3TJKWBkQlSjJRrlNKYJ0IxhLLKP1KQVqmSv3VuphtV1j8Tg+OTdtXDYPvQjekwamHpVf3obAUsWSqC8yoQ5SFceDPUutX8bdW9DqdmyEtt81WxXcipu6G6BrRyNBRxZ0a+DWEBry0+2JYzsbr0c8Wwk/B8vUxzMsD+awnnhjTUV7fg8QRrbfPUzcm2spslE5drusFVlwzKIv4eKJ9mxn1oaH1qt4CWBhEYEokDGtEB5aZmroW+4LrmNYZPuE6kueEgTtOseRRgWc97Myo1wOkbiOWxHApUKAQXqV+KRbXipQ1JgpQQ0ZATLX/R4WMFhaNeLBwdmgTbV8Q+h1DGPl2bDM7GWw44bj6QnbgV/84f8OG8BHn36Xc67t42V9EHD0+rv2GAw5/+Yb/sWv8PzFr2pPp6WJN5sUki5AnXEPFLYQoZnh+TyT9E1FAqUjrec7Vm8HNs4zAjmdoG6tMwGcELgDGaw5jwPL26IUQCZbp82IEFr3E4LnkfFFywbPpKR2z3kGz4IbjtvED/6xn+OTT76NRfecZV917kCGuToDrBSql3p99vzegvEirrf2pVXcxAUgyKKQkqutuDoS3/rtSnhV75SgSm1EGmLXzh8E7CXbBAV2VJK7ou97E/V+acX0478DGDkUlNVhh6XmYPkMJjOYpeXd3TFVAwO4psk114K+n24Lp7/eC3CkJmnqt2RbHdxwqzEzkLBrZqT6PiMKfosJEMBwI4vfuuT8y5LkmmdZI9xJ3Ki4gwJKff6mDnn+k6dRCgWVHHeSATXN0lA1MLbqcWwejoCNW/rBBZI2rUiAtDXH2izuxSHqaXUBevyCSGt9NvD3IMiG2yXVNedybyyT9q++cKWla6fW/1pxj9JHTcJ77TRLyxc3ZlgWJIxStg9UmjdN7kgB5xWv0+NonIGmAKAARLZDeyotQpzbJluhuJq96Z6xDYcK8FXMzGCa8t4bYzPDx5xpnuRomMEhAQyc9xN7R+zAngYfE2M7uSNGlHdfC5//8hf46FvfRe3IJiTTMqLPuwC83r3ub/D85os815xzvWm5k9LgvmHbMlWc2yHHEr4jDR0RF6LYkEEuinU/Y5/dbkyDfebUaq0bbO+49zxTQRPIdy76MWYEkh5HAkABcjBzSNwtRj6XSJc9C0jQT6c9GiULom9jzrDC2g3f+ORTWkHanmp7QushLWrcx1fL6cu7Pnq64S/97L0F42u7CgzUz+UGaUL8yx4gwMGnefupwYLc0B2wdKBRmnjcWaK9wxUKbOACZKRZyyJQ4KKhfsjHL2F6bfHbSLxZLvRXbtLStksDnnawVchzyAAGCRLchFkh7+uslfITJ27oLZLSIm3RpGkBsAfgRrfLnBHlXt2pDANnxgvSZN/CR60F00myZQtrZC4HjngeUjBZnvg9gLR3KMGizA2S6Qq8HIZhRwq/TnCkCrLp7pLKCEt+igBDlt0IAbpzfmI6vY1LrrBKj20CQbER6jM711YHgaeEmo8MtBNAHIeCO5WSK7fJdY2pkeGyGjDG6ABOC4YCCCNWYJLWe4rTgnU+AljFHCvWx1A+eFXC1dhmEKoxa4J7O0zrMUZpbck+UylICV/WjTGCJCy5VBDughgP57NGBOkCONcJmwb4hu+F841j3g6M9Yz1/AWOV6/YpnbOaLwSEHbBSJBuwPriM6wvvoCrVL0skWaBegjOYluoJHoFAcvC4dx7ti3AAffRmAfjkW6w+QQz4LzfY47HUcrSOMItYs/hJhvkzHAHVsCWcRzZ/uO48Xeuk4EL4BdACUBde60DowAkXEMj5nbcnjDHxHd+9GN8+7vfa3wXI/0yxoMsz7ttOtA41e/a2y/r+uz5jt/9u+8tGF/b9U7wkKDB3rq3f+sx+PP6LAEFCXRLIKC/1h0lzPt7E0SYUZNv2iaf08tg98X+6CPMgMy3YUP8m8IfuIr3C/R6QPWqZgmMyR5dh4QH9sh3p2n+MrLyd0Y7ROncx0uMgp1tsSwdSBAiTalwlaUWOo6DwgDJgaB7FfznVDrl20+I5sFoqUNFZeQXKz0WHgmhI2BQMQSMlXDPDA5V8BWdsVn8fLs9pftE1ONXi0D8KzeJtbl3gYs2e4OWme4eEWATG2h1ouZtGMmTmpUuNUmuJ2dszEzgeWVcFQjVALkO8WEYTEXWmr+sVwp1CTxnMOeyzWdZBrpuVr9VIOExJ84sGsf1OQYU65Mp1e7AVPyDX9hYBbYApNsmsU/t6hinMWP9HIMxBQuYASiO4xZiXu6DFkvk3kFuWJ7cwwqF7RiTrKb3hV/98hf4xnEEmZS1qBsRjBGQGS04IM/HXpHJsu93BppG6wfkPuP6FMA0q6wjB0E/15YsFQgrw5wzSNKOiXnMKH3jIfTHCGFum9YvVhe2YWGd2wNum/E3EYhpTzcMM9w+eM31xvGdEYm7fAcAR4Bl9aWfZrGHdgV2p1VUTJ3GmjgDNg98+zvfDXpxWpviyGjnvs6Sak7uE9cLX/D10dMNv/MVWTD++lfyll//ehEAwx7+1QK7mBEfPk8x7SX0HoEG6gjigbJTOKZ1wRjU6Y/3XvT3/PtFuCMVw3qXLBi94mGCoXiDwEQK8Pa+Got6x6PUKX8vszQMUNqd4i0SGpnD3dKnfUnh5GPj9/aOJjC74ORpAToIEozkuCrzwismIEyrnn5YZYfoYA3pHg/X9yu9kVPkIdy3x0GnapLDkD+vVQfqsEENlEFwvjEfhLe7Z3Gyc0Xdh+N2ROVYum8EJ4T79tpJZAQCnA4sK6WwmZt5RZVLCU6dsyMEp57XzP3S5vcO7gGngIyXWQIjF78FwUFo6rQ82KjvhNkJEXi5QLSE43bQ8BKuju0r1oJH6mMPGh5DLoywClzXGRIk+N7Yo6ww6u8SKNUcEWTE1gyRFeZ2JOjJLAfoLIjnC0yacfnYoAALEtXtm/uQbWLga1jbVMNE86jF7dgr+nwwDmmtO/xcuE3Dmz/+Q7z55S/wze//EPb0inNIaEY3i687PPyCMHMsAOvNFzjvbwjQy2qRAcaK0akNz3gLVfHV2cJIaY6ljQnziafjCW6RJTNsYJvjOG6AGe73Z+y98PT0BLjj+TzzecfTEzY2bscr+D7x6ulVzMlaGLcn8mXwLJoBKA7y0Awz3O/3sOQNwz5jXhYBnGrypLvDoudjhttmYuD1t76NH/zkJ3COtQOZxl3nt6WykGeCNm4/Fl/w9d6C8TVfKVi7NaJZCLqYvmaJpIhHZoAImMg82Z6n54v/QQf7xdwJpBlfv5euVJpWatE6YPO+uHekC6Be/QgU4nMFACo6vdK76n5ro4B6pzHV0AHYzuj5DrSUNVD1HXAJVIs4AgsNRnJHWj+QQWVqjnzdyrPvtQhsjhI2CyTiWW0UZSKPrI1sCxtzO56S/Ek8DXBnBkkAqfM8Q1DuqC0R/BShtQcfgIcf2gYGgw+PEVYT3zX+zhoI6p/NEaZjgBkUYpoMUABZGdxrfWmcJVwbC2e/J75XQESER7vH+lDgdWZLPUdCNQtIeWS/OAVypSjGO5fSDTcLlm2DHXSL+MDxFMBj7WC7DHcEJ80NB9fVmo59d8w58p1A0JhHCfcQJmHtcgATNkGT+Yk5BeABOcC2bwwcYenm3NuY8OnYyzF2B2h8rtc6HDCAFXWdBeyG9iH3fEwzs0jI2uZc4wEuvIIiG7gDDC6WNwbVHnPivu54Xm9wnI4xFj77oz/EB9/4Bl598A0sfxNzu97kugrwFcvmXCvItFzpnQKDtCJxbBR3FEvKORextkRKpwBs7Wtgxzo3cl1MKWWDrLYe7KgYuJORM4J1J8Z0nHsBK7hvxquPcHv1xP1NZegVibIs4pHgm9WRzyTZ2ucZewOOhQFbJ6IFE3twjlbU4HFsjDkxbWCPie//6Ldwuz1FXE0qF7JwynUbsTZ1iAb9loB/KW4v93pvwXgBV2r1+XtZKb70fjQXibgImtZdYp9gQeZh/a1ZPQpIGIqAqjA0mkVFP4MaSL2rCTCUOb5bODLi3GQ5ADCsaWm9xzKld9sG2vMRBxdNz1nu2KrnSmm71Ddploswv+7Qikcd5hJwg4JEJnq9d5HBT6BDpv5NTUUFuJJRUpwb5NpQxVelhbqHBpbAkG6NbcDAyDS41O7nwPKV9SQcQQQVGQGMXYiqVyGKrYR/r18QPAlHZNmI3MeBzFrI4SK/Bhh4RzOxtfnkEsaFN4RuFi6coGo2y8BbraNhhgXPNSzAMOekFcLINxAH7aQ2e82+kAVkYO2gvD7PjdvtiXM5sXDivJ+4Pb3CmGCtmh3spzvG8dwx7wOG48lwv698Z6REAmAMxeb7w0WyMDAxCDQVpzJtwhkAeLBo23CPVFxDCJPNLA9a3AKbO5VWz3enK1PgyT2CRqHgWVnKXKFGULn6dF0RzAuYuu207kCWR6P1CgPzg1cYGxjHDeOYMF84v/gcRk5+J+V3X19leXCeMS1DCwLqrBS6K05JMTd7Ddio9gpMAlGoL+J86KbZM4OIHQ7sBb+fuPPsMQsa9jsJ8yIXegZwfAoyLVkJ/Dji+zQNjTlx4AiQ7wShJ6nGDeTLuEfGyF5pQVu+YUsWqVBwjtvEcTzh9I2PXn+E4+lVni3mI1PnFXeR5gqTCzRiRdLqy1Puwvf/Aq/P39zxe+8tGF/vZQ8/SwT4l9yj39Pa4P7W37q1oFtD8phKEKEjWgGOb9vdLoFLDVygf56AACmZ3mpzai1+7eRF4BRIeCc6T2OMrAdQyyEhk+BLCF/3W21eFcrKPSqFnAeshqjcVZYCzKkB6jMHMk9TwkzgSgGTtPvDtiwIlq6UnCUbEANYD4hV71JT380S5Uiei3MtAgWDLx1ekQmhA8tswm5lUpdGpDLlafpmqqA08LSYCUR4rY3MQmpn41bWUq6DBtQU+zAqYNEUrLDjmfOgn1ocJWKeNCMg2JEWamona2as0Did1pNzPadZO6uoio8AxZgJQwCEVmkt3FIz14X+tCz4MiquiDuI7RD1dgrdXaW4q58xohHLQ7diI2jSDzK1C3S6QJ5AoLc5gOyIzrUIAkKuz02uCMSiqX0dc3O73Qj6Y324IQCSR6VS3Yt1x/PnUQxMzJJjzjppOCbutNDsheEENeOA0Gu50SzBIwJnQUyjWynavC9iqAVEN9xProFop3tYCgZKEXADXr16ikYNlryfQfrnApRzYiECQg0GnzEnawUT6nk+R9bJiuq59/s9AmjPKp4XBHvRh23AsDijbrdbcI/cXuHHP/kpPvrkm+pCuU0hJUvWCR1pBdIvRm6N4cvGF3j96obf/se/GgvGf/eVvOXXv14EwGjy+CLs+6VDMAP49B1rMQX5FHAlXr59gRtdbNXSxuW+t9vW/6UwbZ/ptfpi+pe/5L0900SxGwos7N+q+/g570kLCJybz0ooXIbPNFiV6omKyygbj1NI1OaNj5tLwMM64TsOMYGQ1MhknXHGSNDKkSdESyszVLosHGktASqw8rELKtgGVCaE3CxJ/bw9A++ibLcnBfKYB6PVafnYgBndBNmHEJAOx/SRTReYKguWGsaTsuJzKSQUH0PwgRKSmtAClG26vISW6J6JfJPtMYLuBmtRxDqQpp4CmVYlNWnLBzYm+SoqLdlzbtvqN2tka+wzOUb0jpmunABMa50suhdWgqyQSjrxtRbGttCe6WtfrAQqLTXay/bAU8sdBFyx1ROVCl1q6PowxvjT2MZtArnnNnektHFHuHeCgGzmnLir2BjBlHuwj+e+QdKle0vLzZGnBNyKX3JycA5Ly5ysHBlfxUv7IfZYBaMKxUZM0KT7LFwvKy0HTMeNbHECuYHljnlYJs27BTBYK+I63HeyqJ7nnUrAZvYLCCg2/DzDRbY9YkLA2BprNVKkUM2JMW/4wU9+iteffFLnrcBS/ttcx6gYvJjmSk+FFJ7Laf0yr8/f3PF7/+t7C8bXdvU4hhTCdhXgALU+SLg260EeMBVL0Q+deAfe+rkDi0cQ/Ag2JNDTBNvblb9doEZZDHD1ySfvRFoI6k0S0r0lF3ARHeYr+E5j3v+ge2ftvMfoi8/DTkCEbbw+X41S20JoXglvHlIqd/n99ZkOB0gQUrgXQCmQCBsYTjZC94zO0B2m/qo/sqCYQRVqI31xsI082R0ANoYz5/72lG3NgFaCGmlf4deWVcWvbiUPkqqMkRgT4VpiFgAtJbIaLAWwOirlN4NCTcgGsljnIcqxslkVSWNcQxiJ6nIxE+N2uxFUbhyHsRaELFsCYhxNpkKu7YBtgotyiWVcEfedXGQSelpDlIVMKR0l44GoyirAsxZAzgnt8INjusg6GkafQRpsBWdqKUpgASDrZgJq/jdqZNDNg1g/2oXZF+c6TQrrTasAriLMw1qjNFVZsFLwySto4VYcc2DaCNdWMJBlym9mnLUllPjTUS6N6DQFp1G4gy5Ezn+mQhdrpo0wEciyaJwEBd8qi8TGxDgGthmwVuyxMaL9QFkvBhlZGeuxztUo4GOcg4TMA2DAsdfG2mf2bDdituOYaXmZNvHhx9/Ej37rJ5ivXtGqkyc5sVIehPEspjP3c7u7fi9y4oVf/yhbMMaffss//KtbK+qg3W99luW703oQi/IaaU2gIm2WR8jj/+rddXk7RvvfL5kC7fMOVPT3DjvMSqtM4Yc6+NTerjWmfxhlxZGN5YoDtMGcBFkiCauYD3ExOIEFXdtNcDrb2cOyUdqwMUYjeTOsDn1YxlBcn2kN3CAPvwQU1N63cur3PYmnzDP9vcaerVQtAyegkrYGB47JHH0KLVlYQmI4hSDT7LajWEBEFc3gWAnNNh+yjCkLQQBw7wXfFrTJus8ADIsaF26wbfDNng/AnAexk7tgg3ErO+dujHIh6OB1js2YI+pqGAU5b5J5X3O/tVbymQPHcZDgaOA2R87hytiBqnppFnYEpUKKiwFQqXBV7i0Z2veAQNG4DYxtqaAGIVvEWJiNysgGKb0poMeYVaOFGq37ynWdfW77Z1s4iBQTIpOFwTJoU2srsEAElPparCtzRJqnheCUpQ60PpkDtj2DkAcGBmZQdPtI4C6SVR/Gtus8mvABCvFofzKsCqwTNE6EkjCGhSmSe2wDuE0WAvM4K8acWAQEa60U/Mc8cNxuSKvvDiKv20E3mo5XcroAwHCDn8/w08mGegJYgMDGdux9x7kXzvPE2nckzb4xBNhGBgDP2xFzdBz47vd+gFcffEDX3aYbUPtGFtxay192CVAhR0Rz/f56idcLsWC847MLoG3BXShLwsVK4PXFODBL/Euwy6SWorsJ9ybi850JfCQw23feCVRMB2x9Wkx+1fZyPxRM6UYJaV8pSNHe3/vGcRD7JMDNvcI8iX0FMrII+WXsKG7Zgc6dEIq2p8tDmrGCNuXeSC2TsQM2aUWh9WYrayWFCw+THalsyytmQP1ykS+pbVb93soOQAiBipFzbKcvnG3a7IhTu0KDkLLEKP0y5/QB9KlMdQeQIoe6/A8hqAeta2OwnoTm3MCiYrlY0xogDVXxAe5AlqM3ZWBQkHNNhYDSkFkicREiZVXdvXG/Nz4L8jtoPWoVqs+LVoH4Q81XBzFX64aAcbgzip1TrhyGP1S3618vYB8gT6mtzS0XC7F+7EW+xKbK5wnoVnyGM9uE4zQioFAANev37I2LhUkxG3l5rvlhYRlA23PKDErStkaK1lSkZtXkfjAra4bydDRuBOs2xVsRtV1kLVv7zMyotIqYwY5YMw7QSmQEnnHvcbsBG1GYjKByrXB3LJGA7QAQ6zzh58b9fqZ1Za0CXkvrVWvJQhUS0dnTqw/x4SffxOuPP4neZUxVuTiudmqBCDx82k5kniVSxC43vcDrfZDn13xxi7QF1zM5aHL33Q6mB0tCLsiK4EC741qQ6Kod1vvx8E1pIFdwIc3IL/cKtDz6BD2FS50zXs+CZ953Bzb553wT8Xpqh6UzSqNX3IWRWEeBlalZ0tw6hiXN89VVUt0bNUBR3Ipm06mofZPwVKAlpFhGfzdLbgMpoEK7c1T84A4tD6O9j3Oxy3oFeHTOG78DeBzTSrHpI7d5hE/a88ijkDW4nzFGg/UT4EzJVeougx+9ZkICVSm5mebL5ygGpgcaZ0zJbBVZHcACtsk9NHhAewgCxTmwnxgoYik4hnG9UWtlRbMQdJy4LcEgLKe1Tomleh4GYMv6BQv3hVesBoAKZmyWi/idq96QfQ+LFoL3gvOiyQxXlgfVOFN4K1U6ZxsZd7EdsHWhgpYg8zR3JCKjOOYecQtmzN0CN6UITI6tAZvuMR9RMyVAyMpHO+fF5szxM+ENZWmNmAMHoqBfO1fKpZOLqJQH6RUCGhj5zZ4anyPI/b7OE+GaDMr2aUaXWKRV77Vyb87jyGdg83fO8WBKsZ+LQHBxzW2szZRyM8AXzrUiIPZ0WrEW91tUm90rso20HzTzMQbh4jObuH34Gt/7wQ/LwufOTDK6glBnqvaczs18eAf8eTvB91su5Zd3vX51w+/8I+oieREA4/ESaMirWRku0CEFTgnKRL42rs9oz24PRt8Y9nhPN5Vffm8ghW+tNl3flxvr8iBABT7i3HwXXu/fLw3ysfUCN7m5x8R93+mXdmAUKOmHVvY9N3eBHBdQ0uGu4E1ZPjjkcTB6+1sNwGR2QzyvXE+7kEhyZEj7So0EEr71NxFKhdV6Z8YHDJjjiJoaY2aKpobYh95vKSCwHc4aGgEWSgiElcV5kHm6K75sPRXoqENRWvMkZbjGIKQBcixiHHdaEeARsX/Mp+TFqIBVL3DhFHK75qW4XdgupQMbcDJzROI8AX0DhZWRUwA3tWKtE1M/CgxrDvXsyGCosTIHJjNlYt4sBTPg8OW51mp98vtaW1pWmpO2jopTRJauZiVgJ+S6yCBNY8wCBl1c5JRIRYCgndwnAfIsGTUFDjT3irdIIKL95p7tBQJgK1BYAZsDdLspbbuWIbN+IoNjMeg4LWmmmAfGjQwpOMj5AGt+aOyjrcF/IStnVOaNFFMQZGzfWOfJwM9F2ndgzgNrRTDoXnUmax9E5lBTgKbhO9/5Hj748DVBQQBBtDZqrvo51688mWihS+bctAperY0v8Xof5Pk1X9oU8g90UZvBftbIsXRE+lW4dvDRF93lZ2ix1lu6gPz1lirBAUp41bvLjJwtStn7uBn8Hf9Wb2LPlebmKL946wxU4hsA5nHDGG9CI7fGitlbzK6rGFWQ+FS7DF5BhgBkX+5+7/iBvmlDES+hzLUOBu05mKbKz9nWDIjjXFZl09LABAqGrAjU0GSKD6pquiL2hg9nIAeDO1Fz7h7cCUOF2CzM3mFip7Y6HObiHZAW3abMtJ4a4GoToO+JK2MORuuHOSIBcdSHoPBmJc+1ggdkM+pzmGETfOy9scyZnTMyy8UaYDEDM1coFDnmt1tUPfUMJvQc97U2FN8T3fHk+HDX1Ff/ugVDWmR3m0y60OIrhr6qBkFFjBhzGEQjjah3sqlRw6xZMXaCJ1kJB7NgFFiYioZHZsta65LaiQkYaN1aslgUmHH3mCPFPGzH7TjCneVc+8oCIZhQgGZGlppiobhkBBxz4SDnSSdZvbuWmAPJgjoZY3Fwfym4eYxw1SQwI4DWM7UG9l7BIaJU0pPp2ma4v3kDJ6hVDM5eZ6S2co1CrLbbcH8umvM6pUm250Hbv9n2p1cf4pNPP8Un3/70ev42c+XjWVvnTfUh4p12xkjF33aOL/q/L/T6KoM8/9tf4x4z+1cB/EcAJoD/1N3/ysPf/2UA/yGAfwbAX3b3/6L9bQH4m/z177n7v/4nvetFAIy8mjadyBWVqgU8apJWpFC46v9XwUKfLbXxR8D7NgL2bM6wRwDjl590v7bGNQbDLxijDuIS9glIonOpPYXGWm4jUEhtBnWaBWOheWjjQ1pc+n6Z5tU1BDhKe8PlUJaAyJYzhmLJnTJCg2tGhnB5pOZbTIWjPUtEW+x0skxu8gpIOwIqlsQtjOad62CL6XAX4+HT0xNghvM8I+d/LWBPkiFZajqLwa6DnB9LFhm6p+Jex/ITAzNTDbNiKAGVuDAG/f616CyzS7RQ9mIdj42kNxdhlg0KjrWCJ8BATokSUICxWiYAG1WyXJpbAmJPIeNq01B7Yg5HA4jBpFkWiQ6i5gTcB7YtrqEiXOv1dgTGYt0KONU5r2wLubDKTUVyph1gw61nO0Ua52jBGtv3JX1VwnikRcRCYnmkxsYABhGVHeSesIG9VcvFCQbVtqbzE/gG6BkE3ayKmwlBAfymHbFGfcAnn2LsRFdzrO3ty8lC4LG3WPJRwN/j/fR5rr3IVeLZBrNZgMQsg1gdjrUiEPS+z7SkLb/jGIa12QcAm2mka52An9j3lfEVBsO5T4hXY62F8x4BnWuvHBvFl026iQwgn8bAh9/4GN/5/vcJ3sc1hebL3B/qj9Z2s6jlPU276grlS75ekgXDzCaA/xjAvwLg7wP4G2b219zM9K3cAAAgAElEQVT9b7Xb/h6AfwvAv/OOR/zK3f/ZX/d9LwpgSEPRzwkyaNK3y1bVXXFdF9sVbnRgoSPF2l3STuBatLJsXN9D/f16T3tv/XwxMUBxFyl/vgRxdy0+BIDiDcalR8QffCa1MPqYjYGFg4flBuMe+HvWYhmP48Be5XnlqUVcYhMcsDnCPwuBNc7ZVuql5YiBoEfCcSTRmDge+JvOnDajGq8QiuJxiD5EXITnN9yRlTElTHZLwdu+k/jK5HJRTQoOZuw9Bb3aW1qSqKlrtNg/MwpDVcCsgxH825jhC1eb1zo5arQUDcPT8UEwlCKE9PaV4DC1uVwj1mJSysVhhsweCteLTPW4goSBBL6dcyOzHto6FVCfQ6o6MjhQ3zuOeREW2rOx52h9a66oEIabVVqH8gGa9q6hNmY0BMjbvoFFQNyo32MeWrAh3xkBp333DBgUQBzrAFrrg6XHuU733sEPa6TnbvwhrkWXCkEoB7mXNM4dZMii4Sg+FwlUxnWArR3D4KTxVwrpcM902MBHK8CGGRwL+x5z8ub+BjajZPqgNed0T+Cwz+AdeX5e4XpxRiXR/XCeG+cSYVecJ24EhWvRsjHCWshZm0fU8ZnHDR+8/hA/+dnPmXFVac7aD5crQSNpB9q5c11LGkvtPmk5Lx9ivH56URaMfwHA33b3PwAAM/vPAfwbABJguPvf5d/2ux7wZ7leBMAobbcdaPpbAosWQ4Am1Jv14mphkADeb1si2uLN53u5X94W/1fAUG3qIEVA5d19C0X4EXO/7T90lxA1uB+pmcBB2mxt1jjcVLNjWWjo8T9rh2Yd9NHQK8+AOtFjWaTdKioiOC6aiXJtYIxgJsT1mfp++kzhCSQuJeANMJf5MwTvHIOEPX3ekALcYJjHjYyBi4CFgX02MW3SPE/KcqaVqjxbFkpzp1DbiOE2upMG3BemMi1ouRgCO9Smc1xTKrZS5M4maI0ZEGXTq3BVFDnbOT6ahI0waSteZKocxdA6KvC2+7o2hHsIHm4lWTsAVtyMkugT0f9FDgcHytIBjomtDMDUmjEMckZ4WpQ6AMmAbAfGlGuPIG7UmnKnEBkBFuMZApxV5C1N4C5eDGZaOKm2E1QpbqNiKtw3Jtf7gMGHw/egRWwyJTOsFFhca+qjWwYnb/GYoMlEpWfzs2XlPIxBUWo8SplR1kSeN8hDwxGgdcNxcCy2O6aevSNWxQ0YLZtr74W1N27HLSwMaYk0+I5aPesecVjneQbItoFzncBiEbK9uSZH4qSdVPSK94nnasye788EclzPSs+dETA7jxuOV6/wvR/8FnYtHmT8h9UZDlkG3Rs4bvEzbV09urgvc/IbcH3+/HIsGAB+DOB/a7//fQD/4p/h+x+Y2e8COAH8FXf/r/6km18EwOipcl2IS8R1wNG+dfktF1773PUJNSHzEtZo93v7tiBHPeHtn3vcR/+L3pduEq/PY095+0btM30UZ2iVQO8prtyrJbTaEOzc9BEEZsNYCbGySNSeMvHvTKWLd13LTUNU3qWMpYYTbYmffSnyvIGZPg/UJiVIrq4EaXaAjYFT2mSoeEEKZYZjHrLfl9kdYbaPbiqqfwM7zLHGAQ5zegjstWgqZ9smmFEiMOAbNgdUNl6H4KXgG/vkbIuZpUAX8DTQDmLivVCku961YgWMqLGiWhROyRWgCfS3W01+zVaAIGlwXp8niOKicmdQH605cx6htW7A98KJMwG86mBI0GvddEtGrd1+8HOt2WBMy7pkrcBi/A0Mj9FaEQjge2JMAoj23a116WJ7z0JhDjSBlMyu1XCCDABgET2w0JmXIB1mTFV9OBvUJ4BxNYQTBPUDTWhKwMcmZeExMJzEFI3KdgZfxRwTPkZjQ431szdBJVeqIdx6WGV5PBrQFinVHANj3vL82CusamsH18ewAUykW3IjskGclgMpIlLh3IPJc9HVZBYKzZalclhmjBxj4vs//jE+/c73sLcBWDAFFjeFR/OTrltNKddUn88OLDr4uJyisgC94Ov10w2/8/OvzILxXQIAXX/V3f/q/4+v+Jm7/wMz+3MA/kcz+5vu/ne+7OYXATAS/bvABSARpSWZmziP8X4W+MP9deVnaUkYl4OxnovL+2pr95/rbcA1wLROyCsoIIS/ajZtU6TsSknrV+DxePE1shDo5hDiYG0LQKQ91Z5kNSJ2sNrMOmCK+QjGOhJjTmwGIco9oEqxBsOe1PyprQ6LuI3NIDsRM6U7Y8zQ0PZKim/3CLaEe7pmIqU0CKJAjas0aIIbCjLNTWZlOCmKR3VrMWreOUePVqxLHE8bh5xbFBBeu+JgKoujrxG5Lgo0+GWsQfDp1CTp3pEQ7n18WFM9ayVdWKaAvo0wLhHmcD4CbIYgOVdQYRtBnZ4e2QrV1ojfAUIhJtCx3me6m7i+NUYKJO2aqPhGFCAKK/tfYNmyniUwdQlvAbc2Ls0d9AgusFVsDAlCKfPh64yid9PAKJ8EQFvWDCjws6bz4tJkF3bOj2d/JCgBwFfMw4bnPlT1WVnMcvV59d0HVCAYbhsq0ObeLUWOte9IIjAoGNLz/FjnHXNMnAQZQfkdINy355wMxmbI4uR0jay98jwLN8vJ8y6AqBkildej4izmgY+/pYBOv4zZZe3nlmrW23Y+vuvgewQXautb+/SFXp+/ueP3/uArs2D8n+7+O3/C3/8BgJ+233/Cz36ty93/Af/9AzP7nwD8cwBeOsCoIMTLpleQXR5H3IR55NT33wU8OiRI0OL9GHi8L55fRbYSFuQ7+r/9PTpw2xaCjhxpFPVzs5nk+Vx/fxcgV781NtmKHB8CEwqXDcXKueQ6HOJrsAxwVCpe+jfNKAxE911mbiAEyMauTIyQlBn1vsRhMDy1vwRtBsBXtKtZeXwVBXRoJQNPtyiWtteqgDKe+qVVTlaWbOBR8S57k8tAr64+U7RfJn7tCCiM+S+G0kyrs9C/44BFaXEaffrUh9UKVBphgjNHsqkqZsYf1pVDY8n74ZWal0CrvnLNTLLGAuoZCLixE+wtWl4G+5QuJj7PmZkjjVVadeAICvqkhReutibsBXbD/B9m/X1JbXbFsRhIW65+7FxjYUkLOnZVQRbgcmrkcgn53nQfxjibgzEUwGhpvTZifUhIO7kzwLXkvjIddYjkjOynzi08gsc7gGyCSssA0e1R1MzIgwJwDfN0yqJ/nCXFRPV9Him4OSEAap6qNklYKyOW4g2tBCC53sY6NzZT1O/3k/MfAc9h/OH9iCDZtU/sDZzrhAM472e61tyV8WVJ3IURfBhjHHj9ybfw/R//ONyzmNjjHa77ZhLrZ/SfdD3GYOg5Hby+HaD/8q7Xr2747a/IgvHf/Om3/A0Af97Mfo4AFn8ZwL/56zzbzD4F8Lm7vzGz7wL4lwD8B3/Sd14IwEjxG75sHdZD/mEuSudhBGtHMvJg71EUtYVR3893PYAD3ds0wviutBkJ9mpPv/SOLNRl9XP2rzN6Oi4b5BqbIddI72FBEt0VvmKr8Ukte2Ack9HhdRiJCVEJHTBrG7cCG/USHyENF5qfmVpUCBuaa738zgowjcqTM1j+TIfSqMBAWSm2GAGN3ppBsyorOMJpYmZxMs09zdtARLCHxWNhHkGzvNYKoh/2dcz4DAR3qT8LY3CY5eqYLYah3ANBMuQM+x9jaiIzK8UsxkuPtDEywPbRgtFNzWMeUdOCpu7hwNL7h0VmC7gnZmjXF6FEIHAcAmWMa/EI2syCWjvqQuwhdwGKDIwNnTPaKM1ZKYJpdkdLHR4BVs0YHGrAwMD9fM4MoOm0c1DZ1N5Suiy4DjYnS2MQwboL2IZtM8KcWf4dZA1VGzEGbsPSWgHuv8AW0S7zjW2jXH9gMVF3AAML95y3DcbhOGLkDXkOnNiYZhh2tDiNjeHMpCCh2qDbS0B9Wlme8kxJS4kF54f2qphK3VnELNrpqUwoE8sJpOWK8zwpjtstVu1WttbKyqqLabonuS6AsHy5rzxP5jFz/3DFA9iRNTOOAKBzwObE9378Q3zw6gM4DGufwcGi88rLOlibrvr2CBj69QgiHoGFzud3amQv6HpJWSTufprZvw3gf0Ckqf5n7v6/mNm/D+B33f2vmdlfAvBfAvgUwL9mZv+eu/9FAP8UgP+EwZ8DEYPxt77kVQBeDMAoYapzM60CbWM+BoEmnLAes1F/z+fw3sfYCT0L7Tn9uUCZgmWezWjny31xqQx2lSlnGyz3VdzXAEiZ/5D9rO8W6AgFuB9OLZhOQhehpQ5q62LhHDxQgajZMFLT1XsDRgSok/YbAiAOWB4EAEglRK19UXiGthsHV/2sejBKf0vzKbXXYZalwENuUxvl3MfDWQPEKiAvxqVSLwFgIFJTFxZjS4I/YM4jzL0lz6gxD1R1igIh8Y6ZcyoiMSDud+wEVe6RoTNo8ibaZX9YHp3AAGbMhkCCZFkUbG+sgUzb3RybMEOFwMqVylRDMUbKVZKBcojnaE8MDNz3qRnDQghpxYqE0ttZSsnj0UDMYqCgQNvy4JqQW2FvVtbdBseJOQ8KEE+3j4BhFCSjdcO5RmGXfgyth3GDjYWxacUaAxAw2rlqglxNq5JS0eChwXPo3AbMV8RaAAhyT+3dWO8RXEoOCPKNLDMGMzt8GCYmxjjgrjUVa2NRBOOYUbME4SqKeBKrv0PtA838/DuDkcFHmkdhs3QnmeX5Mu0GR7BvOqm6lSFU1XOjnHoP+Pa1UXVl4h3mjr0cA47z1JkErPuJjHPR2h2G6QSbA+S7eIUPnj4kR8cuN441cNH6sTlFmWKPBwtFuzrIv7g0E6zXfnvJ1wuzYMDd/zqAv/7w2b/bfv4bCNfJ4/f+ZwD/9J+lPS8EYNjDv3Wl9QAFEvRT2T2s6aW6Fw9+P2sCutIj47/d4uH5F394VhyCj9+tex7NdfV6tlnMhPblrpD6bjd9+3Uv9cbB2s98KWsPuIc5NN47kGZ2lF+6W1aulshL7xHgBcmkmUKaP6f1SKl2DiAJcdCyLqy0YQdOkWXxflXTlNa2myFHpmP5tJUClzUOaG6ew5AVPaVleo1pRqlLreYh3+MLChBam4/4fbDWisYSHsJCFgmAYNMLXMjMf1mjTs3WYvDXCtfDZhpmkVVpTVr2Z0tDZp+Wr1wHqmESj3hw3bniYnb+jgRtSOtIFB3j+JqRnlp7gSuS7R7jiM92Dhrn2bNNcs+VRsz/bieg1B88WmxhpkdzkUS5dqNlKOY74gkibXKLoCvfr8wguXli08lgmMpECjLFZzE1NanBOZ4mpYMzovGOL8c87CpbvncBrOEo4c/1JQUqY1yA5ACJZcX18eBWeb4/N/6Sq6tOhcscATQDKNT3VSF1Oxk5mbXmW/ThfgHesgbNOWBjYo4ZHHa3G37005/hk29+irZBae1R1lfNtcBEHjy5Sr78eozj0L/OdYLfAOsF8JXHYLyo60UADMnLkpuyRlSUsa63xf/bgj7/6o93l0/5+u0vu5qAdy34/gbLgyVhj7X3WD2nCytHa++XbpBC7/n+Ue/K1quGgRC9DkE9RWRSifh1znoKTDOkKTz6yawMCUcD3K20/wQT9bztnpkNKgQGVJvDBMwHuPz4cZDvTSHiJfTXrqAyhaoGg0EJQnjUVhiT70VpUGF5Gm2aCCAYC5EAzmoesrR8HvKGcTBALwX6IHeCLFarhr5ZAdQ/zU1pdRz/xkApGm/FfUya+1ukDszqwI2shBiUtc52j7TVkEmbmryCIjVwAnGal1qjVaum3+PuWNSSwXmwOWpNQWupFvf2oLjugn2L5EmyCwxcBLIeTfKVEPwaRrC3GmrP7BIuBmSwITChaqoGkNobJYhM8Tutz8IXQzE6JJfyBSzWcDFc33+p+auYDlmMYu4itESgukBMPIfWwXFwH5GZlTEbzs01ESB17PhdZdJnso1WJlhWwyVY9rXIv0Kr6t7F0ElQobac616MqNrb+Vwk0BTR39O8YYwDH3/rWwjrIq2SGhFvpdbT2qAYJZLVxZBdzkLk9+vse+t8ZDv+VA3tBV0vzYLxVV4vAmDkImsHZJ5d1zsQt9llbV3dHwUAJIqtfQ/tAPK3nozUSr19M9oWd+c20qHl9dZrj/TOdrZIwPCWhjmaxozLdxNsNa0rBWTvoxcsuz094fnzX+V4KLuij12PK5FwCovHuL4TtckVpLZ3uWpQMgYRJEetNwt4lTUgLMJlFnV20h7mMqwUEeMwVJOE8RtRvKlcFBDoEkeBeDDOIAnKGg3qAw9vWTJEOjbGSGA0jyP91CIP68ReBkTRKHfOheowjDJVu3zE7Lh+F9Mqx9KpLS/yZJi1WJ45so3bPRgwKRiW1p5ATFJWD8Yx0d++4zAP3MnRZ4xTvJuCpgnhTMnMDIYwdR9jNC081oisgkbBFnMYEf5av7k3nfOL0jwViFx7ZCQAnslKW3MmsJcgIivnxnsiAyMEnOI5dLaoLxkHZGDWFenSZ7Rfqc2yghkiddTNodon5mUBctDVMwYr0Vaqs06i2GqyvzLAleBQFqEISo052eK94OEQLhfDPhnoaWEuUGpxVkUW4IEhOMkCaGRwsDF2ZauKarifwjDGteBxj6wQY9B6NAyGiW//4Ef47vd/ABfDqOaQK0KdSrI+7m3tjxh7ezs+CdefdV7VetPRpEP1EZq8zOu9BeNrvgrttojpx7/131IZ02K8mpG9fSM+FHBpAaNvPV//LctJ6Sh8slVMhipNpp+S93TELcGq/RLy0HKj93uuUMfa7037gdXZnBoxqZ9FL0wtbe+Vpt3+7MsG5iGQqX4A0My60s6yHoqRfTFNzVe3kSMEn1wza5cjCx4CU0Jc39nbM2o/AlMJ/GQVGgPTgPNkQKQh10m1k64AGxgIVsjjGJlWqz6baKgNJQQarbbSN7NWRbM+yOcvgSOB5qNbVRh3Id8650nEUZlZAQpyDyIlBcbpsAXvNaK3SbC1KUw2nPEajGNYfL4LRKPFCkVcQdWGK7pzzXGmMDcAHuBktXidlhXD9mEAtlNk5hhotTqnKt1wVgHUsYcKDGSbBQLgxVrqgO+VMTLBuGmAzcj6sDD9L9KzjxHH2gAJvUYUwJujAoWNYKnmZuReSeALCyZLZkbZmFyvgBwAa0dAqMB4gEaPTBIYSpt3iCcjKMfD5maYGAacHpaJCJRcFezOtvjeDPylpQ1OYixaefdiGfWdAcTDgPveAAGqi/+kja+7FzHcdqakK3YIEUDKM+sYExgHvv2d7wE9+F1z2+ZfVoYeg6GYJYFzZfB8GbjQZ31t/iZe7y0YL+AqrTc0qwx2LBEV95UOnIK7QAI3eAbYvxumdCiRhyEP5zKbK1ah+c0v4KFvBmkSDQpxP1z2RG6qK7joGggut1MwPuwt693h5t/umBzH47gxI6JXQa0RBCqnPs34rqwAf7i/jRjBRhy0UatAtQFMUfypuTOhnxaKtReGz6KLpiYSMj9SV9NKUBMYfTdgHhNzKq9/pEAN18aMAlchidI6EprnThNvuoG24/TQHo/jgII4pV0ZwVDFYnAOdgXoDo5Zua3sOl6bZnKCFAnRtGpQuIbwZ5/4d6XLpiWNQG1MuY82hQtyLo106BLge2/c789Bbz0sLScjhRwzKiAQUsBGrqIMGBYg0lpbQRRlWyBIHA+1dzR5qqzqEENr/if+n75/A1KDX644iYVl0bc5w1ViINjcK9ZNoCaYTWa3jKRKF1dCME3u/N33xknG2Hm74RDJllkST02L+CDj3vS9s76NhOOcs4KHG3B07MjWcYco5KeNHGVl30RA846AUiktW+tCFqU4qQb5O/a50pKmqsIiCxtq8445XaL7ttrXsobBxJKKbKcCs2OxRf9sRjvmPPDq9Tfwwx/9GDgmVAHWdC60I0lzr88ScPDe/JtAeJ4tZUnNc1igz2vfvL9+c64XATCkMZXl4sFMhlpXEhz9315jYe8eFCpkfKULjzPwWn67lHoibevv7PeN1N472IkYBaWMvt3HkDMyoQMFSvgOfi5rRoEPHlpDGnGNyW7tmHuTXyBMqaLcXqvSDEsZEMiwYML0ErxhBpVeVFqyLEXxnFUARVYS92RlnASLUdVyYyXhluf8qD7I2o6DAi01fwzGtbGw2cnS544EFxoz0BpySlYeI/voe1/fa5YWlIg3oMBeSimM/4SbhXEWh+llnGcUMjQG78GSwVHVYxNMaNFyvnLcPCiil+9ykYh7gqsu3S1ci8M9x1XporaBBQdI5yy68TEm5rixDUOZj5FCyfHdmcrLAloaNwptmepNgIdasMau20AiHgAJkvJZFGIDdP/sSD8+z5VAeY6RVrJwjQAZ/0JrmMOxz3sGEsIm5iir2Gb2UdTmYAl5pUavFd/DoHXKgsDNDBiG84wUZ+ydgGfOG8xjrPYOS9Vk+21w/NYdRjbMSBU1BEvrwDIAJiZZpFAfBL2RXRLWOc9BjL3VM08CZ50Y88C635NvZu9yqWBvLIDzPggkwsXiK+Jn1nlH+VxwWaObAHnMyfT3EYDIV4KqVx+8xg9/9GO8ev2azJ6P1tqyNCSY4Lq4BGvKcmaGwbl8dJHk/m3KnoHamo2LAvKbcH3+5o7ff+8i+fqvVMqbNlifXUGGhEuAkes9j/p6KMsNDKD8ho+XFr+sF6DpUO+QH7isH9TgCYq29kEDGRmoeXmft/seLCxtw2VQopCRDlg9lxaD1lEc85D8A1Ug/YnPp7SxCh70RF6eHghg5997uwJMyZTORqV6SlnGMRTrp4Z7DDQqazSLhrfgPgXjhUYZZcu5LipzrgATCKBAJkJqc06QYQDmcSQg8l2l2LNPgqyydFj4ncXVwWVRmR7eYwua1celUTPToV3ijxA4hAPzxloTGPk8xX1kWrY34EtuGIFPRwiZZM+EYdwO+PYQmgIJ7ICW22pSbRhrwEg4ZCBscIMkdbdFvIiRsCn2oLNv5Za77t8QWBqzMaMomtwYyhzSXhIHyd4ba91pVicAsQkM9pHj9Hze33pfWJsUf+F4/uKLyHyYE6LaVtCjwNJeqpw7GDdpmPMgjwSDiAk6fXvU/tFZMsRNsnC7HVmiJjNE3OHmDLLk8JpiRGpvad4BxmcoDdaAvcPithXUa9E31dbR/l1rcS+tjMOJwFceEBtYZ1ig+po9dwO4FvMyWdztdnvCz//CXwDIOXOMJ45FtVdXnmQNKHzZ9QguNA6X7yWY70C/PUPn9Au+Pnp1w2//ua/GRfLXvpK3/PrXCwEYKd3yt/55/fVtiwN/e+un6zIkENGzWupaym0P90yEIIx6hu93bBK7LGzPz4DHtE/vQMZb+y4N7OACDxuu9a6BgPjdLn0Hewm6BIACJrFxGzujYgge37fbaHvK87jHrhrqbOCh2Bb5XLFmeo1SgIDKVNDhu1bxGQy6WtamqXqwWmRaqHaChDlnajhOs/EYgyF7nmbp7iZSyXQX6oqvh8iyNv4EGn2itnsK0KS/buAnYzc4RpB2SsF+PQhZN4SYqVvUdEALhLxdDErBdZ6AWpwK0HvMErBFMTi5cpDtiiqdYa+ax5HrK+M/cg3uFAbu4RrJcWGWhI+d2rXG1Yzhky5UzNWyr4qDUSt137jfV+5taf9mRb6m7aRkTBXMcxGGNVdMpK96uoliPlWHB+F6OeIday2sHW66HqQcy6oyfTaQgbG+y8pkpoyTaKvAJIAsImYmV4gnWMwzoglSxQZFOy335947h93a1peVUW0uF1yBGq2rVHLYhs3/zRnzrzotikeaxw0fffLNzFaJr4YVqismlo1S+962cBj3QV/L/XrLkpGDY2haD5K17eH7L/X67H2Q59d/JfIFoJOuuyCqTHW/53q/t5+Rv2nRN1DgfrnP0eI5UpvtLXu7rY+QR99JWmee5MULUVpw3xeXfXT5rOJQ+nWFYr1f1wZmhkRuSkvTuSwqOpBqo3u9n2MS5Q04C6mBxwEmMywu2ny+jgjFmLWAoGmmQFIw5HJRU0eQp9z4EqKKy0htfYRWPg4e3E2A+I4Db8yRmRhJN690WQtgJICjpeJG1w4Pd4OIplKsQAddjUUBB4dffcogUHVPsDAkuDXhFCy7pVz2NTKsqK37PJUvmutLvwtUWvBcTJGRTZUbjwcngMimOIS3RI3uAgPcK8MrEDT95LuCpi/M+hYCWyA+AKKnGw4ER1pse6+0DhxPt3hEu9d3CP9L6i+otbMqK4ypsVzXyoAZBKHn/UzCOZsTt+PAhuM8TwJ/xhyMFqtDEFBuwoFjDDJigmPKrB3tRQaErpaq7bRGGcj6Cr/0YW/PoGPNq29lfRXhWayzXUDCkYGg3U0cy4rPHMiMEaFRsbfudQdgWRBN71juOEbEvLz++BN874c/vKy9sh7rbQ+gAMj1nMD2cf3mWg8lxBsvi8siCq3tB5dIOyxfuvUCeG/BeBFX092gBVvxCoqfeDjF+K9dnqHgog5Z6i8X8MCTXOi71q1+iIO63CEFZK7LmlqlSG9yMznbXlppBzP1PsuD/p0Wxd5BCe1qDv2kJbAqhZRtpWCNw1mtt3ZYx7VlFYC0+Gj8dODk4VfCTcGcsz7fGyB3QQC1YOF0ptMxnT/+th3HnDh3uVvyENRYwNK6YYNuhYR38W+017O/g/TLhgpiE504HOHL3icutTY4XnsxfuW8B0cBrSU1zlxXOvOGNHSVYo+bUpNnP2agGsCdVm9WNh2R6SKqBE21OwNeKST6lQRLW9wlPa4o/rQWbTge86OvyI2C7azZcgUmkzFCKuMN477bIEvjhPJIou0StuQ+YUbOtshySSXBPUnSYh52NthswA7D9J0ZQNE/pym/xd8cdJ+cqywGI0qT77ViZ2pvGKIuRjLIIqqgsq/Pb94weFQuH/JvcFyj3PlM4X083XKu0o1GYAwgLUhiptU5kPgURdG9U2A6gAH3heW9JgmtbA6sk5mzPmoAACAASURBVJ8pg4iuDFlB0uLA6b/fnwGzmhcPgLb3xl4KDGWsEwPiNxx2TPi5sOCYt4njeMJ49YSf/uzncKbEolnB3D3TxWvlqusFZPu5+XgF4OyfeAL++DW+Fwaut7//m+AeAWjB+DvvLRhf46VV9bBcDbWZUD/rXuoACR909eBHb8+XfI59X2Z6mctlOegtQmtZDx8FHmqPpMn8baCwVWAoM0UeLRo9wLPekLwKXtpBr8xoOr3MAS9gICA2TRpOWA5Cc6dGau3A0IGZHBdhgjaPIMbTIjgN2ynQSqs23/AR/uTJA2XjxF40ce87IgPwwOFBg+3uGMfA/X4PMiE41nJSMO/UyuYx008OAAdVbuq1zXWAPJt2BtoqWNewRP+MjQEnfboC75rGRLrvabc4yH3AT2c9EES9jhWLaM4jybJMmqvs1lxHRu1wm2OsmIcFMP/fsIcxnXEj+RQYxLrOldwDCtAUSZEsMcoO0eo2WFsTLO5FgMzBiRXczfdgXVEDeQ88uCFcG4IxH4i1NBFz7eJTWEHm5DTlF+V1jMOmP2Q4AekADEduV18bfoYV6sTOYNBYIxOstY45mQrtUXPFnRV5zxNrbcxpmTo6aK1aK4IUb7cbFANsZjAGrqoIGcxY84MWsMHCXmQzPUwg0HGuFcGfBCueRxddVsqq4njGgt/p0tHYlNVSNXI2DKwRYyPdQWXpMPh+g2E3KGgdJDNTzEoqUhuYCAKsfUZNIoGKkuEb61yRYePAfj6BGX0dNjCebvj+938YYHzcIEayayxQE/G2M5BWZy3oosvg+ub+0JmTZ7mN6KNX9aM83X0U8m7Xb0IdEuC9BeMFXA8LBwUh3i4u1kxyvNsenpC+vne8qYqiXb7BTXK1oHSIIYADadsPz9JBcOnV4+NAsy68rOTvaKSH6nuFXG1zFtRRoGiNmMDVGBUxbygg07p8+b1niVzGm7LJeMju9u7r2FGw6n0DAFamR64VPAQ64EDgJPbNbe2ANEQQ4IMZNlNhRZ4FWRhqDsLKwLZRo14M1Js2E5BIMzUKrGjjpnXCg6mSiFRgNEzZs9pETTyJP11mbQaS9gOQB/cmpbe05904N6zP323WmMpo4d1FIHdRNKUKfUW/AzyypDo1aRtG14Wlu6SyATyBdwY1E4gobVXzoIDOYRbZEg64L/iYYcVioKbmKS0lqc8S+nu0aY4IpjzmUWPllVLpFETuZ4EsCwA7bgcOj/LkQccdVsTjmJg3lHvNa8/Vwg7BhjnSdagaLOt8Dkjqqi00cPvgFWYsTrjTvWK1/nxvDBdPRQO/6rUAuEqhBwrhObATLPgW0Igg55pYFrAj0dheZwpq7eW1guzuvN8pnIMDRdYRBVgbLCxSUnTkEro94Xh6wp//J/8igRcusT5ybYkbBFJ+vsSSkMqZlwun/9uVuned2GbjsnbeYf598ddnX9zx++8tGF/ndQUQcm9064O0/kd3xfW+/pT+Uy3gMiZ2UGAPdzWfYHtuCeQrwOn96IdKP9BkttdZIUtKPVvfqS/3Nr1r+6YrJjur3lGbFJBRHEJqeOUeIFTi7xWXkMGhkPLbQBHURx4QAkRyE+WcVSyEsklkNZG/ZFCT1PvlO3YEG2eWGV8rimwxov9cC8cxmbvf5ggUJgwQXE3oayDTh6052w6VT8+4lCSVqkwB2wGxAJmqa54FKsDvxJBUenQ8e+dYzkZZvrlupg1MB8SuqnntsQepPbZ14AYcFgIyLD6jxjHdEojAxkJX0S9vbqAEKnIXWq2pYTAwToBj7Jw/M4sYDYIK7VMt6tw1Cq6+bAYyUAZLE9u7S3CZ4bgdaVmIvVLBjnut5IIwC0G5PGJ7lOQwjhkavUfmQ3TBcTw9RXTNGMnaufbiM0OAjnmwts0o11fbewKINkZWMNU54I4EA5TO8fNFu+AZlplVRdSW+5NjoYJ8is9AAxddWch6NWeRrClw1YFa2wIInAYbEzgMn3z6KbZR2fBwp8EbaVY/1ASUuFwusTiX87lAxruCOxOAySRUX8LDzVxTfmEAfsnXRx/c8M//E1+NBeO//kre8utfLwRg9MWH0qTyr12APH7WLQf+8JnEberADZbw/twQXp/Bsx0FI+Qa0OdX79/lwG+/6CzpYMNwBeIXoIHrd98B6i/vrpgIdseoxB4TtqIEtdwhGRSmarvS4PhlUwokDzS9pe/1ENQi8XpsdQifAAQOmCLxFdlfUeQOoyleBZ8Y1OcsjD4sUwpL+7TUxIwabje/CiTEAT/IwrhgmLm+JPz3WjiOgxqyhC2FfksnlcVJLpBwJdXzgBKEEnLRxpFZDQ6HryDQCgqlEGjiQRlAZv64S7Puq4vmeAbnRRvZQm8uLcUbmF9Wp1yAiZkD9XDMQQbYWFWZyrl2jrmujBUxFgODR3YBeTSQfY82KIZBYAYeAZmawx57M8aM78yBqCK9k3Rt011wMkXzoIVkzBnm+xU1OoYFo6Ztzsn0tGAE++cRAnM4erDk9g3cLci8aMkY82CWDRjvsmhNiEyQxdLxYwTB19q70bOfCQgVMKxNH2nXbN+O8Qtyr517ToCyYmGYtkurUW12r3HkGO+9AdF8Ny61tSMeSkHB6rc7MI8nAI553PCzn/95vP7GR9EfrSKlpT8cbJejqYNJFwDbBeQv61mPuAaAdjiazhfdg6ubpM6mlx+H8dkXd/z+335vwfgaL78sNgCUyD0CSNpUmZHfBSjq0w4jAmjoNykLpdRfYcfbPxf8MOuftf/6O/fQn9zrpggk4OhvfQQXAisP3+9/lwCfY+KZu936vQMsAlVR/aI3Bk3BElplylQbReW8qE02C4qz7sUYEavRhO+gIjZGuEqqmucALEqY7X1iTIN7+Nd9AWJvdvrMIc2ZWrwhWC2njQvICMKgE3tN7A0chwTvgNIU5zGR1g7+X/EQ7BS+ID04eFAm1bWHu6gf+NISI7CSa2pL8wPLsB8hkGHN+mJ5YCsF11EaewbNzQOp+XqzODkJwK3cUwIGPV5Diyb3mHMcPPZa+PIXpo8Cdmj70j3TFWu9xrgGAIsYHbm31slqqLTGRJZH2yS0CkyO65YVa1eZ8fsZZcOnBevqHINxAREnsiw07+GgwIzvhSvKiniKv6docmnwTG8dNVYgkZbviCu4v3mGI3hRAETBe9Ozd5Y5v++IRxkW4Fbgfa1gHQ0q+xgLX2cY8U7RaYXFIICBFJ/Yn0GhH4fEFtGW78wOEcDQRk/qflnmXAHchqg6Gy6aok73sNQcBz786HVYPDLG4jJjOfE6Z+IMUIpwHTTunn3dHRh0a2Pei5yX+JEMsiqYZ7UPH8HESwcXQMRgvLdgfK1XBwaSuiUUH10ZuuEq1HnPJfCnof12dUbPCghNORmu5wuA8Xe0pT+/Pv9Sy4S/++e0lubBx1Gwx43Uu6GYEJqyDVkV0i36N+YBZbZkhcVG7BOv2qkh9PZAmr5+R9Oorfe6IsrNqInvjU2rSgWvCojIglFmfFkUQrNdsHHgmBP3c+VcYSg4VmmDpKq24iZQ++ZxwBlYuPcmY2OsnH2uiougJ8dzwpHxIhI085ipAUaHFEZIxGQGXyuCHDkrNBZpcUU/QSCgmAY7GENwJNCLzA5CnXnNHNFEyE8Pj/64skFsYA4j/bVlhouA2KIw0lyJX6Jfkk/d/VKF68KkrkqhBlqX3GqN+y7CKQ8noxGEanUnv0ya1gHshb1iDraIqVhsbEzHjRTgweVBQAzyd+wICEyFotnnI56i6N4dO7gegATCai+2ARMF+jxq6hhB4+3VE2AjXVxrkzmU2RlmwDGPcNntheUWO8NWAVd3nOuZPC0e60ZCfAz2BQirH2MpxpEuPrkm1oM7ESgmWrgn6FCQqLhU6r4idAOCVGyMiQ8//iZ+9NOfQDQ4Q+/U2PaleFmWZX3IMxRyZSteq4BeBbeXZSJtFwQacCfvyvW8/U0AE++6PnvzPgbja71iCRVLIaDD+m33hjTF+heo04pCU0/MBXoFGknBjBJMuYTNLwu+DCqPYKUDjWrD2/7Fd/TX6nO10fWES3uuTwdEyvTwng7GdG8S9LCfyrE3JAuhtCY9S4JHY6hDQcAp3QgQj0Rp2MQhOXYbO7VyKFtHwAKKBQxT+DpV8yNcL/8Pe+/zq1uSZQetHXG+e1++zKrKysrMquoqy92Nu21PUNtYMENMAM+YWkzgj2CChMQEIYYwYGIxYWQD5oeYIU+YG9ztiTEGIQRtCSHslux21sv7nYjNYK+1d5xzv/vyZVbmezfdL6TMd7/vOz/jxIlYe+291364Dmxb6CFkdsuYkWK6P4QlyTTGy2XDrkXPDHPusVDzWBCAc0AxBNI2gNWCKv9y9tmMOhHOYl4NwD6dNUO8QF0rt15Y83wIU2nL9WD6Og6dbMWIxUYxAKL+4zkUwC1NE2edGcaF8F0QuFCsi4CA6pzkRdDCjffJCKCkYvl4Ak+WxSVhpftckKbAhXwohupLV7bViUlzpbaCAM0i1sGAfRKLucFsMs6hweeOYS2qzCICEgMMjFigvQFzsMieYTAoNLKA7jD2CJjMe5Vr5xJBpfssBi8VaD3GWTMqf3owV5J9138OUIa+hTqrs7YHqr5JqrDCWB8lDAlnsGZ0C1NMzQCMnA9hJTGusu4aI7nIu7JJALlz4cj+h1uwI9aYeGZo/YLt7h4/+enn2O7uY3zouK1lvMY6Ns4gIWN9NMpyTnN4oyQ4ji6WZC+E9M/NR2YzuRtqJfj+tQ/vL/gX3jMY765pcV/BgQCFL9usL5OlSW+5z3rE1TL2G1usqFhD/QAolv2BVeircLQfhv3JR8m2gokn73+lrdfrXS4oz+nH/fKX9R11ZJyA7lCBqwbLdNI8NxdnxRkorqP62dQjvLASoxKrPKeHi4OmsOShdQ+67qDJka6AOeNvm6ze2RuDN8MybJzkQgBpz+JLE+Gvn3OSNo9Uz2aaFFlxlJkhzcKX7RPUc5jVtwIVjCvJETEtr3M4i1Mvz8oBdOsJIkwpeg5qB9TDjGBOJ6sh0FePTBof6rMzq1TCTxLNIgPULarRehS6mkqdlVBZY2EqvV+GSm11R+qnPB5CWb00jGCHoiYVBxLjRy4QR6wHWijB4F1wkQBdING/oaK5ZZYCQKeZM706+0DvgGd8hMs2VpzADMDqCDDUCPb6WgfEr5HeurxfkcobI3v3AN1tC9Zl7jsMEfcxrju8Lfv2ho2qs+tz6r0niJhjcnyzD+fEdURW1eVyoXjYiAtfVDLn3LO/9rr1eOZmpaHB99PrQRQYyHnBM207XssJd4qF+UBnNdpPf/pTvPzwI2TtHoEFGR6wZIHWQZkMxGKwgYxglnqnhEa9Z8CtefLxDN0LjB2f2veuffHl+xiMZ9DWDBGrFweaDJaFtv6Hx6hWfEi0YivO8RtYtlvZDl/2q/PkorCcsRZ9si1L8bLX3mkeoO5p3W0FF+tdHm77Juqvn+7v7/FFb5HrjorQzsmZlpCyRsQY6UySOo7LOKAasIPSkndaiR4refZH9qEmSjOYk1lwBg0ajwXVCwEiq2XmLTqwFFJToCTTB8VGxOyGLCrVInA0FgpjLQdDu1zIXnDqMpCtwGHBSKuQ2hHRT/0Qgd9orWceKQToygJEHq9FYCqUlVFKkQJpSDBaPm0tgFnBleMm+97j2NMHqtZJy8Ugym5X5VVl71jfYIhCa96cC5RTFU5j4Ki86UAsmiZhMYSIk/M6xyJPvgB443hygXapuyLcVjloOZYEbDtL2Ru1UuQmiHOrzDroFowgwDlDl0WCa0AEhQJ0dy3b6rTTKalnvL95xfXVA5xjZrvcZZ8PuWgQQEPM13i4Yp87PIXhynXQrGG7EOzQteLwjH+CB7g2U02TYjuq1ohnRhaWZyp3SIxxT4Dpkymptrw39PdNAG27AL3hgx/8AD/85JPsq1z8l0lpLsCi3J1iqE77AakGC+BmvZE6gR5gMTLl4l5Nue8nsFB7+RZjMP67t3KWN2/PBGD4o/8Dp8VVA/kEPDSlH72A1daBnWAjB3xtX5vJtTBPUGW9Uv0dWxzZlDrem4CNp5osZ1HRqwR1XqrXdfvhBy5opIJVhVXXpPtKtgLqw9ouRch87cNT0B8n5Ei/qxiPpiwE3oOtV61+cdUSsSzgFAu+H5iUQfeB9C9yIsaiaslrC+EjnU1FweI6x3Dc3W2lFwE9rgJUMuZ1u5kWOScnQSOwIOhpW7AqnLz71iODgdZ29eEyaet5Hp5V/WFNbFKG/lXmjFJ9sQBek7hY9bHAh6704NrQvq4AwRDlckluO0j/84IZj+tEQKojIxzimIfn0BiZ2yjEBfB4+W6E2ymYpAZrW/S9FsAlbTZTMFH9J85Q1LpnnIsjXAAtZZrEGvHJBQBjZyt2Aut7JbA5Qwiu+QVjMNaCQK73lu7HqSqtrkLshn7ZILZozpnMXBBm5TJEM7p6mBo7HWZkn1o9Lxk5ckUAwJg7nxOB44znEIDUwhUEYxbJ6vKI/tl6xzTDixcv8Nnnn+dzKpco421eM5ee001rDl7BZcxbR5ChbSr4t5rAxeN5/Kn2fcgiec9gPJPG5ZoIeaUO1yFbA0/frVklWhCPqJmLiGGxAo7nO7AXFBrS+u6OnPTKwq0rqGnvxj3dAhqP0PwKlk4gAiso0IdlseYPzG4kbRmSxW3bgH1P1UVFvs/pC0NxZHgCzPAKXL5wsRWqZ1IBW3q5IwtkqwlazwN6HnGdrUcp6LC8qALJJcEgy3MpMMf7MwPmHucIMNEqQDfPpVLlWyqWwgAfjsv9PTLojH0x5qByZACl6GcCJzjPG9ex1opwOFq/C6wggCaXBYrUzdo5CWZDTCr9znlsq3FvBRDgEWwoYLfvO6z30NBAYhVk0KREx/TZavEzgqNgUpaA3zkxjVazgTUzNGYX2D4nrIl9mpmJ1Xor5U+EeypcI1z057KgEEgAxhTiUK8cuyewAcC4hip0lrfjkQHWe9y8T7opzNHQg33ImhYlMhZuMtL8BClTz/cAzGI/GMvJa7xul1hwh9iByWyZABxTqbRz4MtffRnPpTUogLHEqbzGlYdOjZg51c9xj/tUcOcYMxm+iGMYBdwEwKTW64BTMzTrqbAvtssdgWiHm6FvF/zmn4kKqeCccaj1ohcWBTbOMRT5XqMW+qOht86/NXc2NIw2Vwpz2fYN269rwb3F9vItxmC8ZzBuNFHAigKX5V0xANVqfS13RAEJy9/W/bSP57Z6XaNVETVCjuXcGTGvl21B+WtTlc88p+jJddMbwAI4AhP9LUDgp+/PsRpaLLUoiGFAa9j6hgev+053hxYUpX7CgRkxGp2R/wIrU4tuoCsymPN4DQ5cqMaoCWq6AxPoxumjsagSo9sjmDE0AEJLoGH3GZPx1jNVs/ceNSnoTih/wqkvBPxctjLLT4NlseeIzBxla3j4h61zUaa+BeB0i5OnYBYOLNIPwdS/dJVsYioiOn8qxdDj2L7v0CRqtmHIz20ad+rj2MxmLbTWjLLisVBs25Z9rvm1lm+EEJgtDAUmYB1NFBZaUPhkQgwGtI5G9kUHdfdQ0vQag7Fg+g3XzwVw6i6YA9bQN7Jv3uAWfZOZII5kT5oh3ApON0IvCXGAlr/eQ4uU5t6YZu4d1pxA1yq2J4Yp3R7BnnUyGWihYSFXQbj+esYetB7S9O6Gy919PHsAaB3dAGvBhG3NEghf5xVzD+VPuOMiVs6QIPjh1asAhTSYwhUY2044sE8qo7bU7YBHEOzErPXXEKDF91ShDWBc75RrHiD7F4UAN753hr45rG948fJljKvaId+nDICmq+O1TMYTzEVIygQQbV7zmMEwbaLNzu0D9ESTTPhXAA6NU5SB8749z/YsAIaowNU4r3YM6lxdAmv0tKhE7bMefY0tKDS9nGFhI2S5JQUoCx4CKbXArYdUFsB60KQ3v7IDbt740gO3Qcj6uaxZnhstJkn8cV5mkgJW7AXyt7jfYG9ijyIyYoGSRbjSo7p0ZWeMMUuzAqi6H7Mi3OFl1amti6rngkWVyK7U1LjOyVLu1iyrra7BqbXyxtjYLltYtx4TbjdjeYOi9s0sx2BjNoPEv7qCSSPyI4CkUfp7jCwQp+GS7iOPglhm5bqJIMICbTmUGEApUBFZEDNdDvXctKhGX6nwF8MaCFTEFNS9BaNTzJBchOG+AKtezugRVwSHxn3LZ6HAS0lOpzx6jo1IA7XWmD0UrEYoXkfFXAMii6I1bIy7cZ/rOhpxFb2TUVh0TuCQ8Gj0UVn0Me4N5gOu1FfODw5EzAR73iyeZW8tCn1RnMu2Czo8aqQMZqPsVwwPPYoxox6LMpY0ZgUWd8ZAtNYi6JYZOq1vmGQSJdJ13a/Q1LPvlP1mPIXGg/JGWzM8PDzU+5HCbyPHQ4BKowExF6YxwG7rF/Te8dPf+CU+/vEnOV6ybydwKJegmKQbE1jNHY/nLU+fGueZdd4FH65Q+IHtsNNxzgDCdfJ8/t+H9t5F8s6bmANAzEStt6cMi6TF43OxDxqwdbz1b1nvFUi6+De5na3gYQEzfGf19aGJaYgFp/zlPMIb3v6N7b4CcOQ5DuwFd6MOwnYJwSNbJgMBMvlz10WrgvpW/6oJtTAgUmCDv6bLhZkcVkFhjRVBFU8gISu5IcY+FhqXbhUChI1ZMOpPpZYqYFWL3dh3pm2eABNi8r1c7miFRsnxkBqnGwyo8uR+pIAPj2HOLAi2grQ1EyW+EyKLPmoW/no/AKBlYc6D8emI+cmer4FnTSChJmalA3Ig1DPJ08i61LOuZz59piKCUZshYz9sdZmVZTvGTK9lXwG4+k8CYWa0/ulS0jF9ondKbvNZz8XdINdkLoq6GSKO+I1uOhkkNC7GiH4ZZKPMCVrJTJz72Q3Y2oXAU+C5JRu4UxV17FeQjEODYev5CFGXp9igqDK771IWDQ4laptEBpQB5fLwiX1EELLBU8NCL/LqvrxeB79j8KYbxtz5HBvjMQRs6UIkK2cU1JI43g9/9CPOG17jUGs8BOSUffP4nTi4Sm6aT3b6a3Wf+Gk/TVjrfi33eap9X8AFwCDPP/N2XCT/7Vs5y5u3ZwIwgBpcvkzi+r6Q7go8uDX3tpuDfc3wwLJNMSZ17BVpp415xiooS6rOi8yPfx0w+LrNT//qbzt/b4vh4aBPmn5s3kTGH6D6KpkdgovI418BGQq8LP0QLphgSSLgr1LVlNEhF0MEBSJcOQQwTuGn7cJUWopFTbIflsJVNZHs1z2ZDGVeyJKZKVpE6830pGmFzaoJItGo3kjRWoAM1dQAKlARfgQQqr4K3kPG5UijIoPzEIBTQZmawNn7YTHicNx0c0HpiJ5MicNhGddih6lXTF6c8pjGKKl2T52KGp8KhYzFfHAAcWK36vdKFW3oncGGYCVTxkk1njv6RtVwGVppTtVULAtmASsF7AaAMCjGwPJdMkgQSum2VcnT2X8L0ALQtp4ZFMEKERWt7M0CiHK8xqPFvu+4PnxZ7gMImxAE6cxLcKvcf7tfExzs85rnU+ZUPTNEsTIHgBHgHOESdHfsOwueAQks8/1iETYFuGbl1WbJxGQj4OjbHQyG+w8+QNsuUHn5dIt4AXnFcZ0zqvKA0BxyDC5+1NjP69x8DHou4+XY/PRJI/77AyrW9sWrK/72//aewXiH7RYKBmpArSBj3b5WvZPdd5QD114nV4pCJiol9XgdZdkcMwHSPcDjLxjlW2/rHesUuUCtoAJaE2PRdAD9cpFAQNyPFUsQ286cfMccGfGdqCrVC2vxO8aAMDwzH4en1Rn1GYotmaYCVWJLekw8OWmOEvraR0bq6xpFDUeHN/QGzCWtNP6dEeA5Jqw33PUQ5DJHgJYRk3TXQtwMnTVZoj6LWoNSjjMGgfcu9UydM5mJld6Q9UprdK2629J1oXGq2iak1jUOFyCtP6Uk6QCVXnkd5qhCZLqudlggk6Gh60mMRcQNxf6lYUG3xNiXwFEJbk1Mawny5mRMBGtcRGxNR9aOGPG98aVMhoadahy40c8aI9WXlsqihq2rdsxI8OEw9pmVAeCAdU8AyptKF0wu5kpxhqx+y8V16wEYJhCVSedMtw4Wdw484kgagMnrmg50qrTquGb1Fu37Hu+lrfcZ1Mj1egU4JhUvBDP4iEyWSQBICJbgOXRa4gwhLtZT5TUKsd3hBz/6BJ/94mfUDzku12e36RlclOKmjLGT1XWrncDFelz9vtBtC5A4/v06DPN9aC9fvGcwnkF7CkRooMufuGQYPIIV8c0jrYuFxThY5qhFRFeQsQCU7A2rxo8LOjcOlH8EMd9lk3WrSPT8ntaujIHqiwagAY1BjEwDcwPmQGYjJHDgvlldk4szFkNDVr870LoFXcC4rBDNImDZayKMSTGs432PmIWg5bkYICz2XECXbAhlAWzbRlVJBW7qPmltGQPvRjAd1hvp7/CB2wTjLkC00OK7DpjPHAc+HbYNaA2TW8dzotW9cCFW0TBf44gYb5GiRc5UQoc3rzREAQBbubNG4KbF2OgG4EKjZ69x2rTQqsS3BNYmLf6W1+UuTYhlfzOYbbSGmd5IFVRvLQuz5YLTtjj2HMkKDXPGjhiVTfm+Tae2xFyYAEtmJseuFuxJZ4FRQIsruPpbpdvlCmgt9nGCZgEsaUHoPiOwEJB2RGMfH9yZHvETcwyM/ZrqmzadC7JTaZSgxh0+gYGKmZhm6NaxmcdY83I1+D4x8MAaKgPyuTUPCXQVS4uicSMyX9oW/TzinsfYE7QqY2k6gT6Dr03MnC8ZIWbY7u7xyeefIjU8rO5bbWXR9LmMKfUVxyRfpNz9xkSY7B3s+PsZZOh8C4qQO3dlWdbjfp9cJF+8L3b2XNoKMggBygSJLZZ6Bgd24mDjH8HCcX/Lrc9nPSJtZJGq3F3vx1yYjWWx/7ZJjENv5CKhF34539IRq7g6DAAAIABJREFUGegIACblw9JjSPfG0nf5AmtCmQuqSCNDVk87GOuygDXpZUwKqp5CanrAS+2wDJdQdXTHzkj6R/CRwXEpSkXNimaGuXNR2XfY/V3kMJrFpGxSnVTmhuVk3Vj9M+NCBBgNmGOiUzVyjIr7cADWywnfsWFnlskav4B13IALGhdNgY1cJBYLLgBrXE/WJzlZfytrMuY8qDtmCmhjwOYh0DMCTI3PVeXsw10VwOJx1hazUabcGh76FgQ+jUC0xXqW70KUFKfOSS85cwGx0NmId7yx76fPJVUzjlPjrdItrXc43TNT2hKuxdESbOcCJdBtFbMyhlwMlLu3OHa8Xwx0pXjZmAM74zCivs+MzKMR79UYMWZ73wJ0wOBzx8OrV2jWQxtFyqkMzEQPpdp97GiTmT4tAOn1usN953XvIWRGhTDnGADB4vSRr2oZAhoxwTpslwscDb/5z/1OgNvUNDm++5pXVuMsGcP4sA6M88fjdmmw3QYWa3zPuT7SuWm7xyf8/rT3DMYzaTnhrszEsrAeF8X8a0HhxVTMR5NlnmX5W5Pb8Xx53Pwrt46XY9HEWDZ/fPhfsx3gkR8BzNpNaTkDJYpElUDrhrlr8SmgsRb2yiBVVNR9sLRiMzwnyYzkZ1DeOmPlNYVpzhiEiSh5CaYDRuCpz1jEYSzD7Y5LjzROH4MR/4y56C1rYihrBGAmgyEC6BpVFVEy1phioVpayA4LyzLy53IBC3pbTNUC2LRYQcGLzr6qwL9ghTgRsg/WbZ3d0jRZ8oEKpK5I0inPrXoaWPocwKHWSNwiaXDTIkF5aK99JQ6VFrsVwAxsoufVsQbc+b4DrA5a78VCl2sx4//kluzWYFtUR83XQgGmufhbinlNxPs0WrxPDT1tjARSmdHAbUwxNMbUVM/f83o4TpxqmHoHpGeR6bYugyKCO4Go+iuZ785Koya58BlMFOC44C6BhuYTR2m9zDFRdBhFsHqDoaPDYVunFoaToYh05jkH4CO1LiBVTysZ7niUYYRNWLp8jDoixkq5L3/4g3R9ruDiVhOQPqz5oi9xGDQHw2Y5wOPvvFwlR9fHVwRyJtA5gpDvE3sBvI/BeOct5uHVrVEz7jFuQpbe6tdbgUTtd5wQBRb8tJ1YDX1X+xRHwD1k3a+XuB7yOwTYB7ZC33m98mkk5CXXi3u53EXZ7MUqrPiAZQEgnR0R9r6wJlWgzIw+YF/PuVgYHtZJMhOnvjLWflC8wZxVBRKuugm6LlrMZD8a7GYXzzHRL5dDlkXrsUA1hFQ4YLHoNQCzUXYbtMyB6dcDDVt+f17e2smmmBxO7ssYSfeV7ldAFAs4PYAGPtNUdAMkUFVj/HjfegNEgQeem9nnwBKkyuueweWDncIg1WM/KthTmQZmQL+7qwXbjy6F1htjYA0z8lwT5GS681bATO+PeBwgAhJBmXJJomfwpiPdSo36FRIoT2KCOhOYs9JR51zGdIwnjfmQKI9rz4qofDesmXKfYoHeAHOKfY26r2QIJwDrIeHgsbg7x2OMmXZQkLdm2OfOdOeO6xgBsnuA352VfgOs7InzQkXUs2/msriL7epbZGtNnyGuRyDetgs+/fw38OPPPy8AprF3ZioOg4FjJZmD02T3FLB4DctwDIr/ei6Ox9ueTb/n3d4zGO+43QYD/HwCF0AZybdiMTToVmBS7pP6/THo4CdfXsBWP6+xB/CizPP6b6GA77j5jQ9hvNXrvG0XqGy7ujJqeSwWtv5VYvxC8Vt2AqPxU42wrArR8auLJKzD8otrWzERRtfFXLZf6Vnl+fMEgIHshYSbGvZxRaP0McwwMA8puQAO12HMzZc6qTQaJIgkWYxuHdNHPmssMGIdcznxWQGCBAZaiMBhQUsbXEAVS3KAvNNxjMdYAKC+5TiTquYKSHRpSvcUWKv0XU/jM+lqXuoq951CVKpmyWeeQmeoxcrT1RDcg/q82SI1bfU+dqYfh1VO9463wBl53AI1kbXSonw6zz9WEKFtVpE7eMV9RKGSALT7HiBg1tg1jusIAo5sDgmWBdsGaLXf98E02JCvbwTT7hEkHYXl2JdkNHT/M+OHAgBvACYztxRXloXqYDn+Uv0T8U721jB8lgjadEwT2o/WAD47w0c//vgALtTOcQ3qyxqNNUa+reaPRvWfjPbFqyt+/z2D8S5bTJ7OSSYG/zrNrovp7e81USpqG4/ARyGAAuWW+2ZqoC0/nU3HxZJdfee5yVsEF3lCWSEoRgNiKABc7u+Bf/rH8LQwZfnWghG3FQGBCh47doCqlBYNHUF4ce6IVUmaoixJdqZThtqpdhlFnkALOOj3BBQewaNzMGhyrJb68iy9YiXc/QBIDNRXsLAsBxxznzAPxco5nFTxYKArLVAyOMmgGK3sGYJZkfHiKcQFO06WAnL5bFZXGu+hsgmOmLS28cVgdJB2QaZxogFGhiDdXHTZyLhtPWE1lqe5wJS65oaKbSm8lODcDECnRDiXP5gRfEs6PsBFvoM6+FwCOn2yrgfZMYLCEGFjKqZcmz5ynACAjwG0lq4wiVGt/TT2ADpiLQwxPiKryEP10wAjQxFAmS688DHEe9MGU20B2MTYJ64PD2gGWN8CKDJ1Smq1ISfeIzUcBLMLaxP/sUvc8fDwEH+PYCsUXCmAsaaLx8vhlQIv48GpAEvGqQflElLyvaFfXuCnP/85er88YivWz69rawbVI5ZjaQ4/VAZ+aptH+/wJARpvUwfjv3krZ3nz9kwABpCTGWjB8DvaIyfGogABADLXsW35q4+0gjIV1ERxq0XgGSsYnhgKnSPme8tjnQzs75TAWDmYwke1UMV1eE68xomp9y3SIOcAuMA3U5AlwYJFXAKaFwMgloHPY8yaCJ3PKQsW0eKCe+bxu8qkA3DRz+yzxhRA0cpj7JFi544Bh18d/e4SCwndHd1aWIk9pJ3HZLlpyi4DXFA6RYW4sA/3UGu0uIbMuEGs/wOIGAVwYQUwMSIIVHR96/DWOV4mwVrDHI7WnIBucmGWnDnHCUi/q8qmFXN21gNw5gmvk7r7DlhImOt5BJgLQDhcUtjRv22Lqq0wwAcAD8sZVtkWBgeagnVbFv7Kxd8AsKKtU0I+wFFdR7MeriV0xl4wHZOxOtNHvhARKEuo44C3qIcS12jAHCzbHtkZku+eDD613mECxnOiNwadauG2hnF9SFAhQyPQExa3D7VbfWJugWwie8Ni/9ZCq3WxHawZ7u/vQ7abY3waU6wdEauECDbebWDuOyv+BmiHV8q8ivoVO8PsqH3AmVXiBI6TRf5i8wiG3WfkrDT3TEONa4yA1Hi3Awh9/Mkn+PBHHzNQaGGxljn0KVZDfSs13ZvgYjGwVrffXJjNw+bJ5hiNmj8Z4AKgkud7BuNdNlGAt5C1Bu/Jh4jVfVLMxappsVqKtf3xuDo2gPQxJ1hZrKS08JwuBlknWMDHd4gw0opY/aa2WqegNgLSwgEi8r21hrG4SaTiqCPHuuawGROxfppzR+8bn84Cb3jTktqOvg8fd0TVx2JmFtdkEtlqOu5g+W4JYLWUGo9NGuaVGgwIWn9axGso66O3DcMGLq1HkKhFQCsodS62wEmpozG1UIADEfDWAS7IVgyGN0yMYhscIT+NBlhPay1p+XXClAsEcpkgF/UEFwQAbf0cDxDIfcEsGLEHRoYvgiN9FJuSFWK7FgZkP6D1VFJVFoVjiZeQKLgH/V4xFKT0bVV9BeYkBBs7QAYgiJSWzEbE/MjNNlAxKxycc2DazP2tGbobJvaybFNcJoBn4BECJ46DAIl0c1H4Te9laFUYGaCG1g37uMIRi7ePkbbMGFciS48xOgjmZjBxD19+GSC4hypsaxPYYvxiRMo0bAYo3XqMbxiu+57vb2sWwHoP1iwIm4Ys2Q7P8Tc5Pqa0MgDsIwyE7gGAFLAdv9PpaUZ9mYYffvJJAJ92dO+9jr14BDieAgG39texT/usTIUCg79JHMb3ub28v+Av/s57BuMdtxUArAzG+rl+r7W2WAwt9mqrT38Nmjse73HA2/H44ALBdUCLUaL35Uq/K/pChxaDgLKEH/dMXZDB0LcN9y9e4Prlq5qQ3Bc/PTemNRa+azv4hSv1dSE6HcvixInDrGI7QMtueimase+qYJyRAS5K+JAOujBSYV3Ws5tj4NI37GPPQnPNGrAVVW+QdSfLPIpuBUBsC0MT9926rkvBfB5WO48l144WvrqcsyUoJOV5XzMXksnBUuBCQDZjNyYBCZDgoqzLosZ1+qZMH1cQZY2RdGfoWwFw13P3BMglgrXGNNRYn3N5n6zpcNw3gmknADC+xHos7k6GJOJvGITK91FpsIPn6EwnNi9XUkhWywVUi+5krQ8zMO3Wqb8SLrvtsoXOnDvGdRD8hWCLQNwgSzL2wZozNEd8Lx2RvmHrW6TIujPUJIr3efMs2BdAu2OaM/OlR6G9wL2YY2DOHderZ6ZXBo47mEXCR8AaI31TZWADfEasrnM+sxiHKhbYe8eLD3+Az37+G+j9wudZYBsokIHlu8efl8F8i7140+9wBClP/X273Tre9xOQfPHlFX/77//hu76Md9KeBcA4B3bWzH1c/NeXA9B6tYIQ7avt4/sCF+fjW26nRWllrbX5qneRvlV+duAr/Y/fShOwWe7iiIJ43cvmirOw1CJAWRB2AmnupKVVZKyOmVLFOPZ3WEOx8KtOiVvFBkwhM2Dpv6X8tjrQuQ8X3saUSkl7p2tARyLnPOXOWoqrKSND7FIX6EEFMrYz3WR0kaECJROM5mckalndUBnsOEcscjxu0/YJgGsfHU/QN66Xgl6zBpMEtgrKLjEUAkKLtLMs3lpQ2I8c/xF4OVmuneOdB9SzdQ+XWbD7R7Em6V5E7IHneR3M0jCBBh1DNUFmPtcEU0uNmQBXypIApD6b8QItgnqH7wnywx1gHANAU1AuCH6sUk7FGEXq70xBt/iJ15EaHASrbQs3mwFuyqApMKY/PG6CBIgHG+KV7aHU72RHW0dvYHDmZD9WgTQQiDkMWaxtmR2bMcgTQCfwjIJ6Ado+/fxn+ODFh5iQ3stxzsyxCDz6Pt1KArpPgIZv3o7z8+vb9xNM3GrvGYxn0GrZOiJsWaIZsmYCJOUKOQIN5Mtuq6W4/LosLdDRlWKofbRRTrpYJJ9z4rPvVCb8eNkHJwW/Kn/9ep122v7ucg+V26xrD8tXLg14gTmfI601LSJJr6rPFg0B6i6Gi0Jttcwr+hAp1NG8AiiXIEP3CR/IVNGWwlaxQO37IJ0fNn7vovV5ZZQV10NRfZNGM1LurTGWBQ6oiqi6F07wYiCKFeE9cTGK3jBY31iVFJBKBtdC1hApRiGA0Kxnafm/w7Qa7wJSAyIDoF3gR3EyWiSrqqvcM1FixBFVvwnCFzYErlyPYm8CTABmTH+UJkenMBY8pNXNCCAGlBWirAyYUUciFkDpOUyKZG39EiqUZMgUAxXdbXQJxN9y3fByyYxEkKYZFWl5nQ5WK2VHzjmBMeFbRBXv7jDFXoBZuxqDFpkiNgIIKM147AMOj5gfaxH3A4S+BUHgIIhxZka5A5dOifzwoWBM3gACSO5MoY59lLKNfM6TMRxmAFpLA2C7bPk+9R7F3NrlDp999jO8+PAj7FSvVQ2iOG498wNziZpPc/Cs/57bAjy+rpvj68CLf5baF6+u+P2//z4G4521cmUUWBCoqM8ampYvIABUOmoN3/r9zGpYgg9wSwGKFZBon3XRTmuFh5Jfuczx796juL7ydZXR0g/vuvaydPvWDzubKd6ksiW4cU6YCVLcQ/6ZWhTTI83OExh4LX55vJq01z4RrW6M95g+SmMCCJBAi3l9vr2FbsHYZ2a+tH4H6wjqm+eOoFEji8FzMq5Di0+zkI2OOBEQK5FxoWVrpngMgdUCCcnE8CmEYFes4ciy3dQl10S/dvz6zIAEqVX+pXHRj8BGcJxp8XcBC+6bgXhZnwPsD8bTZNUMLlZZU0JBo2sQH0H8jGBbPc+e2SoIyh8GWGNshKPhArQJQ4DDrDOG2B6j4k3ieXQGv4qTiZvf9/0A/42L7XWnfkTrMAYix3j3HGtjHwn6QbAj1mAaYA97pLoaoQlr02ib63Wn+ybe+d4bwPTl7a4zOyQAakexKxUDY3nNZsClG0u8jwDLY6CZYziiQivCPdPAdF4HS7zvZexoDoJHHBMMbWtQzFMEIG+wfsFnn/8UP/zxJyhjCUDW14kxqfuTe1Rj4QAuTozoYcybXKfKPjuN7a9gPP4kggsgdDD+wu++HQbjv34rZ3nz9iwARgGKaPJLplWLCnxbtoJAgPapyqi1Xb0zgiyLNW5Y9kXuV9Y0J7q4yOWC+Q8XhFzcv6OWfcMLu3ku/ZZggV/D0PslvzsEei0MjTaIFN92uF+nta8FUaDqZmQ6nGmp9Vzi0iLIVOmuWvAOlL4hwYUs1r6FVb71HhNy62hbB7zBMSJrQtLbughlSMBY2MoAU4E1Pr4m8OCUNI/zBNBUyi5q8s3Bol615bjSh2A8iWq5aKI/PSO5EALMtOUc8b/B/pFLIejzDveRoHLGas/3JBbbCPqkPkYjUKQ8eMYxaKxauUmkp3BgAXPNCb+/4jzix5YxB3q+PmucqsKuEegW61J1UcZ+pYtGAaR6qQDpyCsmxQVqDei2xTEd8BHMQkh/0020R7bTnJPgz1i0xHJMZIly0zlANwP7xz2AEeXpx/WKKzNAHMBu14rl4TMH4yTmGOFS2UH1VMe4XsMtsr4zrlgUhnS0GldDOh22jDuNQfZnaw39sqFd7vDbv/vnI4CUQb9a/Bc+M4ff8e8TsDBb9ju2Q2DoCUg4/O24id+37117FgADqIk81RCzxcA+auTrvdMLtE6OR2CxAoU8ovmj91b75GftIqBTFxrfMWhv9UN/VyAjrz6t6Me/rWm1whhyoFgUOsjAsbxOgTcudlni2su1EIZ5dOSckqB20tS6CPV5uVNyTXGr5wDPdLrhOwyNFH6Ve6/FCNnPCjgVha6S1Rld0ZDnV3Cig9kyJuXOJiqCDzTcJkaAEbUoSNNnkbKVFPAb/e557bD6NqjpykKRHz2uwxYg6IexWQt95+IX57VebkMpm+o5Z0ApwW7KsWPCMaP2ioc7KpQjI8sgUiH37LwKvEX472fdrynrxgNgjuloS4Cv3PbOanIhmiXL16PmBjSGwqViHjER/dJKBhzIBS7iWeK7TvAT5dAVfIkcq+6S03akJgrKdTfHDoeFp4jAclxHsBGsCxI6HSwt38rJtbOkugMhF654IDO0sUOFzARYQ9erY2Bi7oOYwDEpKuYzsldizHnFLsFzf3i5lUgeBLBoirkIAbB+eYFPPv88thU7swrUwRIK6zkruPrQTgbCuX1VcOabcLe6v1u/3G7fpcn2dtsXr674/f/1vYvknbUDm7B8v4II/X1mJLjliYUQ4q6J2A/W+goJFv+6LcdaVDxzf55W1t76XU4Eb37TR+vk12x+/iCzHgDM0LkwEEnw3AQCWkxowckAByer0k+I4xl/Y34iVMxsBQdzCjC2tGqNDAIAFgADYNJjsFwg55zo24aw5vdYcH3CR1SFXOQo83pWgBJVN+NepfHgWF1eIbE0PJ6DXDnNlmMBCUTqTLIMc7DkOLNlDM6xZ1xJWHcBGtYsHj2XqLgpIDQT8IFBk5MMga7FiXoE5Nbrk9y+z3FYKJpFtkMwO0wJzrowAVIUAzBVC4baIeqLCJB0UOAhNSp4I1FjQ322jEe9wrsPXC7BpJlLkMyxP0SFUQWr9s2yL30WYBz7Hq6t1mAJmrgAT4dKkEedkejmtm3x/CkIljVPeOzOhbn6vNJznRlVAVRiTO6vXgVzYwXIdJ9KBZ6uuiSAJNwns2fGPhOoiznRGFrnpcaB2Lr0OwLkN7Kl27ahX+7xp3/nd9G3y8Kg1riMT+scuTZftjgbdN98wX9dTMbTIGT9fp2bX3cW7fldmnXfXnv54oK/+N5F8u7aChgqT3tlIs4D7wgQ4hhpap7+1UJQ1mJR+wIv5+MeD5PD2PiirGOau3zVa/FdtDznytAkUloYDadFiGtuJt2QBFEhtUkavqYDZXMYAYGR3gf/BsgO5wLflrTTta8r0j6yTo49ZrAMBFQWihlYEM0whmNrHT4G3RC1ACqbJY5R7Ed1BzMVvMCDLKrQIQqwmKqULAoli3EN5iywu5wjx9iNUcCFI3zgBAjL+HXGSBz7bAVNxIQ8b9yeMi8YR+EOax7CX0ZdkUXTxfNYdDdkVg6vwWda/0YMIQBsZhnFUe6aCLaNIGGdR/1LbRP95nIHBQOh6wodjYoxUEErCZIdrh1h6TeEC0KsBfIJxoI/4cA09OWewf3bUl8mWDPAqA56DipvvWG/XvO71hps2/JZ7r4EpsbJ875cI2AOFtALIDIIiswt03WLdeG9WsVGhAqpLe9UvK/btmG7f4FPPv0Ml8sdg2Fft8jenplkIJ0ZC86Irzne6870pvud52q1ClheZt0n9/6+tF+9ZzDebVtBRLEW0Y7BmsgX8xxHUW2ZvF1xGTU56phHJuO4P9eYHOP5OjgAW84NWk/23Qd43mquRSB9/mVJudXdOQx9a9ivDUg/fqS7OVivaVcdhOW4Wui02KIm/SwPDYEuo0tiuTZtP0uYzACgG2xxwaRgFIPPWu+hXLjvcbxJwETs1FKDgdu3zrQ8Wp2k9AEZ+LH6NWPYAoGVG2AzgliBArZmk4uqYivi+ywzzoVXFitvGKmKudRVSbAUq3YeLq1LN1hEiB7GZOgtWBV5KywIDz3HeB7OhMQZGQU+Jq5j5+LUIhPGw5oXiJsWboxILJLlHYxAnFZgMrq+EXLuM0rXT3d0PoMpvYa+8Xm3BPPStJBOyaqjcbm8gB2CZwS22Edz4mEMbK1XkbXV+GB/wiIWZ86C1Pu+VzAyKiBSQFTvCSxUXB0RsDpYq2S/XrOcvEBYay0Etxi8rIV9d88+gVm4S5yZLGAmjREAzcH3M4BS61VEsN5pwBGaLDJczCIc8+6ywVvHTz7/GX7w8Y+wzxHs3lcuygSuUODuE+qcepe/83ZmTHR9Ma6PRuL3DU48bh+8xSDPv/FWzvLm7VkADL1gCx8BQIvUymgUG8ENlrfzDBgKCMROFV1dWxUQORx31V3Iw3ku5BnIx2t9RJ58nZv+NppYFs1WmrBpCrsZ7u7v8eWvXlFPQKWleZ9SeqSLAmI3AAazodJZyRzAfZH/LmtozBmLzxIMaswCKTcIrWg+iHQdANi2S0zUYPnwGf7xfrnEpMsAyCgqpcC8mXLIopGbipxhMn7OmUUQC0fArsgmmLx3m3rq5HAmMJd4He2qeARefJy3t6whoaNzr/jUWmEVfi/wBpB5kftG1rZ1lF2sa2gZHyvW4VD/BIhFmfvMBdw5nGqn4TbaqWaZ6aEtYmJ8hjzlPiZmBy6XC1zg0cPdtg9pSVCHQcJfXkyh3BLKPpLVn6wJg0Fj4WuoWIrol96jlDmafou+iPgFuTItx3+kkBqsN3QHrLeMdYAr7mEk6Hp4+LKekhmGAIBFrEiM8Xo/9us14jJ2nbClfgthIZ8BU2bJDE2fLITmZOnA/lnjJRgixEyk8H5FfErbOrZ2Qb97gY9/8hmzRfTi+/LOF4g4/702XadzLB/myW/QXucaWbf6qt/rCMd5/PvefvU+TfXdN2WJyCpdscMxFRU50WgiXn8X3SjbHUAeLyhl0cw6x5pNAv7ui7XE36wmMtiSompLLMZbbiv9DdS1VRVLLgET6NtdbOOWFDlI2bZm9Dk7J+mgjrNjUuwKlGg2plfGYjGYrx/Agr7pQaZEFSQzI8IAzGANHAlyDKy0OT0sWQuRrMHndWHnpzCSFkXd51xSIa1nnzRvebxU1kzmRWJgxyJvovhDuKpB6XyN2hsZsGYSSwdEGQWLUaBY40SLoQOZiVPWqwEo5cZgESz6OgGLFr4dIbE0ed0DQEtdClUKFd2vei+SWBdQlECZGKZM83QkY9DuNlwswM/0idCF0jsYY7/lAhvfjzFCR8UMbbuEGLh7jpWNMQNz7sAM4a9kGqnVMOaeYHmQLfIUgDM0c6ARe3oEpEYshViQGMs2LYEYHAuYMUxzdA9Z74x94aCQbL0ExRpQcvMz+IIBRzcAzlgkB3wf9e6h1v1u/QAsDEh120p3bakxYtC7YRQRc8zW8dOf/QIf/fCHZJAsnrt0ZXRO3P47DTVdnlWg8Vo/5M3AwrG92fZPWWHlJjR0AOMbXMHzbm8zBuM9g/FE0xJ5sBaTsShMG1/TQiKwKBygeIrHgZv5guU5VpRc50yD4MQwCLMc+JJ1m8eH+85bnu7MhghYcBs34O7+Dnf3d3h49aomXW6qBbE11V9YRZsifkOMRkyUk8BEEzaysz07sNQdeVG5oLobfcyrZRqBnVrAI/0vFpDWNUx1zUp3rJgdLZThRomRYg1BWSP82631tN7yusRE1J0grGTPZ+7Q4u2Ma7W01lM/xUMmOrNyrBaQNQjvHKeh4FdYA+urFdtAtsfzafKxNT4Dms6RhRHH671nymQyS46oIIsZbgtHlobXs4/nH4qQNvZYUKfjyqJlBoNtG7oYBFYvxbYFO6AT6bxAMkmNLpOx7xhDC2rPl0muodaN4OgCn4NxHoRwTIs1IDMsQkCNfU7VUKfrSCXdx04AsQAqPffJwmaqripSDUAGairVNOJIPY8Nq+fh+yDOMCgb6fBu8kMA1Jas0pgjAH1fUpUJ3vt2D3dgu3S8/PAjfPYbv8D9iw8Rd0jFU6jS8DpxVXD3ASxoclvGUs4Bh+3rPTu272rJz1kdSKDxz1Z7n0XyLFqxE2X9LewCxHJoQJLWz++w7L8edwUV64tz3AfQGklLdNk0Yz7yaAU4jmzeo5O/07bebWsX9Ms9/NWrSmUjTeqcln3ODLPS/ffeY4JqQiqDAAAgAElEQVSFwF3QywdrDHwOtCYBnOTJj10jC3oN6A2NCgFEgwqzBahzuBt1CeSTN94XU0rn8dkakK7pfK4JUJYJ2UCWgsqUYBBeq+dYm5ZrRCAtq4cu8GSdv4/n9uXBUMa7VzVYJCNF61ULEcplleCNxa3mZIokWZwgAgxYrlWZNBmACzAA0VikjvVCWCtlEESGUmSPmhpzRCaHitL1nkaB/m29hWom1TfXRXgwOwgIGW4BS8PMFFa9WGaA9Y7NyVSR+ZljUlRrz7PKzaDYG41td6cmhcaDxjuZIblyeNoVrGpwTz4HM0dvhmbxrDbofpyMR6Rf79dgqRoItPlfZX/nRBGPUkxW6nLEWIzskYm2XfCDH/0Yn37+U9y9eJmWfo3+ikOLmLFzdtUZXLx+bvr1lvY3tbAen8PeYL9bV//Vd/Q82sv7txeD8V+9lbO8eXtGAOPoB7y1Vmeud1rfNTTl7tCx6u/XD17R0ZkOuDAVxZjY4XoyBGT924/X89yatYYXH3yAL1/9CvP6EMFq4JzGCSivn5YnUJOsJvRYkBZsNRVfUBSww1lSmmWnzQ41MyScJAXDnPyDDyYgYTwCmRSJEhUoQbIu+76TQWAAG69hsuBUTURWwBAd8AFXkCWfMcySMXEWquKHtAgFdkFae0zFfsyMd1BAqCOyEibpcwmZlY7KRIoo6GRkMrSwYoLy18UaaTFuqdLqkYoaKx6yjggZhYgPoYKlU8DMFhfOdDzsVwBOrYweCzQLivl0Lt783lkwTkJn7tgfrgF+tni2c7+miwe67+W5zjmxtUu+d+7IQFMBnQnHho6H65XHIaTxYt3kSoiQB7lkAmi5T/Qe6apzTIy51zhCAOEMwASF2egagc9IaXVAlX/dkQJfgKFR56WRJXPK0WdWjJgoHqMR/Jn1cPU4gG7odOs1Xs/l/gN8/vOf46MffRyMH92QoZgqA6sdVInrZZf7UkPjTWalmjvfvAUgPYKL9buv11bAsL7nT1/p9wFeRLGz9wzGO2+PXRcrmwEsViQqYDOzBmwdlLUQHI8Vx0//vAVVoZd0YfNj4cvRjjyG9nP44fcT8/3sWmSSXKCUt6g9qRa1J7KomZQ86XeHhS9fvuo5mTIKAE0ph6WGyNWSCplKH50pqwwL7zEWgSGjVWsz4gmsRYDeBlp6y0KfljEAH2UBu1gYWv/WJVUei0TEVYBZGwPwBmsOd8Y1iIY3ZubMxtTVCFoNvQWOsRZjcQAsiIUl48N4TgIXeIARj41TmIsaISYwtsow5z0efeT6++jiiT6v4FsPUak5CFAKqAU2qbodHcA+CcaM3M+cUVBrBvhprRNoGKBIfxuZVTh8HtxqQADKbbvEHUijYo9gxzFHxopcx5VjrmNNcW16oSYwPCqdjjEPEvUmEHZjkQ23SMQnXPeHqK2T84JTd2Rg7jvmYN/OEvBKhodAe8yYK8xH/M1xsCOk0D3pMl4G3yETgEOA3WYBuqPoHDedDd4i4LX3BnjDz37xS7z86KO4Ys1bmIDzvTMnm7SYQuoHugqPbpE3bV+XF2gA6E5Cf92GX3nGA7hQwLmMiWVd+H7Aimov7y/4C3/2PYPxTJqf3gnH+ZPJigFoeS6LvfY/VAutd20N6ixlxRMIOQEKfciI9QO9X0yGryd8Zs0QGRr39y9w/fKL7DeA6YpMFXWXC0TBlDTmMhUudphiLBp1F5CGdE7kFRsR1tfYKaDFvory4otokUSxvCxwKDjUY1HsvcqUjxE6A7XYUncBS5Bm7wQVlhNXCW7VZEXD8sCOoAFb2zIVNYvbBb0A3WnvR7cNCIRhSOYGNpNRadRNKA2IYliU9pwsiUfw66r5EeRJAJKxkyES+Jb13YKf6mYYiMW24i2QyYCD6cIC6cF6xOKtOBjFFcCQk34AwBm6DFuPa2fRrrkPqsbW2FJ/RmyJLWqkwX5JOjw0IAam2zIO6pkBSPfDdIdnjbAK4F6XokkmwtCwX/f4ja/8XIyEuNYAlIMMRfQ/XSFzBigQOHNHm0tq9yyxtMDOVbE1K8p6xH2IrZIIXTMLRqkZfvzp5/jxp5+jbZfQNel8qfRsPDKbZJDJnHr0suumXtu+Lpi4tb9OuFpjb37M1b2d7QSMXne0bxKU+rbbF6+u+IO/957BeOdN6/NxMjmONzNf/rb8fBtMHN+xdTLRvuciZ84NVnpOVk2dV0xK/e7rCZ5hC5Vsw+XuLqSM5+DE6NSBWPpKGaQOTNL4sqTcKXgkwDGRr3i96LS6TPLiYaG2hqwVAbMSubLQBegW1mazFkCE2huDkt9h3DNo0x1b1vGIC0t63Txj3Sblq9fAS36BZnFdcy5XL9C4UMwKfp0CJZkCG8GoKYileBCtrAKiPGuEkTgZixg1quI5Z9Y6hVJdhxilpNR4HFDCGscxOrmoh74I+5gL+dhHWODWItASEc8SLhbHplRiARjr2N0xxzWhpVmrIluwcD34Dr8in4l7xcN0sgZ9i34ZYgoRDFFrDXOPEuxzUGOkBfXvViykRLmI3BCy3jvBSbniMrhyBSKMrdmvDwS/cf5BAKBgbuOzEWtxUOqcOxksBOtlkeatGiTqH2mCNGvYjEJjFs+x8VpDnDPmEkmVWzNY37Dd3eGzn/2CKddWQb+guq4bYCMVTh3HQmuP2hsZPLcAwdcBCSv/8OZsyU1gwVagf3GBC8gdzvR12Zl3016+uOD33hKD8V++lbO8eXs2AOMICG5nehyBBvK3Yx43Mb296b6xzyGglKbBGxsChzO/hfa1aU8IueHu7o6gqgH068tfnL59TcRhfjJlUmmVAhda9mZa9Okbbwv1D6TwFLxo9Okz65AYn/dgzYojG2V5Ji301gy+K0AVAU56Z7ZLfF5jPuKcuXxDi7YCU01oamWmlNLIxUB6FY3bTo2xRjGlxuqiKBYkHpUXOF3YlozXV1EuUSjsQzcBOgIFLc5ccODIRRq8Z0CTctXjyHtqhhLzIkCeEefQe2Q2hBvE87kDk7okoFXudT5e+1A2h26Y50ltE0eCHBVBUx9PilVZi7iN1QBwbp8uKle2jFioLceU3ofUIDFLNizGwUjBM10HxATMAoEKtjQDrvvEWuMkGBMCWF8B6OJ+c6f2Rmh8iMXrXVk6Ldmq1hq2yx3BXMP9By/x6ec/g21bFQM0ueos7w98LwWUqnkyHFmheFmgv5um85fWK6Hu8ttTex6v/dzW2fzpMz9fg25t7xmMd9zO6+W6wBzw6sJcHAflSnVqsjm6WsRahJV1ZjNWF8vCgDy6grLssXxer/Y7a98EVCyNcyn65Y7xFkjQkVZ20DDwhZ2IU6cNi7xLWk5rv4YUA10iAESlu47BQLZusbj3S1Dr8MhiGaDipNIuXQDAKLpFtmpowUQADnCBbSH61HvL8wzFF3TpbTQo2l4ZQzIV0zev+1sYA3Vi9kQrPZF0uyyBqNMD9KT8qIeegfd2iIszWMoYOFGtAEQEHwdQ6BTyCnXPKFQ25k7A1Q5lvzUq5xwEfLSYKYXeesO4Dt4DlucVlxoxJ40Bj3GN+9zRrWUBsQBTVcp9rkavAJhburWmlC3pKjC6vuYYIXClOA7UtuDz0IK+pp5mPAVTYFVLJRkMB4/rj5iV0vIo1VcnAPUxYT0CMAVgFAcTHaTvJuZQ30ZchuJGQktmq/7vjWXc26GPe9/gBrz86If4xW/+FpQVtM5lNb/EsdeMo3wXOb6czyT9RE/OSLcYi/rLnvju1lwYbUlXXziHN2kCSnrHjn+vG/oj6YDvg3sEYLn29wzGu2s1bmr4noM0V7cHcAQP62/pJkkK4vZAr+314pYRuYKLFCUCcgIIen1x43xL/fDkhS7t7PZ548NoLbWGkBcOmleTWEpbk0b3MUlT81mk6UYQYUUpr5VuZTkLWGAEAyJ1wumOfcTEEOuawwQi+sY+58JtARgig8HLyGdAfT5rs1jQ24VBgXRdZACcrFQLSt9iIfPW4l+BLXdMk3CRUVyN46+ZjMpYJJr85z2AA88jWjdSGhenkQOgBPrIQMkSGYr0W8VTKM2yrHCxAEnbN0vlUUPIE4kRAGn6CEa2cDE40LfGRdZCEG0yq4SrXvd5sP7jlhlkaiFORb6JdxUiXwGNPCvfzlHvRQAKipXNHWDMxUQY5luP2INIQQ2gEZiFIIGuE2ViTDjaJbJynOMZqPTodRFUbIwDFC2LYxbwCvAyGMiRxoMEs9wrMyQOsjBIIVA3JgvbLeDX2S+Svt+sYfeR79/d/QVA1Df58Y9/gh/95ONcTaXnAmq9YHm3/PT3wUpa2yMD7NxWNPj0r09uJRBrxz5/k5nwfGzOvoVNF3CxAplbGSXfB3ABkMF4n0XyHNoxAFNN1GdK7S3b1TZADnNO+Ge3yDEYFHmsw/sZ5nYtLme6u/ZarNDa9Vtpr0EQRzfP1wAbXmJRdy8+wK/++B/jMH2YXAYhGmSyhMgUGEGCAMRQwCAiDTMAgzI3+IzUl3EEgrdYwFMnwx3SXGg92JVgpJlCygVXwC61A2jpyyXQG1kIj+vRtVZhNUMVG/PIGIFo+85CUx0TXAhauSWaFv3OLJXeC5AQjTrkrjD43OOYHK4ORBaDIVwfGfgJ+umjpHiwLKGxIEC1KkDCyWSs3y1AV64gZ+zGpOpqY8BnbNeyoJj6cF1I5pysxUEQRuu49w0P14dUzGy9p/vAF0ao9xY1XyjR3Ruwj1DtjEOFcNfYo17KzjEyByXdW8mmGwzbRpcDpCfhuF4HMhZHDBa1LeSCs1bF86Z7xmjEqzADLDSyDDIwWoAdH4MxGp4ByjXvsOT81D1Hv0nsrG8bx1AkTPeUrt/QtoZL62jtgvsPf4Bf/uZvIqz/UUAUMgYScUAAWY699bxPtpWZvNluTxzpbrZgqVIkzjJHajHcvgrI3Dj+G1zNLebiDHjegmn3rbW3GYPxX7yVs7x5exYAQ1oKK5OQtLuV1XYLxZ7dJmdXSPx2/HfdRt8HGxobSCa4KMsloFOFxfjF622Bb9IZT734x5++PotRcQD3L+7xqz+21GKYXkWs1CoNWGAtgjJhwE6GAIzLaDB4i74pQbJ4HpMLSJAJMxatDjDEE4BDNR3MZmYPBCDQGKh0wUjBs7LsbNHImJPJHTOrte5zorctA0QjUJHPjMea3bnajnDzUJFR6a/WlUIZ7I6u3EALnWJVueDZhumDLByDU83SjWHN4AwAVCrtNEQxMTOyK4gJvQkcxf3N6VTZrHTNiZBVnxSz8kmmqdsy9vU+kGkh4Iujh2bFgzuaM6PBqc7J7Jh9v+LCUuWhj7EHE9acLps47r47s0DiXOHiMEzsgEfKKxqwUcOhpMUdww02qupqKcGSMZyUr58OZZagzWTSVuPEpier0BDPMN4bxdW0XMyTl2nhIhliZMi+DN+psWLYZwBwh2IsSuXWMTF8h1EbAy2CSbfLHTpTUN0ML3/wET7/+c8IQeIcfAo57rGMtzSM3G/PNwLq629+DIp846b9+G9b5j4dydYJEKjtvxL18BTaByuLcbzOBDm2nO2Gm+R9e97tWQCMRNu2InNi1CQRahievzuPuQImrztp/XgiKspHy2tbz766T/RyHDb4Ju0N0EJt8k0hDe/DHR+8/AivXv4Kr77447Bg01Ivy1rVZNeUwoyHgPpG8tvR5/KXt6bU1CPj44NyykCJVLmjtw2OiZ1aGU0DIVkV52K40jae50ylSslPi7Hood+hhQBWE9dcH7oDJh97q0Ho0HoWC3JkfPBuaFUZC65l5gituzhfkbhz7BGj0SIGZBJIWHYmM0uBoPKVteJiI8DAQdYX6cCkLgRoA2dmhnI32fsR9OkpChexBUwdxkwdDqW3CqCEimawEWPs2MkIZOdgjy6TaqfXQtOt4jK2ywZgy8VChcAyKJPZJsjskw30nISIGhzXnXEQGlNkseYcGaAKAFMuCzCrY1F4lWDYUJ0caDjFNUecrPpbfR/3PHI+Oh4P+8RsFYiskWO9Y6OombG+z+X+A3z4w4/x05//PAGYprGK89H4rqwnsXSqBxQDdpnglvfs3OzRX7fnmjODYKfPusKa5o55dGVYHI+5Tou2/OunbQRS8p05sRa35uK6iufNZHzx6gF/8Pf+8F1fxjtpzwNg4MxA6Lv49wgA/Mbfy7C/ufY+Xv391jtqx63XV9JufD4e8PiSvFG7CSz88TY5sejqvmlzhODPhg8+eIlXv/qnyT7AJxwzF9NS9cSiHmmH+DFfrBuJjwEoAa3WgDFCtXGEZoDkp2ERhKdbivWZAYwSk+IVp19akzwUL6LMF/YRGY0cS0vmiypbWsqQGmCk+6VrYGFFTmvLPUbf2FqEDKD7B+negQSfiBIaGR8HLejWGbfhcawvH6gLof4sUJv33Yy1VDj+th7ZCjsLQpkBFMFSFoOD1zCVXjszQDECKSMmIYWMVJ6LaMCns5R4zxRjn4PsS7mrIg4nspIAZKlzeFmbjRTJAuUPa2MVXpu5WM1RIGZPeXHtHllFDkq5D42FWKqlRaLYh97C9aXy7XI7SYdEIEdqqo8Fu4w4t5eSJh9GZsM0VYul668FoOhbyyNdtobWL/j408/ww48/hjvjRpY5yx/NBQIc0VkHcG0G86cyRM5Q4XxP9ek8nxHWHLdLZsIf7Xeei84Q5jyP3r7cmi9XtuLWvlUPj31iZXw85/byxR1+78/+8q2c672L5EbTC3ZkMB4DC32nfWqbUxwFjtus+56PX+cvgLD6/IBb8ET71wHyhciF+TVA47WMxfL6WtlEv3ZbLCOYYbtcoCwNWWxd7gOryVrR/Qn6sNzfMqXU5FTprk7p7EHXRWhZ0B5yp7hXS4sIDkyMqH1Bn3y6RrBMRMpPNQaVmupVOCehWNbVh2qTrpoMKpsxdiZjTWLy6rA54NTtkOVUgNT5eebka9QkgIJKab3XhBnATqmxAFIHIyfURZEy5dcllW2hy7DPAYqmYn+4JgMAIOtiqOm5zYPglZRCtZBzEYanaueYA71JJ0LpRl4gahA4GrD1Dfs+eH6JkfVSJp0KdgygktoS7rm9FvocplbjAxaxHqL/4Z4FzUL6O/o1Y0EmGTKr8TVngWa0GE+hqxEZRRFU2vN6wjWgyJTIpGlpVS8GCcej9jVUhojmk2YNl95gbcN2ucMnn3xK0OmP7zXHmaPrHUoAb2WpJ7v2ujnkcTsv2scZjqfPbZezij1ZtnkdgHj8mwzHJ+ZDewyUzlvRDEjLJllW5MN41u09g/FM2soqrC/q0+4ODd6yWvX962Iwbp3UtGaZJqg6w62zLojiMZW3HDMtOn3/NTrDaUF9nd2eag0ETpystxcfRAbBAGCrhVS2SkvAcMxr98VCHHOK9efMxfRBt6T8weDP3jYYWI0SngqQMBWIkuKkZRqoO+AsiFUxM4rXEZPRlolPfmtksJxDsREtRMTcAERw5/QIrrQeNTZiEbOscNm2LZ6FIZ5pU+n2nkXBGtMPFRAZcRqxoIWVNWDogEnx0oEWReSaAfuUZ6YD6gMHmi+1VnbkS2FetWJ6ArSg/ldaPbJHuKCzRgsMTBGNhVsS4bo3Lc4HLQ8er7dLxFJYjIG5jxKggsHprtC+EbAbIl4BuoIFaF0ZROECEXMUaaexoAkIAsgiZwJumFXELF0jI8DTvsf19d7TfQQgAWGwIjufc7ixBrN1Jp9llq7PsJ9wkKT6KMHgtl0o+w1cemXtbNsWz3NraOj45W/9Nl58+GEoyqIqpz6KWzgxKCpZ7wI8q7UvwJF76B1e58HjxPHUNBLzmSaadavTHge3oj+e+84T7nqOJ1wox8OvWTKQzXFzDm7sR1/nrmfaXr64w+/9ufcMxjtshlWRE1gW+GXsPH4XPb9fqbzHMRgFRA5n5cQqgJIIPmWMC2w8AhEMkKwUzuW4jChP/++bukwOx5C197V3vdlU3nqC0e7WcvKKydajdLUAm3PSNwbmaaHyWVLXc2JrqsTJCYYRkK05Ble0yEgQgEBS02o+Rk4UDVGxMlwMMeE1pjaGTbk8Y7DYF8LQbi1AlA8HMNI1McY1skwAYAbF7m4YtgPWoxjZmLHoNrlISqwixkn1lwOZDQJvmFbZLk6w0TDDBcKgT5iTWXFm3XTsFtb1tkXC59yZ0WBAd8fuE76PABGs+2FxC6EXYkihKAAsUgYo5qL1LeAhF+gIlIz4D5DSj1zXYIzMd4K3RvDxEDCzRUGzfTwslXYdfeuxrLUZmhfW0eFAk3CXY84dQWA45u6wHovgw74nKlVA5+o22GcFG6Zro2+wueM6AROQcaTC6r4/xBLbGq7XK1pnMbRJRkmsmfUADbZT6fWYoYHTe53xFVSW3ZqyiOIZ38nNY43g0iP91jo++OhHuP/gJWYGNSkNWuDzCDKaU1dLQH+uVWIXcHL696sW2TPbsLISKSaG0zx43ndhZ1fAkOzGaZ4r0PEYsGLZL7dPdiZ+LBDVcWAABVZvnPM5ti9ePeDv/C/vGYx32EimrTXS8RhsnNmMx2PLD98f88eP4HttYi8OXwAHcHG8UrBSY3xz2NeXV/epE35FM6t7+baa5fXqxQc++uGP8I//6I8iI4B3VmxLzINO8BFWpQLPpE1gWCuIhgUaM2NG6yMqcIZy46TuVMvn6FmwSSmwXmmcea0zWQsAeS5YWK6ajPTA8j5bUP5t26DiV50TqG2bTETs+x5iVb3DvWSi0y0QB0t1TVXEBGYKXdV9yTffo3ZFY1Cj/C1cQGZrmU2StTm3DswJHzuugxkFzDwIV9LMhUxBkdYa2pxphbsFU+Rtj3sHEGmlLZgbAvlQ6DTs1yt2ysZLLKUxsLe1LcDkULXYjgtB97ogzRlxD2PfA/zoObB66xyKydGiEfoXEU9h1EkJkDjGyGebi6+YBKaaKibHMVOkDJDuxchxsu87xy+BIcdfa53jbZlP+M7NZUHPcbCcMxa3+E79NM2xXe5gAC6XC6YZPv35L/DxJz+BxOXMLZVn8xVb5oVH7Bz80A/Ao5mm3u0neQE7fD6DjPrh9iJ989sFEJ2NrsNVJA1d72YCkbxSP3w+X/1TYOrxJX27c+W33V7ev70YjL/+Vs7y5u1ZAAwt1Gd3wJqqitWiyMUJ+fnE3C3/Ps4yOZ73gCdOEwAHv4wPLC/O0vJ61oN943aLtfi2UHp1khuiLklvUfOCNyFtitarrsYhqHJZWNRbc5kAzBhzwYW8peXPCYIzUT3zChpMi8Un3QV1bDA7YOmlsGc0aWvi57WZhUCXGI4cLwbYdol7m5F1ECW7O7wB7lzwWsegFgca3V0G5B89LGNvYbG3Xhk4ZhTGMkP4SWZa2+of12I7Y8FTbEIIaHVsl049CMDnwPUai2VvpUjqBszrtfqPqZuD6pi9SX578VvTLSPhqKq7ESAlcAtravC6Hq4PfMcMklD3oUwVQlNryWxJiVOgEgbWv9kxR6SaKjYCtghNOzIIVWNxzijopuErbYuVpXSnjkYrNmTG4DmOlUWmHrDQKtH4okUs1kCAd7lDXoMAFkve74OMFAE5DC9ffoSPf/IZzzXQ0ak4SoG15X0+vlON2SVajDUR1Jxzdo28qXvgzDas7QwQboGQ/GyLEXLat4yTxdWh32/Mm+dr03N/vB3BFuctnXjNMHvO7YtXD/iDZ8RgmNlfBvCfIMrf/mfu/h+dfv+XAfzHAP55AH/F3f/G8tu/BeDf48f/wN3/89ed61kAjDWDJD7XAgQ8BiACFLfcKWdwoSY3yPk468IDHF+ydd/8bXnBco29sfE6cbz+3nG6b7vx3VceZr0A3HrjfJ0C+Ofd3Qt88MEH+OP9y8O1x59OZUlFYpABoTVdq7XW3LpQaxGmBndAcRqBzpa6IAb4xHC6T1g9VZoWKu+uRfl4S46I2NeDBLdjKqoeigElNR5xFmJH9j1ks+2yhQvGwkFjDQC1LkJ4y6mjEK4bb3KHINIr54D1htnb0n+RmRP6GWD8Bu9rDFbDlI5DFAFTyqOyXdL14QCmY7tc+CyMMQRiT2KhjMydyCSRGyvErkpbgY8vgZo7sEstVH3vzO5xwAk0to0ppqrVQaE0uZbcowJpyF9TqXMOmIdUe+sErWbwFllCvQdbk8xLgknLxXqOyev3GndcWK5kJxKQwDFGxK5INnxicnhwbnFnFVWUC06iZE4GhHVsBL4Ub2MO2AUJGhVPcnd/D1hU1DVr+K3f+XMFaoFim7RIQouv4sSO71xNJmvm2Dryb00G6/Juy1ZPB2d+1Zr8VVPOYepzP+hTHFwdAhtEkAcDEiiWSte07osCVC4LDwv8EqB/5gjj5Ys7/N6ffx4MhoWM838K4F8F8IcA/paZ/ffu/neXzf4vAP82gH/ntO8nAP59AH8J8Yj+Z+77R0+d71kADA2nM9CI745A4rxwr8zFeVFeBbfObMajhXt5SaxOVq+7lWT4StMeLmK5qJvTwJNAqu5h/ferwcU6Zayfb4OM5fLgCKvy/oOX+NU/+SekyYPqVnphW6xlyArGUqQqX/gKsjSLwlf7qPofW+ssrV7TnbPGRsRJRGwAuuVko/O1JsnlckkFiJiQFLcyI9wHnxvZhAZ40BLYtn4MFE3WAQkaBE50CQrenHNGbEEny2IArMNDlSvcH6AvP+tbxHiKarF6NJ6uFECxAwY0Q3fDbJ7lx3sPF4bPvZ62zUq9BRhFabAxgN4jsNFrIfPp6NslF9fJlNW5x3UCoTyp1GAn03LhNUtUbjJY0q3RK0R9CefSybl/33fs1z1jHwBE4CfBqfRRJiwCNZ0A1gLUdJN+BVU0fWIfI5gNH7jOACb7GAlCYIrR4LvrxyVYGS263/ASUdxqjswAiuSmig0qTZHw/beNGScW0uqXdkHbBIADTH7y6efod/d5rvVFDsOBcVWZ8fPYUq/v5o3fz03bLy4VzaU3tk5QoPlr+W494lP7rdseMuhO86RQ3eUAACAASURBVN8RWCz8jwvcWEbbrGDkcC16jguoqOsuQ+nM6DzH9qtXD/g7f/fZMBj/IoD/3d3/DwAws78O4N8AkADD3f9P/jZP+/7rAP6mu/8j/v43AfxlAH/tqZM9C4Bxa0G9xaaJ7l0/v4Z5O9Co+SKux+fOGbyk/bjBumyvQVFnlHITCHwN2uEpIPHVhzjf+JsheVXvnAjRrX84/5+IPxgMKMy0wdWiwmEiSSuI/Sjl0yzVTRbAAWTKgCFBmo4eK/xaCRQQ+RE/6xpy2QQcS5xEAZ2QBmewsBm2tqFtkY4bAZek2+kWCMueF2ZKNUUyDm4MIh2Dcs+dOhcOb50xDZZqmzHRNRa/tMgU8RkBqNZobTNjBlwMR6hzGgBn0bSm48wovAUCLTOEAqg7GnqmnUoKXZLYc44Qq9qYGYMoStbMMDQpe0+GSo8BFpLlPrgSNAP49/RgInrr2NqG/TrQrOE69ljEyYDc3V0AhDDYPkbs0zd6HWY+swBvji+/vMJN8RvhlgpXCZkFGDrHQbGNxjHiKc41vVwnuQiSBfJ9j3gh9p37QATHDJj3ZXEOoOBzMhg12r5fYTPYmSh5H/FivW2AGV7+4Af45Z/+bV4fxd+kPcJ5ozI8eP2Q+6UCJ4+g46tefj/8u9r9t8yLp0yO87xnNz5nDAjnxIOB98R5jld3BB2rW2MFFIeJXPMvDygGY3Wzxs/PG1wAwAdvkcH4a8CnZvY/LV/9VXf/q8vnXwD4v5fPfwjgX3rDw9/a97Ua6M8CYJSrogbLkcXg6+P1ct9afFc248heLMh+3UaZGpGC8Oh4eT4graQVwcv6+UogIDbkRFc8lYb667lI8ii4DcbWCY2T6l0HWF3TuSApOFG1EuSPD8agJgIfYdlrwjc4JgttdQBQgB2AJr0JeBY0y6JSQNDQcOpVyOKTVSnffNyaJnIACWCadexzYLs0Zo0E1e1m6UIwZlqomNQ0yzRNB9CtQ954RwRhgvLWWRAOBrPQylBNDLTIDnBHqGHCczGC9WD6W1TVHBJlMrptIgeVgAXMupixOBuvN/OAueBThKphZpVRWce9x2vt1BkZYzLgUWJRRrcImRQugs2AYQ3eCEqsw7eZdUV8OK6YWYQtGIVYZFVQLUDKDPVOBqruDw9RNI3Xg7HHcfg8MCYul/u4vWHBkli4ZzrqXs2quqwb0GHR1wszuO+Rgtq3DpulwVFppwHx5thhPVKQG9kxB+Bjz/Lw1/0KIPQ+VLAPMGaIxHvw4Y8+xmef/wyVhcLYEgEWU5baXN7pYDQ0ytK0RwGPcI+fDcin3++bv/jjOeuWQbXuc/j+vOif2CHNaXm3KxuxTLR5vuXf9e7jeR7Pk3O+CZydLlZ7P4WcnlH71duNwfj/3P0vva2TfVV7FgBjHce3LflH/MJNV8dxX19+vw1cXpe3re89/+SEoSOLsr+BvG8d5/yT7HjtfsIeN//+eu3xjmtfGPULvAF37YIHi4DGZg3DZwgqmcXEOM99uFDSDVUUiSyAedQUEcUsC9zhaB4TA4nyqKHBST4WCelv6DwryEAt2sj1DHAG7rU4Tu8XraMJXH0hUx3AJmo8DsoFKOpjJCNhoB4GoLolUWF0otkF7hFPEfR6WMLeKig2q/C2Ck7Uwj7GYNopVUacGRe0njcYssCUVj/MQGGS8pYUtZ4pDNYJvi2uY+4MAG0NPo0BnIrLoPtjeopPlXHpuO4PoQi6NdjG1NVdLqAovKYYnYkWLpY4CsYIFmWMEVVyx06rv4Ws+QSMhfWGD6qO1xjQPWmhdPhB9tssauLIAFABuDlLhTRr61jNBUbQGG61Ai4ySAQu4hlEYKrGprEaLizG9g9+/BN8/vnP0C4bWTM+FzNE/ZVlrvK2GD05q9x4b5UtNZ74/dyKW123Xhd8gc+zoXYOWL8FWXw5zqMzu4BpvY+PrmO5hoWuqOrOp3MKbCyb3tS6qIDq5+8iCQbj7RQ7e9JXUe0fAPhTy+df8rs3af8AwL9y2vd/fN0OzwJgRONL/IT1XizHaa8n3sHzwl0WfP1++B4Fhh9Z+DomHr/yj3yIvkwqeZ569XJyCQrlcC11ltj2m7MXt2H9GbgIcHz08cf4R//w/wUGQcZC7YYSdjtYFdC9kqKfPuuqyQbAncF2NXlHBkVkNyhgcB4mvuq3OUcKF9XYMFAyjEyKaPGO1je0LQIx4fFcopqo6HsyEH1Dbz3+pl7JhDQMeGeslqqgRDeDAtQGoj+8A+5MK21UcDD2FcBS8cqeAbeveIFGyt6bo7dwTcydDIMzmBQTsA74KP2JSQaoAeM6IFGx7CX2e0TdgzEP6lzA0ApY8Nk0s4y3EeNhBviOYG5YfXVS9TJcYYw/oShYpM/Kqox4j30EM6OAXXfguu85UFrbMLCjzYZ9vx7eDYOyOCIWQ1VTxWIMWa85GAG59vbrzniUhdkBchyiR5zQnJYuwdYaXT1rf0aAq+rZgIBzu9zjwx9+jN/45Z+i2NryvkOLcgHDDLBO1+M6ozx6S0/bPN3iLa/Ii2QoDr8j7x04GQc3Js/Dgn/+XSkcRkPgNPed54hH12vHbdb9VmPu0QUBBSL4bkNg8ZmDC4AMxvOJwfhbAH7HzH4LARj+CoB/8w33/R8A/Idm9mN+/tcA/Luv2+HZAIynMi5qvB6x7lNA4fz7LWZkpSoT1PAHX3bMMy6nft1wTrTvt104a4rn644jWvWbsxe3zn3jO/57d3cfss9DEzqSOQCQaonqkwJjltuUouSNZ8mZxBd/uTlg2xrvUVbOXDIHuEJAwREp6GWMQWghJ917z4l00gJuLP3tYKnv1pgxAphtyBJWXhcZYmTIMRH1vyxVUIO23lLZM6huZo0wdTRpi0ZAAQvAkP3quRg4LejtcsFuO/w6QlWU0u1mFkJe2dd06dGSFiCRuJUWYTjhzf/P3rstWZIc22HL3SN3VfXce24YAeCxQ0k0idQB9KLP0J/oG2Qm6j/Oi0TqUWZ64E9IDzqA+APSk8xoFHmA6eraGeGuB3ePiMydu6obM+ipASqA6araOy+Rlwhfsdx9OfUQXTf0keHAyMBYZxAIQAthrHz38vDpHsPaUHV1ABHMRJe77EbDM4WYCFX9Pe4l1wkDzExjoIULTqf3zbKwWoAWYsK6rr1PWZci74WpeQVbTwNCa2Fs8z7BLt5Ls0zHpq7FMhRSxwqfQrNEImPnsy9e44svv/bifHEd2/TtfKHDkFvyVD+0bYHJxep/b7h33+/7N4ONTZuAyvb4AdZsAmu5Tb/Pj/d+k21y1L8r/c4PZ8Ziy0s+3/aBYzAebWZWiei/g4MFAfD3ZvZviehfAvg/zOx/I6L/BsD/CuALAP8tEf0PZvYvzOzfE9H/CAcpAPAvM+DzWns2AGPfLrNFcgDj0PiOVcSIvRj7brfrn2PMz/Ogzb/sYJ9NH48+tImF6Z2aBtUEhFQ10vrmi8Du76dXMj+kMRFsucHnr7/Cv/93/y/aGqJT5Cu8zN3vtPW0EgIcZDQXlBjAyayv5POaY+N+UzM7BPCYgU6BhzGlnsFivTw74p0QFjdsKWxFQy47g/e8bDl1Op+F3QjnKsqa1z0Bh0uEQwYcw/gRAcLORjCDuTktHyW2ieGVNIPBYPGpPUGGCQ2VUE51TMBaMBRM4WZwEKBEgBRQBINaU3dXIaSzyZ+HGcFqDeAXMS6rAlEZFQjDq86qtBASI/KARQZ6OieTDF0MfzLBnKDrSfRMHmYIgg0iQTN15sVf9p4xM9PZ6XKQyLiwYDfWdQWZ+fXFgKYAYc13BFP66H1fEQvQhq5VkYGjRJnuTL3+SryoHWhkKvQ8NnO7WtWDYs1cqSLSS0UkFFGBjz/7HF998wsst3f9+jbZFNO4mt0Pwwz/KWN5NsOXE9Hs7pjjHuaMOLuy/bVjXTIXeS05K25Xb/Oi412uph82/57BSj+m/+xuxlxsYDAXFouHWR/nObZnlkUCM/s3AP7N7rP/fvr9f4e7P472/XsAf/+u53o2AGMuhDSzDxNruvmZbWYoEigMe5Qrl+2xBg2vY5DwmABzo/1g6OfExVDbtN7H3UDdoH6LuAQdE1FnPxAqgY9MSHvG5n1b7q9RDfR0ukUpJ7QQdNKoMJlFhiQC4vK6Oa7B4KqMKdecg58AL1gmo5w7kMBC0chXqaUsqOEOcUOAjUw6KcUxFGorlnKKOh3eP1+FDgNJEWOQgaVFPI1UFSBtIKEhi26MCkXhkwtrURjEYCwcKHgWCBiu/mmhphl6ScYKCpVMJX+PXMHToMmmhGS43wAKEBQuF0tthijsRWHIjTzQEUCpDSsaBAyUBdpWGLhXbOUAVeZwybNlYDBmiHqQKkWGilYvu+5sEQHQkHQPsKkNNUS0GgnYFG9nyUtDZKIAp+WEh4e3ELgOxNoqoIY6ucYSMA9Br7E6zvffdUAMrNQr7Kp6mjM70guZdcBagCwmkBpABVnDhjm0SsBgwaaaLvLdtNQNzxRnn3NKkTCU3mcHjMXfdSIQL/jmu19hubnZgGs1jWqq23N5Z2dgUKa19lPBm3O7tm3EjEzujjHtTIGd+71mBmEHTPZxZjm/pdHvGUDz5eX8mx/swQ4mULO/BBuLh/w+t1XLeKW4C7adDT2uKAPInz+D8dsPxGD86w9ylndvzwZgjGAr/3uOZdgDg9mwHhnZ8dlgMmYy4No+iZSvrxe2n+/pvKdR/Ph2BC3uJhTKiXDe5xJovD+42O4w9g/qXgSffv4l/t3be4CB1gCykO4m6tH4RKPCZT4c7cDQJ/D0n/eVRYI9QyhJxvWE0aMwItOUNk16A4wRhtKhB3tyTEpulJwmd1ZIEemRsfplISAyMiwMs4i4cRZx9qBEBkkyGeKgwch/99pYXn/Dg0Hh7Ikk5a/9MwcpHECrgTTiWCyCWi38+mqhLREBi0Kw6n59jiyVRgCYIiy2ATqyVKCGpq0zF16/JECiepaO1hYCZ35PSymA+Zir67kb0QyKZHIWAMaRYTLSj32cAutasZ4rMkCytqGNkaXMM/aCglUA/Do9doQc6JBLtJN4P7MyLgUQNThz1gJw+LGCKWHvh7OA8d6AUUqwX+IuqBZ9BqjrrqTkuiRTEefz98SZpSIngIDvfv03+PjTz2FAZ92Qr2ykY/c3+GgFlK6tg3E4j87j5cSewZhmnQOXyGN793PtAMC+H/N+Nu9zcbw4c84FM9jp8/cEaHLfefsEJblNbO+up+ECyb9zLplTi1/a823PBmB4s+ndm9NMZ4ZitKNV/PTOboDJoUHevfzeg4PNsB14uV0O7P1gvHp1c39m5uLaxo99/6O0AHQRW1hOpy6PLEHpm6YMM+/cHnRBb+YFZgpvL/rWBYqALFrmoKZ0WfE8JkAbWtTBRd5ldLXJwValWyb6FJVMiYMtIYRrR/pcCBZInw8ppMADVGRhsYjV8A0BY19FmwCuUdFcfCkEwgB3l3hRMzeARjayVPIlUWdOYAkqLOI3HGsIsZ8n3igycrdJXR1UASObpRlabcGaIFwr6Gy2V2j1GibuhvB07JTvNmjU79DNMwws6FO7jUwehHHO9FfXnqDuwrAJKBJRyJqjZ3S4QGaDCHVDnatgJoKcFtS69mep5nVFNGIyEsiyCDJCIMXF8ljjXRtZJ1mSfmLZwRGwmHE8zpyN+BCRAmaCLCd8/NkXw9QlWM42xRBdjP++XQyyaSaxfN87G/JYm8H3ttluq/FFnGc3h+wB0B5odKEyGpoX3W1iI3aoX9/ESDkAi7lix5Rs+nrAomwmbsxwbPtzvsj87LkDjfv75+Ui+ZDtWQCMPYDYuzoeW63vWYn9z7nNn+2ZzH3K1uG5dr9fggo7BAYdlMycYgbH9QEc/ZvF9vtq/cqJj7rbJ/ndvTm4Nuqn8JUfCVDKDZquQGYfhBE2U6BFaqRqFP6ivrLpXQv5agceeX2R/qkKQwOjgMStaqqG5uX6r+PYHryZ6ZNZEM0NJxDZG6mvkDLbSMMaE9jAJxFLMblA4oyN0FdVyjTcJMKeSSH+aGjxGidGjIe2otwUNDI33LmWFXeTgAtWbS4jreaaIeyggYPN8Mpn1u+zmkFOgnpefeLkeKeEQ0rcszos2IHltKC1BlNXvYTZUCw1jXorCo+jcYOdyqcwDtbF++Eshst8W3PD6+mro2/MoQHBDLTh/x5G3qAt3JzBMhERhMjdb5G82bSFbd5meBgQQldu6JNhEgDQhtY0aq1kBlEY7gBGEm6YdF8kM9pTUOE1RFLavLsYRFAAV3xlhtzc4ttf/AofffJJp+uHe3MeQwmwM710PxbHeJx/p/79fiBfzCh9+/0ip/+cQT4mUJDPJUA4TeDI4kKOXBnb+Wo61268Y/qsA6bcZnfc7OdR/3KRcAFE5uVcX5yNBUh+/exdJHcn/Nf//MVF8pO1IxbiXT5/VzeBTS/ndiDOi4zr4MJ2Py937j3c+tt3A2as6CfEnsYAc1rqMUgxIIINaDOf9QE7AxiM/Pjt/DWtEmzcHGMDGePm7g7f/9Fpc0lgQG7cHVz4Cp0D+THcjeC0upuPEsW+JJkAWE87JSXXS9Aw9EjBrFzJhAFETkJuHGc9jF5Z1UJHg8KYWsavZKVOxISZKywak+3EKlSaKFho5OGLAyWxHnQIcpEsd5UQiAQNcFaDtAebUtAjRi32aR5HKgCZG8DW/BFyZMUIC7yqOzu4SJ0SnTQhIvWRi/R6IbWuSC2KXt2zeZCja5mk0Y77H5xKxjrAEGXUnVFRVa86agZLbYy4e05RJ4zy96KfCyljPoywP9sxerouRS4aQuZbzULlNN9jf2lN1QNsbaq0S37vOe8PRfCseQAtAiAB7goyDCZlmHbrheD86vJ9Hdkt33z7S9x98kmEa0zzBiWYSYb1cHbYAIKjsTe+ZaSI3LwSP1o/XJuh5riuw3TUvOc0+kDToqMDi938eAECjoDB7l7sGZFr8Rj7Y2B/jwEMdshjkxLAbm7h8yYvAASD8W9fGIyftF0DFfN3wxg/vv31415nRQ4nhOm7zjDktrQl5nJF0IPYCBdukKypkUGMPegNGeC0O1mnIqf+ckwaYeipMwwTyKB5yb7DKsksYBwvFptobHj10Ud48/0fIaQegCge2AhzkSUQUJjRzHyVbzFFhpGQzSSVWgQEBoNM0aAo7KqNVWsoboZxp5zUgrEI42LwIEOO2AiN1adRBEnyUGyUEMsioa7QCPIMjVz9sHCXMSJhFPZMESWPmzAST+Dqn1kwEgylBsrqpyUeWmhlGHvWh8d+KJQEIHW5bQmWwOJliUVZa27cmylIDRzy/yYCa2voZaCzNqMImKG2Bq0NgMc0+G1KlUn/vrV4VwAoGqAVBOmgEWYwqiCckPE2Odl7aim75kbKkmdd9XiXM8ukqYuAZSaH/z9E2uKCs9KpwbwvFd2V5hedsRsNUO1xEekm62AmC5wRAZ298hexRb2SvqqOsYVg3djjYWHWUMoCooy75QAihLtPPsMnn33mUveT4ezZLjTPQ2OB4Ncwsqku5pRu8OeAR0Pmv2w2xaX97FvsjHbGSO2DNedmFGRYALgUurq2/RFoyPOkC2QPHvaAY3t/EpSPbTaAZgYe/XjJXtYOjDf39OgmPcN2d3fCb//5hxHa+lcf5Czv3p4FwNjYRVwa/7Hg37IP73EGXJMXnxZVV5vtNnjq1DMrMliJiVuID9SXebEq213TPOj3J5z70u/bmAQuNp8+uJhLYiKGOWV/8+ojfPrZ5/j+P/5/QPju+7Cnke2T2SDzgM8gvJ5WaVmV00Li2QAa8QciW3o9RY6AdI1QP7iGUUm9i8wAMjOY+oqWAlCYsGcA5Kotz2GeDZMkUNa7gABVFVgKTMhdHAKADI097sIKoGSuUWFwwBDlwY09DVWDkjhbIAIOwBliVcQEVQ8sBHn2hN93h1gCrz4qC8OaMxUe+OjxFhxgyvICgjGwSAMx9TTV1JBQUwiXXpRLNQrOmQeeAh58SWxeRj0YIDN3URTxSrheMdX7qFMwZ+4PTsbCn92IrwgTHyyNe9laVIBlcGHUVgeY2ZD/FmAhhcECyNUW9yDE0eLYWesEiKBa8owZwDU/JLU8zNOiveKvx/SwMGRZUMoN/sl/+s9QlqWn3ub7HSbyAgiMjJJ0EwDjToxxudlnYxW7Od3sRwd7jnXWMYuwZyB80y0rsj3DwXXsjrF1gR2DkYvzHDAZR9vuVVT3zSvRzN/nYM4D4fGV4TNpLzEYf+FtQ6tF2xv0p97T+ftYZG/e835MbBmCzTl4xCVsqdYnLwBABPaFcbHNgJ5+2aO0C8ry+Oos4jBAiuXmFH5Op299ZiKENpOvWlV7ulquhD1tDL3CNqKolAfe+WxAIUUuoZZJoZPQb2re0VxpYbhFtGkX4UrQ59UyY1d2bYxciRpbPw5jBF5uWSP1YEIieICmjlRSdlaiZwpQpGgyXB8DBlrE5bepRZBnRLgXZzugA2T6vY/S5kGId0EnRZRxt1iMh/y6MNq5Qhiwar3YWYpSeZxGrupHXII/E0attQNEIkIpC9QaSikeX8EATFDEwY2XWssMjsgcEoYYsK4usgX2FTczQWsGlrr7C3F/iPwYDkji3UMIUyUwoonFk0hRjf57TRVCqyHrDQdiIlGZN18A83tQTqUDK/alehB5+W4CqaBmUAdszJBSIKWgnO7w9bffQpYFvWRLXBcSZMc/R8Y4/90PrwshqM1qI43mMbC4hAHTYbJv82e7wT0DEKZIo859E2TvGIr5ug5dGbvz7O/Fu7hIsm30K6aFkffRMO6n9Ptl21s2dnjGzRmMDxOD8cJgPNL2K+1rhjq/P/r82jGPWJHN37hcU+y/f2zf9+nLmFzi36cGSCL+6fejTWxeXz2ygph61H9m0CRAuHn1cfo9phMg5vN5wggtCuxpUfSJv7UaXXHXRTktI441wVacYEvF7rsYqYaWbqhYWRF1ULGZ3NTltb2WCKEHiia93rU2FAaGFzRz4KZkMDg4UgGMDZVdEpyX4qmf3CKzhlCb+TWx62twEShcRKrT/wj1TA4pq7WBjdGgIMuVsW/Lah44ag2kHlvRQmWV4j8HGNqNXrq+WKQ/S4KiSOnKmNoa6nruxbgyVgFQrOuQ8x7BrxaFzaJfCZBhqOtUPC10M7o4Gkt3WXHEroQW6RR0mc95BGHChiz5/J3q2gG9dYZGA7RFqmumFg/kGdk67i4T9uwcIu7iZoCCy4K7jz/Fr//2n7rqqyZwu5wHRqwUbf8e/MW8dfy707Gg7feY9uzGf3/e3e6H89MOEOQ93LCl+TddzhMb5nMHKMamx0zDUV/2+/SxOU3c11iRHqOWd6UDPOp6KO+Ewp5Je4nB+Inb0WL7Hd7jd9rmvfpx7STXjDrGYHD6/z37FKtrnxD/hFEy3bj5HvrEu4/JuHoFcaysLeFBlx4rEj5XcgraF4QhPG2T+BKNVZrXe9KuApl9UGgHBTkppNurG4dgGTxdMyZGIFwBOeekKd6+NGmgzCwMXbAjw1815ixL91SUQwf14tlGTs1TESg8cFPNU1E96DOiDMgCiFh8FwGgwZK0TFdVCwARokxRcdXLsMftiICQjJSIhFAYPBSkR87TeMcGNT9WexyVYr2gmQdQtjgBxWuQzEe6EdJII9gxD+TsCNFdWVlzJF1KBndzQLpB9niFBikF6/ncXWiZ3mwbgxLPIPbt7+ru2Wbf5neZgDheMmOTyyxeLkNouxSKzFyevnPZ+EUEIMGnX7zG66++8WtLun6KZwAuDet87+eRNL3a8UQet339+8noPzoLmA3mcjeu9/3d9DP/3hwq3D8B/vaT8GOsxXye3E539+y4+9M5aJetcrSvWb8h/kztEoU9c3ABhNDWC4Px07V3ZSN2e+EKJPhRWn9vZ2T/xLbvDXj6eLkySvaUTn62Ww30r3RkjoQtvjj2nhnye7hPsSPcvfoY3//hH8MwhpBVDHKLlbMz29RjETwroK99Q1AKQFXgVECluMCVL2kBTHUuaEqQiWyIvF7tE/oUPBeIg5h79dWmXtPCbWTyFlEmu9cAAYDQgpDIRhBxih7N+YGIt9AACUoKK+IggupQlSxD9RME1NZcGrxoZJ44uNCmQKXQxYpick0h5HLY4PlZpTtPA/aEBoUZoA0SwIjhAltaFVCg2Qqi0ivbWhQ8M23OQpiv6l15knvWBroiaALlZAYsrKSihjAWsnIqIQCneZEyeI0OQNHO5ygml++IQutWG8GDneEZIKq98Bo6IHUmxsEu0EIbo3VAMu6LK2h6UTJ/3zzNmAFPtY3Mp7IIiLJmDaPIgk+/+gpff/tdLwcPZObJED671ragw/qqf4yg92szMLk41zjpZvv++wQGHutzj6faALYJgGOwHXt3Sf6ex3nqvPttL64ncWxc12bv3LeDi+xdjmmXs+8w78deaf7I7f7tGb97YTB+uva+70eufP80YPKOfeq/XGcANnSjHRnvJxqN8+TiWudz7gfv1Jf5XMPLME1waaSJOo282TauMtUizSRYDDcOd68+wR//+AeQKoAFZrWXKoeFUBEDDQZunkrpgYmAka9sixHUKqx4mmkJ2qJR6F/k5EAIpc7on6q7GqKPQjSmlrB7IA/Qc9XTnIJyEsqrsxEQmRxLhM+7W4ddJpvjfmVKp1FQB0C1Ci6e0lgjPsN62IiGayUZHUUjAsilxDXf07hOCzXP1gzCEfjKMbEb9Uqr7hdxat+sRkAswZSxnt+GJoR5Joepl4zX4tkuNnRCmmYwgXmqrGMMaMSmaDMQKioykyPrt1DXLfEYDwpp8zqxMg4ymE8wbTCrIBJ/DwKcqKaE9yh25kXKnP1AZp5wqHpqos6U4PZtpRSv29PfeUZra4iERbpvgLXWFCXOIUsZjFXz+4mmON3e4PXX3+CL118ha+iUUqCtBWNHXdSrj6edoZ1pTP0SyAAAIABJREFU/EyftnzLKKDhI3PBZhHeFW+3y4E9C7LPxjjq21HGxpbtms7rlNZgGhN0HICDdwEwTzEYm5iO6UovgNXORUJQEHkNHlUCqPl7GszpU+f9qdurD8hg/M8f5Czv3p4FwLhK4T9hrX80YPHUSuUdD/ND+pMLxj7UplX71Jmx/TUl0AQ9NrYf8RXbNijymPm7ITacbl/ho48+wZs//CFoaerpgfm3MwacpjtksqmvuM2RA6QsUeY73CYHFKeq13QwjRX9FGiXpdUpJh2agJnHVli/bgcpsdZpLSqnUl8RKyIWoyzdhaLm6aUt7kWLx6CAq42yecCmkBtnAI1DCp29vwqFCqFRBRUBi4MvCllrsx6D6pkPZJ70QCGL3DQKmrmmFhOhwaWr/V57RgUvXgzN635MKpLkGR4J0siiUqgaCJnu57EYbbXOLmTaqAeDBvjJANwEn01H0bSNy8nfnwSdhgA9MelzZM0MV0cEjTJ7MO20YvafACLA059VGqN8p0Nm3uCALJE9EAXO/LzNUv01njU8xVmWG7As+Nt/9l9Exdqp+Nl0jmZbgzuPFz/vFCB0MOYnZv/d2pWJIw1vHy7Rnw5u9qzJFaCxcU3Mq5LZVTEdb+/2uMZmzODlGstxcal5rum6N2qj84LOEPNSHi8UV4kwpOGvn+u5tDdvX2IwflZtGl9//nM98t37gI/HThDzVh41LuwC18f21xmV6NS7n3qaoDMGIwctsZcQd8PstHrLtFTVaRLPXtvsugdiVUy0dPTUyAMameeI8WQdaPjkm/Wy6nmTxqonUvJi5Qgdk55nJKArjYLgCuFEg15Hsg+DycgwO4N6TZIQGPPiZb5NGjuQ16loFAJf5Ned4loOnho0KtImK0KFvSZIZKdEDTmYGSoiwJIBax6DYYqu42FogMU9hxvkZTmh2Rm11ghgbJPh0e6GcJYCI8NCnF7ONN810kRdRA2ANS91HkbZiQyvETK/LkO7wp+LAyMPpFStvfrqeCXJn1X2hbaAEPEz//P4DQGNdIc+IjTjR1LinGgzLKQUZIwQIWrORFzO6y9fA5Spvn7ALBqHvAabQGu+K1M/xwAa7/AYBzR/9Wibcfa11gHzHkgc9Osa47I5Xk6cMyMxbkWwX5dsxTVgkY13cTb9XMDl9tO82efQBDfz/LW5OeGe7dOjXfTxubYXBuOZtI1JfQcUsQPCF39/iHYFBuw6Qpsf3XISgDSvlKyEfzYG124ayouk+cxHg2xeqfDlTdpfRCaddmrScLq9Bf7DfwgaNVIMbeeaCqOXxrVPsOTBdEWipgnMDQwZUlmTMkWT+sF63z1Fcjup5uqlbxO7eFpkTHzh+ujrG3VRJ4sMB0jSCKlhwbGyZyi5b1/NU06NCWbNxbY4aBURVNIQ3oJLWrO5BgYhWBEFscLEgOZIwlqs3M8OSqBR5p4odDK6tYpCXhZCYq4bQS1X5BpBiJGyGYXNYAjmIQ2Sdp2PNjEbjiu8+ilg3VhnBgUReyxJipeBJvaA+z02zf2ciWAQShGo+vm6e2r3XBM/ezBwZsPE+xBAhANA+nkjmNPLo3qFXk6gyTFFGJgLAHV9i2S6YID5e2kGfPbla3z+5dd9n3zT5hG0DVb0d047uJ0+xwhsPmrXRmSOj3ia/bN9PwBsDejEquwN67XskavxE3vg8AhDsdnGbMRnXAFf+8yVi/uw27f3M5mk/Q4TGEpxsAtg8dwZjPsz/uH/+n9+6m78JO1ZAYzNazIb0mt0235B8QPfszTZ3YQ9wRZc9PeoA9cMehiFLh+uYxBnFDymwUvXjrXp0EF/D/r1KG6LY5ARbm7v3GAzgYyhGsJFEZiZ2QEUK8AEDMzcU1w9Oj9YB3aDQMw+6U/bEAFZD6pjobjDzoxEPY1Ox6erxEDgUGqUmACbuwUsYiqIAGvuV2cCF68V4pVWGwzFy5uLa3w0OJvgxSmAhorGDC6AhjuECoPEtS5cbwOgArAYROAGuCiUBWqE9eyqlrQItBqkSNceIatQptDXoKg1AjA5kMjy72yExuYl6c8rdHW3RsZJ1FXDbWIhM66BqQTQhhZZIi15HIOrkmooglJWGaXOGKm1TYaG65b4SGmqoXGhaOr1QZgFUnhoXzRXFAUzrFWv6qrmzE5keKhF5k6I4eX5smovRZE3NUMR1x0hox6vFLDQ345ITyby2A0WBpcFH3/yKb79xS/jKraDYKyuD0BEaorsh8khuMjZw6bfR6PdNsnIPbZMAI6NeD/jZGxHHMjl2TcMwo5NOJoM5uPObM5j223OQ9Ql7vfXobi8BlBHD4Od6bh0mv9217u/H8+xvbo74bf/1a8/yLleGIxH2n5N3l/Pg0HwFJh4gvw4bB1Nxwne1QWy6euOftyv9rcMxAQsps83w2VeMTwBeDbfTQBgHpjZjUebRUkqEgcTWvtxeDeoOQILGL48NlAPLhSJlZkFawA39mRuyF0KPM4X0tDp386YdkMWRPOYBArNCZqO535zwHSFAGjGQGkgKpnu4KXTsyKs+gqfxQFJDS1uNYIyYAVem4UEDc3ZCShqZEoYk8deUHVpcVZIYbD4MxJRKFcsBTibASpR2dUDK7kItEWlUFSAitcyg6exCvyWKQEUFVkJhNpWnCBQNhitIDJocwDCIJBlEbCID4HFvY3bHOyIWNSNMRtaGPlcAYAYrdVe5dV1JggPDw8QIbjbIlkxL+tuCjStMG4e+GqZKRKgoCk0GJBMWlIYsoZMHpOc2ujv4QA6NVa46rL2wZrwBHgs0qtLpB4XERgBH336Gb7+5jsgAcN+Fe0vUvQhjaRnK1wMjc40TGONEoh0xbex9RQAmve3g+K+bci372abPROxTwc9Mu77eIlHmZYnDPNjLpb5XJmOnL/P93d/LfMx9nNhfyYYt6IDpV1fr7lqnmN7c3/G737/wmD85M2u/A7gScSw//pDvnd98pgnEqLjLl8BCVe3fXSDK8ecQM7F4ehg+ysdIWKcTjd4eFtBwp6KOMkc5hFUnYJn5GpHQ6p7gBKfxBH0d+ytw9fNxEF6RHBgm1axQKf7876qeTwHulS0Gyk1A4SicqkGUIJP9KVEXES4RyKGQmOiN0Ivy+4kf42sEY/HqFQhhVzDonjWiKGhLABzA3CGMOEkgLCB9C2W0wlVPTWyVsJKDDVnPwBf4Ru30Cwjd+fEw5JgbiSADoBeOVVD9ZLIgy895gHdR61qgxmzcQ8y45VFIGZdVVO72iqg6uJo3XCQp+Aup1NkugA1qqzm81i49HTPLISn5qmwLftg6DR3urE0BVbMYNaQqacAgDpoccDjRFQ99icLthO5aeZS/JjkIIVFwFzw8Wef4xe//psA8sPNk33PgdFde2NV0+/bZnjsDLbBwjUYL/huFruIhejvfzpIfFDOLpJDoDAD+hxneZa+mBnZLdntx9w4gyrcgZSjbffzz7TP3MdrbMKG2cBYGGz7MkBu9yLbdn/C9tqvxZo8p/YhGYz/6YOc5d3bswIYT7ZHQcaGR3i/Y06/z4j5h762nbXoh6fxZ6cF9xPblb4d/f3odn1kzj0CQN0tc/V2EiEBAJ8EeJhWTJ02RgcxmZXuBeAm33gGYErEU5D0XmSmwLhX2aGIB8BY6aQKoadY+jVxqkU27Wl2ZlHMLNQxrTVfhYfhUYODGgkWAghXi8soK5m7BJAl2yP4EQ1NABGGSbAHgItNWQtyRnFTAOKKIgy2BuEVq8LrgZBXZ6VYzYOLuxFIwGhYFVggHcxIyH+zMNpaQaqD5YBLjas5uBP2+7+uXjzO8n4msFB/RhGpCiOKrBHq95iJhrGP/bPSaTZtFe6NKaHq6Vkn2lZ3RbD0wMy+nwYDkSBPA+BZ60Z9AHMHr0VGTZqMdvCMlghcDbCCkJnn+Eni15PiW19++4tIRY23zi7H9IjFULhfbLATrvyZ2GiAkH1Q5wAHyXxMK/Fg3/Yj1zZyalMmVr73UztiLB51C5gNN8SPZXwtxuSehehfv2PQpY04jg4OxqSIvIt9It6xG3nud74XL+0nbT8vgAEcvnD+54+HYt/3SGO1cPBduiligA4X7yXjcMgsPPbdlVXW9rttgCeFwQHRVFb+4ErMp/fb249w/v5NF2baXEunksN1Ep8zjyj93vVYCScz0a9tYltmn23KTvet06ZEWmXLuI0AcVlMrFWXxbRIIXVQ0SJ11Pf1tEsBsjopW6hvkkt0S3E3RgEqq8dHnOBBm+xaH0AFC0EKsLBCWFFwhlDDLRsEhhs+421b8dAKarkFs6BVlxpT8ywULk73mxrO1ZmgEhoWhR1cFPMUVlgG2lJnMSJGMlJ5BWtdY0Ueqz8ztFbRzF0VDhyGKmfWDAGN1XFEpyANfgbOtuZcj3Gkq5qLohEc7NW2xjPfRxeMAMVMN84qqV6gbfwNWM++7e8QU0JYZ8DYXSOcK2YisPj7TIXAy4LPX3+J119/G/Eckxx5f89ty1bkS9b/Ha+ob3G5gOk2cPMpTf+Obfp46WM4M2jQ+3fU5pX/4fH222Ey/gdz4lFGzMwKJNu4ifua2IPphBfHtXksz5/Nu2Uf5u/6nD5OQr37l+eeXdl7RuM5tjf3Z/zDi4vkZ9Z+THT+A9vjvdgNoqN2eC27FQKu4Ygd4JqPld9tKFBsj0S7o/c52P8uIl5borWR9TH1yoM605zkqmIYrz0GsqkCa0bmO7gY/fBfQxzM0lDlBBuVPSmzP7zwFSHlrzEmL1eCcjXHWGG5wiiQZeApAYsZzELUqXAEfGpnNkgYJICRxwLIYigLgclAWCFQLNwgOOMWAKjhls8wW2BmONkCAFEzhdGqu1+y8BmEPC6EXSvEta2ai4wlI2AENgsNCQR4aF3TMIW6aq1h/AFEooqqounIVskAWFhUYI3PHGhIV2bNirmAQZijBHwLRcx4ikShqJorWY2Az8ES9UCQicWjAAsGhGhW68fLZ5WxNq1VSJEuvmUIYkJdywOloBQGseCLr77Cl19+gyQ6LjMu4n3KOjRzOwTyx21j9HA8PufPLoziFZfCVRfABOL3zOum//v9jo41/X1hoJMdmBYAjx13Pl5nzWKT3HJkoB2An/18lftdnfQOzvuMm7tIPkya6ouL5MdszwhkbNo0SR12b/7wcKKYBvZEI8NsVGTdHW8zkR5MOIeT5kQxjmOO+hAAAGGwENqaq03v38ZTa0NemBMgECEzPoYWtgcgZhYJJq2CMSl5oKg7YeeAz6DHg+YHZ189OC8pfVAUBmNyYyncwYyawtRFpMDBJKirV1ohUClAcXq9WQhrkYGLi4oZu3vCAwkJQIOQotiKQoZTUYgZBGeIVdygQsnQIBB7QLETFllQQ8HTFdgZjQ2o7oJpZijMUfnS79cJqR1S/Rqagq1FEbO4F5qZJxTKmS3iUKhrZ6C1qUpu3v9gcaZS7hpGm8ldRTVSYZdl8UBcDKDYbGhSIKrJpuulNYXwMDoJIvxVNuTTnpKKnd3I1XTGGwAoi+uppPw8iYCgKKUAcX/UgNevv8brL78Od91s9GaQ7XEaBkFmrmzGxCMgY2YQ+mjdraj37MXhMY4YCeD6fGaDBbrI6rgCSPaulaNU0j2jkcCT5nnjgCnZA43NtVrfuH+mqpGBtLu+x+bwg5u3Z15+Du0lTfXn3K64TD7UqdP4DfZ1O6h73ybqcHOA3LZvl18erD72Q2qaCPeDbXaFPNV63y2MhKHLJRMXSFmw0kPQljr1Na4dBlDGZ8S9CGPVOxfgIn39HKgiZcxtd8XdkNkAPP32EHpFTafu2ziRjVP3/tDo11IWNGQNC6fd1RhcBJUNsIbGKaIFT2kV86BOrri5I5AplqJYxFCguBPDshhO9hYLKj4+nVGs4SNZ8b023C0L7I3hjZ3R+A73VVB4QRVGrSsUmW3kkuReNI1QGAC7XLkpQNbA5lVRteXa25kXVYM1j99wORVG0xVaDV5PltC09p8JCkvxnxpGK9VaGcOVsRSPG2l1BZtntzhrRENsLT9jwCIycwQkOtBsqON9i/eSEQ++pyxrF+jaG7NSSjAjzgJJSLyLCFgEn77+Ct9892uYNSAL0QGbMeDHnIrrTW+dC4bNfNllo+nn0Xa222a/30WL97Nvtxuvs9shx9wMTvIY1w//OIvx2Hcz2LsAUxMg2QR3mg22YurjHuzM2XrzvZjns6Nepj7LO8V7PJP2EuT5l9B+AqDhFKxdfohj2u7agNgAkeQGdyupy7iJbUBq33+3/b5fF/cpmAXE6sgD3QyIolzEBi6pxjlNLmHtPXjQnLfI4mBmvXx6j5XX4Y7oWSVABxd+uQqCAOTU/8zoMHVzCuRtAvuKmKOqZ7/ciT2yPIKCqKDqihCcgKH6hC3JmwRzEJoUyp7CSuQKlTenAkEFF0NhDdbCULhhQcUNV5yo4lbPIFTc2Fso3QBmuGFnKs6irotRXdvC3SHiMuPVUzyEKIqWIbIlGA0NAu+HcX7vBdkQdT4QzABpZIXEKr+ua4/dQDxTy2JlLWqXBFBI467m+hUMoK2tgzplBkXGTQs2RdhjRvxdcNDBGehLcDdWFuKzdIG0kaaMACHkrhYL3Qwg2RR/N1uwHyQMAaDGWKhAjfDZF1/jq2++gWnFLI3fjVh/lwigNhiyzMW1eFN7PZjx7uzbzFTMbMTMXGD+fvrZj7FnCA6AxSbLZWYaaCigXgCc/ba78137fp8SO39/lJraPx8nuAA88+1LsNJZmGmfzX3s+9LlTYs+zSDj59DuX9JUX9qf1PZGe//dkYHP7Y++f5SeHYb10ejpaxPXftsNKMmcfKCrXQGxwifc3t3h/h+5G4rZd56FRQg5iYSwE7qzowtvaShQjgk4+5hiW9xjKnLDzlx4zmbEBDgAsswPtJiQ4pp81UUh8+1y4lQWTzkNvQG1cDcYgeTkLIcQLDIyaugzIMq2l8KhnWEoZCjsIIOxYrEzFlbcSYOgQvQeJ1qxtLeoaFi14pYFyoLvz/dgXWLlziAuaJE6SiYBHKizRFZdRkqYep/dTifEckMPtRDoSk0CRY2AV2bCulZYKHRK8XvAzKjVGQvVYVxEBMKCUjx+pK7nHlBq2mAaBeDif6rmtjqeR2uTVkOAZQ/HccOtpr32TL5rHJkjBE85NXN3oEubO1CVMCwOiBiFCcvpBl98/Q2++PrbOFtoTyQI3RjTHAP5vveXZ7z/hOmzy/E1H2Vv3mZgsd/24kg5PncMweZ4R2zBfOxr88jBvvvjXvtsjpOYj5Hje7/PNROfACLdIvuU1Lw3mTbsY3q6ls3NG8Bj7uvPhcG4uz3hNx+IwXhu7XkDjKvG9pH2mE/vx26P9W3+bs8wHK1YgCipPX2//z232eyFK6DCxmQ5OuJTap+ldiu7zZGHkXBXQ/wW1T+HwiFhwgkTE+GGIfUeQNgEcmZewMXz2twXm65D49dBS5gquHh5dgc8hBR6oLh2M/Z6KhjKjJtEQhbP3kwcFrdFCkPFXQ4sAlCFq4kaiFx1UsQZHC9O5umaghXCHjgprBAohBQEXzUzGUwrQIuDiZZAjd3uBeuTjyMZAGuYDBIhkyYN1BkcYgOyFLtZZGf45C6pmFlXWGuQpUQqY9yGUP4081ooXrbWA2pZSj+HmULZoNWVQrIwWrZkHJLl6vR5rronmfN8hojVrXWRpgCrLdguioBh80wYZoFIATHj61/9Eh9/8nkwW8PwHGVVdACwM4xzCurlZ5fjZ/w1tu2uHrr8fm6bz6b7tgcn++u4ZuDzu6PYiKvBoru2vUKM+xjggKKv+aw64xDbHrK10z57hmf+vQvrTazGZQcfBxfPnch4YTCea/tTEeqHBBnv0/bXMwEKmr+facgsu56fb0BE/j5Hwm9XCvsVgVlMnnvQg2n1kkcJ1CAikdUQsCCMXCpIdsIhJwt21wWLxPcjrXToBtBmYsTu9/zbmvZrHn0PJoMlE0UcdvQS37GteoCma2OMgmdKBlpOICkgYawh3NRUocYAh4y3MMAaLEgLPY8oGmYNpIoiBgptitsbwYKGV7zgRISP7AxE5sbSGm4XwR0EEMGbP3jhM2ZFa359LcqgC3FfgZu59JY2BavB1hWsBk4gZaHRxYTq9ECkkxrQ3L3TWnXjAPQqovXtW3ApKMxI/RCCswYp5tVji2ikhpISllLQ2PmHpg2mLTJ4YrXLkWESQIEIg1kJkJkCaukKIQKQnwGD+aJ4vY1RSvHPRHC6/Rhffv01Pvr0k4hPGdkVWRL+qrHqYB0h5PUUuDieSzJAtW/5AxbUfSwcsJNHAZpPaUBcBGEega95DsAAMReMyQwqiECacVe0Of77uIWv3oOpT7lvSsf32I3dc71UGXle7e7uhN/+3QuD8ZfVfiqQsaM+O5uwcVfstr02CG0OmLSxy2MD6oD1SKpyaFP4IJ1jIfbBV54OCbAx1IUfIOyMAIXxEchQWoz9NTJNfHJQVM21jrteWo/FcIOUUkPZh/Sxej+5F0fzSaU5Da8e5JdgYr5X1QxMBY08fVaDfWkwdyMQu8poSIcr3CUBIGqKKIikK0Hk8/LVd2TKUK5YDbAGEUMpAsYZQrGitwrTBqaCIoRlETxE+IeAsRTGuSlgDQSDsgtxdTBFhGZtm0RJLtRFzYM+oS3AE+DVVxgQn27P5xWtNhC1KAUvgLpQVjO4amhd0U6nYGbCkociaDMvhFZC9tsZC/bgUwqGQRuEGCpTv1NlNIFqFCczsw5CCNSDSTOYN/U4/LV1FkbNiRQui78lTm7g9vYjfPvL73C6eQVTBqF1w0REqFCUiBPpdHwwI4lGCRYBzZdzRM9aumAw4lWLnzy9I9cM7MbNMAH58UgT3OHi+31gJDCkuI+OdxR8uf/uGqDvjEPer/gvFxp+65wF83mBxn3FdeO/79f895aFmObLHQOTlVrn/Y/u03Nt9/dn/O53LwzGs2vHw/uZt2mgjGTOydjHd4fAYh6c83exrdPO2G5zMbhmxiL9p8cUptn4hfKUhAjIA1wrIsDJ3EVChl7E6tT6irWrKlKmQ0ZqYdyPpM+d/Uj3yeXkN9c08IwPQ4o6mJmX5G6RndBW9+W2BnCBgnqmQdaC0Ky+xRzMhcdW+GE98DIBTWtRwKzBWYVm4EUh7CCHoWCqEDSwVQg1iCkKVhRrWLDixA237Cv8ioZbMTQw3pJAV8Pt7QJeCtZ6hp4t5LkZHijrRn0pxQ3hquDiXBAVAzUBhKGrgwAE6DTzVbVpgxQB4QSt7tpprcKsBQM0ANzDw4OnthJDSunvBsPBTIKqBAUKw9os3E4Grz470qdFSsS2ZEBf7B8Aoz/PGgYwqrpaZy88hZQoqtrHuYkZkIJPPn+N7371N173JFmXZNEQhjVYkgQkQBoj6sZyQ7sfuEgea9e4jSOQ8diqfuPi2PXpXY63WRTYNmbiIrvjoA/z+eOAm+va75l6K/N9nftyrc9XXTOPAIRrgGiueTK+ODz8s2l3dy8xGM+2/SxBRrSrk1YOmv3A24OK+MwnzUmkZqY2r4GU2HYEbOVn034dLeTqyMahEUaFRqCmxxeqxwXEVgjjT3CL4H76mCDU9R484t9yfgfggaAem2jOks/GIkSZvC5F1jkhNHVXADgzChK+5WQZLpwp8FRVoUQgdWqdxZmCFrVIPLHCWQdiL3fO7HEInXvR1sEdma/QvRsWxpnABBQhsDYUcvnuokAhA2kDWUMhBfQMsgKggQxe38McPK3n5E0EJIT6UCHGKMyB6KJHIh5kuZxAqNDa0NoZLnsRKDFEyHz8uFvJDC6jHUGWcSY0Vay6ooSYmsiyZcFiEKqFiwjwAnEgmHAP4iXygNOxsp9Womb+zEMDREMUbTxB9Ptg6kDFEWu4q0jwzXe/xGeffxGsjcQ9cd3ROa5CKNMrx7vthi9eWSRoyjt6BMCvA44Nxu+/PLL9AYvhu9DmZ2zcP5uBwv4487Hn7bPNq/4jZuHou86ixL3MPTq7EaB/rke3v5aja8/vj4DQvH++J5j7tANje9Dxc2j39w/43e//75+6Gz9Je/YA4we1iW77IO2HnOuorwkS5uPPIOOICZnBx/6z3d89sCq2z2A8wEYwaRzfY0EQ1VCzH+kb5b6tESKl1JyGj+JUbqjHSlEnKXHvq0/1c/hdTjiZQuqmIQJIQ+VzsC0JeSjiRUJAC4EfOFIgKSYpNa/7AYB48WBPNS+/Du6rNFOFSa5yPbjVGRyLdExACBDSAByeAMvawPCCZScBOECGkItPLcIwiNfdOPlKX9+6PoWRojU/jrMB7IJZRUCcQaauWgnxAE5pjPvvv0ez7bNjIrS4L8hnh1FEDqYo8ADOGlLltpgHUfb3L+6dAWbOF6Q+QqvO9riEN6Ow9JLvfi2DYXAWyUYqaDzxDqIpmaf4TgQEBvOCTz77DF98+XWPFQGsA9k0gAlSprXtMNj+cmzfLzzFXlyO52sjPN/Bo9X7tXiJbmh3fc12DWQcnn8ywEf7HzWafppZH9t79iL/3vT1SnuKcbn2+xHI2h/nWhzKc1+B3t2d8JuXGIzn136U9+YDgoxDHyTNq7OpT8C2X/vfH1kRXey/Yy0221wcf/Cb6aM+OEEcyvrMTFwAUmRJ9nR5mObq2Kn3TEVMWyIp052zfgCYrMppUUU0q1322hgYyyQKw+DdcfUpa8FupI4GPGPFYFPKpQJFQFxAXGCxgja1iNGIgE7zQE1D5NhnP0l9fczm14EKgmePECs4/hNbwagQq1jYUKhiIcUtFzQASoIbMJoR7qQAVfDG/G+OYxMJ7FawnhWiAhHPw1FqoKqotaKtimWtkGawuoJUXe8Cfg/vXr1Cqyu0Nqg21PMZa0qRWxSlSzaiV0p11waLeCqsKtpasZ7XMPjBqbCzPK5JESJXIAdfIaIGM5zP5x7Y2zN8hEBGoHD9dGLB4O9BprDCRbMoAK0sNxAp+M/+y38BC+ZorZSZAAAgAElEQVQlXWzzW3tBtV+80xNr0HmLCXhMJnUGHPnpbHBzLF8Y0v5uHzMWhzEa1/q7YzkeBQlHc858vg7kxufb63I113FLCF1ffnfNeb6jOeMypmLLPvi88Dg46n9jfmLjs/2cZn2eVDzndn9/xu9fYjBe2g9t++FjsC2dmINzMtyXbYv4DynYeZVxNGlNVOMAK32Kmc50sCLpx7a+uREgRVDPedaUDKethEZMFBpgY4g7hVGJfc3SN+ygok96hmAoko4f10TE0OYxBNa8jgfBy8f3uAJz1sQIEQxqYBQv6R7uHFjQ+IsbVw+18OBEBqGq98C0RUnTzIKoAKtnk1KIbZuGSma6QRTCK5gBMWd2RBWsKwobZPV4CJCiLEBVQEpB1ebZMKVgaQQjRqMwzOL6G0UKaGmodgapn9vq2YEWEYRcmtuIQeJZJqkn0VYv5w6L2AkatSGAVNzMku0MKkCBS4SntoaxsxKNCcKhgSHi7BT5XdCmWJYlSsl79gxLVGk1BYc+CmNkk5QisTImd5Ux9UBZIcZnX32NBo6A2WOK/Wiln+PnsXZkyGY2YwR7Tscjwh40PAkkcLmS7/FFGCzMJoZiui7sfp+PeehmiNbjmIh6HBQwqfQCgIUORe/eHFS9YyQeARazS8bMQt8C07i/bD1OZJIQ39y/vJ7dgmsTEPozaHd3J/zdC4PxF9yusRh/5hd0rIQCwe9pwWvU7Lzq2AMGTBPjvAKaryUnvYtr7iO+7zb/vd+y/06EZbnBGW86WMmYh81acqLUYW7sfFIOlJUTm0XJZifb+91KNUiDbY7bI+1jtWKIla95D2b1SbIIIrWIep/uEVloLbjG9Firmi/fqhoauUJkClXZ4m4Z1epxAwkqrHnZdGsQqlgKYUFFsRU3pFhgKMY4QVGpYbGKGyKcdMVqBEbFqTBuX50gC2GtwP0fAVaFnpt3KVxLxAIwoGg4nW5AaGBpoGIwapEdZGi1OpOg1RkDAEvxjJnWnBVqoer1sJ69tDrg1WKJOqtB7MDhJB6T0sJ1oqpeFK76vUDUlCEmlFK6GihLMEW9noy/Y1mMzmyktCKK6ZXCDi6VYOIuml//0/8c5e42XDS7l3J+Pw+M8NbIzzu+35ift74GXo7iKq7176Kf0zn2gOeaS+HaZ0cs6bxI2bhRzEZGDRE89fu6O6fPN48wGOPU3YnVGc2jZ5fb0e7v+RwXbtwEMvPi6ZkDDWcwXmIwXtqP1XaDsK+up+8GVLjY2X/E4MkJYqsrcLCq2KH6CwASnw7XxyBJ941B2xQ/DZ89sxtA83WOWeurnZwoDdNKTLMYGQ0fda4Ks582ytn3Qmn9UmI1F1kezAQYd1CgqCBKjY44Z/NaFkwR6EYANF0wqakxrrOZH7uqwZSisFnFWgEEuKirohQPRqVgUKhUj8Og0KRoDVSaG3Zztc+FCA9w0MPmfTVUiBUUI5zJQFpBvIBYIAKsC8HIg0hRKwwhStUUQgvUHlCYXb5dw/hHfExZClQr2pmh5rVDOisdAMLdHIxl8Xeh1hU6l3JRgyEYlaiG258fMyTYKRIBGbrGxvnhASIFjSrKsrjbh+EaH/AKrcYRzyHjveTQzNBWAXKVUZaC248+Rnl1B1LFkPbevhePGfZj9uLAaO5GQboFh17L5XbXWIr53HNQ4+a7XS82jAUwmIVH2hGQugBZ+/uz6x8og7DzM7ra54tr2/Vlf/75Hvi0Neaoi5RToAt4YZo39iAsf+9puqNDT9ytn77d3Z3wd795YTD+sts1FuPP0fbnmf+ejP27HKdPpphWD0fXsp9ggS2DsZsIklHoi4sNQ2JjBRF/39ze4k0pqG8fgsRwnzpNroz0w28maxvX3AtqzSsRDDYndRKA8X1SxUzZk1CXZPbMEEPUJVCQLH1J6HQ8gaN+h6++FSxLTK4GNQ9QbA0w9h1rraisoJsCIkY1V/XkhQCu0NBc8FV+BUEjXkIhDNeI0OrGfFkgBrBWFHJFz5tCaNVArUIM0HpGrQ1NBWoLihTg9g7cCLquABrWP74FV594l0KgFkyMGUpZ/H6LoarX1lhOnp7KAKw1nB8eQgj1coXKUkAGcJF4XgTVCkOk6wawtTAOFHLdHLE1RZb+PYAONrxGDIHAOJ0WNCMU8XNYAGUQ4F4TBgtDpOCjL77Cd9/9J+CS2TVe0wQa0vNHLMAOcIzvZpBwfbxdYykcPOumGJnttjk83t7IzuMBO3ZwN0YvWcfLtnGlPAJ2bKpgugEOm3lkjH83/oNR3BxrvoN9CtHt/drdu0GYHjM/+/36nLUDEDazFPbzyyL5a25/PQDjubangI/ZlckxoMG8/zSB9GCsefm1Z0xsWqPtJgedphQCYFwgXKB8Do+CjtLxRCBTtElUqfuVod1dgUiNdKM1S1llP21jBP0r7YbGryv6HWmSOUN2mpWH79fMIijVAOFgVJZYKXo2iFclFRAVF+MKPQiluBM5uYVAl5wKiCtUVhgXVAjOrQEQnInAQlhZwAysuvp/YKxKqAqsKqhgNDW0liJfWQ21QVeDaIEZeSaHMMqNodYHwBS6+n1j00tjxOziZ61F/IVfgxQX22rNgz8NBuEywCCFrkAUKKNQ6QSHgY0b6hVVa3/9/Fmkf99TaSlYD5Y0gOpaG8yw4pkpzF69Nh5Sv79GjG9/8UvQcurnzE06q2CXIGlD/QObQn/7oM7r7fj7C4r+AMjndxdU/RNswDYIEhfzwAycHou12AOO7NcckJnMSGdQ9uzGBMoO+zqzOZSfTWP9MdCV4zGucb6nHiAe711su4kMI+rslR09ow+5cPwB7Up86198++sCGBcugx+/XaS9zQPgaDAcfNeNbN92x3r0yewKk7GffA6/m2lK68Zonjxy+94fHumoQIglMaaV1FZpsAOYiAHw4K9tVo0l8DH3AZcicFzQAgCk8qcHIGrzzJQW7AiTl1anEGhSdWOP2qCp5kkA8wmyLCApXo108eCypQjOt4AuDL4R2MI4nwx0YjRR6EnRqMHgDEgFw4xxf1bQSVCZcSOAYsU9AdoesEBRCSio+GMzvFHDH2rD96b43gznRjg3cbDRPBDWlMBUEDKagDaYuhaJyAlyI5ACYL2Hnau7FOratSVabS40Zs5umIYIlykk6q1wqLka+XfNJs0S00gmsBE2QQjlVQd2JIyFPKgz42dMDcKTG4y4uz3y+TPClWLVAZV54TZhhpmDsUKMTz5/7c8oQGsPUty83tcDH/vf/R0eBrURQOOrq+2IEUjDlyvrGbPP7/LuQNmpDuSOZp1rro6jbTbXiMvrv+gz0OXQOxMQP+crPApWfawdsUUXQax9rpr3wYUUuCV4MI3pmaZOT+fs86o52xhp7mwYcVYv7dm1vy6A8QHaJt4CuPg9B8oIgIpBH3LN/fv9YA+D3UFCug/8pEFtjsls9KdPNdtj9tWKF/Si0Pz2AbtlRHKyEBGckStXwHgqboWIc5hAUBAdENauApiTj2FoKaSEuaQAUwQLOlsbW5uiRSnw2pobLnagQXCdiGRQwC4JTlwgZQEAlNMpSrEzaCEYB9Agg5gbRC8/HvObKkgI1jCCIeHKniwFKCecbcWNCZQWKHtJdVsKlBEFuRSLCcoK6BtGWxlrU7ytK861YnWaBLUZyAS6NqBF+XYjLNEPd4e4rgd48eSWUhwktAprHgvSoqAagdz9AxssToA2CpbDZck9zdVjMChkvh2QZGBtCWVOd6fFvbahd6I8XGRMkqw7JN5LaIOZoiwnEHLFaj2jhOCMxnL3Cl999U0YzOFGeVejd2l4h0Fv5Fk9hwZ+84d1OewZEHh/qTNl++McZYhY9Cc0U/teM5CYr+3I3bNxIRIdXOPl/vO1EBGU0XVHDBiux2nfjIt4Kq4kz8u7Yzwah9FZ0JijdteXrrIQm4ELrdEFGQQE+GXymjwxD+qR6tcza/dvzvj9P7ykqb60H9iurmZmOrIvbHiABnQzOgbkPJlMxzlazbjK54GvFdgAnKRhe1onABggRr5oNbgRxjRmu6uFUMqCJDANrphonK4HZxNcYTMmrGAn1LygFsUkranCGUZEwyHT+gwe2SChlNmC8qZYPUuhflle7MyvZTmdXCzLCFIKymlBI3Yxq7jnxAwow1gdTDVCQwMpgRujsbtetHqKaBqcqoaTEmrzie4kgiLAWStWA7gBaxEUMzw0gJTwFooHLDjzAr77yEt9vPWAztYM57XiXFeYLVi1wpqAjMFgdzmZswNCBCXX+BBCpKIWSDE0PcOwetn1qqFT4TU+IAiZdX+iDEJdG5RbNxAsAoL76lv14NK1VbASmAVVqwODjL1gcoBl5nEYmsYSnsprcNdZrDJ925A5hwEkASrijSR3BX3xxWuU29scRZeuiJ3xys+OjG4yHx0Y23UGY/M3UWdsLgxuxLBsiqMlQzeNx5l5ybTQvlWAtr5QmMdn/J2ZPPtxPt+D+fe9oe+sTx5jBhfAqIi6Azr7c+3buwCjTR8wuU2sH6RvO8AOYh6ISGO7njFETql57ZuZwTjs8fNpL0Gef23tz0SpXQXS0yQyuw+SeZhRvh8nou33fU52orMYutumr5OwmdqIMDMLexfOBhNRkhvkK/n+JaEsC1gEWt0IN9XhL7Ux+eakkfLggLk8dEiAe6R4pKJagC2YG9aI6yCEzHcURyMpYQxj1SUOPJab0q8v4wtOyy1MPM6h3BQHRBbMRFUQN4C80JkHSxCMBGJw8NEIIoCuChQCFwC2oLWK84NiWRhvSWFWsBTGfT2jsWHBHWBnnMonEFnxwPd4aAUPWvCHM+OtLVC+w0qEygVys4Ct4HxWtIcz2gNBbIE0AjWXWKfq7ENhgfaS8eq6FlFvXWQJlsgv9OHtvbNCZlHoLIEGOgDJgmK1OoBAGB6RAk7tEgCMTD91sOObujGoZ3fRSGSUsJR4xtZjcUxrHxse3JviXb4SLlHV9tPXXwFdrRXQ1rrolr+ml2N2DuZMhm6/bX97J/bh6Ge2AQrG/umuHHFFGGB+Oo7ZAMLpTtkwjVO/52ZAj6d5zO0xf78HVsj7uzP8IzNrGyx5AYwO2qG76In+HcWGXGwT/ZmOusFcxzxRHu/yWO/CcP2U7f7+jN//w0ua6kv7EdtFLAawWfGkCNd+mzmlC8DlSmf3+/EAy1VrDNT5WPPxcrLJzYC+MshjZ/NFEY+o9Px+Yihzgs0CY0TkmghZ90LExbJilctRKGu4hQaTo5HimpLWztDQcJ8gaGsKFkRnlxHgsQB+D4jZq34CLuwkBBNG1eagyAywhtYYEAa1DGAlL01t5OzAKYJBtaEpYa0KIUKN46/Nz/VQDayG88JY6QaNF9ByC+gJRHcAGPa2odbQ3mgAUACtWNczaFWIFiwaMRk2skbSkAoLqBiaNY/H6N8pigiUFOe3D7CmqM0BoeMw6pVMTYe7CvHsa7qo0l0AdyE5KyLIeJxRBA0wbVBznQsOtkjV2RZOpo4AhMPAgnHTpkDx9FqWEsGZu0JW81u9M8Jbpg7ba9m/v1d+7izb1L9NqCGwM+g27b8/z6ZUPBF4Yhs2C4R3bEeG+qlMitw6pfGPQFdey9VjPMFmHPVz7gBF0aLDudAPFEANMON4Tezw3vRnmwuf2L8v1p5xu7s74Te/+Scf5mT/6sOc5l3bC8D4M7Uj4DB/tnWJhGmMwZN7jJ13gKL/jPVJD4iyvp9RuijGdzMo6MfNyYKwG6hbLgQG8HKCLIL6MG0xuXF8sOeKDwMoRBcJAMsSoAheDdXzD9G0YTndgISd0l7P0GA3WDzDYLtqk5Citg5o2Ai83MSk2mDNT2TEkJtTAJEGQrhwGCAITjcLVABeGI0JJl7t1VQ9LsIIVoD6oFEfo0ChOOsKXZ0BaMpeOIwZwgVVCIUa7o3xoIw3VXCvhDeV0GhBefUxsBLePDxEPxSn00de10MbUCse/vAGqIZbuwNWBTUGq8c6uI+BPBtkcWXRxhWecwuonSPOgZ0uD9ra/417iSGuVCNAlInC5eRiYzBzPQ0muOqqgkWcfUAyDKFn4brvMHUQmXFBFMGlRP59inkVBu4++RS/+pu/hdkAPSLc39suaY7pvZpp/wQbk2Db/h3eMwh74ABsjXD/Oe9zZTX+LrEQexZkv82sqorddo8BC0K4BwjujtqDoqmPc1/H8XMOSubI+vPcnI8u4cG+bx04IZjCGP/JLs6ALBmezsj6FxfHHguGKTtmM0Ud38/n1l4YjJf2Z2+bXPAAFkxbrYfN6JncJ9aPsV+BTZPqLvLa/wwAM62g/Ese5+mswz5zxbfvbg+4yRFZYgXrqpsRWtonIgBdKMdrXQjAGezGaNo8q8HUsz8CeciyhCEEaqt5C/piL7NV+h0IX6+XfE/WJFMlnQ1h8YmToNBWQVRcF6OvJMWTNtYWYCkkqRsBwjgJQ5eCxobasywoyrsDhT2AtEWK7loYqITbRSAKVBWsxqjGOBtBwaiNsKpirYrzCiynVyCraMXQ3p5BjSIzQ1BOJxgM6z++gVrBYs52aAMK3NibKSTK0nMRGBgsCgFQSFDPK9bz2YEEj3dEO53v97KUk9+ndKERYCYQzgBHGkXrop6LEcCwfj+NXA+ExFkLVQIsmSgCcwnJcsdHLAU3t3ceEKl+HJGCDPREjIv06/eRFPEom3f6OoTo7+cFcEj2Id0au+3m479L7Mc1d84+bmHeZ3+O/WePGU+FxyA4iI74qY5TLoNEu9uEp3o/AFx7fr5P073L/Z64P/McogEsOFjJUfPoADD5QaZlUBwrPs+58eh+P3V/nku7uzvh7377gWIw/vWHOc27theA8aHaZLxHhAQ6Reh/76nEgfKPVl0DDKSZ96N0UJKoYAIZV7t32OWx+nAcwLi5e4X7f/yPPrC1XawOQRjMAjCKooHcMiLSKOGAQBbuCpP9kgLUbM7fPI3N8nMzp9SFIuOjuNFRg5HCRcBcEIuYgVI8kDH6ABagKqwwGAaYoJ1dfpuEXdjKAIjT+FT9HrQHhQhwJoVKFBpDgRUGrQ03VHBTDLWtONEJb5TxYAUPuuDcBOfGODfCegZUCesa6ai04ObuBqKM89s/uuiYeaBluRXYucHenqEPD9BzQ3urYDUIALNgF5pF8TCCwOt5LORy3q24dohnnQDGcbNNHShEwF0G0pqlpkmUX2fq8RtLACsHEQoihbUGY1cQtQB83ViF2814gbtwOIwZdRDlgJvGu5o4MtmXNFSz8bM9lMiXPn/uDHp+sqUBNwb40HjOR98BifcxcF2K/REXw/5oR1teBqBeZr1cAzz7GA7qNyTP55oUCej2xv3i/LRPO7d+k/tsls8px7hvOGqQmG3EzPpvyU7ZZRbNz6nd35/x+//zhcF4aT9Sux5/sf08V/pA0pbct4NtB9pGVKmvKOZZ0glT666XADK6G5A5scTvuJhwclKaTgVf5Gg3RJ4FkiumPAMzh5MmZL/NYNZgsfpVJggYVTV88/AS4ZFdwsIAKYoVtLoG00IQduOQAZ8SVTpzpeQr0DgrCVgiWBQuaQ2irs2wSPF0VDjbobUBJ/I4hpOAyIuBmSo0pMklDRIzlFqAFMHaHGycQKjGcOUL4KFWkDDOxqiNUUFojXBWZzHAAojAWj734s9OBa0pyukGpg/Qe2deoAS0CsgJUhg434PQYK1ibc7QdGaGCK26jLnXHVFAGNwUEA+IrdRQQkyrNa8Y21q4VOb6ISEF36mzWInObgsWAYyhaF7rhSSymiS8LPkCOZshUgIAMqQwyrIA4NA9YZDWjUskY0963IMChqhZQ/uoC2zHRB+PW/avE32cwm242vbMxrW/j4IvHzvOUbPZ6D5iTHN/NngaqgEwA5szGUcr/lmfpvcdyWQ6IAx+bmThJHM0Xeemrwn0k2rsRwNg1JVXyRLgWf8+54noYJ+POsjagYojgPNzARvOYHygGIz/5cOc5l3bC8D4M7TDgKb8vHP+B1sljegbDyCxc50k6t+u1vIMdPD5vh/jOPNUvO9Pd99MRkaWk/9CW1ozVzE56BW5mvH+aJQW33pdbXMAjWJYqobZjeOX6+BMikyF0kaqJRABhfGZGUFK6GqQu3JC48kDTwEYGCIEKjcQNjzAUJuCNYS84AwJjECFYedIxxUGNQJFUa9mFdpWvJUbnGjx46wGUcGZFjyo4L4CDw04V8PaNJgLhjWGNQM1A85epMxWAHTC6WaBYQXOUf11dXbidPcKjAVKZ7T1DJiv8Hup9vPq75E6Q9GqekAlzCd9o6jv4hP1IiXYJr+PTVs8JRfUcuBo42EQ9WeV/vaMweiglsKE5GM0RXizUMoNZFlgZrg53UK1YVkiBdqyEF5QFgmC89zxuigMY1wkKEIHpfnZfgTYNKYyWDXH4jXwsN9/DzQujo/HAcc1w8gTEJjdBofHAHpwNgHuZpr6d5VxuLyipBSQMS65zxwLsXcVXbA48z3t89s0d0Vn+xPLe+9/XLhKNmxHPh/bysXP/XjO7f7NC4Px0t6zPbHwud6OQMPeLRLb2QVgwG5SnT7un17r1RzBPwYvzYaj/+S+1tisS8zGBL7FBmOr3cqpH5cwTTgWFUsvBZW8roj1SY3J0007mwp0psflqeceejaDxOeW8tfi1D3AXslVG0BRe4MYba3AwhAqrh3BBHC4CISh7Cd2YbEVXl3VI1AIhtoIRQpq9TgILbdYloKzKs6toFrB2gS1EqoStBHUQjldEVVezVfnGqmS5sF3JCcYHpwRsOr1QdYWq/p44uZPscgCFYGB0OqKVtdwLXkMhCmcNYmHZ+aKnu5oQTj0Q0MDU7bJTKET9/Lu/z9779JrybKtB31jROZcVXsfXz+w6fC6BkyHY8nYxvToIdFzB2SLDg06bvATEEJuQRMJOhbQgI4BG5mLsDAPA6IB5l7bjXsAIfwUFyMh32vZPqeq1syIMWh8Y0RGxsy51qrzWLXqeMc5u9acMyMjIzMjYnzxjZckSwWyKEy65kidPvLdZsyCDgCtj+rtesXDulC9IzYM71Bp5G4+B9Hh35xL+6+Bdvq4G8em55iM9jF+f0GZmb6zv9nmmS3FDGDOQMNZfzqLMJw715I757LhQIJZd6iXapLe4kBJHu7tTvt8Pdpxivd3satqfUdBSCAz3vvIOfVfPa+3q393N/gjeHrr5f03r8hg/PHXucxLy3cA48csp8P6ZsG4VZWke+pnt3/DOBxrnC4tozpkPsdP1DhjPdmp2vG+UsC0boi5L+w9iJA7d/choDrQiMVHRSOKZ3gyOAM9mVuEEvfQ7OwpxPtup69+IMUrFMqSOVCCLYk9D2RluHEvofuWYCTMmWujGnylvYO3cLdUMGsZQNsCF1iLhbgIgEi0BnICVahqKA8KuzYoHG0RaHmHDYKPpgQZJni8OgEFQ1pwgawAInphj/MRWWNFBGV9gF03JlhbVrStodYrbTCKMIFb3LdaQVNHWcNzozjq47U/tjXyrGi47YbXL+q2odba40CM48RNYxgQpDVvnTWCRcC18DgRFYjz3TdvPZYK36r0KKEEmY5Pnz7h4dtv+O5DIKnqPtZ1N8q9P22mI6MAGn5+CkrcE1RnRp5P0fNPAZZ7gvFZuv+M7dxbij8Dy3Rz/q2RKc+0E7Bxy1Dc63P2jXMct6/h8IXzPT1dxurjXxna9MPpO2Ds58aycjNm31ghg/HXv3Q3vkj5DmD8OGVWWdwpR1fUPBd3V7quo/R9os2gZf69t98ByH4B6e3uTIXM/b+3dA8plI89FKzv3qN++LsBHCjhLbYw4oMONaN85m8WboyxGqkugWPSA8QgCPVF7HJba8Mij3BRDD2xOtBSTxt3KhLhqYMRqXwmRR4g4rvBoAtaRAFVE6A5VQulQBaFNqDBYZ8qsFIoijnK+wWolSqXJTqFAhXFR1x7XzYHts3wWAUmD9jais0E7gW1OlALvDr8apCN70GrAtWAxwbbALk60BxSFQpBWVYs71bo5RtU/BD2eIVdH1HrFoG1GhC5QeAFcnkA3KCLxnsKsCUCldKZCIfjcnmH1DSQoWGIbziNUC3AIgLE1esWqoJ4hpEynllqyUIt4RGiIj0sfA8tH54oj4/0edYIfFYCuPRw3YfIlpNYOozPI3juA6bPmfjnM4DBPS+Pl9R96hrP2RDMDMiBcZTRvmJgBPYaN2zJWd/vqW3u3fNNv1hpP398JhKo/+z+3ZFsZrrSZyt9vQpbq5HNEon7TeDZn4k/+czfQnn/zQW/+/e8EoPxH7/OZV5avgMYP04Zdu03v9/bCWGYpJ0+TKEv/a+Pi+MwmbvgxgAyEF4aNoRHzpDhKj3GwWlfAaTe+hbzjLuMESAtEG8olweUDx9C6OxuiklPi9lhMTPf69BVkrYYtYVAhkIjtXQD41TkklkixbcWJkFzsx4TQ5w2BR7PTrXAjXVbLGTeKqAL/wqA6gwbrQtK7KrhjMXBDJ8GNMC1oLjCdYVZg1WDQeFbpVGqOaQJTAy+0UtDfIHCsDmAa4Pogq3SLbW5wF0hKBTaDRBTLFB4cUh1GmdWQ2mRI2RrKFVgVdknF6AKSovdYFHIsgAQWH3E9VoBa6hGJRdzqoTQMbIVy0qh31qlmkcLVJcAEw4UMkOlaIAA3n+BM6EaMvts6+OOwdMMg/wABGi1BbBQaLAmEKBpgRpH2W/7bb8VIoLmNuS1oT3OsrCvo4vqAWSczJW55MglqNy9le6Ve7v40SZhPHZPXZLHej8mQT0mcpuTus0eHPN6w3biP8/swbsq4Z6Nwti/3BycMTRn9hbdvupkPbm3bnXgM5xH82oagKphzmm2t4EEIqHedHAzEu2b0/X9TlTxN1U+frjiV//idzYY35XPLXcWq1Eoz3/v/bYfwyDc9yUVw99xYd0/TvSnTYvw3O9pB8Squ6HXCC7GgGAO4N233+Lxww/RbEPKpd45szTN8wYAACAASURBVA42LNiHtCWxCC1u6UXSr0sGhKYOFjedixogytTeGQTKkQyGosdsMIeBO/iaQZuERqEwxtzQRgBWUn0jgFkFxGFGrxIUga6C66cNXshOSAlPlua4fmjQpUAehPlLysI+Q3BtG5ZFYebYBNh0YbZUKbg+OrOdGmj6vzkDjW0ELwWKxRnES+EoMEgxiDls+wSvhvZY0a6G4oA8blADvWACMF0usfhuGwTA9vgJrVZ4pTdIE0CXBXDGoMiw3SKRxE21R+MEQp2SMtkNbWkDguBHa5XPMpiNZgarNbLnWmckRBTreoEuCikramswc1QzSK1Y1xXrZWXTZl3ldcNajDNFohPzbjyH4yDYWGUa5yflbOc/l6fUJvdYjvHYS3bcZ3YK4/3sTMVt3876cLhmtDMGJ+NrFexxZM4Zmc4yjNec2aGRccEOCvLsnuQw62afx/5pvt5bDxNhN7+a8qoMxn/yOpd5afkOYPwMynNRPO+WeTJ3tUe2m+3F95xwY92klqfzD1c/7DZ65Ti2L+gHZgXeJ/qyrFgeLrh+/MB1fqBE3ffgXNlXwbBQeRr78TOjB3IX1gFNDwJEKl27O11016l+kdgR92czhjkPwWNWaLAZQ92MLIGD3iTcyJEzae68jQasywpfgMdt405PuNhpEaA1SFWqWNJNQsigtM1QtwYpDlwKWgOq0Y4BrvAKFIQNSHhzqAu8Gawa0By+AZphylvrO/+1FAANdWtkORq9PcQCKGqBmAEh1MtywbKsqI+f0DLCZ6twp6cIbR0EUKAoo5MSGJJJaOGFkWnkVYFmtYNFxDNEKQFoHWgMpLaKMObG4PLoSuPWEu950UKgI3yXHuHh+2tMsKv7sUPpc8Pvzq4+9sdxckf4z98TDNwz0LznsTG3eeoieodlGL+PqpEujA/1NG5wnOFkJpJV6HN4PDXmhhzm/LH/Y19eYlTZV40JLHQGYywJcARHF+SpSpw8th5Aa2j7KyifPjziB3/xr3/pbnyR8mYBxrhv+SpL7jZSfXDE/DHjb+nGw/lRTlnEaEfy39xVBZco004pAcfB6DMXw5jokB20HGYyxgUEUF3w7S/8Vnz82387cEXrNWjsJ32n65bAAcEkDC0G81DKEDzLox6oy19KISiIXBWZhZMeItF2BC9S2eNwlMiCShsQYVpxACIFHvk2rDr1BuHC6ZWLXXUje7EqykOBbZGl1BUiNED1yoygTDrmaFcDLgyvreWCWis+bHQ7FSywq0HdoSbwtsE3gbigWGGMkdYgATBggFeHXRukOlCpQoErVBeqOdpHWHO0jTEvzBnTowjbctsB4cM33+u2EQn2CMD4GqwGEIgU6og6fC709CDGIZgys3DR9QzUyetbZar5NPgEkO7GSWk7BK057UIMaNcrvvn2225rwdcaNjkxTPbQ4LesXAcMM0Wfc++w6z9fU2b1xVO2Fv3Z3Clnu/8RUDxr0HnW5p1fdx5gZwEAGzIH7GzTrS6Cc011eK442RyN6o4ZaEGRxr1drZHnHMBPXjFdiY/vQ3wfq/vx/HzC+Jy97zdc3r9/eD0G4z99ncu8tLwZgNHHSaLbaWH4asq4wI3fp3K6gM0AYNB3jgABGIQ2ZjB2znpkOzcLMhCqCYSf+XDO9A5iPwaH4nJ5B3eBe4stlnU2IvOP5BmCYZFwB0BBnV4FXdWjAKzBwhjTXVAbhY0qILFYjfYmvL7DxWk8KYwOKSIBVBi3wl1gbiiu7KspUCIt+0J7iQUFFQQ1shSY5vXpGdHMoCjxsEIARsbXpSx8D+U9mmx40BWbfwqAA6aCbw24OgqUaowmUFkgyWi0Bph0VqSUBeuyAF7hapBqkOZwa2RMSgHMGQbdHOKNqe2DEWFYdsXmITjcIcsCEaHqQvjesDL8u0VSNCYv8z5eyqKwusE9MqMqnyEbMDJH5nTzhXVwO476jGAZkTh6ZM7aWoDUECpS4RZGoylDNFmtkzKN5QODMPz2lHcHm9kF59jWGdNwj9G4196PAyrGctZ/3rYHydO3+zdgqbeRHiN0uUKqQUd7j/PrHO//uGmxm9/75wQ3TgC091cCzO5u8+c3jbvHR3u0tw4u/l4vbwZgZMCbFGhntNlbL7k7fG7Qj4Tm8cCwKAI9emeCi71dR6Y4zwrPQbEDgzH1b8xh0Fu9AXgJY4ThuBURdVDQ2r7jZPsSDXksYiPeKkgjTxWhEESBCuCNThQwjwWIi6KZQZyAYyd9DI4WC6DTzROkXZtVMFKn9EieUhRFC3QRtCowNChWlFUhywoXercs5QJdLmgrUDTSthegFhpONgdKJElzJQjYbAPM4E2BViEK1NJo75CusGa4yIpqV4gZLrjAxWCPFdUNxZwGnBCgAdqABUvYtNAGpIE2DirAslyg6vClQZoxM+y2wd3RrhVeFtjGgFs0cKUbozrzw1gjAySqEI+gW4X2GQ5AnddBAEYVwbYxBoim+zGAPbCVo7VHCCJku+9qAY1IrNv1EVJWlBLRH2t6mFQsZSVzb7EL9xJ2GECroY4ZUuiMc2YEGX2Uzr/dARlnwCDHXObsOFNv3LPROLNduGfcOV5zVrk8B2wyNoZPbZzV72yDORCmzXx/59eZ+392/fw+PqPDeUQ+CKKyA75Ub3pfFI7bo97nUKOd2aLM2WrfOsj4+PHxOyPPt1KOw+3rKr3fw6C/AQcSJOQ4KcbF4aTdrJ+L+q4SGSJt4vjc5nZewgXtbQ1sww3LQsFvDvyW3/478Ov/399g1bCb8Ihl0bY9LkLf0EiJCJBc8MzSLoC/eURu1CKwZlRHGIMv1esVpSwRyY+C0VoLICIBsrwnzdoJhsiA6g5XRw3DzMuyAM6ooF4bZGE0bjGg6Qa4QteFC6SQ/UBhjg83w/bY0MShhSGvBQVFVjTfYN5g1bFdN7I0vsBrhRiw+EoGohKIiSkU9LwpcIgJ2ocP8AZs1wZpgIRhpxpwkYXxOraNXh2VqdoNwfpsDRGkGXq5EDimEaYbE8l5ZTwKHYRwhA530H1YFfBGY00BWYuHdw+RYC6YBze0ytwuFkad5gQ1TGoWaplgTC7rheG9EymIY12XGDeO6/UR6/oOomR9Mtoos8J63wXfDtzBzijm2oEJnMb/mepiLCOoyPr3DB9n0DEL+eeMP8f20h13rvukysZ9f579Zo9CNw2344QkFXahP9S7B24On303EH2amfH4f/7NEYbogGDcJ43X6GvaDACHN9k3Qm+8vKqK5E+8zmVeWt4OwEgEHF/f/rA5KSfsxQ2YCOpwZCh6PeCW8sUw8fETPpdp0c2ikbZZgchwenoykMBGAHHB5f17XNYHXMOTwaxBI1NqkOdkZHNR8Ub2wgUuDQZgWUqAE0U15sigZyX1+1JkX2yQ2WWl724yoFZmFwcY4NoibDXVI05VglDF4dbgTSGFrnKt0fX18rCgicOEagxvHjk2CqQgIoACUkqobACrhmVZuOg2x1IuMGGQqXK5oG4b4I4iBRUbDTfBZHCaT8Yc5C5IJa/rOzTfsC4LVAVFDbg2NLuiXh+hjh7Jswe8qjTedBW0FsLTvRtfigrUC4oucDPUyuxt6R7MflEFolpQM08KAPO2M4wQmEZGThesFwJI0wbgArOKVhu0hNC0zA3DwF5wQ9EVAsfVKj1LdOHzkAzCqRB11M1QVEMIHW0FekmBlCDjzjyZWcN7zMO9387sKvL7uIPXifq/543x1HXn/t1T2ySg8pEiBA7qpP3cmLfj/kF2d/Rxk/Mio84ztcih39aBhEDhGfAi1rf9+Q3vZdjQ+BF19DWRoe6x3+9XADA+fnjEr35n5Pn3cDnbqb+k3kjT3ZRO1qLP6K6iCCSeu63hjMPl8rcBGBwYhjTmHM598i5yovYJm9pbj116ggvpLSWrQcoyDMPAhacsD/iF3/734zf+xq/BLKJHtthxqjEeRgR2ahGYiS6QvAsF4DXVIBVFhoBMDu6wQdfUrUaeDm8UkthjcGihIM6IyK1V3osWLMuCdGVVMGU4hMZtrTG1+Hq5QNeVSpNSGDcj3tVS3gFFcCkFWBSPuIbZwjvm2VBBc7qf+gZ4TZBGNuIBFwKHAqzyQPbCgVJo6wC1PUz4dWM4g7Li8u49lggAhscGXQDUivbhI9q2wf2Ri7QCIopVC0GDOUQqWq1o9doFIOK1r5cHwCM9u/CBudNYFAjggBrDYxcRJVxY4Q22hYFtqLqYgZPv1RzQRXN4dVWZWbisSkFrDaUsKKK4Xq8oDw99PDPsl2G7VjIeQ6wG5NgcQXiXL2NkmTtlEogHkDEIvpGJGOsfmzqyG/Pvn1MO3hx3/C/PmIXcwR/UEyLHeT7e9/7x2DZuD5zZpIxn9Md/AriGRmJ9m9ZJkX2vMrzKUS2+3+otkBnv++3Di3BT/adeicH4k69zmZeWn1+A8RRomCfBS8BF1n3qtwP7MP8ddh0YwEPsNPeu+SDeb3de497snlrlHmAZVoVDX2cQc7i97Lco4A0ihfRoCKeHd+8pR1Rjdx+QJUJx0+ZCmPJclb853SQZARR9p60rd7Lu3MmqMOlYc6PnhIEBqLwBjTEucgfvZkhaoaxrZwf68ywlAAeZAhNgKXvOlXSH9WbAYnT9VOb00CZoq8Gao6wLZBHUWsm0KCCr7Eb6MZyKLox2maDNBYsUmLGv27WSi6nx7A10UW3AYs7AXqZAM6wRbdSlwMsKhcKqRUp33l8NdiXBIoHcwt2jNbTaIpZHC0Eu3TsDcAYZc0EpYXNRuJhbI5AjYBNYC6NZeI+iiqiXwA2hpnI7gmcKSU+JxrGtBC9bZRZVb8xWWyIhXY5X9nLatY4CdGL5jjZLB5h/qi6Zv48C8yUsw9mx50DKc22c1Tu0E2uX7zc9POfjunRPtXQQ6hhWrRtG4vZ375sRm9pPOvG++D8uRdLTCmB47tl6Xm8nQV64Xr+R8vHDFb/6F75jML7+8lImYq7zkvNmUHLSzjhBj78CHSoMC+FZn8Szbp59pAxHXkTGc3PLOLAaZwvLSEc65LCQyrhg5/mxRz3efyQ3choGru/foX36lEqWqFL2CKMeVL7Q2JJ9p+5dhSqMul07ZQtQ0AHAqoqGsM8owKor3A1m/K1oodAPCW8pQDUs5ZeCdb3AvKE5YhfuwFLIJKnCbIPWCJ1dFF4bA26hRMp2QJpDxOC+wapAV+7aS7i7btZgwvDlRRnU6hJRM701tGtFtYa1LIAJXFYadAqDkWkYcZobpDoUinVZqR64tvBGoeEl7RgKFgnAUI2eH6GOsea0rLWGrdHeIr04IKEeiaJSoAWhAlHaaAggHnYw0A42qFaxHgVahd4q7sYstJmQbqLaRTSMSenWWyTcViN9vDmNPbXQRofMRQr3GN4D1N6Bh/X5cQAdPthgHNiOHVjfCKlh1z8baqcxY4INnW0ehjIen3fe49/Re2Ovc7/NuZ3+u2TMC7uZ773u+GxSfTJsrBKUjOG+z5ic2z5JV1mO8E2AAD2326Opkb3Pcz9z4xVN8F50X03P3uEbLWQw/pHXudh/9jqXeWn5uQIYR4rtCfps3gG9EJQcAMQJKDnAAhl3R8MCd9YPZF3fF8yp1fHXEWSMdOGeWGpfNMZzMJ13mKzRTgcUJ4sirQYawkuSQMMcDw/f4EfXT33xyntRRGK0yE0xhovO+zQzlIXumPXxU6T95mInhVExF1G0fFyizBpqG6Ck3JECLBgMc0cpoRrJTKqqWCQAVSkoqnANV9eg+HvwKRjEF7g1LLbAw1A1Q4u7AW0zuFQ8mkIvC5ayQNFQa0OTBinomcQKCuN5oGL7+IkCPzKgegPjQbhhXR6AUP2U5rCtEpwZc4LQ4wKRHK4w3Hgh4LjIA5oLA2m1LXJ5KJZCbxv3iNYpJcBbqKMEMMuQ1AwHXkqJLKwgoGoFKmQaMhZGM2cUBCWN81CWAH2Mh7GzCAniqCoje1RwiWu0jeBJS8H1esW6rtz7CiCuKOoM0Z7TbQQOA8/e2Qv3m3na14QhidoNyBi/T+zHaHy5j++sKjc2GCmYR/CQWYLH+XRjx4Fz4HKjGnHOxHy+nonihntNoT2uOO7ek8cBxzVC5HbOz304Y2RcNsALmbKucDWEmxnfxGQjMjSyP/uI0HsAPSI9XwmAyIi817nX17dWPn644lf//NthMETknwfwbwMoAP49d/83p+MPAP5DAL8PwK8D+EPu/tdE5BcB/B8A/s+o+r+4+x956lo/PwBj2LU/W2aw8Dnt5zUmerZ/xvzxeJWnMf1xhzbW2xfsiTrs17un4rh/JVp374Ai2+4LMHKhQgCPsJ9Q7lvymXzvN/8WbPUKu37igmfWs61qCKXWaqw1udhQJ98TWYlgWS+xONNLhfYV1Nlf3r0HEEZpwtTqItxlMzwk+7JcLhDlOVLCwBDcMbdKw1IpeW8K8QpdV1hrKGUF9TBUK6AIrF1hCmChW6o1xs9QFwIUM2zXDzBVYBEUUZQ1jBg/bVCnm6VHBPTVhIGtGj0tipagfgX2GGyPMTZJAUGP142ih1aSBDrWQvVRkYainqyUFhQpsFa50Lv1pHMVDaoCM4YPZ8MRFMmDQetgl+/breFqYSviToAiSm+ZMCKtXtFZLWEeE/guXOGOsjBqZ4KDBCOA43q94rKuA8OQAbr66D+Ch3EenADp0zkwgItxvKf9Uda52ajcMDK7gHvJTnoGGz8NwTiq5JIoOG0u2ZgTcBQd6s9FgNN+nTEnu13MnjBvOCPRC2IQPH0zJ9cc2ZljRrQjCHzb0ILl/TcX/O7f+0oMxp96+rCIFAD/LoB/DsCvAfhlEfkld//fh2r/CoC/5e7/uIj8YQD/FoA/FMf+srv/npd25+cHYGTJxeCpQf05YCTLWd07k/UcunBpHGnbDjYS8Iw7i7HejiL2Sw+fup/FyaQ7MBVD2/s+4VhnN5Uba+RuJewUurqHZ2tZUJYL7HpFYhWGgEakOaeXAu0AtffmuGjZsHAJ1jXiKUR6+FTnFKEdRybxItghq0BXV0Ai54mYoYFRPanOofrIWmNeDjEYBHCDlgXWDEXCaDN3yAt37xIGiAJlnIlF6eGiglVKDxjlpTGIlzLOhxnziXglnW9Oo0g4wQQDZAl3eQ7aLVQyOG5CF1al6qBer9BWaSfiBvcGaxtUSkoHiCoDp7nBrvT+6GG8wUioJHSGqJwSAbZyp9haHKtJG/AZSoBKd7jXw3hsEYJcRGBhuJsxEsgoha2Mp7qBjALVLqAxbtSPEXecPdOOYJ6NMxifSxegQDApeWAysn4BAHgKGNxTZ8zHz4T4PWl5zx5iPPeMYenzfmQFhr/988QIjG0+dW9sM6J5Tn05RTvjZuxeubNhOxx/6vsbLB9/dMUP/vxf+9LdyPIHAPwld/8rACAifxzAHwQwAow/CODfiM9/AsC/Iz+mPurnD2BkeWowv/RZPdXGtNMZ277RffKE/q8MC8D8/XiJUHeczKF9vR1Yj4nCnMHGzaI8TmQ/r9nZjKwKO7QjoKB4uFxQP8TCpQK1MLgsYSAYAkb74kS9MSN/tq6Hl1JQlFEzgzqhAaIk/WzMfBoRQMVD5dIDfRmgC5OQuQNuaG0HEAAYUKoZTCnsaq1QN8i6oFUnowFQuIfwrtaY68NJ5zdrhIsGGipCUNEgTSORmkPXwiBiywqHRVwJD6ZAId7gzaDKdO/Mx8GMqM0ciyw8LgVFBLIwkVjaK9QQ3O4ME26N77A15gvJxGb1eu3xQQCEd87OLtA99ii9RXVP5+6YbAb20eeWNiTLMC72MekALpcHOJK9AmCGsjhaIwvDSKil5y25hcRDOOqBxZAOQyZgPo7dHKPAPsbG46PwPTCQ01w6+f258rlrskw2LNnGqZ3U9H2uc2Y/4dPf8fNTNhdn7MXu0XESM4QNnrAl89XvPIdx3bpZR7++8v7bC77/WgzGf47fLiK/Mvzyx9z9jw3f/wEA//fw/dcA/DNTK72Ou1cR+dsA/r449jtF5C8C+DsA/jV3/5+e6s7XDzBudgLTz51qG4b2fE7uiOW4RPq8+My60KH9FNIOHCbcS6zZ50n+5O0O542sxdi2jPfdJ+vESty5lgzneF/GMXwaOxP3roL33/tN+Lt/628CmUp9KfszcMdaInpk3m3SnyEIV2HukGYMZbxcln7D3OA7at24E3b2TUWhQdW7tchFwrTnyxIZWEFQYtsWVDh6LpKCBd4cZSVDoVLoFeJkXRRA2zZAgLII1Bc0gOxBCMpmDbKsUHUsusCFuVUgygiUtcEs418I1tAQMdL2Qr5oc7g3qFeoKEp5gJUGXA1SqQYRsN+qtF3Yrp/gjbYVCPZGQM8Sqw0ewdAUZDXyebAtgqBqbRBgfNCpnlLfbQb6sBeyHC57wroWqrKllEjnDkAifkaoRrbrI0QUy7oAUiL0eMNWK5mpsjMdyaxIzFkOb7JKYtLnMoOECWTYPfcRfthhH8f2uIN/SZnZjOfm6FndWUDfAx5nKpi5H+Pxs3burT03a9+8lvVrpdGoY7eruA+45j48yWC8sBzOHPv7lQKNjz+64gd/4a+91uX+prv//p9R2/8vgH/Y3X9dRH4fgD8lIv+ku/+deyd8/QBjKkfSYAAXJxOrHxvBRU7I4XuCBmDaBYzgItsbdgGdupz6eLPYRDse+R0OQOHZ+73dvfUlpfdDhy4GszFcC4fz9vvoW6q5ZvYXuSFlzAlIgaDBTLCUI5BqLXah8EhORsGR/W/OnfyiimYGsQzmRLWMQkhtiyTiY1eCLXF432VDDM3yvqliypgamTPFXWDbhrLQNZY2DBVeBWVVWNsYsEoFLgrxBdtyBVwhZcHDotiqYVkv2NoV1gSujfdVAS8NZV2RqUtq3aDNYcb+p8HkIguwRCyKx2Aa1FCcrEUtALYtsq5if4aS1vsKRyXTktEV4dz0m6GF0G4h7N0BByOgLhF0i9b6CpMGWuqHqkn398/InNYz5ZruBnzijmt6pngyI203vHVnMDIIgU9kvFtVsSwLM7l6g0IQfrAdyFitgDgWWeGgB5CGh1DL/BpEnDtgv8MIzvNkHM9dMJ4I3j33zX1QfmanMXuKnAGNsd7c3lPnjX8PHi6Dcun0OTzLquz2FLOFw737f4kdyo9dhs3b11pemcF4rvw/AP6h4fs/GL+d1fk1EVkA/GYAv+58+Y8A4O5/XkT+MoB/AsCv4E75ugHGAVXfshb5+eB+lZXBhebU6GlsewIWh8VoqJcL3UGQ5ynjtXszx/N5/DhJR5CRn+8tmuPn42N4hhWZQdCw45mv3asE1bkzKVzULu/e4fHjDxm/Ylw0LT0SaLRpbhGDQfsi25yGoZq/uQ9eKWQ1VLW3TWAYtghx11oyoRYHg3mqHwC6YDK9eYmsoZ5tR7pzGONGwAwqyc6UUIU4sBkgDSYVUleyJ5XxLNDCcwQOWRS+0QYCIihSsLYCdT7JooVqCzeYVzgMKopVFog6bLvCXRmG2w1wttG2K7xuFPBGiSpQqp8MgNBVtCxhKGoNtW54/PSxq+HopcPnuS4MvW7NIwGVAGA8DRWNOBbeBxQ9gPjdW+SBCZCoQnbBw1tCA1wkwNtaw6IMzV5EoWVBaw2/8eu/jm++9z3GOikrVJjfhW1qV0e11lBWhgxPjwsZgOYIyp9i6Oa56Ce/jwJ6BAKjCuGe2uQ5+41DXyZW4Dl2Y2Y28u8IUDJ+5rggduA0AajPLWf2I/dsSn5qZd7EfYXl448e35INxi8D+F0i8jtBIPGHAfxLU51fAvAvA/ifAfwLAP6su7uI/A4Av+HuTUT+UQC/C8BfeepiXy/AmAbc4es8iYaJdTZM79lS9I+9mX3nPjMjNxTiCU05d1amRSAgCu4yC2d9n+rsYEAiD8jEa3gYhcbuPnfEfZk+2Y1hqLFfN5iE3O0KsF5WPH6M+BMHdBJf0tgy+max48pkWp67J3c4oq6S4jcHhWQRLOklIgEQoF0w9HNEureEuULLLgTpTUJXVgYES0NLIX0PAE5hRhsLBvtSF0bphGELNQuEEv2yrrjWjZ4rssDV0NCArfXdebMWMTAqegyN1qDO/qtE36EwBLiwFunUySCIJACiKDULNUm68DmA1lAdtC0BsK4rAZclsOP7qFuFroXGqoWBthwWOUAICjOGhYf9hETCOe/jhjY2e3yFPCYR1Ev2nboblmXtth1aFNfHT7her3h4eEdDT6EaR1Uiciv7vKx7FluJFONpNpIjc0xr8aQaY/48zOmRxTgDEd3r6U45c1OdQUq2Pdd7SvUwtjPf39lvmI7n/Z2Ve6DonmropQBqaOjHAwgje/EVg4z33zzg+7/3F1/nYr/09OGwqfhXAfwZ0E31P3D3/01E/iiAX3H3XwLw7wP4j0TkLwH4DRCEAMA/C+CPisgGbmn+iLv/xlPXe9MA4x6d+ROXsY0zcDEvAiP6n8HKDeORR0LUj/VHpmA450R0H3TFh+cwMA4HTDU2e3Kfu0HcfkwOR89+v19EhgUtTnj/7S/g0w9/BKsbIpDn/Kh7t9zB/CDYM7GqFriAQlCjT+FZQD9/g9UQLvk/LR2YiVBgWyPo0R7Uy2CVKiEXGqwukSXU3YFGsGNuqJtA15VGjmWBW9hgaGRPlQIRh9fw5kAD/IqPW0UE+gDSKLUolvCYMGtgaAzpXiO2GaNrWov3Roan6AKgoG2PjDdh4WbaLDw8DFZbgIbWWQNGQ6RBrbpDm8RzXVDrlc9KPTKFFlit2CI4F0S6XYWWDMzFwdSc++LdCSjHEsEGs6XufBbAwGFayv6M48h2vaKsSwTZ4vPZHj/h/bffA9zDLoTPr1lDs4gPEoBmZCz4zIYhPY7Pabw6jufM80ViYOZcJy4+F/Jn5cxWo7c9rDH3QMRTKpGzzQyvNdz3vYkG4LzHz99XAkUggVfEEeHC93zL89p4bJz3NW7a8pwzQPGVgguAuUje4jPgtwAAIABJREFUEIMBd//TAP709Nu/Pnz+BOBfPDnvT+Izg5G/aYAx2k2ME2wsT43hJ8sZyzH93gHEOMmn83q/+oTISan752lR7OcNnzGciWGRm+tnaGicnPu5Zb7+veOI62JaEOfKqguWdw/49EPS+GcUMEBhHUHCkTE4LHd5EV56XFhVFdasB+nqQao8qf1Y+ISCsGTCNHekXyYvvfNDHu3CHa7CTK0St2gRn8GMLrEARMP4cWUK9kULagApiGBdVqqOREIOOur2GOoaoCyMKdGcLqGLRsTV8PwQFQYPs4YelwKgykaVz8nBe2kKRhVNu4p07UQAjmmHq4r18oBUO9R6hQNYLxdsV36utfXnJ6FKWi8XiCouy0oA1jakSmQpK5+nG1odU5BLfx8ZMVTldixAEBlzgU8fP+A3JxOG3ai01op1idgkPUgWZ0LGR7iTuuMGRNz77PNfT8uW+2DirMwsQmclTq5509cBUNypEABvj9fRhb/sx09bmObtMzexnzP+5id1xvbP2um7iPM+Jegabd0OoGI+dwYcXxGj8aoMxn/xOpd5aXnTAGMc8C5yHNzDII0fDsefxdcjaMCwy7gRnIcrHNseJ2/0xzoFfduDs12U47zdwzSewUt8P7vHewDlXj/6b1yvb66593cGVuOzdsCZBv3bX/gtuD5emfs86HQAPcOjKFUFKRQTeqlQ174IDf/6LrvF7nm9BMhBmAF4d3v0yngNKbhayyBSVCFoMBDo9gcRWdEMoqzfmkEWxVIKGF6T76FGYi+6yhZYCGSNfCellC5IRQATweVyAcRxKRc0qxHPosGqkfoXgTcKSS0SwcgAj3gX3iJ+xbaxv5k0Ltx5RRxlWQFX1BxDGSky0ti72R7ropEJoPAksFEV2qRECPF1KSigrYSCuUyaVYgpA3bJGCHFUZv3Xb9mBNXR7kakBxDzAFxSGNE01SBM8U4AUpvxuQFwN1wfH/Hu/TcML85WjoCYSLADxn0s3S8jaM36Z8yDADT6xa1b6HMqkpd6jpzZctw77uNa1/dBAqcr0+1ScxDEYagrw+/jNWehPgDFfYrb8fi9+39iI3i4t6mfIvJ03KL5noC+2bthhb8rb6q8bYCRZQIW/Gmi/Kc6Tw7YYXdx2LkEiPHp2GFSjcdzYeoLiZHedcBBd8CwvuvXG8uZoD/rdff46BTlDjY6QBraHCfjWfszoDE4xPbdRC4St7u+YbHNHacI1BWuFgnEVlweHvD4gREmJer0RBUQQAG1haF/ue1GA0FBU4c2xpxI7w8B9mRIjj14llFIJ62dMSGaGVzpeUJCQmi3ECjKM8aGOMyAIgwi5bWhmkEXGhk2YAitXCACqhlEsG0VujBaZtrSbLVhUQ81wEqmoyxovqHWFrnYCpayUlyKwK4bNt/62Fu1wLxCxdEkwIVZpJinx0ZtW9x7bu61A0BvwmcZoMVaQ1i0xGa0wkAjV1EGQjNrVL+UgmVZaYNhYaMSBqgW7sMwYxwRNNqPaKGYTzWNgGMJzHmyKJOWmXvYWNCjyAPk0KCTgbZUgLpt2GqDlsKgaOAYgPU7BCBwbwRL8J39msb2Xjt/3AVgbipSwOuwUTD+sAdKk91bYwwLfphXd4DFeGz8e1cdgiPoyHEy1vVel8A+bu1JwT9vwPYLnLACB1Yhwclw/N41ntjUjHW02/QM58R17zIxUzsW69OpjdsbKx8/POIHv/JXv3Q3vkh52wBjQty5c+kTbFpUss6PO9yOYCE+505+AjSdaTgwHwr3GsQ/F+fR9OwAAnCcSH1iTRNV+k5wF/qjsD+71wNwmq51xnhQSE/gQ2jzMAcz6iRKUtQAk3wRqQCl4OHde3z60Q/7AjC2CZFISY6wRXB4IRiAgIIu2IvwNe1sRC5CC7THTHCnIIQ7aqQET28FQKBKmwnzVHsgjEZb9x5pcGiRPR+CAWVZoKq4top1XWm7gcI4EoXvtG21C1UtBZd16XCyXa8oS2HEUF1wWUsHCtWuESY9gBckInk6mm30ejFBkQUuRqARTEN9vIZrae7EI2V60E/mZDfcHddPH/gMRGHC/CFuCqBFXgeqnGjzohAjSFRl1hUP1ZLrLlzNHd42JOBNGwtVjiGFMM65C95dLjAAbWN+E7JXmbYdndn4+OEDDV6dMUxEEMAsDHNtFlwZoyGChEWG3mONHNsn82LaaXdwEPU01AI2CeWnVBn3jCH7tXMNm46PoOW87eN6cGQHOAdD13Dar/4k/Hgv0YHxBo5MRh4fr/ccg/FcifM7SBvXW+zva14Lz9o5ALQfrzevVt5/84Df/ft+8XUu9l++zmVeWt42wABuJvj4fRyM5xPwx7/WEcUP4GKcZMNiEdvDELwawnlqOxeW7O80gRzoQa56neGcucxMxPz57m2enN+vP9znUQ0S0z8fy3AVApTUiwOX95E3JNUgDpSFu+ZWmd0zvUkw7rxEIMuCIvQ4UKFhJfXyclBxJDsBi116RgVtbV/AtXTnBhoW7vcGLx38LJCeXFoVuDxcUEOYrutlh3LDwrgEa6BCrxMKXl5MMy09gBLIjYnGeA8CwK1h26yzKSISrIPQc8TC5sGSKYqgR6pQrD20ONyhBoQpBwV1eJk8PDzAHXj89KlHzKThJdvxiJWhEbSqRyx35itJt1SP2xdRrCuNPwksIpUJdnsLl313XRttWJbLEg4x8Y7coBKh5COfirmjtkpgt6wx/UK4uoddxz72yH6Fq/MTjN1Y5jk8C7H8PjIivd07wOKe98XpNePYS407b3bnZwL38HWa2dMaNve11763Zn7OWvoMszHW6/cvu8H2qHoa16Anrze9o7da3pqR52uWNwcwDlPkKcQ9CH2/V2cuEwL3cfDP500MBoZJMfa1t9Hb0RDOvaFT4HDYQR3u2ztrMIOFc/CQZ+zP4liPv/jhjLmFW9BxcxXZj6YHR7qV9v7no9KFcRSURpuUmRFnQQSGDAg07MyQBnvSdznQBrXCY8q7EjDWQrIuEPR2GO9ChvWVrqoZpny0wocZPBJvNSMlXwrp/lo3ejm4o14fAVFIRA5bloXsiNMY0RBCLp6ihgst3MnGCAHHEunq4SEgMwU7gEwMVkIV4MFOqIPqHmOETG/c/bsq7FoZzEoIYAoK3AQeGV0tDDUJmpg0zdK2A/me2B+qLwi4kpHwpMfjmVm8H4vnp+EqahEPY8w1UpaI2hput3Xb4J7Btpgi3r1HbADce9I6WdfjQJRdNbiPP0WqSA6g+GQsz6vBCCJSLXJjuP3UGjKV57xKJIBb3gvB2q2a5TA2sy5fUtx7jGsR9Mx5h2tPQGRveGdo5vVv7vtL2Imz4/M6OrMeh6ozyNkB1b0iAURuF67PAEBfsLz/5gHf/47B+HLlhoGYhfpc7tSRaGhkOg4CPc/tlXGod7j+1C9MvyMW55t+zpN47vr0dz6W4OJMBTSfkyJ3PnYEGbdqpLPS1/Ph/Lnd3ZjOh0p7TIJc/6Dh+RBsg2jYeDj12gzpHQu5UT2BAAziBCDremHcCFUKM592eEhmA1iWtS9cZhYqDKoNzGjHYBAK0QA9LfqtIczNjPT9wjTvLYw5JUJsC5gKvSagCmHRUo0Q8SIWzSdCNUtR7Q+1tQ1emRJenAGnkppX0Ui5EcHDqvUomw5H2xgXw405PNCssx5ujYIsYmKslwVWC7bHT4z5Ec/t4eEdPj1e4TCms0+6GgQBmX9ERclmgKwFBBE+fd9pkoUAsJKdaHXrIKtG5lyHA+EqW5YCzTDvzSDxnIsA1WqoVhRapCfIQ7AhHGYpYGi4CzhECrwbeu7jF9Pns/GsEyuZ7/PeXDmzsXhZsZ2pm5kFDEBkZmq78PTo1J6bh6DjmAPkUEYBPtd5ihGZ18ZnWIn+XE/qzc+pP9v5enee5Q04/DqwxGn5+KPvbDC+aJmFeGcGcL6LT3TfJ0+nFaPO8Pvhb5x7WGym4z3Gwtj2CYDwE3Bxd3HK656wGBg+j+fvRmspSm+f2RngGI/JnXovKWe7Pz4PHtwFfQTLkt3SXxxY1wuujx8o7BvimdFWo2XCNA/vg3iWIgKTUI04U5kn5d6jfoKMRGsUMh7BocgAlL6bttipS9huLMLATyoLIEzC5i7YQigrCAjSM6WEoSeHhQOthVFn63YEHunWm4BgygSbb3APV1lUNACLsk+rLKgKRC76/hxLiQyzTs8Pr95zfPC506sDKJAwvkRrjCHiAHQBc5komje06qAnDINZPX78CDgiuqZDsaK1DQCBTVmYY0UzMJsw3oeHYUMnMgT9ucPDADPea4TOgirQ4n2XUOswngiZB+Ko3X6kEl3BwEiecIG4QXR3SQ1ED6JUI0DSFYgYKqmKuzduhwHcx7Go9p9HO6oMRz8yCvfsKsYyApA52NaNsB2+z20fNhYHoMG7y/kFDOvTPWDQr3myMj3FVpwBhum4qu6RdjE887wXzeSDuc05KSfPclwLs467P/Ni33Z5/+0rMhh/+vkqr1neBMDoZdiddkE+VRm9PaYDvQ0f2rq5xNj+ST3pPP8EKrLusBidMQyd9Jehrag/77R8+AyMk/ho/3A8dns/Y515z3BcWp6fpSfL2d5G3NONyd3JRuTdN9/g8eOPAPXQ0wsQibTEAVdFEVLvezr07J53I80SYCOvaZnmXMJeIQScOxgxM/KXJDigFoRMCYReCoh9r0CxLAp3sg9123rciy0SswkAKYpajVEvVWmAiKD1Y99eFoIlWHgwmWNZtCfS265XGmaGTUlGqGSQsUjI1loIkIaE1xZCxsPmAeZwa0xb78FhiQCi2B4fmX9kY/4Ot/DkKIwj0ho9e6zWDpZMg0HJFOpxTauVzJI7CnSPCusRBE0IJjJBKgpddMkMSA9JTmNRvrvWahiDClTWSOO+oBnjXbgz9kWJ3DmHcRbzZ3e/TQBwm913Lvv4HTYtA2sxzt95l/2UhwemumeAohMvJ/Xncmhr78Bh/TllDLLOE0zCzaEn+nFWDutMjMe87rwGwb3HPnkWE5xs0ubjn88ava3y8UeP+MEv/9Uv3Y0vUt4EwDgIwecotJG9iO+YJr9P9fPYzTVmFD+oXQ4GpWdof9xlHCbIviDlDvBmbuOI0lOMdwZgSDL2UkAw19q9Pz6/7O9jf54HwCN533EdGVQkoNwr64JluaC2DZktREB3UI0Fz8K/njaHHoaRFLbjLnC827S6T/HDzOMSTiZjkK40QGQxiSia8a6KhA1IJgVroboIWw+qCciawB3rhe6bXhuuHgGgCo05i1AlYxH4KkFJa8wAqkWxSAGKoG0bDT5DHUGXUApJ3ls+SIEuBWqO6gwG5jXCjgeD0wU+gGSAqO831K3BWkVrdDnNZ9qqQUrMoaKdLeqPWYF3D+9h3tC22udNpjm3qMsw7I58i+5AEe9xYBL09Z12XB8BQloazBqT2dXrBlkXwA2INPNx5ZgL6Z+T5r0x7zxZjOOcHplLnebq7DXSvbMm9gLx2z3X1LHOPZYiMODNmjRf48wL5XQTlZurYeMytnu2tvm9Ovdv6H6dBJF3AI2c3N/dcrORywamNlWf7/MbLu+/veD7v/8XX+di/9XrXOal5U0AjBthPpQzIQ7cTtgTEvD2GsAxYNcdADP+fgN+hnNnOpX9GsBOZ2H8yGac9W/kGcbF55n72s8//zvd3AtaeuY5wndQEffEhTSNNLlrWy/vsXzzDvZ3r4QXRnfOEpky0wDQnS6eCa/43MKQMwGB8HmqFNTWunBTVWZphfe05Ec7jSEYVPxmnjR26cJGC3qeEov8GWYEHM0jUmgNYKSCVcredmtoXkO1Ejv7UiAJnwSAR4I2UagW0EtTUM26/QjBQAtKgDEs6vWRRpnRfy0FS1lQa0X6veT9tboFKxJZaVeBl4KS4cVTqAqDiPVEZOY9zX2O+MfHTyiqe2K0fJYih3Tq/Fvi3ZIV0rRNEkT0VaG6yI5zIv8KCB0+fPwhvnf5rYx/Yox2mvWTv5J8F30wemdcOlgfwMLYz/iy1xmYyNEe40zwn7EWc/szSLhhMoY+zGzIYcyeAY3x+z0gMgv8gU050qzj2qIYDbXHc+8W9xetRy8q01p7d3n6isEFEOnav2Mw3lAZJg43c9Nu/GQ3cXcIzqj/JYN1ACydIbjTh5vdQe7gDhzA033sC5j3pfREbfKaZe/DkT846U0uoPMhYfjsx/hqsY3zvuPk7xmu2zAsiKrQWCB7aGQIIDv1qqQuugGoufMc3Z94gplUP2S/MpiUB1PAhGHeY2tkqa0x8iQEzZnwjOEjGEPCw5pf+rNKQ9MG1RVrobDsWVGZ/gwCggUF6MrphlYbllDBeItkY6BKxVsYqrqzLTBWBVxQ67ZHSRXpfQAYTjzfG91392nQ2q6GQQJgoOcjcYAZYjVcrnvOF+n5TxiIyvtzYL4YHDKqJswbU8ZTABPUpQGqNev3oeHGnAnt4sWRZcrjIRRd5OCmOpYdbE8qx3EuT/M6QfPubntb7gGPp1iOg/F4gr1xYzKvI2fnn7Z3Z02TEXgNM7mDNvTfntp2jGzPuCbN69rLti6nF3i2yteuInn/zQXf//2/83Uu9mde5zIvLW8DYIwMxLgKxnefGIqX7uoP5YytyN+jD+NEPcTIz+/Drutm8ZHBrx6xUIWB4TGexCy0Ebv1FFTSf/9yU2rvw1PlADgo//eQ4yJYLw99gdpVHnvLfIa7HcO483PEo48M4YIQ3KDhJyM7elC2GknTuHtOewEH+6M9PTufKkNfh81Hd/njbbQWUSR56XAFZewHCkpS5qV4F+bNGhDnAI5Wqfa4rGuoIRgTQqUQMMCZrh0ONIcUMgVt826UmoxBxtbwQLsPl3dhYwIAinfrBQLHtl1hdQO0wbcG94Ztq8hhaCmwy8J8L9bgIni4PBA8WYWioDVDKWSRlocLwVndVQ7McloAIQjKsctMrMEeZIhya3sU0AQcsidVIzAg+H+8PuI3xVDK6KMl6u/jjeOqWSPQTEHfx2AYUk9zPZ2Iz8ooNDnmMq/L07PvKfZhPD78sN/HdM6Zp8eLWMu895kZijZkr7j3IRmQ6fvZ/Y0gaLyb+cn8rNeprxlcABEH45efzGr+c1veBMAQAdNRnw2kRNwjq3APLMynYgAt+XcEDgOzkbuhQ93h+v1ztHnmItbVMJNK5MZALHZIGYW3/9Pb5ML7pYnB/vzkCCaeWv56fQfWh/ddjYT+uJNi14gmKfRiiPTn4+N3d8CMydGccTQSMBhazzmiEq6Vllk/NfT84aJZCr+DYcHJWtiuooFA18LMorrw3cju/imISKDuUJRuEGmNRowiwLZtFKYeLqDxlNq10sPEgeYU/IFQGXRLJQCDQZidPSj+uAdHJGJjG1S7aLd3aHWLMN0U+AqgGhkTswZ+tFBvlP5i08X1uj0Oga1iKAZIqy3yuCyMCWJJt6tAUSAFO/Lx3QAXol3F5AYUXSIsOdmXVhvKUvo8Fux8mYj2kO/iPdgq3MNzJ+fGKI97v/d5ero6jEJ4mMvj3zz/c8qZymS85sx4nM2eM5DyJACYPvvwd/790J3D+X5SY7+n/HtXwOeY8Zdv+Ga10UvOO302X1F5/80Dvv9PvxKD8V+/zmVeWt4EwHA7ourcqeQf77TlZ058DEDgjHkYFqSbofsM23G6IMluO3AAFYkrEnjk94G14G4h3e3GfdX4/XVKB3IvvHSqR1x6lOh4JEKdeqtdpmYxa5FOnaK4RGpvqjhC6IijGql1LQXuseA66Xkp6Uo67bR4MtayMrx1ZEVlxMu277adYKe2DLS1dPXBZhWqCoZukO6W507vkWVZsKyKrTJc+CIMX76UAi0afaWLqnuhW6iE7YcZPEKaLw8PtINQwfXTR4gQUGTmTF0K40aUTFyWjMbuWZPqCRPeV7q0Lu6oXtFcItLmIATzhQi9SUpZA/wIc7244xLAzrrqQmiDeQlA6BEHxAiydiPV3UgXwoBbrdGQNdVQ6T0ENwgWPH76xGvIYAeDGE/xDtNYcy5+53MH7Dn/z+Z5Vs2/zyQzO1x32jiM0SgPHiVT/bPPoxCf7S1Orx33hztt9jp7o0dWgyccjp2VJ9kDP/x5EjAkABrbM38CvBy6+XUCiywff/SIH/yvf/VLd+OLlDcBMDpLcbbDSGbjhEk4LROYGMHKzaTMzzMjcm/CDQyEBEULHJmSNEw7Yzjg2GML9D1uMAI7lTHM0i9DDfYFQ25dUk/ry/lnALg8vMP26SMN93J7jFE/7z15aVrsA3x3KhpupmHvENEzAUSadGCn3gcABzDYU8V+zCK8NAD3Bo28MRDBUgpM6CJJ18nCa8cwsFZ7evkUkJ822j7oUsg2LAVFStgaVLqAWkVRpf2CFlL+DqAsfYx9+OEPIcI4GaUsIcQt3FOpCqkRMhzBIKSbtopCFmY7NaNNRWsMCV5rhbUaY3DfASYwIZsRgrEUNKN7qIAMggjtQ4LwoXqnCFx9j1SKSAim6F4xiARtu/cFg2v1rLNxDwoJYEX1kFlFrRWXS+n3J5B+Xz1SaI7NO2Nx/H00gjzs8k/WjxuX1ZzD/NLrzOeM13mJgejZsXwvTzEcp+XsunnoTt177eyj5DPLnfXujE25PfXLrG+vXd5/+4oMxn/zOpd5aXkbAAO4FfDz5xkEDJP+QA/OdNoMFhKszG0+oRLpIAS3C1FOzrnP3SMCmAwgk43ZheFNbImXcoc/yyI/jS7QmBEQ6HqhoaIFg+DemRvR3V2VLroj3vLYFYdgxIIUFblzzuBYA1ceQjGScQWgkTiuytTwAMLGweBOt1C4w2pjzIjhPZS1RL9okKhLAcoS4ILhrdPG4FIuqNLgSK8HB5xxIDJxl0f9ZSnRz4Z6ZXzRDOFdIiZHgqTc2cN9T5AVCgb4zm6ICJZlwWZhWJqsBxwipQ/xDPedniRaUoUSoC2CmAnIOBUtPTuupAePKhaRXgcDQMwYFQ5mbc2kagB2o15EYLXwoKHLblhzuNEmZF0jcO5utHgAAEMZAcgBVOTQwFHAPwUO+hB8RhCeUfhn7R42UthBzI3R59SXm3aeKD6tdy8FDj+2qD+7T5yvHaebrnvNnvTp7PzPafNLFTIYf/lLd+OLlDcDMA4ydRb2MwgAegCjZD18biPPn7+PLEmeM4OX0w7Oi0OGAB77NuwEYqfmOCL1HXgMFPe9B7Kf9FnleXxyZx948wh+konLxh7evcP26RMAxnJQWTowgEiPR9FCP8/HS4HPcNgBJiL5GbAbinZwESoMTY+H6LmFTUZXk0CGCO/cPRclsDEhs2HhW6qFrIMPIZldGHWTWVf3Z+ghfD28USoQBq++ZwQVwSKhxvDd28VqC98S7MyChfdGpmqHDPYlgKiim61WshcOR1lXlFIYayOfJyxUJh4AJUCSMK29FGVkUHBMM1T4Pm6LLsyR4kAz2rzAPTxC0Me/2TCmOouYgpxHSoQhb2Fvwpthne16xeOnR6zv3vN5NwdgWNeVyeSy/cEVeWTaxvmcxae/ea3nhOnMPJwZZZ4du2fseQAzcquqncHOTyI0R2A0Ppd7/XuuredYhhwnZ891vo8X2XXkuXf685Lf3lp5VQbjv32dy7y0vA2AEYt3F/5ng29iHVJ1Mk7WA/U5f55ZCQQcGBbJm+t38OI7mIh2tHsh7O3uRp7ciY+UvSe9PapBXrptyHovnEvPV5sgyM+EqXSCBEgkv6JwYgBKB9K7ANwNX8qKZi1iIKxYFtoNmOXiXegpEoGWLAwbM2lac4OZ9DwaALqOf8kMogkKEUyJOTYw6RnzsC1YVsdWmc1U0HB5eODdBIuVu/e4Q6o+SkFtNO50OFYEuIn8Js0bigCfKClB9Qb7oWGAOrrHWmNAL49rqSgaaPS4RIjyFrYfNJyksPfwXmnpRlqA4iXqhLeN0SV4KQsYYl12dqKUYC7Q3YGt5XhfoMpzMpgWQCBlnnlS0IEj4JG51TrISKPbnCuL7AnSVATXeoU7waa1hnVdw6A0GBpr2LaNrsPh3pxg8WwIz9PmwBLEOzoTdLOgv+cxInJMt3649sRKjJuYcdMxA5R7AvPU6yTWo1GVcwBYTwjk567lvttFPVW6Svjk2Hit8Rn9vaIa+a68FYDx1IC7cyw9AMaJe8qCjO3c0Gu61x2vMzEompECk87EcfIAA6gYhdgw7fZ6wwQ/gQJnobiHgz8ZqXBo62c/yUVocJjunJLhqJWMRFHNp9HvWcsF7hUM91BQSoQXF8BaJMvC8O6CBQGCmYBDoSHowtgyj0gBDRlDOIlCXCNMtaLaFW7cta8LYzxsWw2hS1VLWVZ4M7jQjbLVSvAigFVAC/ObpCpBlXYNrTUUcchKQ1LpY86H3b/t420p9LYwwNWwlIXeJgCgoPFnuNBadQAtbEyYMZUgQ4MBSnUI09kXUVREDA9Ffw+CNFIGwZoWJqqTVGVwzi1LYcwKp5FncYFBocWxyyPpLAqAHhiNzM4QFM0BKeFmbM5U9a1BdYmw7+ObRXiSoEdenUsH/cOaMLMDI3C4R7uPn8l27bk18jzelx3aOxPaZ7YVTwn6p77Pah2RPd7FU8BjrD8DrZtnGMeeAxcY28b9fcpLQdRT533NhSqS79xUv1g5qCnO1BWnAODOziPrnQGGfsG4zjwJT0BIbzfq3Og4T87bg2zJ6ffxt88unznfhiSUr1qSHi9lpQdIq7HjdCTFcFxo9kVbtWTqEMZM8HRfZNpxEYTthHb30WQFMtR33nAaUJrGbt015ToZCI8gT2K4XB4AKCNlqjB8ue/2CJqCeKV3BURA7EFhK3BYizDknvlOaNBIdxSPTKCIWBoLlpIRM6n6sWZkJ4A9DkQA6cEslkakrcGt0ii01ghcRZBQSsHWth4Iy4yGr5lunknSeE9F0/3zKDwRgsjDJmNnAtCfr0YALjGDqkAXgohMJd8FMATujdFcB9CppYRwyISeAAAgAElEQVTaA7heGfV1WVcCpzASbdbgzmRontE8/XwGCY5M5shwnK0aL1VL3AMOs4HmmQA/2IO9oN2njh/ABn/ZmZphnXpJ2z/N8tLl5XP69PMALoBUkfyjr3Ox/+51LvPS8iYAxr2F4nBsAhn99zO1yFj3DLAAHVjc2F/cAzn3rnOn9NDXd0DFzFScgZEfG4QMZfbqeK3CXRV3qsuywLYrhXAwT+LShXQCD6o3LB5/RPh0BJ0fDFGk9pSl0F00kpslWwBkNEraCZSM+CmFiddcQk2QthsCj+BWW6Qsdzha3dUhqR6p20YbiUb1xWEMusNLJi1LNUi0ZXQD3ZOjOKTs7E0GonIPw1Rl1Z7IK2J8QANAWaQ/V4FtzGqq69pzmkjR3MoPw9aDqfC+IxcIEM9CQm21D22HKPo9AAmkkklYAOG9ZZYQMjmNDI8nc6JD1FB0lQIkfk+WsCy4XjeCUeH4twBtHqwO4hplCht7s0kYS9L3pGWAEyDxFLiYd9Gz/cVT5abdkfX8zH7cPe4nx+WYe+VmQ/RMeY6Rea0ys9Nfa/nOyPONlHH3cRjWZ8J9Pi//zhP6Dgrug3ecgHcYjLugY7xO74scPs8gYQYSvYlnvn926bf00wEqT17n5LEIKBwge+rzXPgA7DvZ7Jo4d7ixO5awKxAlw0CvgwgzHvdTlj1lej/LHR4hshn4Kmw/BHCjvQAFuQDCnbbVETBS0If/BpwnASIwOBiOQvYw1/EIHA7brpBwQRUJZsQtIoOSLUlQAQcWDQtTJRiprRKSCgFYWS9s2QioCEYaJFgbFUXNOBUemWJl8DbpnUveA/Bw9U1DY4mEbhLvpjUyEYgsr80Ml8sCpMpjmosjqOsJzkjWBANBlYoZA6C1TOwmgnJZ0cxRnEG66vaJ7ERzQIFaN1wuFywLl6keJ2UAdznnReTALu7vBd3eJd8LxnOeURfs1xpYsRzDB/BBtd+ZncFsy5HnzsdHW5JOEo3L2TyP74GHkd05MKv3BfWZR83Nc7lhaqO9aTco2FPT4Xjo8L7Oyl11yvTsviZ241UZjD/7Opd5aXkbAGNmHLJMLMQ03/bTezMn9Z6gJ/t1nwIOo8plBiISiwqOdQ6T5Bkm46ddDqBG4lpPrSyf0W6WNFh9CnMRLJJ10Ng50yCQf92BhnDBhMGNkCQFn8XuXcEolnu8x7g7CyAhe+Izh/VQ3rnz1m5IaAQwoVamsAqX2FiQa2uACdZ1AaDhihkGkqVADwE/Qu8dAbhEFE3AqJ2h8qAxKBkbxu3YQ6YrIqOoAtIcTfKhGdyUCdQeNxQtKEXDjjMYDVWgbgQDEOiydA8RwJlrxRu0rNg8XVt5jEt/eJWYd/fP9MlV1a7a8MJx3Jr1sa8R1jzVSykFW6vIKyTBwEBqGtekcWgpBa0x3ohEJltfljDIDUgQLiZL3Fd3nx2e/TgfVRiUawQXBgqoHjr8cPodAXpvHM+sQKeijsL9bOd/Zija2z75jcDiaLy+e2lIMHjDczjttNw8o7yXe+XZZ3GyDvb2TkiVDsBt95jKMmZKvueRs1/29vg9j563Wj7+6NN3DMYXL4m6B8q8M6HzRBxos8Nvee7MOATFfe+6PP2W8p7rjNc+/D5cZwQPZ7YYh9gX/fx+wk8MBEZwsQOfnxzU3MTpQNz2nT4nze3uWNZLCBqyDRb6+n3nhti5h5eJUQAnnb5najW02JdqpkjvQZ1It3saXDIPO9yFEUaDYtfu3oxDmnTR0pNobbWi6AJ4xVIWpMfL7mKMzhp4LKCk8SUYlxZROKV7XIxMUglvDTemVE+PjXwe5vROWQM8pbFdScET3jfwCB7W9tfQMm+I87xMFocOCr2nuEf0yRqwLMxWa26MMLowyBmgWMrCSKSWWV1XbNsWfQ4QuezAJCOlAuiu5BzrZE9KePW4e7iheiROa31ObNcrlnUN1mU3ZlzClmUccmmD03Ph5MA8mfOjYJsF/41wwy479VD/tg0JBqOf+ww7cjDInC86foz76vd32tpwf8Ce/O0FAOql5cAU5W8d+MSlBH1RGNc2z/cyt3kHTJy9izOQ+DWACwB4/+07fP8P/GOvc7H//nUu89LydgDGzeQemIU7E+UACA4Hpok7A4azts7owLmtEahEm93DZOjUrJY4E+6jsHrOs+Rzy0EN81MALb30lQX7fd6kUR2qhwBy0f7ZPIWJ9V2mu0I0BRL6jrulG2uE9DbPXKQg6BBFCaEoI5PRWSUaM6g7vBGaWMR6gDh3tyKhWkivBOk5L3LvrU7jzHRPba31yJKtWWdFBLQRcKE7aYs8Kg4PTxc+h9oaFgEKqDawBFkWfUMFqkCWQiNQ0fACAa7b1hkXUYW6RtIxh0jBsjIsufsCq59Q1FHD1dOhEV+Cz7aUBF0gIAlPEQiPqxdoEZjXYDYoOGqtAQalC8Hcsbqn6otg2qSh1T0PigdLIRLGvGHXAS2AKMQc1ayr1cYdq/b5sgvfg1ogwEUPMZ7DdayHXZCdCbHxNxuuf2bMuZ+3T7Ezdch+3yesxch4DCyO7yd28unZlSEYm7Pff1Kwkf0d3U07EwQMm6R9zVHgEO14buvedZ57L18TuACAjz/8hB/8ub/0pbvxRcrbABhnjASwMxlh8HeYKDPDMB47Axzj70/Vv8d2nO02xv5OE+k8a8IRbPzU7S6mfpGml58KyIh9yeG5Pd1bAe0q0POLAM48HKLc9QoFtAgjPaZ6Y2R0NL1ChEmzrEtz7hg9dndA1uWzz81Ua7YLY6GKpYe67uftydA81B2qsSttDSZ73Io0TEzmRVXDrVJ7Qj4NJoUhvwdBCkDgNEytLXJyUOiUZWH91mjUGnaaPr07xsFAZISN5xoAol3pDQNHhAmPcQCBpKFosBc74SdQXeKzMTCY0yCUt+w9QijjYumNkE07GUgwRMGedPuMtKPp0UfZmkU6eAg9X1xod6HxLBw4qGy6W+owD0/19O4HG4CXGFPe+y3LUa0i01KQv93WP2t3PjaCjReXM9Bw7/yfJpPxjGBPsDGyPz9p+0+pTb6G8v7bh9djMP6H17nMS8ubABh9MJ6MyowceHvSYGvxHCgY6w7HDpN/pP9y8ubfGZAMfbhhOHrzO0X42sVDIPeJ+FPoQ38u499nzhCgu2qyL3ZIJmXNu9GexDYwVSctQ04jmVftryL19dwlh+toCKm8XQf2JHo9fXi6k3IF3MEJA3UBkY58EKJatKtU4MCiBdYZJwrhsq69P+kSKspw3e4EJ9nHDIW9LKXXdwA+qTaypEqHjikCNLqwwrynYM8t9HJZYGa41keCLBFAFEXpUUN1DRkeLQvgjExqxmifZISG3Xq4gy5a+njqXh99p07WSdMNN94tVWH1AHTLEFgrE6v1GCBCu5nH6xXvlwtoobPPpwPAGMbFQVWBfd6NKo05ENZTaotjnYSq/LQzjbfnehgl3/w+7LZnlclLbEAO/cPAykRHPreNs7Z+mmUEdTdMxDPH75WvjbGYy8cfPeIHf+47G4wvVhIkjJrV2TByBAldgIyN3KEBc9FJu4xRhzjSkOP3w+Q9abe3cbLzuDFE+plM4xeW8dLPzc+fAstxbM+7UAUogKzRWEAh4RUSXYtH3I0zgxmIBvruOu00EHyxKgM+iZPNSAaD+T5C0IwGZZHTAxmJcrDxyAFlcJSdr0H/R2hFggQRDjCIlUcmUkdGCtVQjwSMQo0cHIsuuFwu/LUxQFfR0gUnk61ZV/UkCMl3YxEDhBaj+/VSOc9EZ2l8OghG891WxGjfAUeEEN/r5v0vRftY2MFY2kEwMmprjfE9kHYZitYc4ja8T/TU63DHVree5C53/KkyARTeyOCEkiiMVf0mqFbau8wGlcmczBT+WZbT5wrbHdahTqTtovmlwn1cEw7nDAvac/YVMq5DUzsvAU83fXpRrZeX+bmeMhF36j5rC/MVgwvglRmM//F1LvPS8iYABjAI7QQCs7RLkPDUYJtVHTiChg5KBnVG0toHwIBpoo7tnkzucTc190f8pwwynmzqCZRw6Fsu8hkjIFw/RzbmJyx0J82dOMN38/kEMxFrNpxGhkkpuOROnsdoeLmDQk2VjypabVDBwQZD4j481CF9TVbtVL7jmCBNldlUczykaypbC4bBDI5gNgTBTlh3fc3rs8+8VqpVGLSr0KYjVBcqye/sO1uRsFWI+CAO2jl4uLsiLfI1PVAE6iXYHoWWBSIOiwBbAEN9C8JgtjF6agtQxBcBIOxZulW1pGqCDEaCBI/PEMWyhECwRlBoDW7SgSAxWcQ6sT32hmfCO/D+WoYpZ2/x6cMHfO97vzCNpSHIWYyZfIdpt5LHMzjZmSHn2N4MOGb7imRnWMf6/Ry8xqa2zr7nb2ff+wqVC5Mc64x966Aqqw3MTDeuvXf9fq3z8hTo6u/thcDl7Ppnde59P+vHjXEpjhvNtw4/yGD8X1+6G1+kvBmAcRg8s8phUlXMzMINozACkWEhmVUfPv3tfRnbHeofFwYc283+yx4fAU9M3M8uPwMiZAdWEV9ieMY/aXFPLTi3Z6oS0SwJuIoLrKCrMQAG1Np3oB7Cfn9tmco8Q31rCSGc7IEIIBFzIowtx+XHmnVBKqppjoDauN1uELqZljA8FfR6aWPhwRC0CMqV6pyi9LYgDGHDFsJDIgcIdB9btbYOQjK6J3fI3PUTNIQNSxGIKXQBWq2dzQMK8P+39+0wtyzZWd+q6v2fezx3PAET2ZDZBuGZCAQYnCEkMksE2CJ1YmGEhERChoggRDLJyBCAhCxE5MwSJPgxI2zEY2YMWBYgGDIDAt+Zc/69u2oRrEetqq7ee597z/3PHuh1dc+/d+/uqurq6qqvvvXKBYlPqFjFzqGoASaxpqgXj5ZSi3hpJPPAESCQLK4EyzPKWdQCpVScFnHVtWfibAQ1W5ScTyiQLLeEC1AXwBKsFbbYVnJzzArGNCYpi1EpkQE+ArhK4K8QmtvYC2IxkLX3ioiCegoO/iT3ShLj1SsAYO/djAv3uLu2v+PvM8DS3oV5/WZETIAD3HjNWL6HpHcwmpy1mdXl9zO0d49tuNc2ZSaze56xFNeAX5T4jOw+KdRjn6cbuweTF2Uw/sXLVHOvPAbA2KH+onRMQf9DX8ZOuQ5Q9PgIHrp6IijpitsZyNxzFP7efJZx/97fmdgomdZ6oFTjl3b+p8QaLSCW/L+cnvDmfJbF1xY1DWCV1Q20JcbSHTrEVdL19NXCb0d2qbVd4mtU8RRRN1a/B272FHKImuspi5HlRb1DKCUUZQC4MEASgcJ18EnYAqPpc14aKKrsLEhdG9AUrwhV67Cme0cbljZpmq1BzqIyABEoy33YQmIBrMwotF6KBBAz11nb8RogSNJnFi9CApJpmnSWXb+7s6pXS1JPGuvqWsy1WFiYnLODaWaNMkoJSMKalHXVftZ3Te0/PIcMxAD36elVWyCJ8PZ7b8ClYnkSLxKuVbKvQhbKnBIoLR2LYcDC2tvsfHrbq3ERvJaAa7ZY7p0zmyfuWZg3c8Zw+lg+KXk3a8c1lmYESCO42LuP3XbvgINrTMSMJbomY5tn7Xt0YGHy5rvP+NY3Di+SDyfDIj8Tjn/HFwzD5BGBRfwer5mdy9F/e2hT/B6YkA5BU6NQzdDyU6lHXuS9ubOSSC29S+nyUNB2yknABZFQ5qkZ4hklHxcLic4pQCSlsGim7I2SRZmaEWcRut4DaNmsTfAdYNLomc2rQ9w816peHczgtcJU/pIKXaKRZm1jLQXL6clzhpjdCKjlTgEsWqisCnYdLbYwV2eMxqHIvuDC+43JzpM4Fga6xKZCsqYyDQnGLG+H3kO1iKTU2pazMDVLym6jkXMz5mRIn+VT9lgj0a7FhoYF2rJhIiCxCKgpFSllXC7noF4gMBcUVRlRShKhtKzO6JgBq2X1zJYsLwD6bqEKC2ik1O03Zp4u0O2ULZDYW0w3LOeOzFQdPtdYWf7PnTLMVdfatzmOLVOyJ+O5rfr7JoMZU7LpN2Z/f2dyS33y/SCvv/AKX/lTP/Iylf3ay1RzrzwGwAB60BAWcADbz+M19rLG6yJjEYHADDjEcq8BC5OwIoyTmKkA3nnn/15ARRfHc/Pb9Uos8Xmb9lo8jfZPV0roG9uZdjE9zDATCgzUfsIWspSTxoGoqr7QSbg2OwZmhhEYSfOOsIIHW/AtDZhQ6cntMmKsEYsmaotM1oyg61rBqMgkO2YJa639oMyD7e5LlbDjKSdxE4UZo8ouvuUAgdp/WMwO+ZuXLACmFlhsylKqMwqLshz2NGotokohcU+VghNI416A1HujKmBZre+zhtcWwLFCFuqUCIacZKhWNcQ0lQVarhhCSyrmO9z2usTJvlYx/PSgZ+p+miA2F8wVa4XbYHBlXGrB6ekk41JtKRiSsv389hnL8goJDFpOuJyfxfYjJXhQSG4eIp6IjeJ4bWOdiDojb3tvr+2SZ+oPgr5h1H6fsRUzVqBbyO0Y2jRhhs/j9VH8yB07946htWerXcR1C5qmLMhY/xWwtcdo3APQ7inr+1nefPIW3/r6YYPxYWW2wPtMN2cPNsfCDNjtYFip9bC73NQ1gpnJxAHIAjp6t2zb8y73/Q7n3lWcz8DtGDPE48FDR+kv/eeerAgqgaCUGAGVLaBudyIEhAZtgi6eokbIKcuuny2NuelTyXepcXfMagxoTIdEfBTjUWEkhkmM7T4kQ2lFU7lUsBhJQhbRsq5Kbij4Idt16zUMMBOQFMyouqFyRU4LGOxqnZTIWROkZnAXQRoI4CJsg6sWiqo0EoMrsGpqeAJwwYpMSeJPobXfVEDLcgKIUS4rakoSWCpLPA8mRlHPEWE8GJQXB3we/MhUMaxASZmeZQmJ0/S+JLiYLOSmurB3xiOu6vFlWSS8uLlustxBrdC+Zjx1gbcamEEFns9nvCor8nICl4K8iAqK0AK1Te0FdHw6E6GfzQahnTiE4tZj/dBmhdx2ifxedGzcsh+4Bjpie92+wsi2OxiR2G/jbwag7d10MGX3OPSFsIKTtPczwBHqjr/NjEA3QE3rt2dE/cnADhi5x1bj0QHJ648/ejkG49dfppp75XEARpBuEY/bJvuOsB8Pgzae887r9q1dgU3K42kRDMGAzR21v1MD98jKewo1yndMP0Td99aHYRd4R1ON3fCpmBvPYQspQCD1PhAKWpgIXa6c7hdmoPpnDs+RNMlYrUVShOtiaIZvcp8JQAFzgXkyJF1AZUeuKoTgpmrl2M7UgASVikth3zE7lU+EddWsq5rLQww1xZskcfJIpW4bwObNobYMhodr87hY8iKAKoBqInlq5sUQqCOUcvEFsFTpSzL3UkpIlQV4qFpEFlQDN/1QyDk5YLDonIlSd44F0LKFwwJgyTMQY01baAqLkac5smat0xLFiWtxW/hZ4IcC0or1csbplHFZL8hEyMupjZHQt6T9NL4d3ee4YO9sIsaFGdSrgXxhHcr2d2DGNuwsuNYmZzHi3/A5tutW2Vsws2Up4rbDFvtrtiLXFu0ZCNhd6CfMTfuOzpvsFlC4BnoOeUx5DIDhE419DpE7w+9Am2OjDQXHl3EHKEzZi+1J4ePw4s0YlvG6WyDFy7rvtHeTnfv2XzN6xsKmGp3UwplNETIBbzs1RJbDvledtBN055kk+yfpzFJhicSaNbzp/MHUUnTDgmrp2DD1A/UgidVDQdYdBR+KP2qRPCYEaGhv9bRgUsNMBiGhris0IzooFZQi8ShaNE65jojU26Tisl5ArLE+lIXxVqnrrG7OQYmw1gKsRXOOEFLJWHH24ZMXSazGBGRKPgkbQ8AK2gQoJLw6JVQw1vMFsoAnMOQzNNlcKUUXctFUQVVQMs4hi2oW+5bCqxvJEpF469QWddWCagH9AmnZY4mSRxRlWITPjLoqgGJGVTKt6ndiQSAEAq+leUzAGIPJuw/4vBHBgR8zMBTmFoQyjDWpw7zgfW0LPTd+L4FQEO0ftNpwvZcf2zjU3V9sgebIzwd6I9RZOWN5/pvm8nEAZ2Vb8LqByRjr6fpoYDv2FvTNeUBjk0zVFsrg1lVXZWa3cU318ogiKpLDyPODye5iHl5EDi9g3IH4C90K2/4egUf8rjsgKzMupjwrI7YpSpw8ZFa9j3C4W+4pbLNH6eBDDyhGkNHFKQxlRi5mLLOd0/6l7ljXIttxMrfHxvqrNi+R5A4xjwXL2gmQZ0dtk7ZNVgKOmNnzkhgAAYt7JpFkHLXdPFCxFgMLwq4IVqG2k+eKnE7u6rqaV4SCHjNgBICT7rDN5sMysFKSnbn1eCZhaKQFxpZAVTl6X6ZqWTT9ufaZZaGVnCT6/PT4WossHqSqC01JL30jBYvRrMVzEEPYOOGbLYkF3WocIqEWWUEtd8lsp52JUBOjVl201I0VZAHW7H1jyZ+iidgSCKupxgqjporLegbAzvYQGKCEy+UZYLgHi7EXbYj2c0EHPgaJ1H0HDibAiUNZBnjGMjoZju0xDp5TBrBktpvz+mKvzz3W/m7LwO0v0N7+CMDuWajvUVVYWfFWIltDV+oyADgClbF99vn7BVwAL6wi+Y2XqeZeeQiAMZsknNWIYECP+9+RTYiDbgJSuu/jb3GyGq+d7DiuMRqkN8XjOzCb6T6TXEMy3XLslQuUqJOz98rl7u94Cz0oq90Ew6wxKyC7mOV0wvmNZukkC8NMrSBIV5o3h2IBsC7ASb0IHJEMrrAVssOW8OHsESsBqD2HhientpjadGwUvE9gwauFCK6nlscvrrUE2YFbDIcMEh29ebHof7IbrigoyCdJQZ6Xk+Y9gWRyJRIdggIJ6RnzhlEDVbCqatSFlwhcV+tssHmQ6HgmXbmaqgqam0ZdS0Eti6xGHs1IoJzcfoY1oJfp6lso8OT9xLViVUBBJF4jeVmwXi4OXriqMWs1+5mqfSL36gG3EuH5+S0++f3/g49/8Eso64paK9b1GXl5Qk60GYPdWIxgf7bZ8B/nwMBGF1k/hp339vQ2ZmyBnG5Adq7rzrxx2ZRNsDYO7Uc8PsxXNmbHa2czyWxh35O2edhuU7r7sPPH68f2TMBF3GQyswP8R5c3n7zFN7/+Ox+6GR9EHgJgyDoiE79PEhNqbHadH42DbRx4I2MxAwcjEJnJjMW4Y0L5/MR6IP6l4XdMzhlldnwfvGyoZ6tts4NMiLyQxIBQ5GXsgy5kjaFIQAj7bblKLAy2xGxQXTx6L5Fam4uwLGYCPFKy+BeqDkD1hZCy2YX0NgbxfgTsmM2B/FYrawRRsVUgAGsMjqUxJiQhW1XbBkI5X1Q1kcCJNBy2Rhe1pGkAUNh0Sw4HicRzhqv1O+tiXbyvuFS3MSlgaHpaBX9xobR7rmBlHcyYVuwcGKT5QbhI+7sAVNZJauias4AUUaOws08SZKzo7hW+c7eMtKWsHu121eeaU4srQknZIyLk1I/HkSW4Gel3WGwjkNgwEXZssoFolQfGIG6IJuca6zGbLa4ZdbbmDIGydu6pu9dtIXNghb03fV/2VBWbcoa27fbnjbq8rEkd9/Tfh5QXdVP9+stUc688BMCIqHd3qIy7kLgY7DEZE/pwc862MeGU6xbde7JhLoDPgb3YwgsAYRGhoPgIuzpf8u+fUiIVzPHYpC3bFrbPyVQRMD2sEfHKIpQihoqoqMWyo6rRobIXVcNll1q0PFUl6ERXakXWRV+MICmwH+yhxis3cDHeKzBOoMIsrGVFzguEpk9gJsmDQsIuyCJbXF/P2m5CQiVGYkJNwLKIwWuirOHOTc2QPI+KQC0SWwmuIBLvi7quajOiiw4SMomHzXopYeERsNNCSMOjahIlNx4lysJcpGZUK5lN1dOHgZSFdUkaw0NsQSyEdIVFKrWYHVmPQwFl0hW2FtY4JYxU1B0WlmCOwZywKMPy5rvfxcdf/EGs5YJXpx9QF+BmLzGC2wiv/fiE7ex2/vFdH8oxwDADDnHsR9Zkz1jS1FsGmkZQfu8cY2zurP1dnXu/j/NlBFqBhbmHrZiptKdqlEkbIrCbppdH/x4ae2bfffP5KcDKh5A3330+3FQ/tCQLVQ1sBs7mBRyAhovR89eoy+Hl2gCNAGQ27MiVXcFV+ZzeAXtVfcfOzfhRjl70jD5RVLvnfZbCjncTqP0y2UnMd2YFqg+R30mWAKfnA3CpYM3wWVCRkBJ7yXKOqHZI07e33Vx1NYQnCKtsVUnZtXrmVksdbouHudBaNNBxMnP2g0hiUeiCYXYFYkuRUJnAFieD1MtFWRZGAkrFCsbp9CTAQ9t2evVKwoLrrr4CYkuS1Jiz2lisEleCCbQY01fBiQBegFKRqSrYIaCQBgxLaj8i914MmFPLR2N9DGoBt9Q2E+dasGQgnzR8eQWW0wKydlWASGOY1OY5VEvp3HWNuCICGBlMBQmlMTvV0roDyAW1FJzPqwArqBdOEvAiBqs9YxYXpNkxN6IMf/0tCODZx7sufj5/ICys4fwOcE/mAWYWF+LUFkWrYzRaHGXz+ziHjfPSjJEdP0/mK4p/b4ALAJ58LjI8sb8R+iWWb8djX8dzR0YKaMwN0Buj5py37scPKsJg/OjLVPaNl6nmXnkYgBG3HgRs8oO4XHuBuN8d+OQwTCytTupfzln5t9iQD4qgdUekb2t812zyo276iC8kh797lMu+vrsrYedFFxVJe7TmidGyd/bAxXhkj/Cp7WL1LoFS95bS3XYyDIlDUbkCxXagzb4iZhK1IGhu/6EqjM710dtv5Vs5ACWL1SEgJEECgZFmTE2UxGjR+sXgEwGLu+m2hexyubSQ3mhZZCUiaLN/AFpUUbHd0PgV2icW6IsA8dZAC0xmfQjdQZOCO2hCM7tlIrWFoIyUpX9OGhPDo6AOAyJlyf1iAEUbKgCG2FVXMM6MGeu6OotG3JLVkXYM14o33/sevpzFg+ayXpDzgnIW1iomX/rIzMsAACAASURBVHOwMGwI4mjsPg/jdPYW+HOfgIFu8zEAhlZoW/ybTZIuwmGOsoitEcSEhrZntjfHdJuFSRl71+wcH1nJPbm1qI8gYgYgvF/HtsWy/f3rgYb39TDfP6q8+eQZ3/qNwwbjg4qP+/jy6ve7F/ER2d9d6fD5FoAYdw/XGI7P/Q2gye0q+h+YCzkvvvLba27xEtMJY9rf4Uyn4lucBbGnaJOwnFZ1Eta/siKF3BKNkSDRgXg7e5paXCutHl+kh/v3/CvcjDhNuuBBukjUsBBXQINxoSVsY8JaJVhWqSyROc1GQaN0kib4YuguzBb90AdECmbkzhqg0r4UeEQACTtBxJoptvhiLp4k1RexlMyuAm4zYUHC2r0r+EkWt0K9czS6p43vWookdlMGCZ5fpAFGidRqydEk8RiXgspyc3I3CRKzRJ5ZVU8YU8nUWr2MnIQtsXYzNNx5WBjvMoREuw8bDca6cCjLrrHPEbzEz+2ugwxtYKDFXkFgSezc2WYmgKfYnr358J1ULRjYivju3DF3GlC0v35P+rff0rS/Y+tmIHCPyYl/47O+5d3yCPL641f4yk+8EIPxL1+mmnvlMQDG3stzD+MA9GBg3HXEeu4FKrdAw9iOFwMWcZ81LvM8/O2lvYT2Utq1M2AxuR7bSSK2ZtsSbpMrSSBko8NBGovBd76Sd0R+Z5gRKFBByB6syyppk5jo7ZPufJ0ytede4SG1vc2edbWxIPb8YnClUoozaWQsAdRosWhshyzhuKHqklJbBtlEzVVT8nGsoCSGn5e1YFky1vUchlqLWGpYiFEBJhRWt1cS9UupFkwM3STLMGNXc1PV/mZWoCXeHJJeXZKdNY+d5EAj50WeItu40f4Xa0y55dqymlpWVMDUJOYpJCCgrKtEKl0vAhYsiFplYVHAWEttKeIhZT599AqXi6j5zpcVDEY9P+Pp6ZXfc6kVXITZ6OJdTFgMX5jC2LVjclKwrQgLdlQm3S2hnnHRnh3rQJIXMRiZjvNkBCDh+y3xmvc2T5P2bX4P9zKCmzgvjH+tbH8OASCMAGcEh49uzLknbz55ezAYH1TioL6GRg0t24COO5g4wCfHOg+HEbTMjl0bzLFuYF+dg34Jfx9i99YCW8nrfLseOy/u5ONvUfrSru0S4uIWJzpmDemsxyWAd+trU2skBwa6OQdAbnJv9iUNJBgAUAcRpFTF+0CTmLXcIDpWLK6DMhmuzy2SATShgZAW6yLs6lnqTDm5PYSstaw2F2M6c7MvadlPvee5glLGKS2adl0NIjVhmSUqM7ZFcq0IACNd1LlqunMS9UIxtQnEyBS1iKssJU3VLjS7BNESYMQs0TUZ5oGSsGhqdoLYqFTzfGHLdyIAoKJ6nhQzvBXGQ1kl4pZXRo1FhSGQ81NKKOsq9Wh7alGvEwaI9flVAXnr+Yy0yHW1rFhOJ3/3q9qupJQ6l0V/18O77eHRwwiXPhyMLoHNQl/DuCbFv7ekmxfi3DCyBHEjNMxbHbgY6o9zoDMJxkSE+/NrbzZ4smmabeIm99mBKbQ+HjcgDupCmHkDdSOYmDEyY998P7AXgMbBeCkG4zdfppp75TEAxt5Ang0eG1jBWK9DvmGBi9JRkvcACKB78fdPZd8Nz869vnS/u9gurdli74OLeFyaxcoA+P5/p0X992ix3wCOVTLs+uI14blkCwzOwgQkgi5AgLl0gqtuFy3GgjRF1unmKqrqfQBAqQHIJNJIoXBPklIkvoIsptXnTfMgYa2OiJBsgrZnqOnhM2n8BwUWZr8AZhSWHB1mZGuxHszWxAxujYGotaJSDUGr5AmsuuhaP8ru3HawEoF1yYsmNlsVZKndB6SP1sszai2qCpFRkvMClFVzrABcAMoSTTRDUp9TIunyRp0IuCkFnJR9QcJaChZNGpdz1mdd3QW4oiIxIaWMRMAqFBLEl0dYDQuwBUjuFYLYWJyWk/ahABjmgvPzM05PT9I3yew9FCBarhRqYb3d4DCAiY4tGHf54a+p4WxHbswAxesAVGKE0d+Xa1+1isRNvdEZmsa6J/MXTco18sgC+cX30ccMhs1AvIeZxEU6gpMB1HhzrpQ1W+yn4ELrpeG8OIeM5TUbpGbkGfMWPTrIEAbjP37oZnwQeQyAEVH8cHwUH4yM7cDyxV4vne0g7qhDKnoHF9VhF3QNQXwWcGGvrPRBey2jqVT3YsYru66K7b3RImZfTPsSWos6fShsIgRMt90Bj5zRXCfVEJPZLoB5hACQnb0S1GaYaCoEq3u0YjeVhAAT8z5hDTBl51iIaijggqoMmi6eWUDSQklVHy3yJhiaAVazhqoBqVjXS+jzfiEzJiapLYTYHQjQkgaYsWZUk7jdCDMqFY3kKSxJKZJllSHeK8WSrpF40bAyF2wRS9EWolJWpLyAiSTrarfAKBOBpj7x2BzcnvrlcsFyOoEoKYiT2B5yWkWFxjbhqiHj2YNmWejyj15/hPVSJLMtbAFpgbtev36Nt89nSewGyddyvlxwOp3a4mc7YFuIA9CPi5kDjdk4HjY43dgeytiAi/F6KPjVMXjt/TIVnQe+Cse9vzv2o/9IAwMTWV1vl7FIe22weuL3KDu/RcAwsg8Yzhuv7a6Lx8Z5dGyrbQ6Hdj26vP74I3zlT//Yy1T2Wy9Tzb3yGAAD4eUArjIMdt5m8Q+om3k4Biv2NiMRy2txGnZkRit+ztLvSeJybs14VzTf7rCxPA00zFRNHTMyqTP+bmoRz4KZk9gsEAEaVMs9O3yRSN6dZogoOvvi+UkYorHIpAGl9CDpouzBqYbgTKxsQNaEa6R8N1fNj4EQtVP7JKmRI9fqyy8RYTmdxBhR7ydrSnVnSvR6Y48qimopLGiVgkMFNYksK2l1sGWqB80Thlolx0jWfCDr5SLjlEgzmPpTkZZa8C1KABdha6o8FYtWKmHEFWmJn2xjmhKhcAVxSxmfiJBPT646SCFfijNkDE1Nr+NIY5VkzaL6dHqFy3rxBbxcVldZlSLP+XK+SFwQKsj5hFXdIw20UjDM9RE6vo+B0dh4LYSx2lRqIW9GHDcAguaur6cfYH7Mwsw7K2FtMmCk7TOQTAA4vm8DaPf2GmCwNsf77gAJtyy1ezKwF17eFXEAF4DLDHxsrhk+O0jxjWHPhgLtucR7AuCM07sYt34oefPJW3zr1w8G48PL7CWZSHzJusE1LvL24vqucCg3vvAj+sfObmVs614D/bwr99AXOD26LXA2Rfa7gtk+gDm8tF1dFnoLOjG2nW5fpvzDjOC90d9LT5IoENSFx87JecGlvgWRpu5GBCikl7GrG1JqDASHqJbMSpGiTdIkK7+khVdDR7OvaOyGXOPum/qbBICSRbqaISRbeOwaIo1Kb9XKYFI3T4h9hQClFFgVBrG1y6CWtodt7Fp4dXKjUHNB9dDrBGdWzNU3Efd9x009Y8ac1pbM8GRnxOLdQdm8ZCRfiwEWeQpSpoGBBHZHkQbw4d45wnqkFjkVYvNRLgIILuqWSpDstkQkYcTBAoCqPLdECesq6dlTSjg/P+MLX/wizudnXOqKZVlwuVxwytkX1Q1bFxf8K8DX54VhvBrYm+3IO9uL2U7adti2YM7aRdYTodXWp/o5gvaOHbAd/jssqDNQZTXHIFczULAnXZsm5Q4N2AVhNn93Nlx7dVIbr31Rjw0uAI2D8RMvxGD8q5ep5l55CIBxE4WOFObIYoxMgp7nyHyv7B1A48zFHkMxm1z26tjBDNtDIysx2wPMf2ugYt+PXZo820fEz71OluNfFQ9h4Zf2O5m4O7FnRSn5hJJTbsDAzvG6dXFkAwS6kGuJbYEn9ZZQw80hPoMlODNbHa5t0raYC2B9zgwUqJ1ATRqMS1wjl5xcbUEpqf2FNjsYcFoobJm0iwSNIvIQ2AApIEgO4hga5ZPZ3T0ZDRBxZQ3gxZrHQ9ieylVSllQxoswpo2gsD4CQFzEgFeBVNVdKgXkOeVQGX5zbk5N+bAyK9XzK2r/2rNTt1gxIxcYF4hrMJFxNKQADhbWN6wVPT08oVVRLUhwrS6VgkJshriWFOz+ffQEyHbypWFx1o+No440weSdHr5vwg18bWYy7ZJifvKzp77Bt+8AEsmDPwE68E+N6bzvvLMsYRwc7d163me5GoGXtQLz3+NOcudhlMr4vGIxnfPNgMD6cdBPC+LLOPsdBu2EdwmDcAwijBDp1jwW5CSb2JjQQmOK18yaMV42f2j4kHhmR/337kNEwrHLYMYW/0UpdrqG+DGUF4nMbIVBsHzMjLQtyzlhLwTgdGcugDLsaVjYjPlYDTtk1q5qA7Dw0QKNtN9WKGAQzkCSAlaVJN3uPnLIs9FUp/STgoVRzpYMG0oIaS8rik4lCDAw42ErgFrIcOjSq7PRzbpR1c6GVRToR+kysykowme2rRck00NLcaimJp4fbXxiDorvqlMnbKMyS9nVlUKbWRpYYGaRtYjZ3W9lF2pJe1osDNflekRYBGLUWfYby9EtZUcuKc9H+N0hJ4qoLIgdTFueCiPDmzRt86aPX/txKWVvOmWG8+lwQZfhuKgk7f+OxEccqrkhkFOI7MNTpzGko39qR9LnbRkmwXmNQ/J0b5hVGDEQ3l93tSQBNo3GkfxqZk3BfMwPS7vpQsd13CuVxPNfub+wrZhjtuQEPtikI7d5LNf9I8vrjV/jqn/nDL1PZv36Zau6VhwAYLnvgYhQW6/5RhWG7uL1rxnr8JR7Aw4a9iNfdYkPGw+NUtcNo7BQagMXs11gsdXWNE2fXhDjZwbxE2HGCg4TNhC2wpsU98ALbTssWd/3d4iAsy6L5LQiXytra2tgHZQnYd8rtObDaFiSErKAAVtb046153uY28UhMinySxdDBCKD5NMjzgZj1f4VF0mwqklILqIgrZ8rqgsltDJkHqzEOS84ovj4wiDJO4hMrCgUFP6VWEFesiJOpLMwelwKEggou6tZKjMoFq+VgAbCuz6Aq/VGLuM/KRjxkXlVWw9mCrECDCVwTal3djgRothDLski7zVW1iF2IcTFrrVhOCWACZTjzlbOkYL9c3qq3iyaoA+CuQCQjt1ZxBTZDz5TVhYhY6XFLjlY0tHswLB6e+d6uduah4O8Bz22OphJAyrXF3p5NB2QgQK1qdFdSsAuNrRLbGesay53cXLerHz/7OzIDYRMQ1DE9+teBfjUbodAmvbkIVCx+SAQphP45+bWxnwJI2d5m38bvBwbj/2d5CICxGSQ0LPA7zEB3/gwY3HgRZyDFZbjW6PQ9uWkQ2jf+nZmM/UJsmu/PvefFsxLcaI7axBnBgj8P/bVzQY07ldmOkWKkSKk1A6isXgfGnkQ2gDTolO3GxzbrNQIfDBgEViDcf9KolFQUGOkk6YulqSQgxopQ98wCAR2X81niQDCBEusCbmyKAKu8LODSUpZzEs8T6Seb5AsqJMlZJmWNtN9kQVbPGtjEKyDD1AwEAmWzTZHzEi0otaCiYEknrPUMIg0YhqphuBPyApRi2U21X9QGg1BBeUHlogG2KmoFJO2KLgC1KitBYmhJ5OHKK7MYf8pqiVKCyquItwylhCVncUtNzU7ExCKfAm0M5pTx/PYZZS0CDivAqQEDopbd1Z59fLbXdrV7i6yN2XsXLVG5zbcAkb2Ii73b3QDNaLSE9gaGoPuux6Z3NW58Jp99phjLmIALoPUDwm/RENaZmVC21RM3GPaZQzuiEbXvakL5u5PjAMCubaIeSd588hbf/LX/8KGb8UHkIQDGzVc5vnT2MtnfEZjssQ6T8y1L5tV6fedBm2P9qTfK2pxvO0o7El/X6RWbcxprEa+L9zfQmoPYZNAWtK6Bw8ktJDQP58XJBcPnZihpk5MYANYQDlyM54wOMINJcvuJOKFIdlKbKJUHKereqOULMFFXTzPyTAnN1UG/y1Zad/yaDjzsZAFodleIK2WtukvzRoMIHjhKJk4C1AbEXDztPAnMpY6gqdmRVA2wRcq2lCrlyW49gDOWwGRrWTVAmeX4IJS6As5CSQZXBiOTsiQKdhgGsrS+YGhraeVjCHexh9AAZBh2kAqGKCWsl1W9TCRdvATiyjg/v8XT6SQeLkmAZF4kFPhlXT2qpz5gjx+yrheUcsGyLMjLCev50iXZMoB4jaEbFyIZM2as27/PhORgtqkD9xa6Npfcu7RdAy23GIuu3ijdfYXDVmac6/R6V5NM2JyrcwX380pUoRpI6e5V25eGZzG9J77De8Tua9KWR2cwXn/80cupSP7Ny1RzrzwEwNhI3DUbKJgN0BlyH3cA8Vg8/x7UOwMre/W/4yD3V9K25AFAUPx9s3zHWBPda+3nxKnxFrqf/W4TTZetkNLmvFjXCDra741d8TtcErByA1gcDAnJgigpuwHqwn13wXbCjspEjkm5RKFcsILApkawdPA5SZZU1t82bI3VC7UvABrAgE14ep8s6pEKSO6NqoG+dBGozK5iqVWCStkTr6Wg2OQN4PT0pOCpNcnyiNhiSJnE6FLjWtTKgOYgkV2mgS1ufaD3BiKPsEpQOw2Incmiagho9FHrT5dE4lbKyoQkEjVSElsJUjfgZcnO4ghDIqoXs2WJAJ40ZwkI3mYzPL2sZ5xOT5IDJdxTsXDsIQPuuOj0O12zbzDvHXlykd2x/tmFGHe86zeNFD+ldLMCtTEYxb/PgMOwIeje//jejpuTnY1VrJPHz0R9e4c2NRcz6/vQT5v6DBSSj0X2/dm9MO/DyMFgfGjZUIhwClp/aEDhBoUZB/fmGj8p/Ba+j2qOjdpjYEu6CejGC3hV/MUmWxsBBOOv/s4mMCJOopqIS9sb9ZwM9TBl9C53m+bMJy6nO0ObOfZtmBzMyyJOaEBCzickWkCUPfgVgMY6gFXXLkaVrAs+ETYGfg6EotGf9Z2pe/wcBpG6elKSkNO2yPl4kLZUZteN12ruoequmtSPhdRbYmVvn0VA9rTrGsKa0frSvHCsVyzqJ8wbxhZPGKiRAVGKZEuFjX1dm0U1pTp9QNq8VmUthM1IrFlVK4FrkbqkZIlTwgCIwepSa9lKjSEiyP2vZVUwBnBhrGUFV8bydAJz8eAjOREulzM4sEKRrbNstPaszEbHAnJZxMvz+Yx1vSAR4bSIOgj6vJ+eTgCSAz5nNCZxH2a74ph3ZjT27GwPWiEvtlO+xiTcs5TeUh24vcmNsjuQcaXM2FebzQaG/newa2O31dy919wghRwLDaRQRzz+oPKiDMa/fZlq7pXHABi2wMdBzO14BAoAfCGa2TxsJoFII8aFcAQrRG0vGXZVGzASGIsOyHyKyWc0zGzHBdy0EN32FkVQobt8oGcaAJgTKOsLzCGcdtUKYs/tTmjDxBt1ztaXtlCR1hf7z64DbAFolbedkdwSJUFGtValwlsKc6OsbUGIOnctHNA8FzE1u7MfGgbbgEFVYJGy5bAg3f1rvoz2iNXWoHmjuA1CSqAKpEXQWlkZQMWqWUSzPpdG5ccOl+crQa6GyKOp2Yr48wILICwVWZAWGPLZU50jAVSxriuYG0iwfB2oAHORciqrZ4oNBFGtwG0jpC+WhQA1EBUmRqN+VvGGWS+S/bSWikwLOAvjUYmR80nvI6NcVmljkjgmZS3N5ZSEuTDjQdKxUSsDZcXz997g1Q98hFJWPL167UyI4NcVAHVgwcZaHHv9kN6OIxmGyZ+LjDV9VDY+73y/Z5ufa4Bhdu095zrondib3FJ5zOwtbl4XmQ8DKLPzDZSNQI2aWiXaZMWQ310b9B+ZY4d+tWnwwYGFycFgfGi5h04cqLOZkeftaiK3FhevVv5uKRFk2CFcN/y82Z6d2pyhINOZUvilvV02GTaqd15YAwNNiLnlbJhMOLZr2Uw0zLrA6VebV2LbU5LFKkwu2T0EJOTzs+ackNMbmFiURncXTUja81LaomQgwdQFErzJomACqUIXLYnBUONzp97o1BKMAQpyQLCHSiCkJfvOS2JiNLBgu+WyFpgeOecsfUJJvDpkxfRYFDlpRE3tZ64kXiuqoqhhnNnkCpBcB6gpjCg1wAysmsDMw5knD0aGyuAhBoZZIPizC2DN7DCsjxgNWKaU5T5TApGocyyBmbn7mtF0XSUfyrJYanVxBb5cznoP1TcUQgBxwO1Wnyz4tYiKZtH7dy+SIXkdEbm6xMDVnoyMhXyo3RSjnxzgsx+Z79B5nE+G38fzZrJ37bscn50zMjjxnZ6plOLx8dzx+tl338SFa67Zn8zUWTJxxTK5gRZn1mxDs98HjyAfffwRvvJSDMa/e5lq7pXHABh7AGFgLvzY1aJ646NNHeNvIzMxtmesO9KFowrnXUVX/Y7J8I39+NIz0E1z/bHmgNFUQUnbGxf/piLZByURXHS4DujsHa4JQaJJ2n2lJBN/XYvsbDUZWaSpq7pd+vXod0D217NyKuiw8OEWYtyYAdmJa2p1DWcNaKpx7WMDCa1+WfyT2hAYA9Tp66v1h8WsWECoWAujrmLbUUjATetj0jwksvyL66dE0ZQooknvRQCH5D9hP9cAVFos1bqkKk8WDExdQpvKSYJyJY0vUdSF1beGfv8GLoQVkePtX+svMuYJYsdRICnSWZO3EZG6EVu6d41Kiqbmk34UFcoq5EcbmywjZdH2gkXNI8arQEJWFZW5qjZ3WrPFABpzM+64x4V2C6p13I6LL/p3ZJY5+V4A8GlULLNrYvtnACC2If4e2Zvx91nfbOq2d2B4H2fnTlkQVcGNDOfes5n2q4/OMH89OJPx5vff4pu/ejAYH06uvXgzsLB3fQQX+r0DChFMDEzG3XXee+we0eZYuvKuSEPwPjmm7teBj4CnOLc914Rx8V9p//dWZAQxeos2Gdkv42QQfucEEBMSiyFhNW8QkkXd0n57nhFuRlxJ03+Le5seDUZ8qKIik0iY8X7gLIm7MILFvoMaNbssi8dbAMTgs3R5Tlg9QDS3CFWfGMX4EYgeB6LW0CigWalgS9wV+olAyEswRkTzPCEgTL4c7CAMbEqEzbIqCKkVgO66WRgAY3U4ADWuLbW9P1fWxUU9aSw+ht27GYZmiwnPDLO+FFuOFctyUgbiglqrxDlhlsyugIIpKauUinUtOJ0WVeEEV1IipLSgrBfklDRUe1EGQ2w+JAOrhBAvZcXT06uwyFVlS5Zu8QRvPRu692DnnR2P1/B9tEXoztXf7M38NGDimuyBiijXVCvXrh/BwAwAANt1/JpKx9S3DmbtXUTYmEGHHW37i6e63NAIsng1D44uALz+4kf46k++EIPxrZep5l55DIBhMrIJe6zDrTL2GIxY9uyaz9r2W2Vwe9HGSzf2GKEPyC5GpGg5nKoZL0PMiJlqw9iNu/W8oazInfj14TiGCconWr0327mbXYkZF0a2gKL6wRQoPom1SYiTeYNwqyT2gy1erKwGGvixxU2GVdFJS6NWVhYrTEZTrWjdLT05PCZEUgbAE7klaff5cnajUCLC6XQSVYXGmEiE1k7t56qBrKR8BlH1W1s9kiZ1djmEDHBVVYcF3VJ1mK700kVV8sox3B7HgIknjQLps2rBzkwN44yWJn2rzMgcQJKqv8ACJiyb7JITSiXQWjRSp2GV5P+bnQqRxQ5p7am14u3bN/jCl37QGQo7zmBQ1UWLK5gbAN9TH7zLou/jF2jvzjAvEYJBtZ37DnKPmiOee7PNV97rpgraZzz2mISR+RjP3wMkm32QtcP2deR497awziXW6eplbszaI8ub33+Db/7qv//QzXAhoj8P4O8CyAB+kZn/9vD7KwD/EMAfA/A/APw0M/8X/e1vAPhZAAXAX2XmX7lW1+MAjLhAzxbre4DBzu5i+iJPruvKvPXi79Q9FX+Zeje47mUPtPVVPa1VHwBJUsPAe2VqVzEDZjT4u1v9M3p0r8wgVSl9t1Ngs780QFCbqsf/5cZMQcFYXTUaZjPuS8mW1jghtgBgHjZc22Sp2VtbZcbKSaJWst+CMS5t55VyjB0BiXuRST1gV7x69YR1laynRBpWGwKkUgJWtYsAgIQEooJaqU2YqaljauVmf8GqlAm7d2soUVLjxxUJCbUClS86RrICHHmehVndd1mipCZqXa0MDKhfVEgZKYKAnLVckPOCtaw4pRMSCKsa7OWcUdYV67oqQyPtM5ZJngEp+CsSSTUndXmFGifb81NAxxDAhNZvnBjlXLCc+mlsz67g2oI++60BzO3YNvulbOOI++BS98hnZTlGQHEPCJnVe42JmJ07ypT9IPbnHFVU7MgCATT0/WbjpLGadonQFkxiZ1UJ4IzPZAf3EvL644/w1Z/8Iy9T2bev/0xEGcDfA/DnAHwHwG8S0S8z82+H034WwP9i5h8hop8B8HcA/DQR/VEAPwPgxwH8EIB/RkQ/xswFO/IYAOOe3f8VABI9SniEzRSPozvP1Q63wMZMPsvkQP5PD9+ptTO2ncJp/qIGVUjHKuxVOZkEfEKMJ167X9u5kXhdzNiLWX1mN2EUvi/MBg5yU03A1T2kwCO7fYL1BSCxG/w+NCS2NcjVMbq7lV1vAx9mACrAJPc7tdAh1i6CGKKWWnwxZ00kBjaXR7mflHOoX8NhIxgxEnxxr5V9cTK2BYDmRakKZCSRmkce1XMtG6wVXGv1gFjSFrvXrNlSJX5ELeJJYqaepFli2Z4ZmYEtPFtqzouMsdqCrRm4e3p6gjFHOfV+XcaOiL0EoZaL97Xko1lBpAC5VnAFzpcLmIAlPSHnBc/Pz2CGZ1g1tdXlfEFaSOpHcyWe7bTHcXlrYY9qltn5fSTbq0XdbMM1tuXWgr+xF7kTYNw6b8Ze7NU/tZPYYTy6c9C6bvSEsfnB24CeDOF48YODC0C9SB6HwfgTAH6Xmf8TABDRLwH4KQARYPwUgL+pn/8pgF8geRg/BeCXmPkZwH8mot/V8r6+V9ljAIz4soXv/oLHY3HRt+vCyWqciAAABPhJREFUtGb6ancxhUzGncupXTMps3N/vQf03HGe6x/jrt95wlCO/OBo3e6bh7LGskutkqPiems3ZdhLG3cwjSHRzTHQHd+wF7v3a/fDm8mUWXbldS0OttgihVbhP6V/lAet1XX6AKGSqAaIDaw0/whJ1mU7fmNldLFFo9SJEk5LS6zFyjbAd/dwFYe0uTrrwVDVQhFrz7YgS53Mq06Qut2CPM/CKxIntyERdgTguoCous2C9X9ZV6ScsGqwLgBybSK1FxGVBDEhJekvi52RMgGrGco2oEUp4QR1oQVLlldGi2waHqipLliZpUwJlIB1NU8PibkBknDm0iZCrStAzQiPWUDgWgpePT3JGLIMtLWpSNZ6Uddh8WgpZcXlYnYYRbxGqhispoWwpFPrx2HRHmWP1Yi/b/9yeEXNDkbVIgouCvrAb7Ole2zXbMGO74bdz0yu3duebGxFblw/qkn22KBr9W3vtVedeJoG3pa1UcX4cQHAqQI1iZrVbLAeWV6UwfhtfJmIfisc+Rozfy18/2EA/y18/w6APzmU4ucw80pE/xvAH9Dj3xiu/eFrzXkMgKGyqze9E5kDkImtjUg5hPlLMgMINI7We1iMG0Ajeoj4Z47XYfOS2H3v7hLQXrx0B7iwKmaTnU8ioVweru3q3GM+bKK1eAod5WmTpoSKzimDqXjcBd+9ezZN7S9lJgR/aF94VQIupC2skTlFPQAWmwFQcnWDNN1TMAnw0AylYwK3Ws21U1QijLbgOjOStP/AknmVANPKMxe9fTNSlQWa9bm7oaYyIrU040pTUZhrJiMEEyP11rCYEUgaRVNCbJ/yEy7nt6g6icvOXoxaK9RtVftBHEzVEFXL4xAcLFlCMkCzwAroOT+f8QOvX7fnGoaBuAxnXM4XLKdFA35JXzw9vRLAVFZnklbNykpEeDo9qTHoSe67rEhJ1DGJcus7i3mCBhquLbIRXNzDYDQZWT9j1wR4UKK76Pl7mIVr4Mh+H9/Z8fM99Y/NHfvkFrsy2+DcVkVRN8f5Jo42mLZday5fkb6gVpzgYnZ14iEuv8fMf/xDN8LkIQDGX//Fv3yMkUMOOeSQQ/6fk+/83n/9lb/2tZ/78gtV93s3fv/vAP5Q+P4H9djsnO8Q0QLgSxBjz3uu7YQ+q6HRIYcccsghhxzy+KKA4XcA/FkIOPhNAH+Jmb8dzvl5AF9l5p9TI8+/wMx/kYh+HMA/hthd/BCAfw7gRx/fyPOQQw455JBDDvlcRW0q/gqAX4G4qf4DZv42Ef0tAL/FzL8M4O8D+EdqxPk/IZ4j0PP+CcQgdAXw89fABXAwGIcccsghhxxyyOcg98V9PuSQQw455JBDDnkHOQDGIYcccsghhxzy3uUAGIcccsghhxxyyHuXA2AccsghhxxyyCHvXQ6AccghhxxyyCGHvHc5AMYhhxxyyCGHHPLe5QAYhxxyyCGHHHLIe5cDYBxyyCGHHHLIIe9dDoBxyCGHHHLIIYe8dzkAxiGHHHLIIYcc8t7lABiHHHLIIYcccsh7lwNgHHLIIYcccsgh710OgHHIIYcccsghh7x3OQDGIYcccsghhxzy3uUAGIcccsghhxxyyHuXA2AccsghhxxyyCHvXQ6AccghhxxyyCGHvHc5AMYhhxxyyCGHHPLe5QAYhxxyyCGHHHLIe5cDYBxyyCGHHHLIIe9d/i8isMha0GPNWAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "for i in range(22):\n", + " probMap = output[0, i, :, :]\n", + " probMap = cv2.resize(probMap, (frame.shape[1], frame.shape[0]))\n", + " plt.figure(figsize=[14,10])\n", + " plt.imshow(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB))\n", + " plt.imshow(probMap, alpha=0.6)\n", + " plt.colorbar()\n", + " plt.axis(\"off\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Empty list to store the detected keypoints\n", + "points = []\n", + "\n", + "for i in range(nPoints):\n", + " # confidence map of corresponding body's part.\n", + " probMap = output[0, i, :, :]\n", + " probMap = cv2.resize(probMap, (frameWidth, frameHeight))\n", + "\n", + " # Find global maxima of the probMap.\n", + " minVal, prob, minLoc, point = cv2.minMaxLoc(probMap)\n", + "\n", + " if prob > threshold :\n", + " cv2.circle(frameCopy, (int(point[0]), int(point[1])), 3, (0, 255, 255), thickness=-1, lineType=cv2.FILLED)\n", + " cv2.putText(frameCopy, \"{}\".format(i), (int(point[0]), int(point[1])), cv2.FONT_HERSHEY_SIMPLEX, .8, (0, 0, 255), 2, lineType=cv2.LINE_AA)\n", + "\n", + " # Add the point to the list if the probability is greater than the threshold\n", + " points.append((int(point[0]), int(point[1])))\n", + " else :\n", + " points.append(None)\n", + "\n", + "# Draw Skeleton\n", + "for pair in POSE_PAIRS:\n", + " partA = pair[0]\n", + " partB = pair[1]\n", + "\n", + " if points[partA] and points[partB]:\n", + " cv2.line(frame, points[partA], points[partB], (0, 255, 255), 2)\n", + " cv2.circle(frame, points[partA], 8, (0, 0, 255), thickness=-1, lineType=cv2.FILLED)\n", + " cv2.circle(frame, points[partB], 8, (0, 0, 255), thickness=-1, lineType=cv2.FILLED)\n", + "\n", + "\n", + "plt.figure(figsize=[10,10])\n", + "plt.imshow(cv2.cvtColor(frameCopy, cv2.COLOR_BGR2RGB))\n", + "plt.figure(figsize=[10,10])\n", + "plt.imshow(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB))\n", + "\n", + "\n", + "cv2.imwrite('Output-Keypoints.jpg', frameCopy)\n", + "# cv2.imwrite('Output-Skeleton.jpg', frame)\n", + "\n", + "print(\"Total time taken : {:.3f}\".format(time.time() - t))" + ] + }, + { + "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": "3.6.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/HandPose/right-frontal.jpg b/HandPose/right-frontal.jpg new file mode 100644 index 000000000..d44642f01 Binary files /dev/null and b/HandPose/right-frontal.jpg differ