{ "cells": [ { "cell_type": "markdown", "id": "0479e422", "metadata": {}, "source": [ "# Map DTM Data onto a GPS Track\n", "\n", "This notebook illustrates how to use an **Analytical Feature Map (AFMap)** to enrich trajectories. The aggregated value associated with each raster cell is assigned to the observations falling within that cell, allowing spatial information to be propagated back to the original tracks as an **Analytical Feature (AF)**.\n", "\n", "In this example, we transfer elevation values from a **Digital Terrain Model (DTM)** to a GPS track. Since the track already contains altitude measurements, the mapped DTM elevations can be compared with the original GPS altitudes at the end of this notebook.\n" ] }, { "cell_type": "markdown", "id": "4f1b31f2", "metadata": {}, "source": [ "## Importing Tracklib" ] }, { "cell_type": "code", "execution_count": 1, "id": "f53f5e36", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Code running in a no shapely environment\n" ] } ], "source": [ "import os\n", "import numpy as np\n", "\n", "# Import the Tracklib library\n", "import tracklib as tkl\n", "\n", "# Import plotting library\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "74494364", "metadata": {}, "source": [ "## Load the GNSS Track\n", "\n", "The GNSS track represents a section of a route recorded in the Vercors Regional Natural Park." ] }, { "cell_type": "code", "execution_count": 2, "id": "3661714f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(901895.5667177888, 6435537.8661504565, 'E')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tkl.ObsTime.setReadFormat(\"4Y-2M-2D 2h:2m:2s\")\n", "resource_path = './'\n", "filepath = os.path.join(resource_path, '../../../data/XYZBRAVOSANSFIDOUTEST.txt')\n", "param = tkl.TrackFormat({'ext': 'CSV', 'id_E': 0, 'id_N': 1, 'id_U': 2, 'id_T': -1, 'header':1})\n", "track = tkl.TrackReader.readFromFile(filepath, param)\n", "track = track[400:900]\n", "\n", "# Display the track\n", "track.plot()\n", "\n", "# Display start and end of route\n", "plt.plot(track[0].position.getX(), track[0].position.getY(), 'ro', markersize=5)\n", "plt.text(track[0].position.getX() + 15, track[0].position.getY() + 1.1, 'S', color=\"red\")\n", "\n", "plt.plot(track[499].position.getX(), track[499].position.getY(), 'bo', markersize=5)\n", "plt.text(track[499].position.getX() + 15, track[499].position.getY() + 1.1, 'E', color=\"blue\")" ] }, { "cell_type": "markdown", "id": "97000115", "metadata": {}, "source": [ "## Load a DTM Tile" ] }, { "cell_type": "code", "execution_count": 3, "id": "c02c97df", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-------------------------------------\n", "Raster: \n", "-------------------------------------\n", " nrows = 303\n", " ncols = 320\n", " XPixelSize = 5\n", " YPixelSize = 5\n", " No data value = -99999.0\n", " Extent: width = 1600.0, height = 1515.0\n", " Bounding box: \n", " Lower left corner : 900372.5, 6435217.5\n", " Upper right corner: 901972.5, 6436732.5\n", "-------------------------------------\n", "\n", "-------------------------------------\n", "Grid :\n", "-------------------------------------\n", " Minimum value: -99999.0\n", " Maximum value: 2033.31\n", " Mean value: 544.37695\n", " Median value: 1515.2\n", "-------------------------------------\n", "\n" ] }, { "data": { "image/png": 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dtA8CdDgKt3d3Esa+sNo5VUfaJ2y5Z6AlN4LzzgXensiXsf2QuZzcQZOTxrRfe+21eOpTn4pv//Zvx3d+53fil37pl3DnnXfi6U9/+t5Vmr68nXwRFOIJX3OCXkrX4ty2NcqurtdiyHXda8pfG7pToh94c640/YLBMQYsHIJD0qEHzm03sNMTVVuRQRqrdxM6en8vZO6HEBHrVGMRHQ1avXdA65Y+VeemokG9JbU3OcGWIho8azy3Q795m8K/O4HAs2xDJYFjnUvAmEHkVBlJLzmpO6C24zYB0ZZODYCesmf1BSrLT/UzA3arfZYPGK5LSpc0zTx7IJqZZ9nvAHShGct4sbgcbqDFBsS2vQh2087V8dEW+PWEwa8GkB4z6zG+HFaR28tBPoPe3YsdwtFt0Cec2gJohjte9H+7bPoi8+SkgegnPOEJ+OIXv4iXvOQluOWWW/Cwhz0M73nPe7LBhnsmGoDp/RoWd07ox6Z+eShGX4MW7Rjgf4atpUNr+kL8YFqyxFbvNj5Bt82zZ8VfsErXxz3LQELR4zAOKyaa2WXW98jwbiKtVrisFZ9cW88KfjfqU2jq0Fmnm1dvbYTAHCmB8dLlAORf5TXG0aSwAGzZF9ZZDxhcqf+SLiEchwAcDj2AlgGEEsaxo0M2rNGLgf4zvc0xvV7oRyC7nq7ukFqxQDSD2BJg9wbwWTHMFuhlQFsbzuH1cXDyPKAsulB5OnTGAOIdImBudTjHUKZtgmKrmXluFDNdDm8QWSfOp5KGTdSFS+jYZYmbjqEc9cAuAu+UXbaY6VjGGhyZgvBu3I/2vDIlln6+hGJfl15mok70L1rtxrxmLN+nrY22LbI/clJjvq+55pq9C9+YkvQcrH9g7MV3eaH39D6n6XTth2fPk1q/p/qD87Vf4ufa0d1EgvPbkolj1HW0If7nMaR6Y8DKabwBuRteeq1YjLZnZ+oUCYMt3Z21lwMfbiu/dPpuW/jy0b+9xwvjHBGNiaz/8lswL4drNEbeCjGEQ1jn1QCmgzIaGuQgj1lN7UwwNotltkCnBon691zhTrbALfsfKI/fYFiP0yxGuFR+Kt/KK9XJbfd8GUFw1NUzb0goBzPPfV4KortGMaohoFNxzxx+YYE0zS7neSlLarG5Oq9N8mN5iw2ekpbK6jotO377QvIiUGpD6nc6KHIbUgrdmNM3VtuBBt34FJCBk/NAtLz474csAwsX2VuRmzCjI2acN/1mvi2Rh/NesvCe6P4pIcaJkWVdB7RrpAMKh7R1lxYdJvJIJkPQVWnCW083J2544s1scbLixuSwilhdKDrSbuvU5DI+D7P9UzTADsMoiR6Dp+0wUPb+6zhoi3k+MqTrKe9WTQ+cDx/qf+8IaNbs8BTLrKev81hbj8XVdWg7bK9G+ABrECqi7TGI99hq9r2ka/njscqWD3PYb+4byzfLF9JvV1BhF8N+A6wbblRAu2rUtHVIpqbL4351nsW6Tg0sTPPKs3OsEnCq2dzIKPsD5Ly6NXurwy5Shrw/Aax27GaGkRJbvZnksdHal+hD2YY+LhIH3Rh3z/a0jzw+dWUB0SIWbbdtsCjXvYVSavKn0nSe5Xtw8vWDidOZmpzSq/FjKs/TZ2HKl/3SSZ0qon/DPvRWPrPSmrGesldipguuV8umzLZBgGV2Jd1jna1ynLYX7118Sop4WNDCQKA0BtGMPzUO3SFdi50e7QXFRAeDgbZApsWMWoBSbyUW19OzmFSrY7mzrJOnoX1ts+QbjDRvY/+8tltMdKnvPN88O16eSu+UfhfUdRqgpqsLkCnnxutkmPdZg+j+fwSZORMMlWeDNw9El+zpBlrscMrmxnjpOWyrMLcpOA9ZW0rxv5yX/9Z9rNuDse5tstGgPvXz/PrYp8i2N6OVmgGLLEIC7Ifsx9z+J1MWEA34dNpeUGbBqUue1psEk/JLqMVsaztMfXp1ewy57i9tj+1YdqfaWSseki3odtQf7RAXLaD6BNIYZy3C0MoCKt70dcJgs1iTg+jDMLcr2N6mdljkcGq7st8YaXI4p4TLbOPGU1s3EIEuCxOVGhhLGi+gwkx0g8hA83zRK/SM86GdfpNFVUYGeooV5rxSvO4cJrpkT3eOJ95bisVE1zDSVpkaHUuX87y6p5hobc+rW+dz3arOtukZZwHQEgu9XjWjLsc993M9ayCowSXPsZyzuCzrwgEtxURHnXxauJSBXqn9+THRui3eFHqbxnVzG1LRMdHB7T/JtZngErj37ZXy2L+g7sRrADK/SP8cqb0TLrJtWUA0i8dulqjKWgkV+vxSWWNf9Dvj915SgDV6JSa6Vqao3ikATfrCRjMjPccdPk00pi/ZtNyeqnvKTiltE/FOJ8739q13UYsrqen3EsfCmK1UlnUlXR49FtaEymvQ3ywFaDPbzAMLR5zWqG2FOI3dUFkSA10KYZj6rcszQ+ox2NxR3GH695TouoDchxKI5jyrrOdvDcsu4vWDV6+uj+v12jWkJQy0YqERoOKgAwHolHnu0GSx0prtlf3+f0M63uwQHgDNY6L1f6kjZ5kjqOc45tq5ixmAalt57PW8uO68DRbjzmy03U8CWKeYY9svH2BPvWyk4SZB3ZPjsa99YRFZYqK3J6d7++aJx97uB0stIk9ykakVJICUItR2Ak5ODPO2hVnnGvaZy+lkxUBrVnlT8SYEqVmLp+bQnKxDKKciM+4l4Fr6yMJSc2p7ZWvzvEcLk4VWyIbWFeJYwDQz0sJWcwz04UP9SoSHdoDmUA+iM5aZK6hhSy22uhTbq5F/6a2EO1SDw5JYbx06rwSiGehO6dT0icUUWy8dlh3rpOIyFgNt1NUOm8g4G0cCmMMw20bTryYougY4YuYygs00LZ+tYV5MtFUXxzzHdM1A1y+24vmVxlhPs8uxnD+nNLfBaneHtG6W1fC5tdQua+q90nR/9rGyRV4i9L68UmwvlnuRufKVC6ItRpPz9kL0NVbLMmv9Wr/mvZjW138qSI0fVl91SOaC7oZ9Lmbh9XYiz5qlw3LHO4QlEL9pt8tzneuoud3yfM61ZUq63PYau3waW+QfS2Pk8aNtRfmaZWbMppf7FhwlAHqHfo8LqYQeRB9aAasdoNnpWedgMc4WA+2FZpQ2j1Et6XmsqpVudaRIiTn22OIpEG0BUy5v2fP6wSrLv7mdJTtKr9N2hvRkvucQGeh2AM06zrnf92fc0GkWCMxnosivjBLQspnjdC7oCAZ1PZp5zhdbERa1NIQu911WFUznqmZ/ctE27DawPfbB8qW3IgualO/G5ZjtEuvc58lwxJo45/55JOEc80D0fi62ssREn64yNdPDXrDMInIt1gyo1ddGbZlti/h7qoDoGjHY6q4D1m1koGWRFS2ama7ZZHYObcb7cOEdur38qKFvw3IIa263+nB75BzrC4j2bv3cB5twJ4yppuKcdTlml7UdAdEeE61DNWQ7rPTH5b2bAUCvBhA9AOgVj0LUoM+aq1nT3bUgunZjcMgAsIHfuQx6tZTKcN4cEK3te20pAeOpuqfqKoH6RgFoldcF0DLdwkqHGPssughoBwDNKwNa7HDKAvtxyizlcA6/rgg82T8NdiOQZka6t+s/uCzfGdRHX+pWQuQXCju0xe5Hzw4GmFuS+S8qOq+B8OS1IRoBLYAVTiwx0SdNvnJB9EEV+b6+n4B2m/WV6Njd2tXol/L0kt6yxHdHPtSEF2zi1l4erjm254DWKV0L+Jdu462hU/KdMY2ugzBMsu9hISYiNV7UuJYJYJ22o/4LiJb8w6EHz+MCKg3QrIAVDx4MqFvwZA5onhogxyCcwWUJYFssMIvudJ2v0/jA1IBozvNCNbidpZcE7ZMX8mGBda2j/OxWaV4HjDHQyQIqjWagIyvarzRoTwtXG2KhmdfSfNFTg99Eh+vyQHQa3qEBdA6idb3C91rxx8xop743pp8sHKIhtaYAlpnvJkvL+75uQRbvZUXY5ZQpt/zJ74veSxHQoJ81es7dfYmJ3qac7u07taV/5ZynX1tu26B307Lbtlmqi7ZOZbUdkoGEpTAOz7z+X9Kx7O6VzLE/zWvU68opqNnqEgNt2Z06jdmeQwRmgJjLeHNIM/Ns/WesK/aEmZb8VeiBs6xGuNMAYRU306D33wKyFijktwNLf8qWVZ4Bp9e5upMZZILSSiDaOqDsGzCvnV5b9Vscl2e/p14oSG+8R4S4ibSyWMrwXwx1YWChDbBZE86RT+umQTBMe+V7WA68dXkLlFuMdByEGGe9EJHXBTtuWg9U1G3hZbq9l4Hcz1jGBqL5oEoYfvl1WlIKO5kaaMjlvPbGtNZs2yL7I0vPz5HaAW0i3sNF5805AsK21sYEn+xBhSUftuGfno+OkaSxEkrXDQMKSVfUSlXwxtIp3TlN2nRQo0yldzIP76pik0eCjhuWU76ZKCs6OvZY7BxGnE5O9oX0PYx+ijnZDqutlH64oHsEwJkA7jVsZw46ZzTAmYeAMw4DRw71AwkPHwJWhwcW+pByztv0CEWt7/3X641zp5U6VQN1LYH02C/paPaT27CC7R/r8AtF6SVD17kDuy1TbbXejErlG+O3CJcdRBjodgWsVzGUo2ek+4VT1sPiKR2ANvQDCddYocUqAZQt+sFmLVZY09ZmW2R/17Tfl2/GTVhQybO3entRrxnLrs3yaR0nsMI9OIQTbv35Yi5tUu9qtG/1j9x1dN0CMpkxFx8lb13sm9qtAfdlm/XXvE37Zx2DTVYsLN2StrnNZWpf+cpX4ju+4ztw3/veF+eeey6uvPJKfPKTn0x0vvzlL+Pqq6/GV3/1V+M+97kPrrrqKtx6662Jzmc+8xlcccUVuNe97oVzzz0Xz3/+83HiRBqh/Ud/9Ef4R//oH+HIkSP4hm/4BrzhDW+Y6e0CoudJacSYJyWKrpQ3x4eS7smUKV85tIN/W/pWWU43bPEy31b1nnvWoMFNToVSHXNlTlQMk43b3Kyv3tbX77nlS7qC+TRJWIOrSlPT6X0G7O4Whpk3Vj3zvFohTmOnmOhJYGtttUCQO8vrPGurOTDW79o2TPnJjK/FIHvt8vS8fG5LqfxUHw7547U39KVmoMdlvoVpHhZU6dlpxUAHHToQD0pkpiNzWbsJW53GEadxx7vfctZZfqf122V1eAb7zrHIkVlmO35brHZyWgth5SM7v5t+Z7u+b/mxKm1p+IfV5/XTCR4EueGGG3D11Vfjgx/8IK677jrcc889eNSjHoU777xz1Hne856H3//938db3/pW3HDDDfj85z+Pxz/+8WP+er3GFVdcgbvvvhsf+MAH8MY3vhFveMMb8JKXvGTUuemmm3DFFVfgEY94BD760Y/iuc99Lp71rGfhve997yx/Q9dxZOipL8ePH8dZZ52F2/+/wNF7If+mrelAZjyZMtSrVOhv+pY9y66nq2Xqm3tXoSN6pYGF1sofc+x4K4JYdrgv1oZuTR/P2fg4aBZa1uhWed2Q166Bu+/pQzrW635wYdsCd7f9ct/C6OrFVk6oTVd9AvmpsCYd7tLSIdt05PIcBlu4mf0U71SauygME4EaSwalo9OC0tXYh+0EpCEa8l/safKz0Tor9NPX7fSAWeaBDg0QVLxzEBZ2RYZXqgLt+Ioq5DzdKQxCQboWKA/oWWXdcd60epIHVYdHubB/2k/tn+g29FvKB0rnTaTUTq/dK+Rt4Dyr7oKf3ZAuC6msV1AzbqCPf27UAiqhZ6C7ELDGSsVCa8BYHiTIS3pr1hZIF93wp3yzDlbM04At9Su1t0Y6tZ212MoaabjJtNh9EuvsD0SndOvaIun5cuRRN9rrRt1N75wa3No2SgvHlESOgxwRAPjy8bvx/znrN3H77bfj6NGjblnBTr+O/ovafsjfA/hRYNI3T774xS/i3HPPxQ033IDv+Z7vwe23345zzjkHb3rTm/CDP/iDAIBPfOITePCDH4wbb7wRl1xyCd797nfjsY99LD7/+c/jvPPOAwC8/vWvxwte8AJ88YtfxOHDh/GCF7wA73rXu/Cxj31srOuJT3wibrvtNrznPe+p9s+7LR4MmXv+edTdyX6NYHZoL2VT6tMrX2uvhsb1/tdsqkyykEqn1DplUumUXC3lo6AzlbdtqSUf5261JKNHOG7DruhPffnn/x7GYhY6m6YOEUBr1nmnGVjnYVvt9OC5aZDEPocVEBgMW05ZoQde48OEXu0BEJlKC5RW6kiu0/Nnqn2sE5zfpbZaNj3f2H6N/2G4/oe0bgDQrerHPi/GQCMgMs4mA11iPSMbq2OFNbtssbhTDLLPeAbT9uaM7GZ2dJ9Y/QOqJ2+LXoGwzMYjsQ0jbZNNX1T28YWqbzt11UvxC9sebLuR22+/HQBw9tlnAwA+8pGP4J577sFll1026nzzN38zLrzwQtx4440AgBtvvBEPechDRgANAJdffjmOHz+Oj3/846OOtiE6YqNWDvbAQrnB1YK4vRzhtVuRm/Re+sms/G5siMyxJ7pzp+njueQ8RprLtOmy3iJdO0x1Z1TFLPOUW3PJ/r0QJtO2bXeOyCHWRJ7IJqcd40Zhg7V/oiPCxKI1sJCxqxDFRyydBuPCKePKg6H/nzimQSXPwME6ATkTrX9b/xnc6QZLY+HoMiC0Thj2l3W5Tu+Esw4+++nZm8NIT71MWP1p1Sltteq02jvoyEIqXQNaUKXJlvAW8Kxn4cgZ6DDmeQuM5My0NT3cUCdy1hWYXjqbmWPNLlt+5Yx0o9oxfzU9q50RLKdM+dRy1x38mS38frOZ902lbKdm2W+2Fzlo6emDIMePH0/2jxw5giNHjhTLtG2L5z73ufgn/+Sf4Fu/9VsBALfccgsOHz6M+93vfonueeedh1tuuWXU0QBa8iWvpHP8+HH8v//3/3DmmWdWtetgg2gRuSmXntKejlzfXYXubkTfRzy7Uue2695v0VSu9U0flM+sckv/S/V4ActarYubzNJhEeG7Jek9F/dCGA9sw17to84Cx9LOkl9dIc/zZ4oYZBxkkZBe6If+r6MuxsVSQgTLTejnfA4BaFZAowwFjcI59sNinrXTDPQapE5bIFAfrGDseyyr1bGsB9idaQFY64Rh5jdQGfaR7U2BZM//UprVR6zr1Ynh3NY6AclCKsl/zUBjYKCD/NcMr9hOGWALvHlzF/d5ej/+T0FizJMwBU9SpjamRTAcRnvMfGsf8vvrPCAtoDltZzyBUv9ivZYdq+6pfpO2buJ7Lnmf6rzImNfVE78WAC36hcDnhp3s52IrUs8FF1yQpL/0pS/Fy172smLZq6++Gh/72Mfwx3/8x3vj3Bbk9ADRQH+TmwJdDXJgp9M0ElhhexMH88Ok5KfcJ/Zi0uL9EunPUhtEZyrueWp2j5Z05XeXqq7XMSbaC+PY7fLf+ynbBNDAPFCudZlxL4HxDvXMtlyCIkyuaozKAFmXb8iOxrIa8x5R+ztNnO+5aWLIxo4FbL14Z2vu50PIQbWnawFs3QhmSXXHWcCTy1rbXB0+0JafUzqsW+PHVHtLvltAW/vJ9oy28EIqIp21kEoY4qCRM7PCkjLTy7MtWHM367ycOeYyeZ0liX7ZdabT19UxqXPZVrudej99K/Jjo+28Ur9ZLPjugXT+YlDj55Su9MLc/j0Z8tnPfjaJiZ5ioa+55hq8853vxPve9z7c//73H9OPHTuGu+++G7fddlvCRt966604duzYqPOhD30osSezd2gdntHj1ltvxdGjR6tZaOB0AtFaLLC8Tbu7pSz19e/ZileH78Om9Vp2LZlTT+3AySl7GhxbQJvzVblOpctiKm2LbEo7r7pNZTcRMivszakK7I5dlvJe+pSOJcxE63ZbZKEFovk/k4p60+SwCIPocVq8FcaluldNnO+5aTAu2a0BbWCUXgOMrUGDUyC61MDSxuWtk8EDoLqzGIiXWFyP+bXyvHTL51K/lHQs33VaCUSH4ZpW/nbAuJBKp9ptL6QSBvZ5YJiDHgYWgVkKooVtDaSTsqIeQIay7bO4DEBtsUBkN+alcdPsq+Tpl4aaOtM2iOSscGRi7T6x7TEQDsp21LEWq4mx0n0dVvhETfuiv7mvHkjn+Gpm/hvI82ceyD8ZTPTRo0erBhZ2XYfnPOc5ePvb344/+qM/wgMf+MAk/+KLL8ahQ4dw/fXX46qrrgIAfPKTn8RnPvMZXHrppQCASy+9FD/3cz+HL3zhCzj33HMBANdddx2OHj2Kiy66aNT5L//lvyS2r7vuutFGrZyeIFrfEPciJGO3Nvl8t+wJWNZt0AB4Ux/Ebo3UIrspsK3Bb02dcwE0VN7wv2t75lmvVKhVrSo3ld2A4N3zG2Xbc/kJ9qem/KYcSEv1MatsxTnrWTRQ0GXAre3qvMPowfORATTreGcB0TiUg+jxP4O1OeEcnq6uA8iBotVhHhiEs687rwZEsx3tp2dTS62uZdcCxQyQPWBsvQBYYHqQzmhvAphDP4gwiYEeQjjaJgxvV6IbBvBshWhEIKgHw1lxwFwuBcjTS4PnYHdq5b18gJ/HRGtJY7ob5X9NnbZ4rHA+Y8kUgLWBLrezM+rS+2Irf4TXstUc/lKW8nGQ/fkrFp7KcvXVV+NNb3oTfvd3fxf3ve99xxjms846C2eeeSbOOussPPOZz8S1116Ls88+G0ePHsVznvMcXHrppbjkkksAAI961KNw0UUX4clPfjJe9apX4ZZbbsGLXvQiXH311SMD/uM//uP41V/9Vfz0T/80nvGMZ+AP//AP8Tu/8zt417veNcvf0xNE14iASSugk0GhpQtVZoV0RJVIDbry6uS8ltJ1nZafJbubCDPJOhbZ05mys6bfU356gLoSBXddP6Bw3cXIj20wwPIstiKCalzz8IUlU6cUf+meI4w5WEp5nlh9o/O0WCA6qN86TftRA6I1NgoADoUBPA8zbOwM4RurgXWWzay8NNhPrw3OOjywsDQAkAFsQH6iWKCa8zRItHy3xAPBnr4+caxN61ng3qrbAsGlOHHtBx8ry7ZXB5XRsc8I/TR2Ij0jrRnogbEcp7HTgwgHe0MnpNPB9fuj3QE4WeVzoJ3alfIcCuENVPREDz707OUhH/kUdzwQcD4jXR5IqfuwbMceZDk1aNOyawNWOf7TADkes2ngK7Z0X0c/AoLKnyOn8rLf//7f/3sAwD/9p/80Sf+t3/otPO1pTwMAvPrVr0bTNLjqqqtw11134fLLL8frXve6UXe1WuGd73wnnv3sZ+PSSy/Fve99bzz1qU/Fz/zMz4w6D3zgA/Gud70Lz3ve8/DLv/zLuP/974/f+I3fwOWXXz7L34M9T/TvAEfPGBIZwDHIkrSO9hmYlcpaMbwic+aHLsX4WsKBpyIWQmM7nl819krzTs+ZM7s0v3NNTLRs91BZPSd0l6adGNL0//UauOdEOq/z1H+eA/oE6ejTw5snWuvsVrxDB/hgfA7w1UCWhcHqHHtT70gW+aqxq8Uqa78srMVzP2vfD6+G2OdDGOOdQwOshHXWWw14ls2a+7kEokv2rE5hwMh5vM8dVgPcrZlFLMDutYF1tHhgvASURWpeNLjfSuUVCB+BcpMyzy3taxDdNiGC6EYNuGuaYSaOdO5hQAPQVQaUPZ0IoHIWdvSLQPg6A56N0tUnii1sj+dqTsF9Cmb17CPrEUSH4XY+7w5i1a3BffSlDM5rYqO1joRvbDJzRi3LXDtPdHoORImnbIu7jn8ZP3fWr1bPE/027O880T+IzeeJPtXlYDPRHiPLOg02Y2Qt+/oG7VFsXDeLVYZv+KxjBc/KNbib8I7dilU3s8slBMWItLR5CFVt7bDpgYTj/70IPJ6QbR8iAYWb+FBrX/8uPfJqHoeakK3V1XUzlrMGFIowmE4WUgk949yEHjQf3onzPfMiKRnonQKdDMxK4JTDO5hR5TyoPAX0EszA4HmKrZ56ESidLBZInWKHuawl4rNmq9knC2jX6Oj6PbsKTLcOEy1LeI/cQdPQNHZqIRVYTG2+CIlmamNoRzoN3gjOERngVOZMgzcNZLuxjOznIJ/9SgdH+v7NH2AodaZzK2umO+r6LDD3sfZN7DHzvsn0fLUsc/piMdUnwQTc8srSoklemmpE5sLfDznYIHNaTo/26QeIhVSmrgOvvN5nHW9fi5fu+VMC41b+NoHznJcMDuHwmHXO7yr1ta4G0JYd2jr5j7ivF1zZS/EOk35Oa/GYhSmZaodF/s17FKRlSqfw1OkdkLe/hKO07m5B9IijQg+eZdCgMM+yRLdUErgyL4aZQZgFiEtlNND0ACMDY/2M9EC15FkA2wLk1lYjVl1We7hMCURP2fLaxGU8e1ZaQFyeGxgHDHbKRz2IsA/VUCBalvNW+61aREUD13SQWnRAgyk9YC4dzJcvsMGdl8f2Kr+MvPI9ZI69uN9SOowyaf4c4f5K+0f7UpJS/8Hoo7kg2qvDb2964XG/pT4C3KcxZ76fi2xHTg8QLSIPrSl22NIRpre0Qoalox+YU6EVIjXstOiU/PHszxUrvnmu7tTKIhya4bHLpTI1zPZJEv0Mt9zTuMI7zeRUKol0w5Qvc8MuWDQxKGJhIxbW8dhlrSP9xWHEteEc2ucGPVAWbBNCH7axWg2hGwHjCoMjO6wr08tgS2XCIM8JMbCYWatOBtyWXe9twWJfWUq67POm4r0saB+8g8a6U4w065bypo6VShcGug3MRPchGyLr1SrNC9FQykBHQMZhDhxnq8toBpSZXiv0Q9ed2xv8xCbhHDkzq/MiSLT96gyfPaZ8jlix1pFdDqauFqtuZufzpdU3WzCmVKevW6ortyNn1Vw5lWOiD5oc7PaVzmt9TZUAtacTVBrraEZEACUzIawLI2+uv5ZoP3cjzC7zby/fsuExzp6tmo3tEPMsv8cFVVrEhVWG/a7bbuSLHDJ9qGtse8RfzW2aTzNPp0ZKpCDn1/pr6el0jxQEIojWODQhhEO/BcCc67tBD5J3Vj14lm2n6RlnWSRFGOeEeeYBgVYeAzPtrAf4arag/ut7i063OrLEQIP0WNeyb+VPiXfAtT3PlnVSMPi2+sprA2/cp8PvjvzRDHTGRKuFU7S+GJPfzDaD9iVuV4ckIMnnxUvSfD2bh9ge/RnrwpiXDjRsSH8a0OWzVMR2ImtD7hf73CW26menyP3SM2ikDD6LNxuH/t//TtspU/Slde4ORJf2c33AumCsUJRmtLe5f4vsTk5fEA1EkFui7iwdOSdbtS868hCVPEFlfB5rXRaLqtR2a1GeXOfbZmYZuM5Zv1rPuFHLbDuDBc3yna0r09mNMdCt8X9mU6ZEDtkm3b8pU+ydUtu2w1jM0i2xwlZdrCu46PCQV4qJPtQAO6FnlEPoB4pyp8vCKKKzo/4nBgUYa4rbWoLbYqCt//GZXgeaNcNtNdgDs3wgPBbXywtGvtbRLw+1Jxrb0KLt1Zaz2s/9ZrWhxEh7+hhuJ6seGK9XwkgrFlLN/Tz6hGEwIcRGHkNrscsaAMVp4laOTpmBZrBeE8M8tncCRHdjGU7Pp7pj1jaWnV5cZq4IY6z9sgZv6jzflj0tXmv09W6Z6LyOadCbrqjYi5wvUfqIaPFxjpyMeaJPVznYIFoLs8JAjmx2q1NinllKTKy+hmrBZm0d25Aam1N163wBvvyfZ0TxbFj6c/zp8t0ak5uKdYucc6hqeIXd2mPycY4Pc/Is4FzCmoyfZBnuQ6ueUd4Zlt5eNfGrg4jEO8v/xqhgnHlDQLRmoDVY443BpWY7LSa0FBPNDS7ZkXsM/y/lMQML2tfgXN/DGiOd/eMDWCvsjwXgPR3LLyD3xTuJBpE5oBO2OcTBgz3rPOgOy3VnIBoKTA7JPCeyGOaZKqDyY8iGHkwY7evypUVNRKxFQnQe+1UD4ljHA8S6zo7azAy0NR/2fLFjxNNY7zLj7YV65H29fRANw09Lh/NsRrsZnmO76c9FdiOnB4iW651ZYY9dnqvjMdKl68pCOWK3Ib1N6VFBgidDalAco9XSFIFeeSuGutsd8GUie5viEXhz6qrBJ9u2Z5XxTu8a8rGUJ3iUsQ+ThhLCcagZQPQqTkmnpy4U0SBawHI2XR2DaGtWDp3ewI5h5s7gTqkF0VPldcc54DDT9ZjfWhDNB98Ds3NxhVWX5Z9Xr1fGAdGd075+hcEhLcT9VsU+d8MCKv0y3vkraMpUemBXmNoc4Lbjf72iH5Ky1qImnarPikGW8qW8usVWcuA4tfIhx33z0uV5n2wuuv9EUkBts+leW3QZtmexwtuU0ktN6UVA8no+egHRJ0sONojWN8kSIJurIw8iD0w38BlpSee0VpU7WcAX2Jx61aywlbZbSpep4ZI9pdMN21qmtjP+T82EPif6ZFNhjMCzJjIpN9deSUp61u3bu6VPYScPB815/DDQXgUkqwcKKShMtMY34yIpNTNleCB6h/a1rnaMmVMLyFoAj8F4oLIN2eV9KDsgHd2BukP11pCeBcZZnwEqHySvvTpN+1eqW7eJ/awJ5+B+U3V0TcpCy+82Y6DDOGhQlusWZ1IGVABqn+cNKGxVY3Q4Q2eUiWl5eEjKWpdCNsoLlJTAZWxnLDv2n2E3fTnw2F2vvfbcx9Kzujxr5XWnLH/almC0Ny075fP8N8Y64S8G7KPdplxr7kvJMrBwe3Lw29cgBaVyLnHohHfX0Df3zkkLpC+AWgNskbXS43q0/l4iNjj2LSA8x54F/ttCnudHyb7+XwrPUIBbBhDqZb5bGUjYTruxW/xfczj1aWLp+lzEtL3dCGOuTXW9vE0Jy3ELGGfUUFPyjoMGuWDV8twjQld5DKI9XQaMuvEWiNa6JXDPjRdhVpnBu5RhkMpg0vPTAtxs1wLyDLYt0O2VNQBuouP1Ces4dXQhTU/medagOggLHRL/OgHQTT5XsJ4Fw2ZbY4M0Qz3aTtJ5mjZmoNOO0/aYHc3Bbl5O79dclR0Y5KXhHBoE5/4K+MsHT+q68wGB0iP6xSW/s+QssvYrBc0lAGqDaGahtx3O4flh+8nHgWX74SaLzJGDD6K1MNO7on3R0SC4VEZu5lYYBt+HvFANsaPr4Tq3JRxjPAWY2Qetv4l/zCbPWanQA/1WmQ3cqomYqY2qCegvHHFHTpM5UTlymom90i1Q44ltnDa1AxMZc82xN4UFS3Wu0ANnYaFXq5RxNgFYibnUoRmy6UGDDVJGWsdKc54Gv9JQXaduMAN4zz8G5dqu126dzgxt7QBDrtPK8xje0knBLw2i67HzXju5zpJ/RjvHhVMcEN2u+nmd21WTMNFtky+WkjKpgy6mBvDlg954yjfNYluArRvrsZfVjnWloR8l8Fu7amDOWgswTqe400y7ZnG1z6ndFICXwxmiLxZjrMvmMeixb0ptjG2SNH+J8P2SNARI/PLDYOb6tiy2sj05Pdon55vFDLMe66QvvTENRrqXz7a9Oq18rWPt8++SMBCtoVet8Iya8iWWWNvizcurLU/1dsA4jV1S1jA15XZNd/Eh5/9zbNRwB3WcUb3U2OM2TuEl65S3cBHb9myM5QNyxlkZClrZAqkMtObGJ1ubBfAsMFgzg0egchaI5s7jZyV3Nu+XWGq2Z+VZOgzkrf8lv/jYWMfXqrPkX0AyWLAz0vXCKUDPQI9T2IUBqA2LpciiKSIcxqHTWEf/5vhfi4HuaOv1Yqcxm5vrpuCVhe3a4Q2WpHVY9vI8na8DM5hxt+0FCCBMIXPeN7ruvB+4b0pi9U+sJ23bdu/GJbHbm/Zjn1sC14vsvRxsEM0PphLTW9LpMM1A6zPZm74uGDpcp+SV/BKdKab8ZMheTGfB9itH/WVLe7dpGsdCb0hkJyLdb7HOzBhvOl6USTUtAXt70TKpWbo1sy5g4yJty2Othfz16pNVBk1wyoDRCpeQ+Gcpwwz0YeW8dsiqsxT/Kw1kwFjyD4Zd7jirU6fYatGpYaK5Dq+9bMd6MWE/S/3nseg6zbLN9rRuiAz0yHauMAweVMzxKs680UGmrZuabi5WZrPMsYw1Nd2chVSYzbU+25fK9z7mzHHNYiupjfoYa5vF5Zjo1G4eMtMMp0d+t66J/baOQ017UyY/vvBEe3G2Ds+/OVIThmH5nod+8NR307LERG9PDnb75AHCTC8zviWd+EKXsyfMDms9LR4DLf8FmFsMNzPhrFNiyrnMXokXajFF79bYtZhnr17NOHeKhUaZieYq54p3SqCQLnl7fWh2Ix7QrXm8lsqWQHggXYtgHHWDkR769MSANm6xvCvj9ybs8xx9qPpELJvccdYblNVOsWd1cInR5jpLIJo3i023GHUu46V77DILl1VpetluIDLQvJx3G9CzzjwDh4BoWa47aOY3OhPjY2N5XuY6HSiXT5cm/y222tK1GOhYjplXZrhVn2Rt8V7Rbalh3PPffR9YADD2V87sYyzXD5bLH7V5P4BsSr2RAa9rL/tRttcpfzd7qjCAtgE1M886LZabAuOL7J0cfBBdYnFFapneDvlN3AByiXjltK5ch0KFal0OrGWdEiNbo7Nb0X1jpW1at9iYs5S3YqmnZtwQ2VbXaAZa7AkGsMh5PpynmjC+0+lTYjHQwUn3cJ4ORzYfHSHOypEZtJhfncebjom22GW2xzHRVtw0A8lSvK7IlA4Df+9gWEBbxALRFqi2GHPPz7nt5X5nOyUm2johSi8odA6M09UNMdEAxgVU+njn2ND1KhpkNpcH46WxzINd1M+QEUM7GtdurltaRjxnoJkpt/2aHz/LC6pIn5XbG/2xQD33se3XChLlLJIuR67t5YDdmsWkRrzwCI47X2OFlFvfXLxQnF7KteTHZ1qWxVa2JwcfROubKpCztEGl8W/RZ5ajU+lauKz8toC3VbfW7dR+N1HOax+L1aZtIMgaGxpYW1PV1c68AZXPW6lIh2R2DgHZ22KjWfbqvT9/FJTTRSygXiozZc/S94QJRW0/kE6NyIwc4yVT2yn6GtMAmdlS/X/l7OvfDCIZgGub7INuOHdUDYtrydSBtUC0VeeUDvvCYJbb6W1evzAuY78sHwQYUz900IyzSg+RcU5jnwegpwLuUzbXW2EwVsoMoJWngV4+lzTADHSHOEDOi++1GOx8IJr2XYNC2/dpieW89vL/fMAh12u3S0uDlgBtGk8ey6cvIZ3ybW57068JOdsf7QENGnTm3Xee5Oy6lthfVhtqI9wX2Rs5+CBa/usYZhEBqB3te4y0iFCO/LCyYqEDcgQj9elp8FaUp3UsXWbKtY4nVnv3OoYZSIGztVmzdEz5xDN6TADpruvjoGvmhRZ3NxXvdNutlAhGybceA957Bp+qm0rJDuNETi/puPYa9FPVAZGR9gp7AFFYZwbRDIx5XugdKm+BamsaPJESQ846Y4MndKw2T50orGsxvqxj+eDpeHHOHDqj/wN+e62XDgvsc54Cy22TMtAIfQx01wwM9Kg7zMqhQBGQMo3l2S8soAgzj1nrEiusgXGuay8jbs9lnPtlM6ult7FcSu2NOrqtOZC3Z73IZ9XQYt/z6ubF1n7NG3yXrziZHqs4AHKb4rHgaZ1pas71T8sSE709OT3bp8FycPYFRfF9pFU2WKxzVdvXdegHgOSxH/yQ0LqWsL5nl8G0Li9bCUVa6LCSEd5YGIjPkLYCOG8qums9mepyL4/rmcKJpUeAdbrWgtYpvTl+BUqr8V3bS0hOBaZNQMUAWgM8HbJhgWKOjbaAsQUcrTQNNi0QzR1ggUFuvFXGs8fp1sYnmFWX5wP72Bh2+QXGyrPaa/WJ0d7OsNOq/ZGBHkSW8G6HOOhkQGFokthnMVi74p4XzjEF7DTo1emxPNcvOgFADqItwGkBPhtUpm2pkTw0QthlfhHQA/ECpUGlpew8+9IOJ4v1iLSm3mM2O10VMvpX++LgvczwF4apUAopUcOGx3pymxyrHYa/1uqLi+yfnJ4gWq4TDssIal9+MyjV5Vk8lASksc0a2HKoBhydhnRLbROfeWEX3T7PztTLcwksbxuoantTc0Z7Jrq9BdF8Klkih+NEoXypWda7FOeVbr31j4V5dU+J5ZeFdS2dKXshDCBaFQoeyGRAxwHXFgheGfsWUJwDoi1A7DVUd4QF2FmmPilYwN0D8txX2i/2XXS8PAbKFiCfC6LphO7I3gguE9CMbCGVfgq7RoVzDHkjsGJwFEMjrDjlHJymA+kY2OW6MURD2yyx1ZKugae15HVqr7zYivZ3jtjLX+eDK/MlzK1FVmLITAnkt+BBRNEXvsA6w5e87vr44dYsDzpmMPoklf60nTcVXRlw930ThqfKJnHfyzzR25OD3T65uWqwbAHT0oInInoKOUtKwFLs8Tnf0n8rrES3ZUVpGphbZRioT+lsA2jWxDSXxAv92MDOeo1xRcI5IodKA1vpfn26cMiGdQpNAeRaX+bm1chuALIlnj/WJVMC2IxJ5X+1ExqEWgDUioVm0OwBYx2ywb95gCGXYTDJDdf7IF0PXIp+TVyOB1a1Pxo8c5rVt7pu6yXBy/NeSLi9XJfVXuVXB8TlunlAoYr5Wa+acdXBfuaN3rBmme0BexFgW9PXlcIkSqEakckOyX46UK4cSuJPd8YLsaRTnnkgdZMBd729eEKljKxOz9llDbKtUBCOse6nkpM7LEjXHkBpTUvI+fqFQg9aZFY9ZdS5TXb/NcbTwDt2qeThIr0P1stCtKvPp0VOjhxsEA2krKucb1MMLf/vaN8TBt66XkunUfnNhF/af/2Q8dj0Wv9ZZ7fC7HqJPffq7Jxtrivd5s0qdZX8lq7WdTTI3334MM7xoXTr2waInlN+Stfy16qDMZKX5+G8olP6+uB9C5Ba4M2q2ALdHtD20hmcap+ngHEJRFv9YOXrcuyXlJ+a1YSBLANcDxhzG/ggF4DxWHbYOm5vQIxzBobBgmlaq6erA9AFZqDzAWJeOAczxr3NfAo5sYVkP2S/ZV8DPO0Ll7fZatZN7XJZrttmeuffXQRAegA53Q9JGZj+pX4Cef/xVHe5batN5UGZukxsid1vXcGe1Ts26C33tXc8dJ/YefnvGllm59ieHGwQrVkQTRvKtWwteKJv5pq1LTE9pTjpgPxF2WODxZa2FwpltD3dFrmupmIEake/cd0ipdVCSgMJpwYWHkDRU9x5IofG6vLdAmKvrpLMqc/DbiXxprRrHB3GUZbw1HbNsB849phZ01KohpXGNLgGl1aaVaZBPmVe0hj4B8oCoCtHf6rjLKCs8zyQ74FhT1enMSgvsdBWG6wTzgHcbYMk3nmt/Ipxz00a9zzBQNuMr7Xcd8paz11sRYPCWma7Zho8zThHnxnYcowwL3Sy+bDjyLTb7Yv91yT+pTZ0jHc8qVI2vUPAanxV6MWuk+3ysbLY4HRwoNcW/9hH7qsb7v27Y4TzkI+Q9bUl613Wu8jmcrBBNJCC0FD4r3W1vndeWmCv9DDU7LOOjdb/9WbZ5fyOdDahOzeVEsNs5XvssqU31wdHQgCC6ltZIlrHR1tdmdkhHe5i6zTyDhGXseqZkm3pzQHRpUvBs2ldVnI5ePatPuR8WWRF/86un6kNKDPRVjoz01YaA0+LxZ3qDCuP62Fd797DZWVf29UvBCVW2QLGU7peXzCI1v46bep0elDXT1B5QLrASjZ9Xa+YLKSCNFY4ZSUHfdKL4Nqeag7IY6LzxVaioxxPrBnxWF7Y5rQemxmP/seyaccyILMZadWxM8VjjrVtu+/6rUvK6Rce7n85jThMwmZg43GObWuRHo9U2G+vr2OaXs6996/P3YTd57qh7Eb/0nMi9f6AMlOniRxsEB2Qsq16H8gZaf3ibU1tJ2JNlcci7K1mucUeowuPZeblvzXLUwrGBZWz7B1kEcp3Il56tcK4el0bgPXQ303o46WBOgaZdeQUailPHw6dLlhh7dibK4xTdJ1zpIThLN0avyx8xwQj+6lPbb2fEbxNZKDdqe1KVLcGixrYWQzyFBO9Qs4yH6IyHBvtgWlLGKRK3ZxWsmf1BedNAeU5YR1TuqW+8MqzEMvcNYrVbAbmeaUAMi2gImEc6SIfvJBKyhjrmGNvSjNhMTu1P2exlVK8rmZqpUx/q9csOBJde0aGNCbaa4MWDhOplcjcx7q9dnM7vanuOuTx3PHlp9fX85ZYTLT+osD79QMK0z5Zw1/0Jko/dHBbMieOfZPlx5cp7rYnB7t9+gatAStoX5+LdthSTil615tHUVr1W8wx63lpnMdpjLJqr1/NDtfKJmVqbeqBisxel+o3+iUAkYke+l13v34X0aeFd8oE5KcPd7m2V3CtKFPciMefsD7rTJXb1E8L4Mv/xtGxyNGsfvUSlDHQrKfTQ8XGQNJKs9hnzuOyFjtdc7CsTtG2YehY7WefgNw/y38PGOs80L4Fwkt9ysBd9Qsv1y352XLdTVqmX5FwOEGAhHGW/TbECjXDy+wtEFQa60SwxCwz6yJJD8lvLlPStZltLxaX/UuZdbEhOro/kPhszyE9Ldpm2gfef+0HwP2Ut0v+p/416ghas13w8cj7ekpqZhjRNnv4nNqdww7bbHqex+cUIM+ozeLbF9mOHGwQrR8apZho/aAQilE/nDSYE3veOanZYM0OMyNd8pcZaAuJTZWRh1iLespzyr9SmW0Ls828daS7BR+k2/gjBDPQa0MXSkcz0DB0NpHShTgZRww7JLemzCZSy0iXSFKvbpnabsXXNjeOgZ4YrRkQaOVx/LO2Z+XJJmy19mPqQHjx07VMdKlzLT8t8DsXRNfosL+WrtcGDJf5SgGIJgXRwkC3K8VUhoC1joVGGk+sZ9rw5n7mOZx5arvSjBke0yvMdrSTz/ahdVvlo3RqaQaP2IY0ZtsSBrApsz1/ejQWm1UORn/lOqU5r222H2OL+33/LuZNVTj10uB9YWCGvB0AvYBo3YZV5UO5xJBLv2ldL/Z59hR3K+DQPuHund18lj0AcrBBNJBTi3pffotoHWuKhZqTimlMjn/WotkZXZYlGOkeuC4B7jk6c2Ub9mrmgvb6h4+ZIwLCum6oppt+T7Gq8rq9tJ6NHO7SOFSvTi99k7w5dZfEqyPnk2wC1QLaXCYA4zLfCQON/jgmjDRT2DqtVHmJNfb2mU0t6WmgqsH/nIOnO4d9DxN6Dela/olYLwS6Lt2WoHSndLiPhi1bJAWIM2sYfcDM8/g/hH6RlCG+p7cRF0ARW96y2vaS3DFUQP/2whGssmlaXrdlx2K2ow8MkKPfNigs+dcgxoBjtMXArIbFjMEKqW6n/ms7XriJ1X/sC8+SInlaT995Pb/yecDTLwPeBcq+5V8I4nHoZ7JuspL17L7dB1Za+pVB+7dMcXcy5WCDaA2u9Dd4PZWcnGsd6VgoqUY8JOYBQw3k57yNcVt02tSsHFM6m8g22OANF1Rxj5khzfCA7jogdMCJdcQBNaS9p6tBs7yfeaHzPAnMplIiNS2QKsI4bDdSMymE/Na6HjNukaarAISmZ59lQRV5GRqNTAFmS9fS2e3mgVSLGa99jk61z2uXVae3cZkSiNa6NTrkQ1doQxeAdeHEbY28LoR+BcJhE2W9fLeINTdwBLiDPaQMaL68c16e9y1209KNv3MWnMtPrYAYY4br/MtfAOwXiikAlrKt/sHryHdvqXGP/dbHiuOmGVxyUINnj+tO7dltyY9vGkPP/oXhwRgQoBdA2UQ8prx8zLr5TPQOsDPn/rQLWZjogyDyANEIR8SjDzW41TIFFOUB5IFK/dDbZiiE9n2vpGYhlTk+8BR3eyAhDOBr2O86JLNzrJqBlVZpcoh09E/pcE4dRrZXOj2KbUFOOurfjZFnYbVtAHi2Z92ip7765zwU6YRha/pNBorqAYZj5Rzq4KUxsPUAthfOYZXnPKusBtg+yWWLLuPZ0fveZgFkLs9hHFwv607peP4NYFoY5w5xX8/vLCLzOVt5bdMMy3gPjOq4bLe1lLQFKkVStjkFxGnFzIqm9sqLrmhfos4UiI4+WG2x9i0G2gaTbC+YPniMdBzI5+taLxb9f2sVx/IxY7uaQRYwqUF0OSQimH3DYT+ltkwfBwHT0sr0YeeFfHh19//Tfou+5DeXrtCWRfZeDjaI1g9ajWIsVKHTNSOtpRbola6DUKEzV7StvQTRNQB5DjrsaNsDUWOM0AFYtz0D3WeqrlP1y6HnUAxr4hMo3SnynyN95ooHVkWsPOs0tgDsbsTzq0SSeiA60VEAWkI59O+kkG6oBSC5YgJ02b2CATPvWzasspzPVLuIFa4lwmW0D5aOleeB6JJOjT1PRwFkyz+JZ87md7YkyMwbDpAyGOgeRKcH3w+ziPkxNjoNe+jz5TD1dvOQAlC5XnKAnIZ29GXTeOfczxzQ5uyj7h879CMHt9G+1TdcpydTujaDyu2E2U4uy+EZXLeAcTkCHG7BosNDop26GPKO7MM4LvF3hxTe99IMPeGxzFM+pGn5nbgGnLMc2seY6EN7iVlOATnYIBpIBxTyjd9bbEWfh4ycpii83VCWVhn2QdrAgyRrQiA2pUA3EfGHF1JZq7zdXjz62HV5lskyq3Og7XpQLWUlS7pIulZc13n6MEh36vIysFC/u+l9YPpUspprpeU8mY/xrLK7FSFbWTQTzTru2Dnl0DiAcGiEMNDj1IUeo6rZ39Gw2nSnWAMN2XGPXebGrSZ+s69877E6UPT0wbJAuaVjAX+rvxg8ey8h3kll2WPwHJDOpjEC435XpqYT4anpRMeWPqPNGGiJ9Y2ssoCJ0qA81o15MdSAgbBmoLux3jQMpLfTD3aLumJ/k+nwdPvSgW05475SddnhIVy2doBhQEu33+jXFNDzpmqzQWI+gC/aifHhHYAT2BnhN+gY5WXTAYH6ZcoWsafbEmdPsfwTeKz7ULT783DqacBMvvievnR4x2iJiT55crBBtH5YMQXYGekeSukK+VP1p2TItL7lJ+t4/k3Z3k9hltnatiFe+4NqsgLJkqgX7JCHs+yvkXaXd1p47nC+dVj1aTG3K6xTYAogWzrbYqQZN3G6pWMB+BCA0KgyTb4vgwnFYKhhhb3r0NKzHOX8kn3Plgacun4B0ZZYgJh9t0C5iMUuy3/2wQPYVp18UNWMGazTqTbIFHQiyTzPsiiK5NEKgzUyLuONlBnM2UytYzHTadpoPwHXzKAyAx2Seixdb0o0II9x9ZlevUAMVBkYdULtN24Zyz9eDCaVfGYNy2/xd5q1zuOT077UPnN/xz4JCNk9JmexYdhLAbkn9nGxgXpA7GNOr7n/l9hk6+sB25w7TeG+x0SfxnKwQbR+IGj2FkgfOHrOspqFVESmBvDpB0oNU6wfcMJOTZWRgPzT/EScJZoOHkQW52jbyEwH9GlNNxyirs/3GGgxt4OUgeYqA+0LFtFT5YmQm1XCrLKcYqWv61M6jMdKfrEdD3NpXb4frxpkC6VIvLMoN00/qLBZ9bo7FgPNTO8UAw0qp0Evs8eB7HFZrlPb8Zhoa+RkSfR9SoPpypCKRFfXqV8IpoA3SyluepB2RSxzE3+PAwGHsrIEtxaLiZ4Si22eWlhEM3rezBvpYhp2nSnLyVPSBbI3tRBLyhxrgMcDAkVX9HLwOz0NnpSRfpryj8WDgRa7mjO8YdD1/dPsfuqztQBNylavsYJw7tGefkFJ+81qd373Sv2KdTPb30C+Weg6+0ulHf2tEQsU61CRPK+htLnfPRfZlhxsEC0SUMdEy2/Wm7Jbqq8Esq3//LtGvhIBtD5mKi0MaR2r0rEIqrw8zEM3pHf+YTWqNA+Xd2qxHT4ta8UC0aD/7BvrePhJfCuJxT4TjorYKhh6QR0DYIxd17ipCUAYwHbCQMtvqxPmbiVW2WOqrToZ6Oryln+g31q4XVPMsbZl7Xvt8lh8K1370yBOTTekyX4ExvF3tihKA7TqDar/Hfc7xLjmOWLFpvIiKrrz03CJlKkFNCPJ6Tlrre2naSlY7cgnnZcy5amPafnUl5gHt062qfsi9hOzsvq3H6/bIGXsY9mUAec+5GOu6+L/aRofk1xX1xNGL/sUj/22pszzgGosw/XqvtP9EpKSHmNcL+kx1T5wP25Sz6EVcGjeO+zGcmg/wktPohxsEC0PIE0R6nPZYqD5oVWaOcLSlYeLMMlTfkHpbXvaudNV+LiK6H4XtjnkDDSAca7oNbPVoY+T7ug46NOEq2wAnDDc1Ax0hxR/MUu9GymRmxaPIjolEA1MX/xcV5a3yuuWkAxTN+S6q0Ax0Az0mErXjWEWVjPDK7KnGWNQuv7PdTLrzLasukHlWfhAWCDa07HAfk04R02oB0uDOEBwSPIWQNHSNgFdaEZ/2yaNSfUWjCgLz4qQxh5r+zwFXL6UtGaMGWzpwYc6fjr64LHfMW+aHY5t0OUj2BV7Gix6dTJDzmzp1OwX0Wf7uHTwFrQWkJ7fhTjswWJKrWMlXwZ8P/MlvQG51worPL1kdmqvLNbx1Hbyvt3eQ55nM/HO9c2uqUW2IQcfRIswgikx0DVUoxaLUsyDnyLI64z8KRE/Nrn+dL2no1jHDTDbHcKQXOgLjXu8dyE+nIUqTV2vfI0wMSj/Q2Ffn/6aaNR5I/lYSQBKG/QCKDpzXBxF5YeQbiISxqFDPISF1sxpoP0MtFoMqt7nxgejjNbjxvLGdZSYX5Au+yl5DJAZ2GvQa9nw3o50v1ltsvwagLK2L3HNMiVdEqoxpI2xyeqAjlPQNQKsFWMry3Qj/xQ9V5gh1mmlKe6Y3UWy78e7RkYyZ79j3VZIRAp+bNZZs8356no+Eyp15uw8qIzXbymbHstY4gNsO89jbTlkQ/d/PsuGvMjkoQ1sy/Kd267L8aBBr91pW8p9FCWYrx010dHM4E+Dk+1cU4tsLgcbROuHhT7X1pS/aUx0yR6LBsHMoNaI9m/TCYZP1wnNpX3W0uy6rwcAjQCcmGD9+XBZ70RWlwowZrYayNlqS7dGNA7SwiQnYyXGjawrWGtn5v02WYbbcHYnJ2j8mOipGF8GgyvEpbUtoAsnne0yM83A0iqvOw1OmgWidVs85tfS9zZPV8Q6Mby+mIi17oB06e0BRHdNSEM0VnmcczusKjjuK9ZQxGJk5wrHtgrItVjXtC677jgrhO+X1vGWkrZiqi2/Iquc11E7g0dapwbRKSC2mO52oi18zErgj9l0y3dOz21Y83Vz3Dnb4Yd+7rtdl828W/asttSev1afyetASeYD4jzOu0p4LMheyvR7wIGWgw2igWm6sKN9Rhg1gJXtwbBTQzmWkNt+MMmagToV45R0n5b8CwNj2RpdJv2rk0IfNtCFPuwjhB7gtUMdcnj11HbMUPNpZh16TrNmVKwR5iH07V1+8z3QGwiodfXiJtIHVf6EuFllZIYNHcYxMtEhTQNtSZoVlsBgsgQ2a7aSDQbG3mbpBOO3/q+3qbySX3xCWOmWneH81wx3svy22o9biL+bdCCgTDc37qM/CTqE0bf0c72O993d09tazlkPOmyTDotsacqIakZZ205B3VQoRM4ypyyvBoJToI0BY6d0PUAsB0+HnLB93d4U7Ou6bCZfWtTPhuFzsDbrnR7r2M8MdlM23AO/OWhm+3wsLXCfM+/xXLAk+lpi+VPtdAVBSbPYc7udnGa1U4cWlabrW2Sv5WCDaHlYMOso57pe/huIIFqfb3PAr7UEt0gN3ajRDa+iCEz7sQ3R9Z2KMuWf9HttGwL6AYWNmrVjeM53gx0xJ4ckIAJoyRO3+KMEEE8/C1hz+iZSwndaB0hPyQxLNRFEN4FY4QpJVhIkGWfeyAohDx8RMKed3w34rS3vgMsknX2ywDIm7HlgWtvmlwSul18opE7vZOI+VX4k4NmaVWPY1/M6IwBrNa9zG2LoRgeZcSNWZsWL+rNMbC4xbIL3S6DXGuSXs8NaNwIUnxkUBjwF7jlLrAFsrGN6juWYzuEjIHug/NSO7Y9VdxpSofsPAIS39sQLsZj6GmG9FNm2uW9y5nkKTHrM+xSTa70QcF3yOiN22VPrRaBOrPOXQ4tmPmV2sPsHU62cioTdFuVgg2iNHLxQjTn0oSUWa8x22adIIUT/BJmdygD2ZIr029TCM6wjxZseLLeanR6AXddF1nkTtzSo9sY78uHV70dzq/bIR+tUtQC2fldrMEwjF2KIxbioSQEQN8b9Pgx5Bl7yHfSc53QCehnIlE1u/hyaYU01V9rX6bxvDRr0dC0dBs8M2GXj9nJ7GEQDeb9L3dynGlQruzI1XTolHZIp6YDhQT1MTdcOnxW6oAFd6oy1oIUFXDcVzRAz22hNQ8dAaZ3sSxnxXbOwtggLmS6kwuDQH4DGOrFuCzSngDkfLBhPItGdmkLODolIXz5SptXqi1JYhzVg1OunPDQl+pO2Mw9x0ReQ1ScpKLf8LIXMTJWL/qV+9VPaCQOd9pN/VtWJfewXOVXkYIPoYPxnRhqIDLSWjnRKdTDLrO3qNM1069+B0hdJRfeXlaf7zdPpEEMDVB+bLChgHgfv9LGK6zzP9QaR3Z4jJTzKdfPp1VBeA2TLa+v/nqwYvGlpnH4tTeVh4QqP2dX/LWBYAqgeYLU6istNlfF0uY2eD5p1ttprAfQp8pb7dtjvuK4mAuY20AwbybLawzUgC5uE0M+uMWRbzKwVizq1BPQm4gEyZlAjQ5zWLb+ZbbWYXtHVHdtlG5R+mofEl9xf7SdLzirrunKWOa/T6gv2Ke239Nh4bHXrvgjFttjHZzoN5LP9MoaJslPnmXWuaimtYqhfHq2XxPj8SJ8OFmvNWp7koUZ809kQUixM9NbkYINoIA1g5YeOHDyLOWZWujY2GsjDOjTjc6qyzZbvp4JounaTfhMQUXEMQ+gHwbVdvwlLvR7K6XGdzC7zTIp8mrWUJro+J1VukhaP8CyRuEAEypp55v+iPDLM7Ih1o/UAtoXkS/Z0o/SzwWOg9eBA0TmkOsRjnldOvteRBD6zAHSvPmaiSxsftCndknA/yu9GhWgM6WtholcKmNHqgW3TRCCNMnOnB/eJeAOdppc+tqUcUpGysBYrrXXzKeR46jxvijsP7HrLiIv9+qW307xYRvcbH484TV8Y64x9kcdh9+VXWb9F+/k0c2lMb/lktMBlbFO0aPlntS9ND9DH2Zu6sMzy674oLWxjta333T5mASHrm96j3qfc7tRAQz6eMZ1DjlZFvxfZWznYIFquqSmW0voNKqfteHVJGctm7YNO/5+qcxuiwclUXbV62xJpv3fcKvwIwx9r3mcoE0HVJYuujB8LVF36sASk3ee5zDodpdU0pXT6sC2rbt4wtGuchg72/9FIAwR+5vDbgohmOS1np/K4sQyiLRZaA0oPaAZjPxj73JmlrcQoe7rsq5Vv6VtMNIHgoqi+lWnr9LR0gIDqGKIBDPHO4xR0iOEbQycxAzc1wCqfzi2WrRUGYh5D6LGw2ucoOdC1Wd+g2p3mx/aIPWZR05Micjdcr1VO8u0XgLS92m56fPQJzv2YL22OrLwVFx1jeqfF7if2Of63jonejzp2Oy1mP/8akfvI54l1rLxyuXh12emSOt2n6RcV9sNa2KdKFiZ6a3KwQbSIPOyZzZyiDz1mmnU0i6vrsuxY0kDfDWK5/WCFvb6xZLes8BzRfcp1CbCo/UJgmR/sr4djNi7I0vZgcTXkdUgZad1dmpHWS3p3yGOipTmSJ+y1SGnmQg+rsljhsYy5BBwL29w0E/jLYjwZ2E05UrJriddg/UVHfNAMtAU0S+xyKSZaA3ZmrGvsTdkvbVbsd1A25AGn8VAl0dSzzHG/bWQL4wwbI2CmpbcjowoA6SwOJUZ6rBs5iyjs3rzbCcfXlkGN5ZfFGtZMIVdmh+2FQHIdmz30FjWZ6lvxJWXcmWVOl8OWND2Y0Rt0qWOieUGXPtZ3zgI5tn9WO3V6fhwkjwcCWucdzP4rzazCM6pwjHYprKMU855q2mf9CvVLgnM4R/qloe+bNeyvHYvsj5w+IFr/F/EYaknn845DPgLlhYJN9kEDQU1NMvstei2lWW2a8yTSNk52eInXJ5Jmv6pvxJwHVUfXjWRbwlQHrQv7kOvDFWAfPhEuz13PzLTXjClh36w0XuxE0oDISsty29rZbMAgs6VaakC0lLXSuZOsdAGVHtO8ctK9tFJeoDy+Nj1bVhm2x+Utfdo6Va7TegXpEPXbEH8nAwcJNHdhAAuySAqBDnuatPgAT+qGZqm1zIuFjmCqDhTkLHEet2qxuNFvZiVtZlqzmmzfehikLHG6r/3kOiXP7scU6HnsdbQtdYL8j3WmMdH57B0yUC4PVSiLP/tIbocXjMn7N+1zbgP3a6wPWZqVx7+tLwf5zarMIkemuTHSdJvmiN1OqDZUi9xDF9m1HGwQzfdZvp+VGGjrHs0Uo9ibyzaLvt4sGpLZP8sfsbfJAiy1DPReiwbOu2mTFqd9MquELPe9avrsEwbrL3nCSLPLcugl3lmfHiWWmfOs03BTKRG8QN+m0KQLqoTQM9KyvPaKGNCgAakGyAzyxkpgn69Twp1gAXTtg8Xs6hho0RH2Vscjr5SutbEdi01mBvoQ7TO7PMVAN8h913ZJR1jlqsuXdPvluRU71zRohYkWHeTMo5aU1YwxpBbAK7Fztcxdr7vZVZICz8hC1i697el67G0fi1xiANOYVZZ0RpCU6bXZapttTdugdVemrt5PGejYHg1U11iNR36OlL5U5Cz/9KI8ndlejoevZ79TO3o/P1beC0GJ/V1hnb006GXJdyNTLPsi+ysHG0RbJICIAGX+HsKsDk+pxkwp1wfKs9K4zMkGsTWyLT+lbyUWQr9A1NRh9f/UcfF06NgImOw6mDHUTRiKdzFNzFoLp3ROunVKbSL80UJLRnSG2D5hnoWNFmAtOtpowkhbbOmK9lPixxdPp2THY289gMog3wLCDWJ4hFeW62S7pX3Ptx3qPwbPzkuCzKohscyt6iNZAMUTWa4b6OOa2+GNUmbZSJlnzUbmcw5jBKW5LrOmJaY5Mtw1Mo+1Tuvh8IaUJS7FcfO0YbqdzN7GuXlTsNnbseZhjsAPmY0cnHdOns2Gc1tsxjy3Md3Hur2yzIrmaafE9i9nlLlO/t1RrZ7v+linzL/dLmu/jikXKfefnupOrqI55zVzy/wStJV5oveLiT7Nsf7BBtFAjl485CF5nM73BTn3rWntgpEn6acC47upbKsNFnASlFlrV2xYfVyIIQ+hBxmlNgiobNscRAMRYK81s42URLfAcumUEqy0icgy4haPl+HHASTrGGgB1XpLMJjHlDLQY/0aKelabxYWUAXSGGENRC1wy7oMaEvtnQLn3qZn/rDANQNm7tuhTKds9ixy/18PCpRZNWqkC6GfdSM0arnu+NBdGyyzyDqJYS6zfTUscy3z5jGVdWX92FkGGcxas66enUO3QewIc6vtadBptyFltv0ZKGz22/9aUHohsFY5tPyzgKNuby9Ti63k7eFZOcptsUCsvISlfpXtlV/q7C8WZb/ms75dchy6EUTX2uGZO/LjKEdjWbHwZMvBBtEWsmDgrPM0IhKRNL436FABDTI9Hc8/7/mxlwMLrXZaIg9yL9xkbp3YhR1Gq7W6nsoAiGWVwpXaF3DZDjZYV8+f3LU5eNYMdG2k0CbvJ3Jo5PSrxa+agdZT2gUGxBbAs/7rMrzvOgEbW2nMxfjLYr0ZjO5QuuQdUmkWkLZALwNt1tlBZGy0LodfcP8x2J+xtat+W69Csix3O6ytXmKiAWGr4xR1bbAHl1kPZYt5jkxgZHZrGc1a1lPrbwtEl8CRPaAwtZMz0E12y2F2Pm1nCqq99qY28kVg+CLKWXRrgJzfbg2w9QsDh3PYgyw3ZVhShtz7IqAZfa6RXw5swG3Fc9t5HR3P0peKeA3U3oFTKUcse8va+C8UHFrVohRW5MjCRG9NTj8QXdK1mMqg/nMYgKRZdq1ynK/DR6zfXtndiNfOkv5uffBeMjaxUbt8+oTuyDqvUwYaXdzv1lE3CeNQx3sd0E+Jp2yXGGioND7N5nYz2/dwqSUZAz08P8e2MVjWgK8WRE/dhC1nS8x2KR6b90szY1ghFgxwPeZ4CmxbAJn7y/rtvKB0Sq9rBEAP8c08i0bh4CfMsfrkYM8VnMaXakZr/vzEvlixvVOy6YpsObhMQVG+LHfj6jKAioPvkPmWvyikPnizSeT2rbmmbRDts+jM2oYsT9et2WZdvx5smPaNv9jKlPigcDpN2uotc26laTsClktsNS/pbYVvpC8C9dKY9lLP8xS7D9KvIfZ5s8j+ysEH0SUmVV/vciVJmd2s0ezVqR+QcHQ83U1Yaast+y27ZbJLbahpH+vQvgwebNseV+ys+t9tFxnncbGVpk/XS4Q3cl5A2XGazaebdptJV0tqupFxrYiwzTsr9Et7D/9HBlqc5me9pE+xpPp5zvuWeA3WgJJ1GWxa8cTCRFuD/Hg6PM0Y61APXYbtWIu3WHXpwYxNwV5pU8elbYD1zsBENz0Q7lQYxlqvjOOIgASLKc4HjGkA1ddhD1ZLF1Txlv32/Jn7cN900Yj8k3ZkD3lwXz7QLg1tSQG2HvRWOw1efoHIsZABieW2CICdHnDnhX54x17AaHlQZCoagG/2nWCKZfatcnutBVU0c872Oqe9pa8RMPst5tX2mxzF/rjzeS1nZv30gfqc0GE/C4A+uXKwQTRQZoT53OocvZIdDYi1vRKos+qe0t2EgNnNteP1w37UXWuHj4k+FoZOGHSSbNXOYOgmLoThMDg+BcQwDv2bGWguU8rfRLLTJjhbg8hA83M9OJvFrAqgFWE8ZzXMwny6bv3cKDHQHqDfMFxiV1sw6rTSdB7rDP/11HXjIMIBQLdDPLMO3ejQFE8gi2mz4mEjuMyBRQRfABCBWLpSXP0gprkPeJ+FrKsLYKbQZpHLjKW2wyEAFvOMxGYsb+drH7TfYl/8huE3+27ti6SsLaiMDb64/bHuALt/50n5fLBtl49d/rKo/Y5pNsvPdgBkPuT9n6eVJCTt6pL03kfvU3cu3N5dAWghCRbZtRx8EA3EB9QU86sZS3kOlBhp0RGWuFQH684V8W83rO6cuqb6a0p2W56PB4tH9WqKV+sU7GUM9KC7HgYY6qnuxingBhEdkZ1VZKt1ldZHCXGv9pQISC9IvWgL3ypHMrPp25Ng2qG9GeCsmB3CYkkzkMhOW5iKHeYbtgU+tW6Nf5r5LbHBh5W92uXDdwydw2S3xGiXtsHu+jDiNHYNRva5HZbhjqsIeoPK7EU5+t8282Yz0im7HFm5kNVdwy7zzBb1Ur+QhSf5VGhy4lkvBH7cdOf0l7XPDLRmRK14VWb5u2K785eh1N50W8ox4OlAyhhnmy8N3qHBelcwevp89o59+oJns9elLynMTNf0W7Qb9XU7UntyO2tVXvpiK690Vl6NlL6AbDo15CK7l9MDRAOR8tPnusc4B8oPzm+vnil7uxWxOeXHyWaSN7ER6L+XP8X0T6UbdkJAZKC7QSUMKh3GxUnGYkpHRBZwsZYKhy6r0vhW2dF/T3RXWd0m6eKPgGnNpI8MtPeft1L6bkB0Y6Qzayv5FoAvgXoNXsNEGrPEtZse9Fhina1+bnqQnMzGERQD3WCYTaOflk5PSQfkAMICAFo0Yyrlc0CRsllevKjF4JVWc+v9qmerc9/5appfPmeOdZ7XTmZrLZaTY4TjccnZTw2ZOD998WGG2me6c127Lfn/9Lf4wux3yrIyA6z1diOdYV9ssz+6jN8GK5Y870vvS4NlP5USU62Ph+x3qpy+tXGb5gnfB0pfRiZlGVi4NTl9QDSQPsw1Y6lFHsTWkt6biNjb1kwbGmwEx672eVvAfa9F+knfATxG3zt2c8SwIyyzMNKagUZIGWjWEZ/XKtaaGWkRfVg4T+SEkWY1QUvpYpVZOFYrxNlFPFZ5ZrxuBhxFLIpcO8+IX8ponZLdWj81E6y3Q8rOqqCj7Vis9SFlg+uSGTxKPiodPX3duCT3qhkHD7ZN08/xnADk6UVDRCwWMjKL8UCUp61LBxROLQTi1T1XUuZ4M0ljo8tTmNXM0sG61gI0FjPIcdhxakGfyddsMDP53Df8AmUxkfzCU8O6WrLb4+rb9b+kADBjhb0vA3noUr5wjPWlgfM65P029dLK/rGIl5sOmo0+27H9NXH2i+ydHOyeL52PzBrlL5c5A8a/a+x7L+i6fvaDt5JogLG7azDa240N7rca/Rq/a/rb0uVyAZFRduqWeGFJl4VIMp1ha5S9kYUW08E+FWoPq0dqMm7Vp8CoN7Rj9CkgzgXN54xViXVuWueoBVx5kB1vJcBrlQmUvuPYterx7AbK5zqsLTh1eP3A/WbY7IY8mfNZ/o8M9LAwSmShm2GaujgXbDp7Qvwd0/qHqZ72ao3VCHqFhZX0+DsvEz/x67r1Zsdmih+bbjqEYjeb9lP3VZv5qmc50Oyk3b8CrHpAq4Eaz27BM2ZwKIm2Pf01IZ9lI/dN+5W2icN1mJ3neprsN7Pr5WNo3/mssh00aM3PsdhX5TZwHbaufTzSmUikHlDdzAD75z9vGM8p6zraZMuPfZyecobIPXY/tpnvxe973/vwuMc9Dueffz5CCHjHO96R5N9666142tOehvPPPx/3ute98OhHPxqf+tSnEp0vf/nLuPrqq/HVX/3VuM997oOrrroKt956a6Lzmc98BldccQXuda974dxzz8Xzn/98nDhRQ2+lcrCZ6KlXAJ3Pwalyja5JV6/RPGdWCCuvxKQKCzvFYGtAJH7uNhZZt3s/yovPpTK6Xdxv+th0hq7e9/JU3SEAq6BY5TCAGtbRsdFD3cJAj/HTIY2b1oe+dDmWTl3dTOvdbAWMi6tITPSYx4APtG+B5003kambZCCdkp1g/G8KeRpAl+KdNcDV8c6lZcSZZRY7om8x2zuGvSFPs8+yLHeMgQ5og4BmZtFShsubkaGGSZ3LMtfUzT5sLszAzxcubzGUqW4qPrupr8aQHCeum2OW9QtJrMfSZV+0Tqybzw+uS5f3Y49t/9Kwn3zg6RRYs6LhY3yyLaXwH6+PrLQIjP1zoEuOXdqn3J+WX3NimQXqpoB6c7HOyY3niT6F5c4778RDH/pQPOMZz8DjH//4JK/rOlx55ZU4dOgQfvd3fxdHjx7FL/7iL+Kyyy7Dn//5n+Pe9743AOB5z3se3vWud+Gtb30rzjrrLFxzzTV4/OMfj/e///0AgPV6jSuuuALHjh3DBz7wAdx88814ylOegkOHDuEVr3jFLH9D11lrt53acvz4cZx11lm4/WPA0ftAXi/L0tEmsiYdvS8jxrispVPSZR3eTtB/vQmiOoEUHOo8/d/zS4NTLjPln950v03ZsfpC/9c2W0orlQfSvoD63+b/O+fYy/LfbRd/60VXtMi0d+2w+ErXDtUP9nXIR9vl1dWcosoEOtjsdoMeKAsDfmgHcWq7pt8XMBdK4JIBqLftUOV6s5h+i4ZnZpvtyf5uQbT85qnsdox0TtN5zIR7unqKOw3KB786+U8AugfRCjw3q2FJ7mZcHEWYOHkAl+ZsnlokJbUTAZn3UOaDVwr90LJbEF0TztG3qUlSGgVUUgin+8GOBWeAo/vI7s+c4ZY8GYzn60Y/5LjI6pCWLg/us8I9ImOb939dn/h1pnWF4rHX1tPBdXkf58fU19lNG0rnvC4P8DXE9eTnSLlN6dm2LeHrQ4dzrI//Pf7nWY/C7bffjqNHj7o2Ruz0cODoPlGox08AZ/0JJn2zJISAt7/97bjyyisBAH/5l3+Jb/qmb8LHPvYxfMu3fAsAoG1bHDt2DK94xSvwrGc9C7fffjvOOeccvOlNb8IP/uAPAgA+8YlP4MEPfjBuvPFGXHLJJXj3u9+Nxz72sfj85z+P8847DwDw+te/Hi94wQvwxS9+EYcPH6728WC/vmhWbZu6Xtlt64rU+GWBk1NdavpCgyjPRm1d2o7qUw7fGIsEjPHD8tub3k6YX6kq2Q/970bbQ4rJ5hw671RtEOsJg2JoMM4RraYVTvu1BJKnWGprLmQNWjnP+kxohVvoOq2wih2yZaXpPK5jqm4NjvlFY4UcIJfasJPaE9As+V0A2iDhGwOAHmKg+9CNnoWOAFqDVr2KXGTa0m01hm5wGAfn6YUayqEQGkRpwKjLW9vuwjCmbPQzRPRt7Nu1GtrM4SuaWYwvJUBkLPXn+bwPom7+Wd4KsWhM3TapK/Yhv3lGH6KuFt33XeJ7+uWipX1d1uqTUp1a0tk7SscnPR/WdP55ZazjUN+GYLYhstJpqA0fD2H6I2NunwMlMJ1u+otQXdhH3Za+0Oj2HQQm+vjx48l21113zbYhZc4444wxrWkaHDlyBH/8x38MAPjIRz6Ce+65B5dddtmo883f/M248MILceONNwIAbrzxRjzkIQ8ZATQAXH755Th+/Dg+/vGPz/LpYIdziMhDfw7dtxvZi7p0G3YjwtBuW+b0sQCjqXCYuf0o+jKlnd73ZEVlDL94QZaVuh8JSy0+r1YDWy26q4Gdduxp161H1FSEi/dYE8Av+atGMc8WUNYGS6BatkNU3rLHbwce8reYagbRHrvs1Wn5pQFwgB1awbHOPLCQgXVDuoHqaagO5Zc1iLBTC6nINHYp69eLMGPp5/VevFCNPs9ml61p7ER/iglMP8VLPeWwjhLzWJb48uAJs9V2aEPqjw5b4f6rZ+f1Z38NqFMArRlC7i99fPO+hanrtSkNTdEvCaA8O/zH8i+eb6tkP6/b7u8WASH5agLkNwW/Tbocz6QibZnXhqib9hEfj9Qug2VLpyQtmuorQDP3lh2uM4JoHf4183oTkmEf5YILLkj2X/rSl+JlL3vZLBsChl/4whfi137t13Dve98br371q/E3f/M3uPnmmwEAt9xyCw4fPoz73e9+SdnzzjsPt9xyy6ijAbTkS94cOX1AdEAZtJXKblIGRrlNbGlpsB0AvBcvEtLHJdQXjP+WL5I+1V+cz3Zr6tG7w35H+rwgS1DHNwnVUDbEfAgDu4jUhuUKJ091gYVJw/BnHPAY4r4MKJS0ZJPCJdbZA9ga2GpbbNv6Em/R8F49JTDNneK1gUNAdBqncxu5vKdLW8c2ArJBhMJAd2ohlZ6BThkm3Un8KV0DPa3LeWnsbRoC0Kflcc6laeusWQVKQCqGGWwmNbbTa2aqrhxw5iAp79su0Q1jWWT9q8vwS0kOxvrfTVZX9JX7z2pffr4wQ5v76JUPql+tLfWh/JK0rQCGvI7It6RMcvrykL8UduBz0mKVAe9Yyf7Ui03u/5RGrNvqTftcz1n53b207p989rOfTcI5jhw5MtvGoUOH8J//83/GM5/5TJx99tlYrVa47LLL8JjHPAYnKzJ56yD6ZS97GV7+8pcnad/0Td+ET3ziEwD6UZM/9VM/hTe/+c246667cPnll+N1r3td9lawkciDdw6YbpCymSvarxVt5+Qcy5Mv0v9W/+k8ODpaV/qz5k6k+16elQz2V6RT+dLVNL36eh1VhYEWRrppgKYzBhgqUMlstXarVmQp7zF8o+ljoRPQrkEng8CaGGhmZhlUakCrwa40OpCOFg16ta9W3RpMe3VaIFwYZItt5ryAyFrL1HZiZwdxajspe9ipT9kV5nmt2tmz0D141guppDNhaAY0AuiUaYssqj+Nmx83qUHEplPmiZQWRdmIGUvEWia5rm5LuA2afdSgrFV280GI8a0xPw5B2bOPWcpA22EMzEynaV5fi0/RB55eL/XDAof+oD8M/aPDK0rT9G1P/HPTOp7W8bB18z71z4G0nbtdCIhFvhGVxgFYdaahNfkLbpWcBCb66NGjs2OiLbn44ovx0Y9+FLfffjvuvvtunHPOOXj4wx+Ob//2bwcAHDt2DHfffTduu+22hI2+9dZbcezYsVHnQx/6UGJXZu8QnVrxHne7km/5lm/BzTffPG4SqwL0oyZ///d/H29961txww034POf/3w2AnNj2fB8Us8Wh/qbaWe3cuq/VPpikybxf6mPPb2STda3ylB6MOrQoRG63DiFHeVbjHTCYrNbRhvYbWvT9TUhrSeZgs8rzMAVan+Kida2PJ293HRdVvy1BWhL/lnx29b+VAy0+t2p//nsG/K7GQG0XkilCzlraTGZnToQPluYx03u9Vae5kz7M2/jqei2vWmApplW71ikv7Wu/GZGOj9meZ16P2VR+U6kda2bZ0e2UwDPbWA9u0xav+XD5sd3k6ncuN9sX9J+zvswP1blcyCWTcuXWPupLeVtas7VPL2B5dNXmpx11lk455xz8KlPfQof/vCH8QM/8AMAepB96NAhXH/99aPuJz/5SXzmM5/BpZdeCgC49NJL8Wd/9mf4whe+MOpcd911OHr0KC666KJZfuzJu8jOzo6J5m+//Xb85m/+Jt70pjfh+77v+wAAv/Vbv4UHP/jB+OAHP4hLLrlkXkV78gpA9vebXZY27fXS37USsDk7LyJtKi0cA6QsNU9HKF8YPHtapyvoBNJRx1fY5bXRThkwqBlpU4cY6TEvAM1KNa9iikCZhQNANuWernOl2VtpJ8f+alCswaAFOjVTa7HCXJcumzVC6Yp49qaYco0hOM6Z45Mb5Ky6ZqRLi6ysJnSNqe261TB4cNWHbqxXadxz28TOyRloHUOaMmWalRRdyY/24ltSLBvt5YO0cra6FM5hs2HTbGQpbrpcrsSMy+wLc8Rmtuf0ifS7pSvtjLN69GIdl1L8eqyrB0ppu8szn9ixy2majoevia+fktY4L7Yt3owguo+9NsgxF5BpDcKbOh4S0qOPa9Sd13Z9RXNIlSf5V5P8mMkA4llyEpjoWrnjjjvw6U9/ety/6aab8NGPfhRnn302LrzwQrz1rW/FOeecgwsvvBB/9md/hp/8yZ/ElVdeiUc96lEAenD9zGc+E9deey3OPvtsHD16FM95znNw6aWXjhjzUY96FC666CI8+clPxqte9SrccssteNGLXoSrr756dpjJnnTjpz71KZx//vk444wzcOmll+KVr3wlLrzwwslRkx6Ivuuuu5KRnMePHy87IOe2FydbyvdsfaXJJv1UikvmvFr7AnQ5cEzvl8prvxTwC0O5zji+IRAIHvRlyW+o3yEM5rtBJyhWWOog/wJ6UD3ZrSHWrReQkX09SwcC4gwkeoORZgFqC6yyfk1+1lDlB/tiMc4M3L06a4G3xTpbvzWg914uNGhW4FnCN7oGaFchjX8eZ97ImS094E/n5QtXpLo5i5kO/EtDDHJ2LWXf4id9S8R+np6ydXbZaR2/XN+W/BrJmcJpezkzKensZ8oWpmn57+hPPkVaSMrns2rkvz02lf3jNKstXeKXSOprak/ybTs2+7rXLJb2yTsXrLAMr79s3ZiflhE9P9wl1y+1oKOHWP2L4PSYiE2us1NVPvzhD+MRj3jEuH/ttdcCAJ761KfiDW94A26++WZce+21uPXWW/G1X/u1eMpTnoIXv/jFiY1Xv/rVaJoGV111VRI2LLJarfDOd74Tz372s3HppZfi3ve+N5761KfiZ37mZ2b7u/V5ot/97nfjjjvuwDd90zfh5ptvxstf/nJ87nOfw8c+9jH8/u//Pp7+9KdnU5t853d+Jx7xiEfg53/+502bVpw1ANz+F8DRezuOTDHI1rzHpbwO9jzFm8yfXLPdM5S17EndXp43XzQzvSX/LN1SnXP7hP2r0dH2RKZ0tV9GWsdtEDMt8vmih/2W2Op1C3QOSy8Ls2wqwkAH2pe46HFWjkPDf82kChDUy1YH5LG9emNdC1ByHpSOiMVMSxmtYwHiw7Rv2S0x5HOW6dYsMzPQXmz1wDZjBZxYAesdiXkOWI+r3SAu5Y1++joRzZQx+8WMs0itrsWoapa01ynPVqHFY0Br4kN3Gzvr+bXbmOg0L2W2o668hHBcrO7bgMj06xeenN20WG+u02JJ+UuFN60Zz+tcYmgtsf1L7XB7538R2FykzVpK57p+AZ3qizlfIXK/pl8m7DlY5ol13um8E8fvwP8667vq54l+5D7PE339ZvNEHwTZejc+5jGPGX9/27d9Gx7+8IfjAQ94AH7nd34HZ5555kY2X/jCF45vI0B/IlxwwQXz2dLditS3H6EWAgz2e6DifvSpZpdLeZqB1ulcntlqfU+Tqe30PZBZ7drjGuK/psG4OEsTBhbSaJPosli6Y5kAM4ZaprVr1DayzxaTbDHMNaytxTB7dpghHp1FehxYT2+WTbYPR8cC+Dq2Wefx3M9eOc6nGGhhn3vmGUPYRhhm3WiyWOdsn7b04e4xznFaq6ibs9gaGKT2U9bamj7MZmu9z9aRnfQA7abhHFZ7uO6YXyM2gyeSs3xp3/gMvgbHad+LfjqHMfuQx7nqdlnHNn+v18y3LWKnBOXYv/oBa/vDgvqDIgP1t35ZjOc6M9DWlx4gP36gY5BL7lOfmn7K3M2jVHNU/KUink9lIJ+J3Nf2Q06V0NQ9kj1/F7nf/e6HBz3oQfj0pz+N7//+758cNWnJkSNH/DiVEiDbtkhdYR/q2+C62JpIO3fBoLqiASv3oeTJ8RQdLiP760KeiAbeIqrugD5vzvcYWe67bYF1F0FvZ8RLi66WDrauSLJwirKTLPW9GnQGYF0Fjmu32hAJeV5ZN2MG0VOstdcGrTvVTo6N3lFlrLhpDZw5j/Y7Bb7bHajVB3sGuhtXH2zGuZ/1w85mIyX+OUzoBtLtxZ9Bou8siyW1gLuIBTLLn+0F/NkyJ77WkmkGed4Nsi/D/uQAtsxYpnn5dIL58S1Nr6fZXcuOlrlTDbJODTCOL3FzYqNrAffmYsd8l+f0ts71zmhfTEvFOnbT/dfrr9TDs+YY1Un+gteO1/jJAguL7DmIvuOOO/BXf/VXePKTn5yMmrzqqqsA5KMmtyoaYG1DxM5+MsMHUQS48MuNlaZBEoddsB0BbDww0GKruc7WSNNgXWwP+8L4irTGOSQLs8iCLMJOa+mALNQjACY7re2CdKQuGaDYMIDUbfPiejmtFPtbM7CQQS5oXz83GrWv67Tqt/wSsfwSEGwB4gZpiMaKNm+JcG1zyGsPIc66sQo4sRMHDbZBh2hExkjHyjJoth/y3kDAJtPlT9wpC8dhBfbUXjWLckwB2anb4W5BhA3u54NoZvK1Lcm3WT4YQCxQ36Z2Yl9zG/LjUapTH3vdDgZzrXF8LeFjnvcRD2hNX8bScI68DXsl1jGKedbxsM91XngoPXb8ksohJGGy/3TZbYv30rARHNnPgYWnOV7aejf+q3/1r/C4xz0OD3jAA/D5z38eL33pS7FarfCkJz2patTk1kSzmtuS/WK8D7poppjTgRxEe8fJYpnZFlSe1mU9rkNA2gCgw2BDVHhKO+vQi44syGKFYXSdMylJxTNH2xvDOAYgDcmT55e1eaxuU9Cx7FllOW1sGO3rdNYpbdy2sVMcv7xQDO/lwRuYSPud2tfT1rVNQLvqwbPEPfcgOgey/W/Zz2OYLSDrDyxMAbdvx1p0JQUbQApO7ZCBMoNZy27uBmT5DPk8AMH9l+aB+hbUt2ldbaabHxfuW4slna4zHyhnxQanun0dtpT7zTqntK/x3GzMNuy16BeRmAazb/MvMymABvWXdxxTqXsh3A7znNssfYla5OTI1kH03/zN3+BJT3oS/u7v/g7nnHMOvuu7vgsf/OAHcc455wCYHjW5kcgD8mSCXAFvBxlkSx9uO4ZJrnMNcAXAMOht1D6zxDx9nV4gR4sG63qJcFB64+gqRnp0q6HikifAFvbUdgH21HRrI5xFQjb0fkAEzqsV/KW9GQSOlRt5DC71DBUrI88CmzpP9yP3NYPyhvS4Dg/Yi+jBg9ym0iIrzDqLbmmqu6GsMNDrnf7/PTs7w/LdcbDfCewowKzZZmQPbj9UIwJuHsxkTW1XM6BN61osZ8lfyw7L1NRasS2biz/AcF5QZ5lV333f9nm8by/2wS9b+bGxpznU/oodC+hZzDG/jZZZee3DtDDA2yuxBvn5xyP2Z/wKIX2eX5PannetWC/I+y1ddl5s4MvCRG9Ntt6Nb37zm4v5Z5xxBl772tfita997XYrZqbxZMjJrn83spv7n9f3km7lB0PH8ycY/ztDz2KrOyNd+ySgjRlpKpO4Z4BfdE4XOv0agGx6vYR5VooygFAvqDL+tlhi3jiv5jeX99IY5Fr7HsBmO1Pt0GUqpqGbtRlx4LyQShfQL9O9CmP4RhvkAc1Ty6UgKQXIEbAKs8VxjTn7yCwyM7TMqvm6zOLmjGiua4n+DO4Js6ta+JL0bdjs6lTdth2vLWk8s4Awqz9r+lbbsdn+FNSmZXIg5zHbqZ+5/c7UmT52ef01Uj4Pdi820153rpeOZ84c8/EA1eudk9sR64HIGn77F9lfOUWn2z4JYrCPXzFiMcW1wv2mGeOAnG3mNNmHY0f7pVlqFmapoXSZ2daMu5SxQLw+F/RgxNAvty0iDLQV5+wt3rKyiIMQ8zSYnsVAW1O1WToBJnCsZqK9jdvDIFqTh3OBrvbD8o/bbrHLmoG2WGtlr90BuhWwXvUA+p7DO/2gQcVAr7EaN80eAjl4thnp/ncE0hHQCosby/N0Zz4LabHMuszUlFlQ5dfZgY11sZ+eMHMnLY750wPZLDZVmN86kT7wP4N7zHHK0Nq6U18YAD3tn/Y99ctioLlO6zyZYo6jP3KsdNhD2k8lNn2u1Jwf84SPkfyfPtd1vLT3pUEk/8KQt2HbAFbgfTmEKvd97leZ8d63H3KaY6qvbBAdsDfs8bZsbmpnr9o1t/5AaV4ekLDBgNLJn5s2u+zdc3S6tm/1kQLpY7xxNyR598kussLa9TFb8i2/CpIsrqKY2Wx5b2ZwPdaY0619T2eKodb/uY3MPFvHrGSvxhf2nV8IuH9KID0oBjoA7bDfysIpjWag00GAKYjJAUoKfDTATmNk09CKOgaU0+pY5ngQNNtWKm+JxeSVdKXWvC2S45X12jsX4MX+nKpjmsGf0p3q7/QCsRloID8f7DbYurrdaTlmV722pPmxD8RGylfYx5BDIjYVPkdTn8vneomZljJWeZ1m+RLrmCf2GSi+aV9AvwP9X+RkyVcuiJZrzVhoY1JKU79ta1o4WYBkrijwd8q9AQprbU1NpxlLrbNSeiI6T4QBmvSdB+Isllr+e2w1y5DXkC8n1HGT+Zw3EZkX2mRzGQBaM1DMYaJ1PHFwdOYw0VJeCx+zuUx0iYHmGTk4Btpj5w0GulvF+Oe2AU7srNCumpGBXqNfZrePg+4f3NZiF9wBpcGH8fTLZ+fAmFeK242dXMsyAynLzEyoVacltUylvs22CANY0HlTTOp0POwc8UDSmvo47b/82Hl5JV1vtpV8dogI0Oy4eLsNlv1UJ2VW+XyzmE15KdR9EuvQoD+vk0Hg7uKJvetr+ly3lsz2znXuE2lD+mUmmLr1Lek90v6skbNM1gwou5qHfYmJ3pp85YLoGtGv2PtRzrM1V8IW6wdSllhsMxgt+VDS5Typq3SP5f4Vfxq13yCvr8REyz7rAAjWy0jXM5WJn4NfyZLeqn01h0SHceiFVJIYaM2ceiysBaiZmQ2UbtnUtoNRlv/rdlsvMNZWssft5XKlgZOcrsvwi0bAuJBK22BcwlvmfpYY6H7hlHRmAj1bQavSRYQ148Uf5AHI7HVktVNWDLA/V3vCjKV+T+xMPxvSsxhRS+rmIM79y6XGDrOFnFZfv8XmxYvfZnx1f3DfRAYY5GPO6vI8xdOssFdn1JfzUMpxO/1+4D6xmd60j5jR9djdvD67nfPEKj99rufMNFQZPh6ltpTDOEp5umftrzhWWf+8iO1Z5GTIAqJLshs291RjgTcVfqZJuwSklhZN4Vhmi1nXulZ9lqSUVgTRXM7yy7MlTzH//pWW0Wy6yNA+c4VCY+YOFpnCLiYgBZUlVthjnoVhDkiZWbHHLC7PuOHV7YFd7bve18w0A+wp8Fxqb2mRFEmTJdB1ew8hA+B6Bo62AU6sGrQ7DdZNyjLrMA4O6ZjDME6xmhq4lZhtS9heyrpG8D81y0QsX2IPtzdXcI2dTRcdscVmv0v9Z+W11LclXYshztnl/LjU1GnPuOHPnOEx2zWzctg+2HZr6p4rXnl/0aH8hbH/XT7Xa74KpXllpj2d3bl+VpMSUz67H+U+uB9yumAhRxYQval0apvSaVE/aM8DprsVuU7n2BXwy4xtg5yx1aB6yg99vTN41Yy0zuMynugyHvhnfX4x8CgYndco890AkBunbNczyVO3uXHwoEiDNJzDApMMGnmfQe8cXavuUl4JRGtstE0QLb81s7yj/nPIimHLYqDXqzgPdIcGbdAAOQXSkYFuEjAjrDOQs4maGfM2EZvZTuNzWfiztTford9n9i4HeuxDWhdIb1NJAWhZD9QnvWw+J3Xa56WBZyUw0437qNDlY5h+3UjTuIxmtHMf7AVHcl0RzSrnbDwyXS/kyPbXE2a0N5P8eimd65r19871mJd/Udi979tqb2zLsmLhyZQFRG8qtSy1AGInJCD5P8fuXJH7QU2ctQY7zCDr+yyDaxjplujrfTdLebMtwI6Fji/9+fOVGXALRGsdh4EOjv1u6D9rIZZMmgFIq/1J0MoMscVIe8B0SncTMK195/1S3lQ7rReAQPtSzmKpjfZ26ne70w8ibBtg3QSsd1bDQiopeBagzCu2MWiJYNuOO9VgxoqJZikxlZboWFkGdpE5jvv50tQc2jH9oN4tswjMm2nDAmjMuG9ad2lJdWZ2p3T5hchfKjwHpzZLmpe3FhbhLyC2bu5H2ie5rr4eUpBZZvA92T2oBB2PGB5ltWHqXI+Ss/R5v2G277tpq5Tn47oRE71fs3PsVz0nSRYQLbIp+zsH9ApAk8GMGmDPYav3WjSInZIGsQ2B9jnPmkZQ0q0BfHyv6ZQO16mF/bZAsYDzFelY/R8cHfbHq3/uTaSGjfUWFrH2vaWtefBgUGk1QLYhOxpg62On7cn+pgMMeXCgxUAzS80DDFWZcSGVBuiGpbzbJg3hiKChH9glC6sISLGWQrYW08hBczB1mbmU9JhWB6LzB2sEPmXAqBdHScFSCfDsFkRPfQa36rKAD7Ohm9SdM9uR9UtZTQswat00L2WFg6onZ45zRlsfB9bPy0S/cpDI/onkflisPwNnHUqSnie6LZ5Y9ubI1LluHY8YtsLneull1e+L/WSC+Rxa5OTKVzaI5rvKpjZqy3aV28mWOdclM9D6P4y8Ul0afFlM85r0dOiGtsH3M+5X9kfXq8NUpP7WKWcx5boPUME+WyL2NmFoeRP9lbK7MupgEMz/g1GG83S9LA395j7epJ1W3dbgSUrjpbxlawOyEI6UgZY5WSPzXNpS9kuz0zzqnx/cKavGkn7utyU+YJk5s8JFrNAOvW8BRavObX2mrpEyUJ4Poj39NO7XYnxtGyUG2g7R4K8H8UUr2gDy48R2MJaN5dO2xReNtA9Sm15bov30hSX1j9tSeyzmnAPii32uo9gGZqDzfqpd9jt94dquqEdJJh2ATlbsOhVww1eofOWC6DnLdNfonios8n6IBqprtW8x0KB9ATUi0m/CUovoaezmLqQCSgPVad1vSyEftbq6Lzzh88RiqT2mVzOuNQw0DyzUC4wE0mFwqgcCTjHQ/D8nhWzmWetadpg51n3A7WXm2ZqVROkmS3kHDDNxxGns4jzQmnmWKcbqlrEWAJqy1OUp5EqxuNFuPePLYEb7btVdw4z7g9S2FZtZP2Wex1zabOm0eH0S9+3pA7lvgeBMEyd9vFJpaZ/bYT92jHtnlrG+eths99S5VBPfnXJROQPtlS/L/K8a+cuh3zfpcbVDUKw2eNeFiGbjNxF5nYq+5P6leUDbNWjbmdfdfk5xtwwsPI0l/+7l681lm0v29kpKr621ZeT65zS9MePMrC6zs1wXkyKcX8tk6zqYQbbsW+X0vgbHMOr0fNB5HuM+5Y/lX4npnQK2HiPN/0vs9RSI5vNC27TaE2hf69b4N8d3J00vpCJLeXcBxjR2PFiwyYCLOK5ZOM0gApFd1IMOLfYw/exfZn7nsKwWI8ghBrmuz27qdvKJq8vsRuaxyDW6Pns4VTczwrrded/kdXE/8bGP/4PSB+Xn5519DuX7Vt/Yx9bSA7VP+6jP25yF1mV8FtuXnI2ePh8sxtu+vtJjycc1b4PoWfn5zXtkh+dIGEsjv67IPxO37O6aW2Rz+coG0ZbsZrEUYT47bLaIy26FGeApCYhMr2ZxeSChBZiYdWXm2LJnscTiM5Su2NE+BEOnKehIHZZ4uiX222LcPV22yzHgFoDXZT0GWrOuVky0XlBEl/Xip3U9zEBb/y2W2tPVbWFdbqdV99RLgsfASxr3hW5/wLicd7vqWecTOzvZKoRxSe8URFuLmUS2OS7IYk+LF3VE6hdHEZ3pcA4RZjDrWOYw7nuMZSkecx4Itsv7S42z2P6VxJ5VItadx0ZzHDsz0qWBgMxWp6EHKQPNukGdQ7Z/1jmZM9Ac22u10w+j8I592jc2m+59SalZBVOLtahMLvl5C9jXl39cy18Ecj+tlyagbeu+fIQANGohAl6ESNsc97uANgHqG1xrCxO9NTl9QPR+ANZN2eiDGuYRkDKsnCdiMcfevu4PDa4sBlrbtu4Z2i+PNWaQzunMous6LB32gdvHvlu6LPyCwpsFJGvSSlug34HSrXwrDY4NUJ7V/lK93O4aYO21b5gDGmFgnmU6u4CedW56IN0FiVlOQa9mAtO4Vf5srhnAvAyn9zZSNsuOT06F2dCSMPiwp8rTuk1SVtej7ZSmkpM2by7TIMuqcy5w91haDaqiP2VWV5dN9dheGO1h3M/Z5D6NY3Y1o5r7VUrTvtpsuFU+B795H+X6zITnzLPVx1Mi/ca2fLH6y647PTZSVtuJv9P6u84417sZ52LXoQsBcRGB6T6Rvu4UA70R+73IVuT0ANFz2NfdyNw6NDN9EKXEbFsMtIj1fNV3Mz1QT8SKXbZm0fDsWSw3s8M8ENCbOxoq32Ok2R+rvdZ0eJaIPQF9IrLPLOshymPW1SoTYLPUwUnzwkJKoByqjP6t8zadlYPnfLb6ghl30VGzc6xXfRx02/Tgeb1q0IWUJV6jwTqZgSMybby0txWrytPfbTsmWutOg+iaOYyDac+L/5U877a229hoj/UrSc2MJXaZ0otAzviWdXLmuKQLOgf4C0OZ4U7Z35xZtdlmnskifeGxWeU5urotXaZb7pMamTMjRWrbXuI+1fWuSX0TT+10XYO22825HtC1mwHgrmvGst16pg8LE701OT1A9Bzp1HYy6j2VprLbRAQYSXv0b9bhOZj10uFy35hioBkcMwhmkKrzrToa2HVyW7Su5YNVTsSbes8TDTb1xkCWV+eT/wwaGyePWVqP3Q3O/1KeBaJh5OmNQX5NKInVF9xWmn1D/o9x0AOA7uOgV2MYh2aLNRBI45rz+aJz5i0y0NFu1OeBShYQE9GAiKWG8Z0Cb178dfohLWcZxfcSOzuXGWY/5t0iLf+m6im9oNif6VN2018Fj/uGAbG1ul96rFMmlPtEvwCJvegns9ExVIHZaGbb8z4K2Tkr/sU+YgCt445TAOr1Sa3wOeGf/97XA4s1B6zzRzPsuo/7zIBOMc5dF/b9mS7kddcFtBsC8UV2L1+ZIHq/34w0eD4dQHRAOt0ckIPogBxoi2iQ5S2oUlhWe7QndVj2GPiWFnEp5VmguaPfDNgtv0rCgNRjg3dIx4p3nloGuyaPAfE2QbTnSwk8c91WX+yk5Tp6gZClvNsmDFu/kMq6ERCdguc0lINDNvKlvv3ZEWxQngIPDZimF1vRaTVMdO2S1La9HGh7i4WwzAG0XG5TJrvmxUJkTmx0nwbwC4nHHMPQzZlP22d+udHnkC5fmjLPinfmEJypBTv4PGb/rHMpfwlMGehSn8wV7qc0j2fVSNuU2vD7LevjTukqBrprw0kLqWjbgG7u7Bxy39wP2fwQHwg5fUF0LePsrSTold0mo6wXW9lvUO2xrszIxlCtMgPNoFXr8GIrWkfSdZrH/jIYB+loZpqPa217p/qC28QAXjOttWKByxLruqO2OeDZWozEA7R683Q1QAb5rdul/8vG7LIF2NkvPdWdbhNPhaf6RJb07qexgwLQcSnvCHBTAM3hFylozkM2NKMogweFwUqBdkyPgKSXbYPoCBCa5HK14p1FNwcSZfC2G/88n3cDovv/dQO7pEztiwD3Tfxvv1hYrHOelzOfep9DDVIb+XH1psNLzzuR/KWO6+R2yXWhj72+PqIf1lcXXZfdx3OlXD5n3HUZ75wv9nGn2kCM9Oyp5rSXTd0ZK3XGhJMD3hfp5fQF0UAdiPaAcomtrlnKu0Y0IN9P8VhXXszEWu67VEako7RAZUB2dB3MQGvQzek1dc5tb207vXrmMNAiFmjVQNEK0fBCNawynFaKd9YgV7dR5zHoBeXp9jeOPdafAtMeiGYwboS2tAFZOEcbAromHzxoTUmXDy7Mf6fxsNYMHpoN7DtBfypnXS0eSKhnXRkU9MAg2gHlpaAjnbEjZ/90+Rq/pySCmE3F+5Rvy9QgSQa5uV/lGFrth8luDr891p+PVelLQGk6PKkn/z1dZ/SXGegUdOa6/nnntWGuTF0H9nLd7Jfur/QaSBlooNMMdIckplnCOqbO3czbANSe8V0Xsjjq2dfKfsZE72bGswMgBx9En+zQCGald7t8uGynigg4YebYC5uwpq2DocN2RCwGWnSt8rpODX7ZB2uhFyidTumV2mlNr6d94DSWnODxAe3UQio6bYf+a5bWAtGsy8yyBquSZoFy3YYV2WkoT9tb0W/+P/VSYC0qw+C56UGzMNAnDq0iC42URY7scj+wkNN6YNwDCL3sNxCZ06hjs7fC4IlYAxNTdi92rjXQK5aZO8CwfjAj63pMtvXpnBn3ORKBzGbMXqm/cjFiXpWdTvWN/C+FwfCAzFQ3nd5QwKwVCrHOjoPu85z95eOgy6RfPvI2CKi06ix9HeFj3il9DURtv0Q2P090u33Jj691nZX7C2i7po8/VoP42rZJ45G7wc7afzETxWYVe6HrAtbVgwMJ8LdN4tMi+ysHG0R7TDMDI06v1a/1QftSw36XbO3GF080WzpXT98HmP3lfL2vbVmgmp9LJZ88P7kuvm9xe2p8L9lmv5klh0qb065Am8culzYpa7HMnBaMdIspZmCt07W/pTZwGzdpG/td2DqlK3HQPQPdx0J3IYyLqfibHhzFAw5T4C1iMdbp5+qUwevTc9awT2d2LD7YrROrhskrMaoWG8m65TqZUbV07byybM5QdtnNoK6u/JFhz8phMb39bxi/NfOLrC/4/LPLMgiEUaZU3mKgrTakdUaf7XNUtynW57UllrXO503Pkzom27vO+JjTsVKhEmPoRsJKB/RT2im/O6g0z5uhXPJ8TR+23CKzbzrxq1CZJQsTvTU52CDaE4sNnmKJrbzdsNxy4uyGld4GkBYAy8trW2ww74uutQiJJaLDbdA+ADmDzIyxBqKa7eSBhTouucQGS1u4DtHV7bOevfbdLK+TbxbewA0NRK0p37zFUTTrqmOiA4DDSkeX8djbEiDVfWD5pxljzuNN90Wg/3OYaN0nWofZ+gZodzAuptIFYL0KaFcN2maVMdAimhXut6jLeWusEhuaEZQHnbX4hTf40FtQxWMstfSn4PQy5HMXeLEYxppBiBYj6Pk+JT5zOSXB8a9cV1txHKI/6ZcC1s0Z/HzKN22vvOz3yuz/uQvj6ONgsa9WX+jzQHT1ucT+ReZ9bp/s9Xli++AdXx03rhnoEUB3oY9/HpS6Nuahm350d0DPHjvuNk0LBLIidZKhbfJti8yX0xNEe1JipveLpT4ZUr6v+KCx/CqdisU0azsMTi22t+RviQUPiICa9a22BJXPLLLl95QPteyzLqOBdKC0ucysV75kM9B/yx4QgTD7yVtJR+zMbd8cNjpgiHdGxkB3TRPZZ7WgCrPPnUoXYeYuZ3NTgKz1RUox0RqMWOykFmaQS7osZWawIT/EP78ODVxq/PB8rxFmyuvLzAPR04x7npb2V6mP87wUhMfzSpfRZfU50lEZm43WadpH+Z33bWo3+ubrWv7l18hUn6Rp0b850ilfvZtxqW9GnY58ZgZafneDHc0Gzxjk141/BlGg2ZrpI2Ocl8GFp4QcbBC9m9jhOUzv6RbnzCL3PWaOS59hmPG1dDVDy4y0x0Bb7K3FHLMPDH5LbQmIrDpQZtyZrWYWXHSZBZ+SGvaVWdbDSlez0hZrXbJT2kosc8l31t1ks+wGI6/AQLerfutn4+hn4rjn0CFYjHKelrJsvUSQLLoAIAwyg+i1yeClAxhFUgY6ZcjSWFyxE6rZ0pIOM6nlGUHSMqk/6awGHP+bSjmuu+z7fBA9t66cXWYffEba0vGZY8BjyvMyYTw2GgTX1skvbTUMt7V4C39x8f3L+6u+T7Tk7ZwjNbHVKYA3rgfF+GYMtIo/7trQb2KnbeaHVgAITYdGgei2nV7+u1UDDGdPcSfPjP2Q/arnJMnBBtEsHttbywJPMcZdhc6U/b0QDYI5Terl30H5o39bIsCR7bAPLMzQMtMr9VoML6hMQ/vaJreD84EUBHptYT+tdsPQ1XV7on0Sf4Lxn9OYhbVm52Bdvc/AuZSnwar0VzD22Z61ee0rgWhLn9tp+DxOYye/A4bVCFf9LBwI/bLe0LHOaQyzNC5+stbssz6IKYtofczyGGt7VgMpU1q4I7erpTS7hNTF4QfMsEf/tX8pIOO2l8vb4MjPK8m8cuL7vNut/RUh2szT868WU/HHOcuqyzOo5DAMq6/tc037kx5D67zMfcfobwou03Z6/qV9ktZd6pO0v/X/eeeL1bcs6bEbfBgY6AiYJW2wx2z0oDOWHRdcCSaT7EkIvZGOVj6cPH/VVHubvJwush05/UA0M75TjCqLxxhrVnnTQHnLv22IBpga1HmMKrPCJdGA25oCTtfFYtWlfYGq37oHeAuxAOldVtuwGGgu7y22wvHhbA+OLvetJRqIAvPApQa4HBMteYcMO1qH81awWWtN4PFxLemUdGs3i4m2Zt7QOgOAXg9zQrfNwECHgBOrFbrQZGxzyjxHICBgk/X0yRMBaZn5Kc/XmwPbkm6s22bn2EeWHETb9hjk2/HNPrs55edU3pR4LxG5nt3e2jos/yxm22bIrZjjuj5mEG2dL2xnzheGOay1tm/3UQ6wLbY6zZvuE6uuTWZo8c5f9jVLV4yuXlYbktcpXZqlQ8dE186WEUKHsOp6UL7eRyC8DCzcmpweIHoOO8xsslWu1p6e2m6TO/bJEA0ONUC28uQ+ICBVgGmJDdaiwXNwypTsMPAsLSMu5b02cJ26Ldb9rqQ7lWeJBp0W48pgksHwFAC1ALQ15VyNPd1vsh8oX+etHF0GxJuAaEOvCxhXLGwVAy0rEq5Xw1R2oUGnGGhv9cA4c0b6YGegHXV9iWCEGcoccDKISQGTHS9qg5q5n6/ZV/EnByxczh7wKHrRnymgXAuI8zKoAlVT7HypnBdiwHaZZY02PHBa7uOUQc3PH6mTzyfdJz5DjXG/tNCOnN8M4AXM5uAz/bKT282/9HCfeP1o9dEcKZ8DAVDMstQBoGeXVfxxH64RgG7wY1idUIdQdG0YFmFBVqfM4DHWErpRxVuyu1E6nrCPi5wcOX1AdC3Dy0DNA4BT9jTQPpXjnVkY6DVIwWmn/mtdDU5FByrPetvU9xSLgZ6yw/dAD6zqNuiypTp1XbqOplLXy5u6lzEY5f8CHq2ZKBgMM3DWYHRH2WPdKXsayLLPuj8Z9Fq6XpyzFWYyBZ5JdxxAqAB0H8bRz8TBbF0KjDV4thm9fBGWKbAaHJCkgU8OKHSdsYwfzsG3q7kx0am9cp192RRo1MRG14D6eTNuiOQhA7b9zecc9kC6B+CnjusmfdxRfyKxn4PZFISXX9BqFm+pqVP7l7+EaqBf1rXbmcr882WoZyKsooMRekEAudUguBPATHHTbaGuToPcAKza5Cq24pk70jHNqqXGN4qJ3i/0d2Kf6jlJcnqAaE92O03cHIZ7DiO9l6BbQIzHloqONc0cM87WlHRStrRIikin8tI7aZ0d7k/tV6kNFtC26mTADPjsNdfdOHks/FxY0f4UO8vAWO9bAwtLW2nZb50X1GaBfA325b/XnikQ7dnT/8U/PYhwHDyIcRDherXCummwDisCzOm0dnoAIeuki02kAwqjHWtAoQCDvmxap9jPp9XTzB0DH7Gj09bZhVY3nZuc3jlLatcZL510yjKtmzLnZd9Z/EFlU7J5e+eIz9xbYTEcz57XzYyvfxysF7E0Blm3Pz9W8YYzVac+h0Wi7fw87pw0Pdg1tZu+WLSOrtVOlvnnS4SgbeefAwJCOVQDiCBVDyzEuChKGMszmM0HFtJ51Obn1qjZ9Ex1SSf6LvYadMtiKydNDj6ILn9btfNrgbXFWtfo1tjfDbgXCYYdfd1ZbKmlB6Vn1SG29H7N/YxZ7Bo73KaO8iSfWWyux7IVKJ11tcg9yVruW5ftjDyW9HmY6jNYld8WU8wMcjDSOF/btnTZ/iYM9ErpcxkG01Yel6X/nW67gOaAZBBhG/qZONqVxUDzYME0nRdUsT6d124iaXrj6NhsYUxjhtFmSed86rZ8lLrkQJSYS7us5ztcv0qMb00batpbqr+mjhy06S8BMa9mqfYyWy1+xpe33G99vvI5gaRsrNM63lFa+Oet/t2ZdfrnfWo3VNXF7cy/toRs4F2NdMA0G50wxTq9D9HoOgHGAejEXohlkwVZgMnp5kr5XddXM2eqvJo6WfYzJvrgo8yiHOzmaeaxVtfanwrJmDswcbcAWUDEVN0CYOYOfuPyHiPNeYHsMdPL7WZGt2axFRHdBi38opJ+w/T9KrHpU+y32JF9yw63lyXABqI6j8Esg2cecLci/YB0GjwLyHoMt5W3CUDW7dFAXgY+wrHBoNxpg8tAr1ZYh8j25uyyNbDQn+pu03CAGkmZvF68OOISWx11phdb6cVmca3lpqeZZ11n2b/SwMc5LwC6jNitu/XPH8zolRHAWsM8r5N9/ysEBpsWc6z7OD0X0ljjmnNqamBhXrddp345TfsrGHUK+F8pv1LGnM9Ja/Gh0V7XoOqg67rWlecJLWbSrgfgPgDoOFgwOAx0iM+P1j/n2UOsIvjo7cwBEGH3eGORXcnBB9GbMs35N7lyea+uTfWmxGM1WWeqjKTp/yKcrplrrz7JYzbW8ofzrLotvy2W2WOwvTaw3x4jPSVeWU93Kk//133CoJOBKDO0GtBaOla6p2fZtJhiD+xabLVXFsjrLfzvlK6EJvbxz+gXTmmanoUeBxH67LL+7S22ohlqATYaJKbsIcZ0S2dKLMbP1vFtM1tdFq8e67N6Xk8+GKyGWUzbYOVt8rLC7GhdGbh+2PZt/VI70xcLPr7ans1e230c7aWss/7tsdvpsbJ+c5tSWyHxI69H19e4dlMbILt8HgEeszp/QRMFdCdOloyRHgfuRXDc6d9Kt5PPY6psFAfohg4IIW9PF5CtVlh0nOurECFe9kP2q56TJAcbRE9NRzdXpsqdKgMIBcDUsN5aF7DZYc1Sa5a5xBzXTHFnxTtPMcaWvZp2chtEtO+yby1Hbr18WP02tagMS0AOLhmIWsyux0RbrDKz0hYQrmG0G+RLg+s2eAz0VGx0MOxZuoWY6HbVP6NkNo4Th3bQNmEYQFi7kEpZp9/3453n6NSKZvbsAXvTjO+cOr0lxtPQhZDZ9f1L2czpNrDkddVKibG0RF6W5og9SLJuqXapszTocuprhPQft6FLytsDY2OZFNzGOoN7LqVMeTqegI+Zvh7SdsfxA3ZbLN9Vu7PBchSfPEN4kZQanbGP12k4x7pt8jjktklBtJY25HkBPQPddYDl18pY9tuTtrFtLLIvcrBBNEtH/3V6Z/z29mvq2CuRa82rR4CfxY52BR2tx2nM8lqMdC1bXaqTy1p1W/Z0Ge0HVJ7VBpCOLu/ZZhvsP7driqUOxv/SZrG5Qf1nXSvdA71T9XJZGGke6PfseTN46H5fIfOha9T/JrLPPXDuGeiusJCKzUDnbHMeHx1m6tgMZ66T28633g4zdBYwS4FY6YLU5Zgt1fbyh7A1SM2yl9rRbcjbU/KNfZpqS/xfC6os/8oyBbwzBjVLS9lhOcG5Tyx2V8qwPWs2jZKdnIG29dN9DbqDAv8TDHJyvjdk1+4bYYuTx/AQi8yiFzyZIzXlog8hYa2Tsh36mTDUQEPzfyaU3nU9sDafGV3BToXtGlliorcmp1fzPCbZi4WWvL0GxnNEnlseO2rlCWjWC4vIvtYB7JhoXrbaYqS5buu5MjXThrfYypQ98ZOX++bYb6sN2hfuI29hFs1Wi67Xb157WRjYeuCyMfY9BpmZaH0vLTHRNay33nSbvYVPrHo9ED2lq+qT8I0TO6FfRGXVjIMIPQZ6WzHRUzpenK0wtJqtzu2m/sWyKcNtCccwl5leLXZMtMUgi12vTl3OAsB+bPS0eOVtsWYs2Z790nGoYefz80TA63R8ss7z2GpmcS02mHVLcfY+A50z217svD7XuW72PXkhaFVbHOZ4vVYAdoZ046waFbotx0Y3SUhIwkBzGIea5SOKiZQHHEJ5TdeD6LbuxXiRky+nB4ju1Galb2pzqr79lE0YaKuMZ6dBfLnQIJOvZa4TlOeBYWYfxQe+T5T6VftuvWBYbQD8Pin1X8B0/3k67FfpfqiBswV8mYlmxtgC4J4d3YbGKe/VKyC3lG/ZsIA29408FwdbEvvcrZh9ltjngRkzl/L2FlJJBz4xMBZA4C/IEhI7uuM0S53PCFIbphD913Vakk+pVmZ5tdiD5VLmUtvUjLJfV85m5vbi/2lfS3Xlvs8P0ZgfOmIx+GWW3v66oH3QulMLsjDzy4y6xS5z38TzNvebfdXXU16nHjOApK7YD2zX6pv+Qu+A+B9IpnfTC4rEfsAQj1x3DIVJrl2QhHW1X2Od400Kxn6Iz6GihPRnGCqbO+czNiizMNFbk9OjebUM9G7tWXb3Q/QFZi1GwouleMtz6zKWHQGDAgwD7Xsx0WyHRdsV8Zb0npqNhH0vtUHXb/WJtsd9bPVfjY7ll3d/KwFej0kO6rcHjLcNonezFUD02GWqLpl5Yxw8qMM3kjCO0hzQAmSt/XSxlTV2FGAWv3iWjtyOBi8WcPfinD1hBq80O0jK4M0B6uXQjxIDyn5aPpXsRakHvd3ob0ln/swbNkidLlPqN8tPftlihjoFmhpU23Mi5y9OjZkn9vOXrTr2W46RrcNfSdLrzOqb/AVjaP/I7jZJuES69DaMhUTCwFpXCM3rXFWEmOjoS5Pe5xMGOgASfjLihxkvaqEbxu/EfpklmwDvRbYiBxtEe2DOkylgzHb2aklvBr8lkWtD6wooYTDoLc8tAEazuCWWlRcU0fsW0yvi9VVD6Xp6OJ3G4FfsT9n12sC6XLe16Arb1SC4q9Bh0SBV6hV9nVczINDS5RkyWNcD4XOAdg1AbpCGegRlh9ur+0Zt6eqDGFcgbJtmBM9eyEYKovsH+wnsoGebV4aONehQM3hIdDSoFEbOZq3zhvZl/HAO9kUPBKtZeKIb02vYuTDasOxOscxct+jU2pv7YiH//ZeEGh22G+3PY/D9l5rpdrKf8fiyPzE//RKQAu+8DdFeygqndi0wnjPOvO8v9JKX7eg89nV7ljlZ7Y9AdNuGDETLVHTFx7Kwz3qGjUoxQXSHdPBeGwi4DvYtHFF6fmmx8EDNpXKqhaR+hcnBBtFAPSs8BYa9/L04OWuvZ818WuUtOxbbqvOs5astu1xW2/bq9i5mXU6zupZwugB3zy5QboOuvzV0PF/5BcVi8z023RINJC1gWQK33O/BsOPpcp71m8tO1WHpagBPz5aO00SaSN4AGBdPkXE7nWKgOxUHrR/GwgKmIRcRpLZoCvHOefiEPXuABrYamHAoCbPUsRM0sGHfvcVeYj2pMAup/a0RDzz6jGrKoOax0XDtpaEAAJI66m+ENW2rBcSWf2W9FOxadqzY6OmFcVKgXGKH/WOe22NWOAfa6QtYq8rZLyU20O6Mcnyum7o6vrhr0vmWVShFH7bRoG3pfOkwpBWOXdfPorFR/LQ1m0YHpOEbjc3+ih6nTa1mq23rgjXPlg65v1Mi9+v9kNOcJD/YINoD0DVvZnvFMm8qAfl0bFM6mnXtKE90vcFvEo6gT/BO6bAdrlPEYsi1cHu8dmo22HppsJhj3QZ9LHUa1xHIztz+q9HRPnDd1hzLPDCQWWVmqUtT2llT53mDGK10BslTDLSui9tNIFwAcvJQkOfV8GyVBVS6ELBeNehCz0J7DLQGyGussEYDmVYrMtBlJpp1RKJunEZPg4ySvVQnZaytAV4sFnMX82wgOzd0JP/wtsrqyoFd9MFiRXmqPM1ist1a0F8TrqL9qgfTvn+efqmPrS8BDNTXSV31g/y8PuZjpqfes1nm0kBF/SUmDPbzczU/N2M/1jHQPXhu2xRAa0aaFz7pNFsNoF37CLAdwPOsNUsSGerRIRqj43ITk8qQ3vt5QHtJSgSgflZNyamCYb5C5WCDaE865zfrnIyTLxTqLeWxjv4/vs2q34H0rfIszBKzrmcTlO/57O1zWUvfssfpU4y07Hv9VaqzpDN1THW9erNYXRFmqz19z65VlgFuabP8mKofUbej8uMS3VZstGKk++dUyDdEJstbSEWzz6l+ebOmret9YQaamcFg+pHr6DATBir5iWb5aOXbZWqE2UPV9xV1+T70tuV/2cac8Iu5wLhWN+qzzyVf5tQtTK/WSfsoP1+m7OnyHaUxy5yf1/5v9oHP07QMn5vWNUL1q2ngOrUBiL87jLrpctpaF/50dR16JnmTuOLMlmOn69ub6En6HFxR0uuAfiGWSltzZRlYuDU5vZrnMdBzlu2eoztXmPkEIpPnMbPiT4mBrmFURaxFR6w6BThpO5qE0XWx1Ex1xySc5bvnJ1S7eBo87luvbq+/vDpLOtzH2kf2QftuMcsWAy3isdZ6nmZtR+tYLLUuz8eDWW5mzoPzvxmA8qAry3MDPbFz4rD1STrtm5SB9llcDstosRo20dEMdM5IezoiaV0RdHrhIRrElurkd3wrJlq/CERfpEy+KIf4VQcEkbSTj0PNgMISO8zMrrUwyTzmWPdBWXfOIEuuY4rJZxY3r3uaye/TYoy11ed6TmbAW4Y9ZbQ5bl90vIGF3N7IcKd9nTLbeTiS1k37gnWH9LZB2wW07Wo8CYSRBhDjnY1p5loFwltvsGCHGA+2W7Gm0+sArEO6D/TPAmaN+ZleI3KPnRvnvJe4ZZGiHHwQXWKarfzS/pStbYh1bQeqQ3QstjWodNazdLWOBpdeGWa5Qf+ZrdblrPZ47a3V8/pFp1npXEbyS/0Hyu9m6lhi9aGWhvLkJmoxxjUstLVZtq1zxWKuuX5muel/tkhKGJ5DISV2uuAAsBD6qeuEfQ4ei8sDAX12WbPXeXr6G0DyP9YVO6pUb1ouZ7g1mycdm7PdOSM4tfBJn14fzuEDYIy+lspwX3m6KatvSWzz1AtADSOt+3iO1LDRVruihKStoN85uLYArK5HH8syu8+Mr+2rxUDb9jifmW6/nrycZqD1OY5usDvEQCcsc8ssNYZYaR1aoW4mSccGddPZpfAc0LFRYxuSdP0/0aV0T+QSL5WxmrUJWF+Y6K3JwW7e1MnjjZTlxVZg6E3Z2SthBlqzpryvdTu1D+T+aga1Q7qwiNbRdqy4aWsWDbEnwnZFR7dhyp5lt8Tke4u2lMp7jHSpTKn/SqJBaClEw2OSNTtdw2JzXTDSGaxb5SVvBhONVQ+ix2W6A9CumgRAtw0dqACsmzSec2opb95fD1s7wUDbs3Poupkd5pkLcnsWg5fr9A312mLHKceY7ZjGIAtueVvq4rEt+2maHYedz+AR+8arsyYueQ7LXN8XWoLZTpaSjtcnKVC2ZsPIv4Cwb1a8vm2PWWabtU7jnNNzKv16UD7XdZ3e9IFta5xTwjgni5kM+2K3FWa6Sed5XkcmO1bS5KB3N9IGH1/wc2IsA/vZOwVy5VCU9LznTev4ssi+yMEH0V5aR/mdkebZKelOiX6b7CiN67LS2I614IlmQYH8uSTpAgCZUdV5bNMqU1uXJdoW94PF4nJfiN3STBjad6tebZd98I6N6Ho6up8sYT+ZuQ3OvgW2LUDM/alBr66vVKfnk7dZPrEdAc8BY6xzD5oHFiyEYcVB6xN/GBlqi222GWWOj66fwcNioPtDGmf48Jg3njdahMu00Ayszab3duVU8tjrmK+ZSW1b11ESaaMnVry09F8qaZ9E+6mPln7uk58XfY5saFlyprVW6tjuMpMv/9M+Yd+0La1j52Hsf91P+XnA56ukpYA7vXl09Jv9SRcNmqpT5XdDul5IRTPPne4rDGkBrRrMl05TB8TRx0b/b4uBHivv22He4+cwzzU4wnuWcHNaStuU3BPyZT9kv+o5SXL6gWjAZ47nTIe36YIqzCQD8Q2yFIPs2ZGLaw4DXbuwiIilo30Qu62RZtlj8fzkKedEFyrd8rPGB2byud8tRtpbyIZ1OM8TBrVTG7PK1qZBtL45WayyxTiLrgfOWdfyiee6Vv/HeZ6FgdbT0w3/hdUqCTNbPCuH9Z/jptM8Zp9jnj5xPB2LcUtt5OXzvODm5e2eZiNTcCRpNhM6R8dijHN2mcvkNwFvVo4pFreMC4JpN/dns9jo3TLRUcTPsl98PHkBlRRE58eFX8Ssc4tnBNF2ctY6ZLr5lHnTdY7nsVpIpeswss75kt4hYaZHOzxPtMQ7WzHRNYzvJlK6z1tYwWOpS+KV0eNfNiX2FtlTOdggmqUmNEPEY6r3QzSw0wypBfg0YGMdnefZ5zIeW8s63Bfe23ipz9hPEWvBFq67Q+6f9kPXPQWUrb7VZAxPwef1sZXnPUs12PVArQeyddka8G2xwlzeAs278YfBswLRsrUJeFYAMlisZuw4zTjmgJaZZAbKFgPdkC17eq6oExlqDXoE1Gj7zFCnfnGbuO6UxfOngrOBDocECACbWuXPY5CjfduP+N/y0QKMVtjJNMifYtNrXhJsNrdGyn2T1lNipG2gnQ6kzNllD9AywO7TLKDNrHK80cW+kPM5XhPRPxsgy37Ooht1dsO5qRhkYZ9bxRbH5bhTXalM5pBOp5QLcdMdMW7zX5wmZQpEax84b7eYYoqgElliok+aHOzm7QYI8xvkXrzBesKMr06z2GoBbPIfSAFnUGXYjrWvxWKgrQuXPyOJXqm/PUbbqoOX3tZMsdbVALxmeXMNeAG7b1ka5OeD2JIyNQy8tucBWKh9Dexh6NYAaAa9wcn3fgejnJU2lOkobWSiQxiX7O4HCkbwLCDYkv6wp/GhehVCb8GSPF8D7BRA88IpSOykgDsHEKm96HceQtIlttMXAX3i6HwWXsGQ9TWIs2bBmJIcLJfZ4BKYy3X9l4Kp23Rp9cUagBvtTAF2W2pBdOllcKpP9IuP+JrOAZ0D2pKf/DJTA8q5nSWQDzr26TWX1tl2oV8mW3RlUZVkSe8eVLc0B/TonwDoZHntRsUqB3Fkb5/fc9adsNJ3I3sFohfZmmx2hzlVpKXNY0vXSFlqrbuXF6AGGCWx2D5dxgNdujyziQH24hp6OjMGaCtjE3tWfoPNBrJpG6yrxWsDg0zuI8sHrWMdD7HdUDnPP6uvvM1rP/eflc7HgY8j601Nl8fHnnWFobDqLxzzbtV/Ye1DOQLa1TBFXbMaQzhk0J8AwDVWOIGdbOPQDN7WWVo/tZ1mjHU91m8Bcr7NptKe7ZcAaEsPRt0a3LCuPknr+6RuW9MWQZfUtaLN6qfG9D3tv7RvWDff7LpKdu2+rqmrXAf3kWzxmNn91OfBtcv9xvbiIyq4fbyNTeqIAw31S6I+V/kcXSGC/rQNIq2EZ6hnc9cFrNdNP23dejUy0G0bsG6bHlSvm3SKubbpBxOuQ3xmrxGf7evCdk9hK5WTTWOFOToac9TUM7dO3uaIvtfv9Tbz3f5973sfHve4x+H8889HCAHveMc7kvw77rgD11xzDe5///vjzDPPxEUXXYTXv/71ic6Xv/xlXH311fjqr/5q3Oc+98FVV12FW2+9NdH5zGc+gyuuuAL3ute9cO655+L5z38+Tpw4Mc9ZnG5MdElP/26dPGu/VjxW1mJArXzRYVaY9QLpefVY+lrYhqVT8tWyzf1svUXzMfP80/VZOl6/ifDy5toGHwvPB48FqCPBoi4DV4vdrWGC2a8pm/ybMZnFRDNAdux2Tfq7C8JCh3GBlOQ3UuZLh2D4HacZMw7n0Kwwh1YgSbO3vg4OpdA22Za9WEovFsPtl+O6A7U3t19qV1quXrjuPL+OXdZiHU+b1c0Z7aifM+R1Nn2ZDnHx6kGxj6Z9KR3HuM8rQOoy1kwsIlKOzynLLy9PlxUfrKW8tZ14TqdtiuEUw39aNAXAELrRQE9jhw5DyMfANHdkS0I1OiCbNWMq3KIWYJZOER0yUpJth3XsNhzkAMqdd96Jhz70oXjGM56Bxz/+8Vn+tddeiz/8wz/Ef/yP/xFf93Vfhz/4gz/AT/zET+D888/HP//n/xwA8LznPQ/vete78Na3vhVnnXUWrrnmGjz+8Y/H+9//fgDAer3GFVdcgWPHjuEDH/gAbr75ZjzlKU/BoUOH8IpXvGKWv6HrNl8c82TJ8ePHcdZZZ+H2G4Gj9ykoysWjwwNkn3WgdPRboHUB6DLMgstv/TY5ZZfteXlWWzzfed+zr3Ute4B9IW9iR9vy+qSm36bydD3eOVDKs/ZLfclS+rIgTPohpKzuYUTgKm/vh4b/Om+lyjaGHb0vbIMuGwzdhuytHJ2daE9AtB5IeGJnGDi4asYwjhZNHxuNuHQ2h1ZYwmEPol+y4zGKPN2cZv6sKfN0nanuKtnvddLQD81A56wyErsSfmG/WARHF0lbuS3z3vCiPQvo2QuyaL84L22niOdX6WUBY3+U2hP7rCReW2plqo7al0HrHLDyrHOoI3spOy2hHmEEszHEQr8UpucU1x3PrQCeUjH1feWXH8I2ZFEVAcKyWEq7XsVp67rBvzYMAwqH0cgyaLADxrky1yE+H9pgP4O1ePdsS/ShK50m3rN3Sqf2uSG+lL6WeqfhnceBR56F22+/HUePHnXdG7HTG4Gj93LVtirH/x4466mY9M2SEALe/va348orrxzTvvVbvxVPeMIT8OIXv3hMu/jii/GYxzwGP/uzP4vbb78d55xzDt70pjfhB3/wBwEAn/jEJ/DgBz8YN954Iy655BK8+93vxmMf+1h8/vOfx3nnnQcAeP3rX48XvOAF+OIXv4jDhw9X+1i++xw06WgD/S+9EXr5ta8YFllRYjZLv/m/pevVNcVaSprHNHr6U3ambHn+1LTP07P+W/1RY6P2GFh6XO+UPud5fZd/zZ/eahhtTm/od8G+EEIISBjoMf5Z2GcMMdAhqAdzZJRT4MgxzhEYp7qN89tjpJlRRpJus7oaiGDSPorlfVY7tSHPXduGVZ9IXve8zS+Tx5zLdH0pUNNb7nepDvG/zepgMOhtc9paPu7lPqo9b7x6vbJ2ulz0uX27zcjKpnZA9VlfVPI2pLoxT8Jx4rkLYJyeblwYRfaHvFZNVddhyEe8oXTjKk2yAQnzLP/ltwDVln5vsunwi9JmYQmum3VaQ7+0wbBZa+MUl+PHjyfbXXfdtZGdf/yP/zF+7/d+D5/73OfQdR3+63/9r/jLv/xLPOpRjwIAfOQjH8E999yDyy67bCzzzd/8zbjwwgtx4403AgBuvPFGPOQhDxkBNABcfvnlOH78OD7+8Y/P8udgh3Ow1DChIjWs7W5EFuVo1b7UYS3YoQfRrVQ5/Zoj9rSObtvK0BHRdXMa65amuOO6tDD4tezourUPGjBa7RQdfaxK/Sj+SN2WDudp+zpP63JflJgLawo6zQprxlizxBzbHIw8yw6zzZbtQOWtzYvZluPTAN2qZ6C7Brjn8MA2MwONyByfwCGD4YrgGghohk41YysLzPH0giw2E81sdTy8QdlM2W8NcPI6I2jRPkS72h+Mtkq6WoRxtNorwDv2Vb14DLJuJ4t1jHSZCJK5jGVnXt1zdVJd2+dpicfKfnu2j5kI91fKNmv/6tjqNE/YYW1nVdSNeSWWOdXl9qW+Y2CXm3SKunFKu1X2vBgZa2uRFGGkJXRDA94O+RfL0tfcOWItMFaS0pgq9qvWHovcs0v2DsBiKxdccEGy/9KXvhQve9nLZtt5zWtegx/90R/F/e9/f+zs7KBpGvyH//Af8D3f8z0AgFtuuQWHDx/G/e53v6Tceeedh1tuuWXU0QBa8iVvjhxsEM0XSolFLv32GOhNWela0aAxGPusU9q37HC6LocJXa1v1WXVzf5ZtnXZBumNUJcPpOv5BmXHamdAftysvuY+99qs06eex9wGvVnsfeP8LpWxdC2GmW2UtglbI1k0hHJ0w0wcslR3GzRrlc6eoWM49bRy/HBOu9tnSEsLsnisW8545nXphVn4gFr2uA3pLAwaCMWTLNZn6+Ztt+qJOmkdIalFg3aWFPDmwN3K0/5Z9qyFWbiNkp6nsV/+hZb2U1m0vyWbZdnc39zPnJXvsj7OzwuxlZ4f/DuvrzN/x3OF62a/E5sd2VNxzrIPYGSgIfodkmW99aIr8caityFdA+MpAmw3hBg/t6ZOkxrMsQ3cUHdy14sQJfshQz2f/exnk3COI0eObGTuNa95DT74wQ/i937v9/CABzwA73vf+3D11Vfj/PPPT9jn/ZKDDaKnRqVaFxMzql6sq8deb0v47VL2NTusL+ASkwqkNxPNqEpd8r+0PPcUA126oczxT2yJPf4UJj5IGdHl9pUWlZmKO1tRe3VdmuXfpC90Hbo9JdZXWGJmf60ZPqZm37D2NUt9iPZLTLSxdSugHZjoftB8ky2kkscpCxscWWERzQ6zcLypzUBzXfWsNR+0NKaaQTRGP73FW3odfhGwp8Wz2s1AyvLdE82ci0grahYoKenwC4XFpGo785lt/620hkGew0iXYvFrpFSXHHvv1sN1W183rDy230s+I0Z+LjWuX62yz36l7ePrdTiXCTQnDPSwMqGefQMdhsVWerbaXEilDXFWDivEwmKgmaHVOrsRuefNkRrMMVdq3vcOABN99OjR2THRLP/v//0//Jt/82/w9re/HVdccQUA4Nu+7dvw0Y9+FL/wC7+Ayy67DMeOHcPdd9+N2267LWGjb731Vhw7dgwAcOzYMXzoQx9KbMvsHaJTKwcbRHvifcph2snS8y4CL23OxSoXA5dhJpWBGzOsgcqIbbbPF58GoCxWngaw2rZV3vKv1o5mPT1m2mKZrX6z+ot14aRZbdA3P25DSVhXflvgVLd/ihUuMdRcbipN7zOYN2zrwYT9aoQYGeh+8GAzstG8sEinfgsTnLOsNruXgoSc5WYgy+wwzyFt2Y9+6Rk2QqbTJTo8oBCJrbR8DrSZge6QA6lohxlKJG3UfnH7pD5d1pLpgZ72S46lq//ndvKXlykAH//X6ExJ2ufzJT2+LOUXgoaOSXqOpb/jF5tYnl9m8nLxWHOIEOvqPD4XHTvdoMsLqUjZIb1NAHKI7HMyJ/TwXy/lPf7GsAWf6OroP+ftVoSMmSNSrzWwcC5eAHJCzNOZKwd0sZV77rkH99xzD5ombfRqtULb9p108cUX49ChQ7j++utx1VVXAQA++clP4jOf+QwuvfRSAMCll16Kn/u5n8MXvvAFnHvuuQCA6667DkePHsVFF100y6fTE0RvykB7J6sHoudeYBZL6jGpItby1aLDb58WQytSYlCtuhlssi6L5R/UPjPTHvMsG7PM4jvnTTHSNQuylPrYAt41IgA00L7FPM/ddKz0JuU9mzt2Xke/hYHuBxM2/RY0SNaxxxrk5gB0ap5Zlk7VkdpJGelcx2dAO8ffWGcKsK3FW6I9HaISfbbYb/ZH63F7Uz1J51k6cvBmMdulvvUYX49dnrsoCoM3aU9NHHcdm26/jO1WNy/n+Vt+IfBedPyvEWVgPBU37V1f/LXEytMvXi0GcAskDDS6PhZ69L3DsHx3069OOKaHcWGVvFOCurGEgUnWQNrsyPgMZp1tjm/aBKCWcMRuMENJ5zSSO+64A5/+9KfH/Ztuugkf/ehHcfbZZ+PCCy/E937v9+L5z38+zjzzTDzgAQ/ADTfcgN/+7d/GL/7iLwIAzjrrLDzzmc/Etddei7PPPhtHjx7Fc57zHFx66aW45JJLAACPetSjcNFFF+HJT34yXvWqV+GWW27Bi170Ilx99dWzw0xODxBdwzzrtKmBhly+o7TdhnVYF4YAoim2VO9bb6kB+aBGr06uW0SHNXj2tbB/bKf0Nl3qC21D6+g82dfg1xqM6DH4lj9WH3vt1W1gO8zqShozwTp8Ygd5uIYDbhNAXZNuhXwEJ8+oc1zOu0G/oMoAoNOuyQfwRdCUA+2UMY4P8hQ6MDvm28nr5suXWfE05CNnfFnXBkkpA66BiwbpvQjwzIG6zwZymzxh5nKOTqzbAssWwI795bHU1guA1JUDTT7q0/byNoiuD+6jrj7W0/2W6vb+2vNi+z5YeRb4Tb9Y6Lr4/Mj7n/M6ug5sO5bPbAcJA50u4Y0+TKNN2Wb53a7T0I+uC8O0dRo8B/++zIDZAtGlAYX8/NEEx7bFY54tlnpKSqexfi7OxSSnMBP94Q9/GI94xCPG/WuvvRYA8NSnPhVveMMb8OY3vxkvfOEL8cM//MP40pe+hAc84AH4uZ/7Ofz4j//4WObVr341mqbBVVddhbvuuguXX345Xve61435q9UK73znO/HsZz8bl156Ke5973vjqU99Kn7mZ35mdvMO9jzR/79hnmhhI1msNOuE05+FWNe6KEvxR6V5jrflH98QrBiwOX0yVVdtGb2PCTsWe9CSjlWm1p51HGp0vTZxnq5bgCbLysjT8zBrUH0IyTzMY5qeF9qa+7lyXudkO4wc0O/kdjoFtLtVfN6d2AloVwHr1SrGQg9zQferucmqg+nMFh0a3DPO0mHNMhHfzgR6iliMm5Rh4J7GQou1GMvszdzB9v3Y6nR2g3wmDyg7eQy4zOSR6trzQ/d5yOxEttBuS0nKYNwPC5kf55yGuqRl5s0pre3VyNw5s2teUPIypdjv/pj5/qWzwaTMb3ouWPa4L/icTEH5ytX1zs0+k2ak6QJatZT3Wq0oKEC5TRjoMMY+r1ulK6EeI3iW+aEx6oz3WI6FXjv7JdYaRp53z8ZMnZKUnsG1J5o8JyzR/t15HPiBGfNEv22f54n+wc3miT4IcrCZaG9gIQO6KYAH47cGzyXmUtdZozclzPRaINxiS0WkvZ4d66bgsd8lO5Y/7INlR+fJW3Sn7Fjs926F+8tjqz02HIY/1vNR62smmhlf+a1BL7PPGuTWDCz0ynppnG5NhzfoxPhnYaEbrIdlvbvAILMZuqsHiZFB1Q9yztOhHrH71tTJ8bQLCojmjLTUVWKtS0DNBsb5FHe57x7jzgO8uC8sFjH6wyA/fxFIddaTT/6Q9S33wRwG2QegMaa3FpSXgKdmXadvs37dvv2+3NRLiOWXV4fdX9wGfU7pc6jMVvuhGmVme1bIR6fAedsD4jEvGTQYsF4rcM4M9DDTRitgei03kyZ/9sp9uTSwsBZE6/u6rqfmfr7b5/k2QDRgf+WUZ5bYnzuwUO7/+yG7eRE5AHKwQXTpJGcQPKesVd6zUWuvVvQFY4HVzvk9ZWvqOWLZkjpq7Gh/Okr3ysozwtNnu3NE7HC7uD06j/ve6gvLR63DZRr1f+5v/b+mnFW2ZJt/D1un0rLp7Br0U9jpDXFwmwavHOIgefZvLlsWnsYuX6gE6ndaB1Q90R4PHpTfDZWzyuSDFvN2hSwdwOgfl9N53DfI7KZpVvvy/vPzp0ChN32dZ9MD3ha4nAK8WqcGSNeEdUz5tZsyPYar7S+2k583uk59nK3rzvLPPveobKfy1ZLdepluWVQFXdSTFQhHXTWV3egzDyDUzLN+fmhSSvZ5MCFvFjHmETLWs5UPky4775RI67fSap9pUxilRm+RPZWDDaJZ+K2zFALBJ531JldiRD17JYZ7UwmwJ1uXNzxr2jr2T7Ot1g3Em+rOs2NJqb82Ef3Gzcw2UGa2S+0V0f3HfWB9/psS/vRWmCauyCRzaIX85lANK4yjND0eT21nhYdoBroBWmGiV0DbBLWoSkOhFGnogmYNWzRJCMPUUs6afeWwDgBJHf7UbxYDrRlfP1RDl9GscF8uDaNgVlj7Zy0uw/3DLG5p4BiU3XRgpgdcSydtGNti5QF2SER5ejibxbVY73i7TGPIxffakJSyTpnZ9spoSf3zysyf0q+XErvc50u6xzJ3yTnK51L6EuHZ6TI7GAYPDna6YUDgsJ8w0pQnwFmW+dbLfvcM9Mrq5OkQDSuMg3XnhFJawodZnoNWSIU8m1g4HBGGH52hyyKXnjybSn5KHXPkFI6JPmhyejWPmVBmki2mdI4d1tnNW6ZVVqSMMWx9q7yVbpX36piyXypfU8+UjQ7ltlm6ul7Lj2D89vp0Lvugy4SJTTPDsm8NOmQ9tlGyN1U/leVZOMbZphpFHjUDWxUi4+Vv+nLgzun/M3vKbHCvKU+reLBSFlgxXaNdJHbSSzlk5ZmhQ6YP5ae/ad+Q2EvblQJGxfYpOwAy3by+kPnI/vjCPqZ5ug1pGZi2PXY55uVSAvvxvLHz6lhr7fMmkvaxXU+5T/y8NN321Tu3kO3r6y7u56FC2n7CSicM9FB3N/zuhjJ6ajvFIvcss4DqkIRwpAz00EZ9c2gx6iaM89RmsdM89qXmoAdVzjrE1mUwRSblb97Telyn1uO62d42yatFZsnBB9FeTLT3RlrDlm5yMc4ZGVyqMyd/ogSksbwiHiNdYpKn3oK1PctOSTw/S8Ks8Jw6Pba6Q9peuRl6cdilhWhqZA4TzYMFZYCgZoUtRtpjmTn9kGqDwTKPeZy2g3ExlZE4CkiX9A49C+2xt+k0cT7Q4TI8CFGYsjUwWi2zcgHMiDMbrGcC0WyzL8x6s317QGDNMuJ9XsqWsj8t2bEX4Cj335RYbCn7lefZIRol5tc6H0r9XwbYtQMBQ7EttVITWz1/wRj7eJYGDfKxspab9xh9+9xJ/UoXUOnjnkddNfdzh4GRVs/V9VqmtlPs+hgDrRjoDumS3ha7zCJ6NQMMY4PnvTmV7vl86EoAmDGHN+Bxyj/vdLPqnhsTvTDRW5OD3TxrEAG/Aeo06+Tz0rw8S8+r2/pt2Si9tXq+WRJIJwy/A/JyAi6nbjKBfm9C53Bd7KdXr9bXNnR5y5Z18/HKc50sNTo6r8T2eqCXmecSI81lLJtW/cGwaaQxAz2yz2EA0E1AGwRMpuyqgGkdssDLbvO+7rwSuyyhHQya5X83/s+ZZTmM7JuWjupvDV/zOOw4LZ6wiBpcSlpqj5lBkK4GNYH0bFa6ddqs7ZZkeiBhLt781bptueSsbLmekPRL7oOfV5KaPsnL+IxylPSrQF6n5PFN1bbL50f+5SFe3BpIx7L5+RPtDHY7OiezhVO07hCiAQAS8yy6LfJlvzvAZKDls5Yw0HZH5c9vS49Z6DlkmSUyCJ7T9LucPJumQLTlq6fDokkfyx8L1C9yUuRgg2iWEoNsnbR84U3Z47ypJcdrhS+4kj9TDDKX1wyvBqVyI6h9gxXAtsmSqlKftTT43PKAzbzXlK9hpFm430rkqga5um6Oc9bgdwc5cOa5og+RbY6N1kxyQ/VwHjPRBMDbBnFZ79Az0J3EQYe4qEpkcePvE+p2ksb/5vNGW8BNz3Qh0p/OZUa1G+srsctp3Sz2LB+W78HxM+bFE8S2p+tk//K4WK2bMoyWXzmwrWFQyzqleHNbf5pBtn2wxSszlefJnBk70nJeDLmWMkPuvcDZfaIRlLzE2WUYNHt5mZ2uSaata9sUCOulvLPp6wq6nYBnNQ0ehIHmJb0tYXbZA9Kl2Tl2GxPNdYmO9eXS8stKn+ufFY9tnYJzmWh5RuyH7Fc9J0kONoguvfF5AHmKMbbypoBtTZolcy7yOaEUFpjWwFFLiZH2QHnp5aKW4d6GMLvM+1Z7tehn1FQf6DKSbuk2Kk+zxcwuc4iGAGcO52icfS9UZIfq8XTphUAv6d3PPBUGNjqGcLQDGy2Sh0ZEVozZ28iW5guiWMCxI/slYfZaRC9qYjHcEXxHljjV1eA3qPaxn5plDpnvOi/Wnce6pqEqDILywYcekE3r1TZslCA6/oqHfv9bDPJuBtp57dH/vbzaW05Nn3hSA9hrdFJ/c/a43y+HLmk78YuN/bVCv4x2ADCwzCnrrOy0yo7ojoC5ATqky34nDPQAoNXc0ONUdiMrHdudPK85zpkHDZams4ud4z//S2Kxvpzu6ZT8EGGfO5U+1yeWJSb6pMnBBtGAffJYgwxEpj6jlOzNKTMlpU9Vu9EF7HAFAYNBpVuM7JQdfTPhMlP2ti3aP/bVaq9XXn5bb/PWTcxLY4BqbZK3gxzo8uIoDH53SH9OeAjrMqseMK5I2D8DwxDG0YyzcnTBnoUiBaERdGmQyiEQKaNrAbVUpyQeaLPCL2Ieh5fkYJp9T5d6ZmYvjU3lcnbstmal0zAOBlSsq+2nbdZ9npaZehrb4SDllxjL7lScc+l4lsF++UWgdsXB6OccRKRBaUnssJqaujUYjscx2p1a1p37IOnrLtfVDLRMSTfaGYDyqKuX8FagGR3Spby7Pn8cjTz4noRwcN9YoNkCzJaOJVZ4R41sG0SLL/q39zV8rk+lehbZVznYIFpOnNJnEo+tngrjsPI8UD5lzxOPxZ5iz2tEQFJNWWFGrTZYdnSaiNU3JbubiNyrS/Y0Ux6M/ZI/tc9gsaP39bYy/nvTzQnI9UI0LF1rsCGHdXgAW4NnlTfOA83PN7UaIYcRxFO/oS0Ffx2sVQRzScMe6gfIMdBL7eS6UyEQZWGgnTLcecgHDzDkxVEkLwXt3VBXn8cgOupJWa+Pub0l4XATq+68jDV9ne4LFs2SWi8+0RfbPx9E9zpzUI7+alCvD5RfLHT7PUnDfmKaNfgwtilllKWMx1an9kI/aFB0jVCNdCEVmuJODTDUugCGhVVkJ/QhG1Kv3FQ0A20BZIttLi22wvve6oZzQbQ8JyySBEZ6ScQHEQ9Ee6EY3qlsPdOXgYUnTQ528/RFmX9jTfOtsiUQXQLMnq1tAMWpN9M5olnYUl9M3Rg8RtpKn2N3rtT6Kb872DfDOXa8fK2j49YkTzO+mj22gK3FFJdm9rBYZWagA2xf6H8X4v+OnvkdMA4oTFnbNLRBA0kGRxzWoZkw7kzW4zKe5J/B08/YaR1I2qBZcw1cuR+Q2M999GzbfuVguQR2mQFN2VwOn8n7ImXRSyywX7etj6Ttfr5N79XYrfWF7dbfill/+qa1yTmZ5kUg3Lll0mOYfvnIzyn9O3mB6uhaVGEX1kIqHYAx1KMb6mtJl8I3NKBO38RDCqB5YRXZWvrdGjpTZUr5taJJopWR7u2X7Fm4pKTDedblI/ggkO4iJ0UONojmKW+06AtJ7+t8kA6LBWjnAmxL9iPcwWqvTwH6+dsE9XOlhsmeoyNtYRZdRNo5xUjzTdYCtB4bLKzyjtoPKk0Dal5AxVpQxRuwKHo7lOf5pdscME5ph7Hb8inaYlpcQIXZMF7MROvkjG6U1H7KbAMBTXLAhfmzw0JKgwZ1XSmDnA9UzBeXaVTdOQPNoDcPE/H94zZ4U9t1SR6D54b6ZCo0ww+d4eNam+eFIeiyOXDXdvnNuMxIS/n5y32nZevKlUNTos68fuMXs/RrBtdt9QmFLlH8c7smRjpZLKWJANpZSEUAdKsZ53E6n6HScWo7AdBjY+wwjU2EGWhmonWdc8R+5/PzpvzT+0COS6ZYZM8ffUuY20Z5NuyHLAMLT2Hhi8R7Y/SY4ikG2WNvS6xujWyLta6ty6pz07drzzZLcNLniL5xsS1Om6qPbfGNSeMxi73mfa3nsLzVTHJtXmljBtrLG9I6YqPHQzmSRmFcUCVlOzlOmNlUJODFXszEYmRttlgfAM1y2wBJs6LiCzJ/mf1OfYp+edPxaRtp2/M+gVG/zUCn/unyGHXTtC7R1+m6f3JfPEnrtvJg+JXr5FJiZa2vEzrPAplW//h2JaUOAdWw3dEiHN9TnXn9xn2iz+dUJ//iAyABzOO+Wno7sszImOSEZQbiUt6d7Mc6JD3OianawQw0M8X87C2xtl4ZL2/K9pQ0SEGpvtf774O5sA8iDKI9/0IhT+uIzUVOihxsEC1MtIj11ilpnaNTEzflzfKx6Yk754K22NE5dZf6hP2RdsqbY02cldU3wvTuFeNuTTEkDKvUKf1VswCNLs+SE4A+g+vFQuvBgswmHzZ0pfxhpevZ8+rkxVa0jvK9baBm5EA/G0cThljodLnsnM2VRUOCylsli0NoFlcktaOZXgGvcTGS3I51QFKpXXykU3Zttjn1yw718BjoNDyjxEBb/uWhILGM7hPNRpZiyOfEgJdYXC8v8hkW62qxpbZ/qc0phttnjOMtrddp0KKGOdYvG1Ox+CK76VPxc104ZpY/XCdfX2ta8KRT+2u18AnHRq/XTRK6gQF0c/z0CJj1kqZKZ1xIJTrsM89efPNUvPPUM7BVunOeQxZwDfR/jnAsdO3y5HXvfNHmHFliorcmB7t5fHLWgF0uU2JnWbw35anyTIjMEetNtsaGxxJ7b77eW3NtPVNptTLFKLOuVZ9OZx2PifaEMZtmekuM9BS7rAcGavBbYptLU9VpoFxgphMGuonPwHGRlXEmjjASTX33pUwzs8ge29xSOoCEdbUYYIsF1jpiwzuEHKOdsrf9QWS7PuscD7pXNpZvTB3NTnM+x05z/2lhEJgv3pIOKEyPW358PJm/8l7M8142auxa7fV8TRl9T8J4qevztkY8XzYpG9OjT+xn6UuBbqdmtNmejmmO7PHAEg/5chKKXhIHrXwZGWggi4keZ9qQunh/dE4x0BwyqJ9DXkw0Cvpz46a1rSmRwYUitc95T/h5a/VDqR7vspHQxE18WmRrcvqBaOvttEZHZGoBFe9knYrJbSZ0pmQu6+2x1R4T0NH+bmQOU87iMcUsAhiZkbbsgXTqnqNRV7MQXix0CfgeMtJ3YDPGOs+KhZ5ily17RkhH1wzrHlgMdGMzgvKAl3hgHRvcokmWIJZlwdPyYi+d2aI0K4eloz2zRMds52CI449T9nsqZthil3kpb9bNZkkw2pn2tT/A0FsinFngyLLnc0r7jLHuP1s2nwM6je1lKX1hsIF73VeJvjzQVRzfktTO+hH73bMzNf2fzUhHyadGTM67NvbJGO885qVgt4+NhqPbQIPvTrPMyQIqmoEO+b1bni1WHHCJgc47IR0DVTM7x9zYYxH/Y8r2mWgRzz+9QJklndKbI8tiK1uTgw2i+YItsbbMwJbY2Cmguwn7WmN3rpRsTgHRk+GvtrtXb84eCy3gfI4da1PPCxMwB+TsMgNk/d9imXnFQgcIVzHTAppV2bict2wCoHsQ3QXNnvLsE+ohPXSEZiA14BH2LwJHJHrWYiY5y50vKqLt1EgEpjrsRNfJM4fkLDH/zj9PICmbguGoV2KgU0Z+eqaMzki3mH3LxjQotGODp9jh6TwrPzL91nFN7eb9XssSp300V3z/fH1fr7b/mHHPX2J6YNwJgB3+CyjWKwzKoMFoG4gzcTBbbbDQEvsM3h/qHUM2NGuN9H6vQXWJ0PKY6cR547clus5NRB/y+ttOFA9zMHbx/CvVKXlLTPRJk4MNogH75LFOSO8NmXVq44DnyF6BxilmvORnTRv26sLcywtebiocCz33xqcBM5BPY2fEF0/GJwtTvDLK80qFPMsG1zkVG02sswbTXYO4oNjAQrdNMwLpfkq7PIbWY3c10ypAO5ZJAbLFpEZA6TO9fHCmY1sx+hNjkXPWWwP5tIzWT/0qzSusgTozqLwqYk2daVs8pjI9wa0FXmLedBt0fSXWtBS24IdNlEIqSn75LwVz2eWS72Wp6zeRueErVh4z23K+8oTuXZu+SAmAlljoDhiW6aa6iIHOp69TfcuDB/V0diPgDf5zVrPDUyAalTpTwnVuIrsF0eyL3ue+mapfi+ivML9tS0z01uRgN8878bx4o7nx07vx4WSJx/SWgPxuBwBab9jb7BMBhXNeRmr0SzdEDuNgJljAqgbLXjiHN7CQgTaz0qUFVDim2mKqBUATA63Bcwzh6BloabQVupAzhNOf9lPQxkyvriMHq8wYRya3RvRgPyv8IgdlOYNcWl5bs9o2KO8SX2yAzMxxDGHBcBziMSl/7tf2pvo6bYN9/EA+cNtz/3TZqTwLRMY67Zekst16YJx/1Zgb4lEXjx3Z69y++FB60bHrVMe1i3ltq455GxLAPC7hPTDVPeAe/GibLIyjS4Cx8i8ZUIh++rrodA6YpxhozvOW9pYQDU5jXS/Uw/KrJJxvPSesfZ1mPf94QKE1/V3JP+/07gCccPIW2XM52CCaPxVZ+fr31OeTTRjjvWKZdyPei8VuPonNqXMvQDSzy9soM/WZTD/fGDzrOC8G0Qx6Oc9aWKV28OFUiIf6P355HdjnZCBhQBxE2IQ+hEPFQmv2WP/WMs2m6YGCKVhIGVs7tMIKv5gjLdlKAb1tT7PiurzHgFrtTD/B52EpDAKtF46Y1yR6FnhLBzSmwEz731J51rWE/cnzS+V9sGn1Q8wr27VCKroxfa7MeTGLddWz31MvKlb77ZcIzUB3HZKFVNpO54Vk9UF0oc8fEkZQjR5w8xR32aDBsZKQguoOyJhondfSb48V1oDbA8hdwY5Vhu1ZfnnSkA4z0dazlBdnmfpCXqOj65/CGZvERC/zRG9FTh8Q7bHK3ptfKc5qDru8bQAtfuXE33QZ8WcOszyXhS7pe/221+EbeiEVltKzTodoaHuN+s2bFTYxxTIzE20tjmINPrRAtC5j+WMA7Wwau5WA5mbcRFJwmQ7AKy2OIroCfgQ250wq2/AWceH9fGBcgB/YITodysuHpyy1XaeArLi4Sa7DAxUjo+oNQoz9tjaeMulLhrQpDYdJhcNDUqY8PdFtRrv0smBJzmznPul+82zMz9N2Yxrgsbg1svmgw3IbUkmvh1jeWlTGDl/pwXPCMg8AuuvQxz1LX0g4xsBAx4GFYQDT6tySMA4BxdZCKrER6TPXmmaWwav13GAGeu5UdHOEnw+WP3I/9/L0f0s4z3pZ0HWXMIjOqzmd54LoRbYms+8a73vf+/C4xz0O559/PkIIeMc73pHkd12Hl7zkJfjar/1anHnmmbjsssvwqU99KtH50pe+hB/+4R/G0aNHcb/73Q/PfOYzcccdd8z3nplU602W32B5s95252x7IXNpkRq/atswlefZ4vK1NrchpRucPLOsUAsGyFY+s8TM+FrAd2qzQHJJz2KbJxjoZDnvgJSBDpF5lgVVJJQjDS+A+o8kX9Mz8dDGAxCt5QfEs5cypjzYUA8O5PCPfJuagi/6ndeZb9HXfOo9GL9htCcy0vo3TwGo/0cQpcvB8E+XSRnuWF6OStp2LV5/cf/bUxQ2xmadU/Yx94+Rl8c2vNtbuU1dVr5Ov7bfrLf09JxI07N+0wP/RrCs7CbLd/eM87jYSvIbQLKQSkhAcwKg9U0DdBMZT54IxqHv69bz1gr10LrW88F7hlh5MNK959JU3Va+1xZPp6Zez45VzrK/X1hkkUmZzUTfeeedeOhDH4pnPOMZePzjH5/lv+pVr8Kv/Mqv4I1vfCMe+MAH4sUvfjEuv/xy/Pmf/znOOOMMAMAP//AP4+abb8Z1112He+65B09/+tPxoz/6o3jTm940zxlebKXEPPO+pM1lYqXMXon4MqeOqTf42nZ6OiukF7Fnv2Rvk76eI02hDs0ua+HBgsxAN5Q3wfjuepluK8+rk9tg6HgM9HrVoAtDHDTCuKiKBmP2gL4ofVfb07vtVqxFUphhXGOVQBBLLIY3ts1moMvLa+up80oSGWi/DXacshc3bbHMVrs0KPPaIPlyDEX0lwSv30rt9STe0mz2O9ad2+3zwp74ZemndmvP6fksuDfGgF/yAKBVzHPXpTHMoiSLpLRrNXC3bWJYRwe0a/UFpA1oW3V9rEN/sxCbyk42WLAU28uA2VpYhGOWGTyWYqKZteap7Sz72ocSix6GdItRtp4p8t9jr7lObp/eZ+E+kanuPFmmuDtpMhtEP+Yxj8FjHvMYM6/rOvzSL/0SXvSiF+EHfuAHAAC//du/jfPOOw/veMc78MQnPhF/8Rd/gfe85z34b//tv+Hbv/3bAQCvec1r8M/+2T/DL/zCL+D888+f55B1AVr5NW+4m9Q5Jz9U6NTms+6m4LT09g7EG4vl09Q+291t30v/lfrXY6P5WcppUyDaA7bMKFv/PabaA8jB+M3/kadZC6l0ye8wbM3IQLdqOrsUUDGblrKt+ikS06J0o4PTosun/z3GFaMv/pIrtk8Wu2otzMKsr7UYi7SRGd+coWVglOvl/iHzQ7fLHuyX9qHVZu5jPpZWv3GZPG/6eHO7LN89ADqdZ9et/Zp/i09vJjXnc357K+nbfqerBQ7t6wb9rgfD6Ia69HR1I1s91DvoxrRYprcR1H09xH1vsRRr33q2WnkWkWIxt11Bh4Xr4ucY67F9tmXp6+dNi/hc0DoNUvueTPXXVPmp/L0k9hYpylZjom+66SbccsstuOyyy8a0s846Cw9/+MNx44034olPfCJuvPFG3O9+9xsBNABcdtllaJoGf/Inf4J/8S/+RX2F8oYmwm+D8ru0NPi247CmFv4I2DtGdu7bKPffHB2rr60blKUraXMvfLmJlfrPIp4YMDObKzor0q1loD12+bBRxoqb9uw2jq6Vp/z1FlLpGegwMtAlprcmPrkEEjqki6+URHwQpjc9rdJ4YmnoNMMYYLG5Xhy2ZqC5nbqf5tibswQ319mnpXHd7J/dl/wy1GR9CkwtEe69jXoA3q6bxfoywH7OzZv2Sxj33dFhpbhu35/aczSVPiQjLStM8rivWWYMLHOndeP50nZRFx3Qtat4/+TBgiqG2ny+enHFrCvPAou19p7bFsu8LRF7pecO1yn3WAHQ0k3cztpnOT8fS/03V5Zlv0+abLV5t9xyCwDgvPPOS9LPO++8Me+WW27Bueeemzqxs4Ozzz571GG56667cNddd437x48f739Yb6DWW2bpzRjG772S2jfOOfbmUyy7e+NlO6U+tHSm7Jf8C4U8rWOllUC0YAY9bZ3YqQG7FrvsMdEWMPZ09KbZ8WHrVPr4JVZY5wbJUt4WA12KG44MrD3zRDroLp9Ro3MPhi022cTgL9ptEYbTwQcqPKhRfI0zjdiMa0vtzz+7h8yetzCL6MdyPHtHas+uI2+Htmv7JvvSt36sbokpt+zH/9bXh2jDE9/vWDfb1W3wbPohH9Z+/bkp9ueUT4+5J0Nex+0ayiZMs/4fWWTNQPdsdfyNbvBD6abPv4GB5t8w9KD3kXaqPHd1mjUrhvcs1uW9Z0XN2KXSLB1znkHss/zmQ86sdI09bXcKkyxyIORAvCO88pWvxMtf/vI8oxQTLTL1Nq3T91o2Ab0l2YTR3k1stKc7x87UG/dujwMDZiuNQbQ1bZ3HAlv/PSaa53nWv605oFmH/+u2KP+6AGhySRhovQrhuKAKNLs8PXME61jMbB5fnAPPucJMbUyXuqZjorUfNqNt18nscqqDQr9xH3AZfwnunEEO8Nhv7W/ePw67abDfJTsYAb8leZhKbq+OKWe7pXjzEiNdx/yK7qYzeIjMqcuOBc902lwnWS1wTAzZUt56Xud2rV64jIVU7OW6h31rBg6RqbFHU89ZHaecNBzlr8EaEGtgbMVEcyy0VafXPq9u1tH3YZkVai4LXMPgz5WFiT5pstXmHTt2DABw66234mu/9mvH9FtvvRUPe9jDRp0vfOELSbkTJ07gS1/60lie5YUvfCGuvfbacf/48eO44IIL8jdf/dYqwifl1Oec0oVlkVfbBsabyJyLzqb85r9N69+15Ut+zvHB/9rss8ylrQSiS2Ba0r1FUXhpbwbUmmVuKJ3TNONM+/nMG0C7CuMCKuvQDKsQDnnEmObTuaWsJw/E2y1ABlKQ6gHlNC1lwCXNH/yVs8FcVr8k5EuQ8+wSXr+VAWPKWKehFSnbzWVyXQbnHqi0WFueBSQF6VEnZahzO2zPbre/CA+305apUKEyQ16DjbRML4Hu+zEFxmN+zgyzzhjDLOnDb57XOQXcwzk6LqDS25fp7bosVEOB6CQvGKEGioEuhSHwvr6XSzkO69Agl+0ym7yN8EePkdZ1A+mzQ3yQ7tfl+ZQpnUIWcy91ct/OfaaKLDHRJ022CqIf+MAH4tixY7j++utH0Hz8+HH8yZ/8CZ797GcDAC699FLcdttt+MhHPoKLL74YAPCHf/iHaNsWD3/4w027R44cwZEjR/IMPcKVT1K+yHWZ0slZOhmtsLpN3xy3KbsF8nPa4NU1VX7qJlbbhqnnncZ4HjDm/RoQbW3yNu+Fa3h5VqjGBIjuCMCP92EB0s3wHJQ5oFdNP+tGI4AwB19pKEI5JlezrGWZBiPM+KZ5DNBiaIEVi10O50jBaZuUS8Mv7HbmLxN5v5UBIzPW9nEIpn4Kgj3dOma2o+PakT3p4/zlxWZSS2zu7mKYxYZ/oZfAaw2wTfWlLfMl6eNKA2P4hZkZUtALjHM/i7RtGEC1b7dDGGOmu2SxlEY9F0N/w5C+aoF0YRXVphoQjcI+3/sZIHNZC0SD9DaREnkmYJnTO8Tngi7Pp2cp5N57vlogmvNqZS4GWZjorcns5t1xxx349Kc/Pe7fdNNN+OhHP4qzzz4bF154IZ773OfiZ3/2Z/GN3/iN4xR3559/Pq688koAwIMf/GA8+tGPxo/8yI/g9a9/Pe655x5cc801eOITnzh/Zg7AvtCsfRF+C5xbF0uJ2Z1itRtsB4RvgwWuLVPqv01Ack1fTUkpVEMDUsAGrCuVxyyx6DLLbE1fx5u1gMqcjWO0BSwP/9O1EUIcNKjY55RFFjAoIRsc2mGHD0gIRwSVNWEhOnzBYnhzsUMN7PSqT+QKHEm7uS5rSjuoMl3mu1dfGO3pfkz3pe6Q2WOGu0aXjwf7wyElut26T9MY8fxrhA2iw2ivlOf3l//y0R87H5XU1C12ppb0jv7NmdIulklsZbHNRn1Dha0OrSBfzLxO2GZhrZsEILfDFHeiqwcWYlyQZfCZFl0xAbJmi7WD/MXXYqR1aIGexs7T4RANS1iHQzd0WEfpWTLVBh5YGJCD58bQlbySWHHjpZcRq4wny2IrJ01mg+gPf/jDeMQjHjHuS5jFU5/6VLzhDW/AT//0T+POO+/Ej/7oj+K2227Dd33Xd+E973nPOEc0APyn//SfcM011+CRj3wkmqbBVVddhV/5lV+Z7731lguUPy9x2bn11UoNMO7o/17KbtpbAr8sc18IdgugNcgEciZag2AoHQsoAylQtsCzxzJbut7gQc+u2jrDr3GwoABp9Rwcl+4OAV3TJIMIIxjU8xxrlrWBZibjJ3EplzKoHaWn5bw0XcZ62ujBbIHSbca0fNrYoSncBq6vM8qz39I3MO1ZgyytupkZTstGXY8xzo+HFo+RzY+xtNW2V2Z9gbRPvHzfD9tuXZjENONcc56kNkdfN7gndSiwzKybDOTjzDAA8lTGpbuHiz6JhfYWThnspaEZ1E4B18k+4r7+PbXPoK9WpzV0QToWGOff/Nz37JT29e8w4ZNI+/9n7/9jbsuKOnH4s/d57m1G9HbTMN3XzjTfoL7yawBJQ6AziiAduhsGHelJhrHDIPTAO6RbMzJhjOLwQ80wMkRFMtrfSeTHH5AxZiJGjUiPDILa8mvSAZFhIsGAI90Ykb5vkwj3nr3eP/Zee1XVqqq11t77ee59rk/dnPucvVatqlpr73N27c+pVQUO3ljkOc2Wj1JzLTZer6EHwhHlbw4163KMqQshNC7/xadz587hyiuvxIP/L3DmCuRPbd6TcqTDLDEa9ZUofs8d1ZOm92VQ+qnLkqUVsLFoi9g2QHeUI9GYY4Hiqgg0dWgh+jVUuZSlQ0OrNR6A6xbyYvjGvGlw+htp3CiIyWHusN9NDnKXNrpFPQkhjuhodKZ5OMJ4qmVBkTxuV26mG8d2TE9N6rfIcwEHGJBS3O2xwzC3d1PfAfbo4RVFofYlRxfMPjmH6LxLJF7bNEjlUB4dgd7N/BS1DwV50e4a3kh6gRh67tIFp/3SIB+S9mxzqX4NcF2lPt+Rzh8ANNsl+Uh5rX253kl3EKEQFcQefgKmEtwWczemohuU63gaNAx9lqEjxFjnyfEdaLluKi86y4GEcOxJ37g5IjnQ8t5Zs1nQSl8XeS15ksdDqyW6HHkvKDzWBsM4hyD6axxUemp2Shu915RIWxvtoULy0PHWffrr54BfvhIPPvggzpw5Y5oQfaevfh5w2Dalc+eAqx6Dom3HlY53tIr3NKc9mZae/I6a6iGSNv6ldpSe3GueyD0dW9lP78nSiaZOs+ZEW2ETcqzlGLempiuh3sSxDx3nCeRvEPfDmPs5hm8MsZT37GSlRZKbBilqyuOcOfIqY4Ij5Uiq5gxxZDmdfo0HkI4U5cEsO5eZbEykOW3SIbPQdYkgJz2Rh/PSh5Ec5aXocZyvXDd9/bw11tdaR4R11DqNkfK4rVwOoJ3D0vnj9kmSuqVceZ7z8dw+iycAMJFfbUwQMpu/uzoSXmHzICLOim2BFkaZG4VzTxzoAIo4T5+B6CQHwhvnM0x97BjpuHQ/1V41vLTNQpE9dLnlfmTxS1kWBeRgF22LSHUgxyV5mnNs8dTMBWj+BXh/ML6Ogo5Kz8Wi4z29+BQaqeZJWZNxHEj7sG+F7FIdWyHSW5KFNtO+3uCxsmpYfZqDbDnRndG20tGOMc8AUuaNHtj3/ew4D32H0OUIspZ+zkIfKeocifeBjMnjiam8HL2VMdE7wUMR0BwxTuh4nJN2d+Jx2bKPkjZP6ryViqQEMsaaU0L5R/1pjF3KmyPQcM+Z5M0R5BwS02PQ9Vh3bU0kefHX9ldRZ9rn22nrzHn8sJPZzmp0WayjQIVrKcUne0w6T7yOhhl5xlj2W+EdZOYNyjN042vf0cVoR5k1XurwenI0edreJckrdcoY6Nr7jnX/r7mHxu9zqxBLpBIqrW2SLPFYKLWUs3Zf1QktpuPtRGtPr96GQu/Jlfa1f1fm8i42LbHBe8KvQQBabahZZ/nF1Ckv6UTTtppqfxs5v4scd4JAxzjoGPMMIKWrmzJu0NLdQ5dQWpo5ImRtCVm2kNNIeRns3EGhTkmOvtKTlBwBkDH85Ep5koePB+Olcyn/pJ8jvXx+eZGUNBcNqaa28/cUYe6z9bFQZc0R9Hm5c+mtgTb3iLTnbXJO8iEnPz/pwcFDhJM+ra+EJntfGAEg2SkMnojKGsceZWBhS+xzYVwgaHRme7ahMBnEkXKBQlM9bKNiRKWpDnKs/S31WccWjwxV0PrkWC2OGuJYe0lac1+MJNFnq82SY83Du8eW5tI4rxMkejs63tOTT8PeU5z2QdRkATny2WrTpeJEL306La1T7fw83po4shqUmcpb69CuCdFoccppH9JxRJ1TDHSX4p2nzBtA/K6Vcc5pQT1UWEekKUJrl8GWpMXyriEeWlLHq6HpGlmI+0g6Ah3I2nJ0v7wjRyLx0cGViLY8H9xmnzdHjvU1GPuok+qXOeckkXIvq4Z/Hrx181DqNN53tAGoJbMtCoeJLhs0aAVUqFyl6MqeoswzL8/OgT2ttqQh0bEP60t5e7y1cdOl7BxSnofiWrHQGi25L0rfQCuyEr/Pa2Rr90VrTbQ+OibqOy6/qF+GdLydaIA70LVPyDVO4FJH2HqyPGqyntRryPsisJ6IW+cpv8wkSCUdaHqP7Um/RKSPGl3WHGNPVwSFyPvQAWFH3ndg8c4x5nlAP91LSzG5IMfRmZM/uesoLpUXKeZE5pTH/1KUVtolbeSp2+pT2/k/2ytIXrYm+frJteRrQTOXyK+QDvJhJsVj2+i5hUzTOci5U96hOF7TLdcyf5jSZEjnnPJo8yv3af0R7Qf8XxTGD0dA53zfRMTW44k2cVoa6uHmfjbGBrrBgcgZ/4I7zbGd2JcQ6fiFMcmeeQjiHMRxJO2eCXKsOdi1IJWlqwZp1nihjCndc6gMT07UWaKeyIwUP+oDlmMIpfNQsv2ELiodbyd6CQJd8yS65QV6qcQqtSLIS+S3kFxjCVI5TigA7kQvdWhLjvKGTvmcso7ML2bcGEj4BgCyaXAK24ibB4nTNvMyB9lHGOVmQYqWUnkSUSwh0SMPHyvtkhUBtRzSnHjYRLKlhITmcjxUXSK8shiKbx+dQ3og8Zz8EoIsHzL08flDDr2Da2tgPZDYSDkfq83FnqfnDMd1svrKDikNb3B5mjYSdlmhk5ax9Q44AHSufRnK7NnHSnlPx5DHkRf2fVBDmZc40ZY8zSmPbRKBHpTxUmcN8kqRaUuOZqtF1GGOFL9alvoMNedBc6JX+hUXdh0u7JZ6/a26Lm+P/3g70fIDoj3Vyg9cy5PnWlr6oTrM66123kf1tEtRZOkge440fV/ip85yfG2JVpeccWJjVqZ7Pp5inQUCLZ1TXj46ORMyJprHQFPHmDuMdBMfhK5I0rkc27izVRNSUUfJsVtK0UlLfztArEkkL6TCcqK1EAtJchOi5lx7VRFTOz+vfJ4prpkj7SDzjby6TrlRkX4IJSLNf7HQxqQ2rxS6F3YyyzUdYHLNO05vKpldeU0qqPCyuOeOlOD2xmCyL1+/eRMhfViQyHMktqEQ6a+GsmpIbyQvXV2tPMrbIm+ei9Im5WkorfwlWqMt7mcSbdaQadrnyaF2afZpCLrkaUXST+hQ6Hg70dpFpn2gtA/OpfpwtMFTZlF+LR3FB5M6wPEYqHdcqeNNnXHpbMfXAek7BLRalueeaXKgY6aNQYQwzshzn8p1x8lJlJM6Z3Hy0gnLkWSOAFJeHjaghQvo6G9NGEHiLRO1bU18de6Q6s6bjrpq657PM0e9ucPKwzb0hwI5z1wuP6/WPAPjpe/1MdJxl/IiaU51Lk/TYT8EzfNzHNQAFOOaxzzMBTS6gsce24oux4ENDniAi36rBVkydLnX13IAGCJdQnq1Y/qhtfosObRdc/60e4t2T7bkUbu8eGlKa+9n1L5OaYPoq5FD27z1j2Sh1I1z2x8cYH9wNEj0/iAAOH8kui4GHW8nmn6o5OYC+RQsSXuKtog6a5qcw3A2D0Nm6UtsC/nWU7lEmWWf5fTSsZ4ju+Qli6GsyeBhINChQ6p5QO53qUx3B3TdBDCNoRsS6aTOoJY+jjpQNKyDOlKWU5n/lK9XNdScOB4mAcKbo+Y8HZycA+fZmqw1SXan+XHnt1PmaZdAH/tkoZJEkpciyGmDp0Sg6Xj5AEUR6I7NxX5oqEtdiIk3vdd+jZBx9pH4HPS18MIZ6jfutTi71sa9MnVqKW5PD0I9Cm4WdklfFswWAOSnrKnZu+dpm/1AeLV4ZIryerzy12B5/9XkSftqSoNT+dIO2aeh1qX5ajySdoJHKxGu9Wk2WLosBNo7Dyd0Uel4O9Gh4gXYF5vkW2PDYdBhyz4MmTVP5RLAow605qxKXul4r41hrnHGCw58ILy0nCor092TZYrhGzvirM4hHDQutieOCkc26c/8tH9gfByRzhFVjhpqTqSFMlNHkI/vMzk5Oqu9oOpJstspyrTWJPLwMA7paHO0mqO5cl6RJ7dZ8kZ5PNwjX3PNkQbTpSPlci2lTGqv1W+NpWtBZdDJWtfN3O840aV0dVROSg1XQqa7prR2mY6WGGvnIUEfYK1TdN4VRJqGcdBj6WDVblzT7ocerxdy4MnTfimu5dGcexh8Xr91bLXF9k4c1/SVSNPv8WzgF+x3O+yPKCZ6vws4QaIvVYofJvmiffJDr8koUe1PRVs7pkf9xLm1rujkWkgyDeFYiia3Or00xd1ph9dDmaUuMgcWsjGBRcOOxJ1OaeuADuiAfW8VPNFLSnMejvByR1rbwEZRUlr+m8ulCCjVo1GUm4657q2QZVl+u55kqXFtU598ENDjxMc+K1UedTg5om9RRMbl+lHUnM4hi51VzpVEyj0EWerkcnReb5OlpCH0TmzzxDN0eejGpLwKOY68mhyXt+06ouhy1VekTEnn2Tcv/PSTlezbK589WTgl/rVQYMDewFfLK++vS+RtURo8Uun+6KW606hGXn7pj/eApfdOa/2ozhqekxR3F40uDydaPn1qf60nzlo9LTZtSXIu3nf/Wt0bPOECyOOUJfJMnWaI462Ko5QQaM1xb9FJ0edpDsN0POd57pFCNiYKXT9vGEREnTuOHMqNgzIuF4DozzNv8HY+ZnzP+SLlG88kAmkh0mm8hmSn0IN0UXiXGn0gsPSWiKK2SSaYXf6GvfzY69MueG67nDNf6/h3yNZI55PId/r48nWn44B07ukcSteJtTYApmIh1nXRwS57DTuUAclxDSAOo0ldnhrO08lSyNV+7eXOd9Pmw6J9Bk8gfbRNpvGTQJF2bIFKNbzefVTya20aIq45xqX7uNSt2aDZp42z5mCR7O8UO2N7iax519rn8RdowA77Bd+pS2hoNe6Y0fF2oq0NBRoCLc/jcUKO6RecVa/gsHQvIYoyA9xZtlDhrTNlnHJkRNoRXs/xlm3UZ4op6jpkRVKA6EQTJK/vp5zPeWyqRP0SUmkjjDSeeNYxjykjqlaxFXocqabks6WTot56mW5JeZGTVvKyfHgZNqzzQO2CWEfKmyPGemo6zgPznEldclNpzRy8rBzLkHdK3VgQxFhrr6jJMOTp3PLxtqM980R5jlNO7c1sWFJ0Zeja0+LVxFbHjRQzTc5yTaq2LUp51/Ba91cpRyLJJXkweGp4NX/AkkPvqWvunZr/Ee8XNWMtnbX7uk6yclx0Ot5OdCT6lCZ/ItKebLX3Wzmfmq4tZAbwp16LZ0vdLfcVCsBpf+OrF38p8iv7o2Pb4jxH/gPkjrHU2yljKa+wRy2SMiHSWZEUYESaZyR6QgtnJDp/cRQ3Oa2pT8ZG83haibDKXMN2xo78p335no6RJ15DwXM9GmIL8DWQqfvaHJsg5CVdUOVLB5GuE8+QwUNA5HrRvxQ91sIeki0gNkjkGYb9uTzv1wmqS/4SIK8jbS6anDBd/HH8vCggqDGlAFJEJD+fczo3reQ14QkAYCDenHmaX61THHK7lpb0rtt4GNfM4dUc7fnCMMaVEN1WtLd0//R45bEVk+3JkzzSQdZ4LbtkO2DbrNnVQvEePaD8q3GNTmse8m+jzReww4XG79eldGHVgl76dPk40TRmS4uFKj21bflEt+bJtiS3FPu05dNpzdM0YD95R6ezJj2c5kTvkFBibbzmYB8gzwVtOdx0ntLxjqSEfoR+3DAf454jRQR6Lo7S+2ifjDWm6HJeklrPuiCzYIy6rKIceRGNLVBIDS3N55nHklJkVc5vSZ7ocS67WY68R3H5VKcmx1oT/jBC50IdXz1rRZTXKeczR5Kt88Dl5HZqD0vRruCcX0+nfIAKIUdvA+ysGiHA7kNEg9XuNL8GxHhJ3DMwOfMLS3pXocwA5tgvi9dL2WZ9v5cQaatPylvL24Joa/Jktg95b5dyW9HqWt6l99B431kyfql9cs1O6EjpeDvRpSew0tMobTsM3WtlrKGS7Bqgb3D46H0mBxgTj0SZJbpcE+e8q+ClL4vXc6Klcw/wnM9TW9w0GB3oWCRlBOgS8jw7Yl1cSooM57HMenEUyas5SbmTSlFmPzuHdNh9h9HapMbzT9sOKJ0Ld/TLjofkp2vEM5gsIYn+j22jXu3hI/9QyJCKKKPloUD7BUEvyBLPg41S54h0T+zSroX00JGuSXIeQ8c2xmlObwi9vREwwN8kGACgJhQDlcVMiJwQjytkZ/eGWscYSX5NiAdFWNW+znaWa0MYNR6qw0Kca3m9sA45xuuz5Gn3MGu9Wnk1suS00NLxlp8ikYCNfIY9dlPo2eHTfjNU79Kk4+1El86N9SHa6pyulSO/qLYkb57xfhJEmybD6qtxrq0wjQPkDm0ppOLA4YnOc4mHOtPU8VfsDMKu+bu9HwGn0ZnuUvhGTxySKWRDK9whkd6IDPJ45zxelzpQmtObO1t1DnLkTTxcDt9wphddyR1tqROiP9lml4fmRJ1H/p4/nCyltLb5Tyraw4ckvUy3vsa2/jz+W44rPRxx3Z3Jw8cj0zk71iQUYyBOtIb0ljYJVjm/FSW9hybHdpr7wpLe9ehypK7e8Z6/ow1eyzFc6kSXHGVrY6HkHQi/pXOtPMljydF0LeH1dLbQlr6F9mG5vP3RY0nH24kG0sW2h33hAf7T+cV48tToqD4gci1qHGLaRvk1pzmSdGDpBr6SMy0d6x5+cZQDQ54XQkLtpI40caxlee74oqEb4yt55XSzH0f5eJgFjTPVeLUNbPEVSQsJ4Ly5XZRHIpMSOfZCNcY26ZDRh4YcgdacVIku85R0PAShhXhauxonyo6Rpg8fcZ78ASVPv1e3xjpZCLSWDi+tufbwJdPgaXKth6tpTEhPkdF5ZmW1Y9/MrznTk7xC2rq9F+YwTzzX3UQtjrEo6T2O9QZ0HFmt0mHwaiiuNcZCfA9rY6HcTGjplFk9NEe7RZ6US0lzxEvjvTVe6xvE+0gNWefTs0XOoYGOFoleDm4cBzr+TjT94JSeSLWLbYufb7Zwfrd0xmv1RbKu8RIC3SnHMsyDIrwyG0drPuaejNOQ6JowESOcYw7dILbTzYNzme65fQzbiOEcocvRWO6k0D4NkaY/02Nqz8MIJKLIUVnZJuXlP+HbclJ4g5wXJRkKQBdQG8vH54i89aL82nv919Aus0/eXzk/svlF26UOb22ttmQLDxmxPmjS+ZUPE3pIBn8Qi310DBQZWanxQOQSR5IVQgkgaejoxDszfCJMMlQKmJzv8k03ZBksWkhzomuR4zr7Zv4mXkun0V7jWGsXeW2f5WCWEGhLLoy+FnkajzUHTafF68WgHwV59/+Wa+CEjpyOvxOtkRerpT2pQvAuoS2ccUpbb0ykIQwtvNIxttBmyms5xBSJluEXUHilM30FbCe6V3RQHhAdDmIe8ztH3hgDvSehGwBI/HO+MQ7AfEx/oqdOT0r5lhy0mk1+FA0OM095Y+HIK4ut0BAS6hTamxjV9GbKxZWjmzKlHw3ryDcCSop8Mu0dT53HkWzNIY79eRnyXbZ+fFxE3HWe9PWSt9HzTNfN29xIdUoEX8qj807XEn+wkhlAApl3kpsj0GHoWIGRsO9ZWAcmR5qhyxOzt7lPC/2YH94CKsIvhFytUIlFbLE7UVa7gVruFzXf55q8ADu9mZQreSVPPF5a9nupHItXItA18mqKj2gIrcWrUQtv5NPur9a5s3Rq5KW2O3GgLwk63k50zZeS9nTacvHV8kpda2nrp8woq8aRtpBmIHewaX8pHMMqiqI56R4KrW0elDzUkZfzpr8YkznQlHVAOh7vzx1oujoAGNQy3clRoehrjjJLVDK1je8pDwAiR8YpS6dKQ3GTPKpLot4aairH5w6H3ubp5g5b7Mf8N42jiGxQ5iht1Tb9cfSVy6fnKzC96ViToyPPfJ58LXRHzdKbdFEUnK+LnDvny1F/iujzIjo56hyAGXXWkecuOctI7Wxubow0koOdfc8pSHEx/ELqz+1xSZNfdX+x5mDwe7we4miNk2M0Xo0nOO+9e6b2VxtT0iEd3Vp5Nfd0615srZ88rh0rx1h9FnUVPLJ/Iz/jJJxjOzqaVTws8lCA+EEdjGMqI5bNtORRHusVGngP6+WRfOoHcqQ2OqGxz0KJpSO7w1hC+9T0V74eNr0oTyyGcjC9p+20j8qR8h8G4B8Q+VLHaUXHKaQ0eERX2I0hG0M/Vtm9cNDh/KkeF3Y9ht0Y97zf9Rj6Hfb9Duf7U9h3BxOq2WOPHYbpdR4HuIBTiOnWhgn53E9I6p6003FR1oVp/AXssMcOF3AK53HAeNMryadobURjx1NP+7WxfBy1DwAiEroX/APh3YtX7NuzuXHd0gnldvA18Z7+ErqcEObUByZTQ6c9udQmeQ7lS19je53lQ4u2xkHYM86Bnlf5Fc6zgVC0HgA5P0mORMOH0GMYdtjvU7aNMHQY9rsUC70f09mNrx2GfY999tqZrzDLjePTK0sxN/QjWuy9pLNe4qcvzSGp+R4fDolX+14Ph8Cr2SXvY1Sexivvq1KOtEu737bIg2jX7NN4LKqRcxjnVfolJb+ixr7LhD70oQ/hhS98Ia677jp0XYf3vve9rL/rOvX1n//zf555vvKVr+D222/HmTNncNVVV+GOO+7AQw89xOR88pOfxPd8z/fgYQ97GK6//nq8+c1vXmTv8UeiW57MSk+dtU93TQhHA68cV7JLhilIPu3nJdqXg1lbsLgAAQAASURBVHP82EKIKUimFTHR4pKtYxqeAdiospXGzkGuGdpM5xJBqslmWpE3bSTs5owbAKbY5wk9JZk3xtPkF0WR8cm8TUeavYwZufNF+8B00TFSl4dM6zo5Isplc8rjp3UEObcvvxiDwqPPCZlcGXfM56u/6PpkscKZnHw96F+5FolfOxf0mtLWx9Yp1yhfa20OHHWex8QwDJKZY+albTMK27F2YljeJmhOKechzTU8KuW2VFOYxrfcV9by1vRZ7zW0UuOx7iuy3UO3a+VJ+6PcreRpdmu05B5fw1sjy7pk6RqXUG5L3wo0+lJGor/2ta/hKU95Cl7+8pfjRS96Udb/pS99iR3/7u/+Lu644w7cdtttc9vtt9+OL33pS7jnnntw/vx5vOxlL8MrX/lKvOc97wEAnDt3Ds973vNw00034e6778anPvUpvPzlL8dVV12FV77ylU32Hm8nGkhPa61PYhKVrR3fokt+aSwhTxcF6KRdPninbwCUY2XohgytiA4xHdeDFzzpoccp7whfV/hLkWNNrvaKJGOigblMd5wXTQgwZt7oZ6c58egxtBQJzON10wJaGwqTPMrLUco8HjY645SXjvVzNdN44sQjnehcZzB4SzHRmu3pmK+lhRQPSKjwwOaQZ95Icu1Y64j8ykwqXD5fR6ukt67fzp0t10iLP895ZFaO/Pxq11Yao8nhMdzDVECFFjUJoWNFUsZ+jkqzPiW+ONRkw9iKZybhQC9F6lq+v7filU6sHFfKVmHN1+ORcmsygpTisSWvRIbXyNuSxyKPt+aakvdHSTV2LL1OjjHdeuutuPXWW83+s2fPsuPf/M3fxHOe8xx827d9GwDgM5/5DN73vvfhYx/7GJ72tKcBAN72trfh+c9/Pt7ylrfguuuuw7vf/W584xvfwNvf/nacPn0aT3ziE3Hffffh53/+5/8eOtGUap42radeyVPzZVhzAdfY5CHGrURRYq0d4i91jjvxstp68R6iTcvZLJFjKyWd9toJfgOBprmdY3IA7Z4r9yCNTnQ3F00ZpmwbqeLghEh21DGjm/dy9DIvp82dv1n3LC9Hjul7yyGTFeh4jHTUoTldIDK62T5M85U22DqROZFpTH4RcudezpuP5WvDEeDlVJNiTkOt47w52Q4yR/KTPL5u2oMGPY85WJj/QqD/qkB5+ENN9utBjH0W6eviMd00OAwd2/RHY57NGOj4ITSzaZAvJ3dDofhia3YghP7a73lKtY5PDY/nHMW/JUfWkyfHezzWfVFzhJfIkw5yrU6L1yPv3m7xeDplO5Q+i9Y6ufkXgN7XSGOY4KWJRLfQAw88gN/5nd/Bu971rrnt3nvvxVVXXTU70ABw0003oe97fOQjH8EP/uAP4t5778WznvUsnD59eua5+eab8XM/93P427/9WzziEY+otuHyc6JrP2DemJonvK2eaKXDu8WuW+2zoSHTEl2WKG4co6HN9CWRY+lEa4hxS17nAxSd6CDezynpFBpiSrt4PBVLGfo+3cu7EY2OiOTMS1A/C7G0MlskB5uiwp05HoiXjo1q6rzSOZX5orkjRjNb6Dr1uVDebI0NB7FUvIXOQUPv11KS2zbGQ4pLpdC5HL6Oun3WnPOHLevc5bbHB72oOz1hxkIqHIHGfDxQR3ngVQlp4ZPRiTZuzCztjUWTrC0KldRQ63dt7Xd+zX2oRreVeaLFiV6LLi9xojUeyVurs2YOklp5Sjpb5FJa8pBWomOMPJ87d44dX3HFFbjiiitWyXzXu96Fb/mWb2FhH/fffz+uueYaxndwcICrr74a999//8zzmMc8hvFce+21c9/fXyc6Et35W/NUGqnlqbflybikU4s/ixT7tPtP1K31Seec3tMt51k60hpK7YVdSORZOsla2jrqGGvyDqAj2XQMaYsOslWzYei7OdQxzDmeu2kMSUXXUQQvtac0YjJNW0QPudPFUb8c8fUcbiB3iqyKhfwY01iOmEedEr2mMmjhkxad2TqbKCvPfU3tXFpUJcmnm/JkCrltnHGK8sbjqJvz5Ki19kBGxwzsWuL6dMeY8+oZWqjtyOwaJsd3CCRchyDQNGaZOcw0bjoAIXDePLuG08cNrAdDtLEtZH3XlvhL94VaJNTTqTmeng2aPOn0tvJIXXJ8jTy6ob10f21Fq60+jVr8AEnUfktuC8l7c0k31WXxNDrXexwcYUz0aNz111/P2l//+tfjDW94wyrZb3/723H77bfjYQ972Co5a+jydKK1D6fst6jmidTTtYRKX8jxvfzgeXqjcxlJAmMlJ1o63NSxLTnR1Mm1CqBofBqifYrolH87ZAi0rC7IlqvvSGVBYL/rgY44kzGMQ6C4NPZWQ4VLBVSSvDyUgDroqc3b0NYS+qGjmnlIRXLYZdGTVp1cru5cS/KQXp30O1B8gOEVIeX79Yi2Nl8pW5+nDIPJw3RytDp/uEjXVX5e5IZDTtMasEIqfVZhMEz5oWmZbokys7APiDCOUiGUmoIlrShzzXf1luO3COso6WyNh9VQ2yU8UNq0cIcaeR4CrQFItbyt92k5poVKD02tcr046Rbda2y4CPTFL34RZ86cmY/XotAf/vCH8dnPfha/9mu/xtrPnj2LL3/5y6ztwoUL+MpXvjLHU589exYPPPAA44nHMua6RMfbid5DR2E1sj6wweizPrCaXGnTlqQ97UsH2Wqj7dIx1sImtLY4xgu70FDniDxTB1kL6zgF3QHXXg4KHvM57091Y+2Ebrq5T2jzvJzkvjz0O9YnN7jRn8BjX0xNRjNwyE1uaZyG6uoo8D7jScd0A6CUx1Ol6aXC0yXUI5C/I48eHhLEcYvOkrMq+/fZmvCHEo4u8/NQsylxC0rrln5VsDdvpjESea4tw55+EZBFarQHk+iU0tht+cvCDuy8klLes5wZXaaT4DHRc5z0PoV+IHTgBUumdrOEN/0QouwkrAlxW/p9XAugHCZPnLO1SbC0iY7yaoh2ydm1xlhosCZPm4OFsrdSSefasI4anUuoZbyFftcg1A7FNJ1HQfHUnzlzhjnRa+lXf/VXccMNN+ApT3kKa7/xxhvx1a9+FZ/4xCdwww03AAA+8IEPYBgGPOMZz5h5Xvva1+L8+fM4deoUAOCee+7BYx/72KZQDqDeBb00aclPNKWfiyy58cKVL+mMb/1qmasG8HTi1Svve/GetnlINf3rpaKTqLTVr/2l+shrRpoJ6iwLo8Q451iem5boHl8pnGOIx8TxTSiuRDVTe3JSEmJI0d+aF92IGDJ9OS995WN6IVf+xN/PbZ5NVj9N16fppA6tLhfEFiovD2HwbNLsWxUfW6TooMb3pfUb+ezzZc8RQgfVHRFsKLzyfbJ10jd9UALA0tbNsdKkH0QXL7jSiVAO+YqOs9UvzlGAwaPxFV6Sln7X1ow9Ch6vr/beo8mQc5THNeEXJXk1vFh4XJqDZY9GNWtijSndjy1aek1upf8Sp4ceegj33Xcf7rvvPgDA5z//edx33334whe+MPOcO3cOv/7rv45//a//dTb+8Y9/PG655Ra84hWvwEc/+lH80R/9Ee666y68+MUvxnXXXQcA+KEf+iGcPn0ad9xxBz796U/j137t1/DWt74Vr371q5vtPd5IdKT4wZekPZVLXg2B9n4GK120Wzxha1T70Gg5wJG0cAzprJbinrU2mXauE200NEOi3x7aXECix5R0mMtzz4kA+tEp3u/yhdPKYcf3Et30kGOKOo9y9fR3genmBT/2yFPl1SCWlNfrKyOf9Sizl6ZP16lTeXPk7lA+QktpmO0dz7X26wG9BuRcqBz+IEHbY5t93YHwJL50/Wm/QmS/LJDY5bhpcN4sGCabJ5R5TGMnePc9AkWx9+RDJzcPSmekFW3V5JR4vXGWDd7YUkhFya4aOV5MazDkagVIqMM4VPBKdJjaSR3qGh6pm57X2numJk9DtFu+HEryau0q6T6s+75G2nXX+ItLLBB1FNT6Y9DHP/5xPOc5z5mPo2P70pe+FO985zsBAP/tv/03hBDwL//lv1RlvPvd78Zdd92F5z73uej7Hrfddht+6Zd+ae6/8sor8f73vx933nknbrjhBjzqUY/C6173uub0dgDQhRCO6tRvRufOncOVV16JB38KOHMK9geFVkGiH1DrQyX7rS9Jb8XkF8oa6sjfnryXx5bTSx3PKMuLYS6FT3h9MZzjlMJzWvSVdDuOeyB9IYZxsFfKtBG6Dvt+N889TAsWEVDd8aEbtry8zjSMYJQrfzqXeYXHS0pzGH3nV3OOKG/uGEd9nrPK58ntiaTnkm7RqZE+h1GfJY9vEtTPg3zA2WPHjuV5zcND9BCSsfqkzhvXLa5XatNCK/TNllacfUKjczk87lvTTc5vIOd3GK+lWHY75nue0WUA+9mJ5rxh6KcXQZRjGEdEkKMTrX337Uc71b4lzk1axDoqOfJrdZU2oFmOFrXLXDfRV9Ilc0BLXkun5UR7uql91r0YCg8Ef4u8GjnxXu7lw6aOMV037XxpFQSp3KP0pKTub5wDfudKPPjgg27IRPSdPvTgd+KbzxyNE/3QuT2edeX/Kdp2XOnyQKIjWV+S1henFk9Vk7y95gOzVWz0jtgVfSl5XEMeymw5sCUnW0Oge+Tp66jzHBFp6eTHv3Bs0BDo6W+YQzYiAm1vBIxUQg1pCrtInkMWjacOmqYrknQGLd5BOLJ8DjmyLeVT26kzLp3BfE18lJkjsvoYjXJkFcgRXh1RbSHL0ZapCbVfH+QDhq0j5wmTbj7fLlvrSFbRGyonkONSrnA6x1lu6MHS103Os11IBYgO9LBXbrbUkZYx0UuQVTq2FWlc+11bq7P2u7+EOnt9retmxS7X8lo6JRjUWrzFunfWFngpyfN41zq03nmg9lysUts19p3QkdHxdqKtD4r2BKshzSVeekxlt/wk2PphluGAgbQHcezJoE5xzV8jXKLKkdacam38TtEp31OknfQFcszjnyeHmsY39xNK1yWUTovL9VKChRnpkxkVeHy05mzRmGAQeXo+4Y7poLbodnGnnvNCzI87vdZc4jFmG/01kXOS2STK4Ry6oy3jgvM1HG2UvyTQfm09+XgATIcNLrXEWGvnL7+WOoWX/pVzB3ufX4/5XxqKMzZObZOwMb5Z2E7ipFmcNeUNk/yhA8uuQeOc579EP51kPmFhiMHrkXcPqCHtO7p0X1nLY/V59wvLTs9+ay0t3Zou7z5o8Zds0P6WdFq8UodHlg7tWBu35nrckqzroIEuYIcLRxTOceFItFw8Ot5OtOXMRoe4Jt7Z45U8Jb0tNlok0eU4XkOkNbIQZC/OeYe8wqCHWluONo17psizzOChhZtocumaTLwRgeZ/pzLdfT8WSSGVBYF4OvP434EspIxxlWEEUg5HpCVyTEMPuDxJGrK4PEQDWZ+V31nyBrY+9bpzZLw9Jtqbt8VD7Uxy9TjgoyD54OOtm3w4GEmuo3zg0xDozjyf87iQwjkAjIVTtHLdMiVdQIZShzlmijjqMgPH0uwQGrUAFjU6ayh+xx42Twsq7Mnz4nS19bPk1PAu4bHOg4UcL5VXIim3BmlfovOowzqizouFip/QMXeiAe4Ee0/3NU9v3hOxPK55+mu5CURwR46J7QMoUOXLkG0e+iuzZJQQbIkyW8609dezR/6dKOaCnhHo+X03OsxTCMfoQE/vJyeGF0DhDlZEPWVKOook2ihzdCBzBFIvWKKHc0hkkcb90rHpPddZ4vWLe0ikPEc6vVht6fRShN4jzYlMDyjcHmueco6aU33UFK+3+J5eU2Mbve74LyFJhkTjeQYULgeZnPkczM7z1B4zbEwOb6pGSMM8xv4gvvNodo7U3kMYQb4bE/JNFiMHKijVxCq3IG61KKM1roRM1vB43/3Wg4Ult6TTCsnwnHLtHC25L9byRJssHnl91Jy3WnlbknXuLHutdv9rMtdp0QKnfcDBkW0sLIEqx52OtxMdL85SjFBNTLTGqz0Fl8bX6NAo3u/kBy5e57HNux6jU0pJItPyWMvvbDm49L1VaZDKlZsOpRxDV0xdR+c1O8/xfYeUsq7vSJluuuEq3xhXLrMt43U1J5emcdPDG2TIgYasSvQwCB3xBOZOkoVG5qEfNnKZO9hpXpE0dFR3yml/a0w0He+FkuTrx8+15mQfNXGb8wcXGU6jjdcK7eTXibxGU2fcTDgQBJpuHKQbCXlJb45azzZr5bpZTDSm7zl5zASVHYEWh6mVWh2qtd/vS5zoNXK19VtyX7TsqkGDS/dH2aYdtzjBrfK2IM9vaD2fJVCsNP6ELgk63k60JOpQa0+KGmqttcUPn9y5u+ZnydKHWeOJHzDqfNYSdWyjDC2UQgut0Bxi6WhLHlnSm4aIaCEbUp72iksTf0Wewjf2fYx95gg0/SlfCzUYE8wfZM4gjzmlC5+cS5oJgaLFUn6evSI6s+UNaNZmRi3Eguq0QlJyh7Sb5Vkosx8eoqHySZcemqKhrcjaRl6+KdKby1CNouTIPrdFXjdboDPlh7Wk33/w0a6l9NVF15Y43IGso8i8wUp5M55+/v6JIR9BlP1WKw3K781aB0NzeKw+jceSW0Nb/zy/xIGS9x8przWsoySv1j5PjnUPbL0GNHCqdI+UPDU6a6jFrqVr4uleQ1THZZTi7rjR5edEU3Ra65NfUBo//WDID5Gls2RX6QPTK3ICUihH6XrvxHv6im0aslxAhWcnWHNyJaqt9XkhHMKGQPgoIBbR51TLoZsLqgwTCk0LpVAnl6N/egxzdOq4U0jb9NAFq2S27tzUOFAcWU183Cm1NgtKXqkn2SnRbl23ZocWviHnn4eXlJ/+kl3S5nzNZLyw/RGktlp6O7YemrNtOf0eaeh4fkzbRx35+uXXUiJyDgNm+2noBS+UgrkiIVszGa4RHW9ZyjskO9gkKCKtLbTWXvre3OI7tTS+lq+G13NSWx1szwFb6rC32CfveyXeEvor5Ume2nso5anRWUOaLZacpWvi6V5DtdfmCR0qHW8nuhYh8Da7aE+i0tGuCeMofblZj2PRcZQ80vcYSLskgdyqzq8Ww2zFQx8oY1p4IgptbUw8JeYuEO64aXCe+uRA73eT47yLaexoWrKE/FFHORUzGfuttG4AMoeHhxck3oSS5siuRDMTGs55I2kp6aSu+o2F9ma82hR8Eq2Wua6tvnQe7LjpEnlIbaQ9ZBlsDfHV0uLp14nu83ViPu3p9aQ8O5Qn/bqho8z5dRPU+WFEoCcBc6iGiIFGwBwLLWlGoIVDDYJSpw0J2WSIIOjORy3iacmtoRoEUPavLfRSMxcLxWyVV+rbSl7rOZP3Uk+e5PGuJTmmhiQA1op615Bl15bpG2tsWEgnSPR2dPydaO3pVraVEA/tpcmBaLds0fo8/ZJH3q81nsinvTSk10OitX6JKmso9c7hkbo03dMcGAJNXvP0FQR6Rp67hFgG95WX4o6khRzo4RdcHj09HM2MJ0c6gTo6yXXmiLGPDtsx0dZcymn1IPRajq2mWwuVqXWiNV0QdgFgc+xYO+a/GlKet1sIcz4WgLEeJeIfX44kp7YcZdbOOV9nJJQZmHM7I0zvaQz0NIlAUOPAeMEcaGYLkQsi1/yupH9r+qzvVu07tcZBLn1XW+NqxljfxVR36T7grU2tPOsBY428WvtK90hNz9LrpHQNaH2la2ArR9aS23I9r9VZaj+hQ6fj7UQDKW55QF26HyveTEOtrTGtqYZKJBHoaE+kiOJKis4nHUsdW9pmIcb0+IC0SQS5Jg0eRaCpI62lyFOc9dAjxT2T+eaFVGS1wEQRoZPxybS8dh73m5eZtgtj6Eg2LerB5dpZJmpR5nxzJOWxi63oOtMYLaWfN085X4qSauXOo5zacI7a8xB5cxl2SMZ66sj5qJuTpPzBhcqNbeXrJT0ETTxzKe8uK44yxAqDkz5a3nvk7VPZ7ziGlvKeGzuAhnfUlJJOk+AOxlK0bsl3bCv6V7KvhqeESGuhhkeRDq/GvpbzqvGW7q+evBoeq8Kgp/soaMl5bSVPXnNMdH+ESPTl7eEffyca8J+M5UuOscYC+U8/3lPlFk+ZnZBRuk/XItAakiwdWg1p1lBpyaOFjpRkTi8ZA01RaHoPzwupRAR6XIQcrcV8PIh+2g4xPtI43irYoRe70Dcqdhkvd/L04iZUzpDp4iEKOtqa5mHpCKItjzOmqD0nD9lO/HEN9JCJnPLzoK0J7wP4zxoQ7+spodS+TqpjDSod5fD14ufSvj4EYjw70N2sIACgYRexoAoCGRO4/TOSHdvkBxGdmABBp8uT1Xlr0DyLSjw1+iyZHp+HcpZkeCEVlqwliLPXt3aOtedbs6X2GljCo+m27tEleZ5f4PV59q31Dzx5l7efeknT5eFES6Lxzla2Doo8axenFxsdCE+kNUg0kBzbKLsF7NIQaOrAarHPMpuGdIhp32kiT4tv1topAl1wyGn6ulTKmzhpailviebS+Fsa98rjprUMErVlq8dT3s/vo/OZZ9PI43QTL0eOZUaKHA3uxPHyMt0jlctqByLXi4mmc5C6Nbkl0nXlYTV0LlZccyt5aLpGNTw+5ZtV+frl8fXy14O8kEqfvoMGHvc8kAwdCMB+n691oIVTZCnvZIQf/wyjL37XluR5vK08mj21SKXlvNbKs+xrLY4S9dSsca08z76lOi15WyHQLdddjdxSn6VL8rZcvzXXVAtReY2fhaOtWHh5e/jH24mmDrL2JCkpiDFWlg7peGtOs4cQ1FwzrSAW5ZeorsanocAlJFkLw5C81JnWZJZQ7envXEAlItDT33FvE0FWZwR6KgTS6ehccoJ0RFOjhBhzB9hODq/nbLbKafOQB47WUtvTZSYdb5kNQ8t+UUK281AIbb65A57HN/N105Btfj4kqu5RWjfZ7uedDtO8qc6ajx9/+KIfLM7D112XQx86JMpv6Qboebd+seiz/rEhOsTTGBrzDIzhGyweOn0wE1o9/p0LrniZOAYHgZ6ddvK+hOpp39Pe9+YS1NHiqR1Ta1cNj3Uv0oAdD3X2HDAP+Vyyftb5q9G5lNfjsebm8VwMaplD7XiP94QuOl0+TnTpyVQ6yNbTZqlP6tZsqnWiWx4ELZRZQ6ylk1vKyyzjneNLa5NOdwltls6z4JlzQM/ve/Kw0CHselJIRa/eRrNCSFTYI+rw0TbbabN1ayiudIgt3kgSOa6VmzvaXKckOd9A1k/O0xqf/xLA169UmEWjcmYRnSyd5TG+4y15LDkpHKYOeZcPXfn5iLL4QwgtlmIVUon5nec+taAKOXeTA80KqlBEOwDN+aFLqGHr92YNgrcE5WtFM5fqrp1vCdku6bDsPMo5WHJqeFvktfIcFS2dwxLeFbTHAfZH5P6dZOc4ThSf4qSjXEphJMfIJ3itzXrKr/nCiverQTmW96uO9EdezWmmznJNMRNZLIW2adUIqVPdIUetaTt1riF4KAJNHOih76ZwDoKwsUIqds5mvtkqL7pihXNQJJI7oLbDpG0ETEDRaDsPMeAOlu9EU/QRipzcsW3ZqEj1yHCOJENb49QuUVHrQUALcSn99KJnSalxovXKjNKxbXF0dT31mxZz3X76PmkzPx/pK2XIEOjkFNNwDtkXC6fE4ik0/V0yepIdgIRAR+ecvPhE7e9GGv4meWGMgXEsdUqq4VkzpoQCWzwt6LKHHJdQZc8GzaaW8ZbuGjRY7ivSeOV1UiPPo5rrbgm1XOsaj7RPoxIQ6D0ondBFocvHiaYXrESnvQtT8mqIiuYoSx6tz7M1/u3I+4DcSdYQaHkf10ImqNMqj0uosecce2OoHoqyUwS6QwrdiAj01DZuIExI9NB1aVMhceK0WGPbMZbOCU91R52WmqwLmrPGj7WQjT6zh463nF7LybLQammflqkiOsSUXy8zTR1aHjLDqT7EhdqQRsdjjqLLNfVIOw+y/Ho69/WOsCTrQUD3afj1qoWMSHk5Aj2dD4IcB7OUN1hIBkeghUMdIEp5JxSbl/Im9s3fc2L+pe9G+l1nOWiW82lR6Tu9lqfGjrU6l6DLni1L+2p5vHmWxtaGN2r3WU3n0nDJmutuCdVe6zB4Srw1ZM3lxIm+aHS8neg9RsdMIsgaBcInX9aHXDrQNJ1eCV2JqLJ2//f6aog6qlr6OtmmFVaRaevo+wPomwclOi15JEJNbRXhGwmFHhHo/W5H7t8xC0cKM6Dv8/CBPH1dvqGQ8+RtfBOXRuNp9cIvaOo4iZRz51rbuCcfEOxiJhYS7dsXT0hpM2IQa2FtyKTzTmvE5eu/HoxOZnTZNYRbyvOIXgstaPESiraX1kQfm4eOBNLu8Q5BoMxGKe/kPFMEuiMIdC5n/CASB5ptMAS5QXc2sqj9LF/zHVnDIyk4fZSnJMcaV0K6SzylzXMlnTUI6mGFv7SsW419NWsiZdTylq47jbzrbok8i7zNh/pTd7sjTG1vjJkYjrDYyrD4ieF40PF2ooN4ofDXe3lyLRmyTcqA0t4Z7ZI0tJm+p8ivh0R3Cp+FVnsotYZOWzzEiQ5I/HIT4RzSMaewS1OMmwgpuuttzqNIr/WeO1nddNrose985cgxR0k1WRINjycwtdvIMUdm9U2T2lpofRBy5MZMOkYv+pJvaqT92hzo+mohJNE99sIrWpBjfn4O05FOHyipT64HHwe2NlRGaiO8rJAKRZnBUWVWJAUcraYVCAPEBkKA55TseBvlgzxWDJaT5RPP+2u+Q0sOUS3V8tY6TZ4D6/XVjrHWZK0NNeNbdNTY0LImFq/X7h2X5GjHLfKW6KgZ06rn8vZTL2k63k60pPhktlf+SvSZUhBjJQ/ti/za06Um1yvl7VFEdelYiSprSHTpdUrhpY4vbfPS150SYyUPBeeis0xKeo8AWI9hN4ZwxDR247L5McweQpvHQOcFPDwqIZ81yHF0ivbMdu4w0+Iv6XuwnL6O6gyQDqiPbKcxdcVbpM4aZFvarqH8UWeHnn2kNGpBeumY8TqJOg/PoY6UMpzkv0bkvHZsf8YbFJSZItBDNxZMiXLCeDyP3/dTHDWAuS8izhMKHRc/yo7HsrCFRL6WOhgaEkjlUl5KEjW0+jSdrbw1PDXf+TVyS3HTS0t5o4FH4y3Jke81tNVLISvbreItmoNZc/2tTTtbQ9av1YA/T0mWnS0l6RvoaMt+X94e/vF2ooPyGox2KO/lX/mBKI3TvlDk9SLvo8Foj230RdtKqLLWbyHVEo222rX3Fiot3gcyR1lIZegwlu/uRwc6MCSao7RyQ5uG/pbQZok6x/c5Gs3fa6QVVUlOK0eOLVuonhzZ9lFmGROdV8GzkW2ul46nc+Jz09eVz1Ev183nzmXG81qm0vkojWkdu5zo9QTI8037qZ3xL7M3pPG0EuHYMMkgGwfD3N/lsc/zBy9d81FOcpi1Nog+8qJkfQ/K95RXfodq36+WPM2GGt2eHSW+VjnWXKwx3vyXyLN4pLwlvN65rtFhzd/itXSWrkNPXs34kq/Qsp41+j05LWt1QkdOx9uJHpCjzTUfpjg2jpN/IwX4sdGl2DeJJscndauEt1VFsCa+uQWplqizVu5botOdwyv/kjmpCPSun3M/RwQ6OhwJbc7jnGUpbwCEp2N98ntHi5v2SoNrJPuCaM/jk7Wy312mU/ZF2jMUndubxvjxzbXFVvg8dSRZk2+HYZTPQw21pK2LlIrUpF8EjgKNzknG4OfpF/NranpQCjsWhkFLeceUdHN6uqhrin+OPLzYCo1z7nghFVnSW6KRXnynx6vFmwbSZ8mhulrji7fmkfOt5bFs93SXNiEuLY4i5bTwLtXZsiZrz33JTo2H2tdybdbo8mxYen5LPI3x1BfQH2Gxlct71+PxdqIjeU+Q8TUo70vIs+STfZpuy7aWe3gNAlxCojU+2iYddipHpr/THGs5ZnKY6TxNBHoq3z3E912OnsqXzLaQI7q02IpEi2XGjnhaKILLSTqAHupK5XKbeMysZkvSneYAxp94tJLjLcVW0litja8FX3dqZ1obnoIvXz8tU0grSizzJdeRRP6pvqN1pulDEJx5y19I5na1lLc4V1MbDftI4R0A/1DS8QRlZu+VY+s7UkPnNCfH4y2hddb3uzZGO7baanisOZV4vHHWWpXG1MiT/DW8JZ3acYnfm58nI7Zb11ALr3WNtdhSS9p1bH12NJ1LruHS+TihI6HLw4mWFJ3cmldN2e8WZEbKiRlEau/dEv2lSLNEnj0kWkOeKa+WTcPLEy0LslQg0TQLx4hIcwR66LR8whwdtuKdJZJq5yfmccn1mRT4RsAa1FUe51lE9DlIxFLTGZ1Wal/I7NLXJpKHyErnVsvSIdfGc6K98yDleLQkJpqOtVD6i0laiIo8v5FYPmcR7zxSN2fgAEanmfGEnm8mlIVUWIw06r/njoLX4pF9W5QIL/GsQbYtuZbO0nxrkPFWtLRWbut52AqtbuHdCjluoSU+Qk12E4+o3MY5Hm2xlcvbwz/eTnSto6w5w5Lik6PFaz3dtlwfGuqr/QU59mKRtWNvXGu/xSP6AvlLEgNkaeyGrkOgIRwdd/g4UsudaI5G53HSCYHW5ckTQcdJ+dpGQN1h1GOF9TLafWbnePnom8ySE5106WXE+Tg/B3Trg8B0HolseT7sp0P7POTnzKYW1JqPSx9N/ZeLbRDp/Jrl59Nf83z9goxLjrxKKe9h33OkmuWN5uh0FgM9kPfse6zjN/wSqlfDGwiv1wdw2dZ3rLaBTY6RbVafJA/xLPF49nljNBSzJM+zxXPMLPJ0bmWXNaZmbTTdtTo9ntKa1F7rLeRd6x6VrpMTuih0eTjRQXkv/8o4J+tDSf9q+rzjEkmHWQvFkLxrX5acFgfa4A2KM52BXl38OzrQYS6gYlWZk0UqbAfFy2xBHWRJuuw8JESzj5LmBHLHmDtvdA7xJFOHkuvSUvlRe3gVx2QTdaJrHgT4mujz5XHcmgNvET2XdI20Na6R00rxfKyV49mlX0v29Uftys6HKOkNTE6zUsp7oO0BLD80AgQCTRHt6RjymBlHxgrDNWdC49ViomvlaDwer6ZTG1fznb2Wp2UuNfJKfbXOVIvTt+aBI/ZpyHErItsip+b81lx3tbxLQ32XXB9rdQo62uwcJzHRlxdpDrcXuhGQp63R0BZJrb8ca6EVsoiK1kePD8hf+dIKsvROWzy2Qj5IuAnN/QyAVCTsSBhHQqBlyEFyROjGwjw9nMZjhS5o4Ru5rNwZlxTtk7osZ4yjygltluWctY171E4NndYeGryQD7+MOJ1fP7+n7ZYtkjxHWM6BO5e83SNPfw3JcybnJcN+rAIoeehQ2SbtATGRkd1kiGjzziykInkjqkw3FKbNCDFkg35QoTu9QRyXeC0HuVWO5JXy6LHFK+V6tNbhLjn5WziMNbpa5C+Vq/FKVLTV2ZfXSY1dLeE+LQ8YnpwWarnWPZ2t1+9RhKyckEqXhxMtL0rtL+2nX3IeAk3bPWSm5YMK6L+Ad8bLQog1NLsmJloi31qb1i4RaOJAoxfAVvzlOIZwdByB1pBBWUhFe5/zJKUyndvA+KiuvAQ3dULlCeI2pDYe08xJK5mdl8HO562tCd0gl4dz5Bv1uBx7oyLVZaOl3hphPvYcSekgUhRb6vFoCwSZXwtyfvy6kmW6c/42e/Ix4oEl8PWd09fN6emmF9sU2DFeKWtsoAh0x49nhcSpthwA7eavfe+u4S05pbKtFQ1u4Vk7HkbfGp019rQ6gS33r6X20XvuWnm1ciydJWpZC6vdutatca3XicbTOM8TJHo7Ot5O9AA9xV1NsRUvTlo62NrTXs0XFnVCAR0Bpkivh0RbyPMppMInrUVW6GZBC5nW7JvaYtq6+DdSjIPOEWg9TRpFVCUCzRFCiUBTpNfelEePLdRZopKaPXy85zjmhUW01HQSgaZOdeQNgDleQ1Zby4hHHTpxeVp6Pv5gIddE2xzJ55vWuOSQ8nkuJYq8l3nl9bANaXMIwLhBULMj8HR1YdosGGOi5/LfdJPgHEcVlcafjJB/d9V8z9VMXvJuhVZrPJJkn3zvoa01xS9aC55Yult0rkXaa3it9qVrYunUzscSeTVyang1nhoqfXZaqKUUuqZ7qy+kE1pFx9uJpl/O8r38q70A/YK1+KDwatQp7zvlvYc4y3aJRmsvC822kGwNzbZQ64hCCwRahnKgw5zGjhZSGTod1czRPeocRkeZ89O2iNBK50hDaC3dli0S7a3J7pHkUDvkpkGKJE+LJvRT3mDwLikjTtennDqOI+HpoYWvf5prvjb5Gmtz6Jgczx65Nu0k19GXZaHHa0i/RxI9YeIRiPGIMk/v5yIrCY3OEefJ5iDbwPvmY/FXfgdC8Mj3Wp/1Hap9B2u8lixPt+WAWH2a3RaPJbtkt9Xn6bTWv3a8ZkNJTqm9dg7eufKuqVZ5tdeJ1bbkuNb2lmNPTuuYCtpjd2R5ok+Q6EuZaM3gEhJdusg01DqSh9RI0n7ll4g05ZXoMC1movWfJnwSRW4ptiL7etQVXZnmQRFoeu8e09d1cxaOQSDQgTlQFuJbR6Wy2pEkQqsjqjw+ObcvL9Otk48GJ2c8org8XjaPadZ58/naaHe0y0OFffI3yHkFVPha0Dl0qr01jqoXglIeG3Xxa+BSoUEUUqGUpa+LY/Y9/xAuLaRCv/eC4NV4pDxzUpU6LXmSp8U+OWZNqjtLZyTvPrPGrrXx3R7VrAnVcRhzsM7vFsVqSudM45FyavwH77NTI8+ab+26ncREXzQ63k609+QWxEtrky/rJ6gSIkBJQ5tL8cge0qyFWXiIsYdgW/0ech0RZwWJDlP7vExdR8p5kxdxnDTUlcc6j4unxZ+WUOs0FkRWbMtRaonGxvHpfeKXPJrjlfrseF8Z1015cuTY5qXrOP61Y8A1W6RdHvHzEj8KOnIs10rLQGGh8/VhFvxvTmVUW18r+ktAaX30a7KNnDGTYYGmqZvGIExrli0sQaNjfyDvIY7lQlrfd9Z3ojZG8ss5Wcia9ddr83i1Y6/P01XSaclokbvmuKWtlqdFnndvtOZdOi9L1sRq83SV2j3yrocWeTXz1dqX2HxCm9PxdqJbKDrJ8WWh1aVCADUUUVzPMe7EsXSWYwzzKXLsxUhr6LKFaFvH8f5rhYvsMG0WTAj0vu9JGGanFlJJKCuPFebZDvIsExQNzhFiD73VS4MnHop+t6OQFhKqoZp5hhAfladOfeStQ7aXxUS3fdd32bnSeXT0W8rR57CeatDlmuvNQ8XHMfkvFvVUnm8AplLeol3ESKdJkSfaGYGebPLQYO17zuKt4ZHyNB4Pga7RacmVfUvjirU51Ogsya1BjD3dHhrcIqdELXHwrWtROmetBWisNfH2O62l0rzXymldt0Y6KbayHR1vJ5p+SQ7ifRAvbTOh9yUpnzJL14F1/9RQZitMQiLGEmmu6deQZwuJttBsq92Zayrl3ad4aOKY5MifXbgjIbN6qIYOkkh0GkIWR3ijg08dKZkRRNpH5Q9iQSw00kKDuQMd5Vvyct5I+fpJx5zO206HV0M6Us7jxcNs//jXKpOuzYHOfUvy5OVociQ+BzlXuo6aPLlWtgFdysRBU9ExGvsyXVnc8/TeK6Sifa9Zx9ZmPImG1crzeCLJjVP6h913fjW0znOcapDAJTpL4yy7JH/NZrIWNNPT7Y2tuQ/WzLd1Dp7MpWEslk75MNdyLjXy5NV8vmp5L++w40uajrcTPWC8P1tOtHSctZdG0sGudaI9R1o6zRQtPkDu1La8rDCP2nAQ7zWFbXj+VkKgO1ZIhTugPN45z8mrIbN67Kxqg4EIJgeeI9Eyz28gvBz95vZ58nS79Kwams7EY6PpyZ58fhYv1xWpPa64ZGf+IMTPK5XjbYAsocCt5M1TuzalnbKwTXwAk5Sfz7o5DKG30eVJsJofWlY3mo0gvPPxPGH7Ri5v+NaN24thromXlt+t1netZUMr0usBJiV5NTw18peMK42XPC0OXq3u1jEez5LzsEZeDXnXfOlaL1FJnvXQYMV1e/Ibnfs9+iNMcXd5B2xfHk605yTXPjlLB5z2eTI4AJijuZ6DbKWtO1D6NCf8QPlbcq618A0r7KRHioGeXsP86qbjMQZ6RqCRHGjudGip7XJEWI7hp4qixHlKurzqn687OLw+eglVns5b40RH4ih4cpSpfclmiZIm3nx8Hj6go8Q1RNcrc+wAUEeTnlfKQ+XED5Andy1pvxIkuzgKXhPOUUutcmZUWhsTMFcpDLRoCg3jILzsu0vebEsImYfGUZ4Wed53q/broZyT5jDUIHfW2mj9ljwP8avpsxwmz65aHo3P47X4KdUg5Bqvdc60vprzcFjyau7tNeR9dpbI0eZb+myf0EWly8OJll+82pe2J0OOiVR7oVJnVIZFeJsBZWiFzKjhhVjEtgMxxuLTdDp205LeqQIhUrrZHiPqPIdvdBi65Djzn7V527i0GgINNk6SdHZ5KISObubykk2ctzd0U8ccTEbsk/I0m7VjGUKgoenjmuThMMkptnn5mmobFNuQaDoHiYiHySbAO6+anF4cL7erxm5+DDYHAOq1tEZfq5w5rMOSN2XtYDw0dV1inr7LCCIdZJ9zLB2D3Jg2efKXv7U6KbXwarpr5NWMW6NzS54lvNrYmnvfYa7JYZ7XtWEgls6WdZNUO98153Wioy22cjR6LhYdbye6luIHxiq6svTDRB3R+F4rUKI5vD34pkHpRB8oPPEvLefdC10aYu3xaAg1mV9EnxMKPSLQe1FIRf9O0BFaHpZgI9Aclc1jfDVKjrC+gS8PkwD0DXzcHp5OL4VIlNKkJblp7jI1nbXZT0fG/bCOga0pn6+36bCF9mwOergOn6+O7mtp+mRc/FbEQ13o02Oag4zJijZoKRBbdbci3OOGwm4uqKKOiQh0mOayz+dQRIw1xyL21xSDqNmgKBHBWp2agyLnUOJtlWONqeHxdEpaG0KyhpeSZacnq2XdND5LZ02YjievRZckr8CQ/JVkaRiMJs+ims8O5b28IyYuabo8nOggXhB/6UVsvVqJ3qs0BLo3jkvhFhaK7cUzU90a8ixRaGmrx9eBVQseX930wvxXOh/8vURec8SXt/Gf1zmK3YlTrDs+QejT5EUZuWxu7yBkJsrlJTt4f+LnzqRfHKVj89HXg88hsDloa6c5k2nO1HqL8jhnbW00u2R/Pl/tOtoCMOI684cHr1BMfo3k60avG2Tv5bU4IscuqBbAS3/DYA5JHixnW34XymMoxyXEz/prydPGl3RaKJzXbpFlhzfH0oW3RCcdVxpbe29acx9bMu4w1q00hzU6W+2pOW7RU3tde2NKbY3n8ASJ3o6OtxPdUmxFos+WrCjPe9qk14SFQEt0mcYrWwg0RZhLBVKsFHcan4VId468JhBQpp3j6KxEI73CIKWS2YHJy9Fmi2SmD6o7IqDREeIbC/VNZJYOjnDTnyo0HhnnbMdP5wi0jeBLXomA7sn6JV0jL48WL88zzjW9z3XTUA4tNjqtQZet29bhHZq80nnQiIae0BCcmqI8c4x72GXp6wxlMzKt0n56up14VVROQ9OC0gfwYhDyu5DyAO3yNHuovNo5lHilPG8upT4pT/JYyDglyaOd9xoe697kXUcl5NiiFl3WeYiknQ9pn7cmS3W26FpD3ufLo9JnR+PRdJ7QRaPj7URH0r54gniV+GS/RfkvwWXEeauXhzgbKDID97zjSUYgx3PtBvZ+RKFzpBNKm0QWgYgEShRSlsEeefOsHZhlSISQnu4ckZNoNJfXMz5uu64bzF4o7y3Ek4cTBGGPhkRrevl6+mi1RNnpOUi6UoaN8Z/9YdBQZYpGU33aHHTJ1L5etDc90blkZwvhaxrfy2tA+yVCjoOQoY0DusmB7gTqDDV8IyvvzeKgKRodDSfHgOgz/mqOoNUu+5fI05wFT6fW531/e7wWf+1xi9zS+BYez6G0qORotfbV2NW6lrVjvXGWbbLvMOysvQY8uyy5Fk/pvDp0tGW/T5DoS5cGYPH5kah1DUldpAy2ikDTY4pASxSY8sjMG6eFPIlOS+TZQqLjPZnGPVO76fFUSGUuqDIfpxjo/Y4izgCEA6FlzOB9yVkKiHHJo5x0bBXl2Lk6EyLok5X1Qot51eKLJQqZ5kJjkKWcHXOo6BeMVro8zcEvXR55tPjntEa8aM2erW1EX3uMz1NlKEVH1fVYa3peSvJqM58sIQ9lzq+3/Fy3OPTatZ7xBGDY7+b451juW/VTQoew7zEWUlHkSUSrFHcav/9AjgfxXhoi5XrytPhrGb9JdcoxNTotHo+3ts/bYHgUZbqPIibam6dF8py18njrt2Ztl5yz0vVbe60fFrVc6yd0Ueh4O9H0i56+vPjn0gVoPd1JBNqKJbZimKnD7fFoGTa0folEa2i0hlRL2QpinbJvYM7MMaLPdA064qNp6GdcRo4wUqcwKGPHU5AfA9LJ5OOGTG/SoSGzMixCsyPqlrzSgae8/CVDF2QuZQhd1GGUawAhT8u2oRddSX2aEyj7xjWL/3tUOmd07bUNdfmDkNwEynm2QKTlNWXNJx7rdlvXXn79pDHjPGL6OjM0I/KSAiw5L/2gdmlQmPpqEU+JcgXR5yF3Gk8LalbSWcvj6a5FB9UnFue41FeSV8ujkTXOc6CXONeejBrbaq67mr4Wva1yt1iXki7rM6L1yb+t13oDHW3Fwsvb4z/eTjSQxzrXvjQKRp8E9WT8c0faorNLY6APlOOIQNMxp8AzeEiEW6LWljNe+9JS6QEpGwdBoD0al83L71zO0KChmmk8RaA7MpZn7dDQPmlXHu+sy6NttSWppT1cTm6fj7rKzCLIeDX0m8YTS3Rem4PkieSFc0QqlyPvVbsSjzYHsOOEvLehwCXSnN0aFFyutbcXQNM5oJ+Lq3g0Z+fwYqFj3klpYGsJbslTg7jVItqS9zB4avezWH1rUWFP58XgkbQUpaY6S6jrFjw114Aldw0CvSWt+VxYv+LQ8Za8y9tPvaTpeDvRpZ8ePfKeCiNZ6LP2VxYxkQ6zDNXoBY9ElJc6xvJF52D1T06z4uek5Ym5oPtuKukdHdv0voRc1hAtDELbLORVc4Q4Olh2viRa623u03hLIFC0wwpzkPPkuiP5ualTZg/pQEt3mCPlKc82XQugQw/rAxX1eCit5UxKJJ6O0eyjcrcM66h5qEnIPLdXJ+3hkOY0Vx4uJ5R5MMt9kzVSEelZmT5QQ8HKF2visW7ktE1uxvN0evJku3RGPJ0lORavbNf6ang8nYfNI2mpM+VdG1a7txGzxp6a87C1bkumdr3VXMelz9RWtLHTf5KdYzu6vJzoFtKeCiVRH0GGTHihFrTtQOFprSyoOb4dMke4yCv5FAc6GI50ABAmB3roufMcNwBuQVphES/2OBF3Hin6XaLc4aE6uKMuM16U0VHOn/fxBwPpxPGHBtonQz9yJN9C5+UDkHTGRwc5oDPmVkZb9aIpUhfVaa1xjc4lZG0w9Ir81Mvm1/H8YCZugkOY4p+tct9RXoDPE5A74TUoriQthlnTpTnOVMYaeZYOT2etnFJ7pJp7yZKQwMPgkfxrnOgl99A1c1h6HmptXXqdeJ+dEu9SKj3cniDNlywdbydaUvzQaCnu4t8lRJ1RIA+1oC+5sZA601ob5dV4rPANLX1dJM2hj+PonOKYyZmewzf6+LebS3oPsbS3g75yp6EtBZ1OeiEPzdGUP6vnoIZM+Uadch0xpQ55arc2HcoUfnoIiZyfFxLB+0B4KJqbh8rIY80+D0GOffExRjqR9AFHknR+k9xd1hbnpW2O1GK6AfngtJziHGScfuqjc8CsO5C/jQpHubSAChESEekwTJsL1Q9Yh3lT4aBct97P4RaKVntzthyLoPSt0enxUp0lu2rmUDNmSaiHhWSX0NMaHou3hrYI69hiDi3XgNfWonvJuV9Dtddxy2dH8lB5J8VWLhpdnk609qr5orPIQ6QlKlxCh+lYa/Oh95LhHlQ/tc+y03pNjnOYkOlxU+EYwhFICMdYnZDevKlzlRy2vIw256shKYePl8hlQsRzh71mE1hy6gIbw9HvHL3k8oMyfy08IcnTQjLS/GV0shbmkDvWXWaztEdzonnGFBsh90hzuIfMnoh4x7XL0+3xNZJz2Yr0kCCobel85eEd9rXJxgfkBVS8vvliJLxzejtxPjzUNYj3S74HtXGWnFZe+t5DnOVxjW7JpzkkrWMsvlL/FjxLeNeMaR2/lqfmOl6q27p2tnaiW6/jls9OLU+B9uiPMJxjG+DjUqXj7URHhFlzki2yngopUeeSkkRvZTo6ihJHBPkUcqSZprqT6LVVHEXjkc63/EvtjHPplfHxnj2h0fsMgd4lWfOyaeirlz4sIY6tZZOTzrwoBw+t4Gh1LQpeMwe+6Y0j5C0UxLqNbbEvlxfnaaHVMqsGL8RCUXzpjAMclecO9AUcqE5iifTUhVa4CrdL20x62GEdOirPiV533L68oI1WQt6iiEjv98qvG3O89PTzkCoA+g3VQ/Lo96Ulp7YEcguv5ljUotWeTkseFF5NF5T3a9FWrzBLi5xWeZbcmjGRSki+Rl4hFY2nVafVv+RcSZ3eZ2fN5+IwqMXPOaEjo+ZHhA996EN44QtfiOuuuw5d1+G9730v6//hH/5hdF3HXrfccgvj+cpXvoLbb78dZ86cwVVXXYU77rgDDz30ULv19EtXIgpam2wH7AtSOtIS1aVtPXLEtwVdrkGeLT0Sca5FnimgNf2yPP/CPB8T52x+z3/ypshmWloNmUuvxKM9qZSoEzKTjiDkSzQ16c9RWH0OGkKZHNCQzYXOF8KOpCuGnaTYYfulo9wcWU8bA7k8OVauHXes6VzSA4qOqLe86BrLteaoeHKc5XnBShva1tcKdeFfLfo86PUwv58HdnOYxixj+tDFIirz+ZBFVegxM065TrXvNu/7URtT+k7VeDxei79Fl2ef5sDU6Kqxz+sv2dM6z5KuFp0t82wZX1oLSUvX3JNbu37yvTXGk2Mda+NLZI2v0VVjXyVdmIqtHNXrcqZmJPprX/sanvKUp+DlL385XvSiF6k8t9xyC97xjnfMx1dccQXrv/322/GlL30J99xzD86fP4+XvexleOUrX4n3vOc9reZwChif1LRX7cVGz7fmwErEV6LRGkIsU9xJtFrbcCjR6lKxFe2vtLFDjlL3mFPaeVm3JDKY0Nv8A5KcOzsmmjqTrZsStXRptC9HejXU0NcZ7cvDVUpFYGhM9I7oLiOV+ma8qDMe28hs5JV9QRx7KGkLgu+RtglUrhuPE9fPWSTpyC6KS1YpP7/+XGRsuS97PvfDlK7O2CA4Fl0x5MWNCkMHaDxawaiAdcUlguClfVJnK+/SghYt82zh1eZQIy+SnMNSnsOSp41d8+Fp0b103bxzFcduda5K534rarnWvc+iJe+ELgo1O9G33norbr31VpfniiuuwNmzZ9W+z3zmM3jf+96Hj33sY3ja054GAHjb296G5z//+XjLW96C6667rt4Y78nX+2uR5TNItFdDfC1HW46pQae1gioa0mwh1dJuy2bCE7NsxcIq9EXjg7WiJmESxBE96QAlntxAMCel7LxZ8hIl2zTUUdptXRpST46wh1mHtvASPOBzD6KNZ9ygfDkiq88zvU+6cySXrzldk1xuOm5zqLnN0gnOEdv8Vw77urCvp20oXwvNhsRjoe8zX4i8E39En6eQjSRrakeXx00zoV3eFo9bv/M0Xol6ldAzC/Xz7CvZ68nxxms8nu2ebR7V8LbybCGvRnaLs9hiX01/y/nwZC61q3T9arwt12brdeTZah23fLYNOtpiK5f3rsdDWcUPfvCDuOaaa/CIRzwC3/d934ef/dmfxSMf+UgAwL333ourrrpqdqAB4KabbkLf9/jIRz6CH/zBH8zkff3rX8fXv/71+fjcuXPjm5YvhNKTrfeLg+X4avHJp8RfiTRLBFryStTay85hOeFAQp3jfVg62OR46MZY6JiNY7/rp1R2eaywjlBStNVKreYXLKHI9HhconIBlBw1lGh4OUY7uOP9VHJl4nOwYqy9DB5jG9i60WOgjM7XofLtvxZo6K0mT0vPx3V3hlw021VH9hprDxf0c1ET75/infMsHEPoxgwde+enodEYRTD0m28JrZI8HkLWwluLtLXqbOFZmnnDW7fSvWRLniW8dMwapHKJzsNCl5dcxzW6axDerT4PW9Ha83pCm9LmTvQtt9yCF73oRXjMYx6Dz33uc/jJn/xJ3Hrrrbj33nux2+1w//3345prruFGHBzg6quvxv3336/KfNOb3oQ3vvGNeUfyGPLQjVrnuld4JXIsHdED0WeFfURe6WxHfukIyxR3FursoeHSbgUtD+RvysjRTZsJuzETRzeFb3R6xguKvGnV/yRP6tPa5IO2FqdqUQ2PlE3jmTWdeihDYHy1860ha03ythgDbY2nc7Tk0PNmnxf7lwGJtmqU1peizcjsGP/qfTm6nmchieO3RaT1uWsZULxNmyOa3E+OcSe+Z8i6D52e0g6AGgcdx0tELL63nGnJk+lyeGSfxqvZoh3X8taihLUIY+m+4G1Sq7mnHCVPDW+NjBZdNWM9W0p9Wr/XB5Q3FkqektyLsXFvi89Do1M94OiKrSxNJHBcaHMn+sUvfvH8/klPehKe/OQn49u//dvxwQ9+EM997nMXyfyJn/gJvPrVr56Pz507h+uvv348WBsDzX+lT21aeAR1di1HWCLGB+JvR8bIOGlZhMWTSx1yap+0fae0ESd66DFl4BD5oDue51iSzPyg8XAHO7bp8bGefI+ivBqSqGG7zuQ81863zi59Tay46Vy3j/TWxCdra1OaZ93cbOQ4OpvUTjlXqtNPYbg9Is3n2UFDzK1fXeZrYSqoMljFUsKITJuxZEPvOx8W+prJAb8Zt/KUELej4NV4UMnjySv1WfIOi6fFKVrr9C1wwBbpPqxfBJai00t/tdmaWj4PgD2XE2T6otFh/BbK6Nu+7dvwqEc9Cn/+538OADh79iy+/OUvM54LFy7gK1/5ihlHfcUVV+DMmTPsVaR4MbZcXBaiXKooWJuBwyueoiHY2mbFmrHU9+rEsejzMmhRok4W3yiXnM7koNHQj3iJJSeI5w2mBVL0y1GGA/g825Ccr+bkjPO1HPOOrYPnvFu6I4KrjQ9iPWm2j0E9V/m5i3Zq8rVzlNvQuy9+nejr4b3kWlBqkbPmxa9ZZGsD0kbnq4JqMYRj6BH2HJkOAXPf6HDzawlDP24qzBBt6N9z8fvP413CI489XglolHhLKUs9ed68LXnafK0+CyUtATeSR6MaOS3ySmNawSZrfK2d1kY/z8G1dEgbNPJ4Sjo13sO81tdQ6bp2KJb9PqpXC5UywAHj3rrv//7vx5VXXomHP/zhePrTn44vfOELc//f/d3f4c4778QjH/lIfPM3fzNuu+02PPDAA0zGF77wBbzgBS/AN33TN+Gaa67Ba17zGly4cKF5LQ/dif7Lv/xL/M3f/A2+9Vu/FQBw44034qtf/So+8YlPzDwf+MAHMAwDnvGMZ7QJr3mib73ArJAIrV32Wzwagiwd3hLabOn0dAu+gMlhFse+E52HF9BS31pIgHToqPORHJP8Z3HT+Zj44nuLaBjCWoo6/dAMDx2Fs04l3dqa5uEX1NEbmC16WrrEk0I2ojMuHfwcQc7T6ekPVtIBpWsg7erJ3PL3mG2UtiGb12G8ODqfHmq4PfR8TDbNqW5EGMxUlXAYphAPch1hCvkIMQtH5gROH9QByDYWej/xau0S2Wrh0ZCzGt6SM15rV8sDgGz30M41SOgWDvJSJ7rm/mY50C0OmDbWI2pnaW21Bx5rbItcb3zNQ9ZRXetLybs2jzHFDHD/5b/8F7X/c5/7HL77u78bj3vc4/DBD34Qn/zkJ/Ef/sN/wMMe9rCZ58d+7MfwW7/1W/j1X/91/MEf/AH+6q/+imWT2+/3eMELXoBvfOMb+OM//mO8613vwjvf+U687nWva7a3OZzjoYcemlFlAPj85z+P++67D1dffTWuvvpqvPGNb8Rtt92Gs2fP4nOf+xz+/b//9/iO7/gO3HzzzQCAxz/+8bjlllvwile8AnfffTfOnz+Pu+66Cy9+8YvbMnMA21yIQHI0vT7LCdZKcGsp57TNh1pYhya7E3+1FHcdbFRa8M4Zs3bAsJNhHHyTFHeUOJpIndZ4nBcsoQ5JeiKVzrPHG4mGIVhxuXR8yWndErmulSfn0JpujscK03hduraYeWMcL3X+4lhNPm+LcvQQl/RwZD+Lc7m5XVG+tCvNK4/vRkGORvGq8HgskrHQ3L6e9c/toU8lvg2Lhn1n88QwDg/Bk33exinNaWiRp6Fpgbw8eZ4TLu2rmUOtc1SSR8dKOVqfJU9SDU+NA9vq5HpO5Rb2WLS0uEyLDdp1bMlt0d1yLR0leZ+vDehSrlhYygD32te+Fs9//vPx5je/eW779m//9vn9gw8+iF/91V/Fe97zHnzf930fAOAd73gHHv/4x+NP/uRP8MxnPhPvf//78Wd/9mf4H//jf+Daa6/Fd33Xd+FnfuZn8OM//uN4wxvegNOnT1fb24xEf/zjH8dTn/pUPPWpTwUAvPrVr8ZTn/pUvO51r8Nut8MnP/lJfP/3fz++8zu/E3fccQduuOEGfPjDH2a5ot/97nfjcY97HJ773Ofi+c9/Pr77u78b//W//tdWU9qf6Iz9OfNfCS5RnhICbPVpaLVs90IyvJdmUwE1j0j0vKmQpbPr5/e0aActqy2LgwBQ+OimMjB+im7q7RItHU8A/T7hTqREqCnCKnk5xfYcVcypBkSgc/LInjvlyZFk+uAhy6pHmUM29/SwQ9dC00/nJ9Fi7QWmx+KR8ui65w8FuX7NTrq+cqxni349luzX1ku73lO1IrAy3gw5DsJ2ycNOhHDOtYtQtlkOBESflFGSpznitfJqeaW91hysMVabJa80ptRXkrs1zxLelvvjEhlr+bV2b1yLTIunpLPmmmxZ1yXjSp+3NTZcJDp37hx70YxrtTQMA37nd34H3/md34mbb74Z11xzDZ7xjGewkI9PfOITOH/+PG666aa57XGPexwe/ehH49577wUwZol70pOehGuvvXbmufnmm3Hu3Dl8+tOfbrKpGYl+9rOfjWBuJQd+7/d+ryjj6quvXl9YBRgvIuuJkaLLe3Icx0TqlTEWIixR5lgQ5YC8j39PE3lynIZUS5RZ6ysh0dYcCO+wA9lQOC1j12HodzOqxhFofiyXOiGqpSIktC1/duMIMufVx9SguTraSimQOVhIMucpPb37GyY1SvI5yh/nFW2S8cK6HFpsRaK4yT65bl5awjRe21BYjlcHrPLaGjIO0BAW+UtHkreb55ScfRDeaB3QYyBrzKnu14P8V438Wp/WNOymTBvkwWQYNxjGMt/a12eYUttxY7oxDjoAEDHUk2H6zdYKcyjxLuEpFV2hjkpJl6Ql9kWyiq1Y9wuvz5IXaQmqrPHX8CzhjeQh5C0OmfxloVZnaf28NVl6zizdSz87LZ8HSS2fHY9adF5CNCeDmOj1r3893vCGNzTJ+PKXv4yHHnoI/+k//Sf87M/+LH7u534O73vf+/CiF70I//N//k987/d+L+6//36cPn0aV111FRt77bXXzhng7r//fuZAx/7Y10JHk237MMn7MHei3UOaa15eDLKGIlMHV6LFJdkar4V60xeErHjvlaBWj4RAAxOIVkLvII4NRC7jGdvo5546S3QCnDdHqaVuG2GEeFFUFEIvhHywdszHcn42SX0eys1lx/FxHfjcZL+lVxtD26x1y/nA+DTkX54fjehYzb50vkGOtRCS/HxByEltIG18fTl15npSmebaBsyfg/hhG5FoTMVUOEIdy3tnCPSsSH5YyYdYcwy1NtkXKnk9Hk2nJV+T58ltkSftqHEma3hLx7VyW+Qt4aF6Pbta2lv4WnWX5tRyXrxxJX45rnQtebyWPs+WVl6PllyrhC5gh90RhXPEst9f/OIXWVIIWcm6hoZhREB/4Ad+AD/2Yz8GAPiu7/ou/PEf/zHuvvtufO/3fu8GFrfR8XeigfECqn2Ki2iupJ70WUi0El+sIsf0JbNxlJBoLxa6hERbYSHT/MLEFzpg3/dTXugeoR+ZImrsIYsJoc4R6MB4eFzyeIpkTLTMFAHGK9E+mVZPQ1I5eg5IJ1lmmLDm55Gci0V5fPgy0uy18lTr8bqU+LppaxJmnSO/Jrekm/cB9BcGOgdLrveLBXWIabydZqePj1O5/vmMa0J1Ud1jDHQ/Mw/DbkSglTLdY5GVbkameWcPDIbVAcsLRrTwtiKr0q7Dlqfx0PZa3pqNfh6VNhTWFFvZOja6VneJlsYE1246XFp+fe16WddSy2eolrY4D5cRVWdWc+hRj3oUDg4O8IQnPIG1P/7xj8cf/uEfAhgzwH3jG9/AV7/6VYZGP/DAA3MGuLNnz+KjH/0okxGzd1hZ4ixad3e/lMj7YOUgGO+TDicd04IWa3HJKPRrfy25Fvpd0ZdioKdXP6HQ8S9zrOKSSqSZx0RrCDTNyAAhh79oxoq8TyLQPLMEPUlQx2C2x+rL7eJ9MPtsHg29lrqWkD0yPbB05D3f+JnWoM/WQ5Zx5+eO25z65Zzyc8WzXPTCBp6xRJOh/eowgF8rPCOJvB6168p+aefTm19CocVnJ3RzcZXoIPM2GV6DvMT3JHcsJUoY6UAPNSu1ebxWNgIPcW0lTW6LzlrEsMRbY5/VV8NTM76ElJacRk1e7TmyxtY60C26W3msvqWyLRnauNprSV6rSx3u2s/Dhjpj2e+jem1Fp0+fxtOf/nR89rOfZe3/5//8H/w//8//AwC44YYbcOrUKfz+7//+3P/Zz34WX/jCF3DjjTcCGLPEfepTn2Lplu+55x6cOXMmc9BLdHkg0R5FhNb6YqDOpxxTQqJln9ZvydN4tZeGRHs8hpzQY8rGgZSJo++w73j6sUgJXU4b2WS8ro5A5zHMHEGOvByFpCW45XjqHFoIqI66ct18nIyF1pFeS+5IZWSb2lnisahHmP5pGUuo3LhuNmod503HeyizPA9ecZTIUxs3rcVhS/t0efH6KSPklp061cWz08wzo4NMbBi6DIGmqe2CKLoSQoegoNVjdg7HidZunlsis5JnjZPg6ZZyvUweGo9nnzVPby7WmFJfyb6aPqqndq2XIsa1c9lK91oEuXTOlqLfLZ+v0q8lW5yH0ufhMD6Tlxh5GeAe/ehH4zWveQ3+xb/4F3jWs56F5zznOXjf+96H3/qt38IHP/hBAMCVV16JO+64A69+9atx9dVX48yZM/iRH/kR3HjjjXjmM58JAHje856HJzzhCXjJS16CN7/5zbj//vvxUz/1U7jzzjubw0yOtxNtXbSd0i8d5UgWYkzH5H6JLkdDtEtOsoYcQxxriLOUraHfk/OMHvNGwmGKgx6XZ3IwO4rkUWQvIYgyd67MleshihZv5AHsEAHNyZVIpHTkwdBCe5wk7qzLvn4CAdJacdlUt71ZTUuHtp4kip/rzJ1ViYx36hpz5Fk++Fjovra2tD/p1OR4jnuUJcNPNIR8KXnjYylvypvau7GQShBtAmUOw2Qri4eefiIaOiCrbliBSEskaw3i5o2T/BpybdkiHQLZB7TZ4s1Bcy5K8y05vyW76LHV1zq+xNsiV/bVkiWnxc7W81rTB9SfszWfh5rPiWfXkmv9kOlSLvv98Y9/HM95znPm41it+qUvfSne+c534gd/8Adx9913401vehN+9Ed/FI997GPx3//7f8d3f/d3z2N+4Rd+AX3f47bbbsPXv/513HzzzfjlX/7luX+32+G3f/u38apXvQo33ngjHv7wh+OlL30pfvqnf7p5fl3wUm1conTu3DlceeWVePD7gDMHyJ/QItU8adPzK9HcWDHwNDhyTDNxxMqCV0x/T5PxO4XXkied6VMoI9WShyDSIWYNmRzpC6fGe/N+l2Kh932PC92pucS3FuecZ+ugPGnhtPjfPD458aZYZj0Xchqby00o+A4BIjaV8Gvy8jhsfZ58Dvra6PP0Y4734A8UdN30uG6KIGvngc9X+2L0EHzLQaZrrMlJ9nDyYsDjGM++kl3UPrnG0valFB8arSpE+0GZwxTfvN/v5pvjeExR6hGJprHQMxIdnWeaNmeczNinxQjTmM34HaghZAPp83hreGScqDamps+T08LjffeX5NXI8eRtIbeWp0bXGl6PWuxbovuw1taTu/Za2upa34o3nAMevBIPPvigG3ccfaf/74M/jdNnHmbybUnfOPd3+H+vfF3RtuNKxxuJLlG8F2kfQgoIejHFpY2GFlJthXjUhGNQ2yyeEiI9vcIOc7EzTLHQY3GVHqEbF0iGRHghG3IRE7qrF1LREegYg8ur2AGlEAuOhEvnS0PJbXnJHj39GkWlrdR3SaceSlLWrYVfrCWJpNK1oG3awwc9lkgxX9M0Fw1dt1BqfbOgRJVr5KZrSHuoWeNEY5avxCpHOwJYaMboIHdAmGwUMdFjOW+BVMcxMXSDkpeCS9LSn6Qlr4YYW/KofRoCbcmz7PJ0SXneXFrWzZPjyauRWzPPku4WniW8lGrt3WK8dn4pbbWx0Dtna64l71rfiqRu7zO04GFpSTnupXRUei4WXd5OtHcf7ZA70poTrbXLNk2P7O/Ee9km+TQ75fgSz3RvJkkDMEwbCfOwDuulObOJ6Gau1M83u1FeuuDSOaPHvEocl8sLgKQFkCW4QzY3Tlx/Hpoh7ZMUyBztcAm+cS3v11HbtWTrBJIDStdYnkNtPvF9PrbWidbsskNv9JAb+WBGN0fO14Ffy76KYoo6vZM72NFpDqORKWQD3cwbArFr4plDOPKJ5o51bJfvNYfBcyJKvEt4rA2J1nGJauzxQjY8eRp/qb+1z9NJ+1sfKLbi1caudQRrx5fWtCV0Zon82msp9knyrvWtSHPULZ2HZcMJVdHl7URH8h6EotMpN/BRxFlDhb1XiacjuqKfIFHmGoRbOukSrUb6lXi/6yYUeoeh46ELNaidFRKRF0dJ/ZESIstDA7RiGvxneghdHC2NC0ft8hDoQGyjSHt0KrXQkXwOad45T0Llc1DDXmf50KDpXkLlAiq5o59vFKXOMv9lgcvhjreFWie5ml2dyzOeIxkaRH8B4dlb6Ia/JRQD3caUdLI3osnTxsIwXa97YkMYNxPKi2HQkOcQEWmhxtsYV8O7BNGOvDXylpYGXyIPCs8SXkt3TV9N8ZAanR5tjU7XjGmRtUT32nLpLb8IeDz5F7PtVLdcSxqP93ko8R4yXcAO/REhxBeOSM/For8fTrRGEoGWaK6GGpfQ5NLL0w3jfe1rGhNIWwSzWGGVDkDHEV+JyKbPuYbo9ow/8qV7ZZ5OTkN06Thk+nO0mk5UQ64lyqnZmDuNnWoDnbuGUHOEXEfSpR2UH6I9zZXrk2uV3teSRN9zO6ItXDZFnaljDARlXBqT2yjXKI7T5moh40Hw5Aj3pCMIPaQMt7KsUoDdNX2Q1EqD0wctOs0BXSqoQtHq6QMSqFMpSoCz8uDSCIlM0fdWm5xffmLythZ52rElzxpn6dSOS3Zb8jXSxtTMs8YJLa2P5eS18GjHpT7P/prxrXK8NbHaPbuX9Em+0tiWa6nlc1Zz3LqmtWNO6FDp77cTLWON5V+JHtciz9qx1KvFR1Oy4qejjELf0GNKa9dhv5tS2nXJkaQb5qwNbXLT2qDwAOPnWNv0JvvGY5m+jiPQ8TuB2kcpIEeZSxsVKVqtoc0aUh4fMHT0m9suNx/Secr5yoIxXJ4d3hHXcQ0lVDgh72ndku60xvpGUUwyvA2Lue16aEarPG/dhtBjCEQe2cDX9QF9n0OhasETg1QEOdowxTdHZ5qi12FOb9fxFHca8qzFNwbYKFot79KNVBbPWqrZNOjZFalmDiXdUY6HBF7sjYUl+1rllWgtKloTp7uWp7QmpT7tGli6sXCrTZwebahzjIk+GvfvJCb6ciF579NCJTRkGUqbh1xruiD4JY+HLmsx01KGYdu8oXCiVNpbfidQFLZX3/MY5xxVlMivjc7qKLWG6CYekH5Nj4VMa3Pjju74V6bI43Zp7RLJp2TbAdEm14fzcsrR79KLn1/5Xq6bTCPYq7ZrNmrodH7+gHyd6Lzq5Gkodgj82hyd145t7MOAeQ9AbgM59hzqOeZZkTN0yYEP1AZlTRji3CkoV6cYZhisToL8XYKoWUTHan8tGzW0r6S7lqd1LrWI5Bp5NX2142tltSKa1tglMg5j3Wp0ls5ZS1/LtVTDq13zNfJq7DqhS4r+fjnRFAzT0F+Ax0R3gtdDoimqremmvBaPhkpLtFkbr+gPHTDs5P2eon3cUdmjF2gyR1I1VBjQYoVz1NBLRyYzW+hIo4340jnkfRStLhVxiW0WCpsQfInSe2tCHUMdpc/R6oTQ6heK9ouAds6ibvnwIzNv2HZx2+X5oLySOMqcSMuEounW5OXnNdkzEIRX5moe9j26rnwnirw+04Rwi+YR0RYIvCWPPt0GACoP9BvqYZT9DgavJ09mC9iyYMQSHo+X2lG7JrV9h4lAH0VWjrUIas08W8bUylt6ztZeS0vOa8t14n12NqST7Bzb0fF3oktPahK9tfplSIREgGv3KEl5HuKtHVvOtOR37JIINIA5JhqISyaRVBuBy0GOPEuGNFQirLQt78fMRx03jvjaKe+oEykRas3OyCMdbo5Yc14tSwm1A+AhEXQ9NMS6hJqDzaW8+VMHRuj6c3mR0i8M3C6+JlJmzisRYnle4/hSxo0Afo1SO2V89hx3HMeEqS3ykJjkgA6DlgWDUXK8PUSa6tbGRgPCVOo7TaIbQzjivAIJ54jj5A23BTltyVbh8YYKHu1Yjq+RV2tvicdDJqPuFmekZEfJUVvSt4anZm41COpau2rGbrFuGl/NeOu6WcvbQqVr9YSOFR1vJ7r2qdVzgKWzDOSOrOUMW/K0l8ZDHe6SE03J4Jl8CD3t7JQfOgoYZseyLaduGkORz5zHQjc5D3XWbIRWotXznASPFo6gocr5A0SU1zm8Vq5sziMvEu7gW7HRnFeX20418vRYaJB+OZ6PBVs/zUEuo8x65pJ4TSQ5A3gMcQBYBo6Yj3mWS2OOAzKk2KJYptvlQcfQ77ldyQ+dDOqR0tl1+dPugMnRBm/TbtxWTG9uaD2vl4vWGivt8xDoGid6aWYKT36t7q3kLUVJa+XX8izRvbXOFt2tCHIrz9pfZpb+ilMj54SOLR1/J7re/xsp3vdl6IXmTGuxzpqDbG3ygzGO6tTQbyg8sc9IuRfE+NGZnjYU9vyn/GF2amRoQHLsaGiAlmZOQ3GlDIrQ6gh1dLIoWGU7jpE3Oc85gh7btIeEHNWmCC13gnUEXCLj3AkGIsCgbW4Ekyt/WqDOdmyTDyGeXI8SAp3bQdcdyjw13Wmt6XrxufA2CHk5Kp/kQYwltgSkXMwAMDu70/h9xx3lMOkqItCc8jLdyrXISnsTW2khldmB7NILwLyhUL4oxRszRXFrELNaeSXeUOCRpI3xSMrVUphtgdiVHFqgTWerPClXoyUoq7cmlq6adfQcwprxLbpb5r1kvJf27lL67Gjkff6tz04DnYRzbEfH24keUB9mEYk6m/JF2ylvJOpoa2iyHK/plU455fdCPwz7guyjPkTfTbmhaSiHhogmdJk6ackx7hUeHcWNCHWOCoPxWj/x6yEisa9jduUFQUDszJ3xQGQMzL5cnsXL10uzsxPjLCea203XWOflDyqxTerWSDrEvD2N5Xm7c6dad+pzXTrazNdCWwNuz9QeFDTdQHpD6HOHOYAUPllCnRveISsXpjbCLwuqUIcamG6Yud3sptkSy7tVWIfHI/mlw7JkjOborI3XLTmFtWuyRl7N2FqUvpaWrtvah5aWc7bkOpG09HxcKp8di7zP/5LP2wkdGh1vJ9oj6QB7PJovIhFfijbX6Kap7qxwDu24I+OoA22V/Z74x3R2mDcUxvt66LqxwApxkOVGwRyRzjfPyWIm0VheYIQ7WnyTG0e/I6WH6Txsgjq3NGRDopg6DxgPR3opCp5vfPR4y0VWpG4gKLZra0znbfHm9vSQ60/PLbdTQ7Lp+aAPADLdX35e8/H5miei8d183Th1Yt07FrKx36dYpXm9IiI9tQ9kY+HMFwufLCBadEXeTGcbBsXRnp1nikB3aVBp8xygh0QMot37mdlDykq8Ho+GHFvUGtZRWgv5AVu6WbBGzlJ5tXLXFiGRNtSSZVeLjK10LuFdW5hF9m2VEtBbD8lT8/k/JBqOEIlem5r1UqfL14mOVPNLbifeSwBRItY18iW/hzBLPokue/ykLxVWQUKeY5EV8DR1LCWY+eqzNiB+B3BkW+OhaG4c46PMEum0bdDCIajOZCeVH/u4w0zb8nZuN587PwF8nrJdXwduF9cvbbFsz19cXpJL15WvG3NalTb6cJDuA/n1oM0hUX4NaeczxIsZUAqW5M4q31DYkRALIrOwWbBIIelRuyW6PHeQ+dHx8yLK41xvtvBWmzXOk2e1eeM8+dY4OVbyaONKNpTaSg8FNW018g6jbwlPi0Mbxy2lo9C5dN1a13yLebR8HqzjJedjzTk8oU3o8neiI9Ui0xoCLR3WUklvSZqc2E4R6Fr020Ckh93oRO/7DqHvMfQ9hm5EJRPiuYNMjSadHYpmjggoL9dNkVpamIWGAnD0dTRaQ5nB+jhaLZFpaYP3JK2ht5Gig6eV/c55NWQ7ytcQX2m7Ls+yS8Ycy3mGSYZEyjVKD06jrZqdOe9uPl/jPPOy2vl4un5JPp2DN09tc2sAxrjiuBYR6Z2c5TF1HHFAI/+M9PL0clq1QUxyqu9Dk3MehvzczUIUu8afiQoI9DxR6E6nhypTuSWereXJwizWXC7WHChZY0qFVFrllfpqdXokeTx+69eHWopz0dpLVFMmvYX3KBHoluuuRtfW1PJrkKAL2KE7Kfu9CV3+TnSAjQZTko6y7Cuh0RIx9uR4cj1kmryCeB+AGYEOXT8j0HSzn4YwW2W/AZC2+DntxDiJQFvoKW2DkAdVZxnZlnalxeIgCe9L/fwYmf18vhBjpM2Y33NbZT+Vo6Pq+VpzGRbibRGfV5qfjjYnHbRPfy/t0hB6fY0Ue5RQiLk/XdwJYVYKn9CUcoG0Idj3GSmDyjJJC9uYSSDOUYks6T1/aGkb8jZmqNEu+zweT55miyVPkma3dlwaUyu3ZEeNnBJ5Y5b01eguyZV8npxaXmtc63j3Q1bZV5q3x9NyPrzrsjRmqc3W57TFtiXX1AkdKl2+TnRAenqueRDyCqXILBwWlXhjv4ZIW+i3lvmDFG4JPUiJ755l5BhR6N30GpHLiEhr8c4euhkEDy8NzmNoZWx1nLyOvtqp7agDZiHjIH1aqjvOo6ehk1k5BrYWicdHkDmKy/vsi8Zbk72Yi8+7m45t8tLq5Sn48jUOTE66TrxiOtEmK26arXHo81CNgccys9LbopjJMPQiNd3oqO732ofOpqw8t0csbV0U0KGqpLeMFZYFGrQbZqnYSg1PSd5h8Gj21MRG185liRyPPPtK8iyEvDTfNTqX8mo2LHHMDusaWHOdeH3UP6jVudV5LX3ua3lX0B479Cdlvzeh4+1Eyyc4eZ8MSptHGkps8clMG7VyatBnqiMSyb4RUeg5/rmP9/KOINCTY9RRVDdl15DItI5YdxU8MoVccrgTYssRV4lK5ggpR4IH1hbHJX47lRwyeZoNEo21Y4JztD3fHNdluqk+fTMdsnlSezXbaZgJdYj5nHPbNDvlGtA1BtKvGWlcvsGUrokuB0LfxEOKocSQiyDQZd6WEOhA0OiEZnc8Hpq8r42Jnm2v4Z8nR5HnLunNUCUHgabyoPRlOh3eJfJadJaQP0+eJd9D5Epk8Vo2Wjprx9TKs87DErml8dr72jFLaK3OtWtiyanpq5Er7aj9nJSu9RO6rOh4O9Hyqa0NcLKpQx0yXdLnIc8y3lnyymMFiZ6d5/jajaEcQz8hqV1CZyXynGfr4LmPrbLfWi7pSOPDfR4rLJ0rGfdbio220OWg2JDk5qir7KNEEVktLtmySy8C06lrYMUnW2hw6q9dE77+lrxRjo0OB3E+Isou10Sbgy6H25e1UQQ6QC2Vzav/dSyWOYjMG2FQEO3QIZRKemdKuxxltmiYnmbZeLQjxxIh87JpSGrN9rFGp4dYerw1a7KEtPlaujyd3pgl8lAYs0ZuK0+Lzho6TJ0l3qXrZX0uPJ1b/yp0CdCIRJ/kid6CjrcTLSlevNZ9b4CPMEuq4aXO7hLkuuQ8S6ed7luagLwxnGNyoCfHOWXkiA6XLKjCneG8CqFMHScR6cQjEVIrFGLk4Y5Uau/n/tjOEdDkmEWd+QM/zfesoa4aWm338bCMOBeKfnNeGeYgdeS6Ae2isRxQ7mzra6JR/qsC7aMyKLrdz+eKnrt8btw22SfXY+wUMdCTkDGfc0SNwQqnDIOSAxpdViEQgVxDhF9NP1dCmvOynw7zxCvzt866lCGSl6JW8ti6kWsombyRW7q3cMxa5qCRxVOab834ks4WWiKvlBaPjvd4PHS0JMOyr9X5tWxYOlajljVp1VW6Fr3rrYW35TxsldLuKDYxnpBJl58THaA7q16fRRaSLHk8JxnIHWHNkZZOcyQyjlYlDOAO9DBl44ihHBxZpQ5ScqpzR5m31fOMZCGgWd7fguNInTdZfGQQOunCUZslWYVP0tpI0mN76Zpw20u6ub2Wo0ztkrq1NZHnypNnzTOvQGk55xKllw9QXSY/QEGFwXM/z/KYY9txJ3jo8lLcARyBDsiKr9g3zQonmlFX6Xgj57HQL+lweuitNV5DX6UzUuLRqIYn8lmOQc3NvcU+S15pbWt0lqhVXklHjXO51Ry2cLKWOnwtug97TTwEeunni8puvdaXPMzVyK2gEyR6O7q8nOhI1GEG0gXW+GvuIqrZhKg50zKERKLPkYdsJtzvxhCOfd8j9BHJlU503FTInSQ9hEMr3CGPaXgDlysR2uRkUXRTcyJluASYnMgbN9qFeYyGpnfz/HgYRrIhOaP1aLW2IVE6tHRttRAQjvZadub2WKi0hvJqGzM5JcRcD4PJx8V103Sn88rlZ3JDbisP0QBixg1aMnsupBLXkYRqhOhER94oZk6HByY7qxpIbGYp6FTq0vdK6UYO6DdVLS2Z5fRqctbcwL10XWt5amkp+i3XpEWeJsfq0+blzXfJ+WiR16KzlceiNRsLLUe0dsxhrUnrtdNyXg/r2pTXSc33wAldFDreTrT8MupIu+RZ60C3oNf05fF4YygKTtpCT15xI+GEQEcKxFFKKCn/OZ+ip5Q3f9+77RxBzh1TviGNO85WiWsph+uMiwNlXskJ19p1x5Q+WOhoNXWWqbMIyPlquhO/LBVu8+ZrYqHokmzHW0POLdspfz5PfU25bDmZYDnRWmo7kqYu8XTZmMwJp7rcwieyHWCVBUs0wOctOWtem+bEymP5fg2C5+nSeKRej0/21ThZmg1W25ZoMgx5pQcma71ax9TYV8sT+ZbQ0gekJTq3mm9pTbc4r9ZD1tJr0xqn9WsPEkvP0UQneaK3o+PtRMuNhdHx3JpqNhFqFNFlqxALRaw70UbbJzlhh7Gk9+RMD7se+10K49gT1Fm+eHlpjvjaGwvzUtJ5IZWEqOab8nbM+eJFW3InOsqRyDbn5Uh7DgDYG+5kirvIy1O0ga2BdD79TYM75butBfH1kG2dtGIw3C69FHpue19cYxnewdeazDNMDm7sC2N/DLeY7TDKdANImwUn5oguzyW4xcZCiWgD4IVPItEUeRZthfZZKFoNokWRKE2OJsMr4qLxWNSKbJdQNI0s+9aSh6Zbulo3fy2xvQaBXvIQEmnpHLT2Em2FVq+5PpaWS19yHlquKS+dnvf5P6FjS8fbiZYXdkeO4/tO8C5BD6I8+l6ixh7qLMdJGdYr+SRzW3yfynuDlfbWUWP9xVFE+vM8f58jqjoCTcdp4RFJT+qnJHVpMnN9EPrg8Er76Fw1ZDXJoCcxiLYgxkj7dcSXyoIxTzBd9HxI3bmdchy1TUOp9T6pOz+/4j1LWUcd24lPKdkdxGcvOsupsAoEAg1RCjzpLRY+oTz2kwn5oJV4RJvFI2/A2k05FPq1Ptnu8ZT0a/0lG7Xx2nFJvyazJKdWrifHWiOvzbtXeHNYKs+zpyR/ibyacWvG1vC2rrEl3/oMeXo1XaXPryWj9Dmyjk/o2NDxdqIlxafcHTmOzmgAf6KUgJ8cq1FEh3fK+xqSYylFOynPDmqM9dB3Y2nvjqLA9EUR5N2MUI+oK493XktUbqTAUEzp6EJFgyNxORQJ5Siwj1Z7scbJPmsu+vx6UAfZ0j3Obydsj7wJ3dd44fJydNiyXSvIgnn97DVJcugDB5+nvn7KPJXQCA1tHpSiJhoCTeUN+16Ec5DQkTWFTzLqKngq5Vl9FupFeWVZba8wQ+SRqNdh8dSSNweNBwt4l9hXKr1dWpMaedYclspbwrOEl5I3hy11rp2vdw2U5lDzWYxyWnhr0ht6n7Ol56xAAw6wPyL3b7jM3ExJx3t2LU+jJWR6yYVqodPaSxurIc8aSMhQ5+nVc/Q5OV75exuhzmOKy6g1R6gHxhOXVo6H6PPzCSeHW6LGMqbYQsBln3bs82rINkerwY7BjuU8kkw67xbeHKDhKLZs135VkLr1c2T/miD1RmSZ2RcmGYHPMS+aAkBpi6j0iGQnPXMblUc/t1oaufnDkmSQRQD7sHnolMcj+2p4vDGWnKD0ebytYzw5JR5pf81aeDo0ubXytpDj3Q9q1qRWjtW/Zt1aeWrG1Mpp1dfCv/actZ4Hr23J50LjKbWXeA/BuT6hdjreTrSH/AA6Im2NXRv7TtFiiVRbgK/GL3mn9hgLPewwl/Yeel5QhWbiKMVEaxk3fJ5yJo+0tDyeWCsWQnlzVFRDcfV4bon4emi1pbsG2ZZzG5QLRs9fbSPHkpbweusnz5s+XtepFbKRCP583Qz5hTuEPtv0F0SZ7pmX5HpOvMCwJzH0Qh5HoCe0WaxBQqAnB3ppEY3ZCJRvXK27/i3dcjd+a0EWiWittb1Gt7RziTxNTos8TbbmzCxFLD09LXKWZIc4DJ4Wu0q6torLbuU9CgTa4m3RueR8eHJXyNsf4cbCkxR3lzppF1H03+LTYE/ee0+ItD9+kLbYqEhRZpkv2gnrCDEnNElxF/ou5YXueoJGAxwpTscg72XGDV48ROaAlmPKm9Qof2rn/ek9iCyOeGrOrpTDUdT4XufVcxp3C3klMpvG8POQh7PQst+Jt1/MK9deQ/b5XGDyWDL4NTXxilLbAMTmvukP2Qw482VZOWJ7nq4OASxdXYZA03zPMitHdKDZd0SX+rSL2LsphZU88ntG9lkIl/b9pI3xELcaeZacrTZCrXEgLCrNocXu0nndQoc3piSvZlNe7cY9qXMJLRnbsrFQXtuWPO9hpLXPeuiq+XxaVPM5W3ItndAlQcfbibaexCQCHaa/Xkx0pD3hHbDNDSQ6xjTG2cr4IR1twjOGd0YHusPQUWdVxrp2zPnMEeQ837Pep/NoFJ1fDVGVjnG0KRLPQCER407hLaPVlJfGLJeQba2YSQ3iG9uCsga6Axxl64gvjR0HsUNHq1O/RenBqRXZludq0kXKdcvS2zOvUtQkxHZGHas+OPNmJb2F00x1yuNZWdJBJqHf1I4CAbS+U2rQL+mEDOT9EjS9pLNmvjW0lRyN1qCGkZacsyVzWopAb3VtbjEm0tZrrMlfI8+zr+V8HtavBjWfxUOiPXocHRJ9GCnTLh063k60RTR8I4jjSLQ9Os3ANshzlCOdZo2o0yw3E05hHLG4SnSgQ9dNv1DLsA2OGEvHODnD1MG2nWKPEmpL5esobiTPMY6LIWNweUXEHPUFsUMvh53HX0veKE865XF9JK904JP8fn5GS218DrKNt0skvyO8edgJdfzzGGp/86j2ywQlq7z5iED3GGi6OeLYZigzKaAyN7Ey3eRcU3lkPJMbZdNwDrpZYDSeL/bMoyyEh4xZ6FEtj4delXQPCq+FWnl9FsKljfFI01myr0WeZpfklbTEiWtF++Q8a8fUzqHGrq1CcSgv1V2i0nW8la61SLv25Wv1aXItedbca69fS1fJHhCerX4NOqHN6fJ0oumXeQf7Q0Cd6/i+lTQkWb481BmiP4ZvxJCOyTcYpvCOQLJyjJ9DurkvOch8E2FvvNdRSX1inLheHvJBeWQ4SbI7z8MMQLTlYQW86Eo8jTaCLMM1tHhnuWGR8/aiPefV5xvJ40U2//zBhq8xxBpqtoR5/npYjVwjKyZaC3cZMgRaOsjIC6BMDnDIblIKei3kzc0ZAi0cbYZIAxL9niacU8m52QINs8bVOFaaDu2YyvF4a+RZ9lg6t5DnjWvhbdVZM6bVebEerJZeJzU219q5ZA2wcEzUV7t+LQ9fVt+Wa7xE3tI5eA8Enn0L6UJTWrF1dFJs5VIm6+KK90+JSO+REGErE1grddBT0mlEEWfrvUSvZyd6RKH3PUWad9hDprSjfTsTaaSUo8p22e8a1DrK2yv8FjociW7Yo7zJWc7DV/KNhTw9XJk3T0WXQjjKvCmePPJa4SZyk1+O5Guly/n6gdjWZbxairvA1kQneQ1wMjY80lR0U8GT2R6R0i5Mjq0W8uHJSwIoAm2Ec2gIT40DCtgbgahcj5bwlOyUYySPnK9XbKUW/bLkraGl62d9v9f8TO+tbYtuD4Cp0V2ipZsPW3QuQTG3CtVosavl2tR0t5wry4al8pZcd7U81hj62T7CUJAT4nT8nWjtQu9If/zbEf4l6IJFGvIsX5S3F38lUk2O2a/ic0o7uplQIsH2iy5Hes8R7ZpXGs9RUR5OQPs7VReVE4y+NKfIK1Hh3C6+QS4e8znyE5Lrt5BpufnP59Xmxe2SvLndfA5gMnKUn+pI5wWKXPuc5egz0rHYtBcd47kppHFzPzsvsU15EFPk5UVSpjYqQ8pTy31LGUq/931Q832xlsezy3O8g/K+5rhkw5bfkUvXxnOaWtYRRhvlX3JNtNjl6W6xa4nOpXa1nv8l10vtmCXnvKTjKM59zfyWrLP1nVBJexygOyL376jyUV8sujxnF5/KdhgvMC0mem0MdESgLWCWoslacRaroIr4lWXogf0OEwpNU9h1Mwq9nx25kfLy3wmZjbwael1DcqPdHnlhEUrj8id0VCLRclOejr7aqeioo5iHX3ib6PgTDkfi21LmJV7bTk755k1tvjovpxJaXTtPOZ7+KjG3T2EZ+6GfM2mEEBHkLvFkxU2m1HbC4Q1Dh0E6zULeXOOeGoduLOkd38fPeDoR3BlMk9J59AUQOo2+JTwtqHe8YXqocgsCLQufaOuwtTxKNTxLaAkKvBQ5bnVIrTW25NSgrvTYopb5taDCkeR1UqIW22t4S9dS6xovkdciZ8mvQSd0ydPxdqK1i60T/R3hWfO0SOXnobx6P+WT7+VfwZ+KqgCh6zCw4iqjk8Q318Vj7dUXjuky5OgpXyIbUaYyKDLK0VELoaXj6OIgm48lJ61NPj7xaTqlDB2h12yp4aU2JH05L5Q5WHYl+Tkvj8PmKDYlHcFPx/PYIM7X5OymwiqEb4597mZDAwBehIXoj7KoLayE9yRHQ6XnPuNYc0bh9Fu8kry+Wp6SbjlOyivZb+my9HhjauTVjGu1r6aNtnvztNpbddfOydJRuteU7Co5WGvOVc19sEV+q44a3lae2rE110PpM1ni9b6TPDutvhUUwz2PgrSaCpcTHW8nWiI6MhxUItJ7SD8iPV1qfRZp8dQScV5JYcrMse87DLseQ09LQFNkNCGwe4Y+x1hinoaNItK5U5Wjy1ZhEdVmMoYjoSN5CK2GvtJxFFHV5Ohp8BLRQjJUpxXzrSHblGfPdNloNV8bni6wbg5luyivf17pg5d+zjQKsNLX8fjkYU9+GZjLdUfqsgIqqpxZ6YQ202Mhb/7cpkXQY4bh8GDiqeWlY2pK+i7lsWI1tyi2UFq3rag2plc7H0vXpGbMkvNaisNeM4c1drXyLOGNtOQ6afnV4bD2HgD+fK3P/xJ5Lddb61yWnLMTOnQ63k60JHlTiX5XIMeRR/MXShe0hSbL9l60y2OnL5C/srz3oMRCR+eMIsxpOhK9FE4I4aGy+HLkCHN5s6IcM/6VTiX9K1PjDdk8uNMq7ZfIMsh7uTZUZ8jmC/A1pTbk86RoPbe3Y+PSHDQ0WZtDKfY5H09tkXPgcjVZmr1iXmGSMW/6Swh0IGh0mHii48zjl8e/6rWjxUNrqHSavOAh7RrKEwRPTbtsk33WcStPDaIneWvmV1oTa3yrPGsNPfm1tHRMq74l/PTvUjmlMTXyanm09yXe2jG1PNqYmmtzqc6atW2Zb+m7pZa39rvGoiVrfUKb0+XnRNMLSxZdoU506wUYHV4J9HVED+XxYp699z0QdiMKPUyx0EOvl/LWXtQJKmXTkKiml1eYIt5DhWyuJy8+Qm0Y+2jmiMhLnV2O0HJnUaLCEqGVCHRnrk8tsq3pHtsgdOk28L72OOw03ua10GWtwAtfv16f7xTvPOxJ5g2JQGfFUXiWjmhfUMp/I4ulHuWrGTi4wDICHVAuSS15PN4lPNJOSbVlyS05raXBJXmolyevxj5rbWuotG4aLckusVXZ6q11HyZCuwUvpcM6V57cUt+W5ddbviNav08Os2x6puroUtydlP0+zkSd59pQDUqlsdShls41zcJhvbqcL0yvocdYlXAq752mlNBEXtyEOoaa88VDA3h4ASZegKOgZUeZo9i688X5AYkq05RvCfGlqLGOOus5qTtYc+DIfe/y5nLttUnnI9dl8ea/GiT5HrKtz7eON71oH3+oYPLm/M6dWnlwGIh+wgtgzgs9X1skFIM64HqZbg2RJi90+qYj+RC9FY/Ga5HHI2V6G6dqESxNp3RwvfnWIJhrydpkWTOXktzaNVqq00INW9fNu6YsOdGu8hfqdjz0uJZqNwtautbYU7N+nnztvFo6veu4xq4lvMHhOaFLgi5vJzpedEsc6DjOim+mDrA8lqEa0mlWXmHqiw506Mlmwt4OSyjH0AIUOebOc+5wJbk6UimJ50+W4SP6wnHnkaPfMnxBQ5CpnED6LLQ5n1uu0y+H7fPSdaUXm1bMxFtbq10i25pdsc+Tq/96kGyc5ZGTFwuryAIoAUAI/ZzGLgAcgRZ5nmM2Dy5EOMyzIOXJdW6fJ5qTbLcc0VYej3cJTw2vddMs2aXNz5vvYcRCS2pZ41p7vPHWmi45ry3nwSNNt2VPjV3Uji14SrZsPW7tA2mN7q3Pa+11XPv95PHKB+GNP6cnSPR2dLyd6NLGwhaKDm2pz3Ke5Sv2WYVV6DEJ50glvnsMuw77jhZXkWnr0obC6EzLn/1rQi40BzD1JUdX2yyoEXesZQhI0skdZp6mT4Yu0DY+T8zjbd40Bx4Kom/c0x8K8o17eVgIR5ll2In2gFPPyx+AlsyBnx8jZCPKCwoqHwuqMES6y8t+D+ThJvIHIAX6p7GjQX3e1uIkSd7I46E4NTyaA2r1tfDQfgslXGKXd+Ol85U6gxhbK6fE20I18/R4PVpil1yTGpJrs1S3JqfFvhadh8Ur6ShDUpachxKivcV5raGa6+6wdJ/QIjreTrR2YR9G2Ibsl+9liIbVr/GSMTGUYwToOoSOpqKLzhI97llfWga50SwPG6CkhQakZaXhGkl3vjh8wXSbqfNIkVTZ34k5jMTjnbnjL3l11LpX2vSc0ZZ9gemUtkreHIHW7MrLkPvINrfB483RamkLJ2JjIP3TxRDDNdg1FDBvMpyPRQEWFrIhkWdEx1r58AWih7Zpzpb8Hig5dq08LX2Sr0RL0K8ax9paE6mzxGs5+DW8tVQ7T6+9JL+1fYkOy95WKo2pcbJr9RwGrzZu7ZzW8njneovP4Ba01RoU6AJ6hCNDosu/aB9nOt5OtKSAVNq71pnWUtJ1RruGMke+qE8r/y15lcIraTNhNxZX2Y0bCmmscyyukpypkeJxTE1HiSLW5RR33dRXLvMtwzg0eRrlYRc6wkt1+xsLoawFR4Vlmr4cvaW8eRo8bp/OGxgvL12ewilytLqWN5+DHt+sb6TM5yDPh7ymosBh6DEMHS+oMm0W3O9j2xT/PJDwjhmBnnTtyfUhNwtGpVYREg119TbstPB4SKrGY9Fh8Wjol2eXnEPNmtTw1iBkJXlL5dSQJbdlvp4cT14Nclwjp4Y8+0rOoKa75IgviXcu/UIjqWb9PB7PztKabI1Ae99hLddmC88JXVS6/JzoGlLAsOy9RJ29V6/wasg0RZ6nv4H0xRDR0HXpNU8tRzvlXw3N5ShvdMrSezpRDS0G4efxzLpsKTcQ3ki8X84F2TzyOGoO9XNHP0erQ2aTjgoP8/r49lG5dD7yHMU+6dh7vPp65ueLnx+6xrLNmgOXMTrCsg9zqjpaUCUEzA4yDdVIGwbBHWjtvUxLNyvu8psWdXIh3mtOpPzr8QTYOiSPHK/xWf2aLR6fZ0vJLuuvptdba6uvht+T4dnjtXm8NfprxpR0L7HL4m0ZQ/tKjq9HpfFSRs09tXSdLB1Ty7N0TUqf7SXXhyWj5tqsubZq1raCxlLcJ2W/t6DLe3YaUedWkkSgZRxz5BEosoUus9CNAu+wm8p77zoMu92EPKfy3TTueSz5vYOMeZVoczkmmqPU2qJIpNLjlfI8O2gYA0VNNUQ63yi5I99XHKHVeGt0SjkJlefhE1bRFskbZlss3jiHMq+2btEe75cAK5xDzoF+Lw/zZkHlWhh6Fu8cBw8kjV0YOr4JcUargRmBjgIG2Btt5M2ihbemFLWUt1anprtEJRTMQrysPomqb1mcQ9JW5b63uAaOomjIVuW+l5xXT16LfVvxtNhljdmqUNHSNVlyLW0lT5Nz2J/XEzo0urycaA1hli+rvbafosmldi3+WYuFZq+EQgPJmaOlujXkkiPE9YBD4slRS7mYHAlPf+m9VMpLMpMMHTmPYzS0GIRPorlg46lzTcdJmXyMRL5BxkpUOC/awh3bWl6+jnK9rHWja8vnU0KuOW+ui9KINsu0dTPfhEoH0T+j1hMPtZVvKozoNXlPFViIjtamtcv+Gnlb6dRsqO3zEKcaREz/IOZ9kqekqwYJa+UpUek8tIyX7S19bV+ivK3mnNXoqZHXcp0t5dF4a2402pgSby1Py5qUPl+lc7NW3pbX3Uo6yc6xHV1+TjSNY46O6o781RDl3umLY6M8iSzLPg+JNrJyzIVVpjjofU/jgWVGDl7+O5b6lvGxS6glvjnFFdd+QHj8tIe6UvTby7iRp47rWZ9EwYOQJ2ONgyI35+U6NWRbR5V5akGKJGsIMg8dyc+LVmQF2bpxtNr7RUDSMPRzYZW8r0MIvOhKCB0voMLS11EEenKatyx8sgaZbeUp2dfKU8Nr9QXUo1/ePKWcFl7L3i2zByyR14oCt5z7krytkdmauN2S/C3P2ZKY9toxtZ+Z1jVZ8vnaWt7Sz+sJXdJ0eTnRHmmosYcQe6iyfHkyDJ4wvZ9/4Z5yQg9dP2flyDMsxOMYXhEnNhLPhhEduYRA0uwOlEcL+RgdyqRPRzHjX4oa5zqlXA2l5unWuuw4R5SlnXo+ZmljrlMitck+Pi8d0S4VUkltaS58PvmDg0SgKcodeX3HG4I3rZXOC8yos9wQCCTEeQ7VELpF0ZVxwgYCzRw0B4X22ihJh09Dh7xMFGjgKaFVaxA2aw7e+Fr0y1pjD82rpaXztnS32NOaUcWiJWOWOMql684as/Za9JzNEk9JV+2YtfI9eTXfEUt0rzlnWtuSz2uNzgU0HCESXQ+0HU/6++VER+S4BiG2eJa+DBkpL3Q3ItFdngtaIqy84h5IH3Wee8Yr0UgtE4VcMOlw27wcGdVRUp1C5iiCHEc7JCLNQxvy/NVawZncwc5LhEsb7DnUFlKRuiUv15XQdIAjyNIuLks+hKDIG9/PusKELqtluif0eehZQZXYGWSmDVamm8ZEg9wMOnEMG/EpxYl6vFvxWPbV9JXktvC0IqmlNV57c16alWTJGm85fs2YmvNYM6bmXHsO3pLrpHZ8q7w18td+dpb2lXRvdc5artUlOk/ootLl4URzoC6PUe5FX61TrIVlaDynoDvgO2DeBKs41EM/hnHE6oRD14+lvokTSMM5ZEEV7mjn6GQtScRZCzHweMv30F6M0Z3s8SFcItLcsdXQX+4w9+xhnqbik/aAjemYbmkfT+mnr4mOVqdjkLlzubzwibVxU1sLGc5hPZToqHmHIYyFVfKS3uMGw4GkrZvnNkzyWMnuDjzrBkWgoSPQtA/KMW2D02chPRpKLY89OVujX95cang81Kpks7bGJcTMWz+N1vBI+0q8rU5vrU45RlLpQUrKq1kTS7dn15qHuVoeqrNE3melxFsjd+u10MaW5rDVuT/Ma72SLmCH/gSJ3oQuHyeaAmRWaEbk3TqcY2fI65Ec6Kk9iPdjOEc3Os9zgRXqQOvO0iAcslIVwRLlIR+xPS6axZeHlXC52hitkl4Kc+COXgnp5XOPjng6znVpSLeGdvMxtPCNviZpvWh7mt9A5k5tlQ63fHjw1yJH0+Maa+tG7RvQTaW7c7Q6hW/ksfZys2ESKJzqiEjPSIqGSM8LofdJ0m401hjJW0K9JU/JlqXoF7WtdINc4iSU1sKyTzrNLWvh6W61r6Sz1Slt0enpXnJtWro98vQs7WvhiXxbrPEaG2p4l4ZqtHx2auS1nPvDvtZP6EjpeDvREVWmx56jewDu9MpNgAcYUeUD0X9K8FmlvCWP8z7sIhLdjSW++x3opsEUasHjd7XwAo5Wy2IpyxfXCgXReSVyzkNRLJIPCWFuz53APTiSytFWOT53HK0xWilveh7o+kcHWluTPGQm8eYItL7xMa0Xde61Iiv8AUTGTdfxJoqx0Pu4WZA9DXR5GAcwp7xTC6mkE5FuENRB0wo+1Py8GftrNuPEG5DmDNborEGF1jgu0tZWHmlLa3EZKdfj8eSWnPKjcAKsc9aaEqzFwYu0ZJ5bh5CsRaC1z06JWubQch7WFiHRzseSz44nT8pd8lnU7KrReUKXFB1vJxqA8A9y9Fj+bUGaaZ+FNsv3Urb1vsMYD91h3lSYo7AULU1OYGCGR17qNMnxmNvSsf5eLi6XS9FWiqZynmhfjtpye5IOb+75vPlYakuO3HLUV64pt1euR5obd4rzuWprUOJFxqvNJ0fEQcbwtZXnUa4pyJg87rlLGwoDlU/6+IA5DR5LZydLeM88KDtyFkJT00b7vDY6donOFlu25ol8reNb5mvxlPRZ675mTi28S89NjZzacbXtpTVubacyS/0lnlqqvU4ob4vcNTxLvjOWrm2LLq+91aaVNAJtR+P+Xe7hHD5MeKlTAu04qqyhwKVXRKC9cacAnJ5eGlp9msg4PbUpSHQsrLKfNhPu+x32XUpXx4us7AgiPaKSkS/2e5QKs8QCLnkRlyjHdqapvJ7JGmb7LOrYPPazLn0MtWtP7BumXaGB8AQhf8/ml+yK65YcSq4jyo264roNRA7VRdeN89KNhpw3FcpJc5FrRB1eep5SW1q3QNZeouFpjfmvGikd4rTWQ4/9sBvR54E76sN+N6awI1aGYUSqh32PYdgJZ3lCpKOcAXlRgTC1ReQl8sS2QHj2BV5U8u4FL+WhznyNTs8+KHLW8Mg50LloPDVroqGNS3hKBTm8c6/NoaRzCa9HNdemJK3PG9MyB8+uLcjTWbN+8pqinwdPp3VtL+H1eKR9a8+r1Gldx9Zn27LvEJ3iy4k+9KEP4YUvfCGuu+46dF2H9773vaz/h3/4h9F1HXvdcsstjOcrX/kKbr/9dpw5cwZXXXUV7rjjDjz00EOM55Of/CS+53u+Bw972MNw/fXX481vfvMie483Ei3R5FoE2ntpPBZavYNvAxkfiD1jNg5wBLrLUcsBHNlMD6c5civbEkn0lyOnFNnVkFKKRlM5HL3txBjZj6yNzkPayO3U0NQctc7HQH3PZXL0N5+TjSpr4R9lXrkWtv1yben62Ai3pi+dG4pAhzDxBoCV9JY2kgsvTBcyLfXNKExzmMd0adISuZLtmZxswXJeTV4tr2WPJqPGPm2sR/lJ9WV4PNY8a/i8saX5W3Z59i6xy2uv1bWFHMumVh2enpYxFn+rLZ6MGh7Nlhq5LbxL11rqsvTX2LVU3tJr4RBpBFkuzY2FX/va1/CUpzwFL3/5y/GiF71I5bnlllvwjne8Yz6+4oorWP/tt9+OL33pS7jnnntw/vx5vOxlL8MrX/lKvOc97wEAnDt3Ds973vNw00034e6778anPvUpvPzlL8dVV12FV77ylU32Hn8nurThr0NChGPcM41zPk144yvGRkdkmSLUveA5gI5ayzhpEgu9P9Vhv+uw3+2mbBwRVUylvClaLIusSOIx0YB0XmspOu5Rl1YOWx8H0BLfMr7Z0pWnptPs4Zv9qFNJ1wakjT4M0HRu6cFEK46iy4nrmc4Lj5/O5+sXR6FzkVk55Hzp2trrltBmPZwjR/yHQeEdOBodlY8x0nrRFRb7nCbGkZiIWMky0VsWW2nhtexr5bF0xr7aeFFPTq28Up+FjK3RWaO7NM6LBa3hbbVriZy4Dmt1l3QcRrEVb76118AWxYLW8K6Zg7c22nnd+jwskbfkGr3M6NZbb8Wtt97q8lxxxRU4e/as2veZz3wG73vf+/Cxj30MT3va0wAAb3vb2/D85z8fb3nLW3Ddddfh3e9+N77xjW/g7W9/O06fPo0nPvGJuO+++/DzP//zzU708Q7nsNDm0sY/Lb7Zc4Rlfw2iTVHoGMbRY6xM2MdMHB1ClzJwAPGznZyZvECKjkLSRdF4akI10qLmx9EJ1ZHXnKJD6elPY31b49xljLZ0mHMEWls3rcCKTB8o0FsVVaZyy7z5OBlnrcdvyzYtJjyfd8d45ZrOvLRsdyBtk0PNynhPA9WsHKxu/WhXVkiFKg/Ke3qs8bTyDgUZnjzNVs8Wrc8b1yqnxY5aO722ks547MW2l9q2oBZdnv7SebDGaG1e2ETrGqyRV7K91Fdjbwtvje4WuaW+0r6Llmt0yXlolde6jitpDH88utfW9MEPfhDXXHMNHvvYx+JVr3oV/uZv/mbuu/fee3HVVVfNDjQA3HTTTej7Hh/5yEdmnmc961k4ffr0zHPzzTfjs5/9LP72b/+2yZbjjUQDuuNK45WpkxzR5wPStxNtEV0+JfpOIc/S0Qve3uCZ5A4HUyz0rh8d6T7F+wbmZOXxuxKR5gioiGednce6gic1xBHQOrnlrB5Uvo16JycaoA5nnsFDQ5fznNJ8jF8cxZNjlSXX0Go5F45AQ/DkciDGSF4qR0PwsweT0I0xzwPPvDGX9NaKrkwONm/sxljo0JXLQwf4PNaNT0NmDrMMdot9NX3WHJbyejzWXCLVrPEanqMqYVx7zjzeSC3XnSdvq2tgrTxvvkvWYgveGt21PCjwLPnl6FJAtFszyRwzOnfuHDu+4oorsjCMGrrlllvwohe9CI95zGPwuc99Dj/5kz+JW2+9Fffeey92ux3uv/9+XHPNNWzMwcEBrr76atx///0AgPvvvx+PecxjGM+111479z3iEY+otud4O9HRwaXoM0WJaZ+24ZCGZsiwDIo+W+EcciMiLarSpbawA6tMmBDosbgKd3h5QRL9ITfPE10Kn4hIbnK8eyaDOsY8A4hPyRGl4QlW2AlHkEslx/OY6rQ5T0NoqT1yTTiq2zGHk4+L1Im50bAM6dDqSHtLcRQ6l+QERyQ5haQAcg3z+SFrm2KZ0SWkWXGqM+QZIIg0bZyQ5mH6m/UBxLAceZGoizymNyXJI0njtfpqxkt0SLOvVp5lVwmlapVX2hSmzclb4yUIWQn5K8lr4bXWpBXJWzJmiePo6ThKeS3XSQ1Pjd1L5LbylMa3rkmNPMq7hbytHzILtB92CMMRxURPeq6//nrW/vrXvx5veMMbmuW9+MUvnt8/6UlPwpOf/GR8+7d/Oz74wQ/iuc997ipbl9DxdqKjIyvDKyjKTB3mA8FDHWT5VzrLB6JNOs3yuB8d58g7dJMDHRHonjqzyXmVzrTmyNIQhCFzzHIKbEzHxtD4WlkMpYaGzBYrvhmgDj/PZCFJj+WlTi3feGchvXlstC0nOddJTp/J0R5aJPKbZGl2cWfXKmGeO9rSrhx519ZrQIpbjgVUKPI8yw0dhkE61lDzQ8/OMy3pTQVqiKW8UViopoWwWYhPi2NQc4OrjdOtladRy01zCwejdt1a5rm1vBY02HLCjyJ2eUm8qocYbxmj3fp5aLXlsNa4hmfpvJesyaUkr0hB/L106Ytf/CLOnDkzHy9BoTX6tm/7NjzqUY/Cn//5n+O5z30uzp49iy9/+cuM58KFC/jKV74yx1GfPXsWDzzwAOOJx1astUXH24nWNhJq8dA0VCP2nSJt1l8awqGNoeEcsrQ34RmmtHYxhCMSDY2Qjt8gnDiNR5JEeqnsJZsNNd1t6LRWmdDntfq0UAa5KY87mJHHQ4MT0muFYQShK99EqMvX2mhBFIoSJxvs+UldiYfqV+YSMGfioOW7Q4COSE9hHEMsuoLkfI8/pSjos7VBpoQsSud6aRiBxavJ3YqnpFPrs3hKzk2rPO+m7M3BOodam3fPXivPWpMa3ZJa5kv7auRsbdfFkLe18+x9HizeGp4ldrWuyaUk75Bpf2GH4cLRINFh0nPmzBnmRG9Ff/mXf4m/+Zu/wbd+67cCAG688UZ89atfxSc+8QnccMMNAIAPfOADGIYBz3jGM2ae1772tTh//jxOnToFALjnnnvw2Mc+timUAzjuGwtp6IQVtmFtGmx5aU66bI82CN5Y5jt0mFDoMZwDiI4a39xGnSYalkDRae74SCS1Z+MCc9hagRc63nKINQdZ4/cQ6k6VPX4H5Rv16Di5YS8htNyJ1ecUbc1fMqSFrwEdl1dR9DYJBtUue37eGD42vZ/XLJBxITnsM+8UeiHbQugw0NLeAWCbB6n++UaoPKhpIIkW1gHjmLbJMSVey1Ffw1PTLskaR2kw+JbKs/pL6ybbPEfToy3keeEhtWTpLMmpXSPZ39q+pM/jX6OrZj1qbCpdm7V21equ+QwsGXcU8lY50a0XyfGhhx56CPfddx/uu+8+AMDnP/953HffffjCF76Ahx56CK95zWvwJ3/yJ/iLv/gL/P7v/z5+4Ad+AN/xHd+Bm2++GQDw+Mc/Hrfccgte8YpX4KMf/Sj+6I/+CHfddRde/OIX47rrrgMA/NAP/RBOnz6NO+64A5/+9Kfxa7/2a3jrW9+KV7/61c32Hm8kOiLFNAaaZtCIju5p5OEWFFU+UI7pZkJtsyHl7UUbcaCHftxMyMt75wVOxs9UQo6DcKjopjUZw5wQ1BrEl25MLKevs+RQO8ZjW4624a7Eq/clJJfao4UycNQXbM3S2Hz9pOOqb47UNyh6ZcklL5cPNiY+MOW6+ENVVYq7kBDoYcq6MRZRSSjzMPRzH0WrEWI4h0Se40bCLndE4yu2ewiNxhP7KG9JjsULhXcNT419HrXcNLeSp82Bvq9FjC3ei70Zaos50D5JNShuizyPLiX7lpbpLjnjJZS6xFODBmtjS3IvRhnxi0j7CwfoLhyN+xca9Xz84x/Hc57znPk4OrYvfelL8Su/8iv45Cc/iXe961346le/iuuuuw7Pe97z8DM/8zMsPOTd73437rrrLjz3uc9F3/e47bbb8Eu/9Etz/5VXXon3v//9uPPOO3HDDTfgUY96FF73utc1p7cDjrsTLR1mmYZOS1NnxURbmwq1NhlGIl4RfY7vQ0dT2lkosdUGJEeQ8iFrixTbdbQVqnyQvzrizGVrvBbaze2k+vj7ZFtsV9BThrpSH85HaGUawTykgjvmyR5rLZMuiVxze+VfHVlOevpMPp+ffv7ydRuFppAM+pp45xR3Oe+sc0ajJ4dZprOjGwnpC8oxRLvFE8RfbUwrr6fTkrdUp+yzeCy+NfI0XuvYOzfa3Lzz6NlpkWW/xWuNr5lDjb7WNV4ir9R+FPZp129Lv+wrncMa3lqeJXMqnavSdVz7eVgqr5lWDb7k6dnPfjZCsOf4e7/3e0UZV1999VxYxaInP/nJ+PCHP9xsn6Tj7URrSLREmzWUWCLPO6SiK7HAyhXgJbwlL3XCTyNHqSMSHVHo3Q77Lpbs5mnqKEIa0WKZ0q4mFpkWR+Hy61DqFnRZlwNoiC+nGrv0FHKRJIoeyBykXK1gDHdUE2nFUTQEOkzvNeQ4AGgtjkLtztP0RV2AFpMeTPvIeqmFVDq1gAqNhaa8Y0nvKSaaG2AjgRSpicVWaNEViweEV5JWPreF19NpyWvRGftq0KbaUsC18mp4PZ1ybaK8ozgPrby1110NtZZk9s59Sd6lYN/S64OOr53DVvI8njWfxa0/2y3X+ma0B3ChbcSFHt2RxUQf76jhEh1vJ5qiy1q8stVnxT3XoNDWmOgfsRjo0efgKLRMI5ccwByl5JkgJCKahx9QhJh+luUYsDHxWBtLnTgLMZcxucjGcoeV2kXnnzvUOeIteXMkVyLeFi+1LZfJX3IedA37TL6ce45Sp/Xga5P353NJY0z7JqRZK6SCkNpnuaRttl8iz/ScWChLCSGSF5Y1TkN+LLme/hq7lsirke3119hgySvxl9audU5rbPR4rbbStUDbatekVWdJTklHqy6vvSSvhZbMt3Z8q6waeaXvgNhe6quRc5jyNqNNhZ3QRnS8nWiKAFNEegskmpb0lki0lqVDONZjNg5g2PUYdj32PUedB+IQSQQYQMarocuDMs6iFP8rY6JLccoyDpsjqxryKXV6cdc18dJeDuqAiNDquj1eTTddY+qg5qhwWkdqJw0nkb8ySLss2/X0dbp9VBd1zOf4Z7OQysQ7xJjojhVSCRF1Vst9Q3dslpbplpv6ZF9ttoSg8Fp2Ud4anhadJd1reWt01/C0nDNP3ppzvxWvR4c9z6XyauW2yrNoqX0tPC2o69o1WXI+1ug8zM//CR1bOt5ONHWeZbxzDO+gGw61+Ge5MVCrVmjFQov+sAPCARDiZsK5sEqH0MnCHhRl5ug0d7osypHbFNIQZUpn0JKjjZUos+TnbZRf0xnYvPVMH5HHCkuQ85R22Yi+zM/sI9DUnjwO29IR+6lO6timfqmLI8sasl1pn5LKDgDZXEjil9GphVQCjXGeG0kcNFnvmY/yx/fyZuohitqxhvpo7drmnlpdWrsnz9Np6WnpWzvGmnerfbK/db6WDs3ZWLImFq/G32If7WvRXWOXJc9zOJfYsWSNa+0r2VK70bUkb+maWJ9x2rf0c2Z9Vy2ZQzNtf7HuL+yOMJzjaPRcLDreTnSMR9YQaOr4ami1VmQlxkJLZ1pzpOmYgyR7OBhR6AsHfSqs0nkoM3V09ewcNRSQkFWKUEtUUx+b56SWTmCJJEKd64z9XL7GE51eDZlO8/TnoK2Jz2tn+eCocJonlccdbV2nVxyFnjNNrm1fQsgBqMVR9KqDNm+WBxoYf1bJlY8vrZS3dKJrUBzJU0Kg5XhP11byLJ6S7pqxrfKk7BrUqyW7QZTbOl9tjCVnyZpoZOmsLQ1Oaev4VQ+pXHottchbg5BvgSpvybPm87UlAl2Sd6gx0NSArZ72TmgpHW8nOoZzdNDjlaPTLBFpLSSDpsGL7ZqjTeXQbByTYx3T2tHKhKMTnVDe+F6GdfBQDY7aUmdQ8kjnVw9l4EhzGlPatNhlemurGvJS4xZQ1Dk2J+czD+XIkWRNt5xLuWAJR9O9uG2OSmN2knPAwnKMAa3ISpJXYx8wZ9mIPAEIIYVzzA9vQ5+dhJitIy+gMqWxo1UJo1EDec8nmp/kQen3eOJxEOPg8EgbJLXKW6OT8krSPwD+fVBb4xKfx1srDyg73JY87fy2OoM118mWOktjSs7bMkCwXd5hr3GLvFZUeQ3PkjWh8lsfHLXP9FJ5m5OcsEQyynThwg7d+RMkegs63k60cGYzxFgL1bBiog8UPoo2GxsLZwe64z7H0PdzaruhS46nLJPNszpQh1I6xjQThM2TI5bUSZehIzQfsU6jXVroiXT+OuU9LSbTKXwQ85Ly7FhowHKUk1y+QS855DkvD5/Rw2rs8JPAeOQcZQiGFh6S287HcPvm8xxIexByh26KcyYOO8kZPesMPBYapH3aFZvmEzC1Qb9R1PyUXOKRKI6G6mhttbxLeaSdS+yz6DB4a21YiqZ5Dyy1vK12HabOpfMtjV3iUJXkHeYat8g7ap4l1+qS87q1vMVUc8HF90cCfZ+QQsfbiaZluanDTBFjbYNhaWOhFqphbSyceIYZhe5SYZUupqtLBVZ4SWoat6w7s9HZLW/u0xzG1Ld3dFDeQYwpodRaqXELoeZouoY+S3naeF2uXBOZGSNPO6cXR7FCKmgojpxnnmZOi4nOUWvqdGshNHkIihIHH4h9ARPyLNZnKuU9dnQY9t24wXBP7IshH/vpKVAiMbU/EwejXQuJGES7FzbREmqwJHSkhicoPJ68kp0abY2gtvC2zKHl+rDQQ02ftwHwsHTWrEmLPM++Gp0atT6Y0TEterz5HiWPd70B223wrLmmPLklOzcleULlF2iDpP0Bwv6I3L+j0nOR6HjPTjrGFJH2Ut21prgrtIceLIxDbibkr9Exjc4TdfQ05FTfzJa3UXl0PJUfecD+Sgcv1zXySLswy8nH0O9GvhHOsluTRymQ8XQO2ppoG/h0NFiueUd0SF7fdv7e1knPE3+vjUk2gb3vWEGUvLy3mE8A21gYEWmW0g5k86BZwltp024q1k0xiPdWG1+AslxPl9VWK2+Nzpo+i7+Ft1Z+iXfNHLZYkxL/Yeo8qjWp1blVe6t/VTNmK57I19pXs+5Hdc6WrHGRagxs+eCf0GHS8XairwDwD2CHc2gINH1RXi2N3YFoo2h1jIee0tldOBgR6P1ujIOmqeQoijkQVDl+BPT0dbvMqfIpR53zTX4yttpPP4fZPiqvLhZaFm3JneUon6Pe0vEszcG6jyaeHfnaydHmyKs9wGjFUWQ6PG5XcszlHOR8wzzG38xI7aM6h9CzEA5aJCWW8p5T3E0OcCquQuyL4RxsISMizXldRNBClTVeedIor+SRcrQSw3GMbNd4W+TJMa06ZR8cHotX07VmjHY+LDleOWdtTWSfZ1fNmni8rQ8apetO0lIEumTfUp0WLRnTun41ukrXUiuPt7Zr7Gs5Z9ovUbXyNietShX90mkrtoILu/F1FHSZx0T7AbGC3vSmN+HpT386vuVbvgXXXHMN/tk/+2f47Gc/y3j+7u/+DnfeeSce+chH4pu/+Ztx22234YEHHmA8X/jCF/CCF7wA3/RN34RrrrkGr3nNa3DhQuNFAPjIcukls3JofQ5aHeirm8I4KAqdocAcjQ7C4dL600//HBHOUem8Pe/XUNJcJjKdGkKOzDZdRtKbt+Xz03j5cR5PLXXrdlN5HFmWfDayDCErX1tvDtxGbT3A+jT7NJQdAWJTYcfKeKeNg5j7R2HiL+L72D7ZQZ1bgB9rjqXG442R/JY8Tb6mS95IrTaPx+LVeErya+SW5Hv81pg1vJYNkUp9UNrluNIYjVcbq8mp0enJWzKHUl/N2JJOT6Ylr9U+i2rXpGZtrPPq6WixoVVnzTVeujY3o9rFOxTlJ7SAmpDoP/iDP8Cdd96Jpz/96bhw4QJ+8id/Es973vPwZ3/2Z3j4wx8OAPixH/sx/M7v/A5+/dd/HVdeeSXuuusuvOhFL8If/dEfAQD2+z1e8IIX4OzZs/jjP/5jfOlLX8K/+lf/CqdOncJ//I//sc36Utlvihx3yLNvlGKiZcq8yBPjn0+NIRxjUZVuKqqilfRO6Od+io9OCG1ymMa+xEsRaT8mOueRCKhfsCRHpyXqKklDtKXOfAwv9KJlptDKdPM56EivnJ/8zrPkUQdaQ+d15F0pbkLmXS41Tsd383jtnPFNmk68MzAi0Fop79BNGwxHp3g/9AhDj0B5aXGVkHhZue40mdEhqylxGx23mpLeEt0sFV1ZwiPnQN/XzsXjqdG9lpeO2TLWukbe0vnWrrEnpxS73BqrrtGSOayxr6SzJLdF3mHYV1qTWt0141vtW7pPYavP9CZU88W5gE6Q6M2oC0GWZqinv/7rv8Y111yDP/iDP8CznvUsPPjgg/iH//Af4j3veQ/++T//5wCA//2//zce//jH495778Uzn/lM/O7v/i7+6T/9p/irv/orXHvttQCAu+++Gz/+4z+Ov/7rv8bp06eLes+dO4crr7wSD74WOPPNUAufsHAO4vy6Ke6kEy3lnBqd57AbX/upsMrQARdOHYyhHN0OQ9fhAg4QiNM8oMMeB8SR5s7q2H5AHGzuEO9n3iRvMHhof6TkwPL44Tx1XcfkAZjHyZAOy3GPziJ1muXffAOglaM634gY2+N8c/uSs72fx3B5UoeUQdvpS6YG5P2a/BgOQlH6fFwQcxzH5PbFgiqp+uDUFlHnmNIugFUiTAh1NzveYXaYMV7EoRurBFE0esDUjvRdLh1jymuFdWi8S3jyp6Och/ZLZxmCdyseKH3yRu1901o3dW+M5SRobTW8S3hq52v1lc4ZJSsMQXPkPDlLdC+RR2mNY6b9SOvptORp61eyfe2aoILnMK67NTpbruPV5Hn5gP6lqPGcA3A9HnzwQZw5c8bUFn0n3PdV4Ftsvk3p/3cO+K6rirYdV1oVE/3ggw8CAK6++moAwCc+8QmcP38eN91008zzuMc9Do9+9KNnJ/ree+/Fk570pNmBBoCbb74Zr3rVq/DpT38aT33qUzM9X//61/H1r399Pj537tz45grohVRkFcNT4m8PPdMGbaex0z157QQC3XekqEpCmalzqGXloM6ol52DkpQnnejcSaVONM0mIZHklK/a1sn11dpZRrQ9hFzXSYu26EQfCHasPZ+vnlEkOt7JzjwOWyLHLaXG6bGkFJZC7SM6lTLdLAd0APb7EW2mBVUCQa25gco6WjfnJUivxbuEp9YuyWvZuRWPZ1/JTo+2RFKX8K6Z75K1OArUteU6XirvsGkrnZ6cw16TNbqPsvx66zW5CUml1s84Cw3bd8CF2v1WK2l/RHouEi12oodhwL/9t/8W/+Sf/BP843/8jwEA999/P06fPo2rrrqK8V577bW4//77Zx7qQMf+2KfRm970JrzxjW/Uracos0xtZ+WJLsU/Ewc6xLZufJ+ycGB0nuNGwq4f80ITlDYPXcid1fH5khZPSY4jR3apY5UTvcfTMZFk2WvNeY3Ov65TczKps6pkdBAk0+HREtdSLuXh9mngEX8g0MI5ZBgInS91UOVc9HXna5PQ5DTPPPyCywlMb3Laqf3MPlFQZZYztSNMcobeLPs9Z/SI6eyY4z0h0QzxJcfSkbTaNAdXtsu2JTwaIKPJiLxreEB4JHnyNF6NPGfDQ8tayDo3a3la7Wu5TkryrAeqkhzNF7HIk1dDpfElh69Vb+uaeHIsWrLGLTylB7OS3Bad3i9Fa857kVoN1XgiDTjiGJMTIrTYib7zzjvxp3/6p/jDP/zDLe1R6Sd+4ifw6le/ej4+d+4crr/++hyB1mKiYyy03Ew4OcZZFULyNxAHO3QYc0FH36PDtJmwx4WDMRc0dcK0eGjNweNOq5b7uWPHZbLyHXNnlDrucVxQdFqkO7s2cWc3ty8Sn7dXXjvNl6PlHEGmc8ttylFhiUBrOuODisUjN4ZGHnsMP/dMTkgPDrS4ysxDS3pPsc/ZvYDxYMrG0QEDmVe8sGP4Rppo+psWivfRdknWDbGELkseaoO0R+Ox2pbyxHbtRluS51EL75oxNaBVDU+N7hJPKwLdssZLUMilDl0technaZ1adC9ZE0/WUse/5tpcuiYlR7n1ulsjbxFt/QHTvogr6AKaE3ospqPSc5FokRN911134bd/+7fxoQ99CP/oH/2juf3s2bP4xje+ga9+9asMjX7ggQdw9uzZmeejH/0okxezd0QeSVdccQWuuOKKvEPbWEhjoq1y3QfI0WqrgiFBni8cdNMmwgl1nhBoGZrhlfSWIQo5Mp3zUieahmp4Oqk8GZ+rHXMUVCKmeUiH7tDrsdODE86h2WfxJJBPj6O25FpzAZFnI+0pZllfN25XPk8d2Y4y9HAO/kAykLzNYXKUYwq7EZ3GjEAHAGPcc2cXVGHKojMt2r2wCQ3NCYJnEO018izUuzWcYyse7dhDtLa4Ga+5cZdsWKKrlqcGtfOunRb7WkJ6PPtqdJeQgVadUrfXt/Sc1dCah7cldi0N+5E8a6+TNfIOlazF3ZN+60ts7VPeCa2hphR3IQTcdddd+I3f+A184AMfwGMe8xjWf8MNN+DUqVP4/d///bnts5/9LL7whS/gxhtvBADceOON+NSnPoUvf/nLM88999yDM2fO4AlPeEKb9S3p7LQ0dqeU9mnTYAzjmAupdJgzcAx9j33MxNEnp1KGYtCf4ynCKxFZtsYKIpwfa5vduE4uLyLLNGSE8nJ5I+WhIEE42fSjS+eYv2iIApct50XlSdnJEZVrzucS5cqS47wtd4bz89DN9tp2ag6yfj6lrgBdNwCEwLNuMCR53khI7Jt5JhtCcrJB5EBzomOeRr7g3JGFaKO8VliH1ubJow64N1azwdKXX0jreQal3XOwZd8a3hqnr4bf0reUR1sTyz6tr6RXa6/hlfaV5NT0rdG5VnfNOa0l71y12lWS13LNt+r2Psct15AnbxNqXbzY5j3JH7m3f0KCmpDoO++8E+95z3vwm7/5m/iWb/mWOYb5yiuvxD/4B/8AV155Je644w68+tWvxtVXX40zZ87gR37kR3DjjTfimc98JgDgec97Hp7whCfgJS95Cd785jfj/vvvx0/91E/hzjvv1NFmj04hxURr2TRoIRUZ8kFT3QlEOhwAQ8y8QTYP7icEer/jaewC7Gwa2qbBhBrn6fAsNFajqEfTKTcC5hsL8zRuFB2Vc5KUo+Cloi0STefOZbIrbQhMY3KdHvKsoen6HOhDBBCUufCMIMlOnkWDPzBF5J2PyRHoQPpU+0j1QJZ5g8pVMm9Iks70nMZuT85ZvOG3ZNyQi1JCGtfIkzw15aFreFoQco2HHlOqLVQiqXSfPYwwjsPirUHnPYfbkldz3UWqLSNeK2+pzrW6S+d+q5DYrdbYk1fT1/L52lrn5s5zFG61Wwi0/DKjX0grDT0J59iMmpzoX/mVXwEAPPvZz2bt73jHO/DDP/zDAIBf+IVfQN/3uO222/D1r38dN998M375l3955t3tdvjt3/5tvOpVr8KNN96Ihz/84XjpS1+Kn/7pn263nhZAobHQO+VvR45lurupLUOf578dL+cN8tdAh/NXvOSl40b7c2dNFkTJim0QGZJPFjSxkNc4B0z6JKLNHbc0l9wmzh+ysXIMRbQlIp7bSe2NY3QkOEfT5XqBjddk0bVI85bjuO3aezlv7X3iiSnsVPtmRHlkToh0so+V945/qQNNS3sTXgSktvwi5H+1m5CciPa+RZ7Hky1ahfySXGmjp7tkg2aH7PPGWGSNK42t1dViVw2vx+OdF02nd568NSldHzV2aWNbdLbIbz2Ppf7W66z12lw637XnYUud3nW3CbWcuJovUU3moRh+QhW0Kk/0xaI5T/Q7gTPfArs4ikSmKRKtoNWhB/Yxfd0OU+q6MfY5Q6A7HenN0WANtc6Lo+yR8kTnBVTkcZtO2Rbl8NCHhGCmEtwAFPm8JLW0q1PsS/Ikyqwh2lGvpnO0T5vLOEai1SnXNSCLysT5a/HifBMoRcQ54u2tG/1FwNMVacCIKg+hZ3HQe5LPORZUmWOio659n5zpiSeINHgMgZ54EUBQnY4XV6Hf4XskACRNOOet4SnJa+HxQByPx5O7hocSW9sCtfBK2qoMtsV7FCnzSqWy5RqX5mDlRF5aNKRmjVvn0MJTWtuWa9Ozs2Xdls73sM7DEp1LS6A3UctkJMps8dDJxDzR/5/6PNF/8CDwzTbfpvTQOeB7rzzJE31JklaWuzeOtffTcZjeDwyF7hD6njnRA+LfGIqQCntIRFrGMtuoNSCRWY6gWuiohdrm/TnqzZ3SPM5XbsajH2OJNnMENw9jSDbTfg0NlzIsRFybn9aeI89pPmB/dSSb81G7YMjnMuN7bp+0w7FvdnSV2OhoX4yLDmlMipcm6DOILOpAz0akmGvebrRB9GvtnjwovJrMEo+HIpXs9v6W+mrstO6dWnsLby15MmttKOlvnW/pvGpja859jQ2lviXzr+HxdNfIKNleY0NJ1pJ1a9VR27f0Omz5LB664+wpaf3CRKHvSCZzQgYdbyc6ZudYgkSLjB77qRrhfgcMuyltXUSgBfIJYD62YqI1NDjPWsER3lqyUGateqCNbHMElGersOOnE0+HgBxt9kii6loccJKf88SHEA9Nt+LKNfvkhr8c2UYmz7NrJD1mW6Lpcu57ZS1ocRSzpDctoBKAYb9L1QhnQR1YOruJlyHQ44nW0WDGCztGuFQaXPJo8iyeKK9kg8WzRnfNfD3eJTxLeOW4w4yfbhlTExtt9V3sQio181syhxaetfbV0JJ1s+xZuhZLrxNL51J5h041XyhLeSrpAoDzy4Yu0nUZ0/F2omW2jegn0SIrFHUWKfBoCe85/nk3Zt4Y+g5D1yF0PPNGJLs4CkegaTaIweTJ33s87eBIjo6PPBTx1XMYa4ixlcot8fs5m6l9FlLP59JN33m6g8zXh8ulmwdju5XOjq9bPu/8K43+kpBka3OTaHnUxdZnjnHuWb5nikDPKLMI1Uix0WDyRiVWPDThkTciDwGUxxIcKY3dgie2a5uPSjwW0iXHezxWm+yvuVF7PN6H3bLTG+eNsajVvtKaUJ7SNVAzplZe7ZjSuJrxQP0DxhL5S+a15Ny3yC85rWvOw2FfJ5tSy0RrvkAtHvr+oj0R/L2n4+1E0ywbEl2mGwrp5kNRbGWYEOhhN4ZwjAh0h6HrEZQc0JGoYyx58r+y2IrM/Uxl8VARjUdzJEtE7aVE7eNtTtyu4chLNLjGVoku0/hhbrvtYGtx03StrbmMbTkqrPHKhwlqezqWCL513ehhH3M89BTvPMvZU2cZc8nvgZX9JpsHZ2aBQA9TrkYNgZZOdC3SK8PzrO9zKW8LnhpdkkcbE7BsDh5vqa+FZ8uxreDVEh1r5r0Uda05r2vltfBsce7X2Ne6ti3U+jko6V4yz+NUor2ovObLx+ORX8IVtG8fspgu82KKx9+J1sI5aLo7Ggs9tc8INMnAsT8Y8z8PfT8j0LmDPCKK0SmiDpzu/B4WyVANyzmnjjmPpQ2GkxmmvwBAEWeOGMfxyNZGszWNy+2znGybh8vTUetcpjYX+bBgOcq03XK4tdzXlhy6fgEAQodhQqAHUrZ7IEVQJAI9I9PDpGs+nhzwWJVwkj871PG7V8vEMU4wGpyO5V6XrQGVQbSXdFk8kjw5GpLl8VA+Df3W7nseembxUNtL5CFtLWO8saUvsZp5a7yl665kV608jaxrqtRX0kl5atbNc/RK53Erqvl8Sd4Wuhjn1es71DWtVe4tbuuX6gldbDreTrQVzkHb47HYRBh2mDcSDj3GzBtdlznQHAXVY3Fp8Y+asIux3UJoO+M9HR/RWz8sRENoo1yKAFO5VqjB6OvkjiINV7HIts+en3Re6ZpRGdba8DY5Fx7qkb7ayAY8c030cBK5UVND07M0goHMJ4ZwEORYFkfREOgs1GMgDvM8sJsudDB5pgNEv7MH8peOq7n50Ruo5YBqDnoJOfZ0QbRTO9fMoVWXRtZYi3fpvXIp0rYEqay1szT3kgNUex6WyqO0Bl0u6a7hablO1lLL9bzEruNwXldTyweffqlaPJS8n+dWONMneaI3o+PtRJ8GL9ctY6JlbHSMfyYO9IVTuzkDx5i2rlxIJfJIhJKjwoBMuSY3+enHZZ6acI4w26TPgT/v6sgsRdPtkA/NsZYPIZ6dMvxll/HLUJZg6qRosz1PC5UfiYeH0PMbiBxqE7WT5wDPU9xJu4bQZ9+FAymOEgCEvYK4x5Lfk1M8zKEaJBwmTIh0RKCjHu2XQenMeqEaJUBF41kbhiHR6ho5QeFZMgfNvhKvtTmyxGPxUl1LqMZBXqLTk9mCyLborgkN8OQtmefauay1T/K09NXYtYaWFrSxxmi0RF6p79BJ+7Kxnhq0Lwc6YSv34FYxOie0lI63E01RZxkDPfUF0S5DOagDTTcRcsdSQ5mpk5mjwgB18LpMrkS3+Yu3IRsjN8vlvgWNt00ygOTAyfE83ABMP9j7/FiTAzFe2hd1SN3Swc35on5pS2Bzyu2j47gN+TwtBJo60tLePJUfd6pzBBopjR21iTjQ82ZDZR40KwciAp2ls4sONOGVJyOIdq1NjtX6W+VL0i9kXbfGs0ROzRyW8nq01KlZer9c40Qdpk6Pp+U8LJUn+71xW5zTNfbV8NR8HkrUyuvNp3bMxTivq6hWaOnLRsrSviStL7QVH+oTJHozOt5O9OnpJWOiZU7ouHkwxkDvgAsHO+x3HYZ+pyLQA3rsscvKagPx0s1jpQHMPCOfXhzFS02XHOucIlIrNyJacmzi6dwkohrEfIGEBlNbxvacV5KN6HvzzDflafKsTYjB4bXQfM0eb5MltzddA5p8DYFmxVFoqEaYrrE9GTOV9B6GbuJREGgaAz3kCHc1Aq19Z1s8W8mp5alJf0d5g+CpkSt5aLulqxTjWouGleR41Ipsb6Ez8tTGRlvrF6mmXLom1+rz5FEeq68FAV3LU3IEPZ6tCu7UfCapzhZq0VnTV5IHpe/QqaaAise75GLY47L3VC9hOt5OtHSaifMcunQ8F1CZU9l1YzGVLiLQHF2O8cZWujkAhF93LilPCYGWcdCB/OXILuWRyCsgUdig8CaZYG1URnIK6Xw0VDlHbKn9sS2A20dtTDwS1c3HBeTyuFwbVZYFW+h7DXnWnPN8HD3m663KJQg0Zgc6Tii9D+jmv2Hu61K8M4mBnhHoaF/gPNnNRDq/wejTXvpJqOfx7KFUO8bTI+XV2qeNKdmnzcPr03hK7TXOQOm+e1hjW8Z766nJqV1jS07NGns83rmz+o6SZ+vzutW16n2eWnW2rH/Neq6imhMleT1DS7wt8k7oYtDxdqIjEh3DOmRWjsmZHnZjEZULB/3kQPdZDPR+Qkgv4BQkIk3RVolGctRXjyv2kGNr82CeKi/GYftUh35D1RvYPGMbQGN6tRLcifS4bo/yoi05ok3PRy6P60xy9cwdKbNKrlvypHFg48Z52wg+lZPO82RX6FkYxjDssu+/uMEwnqeY8m6/J79yxCwcEoGmRVYG8UqTGV8yb7+MQa7hCfDLfltxxEvqCrTaVytH6l4yB9nXEkNbolp5W+jSdK9NUVWKdfXiWZeu8VKda+1q5Vl7nayd59Zk6Wy9/krrV/O5PVKyfgrQ2ltqq0tYfaN8cSfhHJvR8XailXhnmYEjdFMVwr6bHegw5YEeuoQ0pzCJPDVcQo8pSisRZgDCAUt9Mg2eHr9LM11YqHU7sh1tATTENn+B8GC2J8nRnNM4dxmzTddBzjMnDjzEOdlp7DSbqT6Nl/frcrkN1jgeu60VWaFzAi3DDUwbB0eGEPvpi7SxHNBhkp99B8t46Ek5K6yC/Mat/dVu7kHhLbVD4bP4SzzSPgug8ewo6ZZk3fRLQJAHJrXwePos3a1UfipfJ6fU3rLGsq/lnNXqLMkpnYtWnprzvub8enJl2xa81vi1ny9PXum8bkJLJ10y1FogKaPEc0IXi46/Ey3yQ4cDpOqDMQf0rh/T1xEE+gJ2GOYY5w4XcIAyikvRYbtASaQc0baRz0HIlQi0z9Nncksks4Zo42rnCTHPXA6fN0W2ddJjtTXb5deHtE+LrU4PQiBtEDz83Mt2PpaeT6g2x0Iqs13MMe4w7Ps55jmuQSzpTWOgx7COPGUhzwuNEbCoQW+DwqM52kvLfrfqrrVP6l6Dfss+S67Hu0VM9FKQ6WKizEvleGtSkrd0rdforOUBtvsVYu2vDxod1rW+1ediybmv/XwdClnKS8HalGoWzuJZOPGjDKM+KbZyCdNUsZAhz3Psc4f9box3HqITPaHPQ9eDbtDjaC6PiR43GHInNYY7pFhYjlhi6tMQZlr4hJcNl44mR4AT2WEYNHsIje2281hzNDXOR47h88FsO41VHoQjacnhdlOUPt+kyfnyUJK4HnIu1F6tLdnZq7ZzdDutcZqbL5/pimW8QZzgAKSNgd3sKEd0ec4PLYCLmNZuPJh4ovOcTgxxgolTrTnGQTmWcdLaGIi+Grke+LKEx9rIJu2jfTU8FnBkgUAWeZvJLHklORZ5dnh21jhxW5B1ruSxZ6d2Xkp9UveSNS6d5xobNN6teFrGXzRHU9AS+7wxWz9oZIqXGORdpN74YLy8sRf1KeLvPR1rJzrsgHAAls5u6IH9QTc50buEQJs5oGOscV79b8zO0UPLfhFJz4RhxUZLZ407zDw7Rx2qHJ0+Gn5C56CXD7ezTEiHW+pJxxQF5s6vrjvXxdF0qluboxXaoSO/1QVPMse97Kh7OjkKPp1XgkBTRzgEzNUHB1FkRaLNWdtcgVAg0NF5LqHLsT0tTgI2rO9m69jjsW5yrTxUrnXP0OzTLiaPpyWecwni6cmzZK1xEpbeX7e8L9fMYQ2Sv/Q8UD7Pwa5xomvXait5S9Zk7bW0JbXap8330H3H1qdM7UuWtmvjS7ytP6tV0klM9GZ0rJ1onAKGU0iA3A4Yug773RSy0e8Quh5aCjkvPVx08GJ6uwvYzU41EJ1ELSY3Ul7VUIZfUDmDYl9Cq+2QkuQsL6Mctc6dWIneckeR9sW453wOlLeucAx/sMif9ftsPF9Lbk/+FZSvm+SN8vZiTfzy4R2Tz3TGkt0kNV1CoDvGM8uJBVWGXYqBps7zYCHQZFKl727qCNN2T07s01LISZ4a+zSdEDyW7bFfu6d4cmt4auzT7LJsp+1a21reFtoKwat1CrW2Ekq85mGkxSn3dHtzW+Lsbi1PUut5XeLfWZ8lrS3/kq3jXWLfkVFLjItm/J70S176ZSNl1lyUJ3TUdKyd6DCnrMMcwjFMyPMYvrHLMnDIeOL97JDZPMPkTJeyOMx2YXSkIslNiRYiTRHxkWRICEeT9fAHKrdiDYleGdtLeVJbl80t37BoxVh3Yq653dqa8HZ77rlc7SGnm+Uga+chHYNipyyFzm0hOkWKuRAgiqx0WRYOTKEfs3zCw5XGcI8+tWkItHYRaDd1eXOzjr0xgK6L8muotSZXyvB4rHtN6UFiCY/3ofKcgBqq/cC28lrjt0DwSmtSM3YpT2kOS87VxeLZSt6S8+p95kqfxZJOzc4lCHSLzk3IOwnewpSegq0vVNpGnejaE7OATpDozehYO9H7g8l53nW4cLAjznMeyzwiygcZ6irDOniKtpFnzxxsiRRbscuY5aX3+QY7KkfbyKc5+XZaPDvspIUspFfbhDiAF2ShmwZzFD1PXyd12Snu0hrwPkBDm7mdclMo5QGkI25tZpT2WCnuZvmhRxg42jy/Z9+t3VxkBcCMQA97iUDHEt59/l1bg/BqyLGFQGv3BQsxqikNLu8lJZ3SXimnptSwt0FRu1eVeLQ5SN6j2HhWuscfJUpdw1dTAt3jjXSY6HLNeGnf2vNQq7NGXs26eddvDa/3uV/C65El55IDYiUyEMkqulJaXG3iwRjrQfgndFR0rJ3oVIUwZt3oRzRaiXOWGTL0DBeSV4vXpY6YRCGFfcIh46nucjl5QRcgR24l0pyc3PS3y/rBjhMaq4c1gPRT+/LY4NTPdecbLrvMXq6nE3Pgdsg5JZslop3WntsGpiNRkiXnDPYXYmy+xhSBju/jCwAprMLPF+VBAAn9APjmwC696ALFsA75YjxGu9UG0mb9LY3X5KGCp1YuoMsu2WnpseRp+ix5UoZ2fyvptORrulr7avtb7ss1vNYcS23adaGN8Wz2zlnJHk1PiadWXq3OEq/1WYht3rpZ/DW8WnvNeai1YcnnYhW1Cq75gpNyS5PyvoC9L6dG289Pr6Ogo9JzkehYO9HnT3c4f3qHodvhQn9A0EwdZbbDOfjxgN2EWmvx00Bynn2kl6KwVEeUQVHmSNKpp7yy4Em+OVJ3JmUccn7MkXdOecy0nPfoo9Fy59oc+JpIZFt+bVi6EqoMlBFkC1WWISn5eeChN/yXASu/dJxDRKD3rDx3N28MDACG/RQTvSdZOSJqTXhHpTsdgaavtHA+zzgJHYGWPPT7WytYUsMj5XmFWbyKuZZdFupV4lmrW5IGSMk10ciyzyML/Kqh1vLQhyWvZg616+fx1Nh3lDxHqXPNdXIUZH1mLjm0OZL25eV9+USq/aKq+XlN4x1Q/qCc0GHRsXai930/xT1PTl7nO8h8A1/eljt2evo1PaaXE0duJQoO0BADKktuLkxOu1bExUbBOUk0VYub5hvmpB6KYGMex2OI9blLWXQ8lyV1cZsjD9j7qNtCsZNuCPlcbj532Z6Oqb0yBnp8P/HT8tz0/fR3RpvjGIFcz6nr5nLfkw3z5DqwBdUADdlm/W3p82KQS2M8uXK8B+BY862VU/pb6ivxlviljVr7UvLGLu1bM6ZFrrd+NTy1a97KY9HWfLW8JZ7Sea5ZgyW8Vpv12WyVcyhUu5hLvgBqvoRKOr0vW6utQHscnd99mfv3x9qJvnBwCuf7MXPG0MWUdDsTifYRaBuZpUiljKvVyY8n5rox8XBHO5IWI+wjx+spR7o19NXeZBnty2Oj87mM1BV0yQ2ZVK6MS6bIO51TXrJdexAKiPHPvJ238etk5qElvaO8CW2eeYZx82BEoilPhkAP0+bBGYGenOba6rAS6alBZDU5IMetCLQVs10qfGLp1sZYiJu1N6d2viU5h1V0pSTHI8uuw9S5pdwt4sVbY5GX8rQgvS3nfq193jUgP4uevMP6PCy5RlvWb3NaelEu+ZKQPNKBvsw90mNIx9qJDt2ERCOmpIuOTWzTwji0EI16HhoiYCHR46XPEWctrENuOqTItId4R3Q7jy+m6HQNQl1LVI+M29bQZonYyrWR6LwXhsLRZx4DLdFveU78eGlptyxZniPxmuM9OrZ0syBNZ8eQ51h4haSmG7NzCBsp6hwXDZ1w+AgirW3Sk86hPAny10gP8AhijMZDdWt9NTweyCLHyPl6Oj05Nbq1OZTka7yWbS3O1Vond62MJeM9fu08rOGpWeM1PJS3Zh1KdrXytsyzZqwlr+Xz0MLrUc3nf1MqCa1ZsBajW+St+YKqoJOKhZvRsXaiU8YN6pSl/M77QhxwjkBbscJ5XmM9BpeTlCNDSSgPd6rBeHK5FvpKs4dsS3LduJ1gx9TOfA7yASVH0/n5sIrC6HHJkuwKiHIOPLOIPl9+juKbQaSmi3HNFIGOBVUoAo0w8uYT7EYUmhtNbpBdOrbif0toq+TxxsTjEmrtyavhWYIcl3RSakWga+agyau1p5ZH6llDa9HmVnu3kLeWZ+vzcFjn7LDn2XKNrkWrl1wnSz9Dh0aWcu8nMo0nkvXhk/K0sRuX/T6hzehYO9EXSP7m6DhzVHl02C7gQDi0NO45bRKUf2ksdFDGWE4uAKQMHNwBp05bfNUXccHElzvROXVkHvwBgPJYceIlJDs6p5odYZ5LatfWmM+pM3VTJFizwbIrTHMs8bbIZbaG8TXHO8+p6XgMNItzjnNiJbyREGpagTCGcdCiKoE40DVhE9IRtngC4YE4tlBrylPqk85+SWcJxGmdQ2lNSrponyYHDq+UK9tKPBavp9siT0YNsLXEAS+hoyU7LJ216HLNurWs7VHzrp2nvJ6ttsMmS6f8vHq8R0JLF8ziseRpCIC1OFKe/PnxxJm+WHSsnWjqIFInOjqG0Tn04p2pLPqzPk9DlzvTHlnIdtJlxxx7eaf5eN/JpTZohUtGnuiQ842KvHKfLd+SqxVkCWJ9Ix+XZ81dOuvJ9nw+VsiJxWuFykhegu6HaU6hz4qjzKh0SGNTSe+O8bLNiLQK4cw0IdIDGUsdaO072ENma3mC6JM8LWhwEK9anZJoe63OVt4WHjh2es7M1sj02nGU1qLUFi1xhg4bnZZ8NQ8PtXOo5T2qOVjn9WL4XS2fmUOzr+Zk18LzNTzaF0r8W/PFVyOvcbFOiq1sRsfaiT6PA1zAKexntFlm5+AosF6NsBc8echHQpDtjYUydIEiq8lploh2dHZ3RA/dNGeRFUOcp4uTJNfCJonA+yQ3FvJwiZ2yXjm6z+eSP7CkNc1T0VkPN/p4uvGRPjDtHF5w3rBLjrKIfwYwh2/M6HUsvDKFc8zFV/YT8rwnCHxEo/dd/h0boG/KqynB3Vqme4D+y2UQY2rk1eqU8iQK3qJza/s0nhZe7UPUcv9b4yjX3P+9/jW6/S+keud0S1RZnidJNeeuRV6LfS282nVH7dBkbF2YpUan13YYD26LyFswa1FCA49sq7lQPHmX3AL+vaRj7USncty0LLdEmym6mqOuPHxDD+cYL1GOUmvZGzRUU3OgZZxtjgDXZACR1DFbaXuyJ+krhaMk26DMS+rgPDLmmL+PY3M7grBbc675+SjNXdoFoZMixJaufCNhgHCY6TGtRhjI3AKU4itT2ActoIK4YZD8pROo+U72vnu9m73msEt+qcOSZ9nj6bT0WXJb5JXklOTVtNXyLuFZwivHrbnXHta9ukVuDW+tvK3k1MpbInftfLW+kszaMdpn05O/5vOxKdUsqHzfsihL5WnjNPnyaWbhAp4g0ZvRsXeiz+PU7JjGFHdLMm8AozMkwz001JryUqJOHR/D22Qpb8qTwh18B1cjqkeW4F5LOaqeo97Sdm8Dpfzoy9AWTy6Vp9mpI9t60RXNebYRbWFXRJtpSe+hw35ClwMwOs9Dj2HoOe+MQCdEO0OgY7tVqIS2xZcGVEiQxCtGQhFoj8fSKY8121vkQeGpmUNpTaT8pUVcQI4h+qw5QPCWeCxealeJvHvtWpR6iTxPruYr1PIeJs9h826FkHvXb0l3y3Vcw9tKW8lpptoiKTUGti6c9tOix3NClxIdcyeaO4xy02BerjtHg2UBFZrhIo+T1pzdSBzxlCEGHNnM5cZxekaLeuIoa6e0raWETksEOZB+XpiFj+H8tJ+PT3NKx3IeuU4L2QbjkehzbpPCS9DmEVme3se2uFkwItAhb0eYdJHjKHO8cAQSHY2RjiptC5CGt/FoejyeFnmSWuVpY0s6S/I0R8WS18rjHcsxtWOtttr+Godk7fg1Y7zzXOKvWdM1694ibwmvHFOSu3S+LZ9Jj7/lOi7JsWjJ9VakmoWVvDWLUjNBT54ns8Rjya2gEyR6MzrWTvSFCYXeYzdn6liaA9rbCKiVBq8P55BFOaz4a76hbzmlbB/ULj07x3qic4nEC7HoNsiQGTkHD63WeOPLt4ufe4mYa3Pg525Em4fQYdgTXgWBRgD2+34urELHZwh0jImeNxHOkxh5tOImETGWvK08tE9DoGsKqdTwrpW3ROdaeS08Afl8LbvkuMMoDV6ju4Zq7FtDS+w7rNjoi8EL1F8DNUiy1dd6bVpA6hbn6rCvqSayEOjaFHU1i2LJ25N+zz7Jo33RXTIL+veOjrUTPUwO7cCc3D5zmvXcz9wx5qhzcrIoekqR7UiBOWIQ7WkjWl58JZcrM1BYyLG/dVDakORFmTy2eB3lz8k5Si/15XHGyOzJbc3Ha/NI43K78jjq8S/NdiLnEFHj0THmiD4t2Q0yLiLU7PwFZHPGJJPFPaOAQNcgxRoP06n0ab9a1gAiVp+0z5OvzcGS16LTu8A9eUt4SmOtvppxrXOp7duiv5WvZVzLWtTob3Vsl/CWzpU1Zg1PaU1q5JfkefOq+ezUUO3aNQv12rWTZ02+5kTXTML6Mi19CVo8CxbupNjKZnSsnejzOMApnEJ0fPc4MPJF29k5KKrMHe2EDkfS09VxpHIkWy6NiY681KGnci3kOLrcHumxvTwueduqhkm+hbzbduUPIZQ3Pw92bLVV4MXj5eXItTlgSmcnHP/Q8TLdsX3QeKc80Kyx41k5kmE2KlyDtsa/Ho/U1Yoyl+RJ3q3kRaotCW7REnTZQtVKiLunu6Szhpai1CU7j1qOJrd2LWp4t5a3hDfSUaDpnl3WOWtFjms/OzV0pLHQlrK1i1LzQVjyM10tzwkdNfkJiS9xilkv9pB5omV+Z4lWcx66KfECkZPkxw2LCake0+rtiJ6Igu+mMA252VHaJXlTf9ocab/iWL6RsmNyeIy4dC4jgi7jxLe7JDwEOghbo01BtddzwDtlbmDnL9ngbYpUHlxime6Q0OYwjDHOdJPguMGwn/skL20bcz9PoRuk2ApzZOX3dY3zNoiXxRNEn9QpHd5WefJY0lp5S26ytToheDzdFo8nz/vp3Bqr8ciXtyZSt3adWOSNq9VfIs++GgeyZd22kKfZXDP/ljHetV66lrzxnv6az6vWV/rs1Mhb89nehOiiau3eB1+2y7a90i6p5cO4EV044lcDfehDH8ILX/hCXHfddei6Du9973tN3n/zb/4Nuq7DL/7iL7L2r3zlK7j99ttx5swZXHXVVbjjjjvw0EMPMZ5PfvKT+J7v+R487GEPw/XXX483v/nNbYZOdKyR6OQE71j5b+o88xAN2q6ltOOopI1W5+EXkTQEOpLUKXl5vK5HHXsXXUW+NjykworZ1jZQWrpaSTq3MlyFph2kNrWV+4bKy68FKjtHtkcSoSHREab5nwNGZ1kg0NGJHggCHQze0XnuwSoTjgYji4mmffli8HbtPqDx0MtEuxl7jnCNPIt3S3ktN9tWnRqPdYOv4dHk1fa18Gw9do3Oo9BzMZFnNPJuaUutHOs7o+UaLemq+ezU9B2KA90qsOXJogWt3uoiPYoP46VBX/va1/CUpzwFL3/5y/GiF73I5PuN3/gN/Mmf/Amuu+66rO/222/Hl770Jdxzzz04f/48Xvayl+GVr3wl3vOe9wAAzp07h+c973m46aabcPfdd+NTn/oUXv7yl+Oqq67CK1/5yiZ7j7UTHUt6y/ALGvc8Isk5T3SYZIgFdSh5vDNtB6TzmWxK/eNHijqnPAMIDanQNyGWKWG1mhNth4dojmeS1GX2bUV8bWi7njJPQ4w93jRPjrrXlQhPvAE9htDPCPIQS3oPqS2EiEr3rJ3yJoe0m5zkiELPRoyvmgIqoYFXc/CkTs1hDmJMrbxa3q3kgYzZYg4ajwVEeTo1OyUtdbgtWuqErHGUjxI5bLGzxq7DXuPWtan1tTwnuOZ60/qXOLaePIsuKtJMyfrALh1nfUl4XwraF9RansZ4qvMAi2I8TDrfxn7rrbfi1ltvdXn+7//9v/iRH/kR/N7v/R5e8IIXsL7PfOYzeN/73oePfexjeNrTngYAeNvb3obnP//5eMtb3oLrrrsO7373u/GNb3wDb3/723H69Gk88YlPxH333Yef//mfb3aij3U4RwyrkOEX3OmV4RE7thlRbhik4RpSlhxHefdkTCC6BvE+36RIwy/oJsS6Fw9PSa+clzvHufNP/QJqB0/9tpSok5o7uSD25O0QNtDwDNonH350+QB99KAbPAOVMyPQKWQjhmakHNDdmKmD8gYk9JmFbHTJkQ79zDt+H8p0d+IViTq+JV6NJ74fxF+Lv1WeNla72Xo8rfK2mINmm8dj6aQy6Hny5l/qq3FWrDFrx67R2fIqUcu4JTxL5ttq6xbySw9fpWuqNM5rq5VXq+PQqPYE1coqjdUWD6hzuGt4ar+ELn06d+4ce339619fJGcYBrzkJS/Ba17zGjzxiU/M+u+9915cddVVswMNADfddBP6vsdHPvKRmedZz3oWTp8+PfPcfPPN+OxnP4u//du/bbLnWCPRF3CAgzneODrLu2xDIQ3VkD/py01v+diU1UFuLBwvb21DIECdQRk+IMuR0zEaYhyPvQ2FEomWoSQydGSfhZnoz1Ol8JUa8jYNarx5mx5+wddPTznIv946dv5ztFrRTXM8RzkSZSa8WbaNGAMtF8DbjGMVR/EQ6EDGS3n0O1uCFtb3uiavBjHW5JTmQHlq7GrhlXOwyJO3lEfy0uOaPotH67doCehWi+ZuQWt1LVm/Fnk1YzQgskS1+89KsmpQ5pprtEbeEl1L5W1O3mJojnBp8TUebxFqfmpYm+ewgfbbiarSBeD6669nza9//evxhje8oVncz/3cz+Hg4AA/+qM/qvbff//9uOaaa1jbwcEBrr76atx///0zz2Me8xjGc+211859j3jEI6rtOdZOtIbc6vHOHPXNUWsZlyxDA+LHjIdmUBsiT15ZD6BIMIScPG5ayksOaDfL5S6jdBalnPyYpnvjG++SzZQ60rY0vENzaHN50g6wY24fPSeUP7VHvR2TEcT8me5AdAXMTnGShVRohfGMf2VWjoQwy790HDOcLoScrN2HQh/9fvd4PHmeXbVyPXker7dOtXPwjr3xJfssHk2+ZkPJPquttr9VnmZviy0tVNJVsqF2fO36LZG31Iaac1A6d961bl13lt6lnx1PbmkOW15LLpW+KGt4NZkledZEtRO1lufSpi9+8Ys4c+bMfHzFFVc0y/jEJz6Bt771rfhf/+t/oeu2DTVdSsfciU6hGik2Okec9TzRfpGV8XLl6KtWrpvyasgnjSumiGoAR7bTR81PdbfHbnbzqV06+RsLJfqawkJ2Cq/Gw3V4FOerydPiniVvKOguodVagZwUpkOLrGDKtDHGOc/te1JkZTI2ZumQvHpJ74682ETtkLaWOgA1RVJqyn23yGuVY81hqbwlulvktfB4c5Ck2WXZV0OePI1K9nm0xL6tqWW+NbxL1q8VxWtZN4/X0731dbdGnkdL1m8VaekhNBjcMqwGMrcWsPXLWpNXw3Pp05kzZ5gTvYQ+/OEP48tf/jIe/ehHz237/R7/7t/9O/ziL/4i/uIv/gJnz57Fl7/8ZTbuwoUL+MpXvoKzZ88CAM6ePYsHHniA8cTjyFNLx96Jplk3aByvRKAlCu3xJOSVOsY5n80biTt2MsZYxvBqMb36hrheuJ5lR9ZCpqUumc1C/9qQ2xnrnwglf1wHkL8ciabIMV0Lio5T+XJ9uc7UJtaexDmHQM5TGMfOcc9h0hEwx03TjBwj0kxjnDmizdug/yKofbfLdg/48I41HZbcmj7tr3xfMwfLrhp50k6LPHk1PNa58f6W9NXaVdtfw19aq6V9W9Ba+TXrvvTc1PBvMca7Nkt9W113lrySzBaezanV2JYvyhKvJrvmi6zWllqeSjqmZb9f8pKX4KabbmJtN998M17ykpfgZS97GQDgxhtvxFe/+lV84hOfwA033AAA+MAHPoBhGPCMZzxj5nnta1+L8+fP49SpUwCAe+65B4997GObQjmAY+5E71HKziER6F4clxHpqEfGE8sy4hqvJJ55Iw8loTaObRGt5hQlaKntvLUKmW4qDYrucgx0ewYPmQ0j1y15rYwlFrJtoenaGjN5Q5+V6Y6FU4b9juR6nkp6S7Rapq2beM2S3hKBHsTL4w2kjX5X1+Tr99BbGedcW9Skhteaw1rdS0IOpTxrjKWzhWcpsriGl45pBauWotRb0FrdS87r1va0jqk5ryWera87bw61cezHByRFPdLberLoQtV8UW3Fc3zpoYcewp//+Z/Px5///Odx33334eqrr8ajH/1oPPKRj2T8p06dwtmzZ/HYxz4WAPD4xz8et9xyC17xilfg7rvvxvnz53HXXXfhxS9+8ZwO74d+6Ifwxje+EXfccQd+/Md/HH/6p3+Kt771rfiFX/iFZnuPtRMt08zl2TbShsPc+eWp7WTGDersauntqE6NVyMvzRxFRvlGwxyJDmQMzyuhUcdkx/Geg0wR6DAd244yfQjQN/nl8pNddpYO3a48tjrKSrHsHOnO58/GhWmNRZnuWGCFo/EJjZa8rG3OwiHlEgRau+FZQIh0Lj3QROORcqjzKXla5GljS7w1PEMjr7UWNfKWzLeWp2SfRzU8NbyeI9RCLfasoVYd2nnRSF4DJZ7DsMEb08rj6bSuxRa5Wn/J5to1PorraDai9OXgjav54JYWzBtbGyZS+sJb4FRfwmW/P/7xj+M5z3nOfPzqV78aAPDSl74U73znO6tkvPvd78Zdd92F5z73uej7Hrfddht+6Zd+ae6/8sor8f73vx933nknbrjhBjzqUY/C6173uub0dsBl4URT9Jlma0htF3CA5BzniHOOBus5lr1S3mNb5NUoOfdUbpqLbl/NKuycbyYrq4bnRHPHnYd46DroutXGSNdn5+B2tKLVdmaR+QFsyOXGlHbCaAx75YFC8sb0dlpJ7xo0U/LWIKhSroaOSqdZ3vQ8RHULxFjaa8mrtatmLUryDmMOni5PXivPEl7Prq3HHBVtgTyvmd+SsWuvgZLOw0CgPZ2HvcaLyEqVsxT2XxqXXPOToGVH7RfekQaZHyo9+9nPRgj1X2h/8Rd/kbVdffXVc2EVi5785Cfjwx/+cKt5GR1rJ3qPHXZKaEU8vkDKb+dOaif6UtytjJOWSDeQO9F0vP0dJDcNJofMCjXw5I006rRcV328jnBTO+mDAdVT49hr8eYtFGYbfPm27RT1z1FpO5wjbRKcC6dMaPK42TAZOEy5oAOpUjijz/uef+/F774axzZ+f2tIU1B4W9BlqVuTS+ZYlOfJ0eRa810iT6MWeWt0Ll1jaqdls0cWb8ualPgB/T7d4qRvTd4aWe2tyHPLA0utDZLHugaW8GjXpDVOXtMtOrdClw8Vga49ARaKu8T4w5BnfZG3yKmkCzi6YitHhXhfJDr2TrQWWpEc2x2ok5tCP3hhFR5CkZzdUvgFTVFXE8aQp8zjDrWW8s5zdpMtbRTXwJLVktdZJ77G7ZSnraPkPwAA9JrI+6Y1DqIEecDsEFNUOQzTRsOYLzrKGPpUfGVm7oAwxUWXSnprjjX9XpbOLAzeJairxyNvuLW8ln2avVvI06hF3lKdW6yxpBZ07igQ5BbH/ijosObQOs8ldrSMXcPjzeVSQJcv+jW1ZOEsnni89Gcmb2yJp0bOCR0lHWsnmlb6oyEccbOhHgstNx9qsdFAvvGPO5fRSbfCOnQklaOiuuMuQz52YkxXEWChE3cwS2TFY/torkZ2iEuSp8miYSJyxnQupc2clr0xs8Yw7LLvvSE602KjIN10mBpp/DMx0PuOlZMZyEuCEWtDGGJfa2nwWt6WIilr5cHh0eTVnocanTVrQmnNfXYJyNSyQdG792p6L/X7tfbgsoTH4m2hlnNXc86WFkep+exY8jxqmZ9n36FRyyTkF9PSUA9L59oT3MLTQOdxdPWqG8t+Hzc61k40DxmQJbD1tHel9xraPJKejo6XjeahGf7H2Epvp6XBo/aMeaKH5m+mUWaL8+tt/KsN7cBspe648zXIx6WxupOdxpPNe6a9k6wg+gJmB3jcTDge01LeCFMfc6rphkHOmyakZOuwbng1gIc2Xo615GjtUk6LvFKfZa/U3SJviU5vvVt1toyp0W1R68d7Cf//v713j96kqs6En3p/0s3N7qaBprsjdFAM2HKJ0yr2l5GQaRbXMRp14oUVyYQFS23yTcRxIdEAZpbBhbMyYxI+XM5kon9AzJglOsNEh1YEvHRQWnuBqL2ERQSVhiiB5k73W+f7431P1T679j6XqnpvzXnWert/VWefffY5VXVq11O7zk7B1B2hRPQ9pm37K11nXdoIyfjKY66dSdjUVjYZsR2PuQhTD5y0T3ollTp5SfpjZDJmhYV2oocYOGzwvirtd5OBbjLSzX2c1ZTSdVuEPgQcRgQcURnOptf75ThsIG2JuxTnedSWy4LX+10dPhaY1/N/zBgbDgOxPcqQa+EeVciPGYdt0DcDBijLpXEClTqm2SZUKYf1UoNmHA89CtEg8c82mcqwqPfZuZWzzDQNNj+EPvbWMBkp7TeX4fpDCUti9aWm6e5j3m+bGhwRMlyfVCdmjGP0cFmO2Pt0CH0x2vN2z+ZjEXIMQ+OQok+rE1O3K9PrszPUh66Mtqa3rexUYCfJNjI8/kyCJpOa6YnL+CZOSSYx8HgGab/3Vyy0E02XtCuZM8yZ5tDHglSG66+3eThGU8eorOlsNm1v6pMYXv7xoWZPeKx8H+MBmtNZl0v2j+rV9eOc6bCdVk6SJYyyMB62HrXNsLqVfmP/Jywy4KT0NnSJOmNZa/arGGjGiEuyGgmRQlj49Mb8L+mR9Ibq++r49PD60t++7dg2Nf2aTZITkTLGMWW+48rblfaFHJg+6vh0zRNi+xU7xn2PbYotvNzXnq8vsddQyK5Um2NlJ47UAx268HmdNnU1WU1/6KKc+SBnECy0E21Z2SGWxnHQI4e2yS67CVUoGy3JuPprp0hbDo+2Rcv8p3l6shUbzgGyXURSU+FU3i5LbHsVYpDdvsRBS1M+6m/zQ08OibFv6ho0xquhZ/wh4dCm6ab1xwy048gbwAjx0xUDzTsTGzoXko3NEqvJSGRJSManzxBZw2RT9ExSNjTGVB/vQ5s228poaMMgp9bR7NN0z3NMNMekYntT0dcYh/TEnL9d9Wl62o5N70hljvnkGtITMxHHMMcSYgayx8Ge43WiFw0L7kSPnF+66oae6ltewYPLAABlQ/kKGpwV5olYIPyt2y8lWwHT04ybpvYUxEnUQjtCMcylUOZzuOu/ofQ9jvX2jQ3X54Kzz82xoc/qlYyxx7OpzwAYLWVXkFTedbx0ta9SylfiIMwzn+c0EoLvp45oiKSg/3PHTZLhZZJuydYYfXw//1tqW2qjbZtS+1rbIX2TaJPr1RB7b5TkpPZi6nSxY54Q6/D1qS+mbsox950vobLQ9dZVn1THJztRxDYYE6Ms6eYy1OnW5HyD45MNyfBy30SVMQsstBNtxgx0Mz7ZXXEjHBMtf1BoGU+LkjhgvM0RZHZZg5RspfajdIa7hqt7SXjkS116r2mfTeZS2+ky5XzFkuYKIxJiGO44mZplD8dcu2m6XUUFyuEA5TjFd7W7SvtN2Gq7FnQ5/tWNWIPc+W0ImdUsITO8McyxlfWRI1aG28f1tmGg+5SdVJup+ibVpk82VEeTnWRs9NwwiwmIGZOUcWszxhYpLO6kEp+kvgHpe/xmDm0iDtXhMlyPBk0m5kBorxFSZRKwD9NbnSOvEz2/GGIJAxaeQZllX5yuIU4yZ3prhllP6W0EhxmQnXEZ8ooedV36QABRhvdIWj3dxwrzPmtWlkwecFl5jTGmMcr+9hFhY/1g4QN/Q8AKR/+NY5ttOIc0D1UMNC+gHxJSvdU+0qbmoEmEQgqb5CNLJBm+rX0MxefsFH1aWYxs1z70MSY+mRh9Phm67ZMF2/Y5PD6kOIqSLm3fNBxr3+XdZkx8Y9xF1mePr27MOGrnlq8s5lxK0Rejd24Q6oSELo5x27q+iT4kI+nJmAcsvBP9IsIGS46xBuPI15DSiNdlzeQotT73o8W6jbikJtqqHL4PC10UyaFHPL25rLUAd3ENbH9dXdrycj7Eydj2Wh5XNt/YhCo0gUpTUdFkrY0Q+2z1SzHRkjPjm5djZDW9PoePO65afZ8DGKuPb6fIhpxWrlcrS+0DFJkU+1JkNFluR5v7pDYWGqbBzKbA98ydOiYpNrfpX5s6MX3w6Y0912PbbNPWzNCmEz5dbah3uy/k5KZM3pOQyZgWFtqJrpOt8LTfli2VshJa55iidn4lGS2ToOT00iXffMxxvBMdpy8FLuPuR4FRX+3IWtttKWWbJeea90WPy47rV91GTMIXclyNvBSfAaqQjWEpf2BoqlTeJJzDOtRSWIK0hFwJd17VQj80Wb5Pm6d9TquPMeYy/Ce1GdPWpGSlPkhOb4o+BGSkMYnpg9YW/zuW9ZuU89ZGtm+EHjpi6k+in3091Eg6QsfT1zY/72L0xuhbaPBBSU1mog1qDLvsm1BCF7xUd0jKfbYnUmh7EbOYVj/IyVbmF9SR4q/wDWpn0U3IwpdBG4HKND9Sox8QAiDtuTJu+EJqOAdvk4YvGNT97QMx61jbdkfWyrOrFNbB69Pj4EvXrX8ayWXD+qhsiQLGNMet8qsIM10fu7qs/oiQVLYrcvAshZJjJzle1GEO1acON5flHQqFE7gnfRM+mZA+yR4qx7clPV360MeYpLYpyficIu0E1xyhrrLT0t8XurY7qX62HZPYer7zou3bjJjrIUXfwoB2UhsEvi05zJLO0ID6HG3JztAEGjogtjwz07PCQjvRdGUOiY2uY2mXGjJ8XWkqQ+N+3bWnASnumX6giKrN8DJsPHkLXfqNftTI2fSuaKOnGHPSrp7R2NLtWn/YwZXtKoLjxm2gKdO98ddjZ7ksB6Pl64RQDmMAU44+QGym/R4z0vZvC4m40OY1n6w0j2tztmEyPn0+YkZru21SE5+sdr9J1TPpPqTYR7djZST7NKQmPtHOO+0eHitr0TdTGZerqYk2toeOB4XvrUFsHR/6+qDQN+ekzCdanbmGduH7wF/pxWSBkmRi2vZNTCHnWJLh+mL0eNTnZCu9YKGdaMpI0sQnfK1lN3yhuTSdzfvnMsNAzDJzhrXNbdPCDWx7FnyZOSnRS0z8cHjMaL/iMcDIsae16svX1eUy/T7mWYK0/B39+FBanq5gdtiwC1bHgCxVVy9rV6X6xni//djQCd+gHSYfI3KygP/NZaQ5T6qfKssRa59kL28rVCdUJjkjMf+3aVNqJ7UP8OzX9Pnalsp89ThC9+lYed+5lKKjxT1bRRddsXV9x8OnL0a/dr601R+6pru0IV2LfR/PiSC2w9oFyeVDJ33MRRW6uEP2+SYNn0ybkzRjklhoJ3qUaEVetk5eiq7JWtfJTLhj3FwGD2M5TT91wEuSelyGfzk8LbGLL3lI7Jjx/sbVG1lCOXkL218O6UNAU9kQZptpv5tvBLQ6bDlDMxhnIBRkyZJ2WtIV2PTewyV3frOEBn3KllJ5220euiHJluzHZR27OsrYPvC2KUIyKfp8S/FR2S5t9mFXV30+PZIsrZP+ZXD8W9yUtOt9pWiPwaTfQsf2RTtmPqSMf4xs6Pzw2ZeSMyRG30JCenWU0sHYQZH0clZYOyDSk0zotVqbySGAvMRdb1hoJ5ozyvw3gptMhSdfsTL1Q7lbXocIULbT/cDQ/UiP65eY1abTLMdhu+x3H0x0mzCLGgVMxF3DtdvWq8eaP7C4snK7Ixkwff74agBVCm/LQNMl7ZyHCYPKgR4lZSmoUG0HZW+MJMMMiWWGfCQGJyd89WLICkmH1JbUdh/6QmVSO6E2Y+3qW5821rFtamWh/W3rdJFtI+9D3x82+a6hkLx0LGPbiNWfqs9nX8iO0FjE9nduoXVAGyRtAPmkqslI/0t6YuzQbNL0tJmIMqaFhXaiy3FMtJbKGxidWr6YaKrLZXybbKkUl8zZ0ZhVOqRVJZqrfbhpuqW05KmwY9EFBhDW3+Ay7kOFj/2uH1aWIqeBQhxjrz3jZClV0pSArNFkDOKTaGiyWlxibAppLivJ+OwzrA5nq2Ls87Xp08dl+bi1le2qj49JG30pMr4+tJGhCLXZVpbW6YM9bhsLrSGFFaZ1Zjm2Xc4P33FImXsWFm1OXG0Sk7bpPuOR6XKgY/oQOyEnnvw57XdvWGgnmn+I1kzx7TLKtcPrOrim+p8manHbGf3PE7M0HWSJgeZrSktOtBZTTf82TE86ZDZbc3Albni02F3tIo902W2ZMdf64raPRv0w8051DlDHxnucYICw0oPxh4ZFc71oGhfdSLBS6HMbd8joPv4BT4hgkGR9xIfWpkS6QCnz2cfBZWL1aUQKtYvX02T71id9ZBWjT6uDCFlNnstIZalOUUodrQ99oC9nnOqLkZn2ePUto80RFtrHlgvrPKccWOniCw2Y1I5W3zfphOpqMqE+xLSZMUsstBNN2eImI+3GD1MHS8oq6Fv9onZg3TIfW13rdtNgm0qGt+HTI7Pg6ZDXVpb1uum+tTJbb4BybGeT6fbFfjdl67GO6a/8hiGw7J0ZOc4VOy2sD12vAz0A+PJ4mgNQkjLuXMYyvpLeGPY7tU1eP6RPQhd9fdrlk0nRFzquMfrsvtS03wiUSWjjiMaykVof+sIsfIFJjlesbIyMz842ZfsVAy2Bn6y8w32z1pJMStupr/tCbbbANNduzutEzy9c58kN6ZAY4lCIRn3K1o6cFB5Sx2E3U4bLzq9ti8bxNtnaWg8adST70sbKxnU3+WX5I78R32xbd1FUZRIzz2H3SdkX6/HX45xrVto+kARgmWYUo+Xqxo6y9oFhVc0uayc51T7mWVtpSHtDCNAD3HS8U0gITZ8PIXZa06c5Pn3p8+mJGZMu+kIsekif1KZmJ5XlbXD4nD7fcdaOlbavrZPVhk2exgdNGiObWscH7TyJkU3R4ztPfGWzeFCZOLo+ERjlx8t89X10v4mU4fpCE52PPdjvDvJCYaGdaOqEuWs+ux8cWlk32coIbrIWV69b5jq/PIbZDbdoLodnxnXdsI6m02id9Hpbty8F/myBklNeB2hILaVets1+1Y6zfbihY+zWdd8WxLVXVGtC2/WhXbA2DOp1obXU3g22Gq4TLJWJegL16TZ3CmP0+eBrK6Qvpp9d9ElOsK/tkIxPXyq7HNKnyWj6Yu7Xmr4YxJwLbWSluin29f0xoYZUu9qMQZ9j3IZ5tuU+57zPkJmpIvaJo43e0CuyNhclrxc7EQDpE53WZgKGmN7qHDkmen4xRIElwiS7y9bxdN9Ac1m52rn0LVtXs6yyrMtAu7KuPr6yRyj0gTu//jAHGlrh0yuVabHWBYAhBtVjSVtwtl9b4s49Zrq92rHz2mDDOMrBiKEeh3NISVfkWGjIH/fVhukkgiYLQdYwma4hBzF2cZlUfZo9bfSlJiHx6dMc5BS7aN2YBwGtD5I+TY8kE9IXg9Q6MU5cCrRrp2/E2NVm/FI+LIxxYNt+WJgy1+y30C5mI5Tx7Tb6YxKgxOjpUi+2bsa0sNBOtEHNPNOEJ5QV1mKgR9CXo3N/XJbqA9NBZSHqo7Y0+yTb59Nj7aj72by4ZLaZ2ic/llpNA5QoO83Q0liO/qZt8f4ZUl+XG+syhNk3wtRjUCdaoUveUf3VQSPOtVF+HBr5oO2j87skqzltobY1PVIdaVuyL0afT7+kQyqLsTVkT2pbmqy0HbJF2+fbHyrTkFrHd+6G6vWJebn3tx2/FPku+mLKU9uce6R2QHrFQ//2TQQxtvgmC6mNkB7admhC0GTaTsgZk8BCO9FashXOSPuWm6vLaga5bDjelvFsLjPH26r1uh81Uh7XZWTdEBDOVku2m4Cs9nGkPo6eFS1I/UEv72KlWHV5iTv+RoCmVm/aNz72hiRQibS3tElWaEKVqnD8830oxutoiVToPuogl9AJFa2tNjIpKypR+2L0aWPRFSltdpU1AVkK37HniJENOUupLHVKHd9x2x/uzW3GzyLlnI6RjWGXLaRrWyoD9vtX5vUk2ac+aaKTJj4Jocnfp0ebvKUPC30y1I7EE2AfphdalZOtzC8488wZaIk5ltJr13CXuDPjfU1mmn5k6DrIEtPssstwdHAbQmU+PfRBIAUSs63JdYXExrsMPh3Xgo0rYZ2JbFMXYaNtWm/LUo+3XYxZZ2P/hvujLLVETvAySU6S4WWaDFrKhPSD7dP6KNXndX3jEqov/R3bh9CYxMr6+u/TqdntG1/ePw5pf+h+Lu1LqeOTTZHpE7HTTciu0Fj49KWMoyabIuM7ljG6FxYxB5FvhyYxrSwkw9uLucC0ycUn08U+n2zGNLHQTjRNtsKXu6uZy+ZqHDRcwrf8WiOFdCDO2aAOqTBkO2YZvDb2yXHD7T46DK0/3SUemqJ+M1C3rSW90VC/cfAnjjHAOP55tJxdaQYohzKT7VQajlN9ax/R8aGgbLU0z8WucsTJFo0BTV0JierlfdAIHh5OGJuoxNcHn119y06izRSZmOMroQ3h1ibUc5IpxvvCAOGPn9r0pS99MWMSoy8kk8JevyBgByzmwo25YEPgLHXMBzGaTNsJJVZfJDIT3RsW2ommTDNdecPdL8Un+5Oa0DKX1ebt1mWj/RDbovr5/+7fkn2ynXV7gJsWxQ0PiR9Dv/woHrqvz3lpP6T+c7ZZXj3EqWcEGTKnmeqfEdNsUNSrdjRuQiROOvTwrxEEWj2OGFmNqIjVI9nMdaQ6Yan6YsmX2DKfbEqbsfZA+VvTI9WJOSd850kbTKONSUEaX0mmi/5UfanXScxYh+aGttdpb+jaqO/eEqM75qJL1anpkyaX0IFMkfG1HWOfT1/GLLDQTnQzJrpw/vatvGEhxxxjvK2lEW+uCDJCiNkuBD1wZCUW1srSbZe9ddeQjk3tHWJ8KUarQvdHRTVZ9UIYf3lVE1fPuP9mxDTHoDRFtTqHuDKHIwx5DhsijsV1DZX1cHDZGH2pMrxtyb4QUvS1ZY679GESbVKZlDwKseeJBK2tGKQc13ljNbv0OwaTZPBDsm3jp9tcpwsNPslKr/u6IJbR1hBzUmgyqcsQpdgVwDTZ4cxEzy/qUAkt2UrNUtM67uoXTQfZ1d9koGlbLjssfzRXbzf1SCuC1NsWTVmfc17/H2KX49OID6o+9gPfcdDTkzfZfw4bA23Xhy61JewcY8Yy0pJ2tcE6NFLA3gS5w6btCxEO2k01JCPZpdX36UshTtroS7VrWm1y+PRp9oFta7pjxjilTpvzuW1bfSH+RZqOvuxM0dPm+kipP7WHnL4baasv9UmDy/MLNXYi8LVlQSdyCPvp39oEwPeFJlsuQ+16QT1ZzRUW3IkOJVtpMrvNtZo5i6uvlOG2xR3kZmIWHpoh6YljrZt2aOx3jbiU2bEfIZY9T6z+4wBIISn22DqyzCxTFtV60KYcwAwjormNjYH23L1DjoovLlZiNaX5nkO6B7SR8dmq2RcjG6M/RV/IweV6p91mjD5tH4XPN4gZ4xR9fbXRR91YFEDkyzQdfTmcKXrasssWvrGd+LhPxTtPQF+Tma9Mk9XA9YVeRcXI+OwLyYRs8WCI6cVE7+crxyy4E82XtZOTrQC1Uyp9COg60c2l6Wh7NMSgdlKpM18QWThtu23WTLPkPLt6mmm/R7J+PWEnummfBsqL94HaZuq4Ntd+rmPd+YNCfTxLIyxN5zRWOCEc3p7YecoXqmF/EiFg57MUEmHSjrKtn3IIfW1yfanOQ4q+kIPMiR+NmOqrTSgyKbKG/R17bHz30NQ6PkyN8VTQwicQdbStFztevuPaRYZj1sdj6ghNlJpMX/BNJBpiJllJhrcl3ShCN48X1Mkxd1hoJ5o6xlqyFTdJR80ijyAxx012efR30xFP/UBRbhMNWalNX3gD3bZoLtXnH0dqn4RRspVJPLr6lu3zh29UxyEUrgGMWOkxS+0WSMJAveQd2y+xy5JTZ5QySR88MoiU4ZActRRIc71UFut0tNUn1eP30ljZvtrU9qXKWqQ4uV2P46Tq9I1ZO/GxcuHJNf165fszAy3sl17/+HR2saGvA61NLKHJB4gbkwTkmOjesNBOtO/DQonNpCyzlsI7tNxcU09R6aHOn09vfVk046e15fCkOtJHjPXlVzRkQvDGGqOvZCv+tikDX7P9EivPHijGK22MlrLzx0FXzvRwSXaWKXwP+3YOk5hpbX6LISN8MpqemCQfKcxsDPrW1xa+8ZPuUV3GRJOh5YA/kUrX1/4atHNAg89f6dJmF3QN44hBFxKzr7TfXT86nAlSnLZ63g7D12HtlaBPhm4btF/jUoKkLzSh821tn9SWxkBP9MkqIwEL7URzlpamATeO89tkM92wAWnJOVQ6LTQ9lAWvQZdpk1hkMD28fW0ZPD/DDabX6o6Z0PxhHSbaGef1angcW6Gf9EGIL3dnWEpum1ClSuutMP2VHdZ5NsyuFBbRsB+X5/u4LNfFZbk9km2h/yXiI7VNzYYUfT6bNGj9leS62BUzxtI+abyk9rlMzBiEHkB8dsXWCbURo7dvZ29azmNKO7Hna6ysdt7YfbHHpRW6KE4xzCAtW07KYMRMdJK8tJ06IcVc3FxvaEKSbImp2wGZie4NC+1ED7GEAZZQf2ymLUmnp+u2F7rEHGt6QrJWvo6Vtm1y517+sNCMtzkDzVlwkZFl/axlw5+807bs3wVGoRyuwx4Ht4Yeo12PbS07FN4acJRlneK7oW84/sBwuCRkKHStxHC8KsfQw0rHrKzkS7bCyQNJNkaGg5MuqSyWtU9qk+trQwql6EtZbSp1pas+9Pns8+nxjVubY9aGiGq7Mlgb+7pg3j5CShnr1Ou1S1sTR9el5Lp2Rnq9BzTt6nvJO8kGQL/gKaiMzyaNvaZ1pfHzTTr7uac6x0jKnnH11VfjNa95DV784hdjzZo1eNOb3oRdu3Y5MqeffjqKonB+7373ux2ZBx54AOeddx4OPvhgrFmzBh/4wAewb1/6SdBkol3Hk8dIN2Oom2VcjxH0uA40l3cZ7tKxqd6vMcyGyfC/QWwKjwOtJ48B/bnj12xPquPTg0bbEG2gDxZSHDr9u2KcpTEx9bF3U3wXDlMtOtVO2m/Pw4JRfj4ZqUzbjpGRCAuw7bb1OcSxCuiP0Rcianz2avan2JVyDKQ2Q8dMaofLaudIW9kudbR6KfVj9HTRO2m0sbHNMdRkJorUzszy4Pgubm3CAyuX5KVtX1nogtYmBa2NWLt89UL6I7EPwN4p/fZz/z6Jib7tttuwdetWvOY1r8G+ffvwx3/8xzjzzDPxgx/8AIccckgld9FFF+FP//RPq+2DDz64+ns4HOK8887D2rVr8a1vfQsPPfQQ3vWud+GAAw7An/3ZnyUZbxox0XpSlPr001lmC23lDR8DbRxZ2lYzyC+0tB3lb+u2eRy2y6rTsqH4bOQ6hikJWUxioKKNTh/ZZUcjljF3Q2Kk5QnLUmDgx0vaiX0wGDPSBcww8NxooBMOtsz+r5Etdn/bFZAM09s1bI/qs393uUem2hOyz6cvJYTRN24paBM2KbWVIuuzJaUPbY4HrdsHE5qiJya19zTQZtxiyNY21+tMMC80OJ1kKWIuBH7ipaYG7zLJpjDHXWToGMzLMXthI8mJ/vKXv+xsf/rTn8aaNWuwY8cOnHbaadX+gw8+GGvXrhV13HzzzfjBD36Ar3zlKzjqqKPw67/+6/hP/+k/4bLLLsNVV12FZcuWRdtTosCAfZAGAJTtbIZxSGy1xAxLy865ekpBv6sH5H955QwpkUozDrtgepqxw65TKcdGa+D2dcXouLi2NNts2ug+0zf72XDEbQy0sM+7EgdlnTVQwkB7s8hlQ3p8dUL6+d+xxAmvL22H9LUhp1LsawOffXybf1jos4s7zDGEUcx4+mRDejR0GdPUDwpT2ko9TxbRD4j9OFRD39eD2ogP/MJo24atm/o0FHOR+GRSJ6i2J7DkHMc8PcVM+qF62jGaygmUEYFOHMDjjz8OAFi9erWz//rrr8cRRxyBE088EZdffjmefvrpqmz79u046aSTcNRRR1X7zjrrLOzZswf33HOP2M5zzz2HPXv2OD/Axgk3WWjLJPt+dMUHd43pcF0ef+2TGaGp0zR06G1zPZzFbvZNL6MyFiHZSfykPtB+0jWw67AYYrPBaM3nsslIl+Wg+omOcig74ciwmk0u4X/ot7KavtAH1qH6MW12JSVC+mZtH4c9LqG2jLLtkzURslBk7L5hpCxFKfx8MEiv46sXcz3E/NqcJ/PwS7U5drwktG27N/CB7+KQte2EnWDpL/ai6TqBpsBe0Ib9HZLnfbH99U0okgxvT9qXCD7sk/7tx2j9YWFZlvijP/oj/MZv/AZOPPHEav873/lObNiwAevXr8ddd92Fyy67DLt27cLnP/95AMDu3bsdBxpAtb17926xrauvvhof+chHGvvdLIUDtr8gZTyO2WV6tZU0KJPtxubKGQetw0f1Sm3SpfeMs0+Kk66d/abt0ooj7tjEoK7jW50jDNsDHpIS07aWobCyycZBm6JK6Q2gYp6rDIVSmIcW42zDP1LmopATpOnTiAPutIUY1FQHxUdqdCUzfLan1InRF6O/i76Y4yARQdK9XSOgfARXzLhxpIxFbL02be3PkMYxdP3HyEx0PFMuQq1+yuRgMJq728R1pdpQKvt9MqGLW5s02rQlIeWpq82xs051xizQ2oneunUrvv/97+Mb3/iGs//iiy+u/j7ppJOwbt06bNmyBffddx9e9rKXtWrr8ssvx6WXXlpt79mzB0cffTRKDDCoGNxmHLG09JzsEKPalkIzpKx6nNHlYRxSSIZ76jedZl1fwWyhepsPBLx+LFKcX7cn9G8DNPoa13bDAbb2cIeZrQNt46FLxkrDYMxGa40GPiJsGuknXEKOi0ay+LY1JzgGfeuT9Kfo69JfKhs7xj59/L6aYpekzyerHftYPyV03vVVh9Z9oTrNHCkEZ8y4TXRsYxXHnBhtXin03bFYVtono23TNmInAl97XWRMhIxPTwsWfl96ldbYz/37Vk70JZdcgptuugm33347XvKSl3hlTz31VADAvffei5e97GVYu3Ytvv3tbzsyDz/8MACocdTLly/H8uXLG/sp2wxYh5gy0M2kKDZ0YgR9mbmR/lpPfb7ZxCpyUhSqh9ah9lnQDxUlO5v69LjpehUM98GgFJxTHbKdOkaSpmpN+6gxtm0pvnvcX7aqhjFQmOeBKqvGQNu3aqmJFLQ3oT59EnGR4vBo94DYeTgF2j0lZfKNIWo4pI8FNVKpa3/b+Aq++5jVFZNMQ3PMU29ubd9ka32J0TXJt+cpKND9w0RfX1LGog+icSJIZThn9RQVes3Hy6XJYZKD3GYc235d3paVzpg2kpxoYwz+8A//EDfeeCNuvfVWHHvsscE6O3fuBACsW7cOALB582Z89KMfxSOPPII1a9YAALZt24YVK1Zg48aNScbXDC3Ak3Fw53F0uUlLo8lLzdltvkRd7aTKHzNKdlEb6D7xYzlio9uuu/Qcb5sz5bY9VzbCMTbNcdBQFLYV/uFje1iH2dlnwJKrjMfA0Habss5DTHDZusJVFDZUv9fElEn7U9r1bXeFpi/l3pp6P9bk2/aX7/fJpY5Z6LjGOFSh8lR72jrRbc+XWflZfcN3rabqiWmnV7SdNKT6fT+Bt4HviS62D6mTeEqZxIz7ZGJvAppMHyy4gsxE94YkJ3rr1q244YYb8MUvfhEvfvGLqxjmlStX4qCDDsJ9992HG264Aeeeey4OP/xw3HXXXXjf+96H0047DSeffDIA4Mwzz8TGjRvxe7/3e7jmmmuwe/dufPjDH8bWrVtFtjkGlpmtP9Crk6uEwiXqGGbpYzfK+FKGu7lknoUbpywt40bDQ4rxZcDjueukK/YjSEP01c/d9oFhqeH0SnHisYz00CwFL7DBoGzY3geqvpUDcZ9N7V0dq3GMNLd3JMOVJ3xQmDLB+JgoTV8KU9l3PoFQApSuzlXqG9e+25TY+Zi2QrIxbxZiliz0+S4x4ybtD0GL1fbBd47OiwNt0P0m3eahJXTMUo5r74gZFC4zTQNTDppvAo05gbWJzpe0xTLaPnCZNnVSZCaZVCajC5Kc6Ouuuw4AcPrppzv7/+Zv/ga///u/j2XLluErX/kK/ut//a946qmncPTRR+Mtb3kLPvzhD1eyS0tLuOmmm/Ce97wHmzdvxiGHHIILLrjAWVc6FqN7lxsG0Iwf1llmmTmmZS6bzB1vE6W3ri/JgLRly+j//vTh9uNGsDp+u4LXomG6mHyBkfNaRKhyKgntyM2TMRQe2EdsNQAneYplkklDTmpvkL8DrLNh/8eAtxOjL5YIibEjpFsjdELbMRDHOMG+rnVi+uT7n9aJHUdNT6xeX/2QrhC0tmLb8e1rI9M3+FwyaRuk49v3/JEMTbnPuNiTadoD6pOJmRxixyLmYk6RTakfo8OnK+XmEYF9mN6Lh1m/4JgwksM5fDj66KNx2223BfVs2LAB//AP/5DStIgSS+BL1LkrdmgJVNBgb3kyEzk2OsRWcz1UnxaHDcgJWdwQDsqyc7tqPXwda50lHvpihKkdZsT8Nu2z4RxBDVga6FdRaQoYoyVJkdseFboM9Ghpu2Z4TFkKrHpZjH4+xJAGUh3tEmmjr23bBuE8AH3BwN9vakPqQ0ls0pWu+mL74NPXRmYa4xaDLufHtMMybQx0t6ixePQ9D0wUoYOfyt7OEikncpuTPgVSIpbQU1RfY60lnsnx0POC1qtzzAPcmOV6yTk3pbeVpesQ106qqw/g8ceGyBpWtxlbDfa3/CEgZ7PtPgopIQuPdXb1yW3bpeGaHS2cbS3UQ3tuUpeNIygKAxq7rEipeukydtRWOp9ZVpqm967Ye0eWO9iEpU5l6EKIZQy5rPS/RnakOlaTRFv9qQyfVDdEBsWSbT6SqO/zxKcvhXCKqR9TN4UY5PumfR+fdpupYzNx+3wndOoF1eUEmgRi4l9iBliaOFMu5hBiLp62F5j2v/1bsr9Ff6b5rJSZ6PlFiQEKEv/sMsZyUg9at+k4xqYIl9Zsdp3VktAlXFZelYMzyUtMX1zab3fbLgnnj1suTaGmzNYwWhnDj8FSiaIwo/YjL1gpvtlmIBTtMEA5JGNjmglYYApAYrQn9QF0bB1OoBjobGtIdhHh629s/Umk/W6jJ6Wt0GoQbVdqiQUft0m2NQnMix0WczE2WtC7dqDbnASThB3EPi40/vqATxJ99jvm4KfI2L5p/dQ+zJinY/nCwkI70XRJOxpa0WShm3HK9QeFLpssOdqSHjT20dhswGWh+d/UBpmtdvXbv2s5bU3peuc4Xhg1m6tG47B1mNuiKMyYfR6rLYukZZhHlcifTsxz0z7nWdwAdIUNI60Bbfc5+4u4G2Cbm6R2X5sFg9cnYpnZPvrI25qHsYtZDcx37CVZKqNBIqBCaDNebT9enNSxaUZpzRZtjkMvjcYaYcv4gZzZl44MbZ46NAa2a1iDj6VuM1nHfFXN9cZ8Wd3zzWQfui8NGYuZP2BOFgvtRI+Y6Hq5OZ6pELCXmbvSg3VW7d/1Keh+jNhMZiI7uTRBCXeadWeXfxQoZxiU6nDnvsSg4fxyBtqbuS9BxosCKJaIE52azKRhEBxWufTZZ2Ok7WapONES4x4zD6XOVdp9Yn8IZYsfarWIAABRz0lEQVTpQ1/sXF/scl/g9kj91PqeIquhje/R1l9pg0ncMKcZAx2LiTsGXS4wjW2dhydQoN1JqTmRXQ8E19vldV8bNj2mjibT1ySb0QX7hRNNY6DdcrtKBw+7cJeQo060lLCkuSKH9KGh/vEhtZeXuW1zp9kN/aD6mw8Ao7CMSpZ9lGedTylcopKxekPLwHEUQDEoAXg+BGyBavxtOAdjkEvBUa4eBOx+qS/anDSp8I6MEWKJk65jzIkd6Z4ltSURUam2pNzrphkmIsHn7KfWmSQ0n1BC3w733F3v2kkpLVcnPfFpmGZHY9rx2R6awKULvyu0p+c2zm+ondAk2QMDn5no3rDQTjRnoJtxxlJSFDdjoRgK0Yhvprrr5fOkJfS0ZfUMQMr1tq0ctbfZXyJruKM8bk9gbatEJOTaky5DZ9m4IOqgFGMgjGUTPgnNHvqAYAWNsBqH40AbQFyFw8CVqWQDhucH/+6YxhhLjrBUJm37ZFPbDu2L6WesDW3HrY/+TRqpPkifTvTU+xvDQGsnWMyJp7Uxj5Obz/aYiyr14KWOvfa3prOvC3kWF2GGhmk9i0wEQwwwJB/g0fjoIVn6zpa5sjYsYgS6VN6Q/UosYTj+lVWbg0abNDEKb7sU2y4abY/aqtseyaPqD9VXhZ1UoQzF+EO7QRXKUZYFhsMBhsNBY7m3EVu91Phh7ECXw0HwZ1e5kPRIP98HjAZj2xt16geDqm3eX9+SdaYAhktohHdIKwVZ1mve7iezxLyPybTs66sN37Jp9hsh+9P8iCH7xdqVWoe3Na/ngIU0Nl1+c+OraCe5ZKjvgtAGaF46Su2TyuwFwvsbSsFnZeyYUD19TCCSXSGZmLGft+Mzedx+++14wxvegPXr16MoCnzhC19wyq+66iqccMIJOOSQQ3DYYYfhjDPOwB133OHIPProozj//POxYsUKrFq1ChdeeCGefPJJR+auu+7C61//ehx44IE4+uijcc0117Syd6GdaMva1h/r1WwwDe+gS9Jx2eYydvKHgq4MGnp47HIplDXbbrbb1ItGO3WSEfZB4Nj5tX/XSUiKKiTCGP5DXVYWJBwCdZn6w1iO1We6TKXLr89+9OfIkvCMhjxQ7ZcTqLjMdSO1d4ioCc3J8wKJkNHK9kdMk5hpQyxJ+2JINl9d6Rcjm6o/JD9v8I1Pm99UEcOE0r81Q/k+SW7mnfUgNPFq/Y2px0/qkN6QPZK8ts33xYx7XzIMe6f8S8BTTz2FU045Bddee61Y/mu/9mv4q7/6K9x99934xje+gV/91V/FmWeeiX/+53+uZM4//3zcc8892LZtG2666SbcfvvtuPjii6vyPXv24Mwzz8SGDRuwY8cOfPzjH8dVV12FT33qU2nGAihMKIPKHGLPnj1YuXIlzn38r7G04lByqteMbjP2uBmfTEMrpGXntPhm4+gdiHp5ohc3DnuJnPKFk6BFbhuuvnIwDm8Y1S+HyoeFJD5Zkqn6UmpMblw4hw9FMUoRjoL2OE6bMQXMsBk3bgWH5QDVyiJl4bLcw7qsWuLOFITgKPQ19C0pwVdJokQCX42oFOpLyT2kNrkMbTMkS+todlH00WaqXVavNiapMvRYte1D37KajBa+Kt1vuyZvaStr4WPIM6YAbS6NSbjhYysl5jaEGPazfhvaDqknHL/wqZ5Qdiku40ugwi8eylhzW6hMqZRJMoDLnmt1YmSGAJ4G8P/i8ccfx4oVKwSZEazvhNWPAwNdrleUe4BHVwZtk1AUBW688Ua86U1vUmVsn77yla9gy5Yt+OEPf4iNGzfiO9/5Dl796lcDAL785S/j3HPPxU9/+lOsX78e1113HT70oQ9h9+7dWLZsGQDggx/8IL7whS/gRz/6UZKNC81EA4DMCNdl0q9e05kzz3qd2nGW2WdeTnU1mGQA9eocbn35N3IkbWywGdevl7Eb95cytZx1tn0Q2N+GPoelDv0khpgw+WMZurxcDBtdyRJdYO06S/PZca32822QOZBN/G2ImHl59PSRH82Q8dmjL5u6jn8MEdVFH90fI6O1bdgvxoaUvrSpk9EzQieGdBJJPypDn2R9dWL0hezu8otpQ4q7o+WhfV0nd99kYe3ztREjI9WZxAU/Bg8bm+Rv/NywZ88e5/fcc8+l2Szg+eefx6c+9SmsXLkSp5xyCgBg+/btWLVqVeVAA8AZZ5yBwWBQhX1s374dp512WuVAA8BZZ52FXbt24V/+5V+SbFjoDwstaFyyy97SFTNc2bqufzUNPV23rMdlmeEw3P4l85oJWaSPDsuSMNIksciorF6JomRMdNVGKTPSXF8XDAYlioEdhcIfr5wAyXbLVtc7ivpjQruknRnZoSvG/ulAFBiRRfMSUmftmYfxtvc1+ncXm2Lq0zbpPh9jPOnVOVLZ6owpQlvqhbOuIRmOvg76NF5b+PoScwJbmb4mHGn8Yz4EnMRrocV6dXT00Uc721deeSWuuuqqVrpuuukmvP3tb8fTTz+NdevWYdu2bTjiiCMAALt378aaNWsc+Re96EVYvXo1du/eXckce+yxjsxRRx1VlR122GHRtiy0Ez1a4o4zvABnckOZBevLq7m6Rv2/zHC7ekmmQMIi13ZJzHNdxp3qiok1pF3ikNq4Y1pWBec0YobHm6au2wCbZ/hKHioKuElWTDHRa5va5TLQcPpdx0AX7r1Ge3DXvsNpy9INOtSNhT2MZvz3tNos4D/G1hZJZhbsOD+OPrJqHpjZGBskgixWNmOOobHL/AQOyfD9iwRrc+zXryl6Kfq+UaUwyF3qdMQ+TG8eHpv94IMPOuEcy5cvb63yt37rt7Bz50784he/wH/7b/8Nv/u7v4s77rij4TxPAwvuRBcoIMU7F6ArYGjrRI+23SXkmglPmmEXWoy15FTr60SjYVcpnNWmJOEh1Soc4zrlwHGiSyd+GGId23hjX6NhuAyvD4VpJFnplLQlAHEda8pAA2MGmoRxVHNloTOC0nzalqG0juak2T57iCzZYp3oabTpm9dp/+fl/h17v4y9d08SbZntLvoy5gTagR0mylgs4sGf1CTGx63vsYmxmX/IElNn8V8ZrVixIjkmWsMhhxyC4447Dscddxxe97rX4eUvfzn++q//GpdffjnWrl2LRx55xJHft28fHn30UaxduxYAsHbtWjz88MOOjN22MrFYaCeaw40hLpxLY3Qvb6657DLPFm6sc5OtltZu5quBSKuDjCCtJU0dZSm1NU0swleocBziBvNMPrwjMqMyAEZ2lJOmFVN4l67jmutQj8gaNP6ZG0djqJ1tSRNz7Ok81gZtGEvr5M7aScuYLNrem33nU2ae9zNojHEKA62Fc4ROlD4moT4z23B7QidvTL/bgH+Z3UWf7VMqUz6JGGuGGTDRk0RZllWM9ebNm/HYY49hx44d2LRpEwDglltuQVmWOPXUUyuZD33oQ9i7dy8OOOAAAMC2bdtw/PHHJ4VyAAvvRPOYYZsEpRlPzBOo1B8BWgeZl8npuqXQEanNZqpxWoc45cZ1qkdOsOuQGgPHSa0y+FndhoRxQGaZZXa46CUGGkC8noIGxsQqD9jpMNCF+mDQ1It+5sgUzCNDu4iwYziP6OKfhOouEpueocD3lBR6HUZlfM5UyCHty4nu8yKMnRS1fnftk+TI96kvBrEx1vvvxf3kk0/i3nvvrbbvv/9+7Ny5E6tXr8bhhx+Oj370o/jt3/5trFu3Dr/4xS9w7bXX4mc/+xn+3b/7dwCAV7ziFTj77LNx0UUX4ZOf/CT27t2LSy65BG9/+9uxfv16AMA73/lOfOQjH8GFF16Iyy67DN///vfxiU98Av/lv/yXZHsX2om2ab+bDrMtby4F4Dq9dQyzL6xDTr1tZXnSFpfZrpfd43HYhOk2dPm6JqvbWK7OWZJOX+LOiZ+mrLU2T6Wm+47FwNRL3IkfPIbAGWRqp/QRIUHMG1BEyCziG9FpwH4s2PaBgn9oGKsvldGfp48aLVJseWG88X2BQnMK6dJqXEZbsUJbP3ESTlffJ1zMxZDiPEtL03UBv5m0+Vgw1Z4JTVh7MbdM9J133onf+q3fqrYvvfRSAMAFF1yAT37yk/jRj36Ez3zmM/jFL36Bww8/HK95zWvw9a9/Ha985SurOtdffz0uueQSbNmyBYPBAG95y1vwF3/xF1X5ypUrcfPNN2Pr1q3YtGkTjjjiCFxxxRXOWtKxWGgnmodd2H1SuYW75Fwt7/7dZJtB5E3j76YsWLnh+0h4ght+oTjETN5J8S2xzAbiPj3UgZRXaHuVSZMc3exw9YrhGiykgzZrxuXOdqgNZd8knK9pM6qUCY+VD8m2PZxavRh9bU5T2vd5YLJTzseQXH6zMeeIOYB8WwrLMMLfvjqabB+Y9gnnY97bTNqp9mvHIlZfm4cZ6RzYv3H66afDl77k85//fFDH6tWrccMNN3hlTj75ZHz9619Pto9jwZ3oEfgSd/yUk5KijEAZ56KSlZako2UG1tGWWGaa3nu0Xdvi2leaQb1ahimcuGdtOTfKJNO1oAG4HxbSWGga3mAdZSmGmTumyYyxrWqAAZksouOlI+Ec4AQGmpI4dG6aFYNXYDYx0rRNe7rbMeEscKp9XB/dD6SPtaaPog0bHqN3UZAZ6AWGxBxzBjU1gw+/EHwnuBQ+YCemaVGVMei6nBsft75Z6jb2+TJGSdDY7yFGQc6JTc8pE71oWGgnunZmSTIRJ5TCUk+cKYa6jzLJTZbZXYLOeOTd5etGzKlbDieW2bCP82hK7XpfM0TDWeKOfjBIZCrHmQ8ePKw0lUlFYdz2Yi6iIkJIYrA1BroqQxxpMKsLnTOqlCG1ZT7n0SjbPj18GLV2NVmtTU1fbL0UfTH1QqBTAR2jVLa+L8QSbFL5Qt6ofCf2/oLQBKuxjJxxlhhoHzOawl5q5aF6kz5OIeZXkpO2Y+W6XERt2OIYe2LHIGNWWGgnesTy2jTbzaXkpFTe1pGtk5mMyodKCm9tlQ6/rBRjPWKES8IKD0lqah73XLVJmWdTjOrYNsuBGD8tLk1HWG6nAS/b3HKSLN0HlygslWFHWupDQwaTXcFokrCMasxydXxpuyUia/XYseCybeFrMwXcPou2+vqAb/ymAa3fvvN3sXItZDiIyf3OZWKYSy0tdsqFH3sRdk373dWG0EWT0udEJjeIrpPtvGTIyghhoZ1oI1BJbgxyc199aY3Ka8fXdYIBOLJSHLSU4MVtb1xm2JJ3jB12Yp758naWwa7ka1YbQh2XpBAoRUeWObu9XbOBibVRzJhrb0WJjeZ/Kww0J3A0lprr7AMp7GaIFZ7XuVWyr4vNbfXN+zh1xdyzz10NS6k/b6x1m1cHEtvM92tsNN/WTo7UYxLDQk/qTYLGtqfqkPSltK+Nd5v2tbIu6DhGczt/LBYW2okuUTgBFjzJClCzwjUz7YKu1lHvg8oy0+0QE1070S4DbWOZR2UuA13FRrtGjmVIndLV12SZCyEWuZBXtqg7MfkLy7J8DbtiPEzFgY5l8AziWWou2xWcZW5bf16Zdc2+tiy4T1+IpOqLeZ9X9H1uZkwR2sTkS+Utrcrh08v1TeIioK9tKMQJvoXePm1OfbUVOh6psBcsPYZ99G9ebwYvLCy0Ew3QxCpNljKUSIWDM8gS6+zbHj2v1h8i2sQnJVvXefTRYN0GgEYCFSfBiEFjnehaBrUDTcMoqvmUOdiWqVVvwkS2rxu148ubuLZjwR8INHY5Zr6JlVkUFHDTgNvTg380aBJlYz42tPpKYR8/Pqn66Gni64OvzUliUm363pzMBPNgiGTDtNnpmHGQDlyI8YwJS+AyUp2uJ40vPE/S2/UDwFi50HhOAtoxC7XpY2tC9efuws8gWHAn2mWfKahD6+6XUnu7+rhsTLyzbZR/PFiaUWpuN113kzk2Bg4DbejqHAZqApUq0YiBsuKGwEhXDovnZtMn20XnYN8Se32g7Rr8fcnME+y4W1KF5kagTrJpKeub1zUZiUluqy/UB1+bk8ak2pz5+bcIN3KfjW0c7D76rE0ebRKpcJ28fpsJ0IcUdnlaF5r2+nEaF0hq8oEQ+mJ4MmaBhXaibbIVHvvMnV43ZKMp28w4WGczdBOpyGEcJa1naOyzyzpXYRxmzFqT0IqSf1ho9zvpvjFarq4yaAA0Qj8K5qhalhr9zK1SHcu8aWiThCNmVby2c0/M/WnSoOwrD13gTOaSR1bSM01nP7ZNiW2WQja4Pi2so682+1piMKdzT0Sbwepj2TV7gU0DvknGOmL2Ik99gveFfNA6fTCY0kU0q1j0rhN3m48OY9HHjaXNw1PGLLHgTjQwENJz2zCO2vm1YR+yrLt+sw3NGIzLikYdvnwdXYd59BEhCdEoWf2xA21TWVdt8vWcib6atSbMMwB1tQppdQwDWTb1Omwz/0xyvmojMw9vxqRQQsu0cka1EOpxWUO2pbaMZ7srYu6nml0hWd5fn0ybNvvyBWLY9IXEpDozy4GaRru+CUpybmNsonViWOs+n+r4MjqzQup5I8nyMenzfOh6XsfU3+8mmYXGgjvRoyXu6mmlDusYTR+WOaYJT1wGmt+NpVAPykZrstZ5tg60TcU9dNjlsXM9DtWwzjT/SNBdbWPEKo9kinpfyRhpnmmQz59W1vemLebhVirv8gZPIpe66Iv5WJCXx4zJvM9Z9GM6H5trZW0ZTzri0+OTpXZQGQkauxyTkEWS0fRJbfr8ihALPk3Wf1HOOxFtJ5IQfBkiYl9fTRK+fvNQAzohSxOSUWT4JMb1+j4ojP1gz46lNtb8hJ+GU93mgoi5ifg+yOwK6Vi16cPCTgQvCCy0E91IXuJhjum+mmEunMuHy9pyQ/529aJ2jOF+FFix0MaVA1xHuapn0NBD9zkhGtXf4/8pW+12qJZxB879n+7XykIIyWvzsc/hbQNtvpHIH609/ve8zF8+RjlUxvVQGentLC2Ttn1tFkKZT4b/r+nX+qLpk2S08ZLaDLHWfTP6FDM/77o2PsmBkTCr8AKK1MmH75P+5nWlv6UyTWfKcdEuBH5xTQMh29veSHzHINWGVP0xfYppc+aTxQsaC+1EW8gfAI6YasNkaEzzSKZmq11ZKz9g+poMdEnWW64Z6KXaCS7dbITDIU3pXThJVyxKHu9M9NVCLLxDW2dfensVCtfr+5q0zB3HNGJIQ/3lsvOSRrnvBCohfXScUpOPaDIxeiT2WrIvJCPpQ4RMvv90wLysIyidnNqk0xUpk4S1i4+RlmyFyqYkW4mZ/GOPE++fbxwN3EQlA/T7RiBmrCf1QSHVa+3o61yn/eqqs0T6TWvv+DcNTKud2WChnejR85ecSKX5d3NpOlT7B4Ks+xEiHB1A9XGgEWKix0yxlQOrY2mzKoGKN2mKZZvH9ZwH2cLdJ8qw/+uBa+4PIVZWIidSH5a7EhwxD/xtxqANJHbTwGWA6XYK0UPra/q7HLdQm7wPXE6yQ2Kz+T6u3yejtSnZLOmLOQ7Thta/iaHtRNCnU5GK0Ak7KYYuhhnUbNAmZCrLt7W/tTKtbcm+mFeEKZMSb7PLRJ5y/GKPSZ/ng3YMpO2QXbF1QsczY9pYaCdaTvvNV+dQGOSKbV4KytrwDzftdzFOu+3GNDus8njFjaoOi38uSSyznq574F6nogyYjDhYzWst5iGf1o992NfIiNi2+iCQ5mXVoBCD3DXdNI8RlvT1TRbGpP+OYcolGWtzqA9t24zR1+Y49I25TRgzqUFpm40n5KRN+7WSPYm0vsRMxFwmloHmejQb+EUTYo6ljxe0OtyGtqnBU25O86BPYq3t3230tZWJxT70n+rc19b+i4V2ot34ZgAOK83ZY7pdr9hBdWmyNGU37AeEZdHIPGiZZTPepvHQzUQqqB3osnD0N0kKKk+ZaQq230dCaNd1qCwWowFOA5+TJ+m8tBkbDv7gIpEvbZ2fAm6iklBCEQla4hReX9qGpyzUtibDxyRVhrPHvF5fbWp98tmljZ8ma49rjH1TQZuTPlbvJDsj6aevFaaFWAZRcp5jJm0L+mEal9PCNqQ2Q3YB/jhoO8HHhG1IxyemTsx5o43FvICPWd/Xzjz3/YWDBXeim8vWxSZHKVldKWmLK1ujHK+uoa6qMWaVq6nRIzv6AJGt4CGk/QZJ+y06qRIJITmioQ/I+7gm21zb/JX6pO+9ofFLqc+3uybaoOEEhumjDrHPkaUy9vSK0ccZUEnW1y/Nvpg+xMoALrnRV5saONtvj400Jr42ux7XmaINAz1JKl87aG2Zzy6I6ac2Iccm7rBlRpGVTpxYu6Rx9LkG9mk85oGFth/7ijFl4pzbC4ZgUtdOl+srx0T3hYV2omvQZetocpT6IufrQjf3+5O2UDbZTYBi136uE6jYJCsWZTkg2QgLFsaBSr+zyobjWJP/KwdTYaRD5EY9ODom/QpbIjDsvOxDW5JJG4OUOtMYE9/DQ4gVjkn2wZdoCzGq1qnT7PPp6yoDNO+/Un/pj8vEtqm1sd8j1MnYj9K0E28Wgyg5VfSk6oLUfvrY4dBJxk/uVHR1LvmFITHT/IINITRB9YXU8Z02+LGZl9jDjDbYL5xouu6zu5yde3H72GaX0SZx0OSjwbJauo59SEgTqoy3S5LwhK/OYaQkKQYuA20EmVEnKr3qdeVjSbV9vHxS16vmBMe02SVOOnXu5mM06TGJYSEHRIYzoDEPF1zGp886kz77fPqojMa+hmS47ZJ9lKDjelLa9PXhBYuUi2ZWweMc0oXalxOt6dfkQkyFpsdEyEjysW3HIIZBTmGkJb2TQlunNOWiT2VleN1S+DtGPmPesNBO9BADFORDwHrqGYxPO/YhoJB0Zagw0I1EKqZAWZJl66qMg6O6VYhHtXzdKEbalMQGkvZ7VIl8NFgx3uOl7XzzqGH7fTLwyGiyfH5oe/2SCBRHX8oHhvTeN6l5ZBZOUypz7JMBwklWqEMcm0CFy/I27T5JhretMb99yPA+0P0hfdKYxLQt6dlvENOpmA/Y2iJl0ol1kPehe5hHyIEOxcqFJlmjbEvJVrQ2Y78q1+CbtKUyq7/PB5UY9JmEJHb8+VM7UB9XKtsFVtekJ5X8YWFfWGgn2oZlNBOqjMqaqbypDN3HU4SzRCr0w8DKicZ4fWjUMqX7AeHIkXZl6ModICEervEF+Ztsux3Ut2NlYsoQKPPBsoN96usbdG6cJmKZY86W8nr0FOLjzcu0tmk7Pn2++lKbvjoh230yNMyEyoX6qe2LlQ2NG297bp3rkGHaBRE7ofSBPnUb9v+k4Bu3mAnYsO3YslIpo/pTHkro/9xGbf9AKZ8EUiftGDltjLVtX1noZhoqjzlWczu5vOCw0E50iQEKErdMwzWoA02TrBhS102kMoAb6lE7xMNyabzyBqqPBPnSdpaBto52OY6NBlCHgFSN1zHRVQpvC/qAyx9+fTKATA5JD7YhfRDK2qANS0ffGhr4H+zbhndwu6SxmcUc5WNUgTh2OCZdd1/2aW2CyEhL0cXY10bGgu4LyfKPBqV+xoDWsdt9j//EwdlSX1lKRya5Tp9Bk+myrOikHbrQBAU0mUpeP5aB5tv8ePiWuksBfb3Ex49e+D62epqMdAhdxqKPtiXWuit851Qs9mF6H/xlJnpuYVlk+zdPvILGPisLNJlp4ngTBroky9FVjnTFOI/asM51nWSFrr4x1lfNb0W97SRLKdxrolGP/V93JE0GEbJcpgs0Hdr9TbJTYwnb2qeRAaGx8tWNgWSz7Rt19qR9htUxbL/E5hphv1RHs0/T72NouQzf5rb7GHSpv1qbqbIx9bkubdykdmLY/tjjMDVoF4X9P8Yon45pQbO1rVOt2R+zP2ZCiZHlE720LZWFbJacYX7h83JpUubtT4ORlpB6rCaNvm4ePr3Sdsa0sNBOdIliTC65S9tZB9pu87hnOUV4M5FKyT4ILMulEQNNEp7wjwhtbDSAZgIVJ5V3QWKix85yKJytLxkEZG3ZJJkzjbCQ7JFkfba3gW/c+DcgbcaELx0HuOzoJBKVcJmUNOJtZTX7OEst6ZH6YLfbJltJGWPeTypr4JJ0XUglvrRd13TuE0esMX1flF0gHZw2LGnqgbBjoNXpemBjGOiUtrXJ1bYhuQjWBq3MKHonjb6Y3mkh5lyIlclpv2eFhXaiAUBP++3GPFvZUpI1jKlmHwBa1rlioKt6cD4i5ElVGitsVHMdYaOtA03L3A7W/xu2rzkYcTKSbp8un74UcPYvRqclRXyyXUmPEAEk7Z8GJMaS2yDt4/v539JSdpKspEciqbg9Pn0+mVDbmn10NY+QPt4HrkMaR984hcbEd3x8hB/Y/pC+KPgqSWUxHzn1PUlobWi6pVcjbfR0QYze0BjyceSTedtxDtXjuvlJbj8alMbYePZbR7xvR3pSx7ArtGMYqpMqP6/9f+FioZ1ourSdm6abxkDrDDSVHZaErS6byVFKGws9Pn/tShy1TL06hxPvrKbytjIgD5FFPfe4HY1bk79tshVNNlXGB8u4UX2hh2d7SHyyXG8btB2TSUNjLA2TAXRG1QgyPr08RtjHCmtLx/na9slgvC/UX8l2IE6f9Qc4wSP1xTduvL8xY9sGfesTITF49gIINTQN5tnHMA4QPwHETDptEMOA+iYUbhd/eGl7wGPt0tJ027KUMaZt06fWvjBXr2gIfB8oxSDm3Ozz/M2rc/SFhXei61jm5trPzSXuBuQ0Hy9bB8sWjxxYnp67+pCQMMcVI03Xh24sX0f+5oy06LRxRlqSQViG69dIDOkbId9Dbtd5K9YppQ4Qr6PNx12dXR8J5GujDTGgLVvnY0L5tiRrx4aPl8Q684/fTKIsX+qNlnF9IXt4X3wyVp9vDEL6LLjNtJ8W2lhIOmIgjcnCoi0j1uai8clKjsUknDfbljYxS9A+xPTpkcqk/VymT8fbnqi0fYmRpheZhHl0dlPOPT6Gvo9AAV1v7I3bV6etTMaksdBO9Gh1jua6zpSJtnA/OMQocQoGMIbEMIMx0FXilJqBhsEoVtoMGlkJ9RU32HYJNMI27H5HRuw00YvmDZnvi5EJtdkXYpwH/tqc2iORIZOYQ3wOM9+X6hDR1/iG7YsZf012gGZdyrpyGa6njSx3qo1HhtvpSyMuyQCun6CxwiF9XJYeQ+4jcGa77TGT2lz4+17byUJyertAG8xJ3dpi+x2aHFI/UuF1qH7u0LWZmKgN9KSndvEVO6xj3fVV4DSRMjZcNnRj9emR3jT40JeMhrw6R19YeCeaLrcjpeseTQlsiTsDlGYwdqLHuuiydWzfaLtmoN203ZaRtgw0WcqOp/Lmc50vjCBGBj3I+G7ok3aqgeZqSdr3QBITCDRJky6YRn990F7X8zAYfu/i+/ix54ypLyELZ5m5rMZIa33QGN+QTCicg8pwh1ZrU7KP7pNkJWbbN8a+48ChfbA4tXNQM3BIyrU6PiN95dPqnH0Ck+CbNEIHLcZ+X/85Y5yqh0/aPrY0xh5tLIaeMm6PT5ae3PMIeq53efhoi5jrKUYmY1ZYaCe6/mjQdaLd5eusY01DN8aONVmGjodoGGC8xN3ANjZmoN0VO5ofDxZsTiMOtkHToW52yq0vzbd9yUCxwWdf3zCQ3xBKMpOcQ2Yxf3IU5H8j7JdkqTwfS1pOGVpel+rgbCmXlfRQe336ygQZsP3SPlq3iNCn2Uz3c1mJ2fbJ+o6DVCdk18TR95P1rJwRzQ4JS56yrrb7JnYgzRmKmbRpe762tT75HiZi9vn2A/VTZexFMW1IN8ppI+Z8i33wikWOie4LC+5Ej8I53HTdtdNaL3HH0n1XazwTBnpI2Gtjl7gbOHHP5ZDosQ63k8K7Zq3rDwqL5oOk780bl5HuSZIM4F/azifDZX3o+kDMCQtLZPhkJDbSHhapPpfRkNJfPs/65r2Yt9X8Az4KjYX1lVF9PrZUk0lhpK2ekuilx0NjkiU9PCRCk9HYZt4/nz7JPrsvJtlKbJscXMZ37GkdBPROFTFsWInZO88x6MtGaSIIOefSRMLrSJN/yIkKrc+pwWDk5MQsSWdlpUQsk8YinVt0svF9MOqrH3pQnZuJ4QWPBXeiC3LvlhnoZgIVuGwzSdVt5aoU3iVctproGVUmTrOTxpuUi39Dfvjl+1Jk+N9gcj4dmj4JfTwQa+37GGlOZHAd0pweslPri+84pOj2gZIzkqMcqkudVkmfpF9igLX2JFltnDW9mu1cVmOFuYzE3AKujlT7fP0MsdWx/eX6tDYlm7meiSJ04465EBbhxt6Xjb7JUBoXbfxCstLE7JvUaZ3YicrK8hOP7jPCvhS0rWfrzuu5FXPjjpH1yYTaSB2bvE50X1hoJ3qIcVzz+MNCm/a7LqcMtGWdB2K67pEQSbIyJCnChzz0Y2nkMKuJVAAMi+Z5zR+mYzK1chnpATRVBkQ21Gbf0NoEXNZQY6el1+tAk0hp++2Szz5tbNuCsrUSyaKNBeCyotRJjknc4UukwhnsPpOsaG1Kbxa0sfGlEY+R9Y0JZbslPb6xltoMHV+fnlSZXqC9dvFdEHxdzZS2JtmZSbGlKa+mfWNjT8AuY61NRqWnTIOV15a46/LhCb8g9ie0PY99xzpVpoyQy5gUFtqJBugSd8V4e7zfAHQ1jpptrp1hwKb1LmqZcYiGGYdh1OEfhEnmy9dV/xPHeaxffCiV/tcIBTAZn1ysTOhvX52+wdllqa1CKfPVbUuU+MYfnvJYGQkSsyyV8Xa0eny/rz7fpvIaK8t1c0abk1eajNaGVJeX+/RJ+yRZzWatTU2/pluCxihzdtwnI7HkvSFWacyk5dM5yUklpF+bHNr0g5eHJlVp0pe2fftoma/cZ4eFNony/RzaxNJ2bCcBbYz61tlFv3YOaNdX7HmSMS0stBNN14l2l7gb7S9LFudMk6MYGwu9RJavKzAc1rRYOf6I0JtAhYdx+EKiYmTsgyXYPh5aJT388rjrkExIn9R234hhkK0M/+jMl7wllYgK9XOS8eKUaZTq0376YqHp/U9LZmL7qclILHOI4eYpvX36fDLUdt62LYvRR/sJRdbCl0DFOqs+Vp3q4X3h6EvG2jfTvBMpjc8iftPHDkrMateJztaPnSS4YxQb0yzdDPhJKU3wvhOOT8D0ApAgydi2u7LWfSH2eLTBJG6IMTf5Pm/G+cPCvrDwTjTA1ok2gF15o5paqhjnelIoS7rKhk2UMvobBtUqHM7ydc5ydQXZLtgDauHOk9qDoiQTqsPnTOmBOEZGetBNeaBt+/DLmVXpocEnQ1k47lTHsNqp8OnpmwAo0PygUpPhbXOG1CiyfJ+0DU+ZJgs0nVhJRrMBgiyXidVH94dk+RjH6rGyIGWxYxzSG4uJsdFdoU068wLpwLfVE+qbNBa+bbrPNzHzfdw5j+2fHQtpAjFwv3CVXou9ENBmopc+Ik09NiH0fQPKaIOFdqLL8d2pXpUDGIVouDHMNqbZSaQyHIxCOQDAAOWwniCqLIVsdQ5nDWi7XRvjznkhdpnXAZORyAOuR9IbKxNiyEPoyrpSW7iekIwlQKRVEqh9fcDXz77uxRYxDwJWRmOkbb3UZCYaO+xLjqIlRYFHn9QH/uAg2cX7SckNnyw/1+lDGPdVQm1KfQApo/CNsc++/QJ9Xxh9o88n7K5xrTEMtCRDx9j+bYSyEKizzE9o7ljHLHm0PyL1ZsePBz+efb2Z6fJdQU620hcW3IkevTqiIRt1mu6xkHETqDRio8cpvU1JUoRbB7q6BgjbjILFRINcD0XTgdUIBcnRbuhDU5+kt6uMBt/12WUOCL1p1e4B1BkpIuukvllMGZNJkwChsfCx1lJSFCobwzLTBxVJH9XDbQjpl/bxfnH9EGzw6ZP6yY+vtjxfLMtM9VD9be5tPr0z8Um12C/fU2UbB7VtPQmTdPT4gfDZG+qTdEAl50truw2obukknwbbHJvEZdHQ5Rzmx1zSM4uQqIwYLLQTXX1QSD8MHMc6G7qPsMkjJ7tmrWlq70qGhX40sw7SEA+7jXrb5wRLTjZmJMPt89XvC6F5hjtvFHRdX3ov0PS2vRdMe0w0cNZUKrPgY0KZT04oWQwEmS5pvyX7uD77i2HKpX5K+jS7JIebyhqim7aRwjLzOm3PEY2tninx53P0JIQ6H3o67cNJiBmwkEzsU3QIMQ8cfJ9v0u4y+XAHvUBzYjCY7OoZ9ILc39D2/JWOeej1ch/IMdF9YaGdaAsDwJiBmziFONHl0GWZtSXuRsvXESbDMs7DJdeJHtIQDzTfvGlzo/SwqV0f/IE0JpGKjzii+0Nt+tD3A7EvDMPHtlJGUEqUAaGsC2ZJBEiEkSTDy2xYDL93+hKe8LYopDAMSmBpKbiB5geKUNosmT7eJ6mfvA8xYwKhTqhN6XqVxpiXSfqA9HNT0zdz8AmujUxfF1fMwPg+fuvyijxlApUmZN8Nwnhk6bbv4zTeZpcPAemTsPTl8yKHfsScAzHn/KTQ5RzN6BsL7UQbA1iW2GYhrMI1SPKU0n78h7p8tAFniTuA/m11D9Bgog0qfc58aNg20JTRthudE/SGZHwEUey+mDmhz3mDsoEh3dK4FmiOZay+WGjHdVpIIdfoeEj7JH2UReVlEisssbiGlftkBnCPHZXhdTVHnh8PqV5oTHx1tTb5NSYdmxh93K5YtKkzFcRcuNO48cdOYCkTTUrbMc6XNJH5GGjtZiA52KGbkWQLvzgkOanMKOVzeYImItSHtk+yfY1NVz052UpfWGgnusQSQGKZKQxqltlN1z2uW9owDs4yk6dqu7Sd9JAfQx5QWS6j6eN1+pKRHpo1WQvtexZpX+x8IrHLkk4tUQZlmaX4Va6v69tJLUQtFTHETMw4asSPLZNYa+2bIYmRpnqt3VyGss0xMgYy+yoxyEWCPn4u+OzjstQG2ucYhtva6WOZY/VpeqQELwsJfhHPA/oa1BTGkm7Tv2MTqEg3HM5Aa2U+8AuKTw7aepiLyjJPEynHTEOszP4dMjHPWGgnenRqWYYZAGGh6d82sYo7f43ipysnufqfyNL9kMrIfmkf/Z/LcRlpv1SvrYxETPj0aW1oSLkn+fRSFs+WFYKcrz7vowYf8UL/7suJSWGUKSQHLkanHTsDf50YxpqzzVoctE+G20NlqVOp6SsQtp0zzT591C6g2Q4fNwhlkt18X0gfh++YaWM+cfguvpiyWCPbdibVqWvbTsqkaMu1yVW7EfjakmS1yT1kp3ZSWV3SiTiVk00AvWhnYUPseewbd98xirm5pV5LPuSY6L6w0E60hY17pjHRpaGJVIpmshW6fJ0BnOXrygLRCVQ4GeGTbaOvso/U0QiQ1LZ9bUr1+ngbq9kFNAkQCxu2J8WiclmeI8BHgkn5BHz2TRqcZQbC9khL2/GymLTfYLIxyVYw3k6VoUwxZ8G1NmmfeD81WV/ab9oWdXpj0n9DKNPGuq19vgQ0MW32Du1EDGUoSp002l58bWN7U5A6OficB6vHOlYxH71INvCDL50MvpNyUUCZ8lmhbTKdGPCbvCYzb291Mhbaia4Y57JgsdD0qbVegcOQeGe6BF59zlO2mjHXlIGulJDtEGkQUxa7vy8ZCH9L2xL6vGnzV+0Se2gC++h+SbcEjSDqGxKDmlJXYn0h7JPa4UQSreeT5TK2jLOv0rJ1vI4mwxlabdk6TbYU2pIIK85K83OJtwtWrtXjdknQ6vJ9+xW0weQy2r42AxNqrw+mOmRfaFLV9vn2+2QoSmF/aPzpBUInX+0Vy6wxSVvaOL5964k9dlymTXt5nei+sNhOdDmAGQ6qJepGP3ahmTo22gwFpoIy0AajOGh7sdp5pZIFk40s43q0FTw0fZoM19tWhiPlI/Ou8K3OYcu4vZYt1OJrLUJkyzS+c+qD8JEINl8sOZeR2Fdulxa7LDHSPBGLEWS4PknG3q9j9EGQteeNbYvK0nMmJu23QfM8S2GtQww0bxNKnf0CbWKF6f62bfqeZFIvwjb2+WzQJt1JJFuRZCRIS+bQTFaLxlZ3wbwxvNO8CWd0wUI70dqTqWWobXiHw0I7q3EAjcQpPIzDF9ahOdggMobVMawOlU2V0epIMpI+Lsvb0XTHwtb1vWWV5nlKhnCnmLPQmqwvSUUbZtg3Dl2Y5rawDKqF1k8tmQnvD9/P2VJaxpe28yU+sXYVgh6wfbwP3B77v/SwpPUpJCu1aSEdc60trVwaY82vaduHmUCbdGJeSWuTUx82aUh9Yk6xzyer9TVm0pb+jrEpdXwpA63p88nQiWBeQC+SabAlk8QkrpccE90XFtyJlmGzENoVOAxNz20K5hgPmBMNVBNFKN455EQDTSeYb4fIgxiZFBIiRh9H2zmIMoS++VlyVJaEMkuKaLHRIefDos3H5T7fYBYfq/Mx1caRM/aAP1mIL6U3P57cqTYemZi2pYcjjcWVHq40lhmCrOTL8THVjrnUB15mBBltTNr2YaZEVBvm01d3ktAOVp/6tX5rbce8auQyKX2InbTpReybpO2a0tJHG7b+vMEXp7VomDemPMNioZ3o0qbnLusPC8uyZqCbaz6TfTaMw15bMQ6ydONt49D69Ekymt4YGckp12R9fdD0+UDbigElD2JCNVJlqV2pc5JvDg4RNSEU0OvGjre0tJ2vzBfOwWXoto+R1pKt0HOcvjWmNvH7uGanlaUhGtw+2x/pYUtyUnmbHFofrF6tzVDbtCzlulpY0I/pYhDr/MzCgZMmVbB9MZO2JGuYnFYm6QvFBFJIjjO9cLXJbB6Z51mhjZPuO56xbeZQjnnBQjvRplrreZRQRUr77UwEjfTcg/pvykBLcxzd9jHF0vWUok+S0W6wqTIIyPrqxJT59MXKUbaO7/fZFCubYk8sqGPXFtr9SGMuJbnYMhoaIe2jbXIZylYXSt1C0SeFdkDRx22PlbVt+UIjDJpjEBo/3odQm/Qc5OMk6Z8K6NPCtNHG2QDCTxbTfgUExD/xxNwMJH3cQeITveaA8TH22UnPBf5KKwR6ks9i/OcJbZ5+YxyAlPptkJOt9IWFdqJDKG2yFOdjwWLEQg+L+LlMeshPJQQk4mISiVRiZDR9vI5Pn4Q284nvw0JLdmiv9PmrcspMS8umaW3OAik2+AgfH7spydBx8jG1Pkaah1QMWBl1pCVii8vSfdTO2JTZKSyzZh+EepIMtYvqpSiQxnBrZfC0HRqTuULK0mCp4Be3hD5Y0xT7bH+lidS3j29TPdINR5Klenyw4yZd+HzizKxzN2ivqDTZPpzkjGlh4Z3o0ak2utsZkhilTrBCwzrItgGccA9XofxQL5Vrsj4igbcVktHalGQkWyUZ3z6OGBlNXwiS7hhixDBZieUzShn9exbOtC98Q5NPKeNjyMczln3l/3MmWZK1+nn/JH1GkeNsccguo9TzyfL9Ul3tGIWY5VSZlDJtTGZ6zw09WcdMDF0ch2l0PmRf6mTbx41Eq8ftodvaZCDV0fZlpCNlHEPnkiSfepwyE90XFtqJHu5bghkujT4grGKiB24iFYuKkdaUwZ2TtPXsNUKgjWyqPigyMX3wtRnSmyqTAl8MKe0DZfd8iVik5e8kZpaWTZOZ7jsnhLb8nS8mWlvirkST6aQy1qmMScgCUp+fiyFZao8dL9uGPW812RCDrJ2/sUlWfNeV1t8UGdrfhfJfYpN8WIQGqU8YTHaFAO1Vo/07lEiFy0ivNbWbSmqyFX7hZ8wvYq4RKzO3r6H2eyy0E22TqGCcYKWaZqo/CONsCK0kPfBLc6BGJmhkQBvZlLY5NBmNCOG2SftT2wztjwV3Yg0rk/rE9/uYS66PtyPZPwnHehrOOmdQed+lMbFllJySdPD62jZnd7lOTZ/dR1el4Hq1Pkm2++pwe3gdqQ/aeaKNaYq+GNZaO2at0ReNnTIxpDJnIdlpPQFz+CZcbb9RfppurkeqE3tD4n/bY29jtuhJRmXmCb4LbZ6Qeo6HdPWtNy9x1xcWOtCpHBYYjhloWWAADJdGDLRlpkuMHtrs//Zvvg3UD3n2nC0DZTSEjeopFVnp59On2UcfRHnb1VhE1Jece80+MFmtP7E/3rbU39hjFOonH5uQPYsGSzbZH78PLqF55Q+YLK0/YDJcL5UpyLamr/DoC9kuMfm0Td5P3gfeX6ksZIOmR5PVxiSmD74yn74o+BqdFLQJKqaO9OvztVgqfH0JTcR2gknpwz7oE590E/BNrpoei3mdCGMuynnAJM5N7VjtX7j99tvxhje8AevXr0dRFPjCF75Qle3duxeXXXYZTjrpJBxyyCFYv3493vWud+HnP/+5o+PRRx/F+eefjxUrVmDVqlW48MIL8eSTTzoyd911F17/+tfjwAMPxNFHH41rrrmmlb0L7USPMGKb7XrQ1dJ25dhxpklW7FuwRoIVNB1l3/cehslxJpme41I9SZbr9OnT7PPZCI+sVqY5zLzvfRFZml5f/1JkpLZ8BFpqP7uQBIMOv9D9pFBkJR0+WY2plWTs3zFtUjulfVQXtzFWj6/tkD5JTuqbBD5uIRmpzXn3F3oFv+h42IP0k+r0HXcm2ZfKQIcmEW1S88lwO7Qx4zraoq8Jf94wD1+bTxM27fc0fmlM9FNPPYVTTjkF1157baPs6aefxne/+138yZ/8Cb773e/i85//PHbt2oXf/u3fduTOP/983HPPPdi2bRtuuukm3H777bj44our8j179uDMM8/Ehg0bsGPHDnz84x/HVVddhU996lNJtgILHs5hYarshGMnejgAzABOIhVAnltDc5YkM0yQlRxYSRZI16fpSZWNKQvp7QpJp53X+H1AykwbI2OhycIjA0GP1odUooQ6iG3hIyi0mGhqoz32PllJplRk6FgVcGPbC1KX2kxXV4FH3hBZyTehq1XY/by/PITQp0+S0fpAwcfEJ8P7zdt8QYQ8xjiaUh1tcKQnvS6ItU+LgQ5NnLwvoYldc7on5eS2neAWAS+oC22ucc455+Ccc84Ry1auXIlt27Y5+/7qr/4Kr33ta/HAAw/gmGOOwQ9/+EN8+ctfxne+8x28+tWvBgD85V/+Jc4991z85//8n7F+/Xpcf/31eP755/E//sf/wLJly/DKV74SO3fuxJ//+Z87znYMFpqJdpOrDOpY6IYgyPwVYKBpWeiXIiu1FdN2GxmNoeXzq8ZWW/j6ECPb5keh3ROkB6E248XbCSGkxwfNUe7rQ8NYhpqyqdJ+iaHlLLUUjsFZYo1R1myJZZl9tsey6kBzrCRI9mmgclqYSErbMXb17sfYJ5+uiinTQOFzJGOczDawT3ltY7Vo/RgnWJrEtLHQYvDoxMfLaH1pEpTs0cpSj1HGfKHNjchi35R/k8Pjjz+OoiiwatUqAMD27duxatWqyoEGgDPOOAODwQB33HFHJXPaaadh2bJllcxZZ52FXbt24V/+5V+S2l9oJro0dQhHYzUOi2peY+WSo9mo07MsrROrr61MaD+1V0IK49wnO02JI8o60sPHHwQ4C1lAvjdwGVoW6zf49PjgcyL7gES4afPrQNhv62sM7VCQkcIUNPbV16ZhPx8rzOvQfRbWPqpHY7h9565mX0g2dD61aVsqo2ND5VtDOkhtoHUsNBH1zaBqByyFnU6Z3FKe0H03AYntCOmNaVuaXIH6lRG1pyuDb3VkTA593ngnjz179jjby5cvx/LlyzvpfPbZZ3HZZZfhHe94B1asWAEA2L17N9asWePIvehFL8Lq1auxe/fuSubYY491ZI466qiq7LDDDou2YaGdaMM/KLSxzsOl8f9FmJH1Ob2UDEiVpTdsLisRAKE5UWNkU1nVEJuslU3reuVzvvSWjS+tJoUg0Ff6PpmC7bPYH0LkePgJd7q0tN9A0+Hk+Rg0fdSJXCJyJdMjtUllpT7wkBJ67PjDjdYHX4hFjEwbWV4nRq/PvtDD0eLcV5HmPGuDkvokmtKmT05iN3iZNmlLT4l8e+iR5fq0bS6rjZfthxbbxifMEGydvJzefGIvpuf+jdaJPvroo529V155Ja666qr2Wvfuxe/+7u/CGIPrrruui4GdsNhOtCncS9oUgBnHQZdjB5p+QCixSdI2hG1e16cnpg2pHZ++EJkh2azJh8pTy/pETH8syRErG9MG378/ECkh+zmDTPvMx7cQZKT91Km2//NY4gGTL5guSc8ATeda6yPvA/1fIth4HyQ7uLxPn8+eEGJ0+eyKAn36mBb6eDrvaxKalh7fpC3dLFJuMnQfDwMJ2Ss50bRN6UQynjKtLZ++jPANd//Cgw8+WLHFADqx0NaB/slPfoJbbrnF0bt27Vo88sgjjvy+ffvw6KOPYu3atZXMww8/7MjYbSsTi4V3os1w/AFhORh/UEgYaPoArzHQ/KEfpI4k6yuzeioDE2Vj9fE6vm8htDeD2vxOIdnH0fd3GPwDQIkdpqRJFxnLUkttS+EI/F4gsaIaUmQ5Uskc7fhyNl4KTfEx0poMUF9fXIa37dMH1E52XywzddpDY8JZcEmWthHy/Sg7b/Vr1xFn8vcrpH5oFztB2X2+SWgSTCif2GPKaH+pjP1JHxT6bk48TjplIqav5wxGMattPs6weuaFbbZ9WIRl4PgxD50Di48VK1Y4zm5bWAf6xz/+Mb72ta/h8MMPd8o3b96Mxx57DDt27MCmTZsAALfccgvKssSpp55ayXzoQx/C3r17ccABBwAAtm3bhuOPPz4plANY8A8LR/PJ2HGu5hjCQEssNN/2lUmyiPw/tk1pPuXXT8jekH76IKHJcxtS+zCJX0zfY2yP0UHHEqxMK+f1Q0idDzkr2vbn0+drD5EyEOpobUn/h2yM1Rvqc0wfYvoCVk+qq9nH4dOpyWnlvaNPpakXj3bBxsrG1OsCrT/UHkk25iYhlYcmx9g6Wjs+hMZesiWESR2XRUPo5kL/7nPM5vfDwieffBI7d+7Ezp07AQD3338/du7ciQceeAB79+7FW9/6Vtx55524/vrrMRwOsXv3buzevRvPP/88AOAVr3gFzj77bFx00UX49re/jW9+85u45JJL8Pa3vx3r168HALzzne/EsmXLcOGFF+Kee+7B3/3d3+ETn/gELr300uSRTHKir7vuOpx88snVE8XmzZvxpS99qSp/9tlnsXXrVhx++OE49NBD8Za3vKVBmT/wwAM477zzcPDBB2PNmjX4wAc+gH37Wn69yROpcNgHdilhh2HbGO/rQ9Y6dil6fElIuD7eP36tSR+il2y/pIf/UmX6gC+PAn0Q4P3Uxjom3wHQPJ6SXdNmCO1KD6mw5FBsAhDeJmVcY5N8cFlt5Y5QEhfp40stwUubRCq0LDQ2vA2fT8n1xuQwiZXVjgPVMxE6xBo3TfQ9sQxR38i7XMBUj2ZfzMRSjnUYocwwO+mNAkof+I0ndDNJAbcnJBs7SUpMeoaOlLFdfNx555141atehVe96lUAgEsvvRSvetWrcMUVV+BnP/sZ/tf/+l/46U9/il//9V/HunXrqt+3vvWtSsf111+PE044AVu2bMG5556Lf/2v/7WzBvTKlStx88034/7778emTZvw/ve/H1dccUXy8nZAYjjHS17yEnzsYx/Dy1/+chhj8JnPfAZvfOMb8b3vfQ+vfOUr8b73vQ//5//8H3zuc5/DypUrcckll+DNb34zvvnNbwIAhsMhzjvvPKxduxbf+ta38NBDD+Fd73oXDjjgAPzZn/1ZsvE1KPuMbqwjlP9DenyyEP7menz2hfSFSA8JIbti0TehQB0VPj4F2yfJ0jAAeLZ9+6T9KfC1zf/u2lYMuG4+ppKddJ8kQ+vzmGdJH5eh7fB6/H/D5LQ+SPp4e74+lJDbpHV5PamdELQ+xMry8s7XIO3EpOGbgKX9XMY3EKED0IXNi7HLN6G3aUu7iWn/+8ZQOpl9J22biSnlIpjGuba/QjrXUmGTrUwDaSTp6aefDqOuVwxvmcXq1atxww03eGVOPvlkfP3rX0+yTUJhYizyYPXq1fj4xz+Ot771rTjyyCNxww034K1vfSsA4Ec/+hFe8YpXYPv27Xjd616HL33pS/i3//bf4uc//3m1nMgnP/lJXHbZZfjnf/5nZ80+H/bs2YOVK1cCP3gEOHgVquyEZUEezMcXs32Is/9b8DAzHo7Ew82mLaut4CGRIKnLfWp6fPr6kI2B77GOMoeWnUuR0cL+UtNLc8TIcpnUvvQF7dhL50sf57oko53rkmzJfj49vE2fvpQ2h6ws1Ka0zfuAgKxv3GL0RIFfuFwRbZx3nMvQG2VIVpo0YiYSHxvX9rVNH5Ds8k3W/ES2oK/7tPHicXm2bB/C4wfUk42dWOji5vR/Kkv3cxnAnbT5cfBNYm1foWjnkEXM+FnsE2Sl81d7nazpC10Pkj7poqZ2SWUWzwH4GB5//HFv3HHlO+GjAA5U5frFswA+FLRtUdH6JeBwOMRnP/tZPPXUU9i8eTN27NiBvXv34owzzqhkTjjhBBxzzDHYvn07gNEC1yeddFLlQAOjBa737NmDe+65J90Imo1QCj6Uvu8wcM8//kDH44bLQJm2nSpbsjKwMkmGz6fSPi7rGxOtXNOjyXaBT3fKGFAZbSy04yzV1fZp9VMxKb0clnWVYnr5fr5P27aQyujDA63vs0Gzi+qR2qT7eNscMTLUBvuj4S6xkPoQkvXZpY2fxdwvzxg7acRMTJqsj0XoC9qE4LuYfTcIfmOi/Tbsb95fDl+Zb2Lh7YRkpo1pHNeUCWpRMb8x0YuG5NU57r77bmzevBnPPvssDj30UNx4443YuHEjdu7ciWXLllVZYyyOOuooZ4Fr6kDbclum4bnnnsNzzz1XbVeLdg8LFAYADGCMe91LzjLfH2LafI5WjIMtyWqOnU+Ww+f0ccTMdTHO2iQcOgm0Dc7Q2uNrHRoqa+c8Scbq4fcFvpIHD0UwaM6lVJ9mF98XApXlK4Rwu/qADa2g574WNmDDHGj/hqTMytPxpv3mS9Px1TD48aDXBdXLfQdeVpJtLs+PDx9PageXoecOtcvOFVyftg2hPu+DT1bSN2T7aFlvvgYdQG2f9j+Xl8okGbovllbXZCf5NCENss+x9t0EtNdDmozdjn1lOWBlWgiPtXEJ8oWkyUgnbgg+R11DrPNOx00an1A9OvHRfTF1Q9eDZge/xkLypGQWzzMZAFo40ccffzx27tyJxx9/HH//93+PCy64ALfddtskbKtw9dVX4yMf+Uhj///3k+/goEMOGW8VcddKyvXEy+k8Ib3Rirm++izrItum3iwuVO0eGHNv7EMmlXGMLdNktXvpJKAdT25bH+d6l310f+z9yFcn1G7oXharO9RuynZMvztfnymDGGqwy0S76Og6VvbJnT+pt9UZOzFpk5TmuBbs/5D+aaGv89KWLTE5PgG2dTT6u36eeeZpvPe9XhGGvZhe+NO0Yq9ng2QnetmyZTjuuOMAAJs2bcJ3vvMdfOITn8Db3vY2PP/883jsscccNvrhhx92Frj+9re/7eiLWeD68ssvd5Ye2bNnD44++micf9r/s1/G2GRkZGRkZGRkxGDPnj2JTnRGX+gc4FOWJZ577jls2rQJBxxwAL761a9WZbt27cIDDzyAzZs3AxgtcH333Xc72WS2bduGFStWYOPGjWoby5cvr5bV62vB7oyMjIyMjIyMFx5yTHRfSGKiL7/8cpxzzjk45phj8MQTT+CGG27Arbfeiv/7f/8vVq5ciQsvvBCXXnopVq9ejRUrVuAP//APsXnzZrzuda8DAJx55pnYuHEjfu/3fg/XXHMNdu/ejQ9/+MPYunVrUgpIu6BIFRudkZGRkZGRkfEChPWF4hdbey4s0hum2dYMYBLwB3/wB2bDhg1m2bJl5sgjjzRbtmwxN998c1X+zDPPmPe+973msMMOMwcffLD5nd/5HfPQQw85Ov7pn/7JnHPOOeaggw4yRxxxhHn/+99v9u7dm2KGefDBB/nXDvmXf/mXf/mXf/mXfy/Y34MPPuj1nZ555hmzdu3aqdu1du1a88wzzyT5eYuCzutEzwJlWWLXrl3YuHEjHnzwwRzeMWHYGPQ81pNHHuvpII/z9JDHenrIYz09zNNYG2PwxBNPYP369RgM/FG6zz77bJUie1pYtmwZDjxwWutSTxfJHxbOAwaDAX7lV34FAHKM9BSRx3p6yGM9HeRxnh7yWE8Peaynh3kZ61ESlTAOPPDA/dahnQX2l5XDMzIyMjIyMjIyMqaG7ERnZGRkZGRkZGRkJGJhnejly5fjyiuvTFrVI6Md8lhPD3msp4M8ztNDHuvpIY/19JDHOgMAFvLDwoyMjIyMjIyMjIxZYmGZ6IyMjIyMjIyMjIxZITvRGRkZGRkZGRkZGYnITnRGRkZGRkZGRkZGIrITnZGRkZGRkZGRkZGIhXWir732Wvzqr/4qDjzwQJx66qn49re/PWuTFhpXXXUViqJwfieccEJV/uyzz2Lr1q04/PDDceihh+Itb3kLHn744RlavDi4/fbb8YY3vAHr169HURT4whe+4JQbY3DFFVdg3bp1OOigg3DGGWfgxz/+sSPz6KOP4vzzz8eKFSuwatUqXHjhhXjyySen2IvFQGisf//3f79xnp999tmOTB7rMK6++mq85jWvwYtf/GKsWbMGb3rTm7Br1y5HJmbOeOCBB3Deeefh4IMPxpo1a/CBD3wA+/btm2ZX5h4xY3366ac3zut3v/vdjkwe6zCuu+46nHzyyVUClc2bN+NLX/pSVZ7P6QyOhXSi/+7v/g6XXnoprrzySnz3u9/FKaecgrPOOguPPPLIrE1baLzyla/EQw89VP2+8Y1vVGXve9/78L//9//G5z73Odx22234+c9/jje/+c0ztHZx8NRTT+GUU07BtddeK5Zfc801+Iu/+At88pOfxB133IFDDjkEZ511Fp599tlK5vzzz8c999yDbdu24aabbsLtt9+Oiy++eFpdWBiExhoAzj77bOc8/9u//VunPI91GLfddhu2bt2Kf/zHf8S2bduwd+9enHnmmXjqqacqmdCcMRwOcd555+H555/Ht771LXzmM5/Bpz/9aVxxxRWz6NLcImasAeCiiy5yzutrrrmmKstjHYeXvOQl+NjHPoYdO3bgzjvvxL/5N/8Gb3zjG3HPPfcAyOd0hgCzgHjta19rtm7dWm0Ph0Ozfv16c/XVV8/QqsXGlVdeaU455RSx7LHHHjMHHHCA+dznPlft++EPf2gAmO3bt0/Jwv0DAMyNN95YbZdladauXWs+/vGPV/see+wxs3z5cvO3f/u3xhhjfvCDHxgA5jvf+U4l86UvfckURWF+9rOfTc32RQMfa2OMueCCC8wb3/hGtU4e63Z45JFHDABz2223GWPi5ox/+Id/MIPBwOzevbuSue6668yKFSvMc889N90OLBD4WBtjzG/+5m+a//Af/oNaJ491exx22GHmv//3/57P6QwRC8dEP//889ixYwfOOOOMat9gMMAZZ5yB7du3z9CyxcePf/xjrF+/Hi996Utx/vnn44EHHgAA7NixA3v37nXG/IQTTsAxxxyTx7wj7r//fuzevdsZ25UrV+LUU0+txnb79u1YtWoVXv3qV1cyZ5xxBgaDAe64446p27zouPXWW7FmzRocf/zxeM973oNf/vKXVVke63Z4/PHHAQCrV68GEDdnbN++HSeddBKOOuqoSuass87Cnj17KuYvowk+1hbXX389jjjiCJx44om4/PLL8fTTT1dleazTMRwO8dnPfhZPPfUUNm/enM/pDBEvmrUBqfjFL36B4XDonKQAcNRRR+FHP/rRjKxafJx66qn49Kc/jeOPPx4PPfQQPvKRj+D1r389vv/972P37t1YtmwZVq1a5dQ56qijsHv37tkYvJ/Ajp90Ptuy3bt3Y82aNU75i170IqxevTqPfyLOPvtsvPnNb8axxx6L++67D3/8x3+Mc845B9u3b8fS0lIe6xYoyxJ/9Ed/hN/4jd/AiSeeCABRc8bu3bvF896WZTQhjTUAvPOd78SGDRuwfv163HXXXbjsssuwa9cufP7znweQxzoFd999NzZv3oxnn30Whx56KG688UZs3LgRO3fuzOd0RgML50RnTAbnnHNO9ffJJ5+MU089FRs2bMD//J//EwcddNAMLcvI6A9vf/vbq79POukknHzyyXjZy16GW2+9FVu2bJmhZYuLrVu34vvf/77zDUXGZKCNNY3ZP+mkk7Bu3Tps2bIF9913H172spdN28yFxvHHH4+dO3fi8ccfx9///d/jggsuwG233TZrszLmFAsXznHEEUdgaWmp8UXsww8/jLVr187Iqv0Pq1atwq/92q/h3nvvxdq1a/H888/jsccec2TymHeHHT/f+bx27drGR7P79u3Do48+mse/I1760pfiiCOOwL333gsgj3UqLrnkEtx000342te+hpe85CXV/pg5Y+3ateJ5b8syXGhjLeHUU08FAOe8zmMdh2XLluG4447Dpk2bcPXVV+OUU07BJz7xiXxOZ4hYOCd62bJl2LRpE7761a9W+8qyxFe/+lVs3rx5hpbtX3jyySdx3333Yd26ddi0aRMOOOAAZ8x37dqFBx54II95Rxx77LFYu3atM7Z79uzBHXfcUY3t5s2b8dhjj2HHjh2VzC233IKyLKubZUY7/PSnP8Uvf/lLrFu3DkAe61gYY3DJJZfgxhtvxC233IJjjz3WKY+ZMzZv3oy7777beWjZtm0bVqxYgY0bN06nIwuA0FhL2LlzJwA453Ue63YoyxLPPfdcPqczZMz6y8Y2+OxnP2uWL19uPv3pT5sf/OAH5uKLLzarVq1yvojNSMP73/9+c+utt5r777/ffPOb3zRnnHGGOeKII8wjjzxijDHm3e9+tznmmGPMLbfcYu68806zefNms3nz5hlbvRh44oknzPe+9z3zve99zwAwf/7nf26+973vmZ/85CfGGGM+9rGPmVWrVpkvfvGL5q677jJvfOMbzbHHHmueeeaZSsfZZ59tXvWqV5k77rjDfOMb3zAvf/nLzTve8Y5ZdWlu4RvrJ554wvzH//gfzfbt2839999vvvKVr5h/9a/+lXn5y19unn322UpHHusw3vOe95iVK1eaW2+91Tz00EPV7+mnn65kQnPGvn37zIknnmjOPPNMs3PnTvPlL3/ZHHnkkebyyy+fRZfmFqGxvvfee82f/umfmjvvvNPcf//95otf/KJ56Utfak477bRKRx7rOHzwgx80t912m7n//vvNXXfdZT74wQ+aoijMzTffbIzJ53RGEwvpRBtjzF/+5V+aY445xixbtsy89rWvNf/4j/84a5MWGm9729vMunXrzLJly8yv/MqvmLe97W3m3nvvrcqfeeYZ8973vtccdthh5uCDDza/8zu/Yx566KEZWrw4+NrXvmYANH4XXHCBMWa0zN2f/MmfmKOOOsosX77cbNmyxezatcvR8ctf/tK84x3vMIceeqhZsWKF+ff//t+bJ554Yga9mW/4xvrpp582Z555pjnyyCPNAQccYDZs2GAuuuiixsN3HuswpDEGYP7mb/6mkomZM/7pn/7JnHPOOeaggw4yRxxxhHn/+99v9u7dO+XezDdCY/3AAw+Y0047zaxevdosX77cHHfcceYDH/iAefzxxx09eazD+IM/+AOzYcMGs2zZMnPkkUeaLVu2VA60MfmczmiiMMaY6fHeGRkZGRkZGRkZGYuPhYuJzsjIyMjIyMjIyJg1shOdkZGRkZGRkZGRkYjsRGdkZGRkZGRkZGQkIjvRGRkZGRkZGRkZGYnITnRGRkZGRkZGRkZGIrITnZGRkZGRkZGRkZGI7ERnZGRkZGRkZGRkJCI70RkZGRkZGRkZGRmJyE50RkZGRkZGRkZGRiKyE52RkZGRkZGRkZGRiOxEZ2RkZGRkZGRkZCQiO9EZGRkZGRkZGRkZifj/Af70gLD00If5AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ascfilepath = os.path.join(resource_path, '../../../data/asc/mnt_XYZBRAVOSANSFIDOUTEST_2.asc')\n", "raster = tkl.RasterReader.readFromAscFile(ascfilepath, af_name='MNT', separator=\" \")\n", "\n", "print (raster)\n", "\n", "mnt = raster.getAFMap('MNT')\n", "\n", "mnt.histogram('values')\n", "mnt.plot(cmap='jet')" ] }, { "cell_type": "markdown", "id": "8bf2f363", "metadata": {}, "source": [ "## Map on track and compare with the raw data" ] }, { "cell_type": "code", "execution_count": 4, "id": "c6bbb551", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tkl.mapOnRaster(track, raster)\n", "\n", "track.operate(tkl.Operator.SUBSTRACTER, \"z\", \"MNT\", \"diff\")\n", "track.operate(tkl.Operator.RECTIFIER, \"diff\", \"dz\")\n", "\n", "track.plotAnalyticalFeature('dz', 'BOXPLOT')" ] }, { "cell_type": "markdown", "id": "32cef6a2", "metadata": {}, "source": [ "## Final result graphic" ] }, { "cell_type": "code", "execution_count": 5, "id": "7b98be4c", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax1 = plt.subplots(figsize=(8, 8))\n", "\n", "# Draw raster\n", "mnt.plot('values', cmap='gist_gray', append=ax1)\n", "\n", "X1 = []\n", "X2 = []\n", "Y1 = []\n", "Y2 = []\n", "for i in range(track.size()):\n", " if raster.isIn(track[i].position):\n", " idx = (float(track[i].position.getX()) - raster.xmin) / raster.resolution[0]\n", " idy = (raster.nrow-1) - (float(track[i].position.getY()) - raster.ymin) / raster.resolution[1]\n", " if track.getObsAnalyticalFeature('dz', i) > 5:\n", " X2.append(idx)\n", " Y2.append(idy)\n", " else:\n", " X1.append(idx)\n", " Y1.append(idy)\n", "\n", "ax1.scatter(X1, Y1, c='blue', s=2, label='dz ≤ 5m')\n", "ax1.scatter(X2, Y2, c='red', s=2, label='dz > 5m')\n", "ax1.legend()" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python (tracklib)", "language": "python", "name": "tracklib-env" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }