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@jzuhone
Created May 5, 2014 15:10
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{
"metadata": {
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"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"%matplotlib inline"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import yt\n",
"from yt.utilities.fits_image import FITSProjection"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ds = yt.load(\"GasSloshing/sloshing_nomag2_hdf5_plt_cnt_0100\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [WARNING ] 2014-05-05 11:06:12,691 integer runtime parameter checkpointfilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [WARNING ] 2014-05-05 11:06:12,691 integer runtime parameter plotfilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:12,709 Parameters: current_time = 7.89058001997e+16\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:12,709 Parameters: domain_dimensions = [16 16 16]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:12,711 Parameters: domain_left_edge = [ -3.70272000e+24 -3.70272000e+24 -3.70272000e+24]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:12,711 Parameters: domain_right_edge = [ 3.70272000e+24 3.70272000e+24 3.70272000e+24]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:12,712 Parameters: cosmological_simulation = 0.0\n"
]
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"prj = yt.ProjectionPlot(ds, \"z\", [\"density\"], width=(500,\"kpc\"))\n",
"prj.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,258 Loading field plugins.\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,259 Loaded angular_momentum (8 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,259 Loaded astro (14 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,260 Loaded cosmology (20 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,261 Loaded fluid (54 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,262 Loaded fluid_vector (86 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,263 Loaded geometric (101 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,263 Loaded local (101 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,264 Loaded magnetic_field (107 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:13,264 Loaded species (107 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,851 Projection completed\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,862 xlim = -771419395240581203492864.000000 771419395240581203492864.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,863 ylim = -771419395240581203492864.000000 771419395240581203492864.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,864 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,878 xlim = -771419395240581203492864.000000 771419395240581203492864.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,878 ylim = -771419395240581203492864.000000 771419395240581203492864.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,879 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:15,894 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
},
{
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AP2ltWP9j2s+GcFeNOLG7q8USb3Mad7BxkVNxR5zrUwIsWMwdNDGa2y4fAz0mybb0fFtu+5DTXB9DVuZUec4gdfu3bb2oW+NIIVxf7W13aPHAgX2zkncSb9xPL2u43Aq4Rad5WJeqvz+dueYmXw/Bo7zUHAn3XEcx3Ec56ES/cVvqfhKJMdxHMdxHMdZGD6T7txDSLZNuu6ZZSetJFBhZbWlG7S8sf0r24YxHO1ra3+vOYbatrX9bcZVqbe6b8jmS0RA+9++2Edhs+hgJ45ko54hHKV6hdZjW7Ot6A3KpRmSRkEo3X7GOVsVr7aUVeqtnW9lgiF6ffJNj7bVtMuZUrd23VcyqVJB69X/HGxe34eLvdKcm8CTGS0Wd9Kd+0XoR+FkTlU4egkbBaUS3aUjArSaKI1FbGFlknh5GGx/w1AXY5q+VoSjbPua+IuNjdpWnDMqlLV9FVGExnXqQWwAD0E92SPd/o6cDYUikWybSnyzpMQPrIjMUhIuZKcZNJkQsvI07iuZTE0Z37wqcmUi09QTe+XiVUngTmoZ8SXY8dYiqwDAQAbChJ8abPQhFnFm2v/luGJvbacIN2YMnd0HMZH9kvj9aIijfQmzTWxcUskcSzKZegZSx7kT3El37he1KCh09jDx2Wk6G8VmNSvK+lbbWr9YeRjao/Ecq7elbJatkn6xskozMjrPLcTQbsvowl256ICqoKdfCGzRkOicOSXVvp7QiXQWAaWyB5hDz2wFgDJb5mCT8IVTeTniauSfABpO1NDZN51jIS/nXAs03CMR1LZeyzpFZ2H3nmtct2xf1WwR2kXBtXunc3/whc+LxQ+N4ziO4ziO4ywMn0l3HMe5aQTtC9Bvy9ZxHKcFX720WHwm3XEc56aZ40jflq3jOI7zUrO4mfTtdotf+7Vfwxe+8AW88cYb+OEf/mF89rOfxU//9E9f2fzWb/0Wfud3fgfvec978NWvfhWf+MQn8FM/9VMH9bTY5AwgAqddeWvG0R4btL73aGv2xjAAmydttreVcXTzvTY7ADh7s81OhnbbORlHV0+tGLO2Rnv1DMbricPYt5I12a9CBJ5X9RYwMagkK3Kt1cvWpNfWJ3cXzWLOWIrHpuaIAI3aChBIeWxcPB5kXGveQpyxfj2EXefyMrSLTK+LKtA3LtsddBSPttAnJjKt1JtsB9LAhcKttgpBYmvVaRbTCAxMtEiybQ7bSsZRUu+wtqc9E4lqJdpJCkBHTjqabbPjGUfNPUKAobc6gGFlxbO17KS18lo22JJQsWPbM9ua0JZluW19dlzZt2W7TH1sfhHttS2LKQBEVET+BYIB4RbW2wsStDHjaM0XYYTGLKIKQZhRr7McFuek/+Iv/iK6rsPnPvc5/Omf/ik+97nP4Wd+5mfwe7/3e/jJn/xJfP7zn8ev/uqv4o//+I9xfn6OP/uzP8N73/te/PZv/zY+/OEPA0CTTckAnkJ7wKrZSR/QftPAaoaDum50km/LSV83viQAwKbVSU/A5q0227htH1e8JM5sLbrLM/sQDwOPuLJ+yttjD58VsRUippTEXz6ocLQmiCXHsBbdhTjpoeIgr8izekU8ZCFOtgBYNTreo5Pedn3NcdK7eHciUcYcJx0gPqfyACR90mYn/ZJ4/v3Ar/ltsufGlgV8AUD8+XlOukYbLaTqpJP7cj9URLFMvEp2Fo1gAn7N9OuKk04io7CISMOaR85JnR2Dhms66fwZhkTKqZMu3Eln+ysMmPVZp9FJH4bX0DrRJdrudHaV57upEwGh0ZmeQ8AAbRxXzRdhxEYXThGPO/S+pmKxLOrQ/Pmf/zkePXqEX//1X8fP/uzP4tOf/jS+9KUvIaWEf/7P/zneeust/MIv/AI+/vGP4/z8HADwjne8Ax/72MfwqU99CgDw5ptvnrRxHMdZElL8c5z7g5/RjvO8LMpJ/y//5b/gF3/xFw/KfvzHfxw/8AM/gO985zv48pe/jO9+97v40Ic+dGDzEz/xE/j617+OP/qjP8JXvvKVkzaO4ziO49wFLqRYPOGG/zk3xqJ25wc+8AG89tprpvzZs2f48Ic/jD/8wz8EALzzne88+P1d73oXAOAP/uAPTtp87Wtfu/F+O47jOI7D8Jl0x3leFrcmveT111/HK6+8gk984hP4pV/6JQDAq6++emDzyiuvAAD+4i/+At/61rdO2jj3GJYQpLYmPSTYhCIzEgHVymnZjH61JmSasz34eu5aWattLcEQKxOxj+sg0pxFNJDtWZ3AuH79hdM4BaKwYlCpZXiHIBXGbHuA7wMJfK07O15d4IJWphtNtaRF9LqpJAdiB716fc2xbSirlYdUSerEkhkxu2MJisoTf5i5D8q+DnxNe+1+xNb1z7mfNeMz6YtnETdMh7F4J/0f/aN/hH/2z/4Zvu/7vg+bzSjMlOJGFnbqt81mc9JmvXaF871mEn7m8aRZZBVgZ1cKR/sxjXZeLBgFqfl/T5nJmSCKpeGeRJ4H/Uq8LRrdpedtRSvgikHNs96ILnf9OFsRMSgrUOBRzbaI3S3Cg2esJi87s2UvBFd1FkTiB0n5H+W+1P3f3V2Fdtk1O9T806KPKXHHmTFGdxFTF9t8SyrtlTv0TCS6TUTQCiD0an4YQjIOvapiKMXKtQgmYWUFkhq4iDsMVnia4vhGUR7/vK1pf8UtF2MyWwCQePjfGg4d3Ok3KvDcqQzKHcmc9BQBTXYMuQJ5aqsnz7G4xeGFuPtPJi6Pethfwe7YXB5uO2H295wIKO4AOs7zsmgn/Td/8zfx0Y9+FH/v7/09AMAP/dAPAQDeeuswKsj03+94xzvw9OnTkzbOfUb3jrdkZdSNYeW7MjNlW0515vas3hn9Ms+wWsrwE/VOprUZZ1PYHi3lpG3hszDTq/blsKy1D022ZIz59nflLqjyCdixI01F9U3Ll63K9vRrhta/Uhhbsr9USR8wfjQonX+l5zYqnwjYjHPpKebbl1+VAtqv28r9oGbLrlszhmN9rfSLVjHn3lNC+lU9Byv3k7zs6D1uDj6Tvng8mdFiWayT/m//7b/FW2+9dbXEBQB+7Md+DADwzW9+E+973/uuyr/xjW8AGNe0v+1tbztpw7jA56/+jvgf0OHHbmgkjuM4jvNQ8Zn0JfEm/hRv4v970d1wGlmkk/7v//2/x3/6T/8Jn/nMZw7K3/72t+MHf/AH8frrr+NjH/vYVfnrr7+OD37wg3jPe96Dd7/73SdtGBv8z7czGMe5Tfz5t0wqE6t3aus4i8BP2CXxKt6NV/Huq/9+A//nC+yNc4pFRXcBgN///d/HP/yH/xA/+qM/ii9+8Yv44he/iH/zb/4NPv3pT+ONN97AZz7zGXzhC1/As2djcps33ngDX/rSl/Arv/IrAICu607aOM69wZ9/y+S2dHV+vJ2XDp9JWDwegnGxiGpr/rrb5+tf/zr+9t/+23jrrbdQdutv/I2/gT/5kz8BAPzTf/pP8R/+w3/A+9//fnzta1/D3//7fx8/8zM/c2DfYjMhItjg/6a/bfGoOeOonjVmBgWAR99pswtb4KwxM+ecjKObt5qzwDX3FQAef7vNThJw/t022+4SWDVmPe0uaGZNnhn0GYzXUxOZ1o5Ba8bRMJD1omkcW14EIIpdl9oFRSzWDQYBQrCX7yaOUVPKepmYc93Zc5sU7WxtGRNjsiykU71lv4K0BxaoRZJppQvAXeUhVWhzxtGkFZEpoSb87EkhzRhauds/7e0PSa2gVVVpvT0RmQ5JcVmOS4EhibHth7G8tO1ZBJLtBuYCGUgWUwC4fMWWKXgWzu2ZLRvWVuiawlh+UKeMZWV/h5VtqyaevXxkM36mwMf17FVbliKoQ9xqqwG4eERsV9a2X/H9xXj2KtA32j59jY+XIM/Isa2wTm3PxYCEDpXs0gURW0RcnrQTAGs8gTRmMt3ge2h9G1+jzecQaNX2P+KXof9je5bTpvZ+b2t8OOf5WJST/qIQEazxdfrbHCcdjxodVKDd8Y3b0aFuYY6TfvbmS+SkXwDrRic9Xu5SVpflLArLM+s4T9FhSpjjDbQ76az9ipNOI6NEwaooH510a3vWCXV8y+2nelvsRltWJ3HSAfNCAYzOeHyhTvpdueijM8wcZ8aQeKhDBnOGazzZtt/aW20vE9CTqDFb8pLRJ+CC2A7JvixcDvylhtWLfmOd4RR5SMEL4qACo/NsGmt00jXY6CpXTnoZBaWzbWkYnW/T/iPyQjBjXENl9Sp10omtCnBBHF/2QjN0M5z0t7XbznDS8eT72+wArNNpZxoABANWaHuGtjrpwOikB7Q9b1sdb2By6E8zOuncj/h/8EvQj96wk/5/uJN+U/iHCcdxnJtmztvAbdk6juM4LzWLFI46juO81PiadMdxXhZ8unax+KFxHMdxHMdxnIXhM+nO/SIkviadZd0LNlvnKPBs3F7A22psX4LabJsV0WUMtry2nrurJP2JpJBtz9oHgDUxrq0RXwfhCXLI9nS8YkWetYShbA0/4w4TjgIAIllLnNSuP4+RCzoHVTNxHnY5e07VCQAbcrxq6+RbbTeSZTzNETVJKIUIdRWKC9jxRpLbZ7S3tgMTdgfwtduRrBlOkYs52HWrFfWtsZXRtjwQIrtESwcVAETwDenJBQK+1pzezyonOB1XRZBKbSuiXOf+0CoMcu4cd9Kd+4VUhJ+1MiocJQ/2jmwPjNF3mtqyoqEgwKa4AgVjxJXyeRuJQz5ub8WQXRDjkMaK4/5oxW/OHRF+risi0dJJlsr2oSYcbXz+R+GOfytduDtHXRXN0V0G1YpwlDjORHQJAFtSAd9XfAd8j2SfXKuYqDOKMdKQaX/gfb0shKNJhb5UXQx2f6WK8PQptmQfbLkz213YsrSyYWsAHnEFAIQIR80LgYw7p3T+U7L3mCvhaXmR9uMkQ0ufOnKPGpQLQtn9iNWtwrOQxq0VulbT6TqOc5P467HjOI7jOI7jLAyfSXccx3Ecx3mo+HTtYvFD4ziO4ziO4zgLw2fSHcdxHMdxHioV6YPz4nEnfcclHvMfzv+Sp4lnzMnM+ep/bbObnXG0LaXxrWUcbbWdm3F005iFrXvGs3sy8VR3QYSjfSXjqM1CV8vM+bYzFgVF0BEx56YoFBmFn6ataNtjQkxgzDjKhKdzhKPN2UWFC0drEVvKCDO3lXH0LrOLtqIAeqoQ5VFgStEmcLcZR5n4tTaGLQkK0qsVfmplXE97xSWpY8uEo70a4eg2AUrSrv/VM3vvpFlMAYClmdcwRjfJSRG4fFQYChd59usxQ6qpk1wgl5WMo8Pa2tLsqB3PDkrv86S/KlwgzwS5wwrYNGSBVhnvs+U+qNFdtkWSqQlqK1w2ZieVFKCNHuuYcbQ1U6c0ZxydQyDnPG9d4UkWXk7cSXdeHGFoewFiYcFurA+VyAeO49xLVuGIo+7cLKI8Ysx1ua1nQhiAh3hu+MLnxeKHxnEc52VhaZ8HHMdxnFvDZ9Idx3FeFvyLteM4N41P1y4WPzSO4ziO4ziOszB8Jt25X4RKxlEmnmLr0cNAbZlIdBWtyFMArIktE4QGAVbRbs8yMq7ECjeD7NK5i7U1GUcroksmEK2JLrmtLRPYcQF8H9Yyjk7ZRfOJY9ankI1LsLevrQqZjkFue+q/59hO/510zCRaso5ibIdks8kDo16x7Eef9GrJbP5bT5boPloJHQMTY+a2k/12sMdcFXjGLiUBUjFeSYCazJxAL2qW/W5gz4OUpp4U2xPxbBeBnoyLnbO1jxFbJjhXmTqS98zeY7Q8C3aEYAemgQsfQ2/rECXZTQGEGY9udj8cVvY+p4HfJzXYjKOO49wJ7qQ794uQ+IOGRnypRHIhtrVoJx0rb3RQo9hy2TnepUO9ikLr6IJ1Y1h0l7EOUlaJJMNgkWDYS4UAdL+waDQ1J50xOe4tsP1y99geDGod8lqUoD6pcftExEQ2AfiLYS26y5rsxO8R2xhsJBbVcQzGVoGhSBUvAJR0NojYlxK1n3UHUXpu1F5q2KvlOQm+0Q9TtItDtiSCE/qVFT6KAkN5jxAukFRbYVLLAAAgAElEQVSx0Uo0cMF83NrylHj4I6Z3r0Xroo63AKl8/Cu/H2oAhIzBuT+0hthy7hy/0hzHcRzHcRxnYfhMuuM4juM4zkPFkxktFp9JdxzHcRzHcZyF4TPpjuM4juM4DxWfrl0s7qRPPPo2Lz//bltWTAB49J0Z7TXaxi2webPNdvWUpq/n7f8lFwlR2znjquzHkjAAjxttuwtg3ZCCGgDipc1GJ2lMN11w3tkoKF0QKvx8TESTq8BFoo+IWI0JNLvA62WRWJhwlAkxAWDT2e27wEWXrX0dbW9HOBoaHxDdHOFoXIJwtI2aEHJLhKNDAhWOMmrCUWrbW1vVMZJKWfaU2CYiKO0TcFkUJrViVGC0K9saVHFBNI+P1mr2wUDaAoBHW3sWbAfFNrWJZy/7HoMe3idTEjzrLgpL4RFb+jXQbw7LNADD2kZtCQOvYyAXKRODpg4YGh/pSvqrAly+Ym37SysUHVb0nkoJPbA9a7OV1C5KbR0rQESyHE0dLp+9rck24gLdDO82oC1LqjTajX1oe4aPQmlPsvAy4k664ziO4zjOQ8XXpC8W/8jhOI7zInlZpvwdx3GcO8WddMdxnBeJf4V2HMdxCL7cxXEcx3Ec56Hi07WLxZ10534RBiOIFUk0i+Y6ihGOxgBsiC0r6ypZQNdETLqOo/CxbGtd1CtSywLKhaOraMWvZ1FMpkYm8Kz1tQu8D2VfAS7QHNsi9VIxqaArTEV4AjwmqJ3aM221Kkxh999NUYobFcBAFKJD4MLRDRlZT4SjilFkWhLIwBRjJtMSIbbbBMTCVhUIZN9eDmoEobUkhkNiHw8EQUqRqYBZDmqzrvai9JjTsZK2Rttafw/r7QUQk5VYoCzAgAaecRSwwtHUkYyjcRTDlzDR5lARB7IAAUM3pok96JdUsjUfGYPjOLeKO+nO/UKSie4ShDuoMVgHbRW4g3dWepI7avWWrIIYpyWKbUtkdJxtdBfe1iraZOiraJ3ZWImMMmdczFbEjlfAnfxAbEPFIWfESoQa9qI0Bxah57qMkVGsw8T2C4uMUqNPJLKJ8nOWBDbBZVJE2gfbgShAX1wgCkBJdJcgYpz0PtnzMOn4UlKiqmCvW+wFajuoeanpINgSH7kLPGoN218XJKjGkJTOMpbXh0LRs6gcobfhiybHnUV3YZR2NVuVGbaBR5JhSLIvD+Kuw73iFu6Bzs3gr8OO8zLj65lfevwQOo7jOAx/HXYcx3Ecx3mo+HTtYvFD4ziO4ziO4zgLw2fSJ2pZRWUAiMiIUltTOKc9Ztdabxhuz7aVW2hfQgJC2/6SoGYda5DxX7nqjq1JjzXRIhMsHhE4lrC11yFwgWcUu5aXrt2W+hjKZbCszlpfa+WsTEg5K6v1Kxypl7VfjrXWFqO26rJ1+zmoti9jkRlr0qGCVN6PEl+7zcSoHXi/2D5gY1CtHK8EOuVTjivo2F/bviCSdfFsDDGQW7ICJIko7Wuq6Ssr22uZdZVciwq+HFxFjaBUgd0OK0/mgZ/gbMey50ctYymzZW1BKrasrVt8LjU+GpufoXNs2fr7Iyg76MwOAm1MiNBqd6O2nsxosbiTPnH+3Ur5X7VftK1p7gHg/C/b7LrLet9KVk+B1bPG9r/DVf+Mx99pswOAV/5rm50MzeOKqy3WZ2Uabs46ihHGReGix1fXFSEiuWG9trEPyppg8bUzWykTbnYBeLxmttahrkV32XRWOHrWcYeciRYfrfiNm+0DZsuixgjGyDcl9EWFiEmBMRJOS9SV2stHEBuxZEbAl2ujIFFY1AoegdGRZeWMPql52A6Jb8+ElNvK28CTLRFYwkY8UQWeEOHoQKLO9GmM+pKTdBSvlv19PCj6ZMd1MRAR98qKZ1lbALAhCujtwPdNIBMBF72YF40+AZtobQfysnXR97joD++zSYFhiNar77bWyU4RGFa2s7XoKok80pmDPKxtWypHbMu3/ksedYYRt8D2rM0WaBe0Dpv2Ood1Y9skwk6tyu0GafuoyVYABJDIOYQO7ftqy8TKtH1FaLR1loU76Y5zB9ylg+iMXyle5C4X2IlKhdAoKvcBEeukO47jONfDnXTHcRzHcZyHiqsTF4sfGsdxnBfIrBl//yLjOI7zYPCZdOfeU/NrbsPfuS0fSkjdczJlzunXLFtmXKlg1nFgQt0Z29/WeOdgVn8Q8fLcPgird872lWUpbHuWXkgrY2guk/pvzLZW73X2wRxErEiVXYs3AxvVba0hmlNv4wnjvLy4cHSxuJPu3CtWwaavj0GwITehTcedTCawZNtPmT1zp0EAbIhoch33Tsdk25F+jRlH93VNtps4imJLW5YwdEMylsbAs4ier2xbpRhz+u28s7bdLgto/hjP+zXZTlFYStsoVhAL2P06tSWkXywqBzsuB33Mx3sb3xMrEVukE9OPXHCY94uJQS+H/br2U7Zdr2b8SUchZLk/mGaCCVpV+f6+HGzW0j6RZJu7bJ/li0IMgu2gB/1SAKugxEW0a/t7tdfH1IeSIEr1key6jYFkeE1jH3IUwEVv9wHzZZMCFxhs5Jy0hUrRsVDxnjoi2kwdwMSJNDoLsVMBIhM3EkFp716649wF7qQ794oxWsjhAySSstGWR3cpHQugFlJQaBSUWvjCMhV5JJFNxmgpLBKMNEdGCcE6XVHEvLwA3LEBeOQaZitSie5C93ctuou17YSEliTjqtG9YOEopH1yKqoahz7p5Awesoo87BuL2rIix2ublParjKwCjOES+8JLr70UjefA4Q/lCxkwhXW00V1WCpRHbFDFQPq1imr2QUjABflEwEMwClKwtuy6X6mY46DkuhtDUyqk6FdMdn+NL6wkQg0LM5uEh5+thkpkNwRW75ypUyWfE1wlfK/wyAaLxdekO47jvEBmuTvuGzmO4zwYfCbdcRzHcRznoeJr0heLz6Q7juM4juM4zsLwmfSJWvbN7iJL4ayV/8f4d2sGz6leKm0r/j9uC9va/2MUE520zdpv7W9rFtMZtiIJcdXW/nqVqpkxS85WVowZRbAmZ/o62qV4Ilw4yjKWrgJf93tG2xKzdjsIcEbEoEz4uYq2X2G3Hrxcu72JYtbXdtLeVxGhglS2D9g681H82m5byzjKxK93tSY9jyxSRjkpr6jWbKE1mECztia9T0qzprNzlmYcnZFJfUiKVKyxTsqSNAHdYFfi9ElN1tdJeFraBhnXyx+2JRCyvkfVlrK2gFHQWhJEEcla9zOimRxUTXLPPtn9qDpeNy3JqhIR7gLAhSakUgOQFANb/92RDJppGDM5l/Qsg2Ua7Q8aC8DA7smkfQ2NzyUZ7TSQ30FsL3fr5U/UCW1vH7oT2laem3nZkNqfi0PH1/sTkgZA29ytYYZblhqnwAXabOssC3fSJ7qKc7l+wkU6c+qo1dtU52W77eppu0O9edJ+M9q82WYHAGd/1WYnivXZRZPpo5XgtU2by/VoZcWcNSf9UWcduS5wB/OVNRE3VmwfkSzemyjGGY1iI0rUnXQbBSXILkJN0dZZxxxcLpJlfWUO32jLX1RKRIDzmkNPxsCaY+LZMurMMbp4PSedjavGHMeXMSTu6PfJukfbxEMosigmW+Kv1frKxsu2VwBPiTN70dtoNn0SrIvCuiBWcTkULwSJ9ysGuw/6BKxJf3mEHL6/WL9qLzp0e7UvNatgx5B0EgAflov0pt4hAQPL5p6YInY1Oo4l/caWdWLFoxqAgdwQAnuTTzBvLzVSbH+GbjftotbW5yIArL/XZjes+P5ipAhNZH+xavsOqfGOFEEi91To0PYMFSgGHOmrr6lYLH5oHMdxHMdxHGdh+Ey64ziO4zjOQ8VXwiwWn0l3HMd5gdxW5ljHcRzn5cZn0p17hZB1y6wMGB2esry2Rpo5UjXb2vasX1Fw4HnJrrxsj7U1lZXNsbZqiY9YYpra/qKJk0hf2X4FxmQxbFx5vZOE69h4WX9LumK/zmVObo85GUu5rlDGzEGFXQwsGZBA5DDj6GRbwtZYs/XcU3lJImvik9p9o9P2ZXZSALEoC1ppXwSx2AdCtgfGmaUyn9Oca5FdC6myD5MSkSuIrQKH+VJH2LWklTEwatciXeEtiScZYmW1xs3a8VLo6dxLfLp2sbiT7twrmJgzCrAh0T42nZh7UxeBNXkqspTh68iFbdzWRkyJAThfH/ZLwLN1brqxvzkBu+guhe2jlRWpCvi4mBi0JtB8RMSgMdr7u4jta63eIFaoWn1JEJsVUlBJvljzKVpFnjMittAvxZWXBFptgOmwVmwve9iIK5V+PSFZNQHBJclOyp7RQxT0al8eQpkSXoHLoEhFR3pVrMT29UKYo65YFxFXBh2vhdJ2SMmUBbHRkwAu/FwF+wKTANN/ALggtlFsmQJ4NljhqJIDebX7i/Jn5EVngJpoVQDwNDCVLCrpkokQMa3sCSZTFBRCKVRtFYI6jnMt3El37h1mZpeE8wOob3Q1k21sKzPxzLa2fcvseG0WOoqYWe9js4e1GfKWstrMMLWt1MnKWb9q+4VtPycEY9XJfsEZO2n3iUNfG2YeGnKitpyU7cNaee3YKnFGzfYyRqIrJ2clm/Xfl43HsHTxggBlVMRpt7Dzg23PhsvGmoKN+hJJO2MfyBjIOTv1wfi97PyeYVv9IMRmx2tQW7XlWpuJT7xjzv1hzqdD507xjxyO4ziO4ziOszDcSXccx3Ecx3GcheHLXRzHcRzHcR4qHoJxsbiTPrF6BjAxTry0IpmQePpllu1TBl5vzda0v+WZTEOCWdW4ugBikYFMEhBJisDVE9uvkOb1ldjGzmYx7eIo7DpoSrSSxXO3fjwLKrCJwCulwLGyHvuVtRjhZgyjmDOPU6A727KKVUU4+irp66oiHGViTCYc7YLgUZHdW2Rsv+zCOlpB7Ci6tMtFzzsrHB3XebcJR7sAKsJjgtg8u+vUpoBnYp2Wu+bHAbDLW0UrYlCWeVHB00rmLEnjVltkbHYCX2S9ItFGanXG/ITLjucl2Y+5OHESRSpsZs0Ee27obvsp0sx0OPpEsohizE5aCj8vBsFQHMdBgXXWVq+TZkOuDrtetcVFojTjaAKe9TD3A2a7CnYMg9pP0AlA2JK17qLm3pd01HcaQawCfXFseuWZX/u1vc8OqcfAjFcsi2gPpOLxr2LLgPFiLLOABrKzFeP2pThhE6x4VWUUr5asn9hMpimAnuAsi2gtWymzVWIbemC9brOtXcgkG6ymcyjLEkvqrWUGFXIj62Gzo4ZRBl1seyLjqLNY3EmfiFvuzIYeII4nArGNFTtWXrOl/WK2yXoy8dLaSgJWlzCP9rglTvowo698f4VoHxJdtBFLxpT29ia3iWMK+5x1tLYio9PInNnSiYgiWJN77CZaB3cVKrbkSlkFaY/u0gFd0VgXgLNyXNhFnSn7RV4IguxfPnLOyPYs6s1Ub0nVlox1ldmtMie9Y8+0mpM9nZrkvbNqO8Fi5JW8DE66sSOxDlER9VbqOzgG2d+l01jWu92FH1EAsVBzqgJKYihOL4CjYz/+HpOY60sVVy+rSfeRTkQUPYnukh/cyS8UjE76kL0QxIQsbMoedt3KIEhkDD2xVRVocYJFHctzko7jLp30BMFQtDW9XJQ92EQrdO10Gm1R3tmLSQcedpPevwEiHJWKrfC3ZvO2JuMxKJ10vbDbp8DvB92lddIBYCAHp7uwZQAwEGeURa1hLyRQUm/l5SVFe6PTAAhx0sMZv0+RseqMae1EXbie3BIUidR7dW75TPpicSfdcR4ANx3UJPcfnyswwJwOsZB1p7Z/ngHf1E46tT9MWI9rttcSxnpqM/sCVfsAMf1OfN6D3099wJDMdnJKr7OLWSSk5+mX4zjOy4I76Y7zALiJAFv515BphjSP034wsVZOvCkpm8pPzaQzryt33Ok2pOwUZpa+cTsTKH7mdqz/cvQHW09rX2U/a56HUdfSCNNE6+EvqvtlJVez5LqfENR8e+xnljVzoKeZ5Dz8Zn6Ih+z3Lo6xCgfN5hd361PK8J3T7HY+kfv0RcfcdJyXAQ8hsljcSXecB8BNuCo8jnTl9zlO8pJnxZ+HlrZbHPlKeGuz7fN8lcDh8aotkz/WTcn+yB12ObDQA1s5KM3KizoO2s83qPRBSJnjOM7LjjvpEzW1GhPI1LKtXTcLm6hdJ1hLWiGDbY+JOaUicg3Jjk0qwtHa9mS8NPV8EJMIr56wppK0p9we3GlkAskYxrXTpXkMgBBbOga2jle4LVvPvSZizEj2wZQIqPy0H8m4pn1YjiEEW++cvtbWpOdFV7OxwOFM+MSp2e18JjyfRmVLWk7Nmh/bpkbLpdrq/J6yY7NU+VhqHnL+9/TfSfnvp3LHT20F7NcCk+MJ7K+rPu3Xr09LX1T16tzID920xlulXN4qV78rxttZp1PZvlsxW8o8LelNup+JlyBXfViHfdv7w62I5Djw61apOPyC3o8U6+IADUnRl/cjHb80lWvCV6JIRVuDKgaSSTUGeyppUqPRGcdg+5qCIkV7Yg9snXkiivMpK5WxTUQpSxYxC3bPpdL4yDOspYytUQf487ZmS4WuydqLWlsFINGutac+g4Je8EKet2V9VzXYcqZLqCNQ0wclZcDVTcJn0heLO+kTgTi9QKVMucCG2R4TpBrbHpCiPAxke61vXwpkhDvTo3CU1EEFQpVU0cSWiSZZmvcoXDjKxIlBeMQT5syed2LEmKNI1dZ7Fq2w7awTastSc68icE6io5yzoAVEPNsF4HGxvQBYd/ZFZRUORZrAJBy1z9oN2T6IFakC9egu7PFxJTIdcPjcZQ7vQH4rHfKpzHgmlTprTjoToOUsaZFyJWqLtQN/cNbK2Mv8ZFum42TXWNz/Nv3chb1t0lGUqNhHDhrLxnZXQcxu7hNwufOsh7T/fRVGh31ImfBz57TmdQ4kYykAPJW9yzKJXKNwgSWLIHUxALG3tsw5AoBV4U33yYpBp+8F5T541o+Ofk7aiVHZpVCWXfR8XGtyjwqDIJB78pOBROdSGZ3vg7IADJV7fRmZRAHE4kanYfevjIY2AFo8ayRwh5oJR5loFGh/Xh+zbapDxueyeafpiG2wz2sN3KHXOAZgKNAy9S5Gt7tVUJoQdhFebC2mLffOF48foUWxIGdiYZxaanG07Ja+f8+pttm25sPNGETrfpmzveOUPO8Sk+lUPrXcpqnh5+EOT/Br33vu9GK87vPnlp5fL/0NyZ/rzvPjM+mO8zJzlw+w6nIVYnuwREUPy+ZsX7ZPl7s0PgSXEIpR9PjUyOTV1fYLYI95ysro0ppsXUiQ4z5D+dv0NXwXWU4zm3S1YHxcwiEJV6ERp6FMX3Qk7JenaJLdqhvdL23ZHVuR/RcnUcWgciUcZd3ef51SpGz5QL+kryeOs3TY+ilnEbiT7jgvM0xIeJttAdZZP7ZOvFxvzpa2tJRVbZXbnloCc4o5Dn2+ZvwUufPNcrRMLxyZA2y2P0Zt3JPzPih/IOfbTV/V8+W1ab/UeHqPiADizvZiEKjowfJ4ScCUB0iyf1F2yX+wj0E+9Sgftuj+v/McA31QqO7ipE/byeGs9dXSsK07647jvLy4k+44juM4jvNQ8WRGi8Wd9InVEy4iWX/PlsdSObdj85YtEyLylCO2pbo99kD3zNrFS9uv7oILR7ut7e/qqW0rJCDaLG7dmmd2W5FwCq9u7Pd2kX2WwYkYgFcLUdcomrQRGdZxFIQedFXGCCQtGUfXUaiY83xlI76cR6GiLCYQfbziGUeZGPNsJUZ8GmQUr+bUMqmOGUcPC2MAzY76ylqMSDVWxLOlThkASFbpfTlwqHA7JfzM62HLVfLlMGx7Y0v6VFsa00ota891yKeUW2yZaVBbXrNlD9m8/fz3QMZ78HteXpyfeZSirC9dB2hx3Q5pnGEHxkgtU+STKVNo0n2W0e0wCk1zkgIX/X4JTX6alCuoRpHq/u+rOmzWdJwNwCMioo5EpLoK+zFcjUvVHFoFcBGt8HPd2+s27bYvbb8ndh+sAhfTs9U8z3o1fQWAy85e5H34HjCQbJkGAS6TjeYSBitW1gAMWxu1JAxW/KmRB1/QzopUU8+jvrBn6LACErFdM9s1aasDOvKw0Ej2j5AILcHWOdXLBLAkO+pweWabr9zoBuLCCYBU3ADHeC+2LVnEGkDnGO6kT7Dwh7VyqXyPr4ZLbLQ91ocDtN4vGnWm4kmZ7RNtn0VYGMttGfNLaMSWim0QW14ri2L7UCY4mfpJ28IM28a+zrFl0Wmm9u14reMu4C8qHYmEU+trlWNLWI79XZYxp7z872stdznRfgu3tSLiuvWy7aVSflPHK/+btZUtezFdK86vlJ1zU3KivHqFIOzuLey601356HTwdq6W4mfb57/fxnWbdN/vq75qbXtrC7Ayu2RnKmvtq6AisKfXPXvWsPt/5VnTvD34c0UrtvS51PpcnGubyA6vbM9uNMxWZ/gRtX5V186xclumAOz007F64SFEFow76YvH11Q612eOf17lWObP6e+ac14rK38/5tTnfydSNofbFhZqpY05b0rT/shnz/Mq5xzUfB187oRfhxl9CTKGO1XVqw8XQfYfQoKMfZvCMJbsEo8CGL/KJRzGSS9tb+PjiOM4zl3jTrrjPABuxGepOcnHorMMRVnL0pbSWWdiyFNfaed4abf9xTefpWL9KuOYl+ROei42PTlE9lIlh8LQk1WUs4fgU7OdrS9g/xXtaokLBFF0FI8qIHE/mH4XpeYqZHsSpN2Suj5l7xZiv8RJJkLdDjO/GjnOQ8fXpC8W/8jhOA8A91mcJeDnoeM4Tjs+k54T2JRdZbqJ2hJiT2xrdfZWDBoGvn3o7Xo21idR0GxpcSDCUdZXThdsBs0aY7zkQ9sYbJr6cf2lrXOMnVx0VYAu2mFtOivmrPX1rLMr91YkMyhghavVeoVn9tyQeqPYsjEzqN0PKyKIjTLOVJa7rJMxrnXZ16Ni0LKMzfjWRKaa/X1Vvitks+85+Ux6KTLNbYB6uMVj29R+v0sOFlTDnrQszjuzA/ise75oOxTlhmIfsmt4+r2iI6yeM6UOIuzXr8u0jEUBkSm7qF7dwgZyaAVj1tHx732Gzm6XnbTsdNp1QLMxsmtxPI3sPi/vR8AYyrHU5Axp36+8zkFtFtEh2Os26XifKsdwObBDexj/faKLMDvsrAMSyaRatj/2QTGYT1Rigxwods8EcnRKgaYKoL0VWNa0WoxAtgcqotbK9td6FVT+DCxFtsA4rtJW004MWj4XyOed1jEBSIgI5JNiIhcpzzZaw1+bl4476ROROL3AzpkljjPzAphoE+C25c1wwjjeaYzkYuyY7WBTElfEoAhb24cw0DGsyP1pFWR8UJjyii1xstlX8yg2jPM6CNZFYag4qOtoI55EERoFZR3tfbMLQsdbRmYBxgc4Gy+LorKJYsbVBeDx+rBMMD7Ay36ddTw6zIa8aHQgt94B3MlmcaQT2peY5Ha5h3Jsey3+ZuvQa+vfy+Ibie4yw7aV3RrrZlvqkJPyWuKm6eTKx8Jinw9lv3b1kYhEiFkd+TZ5LPerzXK15r7qqbTLfouYDq9cLWOZlr8k3b8fDpK50rvxpZ0zXO6G8aVWdz3Z94UlNRIRPCW36lfWtuytSzUTDL0AmzLDO8Z+sQg15fvuuJbeOumPVra/F4PQF4o1ObdEBMRHp/c+QNEXz4XtAP4MS1urFtb9/i7rtQLLgUQ4CxUntXZDYM9bckMbyLoroBJJRohIFfXnpXn56Iit1CfLGvulZO2JVG9S3MlWc/PRikM/CUQq1TsvHD80juM4juM4jrMwfCbdcZw26Ox4Zfb81Ky7Zv9ue9Z8zkz5TS2JqU00MtiMeQ0ltuO6kEondvWf2gc02g2L51f05UrNqfvPUuXynun/d/tkWup2kIx2N4uehzwMIhh2081TnPQg45e9aRZ6m41rlYlQHceZActC7CwCd9Idx7l7jvlRlS/Ds+p5EY55zoEDi+db+nmV8/7E9sxxL+s59c102l+nojxoZpsv6RnXe6CaxGnaH/mqGNm/d8UwhmhMCgzkhSEK6FKOaWmayD6ZkeM4zn3BnXTHcRzHcZyHii98XizupE+snnKB5uqJFYfEYRSSGNtntixsucBl9dSWdVsecaWsV3TsayloXT0ltmkUn5acvWXEPJ0Aa3JGvLaxM2M10eRrZ9Z2HcVETogC/MCZrWDT2Ugw6wicF8K2IKOYsxSOPuok++y9b4uJOV9dByIc5UKr10hf18H2CwAekbJX1nZcgfRLBHi8CkZou4pElKvgYtBL5bHHqXCUlCV9TuFoXl4RpE59OSkcJW3RJTAkLEitrzkvatb11NKW2qw5+xydnw9sBjwwoVpteyL8FM3+zvoV8zIh9WZitLJfsmtrt9kkPl/FvD/jj0PaR2fp014smi93mYSafQLOd9fSNjv25b0AAJ5sFY9J5vfvktv3JgouinO5TzZiigJYhWCEo2ed4llx3SUFLnp72nYB6NNhfy8GpaJ1xrOtYtUYceuty3H/HvSrA94UshOgNn196O1zRQUYNjtRaUbc2u01AD1R6mq0As0U7fY1UsdtE3kAyDC2V7ZlLhsZ+1r2KyT7bNcA9Cu7D1IHhLIPwvtFfAMdOgzkxiDJjnXAykR4ESgCeQDoC7sROq24k754fK2Y4zx48jSd7JbQulzFcZy7h0V8SQu6WBfUFecQd9IXj4ugnIVzatb6VHZSHPn9uiEay348z+V0anxz1pznddEQi9iv3T5VJ1uzPuD6D9yp3rwesqbcbJOvT5+Esyx+e04pJq6EruyCYEu+zuQz2lufFHQc557hTrrjOG2cWgKTO1GnEicdc9xrzna+tOV5l7Pctki0FTnRl2qcdRbDOZtdb4nkQsnqzWOu5+LXACIc1f3fKod2ef/LF4r8X60sN6EAACAASURBVNmNXf0x7Jd49bpfurLW/XKXy2GKjb7ncMmHT3I4jvPy4k664ziO4zjOQ8WFo4vFnfSJWgbQasZRVgdR4THRKJSXh62tO/Q2K5nstjf9IlNzsquDrhkgtgQmvlqFWjkTmQIdEU2y5mniRbGiyTFess22yQSt44yctV0T4ekqcOHnOlqx2JpkUhWMmQNLVsGKZ7sAPC7akp0gttw/MZ/BnEjgwk+WEDehMrtNzoOhZkvKeiLcrAlD2XKTg98rdbUKS2sz07PCMd7gzGujiK86a57AZ5pNmR4ud7naXvb1s+UwtdCM0z4I08ZF3fn5na+Fn2bVJ9Fcfs7lAtQ8Fen0FYDtKgVWuydUSPtuDQcx1nfCUmF5OXkG5EcrnnGUCcYVilgcx2e94jKWdsC5Wr10DDZ7cJ+ARLKmrsj9SAEMidyPyLiGCJqdlO2DdQS2ZVvKbbexBz1ARvQoo3DSZOasXZjkZGaZPaFWiDkX9nyf0tyeZPe8NYLWW3Kfar7IYNtrzU5aG6XNTOosDXfSc2oONbVl3lGF2kXXgmj79kLU5ldlh+PogppMz13gTvYcOvKgW4l1ZqekJGZ74syuorWdHHfmZJe2UYQ63mz7MxIdBgDOO1vWzXhR6aIN0NEF25Zg7L+pooeNzjKtzS5P0R7WYU3gEVdqTj6N5EKWs5xymFkCIxRl04NyjkNf9te0P8PZvq21zOX+ri5hyfogRBiar10v17RPVFK/73+vXNetSY5yJ3uovGFPzQ3ZNlO7+Tr73Cmf6k+yHydZuhMBxN0Ye5XMwZ2WuwhS6fWC32PGH+wYLsk5M6hAipNOOjGnV1IgJRtQJ+n4UnGwPYBVsO50x7SFKljFNsd7GwAlzizbB6sBZlxJuW1KikHLKCZCIpvIOCPCoruwiC3ljX4u9Hl9XcgEmsr4BtTC9Lwt9wEL8h8GoNyvxyj7daRPqbjRCBSJ3CTi9FBx4ehi8dcox3Ecx3Ecx1kYPpPuOE4brWJQYD9Dm89+s6gss5bDkN9B6py2O9ZvzPj9JmH9z2ePp9ngUvs4ffJhYszZDZOZ8KHy09ReLvysxcufbPMoL1fHRg7+72C2HBjHrdms+/T/uf2ujyvJJyrHP0QUmnV+m+xyEsdxKlzzC7pze7iT7jjO9VhKxJSclj7dpXM+QdeUw441Xxqj2Dvv+cb5J+pToQ5bfy8/e9fKj8HaYuPObfO16jfgMKyCoL9JfYHzcHH/1XmBuJPu3C/m3FDvw83X/ZCHRc3ZdZw5+Dnk5Pia9MXiTvrE6hnQXdjyzVtcnc5EK2dv8bpZ1JezN0mdlyS6yzD2LUd0tC371V0A3WVhm4Bui9Kbe3wm6IoZq05sBBMAeG3DxUhMIPlKJ0aM2cUxEsrBsAR4G6n3rBOjcVtH4NVNOHiuhF0UlLKtR0T4GQNoau1XN8FM2rGIKwCP+PJoxffBa2e2bBNhokREAcguAC5BxKBqRX4KKyYFgEvlsceZ7ZZ4+QnHY6IPpAw4HSe9FmToSoQ6I1JMDutrvmTi1IvMXc64MmHowe+wS0JygtqlIgB/yObnW/57qW4E9hFb8ltVFNsXAdCR7Tvs+z61G5CdB9kynpjZThdwHmlmGqOARvXosrauBJSdYLtra3vVpqAjY32y1UriI3vzi6JG/7tN5DTV8d5RnkpPtmruMUmBVQjktFSTsOms4x8WWP9XEXhCHjVbcn5HETwr7gdJub5RoLgsghekoBikXLomOzFksR81jM+swwp4lLTVhkR3AY+kwspCByQSXmv91JYNZGel6eTKUAGEjKt2Y0nRnrepA8LK2rGgEKsz3q+h2D70GC5eNaaCHoE8AFgklx5kXzmLwp1054DSkZyNWNG+wJb5EjjnVnkRS1lugumlInfWXyRklY3jPCj83HdeIO6kO47TRmuoQi3+PuYw1yaxayJSZvc8PO/sOWtvjkPNvhbkM8rP05dMVHkQrjEn/52tGa+FdizJjydbc67Yf1HRqXM4zESab5OZmL6ErK48q2rZ5lTNrn33qZwb5SEsKfQ4f4vFnXTHceZzECddD8uA+nIZtgxHs+2fJ7rL88ZJv6nZ9ucVuV4t6QBMKJLKUg+6Jr3mmNdCyeTJjEpiXk4iwuTtJPvzVX9YVwbsXyiulsboYfSa2vb58cxzFmR9mHI0PASfynGch4E76Y7jOI7jOA8VF44uFnfSJ+LWiluqtgMXgzLClotMWVuitlySFYiK7soL25CsEEXSmF207JbYdeGsDKhkrAtCs4uy1NrraFNjBxFsohWZbkgiulWwYtJphYARfkZgU5zVQYB1J2YfbEhmz64iMn1lbctq+4Btv46CMmmpTLOLOYpRzEkzhhJbJsZkGUMTuHCUldWEo3nZcGL2nGUknSMMZbPmdKad1Fn2K+fUkh1W1/NOzZYnXG0dhmT/DspZzHRSSW0mPb8OrsSmmQCZCUvzeOcHYSCzvkxp6nM7wO7zDuN5kotJcwGq4PDcCEW9+fKYfHwsS33c2+b3K3YtDomvLtqQa6HvgD4dGkcBhuJ+kBTAJUzWU1V7j+sTALUZR9n9qE/8nlre4wAgDIKBfEFak2yzSQ/jyk9jOCuEqwq+v7aiGBLJzKkk42jogVAMQgIXiHaXPDupkp3AnqG1LKRMoKky1n2qXtExM2jZr9DbejUACORa7u0XIklATx4s1DdIPMs5C2qhAanoQC3jaKAPAGdJuJOew9Tmt/XxVEhbYbDlMpB+6eiQG+e9/ft9FBinsSPO8FwiefpFseXTC0H5UIrB2nbBZjUPAnRCIsmIHUMM1kGe2rLtCxXP0nGRfk11lHRSmaxgyz9aHdSE0QliTjpzhsswFZMtK6OJi7Ltc2e6LMvL86UcbH16zTFvdchrS01OJV6q0bru/nnInd6c3BFl11/uhLMMPQP423U+FuaEJ82WvuSLu4t+TX9fOc3Z8QyyX4JTjm3A3nlWPYzoMrUxtZ+fJ1O/yz6xfk2k7PfsOLNrcdMBA4lqxLLUr4NAS8db7HU/ieOlcFC7AHTleSdADNZJjwFIxsFVE4UL4PedFJSOgZUJqWMcw2HhuBJJzf3v1nTZYeDneCIXJnuG6nVdGiX1znwoBrJ35lTB/JDpBcjUa21VO0iz31K8GDuLww+N4zh3w0NfLHwT479v+/C+jcdxHOcG8Zl0x3HaaFnaMv0/E25qYXNlm9VT/g49LDu2XKbW11O2pQ1QX0bzPEyzxwBfqpELSNmMW96PfFZdakY4NBBbdPX39LU7j32uZHZt6l9Z/dUyGLFfBMqIMVL8K9HClv0G7JfQAJUp5SNtOI5j8TXpi8WddMdxbo5T4RabHd9GJ3mOI91iexuJjfKlHGxZSr5fTjmouW3rg7Xcnv19YM8Wgs9g6uNNf6e96WPtOI6zcNxJn2ACTWC3TrwUkvR1W1PW8zXlbHvWh5Aq29t+iShCmWFPxnWRRmdF1lUGUgaAronsAs9OWisry4Ps1oQXfY1sTbmI2V6ktqbcjiFKvV+hXP9e2QfMtxrH1bZetLqOds6adCMG1RkCyyN9aOnXVEdZF1tTXrZ1dJ05Dmfiy7XuNQeVbV+OgZWdct7MTP5No1y1mNPqG8/xoWuz6RMsnGJZVs6QS2FbzvDnZWUd7GtC+d+i+3Xp+e+sLfAyfj+r3dPsQe8Cl3KU95OkPONoT+5HKtP686JOEWjZh8SzprL72dgHdj/i27Oon6avGO+JQ1E+hHFd/YGtAkkHWOEo0VWp7kSX5cJ49lyUyjrvSplpSyrrvCtvkabeXfumuBLUgeZSSHYMqdIv6lskQFv3wXSj3H/+Gj8M2nODZSF1loU76ROrZ1w9vX5KHGemzAOwemLLYiW6S3dByrZWCBK3vF4iHO1WPVarw+1rkU3OOsGmUFOKAGtyzT5e2Yt7FXjUl8drYhvHSChlv86JmnPTWZHmpgMere32ZyQ6zHknpl/rKDgn2Y8frwKN7tIaTeHxSrAiXsCGOUG1iCulgE0xpmYvbQdy859sy1OxJ7PQtYgtl0ykVbGd2j9Y6pJtz5bA5I4x2+6U481eAkqYF1Wb0W9VvN2WgDSAR2+YqC3TYM/S/Nxjs+q5E1VbqjQtxcm7dFWX8kgv00WTt5kK2yuHvlg6IwCi7n+/ErHKYVSX6f+n8+TgC4Ps/x6y36f+ZPtlQ4JnrNc22hRgo7hMVXVDaWe3vUoVYBxfNc7wSoEBYmyHpKYPFwNfA8X6ELZ8MuHp1hYKBM+K8zApcMmChShwWVxjQRSpuJhUgYuhJx+jiDOaAhDIwRlW1nlOHb9m2DM0kQEMHbAmz9B+BRM1ZujGPhywc3ZD0a+amDN1MMdsdTmGyTmwi9zn6DdkDJVJxO6S2Co0ZeGOdkNIyT7EruTLngJ8sbiT/oDx69K5dXzZwbLhPuD9wc8/x3FeYtxJdxynjXwyLF8WwpamMNurv8nXg+n/Zy93IV8NSBPV7XNq4SRvEraEJEcrv13FNs/LdG/LQqmx4xFgxzbo4Rv79OEvn4zLv6BfzWJn7ZVLoKa2pCir/a26XyZROx9CsY1UbN0xd5x5uHB0sbiT7jjOfFgs45pjzGKms99r9VwtnZnpkDNal7vcpqOXO661dvKlIDla2JRlbG15/ne5TpxtN8GSCZXHMF/OUtaRL1fJ16Wx/kr+g+zXvgdiO42hfCG5cujZTnIcx3n5cCf9ilPTbAWt2Ulnba+kvNaO7W+eI+SqDMJ1WuTZJUfKqW2lZ63wtuz6+arOjI1XZoyB7q+6bcv2s7muM1g7bdlpdJOO57HTsvr7jA6wGdK5PM92L2o2lp1IteNaOudyxLb8u2bLaDm38r6wrwLsRaLsT61tOWF36isLaxfjLZYt9Wu9xtl9Umq25H6UL9k/aTvjfoaabW1clX6xtkwdZKzHT6vi1ym79kGx7Moab161Z6gRo97AxSykD0LqZhmBr/rFxjXnCdI4jmq/jlxErh9dLO6kT9AoKgCLojKKSCoZQ1mZEXzUtieRYMJAlO1K6w2SjLo/yCjyLC/PTWSZOcfyEhoZJfJIAjQKCs0CytvaRJshbxOFCk/HNNqH5eto02Afa4sLR63tGd3eilQBAETLMwpHi/OICTQVo/CTiUyZLcs42oPPRpMsizQrdE042mfb58sQ8pnyfNZ7KlPy+7G29Mj27Dk3K7rLiS8AL2KpRO0ttBausSQXo+Z1MduYeVcH1xl5WKuQVObF3/lxKt+cE/af0YNmfZP93/m5EwrblDV48GKQ9fVqrJWZ+soT7owKwe2NTtV+eojJCjeTjmVWDEr0ggr0Hbdl0WjYKcsivmyizY46lZNaTXZTVcUl2S99sgJ9ANiWWlAFtsnGEElhgIbiRqNxzCJ6YCzj85aMjQo0a5k50+q0HbCL2CK2jEaHEXsg2PNaA3gUlp5cSwr0RDxL+zpDyc72YQpgkVzk9nLHOjfEIp30v/iLv8Bv/MZv4O1vfzt+/ud//uC33/qt38Lv/M7v4D3veQ+++tWv4hOf+AR+6qd+arZNM6LEya7ZVsIhtW5/3fbnVCskfCEpmwvbPpB6wwzbWsQ6ERulIZIyVme1X2T7ybZlewD1Gb2WCSKtlB8Lq9ha77Gwiqe2b7Et/z72+6m+tm5fi/hCy8gLzVTH0qjNIJ8aa+7snjpeed2JlOXrxFv6oLs/pouCnQ8t/WK2ua88/V3atbZVOWfYZMR4Pzk0PnY/YWXXsa3eYwg1u1pbpe+eYMcK8GcFm3gVjHWy1Wtt7753/IYsiXxOYFFUZj4UqR8wrwpeZ+PCcfOFomF7X5O+WBbnpH/5y1/Gv/pX/wr/8l/+S3z2s589+O3zn/88fvVXfxV//Md/jPPzc/zZn/0Z3vve9+K3f/u38eEPf7jZxnGca9LqGNd+P7b9NGN1rL7WusqyOX1cAuwF5phN7rzWbI/NtM9t71i9Vcc5Ny5sWR0AX6ZDqnEcx7lPLG4l0t/5O3/HOOcA8Oabb+IXfuEX8PGPfxzn5+cAgHe84x342Mc+hk996lPNNo7jXJN8Br8WEYXN8p/8Xffi0NpXgmnbaZlNaXvVL7X/qrbP+W848a+1nlq/eh2XMw35OIhd2dbU/sn9Qvpg+j3tu+wf2+6gLLev7ePKMSnrPjbu8jzIzw/HcZx7wOKcdAAIZdIAAF/5ylfw3e9+Fx/60IcOyn/iJ34CX//61/FHf/RHTTaO41yTltnollnru6bWn+ftb825vslxX6dPp2xatpsznrs63qf299LOO+fl5iF8rQk3/M+5MRa33KXGH/7hHwIA3vnOdx6Uv+td7wIA/MEf/AH+83/+z0dtvva1r+G9730vbyD0479yTV7c8jVmLIsoLduO9bJytr0RjvamXsGYklmKvq6iGiHjKBy1wp91ADoisGQZNM9IZtCawJKVrYjINArPWLqKYoSj62j7MGVHDUW9q2jHEHfi2XInrIjwtBO+D1hZBMaZx/JTfJ6db/ptmqEslyOwsILMNhHbqd6pbLLPZx2RbV9mmtSsrOxXbQzT79PPgx62m7eX93Ma15Wt7n87CNGYbV+OVXE4O1v+lpNvX5tlzdtiMMXewe9Hfmt5sE/nHguLWAo0JyZRZWnL1pQzMUf+EK2N7+p4iF1+Itl/XIVdlP2a1txed39I1hfJbCTrw5T1tLpcJzvPAqurOF+nfcqE0Z0cXje7bVbkabjpRu1LznZQXBb3A1XFNolJfrsmYtJeR5FpufcvB3vIkgJDtMeJ3ZNlsGLQQfl9NkFNX5Pa+5yqYhXsfTKpfdYkBQYV+84UElL5bEwVlWzsYUSiMp0YpS15hlZMqW2K9tmuYp/jKuPDsdRnpA5IRb0pACDprZkPkLS+D4xtqPgMtXHZm4QVjiqSL0ZfPC+Nk/6tb30LAPDqq68elL/yyisARrFpi02V2PMTPvTcSWcXXa1slm3hpEe+fddZMc+qE5QBCsLOGS4v2S5a2xhgyoDxQVWyCjyyCdt+Fawo68pxJrblh5RVFNOHIOMLQXkvWgUyrprjHYjwtLIPWFkAuIPHyqYlCDl6pMw47mrrrUVhGXAYiWWqtzkKCmmrtB1IGXPM2e81x7zmpE+27IWmNtOb75eaE34qYMKtC0ozB5U53qfipE/kUU4Okh01bj+1x8hFqFURq+IqEkztZUOyfwOxyxMj5WNgLyv59pNtHtEovy8xH6Ti9K1IoI2zKCjdziCCZ8X1pRCsk9qoL53d5TGN2efLd6Q1uU9LB+NMA/yenBQmy32f+L0rqWAoIoAkZeJZwSqqCTCWyH0y6egfluPqY7KFEqwzDozPOlOu1kGebEuYcrVmy06D0BFbGdsv+xW2o/2B6TSuUmnLIsfNGJd27X6IChW/2rg72VsujQDkLIGXxknfbDYA7KzGtDRms9mctFmvG8MdOY5Tp2U5Qc3mNpcizKn7lO3LumRizrGRE2Vsu1PP8vKlK/+hDJPIxKDOIe47Oc6D5qVx0n/oh34IAPDWW28dlE///Y53vANPnz49aeM4znOSz37nsJnwWlm+zOXYNrW2WJvMljmKVZEraaT25eE2ELWz5gpUPbSyuFwuM9VVrrMAxll7tjSGzdqnzCufJt1KRz1f3nLs64tgvyQliXXQyyyh05KVq7FkbaVsCQ07P/LtHMc5jV8vi+WlcdL/1t/6WwCAb37zm3jf+953Vf6Nb3wDAPCBD3wAb3vb207aVPl//yMgu09Sf+2vA3/tv7nJ7jvOy0/L7DizObZdbbnKse2u2+Z1bG+D2ozynL4yatuX68xr25THhm139TK0q7i2JOZ5Z+CP9XHOfnMcBwCg+L8AfHX3t7N0Xhon/aMf/Sh+8Ad/EK+//jo+9rGPXZW//vrr+OAHP4j3vOc9ePe7333Spsrf/O+AyFJFEm4iwRBNeMASKbRfRoJ6cp5jurSbhCfOIAmGAklaBJ5ko/aST5NsNJbVymsJnWiikEpSlFllx2alT9VRc3Bb25pry7Y55VyVM9YtjtixOuc6crV6T9keK79pajO/tXjiLfXBbnq1Pfv91P6a/s7FmvnsdnlcpNh+GqPicKz0i0o27qMveIXdqfNvorq/bVEIMOux2X1DsVsOTe5d/H4k0KJBmshNr5fMqHbvY88KwN57dWdXLp2m928Z95XZjaKwWbtRWWM92C8ywtZYV7anz9CardqBXTtx4OQbVAUcz4ck0DX81Jb5J/sLV/AhAB/a/Z2Q8JuezGjBLNJJv7i4AAAMw15sEWPEZz7zGfzjf/yP8cu//Ms4OzvDG2+8gS996Uv41//6XwMAuq47aVMlDFzcQe/clRsBFYNW1Gm1G5Qc2ktIJtqJYBT4lIr7GIBY3DmDjGXlLWO0PSzrgtCse2VkFuzaL7ef6mW2m470i0SfiMGWRyI8nZx5I56NuzTY2SwbGyuwy5BebL+OMva1mEGk9zAFjx5RE3OWp1I6sr3JGY66cLSsd5bIlJzfrC0UfUqZbVmW/82iuOS/5+UHYlLdlzFHjglLy76y/c2oCUjvbLlLpS0Bxoc+QGexc7v8QihFvQfbZxUcnNQ7g/I6Kc9DyWyHwl6yY31VV7Zc5sp30Uz4KXZsuvuffPtcixexF6BO4schG3/A/rqqPuHIjuz5fQ7lvWsA1l2xvY6XUjDRnmy0kyjAJYnEso6wGT97wZrcfNh9WjugJ0uc1mQf9OXbBMZD/YQ47mOAgMN6Y7JRuFTHqGPmlAmJnFewbz/A+Fwk4lUoe16SMh24M1tz3EulrQxcOBoCzLI45jOojHUa5982P7ZVEc8aOmBgtuTmNYm4D8oCbHQXwOfSl8/inPTf/d3fxT/5J/8EIoIvfvGL+JEf+RH89E//NF599VX83M/9HDabDf7BP/gHeP/734+vfe1r+Bf/4l/g7/7dv3u1fYsNp/K2Pwe6/fUvAjMLLoDAOt625EidxEHNn+XH2t/3oZ3rzOSzfh3r69W45OD/5rV1nYmQ1pnZ6uwlcTBPzW4/T/tzbZ+H562nZWb3lO11+3NXz6/aCVobFzs3j+0DOfF7/ndZVpuNR/Fbblv+Xdqy+spjW/b51LE4tQ9OlR2B33+LKqV+72m991Fbcp+u1XHQ/inbyv3fQWXWn5xgrGzuXryuz0D7Oq8KZ9kszkn/yEc+go985CPV3z/5yU/ik5/85NE6Wmwcx3lOWhwmJlo85Xgz27kPm3K2q3T+WH0tM+a3+dBjX8eBw/CHeT+YX0BjnovdPtmfDzjW1vTwn45tkH19U8x0ye2KNoT8m/qtYo9TKNrKx1A4w+OLrdgxOs51eQgOrwtHF8vinHTHcRZOyzKS55nNZ8maSju2jOfq92z72hKWORNXL9rZm8bAYp+XS2CYw51vz5bL5H/ny55i5uxO+yBm7eTHKxQvAvnMuZDy0jbvV2nb8uXklK3jOM5LjDvpjuM4ThvuADvO/cOFo4vFnfSJ7nL8x8rLdV+hBzqSnZRtX8s42l3Ysrg1QpAQlaaA3nRWiX++As4L2xh2QsqC82iFP13FlmYcJRlLAeAxKdxEm5o6CPB4fdiW7NoqBbGbaNNgiwCPOhs15nxlhVZBRuFqObKzzmYsPetsdlMAAAv8k2AzewIVMajyWWBmO4ki85lLZqu79ssu5NkXD+rUwzrlSPtMUNoXNlMfrkSk2TZa2AH7md1y1nOaQVeyXVl2tV22DRWswu6D2nIXNtaaLWPOjPss4Qf5LT/h89/ZrPskqsy3j9gvRs5vNfk5P+2PSaAJ7JeSlP2/in2elU/3kAAgZn0I2e9TPVMfOt07CiHbfjoGQbPxip2pD9gvncn3AblNj8eW7PBSDAogrAQy9SPbBa+sD+9zqmM+x8FEgrGfObZJ8VjFasOTGkHnGAPG9vWM9DUOts7R1pYNSU1AgEFtvdPlWd6TRazwVQHI1l5OfbLy2SEptlJ53pbCz2Hgwk/2DJXEBaXUVscUqTkpAlrsMJXRtuxXCkBXbK/FyTLRr1EGhYBG3tcV2S9DstsDwPaRLYMCgfSL7AMdSEpcZ1G4kz5xLHQTc77nhISiKYEravWiXERpqCsW2SRKJQpKsD5AFOvkzwk/yLYHeNSBSMJ1sb5e1VuUs+2ncbWMIYrQvs4J1/hc66lP2R4rO/bpv2bb2taxOoG20JKtSxKeZ5lCWcb+rjnj7OUAR8rKfp2yzaktqTlGbe0n6wNbkw5wUSZz6NkxyJ3lU8dmru30j617z9es///sfX+wJUV1/6d75r63u0AWCAQUBYHgb8UCFdBd0S1iKcSwWkrEH8S4ukRFXPwdUCRqiBZEEA2FJZYboiEmKGUgKVNFRASVCFFKwdJvqahhCxZkQdmF3XfvTH//mOmZM2dOz4975/56rz9V9725Pf3jdM/cnjOnP+c05a7TeuruAwtaXjfIy8Ff7GryKlavRnnuio1CIGxKFShVitiSzEfleT3QCjHzLdAaCKRHRcP5LGlPyKshB0wR65X7EOpiWhLdBaVxlOZk0yoso5KFHTkEYyx4zyohr5SGiihvcfklUMdCH6QHTZWsDXmFOi7HAnXVm5VxyOIxdXgl3cPDY3Joat2WFK62ddehqXNroUzLNqT6JaW7q2cklc/5QmCt26RRqmyL9ZIy1Fm0K1jFWRH5DJNPko2GmazL6+Hh4TFn8Eq6h4fH8GhjqSxYwo28ahCz/IXypp2FXDovUVvaxk9v274Eqpi3ermQLGeKUWIayhWQuqxCzK3u9FilGWzeSDhfULKRvwgYmsfk52x71rmVvixQx1V6zj61+L1j5QnQckw9PCqwEl74PCd9ZuED73h4eMwGvGJVxDyORxOZTelgMu16eAwDf295TBHekl4HiU+uHU4co9arhB3MxvQWr4VdOF07c0qQuOPjghLa4sbDKtjdSTlCXXYcVUDzkIISXcIFlyMjr8M48jZNo3XwvI15uKaek15w3feqCQAAIABJREFU1jTF85yzXMdPl9Ka8JKbtsXldNVVJU8VXJQdCdzhcZh6+b0cG5mLLu1sQ8tLDreudiz/2yVTjDJ/nd6H9Fzht0yoLdkqC3KLu+XW0jK0v7aPtP26fkWQ+dCSM6ljXErzkRWFVSvNXQZJmmG3Y6CAmHGDQ4OE684QqvJOpkYbcRdn6YKFSiES0qXyWhmELD12bPwXCNStxH+JOZ5qg8igFN4/0lF5TtRInDQ5pGew1vJ1FHfmlJ7hY3rgSr5pMSDujtoGUr/iFmqdXdXymFl4Jd0ikMJcwOHc4nB6EbfzdaBhvUoDIdMwFZLoKpLjUePmJadJlOsEgAVBw3U5KUkRX3oapUgCgXLkDcpOnqHDwTMU8vZ0OepMoJPoLhzJNtysLcHxCYA8kUWQKREurnMTPrZdtm+ikLdS6I0sq0tZrlKiaT1S1BoDd1tUobefqkguBvmTPGbnMxmEtiLh4cPlFK+dVJeQ5oJEp6Fo9XaJcl6peikfHGm0PF3i1lLFRHGmDqFSFBUowiknbdm89odKHVyp4yctp8n5LHoMGbdC1BkrC+lsQOpdaqiMA3KkI21K+bUGFheK2WIDLETl+dMIimiggD0DU7rVpPkIAPYIcvWEJ3fcTyJhlfIKabEp36qxkSN59WPZyMHrjUxqZxLm6tK4IL28LD1GXL48Rrufl6W0uHnegldwVb4WUHGqB0iOo+zB1LYtSUepcgZtAh0VX3A9Zg7+0nh4UKwE/qGHh4eHRzP4Z4LHFOEt6R4eFH7pz41hGV5NVybouWGuQx01xiVTG+t5naW8Dk0pUlrJcjWBtXCKsqrcNEP7KJlrFLEi0x1HLeh3Q77TZrWQl5anx3zMqUzGFKkt9rwr0syoUXg8PCxWwjPBO47OLLyS7uHh0Q1c9J1xoq0yVveiUUfTqUPdC4bA2RWR7CAjK7YlTjqKSqq0sRHPz89LabQt2wZVpmkUFZXKyxX37PqkGS3HwY6DrUshVxRoHbQvGVVK5fQbWyY2MifDw8PDY47hlXQPDw8PDw8Pj5UKT3yeWXgl3UL35Z1Fe7vLzhnBIMnPEQhpeiA7fPR2l5IWg3IkgFADC9zfJHW65M44iwGwpsecnFTiNMltTGt6ZQfLUCksCHfEmp4gvlaiQxJvH0gcjHq6LFdPcIhd0ys7gy4EwOpQ6JcuOx4thmXnp0BwJrVylRy1BpAdyPqCeTSCvO24ZI3tQ3ZkdJXneQeC46fLQXPQwplz4OiXSAER8tKoMdRyWkgzQho55g6p1OGQ5+XXpuBsSpxFJcdSl7Opi8IyTEx2KpeU1+Xk6awEsvWdp0lWZGljo77Jrc8FS7oq541RdihVSDy5ef00ry2vSb3UGdRGZ1EgP0By7TJnUpU/oTRyufsoR6gJ0zpcfSlAWo6A/FsEivHkM1nK89GansKAXXOtTGmOGsTAIFalxZl+DCjmTKiVQiTcR31pU0oARljGkeZkYww0j9hiZCfVVSGwxH4jsRGeHwZAr7zolCwKFRMjI+8C/chgqeRoiziQgzL0VpfT4tCRd1U5TUWAYQ+xOAQi/hBUwCBqFonFaGCwUHZO1oPynK4HcnQWSVYdArHwIJb6qqNkzCS5OAaL5TSPmYJX0j2mBmm7aA8PJzzPeLbgo0J4rASsCE66fxDPKryS7uHh0R6jWJkpXBZnKQ66UxZide9Cprbl2nDxbZhCijqeOq3f5Yhpx6DNWy/to8txzOWYOQ1UXRPKT/fw8PBYJvBKuoeHx/jANxBqE+mlqQXLpZwPYwFr+vLRJtINV7LbOtdSioxLUc0ittDKahR2qtRK5Wgc85icstdUIV/Wt1FdpBcQkHOuOOm0X1leUiF3EpWDbJMKuAAeHh4e8wevpHt4eHh4eHh4SFgJ73mzsFLmIcIr6RauHUfbQHLiGLFepZToYCntONoLgJAt+erUyZTPM9P+TRZ8xmqgHWMQCo6fUp2B4KQKODZrc1l7JbjyjcKdtu03sba2yQsMH+ecgzsMig6thILikp2fM0buiyHHPJ1b6qW8dQ6jddbzOkpOG7QpI1mZ6bnauoa1KFtLuSpfD2oND5A7+EYqt/gXroHJf+zWME5DLUakLQ6NYghGe2yfWsYk7UqoGrvYlS7cqEY5drRl3xUQhMkO0RRLUrdUMlfz5hJHTO7MacS5S/pRSbstu/KGWmEg9JcHAzBI/BC5438UmNKzxhh5o1/p0s4V2q7IcT3A6DSNe9R2wM+S9ItIcDB1YdQdSz3GDq+kU4hKdr+DrXfLYQNc0UYCNqMJu9lXQFBEHTmliCehTj4luQTNV4rY4pRKlSd/V9FAyMsj3tg6pSpCDSywh1ornxjXpXYpuE3jZ8dCXklZqKJ+SMqwKy+vt02/JMXbVYdLGZbAFV/7n49L1ctHU2VZejkoKOsNIrq0GYNxPOsk+kiV8llbGZIfQ9OXtciUf6g2PjmH3fiIUlhsfiBX5m3EF94vG9GIplNqjSFlIprP5JmlTZqkvmqUo9YAssIvcd0dt06gynPVQlyO+DKIk3mKRzFJ5j0eRQUoxwGTnx+DqGykSfKW+7WkTGmelaYyheSZFDXUVJUq9yvUZSOJjg0iQVZFX/JmBcokz3Ae3UULkWSMBkyvGN1FxSl1a0RIEeVGrjP9gXh/jpnFtA2qHh4eHh4eHh4eHh4M3pLu4eHRHm3ihTdJa92+sK4OFGOt8zTAbUEH3FZ0V/QW0arukKstFIrxvmm7knOmy2JsUedUKe1YCuRmUWsJ5ZQj6hhqiNXbgu8ialeEeEQbGrXG5qUrTcoQ51nBEk8t/JQa4+HhUQ9vrp1ZeCXdw8NjMnDx02cdrugxTfMO22ZTmpYrr7SZkSu2uZSXIuOOI6eFBCiwTUrlKEWr7kljTK68+80TPDw8PAB4Jd3Dw8PDw8PDY+XCc9JnFl5Jt+g9JjuI6kE5PYhkJ47eY+W0YCA6pHKnHSDxuC85HgWqtK2zArAYlg1Oa3rAGuZpqhWwGKqSoW1Nr+wkGmqFRcnxSEhbEyo5XdiCeiEotxUoOe9iWHaeXQwSeSm0AhYDVYocsBjkDrH2nFYKC0HeblbGOtxTJ8UYctQPcZt5Ux35gTsqFpwlITuD0rzU8hyhbL2l0TFoH4RAAgXH1TrnywgyLcRFB7HptAzdjIhvTETTqJMq7S+/JkCR4lIrCz0vyOXKK+Ur1C85HArleR1tkcUJZ6Ax0wvpDqdHWs6Cxhu3oH2w1Ba+2VFGSRGcOamF3jplWidRoBgnPYtzTuS25RWp30aEQZpun1Z06rU7nQ/IvaFV3sc9RBbbrz7pGx2XPSTNll8ypF8qP69IvVY+681OqDw9Ms9FsUFsEjEsOyg2+WVYHeZOnv04bzLinpgA+sTJtZ9dJ4MwHe8+uZ5reoaUs2m5Q6tNi00+z8YGWfSXxTB5NgCJLEmyQsy0B2MSx1n+E5H8j6M4kbeQ1QC9cFDy6R3EAxgt/Mik520cAlqIbtIT3G91VI6wEodCdBQFDHplx9G4j/Ig6LK+YBQQLZT1gDjIHTcLsq4WZA3LbQHyGOiBLNdgsZw38irgrMNfIY9li0DlSrwUtcbDY2yYR1qPh8cEETDNPVHuZ/CHM4MieawceCXdY9nDGYJxWpPvSpr0JxmGt824jhrj3uk42lKOqvqpFZlarC2oEdCaL9vwuV38dJc8GWc8TaMm0rrlcuo4GkPmsNt8Lo69NToG5LxNk0I6AoA1isa2cjQbI9pWFdr4DgwJa10fxGZiU4dWeSjbpSpna4/lAe8HMrPwSrrHysWwW8c3qbcKo7bZpdyjKtFtyheoL6aZQlt3vk37bftaRXPhMd+r5Bw20gjdHKjx9XZEb2kF+nbAQKOoUGqK3fioFHWFKMYxK1+wnJLyGjkfJOOsoUjTse1Qak42zgK/gkKKfc7P02gzTUFfRJAcB+kLljEAtEKAJE56ZZShGYNW5J1FKQQKiJvuD+Hh4TESvJLu4eHh4eHh4SFhJRiZvePozMIr6RTSFruB4DgKM/IOYq5dPPkOo6EUElgVV8CzdJS3YM7yjjDRNN1ZFJCdTHtB7nhkoZUga9oWp6cEjrDIENKR1qtV2akUgNsKTZ0TnTtjCuV4eQoDlLatd4E6inIZDftfqL+m3swps8H9KsUYl8aCp0k7hkrOoFKfJNRZjqvGg7dR1W9+SnJWBdwOlk3GpgqU2lFF7wA5L8UzL1BQeAO8ApIcoHzNC3IQi3RMzom0E1PcBphazIE0zrl1EEGR+kL7RWk1CiT0IzHnanqelKNjZK+ZtIso7TeFbYtOQIXfNb0PCM3Hth2TY50fK02S0iFd0CrpamyyZntB0s3ClEEWDUKtMmdOu4NnFJvMUT6K87y9AJljKKXL2PmZ+rzTNFuXMYkvLpDI2wvSNLKKwufXUW3rth3uOKoUsATudKnl53UcyM9mV1opXZp8TOKMWdpxVAgKYXT6IYMjtkPbKwglZ1NG3hHdCb/SsVzglfRhoOOWP5jhoVTZ6TFJU6UV3VCrUl6tkq2iRSV3ilBo58wZ6GKEGq3SF5jSGJRfCEZCzP4DcoSPJvVUKfmuKmkUmDq6Bj9f991Zj0MYV7SbpvWPSm2hSp1ToU7/10V0ocd1/aqD9AJX91LH89b1PaN6COc0SxfjoDPaCSBPAgFvQ6Cz0JjrtE2rUdqoLHwzJbshkd2MiNYlKezg5Vla1W+Gj1fh5YZo9BI3np6vm6MsNYa+cJFjrQCtU3YXp/s4ulCgl2iFMNVaBzGd20x2Po7y4zB9Ke3HcvSufnof2GdIkrfZfKbS/sQm6TKv3xhgz6Q2kdKOH5e2b3g8XVLotRDbXwl5VTkKTFfg0V34iwDN1zgSi6DQRw757Tj6wAozC39pPDw8PDw8poBpG0s8PDxmG96S7rFsEabLzEHdNuEuQ1KdVajOuu16AnNqS5Vcw6xaRg3K1fVtUquldAwojYX23VrF62RqYwVvYvGLSbuS1V1qV6q3jnZTBwVgQCy/Fi6Ldh2FpVAxOxzAYbU3eT7qzCm1UaC5kOKU1mMt2NTZ0+aJVH4+K29yGgqlw8REAEr/EaO7IJebdovva8DP05UHainn/bZ5FUqrFdQKbal6MIBSarR7Y0xQKonxDgB7bJ+RzKUBhltM9JhheE76zMIr6R4e48IkH2RdtzWNh/CwLyXjxiTDSEow2Z8iv4sqlYqlAUWFuFEbrI6AnXfxyGl5S3Np22ZVWiYX04yraL5V7ddFd3GB3p+jvHOpfCjnIfJdoBSimfxhengsf3glPUNTx46KvA7nlLIDoxGfIdTQVJumhHQpDUquQ+BzS86cNq+UJqaXk2S/OEFWV16lKvrQpC0X2ioJMwfTXN5pvzCYmvPLAZPol0sBFa3mQhl+3KQ9Cxcn3GqcvF6XxdlVP30RqCrP2+X1uGRsgzbXMpPbFLn7Auh7k/QOlaWRvilyUvG0FnWamrzS3OkcPmHutS8d/J1W2/7Q4kpBKyHuO+kjlV++rUf8wdH7J0tzTF5SXhEuS4MrTXqICnlHnVtczqszuIrjUYRX0i16e1CO4oLEYYOnB4JXNwCEe8ppwUB0kAyEHXZ6urwLWxgkHwqFZNmx7DgqR1EJmdMlAKwKVebJT8svCHKtlnYj1qokl62jnFZ2aA2U7OAZCmOwEJSjxricZ3tCWwVwaxinVBTiLaMY9cVCjAxBj0leuvV81XwYsfpd1A9KnaBWTRcoZaON3Fl5qU5WP6WrcFqIYcc2PjqnuFDUWSybWDRpHhcdJZbSHNeZj0PkOJZ4AJ1a4omWJlnPXaZZSmHJfh9EVumNm+YtOJSS34ptz0ZsUeS8BrIoF/S8dSBV5HzBAm/Lq1xEWx5IKDkKRUu+NnIfaIgSsPxJx/O0iPwPBBko+G8p648hfBbk1ByktDudNB1G9KeZZOhFVKFOTqoYiDOaj8mHk/TdljcwhWOLoDB3JudjopyZLA0Ig3Jn+3H5tg7j8jxrDLAqKOeNQ0AxBTGKkwhcHD2thGnKiD+rvhi8wXH/S3kN5WsR8KgxRgFmACjW4XiQfHidxt6grH3D05AMDke4u5wW0R9Ahawu6BgIF8vpg8VcFo+ZhL80Hh4eHh4eHh4eHjMGb0n3WLYINTOuuVYiXV5QdSuBrvqmha5kacL8GooqNKKA0qoCIK8GNLl2bdrN6nek8/r4vVF3XkLdipB03tWmNbjRGOGFEInWQq+KcdD5WPNlf2lFQ1ypQpljoZkMGW3Efje59TFGub98DGmYSe44WspLKqkihjsYCYV6hjB1ZVQ9kxvrMwqhyWObU4u3y8fURUdsnBd5N3tCWEaFXEbPjlimEFbQPWYDXkn3WP6oi1HuQhNFb9pOhRSlWN1DPlGbKOnSi82oinGb8R513IdV0ik4jaeq/DDy1pURibpEjtihkdWVV4JiTKOVSMp9rIrRXrI2iPIvkZgNK2+joyiUFeCmLzqSY6gx+Xjwc9whlZdrQmi3sjTUdQKVUPWi2GTiWPpIFMu3E42JTmE3wOvTNK3QF/IGwguFVjLTjZ4PtYIxQN9r6R4eE4VX0mccy+L9VurELHTMP29mB85r4S/SzKKFUjpXbU0Z1Gm0XcER8446vh1cH7GKaV/3abc/CXji88zCK+kUQb+cpqOy04kyspNpCywIP4peoEqrTqEqr8YqJPnK6TK0YMQa17zTczjESg6tkvwuJ9M2yOoVLYUoOoPy5fo6GkIjK3ONgDSONTVhVVkKjZHjiUttuvol1uuQsc1umU3PS2NsUBwPm077UOdkalEXvLnNjqh1cdRd28VLYxvLWWv7U6dIDUia/c3QDRet1VMht45HLK89plNcndOkrZ/udBqZ4k6iti+UVlLYKp3ks0qp/UjWc7rjaET6pUm/aH3UCdTKSuuiO50qks4hhZM0KD456fW2choyhqxelTmZQoyTTtk6oUbm4D+I8/m1Rxw8+5HNq2DIjqM2L33WLKW/kZ5WUKng/SiP4W4RalWg2iSC5zQarcrO/LEBhNAJrRAI461ihYEYOU24YCpu/mx2Pcd5mlHt2uK7iAKyg2cXu5i62m9atxjNxmOW4JX0Orh+nK5tiTtvXyFgREKl8uVSCslbPklvrtBPCgqy8u3oQitIS7oZ6pTsOiXdddlHnesM+zTJ27TeqrRRdyVpS2HhCuu4KTJt0GYp36Vsc4WtqpyrXqs4ul4yJdC27POZsjgyhZ0ojTRiC20rSzPyD9IVJ91GNqERW+h5u5OPVeat4kwVZaqwaxR55pTqxBXrgiyC3DGIQqKK/R5mzuG0IlcdlC6THhIdvaCQzxKS+Zm+bRXldpUZehWgBuKcLj2DTQTopmZhU1aoI0FxVwqIhfBcKko+vE4VoBTJZVwotQ+02wTAtC/iMVF4Jd1jeWFcc+NKNjgM2/d5HLMmL3Fd1T3KC0jVfW5YHlNx7CpTVyevS8pLX8Jqf5dlZbagwLvaktodFo1lrSjfsCxVeHlM9CyNyjQjSPaskPb+8PDwGAe8ku6xrDA2J/VhF07GueAyqQd42z5YK3KmrE1R02jSdMEqivIxtYoXVgJIuap2qLLKj5uUkaDYsUT10OS/rUsbUi+jn0j12sxGlfPw+8JqmJx6YkEpJvZ/wZJvcnOs7ZOVnVJrwOqxsti26L711lmUykFpPrQfrp1WaeSbjuaXII2XHpmUpgIgTGk8sSFOpA3u34DQYUaBInVFpK5AA1F6TwXpKm486gqch4dHI3gl3cNjXGhDS1luaEofmgWMulLQln7UxXjQOrh1mx+3sPC6ZWOW7lZlBXma5O8SXa6AjAEq+9u+saoIkm2FoBR/jxUE7zg6s/BKuoWOZCcKFZfTHQ4jWpfLay3vwilNrBJ3XEqzkylPT3bxlMuX8gpySWkuWdvk1SJ/vsUYCM6kKu1riWsvKSxVlkxJcaizcNJjl1IklWvTloFbVkmeurwuWevqks67jtvQN1zlm16bJuWb1NlW1qq0pu02vb8kSAqZK1a31Fdqca67HnSKU+TjOm//xyb/IUoWdcvTlsbFWs1Lspj8x87DNNr6qVxSH2leiZMu9avuPgM7X/e7s82q5ENPiXMfFHT6/KF+vHVzJz1Pj2mYR5seaGQbAbvKN5m/YyRWdsWeg4HOfZEtFORVAslXOXY8K+TntWnuzAmFZNdRlq9UXqVt8U4YQQZBXwAceoSR5dLCjqXGLivxeh1tlfYUkGSFY1w8ZgleSbfQA9kJQ1LIdSzmDYJyWi/IN4go5JXSVDk90GU/GJXm5VWEGlhgfA+tkjp4a71AZVEDqsoncpXTFgNV8u63fZDSeLrU1zydyero12KgStzIrEoDma7gUpjoknfVsjF/6NO6siV2RzkpOkvVw56WcclF87VR0qucGo3jPF3ilvK2UXwluXhUGn5tnNfOyOczudl/flwnqyi3MBZVskoRhVztVp13WryEH55N4vQO+7ulWhL9IdHfUKYVpgmK5OWyFuKk234SZb3wSc9zZR7IlewSxSWtPFL5+SzSiypGrbF9pOUzGpBJ6qByk+pBfQQDct6+KNDrqZBTiCi1hsaXF5xbsygmcd71RIFWiMjvLND5fGjIrSPNyYEy2ZxKI7PQ+TRIW+tHJqtDaSAyBsbk9cZE0Q6UQsAUvCSt2L4GsBAYxMxpciEo/9xiBRjhRg91+XFrFBCLuzBJCq6C6LQpRW4DylFQgn5ZcTUqSeO0PR0JeXXiZFp6MMWAcegXjWRtoWRL/TfaMV5pnd5xdGbhFzk8lifqFEYPj3FCsvx5lLHcf6dd3gct6vK3X4fwg+kxRXhLusfygsF8EirrLKiTaH8WK57kmFTdN5mF3LGaIFnweT5Xeps+uvLS2OEWrj3gI5TzxqS8tTJTE06JrpImZnHBUTy2slrqi2tlwo5dIY55arGHKlq5pdUhKn9M5OarJ3U7lzZFbJBRdVIRC/XYD6cGtYBWClE6xpyq0icOnFYcqYkwyHcctXmbOKHmMhT9ZS0lZkX6i66EPnfm2ODRNbyS7rG8YB+Q84jlqKQvhwecSwlvcky/u+g6bWWRIHGwXS8MUl7X+cp+E4VVUoIzpdUUl+Bd7UrjlinuKK/7VinbVS9AMcoRXJogq5P1h+cZcf6xQWQoG4hDEyW9DnoYJR0KcdphBcLyWQ6/Zw+POYJX0jM4OF9jgvTiqgQHy1nQN31MXAyvbM6i8jsLLwNdyVBXT5N2mirbbdGmrmHa4lZcnk6tvZIsrvIuZdfWI5Xn5Tia1F+6Nyo0XiqPVKckW9Nr0Ga+o5ZzqS56POT9RBVyyVGe7lNVlZdax7UqU+hbRXAUfKK6iDarlYJhz+Hl8fwR9AsVA2YMZHDleImU9Bub5DnpMwuvpFs4Pa0Fb28lbPHbEpKDZagdDpYKUOQpMOlJq3IHz1LesnChLtcxtnjmFNQKV/WgrFQuTH0ewG1ikmSoQ11ewz51dVE5aBpPr2qvrn6en45blSXZVXdj66Yjo+TASdNpWdd4NHWILchD/hccl035PC0zjhcnSmHJaB+EqkEfzDS2Ot9N09Zhf7N0vKzjGd11U4r6QiOy2A/dUZROapLjKN0dldJqCuNtx5ha7QX5ApZOHUOzvlptl/VFUsapPHwVgq4A0H6loIqzC9aZ0xgjzqO2fKCJ77qhc7Ep5U1isydfTJRGZSF5JWQRaUzSBS6LMqMblQJrticIjUEk7jjqcJosvT2MqIEqpAoua89l1NNRWUlWkjNpB7JJcCn/0niNo32PTuGV9DpIYZYmaHEHEgV9Xihj8gpBTajEcUFSDqvytT3XVpbGimfH7Y5yvmmeqjJty3fd9zorbtN6usI4rq1kFXfRWurGhabxeiUONj3neimT0Pbea3Mv8z62tfqPcv/WgdQ3b1biKpq9qsswbJvKMU7OEIwdC2DSPyUZKiwMU9YZPJYPvJLu4eHCqFZej/Ggi5eYLq/hsHW5FOO2cClGkhLPrb1VtBCJTuJSYOuuCeVfuOrnbVErdKHNVHAX3UXkr5POTmIVYwhopAsdJtkbAsZMjwOuykPosYzhL/bMwivpHh4u1FEpPIbDOBWjxjHbazK0iRDUpi9VSq2lRwwDadVaUtJjKRFlSgavhNJeuEIMJLQXSymRKCIGedQWuikRj95S4s+nXyh9IEZumaRLdHYM6l5Y+PmmY25l7EKhIVFnwlTuIAJMTMK8K4VB3X06JijQWOy5DIFOut+fxwhaw2LOVjs8lhe8ku7h4eHhUYZkaR+2Hg8n5k0HnDd5R8YKuH/73vA0s/BKuoW4HTBShw/uOCrsNAbZwTJUSkxvuttmqNNd2GjzKtmFUzOiXi8ol9cqkYFz+kRnTsFx1fahLH9z58/E+bWYWSvH7qS6nFfasdS1k6rdGNEJAxQcBg2KVk16XgJ3MnTtwlkF20YTy6nLAZPLI8nNrYdtdtlsk9YlB5nmlegP/DoZdr4KbfsvOZnS9iWHU5ezqEQboWWb3jsuSH1TwvlCGmmMxkYvOJFauUhfXDtraoOywxzKtBTqRJrJlWawO4daizV3FgXKY2f/Z9fAoLAratZfIhM9lurNPDBV0dqfrQqQ8lZe2rfCjqOC1b/iBagQhQVkx1Go7DLQudvuLhorle0USi8tfdbYvIECjHVITcsok8+z9PYNdDIOBjn9Rgvzf2znaekZFhczR9ogiMsDEGhTupeNUggFTrf0/Ih0nCxHFDIKu4gCSJwreSVRsjtoIR+EfHDoDEZeaVFReevwGIAWlsBUVG5PR4ARKhZ1FkFeYyDvOLqSlkTmE15Jt1DGccPH5XRtxJvb5TQpOb1IebXgYKmF7ZeVSrzzed5ACOGoVTI38OYkZ07tcFBtKqsLcr/ajIEjDcLY1iqKppoH20bR5HnbKFr85aAqT51cLgXQpUxXtTdMmjQGw6BOcS2kmXbj3bZ9SZ6qtErO0bYtAAAgAElEQVRZHeXQ8HwT1F0ne+za1IcqnUY4ltIAoY9EUaf3uB6hvKsvYvkG5fh9JCn0rroUS+PpdeUbgBtk7NynkQ8NnQ81SdMV5115bfcpE8kQXVmrpF0DlSn5WniuaZM8a7iOLM3fBo75n/Sxqjzvl0UkPa8V5Gc74nInlBbyKoduIOkMjmCW2pQHRlXUy28WqV82vZwoy+VsC9nGVysdcRzj7rvvxo4dO6CUwkEHHYSDDjoICwsLU5PJK+keHh4eFpN8VnXZFlWiR61HqkNSUEdtq60MTcrNGrocI/4i4DEZjOs+95gJPPzww9i6dSu+9rWv4bbbbsNgMMB+++2HIAiwY8cORFGEZz/72di4cSM2bdqEQw45ZKLyeZ9eDw+PlY0YRVoFNzjVhdhoozhRq2osfArWbdPsQy3WUp2NPrY+2j6TK2ZtRA3q4mWk8zwPPaZjweUypC46BnTswOqQrqUrvQ0E42eWXoU2XGCvoE8HK2Dc+3G3n3mAMQYXXXQR1q9fj+3bt+Pcc8/Ftm3bsLS0hPvvvx/33nsv9uzZgwcffBAXX3wxoijCySefjPe85z147LHHJiant6R7eHh4zCqaKAguS98wLw88TaLmuL6XLOBpgrMMKUDLSvQRqXyTPB4eHh4Mjz32GN785jfjpJNOwg9+8AP0ej1n3rVr12LDhg3YsGEDPvKRj+Caa67Ba1/7WlxxxRV43OMeN3ZZvZK+zFDmqdsdS4sY1wreRHYSnQa6tA5MKaxaY7j6amryDNstvhtnG9SVKSmIzCI7azBAyUm1towhnHPmnAiUHUir1k+p02XBcZTUQ/eh5205ZUSzSafyJYB1SOKA87YyYnVNO668PF9X9wztSupsqtMgA7Ex2Tw6Nbc+lW7MWkwSwzJSaJQfNqoi/8Qg8bF1nDtB03wSp93oMlkeRnAyNZC3Rx0TePsA/C6i9bj44otx4YUX4vDDD29VTmuN0047DS95yUvwt3/7t7j00kvHJGEOr6R3iN6UtwWtcrqclJI+6hBolUSpoZCi4zSCXRI3AEZ1jBn3srVrubxxnUz5HKmuBunDLO276qyqt4tnO9V0jJBWV6bNeUvBAPJ7okDDQHWfqMJN66wqo5D/oOl9TkN10AglVX2jijlV6Hk0EyClmahium2LzwO231ZWm49fGwUSVkQVZVHsWLGyNCoN1yUj1hepj01f+CwdByjGp7felgqpUyDcE61wjXXaXa0UTPp7DgOFPZE9luOT99LrPCCUnTAABhV5l8h9Eqbx2BXyubdPdrEPlEKUCqyzNLlb0vwf6CQaWaG7k35BdgaFaKCkZzcsz2scjqNN30hbIuiX00TH0RZKelp+pTmOfvjDHx6p/IEHHjgRBR3wnHSPGcNyNcR7rDCsrGdeO4xjxWRadY25rWHnw1maR2dJFg+PtgiC6a5MeEu6h8cswD/JuoVh/7sCNVzRNjLLbIsGuYxGSOPHVfVYZBZncoJaDKlFWqKB0Lje1IJeFd3FWpddeSTretWKkq2HWqzbUKxGue51lKC2GMNLQWjpMMLCS9dIQv6mixWzSBHzGBnz4uw5DZgp01O9ku7hMSvwinq36HJupdQVqf62bXHFflT6kCSLi1tNqSARy8vlygJno6g8A6lSnn6xmxBl6awuq3Bz5dcus7t4cnVUKCor5WBIY+fip48TdNw6RA01vNu2bHt+dcjDY+LwSrqHh4dH1/BKjQfgX7w95gKSr4PHbMAr6RZBHwgGQvpA8PaOxLyh4E3TE5yHFJLlw1J5XdzCGUgcbkJGibLl+S7DvSB3DMrEV6nTDpNBaitU5bYAR5qW+yvnVaX+BkJbConTFIdWqtSWTtsq+f30Ue0Y18aJz1WPvR0iU+8wauuw8aEbyVWzhk0dYusUQUk+Xr+Yp6bepvk4PYQ7U1ZRHlyw9dDrCJYm1uuoNHIccwdQF3gfuVxSv239XCQep7wzRV8ypTvapdl4RBU6n1EnUupbV8iTljcqj2SihXySYyjdDZSet7umU8dTWzfvCz22840xQET6w68X3TTSrjbQIaPH1CGWWsy5o22BRoSiU69wOex8F0cmmzujmMyZqQ9hqHOqQqiBGLkTqc1L595Bmpc+EwYR0FMKxgC7kTupWvn2pGOsyJzdM6rk4G9MEpmG30qh9AxTCn1hPgwDld0ypOasX8W85fIGwACO53gps4bQWDmvQeL9yr1dowGgeV7hwQwAaiCs4JgkfxNZdSRHbeHtA8lvjS97GQ0EEUrzgNR/j5mCdxzNYBwfAS2sI9TJnz/fSh8pr5DmzCvkg7MOJdc7oY9TVtc4Nuh/i8syGQwz/01izlwO8/Ksju0obc3adWklT4vM0+7nMDSlUahNvFyD8q75rG6eq3vG0Iw8r1RPyQhS8eH11s3VVf1rWn60Z4DwvFcuHUC4aGJeW4fQsSZpLjiV6SqdReKHse9pvf3YdPpZjvjP//xPrFu3Dm984xtx33334Wc/+xk2b9489na9Jd3DY1yYubcGBxSmrzhNA6P0mT8LuZV+1DGtWmXgaHKfUYM4dQy1oFZkZjzvHHZlQXImbVvPuBGjVUQ7j2WIeZnHPcaKO++8E7fccgseeughfO5zn8Ob3/xm3H333WNv11vSPTzGhVlQfDXqlaFRHkLzNoNEyCkSVbQalzWIbkkv1VVnLaXn6XFM/keQaUKc5mTYuZiVi8iH5rXHNDZylsZky+o1eT7eTpZu0g9rm6+yU1ksaL+lMZCoZ7ROV156jSK4KWxOjOlHbPtIqrfUxClvt1HCst2grilmYR73mDr++I//GDfffDP2228/fPCDH8Rtt92GHTt2jL1db0n38PDw8PDw8Fih8I6j9Tj66KNx3XXXYf369QCAU045Bf2+sMEUgG3btuGQQw7ppF2vpFuIO3d1g5CbRla6ZWIWIYXY85gt2B0d21wj18+67Q6xVW2Oi4NZ164LUqhBySlSg8iuyucpydeQvNa0SseQ5+VzHN2NMxBoNsRRsVA+MnmZzDHUyIRpicYzDUj9r8KIoSGtY6i0w6gr7xLJG+jEKVUhf1bR3UuTOOmJY2nUYczo0nMRSDjSK2kOlhw/R4UyiaMpRTRvS56zhyOPPBJbtmwppG3cuBFxHOMnP/kJHnzwQah0t+DLL78cX/nKVzpp1yvpFso4fjCjzxhCwJKSZzyQTFoBj4Lif1uTQba83+ETwr+MdYuhldaGhbiSI0ULaQrKSae0BhrRRfLzcvl9NbV00XlF4plz8HQay5zKQ+9lK0solKc0Fqqs8hcGxdKqLlEVhahJH9uiST2WKhSyFw7b5xE82QOV37K0+kCT6CzpdR44Xlp7Oo+eYiN+9SOTiRRqlSniWgE6SN99BrZdhUGqkGdd6dh3ZW6mx3EJqiJZOZD0kLilqsYdTYOBHDVmsAAAy9bZ04WdO3di77337qSut7/97Xj44YexevXqLO2OO+7opG7AK+keHuPDypr3PCj8tfdoi7YWeI/JwP+Wlx02bdqEL3/5ywjDXAX+8Y9/jM2bN6PX6+Hv//7v8bznPa9RXS960Yvwute9rpD27//+753J6u20Hh4U014qb4M5EnWmQR0KrfNjozIm35edO29S50kJ3HHUOkpKjpltLPnUWVMqT88XZDVFR1Jejjqd0rq4o6eLjlSXZtL2reOprVOShZZxnedjwK9D4Zo76vfwWCHoR91+Zh3HHHMMXvWqV+EZz3gG3ve+96Hf7+MTn/gELrvsMtx00034xje+0bgurTUee+yxQtrDDz/cmazeku7hMc9YqeET69DpRkAEozyAXHSdSVy/NrxnzhPvqn2Ttu9DGo4FYaCwtMJoCx4ew+Dee+/Feeedh/333x8/+9nP8MUvfhE///nPccwxx0AphcMPP7xxXX/wB3+ApzzlKXjSk56EIEgmt5/+9Kc444wzOpHVK+keHuOCt3R7eHg0hZ8vZhMr4Lr0V9hK0pOf/GQcd9xxAIAjjjgCV155JR599NFMyV5aWmpc1w033IDrrrsOa9euzdIuvPDCzmT1SrqFK7qLjsrngijZVplhQUjrjRhkVkOhxygYSiWOQZyZ0dNKlEtCoFHKG2qU2krqLZfvBc3bkqDgaCsoM06GZqDQaBCNy5hqa2lb6kFTDGMAa+JIudwn31EivdRdZ0qH4IgY1YJSV2gs8iyNxBk3rJx0HakDJnU2bQXqdUjalGB/y5HJo6/w+OZZtSav3ihynP5XhkRnUXn7Nk8E2bnSxvO35wMUVwDssT2vkV8jRc5T51d7nXhEmXETPY0hfVW5vHY1QSwDUSFcII6foTBnU3qBnZP7MZ1fcwfSfpQ7g9K8TaCQzMWxSf7z+d9YthK7Z6TninFEiekpQLN6FZSYX3p+uH4ofS2EyqMeuhQlx81UKKPL+bgzprH5mGyS02bcYknJFQVGqhequaOpWH75Y++998axxx6L1atX45FHHsFJJ52E/fffH//wD/+AY445Bvfdd1/jup73vOfh6KOPLqSdffbZncnqlXQPDw8PDw8PD48VgTPOOAMnn3wyfvWrX+HpT3861qxZAwD40pe+hK9//es499xzG9e1tLSEyy67DM961rMQBIEPwejhsSwxLm45DafnUbTGls6ZdisPUt6m5V2rIOPm0ruMd9RiLVmfPTw8li363Gl8BeCAAw7AAQccUEh7wxve0Lqej3zkI1i/fj1++MMfZmljC8EYxzHuvvtu7NixA0opHHTQQTjooIOwsLDQWYMeHhOHVuXIFUPXheaKWIDRHA3rYOkCbbsWdDgedeCb4wTIaQDjwDCbUklL3lQ+Sj2Rxq0q1rktM2x8dymOeR041QMoUlgo9YVTL3gavXaapbkUfmkM7H1A6TAaQEw2UQLKY2kRmWLQcCvHME6ok4xp1uY9py7vMnIS969/HssFl156KTZu3FhIu+666zqrP3z44YexdetWfO1rX8Ntt92GwWCA/fbbD0EQYMeOHYiiCM9+9rOxceNGbNq0qbOtTj08lj2WyQPVw8NjSLSZA+ripC+j+WQZdWVZYKU5jnaJjRs3whgDlW5MtWPHDrziFa/orH69fv16bN++Heeeey62bduGpaUl3H///bj33nuxZ88ePPjgg7j44osRRRFOPvlkvOc97ynFhFwWcDmOdoCeLn8mBa2sQ2nx4wPkexTAbwgtpHUJa0kdt0nNmDwmdlvNoBDv3MbxTtP65DMgx4XY547Y4zwmOi0jHbdFXdzvpjHC6QoDjeUuQYrv3gWqYs17jA2KPDfGUv9Yap1D6EH5M5ZXGP9aNC588IMfxAknnJB9/+lPf4qvf/3rndUf/uAHP0Cv13NmWLt2LTZs2IANGzbgIx/5CK655hq89rWvxRVXXIHHPe5xnQkyExA9nf3NPfeYt9jBNhqEQXHDlpWCYWk8daiL7uKK6EK56n2WH6inDtUp4VRRlyguVfx1oNkW9HU8c8pZbxonPUZ+fyqVRy+RLMISNYVTWywdpg4ZbYalDQtvsWiMQKkkKMqIc6rWy4q9Mxx0BESCW6Ckh0RuHa0MA/BoNkaX0wAgWgQA9OftGTlDOOqoo/ChD30o+/6CF7wAW7du7ax+XaWglzJrjdNOOw1XXnklPvnJT3YmhIfHsoQ3F3l4rGx0zUn38PCYKdx7773Ye++9s+/GGNx5552d1T9UdJcDDzwQl156aWdCeHiMFV06jrbBuJqkTnbDWhCtRVWyoLhMXNRx0FpFI3Z+mtzGJm1H7D8vZ48HAAbpIOxGPk52j4sIQN/kx9wqTB0tAyT3oHWctXnq5G0aPaYJNcYVB51bkaljqaXsAMXVnTpLO3XepfcqjX9eheyeVMW8VhbuQFoF18pBlQxdKMN2vNpgBXHSPWYLfU8pGxqHHnoojj/+eJx44omI4xjf/OY3cdZZZ3VWf2mh7yc/+Ulht6U777wTv/zlLztr0MPDY8axHJb/7c4qQ/O6Cf+cHg/ST59w3Qc0HcCSST42LaujRh5Oh5kExsEjL9Qv7G7jlU0PD49lgjPOOAOXXXYZ+v0+BoMBPvOZz+Av//IvO6u/8Di+5JJL8MxnPhOXXHJJlnbkkUfia1/7Gm688cbOGvXwWBHwy9MeHisbnu7i4THXiON6K8bzn/98fOpTn8Ill1yCF7zgBZ22X6C7PPTQQ/jHf/xHvOhFL8rSVq9ejfe+97340Ic+hJe85CWdNj5TcEV3CaLSuVAn29eXqgAQNtwARPKa7wVAqFQpjbel0nReRdDCAhoE5SgzoVIIh4k7TODsF0sfU9AAGW03qamsq0XecVkMx7XhzbyiaqmWWooLjqFkAKk/1W6Tp+0x5fM2zSCxkgMJLSZOkpbStEEM7ByUb5aeThzvegGwZq+UEhEijx9Pr2vdvebqN42DLkJwInXlpXQVTsegjp6RAYzKHTr575uWtfevJn2Q2qHUmmFjok8LxhDak3I71BbKNDgvwD4fhNtNyJs0sETof/Y5EBtk878xQBTn9ev0/rZtaFV+LkWW0tQQofC86gWAZv1UCjDCwISBNCAyV68vOWMancTs58V5XqOS34phAschEPG8Os3L5NX9chAAEziCVQgIBKdPII0G0wADx143qTPpSgvBeOGFF2LTpk046KCDhir/29/+Fh//+McnQvsu3HVxHOONb3wjDjvssFLGft9xk3h4eHh4eHh4eHjMAd75znfinHPOwVVXXYUoav5maYzBNddcg7e85S344Ac/OEYJcxQs6XfffTcGgwHCsOhP+sgjj+Cuu+6aiEAeHh41qHMcpRbKlQbbb8nIxtP47qSWXw7knHKQNKlsWt7EufHUVmmPByahsCsAg9SathgD4W4ACtABoIPECq1DNItNVxcHHai3PFMn0rp2lMktwsOgyfWYBia1otckTOaQsE5/szCcHvOJ/jQCK0wR++yzD6666ip89rOfxTHHHINTTz0V69atw3HHHYe1a9cW8u7atQu33347vvWtb+Haa6/FSSedhKuvvhqrV6+eiKwFbfxP/uRP8NznPhdnnnkmnvzkJ2PVqlW444478OlPfxrvf//7JyKQh8dMo00Ek0lSepQqLqfaeNfjmHv5GPCoL66XB0n5VMgVxUGHwtK+FzbuMfmxTbdRWgYAdgnnqVz0JSB9sMVxslxsAOyJ8iK70zGIUiXdGODhNC1QwG/TdvcJFfYODEIF7LUXiWhiN3vq4jra66HZcVX89BgsOkv6phGleV2xwSRqh6VCaMgvDzTm+yRpLVRGiS44Ki+va076ytKlZgPeF2BZIgxDbNmyBW9605vwxS9+ERdddBFuvvlmKKWwdu1aKKXw0EMPIYoiHH/88TjllFNw/fXX4wlPeMJk5aRf3vSmN+GBBx7Au9/9buzZswcA0Ov1cN555+Etb3nLRAXz8Jh7+Aeqh8fKRps5wIdgnE2sgHFfaZx0in333RfnnHMOzjnnHCwtLeG+++7D/fffjziOceCBB+Lggw+emNVcQskW8r73vQ+bNm3CLbfcgjiOccIJJwxNrp8rcAeSISA5jU7UQdLDDXsdmlzmNnnbtJ/Fp3ZUTHfalCzOdbA3m+VdcNqLFNu8UD79z63kw4wDHUM+nq6+DLPTKOWXROw7/YAd70E+DjvT/5FJ0oHE4l6wwJNj3nZcTLLRHy0iU/ZdHhhgd7oD+FJssFMnQ32AMVjUCoEGFheJI6Zk5XWNU+bMmf7XkK8HBc1bd51oGR5T3TpK2jQeU51eg6prLf0GpDxNERAZOPWE99NFTaHXQlp5oE6zSsn1+OeBRwbHDSzuODrUljbFOqV6XQ6lKxQLCws49NBDceihh05blAzilTfGwBiDMAyxsLBCLmIHSrqEhsFePMYNvvRehWzjl47br2p3lu+TtrJZJQVIflc0qgfNI72ItP0ZcmqNpfxQJS9TsAlpfEA45zZiS4T8BaoQCYbUT7VvwfoUGWAQm2LwGFO2VMUGeDRK8u0xCqHKddueNtgrBA7opcPoetOvU9KpnFRJrrqecc15lwx19brKZNdLlc+PC0rlv3HXC9Awv0dXXfT8GLnpHnMGFScRXmYAfjOj2UVpSvnoRz+Kxz/+8XjlK1+JP/uzP8MTnvAEfPrTn56GbB4e8w3/MJ49cAs7VRjb1tMCVbqZMSa3wCM14pOP4bJ6TB7DvKi2LdeEk+4xefhx95giCpb0yy+/HFdeeSUuuOACnHDCCVhaWsJ3v/td/N3f/R0e//jH4zWvec205PTwGB5auSkmHNwBs7bu9L9ru/ZRwGkiloowLP1EKlclfxPUOdLS8aSaKpWlTi7JykMV18yZk1jKaeQWa9buA7CbKT+G3CG0b8p1UepMJNTLjysQqGRfAmOAPcSZ1Iq1FAO70y+7YyBQCsESsGPJQCvgjxaA/RfTynqq2lpL5WqSryoPHY82FmDJqt7G0j5JiM6i5Jg6sjaVn1NpmhpLp8xJ5xvDeqTw4+IxRRSU9Ouvvx4/+tGPsO+++2ZpL33pS7Fp0yZs2bLFK+keyx8+gsJkYJW+OkW3rWJHlXN+HanCTjnn1JrOwzLy9DEgNvn7ggIQKwOjgD2xgkISDdLfkx7jhlfSVy76/uLPLApK+nOe85yCgm7xxCc+Eccee+zEhJoeyJPSHgrObK1XPlkBJaR1hVJbs2i9Wi5owjPvygnVttWWyy2136QOVzmeNg40eVFyKeFSPmnHUcmSz/Jmh9RxVGjPOopW+kASY322MGJp+6S/Mcm3J06Muo9FBjsHSebVITHMtthhuNYZtO48z9ckz7D3SXafd2x+p78h6X5f4XNlF88K6y9LoZXwXJpLnZArAa4Jxwj3kil3mu9KOgzEgZzVZSuPYVBQ0oPAvS5Hdxy9+uqrcfrpp49PqmmBbrGb3uOhdXwj93zY0tcjFBy/gjYP2IbQSt5q2WNMaEKjGZVOYp96EXtAUAqMrb8pnUXa7IgrLZLzrL2PIyOf73IVoq4u29+CdRxlS3hsgN3p8ZIBHrMcE1IXpbgs5XVZZ8/dIzpVxSava2DyS7mYjmdsDOzsujvOz++Oks3QH4sVfpfGVP9jAHvbDY8WBI2o0HD6n1KSAke6HTDq6c7jpNtnP4/YwkHzVsGlX1Sd57DXvkkYLTuPaxTndFt2VAfSUfWiJpz0MSq3owY50AB6WpUs8qEGQl1MbMMonDoUEidPPj6SgqwMoCOUMgdCWtyB06gWIrYY3bxulfyYvePo7KKgpD/zmc/EZz7zGZx66qlZmjEG//zP/4w/+qM/wm9+8xvEcYxLL710eSrpHh4eHhOGt3l5AJg6J32SmKuuzJWwHssNBSV906ZNePTRR/Gud71LzPyOd7wDAKA8h8JjHtCGnjGuvBK0yi2Ak6KQcFTFTK91BkWRHiE5CUqQ6qVh6wypWKLZtLHMWsdPbl2X4pxbM3YMRNbiHScOnUBzn2ODJPwih43WwkW06GmFQJnEmdRu8W7ysOO7o1x7e7BvsDvlqu+vTE7Hs2ZQaYyo8tdEEWxDfamjtmTnDbHMD/n8aBsesgrZPSVU6KK+SPehgju/h8ecwHPSZxcFJf2II47AV77ylcrdlYwx+PM///OxC9YF/vVf/xX//d//jaOOOgrf//738Za3vAUvfelLpy2Wx6TQ5sHZhpbSJc98lJjsErd2EuA0H9qHUZQV66xhgKGcQApUCZMr5TT2OYX9bs9HiXIOAI9FwJ6m2nkNYiQBZFwIVBrRxSQbG1k2UlYmTigxAPDQksJjgUGogH17KtHNFfKld4mzQBVzGjNdFNbkimvdijl96XFtttQ00kxTdHWv0zjpHApu+gzdGCrL25FMU6a7TBJz9U4zV8J6LDcUlPRzzz0XT3va08SMv/71r3HYYYcBAN7znveMX7IR8YUvfAF/8zd/g5/97GdYvXo1tm3bhmc84xn4j//4D7zwhS+ctngeKx1tnT1HqW8aoA+2ScrVpi0hb7a3jiEG+BZ1Wv2WUuYpJIOV5GzngknlMapIx1Y0wywrFZO+R6ss4lV5mtTTNaZId5Hu1aHqMeXfS53rwcxjVoQdh+NpCs9Jn10UbAA//vGPnRk3b96cHc+6Jf2RRx7Be9/7XpxxxhnZqsAhhxyCl7/85XjnO985ZenGh1l1xoliIIpN4TMXq2ttLGTUGY07pnFYSx211vHYzLqifdqGVIZ+6uqkckjngwayuOSzMvI2FPu46ip9V0wjhWwdpxqyceS1HpyRKZTZE9uPwa4I2BUBO/r55549pvTZvgRsXwLuXwJ+P0jKPJrWsxQn1vl+bLAUGzwaGewaJP/3xMlnKTboxwYDYxAooKeBBZ13M0rFHRjg0VSmXQPggSWD+/cY7OyTfscm/9RhXGEl65oe9bdPr3EdCr+H9P7RrvMo3+fS77nu98nLVZ23x6R+Po/bObOLKdPWRRGb5B6NOrgfBia5l+knaROFz6w+q0QoIzuJIk6cROlHjTFWqx6wj9esVwIK08yVV16J3bt3FzJEUYTzzjsPN9xww0QFGwX/9V//hd/97nc4/vjjC+nHHXcc7rjjDtx1111Tkmy8mNV5j+oN2WdaWnob40NbQwV/kA9r6BilXJVSUFWmqs1h6pXOc+W8SZti+QYDVGca5Iq8kN8qxvSza1D+5Ip9EsWFRnCh9dgNjAZMh47Jea0Sxgp9f4tNsQ57nLVr+feUHz6tyWAS7XbZv3HNB23ub5aXq3mRae4XUYem729dQpr/Z/VZ5Ya0BGYSpbzwmWDPxvlC4DEzKCjpDzzwALZs2ZJ9/8lPfoLjjjsOn//85yt56rOGH/7whwCAQw89tJBu6Tq33377xGXymFM0VSrb1DON8sO21+b8OF4umpSlkBRvqtTRtgRlzypE9LMU559++kl2CU0+1uK+MwIeiRJr+s5BntcVYt3WXzD2E2U+UOVPLMgXweTKl+u57VLi6xRexy/7+p8AACAASURBVAvMSHDVOU79RlKKx/FbUtkf8p0dj9ju/Cm4HrOOftztZ16xbdu2aYtQQoGT/rGPfQxPf/rTcfHFF8MYg/PPPx+ve93r8M1vfhP/+7//Oy0ZW+O3v/0tAGCfffYppO+9994AgO3bt09cJo85hWb/R1lhpMqhdK6qDXt+XFZS7gwqyUrTaMx0er5KNqXK69y03zFJs3W1sdTTSC40uovUB8iy2igHSyZ/2OyMTHb80CCpIk4t2bwi62u5KgD+aDE9K7RDLZp0ccD6uwJAKPQ9MgYmBoxW2BXl3VmTRqjZqwdolxOnbYzGOa+7l6gyb6+JFbxNYG16Le110ez8OO5r2yalp9StxrhoaLVtqfL9Ssd9CHALemTmjCri4TFHOO200/Cd73xn2mIUUFDSzzvvPADAV7/6VZx55pm45pprcMoppwAAfv/7309euiGxuJg8HXmoSJ0+vRYWFiYuk4dHLeqU3Gmj6iVj1tChBdgQhdr+p7oqRab/tqAVGAyneMUmf2GYKIVhHq6/xTDK8aRWqxqgtNgwT2PvMTfod8WnmnN873vfw6tf/WpccMEFeOYznzltcQAA4W9+85tS4nOf+1z81V/9FR555BHs2LEDcRzjk5/8ZGGTo1nGwQcfDADYuXNnId1+P+SQQ8qFVDsTaZMN7toiUKpUbytDjiMtoJbJirzjwjjGaiTwZec281NdDPGqNoeZB7nlt4pi4rLQ83NNrNNGOJbO8zakJX0ug3A/VsplVxDaQKK6SOcZJOu1dN4AiNLjAanHHu+JgYdT6/aiTpxBbbmsfPqF+zJWtSsZgCMktBsAWBUDi8PcZ5LFl99vvF5XOEeTFmwihxT7nFv97X+pLdekxyktCvnKgbWq8/65jqvac93vynEMFC8iObRc7XlWxAOlAF3kcCXPNfbwiRUCnTrDklNaKXAXWe5jn9dbTosdeUX+to6SAjyfyPUeNc6mUK9ScluirDEQCzKI5SN5ohDzzvHNNgacccYZuPzyy3H11VfjC1/4AtavX4+NGzdmBt5pIHzSk57UKOM8bWB07LHHAgD+7//+r/A2ZF9InvOc55QL3fJofsMeGgCHheU8BMEYxsPyTinaKLji71Ily99VVMlxY+aVdKC5EjhsX4ZR0ukDPmLpXOF1vTi4lJi6dodR0qm8VBttGoPe9dLEFa4msDSX2BQ3MwI5FuQJJRoPQY8q6Wm/BlGeZpX0OAYeSpX0tb2y6NYZFEiWM+t+I2HFMyI2wGOpvHvHCovDvETWKekGgtLu4CNZTZNPOq52+QuTEc45owtJkx7Jr4U0SYkHihehTvmX8lWVsbJW3Mf0xW1eoe01J30MtEEgRM3JhpvmFe4Zo4yokEtpkQYCKTShSxnmxjlRce7gAWadTCm0yncv43KJaU2VdMeLhk3b9f+AR/9fcmySN9955pF3ia1btwJINvYEgFtuuQVve9vbcOSRR+Ktb30r9ttvv4nLFP785z+vfUuYpw2MAOCkk07CH/7hH+LWW2/Fy1/+8iz91ltvxfOf/3wcddRR5ULrVzneoD08VghcSvK0UGVtn4CsVolQarwvmhl1poFFvXGF84y2L2TjRt2LbpWs834tPJYf9npy8gGAaAHYcd105ZkhbN++HQcddBAA4K677sJVV12FL3/5y9h///1xzz33YK+99sLmzZtx+OGHT0ym8IgjjmiUcR42MLIIggAf/vCHcckll+Cv//qvsWrVKtx777247rrr8C//8i/TFs9jnLAWszZ85GGs3BZWe3ORgiVlkluq+fmmcMmtSKX0fJ1F22VFrlJCtKomRJf6ajVfS6iGrIhTrTjjhaTfrWXVXmPbnxgyV4CWazjOCyqJVQ4AC1pBpQUf7TA08SA18gcmsQoqk9BiJEXdWrpWBTItLquTRFfoDSvYMI6hDkNf4ygyFHUrJ9I+BEo4T9Opxb3V8iTKu5O6rPIdwsYyr6O+dBHb3MOjP+m4nDOKU089FR/4wAdw2WWX4aabbsK6deuwdetWvOpVr0IQBNi9ezeuuOIKPPWpT8XLXvayichUzekgmCdLOgCcffbZWFxcxObNm/GsZz0Lt99+O/7pn/4JJ5988rRF8xgnJMrFuNvr4nyXslbRRkaprwuUlKeKfA42RQl1iuAQtCaqn46LjRgh0YetzpjxkaVl/Iy/rip1Zxu+cSQMy2mXOOwSjWVUSEoxV9ib3mdN2poC2jgde3h4dIPvf//7eP3rX4/TTz8dl156KY4++ujC+VWrVmHLli34+Mc/PntKOsVvf/tbfPzjH8ell17atTyd4swzz8SZZ545bTGmjjguUzfHNbmLES/MeOkCnaOp4jyKBX4U5b1u+b2QWCNgnUIvcc85V7lpc07LP/vvardL5UuCamc8Fopn5XV6TI2uQHHD1IB9b4Io1eKrXhwmymuWuOxdouo6VynqUnmX5V1qo6v+dDguTRxKh3lBm3VF3/VM8fDoGkcccQRuvfVWHHDAAeL5bdu24cQTT8S6desmJlMYRRGCQHKbL8MYg69+9av40pe+hCuuuGLMonl0hViwMI5rjouEJ0lg3MvzHIO4rChJTu12K2v+8hFQfzWqFAYqN1VWdV4DsI5HrqcipY3YLJT2UUcrcSkTVvmV6DpKkSgnpqzwUiUkommkLzY9IHno2GZppC8SXYZSTCg1JSZy0TGgCj1V6mx/7Xnab3r9ePx0m5ePrzHymNM+VtEDVB6FBUiisjQBzbdom0zpMgrAmiB3OIVVyuM8YovdPdQq7APhtrNtDGIgVga9ih9U5gSWBWJv+SbQBuNWlrgDaNV5O3HQNyObFtA0FN+ULOgYaeHY/p7oOV5GsQ/NJ+VtAaqYDtJrTKeoKDZDvaCJSvCQNJqBIEPsmEejuHz7DIwpUXgik/fXwuvoHSH1w+t3SOObZ7z//e93KugAcOCBB+KVr3wlTjvttInJFB5zzDE49dRTsW7dOhx33HFYu3ZtIcOuXbtw++2341vf+hauvfZanHTSSbj66qvnagdSj/mBMbmO3CRvKQ0Vz75RLN+8nlHOzzra9k/6Pqtj0OL6N+2CM6oSqacqGBR9D+lU+Ri3lXsWULXKws+PUr/rOz83obEW574Ob55hq8ooWw3qkuwlLhuKV8o9JoHNmzdXnl9YWMBFF100IWkShDfddBO++MUv4qKLLsLNN98MpRTWrl0LpRQeeughRFGE448/Hqeccgquv/56POEJT5iogB4eI6OJct6U4lJVnjuR0napdU+yUlVZ16vShpVbkkVKG5bC4jqfrQYQwfnKAV8FyUjbxLovWSvF9hWy0Ko87xhD3yrk1vNFDaxKLbpRZuw3UBGjbBugL9QVKKCfZhzaGXQWFPW2SqxLQbb1CGH9sv/2nmnyplR1XxQUfmKpl14Oqups0t6Q1kyX9Vxa1fTwkOBDMCb41Kc+hXe/+93Z95tvvhk33ngjgiDAC1/4Qrz4xS+euEzhvvvui3POOQfnnHMOlpaWcN999+H+++9HHMc48MADcfDBB3urucfyx6hKOq2DfpcU6qblpTp4Gi3TRvamigVVQlwvF02VdLopUbbkkWag9BcXP76JcmRRoNsQXolUr6U8dLjkq5AzLVYFSaz02ABL6Rg+BoXfK1OwOhpBRFtXRPIMLdCkQRVp10uVFKklK88S+bWn9fOILtbbykVnkeqVvrc95t8pDadJG0NAYqbR9KYwyGP+e3isRPz4xz8ufF+/fj3Wr18PAHjf+943HSWdfllYWMChhx6KQw89dOKCeHh4eHSGrqhNHWIWjNkzBz8oHh5TR3/ed9EaAb/+9a+hlIIxBjt37sw2vbQwxuAXv/gFfvSjH01FvqGiuyxb6OVnRrAc71l7FiZWw+LEkKxSlyWNjSk5DikAYV0oDk6bABLrXNNlYK0ItYKZPHkbLiuzFKNbonLUxVkvWM/tsrspO1Vap02bNyZllGByo/UXqC+CXHS1gVqqbXvUmZGOMXciLXA8UHR0lZxneR8LdAaTb/ceKELuJn21aXY7eHvMrwEMeqksC1phd9p3rYBFTTtfxKLKzywJl7FvgJ2DfAiQ5luKk67viRLHUY6eSi5b0MDJ0MqgkMd3z3djYpklmk/B+ttitqAW7aZ0FpuX00psmkQ34RQWnler/Gm2QI5DIhC99pJDKj/m9weVRYJrtUDqC09DQk/h8xx1Bm2jRg2E+URKGxYxBGdOI0+tcVzOGzu458sCOhbm2A56Ow79xG/giGuvvRY33ngjrr/++iw4Cse+++6Lq666agrSeSW9CLX8po1Z7lFTByMpb5UjXp5JqLjt24r0YO2KwtJUqXHWkSre0ktDVT1N5He1actLS/yS8lGX13XRpbroi4jUnkL5ehVebirqTZHpgUzmKr2VxjmX+mNMmcYSmzxOeiScB/INjpr8hsXdUYe5tlXlqupqei+3kYFfz9Kxks9LmxlVHbvSJKV7mN97XRspJCXXYDiHUKlIpxR1SVZH/VIfXBFflgdM5XUeGmPUT1YyJ33Lli3YsmULLr/8ctx44424+OKLYcj9GQQBHv/4xzeOgtg1vJLu4TEtcGVZcpwcx7xM25IghTdsU37YvMNAIX9j00a2lBfy2vOqlrRrHT8DJTvn9Ro+eCOTOHwa5NbMgUnDKRp5qLmx2xqEewoIdRInPVRJ16mxeJQ4763henOx16RLWUpKunIr49L3KoyyicOYxttamrkuO8wOo9GIFnRjJhx738NjCnjTm96ExcVFHHbYYdMWpQCvpHusPFhNxj68pK3pG9WD4ZwNVVo2JuUpDcdltR8G9uWfR2yxbUjy0/YlZZYq3lShr1PIpfMKxAxs8hcTSo3J6CoqTwuJiXlV+j9UefiTJVqPydOsRhuaIg3GCpNqI38QWuGANQOTOXzaeOUGuROohBg5hSWJg24QG2BXBAyQKFu7ovKyfy+1hIcK2CtIbosFBeyVztQLWmXnwzQOO1XSQ0XoLqRbGbo0Bjkt9aqZBbqJ1dkq4oEizqBEQc+uJ/K3Jkp3saBjUoiZrtx5uIz0hYCep1FfaF1tVxcIXBSXYfRtqYxBc+upfZn08FjOWLNmDTZt2uQ8/6UvfQlveMMbJihRAq+ke6xcjNvK26T9WUfX1tBxrQzY/9yyOqT81BAsVdsEhvy3yniM3HruWijJWBZqOF2vlHce7jMXhlXu25YZFfM8xh4rHivVcfTOO++EUgrPeMYzAADf/e53MRgMSvniOMZFF13klfSpI54O56grGFNeDm3E3U4RGQMdz/nTZhgrNFcem+4YWkVXadO+LUPjgVPetUHRyke1O4kaQ50uCzKS+l0ySHK74pRn59P/dY6nTbn8tE+0fmr1t30MVZHQbQ+tMym1dGoUeZ3cGdRabtO+2N1HF3RebY9Y0m3X+qS4RI2JTRL/3PLPOaxh2LZlLeUL6YsC3QU1VGl+lTqWpuftDqRhFQWEo815RT5V9BD+RsPjlJcs7OTaZA6hqmhFBzvO5CBp1Drucgyd1NTGx0B6cdQsrQEkqsuwulUdBSa5v023PPYVCzXbzmErGC9+8YuxatUq3HPPPQCA17/+9fj1r38t5lVtlKkO4ZV0iqZbXY4JsRGWFVuIRBUHC9d+LVGE0sQR6o6di6YFSdmUoqzQ/HT5uo7C4lLSpYexfbAG5LhK+S8pyOn/SKifK+sg6TbN9oXHKLeg76U0ygpNq+oXV9h5XkqXseNMKSxUhkiRMSBlqKJm+xzkWXK+B+GkK5W3Y5X4BeQzHlfwWF+VBtakyfsEyQcA+ulL7GMxEKYK/65BrqhrlG+fR0lf+3FZseppYJV9IUiVcEp36WmVdXFNmHc3UPmQWtZG4FLSJftDEyWdK7v8evA45VR5LkSlIQq6QlEpt+WD9HuPfF9IM4QgEVtIPTSKywI5b2lPtH6QYztg0gRJx8oOsq2LR9pp8uDmLxqkvohQSezc61K86dzsoqr0a5RvW07KVYiRLj2LCGbB8FpFN5spGGDWl1pWquPohRdeiF4v3yLuiU98Im677TYccMABhXzGGGzYsGHS4gHwSrqHh4eHh4eHh8cKw+bNmwvfL7nkkpKCDiRW9AsuuGBCUhXhlXSP5Q/JvNkE1DG0y10pJSrHuCwZkuMopSvUeYRJlnYK3pcmUWEUiuWk8zwOO5Bb0QuUC5PPYkqR1QpCAl9M0wakPyFpv09ksHQvYrbcO1SZpXwxSA5CDSykVtRAAUvpOD4aAUFqhdydyhKZcpxoIPVzVLlIGoljapBa0xcD4iSairWoUkoLEuu7QmJpXwzyIRzJOTRgAtFj20BIjgsUE0ZToRbrAMRSrvJ6eGxza0m3SwTUUk6Pbf3W0r6AotXdQnIGdfbdUY6nFe4/dp6vOLQwoA5SuiL/WVgLt+uXOkjN2tI91gRtorckq70zYEb36BT95bdFzFA49thjC9/vuOMO3HDDDXje856HE088cSoyudgQHh4eQK5cDAu+OUsTSMvqk0CbvnK6ApArVpwHbLVOXp7npZAoG1IZquxZJTDjgNh0lX+sxkvLaZSvE2nX6p4KwGqdf2i1lidOdTPKRhJdBOzHUmxIeYk9opAo5mvSz+pAYXWgsCYg+uCw96p0jUrXVuX0D3qtrTJuvwfkQ2kpND0U8mbn2HVSrC5pYGydVtHXarTQik1Bx0FqrqUIkvrrcjDm54dVnQ2a0xwNjKdXeyxbnHDCCdiwYQO+/vWv43/+53+wbt06bN++HTfccAM+//nPT0Umb0n38PDwmAF45WcZwl9UjzlAnS/DSsHLX/5ynH/++QCAV7ziFfjTP/1TXHTRRQCAj370o1ORqaCkb9u2DYcccshUBJkJBOXQO5OEFoxZ4QSMQXXox8UIE4AN2VQWTlo2UzAwLK/1J+TGrn5sEDMHXoV8iZ+W16rst1XYcZHSJGhlVZFR6kApMFSmNsuFtN1SrG4UaR2E1SGeD1R+zk601EmU1i9Rdmi71MmVpwHFmzMibfG8lAZBxzZQxdj0PC+9NrEi/SRluOMojS/fQz6jDVQ+vtRMaH/ifZXTXOz/yAqcnk/HYTUMVqfyrkrHYHcEHJA6Ku4aGCwZBYM0DnqcUBceSR1Wf9cHHq34Ha8mjqN7hSqLc76Y0VmIn2PdfBBBNr1w2hZQpBJF/EeSglKZIsNM/6w+m0ZXQez5gtWdnLOxze21UyjSXRYJhcXWtZfK69rHDgxyZ1E6SBKFhYbTcVFcqGNpWwoLzUN/dwQDgdZC0Y8SizWnobRRpppSGJpukCQFJpgmSvsBYAacSVUMKF0MQqEMRt4tVA+AuKFNNRiU2zNa1m8GC+W0FYyDDz4YQOIo+q1vfQuXXHJJdm5xcdFVbKwo3OannXbaVITw8PDw8PDw8PDwmBbiOHnL+/a3v41du3ZlPHRjDB544IGpyFRQ0r/3ve/h1a9+Ne68886pCOPhsSwwKT7sJNCmG+PKK5WlPPJsWcWRvxAqMM2reR0oWnsdn176WSCfRa2wqBOj72oN7B0m4ROTdIW9wsQqzj97p6EdVwd5Xfa2CVh38vZU9qHnrVyqDSe9ja+EyxAo7crkIlZL5yJT3HbVtapFeeaSDwHvyzC+IHWQ7q9h2pjA1CA5kQ7rWOqx/NGPuv3MK+I4xtlnn43Nmzfjta99LQ4//HBce+21OPHEE7HPPvtMRabC+skZZ5yByy+/HFdffTW+8IUvYP369di4cSO09v6lHssINHKIpY0Yx3kJLtoIpXAAEGOE83LDgNJlKKQNhCTKj4vOIvWbLt1TuS0dIDLFclwBoXHWY+T0nNgUo7nY81ZJo3LbiCvK5OdtW3RctcpjooekTrvK21PAQnp+VU5nyc5TClcAQulR2Zjo9P9qwkNYTWSMokSE2ACPT/P+rp/ESjcG2CPcU6HOaW09gfLWU0mEGaCoyC9oMtyUkiE56Y5DMbTUmowHQd4sMhoZ4ZZReo09b78PSDrdiMoiVMCq9HiNQFcJQN5wBFm5Ql8XyaUKLppP3ThzuoxlVtnY5TWMiIHANZHSXHW1IVwMfAQXjxWIt7/97fjOd76Dk046CSeffDJ27dqF3//+93jzm9+MhYXpUIMKSvrWrVsBAJs2bQIA3HLLLXjb296GI488Em9961ux3377TVxADw8PDw8PDw+P8cA7juZ44QtfmB2vXbsWf/EXfwEA+OxnPzsVeQpK+vbt23HQQQcBAO666y5cddVV+PKXv4z9998f99xzD/baay9s3rwZhx9++FSEXe6Qdhyd0k60JfAdybgj6TCI4qJxVgFYGDXekF3mpk6ZbcsPY+mm1jVqUbdWTUOW9KkV3JYpOJEqkkYcNLmzqU23bdbNs+IKgGB9d+Wti5kuga8wUIdYl7zU0ijd/9wxlY57wMyUCnn87L4pWmCtXNThkI43rwvILb5hbl2nMfCCwCSG4BhYlY7RolZ4LLOkJ3VFJt+lNFS5/yRI9SGhTBXioKeiqYKjI+kDT6Nw/W4DoZwjJGWnoLvw2tURmxaBDBKRMVudUu7+aPYfKK8wND1fNddJjqSWmgPhHIMUnzwy9T/lfostP5vuJmkwX8qa5CQ6mGOqRWeIR4kZ7LF9+3b84he/wGCQO9rGcYzPfe5zOOussyYuT0ElOvXUU/GBD3wAl112GW666SasW7cOW7duxate9SoEQYDdu3fjiiuuwFOf+lS87GUvm7iwY0ckaYh7Jtb8wBiETCt3TZlcwQVSxXmOf5+dPh64IkgVOakhiepRWCIn10Wik7R5IaAKphRQqEqZVex8IfqGIHdEytGx4DcPV1DrIr24ytl+UXmpwq/oCcghIyidpaCEKxLdxeQyidFqiEJn03rItWFtiHJO/sfkPH1p4uNBlSQ6Lv2kvCLc6lUDg1WZQp/0ISZKugsFOksVOJVDCel15Szo9VaOPFLeprDjQpVxIL+OCkRLVfm1pQp7JNBatJJfLqjiTV/QKO1G6iM9n9UlpCkhDex8Q4NGP87pK5Y/HsX1irNVwvuxqeUDW+W+HzXnqMdmvpT3eZJ1VjDPPPIucfnll+Nd73oXoqg8IGpKFtPC9PH9738fr3/963HEEUfghz/8Ib797W/jNa95DYIgmZ1WrVqFLVu24Pbbb5+KsB4eHh4eHh4eHh5d46abbsLPf/5zDAYDxHGcfaIowote9KKpyFQwHR9xxBG49dZbccABB4iZt23bhhNPPBHr1q2biHAeHp2giloxCiSLNFDvgClZsKjDnERHoWvgBadKJo9Nl1YQuOxwtOWyRNF+0fLUidT2hcpI5ebUFwppBYE72hn23VKbnHWq3OpOY2kvKGApTe+RfheoL/aYWtWRl6G0jKw94txKqTGMnqABLDahKFlI8fQpxYXHI+d5szIOa5BkhaZUD1uOO03S89z6TGkfkuVacuaklC6F3Lq+ROrdneYNDLC3QCsZNcJNneXbZR3nIXmketOFp/5AuvT1N8OkLJ7GEGu+N0wvezSlRC13HHPMMTjssMNK6UopfOxjH5uCRGyq+cAHPuBU0AHgwAMPxCtf+Uq84x3vGLtgHh4jgz74PdqhiotbFfquKaRoGDTNXjtJkdNAtmuVVRp5Xi5vgWNu01SRxsT53JrmI+1zJZC2r1DOq9K2uRJH89C8/Dyts9AvlSvH0hjYNulHkpv2laZTSNerary5LLS8vWZNfpeWBmMV9xiJlhuZ8otnHX98HLB9cbXboI/9yCSbF3WsDPdjr3x5eLRBGIb43e9+J5678cYbJyxNgoIl/a1vfWtl5oWFhWyLVA8PDw8PD48KeCu0h8fc4GlPexpOP/10HH/88XjSk56UpcdxjK1bt+LDH/7wxGUaNZaGx5CQvNClyCbGlJc4rRGxyX451umHZ42hSsayQQwocfvickOJhaactx+X8yoFGJZXKzmvjoBY8xA3QMDGwBo3uS+HgoIxqZGxbik7deIDIG9zD5S3U48g00IkZ03eluRgyWkh1uLIh9awY5s3EPJq0i/apnRpRWqAICtFRNIp9aVwn5iirPaYUn6yPrCLSJ1JpTK0qZj0VREnUTqu9iYxBuin6X2V0FiAom+4vXYlelBaR5+MC43uQp1MDUtbIP2J6LWBcO3QzMJMQSkogSpfU2dEF0ce21eJWgPkTw2NPMC7QtFKbsv0yDFdYbD5bF09Vi9IXlu/RSH6S3q8QPJKKz28r23yZvKQcami1FCKlrQqQRCROSQy1c6c9JlRZyGn5+siwSylMjSx5Edx+kyJyjIkz5pyPQPB+TVyWPnH9k4TCw/XcURBMTqZ66cJHbXum3e2TXD66afjkUcewTe+8Y3SuZlwHPXw8PDw8PDw8PBYaXjKU56CBx98sOA0OlOOox4eKxY8BnPjcun/rnYRBerDOVLHyjpoYkVugyonUpfDbKv60//U4jyOuPbc+JE5QJqixRcoOsHSwaUyFqz+JAykFGaSVkWt+VWOrlTupoYbyrdvspNmlZGN9s/l5JnVzzn+aRmlyvJnS18o8uypQyrNq1Bs38X7tte+C0PgqIZVl0PpCJiWfbNpeEaP5QEfgjHBJz7xCXHTTqUUzj///ClI5JV0j2WK2CRshmyFSoo20gQ8OsqwCiqldUwrXELVBkVtIo1QUNpHQckhfaUvH1UvIlZppWNFqS9UqbXHhvaBUEmkzhiVv6zsQRbTPKdZUGdEpkHz+yAifXQNnLRRVVhDd6GIU4XeKq1AkQ7joqPUoSrqiyu6C43O0iOKNaV12O8hSbN0lxBFB9hMSWdtcboMPc/zuvosbcxE+1CKky68DdG8ivRXcnamH1qepVmqiKUgVr03W6UpMvWxzy0GAgWlDQyqlTVj2tswPDzmCRs2bMDOnTtx3XXXYfXq1di4cSNuv/12rF27Fi95yUumIpOnu3h4eHh4eHh4rFDYSEBdfeYVd911F4466iice+65yFeiLwAAIABJREFU+Ld/+zcAwNOf/nRcffXVuOWWW6Yik7ekW5gAUM3vrjYGhZLFZEz+B9Zxh0Ir+SJHQldDh1ySdaU34Z1NJT/KgWAV7+liHhgk26dLO29S2sgw1nXqYOnamVOKC66JRZfHNpecSW2ZzAotOKzSvNSZlFqGaZtS+DoK6giZwUHv0KxM2lxW3rZbGANSJXcM5dfDZbDmtJ+C8ZvQSyQnPnq9Fmz7Kr2pbBVpwYEpjxcNIUhjqouO1wTSvSZZ1A2KDmh03KiDZta3Fqs0kuVYsjiXQiiyctypUrKE2zJU3ozuQsso4TzpF7121EJtr10It2Xdysot4FbuxnmFeqks/DiFvf2lKxMR63Rsqllpg9gxD1rHT5ruqCffnbToLCjlN9l/U2BpjRODqHwLG7Rn6zWC0clzn2IczqSThl/tGBoXXHABvvGNb+Doo4/Gpz/9aQDAmjVrcP755+P973//VPYI8kr6kBiI636yltsmr0cZxpRfKmKVhoiuGEZbJtDs+UqVSqskSgp0FxYBlwKrVJnKQV8YDIoPfa6w2zRenrcltU/TS8o8O+/arCl2HHNwPnYV3cWi1G/yRdR0SLmSIq/yKC4hkhvHHtvrTOW2MyKvpypSkLQhVB3o9YwN1YiqlfiCkk4UYCs3jUBQd/9KkU1cx1TZFs8z2Tj9g8aRV6pMWaHlQ5KPUmesDDbePKfj8I2TnH0BSnz6qn7za0/HgL68CJF5YmHuciGK23PBIwf/RH7myLDzK1WEjcnfVwdx8z6MA8m4zLHmadRkI77wF48GqIsAtFLwrGc9C0cffbR4Lgynoy57uouHh4eHh4eHh8eKxgMPPCCmx3GMX/3qV5MVJoW3pHssKwxtD5AszjS2uMvxtCoKCoXAGukEIjWGfG8qK3cA5fHhAWSdiE1xvKoi3NAxpM6gUhx1agmnqxwZhUCR/KQ8pQwxUQuWfGWAVWn6EnJ+11Ka1jdJHHNbcJAeLhA6S0Ta5W1ZuTmk681XRgr9Zm1w6gW1RgNFi7KLdlV3z1HLMKVsZNZrklawfpPzBWfL9DuNfU7pMBplubO8Ks9n6+oRq/oicirMApPPgtNOXOYoF4WlKm8To6hQr6W22DjjVZfE/kRdzqDDxLV2cYWnaSX38JglHHjggdi0aRPOOuss7Ny5E7/85S9xxx134LLLLsOrX/3qqcjklXSPZYXOV+34A1miVLStayWtLFKlr6swX5QaRK+HxCMGiMKk8htE4g8rUpkmNBnKu7fL1vRGc7VL4eLTA8KLoX0ZIbJm51W1kuiSpek9x9tqmtd1vukqvytvVQjIKhnqylVh1PXlDpgNkSnzzD08xoV5dvbsEueddx42bdqEY489FgCyHUbPPvtsnHXWWVORySvpw8AqB91mzfIPn9fRmilT4lztNG1fos66yrucjiS9pY0MzvZYfXMFl9BddmaUF42u2qfHXcpSdxNRxVyytlad5/V0JberrlFf6iSFXarL5ShJj+teDJrkq6pTehl25Vfs07RdV1tt0WJ8XPMkz9MUdfNo0zl5mHboOWe/hLnev2h4zAuCIMDWrVvx/9l7u1hbsqu+9z+r1t6nT9OdNqA4NnacBwRy0sLgJNDhBqTIQQpOLFmIgFAIPEFaQkCiQJQrIRK3gpIbyZFiWYlFK3mwY5CxkUKIEhlEQhRFkZU2QZawILEsX/njEl9MdK1ud/fZq2qO+1BrrjVqzv+omrU+9l577/GTzjnrzDXmZ9WqGjVqjDH/1t/6W/jN3/xNNE2D7/qu78LTTz99Y2NyJX0Pulif3aSL44wjUwyvQseXtGBc/Xui+fZGcAoLRpKLsgwYbz09Rdfz+1JHTNkNkYzBkA0BbVbcADRzAwsmumiAbhMcuGqGMfYRaHT9NMc8gDQxlylDH89tW2qODaknKAMsBdxqp11EMCGr75bMMpsrManNXltjF9xC2Vzn6uu7+cgtJajPM64vidFxMsbA3Jb08U6Bow8xuE0AwCub+ivsXFx6qGBJ2bWnXXfob8U49npeISvTz9ZsjkwjmlI024kvrXO6Jrd4XqaDKllAKwsMzQNMc9mAIbd62Pw/5WRfqc8Pw05eu8hMjVVjybaZTCoL2fd63PphwQgc7SZ+Il2UUXYXYGdFL2R7ob+2dM1eR35N3WdjIus06UW2WcTyYEORoa/8snySzCyOTdPXZ6nZZLTzwFHgE5/4BD784Q/jk5/8JLquwzd8wzfge7/3e29UQQdcSXccx3GcG+FWvu1znDvEiy++iGeffRYf+tCHiu/e85734B3veAc+8IEP4DWvec0NjM6VdOcOkyxIhWEx/7+VR53VOcRHp1aWGYm1VZyNQZdpS721syeDbW0v5Htt7bVcKpgFn1n4rTbS7qRiyOk5pgBQncrQaj/N4QK7Y54stL3s2hLZXR07jOee/k3f5ykYWeDnnDaWW2utNbZgPg/6bVkao7UZQsKyQo/WMLMi68+sLNVpM5lRMGnY9b1SZWmNL8LuzccD7HYCXZGx5GPPx22592z/PYLqnPqI2K799rQQ2cYH68PWi0xbvcm1acpKzb5Le15c9VIEjAqmfZMFvuPoXeW++qT3fY+3v/3t+OIXv4h3v/vd+NZv/Va89rWvRdM0+N//+3/jv//3/473ve99+Et/6S/hv/yX/4KLC8MF4YS4ku7cPyw3F8BW0q284VP5xPN2072/VjZ3k2iyMmCcsWXKJULPi7nrsDEA9lpsH2pUJ2kjn/whg7mwjPK0G0q2VvZTHa3wF98H5UJCXGA0Wim8TH4GYfc5hCHbCzBWbNNrYb0Gun3Z1BVMa1AaphMyl6cptOtMVHNI7HOlZ0p6UOXssy7TynCTfZ/+ZXnSW+XOsj1G2D1MPcgU/ny8Ne6FdG57KOesivFQFjeuIlEGN5fFbiBEfspLYcrNxnEc4L3vfS+eeuop/If/8B/w4MGD4vtnnnkGP/qjP4rv//7vxz/9p/8Uf+fv/J1rH6PnSXe2+DX9juDv0PfD121/Tr12zFJ/rHbPmH2vyX4tPyfO/CTD8IblmH9uC7/0S7+ED3zgA1RBT6xWK/yLf/Ev8Mu//MvXODLV/430eo4If16hKaWN3xwLvrgwgrhYu30cdsccDQuCSFKzNKEch4BsqSxD0GQ+CrZTnYSASxJvckVkL2t3VtxQ+5q0j7vYvkQIwCr74TdhM69Mto/AGjLU2YwxNy6OqiSLrXYz0K/o8wm04Lttttnnbb2sn1RPByCmQeqUe8lKrGVTmQ7AZMGc+iRgOcSZJR6q/3yOOTo3+pzri1aqtCxzY2mTBRrDerO3Guy0Y69q9bFLFn5t1V+pz49vZDvZ5UwP2K2NiHJzUWXszYh+A6FP5O0bACkDfTWWiwtbt7zP/LO29Ou3tKO3GFPthXlLeToP2lBasrd5zjduK6n+RdhZzrWLS7KOJ9kVdsfm8TAE+ybZdHxyS70eaxpXKmPn5NzbgrzdQL7fnr/DZ/1TjptASpHBvSSd2kPZ2OWlV0GXyRWll919RV9DtSKkA093wafl91Y+9BQMWu44uut3OG33U/37WCpuvYC+/FvSA0tyoNdgbwxdoJqoo42dc+b1r389vvZrv3ZW7mu+5mvwdV/3ddcwohJX0mdgrxOP4bLIIvhb8sMWIhvU35phC+qs3cBlrxP28GARRdAeYYHTDTCE8dbcqzzNnh4ksnJrzEtcX1i2kXSjF4yV+OQmoTtOsnNuKbraXJm1vGndRabdeCwffub6kq8rG0++Rnp9LGU1H4+un8uxTZz0g8hWgQ1K6VQaRBt289H50mNWpvvNj0Gt4mAdG0t5nyI/57afQ1lmjcVybQF2CjgwztgyUnDV91oml9UPAWmzo9xPPbkdJeVc19fMbVCUu+GwemxtKstExkp2uiZHbK5FMijv+Smhr1MMptSmPoChH3adndusaE6p7aOdceYQuhO02Uvpa7+McLiS7twannrqqWpZDxx1nCOT9F2tO2od+FbZOvYdLLNGW+3OWWmt8qmHmrz/Odmpfi2Fn7Ux9z0rY1bT/LN+IGB9WfPbys4dEIO540T7InWsNWbjttZgrg1WJx9fQLmuWvHOfdLnNnHKx7LP90vq3qqLh+NMs88Ots714Eq6c2dJFqxWuXRoK0t6a14oWVPKXf4dtZQri7SuH5gsaVdbkkcWYSUrmdxU+0mGjdXK+T5lJc7bymUE6slIynHnbbHPyW9ghJT19WdLWdaWfvbAkNwoeuzypLfYub5EGbu5AJt5b8o6qLcAwi3no3GFZdZ1YN5FJcHeUKQxAsNbg1S+UvI6sw9rT1ufdSBt3layhIewc1lJ3ydFO8lq6/hF2Lm5PAy7HOl/RNXRQab5A4B+wLKs4/mbgBq050LYzMuy4N8Caq3XvXu1O/eAL3zhC/jDP/xDhJm39yKC3//937+mUY1xJd1xNHOW45p716lkD+VY1r+ph5qQlYnx1LPEMmyNYaqu9fDDlHTt2sN8ja325yzGbDzHmvchzFm/p+pMWdf124J8TfKyqTXLLeqWUrzvWhxqUb/FVvRag6lvQHS/uE3BnsfkN37jN/BH/+gfrZKdU+RPhSvpmhP5op3iTZKOZdNllqxl2NNEkCBVo10rQIeVJd/wGlkAW/ff2b6AYnNPLbuL+9vNS8dJamMv2GfrVb3+POUrzJShpbJTZaYsUYz1vHQw6jHGuGS8DKt+rmjv4yqSt80s0jrQ8XLzuQ87Z98L7H5s6WaWB8HmY7XK5iziS6ZX+2CQf2Z96N002QNOQ2R1ubZuJ+tznmJRB4YGjPOgrzCsfYNNHvQwrLtOtZhbykP2mf1urQeSKdniASP9qx40yNoLNtdldQ1inyUFamb12XVuVB/qRY6MZaD6zrGuydt6m/+zMqutPNA0jW9uDtv+y6ZN2eMEgx54kZKGtHGNSpuxm/jBsvecp556Cj/5kz9ZZUl/73vfe02jGuNKukbYVrp7KAYZp9hxN5LX5ZaSzvqnSrpwWRaIE4KgydOwGH31IlhlPwKZGld2Rdb6kpaLMRTXo152Sn66p+p5BeyUc2k2l9k84HBKkdL95QGUhawq1E8TU+0G9R/B2O0k1WPuLJoG5EKttIIaRYxd6NkcrGubVkxH5wmZPHPD0VlpdJV8XPpc0V+xrDsabTnSGUCsbDZ6EyNg5z4CDCfctg997MgYU5lW4jXkd22yxKagZdl6aBcWy/UF2CnZ6XOqptfwAkpJ35QnN5sGgxtLUuYvN98/DDsl/Ylm595yqX9D2b+pDT02YPwkzoJBm0wm/z5/CGnU3CwlPeyUSX296dXnLsro+/x6rWW3ZSoYtI+7/CpaLrn1dcKzdjEXl6GvoTwFug7X5J2WXmx2pMpi5JnEUqaYcV88oJXB7kFL6tsNk3t7rVFOwkZJz1OvXaeSznQTS3a5sfG++qS/7W1vw3PPPVcl+8lPfvLEo+G4ku44zu0lhNO8mzespaPv5+rfdmrnsO9a5NbsCSu1c3Psm3rRcc6dn/7pn66W/amf+qkTjsTGlXTnzpK7vQAbI+KmfHvy65cl1osTlsYP4FZHFihp9cHyjetxsR1FkyJj3TuZ4Vors5YSxIJBrXRmLMuJ9YZgtB4hk1WV2NuC/M1F3o/kQqk8azevp/Oki5bbtPWY7KzAPXbHN1nQe9m124WdL0Iayig4N5BjLxPz2YO5t/nMukzPE+x29rQUZn3uhuxzwM4q30IFiYadzCWG8/ECwGMb2Scw7CTaoHRzSWNhlnQ9J23xBpFhHCMF46Ze7O23poKpN52ylUkkt5jr8A2fS1mo87c7d5P76pP+7d/+7SeRPSaupDt3lkh00pgrRLkiYim/S6x71LtDNcz6sJT4WmVhrv8lisvSPqaU9NnxGAturUHuJmK5jcytgVWeFLWLsHPvucROOddPdso1YFsWyTHWri/p/5KdD6PvyHzmmHvDzY6XtUbaR99y/8n71Ep1q8pG2V02f1ZKGU856i/DoKSn+knpnjpvrf8vOdct2YXWfJHdBj3W99Zhjfo82cDcVm4KgSvpjnNTuJK+J7UWDitosrZdMxgUdfcRa5gpUEhzquBl1pdpWaocQwpyOlqoL1M055S/GmXaUmCn+ksHN/+udoxWP3P15x4SamWZIs3GY43XOrnZHOb6yT+ztvL+88+taptlf2nALf9zivExqT0Pcus0+x5E1vLthvqc5EebGWVtJSU8yenPQdWZUsj3VabZGkzJASi2KNbzmOh/F+C5CxJNL1BEPYjN3Uas6+Tc/WcqiUD6d6qNU+vk5ryWtHGMQRa7eS88oZbUJzuH3zynuiA5x8KV9ISE6vO1FyBU7mrWRcFFW9dwH8vfcQB/HdmEUqlmQTciQNuUU4txHPsGbHbjXAANSGJBpsRa2oQh0CmH7roqZbshbF7DZuKtMvm0Tdi2lixTTQjbdUtBpk0AAnPfsHKI64GByOrgwJFLg9Iw05IwZTfJ5wpwyGQtC6zpNhLUWJKs+o8uT/PV8UpWMKm2BOZvJ/S48s/p33QQU45xthZq+CPLtJYdnU+BfqSBprqezkaS5vtHgsrusvnQAXh1U9bJTpFv1BpvXaFkHHi6Ha+SZdcTtm4WLK7MdAtJdcga6fP4ArvAzeSiAnCzasDO8s2U8GQ9bzG4uAQMWVyeaHafk7WdBfJa+c61rPXwsP1M2rUeVJJsHkSaPYiI7HYPHdxCZKSA9nG4B6TvgWH50rVTX0LYbplaVn/XqWOgA0u335ND1Mddf10UdFOBoYYCnco7ck2OAnQRhfLMM84cujNo/f3HREIZUBoX3ASlAWKlCiUtFgV/Mljw66Gka1DtPKrJtQtnX1xJTyx4ghbLCnfoEAzzXn6Rm7J4FxbrEz4o16b7OhR9c0hYl1KdRqxVy8n809Mr6NxYNmvtnZO16i+Rzb9n5cyyPFdvrs2a+vp79rCw5PtctqYs/8zaZGO1ylgfATvFeaU+6xiCrQIZhhNMK3/6AS2G3cNMUvLYA5k1xhrFg9W3covXbuqTFG6g3NSHyWoFNv2bu87oP2lHUS2btz13TlpK9iH1a2Q3pGvT8G+Z2WQkqP8r5U/WSqGom5hLizhFjeV5ro2pdI95Gseb4CR9n/AeughPrXgvcSXdufPo63YUQbt5ytkabbWSlFuvmQJoWb9zatrCRNkxWPIQMHeDm1OM2UPD3PejMQZs82fuq7An9NsE1r/GWnutcCeZh8nCKuM55vPMrd86z7pkZfqBIEcr+1MwGeaikivpuWKbz2P7cBLUW4aw+z5fg6TYJ2t0qnO5KW/CsMNrwG6XUa3Y6yfmfHxTY82PwdTviT0MTJG3rbAU36QsTvmpp/r6hQmrvxOeH+o+hpOk/LvfucF9WJf+Yl5mEW5JPxaupDt3nii7t+JRANnc+VYbZSOKequd3+inlPQmjBOwM2s2VdINzXhSsQi7Nlhwos7ZPqq3+dfK2LJESWeKYK8aCLJrj+WPZ8qOVgSBnbVoq5hnJkdtjZ4at6VY6YwtiZFbEzkeep2f2hQ+CptXNQBelSHDS/qc5pRcifrNvAS7e5eet54jy/KzhJGvPFmA3Jc+sSJlwG6dHmBwWQkAHt800IlyA9v8GzCscVK8dUaXpOg/HsbW9KTQa0WfjTVXzkc7k4E/lMCQnfqt5W5AeXpsAH2/+8xIyX7mNuIZfa/k0mkYRdDN9KVh2WViRfaW3EovOK/gVce5r7iS7tw7RH84lgV7zqru7MkZLCx7WGOW25phnno6c+fzvuc7s1IHlIp1Xr5V3ics5LeQ6zwjT90XbZ+44zh3mKP7pDvHwo9MwvL3iiTqsuGmCRasszKapcGgC+JCUoDSqAxAPtghGKgcWJe/jgeAGNA2pSyzzoQY0BLLKt9xdOfFsB0X+Br0pM0gfMfRTqQ0/EnY9tWJbAJDw7a+zurWy86Il8bSNJgOIs3zgus85rls/hCQD5a5MqQy5qqx7TszIyfZNpPX5G3qtwH5+Hr1asF63a4t+Nsy3RY5Eay7fjMhI1CBpfp7Mm9dVy8R+7nqjC0a/ZaDvXHYKp3q9cwDDBZywXBF7TGcD1fJ4qzaSruXirJCJyt7+p6twRSWmwfbjVMrzvrYa0v61g897D4nxbrFzuVHn9/6X2ZJT64uAWMXlzQG7b+urfI0cFSdD9ZDUx4cm68RzVZDZIlrjMDabVO5qcRdcCQLsEw7jqZ6wHBNnjJej3YZ1Z9JJSuAMuVkZ7ubjuTUSdeT3UUjZLc76QaruV7KIE/Lup/WLS9bYtWn86oO2gwkeHTBk6TMvabRskfLTebcYVxJ32L8sIS87ywcTgfodcTS/Q80U+SvJ0H+n+SSMpr3z4Ixa30a53wxx2WCSB6CLNmQjdZ6ZSxS6l9aNnlfhKACR4HtYkQls039nCvWzOKnlfRaWQv2PStLfVl96s9LAg2t/llb2bOB2f9UuzVjmirX48rnoH+WbKx5m2ydrHr52Nqwc3dpws7XvMNGAwq7H0nATiFPSngMGPnfzynpU9cLSy/IM5Pkn1si22SfWQrFy1QWuGKdlHR96UyKed6WfvhhCvnU72tKSc8fqpB9xxR66/dL1jZXMnPXlhREyq5dqWyXpnHchsXIK0rJLfFD10Gmc33l4x0L1N/D2LzsfPJl8O3cWHOo7BKF+CDlealCfyb0rgqeK35knDuPzCSrP/B56XoZWZNvEK0Y134/N/Y5xXpfrLHuMwf2fa5sprLkfz5Ku6jk5h4SarGU9LkHKKuMfg5lP7ksG8s+D2s1crmSv+TBeJ/+9PdHPDePeZofw4Xc3dAd57xwJd258+gbT6+skqt29/02nlCUixLLfa6VK610atcBHdi5dSFZMOCkfFgW1DllN7m25JZlrSBux8rq568eNug+8x00i3bDrt8kszSnet6n7o8FRWqXI4a1Ztabh7ljp101UhsP1In0lU2HVwKsN/2vsVPa16p/bUlPY9WBpXNvR7bnrFoAy91FW8q3smFXJ5U/FnZ3iIfY5TrfWtIxXgP2oKKt4/kY8++ZVX5rkVfzYm2GrB5jKud6Xm8qW446NoOVd3xiWZbfXqQqhziwcQ+RjatI3HU7hZYdtVWpeQtQuLCwPqLIpKuM4zjHw52inHtFrrsW3+eW3ynLILMq5gqCZeU8NUuskLV1a9Zjzqpbux65S0T+Z8m459o8dCw693fa6n6l/4RdTvBm4t/8s84dnpcxmSm5ue+X9MXanVsnay2n1hzgdS35JcezRqbydzu3e+dIFnXW8+Tasv23rnl7d+cFbUy3L4vm69wS4uq4f66Zf/bP/hne+MY34o/9sT+Gf/JP/sm1939K3JJ+DeRBL4PnRXkHGGLJMlkJhRtyukjmHhzWzpwn2KcMvQiafLvPIzAs1XgNGsN3L5I7j44PSoZV09NFLWyyDFVtDquDSBnaMpyXFeVKWFuW84OeW8+3SkzYfS52vcrGMjcuPT4dEMtggbS6bW113Frz1QD0PLW1P2/Haou+DVBrobUIa455+zmj3VpnyNtow2BxTudzCOO3A1H9gHvVl9bKtmWhLs4gHwezpDeBW6L1pkXpVdIFhlzm2JStNvNK486t15ayvpVV9Vh91g5jTtHXP/iaBzr9NoDJTZiytBVd7ziakxRuYHed1mVACuacsWRvfo81gZRzbeVyeQrGwu8e04r+YIkv3yxYddj4rlX3X+SnvuBeJ005keqnrCPZTfPdSc/J//3I/Lf/9t/wmte8Bp/73Ofwq7/6q/je7/1evO1tb8Nb3/rWmx7aUXAlXUODJ3LtaGBdedNcR+CCxZ0SuogiY0raank0ojDeAFA3W7szJ+1fBKEvf8xr8rr/ol0WOLTO3o82AVhnSv72Pp4NmnUTNze6XAHv1WYxq2bzvQBXm8KLJmzr6NfAFxvtPJ/TBXMNyHefzGFKhla6AinTCmaagP6eZJko7prbTBZSuk/o01i3o095ndtcb2Iz6jBrV69Br9pmCu72PFJPjlpTsYJUWVvaRYQdB3IeD/WkbGv0vfo89XTLjqemxU7B7cNuvI9k+NwHlVNddmuT8q0zF5h8HuyHodMXJbQyq91Z9PzSWNPbAGDs7vJk2NXV5wxzbdHf6ewqQZXrz3nZaLxGfVbGXH3yh5B8XJqQyWT10nUwqutZytQyfJZt1pZUto7AeqtYjwM3BYOynQebAkDXl4e3i1IEm6Y+Up3ElXFxTnNYx9INRuvMui0mS5HxHHbFvC5rsiOZZCzYfWkR1Yqr8TRYZIFR7RZtW9ejY28ilPrPb6Izcz36ZkbXR9/3+MEf/EEAwDvf+U588zd/M/7n//yfd0ZJd3eX28i1mhuuj2NMa64NMT47ziJq7u+5xdf6g4l/a/uakt3XiJaPoVLvOJi7a/Srhl6bZi5Yp7qe+XWS4SfpufDt3/7to/9fXV3hz/7ZP3tDozk+bkl37hW9svSsWPBhRnqLMfqhaEt4LdrSqC2j1C0EO/cUXYdaTlU5+16Pdc5Nh7mwWHNk31tBplMuKkE1pgNLdV09R93/1JsFZn6ImPB9wsaHzP66oNbEodcqub0IdhbrPuxMqynAVDBO25gTg+EYrCzpLEBSW6y18exSWdJTYOhjYff5AvPuKlMWfGYltx4C8t1BWV95GQsszT9b5ONWdbRVfAqBynM+p0zLxiqOedkoOyt2zeUmz0c++m7m7a9UyDh3lDuymdGnPvUpfNu3fRu+/uu//qaHcjTuxpFxnEpGu8wnRRi719e54m7pQdv6S5izck71VdPuvvWZrFaEctcXnXhff29Zf3MXmFTG3G8YQmTm1pK9Cm+N8m191UDN633mDjOXVlG7+aRMMJ3s3FySu5Zgl8Kxl7LdiPlX2Fae9HQcGyWTxtJi2JwplW2VdENxZp+Ty43l4jJyZyFleR+svlU29Zkxo9BrbyzGVoHfuLnUuIEuiI68AAAgAElEQVSnw2vJ6riiuf5zpZqdtkvcQjwg1LmtxBjx8z//83jve99700M5Ku7u4pw9I8XacRzHcU7BHQ6wnKRfHffPDF/84hfxd//u38V73vMe+v2HP/xhPPvss3j3u9+N7//+78ev//qvb7/7+Z//ebz1rW/FW9/6Vvyjf/SPtuXvec978Lf/9t/G448/fvh6nBFuSU/EFdBekfKWvyJvu6KoJxaLtuVBpuy14qoBJGtDIEX9EIA2huIJa90AbRirs00IaGNpUOqI+0Tb8AChzsjiEojq3JGAvT4OcxuPC+jy98gBaEMorTkixSFoAEgbinTZzWj+YdKo1gm2mz6m8fVR0JHjfbEkroauF3nM0MGH2locA3HvUNZUK8AyrXFP6utAQ12nPI3HVm7d7tZirtpn7+wFpZWZuavk3+kbJHUJElJG2p7CcoMp5IybdW2+8iVcZsdr6tixsTBXE4DPIaWCBMZrcalkV+r7Wou3DlhlwaTask7dcMLYKp7LMqt8yPrM3WHyObKc7mzXVUXX7yzbQ5CoIEbglXTtUv90scyI0sVdEGa3sbSnZAD5dW69qa/dTrooRu5z1e82GFToPYjV66KMgkOB8akt2GWg6foyGFTPS9df9+W8ur68N25zupNLR04fy3ugRRcB9ORAsjIaYNmWmVGwkcsDRaXhsozYkDFYsgvysVXLBr4GN8BHP/pR/OIv/iI++MEP4l3velfx/b/8l/8Szz33HP7H//gfePjwIb7whS/g6aefxr/7d/8Of/7P/3k8++yzePbZZ0d13v/+9+O7v/u78XVf93Xo+x6/+qu/iu/5nu+5phmdFrekVxHInxIhf6zyWlkIkU2vVmtkN7H1NbKHjvXgP3T82ZzV3A8er4y/n2rvLJhTAO1Tk8tZssy1ZIkLwZwrCmvTKtPl+Rj2UYjrfspcbunaLvmjc4+32Z/VNfzR/bE86Hr+1vFYytz5V3t+6vKpcSw5jhuKa5JsPI3YNXjq+pXam5BN12RYdebanJBBLmv0rwWn2mfl6Yu6MQofA2HJNXkor/3RMVmjTJbUZyy5mJyD7On47u/+bqqcA8CLL76In/7pn8YP//AP4+HDhwCAN7zhDXj729+On/iJn6B1/vW//tf4kR/5EbzlLW/BxcUFHjx4gBdeeOFUw7923JLuOLeJdG1d+uQQAqjD6Vwwac145nKqa9ljP/Hoe42+e+v7z1yfS9aAmTUOfZJj98vRXIyb6ZxhjI01T+XJ0ibWEoBRznT6PezvrTZnZVSfzHoOnMT8lOf/XkJSjOv62bubSZbsEnpodkPnlnGKVJATNA3/gf7ar/0avvzlL+PP/bk/Nyp/5pln8Eu/9Ev45Cc/iaeffnr03fd8z/dgvV7jruJKunNnSa477VRGjw3pdWruljPLVMYWXd6E3d1Xu2pMuSzo71mfU9+nG/LchjypPM93XpsJRstYOdWn0HNIimmAEZQZiGlQuGKuxzY3lLm89xY6r/whsBz4U7JTWHOwXF+m2p0LPM2V8LwN/T1zl9EPeLo8t+DrMhhl1iZO1u5kE8dasHPl0IotU7KjlEp1cosBUp50uy9dZ32iHOG1riKyQNZxTsFv//ZvAwDe9KY3jcr/xJ/4EwCAj3/844WSftdxJd25v9zM2z7HcRzHOR8qgj2vgy996UsAgCeffHJU/sQTTwAYAk7vG+dxZO4wPdlF1JSVym3p9xhDTieAkPKLA2NL1uRd7eWCSXURRYC9ZQjvoxSK9oUR8JcCpvSu5t0mlWAbdgGofQQ6FXyaUjLq4K2ttb3BeEfQ7cDUZ22RZm4hh+RJZ9bLJMvap2sjvA6bl+6f9TEqq5yrZs7tg74hCIYFXco6o+/J+C2s8R7LpWLK/WSKOVkrdzgrm/s+ubZY5xxry3KBza3nU1bzURBqIGWkXza+vH0ybhagKcoqnqzmabdjYOxz3cVpl5h+kxtdxwEP7ZV10ltAfe1O9Wuo2iE0k52rIWo8Q0BrXR9DkOhY1qrZRyneJlhLenBO9zxo9BjQ3UaPwJJg0pvgC18B/p+vHNzMgwdD/teQ3fSTe8zl5WVR567jSrqGJvQ3HGnpk2f5DtK6wKzJe80Hq/ofdy/lq9GLidexhe4j5bVkicul9VpUiGubSPl6tgm8jSYIJPuBDq+CJZMDmiYU88qV6RCGm2yzmWynmmk3OofeAOSiGWeXScdJK/9pLhc6U4aen86FzdxN0kOLdlQNWZ38tAuhVD4EQKuUbK3M5ugNiqZcaNL3cznA2RznXGB6NVc93yk3n1w27z8f33YNyG9Jn0Nz9zx9PNnDw6mxlGHN3GZcbI55m7lMrphP9aHrzrmrMDn22XRxUQ3lbi+5LLJyNl6i6Ms2S8pO7KonSiPGSvZOYd8p4alsHctr/WgzIwXL5CLg94rEWrXT9dxIomV3n4nirP6rN1HqYmnoYWlxZeOyw9x/cllmONq2mwmvSSYZwFD0l1iEWSYXpgyzLDAmYaNH5DdXcnLKAsX7VKkh07wO3czo9U8NfxK/9Qd7NfO6170OAPDSSy+NytP/3/CGN+w3vluMZ3dxHMdxHMdxbpQ/82f+DADgc5/73Kj8s5/9LADgW77lW659TDeNW9KdO8vWxcV6FGXGCWXhv1jqepBbhwJ21juWjzzJSPZ/7e6irchTbzpyt5Ra2dSBNnexuRT1NmirO7Oq67HoNwjJ3MbmqNcNGAdozrnDMFL9OcvzEkv7qUnuJVPsk92lyro+4yZjBoFOjGUu2NR0dwmkjIxFlzP3OisIVn3eJ2hSu72s++nMLL2U3/fK8lzzJjON8WqBO8uUdd1iibvMnee636LdBP31Znex+K7v+i587dd+LT72sY/h7W9/+7b8Yx/7GL7t274N3/AN33CDo7sZ3JLu3F/YfchyTyJZGpZkWDCpcWuYqlvLoa4TNSTlOneD0BvNbOXC8Ef3m2TzoaQ2jYeqWabqa5ow/nNdhFD2bSnoOo+69X2+3jDqaLl0POYU9NG4s7Z0+Tbne+BK81SbzMWFMedTD9hrNbWGBr0M7i/7KL23AcEwv6sluRrvA74cR+fRo0cAgD7b5aptW/zsz/4sPvCBD+DVV18FAPz+7/8+/u2//bf4e3/v7137OM8Bt6Q7zjlghD44juM4zl3hP/7H/4h//s//OUII+OVf/mX8yT/5J/FX/spf2WZ0+cmf/Ek8ePAAf+Nv/A180zd9Ez7+8Y/jX/2rf4W//Jf/8g2P/GZwJT3RXwCrR6S8BQJJANyUyfOZheWiCTTohbHuBTGz4AnKoJlAjJDAJsCSBGgy7e+q38Ucbus3AYGM1bYclZYuPteyfhO4JboJoch2IALkIaJD2nE+LslkowwBqTmrGApjnUDwYGP505bzlPWm5pU4dZNpUbqQCEproWAw2eXDZUq8AOhDWb5iEcRTI96wzcgCw8pI2rVcY2j7RJatAcCjzazsMGys7Dy0rK3W+E+RaqmWmmDVvdxdJiz0rN1al5kW5QXJDAIFeVsSyr7SW4McEpeHJtS58mzGyq49L6/L8/tRVwaORgFe7cprFAuafNRLIRsFeNSVpzfLk95Hodccdp1dR6Hz4mVlkOoQLMrr99m1dgiIHcsJcecBBpeeXJa5/gDAFV2DUm74wlBfWBDkoYGR0pTBo3F1eOrCJfVrXVL2mes1pmB829vehre97W2TMs8++yyeffbZaxrReePuLs795aZ9DW+6f8dxjoP/lu8ufmydG8Qt6c79haX/u+7+bxNzu5AetS8S0Jq4a65BNVbzRM3upLUWdMt6XsuScVtyOl3jbeYunY/OmPtwbA990+CcDD8yjuMsoyanekK7puisLSmn+WzGFvVlnoFmqi9rTEvcYOaYelg5huJZo5BP9TWnmNf0v21rpg22cRILik7ngDWvPOOLbjOQcst956az8ziO4xwBV9Kd+8tNW+/umkXYce4rN30tcU7HfTi21+iT7izDj8y+0NdDZTLsdRS6VT0LBnqwwPrTkS3fmljGblk7c1qwcbHAowtjrJ0IVlkgYB8ncpUXfZXBs1ZcYSPld10KvNSyTUBD5rAime6GIFUWAFzWv2gDXa8LFt/DXGt0XvFEsiQy5T2fg5W+keVJt9pcxGYCen3ZLqN5lTTvuZzmVj70be514yxmO5ky5qz+Fuw4Acst8Pum25ybVxPmd9vULAiwpGOotdBblvRRAGnY1ddBppNjJfO1gkxJ2VV/2JbyLEB/yJMuNA96LWzH0Y70BfBg/nW/X673fbCy13ZC1sAI8Gc7qVqXqOq0l0vcNtjuogg3nzP8FAoznSsW7KTq3BSupGvoj7Pe3LlEmT2EFEV/7FTOXRRcLshowS6cIgHr7KLMMtw0of5BJUop24TTnLxd5A8F/OYnuKhdLyu7C71GsjaNc5Cdng3J+DLVRi1p/HrOemOiues9U3YtF5WIaYVe1586BnMuMlOksWo3nUPZ1w1m7jyrzcKyRLZW8bbKmeKsFXPdL1sXlu89lTNZ8pldk7vIFUSWH3wdS0W7I3smWNldWBaU4XomxeZF61g+PPRx2cZFDKrQk77Yw0eqX6zBNT4QLKZWyZUASHaCWop7rTIrho+arK7R7zvYSrlFPI/NjJwSf4xyHMdxHMdxnDPDLenO/eU++BoeE+baErCz8jI3GG1tSxbp3B2n1h1GW9d1XVZ/Ow7jIGvromWovC4ThuWuQmWN8jzIsqaeZRUfBX7ODCx3UcndWRjM2BiyP4x0no0CR7N2bwq/ljiOcwJcSXfuLzedgvGuMewwNS5j7ji5Yh2zcqZs16DbnXsVr5XPu7AN+pSCan1nuIhUk2dimfothZkHEct/PXFs375jcwdOIece44GjZ4u7uziO4ziO4zjOmeGPT4m4AtorXl5sKc+DSe1AGh6Jn9OEUGx1LwKsSQxIK6EwLnUBWBdtomgTABqEIuPKqjHGyjK+RPCsNTRQSzZtj8e17meydWy4bLkRro+hDPKUMhaIBT4Bm0wuWf1hnGVvVw0LNAMu6TEv67PsMCEAKxav04FYn0kwqA7azLtnlr1YmZWjJlAtrXEeDJpcEti6sPHWvM1I55RlUmB9LcqTfsNW2tp86El2iiXBosB0ppY5dxir37SeNdldmCVeu/+wvlYo10utob4Gvbzm1zMWJPpKfvEE8Kgvrx1DgGV2ncZwnaGBo0aAZj6CNck604kUQfdJtiiLdtYXVpbLpoBWJptnaLkiAa0iPJsNC7Tto9D7SteXl4guCp0DDcTsVzwIkiWFyG8UAIagS9JubMrg0f6C9xXbISh11Bf5ncW2Ppi0vzDmWxvwacxrOxZXBc8Vt6Q79xemGJ35W3XHcRzHce4H/vjk3F+s3OXO9TEX+AmUu5TmJFNDjS87M54xK91tozaF4qiOOvlrzTVzD7Y1D7lW4OghBG4xdhyngpvODe+YuJLuOE4dZnaXzWft+sIUZ50JBroO2YzI2pBJ9z8VkKrb30dxv2lq8qnvM+4F+yCM1luPx/ASoBsMsLYYIcwEjqr/W9ldHMdx7hiupDuO4ziO49xX3Cf9bPEjo6EnKonCiyugIVFGVrMkKx2jj2Vs37DddFY/AE0riFkwSpSyLG1qWWM/i8K3y7Z2UmXxhSwY6LLhsmwnvSaUwaA9CTwaUjgLQjazdZQijrANQBvC9kimf9eyi0FL5V0EBFLIrpow+n8AsLLWgKb0C1iFcZuNtkLn5E0wy/Gce0hev9aIGkgqRYBbMHNLeYMyraJGsn91Lm79HdtKfBSgaow9VbP6n4Kt7yEcGvNQ+8O1rO6W1bx2x1Gr3a1FO4yt23M511kwqC5j35M1SPF7giGmXzD8btO1K506AuARDZocghbz3/hVL8Vv/Kofrj/aM64XwVU/rgslq+lIkGqUISA1P8WvotAdR1kw5xUJPO3iMK5ivuSafEWC6dNO1jnDfSWTRfkTFRnWpgie7cvAz14G+SJ4lgTfskvB8MWCHxOTlVDuzGntOBpbVPloSWMHiS7ZCfUQ/68lu41GD0s8d1xJvwZYxDsjiqCdemU8kgXyS1wvoUj5vOQnGGXZ2+M84n+gHL+gXAPr+hqJ4sl0jdRmyDLvdGz9GiMVtpTuyKtgZyjIGXSUsuEHZMB9lPosIkwsKb+araafQ+5+rD5gZDsBP0Akw02R3QWw7y+5Qs++T9/R3wGZl9XGPveefC2OHURsKbIWtbLWZkjW+K2NjVgZlQ3l90yvYPVz/3WdCUYr/Exh35CU5rws0SktryNaZz+RhYSV9SQLSkeycHWRZCaR8toThc/BVEYJef/bsS5pJO8ffF3YevXkgWQp7NgwzG0MliijNJNLbV1slO/sZFzykLAEt2o7Cj8bHMdxnOun0iDhOM6J8c2MzhY/Mo7j1KF1qlEw6OaztkSbgaNZmyzYFCit88D4rYF+364tbczyK8bnnJsKQlzydnvOaj5nUWeuJrksk9EKteUaM9fWtj5/2zVvdd98VueZNsZyNzPHcZzbiyvpzv3FDXnL0IraAa/V6/rCtEKdXGJqXpmzh4u7xtS5POdbrikU5SP/SPZtzqjnerlzcu7DfYJtyuScBWenpPd9jw996EP48Ic/jH/zb/5N8f2nP/1p/NzP/RyefvppfOYzn8FXf/VX47nnnkPbtotkCqxgDTOIw5LNigytgJVGKd1+WXANxIirI7JiygoCG6/hdpzTy7zRUo8rv9ebsYFENloBTaEcA3Fp361B3m4kfUWgIROjLu3GuCzFodi4FvPxmbPlzNd8yU1lUWfkeyFlU7CxHhLcGea0edLfubFkDZYo3Ow763NtX0v637e+eiswOrKb/+jfl36Zkor1b4r9vug1FfZvPC+PKK9d6XpWBlOWAaIiQq9/7DpnXfus6zQtt9Zgwb2GrgFpM7J2DVlzvWvGBYDfg1HvK07v7YHUN9oTIisT4ypgfVksvFDX7Hjq3ArOSkn/vd/7Pfzar/0afuZnfgavfe1ri+8///nP4zu/8zvx/PPP4x3veAcA4J3vfCd+/Md/HO973/uqZSix5VYjq5xqXOVDQBc62h2LuG8CyBU5FAFN1s+tJZkA2gC0Mc+BMmQ9aDLZVTNkV8mxAqrYVvc0UAtDdhRNE3jgkYgUSrIAyJdxeOsfimw4LI5SAtA25ZX+VZRruWqAS7LCbF6BHJthDKXsZRvosclHEDZjyGmDYdRkZTHXbsDvlIBtEaftqs9poZmLC2BoFjDcWGbGqPu3bnZMlnGOyQwWubsslM2x7BTsh6Nl9RhrM8EE1a7+3trMiHzfpfNLHU+WGaVTgZg6m8ojfvmlv2d+nRMa+JnLyka23NK+7CvVL7K79KVsH3mGGmusNDsXuybHso1hXHxd8jXooxSyQtYl1S+z1gi9B9LgWxJkOwzYUF9qA0pjWwaUxrasL6EMGk3lrK9YuVuXNPVBotacWDkbl6Wkp3m5T/rZcla3rDe/+c34m3/zb+JP/+k/Tb9/17vehbZtt8o3APzYj/0Ynn/+eXziE5+olnEcx3Ecx5nFjdDODXJWSnqiIf4GMUZ85CMfwTPPPDMqf+aZZyAi+IVf+AWIyKTMBz/4wZOO23HuNMxa2hrlwfjTZnVyN4cUQMjabDZ1G6N+Lpu3Zf05FXP9TvW/RF5/Z807rXvNuCzZxfMO83XzvpURUluakyvFlDuI5RriOAdxH86puDruH+do3JrV/PSnP40XX3wRb3rTm0blr3nNa/Dkk0/ihRdemJX5+Mc/fp1Ddpy7RVK28psWybpBfXO01jXn4qKrz/mxs1zvVluMU9yEj/EAsMSEwvqy6ht7CVS3OyVnubhoufzBLPWfyWqFu4c6fXS5+lybd9txHOe2cGuU9C996UsAgCeffLL47oknnsAXv/jFKpn9yO80S24Ggcpvbzj66xNZ9VjQpClrlWUBglZzi2VZOVsbUpf1BQhEwqiuBOJ6PbEerF3J+9m4uLNmrDVkZxGfgwFrwFqjQ05ZaxxzbVhK/Cn6mqs/x03pc0uV3lrZpfLHbnfqjUAF29+B/t1CHSYZy7KQi7nPtD81TvYbZ22wQMZUViVrlC85KSfnVVl2ip+AFfZSrO3ihtWD39TATd/rMF93FvbEeY0cPIdwP94K3DFOqqR//vOfR9cZkTuKN77xjVitpofy4MEDAEAgVqCmaXB5eVklYyINEEgkS2xRBIk2humOtdG3QFuuAQuabALZ9FDK7ZtDCGikbgPLYXe8cgo024kROJRv6QwMgZAsi0lHZNtmmMeofwRu+QqhMPQ1APpQiKGDENkAyVLkDOMk58SqrB8kIJCJPSLnlEBokOdVx7XOVb7eIQwHR/cPAKtQHltyfQ2BZ6IZzI5lfWpxzge1bYMcGyufeRJtiexoDMZNoigTO/CTtV97r7S0t+t0+tvXOj5VL7mW5FjxcyH7V3+2cpVrWSvPOSvTO5LqcnLt0W4rSZFl14hHPSDZ9SSvn6CB7JEH7j8i5/xVXwZjRgEedfn1bAhSjdm41rG8fkaxg1+LnT2F7yJqXadZ4OYVuQWzeQkmdhzNxtAJl2UuR1bwLKMn9QVYGAxKTkZav/LHGIDqHUelGYJRiyczVr+u+y21a8DmjzDoIhYeOHq2nPTIfMd3fAc++9nPTsqEEPC7v/u7+MZv/MZJude97nUAgJdeeqn47qWXXsJb3vKWKpmTkp50962OUjcK5KIVTBsub7OWKMv2c6l9u8x9RfkcIgRtVi6kryW6jpUqMUo5gmgsLU21GPmDktVXriM3EMTsQh+M+tSbYamlk8kusYAeQ7bK6h/Kp0pWR9TnGg615h2Lffqeq7PkGOxThyn0+/bHzkV1bHQqWZ7itFRwLVmGmdKV9lWXFnG4RpXZXZhsarNIwUgymxzDz96aazEHo69BST/uuMw3AUeYL1dSmdwBr5fn2i1SIBIl/VR4usU7xUmV9E996lOFxYMxaeHe8LrXvQ6vf/3r8bnPfW5U/uKLL+LLX/4yvuVbvqVKxuSF/3dnBX/D48Mfx3GmmXO3YRb9nCmZqcvHUpeepfeu2pvzMe+JNW0d0t8xHrRq+1jwEMkexFkecbO+1Mk5zr3nld8b/gA7hb73zYzOlZMq6RcXxzvwTdPg+77v+/Arv/Iro/KPfexjAIAf+qEfQghhVsbkW18LNPOuOY7jKPRmSswFJVfiTcf8jOS+Yb1amNtJi7rbkLJjcGi7Wpmda6vGx22qHavceENe3Y92YZlS0rOyfpMDm+XH1q4jI4u2YRlO7hun3gzXcW41D988/AEG6/7/V24a6ZwPZ5mC8dGjR+j70oH2p37qp/DlL38ZH/3oR7dl73vf+/B93/d9ePOb31wt4zjOEZmzmC5xyznGOI7VV6j8c8x+jsVNrPcec7B2RC7kjtiW4yziPniPeArGs+WsVvMzn/kMfuVXfgW/9Vu/BRHBu9/9brz97W/H008/DQD443/8j+M//+f/jH/wD/4Bfvu3fxv/63/9L3z91389/uE//IfbNmpkKJbPmLQozHIi/ESUFsUWmCHSdvMAo6GsbJL5/gUMVqM8VqyNgjbrP2DYATPfc3QdBTErawLQkjGwYKQAQUOseiwga9XwV9lUNpRLCAzBp5oIoCFr0ASB5PPalOcBxcwnvevLtWL9p/psDiyuruvL06AJ5fgDgHVfrm0MpRG1CdxgvCLtAljmW7mPbEPKNPkasnrse72g1n7oOa1RPsc+da7Vkl7RHgvWZH3NtUut66Fs33jIoC9JZPC9FoyV6l6VpXNa72Cp/dTZDpSWjzT7fa57YF0py3bLjGS3TNn4beenJ/fnLpMBAMOY8vJF8yI7g07537M3F4f42qc3IjlsDXrhsiJNXdBlKmdlS2Rr6qcdR4tyq4z8wMxdS488Vku+Vs45O4LUOI3fcUIIwI9+M9Cuyy8vv1IGsbUd6N38wYtlWdtRN5rHHyvLLojSu2qAr7osFW+WVeSxVcCD7NmhCcDlqlQ7H7ZlBpFVM2RtKcZ6UZZdtHwMX0VkL1tglXUWAvCQZBa5IG1etMBD0u4qlHO4JONqm4AHJCL24arMJJP6y3mcjZVp4wAeJ15eTQDarLMmoDheabx5062hpLfknHlsZXhFsOwuVhaVWlnmTDzVrv5+6spjucEw5vKkL2Efh+YA46loD9iO4vn3tVhR4KwN41zmsnVyEfzQsGDMPspW8dMK3RXJuPJqx5/V1uTYvUwu6eueb0n/MtHcH/XD2DRRgFdJdhemdK5jOYcowFUnxen9lXWZcWUYb1n25UflWNla9XFot5QtM66IAK8Qj89Xe0HMxrXugZfzNRCedeblTnCVZ7iJPJvOK4/aIYXuSDjtfpYPrEy1jLji/tWPnijLmFxsgas8Hi0A3UWp0PaXQPdgXCYNEMmP4dGTRn/kBsDmxbKvxBZ49Y+U5QhluxKAR19F2n0A/N8/CPwf/ydp5wD+6/9VFY/ozHNWlnTHce4J+p576LU8tXWMe8JeuvYRFPRzfKW+75hmjof1MoTnDq+jML66fuA4zh3AlXTHcepgytfgT1XKzrmlJPcIM3CUlFmKVzPz/ZxVf9TvibXlfQI0a763XFumyqwgVOZ605DvrTHo84S4b2zjP2Xn9tcbrhqsHjvOfRy7kHiGF8dx7gKupDuOU4dlIa1VEJcqTkvbOEdrtOaQ4NCpekuU9Jrv59paUm9CRHtKscOqX5cnS/sUrpg7zp5ET8F4rriSvuWEd/jK4AyRekOeoH7EEstYFtPouOBGd8jmIVOxgmxeLHhWgqBXE7PWQ6TcNAgYjHzFZrKhfqMTa/7WZkTMoEtlN9vBJkPzFMw92BoXNZwuUbjE+G7OEm7VmxvDIeRW+3MgH0ftuI6hIO/z/YI6TInmwYlKMVcVki+6PudH9bVV3eiL/b82aNKSXeJXy9x1pjYoqnHRWbq5D8fEvdcAACAASURBVA/8rK9PNxpmx9G4MtE1IPUXP0/VBlMuIpAb4xE2HaJjPcJFqGh3YZseJHorcSU9ISTYAgCYqtS3m+DRCmJLNVIWINS0fLfNPBhn8DDgQY9F9+nmV9wRUPzG+wgEutNj2VEXeeAozQQTkuI57r6QDQBiGeQaAnBhuCzk4+1IapgmAGWYFs+ukge4JliQU8SQSaWQ7XjwbNuUa3DVZwG1SFlnxrIXbSjOo2FIQs4Dlp+GB8Su5raOH3VIyiKRFYyfCKbuyCL8ic1yUZlsS31vuWqcI0ss7LOBpTMuLNZa1AaIalnVVd/vFLTkdjJce0rtrBOSBSXKNjuKtq7TbCFRtv1o1xktm8ofdeUJsybZWQDjN2644eTjGn7L5Xy7OASq5vUf9eUadKSvPgoekd8dC5LthQeZskwyXSyDVIUdL6Q1GJf3kQSJyvCzLRT6iCLw1HxwYBnSEHgwJlM6rfR/NBsbaYMq6cHoq9kEter6SbbiidxSmvM25+Sr6odhbS1YYKpzFviR0VQ/7S54gjXarDbQkBvaqSyDS6wb1vgXTIumZ0M4LP6PtgvbSlVTltqlsuzaaw+vkLOOLXumMseV3yutcbFGliiwS34e1ZbswAdmvUaYauuQE+cmWaKkH2oxP0a9mXNeG79rf0+jOrp85pjq7+lv1Cirvh6QNmiZDIaAKtmtPGmDWJyXXLtq7ytWX0s4JDiXGU2GLw7xCUv1F5RXtblHf1WcYKxT7Tq3ElfSHcfZH63ksx1HNUtv6jVuNbn81P1pSQDpMTjC2/hqOfZazao/Na6KOswyq/ObT6GVzijYupMwF5AiTWMKMpVSydSyecpEx3Fm8A2IzhY/Mo7j7E/uVhJJecKyjLeb1ydauTIDDCrHwtBve4+ZW51xoEGwqr6V21y3UVtuZZ3JvQFQui5sy2t0Y6WIC3buHdRvWSveakOdGMvTIM8E4ziOcxdwJd1xnJvH39DeC/bVn13vdm6M+3BtYhstOWeBK+mJ2Br5no3dzmgqALacxESEIXgqp+mBLrsdtQ3QZhazIENgIb92ZLJhE4SYCb8agTYbQxsCndajXHAzLiZ7SWJTopS7qTaB7y4qImiy8tAHNNm6hFCOHxhu5qvM0teGMIwrW4OuXBb0vXAXaeJOwLbLTmMrxiWhCLQNAehDOa+exSgJj53qmnIOKxKr3ARuAWVZbwBupF0Zp/f2j7a8Mt8HZq0VJcuicK225shz++U+7jdx5RsivpfJ14hbwaQ1bi1Twd/62Ojv09IKEOPOBaV0TyldTwQ7dxntr70mO3sKgK4vZTvZWfSTu4yocesh88BRfkqxa/K6l8K9pxe+4+hVZwWOopDtpPTK7sQI0CTjYllYBll2ryFlpF0RO8g078+uT+ZFxhUjil1IAUCikV2F3VtpMKgVdEnKJZRBlrHlgZfSoHytZASzsh1SY1uOgfVvIa0xXyPZRX6zsPzca/t3bgxX0rcEfiJbgSymbF27TBHk6fh4+kErhVh+MU0eCHnSFitNIIPdEBqjnD67AGjyCzqMNQAZa5ZqMfXPEtHEyJVc2f6lyoyxsnkx2V7q9/GJKOfAzqwAPq9GyjVMA87baEjKTQvaJhamaxTy3YGBiHu3NVX3pi1iS11gan3arXZr+poLfJ743YqM3VVYFpS8TEjZIFsqgoD9WxSUD8m19VlZareQZRlXzHmVD+1MNsnnxSKlgcAKBrXuH4sCYmv7qpS10kUKynmxc2MQnroP71k2JVukYDT6p/fxCX8yJrtkvDVjteoLKT9FQK1zLbiS7jj3gGu/FOsODaVocVtL2mFPGdftrLzEan6dTCj/zJIKjBWqmw7MHAJHzfwgjuMsxQNHzxY/Mo5zD2DG7qMQUObTFvBML9pnYZ/6VjAq09aY7Fyg5U2xxMI+lyd9DuPttnYrSQjGrinpX6ajW9bphA4M7WNphZ3bXChldAEGFxvmKrL97JGjjuPcEVxJd5x7wLWqp2eqCzs2llp7KnW3pt08B/pkHaEfHcepwTczOlv8yMwRmzISsDHyt7EgDEuWVTd8nHOSNav2bXofScppYlrtRdDUbGO6abMlr82ZRc2KB2S72wWE4pV7s/1rR/KJrNt1VdCRnUz7WO7W2TSh2o+1Ddw9wPbVH38RQkDbZp4hxryi8L7C9i9VRuaFJlAvh4ZYHVtjDRrDFYKdBwftIkpS/23lmOyhHMsdZ1+WWMeX5F43ZGvP2RQIOCozZAdLuRRlW1nlx56nVkxjYv7cUdXT5YU/N/j1hAdY8gPOynvyu2NlzG/bIgVoFm8DyBp0bGdPWMewDHI1ZUkwJ9txVKxxiZjnBptXsV5LfnNTO2Uyjh4MOeEPzoJBa7F2EF063yoWBKk6Z4Ur6YnYAC1LAGwEkdBIayuCmqQ3Ik+usurKMtm9it72Hia2c8+7lrTNfNY9eeVMlS3wLagvmkDfnFuBS1fZ3bIJwGNEe+8gaLPR9oJiG+8mAGIorfkYmoYHaj0iDy8rEQTiFsGyRFy0gWaoYduLXzQBfXYc28AfitgDWBRBnz9QBJ6dhT1XsgcSAIhkrhfGHZTKNkDMz08Y5yc9YVCfvWXWnDpDNOqfwvJvPWgsqT83rplrANsiHih/S+M6fIHXyu2FybA85+zBUoRnG0n184BCq69Uqq9NbL7sdzvUI7K0Pldm2W6dTJldx/L6GWW4RuQju+rLh4ouCs2Cwq4x1vFm87oi1/Qow3xzOnZbtI63+QA3Lptzjxp3Fril1/KjrlWUlyitsS2VamFlzbJg0CXltVjzmmrXfdLPlkP3xHMcx3GcKtwVxXEcpx5/fHIcZ2+0lS3lgRdw61ueJx7A2OI8Zyln1uUl1vVGyYas3tT/l8im/y9haeDoDGzt575jLhUCO9tLTm2spp5mHkzKLLOMjqQqdBznAHwzo7PFlXTHcfZG60q97BKoWDmnqUtVnr1liQtMriDXyLPPc/9fIls7jn3fapN6lqtDjrVU7HhNKftLYTnEdb/sWUsMtxjmunbMsTqO45wLrqQ7juPccRb5AJ8YS9GeQ6dhdBzHuQ+4kp7oHvDyuCJbYK6AhkTYsOCLBbKxKw2IsRE0WYaYITiSBxzm0flN4Omhm1BaNdckCh8Ygh5z1r3gotJ6xeo3gbs/DOMdz2HVlJYyNn4AQyB+XhaHnUhzHqLM+LLu+av/xy9IkGsUrMkYLiILsCzbbIOdNSZfsrYJRRlbK2BYrzxIdBUCDRxlc6VuKQAujUBdS347Rj3wnny/h0V5NMdbnrQgkl0tLbq+XlFlQZdW0Gge2A3Y7i7Mas+uPXbgKO+fWcNZ0HrX68BRPa5S9uV1feDoV4hsHrQPDPN6NZuEYAjmpIGj/fy6AMMasN1N2XrTsii0nAWJsuuckAB9YAi+LQNagStybK/IGlytG3RsG2h2v1w/5FlPmOySYFIm212WmVRiO4whR5pyXP2qbJfJJdk8oJMFowK268khayANl039e+Do2eKBo87dYlHWgOvr6qa5qbHepjW6KRat0Q0v6KHd+/ngOI5Tjz8+Oc494Kb2FxLZWexW5I1Kcn0ICy3q/caJuSFvHe4zPdmN8zrIc6RbsL0KBPWBp+M+l9dxHIfgmxmdLX5kHOceIDiNoi4oX5HnLjBJf0uv/UMYK+yCMu/yKkxvVJXa7KXwoBnqtzf3YAKkh5P961s5pxl95EGZU/nQAe7iAtSP28p5njK1WHOwxlvIZW0nV46ObgTkGrvjOHcPV9Id5x7gxmbHcRyH4ikYzxZX0jX0RF2a4+0ApAHCvBkrvR6uec2f5HJRtjueFQDILHIXjZH2jSxhJ4JVZhYVlJa8AOAB2YWUEQVohOysKShMq23DA9BWLO/bdiRj1iTwMxiyrNEmhMKdI6Ic1zCfUFggowgJJgUiMTczq7k0fMfRZer79O/gcjPBOeu6iL2zJbA5rxsWATyNtr6zgL+bRrDMut7F+nzgU1bzrsJyTYM2zR1LeSDiFEOwJAmg3L4RKcdoBVgmcos8WwNrXdh42TnD3hZEI8CyI4H3dq73MgC4IwHEPdmxFLADamlfbK5GXvyp3+VIVsp2F7ktsYBJU3ZhZDi7j5+rElobsLlkd1TnTuFK+hw9ye7SdkakNbkQtOv6qOzVuiiKJLo/BABNGXHfRqAh2TOYIvbA8H9gF3+qtMZBUS/KyQ3hsuV95aSLfD4EARCyY9AEACSLCss2Yj3QMJeKtuHZEHjGFn5Ts7LhxKw8hPJGHcKgUOfEUGZ3GfKSl7ItyeRiK4d1x9tCrzVzn2g2ri1McU/fFw8vAsRKZUFnvenMh67zgymtNTBXD82abDef1+f1yrLhoULKMjO7CykjGURYdpdxHTUupgyTOep5zSma697IeELK2IPCoKSX82IPFCw7S5Tht5L/9q/68tqXu/xMYf3GqCxxx7K6GrJ+jb+k55Es25TKzExSm/Hk0Iwk1cp/4GOSxs7olmdf6y8OVLQPfBfaz/Tt2V3OFs/u4jiOc1u45X5Lt+QZynEc5yzwxyfHcfZGW9SYu1SyGgKDxbzNXgewNyfAfOBooo/CA0cbnhf+utBZbfZhSeCo5c4y51ozF9xaO37B/Fh7cpy1iwuzwFptivp+5O5yTjs2OY7jHAFX0h3HOQpJ4QswNpq6RrSCebHPbkk3BFNmLeZcW+x6M9/XKueG60ryFTezuxD/8yUwf27HcQ7AUzCeLX5knJPDfFstX/nBz/pahuVcM/3G1zxPwXiXiAJETwfoOI7jHAFX0hPd5RAQmhNJ4KiV8WVJ8EVkaVCAPD2KND3WzSuFaB/LYMjGcBG4ECnU4VfIJjCrJgxBnhlsa+1VW24LDQAXpH4XS6UsBKAp42Rx0ZK+GqDLAjeHgEOuDOWla/BgTunKdVk1uywlmq+Q431pKpo8gDK3LocwuHUUZaTdi1ZooC6jNvMPYAXE8nW9IMd7CNQlnRFrrT43rCDT1NQVHcE0q6YMrgXqLcPHREhw4VL6mSBRLcfzpNf3z7eZL8uGwFEWdFnKDpZ0KcuI7FUvPMPMgsDRVKbnwgJEu74+Q82jns/hVfIKgR2HdSzPdcvFq4tlMoA+Ao/Ier9Mrp1XUWhQL7t+02MrvPyqL8e17oFXSLv0TVB3YQR+GllYWJBmbaIGS7Y2eUNsiWzggZe9NS+SKSGueOCoFTxbI7dINvD1TmvtgaNniweOOo7jHBm3pTvOHcF/zM4N4o9PjuOcBcnCGEhaxhpyP/Tb7FAT5fS6gZVO8TpJFvB9XzrUphx0HGeCc80j77iS7jjO/gy5mccaluUCw9wJmBuQFZDYVmZ8Gfq6PeYvy/2B0cXDgyZrXVvGdSpdJrB7WLJcW2qDY61DuDYCR+cCYh3HcW4brqQ7juM4juMwbvMruVrcJ/1s8SOTkKbcJQzAsNtYVhRboCFBpqx+XJXbgEK4rKyAkO+1nHY7U4MIgKAMnoqxfH3dhE1XlTt+WtaxnK7nafaYNWvVltbWYdd3kt2FBMQKsZz1GKbEdtakYb7E9NaGUKzLELxGZIll+CoKDUi9MoIm+8w02AagzSJHh50LBU02sd6woK6a8tCuoxFATI4XC+AU+juY35s05UkX3a5a4iEwNJuXAH1fttWSeU3tVFmMi0yhrfwdLMXaur7W4m1Z0ln1Ppa/ezGELes4C9DUY02WcDp8GSzZRV/0PNq1oeeY+oo6T7r+XnXOAjz19SDNRUvpOvStgWGiZ4Hw6yjF8WXXo+GcL49jF42A2L5c36u+fHvQR6FzYAGxAn7MWFkUspus8OvBOg73lvG4ynYlHcPi+kF+eNKA3luZbJy4N+fE1ri3srKm3HXU0gOkLQNaWYDrUWDrsinPMa7VNHCVcXteON5bXEnX0Ojrtszu0hrvVVn9tuPlrCzIoKhrGgwXqUwuNn1xQ2CbyQB8u/QHUirDfRQ0xBmYbWpy0QRTOcnpYzk2/VpcE5pAFZaQHYMmDLL5vJpQKjFtCPRG2RFldsgkw+fAIXMgF1OmNEoAWqYwhWEe41545pKhv3JMrL9aL+1gXLkDaVQr/mzdhmw1w+dBUbPvCm3YzbH23LJYteW69JYWcwLmNgqag2VGMWWN7C5L+me/RarML5BledKjlFvM5/RRCiV81BdRcDvy8JLKa8ZqybLzUEgbaV3YfHOSgszmwLK71NL39fNlDw9WdheGeX4zJTmujCwkxn2RZnepvIculc2RUC9L628ePmqw+mHrAhhZa5hsqLeMn+xBwzkWrqQ7juM4juPcV3wzo7PFj4zjOHujLW/pJYx2QxLZuRzoPP7E0wi9lJbEod1g1rHYJ2uJdt861JK/hCU7cB4aOGpZsucsqHqM2m3FshSnf3eyMnJnSa4wW3eXWK5BzTS124ds26qo6DiOcwtwJd1xnKOg3NCLTZqA5K86fG6b+kwtye2jRaiusw/3QbmbczWx0Ar21DoJdueB9UBQm81m6VDvw/FznJPANjpyzgJX0rdYUWXMmRgTARusfu3dhslawSKlLA1o2rht560ka1beFbPS0WAk1qghCzKubRs1/RuBWtZYrTWgY81lrXlRP/nKeRll0apPykWEBtqax6tyDIzZNdCnnvEzmJPdBhXmp3H6v/WzY7I1/59odxGpjSXjwLTs6PyemUON7Ciwk8iavwX6n6xIjKlpK/l0U6OAUi1XnvPGb5TJTvRlDLVelo2rtn82Vqmfw9J5zR5bVcj6oqLGfEusi8EC2dp7sIWZJWHJD7/2xnZCi0F124eM9ZTjd46FK+mJ7nII8szpV2XgKMADNlZkM/O44plgWGCHtCS7C4CWyTZAGJuOOkREGZc1AXiwKkMGHwXBugiaDDTw6JIFk0JG27wnXiZTDUCRBWWwiJZ9dSSOZdUAffZQNOTXLuv3Eoog1TYIHpAlfKUrL1Mrw8LLLmcXLXcT6FnWG3IKtYaS3oYyqLdtQhFMuh1vXha5xbkj68XojLgldmwCeMAy2bUcF+o8IqfJiFUoj0N3hKhPds4u4RS5uFmApUWngirnsFxYWMaU0fcTcxTwgEGWMWVJ4OhVz9tlWUz6BYGjr5ATzZr/KyR9EMv13gvwaiYr4Jb8dSzXJgrwqGOBo+X1oBfgVbK2ef+Afdw6I2MLy+7C3MQe9WWGmxhD6ccsAUW2FGC41xWyDWjQYk8CR2MLegVmftTWpjw0cNUIxCxkgx3kmstKUyZ6SH3lOoMYmWgsqzYdL9MNSPCrkOOl67tP+tniob2O4zg3yOGPHo7jnAz/gTo3iD8+OY5zEMxtib15YPnfLdmUNrQJM5aEBcGkwPXuSnnozqBL6s/Jzn1vrcuUm9lgPZbt5ym3FJ0TXcv2G7eL2jzxU+M7dL0d597imxmdLX5kHMfZG0G5yVAQ7gLD8qQPbku2mh0FmIoHbFEfgHqdiCzbfInRS71ry1xf3R4aLDu2g7tL2ZYscG2pDxydF9LzOiQvveM4zjni7i77cK0Wm+vTQNwQdb6wHVMd5z5yq34Jh75NOc4oTsAZPhmfins0Vef8cEv6lsADWaRBcamMK6AloXGsfoikXLgsehTPTSI8qKPpgZDJNh1yu6Nl+bqQcl9JiYIVsWqyALQ28FfkbOv5i7a0sjUwdkkUQZNdFZnlLemsuRU1ihRBpiKgkYqyKvOl9MIDZR+RuUYpAzyBXb5wzbof5+EeBgC8mo0rBWLm82oC0GaLEMIQrJbvBNoLywMDRDIwNn7Lyhlb/kVqo1Xj6Ml6JbmgPrPtyQGeE33Is16eG4diGfKP0XbZZmkd124hc3Qk04ZG71LKxt8bu5Pq3yevV7ar3VT4jqe7uUaUWU10nvVOu8PI7oqbtqPX7bPAT2vX1UdGRC67drGyLpK3CVLu1pnq52NYRynaFfD9AK768jrZi9BgTjbWKPxaza5dV305hmHH0bo3HyKBB1jGpgyGpLuIBh7kSQNKJ2QZ5n08LyOBrkLGKpsxsHlZwZh011W2o3ll6sMlO4NWZ57bYxzOteNKekICj8pmSjrL9gLwH2HLlPQp2ewHJtY73Kk8b6r65obHlFHiSmzkUS5/9L2hoNIxoNzifPBn5Upjn40skFfpTQACya3Ys6wxTeDZM8jCsGwOQxNlA40EugZsO/cGQMjmKwGFxhU27RYHh5xC2w2oizZ4dpeGHNuGKO5WppGGrEtQmWjmtrFP/ugy0UdiBdBjcwrHY7YGwP45xZdS6/4BDGOqHZWVN3xu7afmbR07Voe5wIjx+9JE8iASoRT+yK98fFy8j7lzVbeZz41eSoRvStUL74vNkW3mtST3Oxvr0AYpW3Bq95HIW9dTqiAaBjCGlfWFwe6hqY1CtrZ/Q1bIHPZRhveldvzAMoXeOXtcSXccZ3+0sjETxKnv63O3t7pHxeNwHZ5Eh3RRU7c6B/7C+oVuNmPJt/qYy1dutStMuLJPx3Eq8cDRs8WPjOM4eyPYBewF7Nx0CtcejN1akjtLgPU2AuULLMsFZr+h03EdC+0Ksu8LgCiDawTb/CeXm7O46l1AGTQYFGUwpkzI5q4v2p1FVxmCgaVwa7FcZmooc5m72u44zu3HlXTHcY5CUkZrlOakoA1uRHVqNlNW9YPBWbHAhcUiSp1rS40+emrPHSHz1Yr7aCwo3UKOzTV5KjnO3cA3Mzpb/MgkhAS8pPI8CVxsgPhYKbt6VJaZfnMsYs+QZeXSFL7xEgQx37EUQzhqzqop4057WNYsPiymQbDdKtn9sgk8yFTIYAWl/3sIw82+bJdpbAIh5Z3w8ALWArMM9xFUa6T+4CTuiFmQB+tyqbhaa8BdQGXw18+hiktZmAdn6rHVEAKm8yYq2LosIRp51MOwkDeGyLKUgEzRZnEjphxzFVFlsykayViZJd2StXcXLWV7otCbAa3E/7wj65IH1G4DUo1jYAV+lv2Xu232Ajxim0iTNegiDzLt2LzIGlhryNq01tA6XiyAmZ4HLEYmtjzYkPlOx9a4hxn3QCvIk8kyqmXJxUca+36bX1DEmlfD12vJGtTILZGdnJdzzriSnrCeJGNLtC7r4sCitw+UlQ5oLnkbGRECMCWdZtroEbIpW/u8XBlRRlekjG67bmT6YIov47LSOpvIs5i0wgM/28ADLFm6Q5b1Jg9w3cEDYttsDCEAK3pTDcV4G+FK/UUTit6iAIHMlx4vclOmxxD1LhsBPJMMg63LMVi1N5s5bYmSzpQ7C50xZQ6W6cOUJQMw3V2YMiskONxU0kmApaFgsjl0JHi2i/z8tK5drN2XyZMMU5Kj8HbZvNbRyCRD5nDV8zcMrD7r3zreV4bhI3clEuGy9L7Ur4A1MVQx+sv67CH9Zb3iuCQjSa1sbIcxVLW5qpeNF/XW6iXz6hZkh5kYa2Pe/ffDtyw4Hv4Y5TiOc4O4Z4bjOI7DcCXdcRzHcRzHcc4Md3dxHMdxHMe5pwR3UDlbXEl37jxiJBCJKANHmzAfhKfhPu2kDAvyRwcZgrUyuUI08PIoE8GUFUQjBqA6F7exhrQvLHidtyDd4k1n4GOBeUtZlPt8wTlb25eQcitjC8tDw+ov6cuCZm6pCJ7VfdVyivPoGP0vLa+WMzcjImWO45wcV9KdO0UPoCkC2PgNpYtC826zCE22vXjbcAWTZdJoSDnPRDMQs6eHNobi/hkAPKJBlzz3eG1ZbwTbMeWoZQ3IkD6wkDWy2fSV9/u24fNisGDp64Q9PAmAuCA3IM12YiiirFWWY9wKUGXBiZaS3pFjywJEo5SyLFXjMFae2YQp/1c9T03J5sB+i1budTsTjRRyfAflcr26yNeAZa1hwbNs11aAz6uPPPCU5YzvZchNn/dFM4BEltnEPWXvEscOHL3hy++dwpV0507BlIAQbOsb3XqeQBXUCfma+izVojEsimVBXTKGJfmkrTWoljWyQlZnjbntEZaGgrqoCUMhr2XJ+b2EJVbs2r7EyKcejbYP+S1a5Uvyv1NZ45jTByBD9hTzYuei/Tt0q7nj3BSupDuO4ziO49xTgtu+zxZ/Z+U4jnNbcKOm4zjOvcEt6Y7jOLeF2+7y4zjO2XFsn3TneLiSnrB2+eovgFCZnqh296+A+t3a2g5oyB7UjKYDmrof27qPiJVply7Xdd0DwKXlpJzRhIC2qdM4+hhQq50wf9E28ABJa8fRnjhxRvJLKcNOBwIZK9tdtQmBBliumjITy7AzZ94Pn5cY5cwnnO2K2Rjv11gArhWEx+bL+rLmwAjxNIZkNlYWRHgM2PGOC/zMrZ01GVfsPDbqWruI5ogMu2UW7cZyl8FhJ9UFQZOkL3Z+XfW8PguQfEQundYasF08u1gGr/bCd+Zku66uez4Hdhwf9fz8YDuJskB2dgyBqYDYrFACvw9KW2Z96S/qd8bsHgBd5c6c68dueMfRBfNasgZ9uwnAnUGaZfNiO5cfo13nbHAlPcG0sFReq6RbbTCW/GBq240rHp3Puo/1Xmh0q+gDZZsgWNem9YDwLCKEFUnTJ4aS3sX6tIRcyeayrJgd7UBSLQaW7QyDgp0vF1PcB4TO66J2DY3yWt+4+keqqTkwTmNGviBHbG2lQTkBVGEyWKak14+BPUAxZVzAlcFIspCwMoBnMemFB4nSjC1EyV9Hoeuy5NpVuwZRuGwvUsy3N2TZcexjWd8aV21ZGm+VrJXdRZpSGYyr+vtSv1qm+NYq6Uvut9X30Lb6HrpIVpq6eUm7bF61ayVN/Vids8KVdMdxnBvE3cwdx7lJfDOj88UDRx3HcW4QdzN3HMdxGG5JdxzHcRzHuad44Oj54kq6c+eJ4P6qvXBXg7bSUZ0FmALc95sFbzUBxW5AKbAuJzSlD7wI39ktSLnxT9PwwDo213wnwkRfvZtQqA7jkICD3+fV+7RzrONYy5INehjROOaMXgCpdEq3jiNvl/ufszZoQClpU8DnZW1EdNAaLPDrZ3O1weSBHwAAIABJREFUytkGQywgNpXXlIlMrEHtxkXWb9TYXZQ3kv/wrB+Sv3B3nJvClXTnTtELDza7YLtdG0o6y7BwEYniDR5QyrIxXBA5QRmYFgKwIqPqRSCk3VUTCmk2r9gDLEfQRVv/oMEyZaxoLJKgJ8egDeVDgRWEx2jJg0pq49yQBfOyWMc8r4iNldmjkDPaZL8ZhvVAYgVYsl0tO6ZI0mBS3ldP5tAbii8bF8DnWxtg2RNlWgB6zvexPviVzbePxq6rdKz82NIl6Fm6qjBkNynKm1Khr8lU4twafDOj88V/aY6zJyfRDc9Q4XTuDjd9ep2s/zs7sVs1BMdxjoxb0h3HcRzHce4pjWd3OVvcku44juM4juM4Z4Zb0h3nGohSv7Om45wzpY/z9TpaRJT+5+7q4TjOXcSV9ET3mFH+av2Oo1dfVd/f6qpOLrb1/Uuo34EMAQh1wSIvhpcr26xXRJcorJdtqM7A0V/wINGObGnP2lw1oNGkVsIXVvyQxF7xLDLA5SoQORK42vAgzUBkWTApwOuzdQGAV2m7pH8STBoAtHSsQI06FUKgGVtu2zOOFcTHApNr6/fGjqNMlgU9Cvg29bQ+uTywYGeAZyWyspXwwFUxx5vz6lroy3k23isy1q7n7b7cGcGvWWciwDo7CFag8Lov10s265L39mpXBomygFoAeIWMlQWjDl88KMuswNE+/+GGYRfMIsr1Erh6nPVWsn5Yv+No96B+q3s2L1PWuL/n9Kt62e6xBbIPlu16Wh0xXrkGMzuOegrG88WV9IShrAzllepBtYI80R+TW7L1b/WWyg3QVKZyW2CmOoVsFEGsXC+WUQLgig1LwWhlfLH0Kpp6rlIxCUTWzJa2oN0lczjVvNipVXtqNBAImcFdsJYO5/Ih9e1jxmSXlNfICez0gSxV4ZK+qmUnxpBTKzdVv8hQQ9q10ioy2alrFFvD2t+tuX7s2mmWLZCtvi+FBfe7Ztm9sZZq2SVjvUXzWqLHOGeFK+lnj/+wHMdxHMc5DZ6C8XzxwNGz5y7YDx3HcRzHcZwluCXdcRzHcRznnuI+6eeLK+nOnYJtL94EHuy2ItGrvQAr4mHEgsJYIOUS2Qiy46gxrhj5jqGMNvBAVzYuFnhqwcNRiVwAatPuNqEMIh78cA97g8TW8BiwoMsl2MGktf3X+6QvGasVtJkHV4shW3saWTuOWrtq0p01jcBPhrXra+1usHnQKGAHibLxdtHYtZTsDtqRINGhLx4kWkVsjYDBQMpZGXisU21wp+M4B+FK+tnjPulLYAFcvQCB3FPWsVzdVcO38b4gSra1lXqtbBNQZDERAFckJUbbBLRZMasPDDd1KxtNjhiBRyxDDsuUcUGUYRHgqnK+vaDahtM29VmBrO3grwtLkavFyozC6I1gVOv8ZNSulxU4ujaUVqZg9uw3amQxsTLJlApuqfQm2ZqxAjw7zHAcpChj5zdDUI7VfCij1y5jXqwzlrEF4MGFLNOIFVxIFXfelXM7Cb6Z0dniPulnj18NHcdxHMdx7huupDuO4ziO4zjOmeHuLo7jOI7jOPcUDxw9X1xJP3vcJ91xHGcfyMacjuM4twZX0hNrY3vf1UMgVAZVtLX5NzBslVxD0wGhNnVCU7/9cmyBpvLpecG8voxXq+SaUJ/R4rIFriqn9fiKBz1iXRY9XPEsKCsjyDSHBYgOsnUBliEAj8ghaEMoAiTbRqqDJtuGBcSWbQ7jMg4CWS+6riRmwspQs4RVw4/NbeHQwFELK0CSYQWOsnOZBSvbYyjLWFYlFnRpcdVL9Xq90tVnuHl5zQXZb5StlxUQ+yrR/vtYBvD2JAA4Cs8a86iTQra3gkzZ/coKHGX3GitwlG1zz9rtLoGrr+L9Ff0/Vn9fWj9Wv5Ppoyfr5FK7NcRVvez6Yf19fP2YkWXHaLeWWllpJmV9M6PzxX3SHcdxHMdxHOfMcEv62XOLzYmO4xyXAE/45DjOUXGf9PPFLelnj9+RHcfZ4JcDx3Gce4Nb0h3HcRzHce4pjW9mdLa4ku7cKToB3ZKe7gIqUsTkrppAdx68ZPWN6xoLsGSBam3gAZa9lAFkUXjgJw2wFBReUvYW8cd3pxo8MupMvsMupOUYThF0ea5YO4YyulgfNGmdn7UIymBQAd+ZsxYWYJrKc6xdSPkuovyMW7LzrBUk2mdtWDubsq5i5OcyCwBeR2OXWRa4aQWJFgNY2UGiebkE3q40ZTCnVAZBOo5zEK6knz3uk34M2A141YAqsywTy5Vxs78ksixLRBOGrCuaaMi2DaozuTAFQIzMKCvyoMGyely2h51zggVrIECs1ToJLBPOdbNEEWT0RraPRfXJEA7N2LIEtgaWQs4eSiyFnPYlQhX1JQ8PVuabnFxBBwaFfE3WlmVy6eTA86M2IwgAxMoMKgBX3C1qs604jnN0XEk/e9wJ1XHuNP4TdxznBvEUjOeLPyI7juM4juM4zpnhlnTHcRzHcZx7iqdgPF9cST97zsAnvV8t203VuZMs2XX1uuhF0Fzj1qSH+p9TFuQ+76Q+cPQuQINf79H8Hce537iSnrC2zG16FClALJYosq9WyjZdffDQxcrau70kyDC32jGQbeIplVkHYoj4srxcJXvZAleVQ71spQiQbBseXCgSjK3ny+P9uBGT9QqRfXhRpzS2AXis8nC1jRjZXULxGEczvhiwINlXjK3Uq08tlAGiS1kZx4xzflpblKmMOnX08bCZWcGRtQ8arL6gfl5drP/ddiSYNBrBpCwzipX1hin5LOgTAF42zvucKOXl21qXdawPUkV3WQZpxnbIulI0TO5XVjAok6VZXALQPVbXbn8xbHVfw/qxQb6GV5+sD1Sd2OaetltDbOvbXT+2YA0e1t/Ha9sE6rP8SDMp6z7p54v7pDuO4ziO4zjOmeGWdMdxHMdxnHuKb2Z0vrgl/ew5A590x3Ecx3Ec51pxJf3sOT9/W8dxHMdxHOe0uLuLc6cQlMFmEoW+j2hD+Z4ihCFoMYcFf7EdPAG+82EI5S6iPYBHfSnHxhqlrN8EQEi0XC+hePq2A0mXPASWjbAgUQEQWRySsd5sGa3gPjqqa3zZdGhmlUjakO1f81gBkowlmWisINE+60zAz282hwge+NlLGfjZR77rakcme9WXfQ2yZdkVKRzmVcrSIFWSTScau4iy4yISyrFKAKQty/sVCZoMPHCTlbEA07iyg0QLGiP4lMzBuVN44Oj5clZK+n/6T/8JP/MzP4Pf+Z3fwdd8zdfgB37gB/D3//7fx2OP7aKdP/3pT+Pnfu7n8PTTT+Mzn/kMvvqrvxrPPfcc2rZdJHN7cHeXJUQp7yctBoU8p5NydVeBZ2m4JA1YW6lfktNMyJbhIQBoxoVBeMYVRjS2gwcEMWuixZJsKfUMWS3qZJtAFHrBwbeH1TX+RBY8O1QThSuojE6kWkmvPS6p3UNg53eU+nZ7keq17RekoWSK+xJZkeEBYlRG6orw9ZYYgEgeQ2MD8shKGljwstvK7sIQdpEyfkhC5sDm5DjO0TkbJf2FF17Ac889h5/4iZ9A13X4wAc+gH/8j/8x/vAP/xDPP/88AODzn/88vvM7vxPPP/883vGOdwAA3vnOd+LHf/zH8b73va9a5nbhJgzHudMs+Yn75cBxnCPjmxmdL2fzOPz+978f//7f/3v8wA/8AP76X//r+OhHP4q3vOUteP/734+uG5LSvutd70LbtlvlGwB+7Md+DM8//zw+8YlPVMs4juM4juM4zjlzNkr6X/2rfxUPH+42EWiaBn/xL/5FrNdrfOUrX0GMER/5yEfwzDPPjOo988wzEBH8wi/8AkRkUuaDH/zgtczFcRzHcRznNtAgHvWPczzOxt3lL/yFv1CUvfLKK/hTf+pP4amnnsKnPvUpvPjii3jTm940knnNa16DJ598Ei+88AI+/elPT8p8/OMftwdg7QYmDarfMdfuKLZtt1KuWratH0PtDnDAsnnVyjahWlaCFH6hE9JosuUKsIMx8/I+lgGaqTzHClikY2VBkyg3sw1GfQnEr34iyJSVMz/eKHYAbM6SJ3q2NgLgoOu3MV+2q2VjyB5KbSzmkmBQK7aABmOSmIupdunYKoMmrfrMR5sHYpa7iJr9G7uLWrKWX3g5BiK3/Wtelo1LBIhZ0IcY/UsM/PotxCed7S4qbSm3rZ+XGVc6s39Sn5VHcg9acq+JC2QX3e8WXJFOcr89oWwtp2jTOSvORkln/OZv/iZ+9md/FgDwpS99CQDw5JPl9r5PPPEEvvjFL1bJmFw9zsvbNRAqNYvWaMNst8IPrGmBZoFmsySgp1ZRb5b4q1WqRiGiVt1YNz3W3bpK9vKix6ot22XBmCsj+uySLCFTQi6MpWayDVGyh0wyrIWygTaUgZ9NQPFAAgAXEshR4HO15kBlyboyAniGnENpG/4AdY5YgYRL6GKZBWUJ1nb068pxXRlaOsvuwohSZoeJJBATGH4zrDuW5aczlHQme2XMlc2BZWyhWW8koOtqFVQju0pcobhWdpf1ylT3oCyztn1nslZ2mDWRZQpmf1G/fX33WP29pntQvwZsrFPt1hDbetnuwTLZ2geV2jaXyEpAMHQDgWd3OWdOqqR//vOf3/qTT/HGN74Rq9V4KB/5yEfwTd/0Tfhrf+2vAQAePBhOxkBMdE3T4PLyskrGcRzHcRzHcc6dkyrp3/Ed34HPfvazkzIhBPzu7/4uvvEbv3Fb9pnPfAa/+Iu/iA996EPbste97nUAgJdeeqlo46WXXsJb3vKWKhnHcRzHcRzHOXdOqqR/6lOfoput5GgL9x/8wR/g/2/v7mOkqs4/gH/PvTPDroLs2hpe5EVRDOFlBdoIBltoWKkWhbYpaqm0abWlTU2gSZUEZC1BwaatglS02qaUF3m10jRV2iAVpBYFhVSqJg3Cj6UWARFcZJeduff8/lh2dOc+Z/ecnZ2dO8v3k9iUu2fuPWfO7Mwzd8/znPnz52PlypXZO+NAU5Dep08f1NbWtnhsXV0dTp8+jZEjR1q1MXrvxU/+f48rgR6D2uw3ERERUanQeBXAay2OsQRjfBU0SE8mHZITAZw6dQr33nsvli1b1mJd+f79+zF8+HBMmzYNmzdvbvGYXbt2AQBmzJgBpVSbbYz6TnTqK8VX7tdCJRxrbicmWLbzOm21jfTLkATosuzamEAnnMRlrIVqa/PY1pRKmXBTP/Ptf6FKqheiX9Jr3vh4h4RYp/NaH+yo11Zu4qcpbb2d52vX8RJJ5KBOoTAGwCcV8DQeL15nqE1K29zq7gRnzpzBrbfeittuuw2XXXZZ9viJEyfwzjvvYMmSJaitrUVVVRXWrl2Lm266CQDw9a9/HclkEuvXrwcAqza5lFLA6IfkjpWftk8cLauzHG3zeW0SRwMgVW93zsQ5wG+0a5s6a58Q6jKupGVfVQikPrZr6wVNibYWfD+Al7uLpyFBM+VLCZZyMmaZIefHFzIZu1kXuFHi7qRScqQpadIX8i98T66uIu26Kj3e2AfDZ71tMmfubqPA+Qo3BYghTOPKV24ipCtTBRPrqjFCMGuq+CIlQpqYkkwj14e8I28gVEEJhV1ITTJBdMdR07gaM3JCrXStc0JKlGkO5bZCQ60QZoQbUFJAHibkpEntRQcXdIsm/puCfClp01RBJF0ePQYIRQaUfF6p6kyYcEiadEgcPXexfeJoQ7RAhNHZSrt2oQ+kLQtApMvMz22uxovsE0dt+wrYPwdaQTXKfdUYgqFYan9NC29hltUqCmpbLKq7hGGIKVOmYMeOHdi+fXuLnymlsHXrVgBA//79sWPHDixcuBB79+7F0aNHcdVVV2HRokXZ9jZt6MJieq8wlSqUPiJM8Y70tmsbGynDvXzp8bmlGpu5lBqUAg5T4C31waWtRHquTKXr8lXsEoyu58znvBry420D5OY+5HMt6bjLuEx34l2eF9vxupxTbGsqVehCKyHwdSjTJ57TpXSfMAbjuAxtiajgYhGke56Hbdu2WbUdMWIENmzYkHcbIqJYMK3HIiLqBNyAKL5Y4Z6IqJgYoBMRkSAWd9KJiKh9GOMTUT64mVF8MUhvJu3ABjQlvJgWBNuew3hei0QSHdhv8efycZ3J2CeOZhw2gbJJhgWaEkctk0GhA9iuMNZIIxTecNLSU+PLi9Klta3KMLXiWmBhWqX13IECpPdGKZky1HJCaxDqyOZdhmGJtOUuok19sF+HKiWT5vsx4ME+yTTQGnJacH5s1z1rDes/IGttv6W9KZlSYrvjaRiaEiSjY9Bai+eVxmtKHNVaR8abEdavmyq+NAbycTFxVHjRmeYwlHbslNqGnnnHTinBUvvRdlISYZiQ14RLx6TrGz/DpL4KyaBaGc4r7TiaAALLz4VMynHHUdtfcofPJdvP5tC3bxsYdpPN97wucYRtW20OxPklP94YpDczbqmcsg/SbX9hAfs3LS+wD3wBWIdnKnAI0i0rxgD2lXBUCPht70YLoKmflklRoaFAmzRSjYx10GeqFpIWrpUQXi4pqbKJMido5ga5oafgGV+GLX+Q8OyDdKfEPMvFcQqAL2bU2l9LklDKupJMk+J9/ISQq6C4CML8kmptq7tkDEFvUyUX4ZjlNxVTkB6EOvK6k4J0k4YgGuQb21q+xTR1wjbg8eT3bymYlSquaE8O0gNDkC4FYuL1W7nRZNNWK3MlmtxKMEHSobpLN4cgPWWfAOty88glmLZu6xCkB0n76i5OcYR9Ww/yLwNXo8cbg/TY4/dcopLDX1siKhHczCi+mDhKRERERBQzvJMee6xHS1RyWFaRiEoEE0fji0F67PGT3o1hQw5hrbxpIx1p3bNpvaztGmlxgyJDW2kTF6XljY9M18ptqQyb+0j9Mo3Jtq3LJjQuO46G0CWziYq8J6ZbDoBtMqlJR2xQlM+1TJsZ2Z7XlDhqOoFTCoDtumcxkdP0GpR+GWw3AjKc03QtU/9tE09dlMjvHFFXxCCduhbTrnnCB02gA0if+PLujfZBV261FQDiwjIP9smFfqjg5SQwe0KCKQAoqEjga5v7DACh6TNZyFyVx9/aSQztLTTd67F8vgq0kC/IJ8vKEHQ2BbN24xKrmoSGxE/hYEbOq7ZOMtVarhpjGleQc14pGRVoSjDN7a/pS0rGYbzGZD0p8JTaSu1MiZ+hVDHFj7Y1vkf50QRNGCquiAmmwvVNbaGi1zJVnbE+J5UqbmYUXwzS6QJhuOVrOGzLOlgwPd72bqeKXivffhrbuvTfdNDh5ls+FUw6WyH6qo333R3O4VAaMq/HI7+/7bV2d9xlDNZ9cLkL3CFtbc6h5Ha6teP59ElqK7SXSkgSUVExSI89vmkSERFRYbC6S3zxb1axV0K3GYmIiIioQ/BOOhF1KFMiottGRETCLqS8aVEEwlo7IuoUDNKbmXZPS6Rh/Q7VWI5o7TXDv72M8HOhrZeJPlb8t5KTlIx0KzuO5lzHy02wbKMfNm2Vtt+d1AsA3/Kl6idynjOcv5ZUZkJK8JSfk3Pa8FwJ7UMhwbJReLingG6+XeTqeToS5JoSLpOehhKWSSWEv5s1Gs6REI5LY5AoyImbtgmiQNOuq/nE9LZ9deWydttyY86m3w7LtoGO7rZpenxGeskbrpMWOqsdziEl1DbtOGqXbJwO5XNI19KhHz2uPYivGNMuolp4nzTtYCntGCruzCkkbpq2g5fee4KUeSfSXKG0i6ghcdT02RY5r2plF8+c8wbdgIzDLqIF2XHUcsdTl7ZByv5zPJNy2HU1Zd4RVmpr+e6nrPMVtHHHUYAlGOOMQXoz0xtD6NmXxrD9JSxU29AHlGWQHiZgHQZZB/4ObVXo8Bwo+zmQAn8vhLj5cZiAGN0I1wpCwxcKKc4Xs0mjh3wFBLaV4KRkOcNT0pR+Fv2hWHXGdA6pX7ZTkP2f9j2++SQuQX1e1yoAUxWTfGVC+y8KLteXvlC4jEFq1xSkW14/dOivVDkoNATpxvd1y4opWkUDerE6i6kyisONk9A39EGq5GKo7iIxjkuo7mIbIIeefVtdwLa2rMdl+FJlamvdV8e2tiyDdNNnAsUfg/TY4y8WUcnhry0RlQgmjsYXE0eJiIiIiGKGd9KJiIiILlCKmxnFFoP02GNJjLxJ60qBaIIpcH5NpHAOqS0grgMNVPRPh1J+aFNyoeVOj6GKLD/0HNdt5+7+CAC+oeSKtJbYMse1aVyWO1gqpcSqL4Eu7Ve+afShBnQeOyKZdheV29pfR0oQba0P7aW1nDhqfErEdd7S+nPDq8Vpfa90Lamh4f3Ehbh+3GFNven6pp1Q85HvWImo3Rikxx4XtzrRfjSxTIVyQqkpQchLO7SNBu9SECIdUyp6XCm5CktubQHAnJSntX3wnnIIGJOWUbqCPAaR1tarIX1PDug7k1QFJV+BIXB14dKvRttkUGFimpJJ7a4VavuAXofC762xsSFp0nb7eqlaCmB+fCTIFXbm1IbE0TBhX9kkMCQXipVkpG+2DuOSEl21kqvGUJfHNenxxTXpREREREQxwyA99kr5j/5ERERE1B5c7hJ7XO5CREREhcHNjOKLQToRlYRQ2G3TUyq/TY+IqOtz2fiIKEYYpDc710M+rh12u7TmcD4vY78DWiIFJBotu+ADQhWSvNn2VYWtbEGdwwsAX0jmlCTrAd+8/XHLtg2Q56LM0NaSlHgq9EkrjbQwB+IMenLya8KzWxCV8ORk0nqhbdKUnZmWdjEF/Dw+/3xlXzVGFs+/NGk0bXXf0QKHHUfTDtmoaYe3AnFc2ovugmmqqiQx7WAp7YxsShKVpMvt2gFAWvi9l2jPfjv4MGFO6MyV6Waf6ColeJquI45LCe/VCkhbjitI2j9f6TL75NnGi+0D6gbDZ7bpvDZC3/41k0nZvw7SZfZVdhxes774Di7RrSaHeizBGFv8elkULlFJgW4TFj22KdTtT4fzFv056DxxHWpc+5UvjgvomPc5qeIK/3RSEF31RUvMbCthvJMee3znJCo5/LUlohLBEozxxTvpREREREQxwzvpRERERBcoVneJLwbpscfVZE5CD5GXtSHpUkxy9TMQ1yqISVka8C3f3KTHK43IFppKOyX0ZoRhScmkQQjxbTgp5DKZEg6lhFKt5Z0pJZ4XHW6oxXzUkucypFADoWXeVqC19e6keSeDGjuR58eGlPipDbtt2tIOyaSAfYK7lPxquo4Wkl+lMYm7mJ7vU27yrYlpDmzHZdsOkPtrmwRJRHlhkB57XTCC6WyhB3FllwqilXtMH36eVDFG2QcsKrQLvrUCtHBObfiiIchoYVwAksJTYArkXIL3XApAQgjowxB51RDwDRVqis32S4qLUDcF5CVDCvqkii+uxMomDh9bBWkrVUYxndOzr2ximm6pkovYzhS4C4/Xyj7QZkBOVDQM0omIiIguUEwcjS8mjhIRERERxQzvpMdeDP++T0RERF2C4mZGscUgPfZisC41cFiTaLl8koioVdzKnYgucAzSmzUatjhWGTEJT2S7HT1gSESUrh/aJyklUkBC3FQ+KvQBz3Idmm3iEgDrO/9KAwnL83oB4Kft2iYb7NuGSUS+BHlB9BhgngNpHkPL65squUjVaFRgnTgKT04cFXtleB2mpcYur2/LL5eeAvwu+McirYFMIb5fS5VRjG0d3t6tK7Y4JE2aEkelSiyhQ3UX6fqm58XUVymZ02VcaWE7eFN1F+k5CBOIvFcaq94I43LYOh5p4bNNG+ZROia9NoKkfF5Jpsw+eTZTZv/6tr0+YP58zxX6DuNKARnhdSBJl1sn4Pqw/AwH4Mvv6hEKutW2XJMeX7xVQUREREQUM7yTTkRERHSB4mZG8cU76UREREREMcMgnYiIiIgoZrjchboW7cnJT1KSrEZ0C0tTco9v+HOgbbKZ0tE+SNcH5B1SlQd4uZmIpsxE1crP8iEldBmuY3q+coQO29yXHtsET+VYyUR6zUivW8P1xWpNQlutmhIX22qrDdeXEimN/VLycem8YpKraaymhEVTH3IfL41L6KuGPFYtnFcbdkA2Js/aZlYr+7mVEle1YQdlqV/chbRLYeJofDFIpwuD+KEiRIeeoZqPqQylbcUT6QPQVDVICdVdtIfI+6gKmyrBdBbpOTRVKbIt29nZY+gsLtuuuwh9WAdtLqVTnSrB5DEu7RkCeoeqNZLQg9OeEmLwbzsul7k13DQIPWG8Ll+qHNqZvtTYjoGlMImKhkE6ERER0QWKmxnFF78iExERERHFDO+kExGVikKlGxDRBYtr0uOLQXoz03pI7QG2fwpyWVNp21apprZWzZX9ebVjW1uFaOvUVw/QDvMVOa0yBEGm14ch4c7mFFobzmsYr9hXh+tLXNqKeaN5bheqfSE5UUiyLTmGRMh8A2yX3wWn69u2dbx+ZAfN1p4XIRnTeF7hmCn5VSIet3wOWh2DbVsp+VQ4FhhyEGz7bzpufB1Jc+DwHiUxPQemtkX9XHL9rLFte/7c1o0LsQ0zv92XIgbpzRq7m39mSvBrbzunc4ZA0rNrH/qAl7I7r/bsAyGXpDKX58r2vF4A+HbbHyNolMclJTj6GUTfuAzbPCcb7K4PyH1VGlBB9FhoOQdSMqmJKfnV1NaWbZKsCxVGn5euTJsqeFiSto53erxLgqihMortObR3PqHTpq0wLlO1E5cxNJbbt5XOa0y6NCWD5vTXVOFGmkedMDwHwnynHcaVFt7TtGkMls9BkAQyZXbXD1L2SarnLrL//TjXymd2rtY+3z8t9IHGi+zaBikgY/i8yKEyCetx+bD/rPFh97mooFttyzvp8cU16UREREREMcMgnYiIiIgoZhikXyg+OlTsHlBHOuKw/Ibi7bDlUi6Kv+Mnit0D6iiZN4rdg06jEHTof9RxGKRfKD76v2L3gDoSg/Su43AB1vpT4bSW7nEVgN+fAAANjklEQVT8g8KclzpfsLfYPSBi4ih1MdqwxbptspkK5aRL0+OlZE7j9uA5yVMqtE8C9HISR/X5nQyl60t97YhxiUl0Bra7iGoFKId7BZ2ZZBqpOuP6eNukSeE1a6py4VIpoyOSRCX5jMv0eDFJ1OE5MCWomvoqHZde36b+mxJKc8cc+oYdVi2fA6fKKIYkVdO1Iu2EXZEByPNQiOojVCweNzOKLQbp1LVoT66Y6dsGjZ7bHS3bD0CJUm7VVWyvrzQigzCNy/S8iOd1eCO3reph+vJgkm/g3Fm0cqhs4tAWDmXfrLeuh1vFGetxGYJGW8Yv3AUal/h4QzArtj0fULe4ZmulfW0CX5cyf4axujxf4nkNXyKJqOCU1vqC/yPbhAkTsH379mJ3g4iIiKikVVZW4uTJk8XuRpfAIJ2IiIiIKGaYOEpEREREFDMM0omIiIiIYoaJo13MSy+9hHnz5mH//v249NJLcccdd+CBBx5AWdknWzgfOHAADz74IIYNG4aDBw+isrISCxYsgO/7Tm2o8IIgwLp167Bhwwb86U9/ivycc1m6NmzYgBdffBGDBw/Ga6+9hrvvvhuTJk0qdrcox/vvv49HHnkEffv2xaxZs1r8zGYOOc/xkE6n8fOf/xwrV67E//73PwwZMgQ/+9nPMHny5GwbzifFjqYu47XXXtMTJkzQa9eu1atWrdI33nijVkrp73//+9k2tbW1uk+fPvrPf/5z9tiUKVP0D3/4Q6c2VHhvv/22XrJkib744ov1lVdeGfk557J0/fa3v9X9+/fXZ8+e1VprfeTIEd2zZ0+9c+fOIveMPu2FF17QM2bM0EopvWDBghY/s5lDznN8zJ49W//0pz/Vzz33nH7kkUd07969te/7eseOHVprzifFE4P0LuTHP/5x9s1Da62DINDXXnutTqVSOp1Oa621vuuuu3S/fv1aPG7Lli3a8zy9b98+6zbUeb7whS+IQTrnsjR99NFHuqKiQs+bN6/F8TvuuEOPGjWqSL0ikwMHDkSCdJs55DzHx3//+189d+7cFsd2796tlVL6u9/9rq6rq+N8UixxTXoX8o1vfAPl5eXZf3ueh4kTJyKdTuPjjz9GGIbYuHEjxowZ0+JxY8aMgdYaa9asgda61TarV6/ulLHQJzwv+mvKuSxdf/3rX3H69GmMHTu2xfExY8Zg3759+Pe//12knpFE+v2zmUPOc3wcO3YM9913X4tjn//853HppZfiww8/xJYtWzifFEsM0ruQCRMmRI7V19dj6NCh6NmzJw4cOIC6ujoMGDCgRZuKigr06NEDu3fvbrPNnj17CjkEssS5LF179zZtN547LwMHDgQAzksJaGsOd+/ezXmOkZEjR6Jnz56R4w0NDRg3bhznk2KLQXoX9/e//x1z584FAJw4cQIA0KNHj0i77t274/3337dqQ8XHuSxdpnnp3r07AHBeSoDNHHKe423Xrl3o3r077r77bs4nxRaru8TckSNHkMm0vXV8v379kEi0nM6NGzdixIgRmD59OgCgW7duAAClols6e56HVCpl1YbaJ5+5zMW5LF2meWleVsF5ib+25rBbt26c55hbvHgxnn76aVRUVHA+KbYYpMfcDTfcgMOHD7faRimFt99+G9dcc0322MGDB/HMM89g3bp12WO9e/cGAJw5cyZyjjNnzqCqqsqqDbVPe+dSwrksXaZ5af735Zdf3ul9Ijc2c1hfX99mGyqOxx9/HNXV1bj11lsBcD4pvhikx9x//vMfaK3bbPfpb/HHjx/H/PnzsXLlyuy3f6DpjahPnz6ora1t8di6ujqcPn0aI0eOtGpD7dOeuTThXJauz33ucwCA2tpaDB8+PHu8+Qsc5yX+bObwkksuabMNdb7NmzfjzJkzmDNnTvbY6NGjAXA+KX64Jj3mkskkUqlUm/81O3XqFO69914sW7asxdq5/fv3w/M8TJs2Da+++mqLa+zatQsAMGPGDCil2mxD7eM6l63hXJau6upqfOYzn8nOQ7Ndu3bhuuuuw+DBg4vUM7JlM4cTJ07kPMfM3/72N7z55pstAnQA6Nu3L+eT4ql41R+po9XV1ekJEybo5cuX640bN2b/e+KJJ/SsWbO01lofPnxYV1RU6BdeeCH7uK997Wv6tttuy/7bpg11nrFjx+oBAwZEjnMuS9fSpUv1FVdcoevr67XWWr/33nu6R48e+i9/+UuRe0a53nnnHa2U0jU1NS2O28wh5zk+duzYoceNG6c3bdqU/WzcsGGDnj17tt6yZQvnk2JJaW3x93eKvTAMUV1dje3bt0eWVCilsHXrVnzpS18CALz55ptYuHAhRo0ahaNHjyKVSmHRokVIJpPZx9i0ocI6ePAgNm/ejDlz5kBrjcWLF+Pmm2/GsGHDsm04l6XrN7/5Df7xj39gxIgR2LNnD6ZPn46pU6cWu1v0Kdu2bcPy5cvx3HPPYciQIZg/fz4mT56c/SulzRxynotv3759GD9+PM6cORP5fLziiivw7rvvAuB8UvwwSCciIiIiihmuSSciIiIiihkG6UREREREMcMgnYiIiIgoZhikExERERHFDIN0IiIiIqKYYZBORERERBQzDNKJiIiIiGKGQToRERERUcwwSCciIiIiihkG6UREREREMcMgnYioE9TV1WHRokVFufbChQtRX19flGsTEVH7MEgnIiqwTCaDmTNn4q677gIAnDx5Em+88Qa2bt2KhoaGgl//zjvvxPe+9z1orQt+LSIi6hgM0omICuzXv/41brrpJvTq1QsAsHfvXtx///2YNGkSjh07VvDrX3nllaiursYvf/nLgl+LiIg6htK8tUJEVDCnTp3C+PHj8cYbb8D3/ezxd999F1dffTUOHTqEAQMGFLwf6XQao0ePxssvv4yKioqCX4+IiPLDO+lERAX0+9//HlOnTm0RoAOA53Xu228ymcQtt9yCFStWdOp1iYiofRikExEV0PPPP48bbrih2N0AAIwfPx5//OMfi90NIiKywCCdiC54S5cuRVVVFTzPw+DBg5FOp/HKK68gmUyioqIC06ZNa9d5Gxsb8fLLL2PMmDFttn3ooYfgeR569eqFefPmYd26daiqqkL37t2xfv16zJ8/H3PnzsVXvvIVLF++PPL4FStW4Fvf+hbuv/9+1NTU4NFHH420ue6667B7926EYdiu8RARUedJFLsDRETFNmvWLNxzzz248cYb0atXLySTSYwePRoTJ07E6tWr8dnPfrZd5z169CiUUujZs2ebbYcOHYof/OAHWLJkCcrKygAA1157LYYNG4Zjx45h4cKFAJrWuFdVVeHEiROoqakBAPziF7/AmjVrsGfPHiQSCaxatQrf+c538OUvfxlDhw7NXqOyshKZTAYHDx7EVVdd1a4xERFR5+CddCIiAL7vY82aNdi2bRt+97vfYcGCBXjqqafaHaADwLFjx9oM0LXWePbZZ3HgwAE8+eST2QAdAMrLywEAU6dOzR6rqKjAj370Izz00EP44IMPcPLkSdTU1GDmzJlIJJruu3zxi1/E4sWLcfXVV7e4llIKlZWVOHnyZLvHREREnYNBOhHReX369MHKlStxzz33YODAgXlXXQnDEEqpVts8/fTTmDlzplMN8+uvvx7pdBo7d+7Ezp07ce7cOVxzzTXZnw8cOBBz5sxBKpWKPNb3/Tb7RERExccgnYjoU/r3748hQ4bgiSeewLlz5/I612WXXYYPP/yw1TbDhw/HH/7wB9TU1OCtt96yOm9jYyOApoC7eX35p+/At+bkyZPZeu1ERBRfDNKJiM47e/YsHnvsMfzzn/9EeXk5fvKTn+R1vt69eyMIAnz88cfGNpMmTcLkyZMxffp0fPvb30YQBJE2uXfZX3nlFZSXl2PcuHG4/vrrkUwmsW/fvhZt6uvrsX///hbHTp8+jSAIGKQTEZUABulERAAaGhowY8YM3HfffSgrK8PatWuxatUqbNq0qd3nLC8vx9ixY7Fnz57Iz5oD7+Y74Y8++igOHz6cTQb9tGeeeSb7/2tra/Hkk09i0aJFqKyszFaDWbp0Kerq6rLtHn/8cVx00UUtzvP666+jqqpKXAZDRETxwuouRHTBmzdvHlasWIGjR4/i5ptvxqBBg/Cvf/0LDQ0NuPPOO7F27Vo88MADqKqqcj735MmT8dJLL2H8+PHZY+vXr8evfvUrKKUwZcoUzJkzB5dccgnOnj2Lhx9+GHv27MFTTz2VbV9RUYEFCxYgmUzi9ddfx7Jly1qUhaypqUHfvn3xzW9+E8OGDUMymcTEiRMxaNCgFn3Zvn07vvrVr7bjGSIios6mtEu2EhEROTly5AhuueUW7N271zlh89ChQxg0aBAOHTrUIUmso0aNwvPPP4/LL788r3MREVHhcbkLEVEB9evXD9XV1Xj22WedH5u7JCYfmzZtQnV1NQN0IqISwSCdiKjAFi5ciNWrV+PEiRPWj1m/fj1uv/12KKVw++23Y+3ate2+/vHjx7FmzRo8+OCD7T4HERF1Li53ISLqBEePHsXDDz+MJUuWdPq1Z8+ejTlz5qBPnz6dfm0iImofBulERERERDHD5S5ERERERDHDIJ2IiIiIKGYYpBMRERERxQyDdCIiIiKimPl/LPVl214p2kIAAAAASUVORK5CYII=\"><br>"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<yt.visualization.plot_window.ProjectionPlot at 0x10bc0a110>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"fits_proj = FITSProjection(ds, \"z\", [\"density\"])\n",
"fits_proj.writeto(\"proj.fits\", clobber=True)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:17,898 Projection completed\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:17,918 Making a FITS image of field density\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:17,919 Making a fixed resolution buffer of (density) 1024 by 1024\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING: Overwriting existing file 'proj.fits'. [astropy.io.fits.file]\n",
"astropy: [WARNING ] 2014-05-05 11:06:17,965 Overwriting existing file 'proj.fits'.\n"
]
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ds = yt.load(\"proj.fits\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [WARNING ] 2014-05-05 11:06:18,145 Cannot find time\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:18,206 Found length units of kpc.\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:18,214 Parameters: current_time = 0.0\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:18,214 Parameters: domain_dimensions = [1024 1024 1]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:18,215 Parameters: domain_left_edge = [ 0.5 0.5 0.5]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:18,217 Parameters: domain_right_edge = [ 1024.5 1024.5 1.5]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-05 11:06:18,219 Parameters: cosmological_simulation = 0.0\n"
]
}
],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"sp = ds.sphere(\"c\", (500,\"kpc\"))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 11
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"prof = yt.create_profile(sp, \"radius\", [\"density\"], weight_field=\"ones\", n_bins=50, logs={\"radius\":False})"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 16
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pp = yt.ProfilePlot(sp, \"radius\", [\"density\"], profiles=[prof])\n",
"pp.set_log(\"radius\", True)\n",
"pp.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
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\"><br>"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<yt.visualization.profile_plotter.ProfilePlot at 0x11823e7d0>"
]
}
],
"prompt_number": 21
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 8
}
],
"metadata": {}
}
]
}
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