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@obsriomagdalena
Created May 13, 2019 22:53
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Graficos de probabilidad Abril de 2019
{
"cells": [
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 11,
"metadata": {
"image/png": {
"height": 100,
"width": 100
}
},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='logo_obs.png',width=100,height=100)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<script>\n",
"code_show=true; \n",
"function code_toggle() {\n",
" if (code_show){\n",
" $('div.input').hide();\n",
" } else {\n",
" $('div.input').show();\n",
" }\n",
" code_show = !code_show\n",
"} \n",
"$( document ).ready(code_toggle);\n",
"</script>\n",
"</a>."
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import HTML\n",
"HTML('''<script>\n",
"code_show=true; \n",
"function code_toggle() {\n",
" if (code_show){\n",
" $('div.input').hide();\n",
" } else {\n",
" $('div.input').show();\n",
" }\n",
" code_show = !code_show\n",
"} \n",
"$( document ).ready(code_toggle);\n",
"</script>\n",
"</a>.''')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
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LbftEfFOyhJHQNb2fiaC3denyPEyHAyvAru/Df/BaX/gq14VuLa50z9vP9oq6ktZFkiXxJ43n8ZW7MpyBc2ni+DXLW8jJ+9FdwzxOOHRhxS9ur/C7d7or6rP+aP4n+vHRX+ZJ8Ff+DqP/AIKqfDK808/ELxJ8HP2hNIt2SO9sviR8KdE8Nald2gIVxb6x8IH+G4tr5YwRBe3mn6nEJf315Z33zI/9MP7Av/B0j+xb+1Fq+hfDn9pDQ7/9jz4oaxLa6fZav4t1628T/A7WtSnxEkafEyKw0W58GSXMqvMR488PaN4c0+N4raTxne3RXzLjVhLS9n5/Lr8/wZnKhUiruN1/d1/r+rXP6eqKgtbq2vra2vbK4gvLO8ghurS7tZo7i2ura4jWWC4tp4meKeCaJ0limjdo5I3V0ZlIJnrQxCiivwb/AODgv/goZ+0T/wAE3P2T/hL8Yv2a7rwba+MvGf7Q+ifDTWn8b+GB4q0xvDN/8NviZ4puEtbE3+n/AGe+Oq+FdJZLsTPtt1uIfLIm3Km1FNvZDjFykorduyufvJRX+ZT/AMRV/wDwVe/6DH7PnP8A1RtP/mm4/Cj/AIir/wDgq9/0GP2fOf8Aqjaf/NNx+FZe2h5/d5r/AIL+Rv8AVqvaP3n+mtRX+ZV/xFX/APBV7/oMfs+f+GaT/wCaav8ARn/Zn8e6/wDFX9m/9n74oeK2s38U/Ej4I/Cnx74lfT7b7FYPr/jDwHoPiHWWsbPfL9ks21HUbk21t5knkQlIt77NxuFRTva+n9fnp8jOdKdOzlbW9rO+1v8AM9uoor8L/wDg4G/4KA/tB/8ABOD9jX4a/HH9m258H2vjnxV+014M+FOqyeN/DQ8VaSfCeufCz4zeLr5LbTjfaf5GoNq/gbQjFe+cxjtlu4PKP2jelNqKbeyIScmordtJerdj90KK/wAyn/iKv/4Kvf8AQY/Z85/6o2n/AM03H4Uf8RV//BV7/oMfs+c/9UbT/wCabj8Ky9tDz+7zX/BfyN/q1XtH7z/TWor/ADKv+Iq//gq9/wBBj9nz/wAM0n/zTUn/ABFX/wDBV7/oMfs+c/8AVG0/+abj8KPbx7P+rf5v7vMPq1XtH7z/AE1qPX/PYV/mVr/wdYf8FXVYMdV/Z6cAglG+DY2sB2bZ4oVwD32Mp9CK9C8Mf8HcH/BTTRbqN9d+H37JPjCz4We21L4afEXS52QEbmt7vw/8YNMSGc4wHltbuFcn/R2OMCrQ63Xyuun+f4C+rVey+9f1/wAN6X/0kqK/h6+Av/B45ZS3un6b+09+xlcWWnvNGNU8ZfAn4jR6hdW8BYLI1j8OPH+l6dHdSIuZFE3xRtg+DHhOHr+nv9iP/gqb+w5/wUH0xpP2a/jdoWu+MLW1a71n4TeKY5fBnxa0OGJA9zPceB9d+z6hq+mWYKC68Q+FX8Q+GYpHWE60ZyYxcZxls1ft/XqRKlOGsou3fdf8D5n6FUUUVZmFFFFABRRUNxPDawTXNzNFb21vFJPcXE8ixQwQxI0kss0shVIookUvJI7BURWZiACaAJv5f5/z7fyK/wA5X9pD/g6u/b5j+P8A8ZLb9na9+Cdp8CLH4keLtN+EI8QfDA63rt58PNM1m70/wrq+sanLr9s1xqOuaRbW2s3iiFI7ae/e0i3RQI7eJ/8AEVf/AMFXv+gx+z5z/wBUbT/5puPwrJ1op21+70/4P3eZusPVaTstUnv3t/n+D8r/AOmtRX+ZV/xFX/8ABV7/AKDH7Pn/AIZpP/mmo/4ir/8Agq9/0GP2fP8AwzSf/NNSVaHW6+V+3/B+4f1ar2j95/pq0V8yfsY/tKeHP2wv2VPgH+014W+zR6b8ZPhp4b8X3mn2shli0HxLPaCz8Z+FzIWkL3HhPxfZ654auz5kg+1aTNh3xub6brbc52rNp7rRhRRRQAUUV/IH/wAHBP8AwWn/AG2P+Cb37Xvws+C37Nl/8L7XwT4v/Zv8MfFHWI/G/gFfFWqN4p1X4nfFnwndtbagdY08waedJ8HaMI7MRNsuVuZvNPn7EmUlFXe3f+vmVCDnLlja776H9flFf5lP/EVf/wAFXv8AoMfs+c/9UbT/AOabj8KP+Iq//gq9/wBBj9nzn/qjaf8AzTcfhWft49n/AFb/ADf3eZt9Wq9o/ef6a1Ff5lX/ABFX/wDBV7/oMfs+f+GaT/5pqT/iKv8A+Cr3/QY/Z85/6o2n/wA03H4Ue3j2f9W/zf3eYfVqvaP3n+mtRX+Zjbf8HWv/AAVagkDyXv7Ot4oxmG4+Dk6RNg55Np4vtZRxx8sq8e/NexeCP+DvP/gohos6J43+C37JvjjTw6tL9k8I/FHwnrLLxujj1C0+LGqaVGCoJUt4emdWJYs6gIGq0Hvdfl0/r5C+rVey+9f1/wAN6X/0bKK/jx/Zo/4PAP2bPGmo6foX7U/7NfxG+BrXPl203jf4b+JLD4x+E4JyR5l/q2iXWkeBPF2kabs3MYdEsfG+oRuEjWG4Vnmi/qN/Zv8A2qv2dP2vPh9a/FL9mr4w+CPjD4IuTDHPqfhDVkub3RLyeIzx6V4q8P3SWviLwhrnkjzZNB8U6To+sRRYkksljZWNqcZbNa9Ov9amcoTh8UWul+n3/M+gaKKKogKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD/El+MP/ACVz4pf9lG8b/wDqTanXnNejfGH/AJK58Uv+yjeN/wD1JtTrzmvPPXjsvRW/As21nd3shisrW5vJVQyNHawS3EixhlUyMkSOwQMyqWIChmVScsAb3/CP69/0BNX/APBbe/8AxmvpT9kD/kpWuf8AYjal/wCn/wAM1+jtflfFniNV4bzaeWwy6niVCjSqe1lVlBv2ivy8q0sldJ9dNj+3/Ar6I+B8YuBKHGGI4vxeTTq5hjMH9To4GjXhFYWUI8/tJtSbmne2ytbrc/E7/hH9e/6Amr/+C29/+M0f8I/r3/QE1f8A8Ft7/wDGa/bGivmf+Iy4j/oTUf8AwfPy/wCD+Hmfs3/FPLK/+jiZh/4a8P8A/Jev9PT8Tv8AhH9e/wCgJq//AILb3/4zR/wj+vf9ATV//Bbe/wDxmv2xoo/4jLiP+hNR/wDB8/K/6/gH/FPLK/8Ao4mYf+GvD/8AyXr/AE9Pw+uLa5tJWgu7ee1mVVYw3ETwygMMqTHKqOAw5UlcEEYJHNQV9DftRf8AJXtY/wCwVoY/8psQ71881+0ZPj3mmV4DMJQVKWMw1LEOmm2oe1hGfKm9Wle3y8z/ADr4/wCF4cFcacTcJ08VLGw4fznHZVHFzgqcsRHB150VVlCOkHPku4rRXCiiivSPjwooooDr5a/pb9RVVnZVRWZ2YKqqpZmJOFVQuSzMeAoBOSOCTitb/hH9e/6Amr/+C29/+M0vh7/kYNDP/UY0zjt/x+wV+2Ffn/GvGtThOpgYQwUMWsZGtJudSUHD2TpqytvdTe+zS7s/qr6OP0csL464XibEYniTEZD/AGBWy+lCNDCUsT9Y+uwxEpOTqNcvs/YKyW/M9tz8Tv8AhH9e/wCgJq//AILb3/4zR/wj+vf9ATV//Bbe/wDxmv2xor4X/iMuI/6E1H/wfPy/4P4eZ/TX/FPLK/8Ao4mYf+GvD/8AyXr/AE9PxO/4R/Xv+gJq/wD4Lb3/AOM0f8I/r3/QE1f/AMFt7/8AGa/bGiheM2IX/Mmo3/6/z309fPp2D/innlX/AEcTMP8Aw14fyv8Aa9T8RbrS9TsUWW806+tImcRrJdWlxbozkMwRXljRS+1WbaDuKqxAwpqjX6M/tgf8k60D/sdbH/0x+If8/p0r85q/VOE+IJcS5RDM54eOGlKtUpOlGTml7Pl97mevvX26H8P+OnhZR8H+PMTwbQzWrnFOhgcFi/rlajChOTxVP2jh7OHupQ2T3Z+rf/BDfn/grT+wr/2Wuy/Tw7r5r+pn/g8f/wCTfP2LP+yyfEz/ANQnRv8ACv5Z/wDghtz/AMFav2Ff+y1Wn6eHPEBr+pn/AIPH/wDk3v8AYs/7LL8S/wD1CNHr6yP8Gf8AiX5xPxGf+8U/66H8BVFFFYvRN9jriuaUV3aX3tI0odF1m4iSeDSdTmhkXdHLDYXUkTrz8ySJEyMvupI4PNS/8I/r3/QE1f8A8Ft7/wDGa/V34If8km8B/wDYBg/9Gy16pX4jmHi5XwWOxeDWUUprC4mtQUnXneSpVHDmtsnJRbt6bbL/AEj4U+gblnEnDPD/ABBLj3H4aWdZPl2aSw8ctw840XjsLRxLpRk5XkqbqOKk9XZPqfid/wAI/r3/AEBNX/8ABbe//GaP+Ef17/oCav8A+C29/wDjNftjRXH/AMRlxH/Qmo/+D5+X/B/DzPoP+KeWV/8ARxMw/wDDXh//AJL1/p6fid/wj+vf9ATV/wDwW3v/AMZo/wCEf17/AKAmr/8Agtvf/jNftjRR/wARlxH/AEJqP/g+fl/wfw8w/wCKeWV/9HEzD/w14f8A+S9f6en4nf8ACP69/wBATV//AAW3v/xmmSaHrcUbyy6PqkcUaNJJI+n3aJHGilnd3aFVRVUFmZiFVRkkDOP20qC6toL21ubO6iWa2u4Jra4icZWWCeNopomHdZI3ZWHoaqHjJXlOKlk1FQcoqbVed1FtKTSas2ru3fTzMMT+z1wFPD16lDxBxs60KNSdKE8roKE6kYOUIyaldRlJWbWttvL8PqK6Lxd4en8KeKNf8NXBYy6Lq17p4kcbTPDBO6210AAPlurbyrlCFGUlXgdBztfuOGr08Th6OJpNSp4ilCtCS2cakVKLXk00f5o5rl2JyfM8xyrG05UsXluNxOBxNOStKFfC1ZUakWujU4NNdHcKKKK3OAKu2umalfKz2Wn3t4iNsd7W0uLhUYgNsZoo2Ctgg4JzjnGCDVKv0K/Y7/5E3xX/ANjNH/6arOvm+K8+lw5lFXM4YeOJlTqUoeylJwTVSag3da3V7o/X/A/wwo+LvH2A4Lr5pVyenjMLjcS8bSoxrzh9UoSqqKpzai+drlbb0Wp8Gf8ACP69/wBATV//AAW3v/xmj/hH9e/6Amr/APgtvf8A4zX7Y0V+U/8AEZcR/wBCWj/4UVH28l5n9y/8U8sr/wCjiY//AMNeH8v73r93np+J3/CP69/0BNX/APBbe/8Axmj/AIR/Xv8AoCav/wCC29/+M1+2NFH/ABGXEf8AQlova/8AtFRdr9PX8O2q/wCKeWV/9HEx/wD4a8P/APJev9PT8PZ7ee1le3uoZbeePbvhnjeGVNyq674pFV13IysMqMqyt0IzDXuH7SH/ACWjxp/vaB69/C2h/wCRXh9fteVY15jlmX5g4Km8bg8NinTTuoOvShVcE3q1HmtfrY/zk424ejwlxhxPwvDESxcOHs+zTJ4YqUFCWIjl2MrYWNaUFpCVRUlNxWibsj/TN/4NSf8AlFLZf9nF/GP/ANEeEK/pTr+az/g1J/5RS2X/AGcX8Y//AER4Qr+lOvcp/BH0Pgqnxy9QoooqyD/Gf/4KFf8AJ/f7cX/Z4H7S/wD6ujxrXx/X2B/wUK/5P7/bi/7PA/aX/wDV0eNa+P6889eOy9F+QV/YZ/wZ0/8AJ1v7Xf8A2b34Y/8AVkaZX8edf2Gf8GdP/J1v7Xf/AGb34Y/9WRplXT+OPqZ1/wCFP0X5o/0FKKKK7TzAr/PO/wCDw7/k9L9lv/s16X/1a/juv9DGv887/g8O/wCT0v2W/wDs16X/ANWv47rKt8D9Ub4b+KvSX5H8iFFFFch6J9uf8Ezv+UkH/BPz/s9z9lL/ANXv4Cr/AGQ16D6D+Vf43n/BM7/lJB/wT8/7Pc/ZS/8AV7+Aq/2Q16D6D+VdNDaXqvyOLF7w9Jfmha/yTP8Agu7/AMpdP25v+yt2n/qD+Eq/1s6/yTP+C7v/ACl0/bm/7K3af+oP4Sor7R9X+ROF/iS/wP8A9KifklRRRXMd5c07UL/SL+x1XSr270zVNMvLbUNN1HT7mayv9Pv7KdLmzvrK8tniuLW7tbiOOe2uYJI5oJo0lidJFVh/qif8EGf+CqWn/wDBSb9lK0074gaxZj9qf4DWmj+D/jdpjPDBd+MLNrd7fwn8YdPs49iGy8b2tlPD4kjtY4odK8b6frkMdnYaPf8Ah37X/lX19x/8E6v26fid/wAE6/2rfh1+0v8ADWSe/i0C7OifEXwV9se0074k/C/Wp7VfGHgjUnw8SPfW1vDqWgX88FzHofizStA19bW5k0tIJNKc+SXk9H/mY1qaqR0+JJuPn3Xz/Bn+x7RXjv7P3x4+GP7T/wAFvht8f/g14ig8U/DP4q+FtP8AFnhXV4gqTGzvVZLnTNUtVkkbTdf0LUYbzQ/EWjzubrRtd07UdKu1S6tJVX2Kuzc83bc/mz/4OsP+UUOrf9nCfBr/ANC8T1/mV1/pqf8AB1h/yih1b/s4T4Nf+heJ6/zK65K3xv0R34X+HL/G/wD0mIV618Av+S7fBX/srXw4/wDUx0avJa9a+AX/ACXb4K/9la+HH/qY6NWR0n+2KvQfQfypaReg+g/lS16B45/nYf8AB4N/yf1+zn/2aBoH/q5/jLX8l1f1o/8AB4N/yf1+zn/2aBoH/q5/jLX8l1cVT45ep6dD+FD0f5sK+4v+CYv/ACkn/wCCev8A2fF+yb/6vrwDXw7X3F/wTF/5ST/8E9f+z4v2Tf8A1fXgGpjuvVfmaS2fo/yP9j1eg+g/lX87v/Bzb+x1/wANO/8ABNbxd8SfD+lfbviL+yVrsHxx0SS3h8y+n8Aw27aF8XdKEm1/J0238I3qePdRACmWT4fWK7wAVf8AoiXoPoP5Vh+KfDGgeNvDPiPwb4q0u11zwv4t0LV/DHiTRb5DJZaxoGvafcaVrGl3kYKmS11DTru4tLhAwLQzOuRnNd0lzRa7o8qMnGUZLo0/l1XzWh/h9n/P69u+Mc+1LX1b+3N+zDr/AOxj+13+0H+zD4hF08/wg+JeveHNGv7xClxrvgu4lTWfh/4ndNiBR4o8D6n4d8QqoUBE1MJztJr5Srg2PVTuk1s0n9+oV/qmf8G5X7Uf/DTf/BKz4F2+p6j/AGh4x/Z5n1n9m7xZum8yWGD4cLY3Hw+QoxaYRp8Jte8BW3mSFllvLS98tsIY4/8AKzr+xD/g0D/ajHg/9o/9on9knW9S8rSfjT8PNL+K3gm2uZcQjxz8KL59N13TtNizn7d4h8F+LrjVr5tpD2Pw/iJeMwqs2tF2ml30/wAjHEx5qbfWLv8ALZ/5n+ghRRRXWecFfxif8Hg/7UH/AAj/AMHf2YP2P9E1HZf/ABH8Z678cvHlpby7JovDPw9sJfCXge0v0BBm07xB4k8WeJdRgjwY/wC0PAkMr4eCLP8AZ3/n/OK/ykf+Dhf9qD/hqL/gqp+0Tf6dqP8AaHg/4H3um/s3+C8TedFbWvwnF1Y+NI4JVJhe3uvixqPxC1C2kgHlva3sBDTMDNJlWdoNdXp8upvh481RP+VOXz2X5n4m0UUVyHonqvwL+D3i/wDaD+NHwp+BXgC1+2eNfi/8QvCHw48MRMjvCmseMNdsdCs7q8KDMWn2Ml6L3UrlisVpYW9zczPHDC7r/s7fAv4P+EP2fPgv8KfgX4Atfsfgr4QfDzwh8OPDEJSNJm0fwdoVjoVnc3hj+WXUL6OxF7qNyxaS7v7i4uZnklleRv8APZ/4NO/2Pf8AhdH7cnjP9qHxHpf2nwb+yb4Elm0C4uId9tL8X/ixbat4U8MKiyqbe5/sfwRbfEPVpCgkm0zV/wDhGb0CGSS1mr/R7rpoxtFy7tpen/DnBiZ3mor7K19XZ/lb+rn8fH/B4r/yaZ+yR/2cT4h/9VrrVf581f6DP/B4r/yaZ+yR/wBnE+If/Va61X+fNWVX+JL5f+ko6MN/CXrL8wooorM3Civ3i8Mf8G1//BXLxj4Z8O+LtA+Angy70LxToek+I9FupPjn8HbWS50jXLC31PTbh7a48ZR3Fu81ndQyPBPHHNCzeXKiurKNz/iGM/4LEf8ARvvgn/w/XwX/APm1quSX8r+70/zRn7Wl/PH7z8AaK/f7/iGM/wCCxH/Rvvgn/wAP18F//m1o/wCIYz/gsR/0b74J/wDD9fBf/wCbWjkl/K/u9P8ANB7Wl/PH7z8Aa+1/+Cav/KRn9gL/ALPX/ZW/9Xp4Er9J/wDiGM/4LEf9G++Cf/D9fBf/AObWvpv9ij/g3W/4KtfBn9sr9kn4w/ED4GeD9J8BfCj9pv4C/Erxtqlv8bPhJqlxpvhDwL8VPCnijxLqEGmad4uuNQ1Gez0bS724isLC3uLy7kjW3tYJZ5EjZqMrr3Xuunp/mhOrTafvx2fVH+kMvQfQfyrz34u/8ko+Jv8A2T7xn/6jmpV6EMgDPXFee/F3/klHxN/7J94z/wDUc1Ku082O69V+Z/iRUUUV5564UUV+zP8AwS2/4IqfHT/gqv4R+LfjD4Q/Fj4TfDiy+EHiTwz4a1q1+I48YG61O68UaZqWqWlxpf8AwjHh3W4vs9tFpksdyLuS3k8ySMxJIgcq0m3Zat7L03FKSinKTsla79Xb9T8ZqK/rt/4g8v21f+jov2XP++fix/8AMDXlvxE/4NG/+CkXhXSbrVPBPxL/AGV/ijcW0Uskfh3SPHfj7wx4iv3Rd0cFgfF/wy0nwuJJsFA2o+KdNhSQrvlEZaVHyT/la23Xf/hzP29K9udf1bf7/wDM/lko/wA/5/L/ACa9v/aI/Zt+On7J3xU174KftF/DPxJ8KPib4bEMuo+GfEtvCHnsbkyrZazomqWE97oviTw9qJgm/szxF4e1LVND1HyZvsWoT+TLs8QqTXon0auvNBX97X/Bs3/wWg8Y/GHUrL/gnd+1T4wu/FHjXTPD97qH7MvxO8Tah9q1/wASaH4Y08XWsfBrxHqNyzXmtax4f0G0vPEXgfV76W5vrjw7pWvaBqF5/wASfw1b3P8ABLXrPwG+Mni79nj42/CX47+Aro2njP4P/ETwh8R/Dj+Y8cUuqeENdsdbt7K72HMunaibM6fqVswaK7sLm5tZ0khmkRqhJxkmtuvmjOpD2kXHTZtPqpdLfkz/AGxwMep+vWiua8GeK9H8eeD/AAp448PTm60Dxl4b0PxXod0QAbnR/EOl2ur6ZcYUsB51leQSYBI+bgkYJ6NmVFZ3ZURFLO7EKqqoJZmYkBVUAlicADknrXceWfzjf8HBP/BZm6/4Jx/C3Rvgd8A9Q06X9r3416DdanompXNtb6lbfBj4bSXF5pE3xLvNOuRJa33ifWNUs7/R/h3pd/b3Olm/0rXPEGtQXVnoNtoniH/M68V+LPFHjvxLr3jPxt4j1zxf4v8AFGq3uueJPFHibVb3XPEGvazqM73N/qusavqU9zf6lqF5cSPNc3d5PNcTSMXkkYmvsH/gpL+1drf7bH7cP7R/7R2rajNfaX44+JOuWvgKGS5kuIdI+F3hm4Phn4baPabmEcaWng3StHe7NtHbwXmqz6hqZgSe+m3fD1cU5uTd3pfRdD06NNU4ppLnespfdZei/EKP8+n+frRX9l//AAQ6/wCDcr4QftV/AHwp+2P+27qPi/U/BfxKfUb34R/A/wAH65ceEItW8Jabql3ow8Y/EPxPpqp4mWHxDe2F9N4b8PeF7/w/PHosWn6/e6/errKaRp6jFzdl2v8AL+mVOcaa5pPS9klu35H8aH+f/r9f857UV/qxax/wbj/8EbNX0Z9HT9jy10kmBobfVdH+NH7QdtrNo5AC3KXs3xWuRdTxkBlGpw38DnImglRmU/y3f8Fov+DbgfsV/C7xL+1h+xx4r8YfET4G+Dtt/wDFX4X+OWsdW8f/AAx0K5uVhfxnoHiLSbHSo/F/gXSZ7mCDXLO90eHxJ4S0xU1+/wBU8S6RHrup6DUqUoq+/p8v1uvl5mcMRTk0tYtuyvt5ao/kuoo/z/n/AAPNFZm5/YJ/wbZf8FpfF/wm+J/gn/gnv+0z4xu9d+CXxI1G28L/ALPPi/xNqD3N58IviDfyCHQfhy+pXspm/wCFdeObto9E8PaczyxeFPGN3pNvp0NroWuarLpn+g5X+HTZX17pt7Z6lp13c6fqOn3dvfWF/ZTy2t5ZXtpMlxa3dpcwMk1tc208cc0E8LpLDKiyRurqpH+xN/wTF/alm/bS/YG/Zc/aS1G4jufEvxB+F+mW/j2aIQpHL8SvBd3e+AviTNFDCFS1t7rx14Y1+7s7Xapgs7i2T5gAzdNGba5ZbpJr9V8uhw4mCi4zStzbrz/I+8K/k2/4PBP+Uff7PP8A2eP4X/8AVJ/HCv6ya/k2/wCDwT/lH3+zz/2eP4X/APVJ/HCtKnwS9DGl/Fh/iR/nUUUUVxHqBX+z9+w9/wAmV/sgf9mu/AD/ANVP4Sr/ABga/wBn79h7/kyv9kD/ALNd+AH/AKqfwlW9DeXovzOTF7Q9Zfkj6ir+VT/g77/5RqfBH/s+P4af+qF/aXr+quv5VP8Ag77/AOUanwR/7Pj+Gn/qhf2l62qfBL0OWn/Ep/44/wDpSP8AOKoooriPVCiivtrw9/wTS/4KKeLdA0PxX4W/YR/bA8R+F/E2j6Z4h8OeIdC/Zw+L2raJr+g61ZQajo+taNqlj4RnstS0rVNPuba+0+/s5p7W9tLiG4t5ZIpEdizeyuJtLdperS/M+JaK+mfiD+xZ+2N8JdMvNb+Kv7Jn7S/w00XTgTqGr+P/AIE/FHwdpVkoDMWutR8ReFdOs7dQqMd00yrhSwJAOPmb0/Hj8P5e/fBHFOzW6f3AmnezTtro0+3+aCum8G+NPGHw68V6B46+H/inxD4I8a+FdUtta8M+LfCes6h4f8SeH9Xsn8y01PRtb0q4tdR02+tpBuhurO5hmQ52uASDzNFIZ/oo/wDBBD/g4Cm/bBvdA/Y4/bO1jSdN/aWh08Wvwp+Lbi00fTPj7Dp0DvN4b8Q2UEdtpukfFq1s4Wu7STTo7bSfHtrDdrbWOl+JbNLbxL/WfX+Hz4a8SeIPBviLQfF3hPWdT8OeKfC2s6X4i8N+IdFvJ9O1jQte0S9g1LSNY0rULV47mx1LTNQtre9sby3kjntrmGKaJ1dFYf61v/BGb/goTa/8FIf2Gvh58Z9Zns0+MPhGaT4VfHzS7SKG1jh+KPhTT9OlvfEFnYwCOO10nx3oeo6L41sILeJbLTZNbvdAt5JX0O4YdVKpf3XukrPvpr9346nBiKSh78VaL3S2T6fefqzRRRWxzBX4q/8ABwH+2H/wx1/wTI+Oes6Nqn9mfEb44WsX7Ovw0aKYQ3i6v8T7LUrTxZqlnKjfaLW68PfDOw8b65p9/Au611qy0hfNgknilX9qTntj8c/0r/Op/wCDtX9sMfFj9sf4bfsk+G9UM/hT9lvwQmteMba3m/cS/F74u2ml+ILu3ukiYxXR8PfDu08DCxllYzWF74k8S2QjhZ7jzs6kuWLfV6L9fwNaMeepFdE7v0R/Jt/n/P8An9KKKK4z0wopM9fbH+f8+3rS0Af3+f8ABoX+2J/wmXwN+O/7EfifVPM1v4M+JI/jL8MLS5mDTSfDn4h3MemeN9K02AN8mneFfiDbWet3bsgZr/4o8PIPkh/skr/It/4Iu/tiH9iH/go9+zp8YNW1UaX8Pde8UL8JPi7LLN5FgPhr8Unh8MaxqmqNuQtYeDdVuND+IDRq2XufCNsNjgGJ/wDXSrroyvG3WOnye36/cediI8tRvpLVfcr/AIhRRRWpgFf5zX/B4B/ykW+An/ZlXgb/ANXn+0HX+jLX+c1/weAf8pFvgJ/2ZV4G/wDV5/tB1lW+B+qN8N/FXpL8j+USiiiuQ9EKK6Pwh4P8WfEHxV4d8C+A/DOveNPGvi/WtO8N+FPCXhXSL/X/ABL4l8QaxdxWOkaHoOiaXBdalq2ranezQ2lhp1jbT3d5cyxw28LyOqH7Lm/4Jb/8FLreJ55f+CfH7a4ijUs7L+y78a5GCjqdkXgp3IHVsKdoBJwATTs2rpX9Pl/mJyinZtLrq7fmfCNFexfE79nb9oH4JLbt8ZvgX8YvhGt05itm+J3wx8beAhcSbivlwHxVomlCZwyspWPccgjAIIHjv16f57f/AF/58KzW6GtVdNNd0/67hX0v+yj+2B+0X+xL8WdH+NP7NXxN1/4b+NdMeCO/XTrhp/Dvi3R4rhLifwx448M3BfRvFnhq9ZAbjSdYtbiKKYRX9i9nqdrZ31v80UUJ2d1utUJpNcrSad73W+1vlv8AM/1mv+CPf/BXf4U/8FUfgpdatb2mmfD39oz4cW1ja/Gr4Oxag9yli1yfs9j4+8DS3jfb9V+HniO4R0t2uDcan4U1bzfDevXF2w0fXvEX7DV/jTfsDftpfE79gD9qj4XftN/C67uXvvBmsQ2vjHwul01tp3xD+G+qz28PjfwBrIIeF7LxBpMbiyuZ4Lg6Lr9roviSyiGp6LYyxf7B3wZ+Lfgb4+fCX4a/G34Z6suufD74seB/DPxB8HaqFEcl14f8V6Ra6zppu7cPI1nqENvdpb6lp8rfaNOv4bmxuQtxbyIvXSnzKz3W/nold+bPPr0vZyTXwy28mrXT+/T/AIB6XRRRWpgFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH+JL8Yf+SufFL/so3jf/ANSbU685r0b4w/8AJXPil/2Ubxv/AOpNqdec15568dl6L8j6r/ZA/wCSl65/2I2p/wDp/wDDNfo7X5xfsgf8lL1z/sRtT/8AT/4Zr9Ha/l/xU/5Kqt/2C4b/ANIZ/tR9B/8A5Mfgv+x7m/8A6cphRRRX5uf2CFFFFAH5e/tRf8lf1j/sF6F/6bYa+ea+hv2ov+Sv6x/2C9C/9NsNfPNf2Nwl/wAk1kn/AGLcJ/6Zgf8APl48/wDJ5PEn/sr87/8AU6sFFFFfRH5IFFFFAGx4e/5D+h/9hjTP/S2Cv2wr8T/D3/If0P8A7DGmf+lsFfthX4L4y/x8k/694z/0qgf6ifs8v+RZ4kf9hmQ/+mswCiiivxE/0kCiiigD5Q/bA/5J1oH/AGOtj/6YvENfnNX6M/tgf8k60D/sdbH/ANMXiGvzmr+oPCv/AJJSl/2GYn84H+Kv03f+T5Zj/wBiXJ//AFHP1c/4Ibf8pav2Ff8AstVp/wCo54hr+pr/AIPHv+Tef2Lf+yzfEr/1CNIr+WX/AIIbf8pav2Ff+y1Wv6eG/EOa/qb/AODx7/k3j9i7/ss/xJ/9QfSa/To/wZ/4l+cT+N5/7xT/AK6H8BFFFFYS2fo/yO2n/Ep/44/+lI/XT4If8km8B/8AYBg/9GzV6pXlfwQ/5JN4D/7AMH/o2avVK/i7Pv8Akd5t/wBjDF/+npn/AEU+Fv8AybbgL/skeH//AFV4YKKKK8k+8CiiigAooooD7rdb/wBbb3Pzm/a38K/2V450zxPDHi38U6Wsdw4HDapovlWcxLDgbtOl0sKDyxjlI3YOPlCv1C/ac8Lf8JF8L7++hiD3vhe7ttehKr+8Nohaz1NAQOIks7p7yUcKfsSE8qtfl7X9U+Gua/2nwxhYSm51svlLBVbu75adnRffl9lOEV3cWf4ffTD4H/1N8aM6xFCj7LL+KqNHiLCOMbQdbFc1PMFdaObx1KvVaW0ase6Ciiivv9z+WAr9Cv2O/wDkTfFf/YzR/wDpqs6/PWv0K/Y7/wCRN8V/9jNH/wCmqzr868Uf+STxX/X/AA3/AKegf1p9Cn/k+2Sf9ivOf/UOZ9fUUUV/Lh/toFFFFAH5T/tIf8lo8af73h//ANRbQ68Pr3D9pD/ktHjT/e8P/wDqLaHXh9f2Xwv/AMk3kP8A2KMv/wDUWkf88fjP/wAnc8S/+y44m/8AVvij/TN/4NSf+UUtl/2cX8Y//RHhCv6U6/ms/wCDUn/lFLZf9nF/GP8A9EeEK/pTr6qn8EfQ/Hqnxy9QoooqyD/Gf/4KFf8AJ/f7cX/Z4H7S/wD6ujxrXx/X2B/wUK/5P7/bi/7PA/aX/wDV0eNa+P6889eOy9F+QV/YZ/wZ0/8AJ1v7Xf8A2b34Y/8AVkaZX8edf2Gf8GdP/J1v7Xf/AGb34Y/9WRplXT+OPqZ1/wCFP0X5o/0FKKKK7TzAr/PO/wCDw7/k9L9lv/s16X/1a/juv9DGv887/g8O/wCT0v2W/wDs16X/ANWv47rKt8D9Ub4b+KvSX5H8iFFFFch6J9uf8Ezv+UkH/BPz/s9z9lL/ANXv4Cr/AGQ16D6D+Vf43n/BM7/lJB/wT8/7Pc/ZS/8AV7+Aq/2Q16D6D+VdNDaXqvyOLF7w9Jfmha/yTP8Agu7/AMpdP25v+yt2n/qD+Eq/1s6/yTP+C7v/ACl0/bm/7K3af+oP4Sor7R9X+ROF/iS/wP8A9KifklRRRXMd4Uf5/rRRQB/WN/wbFf8ABWIfsz/GVf2FPjl4l+zfAj9oDxNFL8JNc1i722Hwx+OWq+TZWuj+fO4Wx8K/Flo7TRriMFrXTvHUPh+/jgsrfxB4q1Q/6LX+fw/zn0r/AA4o5JIZI5YXeKWJ0kiljZkkjkjYNHJG6kMjoyhkdSGVgCCCBj/UG/4N6f8Agq7H/wAFCv2Y1+FXxa8Qrd/tYfs46PpOg/EGW/uV/tT4o+AV2ab4S+L0KyN519qNwI4vDvxEliM5t/F0Fvrt4bGDxro1jH0UZ/Yfy/y7HFiKVn7SK0fx+uiT+fXpp5nFf8HWH/KKHVv+zhPg1/6F4nr/ADK6/wBNT/g6w/5RQ6t/2cJ8Gv8A0LxPX+ZXUVvjfojTC/w5f43/AOkxCvWvgF/yXb4K/wDZWvhx/wCpjo1eS1618Av+S7fBX/srXw4/9THRqyOk/wBsVeg+g/lS0i9B9B/Klr0Dxz/Ow/4PBv8Ak/r9nP8A7NA0D/1c/wAZa/kur+tH/g8G/wCT+v2c/wDs0DQP/Vz/ABlr+S6uKp8cvU9Oh/Ch6P8ANhX3F/wTF/5ST/8ABPX/ALPi/ZN/9X14Br4dr7i/4Ji/8pJ/+Cev/Z8X7Jv/AKvrwDUx3XqvzNJbP0f5H+x6vQfQfypaReg+g/lS13nkH8EH/B31+x3/AMI18Uv2ff24/DGleVpXxL0a4+A/xVu7eLZAnjjwdDfeJfhvqt9IFYzal4m8GTeJ9E3syiLTvhvp0SoWYsf4vq/18f8Agr/+x8P25P8Agnl+0d8CdN0tdT8eP4Om+IPwkVIvMvF+Kvw3f/hLfCGn6e+GNvN4rm0658DXdwEdk0nxTqKqpZuP8hBlZGZHBV0JVkYFWVgSGVlOCrKQQQRkEEdq5K0bSv0lr81v+h6GGk5U7PeLt8t1+qG19tf8E3v2nJv2N/26v2Xv2kGvJLHRvhv8WfDs3jWWFmWST4beJHl8H/E62TaDmS6+H/iDxJbwhldBPJE7o4XbXxLR/kn19zWSdmmujv8AcbtXTT6qx/uNwzw3MMVzbyxzwTxRzwTQyJLDNDKgkililQtHJHIjK8ciMUdWDKSpBqWvya/4Id/tR/8ADW3/AATB/ZY+Ieoaj/aPjHwh4Hj+CvxBeWXzr/8A4S74OSnwM1/qr5IOpeJ/DuleHvGc5By6eJYnZY2Yxr+std6d0n3SZ5LTTa6ptHzV+2R+0LpH7J/7Kf7Qv7SGtNbNb/Br4S+NvHNjZ3RAh1fxFpGiXb+FPD+SyAzeI/E76PoNsrOitcajCrOgYsP8YnXdc1fxPrms+JfEGoXOra94h1XUdc1vVbxzJd6nq+rXk1/qWoXUnHmXN5eTzXM74BaWV271/os/8HbH7UH/AAqz9hL4b/s2aRqP2fxD+1H8V7SXW7NJdr3Xwx+C407xlryvGhD8/ELUfhW0Zf8AcyRQ3iYdl+T/ADka5q0ry5e33a6nbhY2hKXVuy9Fb9W/uCk/z9T7f5/Hilr7d/4Jv/snX/7b37cP7OH7M1tb3Muj/Eb4j6WPHlxaGVJtN+GHhlJ/FnxM1JLiPaLe4tPAuh68dOkeSFZdVewtVlWW4jBxV27edl5nS2opt7JXfyP9G7/g3S/Y/wD+GSv+CYfweutc0r+zviL+0fLc/tH+OTNB5d7Ha+P7LT4vhxpkryqLqKOy+F+l+ELufTZxGNP13VdeCwpNcTyS/urVLTdOsNH0+w0nSrK107S9LsrXTtO0+ygjtrKxsLGCO1s7O0toVWK3tbW3ijgt4IlWOKKNI0UKoAu13xXKkuyseTKTlJye7dz+Pj/g8V/5NM/ZI/7OJ8Q/+q11qv8APmr/AEGf+DxX/k0z9kj/ALOJ8Q/+q11qv8+auSr/ABJfL/0lHoYb+EvWX5hRRRWZuf7XP7OH/JvHwG/7Ix8Lv/UH0KvZ6/hG+G//AAeE2Pw/+HfgHwEf+Ce11qx8E+C/C3hA6qP2q4bEamfDWh2OjHUBZH9nK8+xi9+xfaRa/a7r7OJPK+0T7PNbtP8AiM3sf+kct3/4lrD/APQ1V1qrBJK/Rfp/n+D7Hmewq/yP71+rX9an9wtFfw9f8Rm9j/0jlu//ABLWH/6Gqj/iM3sf+kct3/4lrD/9DVT9rDv/AFp/n+D7D9hV/kf3x/z8/wA+zP7haK/h6/4jN7H/AKRy3f8A4lrD/wDQ1V+83/BHD/gr3B/wVs8IfHLxXD+z9L8Ax8F/Efgrw+1hJ8VE+KP/AAkn/CY6Zr+pC7W6T4dfD3+yBp39h+T5Bt9TN39qEgmtvJ2SuNSMmknq/wDJP+vRkypVIq8otJbu68uz81/SZ+z9eefF3/klHxN/7J94z/8AUc1KvQxnvjPtXnnxd/5JR8Tf+yfeM/8A1HNSqyI7r1X5n+JFRRRXnnrhX98v/Bm5/wAkQ/be/wCyq/CP/wBRHxZX8DVf2yf8Gon7WX7LX7OHwe/bB0z9oX9pH4D/AAK1LxP8S/hff+GtP+MPxc8A/DW+8Q2OneF/E1vf3uiWnjHX9HuNUtLK4uIILu4sY54reaaKKZ0eRFN0rKpFuy31fmn+ZjXTdKaSu/d0X+KJ/d5SHjtn6DmvhQ/8FRv+CaABP/Dwr9iPABJx+1P8DyePQDxwST6AAk9hXy58Zv8Agv5/wST+CVnezax+2J4E8e6lbwSyWmg/BnTPFHxdvdVniRmWzs9V8DaJq/hO1mnKlIZta8SaTYbivm3kasGrs5kuq7b/ANdzz1CT0UZa+T/rqj8b/wDg8S+FPgK7/Zr/AGUPjhLZ6fD8T9A+OOrfCmw1BIo49U1LwH4w8A+JvF2r2d1KqCW80/RPEPgbRJ7GOeR49MuNf1FrVY21a9aX/P8Aq/cv/gt7/wAFi9V/4KrfF3wdaeCPC+vfDv8AZq+DKa1H8L/Cfiae0Hi3xJrviIWMev8AxA8d2mkX+o6JZaxc2mm2WlaFodhqGsweG9LjvfJ1i7u9d1Rq/DSuOo1Kba20172SR6NGMo00pXvq7N7J7Ly9O4Ue39efz69+tFfR37IP7OHi39rv9p/4F/s1eCba7n134xfEfw54Qe4s4hM+i6BdXi3Pi7xTOhDAaf4Q8J2ut+KNUlKuIdO0e7lKPs2NG5o2km3sj/Xp/YVh1C3/AGI/2ObfVyx1WD9lf9nuHUy6srnUYvhJ4RjvdyuSyt9pWXcrEspyGJINe3/FC11a++GfxDstAWRtcu/A3i210ZIlLyNqs+gX8WnLGgwXka7aFUUEbmIHeul0LRdN8NaJo3h3RbWOx0bQNK0/RdKsosiOz03S7SGxsLWIHJ2W9rBFEuSTtQc5rVrvWiXWy+88m+t/O/43P8N73wc/l04xg49+vHf3pa/TP/gr9+xfr37CX/BQH4//AAYu9In07wLq3i/VPib8F71oGisdY+EPxB1O/wBc8JHTptkcd1/wjJkv/AmryxRxRr4h8KaxHHGsSRE/mZXC002nuj1otOMWtU0np6BX96f/AAQh/wCDgr9lDwJ+y98L/wBjT9svxXB8C/GPwX03/hCfh18T9V0rVLr4ZeOvA0FxNceG7TX9Z0i21FvBPivQLWeTRb+48QWlj4V1PT9O07VI/EMeraheaTb/AMFlFOMnB3WvR+l1cmpTjUilLu7Nbp9fzP8AbL+FHx0+Cvx40FPFPwQ+Lvwy+MHhpljc6/8ADHx14Y8d6RGJlLRLLqHhjVNTtYJGwwMU0iSqysjIrqyjsvGPhLw54/8ACPinwH4x0q117wl428Oa54R8UaHfKZLLWvDniTTLrRtc0q8jBUva6jpl7dWdwgILQzOMjPH+JN4T8Y+L/Aet2nibwN4q8SeDPEdgd1j4g8J65qfh3W7JiVYtaaro91Z39uSVU5huEOVU9QK/WL4Af8F7/wDgq/8As7zWEXh/9rrx18RdCsvLSXw18dodK+NNjf20WNlpPrnj2z1fxvZQKAqq2ieLNJuVjURLcLENlbKutpR33a1XTv3u38ra7nK8LJP3ZJ9r6dt3d/f5H6OXP/Bo5/wUfvvE2v2+i/Eb9lHSPCsOu6rD4d1Hxb8SviPHqd54fi1CdNHvdQsvDPwZ8Rx22oXOmrbz3Nok8iQXEkkPmkKHr0/QP+DPH9s+52f8JR+1L+zDo+QPM/sC3+KviTYeM7P7R8EeFPMA7FvLzjoOM/RX7MH/AAeI61Fcado/7ZX7J+nXtmxiTUvH/wCzd4guLC8twCqSSw/Cz4kanfW988gJmdh8V9MSNkKR2zrIvk/1B/sYf8Fbf2Av29ktdP8A2e/2gPDN949nj3zfCLxuJvAHxXgdU82dLPwb4nFjdeJ4bOPa17qngqbxNolsXRJdTWRgtEYUZbN37X/ruE54iGslZLS6V131ev4+fmfyuaB/wZqfEW48v/hKP2+PBej5A83+wf2e9c8SbD3Ef9o/Fzwp5gHYt5WcHgcZ/qm/4JXfsAXf/BNH9lHT/wBlyb40T/HSy0bx54x8Y6R4uuPAa/Do2Fl4wk0++ufD0Xh5fGPjkeTa6zDquqLff22DO2rvEbSM2/nXH6P0VrGEYu6Wtrfl/l+L7mE6s5q0ndei/roFfybf8Hgn/KPv9nn/ALPH8L/+qT+OFf1k1/Jt/wAHgn/KPv8AZ5/7PH8L/wDqk/jhRU+CXoFL+LD/ABI/zqKKKK4j1Ar/AGfv2Hv+TK/2QP8As134Af8Aqp/CVf4wNf7P37D3/Jlf7IH/AGa78AP/AFU/hKt6G8vRfmcmL2h6y/JH1FX8qn/B33/yjU+CP/Z8fw0/9UL+0vX9Vdfyqf8AB33/AMo1Pgj/ANnx/DT/ANUL+0vW1T4Jehy0/wCJT/xx/wDSkf5xVFFFcR6oV/s3fsEf8mL/ALF3P/Npv7Of/qn/AAd/PvX+MjX+zd+wR/yYt+xd/wBmm/s5/wDqn/B1b0N5ei/M5MXtD1l+SPrKvw3/AOCo3/BCP9kf/goZ4G8WeIfDPgvwn8Cv2qGtrnU/Cnxw8FaDa6KniLxBFDK0GlfGDRdGhtrTxxoWsS+Ta32vXVtL410NIrW60fV5bO0utB1b9yKMcjrx+v1rocVLdX8vu/yOSMpRd4tp/wBbn+I58VPhj43+CvxL8f8Awh+JWhXPhn4g/DHxh4i8CeM9Au8GfSfEvhbVbrRtYs/MQmK4iivbOYW93A0lteQeXc20ssEscjcFX9JH/B1D8A9I+Dv/AAVH1HxzoNh9i0/9o34K/Dz4u6n5MYjsT4v0+58RfCvxAsCIFVLm6t/h1o2vapgEz6hrs19Kzz3kmP5t64ZLlk12dv62PUhLmjGXeKfza1Cv6vv+DST9qW9+Gn7cPxK/Ze1TUZl8KftM/CzUNV0PTWmZoT8Ufg0l34r0yeC3kbZEbj4dXnxJF/LbgTXLabpImEsNmjQ/yg1+iH/BJL4qXHwX/wCCmn7DPj6G6lsoLf8AaV+F/hXVrqJyjQ+HPiP4htvhx4oZiOWiPhvxZqqzxD/XQGSLnfTg7Si/Nfc9H+BNWPNTkvK69U7n+whRRRXceWebfGT4reEPgV8JPid8aviBfDTfA/wl8A+LfiN4tvsoHg8P+DdCvvEGqmBZHRZbt7PT5YrO3DB7m6eG3jDSSKp/xjP2h/jd4v8A2lPjv8YP2gPH05m8YfGT4jeLviNryiZ5oLK88V63eauNJsWkAKaXo0FzDpGlW6qkdrpllaW0MccUKIv+hR/wdc/th/8ACjv2EPDH7NHhzVfsnjf9rnxxFpGrQW8/lXcPwg+F9xpXi3xpOGiYzwDVfFU/w98OSIwjg1TRtS8RWbSSRx3FvJ/m51y1pXly9F+Z3YWNoyn3dl6L/g/l6BXqvwK+Efib4/8Axr+EfwM8GRmXxZ8YfiV4J+Gfh0eU8yRat438Sab4csrqdEKn7LZzail1dyFkjitYZZZZI40aRfKq/pL/AODWb9mD/hef/BTLTPixq+nC78JfsrfDfxT8Uppp4vNsH8c+JIP+FdeAtPmGDi+hfxL4g8YaUxKCO68FmYNviRJMormkl3djepLkhKXZfjsvxPyp/wCCnv7IyfsL/t4ftIfsyacmo/8ACKeAfHcl58OrjVJWub26+GXjLTrDxp8PXur8qq6ne2vhPX9L0zVb6NVWbWLDUA8cMySwRfBVf2gf8HhP7L/9g/Fz9l79sLRdO2WPxD8H698CfHt5bxeXBF4j8AX03jDwJd37gATalr/h7xV4r0+KUkyDTvAtvC2I4IQP4v6c48smunT0FSlzU4vd2s/VaMK/1v8A/giT+2H/AMNt/wDBNr9nb4p6tqn9qfEPwh4d/wCFLfFuWSYz35+InwritfDt3qmqybmH9peMvDa+GfiBOq7VRfFsY2RY8tP8kCv7Ef8Ag0Q/bD/4Qb9oX44fsVeJtU8rQvjp4Vj+K/w0tLmbEUfxL+GVs8HizS9NgDDdfeKvhzdS61fyMrhbL4YW4BjyRLdGVp2/m0/yM8TDmhzdYa/J6P8Az+R/oH0UUV1nnhX+c1/weAf8pFvgJ/2ZV4G/9Xn+0HX+jLX+c1/weAf8pFvgJ/2ZV4G/9Xn+0HWVb4H6o3w38VekvyP5RKKKK5D0T9B/+CTX/KT3/gn5/wBng/s+/wDqzvDlf7DC9B9B/Kv8ef8A4JM/8pPf+Cfn/Z4P7Pn/AKs7w3X+wwvQfQfyrpobS9V+Rw4r44/4f1M7V9H0jxBpeoaJr2l6drWjarazWOqaTq9lbalpmo2VwhjntL+wvYprS7tZoyUlt7iKSGRSVdGBIr+Nz/gvP/wb2/BO7+DPxE/bP/YZ8BaZ8KfH3ws0HU/G/wAWfgX4J01bLwB8QfBOkLLqXijxP4F8M2gWz8F+MvC2kLdazdaD4et7bw34m0TS7m30/RLLxMsc2uf2a1T1DTrHVrC/0vU7S31DTdTs7nT9QsLyGO4s72xvIXtru0ureVWintrmCSSGeGRWjlidkdSrEHWUVJNNf8P/AEkYQnKEk02u66NadPkf4dWf8/l+lLX0z+2l8Erf9mz9r39p74AWEdxHpPwd+PXxX+Hfh83TvLcT+GfCvjbWtJ8MXsksn7yU3/h+202+WR8PItwHf5mOPmauJ769NPu0PVTuk772t6WVv1+4PX36/wCfxNf6PX/Bpf8AtTXvxe/YP+If7OniDUZr/Xf2Vfim9roKTTGZ7P4XfGGLUvGHhe0zIWmxb+N9L+KMUIJMEFgNPtLcJHAI1/zha/rM/wCDQf4q3Hhn9u/49/CSa5ki0n4p/s0X+vx24c+XdeJ/hp8QfBr6RvjyAWh8PeMvGcscvLRjegGJ2Zapu04+bt95hiIp0m+sbNfek/wP9FSiiiu084KKKKACiiigAooooAKKKKACiiigAooooAKKKKAP8SX4w/8AJXPil/2Ubxv/AOpNqdec16N8Yf8AkrnxS/7KN43/APUm1OvOa889eOy9F+R9V/sgf8lL1z/sRtT/APT/AOGa/R2vzi/ZA/5KXrn/AGI2p/8Ap/8ADNfo7X8v+Kn/ACVVb/sFw3/pDP8Aaj6D/wDyY/Bf9j3N/wD05TCiiivzc/sEKKKKAPy9/ai/5K/rH/YL0L/02w18819DftRf8lf1j/sF6F/6bYa+ea/sbhL/AJJrJP8AsW4T/wBMwP8Any8ef+TyeJP/AGV+d/8AqdWCiiivoj8kCiiigDY8Pf8AIf0P/sMaZ/6WwV+2Ffif4e/5D+h/9hjTP/S2Cv2wr8F8Zf4+Sf8AXvGf+lUD/UT9nl/yLPEj/sMyH/01mAUUUV+In+kgUUUUAfKH7YH/ACTrQP8AsdbH/wBMXiGvzmr9Gf2wP+SdaB/2Otj/AOmLxDX5zV/UHhX/AMkpS/7DMT+cD/FX6bv/ACfLMf8AsS5P/wCo5+rv/BDXP/D2v9hbH/Rabb8v+Eb8Q5/Sv6m/+Dx7/k3f9i7/ALLR8SP/AFB9Lr+WX/ghn/ylr/YW/wCy0W//AKjPiKv6m/8Ag8e/5N2/YvP/AFWn4j/r4G0z/Cv06P8ABn/iX5xP43n/ALxT/rofwDUUUVhLZ+j/ACO2n/Ep/wCOP/pSP10+CH/JJvAf/YBg/wDRs1eqV5X8EP8Akk3gP/sAwf8Ao2avVK/i7Pv+R3m3/Ywxf/p6Z/0U+Fv/ACbbgL/skeH/AP1V4YKKKK8k+8CiiigP+H/L/NBRRRQBS1LT7XVtPv8AS72PzbPUrK6sLuI4/eWt5A9tOnII+aGRlyQcZ6cV+LviLRbrw3r+s+H70H7Vo2p32mTHaVDtZXMkHmqD/BMEEsZBIaN1ZSVIJ/a+vzW/au8K/wBi/ESHX4Y9lp4t0uG7ZgMKdT0sR6ffIoAx/wAey6bcSNnLS3MjEbuW/XvCHNXh82xeV1JWp4+gqtNX0+sYe7tFPbmpSm335Fc/gb6e/A39r8C5FxthqKlieGMzeDxk4xvL+zc2UIc9SSTbVLG0cPCCbtF4ibW9j5gooor+ij/JAK/Qr9jv/kTfFf8A2M0f/pqs6/PWv0K/Y7/5E3xX/wBjNH/6arOvzrxR/wCSTxX/AF/w3/p6B/Wn0Kf+T7ZJ/wBivOf/AFDmfX1FFFfy4f7aBRRRQB+U/wC0h/yWjxp/veH/AP1FtDrw+vcP2kP+S0eNP97w/wD+otodeH1/ZfC//JN5D/2KMv8A/UWkf88fjP8A8nc8S/8AsuOJv/Vvij/TN/4NSf8AlFLZf9nF/GP/ANEeEK/pTr+az/g1J/5RS2X/AGcX8Y//AER4Qr+lOvqqfwR9D8eqfHL1CiiirIP8Z/8A4KFf8n9/txf9ngftL/8Aq6PGtfH9fYH/AAUK/wCT+/24sf8AR4H7S/8A6ujxrXx/Xnnrx2XovyCv7DP+DOn/AJOt/a7/AOze/DH/AKsjTK/jzr+wz/gzp/5Os/a69f8AhnrwxxwT/wAlI0z/ABGeeO5q6fxx9TOv/Cn6L80f6ClFHOR0x39fbFFdp5gV/nnf8Hh3/J6X7Lf/AGa9L/6tfx3X+hjX+ed/weHf8np/sue37L8oPr/yVbx0c/qf8eayrfA/Vfmb4b+KvSX5H8iFFFFch6J9uf8ABM7/AJSQf8E/P+z3P2Uv/V7+Aq/2Q16D6D+Vf43n/BM7/lJB/wAE/P8As9z9lL/1e/gL8f0r/ZDXoPoP5V00Npeq/I4sXvD0l+aFr/JM/wCC7v8Ayl0/bm/7K3af+oP4Sr/Wzr/JM/4Lu/8AKXT9ub/srdp/6g/hKivtH1f5E4X+JL/A/wD0qJ+SVFFFcz8vL89fwO8+6vg1+wh8Tfj1+xb+03+198NFn1+1/ZO8a/Dqx+Kfg21tGn1CL4a+P9H8U3F18Q9OaHdNJa+CNV8OWq+KLUQyiDw7rNz4lkls9O8M6rJN8K/4/p2/rzx2r+7v/gzv0fSfEXwZ/wCCg3h/XtMsNZ0LXPFfwT0fWtG1S0g1DS9X0nUvCvxTstR0zUrC7Sa1vbC/s55rW8tLiKSC5t5pYZo3jdlP8+f/AAXN/wCCWmrf8Ez/ANrO/sfB2m6hP+zF8bJtX8a/ALXpfPuYtEtUuopfE/wn1O+mMksmtfDu81C0trGW4nuLnV/B2oeGNYubqbVLrV4LK3BqEZ9He/lq0vyMozXtZ0n0s4+nLFtevXzPxQr61/Yb/bH+Kv7BX7Tnww/ac+EN2x8QeAtXH9ueHLi5lttG8feCNS2Wvi7wD4i8pZN+k+JtJaW2E5gmn0fVI9N8Q6aser6Pp88PyVRUJtO60aNGk001dPRpn+ih/wAHA37Tfwq/bG/4IQ+B/wBpH4La0Na+H3xR+MHwR13TDKYV1PRb9ZPFdlr/AIU8QW0Es0dj4l8J67a6j4e1+ySaaK31TTrkW89zbGC4l/zr6+svCX7YvxV8M/sffFz9iSe8OtfBX4n/ABJ8BfGDT9Kvbmbf4G+I/glrixvNb8PJh4VtvGPh66j0rxPYMsf2m50PwzqMFxbtp17b6p8m1U5c7v5JP1RnSp+zUo7pybXo1Hf5phXrXwC/5Lt8Ff8AsrXw4/8AUx0avJa9a+AX/Jdvgr/2Vr4cf+pjo1San+2KvQfQfypaReg+g/lS16B45/nYf8Hg3/J/X7Of/ZoGgf8Aq5/jLX8l1f1o/wDB4N/yf1+zn/2aBoH/AKuf4y1/JdXFU+OXqenQ/hQ9H+bCvuL/AIJi/wDKSf8A4J6/9nxfsm/+r68A18O19xf8Exf+Uk//AAT1/wCz4v2Tf/V9eAamO69V+ZpLZ+j/ACP9j1eg+g/lS0i9B9B/KlrvPIAjPBr/ACZP+C737Hf/AAxd/wAFMPj/AOCdH0v+zPhz8UtWT4/fCmOOHyLJPB/xUur/AFbUtK06EKEi03wn49t/GngzTolZ9un+HbV2YGTav+s3X8iv/B3B+x0fiX+yp8Jf2xvDOlmbxL+zb4yPgnx/dW8P72T4TfFm8sdOsdQ1CdQzSw+GPiVZ+GbDTIGCxwDx9rdwXBJR8q0bwv8Ay6/5m+Hny1EntNKLXZ9P8vmf55NFFFch6J/cB/wZ3/tReRqf7V37GOtajhL+10D9pH4eac8u1BcWTaZ8N/iq0aOcST3FvcfCeWKKHEgh0/UJpFkRC0P90Ff5Ef8AwRh/aj/4ZC/4KX/sp/Fm/wBR/s3whqPxFs/hb8RJZJfLsV8CfFyKX4e61qGpjIMlj4Yl1+x8ZbASwuvDlrKqyNGI2/1mvi38S/DPwX+FfxK+MPjW6Fj4N+FXgHxh8R/Fd5uRWtvDvgnw/qHiTWZkMjLHvTTtNuGQOwDOFXPNdVGS5Wr/AA/k9fwd0efiItVL/wAyX32Sdrn+a7/wdG/tQf8AC+f+CnPiD4Y6RqP2vwh+yx8PvCvwis44JfMsJPGmqwN8QfiDfxruO3UINR8U6b4N1ThAJvBUUWw+V5sv84del/Gj4qeJ/jp8YPip8a/Gs/2jxf8AFz4i+NPiV4omDvIja9448Raj4l1VYmfDeRHe6lNHbphQkCRoqqqhR5pXNJ3k33Z2048sIx7JX9bahX9u3/Bn7+x99s1z9pH9ujxNpWbfRra0/Zz+FF5cw7kbVNRXSPHHxY1O181QIrix01Ph1o1nf2wdnt9c8S6c0sQ+0RS/xGwQzXMsVvbwyT3E8iQwwQo8s000jiOOKKNFLySSOypHGil3dlVASQD/ALCX/BKv9kWH9hz9gP8AZr/Z2ubCKx8X+HPAVn4j+KGxF82b4rePJJvGXxCjnuFG+8TSPEetXnh3TbmY+Z/Ymi6XbqsUUEUEelGN5X6R/N3sY4mdocvWf5Jp/jp+J+hVFFFdZwH8fH/B4r/yaZ+yR/2cT4h/9VrrVf581f6DP/B4r/yaZ+yR/wBnE+If/Va61X+fNXHV/iS+X/pKPRw38JesvzCiiiszcKK/V3Qv+CG//BWHxNoejeJNC/Yn+KOpaJ4g0rTtb0bUIdR8CCG/0rVrSC/069hEvi+OUR3VpcQzxiSNHCSLvRWyo1P+HDn/AAV2/wCjG/it/wCDLwD/APNj7j86rll/K/u9P8195PPD+aP3r+uv9WZ+R1Ffrl/w4c/4K7f9GNfFb/wZeAf/AJsfcfnSf8OHP+Cu3/RjfxW/8GXgH/5sfcfnS5ZPZPvs+trffdBzw/mj9/8AXf8APsz8jq/vY/4M2f8AkkP7dH/ZSPgp/wCox4+r+Zn/AIcOf8Fdv+jGvit/4MvAP/zY+4/Ov7EP+DXz9iH9qz9ir4aftc6N+1L8F/E/wb1Px745+FWp+D7PxNc6FcS67YaHoHjG11a5tP7D1fVkRLG41GyilFw8LFrhPLV1DFdKSftI6O1m720tbT77qxjXnF0pJSTb5dE/70Wf1PV558Xf+SUfE3/sn3jP/wBRzUq9Drzz4u/8ko+Jv/ZPvGf/AKjmpV1nBHdeq/M/xIqKKK889cKKKkWKV0eRI5Hjj/1jqjMiZ/vsAVX/AIERR/Wzd/JW6/15B/X+RHRSZ4z/APX/AJH9Ac/jS0Bva3UKKK+4f2F/gl+xt8c/ibH4U/bD/a91r9kbwrJcWaab4ltPgvqvxO0nX3ncxvp174h0jxHanwFL5mxRruteF9a0G0jcXF/PBCkzQiV2l3dhSaSbd7LXTfft19Op8X6Po2seIdX0zQPD+lajruu63f2elaLouj2NzqeravqmoXEdpp+maZp1jHPeX+oX11NFbWdnaQTXNzcSJDDG8rqp/wBHn/g3b/4Im6z+wv4Yuv2tv2ofD8Fn+1T8TfDjaP4P8CXqW13c/AX4d6qIri+tdQmjaeCH4meNI0t08SC2d5vCugRJ4VW5ivtV8W2TfoJ/wTL/AOCRX/BNX9jTwz4R+Mf7LmhaD8cPGGuaKL3QP2p/FXifQ/ip4i1vTdRgaCbUPAWu6JHF4E8K6ddxNdWhuvh7o2kXt5YTTadrGq6sgkLfslXVTpcrUm03bS3Ta3r1OGtXc7wimo9Xs35Nf12YUUUnXI5HTnp+R/nWxzf19x+RH/BYD/gkr8Lv+CqXwJtfDN9fWHgH9oD4bJqmqfA34uy2b3EWj39/FE2peCvGcNoj3upfD3xXLaWY1RLRZtT8Pala2PiPRobuS01DRNd/y+f2t/2Mv2kf2G/ivqfwa/aY+GGvfDrxbZyXUmkXl5A914U8baPb3Bgj8TeAvFNuh0fxZ4duTs23+l3MslnO7adq1vpurW93p9v/ALPpzjjHtnp+leM/Hj9nT4FftP8AgHUPhd+0L8J/A3xg8Baluebw5460Cy1u2tboxtEmqaNc3Ef2/wAP63bI7Gx13QrvTtZsHPm2V9bygOMp0lPVaP8Ar+v6d96Vd09GuaF9uu+tvX/gn+KNRX9/P7YP/BoV8EvGVxrXin9ib4+eIfg1qlzJPeWPwr+Mlpc/EP4eRyylvJ0rR/HWmG18f+GdJgG3bca/YfFHVGw4kuJN6tF/Nj+0V/wb2f8ABWH9nJtQvNQ/Zh1n4w+GbEy+X4q/Z71fTfi3Bfxwk75rPwfokkXxRjiKASo2o+AbBmRsBfMSVI+d05x3i/Var+tTsjXpy+0k+z0/M/FSiul8W+C/GPgDXbzwv488J+JfBPibTn8u/wDDvi7QdV8N67Yvll23ukaxaWeoWrBlZSs9uh3KRjIIHNf5/wA/r9fQVNne23r09TW67r/h9vvD/Perdhf32l31lqemXl1p2paddW99p+o2FxNZ31he2kyXFpeWd3bvHPa3VrPHHPb3EEkc0MyJJG6uqsKlFLz/AOHA/sI/4I3f8HMPxN+EviTwj+zl/wAFEfFmqfE74M6rd2eg+Gf2j9cln1L4k/Cl59ttZ/8ACyb5Ypr/AOI/gVJ/LN/4h1A3Hjzw7DLd39zqPivT4bTSNO/0CdL1TTdc0zTta0XUbHV9H1extNU0nVtMu4L/AE3VNM1C3ju7DUdPvrWSa1vbG9tZorm0u7aWW3uYJI5oZGjdWP8Ah3V/on/8Gov7fuv/AB6/Zr+IP7GfxL1251jxn+ysdE1X4YX+p3bXOo6j8C/Fs95Z2nhxDM0l1Pb/AAv8UWcmk280sqwaf4a8W+DPD1hDFZ6Ki10UqjbUZO972bfkrL8H95x4ikkvaR01Sa6a6K3+Wh/WjX8m3/B4J/yj7/Z5/wCzx/C//qk/jhX9ZNfybf8AB4J/yj7/AGef+zx/C/8A6pP44VrU+CXoc9L+LD/Ej/OooooriPUCv9n79h7/AJMr/ZA/7Nd+AH/qp/CVf4wNf7P37D3/ACZX+yB/2a78AP8A1U/hKt6G8vRfmcmL2h6y/JH1FX8qn/B33/yjU+CP/Z8fw0/9UL+0vX9Vdfyqf8Hff/KNT4I/9nx/DT/1Qv7S9bVPgl6HLT/iU/8AHH/0pH+cVRRRXEeqFf7N37BH/Ji37F3/AGab+zn/AOqf8HV/jI1/s3fsEf8AJi37F3/Zpv7Of/qn/B1b0N5ei/M5MXtD1l+SPrKiijnJ6Y7evvmuk4j+CD/g8l0VIPjN+w34i8sLJqnwy+M2itMEG+SPQPFXgW+SIuPmZYm8SSsqE7UM7lcGRq/i+r+0f/g8m1qCf4v/ALC3h4SA3Ol/Df426zNF/wA87fXvE3w/sraQnriWTw5doCQB+5OMnOP4uK46v8SXy/JXPTofwoejt97CvWPgLq8/h/45/BjXraVoLnRPix8OtXt5kyHhm03xho97FKmOd0bwq647gYFeT17B+z1pUmu/H34HaJDE082sfGD4aaVFAikvPJqPjTRLOOJVGSWkaYIAOSTgEkis9jR7O+1nc/2v16D6D+VL/n39/r+VIvQfQfyr4j/4KP8A7WOnfsQfsQftH/tNXU9rHq/w5+HWp/8ACCW12I2h1P4neJpIPCXwz0uSGTcbi2u/HOt6CNRSOOV4tKW/u2jaG3kI720k29keSldpd2l95/nNf8HGv7Yn/DWn/BTj4taZoeqnUfhz+zTBB+zn4JEE++yl1HwRfX9x8TNVjjjJtpJ7v4m6n4p0uPUIWlOo6HoOgMZWjgt44fwhq7qepahrWpahrGr3tzqeq6tfXep6nqN9NJc3t/qF/PJdXt7d3ErNLcXV3cyyz3E0jNJLLI7uxZiTSrhbcm2927nqwiowjFdEl/m/m9Qr/R6/4NLf2YB8Kf2CfH/7RmracbbxF+1N8WL+bSLxofLe6+GPwcOoeCPDalmHmNt8fXXxVl3KRDJbzWjoCQzt/nOeH9B1jxTr2ieGPD2n3Ora/wCI9X03QdD0uzTfd6lrGsXkOn6Zp9tHn57i8vbiG2gTI3yyKMjNf7PX7H37P2j/ALKf7LP7P37OOhi3e0+DPwl8EeArq8tV2xaxrmiaFZweJvEBBWPM/iPxH/auu3TeXGHutRmcRoGCjWgryb7L87/pc58VK0Yx/mbv/wBu2/Vo/N//AIOE/wBmD/hqL/glX+0Zp2nad/aPi/4Jafp/7R/gsLF501vefCT7XqPjF7eJQZZbm7+FV/8AEHS7aOAiV7m/hVVl5hk/yju30/zwP6da/wBwzXNE0nxLouseHdesLbVdD1/S9Q0TWdLvIxLaalpOq2ktjqNhdRnAktryznmt54ycPFIynrX+MV+2X+zzq37J37V37Q37N2sLcmf4N/Fvxr4H0+7ul2zat4b0vWrr/hEfEGCFJi8R+FpNG163YorNb6jEzIhJUOurNS76P16CwstJQ/7eX4J/p/TPmivo79kD9o3xN+yL+1D8CP2lvCHnyaz8GPiZ4X8bPp8EvkNruh6fqEcfirwvNLldln4s8Lz6z4aviHQmy1W4USRkh1+caKw2OppNNPZn+3r4D8b+GfiZ4G8GfEfwVqkGueDfiB4U8PeNvCetWp3W2r+GfFWkWeu6Fqduephv9Lv7W6i77JV711dfzZ/8Guf7Yn/DRv8AwTnsvgx4h1T7b8Qf2QvFc/wsvI55vNv5/hj4gW68UfCfVJhnEVlaWUniPwBpUQVNtl8PUyHYmR/6TK74vmin3R5U48spRfR2Cv8AOa/4PAP+Ui3wE/7Mq8Df+rz/AGg6/wBGWv8AOa/4PAP+Ui3wE/7Mq8Df+rz/AGg6zrfA/VGuG/ir0l+R/KJRRRXIeifoP/wSZ/5Se/8ABPz/ALPB/Z8/9Wd4br/YYXoPoP5V/jz/APBJn/lJ7/wT8/7PB/Z8/wDVneG6/wBhheg+g/lXTQ2l6r8jhxXxx/w/qxaKKDx/9atzlP8AJn/4L+6Kmgf8Fg/237GOJYVn+IHg/WiioEDP4k+Enw98RSSkAAFp5NUadnxl3kMhJLZr8d6/Y3/g4D1q317/AILC/tu31vIJo4PHfgjRWcYGLjw58Hvhz4fuo+/MN1pcsJ75j5wa/HKuCXxP1/4f8T1af8On/gj/AOkoK/oS/wCDXzV5tN/4K+fBqzikZE8QfDX456RcqvSaGH4aa3ryxvgfdFxodvKM4+eJOcgZ/ntr+hr/AINd9Kk1H/grx8JbxImkXQfhb8cdVmdRkQxzfD7UtDErn+FTNrMUIJ/jlRerCnD44/4o/mia/wDCn6L80f6g1FFFdx5gUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf4kvxh/5K58Uv8Aso3jf/1JtTrzmvRvjD/yVz4pf9lG8b/+pNqdec15568dl6L8j6r/AGQP+Sl65/2I2p/+n/wzX6O1+cX7IH/JS9c/7EbU/wD0/wDhmv0dr+X/ABU/5Kqt/wBguG/9IZ/tR9B//kx+C/7Hub/+nKYUUUV+bn9ghRRRQB+Xv7UX/JX9Y/7Behf+m2Gvnmvob9qL/kr+sf8AYL0L/wBNsNfPNf2Nwl/yTWSf9i3Cf+mYH/Pl48/8nk8Sf+yvzv8A9TqwUUUV9EfkgUUUUAbHh7/kP6H/ANhjTP8A0tgr9sK/E/w9/wAh/Q/+wxpn/pbBX7YV+C+Mv8fJP+veM/8ASqB/qJ+zy/5FniR/2GZD/wCmswCiiivxE/0kCiiigD5Q/bA/5J1oH/Y62P8A6YvENfnNX6M/tgf8k60D/sdbH/0xeIa/Oav6g8K/+SUpf9hmJ/OB/ir9N3/k+WY/9iXJ/wD1HP1f/wCCGX/KWz9hb/ss8H/qMeI6/qb/AODx3/k3X9jA/wDVaviN+vgbTf8ACv5Zf+CGX/KWz9hb/ss0P6eF/EZr+pv/AIPHf+TdP2MT/wBVr+Iv/qC6d/hX6dH+DP8AxL84n8bz/wB4p/10P4BKKKKwls/R/kdtP+JT/wAcf/Skfrp8EP8Akk3gP/sAwf8Ao2avVK8r+CH/ACSbwH/2AYP/AEbNXqlfxdn3/I7zb/sYYv8A9PTP+inwt/5NtwF/2SPD/wD6q8MFFFFeSfeBR/n/AD/n/wCuVwnwy8Ujxl4E8OeIGfzLm6sBb6gcjP8AaenSyafqBIzlPMu7WWZA2D5UkbcqwY9EMNVnh6uKUb0aNWjRqSs3yyrxqyhfytRn+B5VbOMFQzjA5HUqqOPzHA4/MMNTuk6mHy2tgaOJaW7cZ4/D6Lo2+h3dFFFc56t9F99vNpX/ACCvmn9qfwr/AG98Nm1mCLfeeE9Rt9TDKuZDp14w0/UYlAHEYae0vZjxhLIk8Ag/S1Zet6Ta6/o2raFerus9X0690y5XAJ8i/tpLaQrn+JUkLIf4XAIIIzXr5DmMspzjL8wi2lh8VSnO28qTklVj/wBvU3KPzPgvFHhGjx14f8WcKVoxk83yXGUMO525aeMjSlVwVZ30vRxUKVVecUfiXRWjq+mXWiarqejXy+Xe6TqF5pt2nOFubK4ktpgM4OPMjbaccjBrOr+zaVSFalTqwkpQqQjOMlqnGSTTT6pp6H/O9jcJWwGLxWCxFOdKvhMRWw1anUVpwq0Kkqc4TT1Uoyi1JPVO6Cv0K/Y7/wCRN8V/9jNH/wCmqzr89a/Qr9jv/kTfFf8A2M0f/pqs6/PvFH/kk8V/1/w3/p6B/VX0Kf8Ak+2Sf9ivOf8A1DmfX1FFFfy4f7aBRRRQB+U/7SH/ACWjxp/veH//AFFtDrw+vcP2kP8AktHjT/e8P/8AqLaHXh9f2Xwv/wAk3kP/AGKMv/8AUWkf88fjP/ydzxL/AOy44m/9W+KP9M3/AINSf+UUtl/2cX8Y/wD0R4Qr+lOv5rP+DUn/AJRS2X/Zxfxj/wDRHhCv6U6+qp/BH0Px6p8cvUKKKKsg/wAeD/gq74Nu/AP/AAUz/b48OXkZhI/a1+PGv2kZQoV0jxj8Rdf8YaH8p6g6NrtgwYcOCHUbWAH5/V/SN/wdPfs+3Hwh/wCCo+vfE22szF4f/aX+E/w5+J9pcwxGOyXxD4Z0tvhL4n01CAEN/GPAGj+INRVM7j4mt7mRjJdOR/NzXDNWlJeZ6tN3pwf91felZ/iFf1jf8Gg/xB0nw/8At7/HfwBqN2lre/ET9mDWLrQY5MD+0dU8F/EfwFfz6fAc7jcjRNU1jUxGBta10y7dmDRIrfyc19OfsZ/tWfEb9iL9pv4Q/tRfCtoZfF3wm8Uxa0mj3s1xb6X4q8P3trc6P4t8HaxLa/6RHpPi3wxqOreH76WEG4tYtQa8tQLq2gZSL5ZJ9mvu6hUjzwlFbtafmf7QlFfAn7Av/BSv9lL/AIKNfC/S/H/7P3xD0m58TLpVveeOvg7rmo6fY/Ff4aagfLhvbHxT4T+0tfNpkN65ttO8W6ZHe+FddAEmlatPItxb2/33Xammrp3R5bTi7NNNdHoFf5xX/B3Z8QNK8S/8FFPhH4I026jubn4b/sreD7XxBGmN+n674q+IvxN8Qpp8xB3eYfDk3hvUwCMCHU4ivJav7cf2/wD/AIKZfspf8E4vhhqvjz4+fELR08WvpVxd+A/gtoWp6fe/Fj4lakFljsbLw54WE5vbXR5b2MW+p+MdWhs/C2hqSdQ1Jbl7Szu/8nb9sH9qP4i/tp/tLfGH9p/4qyQL4y+Lvi668RXOm2c1xPpnhrR4be30nwt4P0aS6ZrltF8IeGNP0jw1pT3BNzLY6XBNcs9zJNI+NaStyrV318rf1/Vjpw0HzObVklZN9W7bd9L3+R82UUUVzHcfol/wSN8K3fjH/gqF+wBo9nF50tp+1r8DfFMiYyPsfgjx9onjXUJCADkRWHh+5lbPACEtgAkf7B3Sv8yn/g1g/Z1vfjF/wVB0P4q3FgZvDH7MXwt8ffEq/u5omksT4m8WaRL8KfCOlu2Cq6jL/wAJtrniTTQ4AH/CJXVwjLLbxg/6a1dVBNRb6N6fLQ4MS71LfypfK+v/AAfmFf5Jn/Bd3/lLp+3N/wBlbtP/AFB/CVf62df5Jn/Bd3/lLp+3N/2Vu0/9QfwlSr7R9X+QYX+JL/A//Son5JUUUVzHef3mf8Ga3/JMP28v+x8+A3/qPfE+v6W/+Cln7A3w3/4KQfsmfED9nDx6LTS9av4f+El+FHj2W0+03fw1+Kui2t2PCviy3VQZ5NPZrq60LxTYW7Rzav4S1nXNMgmtbq5try2/mk/4M1v+SYft5f8AY+fAb/1HvifX9qlddNJ00ns+b82edXbVaTTs04tPz5Yn+Jn8cPgr8Sf2c/i98RPgX8X/AA3d+EfiX8LfFWqeD/GGgXgJNpqulzmMz2dwAItQ0jU7Y2+q6Hq9oZLDWdFvbDVtPmnsry3mfyuv9Dn/AIOgP+CTv/C//hRL/wAFAPgX4a8/4z/A7w2LX46aDo9pm9+I3wU0dJJl8YeRboWvfFHwkhae6vJ3UXOofDp9TjuLuUeDPD+my/541c048kmvuZ20pqpDm6rSS89Pz3XkH+e1FFFSaBXrXwC/5Lt8Ff8AsrXw4/8AUx0avJa9a+AX/Jdvgr/2Vr4cf+pjo1AH+2KvQfQfypaReg+g/lS16B45/nYf8Hg3/J/X7Of/AGaBoH/q5/jLX8l1f1o/8Hg3/J/X7Of/AGaBoH/q5/jLX8l1cVT45ep6dD+FD0f5sK+4v+CYv/KSf/gnr/2fF+yb/wCr68A18O19xf8ABMX/AJST/wDBPX/s+L9k3/1fXgGpjuvVfmaS2fo/yP8AY9XoPoP5UtIvQfQfypa7zyArwv8Aad+AnhL9qT9nj40/s6+OkU+F/jN8NvFvw+1K5MK3Eukv4i0e6sdP8QWUbFR/afhzU5LLXtKk3KYdS060mVlaMEe6UUbgnZ3W61R/iOfFT4a+Lvgz8TfiJ8IvH2nNpHjj4XeN/FXw98YaW24mw8TeDdcvvD+t2itIkbPHDqOn3KRSFFEsYSRQFYVwVf09f8HVX7HZ+Af7f2k/tEeHNL+yeBP2vvBcXiy5mggMNlB8W/h3DpfhL4iWUSIpiWTUNFl8BeMLuZmWW+1nxRrU7R7o5JZP5ha4JLlk12Z6sJc8Iy7pX9ev4iqzIVZGKsjBkZSVKspBVlIwVYEAgjBBAI6V/f7/AMFOf+CoI+JX/BuB8CfiJZeIFl+KX7aug/Dn4BeK54LkHUh4i8CXF6v7RmomEt5iabqepfC/XvDV2s4kddP8e6acubuG5P8AADXrniH45fEjxT8Ffhn+z/reuy3vwy+EPjT4nePPAmiOH/4lGufFyy8BWfjBQ4kKS2czfDvR7yxt2hDWV9qGvTxyH+1ZkWoy5VLzjZet1+Fr3FOmpyhLT3JX23Xb77fieR0UUVBoftD/AMEBP2Pv+Gxv+CnPwH8P6xpZ1L4d/BW+l/aK+JiSQ+fZtoXwtvNOvvDGmX0Tr5FxZeIviVfeB/D2o2czKtxpGpak2yZYnhf/AFf6/kk/4NI/2Pf+FX/si/FT9r3xJpnkeJ/2m/G58L+CLqeH96nwl+EN3qWjG8sZpAHt08RfEi98ZWupQxDyryHwdoF00knlxLB/W3XXRjaCfWWv/APOxE+ao10jovu1/H8gooorUwP4+P8Ag8V/5NM/ZI/7OJ8Q/wDqtdar/Pmr/QZ/4PFf+TTP2SP+zifEP/qtdar/AD5q46v8SXy/9JR6OG/hL1l+YUUUVmbn+1z+zhj/AIZ4+AwHb4MfC7j0/wCKH0KvZ68Y/Zw/5N5+A3T/AJIx8Ls/+EPoX8v84r2eu9NWWvRfp/mvvPHCiiii67r+v+HX3gFFFFF13X9f8OvvAK88+Lv/ACSj4m/9k+8Z/wDqOalXof8An/PPf61558Xf+SUfE3/sn3jP/wBRzUqY47r1X5n+JFRRRXnnrhX98f8AwZvqr/A39uCN1V0f4qfCRXR1DKyt4Q8WgqykEMpBIIIIIODmv4HK/vl/4M3P+SIftvf9lV+Ef/qI+LK0pfxI/P8AJmOI/hT/AO3f/Son69f8FVP+CHn7K3/BQX4R+M9Q8IfDfwJ8H/2rbDSr/Vfhv8Z/B/h/T/C1xrniW1geay8M/FePQrW1g8ZeFdflji0u61TWLXUfEXhVZk1Xw/eKsF9pOrf5ZXjrwP4t+GXjXxd8OfH2gaj4U8ceA/EuueD/ABh4Z1eH7PqmgeJfDepXOka3o+oQbm8u707UbS4tJ1VmXzImKMyFWP8At7V/AZ/wdi/8E5R8P/ib4N/4KI/DDQFh8JfFy4034bftBW+m2u230n4oaXpjx+BvHl3HAu2GHx34X0yXw5q92yQWkOv+EtKmuZrjV/GJMmtaC5eZLVb27f8AA9Dnw1VpqEtntd3s+36I/jSooormTX3rQ7lutrdb69vw3ufu7/wRA/4LI+O/+CZvxrsfBvxA1XW/E/7HHxQ1u2tvir4G8y51E/D3U75reyT4xeAtOHmvba7osUcH/CWaNp8ap428NW72M9vPr2meF7/S/wDUl8K+KfDfjnwx4d8aeDtd0vxP4R8XaHpXiXwv4k0O9g1LRdf8P65Ywano+s6TqFq8ltfabqen3NveWV3BI8NxbTRyxsyOCf8AD9/z/n61/f1/wac/8FF7j4jfC/xx/wAE9Pih4ie88WfBu0u/iP8AACfU7nfdaj8J9T1KKLxr4GtZZmDTf8IB4q1O113R7UvcXTaD4xv7S0jg0bwhHHBtSqNSUHs07euhyYmkre0S1Xxb6rZP5ddj+yavmr9pL9sX9l79j/SPDevftOfG/wAB/BXSfGF3qWn+Frvxxqp05fEF9o8Fpc6pa6TFHDPPez2NvfWktzFBE7IlxExGGr6Vr+Wz/g7U+B9/8Q/+Ccvgj4t6TZyT3P7P37QPhDXdeuVQulj4I+Iej678PNQmcqCUMvjbV/h5Ark7MO6MpZo2Xok2otrVrWxyQSlOMW2lJpXW+ui/E+/fEP8AwcG/8EdfDPmf2j+234NuvLzuHh74efGzxZnHXZ/wi3wz1kSe3llge2a8M8Q/8HPf/BH3Rd/9m/HT4geLdmdv/CP/AAI+Ldt5uOmz/hKvC3hnG7nHmeX23Y7f5dFFc3tp+X3en/BfzO1YWHVyf3Lt5evz9D/UB+Ef/Bzl/wAE2fjb8cPhJ8BPAdj+0Tc+KvjN8SvBfwr8La5qvw08M6L4RsfEnjzxFp/hfQbjxBqGo/EWDVbHSDqup2iXl3a6JqFxbwu0os5dhWv6H6/w/wDwl4o13wN4q8M+NfC+oTaV4m8H+ING8UeHdUgOJ9N13w/qNtq2kahCT0ms9QtLe4jJ/jjU1/sZ/sAfto/DX9vv9lP4UftK/DXUtNlXxj4fsbfx34Zs7tJ734efE3TrO2i8c+AtZtzLJd2d3oOsPMdOa9WOTWPDtzoniO0E2l6zYXU+tKo5XUrX3VtNPvMK9FU7ON7S3vrZ6Jff+h738Vfgd8FvjroD+FfjZ8I/hn8XvDUkcsZ0H4meBvDPjnSVWddsvlWHibTNTtoXcYJkijSQMFZWDKpH85v7dX/BrJ+w1+0DoWu+JP2UxqP7JPxgNtc3Wj2ej3+seKvgjr2rHMyW3iTwTrl3qmr+GLW6ZUsor34e6zo2n6HFJJfnwf4gli+wzf1CUnsBjHt6+n49fx+taOMZbpO63t6f5IxjOcNYt+l9Hrs1tY/xRv2h/gB8VP2WPjX8SP2fPjZ4am8JfE/4WeJLnwz4q0aSRbiAXEUcN3Yanpd7HiHVNB17Srqw13w9q9v/AKNq+h6lp+o237m6jNeM1/Qx/wAHQHxF+HHxB/4KyfEe3+Htzpt/efD74XfC74dfEjUdLeCaC6+JGiadqep6pbT3duWjudS0DQdb8N+FtWRnefTdS0K60W6WK50yaCH+eeuKS5W1vbqepCTlCMno3FP70Ff0c/8ABq/491Lwh/wVm8HeHbGdorT4p/BH40eBdZiG7bdWGnaJYfEyGJgCB8mq/DzTZ1LggeUQMMwNfzjV/TX/AMGn3wp1Pxz/AMFP73x/DAw0f4K/s+/EzxVqF48ZaFdR8VXfhv4caXpqyg7Y728t/Fur30Kn/WWmkX+OVqqfxxt3X/B/Aiv/AAp+i/NH+lrX8m3/AAeCf8o+/wBnn/s8fwv/AOqT+OFf1k1/Jt/weCf8o+/2ef8As8fwv/6pP44V1VPgl6HBS/iw/wASP86iiiiuI9QK/wBn79h7/kyv9kD/ALNd+AH/AKqfwlX+MDX+z9+w9/yZX+yB/wBmu/AD/wBVP4SrehvL0X5nJi9oesvyR9RV/Kp/wd9/8o1Pgj/2fH8NP/VC/tL1/VXX8qn/AAd9/wDKNT4I/wDZ8fw0/wDVC/tL1tU+CXoctP8AiU/8cf8A0pH+cVRRRXEeqFf7N37BH/Ji37F3/Zpv7Of/AKp/wdX+MjX+zb+wQf8AjBb9i72/ZN/ZzB9v+LP+Dv8AP/1+K3oby9F+ZyYvaHrL8kfWdFcb4n+I3w+8E2cmoeM/HXg3whYRBmlvvE/ibRdAs4lQbnMlzq17aQoEX5mLuoVfmPAr8Gv+ClP/AAcUfsTfsdfDjxTo3wE+J/gT9qT9pS90680/wT4N+GGu2vjL4eeGtcmhMVv4g+JXxB8O3Fz4YttH0KdjcXnhTQtav/GGr3kEeitZ6Fa3V34i0jdyik22tDkUJSaSTd/I/lU/4Osfj5pXxb/4Kdp8OdB1CO9sP2cPgd4B+GWsJA6y20XjXxDe+IPilr2yZWZXuIdH8c+FdIv4lbNrfaPPZyql1BcIP5oa7X4k/ETxp8XviD43+KnxH8QX3ivx/wDEfxXr/jbxp4l1Jka+13xP4n1S51jW9UuREkcKSXmoXc83kwRRW8CuIbeKKBEjXiq4pPmbfdnqQjywjHtFJ+vX8Qr9C/8Agkx8MLz4wf8ABTP9hXwNaW32tJv2nfhL4p1W22lxN4b+Hniuw+InitWABwP+EZ8K6sWblY1BkcFVIr89K/rD/wCDSj9ke/8Aih+2r8Qv2sta0iZvBn7MXw71LRPDGrSRGOB/i58XrO78LWdvaSSYS6Om/DP/AIWE2qxW4eSwk1vw/LcGBb+1Fw4K8orzV/TqKrLlpyd7aaer6fM/0XelfxBf8HgP7Yn2bS/2cP2FfDGq4l1Ka6/aN+LVpbTbWFhZNq/gj4S6VdGEnzIbu9b4i63fadclQk2leFtSELk2s0f9u11dW1ja3F7e3EFpZ2kEtzd3VzLHBbWttAjSz3FxPKyRQwQRK0kssjKkcas7sFUkf48f/BUX9rq5/bl/bz/aR/aPS9nu/C3i7x/faN8M0lMirafCnwTFF4O+HMaWr4SymvvCui6brOq28Kqja5qmqXL+ZPcTTSdFaVopfzfkrX/Q4sPHmqJtO0Ve/S/Q+AqKKK5T0Dv/AIU/E3xd8Ffid8PvjB8P7uw0/wAd/C7xn4a+IHgvUdT0bSfENhpvivwhq9pr3h7UrjQ9es9Q0XVU0/VrG0vBZapYXljO8CJc200RZD+1v/ETL/wWS/6Ob8N/+GA+AH/zta/BOimm1s2v+A7kyhGVuaKdtro/ez/iJl/4LJf9HN+G/wDwwH7P/wD87WvyX/aj/ai+M37ZXxr8VftDftA+IdL8W/FrxtbaBbeKPEuleFPC/g2PWF8MaBpvhfRZrnRvB+kaJoou7XQdI0zTWu47BLi5hsYDcyTSKXPz3RQ23ZNtpdH30SfysKMIRd4xSdmm1p20+f6BRRRSLP6Jf+DZD9sT/hmT/gpT4U+GfiDVPsXw8/a20C4+CGsxTzCOxg8ftOPEHwi1VosqZtTuPFdnL4B0wfMsa/EO8Zk5V4/9Puv8P7wn4p1/wN4p8NeNfCeqXOieKfB+v6N4p8Na1ZP5d5pGv+H9RttW0bVLRyCEudP1G0truByDtliQ4OMV/ss/sQftN+H/ANsr9kj9n39p3w39mjtPjD8NPD3ifVdPtH8yDQfGCQHSfHnhdZN8m9/CvjfTvEHhyVi7FpdLc7jmumhLRx7ar5nDioWkpr7Wj9Va33r8j6or/Oa/4PAP+Ui3wE/7Mq8Df+rz/aDr/Rlr/Oa/4PAP+Ui3wE/7Mq8Df+rz/aDqq3wP1RGG/ir0l+R/KJRRRXIeifoP/wAEmf8AlJ7/AME/P+zwf2fP/VneG6/2GF6D6D+Vf48//BJrj/gp7/wT99v2wf2fP/VneHM/5/nX+wszpGm+R1jRQCzOwVVHqWYgD8TXRQa5X5tfl/wThxS9+P8Aht+I+q93d2thaXN/fXNvZWVlbzXd5eXU0dva2lrbRtNcXNzcTMkUFvBCjyzTSskcUaM7sqqSPJfiH+0P8APhFYXOq/Ff44/B/wCGWmWUZmu9R+IHxL8GeDbK1iAJMlxdeIta06CFMA/NI6r71/Hr/wAF2f8Ag4p+C/in4LeOv2N/2BfGzfETW/ihpOoeD/jF+0BoUN7ZeDfDfgXVInsvEXgr4bahfQWtx4s1/wAYadJdaJrfi3T7c+GdF8N313H4d1PWdd1Nb3wttKaim7rbb8jCFOU5JJOz3dtEu/8Akfx7ft0/HG1/aX/bO/an+P2mXElxofxb+PnxT8beF5JUMcqeD9a8Y6tP4Ot5I5PnVrPwt/ZFqwcBwYfmAY4HypRRXC3r63f9feeolypJbJJfcrBX9Y3/AAaD/DG88Rft7/Hb4pvb+Zovwz/Zg1jQmuNhP2bxN8RviL4DTRRv+6nn6D4R8ZLj777flO1XB/k5/A/57Zz19fw5r/R+/wCDTj9ke/8Agr+wx4+/aR8UaTNpvif9rP4iQ6h4fa5iMU1z8IvhPFqnhjwbeNFJieEal4x1f4m6hbMyRx3+jTaJqMBmtrm3lOlJXmuy1f3afiZYiSVKS6ysl96b/BM/qiooorsPNCiiigAooooAKKKKACiiigAooooAKKKKACiiigD/ABJfjD/yVz4pf9lG8b/+pNqdec16N8Yf+SufFL/so3jf/wBSbU685rzz147L0X5H1X+yB/yUvXP+xG1P/wBP/hmv0dr84v2QP+Sl65/2I2p/+n/wzX6O1/L/AIqf8lVW/wCwXDf+kM/2o+g//wAmPwX/AGPc3/8ATlMKKKK/Nz+wQooooA/L39qL/kr+sf8AYL0L/wBNsNfPNfQ37UX/ACV/WP8AsF6F/wCm2Gvnmv7G4S/5JrJP+xbhP/TMD/ny8ef+TyeJP/ZX53/6nVgooor6I/JAooooA2PD3/If0P8A7DGmf+lsFfthX4n+Hv8AkP6H/wBhjTP/AEtgr9sK/BfGX+Pkn/XvGf8ApVA/1E/Z5f8AIs8SP+wzIf8A01mAUUUV+In+kgUUUUAfKH7YH/JOtA/7HWx/9MXiGvzmr9Gf2wP+SdaB/wBjrY/+mLxDX5zV/UHhX/ySlL/sMxP5wP8AFX6bv/J8sx/7EuT/APqOfrD/AMEMOf8Agrb+wv8A9llj/Twt4kNf1Nf8Hjv/ACbn+xj/ANlr+In/AKgun1/LN/wQv5/4K2/sL/8AZZE/Twp4lNf1M/8AB47/AMm5/sY/9lr+In/qC6f/AIV+nR/gz/xL84n8bz/3in/XQ/gEooorCWz9H+R20/4lP/HH/wBKR+unwQ/5JN4D/wCwDB/6Nmr1SvK/gh/ySbwH/wBgGD/0bNXqlfxdn3/I7zb/ALGGL/8AT0z/AKKfC3/k23AX/ZI8P/8AqrwwUUUV5J94FfGP7IvirzrTxf4Mnky9hfr4g05GOSba8IstSVB1WOC4gsZNo4Ml854JJP2dX5P/AAN8Vjwl8WtAu5ZPKsdUv5vD+onIVWt9Zf7NC0jHpFb6h9hu5CwwEtyeOSP0bg/Klm/DnGGGjHmrU8PgsVh0leXtcO8RUSjo3ecVKnpups/kTx/43lwF4vfR+zedX2WBxeZ8TZNmbcuWn9SzVZJhJTq6pOGHq1KWJ10Top9D9YKKMf5yP64/z7Amivzp6aNapu/+Xy1P66jJSjGUXeMkpJ901dP5phRgen+fT3HseKKKWvTy/r/Ie+lrp/d6H5jftR+Ff7A+JtxqkMeyy8V2Ftq6FRiMX8INhqMY45kaS3ivpuvzX+cndgfOFfpF+1l4V/tj4f2fiKGPddeFNUjlkcLuZdL1cxWF4owM/wDH6ulyseVWOKRmAGSPzdr+sfDzNf7V4XwEpS5q2DUsDV6tOhZU79W3RdN69bn+FX0sOB/9SPGjianRo+yy/iCpDiPAWVoyjmV54xR0UUoZhHFQjFbRUdFcK/Qr9jv/AJE3xX/2M0f/AKarOvz1r9Cv2O/+RN8V/wDYzR/+mqzrh8Uf+STxX/X/AA3/AKegfQ/Qp/5Ptkn/AGK85/8AUOZ9fUUUV/Lh/toFFFFAH5T/ALSH/JaPGn+94f8A/UW0OvD69w/aQ/5LR40/3vD/AP6i2h14fX9l8L/8k3kP/Yoy/wD9RaR/zx+M/wDydzxL/wCy44m/9W+KP9M3/g1J/wCUUtl/2cX8Y/8A0R4Qr+lOv5rP+DUn/lFLZf8AZxfxj/8ARHhCv6U6+qp/BH0Px6p8cvUKKKKsg/nO/wCDlP8A4Jza5+27+xXa/FT4WaFNrvx1/ZKu/EPxE8OaPYQPcav4x+GGr6fZr8WPB+lW0Mbz32tJZ6FoHjPRLOPzrq+uPCF1oOl202o+IIVP+YhX+5BX8G//AAXw/wCDebxVovifxt+2z+wN4EufEnhHxBc6h4r+OH7OXhDTpLnX/COtXMk9/rnxB+EugWUbS6x4S1SZpb/xH4B0mCTVfCuoyz6j4Wsb7wpdT6V4N560G3zJX7/Lb8P62OvD1lH93KyTd1J9G+nazet3t3P4p6Kc6PG7xurJIjFHjdSro6kqyupAZWVgVKkZBBBAIxTa5r6/n66f5nbubGgeIvEHhTV7HxB4W1zWPDWv6ZMtzpuuaBqd7o2sadcKCFnsdT06e2vbSYAkCW3njcAkbsGvrM/8FGf+ChB0r+wj+3b+2SdFxt/sg/tO/Gw6bt2bNn2E+N/s2zZ8uzy9m3jFfGlFO7WzaE4xe6T9Uma+u6/rvinVr7X/ABNrWreItd1OZrjUda13UrzV9W1C4bAae91HUJri8u5mAAMtxNI5AGWOKyKKKB6dPL+v8goAJIABJJAAAJJJOAAOpJPT1p8cUs8kcMEbyzTSJFDDEjSSSyyMEjjjRAWeSR2VURQWdiFAyRn+3r/ggX/wbz+JrfxL4K/be/b68DTaDZaBcWPin4Efs3+LdPaLW7/WoHivdE+JXxe0O8USaPp2kTCO/wDCfw81S3XVdR1SK21nxbaadpmn2+i+I6jBzaS76vpp39NP+GInONON5P0XVvsv606n7Qf8G5//AATl1f8AYM/Yfg8V/E7QZ9C/aA/ajvtI+KXxH0nUbUW2r+DvCVnYXFv8K/h7qUTBLiDUNF0PU9T8Ua3YXkcN9o3ibxtrmg3cW/SFZv6A6KK7YrlSXRaL/g/O55kpOUnJ7t3/AK9Ar/JM/wCC7v8Ayl0/bm/7K3af+oP4Sr/Wzr/JM/4Lu/8AKXT9ub/srdp/6g/hKsa+0fU3wv8AEl/gf/pUT8kqKKK5jvP7zP8AgzW/5Jh+3l/2PnwG/wDUe+J9f2qV/FX/AMGa3/JMP28v+x8+A3/qPfE+v7VK7KX8OPz/ADZ5uI/jT/7d/wDSYkM9vb3lvNa3UEVza3MMtvc21zEk0FxbzI0U0E8MqvHLDLGzJLHIrJIjFXBUkH/Lh/4OBf8AglLP/wAE6v2opfHfwt0Ga3/ZQ/aH1LWPEvwsks4XbTvhv4s8z7d4t+Dl1MoK2sGiyXH9s+AxcbDfeC7uLToZ9T1Hwn4iuo/9SSvjr9vP9iz4V/8ABQH9l34l/sx/Fq2SLSfGmm/avCvimG0iutY+HnxB0qOafwf4+0EStGw1DQNSf/S7WO4tl1vQbrWfDd9MNM1q+RypBTi+62f6CpVHTlfo9JLy/wCAf40lFe8ftO/s4fFP9kX49fE79nL406E+gfEb4VeJ7vw5rtsvmvYalAgju9G8SaFcywwvf+G/FOiXOn+IvDmo+TH9v0XU7G6aKF5WiTweuPY9NNNJp3T1XppZ/MK9a+AX/Jdvgr/2Vr4cf+pjo1eS1618Av8Aku3wV/7K18OP/Ux0agD/AGxV6D6D+VLSL0H0H8qU57Yz716B45/nYf8AB4N/yf1+zn/2aBoH/q5/jLX8l1f1o/8AB4N/yf1+zn/2aBoH/q5/jLX8l1cVT45ep6dD+FD0f5sK+4v+CYv/ACkn/wCCev8A2fF+yb/6vrwDXw7X3F/wTF/5ST/8E9f+z4v2Tf8A1fXgGpjuvVfmaS2fo/yP9j1eg+g/lS0i9B9B/KlrvPICiiigD8C/+Dkf9jv/AIat/wCCZXxN8S6DpX2/4j/su31v+0P4RaCEvezeH/CtneWPxU0oTRq8/wBif4b6lr/iR7ONJBfax4U0NGUNFHLF/lp1/uHazo+l+IdI1XQNcsLTVdF1vTb7SNX0u/gS5sdS0vU7WWy1CwvLeUNHcWl5aTzW1xDIpSWGR43BViK/xwP+CiH7KWq/sRftrftGfsxahFdjT/hh8RtWtfBl3e72uNW+G2vpB4p+GeszSvxLc6p4D1rw9d3xR5Vi1CS6tzNI8DseavHVS76P5HbhZ6Sg/wDEvTS6X5/0z4wooorA6wrvfhX8NfFvxl+J3w7+EPgLTm1bxv8AFHxx4U+Hvg/TFLf6f4m8Za5Y+HtEtWZEkaNJtS1C3SSQI3lRM0hBCmuCr+nH/g1Z/Y+/4X9/wUGv/j/4h0v7Z4E/ZC8FT+NIppofOspviv4/i1Lwh8N7CdWAjEtlpi+O/GVhMGMlrq/g/S5VjO4OjiuaSXdkTkoQlJ9F+PQ/0Pv2Z/gR4S/Zf/Z7+C/7O/gaNV8LfBn4a+Efh5pVx5KQS6p/wjWjWun3uu3saFg2p+INRhu9c1aUsz3Gpahdzu7vIzH3Giiu/Y8rcKKKKAP4+P8Ag8V/5NM/ZI/7OJ8Q/wDqtdar/Pmr/QZ/4PFf+TTP2SP+zifEP/qtdar/AD5q46v8SXy/9JR6OG/hL1l+YUUUVmbl4apqYAA1G+AAAAF3cAADgAASYAA4AHSl/tXVP+glf/8AgZcf/HKoUUXfd/1/wy+4Vl2X3Iv/ANq6p/0Er/8A8DLj/wCOUf2rqn/QSv8A/wADLj/45VCii77v+v8Ahl9wWXZfci//AGrqn/QSv/8AwMuP/jlH9q6p/wBBK/8A/Ay4/wDjlUKKevd6efp/wP6QWXZfcj/bC/Z8JPwE+CBJJJ+EHw1JJOSSfBmi5JJ6nPOTW38Xf+SUfE3/ALJ94z/9RzUqw/2e/wDkgfwP/wCyQfDT/wBQvRa3Pi7/AMko+Jv/AGT7xn/6jmpV3R2XovyPJjuvVfmf4kVFFFcB6/8Aw35f5oK/vl/4M3P+SIftvf8AZVfhH/6iPiyv4Gq/vl/4M3P+SIftvf8AZVfhH/6iPiytKP8AEXlf8mv1McR/Bn/27/6VE/s7r53/AGs/2aPh1+2J+zh8YP2Z/iraC58FfF7wZqXhe/ukhinvdB1NvLvvDXi7SUmIiGueDvEtlpHijQ3lPkrqukWZmV4fMRvoik5x2z+OP8eldjV9Gecm001o07p9mj/FQ/aV/Z9+In7Kfx7+LH7OnxY03+y/iB8IPGuseDPEESLKLO+bTpg2m69pLzJHJc6D4n0eaw8R+Hr4oov9D1XT71VVZ1rw+v7wf+Ds7/gnP/b/AIX8E/8ABSD4Y6Dv1XwdHovwn/aRi063y934Uvbz7H8LviRfLEqJ5mga3en4e67qEzT3d1Za/wCArVRDp/h+Z0/g+rhnHlk193oenSmqkFLrs12YV9N/sa/tSePv2K/2nvgx+098NZWPif4R+NNP8QPpf2h7W28UeHJll0vxj4M1KdAzR6V4y8KX+s+GdQkRGlgtdUluINlzDC6/MlFSt1bfoaNJqz1TP9sr4F/GjwB+0X8HPhl8dvhbq6a78Pfiz4J8PePPCepAIk76R4i06DUILbULdJJfsOr6c00mm6zpsjm40vVrS9065CXNrKi8n+1Z+zv4O/a0/Zv+Nf7Nnj0bPC3xm+HfiTwNfX626XVxoV5q1hIuheJ9PgldI5NV8J69HpniXSRK4jGqaVaM5KqRX8jP/BpR/wAFDP7Y8OfEP/gnL8R9czqHhYax8Yv2c2v7j5p/Dl/eJN8Vfh5p5ldEB0jW7yD4h6Nptus13dReIPiDqEhjs9HUJ/bRXdCXPFPvo/XqeXODpza7NNPy3T/rqf4oH7QXwK+I/wCzH8bPif8As/8Axc0SXw98RvhL4w1fwZ4o05xIYWvNLnK2+qabNIkRvtD13T3tNc8P6nGot9W0PUdP1O2Zre7iY+PV/paf8HAf/BD9/wDgoJ4Uh/aZ/Zo0rTLL9sD4c6Auman4ceWy0ix/aB8DaYry2Xhq+1G5a3srL4ieGY2mTwRr2o3EFnqmnyP4P8QXkVjF4b1Hw3/m3+MPBvi34e+Kde8D+PPDGv8Agvxn4W1O60XxL4U8U6Rf6B4j0DV7KQxXemaxo2qW9rqGnX1tICk9rd28M0bY3JzXJOPLJrp0PQpVVUjdaS6rs+tvL+nqc3X3n+wV/wAFKP2tP+Cb3xEvfHv7M3xAj0jT/ED6cPHvw18U2T+Ifhh8R7TS2naytvF3hk3VlN9ptFubmKw8Q+HtT0DxZpkF1eW2ma/Z217eQ3HwZRUptO6dmW0pKzSa7M/uG+HX/B5Vew6JaWvxa/YNtdR8SQ2+L/XPh18e5dH0TUbvB+a08LeJfhfrl9o1uWwDHN4x12VVJbexAVvlT9rz/g7d/ar+MPg7W/A37LvwQ8IfstLrtncabdfEbVPF1x8YPiZptrcR+XJdeELi58L+CfCPhjVJEMka32oeGPFtzYpJ5+lT2Opw22ow/wAklFX7WbVr/wBaf5fizJUKSd+W7822u+2xo6xrGreIdW1TX9f1TUdb13XNRvdX1rWtXvbnUtW1fVtSuZL3UdU1TUbySa8v9Rv7yaa6vb26mlubq5mlnnkkldmOdRQAScDkk4AA5Pt9c/4YrPr+pt0/r+tA/wA/5/r6V/pjf8Gw/wDwT61j9kX9ibUPjx8SdFfSPi7+2HeeHvH39mX1o9tqvhr4N6DZ38Xwp0m+SZTLb3niKLXNf8f3KRtHu0rxT4csr+3i1DSJkT8Of+CFP/Bu948+Mvi3wX+13+3j4E1LwR8DPD13pPi34X/Avxbp/wBj8T/GvULaWLUNI1vx54fvk+1+H/hTDLHBdroes2lvqvxEi8pHs7bwZcfa/EX+g8iJGiRxosccaqkcaKEREQBVRFUBVVVACqAAAAAABXRRg0+Zq2mnz6/ccWIqqS5Iu+vvPppayT++46v5Nv8Ag8E/5R9/s8/9nj+F/wD1Sfxwr+smv5Nv+DwT/lH3+zz/ANnj+F//AFSfxwrWp8EvQwpfxYf4kf51FFFFcR6gV/s/fsPf8mV/sgf9mu/AD/1U/hKv8YGv9n79h7/kyv8AZA/7Nd+AH/qp/CVb0N5ei/M5MXtD1l+SPqKv5VP+Dvv/AJRqfBH/ALPj+Gn/AKoX9pev6q6/lU/4O+/+UanwR/7Pj+Gn/qhf2l62qfBL0OWn/Ep/44/+lI/ziqKKK4j1QooooAKP8/5/z6+pooovr8vyt/XkFl+X4bfkFFH+f8/5NfQ/7Mn7J/7RH7ZHxO0v4P8A7NXwp8VfFXx1qckJlstAsgNK0Gwlk8ptb8XeJL17Xw94Q8PwMCs+ueJNS0zTEk2wC5a4lhhkau7Jd9F5u3/ABtLVuy7s87+E3wo+Ifx0+Jngb4PfCfwrqfjb4kfEfxJpnhLwb4W0eIS3+sa5q9wlvawKztHBaWsW5rnUNRvZbfTtL0+C61LUbq1sbS5uI/8AXG/4JXfsBeFP+Cbf7Gnw3/Z00aSw1XxqEk8cfGnxfYLIIfGfxf8AE1nYf8JVqdrJNFBNJomjw2Om+EPCpnt7W4Phbw5o0t9AupS30knwt/wRX/4IYfDH/gmR4aHxW+JV5onxV/bE8X6GLDxD46tbVpfCvwq0i/iB1LwP8KBf28N8Rdg/ZPE3jm8t7LWPEsES2NnYaDokt5p2of0Ac8fr6/59eldVKnyq7+J/gv8APuefWre0fLH4Yv73ZW+7p6+R+I3/AAcJfthn9j7/AIJjfG290TVP7O+I3x8ig/Zy+HRhn8m9ju/iTY6lF431a1aM/abaXRPhhp3jW+sdSt1Bste/sMedby3EEg/ymK/q5/4Ozf2w/wDhcH7afgD9lHw3qn2jwh+yn4HS88U29vNm3l+L/wAW7XSvEmsRTiJjBdf2D4As/ANpatIXn0zUtU8T2O2B5LpZP5Rqwqy5pPstF/X9WOnDQ5YJveTvfy0t/n6hR1wO54Hc5+nf1xn8qK/Rz/gkZ+zP/wANc/8ABSD9kn4JXmnnU/DOp/FjRvGPj20ki32s/wAPfhhFc/EnxtZXjsDHBDrPh7wrf6DFLKdrXmq2kCJJPPFFJmldpLq7febOSinJ6Jas+9dE/wCDYP8A4K3a7ouka5b/AAp+GNlBrGl2Gqw2Wq/GTwfYanaxajaRXkVrqNjLN5tlfwJMsV5aS5ktrhJIZPmQ40/+IW7/AIK5/wDRM/hFx/1W/wAF/wDx/n8K/wBPwcAD0orq9hHu/wCrf5P7/I4PrNX+793/AAT/ADA/+IW7/grn/wBEz+EXH/Vb/Bf/AMf5/Cj/AIhbv+Cuf/RM/hFx/wBVv8F//H+fwr/T8oo9hHu/6t/k/v8AIPrNT+79z/zP8Qvx74H8TfDLx140+G/jXTZNG8ZfD3xb4j8D+LdHmZHl0nxL4T1i90HXtNleNmRpLHVbC6tXZCUZoiVOCK5Ov30/4OVf2Y/+Gc/+Cqnxf13TNP8AsPhH9pHQfC/7Q3h3y4sQPqXiyG68O/EMtOgEct7d/Ezwp4u125jws0MGuWTSqyzRTz/gXXNJWbXY7oS5oRl3Sfztqvkwr++n/g0G/bD/AOEo+EP7QH7D/ifVPM1f4Va7D8c/hbaXEu+4k8BeObi10H4g6XYRbh5Wm+F/HEGg63IAhMmpfEy7feVARf4Fq/Tv/gjl+2H/AMMO/wDBRT9nH426nqZ0zwBd+Lofhl8XZJJvKsf+FX/EzZ4U8S6nqXKeba+EJb7TvH0MO9d+oeE7LduUFGqnLlmn52foya0OenJdUrr1Wv42sf68tf5zX/B4B/ykW+An/ZlXgb/1ef7Qdf6MgIIBUgggEEHgg4II9QRzX+c3/wAHgH/KRb4Cf9mVeBv/AFef7QddFb4H6o4sN/FXpL8j+USiiiuQ9Hon36dfn/XcKKKKLv8Ar5f5ILLsFFFFABRR/n/9fp+P9RX6cf8ABOb/AIJLfte/8FLvHNnpXwX8E3Xh34UWOpQW3jv4/wDjOxvNO+GPg6zWYLqEdnqDpC/jXxVBFn7J4L8KNfaq88ls+sSaDo0lxrdm0m3ZK7FKUYq7aS7v+u7sYP8AwS2/4J3fEn/gpX+1h4L+BHhC31DTPAVjc2fir45fES3gH2P4dfCuw1C2TXdSW4ljktX8T64H/sDwTpUqyHUvEV9bS3EcejafrN/Yf66Xw3+Hng34R/D7wR8LPh3oVn4X8BfDnwn4e8D+DPDunq62WieGPC2lWuiaHpdv5jPK8dlptlbwCSaSSeUoZZpJJXd2+Pf+Cdv/AATp/Z9/4JqfATTvgj8DNKkvL++kt9Y+JvxP1y2tB43+K3i9IWik17xHc2yBLbT7FJZbLwv4Ys3Ok+GdLdoLb7VqV5rGr6t97V104ci13e/+R5tWr7SWl1GOiT9FqwooorQyCiiigAooooAKKKKACiiigAooooAKKKKACiiigD/El+MP/JXPil/2Ubxv/wCpNqdec16N8Yf+SufFL/so3jf/ANSbU685rzz147L0X5H1X+yB/wAlL1z/ALEbU/8A0/8Ahmv0dr84v2QP+Sl65/2I2p/+n/wzX6O1/L/ip/yVVb/sFw3/AKQz/aj6D/8AyY/Bf9j3N/8A05TCiiivzc/sEKKKKAPy9/ai/wCSv6x/2C9C/wDTbDXzzX0N+1F/yV/WP+wXoX/pthr55r+xuEv+SayT/sW4T/0zA/58vHn/AJPJ4k/9lfnf/qdWCiiivoj8kCiiigDY8Pf8h/Q/+wxpn/pbBX7YV+J/h7/kP6H/ANhjTP8A0tgr9sK/BfGX+Pkn/XvGf+lUD/UT9nl/yLPEj/sMyH/01mAUUUV+In+kgUUUUAfKH7YH/JOtA/7HWx/9MXiGvzmr9Gf2wP8AknWgf9jrY/8Api8Q1+c1f1B4V/8AJKUv+wzE/nA/xV+m7/yfLMf+xLk//qOfrF/wQu5/4K3fsL/9lkX9PCfiY1/U1/weO/8AJuX7GX/ZbPiH/wCoJYV/LN/wQt/5S3fsL/8AZYx/6iXiav6mv+Dxz/k3D9jL/stvxC/9QSyr9Oj/AAZ/4l+cT+N5/wC8U/66H8AVFFFYS2fo/wAjtp/xKf8Ajj/6Uj9dPgh/ySbwH/2AYP8A0bNXqleV/BD/AJJN4D/7AMH/AKNmr1Sv4uz7/kd5t/2MMX/6emf9FPhb/wAm24C/7JHh/wD9VeGCiiivJPvAr8P5neO6lkjZkdLh3R0JVkdZSysrDlWUgEEEEEZBBr9wK/D24/4+J/8ArtL/AOhtX7j4NJSefRaupQwaa7puumvuP80v2hlWVH/iFdWm3GpTrcTVISTaanB5HKLTWqaavc/Y/wCHfihfGfgfwz4lVlaXVNJtpLzbjaupQKbXU4xt4Ai1CC6jHAOF+6OldnXx1+yB4q+2eHPEPhCeXMuiahHqtgjHn7BqymO4ijXpstr60aV88iTUQOQcD7Fr8u4pyt5Pn+Z4HlcYU8TOdHT/AJc1rVaXraE4p+aa3P7X8EONIcf+FnBvE3tVVxOLyfD4fMHdNrMsCng8dzdVzYmhUnFPVwlF9Qooor58/VjC8T6FbeKPDuueHbvH2fWtKvtOkYjcYjd28kUc6jrvgkZZ42BBWSNWHIyPxevrK5069vNPvIzDd2F1cWV1E3JiubWZ4Jo26cpLG6npypr9vcD8/wAfavy4/aX8Lf8ACN/FLVLqKLZZeJ4IPENuQvy/aLnfb6mu7o0j6jbXF069VW6jJGGBb9m8H82dHH4/KJytDFUliqCb0VWg+Waiu86cuZ+VM/zw+n7wN9e4Z4Y48wtG9bJcdUyfMZxjeTwWYR9phqlSW6p0MTRlTjfTnxb6vX5/r9Cv2O/+RN8V/wDYzR/+mqzr89a/Qr9jv/kTfFf/AGM0f/pqs6+98Uf+STxX/X/Df+nof5H8tfQp/wCT7ZJ/2K85/wDUOZ9fUUUV/Lh/toFFFFAH5T/tIf8AJaPGn+94f/8AUW0OvD69w/aQ/wCS0eNP97w//wCotodeH1/ZfC//ACTeQ/8AYoy//wBRaR/zx+M//J3PEv8A7Ljib/1b4o/0zf8Ag1J/5RS2X/Zxfxj/APRHhCv6U6/ms/4NSf8AlFLZf9nF/GP/ANEeEK/pTr6qn8EfQ/Hqnxy9QoooqyAo/wA/5/zmiigD8Wv28v8Aggh/wTw/b41bV/HfjH4dal8G/jPrUkt1qPxh+BV5p3g3xBr+oyBnN7408OXelax4F8YXVxMEfUdZ1Tw0vi29hT7Onie1XY6fzbfGj/gzn+POl3l3N+zz+2H8JfG+nuZJLLT/AIyeCfF/wxvrZScx2lxqvgpvi1bX7ouEa/TSNLSZvm/s+3U7R/fdRUOnBu7X3adu3p+ZpGtUirKXyeqvp316fcf5j/i7/g1Z/wCCsnhvzv7G8MfAj4geVnZ/wiHxn02y+0Y6eT/wnujeCMA9vP8AJIyMgc48Yvf+Dan/AILOWsgSD9krTtRUsFMtl+0J+zQkagnG8jUPi/Yy7R1OIy2Oimv9Uej/AD/n6VHsYef9W/4P3+Rp9Zq/3fu/4J/lz+Fv+DYT/gsH4guUg1b4FfD/AMDRNjdeeKfjx8JLu3jycHcngrxT4wuztHJ2Wr8fd3Hiv0K+BX/Bnn+054gu9Puv2jv2p/gv8MdHd0mv9M+FGg+L/iz4jFuMM1kZ/Eln8LNDsb2UAxG7guddtLQt56xagE8iT/QOopqjBb3f5dP6+Yniar6peiPxb/YF/wCCCf8AwT4/YA1XSPHvg3wBqfxj+NujlJ7D4y/HC6sPFviHQL4ESG78EeG7TTdK8EeC7qCUONP1rSfDreL7W1d7STxTdxSS+b+0nT/PT6UUVoko6JJLyMW3J3bb9QooIz6j6daKYgr+Nf8A4KEf8GwHxl/bR/bO+P8A+1H4e/ar+GXgfRfjL4yg8Uaf4T1n4f8AirVdU0SCPQNG0Y2l5qFjrFvaXcpfS5Jw8EMabJVTG5ST/ZRRUyipWur2/wCB/l+LKhOUHzRdna23p/kfwHf8QcHx/wD+j1fg9/4a/wAaf/L7/OD7ZP8AiDg+P/8A0er8Hv8Aw1/jT/5ff5wfbP8AfjRU+yhppt577b/d+LNfrFX+Zfd/Xb8+7Pwn/wCCH/8AwSK8d/8ABJzwn+0N4c8cfGTwl8XpvjV4h+Hmt6dc+FPDWseHI9Di8Fab4rsbmC9j1e/vWu3vm8RwvC8BjWEW0gkDGRCP3Yooq0lFWWy2/r1MpScm5S1b3+St+gUUUUyT+fv/AILU/wDBC/wn/wAFUbz4YfEzwF488PfBL9oHwAkvhXWvHOseGrzX9H8efDKUXl/ZeHfENnpd5YXx1fwrr8733hbV1mdILDWfEel38F0lxpMuk/gl/wAQcHx//wCj1fg9/wCGv8af/L7/ADj6Z/vxoqHTg3drV/8AA/y+65rGtUiklLRbJ69vwVtttX3P4Dv+IOD4/wD/AEer8Hv/AA1/jT/5ff5wfbPY/Dr/AINB/jz4J+IPgTxpc/tl/CO/tvCPjLwv4nnsYPhl4yinvIdA1ux1WW1ilk11kiluEtGhR3RkR2DMCowf7wKKXsodu3Xtb/LX1Y/rFX+b8P67f1dgBgAegxRRRWhifzO/8FrP+CDfxN/4Kp/tFfDH42+Cf2gfAnwk07wF8FtO+Fd1oXinwf4g8RXuoXtl458ceLW1e3u9J1KyghtXg8WQWYtpI2mEtnNKXKSIo/HD/iDg+P8A/wBHq/B7/wANf40/+X3+cH2z/fjRUOnBttrVu/5f5fizWNapFKKei20X9f0+5/Ad/wAQcHx//wCj1fg9/wCGv8af/L7/ADg+2fff2Uv+DUP43/s7ftSfs2ftA6t+138KvEulfAr4+/B34x6n4d074c+LrHUNf0/4Y/ETw741vNEsby51qW3s7zVbbRJbG1uriKWC3nnSWWN40ZT/AG6UUvZQTvbt17W/y1+Y/b1f5la1rW9P8vxYdKKKK0MQooooAK/mf/4LSf8ABv8A6h/wVA+PXw5/aC+F/wAZfB3wV8X6L8OP+FdfEWPxN4R1fX4PGFtomtXeq+DNYtn0XULFo9U0621zXNH1Oe9SWS40y18O20Mnl6f5a/0wUhHGOn04pSipKz1X+RUZSg+aLs/60P4D/wDiDf8Aj/8A9HrfB7/w1/jT/wCX1H/EHB8f/wDo9X4Pf+Gv8af/AC+/zg+2f78ccjrx+v1oqFSgun3v0/y/Fmn1ir/N+C8v8vz7s/gO/wCIOD4//wDR6vwe/wDDX+NP/l9/nB9s/wBPn/BGr/gl3Zf8Eq/2aPE/wi1TxponxM+JHxC+JWrfEHx58QND0S80Kz1CEadp2geE/DtjZ6jdXd8um+HtH02S6RbiY/8AE517X54gsNwgH660U404xd0tbW/L+mTKrOa5ZPT/ACCiiirMwooooA/FL/gtp/wSr8bf8FWvg58Gvhh4I+Lfhb4RXnwv+JmpePL3VfFXh3VvEdrqtrfeFr7w8un2tvpF7ZS288ct2ty00rvGY0KBQxBH83f/ABBwfH//AKPV+D3/AIa/xp/8vv8AOD7Z/vxoqHCMndq7/wCG/wAvzNY1pwXLF6Xvt/Xb8+5/Ad/xBwfH/wD6PV+D3/hr/Gn/AMvv84Ptk/4g4Pj/AP8AR6vwe/8ADX+NP/l9/nB9s/340UvZQ7duva35219WV9Yq/wAy+7+u3592fwHf8QcHx/8A+j1fg9/4a/xp/wDL7/OD7ZP+IOD4/wD/AEer8Hv/AA1/jT/5ff5wfbP9+NFHsodu3Xtb87a+rD6xV/mX3f12/Puz+A7/AIg4Pj//ANHq/B7/AMNf40/+X3+cH2yf8QcHx/8A+j1fg9/4a/xp/wDL7/OD7Z/vxoo9lDt269rfnbX1YfWKv8y+7+u3592fwHf8QcHx/wD+j1fg9/4a/wAaf/L7/OD7ZP8AiDg+P/8A0er8Hv8Aw1/jT/5ff5wfbP8AfjRR7KHbt17W/wAtfVi+sVf5vw/rt/V2cV8NvCs/gX4deAfBNzdxahc+DvBXhbwrcX0EbwwXs/h7QrDSZbuGKRmkiiuXtGmjjdmdEdVZiQSb/jTQpfFPg/xX4ZguI7SbxF4b1zQ4bqVGkitpdW0y6sI7iSNCrSRwNcCR0VgzKu0MpINdNRWi0SXYx2P4Dv8AiDg+P/8A0er8Hv8Aw1/jT/5ff5x9Mn/EHB8f/wDo9X4Pf+Gv8af/AC+/zg+2f78aKz9lDt/Wn+X4vubfWKv8y+5a7b/d/V2fwHf8QcHx/wD+j1fg9/4a/wAaf/L7/OD7Z/on/wCCIf8AwSU8df8ABKDwF8e/B3jj4w+E/i9cfGHxf4M8Tafe+FPDeseHIdFh8L6LrOlz2t5Fq99evdSXT6oksUkLRrGsLK4Yspr9yqAMep+vWnGnGLulqvPyt/XqxSrVJxcZO6duna3+QUUUVZkec/F74UeBPjr8LPiH8GPidodv4k+HnxR8HeIPAnjLQ7jCpqHh/wATaZcaVqUUUu0vaXiQXLT2F/BtutPvore+tJI7m3ikX+GPVv8Agzg+NX9q6l/YX7a3wu/sT+0Lz+x/7W+F/iz+1P7L+0yf2f8A2l9j1/7J9v8Asnk/bPsv+j/afN8j91sz/fFRUyhGTTavb/NP9PubLhUnTvyuye63Xr/W/U/gO/4g4Pj/AP8AR6vwe/8ADX+NP/l9/nB9sn/EHB8f/wDo9X4Pf+Gv8af/AC+/zg+2f78aKn2UF0/H0/y/F9zT6xV/mX3f12/Puz+In9lv/g1q/bA/ZI/aG+EH7SXws/bi+D9n45+D3jfSPGOkRv8ADXxzDZ6vb2kpg1zwxqrQ6/5raF4u8P3OqeF9fgjw9xo2rX8CspkBr+3UZwNwAbAyASQDjkAkKSAehKgkc4HSloqoxUb2Vr/orGc5ym05W0VtraBX52ftwf8ABKj9hr/goXYmT9pP4KaPq/je2sE07Rfi/wCEJ5fBfxc0O2hBFrbw+M9GWOfXNOsN8psdA8YWviXw1avPNNFowmkMlfonRTaUtGk/UlNxd02muq0P4a/2gf8AgzkmN5qGpfsr/tkxCwklkOl+DPj/AOAZDdWsR5jW++Jnw7ujFfPzscwfCewChd4Ehby0/Mbxv/walf8ABVnwpcXEWgWP7O/xMhiJ8q68F/GKTToroAnHlR/EXwn4CnRiACRcRQqCcbzgmv8ATN/z/nNFZujBu+q8l8v+D95ssRVXVP1Vz/LCuf8Ag2h/4LLwSBIv2V9EvVLAGa2/aC/ZzSNQTgswvPiraTbQOTtiZsdFJ4rtPDH/AAa8f8Feteu4rbVvhB8MPBEMmN9/4n+OXw5vLSDJAPmp4L1bxffHGcnybKbgHGTgH/UJopewh3f3+n+T+8f1mr/d+7/gn+f58Df+DO79pHXLi1uf2jf2s/g38N9O81JbnTPhD4W8YfFvWJbYMrPaNfeLIvhFpmmXcqbo/tUMWv21q5EohvlUxP8A0sfsK/8ABAf/AIJ0/sIappHjfwv8NL741fGHSPs89h8Wfj3c6b431nRNSgIlGoeDvC8OlaV4E8I3sNxuk07WdN8Mv4rsIQkA8Sz4mkm/auiqVKC6X9df+B/XYiVapLeT+Wnbt6CHOOMe2en6UtIBjuT9TmlrQyCvx0/4LV/8Ex/GX/BVL9m/4a/A3wT8VPDPwl1LwJ8btJ+K91r/AIp0DVfEVjqFjpvgPx94QfR4LPSLyzuIbuWfxjb3q3MkjQrDZTRGMvKjL+xdFJpNNPZjTcWmt07o/gO/4g3/AI//APR63we/8Nf40/8Al9R/xBwfH/8A6PV+D3/hr/Gn/wAvv84+mf78aKhUqa6fi/L/AC/Fmv1ir/N+C8v8vz7n8B3/ABBwfH//AKPV+D3/AIa/xp/8vv8AOD7Z/uX+AXw4u/g58Cvgr8ItQ1O21u/+Ffwl+HHw4vtZs4JbW01e78D+DtG8MXOp2ttO8k1tbX82lvdQQTSPLDFKscjs6lj61RTjCMXdK11b+v66sidSc7czvbb8P8gr8hf+C03/AATU8X/8FT/2WvAX7Pngr4oeGvhNqvg/4/eFvjJceI/FGg6p4i0+90/w98O/ip4Jl0SGy0m8srmK8ubn4hWl/HdPK0CQabcQtGZJ42T9eqKppNNPZkptNNbppr1Wp/Ad/wAQb/x//wCj1vg9/wCGv8af/L6j/iDg+P8A/wBHq/B7/wANf40/+X3+cfTP9+NFQqVNdPxfl/l+LNfrFX+b8F5f5fn3P4Dv+IOD4/8A/R6vwe/8Nf40/wDl9/nB9sn/ABBwfH//AKPV+D3/AIa/xp/8vv8AOD7Z/vxoo9lDt269rfnbX1Y/rFX+Zfd/Xb8+7P4D1/4M3/j4WUP+2v8ACFVyNzL8LfGbsAcZKqfEKBiOeC65x1HGfW/Av/BmnN9pin+Jn7fMYs0kXz9K8C/s9N9puIuC4i1/X/i75VnJjKqX8NXy5IcjA2N/crRR7KF727fp+dte4niKu3N87Ly/P/PufzUfAX/g1S/4JffCe4s9T+JNt8a/2kNUgkiuJbX4l/EQ+GvCpuYSrKbbQfhNpXgDUDZmRQ72Gs+Itchmy0Vw01szQH99/gl+z78DP2bPBdv8O/gB8I/h58G/BNvILj/hG/hz4T0bwppt1e+WsT6lqcekWls+r6vOiL9q1fVJLzU7xgXuruZyWPsFFUoRjslp16/1oZynKXxSb9WFIc4OACcHAJwCewJAJAz1ODj0PSloqiT+Gn4/f8Go37V/7Rnxv+Lfx68f/tvfB+68Z/GL4ieL/iP4jYfDTxvJBBqfi7XL3WprCy368DFpmmC8XTdLtkRIrTTrS2tYIooYo418k/4g4Pj/AP8AR6vwe/8ADX+NP/l9/nB9s/340Vn7KHb8fT/L8X3NliKqSV1ppsulv8v6uz+A7/iDg+P/AP0er8Hv/DX+NP8A5ff5wfbP7B/8EXv+DfrxB/wTA/aN8d/tEfEz43eC/jNrmrfCrUPhr4GsfDHhDWvD48Ly+IfEOg6v4j1+ebWdRvhLeT6d4dttEsjbJG8dlqesxysUuQp/puoIz6j6daFTimmlsvx019dPncUq1SUXFvR2v6XX+X9XYUUY5PXn9PpRWhkFFFFAH4G/8Fvv+CLd/wD8FY7f9n/WvBHxU8LfB3x/8FpvHWl32veJfDOqeIbXxN4P8aJ4eu49IkTSL6yuYrjQta8PfbdMaVpIEj1vWhgSTqT+AH/EHB8f/wDo9X4Pf+Gv8af/AC+/zg+2f78aKh04tttat3/L/L8WaxrVIJRT0Wyt6f5fpsfwHf8AEHB8f/8Ao9X4Pf8Ahr/Gn/y+/wA4PtlP+IOD4/8A/R6vwf8A/DX+NP8A5f8A+cfTP9+VFT7Gne9ult35fnbX5j+sVf5vw/rt/V2eC/sufD74l/Cb9nP4J/C34xeNdL+JHxL+G/w18J+A/F3xA0ayv9OsvGuo+E9KttBj8UPZ6nNPewajrdlYWuoawJZnVtXuL54MQPEq/gV/wWp/4IJfE/8A4Ko/tNfDv49eCf2hPAfwl0vwT8CdA+ENz4e8U+DfEHiK/v7/AEb4gfEnxlJrMF5pOp2VvDZzW/jm2sktpImnWawnlZyk0ar/AE347fz5oq3FNWeqVrL0tv8Ac/kzOM5RkpR919tGten6H8B3/EHB8f8A/o9X4Pf+Gv8AGn/y+/zg+2T/AIg4Pj//ANHq/B7/AMNf40/+X3+cH2z/AH40VKpU19n+lb/L8Wa/WKv8y+7+u3592fwHf8QcHx//AOj1fg9/4a/xp/8AL7/OD7ZP+IOD4/8A/R6vwe/8Nf40/wDl9/nB9s/340Ueyh27de1vztr6sPrFX+Zfd/Xb8+7P4Frb/gzd+OryqLz9tz4TW8B+/JbfCXxhdyj/AHYZfFVkjevM69CPQ19GfDT/AIM2fh5ZXFvcfGH9unxp4ltCVN1pHw1+CWh+BrhORvjt/EXij4gfEOOXI3bZ5PC8OCQTbsF+f+12ij2UO3br2t+dtfVi+sVf5rfJeX+X592fgz+zj/wbZ/8ABKD9nm803Wbz4I63+0B4l0xo3g1v9onxfd+O7GSRMFzfeAdGtPCfws1RJWUF4tX8C38SgGONUV5A/wC5fhvw14c8G6DpPhbwjoGi+FfDGg2MGmaF4c8OaVY6JoOi6baoI7bT9J0jTILXT9OsbeMBILSzt4beJRtjjUcVt0Vailskv6t+hnKUpfFJv1dw/wA/z/x+npRRRTJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/xJfjD/wAlc+KX/ZRvG/8A6k2p15zXo3xh/wCSufFL/so3jf8A9SbU685rzz147L0X5H1X+yB/yUvXP+xG1P8A9P8A4Zr9Ha/OL9kD/kpeuf8AYjan/wCn/wAM1+jtfy/4qf8AJVVv+wXDf+kM/wBqPoP/APJj8F/2Pc3/APTlMKKKK/Nz+wQooooA/L39qL/kr+sf9gvQv/TbDXzzX0N+1F/yV/WP+wXoX/pthr55r+xuEv8Akmsk/wCxbhP/AEzA/wCfLx5/5PJ4k/8AZX53/wCp1YKKKK+iPyQKKKKANjw9/wAh/Q/+wxpn/pbBX7YV+J/h7/kP6H/2GNM/9LYK/bCvwXxl/j5J/wBe8Z/6VQP9RP2eX/Is8SP+wzIf/TWYBRRRX4if6SBRRRQB8oftgf8AJOtA/wCx1sf/AExeIa/Oav0Z/bA/5J1oH/Y62P8A6YvENfnNX9QeFf8AySlL/sMxP5wP8Vfpu/8AJ8sx/wCxLk//AKjn6x/8ELs/8Pbv2F8f9FjGfp/wiXibNf1N/wDB45/ybh+xmf8Aqt3xB/XwJZ/4V/LL/wAELP8AlLf+wx/2WI/+oj4nr+pv/g8c/wCTbv2ND/1W/wCIH/qB2n+Ffp0f4M/8S/OJ/G8/94p/10P4AKKKKwls/R/kdtP+JT/xx/8ASkfrp8EP+STeA/8AsAwf+jZq9Uryv4If8km8B/8AYBg/9GzV6pX8XZ9/yO82/wCxhi//AE9M/wCinwt/5NtwF/2SPD//AKq8MFFFFeSfeBX4e3H/AB8T/wDXaX/0Nq/cKvw9uP8Aj4n/AOu0v/obV+5eDHx570XLgvzrn+Z/7RH+H4X/AOLin8skPa/2dfFP/CK/FXw+ZJBHZa+ZfDV7k4UjVCgsAeMADVodPLE9EMnIBOP1Xr8PIJ5rWeG5t5GhuLeWOeCVDh4poXEkUiHsyOqsp7EA1+zngrxHD4u8JeHfEsO0DWdJs72VF5EN08KreW+Rnm2u1ngbqN0RwTxXN4wZV7PF5fm9OPu4inLCV5LZVKT56Tf96cJzXpTPX/Z/8c/W8i4s4BxVa9bK8XSz7Lac5Xk8LjYxw2NhTXSnQr0aM2lpz4lvds6eiiivxY/0ZCvkr9rnwr/aXgzR/FUEe648M6obe7cDldL1vy4GZyASwj1KDTo41bhftMpUgsQ/1rXL+NfDkPi7wl4i8MzbQNZ0m8s4ncDbDdSRM1lcng8214kFwvX5owcV7vDOZyyfPcszBS5Y0cVTVZ/9OKj9nWXnenKWjPzLxk4Mp8f+GfGPC0qaqVswybEywKaTtmWEj9ay+V3sliqNJya+zdbM/F+v0K/Y7/5E3xX/ANjNH/6arOvz6ngmtp5ra4jaG4t5ZIJ4n4eKaF2jlicdnjdSrDJwyke4/QX9jv8A5E3xX/2M0f8A6arOv6E8T5qpwjiJxacZVcJKLWqadWm1+B/k79DCjUw/j7lOHqxcatDL88pVIyTUozp4WpCSadrNSTuj6+ooor+Xj/a8KKKKAPyn/aQ/5LR40/3vD/8A6i2h14fXuH7SH/JaPGn+94f/APUW0OvD6/svhf8A5JvIf+xRl/8A6i0j/nj8Z/8Ak7niX/2XHE3/AKt8Uf6Zv/BqT/yilsv+zi/jH/6I8IV/SnX81n/BqT/yilsv+zi/jH/6I8IV/SnX1VP4I+h+PVPjl6hRRRVkBRXzB4l/bc/Yx8G6/rfhPxf+11+zB4V8V+G9TvdE8ReGfEvx9+FWh+INA1rTbh7TUdI1rRtU8WWmo6XqdhdRS217YX1tBdWtxHJDPFHIjKMX/h4D+wb/ANHtfsjf+JI/Bv8A+bP3/wA4NLmjtdX7XQ7Ps/uZ9c0V8jf8PAf2Df8Ao9n9kb/xJH4N/wDzZ+/8/Q0f8PAf2Df+j2f2Rv8AxJH4N/8AzZ+/8/Q0XXdfegs+z+5n1zRXyN/w8B/YN/6PZ/ZG/wDEkfg3/wDNn7/z9DV+w/bs/Yh1R/K0z9sj9lbUpcgeXYftC/CS7kye2y38XyNnnpjPX0NF13X3oLPs/uZ9VUVx3hD4ifD/AOINp9v8BeOvB3jewChze+EPE+ieJbTYcAP9p0a+vYdpJADb8HI55Fdhzx6d+p+n/wBfNMQtFFFABRRRQAUUUUAFFcJ8Rvil8Mvg/wCG38ZfFv4jeBPhb4QjvbTTZPFXxF8XeH/BPhuPUb8uLGwfXPEuoaZpi3t4YpBa2rXQnuDHIIo32NjwH/h4D+wb/wBHs/sjf+JI/Bv/AObP3/n6Gldd1947N7Jv5H1zRXyN/wAPAf2Df+j2f2Rv/Ekfg3/82fv/AD9DR/w8B/YN/wCj2f2Rv/Ekfg3/APNn7/z9DRdd196Cz7P7mfXNFfI3/DwH9g3/AKPZ/ZG/8SR+Df8A82fv/P0NH/DwH9g3/o9n9kb/AMSR+Df/AM2fv/P0NF13X3oLPs/uZ9c0V8jf8PAf2Df+j2f2Rv8AxJH4N/8AzZ+/8/Q0f8PAf2Df+j2f2Rv/ABJH4N//ADZ+/wDP0NF13X3oLPs/uZ9c0V8i/wDDwH9g3/o9n9kf/wASR+Dn/wA2fv8A5wafH+39+whK6RxftrfskySSOsccaftHfB15JHdgqIiL4yLM7MQqqoJYnABNF13X3hZ9n9zPreiiimIKKKKACivD/if+05+zb8EtasfDnxn/AGg/gf8ACPxDqmlpremaD8Tvix4D8BazqOjSXd1YR6vY6X4q1/Sb670uS+sb2zS/t4JLV7qzu7dZTLbTInm3/DwH9g3/AKPZ/ZG/8SR+Df8A82fv/P0NK67r7xpNq6Tafkz65or5G/4eA/sG/wDR7P7I3/iSPwb/APmz9/5+hrY8PftwfsWeLtf0Twr4U/a9/Ze8T+KPEuradoHhzw34e+P3wo1rX/EGu6xeQ6fpOi6Jo+m+LLnUdV1bVL+4t7LTtOsLae8vbueG2toZZpERi67r70Fn2f3M+oaKKKYgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKK8m+Kfx7+BfwMi0Sf42fGj4TfB6DxLJfxeHJvin8RvB/w+i1+XSls31SPRZPFusaQmqyaauoWDagli07WaX1o1yIxcw7wD1mivkb/AIeA/sG/9Hs/sjf+JI/Bv/5s/f8An6Gj/h4D+wb/ANHs/sjf+JI/Bv8A+bP3/n6Gldd196HZ9n9zPrmivmrwf+2f+x78Q/E2j+C/AH7V/wCzX458Y+Ibo2OgeE/B/wAdPhf4m8Ta5eiKSc2ekaFovim91TUroQQyzG3srWaURRSyFNkblfpWndPZ3BprdNeoUUZ5PXj9fpRQIKKCQASeABkn0Ar5G/4eA/sG/wDR7X7I3/iSPwb/APmz9/8AODSbS3aXqOzeybPrmivkb/h4D+wb/wBHs/sjf+JI/Bv/AObP3/n6Gj/h4D+wb/0ez+yN/wCJI/Bv/wCbP3/n6Gi67r70Fn2f3M+uaK4zwB8Rvh78V/C1h45+Fvjvwb8SvBWqyXsWl+MPAHifRPGPhfUpdNvJ9O1GKw1/w7fajpN5JYaha3Nhex293I9re289rOI54ZI17OmIKKKKACiiigAooooAKK8X+MP7R/7Pf7PWmRaz8evjn8IfgvpdxDJPaXvxT+I/hDwFDfJESr/2efFGsaYdQk3jy0hslnmkmxDGjysqH8xfHn/Bwx/wR4+Hs09pqf7ZvhnXr2B2j+z+A/h38Y/H0MzoxVjBq/hH4eavoLx8FlnbVUgkUZikfcoZOUVo2k/X0/zRSjJ2tFu+1k/66n7RUV/Pz/xE8/8ABHz7Ubf/AIXv49EPGL4/Aj4vfZSc8jYvhJr0Y65NoAR0JPFezeBP+Dhb/gjz8QZYbbS/2zvC+h3k0ixG38dfDz4xeAIoXcgL5+qeL/h5o+hrHyGaddUe3jUkySptYKueP8y+/wBP80N05q14S120Z+0FFeI/Bz9pf9nX9oiwk1T4CfHf4PfGmwggS4urj4WfEnwf48FjFIVVTqCeGdY1OTT3DsI5Ib1LeaKXMMsayhkHt1Vdd/6/poh6b6f8HQKKKKACiiigAooooAKK5bxr458FfDbwvq3jf4i+MPC3gHwXoEME+u+L/GviDSfCvhfRYLm7gsLebVvEGu3lhpOnQ3F9d2tlBJeXcKS3dzBbozTTRo3zf/w8B/YN/wCj2f2Rv/Ekfg3/APNn7/z9DSbS3aXqCTauk/uPrmivkb/h4D+wb/0ez+yN/wCJI/Bv/wCbP3/n6Gj/AIeA/sG/9Hs/sjf+JI/Bv/5s/f8An6Gi67r70Oz7P7mfXNFfI3/DwH9g3/o9n9kb/wASR+Df/wA2fv8Az9DR/wAPAf2Df+j2f2Rv/Ekfg3/82fv/AD9DRdd196Cz7P7mfXNFfJUX7ff7Cc7iOD9tT9kuaQ9Ei/aN+D0jnp0VPGRY9fT+RruvD37Vf7L3i6VYPCn7SHwF8TzswVYfD3xg+HutSszYwoj03xFcuWO4YAGTmi67r70Fn2f3M97oqGC4guoYbm2nhuLe4jSWCeCRJYZopAGSSKWNmSRHUhldGZSCCCQRmb6/y/8A10xBRRRQAUUUUf1/X3gFFeW/FH44/BX4H2Olap8afjB8LfhBpmu3c9homo/FH4geE/h/Y6xfW0IuLmy0q78WatpNvqN3b27LPPbWkk00ULCWRFQgnxj/AIeA/sG/9Hs/sjf+JI/Bv/5s/f8An6Gldd1947Ps/uPrmivkb/h4D+wb/wBHs/sjf+JI/Bv/AObP3/n6Gj/h4D+wb/0ez+yN/wCJI/Bv/wCbP3/n6Gi67r70Fn2f3M+uaK+Rv+HgP7Bv/R7P7I3/AIkj8G//AJs/f+foaP8Ah4D+wb/0ez+yN/4kj8G//mz9/wCfoaLruvvQWfZ/cz65or5G/wCHgP7Bv/R7P7I3/iSPwb/+bP3/AJ+ho/4eA/sG/wDR7P7I3/iSPwb/APmz9/5+houu6+9BZ9n9zPrmivkb/h4D+wb/ANHs/sjf+JI/Bv8A+bP3/n6Gj/h4D+wb/wBHs/sjf+JI/Bv/AObP3/n6Gi67r70Fn2f3M+uaK+Rv+HgP7Bv/AEez+yN/4kj8G/8A5s/f+foa+pNB17Q/FOh6N4n8MazpPiPw14j0nTte8PeIdB1Gz1fQ9e0PWLOHUNJ1nRtW0+a4sNU0nVLC4t77TtRsbiezvbOeG5tppYZUdi6bsnf0+X+YNNbpr1NWiiimIKKK+bvGn7ZX7IPw38T6v4I+In7Vf7N3gLxnoE0VtrvhHxp8cvhj4X8T6JcT20F7Bb6voGueKLHVdNmms7q2u4ory0hkktbiC4RTFKjsXS3dgSbdkm35K59I0V8jf8PAf2Df+j2f2Rv/ABJH4N//ADZ+/wDP0NH/AA8B/YN/6PZ/ZG/8SR+Df/zZ+/8AP0NK67r70Oz7P7mfXNFfI3/DwH9g3/o9n9kb/wASR+Df/wA2fv8Az9DR/wAPAf2Df+j2f2Rv/Ekfg3/82fv/AD9DRdd196Cz7P7mfXNFfI3/AA8B/YN/6PZ/ZG/8SR+Df/zZ+/8AP0NH/DwH9g3/AKPZ/ZG/8SR+Df8A82fv/P0NF13X3oLPs/uZ9c0V8jf8PAf2Df8Ao9n9kb/xJH4N/wDzZ+/8/Q0f8PAf2Df+j2f2Rv8AxJH4N/8AzZ+/8/Q0XXdfeg5Zdn9zPrmivHvhZ+0P8APjnLrdv8E/jj8H/jDP4ajsJvEUHws+Jngv4gzaDDqjXaaXLrUfhPWtWfS49SewvksHvlgS7eyu1t2kNtNs9hpiCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/xJfjD/yVz4pf9lG8b/8AqTanXnNejfGH/krnxS/7KN43/wDUm1OvOa889eOy9F+R9V/sgf8AJS9c/wCxG1P/ANP/AIZr9Ha/OL9kD/kpeuf9iNqX4/8AE/8ADP8A+v6V+jtfy/4qf8lVW/7BcN/6Qz/aj6D/APyY/Bf9j3N//TsAooor83P7BCiiigP6/L/M/L39qL/kr+sf9gvQv/TbDXzzX0R+1GpX4u6qT0fSdDZfoLBE/wDQkNfO9f2Nwl/yTORu61y3C+qtRgtT/nz8ek14yeJN1b/jLs6fyeNrNP5oKKKK+iPyMKKKKANjw9/yH9D/AOwxpn/pbBX7YV+KPhtGk8RaBGv3n1rSkX/ea+gA/U1+11fgvjK19YyRX19ni3brbmoan+ov7PJP+y/Ed20eNyJX6XVLMG1+KCiiivxE/wBIwooooA+UP2wP+SdaB/2Otj/6YvENfnNX6M/tgf8AJOtA/wCx1sf/AExeIP8AEV+c1f1B4V/8kpS/7DMT+cD/ABV+m67+OWY/9iXKF/5bn6y/8EK/+Ut/7DH/AGWFv/UQ8UV/U3/weOf8m2/saH/quHj/APXwHa/4V/LL/wAEKuf+Ct/7DH/ZYH/Twf4oNf1N/wDB43/ybZ+xqf8AquPj79fAVv8A4V+nR/gz/wAS/OJ/G8/94p/10P8AP+ooorCWz9H+R20/4lP/ABx/9KR+unwQ/wCSTeA/+wDB/wCjZq9Uryv4If8AJJvAf/YBg/8ARs1eqV/F2ff8jvNv+xhi/wD09M/6KfC3/k23AX/ZI8P/APqrwwUUUV5J94Ffh7cf8fE//XaX/wBDav3Cr8Pbj/j4n/67S/8AobV+5eDPx57/AIcF+dc/zP8A2iP8Lwv/AMXFP/vDIa/RP9kXxV/aXgzWPCs0ha48M6oLm1Qtyuma35twqoCckR6lBqMkhXhftMQIBYFvzsr6A/Zo8Vf8I18UtLtZZCll4ogn8PXILYU3FzsuNMbZna0jajbW1qh+8q3UgU4Yq36Fx/lP9rcMZhThHmrYWCxtHvzYd881H+9KkpxXmz+T/os8cPgbxo4VxdWr7LL86xD4dzG8uWEqOauNCg6jeihSxv1atJvRKm723P1Iooor+Sz/AHgTTSa1TV0+6YUf5/z/AJx65oopptar+rO/5oUkpJpq6as09mno7/K5+VH7RPhX/hFvirr4ij8uy18xeJbLAADDVDIb/wD2QF1aHUAAMYQJwM4r6Z/Y7/5E3xX/ANjNH/6arOof2v8Awr9s8N+HfF8EYMuiahJpN86jk2GroJLeWVv+edvfWqQRgHIk1E8HJIm/Y7/5E3xX/wBjNH/6arOv3LN81WbeFtCu5c1WhPDYOtrdqphq1OCcn1lOnyTd9XzXP8y+BuCP9RPpt5ll1Kk6WAzPD5zn2W2jam8Lm2CqYqUaa2VOjiZYjDxS0/cn19RRRX4Zuf6ahRRRQB+U/wC0h/yWjxp/veH/AP1FtDrw+vcP2kP+S0eNP97w/wD+otodeH1/ZfC//JN5D/2KMv8A/UWkf88fjP8A8nc8S/8AsuOJv/Vvij/TN/4NSf8AlFLZf9nF/GP/ANEeEK/pTr+az/g1J/5RS2X/AGcX8Y//AER4Qr+lOvqqfwR9D8eqfHL1CiiirIP8eb/grL/yk9/4KBf9ng/tBf8AqzvElfnxX6D/APBWb/lJ7/wUD/7PB/aD/wDVneJK/PiuCW79X/X9dj1af8On/gj+SCiiikXZdl/X/DL7gooooCyt09PS39L0NbQ9f13wxqtnrvhrWtW8Pa3p0on0/WdD1G80nVbGcAgTWeoWE1vd2soBIEkEyOATg1+wf7I3/BfT/gp7+yJqelxaN+0V4j+NfgOyuIHvPhp+0Vc33xa0G+soWRf7Os/EuvXp+I/hi1SEPHbW/hTxpotnCWVnsrhIkir8ZqKalKL0bX9K3lbTX7tiZQjJWcYvbddNP02P9T//AIJUf8F9P2Wv+ClL6b8L9Xtv+Gfv2pmtJZG+DfivWYtR0fx0bGBri/v/AISeNWtNMtvFXk20b3134U1Gx0fxjp9vFfTW2l65o2k3viE/vDX+Hnoeua14Y1rSPEnhvV9U8P8AiLQNTsda0LXtE1C70rWdF1jTLmO903VtJ1SxlgvtO1LT7yGG7sb6znhurS5iingljljRh/pt/wDBvl/wWJm/4KL/AAY1P4LfHTV7EftefAnRLCXxLd/ubST4yfDZHtNJ0/4rWtjGscUXiGw1Ke00P4k2VjGLCHWb/Q/ENmtnbeLE0XReinVv7st+jtv5Pz632OKtQ5Lyivc6rdrbXu0393of0Y0UUVucwUUUUAfzc/8AB1X/AMontf8A+y/fBn/0q8QV/mS1/ptf8HVf/KJ7X/8Asv3wZ/8ASrxBX+ZLXJW+N+iO/C/w3/jf5RCiiisjpsuy/r/hl9wUUf59DRQFl2X9f8MvuCiiigLLsv6/4ZfcFbPhw48Q6CRx/wATnS//AEug/P8AHtx0rGrZ8Of8jDoPodZ0vHv/AKbB+mPz5470BZdj/cGHQHuQM+/FLSDhRn0FLXoHjhRRRQB/nYf8Hg3/ACf1+zn/ANmgaB/6uf4y1/JdX9aP/B4N/wAn9fs5/wDZoGgf+rn+MtfyXVxVPjl6np0f4UPR/mwr7s/4Jc/8pLv+Cev/AGe5+yv/AOrx8DV8J192f8Euf+Ul3/BPX/s9z9lf/wBXj4GqVuvVfmVNLll/hl+X6WVj/YzXoPoP5UtIvQfQfypa7zygooooAKKKKACiiigAooooAKKKKACiiigAooooAK/iW/4PMP8AkTP+Cff/AGM/7Sn/AKavgjX9tNfxLf8AB5h/yJn/AAT7/wCxn/aU/wDTV8Eazq/w5fL80a0P4sPV/kz+EiiiiuM9M6Twb4w8U/Dzxd4X8e+B9e1Pwr4z8FeINH8V+E/E2i3Uljq/h/xH4f1C31XRdZ0y8iIktr/TdRtLe8tJ0O6KeFGHTB/1l/8Agjd/wUx8Lf8ABTn9kXw98TJ5tM0z46/D0af4F/aI8FWJjgGj+O4bLfa+LdK0/d5tv4O+I1lby+IvDbbXtrG7XXvCqXd9eeFr+4f/ACRK/Tj/AIJLf8FHfG//AATL/a68I/G3Sm1PWfhb4h+z+Cfj54AspQV8ZfDHUr2F7+5srWaSO2bxd4PuVj8UeDbqSS2Y6pYy6JcXsGia/rcVxpTnyS8no/8AP5GNalzx0S5lt+q/DQ/16KK4r4b/ABE8E/F3wB4M+Kfw28Sab4w+H/xD8M6L4x8G+KNHm8/TNd8N+INPg1PSdTs3Ko4jurO5ikMU0cVxA5eC5hhnjkiTta7P6XoeaRzcwy/9c5P/AEA1/hx1/uOTf6qX/rm//oJr/Djrnr/Y/wC3v/bTswv2v67BRRRXOdll+X4bfkf6mH/Bsv8A8ocP2ae3/FUfH/j6/Hv4i1++Ffgf/wAGy/8Ayhv/AGaf+xo+P3/q+viLX74V3Q+CP+GP5I8qp8cvUKKKKogKKK+NP29/23vhD/wT1/Zk8f8A7TPxjuZLjSPC8EWmeE/CFjd29tr/AMR/iBq0c6eFfAfhz7QHA1DWbmCa4v70QXUeg+HrDWvEl7byafo12KTaSbeyGk20krtuyXmWP21v28P2ZP8Agn58I7r4x/tNfEOz8IaJI11Z+FfDNii6t49+IuvW1utx/wAI34B8KRTQ3uu6owkgF1cu9noWhw3MN/4k1nRdLL3yfwF/8FAf+DoL9t/9p7Uda8IfsxXUv7HnwYmNzZWr+Dr231P43+IrFiUS8134nvaRy+EbiZY47q3sfhraeHb/AEmSSeyuPFniOFUum/Fr9ub9uf4/f8FBvj54m+P37QHiifVdZ1Se5s/CXhKznuU8HfDLwaLuWfSvA3gbSZpZI9M0TTEkBnuG36nruotda7r95qGs315ey/Hdcs6rlorpf16dTvp4eMUnNKUvPaPl2e2+x0Pivxd4s8d69qPirxv4n8Q+MvFGrzG41bxJ4q1rUvEOvapcHgz6jrGr3N5qN7Me8tzcyuf71c9RRWV766699/mdGiVkkvT5L8LaB/8AW/DBzniij/DJ/wA9vx/rRQF/x1/r7zb8OeJvEng7WtP8S+EfEGt+FvEekzrdaVr/AIc1W/0PW9MuVBC3Gn6rpk9rf2U6gkLLbTxyKCcMMmv6Kv2CP+Dm/wDb2/ZU1HRfC/x81l/2xvgxb/Z7O70j4l6kLT4u6NYIyrJdeHPjFFY3ut6vfKv7ySH4kWnjZLtY1s7S90QzG+i/m6o/z6/z/wA/hVKUou6f9aafgiZQjJNSSaflrptruf7HX7B3/BRX9ln/AIKNfCofFL9mvx0msPpiWMPjv4d6/FDo/wAS/hlq9/FLJDpHjXwuLm6a1W4a3uk0vXtLutV8La/9jvG0HXNRFndiD7mr/F+/Y/8A2wvjx+wz8dfCP7QX7PPjG78KeNfDF1Gt9YtJcS+GPG/hmW5t59X8DeOdGint4vEHhHX47aOK/wBPnkjnt50tNX0e70zXdN0zVLL/AFjf+Cbv7f8A8KP+Ckn7Lfg39o34YhdGv7xpPDfxO+HlxfxX+sfDH4l6TBbP4g8I6lPHHA13aFLq01rw1rDWtp/bvhfVdH1R7Owuri602y6adTn0fxfg0ranBWo+zd1rF667p6Kz/Cx96UUHPbGfeitTAKKKKAPxt/4OCef+CO/7bn/Yk+Af/V0fDWv8nGv9Y7/g4J/5Q7/tuf8AYk+Af/V0fDWv8nGuWt8W/S1u23+Z34VL2ctPtv8AKIUUUVidNl2X9f8ADL7goo/lz1ooCy7fh6f8D8Ao/Hvn6f5//XRz/n8f/rcdueTRQLTa3+Wlv6Xoe2fCL9pX9oj9n/U4NY+Bnx2+L/we1K2l82O6+GnxH8X+CmJLb3SdPD2r6fFdQTH5bi2uY5re5jLRXEUsbMp/p9/4Jt/8HVH7RPwm8S+Hfhx/wUAgX4/fCC8uLDSZ/jDoei6Zonxo8A2rSJb/ANtatY6FaafoHxP0ewg8ttQsptN0nxrPGtxqS+JNfv0j0e//AJFqKpSlHZv9OnT5ImVOE1ZxXqtGvQ/25Phf8UPh78avh54O+LHwp8X6J48+HHj/AEGw8TeDvF/h67W80fXdE1KIS2t5azYSSNx80F1Z3UUF9p95FcWF/bW17bXFvH3lfwE/8GnH/BRLxF4S+MXij/gnV8RNduL/AOH/AMUdL8RfEf4CQ6leyTDwn8SfDNjLrvjrwfokM7FbfR/HPhK11bxfLZwPHbWXiDwhe3lraNe+K9Wun/v2rrhLnin8n69TzakHTm4vW2qfdPb/ACfmFFFIBjuT9TmrIP43P+Dx3/k3L9jL/stnxD/9QWwr+AOv7/P+Dx3/AJNy/Yy/7LZ8Q/8A1BLCv4A646v8SXy/JHo4f+EvWX5hRRRWZvZdl/X/AAy+4KKKKAsuy/r/AIZfcFFFFAWXZf1/wy+4KKKKAsuy/r/hl9wV/smf8E2R/wAa6v2Bv+zKv2WR2/6IZ4E9v/re1f42df7Jn/BNn/lHV+wN/wBmV/ssf+qM8CVvQ3l6L8zkxW0PV/kj7UooorpOIK/yaf8Agv8A/wDKYP8Abez1/wCE+8GdP+yQ/Dz9PrX+stX+TT/wcAf8phP23v8AsfvBn/qofh3WFfaPq/yOnC/xJf4H/wClRPx1ooormO+y7f1/SX3BRRRQFl2X9f8ADL7gooooCy7L+v8Ahl9wUUUUBZdv6/pI/tm/4M0P+R3/AOCgP/Yq/s3f+nf41V/d1X8Iv/Bmj/yO/wDwUB/7FX9m73/5i3xq6/5Hp1r+7quyk704v1/Nnm4j+NP/ALd/9JiFFFFaGIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf4kvxh/5K58Uv+yjeN/8A1JtTrzmvRvjD/wAlc+KX/ZRvG/8A6k2p15zXnnrx2XovyPqD9kmXy/ijeJn/AF/hHVovrt1DRp8D1wIcn2BPQV+lFflh+zTfix+MXhlGfamoQa1p7nOAfM0e9nhUjjO65toFUf3mXvX6n1/M/i1SlT4npze1fL6FSOmlozq02r9/cv6H+yn0EcfTxXg1isNGV55fxVmeHnG+q9phsDiIu3RWrWT2bTe7YUUUV+Xn9q/qk/v1CiiijT520+9f5h/X9fgfmj+1lbPB8VI5WHy3vhfSLlPdUuNSsz/4/auK+Za+zv2yNKeLXfBeuBMx3mkalpTOoztfTbyK8VXPYuNVcoDy2yQjIU4+Ma/rngTERxPCmTTTXuYb2Lt0dCbpNPz91aab7H+CP0ncrqZR45+IOGqQlF1s3+vxutHDMMPQxsZJ9U1X0t59gooor68/BdwooooA674f2j33jvwXZxrua58WeHoQMZH7zV7NST/sqCWY/wAKgsSACa/Zqvyf/Z70h9Y+LvhCMLmKwurvV52ILCNNNsLm5iYjBA3XaW0SscYeRCOa/WCv538YcRGeb5bhk03RwUqjSeq9tVlGz7fwr2+fU/1o/Z+ZRUw/AXF+czhKMMx4jp4OnJppTjl+CpTk490pYxq60umujCiiivx8/wBAAooooA+RP2xJQPBPheDODJ4q84DPJEGk6ghOO4HngH/ex3r88q+4/wBsvUBnwDpStyB4g1GZM9idKtrVsZ7lbwZI7EA/er4cr+qfDOjKlwjgHJW9rUxNVJ72decU/RqN15PtY/w++mXmNPHePfFNOm1JYDC5Lg3JO6cllWFrSS7ckqzjJfzKR+s//BCn/lLh+wx/2V+T9PB3ik1/U3/weN/8m1fsbH/quXjz/wBQGD/Cv5Zf+CFHP/BXD9hn/sr036eDPFRr+pr/AIPG/wDk2r9jb/suXjz/ANQGGv0WP8Gf+JfnE/k6f+8U/wCuh/n+0UUVhLZ+j/I7af8AEp/44/8ApSP10+CH/JJvAf8A2AYP/Rs1eqV5X8EP+STeA/8AsAwf+jZq9Ur+Ls+/5Hebf9jDF/8Ap6Z/0U+Fv/JtuAv+yR4f/wDVXhgoooryT7wK/D24/wCPif8A67S/+htX7hV+Htx/x8T/APXaX/0Nq/cvBn489/w4L865/mf+0R/heF/+Lin/AN4ZDVqxvbnTb2z1GzkMN3YXVve2sq/eiubWZJ4JB7xyorD3FVaK/c6kI1ITpzScJxcJJq6cZrlaa6pp2P8AM7C4irhMTh8VQnKnWw1anXpTi7ShUpTU4Si1s1KKafRn7V+GNdtvE/hzQ/EVpgW+taXZalGgbd5RureOV4GP9+CRnhkB5V42BwQQN2vln9k3xV/bHw/vPDs0ha68J6rLFGpbJXS9XMl/aMSTnAvf7UiUH5UjijVeAFX6mr+M+IstllGd5ll8ouKw+KqKnfrRk+ejL505RZ/0OeEvGFLj3w54R4qpzjOpmmTYSeL5WmoY+jTVDH0r/wDTvF060NddLhRRRXjH6Lr8mtfvVjjPiJ4YTxn4I8T+GWQNLqmk3EdkXxtTUoALrTJCSQAItRgtpGJI+VTyMgj52/Y+Ro/CHi2N1ZJE8UKjo4KujrploGVlIDKVIIIIyCCOoIH15XkXw18K/wDCJeIPijZxR+XZan4vi8QaeANqNbaxpdrdSpEpACxQagb20QDgLbgDAGB9Vl+a8vDOeZNOWlSrg8bh4t6c8K0KddJdXKLpuy6Q2Pw/izgb23jL4a+IGFoe/g8Fn/D2Z1Ixu3RxGBrYzL5TaXuwpVKeLhd6c1eC3aPXaKKK+VP3AKKKKAPyn/aQ/wCS0eNP97w//wCotodeH17h+0h/yWjxp/veH/8A1FtDrw+v7L4X/wCSbyH/ALFGX/8AqLSP+ePxn/5O54l/9lxxN/6t8Uf6Zv8Awak/8opbL/s4v4x/+iPCFf0p1/NZ/wAGpP8Ayilsv+zi/jH/AOiPCFf0p19VT+CPofj1T45eoUUUVZB/jzf8FZv+Unv/AAUD/wCzwf2g/wD1Z3iSvz4r9B/+Cs3/ACk9/wCCgf8A2eD+0H/6s7xJX58VwS3fq/zPVp/w6f8Agj/6Sgr9hf8Agip/wTO8Gf8ABU/9pv4ifAXxz8T/ABR8KNK8FfAjxB8XbbxB4T0TSde1C+1DRviD8NfBkejT2msXFvbxWc1t46ur57mNzOs+nwRKhSWQr+PVf1df8GgH/KRj49f9mU+Ov/V6fs9U4JOcU9U2Kq3GnJp2aWj+aP0t1L/gzd+B0sBXSP23fivY3XO2bUvhL4Q1WAccZtrXxVo0jYPJxdrkcDB5r4C/aZ/4NDP2tfh3omseIf2Zfj/8Mv2jjpsD3Vt4I8T6Dd/BHx1rKgE/2focupeIPGngO61EEhUfX/GnhOwnRXkNzbyFLV/9Daiup0oPpb+t+/4nCq9VO/NfyaVj/Ei+K/wl+JnwL+Ifiv4S/GHwP4j+HHxJ8D6pNo3irwZ4s02fStb0a/iVZFS4tp1HmW11bSQ3unahbNPp+qadc2upabdXdhdW1zL55X+kL/wdN/sA+EPjn+xhc/tk+FfDFrF8cP2W7vRZ9d17TbONdW8WfA/xFrdtoXiXQNZeFUl1GDwVrGsab440i6vZJh4e0mz8aR2caLrt41f5vVc04ODs/kzupVFUjzWs07Neen4ahX2L+wH+1940/YS/a6+CP7T3gu4vWf4c+MbCbxfodnKsY8Y/DfVn/sn4heDLhJHS2kXxD4Tu9TsrGW6DR6brB03WYQt5ptrNH8dUVGxbSaaaummrep/t+eDfF3h34geEPCnjzwhqcGt+E/G3hvQ/F3hfWrQsbXV/DviTTLXWdE1O2LqjmC/029truEsqt5cq7lU8V0lfhl/wbkfH+6+Pv/BJf9nT+1tQl1HxF8FZPF/wB1uaWQyGG2+HWvT/APCDWC5yyx6d8LtY8B2UaMTtEHyYjKIv7m13p3SfdJ/ejyZLlbT6OwUUUUxH83P/AAdV/wDKJ7X/APsv3wZ/9KvEFf5ktf6bX/B1X/yie1//ALL98Gf/AEq8QV/mS1yVvjfojvwv8OX+N/8ApMQooorI6T/Qz/4J0f8ABu7/AMExf2jf2FP2UPjv8Ufhv8SNS+IvxY+B3gLxz4z1DTPi/wCNNGsLzxDr+i297qVxZ6VY3sdnp8Es8jGO1tkWGJTtRQAAPs//AIhc/wDgkT/0Sn4rf+Hx8ff/ACw+v+Rz97f8Ec/+UWP7A3r/AMMv/Cjj0/4pq0/w69O1fpRkeo46+1dcIw5YuyvaO/e0X/l+XkeZKrU5n78tG/6/Bfd5H88P/ELn/wAEif8AolPxW/8AD4+Pv/lh9f8AI5P+IXP/AIJE/wDRKfit/wCHx8ff/LD6/wCRz/Q9keo46+1GR6jjr7VXLDtHp+lvyX9MXtan88vv/rsvuP54f+IXP/gkT/0Sn4rf+Hx8ff8Ayw+v+RzPa/8ABr5/wSOs7q2vIPhX8VBPaTw3MLH44ePnUSwSLLGSp1AhgHQZU8EcEdc/0L5HqOOvtSDgDgfh0/z/AFo5IO3uxf8Awy/S39MXtan87+/+uy+4XAxjtRRRVkBRRRQB/nYf8Hg3/J/X7Of/AGaBoH/q5/jLX8l1f1o/8Hg3/J/X7Of/AGaBoH/q5/jLX8l1cVT45ep6dD+FD0f5sK+7P+CXP/KS7/gnr/2e5+yv/wCrx8DV8J192f8ABLn/AJSXf8E9f+z3P2V//V4+BqmO69V+Zc/gl/hl+TP9jNeg+g/lS0i9B9B/KlrvPJCiiigAooooAKKKKACiiigAooooAKKKKACiiigAr+Jb/g8w/wCRM/4J9/8AYz/tKf8Apq+CNf201/Et/wAHmH/Imf8ABPv/ALGf9pT/ANNXwRrOr/Dl8v8A0pGtD+LD1f5M/hIooorjPTCiiigD+0r/AINZ/wDgrCfBPiaH/gmp8ePEvl+EvGmpajrX7K/iHV7vbb+HfG+oSTap4l+Db3Nwwjg0zxvcPd+JPA8BaFI/Gja5okH23UPGmjWtr/etX+Hlomt6x4a1rSPEfh3VdQ0LxB4f1TT9b0LW9IvJ9P1XR9Y0q7hv9M1TTL+1eK6sdQ0+9t4LuyvLaWO4trmGOaGRJEVh/q0/8EOv+Co+j/8ABTP9kvTdY8Wahp9t+0x8GI9H8EftA+HrcQWsmp6m1pInhz4p6XYQiNIdA+JNnp93eyw28Fva6R4s0/xToNrAunadpt1e9FGf2H8v8uxw4mlyvnS0e/k9EvvP2gm/1Uv/AFzf/wBBNf4cdf7jk3+ql/65v/6Ca/w46K/2P+3v/bSsL9r+uwUUUVznYf6mH/Bsv/yhv/Zp/wCxo+P3/q+viLX74V+B/wDwbL/8ob/2af8AsaPj9/6vr4i1++Fd0Pgj/hj+SPKqfHL1CiiiqIEzzjv1/Cv8y7/g5v8A+CgmpftW/t0at+zt4R1kzfBL9ju61X4eWFpZ3Jex8RfGWcWq/FrxPeRxsI5brw/qtpD8NtOimE32AeE9ZvbCSJfEt/E/+id+1l8crP8AZm/Zg/aG/aFvo4J4vgr8GfiP8S7ezuSVi1TUvB/hLVdb0jRs5XdJrWrWllpMCBl3z3kabl3bh/i86/ruseKdd1rxN4h1C51bX/EWralruuareSGW81PWNXvJtQ1PULuQ/wCsub29uJrmeQjLyyu3esK8mkorrq/S+35nVhoXk5v7Oi9X1+78/S+T/n/P+f6UUUVzHd0L2l6Xqet6np2i6Lp19q+savf2ml6TpOl2lxqGp6pqd/cR2ljp2nWFpHLdXt/e3U0VtaWltFLcXNxLHDDG8jqh/sA/YI/4NLfjF8XPCuhfEr9ub4tXv7POma3BZanZ/BT4e6TpXib4uLpN5Ck4Xxh4o1eebwh8Pdc8tlYaHBofj+9tPO8jXF0TVLW60peo/wCDSv8A4J9+FviT45+K/wC358T/AA3Brdr8GtctfhV8AYdUtEuNMtPiZf6NBrnj/wAcwxTrtbXPB3hfWPDOjeG7kLPBaz+M9cvkWDWNI0u7tv76scjrx+v1renSUkpSv1svK63+78Tjr15Rk4Qdrbvrfeyvtb8T+XJ/+DRz/gmK2kjTk+If7YcV4B/yHl+KXwubVWO0AboH+B7aHgEFsJoyHJI3bcAfjv8At4f8GlXxo+EvhbW/iN+w/wDF6b9omw0aC91G8+DHj/RtM8I/FdtLtInm2eEPE2mXn/CIeP8AW2RWJ0a60j4f3Vx5Xk6MNZ1K5ttMb/QVorV0oP7KXpuYRr1YtPmclpo9rXV/wX523P8ADw1fSNW8P6tqeg6/pmo6Jrmiahe6TrWi6vY3Om6tpGq6bcS2eoaZqenXkUF5YahYXkM1re2V1DFc2txFLBPEkqMozq/tU/4O1v8Agnt4X8D6/wDCz/goR8MPDcOjn4l+IP8AhUf7Q8elWiRWWo+NotGuNW+G3xBvIbdP3era7oWh+IfCviXU5RHbXUugeDgwOq6hdz338Vdcs48snH+tT0Kc1UgpLruuzW6D/P8An/P9a/oR/wCDbr9v/Uf2Nv2/fCfwu8T639k+B/7XN7ovwd8d2d5cNHpukePbq6uIvg742UOyQQ3dj4u1M+D767uZobO18NeN9cv7re+m2Zh/nuq3YX97pV9Zappt3cWGo6bd29/p99aTPBd2V9ZzJcWt3azxsskFxbTxpNDLGyvFIiuhBUGlF8rTXR3HOKnFxezX/BX4n+4r/P8AQ/zx/Oivl39iT49j9qP9j/8AZm/aHkMH9ofGH4IfDfx1r8Ntt8ix8Wa34W02fxfpcflgIBpPij+19MOxVQG0O1VA2j6iruTuk+6ueTsFFFFMD8bf+Dgn/lDv+25/2JPgH/1dHw1r/Jxr/WO/4OCf+UO/7bn/AGJPgH/1dHw1r/JxrlrfF/XZHfhf4cv8b/8ASYhRRRWJ0/1/X3n+ix/wQD/4JrfsD/tEf8Er/wBnr4tfHH9kr4IfFL4l+I9b+Ndvrvjfxn4J03WfEWqw6H8bviDoWkRXuo3KNLOmnaPp1hptoGJEVpaQQrhY1x+yzf8ABGj/AIJWMrKf2Cf2acMCDt+G+kIQCMEqyKrK2OjKQwPIIPNfI/8AwbPEj/gjX+zBjk/8JD+0B/60J8Ta/equ2MYuMdFqovbrZf5I8ypKSnJc0l73d7r5n4hfG7/g3X/4JJfGjw/qGlR/sv2Hwk1u5tpIdP8AGfwW8W+LvBGuaJM8bol3ZaOdY1TwJfzRs4kWPxB4O1q1LIpa3bnP+dx/wVR/4J3+M/8AgmR+1z4q/Zx8Sa6fGXhi50TS/iF8JvHzWS6bL40+GXiS71Oy0jUdQ05JZo7DXdJ1jRNd8LeIbaGV7VtZ0G8vNPJ0u8sHf/YDHTuevXk9a/ze/wDg7U+OfgL4m/8ABQb4c/DHwbqVhrGs/AL4D6P4V+I15YsJDpXjPxd4o8QeNI/CdzOrGOS50jwrqfhnVp448/ZLnxHPYzlby2uYYc6sYqN0kmmrfgvySNMPOfPytuSa2b2t11vb0P5ZKKKK5jvPun/gmJ8RtS+E/wDwUW/Yf8eaXP8AZ5dI/ak+CVnftuKCXw/4i8f6H4Z8UWjOCCi33hvWNVs2b5lVbgsysoKH/Y3ByAfUZr/G+/4JofDzUfir/wAFDv2IvAemQNcS63+1P8DZL0LG8vkaHo/xF8P674kvXjQZePT/AA9pmqX8q5CmK2fcyKGZf9kGumhtL1X5HDirc0O/K7hRRRW5yn88P/Bwz/wTO/aZ/wCCl/wg/Z18E/s0Q+Aptb+GPxJ8W+KfE48eeLH8KWi6XrXhe10myOn3CaXqhu7j7XC/mwmOHy4trh2ztH8p3/EKX/wVa/58f2deP+qxTf8AzIc/hX+mfRWcqUZNyd7u34W/RP7/ACNYVpwioxtZX3V93c/zMP8AiFL/AOCrX/Pj+zrx/wBVim/+ZDn8KX/iFK/4Kt/8+P7Ov/h45v8A5ka/0zqKn2MPPp+l/v19LlfWau/uvpt0bV/y/O3S3+I18U/hz4j+D3xO+I3wk8YCxXxb8LfHfi/4c+KV0u6N9pi+I/BHiDUfDOuDT70xQG8sRqemXQtLowQm4txHMYoy+wcJX1v+39/yfh+2uf8Aq7f9pD/1cfjL+XbvXyRXKegtUvRBX39/wT+/4Jr/ALSn/BSzxx48+Hv7NMXgSbxD8OPCll4y8Rr488VP4Ushot/rEGiQGxul0vVPtV19uuIw9uYotsWZBI2MV8A1/YX/AMGdP/J137XX/ZvXhn/1ZGl1UEpSSezZFWTjCUouzS6q/VfpdfPyPkb/AIhSv+Crf/Pj+zr/AOHjm/8AmRpP+IUv/gq1/wA+P7OvH/VYpv8A5kOfwr/TPoro9jHu/wCrf8H7/I4/rNXvH7v6/pvyt/mYf8Qpf/BVr/nx/Z14/wCqxTf/ADIc/hX+iB+xx8L/ABR8D/2RP2V/gt44XT08a/CD9nD4H/C/xgmk3h1DSl8UeAPhl4X8J+IF0y/MNub7T11bSbsWV4YITc23lTGGPfsX6Poq4U1C9r6/1+evzM51Z1LKVtL2srb2/wAgoooqzMK/yaf+DgD/AJTCftvf9j94M/8AVQ/Duv8AWWr/ACaf+DgD/lMJ+29/2P3gz/1UPw7rCvtH1f5HThf4kv8AA/8A0qJ+OtFFFcx3n7C/8ELv2Ofgb+3Z/wAFA/B37Pn7RGi61r/wz1n4dfE3xHfaboHiLU/C2ovqnhjw9/aGkSpq+kSw3sccV180sKyeXOvySArxX9vv/ELn/wAEif8AolPxW/8AD4+Pv/lh9f8AI5/km/4Na/8AlLh8Of8Asj3xt57ceEcnr6V/p75HqOOvtXRRUXF3s3zdf+3f1scOInONRpSaVla333+/8j+eH/iFz/4JE/8ARKfit/4fHx9/8sPr/kcn/ELn/wAEif8AolPxW/8AD4+Pv/lh9f8AI5/oeyPUcdfajI9Rx19q15Ydo9P0t+S/pmPtan88vv8A67L7j+eH/iFz/wCCRP8A0Sn4rf8Ah8fH3/yw+v8Akcn/ABC5/wDBIn/olPxW/wDD4+Pv/lh9f8jn+h7I9Rx19qKOSGmi01X3L9Lf0xe1qfzy6dfT8tPu8j84/wBg3/glV+x3/wAE3NQ+JmqfsseE/Fvhi7+Lll4UsPGr+JvHfiDxkl5beC59fuNBWzj1y4nXT2gl8TasZ3ttpuVmiWXPkR4/Ryj/AD/nPFFUkkrLRIltttt3b7/cFFFFMQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf4kvxh/5K58Uv+yjeN/8A1JtTrzmvRvjD/wAlc+KX/ZRvG/8A6k2p15zXnnrx2Wm8Vr22/wCCdV4G1seG/GXhbXi+yPStf0q9nbOM2kN7C12hODhZLXzY2PXa5xX7OghgGBDBgCCDkEHkEEZBBGMEcHqK/Div1u+B/i1PGXwy8M6iZhLfWFkmhark7pFv9IRLVnmwSPNu7Zba/wA5+5docLkqPxHxiyyU6OWZrCN40pVMJXkuiqWnRv2Scaib7yS6n+kn7PzjOlQzLjLgbEVYxnjqGFz7LqcpJc08K/qmPUE/inKFTCTaV3y0pSei09aooor8F/r7z/UUKKKKP6/IPTpr+J4B+0l4Nl8XfDS+uLOEzan4XnTxDapGoMktrbRyQ6rCvBLKNPmmuwigtLLZwooLMM/lt/n/AD9O/r/L9x2VXUoyhkYFWRgCrKwwylTkEEcEEYI4PFfmf8e/gbfeBdTu/E3hyykufBd/M1w626F28OXEzkvZ3SIMpppc40+8I8uNGSyuGE6QyXf7h4U8UUKEKvD2OqxpOdWVfATqSUYylNL2mHTeik5L2kFpdufW1/8ANX6cXgnm2Z4nCeKvDeBq42NHB08u4ow2FpOpXp08O28Hmfs4JznTjCTw+Ikk3ThCjJrlUmvmiik/n/n+Y59s96Wv3dbabdPQ/wAwba22d9b99tewUUf5I75/P/PH4+s/Cf4R6/8AFHWY4LWKax8PWs0f9ta+8REFrDkO9taFwEutTljIENsm4Rb0nufLg+ZuPMMwwmV4WrjcbXhQoUYucpzaTfKr2it5Se0Yxu2z6LhXhXPeM88wPDvDmX4jM80zGtTo0KGHpyny884xdWrJLlo0aafNUqzahFJpu7R9KfsheCJYINf8fXkRUXqf8I/orMuPMt4po7nVrlNw+aNrmGztYpEwBJbXsbHIIH23WVoei6b4c0fTtC0e2Sz0zS7WKzs7dOiRRLjc7YzJNIxaWeZ8yTTSSSyFndidWv5D4nzqef51jMyknGnVmo0IP7FCmlCkvJuKUpW05pNrc/3z8GPDjD+FXh3w/wAH05Qq4rBYb2+aYiC0xGaYp+2xlRPeUI1ZOlSb1VKnBPYKKKK8A/UwoorL1vWLHw/pGqa5qUohsNIsbrULuTjIgtYXmcICRukcIUiQfNJIVRQWYA6UaU69WnRpxcqlWcacIxV3KU5KKSXVtuyObG4zD5fg8Xj8XVhRw2Dw1bFV6tSSjTp0aFOVWpOcnpGMYRk2+lj82P2pdeXWfirdWUcgki8OaRpmkYUkoLh0l1W5x2MivqQglI5DQCNuY8D5yrW1/WLvxFrmsa9enN3rOpXup3AB3BZb25kuXRSQP3cfmeWgAAWNVChQABk1/Z2RZesrybLcAt8NhKNOb01qKEXVenebk/mf87fidxTLjXj/AIt4pbk4ZznuYYvDqV24YSVaUcJT16U8PGnBeSXSx+tH/BCcZ/4K4/sM/wDZXpz+XgvxUf6V/U1/weN/8m1fsb/9ly8ef+oDDX8s3/BCb/lLj+wz/wBlduP08FeKzX9TX/B43/ybR+xv/wBlz8d/+oDHXuR/gz/xL84n51P/AHin/XQ/z/KKKKwls/R/kdtP+JT/AMcf/Skfrp8EP+STeA/+wDB/6Nmr1SvK/gh/ySbwH/2AYP8A0bNXqlfxdn3/ACO82/7GGL/9PTP+inwt/wCTbcBf9kjw/wD+qvDBRRRXkn3gV+Htx/x8T/8AXaX/ANDav3Cr8Pbj/j4n/wCu0v8A6G1fuXgz8ee/4cF+dc/zP/aI/wALwv8A8XFP/vDIaKKK/dv6+4/zH/r+vxPo/wDZc8U/2B8TYNLmlKWXiuwudHkDHEYvoV+36dIcn/WNJbS2MOOS1/jA3bl/TmvxI0jVLrRNW0zWbFtl9pN/Z6jaOSQFubG4juYS2DnAkiTOCPlyO9ftHoerWmvaLpOuWLBrPV9OstTtjkE+Re20dzGGI4DKsgVx1VwwIBBFfzz4vZV7DM8FmtONoY2i6NZpL+NQas5PvKnOMY+VNn+sn0BOOf7T4O4k4FxVbmxHDuYwzPL4Tlr/AGfmkWqtOlG9+Shi6FSpOy0lil/MjUooor8d/r+vvP8AQQKTaoYsFAZgAWwNxCklQT1IUsxAPALHHU0tFF2tr62vrbr+m4rJtNpNp3TtqntddnbqgooooGFFFFAH5T/tIf8AJaPGn+94f/8AUW0OvD69w/aQ/wCS0eNP97w//wCotodeH1/ZfC//ACTeQ/8AYoy//wBRaR/zx+M//J3PEv8A7Ljib/1b4o/0zf8Ag1J/5RS2X/Zxfxj/APRHhCv6U6/ms/4NSf8AlFLZf9nF/GP/ANEeEK/pTr6qn8EfQ/Hqnxy9QoooqyD/AB5v+Cs3/KT3/goH/wBng/tB/wDqzvElfnxX6D/8FZv+Unv/AAUD/wCzwf2g/wD1Z3iSvz4rglu/V/merT/h0/8ABH/0lBX9XX/Bn/8A8pGPj1/2ZT46/wDV6fs9V/KLX9XX/Bn/AP8AKRj49f8AZlPjr/1en7PVVT+OPqTX/hT9F+aP9GaiijHI68fr9a7TzD5w/bF+G9t8Y/2SP2ofhNdxpJB8S/2evjL4EYSLuEb+Kvh34i0SGdeCVktp72O4hkT95FLEkkZDopH+LdX+4XrsFtdaJrFref8AHnc6VqEF3xn/AEaa0mjn47/umfjv0r/D0rnr7xfr+Fv8ztwr0mvNMKKKK5zrP9BX/gzq8dXGo/sp/tcfDV7hntvCP7QXhnxtBasciCX4hfDnTNDnlUHlRcL8NIFIGBm3Jxkmv7C6/iU/4M0BcDwd/wAFAy3NqfEv7NYhH/TwNK+Nxufb/Vm0Hb1PYV/bXXZS1px+f4No82vpVn8vximFFFFaGJ/Nz/wdV/8AKJ7X/wDsv3wZ/wDSrxBX+ZLX+m1/wdV/8ontf/7L98Gf/SrxBX+ZLXJW+N+iO/C/w5f43/6TEKKKKyOk998P/tXftSeE9E0rwz4V/aT+Pvhnw5odjb6Zonh/w/8AGL4iaNomj6baIIrXT9K0rTvEdtYafY20arHb2lpbwwQoAkcaqAK2P+Gz/wBsP/o6/wDaV/8AD6/FH/5qa+aqKd33f9f8MhWXZfcj6V/4bP8A2w/+jr/2lf8Aw+vxR/8Ampo/4bP/AGw/+jr/ANpX/wAPr8Uf/mpr5qopXfd/1/wy+4OWP8sfuX9dF9x9K/8ADZ/7Yf8A0df+0r/4fX4o/wDzU1/Wv/waT/HX43fFr9pD9rPTfir8Y/ip8TNP0j4I+D73SbD4g/ELxd4zstMvZvHiwTXmn2viPV9Sgs7qWD9zJcW0cczw/umcp8tfxJ1/Yx/wZzf8nO/tif8AZB/BX/qwVq6b9+O+/wCn/AX4GNdJUp2SXw7JfzR/Q/0COcjpjv6+2KKKK7TzgooooA/zsP8Ag8G/5P6/Zz/7NA0D/wBXP8Za/kur+tH/AIPBv+T+v2c/+zQNA/8AVz/GWv5Lq4qnxy9T06H8KHo/zYV92f8ABLn/AJSXf8E9f+z3P2V//V4+Bq+E6+7P+CXP/KS7/gnr/wBnufsr/wDq8fA1THdeq/MufwS/wy/Jn+xmvQfQfypaReg+g/lS13nkhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV/Et/weYf8iZ/wT7/7Gf8AaU/9NXwRr+2mv4lv+DzD/kTP+Cff/Yz/ALSn/pq+CNZ1f4cvl/6UjWh/Fh6v8mfwkUUUVxnpihWYkKCcAtgDJAUFnPHZVBJPQAFjxSH/AB/Tt/nj8xX6qf8ABEfwD4N+Kn/BUf8AZP8Ahp8RPDmmeL/Afj7X/iL4Q8Y+FtZg+06V4g8N+Ifgz8RtL1nSb+AlS1tfWFzPbyGNklQP5kMkcypItP8A4K7/APBNrxn/AMEyf2uvFXwcvF1PWPhB4s+1eOP2ffHl9GXHin4b397IkOk6jexoltJ4x8C3THwx4vgSO2kmu7ay8RQ2Fpo3iXRvNdnbm6Xt91v80Tzx5uS/vNXt6H5b1+gf/BMn9v8A+Iv/AATb/a08BftFeCTe6t4bglHhb4v+AYLr7PbfEf4U6zd2reJ/Dcm90t01a1+y2viDwnfzkw6Z4r0fR7u5S409b6yuvz8o/wA/j1z9aE2mmt0NpSTTV01Zn+2d8HPjH8Of2hPhF4C+N3wj8S2Xi/4bfFDwjpnjHwd4hsGPlX+j6xaLcQrcQNiew1KykMun6xpV4kOoaPq1re6XqMFvfWdxBH/iY1/Xv/wa+/8ABWL/AIUf8SP+Hefx18S+R8I/jPrs97+z5rmr3f8AofgD4y6y/wDpfgHz7l9tn4b+LM+z+yLZJFt7L4kLBHb2b3Pj3Vr63/kIrSpJSjB9feuuz9056EHTnUi7tJqzt0dra99NQooorI6T/Uw/4Nl/+UN/7NP/AGNHx+/9X18Ra/fCvwP/AODZf/lDf+zT/wBjR8fv/V9fEWv3wruh8Ef8MfyR5VT45eoUUUVRB+F3/ByP4/n8B/8ABHj9qZLOeS21HxvdfCDwBZyxsykwa/8AGXwJPrsDlcEx3nhfTtds5FJCstwQ24ZVv8rCv9Of/g6hW7P/AASW8Ytbj9ynxx+CrX5JIxaHXNQRDxkHN89kMHA5znIAP+YxXJWfv27Jfid+F/hy/wAb/KIUUUVkdJ/q0/8ABuv8LbX4Wf8ABIP9k6BI411Px7p3xA+KWt3EYCi7uvHHxL8W6hpEjjAJktvCUfhvTHLFizWOQQpVF/bevzQ/4I1pZJ/wSt/YIWwOYP8Ahmb4Zu5wB/psmiRS6kOCemovdDPU4yQCcD9L67ofBH/CvyPJk7yk33YUUUVRJ+NH/BwR8MbH4qf8Eh/2x9Mu0QXfhHwd4X+J2kXRQvJZ33w2+IXhTxbcPDjO177RdM1bSJXIIW21K4+6cMv+TtX+v7/wWGntIP8Agln+33Jeqrwt+y18XIUDHA+13PhW+t7BwfVL+W2kUd2UDvmv8gKuWuveT7o7sL8El/e/NL/IKKKKxOo/1Nv+DaHxzN4z/wCCPP7N1jdSST3XgLxD8a/A0s0rM7PBa/GPxr4h0yLLE4jstG8SadYQoOEgtYkxkGv3qr+cD/g1ZhuYv+CTfhd5zmK5+O3xonshg8Ww1TSLdx7/AOmW923Hcnvmv6P67ofBG/8AKvy0/A8qorVJr+8/+HCiiiqIPxt/4OCf+UO/7bn/AGJPgH/1dHw1r/Jxr/WO/wCDgn/lDv8Atuf9iT4B/wDV0fDWv8nGuWt8X9dkd+F/hy/xv/0mIUUUVidJ/Sp/wTu/4OSvi7/wT0/ZL+G/7J3hT9mL4cfEjQ/hzfeOb+08X+IfHfifRNW1N/HHjvxH46uY7jTdO0m6s4FsLjxFLp8Bjncyw2sc0gWSRkX7Uuf+Dx39oh4JVs/2L/gxBdMhEE1z8SPG91bxycbWmtotKspJk65RLqAnJxIvFfxr5/zgf5/z7CirVSaVk7aW+63+Rk6NNttxu3q/nZ2+W39K39Hv7QX/AAdL/wDBUj406Xqvh/wTrvwh/Zw0nU4XtDd/BvwDcTeLorGQkSLH4q+JWv8Aj+4sb+SMmNtX8PWWgX1ucS6c9hcKsw/nW1zXNa8T61q/iTxJq+qeIPEXiDU77Wtd17W7+61XWda1jU7qW91LVdW1S+lnvdR1LULyea7vr68nmubq5lknnleWR2bLoqXJy3bZcYQj8MVH0+X+QUf5/wA/5H4VbsLC+1W9tNN0uyu9S1HULmGysNPsLaa8vb28uJVht7S0tLdJJ7m5nmdIoYIY3llkZURWZgD/AE2f8Euf+DaL9qf9qzxP4b+JP7YHh3xR+y7+zbbz2Oq32j+JLVdG+OXxM0/cs50Twz4N1COTUfAFjfRL5N74s8eafYXdpDcwXHh7wz4kDzT2BGMpOyTf5fP7wlOME3JpW6X1+7f8D6c/4NOv+CeXiHx38dvEv/BQzx9odzZfDn4Maf4j+H3wRur6Hyk8V/FnxXpEuheMNf0oSoxutH8CeBtW1bQ7q6VFt5/EfjC2jsLyS88M6xa2/wDoG15v8IPhB8NfgH8MfBHwa+D3hDSPAPwz+HXh+y8MeDvCehQtDp+j6RYKdiB5Xlury9up3mvtV1XUJ7rVNY1S6vdV1W8vNRvbq6m9IrthHkjb5v1PMqTdSTk+uy7JBRRRVEBRRRQAUUUUAf4y37f3/J9/7a//AGdv+0h/6uPxnXyRX1v+39/yff8Atr/9nb/tIf8Aq4/GdfJFeeevHZei/IK/sL/4M6f+Trv2uv8As3rwz/6sjS6/j0r+wv8A4M6f+Trv2uv+zevDP/qyNLq6fxx9TOv/AAp+i/NH+grRRRXaeYFFFFABRRRQAV/k0/8ABwB/ymE/be/7H7wZ/wCqh+Hdf6y1f5NP/BwB/wAphP23v+x+8Gf+qh+HdYV9o+r/ACOnC/xJf4H/AOlRPx1ooormO863wT4/8efDTXovFPw48beLvh/4nt7e5tIPEfgnxJrPhTXobS8j8q8totY0K9sNQjt7qL93cwpcLHPH8kqsvFe0f8Nn/th/9HX/ALSv/h9fij/81NfNVFF3/Xy/yQmk90n6pf10R9K/8Nn/ALYf/R1/7Sv/AIfX4o//ADU0f8Nn/th/9HX/ALSv/h9fij/81NfNVFF33f8AX/DL7g5Y/wAsfuX9dF9x9K/8Nn/th/8AR1/7Sv8A4fX4o/8AzU0f8Nn/ALYf/R1/7Sv/AIfX4o//ADU181UUXa2b6dbdvy/QXLH+Vfcv66L8D/Z3/YU1XU9d/Yi/Y41vW9Sv9Y1rWf2Vv2etV1fV9VvLjUNU1XVNR+EnhC81DUtSv7uSa7vr++u5prq8vLqWW4ubiWSeeR5XZj9U18j/ALAH/Jh37E3/AGaP+zd/6pvwZX1xXfHZei/I8p7v1f5hRRRTEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH+JL8Yf+SufFL/ALKN43/9SbU685r0b4w/8lc+KX/ZRvG//qTanXnNeeevHZei/IK+q/2VviHH4b8VXPg7U5hHpni5oVsJJH2x23iC2V1tk5wq/wBqwsbIkZZ7uPTowArMw+VKkhmlt5oriCSSGeCRJoZonaOWKWNg8csciEMkkbqro6kMrAEEEV5Ge5RQz3KsZllde7iaTjTna7p1otSpVFo37k0npva2zZ994Y8eZl4accZBxlljlKrlGMhUxNBScVi8DU/dY3CS12r4edSCbvyScZpXimfuJ6+34d+/Xp+p44zwV4V8Cvi3bfEvw2lvqE8SeL9Fhjg1q1+VHvolxHDrVtENu6C64F0sahbW+LxlI4ZrQy+61/H2aZZisox2Iy/GU3Tr4epKEk0+WUV8NSD2lCa96LWlj/oB4K4yyPj7hnKuKuHsXTxeXZrhadeDhJOdCo4p1sLiIpt06+HqN06tOWsZR7NNlFFFeefVBTJYo5o5IZo0lilRo5YpUWSOSN1KvHIjAq6OpKsrAqykggg0+inGUoSjOEpRlFpxlFuLTuveTVmmrXTTuRUp061OpRq04VaVWDhUp1IRnCcJK0oSjJOMoyTalFppptNM+efFX7Mnwv8AEs815a2V/wCGLuZzI7eHrmK3s2kP/UMu7e7sYIh18qwisl4yMEknzd/2NtCL5j8b6sseT8j6RZyPjsPMW7jXI7ny8H0FfZ1FfU4XjfinB0o0aOcYr2UUlGNSUanKlokpTi5fe2fiGefRt8E+IcbUzDMOAMlWLrTdStVwtOphPbTlLmbnTozjS1eloQiraKx8weHf2T/hvpM0dxq9xrfiWSPafs99dR2WnFlOQTBpsVvdMDgBo5L+SJl+VoypIP0jpumado9lb6bpNhaabp9qgjtrKxt4rW1gQc7Y4IUSNcklmIXLMSzEsSTeory8zz7OM4kpZlmGJxaj8MalR+zj6QjaPTdpvzPtuDfDHgHw/pyhwfwtlORSqRUatfCYaP1mr358TUc62u8lGcYt7x0ViiiivJPvAooooAK+Nv2sfiLHYaRafDvTZgb3WfJ1LXjG/NvpdvMJLGzfHSS/vIRcOu4MlvZqHRo7xGr6N+I/xA0b4b+GL3xDqsiPKqNDpWmiQJcarqbq32ezh4Zgm4ebdTqjrbWqSzMrFVRvyO8SeIdV8Wa7qXiLW7g3Wp6rcvdXMmMIpICxwwIS3lW1tCqW9tCGIigjjjBIXNfq/hhwtUzLMI53i6TWBwEr0FOOlfFqzja+8aN+ZtfbUVrZn8K/TR8b8LwlwpW8OcjxkZcTcUYd080dCac8syOeleNXld6dbMEvY04P3vYOrOyTi3iYHpx6dqKKK/pE/wAgbt3v/wAP/Wx+tX/BCX/lLl+wz/2Vy5/9QnxZX9TX/B43/wAmz/scf9l08df+oBHX8sv/AAQl/wCUuX7DP/ZXLn/1CfFlf1N/8HjX/Js/7HB/6rr45/8AUAT/AAraP8Gf+JfnE5Z/7xT/AK6H+f1RRRWEtn6P8jtp/wASn/jj/wClI/XT4If8km8B/wDYBg/9GzV6pXlfwQ/5JN4D/wCwDB/6Nmr1Sv4uz7/kd5t/2MMX/wCnpn/RT4W/8m24C/7JHh//ANVeGCiiivJPvAr8Pbj/AI+J/wDrtL/6G1fuFX4e3H/HxP8A9dpf/Q2r9y8Gfjz3/Dgvzrn+Z/7RH+F4X/4uKf8A3hkNFFFfux/mOFfpl+yv4q/t34ajRp5d954T1K400qx3SHTrwtqGnSMc5CK013ZRDjEdkqgYUE/mbX0/+yh4q/sT4iT6DNJstPFmlzWiqTtU6npgkv7F2OcZ+yrqVvGDy0lyijk7W+D8R8q/tPhjGOEeatgXHG0u6VK6q+dvYyqO3VpdT+nvoi8cf6l+NPD8a9b2WX8TRq8N428rRbx7g8C7P3brH0sMrvVQlOz1Z+lNFFFfynr136+p/uV0/r+tQooooAKKKKACiiigD8p/2kP+S0eNP97w/wD+otodeH17h+0h/wAlo8af73h//wBRbQ68Pr+y+F/+SbyH/sUZf/6i0j/nj8Z/+TueJf8A2XHE3/q3xR/pm/8ABqT/AMopbL/s4v4x/wDojwhX9KdfzWf8GpP/ACilsv8As4v4x/8AojwhX9KdfVU/gj6H49U+OXqFFFFWQf483/BWb/lJ7/wUD/7PB/aD/wDVneJK/Piv0H/4Kzf8pPf+Cgf/AGeD+0H/AOrO8SV+fFcEt36v8z1af8On/gj/AOkoK/q6/wCDP/8A5SMfHr/synx1/wCr0/Z6r+UWv6uv+DP/AP5SMfHr/synx1/6vT9nqqp/HH1Jr/wp+i/NH+jNRQDn1H160V2nmHj/AO0L42tfhp8Avjj8Rr24js7PwB8H/iX43u7uYgRW1r4U8F61rtxcSk5AihisGkkLDARTniv8T+v9Qf8A4OVP25fDH7Kn/BOz4g/B+x1y3T4y/teafffBrwV4ehuIjqUfw/1D7Kvxk8V3lnkSnQLfwXcXPgtrhSrDX/HGhhFnhivRF/l8Vy13eSXZfn/Vvkd2Fi1GUu7svlv+P5BRRRWJ1H9/v/BnH4Tns/2b/wBsvx0yn7N4j+NvgDwnExX5TP4M8CXer3Cg9ysfjy2LLn5QynjeCf7I6/nl/wCDX/4G3fwd/wCCT3w48R6np0mmap8f/iZ8T/jZcQ3EXl3Umn3ep2Pw28NXkmRk22p+GPhto2sacclJLDUoLhAPPav6Gq7aatCK20v9+p5dV81Sb8/XZJfoFFFFWZn83P8AwdV/8ontf/7L98Gf/SrxBX+ZLX+m1/wdV/8AKJ7X/wDsv3wZ/wDSrxBX+ZLXJW+N+iO/C/w5f43/AOkxCiiisjpP7vv2B/8Ag2C/YE/al/Yt/Zj/AGi/iD8Wf2vNI8b/ABn+DXgn4h+KdM8H+P8A4Oaf4Wsdb8SaRBqF9baBY6z8BNf1W00uKaVktINQ1vVLqOMKJr2dwXP11/xCDf8ABNT/AKLV+3B/4cv4E/8A0Nn1/wAjn9gP+COf/KLH9gf/ALNf+FH/AKjVnX6UV1xpwcYvlXwr8jzHVqXfvy3fXzP5V/8AiEG/4Jqf9Fq/bg/8OX8Cf/obPr/kcn/EIN/wTU/6LV+3B/4cv4E//Q2fX/I5/qooqvZw/lQva1f55fefyr/8Qg3/AATU/wCi1ftwf+HL+BP/ANDZ9f8AI5/Sf/gmv/wRQ/ZV/wCCWnjv4k/EH9n3x58f/F2tfFHwlpfg3xBbfGHxX8PPEOl2ml6TrA1u2n0eHwZ8LPh/d29+92PLnlvb3ULdrf5EtY5f31fsDRQoQTuopNClUnJNOcmna6b7O4UUUVZAUUUUAf52H/B4N/yf1+zn/wBmgaB/6uf4y1/JdX9aP/B4N/yf1+zn/wBmgaB/6uf4y1/JdXFU+OXqenQ/hQ9H+bCvuz/glz/yku/4J6/9nufsr/8Aq8fA1fCdfdn/AAS5/wCUl/8AwT2x/wBHufsr9f8AsuPgfI7ZPv6+p4qVuvVFz+CX+GX5M/2M16D6D+VLSZ+7joR78DHH+TS13nkhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV/Et/weYf8AImf8E+/+xn/aU/8ATV8Ea/tpr+Jb/g8w/wCRM/4J9/8AYz/tKf8Apq+CNZ1f4cvl/wClI1ofxYer/Jn8JFFFFcZ6Z+wf/BAj/lL/APsQf9lD8Wf+qp8f1/okf8Fgv+CavhH/AIKb/si+J/hLJHpmk/GjwT9t8dfs9+Ob5ViPh34h2li8f9ganfIj3EPg3x/Zxjw14rhVZ4bYSaV4nWxvdU8L6Si/52//AAQI/wCUv/7EH/ZQ/Fn/AKqnx/X+s4DkA/zrpopOEk9nJ/kjhxDcakWnZpXX4H+IX478DeL/AIY+NfFvw5+IHh7U/CXjnwJ4j1nwj4v8L61btaat4f8AEnh/UJ9K1rR9RtmyYbzT9Qtbi2nQFl8yMlXZCGPKV/dp/wAHTf8AwSdGuaZL/wAFL/gN4Z3axoltpWhftX+HNFtN0up6Hbpb6P4V+NiWsCb3utBiWw8I+P5oxKW0IeGPEMkFra6D4o1Of+Esc+nbH4/5zngVhOLg7M66dRVIKS9Guz6rUsWl3dWF1bX1jc3Fle2VxDd2d5aTSW11aXVtIs1vc21xCyTQXEEyJLDNE6SRSIroysoIr0UVJYUUUUAf6mH/AAbL/wDKG/8AZp/7Gj4/f+r6+ItfvhX4H/8ABsv/AMob/wBmn/saPj9/6vr4i1++Fd0Pgj/hj+SPKqfHL1CiiiqIPwu/4ORvAV/47/4I8/tTf2ZF5974NufhD48EOwszWHh34x+Bf7clUj/V/Y9AvNVv3fBBjtXjOA+5f8rCv9pP9r/4E2/7T/7K37Rf7O9xNFat8afgv8R/hvY30+PK0vWfFXhXVNK0HWDuV1DaNrVxYaohKOA9opKsBg/4v+uaLqvhrWtX8O69YXOla5oOqX+i6zpd5GYrvTdW0u7lsdR0+7iPMVzZ3kE1tPGfuSxsuSRXNXWqdt1r8ml+qO7Cv3ZR6qV/vSX6GZRRRWB1H+r3/wAG9PxMs/if/wAEg/2P76B0F54P8NeNvhpq9srb3tLzwB8S/GPhyySU7mw95oNno2qqn8MWoxDC/dH7S1/Cn/waMft4+HNAvPjL/wAE/PiD4ji03UfGGtv8b/gBbalcpHDrOsw6Jb6T8WvBmmSTurf2mdF0Hwz4z0fRbXctzZ6Z491Xy45Ladrn+6yu2m04K3RJP1SVzy6seSpKPndeaev/AAPVbhRRR/n1/wA9/wBKszPxe/4OFPiVb/DD/gkD+2LqLvH9t8W+GPBPw10u3ZgrXdx8Qvif4L8L6gkWSAZLTQL/AFnU2XOTFYSbQWwD/lAV/cr/AMHeP7cHh67074HfsBeCfEMN9r+na+nx6+OVhp1zG40JYtGvtC+EvhfWGgdyt9qltr/irxjfaHeCGa1sYfA+utDLFqunTp/DVXJWd56O6S/4c9DDRtTbf2pX+Vlb/P5hRRVqysrzUry00/T7We9v7+6t7Kys7WJ57m7vLuVYLa1t4Yw0k088zpFDFGrPJI6ooLEA5HQf6n//AAbZ+A7vwN/wR5/Zel1BDFe+Nr74w+O5ISm0xWmtfGPxza6M4bAMgu9B0zS79XIGFu1jGQgY/uvXzH+xX8Bov2Xf2Rv2bP2eEEZufg78FPh14D1ieJ1kjvvEuheF9OtvFOqK6Exn+1fEY1TUm8v90GuiIv3YWvpyu6KtGKfSKX3I8iTvJvu2FFFFUI/G3/g4J/5Q7/tuf9iT4B/9XR8Na/yca/1jv+Dgn/lDv+25/wBiT4B/9XR8Na/yca5a3xf12R34X+HL/G//AEmIUUUVj1+T++6t+Fzp6+Wv6W/U/or/AGD/APg3B/aT/wCCgf7IfgP9rP4VfHz4H+ENM+Id145stF8FfEG18eWl/a3Pgfxv4i8DXP8AamteHPDniK3hgv7/AMOzXkEtpp97JDaXMQkheZHjP5l/t4f8E0P2v/8AgnF400vwl+098Nv7B0zxM94PA/xH8MajH4n+GXjtdPEbXq+HPFVrFD5eo2iSxzXfh3xBY6F4os7WW3vbvQ4LK6tbif8A0QP+DZ3/AJQ1/sv/APYw/tAf+tCfE6v0Z/4KBfsUfDT/AIKCfsp/FL9mT4l29rBD4x0h73wR4tksorzUPh18StIimuPBXjvRywWdLjRdUYRapbWs9pJrnhq+13w1cXKafrV4r9HsU4JxvdxT1d7t2/4Pc4nXlGq02nDma2s7aWei12/4DP8AGvor1H43fBz4gfs8/F74k/A34qaJJ4e+Ivwo8Z6/4E8X6TIXeODWvD2oTafcTWVw0cYvtJvxCl/o2pxJ9m1XSrqy1G0Z7a6hdvLq59jtTurrZ6o/YH/gmL/wWR+Nn/BMvxBajwd8H/gB8VPAdzqL3HiPTPFHwu8HeG/ipdWV3IW1GHRPj54X0C1+I8F28beRpyeNLzx/4c0iDMFj4ZjgkaOv9KL/AIJ0/wDBR39nr/gph8Cbf40fArU7mx1HSbm20T4n/C/xFJap43+Fviya3Nwuj6/b2zvBfaXqcMc154X8U6cX0jxHYRT+S1pq+na5o2kf47n+fpX6C/8ABM7/AIKG/Fn/AIJq/tReEfj/APDie71fwzJJB4d+MPw0N89ro/xR+Gl3dRvrPh68B3W9trdjtGs+DtdkhmfQfElnZ3MkV3pc2q6ZqOsKrjZP4br1S0/RGFaippyinzpX9dr3/S3zvc/2G6K8u+Cfxk+Hv7Qvwj+HHxx+FGvQeJvhz8VfCGieNvB+tQgI13ouvWMd7bx3dvuaSw1SyMj2Or6XcbbvStUtrzTr2OK7tZol9RrrPO23CiiigAooooAKKKKAP8Zb9v7/AJPv/bX/AOzt/wBpD/1cfjOvkivrf9v7/k+/9tf/ALO3/aQ/9XH4zr5Irzz147L0X5BX9hf/AAZ0/wDJ137XX/ZvXhn/ANWRpdfx6V/YX/wZ0/8AJ137XX/ZvXhn/wBWRpdXT+OPqZ1/4U/Rfmj/AEFaKKK7TzAooooAKKKKACv8mn/g4A/5TCftvf8AY/eDP/VQ/Duv9Zav8mn/AIOAP+Uwn7b3/Y/eDP8A1UPw7rCvtH1f5HThf4kv8D/9KifjrRRRXMd5+rf/AARg/YZ+Ef8AwUT/AG5/Cf7M3xt8QfETwz4C13wF8RfFN3qvwu1fw5oni2PUPCOhHU9Nhtr/AMVeE/GujpZz3HyX0cugzTyQ/LBcWz/vK/sd/wCIQb/gmn/0Wr9uD/w5fwJ/+hs+v+Rz/Nh/wa1/8pcPhz/2R742/wDqJV/p710UYxlFtq/vPf0Rw16k41GoyaVlon5H8q//ABCDf8E1P+i1ftwf+HL+BP8A9DZ9f8jk/wCIQb/gmp/0Wr9uD/w5fwJ/+hs+v+Rz/VRRWvs4fyox9rV/nl95/Kv/AMQg3/BNT/otX7cH/hy/gT/9DZ9f8jlP+IQb/gmp2+NX7b+f+yl/An2/6ts+v6fj/VTRR7OH8qD2tX+eX3nnXwf+GWg/BT4S/C74N+FbvVr/AML/AAl+HXgn4ZeG77X57O61280HwH4a0zwro93rVzp1hpWn3OrXOn6VbzalPY6Zp1nNePNJa2FnA0dvH6LQM98Z9qKvYz38wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP8SX4w/8AJXPil/2Ubxv/AOpNqdec16N8Yf8AkrnxS/7KN43/APUm1OvOa889eOy9F+QUUUULdevqM3/DHibWfB+uWHiHQLx7LUtPl8yKQfNFKjfLNbXMWQs9rcxloriF/lkjY8qwVl/UP4SfGjw98UdPEaGPSvFFrEDqWgyyguwUAPe6Y7Ya8sGJ+YgefZsViukVXgnuPydq1Y317pl3b3+nXdzY31pKs9reWk0ltc28yHKyQzwskkbr2ZGBxkZ5NfF8XcGYDiigpSaw+YUo2oYyMbvVp+zrJfHTvfzjq47n9EeA30iOKPBPNXChz5vwpjq0JZpkNaq4w5tFLF4Ccrxw+LjHrbkqpKNRdV+33+f8/pRXwj8Nv2spbdLbSfiTZvdIoSFfE+mQr9pCjCiXVdLTYk5HWW507y5NoAXTppCXP2Z4c8XeGfF1n9v8Na5pus2wUM7WNykksG7lUurY7bm0kI5MV1DFKOMpzmv5uzzhTOuH6rp47B1PZJtQxVKMqmHqRVrSU4p8um6nZpuz1R/sD4a+Ofhx4p4GjiOG8/wkcfKEPrGS4+rTwmaYarKMeam8PVlF1vebUZUXNTS5kkjoqKKK+cP18KKKKB26/wBdP8wooooF+gUUVm6trOk6FZSajrWp2Gk2MX+svNRu4LO2U4JCmW4kjQu2DtQMXc8KCeK0pUqtaap0ac6tSXwwpxlOb6aRim3v0RzYzG4PL8PUxePxeGwWFpLmqYjF16eHoU0us6tWUIR+ckaX/wCr3z9P85rhPiB8RfDXw30V9Y8Q3QVnEiadpduUfUtVuVAK29nAzLlQSvn3EhS3tlYNLICyK/zv8Rf2sdE0sT6b8PrNdevsNH/buoJNb6PbOQV3WtqyxXmpOhyAZBY224LJHLdRkq3wt4i8S674t1W41rxFqd1qupXJ+e4unzsQElILeJQsNtbR7iIra3jigiBISNcnP6nwr4Y5jmVSli86hPAYBcs1RbSxWIje/Ly70oSVveetm7JNH8ReOH0z+E+D8LjMi8O61HibiiUKtB5jT9/JcqqNcntHV2xtelJycaVP93zxXNJxd303xK+JOvfE7xDJrWsv5FvCGg0jSYZGaz0qyLBvJi3BfNuJSFe9vGRJLqUKdsUMcFvB57R/n9c/0/p0or+iMHg8NgMNRweEpQoYehBU6dOCsoxSt82923q3qf5K8QcQZxxTnGPz7PsdXzHNcyxE8Ti8XiJudSrUm79X7sIr3IQjaMIRUYpJJBRRRXSeOfrX/wAEJP8AlLl+wz/2Vu6/9QjxZX9Tf/B41/ybL+xyf+q7eOP1+H4/wr+WX/ghH/ylz/Ya/wCytXn/AKg3i2v6m/8Ag8a/5Nk/Y6P/AFXfxv8Ar8P/AP61bR/gz/xL84nLP/eKf9dD/P4ooorCWz9H+R20/wCJT/xx/wDSkfrp8EP+STeA/wDsAwf+jZq9Uryv4IH/AItN4DH/AFAYP/Rs3NeqV/F2ff8AI7zb/sYYv/09M/6KfC3/AJNtwF/2SPD/AP6q8MFFFFeSfeBX4e3H/HxP/wBdpf8A0Nq/cKvw9uP+Pif/AK7S/wDobV+5eDPxZ7/hwX51z/M/9oj/AAvC/wDxcU/+8Mhooor92P8AMcK2PDmt3PhvX9G1+yP+laNqdlqcA3YDvZ3MdwYmIz+7mCeVIpBVo5GUgg4rHorKtShXo1aFRKUK1OdOcXqpRnFxkmuqs9Tsy7HV8szDBZjhak6WJwOKw+Mw9WDalTrYatCrTnFrVSUopr7+h+3em39tq2nWGqWT+bZ6lZWt/aSD/lpbXkCXEDjGfvRSK3BPWrtfPH7MXir/AISP4XWFhNJvvfC15c6FMGPzm1TbeabIVJ4iWzukso2HDGycDlSa+h6/jDOsvnlWbY/L6id8LiatNNq3NBSbpyXlKDjJeTP+ibw34rw/HHAvC3FWHlGUc5ybA4uqou6pYmVCCxVF/wB6jiFUpS7Siwoooryz7YKKKKACiiigD8p/2kP+S0eNP97w/wD+otodeH17h+0h/wAlo8af73h/9fC2h4rw+v7L4X/5JvIf+xRl/wD6i0j/AJ4/Gd38W/Et/wDVccTf+rfFH+mb/wAGpP8Ayilsv+zi/jH/AOiPCFf0p1/NZ/wak/8AKKWy/wCzi/jH/wCiPCFf0p19VT+CPofj1T45eoUUUVZB/jzf8FZv+Unv/BQP/s8H9oP/ANWd4kr8+K/Qf/grN/yk9/4KB/8AZ4P7Qf8A6s7xJX58VwS3fq/zPVp/w6f+CP8A6Sgr9kf+CIv/AAUu+Hf/AASz/ah+I/x5+Jfw58a/EzRPGnwE8Q/COz0PwLeaFZarZ6rrPxD+GXjKHVrqXX7uztG06G08DXtnKkUjXJub21ZIzEsrL+N1FEXZp9mOUVJOL+FrXvurH+glcf8AB4t+yqsZNr+yL+0FNL2S48T/AA4toz9ZY9Tu2H/fo18tfGv/AIPH/Fd5o9/p37O37FGh+HddkgmXTvFvxl+K194t0+1mcFYJbnwF4M8LeEJ7sRH94yJ8QoA5xGQFBd/4kqKt1Zvr9y/r+vkZrD0lryt6aJt2vpvr2ufS/wC1n+19+0J+2/8AGTXPjt+0p8QtS+IXj/WYotPtpp44NP0Lwx4ftJJpNN8KeD/DtgkGleGvDWmNcTvb6bp1vH9ovLm91bU5r/WtR1LUrv5ooorM1SSSSVktEkFfSn7H37L/AMQv2zv2mPg3+zL8MLSabxX8WvGmmeHPt6W0l3beGfD4dr7xb401WKNkb+xfBnhe01fxPqxVxI1jpU8cAkuJIYn+fNH0fV/EWr6X4f8AD+lalrmva3qNlpGi6Lo9jc6nq2r6rqVxHZ6fpml6dZRT3moajf3c0NrZWVpDLcXVxNHBBG8rqh/0uP8Ag3p/4Ix3P/BPf4Y6h+0T+0Nolov7Xnxn8PQ6dLobvDen4HfDG8lstUTwDHcRGSCTxt4hvbSx1T4hX1rNPb2T2GkeFdMlMel6zqGv3CDk0unV+XUzq1VTje/vP4V59/Rdz+hD4P8Aws8IfA34T/DP4L/D+xbTfA3wm8BeEvhx4QsXZJJrbw34L0Gx8O6NHcSxxxLPdCw06A3dz5aNcXJlmdd8rV6PRRXaeY3dtvd6sKKKKAP5uf8Ag6r/AOUT2v8A/Zfvgz/6VeIK/wAyWv8ATa/4Oq/+UT2v/wDZfvgz/wClXiCv8yWuSt8b9Ed+F/hy/wAb/wDSYhRRRWR0n9vf7DP/AAdI/ssfsq/se/s3fs4eK/2cP2gPEviT4KfCHwZ8Otc1/wAPXvw6j0LV9S8NaTDp91f6UmpeJ7W/WyuJIi9uLu3huNhHmRIQQPqz/iMQ/Y5/6NV/aX/8D/hb+P8AzN/+fev89j/P+cUVoqs0rX2t07W/y173Zg8PTbbaervu/K/43+/7v9Cj/iMQ/Y5/6NV/aY9v9P8Ahb/81/P6Uf8AEYh+xz/0ar+0x7f6f8Lf/mv5/Sv89eij2s+/9af5fi+4fVqXZ/ez/Qo/4jEP2Of+jVf2mPb/AE/4W/8AzX8/pQf+DxD9jg/82q/tMj6ah8Lc/wDqXV/nr0Ue1n3/AK0/y/F9w+rUu0v/AAL0/r5n+1R+y98fNA/am/Z2+C37R3hXRNY8N+G/jZ8OfC3xI0TQPEDWT65o+m+KtLg1S00/VX06e6sGvraG4WO4NncTW5kVvLldcGveK/N//gj5/wAotv2Bf+zV/g7/AOohptfpBXWtUvRHnvRv1YUUUUxH+dh/weDf8n9fs5/9mgaB/wCrn+MtfyXV/Wj/AMHg3/J/X7Of/ZoGgf8Aq5/jLX8l1cVT45ep6dD+FD0f5sK9V+BPxg8Ufs9fG34P/HvwPa6LfeNPgl8T/Afxa8I2fiS0vL/w9d+Jvh34p0rxdoVtr1lp+oaTf3mjz6npFrHqdrZarpt3cWbTRW9/aTOs8flVFRsa77n9SX/EXP8A8FOB/wA00/Y1/wDDXfFr/wCfzR/xFz/8FOP+iafsa/8Ahrviz/8AP5r+W2ir9pP+ZmfsaX8kf6/4b8+7P6kv+Iuf/gpx/wBE0/Y1/wDDXfFn/wCfzR/xFz/8FOP+iafsa/8Ahrviz/8AP5r+W2ij2k/5mHsaX8kf6/4b8+7P6kv+Iuf/AIKcf9E0/Y1/8Nd8Wf8A5/Nf2df8EZP22fi3/wAFBv2Dfh/+038btJ8CaL8QfFPjD4laDqOn/DjR9a0LwrHZeEPGOp+H9Le007X/ABH4r1OO4lsrOJ715dZnjluS8kMVvGViX/Izr/UM/wCDXv8A5RCfBr/spXxz/wDVm69WtGUpSabv7r39Uc+IpwjBOMUnfp8l/X3n9ClFFFdBxhRRRQAUUUUAFFFFABRRRQAV/Et/weYf8iZ/wT7/AOxn/aU/9NXwRr+2mv4lv+DzD/kTP+Cff/Yz/tKf+mr4I1nV/hy+X/pSNaH8WHq/yZ/CRRRRXGemfsH/AMECP+Uv/wCxB/2UPxZ/6qnx/X+s7X+TF/wQI/5S/wD7EH/ZQ/Fn/qqfH9f6ztdVD4H/AIn+SODFfGvT/IxfEnhzQPGHh7XvCXirR9N8ReF/FGjap4d8SeH9Zs4NQ0jXdB1uyn03V9H1WwuUkt77TdS0+5uLK+s543gubaeWGZHjdlP+UJ/wWx/4Jf69/wAEyP2t9X8JaDZale/s5fFltW8cfs8eKrvz7rHhv7ZGdb+HGrajKX+0eKPhpfX1rpF7JLNJdar4evPC/ie4EE2vS2dr/rK1+dP/AAVI/wCCenw+/wCClf7JHjj9n3xX/Z+j+NYUbxd8FPiBdW5lm+HvxV0izuk0DV3eKOW5fw9q8dxc+G/GNhAjyXvhnVtQa0SPV7bSryzqpDnWnxLYzo1HTnr8L0fppr8j/H1or0X4u/Cf4g/An4n+Pfg18VvDN/4P+I/wz8U6x4N8Z+G9SQLdaVruh3klneQrIhaC7tJWjFzp+pWks1hqmnz2uo6fcXFldQTyedVxnp3Ts1s0n+H9WCiiigD/AFMP+DZf/lDf+zT/ANjR8fv/AFfXxFr98K/A/wD4Nl/+UOH7NP8A2NHx+/8AV9fEWv3wruh8Ef8ADH8keVU+OXqFFFFUQFf5i/8Awcwf8E+7v9kT9u7W/jj4M8Pz2fwP/a+m1X4o6NeWtq40jQPi7JciT4veD3nRRDBdahrd1D8RNPgbyYmsPGc2n6cksWgXnkf6dFfEn/BQv9hb4U/8FFP2W/H/AOzR8VlGnQ+IYota8CeN7ewhv9Z+GnxI0aO4bwr450WGWS3aaTTpri40/WdNju7L+3/C+p674dlvbSDVpZ44qQ54vutV6mtKfs5p9HpL0f8Aluf43VFfU/7Zf7HHxy/YR+P/AI0/Z0+P/hmTQPGfhO6MunarbLcTeGPHXhW6lmXQfHXgnVZoLddZ8LeIIIWltLkRxXdjdxX2ia1Z6br2larpll8sVxNW0Z6Sakk07ppNPy6HQeE/FnijwH4n8P8AjbwT4i1rwj4w8J6xp3iHwx4o8N6neaNr/h/XdJuor3S9Y0bVtPmt77TtS0+8hiubS8tZop4Jo0kjdWANf2rfsGf8Hcs3h3wpofgD/goN8HfEXjHWNJhs9NX47/Au20FdY162jiW3Go+OPhfruqeHtIGsB0F1qus+DfENhZXolkGn+BrKWBY73+ImiqjKUdm15dH6omdONRe8r7pPZra9n93kf6fq/wDB0h/wSLbSP7SPxP8Ai0l7nH/CPv8AA/xwdXxjOfPS1fQcA/Kf+J3nd0BX5q/Jr9uP/g7u0m98Ma54L/4J/fBTxHpviXUI7rT4PjZ8fbPQ4IfD8Txvbtq3hL4W+H9a1+HVtS3Sfa9Gv/GPiK20+ylghbWfBOsRTT2EX8M9H+GPp/kfl2q3Wm1bRd/w/wCD99jKOGpp3d3to3ppb7/m+p1/xA+IHjf4reNvFPxI+JPivXvHHj3xtrd/4j8W+LvE+pXWr694g1zU5muL7UtU1G8kluLq5nlckl32xoEiiVIo40XkKKKyN0rX0sun3JadtrBX9AX/AAbi/sC6l+2X/wAFBPBXxD8SeHZNR+Bn7KF7pPxl+IeoXUG/SL/xnp1xcT/B7wVI8ivBc3eseM9Oi8T3mmzQy21/4W8GeJLW5Ef2mDzPyG/ZX/ZW+OH7Z/xu8Gfs/fs+eCtQ8bfEPxnexxRQwRzJo/hvRkngi1bxh4w1dIZbfw74Q8PxTpda1rd4PKt4zFa20d3qV3Y2N1/rH/8ABMv/AIJ5fCz/AIJo/steFf2evh3MNf16WdvFvxb+I09olnqXxJ+JuqWVnba54hlgDSNp+i2cFlaaH4T0Pzp/7H8O6bYQ3Nzf6vLquq6jrShzNS+yn977IwxFXkjyp+9L8F1fz6H6EUUY5PXn9PpRXWeeFFFFAH42/wDBwT/yh3/bc/7EnwD/AOro+Gtf5ONf6x3/AAcE/wDKHf8Abc/7EnwD/wCro+Gtf5ONctb4v67I78L/AA5f43/6TEKKKKxOk/1N/wDg2d/5Q1/sv/8AYw/tAf8ArQnxOr96f8/5/OvwW/4Nnf8AlDZ+zB/2MP7QH/rQnxOr96a7ofBH/DH8keVU+OXqfwu/8HaP/BOb7Jf+CP8AgpJ8MdCIt9ROhfCT9piLT7b5Yr+KJdO+E/xN1Exqx23lrEvwy12/ndIopbL4bWMEbTXtzIf4ga/2v/2gvgZ8Pf2mvgj8Uv2f/ivpK638PPi54K1zwP4psh5a3MdhrVm8Eep6ZPJHKLLXNEvPs2taDqSIZtL1rT7DUbcrPaxsP8dj9sj9lr4hfsVftNfGP9mL4oQMviv4S+ML7QP7TW2ktbLxR4emWLU/CPjTSopWaRdH8ZeFb7R/EumJIxmgtNTjt7nbdQzxpz1o2lzLaX5nXhql48j3jtp9nz9G7fcfM9FFFYnUf3a/8Gk//BQz+1vD3xD/AOCcnxH1zN/4Z/tn4xfs5Nfz4M3h6+vEm+K/w707zGRAdJ1q8g+ImjadAs11dR6/8QdQlKWekoq/211/isfsu/tFfEH9kr9oX4QftJfCu9+x+Ofg9430fxjo6PLLDZ6tb2UrQ614Z1Uw/vX0LxboFxqnhfXoY8Nc6Lq1/ApBkDD/AGNf2Z/2gvh9+1Z8AfhJ+0Z8K9Q/tHwH8YPBGi+NNCZ3ie70/wDtK3A1Pw/qohZo4Nd8L6xFqHhzxBaKzfYtb0rULQktAa6qMrx5XvH8jgxNPlnzLaX3Jq357/ee5UUUVscwUUUUAFFFFAH+Mt+39/yff+2v/wBnb/tIf+rj8Z18kV9b/t/f8n3/ALa//Z2/7SH/AKuPxnXyRXnnrx2XovyCv7C/+DOn/k679rr/ALN68M/+rI0uv49K/sL/AODOn/k679rr/s3rwz/6sjS6un8cfUzr/wAKfovzR/oK0UUV2nmBRRRQAUUUUAFf5NP/AAcAf8phP23v+x+8Gf8Aqofh3X+stX+TT/wcAf8AKYT9t7/sfvBn/qofh3WFfaPq/wAjpwv8SX+B/wDpUT8daKKK5jvP1D/4I+/t3eAv+Ccf7a/hf9p74keC/F/j7wvoPgb4geFZ/DvgiTRodfnu/F+iHS7O5hfXr/TtPFvaTfvbkPcrIY/9UjtxX9cv/EYh+xz/ANGq/tMe3+n/AAt/+a/n9K/z16KuM5RVk7a3/L/L7mZTownLmknfbR22/r+tLf6FH/EYh+xz/wBGq/tMe3+n/C3/AOa/n9KP+IxD9jn/AKNV/aY9v9P+Fv8A81/P6V/nr0U/az7/ANaf5fi+5P1al2f3s/0KP+IxD9jn/o1X9pj2/wBP+Fv/AM1/P6Uf8RiH7HP/AEap+0x/4H/C3/5r6/z16KPaz732/T/L53fcPq1LtL7/AOv6b8rf6iX/AATo/wCDh/8AZ2/4KQftMaP+zH8NvgT8afAHijWfCfizxbB4i8cXXgaXQYbPwjp8eoXlrKmg+IdS1A3N1HII7YpbGIOD5rqvNf0HV/mIf8Gsn/KWvwJ/2Rb41f8AqOW341/p31vSk5RbbvZ2+5Lc460IwnyxVkkut+gUUUVqZBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB/iS/GEj/hbnxS/wCyjeNye3H/AAk2p+o479fy4rzmvpH9sj4d6x8JP2t/2nfhhr1hPpmreAvj98XvCt1ZXCFXj/sbx9r1lBKjHAntrm2ihu7O6jZ4byzngureSSGaN2+bq8/Y9eOsYvyX5BRRRQMKKKKP6+4A/wA/5/KrunalqOkXcV/pOoXumX0PMN7p93PZXcWcE+XcW0kcyZwM7XGcDOapUVE6dOrCVOrThUhJWcKkYzg9V8UZJprfdM6cLi8Vgq0MTg8TiMJiaT5qWIwtapQrU5K1nCrSlGpFpXV1K+x9AeHP2mfivoCpDPq1n4jt0AVYvENilzIAOu6+snsNQlZv79xdzbewxxXsGk/tkyhVTXPAscj8brjSdaaFTxzts7ywnI55Gb48cf7VfD9FfK47gbhfMJSnWynDwnK7lUoXozbdv5Hyr5Jfiz9u4Z+kv418K06WHy/jrNK+EpJRp4XM3DMKMErLaunUlokveqN2P0WtP2wPh/Io+2+HvF9rIeogttGu4h/20fWbRz+ENaY/a2+FxUsbXxardkbSLEsfcFNXZAP951r81qK8KfhTwnJ3VPHQ1vaOLnb01jovQ/S6H04/HajBQnjeG69lbnqZBQ53a1uZqquZ766eZ+jtx+178N41b7Po3jK4cfdB0/R4Y2Pu7a6zqPfyWPtXH6n+2TaKrLo3gW5lc5CS6nrcVuqH1a3tdPuS/uouo/8Aer4Sorej4X8JUWpfVMRWaabVbFTlF7XurLTyuebmX00/HnMacqaz7KsvUk0p5dk2Hw1WKatdVHKbut07bn0n4g/ap+KOsJJDpsmjeGoX3APpOnedeFG7Pc6tNqCq+OPNt4LZx1Qoea8G1zxJ4g8S3X2zxDrWqa1dDcEm1O+uLxolY5KQ+fI6wx5xiKIJGoACqAABi0V9Xl+QZNlaSy/LcJhWmnzQpRc7q2qnLmkm7atNa6n4ZxX4peIfG85S4o4wz3N4y0dHEY6rHDOLafK8PRdOjKKSslKErLqFFFFewfBBRRRQAUUUUAfrZ/wQi/5S5/sM/wDZWr317eBvFxHY9Tx/Miv6m/8Ag8Z/5Nj/AGOz6fHjxsPz+Hxr+Yj/AIN+tAufEn/BYT9iaxtYJ52s/G/jjXpvIjeQxW3hr4QfETX555dgby4Io9OLSyNhFX7x5Gf6mv8Ag8P0G6uf2OP2VvE8cEz2mjftMX+h3FyqM0EE/iP4W+Lr61jlkAKRyTp4YumhViGcQTFAdjEbR/gz/wAX/wAics/94p/1utD/AD1aKKKx/Ha6fVdfwOtOzTXR3+49m0D4/wDxQ8M6Np2g6Prlrb6ZpdstpZQPo2kXDxwIWZUaaezkmkILH5pHZjnk1sf8NOfGP/oY7P8A8EGh/wDyBXgNFeFU4Y4frVJ1auUYKdSpKU5zlSTlKcneUm76tvVvufpmE8Z/FTAYXDYLBcecR4bCYShSw2Gw9LHzjSoUKMI06VKnG1owhCKjFdErHv3/AA058Y/+hjs//BBof/yBR/w058Y/+hjs/wDwQaH/APIFeA0Vn/qpw3/0JsB/4JX+fkvuOn/iOXi9/wBHC4n/APDhP/Ly/Puz37/hpz4x/wDQx2f/AIIND/8AkCvAmZnZnY5ZiWY8DJOSTgADnJyOntSUV6GBynLcsdR5fgqGE9soqr7CCh7Tkvyc1t+W7t2uz5TibjnjDjL6ouKeIs0z1YD231NZjiJV1h3iPZe2dK6XL7T2NPn78kewUUUV6J8oFFFFAHf+B/id4z+HP9pf8IlqiaeurfZftyS2VlfRytZ+eLd1S9gnWJ0FzMpaMKXVgr7giBe//wCGnPjH/wBDHZ/+CDQ//kCvAaK8bE8PZJja88Ti8swmIxFS3tK1SkpTm0lFOTvrZRSXZJH6Dkvit4kcOZbh8nyPjPPsryvCc/1bA4TGzp4eiqlSVWooQs1FSqSnNpaXk+7Pfv8Ahpz4x/8AQx2f/gg0P/5Ao/4ac+Mf/Qx2f/gg0P8A+QK8Born/wBVOG/+hNgP/BK/z8l9x6v/ABHLxe/6OFxP/wCHCf8Al5fn3Z79/wANOfGP/oY7P/wQaH/8gUf8NOfGP/oY7P8A8EGh/wDyBXgNFH+qnDf/AEJsB/4JX+fkvuD/AIjl4vf9HC4n/wDDhP8Ay8vz7s9+/wCGnPjH/wBDHZ/+CDQ//kCj/hpz4x/9DHZ/+CDQ/wD5ArwGimuFOG1/zJcB0/5crpb/ACQf8Ry8Xv8Ao4XE/wD4cJ/5eX592b/ijxNrHjHXb7xJr9yl3q2pG2N5cR28FqkhtLSCxgxBbRxQx7La2hQ7EXcVLtl2ZjgUUZ/z+n9a9yjRpUKVOhRhGlRowjTpU4q0YQglGMIroopJJdkfmmOx2MzTG4rMcwxFTF47HYirisXiq8nOriMTXm6latVm9ZTqVJSnOXWTbP8ATN/4NSv+UUtl/wBnF/GL/wBEeEM9vx4+metf0p1/Pv8A8GxXw71jwF/wSL+DOo6zp8+nSfEr4gfGH4iWEN0pjmn0i78c6h4V0zUDC+Hjg1G08JR3tkzKourCa2vYt0F1FJJ/QRXo09IR9F+Op8/U+OXqFFFFWQf483/BWb/lJ7/wUDx/0eD+0H14/wCaneJPavz4r/ZW8Xf8E6P+CfnxA8U+IfHPjv8AYb/ZD8aeNfF2s6j4j8V+LvFf7N/we8Q+JvE3iDWLqW+1bXNf13VvB93qmsavqd7NNeahqWoXVxeXl1LJPcTSSuznnf8Ah1z/AME0f+kev7Ef/iK/wO/+Yaud0G23zLVvozshiYxjGLg9Ipbrokv8z/HLor/Y0/4dc/8ABNH/AKR6/sR/+Ir/AAO/+Yaj/h1z/wAE0f8ApHr+xH/4iv8AA7/5hqXsH/MvuZX1uP8AJL71/Xf+np/jl0Dkf5PIP+f/ANdf7Gn/AA65/wCCaP8A0j1/Yj/8RX+B3/zDVraV/wAE1v8AgnToU6XWi/sD/sX6VdRussd1Yfsu/BG1uo5EIKOlxD4HSZGQgFCrjaclcEnJ7B/zL7mL63H+R/ej/HU8M+FPFPjXWLXw74N8Na/4t8QXziOy0Pwxo2o6/rF45ZUCWumaVbXd7cMXZUCxQOSzKoGWAP7C/sr/APBv3/wVL/ap1LSzYfs3+Ifgf4MvZrYXvxA/aOE/wj0rTbO4ZSt8vhPXLV/idrcDQFp4ZPDvgXVoZFCb54Vnhd/9UrwZ8Ofh98ONPbSfh54F8HeA9KcqX03wZ4Y0XwvYOUG1C1nodlY27FF4UmMlRnGM12IGO5+vc/X19KpUEt5P0Xyf5p/h53iWKl9mKXm9fw08+5+CX/BKP/ggJ+zB/wAE2ZtM+K3iO8T9oT9qhLOSMfFvxNosOneHfh817EYr2z+EngyW51KLw9cSW7tYXXjLVb7VPF9/bNex6feeG9I1jUPD7/vdRRW0YqKslZI55SlNuUndv+rLsvIKKCM+o+nWimSFFFFAf1/mfzc/8HVf/KJ7X89P+F/fBn/0q8QfT/Pev8yWv9tT4sfBb4PfHnwjJ4A+OPwr+HPxk8CS6hZavL4M+Kfgrw34/wDCsuq6aZG07UpPD/irTdV0l7+waaU2V41obi1MshhkQu2fl/8A4dc/8E0f+kev7Ef/AIiv8Dv/AJhqxnSc5cylukrNbW9O500a6pxcXFv3m7prW9uny/rc/wAcuiv9jT/h1z/wTR/6R6/sR/8AiK/wO/8AmGo/4dc/8E0f+kev7Ef/AIiv8Dv/AJhqj2D/AJl9zNfrcf5Jfev67/09P8cuiv8AY0/4dc/8E0f+kev7Ef8A4iv8Dv8A5hqP+HXP/BNH/pHr+xH/AOIr/A7/AOYaj2D/AJl9zD63H+SX3r+u/wDT0/xy6K/2NP8Ah1z/AME0f+kev7Ef/iK/wO/+Yaj/AIdc/wDBNH/pHr+xH/4iv8Dv/mGo9g/5l9zD63H+SX3r+u/9PT/HLor/AGNP+HXP/BNH/pHr+xH/AOIr/A7/AOYaj/h1z/wTR/6R6/sR/wDiK/wO/wDmGo9g/wCZfcH1uP8AJL71/Xf+npxf/BH3/lFt+wJ/2av8Hv8A1ENNr9IK5rwb4L8H/Drwp4e8CfD/AMK+HPA/gjwlpNloHhXwf4Q0TTfDfhfw1oemwrb6fo2g6Bo9tZ6VpGl2NuiQWen6faW9pbQqscMSIoUdLXQtEl2SOJ6tvu2FFFFMR/nYf8Hg3/J/X7Of/ZoGgf8Aq5/jLX8l1f7SPxk/Y6/ZI/aK8Qab4s/aA/Ze/Z6+OPinRtGj8O6R4k+LvwZ+HfxH17SvD8N9e6nFoenav4w8O6xf2WkRajqWo38em21xHZpeX95crCJrmZ38i/4dc/8ABNH/AKR6/sR/+Ir/AAO/+YasJUXKTkpLV7WOqniFCCi4t263Xfov61P8cuiv9jT/AIdc/wDBNH/pHr+xH/4iv8Dv/mGo/wCHXP8AwTR/6R6/sR/+Ir/A7/5hqn2D/mX3M0+tx/kl96/rv/T0/wAcuiv9jT/h1z/wTR/6R6/sR/8AiK/wO/8AmGo/4dc/8E0f+kev7Ef/AIiv8Dv/AJhqPYP+Zfcw+tx/kl96/rv/AE9P8cuiv9jT/h1z/wAE0f8ApHr+xH/4iv8AA7/5hqP+HXP/AATR/wCkev7Ef/iK/wADv/mGo9g/5l9zD63H+SX3r+u/9PT/ABy6/wBQz/g18/5RCfBr/spXx047n/i5uvfT8+lfpR/w65/4Jo/9I9f2I/8AxFf4Hf8AzDV9T/Cz4QfCf4G+DrL4d/BX4ZeAPhD4A026v77TvBHwx8HeHvAfhGwvdVupL7VLuz8OeF9O0vSLa51G9llu7+eGzSW7uZHnnaSV2c3TpuDbbvdW09UZVa6qR5VFp3vdv+uv9dD0WiiitjmCiiigAooooAKKKKACiiigAr+JX/g8vz/whn/BPzOP+Rn/AGlOn/YK+CGP1zn09K/tqrw741fsx/s3ftJQ+Hbb9of4AfBb472/hCXU5/CkHxi+F3gn4lw+GZtbSwj1mbQIvGeiaymjy6sml6YmpSaetu18mn2S3JlFrAEmceaLiutvzTLpyUJxk1dJ7L0sf4qFFf7Gn/Drn/gmj/0j1/Yj/wDEV/gd/wDMNR/w65/4Jo/9I9f2I/8AxFf4Hf8AzDVh7B/zJ/Kx1fW4/wAkvvXl/wAH7vM/zTv+CBGf+Hv/AOxB/wBlD8V/n/wqjx/0/PFf6ztfIvw+/wCCf/7CPwl8ZaF8RfhZ+xd+yl8NviB4XuJrzw1448B/s9fCbwj4u8PXdxaXGnz3WieI9A8JWGsaVcTWF3dWUs1jeQSSWlzcW7sYZpEb66rWnBwTTad3f8F/kc9aoqkk0mtLO4UUUVoZH8dn/B0b/wAEnR8X/h7N/wAFGPgT4a834n/CbQbfT/2ktB0i0zdeN/hLo8KwaX8TBBbp5l34g+FluFs/Ely8cs138NzHe3N3bWPw9t7e7/z8q/3Fb+wsNVsb3S9UsrTUtM1K0uLDUdOv7aG8sb+xvIXt7uyvbS4SS3urS6t5JILm2njkhnhd4pUeNmU/D3/Drn/gmj/0j1/Yj/8AEV/gd/8AMNWM6XM7p2vvfudNLEckeWUW7bWey7fLp/TP8cuiv9jT/h1z/wAE0f8ApHr+xH/4iv8AA7/5hqP+HXP/AATR/wCkev7Ef/iK/wADv/mGqPYP+ZfczT63H+SX3ry/4P3eZ+ff/Bsv/wAocP2af+xo+P3/AKvr4i1++Fef/C/4TfC34I+C9M+HHwZ+G/gP4S/D3RJdRn0bwL8NfCOgeBvB+kz6vqFzq2qzab4a8M6fpmjWMupapeXmpX8ltZxvd391c3dw0k88kjegV0RVkl2SX3I45PmlKXd3S7BRRRTEFFFFAHwf+39/wTk/Zg/4KRfCGX4U/tF+Dzc3emi6uvh/8TvDn2PTfiX8L9buo40l1Twd4ins7xUtrvybdda8Oata6l4Z1+O3tTq2k3FzY6ddWX+fR+35/wAG2f7f37H+sa54h+EfhC//AGu/gfame807xt8IdGluviHpenKzslv4x+DcN3qPi+HUIYY5Jrm88Er428PR2sa3V5q+mzTHT4P9QcjNFZzpxnrs+6/r+rmtOrOnorNdU9r+XY/w7dS0zUtF1C90nWNPvdK1XTbqay1HTNStZ7HULC8tpDFcWl7ZXUcVzaXUEqtHNBPFHLFIrJIispAo8/gP5cfl/wDq+lf7Sfxz/Y//AGVf2mrVrX9oT9nT4LfGUmFYIb74ifDfwp4o1qxjQbUOla/qelz63pEsafJHPpeoWk8aFkSRUZlP5jeP/wDg3E/4I8eP53vX/ZPTwdfyOzvc+APix8ZfC8BVuTGmiW/j6bw3AgbLA2+ixOMhQ+wBKydB30at579P+C/kdKxUGleMk+trNdPR9/w8z/KlpO/b+vt/Wv8ATun/AODWL/gkpLdJcR+B/jXbQqxLWMHxr8RtayA/ws9zbXF6FHOCl4jdMscc+peCf+Dan/gjx4NvodRuP2ZdZ8a3FvtMCeNfjT8ZtSsVkBB8yXStN8c6Ppd7nBBhv7O6tSGJ8jcFZV7CXdf1b/N/d5j+tU+0n8vT/g/09P8ALIs7S61C6trGxtbm9vbyeK1tLO0gkubq6uZ3EUFvbW8KvLPPNIyxxRRK0kjsqIpYgV+9n7AX/Buh/wAFA/21b3w94p8Z+Cbn9lj4F6jPa3F98SPjRpV5pXivUtFkKvNc+BPhJM9j4y8Q3M9s0dxpV74hj8G+EdTglWe08VSqvlv/AKQPwD/YZ/Y3/Zbf7T+zz+zF8EfhDqhTypfEXgr4deGtL8W3MRTyvLvfGAsJPFN/H5ZZRHe6vOgDyYUGWUv9V1caNtZO+2i26N379jOWKbXuRt5vXt8u/wCB+en/AATw/wCCZP7LP/BNH4XT/D79nrwpcP4g8RJYzfEf4teLZLbVPiX8SdSsYykEuv6zBa2lvYaLYu8zaL4T0C00zw5pDXFzdw2EurX+q6pqH6F0UVskkrJJJdEcrbbbbbb3b3CiiimIKKKKAPxs/wCDgk/8ad/22x6+CfAP0/5LR8Na/wAnKv8Abs+Ifw3+Hnxd8Ga78Ofit4F8H/Ez4feKILe28S+BvH/hrRvGHhDxBbWl7a6la2+teG/EFlqGj6pBbajY2d/bxX1nOkN7aW11GqzwROvyP/w65/4Jo/8ASPX9iP8A8RX+B3/zDVjUpubuml6/15HTRrqnFxcW7ybun3SVvla5/jl0V/saf8Ouf+CaP/SPX9iP/wARX+B3/wAw1H/Drn/gmj/0j1/Yj/8AEV/gd/8AMNUewf8AMvuZp9bj/JL715f8H7vM+Av+DZ3/AJQ2fswY/wChh/aA7Z/5uE+J2Mn/APV+tfvTXAfDD4T/AAu+CXgvSvhv8Gvhv4E+E3w80KTUZtF8CfDXwloPgfwdpE2r6jdaxqsumeGvDNhpmjWEmp6tfXup6g9rZRNeahd3N5cGS4nlkbv66IqyS7JL7kccnzSlLu7pdgr+O/8A4Ov/APgnN/wtH4NeEv8AgoN8MtC87x18CrWy8BfHSDTrbdc678G9Z1Zx4Y8W3McKmS5uPhv4v1aSxvZljaY+GPGN3f6hcxaX4QhWP+xCsLxR4W8M+N/DWv8Agzxp4e0Pxd4Q8V6NqfhzxR4V8TaVY674c8SeH9as5tO1jQte0TVILrTdX0fVdPuLix1LTdQtrizvrSea3uYZYZHQqUVJNMqE3CSkuj1811R/h+UV/saf8Ouf+CaP/SPX9iP/AMRX+B3/AMw1H/Drn/gmj/0j1/Yj/wDEV/gd/wDMNWHsH/MvuOv63H+SX3r+u/8AT0/xy/8AP+f8/wBa/t6/4NJ/+Chn2LU/iH/wTi+I+uYttWOtfGT9nFr+4yE1O2gSf4tfDnTvMZnP2ywgg+JOi6dbKkELab8SNSnZp76IN/V1/wAOuf8Agmj/ANI9f2I//EV/gd/8w1df4C/4J8/sGfCvxhoPxC+GP7FX7J/w68e+Fr3+0fDPjbwN+zx8JfCfi3w7qBhltjfaH4i0HwlYavpV2beee3NzY3kExhmliL+XI6moUpRkpcy81boZ1MRGpBx5Hrs7rRq1n+fy9dPr2iiit/U5QooooAKKKKAP8Zb9v7/k+/8AbX/7O3/aQ9h/yWPxn/nrxXyRX+yZ4h/4Jtf8E7/Fuv654q8VfsIfsc+JfFHibWNT8Q+JPEev/s0fBrWNd1/XtavZ9S1jW9a1bUPBlxf6pq2q6hc3F/qWo31xPeXt5PNc3M0s0ru2P/w65/4Jo/8ASPX9iP8A8RX+B3/zDVzewf8AMvuZ2rFRSS5JaJLdeX/B/p6f45df2F/8GdP/ACdd+11/2b14Z/8AVkaXX9lP/Drn/gmj/wBI9f2I/wDxFf4Hf/MNXsvwZ/ZE/ZS/Zy1fWNf/AGfP2ZvgD8DNd8Q6dFo+v6z8H/g/8Pvhtqut6TDcrew6Zq+oeDvD+jXepafFeIl3HZ3ks1ulyizrGJVDCo0XGSlzJ2e1v68/62mpiIzhKKi02t7run/n+HfT6Hooorc5AooooAKKKKACv8mj/gv+c/8ABYT9t7P/AEPvgs/n8Ifh57+v+Tiv9Zevkb4hfsAfsJfFvxlrvxF+Kv7F/wCyn8S/iB4ouILvxL458ffs9/Cbxf4v8QXVtZ22nW9zrfiTxB4S1DWNVng0+ztLGGa+vJ5IrS1t7eNlhhiRM6kHNJJ2szWjUVOTk03eNrLzaf6H+MxRX+xp/wAOuf8Agmj/ANI9f2I//EV/gd/8w1H/AA65/wCCaP8A0j1/Yj/8RX+B3/zDVl7B/wAy+5nT9bj/ACS+9f13/p6f45dFf7Gn/Drn/gmj/wBI9f2I/wDxFf4Hf/MNR/w65/4Jo/8ASPX9iP8A8RX+B3/zDUewf8y+5h9bj/JL71/Xf+np/jl0V/saf8Ouf+CaP/SPX9iP/wARX+B3/wAw1H/Drn/gmj/0j1/Yj/8AEV/gd/8AMNR7B/zL7mH1uP8AJL71/Xf+np/jl0V/saf8Ouf+CaP/AEj1/Yj/APEV/gd/8w1H/Drn/gmj/wBI9f2I/wDxFf4Hf/MNR7B/zL7mH1uP8kvvX9d/6en+f5/wayc/8FbPAo/6or8az+Xhy24+v4Y9+1f6d9fLfwp/Yd/Yu+BHjC3+IPwQ/ZH/AGZ/g949tLG+0y18a/C74F/DHwF4st9N1OIQ6lp8HiLwt4Y0rV4bLUIVWK9tY7tYbqNVjnSRABX1JWtODgmm07u/4L/I5as1UnzJNXS0fSy8gooorQzCiiigAooooAKKKKACiiigAooooAKKKKACiiigD+cv/grb/wAG7fwP/wCCkXj28/aG+HPxDuP2dv2k9S0/T9P8Xa8vhqPxZ8PfilHotlFpukXfjLw5DqWh6rpXiq00y00/Ro/GGiarMr6PYWttqvhrWri3tbu2/nF1v/g0G/4KN2l26aF8bv2M9ZsNziG5u/Hfxn0e8KBvka4sv+FD6jBCzqQSkOoXYVgy7yArv/o3UVm6UJO7X3aG0a9SCUU1ZbJpPTt6H+bz/wAQiX/BTT/oq37Fv/hz/jJ/9D5R/wAQiX/BTT/oq37Fv/hz/jJ/9D5X+kNRU+xh5/f5r/gr5lfWaveP3f1/Tflb/N5/4hEv+Cmn/RVv2Lf/AA5/xk/+h8o/4hEv+Cmf/RVv2Lf/AA5/xk/D/m3yv9Iav42f+CvP/Bz7N+z98SfGX7M37AWg+DfG/jfwPqV/4Y+In7QnjOCTxD4L0DxTp0stnrHhz4YeFrO8tLTxZqOgXyNZ3/jHxBeT+GI9Vs77T9O8M+JbEQ63SdOnFXk39/p/w/zt2KhWrTfLHlb9NPn/AF1fy/KqP/g0J/4KWuAW+M37EUR/uv8AEv45sw/79fs3yL/49Un/ABCDf8FLP+i1/sPf+HL+PH/0Ndflj46/4Lkf8FaPiHqdxq2u/t0/GzTbi4mMzW/gbUND+GmlxE5xHb6R8O9D8L6ZBCowBFHaKhwGYM/zVwn/AA+D/wCCpX/R/f7U/wD4d7xX/wDJ/sPyrK9L+WX3m9s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"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 13,
"metadata": {
"image/png": {
"height": 100,
"width": 100
}
},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='logo_uninorte.png',width=100,height=100)"
]
},
{
"cell_type": "markdown",
"metadata": {
"scrolled": false
},
"source": [
"# Gráficos de densidad de probabilidad\n",
"A continuación se muestran gráficos de estimación de densidad de Kernel para los niveles de las estaciones TEBSA, Calamar, Tenerife, Plato y Magangué, así como, para la el caudal medio aproximado en el sector de las Flores. Las estimaciones para el calculo de la probabilidad fueron hechas teniendo en cuenta la serie histórica disponible para cada estación, la curva de gasto y la estacionalidad presente para cada una de ellas. Los colores representan la probabilidad acumulada."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# TEBSA (1996 - 2019)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 14,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPTEBSA.png',width=1000,height=1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# San Pedrito (1979 - 2019)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 15,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPSanP.png',width=1000,height=1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Calamar (1967 - 2019)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 16,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPCalamar.png',width=1000,height=1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tenerife (1973 - 2019)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 17,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPTenerife.png',width=1000,height=1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Plato (1976 - 2019)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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PGW5QzeoUoNOnZmUN873mj2LmuYthN7Fk6y7l/h159oBiuxt0c3JjNZ0vs5gPXj1HalsMh1XOpwuXKp/fhi3O3VJ7Wb7HcrNLRZ3MXZb7t2CFu1vV1S6Vc9OjXV1dXU1NTU1NTNeVXDt0knHgUl+PZFutrH+2M8Wpuu4Zi78iTXepY6eFG4J1v+ia1cm0O7FVTmx5tRL4JcMNSJ5gw9x0l/bGb4v9BOfE4ei6mpqarNx0Y3Y4FmrQGIMeWuo7I0xPLdpaahO7kmb4POlOQMViNUnMyl8/7Z8Ko+5m2tUpyLVKtpXVDrhnNndxta+ZUV/mRCKmwdOd1cy9TAcP3gJw9VRTDIdVzqeLPCvvzm5QFLul9ovOMg6adiMpVdTJ3F15fAt6nh7LDl+zzD7bE4lEItFoNBrVZWbNn88MgUt9PZI9I2XZrS0OFJyZ5soyNGVpQCF1U6ymUna6E1vlwJYHIiI8zxOsPE5rdnZ2ymA8L4tP/TZ48tqI4sHf+kdNW3ui/Oys/Dg0y08Es/E8T3FZiicFG6yFspoGT58yechwlnnTG8j0qVY2niSpWhnB4OtU18jm40ntPJZKv7LpLWU4apzZg9opEEo/FW92diRE0o1AU1Ozdh41mM/6Wtr7MjwIzOqzuy2vpkllcioz34PXhAvbvOCnGrJ3WDlypsr5dJFH5V3cDTzZLc2/aIOnrpo+Md6Rb6ckT+Y5P4vTQhl5fQsFOJbNqbZprkeDtYeMyhtGf5GS4QvJ4WvLvFvncexnKtuM2eORlXWyW6XCbPmcd4zyguQJOT4M2ujQsvgU+2y0R2PGCmZ6yrlzydNGLXM/fdpauGpG8/W2s0ZZtrmTFyt5bmk7c1uvlevJ03j/sLynWl5Ne9evVsp07THirmxzt081+R1WziTPXE8XeVXevafJe7FbZvmibY5d48i3U5InczeTZ37fgvvHsp21srxhLOUfq/W2ln6srpnVr8PuTmDzeiCX05L9aO3WllcXUKnBU0BvW8hNaMrOc323jlk/u+g7WuifGS5xseNtIOM4idLnI0e03UE0HVJslVjXPWPpFGqxF4qiUCubPWCr2LzVdR/JY1RCq5uKKO8nljvLYP8w6bzlxmrmVmZ+B2+huX+qKYLDKvfTRe6Vd2838GK3zPJFq2/MNqA+m6vvIa2ok7mb8voWvD6W1Z15Hb75XfOUaEOBkYyXaLk9bsTSEWey1AwyD+tghZVKOXkhkOeW1/Qhr9C7PHGfJ+QgEBqZFeze7F/XPZPlyWti0YaB1srR7rD1e0z+JGV4rrHJSTAQmprZYz7mwNaxLL+nZdg4WQrNttlzfrZ3Puq2jmWuViA0pe+VpmI2d6qQEfsby2266JnlriE3VjOnMvM6eAuuAKeaIjiscj9d5Fx5F3eDwu+WWb5os0gSCE3NzhxRxhrd8DSVdDJ3UX7fgsfHsup07/iP5OZHTCBkfImSp7ruGcP7YfJZan7BM1Upkzo5/Vcpvy2vusG2DG7GzpXXja7gPWs/HcsPg7ZekvEdo1MjoYCm/S8QCIRGprLcljc7pXpemzSP5QVnndCwd4z2ecGBbJtAvMPIcA5r/ftnNYvUrKnl1TEsNdP2y6HkPHrbKmul31azutIzdnzRbSpre5JhWe73ttUVYnGb2VtNa5XJbdPlfvAaF+fuNnfnVGO4CCvTWq63rQltnS7yrbxmRod2A9O1cXe3zPZFm53+1V+Q8Tmq/E/mrva2TX2ez7fg4rGclXKzWu1Xaa8frPgXNGC3ynn+8dbt1vkc+7a7P2XYJvpNYbNOBdnyqv01p6OlPDBBEGx+7wAAAAAAkMF0F5OHbM3QUQoqieqRpaGp4njcuBfQ2xYAAAAAwDnKG1UzPTAUKojyJs8K7mqL5AkAAAAA4CjlKEeInhVPcZNnYGRXBQdPJE8AAAAAAEcpRzlC9Kxsc6P75OAZ2lPZPa+RPAEAAAAAnKXocRvtOTDtaV3AQ4pBfCu8wZOQPAEAAAAAHFfXfUTOnpFnET0r1PSB1NBCBs+CrzhIngAAAAAAjlN0uY3sG0WP2wqk6Glb6R1tiYgIT1UBAAAAAAAAd6HNEwAAAAAAANyF5AkAAAAAAADuQvIEAAAAAAAAdyF5AgAAAAAAgLuQPAEAAAAAAMBdSJ4AAAAAAADgLiRPAAAAAAAAcBeSJwAAAAAAALgLyRMAAAAAAADctcTrCoCXGhoavK4CAAAAAFhy6tQpr6sAkDskz0pXgaewxcVFIlq6dKnXFSlni4uL2ML5Y4zp37ziM0PESBA/YUSMiEjg0u+kX3CpF5SeWEhNT7rp9UVJ76ReSDNqlpJenGBYZrznrqxrKghC1mkKBnuve3D6dRv2Xvd4vveitQDKAJInAID3DEPmVTsOEZGgzJBGkxU5/8ghYoIuqaZjKjHj1aciS6RWZFoREyW3jgAAALlB8gQAKJxMyaRx+0HxY0HZ0lgxap48QJygCaVMnUiLMKHpv83fP/EnRORjAscEIuJI4JjAsaT0JglExHFJn/gOCRxLagopwtUEAABwBJInAIADLDZ2NX3igMBI4MRolYqXHCFtGKr5s8eIMraLFjik6Suwme8hIjlbckwg+99k16lPc0zwiaFUHUSRQgEAoJwgeQIAWGUSL6/bup+IiBFxjBT3RgqMiKnegdzUHHmUSIygQuqFwQZ1Kq3pC7/uxbtJvKFVbM/MKWdm1fvyzUTkY0mOBLkOiKAAAFAGkDwBAIzps8cNwUcExohL3W+ZvmuRIRkUnv/rYSJiHBETSOyqnPmWUbsaj98jlsmlCncjZ5rr/2k7x5K+VARF/gQAgJKG5AkAkKbMLR/dtE+68ZLEmw69qhTYUDfxMEvfKZq+W5alAiQnf6R4h6WaMcWRgMWg50HtMxj42R8oO+IiggIAQClC8gQASAfO5sDD4r+l4WQBisYDr24jIo4QQQEAoCQheQJA5ZKv4Ddf8xBRST6zBCrQvtduJMVwRMifAABQEpA8AaDipAPn1Q8SYeAfKFX7X29F/gQAgFKB5AkAlUIOnFsaHiC0cEK5OHB6iw8D4QIAQNFD8gSAMpcOnFfsFf/tZW0A3DH8RjMR+XAXKAAAFCskTwAoT+nAeZkYOL2sDEDBPPFGkKTBe9M7PVIoAAB4DskTAMqKfLXdsmGP+G9ccUNlevLN64iIYwKHvrgAAFAEkDwBoNCYUX/XPC+I04Fz/X3oTwug8dTPr+VIUD4UVIYsCgAAhYHkCQAFIl/ybvr9QYFLPzNT4Jjgo9zaZNKBc+19RER4CCeAqa+e2chI4EggqTkUWRQAAAoEyRMACoExdn3rfoEjwWfcILnx5oMCRwLHrERQeZrWi+8Rb2hzvMIAFeIbsw1ij1wi4ijJqW8QlSGOAgBAnpA8AcBd4lXs9a37LU7feMshgSOBI/1TCtOBc81uYgyDBgG44a/e+jAj4ijJ0k2jBnEUWRQAAGxB8gQAFzHGgs2PClwuw/xcteOQnD9FrfX9YqGO1Q8ArJl+ey1HArIoAADkDMkTAFwhXpUGmx/Ns5wrbzv046fvIjl2AkBx+G58jXzLKCNB300XQRQAAJSQPAHAecuWLbvhI4+Q2D6StytvOyQwdvypPoRPgGL20tnViixKeKAoAAAoIXkCgMMYYzd85BHHi708NHQ80kfiTZ4AUPR++E4NETESmK5rLoIoAEAFQvIEACcxxj56Xdili8rLQ0PE0fEn+xA+HfTGo32ady7aO+RJTaCMnXqnmiOpGwRHBuOHAQBA2UPyBADHMMaar93n9rXkZbcPHf9yX+tF97i8nDJ3er8UOJv5HiJawiV9LElEPiYc25TOohc9gBQKznvl3SpNd1xCEAUAKHdIngBgieEj/jSar91XgJqQHD4vRvi07fWDUqq8/sW7iIjjkqS7G/cTMzuJyMeSS1jyGxul6dc8hAgKDnv13SpGgnhmUQ6WiwgKAFCWkDwBQGKeLVuXhsSppKdoyhMzRkTHf3G4OfCwq9XT+PCfDB3/EsKnVa8NSwFy4wv9RMQxgShpZcZPnfysjyV9XPLI1X1EVL8P+RPc8ua7FxCGJgIAKF9IngAVJ1PCbPngbfIU6RfSS7NQevwXhzdf81DhLw83fH7o+Bf7iKhl7X0FX3gpeW2474qp+zgSfJzVwKm344d/tIQln76qD+ET3HZm/gLxBXrkAgCUEyRPgHJmGDJbfusPxc/kiVT/tEmMnbnNm78Nnx8ijp4f7UP4NPTqSB8RXTHl2MYJnbo10tBHRHWPIH9CIczOX8ClOoSjORQAoKQheQKUPJNeslt+o1M1Ra7xMpPjf/fk5qsfdLbMHFzaM/T8SB8RtaxH/kx7daRvw7f3cIxybuc0FDp16xKW/PKVfQifUHjx+eXiCzSHAgCUHCRPgNJgFi9/7dPiJNousU7nTI3jf/fkloYHiuRa79KeIbF9D4jolS/2EdGGb+9xbxF3/uSTj1/RR0QXPob8Cd44O79cviFAH0RFiKMAAMWjYpNnbHhbmKfgwLHeRq+rAiAzi5e/sl0RLMWrLXeDpTkxdnpYAb31vUPPD/eh2fOVL/atffZ+62MI5ezOn3zSx4Thy/sQPqEYLCyk7w5N/y/iKABA0ajY5AngPf0l0eYPfFL8JDWF+D9eJkxDx8+PeV0FY+v7hp4f6iOilksHvK6LB372pT4iWvvs/YVc6K6fth+4rI+IVh84VMjlAlhxbkEaL1ckNo1mfUYUoikAgBuQPAEKxCBnLrlZ+XnxBUxjx8+Pbbl8L3FFWt31fUMCR88f7GvZ4GJf0yL0sy/1XfSXD3Kcu+2chnb9tN3Hko99+K7VBxE+oQT8IrGC1HFU+TJTx908Ic0CACB5AjjP8Kql2ddBynxZpMEti+OLY1su3+t1LbJbt2vo+QOVEj5ffrKPiC76S4+Hehp45ePhDQifUA4WE1XiC0U6VZ2ymfa18eOnVJO5fON9Jki8AFA8kDxVErHJiaMn+Hhc+rffH9y0vaO9sSo1gXx7aAcNDx6VJvQHO5UTidP4Ow+PtlelS57s3jke19xYmnVxYln+zsP91RODYT4uLmwTjY/rFpBhEVAA+uuJZq5DN1GBKgOytf1Dzw/2EdGWy0ogKufs5Sf76v/iIcYVxcXl/a9ue/DSu4jIP4T8CaDyz+dWKf+pzq7avxBG72hf6v+qKOdSPDbL7M8PcikAFBKSZ1psuFsMd2nxOB8P8/PaLHf2aPfOeHrKOD9uMJFzi6P5icFxedLqje3V8+M8H59fIFIkz8TJE3EiCgYQO51n/pe7md2U+dfwsnJ8MdLy4S+U0HXK2v4h4uiFx/rKMny+HOkjovq/8Oxhqobuf3Wbj5J7L70L4ROgGPznexdShj9LjLLf8kpIpwDgHCTPlNhwmI8T+TsH+uVGx0RseGeYJ/7oZEejsnkxHo9TcOBwb2MVUSI2PBjm48RHY72N1kOfrcXx2hbOQJB4XrPEhfnMwbOhoSFTRRYXFy1XuoQtW7Ysn9mbWXvqZdmmyqyOL0ZKtPPqJfcOvfBoHxFtuaJ88ufLkb4Ln3mYMSIqxovCR17fet+6u4jIP4L8CVC8/vu9uqzTONJP+Pz58/kXUgwq5KoJwCVInpJYlCcif2e/sq9rVWNHp58fj2ubF8nfKcZOIqpq7N0e5MM8nZ1PUGMVWWNvceTv7Fd1rG3UR0+xxOJu8cwz/uVDER0hF8//slRjp+iSe4eI0QuPSA/8LLbnwdjyk6f6iOjCZx72uiJZPPL6Vh8Ju9fdhfAJUNLef68+/0J83l0AuK1sQjVAASB5Shp7jx3rTf0jkUgsLJycj86f4DX9YSW11cocuLLaT2SQFx1bnH/TRk3BuuhpHjxPnTpl+H5DQ8PSpUst1jl/RdJjR/zBspArXuoYY+XxkMyL9wwRETF64eG+Itkb7WKMrf5GmJhQnE2degdPb7l77V3i61LZ5ouLizg/uASnX7cV7d5bIke/Gey9APlD8lRIdZzNyl+9spCLM6KJnqXQ4hiBVXcAACAASURBVAmliTHWsq4cYqfSRXuH5P5jpRKHxAqv/kbY64rYdvD0Fh9L+uh9cRVKZYMDAACAs5A8U6SRYUV+v7+2dlN1YOPG+cH0u54tTt3EKlJFTwRPcEdZxk7RRXuHiEkjbIjvFHMiYozVfu0Rxoq3hlY8/kbQxwTGWDFvagAAAHAJkqcoMTk4HieSxw2S358v2sWJ0fPsfIIaFxA8wQVePX2uwC56YEjgiKgYI6hcpdqvPeJtTRz05JvXofETAACgAlVA8kxMDg+e4OO16idpzp9VTSQODOvv7NCMESS+7zhHFidGzxMnExvpLCF4grMYY60X30Ol3spmx5qHhgR1K6jIk4Ak1qFm/FGiMvwSnnzzuiUsWYRRHwAAANxTAcmT6Gw8TkSqoWel6Jftfk2xFyvZG7fWaMAh6WGbWdhcnBQ9JyYojuAJTpJiZ6Wq3zdEjAQxFumCKLmclKTMeeSxUhlDKGd/+vMAEfkQQQEAACpDBSTPqo2b/OPxeHx8cHKj+EjMRGz4KE+qIWOltDg+EdsodX9NxCYHwznd4llVXUsUJz48HDjc21hlVJJDi5Pu9eTJqUGPAEDnwsekEXGJCUQkuNMoKpdZ89XHKu2psV+bvZqIfIRbQAEAAMpZBSRPqmrfHhwP8xQf37ltXPF+cHv6GZmpafjwTl4xib9zYNOJsNETNs1Ij+VUFhYcGKBwWC7aqcWJCZaMnrsCkAsx/7Su2e11RYra6oOHxHBo2DtXKVOO0s9S86f7iaRwW7GembsS7Z8AAADlqhKSJ1Fj77HD1cODJ/i42Kjo9we39/eq+7M29h4eqJ44Os5rJonNE8XtdbelqvbRwzQ8KJXlDw709zYuDGuq5MTipPZcBE9wBGOstW4XVcbAQg7yDx9StohKmEHrqKwmMihNLEZNbPKUZ+au9FFS2QVXhCAKAABQ6tC1qbSJD2fxdx4ebc8lejY0NJw6dcrxWhU5PAzakBQ7iYgxYow4Jr4WpBdEHKd6h2NiRhU4aWLlC3kuwad6R+Dkd8SiSPrUR9Kn8mQcqV6kJqb0O5R+R9ECmSo8FQK59B2b0vSKezjT05OqBOU0iomF9DRMO71h8iQiYgKpFye/o0yeTPlRqtmPUl+C/IJJqyCIww4xJo0/xLjU6nJJJn0/AsclxS9KekGCj5PfFJawpDi9jwlEtIRL+liSiHxMWMKJL5JLpHeSPi5JREuYNM0SllzC3pcmll4k09NTcgn3PhH5SPDJJZA0vY+kEjhKyjOKE3Op2cV3uNTsHCXbVp+mQuXPxcVFnB9cgtOv27D3usfzvbehoYGIKvCyDcpJZbR5li1x4CK0eEK+KuQBKlC6nn/7Eo4wFhEAAEAJQ/IsYYnYxHhcfb8qgH2MsdbVd6GTLRS/77x9kY8JHAmIoAAAACUHybMkxYa3pYYr8nd24HEqkDspdgKUlO/F6zn17aCIoAAAAEUOybM0SWPa+oMD/WjwhJwxxlr9fV7XAiB3M2f9HAkcQysoAABAsUPyLEmN7aPH2r2uBJQ4xlhrba/XtQBwRuydGo7QERcAAKB4IXkCVBzpoZ2InVCOfvxOtY8EhlZQAACAIoPkCVBZGGOtq7oxnpAVc/eZdUVefehQwWoCOfjZu1UckQ+toAAAAMUByROgUkhNnau6va5IEfn5A2bZ0j96UPGMUIGkx4cKAkfECW/fZjwyU+3jBx2vJ+Tj9LsrOBIYI0RQAAAADyF5AlQExljryjsrvKnzzX3anFkfHiIigSOBI1LESzFbmpe26un9TI6jTGCcQESME+Lb75anqXkCKbSI/Hz+Ao5IvhcU+RMAAKCQkDwBypncyNO68k5va1J4pwe1OfOi+6WcKTVjuhPDV38jTESMS3KcMHuTlEJrvnzAlYVBTt6aX84ITaAAAAAFheQJUJ6kvrVVnxf/4XFtCuW1oXTaXLs7lTNTzZiFjxf1f/EQ4wSOCW9+Ypf4Ts2TiKDF4uz8ciLiUr1wkT8BAABcheQJUIYYY60r7vC6Fq575YvaVs31fares8Xj4m8+wHGCj0u+ui0VQSOD3lYJZPMLyzlichPo+fPnva0PAABAWULyBCgf6b61ZRo7X46oouaH71D3nvWiVdOuS499gTHBxwkv39hPRKue2u91jUCSWLhAHE9q2bJl4jtoBQUAAHAQkidAOZD61i6/XfyHx7VxyI+OaAePveKzQ6WVM01c/tyAjyVPte0W/1nzp4igxeK9hQs4xuQbQZE/AQAAHIHkCVDC0o2cH9rpbU2cEvt6Om1e1XlIlTO5MknUSlcfv4eIfEw42bIb4bPY/F1iBVP0wkUEBQAAyAeSJ0CJYYomzdbf+5z4lme1ydvMN3cp/9l4yyEiEljR3ajptqbv7JrZnGr/PPKYt5UBpV8mqogIERQAACBPSJ4AJUCVNpd2iW9RyebNE9/ul18H/r8DAsc8HH62eDR9Z9cSluSYwH/0HoTPIvQPiZWUiqAInwAAAHYheQIUEZah9bLldz+b+rxk4ybR949LbXqbtg0KHKvAhk2LmvmeF4P3EFHN+KNe1wUM/FOiGu2fAAAAdiF5Arglh5TY8sHbxDlTRaj+r0TxL94rvriubb/gK+Gm2kJq5nt8XPL566VNV/u1R7ytD2j8U6JaHIIIERQAAMAiJE+AXFhJlVt+/VZFhmQkJkj1O8oSS/p2zUz4F++9vuUxgUPgzMWN3/88Efm45LFN9yF8Fqd/PreK4S5QAAAAC5A8ASzRRM0tv7pdfFvbLMlKe7wfp3z3e/eJL65vwf2KDviDl27/q2vvI6LV3wh7XRcw9q/nakgRQZE/AQAANMoleSYmu3eOx82mCA4c6220XF5seFuYtzkPlBF9k+bmD3yKSAqYaL8z8eJLe4go2PwoEQkcw9W3U/7gpdt9LDnZNIDwWeT+7VwtU5xDEEEBAABE5ZI8AZwgXyxuXnKzQXsmZPadH+wVX9zwkUfK8sGbReLmaOiZwID4+sJnHva2MmDi38/5SeoDgSZQAAAAorJLnmikBNuUzZubfTcjZubgOz/Y+9FN+wSuPG9VLTY3R0M+Lukj4c+v+QIR1f/FQ17XCMz8xzk/mkABAACo7JIngCXLli2TXzf7OggdaHP1wqkHiOijm/Z5XZFKdOsPbvNx73/16r0In8Xv/53zi/ETERQAACpWpSbPRGxy4ugJPi7eGur3B7f39zZWGU84eHQ8Hicif7Bze0e7YqrY8LYw7+883F89MRjmpUn6e6sntoV58nceHm1PTyvdiKpulFXXgsjvD26ysIhNND6uW0CGRYBIc99mM9fhVU3KyQunHmgOPEwMN3N66bYf7Xj6qr1EdNFfPuh1XSC7/3xvNanHwhUhiAIAQNmryOSpG44oHufDO88GB0a1kS06vJPn5an48TA/r8t18xOD43yqtOqNVbRgrRax4e4wrx4UKR7n4xYW0V49P87z8fkFIkXyTJw8ESeiYACx02B8oGbuJvGTwlem/LzwstTC1hzAfYZF4bYf7fCxZKThfvGfa5+939v6gBX/9d6Fyn/qz1rIogAAUGYqMHnGhneOx4n8wYFUM2ciNjkYHo/z4eGAOvPxPE/+zoH+9sYqSsSGB8O8fqI4r21+tJQ8Y8NhPk5y6STWY3hnmCf+6GRHo7I1U7+IQJB4no/GehvTNVmYzxw8GxoaMlVkcXHRSn2LlrLfrKyZ3aT6N/KmQ55/ZR8RbW58kIjQ1Flsdv74FiLykfDElQ8ifJac/36vTvOO4UODz58/X5DquKvU/+4UOWxeV2HzAuSjzJInH97GG7yt6ICamDzKE5GqfbOqsX30MHXvHNdlPgoOjLY3ShP19nee3Tke103k7+xvN+qoayYW5aU5FV1rqxo7Ov38eFzbmqlfRKM+eoolFneLp2FKzFMza1e/gZTpludf2bflyvsFjvO6IpBF98s3j14u9bzd8O093lYGcqbJouK96D4XzqIAkI/y+D0IoDDKLHlmJXZJ9Xd2aANa1cZN/vF4/MTJRHs642mmq2rfHhwPa7u5+jdttJs7iRp7jx3rlSuVSCwsnJyPzp/gecNnkuoXoYue5sHz1KlThu83NDQsXbrUdu1zVSSdx8QfLAu54qVObHvZciWa0UpG98s3+5jgo+SBy/ZR0Rx6pWJxcbFozw+l/k3i9Ou2Yt57Sx32XoD8lVnytDi6Tnx857Zx409UqbK2WhP4Vlb7ieJn5xNkOByRPVL/3dxm1kTPUmjxhNLEGNty2V5CS2dp2vXTdh9LYjxVAAAA8FyZJc+sxJshHaWLp5aoRjny+/21tZuqAxs3zg+qxz7KvAhV9ETwBBdITZ2X7fW6IpCvgVc+TkQ+JojfKfInAAAAFF6lJU+R7oEkhZaYHByPE1Fw4LDqYS6JeetliNHz7HyCGhcQPMFpjLGWDXswjFCZefDV30cTKAAAAHii0pKn2F1WP4SPMW23WunBJbm1ciqJTa/+zg5Np11bTbJi9DxxMrGRzhKCJzhIip1Qpva9dqOPJX2ECAoAAACFU2k3b1Vt3OQnIv7oZELzSWx427Zt27pV78dPnFT+0+ITM1dW+0m6Y1Q7axZip1kx8VrQGAgSxU9MTJyII3iCA1hKy6UDXtcFCmHw9ZaDp7cMv9HM1LyuFwAAAJShSkueVNW+PUhE8fGd3ZOxVL5LxIa7wzwRBberO+HGx3cOS1MlpOeAZo94VdW1RER8WJo1EVPe00lEcjgdn1BUYbJ7W9jokTAmxOjJ83Eif/VKe/MCKIh5o/WSe1svubdl3X1eVwcKbfiN5sffuOGJNz/yxJsfOfzmdcyI13UEAACA0lZpvW2JqLF3IHg2zMfj4+GdqgFu/cEBzcC4wWCQ58M7ebNpjJYgPpaTFLMGBwYonA6W0vNZSF04+TsHNp0IGz3QMwOx8zDl+GgXACIiYoy1XrSbEC0gJfLza4nIR4KPJYmIo6Q8OpE59NoFAACATCoweRI19o4eDkxOHD3Bx8WWSL8/uGl7R7v+SSmB3sMBSj36xB8c6O+19DSVqvbRwzQ8OK6cb2FYU4fDA9UTR6VJyO8Pbu/vbayi2DxRXHeDacYFiU8hRfCE3IhZovWi3V5XBErA12ev9lGSY0ki8lHSxwSSQqn0DkcG6RRZFAAAAEQMlwUlTXw4S85j9TY0NJw6dcrxWhU5PAxaxBhrrd9FxIhj4r/FZk+BY8RJr4kxQXzBUepTTuqkz5iQmlHgSJoxXYL0jsDkj4iIBF/qBccERukZpRcklqn4iFLTpz5SvaObRvlR6rWicPX0TP+RIL9DnCBNw1QfESfInzL5TSaw1DvSluOSXOodTgxpnODjkuIG83ECEfmYNI2PCRyXJKIlLMkxaTIfl1xCgvhCjHk+lop5XNInffS+9iMSfNz7Ypk+Sqo+YoJPDoosKX7KMSEdHdOpMlWUos1TN41B8pRn5FKLbqqV7jQoob81i4uLOD+4BKdft2HvdY/ne29DQwMRVeBlG5STimzzLB/iwEVo8QQb5Fap1vpd3tYEKsEPztYSEaforFtCERQAAAAchORZwhKxifG4flgkAGNS39rVdxOR1M4JUCin3qkmIh8hggIAAFQoJM+SFBuWx8H1d3bgcSqQHWOstbaXWMUNZw3F5mfvVpHUfRu3ewAAAFQQXIaWpmo/EYmDF6HBE0zIj8Rore31ui4AKqffXYHntQAAAFQOtHmWpMb20WPtXlcCipvUt3ZVt/gPj2sDYOT0uys49L8FAACoDEieAGUlPYDQyjsROKEknJm/gIjECIrwCQAAUK6QPAHKB2OsdcUd8vNRAErL2/PLxZ9OkD8BAADKD5InQMlLt3OuuMPbmgDk6e355Rh8CAAAoCwheQKUqnTgXH67+G8vawPgnHcX0PgJAABQbpA8AUpMOnB+aKe3NQFwz7sLyzliaPwEAAAoG0ieAKUhHTiXhnAnpxve2t1HRKsPHfK6IpB2buECNH4CAACUByRPgKImB86W3/ksMcLDDx1xZm+f/s3GWw4JjH541136j2q/eND9SoGxcwsXMNz5CQAAUPqQPAGKUTpwfvA2tHA65ecPSoGz6RMHiEjgmMAREQk+EjhpC1/VeYiIBI6kjzhGjH7yeVVSXfWVwcJVGoiI6BeJFQifAAAAJQ3JE6CIpAPn//xjpE0HvRHuI6JrPzZIlA6Z1l3x2SFFFqWffTYdRGuOPOZYLcHU3yVWoOctAABA6ULyBPBeOnD+1h+ihdNBp/dLEfG6G/cLHHMqr2z4/BAxIiKBo1d3pFNo7dcecWgJYOzvEisYMfl4QQQFAAAoIUieAJ5JB87f3IG06bjT+/uub3lM4BhxLi5lfe8QEREjgaPXP63qlFv/Fw+5uOAK9stEFZF41zP63wIAAJQMJE+AQpMD55bf6FT+Exx0erDv+pZC94Ndd/eQwJEYdAVGb9yUDqIXf/OBAlemEvxDYiX63wIAAJQKJE+AAkkHzl+/Vfy3l7UpX68N9RHRRzY/5nkWuWRgiMTBihi9+QmD0XSJ6Orj9xS2UuXmHxIr0fgJAABQEpA8AVykbM/c8j8+TYwR8qabXhvquyH4iIO3dDrlor1DxJEgfvtMGqyIGP2w1TiRZnJzNOR43crAPyWqcfMnAABAkUPyBHBeunnzV28R/+1lbSrGq8N9NwRLbIyfukeldlFiQupFOpcKnCC9EPcgTngmsCtrmd0v3+xafYvXPyWqxcd+ov8tAABAcULyBHBMOnD+yna0bRbYK6N9N3ykxGJnDmoOHyAi4oTU3aQCk2KqkBpISRi9/F79jAOvfLxAVfTaP59bxRQHIyIoAABAkUDyBMiXfI27+QOfIkboUFt4r4z2ffS6MBKGqPbPHyEiYsQ4gYgYI8Ylwxu+oJls8PWWwtetYP71XA1h/FsAAIBiguSZQWx429Gz/traTdWBje2NVcYTJWKTJ6PzJ87ytduP9TYWsGphnvydh0fbM9QLCkIROD9JSJse+dkTfUT00evCXlek2F34zMOMEeMExgQi4pjQv+4BzTRPvPmRwlfMbf92rhbtnwAAAMUAyTOzeDwej8eJn6/OECtjE+FxnoiIagtZL/CQcsSgzUtuJjRweupnT/Q1Bx4WOHwHubjkr+4nIp+cRTnhjov36Sf76pmNha6Z0/7tXC0jEm8CFd9BBAUAACg8JE9Tfr8/Huejsd5Gg+gZi/LiBPHCVwwKK9286buZCA2cReGnX+5rDjzsdS3KyuXPDRARx5JilvdxSY4Jf7hmMOuMz729zu26OeLfz/mJiOkeoosgCgAAUABInuZqazNGz1iUJ3/nplokz3KkuTBt9nUQ2jeLyctP9jVvROwshMAL/RwTfCxJRBwTOC5JRD4m+JhARD6W9DHhxtVfylrOqXeq3a6qdf8hRVDpiMZwuAAAAAWA5GmuOrDJzxtGTzF4bqyeHzeYLRGbnDh6gpczqd8f3LS9Q3m/aGx4W5j3dx7ur54YDPNxIvIHO/t7xTs3E7HJiaPjfDw17/b+XsNbTROTw4PSZIq5IUfKtNnMdSg+8KAyYOLlJ/s2Nz6IlFA8PnbiTzgu6SMpoPq4JEeC+GKJGFlJaKgxOlcSEdGZ+QsKVlVD//neamVfXBmyKAAAgIOQPLNYuXGTf9wgesaiPFGwuormdbPEhrvDvLodNB7n42F+fkB7w+j8RCo5ElH1RjF2TnbvHI+r5g3vPKsfT2h+ojs9L8X58Z1nCYMOWae/ymzmbhI/KXxlwKKffKWPiDY3Puh1RcC2z/34FiJaokinPhKbT5Nrqr+pmfjdheWFr+F/vneh5uBHFgUAAHAQkmc2VYbRUwyegUaiqGb62HCYjxP5Owf65TbORGx4Z5gn/uhkR6MyGsZ53Ri1icnB8Tgp5hfnjY9PxNpVsVWcV5woERseDPNx/UQpDQ0NmdZvcXHR8rYoMcuWLTP5tJndJL1C0iwRP/lK35aGBwRdGIBSJz5rdAlLZVEuuWrllPzpuQXPWkT/670LNX3s9VlU4/z5827WqEyU8d+dYoDN6ypsXoB8IHlmZRA9E5NHU8Ezppk6FuWJyN/Zr+xaW9XY0ennx+Px+QUiVaOkv7Nf1UqZOHkiTkTBgdH2xtS8vQNBPszrml0VkbWqsXd7kA/zdHY+QZkeAVMEzKOg45pZu+49hJZS9eOn79rS8IDXtYAC2f96KxFxLLmEkitWvqj59JcJz85y//1enf5NZTr1FfYsBwCew+9NANYheWZXVV1LpIyeYjwMBoxaFxt7jx3rTf0jkUgsLJycj86f4HnDYYj8mzaqrqBSwVNdtKpMWW21ctaV1X4ig2grOnXqlOGqNTQ0LF261PAjNxRJRzXxB8tCrngFWlxcdHALM8a2XHm/U6VBaRk+3exjSR9LLkn1zv3dqpfkT904q+Sz9xbHSa544fTrNmfPvaCEvRcgf0ieFjQGgsSnGx3NgicRUarzaw5LWpiPE5G/emX2SS1NBFD6GGNbLt/rdS2giPzZmQAR+eh9HxPwiE4AAIBSgeRphSp6ZgmeqgGC/H5/be2m6sDGjfODqmGDJOp2S/N3ASqNGCoQO8HE12evXkLv+1gSj+gEAAAockieliii50rT4JkaICg4cFj1IJSEfgjczIr8bk2AQmCMtWzYQ4whQIAVk3OX+1h6vFy0hQIAABQbJE9r5OjZUW3a4il1l+3s0CRH8f2szO/WBKgIYmZo2bDH64pACTv+9iVE5KMkYwzhEwAAoBhwXlegVKys9hPR2ehElns8jYkj3oqtmWaqNm7yExEfVQ2Zm5js3rZt27Zh7Ti6AOWHMday/r6WSwe8rgiUie/G17AUr+sCAABQ0ZA8LRIzYZznzYOnGFDj4xOxVMRMxCa7t4V5W4shPtw9KZWQiKU68NqNuwAlRcwGLevv87oiUG6+G1/z/XjdS2dXI38CAAB4CL1trRIf65lt6Nmq9u3B8TBPfHinMmz6Owc2nQgbPdBTX0B/54md4/H4eHjnuOL94EAvgieUL8ZY6yX3CkgFYM0frYlq3pmcuzzrXC+dXS32vxX/iV64AAAAhYTkaVkqemqfwanR2Ht4oHri6Lj0VBW/P7i9v7eximLzRHErgwdVtY8erp40KAGgHIkxoPWSe72uCJSArov/VnxRExkUOIGJvXY4gTihvU7ahY69dal5IbF3aojIRwJuAQUAACgk/N2taA0NDadOnfK6FoWGh0EXgMWnmTPGWtfsJo4RY0QkMCbdAcCkd4gxgWNEpJ9G4Dhi4gtGHJNepN4ROCZw8qfym6SbjIhI8JG4FIFRahrSTaz+SH5TbD9TzCgtjqVeyNPoJlbNxYTUC+WngvRCKkEg+YW0lFT6YkLq5gmBpeYSXzBGjEumXgjiaMEck1745Hc4gZM+Soqb3MclU+8IPpYUX3CcOHis4BNnZ0mfNHvSR9JkPi7JkVh4cok4Iwk+7n0iWqKYRh6HVnxniTwyLZdcQuLipBc+lrzzku8SUc2XDhBH5BO3lSp5EhHjBMYJ8e3STcLH377ER1L1fCQtxUfSSvlI8FHy8poF0jV+Wtx7IQc4/boNe697PN97GxoaiKgCL9ugnKDNEwC8IcVOAFO9a18kotovHpRyeDb+o2HGCRwntK7+AhF9N77GZOKX31nJMTR+AgAAFAKSJwAUmtTDtr7f64pAsetd+6J/5JDFzKlRN/Ewxwk3+Peah08ieu3dKoRPAAAAtyF5AkCByCO7tF54N2EwITC1e91xIvKPHMqznIu/+cAN/geI6KWzq00mO/3uCnH/RP4EAABwCZInABQCY6zVfxcx6bZJABO71x1fffCQ4NBjvy7+5gMcJ1xb+2DW8CkOO3T+/HlnFgwAAAAKeJ4nALiIpbT67/K6LlAaBtZNrT6Yb1On3qXHvnBt7dsba8+aT3Zm/oJly5bhsZ8AAACOQ5snADhv2bJl4ovWmh4iQt9asGjvpX994eAhlzq8XnrsCxwnNNbsEx+sksmZ+QvwzBUAAADHIXkCgAM0bUSt1d1EhI61YMveS//6wseGiNzNe1dM3ddY8wgRvfzOSpPJ3p5fjjs/AQAAHITkCQC5Sw8atOKOdMMmWjjBpvCGZ4nowseGCrO4K6bu8zHh8ppHs4ZPjgiNnwAAAI5A8gQAe5TNm63Lbyci4nDHOOQuvOHZ+n1DAudyW6fONc/vvrxmPxG99m6VyWTzC2j8BAAAcACSJwBYkm7e/L3Pif9G2ybk77EPf7N+X4GaOvWueX63j0uuX3Xg9LsrTCabX1jOEUPjJwAAQD6QPAHAmPbWzaVd4rve1AbK0YHLJr2uAhHRdS/etXbVIfPwSUTnFi5A4ycAAEDOkDwBQEu8vG75X58hIuLEqInACQ47cNnkmgeHiBW6k62h4N/0rV01RERn5i8wmezcwgUMd34CAADkBMkTACRyI2fLB29D2ya4auiyiTUPetbJ1lDwb/qWcMk11SPm4ZOIfpFYgcZPAAAAu5A8ASDVyPnbfyT+w+PaQLkbveJ/X/TAUHGGttbv37mm+nEient+uclkv0iswLC3AAAAtiB5AlSudCPnb/0hAicUxugV//uivcXV2qnR+v07l7Dk6uonzMMnES0mqtD4CQAAYBGSJ0DFkQPnlt/oZBiiFgrlySu/TkRFHjtlH3vp9tXVXyai+QWz/LmYqMKdnwAAAFYgeQJUinTg/PVbkTahwJ688uuXDAwJxTGekEUfe+l2HxOqVx42D59E9PeJlWj8BAAAMIfkCVARGGNbfu1WjFALnvjKVeOXDJRGU6deR7SreuUYEZ1bMBt56O8TK9H4CQAAYALJE6Ccpds5f+1Wb2sCFevpq454XYV8dUS7fNz7K1Y+Jf7zF4mMT/78x0Q1Gj8BAAAMIXkClKF04Pwfn/a2JlDhnr7qyNrdQwLndT2c8Okf3EZES7j3P1T11SzhE42fAAAAm8fnBQAAIABJREFUOkieAOUjHTh/dbv4by9rA5Xta9c8TURrd5dqJ1sTn/nRjg9VSQ25i4kqw2n+b6rxk9D+CQAAQERIngDlQbzG3fIrYuD0uDIAX7vm6XV3l0lTp6HP/GiHj73vY8LSqq8T0d8nVuqnEcMn2j8BAABE5XtdUCwSk93btm3b1j2ZcKnoVMmx4W3btm0bjjm+GChWTGHzBz61+Vc+5XWNAOiZQOToNU+tu7sMmzoN3f7jW+78ySd/p2rBZJp/ObdKPlQLVjEAAIBigzZPlyVOnogTEcVPnEy0txv3ygKwQ7543fwBRE0oLs8EIuv7hqikHp3iiN6Xb/6dqmfE1/+YqNZP8C/nVjFipDh+0QoKAACVBsnTXbGJ8TgFg0Ge552PnlXto8fanSwQipayqWTzkpuJGLrUQvH41qYviS/W91VKU6de78s3L2Hv+1jyg1XfJKL/a5Q/iehfz9UgggIAQGVC8nRVLMoT+as7AkGe58cnYu29jV5XCUqAvkve5iU3e1ITABPT1z8uvthw55DAUQU2dRq652ef8LHkb1c9myl8iv7tXK14nOuPd2RRAAAoS0iebhKD56aNVY3VQeJ5PhrrbdREz9jwtjBPwYFjvSsnhwfH+TgR+YOd2zvaG6vUE/k7D/dXTwyGU5P092482b1zPO7vPDyKbrylTH/d2ezrIGWzJpo3IT9v3fwF8UX95EP5l/Y3wRHxxYfvGBIY9k9j97+67berjomv/+XcKpMp//1crbwRM2VRERIpAACUNCRPF8nBk6gqkCl6iuYnu8PjcekfcX48zM8PHNM0kM5PSMmUiKh6I8Jmicg6pkgz16GewcXKQDl557P9Fqds+sQBIhIYRdt35b/cy3YOEaMyHrfWKfe/us1HySXc+7+5Yto8fGr8xzk/kcEvTzkMUISwCgAAxQPJ0zWJyaNy8CRqFKPn0cmORoMGSn58nPydA/3tjVWUiA0Phvk4Hx4OqLJnnOdJ3b5pfbTchoaGTB8tLi5aLqas5Lziy5YtszV9M7vJKEwiX4I979xxt+adYPOjApOaxgWOCVJ7GQk+Jr1ItaDJ4SPQflBMjGLnWO2M4kdM/ogEpi6KS70AO/a/3vqbK44T0b+eq8mnnP98b7X6DbMkqrmbNDfnz5/PZ/ZMKvbvTmFg87oKmxcgH0iebhEHtU0Fz1T0zDjEbXBgtF2MmVWNvf2dZ3eOx3Ux1d/ZX9rdau1mtuLUzAyHdcL1ODjv7J3ptPnR68ICS2UNOV5Cidj/equPJX9jxQt5hk+7/vu9OlvTa8Yu85XFSRvAVS79QANQlpA8XSIGz+D2dFQ0i57+zg5lz9qq9u3B8TAfn18gSk+aTrG2nTp1yvD9hoaGpUuX5liofUXS70v8wbKQK16BFhcXsYVzo2ykag48TETEMYFDziwHw280/8aKF6loToZZOV5NnH7dhnOve7D3AuQPydMdUvAMKPOkFD2NhritrdZkypXVfqL42fkENZZ0KycAWJN+TOvVDxLHiFI9XaG8DL/RvITeZ4yVSvgEAABwCsaIcIUYPIkPb1MK80RExEdjORWqi6cAUOpYypYr799y5f1bGh7wukZQCF968yPi9+51RQAAcjHdxUw1NTV1jU7PFaYWTaMuLch2+YYzWH/TxNxoE2OMsa5pi1Wxye3yZWjzdENsQh6n1kjmIW4BoCLIkWPLZXuJ8BtgJfrSmx9B4ycAlKloNBqNtkV6AiOzM932bjeHsobk6YJYlCeioO6xKESUmOw2GjtI261WajNFKydAWZEDZ8uGPeK/kTkq3FM/v1bcK5A/AaAMRXvqmwjhE2T4pd15UvAMGLVqVm3c5Cei+ImTqkeiaP4tBU/jIgCg9Ijdj1rW3dey7r6WSwe8rg4Ukad+fu2fnQmg5y0AlJ7AyKxgaHZqJCBNE+054HYPzqKxdUwQBEGwkLStT1lmkDwdZxY8M0fP8Z3DMfGdRGx4cBzBE6B8MMZaL76n9ZJ7va4IFK8jZ67BnZ8AUC7qtnbPzKbCZ+TZiomekA162zosMXnULHiK0XM8HlcPcRsMBnk+vJNPT+bvPKzvqwsAJUROEa0X3+NtTaAkHDlzjY8lcecnAJSHuhs7Aj3RKBG9dmaOtlZa4x4YQpunsyz0k5VaPdVD3AZ6Dw8E/eJrvz84cHhU98xPACgVYuNVa31/a31/60W7va4OlJJvzF6Fxk8AKAd1a9Zr35KGUO2aprnp0a6m9FC4qjFe56ZHu5rkDxmzMlDu3LRiFvMZ5rTlWxmK11L51kesNZlSXbumpq4sq253deyW7yy0eTqrqn30WHtO01Q19o4e6zWeo7H3mNFH6oIyTAQAhcUYa63bRUgOkKtvzF7FofETAErd3JnXxBfr12gbPJ/tqo9E0v+MpqeYG22q74mqp45GI9G2yERo5MiY4X2Rp5/rYj0R3QxGI+vOTXftaItoyk8NxTsRmpoZ25pX+XnSr300Gmmrj4RGQsbT21wdu+U7D22eAADOkJo663Z5XREoB5Nzl6PxEwBK19xzE2LGCayt13wUiUTSwxPNTo1M7RIDUjoYBUJTs9LoRbOzU6EAEUUjPfWGj5uMRnoi4hzy+EahABFRVDvD3KiU0xQTpyenaKTNaAHWy8/TdJdi7VXLivTo4mUOq2O3fDcgeQIAOIAx1uq/q3X13V5XBMrH5Nzlf/XWhxE+AaC0iP0/U41rgY4bDdoFQ1Op5sK6rd3STaDTB6RgNDI7M7a1Tpqrrm7rWGq4IuNoKM8h/Us5wz5Ff9ZU+aEpxcTi5FNSm99rZwy7nlorPz9zo/sipsvSsrk6tst3BZInAEBepKZO/11eVwTK07fe2oDGTwAoRtGeemagvr4t3YYW2mPUITX0cV2v1nQyOqKfo677iEnUM1hGXfeekFhF+aEu089K5e/S96itXyu1E56eNVhPa+XnR86RmZelmcHe6tgu3x1IngAAuZD/xLbW9LTW4iZrcNG33trw7bfWI3wCQGkJhKZmjW6cNOiASzR7Wgyr+rtCiSg9XpFBNjSIsUS09eNinJLb/cyeoWkwGpLt8vOSuinWfFmq92ytjv3y3YERhjyGcYEAShFjrLW6mxhhJCEomKm314nhEyMPAUBRCwQC6zv27OrO+CgVg3SZikZGoZSIpHa8qMEzWjLOIYqeniUyqMjc3BzNzs7SmWefnXgtEs18n2OO5duTyt0ZpFY+syyrk3f5DkHyBACwR4qdAAU39fY6jpJy4yciKAB4yfnBXTM2eUrteEbhKNMchmlqbrprxz6znJln+XnKknJ17K6O3fIdh+QJAGCVeMXfuvJOrysCReHLV3496zSPvG7Usyk/L7x9MRFxTMCTVwCg3OiaNFPkh7RYnUPXzKd9pkggEFi/fv3atR+/8catswdYW4QMWS7fAXYaUHNZHWcaaPOA5AkAYAljrHXFHeheC09ddUR8UTP+KBExTmCcIL7g5BdMICKOS9637kEi2v96qxs1+W58DcInAJSFVJNmxmyU5T7QjFLNfHOjO+RnihwZ00ZJo4GF7JWfnywNqPqUa3N1bJfvEowwBACQhTSS0Io7vK4IeOlr1zz9tWue/urVX635s8dq/uyxmiOPWZlr3bf2bvj2nt3rjt+99oXeS150vFbfi6eHlnS8cACAgkmNxxp51nCwWGkoV4OgF514zmiMn9TYr9JDXVKPFw2M6HNaunQj1srPU92NHeLYvYZrr2/vtbs6dst3C5InAICx9Oi1y29H7KxYE4GxicDYN655atVXBld9ZXDV0/tzKGTDt/dc9tzAlVP39V7y4ucv4Z2t4ffi9d+P152Ir0b+BIDSJT/bw+jBKalHrhg+pMXoySbTXW3Wg6FcurG8y7dCjob6R5bKzZsWGa6Og+XnA8kTAMAAY6z1Qztbl9/euvx2r+sC3vjWtV/+ZtPhmicP1Dx5oCYy6EiZV07dd/X0vX9y8fccKU3jRHz1zFk/mkABoDRt3SU+szPaU9/UNT0nxc+5uemu1A2Nhg+vJKJIG2sanU7NMD3a1dSmfTZoKnlFe3Z0TcvJdm5uuquJKW6XNH5GioXy85Z+ZGlbU5diYV3quzlTU9teHXvluwXJEwBARWrn/NBOrysC3jh+/eN/fd0T37r2yzVPHKz58gE3FnHN87v/5OLvdV18wo3CT56tPXm29gdna5UPdndjQQAAzqrrnpmVwmekrV66laC+vi0SJaJAKMNIuoGRkRBRtKctNUNbjzTDlHL6uu49Ibns1LlRLDwQGpkSl2v0uFCL5Tuy+lOhABFFI4qFifWTqqec2Pbq2CrfJUieAABEyr61v/e51t/7nNfVAW8cv/7x2scP1j5+sOaJg64u6Jrndzd9Z9dnLnrJvUX88J2aH75T86N3Vv34nWpEUAAoCXXdM8Ls1EgooEhCgUBoanZ2ZixjzLtxTJidUsySmkHTPrp1bEZTdCAQGhGL3ir39TW4EdJi+Q7YOjYzq1/UzNiNGaa1uzp2yncFxsSraA0NDadOnfK6FoW2uLhIREuXLvW6IuVscXGxVLawfC3eurSLGKWHrhVfyP/kuPT74n9E6ekZI8ZJLzjNjPLETBA/Ur4jvuBINQ3HiEhgjJhUgiC9I09Ggk81jcAxQZw49RExSr3DBI7k2aXXHBnMmJ5MmkZg6qI4MplYsUTphWIp0u+cQmpGg6I4+SMhXUnphUCMBE6QtpVPEN9kqekpNaKsZoxZjhM4Lim+8Klf+FjqBZf0seTfNh8Sv67ax6XAKaQLT9VK2gjSUogjYsbLVY5tq1o0E8RFc6lFL2HJ7zcfIqIjZ64hIh9L+kggIo4lfSTWM8mJ71BSnJ2j1DtM3GZCaism5TeJiBGJdWCkeIeEy2oWSKHA1wA4/bqthM69JcfzvbehoYGIKvCyDcoJnqoCAJVIDpwtv/tZsb3T2/qAJ37QIg0X5B86RETEkUCF/jX2+hfv4rjkjjXDYvh020/fWcmY4pcExZ6PX6IBAMBVSJ4AUEHSgfN/fUbVwgmV5Cdtj4gvLtw/JDWoelshos18z441I1+bvbrAy3393RWUag7V/P6CIAoAAM5C8gSAMqe8nm754G1Im5Xp1W0Py6/rHhmSe/kWj818z6frR74xe5VXFXjz3QsUHboJQRQAAJyF5AkAZUXfb7blf/6x+IEHtYGCeKfz3qzTrHloiJR3kxal1u/f+an6xz0Mn0pz88tTt+IiiAIAgAOQPAGgVBnenNnymzu0gwNB6Tv7+btNPl27e4goPViRctSi9BBHJeLGv73jU/VPENHk3OVe10UlPr/csEUUERQAACxC8gSAYpdp+J8tv36r+HHWKaHkvH33Xcp/bvj8kHIQXdKMwVv4+rnpxr+9w8eE9rovFVv4VJpfWE5ETD06F1IoAACYQPIEgOKiT49bfvUWYiTlDNULKDdv3dMnvrg8NCQ/eaX8sqUVn5jZ2V53+K/e+rDXFckisXABpQ5HNIQCAIAJJE8A8J4ybW7+lU8xYopgiYhZ/mb3SIHzytsOpR8xWvE+MbPzDy48/K23NnhdEavOLVyAm0IBACATJE93xIa3HT3rr63dVB3Y2N5YZTxRIjZ5Mjp/4ixfu/1Yb2NhKwjgOVXa/MCnUu96UxnwxJn7pcDZ8IeH5G60oHTTzOc+duGTJRQ+Rf9n4QJlN1z55fnz572qEgAAeA7J0zXxeDwejxM/X50hVsYmwuM8ERHVFrJeAF7RNINsXnIz+s1Wpp8/JAXOqzoPESO0cJr75MnPfuzCrxDR1NvrvK5Ljs4nVhAREVu2bJn8JhpCAQAqTemM91eK/H4/ER+NGX4Yi/LiBADljaU0+zo2+27evET6z+t6gTd+/lBf4y2Hrv70oas6D3ldl5LxyZOf9boKzlhMVIn//TJRxRS8rhcAQC6muxhjjDWNzrlT/txoE2OMsa5pd8ovPLR5uqq21h+P89FYb6Ou1TMW5cnfuak2Ho97UTMAVylbNpq5DrRqwhthqZ2z8RYEzlxs/8Fn2lY/VbrNnnq/TFQRSbd0F+19oW6k4uJZOwCAAkPydFV1YJOfN4yeYvDcWD0/bjBbIjY5cfQEL2dSvz+4aXuHfL9obHhbmCd/5+HRduUdpInJ7p3jcQoO4KZRKDD9xVkz1+FJTaDYnN4vBc5rPnmQiIhV4ii1Trk19sdtq/+UiF54+2Kv6+Kwv0+sJEW/e8O850Zgyxos//VcjWp69a9oTPdSU5w8vXI5BVs7AIBig+TprpUbN/nHDaJnLMoTBauraF43S2y4O8yr20HjcT4e5udTkbIxECSej88vECmSZ+LkiTgRBQOIneAuo5x5k2aSglUGitPrB6XAGWg/SJX6WBQ33Br7Yx9Lbln91fILn0r/oA6iRETkSqfcfz63yrBQ5uZJ7L/eu9BgiZnXDqEUAMoGkqfLqgyjpxg8A41EUc30seEwHyfydw70y22cidjwzjBP/NHJjsb2KkpFT02hC/OZg2dDQ0OmCi4uLua8ciWtYlfcnLKXbCbN7Kas00BFeeXxPs07TZ84QIShg9zymR/t2LL6CBF9N77G67oUzj8mquXXJntWpo+K/G7S/3rvwkxx10rNlYMG46+bq7B5AfKB5Ok2g+iZmDyaCp7awYdiUZ6I/J39ykexVDV2dPr58Xi6ldMgeopzFneLp5VUA95qZu3ZJinqqzew4uTE3c4WeN2N+wWOyaPUChx2Etd95kc7nrrqiNe1gEL47/fqxBcmLbE+/Hn1Dp4VBGAdkqfrqqpriZTRU+wWa5wRG3uPHetN/SORSCwsnJyPzp/gNd1v9dHTPHieOnXK8P2GhoalS5faXqVcFUmXIfEHy0KueAVaXFzEFnZJPjuw2Hiy5bK9xBFxHBEJjEljnDMmJUbGBO07JIitLpyUKgUm3bgmMAyR7pnQqVtv8P95kZxXLcLp1yXyXoBzr3uw9+rNzU0/d2DfRCQq9+ALBALrO/bs6t5aZzzD9Khi+kAgZDTtdBdrixAFRmZnurXFzI021fdEiUJTwthWo/fmpkcP7OuJRFPVCe05MiYtQL1wCoRGdAu3u2gnN45u2+w5Yroc2xu/OCB5uk+TEs2CJxERJWLDg9o7PbMVWgotngDgEbm3XsuHvyAUd59DsGXnj29hjJVW+ASAsjA33bWjLaK9aSwajUajbZGJ0NSMNjalkpty4kiGaXNzZrqrrS2iWUJbfSQ0JYxRV5OmttFIT1tkwihj5s/uxjHcNm31kdBIyJHyiwh+rC6AxkCQ5Od6ZgmeicnunXLs9Pv9wWBn58Dhw526536qCkXwBAAd+WGJLZcOtFw60LJhj9c1Aufd8ePteCQmABTY3KiUfAKhqVkhZXYqFCAiomikTf0EynS0CoykZpCmjkbanHkcZqSnLaKsj1ybSFtTU1skGgiNzMqLHpEq2rPD+Udx2t04012pbaOtfKRHFy9zKL+oIHkWgiIlmgfPxOTgeJyIggOHjx07dmx0dLS3t115y6eu0LPzCQRPAFATo0jrJfe2XnJvy7r7vK4OuOuOH2/v/sknET4BoFCmD4hRKTQ1M/b/s3fv4W1Vd77wv2ubnnY60+lckmlSxU0EdoA0pUDdisgTQJD4lsGlrTDUBYcCtWtKK9sQc3EgXCIgTmJbLW/9Wr28jWaaaT1uy6QPNtB2dtvUCiqh5RJCiQVycAQzk7znzLznOXNOW9B+/9hb0tbNlmRJe0v6fp48D9tbay8tK0bR17+119LN7axrnZid1qp0x04EU9vbx+ZmY5NB61onDqgB0N+3tyBRyT42pxtPXevETm0wfj+6p2cnXHWxp3ZFB+o/PleIp9bJ8cUJenZ70w5+dk6Lx8vr32SYPEsiFj2XqHiq69NauzqSwqZ6Pl2nocNHwuGFeTB4ElGsyNmy/s6W8+4yejhUUv2/vZbFTyIqhZnHtay0I3VSZ/0GrfKmS3Rae3TvTJrZWufSsmFBolJK92i9WotiaYYaHWihU1qOL04sR6YMPv7qLKd/s+F9nqWxptYKhOb9k/OL3+OZnlrTVAucukyq3ut5eHIS+XRKRBVFCNFStwNCgNmjWvX/9toaEeGdn0RUXK0TijKR4bG69RuT9wwMnjgGAOi+OjUrLdZVjuwb6jM+tnF9ys2caQZaELm9OIu9Nmpy9nqTzuX24psNk2dpqHurhOQlZsWqATXkmwxs6lcjZjgwNez2ZVhuSFtmSAZgrV1TjHETkfmpZa6Wuh1GD4RMYfCFz6g/EsyfRFQKwWAQc3NzOPH445PHdGutRs0dV6faLpIMCyFNujSBJV4c7bXJpH6DfYkoudSLbzZMniWiRU8snhEtzk6Hzy1DdvfKutPWrqHNh936DT01alIFYN28Ke3NoERU4YQQLdbbwS00SWfwhc/UQInNvGUEJaKCC870bN9dBlHHELm+OLmm8vJ98Zk8SyUaPZfIiLb+8aHayYM+bXlbq9XROdhvsyCwAISSp9tm2ykRVSCt1Gm93eiBkEkNvXg1gBqhcP4tERVU8i4gdrt948aNGzZcvW1b69xe0ebNfGnly+fF8R+fA7Is2Zb3i8/kWRy2/kOH+hNPWZyeQ85s2tmc/TZn/9IN4xg8iaqNEKJlbR9v6aRs3P/SVZx/S0SFEvRsj+0CckC/vCoAIOPaNunTVTRHdU8rWWxCucTk1GLK8qlzfHGWmE6b+qR5vvimwbVty5q6VC6DJ1EVWbly5cqVK1vW9hk9ECon97901UPH/i62+rHRwyGi8hV8YlLbIiU1+cTXsdWJrjDrfTx175RoZ6kr7KRbnzW6Hk+RLeOpc31x6rZ12IH0r026J835xTcbJs8yFg5M+kKAo9PJ4ElUHYQQLWu+0lLrMnogVJbcL7e5X2575OVWRlAiKobo5pSJYtFztydpB5PYniK64Jl5u5No66Ip7lOnfXFi0bOtJzl7xsqby+nfbJg8y1JgtL29vb3XLaubfxo9HCIqOm2jzjVfMXogVAmGX24efrl53/EmRlAiylE0K/n7tvfMxBJaMDjT0yh0NyDq01vrxHS3ekl9oyd6TXCmp7Etzd6U8f4TGnuirYto+U+d+4tT5zowpmXPxp6EF6c+Te7M48U3FybP8lRrBQBYHUODLHgSVTwhRIvlyy2WLxs9EKo0I8e3jhzfOvbKlYygRJSlOtfObjX+eNvqo28d9fVtXj/s3WPTao5KmrLaOjE3pkWm6DX1bV4/AHv39KyrLrH/A9E+dI37vH57rPPifWvLfeo8Xpw61+x0tx2A35v44ti7x1KeNJ8X30yYPMuSzek5dOjQoUOefhtzJ1El00qdzJxUZF99xfHVVxyP/e5yRlAiWkrrxOzc9Fi3PR6L7Pbusem5udkJV6trZ9rbOutcs0riReo1s2kWFqpzzaY0nZ5TZl3F3RG0ME+dz4vTOjE7Nzed/KyzE9sK1L95cKX1qtbQ0HD06FGjR1FqZ86cAbBixQqjB1LJzpw5w1d4+YQQLatuhSTF17BVD4TQNvAUAkICAEnEH1IPomcUSd9YKNqjgCQBUITQfgMphBJtpiSfQewq9YwitJEoQvsFpiIJCCgifpzQTEK0z3gP8TPaVUD0cvUMpPhDukeh6xwpnSccJFyF9I0VSYlfKEGRlFhLAJAURA+io1KE2kYChAJARM8ISZFiB0IBIEkRSVJqpAgASVJqhAKgRiiSFAFQI0XOEupDkbPUh6RIjYiobc5S20Cpkd4BIAkl+pDWWBKRGhGpgdpnRBKxA+1CKdqVhOiB+nRQahBR+5SgdSUlnYHyxfN+iahCfVTg22+x8b23eAz/6W1oaABQhR/bqJJwVxUiItPR9upcdavRA6Hq9Y1X/1ZEU2hqCZS/tiYiolwxeRIRmYsQouUDvUaPgijuOyc2AZCgVVaZRYmIKA9MnkREJsLYSWXhe3MN0KZmazN4094ayjhKREQxTJ5ERKagzbD9my8aPRCifPzotY9CuzlXvXdUkRBJjaOnT582YHBERGQCTJ5ERMYTQrSs6AEXFKXKMv36hlgWFYAkIitXrkxqw7ooEVGVYPIkIjKSVupc0WP0QIhK4aeh9ZKuNCp4yygRUdVg8iQiMkDs03bzX39B2/qDqCr9av5s6Kfp6v7vAFMoEVEFYfIkIio1IUTzX96C6HaXRKT365NroW25yoooEVHlYPIkIiod9WN081/eYvRAiMrDcydrBSBF7xQVglmUiKhcMXkSERVdfG7tX9xs7EiIyt2Lb1gSsijrokREZUIyegBERBVOCNH8559vfv9NjJ1ExfDKG6tffWP1qwurX11YfWJhdXBhlUhh9BiJqIBmeoQQPTNZtw96ehobo+8GjT2emeBymlH+WPMkIiqKeJ3zzz9v7EiIqk1wYZXQKqKANk2XdVGiCjHT0+bNqblIaO/39rV5j08rE635NKNlYc2TiKiQYjWW5vfd2Py+Gxk7iczg5KlVJ0+teuPUqoVTqxZOrTp1ajXrokRlKJgcEJeixVT72PScoiiKMjc9ZgfgbWv0BHNvRsvEmicR0bIkfWBt/rPt6lljRlMIPzu8M5tml7XsKfZIiIonfGo1dDsasS5KZHLBGc/e3X1ef07XeHZ7AXRPz7q00mVdq2t2+rho8/onnwi6XHW5NKNlY/IkIspN0sfTpvfeEM+Z5Rw4f+q/Vz2wfW4/AEVAUafFRA/UPS7UAwj8YmJAbX/pNkZQqgT/qmbR6P/hzKJE5hH0NNb3+QHYu6cPXP14fXZ1z+ATk34A3Vcnzpht3TFm9/bFM2WWzWj5mDyJiNLLNPuu6U9uQBkHzGQ/CexSDy65bh8ACGT5yfqinhE1gv7y61oE/dtPDhdjhERGOR22QHe/KDK/LTCRUvWI/Ov65XcirTqR8zX27rGdO1ytdZh5PMsr5o6nS5RA3fqNgN9/fA6oy74ZLR+TZ5EERtvdMhxDh/qPtetEAAAgAElEQVRtRg+FiBaxyM1dTe/uBET0I2esqlmCQZXC00fvVw/szn1QK5z5dnXhrSOKBEXgV1/TImjjp/cuf4REJvTfw2ugW7hI/W/a6mgSRlOi5ahzzSquXC8KnjgGwL6hPuWR+g12wH/sRBCtddk2owJg8iSiapH2o+HWd30W0D5CinjOrGRPP/8ggMZP7QVyqHBm4wLXCABFYHZswPzh87U7B3K95EPfYFGX0vvPcC1iiVTof18lkGHirh5zKZURfbky+/pnfldRhWHyJKIKlD5knnVd9OGE/1SPp154CMDm9mFFEkX9nLuxf2R2VMt1ak3VcCfuS86Za/+fR4HoTEqhABBCEZKinlR/goQUiR4oQignPjOY3InvkSIPnCrE/3pzLZDwy63FS6bMomRa+eVGM6bNLOfRcrpt4TB5ElHZS/3QtrXm2uhjpR6MOT31khvA5quGS/aCbOwfUUOdf/8AYjeRltDvHkqImmsnhgF1tSQtWyL3cu/6HzwgAEmKABACNVLkpfa7k9rUTT6U54ipiv2fN62xY/V3HcyiZFp/UCLL7+Q9y+9i+dJNsM2/GWWBybNE1Ps+rV3jHqcldjI85er1hWJ3g8buDe3A6PBBORQCAKujq7PDabMkdhcOTE0ePKw1gdXq6BzsT25DVHEyTVfbInVEW5RuMGXkqZfcl7bugVTIibXZ23j7iCLhmb1aDlQXzi2eVx7WnmjtY/sgFO1HQkIeOTMbHzl0rxCKJABAkiISlKNt2hLB5/7ggWI8I1WJP7x1dvRwsfm6jKNUem+jAMmTqhOTp+nMH3T1aokSAEKyzy0vJKxUpAXWuFBIdvfOO4Y8XM6IKkbaz1hbpGv0TUo2mDL15CvaRNBLW43f9WTD4AgACAT2aMnw410Fi6DH98TLm+u+ug+I7gdjhIbpuyUBSYo807wrdvKCH2e1RSrRIv741jn6L9WJu1xrl0qvIDXPksi8Nq26mu3G9XU5NKMCYPI0nVAoBMfQeL/NAoQDo8NuOQTZH+i3aakyMNrrCwFWx1C0zBkOTA27fSHZPWrPsJRuQ0NDpqc7c+ZMMb4L86vab7xkkl7hlStX5nT5FnFN8ikmzaw9eWIPgMubHgVQ7Fs6c3X+3VoEffbheFxsuDG3FPrSaMJMWuvofgCQFMVMPySXPHWnJBRJKJKI/HLLbgAfm77H6EFRpXn7rfQfiZdca1d1+vTpgg6n8vHDA4DfK+8YPYRsZVqbNmk12yyb0fIxeZqPtWs8OnPWYuvvdMhuGfMLYdgsAMJTB2UACfVNi83pGYer1ycfnOqwOc076TbX7EGVZItw5tLcTAGifDwZ1JaTdWx5RMnuc6eBzh8aAaBux3L0wdyWmT1neL+6lSgAU6XNTC796e2SUH5+5cPql5c8daex46GKpybSJVfrruG/y8tWhen9D+Uz27ZuW4e9z+/v2zvjmtBt1jmzt88P2Du21eXUjJaPydN81tXqs+OaWisQCi2cAixA+MjhEGDt6kgubVo2bbb6QqHDR8LONNHz6NGjaZ+qoaFhxYoVhRv6Ekwy+Uf9hWUpv/EqdObMGb7CRZLpB1gIcYXjYUUIGDfRNG/n3qctRwTdRFklegZCC6jqMcxVxM3BFf/SD6BGKD9xaPOfTfKuWDJ8+y22XN97q+wHcFn40xvzhzL6udEypbetEdMHJlrrgOCMZ3ubF4mJMstmtGxMnqZjrV2zVJOQr7fdl/4RLaESUZWIzam7wvGwsSOh7DX/4isAaqAIIaotfBJRufujgXfSLy7oaazv88M+NjfripYzXQemj9e3ef3etnqvrmn3dKxJDs1oucz6o0PpnVoILd2IiCqeiLryUveVl7qvuMxt9IgoH3/3y9tif5VGj4WIKCt/UGqW/6d0w61rnZibHuu2x07Yu8fmFP2s2lya0fKw5lmOkjZnIaJqEcsnWxp3w9AVXKlQ/u6Xt9UIRRKK+pfLEigRmdzvFaPjQ+uEokykOV/nmlVc6c63uiZaXemuyKcZLYPRPzoVIDw1OnxYDq1L3PhkYb4oT5Z41ycRVbTUOtiWTQ8BXICpMn3qV7dKIhL7S2cEJSJz+n0pK5ZUWZg8C2A+FAIQXX0WQHRWrO6WzXSRUV0uKCfaQkJpFrENjLa7ZVZDicpU2smWTR/bBUCRJC1qmmx/FCqGa/w9ANQSKMMnEZnQ27xZj/LF5LlsWhgM+YanNqmpLxwYPSgDsG7eFAuBltp1QAiye9Q+3m+zRPfgzP3ZnJ0On1sO+XpdGBp0Rjf0HB12ywAcnYydROa1yL18zR8ZUltACEUSAAub1a7zmVs4/5aITIg1T8obk+fyaWEwZcXZxBho6+iyyr4QZHevHG0wNAS3W0ZubP1Djnm3HAr53L0JC9xaHUP9yZutEJGRkqJmS/2gehZathTarpv89TGl0/nMLRIUzr8lIlP5vfIuo4dA5YrJsxBs/YfGa0eHD8shtYhptTo6B/ttieVHi9MzjtFhnxwCAKtjaLDfdmo0v6fzjNunJg/qn29zZ4fTxnonkfH0abNlXT+EFMuZho2JyllX4CYA6i2gDJ9EZLjfRxgfKE/8Z6yqNTQ0HD161OhRlBo3gy6BXHczrwCxwNnyIZf6tRY19clTRA9Sa54i3iY+21adbKm/z1MkPRQ9EFD7VIRQK6iKEOpViiQU7XIoUspJAUW7ENr8Kf0ZKXZGvQpK/HmRdKAIRJ8asc4THtV1lfaheJ/Q+oHuKl0zJeGpY80kRYmm++izKNGHtKsgoEjagYgexPoUQomdjP7tRaIHilDbAJIUUf+uarQD7W9MkiISFACS0NpIQpGEIon4MYAaoaiP1kB3RqgXRqIHSo16FRIe+vbHD2jfYHn+282332KrwvfekjH8p7ehoQGAGT62/f3cJcvv5Ib6Z5bfCZUd/tKCiGhZ1MzZsuYrRg+EKt9Nz26vgSK4BQsRGeeP4H2elCcmTyKifMSLnB+8jTNpqcS6j94Q24KF+ZOISun3Ed7nSXli8iQiypkQouUDvRACkolWB/oX+Z6kM5c3PWrISKg0bn3uczXgFqBEVFJ/UBgfKE/80SEiyo0WO43209mdSWc+3rVfkWL3ZApFws+9A0ltNrcPl2Z4VDJffu6zQiiSUJLWUmYQJaJiMC55Bj092ye9fj8AwN49tnOHq7Vu0faN9X3+RRp0TysTrdrxTI9o8y7RhpaLyZOIKFvaLZ1/80UDx/DTI/eqB5uu2adI2rJAas5MdVH3CCTd+kASDn81nkUbP7W3+OOl0un77bU1QhHqKkdIDqIoeRZdZAPbvDFOExnuD8asbZucDP3evjbv8YLFwuCJYwXphxbF5ElEtIT4LZ0reoy6pfMnv96lHjR+aq8iacvP5uEjfSPQ1sLF7H4thdqd+woySDKVu174NBJWx02TRYvqR699VB2AGoZrRHTtX3Up5djivdrJ6Lq+sQFHH1IXVYK2CHT8W2AKJTLE22l/01lkMz1tXgD2sekDrtY6IDjj2d7W5/e2NW6Ym3VlKHzWuWYVV+pprRRqH5vTpda5436wwFl0TJ5ERIsRQjT/1S0QQggD/q19+rkH1IPNVw0vJ3CmtfH2EbUQ6t+jRdBLrmMErWT3v9QObd+c6EYv8QJpQtiTRCR2LIQiIQJ19xf1TDwcRqKpMh4g1a5qEAEKnwyPv/HB6IDBG1yJDGHAbNugZ7cXQPf0rEvLhXWtrtnp46LN6598IujKFD3T97W9zw/Yxw7or5p53AvAvqG+kMOmFEyeRETpqZ9rm//qFqMG8PRzD1zWskeRoNQUt1S14c4RRQIkPOMeAGD73P6iPh1RQby6sFpKnFfMCEpUAqWfbRt8YtIPoPvqxHJk644xu7cvt+iZPndqc23tHdtyiLCUByZPIqI0hBDNf3GzUXNrn/7tgwAua9lT4uc9f2hEkRB4SCuBfryLEZTKwGsLqyRAgFVQolL4Q6TU+3lqM2GvTp4HW7d+I+D3H58DskyMM3v7/AC6dyZF1bnjfsDesX7O07O9z+sHALu9e+eBiUVXMKKcMXkSESXQSp1/cbNRA3j6tw86tjyiTWc0wrm7RgAoEp7dNcDwSWVkfmGVJCBBcKdTouJ5Rylx8tQKkmlmwtZvsAP+YyeCyCohxibtJt/LqT6Dv6+tLX7O7/e21Xt542dhMXkSEcUJIZr//PNGlToBPPXCQ44tjxj17EnWPzjy7H1a/bPh84ygVDZOnVodW46I+ZOosB67+B9ix91Ht2d5lbfhQB5XFZRa8LSP7UiJkmpRFbB3T2tlzmDQs3d7n3eJJYwoV0yeRERArNT55583agBPveQGcIXjYVN9TF7/4IgiAQJHhwYAXHzLiNEjIsrWW6dWS4L1T6ICu/HXN+m+yrb+md9VWclyuq22iFCaezm1HVW6p2dj9c26OtfE7Hrks4QRLYLJk4iqWuzGsOb33WjgMJ56yX3lpe7CLl1bWPXuEUXCb+4eYPik8vJv4Q+qt4AyfBIVxB+N2c8zs6xWpI3OtE2+wxPIuPsKWq/uhpfRs5BM9qNDRFRCQoimP+1CtCpiiKeOPwzgykvdRg0gJ+fsGfnNndr824t6GEGpbJwOW7j+EFFBlH6FoQLIsDzuEtT7SHNZwogWx+RJRNVI/Qza9Kddxg7jqeMPb9n0EIxbTCgP5+wZUSQFAr+9YwDAhbcyf1J5OB22SIDg+kNEy/OOUuLdrTMvYaven7lx/dKxMNPyuNngLp+FY8DG6ERExhJCNL33hqb33mDsMJ585ZEtmx4ydgzLcfa+/daR/c9/fcDogRDl5r+H1/yP8BoDZzoQlbU/RqTl/8npGes32AEcOxFMOp950dtk2j2e6VsGPY1CCNEzk/JI9smWssPkSUTVQkQZnjkBPPm7R7de8qDRoygA69j+578+8MJjzJ9UZv4jXBt7TzB6LETl5I+RmuX/yekZ67Z12AF/397EbKitVZtmyaBkWkTN0LJu/UYA8D6eFD2jt4bmVSiltJg8iajyaYHzPdc3vef6pj8xR+z8+ANGj6JgrGP7rZ59L35t4EUP8yeVk/8I1/5nuPZ/vvkh5k+i7L0dqVn+n9yeUo2e8LY19syohc/gjKexLdNatSmWqF227hhL6h7BmZ7G+kybsFDeeJ8nEVWs2EfJpnd/zsAtOvWenBsGUEmxM2bdV/cpEl68bQDAxn7e/Enl5H+++SGhe8fgLaBEi3g7Uvp/T+tcB6aP17d5/d62eq/ufPe0fq/NoKexvs8P+1jSDpxLzsqtcx0Ym6zv8yd3j+7pA1zVtpCYPImoMgkhmt7dqR4aPJSoJ+eGmy6+D5JUwZ9q1z62D0I59qUBhk8qO//rzbXqAbdgIVpEzhXLgqhrnZib3rB3d5/Xr56wd48dmMguFqolz8W7d80q22Z6tu/2+tW2dnv3zgMTrYydhcXkSUQVRVfn7DR2JEmeDO5tuvg+o0dRImvH9x7rHQCw8XbmTyo///XmOtY/iTJ5O8f1gQqmrtU10eqaWKRBpn05JxRlkcvi/U/MtmbRjvLH5ElElSD2MXHruz6r/9IknnxtX9OF1RI7VWvH90Lg2Be1Oz83DDKCUjn5rzfXAYhNwWX+JIp5x4DZtlQhmDwNERhtd8twDB3qtxXxEqIKp4+XW991nXlm1SZ58rV9zRfsrM7PrWu9wwAUgeNfGGD4pHL0v99cBwiWQIliDKt5Uvlj8iSiMhMvb551rXrCrJETT86PAmi+YKfRAzHeh7615/jNAwDOv5v5k8rP/3nTCl0JFIygVMUiTJ6ULyZPIjK7pKmz0cBpdk/OjzZ/+B5IZo3FJfehb+0RAq/cpM2/PX+IEZTKz+/fPBuAEJyFS9XLiLVtqUIweRKRuaTeorlF6ohVNc1b30z05Mmx5g/fY/QozGjtdx4FAIFXtg8wfFL5+sNbZwvOwqWqxJon5Y3J0xTUmzitXeMepyV2Mjzl6vWF0tzambb1Iu2JTCx9zixzT77hMXoIZWCt75FXurT657n3MYJSWfrjW+eoB6lvZcyiVKki75THr4DJhJg8y5DN7oAshxZOAbrkGT5yOATAYWfsJDPKtNjsFnFNYhWz7P89e/INT8u5d0ES/NS5pLW+R4RQIPDq9QMAzr2f+ZPK1R/fOgdIeJtjFqVKpbDmSfli8ixHavSU/YF+WzxmnlrIHDwbGhoy9XXmzJkijLAMVO03vhwrV67M+9ot4poCjsS0njz11ZZz7zJ6FOVn3T88LITy6ue0Euj6BxlBqey9/VbyFvS57vZ0+vTpPJ6X/7oVFV9eABH+CoXyxeRZltJEz4BfhtkrnsvJLWQGW4TT6CGY2pOnvtpSP2j0KMrY2f/oBgChnLhugOGTKs/bb9XldKd6Df/RLAf5/YKgrCnvsOZJeWLyLE8p0XPx4Hn06NG05xsaGlasWFGsQaYwyUQj9ReWpfzGq9CZM2eq7RUWQrTU7TB6FBXinO8/dOJarf5Z+veNKvzpLRm+/eYkj599/vQWD396YyKGrW0b9PRsn/T6/QAAe/fYzh2u1uS5BalmekSbN8357mllorUA/VMOmDzLVFL0LIeKJ1GFUmfQMXYW1jnff0iSFAhun0hEZDLGJM/kAOn39rV5j6ekxxTBE8eK2j/lguXycmWzOwDI/gDA4ElkGCFEi/X2lnPuMHogFat+6sH1P3jg3B88IKKMHhERUXWLiAL8ydFMT5sXgH1sek5RFEWZmx6zA/C2NXqCi185d9wPoHtaSZYQKfPvn3LB5Fm21Og5vxBm8CQyiBo7jR5FtTjvh/ef98P7z//RLoZPIiIjlT55Bj27vQC6p2ej01/rWl2z090A/JNPLBoNZx73ArBvqC9S/5QTJs8iC0+Nulzt7aOBhJML8wXo2mZ3AKHDR8JqdwyeRCXF/GOUDz++SyQyekRERFVEeacAf3ISfGLSD6D76sSJr607xuxLRUN1rq29Y9ti92suo3/KDe/zLLr5UAjAQhi22Oab6gYo1to10RNraq1AKHGHTm1/zkWo93oenpxEiMGTqKSEEC1r+8DMY5APP75LkiJCKAAE7wUlIiqlkt/nqU2YvTr5jsu69RsBv//4HJApWM4d9wP2jvVznp7tfV4/ANjt3TsPTOiXDlpG/5Qb1jyLzLJpsxVAyDc8FVbPhAOjB2UA1s2bYinTUrsOAGT3aCCstply9fqWCJ7RqqcshxJiLBEVlxY7yTQuemLooieGLp6+h4VQIqKie0cU4E8OtLplmgmz9RvsAI6dyFiUVC/197W1abETgN/vbasXPTOF6J9yxJpnsVmcnQ6fW0bI19vu0513dDot8a9sHV1W2ReC7O6Vow2GhuB2y1iMWitFYowloiISQrTUuoweBaXXMH03ACEgCSUpfLIcSkRUEPO3xhfVs/5f+7K8KvSlfK5aLrWaCdi7p7UyZzDo2bu9z+v3tjVumJt1sZZZWkyexWfrPzReOzp8WA6pRUyr1dE52G9LTIoWp2cco8M+OQQAVsfQYL/t1OhSXVs2bbb6QiEGT6LSYCWtjNievEsIRdJm5CYHUTCLEhHl5eyv7Y8dC2T7z2J+V2Ul83RYbUeV7unZ2EK2dXWuidn1EG1e/+QTQVc20ZPTbQuHybMkLM5+j7M/10aW/kOHYl/b9F8kYfAkKgEhRIvly7y3s0xt/ukdACQoIl0WZQolIspWjusDFV3mhWvrXLNKullKrVd3w5t19FxiYVzKAZNnWVNXIWLwJCouNaK0WL5s9ECokK6U+wBIQpHSVbOZRYmI0hIlX2Go8Oo32Ll2kBGYPMtYODDpCyXfMUpEhSWEaFl1KySux1bJWn/xFegqohIrokREGYhSvyNmXmJWvY1z4/o806NWzCxa/5SCybMsBUbbo2sPWbs6uJ0KUVFopc5Vtxo9EDLA1b+6FWoEhcJdW4iI4ko+21atUB47EURrQgbMvCit9rinsb7Pj+5pZSJpw5TESJlv/5Qz/ha/PNVaAagrEbHgSVQMQoiWD/S2fKDX6IGQ8T4z+8VrZr94rb9bJDJ6XEREBhCRAvzJSd22Djvg79s7k3B6Zm+fH7B3bMtUkqxbvxEAvI8nXoegZ7cXug088+2fcsaaZ1myOT2HnEYPgqhCaaVOZk5Kca2/O75erslqoZweTESlIUq/wlDdtg57n9/vbWuEtjtKcMazvc2LJYJh644xu7dPfx2CMz3b27x+wD62o3W5/VOumDyJiOKEEC0reiCxnEVLuyFwMwAJkdKkvsWrrF97xQFtwaQ0W8jEMJQS0TIZscJQnevA9PH6Nq/f21bv1Z3vntZvyanNrrWPxTbqrHMdGJus7/MnX4fu6QP6VW2z65+WjcmTiAiIlTpX9Bg9ECo/N/76RmROfbmGvUy58eGXWwFIUCRoG8NI0AqwEiJA/FnGf3eZhEj0oVgbRSSG5DzGRkSU61zZwqhrnZib3rB3d5/Xr56wd48dmFg6Fta5ZpVtMz3bd3v96oV2e/dOrf5ZiP4pJ0yeREQQQjT/9RdQ2L2tqSrd8myXACQRgRYOl6hVptr54tVCFxdjk3uBAnzc852wqQkZ2lq+JpowTERlwZjkCaCu1TXR6ppYpEGG7TvrWidmWxe5Ltv+admYPImoqqmfvJv/+gtGD4Qq1m3PdSJaotQO4kVIRf9QLGeWzGTwYiTeswqmUCJalGHJk8ofkycRVS8hRPNf3mL0KIiM94PghUiZMMwISkSpDFhhiCoFkycRVZ3YB2vGTqJU//zaBep0X0ZQIkrFmifljcmTiKqINrf2/TepXxg8GiJzm359AxJvBwVTKBHxPYDyxeRJRJUvXuR8340MnES5eur18wEkFUJVDKJE1YazbSlvTJ5EVOGEEE1/tj3X9UUr1UtjAzm1X//gSJFGQmXqp6FzRWxnl8SVe5lCiaoBZ9tS3pg8iagyxT4QN/3ZdmNHYgbPf10LnA037gegbgQJqGUsqGfUPWUUKeHMS/clJNVz9jCIUoJfhOqQoRwKZlGiSsTkSXlj8iSiihIPnO+9Qf3ayNEY6rfeeGi0fW6/EtvEIxcf6R9RoukUAi/fGe/z7H37CzFMqhy/mj9bQFH/l5OgiNz3Ms0JYy2RIZg8KW9MnkRUOYQQTe+5HkKgevMmnvv27erBJdftA7RqVKE633DnCKLl0Ffu0FKodYwRlNILzK8TQsuiIvqrDy2Uqiej+5dKiDWDiE/ljZ1JaIOUib56TKRERcXkSXlj8iSishevc77nemNHYqxnfbcDsDv3AfmUN3N1/j0j6tTcV/u0CLr2sX1Ffk6iuNDCKin6WyYBqIe89ZSo6LjCEOWLyZOIylU8cL77c+rXRo7GOIGDd6gHf3v1Xm3hl9I6974R9X7RE7fF5+KuHd9b8oEQAcCbp1YjWinllqREBWdczTPo6dk+6fX7AQD27rGdO1ytdVlcNuPZuzt+nb27I92FMz2izZvm6u5pZaJ1eeOmGCZPIiozusDZaexIjHXkn7TAufmqYUUyRfBWF8JVBCBhrjd5Ed0PfWuPEYOiqvZv4Q+ChVCigjJoV5XkZOj39rV5jy8ZC2d6Gtu8fv11fq+/zTs5Njfr0ofP4IljhRwtpcfkSUTlIfbBceu7PovMt3hVvNkf7VAPLm3dA0loa/+YT707YWkiRVJev/n2tC3X/cPDpRwYVad/j0VQCG5JSrQchtQ8Z3ravADsY9MHXK11QHDGs72tz+9ta9yQFCFTLvMD9u7pAxNqlVO70N9X37Nen1rnjvvBAmfRMXkSkanpAud16gkDB2Ogwz8eVA8ub3pUkYRShi/D2Xv3Q5dFISkAFIH56+/IdEn91IOlGh1VkTNhC2JLHCUGUaZQoiVJ75T8f5OgZ7cXQPf0rEvLhXWtrtnp46LN6598IujKED3jl8XjZOxCeB+fmWiNnp953AvAvqG+qN8HMXmmFZ5y9fpCsHaNe5wWoweTjXBgavLggt3TbzN6JESFEQ+cZ12rnjBwMIY7/ONBx5WPKFJlrtm77mvakkhqFoXuYM45qG953g/vL/3wqOL9j/Aa9SDternMokRJSl/zDD4x6QfQfXViObJ1x5jd27dI9NTqmFcnVzFbr+6G14tjJ4LQbvdU59raO7ZlcdsoLQOTZzrhI4dDABA6fCTsLIfoGZh0+2Q47EaPgyh/SR/4ooGzqv3iyTvVA8eVjxg7EqN86Jt7AEBASAoEfvfpu/SPXvDjncYMiyrXf4TXxH7PFd33JYff9zCmUjUo/X2emRJk3fqNgN9/fA5ImxhbJxRlIvtnsHesn/P0bO9Tbwu127t3RqfoUqEweaYRmPSF4HA4ZFkul+hJVK5in+q2SB2xgl5llvayJv/0bvXgissfBqKbGxKw9juPQgBCASCE8uJV98QeuuiJIePGRZXsP8O1+lqo/r0p6Z0q9Q7SJTGpUjkSkRL/3GoFyTQzYes32AG/rnaZHW1qbbzCqT6Dv6+tLd7I7/e21Xt542dhMXmmCvhlwFrbYXfIsuybDDg5hZWooPQfzrZIHQaOxFR+9kstO125eTcACMHPpIuzftcNqJ/38dtt2qvXMH23kWOi6vZfb65TD3QBNDmyCt1/MyVVJlIysyPfiy8XZ79mf5ZX+f8pn6uKIXr35874FF21qKpfiSgY9Ozd3uddcgkjyg2TZwo1eG7eZLHVOiDLsj/Qb0uKnoHRdrecfBeodm+oY+hQPKmGA6PDbjkEAFbH0GD/miOuXl8odmG2/YQDo8MH5VBI/cpqta7rHOy3WfTNAUB2t8tIHACR8VI/Wm2RrlEfKf1gTOinR+5VD7Ze8qAiBCuc+Tn7H91CigiBo2336s/bnx7MdAmR4X7/5tm6N8j4YdpEyjhKJvG3n9kXO85+efX8rspK5um2acz01Pf5AfvYjngpU9tRRb8SUV2da2J2PZZYwohyxeSZLBY8AYs9U/TMijVjiQMAACAASURBVC4TAgjJ7t55h2O53QAIhUIhd6/MhEnmk/bT0hZxja5F6QZjcj95dpd60NRwvyIJSHxpCqNu8iEhFCEpAATgb9qV1ODynyVvNEpkNn986xz1QD+hd5GpvAylVEqi9GvbLi77FWlnehrbvIC9ezqhjFnnmlVcaZqrKxExehYQk2ei8NTBWPAEbGr0PDjVYcv5Zs/w1LAvBMDaNTTotFm08qec+4CGfaF4LwAQDkwNu30hbVgWp+eQUy2eZs6iDQ0NmZ7gzJkzuY6pMlTtN663cuXKwna4RTgTTzBNJXv6N9o2IU0X3QdJoFp3JS0ZdTlcSVKk6N2hP7/yoaQ2zT9P94mDyGTefiv9R9887i/N0unTp4vRbVnjhwcYscJQQQQ9jVq1M/vZs+p9pDnVVGlRTJ4J1EVto8EzGj3zWeJWWx7XMeRxqmHQYusf7JpPrF5m4dRCCIB18yZb7PktNqfnkHORa0yr4DmHliklKFKxPPXibvWg+YKdEEJhhdM46oq4sSwqQXnq8sWWDv7M7BdLNDKifL3zVlE2Iazhv9pZqMJ8LkpdY8+8hK16f+bG9UvGwpmexjZvjrEzhrt8Fg6Tp54aFx2d8ZSZb/TUImxXh74GaXF2Onzu3Mqea2qtQCjkGx6tHeywWfJcZvfo0aNpzzc0NKxYsSK/PvNgkulA6i8sS/mNV6EzZ87wFYZudlzzh+9hhdO0PjFztyRFAEhCUdd1qhGKJLQzP2gcTWpvkreycsS332Ir7Hsvf9L1+NMbU/rZtpmWsM286G1Cq5me+ugc27Tr1GrV0DTL2GadbClLTJ46WvC069OiFj1zXeJWLVWuq01KimqOzGVMlk2brb5QCCHZ3SsDgNXRtdm+yWnjVi9EphULnC3n3aVIEicdl7Utch8ASSg1ao1URFJnNjKLElH1KH3yrNvWYe/z+/v2zrj02XBmb58/YXOUdKKxc5Fip1pThffxmYlWffSMLoKbso8o5Y3JM06bIKuuEJss73WGlsvi9IzX6pa2Dcm+kOzzqWvlMn8SmUg8cNYPQnDRoIrVfvhLACShzdetgRL7q2cEJaKKZ8AKQ1r09LY1Qtv2JDjj2d6WtCtnqqCncanYCQCtO8bs3j599wjO9GzX5ufuYPAsnAIva1zOApOL3oMp+wM5dzm/EM5/PHEWW7/Hc+jQofGhri6H1aqeDMnu4amCdE9EyyKiWs65o6VuR0s9t/GoOtf6u6/1d3/2mVtiPwxGj4iIqFjEO8ry/+T4nHWuA9PdAPzetnohhBD1bX1+AImL1AY9jUII0egJql+rRVHA31cv0umZiXc/Ztd3L+rbvGr/B7iqbSGx5hkV8MvIsBmmuq9JTkvcZphWq07CzZfF5nTanM7+6Oq2+ax8REQFEq9wruuHEJD4izzC5565GUCNYBWUiCqWiBjxtlbXOjE3vWHv7j6vXz1h7x47MLFoLJx53Jt9965ZZdtMz/bdXr/av93evVOrf1LhMHlqtOBpTzehVrvXMh70tGV/Fk4BsdynzdVNvCTp9lD1SeKW7kfbzDMpEFts2t2fRGQMIURLrYtTaimTG399I3QRlPmTiCqGeCdizBPXtbomWl0TizRI3JezdUJRFmmdpv+J2dZcLqCc8Zf0qsWCp5ojAYQOH1Gnt1pq1wGA7B4NhAEgHFADYuolstulTYkNB0ZdyevaLt2PrptAbGptOKDtFZq0glGBJvcSUSbxibW13AGSsvKFZ7t6jl7PKbhEVDGMmG1LFYI1TwAITx1cLHjGq57RGqato8sq+0KILjgLwDE0BLcuWlqcg12He32hkK+33aedszockGVdsly6n3g37l4f9KyOoVgdNLr3Sm+7D9aucQ+n4BIVnhCiZfWXIEncHIVy1XP0eolTcImoIhhW86Tyx5onYhNcMwfPWO0xts6QxekZ73Joi/3A6hgaT7091OL0jA8ltPHYk+/9zKIfi9MzPhRfWQiA1eroGhr36FpanIPxXoiokOJ1ztVfMnosVN5ue67ztuc6v/Kb61j/JKIyFlEK8IeqkuBvXkspMNrultMvY2SIhoaGo0ePGj2KUuNm0CVQ2N3MjaLGg5YP9KpfaKVOteapHsfu84ytMJTyUHw/Tyn+kKJeFT2jSNHGQkBAqUlsJqBI0WYC6oES7VOR1DOIdhVtLKDUIPFyKAKx9rrOYz3EHko8E22zSGPtoWh79beaiRcq+h4gAEnRGsevUvQP6a8SkqK9jAIQivryiNij6rciRWIvsPqQAIS6Caek7YAihJJ0Rn0lJCmivpzqozVCkYR2Rmum288zehDfVUVrLEUkJFxeI9RXWuuqBloPklDGLvo+qq/4ybffYquM915zMvynt6GhAYAZPra1XHjv8jt58vmHlt8JlR3Oti2O9CsDqXeTWmvXGDYuIsqSEKJlRQ8XECqB+S/fscijH/rmnpKNpJT6fnstl8AlorL0NmfbUp6YPIvDUrsOCEF2j9rH+20WAAgHRt0yAOvmTbwLk8jEtFLnih6jB1LhQi4tcH7ihv1IrLXGi7QSnr9lIHbJ2u88asBAi2nH805otVZOQSKi8sD7PClvTJ5FYusYcshuWb92EADA2jXI5X+IzEsI0fxXt3ANoeIJDdyuHlzy2X1QZw4v2v7C3hGlRkuhL904oH/I+l13sUZZcne/8Gnuv0JE5YHJk/LF5FksFlv/+FDt5MHDsrbvptXq2NzZ4bQxdxKZkvq5v/mvbjF6IJXp9R1a4LQ71cCJPALWR/pG4jeRSnj5c1oQPfsfKyGC3v3CpyURYfGTiMwuwuRJeWLyLCKLzdlvc/YbPQwiWpIQovn9N7HUWQyv3TUA4G8/OYwsKpw52XDnCABFwiuf1SJo3WTZL1lx74ufZPGTiEztnXeMHgGVK+6qQkRVTd0xpfn9Nxk9kMr02l0Dl24b3nzVcFGf5fyhkfOHRs67dyTYcW+w4965a+478ZldRX3Gorr3xU/ueqmdO68QkUm9/U4B/uQj6OlpbIxuddbY45kJFvbCvPunbLHmSUTVSwjR/L4bWeoshrmhAQCXbitu5kxy7i6tCgqBE59JuCl04z/fl1NXP79yZMk2n57tzanPnDzw0lUmL35mn41N+y0QUT6MqXnO9Ig2r+5rv7evzXt8WploLcyFefdPOWDyJKJqpN3V+b4bjR5IZZobGris+VHF0D1p1j84ol8v99gnB5a6IsHab+8BgPg+otE9QiXtQJKUHzbGN7W71t9doIHHPfDSVSZc9jYWOP/5tQskROLbokLdQzW6lykg1P1LEYldcvr0aWMGTUQFZMR9njM9bV4A9rHpA67WOiA449ne1uf3tjVumJt11S37wrz7p5wweRJR1RFCNP1pF2czFsOJ+wYAXNZsuu1PzhlO2LsFApAUAIqAImnHiB4oUlZJr37qQQCSUCQp8n37AwA+98zNBR+5+1ibGYqfsf9ffhi8UBKKyGWJqF/Nnw1AgrJy5Ur1jKmyNBHlpvQ1z6BntxdA9/SsS6tA1rW6ZqePizavf/KJoCtjNMzywrz7pxwxeRJRFVE/PTf9aZfRA6lMJ+4bcFzxiFJTyGWEysX5P9olScp3L3lQ/fLGX99YwM7dx9qEUGLZr5SxLfakk8GLpTzXJI57Zn4dgNj3wvxJVI6Ut98u8TMGn5j0A+i+OnHia+uOMbu3b7FomOWFefdPuWLyJKJqIYRoeu8NRo+iYp3YNeC44hGjR2GwC368E4Ak8J1P7C5s+ATw6MstAARQsvm3QojvzTWIHCuc2Xj25Fqhm4XLCEpURpQ81wfK39zxdMEQqFu/EfD7j88B6ZNhlhfm3T/limvbElHlU9epY+wsnlcfGLji8oeNHoWJXDx9z3c+8Z1vffxAMTrfe7xJ/ZEuRueI/v+ixs4iPYXq6Mna35ysff7kmqJ+O0RUYO+8XYA/OQieOAbAvqE+5ZH6DXYAx05kWIM2ywvz7p9yxponEVU4IUTTe64HP9YWzasP5rZ4T5W4ePqeGqF84+OP9By9vuCd7z3eJKJTYQtVMIxlv78/YYveyVmiUuTzJ9cYNZ2YiHL11H/9Q+y46d2dWV719O8P5nEVVRgmTyKqZFrspKJ59cGBKzfvhqjGezuzcclTd0407ClG+AQwcnyrwHLvmYzlvQMnLhFQDPwVzYtvWABIYAQlMrWtNR0luyoreU+HzfJCTrctHCZPIqpYnL9XbL/bPXDl5t1Gj8LsGn+yY6JhL4DbnivKr/lHj2/RFwyRXWCLtf/2q/Zc16ottpff+CCiEZThk8h0zPZ/Zbp5soW8MO/+KQWTJxFVJiFE07s7wVm2RfPKwwNb7A+Z7AOISTX+ZEeNUB772L4ihU8AnleugJrWsvudyzdfbRTRLTdN63dvrGb9k4ioYjB5ElEFisZOKpZXHh7YesmDjAI5ufxnA499bOQrv7mu2E/02CsOCG3erAStnimgqHOizR849X73xmoBCJEcpxlEiYzyk8g/lfYJMy8xqy5Ku3F9hqmwWV6Yd/+UM65tS0SVI7YmZ9N/Y+wsolceGdga3biScnL5zwa+evH3jB5FWTqxsHpuYXVwYVVwYdVrC6ti/7MbPS4iKrpMS8xmXpQ2twvz7p9yxeRJRJVA/Qy69V2fVf8YPZxKdnzPwFbbA0aPooxdKfeNXfR9o0dR9l5fWPX6wqqQLoIyhRJVqrptHXbA37d3JuH0zN4+P2Dv2JaxJJnlhXn3T7li8iSisieE2HrWtVvfVfRJjHR8z0BTw/1Gj6LsNf3cNXbR9/dfOGn0QCpBaGFVaGHV/MKqk6cSUiizKFHlUKMhvG2NPTNqYTI442ls82KpYJjlhXn3Tzli8iSiMqaVOs+61uiBVIWX9zJ2FkzTz11GD6ECnTy16o1TqxZOrVo4terUqdXhU6uZRYkqQp3rwHQ3AL+3rV4IIUR9W58fQPf0rCseDIOeRiGEaPQEc7ww22a0XOZMnuHA1KjL1R7jco1OBcJFf8bRQDGfIi4w2t7e3l6qZyOqWEKIrTXXMnaWxsv7BoweQqVp+8WX9144ZfQoKtybp1arf96K/knNooyjRGWgrnVibnqs2x47Ye8em1MmWgt1Yd79Uy7Mt7ZteMrV6wslnguF5JBb9lkdQ55+WzGeNDDp9slw2JduSURGi31M3FrDzFkiL+8baLroPkj8gF5gV/3ytr0XPgbg7hc+bfRYqsW/nloN3duI+h9DwieX5yXKTV2ra6LVNbFIA9eskm46yZIX5tSMlsFsyTM8NewLAbB2DQ06bZbo2cDU5EGfHJLdo/ZDxcmeRGRysY+GW2o6AAhu1Fkqx0YGmi66z+hRVKyrfnnbjy99zOhRVLt/D39QAGoOjb2z6A5E6kmknExKs9C9Tenfr6JHaWqtzKJEVNlMljwDk74QYO0a9zgtutMWm7PfVot2tywfnOqwJTxGRBUtHjilDmNHUp1eGuUk26K7+le3PvLRr7PsWW3+95tWJAZd7llKRJXNXMkzvDAPAOtq00VLm90BWQ4dPhJ26qNnODA1efCwHFIn6Fqtjs7Bfpvu8cBou1uGY+hQ/5qp0WGfHAJgdXR1dmglVd3sXtndLgOOoXhZNc/OB/udFgDh+DlrV6euhqsb+/BBXyh5SIktFh2AOgJr1/hg7eSwO+n5icoYA6cZvDQ60HzBTgjBz7/F9unZ3kc+Og7g3hc/afRYyDC/f/NsxGupyUVRBlEiKnfmSp6W2nVACLI/0G9LnVNr6z90qD/xVMpNoaGQ7O6dT3M/6MKUyx1rGZJ9bnlhaImJu/l33juP8c6FXrccv9LnHkZSJdc/2ivHW6QZUg4DmNQiLgDUbmLspDKU9Blri3SNUSMh1UtjA80X7DR6FFXk07O9NSLy0AUTDJ+k+sNb5+jfFtPejMo4SkRlxFzJU6trQna3zzu6Ojs22SyLhajAaK8vBFgdQ9FCYDgwNez2pbkfVPb5YveOhgOjw+7YTaMWp+eQM167tOXXudUxNN5vs0TbhHy97tilsXOTAafuOlmWMwwp5wGEZDl1irJeQ0NDphfxzJkzi7zEFaxqv/GSWeQVXrlyZerJLYJRkwjXHfnCQxd8Y9dL7UYPhEzn7bfSbO6QaW2k06dPF3k4VYofHoiWw2TJE7b+8SEMu+VQSPa5ZR8AWK2OzZvtm1JSaHjqoAwgoQJosTk943D1+lLvB3UMeZw2rVH/YNd8ry+0yE2juXVu7YqGQ4tt02arLxRKPOfsdPjcMuYXwtBPlV1sSDl+d9auwTKYYJs2b1AV2iKcKee4XJC5vPjVgeaN9xg9iip13ZEvPPCRbzzw0lVGD4TKQFIcjS1lVMN/cEuFIZ8oe2ZLnoDF1u8Z7wgcmTyozR8NheRQSPb5km5gDB85HAKsXR3JM2YtavZLvB80qZ1FzYKhhVNAusCWY+ebdfNbtRnDCefSWnRIuQ1gyWc7evRo2vMNDQ0rVqxYfJwFZJJJQeovLEv5jVehM2fO8BUukhL8AAshmj/M2Gmkzmdu2fWRb5rkPbOA+PZbbLH33or72TEef3qJls98yRMALBabs9/m7AfC4cCpI351jZ2Q7OtNvhUy5Ott96XtIzFVpixatKbWCoSSq5BJXWTZeX6yGFJxB0BElIqx0yRueOZmIUTlhU8iIqpaktEDWILFYrM5+z2eQ4fGhxwAIB+cCgMATi2EFr1yWXLrPP1avCUcQDFGQERVSAjRcv7dRo+CNGr4NHoUREREhWGqmqe6zk+GpXIstv4hh+xO2lZl0XV1lquonZfFAIioigghWs67y+hRUILtv/48K59ERFQZTFXzXFNrhTaRtMCNMb8QTvhavY8yY60wt87zs+iQSjEAIqIYxk7TuvnZ7UIkb+1IRERUdkyVPC2bNlsByO7RQLqHA34ZiKXFaOPo7Ftdu9H29vZ2V8L50OEj+i+1lOewZ9jQM7fO87PokEoxACIiFVONyd387PYvPNvFvyYiIiprpkqesDg71Zs53e2u0UA4Hq7CgalRl1uGfrlXrXHI1+uaCoRjDbV2js7EaaohX++o1iocGB32pQueuipkbp3nJ3FIvYlDKsUAiIjUamf9YMv6O40eCC2h5+j1LH4SEVH5MtV9nkjYz9PdKyc/anUM6e97tPUPOebdcijkc/f6ktr1J4ZKh8MhJ/Zo7RqPt1GXlVWXktVursyh8/ykGVJCz0UfABGRGjuNHkW5mnPepx6c/6NdpXnGnqPXS0LhnZ9ERFSOzJY89ft5HpZD0QVerVbH5s6OTTZLUqXP1u8Zt0/pmqoNnak7pdj7x+0YdsshtVHnYL++jcU52LUwrG0gmnvn+dEPCVbHUOKQSjAAIqpurJ7lav76hP1mPvqlEQCKhBc/NZDU8uLpIu5Mc9tznerfHfMnERGVkcr/vam6YK4jcRtQUjU0NBw9etToUZQaN4Mugdhu5lRwhfoBFkK0nHMHhICaP4WApB0o2gEgSQlnJK2xUhM9kIRSE79KbabUCEWC+qjapyIhdkZtr0hQaqJntIegO0i8qkZ3LLTbRPTt05wRqW0U/RmI6BkRfxTxZopQm0mK2hWEcrLr7o/dtF/33ekGXJM8tpf3aln0kqfurJEiAGqEIokIgBopUiMUAGcJ7aBGikjqgYjUiAgASSg1UABIUuQs9Qy0y+MPichXL/5eef0jzrffYuN7b/EY/tPb0NAAoAo/tlElMV/Nk4iIikyLnZSFk9u1JX8/dtP+7K/acOcIAKUGzzQPNP5kR1FGBvT99lrOvCUionLB5ElEVF04yTZLJ2+6E8DHu/ZDLWzm1cl5O0dmt2r1z8t/ljwpd/luf74j9hfKCEpERGbG5ElEVEWEEC3rBsDwuZSTN91p69ynqLNgl+fc+0YAQMLPrxwoUviUEFFXHlLPMIISEZEJMXkSEVULLXbSUt645U5b576Cd7v+wZGfXzkAoOnnroJ3DuDOFz4jQZGgFLWszVhLRET5qfzkaes/dKjf6EEQEVGZONk9eMl1+4qUrtY/OKIIPH35QJHCp2rohU9JQlu1SL80kTplOHamBorQ2kTUVYuEUGqgNo5I0SnGklAkRBdJAiurRESUp8pPnkREBLXgubbP6FGY3cnuwU3XFCt2xtS7R56+fADAVb+8rchPVXj/OPdxCRFJRBhBiYgoJ0yeRESVj7FzSSdv3QFg0zWFn2SbVr17RJHw40u1yc+fnu0tzfMW0D8FL5Kg8P5SIiLKEpMnEVGFE0K01BZxbmcFOHnrjsZP7c17Adu8nbNnBIAiKT9svL0cw6fqR699VIIiQauCMn8SEVFaTJ5ERBVLTQKMnYs7edsdjZ/aa+wYzt6//4eNtwO47sgXjB3Jcvz4tY0sgRIRUSZMnkRElUkI0bLmK0aPgrJ19v79ioTvbbq9rMMngJnXNwBQ1yJi+CQiohjJ6AEQEVGBCSEYO7M0/5U7/vaTw0aPIs7q2fe9Td84eMk3jR5IATz9+nkiyuixEBGR8VjzJCKqKEKIFsuXjR5FeQi57th81bDZqnJWzz5F4O8vuUP98uZntxs7nuV4+vXzpMS9WE6fPm3skIiIyChMnkREFUK7q5OxMzsh1x2XbjNd7IxZ+9g+AJCUb318R1mHT9W/hNZLUASUlStXgreAEhFVJSZPIqJKIIRoWf0lcFpjdkL9t1+6zUSTbBexdnzvtz6+A0DP0euNHksB/CJUJ6IlUOZPIqKqwuRJRFTGYpMYW1Z/ydiRlJHQwO1GDyE3a8f3QlImGgbVL297rtPY8Szf4dDZ+lVwVQyiRESVjcmTiKgsaXNrV91q9EDKTGjg9suaH1Wk8isOf+gbwwAgKY997M4KCJ8AZuetEhT1b0Lofo2ixzhKRFQxmDyJiMqJepscgJYP9Bo7knL0+h23X9b8qNGjWK61397z2MfuVI9vf77D2MEU0K9PrgUgoAgoACT1eHkTyBlciYjMg8mTiMi8Uj92t/zNF9UHDBgNmcbab++BpEAo+y+8Wz1z5wufMXZIRfLbk2sEIIQCtS4KABBQpOiBrmQaPUC8sf7/IKZQIiJjMXkSEZVa9mWc5r/ujjcWAsyby/Da4O2XNz1aYeFjre8RAEJS9nz0nkoNn8sRWliFaC7lbaVERMZi8iQiKopF4mXz+2+KNUo50NczGTQL5rXB2x1bHqngqGH9rnvPR4fU46EXPmXsYMzp5KlVuqqpiP0fyghKRFQaTJ5ERIWRFDWb/mx78klOkTXIa3cNOLY8YvQois76XbeQIKSI+6P3qmd2vdRu7JDMLHxqNaIzchk+iYhKgMmTiCh/+mDZ9N4bmC1NKHjPgOOKyo+deud8/yEhICTlgY/cp5556Ng2Y4dkZm+dWs36JxFRCVRX8gyHA0cmDx6WQyHthNXq2NzZ4bRZ8uwvMDV5cMHu6bfldFlgtN0twzF0KMfriMgsYp9Tm957g7EjocUF7xm44vKHqzZM1E89KIQiCeXejferZx55udXQEZnUW7r6p3qGEZSIqOCqJ3mGp1y9vlDSyVBIDrlln9XRNdjvzDl+BibdPhkOe4FGSESmllDe/JPr1XNGDYayMbdz4IrLHzZ6FKZw3g/vF0KRJOXuDz+oPz/6yhajhmRO/xqtfzKCEhEVXJUkz8Coyy2HAFgdXZ0dm2wWNWWqNVCfHJJ9vfMY9+QePomociXft/me640aCeXhxH0DRg/BjD78z/dJQpEkBYAklP7z3UkN/u/fXWrEuEzn38If1NYiMlMEXebupnpm+HaIqNpURfIMjLrlEGDtSs6WFovN2W/bZB8ddsshX+9oLee/ElW5hMLmuzsBbmRSlk7cN3Dl5t2KxL+8JXxs+h4AklAkoQCQpMgXzxvOr6sfv7axkCMzjX/XIqgo8aYsaUPm/xeu1Z/XrYKd0Fj/pUj8r2770+T+mUWJqNiqIHmGpw7KABxDmUqaFlv/YNd8ry8kH5zqsOkbhQNTkwd9sjpH12p1dA72a7eE6ubuyu52GQl3bSZcppZZ099KGg5MDR/0hUKZW4UDU7obUxOGoAqMtrtla9f4YO3kcKysm8/UYaJSW/4v75fzOSnTsze9uzPvPskkTuwauHLzbqNHUa4af7IDQI1QJBFR42iNUGqkCAAJ2kFNNKnWiEiN0M5cdc43U3t7+vXzSjn4ojodtujfNfTvIcvPbKnvSP8Zrk1osMwnSPH7N63xOKrNL2YWJaLiqvzkGT5yOARYuzoWq2ZanJ0On1sOHT4SdkZDW/KNoaGQ7O6dT6mbJotN7I1dJ/vc8mHHUMo6RP7RXllOaLWQuOhQyq2p6hDSdLUwORxLuqjdxNhJRlu5cuWSbbZIHfEvEj/wiORf06eV5nNS9rb+t89m/UREtLQbAjcBqBGRs9TyqYjUiEjT2d/Vt/lFqM6YwRXBGV0QXf7v0f4jvEbtCfr/lNYf3jon6XkzfV9MpESUn4pPnmrwxLraJdKYze6ArIue4alhXwiAtWto0GmzAOHAaK9bDvkmA85+GyxOzyFn6hq14Sk1dlodXYMdTosFQDgwOuyWQ7LbVZsYWmVZjvUeazRqj3UWGO31hQCrYyha5gwHpobdvsRWAICQLKeZS6zT0NCQ6Rs/c+bM4q9Mparab3w5ssmTqi3iGiDtp6dCfqDaetZ1GXrN8CyMl1Xg1QcGtjTu5udik+h97nNnISJJEQBnCeUy66R6/nDobEPHVWD/b9iCDFPzl3zXMfPb0h/fOif9N5U5aZ8+fbqYIzIePzwQLUfFJ89TCyEA1to1SzVcU2sFQqGFU4AlFlgdQx6nFvEstv4hh+yWZX+g35ahfhq/Kh4MLbZ+zxDa46E1Lt576oTf+BxhfVdOzzhcvb6UacGwdg2WwQTb7HMLmdMW4Ux32swfnKi6vPrAwBb7Q0aPgjIafN4JoEZENlt/CGB23mr0iCgfb7+VULvWp9Oa6vuHlL7wfQAAIABJREFUvuLDNlEBVXzyVC1Z8kwSjZD2hIhp6z90qD/nqxAtqGJ+IYz4TZpJE4CjE37V6JtxjrBl02arL5QwLRiAdfPiM2yPHj2a9nxDQ8OKFSsWu7KgTDI/R/2FZSm/8Sp05swZvsJFwh/gtNQiDGNnudj54tU1ItK47hBM809DZTD8vbeC/zL53ku0fFWSPBMz39KyrpRmeZU2l1crqKpS0rBaddUPNeTrbfelfarEroiIqpkQYqvtAUWSjB4I5WbXS+01iAghGD6JiKpBxf87vabWCi2oLS5NbMy1Urqcq9KOprTPSURUhtTYafQoKH/ul9tElNFjISKiIqr4mqc2O3XJomfALyN51mquldLlXJXWoqsGERFVPWaVyuB+ua0GkRoRUf9CWQIlIqpIFV/zhGXTZisQ8k0GFmmkrecTC55ZV0oTZL5Ky7UJ83DnF8KJY9CvwpvfAIiIqogQoqnh/q2fYMGzcuw93jRyfCt/oUBEVJEqP3nC4ux0AJDdrtFAOF2DcGBU3UHF0RktMKpxFbI/Ia6Gp1zt7e3to5kybPqrEA2eSXNiQ4eP6IeTuDxRtKuDU8lDDoy2t7e3u1LOExFVEzV2Gj0KKoqxV67k5FsiospTBckTsPWPd1mBkOzudY1OBcKx0BYOB6ZGXb3aFpxDui1PosnP7ZrS4mo4oO3wmbx0ra52Gb9qdEp7lnB4atTllpFmodqQr3c01rm6eWe8cy0vh3y9sREA4YDWVzwjExFVHyFE08d2GT0KKqKxV6782isOhk8iokpS8fd5qixOzzhGh31ySPa55ZTlYq2OrsH+xCxncQ52He71hUI+d6++vT6faluA+nrbfdotmRanZ2jB5ZZDsq834WmsjqHkOzYdDocsu3vlhEa68GvrH3LMu+WUESQ1IyKqLkKIpovvM3oUVApf/91lvPOTiKhiVEnyBGBx9ns2dQSOTB48LIeiC8darY7NnR3OtAsCWZye8dqpyYM+ORRt2znYr29qcQ52LQxHH9fY+j3jdt1lsDq60j+FvX/cjmG32s7qGErsXNdVbMCLDZeIqNKpIYSxs6p8/XeXqTuvqF8yghIRlS9uolXVGhoajh49avQoSo2bQZeA4buZV7Cq/QEWQjR/9F5FCO02ESGgVsMkAQEAiiSpBxBCkRB9KNomekYR0Yck9SH1T+xYAFBqEOshehA9U5NyRoJSAwCKAJIbx48RO5naTFJiZyApapvoVYr2TUlK7IwQsYe0R4WkCKEAEBKEFNFeHknRXgwRPZAUAJL+QCQeSBH1oEYokogf10gR9TtQD2qi7WtEpEbEzqgHkbO0PrWHzkJEkiIAzhJKDSKxq7QLEdH6ROxMtCvo2qh9InLTuX5+blkE33uLx/D33oaGBgBV+LGNKklV3OdJRERlTY2dRo+CjPedE5u4+BARUZmqntm2RERUftSM0XzBTqMHQmbxnRObJESE4KQtIqIyw+RJRESmEytqNX9kyNiRkDl9d+4TXHyIiKi8MHkSEZG5CCGaN9wDCeCkSsrsu3Of4OJDRERlhMmTiIhMIV7n3HCPsSOhMvL94McA1HD+LRGR6TF5EhGRwdTM2XLeXeoXTA+Uhx8GL+T8WyIiM2PyJCIiY8SKnC3r7+TEWlq+HwYvlITC+bdERObE5ElERKWj3w+jpX5QPWXYaKgSHXrtIwBiEZT5k4jIJJg8iYio6OLlzXPuUL9m4KRim359gwSWQImIzILJk4iIiiUeOK23q18bORqqSk++fr6AwghKRGQ4Jk8iIioYkZgtW9b1GzUSoiQ/ef1cSSREUBWDKBFRaTB5EhFRAWjr0675CoSA0E4ZOySitORQvQAkRACIxCDKFEpEVDxMnkRElI/k8uaarxg1EqLlmJ23ApCgiJSfagZRIqICYvIkIqJsJaxMu/pLXCiIKswz8+uEUCQALIcSERUakycREWWUXNhcdWvsAQNGQ1RavzlZC0BAkVgOJSJaNiZPIiLSiJQ82fI3X1QfMGA0RGbywsk1SCmHMn8SEWWPyZOIqLqkxsuY5r/+AiC0BoKBkyijl9/4IJfJJSLKCZMnEVFlypQwm99/UzxSxtahReyAiLL1yhur///27j+2kfS+7/h3uE4bBC0KFLeoL1z5dmLpkFyuTYsoYZfy2qG9dz7pUvka0HIsw7y2SKkwbkOp9amOebab+OgfWuQookiVZZMUNwgEVCDa7QKW2rTIoBXELdG1m6Dna2wpGZ21vAN6ixZoUfRHgpv+MT84HA4pktKQHPL9+ueo4cOHz/DmePPh80uR5lrO7f/RkUUBwEXyBIBo65gw/+zfcEv4HwAIwfHZ42KNxRURe9wAWRQAbCRPAIiSq1ev+o48+wOfbv5ByATGyR+dvVesCCoiHfpFvcilACYYyRMAxlf7Teqz3/8pccfFMhVzjL3x9b93KfU8sXP7UurBmPjeQzeLKuIJpdKhj7QLYiqAaCF5AsB48d56PvOnPqkIUzEj4/VfbabNH/7Cq6YiEmuOvLQfOEfMmEjMFBGrmPeBKKb7qtPcZ9063/dPtoZwFhihtx8+rjSX+RLx/M7UHMHrfiPQfQogUsY8edZLy0VdRM3slNPxzgVShXsbiWG3bXCRbDSAMLWkze/7pHN0NI1B737/11o6Nn/k86+KOPs/XpInfu22VafE5M2//VLLU6999dLeBhH03xvXxP6eUKSt75QppgDGzZgnT5uhbVVvdMieABBBvpvCZ97zsyJEzXH3zd/6+74jP/rZV82YO4dPwr6vf+LXb4tiOntKmm+++A9E5AmN/IkA//Ot93myqCIsdwRg1KKRPEUMba+eposQQJS1dGxe+YQIUXOs1Xc/6zvyl/KvmjEnXrrDaEfnfb/5dSVmvpn5nPfg+//Zl0fVHoy5//XWE+IdrEsWBTBckUieqqoahl4sJRmeCiBKfHd1t66s2MdJnKPz7/71584vJCIif/kXXjXdcbPK+P5M8MQ//ZooIoopIqLIH37il9yn5qq/MrJmIQr+91vXRcS7UhlZFEB4IpE8r69u3tzNaX1kz0a9urer6Yb1l5rKrK6kE85gXWuaZfvc0UY1n9OMlvmXjXp1b/dQN6yKVDW1urmR8LyoOWPzWrW0Zb2hmspsbqTjItJoHlMzq5vphH+4cKNe3drVDKO9jS0n0qUBVgvUzM7mzN5W0ff+AEbAe992K7YywpZMp39b+0L3Aj+R+VWR5no/1lhZU1Hcx94HUXT9t78iIopiiiLH6YL3qR/9l18cUaMQGf/nLVU8c0elwzpGxFEAA4hE8hSJpzczh71mz3opX3RCp4iIGLpW1A9ThbL10kQyJbpunD0U8eazxv1DQ0RSSTd2WknUU4+hF3Onbj1NZ9V80S1p6FruVHZWz3JFvflKrbglvqhbK+X0ZgldK+pnrYsO9dGAvS03Z8vMDWInEL5Oq0rein3cLTK0xky5f1P/kvt44Wdum4qYMfvO2eqxNGN2p44Z/lTMsaLuFpWYqSimiCiKfPtj/lj+4/ufH0W7ECX/7+0fch421zFiWV0AA4hI8uw9ezaqVuxUU5nNlXQ8LiKNemmrqBt6MT9jZT8reuq1+kaiWZM/eNZLOc0QUVMFp5exUa9uFbWAYb+6pqmpws5GIu6UMbRc0X2pe6x1qqqu66JmCpvpRLzZRE/VfTTA0IP6cD3m5+c7fWCPHj3q/GlOsqk98aGZgE/46tWrXZ69pXw84Chhc4h+58E/tB584GNbImLGGMV8DmvwraI427vE3v3m0i93Kf/h390YSrsQPX/89vvbD/a43Ut377zzzsCvHYIJ+F8bMEKRSZ49Zk8nP3q7BeOJjXJBlou6m/0CoqcveDaqu3p7PenyjuRzmr5bXUl4U56accJhPHHjpqoZRuux9GpKK+pyetYQ71DZVKGcTjhN3Myc5jTDrbq/Boia2YzAANvu9/HAuLmlpDs/ScQZmd/5lj138eZf2xIZxoqyE+ypu18SkZhi94vGYmbM7iA1Y2L+7oc7rpr7M0e5oTUSkfMnb8/2Uizwt6IrUbtVGPOoDIyVCCVPkbiV4Lpkz7YRsw4ra7rZry16+oPn/UNDRM2s+OuJW8Hy8H4j3Ux66k3P+Nb4zHURo/VYIF/t9snZg4D7a8C57/bgwYPA4/Pz84899lj3dl6iMRl+Y/1gOcwTn0KPHj3iEw7J1F7Abi/KBxe/LiJiJSSE6Sf/1edEJKbYcTSmmDHlXevBP194tb38uV/yU3v1Ds0EfPeOx51CAK5e4OIilTxFEhuFlF7U2/v8bA/PDBFRZ661v7J1cqcvegYnVkPLLWuB7WibJDqA6zO+Cq7NqCKGt2M03AYAQFQoivKhj37NejSu96XTxRqIe0UxY7F3RSQm5hXFZFlUAEAXEUuebvbUtqo3Ok5rbMt0AVpiXlvwtBJsr3p5vz7114AwWgAA48AKMz/17NdIMOPvp//934kp5hVPB6kvizIuEQCmWeSSpy97Bpbwz6cM4h21Kh3G6HZdtGcYRt4AABgNN7GkPvJVe6FaRNDHa2tXlHftwbpiurP96QsFgCkUweTZkj1XW5+xejKDhqLWa7q0jMNtRs8b0hY8O9dzefz52O54tbovh9EAABhPiqJ8+Ke+Iu7mKJgUL9b/ptgLGjX/zZJCAWBKxEbdgMEkNgopEUPb2j1tOR6/cVMVEb1W973ACp4to1Ktssbh/ftnbT2eTj271Ya/otLy8vJyvu14/4zD+95KWkf8DqMBADBuFEWxYycm2s/9xxezDz6dffDpn//mpxTHqBsFAAhXRJOnmz0N33RIJ7EV86VqwwpnjUa1lC/q0r6arBU9NU2XtqG28fRqSkQMLZev1p2Q16jbFaVWL2MMrKHlSnbdDXvzzmYzhtEAABgniqJ85IPFD3+oOOqGYKg+883Vz3xz9Re/9bNEUACYbJEcbWtJrGRUXfMvxBNPlwtn+aJu6FpO964Lq6YK/jmTcWfvzcB9WDYKqdOibhhaMdeyvqyaKnTcTrQfqVRK14s5vVPNoTcAAMaBmzQ+8kEy51Rb/0+fEBHvGrkMxAWASRLh5Cnx9GbmMNeWPSWxUd5JVvd2Nd1+Sk1lVlfSAWsOudGzPXh66jnU7Z5VVU3dDK5oIMmNnaRsFa1WqqnC5oav5rAbAAAjZQWMWx94RURMOrrgeOn30uJMByV8AsDE4Dt9qs3Pzz948GDUrRg2NoMeggnYzXxsTcwFrCjKrRtfFkUkpoiVPJWWB+4KQ2ZMEcWJpopiP4gppjVfxHnKKmbVYC9NpIhVxow1K297lfVYcR+3PPCUd5+y/68Za6nB+3bN91WaxZqn4H1hzHSLeR+IYjZfFTPtBrhPOQ9EEcV9VrEfWEcUxbRapcRMaw9UxfOU3ZDYu9YnHVPsMrGYGbMLmzExYzF3f5TmRineI779PK2nrrQW9q5te8V5+ZVmVe9eEdNb7IpixsQpJu9+5cf+hfV5c7vSC757wzPy7975+XkRmcLbNkySKPd5AgCixh1IeevGl0fbEkTC53//r1tB17pyyJ8AEF0kTwDAMFjJ4Zm/+isidh8j0Lsv/uePxeRdpoACQHSRPAEAIXKjwjM/8cvRXU8dY+LLr/+0iFgRlPAJANFC8gQAXD43cD77418SRaGTE5frq99epP8TAKKF5AkAuBzenRif/StftJYOAkLy1W8vxsSMKe8yBRQAIoHkCQAYnDdtfvTHviDWHE4iJ4bo9hvPxoQtWABg3JE8AQB9UFrHzX70Lxaso6NpDeAovXGL8bcAMM5IngCAc3jT5nM/8kvNXk3yJsZJ6Y1bMcV0l8AlfwLAWCF5AgD8fB2bz/3w50SsnEnWRAT8o/+SUtgCFADGDMkTACDi69icfUkUhTG0iLR//AcfsuZ/Wn8SQQFgtEieADCl/B2b7/+sdXQ0rQHC8et/8MGYYhJBAWDkSJ4AMF3c++/nrm+IiCgxEUbRYvL9xnc+oIipeCKoZeAgqgz0Mw25F8DUInkCwLSwbpSfe9+6KPRtYnr91neSMcVUxBSR9iDau4M/esquwa5KYoopIjHnSKz5lNl8qu3tyKIApgTJEwAmXLOTcyZP4AR8fvv4J0UkJqLIu2KHQycutkZKxZ8kB0mM/+H0uogoihkTkbboSwoFMMFIngAwmZqB89ovWn+PsjUAOvjWmzNix1ohhQKYYCRPAJgQ/hWD4n/XOjqa1gDo3++9ec3qDr3E+agAMCZIngAQbc2+zcc/08yZBE4g4l7/3g8qIu6IXyaIAog6kicARE/L3pvv/QXr0MhaAyB83/ne4yKiKPZC1IFrI73zzjtDbxcA9IrkCQDjrv3+8rm/kHOfG3ZrAIyHPzx7r1jdoc6Rq1ev+srQLwpgfJA8AWAsdNna4bmrPy/iubskbQIIcnr2XhGJNftFFcboAhgfJE8ACFePuwV+9M//nBMpFbHTpeL8BQCDaDx83HrgfrmwfC6AUSF5AsDgekmVH/1zf8st7Xux5/ElNgoAOnr74eN2ClXoEQUwVOOcPOul5aIe9ISqqtdvrq7cSMTjQ27S5bBOLFW4t5EYdVMAnKd7tnz2z7wonj5K78vCbBQAXIL/2vhB60FzUWyyKIDQjHPy7MgwDMMo6pqaKmxuJKKZPgGMmU4J89kf+HR70dBbAwCj8Khh31Z1mSnajnQKoBfjnzwDugYbjfr9vV1NN/RiTug5BNCbc3ovv/9TLWNelZZ/AMB0+m+Na+Jd4Eyk/fuxx9ns/SLQAhNm/JNngHg8kd5I3JjJ5zRDL5aSZE9g6vVy3/Psn171vcj3TwDAAP5HY8Z64H4Ve79WldYvWe+fvm9h36sCv9iJo0B0RTJ5WuLpzcxhTjP0Wn0j4Y2ejXp1b/dQNwwREVHV1GrQmNxGvbq3q+k9FOpSVXPG5rVqacuqTU1lNjfScRFpNI+pmdXNdFv9jXp1a1cz7FetrgSW6H4u9dJyUVczO5sze1tF3/sD0dbXj+jPfN8n217v/pNkCQDR83/f+iFpmd+gKEH/ayCLAlER4eQpEr9xU9WM1ujZqOZzmuEpZBh6MXeaKpS9HaP+UlahzE7Zm9h6q0pE5KyaL7olDV3LncrO6lmuuT6SYWjFLWmtXmqlnN4soWtF/ax16HAfDdjbckK0yMwNYifGycCjsJ55zycC6wt6SLYEgKnwx2+/3/tn95mohFJgrEQ6eTrR8/SsIVZHYL2U0wwRz9JDjXp1q+gblNuobmmGiKiZgtUR2aiXckXd0PbqaTfT9VaViIjomqamCjsbibhTxtByRfel7jFv9SK6rrstaNRLW0W9teo+GmDouqi+3Nxifn6+02f46NGjXj/uyRLdE7969eqom9CfW7GV5h++9V87JUaCJACgN3/y9mynp3r56fOdd97p/b2ie/MAjINoJ0+bcfZQJC7SqO7qItLSJxhPpMs7ks9p+m51JWENgr1/aFjF0gmn0EYhpRf1Zu9pj1XZ1IwTDuMJKwy3HkuvprSiLs2EbGm2IJ7Y2Myc5jTDrbq/Boia2YzAANvIRabxdEtJ91y2zwDXU3FCIQAgGqxQ2n3OxZWL3Zz0FVyBKTcRydNmJUo1s+Jfb8juGj2830in427wTLYUS2zcu7fRb1U29aZnfGt85rqI0XoskK/2uBVP7RTdXwPOfbcHDx4EHp+fn3/ssce6t/MSjcmgF+sHy2Ge+BR69OgRn3BIuIDDxtUbHq7esHH1DqDHexOuXuDiJil5Wgwtt6wFP2OFuodnhoioM9cuXtWFXJ/xVXBtRhUxvB2j4TYAAAAAAIYjNuoGXExLirT+6FFb7guo93LqGkh/DQijBQAAAABwWaLd59k4OxXx5a6uK+00+edcBumxqvCMvAEAAAAAcAki3edZ39O8Mzavzahij0PtppdiPVZ1IadnjZa/7fmnVoweRgMAAAAAYDginDzrpV1dvKvwxG/cVEVE36022oouLy8v563jTrFa3VukUc0vLy8vl+r9VHUhxuF9byWtCx8NowEAAAAAMBxRTJ6NRqNeyueLuuHbTSSeXk2JiKHl8tW6k8wa9VK+qItIatUu6aS6oluqUbd3+HQXvO2xqgsxtFzJbYC1eedwGwAAAAAAQzH+8zz14rLe4Sk1VfBNg0xsFFKnRd0wtGJO8xX17IuZ3swc5rS2Ut4yPVZ1AalUSteLOc/JqcNtAAAAAAAMx/gnzwCqql6/ubqSDlohKLFR3klW93YPdcOwC6fay8bT5Z2Z6t6upruFVjc3fPX1VtXgkhs7SdkqWk1QU4WhNwAAAAAAhkIxe9xAF5Nofn7+wYMHo27FsLEZ9BCwm3l4uIDDxtUbHq7esHH1hmfkV+/8/LyITOFtGyZJFOd5AgAAAACihOQJAAAAAAgXyRMAAAAAEC6SJwAAAAAgXCRPAAAAAEC4SJ4AAAAAgHCRPAEAAAAA4SJ5AgAAAADCRfIEAAAAAISL5AkAAAAACBfJEwAAAAAQLpInAAAAACBc7xl1AzBi8/Pzo24CAAAAgAlHnycAAAAAIFyKaZqjbgMwVFY374MHD0bdEGAQXMCILq5eRBdXL3Bx9HkCAAAAAMJF8gQAAAAAhIvkCQAAAAAIF8kTAAAAABAukicAAAAAIFysbQsAAAAACBd9ngAAAACAcJE8AQAAAADhInkCAAAAAMJF8gQAAAAAhIvkCQAAAAAIF8kTAAAAABAukicAAAAAIFzvGXUDgFFoVPM5zVAzO+V0fNRtAXrSqJe2dnXDsP5SU5nVlXSCyxdjrV5aLuqpwr2NRPtzjXp1b/fQuaRVNXWTSxrjpNvV2/aNrKZWNze4fIHz0OeJKdSobmnGqBsB9KFRzeeK7k2OiBi6Vszlq40Rtgk4R71U1Ds+lc8VNc8lbXBJY6x0uXqlUS8t+76RDb2Yy5fqQ2kaEGEkT0wdcieixrlm1Uxh5969e/fu7RQyqogY2hY36hhPjXppuUvuLOqGiJqyL2jPJZ3j5h0j1/XqlUZ1q6iL9/p1Ll99l29koDuSJ6YMuROR07h/aIhIqlB2xiLGE+lyISUixuF9bnQwZhr1aimf63bjvquLSKpQbo5OdC9p0WtET4zOeVevSH1Ps7+Q3es3nkiXdzKqiKHtcfkC3ZA8MVXs3JnKZNRRNwXo1cMzQ0RSydbJRtdmVBExzh6OpE1AsEbVGkYraqqwY2VJv+ALWiSRTImInJ7xawpGo4er1/3dxD/7M54u37t3r8OkUAA2kiemSL2U0wyRVGHjxqibAvTOypj+riDr9l2duTaSNgGdqalMYafccbmVxAZ36Bhb51y9nX43AdAT1rbF1LCWC1AzOxsJaZyNujVAz+I3bqqaYejF/ExhM52IizTq9kSj1CqrM2OsxNPle+nBXlqv6SKi3rzBNY3ROP/qbZydiv2LX8vitqw2DvSG5Ikp4eTOTW7UETnxdHlnprRV1LViTnOPqqnCJv1GmBTOKEZ+TEEE3C/lNd2zZoSha0X9kJ3agPMw2hZTgdyJaGvcr536V8YyTmsPmRCHyWDPhVAzK/yYgjFmDbY1NE03WpZmTrHaONATkicmX6OaJ3ciwhrVfM5Z9MJ7o2Po7H+ISVAvWd/RqQI9RogGNbPTsjTzhr3aOGvbAt2RPDHp7OVsyZ2IKmsNf250MJEa1fxyUTfsC3zUrQG6s9Z7C5qNnFjJqMLSzMA5mOeJCWdvhSiGllvWfM/Zx1IFVlnE+LJXtAi+0dE14/SsIaxrgUiql/JF3f5dhZ8GER3XZzpdrsbZQxGuZaAT+jwBAMCQNeolq7MzVbhH7ERExG/c7NSzyUZXQA/o88SEC14kvVHN5zSD39kRAfGZ6yKGcXi/kW69Wq1RuF1+fAfGVr2Us7e54ksYUWJ/IWt79XTrYCk2BQJ6QZ8nAIy1RNKa0JnLl+rO7+wNe00W1gJFBLmrvhE7ETn2fE69mC9VnW/k5hcywRPojj5PABhviY2dzGlOMwy9mNNbnmHhLESQ3VsfOPtehKn3GG/xdLlwli/qhq4Vde8FzOLMwPno8wSAcRdPl3d2CilVdY+oaqqww/Q4RJA1KhGIrsRGeaeQ8Xwjq2qqwOLMQA8U0zRH3QYAAAAAwCSjzxMAAAAAEC6SJwAAAAAgXCRPAAAAAEC4SJ4AAAAAgHCRPAEAAAAA4SJ5AgAAAADCRfIEAAAAAISL5AkAAAAACBfJEwAAAAAQLpInAAAAACBcJE8AiICDNcWyUD7pqeDaQcDR8158KQZ/r5PyQlvLcan4iAEAI0PyBIAoqa2/OIz4OAIHa3PrNcnu31kcdUsm2Gz+te2kVJaG8hsEAABeJE8AiJbJzJ4Ha0sVkeT2S+TOcM3mX85O6kUEABhrJE8AiJr+Y8PiHdM0TfMoPxtSky7opPxKRSS5/dq4NnCSLL60nRSprd9mzC0AYJhIngAQPZPVZXVSfnG9JpJ9mdw5FFa3p1SWmO8JABgikicAREh2fz8rIhOVPQ9ur9dEJPsCA22Hxer2lMork3INAQAigOQJAJGyeGeA7OlbbzZ4AVybtfxp2+K0JwfltYUFxbWwsFY+uIzccnC3IhIYPJ2WrB047+999+ab+5rWd8P8p9bvuXk/3da6+qtoWOcrIrPPryRFpLb3DaInAGBYTADA2LPTpmT3vX9Jcvu4a0HfUbd4cCnTNE3zeDvZVrVzLECyrQr/e3XnVB3QkuZz2+4Jt8rum+Z+NrBtPb69edyh6uBzC+ae8XaHtvRYzzDO1/9mfb8OAIAB0ecJAJEzUL9nSwUvWK+v3PX3ep58Y68mIpJced6edHlSXphbr4lIMru978aU42MrAtUqSwsXmS54/EZN5JyhtpX1pYoks+6bHzvpq7K0sLBUqSWz28fHzlN2euvtkzkpv7hUERFJek7NraTW30zI2vp6h7b0Oao1vPP1mH3yaRF6PQEAw0PyBIAI8mR58X99AAAJWUlEQVTPgZYodaLn699tzR1twdNe/Ucku390J7/oLgE0O7t458jqN+s3WHnZQ22TT811LZbcPj6647757OKdl+1OwVrNatjsrPNU/sj5ZN44Pu/dnbPN7h95Ts1bSXs076qtLXbPYr/5LqTzbWFfAkRPAMCQkDwBIJLsRWIGXaI0OHe4UcxZZraZze4EdErO5l+zsuegO3ScfPd1ERF5+smuq9q2r3rrJOegHUDnnrI+GH+q7iygpL0PjRl02p0EtMXuWewzFoZ9vi2v6zexAgAwGJInAESTE/sGzJ5O9PTmDjdnOmNf2w60NcJOVv2mHps91vacLs9uTwdkVqdN53Nz4fqctRbQxXr/gvKzEwv7Edr5Bhvw3x0AAP0heQJAVF0se9rR0zOe1N7exJMz7WQolSWlA2uaZLgdZ+f0iF7A4h1nCmWtVllfmptrLkjbfxo7b8hwz8I73xYXTawAAPSF5AkA0XWh7OmPns6cy/bxnBNs8c7R8f52NunpmXRD6GXtGwMAAEieABBtF8medvS0R1s6wdNd1Nbj/G1B+pkPOWZmF/N3jo6s9Xq3s54QWqusL81dZOFeAADgInkCQLRdIHta0dNaZSgweA66eE00zc4u5u/YIdTZrUQusHDvmHOWdwIAYChIngAQdd7sac+77FEzegb3eLpL8HTaeuOkvKAoiqIsDBbPRru8qtP4gLx+gd1KImdI00oBANOO5AkA0dfMnn2yo+cbt63g2badh7N3S239xaBs6a5J1LYNSG8uuDTuBc0+v5IU6dSt6XQJXtrCQeOmt4WFAQC4JCRPAJgEg2ZPK3pWKlbwbN88xa23tj7XsuLOyUF5wV7Z9gJrEgVvKxoCp3+zpYNzNv+y9fbrcwtr3uVsTw7KC3PtoTqwkstqzOU6/y26zesFAODykTwBYDIMmD3t7CfSadfO2fzRsR0+K+tLc852KnNLVjJLbh8fDdbh6X37UQ1pXbzjnpu9p4r/5CK8dFJXdpcuwRMAMCwkTwCYFINlTyd6dum5nM0fmdbeI57qk8ns9v6xeZHY6Xl7z7aiw9Xh3JLZ/eOLn9z4OvnGXk0IngCAIVJM0xx1GwAAU+xgTVmqiGT3o7w1S8ScWKOJ+cwBAMNDnycAYKTsVYwmd/uS8WOtDHWB+bkAAPSN5AkAGC17lHBt/faIRtxOmZPyKxUZfEFiAAAGQvIEAIyavcgs3Z7DQIcnAGAkSJ4AgNFbvLOfpdtzCKwOz+T2a3R4AgCGi+QJABgH1gYnlaXw9riEnJRfXK9Jdn9yF+0FAIwt1rYFAAAAAISLPk8AAAAAQLhIngAAAACAcJE8AQAAAADhInkCAAAAAMJF8gQAAAAAhIvkCQAAAAAIF8kTAAAAABAukicAAAAAIFwkTwAAAABAuEieAAAAAIBwkTwBAAAAAOEieQIAAAAAwkXyBAAAmCYn5QWlu7WDEbXsoLy2cClvbp+jt66DtQ5nu7CwsFY+ODnpVMkAn5T9yoVye6VOWxYWFtbWyuWDDiVE5OSgXF5bW1gY2b8O4JKRPAEAADAGDm4vrVdqQ3/bWq1WWV+am1tY6xID+3Lyjb2aiEht7xsda6zVapXK+vrS7U6x8uD20vp6pVIb/gcChITkCQAAMIWy+2YndxZH3bjQBJz18fH+djYpUqsszQV0Lya3jzt+UMGf1MHt9Zpks9nu0VMkmUyKVO4GR8+DuxWrADAxSJ4AAACYXrOzi/k7R8fbSRGpLF18aOvB3YpI8qmXXsiK1NY79mmKyNNPd4yeB3crklxZefqijQHGCMkTAAAAAayZkb7JigEzKMWeoenOilxoG7hqVbV2ICcHzXILa+40x5PygqIsVUREKkv++s+r/Nxplb2Yzb9mZc8OfZA9s4LnyvOziy9kz6nvqRdWOkRPK3g+/+TFmgKMF5InAAAALuCkvDC3tO6ZkVirVZbmApYKev2VhbmlZrlaZT1wfOtglV/Y7PMrlxA93eApcn70nHs+OHoe3K2IPP3k7EUaAowdkicAAAAGdrA2t14TSWb3nfmQx/vb1rRJfzys1WriFDvezyZFnNg1mz8yzf2siDMT055A2Vvls/kj0zTNo/zFopodPV//7uBdpyflV9zg6UbPVzr3xc4GRs+DuxWR7AuTO9sWU4rkCQAAMIWsUa0X3VHFilqS3T+6s+jkvtnFvDVtsi1zJbePnWKzi3dezop0DXr9VX5Zam8ct/y5PtdpT5W24b3WorZO8HSiZ7d1hgKip3XWBE9MHpInAAAABmNHre2X/DHJSlT+zNU6gHTuqaS0Bb3BKx89q8HZl5t9rz1EzyeflpboaVdC8MTkIXkCAABMoQ67qgyyo0pQt+Dcek38sTL51Fx4lYely64qvuG9QZnRjp5dlrj1zQYleGJykTwBAAAwmOM3aucXGsvKO7/hQPlYnMzoH8VsLdjbbZ2hluhJ8MQEI3kCAADgIrp0Cw7ShTrEylucfPd1kYHXlD24vd4tKPcWPQmemGQkTwAAAAzmvKma41t5Ozs6Dhj7Du5aiyEFBORja6PQzisiudGT4ImJRvIEAABAgKDkZw8pdTh7YLanqoO1wNVf+xFq5X4Ha69UJHA9o95ebgXPwMxon0eXdYasT/r1u7cJnphkJE8AAAAEsJZdlcrS2sGJiMjJQXlhzjekdDb/srWEztxC+cAJVicHawtLFWld5rVXnl1WLr/yACcnJwdrCwtLlZpIcvu1wersFjx7iJ72Yr2VCsETk4zkCQAAgCCLL20nRUQqS3OKoihzS+u17P5+1lfozn42KSK19SVnEdo5K8Zl9/ubiGn3sa7PNfsze6v8pLzQax9o+y6mc3NzS5WaVeVRQO7ssp+n857OvqMdM6MTPTsucWsXkMHXNwLGH8kTAAAAgWbzR8fbWTsTSTK7fxyUJRfvHB3vb2eTTjlJJrPb+8dH/S4ANJt/rflml115Z0mrRnPgKu0RyN06K51k2XGdIadAcuX5y+jIBcaRYprmqNsAAAAAAJhk9HkCAAAAAMJF8gQAAAAAhIvkCQAAAAAIF8kTAAAAABAukicAAAAAIFwkTwAAAABAuEieAAAAAIBwkTwBAAAAAOEieQIAAAAAwkXyBAAAAACEi+QJAAAAAAgXyRMAAAAAEC6SJwAAAAAgXCRPAAAAAEC4SJ4AAAAAgHCRPAEAAAAA4fr//edwj9ZX/hcAAAAASUVORK5CYII=\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 18,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPPlato.png',width=1000,height=1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Magangué (1973 - 2019)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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OzhV1Z2fOHxW/rTND46uZZ85t5ZjaRycoVXDrmCvBv7i4ZGtS6rr+X47VDGueNfHlNZW3tJF8rcI6XJRW+LA2bJXulkuT91jPpdMdLqdvXXfduW75GWiog3lu9tvgpyynDD4aG4W18QP+uBS/3FKUWObC6u3HND9fFc+O/J5/l1xampscHBwc7Orq6urK2fK9VM70Hh+Y1fM1nC941aDicdrfli/z3RWNhgCPYJz5vbTGv21tO3cOHT8+7+zgshp6t/Asg2P1c58juabOfa+b41js0QZr6dmZpCSTU1PDw7297e0+fkQc3d4kZ5713KCO1alAS27HynpeJnH8vuaeuhp2E1/szeymnjmcv0lpOVYz/HlW85fXLZTSVsPXqujDRZkKX9qGrc7d0nmGf9B3RVhDHczzyFW/7iNJhLbxA/64FL/cUpRWZjf/Jx5l+zEtaztpe5x23hvj7O/Re2+zb5JCX5RnDw1PTU1NJZPJZNJrM+U8J2wbmvd5NWRu0J7eJxbnC10scVUK2D+2J+WS7hEwZxnClrejoUqpCPAIYGlu0Nm/hs/Gv0tGT66DXV1dfm5IzPfNrlS/ZB7NLu13TuU9SjlL6bzwYeXoPjh9l7RlsY7fbz+nZs7zAq82pM7VqcgpX6GVdXYPm2/q6qrtzcd+Dm6tkvL8bS3HahY/zxC/vBVQ1kNNNXytij5clFj48uwGVbFbOv/QBXoWc24kq4Y6mOfh3RTBT5Io48bP++NSwnJLUdoPokuAE4/K/JiGfL62+Iw1TjsuZjm2VI69zb5JCkVN15fPsZkcG7iIum7HWfXArK8+6+xfMMduE+o9AmkhbHmErWCrGdQ9H8+BX1xcnPXofdI5ao45eTyxd8LyxMxFVz9EjkdI5nhi7OKi+Rhd34+yD/AceGNZ5qM9HU8McRfT48md5qTuTVdg2uwGyvtE0ABPILetjO7x57SXKODTZUt4dLBtI3v2cWormXPq+ED2acqLixMDkr5rcXZ2McgjqktZX197X46HqOZ6PmvRq5mnMEXNs9Qvbx5l2OYVP9RIsK9VKEeqog8XJRS+jLtBJLtl/j+0a+62Dez+Iofy16mDg7l1sZ4HvNyHozy7WmkbP98veGjLLWkLl1Bmz8n9n3iU6cfUPt9ijwQ5pnOVOf1Xcm+qHLux70NwjgksO4Z7Awd/tHmgHh3yfcGspco5ka9ClGvLF71jIAcCPHJFi4Lc39Kch8Zg3c44v9g5C2iOWLYAH6CUxR+JAy3cNmH+9Q6yRgW2eZjnfCVu6SBT+y9V2QO89/7he0/1vZrBYoCfeZb25a30Ni/3oaa0r1U4Ab7Yw0VJhS/bbhDJblngDx2wn7RQ/jo1eTDPc+bvsQ3z5FbLpBXa+GEut7QtXOKpRwknHuX5MXXM1veEvmKk3zL7C5H+DlR+t3DwSBrwT1/MIdnP5q/MlrfPgPxeOprQozgDs4sBujTZedz/gcrdgshxD2BWGVvTx3P2aJz+fOJpZzsnR1u4QHNsczxPNBefzassM/Wz2eOBZluytqGnS+hI2O+mEhmYrapedzz2jzztXMuxmsXNs7Qvb6WV/1BTBV+r4g8XxRe+fLtBFLtlgT+049lQbvajuf3G2IY6mOfmPt7Zmxfn7O+vxI3/dP6pBwZy/W1KWm4pSiizSEknHmX6MbU3Ow+5U5S2oYMFixyfyHl6Wszz1XYe9/HdK+aLF6R3Azc/h8AwT4JK3PKOu1S4A750BHgEFh+YWNSDdvDSNjRf4Im9xqw9rwv4OXCE7IaDec6X4hOeD+fMczyND8zOH8zftcvO4wWucObYOAVmWmizxwd89JgStradx3MXKz4w625qapNv6sxMJoJvrHJznWgVuE+1HKtZ1DxL+vJWXAUONVXwtSr+cFF04cu4G1R+tyzwh86Xl+MDs4vzT1svALj6lWukg7mF/ZzcmdB93xhb2sZvG5rPte3jA7OLx+8s03JLUXyZRUo88SjLj6ntpy70epb8RY4PeJ+elbjIec/b+6zLDP7FKy2/S979Rsrxi1zalrd1FxB1Jx31IeomAIiev4qMuHEzVN5WL77upp+dGIg7LgrH4/GBidkCd1ktztqe85uexveCC47o2ezLKK1loYU2gXH3pecU/u7/WXQs0rGmvlfHc665tl8Rcy6hCb21VO5tteiae84WXa5N5W9P8pxX+ZvQu2bic5sFW01/hSlu0xX/5fWeXXm3eXkONZ6L8DOu73IHGjHQ4aLUwjsmDGk3yLs25d0tC/2h8x3+7X8g72NU/R/M8x7RgtwU4N6AJW58++S5fodDWm5IW7joMusln3iE+WPqXKjfxtLBGrcbKxx3FjfYQgKeuLi2UmlHvcANEXNsE/emCFiqimx525ekqBNGOChd1wPuQgAAAEBNcTxxe2C2Bh5vXotlnhtUZufqOZosopHYduKa2IWrH03oAQAAUNPmBlVXV9fg4OTk3NzSkmcLd/vT4op46lfYarHMPlh7FAjzbgPUKOtOTPv5cBDgAQAAUOuSyeTU1PBwb297e7tSXdbHYy8tzU122Z65XSU9adVimQuy9hNJgm94lhvg4xP7yO+hoAk9AAAAapu14XZh1dG0uxbL7I9lzWqp2Aidtf08zedDQw08AAAAatvO4wE6Bhs4WBWRshbL7I+lGX1y+PBcpGVBhCzd7VP9HiICPAAAAGqdj8eiiVTPQy9FpDbL7Iv1CfdTz5DgG9Tc4Uzte3zi6Rq6AFX1aEIPAACAOrE0N/nsMzMzL0gyaesALh6/YffBfXfsbKvCGFGLZS4s246eZvQNydJ8ntbz4SLAAwAAAABQA2hCDwAAAABADSDAAwAAAABQAwjwAAAAAADUAAI8AAAAAAA1gAAPAAAAAEANIMADAAAAAFADCPAAAAAAANQAAjwAAAAAADWAAA8AAAAAQA24JOoCIEodHR1RFwEAAAConDNnzkRdBKB4BPhG5/MQtrq6um7dunIXps6srq6KCNutCOxvRWB/K4VSyjHkxk8f1Y02akr09EiZt5qIiJ55awxPv9Usw42BxgtNzj50b8Fi6LpewkqkudelrEIpc6PhEFcEDnFFY3+zou4KdYAADwBoIJ759qZPHBVxpu5wXfXwUXO2tpCvZZcbSvbeeOxw5lqDnrkGoRuLU8r2NvtCRCk9+8IYWdPNt0plhxsDtfRw3bPMpHoAAMqEAA8AqGeOhPlzHz1qrRgXsdSxR+3KJ46audqzSt/5aXYVzExe0QKLyLW//5BSYuZ5yZHqifQAAISCAA8AqCuO9HjLLx0RJboxsOL5tjHd/OwBkXSq10RXrsYF5HkAAIpDgAcA1CrP9tu33nMkW8dOYq8Ot8593qyl11xV9OR5AAB8IsADAGqDO6537nlK19JV67am5qhu8W/sT9fPK10JeR4AAL8I8ACAquNZtb7pvU+JpQc4atfrxpZv3mfmeU1bo2M8AAByIcADAKLnyGxdv3DYUqmuhMbwjWTbnw2Z989nK+pJ9QAAEOABAJFw5LHNu8Z0RVZHTu86/Qkt8/g6TYx/PVpqEOkBAPWNAA8AqARH1nrbHWPmI9CB4rw3OSBmd/dK11y30xtI9QCAukGABwCUkRmotvQ8aXYOL14pCyjd3d/+sErn+bWm7HPsSPUAgDpBgAcAhMyal7bseMIYFFlp0PA++pf9mlqzNb/3uqmeSA8AqH4EeABAOMxE1L31cV1lnu4WZYmAnIb+6n1ia37v7P2ePA8AqEIEeABASbK5/fbHRXFbO2rVvuf7LL3f8zQ7AEA1IsADAAKzZpvbux8TEZ1G8qgvB753p9nePvOCVA8AiBgBHgDgl5lebt8yym3taECPvnBHNs/nTfVCsAcAlAEBHgBQgJlP3rH5kCjFc9oBq8MvbtfErKU3sv2a8uonz42QDwAIhAAPAPBgzR7veOshEW5uB4L5v196u5Hqm0TX1JpkenXURLfkfEI+ACAAAjwAIMuME1vjj5qDSA9AmUyf7VQimUfWr4mIUrrxIs8T7wwEewBoQAR4AGhojmyw7bZHdKWobAeqxx+8fKOYtfeWeM9z7wCgARHgAaBReNbjbXvLw6KEHumAmvOH565Vlnvv6SEfABoBAR4A6k2uBrfbb3nIDOrpp74R24F68SepqzRJdzGZbo1PLT0A1B0CPADUnvwdX+246YHsU9m17DTlLROA6jN/PiaZ2+mV69BBngeAmkOAB4Cq5pnVd9xwv/GZdTwiOoD8Fi5slMxlPeXqA588DwDVjwAPANXCM6v3XPt540W2bzlyOoAw/NWFFvGqnyfJA0DVIsADQDTccb3nqs9mIroyR6pomQA0sO+90ixeLe0NpHoAqAYEeACoEMc5cU/bPmOo+XHFSwQAHv72lWazP7z04+u4fx4AqgMBHgDKyHrK23PlZ4xBkZUGAIr1w+XLJHv/vMdT64j0AFABBHgACI1Hq/jYfZlb1sntAOrHy8uXimT75aCLewCoDAI8ABTP2Sq+dcT6GaEdQOM4v3ypcUT0zPMGUj0AlIgADwAF5Hnoes/lwyLkdABwWr54qfHkDGWtqCfVA0BpCPAAwpQn65Yo3DO8QOXs2fBp65SW1+EVCAAawGsXLzNjvHkE5XZ6APCPAA/ALz+hd/tP9HtMkKujdVsYzjWOOa8w43LPpR9PLyhPkXINAQCE5/WV9OPrDLkq6l9//fUKFgoAqhQBHoAHz5On7W94f/YUy+yYzTpiObPujp/+qLlge+WNiPnWUqHjMQuiOADUgv93pdnR/F5E/dT69e4xqasH0GgaNsAvjO8aTUj3gVMjnVEXBYicO65v/7E91s/NfwAAiMR/W2mx1tKL0TSL5vcAGkzDBnigoTnOeLb9yF0iZk5XZHUAQE34+1cvF1vze+/7rUj1AOoGAR6oc56nMtt+5H3GhxUuDAAAZfUPr240XlivRufqRYVgD6DmEOCB+uGd1S95r3WUihUGAIAq8Y+vtjpuBjMb4btHJtUDqGYEeJuVhZMzJ04nUqn0+1ise/Oe3X2dzZkRzFvnd8v42In0iLHufutIxjix/mOTfc3ZOZ8c2judctx0X3Bxxrxi/cf2t8yMjSZSxsI2y/S0awE5FoG6lKsmYWvTbnF0K0dgBwAgh396NWa8MH86lcr3yBWyPYDIEeCzFsaHjIyclUolUqOJZWckPn9iaG8qO2YqMe0xUniLk+WZsWlz1JZNfS3L04lEavmiiCXArzx3OiUi3XHSez3I/8i0rdpur2nKVRigVvzl9H0lzuGmTx4NpSQAatc/v3aF+drRKwxN8QFEjgCfsTA+mkiJxPoP7DerwFcWxveOJiRx4uTuTmtldyqVku4Dx0Y6m0VWFsbHRhMpSSQXRjr9Z+dAi0s469vj3ZJIOJZ4cTl3fu/o6MhVkNXVVZ9F9j8mrKzbbb3XI3A8bdXe4zWYjA5kLZz4jGNI++88ku6LUema0o0XIqIp0bQ1861S0qStiYgm9rdKT26/1zrDNw2T5wFk/ctrV5qv/dxj7xDVo+w5hQPqCQE+bSGZEJFY/35rA/bmzt39scR0ylnZLbF+I72LSHPnyJ7uxGhCzi+vSGez+BNscRLr329rLd/pTvDGHGuq/t1/mq0bW1Vf5iVRHFXnj7/9YK6P3vHWQ5UsiVvypDOri8gVXx0VEckEdU0LoQYs/o39SulN6di/9mfvSOf5G0ZI8gBy+tfX2vKPYKT9psY788klqmsZQB0gwKd1jpw6NZJ5s7KycvHic8vJ5dMJRyP3tNYWa5ze0BIT8YjdoS0utnmTY8auBJ8/v585c8ZzeEdHx7p16/wUeHV11eeY/tV9ezPjgnfo260RlGN/q3t+9rf8dURXP3g0062T6Fp2uK7kTx64N8dEmXHC+zp7FnLj04+LStefp+vYw4jrBb39T+7VlK4p/Zvd2S1Q98cunzjEFY1DXBHqY3+L5ODB/gbUGQK8RaY1fEGxlg2VXJwXR4Kvwfp3AOXnCMPX7T8qmoiIrswumEVEdCM6YAsAACAASURBVE30vI1C2g8dNUYzJtEt04rSdc1v81E/Lv+1J1VmzuYiwpp50bYmhs1qeXNlSfIAAKDCCPAZ6T7cDbFYrLV1c0t806blsezQyBZnr/A32BI8+R2AiLgS+w33HTXDdv6IXqIrnjqSvhZgXhrQ9PTbdMkyn2rZWnRRmXDu+LS6vfPPPykimtJJ8gAAoMII8IaVk2PTKRGzazpz+HLVLs5I8OeXV6TzIvkdaFSOxP6m4Wxip6eFctt1+hNNSrfWyQthHgAAlFMDBPiVk+NjpxOpVvsT2JfP20YyunCP9e92dENnDA9dKIszEvzp51Y2yXkhvwMNwpHYb/yU5cZ1EntE3j3/MaPT+yYa2AMAgHJqgAAvcj6VEhFbJ/HpBF3oXnajaboE62Heq0+79EPaCwi4uHSCn5mRFPkdqDe57iq/+eMVahWP4uz59kdERBMa2AMAgPA1QIBv3rQ5Np1KpabHTm4yHqW+sjB+IiG2zt3ToXt6ZmFTuk37ysLJsdGibn9vbmkVSUlidDx+bKSz2WtOIS0ufR98QsLqVw9A2Iru3e3nPnpUzHvIHT3PoRZ84Nsf1pTeZG9gL+R5AABQggYI8NLct6d7ejQhqem9u6Ytw7v3ZJ+tnhknMbo3YRkl1n9g8+lRryez55N+nLt1Zt0HDsjoqDnrsBZnXAgQrwfNAaiQ/BH9trueylSYK2vn7WYad1anpweS1OvHh77zwXQP9rKmac48b+Uz25fe5z8XEQAAqFGNEOBFOkdOHWsZHzudSBlV3LFY9579I/ZG6p0jxw60zJyYTjhGWVgWSQVrQy/NfZPHZHwsPa9Y94H9I50Xxx1FCmNx6dYF5HegAnKlpq5fOJypIXdFdM1zCjS0j333/U1iPJEu/Vy6TLzXfSbzJ77f06TWRKRJdC39Ys2YofHC+FQTPfPCGKhnRst5EYFgDwBAlVP8Wtc042l0sf5jk33FJPiOjo4zZ874GXN1dXXdunVFLKKRra6uigjbrQiR72+e8Wbzu8ZEHNXmyt7E3TvAF1kDb/1UKzyJ+dbRC71z5PzPgTdHtlx6yC4393Pg3etVymPkvJ8Dr0RZRlaariyfKqVrljkrpWuZ4SKiKdG0NfOtUtKkpSOu7W1mEvOR78bATAd19rydGWiOJiJNak3LpHFjYDppW2rgRSRXgE+/lezSrak7PX9JL0hKCPDGJGapjEmaZK3nih+IRf4zBA5xRYv8EFeL2N+Kxv5m1dHRISI+z36B6tQYNfB1y+gbj/p31Jv169dHW4AtPU9aYrASsQVaoF794blrzQsETfYWAVzuBwCgGhDga9jKwsx0yn4vP1BTcrXj3XH9/WZyNv9N17emK3tVOlenPxXRLEkjU31tDNTNEK7MaSU7rWaZiWVkAH+Wajfr5+lUHwCAakCAr0kL47syPeLF+nfz/DjUDEdi77nqsyJma+pMJtfIz0DV+fb5VhHRVLpanhgPAEAkCPC1Kd37fKz7wH6q31HNnIn9ys8YQ7P/Aqgp37mwURMq5AEAiAYBviZ19k2e6ou6EEAO1tDes3HYGCQioriPHKgTf31hg1AhDwBAxRHgAYTDzO09Gz4tlrvKAdSxv3mlWbN8/UnyAACUFQEeQKmMc/eeN37SvI8dQEN58ZU3iuVR9sR4AADKhAAPoEjZKvfLPkFuByAiL71ymaZEKUWGBwCgHAjwAILJ5vaf3UuVOwC3peVLeYY8AADlQIAH4Fe6qfzPfMx4E3FpAFSxpeVLjV4rlVAhDwBAaAjwAArIVrmvGyS3AwjqwsVLuTceAIBQEOAB5GScc+/46QFxPdEdAPy7cPFSTRQxHgCAEhHgAXhIR/f/8BGq3AGEZfniZRot6gEAKAEBHkCWWc2+46c+THQHUA6vXbyMqngAAIpDgAcgYla5//tfIrcDKLfXLl6mMocdYjwAAP4R4IGGlq1y/3cfIroDqKS/u3iZphQt6gEA8I8ADzSodJX7v/2g8SbawgBoWK+vNFMVDwCATwR4oLGYVe7bf/IeOpYHUA1eX2lWlqMTSR4AgFwI8ECjME6Ot//43aIUVe4Aqs3qSrMminvjAQDIgwAPNASl1PYfvzvqUgBAYf/fygbFQ+MBAPBCgAfqlrWFPOkdQG35bystiofGAwBgR4AH6k32Lvc3fEDSL2kwD6Am/Y+VFqriAQAwEeCB+pG+y/0N7zfeRVsYAAiFkeHp4g4AACHAA3UgW+X+Y3vI7QDq0t+/erkS4d54AECDI8ADNcl2f/uP7hEhuQNoCP/w6kahp3oAQKMiwAO1xMzt237krsygyAoDAFH5h1c3mrXxQpIHADSMegnwKyeH9k6n8o3RfeDUSKfv+S2M7xpNBJwGKJtsbr/kfaKE1A4AIvK/Xm0VEaFdPQCgYdRLgAfqjrWR/LZL3hdhSQCgyv2vV2PKctgkyQMA6lWdBXiqzFHDrIldRLY1vZeKdgDw759ejRkvSPIAgHpVZwEeqCWOxL61aXd6OMEdAErwT6/GlCilnIdZ8jwAoNY1aoBfWTg5c+J0ImXcNh+Lde/ZP9LZ7D3i2InpVEpEYt39e3b3WcZaGN81moj1H9vfMjM2mkiPsn+kZWbXaEJi/ccm+7Ljpm/StzcRsJdCJBbr3uxjEZtletq1gByLQFVxJnZtt+WzShcGAOreP792RealUq6DMHkeAFBzGjLAu3q8S6USo3vPdx+YdCbf5PjeRMIcKzE9mlh2xePlmbHpRGZuLZua5aK/UiyMD40m7P3upVKJlI9F9LUsTycSqeWLIpYAv/Lc6ZSIdMdJ79FznCOatmrvIakjXN/74r1RF6Gw1l9+KuoiACIi//Lalda35HkAQM1pwAC/ML53OiUS6z6QqXRfWTg5NjqdSoyOx+3ROZFISKz/wP6+zmZZWRgfG024R0olnJXhvgL8wvhoIiXm3MUox/je0YQkTpzc3WmtW3cvIt4tiUQiuTDSmS3JxeXc+b2joyNXQVZXV/2UN9CYjWD9+vV5Pt2q3iNCVEc4/noqX0S/5uBRY0/TtfQupxs7nsq+SL/V7J9quvvTzFvdOq2uRJQuImKOo/T0EkVE6cZoypxhZiYiopQuSs5/4DPWMm/8lcNBNgBQLv/y2pXWW5ZyXXu1ev3110NZND+pxWG7FYftBtSTOgvwidFdCY/BllblKydPJETEVtve3Nk3eUyG9k67orN0H5js60yPNLK///ze6ZRrpFj//j6v1vf5LCQT6Skt7eWbO3f3xxLTKWfdunsRne4Eb8yxpurf82fgKrdV9VnekdQRpu/+2n3Wt9d/5mg2XVsjupZ5UfVaf+sxI94rJaL0c+/bZ/104/GxiMoF2Pzra225PjJzflMt/3IB1SOsa2FAA6qzAF+Q0c481r/bmXObN22OTadSp59b6ctGZcd4zX17uqdHnW3XY5s3BY3vIp0jp06NmIVaWbl48bnl5PLpRMLzWfbuRbgSfP78fubMGc/hHR0d69at81Pg1dVVn2P6V/eNFY0L3qFvt0ZQjv2tOnnW+N0wctSZ1evLFb99SCldRDRNFyWLffvNj6I6LDTOLheixjzEhbKHsr8VoTH3t1CwvwF1ps4CvM8O3FLTe3dNe39iC+etLY7cvKElJpI6v7winj3eBZNulF/cxI4EX4P170Djccf1Gz91VOwt3usysefXfvIRI8/zHG8AAID86izAF2TcKB4qV8r3xdaRXiwWa23d3BLftGl5zN69Xu5F2BI8+R2Ijp/7Zg037z0qkq1aTzeMh8W1v/+QiFif/lVVSd7/39qqqlYBAADUtEYL8AbXE9gqbeXk2HRKRLoPHLM9vW5l2f88jAR/fnlFOi+S34HwBA1pt95zxLPfOF0pe89wQozz77pnHtKUrpRu/XNUPgk7doaP/mW/ptY0pYvIJbImIprSm7Q1EWky38qaiDSp9L9N9lUQ8jwAAChBowV4ow28u5c4b8628ukntRVX525lNASI9e92tMQP1EDASPCnn1vZJOeF/A4Ekielx9992BhDrPXkZhfumeEils7bUTZvOvWAecN8BZKwYxF3f/vDmraWTuPFXoF59IV3Nqn/bcyhSa0ZiyDGAwCAIjRagE/3Vefubl4WxneNOp/W5ujTzueT1r0uEqQnLcBoCe++cJBDOsHPzEiK/A4U4Ahmm981ZnlGmj2TV75w8OfnZu8XEU3SHdqHkucdM9mdHNTUWpNxyaA8+8JTL25vkrVoWxYAAIAa1WgB3uxJfnrvkJiPYDe6kxOR7j32VJ+a3jveYrRyX0k/P75wUm5uaRVJSWJ0PH5spLM585h56yjpjD89s7DJ/iz6YCuTvg8+ISKxlg3BpgUagxmTtvQ8mX36mtZ4PcXVo84//JwYj5oX0Vwt1X268y8+rindyOpG2/jKGH9xq5ZpZl+dN/wDAIAq1HABXqRz5ED3+dFEKjU9utfWFX2s+4CjC/vu7u5EYnRvIt84XkswHuculkm7DxyQ0VFzRunLCGKfucT6D2w+Per1IPgcjAsBUuSz7IB65Ehxb9/+hFnHjvr21j/eJ5kQrkTXtDXzraZ0zVKp3mS+rWBiz+PYS1vEkuSJ8QAAIJcGDPAinSOTx+InZ06cTqSMKu9YrHvznt197lbr8ZFjcck86y3WfWD/iK/HxzX3TR6T8bFp63QXxx1lOHagZeZEehSJxbr37B/pbJaFZZGU3zb0mTsCyO+Amdu7b39cNNGNt8R21JSpH27WZE0pRYYHAACeOEuobcbT6IruVb+jo+PMmTN+xlxdXV23bl0Ri2hkq6urIsJ2K4Kf/c1R035792MimdxuD/DOu9zNJvS57oFPvwjQiZ3fXuhtn4rnp9lxLG+zY1rH0ewz1Oyf2hfnUVRNd3+aeas7iipGTXW2GLqlVLoxmjJnmJmJGO3bLZ8qZRkuommZTzPPgTeqzdN/RqUr+8jWWnSlMpXtjjr24DXwjib0jnvgHZ3YFdELvYhYO7GzjJwZJ12qNRHRZK1JrX3oqucko2p/pjnEFY2f1CKwvxWN/c2qo6NDRHye/QLVqSFr4OuH0Tce9e9oFNbQ/o63jYrYwjZQN758dpN5RYAKeQAAYCLA17CVhZnplLvnPaBOuPsk2xp/VDRLBTjQAL66eCv3xgMAAAMBviYZz7wTEeNh8tEWBgiLI7Fvu+0RMVvFCze0o3F9dfFWjS7uAAAAAb5WpXufj3Uf2E/1O2pI/gd9be/4gljuYwdg9bWlW6wPkCfJAwDQgAjwNamzb/JUX9SFALzkj+g7bjxojCRGULf1skYNO1DY7y3dLDxzDgCARkWABxBYnpTec83njDGMt9b+3onoQIj+4OUbNaGLOwAAGgsBHkAB7rjeE7tP0sncvEHd/hZARTx77nrrN5QwDwBAfSPAA3ByJPaey4dFLLXoitvTgSry7LnrjWfOKSrkAQCodwR4ACL20N7T/CljUPZfALXgj89dTYU8AAB1jAAPNDTzXL/nsk+Q2IE68MfnrtaULiJNVMgDAFB3CPBAI8rm9p/dK0oR2oG69K1UGxXyAADUEwI80ChsjeR/5mPGoMhKA6AivpVq02RNRDRFhTwAADWPAA/UOTO37/jpAUUjeaCBPXe+lQp5AABqGgEeqEPWc/Qd/+EjoqlMJ/IAGtpz51uNY4FRIW8MJMkDAFArCPBAvVFK7fipD1PNDiC/v7xwuYhokk7yxHgAAKofAR6oB7Yq95/6cIQlAVBzvnuhxYzxQpIHAKCKEeCBmqeU2vHvPmS+ibQsAGrV8xc2iIiiaT0AAFWMAA/UJFuVu5neAaBkf/NKsyaiaFoPAED1IcADtcTM7dt/op8u5QGU1QuvvFFZDjskeQAAIkeAB2qDcQ69/cfvJrEDqKTvv/JGTXRlb/hDmAcAIBIEeKCqZavcf/zuaEsCoMG99Mpl6XY/VMsDABARAjxQjbK5/Q0fEKV4iDtQtY7ePFPiHI69tCWUklTS4vJlYrlP3kSeBwCgrAjwQLWwngdvf8MHIiwJgDyO3fIV69ubv35QRDRtTUSalK4pXUSatDUR0ZTepNasn15ivJDsOE3a2t5rjhmzmvrh5gquRziWli9Vkr7G6GhmbyLVAwAQFgI8ELFsZfuP7TEHRVYaAC6/fuvT1rfXPfOQiBhB3UjmJeqb/5iIXKL974Grf9UY8uWzm0qfbSRSy5eKmedd7e3LjSsFAIC6R4AHomGe0W770buU0EgeqCJfue0/Wd+2n3xEMoldKV2kXCnxfc99tEnpTWrtQ1f9uohMn+0s04IqbPmikeqVGHne8lG29j5zSFSWf83LmZl/lWtaZXvrulJApAcA1BkCPFA51pPLbT9yl4iQ24FqcLLrP1rfXvHbhySd1UXTIkiA/Qu/1KTW+q/6DePtVxdvrXwZatHfv3q5WA6rShS36AMA6gwBPoeF8V0nzsdaWze3xDf1dTZ7j7SycPK55PLp84nWPadGKlZRsjC+azQhsf5jk305yoUqk61sv+R9YqtkAhCNU5u/ZH3b+puPiYgysrqS8tWxB/Kh73zwErXWpNbuav8tEfna0i1Rl6j2/MOrG40X6fp/noQHAKhxBPjcUqlUKpWSxHJLjnS+MDM6nRARkdZKlgu1Yv369caLbZe8V0QI7UC0/mjLL5uvN/7GEyJmy+wytooPxcfOfOAStfbethMi8ntLN0ddnBr2j6+2ZhvnUzkPAKhBBPi8YrFYKpVILox0eiT4hWTCGCFV+YKhKjlOBzO5HUA0ErePW99e/qtjohn3sUuVJ3ZPn/zunia19ottv02GD8U/vRozX1sb25PkAQDVjACfX2trzgS/kExIrH9zKwG+gTkS+9am3SL0R4cAvvfFe3N9dMN9RytZknry51ufMl5sPHZYMq3i9Xr5Xt77/O5fbJsRkT94+caoy1JX/v9XrxARpZwHdvI8AKCqEODza4lvjiU8E7yR3ze1LE97TLaycHLmxOmEGe1jse7Ne3Zb76VfGN81moj1H9vfMjM2mkiJSKy7f/+IcVf7ysLJmRPTiVRm2j37Rzxvw185OT6WHs0yNcrImdi13ZbPKl0Y1JznjznjevfWx3VNiYiuxHiR3pE09edHPLL9dZ8j1ef0F9sOGy82fumws6/z+nLv87ubZO3nrzwpIs+euz7q4tSbf37tCuvDPMnzAICqQoAvYMOmzbFpjwS/kEyIdLc0y7JrkoXxodGEvVY+lUqkRhPLB5w30y/PZAK4iLRsMtL7yaG90ynbtKN7z7u7rFueGcpOK6nE9N7zQr92IfJ8cPFW7T3GhxUuDGrXX09lc/jtW0ZFRNKJXYmWb8LNu8ZEMvXGRptvTeafsKX6aw42ep5f6HnCfN36xadERI+i0/hI7Hu+7xK1dscVv0eGL6t/ee1K8zXd2gMAIkeAL6TZM8Eb+T3eKZJ0jL8wPppIicT6D+w3a9xXFsb3jiYkceLk7k5rwk4lXL3Jr5wcm06JZXpj2tT0zEKfLf0b0xojrSyMj40mUu6RMjo6OnKt3+rqqs8t4X/M6md2L5fHVvUeEaI6SvLXU/du7TqkG0HdeChZaeLvPmzMSkR0TZ47lM7z1zzQWEn+TO/jxovYxJHGSeyeDn7vzjuueEZE/vDctVGXpSH862tt1reel3oNr7/+ep751NNPaiWx3YrDdgPqCQG+II8Ev3LyRCa/LzjGXkgmRCTWv9/aXr65c3d/LDGdSi1fFLFVkcf699vqzFeeO50Ske4Dk32dmWlHDnQnRhOuRgCW5N/cObKnOzGakPPLK5LrmXfVx0+KLpOtqs81jKSOcHz31+8zX2/tOlTWZd32vqdERJR8+1FbzfxVD9dtnv+r3sdEJHb0SH03kg/k4PfubFJrPVecEpE/Pnd11MVpLI48L5ZuUJqi+40Dql/+K1wA8iDAF9bc0ipiTfBGyu6Oe9V1d46cOjWSebOysnLx4nPLyeXTiYRnT3exzZtscTuT3+2zts3T1NpinXRDS0zE4wqB4cyZM56r1tHRsW7dOs+PHFZXV32O6V/dtzw0LniHvt0aQTn2t8pQSm3rfDhdQ567ai50t931lPUu+u88lM7zdfMtM+s5rzhypG66owvXQ3+7q0nWtl3x9Yr90TnE5Zfn71C7h7gIsb8Vjf0NqDMEeB86492SyFaB58vvIiKZFu1FLOnickpEYi0bCo/qayQAlWIkzG2dD0ddEBGRt9x9RFeiazXf/5ZZ/ivHjuhK8vcaABF57Pu9xkarub81AADwgwDvhy3BF8jvtj7oYrFYa+vmlvimTctjtp7p0uy16PmHAqhORl7afstDulZ1+bLjg0eM9ry6SnfAZX5UtQHPWsgrnzwqIhJC7wEN5LHv9zbJGjEeAIC6RID3xZLgN+TN75k+6LoPHLM9+W3F3Vl9brV1JzvQ0JRS23/uQalga/lS3PLhI+mG/dVXOW+Wp330qNHtH03lS/Hk93ua1JpSKvK/LAAACBEB3h8zwe9uyVv/nm4D37/bEcCN4QXlv5MdQBVJV7z/3INRF6RIbx40KrdFRHTl0Zl2uYOfY4ntjx6lX7rQjb+4lap4AADqCQHeJyNan0/OnM9//7s3o2/6wnXrRo/3zofWpVvld7seIw8gCkYi2nHTA5Xspq7cbv74Uck+dt470ktpOdAxw6sePmrGdSrby2f8xa2aokU9AAB1ggDvUyZaJyRvfk9XoU/PLGxKN6FfWTg5Nupx+3v+xYwOtZjPgc+0yg961QBAGSildtx4sFbazJfixk8dFbMpu1FRn/ep1wVd/WC2jp3EXmGTP7idFvUAANQBArxf6Wgt+ft/b+7b0z09mpDE6N6EZXCs/8Dm06NeD4J3z2B//+m906nU9Ojeacvw7gPUvgPRSle833gw6oJE6YYRVwhX2Rfeb7mhvWoce2kLVfEAANQ0ArxvmQTvfHa7Q+fIsQMtMyem04+Ri8W69+wf6WyWhWWRlJ/+6Zr7Jo+1nPSYA4DoKKV23HB/I1S8I3LTnb/uOfyT391T+syPvbSliRb1AADULFrTNbSOjo4zZ874GXN1dXXdunXlLk+dWV1dFRG2WxGqbX9Lp3cRUSqd4Y38o1T6yeTGW02zvVVKNGN4emC6FlqzTaun36ZfSGYcW8V1ev6ut+k5i3sOunJ+mnmR7oXeWk9u+TQ9MFNU+6eSmaToGnjXtAbnp/blGo+RM58D7xo58ytmfWtOm3mrW94qlR1uzF8pXURUZqBKj6aLiKbpxmiaSg/UNN18q2lrxlbXtDURaVK6MbxJWzPGaVJr1k8vMV5Idpwmba1J9JNd/1Eyrr3/aHYjNGX/jmcfvNcY4d7ndzfJmohcotaM+af/lbXM/NMDjReaMt/q5siarH3k6vlSzgE4xBWt2g5xNYH9rWjsb1YdHR0i4vPsF6hO1MADQD5KqR3X3R91KVCfTm3+kvHihvuOrjWJiIgmuSL1VY8cNa7aHL35XnPgwe/dWfTSv3w2TlU8AAC1hQAPAN7SN72T3lEGz275ooi8afio2bLAv7bHjupNIiK6ph+68T5j4EN/u6uIYnz5bFwTWtQDAFAzCPAA4GTkmZ5rPpduRQ2E5w+3/LKI3Pjpo3rA3O7piiNHRETX5OE33Scij32/t4iZPH32NvqoBwCgJhDgAcBGKdVz9Wfprw7l8IdbfvmmT4YT3R1i40dE0++//jPFZXgR+erirVTFAwBQ5QjwAJCWrni/+rNRFwR1KHH7uIjc9MmjZV1K6xefuv/6z4jIk9/vKWLyry7earaoF5I8AADVhwAPAJno3r6fineE7ltbj4jImz92VM/dQV2IWr/4lK7pn71+n4iMv7i1iDl8bfEWTa1polMhDwBAtSHAA2h0Sqmetn1Ed5TDt7YeefPA0aDd1JVu45cOiyYj1+0rLsMbfnfp5ialUyEPAED1IMADaFzpive2fVEXBHUouX1MRN48UN428/ltPD42ct1+EZn8we1Fz+SZl2/SRNdUtmm9EOYBAIgIAR5AI0pH9yvuo+Id5ZDcPnbLLx3RteifYrDx+JiuydC1+0Xk2EtbSpnV18/doMmaiJit64UkDwBAZRHgATQcpVRP7D4huaM8FnqeuOWXjkRdCpvLf3VMNH3vNZ8tMcObvnHuGhHRLA3sDeR5AADKigAPoIGkK95j90VdENSthZ4nOj54pDpT7MYvP7H3ms+JyNQPN4c1z2+mrtYk3T2fEmeeN5DqAQAICwEeQENIR/fWkagLgnr2lzsf7/hgddW9O2z88hOiycDVnxORL5+Nhz7/b6XaNFkzbh0wUr2W+faZyPMAABSNAA+g/imlejYOc7s7yuqveh+7tb9K694dNj79hCj9Q1d9vhwZ3u07FzZKNs/T6h4AgOIR4AHUJ2tI6Nk4HGFJUPeef+chEXnLB2ojvZtaf/OxD111v4g8ffa2Si73+QsbREQpo9U99fMAAARAgAdQh5RSPRs+na5yp94d5fT8Ow917nlK12pyP2v9zceUpt9z1QER+erirZGU4YVX3igimohQPw8AQCEEeAB1wlblvuHTEZYEjeN77zrUueepqEtRqthXRpUmd7UfiCrDW/3wlctE0hffyPMAADgQ4AHUNvP8vqf5U+agyEqDRvLCzz9y211P1U2gvPJrj97V/oCIfG3xlqjLkvXy8qWSaUZj7Q+PJA8AaEwEeAA1KZvbL/uEKEVoRyW9eOfDIrJpd/2kd8OVX3tU0/T3tj8oIr+7dHPUxfFw4eKlQpIHADQwAjyA2uBoSdtz6ceNodGUBg3sxTsfjvc9pWtRl6Ns2n/nEVHy7rYHqzPDG5YvXmpct7MeGQjzAIC6R4AHUHXWr1/vHtjzs3uzb8jtiMhLv/iFeF/N3/Tux9W/+/C72x4SkWdevinqsuSzcvEy43CgqJYHADQAAjyAyKgcObxn3aAoSd/3mj43J7Ejej9890NRF6GiocA3SAAAIABJREFUrv7dhzVt7c4rHxaRr5+7IeriFPZ3Fy8TEU0pkjwAoF4R4AGUV66ULiI7/q+PGGPYxySroxr98N0Pdf3C4TpuOZ/Ltb//kKbknVc8bLydPXddtOXx47+svNG4/kcDewBAnSHAAwhHrqC+49//kjmG8wVQIxb7Huz6hcNRlyJKbzr1gIhomt57xSER+ca5a6IukS+vrzRbG9iT4QEAtY4ADyAwz6y+4yfv8YjoZHXUvsW+B9/682MkP8NNXz+oKX37FaPG22+mro62PP7915UNVMgDAGodAR5AYY7Evv0n+q2fCa3eUb8W3/PgW39+LOpSVJ2O2c+LiKZka+xxEfmzVHvUJfLlv65soMc7AEBNI8ADcHJXsG//8butH1e0NEB0Xn7vA5t3Ufeez1vmPq9pa2+PPWm8/VaqLdry+PffVlqEJA8AqDUE+HJbOTm0dzolsf5jk33N5Zh1Zs4L47tGE9J94NRIZ7iLQV3zbAy//Q0fEDFr1RXV62hA5953UETe9k7Suy/xb+wXkSZtbUss/Yy9+fOxSEsUwH9fack87MJ2sCPPAwCqEAG+zFaeO50SEUmdfm6lL+wED/iWq4e57T+2x/jc/Ifm8MC59x18W++TovFdCGzzNz+jid6krXW1jpsDv3NhY4RF8u9/rLQoyz1B3DAPAKhCBPjyWpiZTkl3d3cikQg/wTf3TZ7qC3OGqHV5Hti27Ufvyo5GpTqQW2rPgbf1Phl1KWre7X860qR0EdG0tbds/GVj4JkLl0daqGD+56uXm8dKKucBAFWCAF9WC8mESKxld7w7kUhMzyz00bwdpckT0UVk2yXvsyRzMjoQWOr9B6IuQh3q/danRKRJW+vY+CVjyPMXNkRaosD+4dWNYrmhiDwPAIgKAb6cjPy+eVNzZ0u3JBKJ5MJIpyPBZ+9c33ByfGw6kRKRWHf/nt19nc32kWL9x/a3zIyNZkbZP7LpOes98KgTBSJ603u9gjlZHSjV+bvvF5EtO57QaTlfNu86/YkmpTcp/eaNx8yBL7zyxgiLVJx/fLVVLEfeXMdtgj0AIHQE+DIy87tIczxXgjcsnxwanU6l36QS06OJZVdvdMsz6YAvItKyicxea/Inc9NWbbeILZLT3h0ot/N33//27U/ofNUq5d3zezW1JiJNau2Gy3/V+tEPX7ksokIV73+92uq4kOrZK54fZH4AQH4E+LJZOXnCzO8inUaCP3Fyd6dHdXlielpi/Qf293U2y8rC+NhoIpUYHY/bInwqkXD0Zb/iuywdHR25PlpdXfU5E/9j1rf169cXN+FW7T2WdwQFoCpcuOdzIvL27U9EXZDG9f5vf0REzDx/9eW/YQw/u1x7Sd7hn151dsWvHP83h5sfRPqcztdffz3CpfvBqUhx2G5APSHAl4vR/Xwmv2cSfM7O6LsPTPYZab25c2R///m90ylX2o/176+rtvJFJ+FobVV9fuM3IR2obhfu+Vz3Ox6nzXxV+chf3iMimlq7quU3jSEvL18aaYkq6p9fu8LyrphHg5TSaOuS2vxdRi2q/qtFQNUiwJeJkd+792QTd74EH+vfbW0u39y3p3t6NJFaviiSHTV7MSCwM2fOeA7v6OhYt26dnzmsrq76HNO/um8oaFzwDn27NYJy7G91j/0tKKVU9zsej7oUyGngzN1Naq1J9CtbTpgD6+OHo2oPcdW8dTnEFa1q9zcAxSHAl0c6v8etsTyd4L06o29tcUTzDS0xkdT55RXprKc6dwCoDkqp27sfq+K0gqxPfndPk9HAXltTStVHhgcAoDgE+LIw8rskRncl3B/m7souP1fKBwAEZdxjfHv3Y1EXBMXY93yf9S5xwjwAoNEQ4MthYcbsUd5LsQkeAFC8dHTfMiqR9hOGEu17vk9Tuog0yZoZ5knyAIAGQYAvg4VkQkS6Xc+BE5GVk0Ne3dM528qna/CpcweAUpkZ7x1vG+VBcXXmge/9vIg0KZI8AKBREODDl87vca869uZNm2PTqZSzKzvH+3R+954FAMAXI9Rt7TqkKxG6mq9rX/jbdzUpvUn9b+OPTowHANQrLeoC1J98+d1I8GIkduvg1PTe8QVjyMrC+Ng0+R0ASqKU2hp/dGvXoagLgop67Ps7n/x+j8qIujgAAISMGviQrZw8kS+/Z+vgbZ3Rd3d3JxKjey093sX6j7kb4AMACkpXvMcfjbogiMyT3+/R1FqT6PR4BwCoMwT4cPlo/J5O8Pau7OIjx+IyNppIiUgs1r1n/wiPjwOAIMyotu22R3SqXiEiIkdf3KYZj6ATHkEHAKgHBPhwNfdNnuorapzmzpHJUyPeU3SOnPL6yD6jHCMBQP2y1q9ue8vDItzrjpx+5aW3UyEPAKh1BHgAQI0xY9j2Wx4ynglHlTv8+JWX3t4kayKiKSrkAQA1iQAPAKgN2dx+84NCx/Ioza/9sIsKeQBAzaEXegBA9VIWO256YMdND2y/+cGoC4U68Ws/7PqNs5t+4+ym6bOddFkPoMLmBlVeXV1dg5NzS5UpRddkmRYUeP6eE/gfmMfSZJdSSqnBOZ9FCajc8zdRAw8AqCKOHLXjhvuNRvJCvkI5fWXxLVTIA6gmyWQymeydGo5PLM4PtUVdGlQPAnzE6HoOQINzJPaeaz+fvqFdiZDZUUFfWXyLlr5DPvv8OZI8gIglh9u7hAwPEwEeABABMyD1tO9P165rimp2VImTS28WES3zJHliPIByyVnBvjQ3eU/vcFJEJDl8eG7o+M4KlywaO4/r+vGQx6wzBHgAQCU4a9rb9hlDoykN4M/vLd1MhTyAKLTtHJpflK724aSITD0zd3xnYyR4FEKABwCUhTOxt94rSqW7jie3I+Mrt/0nz+EDZ+6ucEnyOPXymyTz8DkhxgOolLY7dseHk0kReeHskuykFT2EAA8ACFe2bXzLkKVVPIm9oc1u+WKuj2JHj4ikn4qja7qxp+iaPtWxzz3yvuf7ylNAv75+7vomoUIeQKW0XXWDSNI2aGmyq304KQOz+j6ZPHxoeMr4OB6feNrSFn9pbvLwoZmpZGbaeHxg98F9Q3mvASzNDd5zKDNJ/gmWluaetc1f4vH4DQWW4Gv+c4OqdyrPnQW+xrSvfTw+cPDpvHcgBF2doPMPFwEeAFASZ037hk8bQ6MpDarDn94+bn171SNH9XREF+OFaHr6bY45bPzSYdGyoxmTHL75s8ann/2bd5el3P780blrRURZkrwQ5gGUw9LZF4wXN1zlTJLPDLZPTWXfJrNjpCO+TTI5leydmhmYePq4Zy5+8dlBNTzlmsCrD/ylucF7eqcc8890mj8zMDvvlWUDzL9E7rVPJqd626cGJga8xw+4OkHnHz6eAw8ACMz6pNqeN36y542f7Gn+VE/zp9LpHY0nuX3s9NanTm996ltbj/zp7eNXP3j06i8cvfoLR696+OhVjxwNaykbv/zExi8/sfHpJ5686Xcfu+n3H73xD8Kac3G+ce6ab6au/mbq6j9NXcWT5AGEbunZmXQl73Xtjo+mpozaZ13XdX1xdmJ2n5Ezs/kyPjC7aHysLy7ODsRFJDk13O75mPLk1PCUMYWensKYQJLOCZYm03HXMnJ2dElO9XotwP/8SzQ3aFl727Kmhl0pvYjVCTr/cqAGHgDgV7Z5/M/u5fHsDe5M7+PWt9d9zlXHXk4bn35ClK40/dEb7zcHPvb9KHt4+rNUOxXyAMJiNOo228fvvsOjlnpgNlN53bYzU4s9dzidL201221tO4/PL17X1T6clKnewTt1j0pyxxSWCQ5N7nPN31Ez3bbz+PysqN4pyXm7vr/5l2Zp8tBU3mU5BVydwPMvCwI8AKCAbG7/mY+R2Bvc37zzkPHihnuziT3C9nytv/WY0nQRUZp+//UHI8/wxpPkFffJA/ApOdyuhguMM3DQK98O3Ok64GUD5tPuKdqGnp6YyZmYPZbRNnRwYLh3yvoUu7ln0vPf5z7Ytl8XF0mKJF9cFHEt3d/8S2PG8dzLckwQbHUCz788CPAAAA/WusSe9R8ToR+6BvWDX3jY+vZNw0dFiV6VO8OVX3v0/usfEJEnv98TdVlk/nxMLE+SF5I8gKLEB2a9O0hzt6oXWXzRqAR23zEvItku8TwitsfVABHZeeeATE1ZaqHzPXvdo8O9wPMvSabDgPzLsg0LtDrB518eBHgAQJYZNnb89EeNyM6dvY3ph+9+yHhx88ePmq3iK9A2vkRXfu1RTdM/e/2DxtujL26Ltjwi8tz5Vk1EKXq8AxBEwV7dPUJ6JmF6ZXsRydYquwJzzikM3pXqIktLS7K4uChnn3lm5gVLH+4uRc4/mMzlixwyK59bgdUpef4hIcADACy5/T98RBR3tjeil9/7gPXtmz92VGohsXtq/51HlKZrSr/3ui+IyMQP3hF1iUREvnNhoxJdqJYHYBV+N+w5K+DzVJLnmsIzlNoeB1daicoRegtcLHAJujpB5x86AjwANChrfeCOn/qwMSiy0iAK5+/O9gB3y4ePiIiuKanZ3O52ze99QdP04WsfFpFfeentURcn668vbBAxrpWR5AGELWeLdPOpdH6ncFU6Ox+iFo/Hb7jhhuuuu/OOO3YuHla57gL3Pf8QBKnOL2Z1wmkuUAICPAA0lmxl+7/7kDkostKgsi586HPWt7f2H0lndZXzeex14LpnHtKU/vFrHqmqDG94/sIGpXRlv6BGmAdQlDz3uBsK3COfU6bSeWnyHvMhak8fdybyxeAldsy/NAWq890XCwKuTuD5lwkBHgAaQja3/9sPGu8jLAwq7JWP7jde3HbXU0b/c7qm6qaa3acb//PBj19zSESOv/S2qMvi4XuvNGuii71a3kCeB+BTJmJOPTN3fKe7p7V0p+seeTk58+zSkLslf6aX9vRT7DKPpY9PuONudu5e/M2/RG137I4PJ5M51t7d+iDo6gSdf7k02K83ADQSZbH9J+/Z/pP3pNM7GsaFwf2vfHR/vO+pTbufuu2up6IuTsRu/M8H3/zsgcFr/vyjV/9F1GXJ58VX3vjiK2986ZXLXnrlsh++cpn5LY66XACqXdvQwQEREZk6NLnk/DDzjDnPp9Ilhw/POYfNDfb6z9fm3L2VPH8/2u7YHRcRmeoddC7MrGz3yXN1Qpx/KQjwAFBvsqH9x+/e/hP9xn9RFwoVdeET+y7s3XdhcH/83YfjfY2e2x3e/OyBW2Y//+Gr56MuiF9nly87u3zZ4jJJHkBBO/dNxEVEksPtXYNzS+kUv7Q0N5i52dvzoeciMtWruibnMhPMTQ529TqfKZ8JsMnhewbnzAsES0tzg13Kciv5C2ddFw/8zb9kbUNPT6QjdtegZWGD9jvdM2MHXp1g8y8XmtADQP0wzuy3/5u7eWZ7Yzr/qc8YL95652Fd1U9fdOVw69znP3z14yLyG2c3RV0WvxaXL1PivGFeaGMPwKJtaH5RutqHk5Kc6m131CLHByaePu4Vl+MTEzcMD08N97YPOyaYtfaR3zZ0cGCmd8pr3vGBiYPXzfQOe9+C73P+pWsbmp99sat3KpmcGu6dsiwsPjCx+4Vhe8wuYnUCzb9M+G0HgJqnlFq/fv369eu3v+ED2//N3VEXBxFIjdyXGvrM5l1jm3eNvfXOw1EXpzbcOvf52/7osx+86rmoCxLYy8uXnsv8l1q+1HqzTNRFAxC9tqF5fXF2YiAezw6LxwdmFxfnPdO7iIjccVxfnLVMkpnAUVu/8/i8Y9bx+MCEMeudZgP+Z1zN5f3OPwQ7j88vuhc1f/yOHOMGXZ0g8y8LxVXbRtbR0XHmzBk/Y66urq5bt67c5akzq6urIsJ2KwL7W0GO0/Ttb3i/mHXuxkdKbG8zL5T9bfZ1eqrMtOlPM5NY5+mYg3Na+6eass5KlBLNazT7yHq2GB4Lyn5qmZWuVHpkzf42/ak53Fxfkewj0zJvzYHWWWmW4cbz1VT2QWt6k/PT9PD0v5mO4jID7Z9mFqqJiKw1pce0fdokZi/xtjk0GW910eTcffeJyNt6n5TM4vTMymamzZStybaa1gWJEtu0WnaJ7pKLMmeS+VfzGFnMFfSalWi6x8ianhlZTw/MjGZMoszhIqLSb81/ldJFRMu81SxvNaVr2pqINKXfrhm7T5O2JiLf3vHkVxbfIiKarBkjNxkvJDNteviaiDSJnultLv1p5u+mm3NQopvDjfIaZTOfA2/2VyciRi/05sjmjm/p006yI5t7saRZ3yolGzf8nVjUzWkeP6lF4yfVqqOjQ0R8nv0C1Ykm9ABQM8z4vf1H93hEdDSec/fdt6XnSZrKlyj+jf3vbx8zMnyte+XipZJN9dk6+bpJ8gDQ4AjwAFDVrJXt2370LhFRQmKHvPzZe0VkS8+TURekTmz+5mfe3/6UiHx1sSPqsoRp5eJlxgtumweA+kCAL4+F8V0nzsdaWze3xDf1dTZ7j7SycPK55PLp84nWPadGOitbQABVy3Geve1H3ickdlgs3X+viLx92xNUvIdr8zc/o4l+V/sRETm59OaoixOylYuXWVvdk+cBoEYR4MsmlUqlUilJLLfkSOcLM6PTCRERaa1kuQBUJ/N8etsl76WWHbks3X9v99bHde6bKJst37yvSVvraxuvvwxv9Zo1z7t6vyPPA0DVIsCXUywWS6USyYWRTo8Ev5BMGCOkKl8wAFXAWdN+yXujKglqwtkH7xWR7q2PR12QhrAtMdzXNiEiv7d0c9RlqYT/Z+WN1uORZ2/2VZLqQ+lpv0rWBQCKQIAvq9bWnAl+IZmQWP/mVgI80DCcib3JktipT0VuZx+6V0Ruf/tjRhfxqIxtieEmbe0X237ZeHvq5TdFW55K+i/pPJ/d39yt7k2hhGH/sfx/vnq5pVS2qdwtl5T9/9ZGB7nmT7YHUOUI8GXVEt8cS3gmeCO/b2pZnvaYbGXh5MyJ0wkz2sdi3Zv37DbvpV8Y3zWakFj/sck+6931KyeH9k6npPsAN9QDkfM8O9yq7baMUbnCoKadfeje27eM8qyBqPR869Oa6E3a2q4rvyQiXz93fdQliszqSvakw3I7fTgPn//vKy3umYvrWBrW1+CfXo2JPfBbHm1ZxusUAFA6Anx5bdi0OTbtkeAXkgmR7pZmWXZNsjA+NJqw18qnUonUaGI5k8w7492SSKSWL4pYAvzKc6dTItIdJ70DFZUjq7/H+LDChUE9eenQvSJy+5bRqAsCEZF3nf5Ek9LfecWviMgfnbs26uJUkf+6ssExxH3gU7nfVdtR8p9fu1I8V4FgD6A6EODLrNkzwRv5Pd4pknSMvzA+mkiJxPoP7Ddr3FcWxveOJiRx4uTuzr5mySR4x0wvLufO7x0dOR+Ks7q66nNV/I8JK7Zbcapnu61fvz7/CFvVe9Kvqu08FDXrB4/dKyJb33pI1xThoKrc+Rcfb1L6jiuOkeEbzb+8dqVn56L5GyC8/vrrZStRANXzkwqgdAT4cvNI8CsnT2Ty+4Jj7IVkQkRi/futz55r7tzdH0tMp7J17h4J3piypurfC+YioBpsVX32AcR0lNcPHrt3a/xR4Xb3Kvae5OCOK46bb7+ZujrCwiBa//pam+dwI+03caqTQ5Vc2kA1mBtUvVMi8YnF+SHvr1Nplia72oeTIgOz+vGdZZh/5RHgy665pVXEmuCNtu7eUbtz5NSpkcyblZWVixefW04un0442tS7E3z+/H7mzBnP4R0dHevWrfOzFqurqz7H9K/uW50ZF7xD326NoBz7W91jfytF9exySqmt8UejLgUKe09ysEmtiYim9K2x/yRBftSqZ3+rITV6iKuGMx32N6DOEODLzxG2/w979x7f1lnYj//zHJfBYBfYkq1BcROldtpmoaXgVURuStUmvpWFshoX0uLQm425yU4b9+LQa9SL08T2NhasDUYEZGAMhHy/tTvWISBYqSEwCiWlsRo5dZTut/i3628XoNX5/fGcc3R0dLEkSzq6fN6vvPLSOXrOoyeyIuuj55YpvwMAorMjw9ZZ8EtVWoH970RElEgIsWUT03vl2f7s7XVQjaHUVf/1NBER2UixuwG1wOX2AAiGZoEl83t00ttnpHen0+nxdHcPHTjQ7cxYKfM7EVElE0IIIba+62G7G0L52/GDW3b84JbbfrhDJLK7XUREVFXYA18Kpu7y1Rnze3RyOBAB4Bk6MOAyrzCfvFi9Vun8QhSuM8zvREQVSwix9YqHOOm9atz2wx0KVEXEANQJ1ZLh2T9PRETLwQBfEkaC76rP2P8uV5J3dneZ07txPmWlR49FN2EezO9ERBVHRrutVzxkd0OoiD76o5vqREzm+fOS8rzEVE9ERFniEPrSWF3vBDAfmlhi/ntqcoQ8ML8QNZ92uT1A5OhEfpUSEZFt5ODqlnc+0NL0oN1toZK68yddu37SefdzN9z93A33Pfe++55736d++l6RxO5mElGJhMPTY73Nzab//s3Nzb1j0+G0FySUT1N2ulfeO5aimvCYvLp3Os258PRYb7OpOb3xB7A0NtWD5/rQmeT65CQ9N+mfxrzqLxPsgS8NuZlcJLjEUPfV9U4gEglMzG7ShtBHZyeHfYE0K9ppHftBAM761cVoNxERFZbMZi3vuB8MaaR78GfbAOjL2sfqEOPAe6IaEJ7u3dHhD1nOhkKhUKjDP9EzNWPd9kzfEc1c2J+mbH5OTvd2dPgtj9DR6O+ZUsfR22xpbcjf3+GfKM7+b7k+OSmfm45Gf89oT0HqLyPsgS8Rx6bN2jp0maK2o3O7BwCCvr5tUp8vEIGze6jbCSCycCaxvOzYB+DcvMkBIiIqb0KIlrff3/KO++1uCJW7x3/etvdEy94TLftPbB194Vr2zxNVn/CYFiDdPVNzqm5uqscNAAj5OxI7quMJ1T2qX6CVDvk7UvZ458zf3+E3t8dojb+jubnDH3L3jM4ZDz2qNbR/R0EeO0GuT850r/7cWBvv709K6XnUX1YY4EtFT/BLRG3XwIGhbo+x5rzT6Rk6cGSs01W/FkgaQ59tpUREZD+Z3u1uBVWk0Reu/fMXPH/+gufTv7j6M7+4imGeqPJN75WJs2dqZrw93oHd0D4+M6X1GT9/Mpxc3j06N+PVL2hoHz8oc3Sof29BEqd7dM7Unob28d1aY0Ih9EzNjHsbjIf26g0NnZgrxEOb5PjkhMf2+FM2fmZO+5ZhefWXGQ6hLw7XwJEjA4mnHJ1jRzqzKefqHHB1DixdMI75nYiozDFoUQF95hdXaePtuf88UYWaPqxFzl3JI7UbN7iBkBaMGxLKo2e3Zbh6g3d3T3+HXybO9uUOZU+qHu3X98DvT91UvaEFeWiTHJ8cI44nNT7+7Cyn/nLDAF/R5KbyzO9EROVL5qvWS3dDCAYsKrjPn9wEQDFNm2eSJ6oA7eOqOp7mvob1G4HEcd/hk88DAHquT46cmarKkXtDY9r7Nq5PirMpGloQuT05mZ4b0xcQeddfdhjgK1h0diIQATzbO5nfiYjKkhCi9W1DXK+OSiBw0lUnVGMBPMZ4okoSDocxNzeHk4cPTzzvDyUFyLkTcvx8hoBdCClCehlY4snRnpt09C71vOsvOwzwFWl2ZJtP7iwHZ3cX948jIioj5tHyrW8bsrElVJu+PNekCHbIE1WA8HTvjj0VkBhtkeuTk+uXG5X75DPAV6Z6JxABnJ6hQXa/ExGVDyFE64b7IKMT+93JPhPhd9QhpgiVHfJEZcm67Znb7d64ceOGDddfd1373F6RNG+7puTz5OQyab2yn3wG+IrkSrUgHhER2Uib677hPrsbQpTgGy9dxrXuiMpNeGyHse3ZwXHrAnBpF3VPHVL1ONozpWaxefkSI86LKcuHzvHJWWKMfPKD5vnklw1uI0dERLQscjevtovvabvkXrvbQpTaN1+69P+8tHHq1AZuPkdUBsJPTWh7wiUHyPiK8ybt18vdzfyHkzeL0ytLXsQt1f5u+pJvRbaMh871yWm4rssNpH5uUj1ozk9+uWGAJyIiyoexEXfbRXe3XXyP3c0hysrUqQ1Pn7qE28gTlS19U/NERoLfM2bZn9zYRM2U3xs3yO3Pkzcz10sXTXEfOuWTYyT4jl5rhDc625dTf7lhgCciIspBPLc3DrY1DrZddLfdLSLK2dOnLvnWqYufiVzEGE9kBz1yhvp39E4bQTccnu5tFqbJ2eYQ3D4+1SMvaWwe068JT/c2d6TY0zxef0LhMb10ES3/oXN/chq8B0e1CN/cm/DkNKaI73k8+eWFAZ6IiGgJwqStYVdbw662xkG7G0VUAM9ELgpGGtkhT1RiDd7dPTJF+juM/4GNjR3+ENw9o1MyjlrGobePz41qyVO/prHDHwLg7pma8TYk1n9Qr8NUuN8fchuVF++fttyHzuPJafDOTPW4AYT8iU+Ou2c06UHzefLLCQM8ERFRavHQ7ryzbd1dbevuarvwLrsbRVR4wUjjdyON34tcyBhPVCrt4zNzU6M97ni6dLt7Rqfm5mbGve3e3SmnvDd4Z9TEi+Q1MynWrmvwziQVnZpTZ7zF3Um+MA+dz5PTPj4zNzdlfdSZ8esKVH/5EFyMtJY1NTUdP348m5KLi4srVqwodnuqzOLiIgA+b3ng6y0PfL0th/GSs0SXtrX9gIBQAEDeJYwbeknFdCiEahRLLmzcK788N07KGhQBQBVCu1YeKkIV8cKqIuS1qnZonNcukTdUrSr9vF5GrZPXamX0wlpTE65VtH+CUcZaOPFeKCkK601NXRUUNUVhRdULq9pJvZi8RBjnAQjt0PhbCBWAoh8qpkNFqIoSA1CnHcbks16nxOS92g2o8mSdUOP3QrtXOylURchD7VoAddDqP09ol+hl5CUxeXiebBJi+lVaPUYx2TbjvFazdkNvquleBap+Q3s4vZh2ifYkQHtc4yq9kfFmKIDQH+LKtacAoJyeCfItAAAgAElEQVSWrOdbXN74K9WsqakJQJaffonKE7eRIyKi2mVN7PVewMjkdjSIqAx8f36dAtW8+RzKKcwTEdUyBngiIqoJKQcGtzk+Ie+L/01Eumfn1wq9D587yRMRlQMGeCIiqmZG6mj7w754UGdiJ8rRj07Xg0meiMhuDPBERFRVrKPi/+AjDOpEBfSPp1cLQBGq5f8a8zwRUQkwwBMRUWWzpIjW3+8R8T52e5pEVAt++rJDW3JRLlbICfNERMXHAE9ERBXJSAutb7k9vt47IzuRTU68/Fa5vr0Q1q/VmOeJiAqFAZ6IiCqGORW0vvk2ecq21hBRGicXVkHfr04kDZNhniciyhsDPBERlS/r8PjfuYXrzxFVnFML50MfHsM8T0S0HAzwRERUduLD43/7w8YpuxpDRIX18hlznhfM80RE2WOAJyKicmF8jm95UzeE9WM9EVWl6JlVYP88EVF2FLsbQEREtUskanlTt/xjd7uIyDb/dGbVP51Z9c/Rt8o/8s1h5cqVK1eu5Jd6RIUz3SuE6J3Ounx4rLe5Wf993dw7Nh1eTjHKH3vgiYiopMwfwVt+80MAV44norTORR1g/zxRoU33dvhzKi4Syof8/R3+E1PqeHs+xWhZ2ANPRETFZe1mf8NNLW+4ueUNN7f85s12N42IKsy/RFf/S3T1v0ZX/2t09b9FVxtvLHa3i6iChK05eyla2nePTs2pqqqqc1OjbgD+juaxcO7FaJnYA09EREURn9D++u3GOXa2E1EB/Vu0HuyZJ8paeHps755+fyina8b2+AH0TM14tY70hnbvzNQJ0eEPTTwV9nobcilGy8YeeCIiKgxLT/vW3/hgy29sN6V3IqJi+fdo/X/of/7z7AWWtyO7W0dUFsJjzY0d/f4Q3D1Tc1M92V711EQIQM/1icPg23eNuoHQxFPhnIrR8rEHvkhmR7b5gvAMHRlw2d0UIqKiMj4cb33dB+LT2fmBmYjs859nLxCmMT/sn6dyE/un9cuvRDn/ZM7XuHtGd+/ytjdg+nCWV8ydSBXMgYb1G4FQ6MQc0JB9MVo+BngiIsqN5aPw1vM+ADCxE1H5+q+za4D4OxfzPNWmBu+M6s31ovDJ5wG4NzQm3dO4wQ2Enj8ZRntDtsWoABjgiYhoCUmJ/Ua7WkJEtHz/fXatAOT3jsnz5yWmeioqc+d59r3x+V1FVYYBnoiIrCwfZ7fUdYEL0BFRlfrfs07jNkfdU2nkF7/LMbRnOTieY+gLhwG+ROSceGf3gbFOh3EyOuntC0SMmfLGvPkujAwfCkYiAOD0dG/v6nQ5EquLzk5OHDqqFYHT6dk+OGAtQ0SUNWtiV7pM95W6MZST7z59t91NWML6h/fb3QSinP3y7DrT+2LqlfCY6ilvv1Jjy6/kDcuvYvlSjZrPvxhlgQG+7Mwf8vZpwRwAIsGAL7iQsBielvvjIpGgr2/eMzTGFfOIaEkpP4ZuUd4v7yxxYyilZ0Kfyr7wxp37VbmljIAqf4AKAKhC+3kuca/Q79WLaScVNd29EFAVU24xDvV7YTpUBU7esTNlyy8c3pf9P5PIXr965cLk98fkt1NGesrSqyhAgKfaxABfdiKRCDxDBwZcDiA6OzLsC0YQDM0OuLRwPjvSF4gATs+Q3ukenZ0c9gUiQd+IO82i901NTekebnFxMcuGZV+SzPi85YfPW36y2S1pi3g/wKheFr71o4dSnr/8I/stydk4NGdyFZXxc7zgs0/AWEBMqPoOtupLO+40F3OOMs9ThXn1FeuI4MxvwufOnStmc9Lir9QyVJAe+JJIv4q8XHd+4/qGHIpRATDAlx9n9wF9OLzDNbDdE/QFMb8QhcsBIDp5KAggobfd4eocOwBvXyB4aLLL1VkxI+lXrlxpdxOIqs0W0Zl0rhISXg34u5/uST7ZdMs+VYEqjOW0ZNd3aVtmnzUHH4OAUFQAQqiRmxLy/JpP77WpXUT5S470kpxaX8dPPjq7vssoH79UX7O7CdlKt4q8Zd35LIvR8jHAl5+19eYIvrreCUQiC2cABxA9djQCOLu7rB3tjk2bnYFI5OixaGeKBH/8+PGUD9XU1LRixYpsGrW4uJhlyexV/TAz+YV3wZ+3WlCM11vV4+ttOYrxkrN0xF1x874U3elk4vySD0LrqBdK7KUbd8nz1ffLgm9xeZBvcb9f4c+bLa9lvt7K068qZwh9w3Vd7v5QqH/vtHfctMn79N7+EODuuq4hp2K0fAzwZcdZv3qpIpFA37ZA6nu0oE9ERCVmSezv+uCTqtAGjqvM6rm78CuPCAEhVPMTW31hnohq068q6N1Mi+b+jmZMHRxvbwDC02M7OvxIDOZZFqNlY4CvLGcWIksXIiKikjHipbvzSWMAvFozw+BLoPGrD8vRCopQhRDM8ERUBX5dtr8nwmPNjf0huEfnZrx657r34NSJxg5/yN/R6DcV7ZkyiuRQjJaLAb4SWXajIyKikjL3Cbtv2CtP2daaWnLx1x9khzwRVYFfqXV2NyEXDe3jc1Mb9u7p94fkCXfP6MHxpFieZTFaHgb4ZYtOjgwfDUbWJu70tjBflAdLnBFPREQlZETHK987rCraynNMkCV28dcfFEKuexf/iTDJLxM3OScqsV+qdqew9nFVHU9xvsE7o3pTnW/3jrd7U12RTzFaBrtfOlVhPhIBoK8TD0Af6m6azp4qecsV6XKirVWXYrn52ZFtviD75omICs7INpv/ZDi+mzqVgY3fvB9ImCfPzLmklFn9Gy9dVodYnYgBqIP8W7WU5HNLVEC/rKweeConDPDLpmXqSGB4cpMMz9HZkUNBAM7Nm4ws7ahfC0QQ9I24Dwy4HPre7bk/Wud2T8AXjAT6vBga7NQ3gh8Z9gUBeLYzvRMRFYA5ulz1nmFwIbry9rYjnxJCVRQtczJqmlly+BdOus4TMQCKiGlZXaReDfvbkfUw8ryI8VsSogJ6tXa2DKVCY4BfPi1TJ60Nn5imXV3dzmAggqCvL6gXGBqCzxdEblwDQ555XzASCfj6Epaid3qGBqy7yxERUQ6MiPLutie42VslevtTQwo75AGYXsx//eKVih7ClWXM+Tg2vxb6UoLyTC0/vUTLxB54yhsDfCG4Bo4cqB8ZPhqMyC51p9OzfXDAldgZ7ugcO4CR4UAwAgBOz9DggOvMSH4PN3bAPTlxyPx4m7d3dbrY+05ElCeZSa5uedzY+40q1zum7hNQFYEaXPHO+Cf/5S/eXYdYnSj8v3r29Jo6qHWIcbwDUd5+qb7O7iZQpeJ2LDWtqanp+PHj2ZRcXFxcsWJFsdtTZRYXFwHwecsDX2954OstP0bauXrr47Kz3bp5uwCUhEN5I76InXZeL2PaRi65qvh5aH37qgJViPihUUO6S4SpfiQcxhsTf/Qs7k18IFMz1HT3QkBVTB8ejMP4M6YmV6U900LVx41qZYR2r34onwwlBm2ZunhVilD15eu0CpWEQ1VRVFlMa5R+lbz32dYntAe2+5NPYd/iLCPk/+IFDwBFn80uA7ylBz7lEPrkOfAJh3ph+XzKAA+gTqiXXhBF8Z9VvsXljb9SzZqamgBk+em3qL4Sblp+JTc22P8PodJjDzwREdUiGXs81zwGI0JTVXN/axCJK95Jtuf5XFna/+SJFugxWxExlHxjhJ++7FCgCsE+IaIc/Mr2VeipYvGlQ0RENcQIP9d4HmVur03Nf79LCFX2RSvlnedTrhjv+3kHjMQOtfSJPaUXXl7FEfVE2fs1OAee8sQAT0RE1S+e29/tgxBcmo4MV//DTiG0KQLJeT6l5WTUbOo33Pfc+xShyvHw8huHOqECqReNt90LL68y1h1gjCfK7JcxzoGnPDHAExFRdTInpWuv8oFbwVEWtgb7jcn2Ri+9ebJ9liE/nd7jNyum/n8AiojJrw/knHMBVZ9nXqZBPbMXF1bVcUQ90VI4hJ7yxpcOERFVISHEluY9+tJrDO5USDfM9EGP98II4abML/TMb3SbCy2xV2Qmz8OphfPZFU+UAQM85U2xuwFERESFIUy2NO+xuzlENe3UwvnzC+fL/492t4Wo7Pwqdt7y/+T1yOGx3uZm/Xdlc+/YdHip8s0io97peOHp3qXL0HLxux8iIqpUlmCwZdMj+h02NIaIks0vnL+2/p/sbgVR2XlVtaUbdbpXdPhNxyF/f4f/xJQ63l6Q6sMnny9IPZQRAzwREVUMS2Lf+scPQR8kzyXlicrTwpnzOSWeyMKWIfTTvR1+AO7RqYPe9gYgPD22o6M/5O9o3jA3421IfVGDd0b1Jp8OjzU39ofgHp0zhf+5EyEAPQX7QoBSYoAnIqIyknm0bcs7H5AT2hnXiSpI9Aw3mSNKkO8A+GUIj+3xA+iZmvFq8bqh3TszdUJ0+EMTT4W96RJ86rp29IcA9+hB81XTh/0A3BsaC9lsSsIAT0REy1XAOa6tl+42KtVSuqxbcC06ogoWPbNKATeZI9L8KlbqfeDDT02EAPRcn9g53r5r1O3vzy3Bp47v2gB6d9d1OXwTQHlggCciotwkx/W2tTu1dG1ssW4cwnSoCHMIV+OF9TKM6ERV7ZUzqwTAEfVEr6mlDvDa8PbrrYPbG9ZvBEKhE3NAlsF7em9/CEDPbkvinzsRAtxd6+fGenf0+0MA4Hb37D443s5EX1AM8EREtARLYm+7wCvP6n8zdRNRDv45+lZmeKpxJe+B17rHUwxvb9zgBkLPnwwjq6BtjMS3znOXjxDq7+iInwuF/B2Nfk6KLywGeCIiSsEc2tscn5Cn4n8TES0DMzzVOH/TQeP2h39wa5ZXff6Kz+VxVUHJ7nf36K6kRC67+AF3z5TW6R4Oj+3d0e9fYpU8yhUDPBERxRm5vW3Vx5jYiah4FqMOTomnmnXTsz2mo2wTWX5XZSXLMfTaOnUp5rlrW8j1TM0Yve0NDd7xmfXIZ5U8yoABnoiITLn9/I/KYztbQ0S1YTHq4JR4qk2lX8RuCVmtHa8Pn7fOfgfSbjeH9ut74GeCLyQGeCKiWmSd1v6HffKsPa0hohr2r9HV7IqnWvOaqtjdhNylWch+CXKOfS6r5FFmDPBERLUiYVr7yl55yrbWEBHp/jW6WkCwK55qx69jJQ7w6Rebl3PXN65fOl2nW8g+G9wdvnAY4ImIqpyR21t//w65YnwBt20nIiqUf4vWM8NTjfh1yYfQp1tsPv3y9Fba/PfUJcNjzY39IaRYcD77LwgoOxU4eIOIiLIgdK1vub319+5o/f077G4REdES/j1az28YqRa8Gqtb/p+cHrHhui43EOrfO51wWltVPsWqdFZa0k9TsmH9RgDwH06s3pg2n1e3PaXEAE9EVCVWrlwpTFrfcrv8Y3e7iIhy8J9nL5BvYnY3hKiIXo2J5f/J7SFlgoe/o7l3OgwACE+PNXekW1U+yRI96e27Ri3VIzzd29yYbtc5yhuH0BMRVSrLB9zW371VnrWnNZTRD754Z66XvL1vfzFaQlT+/vPsBUJ/i+OIeqpKufafF0KD9+DUicYOf8jf0eg3ne+ZMu/Rro2Fd49adm5fcqh9g/fg6ERjf8haPXqmDnL9+UJigCciqiTm0N762x+Wp+xqDCU79pW7Up7/o137VaGNe1PlT0zeVqyHkqrgJ7t3JtdzqZepnmrF/3f2Aq5sR9Xq1VIvYgcAaGgfn5vasHdPvz8kT7h7Rg+OZ5euZQd85uq9M+p107079vhDsqzb3bP74Hg703thMcATEZWplCNIW97UrZ1nbrfbzDd2JZ+UAVvmcBXWWJ6Txj37IfSqZA1C/emglurfNsAkTzXhv8+ulW96586ds7stRAXzWq4D4Aulod073u4dz1Ag3X7u46qa4bJ4/eMz7VmUo/wxwBMRlQtLYm9544eMO2xoDZl87/8OJp+8vHe/qsh1/RNjdjGte3IfAAj87E4tyW/cySRPVe6/z64F8MaVK8ER9VQt7OmBp6rAAE9EZBtrYn/DzdBOCDCz2+q7T99tPmy6ZZ8W0YXQO8NtaJXZun375NcHz/fHR9pvGGSYp6r132fXyonxzPBUBWIM8JQvBngiotKxJvbX3xRP7FQGvvOte+SNKz60TzW61sv7h+Mc3acqWp458UktzG+4h0meqtP/nHVycTuqAjmvIU+kY4C3xezINl8QnqEjA64iXkJENkuexN7yG9tNaZC/vO0X/Pa95kPX9idh9LFXoDV/8SQACPXEx3YCuOQ+xniqQv9z1sk16qnSsQee8sYAT0RUACkXnNv6ug+aSnBYfBn5dvA+eWPT+5+0LhRXFdZ8ei8UvNC3kxmeqtX/mmI8mOSp0sRe40cCyhMDPBFRPiyJfet5N8Z71Dkqviz9w/eGjNvuG/YCUJUq/xmt+czeFz6yE8DFuxnjqTr98uw6AEKwQ54qjMoeeMoXAzwR0RJS967X3ciEXhH+4ehueePK9w7L9fxVBbXzGX/NZ/ZCUX/Ro82Nv+h+JnmqTr96ZR0g2CFPlSLGVyjliwG+LMgJ7s7uA2OdDuNkdNLbF4ikmPaesnSG8kSUnZRBHcAWpcvUuc7UXjGemdkN4Kr3DKsK1Nr+ua3xD6sCUNQXb9sJ4KIHGeOpOv36lQvlDcv7OfM8lRv1NfbAU54Y4CuQy+1BMBhZOAOYAnz02NEIAI+b6Z1oCZmCOlW+Z459St64quMJVPsg+Vxd8NknhMCLt+4EsP5hxniqWjLJG1+5smeeyk2Mq9BTvhjgK5FM8MHQ7IArntbPLKTP701NTenqWlxczPJRsy9JZnze8pP387Zy5coly2wR7weSp6jzV2nFk9H93a2PqwqHSmSy5nNPQKgnb9nJDE814tVXGuSNdF/gAjh37lypmlNq/ChSjmwL8OGx3h0T/lAIAODuGd29y9vesORV072iw5/ifM+UOt5egPopBwzwFSlFgp8NBVFh/e/ZBC2iXG0RnaYjZria8PezD8gbV7c8XuND5XOy5uDjJ3fsBND4CGM81QojyRuMb/vq+LGkhKr465Js2RPgrTk85O/v8J9ICuFJwiefL2r9lAsG+MqUlOAz5/fjx4+nPN/U1LRixYpsHnBxcTHLktmr+mFs8gvvgj9vtaAYr7eqV5uvN9mZ5rn2MXa552fNwccBdW7HTuT+nlybL7mC4FtcHkrweqvWTyV8vZUpOwL8dG+HH4B7dOqgt70BCE+P7ejoD/k7mjfMzXgzdZPPnQghVXd7oeqnXHD5hArlcnsABEOz8rAC+9+JiJZHCHGN51HPtY/Z3ZCKt+bgY2sCj2UYWkxERIWlvlaAP7kJj+3xA+iZmtHHtDe0e2emegCEJp4KZ7p0+rAfgHtDY5Hqp5wwwFeqhATP/E5EtUQIIdO73Q2pKmu/8Kh8Yu1uCBFRDYiJAvzJRfipiRCAnusT+9Dbd426l0rYcgC9u+u6TJ3oy6ifcsMAX7Fkgp9fiDK/E1FtELpr3u275mqm98Jb+4VHnV/yMcYTERXda6IAf3KhjYK/3joGvmH9RgChE3NLXOruWj831tus/SJubu6dDicXyq9+yg3nwBdZdHJk+GgwsjZhc/bownwBqpbz4I8ei27CPJjfiaiKyTx57VU+oNZ3dC8B55d8EBBCVP1KJUREdhGlfn/VetFTjIJv3OAGQs+fDCPNavHy0lB/R0f8XCjk72j0mybFL6N+yhEDfNHNRyIAFqJwGZu2yx3fnPWr9ROr651AJHFnd21f9wy0BD8xgQjzOxFVJxndtzTvUTlirLTW/a1PPvmM8UREBRf52F3G7XV/vi/Lq0594s48rlou2bcOuHumDo63NwAIh8f27uj3c3k6ezDAF5lj02ZnIBKJBIYnN411OgBEZ0cOBQE4N28ywrqjfi0QQdA34j4w4HIgOjs57Asskd+NteiDSPg2gIioSgghtrgfAYdz22Td3/ogVMZ4IqKCWzeaT/zO76qshE7MASmTuLaFXM/UjLEEfUODd3xmPUSHPzTxVNibTYJPXz/ligG+2Byd2z0BXxCRQN+2gOm8Z3unI37k6up2BgMRBH19Qb3A0BB8viAykT33SPw2gIiogplnX29xP2JjS0ha9+U9Qqi1NqI+eRWAmvrnE1GxCXv2gU8v/RLzDd4Z1ZvifPv1PfBnneCXWMKecsAAX3yugSMH6keGjwYjskvd6fRsHxxwJQZuR+fYAYwMB4IRAHB6hgYHXGdGlqpa699nfiei6iCE2HrFQ1AEAJUd7+WkYeKRKuuKz7xQ38d+tB2AIlQAiojV6SMRMqiaZ4aISqDkc+CLQE5uZ9d6yTHAl4Sjc2CscyDXQo6BI0eMY5f5wIL5nYgqnUxHW694yO6GUFoNE4+ISh5Rb0ngH5q9FXpErxMxBSpMiR2w/gN3/qRLLxOrg1EMdfISxCz1V+JTRESlk+su7svVsH5jmrQtp7hvXJ9nCNe61otWPyVhgK9ocqE75nciqmAy9rQ0Pcgu94rQ+NWH5Rr1586ds7stS7Ak6huP9UBP3QrU5Ii+TI88/x6j/jrmeSLKSMRK/YjpFoNPv3y8dv9Yc2N/CKYF53WJyTzf+ilnDPAVLDo7EYhYZ9MTEVUEI960vPMBLlNXcdZ/7aGVK1eizHKpJTP/6UwfABHvWi9pU4dPtAKog/Z9gdG2snrGiMguotQ98Gi4rsvdHwr17532mpP49N7+EODuui5dB7nsWof/8PR4uznBh8f2+GHa+D3f+ilnDPAVaXZkm768nbO7i/vHEVEl0brc334/FDC6V671X3tImDKzXbnUHNrf872PIz4MvtSJPbOxF64BUMckT0QAbFnETkvY/o5maNvBhafHdnT4sUS+bt816vb3m69DeLp3R4c/BLhHd7Uvt37KFQN8ZdJWn3d6hgbZ/U5EFcHILa2XfYqj5avGRV97SAi1lHPjLd3srd/xCm0Wenkl9nT+4gWPImLmPnmJeZ6oppR+CD3Q4D04daKxwx/ydzT6Ted7psxbuWtD5t2jxgbvDd6DoxON/SHrdeiZOmhefz67+mnZGOArkqtz7Ein3Y0gIspCPLe/bQhCsMu9Wl3yjQeEKEqHvCXoXvPtAT2xa53tFeozv7iqTp+Qr4iEOfMM80RVz44ADzS0j89Nbdi7p98fkifcPaMHx5dO1w3eGfW66d4de/wheaHb3bNb640vRP2UEwZ4IiIqMHMUaX3bkI0toRLbcPgBIVSRZpO2bHJp8oVXPXOXnMcuhFrRiT2zvzm5SVvlnsPsiWqAPQEeQEO7d7zdO56hQJpt3xvax2faM1yXbf20bAzwRERUGEbqaLvkXm2QvGJne8hGG795v+wnF0J7LYgstlIH4P7WoCws/67NV9ChuT8GkzxRVSv9InZUNRjgiYgoT5Y81nbRPRBcl47SevtTQ0IP54rWqa5ndQDaXUyqcV+ea0qeMM8wT1QFbOuBp8rHAE9ERNmyJvaGXfFp7cztREUzGb5c0ffD4+p3RNWA/3EpXwzwRERklW6oc9u6O7kQHZG9jrz0Nhi75SHGYfZElYhD6ClvDPBERDUqw4Tktgv6gfiwZvaxE5Wtp09dgsQJ8xLzPFE54xB6yhsDPBFRTUiO622rPhZP5uZ7GdSJKtC3Tl0soNYJLmVPVAEY4ClvDPBERNXJOl/9D/vM9zGlE1W370QaBVTBnnmissQAT3ljgCciqh7mT+ptK3rlKUAfDE9Eted7kQv1CfMqR9oTlQkGeMobAzwRUcUzPpG3vuV2KNrMdRvbQ0Rl69n5tfpOfmD/PJFtuIgd5UuxuwFERJQnoWt9822tb7m99S23290iIqowx09f8OPT9T8+Xf+T06ufO71aJLK7dURVS8QK8Ccv4bHe5mb9/3hz79h0OLvLphOuS3PhdK9IqXc6v8ZSKuyBJyKqJOaP1K2/e6s8ZVtriKi6PHd6teyfF1zZnqiYbNpGbrpXdPhNxyF/f4f/xJQ63r7EZc0d/pD5upA/1OGfGJ2b8TaYTodPPl/I1lJq7IEnIqoA8c723/5w6+/cIv/Y3SgiqnI/f/mtL7y86oWXV/3i5VUvLqxi/zxRodjSAz/d2+EH4B6dmlNVVVXnpkbdAPwdzWOZuuGnezv8IcDdo11mXBjqb0zsWp87EQLQM6VaLfEFAeWEPfBERGVNfkpu+a0dAuxsJ5y6685siq359N5it4Rq0IsLq4w1Niz98+ycJ8qJ8lrJ/8uEx/b4AfRMzXi1ON3Q7p2ZOiE6/KGJp8LehL70VJfFU7hxIfyHp8fb9fPTh/0A3Bsai/rvIAZ4IqJyZHwybnlTN3N7rTl5/850d11y735AGz+nCqhyIJ1+KNcuVBXMfSxFDRd89omCN5Vq2UsL5xt5noPtiXJS+lXow09NhAD0XJ/YGd6+a9Tt78+Q4LVe9eutfejt1/fA78fzJ8NolxfKAfTurutSfxNAhcIAT0RULsyfgFve+CF5yrbWUAm9+HBC3n5b/35VD0YyomtBXSDLVNS4Z3/StepLt2m992s+xyRPBTa/cD5M21YyzxNlVvo58OmCeMP6jUAodGIOSBm828dVdTz7R3B3rZ8b693RL6fMu909uw+OtzPRFxQDPBFRWRBCtPzmzVoXKmN7tXvhsYTEftnH9ht96WrRfvrrntwHQFUQuVVP8gcfL9aDUW1bOHM+AAUCzPNEqYhYif8XaN3jKYa3N25wAyFTT3p2tPHy8f52+Qih/o6OeKFQyN/R6O9ZcpU8ygUDPBGRbRK63H/zZhtbQsX2870Jif3y3v3GcPfiJfZ0nPv3QQCKGtlxF4A1Bx8rdQuoxpw9swr6N5PJeR6M9FR7jn05vqCJ+/37srwq9NV8rioGfWb87vi4e9nFD7h7prRO93B4bO+Ofn/I39G8wbJePS0DAzwRkT2EEC2vv0nvbGefe7X52UhCYn/nrfsgoCoCxpj2MuAce1IVmN9xlzxc+4VH7W0P1Yj/J3WP054AACAASURBVPpWmPK83GcjuRhTPVWxK2940rid/e+E/K7KSvox9ClM9zb2hwD36K54x7q2hZx5sbuGBu/4zHossUoe5YoBnoiodBK63F9/k40toSL56ZiW26/40D6jd718EntKa//sSQioijr/oV0AnF/y2d0iqjnnoo54/3yagfcGBnuqAqL0q9Bnlv3a8dO9zR1+wN0zldCp3uCdUb0pisvF7pjgC4gBnoio6OJLyv/Gdva1V5mf/GVCT/sVN+8DKnVExZpP74VA5KZd8nDd3zLJk53+Nboa8f9MeqpPH+zBbE+Vo/SL2BVEeKxZ63vPfki8nGOfUw8/ZcQAn1J00tsXiMDZfWCs02F3Y7IRnZ2cOLTgHhtw2d0SIoozPmVufd0HIbRuJaoC/+iPh/ZNNz4JvY9dzXqV+HK25i/3QgGEeuqDgwDWfXmP3S0iSvAf0Xp5wzLyXqQais9IT+VJlPqVmX6xeTl3feP6JdP1dG9zhz/H9G7g7vCFwwCfSvTY0QgARI4ei3ZWQoKfnfAFgvC47W4HUa2zfHbc+roP2tUSKoYffVZbPaj5T/fqY+Or+UuZNePDqoJTHxgE0DDxiN3NIVraf51dA8S/LeUC+FS2Sj+EPt1i8+mXp08oNd3bqA+cT7mivNY3n2LB+ay/IKAsMcCnMDsRiMDj8QSDwUpJ8ERkD2tiP+8DALguXZU5/jdabr/yvcOqUnMDKS74q2EINdx1NzM8VaL/ObsWzPNUfkof4Buu63L3h0L9e6e95og9vbc/lLAbXCp6es/Q9S57+OE/PD3ebk7w+nL1SfvPU94Y4JPNhoKAs77L7QkGg4GJ2U6OSyciXVJiv9GullBR/eAL8a16Nm8bBmzY7K2sXPDZJ8JddwNo/OrDdreFKH//e9Ypb3D1e7KXDYvYaQne39EMbZ+38PTYjg7Lbu7JwmPNS6V3AGjfNer295urR3i6d4c26H4X83vhMMAnkfl98yaHq96DYDAYmh1wWRL87Mg2X9A6Q16bN+8ZOhIP/NHZkWFfMAIATs/Q4MDqY96+QMS4MNt6orMjw4eCkYg8cjqda7cPDrgc5uIAEPRtCyKxAUSUjwwrJG2tMyX22k50VewHX7jzqvYntJ+vIvhZXrrgs08IRZ17/z0A1n/tIbubQ1QAvzy7LvH9XrCXnkrDjlXoG7wHp040dvhD/o5Gv+l84nLy2lh4I6/LLnog1N8o+lPUagyab/AeHJ1o7A9Zq0fP1EGuP19IDPBWRn4HHO50CT4rpmgNIBL09c17PMutBkAkEon4+oIM6kT5ypDPpS1Kl6l0cRtDZeLZL99l3L6q/QkbW1Lm1vzN4xA4ecM98vAiJnmqOr9+5ULzIXvpqRhEzI6XUEP7+NzUhr17+v0hecLdM3pwPGO6nj7sz3CvpXrvjHrddO+OPf6QrN/t7tmt9cZT4TDAJ4pOHjLyO+CSCf7QZJcr54nw0cnhQASAs3tosNPl0Drjg7k3aDgQidcCANHZyWFfIKI1y9E5dqRTduWnj/RNTU3pHmBxcTHLpmRfksz4vOUn1+dt5cqV2Rfeorw/8QQzeq179st3Xb31cflCqI6V5IttzcHHAEDgxRvuBXDJNx6wuUFERfPrVy5MXvoi8xfB586dK2aLcsaPImVIvBaz54Eb2r3j7d7xDAUS93NvH1fVDKVT1D8+057LBZQzBvgEcvl5Pb/rCT6fxei1hew9Q2OdMlM7XAOD3fOJfelZOLMQAeDcvMllPL7D1Tl2pDO3aspSTomLKLMtQv6nyCKKM60TACD0tV3G7au3Pm5jSyramsBjQqgvvO8+ZniqKa++ktynGM/0dfyEs5Ry+46j9OwYQk9VggHeTKZuz/Z4WM83wWvfBHR3mXvEHZ3bPQFfbp3wq+udQCQSGB6pH+xyOfJcEP/48eMpzzc1Na1YsSKbGhYXF7Msmb2qH34mv/Au+PNWC4rxeqt6fL3lRAhxzdWPQt8KrsrfjIpv7RcffeF996EG3tgLgm9xeaist7iy+n/A11t5sq0HniofA7yJlt/d5tCtJfhcF6OXHedr6y2BW8bxXNrk2LTZGYhEEAn6+oIA4PR0b3Zv6nRxbzsiojzIga/XXP2o3Q2pNmu/+KhQVGNcMZM8EVEmtsyBp6rAAB+njXqXa7lb5b2U3XI5OscO1JsWoY8EA5FgICBXtWeMJyLKlsyW117lq/EN4YrKecgnBCC0JM8YT0SUEnvgKW8M8IbZiYzz0/NJ8PMLURQgYztcA2OuASA6O3ksdPSojPKRoG+4PmH/OSIiSkcIce2Ve6Awu5fIui/vEYId8kREabzKAE95YoDXzYaCSLOJutzILafF6NOMlZcj6/PlcHV2ujo7B/R16PNZXI+IqGaYl4m+9so9NrakZl34lUcURYVI+FkwzBMRsQee8sYAr9HyuztVH7s2Dz2el7WV5RbOAEZ81gbgJ15imTovHyRu6Xq0TeAt3ys4XNrMeCIiSk0IsfVdD6syN3JnOLs1Tj4shApAJO2/xTxPRLWIAZ7ypdjdgDKRKb/LOA4gcvRYVB7XrwWAoG9kNgoA0VmZs5MvCfq8k/Ka6OyI17oC/dL1mKqRRbRico95yyJ58wtREBHVOiGETO92N4RSu/jrD1789Qcv+cYDl3zjgQ2HHxBp2N1MIqJiisUK8IdqEnvgASA6eShTfo/3wes96q6ubmcwEIG+NDwAz9AQfKaE7ugc7D7aF4hEAn3bAto5p8eDYNAU0JeuJ16Nry8AM6dnyOiV1zeb69sWgLObM+OJqDbJ1Lf1jx/it9MVZOM37weg9c8LVS5ToCix5WR49uoTUbl77TW7W0CVigEexqj19Pk9vpubvpSdo3PsAEaGAzKNyxXhz4xYrpHrx/tMZTBhWeE+i3ocnWMH6icnDh3V16GH0+nZvL3LvJOco3Owe0GvhYioFgkhWpoeVNlzWy3eMXWfgJbnZbxXhGrckH8rUM33KvFiqV8GDPZEVC5eZYCnPAn+Miul2ZFtvmDqlfJs0dTUdPz48WxKLi4urlixotjtqTKLi4sA+Lzlga+3PNTy602mtZamBwFoAV4B5DZmxhx4rWNXntTuhQAAVdG7feVhPDVCXqIq2nlZ2CimHcp7lRTXqopRDOZmGIcpyhiHwrjEUoNWTH+4hENYH858qFqqgqImPpBq+lcDQjVfK88Lo4yIFxaJ9wr9Xi1XK2q8mDYHPn6vEFoaT+6BN//ccg3w5nsV072Hr/xLJCn9ByG+xeWhlt/ilomvN7OmpiYAWX76Lar2t358+ZVMn/2L3C8Kj/XumPCHQgAAd8/o7l3e9oYCXph3/ZQt9sAXR+rF5+RMe2f9atvaRURUTbTo/o77wY53ysL13/+oludhpP3UY/ULnuoLOKufXS9E1cCeGezTvaLDbzoO+fs7/Cem1PH2wlyYd/2UAwb44nDUrwUiCPpG3AcG5Fj36OyILwjAuXkTZ6gTES2bEKLl8vvB5E7L84Fjd1i660X6Qfh58z3fYdSvQFVEDECd9qCxOsSMe+sQS7xXVRADUKefNNrGJE9UweyYAz/d2+EH4B6dOuhtbwDC02M7OvpD/o7mDXMz3gzd5FlemHf9lBMG+CJxdQ15gr6geXk6AICze5ArzBERLYvW8X75/XY3hKrWrT/cAUBL9UgcnK/Hby1vaydjQovfWiaX1xr3AgXrbfvK3DuROHaASZ6o4qivvlrqhwyP7fED6Jma8Wr94Q3t3pmpE6LDH5p4KuxNm7CzvDDv+ilHXKi3WByugQND3R6nUz/hdHq6h7hAPBHRMsgNxlov+1TrZZ+yuy1ENvtq+PKvh99++KXLuP0eUcVRX31t+X9yesTwUxMhAD3XJ45mb9816gZCE0+Fl3lh3vVTrtgDX0QOV+eAq3PA7mYQEVUHIUTrpbs53Z3I4vBLlxnD7IXg+sREleC1UvfAz51Ila+BhvUbgVDoxByQuos8ywvzrp9yxR54IiIqX+auxdZLd9vdHKJy9/SpS9ghT1T+1Ndiy/+TywOGTz4PwL2hMemexg1uAM+fTNNFnuWFeddPOWMPPBERlSkhROsf3actU8coQpSdp09dIvTZ++yQJypP3/rlIeP21rquLK/6+9cm8riKqgwDPBERlR3Zc9j6R/fZ3RCiyvbtyHr5v4kxnqisbFXeX7KrspL3GPcsL+QY+sJhgCcionJhjPhtu+RelV3uRIXw7ch6Rd98jjGeiFJLNfi9kBfmXT8lYYAnIiL7yXTRdvE98sDm1hBVne9EGhVwiTuicvH3sa/a3QSqVFzEjoiIbGMstdW2/u62i+6xuzlEVe778+u4xB1RTWpYvxHaQHYLuXz8xvVpxrdneWHe9VPO2ANPRESlY8kMbY2D8qw9rSGqPd+fX6dwiTui2tO4wQ2Enj8ZRntClE6/fHxuF+ZdP+WKAZ6IiIrImtgvvEuejf9NNePkDQ+kPL/xm/eXuCUkzZ5ew7nxRDWi4boud38o1L932jtu2qt9em9/CHB3XZe2gzzLC/Oun3LFAE9ERDnLfvBt29qd8oL431QzXrrxU+bDxkf2Q4GqADD+VqHg+ffemXztO6a4B0EpzJ5eo+j/oxnjiaqZlrD9Hc2YOjje3gCEp8d2dPixVL7O8sK866cccehUTWtqajp+/Hg2JRcXF1esWFHs9lSZxcVFAHze8sDXWx4K+3pbMp+3vfXj8TRuCefaoXFbJJQRGS5JuFeNH+onE69SFZF8r7Z2vYKEQ6EXVuTJhEaqijBXpYrEmhWhRU29sFFMOzTH0cRrVcUoBnMzjMMUZYxDYVxiqUErpj9cwiGsD2c+VC1VQVETH0g1/asBoZqv1X6MRhkRLyxM90a2D8Hkogf2qwrMz1jKAJ94r1bz/CfukpX88fS9QqjyR2Hc0H8yqtYAeZjqXiXlvTAOY8mFhVDr5HlYChuHMeOwTjsZk82o0+qJyWuNe+tMlxg1GIXrYKoQscR7VQUxAHX6SUUrrB/qDyHLyKqMfeD1BmhllIRD/fnUXgKxpjUL8jkvww+H/JWaN/5KNWtqagKQ5affKhSe7m3s8FvP9kyppj7z8FhzY38I7tG5GW9DLhdmX4yWhz3wREQ1LWVWb/uDj8j7jELmC9iRThbzN2u95Zfct9/6xUG+1v75kzLe/7B9F4ArnuYah0X349P10OfGoyxjPBEtS0P7+NzUhr17+v0hecLdM3pw3Lt073iWF+ZdP+WCPfA1jT3wRcXugrzx9ZaH7F9vlsTe+nu3G/3kwuiXTtlDbtxO13+ecGjcZg98NffAn+6+F8CGe/ane9y8e+DN90Lg9Ed2AQCw6VuD7IE3Wl7YHnjjNSh/ApetOSOf83L4rMhfqXnjr1SzWu+Bp6rAHngioppg5PbWN98mjwE9rRHl6PSOe+WNP7pr/zJ72rO05jN7oaiqoh5ruRtA89/vKsWj1rafvuyA9oWe/q1ZGSR5IqIaxwBPRFS1zJ3trb97qzxlW2uowr18293G7Y137ofRbV5aF/z1E0LBzNa7Abz7mRSr31HB/exlh6KNXIn/yBnmiYhswQBPRFQ9rMPjf/vDTOy0TC/fMShvXOrdnzC831ZrPvcEhPrdLfcww5fSiZffagywt7zbMM8TEZUGAzwRUcUzPkm3vKlbJvbst3kjSud07yCAyz62X1X0edJlZs3Bx7+7Jb643ZZgv42NqTUnF1bBWINCX/fOjJGeiKgYGOCJiCpVPLe/8UPsaaflO/2xhInlb//o/nLobM9szcHHoa8894znPmZ4u7y0cD5Mq2okd9GnxJBPRJQrBngiokpi/kzc8sYP2dgSqhrzn9R2XH/HHfuty91XFOeXfM94hgC0fMdrd1sIkYXz9Z0cjI56AZnt9TIM+UREuWKAJyKqAPHO9jfcrH/4Lfu+USo/p+5KMWP8nbfuM7bHq3TOL/kg8K2rhwB0fPcTdjeHlnD2zCojz8t3OVMfvp72M4Z8xnsiqjUM8EREZSqhs/31NyHhwy2R5sWHd2Zf+Iqb96Xef766OA/5hKJOvXs3M3wV+H+jcje7hG8u9bdCwbn3RFRrGOCJiMqF5ZNoy+u3G/eUvjFUPn7+ZKaIvvlPhvVx70Le0JO5kCvPGSdVpbZeSA0Tj0y9+1MA3vO9j9vdFiqWf4/Ww9KHn6rHnqmeiKpGeQb46OzkxKGjwUhEO3Y6PZu3d3W6HMV9xAX32ICraA8RNzuyzReEZ+hISR6NiMqX5YPm1td9UH4OFaiS8cyUn5+NJiR2z7WPadlbD+Ha2nJ1ovwXmbNXw8QjQqj/96r7AVz//Y/a3Rwqhf88e4F5yr28wU3viKhqlF+Aj056+wKRxHORSDDiCwacnqEiJezZCV8gCI+7GHUTERmSEvsH2LtOAJ77dEJiv/YqnyWx03I0fvVhoaiHr3yAGb5m/ffZtcZtbmJPRBWt3AJ8dHI4EAHg7B4ajPe4R2cnJw4FgpGgb8TNbmsiqiDWxH7ejabJmza0h8rQc5/euWXTI4iPe+croygu+tpDh698AMCfzvTZ3Ray2f+cXQvT3pvM80RUQcoswM9OBCKAs/vAWKd5uLzD1Tngqsc2XzB4aLLL1Vm8ofRERMuQPPdya92NDOqU7B/H413uWzY9YmNLaspFX3tICPXrzQ8C6Ar12t0cKhf/e9ZpWhWPeZ6Iylp5BfjowjwArK1PldBdbg+CwcjRY9FOc4JPnC/vdHq2Dw6YJ8vHJ5yvnhwZDgQjAJyebmNKvWnIftC3LYiEuel5Vj440OkAEI2fc3ZvH0yewx+dnRw+FIhYm5RYImMDZAuc3QcG6yeGfZbHJ6KiyLCn0Za6rngxBndK5cd/tRNAS9ODqnwhKWA4KLGLv/6goqgT7oeY4SmlX72yTr8pON6eiMpNeQV4R/1aIIJgaHbAlTxQ3jVw5MhA4qmkCfORSNDXN59irvzCpNdnlIwEA77gwlKLyOVfed88Dmxf6PMF41cGfMOwjCsIjfQF4yVSNCmHBkxo3xQAQP0mpneiQkgX1LcoXSnPE2Xwo89pG7C3vON+KNW4dVul2fjN+yfcDwP4wLE77G4LlbVfv3Kh+ZCr3BORvUSZvePILm1oPdKbXI5MWVQr7PQM6d3S0dnJYV8gYu5GN2o05tVHZ0dkZ7W1UMK68LlVrhczyqQ6p1+XVZOya4CpBdZ5B2ZNTU3pnsSnn346w1NMVJVWrlyZTbEt4v1A8kz1jP3qwnwz3Vx3y3mRfGfSKvRC/0skXGguI4T5hkg8jN+wHhq3TVeJNIWN26mrylRzvIzIcEnCvWr8MPXjGsu8me81urUTDo2l4Iwl3E2NVBVhriq+3ZqsWUnam00kHqbcqs201/rxz98JoPWyT6lCKywDfLwHXub5xDnw1mXnM65Cn9s2cqn2gY//u7SqkFgVYD4UiYfGvZZrjb9NzxgUy72quSooUBXV1EjtXv1nocp7hXbSuFeV/3phulYoqqJo5+Wh/kpRASiKqmg3Yj/9kz0AANz87G2KXlWdiEEfHqFALyyMw5hxWKedjMma6+QlIiavNe6tM11i1GAUroOpQsQS71UVxADU6ScVrbB+qD+ELCOrEnrL9QZoZZSEQ1V7NrTnOKboPwRobwNq/Lk3/Yj0e+M/GaHfG59Vbv65xf8ra+9iCW9dlk3g4ucTCqfdB958UljKpHyvtF5rPZlYNuU7fvIAq/NWhVMV1Jw7dy7DvVRKbW1tAI4fP253Q4jyV1498IBr4MAQhn3BSCQY8AUDgNxDbrN7U1KYj04eCgJI6I92uDrHDsDbF0ieK+8ZGut0aYUGBrvn+wKRDBPqc6vc2a1nbIdr02ZnIBJJPNe53RPwBTG/EIV5/HumJuX4r3N2D1beqPksQxRRwW0RnYknUn5CIyqA45+/s/XS3WlSAJWFS//PbiGgCPWL7/IB6J691e4WUeV59ZWG5JNGzq/jB54k/FKDKG/lFuABh2tg7EDX7LGJQ9qg8EgkGIkEAwHL5O7osaMRwNndZR0G75AROnGuvKWcQ0bqyMIZIFXuzbHyzaZB69o0gIRzKWVsUm4NWPLR0n3R2NTUtGLFisztlBYXF7Msmb0yG/1ReIuLiwAK/rzVgmK83qoeX2/LUYyXnOzIa710d2GrpeK5/KkhRagB16PysHi/pPgWl4eKfouz9/MOX29EVab8AjwAOByuzgFX5wAQjc6eORaSy7hFgoE+6zTxSKBvWyBlHYnhPGldvNX1TiBi7RO3VJFl5fnJoknFbQARERWDFt033AdOda9A75y6TxGqItRiL13GqdRERJSH8gzwcQ6Hy9HpcnUOIDo70ucLwhg9fmYhsvTl+cqt8tSr5pewAcVoARER5UEI0XbJvSrHzFc+19P3CH3qu6LEMmw/kZ9bfvBhbYK6iBnz29M9CoM9ERFJZRXg5YJsaVZjc7gGhjxBn2UfuYxLty1XUSuviAYQEVG2ZPRqu+ReuxtCRXHlM3cpxqpypjXtjBCeeKgq5jXtFOu6dDKxJ/v4j7YrIlanVaUtVncerF8fMM8TEdWssgrwcgx5lqPDcyqctH6cnGOetuc6t8rzk7FJpWgAEREVhBbd198tF5AnKrj7nnuf/gVBrC4xzzPMExHVlLKan+fYtNkJIOgbmU1192woCBihWy98aDJqLTeybdu2bd6E85Gjx8yHWlj2uNNsBJ9b5fnJ2KRSNICIiJZPCNHWONi2/m67G0I15OGfvcf3fIfv+Y7Hf94mdHY3ioiISqGsAjwcnds9ABD0bfOOzEbjGTU6Ozni9QVhXphdKxwJ9HknZ6NGQa2cZ3vi2PNIoG9EKxWdHRkOpMrv8wvGI+ZWeX4Sm9SX2KRSNICIiJZBpqa2xkG7G0I1bfhE6/CJ1n0ntjLGExHVgrIaQo+EfeB9fUHrvU7PkHlOuGtgyDPvC0YiAV9fwFJuIDGbezyeYGKNzu4D8TLaiPVA37aAPvE8h8rzk6JJCTUXvQFERJQfbcz8urs4Zp7Kx74TW+tEfHQ9h9YTEVWlcgvw5n3gjwYj+lLsTqdn8/auTS6Hpd/ZNTB2wD1pKioLdiZvDeceOODGsC8YkYW2Dw6Yyzg6B7sXhrWN53OvPD/mJsHpGUpsUgkaQEREuRNCtDl3QpTXEDYi6c9f8AAwb4PHJE9EVE1E1b+ty6XtPYnbx5PU1NR0/PjxbEouLi6uWLGi2O2pMouLiwD4vOWBr7c88PW2HNm/5LT0DmgBXhGQMUn+rR9q28gpgKIY96pCaBPXFMVcRtXKAICqCNmrr8q+faHdsB7KaFYnVO0qrXHyhhqvKn6vKuKVyJPma1VFIKEqJFalTbnTDkXioXGv5VrjbxEvDMVyr2quCgpURTU1UrsX2r2qvFf78kQY96ryXy9M1wpFVRTtvDwU+pMEQFH0leSVmPz5mBeWN9aQN28jJ1uHgq5Cn7yNnH5oXYXe9HCxOsSMe+uMx9VP1pkLI1YnYndc9H1UfoznW1ze+CvVrKmpCUCWn36JylP59cATERGVJU4wpkr0Vy9eqeg7zFd6jCciIgZ4IiKiJWiT3i/o56R3qlCffbGZM+SJiKoAAzwREVEmQoi2ei/Y/U6VL3DSBTn3gkmeiKgyMcATERGlpnW813vtbghRgX1p7goFMWOtO8Z4IqJKUf0B3jVw5MiA3Y0gIqKKokV3xyfY8U7V7Svhd9aBQ+uJiCpG9Qd4IiKinAgh2t76cUZ3qh2T4csVqObN58AwT0RUlhjgiYiI4rT0TlSTDr90maLvSMdueSKiMsQAT0REpOFGcUSG6VMbABhb0BmY54mIbMQAT0REpE96P/+jHDlPZPF3py5RoCoiBuZ5IiK7McATEVGtW7lyZdsf9jG6E2UjGGlUoCpQASimkfYS8zwRUVExwBMRUe3SOt7/sM/uhhBVqpl5pwJVAQAI7jBPRFRkDPBERFSLtOj+Bx9hx3sVON19bzbFLvraQ8VuCf3g9BrZP8+eeSKiYmCAJyKimiOEaFvZy+he6U7vuEfeaLpln6pAVQRg9AVrN4y/VQU/u2Gn+fKN37y/lK2tNT8+XS+H2QuhKokrRDLMExHljQGeiIhqi5beqTK9fPvdxu0/3rEPRmLPwtv696syRSpQFTz/3oQ8f/lTQwVqY7HsufRw9oU//Yuri9aQfPzsZYc2bR4cZk9ElD8GeCIiqiFCiLYVPXa3gnJ2+iO75A3X9ifl0AltFbVl+KNdCXn+H6+L53nX0/csr+7CePLtXzUfXvS1hxQlVqeoABQlBkBR1DohF5NTAdQpsTpF28X9Yxfvk1f91YtXlrjZS/rFy6sACKF1yzPGExFljwGeiIhqgowKrb9/h90Nodyc7tsFYNP7n1Trcuhsz8Ml9+03xtvPtiV0zl/5zF1FfOAkI5d/Rd648CuPKIoKAegRPXtXPXNnnVDPU2J3XDQK4LMvNhe6mQXw4sIq8+h6JnkioiUxwBMRUfUTQrT+3h3gnPdKc7pvl/uGvXJyeyld9MB+mKbTf3+LlueveubOYjzcgXd+yXy47m99AIQSK0jlW4P9dUrstov+DEDgpKsgdRZWeOF8AEaSZ4wnIsqAAZ6IiKqTedGs1t9jx3uFmf/EXQDcN+y1uyEA0LhnPwAIfG/LzuR7W7/jzbXCv7ni8+bDNYHHAAhFW/ItrzYuoe27nzxPxLrX/0V5Znjp1ML5gh3yREQZMcATEVEVEkK0vvk2rjNfieY/eReAK6/fu/xZ7gXX6NuvKsbK9ioACPzd1Tl3y6/53BMAoNeAUv1D3/v9j3av/0sAX5q7ojSPmIf5hfNhmiEPJnkiIhMGeCIiqiraXPc332Z3Qygf85+8a/O24dKPmV+OdU/uUxVAG2+vAlCFMfxeBQDFnNX15G+T937/o3VCvanxAICvhN9pY0uWdPrM+QogIOR/6nPnztndIiIi+zHAExFRldCi++/eaYBvpAAAIABJREFUyo73ShTZeSeAzduG7W5ITfjTmb7zROzGhvEyz/DSmTOrBLBy5Up5yA55IqplDPBERFTZjHG2rb9zC6N7JTp1550Arup4Qq3jj6+kPvjs7Tc2/DWAyfDldrdladEzqwQgEpe3YJgnolrDAE9ERJVK63L/nVvsbgjl79Sdd17V/gQ3CLDLB5+9vQ5qZ8NnARx+6TK7m5OVV86skq8XIQTnyRNRrWGAJyKiChPvcv/tD7PLvXK9dPdOAFe1P2F3Qwg3P3vbF9/1WbtbkY9/jr4Vid3yTPJEVN0Y4ImIqDLEc/tv7WBur3Qv3b3z6pbHVVF268zXrA//4MPXX/j5SumET3Yu+lZAWAbYg3meiKoOAzwREZUv82fxlt/aAXCodTUI37vz6pbH7W4FWd3+wx3XX3gQwJGX3mZ3W/K3GHVoA+whkJTnLRjviaji1FaAj0Znj00cOhqMRLQTTqdn8/auTpcjz/pmJycOLbjHBlw5XTY7ss0XhGfoSI7XERFVP8un7ZY3ddvVEiqS8L07PVseY2wqT7f/cEedeG3bhV8EMH1qg93NKYB/ia7W87z2l/EWk9xdnxJDPhGVldoJ8NFJb18gYjkZiQQjvmDA6ekeHOjMOcXPTvgCQXjcBWohEVEtsib2N37IuMOG1lAxzX1qJwDPlsfsbggtoff4zeNNX7S7FaXwH9F6eUO+EZmyffz9J0PIZ7YnotKrkQA/O+L1BSMAnJ7u7V2bXA4Z1mWPfCAYCQb65nFgLPcMT0REuUj+KNzymx/isPiqd/L+nQCuufpRVeEPuzJ89Ec3ta/7UnV0wi/Tf51dY+T5xJevSH5DY6QnomKriQA/O+ILRgBntzWiOxyuzgHXJvfIsC8YCfSN1HNQOxHRMmUektryhpsB86dgxrnqd/L+nde828chFRXnkz/+QPu6LwP4u1OX2N2WMvW/Z53GbTlEP+UbIFM9ERVQDQT46OShIADPULoOdodrYLB7vi8QCR6a7HKZC0VnJycOBYJy4L3T6dk+OKBNlzcNyA/6tgWRMKM94TLZ6Z96mn10dnL4UCASSV8qOjtpmrSf0ARpdmSbL+jsPjBYPzFsDDLIZz4AEZWXbGZmZlbAj4w5Nabl9TcBjOikOfnAzmve7bO7FZSnT/74A3VCbV33FQD/EFlvd3MqwC/PrpM3jHdNwVRPRAVV/QE+euxoBHB2d2XqW3d0bvcEfMHI0WPRTj37WifNRyJBX998Ui++lTFa37guGPAFj3qGkpa6C430BYMJpRYS17VLmrYvm5CiqoWJYeMLA9RvYnonKjN5pPEtdV3WSqyDN5d8zIIl55bf2J71QzOuU9yLD+289iofY0qlG/jHG+tE7FrnV5nh8/PrVy60nEmZ6hnpiSgbVR/gZX7H2volQq3L7UHQlOCjk8OBCABn99Bgp8sBRGdH+nzBSGBitnPABUfn2JHO5NXko5MyvTs93YNdnQ4HgOjsyLAvGAn6vPWJ2T8YDBq1G4VG3EZlsyN9gQjg9Azpne7R2clhXyCxFAAgEgymmCBg0tTUlO4fvri4mPmZyaMkmfF5y0/5P28rV67MvvAW8f5Uwba4WXfreR9I/1BLPTRjOC3PLx7ZCWBL8x4mkqpx93M3XOv8WjDSaHdDqsSrrzRYzmT+1vXcuXN5P1b5/0olouxVfYA/sxAB4KxfvVTB1fVOIBJZOAM4jNzvGRrr1JKywzUw5An6gsHQ7IArTW9+/Kp4vna4BsaGsC2e/ePitSeP4o8P/DdX1Tl2AN6+QNJYfzi7Bytv1HxO+Yeo3GwRnaYj5l2iuF88snOL+xFOeq8+dz93g4cZvmhSRHrTL5e66vrUtJzvI4hqXNUHeGnJDngLPYm7E5K6a+DIkYGcr4LevY/5hSjiE9gto/r1UfzyG4S0A/8dmzY7A5GEsf4AnJszD5s/fvx4yvNNTU0rVqzIdKVucXExy5LZq/qhYvIL74I/b7WgGK+3qsfX23LwJZeHlC852YW4xf2IPW2i4rvvufd5nN9AyX+J8y0u7+eb729EVaZGAnxidF5a1v32WV6lDdDXuvelpC8V5BgAc1Mjgb5tgZQPlVgVERGRvWR03/quh1V2vFe7+55733lKTAhR9V/EExGVoaoP8Ikj4zNIkb5z7bdfzlUpW1PaxyQiIsqLEGLrFQ+Be7zXkgd/9ifyWxvGeCKiUqr6AK8NOV+yC342FIR1KHqu/fbLuSqljAvTERERlQEtvVPtefBnf3KeiBlLrzHJExGVgGJ3A4rOsWmzE4gEJmYzFNKWjDPy++p6J7Rx6jlIf5X29UDC4Pr5hWhiG8zr5efXACIiopISQrQ0PWh3K8hOe56/7tGftw//vFWIQu5eSUREKVV/gIejc7sHQNDnHZmNpioQnR2RW8Z5tuvd3TL1IxhKSP3RSe+2bdu2jaT7KiD1VdDzu2Wge+ToMXNzElfA06s6NGlt8uzItm3btnmTzhMREZXQypUrV65c2fLOB+xuCJWL4Z+3PnmiRejsbg4RUXWqgQAPuAYOdDuBSNDX5x2ZnI0a2TcanZ0c8fZpW7cPmfZ40wO0zzuppf7orLYzvHWReVNPevyqkUntUaLRyRGvL4gUS8pHAn0jRuVy0/d45drXDpFAn9ECIDqr1RX/qoGIiKjkhBAt77if6Z2SPXmiZeSFLX/2wjUikd3tIiKqElU/B15ydI4dwMhwIBgJBnzBpIXdnZ7uwYHESOzoHOw+2heIRAK+PnN5c8zXFsgL9G0LaNPVHZ1jQwteXzASDPQlPIzTM2Sdze7xeIJBX18woZDpOwTXwJBn3hdMaoGlGBERUenIJNbyjvvtbgiVuz974RpFxID/v737j43kvO87/p3lpSgKJG2QO9SnPUo3FqnaihwbFh36lrnUi8q6IxWwakyzNmFT/iGT2VTQkopFxaZqI4bWQXm+I9cBwt7aAaoNygLsolWvFYkgCKbOlXte+2LYjqLEIp05ibenAkfAbVPXSRxz+8f82NnZ2V+zP2f3/fpD4O7MPPvs6tFoP/t95hkZkmPnpfJVcBU9ANQ0IAFeRMIzy8lzs7kb21vXNd1a4l1Vo+fnZmc815wLzyQ3hzPbW2lNt/adW1l27hqeWZk/XLO2m8aXk5sRx2GiRue9XyKyvBmRtYSxnxpdLW3c0ZTd4WrdBQCgnYwAduGd/5obxcGHr3zvl0JSEJEh5TgkxyIypBREZEiO7ZxPyAeAmriH50AbGxu7efNmPXseHR2dPHmy3f3pM0dHRyLC5+YD480HxlszGHI1KYpy4ReeF+O2YYpiXoFnxC1FKRg3kAtZW5Xi1sKQUnA+DJnHFsydzT+MQwpD5rHm1pAUnA+HpBByNmU+tP9pH2U0WLZVjFcUEan00P6nIuVN2U9auxWcT1qfScF6X8WHEhIp2bmgGFvtJ5WCiCihgvFxGluV0LGIhEIFMT/dgoiEQsdDIfMPY6sRg42tQ6HjoZCRjc2EfMJ4GDoWkROKvbVgPfyJiAxJQUROhH5ywmhE+Yl5rPWH0eCQFbNF5ETIDOEnlGMRCSnHJ+S42A3leMh8WKzAGx+zVA3wxpPWVvNJ+yijq+9T98WB77E1cX5zGhsbE5E6v/0CvWlwKvAAAKBhZuH9F57vdkcAEZE/1u8XR55XFGpRAAYLAR4AAHhTFOXCQ58V5syjV33j9fucE+8J8wD6HgEeAAB4MNM70Nu+8fp95vR7KdhhniQPoF8R4AEAgJuiKBd+nvSOgPnuG2ERCVlJnhgPoP8Q4AEAQJF50TvpHUH2yhv3cIU8gL5EgAcAACJWdL/49s9wozj0h++9cZpSPIA+Q4AHAACiKMrFt/0m69Whz3zvjdMhRYjxAPoGAR4AgIFmFt7f9pvd7gjQLvuHp0PMqAfQFwjwAAAMKDO6j65QeMcg0A/fQikeQNAR4AEAGESKolwcXel2L4CO0g/fwox6AIFGgAcAYLAUC+/AQHr99ltCIsyoBxBEBHgAAAaFGd3v/zRz5oH8bdaoBxA8BHgAAAaCoigX7/90t3sB9JD87dOKMKMeQJAQ4AEA6HPFwjuAMndunw4R4wEEBAEeAID+pFjz5C+qzzBnHqjuf94+HVIULowH0OMI8AAA9Buz5H522XjQ5d4AwXE3fw+leAC9jAAPAED/MKP7fUvkdsCfu/l7FFGI8QB6EwEeAIDAK86Wv3dJSO497/VPPNfQ/qOZL7SpJ6jkKB8OCTPqAfQcAjwAAAFmltyH48aDLvcGFby+uOJ8eN+Lvy0iSqhg/lMR+2EoVDCfVwoiElIKoVDh1cc/5zz8of9S8hDt84P8GUrxAHoKAR4AgOApltzPPE1u70GvP1Wy5v+9v/dvxIroEhKRxtLggy99PmTk+dBxKFT49mMlBfmHdz7bXGdRzQ/yZ7jVHIDeQYAHACAAlNKUfvHM093qCSrRl37D/vu+f3tJRCRUEJFCqMWp710vrw5Z9fmh0PHXL3zR3jTxh8+29rVg+F/5Mwoz6gH0AAI8AAAlFF8F7ZZ/rXcn9nueKlbaKbn3kr/8tJnbz/7OlwrFGnvnvPcPnjPq80Oh4+uPXCLDt8//yQ9TigfQXQR4AMAgqpLSL/z0x1y7lvztelhHg/5cPP2vCOo96/vPPWP/rSa/VFCkR9YOfN8fPfPf/9kl++H7taUudqYvGRmeGA+gWwjwAID+V56uH/0HH3Vu9v67ERd+9klRFClpqTTVlW71fiFq7EHw/eeeUa9cNsvsSs9FuPf90TN2Qf4P37dBhm+Hv7pzr+I4sZDkAXQMAR4A0Fc8K+GP/v2PiNhpWumRYikCZP95R8n9yuUu9qQhk197evefbojIxa+xaELr/fDOfcYfFOQBdAwBHgAQbK7E/ujfm3Pkc8X+B+DDa583c/v9a5cLxkAKNbiCfLdNfu3pIeX4v/3yl42H//x//Hp3+9OXfnjnPmOJO+MhSR5A+/R4gM+tTyc0EXV+MzkTrrxDdPXa8nin++ZfIDsNAD3Dldjf/1MfFrGjOmEdrfG933pGREZ++0pBMReTD7Rf+eOnhpTCUOj4P038roj86l6s2z3qQ//vzlkR4Z5zANqqxwO8SU+vZc5ViPAAgH7nTuwnPiSKUFhHO/zFC2bJfTRxpdDZxeQ741f3YkNS+I8TmyLy4a8/2e3u9Kcf3TkrFOQBtEcwAryInt7OzVCwBoDBUJbY/6VzY4c7g0Hw5180c/sDX7hSCPX/KPvg3q8NhX7yH977FTJ8+/z1HdX4gyQPoIUCEeBVVdV1LbEeYc45APQnV2J/ZGhWYTo82uzPLhXXpXvgC1e62JNumfv6k1vv/aqIfOTrn+x2X/rZX99RjUt8XCc68jwAHwIR4M/OrZzfiqUbiPD5XGZ7K63pxiM1Oj83OzNuzcA3LkEvv64+n4nH0nrJten5XGZ767qmGw2panRuZXnccVDxavYzmfU14wXV6PzK8kxYRPLF59T5uZWZcfc1APlcZm0rrevlfSx5I1U6YPRAnd9cGd5eS7heHwB6kecq8Y+EZkX6v+yJXvDKupnb/8nnrhhDri+nytdp7utPDinHvz/+eyLy5Def6HZ3+tzf3Hmr4/xHngfgRyACvEh4ZmX+er0RPrceT1jZXUREdC2d0K5HV5PGoeORqGiafnhbxBlz8zeu6yISjdjp3Qj0jnZ0LRG7ZbdTdJiJJ+w9dS0duyWbc4exhFY8Mp1YE9cvBtn1mFbcQ0sntMPSde0a6MD2mv1zhQyfI70D6AGeQV3srA501p9umLn97atXCiEp8GuRw0dznxhSjr/6nn9Hhu+kv33zfucwrHTOFLI9AIeABPj6I3w+Y6R3NTq/MjsTDotIPre+ltB0LREfNiK0keC1bG55vNiSO7/n1mNpXUSNrlo173wus5ZIe8zl19JpNbq6uTwetvbR07GEfaj9XOll/JqmiTq/ujIzHi520dF0Ax3QNa8ZBQ5jY2OVPrCjo6PKn6bPPeHE5+YPn5s/HfvcTp06VXOfR5QPipQX1YlN6Jxv/25xkvzbP3tFhAFYzZPffOKr73lRRBZvfqTbfRlEP37zfuOP8suHqmR7w927d6ts5X+pQD8JTICvM8JbMdxZpA6PLydXZTqh2RHaI8G78ns+s6WVtzOT3JR4LK1tZWbHnWFZnbcydnj83Hk1reulz83MRdMJTW4d5sU5/z26mpwZt7q4Mn8rltbtphvrgKjzK8GbNV9PAADQmx5RZhyPiEToFd/6yjPOhw+uMEm+MU9+84mQcnx17PdF5Olvfajb3YHp794cqbTJSPtDQftOVf0XBwBVBCjAi4SNIFwlwpdNg7cYkd2O0GUJ3p3fb1zXRdT5WXc7YSOfX7+RnykGZvW8Y9J6ePisiF76nCdX6+abM2f2N9aBmq928+ZNz+fHxsZOnjxZvZ+Go6OjOvesX9/PBzN+8G755zYI2jHe+h7jrRkMOR96ZMi5KpMPPWPd+01hkrx/Czc/OqQcf/nd/753/k/dI+OtZ1X5F8X5DegzgQrwIuPLq1EtoZVXoE23D3URUYfPlB9ZeuG7K8F7B389HZtOe/aj7AJ6H84Ouxo4M6yK6M4yfXs7AABA4LgS+zuWrBq7MBekxZ76kznj0+6dGA8ACFiAtyN8ei1zruIl32XR2ENJWi7L78YPAfWq5/Ua1FgH2tEDAAB6gSuxv/OpK2ZpnYXo2u+pP5kbUo6J8QDQOwIX4F0R3nMP97XmXpxT0aXCxPuq68J1Qtc7AABAp7kS+7tiVo1docbeHfFvfWgodKwoChkeALougAG+JMLPlW4x6upe88tzWU1KJtcXE/w5KcvvldtpHffPDOY0AKOY3okOAADQC1yJ/d2f4jr2XvTpb3+QUjwAdF1AV2UdX16Niujpta1bJc+Hz51XRUTL5lwHGPm9ZKq5sa9+/caNw7L6u9XOVibvbmh9enp6Ol72fOP06zecjZRO4+9EBwAA6Aql1MOfuPzwJy8//MnL737yyrs/daXbvUNFn/72B5/7zgeMf2vd7gsADKiABng7wuuuS8Wt4JuIr2fyRsbN5zPr8YQm5eu+Gwk+ndakbP58eGYuKiJ6OhbP5KysnM+ZDUXnWjGxXU/H1s228+ZN34vd6EQHAADoCFdif88Tl8c+dnnsY5fHPn754U9c7nbv0JjnvvOBz37nX5DhAaArAjmF3jA+O69qafdab+GZ5OphPKHpWjqmOVdwV6Or7uvJw9Y92z1vPLe8Gr2V0HQ9nYiVrASvRlcr3oa+EdFoVNMSMa1Sy23vAAAAbWVnvF/8yGWuY+8zz3/3cWbUA0DnBTjAS3hmZf56rCzCy/hycjOS2d5Ka+YmNTo/NzvjsaydneDL87ujneuaWedX1eh574Z8iSxvRmQtYfRSja6uLLtabncHAABoKVdVdnzuS6IoXMfer57/7uOsUQ8AHcaCogNtbGzs5s2b9ex5dHR08uTJdvenzxwdHYkIn5sPjDcfGG/NYMj5YAy5U6dOOZ88N/ulgmJen2fmdjvAl1bg7SdLtyrmHyHPraXHhkq32n94HhuyKv/WQ++tUvKwYL+RUMHjdc0XsjaZhxTMTeY+BfNJRUREsbca/Q1Z/3RsDYUK5vNKQURCSiEUMv8QkVDo2Hg4ZG0dCh3bW4dCx0NKycMTxh/KsXGIsfOQGFt/EirZau4csh6auxkPQ8ch50M5dh4bksLn3/FfzU+vPV8sOcX5xvnNaWxsTETq/PYL9KYgV+ABAEBnuWrskQ9cckV0DKYXXnlMREIU5AGgzQjwAADAg+cqZb/0+CV3JRxw+OKfTQ5JwR48JHkAaC0CPAAAgdHJpb9/+VfWyia6E9lRl0uvPioiJHkAaDkCPAAAvcuV2N//i78lIhKyQpGx1b7a3LwqWxHzqmzHVpFCqPiweLW515XqopDV0RpXXn1/SDkOybFrJJPnAcAfAjwAAD3ElXMeffjzxrNix3UggL7851Fz3TsplOd5A6keAGoiwAMA0GXOMPPouz4nUrJkOtB/rv7FeXNdfSkYS9krjvn2nu7evduhzgFADyPAAwDQHXZcufCOVWu6u0IJEgPrxdfeO6SY96sz/6kch8S8B57rnoU26vYABgoBHgCAznHWGC/8/Ge52hyo03/+/jtDUrCDvYiEmI0PYPAQ4AEA6BBFUS6+/TOF0rXlADTjD/7ybVaqL9jVe9bMA9CvCPAAALSRM0hcfPtnutgTYHB8TR8JybF9mT13swPQNwjwAAC0nh0YLj7wnHnXN6bKA11y49bZkHG3RCrzAAKOAA8AQMsUc/voCokd6DXfeP0+Y1W8UNlMe8I8gEAgwAMA0JSSSfIjzxpPda03AOr27dfPGNPsldL/kIU8D6BXEeABAPCjWGx/62/YN4HrZocANOFP3wgXV7l3/AdOkgfQUwjwAADUxVWgu3j2GVEUFpMH+tL33jht/PfNNHsAPYUADwBANcVK+71Ljtu2E9yBgbB/eNooyzPNHkAvIMADAFDCXWkfjhvPdqc3AHqGfvgWEfO2EkyzB9AVBHgAwKA7deqU8+HFM08XH5DbAVRw+/ZpKa3Mk+QBtBsBHgAwcNw19nueMp7tTm8ABFz+9mmlbI49YR5AOxDgAQADoeRmb2/5deOp4j8BoGlv3j4dUhShLA+gbQjwAID+5C6z/+OYvaELvQEwYO7m7xERRRSWvgPQQgR4AEBfKS4af+rXikvFE9oBdMlRPqyIGPecpDIPoEkEeABAsLkr7ScXre/JANBzfpA/o5RV5gnzAOpEgAcABJL93ffCz33K8YjcDiAY/nd+2PiDsjyA+hHgAQDB4Kq0X/i5T3WrJwDQWn91514hyQOoAwEeANC7nKH9ws8+6djQhc4AQLv93zv3mlfLM8EegJdeDvC59emE5rVBVdWz5+dmz42Hwx3uUmsYbyy6em15vNtdAYAe4y6z/6NP2hu60BsA6JIf3rlPsX6qpCwPwNbLAb4iXdd1PaGl1ejqyvJ4MEM8AEBEyhP7P/wEWR0AnH5056yICHekAxCEAO9RqM7ncze2t9KariViQh0bAIJDKQvnF37m4yR2AKjHj+6oxZtjUpkHBlLvB3gP4fD4zPL4ueF4LK1rifUIER4Aekl5Srdd+JmPd7InANDH/uaOapxxqcwDgyOQAd4QnlmZvx5L61o2tzzuTPD5XGZ767qm6yIioqrROa+J9vlcZnsrrdWxU5Wmilezn8msrxmtqdH5leWZsIjki8+p83MrM2Xt53OZta20bh41N+u5R/X3klufTmjq/ObK8PZawvX6ANquSlIdZBd++mPeG/i4AKAN/vbNt1p/KkrZ/5vI80A/CXCAFwmfO6+m9dIEn8/EY2ndsZOua4nYrehq0lmmd+9l7DS/mXQG3/qaEhE5zMQT9p66lo7dks25w1hxCT5dTyfWpLR5ya7HtOIeWjqhHZZeD9BAB7bXrN8iRIbPkd4xAHokOb//pz5cbbPieqRU2lTlmIqbPJ6ucmxVDX2YSoU+9ca/EQDAj9+83/HIfeW8gVQPBFSgA7yV4G8d5sUoS+fWY2ldxLG6XT6XWUu4ZtrnM2tpXUTU+VWjLJ7PrccSmp7ezs3Y0bi+pkREREun1ejq5vJ42NpHT8cS9qH2c87mRTRNs3uQz62vJbTSphvogK5porp+figxNjZW6TM8Ojqq89Ouf0848bmdOnWqHc0+EpqtttkrSyoVnq3FbyoGAKAH/PjNkfL/d1X/Hfzu3bvt6w+AZgQ7wJv0w9siYZF8ZksTkZIKdXh8Jrkp8Vha28rMjhsz229c143dZsatnZZXo1pCK9by62zKpM5bGTs8bvymUPrczFw0ndCk+EODodiD8PjyyvytWFq3m26sA6LOrwRv1nybch16zSPKjPVnrexbYzvRGQCA1vi7N0dczzh/5h5q85c0fiAAfOuLAG8ygrk6P+te0s4s1F+/kZ+ZCdv5PVKy2/jytWvLjTZlUs87Jq2Hh8+K6KXPeXK1HjZSvvljRGMdqPlqN2/e9Hx+bGzs5MmT1ftpODo6qnPP+vX93C2j9t7yz20QtGO89T3GWzMYcj4w5HxjvPnAePPN33jr9+9oQID1U4A36OnYdNp7i5GNbx/qIqIOn2m+qaacHXY1cGZYFdGdZfr2dgAAAAAAECChbnegOSVh3HhQp7L47NFua9rypbEOtKMHAAAAAICeEuwKfP7wlogrvlZdzK3IfT26lzqbap+udwAAAAAA0CsCXYHPbaedV7OfGVbFnFxeTT271dlUU24d5ksem9fmG79GdKIDAAAAAIAACXCAz61vaeJc6C187rwqItpWJl+26/T09HTceN7aLZtz7pLPxKenp6fXc4001RT9+g1nI6Vr63WiAwAAAACAAAligM/n87n1eDyh6a7bp4Vn5qIioqdj8UzOCrj53Ho8oYlIdM7c0wrHCXuvfM68M7y9NH2dTTVFT8fW7Q4YN33vbAcAAAAAAMHR+9fAa4lprcImNbrqukR8fHk1eiuh6Xo6EUu7dnXcT31mZf56LF22l3OfOptqQjQa1bREzPHm1M52AAAAAAAQIL0f4D2oqnr2/NzsjNcidOPLyc1IZnvruqbr5s7R8n3DM8nN4cz2Vlqzd5pbWXa1V19T/kWWNyOyljC6oEZXO94BAAAAAEBwKIVCodt9QNeMjY3dvHmznj2Pjo5OnjzZ7v70maOjIxHhc/OB8eYD460ZDDkfGHK+Md58YLz5xnhzGhsbE5E6v/0CvSmI18ADAAAAADBwCPAAAAAAAAQAAR4AAAAAgAAgwAMAAAAAEAAEeAAAAAAAAoAADwAAAABAABDgAQAAAAAIAAI8AAAAAAABQIAHAAAAACAACPAAAAAAAAQAAR4AAAAAgAAgwAMAAAAAEAAEeAAAAAAAAoAADwAAAABAABDgAQAAAAAIgBPd7gC6bGxsrNtdAADODaqNAAARf0lEQVQAAADURgUeAAAAAIAAUAqFQrf7APQnY3bDzZs3u90RDATGGzqMIYdOYrwBgIEKPAAAAAAAAUCABwAAAAAgAAjwAAAAAAAEAAEeAAAAAIAAIMADAAAAABAArEIPAAAAAEAAUIEHAAAAACAACPAAAAAAAAQAAR4AAAAAgAAgwAMAAAAAEAAEeAAAAAAAAoAADwAAAABAABDgAQAAAAAIgBPd7gAQILn16YQWXb22PO61NZ9ZX7uu6bqIiKjR+bnZmfFwPc36PhD9rdp4y+cy21vFUaNGz9c3bHLr0wnN4/mKwxqDpMqQa2bkcIqDJ8/xls/EY2m9ylHVhxynOAD9jwo8UK/cuufXAmvjdCxtfUMVEV1LJ2LruXpa9Xkg+lyV8ZZbj8cSJaNG19KJWDyTr9Vo/vBWq/qHvlPtFOd/5HCKg7eq/0v1i1McgAFABR6oRz63Hqsa3xOaiKjzqysz42GRfC6zlkjrWiI+vJmcqVJq8n0g+lrV8ZZbT2i6iBpdXVk26pjmsNHTsfXh6lWm24e6UItCuRqnON8jh1McvFQZb+GZ5LUZjyOMwrw6v8kpDsCgowIP1JDPZdbjVb/a5jNbmohEV5PWvNDw+ExyNSoi+vUbVYqivg9E/6o13oqDZtmehWwPG9GyVSubuawmIurwmZZ1F8FX+xTne+RwikOZesZb+UGZtbQuos6vVP/Vh1McgEFAgAeqyWeMucqiRlc3jYhUvs+N67qIRCOlP/iPz86r1b+l+j4Q/aqO8WYWmCLu8tJ4JCoicuuw2i9Gh7dERD1/jsInTPWc4nyPHE5xcKlvvJUfVV985xQHYDAwhR6oxV5zKZf13F4pUYWHz4ro+uFtEe8vE74PRD+rMd7Gl69dW/bZ9O1DXUQ9P3w7s76W1nQREVWNzq0ss6LYQKt1ivM9cjjFwUPt8eaS207rIhKdq3nNBac4AAOBAA9UU+FqPCfzJ3+PKXtnhlUR/dZhXjy/PPg+EH2rjvFWiTl1tFrpyRhxejqRKD6n61oiVvnWCuh3dQ05nyOHUxzcfJzi7Oswap+jOMUBGAxMoQeAwLO+41YtURn1UBE1urp57dq1a9eubW7OR1UR0RJ1rGCPgcXIQdcY5Xd1fraO/M1ABTAYCPBAm+mHtzt8IAZNbj1Wx3dc8/5KzuXvwuGZZZYUQw3tGjmc4lBTHVOLbJziAAwIAjzQZr7Xw2UhXdQjtx5PaCJqdLXGXbnCM8lr166VTyQ1lr/j6y0qadfI4RSHGuqaWmTjFAdgQBDgASCo8pn4dELTRZ3fTPq/wvPMsCqUQ9E4Rg7aqsJtDBrGQAXQXwjwQJPCw2fF+6uBcT3e2eEKpQPfBwIiIrn1uDlzfrNG7b0ulEPhT8WRwykOzal0GwN/OMUB6BcEeKBZxo/75fffrrwEc7MHYuDlc+tG6T26eq3O9J7PxKenp6fXc2VbSFOoxv/I4RSHZpjXv9c7TjjFARgUBHigWeFz51URPb1d+rXBXDu3yto7vg/EgMutxxKaNDhx3iiHipZ1fb21rjJtUZULfcf/yOEUhyaYv/PUPU44xQEYFAR4oGnGt1TREvH1nFFqyucy8UTttXN9H4gBljeGSOMT58dn513DTfLFafj13KQJg8n/yOEUB/8arptzigMwIE50uwNAHwjPrKwexhKariVimuP50nXB85l4LK2XBK/6DgSKjOqliJ6OTac9tkdXzUWYy8dbeGZl/nosrbuHm0RXVxhvqKzOkcMpDi1U80ILTnEABhUVeKAVwuPLm6vzUdV+Qo3Ob5bfzaaFB2IwGVeF+hWeSV7bXI2q9nhT1ejq5jX7psmAN/8jh1Mc/DEK8A3iFAdgECiFQqHbfQAAAAAAADVQgQcAAAAAIAAI8AAAAAAABAABHgAAAACAACDAAwAAAAAQAAR4AAAAAAACgAAPAAAAAEAAEOABAAAAAAgAAjwAAAAAAAFAgAcAAAAAIAAI8AAAAAAABAABHgDQAruLimEieVDXjou7Hs/WOrgl/L/WQXKirOdoKT5iAACqIcADAFopu/REJ1J4F+wuji5lZWHn6mS3e9LHRuIvbkQkNdWRn3IAAAgcAjwAoLX6M8LvLk6lRCIbzxLf22sk/vxCvw4iAACaRYAHALRa4+lr8mqhUCgU9uIjbepSkw6SL6REIhsv9moH+8nksxsRkezSJSbSAwDgQoAHALRefxVQD5JPLGVFFp4nvneEUYSX1BTXwgMAUIoADwBooYWdnQUR6asIv3tpKSsiC48ze75TjCK8pF7olzEEAEBrEOABAC01edVHhHetDO+9VL3JWKi8bBn5g93k4sSEYpuYWEzutiL+7b6UEvHM71ZPFnet13e+evHFXV1ruGPut9boe3N+uqVtNdZQp96viIw8NhsRkez2yyR4AAAcCgAANM0M7bKw43wkkY39qju6nrV3996rUCgUCvsbkbKmrec8RMqacL9WdVbTHj0pbtuw33CphZ1CYWfBs291vnxhv0LT3u/Nm/2ONyr0pc52OvF+3S/W8HEAAPQzKvAAgJbzVYUvaeBx4/jUS+4a/MHL21kRkcjsY+YF6QfJidGlrIhEFjZ27LS3v28kyWxqaqKZS6n3X82K1Jg/n1qaSklkwX7xfSvEpqYmJqZS2cjCxv6+tckMwfV9MgfJJ6ZSIiIRx1uzG8k2dpV4dmmpQl8anKrevvfrMPLAQyLU4AEAKEGABwC0gSPC+1pM3Erwr7xWGt/K8ru5wJzIws7e1fikvcrcyMjk1T2jittoPnUy589HHhytultkY3/vqv3iI5NXnzdL1Nms0bGREWtTfM/6ZF7dr/Xq1rtd2NlzvDVnI+W/cFRV1hezzt1oTG7T+y1hDgESPAAARQR4AEBbmOuQ+V1M3Du+2YnWWhC+GHGvepTIR+IvGhHe7y3JDl57RUREHnqg6vrz5evTWz9AeN05fvRB44Nx/zhRmcee5o33Cl5vuxKPvph17gbTdbvfb8lxjQZ/AAD6GAEeANAeVnr2GeGtBO+Mb3Zctya0lz1R1gkzoDYaHk3mBPoaBfhqmz2iv9Wn2ux4vTRqLDfXXC3a62cIK103om3v15vPf3cAAPQhAjwAoF2ai/BmgndMEjfv5+aI62bAltSUUoFxCXl7y7g16vNNmLxqXV6ezaaWpkZHi0vHNx5qa10HULf2vd8SzQZ/AAD6DwEeANA+TUV4d4K3rkcvn6Tdxyav7u3vbCxEHHVyO8u36kZ5AAAgIAjwAIB2aibCmwnenEJt5Xd7+XmH2vdBa+Ra8R4zMhm/urdnrKy/seDI8tnU0tRoM0vsAwCAYCHAAwDaq4kIbyR4YyE7z/zud320YBoZmYxfNbO8dXs2aWKJ/R5nrSAIAAAsBHgAQLs5I7x5TXqdigneu/5ur/JW6V5jB8kJRVEUZcJfyu3uQuhW5z1+9mji9myB06FL7gEACAACPACg/YoRvkFmgn/1kpHfy+5fZt2sLrv0hFdEt5e9K7vvWX2aXMS+SSOPzUZEKhXZrQJ1y9am6zX13QIAAIBBQoAHAHSC3whvJPhUysjv5XeLs9vNLo2WLOp2sJucMNegb2LZO+/b0beBVW0vKbePxJ83Xn5pdGLRufD8wW5yYrT8twnPRlrVmdaq/RLV1jwAAGBAEeABAJ3hM8KbEVqk0t3eR+J7+2aGTy1NjVr3jxudMgJuZGN/z1/53fny3ZqnPnnVfm/mTeTcby7Aq/NVZU4wIL8DAOBAgAcAdIq/CG8l+Cp19JH4XsG42Zqj+UhkYWNnv9BMene8vON29J1V4b1FFnb2m39zvevg5e2skN8BACilFAqFbvcBAIAetruoTKVEFnaCfC+6gDkwLhHgMwcAoAQVeAAAqjIXyuvf+7X1HmPxwSbWLgAAoD8R4AEAqM6c+p9dutSlafQD5iD5Qkr83zoAAID+RYAHAKAWczl4ivCdQPkdAIBKCPAAANQ2eXVngSJ8Bxjl98jGi5TfAQAoQ4AHAKAexh3dUlPtuzc65CD5xFJWFnb6d3l9AACawSr0AAAAAAAEABV4AAAAAAACgAAPAAAAAEAAEOABAAAAAAgAAjwAAAAAAAFAgAcAAAAAIAAI8AAAAAAABAABHgAAAACAACDAAwAAAAAQAAR4AAAAAAACgAAPAAAAAEAAEOABAAAAAAgAAjwAAAAAAAFAgAcAAAAadJCcUKpb3O1Sz3aTixMteXHzPTrb2l2s8G4nJiYWk7sHB5Ua8fFJmUdOJMsbtfoyMTGxuJhM7lbYQ0QOdpPJxcWJia796wBajAAPAAAA9IvdS1NLqWzHXzabzaaWpkZHJxarpOmGHLy8nRURyW6/XLHFbDabSi0tTV2qlM53L00tLaVS2c5/IECbEOABAAAAfxZ2CpVcnex259rG413v7+9sLEREsqmpUY9id2Rjv+IH5f1J7V5aysrCwkL1BC8SiUREUi95J/jdl1LGDkDfIMADAAAAaMrIyGT86t7+RkREUlPNz1fffSklEnnw2ccXRLJLFSvsIvLQQxUT/O5LKYnMzj7UbGeAHkKABwAAANrFuGrcdSG3x9XlYl69bl8xPlE2G91oanFXDnaL+00s2peAHyQnFGUqJSKSmnK3X6vxmpec12Mk/qIR4StUxOtm5PfZx0YmH1+o0d6Dj89WSPBGfn/sgea6AvQWAjwAAADQbQfJidGpJcfV2tlsamrUYzW6V16YGJ0q7pdNLXlOWvfXeNNGHpttQYK387tI7QQ/+ph3gt99KSXy0AMjzXQE6DkEeAAAAKC7dhdHl7IikYUd61rx/Z0N45Jyd8rOZrNi7ba/sxARsdLrSHyvUNhZELGuUjcvLq+v8ZH4XqFQKOzFm0u8ZoJ/5TX/hfyD5At2frcT/AuVZwaMeCb43ZdSIguP9+9KBBhQBHgAAADAH2OqerO3kDMSqyzs7F2dtOLzyGTcuKS8LLpGNvat3UYmrz6/IFI1LzfWeKtkX90vebg0WukmcmVz9o3l5638biX4akvZeSR4412T39F/CPAAAABAF5mJdeNZd9o0gqk7upbOCh99MCJledl/491ndHjh+eJMgDoS/AMPSUmCNxshv6P/EOABAAAAfyrcRs7PLeS8itSjS1lxp/PIg6Pta7xdqtxGzjVn3yt6mwm+ymL0rivlye/oXwR4AAAAoIv2X83W3qknG6/8gr5+ZhArersvTTCW1q+2lF1Jgie/o48R4AEAAICuq1Kk9lPQ72DjJQ5ee0XE9+rvu5eWqv3eUF+CJ7+jnxHgAQAAgC6qdRl77zZezkzgPtPz7kvGensevzPsGzeYr7zonp3gye/oawR4AAAAoF28ArQ5T9xi3Tu9PJzuLnqu096Itjbutrv4Qko8l8yr73Ajv3tGb/N9VFnKzvikX3npEvkd/YwADwAAALSLsUC6pKYWdw9ERA52kxOjrnniI/HnjVXaRieSu1Y+PdhdnJhKSemC7PVy3Fau9Y17ODg42F2cmJhKZUUiGy/6a7Nafq8jwZvL6qdS5Hf0MwI8AAAA0DaTz25ERERSU6OKoiijU0vZhZ2dBddOV3cWIiKSXZqylosfNdLwwk5jF6mbFf+l0WJ1vb7GD5IT9VbkXUvMKYoyOjo6lcoaTe55xPcq94G3XtO6X33F6G0l+IqL0Zs7iP8l9IDeR4AHAAAA2mckvre/sWBGS4ks7Ox7RfLJq3v7OxsLEWs/iUQWNnb29xpdY24k/mLxxVrdeGURo8WC7ybNywqqlc6tgF5xKTtrh8jsY62YVgD0IqVQKHS7DwAAAAAAoAYq8AAAAAAABAABHgAAAACAACDAAwAAAAAQAAR4AAAAAAACgAAPAAAAAEAAEOABAAAAAAgAAjwAAAAAAAFAgAcAAAAAIAAI8AAAAAAABAABHgAAAACAACDAAwAAAAAQAAR4AAAAAAACgAAPAAAAAEAAEOABAAAAAAgAAjwAAAAAAAFAgAcAAAAAIAD+P5520b19tNRtAAAAAElFTkSuQmCC\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 19,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPMagangue.png',width=1000,height=1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Caudal medio aproximado sector Las Flores (1967-2018)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 20,
"metadata": {
"image/png": {
"height": 1000,
"width": 1000
}
},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import HTML\n",
"from IPython.display import Image\n",
"Image(filename='DistPCaudales.png',width=1000,height=1000)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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