From 5bd727aa489e22e14a4fde48284b4a7a05f107d1 Mon Sep 17 00:00:00 2001 From: Chris Greening Date: Sun, 2 Oct 2022 15:38:17 +0100 Subject: [PATCH] Adds chailin's corner cutting algorithm to smooth corners --- coil.ipynb | 69 ++++++++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 56 insertions(+), 13 deletions(-) diff --git a/coil.ipynb b/coil.ipynb index c7e1cf9..ee8b081 100644 --- a/coil.ipynb +++ b/coil.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 133, + "execution_count": 102, "metadata": {}, "outputs": [], "source": [ @@ -14,14 +14,14 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 103, "metadata": {}, "outputs": [], "source": [ "# create a square shape\n", - "template = [(-1, -0.95), (-0.95, -1), (0.95, -0.55), (1.0, -0.45), (1, 0.45), (0.95, 0.55), (-0.95, 1), (-1, 0.95)]\n", + "# template = [(-1, -1), (1, -1), (1, 1), (-1 , 1)]\n", "# create a triangle\n", - "# template = [(-1, -1), (1, -1), (0, 1)]\n", + "template = [(-1, -1), (1, 0), (-1, 1)]\n", "# interpolate the shape using numpy\n", "\n", "# create a circle template\n", @@ -31,22 +31,22 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 143, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -62,7 +62,51 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 105, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 105, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# apply Chaikin's algorithm to the template - corner cuttine\n", + "def chaikin(arr, iterations):\n", + " if iterations == 0:\n", + " return arr\n", + " l = len(arr)\n", + " smoothed = []\n", + " for i in range(l):\n", + " x1, y1 = arr[i]\n", + " x2, y2 = arr[(i+1)%l]\n", + " smoothed.append([0.9*x1 + 0.1*x2,0.9*y1 + 0.1*y2])\n", + " smoothed.append([0.1*x1 + 0.9*x2,0.1*y1 + 0.9*y2])\n", + " return chaikin(smoothed, iterations - 1)\n", + "\n", + "template = chaikin(template, 5)\n", + "plt.pyplot.plot([x for x, y in template] + [template[0][0]], [y for x, y in template] + [template[0][1]]) " + ] + }, + { + "cell_type": "code", + "execution_count": 106, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +126,6 @@ " except ValueError:\n", " pass\n", "\n", - "\n", "points = []\n", "for angle in np.arange(0, 360 * TURNS, 1):\n", " intersection, segment = cache[angle % 360]\n", @@ -97,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 107, "metadata": {}, "outputs": [ { @@ -106,13 +149,13 @@ "" ] }, - "execution_count": 145, + "execution_count": 107, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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6XEbFWZMtCo0eFbYMDSdqOlUjMwcAkBjmzwuavDgJcmIlU+7f80zgtgOfdrOzpxg5scHD+mfORqxSKJQzh4qXKSJeWvsGcPcXx1HSqgQA3DI/CY+uyJxynyR7tIZhQuV05R/OgTpfJnGZzEaP1oByu+xMebva4cQXwG4n5rIz7PdgSP1pOeR0qAZM7JSY3XRT/4Cj/i9vFMpC2M3AMinyZVJa0qNQnAAVL1NAvHQoB7HytX1QDpgg8fPCC1cVYFl21EQfizj25R9OrLT1j17+cee+nj6dcVjJqbxD5bDUBbCr+PPibGaJ8aywObkvhzIchmFwondgmJip6Dj15N30BPb1lBY59SbvKBTSUPEyBcTLo/8txVdHWpEZHYT3bjgH8SH+E30kweHKP6xIYS8u1Z0ahxeXlIhAu6zK5F1sphwwDjUFd7Ci5oSDpmwASAoPsAkaVtTkxNIpp9PBjcbbNwM7yoAFeHsgP37Im6swQYrIoKm384hCERIqXia5eGno1mLZS3tgZYBv/zwPM+x8ZtyZHq1h2P6ZkjbHOz7CA32GmTrmxbtO+WciUA2aUNGuQmm7CmVtKpS2Kx1maLix7bw4qU3QSJBFF+udlpO3TZe2KaEzWkbcLk7qx/fNUCNKCmX8UPEyycXLXZ8fw5bSTizNisJ7N5wz0cc5I8a61Zfbrsr1qRTIJG5X/pkI+nVGm5hR2tyfVQ7HiT3FImREByE/XsKLmsmatRIKi5VBnUKD4hYlX76sVWhw8jupl4cIWTHBtskmtol+GjWipFBGxWXEy969e/H888/j6NGj6OzsxP/+9z9cdtllo96+qKgIS5YsGfHzzs5OREdHj+kxJ7t4KW9X4eLXf4FIBPx03wJkRrv+35Et/2iH9anUdDku/6Ry5R+7rb70QioMCrWeFTJ2oqbXwWi9t6cY2THBNkHDjo2nRATSHo9ToNGbUNamwnG76SZHSwtDeCNKtiG4QDZyZxCFMlUZz/WbaAFcp9OhoKAAN998My6//PIx36+mpmbYwSMjI0kczy15/ucaAMDqgliXFS7dGsOwPpXSVhU0DkwdI4J8hvWp5E/Brb7OJDLYF0uzfbHU1tjNMAw6VHqUtbG7b8raVChtYye1OJHJ4eflgdy4YL4hOC9OgsQw6hbOEeTrhXmp4ZiXGg6AfW7b+geHjWqXd6jRP2DC7ppu7K7p5u/LbWvmyqCZ0UHwpIKdQjklTisbiUSiMWde+vv7IZVKz+hxJnPm5VBjL65+51d4ikXY+eAiTAsLmOgjYdBoQXmHiu0JaDt1+Sc/js2ocHtVYiW+NIXuYnATOKXtKpS2KlFqm3QacNDjEeTrOWzCqUBG/01PxckbsI+3Kh02W/t5ediMKIfc2qMltBmYMvlxmczLmVJYWAiDwYDc3Fw8+eSTOO+880a9rcFggMEwtLFUrVY744hOh2EYPuty9SzZhAgXq5VBQ7cWx227VEbzmRGJgLRItvzDbarNiKKfJt0BkUiExPAAJIYH4NKCWABsj0djt9bWO8MKmsoONTR6Mw409OJAQy9//4ggn2E9HvnxEjrhZMPbU4wC2+8Eh71Dub0R5eHmPhxu7uNvFx3sy5dTC2xikT6vlKmMS2VeampqUFRUhHPOOQcGgwHvvfcePvnkExw6dAgzZsxweJ8nn3wS69evH/HzyZZ52VUtx80fHoGvlxh7Hl6CqGDyn8QUGj1KWlWnLf9E2so/BVPY1HGqYbJYUSvX2KabVCgZpY9JLALSo4JsC9/YLbapEdQwcTTs+8O4RvYa+cgPCNzzav8BYSq6vlMmFy7TsDvsgcYgXhyxaNEiJCQk4JNPPnH4544yLzKZbFKJF6uVwarXf0FVpxr/tygZay/KIvI4TT067KiU8/0Ojso/fl4eyIuXDOtViaGlAgqGlxCPt/ajuEWJDge2B0E+nsiXSVgxY8smhAf6TMCJ3YMBoxllbaphG6QdPa/+3my5ibMFKUyQIkbiNwEnplDODLcvG9kze/Zs/PLLL6P+uY+PD3x8Jvcb3+ayTlR1qhHk44k7FqYIHp9hGHx6qAVPba6E0TxkZmdf/im0XWjSowKnZPmnV2uAWCRCCHUlHhU/bw/MSgzFrMRQ/mdytd6WRWDFTGkbm73bX9+L/fVD5SZZqN8wMZMTGwwfT7ojBQD8vT0xJzkMc5LD+J8p1Hq+zFRst3vmUFMfDjUNlZuign2GZWfy46nVAWVy4PKv4uLiYsTExEz0MSYMk8WKl7axvS63L0wW/OKp1puw9tsybCntBADMTgzF4syIKf1GpzOYUWYrhZS0KVHSquKzUHFSP+TGBfPeQrlxEpo1OAVRwb5YkRuNFbnsqgOzxYpauZYXM8dblahXaNHaN4jWvkFsKukAAHh7iJEVG8wvfJsuC4EslO734YgM9sXynGgsz2GfV4utH417Tkta2XKTXG3AzxVy/FwhBzBkdVAgk0z5DyQU94Zo2Uir1aK+vh4AMH36dLz00ktYsmQJQkNDkZCQgLVr16K9vR0ff/wxAOCVV15BUlIScnJyoNfr8d577+H111/Htm3bcMEFF4zpMSfbtNEXh1uw9tsyhAV4Y+8jSwRt0itvV+HPnx1DS98APMUi/OWiTNwyP2lKXSA492FWpLBCpU6hwckG1CIRRiwh44iR+A53fo4Lpqvix4Fab0Jpq2rYFE6fg/0zYQFDxprTE1zLWNMVGTCaUd6uRnFrv6137RSlYK7cREvBlAnEZXpeRls6d8MNN+DDDz/EjTfeiObmZhQVFQEAnnvuObzzzjtob2+Hv78/8vPzsW7dOocxRmMyiRe9yYLFzxehS63HuouzcfP8JMFiqwZNWPz8bvQPmBAn9cM/r52O6ZPEZmA0GIZBa98gjtvezEvalChvV8FgVyrjiJX48pMhBfFsE7KVYVDRrh4yS+xQoalH51DURAX7nOT8LHFKk/VkwP7fiWtcrexQwWQZfanh9ASaRRgLnNUB56491h1M1OiT4gxcRrxMBJNJvLy7txHP/FiFOKkfdj20SNAegBe31eD1XfVIiQjAt3eeB4n/5Htj6tUaUGprdOQyK/0DphG3C/L1ZHfP8GJFgsgxCg2N3oTKDtYoscL2vaFb61DQRASdLGiCER1MP+GOBb3JgspOtd1Icb9D/yauaZUTM9MTpFQ0noKxrj8AWKNPzuSzIF6C7Nhg+HtPvbIyhRxUvEwC8aLRm7DwOTYz8tyV+fj9OTLBYndrDFj0/G4MGC14+48z+X4Ed4abdOHegEvaHJsTcr0UhbalagUyKZIE3hSrM5hR2WmXoWlXoV6hHVGKAoDwQG9ezOTESpAXL6GL3sYIZ+R53DbKX9KqgtZBFiFW4svvnSlMkCIvjhomngr736XjrWwz8GhGn+lRNl8sm6DJjA6GtyfNfFHODCpeJoF4eXl7LV7dWYeUiAD8fP9CQVPh63+owAf7m1EQL8F3d53ndhdKs8WKOoWWb6gtblWh1sEuDIBdvc5NWhTES5EZEzQhUywDRjOqOjXDBE2dQuvwzKEBnKAJRm4sm6mJD6HNqqeDa1rle2dalKiVj+xf8hSLkBkTxE83TU+QIik8gD6/p6BPZ0RpmxJlbSqU2JYVKjSGEbfz9hAjKyYIeXyGRorUSOqLRRkbVLy4uXjp1Rqw8Lnd0BktePO6GViZJ9y0VbtyEEueL4LRYsWnt8zB/LRwwWKTgPOIsW+oLWtXYdA0cl29/bK8QtuyPFdu6NSbLKgalqFRo1Y+ctEbwBr65XLZmTgJ8uOpoBkLWoMZpW1DI8XHW5XodnDRlfh52TUDs9+l/nQs/lTI1XqUtCp5s8/SNiWUDsqyJ/ti5cdLkUjdtSkOoOLFzcXL05sr8d4vTciLk2DT3cJmRh75bwn+c6QNc5PD8Pltc1zuDaRfZ+THkznB4sj5ONDHk/fT4fpVJoP/i95kQU2XxtZDw4qami7NiGZVgBU0efFS5Mex5aaCeCmign1c7t/UleDMKI+3DI1qj9a0nRQeMMzqIDOGOpyfCq7RuqRNya8aKG9XQefAFyvY1xP5tkb4ApugoRNOFCpe3Fi8dCgHsfiFIhjNVnx082wsSo8QLHZDtxbLXtoDKwN8++d5mDHB00V6kwUVHSoUtw7tVHFkVOflIUJWTDAK4rmsigTJ4VNnxbzBbEFtlxblHUMlp+pODYyWkRfciCAf5NuZJebF0z00p8NotqK6S23nAK1EU49uxO18PMXsSDE33UTNRU+LxcqgqUeLklY2M1PSpkJlp3rYMkyO8EAfW2ZGwk/40dfu1IKKFzcWL3/5phRf/taKOUmh+PL2cwV9Y7zrs2PYUtaJpVlReO+GcwSLOxYsVgb1tj6VYltGxZEXDgAkhwfwUz8FMimyYoJpg+VJcIKmtJ0ddy1tH73vJ07qx5aaZBLkx7ENq5NxukxI+nVGFLcNiZniln6o9aP7enHTTdQw8fRwu5VK21Qoa2ezrI78mwD2tbskMwL3L02nQmYKQMWLm4qXxm4tlr28FxYrg2/unIuZ00JPf6cxUt6uwsWv/wKRCPjx3gXIiiH33DAMg06VnhcqxS2jp4/DA7l9EqxQyY+T0gvrGTJoZMeJy9qG+hBGG9tODPPnJ0S48W160R0dq5VBU69u2HRTVefohonTE0L47cAp1IjytHCj8KW2HpqSNiUa7XYoBft64uEVmbh2dgJt/p3EUPHipuLl7s+PYXNpJy7IjMS/b5wlaOwbPziMoppurC6MxavXTBc0Nsf++h58sL8ZJW2OmyJ54zi7plpa5yaLRm9i98/YLghl7SqHpTlu4VueXco+m2a8Tgk3Umw/3dQ5ihFlgd3CN2pEOTY0ehOOnOjHCz/XoKJDDQDIjQvGU6tzJ/1CzakKFS9uKF5IZkYON/Xh9/86CE+xCDvWLEJieIBgsQF2dPnlHbV4Y3cD/zMPsQiZ0UHsm7atV4WOTLoGygEjytpVbHbGNv7qyKXYUyyy2+PBipr0qCC6x+MUdKn0KG7tx3GbmClrczwZZ29EOT1BimxqRDkqFiuDzw6dwAs/1/Clu2tmyfDIikyEUqPUSQUVL24oXkhlRhiGwe//dRC/Nffj2jkJ+Pvv8gSLDQCdqkHc90UxDjezTrbXzJLhqnPikRNLF4G5E90aA8ra2ZQ9t8ujR+tgj4enGFkx7JI/rs9jGh17HRWzxYoauWZYM3C9Qjvidt4eYmTHBg8b1U4Ipc+rPT1aA/7xUzX+e7QNADve/siKDFwzi5aSJgtUvLiZeCGZGdldo8BNH/wGH08x9jy8RNBx4t+a+3D7x0fQP2BCoI8nNl6eh0sKYgWLT5k4GIZBl1pv26tj66FpU0E1OHKPR4i/17Cm1QKZlPrgnALVoAmlds3Ax1v6HdpWhAZ4oyDe5v6cwPYn0d0zwJHmPjz+fQWqOtlSUn68BE+tzkWBTDqxB6OcNVS8uJF4IZkZsVoZXPz6L6jsVOP2hcn468oswWIbzVac/2IR2voHkRMbjDeunSF4OYriWnB7PLgm7OLWfpR3OB57TYkIGOYvlBEVRA0TR4FhGLT0DQyJmVGMKAF29wzXO1MgkyI7Zmqu4zdbrPj01xN4cVstNAYzRCLgmlkJeGR5BkJoKcltoeLFjcTL7moFbvqQTGZkc2kH7v78OAJ9PLH3kSWC1oc/+fUEHv+uHOGBPtjz8GI6qTJFMZqtqOpUDzWttjre1ePn5YG8eAk/gVMoC5kUSwVJYTBbUNnB7p4ptpkmNjt4Xk8uNxXET60yXrfGgI0/VeHbY+0AAKm/Fx5dkYmrz5HRCS83hIoXNxEvJDMjZosVF768F409OjywNB33LU0TLPag0YJFz++GQmPAhtU5uH5uomCxJwrVgIltYm1XorZLgyiJL3Jtq/in0sVACHq1BtZzineAVkLjYEdKjMTXbiV/CPLiJPDzpn1So8Htnilu4Ty9HK/jD/H3GjbdVBAvnfTZiMNNfVj3fTmquzQAgAKZFE+tzkF+vHRiD0YZF1S8uIl4+aGkA/d8cRxBtsyIkG8wX/3Wgke/KUNogDf2PrIEgQJmRv61pwEbf6pGfIgfdj242O3S1lqDGRXctE27CmVtjj/VcgT5erJCJl6CnNhg5MVJkCiwE/Vkxmpl0NijxXFOzLQoUd2lHmGYyE2o2ffPJIfT53k0GIbBid4BPjtT3KpEZYfa4eblxDB/u1HtEGRNkEEpScwWKz4+eAIvba+F1lZKunZ2Ah5enkF7hdwEKl7cQLyYbJmRph4d1ixLx70XCJcZ0ZssOP+FInSo9HhsVRZuXZAsWGy13oSFz+2GcsCEF64qwJUz4wWLTQLWgmBsi9sSQv2RFy9BZlQQOtV6VLSrUNWlcdjTEeTjiezYYJv7M7vkjV5ox86A0YyyNhUvZo639kOuHjndFOzL7kjhlr4VyiZ/FuFsMJgtqOrUsAsiW0e3OvD2ECMrNph/Tgtkk8csUaHWY+NP1fjfcbaUFOLvhb9clImrZtJSkqtDxYsbiJcvD7fgL9+WISzAG3sEzoz8+5cmPLW5EjESX+x+aLGgI8svba/FazvrkBIRgG0PLHKpEUXOo4Yb9z3VyvxYiS/ybIZweTYB4uiiaLJYUSvXoNzm+lzWrkJVp9qhkV+At8cwQZMXJ0FyBN1tM1Y6VYPDJnDK2lXQmxxnEbjMTKHNPsLdsn/ORDlgtPXNqFBs2w7saLpJ6u/FemLZXMsLZFJEBbtvX9Kvjb1Y9305auXsaHqhTIqnL8tFbpxkgk9GGQ0qXlxcvOhNFix5oQidKj0evzgbt8xPEiy21mDGoud2o1dnxMbL8/CH2QmCxe7VGrDwud3QGS1487oZWJkXI1js8WK2WFGn0KLUllEpO4VZYXigD7sG32b6lhsnQWTQmb8pmy1W1HdrUdbGmiSWtbNmc44utH5erKDhsjO5ccFIjQikkzdjgPPAOW4TM8WtSjR2O8gieIqRGxs8bLopTuo3KbIIJOCmm+zLTRWjTI1FBfsgL44d086XscLGnTJfJosVHx1oxsvba6EzWiASAX+cMw0PXZhBbUhcECpeXFy8vLevEU9vqUKsxBe7BM6MvL6zDi9ur0VSeAC2PbAQXgJeJJ/ZUol39zUhNy4Ym+6a77QULOdMy+0aKW1TjioWpP5eyIsbWnGfHy9BdDB5CwKzxYrGHh3K2oacnys71Rhw4Ofk68UuesuLkyA3lhU1aVGBgv5bTVZUAyabYWI/f+F11LQaHujDL3ubniBFfrxU0OzmZIPLWpa0qfgSa61cM6IvCWC3A+fzvljs75mrP7dytR7PbKnCppIOAEBYgDf+clEmrpgRT0tJLgQVLy4sXjS2npH+AROevSIPV88SLjPSrzNi4XO7oTGY8dofpuNSARfGdaoGsej5IhjNVnx40ywszogULLY9XBMi10hbastuODJ1DPLxRK4txZ0fzzr6xoe4ziduTnSVtatQ1qZGeYcKFaP8XbjNtbl2WRq6iv/0MAyD5t6BYf5CVZ3qEW7lnGFiod2oNrWrODUDRjMqOtT8B4bSNpXD/hmRCEiJCOTLTfm2/TOuuGH7QEMP1n1fwW85njktBBtW5yAnlpaSXAEqXlxYvLyyoxav7KhDckQAtt2/UNDywcafqvCvPY3IignGlnuEzYz89X9l+PxQC2YnhuKr/zuXiED479E2bPyxCr0644g/8/PyQG5cMPLipDax4p4TP5w7cXn7UMmpol0NjWHkKLG3hxgZ0UE2XyH2Uy7N0JwetklbNWy6qV05OOJ2gT6eyI+X8GKmUCZFRBA1TDwVqkETytttJp+2TKij55bzxSqQDfWVZUQHucRr12i24sMDTXhlRx0GjBaIRcD1cxPxwLJ0uhl6gqHixUXFS58tM6I1mPHGtTOwKl+4nhG5Wo9Fz++G3mTF+zeeg/MzowSL3dyjw9KX9sBsZfCf/5uL2UmhgsUG2E94j31Xzi+a8vYUIzsmmDUEjGMbB1MmceOr1crgRN/AMEFT3q7iTejs8fEUIyc2mM805cdLkBQ+eZ8boVCo9fzOmeMt/ShtUzks6cWH+A0b1c6Jdc0Mgith74vFZWl6tCM/gPh4sgv12AyNFAUyCZLDAyfsA0inahDPbKnC5tJOAEB4oDfWXpSFy2fEuUz2dqpBxYuLiheuZyQnNhg/3C1sZuSx78rw6a8tmDktBP+9Y66gv3z3f3kc3xV3YHFGBD68abZgcQGgpkuDP392FA3dOohFwANL0/F/i1KmfLmEW8Vf2q5kl+e1soLGUYYmwNtjRPmMmvqdGouVQS1vmMiWnOoUI0fovTxEyI4Z3gxMn9tTwzAMOlV6lLYpbT00rKBxJMa5126BjH3dLs6IdHr/zP76Hqz7vhwNtmbwWYkh2LA6F1kxrnX9mApQ8eKC4oVkz0hL7wDOf7EIZiuDL28/F+cmhwkWu7pLjYte3QeGATbfM1/QMcOjJ/pw3XuHoDdZERXsg1evmS7o2ScbViuD5l7dsE+4FR1qDJpGZhAkfl585ooTNTES8o3L7oxGb0Jpm2pY/4yjEmZogLfdZmC2GZiWG04Nl13kemdK25Qobx/52g0P9MFfV2bid9Odm/0wmq349y9NeG1nHQZNFniIRbh+7jQ8sCwdwb7039ZZUPHiguJl7bel+OJwK2YnheKr24XtGVnzVTG+Pd6OhekR+PhmYTMjt318BNsr5ViZF403r5spWFyGYXDZmwdQ0qrEvJQwvP6H6QgLpP0G48VssaKhWzfUg9CuQtUoW1bDA735/gNO0NAej9FhGAZt/YM4ZidmRttgmxoZOEzQUCPK02P/2i1tU2JvbQ9a+thN1+dMY7Mf2bHOfQ/vUA7i6S2V+LGsCwArpv62KhOXFdJSkjOg4sXFxEuTrWfEYmXw3zvm4pxE4XpGaro0WPHqXjAM8MPd85EXL1xmpLhVicve2A+xCNj2wEKkRgYJFnt7pRy3fXwEfl4e2PvIEnoRFRCjmV2sZ99UWTPKsr4YiS8vZDhRQ1epj469YSK3UI+74NpDjSjHD5f9eH3XUCPtn86dhjUXZjg9s7W3thtPbqpAo226anZiKDZcloPMaNe4pkxWqHhxMfFyzxfH8UNJB87PjMT7N84SNPbtHx/Btko5LsqNxlt/FC4zAgB/fO8QfqnvwZUz4/HCVQWCxbVaGax8bR+quzS4c3EKHl2RKVhsimP0JgsqO9UobVXaxtBVqD+NTUKBnaihruGj06s1DBMzJa1Kh71JnBElJ2aoEaVjOlWDeHpLFbbYGmnDArzx6IpMXDnTuTtZDGYL3tvHiim9yQoPsQg3zkvE/UvTEERLSUSg4sWFxEtFhwqrXvsFAPDjvQsETYMeb+nH7948QCQzcqC+B9e+dwheHiLsenAxZKH+gsW2N6Tc9+gS+kl/guAMKsvaVfxyMkcGlWIRkBEdzF54bRfflIiJmxJxdaxWBg3ddkaUrUrUnMaIssD23NLndYj99T14YtPQTpbpCVJsuDRX0OzyWGhXDuKpHyqxtYItJUUE+eCxVVm4tCCWlpIEhooXFxIvN3/4G3ZVK3BJQSxe/8N0QWNf996v2F/fK3hmhGEYXP7WARxvUeKGudOwfnWuYLHNNkPKRgKGlJSzRzVgYqeb2pUobWX3eXSq9CNuF+TDGiYOZRKktGfpFOgMZpS1q2zZmX4cb1FCoRlpRBnk44l8mYQVNPFSFCZIz8rKwt0xWaz4cH8zXtkxtN5/opyii2oUeHJTBS/wz00OxYbVuUiPEu5D41SHihcXES9Hmvtw5dsH4SEWYceaRUgKDxAs9v76Hlxny4zsfmgx4kOEy4zsqJTj1o+PwNdLjL2PLBH0zfPrI614+L+lCPH3wt5HltD0qxvQpdKzF1xbaaSsTeVwwikh1H+YmMmODYaPJy2LOIJhGHSo9ChuUaKkjV2kV9qudGh5ESf145uBC2TSKVlukqv1+PuPVfi+mF3vH+LvhYeXZ+LqWTKn7jgymC14d28j/rm7HnqTFZ5iEW6en4R7L0hzeYsEd4CKFxcQLwzD4Op//YrDzX34w+wEbLw8T9DY3KTOjfMS8eSlOYLFJtmPYjRbcf6LRWjrH8RfV2bi9oUpgsU+E5QDRvRoDUgIDZjye2XGg9liRQ2/I4Uti3CpfXu8PdilZJyYmZEQ4lL2Da6G/fNaYis3Odo94yEWISMqCIW257VQJkXqFCk3HWrsxRObKlDdpQEA5MdLsP7SHExPCHHqOVr7BvDU5kpsq5QDYA0sH1uVjYvzY+jr+yyg4sUFxEtRjQI3fvAbvD3F2PPwYsRI/ASLva2iC7d/cpTIpM6mkg7c+8VxBPl6Yt8jwvajfHKwGY9/X4HIIB/seXiJ0z49ag1m1Mk1qJNrUSPXoFauQU2Xhk/be3mI2DX8Nk8hbpU5zRqMHdWgCaVtQ2LmeEs/+h0YJoYFeNsZJoYgP15Cs2+nQKM3oaxNhWJbdqa41XG5ibM6sO+fiQyenOUms8WKjw+ewMvba/nG6KvPkeGRFRlOL13urlbgyR8qcMJWSpqXEoYNq3ME7T+cSlDxMsHixWplcMk/f0FFhxq3LUjC31ZlCxbbYmWw8tV9qJFrcNeSFDy8XLjMiMlixbKX9qC5dwAPLkvHPQL2owwaLVj0/G4oNAZsWJ2D6+cmChbbnpbeARxt6UOtXIvaLg1q5Bq09Y/0XuHw9/ZwuCae82bJi5Mg17bsLTM6iK6KHyMMw6Clb2CYmKnsVMNkGf52IxIBabYdKdwW2/SoIGp3MArc9louM3O8dfQyXqzEl8/OcC7r/t6Tp7Sh0Ojx7E81+OZYGwAg2NcTDy3PwHVzpjn19aM3WfDO3ka8sbseBjNbSrplQRLuPT+NTumNEypeJli8bC7twN2fH0egjyf2PrIEoQHCZS/+d7wND3xVgmBfT+x75HxI/IX71Prl4Rb85dsyhAV4Y88jSwSt4b67txHP/FiFOKkfdj+0WPAyjdXK4M2iery0vXbEVAfATghkRAUhPSoIGdGBSI8KQlpUEAK8PdDaN4jyjiFPobJ2FZQOsgYeYhHSIgORFydBXrwEObESZMcET7n+gzOFNUxUD1vJ70hY+nt72LIIIZieMLmzCEJgtlhRK9fyvTPFrUrUKjQOy02cs3ahzTAxLTLQ7ZfpHWnuw7rvK1DZqQYAZMcE46nLcjBzmrAebKejpXcAGzZXYEeVAgAQHeyLxy/Oxsq8aFpKGiMuI1727t2L559/HkePHkVnZyf+97//4bLLLjvlfYqKirBmzRpUVFRAJpPhsccew4033jjmx5xo8WI/TXP/0jTcvzRdsNhGsxVLX9qDlr4BPLw8A3ctSRUstt5kwZIXitCp0uPxi7Nxy/wkwWJrDWYsfG43+nRGPHdlPn5/jkyw2ABrDLfmP8XYV9cDACiUSZEbF8yLlfSoIISMQ0AyDIN25SAvZMra1ShvV6HPwap4D7EIqRGByI2T2FyvJciODZ5Un3BJ0q1hd6RwEzilbSpoHexI4ZpWuZJTbpyEZsFOgdZgZstNtue2uFUJuXpkucnPywM5scG2vT5St3Vrt1gZfHboBF74uYb3ULpiRjz+clGm0xdg7qiUY/3mCrT2scJ8fmo4nrw0B6mRgU49hzviMuLlp59+wv79+zFz5kxcfvnlpxUvTU1NyM3NxR133IFbb70VO3fuxP33348tW7Zg+fLlY3rMiRYvX/3Wgke/KUNogDf2Cpy9+PTXE3jsu3KEB/pg7yOLBb1A/vuXJjy1uRIxEl/sfmixoBeG13bW4aXttUgOD8C2BxYK+knvQEMP7vuyGN0aA3y9xHhqdS6uElgcAUPpei47U24TNT3akRcEsQhI4QWNhBc0dBrh9FisDOoVWl7MFLcqUSMfmUXwFIuQFRM8rH8mMYwaJp4K+6mxklbWW8iRUAzy9bRtW5aiIJ7NMsZJ3aPRuldrwHNba/DVkVYA7Oj5A8vScf3caU7NMOlNFrxV1IC39jTAaLbCy0OEWxck457zU+kHm1PgMuJl2AOJRKcVL48++ii2bNmC8vJy/mfXXHMNlEoltm7dOqbHmUjxYp+9eGxVFm5dkCxYbPuekfWX5uCGeYmCxdYazFj03G706oz4x+V5uGZ2gmCxlQNGLHh2NzQGM177w3RcWhArWOyaLg1WvbYPZiuDtMhAvHndDKQ5cecCwzCQqw0nCRqVw4ZKkQhICg9gS042UZMTG0ybVceA1mA+qRlY6VA0Sv297PyFQlAYLxW0rDrZsFoZNPbohpklVnSoYTCPHNcOC/Ae5lru6r5Yx1v6se77CpS1qwAAmdFBWH9pDuY42fj1RK8OT26qwO6abgBsH9LjF2djRS4tJTnCbcXLwoULMWPGDLzyyiv8zz744APcf//9UKlUDu9jMBhgMAy9kanVashksgkRLySzF//a04CNP1UjTuqHXQ8tEnQS5vWddXhxey2SbJkRLwE/oTy3tRpvFjUgMzoIP967QNB09F2fHcOWsk7MTw3HO9fPdJlPNAq1nu2haVPzwqZLPXLRG8AKGjY7E8xnaqiL7anhynr2zcDlHWoYHVx0kyMCeDEzXSZFRnSQoK/vyYbJwvpilbWxW5dL25So6dLA7KCRLFbii7x4LkPDNgS7kru2xcrgy99a8PzPNXwP22WFsVi7MgtRTuyhYhgGO6rYBXftSraUtCAtHOsvzUFyBC0l2TMe8eIa7/Y2urq6EBUVNexnUVFRUKvVGBwchJ/fyHHjjRs3Yv369c464qhoDWa8sbseAHDfBWmCChe13oS39jQAAB5Yli6ocFEOGPHOvkY+tpBv7N0aAz7Y3wwAePDCDEGFS02XBj+Ws94nj12c5TLCBQAig31xfrAvzs8cei13awwo71ChvG2oMbhDpUdTjw5NPTr8UNLB3zY5PAD58RLk2T7l5tAemmGIRCLEh/gjPsQfl9gyeUazFVWdw5uBm3sH0NitQ2O3Dt8eawcA+HqJkRcn4SebpidIBV1j4O54eYiRE8s2o19jM6jXmyyo6lSjtE3Fm33Wd2vRodKjQ6XHzxVy/v6JYf7DsjO5cRP32vUQi3DdnGlYmRuD57fV4IvDLfiuuAPbK+W4f2k6bjwv0SlCViQSYVl2FOanhuOtonq8vacR++p6sOKVfbhtYRLuWkJLSWeCS2Ve0tPTcdNNN2Ht2rX8z3788UesWrUKAwMDDsWLq2ReXt1Rh5d3sNmL7QL3dby0rQav7apHamQgfr5/oaBjgM9urcZbhDIjG36oxPv7m1Agk+K7P88TNE161+fHsKW0k4ghpbPo1RpQ3qHmS06lbSr+k5k9YhGQFhlkuyCwoiYrhu6hOR19OiNKbGKG8xjS6Ef2eEQF+wwb1c6fZCPFJNAazGyZ1CZoSttUDt21T37t5sdLkTlBr92yNhUe/74cxa1KAEBqZCA2XJqDeanhTj1HU48OT2yqwN5atpQUJ/XD4xdnY3lO1JQvJblt5iU6OhpyuXzYz+RyOYKDgx0KFwDw8fGBj8/E1l77dUa8a8terFmWLqhw6dEa8N4vTQCAhy5MF1S4KDR6fLCfiy1sZqRTNYhPD52wxU4X9JeyTq7Bj2Vs1sWdvZHCAn2wKD0Ci9Ij+J/1atkeGrYHgU3bKzQG1MjZnTVfH2V3Wgwt1htqqkyPoiURe0IDvLEkMxJLMiMBDPV4cJmZ4y1sM7BcbcDPFXI+g8CNFA9tBpYiOXxqbLAdK4E+njg3OQzn2vWQ9OuMtteu0mb0yZZLHb12c2Il+PPiFCzLdt4FOy9egm/vnIf/Hm3DP7ZWo16hxbXvHcKq/Bg8tirLaRm4pPAAfHTTLPxcIcdTmyvRrhzEHZ8exeKMCDx5SQ4SBbSRmcy4lHiZO3cufvzxx2E/2759O+bOnTtBJxobb+1pgNZgRnZMMFblxQga+83dDRgwWpAXJ8HynGhBY7+xi/XnmJ4gxQVZkYLGfm1nPYxmK+YkhWK+wJ9sXttVD4YBVuREIytm4s03hSQs0AeLMyKxOGPo30Ou1vNChvveP2BCebsa5e1qfHGYvZ2PJ7uOPz9uqLEyOSKQLnyzIRaLkBoZiNTIQH4ibcA4NFLMukD3Q642oKpTjapONT4/1AKAncAZagaWolAWIuj+pslASIA3FqZHYKGdGFeo9bxjeYnda7e4VYnbPzmKhekRWHdxttPGiMViEX4/S4blOdF4aXsNPvn1BLaUdmJXlQL3XJCKW+cnO8UqRCQSYUVuNBamh+ON3fV4Z28jimq6cWH9XtyxKBl3Lk6l+6NOA9GykVarRX092wcyffp0vPTSS1iyZAlCQ0ORkJCAtWvXor29HR9//DGAoVHpu+66CzfffDN27dqFe++916VHpbtUeix6fjcMZis+uGkWlmQIJwLalYNY8nwRjBYrPr559rA3hbOltW8A579YBJOFwee3zcG8FOEExoleHS54cQ/MVgZf3zEXsxKFWxZVJ9fgwlf2gmGAH+9dgOzYySVexgLDMGjrH7TL0LB9CBoHY68B3h7IiZOwgkYmRX6cBNPoSPEp6VQNoriF3V57KsPEaWE2I0qZFIUJIciOCaYeWaeBe+1+cbgF7+1rgtHCbqS96bxE3HtBmtOn7yo6VHji+wocOdEPgO03e/LSHEHfa8dCY7cWT2yq4HdVxYf44YlLcrA0K3JK/a66zLRRUVERlixZMuLnN9xwAz788EPceOONaG5uRlFR0bD7PPDAA6isrER8fDwef/xxl15S9/cfq/DO3kbMSgzBf/5vrqAvNK5n5NzkUHxx27mCxn5yUwU+PNCM+anh+PTWOYLFBYDHvivDp7+2YFF6BD66ebagsf/yTSm+/K0Vy3Oi8K8/nSNobHfGamXQ3KsbJmjK29UO18YH+3oi3zYdUmDroYmV+E6pN8nxYLJYUdOl4cXM8dZ+NHbrRtzO21OMnNhgTJeFoNC2GZgaUY5Oc48OT2+p5DfShgf64NEVGbhiRrxTS3QMw+DbY+3Y+FM1P4K/Iicaj12chfgQf6eeY2t5FzZsrkSnip1OPD8zEk9cko1pYVOjlOQy4mUicLZ4ueOTo9ha0YWnVufgTwL79dz60RHsqJLjmd/l4ro50wSNffOHv2FXtQLPXpGHq2cJt9cFAK5//zD21nbj+SvzBV8Yd917v2J/fS9evroAv5seL2jsyYbFyqChW4uSViXK2tnR16oONYyWkVmE8EBv5McPlUUKZFI6sn0KVAMm3izxuG2DrSNLifBAb97mgGsGprt9hrO7RoGnfqhEYw8rCAtlUqy/NAcFMqlTz6HWm/DK9jp8dLAZFisDXy8x7lqcitsWJjt1m/OA0YzXd9XjvX2NMFkYeHuKcfeSVNy9JHXS9125bcOuO8JdCEh0zxONbSYZm/2070PgF57kuScbXONpelQQLyKNZnaPR2mbCmXtbA9NTZcGPVojdlUrsKtawd8/lTdMZC+8GVFBbu+DIxQSf69hzdYMw6C5d4BdxW8rOVV2qNGjNWJHlRw7qthmYJEISI0I5N2fC2VSZEZP7ed1SUYkzksJxwf7m/DazjoUtyqx+o39+P058Xh4ufPW+wf7emHdJdn4/ax4rPu+Aoeb+vDi9lr891gbnrwkh2/8Jo2/tyceXZGJK2bE48lNFfilvgcvba9FRJAP/iDgAlF3h4qXs8RkExgkat0mM7nYRpLntjkHexN4QzYSjD0V8PYU88vwAPaNUG+yoLJTbRsrZkeKW/oGUK/Qol6hxX9tUyJ+Xh7Ii5fwZonTE0KcuuzLlRGJREgKD0BSeACfEWSNKFW2RmA2S9OuHESdQos6hZafvuF2z9gLGndZxy8U3p5i/N+iFPxuehz+sbUa3x5rx3+OtOGnsi7ctzQNN8xzzk4WAMiMDsZXt5+LTSUdeGZLFU70DuCmD3/D0qxIrLs4BwlhziklpUYG4pNbZuOfu+rx4vZaPLe1GhflRkPqTxvFASpezhpulTaJXyxeYHgI/yZmJHluXnQRPDdtjBQMXy8PzEgIwYyEENx0HvuzHq1hmJgpaVVCYzDjcFMfDjf18feNkfgO8xfKjZXQKQkbvl4emDktdJi7MWdEWdI6/Hn9rbkfvzX387cLD/Th3Z8LZSHIl02NzcuRwb546feFuG7ONDy5iV3v//SWKnz5WyuevCQH89Ocs5NFJBJhdWEcLsiKwms76/D+L03YUaXA3roe3LkoBXcuTnFKKUkkEuGOxSn4obQDtXItXtpeiw2rc4k/rjtAxctZQjTzQjC2kWBWhz+3h/C/3EOxqXghSXigDy7IisIFWeyWYKutf4bLIhxv6UetXINOlR6dZV34sawLAFuqyooJsk3hsI2rSW7oUkyKiCAfLMuOwrLsoee1sUeL4lYV7/5c3alBj9YwotyUEhGIgngp3ww8ma0OZk4Lwfd3nYevj7biua01qFdo8cd/H8LynCg8tiobslDnZD8CfTzx15VZuGpmPJ7YVIEDDb14dWcdvjnWhnUXZztlT42XhxhPXpqDa989hE9/PYGrZ8mQEysh+pjuABUvZ8lQBsO9siOcCCB5bncTXZTREYtFSIsKQlpUEH4/i+2f0RnMKGtX2bIzrAu0QmPg9898+iu7I0Xi54UCfqRYisJ4KULojhQA3O6ZIKRGBuHKmSPLTcW2DE1b/yBfxvvmGFtu8vFky01cqalwkk03icUiXD0rAStyY/DKjlp8fPAEfq6QY3dNN+5Y6NxdKGlRQfjs1jn4sawLT2+pRFv/IG7/hF0s98QlOUgivFhuXko4Ls6PwebSTjzxfQW+vkPYyVZ3hIqXs8QpF2qCJSkfAuc2OEHQ0czLxBNw0pZVhmHQqdIPEzNl7SqoBk3YW9vNr0MH2C2jnJiZLgtBZszkzSKMF0flJq6MV2z3pdGbceREP7+jBOCmm6R8hiY/XupSZolngsTPC09ckoM/zE7Ak7bsx2u76vHfo23426psrMxzjkOzSCTCqvwYLM6IwD93s9NARTXdOFC/1ykeRX9blYWdVQocOdGP74rbp/y0JRUvZwnJMgbRplqzE0o7blZKo5wdIpEIsVI/xEr9sCqf3TRtslhR3anhxUxxqxKNNjPKph4dvj3OGiZyWYRCTtAkhNDdM3Y4KuM19epQbJedqerkppsU/O4UgHXWLuDNElnTRWeO/gpFui37sbW8C09vqUK7chB3fX4M5yaH4slLc5AZ7ZyFlQE+7DTQlTPZaaB9dT14Y3cD/nesHY9fnI0VuWTEVIzED/dckIrnttbg7z9WY2lW1JQeu6fi5SxxRuaFZDOwF4mmWpKCjmBWhyI8Xh5i5Nm8l/5kc/lQDhj5dfzchVc1aBqRRYgI8hmWncmPlyDAh75lAWxJJSUiECkRgbhiWLlJzT+nJbapMc5Z+382ociN0LNblyUoiHef/hmRSISL8mKwOCMS/9rbgLeKGvBrYx9WvroPfzp3Gh5Ylu60aZyUiEB8fPPsYR5Fd352DAvSwrHx8jwiC+5umZ+Er4+0oalHh1d31OGxi7MFfwx3gb4TnCX86C7BLAPJ0g4JgeGuI94U5yD19x7m38QwDJp6dLyYOd7aj+pODbo1BmyrlGNbJdu0KhaBN0zkmoFTI6hhIgdbbgrBzGkh/M96tYZhJp8lbSr0aIe8m7460gqA/X3KiglGgc35ucDFfbH8vD1w/9J0XDkzHs9sqcJP5V346OAJbCrpwMPLM3H1LJlTzs55FC1Kj8CbRfX4155G7Kvrwf99chSb7p4v+Bl8PD2w7uJs3PThb/j8cAseWp7hllk0IaDi5SzhFrKRHDkm27BLMKsjcGyGYah4mYSIRCIkRwQi2S6LMGi0oLxDxZdFjrf0o0OlR3WXBtVdGnxxmL3oBvl4Il8mYcWMLUsTHjixLvOuRFigzzBnbYZh0KXWo6TV5onVrkJJqxJqvRkltmwNwLrBc75YnIVEQbwECaGu5YsVH+KPt/44E/vre7D+hwrUyrX46//K8NmhE1h/aQ7OEdBX7VT4eXvgwQszcPmMeKz+5y+o6FDji8Mt+OO5wm5GB4DFGRGIDvZFl1qPg429gvrpuRNUvJwlJBeymQhmdYY21QovMEid22JlwJlZ0IbdyY2ftwdmJYYOM/WUq/VD2ZmWfpS1s2aU++t7sb++l7+dLNSPFzPTE6TIjg2mG5ltiEQixEj8ECPxw4pc1qWeYRic6B1Aic3gs7RNhfIOFXRGy4i9PhI/L753hs3QSBEV7DPhgua81HBsuXcBPv31BF7aXouKDjWufPsgLiuMxV8uykK0xDnLFJPCA/DghRl4YlMFXthWg1V5MYJP1olEIizNjsSnv7Zge6WcihfKmUEqE0Ayy2CxMrByIkDg2Pa+Oe4Um+L6RAX7YkVuNH/RNVusqJVreTFT3KpEnUKL1r5BtPYNYlNJBwBW6GbHBvNiZrosBLLQyTNSfLaIRCIkhgcgMTwAqwvjAAz3xeJKTlWdGqgGTdhX18O7HwNsbxJXbmLNPqUInYBReC8PMW46LwmXFsTi+Z9r8NWRVnxX3IFtlXLcc34abp6f6BQRe92cBHxxuAXVXRo8v60Gf/9dnuCPsTQrCp/+2oIdlXI8vTp3SpZOqXg5CyxWBhYrmcyL/YVa6PILl3UhHVvw54TguSnuh6dNlGTHBuPaOazVgVpvQmmrihczx1uV6NMZ+SbWDw+w9w0L8OZ3o0xPmDobbMfKaL5YNV0aPkNT0saKxW6NYcSEU3yIHwpsYua8lHDkxTtvqVpYoA/+cUU+rp2TgCc2VeB4ixLPbq3GV7+1YN0l2Tg/M4ro43t6iLFhdS5+/6+D+OJwC/4wK0Hwv//clDAE+nhCoTGgtF2FQiebWLoCVLycBSZ7gSFwJoArvQDCl3aGCQyC5xZcGNmeb5EI8JyCnzQopyfY1wvz08L5NfIMw6C1bxDH7Ua1KzpU6NUZsbNagZ02I0p7w8TpCWzJKT0qcEobJp6Mt+fQ5BjHoNGCyk4V30NT2qZCY48Obf2DaOsfxJayTgDA8pworL0oC4mEl7nZkx8vxTd3zMN3xe3Y+FM1mnsHcPOHR7AkIwKPX5yN5IhAYo89OykUlxXG4rviDqzbVI5v7pgnaHbEx9MDi9IjsKWsE9sru6h4oYwPg5tmGeyzOkKLAO7cHmKR4J329gvqaMqfMhZEIhESwvyREObPl0QMZgsqO9TDppta+0YaJvp7eyAvTsKLmRkJUkRSI8ph+HmPXKin1ptQ3qZCSRubAdtRJcfPFXLsqlbg+rmJuPf8NEj8nZPlEotFuHxGPC7MicbrO+vw/v4m7K7pxi/1e3HL/GTcfX4qAgmN369dmYXtlXIcb1Him2NtfAZLKJZlR9nEixwPL88UNLY7QMXLWTAs8yLw3hEuNhERYNdLI7QIILm0j2RzNGXq4OPpgekJIZieMDRS3KM1DE02tfajpFUFrcGMQ019OGTXsBor8eXFzPQEKXLj3HPhG0mCfb0wLzUc81LZ7FetXINntlRhT203/v1LE7451oZ7z0/DH8+d5rTetUAfT6xdmYXfz5Jhww+V2FPbjbf3NODbY21Yd0k2Ls6PFfwxo4J9cd/SNPz9x2r846dqXJgTLei24yUZkfAQi1Ar1+JErw7TwpyX1XIFqHg5C0hmAohaA3CTRgRiG6ivEcUNCQ/0wdLsKCy1GSZyDavFLUq+5FQr16BDpUdHWSdfDvEUi5AVM9QMXCiTIik8gGYG7UiPCsJHN8/GntpuPLOlErVyLTZsrsQnv57A2osynWJuyJESEYgPb5qFXdUKbNhciRO9A7j78+OICPTBHJvNhZDcdF4SvvytFY3dOmwqbsef5iYKFlvi74U5SaE40NCL7ZVy3LogWbDY7gAVL2cBUddngsaJ/I4Xgov13G03DYVij33Dqr0RZWmbCsdb+22iRolujQFl7SqUtavwya/sfhSpvxfy423NwDIpCmQTM33jaixKj8B5KQvwnyNteGl7DZp6dLj9k6M4NzkUj63KRm6cc5p6RSIRLsiKwvy0cDz8dSk2lXTgiU0V2HzPfMF7nLw8xPj9OTL846dqbKuUCypeALZ0RMULZdw4w1Ham8Bon1OyOiS3AtPMC2UCCPDxxNyUMMxNGTKi7FDp2ckmW8mprF0F5cBII8qEUH9+uqkwQYrsmOApWW7y9BDj2jkJuKQgBm/vacC7+5rwa2MfLvnnL7h8ejweXp7htJ0sPp4eePLSHOyp7UZ1lwafHWrBDfMSBX+cZdlR+MdP1fi1sRdqvUnQqbalWVFY/0MlfmvuQ7/OOKXc2ql4OQucUiIhIYyc4GtEUtBRXyOKKyASiRAn9UOc1I/vmRhmRGkbz27s1qGlbwAtfQP87hkvj6FyE/c1lcpNQb5eeHh5Jv4wOwHP/1yD74s78M2xNvxY1onbFybj/xYlE3Vo5ggN8MZDyzPw+HfleHFbDVblxwi+oTklIhDJEQFo7NZhT003LikQrr9GFuqPzOggVHdpsKtawW+ongpQ8XIWOKNEQlYYuZev0dBzMvU+sVLcA0dGlKoBE0rblcMcoHt1Rt5z6OODbLmJ217LmVEWxEsRNsmtDuJD/PHqNdNx03lJeHpzJY6c6MerO+vwhc2354oZ8cQ9iq6dnYAvD7egokON57fW4Nkr8wV/jAuzo/H2ngZsq5QLKl7Y2FGo7tJge6WcihfK2HCGozTZ2MKLAIMzRBctG1HcCIm/FxakRWBBWgQAttzU1j/IC5niViXK21UOt9cmhPqjwC47kxM7OctNhTIpvr5jLn4q78LGn6rQ2jeIR/5big/3N+OxVVn85BIJPMQibFidgyveOoivjrTiD3MSBN+bsiw7Cm/vaUBRtQJGs1XQ97Bl2dF4bVc99tZ1Q2+yTMrXhyOoeDkLSI7ukjI3BOzHmQk0AzvBTJLEuSkUZyESiSAL9Ycs1J//FM6Xm9q4DE0/GuzKTT+cVG4qiB/qn0kKC5gU6+FFIhFW5sXggqxIfHzgBF7bVYfKTjWufe8QlmZFYe3KTKQQWiw3c1oorpgRj2+OtWHd9+X47s/nCfqcTpexhqE9WgMONfXyQlYIcuOCESPxRadKjwMNPcQ3CLsKVLycBUYL6yjtblkGorEJ7nmhjtKUycqwcpPNiVg1aEKpTcyUtLEZmh7tULmJm24K9vXkszMF8VLkyySIDHLfZXo+nh64bWEyrpgZj1d31OLTQy3YUSVHUY0Cfzx3Gh5ankFksdyjF2VgW0UXSttU+M+RVlwzO0Gw2GKxCMuyI/HF4VZsq5ALKl5EIhGWZkXhk19PYHulnIoXyukhOrVDMPNCNDZBYWQgmNWhUFwNid+py00ltukmtd48otwUHeyL/HgJCmRS5MWxLtBSf/eaRAkN8Mb61bn409xE/OOnKuyoUuDDA83o0Rrwz2tnCP54kUHsUrmnt1Th3X2NgooXgC0dfXG4FTuq5NiwOkfQ5uxl2ax42VGlwDNWZlJk4k4HFS9ngdFWNiJZIiExckxSYJDdsEsuNoXi6oxWbqrp0rCTTS1KlLWzZoldaj26KvXYVinn7z8tzB/58VLk28RMbpwEAYRW4wtJamQg3rthFnZXK3DLR79hc2knrp3Tg3kpwvfBXD1Lhme3VqOhW4d6hRapkcKVqealhMPf2wOdKj3K29WCmjWem8waNXZrDChpUw7bHj1Zcf1XrgvjlNIOyfKLm2VeaMMuhTIcLw8xcuNYIcKVm3QGM8pti/NK2ljDxBO9A/wX1z/DmVHmx0tRIJMgP16KzOggl234XJIZiT+eOw0fHzyBJzdVYMu9CwT/4Bjk64V5KeHYU9uN7ZVyQcWLrxdrpvhTeRe2VXYJKl68PcVYlBGBLaWs1xEVL5RTQnJUmmhWhyu/EOl5IZ+NopkXCmV0Anw8MSc5bNi6e+WAEWXtKlu/DOv+3KnS82aU3xxjzSi9PETIiA6yy9C4lrv2mmXp2FzaiVq5Fh8fPIFb5icJ/hgX5kRhT203fq7owp2LUwSNvSw7Cj+Vd2F7pRwPXpghaOwLs6N48fLIislv1EjFy1lAcpusM5pqSXgb0cwLheJ6SP29h/XPAIBCo0dZ21B2prRNhT6dEeXtapS3q/G57Xa+XmJkxwQPy9BM1IST1N8bjyzPwF++LcMr22txSUGM4M3Jy7Ki8Lf/laO4VQm5Wo8oAZ3Ez89kzRSruzRo6R1AQpi/YLEXZ0TCUyxCnUKL5h4dEsMnt1EjFS9ngcHMThuRWYVPMLbJJl683OzcBMUihTLViAzyxQVZvrggi51OYRgG7cpBfpqptE2JsjYVNAYzjrUocaxFyd83yMcTuXES5MskKIhnm4LjQ/ycsiH49+fI8MXhFpS0qfDsTzV48fcFgsaPDPbF9AQpjrcosb1Sjj/aynFCIPX3xuzEUBxs7MW2yi5B/Ygkfl6YkxyK/fWs19FtCye31xEVL2eBnhcBwteIudgk6s96XmC42blNFmKxKZSpjkgkQnyIP+JD/LEyLwYAYLUyaOrV2TI0bHamooMVNAcbe3GwsZe/f2iAN+anhmN1YSwWpEUQy5CKxSKsX52Ly97Yj2+OteHaOTLMnBYq6GMsz4nG8RYltgksXgC2dHSwkYyZ4rKsqCkjXuhH2LNg6GJKIjtCLoOhJ5h50Tvj3DTzQqE4BbFYhJSIQFw2PQ5PXJKDb+6ch/Inl+On+xbg2SvycN2cBOTFSeDlIUKfzohNJR245aMjmP33Hfjr/8pQ06Uhcq5CmRRXn8O6fa/7vgIWKyNo/Auz2WzUwYYeqPUmQWMvs8XmzBSFZKkt9pETfegTOLarQa8CZ8HQxZTAmn0zuQwGV9rxddNzk8h0USiUseHpIUZWTDCunpWAZ36Xhx/umY/y9cvxzZ1zcfN5SYgI8oFywITPD7Xgd2/uR1v/AJFzPLIiA0G+nqjoUGN/fc/p7zAOkiMCkRoZCJOFwe5qhaCxZaH+yIoJhpUBdgocOz7EH9lc7Cr56e/gxlDxchbwIoBgBoNMbIICw03PTaFQzhwfTw/MnBaKdZdk49e1F+DTW+YgNy4YA0YLntlSReQxwwJ9+H03Wyu6BI/PZV/sd+UIBZd92V4p/Lm57MsOKl7OnjfeeAOJiYnw9fXFnDlzcPjw4VFv++GHH0IkEg378vV1zVXXzujvINOXQrC0Q7Sfhty5KRSKMHiIRZifFo7nryyAWAT8VN6FfXXdRB5rRU40AGBbRZfgpaPltthF1Qr+g6pQcMJob20P/77mDrFdCeJXga+++gpr1qzBE088gWPHjqGgoADLly+HQjF6uiw4OBidnZ3814kTJ0gf84zQO2Gyhkg/DcnSjsk9z02hUIQlKyYY189NBAA8uamCX3UgJHNTwiDx80KP1ogjzX2Cxs6LkyA62Bc6owUH6ntPf4dxkBMbjFiJLwZNFvxSJ2zJyz620OU0V4K4eHnppZdw22234aabbkJ2djbefvtt+Pv74/333x/1PiKRCNHR0fxXVJRrGk0ZnJF5ITq1Qy7zQnbaiGZeKBR34IFl6QgL8EZDtw4fHmgSPL6XhxhLbaPeQpeOWDNFrnQkbGyRSGRXOhK2vCMSifjSkdCxXQmiVwGj0YijR49i6dKlQw8oFmPp0qU4ePDgqPfTarWYNm0aZDIZVq9ejYqKilFvazAYoFarh305C7I9L87IjpAblSZSNuIyLwRiUygU4ZH4eeHRi9htr6/uqINcrRf8MVbksuWdn8u7wDACTx3lDIkAwSeabGWpndXCx17G970oYBU4tqtAVLz09PTAYrGMyJxERUWhq8uxks3IyMD777+P77//Hp9++imsVivmzZuHtrY2h7ffuHEjJBIJ/yWTyQT/e4wGnwkgMrXjpgvw+IkgguPjNPNCobgNV86IR6FMCp3Rgo0/Ct+8uyCNNTzsUOlR2qYSNPacpDAE+XqiR2tEcWu/oLFnJ4Ui2Bb7eIuwseckhSHIxxM9WgOOtyoFje0quNxVYO7cubj++utRWFiIRYsW4dtvv0VERAT+9a9/Obz92rVroVKp+K/W1lannZXsvhTy2RGisd1sDJtCoZBBLBZhw+ociETAd8UdONQobP+Ir5cHlmRGAmCbg4XE21OMC2yxf64QtgTj5SHmzy10ecfbU4zFhGK7CkTFS3h4ODw8PCCXD3/y5HI5oqOjxxTDy8sL06dPR319vcM/9/HxQXBw8LAvZ0FyXwrfO0JwIsj9RrzJPd8UCoUc+fFSXDMrAQDw2q46weNfZCsdbS3vJFA6spWlKgiUpbJt01KVcsFjkxzHdgWIihdvb2/MnDkTO3fu5H9mtVqxc+dOzJ07d0wxLBYLysrKEBMTQ+qYZwxJewADUesB8vYAREeladmIQnE7/rw4BSIRsL++Fyd6dYLGXpwRCW9PMZp7B1AjF3ar78J01urgRO8A6hRaQWMvyoiAt4cYTT06NHQLHDs9Ap5iERq6dWgUOLYrQPwqsGbNGrz77rv46KOPUFVVhTvvvBM6nQ433XQTAOD666/H2rVr+dtv2LAB27ZtQ2NjI44dO4Y//vGPOHHiBG699VbSRx03JPeOkGwGJjuG7YRz08wLheJ2yEL9MT81HIDw5Z1AH08ssMXeWyvsTplAH0/MSwkDAOwTeKw50McTc5JZXyahR6Ylfl6YncTG3t8gbKnOFSBuzHj11Veju7sb69atQ1dXFwoLC7F161a+ibelpQVi8dCFrr+/H7fddhu6uroQEhKCmTNn4sCBA8jOziZ91HFDsgeDZO8IycwLqUkmhmHoqDSF4ubESvwAQPDpGoB1bGZjCx4aUj8vACAyucOfm8BQkNSf3LknGqe4St999924++67Hf5ZUVHRsP9/+eWX8fLLLzvhVGePM/o7hC6RsCKATKOxxcrAaCFjnmiyMOB+/0iILgqFQp5Bgs7wXC+fH8kBCm/hzz1o5M5N7kMwidgTDf0Ie4YwDEMs82K2WGG2XamFzrwY7T6WCH1u+w2aQse2X89Ne14oFPeEEy9ELtScCCAhMAiem3tv8/MW/n2NE0YkRNdEQ68CZ4jB7kItdJbBQFAEcEocEF4Y2ftoCP2c2J+behtRKO4J9x5B5EJNMKtDUryQzLyQPPdEQ68CZ4jBRFJgkBMB3KI3kQjw8hAJGptL23qKRfD0EFq8DDVHi0TCnptCoTgHPUkRQDKr46aii+TzPdFQ8XKGcBdqD7EIXgJfqLnMi7eHGGKxsBdq+4kdoUUASdsBuqCOQnF/Bgl6tg2SLBsZ3TSrQ1B0TTST72/kJEiOSZPcZ+IcU0b3OjeFQnEOZJtT3TSr46aia6KhV4IzxBkr9t1viRy52EN+TJPvl5BCmSqQnH5xSvnFzZqBac8LZQQGguv7yS56IxibYMZoqCRFX7IUirsySFIEOCGDQUWX60CvBGeI2xsnEtmzQHCxnnnypj8plKkCSX8yUlkdhmGIZTCs1qG9W0ILDJPFCpNt8x3NvFB4uF9Cb4LGiUT7adyuV4fM8jsKheIc7EWAr8ANpGaLld9hJfSF2mix8gsyhd6XYr8WQ+hz20+tTsYPffRKcIaQnH5xxtQOETNJgpkXA828UChujcFsBWecLPiF2l4ECCww9EZyAmOQoMAYtFuLMRk/9E2+v5GTIDn9QrIvRe+E+iqZc5NrBqZQKOQhmQngelIAAgsyCa7FGLTL4HsIvRbDRG4thitAxcsZQtLckGhsgiUpgzOeE9qwS6G4JdyF2stDeBFgPyYt9IWaaLOuM7brTsJmXYCKlzOGS1O6m5mWU2IT+GWZzAZjFMpUQG8iV1YmOsXkphtwSQojV4CKlzPEQLRE4qZL6tw0NoVCIQ9Jk0A+NoGMMskttYME39dIxnYFJuffygk4Y1002b4UcucmWTYi8amNQqGQxxneQySEkd4JW4GJ2g7QshHFHpJ7R8iWdkj+IpIsG03uX0QKZbLjruv7neIo7WaiyxWg4uUMGTSSXCRHPpVIxBiNYHaEZDaKQqGQh2TZyBnCyF1NGSfreyYVL2cIl3lx2+wIkf005GrDJDcDUygU8ugJWqq4q+2Au2ajXAEqXs4Q5zSnuldWh2wpbXI3n1Eokx2y3kPkM+Eky0Ykm5gna6mdXgnOEGc0Wrldw64zmphpwy6F4pa4a5aBbGz37G90Bah4OUOcsS/F/ZqByVsmTNZPERTKZMcZ00ZksiO29zWCO2Roz8v4oeLlDCG5i4XkfL4zmoFJ1rRp2YhCcU+IigCSfSlmcllfklOUk71PkF4JzhCSitngpmqc7C/i5P4UQaFMdkiKAKITQbwwIvChzAmldlo2ogzDGaUdd+t5Iem0TbIZmEKhkIeoCHDXkhTJcxN8vl2Byfm3cgLu27BLTmCQNTAj54tCoVDIQ3QFhBOEEdnsiHsJOleAipczhOwuFvI9L0TObSZ3bgPBkhSFQiGP2y57c8YWXDczlHQFqHg5Q5zS+Opmwoj7JSfhbUQbdikU94bonhd3FUZO6dWh4oViB8kXnYHQODPDMMR+ERmG4XtehP5lMVusMFsZNvYk/RRBoUx29GZypV+6BXckdM8LZQQMwxDrHbFYGRgtZGKbLAxsGkBwbyNOuADCn1tPMDaFQnEOJEskRIURScdqkj2IVLxQTmb4hVrYp5BTy4DwL7pBu9hCn5v75AMIv+fFPrYPgR0yFAqFPM6ZrHGvQQSS6yVIii5XgF4JzgD9MBEgcJbBRO5CzTW9ikWAt4fAosvWrOvlIYKn0LHt+l1EIpGgsSkUinNwRl+Ku20ld8aEJs28UHi4F7OnWAQvgS/U3C+ht6cYYrGwF2r7FKXQIoBftkRwCyUtGVEo7oszGnaJ9qW4WaMx7XmhjIBskxVBle+Ec5OsC0/WX0IKZSpgILhKgWg/jZsKI5IlKVeAipczYMjXyL1GmUlmMEjueKHbdSkU94doiYTgFOUg/34v7HubxcrAaCbzwcxkN6E5WRd7OkW8vPHGG0hMTISvry/mzJmDw4cPn/L2X3/9NTIzM+Hr64u8vDz8+OOPzjjmmHGGcSLJX3ASZpJ6orVbbn8M1doUijtCck2DieAqBYPZCsY2oSl0bKcNZ1B7gDPjq6++wpo1a/DEE0/g2LFjKCgowPLly6FQKBze/sCBA/jDH/6AW265BcePH8dll12Gyy67DOXl5aSPOmbIbtcl72tEdrsuTX9SKJThGC1Wfk2D0KVlkhdqksMZgwSHM7gPkySGM1wF4n+rl156CbfddhtuuukmZGdn4+2334a/vz/ef/99h7d/9dVXsWLFCjz88MPIysrCU089hRkzZuCf//wn6aOOGYMTZvPJlKRI+ho5Yc/CJE1/UiiTHb1xaL2E4BkMghdq7r3Hy4PAcIZxKIMv9HCGfZZrsk5oEhUvRqMRR48exdKlS4ceUCzG0qVLcfDgQYf3OXjw4LDbA8Dy5ctHvb3BYIBarR72RRrnbEV0r5IU309DIDvCbxymmRcKxS3hMrMeBCc0SVyohwSGe2XCSTYCuwpExUtPTw8sFguioqKG/TwqKgpdXV0O79PV1TWu22/cuBESiYT/kslkwhz+FOgJ9o64ra8Rnx0h+ZxMzvQnhTLZ8RCLsCovBhdmR53+xuPEGaPM7tRkDJAVXRUdKpz/QhFu/vA3wWOPB88JfXQBWLt2LdasWcP/v1qtJi5gyPoaOaNh1736UvS0bEShuDXhgT5447oZRGI7JTtCcHMviWw1SWGkGjShsUcHD4FLXeOFqHgJDw+Hh4cH5HL5sJ/L5XJER0c7vE90dPS4bu/j4wMfHx9hDjxGSO4dIduwS+7cBoLeIiR3yFAoFPeGbAbDXfduTf79MUTz8N7e3pg5cyZ27tzJ/8xqtWLnzp2YO3euw/vMnTt32O0BYPv27aPefiJwSvmF6J4XAuc2OqMkRcULhUIZjlP8gdyt58VI7kPwAMG1GOOBeNlozZo1uOGGG3DOOedg9uzZeOWVV6DT6XDTTTcBAK6//nrExcVh48aNAID77rsPixYtwosvvohVq1bhyy+/xJEjR/DOO++QPuqYcUrjq5v9spBs2B16c6I9LxQKZTju6sysJziI4Ix+monOvBAXL1dffTW6u7uxbt06dHV1obCwEFu3buWbcltaWiAWD12U5s2bh88//xyPPfYY/vrXvyItLQ3fffcdcnNzSR91zJAUGM5p2HWvcWba80KhUEbDbXteuB5Egu+Z7lbuGg9Oadi9++67cffddzv8s6KiohE/u+qqq3DVVVcRPtWZ44xdLCRfdET7aUg27FJ7AAqFchJDF1P3LLWTfc90r3OPB5qHPwOINr4S7Xkh2AzMbdglMCpNG3YpFMpokO0dIZ+tJiG6SAoMV+l5oeLlDHBGwy7Zfhr3cnUluUOGQqG4NyQv1M5ZSOpuWXY2tj/NvLgfzmh8JVGSIvqLSL2NKBTKBECyd4SkCHBGVsfdYo8HKl7OAGd0t5NZgEfS24h88xlt2KVQKCczSDATwGWUScQmuRmYz45M4mkjKl7OALK7WJzRsEvw3ER+EcmJLgqF4t44Y7EnjW0Xm+BC0vFAxcsZ4IxdLGSX1LlZw66Z7nmhUCiOcffeEaKNxgRtDWjmxQ1x20VyJPtSSDbNESxJUSgU98Yp273dNLa7DX6MBypezgB39TYi6dPBpxJpwy6FQnEiThkWcLOloc7I4NNRaTfEORt2hf+nMTijc56kMSPteaFQKCfhjGVv7rap1l1LaeOBipczwDnmie4jjBiGGfr0I3BfisXKwGjhGsToy5VCoQyHZAOpu49KU/FC4WEYhpiqtVoZGAiVX8wWK8xWBoDw5zZarGDY0IKf22ATRQAtG1EolJGQ7LcjmfXl3utJnpvEvjADwbaJ8UDFyzgxWRjYNIDgLwzuxQwI/8LQ28UW+hdRbyR3bu7TCTDxo3kUCsX1cEZ2hOQggruVpEjupxkPVLyME+4fDiAgMOxiC/2LaC8CfAQuv3AlIw+xCF4eQsdmhZG3pxhisUjQ2BQKxf0h2ZxqMBNsESAZ2wkL8Cb6wyQVL+OEa3oViwAvD2Evppww8vIQwUPgC7X9L7hIJPC5+WZdcgZjtN+FQqE4gmiWgWR2hGDPCylBxzDMUKZrgvdu0SvCOLFPUQotApwzOkdufwxZa3daMqJQKCMhZXsy7ELtZv2NJguZ/kaDmVx/43ih4mWcuOuOF2ecm8QSOQNBYUShUNwbs8XKTyMK/d5m398o/CCCe/Y3ckIRoA27boczRpndbbsu2aY21/DRoFAorof9hVro9x+S/Y2DTuhvFImE72/kzu1JoL9xvFDxMk6cs0SOYO8IUWFEcO8NzbxQKJSTsB9yEHwQwQn9jd4eYnL9jZ7Ctza4yo4XgIqXceOcJXLu08AFDO1ZILokijbsUiiUk7D3NSLVg+hHtL/RTSeNqHhxP8g21RL0NSI43kYbdikUykTA98S52T4ToqV2gh/4hp6TiZcOE38CN4Nk4yvJzAu/FZFgXwqJhl1XMQGjUCiuB98TR7CXj+T7GlHbARIfJglm2ccLFS/jxDlunXQh0lBs7s2JvlQpFMpwyJobkl/fT2Y4g9yQA8ks+3ihV4Rxwv2ykPCMcIoaJ/iCJpGmpGUjCoUyGnqnvB+TK7+QOPdUmf6k4mWckN2XQv5TBMlUItH6LRUvFArlJAZJZquJvh+TOzfJPiBXmv6k4mWckByVdt+GXfLL9ah4oVAoJ0OyZE3U8NEJlgYkM0YkRNd4mfgTuBkGki86PpVIsi/FvfyHSP6SUygU94akSaBzVlfQc58pVLyME2f4D5G4UPPuqCQ75wl8+iG5uI9Cobg3RCdr3LxFwN3OPV7oFWGckFW15Mf+yGzYJd/d7gpKn0KhuBbce4+7Xaj5xlc3LXe5wvsxFS/jhKx5ons27JLtbncdpU+hUFwLov0dTugdIZkJJzpt5ALvx1S8jBNn7HkhEpvgOLOB6A4Z2wI8WjaiUCgnoXfTyRqSPYhEWxsIPt/jhV4RxgnRLnEn7HkhmR0h2TTnCr8sFArFtdATLIc7IztC5D2TYMZITzD2eJn4E7gZBieUjdy2L4V6G1EoFCfilHFmgn0pRGO72XMyXqh4GSfuuueF5CcU/twEhJGB4A4ZCoXi3vTpjAAAfwIX036CsblzkxAB/QNOOLcLvB9T8TJO3HVUesiTglxjG23YpVAozkJnMOOX+h4AwKzEUEFjDxjNONjYCwCYOS1E0Ng6gxmHmvoAADMShI2tNZjxW3M/kdhqvQnHWmyxBX5OzgSi4qWvrw/XXXcdgoODIZVKccstt0Cr1Z7yPosXL4ZIJBr2dccdd5A85rggObrrjGZgEg6pRBt2CcamUCjuy44qOfQmKxLD/JETGyxo7D013dCbrJCF+iE7RtjYe2u7YTRbkRDqj8zoICKxk8IDkBoZKGjsPTXdMFkYJEcEICVC2NhngifJ4Ndddx06Ozuxfft2mEwm3HTTTbj99tvx+eefn/J+t912GzZs2MD/v7+/P8ljjgtuVIw27I6MTbb5jGZeKBTKEJtLOwEAF+fHQiQSCRp7a0UXAGBFTrTgsX+2xV6eEyV47G222BdmE4hdKbfFjhY07plCTLxUVVVh69at+O2333DOOecAAF5//XWsXLkSL7zwAmJjY0e9r7+/P6KjXeMJOhmDE5bUEbVJJxhbaGHEMAzteaFQKCNQ603YU9MNALi4IEbQ2AazBbuqFACAFbnCxjaardhZzcZeniPsNc5kGYp9YU6UoLGNZiuKbLGXZQsb+0whlos/ePAgpFIpL1wAYOnSpRCLxTh06NAp7/vZZ58hPDwcubm5WLt2LQYGBka9rcFggFqtHvZFElINuwzD8CUSoXeaWKwMjPy0kbCxTRYrLFbGFltYgcEJF4CWjSgUyhA7KuUwWqxIjQxERpSwpZcD9b3QGMyIDPLBdJlU0Ni/NvZCozcjPNAb0wXuSTnU2GeL7YNCmbCxf21kn5PwQOGfkzOFWOalq6sLkZGRwx/M0xOhoaHo6uoa9X7XXnstpk2bhtjYWJSWluLRRx9FTU0Nvv32W4e337hxI9avXy/o2UfDbLHCbLtQC50dMZitYNjQBGJb+P8WOjvCiTkA8BW4GZgrGQE080KhUIYYKhnFCF8yKufKOtEQi4UuvbCxl2VHwYNY7EjBY2+3lYyWZUcK/pycKeMWL3/5y1/w7LPPnvI2VVVVZ3yg22+/nf/vvLw8xMTE4IILLkBDQwNSUlJG3H7t2rVYs2YN//9qtRoymeyMH/9U6IdlAgQWGCZysfX2sQXOjnCNwCIR4O0hrHjhMlGeYhG8BI5NoVDcE9WACfvqbCWjfGHLOmaLlRcBF+UKW9axWhlsq7D1jQhcMmKYodhCl3UYhrETL65RMgLOQLw8+OCDuPHGG095m+TkZERHR0OhUAz7udlsRl9f37j6WebMmQMAqK+vdyhefHx84OPjM+Z4Z4N9JsBH4PILl8HwIHCh5mJ7e4oFV81649COF6E/AdExaQqFcjI/V3TBZGGQGR2E1EhhS0aHm/vQP2CC1N8Ls5OEHb8ublNCoTEg0McT81LCBI1d1q5Cl1oPf28PzEsJd5vYZ8O4xUtERAQiIiJOe7u5c+dCqVTi6NGjmDlzJgBg165dsFqtvCAZC8XFxQCAmBhhFfaZYD/KLPSFmqwpIzlfo6H9MeQamH2oeKFQKGB77D7+tRmA8FkXAPjZVjJalhUFT4E/RHKZkcUZEYKvrLCPLXTmnsu6LEoXPvbZQCwXn5WVhRUrVuC2227D4cOHsX//ftx999245ppr+Emj9vZ2ZGZm4vDhwwCAhoYGPPXUUzh69Ciam5uxadMmXH/99Vi4cCHy8/NJHXXMOMPwiqw7qnsKI9qsS6FQAODN3Q0ob1cj2NcTvz9H2PYAq5XhR6QvyiNR1hnqpRGa7QTHmIdKXa5TMgIIL6n77LPPkJmZiQsuuAArV67E/Pnz8c477/B/bjKZUFNTw08TeXt7Y8eOHbjwwguRmZmJBx98EFdccQV++OEHksccMyRHmUkKDAPB7Ah/bhKZF1o2olAoNkrblHh9Vx0A4KnLchEZ7Cto/OI2JeRqrqwjbHmkXqFFY48O3h5iLM44feViPDT36FAj18BTLMKSjMjT32EctPQOoEaugQeB2GcL0SV1oaGhp1xIl5iYCIYbsQEgk8mwZ88ekkc6K8hu1yVp+EjSlNEJho9UvFAoUxq9yYI1/ymB2cpgVX4MLi0YfU/YmcKVjJZkRgr+nsMteDsvNQxBvl6CxuayLucmh0HiL2xsrnl5dmIopP7egsY+W2g+fhw4o/xCNKtD0nuISGxymS4KheI+PP9zDeoVWkQE+eDp1bmC9xwyDIOfyslMGQFDW3WFnjIChgQGibIOv1XXxUpGABUv48IZ3kNE/YEI9KUQ9TXi/JhozwuFMmU52NCL9/c3AQCeuyIfIQHCZwCqOjVo6RuAj6cYi9KFLet0KAdR2qaCSAQszRJWBPRoDThygjVLFDp2n86II82sgaQrjUhz0KvCOOC365Lw8HGCrxHR2G72nFAoFNdHozfhoa9LwDDAH2YnYEkmmb4LrlF3YXoEAnyE7abgGnXPmRaCiCBh13rsrJKDYYD8eAlipX6Cx7YyQHZMMOJDXMdfkIOKl3HALZIjORZM1HuI5LQRkeeENuxSKFOVPp0RD31dgnblIBJC/fHYqixij7W1nN3YS6JkxJVeSEwZ8ZNABDIjrriYzh6iDbuTDZKjuyTHsA1ES1LkGnaHTBmpxqZQpgp6kwXv72/CW7sboDGYIRYBL1xVIHhGhONQYy9q5Vp4ikW4IFPYC3W/zohDTWzpRegxZp3BjH31PQCAZQLHHjRasNe2xdgV+10AKl7GBdHyC59lILfnheSotJ/AvkbDYtPMC4Uy6bFYGXxzrA0vb69Fp0oPgC1ZPH5xtuDbbjm0BjMe+m8JAOCKGfGCT+vsrFbAYmW3ASeECVt62VvbDaPZimlh/kiPChQ09i/1PdCbrIiT+iE7JljQ2EJBxcs4IFnaMThhAZ7QWx3tYxMZlaY9LxTKpIdhGBTVduMfP1ajRq4BAMRJ/fDw8gxcWhBL1AjwmS1VaO0bRJzUD49dLHxZiuRiOn4SKDtK8Omr7XYGkkLHFgoqXsaB+zbsEuyncUI2itoDUCiTk7I2FTb+VIUDDb0AAImfF+5ekoo/zZ1G/EPL7moFvjjcAoAtSwm9f8W+9CK0eDFZrNhZRcbk0WJlsLOK9SUk0UsjFFS8jAO+gZRAiYRswy5J3yTyTcy0bEShTC5a+wbw/M812FTSAYA1jb1pXiL+vDhV8NKNI/p1RjzyTSkA4Jb5SZgrsFEiAOyp7YbeZEV8iB+yYoQ1kPytqQ9qvRlhAd6YkRAiaOxjLf3o1RkR7OuJWYTKdUJAxcs4MDilROKeO2SEdtm2j00bdimUyUG/zojXd9Xjk1+bYbIwEImA3xXGYc2F6U4bx2UYBo99V45ujQGpkYF4eHkGkcexLxkJXXrhSkZLs6LgIXBZjZsyuiArCl4Cm1MKCRUv48AZ48xEpnaIWg84Y0qKZl4oFHdGb7Lgg/3NeLOoHhq9GQCwIC0cj67IRG6cxKln2VTSgS1lnfAQi/DS7wuIvL+YLFbsrGZLL0KXjOxNHoWeBLKP7aoj0hxUvIwDo01geBPIMhhtWQYSsQ1Ez00uNn9uF1b/FApldCxWBt8ea8NLdhNEWTHBWHtRJhYKvMl2LBS3KrHu+woAwD3npyI/XkrkcQ439UE1aEJYgDdmThO2rFPRoUaHSg9/bw+clyq8gWRz7wC8PcQT8u8zHqh4GQdGC7kLtcnCEIxNTgRw5yZRNjIRfL4pFAoZ+nVG1Cm0qJFr8NmvJ1DdxU4QxUp88dDyDFxWGEd0gsgRCrUez/1cg/8ebQPAbqS9a0kqscf73NYIvCxb+LIOlxlZlB5B1EAykNBeHaFw7dO5GNzFlEQdkKzAsJ2bROaF6HPCEItNoVDOjl6tAbVyLeoVGtQptKiVa1Cv0KJHaxx2uyBfT9y9JBU3zEt0egnYYGbLVa/vrIPONhl5+Yw4/G1lFrH3lS2lndhS2gmxCLh2ToLg8UmaJW7jt+oKP9otNFS8jAOuROLlIfynBoOZnAjgSzsEzm10xrk9XXPPAIUy2WEYBj1aI+oUGtTJtahTaGyCRYs+nXHU+8VJ/ZAeFYgCmRQ3zE0kYqZ4KhiGHfd9ekslmnsHAAAFMimeuCRb8OkcexRqPR77rgwAcNcS4ctSJ3p1qO7SwEMswpIMYX2e5Go9SlqVrIFkNhkPKSGh4mUcOCU7QkBgOCNjRPLc3h60YZdCIQnDMOjWGPgMSp1Ci3q5FrUKDZQDplHvJwv1Q3pkEFKjApEWGYT0qECkRAQSW+U/FuoVGmzYXIW9teyOlYggHzy6IhOXTydbrmIYBn/5tgz9AybkxAbjnvPTBH8MbhJoTlIopP7CCkIudqFMisggX0Fjk4CKl3FgdEZfCpHSjruem5wwolCmIgzDoFOlR0O3dqjkI2cFi9o2BXQyIhGQEOqPtMggpEUFIi0yEOlRQUiOCIC/t+tcQlSDJry6ow4fH2yG2crA20OMm+cn4e7zU53Sv/HVb63YVa2At6cYL19dSOQ9cSobMZ6M67zy3ACnlEiIxGZrve52bpK9OhTKZGbQaEFjjxYN3To0dmvR2K1DQ7cWTT06DNh6P05GLAKmhQUgNTIQ6bZMSpotk+LK6wosVgb/OdKKF36uQa+tlLU0KxKPrcpGYniAU87Q2jeApzZXAgAevjAD6VHCLqUDgB6tAUdOsCaPywQev9boTTjQwJo8Cm0gSQoqXsYB2fKLrTmV4CSTuzXVmsy2jBFt2KVQRsAwDLrUel6Y2H9vVw6Oej9PsYjNpESxGZTUSFaoJEcEuLRIccThpj6s/6ECFR1qAEBKRADWXZKDRU4c87VYGTz4nxLojBbMTgrFzfOTiDzOrioFrAyQGxeMOKmfoLH31HbDZGGQHM6KV3eAipdxMFQica/GV5K9OiSnjUiOplMo7sKg0YKmnpMESo8WTd06foLGEVJ/L6REBCI5PAApkUPfE0L93X6Cr0M5iI0/VeMHm71AkK8n7l+ajuvnTnPq381sseKl7bU43NyHAG8PvHhVgeCj0RzbbGaJJDIjXDlqGYEJJlJQ8TIOTGZyDaTOaAZ2t54XE0FBR6G4EgzDQK422AQKW+4ZSxbFQyzCtFB/JEcEsEKF/x6IUCdP+DgDvcmCf+1pxFt76qE3WSESAdfMSsBDF6YjLNDHqWc53NSHdd+X83tsHr84G7JQMhYH7cpB7KuzlXUEFhgmixW7a1zfiPFkqHgZB3yWgUTmhWBWx0BwxJtorw5t2KVMMvQmB1kUW1/KqbIoEj8vpNgJE06kJIT6T4nMJMMw+LGsC3//sYoXc7MTQ7Hukmyn2wvI1Xr8/ccqfF/MZn0kfl54ZEUGrp4lI/J4ViuDh/5TAoPZinOmhSBD4H6aQ4190OjNCA/0QaGM3Bi50FDxMg6IlnacUDYiGpuA6KIbdinuCMMwUGgMaFBo0dCjQ4NCi8YeVqC0KwfBMI7v52HrRTm5zJMcHoDQAG/Bzf3chcoONdb/UIFDTWyzaqzEF2tXZuHi/BinPidGsxUf7G/Ca7aFd1zW5+HlGUSzXB8dbMbBxl74eXnghasKCJg8suWopVmRxEpeJKDiZRzwK/zdrfGV0Kg0wzDEzm22WGG1vcnThl2KK6I3WdDcq0ODQmcr9XAiRQetwfHYMcB+Uj+5zJMSEYCE0AAq1O3o0xnx4rYafHG4BVaGtSD5v0UpuHNRCvy8ndtYvLe2G0/+UIHGbh0AYHqCFBsuzUVePNmsT71Ci3/8VA0A+NuqLMGnpxiGcbsRaQ4qXsYBqQZShmGIxbZYGVisZEQXd2ZA+HNzogigPS+UiYNb3lZ/Upmn4TRZFLFtN8rJfSjJEQEIm8JZlLFgsljx2a8n8NL2Wn73zKq8GKxdmYn4EDI9JaPR2jeAp7dU4mdbQ2t4oDceXZGJK2bEE/dnMlmsWPOfYhjMVixMj8B1BKwGytvV6CRk8kgaKl7GiL0IEPpiSvJCbbITGEKPYduf252EEYVyMlwWhes/abD7fqosSrCvJ5IjAkdmUcL84ePpXmPHrsAvdT1Y/0MF6hRaAKwD9ROXZOPc5DCnnoNrDH6zqB4GsxUeYhGunzsN9y9Nh8TPyylneHN3A0rbVAj29cRzV+QTEbzbbSWjhWnCmzyShoqXMTJMBAjcQGofm6QIEPzcZvvY5ESXpxvVYSmuC8Mw6NYa2DJPj3boe7cWbf2nzqLIuCzKSf0oNIsiDCd6dXh6SxVfwgjx98KDF2bgD7MTnNqHwTAMdlQpsGFzBVr72Mbgc5NDsf7SXGREC794bjRK25R4fVcdAOCpy3IRLSGzrp+kySNpqHgZI8PFC8HsCEmBISZzbrEIgr/B2E8x0YsDZTzoTRac6B0Y6kPp1qGhR4dGhRaaU2RRgnw9R2RQUiICaRaFIDqDGW/srsd7+5pgtLAZjj+dOw0PLE2HxN85GQ6Oxm4t1v9QiT02T6ToYF/8bZXzG4O7VHqs+U8JzFYGq/JjcGlBLJHHae0b4E0ez890fSPGk6HiZYwYzQSzI+YhEeBJKPPi5SESvEZrMBPc8UInjSingMuisGUe3bD9KG39A3yz98lwWZTk8JFjx+GBNIviLKxWBt8Vt+MfP1VDoTEAAOanhmPdJdlEVuufCp3BjH/ursd7+xphsjDw8hDhtgXJuGtJqlMNJk0Wdprp1R3sNFNEkA+eXp1L7DX59ZFWAMCsxBDBTR6dARUvY4Tr7/AUCy8CSG6p5Vbsu+0INt3xMqUxmC1o6R1Ag93iNq4fRTOKkSAABPl4IjkyECknlXmm0SzKhFPSqsSTP1TgeIsSANvY/NiqLCzLjnKqeGQYBptLO/HMlip0qfUAgEXpEXjikmwkRzh3Rf6B+h6s21SBeluvz/QEKZ69Ih8hhEawy9tVeLOoAQBw7ZxpRB6DNFS8jBFn+Bq52/p+oucmKLoorodywMgKEwUnUFiR0tI3wDfKn4xIBMhCHG2XDUBEoA/NokwwWoMZdXIN6hRa1Cu0qJNrUCvX8kvm/L09cPf5qbhlfpLTBWVNlwZPbCrHr43s7hhZqB/WXZyDpVmRTi8RPb2lEptLOwEAYQHeePSiTFxJcJpJb7LgQVtZakVONC7JjyHyOKSh4mWMcOULg5ndkJkk4Lw9F3vAxH7KTAgTbhzQxxZbZzCjrX9A0FFD7txqvQmdqkHESIQzC+M2DSsHTejWGBAR5NzV3xThsVgZdCgHUa/QDgkUm1jh3IAdEejjiZSIANtUTwA/3TMtzN/tJiQmI2q9CXVyLeoVGtTJtahVaFEv16BDpXd4e5EI+F1hHB69KBNRwWQaUUdDNWjCKztq8fHBE7BYGfh4inHXklTcvjDZqa8lbuHdqzvrMGC0QCwC/njuNDy4LIN4r8/L22tRI9cgPNAbz/yOXFmKNFS8jJGoYF8syYjA7ppuvLKjFq9eM12w2HFSPyxIC8e+uh68srMWL/2+ULDYslB/zEsJw4GGXry2sw7PXVkgWOzEMH/MTgrF4aY+/HNXPZ75XZ5gsVMiAlEgk6KkVYl39zXiryuzBItNIcuA0cz3ofClHoUWTT06vk/KEbESX6REBg5rlk2JDERkEM2iuAKqARPqFGwmpU6uZf9bruVLLo6IDPJBWhTrWs19T48KdHqPhdXK4JtjbXh2azV6tKxQXpETjb+tyiLmRzQa++t7sO77cjTYFt7NSJBiw+pcp9gcHG7qwzv7GgEAGy/Pd7oflJCIGGa0AcGz45lnnsGWLVtQXFwMb29vKJXK096HYRg88cQTePfdd6FUKnHeeefhrbfeQlpa2pgfV61WQyKRQKVSITg4+Cz+BiMpb1fh4td/gUgE/HjvAmTFCBe/tE2JS/+5HyIRsO3+hUgTsGntWEs/Ln/zADzEImx7YCFSBKznHmrsxdXv/AovDxF2PbhY0DeC3dUK3PThb/Dz8sC+R5cg3I1/0SYb9mPH9TZxMhYjQW9PMd8smxIRwIuVpPAApzZHUkZHOWBErZ044b5zjbWOiA72RVpUIFIjA5EeFYS0SPa/XaERtKxNhXWbyvkem+SIADx5SQ4Wpkc49RydqkE8vaUKW+xKRH+5yDkL7wC2jHfRq3vR2jeIq2bG4/mrhPsgKxTjuX4Te7cwGo246qqrMHfuXPz73/8e032ee+45vPbaa/joo4+QlJSExx9/HMuXL0dlZSV8fZ2bXnREbpwEq/JjsKW0Ey9uq8F7N8wSLHZ+vBQrcqKxtaILL22vxVt/nClY7BkJIbggMxI7qxV4eXst/nntDMFiz0kO47NGr+2sE/QXYnFGBPLjJShtU+HdfY1YexHNvjgbi5VBS98A6uQam0gZ6kk5VcNsaIA3UiICkMpnUtivuBA/t/JPmaxYrQzalYO85xJXwqtTaNGjHV2kxEp8kWoTJ+lRgUiNDEJqZKDTFreNhz6dEc//XIMvf2sBwwAB3h64b2kabpyX5NQpRqPZivdtnkhciehP507DGieUiOx5ZksVWvsGESf1w7pLsp32uKQglnnh+PDDD3H//fefNvPCMAxiY2Px4IMP4qGHHgIAqFQqREVF4cMPP8Q111wzpscjmXkBgIZuLZa9tAdWBvjmznmYOU04F846uQYXvrIXDANsuvs85MdLBYtd2aHGytf2AWCzRtmxwj03x1v68bs3D0AsAnasWSRop/6OSjlu/fgI/L098Muj5xM1QJvKmCxWnOgdGNa3UCfXoLFHN2xNgD32K/DZDMrQ+DH9d3INdAa2hMcu5Rsyimzu1UFvGr2EFyf1s5V5ApFml0kJ8nU9kXIyFiuDzw+dwAvbaqEaNAEALiuMxdqVWU7vsTm5RDRzWgg2rM5BTqxznbC/L27HfV8WAwC+uO1czE1x7sbiseISmZfx0tTUhK6uLixdupT/mUQiwZw5c3Dw4MFRxYvBYIDBMPRJQa1WEz1nSkQgrpwZj/8cacPzP1fji9vOFawenxYVhN9Nj8O3x9rxwrZafHzzbEHiAkB2bDAuzo/B5tJOvLRd2KzR9IQQLM2KxI4qBV7dWSdoP9AFWZHIjQtGebsa7+1rxCMrMgWLPRUxmC1o7hngSwH1CrYs0NSjG2b3YI+vlxipkYFIjQgcyqTQsWOXwWpl0KEaHOa9xG0QPlU/ipeHCIlhAUi2NUEnhwcgPSoIKZGBCHTTEt6R5j6s+74ClZ3sdSAzOggbVudidlKoU8/RqRrE05ursKVsqES0dmUWLp8e55QSEUe7chBP/VCJrRWsDcDN5yW5rHAZLy7zCu3qYp/cqKjha4qjoqL4P3PExo0bsX79eqJnO5n7lqbju+Md+LWxD/vrezE/TThDq/svSMem4g7sre3Gr429gnp6PLAsHT+WdWJHlQLHWvoxI0G4rNEDy9Kxo0qBTSUd+PPiVMFWaYtEItx7fhpu/+QoPjrQjNsWJBPbfTCZ0JssaOjmRlS1fKPlid7RR4/9vT1sn7CDhj51RwYhPsTPqW+4FMfoDGY09QzfddPQrUNTj/aUWZSwAO8Ro+QpEYGID/ETfCnmRKFQ6/GPn6rx7fF2AKzn1IMXZuC6OQlO/TsazVb8+5cmvL5rqER0/dxEPLDMeZ5I3Dne3deI13fVQW9iNxffNC9xUn34G5d4+ctf/oJnn332lLepqqpCZqbznqC1a9dizZo1/P+r1WrIZDKijxkn9cN15ybgg/3NeP7napyXep5g2ZeEMH9cM1uGT39twQs/1+DrO+YKFjslIhBXzIjH10fb8OK2Gnx267mCxAWAnFgJVuZF48eyLry8vRZv/0m4np1l2VHIiglGVaca//6lCQ8tzxAstrujM5jR0M0JFNu4qkKLlr6BUb16gnw8h02ApNpKAzHBvlSkTDBWK4NOtZ4VJgotGnuGsimdo4weA2wWZVpYwAjvpZTwQKev2XcmJosVHx1oxis76qA1mCESAVefI8PDyzOcPknzS10P1m0qR6OtRHTOtBCsn4AS0cnnmJ0UiqdWO9ebyRmMS7w8+OCDuPHGG095m+Tk5DM6SHR0NABALpcjJmZoaY5cLkdhYeGo9/Px8YGPj/OnUP68OBVf/daKkjYVfq6QY0VutGCx7zk/DV8facORE/0oqu3GkgzhfCfuvSAN3xW3Y399Lw409GBeinBZoweWpuOn8i5srehCebtKsNE/kUiE+y5IxR2fHsOHB5px64Ikl5hicCYavclW4nG88MsREj8vvqky3U6s0NHjicd+nNz+e1OPDoMmy6j3CwvwHpZBSQ5nS3iySZRFGSv763vwhN1W2gKZFBsuzUGBTOrUc3QoB/HMlqESUXigN9ZelIXLZ8Q59ffs5FJVeKAP/rYqE5cVOvcczmJc4iUiIgIREWTGy5KSkhAdHY2dO3fyYkWtVuPQoUO48847iTzm2RAR5IObz0vCP3fX48VtNViWHSXYFEVUsC9unJeIf+1txAs/12BRWoRgn4hlof74w+wEfHzwBF74uQbf3BkmaM/O6oJYfFfcgZe21+L9G4Xrq7kwOxqZ0UGo7tLg37804cELJ2f2RW+yoF6hRa1cgxq5BrVdpxcp4YHebPbEPpMSGUS9eiYYhmHQqdKP8F5q7NaOusANYC1IpoX588v47I0ip5pod0S7chDPbKnEj2VsO0FogDf+siITV850zsgxB1ciem1nHQZNE1siOnnh3UScw9kQ63lpaWlBX18fWlpaYLFYUFxcDABITU1FYCA7jZKZmYmNGzfid7/7HUQiEe6//348/fTTSEtL40elY2Njcdlll5E65llx28JkfPLrCdQptPi+uB2Xz4gXLPYdi1Lw2aEWVHSo8VN5F1YJuML57iWp+M+RVhxrUWJ3jQLnZwpnh37f0nT8UNqJXdUKHD3RL9g0llgswj3np+Guz4/hjd31CPH3xk3nJbrtxZmd7tGhpktrJ1I0aO7VjWoqGBnkg/SoIFuZhxUoqZF0smeiGTRa2AZZuz6URlsm5VRZlNAAbzuDyKHvslB/aovhAL3Jgvf2NeKfu+uhN1mHLtIT4EC9r64bT2yq4EszsxJDsP7SXEGnOMfCgYYerPt+KPs0c1oInlrt/HNMBMTEy7p16/DRRx/x/z99OjuBsnv3bixevBgAUFNTA5VKxd/mkUcegU6nw+233w6lUon58+dj69atLrHjxRESPy/csSgFz26txss7anFxfqxg+wNCArxx64IkvLKjDi9ur8HynCjB0sKRwb64YS6X2anF4vRIwT6xJIUH4MoZ8fjqSCte3l6LT2+dI0hcALgoNxpXzWR7djZsrkRVpxpP/y7XpSderFYGbf2DrECxfdV0adDYreN9p05G6u+F9KggZEQFIT3a9n0CtpJShmAYBl1qPRoUQ2PH7I6UUy/l8xSLkBDmPyKDkhweSBvPx8GuajnW/1CJE70DANg+jvWX5gi6KHQsdCgH8bRd1ic80Ad/XZmJ3013bmlGodbj6S1V2FTSAcD5C+9cAeJ7XpwN6T0vJzNgNGPR80Xo1hjw1GW5+NO5wjl0avQmLHxuN/oHTHj+ynxcdY5wjcj9OiMWPLcbWoMZb1w7Q9DMTlv/AJa8UASThRF8pwDDMPj3L034+49VsDLsau0nL81BRnTQhIoYhmGg0BhQ0zUkUGptfSmjffoO8PZA2skiJTqQmgpOIINGCz/Rw5d7etj/HjCOnkUJ8fca4b2UHBGABJpFOSuae3TYsLkSu6oVAICoYB/8dWUWLi2IderviMFswXv7mvDPXfV8ieiGeWxpJtiJu2/MFis+PKlB+Y9zpuGhC5278I4U47l+U/EiAB8fbMa67ysQGeSDPQ8vgZ+3cBfRd/c24pkfqxAn9cOuhxYJeoF+eXstXt1Zh+SIAGy7f6GgDX+Pf1eOT349gVmJIfjP/wk3McWxp7Yb93x+DGrbllcvDxHSIoOQGxeMnFgJcmKDkRUTTGTlfL/OOJRFkWtQayv9cAuxTsbbU4zUiEBkRLM9KWwmJQhxUjqCPBEwDAO52jCsD2Us1gYeYhGmhfrzIoVvmqVL+QRnwGjGm7sb8M7eRhgtVnh5iHDz/CTcc36a03fQ7K3txpObKtDYM1Qi2rA61+lZn8NNfVj3fTmquzQA2Ablp1fnIi/eudNMJKHixcnixWi24vwXi9DWP4i/XJSJOxalCBZbb7Jg0fO7IVcbsP7SHNwwL1Gw2Bq9CQue2w0lgcyOXK3Hwud2w2C24uObZxPxEWnq0eGpzZU4eqLfoXAQidgyVk6sBLmxQ6JmrOl6rcFsm+rRoKZrqIm2exSPFw+xCIlh/siIDhpW9pkW6j/lJkFcAb3JMmxhG5dBaezWQneKLIrU34sVJnZjx8kRgUgI9XfqWvmpCMMw+LGsC89sqeSbmhekheOJS3KQGinc5u6x0K4cxNObK/FT+VCJaCKmd7o1Bmz8qQrfHmN32IT4e+HRFZn4/TmySffhh4oXJ4sXAPjv0TY89HUJJH5e2PfoEkFTiZ/+egKPfVeO8EAf7H1kMfy9hfvk8a89Ddj4UzXiQ/yw68HFgr45P7W5Ev/+pQkF8RJ8d5dwu3BOhmFYn5bydjUqO1So6FCjvEMFudqxyIiT+iE7Nhi5XIYmNhiqAdOwCZ8auQZt/aN/CpeF+vEZlIzoIKRFBiE5IgC+Xq7bfzMZ4bIojd1Dq+8bbd87VIOj7roZyqIEjCj30CzKxFAn1+CJTRU40NALALwHz4XZURNaIvIQi3DD3ETcvyzN6SWiT389gRe31UJjKxFdMysBjyzPmLT9UlS8TIB4sVgZLH9lL+oVWtx7firWCDjKazRbsfSlPWjpG8AjKzLw58WpgsUeNFqw8PndbM/O6hz8aW6iYLF7tAYseHY3Bk0WvHv9OViWLdxU01jo1hhQYRMzlTZBwzX8jZWoYHbCxz6TkhYZSB2QnYzBbMGJ3gHevbpeMTTVc6osisTPa0QfSgrNorgEehPbX1Sn0OJwUy++PNwKs5WBj6cYdyxKwZ2LU5z+YWCPrUTUZCsRzU4MxYbLcpAZ7dwS0dETfXj8uyGbg7w4CZ66LBeFTt5h42yoeJkA8QIAW8s7ccenx+Dv7YG9jyxBuIAbHv93vA0PfMVmdvY+skTQ+X2SPTvPbq3GW0UNyIoJxpZ75k94mlOtN6GqQ43yDjUqOlSo7FCjTqFFoI8nMqLphM9E068z8q7VDd06Xqy09A2MOkLuIRYhIdR/xHbZ5PAAhAbQXTcTjb1VRa18yFPL0VqAC7Oj8PjF2ZCF+jv1jCd7AEUE+eBvK7OwutC5jcG9WgP+8VM1vj7aBoAV3w8vz8AfZidMCTd2Kl4mSLwwDINL/7kfZe0q3DI/CY9fLJztuMXK4KJX96JWrsU956cKuqTNaLZiyQtFaFcO4q8rM3H7QuF6dpQDRix4djc0BKaahMJsYb0/6EXOOVisDNr6B1iBotANEyt9OuOo9wvy8bS5VwciJZIdN06NDEBCaADNorgAg0ZWpNQp2Ck7VqRoTik8g309+d1FK/NiiPTGnQquRGTvAXTjvETcvzTNqQ7aFiuDzw+34Pmt1fwQwu/PicejKzKdbnMwkVDxMkHiBWA7069//zC8PcUoemgxYqV+gsXeWt6FOz49SiSz858jrXjkv6UI8WczO0L+4r6yoxav7KhDamQgfr5/4ZT4BEEZMhKsV2iHBIpCh6ZeHYzm0Y0E46R+QztRItl+lNSIQERQWwOXwN5Pq1ahQb3NV6u1f3Q/Lam/F9Ijg5BqM/xMj2LLrxP5b1pUo8D6HyqHSkQT5AFU3KrE49+Vo6yd3XmWHROMpy7LFWzBpzsxnus3LdwLzIK0cMxJCsWhpj68trMO/7giX7DYy3OikB8vQWmbCm/ubsC6S4TL7Fw+PQ5v72lAY7cO7//SjPuWpgkW++b5SfhgfzPqFVpsKmnH76YLt4mYMrFw+20aFHalHpup4KlW4Ht7iofMA08aPRayIZ1y5qgGTWjknMltflp1Cu0pG9nDArz5DdD8NmgXs6po6x/AU5sr8XOFHABbInpslfN3x/TrjHju52p8+VsrGAYI8vXEQxPghO2u0MwLAY6e6MMVbx2Eh1iE7Q8sRHKEcCN+++q68ad/k8ns/FDSgXu+OI4gH0/sfWSJoB3tbxbV47mtNZgW5o8daxbRxV1uhtXKTnSxFzKNnYu1FlqDedT7hQV482UeLpOSGhGIWKkfzcC5AFwJj1vIZ29x0KN1PK0HsGPDaZxNhS2LkhYZ6NIlDoPZgnf3DtkLeIhFuGleIu5zconIamXw1ZFWPLu1GsoBdsXD5TPisPaiLEQEue7z5wxo5mWCmTktFBdkRmJntQIv76jD63+YLljs+anhODc5FL829uH1XXXYeLlwmZ1VeTF4s6gBVZ1qvL23AWsvyhIs9o3zEvH+L0040TuAjw4049YFZ+Y+TiELdzHjxAn3abteMfqmYLEImBYWwGdP7HtSJutIp7uh1pv4HTf224ObewdOWcKLCvYZZvqZFskKFXf7dy2qUeDJTRVotk0bzkkKxYYJKBGVtanw2PflKGlVAgAyooLw1GW5mJ0U6tRzTAZo5oUQlR1qrHxtHwDgx3sXCGqUZZ/Z2bFmEZLCAwSLvaNSjls/PgJfLzH2PrwEkcHC+Uq9/0sTNmyuBAD8eXEKHrowY8Knj6YqZosVJ/oG+KZKVqiwFzbDKBczLw8R2yRr61vgjCETw/1d2l9qqmCxMmjvH0TDMO8lNosy2mJFAPDxFCPJgUFkUniAUzMSJGjtY0tE2yrZElFkkA/+NgElItWACS9sq8Gnh06AYYBAH088sCwd18+dRrPQdtDMiwuQHRuMSwpi8UNJB17cVoN/3zhLsNgzp4Xi/MxI7KpW4OXttXhNwMzOBVmRmJ4gxfEWJd7YXY/1q3MFi33jvEQoNAa8vacBbxY1oKZLg1euKXT7N0hXxmhm3avruDFVhRb1ci2aekY3hvTxFCMlgnOuDkSq7VM33RTsGmi4LIrd5uCxNEJHBvmMECgpEYGT0qZCb2JLRG8UDZWIbj4vEfde4PwS0X+PteEfP1Xzk3SrC2Px15VZiBLwg+FUhGZeCNLYrcWyl/fCYmXw3zvm4pxE4VKDFR0qrHrtFwDAT/ctENRn40B9D6597xC8PETY/dBixIcIu3Phu+PtePSbUhjMVqRGBuK6OQnIj5ciJzaYbqg9Q+wXftXbREqdQovmHh3Mo8yp+nl52EoCXDaFLQnIQv1pP8oEY7Ey6FAOntSHwpZ7FKfIonCN0Mk252qufJcc4f5ZlLGyu0aB9XYlonOT2RJRepRzS0QVHSqs+74CR0/0AwDSIgOxYXWuoEa1kw06Ku0i4gUA/vJNKb78rRWzk0Lx1e3nCpqqvPvzY9hc2omlWVF474ZzBIsLANe++ysONPTi9+fE47krCwSNDQAlrUrc/smRYSv8PcUiZEQHoUAmRUG8BAUyKdIig+iF1A6j2YqmHt0wG4N6hRYnHCz84gj08eRFCte3kBo5OT9xuxtag3mYMOF6UZp6dKOW7wB2QubkzcFTvRG6tW8AGzZXYrtdieixi7NxSX6MU0tEar0JL22rxccHm2FlAH9vD9y/NA03nZdES0SngYoXFxIvHcpBLH6hCEYCBoX2mZ1v/zwPMxKE2wtwrKUfl795gMjEFEe3xoAvDreguFWJ0jYlerQjF5T5eXkgL06CfJuYKYiXQhbq5zJjl6SwWBm09A2gpmvIvbpOrkFj9+iZlGBfT6TZNgOn2rIoaVGBiA72nfTPlyvDTWo18t5LQ+We0fy3AMDbQ4zEcP+TSj3sfzvTY8fV0ZsseGdvI97YXQ+D2QpPMetAfe8FznWgZhgG/zvejr//WM1Paq3Kj8Fjq7IQIxFuKnQyQ8WLC4kXYMigMC9Ogk13C2tQ+Mh/S/CfI22YlxKGz287V7C4AHDLh79hZ7UClxTECjox5QjOXLG0TYWSViVK2pQoa1M59K0J8fdCfryUz9Dkx0vddsSQYRh0qPSotcukcCvUR/vkHeTjiXSbc3V6lGss/KKwWZQmW+ak0W7nzemyKOGB9lmUoYmtuJCpm0UZK7urFXjyhwres2xuchg2rM5BmpNLRNVdaqz7rgKHm/sAAMkRAdhwaS7mp4U79RzuDhUvLiZeerUGLHxuN3RGC97+4wysyBVuRX5b/wDOf2EPjBYrPrt1Ds5LFe6XhWRfzViwWBk0dmttmRkVStqUqOpUw2QZ+ZKNk/qhQMYKmYJ4KfLiJU791DUWerSGYQKlposVKZpR9qT4eomRFsk5V7P7NDKighAjoZmUicJqZdChGhzRh9LYrUOX+hRL+WxZFK7/hMumJEcECupTNlU4uUQUFeyDx1Zl42Inl4g0ehNe3VGHDw40w2Jl4Oslxj3np+HWBUl0Au8MoOLFxcQLALy0rQav7aonsiL/yU0V+PBAMwplUvzvz/ME/eW96/Nj2EKor+ZMMJgtqOrUoLRNyYuahm7tiLXkIhGQGhGI/HgpCm2iJjMmyClvKKpBE+rkrL8LJ1Jq5Rr0juLb4ykWITkiYJhzdUZUEG2cnUA4awP7rcGN3To09WihN50qi+I9LINiP9FDJ7XOHkclolvmJ+GeCSgRbSrpwDNbqvgG6hU50Xj8kmzECbg4dKpBxYsLihe13oQFz+6GatCEF64qwJUzhVuR361hMzuDJgvevf4cLMuOEix2vUKLC1/eAysD/O/P8zBdwL4aodDoTShrV6GkVYXSNiVKWpUOV9N7e4iRFcM2BHOiJjk88IybVgeNFtQrtMMyKbVyDTpHWYsvEgHTQv1tmZQg/ntiGDUWnAisVgadaj3bh8JN9fSwImW0f0OA3XeTGBYwog8lJTwQEn+aRSHFrmo51v9QyZeI5qWEYf2lzi8R1ck1WPd9BQ429gIApoX5Y/2lOVicEenUc0xGqHhxQfECAG/vacA/fqpGnNQPux5aJGgW4Pmfq/HG7gZkRAXhp/sWCDpF8tDXJfjv0TaclxqGz24Vtq+GFAqNHqU2MVPcxn7nVnHbE+jjyTYEyyQojJciXyZF7EllmZMnfGptYuVE3+hGdDES3+Eixebz4udNU8nOxj6L0miXRWk8TRaFszY4eS9KfAjNojiT1r4BrP+hEjuqJrZEpDOY8dquOvx7XxPMVgY+nmLcvSQVty1MpiseBIKKFxcVL4NGCxY9vxsKjQEbVufg+rmJgsVWDZgw/7ld0OjNePWaQqwujBMsdmvfAM5/sQgmC4PPb5uDeSnu14TGMOz0TomtIbi0TYmydpXDi1d4oA8K4iXw8/ZA7WkmfEIDvJExLJPCTvrQPgbnwjAMOlX6EQKloVt72izKtLAA3iSSN4ukWZQJR2+y4F97GvFm0cSXiH4s68JTmyv5vqalWVF44pJsyEKF3YE11aHixUXFCwB88usJPP5dOcIDfbD3kcWCOui+sbsez/9Mxvzw8e/K8cmvJzAjQYpv7hS2r2aiMFusqFNobdNNrKipkWtgcSBUhiZ8Aof1poS7sBHdZERvsuBE7wAabG7HDXZNswMOJtM4QgO82Ykeu8VtKZGBkNEsyoRjtljR3DvA2lTItai1eWo19gxtDD4vlS0RpUY6t0TU0K3Fk5sqsK+uBwAgC/XDk5fk4IIs4UrzlCGoeHFh8WI0W3HBS0Vo7RvEoysycefiFMFi6wxmLHp+N3q0Rmy8PA9/mJ0gWGyFWo+Fz++G3mTF2osycfvC5EkhYE5m0GhBZSfbP2OyWPnmWTrh41z6dEZWmPAChc2itPYNjLqMz1MsQkKYPz9qnMyPHQdA6u9eRoKTEZPFimbbFmhWpGhQL2f33jiaIASAWIkv/roqC6vynFsiGjCa8c9d9Xh3XyNMFgbenmLcuSgFdy5OoSUiglDx4sLiBQC+PdaGNf8pgcTPC3sfWSJoieGD/U1Y/0MlooN9UfTwYkF/0V7dUYeXd9QCAH5/TjyeuiyXjgNSzhizxYq2/kE+e9Kg0PH/3e+gP4kjyNcTKRGBSI0M5MVJSmQgEkL96QZTF8BotqK5V8fvK6qzZVSaTmNVkRbF/ptye4vSIoMQH+LcLdAMw2BbpRwbfqhEu3IQALA4IwJPXpKDRAENcCmOocaMLs7qwji8VdSAOoUW7+5txEPLMwSLfe2cBLy7txEdKj0+/fUEbl2QLFjsey9IRYCPB/7+YxX+c6QNDd06vPXHGYgMogZjlNHRGcxo7NahvlszTKA09wyMag4JsLt7UiKHL25LiQxARCBdxucKGMysn1atfMhPq1auQXPvgMPSKwAEeHsgNSoI6S5oVdHco8OTP1SgqKYbAPv6e+KSbCzLjqKvNxeEZl4miK3lXbjj06Pw9/bAnoeXCLoh9qvfWvDoN2UIDfDG3keWCN7ctqe2G/d8fgxqvRkh/l44NzkMhTIpCmXscjgh+3go7gHDMOjRGlGnYL2W2HLP6RtmfTzFwzfL2sRKcjidzHIVlANGO4NIHV/Oaz6Fn1aQjydSowKRbnMk5zIqrlh+1ZsseLOoAW/vaYDRbIWXhwi3L0zG3UvS6GvQydCykRuIF4ZhcNkb+1HSpsJN5yXiiUtyBItttlix7OW9aOrR4cFl6bjngjTBYnM0dmtx28dH0NCtG/ZzsQhIjwrC9AR2021hAjVXnEwwDAOFxjBUDlBoUW/771OVeoaWtw2VeVIjXOMTN4V9z2jtHxzhvdTQrUPfKMsVAdZPKz2KEyhsuSc9KghRwe6RHdtZJceTP1SgtY8tES1IC8f6S3OIeLlRTg8VL24gXgDgl7oe/PHfh+DtIcbuhxcLupnxh5IO3PPFcQT5eGLfo0uINCwazVYca+lHcasSxS3sxltHK9IDvD2QZzNWnC5jPYmoUZlrw3ku1dlcq+3Fikbv2M5AJAISQv2RxvWi2PWk0IZZ10A1YEK9nfcSZ3HQ0jcwatMswDbOcqPknAhNj3JfPy12d0wFdlQpALB7mR6/OBsX5Ua75d9nskDFi5uIF4ZhcO27h3CwsRdXnyPDs1fmCxbbamWw6vVfUNWpxh2LUvCXizIFi30qulR6Vsy0Kvl9Ko7MFaOCfVBoEzKFto23ruZFNBXgHI+5pso6hdaWTdE4/HcD2OxaYlgAUu36FtKi2AsancSYeLgsSqODnTejWVQAbNNs0kn7blixEjBpSsGO7AVuXZCMe85PRQB9//n/9u49vun6/hf4K2mb9JIm6SVtWmhLL7R1cimUgWXnCB1omZ6NKmMT/Sl4GKDDPUQdDjm/3xhTxxSOuHlQ9KjFeTbd2FAnOh0UiiAVtLZQCpTeoDeSXnPrvc3n/PFNvknapG2gub+fj0cfxfT7bT8f07Tvfj7vz/vtcRS8+EjwAgBl17qx6rXTEAqAI08uQfoULlcWX1Jj/TvfIDREiC+25iNO6v7E2hEjQ62plkq5Kai5YqeWikAAzIyTmHJnojA3SYas+EiqwTFFRoxckb4aU2JlbZuBz09xVGU2WChAamyEzZbAzHgJUmMj6JSZF9D2DqGuwzpA4VZTrnX2jLuKkiALHVM5OE0hQYI01K+38I5Xt+E3/7TtQP1softrxxDHKHjxoeAFAH72ztc4eqkNd89JwL7750/Z52WMYdVrp/FtowZr81Kwc+WsKfvcN6N3cBgXWnSoaOrGuSYtKpo0/LFEa2EhQZg9TYa5STLkJEUhJ3ls6X5ia3TBL/MJEOuCX6OJgoRIU0RgJn9ElQtSUmIi6Oixh5mPk4/OQ6lvN6DD4HgVJTREiNRYU/KzVUJ0amxEwK0wtGj68NuPq/B5FddeIC5SjP/8H9/BD93cXoBMjIIXHwteLl3X4a4/ngRjwOFf/DfMmiabss9dWteJNf/3K4QECXDsqaVeW866Td9vCmS4HJrzTVroB8bmVigixZg7XY55yZbTTdLQwCvjbt7uqVbpcaWN67lUreZOgTg6fiwOFnJbPXESzDT1Wpppqo9CK1yepe0bsrvNc61z/OPkSmkoXzHYeiUlUUaJ0APDI3jzZANeOVaD/iEjgoQC/M/vzcDjyzNpi9pLUfDiY8ELADz+fjk+qmhFfpYCRQ8vnNLP/eBbZ3CypgM/zp2OPavnTunndhWjkaG+w4DyRg3ONXPbTZev68cUuRIIgHSFhM+fmZckR5Yy0m9WDBhjaNcPoNqqa3W1miuf7qgcflhIEDLNWz3xEr7g17SoMDr15UEjRobm7l7LcWOrQKXDMODwPnGwkM9FSedzUSRIVUTQL2EHTtV04NcfXUB9B3cacmFqNJ5dOQtZStoi8mYUvPhg8HK1owfLXjqBESPDwUfy8N0Z0VP2uSuaNCjc9yWEAuDfT9zus3u8/UMjqGrVotx0sulcs4Y/4mhNHCzErGkym4BmelSY1y8Ra3oHTSspBtNKChes2OuGDVi2e6w7V2cpI+n4sYfp+oe4AMV07NgcrExUlC9eKh6Vi8IlzNLzOXnXtX147vAlfFJ5HQDXZPV/3Z2NwpxpXv/6J14SvDz//PP45JNPUFFRAZFIBI1GM+E969atwzvvvGPzWEFBAT777LNJf11fDV4A4JlDlXjvbCMWzojGXzfdNqUvto1/+gb/vqjGXbOVePWB3Cn7vJ7WYRjgGiuaEoLPNWmgs3OUNyZCZHO6ae50uce6BvcMDHO5KFYBSrVKjza9/b++hQJgRmwE1wyS72BNOSmeNGJkaOnuQ12HwRSk9PDv2x08j4DVKsqohNnU2AhEBuD251QZHDai6MsG/KG4Br2DIxAKgIfyZuDJOzMDclvZV3lF8LJjxw7I5XI0NzfjrbfemnTwolarUVRUxD8mFosRFRU16a/ry8HLdW0fluwuweCwEQce/i6WZsVN2eeuVumx4g9fgDFgc346nrojyy//mjMaGa529tgc1754XWf39EVabAR3uslUUO+WBClEwVMXDAwMj6CujevxYn6rVuvtrhaZTY8KQyYfpHAFv+gIsufozasoo/JRGjodJ0ADXFLo6AAlnYryucTpug78+qMq1LYZAAC5KVF4duUsfCfRt37+Ey/pbbRz504AwIEDB5y6TywWQ6lUumBE3i9BFoaHbkvBm6casPvzatw+UzFlP+iylJHYsiwTe49ewb7jdahW6bH3pzl+99eeUCjgltsVEtw7fzoAbrvp4nUdzpkCmoomDa519qK+owf1HT04VN4CABAFC3FrotQmITg5OnzCFbDhESOudfWOWUkZr8eLIlJstZJiakYXH0k5DB4wYmRo1fSZirdZCrfVt/c4XA0DuO8Xcx2UtFiJTeKsv72uvJFa14/nP7mEf55rBcCtrm77QTZWzZ9OAWIA8LqflCUlJYiLi0NUVBS+//3v47nnnkNMTIzD6wcGBjAwYPkBo9Pp3DFMl/l5fgbeO9uIqlYdPqtS4a7ZCVP2uR9fPhPJMWH41T8qcfRSG+559TT+z/3zkBUf6df7waEhQZifHIX5yZYVvO6eQVQ0WyoDn2vWQNM7hPJGDcobNThwmrsuKjzEstWUJEdKdDgaOnq4IEWl55rStRsc/hUuDQ1GtlKKTFOAYn6LjqCKs+5mGBi2CUzM78c7Rg5wgablyDEXnGQoJEiUUwK0JwyNGPHO6at4+WgNDAPDEAqA/7gtBU/dkeWxrWDifi5P2D1w4AC2bNkyqW2j999/H+Hh4UhNTUVdXR22b98OiUSC0tJSBAXZXzb/zW9+w6/yWPPFbSOzvUeu4A/FNUhXRODzLbdP+THWc00abHz3G6h1XNAXKxHxjRVzkqIwJynwjh8zxnCts5dfmalo0uBiq27cBEtr5hM+lpwU7n2cj5ZP91VGI4NK1881hzQFKub6KObvd3tEQVwuyujCbWmKiIB7LXgbo5GhVdvHVX9W6/GPshZUq/UAgJwkOZ4rnDWl5SWI57gs52Xbtm144YUXxr3m0qVLyM62lKJ3JngZrb6+Hunp6Th69CiWLVtm9xp7Ky9JSUk+Hbzo+4fw3188Dk3vEHb/eA5WL0ia8q/RpuvH0/84j1M1HXaPH2eYjh/nJMsxLykKmfGSgKsFMjA8gsvX9XzujLmYXmqs7QmfzPhITI+iXAZ36h8awdXOHtS19ViCFNNKiqMj5AB3+mR04bZ0hYSOkXsB61YVV9RcP61aUz+t0c9pVHgIfrUiGz9ZkESvOz/isuClvb0dnZ2d416TlpYGkciyJH4zwQsAKBQKPPfcc9i0adOkrvflhF1rb3xRh999ehnT5GE49sslLivHzh0/1qHc3GCxSYPmbgfVbqfLMM+0QjMvOQpKmfvbDZDAwRhDV88gXw+ljl9N6UFTdy8c/eQKFgowIzaCD07MgUqaQgJZGK2ieJq53k2N2oArbXpTV3KuZUXfkP3AMyTI3KoiEt9JkOL+hcmIoq1Xv+OyhF2FQgGFQnFTg3NGc3MzOjs7kZAwdXkfvuKhvBl461QDWjR9eO9MI9Z9L9UlXyc0JAi5KVHITbHkg7TrB0yBTLdp1UELw8AwzjZ04WxDF3+dUhrKr85wzRVlftPAjbiPuZFgnfVWjylgcVTjBuDyicydqzOsOlgnRYfTEXIvMLqflnVfrQGnWlVEIiWGnlNiy2U5L42Njejq6sI///lP7N69GydPngQAZGRkQCLhmg9mZ2dj165duOeee2AwGLBz506sWrUKSqUSdXV1ePrpp6HX61FZWQmxWDypr+svKy8A8P++uob//PACYiUifPF0vscCA6ORoa6dq3Zrbq5YrdJh9EGaIKEAmfGR3MqMKajJUEhoWZcAsE2Ytd7uGa94m0AATJOH8ds76XGWrZ5YiYjyibzA4LARjV09qG3rsQQqpkDUUSK0OFiIdIXEUgHaFKxQq4rA5hV1XuwVnAOA48ePY+nSpdwXFwhQVFSEdevWoa+vD4WFhSgvL4dGo0FiYiLuvPNOPPvss4iPj5/01/Wn4GVoxIhl//sEGrt6sbUgC5vzMzw9JF7v4DAqm7VcMGM6saPS9Y+5LlIcjDlJMlNAwzVXjJVMLhAlvknbO4SaNvNf25bu1de1Y78/zEJDhKbjxra5KKmxEQgTUY0bT7Pewqtvty3K19jluCRAaIi5n5a5VQUXpCRFh1OOERnDK4IXT/Gn4AUAPixvwZa/VkAaGoyTT3/fq48CqrT9qGjq5ldoKpu1dvewp0eF8aeb5iVH4dZEKRVh80FdPYM2WwFXTP8er8KsOWE23Wqbh4q3eQ9uFaV31HFybhtP2+d4C08iDuaOkMeZahaZAhZKZCfOoODFj4KXESPDXX84iWq1Hpvz07G1IHvim7zE8IgRV9QGlDd186szte2GMYmWIUEC3JIgtQloZsRMXByOuB5jDO2GAT6psqZNbzoFYkBnz6DD+xJlociwyVuQIEMR6dXBdyDhVlEsgYm5o/W1cVZRrLfw0kad2KKSAGQqUPDiR8ELAPy7SoWN75YhLCQIJ55eirhI3z3lo+sf4rabrE43dRjG/hKUh4dg7nRzMMO9l4fT6QJXYYxBrRvgj6nWmoKUmjbDuH9xJ0WH8VsBGabchXSqMOsVhkZMqyijei9NlAgdIQqyOaFl3X+JVkiJK1Hw4mfBC2MM97x6GhVNGqxZmIzf3TPLb/7KYYyhubsPFU0aU7foblxo1dlN9Es19SIyBzPZyqntRRQIrAt+1ZryUcz/1g+MbWgJcI0hk6PDkcHnLXBbA2mKCDpd5gW6+VWUHv6kVn27AY1dvWNqOFmbJg/ji/JZHyuPl9IqCvEMCl78LHgBgNO1Hbj/zTMAgJ8smI5nC2e5rPaLpw0OG3FZpTMFM9xbQ0fPmOtEwULMSpQiJymKD2imR4XRD15wQaFK149qlbnXkiVx1lERtyChADNiwvnkSnOiZZqC/uL2NPMqinUeivnf3eOsooSLgixVg636L1EiNPFGFLz4YfACAG+dasDzn1yEkXGdU1/7j/k+vYXkjNG9iCqaNHa3M6xbHcxLjsKc6TK/38LoNAxYei21GfgGkfp++yspIUECpMVKkGE+pmoKVmbERNBKlod19wyivsNS58YcoDR2Tn4Vxfq9UhpKwTzxGRS8+GnwAgAnrrTjF3/5Frr+YSTIQvHkHZmYnxKF1JiIgMrqZ4zhamevTe7MxVbduK0O5iVHISdJ7rOtDvT9Q7iiNvBdq6+YOljbyxkCuJWUtNgIZCq5NgZU8Ms7DI9ZRTG97+hB1zhJ0GEhQXYDlNRY2r4j/oGCFz8OXgCgvt2An/3pG9S3W7ZSZGFc9+N5fD+iwEtwdbrVgen/U06Sd7U66B8aQW2bwbLlo+aSZ1s0Y+cCcAFacjS33ZOltDSHTI2N8NutRV+g6bXURbG853JRhkYc/9hNlIXaTZhVSkMD6g8UEngoePHz4AXgTu3sL6nD2YYuVLZo7ZbbTrNJcI1CdkJkwP3F7ajVwWjmVgfm3JnZbmh1MDRixNWOHn7Lp1rNnfS51tkzpnqx9Ti5lRRLkJIRJ6G/vD3E3NrAHJhYr6aMd5Q8LCQIqbFcvZs0q/eUBE0CGQUvARC8WBsaMeLydT1fT6XcQYKrOFiI2dNkfDAzL1mOBFlg7Yk72+rAHMzMS5Ij/QZbHRiNDE3dvVYrKVxeSn2HweFf4FHhIcgybfdkmjpYZ8ZRnRRP0fYOoa7DwB83Nq+mXOvsGXcVJUEWaqmLYg5SFBIk0CoKIWNQ8BJgwYs95gRX/sROYzd0dhI44yLFNsFMIDZXdKbVwVxTMrC5IaV1qwNzrRTblRRuy8dRt9wIURCfk2JeScmMj6S+PR4wPGJEc3cflzDb1mPz3lFeEcCVwE+Ntd7mieBbG0SIA+u1RMjNoOCFgpcxjEaGhs4evpZKeaMGl1X6MdU0hQIgSynlVxzmJ8uRFht4zRWdaXUwK1GGDtOJH0cnfETBQsyMk/ArKeb3iQG28uUNdP1Dpg7WPTbbPVcnWEVRSkP5o8bWCbOJMiqBT8hUoOCFgpdJ6RscQWWL1vJLutHBikNosNXxY26VJjoisJKBJ9vqwPqET6ZVAm1KTAQ1onMjczG+uvYeU6Bi4Au4jdd7SRws5HNR0vlcFAlSFRGQ0CoKIS5FwQsFLzfsuraP/+Vc3qjB+RYN+ofGJgOnxITzuSDzkqNwS0LgVbvV9Q/hfJMWl1U6KCLFdMLHA/qHRtBgKnlf19bDByn17T0Ot+oAIF4qtinaZk6YpQaRhHgOBS8UvEyZoREjqlV6m/L9de1U7Za4D2MMnT2D/FaPZRXFgObuvjGrX2YhQQLMiDGVv48zl8Hntnr8vXAhIb6IghcKXlxK2zuEc6Zk4HLTEWR7jd5iJWLLaZ1kOeZMl9PSO3HIXLyND1DaLFs94zWHlIYGIyNOYgpSJHyvnuTocJ8sRkhIoKLghYIXtzJXuzXnzjiqdisUAJnxkTa5MxlxEsoFCTB9gyOoa7f0WjJv94yXMCsQcMnR5tUTvplgnAQxEXQyixB/QMELBS8ex1W71VrqqTRq7FaIlYiDMWe6pfZMTpIcikixnc9IfE3PwDBq2wyoaTMFKmru303dvQ63ekJDhFzfJX4lxXLsmJpDEuLfKHih4MUrten6UW6VO3O+WWu3w3FSdBiXO2OqpXJropSSYL2Yrn8INWoDatu4mjY1bQbUtjluZwBwRfhmxnPVgTP47R46dkxIIKPghYIXnzA8YkRNm8Gm9oy948eiICFuSZSaTjbJMS8pCknRlAzsbpreQW4VRW3Z8qlRG+werzeLlYhNDSElfGPImXESxEhodY0QYouCFwpefJb5+LF1/oy9HjExESKr2jNRmJMkg5ROkEyJDsOAZSWFD1YM6DA4ro+ilIZiZjy33TMzLpL7t0KCqACrB0QIuXEUvFDw4jcYY2jq6kO5VbXbi63aMYmdAgGQoZDYtDrIjI+kZGAHGGNoNwUpNWpTkGLa7ukap6HgNHmYZRUlLhIZpoCFAkdCyM2i4IWCF7/WPzSCi9d1fBPKiqZuNHWNza8IFwVhznQZH8zMS5IjThrqgRF7lrZ3CFfa9JbGkKb33XaOtwNcIJgUFY6ZcRJkxJtWUuK4vBQ66k4IcRUKXih4CTjt+gGca7LUnTnXpIVhYGyfoWnyMOQky/n8mVsTZX5ziqV3cBg1asOYxpBqnf3tHqEASImJsMpJieRP+YSJ/OP/CSHEd1DwQsFLwBsxMtS2GWxyZ6rV+jHJwMFCAb6TKLWpPTMjJtyrk4EHhrmS+JaVFAOuqPVo7Op1eM80eRgy4yU2Hawz4iR+E7gRQnwfBS8UvBA7DAPDON+s4YOZ8kaN3STUqPAQUzIwt900N0kOWZj7czpGjAzXOntsApRqtR4NHT1juoGbxUrEfDPIrPhIzIyPRGa8hMrhE0K8HgUvFLyQSWCMoUXTZxXMdONCqw6Dw2MbUaYrImz6NmUrI6es9Lx5HKO3fGrbDBiwMxaA6/SdFR9ps5KSGU9HkAkhvouCFwpeyA0aHDbi0nUdyhu53JnyJg2udY7djgkLCcLsaTKr3k1RUMrGTwZmjKHDMGiTNFut5gq72cvPAbiKs5mm4MQcrGTGS6CUhnr11hYhhDiLghcKXsgU6uoZREVTt9XpJg30/WODjQRZqE3ujEAAXLFJnnV8DDkkSIB0BVfELSvetO2jjERSVDhVnCWEBAQKXih4IS5kNDLUdxhs+jZdVungIA3FhkAAzIiJQGa8xGbbZ0ZsBEKoAzIhJIA58/ubijYQ4iShUICMuEhkxEVi9YIkANwx5cpmLR/MnGvWQAAgSxlp2fZR0gkfQgiZChS8EDIFwkXBWJQWg0VpMZ4eCiGE+D1apyaEEEKIT6HghRBCCCE+hYIXQgghhPgUlwUvV69exfr165GamoqwsDCkp6djx44dGBx03LEWAPr7+7F582bExMRAIpFg1apVUKvVrhomIYQQQnyMy4KXy5cvw2g04vXXX0dVVRX27t2L/fv3Y/v27ePe98QTT+Djjz/GwYMHceLECbS2tuLee+911TAJIYQQ4mPcWudl9+7deO2111BfX2/341qtFgqFAn/5y1/w4x//GAAXBN1yyy0oLS3FbbfdNuHXoDovhBBCiO9x5ve3W3NetFotoqOjHX68rKwMQ0NDWL58Of9YdnY2kpOTUVpaaveegYEB6HQ6mzdCCCGE+C+3BS+1tbV45ZVXsGnTJofXqFQqiEQiyOVym8fj4+OhUqns3rNr1y7IZDL+LSkpaSqHTQghhBAv43Twsm3bNggEgnHfLl++bHNPS0sLVqxYgdWrV2PDhg1TNngAeOaZZ6DVavm3pqamKf38hBBCCPEuTlfYfeqpp7Bu3bpxr0lLS+P/3draivz8fCxevBhvvPHGuPcplUoMDg5Co9HYrL6o1WoolUq794jFYojF4kmPnxBCCCG+zengRaFQQKFQTOralpYW5OfnIzc3F0VFRRAKx1/oyc3NRUhICIqLi7Fq1SoAQHV1NRobG5GXl+fsUAkhhBDih1yW89LS0oKlS5ciOTkZe/bsQXt7O1QqlU3uSktLC7Kzs3H27FkAgEwmw/r16/Hkk0/i+PHjKCsrw8MPP4y8vLxJnTQihBBCiP9zWWPGI0eOoLa2FrW1tZg+fbrNx8yns4eGhlBdXY3e3l7+Y3v37oVQKMSqVaswMDCAgoICvPrqq64aJiGEEEJ8jFvrvLgD1XkhhBBCfI8zv79dtvLiKeZYjOq9EEIIIb7D/Ht7Mmsqfhe86PV6AKB6L4QQQogP0uv1kMlk417jd9tGRqMRra2tiIyMhEAgmPR9Op0OSUlJaGpq8uvtpkCYZyDMEQiMedIc/UcgzDMQ5gi4bp6MMej1eiQmJk54OtnvVl6EQuGYBGFnSKVSv/6mMwuEeQbCHIHAmCfN0X8EwjwDYY6Aa+Y50YqLmVt7GxFCCCGE3CwKXgghhBDiUyh4MRGLxdixY4fftxoIhHkGwhyBwJgnzdF/BMI8A2GOgHfM0+8SdgkhhBDi32jlhRBCCCE+hYIXQgghhPgUCl4IIYQQ4lMoeCGEEEKITwnY4OXq1atYv349UlNTERYWhvT0dOzYsQODg4Pj3tff34/NmzcjJiYGEokEq1atglqtdtOonff8889j8eLFCA8Ph1wun9Q969atg0AgsHlbsWKFawd6k25knowx/PrXv0ZCQgLCwsKwfPly1NTUuHagN6GrqwsPPPAApFIp5HI51q9fD4PBMO49S5cuHfNcPvLII24a8eTs27cPM2bMQGhoKBYtWoSzZ8+Oe/3BgweRnZ2N0NBQzJ49G59++qmbRnrjnJnjgQMHxjxnoaGhbhyt87744gv88Ic/RGJiIgQCAT788MMJ7ykpKcH8+fMhFouRkZGBAwcOuHycN8vZeZaUlIx5LgUCAVQqlXsGfAN27dqF7373u4iMjERcXBwKCwtRXV094X3ufl0GbPBy+fJlGI1GvP7666iqqsLevXuxf/9+bN++fdz7nnjiCXz88cc4ePAgTpw4gdbWVtx7771uGrXzBgcHsXr1ajz66KNO3bdixQpcv36df3vvvfdcNMKpcSPzfPHFF/HHP/4R+/fvx5kzZxAREYGCggL09/e7cKQ37oEHHkBVVRWOHDmCw4cP44svvsDGjRsnvG/Dhg02z+WLL77ohtFOzl//+lc8+eST2LFjB7799lvMnTsXBQUFaGtrs3v96dOnsWbNGqxfvx7l5eUoLCxEYWEhLly44OaRT56zcwS4yqXWz9m1a9fcOGLn9fT0YO7cudi3b9+krm9oaMDdd9+N/Px8VFRUYMuWLfjZz36Gzz//3MUjvTnOztOsurra5vmMi4tz0Qhv3okTJ7B582Z89dVXOHLkCIaGhnDnnXeip6fH4T0eeV0ywnvxxRdZamqqw49rNBoWEhLCDh48yD926dIlBoCVlpa6Y4g3rKioiMlkskldu3btWrZy5UqXjsdVJjtPo9HIlEol2717N/+YRqNhYrGYvffeey4c4Y25ePEiA8C+/vpr/rF//etfTCAQsJaWFof3LVmyhD3++ONuGOGNWbhwIdu8eTP/3yMjIywxMZHt2rXL7vU/+clP2N13323z2KJFi9imTZtcOs6b4ewcnXmteiMA7IMPPhj3mqeffprdeuutNo/99Kc/ZQUFBS4c2dSazDyPHz/OALDu7m63jMkV2traGAB24sQJh9d44nUZsCsv9mi1WkRHRzv8eFlZGYaGhrB8+XL+sezsbCQnJ6O0tNQdQ3SbkpISxMXFISsrC48++ig6Ozs9PaQp1dDQAJVKZfNcymQyLFq0yCufy9LSUsjlcixYsIB/bPny5RAKhThz5sy49/75z39GbGwsZs2ahWeeeQa9vb2uHu6kDA4OoqyszOY5EAqFWL58ucPnoLS01OZ6ACgoKPDK5wy4sTkCgMFgQEpKCpKSkrBy5UpUVVW5Y7hu42vP483KyclBQkIC7rjjDnz55ZeeHo5TtFotAIz7u9ETz6ffNWa8UbW1tXjllVewZ88eh9eoVCqIRKIxORXx8fFevYfprBUrVuDee+9Famoq6urqsH37dvzgBz9AaWkpgoKCPD28KWF+vuLj420e99bnUqVSjVlqDg4ORnR09Ljjvf/++5GSkoLExEScP38ev/rVr1BdXY1Dhw65esgT6ujowMjIiN3n4PLly3bvUalUPvOcATc2x6ysLLz99tuYM2cOtFot9uzZg8WLF6Oqquqmms56E0fPo06nQ19fH8LCwjw0sqmVkJCA/fv3Y8GCBRgYGMCbb76JpUuX4syZM5g/f76nhzcho9GILVu24Hvf+x5mzZrl8DpPvC79buVl27ZtdhOkrN9G/9BoaWnBihUrsHr1amzYsMFDI5+8G5mjM+677z786Ec/wuzZs1FYWIjDhw/j66+/RklJydRNYhJcPU9v4Oo5bty4EQUFBZg9ezYeeOAB/OlPf8IHH3yAurq6KZwFmUp5eXl46KGHkJOTgyVLluDQoUNQKBR4/fXXPT004qSsrCxs2rQJubm5WLx4Md5++20sXrwYe/fu9fTQJmXz5s24cOEC3n//fU8PZQy/W3l56qmnsG7dunGvSUtL4//d2tqK/Px8LF68GG+88ca49ymVSgwODkKj0disvqjVaiiVypsZtlOcnePNSktLQ2xsLGpra7Fs2bIp+7wTceU8zc+XWq1GQkIC/7harUZOTs4Nfc4bMdk5KpXKMQmew8PD6Orqcup7b9GiRQC4lcb09HSnxzuVYmNjERQUNOa03nivJ6VS6dT1nnYjcxwtJCQE8+bNQ21trSuG6BGOnkepVOo3qy6OLFy4EKdOnfL0MCb02GOP8QcDJlrx88Tr0u+CF4VCAYVCMalrW1pakJ+fj9zcXBQVFUEoHH8hKjc3FyEhISguLsaqVasAcFnkjY2NyMvLu+mxT5Yzc5wKzc3N6OzstPkl7w6unGdqaiqUSiWKi4v5YEWn0+HMmTNOn8y6GZOdY15eHjQaDcrKypCbmwsAOHbsGIxGIx+QTEZFRQUAuP25tEckEiE3NxfFxcUoLCwEwC1TFxcX47HHHrN7T15eHoqLi7Flyxb+sSNHjrj19eeMG5njaCMjI6isrMRdd93lwpG6V15e3pijtN78PE6liooKr3j9OcIYwy9+8Qt88MEHKCkpQWpq6oT3eOR16bJUYC/X3NzMMjIy2LJly1hzczO7fv06/2Z9TVZWFjtz5gz/2COPPMKSk5PZsWPH2DfffMPy8vJYXl6eJ6YwKdeuXWPl5eVs586dTCKRsPLyclZeXs70ej1/TVZWFjt06BBjjDG9Xs9++ctfstLSUtbQ0MCOHj3K5s+fz2bOnMn6+/s9NY0JOTtPxhj7/e9/z+RyOfvoo4/Y+fPn2cqVK1lqairr6+vzxBQmtGLFCjZv3jx25swZdurUKTZz5ky2Zs0a/uOjv19ra2vZb3/7W/bNN9+whoYG9tFHH7G0tDR2++23e2oKY7z//vtMLBazAwcOsIsXL7KNGzcyuVzOVCoVY4yxBx98kG3bto2//ssvv2TBwcFsz5497NKlS2zHjh0sJCSEVVZWemoKE3J2jjt37mSff/45q6urY2VlZey+++5joaGhrKqqylNTmJBer+dfcwDYSy+9xMrLy9m1a9cYY4xt27aNPfjgg/z19fX1LDw8nG3dupVdunSJ7du3jwUFBbHPPvvMU1OYFGfnuXfvXvbhhx+ympoaVllZyR5//HEmFArZ0aNHPTWFCT366KNMJpOxkpISm9+Lvb29/DXe8LoM2OClqKiIAbD7ZtbQ0MAAsOPHj/OP9fX1sZ///OcsKiqKhYeHs3vuuccm4PE2a9eutTtH6zkBYEVFRYwxxnp7e9mdd97JFAoFCwkJYSkpKWzDhg38D1pv5ew8GeOOS//Xf/0Xi4+PZ2KxmC1btoxVV1e7f/CT1NnZydasWcMkEgmTSqXs4YcftgnORn+/NjY2sttvv51FR0czsVjMMjIy2NatW5lWq/XQDOx75ZVXWHJyMhOJRGzhwoXsq6++4j+2ZMkStnbtWpvr//a3v7HMzEwmEonYrbfeyj755BM3j9h5zsxxy5Yt/LXx8fHsrrvuYt9++60HRj155iPBo9/M81q7di1bsmTJmHtycnKYSCRiaWlpNq9Nb+XsPF944QWWnp7OQkNDWXR0NFu6dCk7duyYZwY/SY5+L1o/P97wuhSYBksIIYQQ4hP87rQRIYQQQvwbBS+EEEII8SkUvBBCCCHEp1DwQgghhBCfQsELIYQQQnwKBS+EEEII8SkUvBBCCCHEp1DwQgghhBCfQsELIYQQQnwKBS+EEEII8SkUvBBCvF57ezuUSiV+97vf8Y+dPn0aIpEIxcXFHhwZIcQTqLcRIcQnfPrppygsLMTp06eRlZWFnJwcrFy5Ei+99JKnh0YIcTMKXgghPmPz5s04evQoFixYgMrKSnz99dcQi8WeHhYhxM0oeCGE+Iy+vj7MmjULTU1NKCsrw+zZsz09JEKIB1DOCyHEZ9TV1aG1tRVGoxFXr1719HAIIR5CKy+EEJ8wODiIhQsXIicnB1lZWXj55ZdRWVmJuLg4Tw+NEOJmFLwQQnzC1q1b8fe//x3nzp2DRCLBkiVLIJPJcPjwYU8PjRDiZrRtRAjxeiUlJXj55Zfx7rvvQiqVQigU4t1338XJkyfx2muveXp4hBA3o5UXQgghhPgUWnkhhBBCiE+h4IUQQgghPoWCF0IIIYT4FApeCCGEEOJTKHghhBBCiE+h4IUQQgghPoWCF0IIIYT4FApeCCGEEOJTKHghhBBCiE+h4IUQQgghPoWCF0IIIYT4FApeCCGEEOJT/j8WbEfJjSOM/gAAAABJRU5ErkJggg==", + "image/png": 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", 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