File size: 69,911 Bytes
66a32a6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 | {
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "a6891e41",
"metadata": {
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [],
"source": [
"//@version=5\n",
"indicator(\"4CEP + 10CRP Patterns\", overlay=true, max_boxes_count=500, max_lines_count=500, max_labels_count=500)\n",
"\n",
"// ────────── Candle OHLC\n",
"o = open\n",
"h = high\n",
"l = low\n",
"c = close\n",
"\n",
"// ────────── Bullish/Bearish Functions (body only)\n",
"bullish(candle_open, candle_close) => candle_close > candle_open\n",
"bearish(candle_open, candle_close) => candle_close < candle_open\n",
"\n",
"// ────────── 4CEP-T1 & 4CEP-T2 (as before)\n",
"cond1_T1 = bullish(o[3], c[3])\n",
"cond2_T1 = bearish(o[2], c[2])\n",
"cond3_T1 = bearish(o[1], c[1]) and c[1] < c[2]\n",
"cond4_T1 = bullish(o[0], c[0]) and c[0] > o[1] and c[0] > o[2] and c[0] > c[3]\n",
"pattern_T1 = cond1_T1 and cond2_T1 and cond3_T1 and cond4_T1\n",
"\n",
"cond1_T2 = bearish(o[3], c[3])\n",
"cond2_T2 = bullish(o[2], c[2])\n",
"cond3_T2 = bullish(o[1], c[1]) and c[1] > c[2]\n",
"cond4_T2 = bearish(o[0], c[0]) and c[0] < o[1] and c[0] < o[2] and c[0] < c[3]\n",
"pattern_T2 = cond1_T2 and cond2_T2 and cond3_T2 and cond4_T2\n",
"\n",
"// ────────── Function to draw rectangle + horizontal line + tiny circle label\n",
"draw_rect_line_circle(y_top, y_bottom, y_mid, bar_idx, box_color, label_y, label_color) =>\n",
" box.new( left = bar_idx, right = bar_idx + 5, top = y_top, bottom = y_bottom, border_color = box_color, bgcolor = color.new(box_color, 80))\n",
" line.new( x1 = bar_idx, y1 = y_mid, x2 = bar_idx + 5, y2 = y_mid, color = color.red, width = 2, style = line.style_solid )\n",
" label.new(bar_idx, label_y, \"\", style=label.style_circle, color=label_color, textcolor=color.white, size=size.tiny)\n",
"\n",
"// ────────── Draw rectangles for 4CEP-T1 (Green)\n",
"if pattern_T1\n",
" y_top3 = math.max(o[1], c[1])\n",
" y_bottom3 = math.min(o[1], c[1])\n",
" y_mid3 = (y_top3 + y_bottom3)/2\n",
" label_y_T1 = y_bottom3 - (y_top3 - y_bottom3) * 0.3\n",
" draw_rect_line_circle(y_top3, y_bottom3, y_mid3, bar_index[1], color.new(color.green, 60), label_y_T1, color.green)\n",
"\n",
"// ────────── Draw rectangles for 4CEP-T2 (Red)\n",
"if pattern_T2\n",
" y_top3 = math.max(o[1], c[1])\n",
" y_bottom3 = math.min(o[1], c[1])\n",
" y_mid3 = (y_top3 + y_bottom3)/2\n",
" label_y_T2 = y_top3 + (y_top3 - y_bottom3) * 0.3\n",
" draw_rect_line_circle(y_top3, y_bottom3, y_mid3, bar_index[1], color.new(color.red, 60), label_y_T2, color.red)\n",
"\n",
"// ────────── 10CRP-T1 Pattern\n",
"range_top = h[9] // 1st candle high (10 bars ago)\n",
"range_bottom = l[9] // 1st candle low\n",
"range_mid = (range_top + range_bottom)/2\n",
"\n",
"// Check if candles 2–10 are inside 1st candle's range\n",
"in_range = true\n",
"for i = 8 to 0\n",
" in_range := in_range and c[i] <= range_top and c[i] >= range_bottom\n",
"\n",
"pattern_10CRP = in_range\n",
"\n",
"// ────────── Draw rectangle for 10CRP-T1\n",
"if pattern_10CRP\n",
" // Rectangle: 1st candle range, extend 10 bars\n",
" box.new( left = bar_index[9],right = bar_index[9] + 10, top = range_top, bottom = range_bottom,border_color = color.rgb(33, 149, 243, 80), bgcolor = color.new(color.blue, 90))\n",
" // Horizontal line: center of 1st candle range\n",
" line.new(x1 = bar_index[9], y1 = range_mid, x2 = bar_index[9] + 10, y2 = range_mid,color = color.rgb(33, 149, 243, 80), width = 2, style = line.style_solid )\n",
" // Tiny circle label at center of 1st candle\n",
" //label.new(bar_index[9], range_mid, \"\", style=label.style_circle, color=color.blue, textcolor=color.white, size=size.tiny)\n"
]
},
{
"attachments": {
"image.png": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABQEAAAJFCAIAAADidqbPAAAQAElEQVR4Aey9C3ycV3nnP7nHFrbFpcHGSOFmUIkxhramEKc1haR2VECUNHiDYRuwqQv1Vm3yV/7UbqJmnbJok1ZLevHGgXahsKKY4rZ/X2qDcTcJbdwCwqiswVyCHcfiLtsodkIu/6/1JG/GM6PRzGju89XnyfF5z3nOc57zfd955/3NGSlnP+6PBCQgAQlIQAISkIAEJCABCUigNQicnWrdH1cuAQlIQAISkIAEJCABCUhAAq1FQA3cWuf7ydX6rwQkIAEJSEACEpCABCQggVYkoAZuxbPe2mt29RKQgAQkIAEJSEACEpBA6xJQA7fuuXflrUfAFUtAAhKQgAQkIAEJSKDVCaiBW/0KcP0SaA0CrlICEpCABCQgAQlIQAKnCaiBT1PwPwlIQALNS8CVSUACEpCABCQgAQk8RUAN/BQLaxKQgAQk0FwEXI0EJCABCUhAAhLIJKAGziTisQQkIAEJSKDxCbgCCUhAAhKQgARyE1AD5+ZiqwQkIAEJSEACjUnArCUgAQlIQAL5CNRSA4+Pj3d3d+/cuTNfgll9jLrmmmuGh4ezemrQMDg4uHbt2sInxpkhGf6sKA8H/NvP/Jk3b17hywcvwZkCo8Jhxuw5D7OdSYPkmXfp0qWjo6M5R9W2kaUlnBYuXDjNJFkvxoqIQ7QkMpVopyvb0p3JJxySxuTEEYE4GGcE1LgBll5aMCoc0phhxMGfMtqTIMlE0Z5REp8Tl4wiMvEZm+FGe/qZJSar/spXvkJJSulGNMYSlmSiPTsaDmGEZTrcKKlHo6UEJCABCVSMgIElIAEJSGBqArXUwFNnl+XBo/yrXvWqz33uc1k9ZWvg6Z+Hex7xyxYxV6DCZ+nt7R0bGzty5Mill146NDRE/ejRo4sXL84VtWxtbW1tl19++datWyMiNHbv3t3T0xOHdVuCCFAgWr169etf/3qultJSReb19/fH2Llz546MjBATg/9zn/vclStXRld2icxjajz37t27cePGSIBQ0XjDDTesX7/+e9/73oGJH9w6Ojo2b94ccV74whfSTGPO80vkV7ziFd/5znfCmcMHHngAZ1K6/vrrY6LoyiiJf/fdd0cjbr/zO7+zY8cOLqpoyV/+zM/8TKydWRK2mzZt4nq4+uqrSZ4EMA6JnB2KdtbLqvGhpE5LtpstEpCABCQggXIQMIYEJCCBQgk0kgbmARo58bGPfQy1UOj66swP/VCg/Ch74m1tbdu2bVu+fHmBkZctW4b+CW1z8ODBY8eOIbwxBBWysMAgtXLr7e1lVxPlVkIC7Gqi9nMKXT4UQM3mWT54mZpJwwd6iFUwRjRKMKJduQzCoaurC92Lf34jDkM++clPsqEanpyIgYEB6lRoxIF6tvFRy759+3CILl4+GzZsYEgcllzeddddqHGiRQTEbSwnDnOWrDRnu40SkIAEJCABCUybgAEkIIHiCEyhgXmCnzdvHs/QYTxSEx6RkOyURh1tEA5Rso2GRT1KBmJRpyQmkQmVGIc00oURk3ZKglDB6EXSnDhxAiXw7Gc/m5aclkyxcOKrsDGKRiITCglN2sTHOIwIVDjEYghagl21e+65Z/78+XThQwtdOGCkRAtGhUMskQE0YjEFM0adnUBaqNPC1MgnhjCWmBmz4JMwxIHDPJaxLg5ZIJGxZCwzcoihuwhFGiTAIe34U4cnhxgtONCYBGG9ZLhgwYI5c+bQTi+7mtGIT1RoZCDDMRpx45CwTBRdHFLhkMaoc4hFC6OwyJa5iMkhFi1E6+vrgz8tdDGcKajTQoQCDdEV8jI7PhGYiIAY6ZESLYkhYpGyyWFSISu0Hx8NJC15Kjiz+YkyZHYqOT2Zl9118ozeb37zm9RJKXuZxOHKf9rTnhae6SUTcZo4WTQGKFqoY0zNRfWe97yHOkb73//933M9MEX2qnEo3AjL9UNW2UMASxrRzscu69at4zXC2eSCp05LdFlKQAISkIAEJCCBchAwhgRKITCFBiYkm65oCZ7j2VW79tpreZKmMcMuv/xyHDDE0pVXXnnbbbfxyM4hxhMwFqIi+TrlDTfcsGrVqu9+97tJHPamjh49ij8RNm/ezCw8rLOBRgUfGtFCOZ+56Q3jyZvn7Ej1b/7mb77xjW/Q/uMf/5jndeqkdPXVV/MUzhQYXTysUyZ58kxPnkxx6623Rp50oSKuuuoqojHkyJEjKBZmwahwSCNDCJIYj/hMwYy0oJf+/M//nB1U6rTQ/j/+x/8gMocZs9ASRkBWGsuPlsnKZF0kmY0OaMjvQMFZIwiJfehDH3ruc59LHbvvvvv+7M/+jOnI//bbb//2t7/N6firv/qraLn44otnzZrFEE4rmeNPKLZGmQgfDjEgMDAg7Nix43d+53de/OIXI8ZYL9KOrhjIIY2XXXYZQzC6OAuEZSJs9uzZ3/ve9971rnfx6QCHzHLnnXcSGc+PfvSjzEgj54VonEHIgJSl0VugHT58mKVln0FOfXIG3/e+95FkIQFJgIUAYUpnlknOLIoTjXPwpIKxIi4qKhjLYTeV65w69va3v51eZkGpBgQa8xsLYaK//du/5WRleJIDYGGYKGciP/OZzwQyZw1nLjPKkg25XvjYO+6444c//GHQKHyUnhKQgAQkIAEJSEACkxOwp3QCU2vgJDYC4JWvfGXyBJ+0JxW60ELs+SRP5DzKIzbWrFmT+ESF5342o9I1MO1sf9HIPtuPfvQjDnliRr3w4M7T/L59++ilMY8hutBLjMIHoUKdCsZA8kHnfPGLX4x5mQVliBigF00Ve4y0cJhh9KLDSYkh7AyzP8woJkLFETPDOQ6ZGukFij179txyyy0f//jHqdNCezhMViJX6CL/pz/96VSmtFhXuFEnQ/IMdEDL/5EBUzARY/MrGQIeP36c/cns/IEADZjEvPjguWTJEqYG9SWXXIK+hR6HNCas6EJ+E5apsXe+850PPPBA0kJKnDUI08UnL0GMDDs6OohA71lnnQVMegs0Bn7ta1/LOIP79+/nmkzOIDPGRPljMi/6PM5Rfk96Q17GZU/ax44dO3HiBO0YuGihQkA+suEDlzgkh/huMzu6vMoCAm75jS1rrjEIgxpPPmnigyRCUScHlk8L9cRYLNMBk+UXOEUyNqOSPRxBzur4VCVeZbz2Y428stD2fHrC5yy0ZMTxUAISkIAEJCABCUhAAkUSmK57ERp4yql4/EW1xiM4zjzvshvJMzrP3BzmNx6gEVrsUPFsjf4JZx6mOfzSl77EIdqAslhLxB4Dn/GMZyDJeBwPYweVDHku5+mcFpLHJ9vYOyUHHMJQHdk+6S1oDLTH9u3b2f9E41FSp4X2dLdp1tPXlRNdUfEvuugixBi00TAf+MAHklPGqWT5//t//++c+eMfTChDeiFu+bTin//5n6+Z+KHCIY1FJVMWZz43Qeiin4nGEtLP4Hvf+14aizVEJtu5fAw05UA8Yci2f3LZs2nPlcbAKONK4HrLEzAyZ8iUxjkiKy7sdE8mQrEjPjmh8OdTAPaEn/e856X7TKfOZwG8WoGcHoSXBlcC62JeKshv0iABMsSNkjot1DUJSEACEpCABCQgAQnUkEARGji+usmzLA/o3/nOd2JrC3UR2aPEqPAcTInxfMxj92R/gIenZMRhaN2IQMneFLIBCcEjezwroxbYTvyLv/gLdrroIuwZduZB+nM5Qe5+8m/hhhcSGg2A7o3DKJmF53JWRLZIpuSxPlkdXXiSLWViLB9nhiQtGRV2ZdevX/9zP/dztFNSp4V6hiWzZLQXe5iNjgxZPqsrPBT7uiwT6RJqNhn4K7/yK8hj2CYtUaHl7//+7+Ech1GCi/O1a9cuaGNUOKSR5ccvoNLIWUgS+/CHP/yc5zyHlpBwRCMmyUe0yUrIEw2jMpnPddddB15UOrPjw9Iow7iQuNKAFoeAYt6o5ynhwyjGJj4sis32ZC3RTkqc7je96U0owGiJJccCKRnCVc0eKStNPmvAkxz6+vqoxFY5PtTzGBHiFUcCLCGg0Thv4v+bxXBeRJxNLCb90Ic+BGca8SdJLuAYkkxBnrwkSSNa4BObxnGYUaK6aQEyJcZ5TAZymBhpkEB0UVKnJem1IgEJSEACEpCABCQggZoQmFoDf/PJP9Vz7bXX/s3f/A1PsTwBs4XFMzQC8itf+Qp580gd+z+0YOiT3/3d373nnnsQIRxi8bxOS3x7lk0qHsrZfmS7jIH0oijYPcMTscEoSsJiaLD9+/fTQj2/oTpQKRGf3d0XvehF6f6ol7/9279F5TIFhhRBDCCQqLAQnN/ylrfcd999KJBkdXQR4TOf+QzZMgRjXegHdD77ojERyeOTYcgJNhuJQzsldVqopxvtwZBZMr4Tnu42aT2tIxsdKFavXs26yLkQdBEMT/yxWGY0goh2so3DpGQK9s/ZY8Qf4wxGF9qYcwptjAqH0R4ljZz366+/niHY8ePHuQZoCcJEu+GGG4gczpOVBCFyzt7kAuNE33vvvVyrWM4zyHASwN7//vdnnx16041LBfVIeumNYGd4egt1PiciByQ3XRg+ZIvWjWubZXLBcAndfvvtJ0+eJCA+oVrhDA0Oabzttts4JFoeC0r4c5Y513GYx58uYvKZFP5culzAXMY0JkaenIjk1PCKJo2kN6OCc/qrCQ08a9as8CFskgzw+QCF64c8k7tHuFlKQAISkIAEJCABCUigVgSm1sDs1rIpxB5OskPIE/C2bdtowXjip47UoZ4YLTzuJ4dUeDJmhZdeeumRI0c4RFHwfEwLj8sc0ssDOvGps1UbRi/G1Bn7UQxk4wt/ejOMOETAIj4+eOIfbulphwPtzIU/U7/zne/8j//4D4YkbuHDcCr4YKyL3mQULRgRaEk3fBAblDRSpteJQJLRTp3hBH/BC15AHRS0Mx05kwb1dCNO4kMvPniGA4fkTygyCaOdWWgJYyDD8WcuZsE/Gc5h9LLTzoYh/gA/duwYnwUQBGMUMRlOHcOfIDRGHf8wpqMFwwGjglHBqBAhZqHOWCKkj8puSc+QyAxPBp4OmEoxhM8skqzoxeiKsJTJdLTjnMyYtBMTNyxpwTPdcGDqaCECxMgqDqOkccWKFZRxGGV6DgQnCO0MjBNEGviTNpPSG0YXDrjhHC0E4TDbcCMNIkQX6YU/lWhhYBItWijTR+EQQ5iLrgwjMhmGAxmSZ+LAwIwWemkJZ7LiLpE4p1cYGD7ZiaW7WZeABCQgAQlIQAISkEDVCEytgauWSsZEbL6xR5p/PypjiIclE2ATkh1I9uvYJ0z/pe6SA1Zu4PDw8MDAwFvf+tbKTTFlZC7Od038TOlZZgfDSUACEpCABCQgAQlIQALTIzCFBk7fRJreRCl2hNg4YvuowDixK1XUkAIj65ZNgL3E2K+jpJ7tUD8tXJMf//jHC7+QKpE5FydXJmUlghszNwFbJSABCUhAAhKQgAQkUA4CU2jgckxhDAlIsff/wwAAEABJREFUQAISmAYBh0pAAhKQgAQkIAEJlI+AGrh8LI0kAQlIQALlJWA0CUhAAhKQgAQkUG4CauByEzWeBCQgAQlIYPoEjCABCUhAAhKQQGUIqIErw9WoEpCABCQgAQmURsBREpCABCQggUoSyKeBH/RHAhKQgAQkIAEJSKBqBJxIAhKQgATKRCCPiM6ngfMMK63r4c0fLWRg4hYVyrApx+I2pY8OEpCABCQgAQlIQAJ1R8CEJCABCVSLwNQaeGb5fs75+KcKCZa4RYUybMqxuE3po4MEJCABCUhAAhKQgATqiICpSEACZSUwpZSeWgNPGUIHCUhAAhKQgAQkIAEJSEACRRNwgARqQUANXAvqzikBCUhAAhKQgAQkIAEJtDIB1147Amrg2rF3ZglIQAISkIAEJCABCUhAAq1GoNbrVQPX+gw4vwQkIAEJSEACEpCABCQgAQlUi0AtNXC11ug8EpCABCQgAQlIQAISkIAEJCCB0wTUwKcpVP8/Z5SABCQgAQlIQAISkIAEJCCB6hNQA1efeavP6PolIAEJSEACEpCABCQgAQnUioAauFbknbcVCbhmCUhAAhKQgAQkIAEJSKC2BBpJA5941RW1heXsEpBAyQQcKAEJSEACEpCABCQggXog0EgauB54mYMEJCCBYgnoLwEJSEACEpCABCRQPwQaTAO7FVw/l46ZSEACEpiSgA4SkIAEJCABCTQfgeHh4b6+vox1jY+Pd3d3t7e3L1y4cHR0NOldu3btzp07k8Ph4eFLLrmEMmlJKjTOmzePCMQhGu2Dg4McYlQ4xIjGIZYek/airAE08Kx7d7GkKKloEpCABCQggfonYIYSkIAEJCCBpiSAvl21atXx48czVrd58+Z169aNjY0tXbp0aGgoepGsSZ2WGHvZZZctXryYw3RD9A4MDOzYsYMIHR0dREMS79u378iRIwcOHNiyZQuHoXtx2Lt378aNG4mWHqHwegNo4MIXo6cEJCABCUhAAjUnYAISkIAEJNDEBPr7+1G52Qvs7e1dvnx5ejubt6973esuvfTSpJGxq1ev3rRpU9KSVA4ePEh9wYIFlD09PehehO6SJUva2trmzp0be8tbt26lCwfcOjs7W1oDz7jjZkBoEpCABCQgAQlIoLYEnF0CEpBAcxNA1nZ1dYUQTWX9IEoRq/T29vbSSXnllVdSCaP37rvvRga3t7cn33aOLkp6jx07RiXs8OHDIyMjUY9y//79NEadEmeGUCnBqroPXPL3mUseWAIRh0hAAhKQgAQkIAEJFEtAfwlIoOkJDA8P79u3b82aNZOtlA1bhCu7tUjlbB8kK+qXDd4jR47Qu3nzZsqaWFU1cE1W6KQSkIAEJCABCUhAAhKoHAEjS6AVCIyPj69fv3779u3z589fuXLl0NBQTqELirVr1yKV8aeeYZ2dnbNmzWpra7v88sszutDPc+bMSRo7OjrYUk4OqSxatIhGKmE4MyTqxZYNr4Hji9BRFrt4/SUgAQlIQAI1IeD/5qAm2J1UAhIoOwEDtg4BhOu2bdvGJn4QwMjg3t5etnZRqiGG+/r62CgGyN69e2fPno0/9XRDsh46dOjgwYPI4927d9NFpbu7G81MPemlzk5yT09PV1cXbvgwy+HDhxcvXkwLXTgQhHLBxC8PUynW6lEDJ998TirFrkp/CUhAAhKQgAQkIAEJSEAClSNgZAggXFevXn3gwAHqN910ExvF7e3td955Z39/Py0ZhvOGDRuWLVvGTjI7ukjodIeklwi0L5/4wQ1npO+6detwWLNmDWIYhxUrViC5s2U2AwuxetTAheSd7ROfqUeZ3WuLBCQgAQlIQAISkIAEJCABCUyfAPo0+dvOCFT2bImJIo2N4pGREfQqLVg04k8dozKxkTwWw6M36tm9tNAV/gzkMPxpOXr0KNvCtJRmzaOBS1u/oyQgAQlIQAISkIAEJCABCUigBALDw8N79uwJgVrC8FoNmY4GrlXOzisBCUhAAhKQgAQkIAEJSEACNSbAZuzAwECNkyh+ejVw8cxOj/A/CUhAAhKQgAQkIAEJSEACEmg8As2jgeMPaFGeeNUVWOOdiobJ2EQlIAEJSEACEpCABCQgAQk0KoHm0cCNegbMu5EImKsEJCCB6RLwf+Y3XYKOl4AEJCABCUyPgBp4evwcLYFWIeA6JSABCUhAAhKQgAQaiYDfjZ3sbKmBJyNjuwQkIIEgYCkBCUhAAhKQgAQk0DwEGlID+0Wy5rkAXYkEJFDXBEyudAJ++l46O0dKQAISkIAEKkmgITVwJYEYWwISkIAEJJBKpYQgAQlIQAISkEBzElADN+d5dVUSkIAEJCCBUgk4TgISkIAEJNDMBNTAzXx2XZsEJCABCUhAAsUQ0FcCEpCABJqfgBq4+c+xK5SABCQgAQlIQAJTEbBfAhJoHgL++aT857LxNHCcUUr/3Ej+U2uvBCQgAQlIQAISkEABBHSRQFMRQCixniipaNkEGk8Dp68hQwbPundXeq91CUhAAhKQgAQkIAEJSGByAvZIoBUJNJgGVuW24kXqmiUgAQk0DoH43D0+oo0yPffojTK7N93TugQkIAEJVJhAS4SP95ooW2LBhS2ywTRwYYvSSwISkIAEJFADAiFuo6zB9E4pAQlIQAISyCIQAjjKJztb/d/G08An330jJy1KKpoEJCABCUigcQn4UNK4587MJSABCdSKQIEfts66dxdWqyTrdd7TeTWSBvYUnj5j/icBCUhAAhKQgAQkIAEJSOBJAgVK4nDjs9ewJ0e34r+NpIHLeX6MJQEJSEACEpCABCQgAQlIoIkIhMptogVVailq4EqRrd+4ZiYBCUhAAhKQgAQkIAEJNCABtnDTs04OUb8YXVFS0fIQUAPngWNX0xFwQRKQgAQkkEolz0zCkIAEJCCBhiBQiLKNv5dEibGoKKmkWyFx0v2bta4GbtYz67okcCYBjyQgAQmkUj79eBVIQAISaGUCOYVxCwJRA7fgSXfJEmgxAi5XAnVAQPFZByfBFCQgAQm0IoH4u8JRlmv9w8PDfX19GdHGx8e7u7vb29sXLlw4Ojqa9K5du3bnzp3JIRU8aUz3oREbHh6eN28eEYiDDy2Dg4McYlQ4xBjIIZYRk67CTQ1cOCs9JSABCTQaAfOtFgElbrVIO48EJCABCRRNIARwuTaB0a6rVq06fvx4Rh6bN29et27d2NjY0qVLh4aGohfJmtSjhfK66667++67qaQbondgYGDHjh1E6OjoIBqSeN++fUeOHDlw4MCWLVs4DN2Lw969ezdu3Egm6REKr6uBC2elpwQkIAEJNA6Beso0FDIlzx9h9ZSduUhAAhKQQF0T4O2D/KKkEsZh/HGHKKMxKXmvSeplr/T396Nys8P29vYuX748vZ3N29e97nWXXnppeiM69vDhwxdffHF6I/WDBw9SLliwgLKnpwfdi9BdsmRJW1vb3LlzY29569atdOGAW2dnZ4tq4PhIAwqaBCQgAQlIoHEJ5HyCKX05jpSABCQggWYkEG8WUdZqfcjarq6uEKKprB9EKWKV3t7eXjopr7zySiqJsZf7kY985IMf/GDSklQYe+zYseQQnTwyMpIcUtm/fz+NVMJwZkjUiy0bfh84PuSIstjF6y8BCUhAAhKoIYF4jomyhmk01dQuRgISkIAECiZQ7BsQCnbfvn1r1qyZbAY2bBGu7NYilbN94tvOfX19bO1m91azpeE1cDVhOZcEJCABCUigLARm3bsLK0sog0jgCQL+IwEJSKAYAiGAoyxkHAp2/fr127dvnz9//sqVK4eGhnIKXUKtXbsWqYw/9XTbvHkzw5ctW8ZO8j333POud70r3Qf9PGfOnMS/o6ODLeXkkMqiRYtopBKGM0OiXmypBi6WmP4SkIAEJCABCUhAAvVEwFwk0BoE4sPTKHN+DTZnY7nYsHm7bdu2sYkfBDAyuLe3d3R0FKUaYpgNXjaKmW7v3r2zZ8/Gn3q64T8xeuzAgQOXXnrphz70IXq7u7vRzFQQtIcOHYrfCmYnuaenB6m8e/dudPLo6Ojhw4cXL15MC104h9uCiV8e5rBYUwMXS0x/CUhAAhKQgAQkIAEJ1AcBs2hqAjPuuBkLZRtlvS0X4bp69Wo0LYnddNNNbBS3t7ffeeed/f39tBRlhNqwYQO7xERg4PKJHzZ+2XZG+q5btw6HNWvWIIZxWLFiBZI7W2YzsBBTAxdCSR8JSEACEpBAwxPgQYo1RBlffouSRk0CEpBA4xEw45IIxDZylCUFOD0Ifbpp06bTtVQKgcqeLXUUaWwUj4yMzJ07lxYsGvGnnhi9eFJGbxIKt9goTlqoRAtdDA9/Wo4ePcq2MC2lmRq4NG6OkoAEJCABCUyXQDyCRKkcnS5Nx0tAAhJoHQJ1s9Lh4eE9e/aEQK2bpKZORA08NSM9JCABCUhAAhKQgAQkIAEJ1IpAfX4RGhpsxg4MDFCpnpVjJjVwOSgaQwISkIAEJFDHBPJvMse3o+s4fVOTgAQkIIEKEsj/HlHBiWsXulE1cO2IObMEJCABCUigUALKy0JJ6ScBCUhAAgUQiF+fqdtt4QJWUBcuauC6OA1FJaGzBCTQmgRa8GPa1jzRrloCEpCABCRQUQIhpCs6RZ0HVwPX+QkyvTMIeCABCUhAAoUTcBe6cFZ6SkACEpBA6xBQA7fOuXaljU3A7CUggaYk4IfxTXlaXZQEJCCBxiLQat81UwM31vVpthJoRQKuWQINTaDwzVgeQcJqtV5mr9XUzisBCUhAAiUTOPnuG7Fih/MhbFixA5vAXw3cBCfRJUhAAs1AIKdSYmGTtdOlNQQBnkswUo2SSjXN66eatJ1LAhKQQDUJoGCZLkoqWuEEGlgDe74LP816SkACDUogBAxlbNBF2aBrKTbthvbnHSqs8FXgX7hzhmf+CyN6o8wYmBx6jSUorEhAAhKoAoH89+QqJNDiUzSwBm7xM+fyJSCBZiXg+2KDnllkZLkyN44EJCABCTQrgQLfLAp0a1ZKlV5XQ2rgmnydrNJnwvgSkEArE4i3OsoQwFG2MpAGXXu8PUUZS0ivR0vOcjqbwDkDTtnIjHGZRTmlf9UcnEgCEpBACxLwVlzlk96QGriajHgkreZ0ziUBCUhAAk1JoEAx3JRrd1EFEtBNAhJoQQJqjZqc9GbQwD5Y1OTScVIJSEACEpCABCRQFgIGkYAE3Aqu5jXQDBq4mryYywsUCJoEJCABCdQDATcQ6uEsmIMEpkPAsa1MIO7hUbYyh+qvXQ1cKHOvzkJJ6ScBCVSSAB/DYZWcwdgSeIKAV9oTIPxHAhKoDAGj1i2BK/6/j6B9GshWfXbLv33vSOE81cCFs9JTAhKQQM0IzLp3V1jNMnBiCUhAAhKQgASmRwBVSYAZd9xMyeeM8RudUdKSWLpb0ljNyl0P3EdWDWTXvuSVg/v/pXBEauDCWekpAQlIQAISmIIATwNvFJYAABAASURBVAxTeFSlO56fJpuKz1Mm67JdAhKQgAQqQSD7tpx9K8YnLN5K0stKpFSrmJWY93XPfcHffeurhUdWAxfOSk8JSEACEpCABCQgAQlIQALTJZAtgEuLWK44pc3euKNqpYEbl5iZS0ACEpCABCQgAQlIQAISaCoCJ151RVghq7pn9NA7P/fpDM9jDz906afvZCv7BX/zp4d/cizpvXrXJ4a+8RUOEwd8ooXGxHL2MhZn7A/3fRZPRlEPo4uW0kwNXBq36YxyrAQkIAEJSEACEpCABCQggUkJVPmL0EXtJ6Nv3/6ZT/3kpw9nZH/r8N3rXvYqMv/5i55zx1f/PXpRqv9439eiPvKj776k/Zk4fOaNv/n+L/4f4kR7lNm9KO2vjf3g69f8Lv7/cN+B8H/lzzxn9DdvIMjfXvHWGFhCqQYuAZpDSibgQAlIQAISKIgAH8YX5Fdhp0iDT9wrPI/hJSABCUggha6DQpRU6tau+/xOVG52ev91yetWvuhl6e1s3r7+uS9EtUbjpXM7P/zaN0c9u8zu7XzaHNwOTWwpz5s5a/b5F3JYFlMDF4Qx3v4p42kgyoJG6iSBJwj4jwQkIIEqEeDdipmipFKsMTCs2IH6S0ACEpBAyQSK2okteZbpD0TWvqT9Wb/+gpfmDMVW7Qv+5k/pRQ/jQPnWM1UxjdjOQwcJ0jEhcTnMsKQXh7/4pTf07Pg49oc/v2zO+Rfg+cXvPzD3rz/A+9TQxPeraSnB1MAlQHOIBCRQFAGdJSCBmhGo//2EmqFxYglIQAKVJ4BUq/wk052hcPl9z+ihf/vekesXL51sSlTrt1b93t9966tI5cl8CPIP9x247TXLczqk91J/z//5xy/+xm+vveQX+v5l17GHH2LI9Ysv5a3tr37lzbd/5d5oobFYUwMXS0x/CUhAAoUTqJ5nQ7zLVg+HM6URiIebKNOaU9ESZXq79WwCfv8rm4ktEpBAqxFAcCJE//mB+9iGvXbPp//xvq9NJnR/d9Grkcr4ZyOikSDve+UvoZan7GVD+I3P68IzVPeOQ19f+aKXsbfMQBp/8tOHjj98inoJpgYuAZpDJCABCVScQONr2oojcoLpE0gEMJ+pTz+aESQgAQlIICeBeE+n5GYbltOtzhvnnH/BPW9eHfmzDfuG570EORpffg4x/M7PfZqdW1aBdp19/gX4U8+wW4fvpmVF54spMSTxpZ++8+pdn6COZfTSsufIt/FB66J40b20hDHv0867oOTfEFYDB0ZLCUhAArUhwDviZBPTxTsNvVFSSYxdqbCkJanQntSt1IhAnU7LhRRWVH5ch/hTcmmFcahJQAISkIAEIIAufduLF31t7AfU//TSK9nj5f3iY1/fn/OrzijkTf/xb8kv9IZyZmBYdm9s/7Lt/OKP/w82hC+d2zn0ja8QH1t317aBV1+RU2ZHtPylGjg/H3slIAEJVJwAt3KUCdNESSW/JXt3iRsRqEdJRWt6AnV8rpuevQuUgAQkUByBQu7Y2e/sxc1Rde+VL3pZ8r8muuQZF/36xJ/IQpHGRvG3Vv0e2jiSikb8OUTEfv/a/5ennTC2kaM3Qk3WmzgTgThxSBz8aSnN1MClcUvxWXiJIx0mAQlIoGIE4tYUZcUmMXDFCcQZjDLPZPFcFeWUznni2FUIgQIIFxJGHwlIoBUJINtYdpRUmsnYvN11+BtI08ZalBq4sc6X2UpAAi1HoCnfMlvuLBa24NgHiLKwEYV6VSJmoXNP7hfqPcrJvWrZQ25htUyiMeY2SwlIoEQCjf4uz2bsh1/75hIXX7thauBJ2fO2N2mfHRKQgATqg4B3qvo4D2ZRBgJutJYBoiFqQMApJVAQgUbXugUtsnZOn73/W2954UsLn18NXDgrPSUgAQk0HgF1ReOdMzOuBQE/TqoFdedsdALmX34CdSKVL3vO87grNpB9+MAXf/dlry78fKiBp2bF6Y/LMcpkgE+WCQorEpBAvRHgxlVvKZlPFQiU97zPuncXFu99UVZoCaQdb6lRVmgWw0pAAhIoH4Emj7Tr197Bbb8Q+5clb1z3jZ8U4llRn4+9/qpfuGh+4WdFDVw4Kz0lIAEJVJAA7w2FREeTZLihHzJach4W6JZzrI3NTaDAa69WEBTGtSLvvBKQgARyETijbfHixQMDA2c0NcKBGri4sxRPn1EWN1JvCUhAAhUjEBomyopNYmAJVImAordKoJ1GAhKQQKsSKFUDtyov1y0BCUhAAhKoTwKx1R9lCRnGx7uU8WFKlCXEcYgEJCABCUigzgmogYs+QbPu3VX0GAdIQAISKIwACgTHKKlM02I/LcpphnJ4TQjkOXd5tG7I1yhrkraTSkACEpBAnru0cGpOQA2c+xTEVRtlbo/WbHXVEpBAFQlMU8N4B6viuSrbVEV9/MEVEla26asSKK7M9DLntHn0f05/GyUgAQlIYDoEeAMKm06QRhmrBp7iTDXi48UUS7K7NAKOkoAEJNA4BHjzqsNkQ/eSGJXIML2kXZOABCTQHAS4y7GQKKlo9UZADVxvZ8R8JFB/BMxIAhJoTAKhMBszd7OWgAQk0CQEvBXX4YlUA9fhSTElCUigbgg0WiKzJv5gQZSNlrv51hGBGj6xxVego6wjIqYiAQlIQAJNREAN3EQn06VIQAJNRCC/CAmVG+Vki84fYbJRT7Vbqx0BzmwYKdSDGsy4liqREutlsVFS0SQgAQlIQAKVI6AGrhxbI+cmUImHp9wz2SqB1iCQoU9aY9EVXmXB4WfccXNYwSN0LIJA+vtFer2IELpKQAISqDAB3gUqPIPhy09ADVwoU58yCyWlnwQkMD0CpW2FZdyjMg6nl5GjpyYAcGxqv2l7VPRh6/S1N+0Miw2QwY0cwoqNo78EJCABCUigQAJq4AJB6SYBCUhAAhKQwBMEmnNX9onFTfoPqw6b1MMOCUhAAhJoBAJq4EY4S+YoAQnUlECFdt4qFLamqJy8UgSQXpUKXXDc2J6ljBGkFBaHFSqZgshRUqmhJQuvYQ4VnNrQEpBAZQhkfNWlMpMYtWgCauCikTlAAhKQwPQJhACOsrQ3SJ/Ip38WjFAygepcftWZpRAI9ZNJIdnqUxwBvSVQDgL18FFdOdbRKjGaWQN7LbbKVew6JSABCTQvAdRXvJ1FOdlCcePDlLDJfOqtnWwrl1J8wFS5+EaWQDMQcA0SaFUCzayBW/Wcum4JSEACEpBA3REIURplzuSQ8Tnbk8b8nwIkbiVUIitKpggrIYhDJCCBRiJQsVy5k1QstoHLRkANXDaUBpqSgDeFKRHpIAEJSCCdQIYsjLtolOluDVcvfAc4CERZiWVOBnOy9krkYEwJSEACVSXgZKmUGtirQAISkEADEyhcSzTwIk09F4EanvrKKdJcC614G3I3YEZZ8fmcQAISaAoC3DpYR3p54lVXpB/Sq9UdgScTaloNzFXIGqOkoklAAhKoEwIZ9yUfu+vkvDR0Gk0mSuNcNOWiYmmWEpBAcxBA8fImHsaKuGtFPb2kXatDAk2ogbn+sKdYHzmSuuuu1Natqb/7u9SePalvfvOpLmsSkIAEmo7AGTfApludC5KABCQgAQlIQALTJNCEGjiTyHXXpf7n/0x9/OOpoaHUhz+cuvHG1Nq1qZ07M91a49hVSkAClSPA58GVC25kCUhAAhKQgATqloAfQNftqcmZWJNq4Icffmq1P/1p6uTJ1KOPnjYqp06lvv/91Mc+lurrS7FF/JSftcoSCHkQZcZ3QSs78ZPR/VcCVSPgFV411E4kAQlIQAISkED1CQwPD/chps6ceHx8vLu7u729feHChaOjo0nn2rVrdz65AcnAefPm4YMn/olPVLJ7BwcHccaohA/ROMSSmNFeVNmMGhjR298/BYUHH0x985un94QPH87wDJGW0eihBBqagMmXi4DitlwkjSOBqhEo+WXr80DVzpETSaCBCHBnCGugnMueKvp21apVx48fz4i8efPmdevWjY2NLV26dGhoKHqRrEkd0TswMLBjxw58Ojo68A+fKLN7kcT79u07cuTIgQMHtmzZwmHoXobv3bt348aNZBJjiy2bUQP/+Z+nvvWtgkCMjaX+5E8K8tRJAhJoTAJlzDqepKMsY1hDSaBwAifffSPOlBiVOjFeFFjVksmYK+Ow5DRyIo3GKEuO7EAJSKBZCbTszaG/vx+Vm31ae3t7ly9fnt7O5u3rXve6Sy+9NBoPHjxIZcGCBZQ9PT0oWyqJZfcidJcsWdLW1jZ37tzYW966dSsDGUKQzs5ONTAoJuzf/z2FsRU8cTR18f3vn/5bWVP76SEBCUigbATK9dSeP6H0Xj605jBKKlpjEYhfM4uysTLPmW3LPjXmpGGjBCQggcYigKzt6uoKIZrK+kGUIlbp7e3tpZPyyiuvpBJG77Fjx6JOefjwYfZ+qYRl946MjERXlPv372dI1CkJxRAqJVjT7QN/+tOnf/u3cBInT57+k9GF++spAQlIQAJ1T6AKCfqBQmjyKKsAnImwKkzkFBKQgAQKIdCaH+cNDw/v27dvzZo1kyFiwxbhym4tUnkyn3poby4N/MMfpr7+9aKxPv546gtfKHqUAyQggdYgEFInyjwrDgfK2OONMt2frrD0xurXSQyr/rwFzgiiAj11m4xAc7fH1Zte1na9kUltc3B2CUhAAtUhwJ7t+vXrt2/fPn/+/JUrVw4NDU0mdNeuXYtUxj8jMRTynDlzksaOjo62trbkMLuXLeWkl8qiRYsYQiWMUAyJerFlc2ngb387deGFxSI4vW/8zW8WPcoBEpCABCQggWoRqM8t0OpkVfgsGWeDj1RCo0aZ0euhBCQggaIIcEspyr/5nNGr27ZtG5v4QQAjg3t7e0dHR1GqIYb7+vrYKGbhe/funT17Nv7U0w3JeujQofi9X/aKe3p60Mnd3d1oZtyye7u6unbv3o0Psxw+fHjx4sW0MBDnCLJg4leLOSzWmksD//jHp/8HSMUyYB847Y93FztafwlIQAISkIAEIFAnD4h1kgZAqmnOJQEJVIdAfAU6yurMWOezIFxXr14df93qpptuYqO4vb39zjvv7O/vz84c5w0bNixbtgwfejP+gFZ2Lw5s/LLtjPRdt24dDmvWrEEMM3zFihVI7myZTdhCrLk0MGq2kEVn+5Q8MDuULRKQgATqhkBsoFHGu3WUdZPd1ImEmGET765vP1Zem3puPcpHIM5j+eIZSQJnEPBAAlUgEPexKKswXf1PgTrdtGlT5IlAZUeXOoo0NopHRkbQq7Rg0Yg/dYzKxEbyWAyP3qhn99JCV/gzkMPwp+Xo0aNsC9NSmjWXBm5vT51zTikgnv3sUkY5RgISkIAEqkKg6xlnl9GmmbLPQNME2FjDG+6To8bCa7bTJODwmhDwtpCOfXh4eM+ePSFQ09vrvN5cGvh5z0s9/HDRxGfOTL3gBUWPcoAEJCCBhiLge3ZDnS595sp3AAAQAElEQVSTlYAEJCCBfATsqxMCbMYODAzUSTKFp9FcGviii1IXX1z44p/wfOyx1JIlT9T9RwISkIAEJFAYATaE45OFKAsb1EJe8Gni1Z541RVNvDqXJgEJ1DMBc5s+gebSwPB485tTM2bwb7bN+NWXZzemLrgg9Wu/lqPdJglIQAISqBGBxlIXCuD8l0ko4Sjze9orAQlIQAISyE+gXL1Np4Ff/erUJZekzs63rhP3n3gKX3t76i1veerQmgQkIAEJSEAC0yOQU/HyYUHY9GI7WgISkIAEJDBdAvm04nRjV2r8VHHXrUs997lTOU30s2P8e7+XOv/8iQMLCUhAAhKQgAQkIAEJSEACEmhyAs2ogZ/2tNQf/VHGeYsvQkd5uuvcc1O4sWn8b/+W+vjHz7DT3XX7n4lJQAISkIAEJDApgdiCjpJt50n9SuqYde8uxlHG1/WjpEWTgAQkIIHGInB2Y6VbaLazZz/leeGFp3/p98nj+CL0ift+nNqwIbV8eepVr8q0Jz39t6IEeHQIK3gWHSUgAQmUQuDCK/zbRaVwc0weAshgeqOkoklAAk1MID5Ta+IFtubSmlQDp5/Mm25Kvf3t6Q1P1Cf/nWGv9ScQlekfeU4bpAFqQ8BLtzbcnVUCBRDgU1S8oqRSiP3w1I/+7uDW39t7/dX/3zVv3Prrb/6H33jnP727kIH5fYrKIX8oeyUggaIIZLxN+2Isil6LO7eABn7xi1MrVrT4aa635fvZeb2dkTrOx9RaiEA8zURZlkeZzk/cXHZ8kV6UZQ9eSMCyf7+3kEnrxyfePigxsoqykKvlUwc/vXrXb338wNA3xr558pGTj6cef+SxR75/8vsEwTbcc9PhE/dTSbcWR52OwroEJCCBJiNwdpOtp1zL4Z0vrFwBWzZOPClG2bIQXHhDE+BWQP5RUqmiOdW0CIQAjrISX4fmksCmlWKTDo4bflIGpShruOJPfv1TiN6HHn3o4+8fz07jy9/ff90/933pe8OI6rBsH1skIIFaEYj7SZ7Zp3TIM7aQLuJzEwsrxF+f+iegBq7/c9QkGXLjYCVRUtEkIAEJJAR4vEjqExWLxiMQJzHKJPu450eZNNak8vdHXpx/XjaHN977fnaJ87vZKwEJ1BuBuO1EWW+5mU/dElAD1+2pMbFGIpDceQv5Sl4jLazlc03ObOOSYFOrQZMP+FE26BJKSttB5SGQU3jHJnCU2dM8/OjDt3/pz7PbbZGABOqWQMZ7hI9hdXum6i2x5tfAGa+NejsB5iMBCTQ9gVa+CxWy9vCJcrKLoagvM8f3nycLVWy7T1TFEgvxGWWRYyvr/pnvvSJ9gpxKePTB737u8F7c6jB/stIkIIFCCHjfLoRSi/s0vwZu8RPs8iUggVoR8D14SvL5dW+IkCinDKVD6xCY7KsN2a+4u4/cUyyWB3/64LZv7Sh2VDn8jSEBCZSfQLzLZN8cyj+TERuNgBq40c5Y4+c72eNL46/MFTQtgenIsHgDpowgUTYtqektDDhhhIkbBYfUNQlMSSCecaNMnL/w3S8m9YxKbAJHmdH19R9//UPv//WPbHzSvvqxDIc4jEs06pbTI+BoCWQSyHgtZ3afeRzvFFGe2eORBCYloAaeFE2BHUW9SguMqZsEJCABCUhAAtMkcN/x71zzvjaCRJlUkkNasu2CR1Iv/OFZrzn0hGU7ZLfwJBCW3WWLBPISsLM8BBTA5eHYSlFaWAP39aVyWiudftc6TQJs7hEhKXkG4jBKKpoEJFAagTrZYYuXdmlLcBQEKv1UGtcJJcZ0YUwaxuGDj5ykTOz1F30pqeepPHr+eV/4T7/0+d5fD8vjSRdTY1Q0CUigSAI53Mt7141oUWY8m2Uc5kjFpmYn0MIauNlPreuTgAQkkIeATwB54NjVcARCiEaZJD/z3BlJPaMSW8FRZmjjc88+t+eFb3jHS9+WWMZYDyUggVoRqPI7V+jnCizWkLUn0MIaeGAgNWEn7j8RlSfK2p8UM5CABCTQKgRq+IRR5WepVjmj9bTO582+uIR0Tj16al7b3BIGOkQCEpg+Ad4U4uYcZRJwsvbEoZBKRsxChuhTbgL1Eq+FNXC9nALzkIAEJNDSBE6++0bWHyWVKtgVuzfmmYUnrYxeH5sygGQfsgEbZzDKbIeatPzcs18589yZxU69oP1FM88relSxs+gvAQlUiEDcsaOs0BSGbQICtdDA9YFtxmdz/6XH+siuObOoq2ej5kTsqhqEAIKhtpnGw0GUtc2ktrPnIRBKOMraJtmIs9fJ3X7p/EvPPfvc+MJzgRjRzN0vuLJAZ90kIIF6I8DbK0ZWlNyIwjjUJJBBoHU1cAaI0g7j+SnKgiLoJAEJtDAB3oyT1Uc9yqSxOhWeDKozUX3O0vmJm0lMcQuEVrBVP3tNWzGbus9uu+hXOpa1AhnXKIFWIxCP61EWsvZ4m6DknRorZEhL+QwPD/f19WUseXx8vLu7u729feHChaOjo/RSUk9v2blzJ4cYnvjjk26EnTdvXnrv4OAghxiV8Fy7di2HGKGipYRSDVwCNIeURKBJB8XNkcV5fwRC0xintZC1xFtpHmccuDDCkoCtI0GDDCUcsIRAg1aaYAkNSn46aa94/q++/GdePmPyP46VHvz8c87/L694b3pLdr11Xr/Za7dFAnVOIM/Lky6M/CnjZh4lLVoJBFC2q1atOn78eMbYzZs3r1u3bmxsbOnSpUNDQ/T29/ffeuuttKxevZo6ovf222+n68iRI/TeddddlInROzAwsGPHDvw7OjqIhiTet28fzgcOHNiyZQuHoXtx2Lt378aNG8kkGV5URQ1cFC6dJVASAQe1EgHeX1luesmh1ugEPvn1T7GEzxzaQ6k1FoH3Lelb+KxLkpyveV9bUk+vXHjuheuX/L8van9ReqN1CUigPgnw6WoJicVbczJQGZygKLaCmkXlZo/q7e1dvnx50o5APXz48OLFi2lZtmxZaGbELYKWljlz5sydO5dKYgcPHqS+YMECyp6eHtwQukuWLGlra8OT/WQCbt26lS4ccOvs7KSFegnW6hr4xDW/DbUoqRRlGS+kosbqLIFWIdCS6/TmMOVpL+3xZcqwlXP4m//7cYLfsf9OSq3hCNz4i+vJ+dyzz2Wnl0q6vf6iL80498KXPWvhbb888MpnvyK9y7oEJNAcBDLelOMwymwZzNtTWHOsvRKrGBwc7OrqCiGayvpBlCJW6e3t7aV+7NixxOXQoUMnTpy47bbbdu/ePX/+fMRtyOPEIcMf/TwyMpL0Utm/fz+NVMIIzpCoF1u2tAaeMY0/ixWvnGJx6y8BCbQQgamWenLi7yFP5VXm/ua+d3VO/K4vyJIK9RLsxw+NZYx67PHHaDn5yEnKsD+4+w9/dOpHUW/xslEuqjsv33RN18oXtL/gwnMujFP2rBnPfG3Hsj941fv+eOl/7ZzVEY2WEpBA/RDI1qiF5DblTSmnA9I3PXi8R0eZ3t7i9eHh4X379q1Zs2YyDmzYIlzZrUUqZ/s8+OCDV1999bp169jgja86Z/tUp6WlNXAG4hnTkMQZoTyUgASamABvyVgTL7AMSysyRL09ZPzBXX845Qq+8oOR9939hz88+cMpPVvHod7OYzp5cnvmjGe+ZcGb/8ey2z75hv/9t792emP/r371zt//ud9d/DOL0j2tS0ACLUsgQwa3LIfJFj4+Pr5+/frt27ezi7ty5cqhoaGcQpfha9euRSrPmfjhMKyzs/O73/0ubZdddhk7wAjpTZs2RVeU6Gd6o07Z0dHBljKVxBYtWkRjcogzQ5LDoiotoYG9oIu6JnSWgAQkUCECjfLZwZGfnP5bHVNCeOAnD9z6hT/NdPO4EQjMKOyvZDXCUsxRAs1GIDZpKeMtI8qqLZLPy5grSipaOoG2trZt27aNTfwggJHB8YVnlGqI4b6+PjaKGcI27+zZsy+66CLqScuSJUtmzJjx5S9/+eDE7/0eOHCgq6sLXd3d3Y1mxhNBe+jQoehlJ7mnpweH3bt34zM6Onp44leLaaEL53BbMPHLwxwWa02rgXnlwCJKKlPbvfee9onydM3/JFAEAe+VRcCqY9eSPy9jINdAWB2vr15SAxepREmlXBbff46SmIfeemNSUinQdn/ns3g+nnqcMt0+/v5xDqOkktjXfvT1/n/Z+JGvfizdkt6WqzTUgot4QmiodZmsBJqeQLx9RFmWxVZZZpcl5/oJgnBdvXo1gpaUbrrpJjaK29vb77zzzv7+fjTzLbfccu2119KClGXjN7Z/ly1bRgualhZGJUaoDRs2RC+Nyyd+2Phl2xnpu27dOhwYwkCGr1ixAsnNFHiWYE2rgdNZJA+mVNLbz6hfc83pwyhP14r+z9dP0cgcIAEJNCmBwh9N8t2WawFny8HTf/+58Jl/+thPv33fF14z+HeJFT5Wz/ISqLGmLe9ijCYBCRRAgHcQrADHfC7xAB9lPj/7ziSAPk2+yYxAZc+WfhRpbBSPjIygV2lB9B49epSdY9rppaW3t5dDLFpopJKEIixdWNJChUOMLoaHP4eEJTgtpVkza+AqvB3GFJTxyomytDPhKAlIoE4IhH6LMj0lXulh0Riv9yijxTKdQDbA9N5K12MTuNhZvjn2rR+d/HGMev1FX6IS5TWT/N90cMDGz0sdaudfTQKtSsB1S0ACLUxgeHh4z549IVAbCEMza+CiTkM8rkVZ1ECdJSCBFiSAGG7BVRe7ZD6eD4uB8XlBlNFSb+U3j30rdVbRST1+wfn3/+abUwMDT1jRARzQVATq+QpvKtB1shjTqCSBeKuNskLz5AzOO1eFpmvKsGzGDvAO2GhrUwPnOGNe+jmg2HQmAT8uOZNH0x5N526Q85213khV7Xm9IWj86NSPTj1yinP0me8V8f+JffjRh//jh//38w/8axjDNQlIQALNT6CKK+S9GCv7hFO+MVVi0rKvwoClEVADl8bNURKQgAQkUO8Eiv1G9OOPZ/4prGSF8XVoyvh2dJRJ78uetfAdL31bYkm7FQlIQAISyCbARkIYn8Ni2Q6JOk0q2T61bHHuxiegBm78c+gKJCABCUigHASefuHTLzz3wmIjXXDOBc+40F8ILhab/hKQgATqggAyO6wusqn/JJolQzVws5xJ11FFAnx4yWxRUtEkIIFCCPCQgRtlfLuMEqOlfuwFc55fQjJnn3X2C+a8oISBDpGABCQgAQjwQBVGXZNAdQiUooGrk5mzSKAOCXCPTs+KJ3gsvcW6BCRQCIH6fOG8+OkLZp8/u5D8033azmvresZL0lusS0ACEpBAaQTyvDvwESoxKcMnSlo0CZRAQA1cHDS9JSCB5iOQ8dFGgQvkbRjPKKlo9U/gwiuumDLJqxb8eobPNVn/Y6T0Xwaeee7Mqxa8OWOIhy1LIH6zMcqWheDC641Aae9x9baKKuSDqMaqMJFT1AMBNXA9nIXGyMEsg4DvpSAuYQAAEABJREFUJcHBMiHAWyaWHDZlhcse48k+rOQ11uojg1O7doUAjjJP/iue/6t5erO7njtrfvcLrsxut6WlCMSFHWVLLdzFSqAsBOI9NMqyBDSIBKYkoAaeEpEOEkiJoDUJ+H7cmue98FU/a8azrv/53y/cX08JSEACrUyAz1LDJoMw5dtu8knTlJ6TTWG7BIKAGjg4lF4mr8bSQzTdSG5wTbemMxYUd94oz+hoxgPXJIHWJPCSp784z8JnnjdzQfuL/njpzfPa5uZxs0sCEpCABLIJxBNUlD5IZ/OxpQoE1MBVgNyiUzS9Em7R89q8y44rNspYZWuWzUfg1K5dJZzKW3/5A4x65oXPnHHujAvOOZ86dv4553P4zAuf8fafveZPlv33eW3zaNQkIAEJND2B5ntraPpT5gLzE1AD5+djrwRKIXDiVVP/6Z1S4jqmKgT4ZDqsKrPV6SQNndaht95Yrvz/evmd/a/+w9+85B1vmfhbWdde8g4O/3r5h37tBd3lmsI4EpCABFqQAO+zrNpNYCBoNSHQQho4Xmw1oeykLUIgbuVRKoNb5KS7zGYiEBsdGSt66TN/FsX7m5e8nXYqHFLRJCABCbQmAR9vWvO8N9+qW0gDN9/Ja44VcTPFmmMtrkICEshJID4YytlVP40hgKOsn6yqnInTVYiA11WFwBpWAhKQQGkE1MCZ3NwuziRS8HFRUjaeiaMseIZaOhb4BNNAK6olzWaZuxVOd4FXfrOc0ifW4RvBEyBa6R/XKgEJ5CfA20E86UWZ39leCdQ5gebXwD7K1PAS5HaZZ/ZW0A95lm+XBCQgAQlIoB4ImIMEKk0g/wNhpWc3vgSyCTS/Bs5esy0SaBgCjz+eOno0dd99qe9+t2FyNlEJNDgBPzlt8BNo+hIogkDruBa+eVuaXi0kftxdo2wd8q60PgmogevzvJhVSxM4/Ubyr/+a+qM/Sl1zTeq661IbNqR6e1Nve1vqlltS//7vLY3GxUugAgROv+IqENaQEpCABOqZQEVzCyHN3TWMuaJFAQwKrR4IqIHr4Sw0cw7c7MKmXCR3ySl9EgfupGFJS/NUDh06vZY///PU/v2phx9OPfRQ6uTJ05VTp1Jf/GJqcDDV358aHT3t438SKAeBnC89Xl/ETi851CQggckI+Ns9k5GxvbYE0m/jOe/2lUsvpq5c/OlEdqwE1MBeA41NgBs61thrSM9+ZCT1B39wuuHBB0+X2f+hh7/yldT73pc6eDC705ZiCSTv0FT4sIbhUVLJY03wsBtLiDLPStO7CiGT7t8o9biBRNkoOZunBCQggdoS4J6ZWG0zcfZiCegfBNTAwcGydAKIh9IHOzKdwAMPpD7wgdO7vumNOevHj6f+239L/ehHOTttlEBZCPDSDt0bZVli1luQoj4FqLfkzUcCEpBAHgLcw/P02iWBFiSQvmQ1cDoN6yUS4D7Lx4EMjpJKzY2Uap5D0QnccUfqzO3fGb/68vQgJ+4/8dQhMvhDH3rq0JoEJCABCdQ9gfp5l6x7VCZYYwKFX6t4YqQbJRWtFQgMDw/39fVlrHR8fLy7u7u9vX3hwoWjE7+4R0k9vYUhjL3kkksoqWcYjfPmzcOfOESjd3BwkEOMCofY2rVrOcR27tzJYWnWahq4NEqOqgsCDSlrCye3f39xX29+7LHTvx7sN6ILJ5zlGVdUlE281Zm17twNPrvk5mKrBCQggaYgMOveXRi3+rDS1kSExIhAnVJrQQIo21WrVh1nP+bMxW/evHndunVjY2NLly4dGhqis7+//9Zbb6Vl9erV1GmJsZdddtnixYs5TDdE78DAwI4dO/Dv6Ogg2vDw8L59+44cOXLgwIEtW7ZwGLoXh717927cuJFo6REKr6uBC2fV6J7mXzqBkElRlh4l/8g9e1KnTiUbv2ds+U428OGHU3fdNVmn7SUQUAmXAC1jSGVfJhmTVffQp73q8nY2CUigRAK1vQ/XdvYSkTmsSAKoWVRu9qDe3t7ly5cn7QjUw4cPh9ZdtmwZmhmVy1j08KZNmxK3pHJwYmtnwYIFtPT09KB7EbpLlixpa2ubO3cu+8kE3Lp1K1044NbZ2UkL9RKs5TRwPMRE6fNuCVdMJYZwOvhUkshRUim35YhX8lyVumxGRnJkOWXTl740pYsOEpCABCQgAQlIoBACoWCjjCelqOcZy1Ncnl67mo/A4OBgV1dXCNFU1g+iFLFKb29vL/Vjx44lLocOHfrWt7519913I4Pb29uTbzsnDhn+6OeRMx+P9+/fT2PiT3CGJIdFVVpOAxdFR2cJTEagzEr41KnU2FhsAkc52byZ7T/8YWZL5rHHUxMo89mcekI9JCABCUhAAhUnMKV8Tc+gKGcGhvSNksOcFr2UvM9iOX1sbCwCwxNfTl6zZs1kabNhi3BltxapnO3zve99D/XLBu+RI0fo3bx5M2VNTA1cE+xO2loE4pPUfGt++OHU2ZO+GEMVx7ejo3wq1EMPpd7ylqfsqY6nalPP/pTvtGrx9lm16QrIVZeyEWjiZxcezsAUJRVNAhKQQGMRyP+2G3fvKPOsK97Bo0x3i5Yo09snq4dnlJP52N64BMbHx9evX799+/b58+evXLlyaGgop9BlgWvXrt23b9+ciR8Owzo7O2fOnEk5a9astra2yy+/PNqTEv3MiOSwo6ODLeXkkMqiRYtopBKGM0OiXmw56WN3sYEayN9nnQY6WdNPNeO9oU7vy21tqbPOylhsSN/0MsMhx+EnP5mj0aZWJOCaiyYQz4hRFj3YARKQgAQaigBPR2H5s+aWmG75ndN7YxQtPnUDoWkM4bpt27axiR8EMDI4vvCMUg0x3NfXx0Yx6927d+/s2bMvuugi6knLkiVLnv/85x86dOjgwYPI6d27d9NLpbu7G81MHUEbvdTZSe7p6enq6sINn9HR0cMTv1pMC104EIRywcQvD1Mp1lpRAxfLSP+iCITIjLKogVVzLiq3opxLX8I556Se/ew8w0/+05dz9/LK/9SnUon9xm/kdrNVAlUhEK+XKKsyYc5JbJRAnRJAcpBZlFQ0CZSRADfexAhLnTLbQpFGmd1bcksEpET6EiRKKlorEEC4rl69+sCBAyz2pptuYqO4vb39zjvv7O/vRzPfcsst1157LS1I2TVr1uC8YcOGZcuWsZPMji4SmlGJJb3407h84gc3nJG+69atw4EgiGEcVqxYgeRmCjxLMDVwCdAcUiiB0m6CVXg+iCmiLHQxlfb7xV8seobzz0+95jVFj3KABCTQtARcWP0SmEyT1G/GZtYsBIp6GMM5jNWjaSkLtKKcC4ypWz0TQJ8mf9sZgcqeLdmiSGOjeGRkBL1Ky+LFi48ePcrOMe300sJADrEYTiNdUc/upYUunDEGchj+HBKW4LSUZmrg0rg5amoC3EOndiqfx5SPF/WleLMX/su/nN02Rcujj6aWLp3MByBhONT72klRk4AEJDAtAg6WgARKIcCjQinDHCOBJwkMDw/v2bMnBOqTbQ3wrxq4AU6SKTYugSLE5/z5xS1z5szUypWpZzyjuFEV8M5++yxi1RXIx5DlJVDyh1klDywh/85P3FzCKIdIoFkIuA4JPEUg7r2UYU91TF7Lfh/Ht+R9XeZluNY6BNiMHRgYaLj1qoEb7pSZcGMQ4M0jpGCUZU76wgtTL3lJ6td/vcxhDSeBBiQQApjy0FtvJP0oqWTYqV27wsLBp7QMPh5KoDEJmHWTEPCe3CQnsnGWoQZunHNV35ki+UiQMu5iUdJSdquIpCx7lhUN2NaWuuSS1IYNFZ2k2ODxKXKUxY7VvxEJpL8SOe9hjbiQ9JwzblwZh+me1iUgAQnUmkA55+d2F1bOoMaSQB0TUAOX+eTwIFjmiIZrIgLpsoFllXi1XH31jGc9wnBNAmUhwEdXcWVGWVTMEoYUFV9nCbQaAV9TrXbGK7Fe1GwlwtZTTHORwHQJtK4G9gYx3WunwuOn/xyAwowgUVY43zPCIyrOOJ7+wbx5SYwZD3yRerI66onRmNStSKAQAuW9VuO+GmUhs+sjAQlIQAJVJlDe236Vk3e6VEoG5SHQuhq4PPyM0iAEQgZHmZ7yR776sWxLd8io1+zh/s/+LCOTOMxeUbRXrQzVHWXVJnWieiZQs9dI8VB8ECyemSMkIIF6IcA7b1i9JGQeEqg4gXJOoAYuJ01jlUCg7I+hvCUUnsZrnvOLGVb42KI8SxCroSWiLGqumjhHnlHWJAEnrSaBuJ6jzDmvV0JOLDZKQAISkIAEJFAPBBpNA9cDM3OoBYFQtlHWYv7pzonUD8EQZUa4nI0ZPh5KoOYEuIzJIUoqTWPNt6KmOTVNv5DGfVNr+lPjAiUggeYmoAZunPNb95lW7TmycMUYKUU5HX6xqRVl4XFi3igLH4UnQzAqxc7IkLJb4bTLPrUBK0ogrrGKTmFwCUhAAhKQgAQkUIcE1MB1eFIaJqXqfYBdMJJIKcqCB03qGHGinNSpeTtaduHNe0pdmQQkIAEJSEACEpBASg3sRdAMBEKtRZmsp7ybqOWNliQ5dUUPCUhAAhJodgJ+46bZz3Bl1+f1U1m+Rm9GAq2ugePbgJShcKJsxhNd/jWF4IwyI/p0MMZ9PMqMsIUcxtRRFuKf6uvLtIKGldMpFhtlOeM2QSyX0AgEvHQb4SyZowQkIAEJSEACTxFodQ38FAlr0yBQhOacZBY+hgibpL/o5umnVPSUJQ3I+SFCzkjwoT1KKnmMmFgeB7sagECNUowrJ8o8KcR1GGUet7rt2nX5hrrNzcQkIIGiCHC/uuvbj5XRippdZwlIoEEJqIErdeLcG6kU2YLjHjp+6KNf/Rjub/nHt1LmtoGBVIbl9quj1pD3UdZRWmmpNK40SluE1VTNrrGC2V94xRUF++ooAQk0LYGuZ5y9eOVyyulbfTKqxCNlvFNHWZ+rNisJVJSAGriieA1eGwKPPPbIpv2b/8vnfv9TBz9NBg8/+jBlq1kImChbbe2ut1gC8RgUZbFj9S8nAWO1HgG2MUPhRNl6AFzxpAS4NrCku+xXSHLP91EhgWyldQiogVvnXDftSpObeLLC3//n/+ez39nz6OOPYklj3VYif8p4E4qyqGzT3yOLGlg5Z96qwyo3hZErQYDLL6wSwasQ89Bbb6zCLE5REQJNGrQO789NSrppl8WbKWuLkkrZjXt+2WMaUAL1T0ANXP/nqNUzLOQBgjt4WIje+45959SjpwoBN/7T8ULcSvZB2ZY8tkEHtuCSG/RMmbYEJFAvBJ7MI3ROlE+2+a8EziDAQ1HYGa2pJ357hWehjHYPJSCBnATUwDmx2FjXBFBZcZePMj3XD4/8NYePpx6nLMT+7uDWQtwawoc3RfKMkoomgUoQ4NWXETa7JcPBQwlIQAKTErCjGAKTfT7ifbgYivpK4DQBNfBpCuX9DxESN6koyxu86aPFfTzKQgCGZ2A58pMj//itbSCnPzoAABAASURBVFFPymve15bUsytf/v7+f/zW9s8/8K+JZftMvyU9yelHKzxC9mcEhY/Vs9UITOcqjSstylbj5nolUBqB9De4ePVFWVq0lh3FExdr7/zEzZSNZ4VlHBdGlDlH5OnK6W+jBCQAATVwynsH10FRxlsOVtSQkp1jIsp4vI5ysmh3HbnnnLPOydl7zfvawuh9/UVfogx79PFHLzjnvHe89G3pFl0NXeYHVaGl1WTSCq3FsFOezbhzRlk1XP4h6KqhdiIJNByBVrs/cJcOa7gzdTph/5NArQmogWt9Bhp/fm7B5V1EyU/V//LAvz7y2CPFJvOF736x2CGV888PMycZPiAgnyiplMsiYJTlimkcCUhAAhKAQGwCR8mhVnMC548Mz9z2d0/7X5sWfHJT6lOfSn3pqc/Ka56bCTQbAddTHwTUwPVxHhowi1BrUdZJ+qPj3yWT9G1eDqe075/8wUOPPjSlWw0d8kOOXkqMJKOkUkbzQa2MMA1VFgKdTf3Vx7IgMkg9EIiPESm5M2PxOWaU9ZCeOUBg5o6tz1z3n2f/5W1tW4dm/PPuufd+NvWJT6T+5E9S73hH6u/+LvV4oX9ehFCVs7hmKLE8s3CN5em1SwLlJTA8PNzX15cRc3x8vLu7u729feHChaOjo/RSUn+iZaKFRgzPtWvX0ks93Qg7b948/ImDD12Dg4McYlQ4xBjIIbZz504OSzM1cGncHFWPBB5+7OES0jr7rLNPPlLQH5EuIXhDDOH5rCHyNEkJSEACEpBAuQic88D9T7/x92f+45azx39y1skHU48++kRkKg8+mBofP62Be3tT3/lOyh8JSOBMAmjXVatWHT9+/Mzm1ObNm9etWzc2NrZ06dKhoSF6+/v7b731VlpWr15NnZaw66677u677456UiJ6BwYGduzYgX9HRwfRhoeH9+3bd+TIkQMHDmzZsoXD0L047N27d+PGjWSSDC+qUm0NXFRyOkugKALnn33+lP7Zu8SPP/74jHMvnHKgDhKQQJ0QiE3gKFvtNwDr5BSYhgQancA5R4+0//ebzr3/O2edOjnpWk6eTN1/f6q/P3Xo0KQ+dkigJQmgZlG52Uvv7e1dvnx50o5APXz48OLFi2lZtmwZmhmVSx0dS/vFF19MPd0OHjzI4YIFCyh7enrQvXv37l2yZElbW9vcuXPZTybg1q1b6cIBt87OTlqol2Bq4BKglTjEYdMkMOWXfJ7d9uwSpnjmjGdecM4FJQws45D8327KM1HJA3PGrMl3nt2FznkubJSABJqSQGk37ZrcnJuSf7Ko2XcMnn1sLDnMV2Gn60//NJ9DdfviWSjK6s7sbBJ4gsDg4GBXV1cI0VTWD6IUsUpvb28v9WPHjiUuhw4dOnHiBHu5H/nIRz74wQ8m7Uklwx+dPDIykvRS2b9/P41UwgjOkKgXW6qBiyWmfykEqjPmNc951blnn1vsXD930SuLHTJ9/2k+0PjmN81TgPDGphnE4VUmEFu+UVZ5aqeTQLEEpnmTL3Y6/YsiMOOzO8753mgRQ77//dQ//EMR/rpKoHkJoGD37du3Zs2ayZbIhi3CdevWrUjlbJ8HH3xwYGCgr6+Prd3s3mq2qIGrSdu5ykkgWwcufc7Sxx5/rKg5zj/n/Nd1vraoIcU6t7g/D4JYi0Nw+RKQgAQkUD8EZm7/9MxfOv1ly0JTOnlSDVwoK/2amsD4+Pj69eu3b98+f/78lStXDg0N5RS6MFi7di1Sec7ED4dhnZ2dW7ZsYfiyZcvYSb7nnnve9a53ETN6KdHPjKAS1tHRwZZy1KNctGgRjVGnxJkhVEowNXAJ0BxSJQLFfmfsubPmd79gxYXnFvHLvb84d0nXM15SpfU0yzSFa9o6XzEfo4TVeZ6mJwEJSEAC5SJw3je/fvovYBUb7tSp1P/9v8UOKtnfbyqVjM6BFSXA5u22bdvGJn4QwMjg+MIzSjXEMBu8bBSTw969e2fPnn3RRRdRT1qWLFmCw8TosQMHDlx66aUf+tCHcOju7kYzU0HQHjp0KH4rmJ3knp4epPLu3bvRyaOjo4cnfrWYFrpwDrcFE788zGGxpgYulpj+VSWARGG+KKlMae+85DfnzZx7VuqsKT3D4bdePul3OcLBMiFQ1FtyfH4RZRIhf6Wi0rqiwXOuq9UaC3+RthoZ1yuBQggUdbcsJKA+kxE45/B96f/HoxP3n5jM84z2Rx9N3XffGS0VO4h32ygrNomBJVA2AgjX1atXo2mJeNNNN7FR3N7efuedd/b396OZb7nllmuvvZYWpGyeb1AzFiPUhg0b2CXGn8PlEz9s/LLtjPRdt24dDgRBDOOwYsUKFDVT4FmCqYFLgOaQahAo7YHg3LPP/cNXr794dueFhf2Zq9nnz67GYqo1x3R0SKjEKKuVbyre4ylj3iinM/v0I0xndscGgUqUp3btqkRYY0pAAq1G4OxjY2c9/FDRq3744dTYWNGjpj1gOm/r057cABLIRwB9umnTpvBAoPb09FBHkcZG8cjICHqVlsWLFx89epS9X9rppSWMXlooaaSShCIszljSQoVDjC7Ghj+HhCU4LaWZGvgpbtO50YRgi/KpiNYqQGBKyD8z41m3Lfvvv9L52nPOOufss3Jc4eedfV4F8jJkfREIMYy6rq+0zKbZCbg+CUigngl0fuLmZ506MOOKRSQ541dfThmWXo+WHOVZhX7FLMfYiaZ4Y5qoTquYzvPqtCZ2sARyERgeHt6zZ08I1Fz9ddqWQyHUaaaNk5b3pvKeqxJ4nn/2eb/98t8afO1tv76g57lPey6HpIT0fU7bvDe+8Nc+8Et/zKEWBEIlRhktlhKQgARKIOCQMhIol1gqY0oNEerADx/LbxmriC9CR0kXSjiMetJI/Qn75CdTb3nLE/bxjz/RWMA/vMOG4ZtxZjMOcdAk0HAE2IwdGBhouLTVwA13yky4UALPm33xf37p2//y9bdveeMn/vbXPr7lDUP/8/K/WPOydy1of1GhISrjF+95UVZmhtxRqz9j7jxslYAEJNBcBHKupoRb7qx7d4UlAdFOSd1KGQmc/KcvY+kBUb/JYQjgKJNGKxKQQDMRUAM309l0LbkJnJU6a8a5M3J+L7qEZ5TccxTQypMNXlFSmb4loUrYKi929ngOowxiURYbpHL+JFa54EaWgAQkUCCBuC1HWeCQydzq7TY7WZ511d71zLPzW0a2s547ixZK9DBGfVJ72tNSySYwlUn9ptWR8V5WhTf3aaXrYAk0MgE1cCOfPXOXQMEE4nEqyoIHNZIjjw6xuigbKXVzlYAEmohAWQRwNg/vbNlM0ltO7dqFXXjFFWHpXTnrj8+Ymd2ODA7L7Jo5M/Wbv5m65pozLJXKdJvkGCkblvTzhpXUk0o0Rpk0WpGABCpEQA1cIbCGlUAOAhV6NsoxU1oTk2JpDVYlIAEJSKDiBLzxVhzxNCb46Yt/NnXOuQUFOOec1ItfnHrtawtyLodTCGbKcgSrVAzjSqDRCaiBG/0Mmr8EakPATYnacG/VWQ/88LEpl45PgTZlKB0kUFECIY+jzCN1YkswysgnvR4tlqUROL7mdx+Z34EMnjXxdejJgpz+JeH581O9vZM52N6CBFxycxBQAzfHeazNKvK8c9cmIWetPIF4aIsyXQZ/5KsfyzByoYWy+haJRVn92Z1RAhKQQBCId8koo6UsJTe3sLJEa+4gF15xRc4FPj6zbeyGmx9a9MrHZ8zI6ZA0zvjZp594/VsEngCx0soEmmntauBmOpuupVACIeGi5I2t0GFl8ot5oyxTyNqHec1zfjHDyIkWSk0C0yfQ9cxJ360OvfVG4lPiU6Dhr0mg4QjEJnCUDZd89RPu/MTN6ZNmHNL1+IyZx9fdcOI33/PIxS94/NzzOHz8vPMfO++81Mwcvyqc8kcCEmguApM+VUyyTJsl0BIEqvaQUfb9gemfnuy1V0KuZ88y/cwjzyinH80IDUHg1K5dDZGnSUqgEgT4DBerROTWifnQL7zmxzf99x9vHDxx7XvGf+Pt3+5+e+o975l6+Q8/nPrWt1Jf/nLqq19Nfe97U/tP7nH4xP3fOvbt7z44rSCTh7dHAhLITUANnJtLrtbWbfMttuznvuF0Wmj1KAuk8d1/+sv8njllcNkvtpyz5E/MXglIQALVIVDUTTVJKd5BoozGst85I2zrlI9eNPehn3/1yddf+cDSFalXvxq2YZwg7AwOX/hC6uabU29/e+rGG1O33ZZ6//tT/+W/pNauTW3Zkjp+/AzPvAefObQnzlr769/5M1f81ns+uy6vu50SkECZCaiBywy0ScO14rLQTvHOF2UzIYj33XpYUbCNsnL5xHqjrNwsRq4hgUMTX4euYQJOLYHJCEzn/hZjo5wsvu05CcQ3n6PM6VBi43/7b6k//dPT27+PPJI6eTI1Pp568MHUT3+a+v73U5/6VOq970398z9PGZmnC3zesPNuysT+euOPk/pvf2bd5q98+CNZf2WDlsTHigQkME0CauBpAnR40xOo4AJ9sqkgXENLQAISaA0C8QFflK2x4uJWOdmfxSouSnj/27+dlr5Rzygffvi0Hr7jjtTWrRk9kx1e8742uqKkktj9P7n/8w/8y4ufvuA1Z/6hjcTBigQkMH0CauDpMzSCBBqSQHwUnTP1J7tydjZ2o4+JjX3+zF4CzUJg1r278iyFXiyPg11FEeic+PtYURY1sGjnU6dSn/xkIbvB+SP/4OQPPvyZ9z96Q1+qL83yj7FXAhIohoAauBha+kqgYQnE41SUDbuIaibuXBKQgATql0ByM08qReXa0J8GVv9T2lm//65ZCy6a9dxZJ+4/EZaPNjL4zjtP/ODIt4/d9/UfHzw6PprPefK+H81MbX/J45P32yMBCUyLgBp4WvjSB5f2PpQewXo1CTTx+cr/Fet49IkyD/AIEmUet6e60j+rTq8/5VFobcrcCg2kX4kEHCYBCdQjgbghR1nN/OrqnhwCmDJnVqd27QqLvxEQ5XRZ/eQnqU9/etKvQJ8Z/aFzU//Q9fh7Xz/+trt/54a7/uAPP9+/bs/vrty26tZ//5OPfvVjZ/pOcfTQOanPvTA19l/XpwYGnrApRtgtAQkUQUANXAQsXSUgAQlIoKkJuDgJ1CMBPrTF6jGzOs4pBHCGJI7GKAvN/d/+LXXuuYU4f77z8dVvfuyjr3j80JzH2cA9+cjJB3/64EOPPjz+0/F/vv+uTx78VCFB0n3OO/u8/d//SnqLdQlIoFwE1MDlIvlEnOp/QPvExBX4h89ZKxDVkHVEgFPMFRuWnRbt2Y205H4USz6ozqgwoACLmFEW4K6LBCRQdgIGLCcB72Yl0+SNqcCxObeCCxxbhNv+/YVsAv9/XY/ftvTxsQtTpybRy4+f1sWZ014z8WexMlufPH740Yc//8C/fP6Bfw17stl/JSCBMhBQA5cBoiGagECV3kqbgJRLkED4kdKbAAAQAElEQVTdEGCHp25yMZGGJtA8yfNedte3H5vSWPCUPuGA52RWuFidLEJ2e8SMMru3Ni1Hj0457/953uN//YrHHz5nSsdJHSYTw2edlXrHS9+W2KTj7ZCABIokoAYuEpjuEpCABCQgAQlIoCoEMr6Pk3EYKbDnHIYApmXxyuVdzzg77IrdG6MSZXKIW7R0PeO0Z/qQpB1nLORoRGZU41ry/eekUuhaHn44v+eJC1J/+arHH5rY/v3M916R3zlnbwjg11/0JXqjpBL200d/GhVLCUigvATUwOXl2WzR4s2v2VblekoikPPZq6RIDpKABCQggTIQQPqWIUojhOBpJIx3orByZF1YjNmzJ/Ob8asvxy5a9vI7bhufzCe9Ha2LpbdMWZ95XtuUPjpIQAIlEFADlwCttYbEp79RttbKJ1bLe+3EvxZPEbj/xP1f/N7pj6ufarImAQlIQAKNRqBz4v+am2R94RVXJPWKVlCzZYnPRwDxHl301m5R03d1pc6e+mn54+8vSAYzMzu9YdQzjPaMlhfOeX5GS5kODSOBVicw9au61Qm5fglIYILAj079+KNf/dg7dr6zd+/1A/9220Rb3RU8EtVdTiYkAQlIoBYEQuJSIm4xKmRBSZ1KlEklDqOksUALNVvgp+ThXGDkKd2qd7dftCh1wQVT5pPhEJI4yoyuwg9nnjvzVfOWFO6vZ2EE9JLAaQJnny78r2UIxBtVlC2z6HwL5U0UCyBR5vNu4b7PHvrcb33mPZ/+xt//+NSPH3r0ofGfZn7g/WfDf/HDkz8sIyFPRxlhGkoCEpBATgJI4vjbclHm9MnfGPfqKPN7Vqh31+UbDvzosXJZjiRf+tLUvHkZ7TN+9eUZLZU4vODcC5bOv7QSkY3ZqgTKue7h4eG+vr6MiOPj493d3e3t7QsXLhwdHaWXknrSkjjQsnPnThwybHh4eN68efQSB2d6BwcHOcSocIitXbuWQyxnBBwKMTVwIZT0kUBLE/jUwU//z/13nHrk1E8fm/SPc3xz7Fsf/NKfPzB+tKVJuXgJSEACTUoAlRvG+qhQFmgZ279xSEkQrMAgedwue/7Z5bUcc73jHdn/i+BsGRx/EIsytn/Tyxwxp2qaed7M//zSt0/lZb8EakMAZbtq1arjx49nTL958+Z169aNjY0tXbp0aGiI3v7+/ltvvZWW1atXUz948OAll1zC4d69ezdu3EgcfBJD9A4MDOzYsQOHjo4OoiGJ9+3bd+TIkQMHDmzZsoXDnRPKGYecEZJQWZXMBjVwJpHyHnOXL29Ao0mg+gSGvva3Jx85NeW8xx8+/lcj/+vhR6f4E5pTximvQ/y2WHljGk0CEpBAsxK48IorwpIFzrp3F5YcVqeCPA6rznRTzPKyl6WuuSY1c2bqzJ+T//RlGt749C9Rpts172sLo5EKZbHWdl7bL81f+rrO1xY7UH8JVIcAahaVmz1Xb2/v8uXLk3Yk7uHDhxcvXkzLsmXL0MwLFiwYGBjgMKehkGnHh7Knpwfdi9BdsmRJW1vb3LlzF07sLW/dupUuHHDr7OxkCuolWCtp4BLwlG8It/LyBTOSBKpE4CcP/4SZ2AGmzGnxBzyixGHsobE7R/7q8w/8a2I0lmDxeomyhOHxuBZlCcMdIgEJSKChCXSe+ceu6nYt3KW5z4fVbZJPJPamN6WuumrW857O4aznzqIMAUzlwfMoymnsAF82/9L3Lv7tcgY1lgTKR2BwcLCrqyuEaCrrB1GKWKW3t7eX+rFjxxKXQ4cOnThxIg4Rt7ihbOMwygx/9PPIyEh0Rbl//34ao05JcIZQKcHUwCVAa8AhpiyBkgjs/M6uPOOueV/m/7Phkcce+cbYN658/vJ3vPRtYXmGV6HLTeAqQHYKCUigcQlU4i8ql/cbcCjkesGLDN6w4XQyF154ctf+05WJ/17yg7Mm/s1RZL9LhtO5Z5971llnXXhO5p/amnnuzGdc+PR3v2y1AjhAWdYhgeHh4X379q1Zs2ay3JC1CFd2a5HKk/kQZMuWLWwmT+ZQhXY1cBUgO0VNCTj5NAj80335NHDOwBecc8G+0X05u2reGM9SUdY8GROQgAQkUDkCnWduBZ/atQu5G5ZMymFSp4IPRiW/xS00yvyeSS+qGOMwSipFWVFzFRW5aOeXvez0kD/8Q/aEU9QvvvjkN8ff8HjX6cZi/uuc1fHhK+54+0tXveKixXPb5j7jwmd0zHrusuf+0rpXvOd/Lf+wX4EuhqW+VSUwPj6+fv367du3z58/f+XKlUNDQ5MJ3bVr1yKV50z8JCl2dnbOmjUrgmzYsAG1nHRFhRZGRJ2yo6ODvWIqiS1atIjG5BBnhiSHRVXUwEXh0rn5CZT2Dl2nXM5Ma9a9hQra2D794akfff/kD86MMfXRqUdOfel7w1P7Te5ReJ6Tx0ilB4k6JcaQKKloEpCABJqYQEhcygxly2FYUWuPO2eUOQfmV6q8rSTGcOqUeSwmijKPW226urpSK1em+vtTf/InqQ984JfX/HFRaZx/zvm/eck7njXjWW984a/d/JqbNl/+l/9r+Yf+4nW3X/fzv+dfgS6KpM7VJ9DW1rZt27axiR8EMDI4vvCMUg0x3NfXxx4vie3du3f27NkXXXQR9aQlfrN38+bNNF522WWUGJK4u7sbzUwdQXvo0KH4rWB2knt6erq6unbv3o3P6Ojo4YlfLaaFLpzDbcGCBdRLMDVwCdCKG4KmijeGKIsbrHd1CXCymDBKKi1l8agRZSz8Byd/wKZu1Isqj46PFu4/5ZNQ4aHO8PRAAhKQQMsTQABXmUG8gVLyzBOWnUDz3fZPfPZ/vaf/OdkrzW5pO6/trS/5DbZ/s7tskUCDEkC4rl69+sCBA+R/0003sVHc3t5+55139vf3o5lvueWWa6+9lhak7Jo1a9DDH/jAB+655x52kmkcHBxkVGKEYn942bJldNG4fOKHjV+ckb7r1q3DgSCIYRxWrFiB5GYKPEswNXAJ0BzStATijTm9bNqlFrCwRx975KzUWZM5XpP1y8CJ5yOPPZrUC6+ky+/CRxXrWZ1Zis2qzP6Gk4AEJJBKHfjhYwXa8P/emXhOhxyidzrDG2JszjeR5zxtXv+rb7zmeUeunPsfyR+JzF4OHyu/+UVvuvrFV2V32SKBhiOAPt20aVOkjUBlz5Y6ijQ2ikdGRtCrtCxevPjo0aPsHNNOb3JIC9bb20sjXUkowtKOJS1UOMToImD4c0hYotFSmqmBS+PmqKYiEG9pUTbVwqa3mKedP+vRx0tRs3MumD29mcs/2pNbfqb1GdGsJCCBChPgdhrG58UYdSaMkkqFjImIHCWVOrQXtr/gg6/9k1/pXHbWWWehdTMynHnuzPlPm9/3C9exCZzR5aEEGp0AW7t79uwJgdpAa1EDN9DJKn+qrfCRbfmptUzEjlnPLW2tP/uMruyBM+64Obuxhi31/CxVQyxO3cAETF0CZxLoeubZJdiZMc44mkzoTtZ+xuBpHET8+r9pt53X9t7Fv7358r98+0vf9oqLFs9rm3fRzIte2P7CK5+//P/5hes2vf7Plsz9hWlgcKgE6pTA4sWLBwYG6jS5ydNSA0/OpjI9ys7KcDVq+QmclTqLd/Ep42Z872vGuTN+7tmvzDPKl0AeOHZJQAKlEHDMBIHQiqee/BPQE231W0S2U+ZXoNuUcarm8OyZz37TC99w82tuuuPyv/jQFf9zcNmtv/3y3/r5vG+LVcvNiSQggYSAGjhBYWVqAvW2lTd1xnoUTyD9s/Y3vKC72ADz2ua+7FkLix2lvwQkIAEJlEKg3GOQ0ISkjL+nlf6OQLsmAQlIoDkIqIGb4zy6CglUhECo2bPPKvRGcd7Z51278D9XJBWDSkACEpBA8xLgQ3asuPXpLQEJSKBUAoU+2pYa33ESaEgCrfnJ92RfObt49sXnnHXOlCdy5rkz3/7Sty3+mZdP6VmCg89GJUBziAQkIIGqEeAdBOPdM6zAeRmCZ5TJQCo0avkI2CcBCUyPgBp4evwcLYFGIxCPGlEW+Jxx82tufMkzXjzzvJl51nru2ef8p663vvlFb8rjUz9dBS68fhI2EwlIQALNTSC5LSeV5l6vqyudgCMlUA4CauByUKz7GLGHFn+LKMq6T9kE64hA+wXtH7jsj1e+5Oq289oylPC5Z597wTkXvOTpL/6vr/mjnhe9cfpJhzhPSi5XbPphjSABCUhAAsUS2HX5hmKHlOAfN/wSBjpEAi1HwAWXj4AauHws6zVSCOAokxzVFQkKKwUSYI93qPtv1i1+75XPX/6yZy1E9/7C3J+/pmvlHy/9r7f+8gcWPuuSQuLEhRdlIf76SEACEpCABCQgAQm0OoFyr18NXG6idRwvPmqNso7TrE1qYimQ+9L5r/ntl/9W6N4bf3H9b7z4LS9++oIpx8ZHMFFO6RwOnpHgYCkBCUigygRO7dpV5RmdTgISkECVCTSSBq4ymiaYzt22JjiJLkECEpCABCTQggT8JLQFT7pLlkDVCKiBq4Z6WhM5WAINSoCHGCz+xkmUDboQ05aABCQgAQlIQAISaA4CauDmOI/NvArXJgEJSEACEpCABCQgAQlIoFwE1MDlItkYcdiRa4xEzXKCgIUEJCABCUigcALDQzsP/Oixclnh8+bxPPnuG7E8DnZJQAISqD4BNXD1mdfLjPHbwlHWS07mURUCDfFRyGQkvGInI2O7BCQggcuef3Z5TaQSkIAEmpKAGrgpT+vUi8qvgor6+71TT6aHBKZHIC7IKKcXqTFGm6UEJCCBRicQjxlRNvpazF8CEmg+Amrg5junU68o4z2pwI21UCBRTj2HHhKoAIG4VqOM8F6QwaFpShciAQlIQAISkIAEKk1ADVxpwqfjh+akjGf3KE931M1/dZhS3bAxEQlIQALVIOAcEmgyAjz2NNmKXI4EJNA0BNTATXMqq7eQk/59i+rBruBMnMcKRq9K6NgEjrIqEzqJBCRQEQIGlYAEJCABCVSTgBq4mrSdSwISqAgB9DxWkdAGlYAEJFBJAsaWgAQkIIHqE1ADV595vcwYX1KKMnLK+Y3ocKBEY4SFs6UESiDAhcSoKLmcqGsSkIAEJNCaBFy1BCQggVoRUAPXinxdzBtSpC5SqZskFGZ1cypMRAJnEDi1axfHlIfeemMYh5oEJCCBRiRgzhKQQG0JqIErwj+0JSWCCqvIHAaVQFUIcBlXZZ7iJvF3gIvjpbcEJCABCUigPgiYRXMQGB4e7uvry1jL+Ph4d3d3e3v7woULR0dH6aWknt7CwHnz5tGCJ/74pFt27+DgIM4YlfBcu3Yth9jOnTujpYRSDVwCtDIMyfmt4zLENYQEJCABCUhAAhKQgAQkUH8EmiYjlO2qVauOHz+esaLNmzevW7dubGxs6dKlQ0ND9Pb399966620rF69mjqid2BgYMeOHbR0dHTgj09i2b3Dw8P79u07ZhFP2wAAEABJREFUcuTIgQMHtmzZwmHoXobv3bt348aNZJIML6qiBi4KVxHO9bl7NtkCyDZkeZSTudkugekT4GKbfhAjSEACEpCABCQgAQnUhABqFpWbPXVvb+/y5cuTdgTq4cOHFy9enEqlli1bhmbev38/vQsWLKDs6elB2VJJ7ODBg9TTexG6S5YsaWtrmzt3LvvJBNy6dSsDw62zs5MW6iWYGrgEaA6RgASKJuAvBRSNzAESkIAEJCABCUigzggMDg52dXWFEE1l/SBKEav09vb2Uj927FjicujQofvuuy+9BYXM3m/ikOFP78jISNJLBQlNI5UwQjEk6sWW1dTAxeamf40JIFqwGifh9C1PgH3juA6jbHkeApCABCQgAQlIQAK1ITA88eXkNWvWTDY9G7YIV3ZrkcqT+dRDuxq4OmehkWaJvzYUZSPlba4SkIAEJCABCUhAAhKQQGUIsGe7fv367du3z58/f+XKlUNDQ5MJ3bVr1+7bt2/OxE+SS2dn5/Oe9zzakpaOjo62trbkEP2c0cuWctJLZdGiRQyhEoYzQ6JebKkGLpaY/sUS0F8CEpCABCQgAQlIQAISaGwC6NVt27aNTfwggJHB8YVnlGqI4b6+PjaKWeTevXtnz5590UUXUU9alixZ8vznP//QoUPxe7/sFff09KCru7u70cx4Imgzeru6unbv3o3P6Ojo4YlfLaaFgThHkPjlYQ6LNTVwscRa0X/Wvaf/t5ytuPLprtnx0yWQXHt+EXq6KB0vAQlIQAISkIAEyk0A4bp69er461Y33XQTG8Xt7e133nlnf38/mvmWW2659tpraUHKrlmzBucNGzYsW7aMFhJJ/wNaHGb34sDGL9vOSN9169bhQBDEMMNXrFiB5GYKBpZgauASoDXAEL/J3AAnqclTdHkSkIAEJCABCUhAAs1JAHW6adOmWBsClR1d6ijS2CgeGRlBr9KyePHio0ePsnNMO720MJBDLIbTSFfUs3tpoQtnjIEchj+HhCU4LaWZGrg0bo6SgAQkMBkB2yUgAQlIQAISkEBLEBgeHt6zZ08I1AZasBq4gU6WqUqgeQj43ebmOZdnrMQDCUhAAhKQgARaiACbsQMDAw23YDVww52yqROOL0JHObW3HhKQgAQkUAYChpCABCQgAQlIoDEIqIGrdJ6SP+1TpfmenObEq654slrov7FBF2WhY/STgAQkIIHWJeDKJSABCUhAAo1EQA1c1bOFEg6r6qyFTUZiOEZJRZNAnRPwmw51foJMTwKtQcBVSkACEpBA4xFQA9fsnJWwQ1uzXJ1YAnVJIL6tEGVdJmhSEpCABJqYgEuTgAQk0KgE1MCNeubMWwItTkDp2+IXgMuXgAQkUDsCziwBCTQ2ATVwY58/s5dAixNQCbf4BeDyJSABCUigugScTQLNQEAN3Axn0TVIoEUIzLp3V1iLrNdlSkACEpCABCRQNwRMpHkIqIGb51y6EglIQAISkIAEJCABCUhAAuUm0Gzx1MDNdkbLsh6/X1oWjAaRgAQkIAEJSEACEpCABOqNQDEauN5yNx8JSEACEmglAqd27Wql5bpWCUhAAhKQgAQqQkANXBjWBvGaccfNDZKpaUpAAhKQgAQkIAEJSEACEqgBATVwDaA32JSmKwEJSEACEpCABCQgAQlIoFkIqIGb5Uw+uQ63gp8kUY5/jSEBCUhAAhKQgAQkIAEJNBcBNXBznc+J1cRftIpyosFCAsUTcIQEJCABCUhAAhKQgASakYAauBnPaqlrmnWvf2+mVHaOayYCrkUCEpCABCQgAQlIoHkJqIGb99wWvDKlb8GodJRAsxNwfRKQgAQkIAEJSKDZCaiBm/0Muz4JSEACEiiEgD4SkIAEJCABCbQGATVwa5xnVykBCUhAAhKYjIDtEpCABCQggVYioAZu5rM9695dWPxxrCibebWuTQISkIAEJFAsAf0lIAEJSKD1CKiBW++cu2IJSEACEpCABCQgAQlIQAKtSkAN3BJn3k3gljjNLlICEpCABCQggUII6CMBCUyPwPDwcF9fX0aMnTt3tk/8dHd3j4+P05u0rF27lkMsaUl8aEyMsPPmzSNG0js4OMghRiXcCMUhRqhoKaFUA5cAzSESkECNCfixTo1PgNNLQAISkECDEjBtCUybwOjo6KpVq44fP54Rac+ePXv37h0bG+vo6Ni8eTNuGzdujBY8kawI49tvv31oaOjIkSO03HXXXZSJ0TswMLBjx44kwvDw8L59+3A+cODAli1bOCQI/jgQluBMwWEJpgYuAZpDJCABCUhAAhKQgAQkIIGGImCyZSLQ39+/dOnS7GAo2MWLFyftIVDnzp1LS09Pz9atW9va2pDHCFpa5syZE13Uww4ePEhlwYIFlPjjhtBdsmQJo/BcuHAhAQlCFw64dXZ20kK9BFMDlwDNIRKQgAQkIAEJSEACEpCABBqEQPnSHBwc7OrqCiGayvWDLh0ZGVm2bBnClX4OKdGulNhtt922e/fu+fPnI27TBTNdeB47doxK2OHDh4kT9Sj3799PY9QpcWYIlRJMDVwCtHocMuOOm9PT8pui6TSsS0ACEpCABCQgAQlIQALTJDA8fPrLyWvWrMkTh13iq666Cn2LBt6wYQNiuL29fWhoCOU8Pj5+9dVXr1u3jg3ezZs3Ey1PnLJ15QqkBs5FxTYJSEACEpCABCQgAQlIQAISeJIACnb9+vXbt29nF3flypXIWvaEn+x84t+dO3eyVZuI5OXLl8fv7jIEMXzw4ME5c+ZcdtllKGR8Nm3a9MSwiX/QzPROVE8XHR0dCxcuPF178r9FixbR+ORRCmeGJIdFVVpFAxcFRWcJSEACEpCABCQgAQlIQAISSAi0tbVt27YNTYshgJHBvb29o6OjKNUQw9Svv/56tnnxTEax2btixQoUL7qXxi9/+csoYSoHDhyIneHu7u61E381GkF76NCh6N26dWtPTw8Ou3fvRnsTGWlNBFroYni4LZj45WEOizU1cLHEGs/fjCUgAQlIQAISkIAEJCABCZSdAMJ19erVCFoi9/f333///Wjj9vZ2hDHCFfnK1vENN9yAWsYBEYsYZkMYBzQtdRoTI1Ty3Wka2UPG2PhlDxnpi7TGgSEMZDi6uq+vL11sM6RwUwMXzqp+PeOXgaOs3yxrkZlzSkACEpCABCQgAQlIQALlJYA6Tb7JjEBlz5b4tLBFHDYyMoJkRaOydRwCGAeMejjQTi9GhYF0YYSN3qSFSrTQhUP403L06FEUNS2lmRq4NG71O8q/hlW/56a6mTmbBCQgAQlIQAISkIAEKkpgeHh4z549IVArOlF5g6uBy8vTaBKQQO0JmIEEJCABCUhAAhKQQBUIsBk7MDBQhYnKO4UauLw8i4524lVXFD3GARKQgAQmIWCzBCQgAQlIQAISkEB+Amrg/HzslYAEJCCBxiBglhKQgAQkIAEJSKAQAmrgQijpIwEJSEACEqhfAmYmAQlIQAISkEDhBNTAhbPSUwISkIAEJCCB+iJgNhKQgAQkIIFiCaiBiyWmvwQkIAEJSEACEqg9ATOQgAQkIIHSCKiBS+PmKAlIQAISkIAEJCCB2hBwVglIQALTIaAGng696Y6NPwod5XRjOV4CEpCABCQgAQlIoNkJuD4JSGD6BNTA02dYYoRZ9+7CGEyJDA7jcDp28t03Tme4YyUgAQlIQAISkIAEJFCfBMxKAuUioAYuF0njSEACEpCABCQgAQlIQAISKD8BI5aXgBq4vDyNJgEJSEACEpCABCQgAQlIQALlIVCJKGrgSlA1pgQkIAEJSEACEpCABCQgAQnUI4FG0cD1yM6cJCABCUhAAhKQgAQkIAEJSKCxCKiB6/98maEEJCABCUhAAhKQgAQkIAEJlIeAGrg8HIuNMuveXcUOaUl/Fy0BCUggNTy088CPHiujyVQCEpCABCQggVYmoAZu5bPv2uuZgLlJQAJPELjs+WeX3Z4I7T8SkIAEJCABCbQeATVwfZ3zE6+6or4SMhsJ1ICAU0pAAhKQgAQkIAEJSKBSBNTAlSJrXAlIQALFE3CEBCQgAQlIQAISkEBlCaiBK8vX6BKQgAQkUBgBvSQgAQlIQAISkEA1CKiBq0HZOSQgAQlIQAKTE7BHAhKQgAQkIIHqEVADV4+1M0lAAhKQgAQkcCYBjyQgAQlIQALVJqAGrjbxKefzz2JNiUgHCUhAAhKQQOMTcAUSkIAEGpXA8PBwX19fRvY7d+5sn/jp7u4eHx+nN2lZu3Yth2GMveSSSyjjML2kcd68ecRIIgwODnKIUQlPQnGIETxaSijVwCVAK/+QWffuImiUVDQJSEACEpCABCTQvARcmQQk0MAERkdHV61adfz48Yw17NmzZ+/evWNjYx0dHZs3b8Zt48aN0YJnSFYaGXvZZZctXryYxnRDNg8MDOzYsSOJMDw8vG/fviNHjhw4cGDLli0cRhAcCEtwoqVHKLyuBi6clZ4SkIAEJCABCUhAAhKYDgHHSqDhCfT39y9dujR7GSjYdGUbAnXu3Ll49vT0bN26lQpjV69evWnTJuoZdvDgQVoWLFhAiT+6F6G7ZMmStrY2gixcuJCABKELB9w6OztpoV6CqYFLgOYQCUhAAhKQgAQkIAEJSKAoAjo3A4HBwcGurq4QoqlcP+jSkZGRZcuWIVzp55AS7UpJ/e6770YGt7e3J992pj2M3mPHjkWd8vDhw8Shktj+/ftpTA5xZkhyWFRFDVwULp0lIAEJSEACEpCABCQgAQkURaBJnIcnvpy8Zs2aPOtB4l511VVsCKOBN2zYgBhG8Q4NDaGckazU2eA9cuQIETZv3kxZE1MD1wT7FJOeeNUVYVP42S0BCUhAAhKQgAQkIAEJSKDyBMbHx9evX799+/b58+evXLkSWcuecMa0O3fuZKs2EcnLly8fGxvbu3cvQxDDOHd2ds6aNautre3yyy/nMN3QzHPmzElaOjo6Fi5cmBxSWbRoEY1UwnBmSNSLLdXAxRKruL9/GaviiJ1AAhKQgAQkIAEJSEACEiiGAMJ127ZtYxM/CGBkcG9vL1u7KNUQw9Svv/76devW4ZkEZut4xYoVqOLYGT506NDBgweR07t378aHSnd399qJvxqNoI1e2rdu3drT08PWMW74EBlpTQRa6MKBIJQLJn55mEqxVi0NXGxe+ktAAhKQgAQkIAEJSEACEpBAHRNAuK5evfrAgQPk2N/ff//996ON29vbEcYIV+QrW8c33HADahkHnOPb0WwLs6MbjbSHJb0Mp4U9ZAw3nJG+SGsc0NKIYRzQ1X19felimyGFmxq4cFalepZj3Iw7bi5HGGNIQAISkIAEJCABCUhAAhKYFgHUafK3nRGo7NkSjpaJTeLTxcjICJIVjcrWcbrWZeDp7rExnBkSDlHnMKOXFrrCny4Ow5+Wo0ePsi1MS2mmBi6Nm6MKI6CXBCQgAQlIQAISkIAEJP8+CQcAABAASURBVNCkBIaHh/fs2RMCtYGWqAZuoJNlqg1FwGQlIAEJSEACEpCABCTQ1ATYjB0YGGi4JaqBG+yUnXjVFQ2Wsem2IAGXLAEJSEACEpCABCQggXoloAau1zNjXhKQQCMSMGcJSEACEpCABCQggfomoAau7/NjdhKQgAQahYB5SkACEpCABCQggUYgoAZuhLM0eY7+vejJ2dgjAQlIoFoEnEcCEpCABCQggcYhoAau8bmade+u6Wdw8t03hk0/lBEkIAEJSEACRRDQVQISkIAEJNBoBNTADXDGYrOXMv4gVpTkTUtSUtEkIAEJSEACEqgeAWeSgAQkIIHGJKAGbszzZtYSkIAEJCABCUigVgScVwISkEAjE1ADN/LZM3cJSEACEpCABCQggWoScC4JSKDxCaiBG/8cugIJSEACEpCABCQgAQlUmoDxJdAsBNTAzXImXYcEJCABCUhAAhKQgAQkUAkCxmwuAmrghjyf8dewGjJ1k5aABCQgAQlIQAISkIAEGoVAM+apBm7Gs+qaJCABCUhAAhKQgAQkIAEJSCAXgUI1cK6xttWSgFvBtaTv3BKQgAQkIAEJSEACEpBAYxJQA0993vSQgAQkIAEJSEACEpCABCQggeYgoAZu4PN48t03kn2UVCphxpSABCQgAQlIQAISkIAEJNBMBNTA9XU2Z927q74SauFsXLoEJCABCUhAAhKQgAQk0HwE1MD1ck5Vv/VyJswjlZKBBCQgAQlIQAISkIAEmpWAGrhZz6zrkoAESiHgGAlIQAISkIAEJCCB5iagBm7u8+vqJCABCRRKQD8JSEACEpCABCTQCgTUwK1wll2jBCQgAQnkI2CfBCQgAQlIQAKtQ0AN3Drn2pVKQAISkIAEMgl4LAEJSEACEmg1AmrgVjvjrlcCEpCABCQggdME/E8CEpCABEojMDw83NfXlzF2586d7RM/3d3d4+Pj9CYta9eu5TAxemkZHR1NWqJC2Hnz5hEjiTA4OMghRiV8GMghRvBoKaFUA5cArXpDZtxxc/UmcyYJSEACEpCABFqDgKuUgAQkUDIBtOuqVauOHz+eEWHPnj179+4dGxvr6OjYvHkzbhs3bowWPNMl63XXXXf33XfTmG4I44GBgR07diQRhoeH9+3bd+TIkQMHDmzZsoXDCIIDYQnOFOkRCq+rgQtnpacEJCABCUhAAhKQQGMTMHsJSGCaBPr7+5cuXZodBAW7ePHipD0E6ty5c2np6enZunUrFQwde/jw4Ysvvph6uh08eJDDBQsWUOKP7kXoLlmypK2tjSALFy4kIEHowgG3zs5OWqiXYGrgEqA5RAISkIAEJCABCUhAAg1GwHQlMH0Cg4ODXV1dIURTuX7QpSMjI8uWLUO40s8hJdqVEmMv9yMf+cgHP/hB6hmG57Fjx5JGdDJxkkMq+/fvp5FKGM4MiXqxpRq4WGL6S0ACEpCABCQgAQlIQAKNRMBcy0IABbtv3741a9bkicYu8VVXXcWGMBp4w4YNiOH29vahoSGUc3zbua+vj63dPBGq0KUGrgJkp5CABCQgAQlIQAISkIAEJFADAuWaEgW7fv367du3z58/f+XKlcha9oQzgsf3nBORvHz58vjdXYYghjdv3sxwKujhe+65513vehcxkwho5jlz5iSHHR0dCxcuTA6pLFq0iEYqYTgzJOrFlmrgYonpLwEJSEACEpCABCQgAQlIoLUIsHm7bds2NC2GAEYG9/b2jo6OolRDDFO//vrr161bh2eChq3jFStWoIrZGcafsdiBAwcuvfTSD33oQ7h1d3evnfir0QjaQ4cOxW8Fb926taenB6m8e/dudDKRDx8+TARa6GJUuC2Y+OVhDiezydrVwJORsV0CEpCABCQgAQlIQAISkIAEJiWAcF29ejWaFo/+/v77778fbdze3o4wRrgiX9k6vuGGG1C/OOQ3QiXfncaTPWSMjV/2kJG+SGsc0NKIYeKjq6fznepW0MAw1CQgAQlIQAISkIAEJCABCUigDARQp5s2bYpACFT2bKnTwh5v2MjICJKVDWG2jrMFMF20U4YDAxmOETaGJy1UooUuHMKflqNHj7ItTEtppgYujVujjDJPCUhAAhKQgAQkIAEJSEACFSEwPDy8Z8+eEKgVmaAyQdXAleFaragn331jtaZquHlMWAISkIAEJCABCUhAAhKoIAE2YwcGBio4QWVCq4Erw9WoEqglAeeWgAQkIAEJSEACEpCABHITUAPn5mKrBCTQmATMWgISkIAEJCABCUhAAvkIqIHz0bFPAhKQQOMQMFMJSEACEpCABCQggakJqIGnZqSHBCQgAQnUNwGzk4AEJCABCUhAAoUSUAMXSko/CUhAAhKQQP0RMCMJSEACEpCABIojoAYujpfeEpCABCQgAQnUBwGzkIAEJCABCZRCQA1cCjXHSEACEpCABCQggdoRcGYJSEACEiidgBq4dHaOlIAEJCABCUhAAhKoLgFnk4AEJDBdAmrg6RJ0vAQkIAEJSEACEpCABCpPwBkkIIHyEFADl4ejUSQgAQlIQAISkIAEJCCByhAwqgTKSUANXE6axpKABCQgAQlIQAISkIAEJFA+AkYqPwE1cPmZljfijDtuLm9Ao0lAAhKQgAQkIAEJSEACEqh7ApVKUA1cKbJljHvy3TcSLUoqmgQkIAEJSEACEpCABCQgAQmURqARNHBpK2vGUbPu3cWyolQSg0KTgAQkIAEJSEACEpCABCRQFAE1cFG4qu7shBKQgAQkIAEJSEACEpCABCRQPgJq4PKxNFJ5CRhNAhKQgAQkIAEJSEACEpBAuQmogctN1HgSmD4BI0hAAhKQgAQkIAEJSEAClSGgBq4MV6NKQAKlEXCUBCQgAQlIQAISkIAEKklADVxJuhWIHX8QqwKBDSkBCdSagPNLQAISkIAEJCABCVSegBq48oynN4N//3l6/BwtAQk0AgFzlIAEJCABCUhAAtUioAauFmnnkYAEJCABCWQTsEUCEpCABCTQaASGh4f7+voyst65c2f7xE93d/f4+Di9ScvatWs5pJGuCZd2umjJMMLOmzcPB9xwpndwcJBDjAqHGKE4xHJGwKEQUwMXQkkfCUhAAhKQgATKTcB4EpCABCTQgARGR0dXrVp1/PjxjNz37Nmzd+/esbGxjo6OzZs347Zx48ZowRPJevDgwUsuuQQHGunCgfbEEL0DAwM7duzAISIMDw/v27fvyJEjBw4c2LJlC4cEwR+HnBHoKtDUwAWCqqrbrHt3hVV1VieTgAQkIAEJSKA6BJxFAhKQQMMS6O/vX7p0aXb6AwMDixcvTtpD4s6dO5eWnp6erVu30osPhzkNhUz7ggULKPFH9yJ0lyxZ0tbWRpCFCxcSkCB04YBbZ2cnLdRLMDVwCdAcIgEJSEACEpCABCRQEgEHSUACjUxgcHCwq6srhGgq1w+6dGRkZNmyZQhX+jmkRLtSJoa4RdOGQ9KI57Fjx5LDw4cPEyc5pLJ//34aqYThzJCoF1uqgYslpr8EJCABCUhAAhKQgASKJ+AICTQ4geGJLyevWbMmzzrYJb7qqqvY8kXibtiwATHc3t4+NDSEco5RBNmyZQtucViTUg1cE+xOKgEJSEACEpCABCQggZYh4EIbn8D4+Pj69eu3b98+f/78lStXImvZE85Y1s6dO9mqTUTy8uXL43d3GYIYxjmCoI1RyBymGy1z5sxJWjo6OtgrTg6pLFq0iEYqYTgzJOrFlmrgYonVxt//Q1JtuDurBCQgAQlIQAISkIAEpkOgWca2tbVt27YNTYshgJHBvb29o6OjKNUQw9Svv/76devW4Zksml3fFStWoIrZGaZx8+bNlJdddhklhiTu7u5eO/FXoxG0hw4dit8K3rp1a09PD1vHu3fvxofISGsi0EIXA8NtwcQvD3NYrKmBiyVWF/5K4ro4DSYhAQlIQAISkIAEJCCBFiaAcF29evWBAwdg0N/ff//996ON29vbEcYI1/GJreMbbrgBtYwDevgDH/jAPffcw7YwPoODgzQmRij2h9kupotG9pAxNn5xRvoirXFASyOGcUBX9/X1pYtthhRuauDCWekpAQlIQAISkIAEJCABCUig1QmgTjdt2hQUEKjs2VKnhS3isJGRESQrGpWt4xDAOLCRe/To0XCgpD0cGEgvRljasaSFCocYXTiEP4fEIRotpVk1NHBpmTlKAhKQgAQkIAEJSEACEpCABOqWAFu7e/bsCYFat0lmJ6YGzmZSzhZjSUACEpCABCQgAQlIQAISaEoCbMbm+V/+1u2S1cB1e2oaPjEXIAEJSEACEpCABCQgAQlIoN4IqIHr7YyYTzMQcA0SkIAEJCABCUhAAhKQQH0SUAPX53kxKwk0KgHzloAEJCABCUhAAhKQQD0TUAPX89lJ+f9AquvTY3ISOJOARxKQgAQkIAEJSEAC9U9ADVz/58gMJSABCdQ7AfOTgAQkIAEJSEACjUJADdwoZ8o8JSABCUigHgmYkwQkIAEJSEACjUVADdxY58tsJSABCUhAAvVCwDwkIAEJSEACjUhADdyIZ82cJSABCUhAAhKoJQHnloAEJCCBxiWgBm7cc2fmEpCABCQgAQlIoNoEnE8CEpBAoxNQAzf6GTR/CUhAAhKQgAQkIIFqEHAOCUigOQiogZvjPLoKCUhAAhKQgAQkIAEJVIqAcSXQTATUwM10Nl2LBCQgAQlIQAISkIAEJFBOAsZqPgJq4OY7p65IAhKQgAQkIAEJSEACEpDAdAk063g1cLOeWdclAQlIQAISkIAEJCABCUhAApkECtHAmWM8loAEJCABCUhAAhKQgAQkIAEJNCIBNXD+s2avBCQgAQlIQAISkIAEJCABCTQPATVw85zLcq/EeBKQgAQkIAEJSEACEpCABJqNgBq42c6o6ykHAWNIQAISkIAEJCABCUhAAs1JQA3cnOfVVUmgVAKOk4AEJCABCUhAAhKQQDMTUAM389l1bRKQQDEE9JWABCQgAQlIQAISaH4CauDmP8euUAISkMBUBOyXgAQkIAEJSEAChRIYHh7u6+vL8N65c2f7xE93d/f4+Di9ScvatWs5xBg4b948vBIfGhPL7h0cHMQZoxJuhOIQI3i0lFCqgUuA5hAJSEACEmgaAi5EAhKQgAQkIIEiCIyOjq5ater48eMZY/bs2bN3796xsbGOjo7NmzfjtnHjxmjBE8mKMB4YGNixY0fiQ3ti2b3Dw8P79u07cuTIgQMHtmzZwiFB8Gc4YQnOFByWYGrgEqA5RAISkIAEJNAEBFyCBCQgAQlIoGgC/f39S5cuzR6Gvl28eHHSHgJ17ty5tPT09GzduvXgwYPUFyxYQEkLypZKYtm9CN0lS5a0tbURZOHChQQkCAMZQpDOzk5aqJdgauASoDlEAhKQgAQkIIGGJmDyEpCABCRQCoHBwcGurq4QoqlcP+jSkZGRZcuWIVzp55AS7UpLoqLQAAAQAElEQVRJ/dixY1TCDh8+zN5v1Cmze4lDe2L79+9nSHJIKIYkh0VV1MBF4dJZAhKQgAQkIAEJNDQBk5eABCRQIoHhiS8nr1mzJs94domvuuoqNoTRwBs2bEAMt7e3Dw0NoZzzjKpylxq4ysCdTgISkIAEJCABCUigJgScVAISKJ0Ae7br16/fvn37/PnzV65ciaxlTzgj3M6dO9mqTUTy8uXL43d3GYIYRhXPmTMnGdLR0dHW1pYcZvcuXLgw6aWyaNEihlAJIxRDol5sqQYulpj+EpCABCQgAQlIQAISaCwCZiuB6RJAr27btg1NiyGAkcG9vb2jo6Mo1RDD1K+//vp169bhmUzG1vGKFStQxbEzfOjQofi9361bt/b09KCru7u710781WgEbUYvW8e7d+/Gh8hIayLQwkCCR5AFE79azGGxpgYulpj+EpCABCQgAQlIQAISkECjEDDPChJAuK5evTr+ulV/f//999+PNm5vb0cYI1yRr2wd33DDDahlksA5+XY0h+wSUyaW3YsDG7/sISN9kdY4oKURw8RHV/f19aWL7SROIRU1cCGU9JGABCQgAQlIQAISkIAEJNBYBCqVLep006ZNER2Byo4udVrYIg4bGRlBsqJR2ToOAYwDxsBwwJnDcIg6hxm9tNAV/nRxGP60HD16lG1hWkozNXBp3BwlAQlIQAISkIAEJCABCUigpQkMDw/v2bMnBGqdgciXjho4Hx37JCABCUhAAhKQgAQkIAEJSCAnATZjBwYGcnbVc2Oza+B6Zm9uEpCABCQgAQlIQAISkIAEJFBdAmrg6vKu5mzOJQEJSEACEpCABCQgAQlIQAJnElADn8nDo+Yg4CokIAEJSEACEpCABCQgAQnkIqAGzkXFNgk0LgEzl4AEJCABCUhAAhKQgAQmJ6AGnpyNPRKQQGMRMFsJSEACEpCABCQgAQlMRUANPBUh+yUgAQnUPwEzlIAEJCABCUhAAhIojIAauDBOeklAAhKQQH0SMCsJSEACEpCABCRQDAE1cDG09JWABCQgAQnUDwEzkYAEJCABCUigeAJq4OKZOUICEpCABCQggdoScHYJSEACEpBAqQTUwKWSc5wEJCABCUhAAhKoPgFnlIAEJCCB6RFQA0+Pn6MlIAEJSEACEpCABKpDwFkkIAEJlIOAGrgcFI0hAQlIQAISkIAEJCCByhEwsgQkUD4CauDysTSSBCQgAQlIQAISkIAEJFBeAkaTQLkJqIHLTdR4EpCABCQgAQlIQAISkIAEpk/ACJUhoAauDFejSkACEpCABCQgAQlIQAISkEBpBCo5Sg1cSbrGloAEJCABCUhAAhKQgAQkIIF6IlDvGrieWJmLBCQgAQlIQAISkIAEJCABCTQ2ATVw/Z4/M5OABCQgAQlIQAISkIAEJCCB8hJQA5eXp9HKQ8AoEpCABCQgAQlIQAISkIAEKkFADVwJqsaUQOkEHCkBCUhAAhKQgAQkIAEJVI6AGrhybI0sAQkUR0BvCUhAAhKQgAQkIIH6JzA8PNzX15eR586dO9snfrq7u8fHx+nFbd68ebQtXLhwdHSUlmwfGhNL/JMIg4ODDMeohNvatWs5xAgVLSWUauASoDlEAhKQQJkJGE4CEpCABCQgAQk0BAHU7KpVq44fP56R7Z49e/bu3Ts2NtbR0bF582Z6N23adMMNN9CydOnSoaEhhPHtt99O5ciRI/TeddddlInROzAwsGPHDvwjwvDw8L59+3A+cODAli1bOAzdiwMTbdy4kUyS4UVV1MBF4dJZAhKQgATKTMBwEpCABCQgAQk0EIH+/n40bXbCKNjFixent3d1dSFfo4V6W1sb4jZa5syZM3fu3OiK8uDBg1QWLFhA2dPTgxtCd8mSJYzCM3aSt27dShcOuHV2dqqBQaFJQAISkIAEGomAuUpAAhKQgAQai8Dg4GBXV1cI0VSuH3TpyMjIsmXL6Ozt7aVsb2+nXL58OeVtt922e/fu+fPnI24zBDMDjx07hk/Y4cOHiRP1KPfv309j1ClxZgiVEsx94BKgOUQCEpCABCQggWkRcLAEJCABCTQcgeGJLyevWbMmT+bsEl911VWhb9euXYtgZkf37rvv3rlz5/j4+NVXX71u3To2eDdv3ky0PHEq2qUGriheg0tAAhKQgAQkIIEzCHggAQlIoBEJoGDXr1+/fft2dnFXrlw5NDTEnnDGQhC6bNWGSGaTljqec+fOvfXWW2+//XY2cufMmXPZZZehkPHZtGlT+nDc6E1aOjo6Fi5cmBxSWbRoEY1UwnBmSNSLLdXAxRLTXwISkIAEJCABCUigFAKOkYAEGpdAW1vbtm3bxiZ+EMCI297eXoQuSjXEMPXrr7+ebV48Y5nf+c53YrOXrWDk64wZM7785S8fnPi9X1rYIkZXd3d3s12MP4L20KFD0Ru/94vD7t278SEychrlTAtdOIfbgolfHuawWFMDF0tMfwlIQAISkIAEJCABCRRHQG8JNCUBhOvq1asRtKyuv7///vvvRxu3t7cjjGlh+zcO77zzTnoRsWz/Llu2DAc0LXV8EiPUhg0bopfG5RM/KGe2nZG+SGscGMJAhq9YsaKvry8R2/gXZWrgonDpLAEJSEACEpCABCQgAQkUQUDX5iOAPk2+yYxAjT+RRcvEJvHpYmRkBMmK2+mDsbE4hENvb2+0sKWMgsWoMJAuLPFPWqiEP104hD8tR48eRVHTUpqpgUvj5igJSEACEpCABCQgAQlIQAL5CDR93/Dw8J49e0KgNtBi1cANdLJMVQISkIAEJCABCUhAAhKQQL0QYDN2YGAgZzb13KgGruezY24SkIAEJCABCUhAAhKQgAQkUE4CldbA5czVWBKQgAQkIAEJSEACEpCABCQggekQUANPh17+sfZKQAISkIAEJCABCUhAAhKQQH0RUAPX1/lolmxchwQkIAEJSEACEpCABCQggXokoAaux7NiTo1MwNwlIAEJSEACEpCABCQggfoloAau33NjZhJoNALmKwEJSEACEpCABCQggXonoAau9zNkfhKQQCMQMEcJSEACEpCABCQggcYgoAZujPNklhKQgATqlYB5SUACEpCABCQggUYioAZupLNlrhKQgAQkUE8EzEUCEpCABCQggcYjoAZuvHNmxhKQgAQkIIFaE3B+CUhAAhKQQKMSUAM36pkzbwlIQAISkIAEakHAOSUgAQlIoLEJqIEb+/yZvQQkIAEJSEACEqgWAeeRgAQk0AwE1MDNcBZdgwQkIAEJSEACEpBAJQkYWwISaB4CauDmOZeuRAISkIAEJCABCUhAAuUmYDwJNBsBNXCznVHXIwEJSEACEpCABCQgAQmUg4AxmpNA+TXw8PDw0qVLR0dHAbZz5872tJ958+bRS3t92vj4+DXXXBMZUpItuS9cuDDWkp4znt3d3em9+OCZ3pLuT52ABGcgdezDH/4wLVSwwcFBQFGpmq1du5ZUsfR5qdOenUP20sg84AAhWVH6QOIQLWm55ZZbCBKHfX19DI96FUrmzT4v5My5yJkGmYOF1SW9nB1aMCrZCRMfCJTRRYXFJnWiMVccVqEkZzInVVJi3uQQAiSWnQDp4YzFycIHTw4pqWf7QwBL2uvqGmYJZI7F2pMko5KgYMkZLTn98cGTmFTCOK0Jk5pfwyTGSrH00xF5UtJIF0aFQ4y1cIgxkMMMY11AoIx2Kiw2qTOWaykOq1AmZ4qUYl4SIHMubLoyEsABN3qTK5bkqae3ZAyBCZY01tU1nGSV8wLLXhpAwMJigQCKZHhSAV36Gee0EiR6c04RXZUomTfneSFtkqQ3Y1IaWRerY43RFS00pq8ouiiJAARK6hgVFksFo85YJqJeHSNnMidVUmLe5DBpyUiD9OjCYmkknJNVMooLGEsO6+oaTtaSLCfJk0qCAjcOsaQlWNGSYXgGlmjntMIn6rW9hpPMWSmWnT/niHaMSiQcJcvJaIl21kUQyuSQxSZ1OHAtxWFZSgKSG0Y+TBqXHIcYdVrSZ8GHdizJnAqHGJV0z6gzvJpriUknK5MzRUrBMFl7zuRpZF0YlYiZ+MMhWtJL4vM8GZFp55CXJBWMOlcplaoZOZM5RoVJyYpVc4hlJ096cadigThjSQujGEvLhDVzUWYNDOVly5aNjY0Fs+XLl1PHjhw5cumll77pTW9avHhxdNVbyfm++uqrP/e5z0Vie/fu/au/+isyX716dX9/fzQm5ebNm9etW0cvan9oaIh2fG699VZacvrjQECCHzx4kDq2b98+WqhgByZ+qFTHOEdMRKoksHHjRu5WHNK4cuVKKtmWsTRADQwM7NixgwgdHR2gyBhCwLvvvnvr1q3Rjv/nP/95XlocUv+P//gPHKhXxzKSZ1JySD/RtCQGhK6uLtZ1ww03bNq0iXbS5kxx9XKKtmzZwiGN6UbLPffcQxmNLA0ylBxSjoyMnDhxgnoVjHVlnBfOb55rmMWSFYvFLS6DbFY4JEb83RM/VKIRMoyNOnywqFehzE5+z549JMNysq9JEuZsfulLXyJDzggni5YMVhk5c+7q9homN15cXJOsl2uSw/TkWR3nhV4WSy+H2azS/anjU7fXMMlnvCRJODFuPkXdhznvE5fwbioRBFZgjDrEsKhXoWRpzMIVSwLxAuQQ49nlox/9KJUMy3h5soTGvYaTpV133XW80JLDqEAm46TTQlc2KxrD6vkaJsMXvvCFXFrkv23btra2NloSy15axolOPKPCea/za5j8WSnG41/kHCWZN9N9mEfZo0ePskxutjzcciNKP7NckNxb6OK8x304INB+7bXXRj2jpKtq9+GMq45MeGdkLRjPgTzEzp07l8Yw3mIy3nFINefqwp8Sh6qthenyGFddxn2S3Fgs54UbL6eG1aUPpzdjaRmsMvwZS5z0Z3scPvWpTzEvXdR54o06h5W27OTvuusuJuU6RKfcfvvt6ZlQL/b1SKjms6k0cDEr5nx/4Qtf4A6YPYgz8cUvfjH5sCHboeYtf/RHf8RdjPeqyKS3tzfjDs7q+HiMBxQcMnrpOnz4MPdEuvgI4Pjx41xe1BPjkJfc29/+dl4tNHKIDy1UGMtDAHXaq2Pcznp6ephrwYIFnZ2dJMArBwmRfuJ42fP5EO30Zixt//79MZaSONmZM+rKK69kFGPxCRFIfOp8BMBlkD2ErkoYCZBGxnnJONGcAj7xiiuTM86ZTc+E87VkyRLe23hL4OwTML2XOuu6/vrrQUodw+Hxxx+HAHXGfvOb36SFehUMtszCOaWM88JaWBGHiZEMq4hrmJxxo4shXAbcqbNZ0ZsY8ZGXc+bMoUIj3OrqGuZ9Lk40uYUl1zCnj3s9ZzDaKWMJLJw6ELIvSM5g3V7Ds2bNYjksiuTDOBfJNcxVl3HFZpxoroEYlZT1fA1zAXMZJ6lSIf/kGqYLBxrD6Groa5hVcOGhcF75yldSx5JrOHtpjX4fccCOVAAAEABJREFUjtVxvi6++GLq6dcw55QzS2NiDX0NJ6tIKpzN5BrOWFqj34eTNSYV3m5YLEvmlsWNq2nuw1yxsUYebqlcdtlltOS5D+ODA+9Tr33ta6lnWzXvwxlXHWcn8uH+gz5EBnOYnDhOGSeO00djWPa7TLQnZTXXkkyas5L9Xs9y8Iwl8+TD+yl1LlHWS3v20iZjhTPGOeX5IXm2p4VDypiXsd/5znfiGZjGSlt28iz22LFjkQDPb5zE5D2FOqcVhySryDnPc1Hi2UyVcmpgaK5fvz6bDlcJn0DU8yYwOXNvyniGTqVSZM4TCU/JOGRYvGzo4t2aOtdZ4nDo0KG45pIWrq3Zs2dfc801fMJETHo5pJd2bjo8bVOnnbLSxiw8diSzkDbJs3CWnzSmV+jFJ2lhaffdd196C9GImThQ4fbHSnm9sTQOiUAdvUSFl+h73/veBx54gPYqGDOmp0rykGelrHey2VkLb2P0cnegjNsZlbCMQ+Kzrv/0n/4TEKjjg8OKFSsgQBzq3Bmjna5KGxOlL5aUyIFJKbOvYRpxoDeMgV/72tco45AyWFFJjHPH1Y6+okIjJOvqGiYlDAi8hfM5FPUM49b/+te/ns99Ofu4pS8WFABJ9+cM1vM1TKq8YXOz/ad/+ifuuhwmxlWX1KmglFgdlTBWzdqjHiWHdX4Nc2rSX5KRdlKSP48vXJmF3Ie5dPGs22uYtXBOP/jBD/JJU7LAqNDFuYs6JS/PRr8P8+7wkY98hMWynGxLP+nUG/oaPnnyJB+GsrPd3t7OyzZ9sdlL+1rj34f5MJ2V8qrkok1fbNSb7D7MGeThlu0TFEUsMMqM+3AcXnfdde94xzu4/4RPegmrqt2HyXmyFxSPPVdddVXGe0rkyaXL3SnecWI50U6ZcVjNtTB7fiOZ9DsnC0f0/tmf/RnPaVhfX1/+EzflGyjP8DwI8bQQz/Ykw/Ptq1/9at5rmJrDpU/+Zij1SlvGieCQp50NGzZw82GrhhdmdgL5X4/Z/s3XUk4NPBkdPidj9y+22ibzqc/2zZs3o9/4WJr0uC/weM2TFnUsDvmYh1sDh/mNO8uv/Mqv8PkKr0Zo8NrgZcPTGBVeMG984xsZjqigrBNbvnz50aNHef0Umw9PNvfffz8rZXW8N3C3ZY28ArnvU+HwDW94A/d6KsVGrpA/d8Bt27ZxgiJ+HFIv5HIdGhpiaS984Qu5SKgzirOJAOPkslgaOenchmivoeW5hgvPiuUgpLkeWB0ykkOMZXKWqbDqOrmGucvzFk6eLI2Xbfo1zOFnPvMZerlE6c1jONxf99cwN6JbbrnlV3/1V+EfF21yDedZWnYX122dX8OxOjKPl2TceFk+LVgcFnIfBlSdX8NcvTxMsyLWFcZFm34NR2MhZZ1fww8++CCfRaY/gMZZTq7hOGSlcdKp5LH6v4b5MHRsbIzH4rh5corTnyXyLC2jq/6vYd4UWCaL5dGf80L+vFRZLEumjnFJN9N9GAnEJ1ZsArO0uGiTa5iWdENscMjyKbMNVjW/D3N1IRFjE5gMM04ch/8/e2caI1W1LeDcpz8ccEZQUIPTQ4MQtTUqgxoQB5wFZxOc44AJJkYUMWpETYzRGGfAGUfAYAQcEFHDJGEQHAKIgApOYDQiSPz1vrDe3ffcU91F0VQ1VdVfZ2W79jrr7LPWt3edc1btpk1PHI4WkWrIpUh4lLWDBg2aP3/+kCFDqOp5F2VxskRJsMhZTR1iunnN44033u0Zjfdb3nJR4Ml7L9OK0tTplbaz6ngPX7VqFZ9Hni9cjhWYfabQLfHzyLl1KRWvgVkKzMGRRx7JKqktgrxG8MSKddNU5Dyh+fqHmyCSfOL3K1KXD8C0adO4s3Ts2HH69Om8rmHp0KEDb+psN1E/HHHEEThzOdpKC7dparN0FcLm85+6hQpH8Ul2UuvUqVPWwmiMmRx4/k2aNIlMyZcvPnhCUARyF2ABTJgwAbeDDjqIewR29EpLYfB8BVjKRQmehwHTRORZ/2yXhc0rNcuD77y56aP/+uuvpEaCTO5rr73W0NBAACwPPLODVEjnWoXzwqJqdA0zZUxcioQTO3fuTJssTHSWFeOwdEmfGpinBV3gkGZVrWFu98zaNddck7LIKSCiBmaJomSTBQVAkjMONbGGgc9mC3ORIkdhjmiTdOvWjexSl6zJPXVZmazbKl/DEW36SEY315ZyHwZUNa/hZcuWcRshTW6eLL/LLruMj1hKk1lj7lKXj2dN34e5KZEjNxOWK5Ny1VVXsRRTdkmBBp9ovh2u6TXMphAFP0kxibTZaeW2k0ut1u/DZMp9iTSZWR79KIUCh7q5D1MCUecwj7k0ST9rIWU24viA87bA/RbhaZUcWPwteR8m2tyqIzyCITzsodMtFGY2nji57LLdFs6lMMichXSyd04S/Oyzz1h+2ONVgU2p7CnZXLCnByg6wlCciBLCZzn3bs/NikO8BNLyxst7LwPyzk+3BYRrZa9Cl0vzvSozzpKLN7esQ+hkBBBee1BIMIy0sKKte/mfSmdItUMtFNNQ6WuVcXw+yXxFxMpgWcSwLHc+/7HryxfYvFFhZ93wxWe7du3QkyV3T8TOdzB8M4rwVOChzr2G1cnIlExt2rRhgdLlEIO0gHAtPhhciKmhbfS7CW7Q8e+BoxAiBTxJltT233//77//Ps5lHHYCORQCNEo+3MgU4Wu2Dz74AAuZcpWZM2dSFpIsxIAZp1S0LQyeq+euSMynn34679DYmVwSR4l8OR1WPJzwIWAmjmcAR0MgwP2CL9jIlBadxJlQzuLGxzg4kzjfDsZtMc6qXMu1cvNC2EXWMKkxfcRDIrRdu3aljcRJhInOssKTRUumCApdhBG4KClXwxpmgnjJyN5nmIJYwxxifqGBMJsRdo4VuYfgw4qFAJkiVbiGmS/uP0RLXjzVmAJiTmuY7MgRC0djxWJhsvDnRFo+ibQhWFi3rF4ypUUncSa0etZw4UeSvJp3HwYCS5dMERS6CHAASMpbfQ0PHDiQwBAmol+/fqNHjyawtIaZEaYs+/Gs6fswC5hMEZ56PXr0ePbZZ8kureHCSWeamCx8WLG0tbWGCTiEpYvCtKKkNZxLrdbvwyQYwsySGjqzSbKkjNTTfZjnIxlxB+arHNJEuOumNUzu2fswPniy4BGqEYT9N04JYVVz7+WDz1Fa9Erfhwkv94EieALOvs6lieO2wweWUCNfFjCn48wpWOIpw9GQls8lrttUS7SFz/oInhczXs9wIAuWKPkySGFqWHKscAuBTO7dfurGv6rL2uBdlzde7lSMz/MFVnFKRVtCjdTIKM1LBI+FSxNMeqZgKfHzyIl1LBWvgfkw77HHHtQDtQVx5MiRfD/NrYrv7eJNOhv/XXfdRXXBoVGjRuHDir/vvvuuuOIKLCzB+Hop/Fn6bIOnOwtLkNF4PKDggJ1Vi0KLEaUFhPD4eBBqo/8cIhdAYWpEPmzYMO7pjIBz9lbON2rcU/jYY0fweeutt1avXs0pjNO/f38U7C2WLBdtal4Io1AGDx7M/YK8mEpO5HSy48swdmaImfoq4o8Ts18A40nR+PLLL1Peo0OAE3ltRXieca+JUyraEltuXoqv4dwy4HscUiZx0s+tYW70PL8PP/zwiB9l4cKFLCGuiKVK1jAfw5UrV7JxRPw8z7LMiZN7PV/NMo/MJlODJceKREKqfw3Dv3fv3qTJmuRLOroRebRkR45kytFYsbmJZn2GJ231r+HCjyRhJyn9PlwTazjlVagwa7mPZ02v4cIEs5bCSa/pNcza46HPB5YHIrcdJi6bbC61Wr8Pc6clU4QHBKllMyVxjtbNfZjUmFmeNbk7MHak8D6MsSlp+fswU8MEMU3pJTBq1/il7lycJJh74hTJruVzyUWb67Lq+NDx0SNZDhE5uaPEI3JLHqCF7/Y8eceNG8eTl/GB1r17d+7bBMBbMfU2xkoL2RFDpBZPf96L2KkmdwjAgWBSDOilfx7TWfWnFK+Bm5MvDzDemOEbJ+e6YazOlphZLqxdwiNsvpMLid+e5yh5YecoK3vixIkcxYIdC2fhhgU7R7GEoGNhaUaXlrJ51qxZ+KNjR0Lh3oHSAhIhESoBRxhxUVJLMRBVOooPOv4kwrk4c5QukvwxItiTD11OJFMKqkB05ZVXYsHOhRCUFhCumAueixJPmmgyIuaUCAp5cQon4omEBSPZ0U2CPZsF+jvvvIMRB8bkdkOLvPrqq2koDlVUiJA4kQiDkNBDIiMSZ8ViJwxiI3GOxiEsxImOBTtHsYRgBxfnRhdlxowZ+GDHwkWRUOK66JUWwiMAQiXgCINL0w0hR4IkqnQUH3SO4haxcZQukizJzsiMH11OrMI1nILPTmVKBIW8ENzIglzIiC4ESAdLEjxjhLCgV9saJjCCzAbPzDK/hMqhlBoW7FhIkDTxJ2WOYgnBXv1rOEIl7HTTYAZJh+A5RIueTY2jdBEQ4ZAEezZ9TqzCNRzRMmuESkvWKCkRFPIiX4LHM45mLRhD8IzFEF30alvDpEAiBI8wNcRJvqxYQkUvTC35A4Sj+IRgr/41zHSQJpKCJ02SJWWyIIVAgRtdBCA4I8mCEcGeRqDLiVW4hgkyGzaTRczJgkJeCG6kkAQgSOqi4Jm1oFd6DUeoxMZ0wJYYaLntYEcPIYw0caSAM4IxjhIzXYRDYYkWe/LBgl7pXLhKcSFC4kSIDU9yZJroIoSHhcVJpqHTxY1DCCfSTf6JFUYk7OFDF+HEsWPHxjiMyT4ZRhQuR4veAkIMRI5EYFyX1OgiYaFNiTDp6BzirIiNo3SRZAl7Hbflr4HrBZZ5SEACEpCABCQgAQlIQAISkEC9EbAGrrcZLUc+jiEBCUhAAhKQgAQkIAEJSKA+CVgD1+e8mlVzCXieBCQgAQlIQAISkIAEJFDPBKyB63l2zU0Cm0NAXwlIQAISkIAEJCABCdQ/AWvg+p9jM5SABDZFwOMSkIAEJCABCUhAAq2FgDVwa5lp85SABCTQGAFtEpCABCQgAQlIoHURsAZuXfNtthKQgAQk8G8C/lcCEpCABCQggdZIwBq4Nc66OUtAAhKQQOsmYPYSkIAEJCCB1kvAGrj1zr2ZS0ACEpCABFofATOWgAQkIIHWTmDTNfB6fyQgAQlIQAISkIAEap6ACUhAAhJoFQQ2WeJvugbe5BA6SEACEpCABCQgAQlIoIoJGJoEJCCB/xAoVgPv4I8EJCABCUhAAhKQgAQkUMMEDF0CrZTAf0reAq1YDVzgrEECEpCABCQgAQlIQAISkEBNEDBICTROwBq4cS5aJSABCUhAAhKQgAQkIAEJ1CYBoy5GwBq4GB2PSUACEpCABCQgAQlIQAISkEDtENh0pNbAm2akhwQkIAEJSEACEpCABCQgAQnUB4H6rYHrY37MQgISkIAEJCABCUhAAhKQgATKR8AauHwsq2ckI5GABCQgAd5P1+sAAA6KSURBVAlIQAISkIAEJCCBxghYAzdGRVvtEjByCUhAAhKQgAQkIAEJSEACTROwBm6ajUckUFsEjFYCEpCABCQgAQlIQAIS2BQBa+BNEfK4BCRQ/QSMUAISkIAEJCABCUhAAqURsAYujZNeEpCABKqTgFFJQAISkIAEJCABCWwOAWvgzaGlrwQkIAEJVA8BI5GABCQgAQlIQAKbT8AaePOZeYYEJCABCUhg6xLw6hKQgAQkIAEJNJeANXBzyXmeBCQgAQlIQAItT8ArSkACEpCABLaMgDXwlvHzbAlIQAISkIAEJNAyBLyKBCQgAQmUg4A1cDkoOoYEJCABCUhAAhKQQOUIOLIEJCCB8hGwBi4fS0eSgAQkIAEJSEACEpBAeQk4mgQkUG4C1sDlJup4EpCABCQgAQlIQAISkMCWE3AECVSGgDVwZbg6qgQkIAEJSEACEpCABCQggeYR8KxKErAGriRdx5aABCQgAQlIQAISkIAEJCCB0glU3tMauHHGP/zww4gRI7799tvGD7eIdfny5aNGjVqxYkWLXM2LSEACEpCABCQgAQlIQAISqH8CJdXAu5bwE6h++eWX66677n83/qDQDfuCBQsKx+jdu3cczbXhWaTN+Zelmy7HaCtXruzateutt97a0NCwaNEiLFsuH330UbrEvHnzGh3wkksuCR/ILFmy5IgjjrjlllsOP/xwiuFG/TVKQAISkIAEJCABCUhAAhKQwGYRKKkGLn3EoUOHvv76679u/EGhG+e+8MILoWTbyy+/PNutHp0aOAWzePHipG+JQlnLNwMxAjvMoWTbNWvWTJo0KSyQYSM6dFrqYVpFAhKQgAQkIAEJSEACEpCABLaQQJlr4ClTpmQDmjp1Kt1169ZRD6NkZccddxwwYEDWUj36scce27dvX+I57rjjzj77bJSyyLXXXhvjQINvCUJPLcbQg0yfPn169eqF5cQTTzzllFNQWomYpgQkIAEJSEACEpCABCQggcoRKHMNvM0222Rj/de//kV3zJgxf//9N0pWLrzwwh122CFrSfofmZ/ixnQ0q/z888/Tpk1buHBh1lioh1v6be2cAzETxbvvvpuz012/fv28efOK/I706tWrCQCfDRs24J/k0ksvbdOmTXSff/75UFI7evTo0BOZd955hxjGjx8f9mwLz1mzZs2YMePPP//M2tVrmoDBS0ACEpCABCQgAQlIQAKVJlDmGphNy2zE0S2s9/C54ooraJsn8Y9maf/6668nnniC/eTYRKXmHDZs2CGHHHLGGWccf/zxHTt2nD59Om4h6VpZt86dO7PrSzGZjoYSp9Dmuo8//niHDh169+7NWfvuu2/67eVwozwePnx4165dCQCfTp06ffzxxwwSsv3221955ZXh+dxzz4US7fz581NRncjEWbThE+3EiRNPOumkvffe+9RTT+3Xr99+++135513cl2OEhLOSHY3njCwnHbaaTiEvPfee1gQ/MNiK4GtTsAAJCABCUhAAhKQgAQk0DIEylwD33///Wxjtm3btl27dhdffPEDDzywYONPLpkjjzySQjFnbEb3oosuuuOOOz788MP417N0qVHTOOvWrevfv3/qJiXnRvF53nnnpaPFFWrs5LB27dpLLrmE08PC3myvXr0eeughauywoHCt0KO95pprQmH/ma3m0GlffvllWqQ4mRtvvJHN5Dlz5uCZ5LHHHsNI96yzzqJFJk+eTIv89NNPbEejzJw5c82aNSjIBx98QIskf3RFAhLYWgS8rgQkIAEJSEACEpBASxIoqQb+o+CnqRDbt2//zDPPLF26dMmSJU899RSVcEX/Gta0adPYz+zWrdu222573333sekagXXv3v2mm27q06cPVWhYUlvoxmZ1oVvyzyk77bTT3XffzS7uAQccEIcefvjhUKh+0/9LqaGhYdCgQSeccEJuZLaO2SIO/5EjR4aCz9ixY0O//PLLQyls33///VdeeQX7Lrvs8uijj06YMIE98J133hnL1KlTOZT+6XL6FW42jTkawvZvKIwTSvKPrq0EJCCBFibg5SQgAQlIQAISkEDLEyipBm52WOzEvvHGG7nT27RpM6BMfw2LreYVK1Z8+umnN998cyopKUonTZp07733jhs3rvDXsAvdxo8fn4y5UAu7I0aMGDx4MPvG1J9xNO3KpkEokqdMmTJ8+PC33367MIAbbrghTpw9e/b8+fPRqVTjn/UWJ0P1jjPCRu7AgQN79uzJ9u+bb76JBXn11Ve7dOnSqVMn9O++++6bb75BScUwOjUzLbvWq1atQsETfxRFAhKQgARanoBXlIAEJCABCUhgaxGobA08ZsyY+Keq2fQuuOCCpv4aVtatFP2ee+4Jt6+//pq9avTdd989/Ztbuueee+7++++PEtKU2/nnn88ObfgUb3v06BEOhx12WCjLli1DmTdvXtSxbdu2pUjGEkIAyTMs7FEny9NPP43xpZdeokWKk0l/5euYY45h9zvk1FNP5UTk888/p01bu5MnT+YLCEpxjCHsAzMX1M/RTZ7RtZWABCQgAQm0DAGvIgEJSEACEti6BCpbAxfugpJt+ptP6Fso7dq1ixHWrl0byj777BNKag8++OCkF3E79NBDk1sRJX73GIeddtqJNsk///wTeocOHUJJbefOnZMeyvXXXx8Km+RsBX/yySfRLUJm5cqV4dNUS8W7YcOG9E98qXhTuTtkyJA4i5I4/SJ08oxDthKQgAQkIAEJVJqA40tAAhKQQDUQqGANvPGPYS3IJVn8bz7lnEvvsikazvHHsUKPNv0bXboluuG5ubLXXnvFKcuXL//7v/9HUF999VUcSu2ll166xx57RBc9lOJkdt1113DjxAlN/Gy33XYNDQ0dO3bE89NPP6XARtltt91uv/12tsfRX3vttenTp6PggyeKIgEJSEACEpCABFqAgJeQgAQkUD0EKlgDV/SvYeUIstcaVeLvv/+e3Xx+++23szVwiW65wUvpdurU6cADD8STrebrrrsOJWTo0KGLFi0KPdteddVV0f3xxx9DKfLXsHBo06bNUUcdhfLbxp+e//7Zb7/9hg8fjh0DLXLmmWfSImwF055++um0YZw0aRI6El0URQISkIAEJCABCUigogQcXAISqDYClaqB161bF/uQ2YQp5Mr117Cyw4Z+9dVXh3LzzTefdtppd9555znnnDNw4MAwprZEt+RfunLbbbeFM4V3hw4dTj75ZArjJ598Moy5NtXAYS+FzODBg8OZpPr06cPubv/+/bt16zZr1qwzzjhj9OjRcTT3S87RxSGORhvG0G0lIAEJSEACEpCABCRQCQKOKYHqJFCpGnjs2LHr16/P5Vz8bz7lnDe3O2zYsGOOOSbOmjlz5mOPPZb+V0lhjLZEt3DerPb888+/9dZb4xRynz179h9//EEZHJZc2759++zXAaWQoY7lEjHO3Llzn3rqqSlTpkT36KOPPuWUU0Lv3r1727ZtQ99xxx0pxdH79u2b/gEzR/HBqEhAAhKQgAQkIAEJSEAClSDgmNVMoFI18HPPPVeYdpG/+VTo3AzLW2+9de2118YvRXP6IYccMmHCBJSclOiWO6uU7tChQ9n9Pvvss6kzd999d3Zrx48f39SJ6S9j4VAimZEjR7700kvZP9/VpUuXIUOGTJ48ec8992SckPSrzuyHh4W2X79+tIibwEBQJCABCUhAAhKQgAQkIIFKEKj+MZtZA7PDmZNcqp988knOgW7Xrl1zbpvsclZI1jMstFkjOtueDz744IoVK2bNmrV48WLanj174haCQ0gpbnEKbZyCEhLdaMNCG11adPZjX3zxxaVLly5btmzcuHGrVq3CjhT+weqGhgb8QxolE4doOT0JFSy73B9++CHlPTlOnz799ttvT0dDeeSRRzgLGTVqVFhon3nmGSzIww8/TFeRgAQkIAEJSEACEpCABCTQCgk0swYugdTWdGEHuH379puMoES3TY6THAYMGMDW69y5c8NCAczOcOgnnnhiKGVpjzrqKMr7UnIsy+UcRAISkIAEJCABCUhAAhKQQH0QqM8aeKvMzd133z1nzhw2afv06XPggQf26tWrS5cuCxb8//8datCgQVslKi8qAQlIQAISkIAEJCABCUhAAomANXBCsaVKjx490i88//bbb1988UUa8YUXXmDPOXXrWjE5CUhAAhKQgAQkIAEJSEAC1UvAGrhsc9O3b98vv/xyzJgxF1xwAfUwctJJJ912223Tpk0755xzynYZB6peAkYmAQlIQAISkIAEJCABCVQ7AWvgMs8QlfCIESMmbvwZO3YsNfBhhx1W5ms4nASqjoABSUACEpCABCQgAQlIoDYIWAPXxjwZpQQkUK0EjEsCEpCABCQgAQlIoJYIWAPX0mwZqwQkIIFqImAsEpCABCQgAQlIoPYIWAPX3pwZsQQkIAEJbG0CXl8CEpCABCQggVolYA1cqzNn3BKQgAQkIIGtQcBrSkACEpCABGqbgDVwbc+f0UtAAhKQgAQk0FIEvI4EJCABCdQDAWvgephFc5CABCQgAQlIQAKVJODYEpCABOqHgDVw/cylmUhAAhKQgAQkIAEJlJuA40lAAvVGwBq43mbUfCQgAQlIQAISkIAEJFAOAo4hgfokYA1cn/NqVhKQgAQkIAEJSEACEpBAcwl4Xj0TsAau59k1NwlIQAISkIAEJCABCUhAAptDoP59rYHrf47NUAISkIAEJCABCUhAAhKQgASCQNM1cBy3lYAEJCABCUhAAhKQgAQkIAEJ1AsBa+DGZlKbBCQgAQlIQAISkIAEJCABCdQjAWvgepzVLcnJcyUgAQlIQAISkIAEJCABCdQvAWvg+p1bM9tcAvpLQAISkIAEJCABCUhAAvVOwBq43mfY/CRQCgF9JCABCUhAAhKQgAQk0DoIWAO3jnk2SwlIoCkC2iUgAQlIQAISkIAEWhOB/wMAAP//+TPUJQAAAAZJREFUAwA1mxwIaH3hgwAAAABJRU5ErkJggg=="
}
},
"cell_type": "markdown",
"id": "99653056",
"metadata": {},
"source": [
""
]
},
{
"cell_type": "markdown",
"id": "9f850c29",
"metadata": {},
"source": []
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|