{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"# Tomography of a CNOT Gate"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"This notebook is directed to explain how a Quantum Process Tomography experiment can be performed in Perceval. 2 qubit Heralded CNOT gate (created using the Knill CNOT) is used as the *target* gate operation under study to demonstrate the experiment and the results."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## I. Quantum Process Tomography\n",
"Quantum Process Tomography (QPT) is a tool to reconstruct the mathematical operation associated to a physical gate by a series of different measurements on different inputs. QPT scales exponentially with the number of qubits. Any quantum channel (completely positive quantum operation) has a $\\chi$ matrix representation : $$\\varepsilon(\\rho)=\\sum_{m,n}\\chi_{mn}E_m\\rho E_n^†$$QPT reconstructs the $\\chi$ matrix.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import perceval as pcvl\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from perceval.utils import NoiseModel\n",
"from perceval.components import catalog, BS\n",
"from perceval.algorithm import ProcessTomography\n",
"from perceval.algorithm.tomography import is_physical, process_fidelity\n",
"from perceval.algorithm import ProcessTomographyMLE, StateTomographyMLE"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"#### In Perceval\n",
"\n",
"`ProcessTomography` requires a computer and an experiment containing the *gate* or *operation* under study. Source imperfections belong to the computer, while heralding and post-selection are defined by the experiment."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"#### The Heralded (Knill) CNOT gate"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
""
],
"text/plain": [
""
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cnot = catalog[\"heralded cnot\"].build_experiment()\n",
"pcvl.pdisplay(cnot, recursive=True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"Instantiating a *ProcessTomography* object with Knill CNOT gate from Perceval's catalog with a perfect source and computing the $\\chi$ matrix for the gate operation."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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RxCOGXBq3EWnPoiji239xCf/7y/+A6EQcgAiLzYLN1U381e9/A9/60t/hybc+jp/61++Eb9hTs3WwDCoWnBMEAfl8ntoQEwRBEARxoKmnzmsUmHUDK/HL5XLI5/Nk50AQDQwFpgjiEYF1Xclms8jn81LXFSZUGLUSLN/44t/iG5//W2ysbsq+JpvJ4vn/fRUv/M2LGH1sGB/91AcQGPHXZD3AXhNNURSRzWapDTFBEARBEAcOFoDJZDKSzisMSDEOs64pLtsr1nmlAlSH+XwQxEGCAlMEccgplcZdLiuoFvX43/jzb2FpexVN9ibkMwKA0nOYzCbAKuKlV6/h5otPVjUwVWiCXkixcCks86M2xARBEARBNCrMPyqbzUqenfXQeY2Eks4DQHYOBNGAUGCKIA4hLLiytbWFfD4Pq9VactesFLV8MCez20hiG3azHa22dgiZh8LIbDUjZ8piPbMK8PURTIUZUoUeXIlEAm1tbbDZbCRcCIIgCIKoK6Iogud5bG9vI5PJSPqkkgDLo6xj2HtnZX7MzmFjYwPNzc2w2+1U5kcQdYI+eQRxiGDlaIlEAolEApOTk5ibm1Nt+qhlJy2byeLv/vifELkXK/vaDJ/BSmoJG1iDuYVDzpbGSm4Rm5l1yGVSMQRBwP/5s+dw96Vx1WtU874Ku/ldu3YNm5ube3YkD/tuI0EQBEEQjQXTeclkEtvb25iZmUE0GoXFYqlo87HwOIcRucz4UhTqvFdeeQUrKyuSzqNufgRhPJQxRRCHgMJyvcI0bhaMquXu2Mr8Gr722b/GC39zDblsDvlsHkfGBvHDH/4BnP++x6W5OexfgyDwSOS2kcwmy86T2EziLz/71/j2X15EYisJPs8jMOLDO97/drz1p95c8Q6X2nPBUr9NJpO0Q0llfgRBEARBGEVxF2XmE2o2m5HP50mH6ICdO6Yjyc6BIOoDBaYI4oDCgiSFAalK07iVqHTs6y9N4C8/9w3cvnoXfJ4HAFhtVoiiiPu3pvDp//t30efpxdue+R78wPvfpnk90Yk4/uy//BWu/dPLyGVyAACzxQwAiEzE8Ll/+wf440//Ob73nW/Cj3/sh9HS3qx5LiXYzhrbQeN5Xjrn1IaYIAiCIIhqUqjzcrmc5BNaqDe06I7DrFW0ZjmxDUgWnCq0cyCdRxDGQIEpgjhgsK4iTKjIdV0BHmb7aJlDif//+z6Bu5cnID7IzpJjaXYZf/LpP8c3vvQ3yFpTJSYC8rkchAc7Uyha/z/+xQV8+Tf+VAp8ybG5uomvf+Fb+Nv/8Y/40L9/D97249+j6X3JIYriPhFY2IY4m81Kgoa6+REEQRAEoRXmE5rJZMrqPPZ6LXMcZvRqMOraTBDGQ4EpgjggFKdxA5DSi41+ON4bfx2b4gbanZ3gciYI+QcBqsJlcBzMdhN2+G2sr66gp7NH+hXbBRQFAVa7FXmeB3h+X+ve2bk4VvOraHd0wMJbwedKB6gsdjNS4g7WEysIT0YU117Nc1UsXFiZH7UhJgiCIAhCDYIgIJfLIZPJ7CnXU9J5pDGqQ+EGZCFyOo/K/Aii+lBgiiAamMI07mg0ivb2djgcjorTibVkTFX2gOXAizzWUisAOLTb22EV7YAImMwmwCZiK7uBXDr38L3gYfcTURBgMplhtlpht9uRz+bACwIEXgCfz8P0ILCzO07ARnoNANBia4WDawIEPAh8cUjkt5HOlMjGqiJygoVRqg3x/Pw8nE4nurq6KP2bIAiCIIiSMJ0Xi8XQ1NSE5ubmmjasOcx6RI35uRqKdR7P81heXobZbEZvby/pPIKoAhSYIogGpFQadzQaxejoKFpaWgyZX4m9z14Rm5kNAEBPVy/W1lchpvaW+Ak8j1Qq9XCXyWoDOEDMccgs5QHRDJOTg9lmhiAI4HkeuWwWqZ0UBEGAieMAjkMiu40EttHW0oZkPgk+vT+DSskEvVyASS+FZX5zc3Po6upCa2sr8vn8niwqgiAIgiAeXZjOY7YMgiBgdnYWXq8X7e3tFR9Hq6YxspSPdTJu5MBNpesr1HmLi4uwWq1ob28nOweCqAIUmCKIBkJLGrcSHMdJXfqqS+m15IQcRHF3PmYcKfA8wHGw2qywWq2ACCBrApcyAXkgb+IhChyQMgN2gHMCVqtJ8lTI53K72VFmM8wPfKhy+Sx4sXRZXy3EgBZBxcawHbZcLrcvQEXChSAIgiAeHZjOy2azyOfzks6T848qR+0y4/WTSqUQj8cxNzcHm82GQCAAr9cLi6V2Xz/1BNy0nBcWkCI7B4LQDwWmCKIBKOyuV6rrCsOIHa5KRI78g/ZhDb4oCOBMJlisVqmjHXbMQJoDhN34VNFQiGkAaTNgBdAkwG63w2azgX+QRcXzPMwmE8T9owvWJr9uPQahWgVjqTI/ljnGxAsJF4IgCII4vJTSeYVd4ADtDWsaCVEUsbW1hWg0ipWVFfT09OD06dPgeR7hcBj379+H1+tFIBBAU1NTzdahZTNRLYX6sJTOo25+BKEOCkwRRJ0olcat1HVF666YUSJHEASkUynkc7ldj6gHASnGWnwDyJjAVbAcMQfwWwK2nYk92VLCg6BXKp0Gn9vdleJMReeqzMPfKHFQnGVV3M2P+W3l83nJQJPK/AiCIAjicMA26pgtQyPpvGprQ0EQsLy8jFgshmQyCbfbjaeeegpOpxMcx8FqtWJgYAAbGxsIh8O4dOkS+vr6EAwG0dHRUffAjZ7MeEaprs2lsuUJgigNBaYIwmC0pnHX+6FdiLQUEeAFXioXtFissNpsJcekhRTSYhpW2OHkmmAWzSVfl+UySIlJCKIAp+DYM6npwQ6j3WFHMpdELpcF9yDziPlQVfs8ac2YUhI51IaYIAiCIA4nLCDBNh6ZNYHWcr1qU8015HI5zM3NIR6Pg+M4+Hw+DAwMyJbrdXR04MyZM0ilUohEInj55ZfR1NSEYDAIl8ulO3BTK/NzOSrVeWTnQBDlocAUQRgES+Pe2NhALBbD8PCw6iwZI3bSKhkjiCL4PA9B4B8GhkwmWCylg02F5JBBTszADAucXDNssEHkRGSQQlrYUSjSe8iugboFomiGwPPI5/MAHu5SyWGk+WYl571YuKyurmJ5eRmjo6PUhpggCIIgDhCCICCTySCRSGBychJHjx5VpfMaPTO+kJ2dHcRiMSwsLKClpQUjIyPo6empWLM4nU4cPXoUR44cwezsLCYnJzE+Pg6/3w+fzwebzCZnrahGxlQpisv8Njc3EYvFcOLECbJzIIgiKDBFEDWkVLleLpfD6uoqjh07pupY9U7XFkUR6+vriMVi2NnZgQhR8o8qWGXFx+ORR0LchIWzIC/m1Q7ffTnHwWyxwCyKkg/V9NQUJiYm4Pf74XA4yh+kDLXImCqGCZdsNovV1VUIgiBlUZE/AUEQBEE0Jqxcj/lHsRL9paUlnDx5UtWxjAwyadWTbHN1dXUVfX19eOyxx9DW1qZ5HRaLBYFAAH6/H0tLSwiHw5ienobb7UYgEFDdidrIIJ1anQfsblIvLy/vsXOgMj+C2IUCUwRRA1jabiaTkcr1WBp3uaweObSab+uF53ksLi4iFoshm83C4/GgpbkZye2k7mMDUB2MAgAUn78CHyqv14vt7W1cuHABLpcLwWBQar1s9K6i1mAW6/DCyvyoDTFBEARBNA5K5Xo8z0uvUfO8btSufIIgSDownU7D4/FgdHQUdrtd1XHKram/vx/9/f3Y2tpCOBzG5cuX0d3djUAggO7u7pqeS60ZU2oppfMKy/xI5xGPMhSYIogqwtK42a4ZgJJdV7RiRMYUEzmZTAazs7OYnZ2FzWaDz+dDf39/g+zqyJxDjkNzSzOeeOIJJJNJRCIRXLt2DW1tbQgEAnA4HJqFh1Eih53b4jI/1pWQCV8q8yMIgiAIY2GZ75lMZrcD8QOf0MJggtE6r1bzZLNZSQdaLBb4fD64XC6YzeVtG/TQ1taGU6dOYWRkBLFYDDdv3oTdbkcwGMTAwEDN51eDHm1YrPMKuzaTziMeRSgwRRA6KZXGzYysq9V1Res4LQ+0VCqFVCqFK1euoLOzEydOnEBnZ2fJziP7kV9fNR+tlbyt5uZmHD9+HMPDw4jH47h37570t2Kd8NTNWZ/dt2J/Ap7npWuMyvwIgiAIorYU6rxcLgee58vqPDZObZZPI3hMJRIJxGIxLC4uor29HceOHUNXV5fhWsPhcGB4eBiDg4OYm5tDOBzGxMQEfD4f/H5/yYwtreeiVh5TlYwpDGqyrs1k50A8ilBgiiA0orXripGBKbbOSl6zsrKCWCyGzc1NWCwWnDt3Ds3Nzarnk8egDilF2VxWqxWhUAiBQAAzMzOYnJzEd77zHXi9XgQCATQ1NSker1H8Ckq1IaYyP4IgCIKoDSyLJZPJqNZ5bLwatD6/qzGPKIpYW1tDNBrF5uYm+vv7cfbsWdUeT7XAbDbD5/PB6/ViZWUFkUgEFy5cwMDAAILBIFpbW/eNqVeQSe8Y6tpMPMpQYIogVMJ2MrLZLCYmJtDa2gqXy1Xxw8JIc8ty68nn85ifn0c8HocgCPB4PHC5XJidnVUOSskctg6NYfYh955NJhO6u7sRjUbx2GOPIRwO49KlS+jt7UUwGNyXFcYwupSv0muoULhcv34doVAI3d3d1IaYIAiCIHRQWK43PT0tlbGp0XmAcfYLWijMwl5YWEAsFkM+n4fH48GJEycM74pXCRzHobe3F729vUgkEgiHw7hy5Qo6OjoQDAbR29tr+GailjFadN6tW7fQ19eH/v5+KvMjDi0UmCKICihO42b+UZlMBk1NTao9l+qdMZVKpRCPxzE/Pw+n04lQKIS+vj6YTCYsLS1VtBYj0DJLJUvr6OjAmTNnkEqlEI1GcePGDTQ1NSEYDMLlclXFQ8uI3TcmXBKJhNTdhfkTUBtigiAIgqicQlsGVq6Xy+UAQJMuMKosT+s8U1NTmJ2dhcPhQCAQQH9/fwN4iFZGS0sLTp48KflQ3blzB2azGW63W9PxGiVjqhim85LJpOQ1SnYOxGGFAlMEoYBcGjd7ELCuGmqol8eUKIrY2tpCNBrFysoKenp6cOrUKbS3t1foH7XnyKrWYSRK6y8WBE6nE6OjoxgaGsLs7CwmJycxPj4Ov98Pn88Hm81maMaUlnnYXOy6ZP4E1IaYIAiCIJRhOq9w47GwXE+rzmPHVjuu1hlTW1tbmJmZQTabRSKRwMmTJ2Uzxg8CNpsNQ0NDCIVCmJ+fx/T0NABgfHxcanpTDj1ZVkZpw2KdR3YOxGGEAlMEUYJKuq4A+kSEEW2Egd33wtK0d3Z24Ha78dRTT8HpdMqOKfee6v/cK+/toAaLxYJAIAC/34/l5WWEw2FMTU3B7XZjYGBAz0JVwXbB1KLU5aWwDTGV+REEQRDEQ5/QTCaDfD4v6bxi/yi9Os8Iys3DfESj0Si2t7fR3d0Nq9WK06dPG7I+IzCZTPB4PGhvb8fzzz+PZDKJCxcuwOVyIRgMor29vewxqtGwppIx1dZ5LJOKdB5x0KHAFEEUUCqNWylN1sjAFBtTKblcDuvr61hfX0cikYDP58PAwIDqbnSl4OqcMaV82pQzppSPy6Gvrw99fX3Y2tpCJBLB9evXAQArKyvo7e2t+G9Wj4yp4uMUXp9U5kcQBEE86pTSeSzrpBQcx0n2DZWi9dla7Ywp5iMai8UgiiK8Xi9OnTqFVCqFzc1NTWtsdNjf8/HHH0cymUQkEsG1a9fQ2tqKYDCI/v7+fees0Tv5yY2T03lU5kccVCgwRTzylEvjVsKItGu1cyWTSck/ym63o7m5GWfPnq14XjXGnvtRWJ9Bz8ZK/maV0NbWhrGxMfj9fly5cgW3b9+G1WpFMBiE2+2G2WxWHF9vwcJgPy9V5scMNKnMjyAIgjissKwSZstglM4zqpSveAzzEZ2bm0NzczOGhobQ29srPetTqZSqOQ4SheeiubkZx48fx/DwMOLxOO7duyeV+Hm93n0btUZsJhqh8+Sy5Qmi0aHAFPHIwsr1stksVlZWMDMzgyeeeKIiocIwWrDIIYoi1tfXEYvFsL6+jr6+PjzxxBPY3NzE2tpa9TOzGngDptrPXtaZ5s1vfjPm5+cRiUQwMTEBn88Hv98v619QrxRvJQp311ZXVzExMYGnnnqK2hATBEEQhw72BT2bzWJjYwN37tzB+fPna67ztI7T8/wt5SN65swZtLW1lTyukd3rjKb4/VqtVoRCIQQCASwuLiIcDuP+/fvwer0IBAKw2+0lx5WjUTYgCynUedvb27hx4wa++7u/m8r8iAMBBaaIR45SadwcxyGfz6veUTDae6B4DM/zWFxcRCwWQzabhcfjwdGjR6WH7NbWVo3ERyM/1Co3P68ENsZsNsPr9cLj8WBtbQ3hcFjRv6ARBQuDXbc8zwPYW+ZHbYgJgiCIg4wgCMhms8hkMlIZnslkQi6XK5vtXIyRgSlAmzbMZrN4+eWXkUwmK/IRfVSf7yaTCQMDAxgYGMDGxgbC4TAuXbqE3t5eAOrPfa0tOfTMVajz2HccsnMgGh0KTBGPBOXK9Vj6q1rqleKdyWQwOzuL2dlZ2Gw2+Hw+9Pf3qxZcSutTfo3uaWpGrR+0HMehu7sb3d3de/wL2trapHbLhQaVajAqMMXGsDI+dl0xMU/+BARBEMRBgn0JZxuPrJkIe44ZqfO0jlMzJpfLYW5uDtFoFPl8vqo+ogeZSs9fR0cHzpw5g1QqhXA4DAC4fv06QqEQXC5XRRvVWgOPWsrq2PcWLXMVXv9k50A0Mo/23Ys49JTqulLKV8DoHTG2NrVzpdNp3L17F0tLS+js7MSJEycU2/zWasdObj7DEsMVgiWcqbqBFKWgj5J/gZYOe0YGpgrXV/hvakNMEARBHBQKy/VyudyB13nl2NnZQSwWw/z8PNra2uB2u7GysgKfz1fTtR0k1GgVp9OJ4eFhRCIRuN1uTE5OYnx8HH6/Hz6fT7JzqMZcQH2N1gvL/JjOY0Er0nlEI0CBKeJQIggCMpmMtGsGoOpdV7SOU5sxxdr8rq2tIZ/Pw+1249y5c2hubq54/GFD62OzVuV1pfwLstksIpEIbDYbmpqaarq+ar6vYuFCbYgJgiCIRoP5hGYyGfA8D1EUpewouWebludlI5TyFfqIrq2toa+vD48//jja2tqwsrKC1dVV1WsjHsLOuc/nQzAYxPLyMsLhMKanp+F2uxEIBNDS0lJy3EHZgCykWOeRnQPRKFBgijg0lEvjVqIe5pblxrE2v/F4HDzPw263Y2BgAEeOHFE9l5b1acGoIJjSLPV8mBb6F/yf//N/kM1mcenSJfT19SEQCChmtwH6/Aq0lvLJUShcAGpDTBAEQdSXQp2Xy+WkZ1KlOo8do1EDU8WbnYIgSD6i6XR6n4+onvUdVvTqKI7j0NfXh76+PmxtbSEcDuPy5cvo7u5GIBBAd3e35mtJ65hazVUYxGVlfmTnQNQTCkwRB57iNO7nn38eTzzxBFpaWiq+oTZSYIq1+Z2fn4fT6UQoFEJfXx/Gx8c11YHXxHxTrnSwAUzRaxH40fJgNplMGB0dhdVqRTQaxY0bN9DU1IRgMCjrX6BHUKm9NiotNWSvYf4Ed+/ehcViwcjIyB4DTRIvBEEQRC1gWR2ZTAa5XA7Xrl3D6Ogourq6VOk8diw16NGHWsdks1nJR9RiscDn88HlclXFR5RBwazytLW14dSpUxgZGUEsFsPNmzdht9sRDAYxMDCg+Rwa7SVa6ZrYtT41NYWdnR2MjY2RnQNhKBSYIg4sLLLPuusVp3GruYEWGkCroVqCRRT3t/k9deoU2tvbdT0IavUQkT1sAzyzGuW5yUSE0+nE6OgohoaGMDs7q+hfYHTGlNox7Hpn/87n88jn81TmRxAEQVSdcuV6anUeYGxgSu24bDaLzc1NzM/Po729HceOHSsbfNOzQXoY0bMZK3deHA4HhoeHMTg4iLm5OYTDYUxMTEgm4mrnapSMqVIU6zxm50BlfoQRUGCKOFBUksatJchktIcAGycIApaWlhCPx8u2+a2mX0Ela9NEA+zAcVx1u4tUS0RYLBYEAgH4/X7Jv2BqagputxvBYBAtLS2aurXUqpSv3LjCzxm1ISYIgiCqRaEtQzV1HgBNvqC11IeiKGJ1dRWxWAwbGxtwOBw4e/ZsSU8jojJqpT/MZjN8Ph+8Xi9WV1dx48YN3Lp1CysrKwgGg2htbS17jEbwmKpkHNtsZNcwz/PS8ajMj6gVFJgiDgTFadxyXVcA7YbkRppiAsDs7CyWlpbAcVxFbX4baVes3g8jxfkVfqVVEFSTYv+CSCSCy5cvo6urCwBUi1GtgSk9goWNKy7zK2xDXJhFRRAEQRBKMJ3HNh4FQai6zmPzqB1Xi658PM9jYWEBsVgM+XweHo8Hra2tyGazqnSAUZuWhxm1OorjOPT09MBut+PIkSNYX1/HlStX0NHRgWAwiN7eXtljGZ0xpXUDUk7niSJ1bSZqBwWmiIZGbdcVQL/vUy0DU8lkEvF4HIIgYGNjAyMjI+jp6VHl9aOWWogP2bUoTGXUI6vaD8daioi2tjaMjY1hZGQE0WgUMzMz2NzcRHNzM9xud0V+EkaW8rFxpYROoT8B832jMj+CIAhCCfa8yGQyUlmUXECKUQt/T6VxWnSUXFZXJpNBPB7H7OwsHA4HAoEA+vv7YTKZMDMzo3oeQNt7OqwYGXATRRFOpxMej0fyobpz5w7MZjOCwSDcbve+DWetASatGfVaNyAr0XnUtZmoNhSYIhoSnueRyWRUd9cDdsWA2p20WnoPiOLDNr/r6+vo6+uD2WzG0aNHK0r7LT6W2vWpRVcpn+KBq3/IktOUec96DEnVoEYQ2O12DA8PI5VKIZfLIRKJYGJiAj6fD36/Hw6HQ3EeLWvUupNWLtOqULgAe7v5mc1mxS8bBEEQxKNBKZ3HsjDKoUXnFT+b1IyrRsbU1tYWYrEYlpaW0N3djbGxMXR0dOx5HjZSZvxBph5enTabDUNDQwiFQpifn0ckEsH9+/fh9XoRCAQkHWekl6jWzPhy+pB0HlErKDBFNAzFadyvvPIK3G43BgYGal5eV4udNJ7npTa/2Wx2T5vfS5cuGSaODM2YqvpEUMzCKjlEYW1Gnj+tO1Xt7e14/PHHsba2hnA4jAsXLsDlciEYDKK9vX3f65k4bxTBwihO/7569SoCgYBUslrpFxCCIAjicFDoE5rNZnHnzh20t7fD7/cbYqOgx+pB61zLy8uIRqNIJBJwuVw4f/48mpqaqjpXo2jDRkDrudCqa4vHmUwmeDweuN1urK+vSzquv78fwWDQ8CY3tdiAZBTrvBs3bqCrqwvBYJDsHAhNUGCKqDusXC+bzSKfz0vleiwlVO2NWI8pppZxxSInk8lIbX5tNhu8Xu++Nr9GZTLVKjtItnZecagxwaxGKOXTI/jYNd/d3Y3u7m4kk0lEIhFcu3YNbW1tUtq/1vLTwjVWM8VbCXbtMvGSzWb37azR7hpBEMThhJXrsY1H9oWZ6SIjdB6bpxo6rxz5fB65XA7j4+PgOA5erxenTp2C1WotO5dajBpzkDDq/SnpKI7j0NXVha6uLknHvfTSS7BYLGhtbVWlpRrFskGJYp1Hdg6EFigwRdSNUl1XCrMotKRqA/pMMfXspG1vb0tp2p2dnTh+/Lhsm99G3xXTHFhpgA04peee0ebn1chiam5uxvHjxzE8PIxYLIZ79+5hfHwcgUAAXq9Xd3c9LeP0BLTYFwqWIUltiAmCIA4ngiAgm80ik8lI+qpQ52nRa3rH1TJbPZVKIR6PY25uDqIowuPxYGhoSNWztuF13iFETwCnEgp13I0bN7C+vo5Lly7B7/fD6/WWDVjWo8kNdW0m6gEFpghDYWncrLueUtcVo3fE2PrUks1mcePGDWxtbcHlcuHcuXNobm6uyRobxXtA9rgG6Ryld8VVOW3YyLRrpTFWqxWDg4MIBoNYXFxEOBzG/fv30dfXp3oOoDpd+dSOK/wyUng9sy8vHEdtiAmCIA4yxeV6Sj6hRuo8rePKjRFFEZubm4jFYlhZWUFvby/OnDmDiYkJtLe3q/qC30g676BidMBNzfm3Wq1obW1Fe3s7Ojo6EA6HMTk5KflQyZV4Gl3KV42M+uIyv8KuzWTnQMhBgSnCEOTSuMt1XdGyI2aEKWY+n8f8/DzC4TDy+TxCoRDGxsbK7noUzteoHlMVPYzkXsIZIwiUZmkEkVbLtGuTyYSBgQEMDAxgY2MD9+/fB8/zeOWVVxAIBNDZ2VnRvEameMvNx/6bXduszI/aEBMEQRwstOg8rZnxWgNaWq0eSo0RBAFLS0uIxWLY2dmB2+3GU089BafTqWsuLVAway9GlrxpDRa5XC64XC5sbGwgHA7j0qVL6OvrK6njtHqJGmnZoDSu8DsW2TkQSlBgiqgp5dK4ldBTylernTSWpj0/Pw+n04n+/n5sbm4iGAwaska11ErkcPKRKU3zKaxE9SzVLuUz0mNK7VwdHR0YGRnB9evX0dTUhBs3bqCpqQnBYBAul0vxc8a8ANRSbcHCKBYu1IaYIAii8WE+oZlMBjzPS8+WSr5s6tFrRlo9FK4xl8thbm4O8XgcHMfB5/NJTT2KaZjNRIW5Dttz1ciMqWpoyo6ODpw5cwapVArRaLSkjjO6lK9WgbpinUd2DkQxFJgiqk69u67oSQ0vJVhEUcTW1hai0ShWVlbQ09ODU6dOob29HSsrK9jc3FQ9Fzuu2vU1jMhp4OdGIz3UjAiCsYDP6OgohoaGMDs7i8nJSYyPj8Pv98Pn88Fms5UcV0pI12KNhessR3H24oULF3D8+HF0d3dTmR9BEEQDUKjzcrkcJiYmYDabceTIEVX3Z5PJhHw+r3p+I0sA2Vw7OzuIxWKYn59HW1sbRkZG0NPTo5j1f6B13gHGyIwpLWNKzeV0OmV1HLvOjCrlq9UGJKPwvYjibtdmv98vBXhJ5z26UGCKqBpyadzF9caVYqT5ORtX+JBhbX5jsRiSyeS+NO1SY7TOVcsxtUAuY6rqO1VyhyuzIyN7OIMzpoyai42xWCwIBALw+/1YXl5GOBzG1NQU3G43gsEgWlpadM0F6DPFVBuYBiBlTbH7S2GXF0r/JgiCMA6W5cB8QvXqPCMzn9g4NTpFFEVsb28jm83ixRdfRF9fH5544gm0trZWfS49Ywj9GFnKpzRGTseJoohEIrFHx5XD6IwprV2b2TiycyAoMEXoplwat9EeAnqDRWrStI0MTGmlFrtv9X9IyK+v2ms7CIGpYiHAcRz6+vrQ19eHra0tRCIRXL58GV1dXQgEAujp6amrKaaWcYXd/KgNMUEQhHFUovN4nld9XKN1XqXzCYKAhYUFxONxpFIpcByHp59+Gna7veZr1IJR9gEHASMyzgqpldVDoY5bWFjAzZs3JR0XDAbR3d1ddu566DWt8zEtR3YOjzYUmCI0UZzGzfO8ZGRXfOMwOvNJ63wAEIlEsLq6WlGaNlujVlGlZYwRO2kHvZRP0WTKIOqVMVWKtrY2jI2NYWRkBNFoFK+99hqsVivMZrNsBxgltAgWURSrkhpeXOZHbYgJgiBqR6EtQzmdl8vlVB9fj86rRUArm81idnYW8XgcVqsVPp8PLS0tuHnzpqqgFJur2uur5jyHGSNL+Ywor2tubobZbMab3vQmRKNR6XoMBoMYGBiQ9Qs18n2xcbXSeRxHXZsfBSgwRahCLo27Vl1XtHgPqHmwi6KI9fV1xGIxKQuj0jRttXPpHWeU90AlY+RK+RrhUaH0vDKqlE8rtVyf3W7H8PAwBgcHMT8/j3v37mFmZgaCIMDv98PhcNR0jQCq5lnA5i/Vhrhwd40gCIJQB9N5bOOR3YMbqbsex3GaMrTkAmGJRAKxWAyLi4vo6OjA8ePH0dXVBY7jkEwmD6XO0zOukTE6S61WGVPFYziO26Pj5ubmEA6HMTExAZ/PB7/fvy94yjIb1VJrj6lKxhXrvMIyP7JzOLxQYIqoiIPWdaXcfDzPY3FxEbFYDNlsFh6PB8lkEoFAoOKgVKVzVWtcI+2KVfO42kSENo8po2ikjKlizGYzvF4vFhcX4XQ6sb29jYsXL8LlciEQCKC9vV1xvNaMKUDb+Si3A1e4u0ZlfgRBENpg989MJiNtCpYLSDG0BpjquXEpiiJWV1cRi8WwubmJ/v5+nD17dp+Hz6Oq8x4l9Gy4aUFvlpXZbIbP54PX68Xq6irC4TAuXLiAgYEBBAIBtLW1AWjcJjdqxxXrvHw+TzrvkEKBKUKRwjTuu3fvoqOjAx6PR9UNQGuKtx7BIjcuk8lgdnYWs7OzsNls8Hq9cLlcMJvNWFpaMmx3y6hdsZoJI5mXKE0lY5de8E+JV3EFv6oQk+nRNT9XS0tLC44fP45kMolIJIJr166hra0NwWAQfX19JY+rZT72edQa0NLSze/KlSs4cuQIenp6qMyPIAhChkKdNzk5CavVikAgoOp+rWcj0ehxPM9jdnYWsVgM+XweHo8HJ06cKNm9lo1pZJ2nZcxhfxYa+f6M0Gxy3k0cx6Gnpwc9PT1IJBIIh8O4evUqOjo6EAwGdXk+Ge0xpUXnvfzyyxgYGJDKGUnnHXwoMEXsQy6Nm0Wq1X7oG8H8fHt7G7FYDEtLS/vStPXMp8fc0si51FK+lE9mXMVRpIeBKA4mAMK+nyvOr/Brjqt/CZfRfgVahQAb19zcjOPHj+PIkSOIx+N4/fXXce/ePQQCAXi93j07bloEi9bAlJZx7D1lMhnpywsr87NYLHs6SBEEQTyKFPqEZrPZPTpPyz2+EXReOTKZDNLpNO7fv4+mpiYEAgH09/eXfa+NrvP0fBE3QlPu7Oxgbm4ODocDPp8PVqu1pvPpKZXTMk+jbEC2tLTg5MmTGBkZQSwWw507d5DP59HV1SXpn1qvUY/HlJr52Guz2aw0nuwcDgcUmCIkitO4WbkeS+PW03WlHubnoihiZWUFsVgMW1tbcLlcOHfuHJqbm2Xna+SMKaOMNCs8cOkfy7x8V+zKZEbtGcT+Y/d1fJ4HOFGdoXmVd0sa3WNKTzvg4ge3zWbD4OAggsEgFhcXEQ6Hcf/+fXi9XgQCATidTkMFnNaAFhtb3OUlm82C47g99zXaXSMI4lGB6Ty28VjsE1qLTHUl9Oi8SrXN1tYWYrEYlpeXYTab4Xa7MTw8XPG9n71O7bPPyCBTI3pFbW5uIhqNYmVlBX19fdje3sbU1JSkJ7Q0X6kUo3yftM5VyzE2mw1DQ0MIhUJ48cUXsbW1heeee07yoXI6nWWPoceyoR7eVNS1+fBAgSmiZNeVUlkFejwEjBwniiK2trZw9epV8DwPr9eLsbGxsrs0jR6YAhonxbvSm7woCOAFAaIkPCt9OOy+jhd4ZPkcTGbT3hRdpZLBGpifq+UgZEwpjTOZTFJ69Pr6OiKRCC5duoTe3l4A2gJMWoJAegNTpbq8sIxQ1s2PZVGRcCEI4rAiCAKy2Swymcye+2opnafFu8lonVcuoCWKIpaXlxGLxZBIJDAwMIAnn3wSk5OTcDqdmrIzjAhMsXnUoGV9tXresQ3haDSKRCIBt9uNp59+Gk6nE1arFZubm5iZmcGlS5fQ39+PUChU1tfSKIzymDJK55lMJjgcDrhcLrS3tyMcDuPixYvo7+9HMBhER0dHVedjn8dG0HkAdW0+qFBg6hFFLo27Fl1XjPIQSKVSUptfi8WC4eFh9PX1VXyz07JOozOmDsrumyAIu9l1ogiT2QyL1QbxQcqtGqxWOwTT7rFy2SxMJvODDiMK5ucKHlNaMTJYpGVMLVOnOzs70dnZiVQqhXA4DGC3rj8UCsHlclU0t16/gmp5FhQLF/ZljeOoDTFBEIeLQp2Xy+WkjUel+1yj6zyGXEArn89jfn4esVgMoijC6/Xi1KlT0sakHh1llGY7iKV8PM9jYWEB0WgUgiDA5/Ph9OnT+8rH2tvbcebMGezs7Ei+lu3t7QgGg+jt7a3K89fIzUSg8TKmiseZTCZ0dXWhq6tLOu8vvfQSWltbJT/RYq1kZMaUnkwrFngqhJ2nUl2byc6h8aHA1CNGuTRuJYxO8a503ObmppSm3dPTg4GBAeTzebhcLlXzGZ0xpWWMUVlW5ZAzGM/n85LRvdlkgklDm9pCODzc1RWFXZGdy2WRzqR3H5wcty9FSuncGu09oGUuLQ/1apXyKeF0OnHkyBFEIhG43W5MTk5ifHwcfr8fPp9P1jgWML71cLmx7HwVZlGxNsSF90MKUhEEcdA4aDqvGhlTqVQK8Xgcc3NzaG5uxtDQEHp7e0t+aTUyMKUWvUEmo59Z2WxW2hC22+0IhUIVbQg3NTXh2LFjGBoakvyQLBYLQqEQ3G637sCBEeehUUv5CinegGTnnfmJ3rt3b4+fKAvgarGIMNJLtHCsWeF7RnG2PNk5ND4UmHpEKEzjvnPnDjweDzo6OlTdCPSkeGvdSZMTAoIgSGnayWQSbrcbTz31FJxOJyKRCLa3tzWts9FL+bTMU4sxe14jiuAFAQLP19R0kDNxsJgsEMXd4+dzeYDb3RUxm0xSgIora5xuzEPIyIypagiWSucCgEAggGAwiOXlZYTDYUxNTcHtdiMYDO5rta13jVrFSqWBt2Lh8vrrr6O9vR1ut5v8CQiCODAIgiD5hI6Pj6Ozs1PKQqn0HlbvAJPacRsbG4jFYlhZWUFvby/OnDmjWBqm5f0ZmTGldR616H2m7ezsIBaLYX5+Hh0dHThx4gQ6OztVH7fQD2lubg7hcBgTExMIBAJlN7zkMHoDspEDU3I6yGq1IhQKIRAIYGlpCeFwGJOTk/B6vfD7/Zo2SetdyqdEsc67f/8+bDYb/H4/2Tk0GBSYOsSUKtfjOA47OzsHoutKqflyuRzm5uYQj8fBcRx8Ph8GBgb2pAsb2eWl8EZXa+8BIzOmyo/hpOtLFARwJhMsVivsNpusQb5Ysb9UmZk5DjabDTabFfyDkkGeBcVMJtlsLq00iu9TI8xVKDw4jkNfXx/6+vqwtbWFSCSCy5cvo6urC4FAAD09PdLxjc6Y0trNj+M4bG9vo7m5WfInoDI/giAaFblyvVQqhba2NkN1nlHjBEHA9vY2EokEbt68uWdjshyHsZSPYYQ+3NjYQDQaxdraGvr6+nD27NmSm1FqMZlM8Hq98Hg8WFlZwczMDKanp+HxeBAMBmtqlA4Yc+4KxzWKzjOZTHC5XHC5XNjY2EA4HMbzzz8PYLcaxeFwVDyvXi9RIzYv2fp2dnak8WTn0FhQYOoQUi6N22w2HzgPgWQyiXg8jvn5ebS1tWFkZGTPF996rdPI2n6jvQdKIYoi1tbWsLm1gXwut+v5ZLUWzGPgDf3BtWx+IGx5XgCfzyMWj+NM+hQcDkfJ9RtRltfofgVsXLV2xNra2jA2NoaRkRFEo1G89tprsNlsCAQCcLvduj2mtIwD9KWGM38Cdj8t7PJC6d8EQdQTUdxt4sB0XrFPqNE6z4iNy8KNSUEQYLFYcP78+X0+RkocxsBUrTOmRHHXSD4ajSKZTMLj8WBkZKSkxtILx3Ho7e1Fb28vNjc3EQ6HJaP0cobdxcfRMrcWjNBsRmiojo4OnDlzBslkEpcuXcLt27cxPT2NYDBYkZ+oHr9TrRlLes5Lqa7NZOdQfygwdYgoTOPmeR6iKJb8EqVVQGgVOlrnA3aFyM2bN6XdmccffxxtbW2KY4wsrysULEZkTGmhGvMIgoDFxUVEo1Fks1nYrHZYrbb9cahq38M5KHbg230NB9ODB4wgikhnMrh48SJcLhdCoRBaW1v1L6NBdreqOZfWUj4lEWC32zE8PIzBwUHMz89Lafnd3d2q11fJfHLUqpsftSEmCKKeyOm8Yv8oozOfarkhWFg2xjYmAWBmZkZVUIrNZ1RgSusYrVR7Lp7nJSN5ZmjudrtVn3OttLe34/Tp0xgZGUE4HMZLL72EtrY2hEIhRaN0KuXbO06tDmLlk9/1Xd+FxcXFiv1Ejc6MZ7pMr2l6sc7bU4VBOs9wKDB1wJFL426kritq5+N5HouLiwiHw8hms2hpacHRo0dht9trMl/huEbeSdM6j1bYjuzc3BxisRjMZjP8fj9cLhe+0fx3pYNQCsur5m295LE4DiaOw+jICI6fG0UkEsGVK1fQ1dWFYDCI7u5uwwWLEXNpzSqq5Vxms1lKy19bW8P4+Dh2dnZw69YtBAKBittD690lrGaXl8LPLLUhJgjCSAptGSrVeXJl9UrUw7Kh1DhRFLG+vo5YLIb19XX09fXhiSeekDaaVldXqzpfObQGtIzo9FztzP1sNot4PI7Z2VlVhua1wul0SobdhUbpwWBQ8oIsxojn8UHYgNSjX61WKwKBAPx+/x4/UY/Hg0AgsK+E8yBYNhSOLb5u5HQelfkZCwWmDigsaJDJZA5N15XCh6HNZkNfXx/m5+cxNDSkar56ZUwZMZeRwaz79+9jfn4eLS0tGB0d3Vs6KbdTVTa9SS1ahCeHlpYWnDhxAkeOHEE0GsXNmzfhcDiq4oVQKQdBsGjpAKi2nr+7uxuDg4OYnJyExWLBtWvX0NbWJrUpVlp7vbr5yXV5YWst1Ya4lsb/BEE8epQr11PiIHhFAfuDN2xjMh6PI5PJwO12l9yYNNpawsgSOyM8pkqtLZlMIhaLYWFhAZ2dnZoNzWuF1WrF4OAggsEg5ufnMTMzg/v378Pv98Pv92sySmc0+gakkZnxxQEfjtvrJxoOhyU/Ubbpy65bI8vxWOC92hqxWOeRnYOxUGDqgMHSuBOJBKampjA0NKS6FrbewqOY7e1txGIxLC0toaOjA8ePH0dXVxcSiQTm5+c1rVNrYKqRu7UYUTO/vb2NmZkZAEAmk5HtcGPc/VhmIqX5C35XWFo2OzuL+/fvg+d5zMzM7GmNq8RB2N3SmgZtpM+B1WrF8ePHpTbFr7/++p42xaXKA+oVmNLS5WVhYQHpdBqBQIDSvwmC0Az7IpROp3Hv3j2EQiHYbLaKAlKMem1Aqn2usHttJpOR/KOsVit8Ph9cLpfsJkE9ugAalTGlFr0ZU4WG5v39/VUzNK8VJpMJHo8HbrcbKysrCIfDmJmZkYzSjSqfPOwZU6XGtbW14dSpUxgdHZU2fe12O4LBIOx2+4HJmCqVGV+KYp23urqK9fV1DA0Nkc6rERSYOiAUp3Gz2u+RkRFNXVeMTvEuHieKIlZWVhCLxbC1tQWXy4Vz586hublZes1B2hFrVL+oSsawm200GsXW1hb6+/sBACdOnJC/tjSt3yCvhRJrY2WI+Xwei4uLUt28z+dDIBCoqJuPGg6CYNHqMaX3fdlsNmnXk5Xs3r9/H16vF4FAYE/3nXoEpioVLAwmXLa3t7G9vQ2Px0NlfgRBqKa4i7Ioipifn0cwGGx4ncfucUoZp6VIpVIAgCtXruzZmCx3zzRS52kdZ6TOUzuOnbtbt24hnU7D4/FgdHS0YsuMRoDjHhqls0ye559/Hq2traqvDa3aRqse0jLGqMz4SrRhKT/RdDoNjuOQyWRUXUf1sGxQe59iOi+ZTGJlZQWBQIB0Xo2gwFQDo5TGzT6Iaj9cQH1L+fL5PBYWFhCLxcDzPLxeL8bGxkpmrhjpBaB1XKOX8pUrk2J/i1wuJ/0tmBhWPK6qVRiL0kOK4zg4nU6cOXMG6+vrCIfDe4zSSxnraxUEWmj0Ur5qBopMJhMGBgYwMDCA9fV1RCIRXLp0CX19fVL3nUYr5atkXKkyP3bPpjI/giAKKfQJZQEp9mWH+Uhp1V25XE7TOK3zAZVpIbYZFovFsLm5CQB47LHHKvYeZPMdBH1Yb51XDM/zkm8oAPT09MDv9xtmaF4rWCbP8PAw7ty5g5WVFVy9elXyx6qFhjPaRsHIDchK11foJzo1NYWZmRlcuHABLpcLwWCwbLMqNp+RJYB6xirpPLJzqA4H+050SGFp3JlMBvl8HgD2+QoUBqbUYnR3PbazxTyLnE5nRWaKbJyW1HCjTDELdwnVjjOylK/wHOZyOczOziIej8NiscDv96O/v1/6Mp7NZqUx1VyLUXAVhs06OzvR2dmJZDKJSCSCq1evorOzE8FgcI+f1kFIu270ucqJAPa3SKVSiEQiePnll9HU1ISWlhZN86nNelKzVqVx7DNUnP6dzWalL5nUhpggCKbz2MajnE/oQfGKqkSTskz/eDyOfD4Pj8eDY8eO4fLly6qzlo0MMOkZV28jc0Ymk5E8XJ1OJ4aGhnDnzh0MDAwc+KBUIU6nEwMDA8jn8+jv78fdu3cxPj6OYDAIj8cju+lktPbSMsYonadFA3HcrrdrS0sLxsbGJE3d0dGBYDCo2EXxIGTGl5qzWOdR1+bqcHjuRoeAUl1X5HbZ2QdCa6o2C3ipHadWsGxubiIcDgPYTdk+deoU2tvbK/qwFu7AqflwH4QSQMD41sOpVEpqudza2oqjR49KpoVqkRujuLqq3qDlj6U0Talrqbm5WfI+ikajeO2112Cz2aSOL1podBGhxQtE61xsXCVzOZ1OHD16FEeOHMHs7CwmJyfB8zympqYU2xQXI4qi5qwnrZ5d5br5sQxY9jqWRUXChSAeHQRBQDabRSaT2eORInfP0VqSp2cDUmvgBigdmCoMijgcDgQCAfT39++ZS8vmXiN5pcrNVe9gVjKZRDQaxeLiIjo7OzE2NoaOjg5wHIe7d++qXttBwWQyIRQKIRAIYGFhQTJKZ13mirWEkebnbH1q0Kq9jM7OMplMUvOh4eFhqYui2WxGIBCAx+PZFwg9SJnx1LW59lBgqs7IpXEf5K4rgiBgeXkZsVgMyWQSLpcLAHD8+HFVOzNqUsOLxzX6TpoWkaMny+r27dtYWVlBb28vHnvsMcX02opuoDKvaYRbr9YHgM1mw5EjRxAKhTA3NycJmdbWVkMe7EqGk7WayyjBolYcWSwWBAIB5HI5rK2tYXV1VbFNcTEssK8W9pnUGtSSu78VCxf25ZTjqA0xQRx2CnVeLpeT7k+VfO7rpfO0bAgW65qtrS2psU13d/eeoEjxuMOo8wBjbB6K5xLFh4bm6+vr6O/v3+fhepgpPH8mkwlutxsDAwNYXV3FzMwMpqenJaN0vedEj85QQ6NvdpYaZ7PZMDQ0hFAohIWFBclP1Ofzwe/3S1mSjdzkptQ4LV2byc6hcigwVSdY2t/a2hrS6TTa2toqDkgxjC7JKycEcrmc1FWF4zj4fD4MDAyA4zjMzs5q7k6ixaSu0TOmaj1GFHfN5SORCIBdo8KnnnpKVbq8YimfhjFGwSnc+CtZn9lshs/ng9frxfLyMl5//XWk02m8/vrr+8y5q4mewJSWAJOWubT4FbBxWnf7mpqacPLkSWxtbSESiZRsU1xqPq3BJUB7l5dyc7K1FmZRpdNpLC0twe12w2azUZkfQRwSWJbk+vo6EokEOjo6DNV5WjPqAW1faNmcS0tLiMViSCQSGBgYwPnz5xWfm1o0aeE9VG0ArdE9ptRSaDuwuLiIaDSKVCoFj8eDo0ePKhpRN4JmqwXF55HjOPT09KCnp0fqPv3CCy+gp6cHoVDI0FK+Uuur1VxGNrmRm6swOMj8RC9evIj+/n4Eg0HDA1Nso8DIbn7ZbBYLCwtwuVxwOByk8xSgwJTBFKdxLy0tIZlMoru7W/WxtAgPnufxwv+6hmQyiWPHjqn6YMqJh52dnT0lYiMjI/s8egr/rWY+LeMOgvdArQQLz/OSoXk+n4fb7cbW1pbU2rRaaLuhVu8mrHSkcmurdO0cx6Gvrw+JRAKrq6vIZDK4dOkS+vv7EQqFFI1aGz1jin2OjQiCsfn0jmtra8PY2BhGRkYQjUZx69Yt2Gw2BAIBuN3uPde31vkWo0u49D+vYWhgBMOnBzWvtRKYMMnlcnjttdfQ19cnlSCSPwFBHFwEQZB8Qnmex+rqKpaWlvbookoxurteoVeUmvtZPp+HKIq4desWAMDr9eLUqVMlG9sUozVjCtBm9WCkztOC2nmYNceNGzekTeHiZ2I113fQaW1txalTpzAyMiJ5WtpsNmnzvdLzoiezzahgkRbNVquyQY7j0NXVha6uLuzs7CASieCll16CzWaDzWZTPa+edQLaM+O1dPMTBAGvvfaaZGVDdg7yUGDKAEqV67E0bqvVqkk8AOqEx+bqFr72uW/i0jeuYHNtE6Io4sVvvoIf+Jffhx/62bdX9EErTPEGgPX1dcRiMaytraGvrw+PP/54yRIxJe8BJbSOM9L8HDAuMAXIPwiz2axkaM6+rPf394PnecnjS83ayr9IboGqptKM0jS1uMfbbDacPn1aepheu3YNbW1tCIVCJU0dGz0wpbWUT48QqNYOXKk2xRMTE1J6uMPhUL3O2ak5/NEn/gwvffsG8nwOv/Tt/weDJ4L4kZ97B777h5+uOCisJ0uLlfUwfwIq8yOIgwMr3chkMvvK9diXLi2f40Y0MS8klUohHo9jbm4OoijC7XYjEAhUZdNTieKNz1rOxeZrtMz4Qu8uANImzaNeLlTp+XM4HBgdHcXQ0BBu376NpaUlXLp0qaxReuE8RpXXHYS51OiupqYmHDt2DEeOHMGtW7ewtraGixcvIhAIwOv1VhTQ1rPhCWjPjK9kbXKwbFmyc5CHAlM1hJXrKXVd0bobBlSW4j312gz+8ve+gVeffw25bEHrYA7YWN7An3z6z/HN//63+L5nvhc/9tF3wOaQNxdmH2JWrpfNZuF2u8umCrOxWoSHlvI6I0vyAH3d/NSOKZ6nMFutvb0dx48fR1dX176gnhHeCLuL1PSrqqI0j9bzwM5n4cOUmTpaLBbJKJ0JmYMSmDoIpXxy4rCwTfHq6ioikQguXLiAgYEBWK3WiuabuRvBH33iT3Hz+dsP/ABEwLT7/qbvhPE7P/9Z/NH/+z/wtme+Bz/yc/8Czmb5Ulit75EFtNhY5k/Anh/UhpggGhdWrsd0Ximf0FrrvFLoCcAAyoEpURSxubmJWCwmeVeeOXMGd+7ckcoV1c6pVUNpyWAwUudpfV9Kz/VEIoFoNIqlpSV0dXXh1KlTeOWVV9DV1aW5rP+woUanWCwW9PT0IJvNwuv1Sv6ifr8ffr9f8fuNkb5PWnSekRlTWtZotVrR3t4Oq9WKvr4+hMNhTE5Owuv1lrXO0FOOB9TOskFpzsKuzIVlfsx/iro2U2CqJhSncbMvV6UuNq2iA1AWO+vL6/jUR34XU7dmyj54tta38Zf/9a/xt3/8j3jPv30X3voTb9n3mmw2i2g0CgCIxWLw+XxwuVwVf0Br5WtVCj3eA43cla/wvWxubiIajWJlZQV9fX144okn0NraqnoNWuEMCzOVPkeKf9YqlfIpYbVaMTg4iGAwiLm5OcnUMRAIwOfz6boeDmspn5ZdpkrGFXpHMMEejUZhtVqxuLiIvr6+ku/zN977Sbx68bWyf6vVxTX82bNfw//6wv/GD7z/bXjvrzxT8nV6MqbKdfOjNsQE0VgwnZfNZqUyNrPZXNI/qlY6r9w4rXpGbiyzn4jFYkilUnC73Xu8K43M7joIVg/VLP8TRVGqUlhfX4fL5dpjaK51s/MwolV/FXohra2tYWZmBhcuXIDb7UYwGNzXdMXoLCa1+sJITcnG6TEUd7lccLlc2NjYQDgcxqVLl9Db24tgMIjOzs59a6qHl6ieDUhgb/lgsc7jeV7SkY+yzqPAVJUoLNdT03VFz06a0sN8a30b129eR4ejA6a8FUK+cA5uz3d3k9kE0SpgITGL5//x8p7A1Pb2ttRVhXnqPPbYY2UzpEqtVasY0CNYGtV7QMv5YNfY9evXkUwm4fF48PTTT8PhcCiujY2tlMpK+WReY9Tmm8I8SuvXmzFVjMlkkrJ2VlZWEA6HMT09jY6ODtXXrdEZU1p2ZYwUYoB6EdDS0oLjx4/DZDJhbW0Nd+/exb1796T08MKued+5+B00WZvRZGpGPs3uj6WvD4vDjM3cGi4994JsYEpP+2GlLi+F9xdqQ0wQ9aXQlqHeOk8JvcGwwrG5XA6zs7OYnZ2VnnkDAwP7upAaqfO0lvIZqfMA/T5ELBgYjUaRTqfh9Xpx7Ngx2Gx7qxu0ru+wokfbcByH7u5udHd3Y3t7G+FwGJcvX0ZPT8+eIEmje0xp3YA02oy8eFxHRwfOnDmDVCqFaDSKGzduoKmpCcFgEC6XS7MPXvF8WrSTnowpOc0tp/Me1TI/CkzphKVxJxKJPb4tlXZd0SMelMY6nA6IELCeXgPAocPeAYtgA5/jwWH365fZZkbelMVaeg0iv3scVnK4urqKaDSKra0taWemqakJ3/nOdwwTHoC+MjkjgkVsvloKFp7nMT8/j0gkAkEQ0NfXB7fbLduavloorc9k2E2y+ruAtRAEHMeht7cXvb292Nrawt27d7G1tYVXXnkFoVAIHR0dFc2jBS3p00aX5NWjHXBHRweOHj2KxcVFKT3c4/EgEAjAYrFAFEUkswkkkYDNbEebtR1iWoRYEJwyO8xI5LeQTqcAYN+XgUL0pJVXalJb3IY4nU7DYrFIxq0EQVQfpvOSyeSe3XYjdJ7RHlOFY5PJJOLxOObn59HW1ravsU0116pF52nduDwIGVO5XA6Li4uIxWIwmUxSl+tqNrEBDm8pX7VobW3F2NgYhoeHEYlEcOPGDTQ3NyMUCmkKbhwUL1Gt+lDruFLXtdPplDzAZmdnMTk5ifHxcfj9fvh8vrroSj1ZWmp1HsuWT6fTMJvNsNvtj0SZHwWmNFJcrvf888/j7NmzaG5uVnXR6N1JkxvrbCn0QhGxkVkHRA7tznZYRBt2hG1sZtf2jdva3MbVq1fB8zy8Xi9OnjwJm82GjeVNLG+sGS6S9GZMqZ2rkQRLNpuVjC3tdrtU++73+1XNA9RAfDTwfZEz1XdxbW1t8Hq9AHYfrC+99BJaW1sRCoVky8qA+mRMqcWozKdqjZu+E8bQyZCUHh6JRHDp0iU0O1t2X8NxAMchy2ewwi8BIoeOpg6YYcZ2bhOZdHrPca02+bLCWgqWQgp31yYmJmAymTA6OvrIp38TRLVhXwwymQzy+TxefPFFHDt2rGRZiRJ6gkRms9nQUj72hWhiYgKJREKVVYAeO4RGNiQ3cq5sNgsAuHr1KpqbmzE8PFyywUq11ncYqXZmPLDXKD0ej+PevXvSNZvP5yveKD4IXqJ6SvK0jlM6fxaLBYFAAH6/H8vLywiHw5iamkJLS4vq6h1Ae9YTG2uEN1WhzotEIkgmkxgbG3skdB4FplQil8atts0oo1Y7aY7mEuVdnIjN9AYcdgd2skmYuAcfElEELwgQeB6J7YT0BdpkMmHqtRn8xe/+NV59/jWYTCYMjPTB+x99OHJyqGprrfY49jdoZNN0pTHJZBKxWAwLCwvo6OjAiRMn0NnZiZ2dHczMzKhen1oquYZlgytG1fIprFFp+bUQLHJjzGYzjh49KgmZu3fvYnx8XLbji5Eioh7Cw6hxoijixb+5gQt/fhnJzR00tzXj+37qLfjRj7xDSg9/9fpN5HM54MH922wyARwHXshjPbUKu9WBbD6779g2u3xgSo9g0TKO3a9YFldhmR+1ISYI7RR3UQYglc/q0Xlaxur1mKp0Tp7nsbi4iHg8jlwuh66uLoyNjan64ncQNi4bRecVw/wRFxcXAQAnT55Ed3e36nUSu9Tq2cea3fj9fkxMTCAajeLChQvw+XwIBAJlPy8HwUtUa+ZTrXUlx3Ho6+tDX18ftra28Nprr2F5eRnXr19HMBhEd3d3ReuuR8aU1mAYu1+x7NxHwc6BAlMVwNK4lbqu6NnVqkW3FpvNKv+wf/CcZJ5FoiCAM5lgsVrR3NyM/v5+vPCta/jGH/4NZu5GHqaDms2YfHkG//ZH/yPOvGkM7/6Vn0DwaGXZO1rTp40s5TN6J60QURSxsbGBWCyGtbU19PX14ezZs3vMFvXMU+1SQ9kboeI8xgStql3Kp3cdVqsVoVAIgUAACwsLezq+BAKBPeVhRmUx6cl8atRMK0EQ8Ldf+Ud8/fPfwlxkARzHobnFifWldfzP3/06/voP/hZPv/0cnvk374R7wAubzQZeEB4aTj4ITrH1lsJmly/lM1qwsLEsCAU8bFlf2IaYdXshCEKeQp9QFpBi4r8aOg94+HlVOzaXy5V/ocyc5e5L2WwWs7OziMfjsFqt8Pl8iMVi6O/vN8xL1Gh9WC+dV4wo7hqaR6NRbGxsYGBgAE888QSuX7+Otra2mq+PreGwYcQGpMlkQmdnJ1ZXV3H06FGEw2FFo/TitVHGlL5xbW1t6OnpQVtbGxwOB27dugWbzYZAILCnQ3YptG4G6hmrd072HCq2cziMXZspMKVAcRo3IO8roDXzqZY7aXJrEpjBWi4Hk9kMs9W6+1DjRSxPr+Ejb/o3WF3YX+bHcQC43ZvIKxdv4ebzt3Hs7Cje8/F34cipQcW1GpnirSdjykjBwm4sKysriEQiSKVS8Hg8GB0dLSkID0RUXHGJRgWE5G/ORmZMFY8p7PiyurqKcDiM5557Dh6PB8Fg0NDyukbdEdMyThRF/NXvfwvf/O9/h/XldennHLc3FJpOpfGdr1/Chb9+Af5RL4QsB7N9N1tKYEF6ngdMFtl7h91R+osa+1JrRIp38djCOQvTv0VRlAJUhd3CDsR9hCAMguk8tvHI7nHV1nmAek3CxuoJhskFphKJBGKxGBYXF9HR0YHjx4+jq6sLHMdhbm6u4TOf2LhG9hKVG1NoaJ7JZODxeHD8+PHdzRKNG9VaOMzPAiPeG9NezCg9kUhIRund3d0IhUL7yn7rYdlwEDYutepDq9WK4eFhDA4OYn5+HuFwGBMTE/D7/fD7/SW/S2ndRNQzVs+cPM/veR/FOu+wdW2mwFQJ5NK4lT44tRIP5cYq7aRZLJaHvxcBQeDBCwLMnBngAKvVtidWIIoiZmfjQH/pC1q60EUAHMCZOdy+dQdf+M9fwn/+4/9Ydq1Gm2I2smARRRHpdBpXr14FAMnYstxuqhEZUxXd0GQzpup/Myz3gDNSsMjN39PTg56eHmxvb2NmZgYvvPCCZJCuVhQYnTHVaIGpxGYCv/9bf4BWa9uDaJTytS5CxOS9KaR2Umi2OwGOg4nbbZGez+cBUUQmk4GI3XJM5kMFyJufs8+XVsGidyetmGLhQmV+BLEXllnIbBkASJ8Luc+GVp3HjmekV1ShtmSI4m5jm1gshs3NTbhcrn2Z2Xrm1BpgMrqbX70CU/l8HnNzc5Khud/vh8vlKnkPNyoTjNhFqyYqHNPS0oKTJ09KRumvvPIKnE4nQqEQ+vv791znRpXyGanzjN645Hle0mRms1nqkM02fi9cuACXy4VgMLgnA1FvKV89NiDL6Tzg8HRtpsDUAypJ41ZCa0le4U6alsCU0kPZYnmQ8scLEAQeHLf7fmw2O3KZbMkEloyYxkpmEU3WJjSbWpHP7H9PJpsJOXMW6+lVgBORzbh1r1UOI4WOEYIlk8kgHo8jFouB4zgcPXoUvb29FddXA/pSeqs1ps7+4spUeW21DPy0trbi1KlTGBkZwf3797G2toarV69KQqaSY2hd30EQHpUIq3QqgwyfRoZPw8yZ0e7oBCfdth5ew5zJBNgEbGRWkclk9vxOeg3YJoQZ+XxOypRlPlR2Z+mMqcIvtmqphWBhFAsXnuelc/ootiEmHm0KdV4ul9vjE1pLncfmMDoLCdi9h7LOvvF4HPl8Hh6PBydOnJANtB8Eryg2n9ZsdbXoCUyl02mpkU1LS4tid0M99gtaOIzBLCPPXam/od1ux8jICAYHBzE7O4uJiQnJX7S3txeANt8nLX6bRmY+1WPjslj/FG78JhIJRCIRXL16FR0dHdL5r0ZZnVHjKhlbWGpeXOZ3EO0cHvnAVGEadzgcBsdx8Hg8FbcBZlTDe8BqlTfWlZuz1AOW1a3neR75XE7yj2LvZ/dfnJT5xOBMnJRssJPbwQ524LA40WJpg5ARYG22YC2bwFY2t7vuB2PzuXxF79NI7wGtO2m1EiyFafOdnZ3w+XxYX19Hf3+/qnkA9Q8btQ8YPRlTVZcDGr4zKy2/UT0YHA4HAoEAFhcXMTAwgHv37u0xSlfKpDN6J82ockM2X7kHair5sHMeL/JYS68gz+fR0dQJi92KfI6HYOWxnl6BmBak9chdW+KD+6LZYoFZFB/6UOV5JJMJpNNpOBx7m0uw+0ajCRZGsXARRREvvvgijh8/jubmZirzIw41LGuQbQxlMhkEAgHDdB6gb/NSqy4xmUwIh8NYXl6WnjEsc6PcWo3MfDqsGVM7OzvIZDK4evUquru7cebMGbS3t5edRwtaA2eHFSNL5eRg3eR8Ph+WlpYwMzODyclJALub1E6nU3ZstdZn9AZkIwW0WlpacOLECQwPDyMWi+HOnTswm81oa2vTfF70ZEwZEQwrzpZ/+eWXEQqF0NHRcWB03iMbmGJp3JlMRnqw7e6ia/tyoVc8aBUBhUKHdVWJxWLIZDKw2Wz7yvXKs/fBls6nkM6n0ORowvbOBjL5DEzmvR8ullWghJ6gTyN2UKlknCjuGppHo1EpCHXu3Dk0NzdjcXER6+vrJY6mPI9Wqh2Q4WQvqioHcWQOp3QqalHKZ5TIMZlMUseXhYUFhMNhTE5OKnZ80SIGDlLGVLlxmVRm389EiNjMbCBrTkOAiHw6X/yCkueMxeoF8cE55R527RNEEQIn4OLFi3C5XAgEAtKXDHYf1nJt6QlMacm0ZWtcWVmRMkjYGg6DPwFBMARBkHxCeZ6XNiJ3dnYM1Xl6xmoJaG1tbSEWi0EQBKRSKYyNjaGjo6Piz/Vhz5iqZWBKFEWsra1JhuYmkwlPPvkkmpqaVM3XqJtoh5VaViKYTCa4XC709/djYWEBN2/exKVLlzAwMIBgMIjW1taare+geEXVcpzNZsPQ0BBCoRAWFhYwMTGBTCaD8fFx+P3+igOEejYg9XpMadF5HMdhfX0dfr//QNk5PFKBqXJp3BaLRQpOqUVPdz2tY5kIyGazUpow66ricrnwB81fwebGpux4EeKeAANneuBuLofMr3MVZkwZKXS0CJZqeUwxY8tYLIZUKgWv14ujR4/uM6/TKiIaYles7jc0petU/ndaxZ4RKdSFYwqN0tfW1hQ7vhxmj6lKzn1aJjDFcRxElLacEkVR9griUOIzw+36UA0ODeINb3gDIpEIrl27hra2NgSDQTQ1NWkui2MGnlrQGtRi91RrQSZtPp9HPp+XhAuV+REHEbarXegfVazztAaX6qnzyiGKIpaXlxGLxZBIJDAwMCB9ISuXpaN1zmL0BJgO6gYkQxAELC4uIhqNIpvNwuv1wufzYXx8XFVQSmspn9Z79WEMZhn5ntRWL7S3t4PjOLzhDW9AOBzGlStX0NXVhVAoJDUfKIWRmfGNGmDSO47p6p2dHayvr2NnZwcXL15Ef38/gsGg5PMqR6NaNpQba7Va93gOFnZtbkSd90gEpgrL9ZS6rujdDdMqWLTOm8vlkEgkcPny5X1dVQDAaiv9ZWf3SxtUJrcUhLCKbvr5CloZG50aXo8U70JjS47j4Pf7MTAwIGtaZ4SROaPaIqfu5cpK2VwNcJPV+jcqXjvHPez4sr29vafjSzAYRFdXlyYRUY+SvFoFwjLptPwvRRGiWKrcGQoBTPl12u22Penh8Xgcd+/efXBMUarpV0M9BAt7VhWKksIyv1JdXgiikWGfP6bz2L2jlM7To9W0bl7q7dwsB9Md8XgcoijC6/Xi1KlTsFqtWF1dNdxwXakhj9I4o3Qem0uLJUKpNeZyOUn3WSwWaWPYbDZjc3PTsLJBoEE2LRuERijlkxsD7DVKj0ajePXVV+F0OhEMBuFyufY9c40s5RMEQbWOYeMaOTDFEEURDocDY2Nj2NnZQSQSwUsvvYTW1lYEg0H09fWVPK5eywajfa1YMk6hziss88tms5L/VCOV+R3qwFSpNG72Byp18usRXALU7aSJ4m5XlWg0is3NTZjNZqk8rBiLVe7PK3/hyX5VU7hW8/nyaz/MKd6CIGB5eRnT09NoamrC8PAwent7FT/gRpST6R2nfC6MunlpE3V6fr9vBRqDMdWep7W1FWNjY/uEjJYvAkZ7CNRyBy6TzqpfD2TOtbz1FADA0fTQW8pms2FwcBDBYBBTU1OYnp7Gc889B4/Hg0AgUPEueT0DU8Xnttif4LC1ISYOH0znZbNZ5PN5SefJ+UcdBJ1XybhUKoV4PI65uTk0NzdjaGhoXyOVenhFHQSdB2jz6iycq/D8t7S0YHR0dJ+huZGaje7LDzGqDLIawSy73Y7h4WGEQiHMzc1hcnISExMTCAaD8Hq9UoDIyMz4emRMGZ3Bz3RTU1MTjh07hiNHjiAej+PevXu4d+8eAoEAvF7vnmx2ln17kDLj2fOwkGKd12h2DocuMMXSuDOZjOquK3rTtLV8QQQqEzv5fB4LCwuIxWLgeV5qizkzM1MyKAXItzZXyjaR+1q2O+TBA73od3yFHlMHwRRTzZhEIoFoNIq1tTU0Nzfj1KlTUppuJXMZVcqndYwScm/RsAxqxaCf/LBa+ghUY55Kxjgcjj0dX+7du4ebN29icHBwj5Cp9vrYuEbbESvlMcUQxV2/qJK/KHGv2y1vNkGUCYg6mxz7fmYymdDZ2QmHw4FTp04hEong0qVL6Ovrk9LDlc611p00OdFRCcW7aMUUChfg8LQhJg4PhV2UjdR5esbqLXMTRRGbm5uIxWJYWVlBb2+voqF2PbyitOq8SrxKS82nRecB2rKLRFHE9vY2otEolpaWyp7/g6DzDmMpH2Ccl6ha5LSXxWKB3++Hz+fD4uKiZJTO/EW1lvIZnYl0ECwiSo2zWq0IhUIIBAJYWlqS/F29Xq+00ajXJ6q4aY6asXoz40shp/PqXeZ3aAJTLI17a2sLm5ub6OjoKJnGrYTFYtG1k5ZWKilRQEnssDazc3NzcDqdCIVCUprhxsaG4kPZaiv95929BLndL2eVXnQcwImlTa8rzZjS2ma5kbwHRHG34yEzthwYGEB3dzfa29vL1idXY31sDVrGVXMMx8k8DJTWZtD9rdoZU1rGGLG7xTq+TE1NIRAIYH5+fo+QUXoIGt2VT2ur40oCYSUzpspkPhV3JGVID2qZwJSjufQ5ZanvnZ2d6OzsRCqVQiQSwcsvv4ympibZ9Hw2thaio9xYLd38BEFAOp3GxsYG3G43lfkRhsJ0XiKRwOrqKrq6ulTrPL0ZU0aPZePYxmQqlYLb7cbTTz9d9ouOnsCUlkDRQcuYqhRRFJFOp7G9vY14PA63242nnnqqrGmyXnsItWO0zEPsojVAV+3zznEcXC4XXC4X1tfXMTMzg4sXL2r6jqlnA/KgBpgqged52cQNZlTvcrmwsbEhbTT29vaip6fH8HI8Nlbr+wTKa8RSdg6pVArLy8vSZreRZX4HPjBVnMbNumGcO3dO9UnUsxtW7W4tbFdseXkZPT09JbNxyq3Xai/9wWM34FLfzTi5XyjctCsRMEZ7D2gRSEpzMWNL1vHQ6/Xi+PHjsNlsuHv3bsP7AVR9fertearesE+Oan9RbuS0cEZPTw8GBwexvr6OcDgsdY4LhUIlO75ozXzSM07Lbh9Q/u+ZTZfKmNq9icl1jxQhwiTzO87EATK3Drtzf1dEYL9wcDqdOHr0KI4cOYLZ2VlMTk5KHWB8Pt8eUVSr3TAlWHmeGpgw2dnZwb1799Db20tlfoQhsLLSTCYjbUDev38fb3zjG1Vfc/Uq5dMylvkXiaKImZkZeL1eDAwMVOz/Uo+mM43uJcru05XMJwjCnoBgS0sLnnzySVUlOVrflxYoY2oXo4JMtd6AZBtdyWQSV65cwfj4OFZWVhAMBtHd3V32OI9CgElvKZ8SHR0d6OjowOjoKCKRCMbHxyEIAubm5mQ3Gmux1lplxpeC6bxsNovbt2/D5XIZXuZ3YANTcmncNptN+m+16BEs1UgPZ15FsVgMyWSy7K5MORFgkzE/B3Y7UpW+dXP7uvUBBZUvJU4r34AeU3oypgpv5vl8HrOzs4jH4zCZTPD7/ZKxZTXm0kIj7KTV/+ungvm5ws3/sAiWUuM4jkNXVxe6urqQSCT2dHwpFjJGChaWaaPFoB0oH5jKpGUC3oolnQBM+1/AcaWzQhlNTaXvxXLBJZbV5vf7sbS0hEgkgqmpKcmHqqWlRVdgSqtI0Lt7x9oNswyWg9KGmDhYFOq8wvvBQdZ5lZBMJhGPxzE/Py91YD137pxqQ2KtgbSDEtCqVeZ5LpeTdB8rsdrZ2ZE6XNVyfQwyMtdHo2o2LWOam5tht9tx5MgRJBIJ3Lx5Ew6HA6FQSDFAYnSTm8MaCHM4HBgdHUV7eztef/11xY1GpTn1dFCuZWa83LxMzwHG2jkcqMAUE8FKXVcOWpo2sHsDXV1dRSQSAcdx8Pl8Fe2KlRMdtjIZUzKLkbm5iCX/L4CK3reezCetKeV6BEsmk0EsFpOMLUdGRvYZWxaOMyIwpbWUT+sYxbWU+FJfdkxV72EKByszj1EBI6PmKfWQLe74UixkjBQs7NqrVWAqW9wlS3xYiCe7VFEs/TtO+e/maCqdMVVOdHAch/7+fvT392Nra0vqrtjV1SW17lVLPdsPFzcRYcHHwjbErNsLQaiBmbEWBqSYGC7WeVruR0w3aR1bq2wrZhMQi8Wwvr6Ovr4+PPHEE2hqasKFCxcMyxzXO86o0jWt87G/ean3l0qlEIvFMD8/j9bWVhw9elTa0Jmenlad9W9kKR9AwSyGUVlgRmbGi6IIm82G4eFhyV+UGaWXMupmYxrdjLxSywa5+YzskMdxHOx2O55++mksLy8jHA5jamoKbrcbwWBQ2kSQm1NrdjtgXGZ88dhSdg6CINS0a/OBCkx96EMfwvnz5/ETP/ETsr4C9QxMqX2Q7+zsIBaLYXV1VbrhlOvmVgh7KMvdDOwO9YGp3VI+md/LLKuSjCk9mU9GjWPn/e7du1IJpZKxZeG4Rg5M1SYtXOaYCkNEg/KslN6ukYLF6IypUrCOL8VCpqWlxbAdKnbOtZbylRuXzSh8WRDlSvkUrhOF+ZwtpTvtqRE6bW1tOHXqFEZHRxGNRrGysoLbt29jcHBQ8m2qhGpkPWmhlNiRvLnEh22IOY6DzWbTvEbi0eTjH/84Ojo68OEPf1hW57FrV8sXE/Z6LZ+BWnTl43lesgnIZrPweDw4evQo7PbdIDi7fx6UDKZGn6+Ujtra2kI0GsXy8jJ6e3vx2GOPoa2tbd84o7SXkX5Rh7GUDzh8G5CF48xms5Sts7S0tM8onVXZ6JnLaH1odMaU3tK4vr4+9PX1YWtrC5FIRNpolCuz1NNZj+M4zaWO1dSIxTqPdW2uts47UIGpjY0NLCwsKIqJRt9JK9wVW1tbQ19fH3p6etDU1IS+vj5Vc7ILVe7DaZVJLxRFcfebWYkH0u5FV2IMRCnoUGwMzAvlz3cj79yJooi1tTVEIhEAu6L3/PnzFbd7N7KUzyjxUbaUr4o7baIoQNaNWm5+hd+Vu4Ebla6tFj0p/+XWVyxkXn/9dWQyGaktbjkTVzVzFVNp5lOpcYVZOXJkM3vNz6VsKaVBovz1pjRfk4L5udoHMwsazszMwOPxIBKJYGJiQvo7lTM2rmfGlNwzuFC4aP0CTzzabG9vI5lMKhqaFwaXtAamtFyfejcvCzNustks4vE4ZmdnYbPZ4PV699kEAA8/U1rmNbrpzEGwbAAernNlZQXRaBTb29sYGBhQtM6olj1EpRyWjCnmzxqPx2G32xEKhdDV1dVw2VpGZT9VcwOyMBOb+YteunQJLpcLwWDQ0MwnNs4ofcjG1ntcW1sbxsbGMDIygmg0ilu3bsFmsyEQCOzZaNTjo1XPzPhSFAeoqh3cPlCBqZaWFiSTScXXVGMnTcvYcgKA7YrF43Gk0+k9u2L379/X3K2FrbcUdkfpshNRlOs59fD3+3+G3TIX7E+KEUURuWxOtnQQaExTzEJjy1wuB7fbjY2NDQwNDdXcR0DPQ7kRxIfcIdWtrDCEwKHCkELZl1T7/TbyTppa0cuEDOtemkql9hilF+8SF1NLryitc+VkMqYU73GQv4aVzqSzWd5jSqspvCAIcLvdGBoakkq62d8kGAzK/k0aUbAQhF5aWlqwvLyseE/TG6wxOtBTODaRSCAWi2FxcREdHR04fvx42S/qB8kryqiSPDZO7TrZxvXNmzchCAK8Xi/GxsbKaj6jM6YaQefpIZ/PY35+HtFoVPJnzefzePXVV9HU1IRQKIT+/v6arPswe4nKUWiUHolEcPXqVTidTlgsFtVzagkwaS3J06oP9ZQA6ulyJ6d9CqsT5ufnEQ6HpY1Gv9+vy0u0UTLji2H3qWp/hg9cYCqRSCi+pho7aVrHlnpAFu6KWa1W+Hy+fbtiZrMZ2WyJludlYBeDnFCyO8t35St1zNI3deVgViaVUQxM6ckQqvZOWiljS/aADIfDmgSBlnRyo7wHauFXoO1GJBb9mys6Frfv91r0hZJ5tZGlfFpr2LWgRUQ4HA6cPHlyj5Dp7OxEMBiU9VPTkzGlZVwl5zCT2X/v5LDrgyY7pyjKR6BkxnAcJ3uP05oazq5Hlh7e09ODnp4eJBIJRCIRvPjii2hra0MwGERfX9+e91Ov4FKlvgWVZLsRRDGtra2YmZlRfA3HcXWxbSj02VBzfxfF3fbb6+vrWFlZgcvlwrlz59Dc3FzReD2BIq0BuMOWMVWo+0RRxMDAAAKBQMV/R732C2ruhY2i87TAvvPE43E4nU7JosRkMsFqtSIUCiEej+PevXuYmJhAKBSCx+Opuk+NFk2ktQxN7RitWUyVjGtubsbx48dx5MgR3Lp1C6urq3jhhRcQCoUwMDBQ0XvUcy6M3LjUMo6N1VpWV24+s9kMr9cLj8cjbTQyj8B0Oq16zkbMjGfUIlsKOICBqcXFRcXX6NlJ0zO2WOgkEglEo1EsLS2V3RXTk26tJAQcChlTit/4S5XysddzXMmx6Z00Wjv2t6VnNMIOnJKxJaDdy+FRLOWT/1ZfKttOhMALD7zIKinZexigyuayEDgeZpNpT8BA6e2UM2Zv1F0xrbtUgD4RVihkotEoXnvtNdhsNgSDQbjd7j0PYq0eAlqCFJVnTBUFptitSjFACfkAlMwYi8IDXuvOFLvvF4uHlpYWnDhxAsPDw4jH47h7965Udun1emGxWDTv+gH6TDH17MIRRDkqyYwH6tNdT21ZBs/zmJ+fRzweRyaTgdVqxfnz5yvq4lSN9ZpMJtWG3WzcQcm0Kjcf031zc3Nob2/HsWPHcOfOHXR3d6u6f+oNTDUi1dw4KDzPHR0dOHnyJDo7O/fNYbFYEAwG4ff7MT8/j+npaUxOTiIYDMLn81Xl2XJYvUTVXK82m026xnt7ezE9PS0Zpft8PsUMwUa0bKjWfGxsrcvqijcan3/+edy6dQvRaBTBYLBiP+lG34CsBQdKXba2tmJqakrxNXp20ligR88O0/LyMuLxODY3NyveFdNjqKk01iYXmFLIfeI4ruTvRVF8+EWvxPB0Wjnjqx47aWxcJcaWbAygLYhjtKeQGmoRzKrkmKK4211JFASYTGaYLWYgq2YtHCxmC1K57O4N1mSCiXUDUxzWGBlTRpT/6clGKh5js9lw5MgRhEIhzM3NYWZmBvfv398jZLQKFq1lbhUFpvZ98doNfiqLHVE2cCU3xmKVf1zqMdME5Duu2Gw2DA4OIhgMYmFhAZFIBJOTk/B6vVKnMi3wPK/6y3HhWGbMTBDVprW1Fdvb22VfZzabNXXsZWO16jygfHA2nU4jHo9jbm4ODocDgUAAoihifn5e0+fuoJTyNZI31ebmptRcgnU4bG1tleYzSucBxmjKemVMsexe1jCo8DwrYTKZ4PF44Ha7sby8jOnpaUxNTcHn8yEYDOp+xhgVMGqUUj65MWazGT6fD16vF8vLy5iZmcHU1BS8Xi+CwWBJTzU9lg1G6UN2/za6lE/LOOZX/PTTT2NpaQl37tyB2WxGIBCAx+NRfJY0umVDLTLjD1xgqtY7aVrG5vN5KZNrfHwcXq8XJ06cqFiA6PUtkM2YkmltDkA28wmAbMYUJ2N+DuyW8pVbp1EeAsDuhyWZTOLGjRsVGVvqWafRGVONkK6t8H1faicqCgJMZjMsVhvAAWJWww61yQSb1QrhQZCLz2ZhMpshKAbNyq3dGCGhFj0GqVqymOTGKAkZLQ/mWhtUZrN7A1MisOuHx8lnTYkAUHxopfI+AOYy4kGr0KnkwW4ymeB2uzEwMICNjQ2Ew2EsLS3BbrdjfX0dHR0dqq4dvd4DlZYgUSkfoZbW1lbs7OyUfV09SvnK+VNtbW0hFothaWkJ3d3dGBsbkz6by8vLNdF5jTbOSF1TPE4URcnQPJFIwO124+mnn97XSMIozXZQNju1zLOxsYFoNIr19XUMDAzgySefrLhhUCEc97DD2fr6Oqanp3HhwgV4PB4Eg8GKnzX1oJE8psqNKTzPTEMUelkWdh83UovqNVo/CN382L3U4XBgaGgIoVAICwsLCIfDuH//Pnw+H/x+f8nvp/XKeqpnZvyBCkw1NzeX9ZgCjNtJK94VA4CzZ8+W7aZUas5qtyAGoLjjoJQtUNL8HCJEhW9tmR3l2lk9O2lqHrY8z2NhYQFLS0sQBAHBYLAiY8vCdTZ6YKohxpT4vSAIyApZ8HkeJrNJCkjphuNgKihb5XkeOzs7yOd2b7rFpXvV9irQglGCpRqlfHKUEjKCIODevXsYHh7eI2T0zlUKvebnihFK2RgUJzvMWoOMKbXjOI6TTE7v3r2LtbU1vPzyy2hqakIwGITL5aq4xIjMz4lGRI3OMzowxcYWahlRFLG8vIxYLIZEIoGBgYGSXX1rpfPUrFXNfAdpHNN9sVgM+XwePp8Pp06dktV9WuYzOjClFqOyfVZWVhCJRLCzswOPx4Njx45pzr4tprOzE0888QS2t7cxMzOD559/Hv39/QiFQhXrDbZOtRip2YwKTMnZQ3R0dODMmTPY2dlBOBzGtWvX0N7ejlAohJ6engORMaV1HBurNcNdy7VenBlfaqPx4sWL6O/vRzAYREdHx56x9ciMz+fzqmMZ1eJABaba2toaQrBsbm4iFotJqatjY2Nob2+XDM7UUruMKfmLikPpkj1Arivfri+V3C2n3qV82WxWMra02Wxoa2uD0+lEMBisyXyFaM2yAvQFI+o5pnDNAs+Df3DObFYbTLYqBoY4bk8Gn8lkgslkQlNTE3YSO8jlsuAelDSxh5RJwWPqsAkWrYEptX5WTMj83d/9Hex2O65du4a2tjaEQqGytfK1blmcy8lvQiiV8hVnTD1sCSFTymeRD27XostLOTiOQ3d3t+RDdf/+fYyPj8Pv98Pn8ykKklrvwjWqpwrR+DCdV+5+WK/AFNNr+Xwec3Nzkpl2JcGQg5QxpXXjTBAETWbfWtYpCAISiQQuX74stWjv7++vaNNF7fvTo/O00Ag6j8E6WEejUeTzefj9frjd7pplVLS2tuLUqVMYHh6WAicdHR0YHBws28GSYVSWu1FjtOpDpc9CU1OT5C8ai8Ukf9F8Pq96nXq8omqpD6s5Vk9Aq9S5Kdxo3NnZQSQSwUsvvYTW1lap4U0jm58zHulSvubmZiSTyboIFuYfFYvFkEwmS5aGGb2rVW6so1khY0rm/Cl5TCkZBmdrFJgqJwZ2dnYkQ/P29nbJZH56elpT1lw9UrzVCjgjxZEcori7SynwAsBBCgyZzWbkeW3ZijIzlfypyWSCxWqBKO5+XvO5nBSgKkcjl+U1UsaU3FzDw8MYHR1FLBbDnTt3JDNTt9td8vzXekcsly2dMaV0Tnar9kr9Xn6M1VYbjymtwkEQBFitVun8BwIBLC0tIRwOY3p6Gm63G4FAAC0tLfvGGpHiTWV8hBaYzitHvQJTHMchGo1ibW0Nzc3NGBoakrqOlZuzFjpPiXp05QPUP8vUBn2Y7pubm4PFYlFsLlSKw1jKV4v7LQu+xmIxmM1m+P3+irNyq4HT6cSxY8cwNDSESCSCV199FU6nE4ODg1In7VIYtQEJGKO99MxVyRibzYahoSEEg0HMz8/j9u3beOWVVyST+koqTmqdGV/NcVrXqnUDkq1V6W/R1NSEY8eO4ciRI5idncX4+Dju3buH5uZmzX5rBzUz/kAFpuqRMZXL5aRdMY7j4PV6ZXcKjBYP5cbKdeUDlA3LlDKm5MgYnDGlZGypNK6S+RpZRGgdV631pdPpB4JwftdY0WIuulEblClREJCxWCwQzWYID3axr157ESfHTlRNQBmZ1WZkYErLzhaw+1lmQoYZpbNaeWaUXpitU/PAVJH5uSg+MDZXfHuljPSgOEZJnBltpsnGFqZacxyH/v5+9Pf3Y2trC+FwGJcvX0ZXVxeCweCeDqRGCRYKThFqacSMKVEUpUz5TCaDbDaLM2fOqCovqpXOKzdOT6aVlgAToP6eX6leK9Z9Pp8PyWQS3d3dFc/F5mv0wJQWqjVPNptFLBbD7OwsmpqaMDIygp6enrrdz202G4aHhxEKhRCPx3Hv3j1MTEwgFArJboipxejNRC1jtHa8qxSz2Qyv14u7d+/iyJEjWFxcxPT0NLxeLwKBgKKHWD0CTFrHAfINZ8qNrfUGpNVqlQKCS0tLeP3117G2tgar1Vr2b1BqXj1eovXKjD9QgSkj2giz4BLbkVlYWEBLSwuGh4fLlqzUI2NKSXg4m+WNvmW/uHGQjS1w3IObQImLMZuuvfl5pcaWu2vV5uFkpPk5YEwqcDVETjKZRCQSkUxd+/v7St7wqn2bkj1e0VviOA5miwVmUYTf78fk5KQkXLxer3SDNdIToFHL/wBt6dOlgmAmkwlerxcejwcrKyuYmZnB9PS0ZFza1NSka42VCI98qVI+dnuTnZbb500GKPeEsNrkA1NGeUwVoiR22tracOrUKYyOjiIajeLmzZuw2+0IBAJwu92GdWshCLW0traC53mk02lFEW6xWKrmEyWHIAhYWlpCLBZDKpWC2+1GS0sLvF6vqqBU4Zxa7of1KOUDtGU+sXFq55MbU6z7PB6PpPtmZ2cr2qxWM58cenxBD4rOS6VSiEajmJ+fR0dHxx7z/kaAZQf7/X7Mz89LnYODwaDUOZjRyJnxRvk3iaKo+Tnf09ODQCCAzc1NzMzM4NKlS4p+X7Xuvlyt+Qo3WNVipGWDyWSCy+XC6uoqeJ5HNpvFpUuX0Nvbi2AwiM7OzrLXgxGlfFrKN8txoAJTra2tNd1JE0UR+Xwes7OzmJycRF9fHx577DG0tbVVNF5Pp5daCCylrnwcJ1PIovEhmskoZ0yx42oROoIgIB6PIxaLQRAE+Hw+nD59WvFDoydDq5EDU0aJHMbm5iYikQjW1tbQ398vdV75jv0FmYk0TSOPQmCh9I85+Hw+jB4dwcLCAmZmZjA5OYlAIAC/31/lxcljVJBJa32+3oypYjiOQ29vL3p7e7G5uYlwOIxLly6hr68PbW1thmZMFSxKPshe4mcPS5hLD6pVxlQtA0R2ux3Dw8MYHBzE/Pw8wuEwJiYmdstwNW6G5PP5unVrIQ4/LPM5kUgoBqbMZjOyWWXdoTRWSXPlcjnJs5J1KXW5XLBYLHjllVc06zxAWzC6HibmgLbMJzZODaW8qZiheTQaldV9tfYuLR5jVGDKaJ23vb2NSCSC5eXlkhUIjYbJZILH44Hb7ZY6B09PT8Pn8yEQCDT8BqRajMyMB/bqyvb2dskoPRKJyPqLGu0VpXUcu3cb7TGlJzOelYyPjo4iEonglVdegdPpRCAQwMDAgOyxqZTPAFpbWyEIAlKplGILUbU7aTzPY3FxEfF4HMlkEq2trXjDG96guq5Tq3ioVbcWxYwpTi5jipOv2OPkE6oq8ZgC1H2ws9ks5ubmpHLKUCiEvr6+ij7gekSEUYIFaEzvAVEUIQgCxsfHkU6n4fF4MDo6uufzUCrbpFHguN33PDAwIO04zMzMYGZmBna7XXVL40Yv5dMamKrVrl17eztOnz6NkZERRCIRTE1NwWQyYXFxEX19fRWvt1Khw+dL3//KZUzJ/VyuKUQtMqaMEg4sRd/j8WB1dRXXr1/HjRs3MDAwgGAwWPHmiyiKlDFF1BSHwwGz2YxEIoG+vj7Z1+k1MC8V0E4mk4jH45ifn0dbWxtGR0f3lTDp0XmAtntFvbyitDSC0TNOFEXkcjnE43HMzs7Cbrcr6r6DECwCGlfn8TyPcDiMnZ2dkr65jQ7HPewcvL6+jpmZGVy8eBFOpxOdnZ01n7/RvUT1ZMYXf94KPZBK+YseJI+pcn5PcujxmNKj89icDocDo6OjGBoawtzcHKampjAxMSHb8KbWTW6A2ui8AxWYYiauiURCMTBV6U5aYSc3q9UKn8+HRCIBjuM0mY3pEQ8sGKD2olcSHk2KpXxKPy/9QORE+ZGVeEwBlX1Ak8mkVEbZ2toKk8mEc+fOqc60amTB0ojeA4IgYHFxEdFoFLlcDj09PXj88cdLZorU/yun/Psp/AxxHIeenh709PRgc3MTN27cwMzMDNLpNEKhUM12BY0ULFoflLUWR06nE0ePHoXT6UQkEsHdu3cxPj6OYDAIj8dT9j6gP2MKgKjuPXKA7KVltyt3uauHx5Ra0cFxnOTHcvbsWSwsLODq1atob2+XusAo/X1Z1itlTBG1wmQyobm5uWyJVrU8pkRRxPr6OmKxGNbX18tmjOjReYD6oA0bK3ufKzNOa0YRoH2tWgNT4+PjWFxcREdHB06cOFG2XKXRdZ6ecVqoZB5RFLG8vIxoNIqdnR309PTgzJkzmtvKNwqsu9n29jZeffVVzM7OIpfLYXBwsKKy24OQZWVk2aDcOKvVisHBQQSDwT3+olo9yPRkPhkZ0GJj69HkpnisxWKRglHLy8vSBrDb7UYwGJRiJUY0uakFB0pdOhwOWCyWsj5T5QRLIpFALBaTHoCFHT2mp6eRySj7JWmdV2kcoO0Do7R752xR2PmQmYdT8JiCgqFwrkwpXznvAWYuyrrd9PX14ezZszCZTHjxxRdV3/C0ZD6xdTZyYErLmErqkOfm5hCNRmEymeD3+xEOh+FyuWTLl+SOKZdtsjuo1HF2O/yxw+17a5WaTFWwtvb2dnR0dKC5uRnZbBZXrlxBd3c3BgcHFXfXDqPHlJ6yQS3+KE1NTXj88celcjJmlO73+2UFceUeU0X3XGZ+vvsf+weU+fxoyZjSKjxq5TFVbk5gNwO5u7sbw8PDiMfjUuDQ7/fD6/WWFCWs02klppiUMUVopaWlpeaBqcKOY9lsFh6PB0ePHi27Kal1Xo7jDM980prdxdZaaw3FdF8kEgGwe087e/ZsyU6icutsZJ2ndVwtMqYEQZBKI3meh8/ngyiK6O/vr2lQiudziE39GZZiX4PF1oHA8Acx4P9nNZuvtbUVXV1d6OrqgslkwrVr19De3o7BwcE9DUCqgZbrwYhNwcJxtZqr2F90fHwcyWQSd+/elfxFK6EepXzVyF4yYhygHFwqzBjc3t7e1/BGa2Cq3pnxByowpWcnTRRFrK6uIhaLYXNzEy6Xq+QDsBrG6WphF6yWCKWS0DGZTLLvR77CpcIHYlEHq6xMy/aHhy29AycIgmRsubOzs69sLJ1Oa/KmOugioppzAaUfoNlsVkqZdzgcewz+o9Go8jwy66/0XTH7H1EUIXIF63vgfaZng7FcxofNZsPIyAiOHDmCSCSCl19+GS0tLRgcHCzb4KBSjMyYMqqUT2+qdqEvBCuvLDRKL86CrXQ+Pl/C/ByA3NUoikBJhz1x96Ymd93bHKXFO7s/NaLHlNw44GFwyWazSTugCwsLiEQimJychNfrhd/v3yMw9fgzEESlVNLoRqtWy2azWFtbw/r6OjKZDLxeL1wul6qy2FpYL5SbU09Ay0jD9UqCRYVZO8lkUnomjIyMqAqSNLrOY+O0jKmWzmO+ubFYDBaLBYFAAP39/TCZTFheXq5ZNlc+l0R44o+wOvdNCMIWAEDIL+P+zY9j5p4XnsGfgX/ox2q2gWG1WjEyMoKhoSGpAYjT6UQoFJLefyGHMWNKSxBMrdE68xfleR6Tk5PI5XKSv2goFEJHR0fZ+YwsjzsMGVOlaG1txdjYGEZGRhCNRnHr1i0IgoDl5WU0NTWpmp89MyhjqkJaWlqwvb2t+JrCh3g+n8fCwgJisRh4nofX68WJEydkH35GtiBmsHrXWqR4WywKayqVwaIwFweuIB6xNzKVzZQPTBW+x3w+j/n5ecRiMQCAz+fDwMDAvg9CYWaR2lK+RjbFNLKUr3hMKpVCLBbD3Nwc2tvbK0qZr3wdCplMYBlSonzgSXyQr8KVNud/eDD581bO/4qtndVrDw4OSjXzVqsVoVBoj6FgIweZqmFuqWZMNXa2Cssrt7e3MTMzgxdeeAE9PT2SkGGfw4oypooCU4UVx6Wus91zVuLnD4bJfSbtMoEpPe2HjS7lAx6er+J5TSYT3G43BgYGsLGxscfAPhgMoqOjQzI+L3ftaMmsIwhg99qpRcZUIpFANBrF0tISmpqa4HA48OSTT6q+Tlm2lRbqaWKuxdeq2mvleR7z8/PSxpfP54Pb7YbZbJaa26idq9G9RI3auCwek81mEYvFMDs7i6amppJ+abUgk17HzOufx8byP0IUUyVfk8/EEXn9k4hP/iFcgZ9EcOTdMJvlM5LVUni+bTYbjhw5glAohHg8jomJCaljcyWWAuVoZJ2nJ2NKSwmg1Wrd4y/60ksvlTRKLx5ndMaUHs1VD48pNWNZw5tAIIBvf/vbmJ2dxczMDPx+P/x+f0U2RcWbl3LUKjP+QAWmmGCpZCctl8thcnISc3NzcDgcCAaDJaPkpcbqMdQ0emw58WA2WwDsL7PjWMpK0TW1m71S+ljcg8gCq/YrHFqulI+tNZ1OY35+HrOzs3A6nRgaGkJvb6/s36VcCaAcB2UnzYhSPjaGCfPFxUX09vbi8ccflzU9Lv/FU/US0NnTgfRCeje7rsx7MJk4OJwO2OxW5FKlri1l3wk1sJr5QCAgGQqyFsRer9ewsiSjDNO1jqvFXK2trTh16pQkZF5++WU0NzcjFAqB5/mKds8VA+8lzqkolrjx7fv9fmwyD3S9XV6Uuv0pobcToNzfhOM4ya9jZ2cH0WhU+rso3asJolpUGpgqFyAqlSl/7tw5pNNpTE5OarqfNaLOUxoHaPtipGeztHgcy86Ox+NwOBwYHBzcZ2iuVXs1cvdlPeO0jmH37IWFBXR2duLUqVNob28vea3XRNeIAkRRgJIP6MP1ChDFPABtGYhKFL83s9mMQCAAn8+HhYUFTE9P7+nY3MibiVqDMHo8pvSskfmLDg0NSZu+ZrMZoVBICkSXGqd1PiPGsbGN3OSmFE8//TQ2NjYQiURw4cIFuFyusg1v5DYvjeJABaaA8oJlc3MT8XgciUQCTqcTY2Nj0g58JdQjY4qN1eohoDSnxSJTmyr9T9HPOfmuVLtBqdLnsVwpXzKZhCAIuHnzJrq6uir+uxSWAKr5cB5WU0wtY3iel0olXS4Xzp8/X1H9t9I8WgSNxWpBc2szmgQRqZ0UspnsvjnMFjMcTseu0fRuJFT1POVK+eR+z9qCe71eLC4uYnp6Wuoop3aH3CgjcyNL+WopBAq7jcTjcdy7dw+5XA6dnZ1Slo4c+7ryiQ+98kpewXs8qEr8Wub+V6uMKYfDoXqcKO42y9CSaq2mZLypqQlHjx7FkSNHEI/HMTMzg1wuh+npaXi9XtnAoVFmv8ThRG/GFMvMicfjyOfz+zLlc7mcrqynRtN5cugxXNeT3cU+/4WNbDo7OxV1n1bT9EbWXgwj5mLVIVNTU5JHayVeXdW+V9ud3Tj2+K8hl/3/YWb8v2Nt4W8gCns/yxbbANyD74Z/6CcM//JbmBm8srKC6elpTE9Pw2azVWSSXkgjB7MA7X5WWjKeS81VaJQ+Pz+PmZkZ3L9/X8resdlsdQlMaS0B1GPZUK/MeLPZLFUoJBIJRCIRvPjii1LDm1KZbOU2Lxm1yow/FIEpVkcZi8WQTCbR1dUFm82GsbEx1cfX4x/AMrW0UKudNIvsbrzcbrnSbOwi3P+iXInAlCiK2NjYQDQaxfr6OjiOw9GjR+FyuZQm2YNWYaVnt6/RBUulx2XeXYlEAt3d3Th9+rSmbpOl1yEzr8IuGfsNZ+LQ1NIEZ7MT6Z008jkenImDs8kBm0Lns5IHK7k2fTdKjuPgcrnQ39+PtbU13LhxA3fv3sXW1hZCoVBF7ZSN3Elr9IwpNQKCtR/2+/24du0atre3ceHCBcU05LzifbNExhRQ+vbHPKYEucCUfMaU1ge0Xp8oo3yt2N/F4XBgfHwcy8vLmJychMfjQSAQ2PcFiEr5CD1o9ZhKp9OIx+NSpnyhn07xWD06z2iPqXp019OTjbS9vY3Z2Vmsra2hv7+/oiCJ1vK6Rtd5tSzlE8XdjpKRSATr6+tob2/HU089VZFGqTVWWwtGxn4e/PGPIHL/j7Ec/1+wWtvhG34f3IHvr+nzoZLzzbyRent7sbGxgRs3bmBychI7OzsIhUI1C+o1updoLQJFcv6iXq8X+XxeU9Z4PQJagLYNyHo0uSkVXGppacGJEyekhjcsky0QCMDj8UgblvXsyAcc8MBULpfD3Nwc4vE4OI6D1+uF2+1GKpXCK6+8oun4By1jqpxgsVpl/sQsZapUVYvMzVaKSZW4PxYGpgRBwNLSEmKxGFKplNTt5uWXX1YdGNHjxWSkiDAqnRxQPheCIGBxcRHRaBS5XA4+nw8ct9u5Qc25L/8Q3P97q90C0SQCPGDiLMhninaki5bNcRyczU60tDYjmdiRmUfcN8ZiN2Mnm4TFYYGQFfad+3IZU5XCcRy6u7vR3NyMgYEBbG5u4uLFi3C5XBgcHJRtJ87mOWw7aVqDYFrGmUwm2O129Pf3o62tDeFwGBcuXNjXDhfYX8onQgTHyZcAiwoZU6KokDHlLP350Ss6tAaXAGjOmNJjxOlwOHD+/Hmpm1ZhF5ju7m5NxyWIQlpbWyvKmGKZg6zT8tLSErq7u8tmZNfLssFojymO09ddT8041shmZ2cH4XAYPp9vTyObSuYzUuc1sscUoKxVmHl8JBJBKpWSuqi2tbWpCkppeZ4vxr+D+PSXwOcT6Pe9C76hdyk+w8xmOwaPfhCDRz9YsbF9NruFqTufx8r836O57TiGjn8U7V1HVa1TzXvr6OhAW1sbOjo6kEqlcPnyZfT29lZk3t3IOq/RgmAc99BfdGtrC+FwGHNzc2hqaoLL5VLsjl2M0R5TlfouyY3V0vlSFCvvjldqTjl9WNzwhnXK9vl88Pv9FXfzq1Vm/IEMTE1PT+NDH/oQRFHERz/6UQwPD6Onp0e62OoVXKqH90DZUj7FSPT+i0rJOHqP+bnI6mV2YanxrP0yx3Hw+/0YGBiQLnAtAontvGtJ8W5k83Ot4+TGFJ57s9kMv98Pl8sFk8mEtbW16nscFFwmVocFeT6HncxOwXnPwma1wmKyIlccoFI6mAwmEwezzYxUJoVsWoADDqTTaQAcnA4nxLwIPl/Z303Lg5r5Hu3s7GBmZgZXrlxBd3c3QqFQSeN4I7u1GOU9YORcwMOAT3d3N7q7u/e0w2XnvqWlReE6Le0lJWcxxX4siKUDaXKlfEZ0XCk1J6Dti4We9RYKlvb2dskfLBaL4ebNm7Db7VKWSi1bkBOHm0q6L7N7yo0bN5BMJjEwMFBxmToLEGm5T9dDI+qds5aBqeJGNna7HX6/Hx6PR9V8WnVevbWXkXPxPI+FhQVEo1EIggC/3y959ty5c6dmXlaiKCI+83UsRP4U+eyc9PO56d/DQuSr6PX8KAIj74HZLB+ErORzlkotY/K1z2F9+Z8AIQ0ASKxfwc0XrsLZOobQsY+gp/9cVd5TqTF2ux1HjhzB8PAwwuGwZN49ODhY0jj+sG5AGpGJ1NbWhlOnTkEQBKRSKVy/fh2tra0IhULo6+sru26twZ6DpLn02kSUG1eq4c3FixcrLml95Ev5RFHEc889h8uXL2N2dhZve9vb8PM///N44okn9r22cCdN7QesHrthesZqzpgCAOz6SRVnD8jd1B80LJX+P1fwi/W1DVy+fBlNTU0YHh4uWbeqVUQchLTres1VaCrqdDpLnns9pYay6zBxsDosyOaz2Ek/zHbas7ZcDlnkYLVYYLXYtNhFwWQ2weIwI5VOAelS70FE6sH8DrsTnFD9m2The2pqasKJEydw5MgRRCIR3LhxA83NzZKZq56btB4/ALUYacCp1eC7eD7WDnd4eBjRaBSvvPIKRP7BA9hkKllfWrIsTyFjioO88HA4S3tB1cM/gIkrLX/7SnfDSlFqF87hcGB4eBiDg4OYm5tDJBLB2toazp49q2kOgmhpacHKykrJ37FNmHg8DgDo7OzE6dOnVd1j2OdVS8lCI+q8esyZyWQQj8f3NbK5deuWpvuSVp13GM3Pi89fPp/H7OwsYrEYrFZryWZOtdB5PJ9DdPJ/YDn+NfD51ZKvEfgNLEa/hKX4X6DL9S8QGv0grLbyZXCFJLYimLzzWWytvgCIpexQRKS2b+HutY/C1nQEgeEPYsD/VsVj6tkYdDgcknl3NBrFa6+9BrvdjlAoJG34Ao0fmDLSt1RrRr3JZJI80eLxOF5//XWMj48jGAwqdk2slzeV1sBUPbK0Kh3HcXsb3ty9excbGxu4cuWKbOM4URQbI2PqV3/1V3H58mUEg0F88YtflITAN7/5Tfzmb/4mrFYrnnjiCXzmM5+p2gIzmQz+9E//FM8++yxisRgGBwfxxje+EV/4whdkx7A/hpaL4aDtpJUNTNnkxRr3wCB478/kDac57P3ux9IMRUFANpNR7P7Bjm1UFtNB2UnTSiqVQjQaxfz8PDo6OnDy5MmSmTta5yk35sc/9MPY2NrAP33r22VNZK12G77vh/8Zpm9FsL6xrmodP/aBH8bVi1dx5+ZduQpTiT53L97zf/204muqlclkt9sxMjKCwcFBxGIx3L17V2pB7Ha7Dc2YMkpEGOExVck4h8MhnftbN26D53npIWwufL0oU8oHUTZIykF+nY4alfIdpC4vSmNZ8wCPx6PZa5EggN0gdLHHVCqVQiwWw/z8PJqbm3HkyBHcvXsXLpdLdeC7UCOqDUwdpK58esbKjUsmk1J331KG5kaVDrIx7AuSmmeTHp2nZS4tiKKITCaDWCyG2dlZtLS04OjRo+ju7q5alkK54wh8BrnsOoQH2UvKC84hn90An99RHZjKZbeQz20DKP/Z4PMJZNLLmvWIHKWuB6vViqGhIQSDQczOzuL+/fv7OjZrmecwbkDqyYw3mUywWq0IhUIIBAJYWFjYY5QeCAT2ZUfpyXwy2sBcb5aWUV6iwO7me19fHwRBQF9fHyYmJjA+Po5AIACv16u5i7QaKn4i37x5E7Ozs7h06RL+03/6T/jLv/xLPPPMMwCA06dP44UXXoDFYsEzzzyD69evV2239Hu/93uxtraGX/iFX8B73vMefOITn8D09LTimELRcVAEi55uLcoZU6Xfv+ztVOkexj18Ac/zgCjCZDLDbLXC4XCWrcXWI1iM2klr9OwsnucxOzuLe/fuobe3F0888YSi1xGj2ineXb1d+JVP/Gv837/2c/jSZ76Kv/na3yOxvbf0or2jDe/4yR/Aez76DJqanfjX7/pV1Ws4OjaCD/7ie3H31Xv4/G/9Ia5fvgFBKPyMcRg+dgTv//n34nu+/7tVH78SlM6DxWKRHqZzc3OYmZnB5OSklLGpdp5G3knTI1hqEdCyWCzo7e6BzWqFIAjgeQF8Pr8nel7KL2q3Clmmlk8BOY8pvYLFSNGhd2wl2VYcxxkiXojDCzM/FwQBr7/+uuRf1NvbizNnzkilBhMTE5oDPRzHGV5WVyudp4SeYBh79oni3kY2/f39OHfuHJqbm/eNMzqLia1PzTNGS6ddrXNp1XlLS0uYmZlBV1cXTp8+XZHXUbV13q6B+S+AP/4RhMe/gpW5/wWB39w7r6kZnf1vR+joh2CzybegV6KzZwxnv/v3sb05jck7n8P22mVA3Pv3sToC8B15HzzBHyh7/rVmcih50vn9/j0dmycnJ2G1WlV/tho9MFXvDcjC8rLV1VWEw2E899xz8Hg8CAaD0j1Hj+fpQTYwr/WcbKzNZkMwGEQgEMDi4iLC4bDU8CYYDMLpdNa/lO/y5cv4vu/7PgDA29/+dnzpS1+SAlN+v196nc1mq2r7zz/7sz+Dx+ORjllJG2GO4zSLBz2BqXplTCmNk+1ypnDjlrvMhDyPbC6zWwpjMsFisUovzufKP+QPiu9To3lMFYrC7e1tdHR0VOylweapFc2tzfjY//MRfOiX3oc//fxf4K//xzdhtpjxzvf+KH7iAz9atS+ox88cxWf+5NOITsXw3z71B7hx9VUMHx/Gz/3SB3D2jY9XZQ4lyp1Dk8kEr9cLj8eDpaUl3Lx5E7dv30YikZDtJldMo3sP1EOwlJsvm84BHAeT2bx7fxFF5HM58Pk8stksTKUyoGTex25Zs3x8qqm5tKnsQcyY0tpxRctmD0Goxel0YnJyEk8++SQ2NzfxrW99C08//TQcjr3ltPXwE61nkEirPYXWTbp8Pi81UylsZKP0PDMyY6owWKR2nJFzVTpma2sLkUgEq6uraGlpqaiboR4qfZ6bzQ4MHf85hI5+ENGpP8NS9C8giln0uH8YgZH3wmKpThfA1vZBPPaG38ZOcgFTt/8r1le+A7szgMDIh+DyvkXVsWqhb0wmEwYGBuByubCysoKbN2/i/v37SKfT0pf1SuZphE55jTCX0jiOe2iUvr29jZmZGbzwwgvo6elBKBTSZYNg5PsD6qPz9Fg2FI7luN0u5S6XC5ubmwiHw7h06RJ6e3ulMr9qU7E6XV9fx8DAAIBd09O1tbV9r3nppZewtLSExx+v3hdFn8+3578raSMMaBcdenfSGs0HwGYv/ScWmUtUkYn5Lnv/W+B58IIAs8kCi8UCPv/gA1rwskp2n/R4TB3GUj6gfOeVlZUVRCIR7OzswOPxSOmVlQalKpmnFOG7UfzpJ7+O1FYKP/pzP4jv+4nvVXxoOxwOvP/n34N/+a/eLRtFL/Uzq8OCPHKwOMwQciIEXvnv7B/y4RNf+A/I5/MVf7leXVrHH/3Wn+DGhZsInvHhvf/mpyoax1ATkOE4Dv39/XA6nfB4PFhbW8OFCxfg9XoRDAYV/26NvpNm9AO9EgGXThWUGHAcTBwHPNiYAIBMNgtg9/7KfifKVPLtXrcmiCh9DdobyGOqnqV8xcEBOWoZECcOJ6urq/j85z+P3/7t38b29jZ+5Vd+BR/+8Idls0Xq1QmZ53nNdg/ZB/cktXMC2u6lWvRTPp9HKpXC6uoqLBbLvkY25eYzalOw0OtH7Vx6srPUUk7nra+vIxKJYGtrC263G729vWhpaVEVlNLynrKpGcTG/xtmx5fR7/tx+IZ+UvH6MpnMCA6/G4EjPw1RFGAyVda5ay78TcxH/ges9m4MHvsouvseUxzT1OzC2Pn/AEHgK5oDYJ38fh9ri88hKw7BEXpfReO0wHEcent7pU5+yWQSly5dwsDAgNSURQ6jyv+0jjMyCx+o7J7W2toqNVqJRCJ4+eWXIYq7TYnUrlerabpe3WR0+WAtNGJ7eztOnz6N0dFRRCIRbG9v1zcw1dHRga2tLQDA5uYmurq69vw+Ho/jF37hF/D1r3+9uissopI2wkB9BYsW9HRrUfLEssp8ANm9UaZBFSCK4AUBAs+D40wwm82w2+zIIwcguy/jis+VX7vR5XUH1RRTEASp80o+n5c6r1gsFty8eVO3kaYSV/7hGv7ss1/D/VvTMJtMMJlM+K+/9of4n7/3V/ih938/fuh9/6KMcFG6iT5ch9VhQS6fw056BzbBKnnSOOxOgEfZDnuVBKXmowv44ie/ihf/4WUpo2/xW0u4+e3b+O4f+i68/5d/Gj0DPWWPoxXWzWVrawszMzO4dOkSXC4XQqEQ2tr2p7w3uh+AkeIIqOy9pdOZkj/nOG63I6nAgefzu39/jmXElgrGPxhn4iATl4KzuXRA5iBmTFXawr2YSnbhamWISdQWOQ9Rnufxsz/7s7h//z6eeOIJPPvss9KYK1eu4A1veAO2t7d1ZXaMj4/jv/yX/4KvfOUrOH/+PH7+538eX/rSl/Arv/IrivcOs9msuiSrcKyerHotn3s9Oo/NqRY1galCQ3OO49DR0YGxsTHVZXJG6jxA/XkxMjClpPOWl5cRiUSQyWTg9Xpx8uRJWK1WvP766zXVeauLLyFy/w+Q3rgJk4mDaDZjbvqzWIj8CXq9P4bA8LvLdtjjOOVrXxB4KbuKzy8DAPKZGO68+GHYm0cQGPlZuLxvVjxGJUGpdGoF929/DutL/yh18hPz85i9dw2p9bfgyImPoqUtUPY4WoM4zc3NGBkZQSKRkLoGs6yezs7OkmMa2ZC8UTKmSuFwODA6OoqhoSE8//zzmJ+fx/LysmSUXsn3Aj2lfPXwmNKT3a5HIyplxjOf12r7vDEqfsdveMMb8Du/8zt473vfi7//+7/HG9/4Rul329vb+Kmf+il8/vOfR19fX9UXWUitM6b0jNVrnK5FYBXupJW6COVanMuV8omiCIgisrkcTCYTLFar9F44hTqXXIUZU0aanwPavAfqVcrHug3FYjGppr2wA4ieucrt2P39//wn/K8//Bbmw4sPfrj3Navza/jS//sn+KvPfxNvf/fb8M4P/6D6L7ccSnbyKySdSUEUAafDAU7U9hAIj0fwxU/+MW5cuFkyAyubzuM7X7uIi3/9As5+72N436+8G4FhX4kj7aJ316mtrQ2nT5+WWhBfvXoVXV1dCIVC6Orq0uxdoWfMQciYqmRcZqd0YAoAIIoQIcJsscBs3g208zy/m21nsu7LFt1NqJI/J06ZUj6tu1rsWWG0x1Q+n1edcVk4r1ahRDQuSh6i3/rWt+B2u/HFL34RP/uzP4srV67g6aefBgD87u/+bsnOyGr5h3/4B6RSKVy+fBlnzpzBlStX8LnPfa7suHrpPEDblw2tm57svlQr4/REIoFoNIqlpSV0dXXh1KlTWFpa0uQhomdT0KiMKT1BML2BKZ7nsbCwgEgkAgAls9FqpfMW4/+E+PQfIZd+4NNb9KcV+HUsRv47lmJ/ju6BH0Bo9AOwWPf7iCnB82lZP6oHK0EmOY6JV34JM69X7htVTDIRx/3bn8XWyiVA3J+FyCGHrZVv48bFC2huP4uh4x9FR/dx2ePp9aVqaWnByZMnpY7N169fR1tbG0Kh0J5O2UZnTGkp5aunx1QlWCwW2Gw2DA4OQhAEyf/I7/eXtc44SL6e9cqYyufzFWfG14KK3/GZM2fQ39+PN73pTbhz5w7e+c534sMf/jAA4Nlnn8XMzAw+9rGP4S1veQsuXLhQswW3tbUhkUiU/XDXayeNfelTix7vAUB+x8gq4zElFEUeBEFAPp9HPrfr2WKx7JbtFd6gRHHXg4UDty8+VUuPqUbfSdObTp7NZjE1NYXLly9jaWkJIyMjOH/+PNxu976bkpYHRrkxm2vbuHXlNlbm9pfnFrO9kcC9G+NYjC2pXsd7//UzCB0NgueVrxWOA0wWM97+E2/DqafHVM/z2ot3Eb4XLVsWyOd5TL02g1tXbyu+rloCsampCcePH8eb3/xmtLe349VXX8XVq1exuLioOVikdQxgbAfAmgWmSmVMSaV6BV+qHpT32azW3XI9Echms8jn8w//VtzuvU2Oppbqekyxe9NBKuWr1LegVqaYRG0o9hB94YUXyv7u+eefx6lTp6rigfOv/tW/wh/90R/hzJkzAIzLjNejuWrhCSoHx3FV924SRRFra2t49dVXcf36dZhMJpw7dw6nTp1CR0dHzewllMY1ss7TG5jK5XJSRk08Hsfg4CCeeuopeL3efffUWug8Pr+D9ZVryGfmyh5LFBJIbt5Fciuieh3J7Ti2N16DwG+XfW0uu4D1pWvIZbdUz7Oxcguprfslg1J7EHmkEvexunSt7N+uGpqIZfW85S1vQW9vL27fvo0XXngBc3NzmhMXjC7lq5UnqNw4rfOZzWb8f+ydd5gUZdbFf9Vxcs6xewIMDDkjmHNaE6gIopizu+bd/Vw3ubuu2VURM0oQxIAZAwpIzmmGyTM9OefQqer7Y+h2Qld1Tw8zyC7nedbV6Xr7VlVXvXXrvOeeGxcXx8yZM5kwYQLNzc1s2LDB6e/qCserrO54kGFDqbYaSmX8gPb66aef7vXfS5YsAeDxxx/n8ccfP3Z7pYBfs2KqZ8Iy0ItwMN1aQP7BrHdjfi4eVREggUqtQqPV0SUMvNW3px5Tw2l+DsNvijmQiVmSJMrKymhqanLZdllp3EChNCYkPIhHXvwtjbWNvPfsB2z+chvWPkSjRqdh6tkTuf6BecQbYwccH2DC9HEsXvMiWfuO8Mazb7Nv+37sfc51YHAQl117MYvuX4ifv3eqjksXXsgl11/A9x/9yOpXP6G8oLLfNrGGaK6+60rOu1rZO8uBY5ko6vV60tPTMRqNlJaWkpWVRW5uLjDw33YwxNSJaorZExazq7mqu0DZJckkdP9Vo1Gh0Wqw2+1YLRZUKjWCGsWupL5+x9ZjyvGMOZGIqZOKqf9OKHmINjY2OkuPe3724osv8vbbb7Nu3bpjvj8BAQF0dHS4vd6OR57nIIlOFB/SvuNEUaSmpgaTyYTZbCY+Pp7Ro0f3810ZDMHkKM0fCIbbfmG4ckpJkqiuriYvL4/AwEBGjx7dSymtNG6gUBqj0fozauIfsFjupejIGzRWfwP0VTSp8Q+eiiHjDoJC0gccHyAoJI0Jp/yH1uYCio+8RlvTdqD3vSKo/QmPuYC00Xeg8wnxKk684SLiDRdRVfYjxTlvYunIo6/UX62LJs44n+Q0Ze8sOPZKJq1WS0pKCsnJyZSXl5Ofn09ubi46nc4jk3RP4yjB21K+4faYGiyhJQgC4eHhhIeH09ra6iSAw8PDnSWVPUns4ezK52hacTLP8xwnXIbpSVc+OD4d8gbrA+BtkqRk1u6yK5/UXXonSt3svfpoRyvndx7dpt8wSerW2LmYQ+w29/s+3Obn8Os0xWxtbXUammu1WiZPnkxgYOCQ7587hEaGcv+/7uSm31/Ps4+9xOGfcxCAWRfP4PoHriEsKsztd3iC0RMyeP79f1OcX8LrT7/Nnm17CQoJYs4NVzL/jmuOSdcvQRA4d85ZnDvnLLZ9v4PlL3xIwcEiIpPCueaeK7lswSUef9dQSa81Gg1Go5Hk5GQqKiqcBJXdbicxMdGjB8NwKqaOR8LiVjHVKVPKJ8jaSHXTVkdfLlUqFZIoYRe7zYztNnt3XKH/F/geY8WUY8725pz+mlfS4KTx+YkGJQ9RV59t2LCB8ePHe/zcGigc39vW1iZrfA7HJ89zxD0ePqSDUTD1tApQqVQkJiYqGpoPJ1HUcz+9GTdced5AxrW3t2MymWhqaiIgIIAJEyYQHBw8pPvnCXS6QEaOewCb7U62b3wKyfwzgmAjMOxUjBl34hcQN6C4cggMTmXs9KfpaK+kKHsxrQ2bUKl9iYy/jNRRAy8RlENMwpnEJJxJXfVOio68TmfrAUQhirDYuUycdvOAnkXe5lJKcNhyJCYmUlVVxeHDhykqKkIQBJKSkjwy4h5M7jWciqnhHCe3IBgYGMjYsWNJT0/HZDKxZ88e/P39MRqNREVFHfN47jAYZfzx8C+F46+MP+GIqcDAQDo7O0+upPWA0gNd7/tLra0kdXc9E0U7arUGQSU4Da57wqOHYp+PPTlmbxOd/waJtyR1d15xJCpxcXEEBASQmJg4oOTem/2rr2rgg+Wf0NVq5rr75zBx9njF7QODA7j0lvNZ9Mh8IiIi8A/0LIE4tCOLZc+vJjA0gBseuo6EFOUEx5CWzD+W/IWm+iYioiM8mvQlSeLb1etZ+86XjJk+musfuJbAYOVSkhnnTGPGOdOor2kkrzCH5GT3RphdXWZW/mcNO77fTeK4WMaPVz5nrvbT0wlbpVKRkJBAWVkZwcHBVFdXU1BQQFJSEsnJyYr18t56RYF3SdhwrYg5VpncK6b6EFOS1GNqkmOmerd8EFQCGpUGu2hDpVJhs3SrBdVqNWqVqrvbn0ol+6D2tsuLI+k4HsTUUI89SUydWFDyED3llFP4/vvvOe2001i3bh2LFi1i586d/PDDD/z8888cOHCAG264gY8++uiY7Y/jmdje3j5kxNTx9CH1Bt7mlqIoUl9fT2lpKf7+/qSnp/fyvDnW+zqcBBN4r346lg1reqK5uRmTyUR9fT3R0dGEhIQQFRXlMSnliDNQWC2NNFV/SEtVPQnGhUQnnKG4vUbjS1DkVQQFLiQ2Nhyd3rP9a27MofjIYgAMGXcSHDpScXs//1gyp/wVq6UFH99g1GrPFh4rTT9Qmr8U38A00sfchY+vcqOaiOipRERPpauzjqxsk0eqNFG0U5TzPrUV39DemYpovMOjfesJT38rQRCIjY2lqqoKrVZLY2MjRUVFzo7NSiqqE8VjargXLpVyEYdBd0pKCmVlZeTk5JCTk+O13c5gFyD/GxVTQ5XnnZDEFAztStrxWIUbqtU7vY++WwlgtyOJIsJRQ3OVSoUoif28phxwdeNKzn/0hyf7PpwSb29l18faFFOSJGfnlc7OThISEpyy+V27dg1pnW5hdjHvPb2S3Rv2Ix2dVP98479Izkhk3n1zmHneNMXxel+9R6TU1u92sOo/H1OUZcJxgez6YS9jZ45m4cPzSMtMURwfGhHq9sEkiiKfvPU5a9/6irrKegCKs018+8F6Zl8yk0WPzCc8WlnRFR4VSm6B8gO+o62D955dyfcf/kRHaycAeQfy2fvtIS5ZeD7X3H0VPj6emb57M2mHhISQkZHhTFo2bNhAfHw8RqPRpWG1t6QPeFfKN1weAp7uo9llKZ+b70ZeTaXRaNBptU6jdLvdjlqlQucnnzQeL5m2t8rCwa6knSzl++9DTw/RpKQkHnroIW6//XaWLFnCJZdcwqeffsqpp57KxIkTmTlzJjNnzuS+++4D4IwzzmDp0qXHdH80Gg0+Pj5ubRvUajUWixuPGYWx/y15niu0trZSWlpKVVUVPj4+A1LswOAVWgPFcC5cDoYEk8vzGhoanC3U4+LimDFjBj4+Phw8ePCYl+X1RHuriaLs12is3Ygg2LBY1RQe/iOmvETiUxYSm3Sh4nNbUGk8IqXqa3Zjyn2drvbDOPK8rB278A0YS/LI2wiNmKg4Xqd3T0pJkkRZ0eeU5b+L1VwKQFd7Njuq1xEUcSrpY+7BPyBB8Tu6CSyT4jHbbV0UHHmHmtKPEW1NAKisR8jZ9TPNiZeRMvpWdDr3C8beEkYOo/Tm5uZ+HZtdLVR7Q94Mxrd0uDo9w9ArrTQaDQaDgaSkJKqrqzl48CBZWVm0t7eTlJTkscn3YC0bjkeTm+NBah0LnHAZ5q+dmPq1rKRJkkR9fT3VtdXYrFZUKjXqHh32JEmS7cwnyHbfk3r8W+8N7EPoMeUtWTRcK2muiClRFKmqqsJkMjlLs+Li4nq91Hkby92YA1sPsfyF1eTszUcSu1VyPZ9NJUdK+dddzxOXEsvcuy7nzMtO7ffw8sT/4IePf+KjJZ9RUVjV73PRLrL/50M8tOX/yJiUzoIHrmHMNPmOKHIwm82sWbKWL5Z+Q3Ndf4NMS5eF9Ws2sHHtZqaeM4lFj8wnISV+wHGa6ptZ+vRyfvp0s8vysNaGNla99DGfv/M1Z155GgsfuJbAEPnEZTDlf4IgEBYWRlhYGK2trc7EJTo6GqPR2OvlYrjNz4cr8XDct24VU33Mzx1nXQAkUeY3kCRZMVX3YMGplhKPkvpWq5Xs7GyXK5v/jcaWruCpV8JQku0nMXSQ8xDVaDS8++67suN++umnY74vgiAQEBBAa6uygbJGo/mfyvPcje2rzI6NjSU+Ph5RFAdESsHwEkWDGTdcHlOuYvX160pMTGTs2LH9Fg2GYv+aG7IpznmNjpY9gIgg2Hvl9DZLKSVHnqSs4C1ik68jIeXKAed5ADXlGygteBtLZ76LTyU62w5wZPc96PxGkJR2M5Gxsz05xF4QRZGSvJVUFK/Ebql2EcZCS+0P7P7pJwJCppGWeQ9BoSNkv0/ufFutbRRkvUlt+WdIfczZuxfe26kpXUlt+SeERJ1L2pg78fWNVIwzGCPz4OBgJkyYQHt7O0VFRWzdupXw8HBSUlIIDQ0ddBwYPsuGX6MHaU+oVCpiY2PJzc0lKSmJhoYGNm7cSGxsLEaj0W0Tj8F4U6lUqhPKsmEgpXxDgROOmFKr1fj6+v5qV9KOt/eAoxVtaWkpNpuNsLBQtFqdzIuYHAMlvyrU3bmq/yhPS/mGS6rtbbzBqrNsNhvl5eWUlpai1WpJTk4mOjra5QQ6FMRUQ00D7z27irz9BbLEowMVhZWseW0tianxpI9N7fe5UpycfXmsWbyWymIXSUTP7xAljuzJY9nzq3ns5QcICQ9S3L4vNn6xRZaU6gmb1caO73aj0Wp45IX7BzyZf/rOl2z4bItrz6Iep6GjtZPvP/yJgGB/bnjwOtnvO1adVwIDAxk3bhxpaWkUFxezY8cOQkJCSElJISwszGupNniXsHjzoBtMuaF35ueAACrB9VgJZCVTvfZTEFAdLePz8/fHbDazcePGfgThYBRTw93lxTF2MJL04ynxPon/Hfj7+3uU5w0mVxtMjng88jy5saIoUl1dTWlpKWazuZcyu7i42KOGQa7inQiKqeNRyme326msrMRkMgGQlJQk69c1FH5RVksbxTmL6WjZC7jpPmytotK0Er+AJMKjpw5oP9qaizDlv4m1q9DttpaOXEx5b+EfmDJgn6rays3ypFRPSHbamnaQn/Uq46b9E41WXsns6hyWFa51SUr1CyN20Vj9LUVqHaMmPir7exwr/1F/f3/GjBlDeno6xcXF7N69m4CAAFJSUoiMjBzWJje/VuVTTzjUYN4qu0JCQjAajbS1tfUySjcYDLIloN6q1AdLLilZeQxl3JPm5wPAcK2kDaZzyvHo1mKxWCgqKqKsrAydTuckRDqrrfLqAFleSuiniILubeWmYVGSsFptaLXyl9Rwew8MpykmQHFxMdXV1fj7+zNy5EgiIiKUJdReJkdKCIsK45k1fyN7Tw5Ln17Jkd25rgKTNtbItfdeydQzJ3sVJ2PiCF77/gV+/norH/znY0pzy/pto1KrGDdrDDc8PI+UUQav4px71ZmcfcXpfPrOl3z65hfUVdT320ar13LKBdO46ffXExmr7EMg94C/8aHruObOK1jxnw9Zt/IH2pr6J/J+gb6cc/WZLHzgWvwClDsGHitiyhnbz4/Ro0eTlpZGSUkJ+/btw9fXF71e71WHl1+7VNtT8sxi7v9iKTjGyY11JZhyo6LS6/VMmDCBjo4OSkpK2LFjB8HBwRgMBmw225B4JChhMKonb8c6Oq8eT4n3SfxvwNM873gsIg4m7rHuytfX0DwpKYmYmJhe9+iJQjCpVCqPuju7GjcceZ4D5eXl1NbWotfrSU1NJTIyUnH+9zaW0hitLoDxM1+ipSmf4iOv0N68m76d7wB0PkbiU24gOuEcr8iVgGAjU05/n7rq7Zhy38Dcke1iK8Hjcj45RMefSlTc7O4yvoKlWLtMLsJoCAqbRdqYewgIMngVxzhyPklpV1OU8x5Vpg8Rrf3zSUHlS2j0eaSPuRu9T6iLb/kFxzrP0+v1jBw5kpSUFEpLSzl8+DBardatmkcuDgxvkxtvzsVgFlcHa2LuKKlMT0/vlVcbjcZ+goITsbOetwqv462MP+GIKRielTRvvJBg+L0HOjo6MJvNHDlyhJCQkH6taOVanAMIkoxqAFx35XP8URBcqnHMHV1oFYyoT4QEaaBJREdHh3PVrL29nXHjximWmA4m1kDGjJo0kn+t/DP5hwt5+fElFO4vQaVSMXr6SK5/4FoyJsrLoB1xPMHsC2cy+8KZ7N64jxUvfEj+wSI0GjWTz5rADQ9dR7wx1qPvUYJKpeLKmy/lipsu4bs161n96qdUFFai99VzxuWzuOHh+YSED6xMwRV8/X25+bGFLHxwHh+/+Rmfv/MNDdWN+ATq+c2NF7Lwwfke+0sNZoVLCTqdjvT0dIxGI2VlZeTl5SEIAoGBgcTFxXn0IPLWF2E4Jd6eJh7WvoopZy2foMBLSaBy9aH8sTlWj/z8/Bg1ahSpqanOxNFqteLv76/Y4coVjkfSMVgjTk8k6UPVqeUk/rcQEBAw5Hne8fCY8rSxg6uxjnmxq6uL0tJSKioqCAgIYMSIEbILYcOdd50IiqmBklmO8221WmlpaemXZ7vbv6HK84JC0hg343naW03s3/EU9q69gIDefzRJ6bcQEa3sI+rpPB0RPZ2I6Ok01R2gOGcJnW37ARX+wZMxZNxJUIhyPukJBEEgMeU3JKb8hsrS9ZTkvomlIx8EHSGRZ5A25h78/GM8+i6lc6dWa0kbfTMpGYsoLfiI8qJl2MwViJIPQREXM2bKbz3yl+q53wOBJ/mXVqslJSXF2bHZ0a25uLiYhIQEj9Qs3pI3v0bLhmM1zjG2b/6j1+udRunl5eXk5uaSk5ODwWBwnu/BdOUbbnX7YMb+GpTxJxwxNVwrab927wFH54+6ujpnyVhKSn+TaR9f+RdpQUYZpWTwKDj+7GLe7+o0EzAExNRwlvJ5mrC0tLRgMpmora0lOjoaQRDIyMhwaVCttH8DhbnTzOdvrUOv0XP9A9cSGhmiuH1aZgp3/vMm6irqSUhIJDk90aM4rY2tfPPOeqLjo5h3zxx8/ZVVOZNPm8Dk0yZwZF8ukbERbo3IHSgvqmT5C6tJH5fCnNsuV5xIBUHgvLlnc97cs9m7+QAjx6e5VS45cGRfHqte/YjQxCCX90lPaLVarrnzKq6+40p2/bSH+s5aZp822yNSauePu/ly2ToiR4Yzc+ZMj/atJzy9JhyGju3t7XR2dlJSUkJ+fj7JyckkJiYqSo6PR/cUb1btPIll7qeY6u641x3Pc8XUL3yW6zFaXe/zqdPpSE1NxWg0snHjRurq6tiwYYPz/HvSpe/XXo7XF54an5/0mDqJY4GhzvMGa0TubZ4H3r2sqFQqOjo6OHz4MDU1NURERHhkaH6idNcbbg9ST8a0t7dTUlJCTU0N4eHh6HQ6RowY4fHioyPWQCGKVppqPuFwxyqMGbfj56+8wOcfmESM8UHaWitITgwnOGyUR3FstnaqTavpagrAOOp2dDplq4WQiHFMiHiFlqY81Bpft0bkDnR2VFN85HV8/eNIHbUItUbZcDo28SxiE8+ioWYv/kEGt8olB1qbCynIfp22lmAiI+WtFqD7uklOn0tS2hxqq7aRfaSN5JGTPCKlGmr2UpK/jK7WWCDTo31zYCALg2q1msTERMxmM/X19VRWVvbq2KyUZ5wIHlPeEkyDMRRX2k+NRkNycrLTKL2oqIj8/HwSExOxWq0njGJqMMr4wSxeHiuccMQUDP1K2nB2TukZUxRFxUlLkiTq6uowmUy0tbURFxfHzJkzycnJkZ2gfP0VFFOCIKsRcPXIliQJxwhXhFZXhwt/nj7xhjth8UYxJTfGYSxaUlJCc3Ozs/OKr68vtbW1Qyonb6xtYtkLq/jx441YuronyI2fbWHG+VO44eHr3JawxSRFk5zqnpSqMlXz7tMr2PL1diSxm4j4dsV6Tr9iNgt+dw2BCsQjQMYEz1bOCrOLefepFRzcehjRLrLlq+18vORzLlxwHtfe477z3cRZ4zyKs2/LAZY+vZKcvXkggcViZevaXVx122VccfMlbomwqWdO5rvvvnMbZ9PXW1n+/CpMOd0ljeYvzez+8gDX3nMl5845y6MHvbcJQVBQEJMnT6a2tpbCwkIKCwtJTEwkOTnZZceR4SSYvJVqezrGaumtmOr2j3KU88l+O8h9tcztKFeirFKpUKlUjBrV/SJQVFREYWEh8fHxGAwGRaJ6MAnLYGTl3iqajnenlpP438JQ53nHw+7BMacNxMPD0fGtsbERq9VKXFwc06dP93gR7ERRTP2azM+bm5spKSmhoaGB6Ohopk6dir+/P1u3bh3SPM9qaaMo501qSj8DqZ2WLg0Hfv4R/9AZpIy6G//AJMU4Wp1npFRXZx1F2a/RXLkOlWCloUNNY/XXBEeciXHUnUc728kjKCTdo+NpbzVRmP0q7U1bkSQbzbVQXbqaiLhLSB19m1sSKCzKs9LAxvrDFBx+udsIXhKx22wU7v8OS9u1pGTcgFqtvEAfFTuT7NwNbp+LtVXbKMpeTFdbNiChslo5vP1HktIWkJR2jUc5i7dqen9/fzIzM2loaKCwsJDi4mLFPGMwTW4GY/I90DEwfIopxzu2u3GCIBATE0N0dDRNTU0UFRXR2NgIdHfOdtU5UQ4nmjLeYU1xPJXxJyQx5e/vT1tbm+I2J5rEu+dKWt+LyWG0WFpaiiiKJCYmMn78eGdio5Qk6ZVK+WR8WLofpP2/r/slU/4YLGZlYupEUEy5GiNJErW1tZSUlNDZ2UlCQgKZmZm9yMChkmtXFFfy3rMfsOuHvVgtVuw2u1PuYTVb2fTZVrZ+vZMpZ09k0SPziUmK9ipO0ZES3v33Cg5sPoRoF7HbflFzdLZ38c2y71m/ZiOzLp7ODQ/NIzTSsxWsvji8M5v3n/2AI3vy+nVNa21sY/V/PuaLd7/mnLlncP0D1+If6O9VnO0/7OS9Zz+g6HBJv88aqpt4+8n3+XDxp1y04FyuuVuZCJNLJCRJ4odPNvDBfz6iorCy3+eVRVW88NBilj27mt/cdJFbIgy8l4ULgkBUVBRRUVE0NjZSWFjIxo0biYuLw2g04u/v32/MQOEtwQTeJRDeEFNOKCimuu2kZI5f5s99FVM94TCFDw0NJTIykubmZoqLi9m0aRNRUVEYjUaXK+zHw2PKMW4oiamTpXwncSzwa16AHEwpn6f5jMPQ3GQyYbFY8PX1JTIykpEjRw445n9rSZ634+TyvPr6ekpKSmhrayM+Pp6RI0f2Mh8eqjyvq7OWouwlNNf9iCR10dMvSsJGW+PPHNiyFf/gKRhH3U1gcP9mNY5jUEJ7q4mi7NdobdwM2FBhw/HQkyQzTbXfsLf2B4LCZmMcfRd+/gMzMXeguTGH4iOL6WjZDYhIoohdFBEAtdRKbekH1JWv7fZyyrwTvW+4V3Hqa/ZSmPUyna0H6beqJDVTWfgGVSUfEBl3CSmjbx1QiV5PVJVtoDhnCZaOvH6fibZqTDnPUVbwLtFJV7klwgbjSyUIAuHh4YSHh9PS0kJhYSGbNm0iJiaGlJSUXoSJYyHRG8WUNybfg2ly4804b8kz8JywEQSB0NBQQkND+fnnn1GpVGzdupWwsDCMRqNH5by/9nI8V2OPtzL+hCSmAgMDf7XElLdje66kOS5Ei8VCWVkZ5eXl6PV6jEYjUVFR/V7YlJIkXz+FrhUKniqyXfkURpk7lTvcnGjm544OhyaTCVEUSUpKkvXxGQqDy6IjJfxp4ZO0NPQoZ3BhWG+z2tj2zU5y9uTx92WPk5AysGTiwPbD/POOZ+lo7VTcztJl4cePNpG9K5d/ffDEgMmpn7/ZxosPLcbS1ec6OWqq75jfO1o7+eztrzm4LYunP/ybx+V6Dnz+/te8/ud3u0m8fpCc129rQyurXvqYwzuyeXLZnwb8MF7x0mpWvvgRol35mq6rrOftJ98na/cRHn/tEdkHmbclb33HhIaGMnnyZFpbWykqKmLz5s1ERkaSkpJCcHDwoKTa3iYeQ0VMWWSIKUFQcoxy3dihu4mf6/tRiZjqW5IXHBzM+PHjGTFiBCUlJezcuZOgoCAMBgNRUVHOc3i8EhZvY3rSQtihkDuJkxgsBpLnefNSNNg8z+xmIU4O7kgtq9XqNDTXaDQkJiYSExNDUVHRsPqXnggled6O6zlGFEVqamooKSnBarWSkJDAuHHjXOYDQ0FMdbRXcmj7XditNb3+3n+Enfbm7WTtyCZj0rMEh4/uF0cJLU15ZO+6H9He7GaPrbQ0/MjBbQcZM+0/iiotV2io3UvuvkeRxPZuI+Wj96dKrQZJwmK1olapUKs7aKhcy+6GPUw69XW3Kq2+qDT9QN7BJ0BUvg8leys1pStpqt/N5NOWoNW6Vv3LzSEl+WsoOfIcSC5yDemXfFK0NVBZ+AbN9buZOOtl1GrXOcOxMkwPCgpyNmQpKipyEiYpKSmEhoYOagFyOEv5vCXPvFX9g3clgADJycmMGzcOk8nkNEo3GAzExMTIfufx8Jg60ZXxJyQx9Ws2xRysxFsURdrb2yktLaWqqoqQkBAyMzMJDQ2VvciUEgG/ADelfAPwAHYqpmT2w9zpXjHlrVR7OE0xRVGkuLiYsrIytFotBoOhX4cGV7GOdcJizEjmzY3/YfWrn/DNih9oa3KdpIfFhHLpjRdw2aKLvSLNxk3P5K1NL7P8hdWs/2ijLEEVlRjJFbdcwoXXnevVhDf7ghmMmTqa5c9/wIbPttDV3oXdLiKK3ZOoWq1GpVKRkBbHNfdcxdlXnO5VnEuvv5AZ50zl3X8v5+cvt/U3yD4Kw6gk5v/uamadP0Px++Qe1PPvv4bTL53Nu0+vYMd3u7FZj3YU6nOq08ensvDha5l8qntZ+rE00gwMDGTcuHHOFsQ7duwgJCSE8PDwYVdMDVXiYZNTTCm12ENA6GN+7ihNFmVuE71e3stBbvXO19eXjIwMUlNTKSsrIysry2moGR8ff1w8pjwhl5RiHs8Wwifxv4WAgADq6/t3zeoJx7XszbU5WLXVseyuB9DZ2UlZWRkVFRUEBgaSkZHRa65WqVReNeU5kUryhlMxJYoipaWllJaWIgiCy46GrsYd6wVIP/9YppyxBlP+CqpNqxHtDS4bZqvUIUTGX0HyiAWo1a7zeqU4QSHpTDnzY4pz3qOu4lNZgkqliSA6cS5JafNQqQb+rAiNmEDiqNfIPfQaWLeh0xwlpeh+Kqvpvl87zAH4hV5MxqSb8fH1zJO0J2KTziY8ajJ5hxfTUPUNktjhcjutTxKJaTcRb7jIq7wnOW0OUbGnkX/4VRprfwCxy+V2Or9UkkfcRmziWYrfNxQdmzMzM50dm/fs2YO/vz9xcd6p3YbbY2o4DcUH602lVqvR6/Wkp6c7jdLz8/PJzc11+ov2fQ4NdgHS2+P0VhnvaY54spSvD37NK2neJg/Q/UNnZWXR0tJCVFQUU6ZM8ahNqHIpn4JiSkZWIAgCLir5XPpK9URXl3uPqV+z94DZbKayspKOjg7q6+v7JYbHMpanY/Q+3Sbn1957FR8tWcsnb31Je2M3KRtrjOHKWy/l3LlnDnqC8Avw49b/u5GFD81j9Ssfs/bdrzC3dyubEtPjmXvXFZx2ySmDjhMSHsT1j1zL1Esm8Pk735C9OQ9Lpw2QCE8M45TLpnLBnHNISkoaVKzI2Agefv5+bv/TIpY+u5IfP95EV3sXgiBgzEzm5j8sZMppnvkXKCEhJZ7/W/ww9TWNLH16OZs+34K5w4IgCGRMTuem31/P2GmemWN6m7C4e3D5+vo6O8mZTCYKCgqQJInKykpiYmI8jjncHgIelfJZe7cXd/jgKR2S/Eeuu42CvGLKYTKptK9arRaj0UhycjKVlZUUFxeTl5eHn5+fW+NiV3D4JPwaFVNwspTvJI4NAgMDKSnpX4rdE8eLmDqWJYQtLS2UlpZSU1NDZGQkEydOJCiovwn18TAxd+d7eqzjDYdiyqFIs9lsVFVVkZqa2kvJqoShyvNUKjWGEdeTlDafssI1mPLfBXs3KavWRhOTdA0JKXPdLo66g1rtQ+ro2zBm3IwpfwWmvPdR0QKARhdHrGE+8YbLvCYmqqqqKCkpQZIk0sfcR1TUE5QVrKS2/GMnEabzSSYpfRHhMWdTUlLC7t27CQoKIjU1dcCLZjqfEDIn/x6b9T4Kst+itmwtor37eFSaZNLH3k1s0tkefZfSde7rH8XYaX/GYnmAgsOvU1f5JZK9DRDQ+KSTPuYeouJmDTrOYMb07CxXWlpKQUEBoihSVlZGXFycxzmYtwuQ3pbyDScx5RjnrZKoZ0y1Wk1SUhKJiYlOo/SCgoJ+/q6DJaa8LccbSjX+UCvjT0hiyt/fn7q6OsVtjmfC0tXlmlF3BYd/kclkQpIkfHx8yMzM7FXX7g5KZJivnx4B1933ZN/eFB6kziEuPh+qUr7BEFqejOvo6KCkpITq6moCAwPR6XRMnjx5yPdRkiQ2fLqZhslNTDp1guK2Wq2Wa++Zw6TzxvHDmo1MmDqOmecqtwLuGWfj2i10zjYzbuYYxW31Pnquf3Aeo08fwZ4fDjJx+nimnOEZgWO32/l86dekj00lc2pvA05JkmhqaqK4uJiWlhbi4uL4v5ceBQnWvvMVmVNGMeGUsdTX11NQUEBRUZGz80jfe8FqtbL27S/JnDqKUZOU/TaCQoO49++3c+sfb+Sj1z9F8rVzwZXnERHhXjZuNpv59O0v6BTaEU5TfpCFR4XywNP3cPufFrHm9bWIvlauu/laj+7jrk4zn779OZK/HWHSsU9YHNDpdKSlpeHv7092djY5OTnk5eU5FTyePIyG00PAa48pZedzWSiN0MkophzzpCdJgEqlIj4+nri4OOrr6zl48CAtLS1IkoTBYOjlA6aEwRhbDkb1dFIxdRLDCX9/fzo6XKsgHHC8ZHjr6ylJklcvOceC1HI0snE8Dx2NVOQwmJK8waj4BzrvD3W+5iqeJy9JXV1dmEwmKisr8ff3RxAEpkyZMuBj8+aFrKXhZ6pKS4lJVCZJVCoVSWlXg24G5UWfkmxMJzbxAo/3sbVhIzXl9UTFn+YmTjcR1m6dRFfrBuLjRxCTeI5HMSRJorx4LXrfaCJjZmK326moqMBkMqFWq/tVGKSMugXDyEWUFa4mICiZmIQznN81cuRIUlJSMJlM7N+/H19fXydRKEkSpoI1BAQaiIhRznU1Wn9GjruPtMw7Kc5dTlmljbSRFxIbH+/2eETRTkn+aqxdbQjCJMVtdbogRk18CPvYeyjKXUZBkZWxM+a7JJL7wm63UpK/GkunHUHwrEmQAwMhizQajdPXcteuXRQVFTnzPFeKnr7wtskNDN0C5PEe5xgrV5ESExNDTEwMjY2NFBcXs3HjRmJiYjAYDMdVMeVtzOOd552QWWZQUBDFxcWK2wyWmDrWMu2+cBiaOwippKQkurq6iIuLGxApBcoPdEeJlM1uc/mZyzFIyLanUnh9s/Rr3e75frobNxSKqZaWFkpKSqivrycqKoqpU6ditVo5fPjwMY/VE2azmU/e+Lxb/dTUzsfqL0jOSOS6385lxjlTFcdqNBrOuGKWswuYuzhrXlvLZ+9+TXtjO58v+RZjZhLzfzuXqWcqE29anZYL559DQoL7dsDmLjOrX/2EdSvX09rYCoJA6hgDCx64momzxzsNRdvb20lISGDMmDG9/BuuuetK539HREQQERFBY2MjBQUFbNy4kYSEBAwGAwIqVry4im9W/kBbUzsIMGJCGgsfnsekWeMV99HHV8/8+69h06ZNbo+ns72TZS+s4tsP1tPe3IHFamHfN4e58ZH5TDhFuRugf6A/C357Dd99953bh3tneyfvPbeS71b9SEdrJ1arle2f7uHm3y9k7PShU1mpVCp8fHyYMWMGVVVVFBYWkp+f72yTK+e15c1Dvadp50DguWLKG3XqwLz1QJ6Y8kYaLggCERERhIaGotfrsVqtbN68mYiICGdCqXS+BktMDbev1UmchDcIDAyktbXV7XbekkQ9G854Q0x5k8uIoojdbicnJwdJkkhISGDs2LEe+Rsej5I8xz4P5Pw48jVvCK2hKAFsa2vDZDJRU1NDREQEEydORKPRsH379gE/lwZCuomiSFnhh1Tlv4cg1lHUrKE0/w3iU29wSzapVCr8Q88gLsl992FRtGMq+ICy/BVIYh0FhzSY8pKJT72R2MTzFMeqVCpCoy4gJjHFszj5K6gu/RDR1q3myt0fi5nTCAybSXp6OpGRkS6PS6VSk5x+ncvrXKvVkpqaSnJyMmVlZRw+dID9nRvQSVudai6dXzqGkbcSk3Cm4j6q1VpSR91IXYv739Zut1KUs5Sqkg8RbQ2oLFYObf+e1NF3EZNwunIcjQ9po2+huOJ7D+KYKch+l2rTh0j2ZuxWKzl7vkIcczfR8acqjnXAmzxPEAQ0Gg2zZ8+mpqaGwsJCCgoKZBd8e8b6tSnjj9W4wdonuBvrMEpvb2+nuLiYbdu2odPpCA4OHvBv+L+sjD8hianhWEnzRsLsiKsU02w2Ow3NHasDkZGRqFQqysvLvUog3CVJGq3GNTEl84ImIMjyUoIkuKx/B/qbWvfB8egO46rzSkNDAyUlJbS2tjpXKh2yS4eC4VjE6ov21nZWvLSGHz/aSHtLBzab3SnsKDlSyj/veI6EtDjm3T+H2RfOHPA+9Irz4oes/3gTHS0dPa5HiaLDJfz91mdIHJHAtfddxewLlP2V3MVZ/uKH/NjXl0qSKDhYxBM3/JOw+FBmXT6V8+ec06uTpDuEhoYyZcoUmpubOXzwMG/9431ythVg67L94g8kQe7efP7vur8NyC9KDq3Nbbz37Ep+WLOBrvauXmNy9uTzh3l/xTA6ifm/dR9HCe2t7bz79Ir+cUSJI7vzefTqJzBmJnPd/XO99r/yZIxKpSIuLo7Y2Fjq6uooLCyksLCQxMREDAaD854YTKzBJB6exLJZ+89roEA9yf3+Rxs7yJUry3lMDbTLS0/Y7Xb8/PxITk52GqXv3r0bf39/jEYj0dHRLs+BI0EabmPLgfhTnSzlO4nBIjAw0K2XKAyemPJm8XKg6iWr1Up5eTllZWXYbDaio6MZOXLkgObGwZbyeVOSBww4Zs9xA5lrjvXCZVNTEyUlJTQ2NhITE8O0adPw8+tupNLZ2Tlk5Jnd3kVx7nvUla9FtDchSL9cJzZLKSXZf6e84G3iDNcTZ7hUNr5HcXr4RQmS3fn0sppLKM76C2X5bxJnXEhc8sUu43hy7N1xllJXsba7HE+SsB81NRcEEz7qldC2GWvn9cDFbr9PDgI2LK1foTN/jGBvxNZjAcbckUfu3kcoyk4iIe1GEgyXeP2MsVk7u8v+yj9FtPX02ZKwdRWQu/chirKTSUi7wW0cpeunO86b1JR9gmTvTbDbzPnk7HmAwiwDiWk3EG9w/ft4EkcOPY3Fo6Oje3Vs3rBhA/Hx8RiNRuc90XPcfysx5e04h7LW0/nM39+fzMxM0tPT2bVrF7W1tWzZsgWDwUBsbKxH+zCY3PJE9xI9IYmp4VpJO5ZlgO3t7ZhMJqqrqwkNDWXs2LH9VsYHI9VWGid3gQoCrt/gVPIvaEdHuvyr2Y3H1HCbYvZMdERRpLa2lpKSEsxms+xK5WBW7ZTGrf9kA6/96Z1eBvGuzmJZfgVP3/sSH2V+xpPLH+/Xkc5tnE838trjb7s1oi/NLePpe15kTeanPLnscfwD+5cRKcX56bOfefWPb7qM41gVBmgoa+TLxd+TtSGPJ5c/jiZwYPfTnp/289Kjr9HZbsZutyOKdlQq9VGj9F/OYHG2iSdvewbj6GT+9cFfCAyW92Zz9YDf8MXPvPDQq/3KUfuegeKs7jiGUUk89cFfCAzp335YyfB701dbeO6BV1yet56xig6XOOP8a+WfCQp1LRUfTMLigCAIREZGEhkZSWNjI0VFRWzcuJG4uDgMBoPT587brnxDmUDYXHZe5OjN1X9f5fqKSke3lrvm9T6uVxcd17m3nhyOudnHx4eRI0c6jdKPHDniNNSMj4/v9Rw6Xqonu92OTidvAn8SJ3EsERAQ4NZLFLpVxN7kTQ5y3tsc0ZNxnZ2dlJaWUllZ6TQ0Ly0tJSgoaMDz4mD2FbwryQPviamh8GKSG+fYR0mSnArttrY24uPjycjI6KcO8VY14W4fays3U3DoL0iiMqFqs1Rgyn2KiuIVjJvxCnrf8AHFqavaRv7BP3kQpxxTzj+pKHqfsTNecdn5TjFO9XbyDzzeHecoIeVYGNFoNAhHz6PNUobpyD+pKHyfsdP/g49flOJ+9T+eHWTvefSobxPdXfuO5u82ux370RdtqctE0aG/Upr3DhNnLcbXP9rl98kdU131TrJ3P9qPKOoLa1fJMMUppvDQXzDlvcWEWYvx849xuZ23avWeYwRBICwsjLCwMFpaWigqKmLTpk1ER0eTkpLiLEccTCnfUHikusJg8kpv8h9vSSKdToe/vz9RUVHodDoKCgrIzc3FYDCQkJCgqJS12WxexYThW4AcKpywxNRQrqQ5LvjBlgE6fHVMJhONjY1ER0czdepUWS+RoTK31GgHdgwCknwlX/cGLuGulM+RQHizcudtwmK32ykrK8NkMgGQlJREbGysAlk3NMTUWVecjkar4YOXP6Y8v0J2Ox8/H2ZfOoMFv72mHynlUZzLT0Pno+ODl9ZQmlvu/HvfEXpfHbMunsHCB691SUq5+33O+M1s9D46Vr60hpIjpQCIdhG7+Msql0qlQuejY9ZF01n4kOs47nDmZaeh99Wz/IXVFB0uQZK672mr1YJKpUKt1qBSCWj1WmZfPINFj8xXJKXkcPols/Hx1bPs+dUUHCyS3U6r03LKhdO46ffXuySlQPkhfepFpzjj5O0v6DvSeWtptBpmXjCVm/+wUJaUcsQ6lsmAQ4rc1tZGUVERW7ZsITIyEqPR6LXEe2iJqT6lfEfNz+WMzCVJUjSTkru3tD7yiilvu5+4Sh40Gg0Gg4GkpCSqqqooLi4mPz+fpKQkkpKS0Ov1xy3p8NQU8yRO4ljAkee5m+OOpRG5p3CXq7W0tGAymaitre1naF5ZWXlClOQ5iDtvOt454g0Eg1XUO6wxrFYriYmJigrtnvs4kPnQXf4VGTsLhL9gyn0dS2euwvfoCAw/nZRRd/QjpTyJExEzA4S/YcpdgrkjRyGOlsCw0zCOusMlKeXuuRURPR3ziMcpzH4VyVqAoBLQarUuxmkJCpuNcdRdAyaluo9nGqMm/5ui7MV0th7CkbGqVCp0R39fu92OzQ76gGmMnvKwLFmkdGwR0VMZPeVZCrNfpbP1AC67PAEIGgLDTiF9zL2KceTmpojoqWROeY7C7MV0tOwDFOKEziBtzP2ypJRSHCUoEUxBQUGMHz/e2bF527ZthIWFYTQaB6WYGq6FS29L8o5XNz+NRuM0Sq+pqaGoqIj8/HynUborb0HH7+ft/g7GS/R4K+NPSGLK39/fI2LK25W0wZYB2mw2qqurMZlMdHZ2yq7auIo7FOaWsg9nme0lQZCteOnFcDhkBkdhMSv7vQynmabVaqWzs5PGxkZ8fHxISUkhKirK7U3urTrLE0LrtEtmcdols9j67Q6Wv/AhxVm/dBzyD/LnnGtO59q7r3JJSA0Esy+YwewLZrDjx92seP5D8g8WOj/zC/TjzKtOZf79c90SRe6OZ+Z505h61iS++/QHVr+ylpqiWich5evvwxlXnMr8386VJXA8xSnnTeeU86azd/MB3ntmJTl78355GVFJjD9zDLc/fhPJKe47+Slde9PPnsr0s6dycMdhlj69kuydOUhHExedj47TfnMKNz6ygPCoULcxQH7SnnrmZKaeOZms3UdY+vQKDm0/gnT0mnMQbDc9toCIWPcG7YPxfVJCQEAAY8eOdSYuO3fuRJIkWlpaCAsL8/j+9SahggEQUzKlfIDLCa6bl5LfH1EmUfXxlVdMDcazQC4B6Flm2dDQQFFRERs2bCAuLo7g4ODjopgaiPfASZzEYOFpnnc8uuu5GudQ65hMpl42AX1fOoaKDJPDYBZavSGLvC0B9Cb3stlstLW10dbWhk6nIykpiZiYGLfzlGOOGgpVV2TMTCJjZlJfvZOS3CV0tB76ZbzKj9Co8zBm3IZOP/COrD0RET2diOjpNNbtpejIa3S2HMCRoAuCDyGR52DMuB29b5ji98gdT1tbG8XFxdTV2YlKepzQoDaqS96ls61nHD3BEWdiHHWnS+JrYMczlYjoqTTWH6bg8Ct0tOx2EkcqtS9hMWcQHjef8spWdu4uJCnJhsFgcPlepfQbhUdNJDzqDZobcijIeoW2ph3gKLcUtARFns6IMffiF+DeOB3kn3dhURMIi1pCS1Me+Ydfoa1xO0iOfEVDUMSppI+5D//ARLcxhqqTn5+fH6NHjyYtLY2SkhL27duHKIo0Nzd71bH516ao74vBEFowePWSo6wyOjq6n1G60WjsZaL/v6yMPyGJqaCgINra2oZ0Jc2bsTabjbq6Ojo7O50mc0rqHFcxvfWYUtpXrU7uZ5bxmBLkXKT6Gp71ZqY8MT8H7800PYHZbMZkMlFRUYFKpSIyMpJRo0Z5PGEORjFVWlAua/7YEzPPm8bM86bxyfuf8cPqjZx64SlceeulHhmgCoJAZXE1o0aNcnsOp505mWlnTubrj9bx5dLvmHnWVObccblsWVJfVBZXERsb63K/rFYrpaWllJWVEWkI5+kP/0pVYQ0r//MR6WONXHP3Vfj6y3cY6omywgriDDFuiduJs8YxcdY4juzL471nVpCUnsA191xJfWM9BcX5VNZUOD3bXP0GlaYqtyWOAGOnZfLMh3+nIKuIt/+1jA5rK3984VEiovuvbLpCdVkNne1dbq+D0ZMzeOqDv1KSV8o7Ty2joame3z//ILGJsR7Fqa9uoLWpDSHp2K2k9YWPjw8ZGRmkpKSwYcMGCgoKqKiowGg0EhMT4/YaHO5SPgmcU5LLu9ipqOr/dxS89ZQ8poay44ogCISHhxMeHk5rayvFxcVkZWWhVqtpaGggNDR0QMmg3W73aJ6RG+vpi+1JcuokBgtHnucOx4OY6kku2e1250KkzWYjMTFR0dB8MASTtyWLMHCiyDHWG4LJm3EDyfMsFgtlZWWUlZUhCALBwcGMHz9+QHkeeEdMdbaVIIqxqFTK83549FTCo6eSffBrastXEpMwE8OIhWi07pXjgiBg6arEbh+DWq08X4dGTCR09hJyj/xIZdFSIuImYhh5M1qdZ8pxc1clNls8Gk13vtbc3ExJSQkNDQ3ExsYyffp0J7kamzCNlqZcio8sRu8bj3HUbeh07jvSAXS0VeAXEI5Wq7xfoeGZTDntVVqbC8k/9DJaXSjpY+5yKsviE+nllZSQkIDRaHTuY2d7NaKt3e21EBw2kkmzX6KtpYT8w69SXlHNhBl/IiLSvRE8gLmzHrut2W2coJB0Js16gY62CvIPvUJ5RRljpvyemLgMj+JYzM1YLHUIQohH2zswEIW7TqcjPT0do9HIpk2bKC8vp6amBqPRSHx8vEd53lAuQLoa521Jnrfkkrdm33IkkaM6oaOjg+LiYrZv305ISAgGg4GIiIjjRkx5sgA51Mr4E5KY+rWtpJnNZkpLS6moqECv16NWq5k5c+aAL+KhUkxpNTIPNocPSx/lk8L72dGbE6cBes9hA1FMDQSeJDk9PbzCwsKYMGECFRUV+Pj4HHNzy56QJIkNn2/mnaeX0VDeSGR8BFfcdgmXLHDf4nfszNGMnjaSkSNHehRr2/c7efffyyjNreD92NVccuMFXHnLpW4nkYxJI0gelcjo0aM9irN/y0EW//UtynMrCQ4P4sL55zDnzsvR6/W9iL+goKBeXmkRERE8+b5nMQCO7M1l6TMrObIzF99AX8675iwW/PZqt4qxjAnp/GPZE87/Dg0PxWAwUFpayqFDh9Dr9aSkpDhXfAqzi3nrn++xb9MhJOyceWU2dzx+k1slV+poI395+/d8//33BIe5T77KCst58x/vsWv9Xqx2KwVbTCx6ZAHh0corlsnpiTzxxmOsW7eO0EhlNRZAbWUdbz65lK3f7MRitTD17Inc/ZfbiElUlrY74E1Jnk6nQ6VSMWnSJFpaWsjLyyMvL8+ZuMhdg0NPTMmbn7u6j5VK+SQJefNzXx+Xfx+MYmqgSVJgYCBjx44lKCiIwsJC9uzZg5+fn9Mo3ZP9GA6J90lS6iSOBQIDA7FarVgsFsVFC4dK3RsMRjElSRKFhYWUl5ej0+lITk726D4cqjxPDt6W5A0mpjf2C57Ecnh2VVRUEBwczJgxY2hoaHC+OA4kFgwsF62t/JnGspdopZSGsnCiEueSnL7ALUHlH5yJjYdJyxzrUZz6mt2UZP0Ha2c2u9b/h4j4yzGMvAG12vUzyBkncAQhcb8jfaxyh2IHmuuzqC35N9hy2FUZiF/wWVhVp9HWbiU+Pp6RI0e6vO+CQkYwbsbzHsUAaG0uoCj7Vdqbd6JS6QmLOZ/0zLvQ+YQojgsMTmHirOdcfhYaGsrkyZNpaWmhsLCQTZs2ER4qIHZ+RWfLdswWKyX2MwgOfBhff+XSwoCgZCbMfIra777Dx9d9GWJnew15h16iqfZHNF2dZO3eScaE+/EPUO5g7RcQx7gZT1K3fj2+/u4XH81djeQdeoWG6nVYLZ2YmyYTHvoogcGeEWfeqKw0Gg1arZb09HSsVquz5MxgMJCYmCibOxwPr6jhVkwNFUnUU7VWWlrKwYMH0el0zqZoQxHzWIwdyjzvhCSmfi2KqZ5taMPCwhg3bhxarZadO3d69aMNmceUrGLKNQSQ714lCEdd0/vDanHvMQXH1nug5+pOXw8vb7wcPC03FEWRL5ev47O3vqKmrA6rzYZapaK+soE3//IeH7/2OZfdfBG/ufEi2cnFExJMkiTWf7KBNa+tpaKwCtHefTxNtc0se3oVn731FRcvPI+rbr9MdoXW02tx67c7jnpGlWGzWREEgdbGNla//ClfLF3HxHPGMf6sUcTGx/byzBgo9m85yPvPriLvQKHzOuto6eDTN77gmxXfc+YVp3Ljw9cNqARQo9FgNBpJSkqivLycnJwcfvx6A1s/3UXhgRLnebZYrPywegObv9jOrItmsOiR6xRL5jwxdSzONfHWP95j78YDiPZuDzWbxcb6Dzeyce0Wpp07iUWPXk+8QT4Z8SROVVkNb/1jKdu/3e0sYbNZ7Oz4bi97f7qXCaeOZdGjC0gdbZQ/UQyuvE6j0ZCcnExiYiJVVVXOxCU5OZmkpKR+16C3CYun4+x9zc97CJ8EF7eW1FNS1X+YLDElV8o3lAmLHFQqFQEBAUycOJGysjJyc3PJyclxGmoqEU+DXUk73t1aTuJ/B4GB3fN/a2urW2JqOBVTHR0dTs/KpqYmRo8ePaDyZm+JNG9JosGMHQwZ5o3SSqmsrKSkhJqaGiIjI5k8ebLz+mhqasJqVV4UdRUL3BNTkiRRYfqKyqJlWM0mVJINSRAQ7Y1UFb9OTekqIhO6CSo5ZZOni5015RsoLXgHS2fe0XMnIYot1JS+R235x4THXoox42anssnbOPXVOynJex1zezbYrEiA1dxEU/VHCOqviYy5iKSkO9HpPFPWy6G5PouinMV0tu7D4bEkiR3UV3xCfdVXhEaeTVrm3W6JIyUEBQWRagzC2vwWTWVbEUUrapUKAYnO5vXs/HEzQeGnkj7mHrclc+7yoo62CnIPvURL3UaQuq83QbDT1vgTu3/6mYCQaaRl3k1Q6IhBxTF31pN76GUaa74D0aHwt2Pr3MXejfPwC55Ayqi7CItUJiAHo2LSaDRER0cTHx9PbW0thYWFFBQUODs2952PT5TueoNRTA1mAdKTsTqdjtTUVAwGAxUVFeTn52OxWJydsgeidLfb7W4rUJTGHm9l/AmZZQYGBmKz2TCbzS5NwxwYipU0SZJobGzEZDLR1NRETExMLzKkq6vLK4NvGJz3gHIpn/IFLdG7vEVQuIcEHBdj/2OzWDxTTA1W4i1JEg0NDZSUlPTycujb3t6bsjx3ppiSJLHqlY/4atl3NNe1/DKuz3YN1Y2884/lfPLGF1xx6yVcftMlLmMp7d8Xy77hk9e/oK6iXnabloZWVr7wEZ+/u44L55/Ndfdf7XISVIqz4fPNfPCfNVQUVrkcZ7eLNNU3s+HDLexat4+zrzqNkY96pvLqid0b9/HeMyspzipFTpPX1d7F18u+44c1G5h18Qzu+NOiARFUarWa9rpO1r64juxdOb06W/Q8L5YuCz9+vJFNn29h6tkTuf2Jm4iKixzQ8ZTml7H4z2+yf3OW0yOqF4RuD6QtX+1g27pdjJ81hlsfvxHDiKR+myoRU3WVdbz6xFvs/GFPfyLmKES7yJ6f9rN3wwEypozg5t9fz+jJrqXi3iYsPcminh5IdXV1FBUVOR+gBoPBeS8OtcTb1bz3SzTXzJTc7ih5T/n4HXvFlLdjHeRST6P06upqp1G6w1Cz73zYc6y3+3u8V9JO4n8Hfn5+qFQq2traiIiQXzwYLmKqubkZk8lEfX29c38yMzMH/AIwWI8pb3PL4VZMebsA6Ti+vs2DHGVlfdvbDzbPk4Mp/0OqTCuwW2t+GddnG9HeTHXJm9SWrSYy/iqMGTf3+23c/VaVpm8oK3gXm6VUdhtJbKOufCX1lWsJi76I1My7UKsH5q1UW7kZU94SLJ3dTVdEUew+34BGrUalVgM2mms/Y89P6wiOOJvUMfeh0w3MI7Sp7gCFR17G3J6FbO2FaKax+it21nxHUMRpjBz7wIAJqtbmQnIPPEN7c7cXlVYjIKHDbrcjOTpDCxZa6taze8MGAkKmkT72AQKDDS6/T+6+6mivInf/M7Q0bO7hEdV3sI22xi3s27wN38BxpGXeR2iEa4WcXByLuZmcfc/SWLseJDnLCZGO5j0c2nYrPv4jMYy6i6jYmbJxvCVvHPsnCAJRUVG9OjZv2LCB+Ph4DAaD8713MHnecJcA/toUU32hVqtJTExErVZTUFBAbW0tBQUFJCQkYDAYFDkPB2w2W7950lP8GrxET1hiCrpXUdwRU8cqYRFFkZqaGkwmE2azmfj4eEaPHt3PJMzxgw62o99A4C4J0Ckwra7tpBTMz4+W8rl6h7O68ZgC7xIWx+pb39/AnZeDN3JydytpgiCQPi6NsOjdNNe1otS+UKVSkZgez+jJrkkcdzd22pgUohIiqa9qQBIVjkMQiE2OYvSUDJeTrrs4xlFJxBliqS6p7XfNd788q9FqdQgCRMVHMGrySI99qnoiKT2BxLR4ygsqsbop+wyOCCJjYjoBXnTYS0iJI3WMkZKcUrraupwtju12e7/r2j/Yj9SxqYRGhrj8LiXCKDI+kvTx6RQcKqa1UdkLxcdPjyEjieh41+SXUpzQqFBGTRpJ7v58Gqoa+47sdStq9VoSUuOIc6PO8lbF5CrpjoyMJDIykqamJoqKiti4cSOxsbFed3gBzxMBe5+FBwkJQVB1/5tMKZ8cAaVETPnKEFPeJiySJA1q9a7nOJVKRWxsLDExMc7k0fEbGAwG5/PS1diB4NfQRvgk/ncgCAL+/v5ufabUajVms3vvQLmxSvmIJEnU1dVhMploa2vrtQj2448/HhcTc2/mjROBmOpJFjkWHjs6OoiPj2fUqFGyhryD6dqsNC4oZCT11THYrbW4a1Ot9UkiOHyCy+e3uzgBwenofeOwWcqR7d52FFp9LMFhE1ySUu7yPP+gFPS+yXS1F2G3m51jVCrVUVLqF6i14QSGjnHrB+UKfoHJ+AWkYukoQJK6FLdVaYIIDM5w2ZnQHXz9ogkIHkVnaw6ivXuRWKCbZHMQHjZrt/JfrfXHPygNXz/P7A56Qu/TfS7aWw5jt9Y5/+7qFxUEPX4BKfgH9l98dI6TIaa0uiCCwsfR2nwAm7ncxciegbTo/RIJCJJXx3urjHeVHwqCQFhYGGFhYbS2tlJUVMTPP/9MdHS01x2b4cQp5RuqJjdKEEURHx8fpk6dSlNTUy+jdIPBQHCwfPOEwVo2HG9l/AlJTPn6+jpX0iIj5VUOgyWmRFHEZrNRUVFBaWkpKpXKbdcPx9+9fZgPVJLsGKdITMkY9yqRL3IQevyzu8VVD/Nzi3t1mjdJRLdqx862bdsAPDaV96azoicS78mnTWDyaRPY+/N+3n92FQUHi4/uaPf/abQaJp05noUPzSMxRbmzh1KcjAkj+OeKJ8g/XMi7Ty3n8LYj3b/z0SEqlYrR00dy/YPXkjHBvXxYDklpiTz++iNUmapZ8re32bV+39EHu8rZGjhlTDLX3T+HqWdOVoyjhMjYCB567j6a6lt4/7mVbPpsC+bO3mRmrDGGa++5knOuOtNrRj4wJJB7/nYbNz92PctfWs26lT/Q3tSBKIlYrVasVhth0SHMueMy5t5+hdcPHB9fPYsens/CB67lo9fXsvbtr2isaeq1jX+wHxfOP5fr7r8aHwUyT4mYUqvVzL3jcubcfhnrVv3Ah699SmVRb3Wb3lfHGVecyqJH5hMUqlxi6W2HF3fJR0hICBMnTnR289myZQv+/v5er4h5Il1Wur9dleVJyHhM9TXM6wO937HtyjeYLi9yL6Y9k0fHb7B161ZnG+iwsDCvkyTHHOwuYRlqU8yT+N+BIAgEBAR4REwda8WU3W6nqqqK0tJS7HY7CQkJTquGnmOH08R8MMTUUC16Ko3zdi7YuXMnNpuNpKQk4uLi3M453pQNerKPIRHjmBixmKb6QxQfefVoN7qeUOMXNBlDxh0Eh8oryN0RU4HBqYyb8RztrSYKs16hrWkrvQkqAb3/aJLSbyEiepriMcnFsdvt1DfYaLZcAIGz8ZN+wtq5Dbuts9d2Wr2R+NSFxCSc63X+pdMHkzHhUayWuynKeZOGqq+QxN6ewBpdDHEpC0hKnet1/qXR+jNy3L2kZd5BUc5Sqko+RLQ1AN2PcpVKhVYfjtb/LNosk6hvCyKkoYWoKNe+s3J5kVqtJXXUjaRk3ICp4CPKC9/HZq7otY2g8iMi7mJSM+90qzCTiyMIAslpc0hOm0Ol6XtK8t7C0pHvGHTUElhHSOSZpI+5z63CbDCkj9JvHxgYyLhx45wdm3fs2IGfn59Xas7BEEzedI4bbtN0GLwyHrpz6wkTJjiN0nfs2EFwcDBGo5GIiIh+5/xEV8afkMSUSqUa8pU0gOrqavLz8wkICGDEiBEuL4C+cDj3D+dKmsOIU+4mVy7lc3E8CofYt+tVz01tbkr5YGBJhNVqpaysjNLSUiRJcnZc8/QmV6lUAy7lHIgp5sTZ45k4ezwHth7ilSfeoLa0nlMvOYXrH7yGiBj3K0CeStDTMlP4+3uPU3SkhMV/eZOcXflMOXMiCx+eR3K6+1az7q5ZR2lkeW0ZZyw4hYtvPo+PFn/Oke15jJyQxoIHrmHMNM9Nzd0hJDyIe5+8nRsfmc+y51fx7bL1RCZEcPMfFnDqxbOOWRxff19u+f0N3PDQdaxe/AlfLP2GLnMXv7n5QsbMzqCpqYmcnByMRqPLsifwzPtJrVZz9Z1XMveOK/hqxbeseuVjGmobuOauK7n6ris9KvXw5DoQBIELrj2HC649h83rtrHixQ8pzC7mzCtO5c4nbiHQQ3WZN/JpT86DAwEBAYwZM4a0tDQOHjxIQ0MD27dvJyUlxaM51LGP7u5zu92OqHDeXJ5TyfUxOMqZ5TymfP1cK3MHo3oC74gpT5RLjt8gPT0dk8nEvn378PHxwWw2e00Uerq/J0v5TuJYwdM871gRUxaLhfLycsrKytDr9YqG5oMtyfNmHHi/6PlrHedY/HX4dsXHx3vUCaxnrKFQTDkQEj6GCbNepbkhm4M7/wX2QgLDTsOYcbuiMqYnPInjH5jE2OlP0d5WRtaeZ+lo3tFNfI24g+Bw9/mXq3nXarVSXl5OaWkpPj4+pKenH+1afD7mrkb2bP0Xto6t6PxSSUq7mcjY2R4djyfQ6gIYMfa32EbdTknOUuoq16LWBJGYtogE46XH7DmhVmtJG30LKRk3UZL3ARXFK+iytBAeO5dxU+5Cpeq2dCkrKyMrK4u8vDxnc5yB5PsO4igp9SoqTesoyX2bLnMxEfFzGTH2To/VZZ6QN7FJ5xCbdA51VTsoOvIa5oZD+Aefxvjpj+Lr65nlxLFUTLmCr68vo0aNIjU1laysLKqrq9m6dSspKSlER0cfszzv1zBuOJvc9IzZd5ycUbrBYCAuLs65jye6Mv6EJKagm7UdioSltbXV6SPg5+fHhAkTFCVzfeGQxg62BfFAx4H8TedWMdVH+QTy3FR3FZ/rTy0eqL08SVi6urqcnVcCAwNJT08nOzubqKioAU203qyk5ezP54N/f8ryP3/E5bd61l1v3Mwx3PvcrQQEBGAwGDyKU2Wq5s2/vE/+/kIumn8e19x9pdvyOGNGMr999k4qKyuZPNkz5VJrUysrn/+IPT/tZ9YFM1j40HWEhHcraiRJora2luLiYmdp5Pjx49FoNPgF+aLX60lNTfUojtVq5aMla/l21Y+kjE7mhkfnK6rF7HY736/cwO51B9BrfWgqb+GbpT8SFRPFyMnpsuMkSeKbVd+zZvGnBEcEs+iR+Yydnqm4b1qtlvn3Xc28e+bw448/MmXKFIKDg2lubqawsJCNGzcSFxdHSkpKr7rsnT/u5p2nllNXW4euy4+zLj9NMY4gCFw8/3xO+80pbNmyhfPPP19xewfyDxfy+t/fJe9gPm33m7ny5kvdPgRnnT+DWefPYP369UycONEjUsrRzW/3xn1MOnscqX9Pxdfffb06/PIyNJCHs4+Pj/OeDQ0NdT5E+yaFcvHcxersUFh0kOmwJ8l4TDkWFOQSVJ9jrJhyzPPeJleeGmHq9XrS09NJSUmhvLycrKwsDhw4gNFoVOyyI7e/nqgXThJTJ3Es4FBMuevAPBhiypFzdXR0UFpaSmVlJcHBwR4Zmnsb19s8bzCLnsejE6C7cRaLhbKyMsrKyvDz8yM9PZ3Dhw973GF0ILH6orW5AEvzWxzc+gwxSXNITp/vtrtecNgooox/BGDECGWFugNdnXVUFLxMW/NOctQXkpJxG1qd8rPaPyAB4+g/kp+Xx/iZrv2D+sJmbaeq5D1aar7jsDiTxLTbqK03U1ZWRmBgoMvrWe8TSmTirdhsi8jIcO1H2ReiKFJasJqa0g/R+SZgyLhLUS0GoNH4kpp5Bymjbx+QH1ul6XtKct9AUOkwjLyN6PhTFbdXqVQYR16HYcQ8ft60iThDhvM37enHWF5e3qursK++juLsV5FaCqksacE4cq5y1YggEJd8AZFxZ/P9998xctx5Hj1H21pKyDv0EmLLDkpy5zFi7M0uSzJ7IiJmGhEx09iyeTOG1FSPSClLVxO5h16mtuJH0IzD0pXitgNiTwx04VKn0xEdHU1HRwdxcXEcOXKE3NxcjEYjcXFxiiTHYEoAvSV7hltpJUnSMSOmHHAYpRuNRioqKigqKiIvL4+kpCQSExNPeGX8CUtM+fv7H7OExaEYMZlMNDc3ExsbS3R0NHq9fkCkVM+43q6IDdZ7wBV0enfm566IKIWJSXBNTtmtnpXyye1ne3u7s/NKeHi4s/Ob5Wi3v4GuAAzEFHPXT3tZ+dIa8g8WYTGb0Wp13d31lnzOFbddyqXXKxNUnr6QFR0pYem/V3Bg82EsFiuSJPLR4s/4evn3nH/tmVx771zZDmADidNQ08DSpz9gy9fb6WrvQpREfvhwAxs/28LMC6Zx0Y1n09zejN1ud0rm+05knjwwujrNfPDyGr774Efamrvvx/rKBnb/tJ9xs8Zw4yPXYcxIdm5vMVv4ZPGXrFu+npbGbl8AjU6DJEkc2p7FI1c+wciJ6Sx4+GrGzfqFcBJFkc/f+5qPlnzmNIOvLK7m0aufIG2ckesfuo6pp09U3FeVStXr3AUHBztLzwoLC50187VFDXy0+HNKjpiQJAmLxcIz973Esmc/YM6dl3PhPPcyd0/OXe6BfN76x3sc2paNKIpYLBbe+tv7rHn1Uy66/jyuvutKxfI/8Ox6qKmo5c1/vMe2b3Zis9qw2Wz8tHozO7/Zx+m/mcXCh64jTMZjywHHPTtQ0sHR4cXRbcSRFDoSl4SEBJcPUE+SI3N7Z/8/9rjdJRfTjCTJE+uCIMhaiRxrjykHoeUNiWO322UVfnJQq9UkJSWRnZ1NSkoKVVVVTkPN5ORkt4aaNpvtJOl0EsMOT0r5NBqN18SU1WqloaGByspKoqKienV7c4fhzvPg+CifvHkJUYrX2dmJyWSisrKSkJAQxo4dS0hICACHDx8+pt38+qKxbj8lOa/T2XYAHV1Idi1VxUuoKV1FVOJcktOvVySoPJ3/2tvKKMpeTGvDZkTRjBo7DZUf0Vj1FaHR52McdYdiyZcgCAge5BAWSwtF2a/TWLMOu60NtWCnseZb6iq/Be14Ro77HTFxyqSTJ8dkt1sx5S+npnQNor3b59JmrSJrx834BozFMPJOQiLGKX6HJzmRJEmUFX9BWd47WM2/mMHn7HmAouwUktJvIS75XLfHI8g8W1UqFYmJicTHx5Ob9Q3Zu+5FTQlqlQqN2k5p3tNUliwl1jAPQ/o8xWuh+33E/TO8tbmQvEMv0da4DSQ7GpWFmtJ3qKtYQ2T8b0gdfYt7tZUHz15zVyO5B/9DY8233d38RDuS+Se2/bCTkIgzSMu8C7+AOOU4eEcWOcgXB/lXWVnZq2OzXFe5gSyy9R03nKbpg12APNbElAMqlYqEhATi4+N7NSECvGr89mtRxp+QxNSx8h4QRZHq6mpMJhMWi4WEhATGjBmDVqslPz9/0KtwwzkO5P1WdDKrFHJlK0oQBKG7Dbsr83MvPaaam5spKSmhoaGB6OjoXl0OHTFh4JOKu6RKkiR+XLuJNa+tpTy/wuU2DVWNvPXX9/hkyedcfuslXLrwAlmDcaVYh3dm8/5zqziyO9dpZN7Td76jpYNPXv+SdSvXc87VZ3DdfXM9VrP0RJWpmnefXs7O7/dic0EUmjvM/LDmJ376dBOTzxrPnU/cQnTCwNv1tja3seLFD/npk010tPYnCES7yL6NB3jg50OMmjqSefdeyb6fDvP96g20tygTyjl783j8uidJyTRw7f1XUlJUytq3vuzn3+RA/oEinlj4JEkjE5h//1zFckBXv1FAQADjxo2jKq+Wp5/4D5VF1ahUKtRqTS91TZWphpd//zorXviQy2++mCtuuVR2AleatLP35PDWP98ne2dOv/0R6O60+MGLH/HZ219xztwzuP6Ba/EP9Hf5XUpkbVVZDW/9Yynb1u1y2c3P3GHm2w/Ws/7jjUw/bwo3PbqA2KQY2TgwcIVPzwTCQY4kJCRQXV3dK3FJSkrqtZLlmWKqv7Fqt/l5d/MGyRUzRX91KCBLtjvgF+C6w8lgPKaGq8uLAw6fMId5ZmNjo9NQ02GUHhTk2p/MEdOTsuCTOIljhaHwmHIYmpeUlNDW1oZer3fZ1dcdhjvPg+PjFeXtMfadCxzVCDU1NbIkoDfqJ0/Is9rKTZjy3sbSmdv7g6PVAqK9iariN6gpXU1kwlyS0xegVvd/YXa3f82NORQfeY2Olt2Aq67enTRUfUpj9TeERJ5LSuZd6HSu51ylY+rqrKMoezHNdT8iSWaQJMSjpe0qSUKrVSMIhyg6eBu1pTNIGX03/oHJst8nB5uts7sMr2ItotjiYguJzrYDZO++E73fKJJH3kF41JQBx5Ekqdu/qeA9bJZKl9tYOgvJP/AHinMWk5h2AwnG33j1clxTsYWiI4sxt+fgq5UQxV/mD7vdDpYaynJfpKLwPaKT5pCScYNiB0S5fWhpKiD/0Iu0Ne0AycW1YG+lxrSc2rKPCY0+j/TMO2VN4JXyPHNnPbmHXvmFkOoL0UxTzTp21f5AQOh00jLvJSjEdSWEI0fwZgGyZ8fm+Ph44uLiqK2t7dWxuW+34OHukjfc4wajjB+ICXnPJkTNzc1s27aNAwcOUF1djdFo9Fhg4yCzjrcy/oQkpmBwK2mOuuuysjI0Gg1JSUlER0f3uvDUarVTqTNQeCvx9jbpcJQPyo3V+8iX8rlsyqcEhY2tNs89piRJor6+3pkcxsfHM3LkSJdS34HUgbuKJYeCrCLWLP6U8oK+D0LHWfnlxmuobuSbFd+Rlmkkc+ool7Hk9q+1qZXlL37Yi5SSQ0drJxs+3Uy8MY4Lrj1nQHEkSWL14k/Y9cO+XqSUdPQzh7G+Wq1GJajI2pbLZ+9+xS1/vKHfJOOOaPt+zU9s+PRnl6RUT4iiSPauHJ5+8CU6mrpQ2Tyf3EvySvm/2/5KXHycLCnVE6acMla98gnGUQYSFMoIXU2oZYXlfPHuNzRUNKHTdbcctlqtqFT9t22obuSzd74mMS2e6WdP7fe50oO9q9PMqlc/7r4WXJ3fHsM6Wjv5/sOfCI8OZ+4dl7v8PrlYkiSx9p0v2LV+n0tSqidsFhvb1+1C76PngafvdvkQ9VYx5Wr1rWcXufr6eoqKiigqKurVDteThMXcpTQ/y98jKlf6UEH52Hz8j71iariJqb6rd6GhoYSGhjqVqtu2bSM0NBSj0Uh4eHiv82Gz2TxKkk4qqk7iWOJYlvLZ7XYqKyspLS1FFEUSExOJioqioaFhwKTUQOK6GjcYxdRwluQNVjElSRJNTU2UlJTQ1NREbGwsM2bMkFVoettJWenYOtoqMOW9haUzr+/AftuK9mbqKr4gICiNqLj+pWNKeZHd3oUp9y06WnbhrrueJHXRVPcTFcUJGEYsGFAcgNKClTTX/YQodnV7LYoiqqMvi73naTvtzTsw5QUxcsIfXHZbU0J1+Q/UVX4uQ0r1hrnjCKX57xIYnI5OP7BKk8a6A1QUfSBLSvWEzVxKecFyAoLTCA13beMgd+66OusoyXsHc0cujhxBpVIhqFRYLBYkUcRqt6NSq1HTSLXpI/z844k3XOxxDABRtFOc8y5tTbt7kVKuRkhiJ43V31KsC2bkuHtlj0futyot+oSm2p9ck1K9vsRGW+M2CrO1jJ32d0WyzZsFSFfXVlRUFFFRUTQ2NvayzTAajfj7+//Xe0w5Fma9jTmQ0lcHgoODEQSBSZMmUVtby44dOwgKCsJoNB71l5O/5+12+69CGf9fTUz1TRw6OzudPgKBgYFkZGT0S8Dlxg4Ew92txTFWvpRPnpiSm1oFBJeTYbf5eY+ufD1g80AxJQgCDQ0NFBYWYrVaXXa7cTUGBm766S7JSctM4dV1z/Hz11tZ8eIap2qqr9tWyphkrr3vKqafJb8SpJRIBIYE8o9lfyLvYAHv/ns5Wdtzuo+lDysYHhfGZYsu4tIbLpSdyJTiCILAff+8gwW/u5qlT69k85fb6Oo0d082CKg1alQqFX6Bvpx51WnMv3+urBLHHa64+RIuWnAuaxZ/ytfLv6e1sf+96OhOeOPD8/l69besfGM1KkFNsE8IKqsa0e7691Tr1XRK7bRb2lAJAu9uXsx3a9az6uWPqSyudjlmxIRUbnhkPhNnKcvJ5ZCQEs9Lnz/NwR2HefffKziyKxe1WnTejxabFY1aTUxSFFfffaViOZ9SEuHjq+fPb/6eqtJq3n5qGdvW7XR53/gF+XHh/HOYf/81iqWdSh1ebn/8Jq7/3bUsf3E1365aT3tzx9FBOC9yjVbDzAumcssfbyAyNsJtnMGspLnax4iICCIiIpx+X5s2bSImJuYoKeiGmOqUT8QkCUSXtXyAC7LRsT9y8JNRL9rtdq+k6Mej/bCcrNzf399pqGkymThw4AA6nQ6j0UhsbKzzueQu5kAM8k/iJDxBYGAgra2titu4y9UcXkbl5eXo9XqMRiNRUVGoVCqqqqr+a/K8X9M4gJaWFiorK+no6CAhIYHRo0e79XcZCsWUX0Ack097l7rq7ZTkvNZfNXUUWr2B+JTriUk8X3YOU8q/1Gofxk7/N+2tJRRmvUxb03ZcqaZU6lAiE64iOf06WY8hd8RUVOJC2i1TqC1fgY/qADqtFfGoauqX7/AhJPIcjBm3o/cNk/0upTjxyZcQm3ghpoIPqDGtwm6rd7GVCv/gKRgy7iIoRN4fVAlhkeOZee4aKkvXU5L7xi/d6PpA55eOYeStxCSc6fY7Xf2GPr4RTD39DZobjlCQ9QptTTt7EUcarbZ7EdceQKftFJKN1xEWreyz6rpkUM246X+jq/N+8g69SlPNd0hif4W3oPIjPPZi0sbcIaucA+XStbTRt2AceT2FR5ZSbfrI2Zmw17uaoCEwdAbpY+8nIMigGEfumJTgrrQuNDSUyZMn09raSlFREZs3byYyMhKr1eqVXc7xIJhOlAVIRyO0gIAAIiIinEbphw8fdnqtyXl//VqU8Sc0MeXpSlpLSwsmk4na2loiIyOd3kXuxg73qtZgYiqNlXux7WV+3hcOv5W+16dAdymfCyjVtNrtdioqKmhra6Orq8tpgDyQWtZjvZLmwOwLZzL7wplOgqo4qwRBJTB6agYLHriazCn9FVKuYrnbv/SxqTz5/p8ozC7mnX8tY//mQyBCrDGGOXf8hrOvPMPthODJA8M/2J9Lbz+fkaelsOXTnRzafARrl5WgsCAumHcWV4+cWeMAAQAASURBVHtgtO4J9Ho98397DVfffSWfvPkFXyz9hua6FrR6LTPOn8LCh64jKi6i136Lkp3GrnoEQUWITygq2y9TkFqvpkNso8Pc877uJkPOm3s25809m01fbmb5ix9iyilDEARGTRnBoscWePQbgXufsrHTMnl2zZPkHyzg7aeWsf/nQ9jtdqITI5l8wTimnTuJtLS0QcUAiEmM5g8vP0hDbRNLn1nOhk9/xmKx4B/sx0XXn8+8e+e49ZfyJJZfgB+3/vFGbnxkPh8uWcuX735DTUUdWq2GUy89hVv+sFCRkHJgqFeoHH5f7e3tFBUV0draSnFxMb6+voSGhroco6yYcg0JEGQmMLnzqPSg9jZ5OB6lfA6fKLnfQ6fTkZaW5jTULCwsJDc3l+TkZPR6vUcxT5byncSxxEC8RPvOhe3t7ZSWllJVVUVISAiZmZmEhob22ua/Kc9TwnARU6IoUlVVRVNTE4DTANnTkpShUEw5EBE9nYjo6U6Cymo9jISAj98oEtNvJjLGvdG4J3mef2AyY6c/TXuricKsV2hp2IyEHbU2mpika0lImeP2mSingm5sbKSkpISWlhbi4+MZlfkMKsFK0ZE3qK34HGhDUPkTFn0hxoxb3RqtewKVSo0hfT5JqfMoK/qYqpLl2K01CGjwD51Byqi7Pe5O6A6xiWcRm3gWNRVbKD7yGl3tRwDw8c/AMOpOomI9M4N3h+CwDCbN/g9tLcXkH3qZlobNgAW1NoqElOtJSrua9vZ2CgoKnItlKSkpBAT8cj49WYjx8Y1g7NQ/YbH8joKs16kt/wJoQFD5ERl3KamZtyt6jfWMpdyIQU965m2kjroFU/5qyotWYOssA0lFYPhppI+5j4Ag96Wc3iqmPPWlCgwMZNy4caSnp1NcXEx1dTVdXV0EBATIikRcYbhLAAfjMeVtnnesOj5rtVpSUlIwGAxUVFRQXFxMXl6e0/ur52LBQJTxJ0v5XMBdVz5JkmhpacFsNrN37163EuK+UKvVXpmHOcYOt/eA0lidTCmfKImypXkCjlK/PhffUZVVd2v13nDladRztdLHxwc/Pz+nWZuncNwEA02sGmua+OTVL7HMsyuqnRxwEFRvvvAuM06dxpjJ7lv0ApjNZr5Z9gNavZbbf29wO5mkjDLwt6X/x/aNO8nPKmD+Hdd6FAdg+3c72blhL2nGEc7ueg70NBUNCwtj1mmncNGlF5KbncuGL3/mxvuv91jdUVFYyeYvdjDvrrmkj1VeMdJqtVx95xXMuf0y1n+ygcmnTSS0j5l2P+WdJNLYVY8kgo/ogxUrkmTvL6/v85+nXjyLUy+exc4fdxMcHsyIccokkQOiKPLxG5+xb89+JoyfiDt/27Sxqfxj2RPkHszlm8++474/3o3dbqesrIwjR444O7r0bNHqwN5N+/nig28ZlZ5JjBv/rrDIEH731N1c99u5LH15Gff/6W6P5bvlxZV8+eZ3BKiCmXn2NMVttVot190zh3l3X8Vbzy9l/CljmTrDs86One2dvPvv5bRbWjn77LMH9IAeqF+Bv78/Y8aMobGxEV9fX3bv3k1AQAApKSn9ZMjmzv4rkEhHO4fKhXTRgfQXuP670oN6MCt3x6OUz5NxarWaxMREEhISnB4Rzc3NaLVaOjs7PX6GnsRJDBaBgYGUlpYqbqNWq53eKNDtWWkymWhoaCAqKoopU6b0eqHsO3YwiqnBlNV54+Uy3GSYSqXyKA+22WxUVFRgMpnQaDT4+/sTHh5OUtLACAtv8jybtZWOhtVUmBqITXTfRdlBUG36aSlxCUaMacrddh0QRTuN1V9i7mrEPuIRtx3V/AOTGDv9KcpLD1KQu4mpZ97p8e/dVLeDzsbP6exIwcc32umJ1tHRQWJiotMLtxt6Roz7HYGRV5GX9RFTTr8DjcazOdpirqShci0N4dcRFum+eUxS6hwSU66iqnQdweHj8fOP9SiOzdpOce67+AcmkpR6ldvzEBV3ClFxp9BQsxdJEgmP9ixXkSSJ0sJP6WjYiN32O7fbBwQZmHDKM7Q2l7Fh/VJOP+th54t6YGAgEyZMcC6WbdmyhcjISFJTUwkKCqKxdj+2tjW0No8gMDhFMY5OF8ioCQ9iGHkrP3zzPKee/Tt8fJTFEQ50ttfQ2fgBjbUXEx5+ieK2KpUKw4hrSU6/hp1b30Xnm8yEiWd5FMdut1KQ9Tq2DhNwtkdjHBhoHuTr68uoUaNoaWlBq9Wyf/9+fH19MRqNHnXlPB4lgMOtjLfZbMdUGd/XKL24uJjCwkLi4+MxGAz4+fkNSBk/lDhhiSl/f3+XxJTdbncamjs8dWbOnDngFpHHY1VrqLq16N0opuQuM1cXoNJ7nc3Wv2yyoqKC4OBg52rlwYMHvfYs8HRcSV4p7z+zkl0/7sNitrL/x8MkjUxkwYNXe0RQjZqaTkKq++4V7a3trHhpDes/2khrY3e5wbbPd3Hpogu48tbfuL3Bk9IT0AZ4pkJYt+oHPn79cyqLu0sPbtl8D7MumsGNj8xD56dzdjOMiIjol4gHBAcw5eyJHk2s2XtyeO+ZlRzclg2SxJ4fDpAxeQQ3PnIdGROVWySrVCrOucq9xBpAEkU6281YLVZaaUOU7KjUKnz89Oj1OgXyoBtTz/QsUbHb7Xz42iesffsrmutaMJstZG26j/OuOYuFD86TNbV2IM4YR8bUbnm6Wq12rjI4FCX5+fnO7nI7f9zNe898QOHhYmw2G7eefi+Tz5zAokcXkJyeqBjHL8CXSWeO84iUKiso581/LGXXj/vo7OgkZ+tTpGQauO63c5l1/gzFsYIgMOWsCR7JpzvbO3nvuZV8+8F62ls6sVmtHPj+CBffcD5z77jco+vJ2wc64EzAHTJkrVbbq7zM3OWqlM9Bm8uUWeKCbD8KuUtOiZgaapLoWMf0VLkAvT0ijhw5QmVlJRs3bnSap7u6hn4N/gQn8d8DT5XxAFVVVVRUVDjblst5VvYdO9ylfI799WZF/NdWymexWCgtLaW8vBw/Pz9GjhxJREQER44cGfI8r6O9kqLs12iq+wm1vZOS7G2UF7xLQtpNxCae73a8j/9o/D1QkdjtXRTnvEddxadYLQ0gSexa/zPhcZdjzFiEWq3sT+bjF4fOf5JH5TFVZd9RXvAelq5CtKKVPRvmYBFHofK7BGPqREX1mVbrh0/gLI9IqZamPIqPvEpLw3aQ7OTs2YLebyRJI24nInq64lhBEIhNusBtDACLpZWi7CU0Vq9DkjqoA8ry3ybWeB2G9OvcvrSHRSmTZQ6Iooip4EMqCpdhs1ShtlvJ3rGD2rgLSR9zN3of16prB3z8otH4Tna5P47FstTUVIqLi/l5wzK09u/RCCb0gpW9m+bhHzyZlNF3y3peOaBS6dH4TkfngZKts72a3IMv0ly3AY29jfLcndSWvkti2o3EGy5WvJ4EQSAgZLpHpIjdbqXwyDtUm1ZjtzWjlyxs+243kfGXkTrqJjRa93Yf3hI+ADExMYwfP56ysjJycnKcHZvj4+Nl58fj0V3PGx/CwSjjB6OYUlLG9zRKb2lpoaioiJ9//pnIyEiCgoJ+Fcr4E5aYCggIwGQyOf/barVSVlZGWVkZOp2O5ORkQkND2bJly4CScQcG2zllMIopb1bSBlXK5wKOzlYuRh3doP8nNpuNtrY2TCYT1dXVREZGMmnSpF5lk96siIFniVX2nhzef3YV2Tu7PZx6bm/KKeUftz1LckYiCx68hmkKxIY7uXZjbSPvP7eKn7/Y1tvnRoLm+haWPbOaz97+motvOJ+rbvuN7Iu5uzh2u52173zJ5+98Q0N1o2MUAFazlR8/3shPn24kdZKBufdczrRp0/DzUyZa5LD35/0se241+QeLHAY9IIAkSmTvzOHRq/9M+vhUFj58LeOmKz98lSDaRbo6urBarM7ry3Gpi3aRjtZOujrM+PjqZU37PYHZbGb1qx/zxXvf0trQ26Oko7WLz97+mnUr13PGFbNZ9Mh8gkLlV6/63os9Vx6qqqr4YuXXfL9yA00VLajUvzwM7DY7O77bzc4f9jJ2xigWPbaAkeNdezB4cs+X5pfxxpNL2bNhf7c/V49LpyirhCdve4ZYYwxX33kF5119llceWOAgpD7g2w/W09nWw9xegMbaJpY9s4pP3vicc68+iwW/vVqR3BvsypZDhpycnExFRQUFBQXk5eVhMBhob5Mx3hec/+gPOWJdQWal0Sorprwt5TseHlPeJkl6vZ7Q0FBGjBhBcXExO3bsIDg4GKPRSERExEky6iSGBO6U8Q6LAIDCwkKSk5OJjY31OOcbLDHljaq+Zxflgd6Pg1E+ORZqBwK5fK2jo8Pp1xoaGsq4ceOcpruOeEOV57U05VGc8xrtTTsBO4IkOu0obJYyirP+Sln+224JKnckmMXSSvGRN2mo/hpJ7CZHBbptzUWxjdqyZdRVfEpE3GUYM26SJajc5XmSJFFevJbK4uXYLN3XsiiKSIDdbkGnOojKkkNz1UzCw+5FE5Cg+F1KaKo/SPGR1+hsO+A4Eudn5o4c8vY9QIlvGknptxAZ29/83VOYOxsozH6N5rrvu7sG9oDdWnu06937xCTPxTjyBpcdED2BKIoU5y6nsngFdmtd372goXIt26u+ISTyDNLH3Iuvf7TL7/HkRbu9+SCtlS/jTzZ27M6mMqJop71pJwe3LMI3cAzGUXcSEd2/KU7POErPy472KnIPvkhL3QaQet+z1q4SCg/9hZLcJcQZryM57RrZPMJdeV1PQkq0Nff6TLQ1U13yHjWlawiLOZ+0zDsVyT1v3lnhlzyo56JvVVWVc9HX0bG57zvUcHtF/Tcq4wGCgoIYP348nZ2dlJSUUFBQgEqlorq6mqioKEWvvZOlfC4QGBhIe3s7WVlZrF+/njFjxhAcHMzo0aMJCwtDEIReLUAHelHJdfTzBIORW4N3N7lSTB/fgTO9QveOKHxIrxdjSZLoaG9n165dxMTEMH36dJckibcJixKhJUkS/7z7ObZ/t7vPPvfvOVhypJQnb32GKWdP5P9ee1jGuFA+Yfl29Xpe//O7WC3KSV5LQysrn1/Dtx+s558rnyDaRUmXUsJSZarm9/P+0oOQ6g2bzdY9yarU5O8q4dnbX+WuJ2/mrCtOH1AcURT5261PsWfDAcXjQZLI25fP4/OfZNbF03j4hfsHfI2auyx0tXfKXlbOfbKLdLR10tVpJjjMM7lzT5TklfLYtU/QXKfcScbcaWbdih/48eNNPPj8PZx60Sn9tlHuvCLy/O8Wc2hLFnZJ7P6fxY7QZ66RRJEDWw7zu8t+z9lzTueBp+9xUdqofM+vfu0T3vv3yl6G8a72rLKoihcfWcyaJZ/y9Id/JyS8v6pF6SGbf7iQP173V1qb+r4M9o7W3tzBp298wdfLv+OxV34nq0R0Z4oph7772LO8rLq6msLCQg7sP4DdZkPl8IBSaObgPApJQpLZHbm91GjkH/LHw3vgeMR0eA/4+fk5jdJLS0s5ePAgOp0Og8FAbGzsSYLqJI4p5BRTDouAsrIyfH19EQSB8ePHE+iuRrsPhso+wd04GHgzF8fY4RzXlwhrbW2lpKSEuro6IiMjZcskhyLPAziy91801nxBr+eRiznHQVBVmz5l7IyXXBIfSrFqKjZReOjPSJKLcvEekMQ2asuWU1/5BaOmvOjS/Fsp/zJ3NnBg253YLGUAiHZ79zUldOt6f3kht9PW+DMHNm8lLuVOktPnuYwju5+SRPaev9Jc963i8QBYOvPJP/AYFcVTGDv9OVSqgT0zqkp/oDj770iSsgekaGugomAJVaY1jJ/5GoHBhgHF6WyvZs/Pt2J318lPMtNUs46dP64nOeMBktPmyG4q5+21f9tjtNT9CHR3Mteo1UgqFRarFZvViiAIqNVqOlsPkrXjbgLDZjN+5jP9ntPuCLDSos8pOvzPfoRUX9gtVZTmPEdF0XImzlqCX0B/axSlnLK9rYx9P9+G3VqrGEcSO6iv+IT6yq9IyXyMBKPrUsJjVVqnUqmIi4sjNjaWuro6CgsLKSwsJDExEYPB4FQtHY+ufMPpTTWYmN6UAPr6+pKRkYFer6esrIysrCxycnIwGAyKyrWhgndn7FeA2tpaNm7cyOzZs9m2bRuTJ09m4sSJvQzUHBeEt6tax0MxBXg9VlYx5SdPTHUTUK4+EHD1michObeX6Hb/t1lt2KxWJEli5syZZGRkyCp3hqJtsSAIPPj8Pcy58zf4BynLTsOiQ1nw8DU89vLvFNlguX087+qzePCFe0hMd/Eg6PHvOh8dp11+Ck+t/otLUsoRR+6YYpKieXL540w7dzJqjUP6L2G325wPHK1Wh1qrYcSEFP74+oMuSSl3UKlUPPbqA8y56zICQpTlxaFRIVz/yNU8+Ny9Xr2A6n10+AX4OY9HDoIgoNPrCAwO8GpST05P5OkP/8aM86e6iNX7fKePT+VPbz/qkpTquT+uoFar+eu7f+Tq+64kJDwInUaLRqtx+p3YbDbn7xsSGcyNj83nt0/dJZv8KJ3Tq++4gkdf/i2GUT09O/pfOxqdhtMvm8W/Vv7FJSnlLlZaZgrPfvwkMy6YqqgUAkgbl8ITbz2qWB7rqSlmX8glEIIgEBMTw8yZM4mNiUWUJKwWy9Fz3TOw/Hf3O3ZJUtxeq5VX7g13txZHxxVvVMDHcvVOp9ORmprKGWecgcFgoKioiA0bNlBTU3OSnDqJY4a+xFR7ezvZ2dls2bKF1tZWxo4dy5QpU9BqtV4TL457ypux3uRqjjKL4fQhHQxRZLfbaWhoYO/evezevRudTsf06dPJzMyU9e7yxsTck3Ejxj9CrPEOVGrl0iyVOpioxIWMmf6crBpHKf+KijuV9AlPofcbqRhHEDQEhJ7KmOmvyXakU4qj9w1j1OQXEHQzMJu7r0O1RuNyftf6pJKS+VeXpJQDSjlyxsT/O3ru5Dv0AajUQd3nbtpTAyalAGISzyZ9/L/R+7lpSCNoCIo4gwmnLBkwKQXg6x/NpNlvEBJ1PgjKJbs631RGTHhSlpRSUjIJgsC46f8gPu0u1NrejWIEQKvTOb3Yuixa/MKuZMy0J13mL+4UU4nGS8mY/Cw+AZnIL5XRfe7CT2fCKYtdklKgvCjoH5DAxFPfJjTqQlD1OHeS1C+qzjeFERP+LktKOWJ5m+fJnfPIyEimT5/O1KlT6ejoYOPGjRw8eJC2trZhNzEfbrN1OD7KeEmSCAwM5PTTTyc1NZXS0lI2bNhAfn4+FsvAmw15ixNKMWW32/n888955pln2L17N8HBwezYsUO2S5aDxfZWvTQYYsob2XRP7wFvxg7UY6obcvIBweXLmnS0U58kSUiiiF2SUKtUqNQ6BEHl1tPB24TF3UqaXq/n+geu5eq7r2D1yx/z9fLvaW36JaGNToriylsv4fxrz/Go853SPs48bxozz5vG1u92sPz5DynNLXN+5uPvw+mXzWLB764hKFR59dbdfsQZYvnDqw+StT+bt/7xHrm7ChEEFdDt25MxdQQ3PDTPrfeTu+NxnLtr772KDxev5av3v6Wptsn5eURcOJffejEXzz/fa/bfAa1ei1avxWqx0dXR5ZRDO/ZTp9fi4+/jjOPtK25CSjx/ev1Raipqeeuf77P1mx3YLLajcWDkpHRuemwBY92UJbojjHx89Nz40HXMv38uH7/xGZ+9/TX11Q3YbN3klNZPw7nzzmTRgwtkk3hP4gCcetEpnHrRKezetJdlz64iZ+8vLZU1Og2zLpzOLX+8gfBo5cTTnYopITWePy15lLrKOt59ZiU/f7GVro5fVo5TxxpZ9PsFTJo1XjGOI9ZQJAKCIKDV6JwvpHa7Hau1+8GpXDYhc00JAnJXm1aBoBuMesnbcTDwrjngvZmmY6wrn8aeZa21tbUeG/efxEl4gsDAQFpbW/nqq69YuXIlixYtIjY2tp9SZzB5Hnh3P55IPqTeEFOSJNHW1kZzczOHDh0iISGBzMxMj/xavbVscDeu29x5AUlp8zDlr6Da9AF22y+qcrUmkqikuSSlXuuWVHGXF4VHTSE86m3qa3ZRkvMq5o6cHmP1BEWcSUrG7fj4KTc4kXvWOvy5ysrKCAyeT/LIO2isXElL/Y+I4i/lb3q/USSNuNUj7yclqFRqDCOuJyltPqUFq6gyfYDdXv3L5+pQohLnkpR2ndeldQ6ER08lPHoqjXX7KM5ZQlfbQX6xAdERHHE66WPuwS/AvZerEnz9oxk3/e+YuxrJO/RKt5eV+EuuovcfiWHk7UTHe1+WCN3nLnXUjRhHLsRUsIbywmXYzN1llwKg1YcRnzAHXeA5mEwVbNmyQ9Ynya3xe+xMomJn0lh3kIKsV+ho2dtjsIag8Nmkj70ff4WSTnC/KOjnH8PY6X/FYn6Q/MNLqK/6Csn2i1Je52PEMOpOYhLc+8Z6u1jmycJlSEgIkyZNoq2tzWlCL4oibW1tijm13H4OJ9lzIniJuhqrUqmIj48nLi6O+vp6ioqKnEbpycnJXlvGeAqvialHH32ULVu2YDAYePvtt52S09zcXK6++mqOHDlCXV3dgC8cOXz88cc89thjdHR08Nvf/pZbb72V5557zm3r9sEkLI6VNG8SFm9X0nqWIA4ESitpfv7yZojd3fX6P5wdXfn6wmazYZOsSGK3WUvP2l9P9tvbhMVms9NY20RYmPJLt16v5/oH53H13VfyztPL2PnjbhY9fD2zL/S8zWxTbTOSwT15NvPcacw8t5ugev/5DzCMTuTev9yBr8L57onmumYsZtcstCiK1NTUUFJSgtVq5bfP3IUWHW/8/V1qqmt58Kn7MGa4N+50fFdzXbPb7bRaLdfdN4dr7r6CJU++xf7NWcy55TLOmXOGxyqI6rIaouIj+23f13Baq9Og1QV0q+3MdiRBja+fL4KqbxzXcVubWlGpVfgHKivkouIi+f1/HqC+ppGlTy9n/86D3Pv3O5gy2zNTTUmSaKpVLgmE7nN3zV1XMfeOK1jxymrWrfqeK278DWfPPZ3i4mK2bNnisuVwzzjN9a0ezTeTT53I5FMncmhXFs888hIjM0dw2//d6JaQcqCry0JLYxso5zVExEbw0LP3cvufFrHk729zcMdh7v3bHUw5zbNzB1BX2UBkZKTH2zvgyXlwmJ+rVCrni5f1qLTeKqgRJRGVIPQp9ZCgzzXmuNNlzc91Q+MxNZiOK8dDMaUUUxAEIiIiZD8/iZMYKGw2Gzt27MBkMnHzzTdzzTXXMGnSJEJCQvpteyyIqYE2aTheZYBDTUzZ7XaqqqqcDYS0Wi3Tpk0b0JzjtUILO+auWiDGzfc7SJbryM96G1PBV6SOvJm4ZGVT6J4QbQ1Ikvs5qydBlXvgP9jFKCad8Tg6nWc2A1ZLM3bbL2RJV1cXJpOJiooKQkNDGT9+vPOajo37E+bOezhy4CVqq44wbvIfCIkY51EcAJulr89Sf6hUKpLT55GUdi37diyhtWE9SalXkZAy1+N3nY72Snz9Ytye69CICYRGLKa5Povi3MX4+MaQNvYefH09ywls1nbsdotb83K9TyhjpvwfFst9FBx+jeLCzaRk3E3KiPM8iiNJEqKtwQNyT4Uh/WqS0+aSn/0R+VnvkpxyOSkZv/hkJSWlOH2SCgoKMBgMJCYmotFojnrfNmO3W92Sf6ERY5ly2mu0Nhey8dvfExISx6hJD7olpByw2y3dZv246RioD2b0pEewWe8la9+rlJf8ROb43xKb5HlnPktXDT4+A+vACQNbuAwICGDs2LGkpaWxYcMGDh48SElJCSkpKR77XJ4oJYCSJB0XMqzv4qUjr4uIiKClpcX5LpORkeGWexkMvCKm9u/fT3l5OZs2beLJJ59kzZo1zJvXLS9NSEhgw4YNXHbZZcd0R318fHj88ce55ppr0Ol0fPvtt7S1tblVGhyPlbTBlgEe68RD7ye/ii0IrntU9RJMSWAX7Yh2O2i7SQXJJiL2Ia48OeaBnpvWplaWvbCab1f9AJLA7ItncNNjCwiNdPeg0jPvvjmMOXMks2e7J6UkSWL9JxtY89pnmHJLSc5I5OY/LGTyaRPcjp157jTiRkTT2trqESlVWljO0qeWs+vHfai0KgpvLuXqu69Ar9cjiiKVlZWUlJQAOM1cHdfgvU/dTnZ2tkeklNls5qMln/H50q9pbWxj01k7WPTYfJLSlDvEqdVqzrn2DM6ddybp6a7l6X3R0zw9OjGSuXddzjlXuSe01GoN/gFBmO1dCCoXZGCf4Q21Tbzz1Pts+nwrgiB4ZF4OEB4VygNP38O6desYPUlZng/d18MXy75h1csfU2Wq5udVO1j0yHzGzRyjOE6lUnHeNWdhmJjA7NmzARg/fny/lsMpKSnOrmYFWUW8+sQbHNhymNX/XMsliy5gzm2XuX1RGjEujWsfuZxzzz3XowdRV6eZZc9/wKdvf4Ekwszzp7Ho0QXEG5RbPgcGB7DgwaspKipiykzPSKkt325n6dMrKTxcREJ6HAsfmMcZvznVo+TBUQrpbt61dPUmdR1zmU6v7+7a19mFcNRY00FQHRV8ygR2/WedTv53GIzyyRt1kWPu9KZcbjhW70525TuJwaKtrY23336b559/HovFgkqlIisri9BQ+Wf+8SirOx4d/bw1MfeEKLLZbJSXl1NaWopWq8VgMKBSqTCZTAMmwgdKTNms7RTnLqW1cg0d1WZaak4lNfM+/PyVFTUqlZrE1AWU1aQSbzjLo1g15RspLXibjtZsSurj0Uh3E5Po/iU8PGoKhsx/UVlZ6REp1dlRRWH2Ypprf0K02Dm8ew+S/mzq6lqIiIhg8uTJLj3R9L5hpI15mMbOnR6RUqIoUlqwivKi5YjmWvZt/hpjxt0Eh49WHCcIAqHRF6ALOJWkNM8a2vxinr4ftSaC6KRrSUy92u0zMDh8NBNOedlj8tdiaaXg8GvUVX6JJNrcmpc7oNMFMWriI1Q3/0RopHtFN0BF8TcU5byO1lzA9vVfYsy4w63CShAEouLPpbQqjPTM3tddT5+k2tpaCgoKKCwsJCZaT1vtKjQdm9n67etExl9O6qib0WiV3xkCg1NQBy4ic+rp+Pq6f7+w260U5SyloWQpzaou2utOIS3zboJClSsrNFpfEtNuoqF9MrFJZ7iNA1BXvZPCwy/T2nyA5spYdMKtJKZc7jk57AXh41BsnnLKKVRVVXHw4EH0ej1Go5GYmBjZ7xNF0WtrieH2mHLMncdDpSWniA0KCmLcuHGkpaUNeY7nFTG1ZcsWzjuvm4m+4IILeOedd5zE1FBJvC666KJe/+1JG2EYPDE1nHJrGJxxulxMPz8FxZSgkm1TJYkidpsdUew2dNZoNGi1WgT1URVCH2LK0QlP6Ub0NLGqqajjvWdWsP3b3Vi6LFitNtRqFRvXbmHrNzuZddEMbnzkOkIjQxRjuSsbFEWRz9/7hs/e/oq6inqg+/20NLecv970FMbRyVz/0LVuCSp3snCA3AP5vPfsBxzelo1oFxFFCYvZwppX1/L1su+YcfEUxp6ZgZ+/HykpKURFRfU7l57E6WzvZOXLa/h+1QbaW9q7fxe7xJ6f9rNv00HGzsxk0WPzFcktTyeebd/vZMULH1JypNT5t2pTDS8/9jqr/vMxV952KRded25/s28RhC41qi4BC1YQVaAFyV9E0PY/vrrKOt765/ts+XpHL+P5dSt+YP1HG5l9yUxuenSBx6ohOUiSxGdLv2LNa2upr2xAFLv3JWdPHo9d+2dSMg1c/+A1TD/bddcVB/oer6PlcFpaGkVFRezYsYOOxi42rN5Kzq687m6cokRjbRPv//sDPnn9c86fdzbz779Gtqum435391s5CKlvVnxPR2snFosVtVrNlq+2s23dTsbPHsOiRxeQlim/suZpQ4bt63fx7lMrKDnyS8fUioJqnr7vJZY+vZIrbrmESxdeqDhHOI7LLTHVtwHB0cvG0c3PbtdhF0Wnx6BarVao5ZO3mVJKpodbGu6I5y0x5a3EezBlgCdx4kFOEW+327n11lvJy8tj8uTJvPDCCxQVFbFw4UJUKhUBAQGsWLHCSboPFF9//TXXXXcdaWlpPPXUU0yYMIGMjIxenX1dYTDNaoa7rA6GXzGltK9ms5nS0lLKy8sJCAggIyPD6dVaV1d3zD1Be8XuaqQoewlNtd8jSZ2oBBsCAm2Nmzjw81YCQmeRknkvfv7yiyeO54TSM0qSJCpMX1JRuAyb5ZdcRbJXUJT1J8oK3iQx7VaiE5TJLU/yr7bmIoqOvEZ70zYkbEiSiCDYqKtYjaD6gojoixg58h60Wnm1tyfzu91upiRvObVlHyHam0AUQZDobNtH1q7b8A0YiyHjLkLCxw4qDkB9zW5Kcl/D3J71S3xbLRWF/6HatMJZAuiNJ1VPWLqayDv8Kg1V3yCJv3TddZiXB4WfSvrYez0qY3NnBl9e/BWleW9hNZc6n/2Wjlxy9jxAUZaRpBE3EZt0vuI1pRRDEASioqLw03dwaM/TVOVuQ5S6cxG7rZnqkqXUlK0hIvYiUjPvkCU7PenkB93dAQuPvENVyWpEWyMCNkBFW+MW9m3ehm/gOFJH3UVYlPzioqdEUX3NXgoOv0hXWxYOQ3jsVRRn/YPSvNeJSb4Gw4j5blVh3hBTjvlIr9eTmpqKwWCgvLycvLw8Z8fmhISEfvnKYMme4fSYcjwbjgcx5S5HdBjQDyW8ylIbGxuJje1+UAQHB9PQ0HBMd8oTuGsj7MD/0kqarPm5v/yFpHJhreJQLIh2Oxo0aLRa56QoSRKCYxZ38Xzu6jDjF6BEhCk/2EtyTSx9eiX7Nh3s5T/UE1azlZ8+2cSWr7cz6+Lp3PjIAkLC+0/qSmWDDjXRN8u/p7m+d6lWz9NRlFXiJKgWPnwtk06dMODjOrD1EMueX03u3nyX29jtdprqmvnmvfVs/mw7F84/hwn3TZA1f5ZDa1Mry55fxYZPN9PZ7rqbjGgX2f/zQR74zR/InJHBjY/OlyUklH6nDZ9vZtUrH1OeXyG7TW15HUueeIcPF39KZFJ493f2IKQksfsSEo4epmQFmo4SVH4igk5CtIs8edczbP92Fzar6yYGVrOVHz/ayKbPtzDz/Kkseux6YmQM55W6E37y1ud88sYXsp0QAQoPF/OXm54iMT2eeffN4Yzf9F9ZU0pYfHx80Np0fPvmBg5sycJutSGohKPeYb+gramdjxZ/xlfvf8tZV53OwgfnERjcuwTQXcLS1WVm+Qur+HrZd3S0dvb+8OgQ0S6yd8MB9m18lIzJ6dzw0HUuVWHuEoidP+7mnaeWU5xt6vX3nqe7prSWJU+8wwf/+YhLFp7PnDsud6ka8pSYsvYrg+3WQwnC0dLRox6DapUK+1EfKlF0lGf3KPGTjl6DMreWTkbZ5G2pN5xY7YcdYz0htU6qpU58KCniv/jiC+Li4nj77be59dZb2bp1KxkZGXz++eeEhISwZMkS3njjDR566CGvYo8bN461a9dy6qmnOokRSZJob29XJKcGm3MNpxG5I+bx9pjq6OjAZDJRVVVFWFhYr5KynuO8NTFX2s+OtgqKjiymteFn2e5tEjZaGzdwYPNmAkNPJSXzHnz9+pf4OeYcVy+BomintGA11aWrsVtreo/r8e9Ws4nCw49Tmv+GIkGllOc1N2RTnPMaHS17ANFZjuM4DzqtFgQbrfWfsfvH7wiNvpCUUbej1bm2O5GLY7N1UpzzDnUVnyGJrX0HOf6FzrYDZO+6A71/JsaMuwiNmDCgOAC1lZsx5b2BpTNPdhu7rZ7KoteoNn1AZMIcktMXDNijytxZT+6hV2is+RZ6+Gv13lErLXXr2f3TRgJCp5M+5j4Cg5XL1Pp9hSRRWriWsoJ3sZnLZbezdBWRf+BxinNeIyH1BpcqILcEZUsxuQdfpK1xG0g2tFoVdlGDzWbDYrF05ya0U1v2IbUVnxMadQ5pY+7qV+boLs/rJqTepapkFaJNJneVRDpb9nFo++1Hfbduc6kKc+c/2lCzj4Ksl+hsPUTPF0Cpx/7ZrXWU579CZfEyIuIuJW30LWhkSNjBEFOOcWq1mqSkpF4dm/Pz850llA4FkKd5pVxMb0migZaIO8aBd/t6LEv55DDUynivnIxDQkJoael+mW9ubnbr+zMUcCim3D2kB7uSNtwJy1B0a/FVIKboUcrn6CRms1oRjn6nRqPpdQFKvSaj/hNzT5Nkuf1U+s06O7pob2nHbu+9jat7wHFzSKLr41ZKIkSbSEdbp6zHU59vAkHAKkOMuIvV1WWmq6Or1+eS1P1AkSQJUZJQazRotZqjiWc3ISMH2YTFasfcael37lx+BxJ2m+g0BB8IJEnqVrGZPSspEO0iNrMN2tUITRro6CalZL/fCjSroFGNaAar5ainmbv9skuYuyzY3OyXXFc8m9XmIo5Mm+cuC10dZpe/hbuVNKvVhiCo0KjVaHVaVIIK0W4/msiKvULarPaj12n/Y3LEkV3Rs4uIdtGFb1f/ziuSJNHe2klHe4fr73JzTN3dhGQeaH2GmTsttDa1IdpcXwSerhBa+1y7kiNWP5uyboJKp9UiCN3Xo8VixX60a6JjHpO7r7R614nF8ZBbH09iytOE5SRObPRVxG/evFnxs9DQUCehoTvaocpbxMfHc9pppzmvI3//7hcad+r440FMDSbm8ejK5xjX0tLCwYMH2bFjB6IoMmXKFMaNG+fSu8vbeO68RO32TmzWFiSp9xwu4OqJqwJBhSTzfT0XTftCkkTstnYku3Je2jOWKMrnhIo5pdjVHUu0YzvqddjdpEPjGNxn3+xI0sBzV0m0Y7d3QZ9zJ2uSKInY7a6Pya0Kx25GEj0sHZVEJNECDPx6EUVb91iPSNDuOKLMMYGbBiiiFUkpAe21rRm7rUOx26HsXop2+l7NKofdgFYLkoTF0VFYtHbHsbvO85RiSZLt6PF48uyVsNvasVlbXX/qptRNkuwgqOWvtR4QxS5s1lZE0fU7hrcLe3J2BiqVitjYWE455RTGjRtHfX09GzZsIDs7m87OzkERU4OxbBhMnudNPjUYdftgcsRjCa8UU6eccgrPPfccCxcuZN26dcyaNetY75dbOGqz29raFGXjxyN5+LUppnR6neyDzpEIWK1WkCRUajUarQ7RakFy8YBxqKnkMFhiKmPCCJ5a9VcO78rm3adWkLuvoN/Dyi/Ij7PnnM68e69SNL9WWu3z9ffllj8sZP79c3n/+VWs/3BDb5WRBIJKIGNSOgseuIYx09zX68vFmnbmZKadOZkdP+7mvadXUpxlwi7aEQQVAt2JS1BYIBfMP4c5d1ym6D2jFCc0MoTf/vsubnx0AUufXs7PX2zr4cPTPUalVjFu1hhufOQ6t6V8Sg/jc+eeyTlzzuDHtZtY/conVBZV9dsuLCaUy2++mEtvuJC7L34Qa5cNreT56oFolzC3mnno2Xtpa2nnrX++x/Zvd/dTTqk1aqadO5lb/rCQ2CRl01Q5qNVqp3n55+99zUdLPnOWdvZETHI08+67inOuOlNR4q2EUZNG8u8P/kphdjHvPLWMvRsPgEXAbrcd/R/4+Plw+m9mcfMfbiBMplzVHVnk6+/LrX+8kYUPzWPNkrV8sfQbmuv6G7knjUxg4UPXcsp5M2S/y10CMf3sqUw/eyqHdmax9OkVZO3IOXoefiHB9L56zrn6DBY9Mh+/APmSb89L+eQS076G544/Cwh0d34Uj65m2y2Wbh8qlUq2lk+vd11zfzxWtY4XMWWz2bwuAzyJEwtKivjGxkancqnvZ01NTSxevJhvvvnmmO2LXq9Hp9O5VccfL2JquLvyeW0qLgjYbDb27t1Lc3Mz8fHxzJgxw21ZxlAppgKDUxk/80VamvIozHqJzta99J2ABcGXkMhzMGbcht5XfvG7ZylfX6jVWlJG3ULyiOspzllKbfnH/VVGgN5vJIlpNxMZq/wuI5cXSZKETUpA9L2Drq6D6NU/oBKLHF2EfhmvCiA89hIMI2/yqJTP1TNeqwtg5LgHsI66naLs12mo/gpJ7LugJOAbMI7kkbcTGuGZ15IrRCecRXTCWdRUbKI0/w0snQX9tlGpQ7xWSjng6K7X1VlH3qFXXSunBDUBIdNIG3M/QSGpbr/TVW4kCALJ6XNJSptDWfEXlOW9g9Vc2m87tS6KeOP1JKXJ+2e5y7+CQlKZNOsF2tvKyDv0Mi11G+GoOlAQBDQaDWrUSOpxdHIWQT4jsYmuG+PIHQ+AWq0nPfNWUkfdTEn+KiqKlmO3VIPUewFSo08gecQtxCVfpKC+UlZMhUdPJjz6DZobcijIeoW2pp0uCFI9odHnMmLsfYqm9Y7j8kYxpVKpZPdTEAQiIyOJjIykqamJoqIiNm3a5GzC4w3ZM5gmN8dDGT/Yrnzu8Kv0mJowYQLR0dGceuqpJCUl8dBDD3H77bezZMkSGhsbmTt3Lvv37+fSSy/lkUce4cILLzzW++0kptrb24eMmDoeCctQeEw5JsG+3k6iKGI7Wi6nVqlQ9XHjd7Wo0E1MyXPzXV0yMtyj8DTRyZwyiqc//BsHth9m6VMrOLInl4BQfy5bdBFX3HqpR8bBjiRC6QHi6+/Lbf93Iwt+ezXLnl/FD2s20tHWQcbUdO584hZSRhncxukZSw4dHR0Exvgx55FLqCmsY8OHWynNLccnUM+191zFZYsuPmaKhJDwIO7/150senQBS59ZwU+f/IzZbGbqOZO48ZH5JKR41qLX3e8kCAJnXX4aZ11+Ghu/2MwHL3eX9kXGR/TzlrJLdtqkZlSo8BMCFQkqSZAw00mX2AGq7v2ISYzmj68+3O019a/32fLVDiRJYuYFU7n5DwuJinPf5cUTJY5KpeKyGy/mNzdcxDervmflSx9SUVRFrCGaeffP5ewrTvfoN/Bkm5RRBv727v9RXlzJq39+nV0/7MPHV8+EM8Yx/dIJ+Af509bZQrD9/9k7zwApquzt/6rj5JxzZhI5gwSza04YQBHBnHXV1TVscHddXXVdA4oRAQFBFBFRBCXnHGeYPD0555lOVfV+6OlmQqcZjO+f88EwXbdO3apb95567jnP42t3bLjL+6TVapn10A3c/MD1rFm4jkX/XUZncxexqdHMfuJmJl/sGJCymquAxWrZYzP5z4p/UHKqlI/+vYTdG/ah8dBw4Q3nMufJWf3KEZ35cp0xZX8n11LK58QEAUV3qbYsSZi7s9WMRgOyJCH0CSQ0DoCpX4Oz4LeeMXXWfv/mLCPe0W8mk4lZs2bx2muv/aQZ9IIg4OPj4xYwZeWSG6idaRaSu/PwT+FzoLGlLMvU1tZSXFyM2WwmICCA7Oxst8tLzkQF0J04zy8glRGT3qSlKYfik2/R1nwA8CYk+hoShtzuFLyxWs9SPkemVGpJzryLhCG3UXJqIXUVXyLTjKBKI33UYw7L3Oz56tmvvurJcXFxjBhxKyrV7TTVH6I4dz769pOIkjfhcbcQn3YrSqV7sasrU6u9SRv2KGbTXRTnfkBd5dfItOHlN4aE9PvwD3Qt8gKu4zyAsKgphEVNoa56F7q8BRi78lGqggmLvYG4lJvPmFvKah6eIQwd+zxG/UPkn3iHxupvkWUTPoETSM1+GF//hJ/EjyAIxCZeQWziFVTpNlKUswCjMQ+lJpzopNnEp8xw+Qzcfe+9fWIYMeHfdHXVcXz/azTXbgRBjV/IVNKyH8LLJ4quri5KSkrYs2cPgYGBJCcn28Qe3M0gVygUJKbdTELqTZSXrCXn0JsoaUCljSYu9Q6iE1wrVrpLDu4fNIRR57xBR3s5Bcffpq5yI6AkMOwiUoc9hIena7XLwWYwDQQkCggIYOTIkbS3t5OfbylHPXjwIImJiU7FNPr6+72QplvbOiIwd2UDKeX7OW3QW6D/+c9/ev3/ggULAAgMDGTjxo1ndlVumFqtRqvV/iZTvH8tVT5nPlUqpQ2YkkQR0Uogp9Zilk12Fpb+5OZgnSRlh6mchi7HwJQoiqxf9gP7Nh1i3hOzGTPdtcLXsPFZvPrFP9mwdiOp2SkkJCS4bANQnFvKJ/9ZikHSM27MOHz8nH8Qe/l4cddztzPrkRvYv+cAiWkJxMW5lj81mUys/vAbdm3Yw/jLRjNyZO8+tbW1UVpaSn19PWFhYYwdOxbv6d7cMPd6ju0/QXNXI1OmOFcAsVrBiSI+fmkJggeMGTXGpQKgX6AvD/7zbq6YdwmnTuZy8eUXu+XHZDLx7ZIfyD9UwB1P3eZSiQ5g6uWTmXr5ZIpzS0kYEud4RwbpNECFL2rUp8sWFaCnE73czYfUDTD0PFdIZAh/+t+jND7bjGQ2ExLpnkS9wWBg+Vur2LR2C6E+4Yw+x/nYEwSBP9x0IeMvGs2GtRu5cfYNbvkByD9ayJL/riDnvAJufnCGQ/Jyq0UnRPLgv+/m8P4jjBs/nqDQACRJcig5bDV9l4FNK3ew6ZMdzHrkRrLGZDj1o1AouHru5fgnehPoGcSICe7vpOYdKWDVu18z+cJT3HDftXh4OO9TwpB4/v7xM6xeuZpRY0cTl+BcCbJnnz7+9xIO7j5MXGgCGU4UFO2VNwIu0sx7/yYoFCi7/2zNHO2r5Kd10FdRFAdda/9Lk6bDmaV4u9N2MB/oZ+23Z84y4idNmsTGjRuZOnUq69ev5/bbbwfgrrvu4oYbbrApkf6U5u3t7RYwpde7W67Vv+2ZCuQM9L36ueI8q4miSHV1NTqdDlmWCQ8PR6fTkZiYOGB/A71OWZapr/qWtpp1VJfNIyL2Qpdt/AMzGDH5bY4d2YTWM4LUNOdrmdU62sspPvkO5rZ6DPpMtFrnGdMWgOpuEobcxsnju/HwiiYwxLXysCRJlBd/QZXuW/TSWCRpLFVVVbb7Gx8fT0RERK9xEBgyksBz3qe+Nocjx8pJTL/Arfmxo01HwfE3Mbd3YNCPxMPT+Qe0Su1N6tCHCY6+iaOHtzN84nUufVj71Fj9DS0NO6gNvpuwKNdxaGjEREIjJtLaXICPX5LbH88WQvj5eHpHkpJ1Lxqtc3EEjUcAWaOfxmh8AJOxxSXZ+ek+iZTkfYq+cTUNtXfj7+865o2MuwDfoAls37qKSRfNdnsNa28torP+HXIO7ekmL++vsNjTPD1DSc56giOmKYwZPwov74gev3mSkZFBUlISpaWlHDhwAF9fX5KSkvDx8cbcuYlDO74kPm0OYZHOVcatoFtZVTARoZCYMtHtPnW0FtJWM5/cw7tIzroTtdr5d5O3TwzDJ7zI9m3TiI2NIT7B9bcCWJ5TwckPEdu+o6kugLAo15ujp9sOPAvJx8eHpKQkGhsb8fb2Zv/+/fj5+ZGYmEhoaKhLmgr45SkbziTr6dfItvop7de/gkGadSetrc1+razVzmQn7Uwzpn7JnTRXAYS1L5Io2jhXFAoFSqUK7NweQbDHINX9m5N8BKMdYErfZeCzt79gw2c/0tLQiihKvHDHyyRmJXD7n2YyfJJj1RCrRSU6l7S32ol9OSx+7TNyD+QhizJGk5F5Ux7k/BnTuPXRG12COd6+3oREBrsMxvRdBlbM/4L1y36kvbkdSZI4daCA3WsOcNsTN5OYHU9JSYmtLGL8+PH9pF4ThsRx+LBr4YAT+3JY/Opycg/mI4kSJpOZ2/fex3nXT+OWR25wWhYF4OvvQ4AT9UKrGfQGlr/1Bd8v/5GWhhaQ4blb/0XyUIsS3chzXAMZzsoDe5qERJvcjICAJ16ImDFIehtpdS+z8w45Km/ra3q9gWVvrGTdku9pb+7EaDTw7Mx/kjo8kdlPzGTMVOcAlSzLRCa4Vx54Yn8OH764mJN7cxFFkfKcSr5ZtJ4LZkzn1sduclp2KkkSASH+tn45khyOj48nPDycz9/pLs1raEWj1XB423FShydz6+M3uewTQIKbz+nkgVw++OcnnNibiyTJlJ2sYM1H69zqE4B/iD9+Ac4DNrAAh0v/t5JvFn9Pe3MHZpOJP17zDKnDk7nljzcxdlr/PvXNmJJlGcHp7OTAutupVSokWYMkit38IAqUKiUaJxxTv3QG0q+R9WRdy34LActZ+/nNWUb85ZdfzurVq5kyZQojR45k4sSJbNu2jRUrVlBcXMzHH3/MNddcw8MPP/yTXIsgCG4J3fxamfEwuHng54rzTCYTFRUVlJWVodFoSExMJCwsDIPBQGlp6YBjUqs/d9qJogldwVLqyldhNtahQqT45F8pL/yYuNS7CYue5tKfh1eMWxk8LU2nKMl9l87WA4CIVmHkxO6bCQi7kOTM+10CH0qlBx5e0S59iaKJssLl1JatRDQ3WLJ5zUfZvPYbVD6Xk5Z5lV315J7m65+EIFS57FNrcx7FOfMtfZJFtIKJQ9uuJTD0IpIy73PZJ7XaC6XavuhLT5MkEV3BUmp0KzAb61DIMoXHnkKXl0hsyh2Ex0x3eQ6/gBSXx1j6lE9xztvdz0mioxnqq74hKPxiUrPvd1rqBaDR+LoEfKx9Kj61mKqSZUjmRjSCkbKcZ6gt/Zj4tDuJjDvf5TmU6ii33o3W5nzyj/2PtqY9qDBRV15AfeXXBIZfRGrWvWg9gx22lWUZpcqnFyjV07RaLWlpaSQmJlJSUsz+Ha+hFLehpY2uVg25+w9S5JVMfKrrPsmyjI9/qpt9KiT/2H9pbdyDQjJTW5ZPXcWXbvUJQFD44unlztiTKD61iKqSpYjmJjQKI7kHHqQoJ4X41HlExl3g1jnOJHtpyJAhJCUlodPpOH78OBqNhqSkJCIiIuye99eibDiTjKmfM0YcTGn3QO13HWn+lnfSXJWQOWv7U6q1dHV1odPpMJpMlo+LHgp7gJOaF/sZU70a2fld34NMvLXJohK39Sv7KnHFJ0p4fvaLpA5P5PanbiFrrONdMlcB2Z4f97P8f6soOlGKjaug+zL17Xq+WbieHz/fwoU3nsusR250msXirCyvraWdpa+vYPPq7f2UzmQZCo4W88ysFwiLD+b6B67igivPc1h26Kr87+C2wyx5bQWFx0v63esua59WbuG866dyy6M3OgWonJYZtnfy6f9W8uPnW3r1qZsSmsJjxfx1zkskZsZxy2M3upXp5tjk7q5Yzy7TRScyku3/rUCBOwSLjkzfZWDJ68v5bukPdLb25V+QKThazPO3/pOEDEufJl00ftC+ju87yUcvLib3gCVVuOe97mzrYs1H37J+2Q9Mu+oc5jw5i4Bg+wGmI06EsLAwQkNDqaqq4cOXFrJ77X5MerNl4erRJP9IIc/f+k/ihsQw6+EZTLnMPl+GO2V5uYfzef8fC8nZf4ruR2Jz1bNPU66YxG1PzCI4zH6A6SqIMJlMLH/rc75e+B3tzT2yX4XTffrL7H8SmxrNDfdfy3lXnyZGNpvsZExZUuyc9q2vyVipQCzztVJlESEQJQmz2Ux1bTXl5eVERUX16suvARL9Wj7B9Y7hz63UctZ+OXOUEa9SqVi4cGGv36ZMmeIyc/1MzNvb+zebGQ+DU176qeM8g8FAWVkZFRUV+Pr6kpGRQXBwsO19tL67gwGmXLUzmTooOfURDVXf9OZv6l4HTYZSCo//GV1BEvFp9zjlcVIoFE43khvrDlGa9x769mP05aSSZQPNtd9wsG4jAaEXkZR1HxqNYyVHZwTtFuW7hTRUrUESLaWr1o1dGdCq61GYFlGeuw2FeKdT0M0ZXxRAc/1RSk69S1f70dN9sh4nG2mqXcvBug34h1xAUua9bvH22DNRNFCS9wn1FauRxJZ+v5sMxRSdeIaygnhikucREesazHFkLY05FOfOp6vtMNDnHkt6Gqu+Yk/NdwSGnk/K0Af6KdG5a6JoovjUJ1SXrrCrSGfsKiT/yFOUnIojLnWuQ34ld96L1qY88o//j46W/Vh4TnqIGUldlj5Vf0dA6HRSsx/E0zt8UH4swOGn1JQsw0vZiIiIKILRZEKpVGLs7O5TbizRybOJTbpq0H1qayki/9jrtDfv6e7T6Wd1uk/f4h8yjdTs+/HyiXZwzc5jSkmSKM1fRkXxYiRTf+5WY2cB+Ueepjj3LaKTbiEu+TqnPFhnqqynVqtJTk4mISGBiooKCgoKyMvLIzExkejo6F6bcGeq5vd7omz4rZTyDV4+5Ve2gXAP/JoBy2Da/hTt2traOH78OLt378ZsNuPj49NPYQ+6v//s8QQrBMcZU07GpLHLAkwV55Zyz/mPsn7pD31AKSvdutVk8o8U8ewt/+C7ZRuc9s/Rovv2s+/xr7tepehECX2DFXr8patdz5oPv+WRK5+irdlxpp0jwKiiuIr7L/oj6xZvsANKyd0KMGYEQaCxvIX3n1nM2kXrHfqxtrNnC19ewt9uf5nCY8V2AMDT/9/VoeebT77nocv+RGOt/ewrZ5NIfXUDD1z6BGs//q5fn/r6LD5Zygt3/ofFry5zcpx9E7qBTlspqAuTkW18ZgMFGlqbWrn/ksf44t2v7YBSva0kR8c/7vwPbz/3nv3rcLG4f73oW/50w19toJQjM3QZ+X75j9x93sOUnCodsB99p56/z3mJXav3Ixot98ZkMiHL/ceQ7lQ5L973X1566L8OiVqdLZYbv9jME9c9S86+Uz0eVf/zGLqMbFyxmbvOfYicg6fsnsvZwmwwGHji+mdZ9vqq3qCUHV9l+RW8+sib/HXev2x9csgxZftHb7NmVDmyXjmiwmklv/CIcIqLi9myZYuNq8VV31zZr8UxNZisJ3eBqV9iJ+2s/d8zdzPjf+k4T+jmqfs147yOjg5ycnLYtWsXnZ2djBgxglGjRhESEtJrPbHONQMFw1y16+yo5NDWm6mvWN4blLKzlpn0RRQc/RNFuR879efIV+HJ9zh18AH0PQEcq7se/y3LBppqv+bwttl0ddYM2Jehq4FDW2+hrnwJkrkFURQxGY3I3R+2Aqfvi8lQTOHxP5N//E2HfpypBpbmLyPnwP10tR/p16eeJssGmuu+4fD2W+ho0zn1Y8+MxjYObZtDre4Tu6BUTzMZSik++Ty5h150epwjKy/+ipP77qar7SC9gI6+wkmSgaaadezfdCMtjfbjB2dmNnWxf8vtVBYusAtK9TSTXkfhsb9yZM/Tg1LYqyzdwOEdc+ho3ouNfFfur26MbKC5dj37N99AY+2hfudxFeeJookDW++mouBtJHMjAqfXXes8ZTSZECUJo6GMkpP/5NCOh+yOY1dgUW3lTg5tn0170y6cy2QbaanbwP4tN1JbucP+IU5iSkmSOLzzEcryXu8NStl5DmZDBaU5L7F/yx2IdhQKref7qUAipVJJXFwcU6ZMYciQIVRUVLBlyxYKCgps4jrWWG0wYMyvsQE5WMqG31Jm/K9/BWdgPj4+v8mdtJ4p3oNpeybcA42Njeh0Opqbm4mMjGTChAl4enq65ITpa4I1TcLh7/aXUUM3+XliejxvffcyH/xrMXvW7++npGY1pUrJqGnDuPXxm4lPdcxD42x36/5/3MWwSdksfX0llUX91eGsFhgWwGWzL+bqeZc53eF0BIJFJ0by9vpXWPifpWz9aidGvRFJkixjRLZco1qtRqFQkDUhndmP30zaMMcpz84ypuY8eQvZ47JY8tpnFJ/sCWT0nhx9Any4ZOb53HDfNQ65cMDxR2NIRDBvf/sKS99YycYVmx2DU4JA2ohkbn3sRrc4p+w0t6miuQNOWTOmhEEkTvkF+jH/+9dYMf8L1i76nrZGa8Dc36erjClXgcQVs/9AxughfPTiYo7sOOFQ0lrjoWHqlZOY+9StdjOm3FHYe/vbV/jyg69Z/eE3NNY0IYoiZrOI0WhEqVCiUCpRKAQiE8KZ+cgNnH+N/V1cV74uuHY66cNT+eilJez74SBit0BC3yhMqVIy4eIx3PnsHIfk886CCK1Wy39X/5t1S79n1YI1VJc6/ogIigjkxgeu5fJbLrFdu8lZiba94eUCN7ErIS0IhIWHcs4551BbW2vj/IqLi8PHx2dQAYBVJvn3kjFlDXTOZkOdtV/Dfok470zoHn7pOE+SJFpaWtDpdDQ0NBAeHm7hrvR2rlAMPz0w5eUdxYgpSyg68TbNdRuQZUccowq8/EaRkHY3/sGOFY6dxXnJmXfhFzQUXd67GLsKHF+z0p+QqKuIT5uNSuWYusFR/KX1DCZj7PscP/A/ulp/QKW0APqCNS60jTMBrXcW8Wl3ERw22qEfq9nzFZ96M36BmRTnzsfQcdzxtSq8CYq4lMQhd6DWOOb9cRTnaTS+jJyykNK8xdRVrLJlgdk91jOF2JQ73OKcsmcxiVfhF5jRXcJ3EFky20QCZCxCS0qlEkHpQWDYRaRl3++yVMyeqdSejJ2+iJL8pVQVL0U01Tk8Vq2NIy5tHlHxf3CYXeTMouIvxC8wlYLjb9HauKO/Ep3VBLUlu2jow3bL9VzFXkqlmjHT3qes6EvKCxdhNlSc/q1bPVjqFmwxmHwIjb6JoWPusBtjudqADIuahI//5xQcf5vm+k0WFUR7YJugxCdwAmlDH8HHL8HuuZzFeQqFgpGT/0eVbj26/I8xdhWdPnXfY1WBRCbMJHHIbKdA12A39Ry1EwSByMhIIiIiaGhooLi4mOLiYmJiYggJCflV6BP+L2fG/+6BqZ97J22w0rxnsiPWVz3PlcmyTGtrKwaDgePHjxMTE0NmZmYvZn6V2sGjdjDAZEFwiEsJsgJHNYBG/elSvqCwIJ58/WFqK+v58J+L2PfDQaRugErjoWHCxWO49Y83ExblmsDaVSnflEsnMeXSSWz6aivL3/ii10duWEww1951ZS+VOGfmLDjyDfDl/hfu5OJbzuXjlz7lxI5TKGVlN3myzJjzRjL7CecgW08/zhbEMdNHMmb6SPZvPtQPoPIP8ePy2y7hmjsud1lG4KrPnt6ezHt6NrMeuZGlb6xgw/LNtowyQSGQMWYItz1xM+kj01z2yR2zXI99gOpMS/isptVqufXRm5n50A18vmA1qz/8hua60zuFiVnxzH78ZsafN+aMfaVkJfGvJX+hrKCcD/+9mD0b9tvGjytAymrupF0rlUquv/tqrrvrKtYt/Z7lb35OVWkNapUGURTxCvLg0tsuZMa8a5wqlbpTyheTHM3z7/2Juqp6Fr78KZtXb8NkNNuuY+yFo7jr2TlExPZPV+/ZJ1f9EgSBy2ZdzGWzLmbbNztY9uaq7sxHS5vA0ACuu+dKrp57eb+gwmx0FBw6vh6n6eYO3kUPTw8EQSA8PJywsDCamppsgYtKpaKzsxMvL+c8b32vQ5bl3w0w5W67s6V8Z+3nsF+CY8pgcK4m/FP7HUx8aI3zRFHk8OHDREVFMWHCBDw8PFy2tanjDtCnO4p3Go0f6SOfxqC/h6KTb9FS/yOybOhe2VX4BE4kKeM+vH1di8m4UvOzkm/XVW2zqMPpi09fqyKIyMSbiUu+yS2VOHvxV2dnJ6WlpdTU1BASMoMhw++nrnwpjdXfIEuW7GsZBV5+o0lIu8cpyNbTDzgGPwJDhhN4zgKa6o9QkjsffQ+ASlD4EBJ1NQlD5jgF2Xr6cWRKpZakjDuIT7uN0vwl1JWvRBJPZ9lrvdKJS7ubkPBxLvvkynz9U4lKeZb8UzvpavocrbIQlbK7BF9U0m4aTljkLcQPGY7W03G5pStTKBQkDbmFxLRZlBaspLJoMWbj6c1ptUc88Wl3EBV/idPzuBN/+fglMGLSK3R2VJN/7A2aan8ErJt2avxDppM29GG7JXwD8SMIAnHJ1xKbdA1VuvUU536AyXg6I1/tEUFC4m14+k+jqKiIrVu3Eh8fT1xcXK9vPnd8eXlHMGz8Cxj1zRScfJfqsq9B7q4yEBT4BIwndegj+PonOT2PK7BIEASi4i8hKv4Saqt2UZK7gM62E7bfFSp/wuNuIin9NpRK598zP0Upn7PrDAkJISQkhJaWFoqLizl48CCCINDW1oavr2u+s4H6tGe/Rma8dXPmt5AZ/7sHpn6rO2lnIgfsbpBkVe7S6XQWNSlBYNKkSXYHpVpj/2UXrP+U6fVBZ5nQ7A9AGQvhjCRK/doZenBMWS0sKoSn336MypIqFvz9I0SFmT+98hi+bpAig4UDqbainqDwAJfHnnvVVKZfOYUfv9zCxs+3EDM0gtsenIWPj2uZeoDSPB2iWUSp6v9yiqJIZWUlOp0OpVLJQy/eg6fGi0WvLKO5qYWxlw7nD1c6XwB7nqv0lP2U7L5mBagObD3Myne+JDDOjydefNTtybm2vI7ONuclbQAenlrm/ulWZj18A/P//j5leeXc97e7SMlyvihZTZZlCk8Wk5yZ2H9BtFcu2g1QCbLl3wMBpNqa2+ho63QKjIDlfbrxvuuYcc81rHr/K9Yu+457n5vHhPPdC75kWaa6tBZxouuFIjYlhr9+8DT7dx9g6X9XEhsfy7ynb8Uv0HXgJcsyZqOZklOlJAxxTkxuBXPGXTSKFR98QcmhMi664TwmXzrBJjkcHBxMUlJSP0lcKyhSWVpNdFykS+L80MgQnvjvw0y/cRLfLtqIbBa448+3EZ3gWozA6qsop4SsUa5VlqZcNpkpl03mh683sfytVVxw9bnMuPsah+O879xsTUV2dj12S/lkGVkWcCT3oO3BRycIAkFBQQQFBVFYWEhpaSnbtm0jPDycpKQk/PxcP2t3d6YctR0onw1Y7s1ggySz2ewy0OlXpnHWztpPZO5QNqhUql88Mx7OLM5zd9NTkiRqa2vR6XS22HDChAkOuSvtmXWzdKAbrYIgIItVbsXBWo9AMkY9h77rXk4dfZ2a6jrGT3kBDzdIkQFEUY+hswxJch0XhkZOITRyCrUVW6gsWYG+I5HsMXMJCgpyy1dHWymSqLfNWXbVk7sz0AIDH8GUfifFue/T3qrDoJ/A8InuqfTKskxbi+Psrp5mBagsnFMf0Nbow7hznsHT07nAiNUMXXWYzc0uj1Mq1SSl305C2myO7n+LloZDpI9+mMAQ97lDW5pO4ReQ1i/Ok2WZuro6SkpKMBqNxMWNJHri5eg7KyjKeRsv70iSs+5FktQUFxeze/dugoODSUlJsbuZZjZ10NVZh69/gtPrEQSBhNQbiE+ZQXnxGo4dXEhS+jyS0i53u0+iqQpRNKBUOn+vvLwjGD7hX+hKT3Lq6Jv4hwa6BKSsJlu4F2htysMv0PlGrxXM8Q2azI7NHxHgn0NI5LnEp9xgu+9hYWE0NjZSWFhIcXExcXFxJCQkoNVqkWUZQ1cNRk8BjUeAU18ajwAyRz2F0usyanTL8fFqIyX7QfwCXCtWWvvV0VqAn98ol2BYWOREwiInoivaxYlDrxOXMI3kzHku77vVDF3NSOZ6t47taQOlT/D392fEiBFUVFTYyqUdxdU/lc+e7X6tDcjfwubiWWDKiQ026DgTv+74NJvNNuUVlUpFfHw8Pj4+HDhwwOEHxIA/ZgTHlS9dnXo62juQRAmj3oSHlxaN1oLUO5RwB6ISInn8fw9x6NAht0CpprpmFr+2nO1rd6Pv1JM6JonH/v0g0S4U+gRB4Pxrp3P+tdPZsmWLSz9gIRpf+vpK8o8Wo/VSM/nK8SQ+n4harcZsNlNeXk5ZWRkeHh6kpqb2khh96MV7aGpqIjc316Ufg8HA5+98xXdLN9La0EZgjD9B2hC3lAlHTx1B1rh0du7c6dbkUZpfxicvL+XgliNIssTJGwq47fGZ+AU6v/daDy1X33kZXV1dpGS6BqVkWeb7FT/w+btrqC2rIyI+nBn3XcX51063Xaczbh+FQkB085u2uaGFj/69mK1rdiKaREafO5x5T88mNsW5nLBCoeCaeVfgG+/JaDdU6wAObDvEey8spPB4CZ+/upYr5lzCDfde4/JdCokI5pY/3cCoUaPc8mMwGPjyvbX8sHIrZoOZISNSmP3ETEZOHuay7fApWdz/9N22/8/MzCQ5OZmSkhKbJG5ycrKNCLc0v4wVr66hJr8OjaeG6Vefw22Pz3SazQXg6ePJTY9cR1qae1lzsiyzbun3fPDiIgxtRqKTo7jhvqu58PrzXI7djNFDmPe3W5gwwbmEsDWzVJYkOjv0mAxGZBnMJpEAP/vlknZxKZxoQACeXvYzErRaLb6+vmRlZVFSUsLu3bsJDAwkKSmJoKAgh/08U5WXn5MnylHbwQZJZ+2snal5e3vT2uq49Aj+/4zzRFGkqqoKnc6ygRUXF0dISAg7d+4c1Ps4EGBKlmVqyjdSUfQJav0pju1aRnTibcQmX+9y/vbwDCF9xHM07NiBxsN1NrzJ2E7xqQ9orF6HaGrHLCTRGvc8fgGu15qw6GmERU9j165dbvXLAvosoKv9KKKkRlJO4JDxalpaOx2qJwOo1d6kDX2Ejo4O9u/f79KPJInoCpdTo1uBZK5H0gdSVwlR8ee5bBsQMoxhQa+zefNmFArXc31nRyXFJ+fT0rANpdHIiQOHSM64zyUgqFAoCY2+HkE7ncAQ14rLANVlP1Be+BEmQwlKVSgR8TOJSbKMiZqaGkpLSzGbzcTFxREVFWUbp96+cQwb/3Kv2CkjI4OkpCSKi4vZu3cvgYGBJCcnExgYiMnUTsHxd6mvWossdeHlN5rU7IfwD0p3en2CIBCbdBW5hV6ERU10q09N9cfIOfwqQvthdq7/kNDoK0nJvBOV2jkgqNYE4ht6G8NdxClWkySJ6tLPaa9ZweFGPRqvFBKG3EWECxVESZJQe2UzZmp/pVNBEAgODiY4OJjm5mYKCwvZsmULYaFauho/5NSBAgRB5ZSQvacplB4ERd1Mdrb7dB1Vuo0YG/9N/qFmik9GEp04k7iUG13GN97+aXiH3k/a0Klu+TGbOsg//jbVutVIooED274lKfNeAoOz3Go/2I05tVqNh4cHY8aMobS0lAMHDuDj40NSUlKv78C+9nujbPgtZcb/roEpX19fl6V8v9ZO2s/BPWAwGCgvL6eiogIvLy+GDBliI7ns6upyKuvrKGPKajK9swkEyx97HoBBb8DQZUSQBKRuUkNJlOhs60LfacDTy6NXKZ89c5WqDVCtq+GTV5ayb+MhG8GxJEnk7ingwUueYNS5w7njmduIiHW9E+fK3/bvdvPZm6vQnSq3/a2ztYvvF29m73eHmHT5GDKmpOLv709mZqbDD05XZXmd7Z0se3MVG1duthFyy0BNcR3Pz/4XqcOTmP3kTIaNdz7JulJ4ASg4UcTCl5dyYleObUyYzWY2fraZrV/tZOqVk7jtCdcAlSuTZZlvPl3Pl++tpb7yNKlhdWkNb/7pPT5760uuu/tKLr7xfAdf/j0UaOSeGXp9CPoFaKht4qN/L2b72l2YeoCfezceZN+PhxkxJZs7n7nNZbaRO7Z/6yEWvvQpRcdLECVLVmBrQyufvrqCrz78hktmXsDMh25wqezoygwGA8vfWsU3i9bT0tCKJMmo1SpOHSrgmZl/JzErnlsfu5EJF9jP7nI0BrRabS9J3CNHjtDR2MG2VXs5uecU+i49Go0GQ6eB9Ut/4MdVW5l0yTjmPn0roZH2PyRc8RX0PG7jqs0sfX0l1boajEYjGo2GyqIqXn/8HZa8uoKr5l3KNfOuOGMOAaPBRGd7J0a9qde7Z+wy0NDVhKCS8fD26FPGbP+5OHtaWgfP2bqQe3l5kZmZSUpKCqWlpRw+fBhPT0+SkpIIDw/v94yspZQ/NU+Cq3bw8wJTZ0v5ztrPYX5+flRVVTk9xho3DVYJ+bcU55lMJsrLyykvL0er1ZKUlERYWFgvYOlM+KmcmSRJVBSvplq3DLOx0vZ3WWykovB1qnVLiUqcQ3TClU7vc081P0em76qnOGdBd+mfVSBHQiHmcWLPPLz8RpGU+RC+/slu9c2Zr/qaPejy3sfQmWO5LklCEg3I5g20V+8iIvoaUlImoFQ6L4t0FeeJoqGbx+lLJLHZ9ne1oobSnGepKkkiLu1uQiOd8ze5M4Y72nQUnXyb9uZdgIiAjCCYaa3fwKFtm/ELnkpS5v14ejkHI1zF47IsU1X2HRWFCzEbT8fJormOisL/UVawEJNiMmqvaSQkJhIZGen2GqXVaklPTycpKYmSkhL27t2K0rwJlbQfBacrRzpb9nFk5214+Q4nOfMBAkOdb9q5k73bWHeEwhNv0tV2FKlbZU8W26jVfUpdxWpCIi8lOeseh8qO7s41kiRRkreEypKlmA11KBEBNcbOfPIOPUFxTjxxqbc7VQx0534GBASQmR7D8YPLaCjZjBoTZrMCldJMc+169m36Eb+gSaRkP+CUK8rd+bO6fAsluW9j7CpGpTCCoEE0VqM79RrlhQsJj5tBUvqtDjOh3I3zRLOe/BPvUlexGlnsAFlEEGQ6mvdwbOdePHyzSEy/m9AI5wDhmZYAenh42OLqsrIyTpw4gVqtJtHBmD/TmGsgGbFWOxMw7LeUGf+7BqZ8fHxoanKuxvBrkJ+fSVt7O2mdnZ3odDqqq6sJDAxk2LBh+Pv795pAehKu2xuUGq19YEqWuyuo+o41BdCtjGboMnQTfVsOUtoZNpIo0dHWyRfvryE1O5kJF4y1688Zf1Nxbimf/GcpR7efsHPvBMBCNL5v40EObj7CuAtHMffp2U45quz5k2WZ71f+yJfvfU1ViX3CZVmWaKxpZN3HG9m5dh9Xz7ucESNGOJy0HQUsbc1tLH7tM7as3oG+U2+npcXyjxTx3Kx/kjo80SlA5WzRyDl4ik9eXkruwXxkyf7kYdRblNS2rtnJOZdP4LYnZhEQ3H/hdSX9+tXH61jz0Toaaxy/f7Vldbzz7IesnL+ats6eO959ACibK8Hu7/994m32bjjoUIVNliQObTnK/dueYOjEDO54ejYpQ/sHs9bn46hv+7YcYuFLSyg+0YNsvs9tbG/u4PP5X7Fu8fdcMGM6s/94c79yOFcBi8lkYvlbn7N24Xramh2XqBSfKOXv814mJiWKmx+6nulXTul1XldBhFqtRit4sHnJbvb/cNAhd53JYGLLVzvY/s1uxpw3knlP3UpMcm9ZYHcCls1rtrH41eV23qnT7eqrGvjwH4tZ+c5XXHbrhdxw37X9FmBXAURXRxefvLKU0jwdRnN/INzCXCZhNomYmttRqZR4eFs+OBx1QRAc+/P0tv+x0vc6NRoNqampJCYmUl5eTm5ubi8J4p5qrb/GbphCoRhUYOZOwHLWztrPZd7e3m5xTMHgMgp/K3GeXq+nrKyMyspKfH197W6EDZYryurTUewligZK85dSX/Elorm/nLs1UBRNtZTlvUxVyRKik+cSFfcHu+fryU3Vd77qaC+nOOcd2hp3AKa+Dbv/Q6KzdT/Hd8/B238syVkP4+3reNPJUVxZU/4j5YUf2bioJElC6ibiFhQKBEClNNJU/Rn7a78hJOoaEtJvd/gx7SjOM5s6KD71MQ1Va3urE/Yxo76YgqNPUZqXRHzaXQ4BKme8VK3N+ZTkzqejZT89Ve96m4nWhh84vG1LD4CqPxm3szVdlmUqStZQVbKkF0hpNUkULRt31KNWfI1KvwtTx43ATIfndOysC1PbSjxN32E2d2AWRQRBQKlSobBeoyzR2XqIY7vvwNM3m6TMBwkOc5z97qhvjbWHKTz5Jl1tx+gV4PU4XhY7qCtfSX3lWgLDLyI1+360Hu6Vb1mtJyBlVaOzF5Wb9KUUHvsrpXnvEZ10K3HJ1/W6dncAsK6OWvKOvU5L/WaQTahVAgajJfIymkzdhPMyrQ1bOLh1O97+Y0jJeqBfBpo7IFht5Q6Kct7G2OlYiVoyN1JVtIDq0qWERl9JcuYdqNW96VRcxXmiaKLw5AfUlK1EFh29UzL6tuPk7HuQQs9k4lLnEBl3sd379VORpqvVapKSkoiPj6eyspLCwkLy8/NJSEggJibGtv5Y56NfspTv/5fM+N91tOnr60tZWZnTY6w7U4MZlL8290Brays6nY66ujrCwsIYM2aMQ66knuop9gaX44wpB9KpnCY/lyS5NxG6IDtuKuAQFLFepyNSZH2nno7Wzu7Frt9pe7mzfmRJZuf32F4gIcsyXe1ddHXo+/zd8nJKkmVRVKvVlsVRqUQSRadItOOAxUxXR9dpZTOnF2u5BrMDAKZvH/qavlOPQW90qvzas70oSkiiY+4IR8i4JEkY9AaHSot9zWwyo9cbcJQR1d9OA1SyLNDc3OLWDrEsSxgNpm5fAzeTweB07PY0s0lE32mw+1xd7SiIooTYt3bRSRN9p4HO9v5qie4ELKIooVQI3YulgCSJmM1mTCYTSqUShUJpi8cs2Y+ddu+fOwGLKEp2udnsXaGhy0B7SweSWYI+3wCu5mpJkhAUTgjVoTsDr/t4WbY8V8FBSamLR+7paR+YcrSQq1QqEhISiIuLo6qqiuLiYgoKCoiPjyc2NvY3nab9U7c9a2ftTM1d8nP45YGpnyLO6+jooLS0lNraWoKDgxk5cqRDrrrBckX19dnXZFlCNLUiiXZUee1miKu6ufnsr0HO1PxEsx7R3Aa4Ez8ICIISSXJ+rKM4z2zuQBQ7e6gnW0QnFNaYrkcbGQEZyb46ax8/ffstyRKiuRNk94WLnMVePfvQv50BSdTjcuHC8ugkyez0/jmLVyTRiCyZ+vxNtMXolhjCulZLSJKx+/4NbL2QJBOSaAJBRqVUInc/H3M3d24vgAqQJCOi2YGCtKs+ySZk2b13VpZFJHOX5drs+HAef8kOlX7tXpeoRzR39juvO3GebFMJ7H2cUqVCiWVeNJlMCN0AlWhut3v/3PlOlmUJQVDS/6vMzrGSEZOxFVk0Q59PUJe+ZBEEBYKg6lu8Y/ceiuZWTCbH68RPzfekVCqJjY0lJiaGmpqaXorN8fHxZ0zZMNisJ+u1DabtbyUz/ncNTHl7e9PZ6ZzUuWcm0S8JTA22rSAIGI1GDh06REtLi015xV7de09zJeur1Wrs/l12wLBi4wYSBLx8PJG9POjq6MJkNNn9uFOplXh4eTD9qnOYeJFjYmlnAFrGqCH8Z+ULHN11nI9f+pSi46WcLvey/KfWU8PkyyYw+483ERjqegfDXhCnUCi4eu7lXDnnUr78cC1fvvc1TXUtSJKIQqFEqVQiyzIh0cFcNfcyrph9icux4wiYCgwN5I+vPkj9Ew0sfPlTdn23z6YmJvRomz46lVsfv4msMc5Jop3tpI08ZzgjzxnO4R1HWfTKcgqPlWC7f93/0npqmHLFJG794812M6XcMZVKxU33X8eMe67mi/fX8PXH39HS0J8DJCg8gAlXjiVtXCIL/7aM8vJyO2dzZgKCAH+Ydx6Trx3H3rWHOL49pz8gJkDmmCHMffpWMkc75iBwBRhNumgCky6awL4th1j0n6UUHivud4zGw8LLNO/pWx3ypLkKJDw8tMx5fCazHp7ByndX8/XCb2ms7p95FhIZzIz7r+byWy4ZdIp3fGosf/3wz1SX1fDRS0vY/d0+zO1m2/wkihai/+zxGdz13O0MGW6f7NKdjKnzr5nG+ddMY88P+1jy3xUUHO2WBe7RTOOh4bzrp3L7k7fg628fZHfVL29fb+5+bi6rl62hobYRg95gy+bscRYUSgUeXlrL3CcIljJju7iUpYzZEfm5h7f9uddVoKNQKIiOjiYqKoq6ujqKioooKiqylV8Pxn7rwNTZUr6z9lObO1yiZ6KE/GtlTJlMJo4ePUpjYyPh4eG9CLdd+fypS/lUKk9Shz5MwpB5FJ6cT3Ptd8hy/w0KjdcQ4lJud7sUzZ4/v4AUhk98g5amHIpPvklX+1F6fuDKgCCo8Q2aSmLGPXh5Rw2qb7Isg3oUZo9gjOZtqIWtKIXmnhdpaasMJDTmOuJTb3GpCOZoftNofEkf8SRG4z0UnZhPc933/e6fDHh4DSE29U5CI1zzHzmKKQOCsxkx+R2aG45Tkvs2Xe19Mn+w3r9pJGXeazdTyh0TBIG4lBnEJl+PrnAlZQWLkEw10L1Za137FMpAwuNuJC5lpltqiPbMwzOEoeP+ikH/MPnH36apZj0CehuAaDaZQBDQeqWTPvxhQiPdu3/2LCR8LCHhCy2ZUzlv09V6hH4Ai6AhIPRcUrMfwtPbPmWIqzhPoVCSnDGHxCGz0RV8RkXxp4j6/iXJClUQkYkzSUy7xe79c0tdzyeK4RP+haGrgfzj82ms/R6wZJNbsgK7wT4hHj3n4+k1ClGIsQuCuYopw6OnEB49hYbaQxTlzKez9Uj/gwQNAaHnkTbsYTw87Ve0uPomV6o8SMu+m5TMOyjNX05lyTJEY/8KF4UqiKjEW0hIm+VyQ3MwMZCrdoIgEBERQXh4OI2NjRQVFVFSUmIrvx5MTHQmcd6Z0ET8VjLjfxtXMUhzh2PqTHfSBhMADKatVc2isLAQvV5PREQEWVlZveQ/nZn1BXAUJGkcAFM9LqA3Ct3nXRIUAl6+Xpadpy4JUW9GBlRqFZ7eHrZMCZMjCfce12lx5xgkGDYxm/+ufpEDWw/zyctLKc0tw8Pbg6HTMvjjiw/i7eueSgk45wRob28ndXwCtyfdRM72AnZ9vY/25g6CIgOZcs14bn90ttuTiivugZCIYB5/7SHqn2zgo38vYc/6/YiiSGxaNI/+634yRg5x248rGzF5GCMmD7MBVAVHi1B7qLjk5vO55bGbHAICA/WjVCqZcc81XHvnlaz+cC1rPv6W5roWgiODmHz1OJJGxREREUF8fDwrvde41T97NmnSJJpbmgmNDGbClaPYt+4wR7ecwGwSyRw3hHl/vo30Ee6ph7jTt7HTRjJ22kgO7zzKghc+puBIkVuA1EB8gCUleOaDM7jp/ut4798fs3H5ZjpbugiKCOTG+67l8tn2ASmrDYRPJSI2nD+/9Ueqyqp48bFX0R2txKg3kpgdz5TrxxMaF4zKx/KxZI/c3V2eA4Dx549l/Plj2bN5P2//5T0aSptQaVRMu2oyd/x5tkuVQre5B0QJD28PPLy0GPRG9J16JElGUCrw8vZGpRZ6p+c7uF/WHSBH768j5UJ3Ax1BEAgLCyMsLMwmkqDX6zl+/DiJiYlufYwO1Gdfc3c3zFHb30rActb+75k7GVMweJDol47zGhoaKC4uRhRFG1foQPhEBpsx5Q5wp9b4kD7iSQz6Oyk6+RYt9T8AZpQeWaQNfdBtkmzrx5GzmMg/MIMRk+fTXH+Uoty3MHScAEGLqBjGyCl/RevpnsKe1Z/VV0/1ZJVK1c3RNQFBeJKyolVUlSy2qHopgkEzlbHnPu722uaK41Oj8SN95FMYDfdSdHI+zXUbkGUjJime1MzHiIqbNKA+ObN+AFXbUWRZjX/oJSRn3IfWM/iMfYiiaBFaqo5CHfgcvtpc2hu/QjTVoFQFExZ3I3HJNw/qQ9ieaT0CyR7zLEbDgxSceIeGqnUI6PH0y8Yr8Drqm3zJK5IQhWq7/I0DsaCwEQSFvU9TwwlyDr2KueWQW4CU1dyNvxQKBQlpNxOfehOH931IfcVnQLMFkEq4mcQhtzoF9AYS52k9g8ke+xwGw0Ns+PpPaIUckDvReg8hMeN+wiInYjKZ0Ol0HD16tB8X5kA4poLDRhIc9j71tcfZs+WvaCkHQcAvZBpDhj7qkmjd3ThPoVCSOGQWCWkzKS9ZS/6xd0CqRqHyJyL+JpLSb3cLEJUkaVCKxu5mWvUkom9paSEvLw9Jkjhy5AhJSUn4+rrP6XsmwNRgY7XfUmb87zra9PX1/dl30tyRybVn7voURZHq6mp0Oh2SJBEWFkZ1dTVJSa7V0Oz5dBSwaDzsBz5KtRLZJKHSqJDMfXZd7KQXKBQKvIN90BjVGLoMqNUqhB4vrSMeG0mSWLtkPYe3HyV1UoJbgdXoqSMYPXUEJ/bl4BvqTV1DnVugVGtTG0v++xkyMtnnpvcKjmRZprm5mZKSElpbW4mOjuacc87h/PPP5+4/zyXnYB5B0f40Nja6NUHnHyvks7dWkTF2CMEpzpXNwAJQPfn6w9RV1dPe0k5xZRHJWYku28myzA9fbGb7ut0kjo1BnuI6jdsKUB3YfojG9nouvORCl23AwuHzxbtraKhp4rF/RxIU5jxAVCqVXHfXVVx407n8sHYzAZG+REZGEh8f7zLTD7CUc9EHGLWZ0GtHora2lpCIYMZeNgJ/7wAmnzfR7Yl414a9rPzfGvyVgUy8cLzL40dMGsZzHz7Bzk27ufiyC90CpACMRhPfL93E1+9+z5wnZxGd4FxFUqFQcP6MqUy+Yhxim8zwiUPdGnuyLNPS2MZLD/2X0OgQl4TsAP7B/lw67wImTzyHiuIq0kek2j6WCgsLKSoq6iU5bDVJkjh1uID3n1/E9KumcN7VU11eY8aoNG57/kYSIpMICAkgOMw9jgZRFNm6eidfvPENtzx6IylZ9udC2/wqCGg9tShUCiRRsgCvkoDR1Jt/qi/23t0UhVpA46XB0KnH3neUh5dj8nN3Nw6sFhgYSGJiIgUFBUiSxI4dOwgNDSUpKcmuXLY9n7/FjKlfghDzrP3fNGuc5+oDbbDxmhXQGgxxurtxniRJ1NbWUlpaitFoJDIykra2NpKTk382nz2tpTGH9tp3qRMmEB4+16VPrUcgGaOeQ995N4cP7yY+aRyBIa4zb2RZplK3jobqTYjGLCRpjMs2ASHDGHXOezQ3HMdo9qewqNwtUMrC6/QRJmMzsjgVszmU4uJiysvL8fDwIC0trV92alzy9cQkXktT/UHMciw6nc6tj86OtlKKcxbg6ZuGLEe7nO80Wn/SRz6N0XAfXZ3VHD5ajV+Qa5VdgNqKLVSXrcGsT0GW7XO19jQrQFVfc4TDR0tJH3G5mxs7JmrKPqOlMZfO9ufx8jmdmWZV/tbpdDbSZ8u9HI8sz6ax7iCBISPdBqS6OmsoznkHT+8oUjLvQKlyTjKv0fqTOeopjMb76WgtITBkaPc1i5SXl5OTk0NBQQHJyclERET0esb1Nfswt35ITbmBxLQrXV5bYHAWQ0b+hyMHNzB20nkuASmriaJIe+MGDu1cRnLG3fgFOleRFASB4IiLEBUjSIwVCAwd4RagIssystjJ8f3/QKnUOCVkt5pK5YPK52rGTH0JfXsxQWEjbL+p1WqSk5NJSEigrKyM3Nxc8vPzSUpKQpIk9J3FHNwxn+Dwyf34ruyZj18KSt87GDkxHYVShbePc4Vsq4miSGfLDg7uWEJC6pxe12jPBEEgNvEKWjuTMHXlM3TkHxxywfU1s6mLuvJFqJQmYmOfxtMz1K12MLjNQH9/f1JSUmhra0OlUrFr1y6CgoJISkoiMDDQLUD4l47zBrJ5ebaUz4m5Q4oJv95OmjOfZrPZpryiVqtJSEggPDyczs5Olwo0jswZMNW3lE+lUSELEh2GdvQGPUqlEk9PTxSyArPRBW8ToFIpMSqEfoWAfQmqDQYDX7z3Nd9+uoGWeku51+7v93FiUz53/+V2YpN6kyzbs6yxGdTW1iLXOw8G6qrqWfTqMnZ/t9+mDrjhs01MvXoidz87ly5DFyUlJXR2dhITE0N2dnYvBF2tVjNsfBYVFRUuA4/je0+y+LXPOHUgH1mW2bvxEB5+GrqeMHHJzRe4fHFDI0MIDg+iuLLI6XGyLPPt0g188d7X1FXUA7Bn4wGObshl7tO3uCz9AxgyIpWDB51nFgJ0tHXw6esr+HHVVtpbOpFlibumP8KES8Yw58lZhETY34Fra2ujuLiYxsZGssakExcXh4dHn8DDXgmVbKGpBoWljEruVoZ0QjAfHh5OWFiYLbtwy5YtJCQkEB8f7xCg2vbtLpa8uhxdXjlGo5G/z/sP8ekxzHr0Rqb8wXVKeGxKtFuglMlkYsU7X/L5gq/oaOpApVax67u9jJo2nLlP30pCWpzDttaMpKGT3JO+bahpZMHzH7Pvh0MoLEoFfLPoey6YMY3Zf7zZIYBr/fjy9fexZZkJgkBISAghISE0NTVRVFTEli1biImJITExkcLjxcx/4kOqCmtRKBQc2HSYxa8u57q7r3RYZgind8SSM10Dr9Zr++bT9XzyylJa6lpRqVTs23iQ9DFpzHliJkP7CALYm1+tCnz2uML6Ko+qPVTojXoMBgOyYOGg8tB6YDaKvdp7+dgHV89EClitVjNs2DBSU1O71Yj2EhAQQGJiIsHBwQ7v6a8VsLgDwJ0t4ztrP4f5+Pj87HGeI95Ld9oaDI45Da3ZO1Yu1Pj4eCIiIhBFEZ1ON2gwzN24tL5mD7r8DzB05KCQTLRWH2P/pnVEJc8lKs6+ClhP8/AKQ+sZ65aaX1nhZ9SUrUA01QKgMm4l58BO0oY9hn+g6zglIDib5uZml7GX0dBCUc4Cmmu/R5a7QJYxmr6lsXo4AeE3kZU11OnHn0KhIDhsDHV1dS59tTSdoiR3Pp2tBwGJtqYtCHoNpflVJKTd4hKY0Wj90Wj9EQT7IjtWk2WZ6vLvqShciMmgs7Q1beXE3h0kZtzvVumfX2AGCqUd4vo+Jop6Sk59Qn3FaszmZpSiyJEdN+ETOJH4tHtpaJIpKyuzqc3aI+APDhvt0g9AZ0cVxSffprVxG2CmtR5qy1cRGn0VKZl3o1I737jUaHzRdINSYHnfrFyN5eXlnDp1ioKCApKSklAryijJmY++IxeNwoDu1AtUlSwkNvV2YhIud5l9rvaIdguUkiSJ0oLPKMn9EElsoM2g4vD27Xj5jyA560ECg7Od+lEoFASHj3LpByxjvST3dQyNG2hss4zV+sqvCQi7kLTs+x1mxVnHtVrthZcDwEepVNq4MCsrKzl1cgv65s/RqkpQqZS0N26nvOBDIhJuclhm2NOXj1+823NZZel3FB97E9lcSXuniuN7duLhnU78kDsJj3ZeJiyKIj4B2W6BUqJooODkB9SWfY5kaMYkCOz7YTd+wZNJybrfoTphX3+DLY1Tq9VkZWXZFJsPHjyIt7e3TWn1txTnnS3l+4nMz8/vZ91JG2ymldWnvcXcYDBQVlZGRUUFPj4+pKen9/oQOVOfjtpaJc/VWhVm2UyX0cLNpVKpbJ9q1gDLQ+uBIDmZYATbP/qZ0WABpjrbO1n25ip+WLmZjtbePGCyJHN0+wke+sOTjJ4+nDueuY2IOOdpn86CsfKiSj55ZSkHNx3pxz9k1Jv48bNtbP1qF8OmZ3LLIzcwYsQIpy+gM+XA/ZsP8enrK3rzX3VbW0M77z7/EasWrOH6e6/i4hvPdzounfFFSZLEmoXr+OpDO8p3skz+4SL+fPMLpI1IZs6fZroEqJwFYG3NbSx6bTlbVu/A0Nk7yDYZTWxbs4td3+1j/EVjuP1PswiNtNSMt7a2UlxcTFNTE9HR0UycONFhSULfOnZHpInuAlRhYWGEhobS0NBAQUEBJSUlxMfHEx8fbwMbt63byeJXl1Ne0F9RRneqnBfveZVFyZHc/NAMzr1qit1n5c6HgxWQWvPxt7Q1tvWaayRRYv+Phziw+QjDJmZy+1O3kDYsZVB+ABpqm/jwX5+w/ZvdGLoMFvBHbVk0u9q7+Prj7/h++Y9MvWoytz0+i6DQgH5+nC2ygYGBjB49mtbWVjZ/u5V/3/NfqgvrkCS514JnVVxc/sYqrrz9D1x/99X9FkR3+yTLMhtXbeLT/66gtry+1/2TZZmcfaf40w1/ITErnlmPzGDSRRNsghYOz2lvfHWnTKk9VBhMBjqtJO/d1ymKZjr1HQiCAg8PDySThTTdURn0T0Gm6enpSUZGBsnJyeh0Oo4cOYKnpyeJiYn9doL7th2ozzNJ8Xa37Vlw6qz91OZOZjycGTAFg3ufHcUlJpPJtvGo1WpJTk7u9SHSs+xsMNynTuc+G8ixGJOhP0+i2VSNLvdfVBYtIi71HsJjznXqz1lJnigaKM1bTF3Fl0hic6/fBGRMXSc4ufdOvPxGkZT5ML7+/dVy+/py1LeuzhqKct6hrWELsmwEWUbsJjUXAE/lIcTmU9SWXoiPz/0us0qclW831R+m9NQCu/xNSkU7NaULqCtfSXj8TW6Vsjny5Ur5zmwoouDI4+jyUohLu8ctgMpRn6wZZhblwL5Ar0hL/RYO1WxGVmWTmv0wUTHuZW7bs472copOvkVH0y7kPiT3sthOre5T6sq/IiT6clKy7u6n2ObKFAoFcXFxxMTEkHviG47tvhuVUN6HjB3MhjKKj/+dsrz3iU6e7TADyJ2MXysgVVm0GNFUR2+VIYnOloMc2znXohiYcT/B4f3BO3djIqOxjYLjb9NQtQ7R3IECESt7uCzpaar+mj013+MfMo3UoQ/i5d07m9GVAnVP62grobbkv6j0e9EqLQJAJqMlzpCppyL/LaqKlxAWcy3JGbf3y3azbkC646u6fDMlOfMtKpm95moZfUcOpw4+RtHJBOJS5xAVbx84d6cEUJJEinI/prp0OZK5pdtD9/2QTbTWb+bg1m14+48iKfM+p2DimWxAWttptVrS0tJISkqirKyMkydP2hSbo6Ki+vXnpyZq/6na/lKZ8b9rYMrb2/tnDVhUKhWyLA+KON1Kbmm1zs5OSktLqampISgoiBEjRtgt3bDu3g3Wp6NFPS41BrWnks6uPiCRnRIqvcGiVmfNPuhnsuBQ4cpsMrF/8yH+8/Ab6Puo3p02C5O5JErs++EQh7Ye454X5nLh9Y4DJEcL++LXlvPFgq+RxP79liSLwookC4gGkSMbT1B04D+8sPhZEtOdSw/39SWKIn+d+yJHd5xw2M5qdRX1vPPsh3y3dCMvLvsLng7Ik63W11dtZT1P3/RX6itd7H7JMnmHCvjzzS9wwYxpPPivux32x5Ht3XSAVx56E0OXcyU7s9HMjrW72fP9fuY8M5PYrEhaWlqIjo4mIyPDvZImWXZIMN3vUCtAJTh+B6yZPsHBwTQ2NtoAqpiYGN5/bjE5e0+59FNRWMUrD7/B6g/X8vKKF/qVwrmaiKvLa3n82mf6g4d9brksSRzZcZxHrnyKS26+gIdevGdAfgB2fr+blx98w5YN6MgMXUY2LN/E5i+389BL93D+NdN6+XEngFj+xhd89cE3iKKE5VFIiJK1NPp0+6baZj55aRlffbSOl5b/jdiU02nc7sxhJpOJp276Czn781xeU/GJUv5x5ysMGZnCcx885fA4Geyq4SiUChQo6NR39Du+N3Aq0aXvBAQSEh3vAv6UZJoajYaUlBQSEhKoqKjg1KlTNgni6Oho28eoLMu/yk6au1xaZ+2s/dTm4+ODwWDAZDI5XWfOhIgcTu9wD8T6+tTr9eh0OqqqqvDz8yMrK8tu9k5PUZ7BXK+jfhqNbRzbda/lw6+PdevH2MxsLKfoxLPUVkwie9zLTjOM7F1nS8NJcg4+hiw5yMYWhO7NAJnO1gMc3z2HyMS7SEi71WHfHMV5uoIVVBa9bVEfk2WLcEf3+qJWq23glCwbaKpdy8H6Hxky8mUCQ0YOyJcsy5zc/xytjZsctus+EElspKpoPnXlXzFs4gK0Ho5L1e35MhpbObrzHkyGUue+AGNXAQVHHqdadw7ZY//tkCvRkTXXHyX30BP9AanuTEGT0YggCKhVSgRFLrqTD2DS301C6iyX19bXSvOXUVn0DuD8XZSldurKllNfuZasMf91WcrVr70sc3TPn2it34KXRkaUTgu69DWzsYrSnJeoLF7O6CkfoPEI6HeMs/tn1DdzYOs8WzZb9wXY+QKS6Wo7xom99+IXci7DJ/y7T2zhOv5qrD3MiX2P2gEP+7oy0FL3Pfs3/Uhs6oMkDplp+8n6vrqKv4pyF1FeMN+igAc2YnsBTovjKJXINFNd8hE1ZSvJHvs6gaGny1LdU/KTObzzj7Q1bjv9NwfHmvQlFB77K2UFnzBqyvtotL2/k135M+ibOLB1LmaDC7ElWaSjeR/Hds7FP/QCho3/p91nM5h1wdqu73WqVCoSExOJj4+nsrKS4uJiW5wXGxtr2wAc7Ebi/y+Z8T8NY92vZH5+fj9rinfPgGWgZvXZ2trKsWPH2LNnD7IsM2bMGIYNG+aQT8SVup6r63XU7qLrzufDr99h0rkTeg9c6+zQY9GMio3kj397mIQU+6VHgjWZxc74NJnMjJk+kqfnP0pipn3wx9ZMEEgdnsyz7z/uFJRy1rdbHr2RO56fTVD46aBAEiVMJpNNoUCpUqLx0DDuotG8tOLvTkEpy2X1DyKUSiV/nv9HLptzMR7ezuvjvXw9uWzOxfzz0+ecglKOSJfDokL456fPM+6i0TZSeUcWHBnEvGdv4f5/3On0OEfAx7hzR/Pse4+TOjyJng/UTthDbFoU1z92JX4xXvj6+jJx4kRSUlLc59kRhG4w052JTegGpVxLk1pJB8ePH8+oUaNoa2vj/NsmM/W6iXj69r//Pc+m9dTwh1su5J9LnnfIz+TMf0RMGK988U/OuWKiYyC32wJC/Zn79C088M+7+v3mTsAy6aIJvLD4GTLGDun5Etk9Nm5IDE/Pf7QXKAXuqesB3PnMbTz08j1EJ0WgUqssYxUwmYyYTCabCp4gCIyYks2/lv6lFyhl9eUqYFGr1fxzyV+44cFr8Q3s3jWV7fdLrVVz4Y3n8veFz9gv1bPeQ1m2yxWl9dAy8+4b+MM1F6PVOi819Q8M4L4/3cWnP37s8Np/jl0tlUpFfHw8U6dOJSUlBZ1Ox5YtW2yiGDA4KeBfinvgrJ21n9r8/CyZL65ivTNRQj5TRb/29nZOnjzJ7t27MRgMjBw5kpEjR/Yrg+rp05lYjTNzyiWq8SVr7Gv4BZ+H4GLfWaEKITLxXrIcAB2u/PkHZ5I+6hU8vB1nG9iuyzOZpKwXnIJSznzFpdxAWPwjGM0BGLs3fNVqtSXjv3ttskz5Crz8xpIx5i2noJQjX4IgkD7qecLibkNQOC/fFwQPAsIuY9iEd52CUtbz9o3BNBo/ho5/E7+QCxEE5x++CmUA4fF3kDn6Hy7Xb7tKfiHDyBj9Op4+IwDBBu6Zu8efSqVCpVYjKBSotfEkZj43KFAKID71ZhIyn0WtdUxdAICgwMt/NNnj3xowKAWWezp03L+ISr4LhSoQpUKBRq1GpbQKMRkRJak7nNASGH4pI8951y4o5ZIzzCOAUVPeIzDiClA4j/8VSj8iEucxdNwL/Z6VO3FeUNgIhk18F++A8SA4X3dV2miSs5/tBUpZ/YBrECEpfTapw/6Jxqt3Fr8V8FWp1UiyjMloQlQkkzbylV6glLt9EgSBYRNeIjrlfpTqkJ4/2DlYjX/ohQyf+FY/UApcx5Vaj0BGT/2I4KhrERQ9hGvsAImC0ofw+Nlkj/3LL7IBaTWFQkFMTAznnHMOmZmZVFdXs3nzZvLy8jAYDIOOLc8kVvstZcb/rjOmfH19MRqNGI1Gp6omP0WK90AQU1mW0ev1NDY2Ul9fT1RUFBMnTuzPu+PE52CAKVf9jE6I5t/vv0BhbjFv/fMdDu4+bJvAZCApLZFb753JeZdPQxAEPn9vtYP+Ob4GK8fUiMnDeH3NMPb8uJ9FLy/rVU4lKATSx6Qy9+lbSR/hnDDQ1sZBeZ0gCFw262IunHEui99YzrpPNtDV2nU6pVeAUecN476/3mkrQXNljlLXPb09uevZOdzyyA0sfnU5P6za2qv0Teut5co5lzLzoRkuSah7mj1fEbFhPDP/cSpLqvjo30s4uOlIr2cbGh3MjHuv4uKbXPNZufp92MRsXln1T47uOs6iV5aRf6T3bmt8RgznXDeeiKQwYmJiiI2NHcQOgmC9GMt/ydZAsm/f7QBRA5gDg4KCCAoKoqmpibCIMIadn8GJrXnsWXeQjpbTmTJaTy3nXTeVOU/OcqpS6E4mU0RMGH9+64/UV9Xz0UtL2PzVdsw91Cn9Q/y45s4ruP6uqxwuNu6q3g0dl8Wrn/+TU0fyeev5BeQdKOz1e0xKFLc+frND7ix3/QiCwMU3nM/FN5zPtm92MP/vH9JU2YxKpbIEtGYTCUPjuPv52xkzeZTD9Hh3fHl4apnz+ExuffRGVr2/hs/eXkV74+lnpVKrmHzpeO54do6NQL2ytNrpOR09t+DwEB78+7088tcHeP/Vj/n2i/UYG5tRdA8yH18frr/tWuY8dItLpawzSfF2dV8UCgVRUVFERkZSX19PUVERRUUWPjqTyTTg3bRfgnvgbMbUWfs5zKpa2d7eTlCQY1LswcZ5Z9LWYDDQ1tbG/v37iYiIYNy4cXh52VfxtOdzsHGes3YeXmFkjXmBzvZKCk/8l/bm3YBk+whUaaKJTJhFdMKVbr2zzoCwgOBsRp6zgIbaA5ScegtjZ8/MVwGFdgipWfcTHO6axBvsAzgtLS2UlJTQ1BRIZMpraIRj1JV/auOyApBRotKOZNi4P+Ht6wIQceILsBBMZ9xFQtpsinM/pr5yda/sFUnW4hd6BalD70OjcV9py54vrWcwWaP/ir6rnsKTb9Favxk4XWkhKAKJTJxJXPJNLomyXT1L/6AMMsa8xqmcTdSWfoxWVWrJhpEkBIUCjUciMcl3EB4z3e0+ObLI2IuIjL2ImvIfKSv4oE9WmAIv/1GkZj+Mf1D6GflRKtWkZN5BUvrtFJ9aTFXJMjA3Wn5TqTCLAmZpGCmZD5CUMszpGuhSEMAzmKFjn8doeJiCE+9QXbYG5K7T7ZW+hMfOIDlzrkP+I3cz1v2DhjB6ylu0tZRwdN9LmFv39vpdpYkiNu0Oh9xZ1vfVHV+RcecTGXc+tVW7OLL7JRSczjRSCAq8ArIIj59HQ7MPR47VE914gsTERNs85251j1KpJjljDknpt6ErXEXBifcR5LrTBwhK/ILOIW3Yo3j5OOYedifu0noEkjX6acymhyjM+Yi6iq/AVH/alcKTkKgrSM2+D5XauaDWz1lW15M3t7GxkeLiYrZs2YIsyxiNxgEpNlt9DpaywV1Q65eI8373wBRYApafA5ga6E6aJEnU1dVRWlpKV1cXGo2GMWPGDOgj3vrQB3O9siS6Fegkpyfy38Uvc/JwLm/9811aW1u54Y5ruXLG5b2OU2vsX7cgYCnng34oVV+Op/HnjWH8eWPY8vUOlr+5iqiECIaen860i6YQGOh8l8lyessL6ggsMhqNNi6HEedmcfmtF7Plix1s+GwTwyZnM/qSYcQmxLgFSlkzrJxxTIFFPv7uv8xlZjdAdWjrEaZfM4Ww9EDOPf9ctyYGg8GAVqt1ynMAEJUQybPvPkFFcRUf/3sxFcXVpJ+TzJ2P3+52AGwwmNwCWGwA1Z4TLPjbR5jMRi6cdS7hiSHExsYSExPjcixb+9XX+s1lwulCUEEWLLTUTjil+pp1XDh67wMDAxkzZgwtLS2ER4STOSWVk1vz2LluH+ddNZU5T97iFJDqaVI3j4WrSTskMoQnX3+E6TdO5usPv6Msp4I/zLrQLv+So346un99bcjwVB557V4KThax44u9VOtqmPnwDKZf6Zw4smdg5K6vKZdNRvYVMTdLrH5/HSq1ijlPzcQryIPS0lJ2795NcnIyoaGhvZ5Vz+wsd3wplUpuuOcaUsbFc3TrSbZ/tZv4tFju/stcwqJ6q6joO7scnMXSR0m2nxmm6Z7T/AL8+OMLD3Pfn+/mL4/+nZIcHZPOHc9dT8zDy9u998pkMuI4Id2xDQQkEgSB0NBQQkNDqaqq4siRI2zbto2oqCgSEhLw8XFvDP8SpXxn7az9HKZQKNwiQLeC5oOxgcSIVhXT0tJS2traUCqVTvkVHdlgs7Rk2X65Ul/z8oli6Pj/0NZSSNHJ/9HaUoV34JWMGu88a6mniaLBLbL14LDRBId9TF3VDkrzFqDWBNAhTiEpbRrBYe6qnJ32JUmSTT25ra2tD2XAEBJSr6OsaBU1us/w8stCUl2Il0+EW6CUhSrD7DL2Uio9SMm6l4QhcyjO/YCm2s0Ehk2nrCaVxIypaDSu1wlLnzQufXl4hlgAqs5aCk++TWfbSTrlUQwde49bcbLVl7V/fU2v11NaWkpVVRXBwdGMP+8DJHM5uYdfpbOjgfRhjxEa6Tx26OvLHfLp8JjzCI85j5ryzZQVfojWI5TU7IdcKtgN1JdCoSQ5Yw6JQ2ZTcupTTh3/kNCwyQwZ/gitbRKFhYWUVWyxkX33jdFPc76ZUCqdx7hWxUC1z+VUFC9CRS4hUZeQnDnP5XVa46+e48KZ+fonEJ/+DGWlR/FUbqWzNY+Y5FuJTbraaduem4LuPquwyIn4RT1NoG8brXUrEcUOkjIfIDRiAgDxWISOioqK2L59OxERETYlv4H4EgSB+JTraTdk0Nm6B7FjPRqPcFKHPoavf4LL67T6c8eXSu3NkGEPkpJ1Dz9+9wIqDhAYNp4hwx62m41lzyxlwgPfQBgIoGWt+ggODqapqYk9e/awd+9ewsPDSUpKsmUNu+Pz/4c473cNTHl7eyMIAu3t7QQH21cngJ9/J00URaqqqtDpLPXHcXFxKBQKqqqqBpxZInTX+A5kJ622OpfdW9+iovwgAYGpXHDps4SGp7pslzkinfkrXyc3N9fuddorTVKplSg9FbQ2daDSKpH6cMo7IpmfdsVkpl0xGYDdu3e7BEqsanRffrCWtsY2pl49iSHnnJaNNxgM6HQ6Kisr8fPzY+jQoQQEBCAIAjfcey033HstAMeOHXPpy6A3sGL+l6xf9iNKlYILb55O8ljn5X4Avv4+3Pf3O2z93rp1q0tfzQ2tLHplKdvX7iIkKoThF2YwZoxrSeXoxEieXfAkAJs2ueA/6Layogo+fnEJh7cdIyjGn8iAaNJHOg8IZFkmKjmcmc9ci9FoJDExkZiYGJdgmzXbqvikjtHnjmDu07cSEetOQCqgUCmQRcf3rW+N/g9fbmHZ/1bSWNvMedc6z3ry9/e3kXmHR4Qz9LwMS2CicT0Bi6LI2oXfsX7pj3h4enLlnEuYce81Lt9p3wAfZj0+g/R093cDO9o6+HbRDxz64RhB4QHc+MC1XHj9eS6Dj6iECP7+8TNu+5EkiZb6Fv5+10vs//EQSVnxzH5yJqMmD3fZbsQ5wzjvyum9/m6VHD5x4gRqtZqkpCQiIyNt4G55YSV/fOXP5B8pYsSUoS7VCa39OveaKcx55BaHxxi6+vNsKVQKFBoBg2jAw9MDs0Hs9z56ePUOZDw9Pbjo+vMYP368baPDlcmyzMG9Szi4/W2O71UxdNRNjJs8D43GOZec1SRJGhRngbe3N2q1mvHjx1NcXMzOnTsJDQ0lMTGRgIAAp23d5Q9w1NbV+/9LkWKetf97JgiCWwrMP3ecJ0kSNTU16HQ6TCYTsbGxxMXFUVBQMGBQyupzIHFeR5uOopz5tNRto1WdQIDPnwgIGeayna9/MsMnvkFRUZFTBcGe1lR/iNJT76HvOIkoZBAQcSvgnLgcIDRyMqGRljjv4MGDLvt3mqj9E8zGanyCzkOSRnLgwAG6urqIjY1l6NCh/eZLQRCIS76euOTrATh16pTLOUiSRHQFy6gpWwGSCd+Qy5BE1yq4KpUnqdkPAg8CUFG/2aUvk7Gd4lMf0Fi9DqXSF6N5MpI0xKUvS7bb3wDYsWOHW9kJXZ3VFJ18m9aGbUhd/jTWehAePcnyW1cXpaWlVFdXExISwpgxY3psZmSQmPUvdDodoZGuY1CAlqYcinPmo28/iqfvKJIyH3BJaA8QHjOdiNhzB7TuVZdvoeTUOxj15QSGnk/q0Afx8HS+waxQKEgYMou80lAyRp2LVqvF0wvCwsKor6+noKCA4uJiG0ClVquRZZma8jV0VH/KzvUKwmKuITnjDpeKgQqlJ0GRtzBsmOt30Gpms4Gm6hXsLNuOQulNdOItxKXc4BTAkGUZtTaMEWP+7bYfWZaRpXaO7f0LTbU/oPGMI2HInUS4EDqQJAm/oGzSMi+w+7uvry/Dhw+no6PDFoP4+/tjNlRxYNsDdLQcxMtvGMlZDzglFLdeY0DIFFInznW7XwD69pMUHH6VfLEK/5CppGbf7zTDCizZWlrfC8jKetgpVtD3+spL1tJU9l/aq0x0Nl9NcuadLkUVrDZYoMfT0zLuJk+ejE6nY/fu3QQFBZGYmOiwNPxMfVrb/lYy43/XwJQgCL/qTprJZKKiooKysjI0Go1NAlKhUFBXVzeoNG1wfydNV7KXvTveob7meHfmkoLG+mN88eksouMncc65fyQgKNYtf/auteciotaqEBHpMnQhdUqWumODHoVSibenN2a95SOwb8aUPXOWkSSKIl9++DXffPJ9L0Lp75b8wPef/UjJnArG/WEkDU0NBAUFMXLkSKdosrPdvs72Tpa+8Tk/rNxCZ9tpUvjPXl+Np7+W+seaufyWS9x6EZ0p7AHUVzew8OVP2b1+P6Zu5cKKwkpKcko5tP44tz0xk4kXjXPpx+rLWWBUnFvKwpc+5ejOE0iihCxDRV41T93wV9JHpzLnqVn9SihlWaa+vp7i4mKMRiN+fn5IkkRCQoLTazm0/QiLX/2MwmMlWLNH9ny/n/0/HmL0uSO4/U+ziEqIdKtfzsyq3LbsjVVUl56WXv52yQZ+XLWFaVedw9ynbsEv0P5Y8PPzIzMzk61bt2I0Gm1ZJ0lJSf0yz0RRZMW7X/LVB9/QVNeMJEkYO00seXUFX320jktvvYibHrjO4ceIuyVsYBmDC/+zlHVL1mPUW0q0qkpqeP3xd/j09ZVcf89VDsfgQKXG66rqefPZd9nz/QGU3WUBeYcLeXbmCyRkxnHLozcy6aLxA+qTlcwxLi6OiooK8vPzKSgoQGlWs/x/q8jdX4C6e7GzqhNmj09nzpOzyBhlP1B3JzVc34OsX6lWgkKivbULDWoUSqVNXc/TwxPRKNo4sTw8+5dTu7uzJcsyxw+vZt+Od2lvr8ZsNoGs5OCe9zl2cCmpGZcxefr9eHoFOD2PKIpulXXba6dUKvHx8WHo0KGkpqZSUlLCvn378Pf3JzExkZCQEIcEnmfJz8/a79XcifOUSmUvwZmBmDOQSBRFKisr0el0NjWwiIgIlEolLS0tP3uc19xwnNK89+hsPQRICIII5kJyDtyHp89wkrIewS/A9UakO5lPtZXbKCv4EGNXvu1vsvkwjbqjnNCfR3LWQ3h4uZcB5SzOk2WZ8uIvqSpdimisAizzfmP1GpTit8ja8xk39o94eLqX1eBaOXBRt3Jgi+3vzTVLEY0aik/piE+9xWWpXM9+OfJlNLRQlPMuzbXfI8sWTkCz1IHCtJy8A1uJG3InUXH21cYG4gfsK9+plZUUHXsCXX4yCs/LaeuyqBePHTvWYVmQO5sKzQ3HKcmdT1f7UaxxXmfrXo7vnoOX3ygSMx7EL6C/2vBgrLp8EyW572LsKrL9ralmHXtrNxIQei6p2Q/h6e14DNrjV7JmHoeEhNDQ0EBhYSFFRUX4e+ZgbPsOs7EGpSAii2pqShdRW/4FIVFXkJJ1l0PFwIFsxoiigcKTH1JZuAzoQKVUIort6E69SkXRJ0Qk3ERimv0xONA4z6hvJu/oKwjt39FksrQzduaTd+hJinPiiUu5nagE+2PQXV/e3t5kZ2cTFeHBwV0vIBuO0txhmUc7Ww5wbOdcPHyySMq4l5AI+981AxX4aqo7Sv6J/2JuPQQqFQpBoKVuA/s3b8IncDwpWfc7nQcH4q+q7EdKct/GpNehxIQgK6krW05dxWoCQ88nJes+p2PQ6m+w3FRWbCMzM9Om2Hz48GG8vLxITEwkPDz8J4/zfktcor97YOqX2Enru7j2zNbx9fUlMzOzH5I52DRtRz6tJssy+bkbOLjnI5obCuwdgCxLlJdsZ8Unu4lLms7k8x7D19fxS+ToWtUaFWqtCrNsptPQaaelJfDo7OpEqVCg1XrYyBSdmb0AqWfWUltTf5UXWQZDp5HP53/Fd59u5LLbLmbKo1PcquHtu4C0NrWx+NVlbF2zC32nHeVAAdobO/jgb4v48v21zLj3ai5xweXkCJiq1tXw8cufsv+HQw5Bu8qiav5933+JTYvh1sdvZPx5znevHF1H3tECPvnPUk7uOWV3/MiyTM7+PJ6acRqgGjI8lbq6OoqLizGZTMTHxxMVFUVVVRUNDY5VAfdvPsSS1z6j+KQOe+VMollk74YDHPjxMKOmD8PgQknOmW1YuYkVb39JTVmt3d8NXUa+X/4jm1dvZ+qVk5jz5C0EhQbYPVYQBEaMGEF7ezuFhYVs376dyMhIkpKS8PDw4PMFq/nyg29obWi1276tqZ3P3viCtQu/4+KZ53PLIzfZVfJztbh3dXTxyStL+f6zTeg79Jax0adNXblF3fGzN7/g6jsu59o7rui1sLobRDTUNvHBPxayY90ejAYjollE2SdjrOSkjn/c+R+ik6O46cHrOO/qqf0y1Zz5UiqVxMXFIXbJvPnMOxzblWPJghN6t5UliWO7TvLHa58hbUQKs5+4uV+2ljsBhEGvR6lSgBK69J09bp1VUMCirmdR4BPw9PBEMsloPPo/K3eU7vJObmDn1jdobT6tyiNYpEkBMJk6OHl0BadOfkViynlMnv4Q/gFRds91JpwFPdt5eHiQnp5ukyA+duwYWq2WxMREIiIieh072IBF7ibJdWeePQtMnbWfw6xxnisF5p86Y6onTYCnpyepqan9ypV/rjgPoK56F2X5H2LozHFwhExX+2FO7JmLd8A4krMexdsnxsGxjoEpWZap1K2jqngxJkOZ3bYCIq2Nmzi8fTt+IeeTnPmAS8Jve/4sWUtLqSlbiWS2xBdSt8IegFKhQJaNiJ0/cHj7LoIjryQx/Q5UKufZK/aI5E2mDkpOfURD1VqHCmdKoYPqkveoLVtJePzNxCXf7HJuthdT6rvqKc55h5b6H5Fl+7GOLNagy/0XlUULiU6eS2Ss801PR7+1txRTnDuf9uY92FO+M4tmjG05KDpO4e2dTnjI/QPmqrFaU/1hSnLfQd9xAvtl6xKdrfs5sef2boDqAbdAUntWpfuB0lML7CpKAiAbaa5dz75NP+IfMo3UoQ/j5R0xIB/Wkqn2xh8x1H9EW3sNsp14QxbbqStbRn3FVwRH/oGU7PvsZsq4WvNE0UBhzkfU6j5HElux97xEUz0V+W9RVfwp4XHXk5R+W68SNXcBFaOxlfxjb9FQ/S2y2IVCMAG9s6RN+lIKj/+V0rwFRCfPJi75un70C+746uyoJu/oa7Q2bEMlGTErLAraZpPJUvWjUqFvP87Jffej8Uq1m63lrq/Wpjzyjr1KZ8sh7I5B2Ux74w4Ob9uFl98IkjLutUum707cVVe9m8ITb2Ds7AHM97poPU0137Cv9nv8giaRnHUfvv5J/c5j9fdTCNVotVpSU1NJTEykvLyc3Nxc8vLySExMJDo6ul+cN9jMeHcypn6pzPjftSof8IumeHd0dJCTk8OuXbvo6upixIgRjBo1iuDg4H4T1Jn4dBbs5Bx+i50//s0+KNXHJMlMWfEmtn13m0t/9gKWK2dfineAN0Zjn4XWOjZ7dFmUJDy8tVw+62KX12XP35Y1O/ju0439QClZljGbzZbsBECt1mDsMrFj7W4ObTvq0pe9IGLt4u/YsmanfVCqjzVUNvLN4u8pzi11epw9YEqWZVa+u9opKNXzHpbnV7BqwRoaaxtdXlffPhn0Bpa/tYqTe+2DUn3bnjpUwOLXlrF92w7y8/OJjo5m4sSJxMbGWuRinSy4TXVNfPb2FxTn2Aelepooihzedpzaijqnxzm5Wr54f41DUKqnGfVGtq3dxTdLvnV5rI+PD8OHD2fy5MnIssyOHTtY9cmXrF30nUNQqqd1tHayYfkmNq3e0v+K3Zi8N6/ZxqbV29F3WMagjGOO98aaJlZ/uJYDWw718+MOGLDu0+/Y+8MBzCZz99Ny3KaisJLlb67qN97dlQRe/dFaCo+WolaqLcfLFkEE0dynrE6GvEMFfPLSUhpqm3qdxx1fydkpjJ46EpPZ1BvPE+wFi7JFKWvyMLLGZvTzBc5llfNPLGbnpmdp6wFKdXehn4lmA4WnvmP9FzdiNNiXUT8T0nR7gYNGoyE5OZlp06YRExNDfn4+27ZtQ6fT2daRM5EfBgZNqHnWztpPYT4+PrS12X+frPZTxXldXV3k5eWxc+dOWlpayM7OZsyYMYSFhf1icV5XZzW6vAWOQalea4xEZ8thyotWOF17HMV5rY05VBYtdAhK9XZrorVhB1W6b1wea89ffdV2anSfIZkbkETRppymVCpRqy3Zrtb+yVInTTUbqKvsv8ba89W371Wl62io+tohKHVayQ8ksYm68jU0Nxxx6cteTFlWuJyW+k0OQameZjZWUlXyGZ3t7tzv3n4kSaK04BM6mvfSE+Swxslg6ZemW7HQbCikvHARRkML9sxZ/GAydaDL/xh9x0lccylKdLYeQpe/EFEceNZiZ3slZQWfYNSXuD5YNtHSsI3SvMV2x7trOo3jVJWuAKkBdbcaoYWXUsYsir16KkudNFStp6xotV0/ruKv2sod1FV83Q1KOTfJ3ESNbhU1Zb2pOtyN8ypL1tFU+yNIrr9rzMYqKgoX0Vh3uPc1uKnaXFa4grbGPSCfHnMqpRK1RoNCYQGoLOrNEsbOfEpOLaC9tX9M6cqXJImU5i2hs/U4tjHo8PlaxmBhztt2x7uruNJobKOsYGmvTD2b9b1O2URr43YKT76DJNmfw39q0nSVSkVCQgJTp04lKSmJkpIStmzZQnFxse3dP1NVvt9KZvzvOtq0prv9nDtpCoWC9vZ2qquraWxsJDw83GlabE+fg03xdtZWozYydoRATZ03JeUmjAb7C6FKrSYqXENstIhS4fz+OApYzrtiOtMvm8qKD1ex7P0VNDU2928sQ3hUODfMvY7rZjtWHevrr+/icdEN5zHtqskse+Nz1i/9gfbWTiRRtH3EqdVqTCYT0cmRzLjvas69asqgFWVmPjSDK277A5+8vJQtX+3A2Cebx3rWpOwEZj1yA2OmO5cdhtMZAz37JQgCD/7rbm568Do+/Ndi9m08aBegEhQCWeMymP3ETW6pFNoLjLQeWp5/70+U5pfx0b8Wc3THCbvPVKlSkjEulYlXjSUoMoD4+HgiIyPtPjdHC3xgaCD/WfkCJ/blsPDlpeQdLrS7WKi1aib9YRxznpzJX+56kbIK14GYnd6yYOP/2L1xL4te+QzdKfvn8PD24IIZ07nt8Zvx9nU/Zd3b25thw4aRkpJiSe2O9qXkcDk7vtpLfYU1Y6z3OPMJ8OaKOZdw0wPXO+RMcDU2/3DzRVx0w/mseu8rvvpwHbWV9XaPCwoPZMZ9V3Plbf1Tr90NIm599GZm3HMtn/7vM9YuWk9bk/1APTIhnFseu5Fzr5ra7zd3JYEffel+bn/yFj55ZSkbV25C32lEqbR8gIlGEYVSgVKpJDErnnl/vpXRU/q/W+6UQoaGB/HKxy9SWVbNuy+9z5b1WzF0z4W9L1NgxNjhPPz8faQP6186aF0XnPqTGhmZDW3tXhSXyTS36LvHkkDPsSEAgYGepCSAp4cRpcp+ud6Z7KQ5u06lUkl8fDyxsbFUV1dTXFxMQUEB8fHxgw5YrPfHVduzHFNn7ec0d+M8RxyXrkypVNLZ2cmJEyeora0lNDSU0aNHu+SdUyqV3WTaAytLsbZ1FOd5ekUweupCaiu2UJr3Dmajg0wmhQ/BEZeSMGQeao1zIQRHcZ5/cCZjpq+gouQrKosWIpp7byIJgAQolIGExlxHfOpMt8iU7cV5gWGTaNO/TsmpxSjFrahVerv3TaEOJyrhVmKSrnG77K1v3+JSZhCVcDnFuR/QULUGWbKX9Q9qbSIxybcREXuhSz9WX337lZr9AHEpsyg6+Q4t9Rv6AVQWEEzAwyuD+LS73VIptOdHoVCQNfqvdHbcReGJN2lr3I4oGi1xcvd9VCqVICjx8htFQvp9+Ac657ZyNHer1d4Mn/g/WpvzKM55y1ZK2u86UeEdOJHkzIfw8rGfJezKvHyiGHfeIupr9lF08m307Q7AMIWWwLCLSBv6oMuMPUfjJjBkKBMv/Jwq3UZK897D2FUMSiWyKNpEdZRKJSqVL2ExV5OSdZdd5TZ3YqLI2POIiDkXXeEqygsXYe4qt3ucQhVARPxNJKXP6VfO5y4wlZB2E7HJ11F8ahEVRctAsB9TKjXhxCTP6ZctZfXlzjw2ZNhDJGXMpfDkB1SVfgFYgDcBy/hTKJVIoojeHITK+wqS06/Dy6c3pYc7c6ZCoWTo+L+j73qI/OPzaa7dABjtbq16eGeQnPUwweGj7Z7L1YagRuPLqHPeoL21lIKT79Bavw1ko51vGwEv/1GkDfuj0+zAnypjqq8pFApiYmKIjo6mtraW4uJiCgsLiYuLw2Qy/X+RGf+7BqbAfe6BgQJTsizT2NhIe3s7LS0txMTEMGHCBLe5QX6unTSl0gNBEIgIkwgPVVBR7U1ZhdHGraDWqEiI9SI6QkQQJKxLojMFA2cBkkKh4KY7Z3DdnKtZMn85n3/ypY1AMyo2kouvv4B5D84Z0GB1FCBpNBqumHsJaRMTWffJBk5uz8dstCjlxafHkDk9lTseuX1Au/eO6vR9/X144J93cctjN7HwpSVs/2Y3JoMlDTV5WAIjLxnKrXfNdNuPM1+hkSE89eajVJfV8tGLi9n/4yFEs+UjPSE9lrufn8vwcUMH5MeRxafG8reP/0xxbikf/XsJx3eeRBQlFEoFQ8/JZMJVowmOCCQ+Pr5fuc9ALWtshgWg2p/DwpdOA1QaDw2TLx3PbU/MJNBaUneGc9mkiyYw6aIJ7PlhH5/8ZxklOZbsFSsgNeeJmXj5uFbJcXTvvLy8yM7OJjk5mZiYIhJGxKA7Xsmmz7ZRV27JYPP29+by2y52yi8F7gcSSqWSG+69luvvvpq3XniXHav30tZomcsCQv257u4ruWbeFQ6fkTslaFbz8NQy76nZXHjTdBb/bxnHNufS2mjJQAiNCWHWIzOckq0P5MMrINifh1+8l/NnTuWLBV9zdPMJOtu6kCSJwKgAzrlmHOddNY3ExMQz9hUVG8Hf33qO2up6nnvor+Qdye+eOwUyh6Xz4HP3MWKcY3JS6zzk7D5KkkUB0NdHYlgGdOk9KNIJ1NS024a1v58HKYkCPl6W91+WFQ7VfX6ugMVqCoWCqKgoIiMjbbxxbW1tVFZW4u/vPyB+K7PZol7lTnnLWTtrP5f9nHFec3Mzzc3NGI1GoqKiGD9+vNuKt9b3cTDAlDtlgGHR0wiNmkqlbh0VhR8gmmoRALPsR1T8TLdBIqs/R3GeIAjEJF5NVPyVlBV+RnXpp0hidyarIgSFx7mMnfrogPrYEywyGo2UlZVRXl6Or68vIyc8jJ/fM5TmfUxdxRe2rCa1NpZ2cQxjJtw7oPIzR7GXlbg8YchcinIW0FT9jY37SeWRQrs8jqnT7h/Q/OXIl9YjkIxRf8bQdQ9FOW/3KOsTMAvJxCffRVKac/Lpvn4cmVn0QdLehF41Bq3qB1TiMUDCbDDj4TuW5KyfjvPJLyCN4RPfoLU5vxugOoiF60yFT+A5JGXej5f34ACpvhYSPpaQ8IU01B6i8OQb6Nu6SwgHAEi5a5FxFxAZdwHV5VvIO/oGgliIWqVCxgNJPZFOpiBpkjGZFajsLOXuxnlWFbq45OvYs30BnU1fARbQSKHyJzzuBpLSb3cYLwyEY0qpVJOSOQ//0Cs5tOdtlOp9iEZLtYFCHUx00m0kpN7kNM5z15da7UP68EfwDLiCwpyFKOQ9SGbLnKHWRBE/5C4i4/5AZWUlhYWFFBQU2MrPrN+c7s4nHp4hDB37PEbjo2xY+xRqxXGQLUCzxjOJxIwHCI92rCopSZLboJuPXzwjJvybrq46Co6/Q1Xp1wjdNQ0ePpmkZD9KUKhzsSCrz58zzhMEgfDwcMLCwmhqaqK4uJjGRsu3SnBw8IDmz99aZvxv4yrOwNwNWNzdSZMkidraWnQ6nU3iPDQ0lKQk+3WkjswaBAyUuK6prond3x3g8pn21ScE5emPCkEQiImUiI5QUlKuwUMjEBqkR6W2AlKnTTR19gtgWpsrKC3eTUDIOJfZXWq1mtsfvpWb7prB0ndXkJaVQmxaFB0dHW71rzS/jFOH8rlwxrn9drdkWaauro6SkhIMBgOxsbH89Z1n6OrQs2L+l4yZNoLs8Zls2bLFrZ35vKMFVJXWMO2KyS4JPwOC/Xjk5fuY/fhNfL7gK6ZfNYWopAgOHjzo0g9Y1Og6O7qYcMFYl2SVEbFh/Hn+H6ksqeLrRd/xh5kXUF5bRlyqY16Inrbnx/14dpM3u7oPienxvLDwGQpPFrPqw9WkjEskMi6cxMREG0G/I5Nlmb0bD6D0UjBixAiX15U15jRAtfO7Pcy491oCgnvX4wtOkClZcj/bYvz5Yxl//lj2bTrAkd3HmfngDLcAKbBMvgd/OMqwjOFExIbbPcbT05OsrCySk5Mpii0iLjuKvP2FeCg8mf3YTLfUl2RZxmw089XCbzjn0kkEh7nm4phy5USumP0HTu7Mo6Otk+vvcp19aJ1bujq6+O6zjVxw7XR8A1zs8KuVXHDTdJ565XG+eP9rPH08uGzWxS7V/6y+2prb2PjFZi658QI8vZ3zfnh4arnm7st48pVHWfnOl8QkRXHuVVNpaWmhqKiIrVu3EhUVRWJiYq9F1Bqw1FfVs2P9Hi65+QKX9z0gyI9r5l7OxPETWf7+5wwbm83Ec+0Tufc0ayDW0lSGrmQf2SOuscM30Xv329NDJjNVJiHag/JqNRGhMv5+Er13eB0HFuVFlVScrOa6uc4ln/vaQAEtK+FraGgoP/zwA0ajka1btxIZGUliYmIPdSbnPt0NVs6CU2ft5zJfX1+34jx3s9StYh+lpaV0dnbi6elJcHAwQ4a4Vk7raadl0gdWKms0ttLR9ANenq6pDwRBIDr+MqLiLkVX8Bktra2IwhiS0ke55cvQ1UBNxY9ofCa6vD8KhYL41JuJTb6BkrxFeHhFICuHUVtb6yb3TCUNNbuJTrgahUKB0WgkLy+PyspKAgMDGTFiBP7+pwnNkzPvJj5tNqWnPsE3IJOw6Kls2eK6dA8sXEstTceJir/cKfk5WLJ/hgx7DGP6nZTmLSQobCK+AcPYvn27WzF6S2MOnR06ImIuchnnaT2DyBj1HPque9HlLyY85hLyizrw9nctRATQWHcIs6kd0PTz09zcTElJCS0tLURHR5ORcQUazXV0tJdTXrQCXVUEGaOvdXvzoaVhL8bOBsC18I5fQGp3BlU+VbqviUuZiaeXexxPFvXFDfj6x7tUawMIDhtJcNjHNNYepqbyR5LSb3cbkJIkCXPXPtpbEwkMdv0+R8RMQxRSKDz1HeEhHSRlzEWttpQOFxYWOhXKsZRWfk5IxASn/G5geY99g6YQGHYuvh7FtLeVkpwxxyWwbB2fomigrGg14THn4ekZ6tKXp//5TDrnL5QVfYnJ1N5Nru46prSU4nVQVryG6PhL0WidCxAIghr/0KsZOfKvlOR9ilLlTVzytbZ3yprdU11dTWFhIYWFhSQkJNgywI2GFipK1xGbeKXdzLSeptH4ovK+klGTXqBa9znePvFExbueQ20AuaGR6rLtxCZd5fK+e3qGMnTs81Q0DCcoOJ/w6ImERU126ctqhq5qmmoOEBs7b0CA/mDivKCgIIKCgti2bRuyLLN9+3bCwy3fez3nW2c+4beTGf9/BphytTMliiJVVVXodJZMjLi4OCIjI8nLyxvUdVkfsLsBS0VxFZ+8spQDmw6j79Sz7fNdXHfPVVx355W9BrVS2f9jUBAE4qJAoRQRzfYXWFHsAiwTe11NPnu2vUVF2W4LSi9oCY/5A8OGDXO5QHt6ejDv0dkA6HQ6l4FO3pF8PnllmY2Qe8XbXzL5mnGce/UUm/xyaWkpoigSFxdHVFSU7d75+vsw7+lbgdMTizN/R/ecYPEry8k/XIgsyyx/83POv3kq2RMzHLaxWlBYEHc9dztg4RJz9QLu23SAT1//nOITpYBMfHosIy7OZPRo+2mkPS0qIZK7n7f4qqgrd+lr+7e7WP7GKsryKwCB4LgA7npOy4RzHQcT1vFc3VTJ1BkT6ezsZOzYsU7HoizL/PDFZla8vZqqkmokWWbXlwe4/alZpA1zvfuWNSaDrDGu73UPh8iAJEvIWMBUe+PP3t/Gnjuasee6vtdgGTOfL1jNqvfWUF/VyI6V+xhz/kjueOY2oh0oBnp4eJCZmYlKpcLLywu9Xs/x48dJTk4mICDAoS+TycS3izeye+1+DJ1GPvznYiZeMo47/jyb0EjHUsfWgOAyNzjarKbv0vP1h9+xb/1hutq7+OSlZS7J361+lEolM+652i0/sixj6DLw7t8+YuvqHRi6jCx+5TPOv24qsx+fia+/fYDDCjB5eGi59dGbbH/39/dn5MiRtLe3U1RUxI4dOwgPDycpKcnyAdrSwTvPf8je7w9iNppZ8tpnXHzT+cx6+AaHYJh1XvD19+XuJ+e51S+AluYqSk59TP6RfBSCwO5tb5E9YgbjJs9DpbIELpJsT2JdRqOBuBgFnlp7nBr937Pqshre+csH7Fy/F6VCyeoF67hy7qVcd+eVbgUiZ6K4IssyGRkZKBQKSkpK2LlzJyEhISQlJTkdz+74tAKXZ+2s/VzmLvm5qw3InjGH2Wy2xRylpaWDUvRTKBR2ibcdWVdnDcU5C2ht2IzZ1EFl3ldgvImEIXMdZkxYTRAE4lNvoqqqiqqqKpe+OtrLKcl5l9bG7YAJmfcxCucgSaPdKqFJSrfEKNXV1S7jvLaWIkpy37ERcpcXfoRBnoyoHEd4eLjTskiVypPkrHt69dOZv5amHEpy37GVllUUfYyH/5XIKteUCxqNL6nZDwLYnrezzI2m+sOUnHoXfbuF46a84CNM0lRkOd2lLw/PENKGPWrpU/EBl3Nkfc0eSvMWYOw8BYDeGEKT310EB19qA6RaW1uJiYkhMzOzF8mxt08MQ4Y9RmXDJrfm4tqKLejy38fYVYgkihzctpn4IfcRHOZceAcsAJVfwGMujwPL2lBV+i3lRR8jGitAUODlO4zkrIcICnWcyWy1oLARdomsHfnSFa6irGAhWqmMYzvX4h0wltTsh/ALdE2R4eEzlCHDTsfUvr6+DoVyPD09aaheQ1fzOhoV7ZTmqvANmkRq9oP4+CU4vUZBEIiKv8StPgGIopmW2tXsKt+CZG5Bd+oNC/l79gMOSyetfgRBIC75Wvd9mfWUnnqflvpvkMV2yvLnExh6PqlDH8DD0378an1/LHPGbLvHCIJAZGQkERER1NXVUVhYSHNTLfrmzykQ94Ksp7xgAcERl5CSda9DMMwaa6jVXqRm3eV2v/T6ZsztKzm87QWQjZTlv0to9JUkZ97hUHXR6g+0pGTfj6en841Ym6+uek4deY2OmvUYlLBz/UrCYq8hOf12h/QOPe1M4jyA5ORkvLy8KCkpYe/evQQEBJCUlNRPoK2n/dYy43/3wJS7O2mOAgeTyWRTXtFqtSQnJxMaGmp7QIMtyeuZ4u3M8o4WsPi1zzi+6ySSaD1WoL25gyX/+Yx1i77nxgeu4eJuVTiFwv7AFgTZKT+h2dRJZdlh9myfT23VYWTZ4ktQqjHomyjJW8KS97cwdtK9pGdf6lYfnWUjHd5xlCX/XUHBkaJeC2VdRT2fv/41P67YxrQZE8makO5WWZn1hbDnry9IZLXKomoW/n0ZYfEh3PuXeW4DGc4Cox3r97Dsf59Tlte7Vrw0t4yCo0UcWn+CeU/fyojJrhddqy9HBI6bvtrGire/pKq4uucvVBfW8q87XmPIqFTm/GlmLzDIKm1dWlqKRqMhNTWVgIAAtm/f7nBSkWWZ9Z/9wKoFa6gtq+v5Ayf35vLk9c+TMWaI2wCVS+sGpPqz6Fs/cHsDVIOdDCVJYtV7a/ji/TW01LcidWdmiaLInu/3s++Hg4yePpw7n5lDTHK03XOoVCr8/PwYN24cJSUl7Nu3j8DAQJKTkwkMPL2DZzKZWPHOl6z5aB2Ntc0oBAGlSonZaGbbmp3sXLeH8ReN5o4/32Y3W2sgmZUGg4Gl/1vJlx98jb7DiEplmWuMeiMbV2xmy+odTPrDOOY+fWs/MGwgqdoA+i4DH7+0mK8WrkOQTj8XfYeebxZ9z8aVm5lyxSRue2JWv8wwV6naPj4+Nn6v4uJiNv+wmT1rD7H/+0MgK1AoLL46Wjr5YsHXrFuygXOvmcKcJ2b2ywyz9svdnamurha2bXyVUye/wWDoRKPRICjV6Lsa2b9rAUcPLGVI9pVMmnovkmifx08QBJAdvFM9ltbGumbee+Ejdnyzx0ICL8mgEGisaWLhi5+y6p2vuPjm85j58I39FB779vFMiC2tIGt2djYpKSm28ezn50dSUhIhISH9xobZbP7NpHeftf+75uvr6xKMcRarmc1mKisrKSsrsymI9ow5lEoler1r0mBHfl3FeRYltXfpaNmN3E0YjCAg0EVt2SLqK78iPH6WW6pwrvy1NudRkvsOHS0H6KUCJrWhENeyf9N+IhJmE5vUn2PGnjmL85objlNyagFdbYcBycZVIkk1KIQvUQhbCfS+Fx+fLJd+evqzFxM11R+i5NQCG0hkNdFUQ1vNu5jlYKqCHiIy1r3NHUdKygD1NXu7yedze/3dbCxHMH3CqYObSc54gLDoaW77cgQY1VZuo6zAAhL1NKVQRU3xC5YSTvUlJKZeSHZ2tkNeS3esuuwHygs/xGToTURt6DxF3qGH0XqldwNU7sXKjkyWZSpLvqGi+BMLIAXd5I8ynW1HOLb7Drx8h5GU9SDBbpRFufKlK1xFReEnmI3VtpEhI9HRvIfD22/Fy38kqdmP4B9kH1B0Fn9ZhXI6OjooKChg8/cvohW2o5BbutsoQTbT1rCVg1t34BMwjpTsh/ELSLZ7PnfjL0mSLHxReQtBbkVlEwYw0lK3gf2bN+EXNJmU7Afx8Yvv13ZgWTominI/Rmr9iCa9+fQ1dqvQ7a3d4BAMG0jsKggCwUF+NFXvo61iKZJCjyjLKJRKlHRQX7GK+qq1BIaeT0rW/Xh691aTd0espqeZTR3kH3+Huoqv0AqtIFvAXFlso1b3KXXlXxAYfhGpWfei9Qzu194dqgerGY1t5B19g8aab0EyICACSiRzE9XFH1FTuoKQqD+QnHm30yy0MwGmrG29vLzIzMwkJSWF0tJSDh8+jKenJ0lJSYSHh/d7XgNR5DvLMeWGDVZGWK/XU1ZWRmVlJb6+vmRmZtpFFJVK5aB20qxotaNA6eiu4yx6dXk/4KavNdY08c5zH/HF+2u5/elZJKbbL1sSBBnLYm1nka3v4vCqJ2htKXeiaCDT0VbF5vXPc3DPR0yc+hCJqf1JkHuavYBl76YDLHn1M0pzy+1eiyVoEWkob+SrN7/j8IYT3PHMbKKinNeoWz86e96rHev3sOz1ld2ZRI6tpqSef9z5ComZ8dzx7Gyyx2W69NX3mWxdu4Nlb3xOZVG1g1aAAKU5Zfzltn+TMiyRO5+7jfSRzndq7Pn68cstLH9zFTU6x0p2MhZVsz/f/AJDRqUw96lb8AzSotPp8PDwYMiQIbYPTesusr1x9t3yjaycv5r6yoZ+v9kWeKk3QHXX83NITI/vd7xL6wdIOe7daYBq4G4APn//K75YsIbmOvtqNACSKLHvh0Mc2HyEEVOGcs9f5hKT1Bugsi66Wq2WIUOGkJiYSElJCfv378ff35/k5GQ2LN/Elx98Q1tjD9WoPtctmkV2rtvLnvUHGH3eCO75y9xeAJU7i7ssyyx5/TPWfPwtHS0dmExmFHbamIwmtny1gx3r9jDuwlHc/fxcG0DlbhAhSRKfvLKUbxatp6O1E5PRZFeG1tBlAcM2r97OxIvHctdztxMcHmQ7hzsBhFarZefqfaxbsoGO1g5EUUQQFKhUShSCwnYv9R16vl2ygY0rN3POZRO489k5BAT7D8iX0djF9k2vk3tsNWazHlmSejwqucdxbRw7+Ck5R1cR4O9BaoIZjabHculqCAtqDAYDC/7+MT9+vrW3wEKftm3N7Xz+zhrWLvqe6Vefw7ynb7VL4D9YAnNrSXnPth4eHqSnp5OcnIxOp+PYsWNoNBqSkpJ6fbAPhO/gbCnfWfu5bCAiNz3nOKPRaNt49PLyIi0tzS4A+3NxgrY05VCcM98G3PSz7jVZEluoKppPrW4lMSl3ERXveHPQkb/mhmOU5M6nq/0YdicoQQBZRjQ3UFHwX2pKlxGTejeRsRe57F/fOK+p/hDFufMxdORgXa/FHmI1GrUaUZJAbkSX9xKVJUuIS72P8JjpTn1ZLrP3xmBDzT5K8t6xZRI5vE65jpKTf6eicCHxQ+4jNNIx54zVD/SOi+qqd6HLe6cfSNTXZFM5hcf/TFlBIvHpDxIS7rxs3F6cV1uxFV3+e5gMxf3P3z1nS6KISlmFlkU0le/C3+dBp6CRIwCspvxHdPnvOSTRt5qhM5e8Qw+h9UonMeMhAkMGDhpVlqyjvOgjRGOl9aLsHGUBqE7svhNP32ySsx8lKMR9nlWrlRWtQZf/PqLRSVyORGfLAY7svA0v3xGkDn0M/6CBlewC1Fd9S3v1R/io6ixiLt2bYXJ31qSlWyLtTbs4vH0P3v5jSB36WC+Ayt2NweK8ZVQUfYJkagDZwbwkm2lt2MLBrdvxCRhP2rBHbdlaAwGLCnMXUVW8BMnchEIwgtA/zusJhvkGTiRt2KN4+8ba+uRO7CXLMoU5H1JdsgxJbEWhMKFUqSyceaJoI51XYqCpZh37ajfgF3wOaUMfsYFh7gJTsiyTf/xdaspWIIvtDsM1Weqiseor9lR/h3/IVNKGPtILDHPHnyRJ5B17k7qKL5HF02uUDL3Gviy1U1e+krrKNQSGnEfqsIfsZqH9FMCU1azJCYmJiZSXl5Obm0teXh6JiYm9qpPc9flLZcYPnvn4N2IDzZjq6Ojg5MmT7N69G71ez8iRIxk1ahTBwcF2X+TBBixWIMVR2/DYMAJC/BEUdkqX+vy/WqsmdXgySRkJdkv5LP6clFMIXQhSpbOLtcUxgkKBVlVHY+U7jo/vNnsBS3RCFMHhgbZsBwBky8A3GU1IkqWUSKFU4OHlQXJWktscS30DltjkKILCg9yYFC2E3ImZ8UQnuiZptJ6v5/2MTYkhOCLI7vPqa1pPDYkZ8UQ5KBPrafbGXEJ6PKHRIW77CozwR1dTQl1dHRkZGYwZM4bQ0FC3FqakzATCYvoH6vZ9aUkYEktYtOOSNHtmeWbygAnQhe5/DmYyHDIshfDYsH5/t3cJWk8t8WmxhDgptbOaRqMhLS2N6dOnExgYyKFDhxA1ZoIiAty6Lq2XhtiUaAL6lNq5q3qXMXoIkfH9+2XXl6eGmOQY/IJOZxe5SwCpUCjIHJNORLx9Li77vqIG5UupVJI1Np2ohAjbro1CIWA2mTGaTd0fOL19RSdF4RtwOgXb3eCotfEoUscatJr+IL69cSZgRquqtin+9f5RcIJPqdBoNAwbn0VEn+clI9sdhxqtmqjESIecaWdCpgn2d/3UajXJyclMmzaNuLg48vPz2bp1q628+kzTys/aWfspzJ04zzp3SJJEV1cXp06dYufOnbS2tjJ06FBGjx7tcF08E2DKWVsPzwjU2mAEwfXcJKDC02cIfgHOy+EdZTB5eEWi1oYiOOG3s/kSVHj4pOIX4LokzV4Gk4dXFBptGJIEZpMJs8kiHKNRq7tV4XreYxWePqn4uEnG3bd/nj4xaLRhOOPtO+1PjadPKt5+rn3Zi/O8feLRaCOd+rLk/YAgaPDwScHbN8GlL3tjztsvAa1nJD0/wyRJstxPs9mmcKZUKhEEDZ7eSXj7DmJDEPD2TUTrGYU7n3xWX17e7nFi9bp2sxkP70TU2kgQ+o4De840aL0S8PCMGlRJuF9AGlrPGNzul088nj7943J34i+/wHS0nrGWTTOlEqVCgQAYu59Xb0VuLZ7e8Xh42YlB3Yi1AwKz8PCMA3fmDUGLp3csHj14pwYCTAUGDUXrFY87AbrlHsah9TgdK7sbewmCQEDw8H6+BEFArVKhUav5f+ydd3hUVdf2f2daeu+9E0KA0HsRVMQGKBYQ6Sh2xV4fe+8Fu4A0AQsWBAREeq+BkJ5Meu992vn+mMxkkkxLUN/nfT/Wdalx5uyzzj6zz973ufda96K9KqJGo0FEhpNLWKdIJnuJKUEQ8PQdhINTuy/RPOYyHi+R4+QSgsKxcySTPVWbJRIJXr5DcHC0/x46uoaicDCvmXYxmMvS5qVMJiMyMpIJEyYQExNDXl4e+/btIycnB3X7+P1vioz/77mSXlpPdtKSk5Oprq4mICCA4cOH26Va3xNBzZ60DQj159nPHyMvI58vX15FypG0jomtfeVzdHFkwvQxzHnwVqOYdHW50oI3AZ1ONBsQ5aCQMCABmludyM4VqatvMW0G6B+uwAAXosJ0yOU6dJhPXzE1s8RUVBDPf/MUuWl5fP7iClKOpqLV6JBIBKQymf6/CilDL0/igZfvsinW3NWf6eQfHhvGS6ueJislh29eXUPq8XQzAMqBpEmJPPTqfRa1cLqa6U6a4e+ovhG8svo5Ms9ls+L1NaQez+jmS+EoZ9LM8Sx6Yl6PfHU9T3RCJK+u+Q8ZyVmseH0taSe6+3J0VjB8ymAGX9kfbz9vIiMjLeYQWwtZ7zMwltfXv0DamQxWvbGOtJOZ3Y5zcnVk8k0Tuf2hW+wWGgf9ImL4p/1K2nGKoc/mQYiA0AnQGPKf9QDNvsV2wMhE3t/8OiknUvW/18nuWnFOro5MmTWZeQ/PtqhdZGmBl8vlxMXFERkZSX5UPoHRflTkVXHgp6Okn+6+2+rk6sTU2y5n7sOzzaZr2Qskhk0YzLAJgzl3NIUPnv6UwozuhLPe1xXMfWQWjo6dffUEsIycPIyRk4dxbM8JPnzmc2oKa836umbulcx56NZuvnoSTm6ounj6YDLvPP4R1YW1SKUiOq0OrUaDFgFXD2euX3A1ty+7tZsYur2+tJoW/Hx0+PkIVNe6kJ2npq6uPbXGZNzLpFKCAh2ICNUhaiS0qbsIottyJMgRBIHLpo3nsmnjObHvNGvf3aCvXAmd8IuzmxPXLbiaOQ/ebDVNQ6vV9qiinmk7sB6ObkhvCg0NpaysjNzcXLKysvDw8Lioyp2X7JL9HWYvzgO4cOEClZWV+Pv7W9U26tr2n8B5Do5eJA59geamO8k+/wGNtYcxRE4J7X8JggJ3n8uISrgLJ2fbGwGW/Dk6+ZI47CWaG4vJTnmfxtojdI3S0olyPPymEt13qdmXZnPWdYNVFEUamyS0MAO1wxAU4k4ETef0Or0pQDGEweOetahPY8mfKQZxdgliwIg3aGrIJ/vChzTVHuvWL1CglSUxfMJ/euQLOstDOLsGM2DkmzQ15JGd8iFNdce7+dIhx8V9EolDlplN/zFn5nCei1s4A0a+TUNtDqln3qG18RSI+pdSiVSKRq0GwQFPv6uITrgLByfvXvkBcPWIYuCo92ioyyHnwsc015/o1i9BcMDT70qiEu7qUeU7U5wnCAIe3n0YPPZjmhqUZKd8SHPdiXYN0c6+vAKuIqbfPSgcPIyklgHnGfpiyzy8+zJswmfU12SQef4j/e8ldjxfAEgc8Q6YSp8B91nVLrLlz8unP8MmfEFddTpZKR9TV3kYQSKiaH+/VKnVCILeV//hj6BQuHc7h70RU15+Axk28UvqqtM4eehV0KR2P0jiiE/gNcQNuA+Fwry0gT3m7T8Yb/+vqK44x+E9z6OgiG5jQ+KIT9C1xPa/96J86asuDqem6jxH9ryAjHwM84YgCMhkMqQ4gGI0LeJ4mrVhNDa24uGhx3uGecgef/5Bo/EPGk1N5TnSzn6IqvZkt2MEiSO+wdcT1/9es8Lr9kpEBISMJyBkPNUVZ8lJ/YzmutPdyDC9r+ntvizrVfWWmDIXGd/VJBIJISEhBAcHU1FRQW5uLjk5OVb1p0zt34qM/19PTFnbSRNFkaqqKpRKJaBPXxg9erRdlbUM9k+FeBssok84r675DyknUvnm1TVkn8vF2d2J4VMGc98LS7u9MEtllokBy5ywnulydRZJSoS6BmeylSKNjS3IZHL8vAVCAlU4OZlORrarGFrSAmhpaUEltHL10kmMnTGc3ev3k5tSgIu7M1feehkjrh2CTC7tESkFlrWfYhOjeX3986SdzuCb19aQcTobF3cnrrx1EuNmjKa5tdFuosjgB8wTOXEDYnh9/QuknkpnxetryTiTjbObE1fechnRI8JIGpzUI1+W/ICeNHrjuxdIO53BitfXkn46CycXRwaN7seYaSPwC/AjKioKT0/Pi54s+g7qwxsbXiTtdAYr31xH6vF0HJwUXDfvKm574GabFdhMrStQkUql3SZ2/fV2BlFdCSlTE0WxVwRV4rAE3v3xNVJPpfPFSys4fzQVRxdHptw6ifmP3mazX7YAiyHiJCIigvz8fPwifCjILOLwzycpSCvG0dnBLl89rd45YGQi972zhOriWv5YvZuUo2konBRcNWuyVV891ZgC6D+iH3Ofu4kI/yhWvrWOlCOpKBwVXHnrJBY+Pseqr56SGkmj+zP3uZsI9g5l3XubOH8kFSdHJ0ZOHcKQqwbg5OJERUUFwcHBnc5try+drkNHxttTh6e7QHWtE0WlCurr25BKJAT4OxIdrkMq1c81GkQzw1JEsLJLK3QJhzcQiiknU3nn8Q8pz6lCrpBz5S2XsejJuXY9X70FLBqNxijSbMskEolRpLSqqoqUlBRaW1tJTU0lMjLSqgDopVS+S/ZPmZubGw0NDWa/E0WR2tpa8vL0ujkSiYRRo0bZLVYL/zzOc3YJZsDIt6ivzSIn5X1aGs8iCk4gH8GQic+YfYntrT89ufK23teFD2hpOIMgccLd+3JKavqTMPjaHj2rBpxnqFhtEIoPDw8nePBgZLKZ7b4+pKXhNILghFfAFBRu19LYpO0xUWQJ57m4hTNw5LvU12aRm/oRzfWnEARHvAKuws3nRopKqnvky/CSZQ5/ubhFMHDUe118OeDpfxUNbaMIiYy3m5Qy+OrqRxTFdiH+CjTyOQTF3U5T1UZaGk4hCAp08lFEJdxFaHic3X5smZtHNEmj32/v18c01Z5AFCV4+V9PdD/LotPmzBzOM/wD4O4Zw+CxH1Ffm20kqBDkeAVcRWzivZ18GdZu00rmPSGo3L36MHT8J9TXZpN+9j3aKg6BxEFPSPW/D4WjZw/uknXz8I5n6PhPOHl8G42VmxC0qcjkDvgEXYHU5VpKSmpJTs7opkNqsJ48ex7efQmIehKtugRN45Z2slmGV8AU4gc8YLFf9kard/bVD6nbnfQfGklexuc01hwFpP+ILy+f/ig87ya+rx8lyhVmfbW2tpKbm8uxY8fw8vIiOjoahUJhN5Yx+vIdQPzgtzh94g/cXI7RUHMEkODlfyXxAx+yOjYMlQPtNW+/JLz9PqehLod9O59BLuSCILXLl6nP3kQvGdYEe9oKgoC/vz/+/v7U1NRw4cIFGhoaOH/+fLcq2f8T9r+emDK3k2aovJKfn49arSYkJIT6+noiIyPN6qRYM3tAR1dramhi3Yffk5GSwV3/8Tc7OXW1xGEJvLf5NTLOZiJxkdDa2mL2ZUUq7UxMtTaL7PxJTk2lwNRZKrx9uz+wXYNTPNxEhgyAqlo3Anyl7aF8XVt173NLUwsbP/2JEmUZi566HbmzrBOAaGpqIi8vj/Lycnx9fRk2bBiurq5Mu/U6MpKziIgPw8HBgZycHNrazFW66rC21jY2Lf+J/OwiFj85l8DwAJslgfsO7sPb379M5rlswvuE4uDgQFFREU0t5gGt0VdbGz98/gu5qXkseHwOgeH6nURrqTMJQ+J5+/uXyUrJISwmBAdHB44cOWIzFFmtVvPD57+QdT6HeY/OtgiMuvbrlbXPcnD3YbRSNTK5jKioKCIirId1a7VafvzyV1JPptNnXJRdYdJ9B/fhzQ0vcmz/CTRSDWPGjLLZxuBr89e/cf5YKrPum0lM/yikUikymax9ITE/uQuCgFQiQWtls9rwuxv+UalU/LpqK2cPnmPuI7OJT7IN3BKGxPPS6mf47YffueGW6XZHfomiyL6fD/HdWz9x2wM3W6w6KJPJiI6OJjw8nMOKw4TEBFFf0ciQEYOIjIm0Sz9KFEV+W7ONIzuOM+u+mQwYaV0wVqfTETcghss3TkKZnodfsK9ZbaKufgz3c9t3Ozmw9TC33HMDg8ZYFus3tEkYEs9bG15CmZGPT4C3TQLWADBFUWTnD7vZ88sBZi6dxtDxg632CfRE6ZsbXiIvswBvP0/cPN3Q6XQUFxeTk5NDVlYWUVFRhIaGGiMIDADiz817+fPHv7hh8fXdCh5otZ0FjkURPNzA11ukodEJBwctCnn3wWj29xMg+QicOahg7BQ1A4abPF+C+cin2P7R3PrYDBJi+uHh7WHUyLLHzuw/x5m/UrjpzhmMv3q03e16Q2gJgoCvry/BwcE0NDTQ2trK/v37CQwMJCoqyq4olEt2yf4uM+A8UwJfFEUqKyvJy8ujubmZ0NBQ6urqiIiI6BEpBb0jprTaVpTp39JUcYImz7sgwHa0k7tnLIPGLqeuJp2GJgfKy6vtIqW02jbyMtbQVJ9JYORCu6K73D1jGTTmE+prM3B2DUOnk1J24IDNTRCtVk1e5lqa6i4Q2fduEHzRaDQcOXIEgIiICIKCgjq9sOl9fUx9bSbOLsHI5C4UFRWha6i0eo06nZb8rPXU15wlMv4u3D1jbeI8d89YkkZ/RH1tFk4uQcjlLlRWViKK3XUyu/nK3kB91Ski4u/EwyveJv4y5+vUqVM2sZROp6MgeyN1VceIiLsD6NiANK0MqdPputzPMTTUZePg5M/585lIrVQMM5goihTk/EhN+UF0qkGIom3hcn2/PqQo/zTK/Cr6Dr7CZhuDr8Kcn6gq209w5By8/AZ1I6S6+9ITVA11uTg4epslvwzj0ZSg0ul0FOdtoar0T8Lj5uMXaLkKtamvASPf5c9dm5gw6Xocne2L/NLpdDTXHuTk/pWExc7BP8j2+qpwDCU49mmCAuTIFR7GKLM+fVSddEhjY2Px9tZHuxmevWLldkoKthAafSsBIda10ERRxMklgrhBH9BYn4dM7mKTgDV9xovzdlKS/zMhUbcQGGpZrN8wp3h4xTJk7Ac0NRQgkTniZJIiaKmd4bcvLfyLotwfCI64kaDwy222c/OIJmjsBzQ1FiIRFJ30nRwdHUlISCAmJgalUsmpU6dwcnIyPrPlxQcozNlAUPj1BIVfZXVO0+l0KJxCGTx2Ns2NxQiCFCcX2/O1oW/lxYcoyF5PYNjVBEdcYxPPu7pHIXWdz8Dh8Tg4OFisnmjOGmuTaa3fjrPiJkIjr7ObhLMnMt6ceXl5GSPldTodBw8exM/Pj+joaDw87Menf6f9ryemTCOmNBoNJSUl5OfnI5FIOlVeUSqVva6uZ2+7qrJq1ry7gUPbjtLWokKt1vD4jS8w6cbxLHrydpsvjQB9kuIoLCykudl82Loh3LC+TuSPjXLOHFKgatMP3Asn5Qwc3cb0uRpc3ExyeAFzyScuToIJyOvypdjBVDXUNrDmvY3s++UgLU36F7sTu08zdHISw65LoqGhAaVSSVVVFQEBAYwYMQJn584v/qbV3KxVeTGQen/9uI/mBn3K4cndZxhx5VCGTE20C5DFDegQG7Tmq6WphQ2f/MjOjX/RVN8MwKm/zjLksoH0mxxnF5ETmxht/NsayGlrbWPTp5vZvv5PGmv14/XUnrNE9A9hwRNzCLAAatva2sjPz6e4uBjvIE8iIyNJS0uzymir1Wq+/+wXtq3dQX27IPfRXSdI2Z3BHc8tICLOtnZAeFwoRUXWReXBQH79wm+rtlNX2YCA/gU6cWRf7nhmATGJUYANqQE7Q0hFUeTnFVvY/NUWasprATi1N5l+I+JZ8swC+g6yTVAFRvjbRUqJosiW1dtZ/f531FXUI5PJOL03mfghcSx66nYGjDBPGslkMpycnAgPD0eME8nNzaWotIiYmBgCAwPNLjKiKHJs50k++vVLasvrATi9L5m4pBjmP3EbQ8aaFyA1BR+R8fZpT4iiyIndp3nv7s8oKygH9L9XdGIkcx+dxcjJ3ctFd42yiuwTbpcvnU7Hqb1neWXBO5Qoy4y+IhPCmbPsFsZe1Z307KohYDpWJRIJoaGhhISEUFZWRnZ2NtnZ2cZInvSTmax+/nuKsovbfZ0nLC6EWffP5LJp4/U78VpLhLiAkyOY22zS64l0/t3SkyVsWetAaYEUQYCsc3L8gjVMmq5m+ARtt4iprv0Ljw2zG3AkHz7PFy+vJONMFhKJlNdPvcuqyABmLp3O1bOvtHmei9UscHZ2pm/fvjQ1NZGbm8vhw4fx8fEhOjoaLy+vf00Q85L9/2tubm7GDUitVmvceNRqtYSFhREcHIxMJqOkpOQfx3kqVT25qV9RU/4Hoq4JiU5DccaDtNReTmzig3alXHl4xdOmLkens07cqFWN5KZ/Q3XpVkSdHjdknT6Eqi2WlqYEu16u3D31BVgMRVAsRZdq1E0o01dRWfIbok6PG84ePESrNg4crqNv33H4+/tbjSBw9+xYgy1FPkEHqVdZ/As6rb5AScrRo7h4jEArXo5OZ1t31N1Es8oa9jIQbRWFP6DT1gJw4dgxnN2HoNOMsWv+steXgWgry9+ETlut93XiOGpdNA6yRRQXS1EqlQiCYLEatZtHjE0/el968qs0fwM6jX4cSVQHSTt5gLj+y/DwsV7kB8DJNQKJ1HY1SgP5VaJch05dBoJA9rnjOLgkEtPvfrz9Btk8h5tHlM1jDH0uzttCUc4qNCp9Jc4Lx4/h6JJAdMK9+AVZF5oHkMr8cXDytHkcQJHyd5TnlqPVlCDKZKSdOEqOcx+i+t5llTQy4C+D4LjBDDqkkZGR5OXlcerUKdzc3IiJiaGx5ih1Rb8jEfVi7emnjpKbGkNk36UEhk6y6gfoVn3Pkul0OlobznBk51uoWvXi+hmnj6FMjSK8zyKCI6aa9QMdWMcgbm6Pr7bmCxz58wVUzVkAZNYeQ5keTljsQkIizUdoms5DLq6Wn3fD/YyKiiIjI4PayjPs2PwRDtJiJBIJWbXHUKZ/TmjMPMKib7DpqyckUU1lMm0175N2sgwQya49Sl76FwRHzyE85maLc6Fh3nNxC7E7GKa26gKZ596lseYUEkEg9/wF8jO+IChyFpFxs5FIrGM4Q3RXbyLXtVotDg4ODBw4kLi4OJRKJceOHcPDw4Po6Gh8fDqiQy+l8tlhrq6u1NXV8fjjj7Nt2zY+//xzYmNj8ff373QDexuqbU+7gpwiVr/zHaf+OotGbRJ6JIC6Tc2ujXs4uOUIU2+/gtkP3GQzldBalFZlWTNrPpJz4YQcjbrzANGqBU7vcyTlmMiwy1Rcc6saBycBEQHRDDFlqORnUjeAjsxsDZWlVax5dyOHth3tXFUK0Kg1HN52nMN/HOfPMfu4bdlNjBo1yi4NFHNkUW1VPWvf28C+3w7R1tz55VGr0XJ42zEObTvC6GvOcffzdxg1t2yZucW9qaGJte9t5K/N+2lp7Lwoa7Vajv95msM7jpO2L4c7n1uAb2DvdQRaW9pY/9Emdm7cQ3M7+WUwnVZHxslcnp/zBsMvH8KSZ+YT2C7Y3dbWRl5enp6Q8vZm8ODBuLu7G/2Ys7a2Nn747Ge2rt1lJL8MJupEkg9e4KHrniRpbH8WPX074bGWFx5boEir1fLDFz+zZdUf1FXpCSnDZYk6kfOHU1k27Sn6j0pg8dPzLJ7HHtPpdPyy8nd++uo3aspqO/dLFEk5msbD058iYXgfFj0512JUk72V735f9weblm+msrjKCOYNln4qkydufp64pBgWPjnHbKSRIc87NDSUsLAwioqKSE9PJysry0hQGXaFd/24h/UffE9BdlH7rmPHQpd5Nptnb3uZqMQI5j06uxtp1NP0v/1bD/H5SyuoKKjsFu6bk6LkxYVvEB4fypyHbmH8NWM6+elpqPbR3Sf46JnPqCyo7kaKKFPzefXOdwiODmLW/TO5/IaJ3dJnrfkTBIHAwEACAgKorKxkx8+72PL1Diryq5DL5Z3uSUFmEW8/8BGr39nATXdNp9/Qli5na5/zBNCJlu5lx31WZsIv3zpQkNV96awolrHpMxk7NmkZP72JAaO7vwAaSCJ7frfsC7l89vw3XDimL1kumkzPJcoyPnnqS9Z/8D3XL5jKjXdMs6hP1dvQcENbw3rl4uJC//79jSWIT548iZubG5GRkXYXW7hkl6w3Zkjle+mll/juu+/46KOPGDBgAAEBAZ2esd7iPHsi41uaS8lJ/ZyGqr2IYlcNTg31Vbs4vX8/XgFXE93vHuRmNEvs9dnWUkVO6hfUVf6JKHYlDrQ4SM5z5sCtePpdSUz/++2KujKNRjE1PdH2BTXlOxB1eoyi1WrRabUIgoCTNA11axpVhefw8njA7hQ2czhPrW5CmfY1VaW/I+q6br7qaKo7glp9iPy2kXi4P4mTc6BdvsyRYFptK8q0VXryS1ffzVdz/QmkqiNknDlMfNLDuLjZt+FiDhuZI786TETQplGa/ThFQjyRfe8lMnqEXQLO5swQ+VWevxGtpnOUmICIqiWFCyfuxMk1iah+9+HhZVlM3xbOE0WRguzvKclbj05drgd5JtfV1pRC6vG7cXRNJCrhPrsIKmu+ipS/UZi9Co2qu3Zma1MqF07ch6NLPFF978E/eIyZs9hvxXnbyUv/CnVbPqJW20kIRdWcQfqph8lNiyUy/i6LkUbW1jxDRbTIyEjOn/mB43ueQy6UIWnXEDP6askm4/Tj5KZGEtFncTfSqKc4r7zkMLnn30anykXXZd1XteaSlfwcyvQvCItdSGjU9cZzG56fnviqLj9NWc4rSHS53XCeujWfnPMvkpfxJaHRtxMee3MnnNdTXNlUn0ld8Vs4aM8ilUjQaHVg2HRrK0J54XUKsr4mKGIWkX3mdCJyepqSV1+bTUby2zTWnEAuaIAObKVRlZCf9g6F2SsJDL+JqPj5SKWdsZe9Iu0ATQ0FpJ99uz2dsX0Oa79PWlUZhRkfUpyzGv/QG4juu8CiPtXfJZru5ORkjFTLz8/n7NmzODk5ERkZib+/fbqEF2v/q4mpvLw8VqxYgVKp5Pjx47z22muMHj3a7GD4J4gpURR595GPOfj7UXRmcpEEMAYqtTS1svmLLez+YR8vfvs0UX0tM9+WxC0/e/5rdm7cQ1uLeQbW8N6iahM49IcDpw/IWfBoK77BmAmJsm7bNooc2flQZ6Kt3XQ60ViWGURSD2bx2tkPeOSD+xgxyXYYcddQ7Z++/pX17/+Auk1ttZ1GrePQlmOc2p3M3a8sZvKMCT329cfGXXzzylraWqynEuq0Oo5sP8Gpv84y9/FZTF9guXyzwbou8ge2H+GTJ7/oRn51atPu6/iuU5zac5YZd1zDyOuGUlJSgo+Pj0Xx1q5g4uyhc7x1/4c01lkXiNVpdZzel8yDB5/k6tuv4M7nFtrsV1fLOJvJy3e83Y2Q6uZLpyP5UArLpj0Fit4Jy4LIovH3UllsPUxfFEUuHEvnsZnPMeLKoTz3xeM9nqQrSyp5Ytbzxugea5Z5NpunZ7/EgNH9eGXNcxZJAVNR6aKiIjIzM8nKyiLQP5D3HviU/PTCjoMt3MfclDxeXPgGcUkxvPHdC8YUX3sBS2trG0/Nep7001ndiLaulp9eyOt3v8faPpt4c8OLePp49EgrSqvV8uy8lzl74Dxqtdpqu+KcEt5b9gnfffg9r657nsBQ/x6Do8+fW8nhbcf0/RJBpVIjlUq6kT9l+eUsf/orXL10LH4UAk04Wb3amXV/EonAxi9knNjjYHMqra2SsmVlDYe3L+G5Lx+n39COylf2AqSvXl3Fz19vRey0DnRXEawuq+HbN7/jxy9+5bEPHuiWumjweTGApWt0pqOjI/Hx8URHR1NQUEBKSgoDBgwgNNS+6qqX7JL1xMrKyvjiiy9obGxk27ZtPP/881x++eVmx/TF4jxLc2p68nvUlPyCaEZ70/RoUWyjuvRnasp3Ej/4Tbx8LactW8J5OalfUV6wDlG0gIeM16emtmIrp/bsJjrxefxDrOMhQ79M709e5gZKcr9EFNtAFNHqdEZCSiaTIUgkehFfQd1OvO0jLP5RQiKuteoLumOvorzfKUh/H1HsujnQ9Tp1qJuPcGb/rQRH30VE3Owe+yov2kfOhVfMkF9dfKGjtfEYyYduxz9sDjH9ltr01RXn1VSeJuPM0+i0Xckv0LVXNjVco0KWQ1n2Y6ibZhCf9IhNX11xXn1tBqknHjFGY1lpSUvjGS4cuwN33yvoN+T5Hm8cNNbnk3L8QWOElEX9T0RaGs+TevxuXL3GMGDk2z3eyGprqeLMobtRt+XbPLa1KZ3Ukw+SlzmYwWM/QibrvBneNfKnq6lUDZzavxRVc6ZNX6rmLDJOP0p+RgKDx3+K3CS10h78pdW0cubgvbQ0JOPsAGq1gE6rRd2eImZ6n9StSrKSnyM/YwWDx31mJIDt1QXV6XScOfQQjTVHELXWcZ6mrZDclJcpyPqGQWM+xdk1xOZ9MzVRFEk++gx1FbsQtGqrWQ9aVQl5aW9TmLOKASM/xN0zrkfEDUDKydeoKv4FndiRriaVStHqdJ2qB4uqCgozP6Y4dy39hr6Jt/9g472xFwOlJ39MWf46ELVYU27Wqasozv6CEuV6+iS92Cm6zt60uuy01RRlfdYpQ8kcwNRpaihVrqAsfxPRiY8SEtl9/r0YnGdu81KhUBAbG0tUVBSFhYVkZGSg0+mIjo62cJa/zy663M4TTzzB+PHjmTt3Lmp1x0Kq1WpZtGgR48eP56GHHrpYN53s/PnzzJs3jz59+lBXV4eTkxO7d+/m+uuvtzjQpVKpzZcyS+0sAR1BEFj6n4VMnDEWmcI8x2cYYhKphKRx/Xnu68etklJgeSdt4ZNzmXrb5cgV1t+MBAEi4jXMf6SV6L6ixUlDENqvz8zXU25UM33JNTi7dbCzOp0OtVqDVqNBIhGQy2UgCMQMiLSblDL0zxSQzVh0Hbc+cCNuXrZ1SwKjArj/jTvtIqWg+07alFsuZ8GTt+EdYDv33C/UhyX/mce0+Vfb7csUSIybOoo7X1iIf5j1HG0ADz93psy7jNDBgajVaoYNG8aAAQPMklLmdrmSxgzg/jeXEtYnxKYvNy9Xbr53BgufvN1qX7qaoXJKZEIED717DzEDIm2m4Tm7OTNt8TVE2Jlq1u06EHjq04dJHJmAILHuy8HJgStnT+KBN+7qpEllMFsh+75Bvjz31RMMmZikB+RWTKaQcdmMcTz+0bJupJQ5wCKRSAgLC2P8+PFER0dTWl7K1DsmkTQhEalMirU6bxKphFFXDeep5Q930p2zl5hydHTg2S8eZ9LMCcgtzFMGEwSBQeP789Tyh436Rz3ZsZNKpTy9/BGunnslCkc5tsrn9h3Wh8c/eojA0A5dN3vDkQVB4NF37+fGu67Hxd0ZQSIgl8uNOmRdSzjrI88GdCKlDF/rnynrvm5cqObKm1tx9bBNsvqFKLj/9aWdSClD/+wBD4uenMuip+fgG2Q7OsEvxJc7n19olpSCiwcsltrK5XKio6MZP348vr49Ezi+ZP87rKf47sMPP2Ts2LFMmzaN+vruL+o9sezsbO6++24iIyPJytKniOzYsYPZs2dbHJMXg/OgezSRwWL63Y130AwEwUxEeKe5SsDJdSB9BlknpcAyzovoswC/0NkIElt6gaBw7kPMgBdtklL6yxS6Ya+wmFvwDZmLRuuESq1GFEVkcjkyubxjDWzvn0wRQUTCUwSH296kM/TP1Fdw+DWExN6DRGZ7rhCl/oT1eZjw2Fl2+eqK8/xDJhAR/zAyhe20HUHiTXD03UT1vcNuX6bripfvYKITn0bu0JGqptNqUatUaHW69mrU+jVNIvUgIGIBsf0f6LEf0Kdlxg58AQfneDv65YJvyK3ED3ysR6SUAecpHAOJHfAijm6DsLWOCxJHvIOmkzDkP72q4urg5EO/YW/i6jkaAetrlSDIcfe9kr6DXwRk3XCeLVMo3Bg48m3cfSdb1ILscCbD3fcy+o94vRMpBfbhIqnMkQEj38Qr4FoEiYNeU7V9PGg0GtRqtcm4leDiOZLEEW90ikq0F39JJBL6j3gF35AbEbGVuSLg5JZEwtBXcXbVvzMYCDB7sVfi0OcIiJiLDtvSGA4u8cQPetGY6ttTYqrvoMcIjrkDJB6dRqJUIkEhlyOTSjueOSGAqH5PGEkpgz97fcX1v5ewuPuRKuyokKoIJDrhkW4pn/am1UXHzyUy4XHkDp2zV8y1ksh9COtzN8ER5udf06innpo1nCeVSomIiGDcuHEEBQX996fynT17lqKiIvbv38+rr77KDz/8wOzZ+t2NLVu2EBwczIoVK7jjjjs4fPgwo0fbL9hqyX7++Wdmz57N/PnzSUlJQRAE4uLibD68vS0HbGsnzc3TjYfevIfbHryFL19aycm/zphETwlI5RJGXzWcuQ/PJiQqyG6f5ssBO3DnfxYyaOQafl0DyYflaDUd1ySRQkyiiutuUxESaVtjShDEzuysSaqIXCFy+7JbmXnnND576Rv2/3IIrVqLVCJFItU/cLGDouk/OZ75d93eo8HaFURIJBJuXjqDGYuuZcPHP7J1zU6aG0zT3gSi+oUz4rpBTJ52GYGB9oV3G87dqfKbIHDNnClMnX0FP6/Yws9f/U5dVWcAHRQVSOJlfVj44FxcXXtWza/r7zZ5xgQmTR/Pju93s+mTzd0if9x9XRkzfQSJY+MJCAggMjLSZkUES/d61BXDGXXFcA7+cZR172+iKKtzOLSbtyvXL5jKzDstp/2YmqlYZ9fqK8MmDGbEZUM5fTCZb99aT9a53E5jydnNmSmzJnP7sltxdHLgoZmP2/RnyeKT4nhzw4tkJGfxzWtruHA8vVMkiYOTAxNnjGXh43NwbRfkNlfdBWzvBkX2CeeV1c9RkFXIV69+y7E/T3aKhpTJZYyeOpw7npmPb5B5gG1tLjLoJAUHB1NaWopPoDcjpw9l1/q95J7JR9SajFWJhKGXJXHncwsIje5OOPakwp5PgDePvfcAE28axe+rdpK8L4W2FpN0FAESR/Rl6XMLiTXRaDP46QnYdPN04/5XljJgcjynd57n4JZj3dJYo/tHcuezCxg4uv9F+XJycWLJU/O5bOZYfvzqV87sPk9dZb0xqlOlUhEQ4cfip+dx+fTLyDj7Di21XU4i6P9leW9MRCIRkMgEptyo5YoZzezbLuHAVgdqKzov5h4+WqbcrGLstWNIHNZdC8NekkgqlTLzjuncuGQaO3/Yzfef/UzuhTxMIYu7txs33zODG5dMszoO/iliyvRaL6Xx/d+znuK7uLg4fv31Vw4cOMD69etZvnw5Tz31VK98Hzx4kMsvv5ybb76ZY8eOERMTg4uLCy0tLcaUdnN2MRFTYHm8y2RO9Bm4jLY+C8hK+ZCGqr8QTXa5RVGCi8dIIvveZdR0ssenOZwnlcqJ6beU8LjbybnwGTVlW/URTUYTUOmi6NP/YYJC7StOYjBTsqi5uZm8vDzKKqLwDnkbmXYf9VXdU+wUTn1o1A1l9Ng7e1Q8qCseEgSBsOgbCYmcQX72d5Tlre+W9iZ3CEfiMpnAsCmE2iju0rVfXcmJoPCpBIZdRZHyV4pzVqLVVHT6XioPoFUYSf9hdxjFqe3tV1dffkHj8fIbTWryD1QUrkEuqTASEABqnSvOnlczZNSDNrViTP2YMx//ofj4r6Cy7Bh56Z+iaukS+SO44Bd6A5HxC5HJrBcBMO2LOZznG5CEf9AX1FalkH3hI1oakjF9lxAkjngHXE1M4t09qixpztw8ohg05n0a6nLJTvmIptpjiCZFmARBjofvJGL7P4Cjky+GSpFdcZ49JJWzawiDRr9Jc1Mpmec+pKr0T8AkQlGQ4uY1mrgBD9mt62TJHJ18GTDiBdpaH2T/rudAexKpVIOk/flXa3RohShiEx8kps+4br97TzYGFQp3+g15EqnzNZTmr0fQHEXUmsp6CDi69CWm/zJ8TIgbg5+eYC+Z3In4gfdT3zocUbUPVcMudJqaztfjGEVkwr3dUiF7SkxJpXJi+y3B2fMaUs9+g1RyFK2qI7NBIpEgdwzBK3AWdc1RpGU106zKJCIiAoVC0aNUPolEQlT8HCL73EbyyW8pL/gO6ByhKJF5ExKzgMi4WWZ/G3sxlyAIhMfcQHjMDZQW/oUy/WtUdSmdNjsEqRuBEbOISVhsde64GMkGc5HxXa23+lW9sYsipg4dOsSUKVMAmDp1KitXrjQCl0OHDnHttdcavzt48ODfQkxdeeWV5ObmGsmJiooKRFGkqanJaqWgv2MnzdpA8w/25dnPHyMvI5/PX1xJznklCaPiuH7RVIaOHNJjn1bLAbvJuO2eFqberOLnbxVkn5PTZ5CayTfqCApRI5N2HTwCFokpiyZSWJBNYVEFY24YxvULp7J15U4Obz9O/NA45j0yi4j4MA7YUeWlq1kSJJfL5cx9eBY3330Da979jj9/2EtobChzH76FpDEDOH36dI/JRUs59BKJhBuXTGP6wmv5/rPN/LbqD7z8PZh1/0zGXT2avXv39siPNV+CIHDVLZcz5ebJbF2/gx8+/QVBIjBm+nCiBofh4eFBv379ugnGWzNri+/Yq0Yy9qqR7NtykPUffE9zQwt9x8XwwIv39IhoA/2EZQpUZCZgC2Dw2IEM/mUgp/af5du31lGaX86U2ZOZ86CekPo7rc/A2E4EVfb5XCZcP4aFT8zBzbPzs2+u/HBPdtXCYkN5aeUz/LVjL79+tQ3luXyGTR7MHc8uwD/YegScPX4kEgnBwcEEBQVRWlqKk5sDLQ2tnNyWzLmDqfQbFs+d/1loVWi8p88dgLO7M7c/dguBbwex+t3v2P3jPsLiQrjj2fkXpc1lzuQOcuYsu4W7n7+Djct/ZOuaHXj6erDoqdsZeflws216SkwZTCqXctWcyTz25kNs/uY3Nn+9BalUys33zSByYCjFxcWcPn0aSVvXKA6T8HUrP5vEJFpPIhEYN0XDhKlw5C8p+3+X0twoYdI0FROv1bQ/K3+PDoAgCEy5+XKm3Hw5n7z+GSl7M6gorOTaeVdx+7Jb7SKY/y7tAVvXecn+b1lP8V1tbS0TJ+r14qZOncr8+fN77XvkyJGkp6cbK8/qdDrkcjmNjY0WC4XAxWlMATbbOjh6kTj0BZqb7iT7/Ps01Z1C6jQAJ88ZDBx8WY99WvMnl7sQn/Qoba2L28mw/Ti7JxHZ925Ony3GzbO/xbbWfDY2NpKXl0dlZWWXYjWD0aiXkJ36BTWl23BwiSGiz1K8fAfx119/9Rh7WcJ5EomEyLg5hEXfQl7GKsoLf0Tu4E9YzBL8QyaQkpLS44IK1rBXaNR0QiKn6bWSlGuQSB0JjppPcMS1HD16tEd+zPnSaDQUFBRQUFCAs3MsSWNX09Z4nKKcbxB1bfiH30qzejCOjo52k1IGs3YffANG4BswgorSw+RnfIa6rRy1bDD9hz+Et7ftaA9Ts4XzPH0SGTr+C2qqzpFz4RNamzLxDrjqbyGkulpngupjmupP4e49ntj+9+Pk3KFxY7hWU4LKQFDaux45uwSSNOp10lKPU5zzDQIpuHgMIW7AMtw8Iq227SkucnD0ws1vLkEB99NYvZmq0u04u8USk/gAjS2e5OTkUFJ+gOjo6E5VL3uj8SmROuETfDsJfV8gK/UbKgp+QuYQQHTCfRa1uXqLvQSJjMCI2YSEPIIyYx0lyu8QJAoi+iwlJNJ8dE9v9KwM5uo9hREjnqUg52cKs1ej07UQGrOQiNhbjM9mdXU1OTk5KJVKwsLCkEgkPe6bIAh4+k1CIwwg2L+OvIyvUbeV2kUS9eZeBoZOIjB0Ejv/+AqF5ABalRLf4GuJ63+vseiZNfunNyDh38N5F0VM1dTUEBSkjwLy8PCgurq603eGna2u312Mubi4dGL2DC/a9hBTF7OTZm8KRkSfcF5f9zw6nY6cnBy7fOp0On5f9we/rtiGX7Avtz96sw0QIAda8PYTWPSoGp1OhUQi0NImtzBwOhNTZw4L7NqsQJAI3LBQS3R8R0yVgIhWq0On01JYmEN0TJKxEkv823148M2OB84Q2m/tIUw+fJ41722koaaB25bdzIRrx9osB+zo5MAdzy5g8dPzOp3XVrvctDxWvbWegqxCZiy5juvnTjUbxWRqUqmUWffdxC333NgjX+XFlax6ax0pR1O54ubLuOXeG2ySH4IgMHH6WMIHBlNZWUlgYCCtra34+vpaJaUa6hpZ8+4Gju48wYgrhpJ0RYJdwG3CdWOZcN1YdDode/futWuibGtrY+PyzfyxYRf+kb74vxZAaFRIN6DS1YaMT2LI+CQrY8HChCaK6DRaROxf5A0ElbVxZziX6QvHjh//5IdPf2Vz6HYWPnEbgy1UuzO1wDB/lr68gD59+ti90IiiSNrpDN5Y+j6tzW3MWXYLE68bZ/E6g4KCyMjIIDo6Gr8gXy67bQwxMTGEhVlPyzQAFmV6Hp+/uIISZRk33HE90+ZfbfFaDWDKzcOVe1+6g7tfWGyzX6b3uaKkki9eWknqiXSmzJrMrPtmWizmYPDl6OjA/EduY+6yWT3y1dTQxNevrebIjuOMuXokCx69rRsB2bWdRCIxRhpBxziIjY0lNzeX/LwCfFzVSKUyE7JJQKOGP34QOLPfkeh+Wq69TYW3r0GoU39Ml94hCALDJsCYy9vQ6cT287WPO6n5UHptu37Lzyu28OOXvxLRJ4yFT95OTL8os8eb3svYwVEsWbYQhULRI9BzsSHevd2Fu2T/u62n+O7vxHwymcxISoH+OXZxcTFWYLZkvcV5hpdce8kXZ5dgBox8G51OR2FhIXV1dTbbiKJISf42inPXIJG6EBp3j/Gl2trzbCDDTI+TSstsXmtF6WEKMr9Cp20lvM/dOLgMRKPRkJaWRkhIiNliNTK5C/EDH0bX/6FueMiav7rqVHLTPkXVWkxw1DxCIqfZxFBSqZzohDuIjF/cI+zV1FhIzoVPaG64gF/IDUT2mWcT5wmCQHjsLYRG39QpXckWZmtrrSEn9TPqqw7h5X850Ql3Gn2p1WoKCgooLCzE1dWV/v374+XlpT+3z1SCwq8y+khPT7eJ2TSaFpRpK6gu+wMXzyHohCsQRU+rbQD8AkfjFzganU7H4cOHkUhsbwjqdDryM9dTnLeRllZPqso98Q3oaxPnefkMYOj4L3r04q2vsvc7hdmrkMm9iE58AC+fATbb6Qmq92z6MiWotFot+Tm70dYv58iulUT0XUqQhWp3piZXeOMbdg/9+/fvUb+aG7M4sfc1VG3lhMbMJyx6hlUcK4oicgd9VJNO97jRlzcQGqrfQMvKyjIWygkODjbiqKbGQjKS36e5IZWAsJuIip/bTXTbYIZ7JpU5Ej/gXuIS77bZL1OiTdVaS3ryB9RVH8EncAqxiXd2S2Xs6ksikRLddx5R8XMB6ySGwZcgCGg1rWSmfE5lyXY8vEcRO+BenJzMb/6aSj0YIo26jg9BEPDx8cHHx4fa2lpycnKoqKjA2dmZxsZGygp/olS5AWf3BGIT77dKQBre+4PCJhMUNtnucW8gegpzt5Cf8RUKx0CiE+7G23+QzbZSeQyJQ2/Bzc2tRzjv/9IG5EUhTk9PT6OOQF1dXadwWGvf/Z3m4OBg3EmzZn/HTpo9u9Om7aRSaSddhq7W1tbG5q9+Y9u6XdRW6IFNeUEFT9/6MqH9goiPScA/2Fy6UOefzfiCJXb8p5PqgSAgijqO/Cnhr18VVJd3DMDPX5QS3kfCdXM0hEVp0Yk6QEAqlTFwQF9c3TunzXUFEGBel+Ho7hN898EP5F7IN17Yuw9+wqblP3PjXdfiEmA9xLirL0M/zPnKOJvJqre+I/V4uvH7b15azS9f/871i6biG+vZK1/mgERpfhkr3ljLyb/OGIXhf/j0F/747k8GXzmAm++aYfb8DQ0NKJVKqqqqCAoKYtSoUTg5OXHu3DmLgKW+poFv31nP/l8PGdOudny3m52bdjN+2hjufn4xzq62o6zsCcFsa2tj4yc/sX3dLhrr9GlXteV13DvlUZIm9ue+l5YSGmlbr8EWUWQ00VAn0jBaDToBXXLcrVy2vZP2tk07WPf+Jn2FOJmUxsomnp79MnEDo1jw1O0MsUJQGcgfe32dP36BL55cRWlOhbHNm/d+wOp3NjD7gZs6VaDraj4+PsTGxlJRUUFWVhY5OTlERkYSHh5ulhyoKKzk54+3ceFohjG18csXVvL9p5uZsfg6Zt45rdt1d03/s6dfoijSVN/MWw99wIEtR4zjfuNHP7Fl1XamzLqc2x+6pZP+lcGXufnCmun1LbR8+coqtq/fRWuTvnDAtjU7+fP7vYy/bjQLnrgdH3+vbu26ghNTc3R0JCEhAU29H6pGCRqNun0+gf3b5BzYKqehTkAQ4OwhKeePyokfpOGa2Sq8fKyQzRiqCHb2J7VATB3cdpSNH/9Ec41eALiqpJrT+5JJGNaH+Y/fxoARiWbbmQro9nQn7p/eSettRN0l+++2nuI7T09PoxbUP4H5XFxcaGhosHpMb3Feb9sacJ41UkSn01GQvYmygo1o1eXGz7PPPoC2NYz62jA8vePs8mX6t7lrFUWR0sKdFGWvRt2mLxMv6nSkn3qENm0wUpcZJPSfalMOoescY4mYqq44jTL9c9qaUjDgvIKMtyhRrsUnZC46nW0tT3t9NdTloEz7jMbao9Ce4lWW9zUVhT/iE3wLOp1tfU17MWVrSyU5Fz6lvuovDBUYq0p+oLpsG1rpaFpcp5KXl4e7uzsDBgzAy6t7P82lZJkzjbqJ3PRvqCrZYkyjrK/ciVq9C1XDWAL8n8TB0b77aGse1um05GWso6xwE6KmGgFwlJaTdnIRUodB9Bv6GH7+tvWr7MUNxXlbKcxagVpVBIC6rZCUo3fi5DaA6H7320VQ2bveKbP/JOfCciS6PJzkUtpaqsg4/TjK1Ggi+95FUJhtgspeX/U1GVQXvoVUzELavvYrL7xGQdYKQmPmEx4z0+xvYbpWmhv3BpmHkpISsrOz9fOprp622lXktp40imQXZ39GiXI9AeE3E5OwAKnUwaIfe/ul0+lAVHHh1BtUlvwOOj32qij4jsqiX/AJuprYxLtROHh0a2fqyx4soNPpEBDJTPmS0rwNiFr9vF5T9jvHy3fi7juePv3vN+pfGcxcSp61vnl6ejJkyBCSk5MpLfidA9ueRiFrRCqV0lBVwen9B3DxGEp0v3vx8umOvbr6s3d8VJYdoqVyOTl1eukWjaqY80fvxNGlLxHxd3TTpOrqs6swvj32b0RM/Vt2UcTUmDFjeO+995g3bx5//PEHY8eO7fTdrl27mDBhAn/88QcLFy686Is1Z4Ig4Orq+o/vpP2dJYibG5vZ8MmP7Nq0l6b67lVDdFqR7FNK7r5iGeOuHc2SZ+Z2jhQQ5FbTTkxNqxU5uN2Bo7udaKjpTqyJIuSlyfj0eXdi+qu4YYEa/2AAAZ3WcjU5Q/+gg5gSRZF9Ww6xaflPFGZ1L/cKUJBRyAfLPsc33BvXt9xJHG65lK05f6aL+/ljF1j9zgYyTmeZXfQri6tY8fJaXHyc0f1HYMJ1Y7sdY8m6ApaCnCJWvbGO03uTzf6mDTWN7F6/nxPbz3DT3TO4YfF1SCQS6uvrUSqVVFdXExwc3G2X0hwBVltVz7dvr+PAliOoWruWpQZVm4Y9Px7g+I5TXHHrJKOOky0zd4/aWtvY8PEPbP9uN011zZ2q7MlkMkQRzvx1jjsm3s/gSQO5/+U7CQqzTyutkxnWqk6ElNmrNE9Q9dBEUeSPH/9k7bsbqMivQiqVIleYjn+RzOQcnpn9MrEDo5j/+G0Mm2BdrNaapZ3J5KtXVpF6Ih1Vm7pd0LzDSnJLeW/ZJ6z/4Htm3X8jV940uVP/THeQ/P398fPzo7KykqysLHJzc4mMjCQiIgKZTEZpQRlfvLSSg9uOIBG6ExU15bWsfH0tP331K9cvvIabl043kuo9DQtvqGvkm1fWsP+3wwhi99+jqb6ZzV/+xvb1O5k8cyILHrsNFzd9RGtPw5m1Wi2bPt3M76t3oFN1f1lQtar484e97P31IKOuGs6iJ+d2E023ZYKgRSaTotNJOPynwK6fHGiolnYT8ddqBS6clJN2Sk54PEy7HcJju57NcmEJiaQzMXVi32m+evlblKl5xrQk41lEkQvH03ni5ueJTozktoduZsyUzvpU9lZ5MWcXqz1wKWLq/0/rKb6LjY3lvffeA+h2/MWaIAi4ubnR1GS9ypqtzUBrZiu1rqfttNo28jLWUFG0uZuWkt5EFJIsUo8vws1rPLH9H8LR2b5y3F3JG1EUKVL+QolyHRqVHnvp2ivsiaKIRCrFRV6BuvUz8lL34+z4pFGI2B7riocqSg6Sn/k1qpYMs8drVMWU5ryBqs2bilIZfoH2y3h0xUR1Neko0z6luf4UxnLqJqbT1lCR/zlimxOFOfWERFmPWrHmq6W5tJ2Q2kcnzSEAUUSjrkfbuhV14x78wm6i78C7LEatWPMDoFY3kZv6JdVlWxF1zWbaqFE17eX0vuN4+l1JdOK9dqXNmcN5ekJqbTshVaNft9rvkVQmQyqKaNVnOHdoDlLHwfQf9iQ+vjHdzmOPmSOkuhxBS0NyO0E1kOh+99lFUFmyvOy/yLrwMRKtEplUirSLDpqqNYeMM4+jTIsisu9SgsIuN3vN9oyZhrocMpLfo6n2OIJWBRIJprunWlUpealvUpi9kpCo2wmPvbUTLrHHj0QiISQkBG8vBWePvk599V40gqZDRN9wLm0dpblfU5a/Ef/QG4hJWIJM3rOKzcbr1rSSm/YZmtpfqGzu/oyJumYqi36ksmQLXv5T6NP/XqNAe08xpSiKFGRtRGxYQUlO9/cbRBX1FX9yYs9eXL1GEdf/ftw89JXgepMiV5K/i4rcd5CJ5UgdpWi1Aiq1Gmn7pkJT7XHOHVqIk1t/ohLuxjegQ2aiJ9X8AGoqksk8/y5N9SnI0KDPbjJ2jNamVNJPPUzuhSjC4uYTHHFNt/eA3pJEf3dVvv9Ju6iqfIMGDSIgIIDx48eTkpLCzJkzWbpUX271uuuuIz8/n/Hjx+Po6Pi36EtZsn8yxBt6D1jM+aytqufB65/kl6+3miWlTE2j0rBn836emPUCTQ2mx1oZQEJH2p5WK/LFqw7s/MGNhmozbUTjoYg6yDrnwKcvOFNaKLS3t05MGV6kDYDls+e/4b1ln1gkpUzdluaU8/yC1zmy67jVY03NFIxt/24nz819lfRTmTZDpOtK63n/4U/5/vPNdvsyBRIpx1N5ZMYznNh92uY4aKxpYvWb3/Have9y5swZTp06hZOTE6NHj6ZPnz7dQue7ApaKkkqWTXuS3T/sM0tKQccy2NLUym8rtvHUrBdoa20ze6ypn67W0tLCE7Ne4MfPt9Bc16wfOkLXdnqCSiJIOfXnWe65+hEO7z1MW5t1f91M1E+6oumgs9FAFHVWK6WZbSWKVFVV8d4zH/HBsk+pKqpFrpAjkVqa6kSyknN4fv5r/Prt1m5jyZ4F/ujuEzxxy39IPZ5us2uleWV88OhnfPTUZ1b9CIKAn58fo0aNIikpicrKSvbs2cOBvw7x4LQnOLrjRCdRdnNWV1nP2rc38OTsF4zjtieApbmxmUdnPsPezYfQqKzr87U0tvL7t39wz9RHqK6oNfrqSVj8y3e+yc9fbqW10frY0qg0HPjtMPde9QjpZ/XCr/aKW4o6/TO1baOMn1e4tM+LnSNOTU0nQm6qE8ufd+bEPpPzG6r5WfjBTVP5/vplHy8tepOCjELLZVDbLSdFySt3vM3Xr3/b6XPTiKmeWm9Bh70gyTQ15pL937Ge4js/Pz+uvfZaxo4dy/r167nnnnv+1utxcXGxi5jqLc6TyWR/G87TaFo4fWAJZfkrLZBSJiZqaajZS/KRu2htLrd+rIlP0w3B88efoiDjbTSqYmOamb56sgS5QmF8hgVENK0XuHD8Xmork+3uoyn2ykn9mqzkxy2SUgYTAJmkjKyzT1Ck/K1XvsoK93Dh2FKa609gjpQyNZmknoLMd8g8/6HdvkzxV0NdNmcPLqC+qosQdvs8aKhaKJFIkMnaqC/fwPljj9qV/tkV56lU9Zw5sIiqkh/MklJgupfXRk35Fs4evAOVynqlS3PzsEajIfnwQ5Qqv0DU1prfTBH01eIUcimoTnN6/zxOn9xOS0uLzb51tfTkD8i98LIFUsrURFoaznLh2D2UFu7usZ/a2loO/PUx2eceR0ZBp3FuzlStuWSceYqMc5+bxXm2rKYimTMHF9FUexRbY1GrKic//T2Sjzze6dz24q+WlgpO7V+EqnE/UolWL5RuqDqn1XZCHaK2gbK81ZzYtxCNuqlHfgC0WjWnDtxDfcVPSAQbuF7XRk3pbxzfcxtNDQX6j3pIFp0/8TJl+Z8hFay/syNqaKw+wOkD8ygvOWz01RPyJTd9PZnJzyKI+nlVAGRSqb6IgyCgVqtRazToRB0tDee4cOw+ctPXGdv3RDS9ovQI54/dR2vjBaxtWoJ+LGafe4Hzx1/s9LlhLukNwXQxkg32tP03I+MvmiJ7++23O/3/F198oT+xTMaqVasu9vQ2zbCTZg8x1dudtIvRp+q6aHn6uPPJtrdZ/c537Ny4h7aW7hOB4bf3C/Xlxjuu5+rbruzy0qqw8AIsIJi89EilAnc/18auX1s5uNWJpvr2n1s0/Eswrn5OLjpGXqHmihs0ODjoP7QVMQWdQcQ9Ly1hyIQkvn3rO4pzSiy2UTjIiR4Vw1PvP4K3f8+qoRh8TZ19JbEDY/jm1dWkHs+wuLBIpBIi+oby+LvLiOrbuyovicMT+HTHu6x4Yy1H/zhhTGUyZ4Ex/lw+azxBcQG4urrSr18/q5VsugIWvyBfPtv1Pus+2MTODbtpabL8G/gG+zBz6bRu48OSmVZfMbxwvrXpRbau28nPX22hprzWYltXTxem3nY51y2YSmFRAQcOHCAsLIzIyEj7KvWYvLyKxvFntUH7C6/tUxusurqa7OxsGhsbuWHJ9Vx769V8++Z6zh9N61TFz9QkEgkDRiew8Km5RCdEdnoRt1cwfeTkYXyz92O+eX0NB7cdRaUyTygChMeHsfDJOYycPKzT55YmfUEQ8PX1xcfHx9i/Ba/cSvLuVPb9fBityvK85B3gxa333sh186Yaz92TSn7Ors58tuN9Vn+4nt9WbqelzvJYdHJ15Orbr+T2ZbNwdHTosS9BEHjhm6fZsnEbGz78keqiWovHSmVSxl47kjueXWhM6dPpdHaRL4a0jGvQyB87AAEAAElEQVRna0ka1cRv62TkXlAg6gREI6ffASoEICK+lRuXiISY6NAbov4EC5hFIutIsZ00fQL9R/Rj1Vvr2PPLAdStlteh0NhgFj8zr9v4MACy3gCD3u6kGcpw/zeFeF+yf9d6iu+WLVvGsmXL/pFrcXNzs5nK11tyCS5uA7IrzpPJnBgyfhXK9JWUF27qVunOYAIgSH0IjJxFeMwsq4K6lq5VEAT6DX2V1OT1VBSsQSqpRSqRIDHz3Opwwtn9CgYOX4ZcYX8hFFOcF52wBA+fwSjTPu5eEc7ERGS06eIZNuYVXNxsp9kZzHTdDQi9DFeP1WSnfEBT3XEsEgKCBJUuksRBz+AbMMhuX6Y4z80jhiETN5GTspzaih2Iuja0Wi3a9hdvuVzeromjQZQEEdnvboLCpvS4T6CvnjZkwlryMr6lovBHdDrLhJNE6kVA+K2Ex95m1/gwV2Wv3/B3KS/6gxLlt2hUlrG5IHUmIORaAsPnkl9YxqFDhwgODiYqKqrbpqol65u0jKrA8eSmLae1KdWyL0GKq9c44vo/iLOrbZkIg9XV1ZGdnU1tbS1hYVPxHXg1+Rmf0VhzpFMVv06+EHB0SSSy7714+SUZsUlXvTFr5uU3kJGTfybj/HJqyrYDlt85ZQ5hRMbfSXDE1E6f2yvq7+Tkx6grfiI3/Vty01YhF1qQyOVG7G5M95JKkco8CYqcQ1T8XOP46BqVbc2kUjnDJn7DhbPrKcxeBdRaPljiiG/QtcT2vxeFws3oqyfE1IDh/yE3cyzpyR+hoASL7wKCFDfvscQPfNiY0tdTX1Hxt+EbOIbjB14GdQcRbyCoxPZ3e41ajU4SRUziMiLjJhiP68l99Aschcflv5J14XPKCn4DzBPOADJFMJF97+42Pv6nIuP/2yKm/nuu5CLM3p201lbbRIultn/XThqAg6Ne3PvWe2fyzWtrOLDlcCeyIywuhPjxMSxZtgAnJzNaTIKVB0XQv/gb5lhBEBg3RcWEqxrY/asnB7c70Nbckbri6qFj3FQVY6a04uDYOa9Vq7W9W9I1pHzUFcMZdcVwdv+0l/Uf/kBFUaXxO0dnRybOGMsNS68jMzujR6SUwZfpxB6bGM3r618g5UQqK15bS1ZyLoZJTiqVMviygcy6fyaFFfk9IqWgO5DwDfTh8Q8epLSgnG9e+5YTu8+YRKwIRCSEMOTqgUQkhBIeHk5YWJhdhI058sPRyYHFT81l9v0zWfPuBv78cR9tzR0Epoe/O9cvnMqsu27q0Yu/YSfVtLyuTCZj5pJp3LDoOjZ/s4XNX/1m1DsDcPFwYeqcK7jt/ptwaCcc/Px9qaurIycnx0hQGcqyWvZv/Mv4t3mCqufRFzU1NWRnZ9PQ0EB4eDiDBg0yLiavr3+BrJQcvnl1NSlH0zqqgUgkJI7oy5Jn5xGbGN0JzJneH3t3CXyDfHnio2VUlVXzygNvknkiF52m47kIjQ1m/uO3MfYq8+W9bfkxFXSsrq7G19+XfhPjOL8nnVM7k2mq71gE3X3cmXnnNLMaU72poDl55gQSx8VTkVnD95/+TFlBx66+g5OCK26+jIVP3N5N76w3YddDxifhF+mNXOPI6rfWk3Emu+MeSCQMmzyIu55fRFB4Z40Ue3fSRF3HPBsaBUueaKGiVM2OTc5cOClBPzwEECE4SsV1t7cQEtmAi6sZjQ/RcsRU1zLdfkG+PPb+g0yePZ7fVmwjeV+qUT8LwDfIh7mP3sqVN002e75/Q9jSXDvAJmDpaQWtS3bJemP/dMTU3y3ZIJFIiU5YQnjs7PZKd1sQxY51XKYIplkcTtKIpXh4eHRrb8un4SW1qKiI/Px85PI+9B3+LW0Nf1GWv65TpJZE4o5v8HTq24bg5x/cI1LK1J/BfPyH4uO/ivKifeRnfoq6rcD4nSAocPeZRGjsIk6czMDJpWep/119ubiFM3DUe9TXZpKT8gEtjWfpwA0SnN0HExp7J2fPlePhbV6jz5J1TVFUKNyJ6PsQaulllCpX4CBJQS7v2BBQOEYhOF6Nm/cIgsJ6lgrZdZ7Ui78vIaLPXJRpK6ko/qkTganDAxev6xg88j6711FDf0yr7BlItYjYGYTHTKco91cKc1aiUZV2tJM44RN4LdH97kLRPjY8vQNobGwkJyeHgwcPEhISQmRkpF0ElU/AMHwCVlJVdpyctOW0NaWZXKMUV6+x7YSU/YRlfX092dnZVFdXExYWRv/+/Y2Y02v0uzTW55Gd8jGNNYc7EVSOLv2ITrgfb3+9VIMhEthwb+zdgARQOHrSf9gzqFT3s3/Hc6A7AXRsRMoUQYT1uYPQyOtsakzZMqlUTmy/JZRVx+OiOENj1RbQVOufD1FErZGjZhxx8YsJj4rpRFr2FOcJgoBv0BXUNUcRGdJAfsY3qFpzTQ5Q4OV/JX0GPthN76w3kTRuXkm4+D9K/wRPsi8sp7nuNB2ks4CzxxD6DHwMd8/O6aS9wZRuHpF4h9yPk4OatvpfqK3YA+3zsAA4u8QSHn8PrZpwlEolZZWHiY6OJiAgAK1Wa7G4jzlTOHrSb8iTKNymUZizFon2KDptB+kskXnrKwjG3Wr2nl1sZLy95LGp/TdGxv+fIKb+6Z20vxuwGMzdy41lb9/DbQ/exFcvr6K6vJbbHryZYZcNZs+ePRYnS0HoIABam0UcnY1Bv92OFUV9hT2ZXGTKTDWTp2nZulFBZrKU0VPUjJosIpeL6N9BOrfvGjHV1tqGTC7rNIAtCVVOvnEik26YwJa129m6ZgfDJg1m9v034ezqTFNTk83wZ1EUaWlq6fSya0moMnFYAu/+9Con951hzTsbCIzwZ8FjcwgMD6C1tZWC8jybk2dzY7NdvgLD/Hnms8coyCni61e+pa66nrE3jCAgyhcHBwd8fX2JibGem9/VlyVzdnVm6fOLuO2hW1j99nounEhn+qJr8e/jja+vr12TRGtLGzK5/vdSq9U4OTmZLQesr2Y2jRsWX8ePX/7Kzu//YszVI5l930wjIWVqHh4eDB482Lh7ZSCoAvwCcPe0p3xwB0EliAJiLwip4sISSsqKqa+vJzw8nKSkJLO7GwYCMzsll29eW41Go2Hx0/OIT+oAlgbfXcsPG57fpoYmo3aSNfMJ8ObG+64jyD+Yn7/cSmZyNrPuu5FJ0ydYbWc6Pltb2lA4yC0uTt7e3nh7e/Pnn38y6ZZxJF3ej9QDWaQcSufymROZde9Mi4tM1/Q6URRpbW7tJlzetY1UKuWa26Zw9ewr+XPzXr7/7Gf6DIzhjmfn4+5l/vc2ByJsjX1DmyFjkxjySxIpJ1JZ9dY6JBIJd7+4mMh48wSzvb5EUdUtkS4wROSOJ0XylCp2/wSlBRKuullF4lAtGo2G1lYRjUbbHrFkPBMiol5iAoG2FhG5Q4cIulRqvo9Oro7MXnYTT74fyboPN3L4j2NMnXUFM++cbnX8/08IW9oLki6l8l2yf8PsjYz/t3GerXaGSndtcQvIuvARrU05hETNIzDsCg4dOmTXS7Fa3YRM5twpuqOiooLs7GwcHR2Jj4/vwARBtxEWczPK9BVUl/2Fb/A1hMfORiqVc+7cOZvYS6tVA9pOBRws4Tz/kAn4h0ygOH8bxTlrcPUYSFTCUhwcvdozFDJsvkyq1U3ITcqhW8Je7p5xDBq7nNrKZHLSPkEmcyUq4V7cPGLajy+3eS/N+TK0aW5uRqlUUl5ejp+fH2Mu/wCJ0EB2yse0tRQRHrcYv6DxZGbalo8w+DL8ZtbID6nUgZjEu4iIn09u2tfUVR7EL2QGjaoBODk52VkFTI2ufdPFsPloDucJgkBo9HRCoqZRmPMTxcqNePiM6ERImZqrqysDBw6koaHBSFCFhoYSGuKHi6vtjWWfgOH4BKyisuwYuWmfoXDwITbxIVzcQm22NVhNdRl5+SVUVVURFhZGYmKi2U1QV/cIkka/YySoVKoqovveg4+JZpDhHphW8RMEwfj8qlQNyOWuNtczhcIdV7/bCAy8l+bqn6mtPEZw1CyLoucGM8V5Wm0bILGtUSZICI68Fd9h96LM/I6y/M14+Y8jtt9SauuayM7OJi9/LxEREcYN4q7R6qIootE0WaysZ3ptwRFXERxxFaWFe8nL+AoH51DiByzDySXAbDtzz7da3WjVl6GNl+8Ahk34nPraTLLOf4xG00Bc4jK8/Ab+bb4M7Ryd/YlPeIW21hoyzy+nsSaZsLj5hEReazwuIiKCwsJC0tLSyMzMRCaT4eracW6tphUEqc3fTJA44B00i8TEF8lNX01F0VZ8gqYQ22+J1ahHA1b7NyPjDe869qTy/Vv2f4KY+m/dSbO3XUCoP89+8Xinz6yRWoJEQWkx/L5eQcYZGb7BWqbNUxEWpw9ZFdv1ebRaLTqdiCCRIAgglcqQSuGG+RqgfRHTSLAUHq2fOPUv5Wvf38SezftROCqYedc0rp93tXHHwRLQEQSB6+dezfVzr+7WN0ttdDodW9Zs5+dvfqexppFJN45n/mO34ezqbLUdwNAJgxg6YVC3awDLrP6p/WdY+94mci/kkTS2P0uenU9odLBVICGKIs4ejlx/zxSam5sJDw8nNDSUjIwMqyCiWFnCyjfXcvKvs4TEBDH/sdtwC3K2+cC7ebhy7yt3Gv8/OTnZZpuWphbWvLeRP3/Yi4OjghHXDkar1RpFtC1dp0Qi4ea7ZlisLtjVDATV919t5vNHvqWprpmRVw/l/heX4uVru5IMCEhkEkSt/ZPegR2HWPH6WoqzS0kY3of7Xr6TmJhom+1iEqN4bd3ztq9IEGhsbCQ7OxtlZj6ntp3j3MELhMYGM/fR2YztIkzd1URRxMvXk0ffvd/uPomiiKpVxVcf6avROTg5MGPxtcy8c7rVBaNfv36IokhgUCADJvUlLCwMtVptsY0BsIiiyLbvdrLhox9pqG1g4vRxLHrydrMkkynIEQSBK268jCtuvMxmf0yfuXPHUvjq5VXkpOifs0VPzSWmX5RZX6ZjM3FYAm9vesWqr67tKkoq+fzFFRzbcZKQ2CDmPHQL468Z035hndNwTR8jTx+B2+83TcOUIJNJEQQJoqhDpdIilUqM91YUQa2CP36QcXinHIWDyNir1Fx2nQapzDzRZ6ju6ujkwOIn57H4yXk2+2Zo928TU4ZIK1tA+5Jdsn/DXF1d/2txnj06Qw5O3iQOfaHTZ7Y2L1uaS8lJ/YyGqn1I5X4ER91BiyaKmpoaHB0dSUxMxMvLq9szKpXKiem3lJh+S7v5s3StGk0LeenfUlnyC6Io4h92K5F95iGRSG1ir+DwqwkO747zwHzVZlEUKc7fSnHOajSqMjx8JxOTeD8Ojl7dIuO7mqfvQIaM+7LTZ6ap6uastuocyrRPaWk8j5PrQKL6PYCHVzyCINDa2kpKSgoVFRUEBAQwYsQInJ0NGwsu9B/+ajdf1u5Fa3M52amf0lC1F6ncn7DYJQhCrM25UiZzIq7//YAeN6Slpdlso9W2oUz7lorinwARFBNJSxtBWFgkUVFRFnGeIAiExcwkLGam1fMbzM3NjaSkJLLTNpOXvozCC5UoXEeRNOJJ3D1sp+H5BozAN2CEXb4MVlxwgvSz7yFqMpA6xDNg8KP4B/ax2c5AUNkyQRBoaWkhOzub8rJc3B0OckR5FJnCn/C4JYREXmOTIJDLXUkY/LjVY7qaKOrITPmKsvyNAPiHziSm36JulfU6jheN71rR8XOIjp9j/M7X1wlfX1+qq6vJyspCqVQSERHRSRupJH8XyrRPUavK8PSbRFz/+82STF2xV2DoRAJDJ9rsj2m7+poMMpLfpbnhLE5uA4hJuBdv/0E2fbl7xjFk3Ed2+TJsPqtaa0lP/oCa8p3IFQGExi4gNOp6i5FIBn8Ojl70H/as2fNLpVIiIiIICwujuLiY1NRUmpubkUgkqBt3Upa/AQQBv5AZxCQsNorNm/MnlUrbo94WE9tvsc2+mbbrjV3sBuSlVL6/2f6bd9LsASw9aZuRnMXnL5aQc84FXfuaVVYg4+tXZYTEapmxQENwuGGnW4pCIQG15WvXR6p0rixhsNrKGn768gv2/3bYqIXV3NDCNy+v4dcV27jtoZtwCXbscR9NAYvhb61Wy+ZvfmPLqj86aR1tX/cne385yNQ5VzDq2qE9lus3nL/rAn909wnWvb+JvNSOEPTT+5J54OrHGXr5IEZePxgxvLtAYlVVFbm5ubS2thIeHk5ISIjxgbZEZhXmFLPijTWc2XvOOI7y0wt5eclbBEb5MW3pNTajrEzNVuTXmvc2svvHfbQ0tiIArU2t7Fy9l2NbTzPy2iH0n9CXqKgowsLCLmoyEkWRret28P1nP1NZXNX+IRz69RhHt59kzDXDuffFpXh69yxNwZId+esYX73yLQXpxUglEmRSGZmnclg27RkGjUtk8TPziYgLuygfDQ0NZGdnk5Oh5Nhvp0g9kolWo//N8tIKeGXJW0TEhzH30VkW0/J6am1tbez54SCfL1tNS4M+fbalsZVVb6znp6+2MG3h1dx814xu0WAGwOLu7s6QIUOMoe779u0jNDSUqKiobqnAoihydOcJtqzYQWlemfHzHRt2s+fnA4y7bjQLn7jdqN1kaNPT0GLDc6BMz2fFa2tIOZZmDMg8vS+ZB/Y/TuLIvix6ah59B3VErvUmVNvQrrmxhXcf/Zi9vxw0irXnpxfy+t3vsSpqPbfeewO+/iosLd1mn6r2fsjlcnS6dhFclRqdDvZvl3JgqwPNDfrrbWuB7Rul7Ptdx5TZe1n81MBu1TL/N1VcsbfdJXLqkv0b5urqajMyXiqVGlNQe2oXGxnfm5QWSzivsS6X3LTPaao9gogGRJG2lnyyzj0N0gicPG8mIHAE3t49l0Po6k+taiQ3/WuqS7d2SiUry/uayqLNBEbOQxCie43zuoo/F+ZuplS5Do26I5WsrvIPTu/bg1fA1Ti4T+uxL0tRSdUVp1Gmf0ZbU4rxs5bGM1w4tgSFcxJNmklUV3sTFBTEyJEjzUtnmPFlbs4zV9FPoyok98ILaMUAHD1vBOyvQm09graN3LSVVBZvRtQ2dGgltP6Oo7CP0vwJFBaMIiIyioiICLt1cixZcf4fFGR+jbqtAIUMRKmAtuUQx3fPwNFtLAOHP4GbR6DtE9lhJYWnSDv7LqI6Tb8RpJCBmE3GqXsodEsiut/9ePr0LGWzqzU1NZGTk0NpaS6O7MFJcxy1Rv+bqdsKyT7/AvmZXxEWu5jQqItPywM9Rmmp3cGFoy8iiB3pXaXKFZQVfI9/6A3E9rsDqaxzOpY9fry9vRkxYoRR1qKqqorG2lOUZO5A09aRkldb/gfH/9qNu+8E+vS/v1MqZU80Qbv1q7mI7HP/obH2iL6SFtBSf4bzR+/E0bUf0Qn34Bs4olObXhdykepIPf02lcW/Ier0eFndVkBuyssUZH5FcNQcwmNv6XT+noqmSyQSQkNDKSoqQttyhIyTLyGh1qjrVZb3LeWFP+AbdA0xiXd1q5Z5MTivN/flYnwa1sv/psj4/xPElKur638lMdVbMU1zPpMPn2ft+5vIOJ2FRt3arVqZCBRkSFn+nDMx/aXMXKTGN9BE1M/Su4OIcVEznLO6UmTrBgWpJ35DpzOvG1RRVMmHj32Ou78b8x6bxZU3mNdGMWemgKWtrY0fPv+F7et2UV9tHnS2NLay+YstbF27g7HTRhD3QpzdD6DpTppUKuXA9iNs+OgHCjLMVwzRarUc23GSI38cZ8SVQ7jv5aV4+npQUVGBUqlEpVIZCamu19B1py8vs4CVb6zl7IHzFiuoFWWW8tljK/hrw0EWP307CUPi7epXV2DU1NDE6nc3sOen/bQ0telFVbvMIXWV9ez4dg/Htp1m1PVDSRwbbySoejKhmSWk2k0QBGQyGaJWZN/PRzi89Thjrx9pJHd6bgJH95zgq1dWUZBWhEQiQdEFZOm0Wk7tTebMgccZNL4/i5+e12OCyhAhlZuVx7HfTnPhULpFkfu89AJeueNtwvuEcvvDt3ZE47SbvYBFq9WycfmP/LJiK5WlVSgUim7t6qvqWfvORn5ZsZXr50/l1ntvNILMrn7c3d0ZPHiwkVzbv38/wcHBREdH4+zszKEdR/nomS+oKalDaqZKoapVxe4f9rLv14OMuXoEi5+ah1+Qb68AS0F2Id+/9yulGRVmQbwoipw/ksrDM54ifnAcCx+fw8DR/XsFWFpb2vjly22c/es8Ggti8CW5pXzw6Ge4eNRx2XUSxlypbU+7ay8CYcH00af67yUSAUGQcmS3nB0/KKivlulbdmne3Cjht5UH2f3jGSbPnMi8R2bj5qEPB+8pQDLY/9ROmj3tLqXyXbJ/w9zc3CgrK7N6zD+xGWhPO+jds90VI9ZVp6JM/5zm+lOAPsVC102AuwRNzfsUN8bj4/Us7p72ax2Z9rGttYbc1M+prdiFKJrXX9VqqijKeh+V2gOF5HaCg2+z25dhXjAIcBdkb6A0fyM6TaXZ40WxjerSn9EWb0WUj0OrjbcYRWLJn6FvlWVHyc/4grbmdDN+RLRaFarao8AJHJwHEx72nF2klMGP6ZrW3FRMzoXlNNYcQBQtkKK6YlqrPubkvh1ExN+Lb4D1qGvTazU1rbaVnNQVVBX/gqhrJ6S6zr1iA1L170iFAxQrJ5KfN5KIyEjCw8N7TFCZElKmZsB5UqmIunk/x3YfwtF9HAOHP46bu/mUL1tWWnyG1NPvIKpT2wmprtcq0txwhvNHl+DsNoiYxPt6rCnW3NxMTk4OJSVKPSGlPoapRpSpqduKyEl5iYLMrwmLW9wtGsdenCeKInmZGyjKWY1UU4Iok3VrZ6isV174E34h04ntt9QYjdMTAszLy4uoMIHqguWoxHza2lO0pFJpB0wR1dRX/MmJPXtx8x5DXP8HcHWP6NUGZEtTOW1135J+IgPBbOaNSGtjCheO34fCOY6ovncREDK+VzhPq1VTU/oD2pbdyCTmqwdqVKXkp79LYc4qgiJmGQXhe+OvJP9P6oreQCGtxlEhQaeTGYXnJVIpUpqoKPyeiuLf8PK/gtj+9+Dk5Nd+rT3Tpuro48UJmF8MzrMVGf9vbkD2jpr7LzN7U/l6u5NmK4zZmk9D/ubF+MxNy+O9R5aTfspCbrsotiue6/+TfV7Bz986oFHrj9XLnlhKS9PX8TMMSbVKZMOnDiQfVKC2UvHLYFVFNax793vyswpsHmswU7Lo+08389Pnv1kkpUytub6FvT8eZucm+0vLmqbyJR8+z+fPfWORlDI1nVbH8V2n+eQ/X3D06FEyMjIICgpi9OjRhIeHm50ATAFLQ10jHzz6Kaf3JlskpfSNABEyz2Sx/NmvqC6vtqtPpuNAp9Pxzetr2PHdblqb2vQ4xco6Vltex4EfjtJWqaasrIwDBw6Ql5dnN4m6//dDfPv2d91Iqa7XKJfJELWw/+cjpJ+zXL3HmomiyHuPfkJRRglyudzqxKvTajm15ywfPv4pzY2WK2KYWlNTE8nJyRw9ehSFQsG5namc359qtfKiwfIzCln+zFecO5bSbVfYHiDx+9o/+P6zX2iosVE2F2iobmDT8s1s+myzTT9ubm4MGjSIMWPGoNPpOHDgANt/2cGnz31NZWG11bEBoFFp2PfLId5/7BOjXkVPFvW2tjY+/c/X5J0rtD1vipB+KpN3ln1MXmZBrwDE959v5sSOM7S12K66WlsBW9c7cnR3xzjq0OW3PU9npUjY8YMDDQZSCtrn387HCYJAS2MrW1fv4ONnvjCOj/+piKl/u8rLJbtkf7f9N0s2gOU0MlttDe2am0rIOPsfmutPIIp6fTtDJWmFXI7M9IVWAFGdTnbKe6jV1u+JqRlwpU6nIyP5TWrKf7dISnVqJ1RRW7qW2spkm8eamoEsKsz5gZLcryySUp3a0IrY+hf5WRt77EsUReprM8k+/2o3Ukqvs6O/p4IgoJDLkUpEdG1nyDr3bru2lv1+QB+5lHHmVRqq91gmpQz+AVVLNjkX3qapIa9HfkA/vrJTV1JZtBFRbLRajl7vsA6pZhchAWXU1NRw4MABcnJy7H4Pqiw7hjL1/W6kVNdrlMlkKBSgatzPod1Pk5GRYbUycVdramri9OnDnD3yHBJtGoouOrZmOkZzw2nSz7xCa4vt8QTQ0tLChQsXOHz4MIIgEOBxBonmMJZIKVNTq4pRpn5AaeGebjjPHivJ30FB1ldo1ZUgilbhl6htpLxgI5kpn3byYy8x1dxYTEbyG0gpQCqV6jdxRRGVSoVGq+0MU0QNDVX7uHDyedTqxh5vQOp0OtKT30XBOSxWy+xwhqo5g8zkl6muONu7zc6cn1A37UQQbWN7nbqKouyvyElbabzWnuDK+poMclM/REqF8TPDxoBMLkcURdSGe6prpab0dy6ceBGdTtsrfwa7mIip3ha5+W/Eef9dV9NLc3d3t2snrbeApbfC6QaBvd6EeJvupEX1jeCb/Z/w/Web+XXFNuqr2x9MsX23XzDs6EPsADXX3NpCaJQUwyuXRCJgiRsRRdpT+QBE5AqBe/6j4sIpNVs3elFlubIsITFBDL9mEFfdfAXBwfaXezVN5bt92SyuuGkyX7+yipN7zlokcVzcnRkxdQjjbhjFsOFDe+xLFEUGju7PNwc+YeMnP7Ft7U6aG8xXHZRIpcQmhTHp1rH4hfgSGhpKUFCQXVULOkoPu/L+L69zYPsR1r67kZLcUovt/CN9WfzUfMZeZd8umimxZ0ghuPvFxUxfdC2r3ljHmX2WBU5dPV245vYrufW+mTg4OCCKIpWVlXoBxbw8oqKiCAkJsTo5TrhuLCMuH8ba9zfyx3d/0tJo/j5KZVKGXzGExU/N4/WH3qaktNjQAzt6KbYfKfDtgc85tO0o3330AyVKy895ZEI48x6dxYjJw2ye3bBzVlZWRlBQEGPGjMHJyYnnPk8gJ1XJitfWkHwoxeJ9dPNyY9rCqcxcOh2ZTNap/LC9z/u0+ddw+Y0TWfX2en5bvc3i2i6VSRk1dThLn12Ab5Cv8XNbfgzCpTExMeTk5DD3pZtI3neB0zvPU1tWZ7FddGIkS56dx6AxegHKnoIIBwcHXlr1DOu/2UDqvmxSjqRaBHHu3m7MXDrdWEHQlk6bOZu7bBaB/Xw5ue0sR7efMqYddzWZXEbiSB3Tb2/CzcPO/ohiJzAX11/kueUt7NsusP93R+qq2udZEZP5GEAgdmA0S59fSOKwjvSN3gKP3pJL9lZcMWe9BTqX7JL9E2avZIOBeOnpc9bbCHdTOYKeRqSY+nR2CSJu8FeknP6GtvotKOQt+hfLbnOvgCDvi4v3TAYNvb7H/tRqNRKJhAEj3qCm8gw5qR+hMhNZZDCZPBDB+TICw67H0zeyx/50Oh3hsbcQEHIFWRc+oqHqL4skjiA44eg+Dp1sMlHx1guGmPMliiLunnEMn/Qz+VnrKMv/Dq26Bq1Oh6jTITG8rAsCIEGU9cE3eB4JA+yP+DfFeVKpA4PGLqey7Bh56ctRtWSZbwNo8SW87z0Eh9vWLjL4gc44Lyp+CSGR01GmfUpD9X7L91HijE/Q9cT0u9Mo9m7QIcrPzyciIsLiBqvBfANG4HXFbyjTv6WsYFOn6mKd+ybBxWs4sYkPohW9jcVwwsPDraYRNjU1kZuba8RgE67eRH31MfLSv0DVmmPxuuQOYYTH3UFQ+BSLxxistbWV3NxciouL8ff3Z9SoUbi4uACJNDUsICvlQxprDiGK5p97icQFn+AZRPVdhFTqaFy/TTU3bVlwxFUEhEwkO/UblOlrMaR5djNBiqvXKPoMWIare0eRl568Pzq7BjP6yu/Z++en0PoHgq5YH9kmGmQIVMYIKoVjBFEJ9xEYelm7n8oezZkSiYSkUW+wdUsCXh6naK4/3k3Ds6NrrgSE30JMwhKkUjn1SmWP5+fIuFsprw5GbNuNqnGvPoXVvDPcvcfRJ+lRnF306aU9xV3uXn0YPeUX/tz+LhJxP2iLjd9JBAGJTKYnurVamlu98AldSELSdKOw+f+2Dcj/tsj4/xPElIuLyz+aymdYzHvTDnr3MtI1rFwqlTJz6XQGXz6A1W++RMrBFtQq/TmlMpG+Q9RcMVNHSLiIrouQtF6814bDLuOt3xCRQZcNIz9rOOvf/56Koo6diYi+Ycx+4CZGTxnB2bNnexwR1lWoMjBML/6el5HPV698y/kjqYjtAlpuXq5cPecKbrp7BhUVFVRX244osubLwcGBeY/M5ua7ZrDmvQ3s+n4vbc36F1mpTEq/UX0YPX0YLl7O+Pn5kZCQ0ONSvaY2buooxk0dxe6f9/Hdhz9QXtDBwIfHhzLp1nEkjuxLfLx9KXwG02g0aDQaY4URmUxGdHwkL618BmV6Pl+9sopzhy4Yr8fNy5Vr5k7hlntu6BRiKggCfn5++Pr6Ul5eTk5ODkqlkqioKIKDgy323dHJgSVPz2POgzez+t3v2LVpDy1Nrcb7OGzyYJY8M5+gcH1Yt0LhQMcgM4wXc5Ncl+8EAUdHRybfMJFJMybo7+MH31OaX95xH/uEMu/RWYy60ra4ZktLS7u2QCmBgYFGQsrUohMieWXNc2YJKhcPF66dN4VZ9800VobpWn64J2GvLm4u3P3CYkIH+5N/spQ9m/fT0qi/jxKphGGTB3PX84sIDOscHt8TwtvFxYUBAwYQExODVCplwPgEClJKOLj5WKfxGBobzIIn5jCmi7h7b0K8dTodQdEBLLh7nv4+vr6GMwfOI7bfR2c3J65bcDVzHry5E3Dt7U6Tk4sji5+ZxwOv3K0fj9/vMRLPgkTC8MsHc9cLiynJmo2kUzg+pkPNjIkIYucvJBKBsVdqGTlZxbmjsPtnOZUlMgwElU+gmqmLp3PtrVfj6+vbqe2/ncpnGCf/Nki6ZJfs7zZ7xc+h95irNxjRMO9fTIGc6upqlEolDQ0NhIbPIDj4Lopz11JR9KOJ7pMUF4+hRPa9h6oaGS0t5jeErFnX6H8v30EMHb+C8uL95Gcs7xQdI1OEERIzn6CwqXYJcVvyZ2hnEH9vbrqT7PMf0lh7CMNujCBxwTvwWqL6LqGmpon8/Pwe+zLFX4Ig4OF3HVX1fWgo/RkHyVHk8lYjIeXsPoyohHspKlH3OOXGnDi7Qdxbfx8/Q93WERElU4Tg6DENUTaQkAjz1cbMmaE6cFec5+gYxsCRr9PcWETm+Q9orD6EiH7sGQip2H53IpN3riLs7e3N8OHDjQSVYSMyNDTU4jyvF9FfQmT8XHLTVlJe+CO6dkJAQIKzx1BiEh/olE46dOhQampqyMnJMRJUpmmEppuCXTGYU8hEAkImUla0txtBJVMEtxNSU23inra2NnJzcykqKsLPz4+RI0d2qq4G4OIWStKot9vv40ftqZiG++iET9C0TvfR8HsYMEpPngepzJE+A+4lvzQGb6806iq2oNMYNgcluHgOI27Aw7h7dtea7Q3+cnQdSmjf6UjFTJTpX6BqzjISVGqdF626yXgHXoebV0fRoN5EMYmiiFQeyMBR76BuKyPz/EfUVx0wElSCxAnfkOnEJd7TSSi8N33Sn9CB0JglBAY8QXbaSsryf0TUGu6jgLPHUOKTHsPNo3MxpN7gLkEQkDkNo//ARaiaz6JM/wpVc0fmh8whmNj4u3D3GW8c64GBgURHR/+v0hLVaDSXIqb+CbN3J80wsfQGsLS22g53NtcOehfibQp0VCoVBQUFFBYW4urqym0PDqfp1u/5ZY0DggDXzFLh6SOgVkstxqKYTqIl+RAYpn+pNcSlmG2jUzF5xgQmTR/Pr99u4+iuE9y0dBpDxg/qdJ3W+ldTUQMIePl5Gj8zfYE3tYg+4byy+jnSTmew5r2NDBydyI13XG9c0GxVQ9HpdBRkFRLRJ7zT5+Z8Obk4cedzC5l9/02sfHMdVRVVjLx+MF7+XkRGRlJeXo67u7vVsZKXWUBodLDxd7ZWyc9wH7dv2MW+3w4xY8m1jJw8jJycHNrazEd4mFpDbQPNjS14B3ghlUopLy/HxcWFwMDAbhNZZHw4r675D1kpOax6cx3xg+O6EVJdTRAEAgIC8Pf3p7S0lMN7juAX6kt0dDRBQUEW74OTixNL/7OI25fdyrfvfEdVaTWLn5pLcGRQ5/N3at6FoNKJWCerOq7x8hsmMnnGBHb9uIddP/zF9fOvZtzVoy22MVhLSwu5ubkoc5Q4K1wYPW60SeUd82YgqJTp+ax4Yy2R8WHMeegWHBw730cDaGxra0OpVKJWq41RVLlpeWarz5maKIo4ODmw9D8LWfLUPNa8v5HC7CLueGY+YbHWyyqbAomS/FI8vN1xdjXfL2dnZ+RyOf369dPvZg4IoSClhHP7Upk2/xomzzC/Q21uzmxra6O8oMLi9RnaCIJATL8oXl3zHwqyCvnmjTX4h/ix8PE5OLl01/SwBCByUpVE9Y2wCJwML6LOrs7c9fxiFjxxO9999D1Z53JY/PQ8ohMi9fcoy8LLowiG2bCmSkThAC6uBg0qCyZIGDFRw4iJbZw9quLAdjlDx2sYcRm4h48lOTkZJycnoqOjCQgIwFCW+t8ELIa0jd62tRewXNKYumT/tNmL86B30UsXmwbYU5wntqfY1NTUIIoiYWFhDBgwwHjdMf2WEh53OzkXPkXVVk10wt24uOmxTW19vk1/DXU5uLhFdCpPbgmv+QePxy9oHMX5W6ko3EpQxE0EhE6y2c5gKlUDGnUjzi6d131z7Zxdghkw8k0a6rLJTf0EZ7c+RMYvQNZeyVQQmq36EkWRhrps3D1jO31uwIfV1dXk5ubS1NREaGgoA5NeQhA05KR+SVtzIVF978HVQ78ml5Sl2yQYmhrycXT2Ryp1NPqx1MY/eDz+weMpKdhBWf7PBIRPJyjsKgoLC+3aVNVoWmhtrsDBKQiZTEZxcTFubm5mNU2dXUNIGvU2jfV5ZKd8hINzqFlCqus98vHxwdvbm8rKStIu7CU3N5fo6GizPgwmlToQm3gXUfELyE79mqaGLGL63WtR38zLy8tIUGVnZ5Ofn4+vtwwdjlRW1hMQEMDo0ZYxWEA7QVVauIfi3A34h15DSKT5imumplKpyM3NpaAgF083kREjxuHm5ma1jf4+vmkkqBQO3sQk3otC0ZnIMuA8tVptHF8GnNdQl4W7Z5ztdVCQERm/GOfBd5OT9i311cnE9LsHT59+Fpt0JYxamsqQSh1QOHpabGMgfgKDLiMw9DLKivZTkL0Wv+ArCY+ZaSQHDx48SEBAADExMWbJIp1OR1ODshvRY/q94d64uIUxaPTbNDeVknnuIyRSR+IHPojCoXvxI0vv4fW12bi6W64maWgnlTnSp//dxCQsQZmxjpqKI0Qn3I23X5LVdqbW1lqDTqvGycXfbBtDO6lUSmDoJAJDJ1FReoS8jFX4BIwnss9txt8lKSnJeE8PHTqEVCrF09PT4nlt+euN/U+QYf+U/Z8gpv6v7qS1tbWRkZFBcXExnp6eJCUl4enpSV5mCoKHhDn3GaK4DGGlolm9E9B/fO4E7PzegdJ8Ge4+Wq66VUX/EUJHpEBXQXWdytiP6QuuYfqCa7qd1xJgKSss59t3vuPYjpMIEoHLZoxlwRNzcHFzMZ7TEvjoO7gPr655zqwvc4BAq9Xy8zdb+HXlNmor6ukzOIbFz8yl76A+Vn3pdDrqGusYet0ApFIpkZGR+Pv7I5FIqKqqsgg+Uo6nsuqt9WScycbDx40b77yeaQuusQpYDNdx9ewruXr2lRaP6Wr1NQ2sensd+389jFajZcSUoSx84jZcXV3JysqioKCAmJgYfH19uy2KsYnRvLK6+320ZKIosn3jLr5f/jPlhRUERwcw6obh9BkUbSSoLC28Lm4u3PPiEitnN9dOf7+0og6xXYTanvdbQRC48qZJXHnTJJvHtra2olQqUeYoObXjHKd2nUPdqmbwxEMseWYeodEhNs8RGR/OSyuftvi9Wq0mLy+P/Px8PD09GT58OCf2nGHdexspyi4hOCqQ2Q/ezOU3TLRY3cVgTi5O3PnsApvXZGgjkUgoLSzny5dWcmzXSRSOCi6/aSILHrvN+Kx1befk5GQURc8NyyUsMQhPX1fq6urw8OgOIkwBi06nY+NnP/Hzl1torGsyW1nP0KZrX8NiQ3nh66es9su0HDDoiz58+fIqclKU+Ab5cOPSaUybf7VZAGX6maOjAwsfv92Mh465uOO26ymp5kaRnzbIOXtIjiCBgaPUXHWTgMyxi1CpqG9jOl8mjRRJGqmfL3WiIzExMURERFBYWEhqaiqZmZlER0dflA7AxZQC/qd8XqrId8n+LXNzc6OpqclqpKjh5fFiopd6Yz1pq9PpKC8vJy8vj5aWFtzd3UlKSjL7rMnlLsQnPdbtc2u4sqr8JHkZX9DWdAGJ1JOgyHmExdxsxKOWcJcgCIREXEtIxLVm/ZlrZyqgDhrcfCYR2+8BHJy8rbYDcPOIYeCo9836slQww7Sin8Iphsj4+/EJGG6MDE1PTzcWqElKSjIh1uX0GfCg2T5bmsPqatJRpi2nuf40gsQF/9CbiOgz3ybOAwgKm0JQWEeqma02GnUT2alfU1O6BVFsxdl9JFEJ9+HsHEtubi6FhYWdNjhMzdU9gqTR71q9nq5WWribgowvEdrykEkCyU6/HKUyyaaUgz7y5z67/Xh5eREV6UXy0c+oqDuLTpTj5DGZ2JjHcXSyvjEIEBh6mTHVzJqpVCo9BsvLRc5hHNX7aa1qJvPsYGL63Y+Hd1+b5zAQVJZMq9WSn59PXl4eLi4uDB48GHVLBkdPf4yqJROZIoCQ6HlExN5scX4yzF1SqQNxiXfavCbTNm0tVWQkf0hNxZ8gCHj5X0mf/vfh4ORjsY3BAkLGExAy3vj/plH0BjLFycmpPc2xXbA9axNF2avQqqv0lfX63YtvwPBOfgzPtul4cXYJJGnUa1b71BWv1VWnkZH8Di0NyUhkXgRG3EJU/DykUrnVdlKpnJiEBZCwwKo/0/d+jbqJzPPLqSj+DUQt7r4TiOt/Hy6u3TdZu/IFfoGj8As0X43b2dmZ/v37Exsby6FDh8jJyaG2tpbo6Gi7q6f2FucZtKz/acmGS6l8PbD/5p203hBTzc3NNDQ0UFFRga+vL0OHDu3E+kul5id0wSB1YvKZKIqcPCBl109+VJV2lCGtq5Ky6VMn/tys44b5GmL7C4hdmCmdaFsYsCvpU5Rbwqq31nLyr7OdKrHt2PAX+387zNQ5lzP7wZt7JSjf1ZdarebHL35h65qd1FV15L9nnM7iyVteIHFkX+58bkE3UKDVaikuLiY/Px+ZTEZsbCz+/v6dHjpzZFby4fOsfuc7MpNzjW+1dZX1rHxtHb+s2MqkW8Yx7IpBPe6TOcBSW1XPt2+v48CWI7S1qIzVvw5vPcaJP08z7rrRLHh8Do0t9aSkpODs7ExMTAze3t69CsfdselPNi7f3Cm1qzinjJ/e3UJIXBBjbhhO7MAoYmJizIKjnpq+z12jpNrT00x003prhuil3JxcTu88z6md5zppYZ3YfZrTe5MZPHGg3QRVV9NoNEag4u7uzpAhQ8g8k8PTt75EXnpHSkRxbinvPvQx6z/4ntkPzOSKmZPM3r+eCk821DbxzsMfcWT7CaNYe2tTK79/+we7Nu1h8swJLHh8jrEiHHQGLI6OjiQkJOgJqtxcjh07hre3NzExMZ12ewzPwS+rfmfTJ5upqag1fmeorNd3SB8WPjmHASMSjW16E6pt2B3MSsnh8+e/4cLxDu2TypIqvnxhJd9/upnpi65h5p3Te1wRS6D7XNzWJvLbWpHDOx1Qqzp+g5P7FJw56E1sUgs3LgCfrhtrln4vQX8dMpmMyPZqSEVFRWRlZekjzdqjMXsCInqzbhna2aq4YqvtJbtk/w1mD86DixMx/ydxnk6no6SkhLw8fZpXREQEzc3Nva7m1xWfVJTsJz/zG1QtHekmOm0NRdkfUpa/kdC4O5FIB/Q6gt9UNLu1uZzs1E9pqNqLaIIT6yt3cnr/Pjz9pxKTeK/NKHdz1rWNvqLfJsryN6DVdOATVUs2GWceQiKLRau4FpXaFx8fH+Li4noU6dn1+uqqU8lNW05LwxkMGEXUNVCWv5KKos04elyDKBvT/WQ2zBzOU6ubyLnwJdVlv4Ou2bimNNcf5sKxY7h5T2Bw0v3U1OnIyMggNzeXmJgY/Pz8ejWnlxT8SUHGl6hMUg3RlSLXrQPdX2SlXYFSOcCmlIM9VlOVS/LxN9C0nEImFZHKpYiiFnXDdg5u/wtX7ykkjXwER0frEU3WzLApmKfMRc5RHNT7QOx4F2iuP8n5I4twcrefoOpqWq2WwsJClEoljo6ODBgwAHQF5Jx7lNamC8bjNKoy8tLepij7W4Kj5xEZd0u336g3esNabRNZ59+hofpP0LVnV4hQU7qFo2U78fK/nNgB9xkrwhn82PPbGciUmJgYTp8+TUVFBQf+Wo7YshVR2yGX0dqYwoVj9+Lg0oeovnfjHzwWME9M2WMGfNhYn0dG8rs01hzFkNar01RTnP05pXnf4R86k5iEhUhljp3a9dT016kj4/znlOVvRNR2rCP1FX9ycs9eXL1GEpt4f6d0yt7MzY6OjigUCvr27UtTUxOnTp3Czc2N6OhoswEEpvY/tQF5KZXvH7D/KztpjY2NKJVKKioqcHR0JCgoiL59u0+khoe0qwmCaExHEUWRQ7uk7N2ioKZciijqzL5HVRZL+OZNBcFRAtfPbSXGxJ0hYspW/3Q6HXkZ+ax8cx1nD5y3KGDe0tTK5i9/Z+emvQyY3Jf+/fvbPL+pGcBYW2sbmz7dzPb1f9JYax6oijqR84dTeej6pwhNCCLotRCc450pKioiPz8fhUJBXFycxQXelDA6feAsa97dSPY5JZZSe6pLa9j0/s/sXP8Xi56ay6Tp9gl3diWmaqvqWfXWWg5sOYKqVa2vmNjl8tRtav76cR8Hfz/CpBvGMfeRWdTU15CcnIyrqyuxsbF4eXnZ9G2JkOpqRZklfP/Wb4TFBzP2xuFE948kJiamG5lntZ90VEe0mh4FeoLUQFD10FQqlTFC6szuFE78cYbmevNaHFqttlcElVarpaCgAKVSiYuLC0lJSeSnF/H8vNfJPpdrsV2JspT3Hl7O+g++Z9YDNzHl5snddDHssYbaBr54eSU7N+1GIpgnHdpa2ti2die7f9zLxOnjWPTk7bh7uZvVEXBwcKBv375ERUWhVCo5fvw4np6exnF0bMdJdq7fS32lBbFJEdJOZvDEzc8TlxTDgifmEJUY3isAUZpfztaVu8g8lWPUo+pqNeW1rHpjPT9++RvXzZvCLffcaBdg0a8PHXOxVqvjz58VHN7hRGuTpJPelPEYjUDaSWfeOgt9kjRce5uKgJD26D5Lw1jsTCBJJBLCwsIICQlh586dlJWVUVxcTGRkJGFhYXaBgt6Ch4shlzQajV1k2L8pinnJ/v81eyLj4X+GmLLWVqPRGDfC5HI50dHRxsjs3NzcXslEGLCQKIqUFu6kKHtVJ12jbtegLkV54SWQhCA6XAcM7pW/5sZiclKX01B9ADAvdCyKbdSU/cLJip206kag0dzdK186nZb8rPWUF3yPVtO9ArBBFBzVBSRtGaCLxsXp4R7Nk6brb23VOZRpn9LSeA5LGEWnraWxYg0a3S8UuN9FaPQNdguZm+I8PSH1OdVl2zoIqW4khpb6qr84c+AAHr6TGDbkPiqrW0lNTSUnJ8dipLw5M0tIdTVtMXLtatCFkpl6BUplf6KjowkMDOzRWl5bnacnpJpPIJWKOCikxr4JgoBMIkGq09BS+xsHt+3AzedqkkYuw8HB1caZO0ytVus3BZVKZOIxHNR7QDRf0EVE14mgik18EHevPjZ96HQ6ioqKyM3NRaFQ0K9fP+SScrIvPE1LQzKWxohGXU5++jsU53xLcNRcIuJu7VSEyd61UqNu0Vfna9hAvcqCyIXYRk3ZVo6X78LT9zLiBjyAk0tAj/WinJyckEuykbWsR9VSZowUknXa1BJpa0on7eRD5KTGEBm/FHdvvR5pT9f/ttYqakrWUJlzxqJguk5TR6lyBWUFm/ALmU5svzt6RUxptVrUTfs4s/8dRG2t+YNEDY3VBzlz4DDO7oOJSbwfD6+EXmthabVaHB0dCQ4OJioqivz8fM6dO4ejo6PFyEdDu0uR8dB7Ovy/yFxdXf/xnbTe7DLZ27auro7k5GROnDiBXC5n1KhR+Pr6WnwgJJLu2iygJ6baaSnyMgUjKWXTRCjNk3HwDzkatckAFG0LvguCgFqtZsMnP1olpUytsbaR8/vTSD+TafNYUzOEeB/ZeYIdG3ZbJKVMTafVkX+hkM0rfuXQoUOUlZURHx/P8OHDrRIrxtLDNQ1s+nQz2eeV2CJUAGrK6vh99Q7KCsttHmvqB/QL4fYNOzi87RjqVrV+Lbcy36taVRzafoyD244SFRXFuHHj8Pb25syZM5w8eZLa2lqrvvMyCvhl5VarpFSHiRRllZJ5VIm/rz/p6ekcOXKE8vJym5NWc3MzdfV1dpFSnT2KiDqRwsJCm8+QSqUiMzOTAwcO0NTUhFzjxIWDGRZJKVPTarWcPXien77+zWpfDKHcBw4coKysjP79+zNs2DCcHJzY/PUWci/YJ9haml/OT1/9ijI9r5M/exf3Pb8e4OjOk2jUtueythYV+347xLbvdgLWd9IcHByIj49n4sSJeHp6cvLkSbb/9gf7fj1CTVmtXdeWeTab9R9uoq6mvldkxZHtx8k+m2uRlDK1huoGfl+zkyM7j9sFWLTazmNBmSHh7GEFLU22l0GtViD9jIwdP8rR6cT26FRLEVPmX4wMz/qwYcPo168fpaWl7N27l6ysLJvFNf7tan4X2/aSXbK/21xdXWlpabFZ7v6/BecZtGgOHz5sxB0jRozo9KJ/saLpzY35FGV/a5WUMjWdppi2hr9Qq20TfKZm0MfLz1pjlZQyNVHXDOpT1Fef6ZEvA86rrjhBecGP3UgpnU6HWq1Gq9EglUiQKxRIpRKkYi6Vxb/06CXKMCdrNC3kZ31LS+N5bGIUQUBCLeVFP9NQl90jP4brL1JupaZ8B4gtNqPDRVFNfdVBSgt+Jzw8nHHjxhEYGEhKSgrHjx+3KjsB0NxUSlHOOuuklKlpi3B3PENYqA85OTkcPnyYkpISm/e1tbWVtLQ0juz/AG3rWRQKCVKZzGz/BIkEmVyOQq6hofpP9u3+kry8PJvPgkajITc3lwMHDlBdXU10pAMOwimLpJSpiehoaThDXuZqdDrLfgyE1MGDBykoKCA+Pp6RI0fi4+NNQfZ3tDamYA+O1agrKFZupLoy2XjvekJMlRftpap0JxLBdoAAooraqr3kZW3osR/Qp+Q2Vm1HoByZVIpCoTC+26k1GnRdfntVczb5GStpaSrtFS6pr9qLtvWcRVLK1ERtIxVFv1KUt61XxFRdTQYS7Sl0lkipTs50NNefJjf1C9SqZqB3ZI/pdcpkMqKjo5k4cSIhISGkpaVx4MABioqKuq0ZF6Mlalotsqdt7a3K92/Z/6mIKVt2MYDFFhjqqU9RFKmpqSEvL4/6+npCQkKIj483ClQbNKbMmUEksqsJQkc1sMg+8NQHLRzYIWX3Zgcaas1fn0wOg8dquHJmM+5eOmSyjh1yeyKmDCDiiY+WkZdZwJcvrbJaHj48PpRZD9yEzBNiY7tXoLBmht2tidePZczUEWxavpktq/+gub7Z7PGOLo4MvWIgAyb3xcvHi7i4OLtT3Yylh73ceH39C5w/doEVr6+1HDUlCET1D+fK2y9j2q3X9ahPBhFUgJl3Tufa26ey9r2N/PXTftpazI8BNy83rpt/Fbfcc4MxqkEulxMTE0N4eDhKpZJTp07h5eVFTEwM7u7u3c4RGR/Op9vf48C2w6x5dwNF2SUW78Wg8f1Z/PR8IvqEARAVE0VRUZHV3TuD4HhJSYmxrwZdKesLe3uslCAgSATy8/PJzc01G15u3DnLy8PT05MhQ4bo09AGw2XXjmPruh18/+lmKkvMC4/K5DJGTR3Okqfn4RvYPVcfOu+cyeVyEhISOkXaObk48eI3T5GXUcA3r63mzIHz6CzMM8HRQcx9ZBZjrtJXENRqtcb5wd6J//p5VzPpxvG8+dh7ZBzJpaHafCSTQW9q0ZO3G/Wm7AEshmjCyMhI8vLyuO3pGyhTVnLst1PknLMMbmMGRHHncwsYMDKRqqqqXgGWaxdO4dZ7b2T3xv3s+n6PsUJhV3N2c+L6hVdz2wM3I5PJ+OOPP2z606g7zxMxfUUefrORtDMO7PrJkZI88+0FIDpRzY0LVASGgagT0JqX8mtvoDD7sQGEyGQyY6GBqqoqcnJyyM3NJTw8nMjISLNFCv6byw9fipa6ZP+GGdawxsZGqxHB/9MRUyqVivz8fIqKinBzcyMxMREvLy+zz0lvyTBDVJGLWwTDLltHcf42CrO+QqsuM3u8IMhw8RyDV+BsikpakFsRyLbUP1EU6TvoCZqb5pF9/oNOVfW6mkwRSnD0PEorA3HzCu6RLwPO8w0YibffT+Rnf0dZ3no06uqOyACJBImx6IwDHr5XUK8aSUhU/x7NRwacJ5M5MXDkO9TVpJN74UNaGi1HxEhkkQguUxk6YX6P+iSKImq1GlEUCYmcQXDENeRnrqaqeDM6nfn3F4nEFd/gaUQn3GGsambQQw0NDaWgoIDk5GTc3NyIiYkx+1w4uwQybOIKKkuPkpu2nLbmDEtXiZPbQGL6PYCnjz4lPyxcn36alZVlFEnvGu1hkE0oLCzE19eXsZNfwkGhIytlOTVlfyCK5jGsROpJUPRswuPmUF2tF0lXKpXGvpmuPaZR6s7OzgwcONCI5SNjxlGct42CrG9QtxVa6JkUV69RxPZ/0FhAoKuJokhJSQk5OTkIgkBsbCyBgYHGvgqClAEjXqG5sZislI9pqN6PaIFYkSkCCI1eRFDEdUZSt+M89o3P4MipBIRdybZfnsNRegpR2z1qUH9CBV5+l9Nn4INGvameElMOjl74Rz6Npq0ATdMWmuqOI5OC2D6vadRqBIkEqVSKg1MU0f0eICBkPA0NDUj+H3tnHd7GmX3/zwjMzCxbthPHDjO2KTOmlLaBtkl5iwvd0vK2290yY9qklJS5adM2zJw4RsmSmZmE8/tDnrEkSzKkSfvtL+fp0zyW9OqdGc28c+fce89R6AefwA3hsefjl3whgnmjw+nR6plYdHf1KzX+MOy4MiQsE0XoneSMD8dY9DK9nUfwfG0LBITkkj3uXiJjxsnP3z9XQlCpVKLRaEhNTaW6uhqdTidrj0rGA0cT5420HW84MhEnNKaGgZCQEHp7ewdtPfglMmnuGTFRFGlqasJgMNDd3U1KSgpjx44dsN2+NJgUKm9BhYDd7lqBMe8sO7NP7+ar9y3s+iGM3h7HSe/nLzJxtpn5l0BSkgqTScB9OnEIFVMKhULO9muyU/nXqoco2FvEa/9cSenBMugTtc7I03DNXZcx7ZQpAOzcuXPYx9RZFFOtVnPNXVew4KaLHPbwa9Zj6nYsJIEhgUw7cyLjTxtDVEwUvb29ZGVlER3tmXjwBPfS67HTc3nik3+ze/0+3nzsXSqKK+XPjZ6SzdI/Xk1IbNCgVUrOkKxnu7u7sVgsBAYGolQqCQgI4PZ/3sjie6/i9UdWsfHzrVhMjmMcFhXK+UvO5vJbLvZ6rqvVarKzs9FoNHJrVkxMDJmZmQMscwHmnjOLuefMYv1nG3n7yQ+oNTqCW4VCwYS5edxw/xLSR7vezJVKJWlpaSQnJ1NRUeGicxUUFCQTUnFxccycOZPvIta7HFvPBFU/IdX/CsyaNYva2lr0ej0Gg4GMjAxiY2OprKzEaDQSGhrKpEmTBgRlgiBw3rVnce41Z/LFqm/56MXPaKp1EFRKlZJpp09m+QNLiE/x7MohaYLo9XqUSiWjR4/2WWWnGZXK3998AGNJH0G1qZ+gikuN5eq7XAXQRVHEZrPR1NQk/z3UgEKlUjHnoun85dn7WfPSp3z++le09xFUKrWKeRfOZvkDS4iIdhUzH06Jt1qtJisri5aWFmJiYkjOSqCxopmtn+yi5EC/zlpKVhLX//laZp4+3WWekWoBBIcGc8tfl3Hdnxbx9lPvs/bdH+jqI5/9A/04/YpTuP5P18quftL6Oth8duvA6jlBcAiXT5pt5dAeG9+tUVOtV8lnZVKGiTOv6Gbs5H6ySOwb6O0oCl4qpty3UxAEYmJiiImJke21N2zYQEpKChkZGbKFtjT2eBNTQ3XlO0FMncDxgHTv6urqOqbE1Eh0YBQKBb29vbJZTWRkJBMnTvRoJuE+biTb6h4fJqWdQ2Lq2ZSXvk+tcRX2Pgt1QfAjNPpktGNuITAonpaWFuxVhcOez7nlLSg4kXEz/kN7ayn6I0+5aDGp/TWkZF5HQqrD4KWhZf9RxXkAfsGnYA1IxWz9DrVyG0pFb982BRARdybaMTfj5x/O3r17j1rPKjxyNBPnvEBL4wHKCp7F1F3Qvx2Bo9CMvhkb6VRWeiZAPEGK83p7e+nt7SUoKAiVSoVCEcDo8bdjHXMdpfkv0VT7JaK9p+8YDCSk3KFSqcjIyCAlJYXy8nL27dtHREQEmZmZHs+7mIQZxCTMoL56M4bCFzD3SoSCg5DS5t5OZPQ4lzEKhYLk5GQSExOprq520bkKCwvDaDRSWVlJdHQ006dPd9HCzZ18P6beWyjNf47W+u9lLTKFMpz41CvIyFkqO0bGxsYSExNDQ0ODS5yXkJBATU2NrO80duxYoqOjB1yfSZpzSEw7m5ryb6koeQ2LuapvzxQERUwjK+8uQvucGN0hiiJ1dXXo9XpsNhuZmZk+2xeDQpIYP+MRujur0eU/R3vzRpmgUqqiSdYukc0GpO+XChGc/x5qglwVdBJTTnqQ+srPqSpbhc3c140hqAiLnseo8fcQFJzgMm4k8ZcoigSFZpI9+TnaW3WUHn6aztad/QSVGEUPpxIYNh+lf6bscj+S+7/D5CYY7ehbyMxdRlnRW9Qa12C3tvTtmx+RcWcwevxdLu6DI9kv6fqOS5xJfNIsmhsOoD/yPN0dB0B0vOcXkEFG7u9cBOJHqp8FvuMuhUJBSkoKycnJ8nNNaWkp6enpWCyWXyQBGRDgWR7IGScqpoYJKZPW0dHhU/1+pJVPIw0epDmlYEdyYjGbzbLmiLfA3xcZplJ5d7MQRQH3YiWlUuDUC7s542L4Zk0QCgWcdZmFwGCBnl4/p7Hu39VPTB3eeYTs8Zn4B7hm8z0RaGMmj+bxj//F7vX7+Oa977lwyTlMmD3whudt/1qb2mmobiB7XOagYwIC/bnxwaUsvH0Brz+yCrtgY/ypDkIqIyODiIgIdu7c6XEeCQe3HWbM1NEuRI830c6p8ycxdf4kNn29lQ2fbeayWy6W3f8qKysHLXdurm+mpbGN1CyHllFsbCxtbW3s2rWLtLQ0NBoNfn6O3yQsMoy7H7uNJfcu5PVHV5GckeSTkHKHWq2mu7GXmTNnUlFRwY4dO4iLi0Or1cruG86Yf9FJnHzhPL7/8Cd2/rCHq++8HO2YdJ9zOGfvdm/bw/df/UB0YiSRkZHMmDHDIxEmQSKoBLGvZ9FHW2ViYiLx8fFUVVVRXFxMfn4+tfoGzr70DOLivNu9SuMvXHwOFyw6my9WfsPhnUdYcu9Ckr3oSYmiKN8wRFEkKysLW48dW8/QbsKa7FT+vsJBUL395Gomzh7HudecOWBsa2srpaWldHZ2MmrUKHmdADi4/TCT5kzwOp9z9c3Vt1/Glbdcwocvf4q+wMiy+xcTmxjjdd/cv9NQXE5QSCBxSbEexwiCQFxcnENLq7yc2LRomqpb2PPtQU67ZD5nLDjF4/Z5uqHbbDYObD/MpNnjPe6b87iAQH+W/XkJi+65ivef+4j6qkaPZJsvYkp3pIyI6HCi46OwuhFTLleqKJI7wU7eRBP6QjM/faFm+nwLYya2YTIPvN4E9/Eub/qumPIUQEj22u3t7ej1ejZt2kRiYiIZGRmEhIQcVYn3iVa+E/gtQKlUEhQUNCSjm5ESUzB8wduuri46OztpbGwkNjZ2gFnNYHOOJOnpaZwgCGiyF5KivYyywtewmFvQ5twsO+TB4LFsa9MhgkMzUPu53rc9xV5hEVlMnP0cLY37qdS9Q3zKBcQlnzToOAkWSxddbToiYsYP2A9JcNpoNKJUKsnMGkVc3FzsdhP6Iy8hIpKRsxw/v1CXcb7ir5bG/YSGZ6NyqhbzNiYyZgKR816jsXY7NcaPSEy/nJh4R+JlKPIFZnM7XR3lhISNRhRFIiMjaW5uZs+ePbLujPQwqFIHkzPxXszm5ZQefg6VKsQnIeUOtVpNRGgrSbOmUVlZy+7du4mKiiIrK8vjeRiXNJe4pLnUVv5IXcXXpGYvJsrtN3CH9DCdmJhIackB9u35BoUqibCwMKZOneqVgPUPiCRvykOYem6lNP95AgITSM+5boDbGvTHGbGxsdTV1VFUVERRUREK0UjuuHNISEjyGX8JgiATVNXGr2msXU9Gzo2ERWR7/LwoijQ0NKDT6bBYLGi1WiIjVNisHUMTDg9JYtyMfzsIqiMvEhI2Cs2oawaM7ejoQKfT0dLSQkZGhrw+CYJAc/1uouOneZ3POc5LH3UVmuwrKS/9kJbG3WTl3UJIWLrXfXM/Vt2dVdhsFkLDPY9xjr3CIjKZPPcZOtoM6ApeIjJ6MmlZl8uGPwcOHCAoKMilosx9/qa6XUTFTfW4b86EllKpJit3Gdqc6zAUv0NHayHZ4+4YQLZJ4zytzZ3tBgSFyquznrMOZlTsBKJOfoW25iLKCl8lJnE+KRkDu1wk+YThEjKS9t9g55D0XJOQkCATsm1tbfLr0nPgUHC0CchfW5z3myCmnDNpgxFTv0QmraWlhfLyckRRJC0tjcTExEFPBF8BhErti5jCoy6RCPgHilx6nUTMuX7I426JFjZ8sYXVz39MVWk1IREhXHTDuVx200UuGgneAg+JxPEET5bAzfXNvPXf99j6zU4sZgt5M8Zw48NL0WSn9m2j5yDCbDZT11jHpHPzCA8PJz093cVVzNNcoijy02ebWPPcx9QY6giLCuWiZedy6bIL5cXIV8A479zZzDvX1ZnFV2DUWNvEikffZvt3u7FZbYydNYblDywhfbSGyZMn09bWhk6nY/PmzWg0GtLS0mQCKio+ij88OdDq2BtEUWTdR+t5/9mPqCuvJyImnAU3X8iZV52K0Whk+/btJCQkoNVqXaoypH048/JTOfPyU4c8X2VZFc8+9DIHN+UDkDMtm9mXOmxlpfJyX9eNQqXAZvMd6Eml3GVlZeRvKWLLpztprm3hsxe+4aIbzuXa3101pBvBhUvO5cIl53p8XyKPdTodNpsNrVaLwqbk9b+tYtcPewGYcspElt2/mKT0RJ9zgYOgeuCF3w94XfqtW1tb0Wg0TJw4EbVajd1u56u3v2XN85/SXNdCbFIMl996MecvOnvA8XNfi5RKJVfeusDn9kjnpnScaivqePGvr7P7x/0oFALTz5jC8geWkJAa7zJOCiKkXvm0tDRH2X5yFH5+ftTW1g4o73ffPlEU+fytr2VXv7iUGK647VLOWXiGy+c8EVr+/v4sufdqr/vlKbNVZajhxYdfY9/GgyjVSmadNY1Lb5ziYbSU1exfA7U5ItocR3bXasbD4iiC4P1cE7wQU0MJdMLCwpg4cSKdnZ2UlZWxdetW4uLiRhw8HOuKqeMtinkC//9CEASCg4OHREyNNAEJQ79mOjo6MBqNNDY2+jSrGWzOkVZMeRunVKrJyvMsOO4tXmuo2UJ5yWuYe4oRFEHEJF1CRs4NKJX+PscBRMZMJDJmotf53NcIs7mDsoKX+tq8evAPzkU75k4iosdis9moq3NUbFdVVQ1wTFYoAhk1/u4hz+XYt02Ul7yKuUeHoAgmNnkB6aOvR6lUD0pmxSTMJMbNHt7XGLO5HV3+87TWfw+iCf/gsaSP+R3RseOYMGECnZ2d6HQ6tmzZQmpqKunp6fIDqJ9fGLmT7/e6LZ5QW7me8uKXMfeWoVCGEZ9yGbNmXU1FRRU7d+70WSmfkHIqCSlDj/M6Oxo4sPNRets346+0I5BDZ/tZFBY64jxPlUwS/AOjyZv68KBz2O12qqurHUlBy2H8zN9it1aTv30lNQmXMH7a7S5yI54gCALJ6eeRnH6ex/elrhWdTkdvby8ZGRnERAWiL3we46EfQbQSFD6ZzLw7vZJazggKSWLc9H8MeF36rRsbG0lNTSUvLw8/Pz9EUaTK+C2Vpa9iNVejVEWRqFlIRs4iuYLMeVulfZL+1WRfjib7cp/b5Bx/9fY0UnTgCdoa1wN2QiKmkzX2Thf3OfBcTR8ans7EmY/Kf0tyIRqNhvLycjlWrqurk6/TqrKvMBS/jM1cg1IdQ2L61aS7EXae4jyFQok2Z7HPfXInfHp6Gig68DjtjRsACImcSfbY3xEarnWZy9N6Hh41momz/+d1vpE48knjYOjaVM6E7ObNm+np6WHDhg3y+jCUaqajrZj6tVXG/yaIKYVCMeSA5Xhl0mw2G9XV1TQ3N6NUKsnKyiI+Pn7IZYG+MmlKpS9iSoHC0wkkCl7aap1f7Bfo27leyY+ft9Le9Jz8bmdrJ+88voZv3v6eK26/hLOvOt1nwOILzsRPfXUjbz72Dju/24PF7FSlte0Id51/H1PmT2D5Q0sJjghymctkMslaDr5K553nEkWRHz5ez5rnP6WuvF+gvL25g1WPreart77j8lsvZtQM7bAfujyRWQ01jbzx6Nvs/G43FrOtr1UNDm05wt0X3M+UUydy40PXkZAax+TJk2lpaaG0tJSKigqZoBrqOScRUquf/Yhap31rbWzj9X+u4tPXvuSK2y5l/iVz5YfexMREtFrtkBY/d1QZa3juoZfYv+Ewol1EqVQhCFCyR49uv5HR0zKZddFk0kelY7GMTKMNoLy8HL1eT8H2YrZ/voemGke5r1qtpqetl3f++wGfv/ENlyw/j4W3XjGiEubGxkZZhDojI4NAdSCv/XsV27/dhdVp23d+v4c9P+1nyqmTWPbnRUMiqCRImbOmpibS0tIYO3asHJT++MkG3nnqA5dzsqG6kRcefI01L3zCZTdfxIVLznUpDx/JfgK0Nray4tF32PrNTmxWx3pos8O2b3ay87s9TD1tEsseWEJy3765z6VSqWRHucrKSgoKCigtLZVL4KXrQBrzwycbWPW/96ivbJS/o76ykef+/ArvP/sRC266kAsWnyOvJSMp1RYEAYVCQVN9C6/8/Q2XfbOarWz6Yhubv9xM9jg1511jIS4RnBdEu+hNylz0uJ768iUQFN6JqaFeyyEhIYwbN46srCzZuaukpASFQjEkx82RzDnSsSda+U7geGEoRjcjjfOciSlfaGtrw2Aw0NLSQlJSklyRPBKS9mg1po52XF3lT1TqXsfc2+8mK9q7aah8h6aaL4lPW0ha1jU/S5xn6m2hrOAlWhvWIYr92oGmriMU7L4ZVDmYFWcTEORIRE6dOnVYa5d7/FVXuZ6K0tewmJz3rYv6ipU0Vn9GfNpCFAEnjyjOG0C2mdrQHXme1vp1IPb2ueyBqfswRXtuITh8Mllj7yE0XMuECRNob2+XE5FSpfxQK+HBlZCSYLe1U2N8g7rKj0nULGTWrMsxGo2DVsoPhq6uJg7s+A89bRtQKm34+SkRBCWIJSgtOixtORzYdwah4ZlkZmYOWcfVGc6yCTbTYVS2dShsVSCAUq1Gae+lrf5t1n/xKdGJlzJu6q2DElSe0NzcTGlpKd3d3aSnpxMfH05ZwYtU5LtqYXW17ebQ1iUEhU8hM++OIRFUErq7u9HpdNTX15OUlMScOXPk+LquagPGohcx9xrkz9uszVTqnqfG+C4JmqvQ5iyRCSp3YmqosNvtWK1dHN79LM2134LTvnW2bGP/5h0Eh08je+wdskPhcAovpCRlcHAw+fn5HDlyhPwDH6Oyfgu26v59szRSWfIM1WVvk5h+FRmjF6NQKI+qJU+hUGA2d1B88OmB+9a8mX2bthEcPpWsvN8RHjV6xLISR2M4A8MXTZdi2OzsbPz8/NDr9WzcuJHk5GQyMjIICvL+3H+iYupXiOFk0o6GmBrKj2+1WqmsrKSiogJ/f3/Cw8MJDQ0lMXHoD7AwSEZM7b09yvctdpB3Rdi0VsHGL/1obVQCIp7W/ua6Fl566A0+fe0rzr/hTFLGDG/fwLF/dZX1vPWv99n94z6Xh39n2G12dv2wj30bDzHtjEmMP2MMvb29lJeXU11dTVRUFJMnT/Yo7i1BCli+fX8dH730mcsDsqd9e/kvKwiPC+PMa08ZVgbUOWCpr25kxX/eZsfa3VgtDkLKfc232Wzs/H4Pe9cfYObZ07jxgSVExUcxdepU+QZaXl5ORkaGLI7nCd4IKXc01bbw4kOv89HLn7PwzsuYdfYM9Ho9W7ZskRc/T8LL7qipqOHZh15h308H+wkpt5XEbrNRsL2Y4t06xszMpr6uHklvbDgQRZFv1nzPts9201g5UPxRoVCgUCjobu1h5aOr+fS1r7n0pgu48qYFg95U3DNn6enphASG8eZj77D5y22yrpc7bFYbO7/bzZ4f9zHl1Eksf2AJiWnxHj8LjkpOnU5HQ0MDycnJzJ07Vz7OW9fu4K3H3qVK71l4HqCxuomXHn6DD174lMtuuZiLlp47ourNtpZ2vnnjB17Y9yZWs+frzWazseO73ez6Ya+DEH5gqdcbu7OYY2VlJUVFRTJBZbPZKNpTyuv3v0NlabWHmfr37eW/rGDN859wybLzic2JHFHAYum18OwDL/PDhxsw93o2bbBabeTv9qNgr5qscVbOXWgivq+bU7R7L4IaUC8lSoGi5/VUEDxfQyMJdAIDA8nNzaWqqorg4GB2795NeHg4Wq3WZ4baec6jEcX8tQUsJ/D/L451nCcIgk+zmubmZoxGIx0dHaSkpDBmzBg5seDLrMYXjsaVbzhaNe7zVRu/oUr/FlZzhdfP2m1t1JS9RH3FR4TFXYndrvX6WV/zmXqbOLJ3Fe2NP8o6Q86w2WzYbTYEy0FUykICAmfTYZsx7Lmk+Ku24gcqda/7dCqU9s0uvocQeBaiOG7Ix9E5zjP1tqA78gJtDescD8iCJ0kCO11tuzm4ZZGjomPcPYSFJTNp0iS5nb+iokJO9vharx3ExksuhNTAfWulSv8iteVrSMpYxKxZF1JWVuazUt4TurqanQgpax8h5b5tdrAewZ9CzK157NtzOhFRmV6F2Adsq90uyyZYeo+gtn6Pyj7wnJTiPKW9h9a6laz/4hNiki5j7JSbh3R/k45zR0cHGo2GxMRojEWvsrfwS0S7Z4MVETtdbbuGTFA5m/0kJCQwe/Zs+Tg31u3s0yzz7kRus7ZQpXuRGsN7JGiuInPM0hERU1ZLD6b2Tzi89W8IeN43RDtdrTvYv3kRQeGTyMq7Y0TJToVCAbZyAhU/0NNzBLPVCoKASql0rZCyNlNV+gI1hneJT7scmyV3RHGeKFoozX+epprPEG1eDM9EG12tOziwdRdBoROJTV00Yr3TkVapSyTTSMYqlUrZyKmjowO9Xs/mzZvla9dT9eOxlmw43pXxwz9yv1L80pk0s9mMXq9n69atNDU1kZuby7Rp0wgJCfnZM2mO/mwvC5XoOZcvelFFcZaZrqkQ2PGDuo+UwuPnndFQ1cj2tbvp6vDsiucLCoWCTV9sY9/Gg15JKWdYLVbydxRSvLeU7du3YzKZmDJlCuPHj/dJSklz1Rhq+W71jz5JKWe01LWxe90+Wpvah/R56A9Y7HY7P3z8E3vXH8BmsSH4Kq/o27eDW/LZvHaH/D2SmOSYMWNk69rKykovZfhNrF39A3UVDUPazoaqRtZ9uJ6ejl7Gjx/P9OnTMZlMbN68meLiYtkh0B1ms5ni4mLeev4dCnYWoRAUqFQqb9JQgIPEKTtUgb1HIqUGc+ST0Pc5QaD8QBXN1S0+P61QKFCr1XS1dLN29Q98/dk31NXVeb32mpub2b17N4cPHyY+Pp65c+ei0WjYvX4P+zYc8EpKue/boS2H+f7DHz2+39PTQ35+Ptu3b3eIlc+ZQ05OjkxKdXV08d2aH6k1eicTndFU28za1esoKzSOSHRyz8Z9GA5XDGnf7DY7B7bk89W7awedS6FQkJaWxkknnURGRgYlJSUcOXyE3T/so8bg2SXKHS31raxd/SOVpdUjCljKi6rYu/GAV1LKAcmuW0Cfr2LzWrWsq+etGEAEBMXwjrO3iqmRBjrS2MzMTObPn09UVBQHDhxg+/btPs9xOPaZNGfthhM4gWON0NDQYxbneRor6dDs3r2bI0eOEBUVxezZs8nMzHTRABlpRdHRVEzB4NVdnsaJtmZqyj/0SUo5w2ZtoqN5I1ZL63A3E4VCQUfTZtqbNg0gpWw2GxazGdFuR6VSoVKrUShEejoOYzcdGpFouqmnidryj3ySUi6wt2Dp2kFPt/fEkDuc47yainW0N24CzF41MiWI2OhqO0BN+Vr5tYiICKZOncqECRNoaGhg8+bNGI1Gj7+r2dRGtfFjLL1D2zebtYmG6rXYLHXk5eUxa9YsRFFk69atFBQU0NvrmbSwWCyOdsP1r9PbsQs/P7EvzvO1f3YEeykp8bVERkayf/9+9uzZ49UMSHLA27ZtG3q9Hk1aIpHBxQii9yQW9Md5fupuGmq+ZfOGD6iurvZ6rrS1tbF371727t1LREQEc+fORavV0ta0h9bGTV5JKZdtxU53+0GqDZ96vNeaTCYKCwvZunUrNpuNmTNnkpeXJ5NSNpuJGuPnmHsMg84FDmKxoeormhsOyPs1nHtsc8M+FLYC8EZKuc5Gd/tBKvQfYrVah30vt1otWHu2Y+4pQ6lQ4Ofn52ilttkwWyzY3H4Xu7WV+sov6e0uGlGcZzdX0Na4zTsp5QzRTnfHQWqNHyF4cQ/1haOpmBrJOE9jQ0NDmTBhAnPnzkWhULB161b27dtHW1vbgHEnWvl+ZfglM2nO7WQRERGMGzeOiIgIp574fte64WCwTJqIEoGBhE5/Q4prdYq3/L7g9GpiqsjvHzOxd4uFb1f70dLg+fRQqVVMO30yS/94DQp/R6vVcKFQKLjwhnNYes+1vP7vVWz+apvXKo7I+AjmXDQd7ZQ0BEEYlrgo9PXwpsXyxCf/ZudPe3jzP+9S5aWKQ6FUMGHuWM5adAqhMSFERPsmvdzhKKG1ctlNF3PhknN5+8nV/PDhRtkx0B1h0WFcdN05XHbzxQMWFncxSMlOV6vVkpiYKJ9jcUkx/O+Df3Jo5xFe/9dKSg/1O6a5f9+YaaO54f5FjJ7Qn/mRFj9v5eVmsxmj0UhFRQWRkZHc8ufl3P23AN5/7iO+Xvmd7JjmjqCwIM65+nSuvvNy/nrjvzmcnw8u5ycMZOxcXxcEgX+tepjSfD2v/XMl+TsLEb0EIZlj07nuz9cyfuZYqqqqKCoqQq/Xk5mZSWxsLIIg0Nraik6no729HY1Gw6RJk1wW5bOuOJ3TF5zCx69+waevf0Vbo2cbW/9Af05dMI+lf7yG4FDX8vje3l7Kysqorq4mPj6eWbNmeSzDDQ4N5q+v/5lKfRWv/Wsl+zYc9HrNp2QmsfgPC5l5hkO7q729XQ6Qh3rDOOm8OVgCerHUi3z40mc0Vnu2H1apVcw9byY3PnwdEdHhbN68eUg3WkkgNSkpiUOHDnHBzWfR3d7Lzi/2cmhzgVcCOiYpmkX3XskZl53KTz/9NKKy9THTRnHLH27kp8828d4zH1Cl8/CgIYJCIZIzycrFS02ER4l9hJTggyoVEQbsu29iVaHwXjE1Us0CURRRKpWyU2J6ejoVFRUcOXJEthz25CRktVqHJaIpQXrwOqExdQK/JhzLOM95rN1ul81qrFYraWlpJCUleb1+jybpeTTJ0uGSN0qlEoUqmgmzXqalYTvGouexmLzFb0qCI6aTkXMrNjGKI0eOjGg7w+POJSN9GbqCl2mu+RKbrdtRIdWnWyitrwplJHGpl5OivYpNm7aMqMVO5RfR56q3D33BM5i7i719msCQCYTEXkF7ZyhBwUlDnkdaG61WK8npF5Ocfj7lJStprPoYu93zualQhBCTfDGZY5ahVA2UTYiKimLatGk0Njai0+kwGo1ypbz0W/v5hzNp9tO0NReiy3+abic3RHf4B+egzbmN6Php8mtBQUGMHTuW9PR0uVI+JSWF9PR0/P39ZWFro9FISEgIU2fdQETEvRiL36bG+C52W6vnI6kIICr+PDLzbsGvTzQ/LS0No9EoE0KSU6C7jmdGRgZJSUkoFApS0/5HZ7sRXf4zdLZsR8TzdeEXkE7aqJuJSzpJrrYqKyuT74GCIPiUTQCHvlZ88ilU6j+mSr8Sq8VzAk0Q1ITHnkZ23u/wD3R19Zbi4vLyco+uhBKUSn/GTf8nPV11lOY/S3vTBq+O5yq/BFIyl5GYdg6CIIyoCjMuaTZC6B9J05qpNb6FpdfL9S0oCYua63D1C0li165dIyBUBMLiljJp4mhKDj9Pc91alPSiVCiw2e3YbDY57lH7xZCSeR2a7CvZtm3biIgppb+Wmaff4nCWLHoZU1cxHq8BQUFw+BRGjf89PaYQSkq8V6r5nG+E8drPTRJJ164k7bBz5075uoqMjDyqyvhfYwLyN0FMwdArprxVgwwG98xWd3c35eXl1NbWEh0d7bWdTKlUes1MDGc+d4iofBBTniqm8EhWOD7qrK8iMnmOnUmze9j4bRDbvgujra9qSO2vZtbZ01jyh6uJSXAs0o2NjSPWHhBFkbDIUO7+761cc/cVvPrPN9n9wz7sNsf3RSdFMfvCaWRO0RAfH09SUhJ79+4ddp+8syjm9FOmMP2UKfz02UbeffIDuYJKqVQy8aRxXPfna0nVJlNeXj6AlfYGKUjx8/Ojq6uLwsJCh51uRBi3/m05i+6+itf+vZKNn2+Vq1XCo8O48HqHkPxQFoWEhATi4uKora2VCarMzEwXYdBx03N56rNH2bNxHysefQdDQbk8PmfqKK7/87WMmTTa6zxhYWFyeblOp2PTpk2EhobS0dFBREQEU6ZMcdHwWnLv1Vx56wLefnI1a9/7gZ5Oh+tZYEggZy08jWvvvpKAQOkh3f2cdCKo7M5VVJ4Xv6w8LY++91eKDpTw2r9WUri7WP5N03PSWPKnq5k2f7L8+dTUVJKSkqiqqqKgoICSkhKUSiXd3d2kpaUxfvx4r5oOSqWSy2++mEuXX8BHr3zGZ69/7XINnHThbG748yLCIl2vd7PZjMFgoKKigpiYmEFdCSWkaJNlgur1f69yVNr1PazEpcZy7d1XcOolJwP94qBlZWWEhoa6CGoPduOQKp8uWHw2Fyw+h2/e+57Vz39MQ981oFAqmHb6ZG56+HoSUuIGjBsqFAoFYWFh2O124vPiiYqLYOZFU9j51X4ObjiMpY+ADosO4/JbLuLSZRfK3z9S7QHpGJx68UmcevFJbPpmG+88uYbyor6qAAGyJsRw3sJ6ktMcL9hsdkDoW4t8VIR50pgSQBA8PxT4IqZ+Ls0CySo8LS2NqqoqSkpKKC0tHfAwM1IybKQ6CSdwAscSx7IyHhxrV0NDA4WFhQ6hYY3Gp3X80c4pxXkjacmD4RNTzuNiE+cSmziXKuNXVJW+is3qqLgWUBEcOQvtmFsJDk0DHImQkcZ5NpsNu6hGFXwRvepRKFiLStiPQtEnEqyKJi7tStIyr0KhUMr39eHO59xiFxkziSnzVtBQsxlj0QtOFVQKAkMnkjHmVsIjx1BbW0tbR9WQvt/e96CtVquxWCzk5+eTlZVFREQEo8bdijZnCaX5L9NU+wWi3RELKZShxCZfgjbneo+ElPv2x8bGEhMTI5M3UpznfA6GR+Uwed6LNDcepCz/aXq68uXv8A8aTUbOrcQkeG+FDAkJYfz48TJ5s2nTJsLDw+ns7CQkJIQJEya4GNZk5CwmLXshhqK3qKtYg93W3re9/kTFn03m2Nvw83ONhaQEikRQ7dq1S3aXlQgp5/uUvG1hGibMepyOtjJK85+mu3UnYl+1i9o/lbTsG0lMO0P+fFJSEgkJCdTU1FBaWkppaSl+fn50dnaSkpLiIpvg6XinZi4gRXspFfqPqNK/hc3Sdw0IKsKiTiJr7J0EBrvKNFgsFpnAkyrevLkSOiMwON4rQaVURZOsXUpq5mXyeSwlo0NCQlwqpwZbJ6RrIDHtTDJGXUi1cS3G4tewSLpWgoLg8GmMGn/PAJHwkep7+gdEMnbqg5hNv6M0/0Waar5GSY+DoBIDsQhzwP90FAHZMrE73LmcY9345HnEJ8+joXY7ZQUv0ttZgPQMERCcS9a4e4iKnQBAV23tcdeYOhpiytecAQEBjBkzhszMTJn4DQkJwc/Pb0Q6wUe7vccKvxliKjQ0lK4u3+V9P0cmrbOzE6PRSENDA7GxsUydOtXnw+fRlGr73FZR5fEZ3qsgrw9NFG+fn3e2nWUPP8fq5z6iub6VRfdcRWRsxIDt9LZ/xQdLiUuO81h15D4uLimGB174PcaSCt567B3S8lLQTEgmISEBjUZDUFCQXHnmaVGz2Wwc2p7PhNkDtQI8iZKfctFJzL9wHl+/+x2Hth9h0T1XkZyR6DLGV8au2lCDxWqVtYUEQSAiIoLZs2fLN+K4uDgyMzMJjQjl7sduY8m9C3n90VVoRqWy4MbBCSkJoiiyf+shxk4fI9+IpYqgsrIyMjMziYmJkfd7ykmTmHLSJLau3cG6j9Zz+c0XM2ayd0LKHXaLnaaqVpTByA8BkZGRHs/zgEB/lt2/mGvuvJyVj78HwOJ7FxIY7O7253v/horRE7L575p/ULC3iA9e+pTTF8xn9lmegzClUklkZCRNTU00NTUhCAJqlR+VxdVkZmZ6HOM+/opbLmXBjRfx4UufUl5ayQ33LSIq3tX502KxyJmzyMhIpk2bJpPUxpIK/AP8SUiN8zSFC1K0yfzltfuo1Fex6on3GT9zLOdec+aAQEUURdlMQRRFFzvcfVsOMnnuBI83N+fjLAgC5159JucsPIPvPviRHT/sZsnvr5YdMN3Hefq+5oZWGmsaGTU+a8B7UtYoKSmJxMREamtriYyNYPr5E9nzzUHSszVcc+cVA8hBXwHLoZ35ZOVpB5xbnsbMO2cW886Zxa6f9vDV22tZcONFhETsor3WNesvOP3fMwY+MIq+OVQUSs8BwrEgiZRKJWlpaaSkpMjisRJBlZKSMuI5JVezX1sm7QT+/8axivOsVivV1dV0d3djtVrlpM/PYVbjC85E0XCFvkdSbeWcAJCQrDmPxNRzKNe9R1d7CRk5NxEU7Kob6ivO62jToVIHExjk2d69tbWVrVu3OnRTpswjPPx8urtqKDvyPKGR40jRXu5ynKU1xdN8oijSVL+LqNiBNvSetlEi32rKv6Wxdj2aUdcTFjHKZYyv+KO3p5HeniaCQjLkbQsJCWHOnDmUl5ezd+9eoqKiHHFeaCg5E+/BbLqB0vznUftFDImQckZz/T7CInOIj493SURKcZ6z+21UzHiiTn6dprpdVOpXk5xxuU9Cyh1qlR2VUIVSGURnZyd2u52IiAhCQ0MHrOlKpZrM3GWkj15EWeEKTL1NZI+9HT9/34SMWq0mIiKCxsZG2lqKEBShxMVriYiI8HlthYZnMGn2U7S3llBW+BoxCfNI0pzn8V4jGYJERERQV1eHxWLBT61GsOlRqwcXLRcEgbTMy0jVLqBC9wFtTQfIzLuVoJBkl8/ZbDbKy8sxGAyEhIQwadIkWUeru7Mam63XhejxBmeCSnfkBYJDtWhGLZLPxYaGBnQ6HWazWe6OcI7zHCYvu4mKnSC7ZjrDXZcqSXMWSZqzqCn/gdrKr0kffR2R0WMHjPOWgDSbO+hs08tEj/tczr+jn384uZPvw2y+DV3+SyAoyM67FaUqQD6XdTqdz7WypekwwcEp+AVE+JwLIDZhJrEJM2mu34ex9G2SNBcTnzzP5TMjJZiORmPqaCvjB4Ofnx/Z2dlkZGRQXl5OaWkpKpWKqKioAQ7Zg835a6yM/80QU8e6xBtAp9PR2dlJQkICM2bMGJKA4NGIW/oMdAaIEDogZ/4H6Ex7PlEVguigqzySXI7s0LV3X+V1MzwFA4d3HuGt/75HyX4dan81p152Ekv/cLXLA6WncZ2dnXSY2jjpmpkyIeV8jKXFxfkisVgsfPzK53y18jvamtpJ0MSz6A9XMffsfotfbySTIAicd81ZnHfNWR73y9OYakMNbzyyij3rDwAw+ZSJ3PjgEhJS4+X+95ycHDQaDXq9nm3btsnOd1HxUfzhyTu9Hkt3iKLIT59u5L1nP6KmrJaw6DAuXX4+ly6/UK4IqqysJD8/n6CgILKysoiK6idNZp81wytp4wktjS08/9dX2fb1LmwWG6MnZ3HTX64nXhMrC7Gnp6eTkpIyYPEMDA7kpoev9/HtHlr2HP9hR0TsO2EdVSiDL6pjJo/m4Vf+5PV9d8Hx2bNn8+nrX/HJq1/Q3tTBK8lvsvDOyzj/6nMGXcSVSiVX3rZgwOvOpe9hYWFMnjyZiIgIAGrK63jlHyvY+9MBBIXAtNMmc8P9i4dMUP35uXuBfo0TyTFQq9XKpe8SRFFk/eebePuJNdSV1xMRG85FN5zH5Te5todKWXnn/RUEgbOuOI2zrjjN6/a4Z/O7O7t57ZGV/PjhRswmM2Omjub6+64lb+oY+TPOZJEgCCQmJpKQkEB9fT1RsZGYTCYqKysHiL16Ipnydxfw8t/eoPRgGQHBAZx22cks/cPVcgulLzJr2ilTmHbKFAB0Rza77Zd0DJzWTQ/wFtN4TQJ4IaaOJtCRMoXeoFAoSE5OJikpibq6OvR6PTqdDpVKRXR0tNdxg83pK6CTxJdP4ASOF0JCQgYlplQq1ZBjLovFQmVlJZWVlQQGBhIcHExysiMhNhwcTZwHI1sbRqJr5Y3QUigUpGdfM6y52lqKMBQ+T3f7PkBJROxpZObdgZ9/OCaTCaPRSFVVFWq1ekBHQVBwInnT/ulzPue1xW63U6n/kFrju9isDShVsSRpryM5vb/a1lcyMTHtbBLTzvZ4PDyN6e2uR5f/HO3NGwErgSGTyRx7N2ERWnlNzM7OJi0tTW6tkRKRQUHh5E6+3+u+eUJ91SYMRS9i7tWjUIQQl3oZGTk3kJiYSHx8PNXV1RQXF8sElSRNABAdP82lZW8wmEydHNjxBB1N36JUmPALzGbUuLtQB+ZQWlrK5s2bZUdo9wdWpdKfrLybB51DMgvQ6XS0t5YQwDqCxUKwqehomMr2+pOJT9B6FXOWEBaRzYSZ//H6fk9PD3q9ntraWllwvL7qC8qL36CquYHy4sdJ1FzLmAmLByUnBEEgLesKyLrC5XWbzUZVVRVlZWUEBAQwfvx42XnQ1NNEyeGnaGtcD6KNoIjpZOXdMWSCauy0v8l/OzsGSokl9/itvnozxsLnMZsMKJRhxKdcSmbeMheCytm9zhmJaaeRmOY7znMeY7P2UpL/Mg1VnyDauvEPHk1Gzi3EJc12mcvTcfXzC2XMpD+4zt8XA9bV1XHgwAEOHjyIVquVY8D21hKKD/zPsZ4o/IiMPZ3scbcTEBjj2B4fhE9U3CSi4iZ5fO9o467jNU763YazrZI7Ynt7OzabjcLCQkpKSlxaZAfb1qHMebyTj78ZYupYiGKKokhraysGg4Genh6CgoKYNWvWkJzLRjqn8zjfJY9erFIFbyeRl4opAdcWPydeQBAGD3qcA5Z9mw+w6vHV6A4Z5LnMvWa+fXsdGz/byvlLzuSK2y5FrVa7jOvo6MBgMNDU1ERiYiIzZ870WJbonF00m8188OKnfPP2OjpaOuTP1Brr+O/tT7Mm52Ouu+8aJvVVj4wkgHMeU6mvZsWjq9i74SA2q91xiATYvW4v+zccZM55M7jh/iVE9VWUBQYGkpeXR3p6ukNIsq+fPyMjY1DNF3dCSkJ7UztvPvoun634mstvvYQLFp2NRqMhOTmZiooKDhw4QGhoqFxePlS0tbTx/F9eYctXO7GabaiUSlQqFbqDBv502V/InZ7DjQ8tJUwb4lX/YPADKu+dTEgNbN8TXciC4Tr4gaPFVq/XU1dXR2JiIrNmzeLbd9fxz5cfp7VPL0rtp6a1tp3n/vgq7z/zEdfcfQXnXHnmkBdfm81GZWUlZWVlBAUFMWHCBJkQbKxt4tV/vsmO7/b0ayrZYNu3O9n1w95hEVTOgYpWq/XozLjjh92sePQdKkv72xFaG9p469F3+fS1r7j4hnO5/OZLZKJ7pDdMhUKByWRi1RPv883b39PT2d+eXLCriD8seIjRk7O5/r5rGTcjz2NriiAIciZYygrq9Xq5JU1a86RtNJZU8MLDr3FoW758qvR29fLVW2tZt+Yn5l88l+v+dO2Q98tu96DXIAAoPHY5g+TA51ljytvpolT8/BVTQx0ntf3Gx8fT2NjI/v37KSoqwmQyodFohnzv+jVaCJ/ACYSEhNDQ4NvkYygxl9lslrVBw8LCyMvLIzIyksOHD49YxPxojXW8tZb7mnOkVVojaQGUMvptzYcxFL5IT+dB+u/hdlobvmXP+p/Abw694lxiYpNISUnBZDINalDjbT673U6FbjW15e9ht/ZrItqsDVQUP0aN4V3Ssm8hPmX+zxLn9XTXoct/jo7mjSBa5EW+p3MP+duXEBI1h+yxdxEU4tCk8vf395qIHEprTX3VJgzFL2Hu0cmv2e2d1BrfpL7yUxI0V5E+ajEpKSkkJibK0gRlZWVyInKocYvZ3MX+HU/R3vg1KkUvfmolgkKNaDVQtO8uAoJz0ebeAcoJ6HQ6ORGZmpo6rHtBPyGlw1/8jgBrIcji0xYEyzYC2UN7/XS21Z1MQkI6Wq12WBIdzjqecXFxzJgxg9b6Hzi49X6s5joUAij8/FDa2qg3PkON8R0SM5YwZtzVQ46BJNkEvV6PWq1mzJgxMiFoNrVRcvhZWuu/cxH172rdzsEtO4dFULW1tVFaWirrnnoiBJvr96E78jSm7sL+7bO1U2N8k7rKj4hLuYSs3OUoVQEjcvKT9tdxPdjQF66g1vg+dmu/nImpq5DCPXeiL8gmI+cW4pPnDTumlOKT/Px8tFotNTU1lBTvJpDvEc0HkM8Tu4mWuq/YWb+OiNj5ZI+9A7t9MAF+zzjeFVMjHTfUKnVPEEWR6OhoJk2aJJ+zzpXz3r5zOJINJzSmRoDg4OCfLZMm2cgbjUa6urpISUlx9OTHxg6LlIKfp8Tb40UlqD135vVl/t3rTvpfdfsawZdLmh273YZC4f2kVSgUFO0p5YPHvsBwpMLrd3V3dLPmuU9Z+96PLLjlIvLmjqK3t5eDBw/S3NxMUlLSoKSfIAhYzBbeefoDflizgc5W70SksbCCvy79D6MmZXL6NSeRPX7w1i33uURRpEJfxRv/XsX+TYdkQsr9+rRarGz4dAvbvt3FKQvmcf2frpWrOYKDg+V+fikb5Sws7o4fP93Ae8+4ElLuaKlr5ZW/rOCTV7/g6jsv5/QF8+UFSOo7joyMdOhc+QgI21vbef6vr7Lli+1Y+ggptdsNURRF8ncUcPeFf2b8nDyWPbiEwHD/AULs3hZ+6VpqbmoCUXQjpLyhn6AS7SKFhYWkp6f7DPTcrXpnzpzJT59s4j83PE1T7UBHP4VSgUKpoLmmjafvfYl3n/6Aa++9krMWnO51Abbb7XLmzM/Pj7y8PLmFsr2lnVf/tZLNX27z6npntViHRFA5ByreLKQP7TzCa/98C90h77bRbY1tvPWf9/j09a+58LpzOHfRGSO+sX/y2pd8s/J7Onxcc0V7S/jTFX8ha7yW066ex6iJA1v8wFXUXxJ7LSsrQ6PRANBU18Ib/36Gnev2yHpz7jD1mFn73o/89MlmJs0fx5xLBs8YizZ3rT/fBBN4luWTxnpzelGoPFfSHk/NAkmvJCgoiMTERJqbm9mwYQOpqamkp6cPWu07HKeWE618J3C8EBoaSlmZ9zUPfJNEPT09lJeXU1NTQ1RUFBMnTnTRhzlmFe5eIFUwHRO5Bx/jRkJM2Ux69m1+H1P3EQbcw/tajWx2MwrrdwSodhCsXojK/1R6enqGvY2IdqrKVtNW/xl2W7PXj1nNlejzH6BSn4k69FL8AnOGNY0U5/V016LLf96VkHJv4cZGR/NG9m3aRnjMKWSPvVMWxB5uItITIeUOu62Vav1L1JV/QFLGItKyriQtLY3kZIcG6sGDBwkJCSErK0tuKfMEs7mbgzufpq3hS5SKXvz7CCl39HYdoWDXLQSEjiNrzJ3YyBiQiPR1H2ppaUGn09HarCOAdfhb88GrG5oZzJsJZBdtdTPYWnsSSUkZZGRkeDSKkWAymTAYDFRWVso6nu3NWzi8/a9YzQO1whRKJQqlEqWtlfqyJ6gpW0lSxhJyxi30GbNKbfGCIDBq1Ci5Pcpi6UKX/yJNtV96dfQTsQ+JoJI0vpqbm0lNTfWoe9rWXEhp/pP0dhxE9BI3220d1BpXUl/xCXGpF5OWvRQYGTFVX/UlxXvXYLd4NsYBMHeXULT3HsoKMgmIuBhBNbxrDhzHOCxMTUf9t5hN32G29sptbAql0imPbaK1fi27fvoR/+DpiOL8Yc810oTs8daYkojBkcwpJRIlA6Lk5GTZGECn05Genu6R8LRarb/KyvjfDDEVGhpKXZ1va/LBslpS24zBYMBkMpGWlsaECRNQqVQcPOjdMcsXjtZ1xfsDgufsWt+jFo4bgtPC5GWREgTnMQMJLZu1G4Wfdwe8tuZ2tny2k6byVgYnHKCtqYPv1/yIGGglPC6UlJSUYVWhlR0qZ/OHu3ySUv0Q0ecb2PKlP9q89CF9vwRJtPPjVz7n4JbD2K12nw+w4KgO27F2NzmTRnHGglNc3gsNDZWFxUtLS6moqJAXC2kRq62o57M3vvZJSjmjoaqJr9/5jrHTc0lMi3cRnDQYDOzatYuYmBgyMzNdyqWtVisVFRV8vuordn6/F7uNAYSUO+x2O0d2FvLlym+57R/LZf0DyRFFEuiUbobOpdzd3d34BwQMkZQaCJPJNMBBRkJvby8Gg4Gqqiri4uKYOXMmwcHBGIrK+fbddR5JKWcolQqUSgXN1a2sfuFj/MKUTJw60aUl0m63y/3xSqWS0aNHu4jOA6z/fDO7f9zrlZRyhtViZc/6/cSnxrHs/sXy6xJ52dLS4lOg3WQy8dmKr2Rx+8HQ1tjGN+98T1JmAoL/8EmEytJqNn+xyycp5YzSQ3osb5vRjB6oV+UMZ7HX5uZm2Tnl4xWfcnDrYa+klDPMvWZ2/7AfvxA1p599us/P2u2efhuHWYSnoE8UvfTWu1T1DYRS6Z2YOp4l5dLY8PBwh0V2Wxt6vZ5NmzaRlJRERkaG1yz1r1EQ8wROYCitfJ7ivK6uLoxGI/X19cTExHjVBj3e7npHM/ZoCK3hjrPbesH8A6auctcAUSak7Cj7pAwc98Uummu/JzQ+Bbs9dtjbaLeW0VL3Odi9k1LOMPcYMFm+Iyw+fVjzSBVT5aUf0tG8GbD6zlQAomihvXk7tZVj0GQvdHlvKIlIU28Llfp3sPToh7SNNmsTdZVfEBkzmbDIUSiVSjkRWV5ezr59+1yc7yRIibSi/M+h93v81RaPhJTLviHS23mESv175E39G9HR0+XqZoPB4LFS3tnpODU1lUDBQGt9kSxa7hsmFLaDaDVT6bGKcsVZRkaGS/LEmwNed1ctNWUfYDN7dtmW0E9QtVCpf5/mtlBGj5nlos3q7hjoLjoP0FC9kZb6H72SUq7H0k532x7KS98ld/ID8jzd3d3odDrq6+tJTk5mzpw5Hp9/HO2ra+jtLPBKSrl+voOGyi/xC8wA1MOOGSymGlp7vsNuGeo1p6fX9DGh8bcOax7HttppqtlAe/N2FIINhVqNXRSxWa2OeEepROlCUFno6diOBRDFi4ZFuh3vyqfjURk/2Fhn+YyGhgb0ej16vR6NRoNGo5HJ8l9rnPebIaZCQkLQ630v9N6CDrvdTl1dHUajEZvNhkajITEx0eUHO5qWvJEGHd4EIAHHDcbD1wqIHu+rQj8D5fa66PNBy2btRu2DmIqKjeTaBy8jTBHR11Lk7QYhoMlNYe6CGcSnxxAaGopKpSI7e3BxQmeMmT6KhTdewVdvfc+Xb35DV3u3x89JDoLX/ekaGlsbhzWHzWZDFEVMJhPX/uEKrrp9Aa//exW7f9jn9beMiAnn4uXncemyC33eECQXj6amJrlcWgoyElLjePrz/7Djh928+Z93qSip9PwlgkDWuAyW3ncNE2eNG/C2n58fo0aNkvUPduzYQVxcHOnp6TQ1NWEwGAgKCuKaW6/ilvtuZM0Ln/DFm9/S1eY54Ff7q5lz7gyuv28RUXH9mTlJ/0ByRJEIKrVaLeuxSRU/61Zu7LuZSJoOvm+0gqMnFYVCYMKECXJ2afPmzS6Oe86ZM+cHjfTRaTz39f/Y/v1OVv7vfcqLfR/LGx5YTM6kbMrLy+WWSK1Wi9lsdhEcdybfnHHhknM566rTWP38x3y96js6W70cSz81c86bwbIHlhAR7QginfWwUlJSyM3N9UnU+vv78+CLf6DaUMNrj6xiz4/7sFk9n5fh0WEsuPlCzl98NkajkZqaGjkzM9Sbe5I2gWe++g/7Nx9i5f/ep8LbsQSyxmdw48PXIQSJQ25NEQSB6OhoQkND+fHHH5l53lSypqdzZGMJO77e4/UaV6lVzLtgNudedxom6+C2yh5b+fClMSX61J7y5sqn9FIxdTSBzkitgJ0Dj/DwcCZNmkRnZyd6vZ7NmzcTHx8vC/c640Qr3wn8GjEcVz5RFGWzmsbGRuLj45k+fbrPiozjHedJY0faPni8iCk//xCUocvJzI2gsuQ5ersKsTsRUn5qtRxA+gVkkJK5jPiU+dTU1NBVUzPsbfQLHM2oUSvobP6OWuPb2G2tXj6pJCRyNtrc22lotA5KWjpDahW0WCxEJlxBWtZCygqep73pR9ktzR0KZRhxKZeSkXOdR+FpCc6JSClukRKR/gGRTJ73Es0N+9EdeQpTV6HX7/EL0KIZfRPxyScPeE+tVpOZmUlqaipGo5Hdu3cTHR1NRkYG7e3tlJWVoVarGTfpMmJibqai9H1qjG9js3pO1gmCkpDIuWSPvVNuVQTk6mZnp0Cp9U6v19Pa2uqWSPsTpp5llBx+hrZG38cyPuUy0nOuQ6l0xAoZGRno9Xq2bt1KUlISqamp1NbWUl5e7tEBLyg4gSknv0ZT3W70hc8NciwzSM+5jej4WbI2a2BgIFqtFlEU0ev1mM1mnzIVSZpzSEg9i/KSd6kxvovN6pnE8XQse3t70ev1clX/7NmzfVYuKxQK8qY+TG/PrZQefoa2xvUubYOuxzKUuJQrSMteTE1NLYJQMuyWPqU6nrwJL2IzlaA/8jy9Xf1Od+7wC9Sizb2Dtq44TKbBYy932O12UrSXkJV7FWVFq6gxvAfW5n6CymbDYjb3EVR+hMfMIzJhMdW1ncOuBPsltKJ+CTc/TzGic3dCc3Mzer0eg8EgV87/WivjfzPE1Eg0pmw2GzU1NRiNRhQKhU9r4KO1Ax4JfGbSBF86RZ41pjyx7grBIT/dD9eaKduA9hdXSBfS5JMmMnX+ZH78dCPvPLGGxmqpFFQgY2wacy+dQawmitTUVPlm09ra6vO7PUEqO7z6jsu4dPkFrHz8PdatXo+px7E4SiTK0j9eTWSsg0RpamsaUimiZGULEBUVRVdXF4cPHyYqKoq7H7+VppoWXv37mxzYmo/Y95tGxIZz8bLBCSl3REdHExUVJWejjEaj3BY347SpzDhtKuu/2Mzbj6+m1thXCdhHoiz549VMmjN+0Dkka9HU1FTy8/PZvn07arWa7OxskpKS5IXm2ruu5PKbL+btp1bz7Ts/0NPpKL1XqVXMPHsay+5fTEyCZwFlSXQ5MTGRkpISDh06hCiKxMfHM3HiRI/khC+CSiKk3BEaGsrEiRNpamqioKAAo9FIYGAgkyZNcqlucsfMM6Yz84zpbP5mG28/sdqFOE0fk8Z1913DlJP6RROlQK+wsJA9e/agUChIS0sjMzNz0N/X39+fxfcs5MrbLmX1cx/x1arvZbJPqVIy/fQpLH9oKXFJDjFHZ+HOxMTEQQMVdySlJ/Lwy3+kpryO1/+9kl0/7JUJquDwYC5YejZX3nYpdXV18m+fm5vr4u4y2A1HKuNVKBTMOWsmc86aydbvdrDq8dUYC/srtlKykrjh/kXMOM3RUnfo0KERWQ8DTJs2jdbWVuLi48g9KZvCLaVs/2qPTPYJCgXTTp3IzX9bRkJKHGVlZVjaBq9UE90rpkRwyEcJXtry+ltK3Ybhya1PgsJHxdRg+nLexo20YsoTwSTZhWdlZVFWVsa2bduIiYlBq9XK2nTDIcNOtPKdwPFCWFjYkCqmAA4cOEBraytJSUledSs9jR3Jg9bgmqDecTQVU8crJpWucaVag1/kPTR3bcBf+A4/dUM/IRWYRVr2MmIT+12xBnO98wbpGGqyF5KivQxD8QoaKj9EtPfdA1AREjkHbe7t8oN/Y5NxSHPZ7XZZzyUsLAyNRkNhYSFhYWFkjb4HteoWSg49SWfzZsS+7K+DkLqMjJwlPgkpd0RERDBlyhRZL9I5ERkVO5Gok9+koWYrZQXPYe7tT6z7BWSQNuomElLmDzqH5NCVkpJCfn4+O3fuRKlUkpmZSVpamvzbpY++hrTsqygrfJO6ijXYbW19x1JJSOQsssbeQXBomsc5nPUhy8rKKCwsxG63ExMT47Hixz8wmrHT/kZPl4NUaW/egCg6jrlCEUJM8iVkjrlhgGNhcHAw48aNo62tjfz8fCorK/H392fs2LHExXnX5YyOn0p0/Js01u6grPB5TN3F8ntq/1TSRt1EYmp/RbVGoyElJYWioiIOHHAYGSUlJTFq1KhB73sKhYL00deSlr0QY/E71Brfw2Zr6TuWCoIippOddxch4emAo9qrrKyMyspKYmNj5ar+oSIgMIax0/5Ob08jpfnP0tbwk0xQCYpAYpIuQptzI03N7ezatRuAcePGYbVaEQTBUXk0BGJB0gWNSZhOTMJ0Gut2OQiqzv7WXZVfEumjbyEp3WEk0FJUNOI4z/EspyRzzFIyRi/GWPIe1WVvg6URhUqFXQSLmIlZeR7xkdNAEYhC4TlJOdh8IyWYhqv7B7+Oiil3SMnf6Oho2tra0Ol0bNy4cVgadccTvxliajiZNIvFQnV1NRUVFfj5+ZGVlTWgNcfb2OHiWGXSBK/ElACCJNrr/Hnwxn77upnbrL71AZzthxUKBadefBKnXDSPT9/4ih0/7GL6+ZOISXEQUikpKfKF7i1r19XRRVtTO0npiQPek+aTxgUE+nPjg0u56rYFvPHIKgCW/OFqIvsEyCUoFAo5EHFHhb6KyJhw/AL85O9X9pWRjh49mvT0dLnqKD4+nvtfvpfK0mpW/vc9Js4bN2xCqjRfT2ZuhnyjkNhsqVXMYDDItsDzL5jLyefPYe3qH9jwxWYuv/kSJs8baNnqDd3d3RzYdQgzvbJIZ0tLC4WFhXR0dJCRkSEHFP4B/txw32IW3n4Zb/3vPVobW7nh/iUyieIL0kJnKCknIzOdiOhw2Uo5MzPTqyuYRFAJouNfXyX0FouF8vJyysvLCQsLIz09nX3bD7DPtE/ORPq6icw9ZxZzz5nF+i82s/a9dVyw5JwBjoVS+2FpaSm9vb1kZWVhsVioqKigra0Ntd2fCdMHVqi5w9/fn8X3Xs2Vty3gvWc/xFhcwQ1/XkSK1mE/bDKZKCsrG9B+6IzWpjbMJsuQjn9iWjwPvvQHB0H1yErikmNZdM9VtLW3snPnTgAXnQSJbHImqIzF5SRlJA4IMD1l3WafOYPZZ85gx4+7+fiVzzn98lMGtK76CgZEUUR3WE/WuMwBY6TrIjIykqlTp9La2kp8Qjy5J42icIuOWl09yx9cSmZuxpDmcpnXrWLKmYIXPZH5omdiykFYiXhzkFQdg1a+kQpi+hobFBREXl4emZmZcutvREQEWq32RMXUCfwq4ct9WVq/DQYD4Di/c3Nzh0UGH02cByN7CDqelU8jHScd84MHD5KcnMzc+Tfg738r1cavaKheS0rmtcTED3QA9jaXzdZLT2cNIeEZA94D1zhPqVSTOeZGNFnXoCt4GaupmYzc2wgKdo0RfZFg3V3VKJRBKBRB8vdLcZ5E4BiNRvbs2UNUVBRZYx9CtDWgP/IcwWGjh01ItbcUExqRLd83o6KimDZtGo2NjZSWlsq6TUlJScQmziY2cTY1FeuoMX5CUvoCElJOHfJcVquFMt0OautFOW6VWgk7OzvRarVywkuhUJKZewPpo69FX/AG3R06MnNvl0kUX+js7HS0oNXpSYiPIyzC0Uq4Z88eMjMzPT5DBQbHM27Gv+jurKYk/2n8AxLIyr0Rldp7C3lFRYVc1T9mzBiqK/Zz8OA+0tIySE9P93k9xyTMICZhBg01W6nQvUN8yjkkac4bsF2SpEZHRwfp6ekIgkBFRQUdHR0kxImkpc8Y9IFdoVCSkbMYzahrMBa/TWvzXrQ5txAe5dBcslgscvthZGSk3H7oDIulC3Nvk1dC0BkBgTGMnfo3ent+R2n+cygUfmTm3UZ7u5k9ew9iNpvJzMyUNV+lOM9ZR6irw0hgUJzH4+++dsXETyMm/k2a6vdhKHqN6IST0GRd4XJcPJncOKOtuZCwyNEun/HkGqhQKMgYfQ2a7IWU6z6gsWYD2pwbiYqbKFcdGo1G/P396e3tHVKSwXm+kRJMx7Py6VgSU84IDw9n8uTJdHR0kJ+fT3d3t+yQ6Msh83jiN0NMDaViSrogtm3bRlBQEDk5OURHRw+JMRxpJs3ZzWS4zKSvjJhC4eelg9vzjVmh8D63zS70PV4N/IzN5nufnUXaoV/sOnVCAjGjTpcJKfcshHubYkdrBysff58Nn23BarIy/cwp3PjQEqLiXKthPAU6YZGh3PWY9z5nTy2RZYVGXn9kFYe3HSEgKIBzFp3OVbcvwN/f32Ux8uS6kpSUxIOv/mFYi+P6Lzbz3lMfUKWvITEjgcW/X8i8c2fJ2+dsC1xSUiK7rsTExHD2Vadz9lW+9XOc0d3dzWuPvMW61esx91jIm5HD7f+8Sa5Wc26Lk/QPpJt9UEgQt/z1hiHN097e7iCkSsvZ8fleCrYXo1KrOOXSeSz+/VU0tzZz+PBhgoODMfvQXlKoFNhs3snRsrIyDAYDISEhTJw4kYqiKv5323OUHiojLDqEmedNYexJOV4F/pwx/4K5zL9g7oDXW1paKC0tpaury8WJRhRF8jcV8fKzK2lpbCMlO5Eb7l/EnDNmDXp8/AP8WfqHfgtui8WCwWCgoqKCqKgoj4FKV0cXK/7zDj9+tBG7zc6MM6cMmSBMTIvngRd+T2NjIwcO7sdsNqPVagfYxkrkjyiKGIrLeflvK8jfUUhwWBDnLjqTq++4TCaopEDf0w16xqlTmXHqVI/bIpFM7tj09Vbe/M871BjqSNImcs1dl3PKRSfJY9znkTLObW1txMXF0djYiIkel+BkyMSUlzJ4ByHq0UnCh1ufgLcplV6C7uOtWSCteYNlgAMCAsjJyUGr1WI0Gtm/fz9KpZKgoCCf963jLYh5AicgxXnO56UoijQ2NmIwGOjt7SU1NZW2tjZSUlKGXaF4tGY1I2m7Pd6C68Mhptra2jAYDLS0tCAIgosDLUBy+vkkp5/vdbx77GW19lBW+BpNNV8g2nsIDp9G5th7CA5JGbCN7uuLSh3M6PH3DHkugK7OSnT5z9DVug3wIzL+XLS5N+PnF+Jyz5D0OVNTU10SkdkT/uGz9dMdDTVbMRS9iKm7BJU6npTM60nOuFC+50qainV1dS6V8gkJCSSmnu5S1TMYrFYrh/e+RGP1ByiFTvwCc8mZ/AeiYhwkh3tbXEZGhnzPVCr9yR57y5DmkaQG6uoMBAo/EWjdTXs1COZTmTr5dhqbeykqKpKlHJx1myQEhSQxYcZ/vM5ht9tlp2OpQkol1KM/8k/MHQcIEEKoLT+JivKZpGnSXWJWT5DIPne0t7dTWloqtx9OmDBBJi38hCPoCx5DX1NL6aFkNKNuJivnvEGPj4OgWgIsAfo1XA0GA2FhYUyePHmAS7bN2ovuyCs0VH8G9l6CI2aQlXfHkAhCB0H1V1paWjh4sJiuri6P7mvOcV5XRxWlh5+iq3VrX5XV+WSNvRm1up+I8BazRcdNIjrueY/b4i2maajdju7wU5h7dKj8EknOXEJa5qUu16inmE2hUJCefSXp2VfKr0kxYFFREVVVVWzcuJHk5GQXwtUXjqZi6nhKLxwvYkpCaKhD4xkc95KtW7cSGxuLVqt1aZeVcKKVbwSQRDE9BdImk0m2BgY8ihcPhpFmp6STZSQn64gqpgRHY8rAtj3f7TrSoXCvtLJbfZdOOgdkknB8b2+v7B7ibZ+l49ne0sFb/3uXTZ9vxdTT/+C47Zud7P5xHydfPIfr7+t3uRtJabi0OEMfIfXvlRzeXoDd5qiT6Ons4eMXv+CHNRtYcPOFXHLDBQMzP32uKxqNRnZdcSd1PGHjl1t458k1VOn7dRZqymr5z21P8t7oD1h2/2ImnzRR3jdnW+AjR44QGBgo2wIPBpPJxKuPvMn37/9Eb6cJpVKFSqWiaE8pd55/H5NPHs+NDy0lKT2RiRMnypVOmzdvlm1qh5JZkIgtQ6mRXV/uJ39rEVaLoyLNZrXx7TvrWP/pZs64Yj5X33k5DU0NtLS0MFBaf3BIhgTjx4+nztjAP5f/j+K9pfLv2d7YwXdvrWfnN/uYcf5kxs7NGSAq7wvSMWhtbUWj0cjth6Io8t0HP/Le0x/QUOVoS/VTq6nR1fG36x4jdXQSNz64lBmnDO4GZ7VaKS8vx2g0EhYWxpQpUwYs/KZeE6ueWM3a9/pbKQG2fLWDHd/tGRJB5UyuDWYTW1dZz8t/X8GeH/fLD0WdrZ2sefZjvl65lnMXncnCOy5HqXRc38O9KUntfxL2bz3IK/94E8OR/va/an0N/73jGd5+YjUL77ycaadN8hpASFkeiQx1Dk6GTky5k6MioPB6RjoaTb04NIoiSi/vqdSeH2SOdyZtOFbA0N8SkpGRwd69e2ltbWXr1q3yg5Onc+DXWAZ+Ar9dOIufSzGH0WjEarWSlpZGUlISSqWS8vLyX0QT9HgTTMeqBbC1tZWysjLa29tJTk5mzJgx7NixY0Skm91ux2rpQl/4Gs21X8nteABdbTs4tOUaQqNPJiuv3+XOl76qNzjHeV0d5eiOPOcgpERbX1DbS0vdx+xr/J74lMvJGHPDAMdpb4lIZ1LHE5wJKQlWSx2GwkeoKltF2qibZdJJEAQSEhKIi4uT9TmlSvnY2NhB11QHIfUKjdVrUAod+KmUKBRqRGsJR3beRFDoJLLG3U1YRDZjx451cQqUtGWGQth2d3f3aSIZCOAnAi27AUeiWhShtWEtezeuJyLuTKZNu5X6+naOHDlCQECAHLMOti92u122t1er1YwZM4YAv3Z0+X+ju21Pv4C62IHC/BX+wiZqjPMpN05Hk57u1d3aHVK1V2NjI6mpqYwdO1Y+BrWVP2IsegmLqRylAEo/P2y2WioKH8JY/DIZObeiHXX2oHPYbDbZtTkwMHAAievYX1tfK+Vq7Lb2/u1r3cqBLTsIiZxJZu7vfBJUErnW1taGRqNh0qRJXq9LU08TJYefpq3xJzn+Ee1d1FeupqH6C2ISzyN73K2o1SEDYrahwL0aqaUpn9JDj9PTcRgp2Wc112AseJRK3QqStYuIT7kQ8ExM+YKfnx+RkZFkZWWh0+lkExetVuuTPP4lNKZ+TZXxvmC1WmWHcalyfufOnbKZgi+3z2OJ3wwxFRoaOkB7wN0aeNKkSezdu5fQ0NBhB9QqleqoS7yHC18BhKDwfJP0tleCwltVANhtoFB5bvcbTGNKwoEDB+TgcDBbWYCOlk4+evYLSnaXYe71XMlgMVlYt3o9W77czllXn8bVd10+ooBFoVBQXlzJ2//+kCM7C2VCyv0UaGtq541/vc3nK77h6rsu54zLThlwnoSEhDBhwgT55rBlyxaZ1HG+OXgipNxRXlTJw0sfIXuClhsfWsqYyaMBxzkjBdkVFRUcOHDAoX+QleWRybZYLLz66Ft89+4P9HT0olSqBtys7TYbu3/cx76NB5lx5hSWP7iU2MQYJk+eLBMa5eXlPkkdSTTZoDey84t95G8uwmL2XAnV29XLFyu+5YcPN3LONacTGxuD4+yUzq/Brr9+Rf7o4Fgeu+0Zjuws9EpKtta3sfaNn9j19X5mXTiFnJnZaLVar+SMRK41NTWRlpbmEqhs+nobK//3nkd3RKn8v7qklocX/Zu0MSkse2AJM+YPrByy2WxyFjAoKMhjoGKz2Xj/+Y/5YsXXXgXTrRarTFDNPGsqN9y/mNjEfoLKOQs4WKDS2tTGa/96i81fbpfJRHd0tnWx5rlP+HrVd5xx1SkkjosZUcCiUCgozdfz4l9ep2BXkdfP1hjqeOLu54hJjmbimXmceuqpXtfnsLAwJk2aREdHh+wwFxgYOCAj6QkDNKYYxIDJy7kmQl/7qWeoVN7bFI53oAPDDwBVKhWhoaGEhIQQEhJCUVERJSUlHqvv4AQ5dQLHD1LF1OOPP85bb73FY489xoQJEwZog/7apBd84dfiyieKokxIdXR0kJKSQl5ennxfHJmbXw89LR+we/3DiHbPSU4RK+1NP7Bv02Yi489Bm3vriOZSKBSYeqs5uP1tutp29BNSbuuT3dZBjfEN6qs+ISljMWlZVw05EZmenu4SWzXUbsdQ+IKLppE7LKZKdIcepKLkDTJy7yA2Yaa8vZI+Z2VlJQUFBTJB5Un+wG63c3jvq9RXvI9S0S4TUu5Hs7tjL4e2LnFoHY29m5AwjRyzulfKeyJ1JO3L6moDgcJGAi3bkQgpd4iiiZa6L9jb8D1R8ecyY8bN1NQ0cejQIYKDg8nMzPSYVJWcjvV6PQqFglGjRhESZKL08KN0te6Qtb0GTtiOwvw5/sJGqg3zKS+f7jOp6skBTyIYG2q3U1bwLOYe3YBxUpxns9VgPHI/ZYUvoh1zOxnZZ3jcl+rqasrKylCpVOTm5g6oGhNFkfLS96kuW+VVMF3ERkfLFg5s2e4gqPLuICRMI7/vbJLjTq65w2LpovTwczTXfo0oevnt7N00VH1AU82XRCWeh9U6atj3cqnKqrPdSPHBx+ls2QFeenls5jrKC/9HRembWHsmIYoDj+VgcymVSllv1tnEJSEhgczMTI/aXf9X3PWOhpgSRfGoq7vcK+f37t1LSEgIGRkZxMQM3rHxc+I3RUxJrXylpaWYzWbq6uqIi4tzsQY+3nbAUjnlzx0kCQrf/e7uz1QKXwLHPr7Hm5OVZK0q6TnExsaSnp4+pItDFEXeeeIDDqzPH1IGrqerl2/f+YGouEiSxsYNu2Kqs62LNU99SmNFi0dCyh2N1U2s+t/7JGoSGDc91+NnpBJdZ1FLrVZLcnIyxQdKeflvb9LW2Db4xokiJft1vPDQa/ztzQeIctLHUqlUcuWLpH8gZQxCQ0PlG+Lqlz7ip/e2YLcO3ktts9rY/u1uBEHgT8/cjUKhkPV83AU6JYKxq6sLvV5PfX09iYmJFK7XcXBDAfYhnNPdHd188ea3hMRKGY1+VR/Xv/H4ugA898ArlBwYGDx4QnNtC5s+3MGosaOoqalxsTiW9kW6uScnJzN37lwXXaXiQ6W89o+3aKr1bZkrBS6VRdU8+YfnuOXRG5g8faLL7yJlAfPy8jyWtwN898GPfPrqly5VUt4gEVS9PWYefuWP9PT0DDlQkfD2k6t9klLO6Gzr4vPXv2HC6WM497xzB/28M+x2O6YeMy//dYVPUsoZ9RUN/LBqEzNnOzSsfCE0NJQJEybQ2dnJ3r17qa6uRhRFr8EJOFr53JzOB4E3Vz6hr5LK8xf4IqZGmtU6mkBnJMSR1WolMDCQtLQ0UlJSqKmpQa/XU1paKq9Jx9up5QT+/0ZnZyfvvvsuNpuNt956izvuuIPTTjvN45p3NInEkRJTx7sl7+dq5XPW5urq6iI1NZVx48YNiCVGQhZVl72J0rYFUTl4nOcgOb6mXB2GQjFz2HGe1dpLd9NK7Mpyj4SUO2zWFqr0b+IfmOhVZNw9EelcXd7TVY7u8CNYzXVD2j5zrx59/uMEBT9JcGh/66JksJKcnEx5eTkHDx4kNDSUrKwsIiIiEEWRuro6jhxcjdi1Bj+1xQMh5QoRO12tOyg59D/Gz/wfSqW/nNRxdgp0Tqr29PRQVlZGTU0N8fHxJEYeoa1hCyKDxwqivZfm2i9QKP0ZPf5O2SlQSqpmZmbK+yIRUqIoyoY/druZg9t/T3fbbo8mTQMnbEVlXUdiWjbNzaFyUjU1NXXAvnhywOvqqESf/z8sJu8Ow+BMUFVTcuhR6hp6ycmdN2BfALKzs2UdT3fUVW2gSr/CpUrK6671EVRFBzqZMPMpLFZkk5ykpCQXcs0bjMWrHNWJ3uQLnGC399BY9Ql203gEYfDKMJdt7TMwKj70pE9SymU+ayN+9u+pNs4kVXvhkOdyr4yXTFwyMzPR6/Vs2bJFdhl21kr6JVr5juc4ST/552ofdK6cLy8vJz8/n9zcXDQajZdv+fnxmyGmJPHzCy+8kG3btvHpp58yY8aMASV+xzuTJokL/9wBi0LppWJKED0WoygUAqKXNUMUvT9g2G2uD8x2u10mpGw2m1wmHBsbO+SLShAEfvfojfw4bz3bP91L6cEyvD3kBQYHcOqCk7jm7isIDg1m9+7dQw6OJJe92IQYFv/1CoyHqtj4wVYaq72TDpFxEVx64wVcdN15Q1rMPIlaarVa3tz6Amue/5jP3/xWdmbzhLTRKSy+9ypmnjHd62ck/YO0tDRZ/yA0NBSTyYRSqeTq265g2T1LeePRt9n4+VYsXvScBIWCcTPHcMMDi13Eo6HftcHZKVAqSe7o6HBxjct9Kpcrb63g1X+8ycGt+V5/D7W/mrnnz+KGPy/iyfue48C+g84z9v0rgt3Znc/9PBR48tNH2PHDbt7677uUF3kPJILDgzl/yVlcdfsCuR3P2754u7mPGpfFm1tf5PO3vubDlz6jpa7V63yxKTFcfdflzDtvFgaDYcDv4iw47g3nXHUG8y+Y63CX/GCDd4JKEMgar2X5g4vR5qVTUFAgu/kNJVCRcPs/b+Symy7mjUdWsnPdXq8ElUKpIG9WDnMunUpMYoyLMPlQyAhRFAkKCeS/H/yTQzvzeeORtynaW+L1834Bfsy9cCYTz8xj9hm+SSlnhISEEBERQWxsLFar1Wtw4tgo7wG24GH98RYgC4Bd9E5MKdWeBSRHGuiMVLzzaATMnQMWKbOflJQka6PodDo0Gg0ajWaAYP4J/Lbxpz/9ia1bt5Kens4bb7zhcm7abDaWL19OSUkJU6ZM4amnnqKsrIzFixejUCgICQnh3Xff9Vj56w3Nzc08++yzPPPMM2i1WgC+//57EhISvI453gnIX2LOo62YkvRADQYDPT09pKamMmHChEHlF4aDjDF30NSRRWDgJno69uNtzRQEf8JjTkebewv+AZEcPHhw2HFecHA4ipBbUCgNYP4au8V7rKBQhhOfejnpo5egVA6+tnpLRE6d/xFV+jWOSpg+ZzZPUPslk5q9jMS0s73eP5VK5YBEZHBwMFarFVEUGZW7gLjY69EXvEJT7ReIds/dDAICASF5ZOTeQVTMQPdmd6dAo9FIcHAwHR0dbmYsY+nuvIaSw0/S2bzVaxWTICgJjZpH1ti7CAp2XJMqlWqAqLzzvkjC71KMrVT6M2nOszQ37Ed/5Bl6u454PZaCIpDoxAtlEXWJWJXMgzzviyuCQ1OYfuoHVBu/oqL0daxm750NSlU0qaOWkJB6ERUVFQP2RSLXfD0vJKTMJzZxFmWFb1Ff+aFPgsovQEvGmNsJj56KTu9w84uLi2PWrFlD1jvLyruZVO3llOY/T2vDOh8ElYDSfywW5TmEhsXJ1/hQ4zy73Y5KpWbynKdoay6iNP9pulr34JWgEvwIiZyPqXP6sEgpaS5Px1hycpQIqq1btxIXF0dmZiahoaG/SCvf8RZNh+FXxoPvGFGlUqHVaklNTR2xK/RI8ZsgpjZt2sRf/vIX7HY7cXFx7Ny5Uw5g3PFLZNKOhUilwksrH4AggnsAIAiedKdc3wdhQBWBJH4uld4ajQ5L3vT0dLl83mAwDDu7pVAoSM5K5PGP/8XOn/aw4pF3qHZqewsMCeC0y07mmruuICgkyGXcYHNJgYq0XzExMcyaNYuEhDLSxiah221kw4fbaG/qvzlExkdw6fKhE1LOcBe1lDQDTl84n0tvvIhVT7zPd+//SG9XfyCRmp3ConuvHOAM5wtSi42/vz9dXV3Y7XYSEhKIiIggMDCQux+7jUX3XMWr/3yTHd/tkUkHQRDIm5HDsgeXkJXn+bpw3pfQ0FDCwsKoqanBZrOhVquJiIhwIT80o1L556qHKD5Uyqv/eIvC3cXy76JSq5h1znSW37+YqHipjPvoKitmnDaVGadNZcu321j1+GoqS6vl9wJDAjlr4WksuudK/AP6H5IFQSAsLIyIiAiqqqrkstWwsDCflUWCIHDR0vO4YPE5fPL6l3zyyhe0OlW/RcZFcPltl3DBorNlXYuoqCiamprk3yU2NpaQkJAh3dwDgwO56eHrWXTPVax64n3WrVlPj9O5kjYqhev+fC0TZo+lrKxMvvEOJ1BxRkJqHPe/8HvqKut5/d+uBJUgCGRPzuTkK2YRmRAuB12Ai4vfYIGL88153PQ8nvzkEfJ3F/DGo29TsLtIXp6UKiVzz5vJTX+5HrPNRHGx95YIX3MFBASQkZFBZmamyzGSghNwaEy5bnG/5pln8z3RazmpV1F0lF7Xj6MJkIZjtOA87ucU05S0UeLj42lsbESv18vimSfw/wcOHDhAVVUVmzZt4l//+hcffvghCxculN//8ssvSUpK4o033mD58uVs27aNnJwcvvjiCyIiInj55Zd59dVX+f3vfz+k+QoLC5k2bRrTpk1jzZo1nHzyyQQEBNDd7Vv78v9SK9/RxIcWi3dTEW8QBIHOzk527949JD1Q5/lGEucJyngmzn6OlsZ96I88g7mnf40XBH8iYs9Am3srfv7hLuOGG+dFREQwa9YsjMYkqqo0BIcWY+/+Grutof97h0lIucNzIvJkpp12OcaiFdRVfoDd1iF/XuWXRGrW9R6d4bxBivMCAwPp7u6W44nIyEj8/IPJmXgvZtMySg4/S2v9dy6kQ0BwLtoxvyMqbtKg8wQHBxMWFkZ7eztdXV0olUo5lpQQFJLEhJn/pbPNQEn+U3S37pR1nwSUhETOImvsXS4VYO77Eh4eTlBQkLwvMTExhIeHe7wXRsVOJOrkN2is20lZwXMuLZKC4E9Uwjlk5t2On1+I0+uOmDUiIoKOjg66urpQKBSEhYX5vG8KgkBy+vkkac6jquwzKvUrXKrfFMpwEjQLSR+1SNYii4yMpLGxUdYzjoqKIjQ0dEj3daXSn6y8G8nIWUJZ4QrqKz8acK5oRt1MTOIpGI1GDhVs9mqSMxT4B0aTN/VhTD23eSSolP6jsKnPw2SPl7sKJAdzycVvOHFeeNRopsx7gfbWEkoOPU1X2y7kaghBSWjUHEZP+AMWayBte/YMe38GI3yCgoIYO3asHANu27aNmJgYLBbLiBOCx7ti6mgIrZFUr9tstkG7LJRK7zHtscIxI6Z8ZdWKi4u54oorKCwspLGxcUQWhaIosnbtWv71r39x8OBBbrrpJn766SceeeQR4uLivI77JQKWYyFS6b1iynOmX6EQsHtr2xa9efI5NKaqqqowGo0IgkB6ejrx8fEDrD6Hu3/OpNv0U6Yw/ZQprPvoJz597SsmnzyBhb+7jMDggY4L3jSmujq6CAgKcAlUpDJchUIht1RpNBpiY2PJmJxKwaYSjmwr4eyFpw2bkOrq6JIF2Z23TRK1rK6upqioCD8/Py69+Xyuun0Bb/7nHYoPlLLwjgXMOXtwVzcJNpsNo95ITX2N3K6UkJAgawFs3bqV5ORkRy9wQjR/fu5eqg01vPLPt+hq72LZA4sZPSF70Hl6e3spKyvDWGYkPiGeWbNmERgYSG1trZyNcrcFHjUui/+u+QeHdxXwxr9XEp0QzfKHlg4U6R5wcjlVSAkCiE4VVD5IrDlnz2LO2bNY//kmPnjhU/Kmj2HpH692IS8BzGYzZWWObFNMTIycOautrSX/kEPLQRJ19va7KxQKFiy/kIuvP4+PXvmMHz/exKmXzuOymy6WA+empiZKS0vp7e2Vs53S3Dt27CAuLo742ATiEmIHPf5BIUHc9PD1XHv3lax8/H0Obc/nilsvYc45MzEajWzevNmr7bB8VEWR7s7uAeemJ8Sn9BNUbzy6impDLSddMZPYtGgXZ0Ln75bsh6Xry2q1YreJBAS6Vs14CiLypo7h8Q//RcHeIt54ZBWBIYHc8rcbSExzZFlra2uPOkMVFBREXl4eWq1WDk5iY2PJzMz0WDEluP07EJ5b+byOEL0HJP9XNAvAkUnz9qAqEfHR0dEj/v4T+L+JrVu3cuaZZwJw9tlns2LFChdiauvWrZx33nny+1u2bGHWrP57nZ+f37Cu8VGjRvHTTz8xdapDw08URYKDgwfoibrjtxLnDTZuOISWVEHc0NCAzWYjMzNTFos/VtvpTDBFxkxiykkrqK/aQHnp64SE56HNvQU/v7AB47zFeRZzJwploM84TxIv1+niqTVlExp4ENG8ndikM4dNSJnNnS4kiDSnlIh0jo2ysi4iLfta9IWv0Na4k6SMhSSnnz/kB0a73U5tjRFjeS0Wi0UmC8xmM3q9nu3bt5OQkNDnRhZO3pQH6e25mZJDT9HbU4U251ai4wc3YzGbzRgMBsrLy4iMjGDGjBmEhIRQX1/vEuc5x0Yh4elMmv0U7S3FlB5+CkHpR1benYSGZ3icw7mKqbu7m4yMDOLjIxFFNUajkZ07d8r3ZU8VTTHx04mJX0lD9RYMxS8TFJJF1tjf4R/gKsZssVhkY5mIiAimTp1KWFgYjY2NlBQfxmg0upAuniAIAinai0nOuIhK/cfUGD8gMu5ktGOuR6l0xDWtra2UlpbS0dEh67DabDYMBgO7du0iKioKTVoCUdGJgx5/B0F1Mxmjl6IvfIOW+o0kai4nUXMRlZWVbN68mdDQUI9ufq6/48Bz0xPcCar21kJEv7PpsaagSXZUPTvf653jPImgArBau/Dzc407PZmNhUVkM2Xec7S36ig9/DR2m4lRE35PWITjGaSlpWXEcd5QKscDAwPJzc2VY8D6+nr0ej0BAQFD0iKVcLRE0UjG/V9w8zseOCbE1GBZtZSUFDZs2MBFF1004jkKCgpYvHgxd911F19++SUhISE8+eSTdHZ2/uqIqWMxp69WPs/3QR+tfAhOj1mi/K/dbsdQVkxAuEMQzVtb0kgzae5jTl9wCqcvOGVY4wr2FrHi0Xco3l9KzpRslj20BG1OuleWV9IMaGtrIzo6mvGn5pKenj7k7d/y7TbefmIN1WW1zDxrKjc+tJToeFehSmd3vcrKSg4fPkxwcDCL/njlsFwO7HY7bz/7Pp+9/jWmLhMnXTSH2/62XCYdpBJWScjb2XUlKT2Rv75235DmMZlMlJWVYSgzsO/7fPZ+fxC1n4qLl53HZTddTFJSEgkJCVRVVXm1BR47bQxPfPLIEGZzbdmTHCVEpPN2aALp8y+cx/wL5w143WKxYDQaKS8vJzIykmnTphEW5gh8qw01vPKPN9m34SAJ2jhmXzKNrPEZPl3HwHEdXnHLpVxxy6Xya54CFWmBDwgIYMyYMfS2WnjmnlcoL6wie5KWW/56A3mTxwx6hIJDg7nlrzdgs9moqKhgy5YthISEDBqobPl2G28+9h6NVU3MPHsaN/x5ETEJA0VU3REUHsjZN5xKS0uLT1FUZ/thu93OR699zkcvfY6518wZV5zCkt8vlAlCTwGLhDGTR/PfD/454PWRuMKAZxLMPTjZvn07IfYOgvzFPiMI933z9M0DKX5pmfDm1if6uKX+X9EsGOrY4a75J/B/Hy0tLXIFZXh4OM3NzQPel9Zb9/dbW1t58cUX+fbbb4c8n0KhkEkpCSEhIXR0dHgZ4cDRxFxSm9twM9BHM6fJ5FnLc7BxQyGmJI0iSX5BqrpOTU0d1nxHE+c5H8+45JOJSz55WHO1t5aiP/IsPe17UQeNIn3074iKHe81zgsMDJQd6UpLY2hunojol4bdDkNZEhtrd1BW+ALm7lKCI6aTPe7eAVVBgiCQmJhIfHy8SyIyK+taRo27c1iEVNHh1VTpVyCIrQRHzGfajPsIDHJUmwcEBJCbmyvLZjgnIgMCYxg3feC91BPMZrMjNjIa8GMnAZYNmBrs1PhdQmbuMuLj44mLi5PJNinOc477wyJHMXneCz7nkcx0Ojs7SU9PJzEhCkPRa+wp+BKFIphk7WJmz75Avi/Hx8d7dVaLTZpDbNKcAa/bbDbKy8sxGAyEhIQwadIkObbu6a6nVv80YvsGFIo4dEVnYDCMHdA+6A5BEEjNXEBq5gL5tY6ODkpLS+XYaMKECXJsJMk1REdYyd/7KPuN+aDKYvT4u0lOmzno76FUBZA99lbs9pupqqpiy5YtBAQEMH78eJ+Oho21O9AXPIult8xRsZbnvWLN5ZiJgdj9L6FbqCclPoWMjAyP1TLOcZ4oipTrPqdK9xo2WxtRcWcyatzv8AuIAHxXMYVFZDJ57jMDXj8azafhjJPi8Pr6egIDA9m1axcRERFkZWUN6Tnsl4jXRiKLcLQJyKGMPd5aoseEmBosqzaS9hN35ObmUlFRIf+QUiZNEkD3ht9KibdCObCaCPo0ppwle5xg9+YyJRWp9J17drtUIi0QHRXG2KkzfJ6YI9EeGIm7nvNc+bsLePPRdyjer0Psk9Uq2FXMHy55iKmnTuKmh68jPsU7QRkeHs6UKVPkihdn8XJPi9/WtTtY9fj7VJRUya9t+WoHO9ft5eSL5nDD/YsJDXfNXiiVSjQaDcnJyRiNRvbt2+ciXu4Ndrud9178gE9e+ZKOpk45+Nr4yVZ2r9vPOYvO4Oo7LpPPfcmloq2tbYBApy8GXqrsMZYZ2fdDPnu+2093u0PjqAdY+dj7fPHmt1x2y0VcuORcUlNTSUpKorKykvz8fIKCgrw6yEiQMmdNTY24VEOJotNjv4OMkk5PZ4JKFO0UFRV5vYlKsFqtcuZM0oOQSJyGmkZe/ceb7Ph+Dzar4xquKqnhg8e+IHV0EnMunYZ2bLpP8lWC5GzjKVCRoC8w8Mrf3yR/RwGiKKJSqijdV8Y9F93PqMlZ3PaP5eSMH+V1DrvdTlVVFXq9Hn9/f8aNG+czUNm35SCv/2slhoJy+bVNn29l+7e7fBJUkh10XV0dycnJLg5MvrDh802s/N9q6iv7WyQ+f+Nrvl/zE6dfPp+lf7h6RMHHsQhYpOBEq9Wyb8O/MVssKBQKlEpl/7oHeFowvbc+O1f4ucP79fZLVEyNJAMHviumnHFC/Py3idraWq666qoBr5955pm0tzta4Nva2gY4bkVERHh832KxcM011/DEE094dOkaDkJCQo5pxRSM7No5FpINg43ztY92u10mpERRRKPRkJiYSHl5+aCtkD/Xdkrrw3Af8qS52ltL0Oc/S0/nXkdbkCBg6SmkZP/tBIdNJmvc771W7YDjXJk4caKcSKqoqCAjI2NANbAERwvZ85i6+w07Olu3sX/zVYRFzyd73F0EBLpWgzsnIisqKuREZHZ2ts9EkiiKFB5aQ3XZGyjEBvyUShRKJdaejezduJPohPPJyrsFldqRiAwKCmLcuHF0dnbKcZ4np0B3SMk6o8GAml34W9aD6JAmsItQX7GKxurPiE+9koycpS5kW3FxsUxQxcbG+lzvJVH19vZ20tLSGDcuh/LiFewt+gy73XG92uw9lBc/QbXhHVK016GZeQYGg4Ft27aRmJhIRkaGSyuhO2w2G1VVVZSVlQ0gcUy9LZQefta1Zc1Wjcr2FthSKC08g7Ky3CFpQjmb5Li7U8qf6aik9PCTdLZsR4ENPz81Npueor23UXwwm9Hj7yUpzXsFmySertPpUCgU5OTkuHQjDDi+Tfno8p+kp/Ow/FpH82b2b97mk6CSOiGqq6s9CsF7Q0PNFgwFz2I2GeXXmmo/Z3v9WiL7CKrjGeeNtIJJkp7Jy8vDYDCwe/duwsPDZcdIb8f7/4rG1NFqiY40RjyWOCZbNFhW7eeCO7soid75gtR+MlwcTSbtaEq1vW2rygcxJXp5pBJlwV7X7Zca+RyVEGJfebQKhULAL1A16P6O1Np3JMFY2REj3616k4rCapmQct48u83Ozu/3sG/DQeZeMIvlDywmLHJgqbgESfBbKmM2Go1yGbMgCB4JKWdYTBbWrVnP5q+2c+ZVp7D43qsHtDVJQpCpqakYDAavZcx2u53VL3/Exy9/QXtjB0qlckDA0d3RzUcvfMZ37/3IJcvPk9vKoJ9sc3fXS0lJcVm4pMyZwWBg/w/57P52P11tngPVlvpWXv3bW3zy6pcsvGMBZ15xmky2VVRUDHCQcRnb0oJOp6Ojo4MA/wAcD/Tezk4JrgSVICjo7u5m8+bNpKamotFoXAIEm81GZWUlZWVlBAUFMWHCBPnBp7mhlTceWcmWr3ZgMXvS4hCpKKri/Uer0YxJYdYlU8nMS/cYhA0lUJEqsvauP+BybgsCqFRKRFFJyV49d553HzlTs7j1b8sZPb6/xXK4gUrxwVJe/vsKiveWesxkW8wWB0G1dhezzpnOsvsWERUfJVfIVVVVER8fP+RAZc/Gfbz+r1WUF3sWle3p7OGLFd+wbs1PZM/IQPv3TBi8YEvGscyk+fv74++nRMAPm80ma7NIx83jIRY9ES+DVAwInh8QpHvH/6WAZbCxJ1z5frtISEhg/fr1A17fv38/TzzxBIsXL2bt2rXMmeNazTB79mzWrVvHSSedxNq1a7nuuusAuPHGG7niiiuYO3fuUW2XIAjHPAEJHBOiyNecPyehJemBGgwGBEFAo9G4tGUdT7F1ac7hElOmHgMN9e9TX1oiE1Kui7RIV/seDm65lpCouYwadw+BwfFev89Z8LukpEROREoVNI11OykrfAFTV6HH8aJopa1xHXvWbyQy/myyxt4+oAVRqVSSnp4ui5fv3bvXYyJSFEWK8z+iQvc6SrEOtVKJQukaS4j2XhqrP6S59ltiUy5FO+YGua1MItsGS0RKyTqDwYDKvht/y08gehZot9vaqTG8Sn3lhySmX0ta1kKZbKuqqqKgoICysjKysrIGPMw7J+tSU1PJyxtDpW4Vezd86KKh5AyruQ5D4aNU6leSlr2c9JknuchSpKenu+hDuTsd5+bmyhX7ZnMnuvznaa79GlH0Unloq0RlWwE2DcUFZ1BWliMTVM77Islj+DKW6e1ppOTQk7Q3bUB0kwfod/HTUbj3ZooOjSZnwr0kpkzp/22dTHmsViuZmZkDtsMZHW1llB5+gq42z6LiomjzSFBZLJa+ls1yYmJi5JbNwdDceBBd/hPerwW7iebaL9hR9x29tjwsiXcBg7cwShhpnHe0FfV+fn6MGjWKjIwMDAYD+/btIzQ0VE6uOx9/qSvgeCYSj/d8Qx07Es7jaHFUxNRIs2rHApIA3rHOpI3k5DkWbi0KlecHSQ9dKjIczp7igBu8xWrFbJYenIS+m1tfq5V9cLvRkQYs7iXeg+HHzzby2gNvY7PaUCpVPt2ALWYLP320Ed0hPf/76J8DNIicIQgC8fHxxMbGUlNTI4uXF2wu5ZOXvkIcwr71dvXy+evfoDts4N/vPOzxHJEWxrS0NFkzQMoSdXR08NSfX2DP2gMeCSl3dLR0sPKx9zEUlfOHJ13Lxr05BcbGxlJRUUF5eTnh4eGsX7WNA5sO+5ilH43VTTz351epNtZy3R+vRaVSuTjI7N27Vy6TFUURnU5Ha2srGo2GCRMm8NM7W2Rr2aHBQVDZ7XYmTZpEW1ubi8VxSkqK3Dvu7+9PXl6eS2the0s7f7zsQWrL64cwlYjxSAXVulpu+Ms1mM0F6PV6mTgsKysb1AGvSl/FH6/4C21Ogvru6CeooGi3jnsvfYDb/7eMk86cS2dn55ADFYD83QX8dekjLiLp3mAxWdj46RYObjnMHU/dSGdvB1FRUUMOVAA2fb2NJ+5+zgvB54ruzh52f3uQB3X/5Lmv/ktI2NDmOPYl3jb5N1AqFZjNFoezDiZEuxdmykPLnmQU4RGC51uqtD7+llr5TuD/P0ycOJH4+HjmzZtHWlqaLGJ+00038fLLL3P++efz6aefMm/ePCZNmsSsWbPYtGkTa9asoaysjBUrVnDJJZdw5513jngbQkNDh0RMjaQ9ThL8PZ5V9T8XoSU9vBuNRpRKJVqtlri4uAFr49G6+Q13DAyv7be+ZhttVf8E0QQqlbc+a8f3YqOjeQMHthUxac7r+Ad6z4Q4Ow/X19fLcV5kiIHWmhcRxcF/A1E001z7OfvbCpg89xVU6oFxuHMisqysTE5EarVaTCYTB3c/jdjzFX5KxQBCyh12eyd15SvpbCtkwqynXH5Lb4nIhIQE+TwIDg4mwv8nutu+H3TfAGzWFipLn6WrQ0/elIdQKpWyOH55eTkHDx4kJCSErKws1Go1Op2OxsbGPkIqD5VKxYFtd9HVtnNI81nN1ejz/06i5nrGjVsux0FbtmwhJSWF9PR0mpqa0Ov1CIIwwOnYaulh/5ZbMPd4d/x13UEjatsKwqNuQq9HrgaLiIjAYDBQVVXl01jG1NPE/i3LsJprfU7TT1CVcGTXrVSU30XehAsxmUyUlpbS09Mjx8++YpeONj2Htt+C3dbm9TMSJILqwJb9RKY8SG2DSFhYGFOnTh2yC2pT3W4K9/3eq+OjM+z2XhTW7egP3UlM7DsEBQ2uo+oYZx+xUPfPUWmlVqvJzs4mPT2d8vJyDhw4IHd/SAlpaZ37v5BIPB6V8ccbR7VFI82qHSscS1FM6QQdyUl3LFr5lCrPRIsgONqfPLamuLj1idhs9r62PTVqtRqLxd4XQDgxx/bBH0SPNmAZbJGS3FfmnjOT+NQYXnj4NcoOlaNUKFEoPS8c0QmRLLj5Ii5YfM6QF0GFwmGLnpCQQGVlJaZpJpYkXsn697dgOFLh3YoLSNDEc/Wdl3HKxScNOp+kGZCWlkZBQQGbN29GoVCw/MElXHR1E2/9913Ki7xbHQNoclJZ8oeFTD91qsf3nQU6q6urKSkpoaCggODgYLkff8rKKaz/bCOrnlhDnQ8CRxAERk3KYtkDixkzebTLe2q1mqysLNLS0iguLmbHjh0AJCUlMXfuXLmqSHaNkI3OBgtUBdkBDhxBmGTXXFDgII78/PzIzs72SOKERYbx8o9Ps/r5j/nizW/oaPH+IKNUKZl22mSWP7iE+JQ4WdRSsqyOjIz0ajssIVmbzOubnuftJ1ez9r0f6Ons8fpZP381cy84iWvuuozK2kq2bNmCQqEgPT2djIyMId0M86aO4fVNz7HiP++w4bMtmHu9E8j+gX5MO3syk88ci8JPYHKub60qT5h37ixGT8zmjUdWsn3tbtnFzxmi6LhW1QFKzrnmNG59eDl+fn5Dth8+HsRUPxzbolarQVBgsZpQWkQ3zRJ3Ep8hnLaeCWXpnvN/gZiShE8HC1hOaEz9/4n//ve/A157+eWXAcdD+Ztvvuny3rx58waNy4aDYxnnHc3YX8KVT4qNJCJCuh/7qrQ9nsSUcyvfYJD2JSJ6CjlT3+DIvscwWw6iVApe1zGFMoKEtCtIH71Edk4byjZJiUhHFY4dIehe1Lavsfbm42uRV6pjSdYuIVW7YND7mZ+fH6NHj5bjvG3btjkq2LSLiAi9CGPRc/R2Ffj8DrV/KmnZy0lMO9PrZ6REZH19PUVFRRQXFxMQEOCUrJtGffVZGAqfx9xb5nubA7PIGHM7sQmuGklKpVImUkpLS9mzZw+iKBIXFzcgWTdpzjNUG7+hvOQVrOYa9ylkCAgEhOSRmXcXEdFjAVcN2IKCAsrLy1GpVGRlZXmU2VCpA5k2fyXlpaupLluFzdrkYz4FQeFTyBp7D6HhGdjtdioqKjhy5Ag2m42wsLBBHfD8A6OZdsoHGArf7HNg9JWIVBIZN5/U7FswlrewdetWh45VaipTpkwZ0r05NFzL9FM/pvTIKzTVfIFo996CKwhqVIGz6LbPp70rkPHjs3zKbHhCdPxUps7/xOHiV/+91wo0m9WK1abCP/RsJs/+E35+Yb+iOG/gOE/HWq1Wk5mZiUajoby8nMOHDxMQEEBmZqasQTXc+OloKq1+rRVTv0Rl/DGhygbLqrW0tHD55Zdz4MABLrjgAv74xz9yzjnnHPW8oaGhQ2rl+y1k0pReWvnAl5W5QzfFbrPKi4hKpXI45SgV4IGDstsHP1ZHG7B4W2zc7YBVKhVjp+Tx4tdPse3HHbzy9zep0dW5PEyOhJByh7s2VFRSOHX6Bn56bwvVetdMSUJaHFfdeRmnXXLykOcTRZHGxkZ0Oh0mkwmNRkNnZydlZWVo0jU88+VjbP5mO2//7/0BFT+p2Sks/v1VzDpz+qDzWK1WKioqZIHI8PBw6urqKCwslLMD8y86iZMvnMc3733P6mc/oqnWqdRbEMgcm851f76WibPGeZ1HynI1NjaSnJwst6TZ7XYyMzMdmSfp2Ah9QvuiNw0ft0VQlqRyCLjqdDpZL6OlpYXi4mLMZrNHzQilUsnVd1zOgpsuZPVzH/HVqu/paut/oFEoFEycN5blD11HamYy4CQQWl5OdHQ0gYGB1NTUkJ+fP2hPekCgP8vuX8w1d17OysffY92a9S4VTUqVkmmnT+amh6/DL0gti6enpqZiMpkwGAyYzWaHqKkPm2MJYZFh3PnoLVz3p2t449G32fj5VheCSuWnYtIp45hxwWQiosPJzs72uf2DIS4phvuevYeGmkZef2QV27/d5SCo+ggpQSUw+4Kp/O4fNxMZHenR3cXXTe5Yaw8ILsRUv76ZWqXCP0BEIVhcHAcd73r6Il8efp4z4DabzYVoHQ6ONzE11OquE618J/BLYKgVU8fbXW+kMhEjnU8URUwmE9u2bZOrsQfTAZLmO57E1GB6ou5xnlKpJC5hFAnnvUGFcTfFB/6L3VyKUqlA0bcmOQipq0gfvWjIhJSn/XHWhjIYolCF1KA0f4XNXOryWaU6luSMRaRmXj6sNU9ypuvs7CQ1NZXe3l7Ky8uxp6QwftbLtDXtpqzgOcy9epdxKr8kUrOWkaQZPI51111KTEyUSSqr1epwik6aS1zSXGrKv6e8+CUsZldpCr+AdDSjbyHehyi9c5tbQkICSqWS6upq2SnamdBJ0pxDYtrZVJZ9SqXuDWyWBpfv8g8ajXbM74iOd02sOsfGZrMZjUZDe3s7paWlmM1m0tLSBnQTCIKAJvsqUjOvwFjyDrWGd7HZ+uNYAYGA0PFk5d1JeFQu4KpJGh4eTmhoKLW1tRw+fHhQPS2lUk1m3nLScxZTVriC+sqPXFoWBRQERUwje+w9oIhGp9PR3NxMSkqKLD1hsVi8Cr67Q6UOJmfC3Vhyb0SX/zJNtV+6EVRKVIGTMXEmgl80uW7O2cOFf0AkeVMexNR72wCCymazYbWCKmg2U2b8mYiIxOMW542EuJG2zdd8KpUKrVaLRqORiUopKTfcY/hLVFodD/Hz441jVsPlK6sWGRnJunXrfvY5j2UmTXqoON6l2t7GSYKInmAXhYHklCgi2h1CiAqFCpVKhSA4Lh6hz5VPEAZmwUVx8IqpkQiZO2sPuGx7nxaLtN+SULGzbSnA7NNmMuvUGXy9Zi2r/rcaq8nKJTeez8JbLx/RouAJLiXZyWXEZcRQkV/N+tVbUKpUXPW7BZy+YP6wCKmmpiZ0Oh09PT2kp6e7ECqtra2UlJRQUVFB+rh0XvrhKb5b8yPvP/MRQSGBXHvvlcw9Z9YgsyC7uRkMBll3KTIyEkEQyMrKorKycoBmwLlXn8nZV53Ox69/wScvf0FkXATX3XcNU06a5HWerq4u9Ho99fX1JCUluWTOtFoter1eFrW0u5/HQt9ZJ/YTBN6Oo6T/Jd3MJV0I5yBGsgX2VBrt7+/P4nuv5srbFvD2k6v57v0fSR+TxvKHlpKVpwUcC7RESIWHh7uUP2dmZsp6WlIZuy9Xj8DgQG56+HquvftK3vrve/z0ySZGT8ripr9cT2R8uEzipaWlMX78eDnQ6uzsRK/Xs2XLFo86C94QFhnGXf+5laV/vIYV/3mbrV/vIGuSljmXTiUyLnLQDPpwEZsYw33P3E11eS3PPfQSBzbnM27OGO741y2kpCfLn3N3dxkscDmWmTQHET9wLZXWPAX0rTNK7Hab4wFTtA1w2Ru0RkjhnZga6bp0NCXsI3V5Ad/E1IlqqRP4pXAsxc/Bcd//JVvyBoPVaqWyspLy8nJsNhu5ubkDNFIG287jLdLuaZwnQsrdZS9VM5WUtPfRFf+IoeBpBFsr0UkLGDflNpTKn+fxRdKGkhKR5eXxBIaUg+lLwERSxrWkaocXVzrra6alpTFx4kT5Pi85vUmyBJNPWklD9Y8Yi18CRFIyryM5/YIhVZ5IhJRarWbMmDEyoZKZmUltbS2lpaVynBcbG0ti2hkkpJ5OVdlnVOreQFD4kzbqJhJTT/c6T29vL3q9npqaGuLj413a3CTXW0+6qYIgkKq9hOT0i6gofZ9qw9soVRFk5Nw2wGlPMsnR6XR0d3cP0EaVnP7Ky8vluNm9olehUJAxehGa7KspK3yTuoo1qAMSyRxzJ1FxjjjWWZM0ODjYRZM0MzNT1tOSpByc5SHcoVT6k5V3Mxmjl6IreI3G6s/wD8ogK+8u/AIz0Ol01NWVkpyczJw5c+R7sXTMtm3bRkJCAhkZGUMiqNTqYHIm3oPFchO6/Jdoqv0apZ8Ws+IcLMpYsoYg6j4cSARVd9fNHNjxH7rbNqPwG8v42X8mNr7fvGe4cd7P6b48GJyfIweDtA6kpqai1+tlB8yhSGu4z/d/pTL+1+q+/OtrLjwKHOtM2vF29PMVsKhU3okp0XmIKGKz27DZ7Iii1PvsW7/I5bvEY6cx5fh+x0k/VELKGYIgcN6VZ3P2ZWfIN5s9e/YMyQ50+7rdrPzfuygEBTc8uJhJc8Z7/axzSbY+QU9KbiJJSUlkZmYOabESRZGvVq/lvSc/QOmnZNHvr+TU8+cPWBAiIiKYOnWqi1Pg+JNyOevK04a08DjfdAt2lLD98z3EJEZz08PXyTdfhUIxQDPAWbz8suUXsWDZhT73yz1zNmvWLNZ/upnHlj9DQlo8yx9ainaMwwUjPT3d4fxW76VVsC8g9XZ9iHaRgoICMjIySE5O7nNTE/n0jS/55NUv0YxOYdmDSwkI83MhqDzZAvsH+HPDnxdz/X2L5P1zJvGCg4OZOHHigHNHoVCw69t9fL7iGxIz45l18RQ0WWmyNoE3BIcGc+vfl3HL326gt7cXnU5H8Y5CkpOTmTt37gDSICQkhPHjx9Pa2sor/17Bti93MWpyFnf882aS05O8ziMhPCqMRX+8kpmXTB5A4vmCyWTi3ac+YN2HG5g8bzzX3XctUXHerx/pmJWVlbHgjgv449N3+TwOQw1cjmUmzWZza60UXf8QFP0i6BJBZbX0YrfbMZstqFT9D0wCgleCSiF4JqZGWqb9S4hwSlVjg/0WJ8ipE/glEBISMqTK+F+iYupYEloWi4XKykoqKioIDg5Gq9Wi0+mIiYkZdKz7do6UYBppRZjzWjEUQsoZgiCQNfo0tNmnUF1dTVlZGbt27SYrK2tQQq6pfg9lBc9js3agGX0LCSmnev2s1Abp0IZKoqoqlbi4OOKSs4Z8XzKUrkN/5DmsVhPxmuuZO/fiARU+oaGhTJo0yTURmT6KqfPX9Ese+ICkJVZWVobNdBiV7QdU9iCU4u8QBIcTtUKhICkpiYSEBI/i5Snai0nOuEg+vp7gbJISGxvLzJkzaW/awqFtf0OpCkWbdxdRMePJycmR47zt27eTkJCAVquVDVUUCgWaUVeTlr3Q41ySY2JHR4cL6SSKIlWGL6kofR21fxzZuXdiQzsgEel+j1MolGTm3oB2zPUusYUknu7n5zdAk1TaTsGyCz/zW1hNMRzcdzqhEVmDVsorVQGMGnc72WNvk52uq6q2ejWWCQoKkmPjAztfZEvRl6gDMxk79Y/ExI72OIcz1Opg4jXX026e55HE8wa73Y6haCV1FR8QFDaW7LF3EhTiPa50docODLmciRPu89ka6C3Ok2KJnyPOG+64kWh7KpVKEhISHB0sGg3FxcWUlpbKBJWvbRgOEeZp7PHUppKOzWCSDb+ZVr5fCsc6k3Y0BJPkAjUc+CJ8lGrvDLtdFFAoBGw2KzabHYVCQK1WYTIJPrpQvAj6HiPxc+lkl7RMhkNIucO99W7fvn0e3VDAQUitevw9jIUV8msPL/oXoydnc+NfljJqXJbXeQIDA8nLy0Oj0chC3L7sekVR5Ns13/H2kx/QWNGEQukQXX7m7ldY995Gbnx4KZm5rlbHgiAQExNDdHS0i0Cns1OgO+x2u0xIFe0qZetnu2msdPTaN1U3c+8lDzJhdh7LH16KJjtVPmbu4uWRkZFkZmYSFubZxdDZdjY+Pp6ZM2ey9dudPH7LC9RXOEq1G6qauOv8+5h40jhufGgpKdpkxo0bR1xcLM7tU4OjnyiYO3euTEh98/73rH72Yxqr+/avtpnfbf4DU06dyLIHlqDwB51Oh8FgQKvVurgROR9j52yjn58fY8eO9ejM8eXb37Lm+U9oqWsFoLWhjeLdOnKmZzPz4sloMh0ElTdxyeE44ImiyKcrvuTDFz+nrbENUYQDGw6z7OTfMXH+OG7/+00kazy7n0hBbldX14BKPG+w2+189MrnfPzKF3S0OB70fvpkE5u/3s7cc2cOIKjcg7vx48cPS8NgMIJqpKKYQwlYbNaBml/SVA53T3HAe4IAapUapVJ6IHOsq4KvubwQU0eTDYNfJgM32G9xopXvBH4JhISE0NTkXUsGflsaUxaLhYqKCioqKggNDWXs2LFERkbS3d09InJ4pJVPI6mMd55vuISUp++RWu8qKys5fPiwXMHsnhiRCKneriPya6UH76eidBTa3DuJjpuCN/j7+5OTkyPHeZJTXEZGhtcKVEPpD+gKnkNhcwjP+wUo6ah7nP1bvyYz726iYgYmPj0lIn0lk+x2OzU1NZSVlWHpyUdtX4fK5ohjTd1Q+P/Ye+/4OKpzffyZ2a7VSqveV6vdlWRVF7libEyHUAKB0GuoqUACN42UmwA3uUkILaGGlkII4UKAhG7cbVmusmRZ0nb1Lu1K22fm98fqjGd7kQx8+fn5fFK8mtkzuztzznue932fZ/935jWb7oE6r4H/zioqKlBaWoq+vj4cOXIESqUybvLW5/PBarWir68P+fn5WL16NVyOA+hsvQU+jxUA4PcCR/fegQzVMugb7kJ27hLU19fzBNWuXbtQWloaIksQvlaQFr3p6WloNBosXbqUj6OH+j4Othx6g58v4BtCR+utUGatwJLGu+H1V4XEedH0p0isIXQ6rq2tjVo9HqmJNQoZjsE3XY9DB85BlrqKJ6iiIRUHPEK49RufA+sfgULGgfEfRvvOayGWL0N9y38hv6Am6rmk2m5qaipYbbdiRVJakP2WN9Fv/BOYwHjwfSa34uD2nVDlngpDw3dCCCoim2E0GkHTdEglXjIIj/OEbvZkLvi0ial0zhOLxdBoNCgvL8fg4CBMJhOMRmPM+w04Xt2errh7uvFauEN4MiBJhs9jZfwXiphSKpUnNJP2abuupKUxxXFgGA50UGcaEonk+EPCUYjejMIJTw97u8QZsnQCHbIJ9fv9kEgkaRFS4YjmhlJUVAS9Xo/DOzsjCCkCjuNwbH8P7r3kfizb0Ig7f34LSrWx7U+FAo2kJFur1UKj0fAP+fuvf4w//+7vGLONgxbRkEiPE1ccx6GztQv3XPRDrNi0FHf87Gso0YRaHcdyCjQYDHymR0gU9Ow3Y9ebbRi1h/byAwDHsji04wi+c/5/oeWMZbjjpzejqDyYWROKlwczkW0RJdlE/6i/vx8FBQVYs2YNDmw5jEe/80MMWSLdSViWxYEth/HNHfdi1ZkrcPtPb4ZUIsFxQioeQRX2t/kAdstb2/GXh/+BYdtIxBkMw2Dvh/txYMthrDmnBV/74fVgqADMZjMsFgtPUJHFcmhoCGazOW6gsvmNrfjL7//BE24h4wUYdO46hu42I+rX1WD1Rct5goqQeqla9X74+if42+//gbGB4xsuigKfOTy4uR23bv0WVmxqxrcfuAPF5cUAgu1/RqMRk5OTES0DscBxHD74x8f42yP/xMTwZMTf/V4/PnljO3b+Zw/WX7gON//XtfBzPhiNRnAcF+GMkypiEVQMwyS89mhIipjyh4qGhk5zLGg6igMfB9C0sMWPBcMEQM/r9EUYnAKg47TynUi9p8Uc8/OqO3ASJwEE199ElfHptuMBn584z+fzwW63Y2BgAFlZWWhubg4hE0jclaqd96fdykdRFLxeLxQKRVqEVDhIIrK0tJRPquXl5UGv18Pn6oW563F457qialh6XT04tu9bUKiWwtD0PWSpq2OOo1Ao0NjYCK1WC6PRiJ07d0Kj0aCyspJfp+zmLTB2Pg6KsUAsEkEUtkH0znXNEzjL58fTR3w3iRKRQnLF7z4GCfshJIwt4no5cHDPdqCj9TYos1bA0PRdqLJ1/HdG2hXtdjsOHjzIuygLYxYiZ5CTk4NVq1bB6zqKrn1fh89tjBgP4OByHkTHnq8FNZUa7kFmtpb/zoTuelVVVfzmWahJWlFRgcbGRv5vY4M7YTn2hwjNrSBYzDn24ciuG6FUr0Zjw12Y8yh4gkpYKc9xHMbGxmA0GsEwDP99ht9zowPbYe3+A0+4hY+HQAdk6IJ3qhEH95+F7JyqEHFsoY5ruARENIwMbIX12B/g99qFNwFEYjFEHAfGdwjtO6+BSL4CTSt/gNz84O/ncrlgMpkwOjqK8vJyNDQ0JEVGDPdvhq37j/B7I82UOC4Ax8QWHNy+A6rcU6Gv/zbcXhmv55VMhVA8xCKoSLyXKtIlptJJoAnlEwghXlpayj+HJpMJOp0uQjpkIZXxn3YrX7K6pydb+RaIrKwsjI+Pxz3m/7VWvljnBR80EXinKWHLHiviN7WhJyE6L3WcA4hAMhpTqQRkwpY9mUwGs9kMg8GA7OzsReuNFrbeHTt6DF8//x6MmMeSqiA5sLUd3zjne7ju3itw+e2XxD2e2PUKM1656lw88t2n0H9sMIKQijbevs0HcWj7Pbjuvitx+W1fjjiGpoNOgSRLePToUcjlcuTk5GBkZAQMw+K137wF29FIwi0cQgLnxu9fjUtvuYj/G/nOKisrYbFYsGfPHhQUFEAsFmNoaAh5eXlYvXo1pBIpfnD1z9F7yJR4vACDPe+3Yd/mg8jXCLNzYQQVxyEWWUUBuPvLP4CxPVqgEoqAP4Cd/27F3g8P4MYfXIOLbzwfg4ODvM5Cfn4+xsfH+UAlWt+4x+3F96/8KUxH4rvXkPHatx3F0T09OP/mMzG5ahK5ubm8YHoyVr3JjEeE/zmOw/6PD+NrW76JL99xPtZdsBpjY2MRGgbx4HF78V9f/QnMndaEx/q8fmz+51Zs/r+tOP3q9bjq65cn1RqYLEjAQFoDR0ZGoNPpUgomkhG3BACGiWZ/PF9azsWoFhW48gVb/GgEl0wK/kAAfj/Db7DIpVJ0dE2wdHWiSFYr3XPTDVg+jxbCJ3ESQLAV6kRXxqdb+bQYlVZer5cnpHJycrBs2bKoawh5tlPdDH1axBSpkJLJZLxjYG5u7qKtH8LWO6PRiB0f3AaF2AiROIFmCji4nIdwZNeNKKi4BjVN34p7fGZmJpYtW8a3nPX396OwsBDD5l+DChwJEm1xSQIOLucBHNl1Awoqro46XrREJIlZxsbGwAQCEPv/Com/PYlvJkjgtO+8fv7zfZP/C3Eiq6iogNVqRVtbG3JzcyGXyzE8PIysrCysWLECWVlZOLz7bszN7E04GgcWc9OtOLzzWhRqrkd145188tbhcPDdBSUlJfD5fLxJjlDOgGVZHN59F+Zm2pIYj8Hs9G4c3rUXRZrrsW7dHRgeHuYTkUVFRZiamoLH44lZ3cKyzPznSzwewACBw5ChA4zrAhw8uBbZ2dnIzMzE8PAwFApFiFZVNLAsg0O7vgOXY3/sYUIIqgM4uP1KyLIvhLrwMoyMjKC4uDhuxX3EeDu/DZfzQMJjOS6AmfFPsHfzZvjoM1DbdGdSFffJQmiAMDg4iIGBAZSWlqZcXZRODLUQfc7IFtFge2xJSUkIQVVVVcV/X/8vJSA/z5Xxi7NCfE6QjPj5Z5FJO1El3hyCm1UmEIDP7wfHBRcekViKaButIPEZhZnihMeGl0wlR0wl+nyklDsQCPCTxcqVK5GVlYUDBw6gs7MTLldsK9R0oFAosLxlOX7+7A+wZE01Akwg4e+XX5KLW396Ay6LQhLFQl5eHmpqaiCVSjE8OoyLvn4uVpzRnFRGI684B7f85HpcduvFcY8jrL1er4fL5YLNFiwZX7ZsKX7+3A+x7vzVCQMyAMgtysHX7r8el3ztwqh/l8vlMBgMKC0txejoKAYGBpCfn4+6ujqoVCrI5DL86I/fwylfSm68nEI1vvbj61BZo4nyV1LJF/bvMPz4qXux/oI1EEsSb5ZzCtW4+UfX4ss3fYkn9ZYsWcKLmwcCAdTU1MQUM5QrZPjJM/+FUy9cl9R46vxs3PzDa3HrfTehqqoKk5OTfMtFbW1tXFIqZLyLEo9HURRyi3Jw/tfOQlWLhhed1+v1SYtcyxUy/PS572PDxafEHY9ktiQKMS698wLc/d/fiiosvxCQTPDu3bvR39+Puro6lJWV8XMEIbHjIdlS7QiNKWGVaJypK/IeCVYnyGUyfj3w+328hh8tWlyNKXLep10afrJi6iQ+r0hFsiGdbG+67noLifM4joPL5UJPTw92794Nt9uNFStWYOnSpTHXkFgGMomwkMquZMZiGAY+n4/PyDc3NyM/Px/t7e04fPhwwmq3VCGTydDQ0IC1ZzwMSNfA62USfj6RKAelujtgaPh60uOo1WrU1NQgIyMDAwMDYOWXQ551OsTixAYltEiNUt3tCccjm9/q6mq+gonjONQ3NGDlht8gp/BLoKjEVcW0SI2SqttgaLgz6t+lUin0ej00Gg0mJyfR39+PrKws1NfXQ61Wg6ZpNKz85fx4ieNYWpSNkqrboK+/LeT1rKwsLFmyBDk5Oejv78fY2BjKy8thMBhCYpbgeA8gp+jCJMfLQnHlLdDV3QaKolBSUoK6ujrQNA2bzQa3243q6uqYMQtNi+bHuwgUlTh2okVZKNF+DS2n3AeDwYCZmRnY7XbIZDLU1tbGJaXIeI2rHkJucRLjURTEUjXk2V+GK7CGF503GAxJkVL8eKv/B7nFF8cfbz7O8/rEyMj5Cjad83NotdpFXf9J9VpraytfiFBVVRXS3pvMPJ1uxdRC4q5oIPfb+vXrUVdXh4GBAWzduhUWiwU+n+8zkWxIJ5H4ea6M/0KlRT8N8fNPM5MWLxBwuVzwehnQlB8img5t2eMR3p5CRS1vpqh4k8LCWvmiiZoHHQEpvpWK9PLv3r0bZWVl0Ol0afXMxoK2Wovfv/YrtLcdwR9+8hysHfaIUvK84lxcdufFuOiGxPa8QkxPT8NsNvN98itWrMD4+DhyC9VYe3ELtv+jFd0HTODCvp+cIjUuu+PLuPjG85MqpSQZIY7jUFtbi7y8PNjtduzfvx/5+fm463/vxPToDJ75xQs4tL0j4vdQ52fjK3dchEu+dmHM8YQWuiqVCitXroRYLA7R06qsrERBST5+9Id7MWAewDMPvoyDWw5HjJeVl4VLb70Ql91+MWiaRvvejmifDMC8mE9Im2no919Qko8fPvE9DNlH8OwDL2L/5kMRz5MqR4VLbr0Al9/x5QgnF6K7VFpaiqGhIXR1dcFms8UUtcwvzsMPHr8Hw32jeO7Bl9D28QEwgdDxMtVKXHzzl3DFNy7F6Ogodu3aBbFYjKamJqhUKlitVrS2tqKwsBA6nY5vi4yG/OI8/OCxezA6OI4/PfQSWj/Yj4A/9LnLyMrAKRetQsNpQUtwg8GAQCDA/zYVFRUhLQbxkF+ch+8/ejfGfjCOP/3Pn7HnvTZ+PI6bX+hkIpx91SZ8/ae3JuUYkyomJyfR29sLr9cbUTKeiv1wsmKT4a18wPEKUZbjIIpWLYroLTJEf0okoiES0WAYEmAF4Jv1RSV2PguS6NNo5TupMXUSnzaSjfPIPJLqPboQcfB04jyfL6jjuXfvXuTl5aGlpSVCGzPWeEB6xNSJaAEM15ASi8X8/E3kAsxmM1pbW1FcXAy9Xp+U62yyUKtLcNp5T2B0uBud+38FxncEYhEFWjCX0SI1iiuvgrbmetB08nOj0+mE2WzG+Pg4ysvLeZMSkykXDH0apNwHCLgPgu9g4MfLRlHFFahaclPC8YQuwz6fDzqdDkVFRejv78eRI0eQnZ0NffVd0NXdgd6O38M5uR0cFz5eForKL4d2yc0xTY6ISY7VaoVcLseyZcsgl8thsVh4bSidTgeZLBsNK38Kt+tOGI88Csfk1ghpD5rORGHF5ahacjNEolACRKivWVhYiFNOOQVer5eXvwgX7ZbKstHQcj887jth7HgUM+NbIjo2aFqJ/LKvQF9/Kz+eUKuqsrISFRUVfFskifOiaSQFx/sxvO470dv5OGbGNkeYPVF0BgpKL4Gu7jZMTDqwd28bWJZFXV0dcnNzYbPZsG/fPr6VNN5zK5Vlo37Fj+H1fAPGzicwPfph5HiUHKKM0+Dyr0N2dgEaDUHhfRLnlZeXQ6vVJpWIDI73I/i830RvxxOYHv0AHOfl/84EAggwYshUZ2PVuu9DqVQnfM9UMTMzg97eXszOzka0vpH5WThPx6ugSpeYSrdiKtF5FEWhuLgYRUVFfNuoy+UCMYlIhSz6LETTP8+V8Z/Pq0oTqWbSUg1YToRWVDyQAEl4rXNzc7BarRgbG4MK4qiE1LxsdMT7UUCkiFTkEaFIs2IqESElhFwu50XFhTa6lZWVi/rgNK9qwlPvPoIdH+7Gcw+8hGHzKHKLc3HVt76Ci2/8Ukr3w8zMDEwmE6anpyP65MvKylBcXIz+/n5kF2RhXf9KbHl1JyydfVDnZeHS2y/CpbfEJogIOI7D6OgoTCYTGIaBLswOtrq6OiTYKyoqwg+f/B76jAN49pcv4di+HqhyMvHlW0IJm3CEO9OFlyUTPS2iGUAIqjJdGf77Tz+EucuKZ3/5Ijr2dEGZnYELbzwPV37zKyEkSeh3SwhT0v/EHyX4O0KPAVCiKcJPn/k+bL19eO6BF3F4RyfkSjm+dMM5uPrbl/GLdXigsnz5cv4+IiL5fX19aG9v58VTowmBFlcU4v6n7sOAeQDPPvgyDmxth0wuwbnXnIXr7rkCM44Z7N27FyzLwmAwhIjT19XVQavV8m2RydgCF5YGCTghISaWiLDqvBVoObcJOXk5EUKvLS0tmJqagtls5slDjUaTFEFVUJLPE2LP/PIF7H5/LzhwWHfhSnz7l3ciNz++s2U6IL/NzMxMhC4bQSr2w8lXTHlD/i2cBlkWEMU4naaSsRkOElQsy2LS6cG2bdtCyruD4382xFQ682cy55105DuJzwqklS9eDCd87lIN9j8tyQZS+Tw8HNRpbG5uTlh5IQSZD1O9VuHGcDGIqXiElBBSqRRLliyBRqPhY4mKigpUVVWlpS0YC4XFtSi84AXYrW3oaf8NRD4TRBI1SquuhW7JjSkRUkI9pPD2s+LiYhQWFs7rfKpBKc+AhPkPAp5O0CJVQoKIgOM4TExMwGQywePxhDgQA4BOp+Nb7/bt24f8/HzoG+4H2An0djwM13QbKDoD+WWXhhA24Qg3fKmvrw9xphNqQ5Fkl1arhSKjEE1rHsScsx/Gjt9jdmoPQMuQX3ox9HV3QCwJreKJJp5OCBulUolVq1bxBFw08XK5Ih+Nq34J1+wgejsexezUDoCSIK/4Ihga7oRYooz4bcJjcCKSTxwJSaVONBdHmSIPjSt/DrfrGzB2PAbHxBYAIuQWnw99/TfhnPVh3/7DPFkolDOoqalBZWUlrFYr9u7dG/xt9Pq4eqIyeQ4aWn4Cr/sb6O18DDNjnwDgIFacAhd7GjLkeVjaaAgxllm2bBkcDgcf55HfJpkEPk/Aeb6BniOPYWL4fbCMHyL5WrSs+RHUOYkdn1PF3NwcjEYjJiYmIoTtCRKJpIcbEXEcl3IslG4rXyqEFkVRKCwsREFBAXp6emC327F161Z+D5vM3JZsW128c1PFyYqpTwmfRibt07YRBoIPidvthtVqxfj4OIqLi7FmzRqYDmaCQhTtFNKaF1YwxcVolRJWTEXuNxJftzBgSYWQCgfp5Z+amkJvby/6+/vjOiCkA4qisOGcU3Dq2euwa/MeBMQ+SKVSjI+PR9jHRsPuzXvxl9//HdUrq3DBNeeFLIZChDsF5pRmY27SjQ1nrY9wkAkHKX01mUywHLVh/3vt2HTRBpSeWhq5qMpkqKurQ2VlJe+GUlZWhgf+fD/6jYPQ1JTHnBgZhuEDFblcjsbGRsyMOvHI955C87p6fOXWi/nvPTs7GytWrOCrkIIWx0H3N12dFv/zt5/D3GVFWVUJZPLQwMjn82FmZgZRK6IE+mZcREsfB45jMTIyEiJQXlldgV++9BPYevpQWJYPhTIYGMULVAhG+kfx7IMvoUxXiq9+/csYGRnBoUOHkJWVxWudhaNMV4af/+mH6DcPQJ2fDa/fi0OHD8Hr9ca9PxUKBYrzivHGE/8GJ2Kx4twmaHVaVFVVxS3JLq4oxI/++D0c3HsYYxOjUOdlx7XGzsnJQUtLCyYnJ3HkcAf+8ONnkZufi2/99+1Q56ljjgMEBU8drmmsu3wFNly2GnqDAeXasrjnpAOheGdFRQWampoSLtjJEFREjyohMcVGuvLNjxL3PDpcD50j1xZJzNA0jUptNVT59TCZTDCbzTxBtZhaByf63JOtfCfxeUYycR551tIxVKBpOi0X5WQrrebm5mCz2TA6OorCwkKsXr0ae/fuTbpNJ/xa06mYAlKvJkgU5yVrXpORkYGmpiY+SRHNPGYxoNGuQkXlq7CadmNgyI/hSREyR8eSMu4Y6t+PY+2PwxuoRGX1VVi/fn3U6i4isVBSUjKf3MuFNGsatXXrkJdXFOWdj4PjOExOTsJkMsE5Y4ac+gTlZetQXr4h4juUSCQRicji4mIsWf4r+L2DyFCWRhBEBMTNz2w2QyQSoba2FkqFD6ajv8HMqGG+2in4jAi1ocKTxEpVOZau+x1mZ6yQKvIhlYaSL36/n6+4J46DJJ5yz43A2PEoZIpi6OtvR0FBAfLz8/nEKyGohInXjMxSLF37a8w5+yGRqiCVzb+X2w2TyYSRkRGUlpZG/W287gn0djwGsUSFNWtux/DwJDo6OpCRkQGDwRCVAFZkFKJp9QNwzQ5CJJLB7RWh/Ug3Zmdn4zody2QyVFWVwDvzdzjGnNg9ehqKiipDDISiQabIQ0PLz2G3XQ6rxQpKmod6vT6qGQ8QbItctmxZ0HSptxOfvPsYMpViNK/6PlTZsc2agOA8ODg0jfHZjcgs3IjKylIUFtfGPScdeDwemM1mDA0N8b9NouquZAiqhbjrLXYrXyxQFAWlUhmsbNTreSMD8vzEIxE/73Hep10Z/4Ujpj6vmbR0S8MBoKOjA1NTUygtLcXatWuPT8KUOLqYOWLcSMGSqRijCWkrAaOVgiufMHOWCiEVDuIIQsojbTYbDAbDgpzAwkFRFNafuQ4sy6Kvrw+dnZ1QKpWorq6OShy1ftKGZx94CX3dA8E+9o5+HNtuws0/vA5rzlwZc5xwp8D9+/ejsLAQer0+onpGWMptPWbHrjfaYDliB8dx6N5nxJt/+jeu/96V2HTxhohxMjIyIhxkKioqol6TMHMmkUhQV1cHj8OHx+59im8DPLDlEN5+4T1cdddlOO/Ks/jvPScnJ8LimGT4dHXakHGELi9BzY4wYXNqPhNCtIQoKqjPH0JQUeju7obFYoFerw8hDytrgp/P5XLBbDbHDVQmx6bx3EMvYde/W/m2tQ9e+RgX3nQ+Lrv9IvT19WH//v3IyckJcdcTIjNXiWM9xxIGKgAw55zDnx76M7a8sR0+b3CTc2hLJ1rOasbycxpRqa0MsVImIFa9JlNQXH5Zy9Kk7nuP24vXnngTH7z6CTxzHgSYHux+tw3rL1yDb/78NmTnhBJuwiq5zMzMhCLt6cLn88FsNmNgYADFxcUxA/x4iEdQJTuPM4FwAj84xwXfN9Z3y4EKZ6b4etTo86hInIGioiIUFhby5LLZbIZKpUqrbSXdoGMhLi/JlqF/FqKYJ3ESyVTGE/e3TzuRGK8af3Z2FjabDWNjQXJk9erVfAxwonWfhBCKpqczVnicl66bMhHanpiYQG9vL/r6+iIqUhYKiqJQZTgFlbogOdPT0wOr1Yrq6uqobfwjg4fQdfC3YP1dEIloZIqPYWagHZPKO1GqOTfmOELXO5vNhsOHO5GbOwSDwRC1eoYQUjNTZsjxEWSBTnBgMWQ5jNH+11GuuxnlukuTTkRWVdERmzmhmx9FUcHEmwowdh5vA3RObsNo//+hVHsdNNXX8N87+W2iJSIzs7Uh4zAMA7vdDqvVCpVKheXLl/MV6F73xHxV0Ga+LW986G0UlX8V2iU382sluU7iSCiMeZSqcgBB0sNisWBwcBBFRUVYt25dRAzt883C1PE4Jkfe49vWJobfRUHpl7Fu3dcwODiGw4cPQ6VShbjrhXweToXuY0ZMTU2hsrIyarUPf2zAA2PnUxgf+he4+eSXAm1wjK7BrpGNKCnRQqfTxYz1jUYjAoEADDUrknLAYxg/xvpfhXf8H8gQO+F3Mdi7eRfkqlPRvOq/oMouDjmexPpmsxlyuTyhSHu6ILG+zWZDQUEB1q5dG5eUi4Z4BFW6rW4nspUv1nkikQh5eXnIy8vjn3Or1QqNRhPiTrkY4wnHTOe8z2tl/BeOmEo2kxYIBFLOpIlEIni93sQHRhkz1aDD4XDAYgk6dUmlUqxbty4K8xzj+ucn9EiFqei2fAvRmCLBjd/v50sDxWLxgjNfpDwyPz8/IqAQlrguFDRNh1Q2HThwALm5uXxAsW/7ATz9ixdg7+oHPa/lRdBvGsQvb/sNDM063PHTm1C3InYGQugUaDabsXv3br6XXyqV8hOY5ZgNu9/cD/Nha0TgOGIfxW/vehz/+MMbuOXH16Nl4/KIcUjV2czMTEQ2kqKoiMwZ4+Hw1P0vRNVtmhiexB9++Cxef+otXP+9q3DaResBRFocm0wm2Gw2PuNFAhWbzcYHOK0Fx91BeEIq/Lbj5hXQBAQVRVFYv349+vv70dnZiYyMDF4bimgYkEAlmmPJnHMOz//Pn/HJGzvg84T28zunZvHK71/Df15+H5fediEuvPE82Gw2tLW1hZRkO51OGI3BQCVWWTKB1+PFnx9+Fe//7SO450LJEM+sBzvf3IuDHx9By7lLsfSMemirtPxiRci+aCXjscAwDF79w//hX8//B3Mzc/zvIxGLwTIctr6+C7veacWpF6/FN352GzKzMjE0NASTyQSpVIrGxsaYlVgLARGbt9lsyM3NxZo1a+KWtyeDaASV1+sFTdMJK2BZJnLenvfbi9vdTEcQUyEnR0AkkvPXSsq7JyYmcOTIEUxPTyMjIyPp8m4g/aDjs3B5OYmT+DRAEpCJstqfhYsyEJltdzqdsFqtmJiY4Kvdw9epE2WQEw1knkzlPHJsIBCA3+/nY7x0CKlw5OXlITc3FyMjI3yyy2AwRNUFShfECKW4uJhv41epVKiurkZ2djZGhtrRdfA3YH1HIaIpSCViPo4O+IZg7vgZ+o0voqr+LhQUr405jtAp0GKx8BILer0eCoViXpfKhKlJMxT4GPLAEYR3JTD+Mdi6/xeDlr9CU/t1lFScFTFOtEQkkVgQi8UREhC5ailMRx+DOYpuE8tMo9/0BIbsr6JCfwvKqr4cMxFJ4ryysjJwHBeiVUVaUSmKgs/ngLHjCUyNvB+iaxQcz4kh2/MYERBiJSUlKCoqwuDgIHp6evhEZEFBAfx+f0hrYLRYggl4YDr6DMYG3wTHhupJcuwcRvv/hvGht1FYfhnWrbsBAwNDOHjwINRqNfR6PbKzs0OqusvLy9HQ0BCzyoVlGViOvYCRvlfBMs6wv3oB3zYosBdTw+uwc2gDSksrodPpoFAoQrRPw3W2YoHjONiNf8eg5WUwgSkAx9tmRSIOftc27N28E4qsDVi65gfIUOaFJDiXLFkSsxJrISB6ZRaLZdESnNEIKo/Hw/8t1etLt5VvMSqtcnNzkZubi6mpKZhMJmzdupVvXxbu5xei95SqnpVwzM9rnEdxXyCxiI6ODqxZE3QxiHcDb926FS0tLSlvlGw2G5xOJxobG1M6z+12Y8+ePdi0aVPCB2tmZgYWiwUzMzMoKytDf38/Vq1aFZV97thzI2jWHDmeRwqpxAuaDn2QZ51zUCg4iMRhJbgBERQKEQJ+L3w+P6RSCY5bqcvQuP6jiDGEpdwejwcdHR0QiUSorq5OqiUuVZAKD4vFgqysLFRXV0etalkoSIVH2479+OSVnRjoHuKzgvFA0TSa1tbhWw/ejlJt/LJa4Hjb2djYGKRSKcYGJ7Dz9b0wHrAkFzBSFKqX6vD1X9yCmiZDzMNINpKI8pEKLplIjqd/8XxUoe1Y0NSU49b7b8SKDUtDXuc4jrc4JvcE0W4i2Zlf3fU7/P2F16Iy8DRFg41mjUZRkIolaJvcDiA4AZN7QCwWw+/3x+zpZxgGL/z6r1EJoljIKVLjqm9dhjMvPw1WqxX9/f2QyWTw+XwoLy+Pme0g38E/nnwDbzz7Nman42fzCZTZGVh13nIsPbMeMpkMDMNEaBPFw7uvfIi/PfIapkan4x7HchyYAAOJXIylpzfg7Gs2YUld7aJWIPJjCTJ0CoUC1dXVUbOSCwUJVu12O+/IE08809L9IhzDT/L/ZhgGHMtBKpPD5aEgl0a27vg8U5DKQ689SL5LEGBoSMSRm9c8zY9RXhXpsNnR0cETaU6nM6nybgCw2+0YGxtDS0tL3OPC4fV68cknn+Dss89OOfjo7OyERCJBTU1NzGNIJjJZN8iTOInFwsTEBPLz89HX1xd3E7R79+6kHLPCMTQ0hKGhIaxYsSKl8xiGwdatW7FhwwZIJBI4HA5YrVZMTk6itLQUGo0mZtXkrl27UFdXl/JcuWfPnrSSdVu2bAmp2IoFYZzn9/tx5MgRcBwHvV4foqm4WPi01w+LqQ3wvA0xeiCig1V2SPCZFMoGVDd/H1k5sedHAtJ2Njw8DJlMBo9nHAp8BPgPIRmZDACQKvTQ19+DvKLYlflEZHpmZobvVKiqqkJhoRrGjkfnha99Mc8XQiwtg3bJN1FcfkbI60TzlCTPgOMuziTmZ1kmqGM09BZfQZQIIkkBKvS3oFx3CYDjEhNms5lvq83JCeprhsf8HMfB3PU8Rvr+HoUgig5alI1izVUo013DJ1BlMhm8Xi+fLI5X3Ww3/RMDpufBBCaTGg+UApxkPTzcBshkCgQCgZQ0dIf6PoKt+w8I+IbiHkeeU4YRgaFbIFFdguqa+kWtQBSORRKcYrGYn4NOxL6PVOPl5OSgubk5RM4hEfr6+jAyMoKVK2M/O9HQ09MDn8+X8l7faDTC7Xajqakp6t9JwcDExARPUMnlct7c6pRTTklpPI7j8P777+O0005LuRWcmA/F+4xEKmMxTSqSwReqYiozMxMulysh+/hZZNIS6VpNTU3BarXC4XCgvLwc9fX1kEqlGBoaiklUxLJVJVUnAItQPR/yWvj7cKGFVIJSKyps8YymLZCVlYX169fzLXGZmZl8JmqxICyVtlqtaGtri9kStxD4fD74fD6o87ORW6zGkHEkdvejAAqlHPqmKuQVJxcE+/1++P1+foLNzM5AUUUBbJ398LoTV+VJZRJULalESUVsHQNSVUI2kaRXm+M4ZOWqUFmjweGdHZidTkxMicQiVFSXocIQqT9E7gdyf5PSW2EpbnWTAQqlAh6XJ+lMrUQiRm7B8e+TZE+AUA2RaO8nEolQ06xH60f74LYMJx6MopBfkgddvRZAqKg2+R7jPfsURaFmqQGFZQVJE1NZeVko1RXzCy25J5LNZOgbq1BaVYLpsZm4JbdkBpBlSFFcWQBQHLxeb9pZoWggLYhGoxE0TaOurm5RM94EpPVWmKHLyspKKJ4ZXjHF8XMcFfP5ZqN9p7zGVPR7WCyKrfNBqhmF5d2VlZVxRUwXUqYNpOfyEggEkgpyTrbxncRnASKkPDs7GzfG+Kw0QaenpzE4OIipqSmUlZXFqHaPHDNduYcTcV60OC8jIwNr1qzByMgIent7Ybfb+Za4xQJN06ioqEBJSQnsdjsOHjyInJwcVFdXL7jiVohAIACfzweKzgYlLgTnNwNgEpJSFC1HRlYN5MriuMcRkDWdxEUUlQGJtAwB5hg4NnGcQFESKJQ6KLO0MY/hOI6PG8I1ecTiDGRm6eGYyEyKSKFAQ56hQWaWPurfSZxH4iKWZUPuI5oWIUu9BNNj2xHwJSamKFCQyoqRmV0d8jp5T2E8Ge2ZpCgKWbkNmBgpgs+dHDElluRBlVPHV+UI5UZI50c8ZKnrMKYoh8c5FdXlPBy0KAu0TAOfL1hl6PP5+HGSIaZUWQbIM6ow5xsFlwSZyUEGkbQMLBccK912tqjvHd6CGGb6s1jgOA6Dg4MwmUyQyWRYunQpcnJyIvYaiQiqhbTynYhq8+zsbLS0tMDhcMBkMmHbtm0oKytDRkbGycp4Ab5QxBRh02dnZ+MKTH9WAUt4WSHHcTwhNTs7i/LycjQ2Noa0ecRrA4xFTMWUOY/zAMeaYMkGLJaoufDGrqysRGlpKW+hSmztF5M4IiKQFRUVMJlM2L17d1DfaL4lLl3Mzc3BbDZjdHQUpaWlOPu8s3DRJRfC1G3B4z96Esf2GnndCiEUmQqcfeXpuP6eK3kR7nggpdwOh4NvCxOLxZicnER2TjaWnlmPvW8fwsFPjsDvi6zikMgkOPXCdbjlh9dDnRc9KA+3HSYaUBRFhfTyn3nlRnzltovwl9//I2ZlES0SoWXTUtx2/40RlWDhopqkXJiQBx0dHVAqlTAYDABFQS6XQSaXweP2wuP2gIsRGIslEmQoFRCLRZBIxBGugStWrIBarebdX8Jb7wg2XrgeGy44BR+9vgV/e/Q1jPWPRx1PU1uOW350PZrWNsBqtWLnzp0oKCjAunXroFQqeQ2rXbt2oaSkJGZGbfn6Zix/53+xd/M+vPS/r8DW3Rd1vLySXGy6cj00jaXz+hDBsl7ifEjc9RK1fNU0GfDrv/83ug524/n/+QuO7esJIajI8ypTynDxjefha/feALFYHOKIE+4AlA5IVZ7P54Ner09KKyFVCPUyRCIRGhoaQiozE4tnhpO981pRVPTZkuMQVXuKm/9vOkYvHy2OTUyR7zjZ8m5g4QHSp+nychIn8WlALBZDLpcn7cCcKtIliYIGH8GKw/LyctTV1SUdkyzUuTlVxBovGfMa0hJnt9tx+PBhZGdno7q6micMFwNisZi3lyctccXFxXw7VLpwu92wWCwYGhoKtv+v3wSl8gJMTvShve1X8Ln3QiSO3OhRlAw5RefC0PBNXoQ7HpxOJ0wmE18ZQdrCpqenYTTmYc7fggzxDjCu7eC4yLiLokRQ5W6AofFuZMQhwUiSY25ujteAomma12cNajadhtVnfhXW7hdjtJ4BAI2MrOUwNN6NLHUoSUSSTmazGSzLQqfTobg4eE0DAwO8BigxaCmtPB8lmvPQb34D/eYXwPjHol67LKMWurpv85Vgwmo5mUzGywwEAgGepBS23hEUFK9FQfFaDPdvgb37Sfi8tqjjSaRl0NTeiYKS02Gz2XDk6A5ezzYrK4vXsGptbUVhYSF0Ol3UThV1XgNaNjyDybFDMB99DJ65o1HHo0Q5EGecB6e3ASW5JVg6f++SbomdO3eivLwcWq02LnGdma3FslMehnPGDGPHI3DN7AMnLDDgOAQYBgFGiszci7FszT2QyzP4e8Nms6GyshIajWZBLufT09Po7e3F3Nwc/2yeiDhvfHwcvb29YFkWNTU1IZX9ybr4ESyklS/d9rhkxsvKysLy5cv5eaKnpwdSqRQulyul/TKZp9PVEk1mffosEpBfqFY+n88HmUyGrq4ulJXFdpbau3cvqqqqUFBQkNL7j46Owm63p1wWyHEcPvnkE96hgLhxWK1WzM3NoaKiAuXl0d3T4pVqd+27B5xvX8TrLo8EclkA4EIfkjmXG3KJHyJJaDksy1KQSMVgAn74fD5IJBLBzcjBsPJjkLqLaIRUNAjdGRaDOIqF2dlZGI1GTE5OplQeSzA3NweLxYKRkRGUlJTEdEw71NqOP/7kWdiO9kMkEiEjMwNnXXEabvje1cjITDyRENJheno6JukgLJWeHp/Bztfb0LnrWLACUCLGuvNX47Yf3YDcougZSnJfGY1GeDweaLXaqP3r4YKIBoMBMokML/zqL7wWE03TaD6lAbf95CZeZFw4Dik9jVfWL9QZat96FG+89DZogf6Zx+WBx+0FBYDlWIjEYmQoFZBIxPwxMrkMP3rqu/x1RhMsJVpTAwMDMQMKjuPwzl/ew2t/eBOTI8Ee/eLKQlz/vaux/vw1/HWq1eqoJeNA8F4h7ZdCQikWdr3fipd/+wr6jYMAgKw8FTZ+ZR0Mq7UoLi7mdSfCEU5eajSapDSJug5047kHX0b3gV4EAgzEMhFOu/QU3PnTWyI2DULnRyF5mcoC53A40NvbC4fDkVILYqoQEl8GgwElJSVxF0sSuADHM67Gjt/BM/06fwwR45fJFZid46CQ+SPew+2eQkZG6LPm16yNowABAABJREFU9wcgFokBKjrPX1H/FHILIrXf9u/fj4KCAmg0moi/xSrvBoDu7m4wDIP6+vqYnzcapqencfDgQZx++ukpnQcAbW1tKCkpQXl5ecxjSFXyiZjTT+Ik4oHjOBQUFOD111+P2253+PBh5Ofnx40Fo2F6ehpHjx5Nqq2C4zhMT0/DYrHA6XSC4zheaycVHDhwACUlJSgpSSwDIMTBgwdRVFSE0tLULN/DWwfTdVP2+XywWCzo7+8P0VJabLjdbhiNRt7VtaqqKiWNWGE8Go90GBnqQuf+XwGBDohFNERiBdSF58DQ8E3Iwtq6o2F2dhZmsxljY2MxSQeO43jNJo9rCgp6MwLuPeA4PyiIkJmzDobGu3nR72gIElxGvi08GulA2q1IS5zBYEBujgrmrmd5LSYKFOSqJujr74I6ryHifFId4/f7Y+peCnWGSCJSeF/Ze1/BkPUvYJhg3CWVa6Gt/SYKyzaEXCdJOuljONP5fD7eTCcvLw96vT4qGTpoexf23mcR8AXjLtIqWKy5kDf9Cb9OIdxuN8xmM4aHh5MiQ8dH9sLS9QS8rh4AAEVnQpxxNpy+5SgoKIoqNQFEkpfxKqeFcEz3wtTxCOYcB8AE/AgwIshUp2HZmh8gUxU67widH10uFyorK1FRUZHyHonEJxqNBlqtdkEEVyykSnyROI9U8EUjqBK11sVCe3s77+CYCjo6OiCTyVBdXZ34YAG6u7sxNDQEn8/H7w2SEY93u93YunUrzj333JQJJGICoNPpYh5DEqqfdpz3haqYEovFPCMdD592xRR5YAKBAC+E6Xa7UVFRwVfMxBszZisfLYta50TFyOZTVHQvqWAr3/EKgiA4/n/8/lnIZNkpiZrL5XLU19dDo9FE2M4u5qRG2mPIpNbf388LCsab1IRObsXFxVGFs4VYtqYZT7//GLa9vwOb/7UVp16yDo3N9QmrpMjiYzXZMWWfwdVf/2rMfl2KolBUVISCggIMDQ1BlZOJNRcth3GvFdfdfTWKymITqcLMWWVlJQoLivDJm9tQeGlhxDWScvnS0tIQIdDr/+sqXHv3lXjtqTdw5mWbYGgInbCEZEYgEEBVVRUfqLAsi87Db0KjOwVZWcH2QqEjYU+rGQG/HxRx8aEoKDLkkCvkYBgWLMvMa5sF7zzi/iMWi2K2hfUe+xhZ2aUoKqnDkiVLeKeaPXv2RAQUFEXhouvPxwXXnov/+9PbUKoycPblp2NgYAA7duyAUqkMcZOJBnt3PzzTPqxevZqvbIoXUJxy7hqccu4afPTGFhw92IW6DQa+ijBeW4JarUZLSwuOHurCh69/gpqVOp74iffs6Bq0uO3B67F7cyuGekZx+4++hvzC6NojQnHu0dFRmM3mkAqqRM8OEQnVaDRobm5O2UgiGTidTl43IxXiK5p4JhPwzovphx0bq5WP42K49XHgwIEmbYBhEIujk9TxMmnRyruJptmnYQUcjlRc+U7iJD4LZGZmfqZxXrTkYlNTE9ra2tLK0H9WrXzpElIEQlMXo9GIXbt2pUUcJYJCoUBTUxO/JghNXeLNc0Int4KCgoQmHEUldSi68CXYzLthOvZPBKSnI7toGSTS+FVSpOJ+eNiGLLkFa9feAKUy+jlC85igQHUWGGyAUnwA1Y03IEsde6MYnuBsbKzH2MC7YJk8QBw6HkVRKC0tRXFxMQYGBtDV1TWf4LsW2tqbYel+HgXFG5FbGJpICSczhALdHMdh0PYusnLqkZlVCSB47xIDIbvdjkOHDiE7O5uvbNLWXosKwxWwdr+EjEwNSjTn8OMQkXaWZflq6/B1ZWx4D0S0DLmFy1FdXQ2NRgOLxYK9e/eioKAgYhNPKrYGLP9CwD+Lcv1VGB4exq5du5IyfPF7+5GbNYSqqlP4SvnS0tKoLsoAkF+0GvlFL2O4fxvs5m2Y9a2EXFmAVUsNcVuNVSoVli1bhtFhM3q63kKfvRGVWm3CSnmFUovMorsx6twFhbwLy1u+gdy8yIQXELwHiLmAsIIqkas0EErmErfrE6EpGU58LV++PCVX4PAKKgB8tXi6rXzpylykG3eJxWLk5uZCr9fDbDZj586dKCoqgk6ni1uJSgzHvmiV8V8oYoqiKCiVyoQBi1gsXpAdcKogD8uRI0fg9/v5lrdkHr60Wvkobt5/L3THFdeVL0R8mgPIpowCRFQg7QmJEEdTU1M8cURcPRazDFStVmPlypV8GShxdgkXeHa5XLBYLHw2JJrlbCxQFIXTztuAjeeeyot9C50CQ4Tm58t1bRY72t4+hI4dx+D3+bH51e24+juX4/yrz445mQgdZPr7+5FdkAX7oBUypSSiRTW8uqa+vh6vPfkv/OfPH8DlcOHl//07vnTDObj2rq9GLHbhFsfEkfCae74aMhmSDJ/JZILH4wkh/jiOQ/uB17B/z3PweWewYzMHXfW52HDmd6HICF6rVCpFYVEhJFIpGIZBwO8HTYvmJ1QgOycLc87gM8vME1Lk+uRyBQoLC0Ou22LcgV1bH4Vj2gqOY1FasRYbz7wXuflVaGhogFarDbNSPl7ZRNM0vnLLRRgcHEw6ULF22/H0fz+Pjj1d4DgOVQ2VuOVH12PVqlVxW+9IC6I4Bzjl4lUwGAxxW4wJJken8MwDL2LPe20I+APILc7Bui+3YMma6qgEDbHqtdvtyM3NxVdvuCxpPQ5ChhYWFvJBIiGowrOjxBhgYGAAxcXFWL9+/QkRRSSCsSMjI/yGL51NjjBwIa18fH0wB1A0/3+jIIpr5DxYNrZbXzxiKlEQEF7evX37dsjlcuTn58c9L93xTsS5J3ESJxrJxnkngpgia2Gs5GK6MWK6BNNCCK1AIMDr6aRKSIWDEEekinbHjh0npIpWpVJhxYoVmJycRG9vL/r6+qJW8ng8HlitVgwMDCRFSIWjUrcOmqq1fAW7zWaDwWCIqOQhCc6hIRsU1DYo/K3w+z04vOPfvONcrO+ToigUFxejsLAQg4ODMJvVOHpsFAZDVkQ8IqyuIXHekPVVHNj6ClhmGvbex5FXfCEMDV+HWBJaaSFMRNrtdj4RaTDcGDWeJJVYhLwg9/aQ/QPYe56G3zfAtxpWN94DhfJ4IpJUuhA5D6HEgr7+VgChFWPCau3w72ly/DDMnY/AM9c1X9nVDEPDXcjOrceSJUv4OC9WIrKs6ssYGRlBa2srAKC2tjauM51rdgC9Rx7G7NRucGAhlVVCU/t1aLVreLIgWhXc8Q4EDjLZWVjakJwZgc83C2PHY5gaeQ/gfJBRagxaN8FmW8WTruHxJBECz8rKwtpTLkF29o0JxyHfByGoSCxPCKrwrgqhsUxBQQHWrl2bVPVOqvB6vTCbzRgcHERJSUnaxFc4QSVsAku3le+zOE8kEkGpVKKpqQl6vR4WiwW7d+/myddoXRwLdfNLxg3ys8AXqpWP4zjodDo8/vjjOO2002Ie19HRgaysrKhtFfHgcDhw+PBhbNiwIenrGRsbC9GQ0uv1KS3U8Uq1e9sfgn/23YjX3V4J5FIGHBckAAg8Hh/EIjfEkigsPiUCuAAvyB28xuAErlv6CpTz2ZGFgHwfvb29ABB1oV8MCIXzpFIpqqurkZGREaItoNPpFqx9FW6VajAYIJFIYDKZYLfY0fafw2jfehR+b6RWVIm2CDf+1zU49fx1CccRtsQRdxKO44K2w1NT0Gg0KC8vx/898zbefvFdOKciA/asXBW+cvtF+MptF8ecOL1eL+9GR4TlvV4vb20bnmU5euTfaNv5JGadAwAAsViGQMA7//8VqKm/CKds+jZkskz83/Nv4fFf/hFAkBwIipYz82KZKsw6ZhEQEFI0HVTxUaoy8U77PwEAA30HsWPz7zA+ehQAB5oWg2WDgTVFiaHRnooNZ92LbHWwdcPpdMJsNmN8fBwVFRWorKzkdX0AQK/Xx3WmG+4bxdO/eB77PzkMNnyzQVGoWarDLT++AWWGEp4crKysRHl5OV+FJJVKee2FRPe5a9aFF379F3z8z23weSIddPLLcrHu4pVYsqYaWq0WJSUlGBoaCrn/kiG+4kGoJ0FcAgsLC9HX1webzYbc3NyEFV/p4kS2hXTt/xECri3Bf3Ac/IEARCIaMpkSjlkWGfLQ75tlA3DNzSJTpQ67Rj9ASSCNwZMtWfMfyOSRQenOnTtRXV0dQbLGw+zsLPbt28e7BaVi9DA4OAi73Y61a2Nbm8fCli1beLHRWGBZFhKJ5ISU9J/ESSTC2rVrcdttt+GKK66IeUxPTw/fwpQKvF4vdu7cidNPP52fs0lbk8VigdfrjZlcbGtrC1Ysp/CcA0FdKqVSCa1Wm9J5R48ehUKhQFVVVVLHk6qCgwcPIjMzk5dYSJeQigXSfu33+2NWwiwUQukDiqL4FnybzYb+/n7k5+cnrDhIBizLzhNH5pB4MriptkFO7QDl3wVE0YoSSwpRbrgVZdqLEn5+ofN0kDgyQCwWh7QGVlZWYqTvDQxa/gImMBHxHjSdicKKy1G15BaIRNEXqfBEll6vB8dxQQmJKFITowPbYe3+A3wea8R7UZQE2QVnobrxOxGtjkKJBRJzC+NJYSWWEI7pXhiPPAyX8xAi00Y0lNktMDTeA1V2sLJM2P1QWloKrVbLS3wEAgHodLq4upde9wR6jjwCx8Qn4LhI4XOpwoCqum9BrmwIIQc1Gg1fhUTuv2T2MwzjhenoMxgbeAMc64o8gM4FIz4DDL2CJ46E8WQ6LpzhEOrQer1ePp4cHByE1Wrl77/FNLAiEO5n8vLyYDAYFpX4IuSUz+dDR0cHsrOzUVtbm9L8k4ycQazziouLUVFRkfhgAbq6ukBRFJYsWRLyOtHEI/NZuL7axMQEOjs7sXHjxpTGA4KutVVVVbxeXDQwDAOJRHJCOiLi4QtFTAFAY2Mj7r//flxwwQUxjyElrcku5gRzc3Noa2vDpk2b4h5HNnc2m423Bu3r60vLuri9vR25ublRHxBjx+/gc7wZ8brHK4EsCjHl9fogosOJqeDPz7Ii0BQTtJZngvorYrEIFEVD0/A8snNDH5iF4NOyBGYYBmazGTabDRzHIS8vD7W1tYvO/vv9fhiNRgwMDMDj8qDtP4dxZGtXVHIhHNr6Stx6/w1Yti5xD7TP50N3dzeGh4Muc2Sz+s5L7+GNZ9/BzIQj4XvkFefiqrsuw3lXnhVzona73Th27BjGx8dBURQqKiqg1+v5INzYvRm7tz0Ox7Q15DwhMUUgkShR3/xVjFg0eOKBp0P+xhJxbqkUHo8nSEiJRCENUpmqTDz/4YPY9tFvMDx4AMJARUhMHX9NAq3+DGw883tQqoKtj9PT0zh27BicTidEIhEMBkPcVs/JsWk89+CL2PWfvQj44zu0UBSFulU1uPX+G5FXmoNjx47B5XJBIpGgpqYmqYDc7/fjr4++hv+8/D5czsRONoUV+Vh90Qrol1VCJpNhyZIli+6AR8hdsrlQKBSor69fVAcmAmEm8EQI6QLA0X33gnHvBMOwfFZLLBJBIpXDMctFIab8mJubgyqMmPL7A+A4MWK13Deeug0iUWTWb9u2bWhoaEg5oNy/fz9UKhU8Hk+I5kUiYrCvrw/Dw8NYtWpVSuMBwMcff8wLwsYCwzCQSqUniamT+Exw5pln4uKLL8bXvva1mMeQlvPa2tqU3tvv92P79u3YuHEjRCIRRkdHYbVaQ6rdYyUXDxw4wLdPpYJjx45BKpXG1fuIdZ5EIoFeH91FjSC8Zc/hcMBoNILjOJ4wPxHE0fDwMIxG4wm1lGdZFjabjRfnVqvVWLJkyaKvIQzDBJOOdjtY1gsptwNithXgopALYZDINNAu+SaKymInzAmE8STHcSgqKkJ1dTXGB9/FgPlFBPyjCd+DFqlRqr0emuqr4yYie3p6MDw8zLf9GQwGXpYgXDspHihKhtziL8HQ+C1Iwiq2wuNJjUYDnU4XsXbMOe3oPfJ7zE23hop7RxtvXouruukeZGQGE5Gzs7Po6urC9PQ0aJpGVVUVKisrYz6rPt8sTB2PY3LkPXBcYidsWcYS6Oq+BZHMkFI8ScCyLGw9f8aQ7W9gmZmE44HKh5faCIZeBqlUmnQ8mQoIudvT0wOPx3PC4kkgdN+XkZGB6urqBSdSo0FI8BJSSqFQ8OZVyXyuPXv2QKPRpKzd19raylcnpoJE2lSkJbmvr4/XV1Or1RgdHUVvby/Wr1+f0ngAsGPHDtTW1sbV2v6siKkvXFSpUqlOaIm30AkgHCzL8oQUy7KorKzkmfqhoaFFbx+MtgEC5lvzIGhbIa/TNI5v7LnQ/+E4gKZAUxRoWgqWZRAIBEBRFByOCWQv4n40miXwYldihGsLiMVi3tVrMZ0ChUKJRUVF+Pi1bdj3wSEwfhZikSiaDE0IbF12/P2xf6K6UQelKjZhJhTeLikpAcuyGB4exrH9PXjjuX8nRUoBwMTwJP7v6bdQ02SAviGSmCUl45OTkygrK4PP50N/fz8oioJWq4Xd+Cq2f/JHuFyR2cFo8Pvn0Hn4L5ju14a8TkgpjmUhkohB+YL3OYf5/nByHOvHR+/ciqnJOURmz6I9g35YjR/CO7sfl1z3Iaampngx+IqKCv7zMQwTU5/inZf/g9YP9ickpYDgc9PV1oNnH3wRF33jXAAcKioqeM0zv98fNSsoROtH+/Dh3zcnRUqxLIcB8xC2vrYL9ctqIBaL0d3dDZ/PF1WYNB0QYt1isUAqlaKkpASjo6M4evQo78izWOMIKxuXLl16QogvlmUxNzsNERu07Q41dyAl4PP/4j0fYrfycTFaogEq5py8kBLvjIwM1NTUwGAw8C2qpKIs1nx5spXvJL7ISDbO83oTbzijnQcAQ0NDGBgYAMMwfCyX6LlYiHPziXDli6UhRbQsBwcHcezYMdhstkVPEFIUhZKSEhQVFfEuvZmZmaiurl60SgzizNvX14fc3FzI5XJeZsFgMCwaOSWs/snPz4fHuQOz41tBiXzBeyJR8slrh934IrJzGyBXxG7NFsaThYWFoGkaIyMj8LvN8M68ADYQ3eEuHCwzjWH7q1Cpa3nXOyGELtQknhwaGgJFUaiqqgJNeWHrfiYpUgoAOM6LyZEPMJipQWX11fzrRNJCGE/29fUFJRGqqngSjOM4WLtfxNzM3oSkFABwYDA7vRuWY1mob/kJnE4njEYj35nicrlgtVr5fVi0jfWQ9S1Mjn6UFCkFAF7XMfR2PA4q42Z4vAiJJwOBQELXu6mx/Rjpez0pUopjWTDMEFj2fRRWNsLrz0ZPT09S8WSyIFVTZrOZJwwnJiZw7NgxeL3eRZNbIeRXb28vaJqOqRm7GOMQEX2JRILm5mbk5eVFdfFLRFB92hpTic6Ty+Woq6uDTqfjncjVajXUavUJ1RIlbZKfNr5wxFSy2gOktz4VkBsgvK+TkAQ2W9CmtLKyMmLztpDAI6bGFB1H34UCwjdPNEWEfrnjf5oX8eVAAzg+Dk2L+GvuOnoIM7PZi+64IuxJN5vNaG1tRUlJCXQ6XdraNfG0BfR6PUwmE3bv3p2Uq1o8hNsOE62qpqYmXHXH5Xj0R3/EoS0dABvdypOiKNQsN+DWH9+AuhWxM7rCMmXSh02+G7Lo3/jgFTi2w4Sd/2rFnCN29q6gPB/X3PVVnHXZpojJRkh8lZeX49RTT+W/G5Jd3blzJ1SSPqxsBsYmlLD0BeDxxF7URSIxSopk0FYw2D4RPE5ISNEiEcRSKaRSKfxeH/83v88PkYgGPS+22VjDYHZOAaONg8MRm7yhKAp5OQrotRwkEjcOHDiAmZkZVFZW8oKKQudCu90etcf+hu9dg4tvugB/+p8/Y8c7u6O2Ys4PCG1dBTZdvR55ZWpoNBV8q6PQ0cZms8UVFT/1/HVYd85q/OOPb+CtF96FcyrSzpnjOAQCDDJzM3D5N67AFbd9hR+HtN5ZLJaEZeuJIHTA0+v1KC0tBUVRqK6u5p0YyTjRnBiTQSJL4MWCsNWDcTmhzhSDokK/FyrMXY/j+XoOsVjloCh6JDHFcbGX08UIdDIyMtDY2MgLZO7atYtvuQ3fgKWrPUAEkT+vActJnAQQ1K6cm5uLe0w6JBFJLgLg14dU5tOFxHnpxKREKyocsQgp4RxE0zTKy8tRUlICm83GJwirq6sXtaqcpmm+0sxqtWLfvn28CUi6CULi0NbX14ecnBysXLmSJ7uIPsvevXsX3BIulDfIz8/H6tWr5+faZZh1Xo1Drb+G17kVYlEAohhzplRRDV3dt5BfvCbmOMJEamFhYYiuD4lbp5x3QZV5BAH3++CY6ZjvJRLnorTqBmgMV0bM0eGOc0LTHyJCvXPnzqC249o/wjF5EOaux+Bzm2KOR9Fy5BZ9CYbGb/LVUsK4taysLCSeJCRSuDZnw8qfYs55E3qPPIK56T0xCSoKNDLUq1HT9F2AzkN7ezsv19DY2MiTXUR/lRgvhRNHlTXXoLTqyzB1PomJ4XfAsbGTrSJpJTjpBXAFylFZWBFi4hQeT8bSVcsrWoXcs/4Fu+k1DJpfitqKSZ7ZAKNATtEVWLr663zcSlrvhCY16ZISsRzwhIL0sbRGUwHRgvN6vTFdHRcDExMT6OnpQSAQgMFgCIlNY4mkxyOoPiuNqUSQyWSora1FVVUVrFYrLBYLaJrGxMREVMfyhY55UmNqkXDJJZdg5cqVuOuuu2IeQ5xUGhoaYh4TDSzLYsuWLbxIG8ky2Gw2fvEtKiqKemMeOnQIBQUFKVsXx9NJ6DP+Fc7RpyJe9/lFkEg4sIwPIhGZiDkwDAuOdUAsVvOEFIE/QEMqYaNWCajLfooZVzkvRrzYjisELpcLRqMRY2NjvC1psuOEBxDxtAVI//nk5GTKToHhAUQs22EAMB0z49EfPomefSZ+EgRFwdBUhZt+cG3c9j0h8VVcXIyqqqqYQdzMzAx6e3sxOT6JQx92ovW9A/C6jhNGuUU5+Oo3L8GF150XN1BJRApOTU2hve1hqMTvzk/oNIbHRLD1++Dz+flWPpoWobhQjqoKFmTe2/JeLl592cMTUsKqKKUqkxc/B4LkFQm2MzNl+O2z08c/q5OC2cbCOevhW/koUFBnBwmpDDmHAMMgwADZmr/EdMxL1gp5fHgCzz30Mi9ETlCiK8bpV61Hsb4gqvC5cByy0DMMk5A48vl8+PsTr+PfL3+AuZm5eT2uAGRKKc6//ix87b4bYn4eQhwRrb1Uyr6JaK3D4YgrWkvmPLPZDJFIxPeoJzvOzMwMenp6krYEThfT09Po6emB2+2GXq/HZN/PQAW6Io6TSOVwOFkoZGGtfIwXs3OeiMy+38+AYaWQyyI3nywUWH7alqjX88EHH2D9+vUpb/h27NiBmpqaqJo1xDUnmv4Aya6musb5/X58/PHHOOuss2LOiSS4k8lkJyurTuIzwZ133gmpVIoHH3ww5jGDg4MYGRnB8uXLYx5DIIzlKIqC1+vF8uXLU67sSVXzicBiscDtdqO+vn5B5yVDSMWCUIy4tLQUOp3uhLhweTwemEwmDA8Po6ysjNe5SgZCfSS1Wh2huSJEuIlGrFggGgjxZbfbkZeXB51OF7O1eXLCjva2/wHj3gex+HgiUiqvQmXtnXHb94S6ikKh8GjgBdDHx5Ap3YeA62Nw7PG4iRapUVJ5NSprrguR8ABCK74Sxa0kEUmSehqNBmNDW2DvfhJ+3wB/HEVJoS44C9VNd0EqC/4GQie3cEHycIQLrQsr2IM6U7+Hy3kQJAlEgYJCtRT6hrshVVTycWs8xzzgOHHkcrliEkc+7wyMnU9gauR9cNzxWIAWF4NWfAlzPj3vlBsr/go3CIpHHLEsC3vv3zBk/SsYZgogSVlGCmXul7B8zXchl0fG+0JnbL/fn5SLshBCB7x4e59oWqOpkEqEfJyenk7KPTNdCJ2bSTyZDNlC/kNIq3CCauvWrWhqakq5gn/Lli1obm5O+bx0Na1MJhMGBwfh9Xp5ndlk26Xff/99nHrqqXFj0s9KsuELR0xdf/31KC8vx49+9KOYx/T19WFqagrNzc0pv/8nn3yCVatWYXp6GjabDWKxGFqtNmGP/pEjR6BWq1MWRTMajXxVQTgGLK9jZuiRiNf9AREkIhYM6z/+kHIAx7FgGAfEkshybZ9fBJmUjcqQ5lX+BKWa8+F0OtHT0wOHwwGdToeKiooTsqkkRMvs7Cy/SU5GsJv03iZbvh0ra5BonEQBRDgO7D6EJ3/2HNyzHlz3vStwzqVnxRxHWPFFAgi5XJ7UZEuyE9MT02j792GYDltx4Y3n4iu3RgqeCwm2cDH4eEy6uesZzI49j0CAAcDxBFX/kAhjkyIoFQz0WhZi/vTggvvh2yq89Q+ad+ITIlOViVlnZJUjw7KQSin879MT84Lox69pcpqCfUAEIACDlkJmRlA7iGHZYLUVLUPzxu0xvytSwUIWYJPJFJfQGe4bxTMPvAhrlw0bL1uLisbSlKruAoEAH1AAwSxoPEJnanIaT/3yObR9dAhrzlmBb/z8tqTua1K9ScqzEwm8p0sGE0FYi8UCkUgEnU4Xd5xwS2CtVntCFrtYgVf7rhtAMcaI44PEFAOFLLQqjmU8mJvzQTW/GSEfy+9nEGBlUMiiVClwmVi+6eOI1zmOw/vvv49NmzalXAmajDYVeZb7+/t5MVvSlhEuppkIHo8HW7ZswbnnnhvztzxJTJ3EZ4377rsPExMTePTRR2MeMzIygr6+PqxcGdnKRMAwDE9IEZfawsJC7N69G42NjSkTU93d3RCLxQk1n8Jht9vhcDjQ2NiY1nn19fV8tSOQGiEVjmQ3rwvF7Owsent7MTU1Ba1WG1cPiBBSfX19yMrK4jVWkoFw85pok5wK8RWO4cFOHD3wawR8IyiuvAkNy66Io28UWvEVFIDOiCCUooHErbOOSWSId4L1HUJB6YWoWnJzhOC5sNUxPG4l5jOxICR0CAEybH8H/eaXoVQtgaHpbigyCvlxyBpEXMTCN7wsy4Ci6JB1RVjBHu74DABTE0dg7ngULOeHvv5uZKobeGfgZEyMyGcMF/uO5QzudU+gt+NROKcOg1acCae3nk/YJlN1xzABTExM8sRRoiohl2sOh1ofxdzUR1BkrcSyNd9HpiqxDmV4wjMRcSQkDFOJW8MTnlVVVXETq0LSOR6Rt1CEk87pFEvEI6g2b96MFStWpKyBtXnzZrS0tKS8buzZs4dvF08FJpMJs7OzqK+v53VaMzIyoNfr47ZLsiyLDz74AKeffnrc+4BlWUil0k89zvvCtfKdqBJvIBjEUBSFgwcP8kJlyfbKLsRG2O+P3kpEi6JPyBTF8R17wpY9ihIhiukEgGB7Cil3DAcbCJa4qlQqtLS08GWTdrs9omxyMZCdnc2P09vbG3WccG2BRGK90aBWq7Fy5Uq+rchut0cQBsJx8vLyBKXcyWPFumV45v3HMTY2BqPRiF27dkUdR5g5W7NmDY7uPYb77vsJxocmcdFN5+Gqb10Wc/IV2sGOjo5CpVbh9GvWw2AwhPw24QGEsNVxyD6CZx94EYe2tWPF6ctwx09vRkFJfsQ4FEVDIgnaWweF8lmUFXMoLcmEiCJaV0FCimFY0DQNuVwBsTjy5pMoJHAH3KBlNCiWAuM//oyIaBoymRQikRgMEwDDsLxjX66aQ14OPZ8dDsDnZyGiaUglknkWIfrCueXtHfjLb/8O15wHX7ntQnzltot5y2ayAFut1giiJacwG1fcczEfECXbHmDr7cPTP38exw70Yv35a3DT96+FJ+CG0WiExWKBXq8PIbWFmc2Lbz0fdz/0zZTaEGia5sV3iXi52WyOO05xcXFIi2iy45SXl6O0tBSDg4Po6enhW/zCx1kMS+BECM/2R4wTY+KjELNhL6RZj+MnVArgYs110Z9NYfVCqkim3Dqa/oBYLEZ+fmwtk1ggFsKJ5vOTrXwn8VkiMzMTdrs97jHx4jyGYTA4OAibzQaJRBLhqPVpa0Wlex5FUQgEAnyF8UIIKQKlUomlS5fyVaf9/f18W/diJiIzMzOxfPlyTE1Nobe3F319fRHj+P1+2O122O12ZGVlYdmyZSnrYKlUKqxYsYJP3JE4L9446WxKi0sbUFz6Mh+37ty5M4KYIOPYbDao1Wq0tLSA8VnQfeA78LqtyCu5GIb6OyGWxF7zSdw6MTEBozEbfuosyLN1oKjjv3k4wSaMj4PkyyOYGd+GjOxlqG78LjKjuG6TuJpUltvtduh0q7D6jItDPg8ZJycnJ2p8zLIsrN0vY9j+CkTibFTW3oni8jMAhMatJHFns9n4BGFOXhNaTnuOH+dQxw7k5uYmjMPHhvfAcvQxBHyjvEthQUEB8vPzQ1rVwivYaXEWZOrrMeI4DflZ+WhIMgHtmh1Eb8fDmJ3ai8ycdWhu/A6cc6KYEgt+vx9WqxV2ux35+Rdg6eq7UqqmpigKRUVFUeNWoYyMcJyCggJeciSVcUpKSlBcXBxVyiHaOIWFhSmPkyyE4xQVFYW0oqaKeC1+nzeNqUTnEQMMYrTW0dEBuVweEfcLzwOiy8wQkO/ls8AXrmLqvvvuw/j4OB577LGYxySTSRMiEAjwQQyxH9VoNCkF5sm6p4TDZrPB6XRGzaSNDm7BuPUnYa9yCDA0RDSHQCDYyicMJnzeKUhlkQu71ydGhoKLGhxll3wLGsM1oaOECc3V1NScEOHi8HGqqqrgcDj4TJNOp1sUIc1E4+j1+pSJr2ggLQNE8Fmr1cLpdIaMY+6w4k8P/RmWTlvIudn52fjq17+ML998QcJ7L5lxyOcZH57Acw++hD3v7wtpV5PIJNhw4Trcdv+NUKmDQYCl+0+YHf1T2FgMGIaB169Ehtw7X5kXJKTIJnfbB/n451+Ol0hL5BL4Al74AwFIpRL4fEHyVSFXgAsAbCB4H2YopfjVk+Mh4wRFpkXgOBEYxhsyDgEHCZo3bOX/fWDbITz30Muwd/eHXHtOkRpf/caluOj68/gFiVhDk/tgdnY2xFo5GWJybGgcT//3C2j76EDIMyWVS7HpklNx431XwzHngMVigUQigVarxdzcHD/OYhkBECeUz3qcxdYtIUjWerh951dBsQMRr0ulcjhmGciloeQ/w7gwNxcQPPPz2mgcjQAjg0IemSxgUYjlp70d8brP58PmzZtx9tlnpxx8fPTRR1izZk1KZLjP50NrayvcbjfUajUMBkPSc/PMzAz279+PM844I+YxJGCRyWQnpGL2JE4iEX73u9/hk08+wSuvvBLzmKmpKXR1deGUU07hXxPGcjKZDFVVVcjPz49YT9va2qDVauM6FkWD2WyG1+tFXV1dSucNDQ1haGgIK1asSOp4Uh1F2m1Iu+9iVzaR1qHe3l5QFAWDwXDChIuJHiAA6HQ6uFwu2O12ZGZmQq/XL0p8GT5OVVUVPB4PbDYbVCoV9Hr9ogjACyuxY41DsYMwHX0UHueRkDQILVKhqOIqVC25KWEFFRnHaDTywuWxPo/PO4PejscxPfpBSLsaRYmgyt2I6qZ7+AqoZMYhXQQqlQoGgyGCyOM4Dn2m1zAQRU9JqjBAV/ftCN0tUqFjMpmSHkeIyfF2mDsfgWfuaMjrtEiN4sqroK25gddSEo6j1Wr5JLRKpUpaoN/nnUHPkd9jZuxjcNzxmICiJMjKOw2GxrswPROIOk5WVhYMBsOi7F/CK+W1Wi38fj8sFguysrJQXV29aPuXT2OcaOMSpz3y+yz2OKQFuq+vDyaTiZdeSHauI5XxGzduTJmUS9e1uasrKE8Rvt4InQkJ7yAshHC73di6devntjL+C1cxpVKpeBHyWEg2GxYIBNDf34++vj4oFArU1dWht7cXKpUq5YU5kXtKOueJREKm+LjLHkVxEIlosKwIDBMAy9LzDnHRK6KOnx6r7M8X8RqxlyWOK4cPHz4hVu9knNzcXHR0dKC9vR0SiQRLlixJ2ZIz2XE6Ozv5cWpra1PWBYsHmqZRVlaG/Px8dHR04MiRIxCLxaitrcX0kAM/u/F/0HvYHGmpCGBmfAbP/fJl/OuF/+D6712JMy6JrV0gHKezs5Mfp6amhu9jdkw58OyDL8cU+PZ7/dj8+jbsfLcV51x5Om6879oYYwWrmHwBat7JERCLRWFBVfDziOUSBBg/5jzRqxrdHjcoAPJ5giraOIFA0DGS4wCJJHycUHQd7Mazv3gRPTG+06mRaTzzsxfw5rPv4Oq7LsdZl21CeXk5CgsL+e9NJBJBr9cnRUY7p5147qGXse2tXVG/U5/Hhw/+vhlb39qJs766CdfcdTksNgs6Ojr4lrjKyspFC/yJA2ZxcTGOHj36qY5D0zR0Oh20Wu0JsR4mjn4KhSJhhpvjAlFnt5hpGcF8SAhRiqIgk8ngnzt+XsjHoj6biqlwSKVSZGRkoKysDAzD4MCBA3xQn0ggk1RMncRJfJ6RmZmZkvuyMJYjFYbxtDgWUjG12HGeEISQIscWFhaC4zj09PRgYGAANTU1i+Z4BwTjosLCQuTn52NgYABdXV28g99iWr2TCpCcnJyQdcpgMKCiomLR1g8yTm5uLo4ePYrOzs4Tsh5SFIXi4mLk5eVFjJOT7YOp8364HAeBKALfLOPEkPVZjPb/H8p0N6FCf3nM6xKO09XVhc7OTn7draysnO+4mIsr8M1xDBwTn+DA1p1QF56N6sbv8JpR4ePk5+fzn4emaVRVVUGr1UasbQPWf6PP+CwCvuGo1+1zG3HswF1QKBuga7wbOXlN/DglJSUoKChIahwCx7QJxo6H4XIcQDRjEpaZxqD5KYzYX0Np1fXQGK7kx+nq6sLRo0dB0zS0Wm3QlTDBWh3wu2E8+hQmhv4V4zv1Y2b8IxzYug3qgrOwfNnXYbGO8ONUVlZCp9MtWmKHVMoXFRXh2LFj/DgajSaia2IxxyHECBlnsRNVhEA0Go0Qi8VobGxMWkMp1XEI8UrTNJYuXQqpVMo70ydTRU721ulWPqUbH0brQCBt6RUVFejv70d3dzeMRiNPUJG48vNaGf+FI6YWo5XP7/fzQYxSqUR9fT0f0BMxuFQRryUv0XmxxhOJMyAkpEhfSvD2Dj5MIlHwfJ8/6HR23FEq9GbjQEVo/xCwTBy3ivkHoLS0lHdCKS4uhl6vT9tZT4hwbYHly5djcnISXV1dmJiYgMFgWBSnwEAgwJdYk5Lx6elpHDt2jB9nMUpTA4EA+vr6YLVakZmZyY/z67seQe9eM2g6UoMpHGP943j4nj/gP3/9EP/zt59Fbe8jjDnpOV66dCkcDgd6enowNjaGcfMknvrJi/C6E1vlel1evP3Ce9j8f9tx53/XIz8scUk27hwng0QiBssGHeRomoVIJAZFUVDn05AoxQmfTSB4d7o9blAUhbLiEgChFVMURUEiEYNhxWAYz3zZrThsAqXwxP3P4P1XNoNLIuAf7R/Do/c9iX+98B/c9fAdGBoZhFQqRXNzM2+tPDY2Fjdjd3BnOx6647dwz8V+XgiC3+m7+M9f38eV916Csy85k7c4HhsbW9QMMckM0jSN5uZmfpzR0VF+nIUuPsJMNEVRaGpq4jO3o6Oj0Ol0USsT0hmHtMRyHIclS5Yk1PcLnhjb8YqKEsiSeTU4Z3N85SlN0wB1/H4SElRUHGKKpumUPzspLU830JFKpSgvL4dWq4XdbsehQ4egVCqh1+tj/hapuPmdbOU7ic8KWVlZSbsvWyyWqLFconMX20U5HhIRWuGElLBlr7KyEmVlZbzjXWFh4aLFRcLrq6io4B38Dhw4ELdCNVWQuMhms4XEK8SkZrEqexmGQX9/P6xWK+RyOZYuXQqn0wmLxYKpqSkYDIZFSayyLIv+/n5YLBbIZDI+jug+/DBk2A2ROPF6wAQmYO/5HYbtb2D5hmd5x7vwcYSVysL1fWJiAoW5LvT3/AIsG/9ZAQCO82Fq5N9oG9uMmqUPoqDkeKWh0PRELBbz6zsZx2AwICcnBwG/Gwd3fh1e17Gkvif3XCc6W29HbvFFqF/xI75zwWw2g6bpkHHGx8ejVv8aO5/BiO0lcEj83DGBCfT1PoIh2z9RVvMgbPYxUBSFxsZGvpJpfHwcer0+JgHimOpBx95vgWUcUUYIBcf5MDn8Dkb6/wMorkZj8xV8OxoZZ7HiIqHTcUNDAxiGgcVi4cdZjEpHIvLe29uLQCCAurq6YKvm/OdJpDWaCiYnJ9HT0wOfzweDwZCSmU8qIK3EHo8nxIlaqEGVDEGVTHtcLKTropwocUnWh4qKCgwMDKC3txdGo3FBzt2fBr6QxFQqmTQh/H4/+vr60N/fj8zMTDQ1NUGtVofciAsJWDyexBvWcMQKWFiWBShZCCFFyCaK4sBx5BwKIpE42NrHMGDZoCZP0K1P2PoUGywTWTEVDqlUitraWmg0Gt5yNlVnPSHiaQvk5+ejoqICJpMJu3btWpDInjAgItoKZOErKChARUUFzGYzdu/evSCnGhIQWSwWZGRk8M4NFEWhoKAAv3jmx3jip09j17/bwAS4+Qq36O8lkUlw6oXrcMsPr4/4bkmgYjabIZPJQjIMhYWF0Gg0wUVfDXz5G+fjk79vx9hApG1tOPSNWtzy4xuQldMG5ygZ63hrnVgsBi2Wg6J8EInAE6J+vx80TaN+uRR/euv3eOyXf0TrtjYwbPxnKDsnC1fd8lWcf1kNBru/Pa9lRYW0pkrEEnAcEzIOqQwEgDt+djOycjLxzssfwOVwxR1PJBKhYf0SrP/KaoyOj6CmpiZkga2oqOADctIeFV5KvHx9M/7ribvxwq/+EtEyKAR5BnOKs3HdvVfhgivPDRnHbrfj8OHDKYu8hoMEEH6/H3q9PmRhr6ioQF9fH44cOcKTFekSYUS7Q7iwk9+IZGw6OzuhUCjiBnyJIHT00+v1KbnRALGIKQ4UFTr7kRJmliNC+sKFP7rGFMcBHMS8RoEQC9EPABYe6Aj1B+x2O9rb22MKZKZ7rSdxEp8mlEpl3CSH3+/HwMAAOI7D1NQUGhsbkZOTk/S8k67m02JrU8UjpIQQi8UwGAwoLy/n46IT4aBMhN3JOHv27EnZWU+I8ARaeLxSUVEBi8WC1tbWhK7BicYhBI5MJkN9fT1PCAjH2bt3b0oakuEQmoKIxWLU1dWFzLGlpb/CwT2/xdzUu5CI/LxTczSQFjtD410RpFQ4gVNbWxuSoCkvL4fNZoPR6oBCeT1EnnfA+PsSXr9UrkVl7dd5UircHCZc65WMc/DgQT4ualz9vzAeeQSOya3guPjPAkUrUVB2KXR1t/KJLYZhIuKV8vJyvjMjvAVOV3crRGIFhqx/BctMJ/iEFMTyZvjF58NiHeHHIXEEGaejowNKpZIn3ITIyqnBkpbfwNz5aETLoBAcx4EJBOBns1GkuQmNy6/jxykrK0N/fz/v4rmQBGE8EycyTldXF681mi4RRpybnU4nL1JP5qGysjJe0zSa1mgqIKYIJ9rRb25uLuhmPjkZ1XwhXIMqEUG10Mr4E1lRTxILwt+J7H1Ti6M/HXzhNKb+/ve/4ze/+Q22bNkS85i5uTm0tbVh06ZNAIKaHISQysrKglarjdlnfujQIRQUFKTc3tXX14fp6Wk0NTWldN7Y2BisVitWrVoFIDRQ8bhH0N95NaIxGEEx88ifdm5uClJpBkhFFdl0ebxSZCqBQCCShJJnX4rq5vtSum6hs14qtvDCyqVkev5TcVwRIjwgSrQwzM7OBq16U3SqCSeKEi0Mg/ZBPPrjJ3F4ayeo+d+IQCwRY+25K3Hrj29EfnFoL7Iwo0Vaz+ItDMTVYnh4GOb9dmz95y7MjEdmgCqqy3DT96/FmjODemzWnhcxM/RUyKaZ/K4MlyUQPycI9m075nKRp/0ddDod+s0DePSXf8Chve3gOC5EY0qZqcSl116Mm+++Hg6HA8c630Mm91iEVhoAULQMHOsNGYdhgiLoFJ2BpadtAQB43F689Nu/4cNXP4EnrJqJoijUrNDjtCvXQV2UndBFJZ7LjRA73t2Nl3/7dwyah45/E1yQHFaqFbjszotx1Z2XnxB3oJmZGRiNRjgcDt7VMtY4qT5vQqTiqpTq8yYEcQ4cHx9P29Hv8PZzQCMyYSGRyOByBSCRBF0mmUDQ2ZGCFx4vBZUqM+z4eRe/KBpTnLgejWueiQhcpqamcPjwYX69SRbJOOTFwo4dO1BbWxtVI4cEJBaLJUIgs6+vD8PDw/x6Ew1kkyyXy09WTZ3EZ4ItW7bg+uuvR2dnZ8g96PP5YLfbMTAwAJVKhenpaWzcuDHl+YJsGKuqqlI6b2RkBP39/WhpaUnpvJmZGXR0dGD9+vUAkiekYuHTclCenZ3lq5qqqqpSir+ElUuJKmrn5uZgMpkwNjbGx1/JuscKK4oSVY4I3b5SSXim6oY765jAwdaH4JvdDrE4tCqWggiZOWthaLwLSpUm5DxCFJnNZrAsG9NFmEBocqKU9oJ1/xtsYCziOLG0FJrq21BaeT4/DhE9T8ZdThgXEVc+sBPoOfIwXNN7wYW1LFKUDLnFX4Kh8VtwODy8K18stzwCYVwUrvnJMH5Yjr2A0f7XwDLOyM8oq0FAcgECbFEEsRIOol1JEuOxtKDGh1thOfYEvK5e/jWiVRRgFFAXXY5lq78Zc/5hGIaPv1JNEAqfvUR7kvDnLZUEYSrOzak+b0J8Wo5+Pp+Pd3ZMpdggXAw8PM5zuVzYvn07zj333JSuhzjkbdqUumtzW1sbSkpKeHmWZDEyMoKuri4+kUKeO+HzQD7vZxHnfeGIqbfffhv33Xcf2traYh7j9Xqxc+dOrF+/Hn19fRgYGIBarYZWq024+Tty5Aiys7Oh0WjiHheOgYEBjI2NYdmyZSmdR6oeVq9ezQcqFEUFK6kCc+jdf0HU8xiWgoiOQkzNTiFDqQLH0XwVilgsgscnR1YmBb8/srVLqvoSapfdn9J1A5HlpQaDIeZiHV65lGoFB6na8Hq9IeWY4RBmzlKdoIH42QkhhJmzZIiicPR09OLx+59Cz34LxGIRVp+5Anf87BYUV4SKU4bbuYaL3CUCWdzGxsbQtcOInW+2Ys7hQrGmENd970psungDP87Y2BiOHvwjsiTvhJCaBNGJqSACXBnEOT/F6Ogov+h0HTqGxx94CqZuE2hahC9dfi6+/v3b4PEFAxW3243CPBcCU7+MfvGUDODC7tf5oMAXECGz7E8hGVbnzCxe+NVfsOXNHfB5/dDWVWDT1euRV6ZOSOCEQxjwFRYWQqfTRbQ0cByHj9/Yij//7u8YsY9CmiHFedeegVt/cFPSC264K2Q88fVUAohwhLsF6XS6mJVawgAi1Wx5+HOu0+liElTCAGIh2XIAaN9+BihEVqwGiSk/aNrHk5rBxXoWbo8ImZmh7btSqRwzTgYKWSQxRUmXoX7VExH2wxMTEzh69Cg2btyY0jXPzc1h586dOOecc1L7sAC2bt2KpqamuHNoNIFMj8eD6elpLF++POZ5ZA2SyWQniamT+EzQ1taGc889F1arFRRFwev18oRUTk4OtFotVCoVtmzZkpYTaHd3N69xlArGxsZgsViwevXqlM5zOp04ePAgTj311AURUuEg8RfDMHHjr4ViamoKPT09KcVfySTqwpFswjPVRF04nE4njEZjwqqN8Pgr3K0sESbHbWhvewisdz9EIhqZ6lWobvoustShJkmpEkXhcLlcMJvNGB4ehkp6BAH3++CYaYgkBSjX3Yxy3aX8dzM5OQmj0QiXyxV1wxoPHo8HZrMZQ0ND/JrtdVlh7Pw9PM52gBIjO/8MVDfdDY+X5hNoqVbGEEH0/v7+iPgr4HfDdPRpjA+9BY51QSStBCe9AJ5AOTQaTdKkJhCMQQhBFS/+GhnYCnPXE/C5LPAzEihzzsOyNd+FQpFcW2g4ERavUj48/qqqqkp6fkslQSiMv1KVZwl/znU6XUyCipCNNpsNBQUFiyabEu2a7HY7LBYLcnJyUF1dnVZ7cCyCanZ2Fq2trTjrrLNSer9AIICPPvoIZ555ZsrVrbt374ZWq0VJSUlK5w0ODsJut2PNmjW81Iff7w/ZB50kphYRW7ZswXXXXYejR4/Gzb60trYGbedzc6HVapNW+E83kzY8PIyBgYGUM2lET2nVqlU8ISUWi/kWv86dp0Y9L8DQkIgj7R5nZ6ehVGaCooLMOmnHcrklyM2RgmEiN1wS5dlYsuK/U7puITiO44WKZTIZampq+KqMcG2BhZS0hgvYVVdX80HPQpj8aOOQIIGUHRMySFhiTVEUH6ik+2Dv234Aw6NDUOVnhmSTCFFkMpkQCARQVVXFByocx+HtP78He08fbv7+tVCqEmtATE9PB7Mv45NwjXtx4VXn89mXiYkJmEwmuN1uZMkPQex7NeL84T7gwzeVWHemC4b6yCmFoyvQvP5VPuCbmprig4TDre2oqtVBLI0MVGYmD2Hg2Lcj3i/g5/DhGzIADM6+NACxJKyslpWCznkMY2NjEdmXPks/9mxtRZ4mJ6VApX1PB977+0e48huXobKmAkAww0oCvuLiYuh0Or4FQFiVNmV34LzLz4YqKz39CiERVlBQAJ1Oxy+qXq8XZrMZg4ODCyZwwu2fha6X4dbDCwkghJVa4a5LJICwWq1Qq9VpBxBCtG8/DRSiaPxRNFxzXkilCNEpYwJOuL1iZCpD2zmkUjlmHCwU8sjKUlq+Bg2rfh9S+k1RFL9ZJdUQycLhcKCtrQ1nnnlmSucBwObNm9HS0pJUlR0JIkkWPiMjA2vWrIk5ZxFiajE0BE/iJNLBsWPH0NzcjL179+IPf/gDLrjgAhQUFETEclu2bMHq1atTnqeMRiNYlkVNTU1K501OTqK7uxvr1q1L6bzZ2Vm0tbXxc8RCCSkh4sVfiwmiM9jb2/uZxV/hlUsLjb9itanHi7/SwdDAEVgs3fD68yI2h5OTk3z8VVVVFUIUDdrexdT4PhjqvwGZIrGjF4m/JifGkZs9hvrmy3hSQ1hpTYSTwytwXLODMB97BgUlp6OoLLb5jsvlgslkCklEzjq6IJcXgEUWX+mTKP5iWRa23r/C6xmHof5OiCWh67Hb7YbFYgkhwsi65Jgew7Gj78PpLkkpgTYzeRR24yuo0F8JdV7QDV1IhJGKMEKECeOvrIxh1DWch8ys1NzVCMLjL6F79mLHX0KtW2HLIsMwPFG00PgrHhFNdNjMZjMyMzOTdkJMFWRPZjQaIZPJUF1dvWj6rcI4z+FwoL29HaeffnpK70Mq488555yU5494lfHxEF4ZL2zZ9Xq9/DwjFotPElOLgX379uHss8+GzWaL+DKJGO/Q0BBYlsXSpUtTtmdcSCZN2JKXCCRr5nK5sH//fpSUlERlrI9sPxXRnD0CARpS6fG2C4JZ53TQApMWLgQcHLM0lAoW4JiIvndxxkbUtfwq6c8aC0LGWq1WIzMzE4ODgwsmpMIhnPAyMjKQk5OD4eHhtDJn8UAmPJPJBLFYjPz8fIyOjqaVOUs0Dum/Z1kWxcXFmJychMfj4UuSSbD00etb8LdHX8NYf1AwXJGpwHnXnonr7rkyYVaFBEG9vb3w+XwoLi6Gw+GA0+nkA5UB8ytwjDzJnzMxCvzrJSm6D4nBsjQocNDUBnDJjV6UC7hbjipH86n/4P9NiLDZ2VmUlJTA5XLxgYqw0mdydD8Guo8TUyzLYeu/xdj6thRzzuB3q1Sx2HihD5suDICmg78rBzmaN2wOIcJKSkrg9/sxNjaWUqbJdNSCp//7BXS1dYPjONAiEVZsWoo7fnozSjRFAMALpI+OjqK4uBhAkIxeiF5FNAgzkgUFBZBKpRgcHOSzeYshEAuEVmrl5uZCqVRicHCQd3dbrACC6PoRgkqtVmNoaGhRAwggcp7kOHZeoF8MlqUQHhczfge8fgkyMqIQU04WClkkMSVSbED9yl8LxjguFKpQKLB06dKknFAI0m0BBIAPPvgAp5xySkr3A8uy2L9/P6anp/kgMppIJsuyoGk6La29kziJxUBrayvWrl0LqVSK9evX47HHHkNlZWXEcdu3b8eyZctSFrS2WCxwu92or69P6bzwlrxEIHGez+fD3r17T3jFgM1mg9VqRW5uLqqrqxdFuDwcwvhLqVQiOzsbw8PDkEgkC9KeCYdwwymRSD6V+IvjOBQVFWFiYoLfwCUrU5HMOML4q6SkBNPT05idnY0giob7t8DW/Uf4vXYAoa1x0UTSwyGs/CfxlzBZGE4Ued0T6DnyezgmtoCbNxKRZdRCX383cgtjV9emG39xHIcBy7/QZ/oTGH+w9ZCmM1FYcTmqltwCkSj0+oTxV0lJCV/Jlkr8Nee0h7Ue0sjIWg5D493IUlcDCI2/CgsLIZFITnj8lZeXB4VCESS+srJQXV2ddCFFIgi1fFUqFbKzszE4OAi5XL6o8ZewlVAmkyEvLw8jIyMRBPZiY2JiAj09PQgEAhH6aIsFjuN4/VMAWLVqFU8cJ9sqmU4LIJBcZXw0WK1WTE1NRVTGCwl3l8uFZcuWnTDR+Xj4womfq1SqCFFMt9sNm82G4eFh5OfnY+XKldi3b19am8VkbX3DkayYplBbgKIoKJVKrFmzBkajEbt3745oOeIgBoXITRLHUdHt0UGBAxf2NwoSsRgyGQ2vZ4538AuOQYFlU3cTjAaRSASNRsO7OExMTCAvLw/19fWLmn2naRrl5eWgKApGoxEzMzPIyspCQ0PDoi0cwHFrW5qm0d3dzZfHNjQ0LGpGkqKCFsdisRhdXV385F5fX88z5dv/sxsv//YVDFlC7Xnds2688fQ7+OgfW/GV2y/CZbdfHDOIoigKeXl5kEgkOHr0KGw2G8RiMWpqao6X5s9PUDPTHN56WYrOvRIwTKiIvq1bjMd/LIah2Y8v3+hDYQkiZNDUajXq6+vR1dUFu90eYXGMkHcMTpitn4jw4etSOCZDs8hzThrvviLHzvcYnHGpD6ecxfDXqVKp0NDQgK6uLvT394OiKGg0Guj1+oTZ6OG+UTz18z/hwJbDIc88yzDY9/EBHNrWjjXntOC2+29CfnEe6urqIBaLedHdkpIS1NTULGqfvFwux5IlSyCTyWC1WsGyLPLz81FTU7OoLkxSqRTV1dWQy+W8vlN2djZqamoWxbWIQCKRoKqqChkZGTh27Bimp4PE+WJm9YO/XfD3C+o/BHi3O4lEikBMt9RYi3H0XA5NH5/DwgU8y8vLeZe9RO4uBOkKYhLx9lSrLWiahlKphEqlQmZmJkwmE28xvJBqgJM4icWCyWTCQw89hL/+9a8AgFdffTVuReFCzGo+rTgPCM63a9asgcViwe7du1FZWZmWll48iEQivurabDZjz549KC0thV6vX9Q1isRfHMfBZDJhenoaarUaDQ0Ni0q4kfiLoij09PTAarVCqVSisbFxUSsviEC6SCTCsWPH+PiroaEB+fn5izpOXl4exGIxjh49CqvVColEgtraWv5zjg+3wtz1OHxuY8i5HOfFxNAbmBr5AAXlX4WuLpK8ESI8/iL3hkajCZnnfT4HjB1PYGrkPXBc6D7D6+pG175vQKFaCkPT93jyRgiVSsWPQ+KvyspK6HS6mOvTcP/medIt1ECGZWcxbHsRo/1voqTyWlTWXMtfq1KpxJIlS0DTNAYGBgAEBbmrq6sTVsNHI93mR4TLsR9Hdt0IpXoNqpvugVKlQW1tLSQSCWw2GziOQ0FBAWpraxd1D0PiL5lMBpPJBIZhoFarsWTJkkUlkwlZrFAo0NPTg6mpKWRmZqK2tjZt051oIO5wmZmZ/L2tUChQU1OTthlOPAi1h4n23YmIX9xuN4xGI0ZHR3mdr/A4D4hPUC3EcGYhxjrRziNzXUFBAcbGxpCZmfmZyDV84YiprKws+P1+eDweDAwMwO/3Y2RkBAUFBVi1ahX/UC/EPcUfcyMTG4nGCyekRCIR37InlUqxfPly3j6zr6+PZ3+DP2EUYgpU7H1VtI0V0UQRi0HPb978/qBrCMVG6k6livCSzubmZmRkZPAOMumKGoeDZEpMJhMAYMmSJcjJyYHZbEZra+uCnPXCx5mYmIDRaOQzZ4WFhejr68OBAwciyn0XAmGJtUajQXl5OYaGhtDR0YHBnmFsfW0PBk1Dcd/DOeXES7/+G9556T1cc/flOOeKMyMmHKHAaHl5OZYtW4bx8XGYTCb+nptz+vCPZ8Q4uEOKgD/2hMVyQM9hCR6+T4z6VX58+abjC76w9LmoqAjr16+H0+mEyWTCwMBAaGskOLTvpfCfV+SYGI4/ATumRHjzeQW2vsPg3Cs41K0NLYteu3YtfD4fTCYTduzYETPbOT0xg2ceeBG7/t2KgD+WmxsQ8Aew89+t2PvRASw9rQGrvrQMhaUFaGlpgUgkgtFoxI4dO1LWNYgF4b0tEonQ3NwMhUIBi8WCXbt2obS0FFVVVQsOkMItgckzZLPZ+Kz+Yt3bQqcXYjXc19fHu/zE07pKFgzjBjjiSsrOz600ghMkB4om1qbHwSHSXS/4euxplaZl/P01ODiIsrIyNDQ08Js+UvadLEG1EAthIH03P6lUivLycpSWlvL3m9Fo5DVdgOQygSfxxcb3v/997Nq1C1qtFs8//3zI/MYwDG677Tb09vaipaUFjzzyCP+33bt345RTToHT6Uw6UTQ2NoZ7770Xr776Kq688kocOHAAjY2NQZHlOFgIMXUizosnai6TydDU1MRn38lauNiksEwmQ11dHTQaDXp7e7Fjx46E5hXJIlzbqb6+HtnZ2byz8WKJGgsz+0RzqbCwEDabDfv27VvUSuWpqSm+ulur1aK0tBSDg4O83mx1dfWiJGuIwc74+DgqKiqwfPlyjI2Nobe3F+beTyDyvwvGZ4z7Hiw7hxH7ixgbeBNlVTdAU3111M4RoQ5UQ0MDH2MODAzAYDAgN0cFU9fTmBh6CxzrjjkeBw4u56F58mYtqpu+C6UquEYIW8/y8/Oxbt06eL1e9Pb2YmhoKEInKxbpFvEZmWkMmP+A4b5/oFx3E0oqv8w7XqtUKr4rhcR5sdoS/f45GDsex+Twu+DCtUpDPiOL2endOLh9L8TyFXBzZ0GhLMKyZcsgk8lgsViwc+fORb+3SYdEfX09srKyYLVasWfPHhQVFUGn0y0KyUsq51wuF99eS/Yw4a2EC4FQqF2r1fLucB0dHYvaMRMuoN7U1LSorqQEwnub7GFI3E2a0JIlqD4LYioQCMSNLSmKQn5+/meWjPzCEVMk0Lnmmmuwbds2/PWvf8XGjRsjHmKRSIRAIPamMxbEYjFcrvjW89EQKwMXj5AKR25uLtasWYOhoSH09vbCbrdDylAQR7kvOQ5RbWg5DtET/tzxwymKglgs4dtdpidGMDIyklYJdjghFW6f29zczE+OAwMDCV05YkHoVkJcBoRtKPX19aisrITRaMTOnTtTctYLh1Ackix6ZHKorq5GRUVFSEYyXSKM1wOYb3Frbm7mJ1kSIP3xo2cwaB1CIBCY18iJ/56zM3Mwdliw6RIff01CnaSSkpKQSba8vBwlJSW8he6IsRfDfTSYOKSUEAxDYWyQxtggGxGorFmzhn9eMzIyUFBQgOHhYRiNRlit1uCmg2FhN4kwO5P8fTc3Q8PSHcC2bduQlZWFFStWhJAbubm5vEaFzWaLuFeG7MMYtAwjEEgu8+2adcF81IpzrjgTK1eu5O/tFStWYGpqiif2YgVIiSAkQf1+f4SVclNTEx/ULjRAIkRRNEe/JUuWoLKyEhaLZcEBkjDTFH5vGwwGaDQa2Gw2HDhwIGVXQiF8Ph96eo7wVaBSqQRCaileJ3vUuS4OMzXjdGPHjh3Izc3F2rVrI4i7dOyH07UQBpDW3CYMWGiaRmlpKUpKSniCymQy8RnIk/j/Lw4fPoyBgQFs374dDz74IP75z3/i6quv5v/+zjvvoLS0FM8//zxuu+027N69m9ddeuyxx1LW2szIyEB2djY6Ozuh1+vBsiwyMzMjquPDsZAEZLrEFCGfhc9utDiP/Ccc2dnZWLlyJcbGxtDT0wO73X5CKguUSiWWLVvGC5f39/fDYDCk1boRru0U3jbT0NDAE2E7d+5M2WyEgOhLhWuhkPepqalBRUUFn/BcyFoYnhBctmwZv0aRcS0WC/bu3bsgIkzYhlZWVoZTTz2Vj80qKipQWlqKQ61/xNSkDWJRIKlqW46dg9PRC79/DlLpcS1KoWC4cI1SKBQoLCzE4OAguru7QWMa4sBRcGykYUjU8cDC6+7DnMMCmaKY148k9zJZuzMzM5Gbm4vR0VGYTCY+zisuLoZz+hgCvkjHwFhgA9MY7N8Lkz0LcoUKzc3NIeRGS0sLH6vb7faIe8XjGoF71hZRCRb9+2QRYPxwe43Q1JyHmvo1IXsYh8PBE2ELSUQKiaLwvVB9fT20Wi1P8paUlKCqqirte663t5d39Fu+fDm/7ldXV/NxXltbG/Lz86HT6dIiX71eL0wmE4aGhvh7mzyLZA7o6+tDe3t7hNZoKggEArBarbyA+rp1605IO7SwTZmQoOHEHbkvyO+WiKBKl1wi7o+LWTH1ecEXSmOqs7MTv/zlL/Hqq6/irLPOwoMPPoi6urqox7a2tvJCbKmgv78fExMTWLp0aUrnuVwu7N27l9cLCQ9UhKLmyYDoBQz3fA0KmQviMF0or08MZQaFQCC0usvpcECplIIWhVZVuL0SZGeK4PNHLkSeQBVc9O186WUyFQypil0KswQcx6G6ujopcUzS/282m5MWoYw3+ccDIRmEmkvxNn9zc3MwGo2YmJhIqSIsvHJJq9XGJbYmx6fw+E+eQut7+8EF5q2Hw742iUyCUy9ch9t+fAOycoITabiznF6vjzuZ+/1+HG77Iyj3n9HbKca7f1NgpF/4eYIVKAR5xQzOv8qLpWtYuH0FmKPviWu9S0Amf4vFAhGsyKKehNdN4Z1XJDiwTQq/L/o9IRJzaF7nxZeuckOWIYdu+Ztxg3mh4B+ACIvn/dsO4vmH/gJbd1+UawxWFaqLs3HtPVfgomvOjzuOUMCUtHYlszCQ4NjpdCa0OAbAB0hTU1OoqKhAZWVlUkF5OFGUyNEvnuh7PPj9fpjNZvT39yfl9EJccfr6+lLK4Akd55QKDxS+X0Ql6kGJAC5yAxrwz4BlFZDKQr87iUSO2TkGMunxeZVlWTBMAA7/WWhe9V9JB1aJ7IfDBSqTBdEsOOecc1LeYJJqg4qKiqjXOzIyApvNhpaWlhOiT3MS/2/gySefhFKpxA033ID9+/fjhRdewBNPPMH//fvf/z4uuOACbNy4Ea+//josFgvuvfde7NixA9u3b8f777+Pd955J+3Weo7jUFZWhpdeeglr166NedzBgwdRVFSE0tLSlN4/VU1QgkAgmBDZuHEjxGJx1DgvFiEVDeEbocVupSYgz3Zvby/fvp+M/qqQkAKQlLYTqcaNlmSJd33EhMXj8SS1hgrbeVJxfQtfQ5NZC00mE0ZGRlIiwsITgolIBrfbiUOtD2Nu6j1IRP4ILVgAoCgRVLkbUd14NxTKoP6lUFA7Nzc3rrMvELp2SsWjEPneQcDbG/N4saQI5YZbUKK5gI/5FQpFsPIqzloorK4Ti8XzpEQWzF3PYWzgDXBsdNKZokQQK1bBw50FsTQHBoMhbtI8kaPh5PhhmDsfhWfuaNRzmUAAfjYbhZob0bjsurj30PT0NEwmExwOByorK6HRaJKK+YUVRckkzYV7hFT0UoVEUTJJ83imO/FAXAZtNhvy8vJgMBjixgtCMxyVSgW9Xp+UlAPZZxI94ZqamhMmoE6qFymKSkkXS1hBJXRrBoIxHzGMSNUch2EYfPjhhzjjjDNSJt7b29uRkZERVyubdBcsZpt3sjjhFVPxyr3ffvttPPDAA5BIJGhpacGjjz6a1hiHDx/GAw88gHfeeQc33ngjlEolfvGLX8QkpYBPv8SbuOgxDMNn1BJVSCW6Dp1OB8dANsC4InShYlZMIVh+Gw4KABfjGZPJRFi+ej1fwZCXl4fq6uqoJAbLshgcHAySCiIRamtrk6q0Ir2t+fn5GBwc5LWUYhFhZKIwm83w+Xx8NiSZ71GtVvMZSVI1U11dHfM6Z2ZmeK2EyspKLF26NKlsiFKpxNKlS3kirL+/P67FMbH0HRkZiahciofc/Bz87Mkfot86gMd+/CTatx8FhfmsrFiEteeu5HWQgONlqETYevXq1UkFuxKJBEVFRZgelGBJM4PqBifaWyX44J8KTI0eX6yzcxmcdbkPazYx4DgWfj+DgD+ApauXJrVpp2kaGo0GpaWlONYxA99kAGIphcu+Bpx3uR9v/UWK9j0SMAGSmeCwZIUfF17rhjqPDVaO0fKEpDNFUSguLkZhYSFfhWixWHgStWXjcrRsXB6i38XNt4QpsxW45PZLce03r0wY7BLtiPBKrXj3rDDwCK8oioesrCwsX76cv2d37NjBB0jRzvf5fLBYLDxRlOw9p1Ao0NDQAK1Wy7cSxnMEFAa72dnZSd9zRGuhsrISVqsVbW1tyMvLg06ni0pQkXZHIojb3NwMqWgS1iMxglY2Ol8FcKCoaHMJB1BE94ydr6rjIBKJUVmamlhoogqqhWbD0qmuiDcmeV4KCgpOSHn8Sfy/AyJmDAQrfCYnJyP+Tp5P4d8fffRRPP/883j//fcXfA1KpfJzVzFF5nIi95BMhVSi99NoNCgpKeGrc1K1bk8GwrXQbrejvb09bpsamWfNZnPKYuNkLSTztM1mi0uEkaTO3NxcRIV6PKhUKqxYsYInwvr6+vjWyGhzo7CVrry8PKQNOx4UCgUaGxujVuRHu06PxwOr1conBKNV10YfR4V1m36GWce3cGDPg/DO7YBYHNw8UqBDdJCA0M1+VlZW0i6tIpGIb7cKkgv5yFD1A553wPj7BMfloLTqepTrr8Tw8DB27doFsViM+vr6pDbtNE2jrKwMJSUl6O/vR1dX1zyhdQ2qltwMY8cTmBz+j6DNjoJY3gy/+Hx4kQt9GMEUCxRFoaCgAPn5+XwiUliplZu/FLmnPR/aSjgf5wUYBbILr8LSVd9M6l5Qq9URlVrx7llh61l4RVE8KJVKNDc38/fsjh07eBI12vnCiqL8/Pyk7zmZTIYlS5bwcV5raysKCwuh0+minh9OFIV3K8SCWCyGTqdDRUUF7HY7Dh06hKysLOh0uqgEVXghQ3gnzmJiZmYGvb29mJ2dhV6vT7mjJ1EFVbDbJb12PCC9yvh0ZSI+LZzQK0tU7r106VLs3LkTYrEYV199Nfbt24eVK1emNMbk5CQ2bdqE66+/Hr29vSgrK8Pbb78Np9MZ97xPm5giN6fP5+M1BdIhpMJB01JQEENEBydSogvFQYLo8ueY7+cLv744g3B+PqNRXl4Ok8mE3bt3h1iwhhNS1dXVIdUnyX+eoHBmcXFxCBFGGPfwzFl4eW6yCCfCiKil0IkivJWusbExLfaYEGFCUkJY6u7xeGCxWHjNpXTLUMu1Zfjfvz6AY4eP4fH7nwXLMbjp+9dg5Skt/ASYKFDhOA6zM7NQqWORBkFtHpEoeM8tX8egabUDrZ9I0bo5A6tP82LD+QEAZNNOQSwWI1OqjLlpd047kZkdKbInFotRUlqCQacEzPy9LVfSuOYbPpx3hQ9v/VkBt4vFhde5UFwWDNBoel7PJ7bAGj8m+YzRAiQSuOTl5WHDl9Zh2YZG/P3p1/DJ6zux7pyVuP1HX0u5PVMYIJFSdmErIUVRIfpbqZCT4cjOzuZbCcMDJLFYzDtkWq1WqNXqpImicBCx2aqqKr6VsKysDFqtFnK5PMS5khBFqTqhAkGCqqamJoSgCi8xJxp84Zn4qfH+mO/LchxEMW4Vio41f7IIBALgOBY0fXyzKRKnp2cSi6Aic3mqSDfQIecmCljI9Z7EFx/Dw8O46qqrIl4/55xz4HA4AAQD9/C5Xa1WR/x969atWLp06aJU/FAUhczMTMzOzsY97tOO88i1CeO8dAipcEgkEr5Nrbe3F7t27VqQHEEs0DTNkxJmszmCCEskmZAsiHA50RRsb29HVlZWSEWYsEI9vN0oFRAibGRkhF8LDQYDT56Et9Klu+aqVCpeC9ZoNIYQYTRNhzithUsZpILMrDxsPOdhTIxZcGTf/2DOPYUy/R2orT8NEomEd0CzWCzIyMjA0qXRE4I+7wyksthElUQigcFgQEVFxXzVTDmUWSbA+wkKik9HZe1NmJiYQmtrK1iWTeh65vPNQixWgKZDnwVhIrKvrw+HDx+er6y/E7olt6K34zHMOmxgJF+Chy2EVpM8OSn8jOGJSKFkREFBAfKL1yAjqwntB17FzOjrUKlbsGbdvVAoUp+vcnNzsWrVKl6CgcR5hNQQyloUFhamHfNnZmZi6dKlMVsJwx0yhW2VqUAul6Ouro4nqPbs2YPi4mLeuEZYUQQgbaKIdNcQKYeDBw8iOzsber2eJ7iIBt/c3FxaRFGyCBc2X7Zs2YLm2lgEFb9n56LrmsYCwzBpx2LJJD0/y2a6E9rKl6jcW4gbb7wRd911F1asWJHyOHNzczx7y3Ecamtr8etf/xpnnXVWzHPa29uRk5MTtWUhHkj2JV75uBCkjJthGOzfv5932Vgsx6n2XdeCYiz8v0kWf85FIzdHBpYN1dFyOJxQZoggEodOgl6fGJlKMfxRWvk4qgzNp74W8hpxnZqamkJeXh4cDgfvrLaYlpxkoz4wMIC8vDz4fD6+HSodjYJYEFopq1Qq0DSN6enppFrpUoFwo05csCYmJlIqk00WZFH0eDxQq9WYmpriyzejBSpb3tqOP//uVUwOT+HUi0Lb/gj6TP/A9OAj4R8KAYaB2yuFQuabn9CCVSRkEuboMjSvD72HnNNOPPfQy9j21i7kFKhx3XevwBmXnhb6GUbbMNh9FxkIDMOAYVjQNAWGlYKmvPOEVOh9wEGJ5g0fRnzG/dsO4k8P/hkD5iGsOnMFbv/pzSgsDa2sEpI2GRkZkEgkmJqaCiFiFwPkXiC6HJmZmbxTZaLS51THEWadc3NzMT09veiWwEBo1jkvLw8ulwsMwyy6Va9QL0OtVoPjOL7FNrxlY3xkD4Z6vhv1fQIBGmJxpPZfwD8Fis6GSBTuECnC7KwXCgUpxz7+eXLL70NZ1aUL/myBQICvLquqqoJWq02pAmp8fBxHjx7Fxo0bUx5727ZtaGhoiEsesiwLiUTyuc64ncSJxaFDh/Dwww/j5ZdfxkMPPYSqqqqQpOObb76JAwcO4Be/+AVuv/123HzzzWhra8Mbb7wBmUyGvXv34vTTT8frr7+e9jVs2LAB1157La699tqYx3R3d/NJtVTgdDpx8ODBpJ8hYcve4cNBF1ciR3AiQDZnRLS4rKzshJDFbrcbvb29GB0dRX5+Pubm5sCybFKSCanA7/fDYrHwLdsMw2B2dhYajSZmtW86EG7UFQoFpFIpJicnF6TXEw3CjTrHcVCpVJiYmIBarYbBYFgUQWmC6elpvt0/NzcXMzMzPKkUrXJpbHAnLMeegN9rhyp3A6qbvgtFRmHCcUhFP3E3d7vdUVvjwhHwu2HsfBITw2+BppUo092ECv3lMe9XIWlD1nai85WsdtPkeDtMnQ/DN9eDjOyVqG78LjKztSHHCCUjpFIpFAoFJiYmUpImSAZEbsRkMiEQCPAVpNnZ2SfkXjCZTJiZmeH3ZaRQINnWs2TgcrlgsVgwPDyM3Nxc+Hw+eDyeRTdrELahCvdlJ8K1VDimUNjcYDAsanUqAcMwGBwchMlk4h28k3HxI3A6nWhtbY3Lc8TCnj17eDI43vVJJJLPpDr+hEaWicq9Cdra2jA6OpoWKQUgZANHURSUSuVnnkkL1xYQi8VYu3Yt7HY7Dh48iPz8fFRXVy948qMoadi/aUilNESSTIjFLni93PzrlOB/o7nyxR6DQ6QLYUZGBoqKiuB0OjE2NsYHf4u5+QSCpaRFRUVwOByYmJgAgEUnpYDg7yr8PBzHoaioCJWVlYtGSgHHq2ZmZ2dht9vhdruRmZnJW6kuJnJyclBaWsq3hEmlUmg0mghSdO/mfXjhV39FX+8A/9onr2/Drndbcc6Vp+PG+66FXDH/HURrb6IoiEQ0KIrmBf6DZJHgWMEt53F78dJv/ooPX/0EHlewTHu0fwwPf/cP+Mcf38TNP7gWa86cr5wM4c0piGgiLhtshxVL6KiLYHjFVPfhXjz93y+g55CJf88977dh/yeHsP6CNbj1xzdCnZfNX3tZWRnv7AkEKwDKysoWtd+aZPB8Ph/MZjPcbjfkcjlKS0sX3VY7NzcXgUAA3d3dGBsbg0gkQnFx8aJaAgPBDJ5Op4PX68X4+DiAoIDrYgv3ymQyaLVa+Hw+jIyM8LbNBQUFEfMCy0QXcA26Pka/JgqASFBKFSx9FkEmo8BBCSqKE2q4bl+qEOq8SCQSPtP9adsPJwr2vkCylCeRJpYtW4aioiJs2LABGo0G9957LwDgjjvuwNNPP40LL7wQb775JjZs2IDly5dj3bp1WLduHb7zne8AADZt2oSXXnppQddwouO8aGY14Ygmar5y5UoMDAygo6MD2dnZqKmpWfS1nYhKE32Svr4+fvO5mJDL5Xz8NT4+DpqmYTAYFt0pkMgEOBwOTE5OguM4lJeXLyopBQSrFQoLC+F0OjE0NASO45Cbm4vKyspFIyKA42suacH0eDxQKBTQarWLSkQAwXuhrKwMvb29fCxeUVERQURMjh2C6egj8M4d419zTGzBga27oC48B9VN34FUGvvaMjIyUF5ejtnZWX5tr6ysjNnCyTB+WI69gNG+f4Blg88pw3pg7/kdBq2vQFNzB0o150acJ5FIUFZWBpfLhdHRUQBAYWEhysrKEt4LzhkLeo/8Fi7HAZCgc25mLw7vuhaZOaeiuukeZCiLARw39/B6vbDZbJibm4NKpUJZWdmi3wsFBQXw+/38bySVSlFSUrLoenFqtRpVVVXo6urC2NgY3w2wGI53QmRkZECr1cLj8WBiYgIcx6G0tHTRndwkEgkqKyvh9/tDYvHCwsJFJ6VIG6LJZEJmZmZUYfPFANE8I6Q1aX39vMV5n2Vl/KL8sumWewNBMfG7774bb7zxxmJcCoBgSW2igIW0s6SKRAFLNLFLiUTCP6wku0VcQyoqKlBVVZX+4ksdP4+igoGEXMYCYEFTQIacwpybgtfLgKYohAtU8+fGG4M7XnUVri1gMBhQVFSE0dFRvky6pqZmUaowwoUEW1paeEHLxbRSDhdyXr9+PTiO41uTkhGDTgbhrXQrV66EUqnkLY4LCgqg1+sXXClDfiOTyQSKorBkyRIUFBRgaGgIPT09fCvhoGkEzz3wEkxHLFHfx+vy4u0X3sPm/9uOL3/tS7jym1+JaA8NOkMEwHEcxOIMSKWS+VYkBizLCKqZgtVOrzz+T7z94nuYm4muDdJvHMAvb/1fGJp1uO0nN6K4giMDBaulWHbeXU0MjpOBYVzw+UL11YDj93O/eQBP/ex5HN7VCS7Kc+v3+bHljR3Y/V4bzrhsA67/3lUYmxiDzWZDTk4O1qxZw1sC7927d9F/I6PRCLFYjKamJuTk5GBwcBBHjx6FQqFYNAtdonFGSp9LS0v5dljiVrNYzxERgSV21yTLulC3GiEYhuH1EvLy8rBu3TqIRKKYGghMIA4xFUNYj+UAESjeXUulEkEmpYJzqoJDgJHD5WJCzCXSbeUDgr9RT08P3G43qqurQwSBk3V3EX4/6QZtybQBnmzjOwkA+M1vfhPx2tNPPw0gGF+9+OKLMc/dsmXLgsdXqVRJaUwRvadUQOK8cHc9gkRuypWVlTwp0draitLSUuj1+kVPbBQVFfEW70eOHImrC5UKSMWPyWSC3+/n1wihXlOyBjWJEM192OPxoLe3Fzt27OC1Zxa6PoULOZN1YzEclIUIb6VbtmwZsrOz+Ta1E/EbBQIBPjFMqnNIy6JUPAFT5yPwONuj6stynA9TI++gbWwzCkovgb7hDohEod8B+Y2mpqZQWVmJlStX8l0TO3bsCDFm4TgO9t5XMGj5MxhmKuq1B3yDMHf8DP3GF1FV920UlJwCIPQ3KioqwqmnngqO42A2m7Fr166YQt/uuRH0HHkYs5M7wCFyX8dxDJyTW3Fw2y5k558BXd23MDYRrPohLW4kFj9w4ABycoKi6ov1GxmNRrAsy7e4RWslXIznSCj2X1FRwWuNkjgvWdOdeCCJ1IGBAZSUlKCxsZE3tSFSDsmKsccDy7Lo6+uD2WxGdnY2H4sTKQci5L9Q8ii8DbGhoWFRq8uEcDqd6OnpgdPpjNAbFoqkJxvnLYSY+v+tK1+icm+n04nzzz8fTz31FBobGxdt3PPPPx9nnnkm7rjjjpjHkImipqYmpfcOd9cjCA9UKIoKIaSiQXiTptsr29n6LXD+AzwhRVPBSZnlZKCpYDUKBw6BAIu5OQpTMw4oFYBIHDrh+gMiZCjE8Pu9EWOwyEbzqf/B8PAwLBZLTG0BocCxWq1GdXV1WplCodh4tM0sKY3t7e0FTdNpl6mGazvpdLqIShWHw4He3l44HI60LY7J90Jaw6K10nk8HpjN5qTdMqJBuAgyDMMHKuG/kd1uxxM/fgad27tTahEqLC/A9x5eC9bzJG9VSpwbRCIaDJcFEXVc2420sALA5FQR/vy7ckwMRa+ajAaKorDh4lqcc8l7YBgWonlHI14QjZIDnCeEHCOaPxxUsJrvwp8e+DOYQHIENMuyEElFuOGnV+CsC8+IqCwT/kbplnsTjbTe3l4+mAx3JSKtXKSt1GAwpFXZJHSFjKZHInQlTFXAVojw0udottnCEvN4YuzxwHEcn9GK5RDqdrthsVgwNDSEoqIiVFVVYXr0Q0z2/2/E+9G0CB4vBakkEPE3n2cSElkOFHIaCjk3/50EfyNO8P/8jAwulx+BQACltY8irzA1Fy/SKjM+Ps6Xp8eaXxK5uxD09fVhZGQkZb1GjuPw/vvv47TTTot5XxMNLKlU+rkObE7ii4+bb74Z+fn5+OlPfxrzGLvdDofDkXJ8Ge6uR5COmzKxZp+amkrJHS5VCNvh0hVIJ9l8k8kEr9cbVcNTWFmgVCrTdsIKFxuPJpkwMTGBnp4eBAKBtNvBhdpOeXl5UV3pyG+UrCtaNIQ7UUdrpRNeS6y1MhFIaz6RaSCEg/AeJNfSdehRSNitEIvppL83kTgHzeuehlKliXCIDnccFMYzfr8flZXFGDbeD7/XntJnyszZAGX+7bwhj8FgiNg7kPtlYmIixC1xqO8jmDt+AY6LrGKOBpZlEQjQoDNvRuOyyyKquYWGMAtJRE5NTaG3txdutzuq+7ewlVAul/Oapqne34lcIYXPdKpGUUII5U5i/UZOpxNms5l/ppN1qBSCxKVGozGkDVEIoZRDrGc6GTgcDvT09KQtbJ4shG6I5eXl0Ol0ceNfoUFarDgvXTc/ANi8+f9j7zsD3KjOro/qanvvfSXtuttgum3gDUleIJVA+BJSCC2EkEAwBoN7L4BNfYFAgJCQRoAklEASIDQ71FBcV6uyvRdJq1Wfme/H+g5XsyNpZjQyYHR+gXdXo5Fm5j73POc55+WkYQgMw8BoNH4ilg1pJaYA4IYbbuDnGR955BEYjUZe7r1582bcf//9sFqtAICNGzfijDPOSPKKyXHhhRdizpw5uP766+P+DpHXJkruE0MoFMKePXvwP//zP9BoNIoKFRrkoWGz2WTHUAJA1+Gd0EWe5wkpApYzQquJfVBzHIehER/AMdDpc2J8eaJRHUzZekRFiKlINAvBrK1gGEaSuoJ+sFdXV8NsNksiWeRG3SstkOiHmhRvJylkQqL353Q6kZWVBYvFknThockEotSSMlpDFypii6AQfr8f9258EK88uQfREEnxEv9drVaL485YgCvXXYJg8FV4B3bzyiVapcRwedBpZioVWZbBpL8QE1PX4LU/v4nD79pF1Us0cgtysOQbJ6H1RA6VeY+KE2iabIALUJ/Dx6mXHAqx6Ix/4sWnXsEf7ngCo/1jcY9FCLSKpjJctuoHOOOcZQm/I7/fD4fDwZulSu0O0ekeUrpXkUiEV9jJ8aaQGwlMR35rNBqYzWZJwQWko+VyuZCfnw+r1Zr0/QkNbaXEKdPSZ+LdkizpkyaocvUfIlfz5xkJDzqdHv4AkGWkiCmSxhOZRFVl8RGPqWTPYg7haB7KWu5HXkFTkt+dBk3myd1EJiOoOjs7MTExgeOOO07S6xFEo1G8+OKLOOuss+IWTaRgysrKyhBTGXyi+PnPf45oNIpbbplJOhP09fVhdHQUCxculPXaHMfh3//+N5YsWYKsrKyU6zwgNpxBaTiMFPj9ftjtdklkNwF5xjqdTgSDQTQ1NSVdn+ikr/LycsnWFD6fD06nk4+6J0EZid4bHaAhVZFP+9MUFxdLUlfQylUpdRQQu35qtVqYzWZJ61MiMiHR+yN+UlJIznA4jA/fuRue4b9ArwtCTzf2ZkCDnPxFsMxfDqOpnm/CJUrbJaBV+mx0Aln4FyL+9wAR9VLMETXZ0OeeganIqSgoLJXUhPN4PLDb7fB6vfxnMDLwKrra70Mk1BP37ziWnV7buTLUm3+CtnnfTPgdKW1E0v67UkhOunGdm5vLK+WTgSaipZCctNeV1L0c8HHSOmkIWq3WpB7JcvdyBBMTE7DZbAiFQgkTNAnovZwwDCcRgsEg7HY7hoaG0NDQgObm5rQQMDSZlyjNPh4SEVT9/f3o7u6W7HdN41//+hdOPfXUhPtelmU/sQZk2ompTwKXXnopSkpKsH79+ri/o7STFolE8Prrr2Pp0qXQarUpFSo0aJIlPz8/Jp0kGSbH/g7f8APgmI833yyyoEUsyaQ1NGEqMhtT40/HxJxPRyNrkWXSIxr5mMwiG/YoY0DN7Mdlj/v4/X50dHTEVWzw739yckYnRA7LLiyQLBaL6M0fDof5QkUJy04XSHq9HlarVZRoYlmWN7XW6XSwWCyypbqkACEkRjwpO12oKFF0jY2M46419+Gdf7wPjuGOKJKmf6bRaDDnpFn48bofobalGk6nE73Ov6Ai728zjJ+B+MQUALCaahTW7UJnZyfG+9x45U974dzfNSMhMis7CyefsxjHfXkuikqKUF7iwWR/nI64gJgi4DgW/mAWItlbeNXY3x55Dk/c9zd4xrwfvyd2WmlVWFGAi5Z/G9/43ldkfUc+n48fQaA7eEIQspFsFOSOswnTfMxms+iCQu4Dcn3LNVCnkzWJZ5zYdSscQ4x3HyQCbcbe2NjIpwUKQRSLYtJnKfD7/fjonbtgiD4xQ3Gn0xkw5QdMWRHQxvo6nRbQFqKh5asIep8DWPoaI9crf5PAkH0iimpXwJBVnfT9CH0M2traFI8LxCOoHA4H/H4/FixYIOv1QqEQ/v3vf+PLX/5y3M84Q0xl8GnBzTffjL6+Pvzf//1f3N8ZHBxEf3+/Iv/SV155BSeccAJMJpNqdR6pIex2O0wmk6jqUy3QJAvxhRJ7lpOxbqWhMnTkfSI1wNTUFFwuF4aGhlBTU4Pm5mZZii5akZ9oHE5omUAnekmBcLTHYrGIEk1iimMpDUsa9IhcU1MTGhsbRT97+veUjMQHAl68/59d8Hv+AYMuGqs8B2DKnY2Wub9AXsHslNRCdDNWpxmHPvo8osF9ENqHaDQG6HNOQ4A9E6bsYj6ERW4N0dHREZPOPdD9HHrtDyEaGeJ/j+M4MNEoomwByuu+j3nH/0jW9U3sCIaGhhI2Iun7QElQTjQa5fcn06mEFtFGu9T7IB6EdizxrlslDUEhkk2/ENCKxUT3QTwEg0F0dnbyY7rxxAbRaBQulyuhul8N0M/5rKwstLa2phR4RhNUWu20r25vby8GBwdx4onyVPqfBWX8MUlMXXPNNQiHw6IeCARKO2lE4n3iiSfCZDKlXKgIIZRjWywWSWoMlmXgHXoE/ok/A6w/ZpRPa2hEfuXlyC06E/3dz2OsazP/NyRyEjDAZDIgGo3wyX7TxJUOGm0WFix7TfE50QUS7QtFd87USL+jOxz0wkB3zoqKimA2mxVJzwmIh4DT6URBQQGvFBE+8FM1gxcqtWgpu9frhd1u5xMqUjUJ7ensw50334v9ew5BAw1aF1nw43U/gnWBOaZQyTMextTIHeKfSxJiauHSJ2O+i5HOcbz8h9fRZx+AwWjAcV+Yj5O+ehwKSwp4smNs+K24iWpklE/0eChAheURPv2QyKT/eM+T+NtDz8Hr9iGnwIRvXH4uvv/z76TULaE7eLQKiCRK9vf3S+o6JgPtv0D7KAkjga1Wa0qbHVpinpWVBbPZzKs4Sdc/HA7DYrHILsRp0GmBfr8/RkVGd5RT9XhzHXoQvpGHYzzKdFoddAYjfFNAliF45Dmo5TvKLIqxcNlzYJgpeAYeQNDz/BES9GOPPq3RjKKa62DKS76GCA0vW1tbVfMxEBJUZEx9zpw5sl7f7/fj9ddfx//+70xDWvpYHMchKysrLZL3DDKQim3btuHdd99NaKI+MjKCzs5O2cU7y7J44403MG/ePD4NSs06j+6kl5WVxW2mpQra9kCn06G1tRWlpaUznr1qBMrQHjfNzc1oaGiAVquNSfBSI/GMVuTTalOlypN4iKcUEfpvJUulk4J4Y1/JRunkwuMZxkdvbUd4ag/0eg5Z2WaY516D4vKT0NXVxXtrpuqvRCcbZxlGoA09i2jIBo1GB332iQjhi9AZiuOSflIRz76ix/5H9DgeRTQyhihjQmHFeVh44s9T+uzo0VO6JqH3bBUVFTCbzSndy7SamozM5efnz1AOkhpZKYjSz+FwQKfToaWlhVdx0up+JQ1BIWi/YDppMxwOw+FwoL+/XxWPN9qeRVgj0w3B1tbWtBibA9P3cnt7OyKRiOpp1DRB1dPTA7fbjeOOO07W638WlPHHJDG1atUq9PT04N577437O4ODg+jr68PixYslvSZRD3Echw8//BDRaFQRgywVtBxbDoPMRLyYGLgTQe8b0BvKeUKKYLj/FQw5VsX+DcMgEp2OhmSZKAgh9fGonxbzl72R0vnQBRIwnarl9XoVdc6SgZbSFhYWwuv1puTVEw9kAenq6kJhYSHC4TBYlhX130oF9IKk1WphNBrh9XoVqcuS4dCHh/HB2x+i0lyOwsJCeDyeGBl8f+fTGOvZMePv+jqBN/6Rg//5uh8VIsIRQkwREJKlt7cXvYcHUFZXiqKyAt5Mn9xTo0NvihJTHMfhrVeyMToYxf+eH4HBKOj2oBALlj0f08HT6/UwGAyYGJvAqGsCF1x2nqqJi2SccmpqCgUFBXxkr1zlUjKQMbX+/n4UFRUhEAikJRKYLvQJETE1NcVvOtRasGgPhGAwiPz8fLjdbtU6Wo4Dd8M//gdyMJ6g0uuN8E6yyM2ZTtzTUImTrKYCC5f+lf9/JuqDZ/ABBD3/gEabg7yKK5Fferak4ycyvFQT9IZt1qxZqKmpkRU/7PV68c477+Css86K+zsZYiqDTwvuvvtuPPvss3jiiSfi/g4h0qWOO9Aje4cOHYLP50uZgE8EWmWRchBOApCxa2J7wHEcgsFgQrWqUhBfqEgkgpycHHg8nrgenqmAjNQPDQ2huLgYk5OTfGiImimwhER0uVzIy8sDy7IxXj1qroNEqcWyLLKzs+HxeFRpagkxNuKC7dC/4Y80oqioCJOTk8jNzYXFYkmo7Jia7Ean7beob/k2CoqT+/PSNXKWrhecpgDQlski8wZ6XoJn7EOY514Jg0G8jqJHCYHp/YXHM4HCnG7MO+5CZGerR0LQKiCyvygsLJRstSAVZEytp6eH31+o0fAWghCwZMKD7C/IGLCazwZChk9OTvL7i5KSElit1rTVyIWFhQiFQrxVjhpG82KgJ4TUrpFp0OE/LS0taGpq4hXzUs5LqjL+k6zzjr6r1VFAXl6eajHCNCFFxwEPDAzg0KFD6O3tlTV2JxU5OTlYsGAB3G432tvb0dvbK6lA0hkKUNawFtGIG3pD0Yyfi0Waa7UaGA0GmExaMFEDwhFGcDGyYFkmxpNKLjQaDfLz81FYWIihoSGEQiE+mlXNBRcAsrOzUVxcjImJCXg8Hmi1WlRXV6ekkhKDXq9HcXExRkdH4fV6wXEcamtrUV5erurNrNFoUFxcjKKiIgwNDfGb98rKSlVJKQBonWdFdqEJTqeT/+zKy8spWWzstTc6CPz1USM6PjSA5TR4//UczD0pgq//MIzCovjXqdFoRHl5+fQM+uwacByH0tJSFBcXJ3247ntXg7//PgujA3oAOrzzsgGnfyWM//l6FFrtxwbVwLQ/VllZGTweDwYHBxEIBFBcWoyTTz1ZVVIKmI6xrays5E2+tVotSktLVZcKZ2dno6qqCm63Gx6Ph7/uCgoKVF1wdTodqqqq4PP5MDg4CAAoKChAUVGRqguuRqNBaWkpv9HweDzQ6XQoLCxU5TtiGWqkWaOBVqeFRquDyQREGRO0uoDI5xa7NOr0eSipW45o1RXQanMkPQtpr6/6+nosWLAgbZtOegz8xBNPRH5+/lGNH84gg6ON3NxcSXVeNDoz3EAIsZS9hQsX8s20np4etLW1qT52ZzKZMHfuXDQ0NMBms2HPnj1pMeGdThbNR15eHiYnJ8FxHKqqqlBTU6O6t0pubi6KiorQ19eHSCSC7Oxs1NbWqq4IM5lMKCoqwtjYGDweDwCgqqpKlSRbGjqdjq/zyGdXWVmJiooK1dfBwsJClJSUoK+vD+FwGDk5OaiqqlK9Ri4ubUR9y5dht9v5z668vDxujRwMjKLjo93wjr8KjmPgHnoOecWnwjr/euTk1cQ9jsFg4Ou8ycn6I9ddCUpLS5Ne32ND78Jx8A6EA/bp/x98DuW158E854oZqYGkhnC73ejr60MoFEJubj5aWs+DyaTu3iw/Px8VFRXwer38Z1daWqoqsQJMk2tVVVXweDz8/qKyshKFhYWqXt9arRYVFRWYnJxEX18fgsEgcnJyVK/zAKC4uBg1NTW8shKYrpvTsQesq6uDz+eL+ezy8vJUJ6VIIiHxVCa+hGpDOAZ+/PHHo7CwkJ960mq1kgiqaDTK//6nFcekYuqee+7B008/jSeffDLu74yPj6O9vR2nnnqq6M+FhJSYlFvp2J1c0J4ucswfxeAe+wg9B39y5HVZABqYsrTINrFHol6BcITFlH96o0I2YLNO/gcMRmUP+EAgAKfTyUu5SVeQyFUrKipgsVhS3sAzDMOnopCUi5KSEgwPD8ckPKjRTaM9cogMniRskfE6uXPSYqDHwUjX0WAw8LJrMgaQ6qJId02MRiOfHEg+O41GA4vFAibwNsZ6tsPj5vD0b4w48LYBDEM+y4/HnAxGDsefHsZXvxuBKUcTo5iiR9+IL1YgEIiJjCaz6COD/8Fgx3SIgfOwBk//xog+l37G8QAgv5jBWeeFcdoXGXCaYsw++a+8goRIrMlnRwxR1YoEFnoulZSU8HJ/lmVV63IJI4EbGhr4sbfR0VHVVHRivm0Gg4H37iAdwlTJXrGEzdLSUv6zk2PSGQ+2D7YhNPkswHFgOQ5ZWTrkZnPQ6bSIskawTBBTfiAaJYS8Bpy2EQuW/EHR8VI1vJQDEpwhNh4oNcWPYGRkBO3t7Vi6dGnc45FOmslkSkvXMYMMpOLPf/4ztm7ditdffz3u7/h8Prz33ntxQ3WkmJoLx+6kmnzLRbrGfenACTJGE4lEYvw/pRikJwM9ak58XrKzs9Hd3Q2Xy6WaMkLo4Um8EIntgVI/HDHQ6hgyph+JRGC32zEyMpLymDkBPb5FfCTJZ9fZ2anIS0gMtLKI1HTks7Pb7TPCfcJhLzr23Q338D9EU+80Gj0Ky74A6/zrkGWKVVrRHpykpotEInxwTLzRRO+EDR37dyE4+RE4zNyeanWFqG68CI2tP4BWq+W9mbq6uvjRt+zs7JhgFjWmJeixQZZl+TFEopQPh8OqjHUCH0/MjIyM8HsJQoAo9WgTAz1ySZLUyWeXKEVcCeiETXJ/kn2U1MAFKRAamzc1NfF7dXoPmmpNRiwvHA4HCgsL0draqiiFXgqIKTyx0BDuJYQeVIkIqs+CMv6YJKYeeeQR/OpXv8ILL7wQ93c8Hg/27ds3owiXQkgJcTQlfKku8t6JDnTu+wEADbKytMgxcaLJUyzHIhTi4PdPb+asJ/wVOblVso5Fz/uS6Hbh+6W9ZJRK2WlSxWAwiJo20z48UhPExBDPT4gGbcpIe2rJgRTDa9pTS076IQ2xQkVY0NHjcCHv23j98Wfw/htGRCPCh14sUQQApmwWp345jC9eUIa2E38rOqNPgzZ9b2pqQo6hFx+8ciP+8qgRnQcNQgvNGccDgJIKBl+4ADCfujZuQUePPSn1BZCS1iic41dihA9IS/GhfceUGKSS90vuk7y8PFit1hnkEwkR6OnpkZx2JIZ43nMEYiadVVVVsu+lg++uRWTqnzAY9MjL4aDTa6E58rwjXnwcxyESZXmCitNbsWjJY7KOIzS8TIfCgsDn88Fms8Hj8cBsNiccD5RKUA0ODsLlcsVt1pDXyhBTGXwa8Pzzz+Oaa67Be++9F/daDAQC+M9//sOnKBMoSdmjx+7SmeSUShAOjXi+LsLfsdlsMbWK3PuarlXihcqo4SUjHNcSa/ZwHMf7QqViOkwH8pC1VLjeklqQDp6RuzbRRu2FhYWi/qf056u0iUtIT0I+idlN0A02LRhk6/cg4H4RnEjAjBAaTRZKq78Gy9yrEIlq+Volnlk4beZOiJdwcAgd+3bDN/EfcEic2gwAOn0ZTEVfh3vKytcqwvVWmMyotBEZzwOMgE68o+08lNxLTqcTfX19cUc4hd68SnzH6FrFaDSKih3oazM/Px9ms1nxvUSaqS0tLTPuE9rKIRQK8V6jSu4l0kyNd5/QRvZK/e4IQWmz2aDVavkGQjpAcwtSLH2kEFQTExP48MMPceaZZyZ8nQwxpTKeeOIJbN68GW+8Ed8XSdhJU0JICZFO0zMa9CKfKAWFBjG77LB9gAJuC/JzgzOS1ThooInZ6E9f5JNTWXAzN2H2vJMlbbSkJiTQUJK+Jeyc0eZ98UB3puQs8vRCmiiBjUCoBJFKSNDJHFLn1pWkvkkpVIRgGAYP37YZf3/kNQQmdUIuE/GIouJyBl/7kQGV826UVJQSwsdut2PK8z5e+8Pv8d6rWZKIsCOvgFozi9W/eggt1ua4xwFi1XxyvBxoc0jatDseaHLPZDLxXahk14PQWFPK9SqMlJbiISKmXErWrafJvURpgUJITeskoOO4NRoNT1Al++yIR1a37R7Ul+2F0aCdmaBJhUSQzyESZdE30oayxpskBzLQUfCftmc/QTKCqq+vD319fTjppJPivgbLTm8YMsRUBp809uzZg/PPPx82my3utRgOh/HGG2/gjDPOgE6nm0FIaTQaGAwGWXWe1+uFzWbD1NQUP3aXjntBqMgnJt/J4Ha74XQ6JTco4hmkJ4OSBoWS9C1hzL3UWoWo3IiKRsraNDU1BafTieHh4YQJbPR7ixdQkwgkQMflcknydgJiaxU5qW9E0eP3+yXV1izL4sCHT2Gw8x4YtJPQ6fWSrm+trgTGgu/A46+V7A85MTHB+3Lm6t9EePIFcHECbYTvkWEYMKhD68INqG9cJLlWkdOIpP1qiUI9Ua1C+8ESNZ8U5Z6Y6ivZ9Sp3T0LeH7leGYaZ4ekqBqXhUVLTOun3piRUgK6tc3Jy0NramvT90Qmh1dXVaG5ulrQP9Hq9aG9vh9/vVyw6kAJ6n6pkGisRQTUyMoLDhw9j2bJlCf/+k2xAHpPE1D/+8Q9cffXV+O9//5u0k3bGGWfEeHF8luKA6a65GBNNQOSSRIVSU5WLyaF7EJ56DeA+9tnioIWG7lRospBVcDbyyi9Db994zOiY2EOdmPWRjWpLS4vsGFMi90wkx1Yj/U5OxDGdiiI3OVD40IyXmCZMlJFSqAghJEsSXQ+kUJFCqtAY6H4eAx0b8fzjOrz1ognhoJYiqGKJorxCFmd+PYBTzgojypVjwZInZamSOI6D7dCzmBrcBPeYBs/9PhuH/msAKzI6eOQPUFEfxde+H0brwulUNamgv+dE43BKSEAa9Pecl5cXV2JORwLTyY9SQacukRjweN8z3Q1UstjSRDSdhCKEsBsoV+EnlYgmMd4dHR3Q6/VobW1FjsEFz9D9YEPtsa8pIKY0umLkll8GznAmXC4XxsbGJF0P6VbLsizLq2WLi4tTHomhCxdCUHV3d2N0dDRhIAj5G7U9ITLIQC4+/PBDLF26FH19fXHXfoZh8Oqrr+K0006DXq+XpZBKBLprLofMUQJiEUDWnHhjd/TYWX19vajKJxGIQbrT6Uw4mqJGyjEZTQmFQnGVWsKNKjEbl/OdSV1zhA0qqRtV+r1KSUwj9aDL5eItE+RaS0glS4iC2uPxxFX3J0I4HMYHb98J78hfodeF+MRaITTaPBhyv4TJ0PEoLSuXTAIS0E3ScNADk/ZlRP3/AcdFZv4uyyLKMIiypaht+TFmLzhf1mcntRFJ/54SVZKwERnPkJ/+PTr5UQ5oZWSi75lu/itR+BEiuru7O64yEphpAyF39JnUb06nMyERLRx9VmJsThPRicYjheOBR0Mtm5eXh7a2tpTGd8UIqqGhIXR2diZUxn/SDchjkpjau3cvvvWtbyXspAWDQezduxennnoqX6CoHQfc2dmJzs5O1TyU4oHcnAzDxJA5tLcASV+hN9EhvwPu/tvABPcDADjooAEDaIzIKvgSiqqugs7wccERL0FG+MBqaWlJKZ1CGNNLyD0lnbNkEEYck8hkWvKpRioK3RGhk9rohSkrK0tRoUIj0XhZqoUKAAz2/AMjnRsBAP4pFs/8Vo8P9mQhGjkyDqrhkJ3L4tQvh3Dm14IwGLTTRbS2GguWPiX7fEYG3sCg/UawLAOGYTDcr8Wzv8uGY78RHHeEmOKAovIozv5/ISw+MpnLaUqwYOmzso9Hj8PRah7ayFqNWNtIJMLLpIuKinhlnNqRwHTRJyzulXSvE4EkoQwMDMTIpGmSjfgYpDKLn2h0l97wiIVFBDxvTxNU4el0UJ6Y0piQXXQeCquvgFb78TPS4/HA6XTyXUmy2RMaXioZo5UCpWoGOa9PCpeuri74fD4sXLgw7vMnQ0xl8GmB0+mExWLBxMRE3BqAEFOLFy9GTk6O6nUeTRgXFRWhtbVVdRNkAnrsjn62eb1eOByOGc8opaDVJfSzjR7tKSgoQEtLi6LRHgKyAaX9P8vKyvgahnjPqJF+RzcQ6HVdGC+vZKSfRryGElnXnU4ntFqtZCVNIsQbL/P5fEktE+QgEPDiv/+5BUHPi9DrotPfg0YDjSYbhtwzMRU9FfkFJSn7ONGjmhzjhpH7JyL+9wBMT7Iw0SiibD7Kar+H+YsvTfl6EGtEKlGoJ0K8hjNZ1+32aWN3NdLi6IYzUcrrdDrev3V4eFiV64EWINATMTSpkpubK0m5lAhiVg7kmad20jE9HllbW4umpiaYTCZJ44FqYWxsDO3t7WBZFq2traqmB9J13sDAAAYGBnDSSSclrPOADDGlKj766CMsWbJEtJNGJKAsy+KDDz7gTSbLy8vT8l5opjUd8ZsENJljNBqh1Wrh9/vjegvQ8Hv2wDNwFxhmAqb8M1BcfRV0hvhmd4TMIXGpHo9HcecsEWhyLz8/H9FoFNFoVFHnLBkImUOSUNIVcUzMzPv6+lBYWIhAIAC9Xq9KoUIjxi9Aq4XBYMDk5GTK5tiDPf/ESOeGmH9zj7L4y28MsO/PwuLTA/jyBSGYTBrodB9LwFlNJRYu/Yvs4xFiioAQVN0OHZ55LAeeUQ3+5xshLDubjfUQQQkWLpNPTBEQibnP50NBQQHcbrdqRvM0iH9Ed3c3CgoKEIlEeGNNNcfBhKQuiaKWMxIgFYTUHRwcRFFREfx+f1wfg1RA/LBcLhcMBgP0ej2vCk1Gsvk9e+Ed+iWi4UGY8k9Bcc0voDPE32QRNcLExASKior4iOh0Gl56PB7YbDZeNp6ukaFoNAqXy4Xu7m5YrVY0NDTwz1ax9VOr1aaFhMsgAzkYGRlBRUUF+vr6ZnSV6ZG9ffv2IRQKwWq1Jh1bUQpamZOOZyoBrQZVc10XAxm5Hh0d5Z95eXl5fKiMWqCVWmTTR8yQyeZaLbjdbnR0dGBqagr5+fn8ui51DF0qyCgO8Y4Kh8N8CIoS76F4oA25o9EoX7uqZY5Nw+MZxIdvbUd46h1osxZDYzoH2TklKTdThaCbtWBHEJl8CmB6UFD2NSw6+VoYjeqtPXQjsrCwkF/XpVhoyAHdmCYN6XA4rPo4GG2DQdK73W635NFKOSCkbl9fH4qKihAMBqHRaFQh2WjQVg5kvIz45qkRPECDkLojIyMoLi6Gz+eTPB6YyjHJfjrR5FOqoD2qGxoaYDabY8b8aHzSDUj1GZJPAfLz8+Hz+cCyLL+oCT2k9Ho9TjrpJPT19WH//v1p63aZTCbMmzcP9fX1sNls6Ovrg8ViUWQymQharRZ5eXnIzc2F2+3m4zFra2uT3rg5hUuQXXAaGGYSen3yh7HJZEJhYSEmJib4aHcSV68mtFotioqKkJuby8f01tTUoLKyUvUbNy8vD0VFRejt7UUkEoHJZEJ1dbXqaVpGoxElJSUYGxvjY0yrq6tVXdiB6Q1lUVERiouLMTg4yC9SlZWVqhfMRWVaXPyLMHx+FiZj6MjxZ/r5CMFxHJ597AU8ce9fUdNSjZ9suAyN1vqEf6PVaMFqONS3MPjx6jAM+jAMer2IxDy1z7KwsBDl5eWYnJzkr/HS0lLVuyVGoxGVlZVwu90xUdRFRUWqXw+lpaWYnJxEV1cXwuEwsrKyUFRUpOrCDgA5OTmoqanh45Q5jkN5ebnqz1atVouqqipMTU3xTYicnBwUFBQkfT7kFJ6GnMLTEI14oDckLzgKCgr4+GFyTgUFBWkhaITNjOOOOy4tzQzSxe/o6EBOTg5OOOEEFBQU8I2beOaZGW+pDD4NIESCz+fjiSlhnafT6bB48WIMDg6ivb0dPT09aGtrU71WMRqNmDVrFurq6mCz2bBnz560bDI0Gg1yc3ORn5+P0dFRBAIBlJSUoLa2VvV1PSsrC4WFhRgfH4fH44FWq0VNTU1KKikxaLVaFBYWIi8vj4+Qr6ysRFVVlepj0bm5uSguLobX64Xb7YbRaER1dbXqa5Ner0dxcTFGR0f5Oq+urk6VlEUaGo0GhYWFKC4uRl9fHyKRCHJyclBRUaH6prKgoBKtC27mvRRZlkNZWZmkWqW/63l0dzwAg6EE5nnLUVQ6N+7varValJWVwe12Y2goAuRcioKCArS1talKSgHTz5CKigq+VgGA0tLStFwPlZWV8Hg8GB8fBwD+s1P7+VBcXIyqqio4nU54PB7+WlS7VjGZTDPqvKqqKuTn56u+t62oqMDU1FRM7VpQUKB6XZSXl8fXeWQfnZ+fnxaCRtjMmDt3btqaGUR1r9frsWjRIhQXF8+wMIqX4vdJ4JhUTI2OjqK8vBy9vb3Iy8tLampOXyByDWXlQHiBqKUgoL0FiEKKYRhevqmWUksspaGoqIiXb6rJLBN/nKmpKX7sjHgtuN1ufrY+1cKFdLaIgSfxzyJybDVjekknIxwO86ovIkmdmppSRZIKxMY2E9WXwWCIGbdUqvwZ6n0Rw651/P+TjQDAgeXykWUMgeNYRKPT/6bT6aDV6mYopl57dg8evfUPGOoe5v9Np9PhxC8ejyvXX4Ly6umUi48VUxyYKAOGZaHTTY8HcsgBy0yCYVjotFpeYg4AnKYMC5Y+Lfv86FE6vV4Pq9WKkpISXm0ETKcBqdF5pyOB6VhbOhI41ZFBQNznrKCgIGYczmKxqFI0090fco/6/X4+4Uitzj49QkOUS8KYY9LZT/WcxAwvyfhMosQruSAKUeLll65YeiA2qENMSRLPPJPjpu/pdBRQGWQgByzLIjs7G2+++SZaWlqS1nm0MlCJoawcjI6OwmazKfY+EQM9okWMuTUaDR+GoJZSi2EY3geJ+OOQNbCjo0OVEXMCYe3a2NiIaDSaltqVrA35+fm8IkbMMiJV0IbeRPVF1nq1a1dS0xHD7OzsbHR3d6Ozs1M15Y+wdiWm1CSVMFHtOjL4JlwH70Q46OL/TQMtcgpPgHX+9cgraIz5fXqMlKh89Ho9rypXS91GlGZCfyJynnLMt5OBtkAh9yjLsjGJ5WqomegpCXKPlpSUxKRuSw2OSQayFxsZGeHvUbLvILWrGoo9ehKI7C/z8/P551O8FHYloGtX4hdKRvzUrl2JQjTd49907SomiCF1HjBNAJJaj+O4T1QZf0wSU6FQCCaTCfv37+dvQineAsRM3Ov18qMT6ZLUEeIjFSNbKd4CaoyD0HPSOTk5/Jw0/Tq0VDWVTZUw4lgssYtOwFIqjRb6JRCSjQY9b15ZWQmLxaLoQStWqNBFCW3iR8a4lBAfwkJFzJyQjBL29/cr8s4a6nsZw8414LiPO9OEfGLYXOi0U/zvTpNWUQAacJoqHH/m0/hg7z78asuj6DrcE/cYhiwDTv/6abh89cXwed/FkONGMMy0giPGgFOTA3B+gOOmE1oo0opFORYuk05MCVMKxUbphN5GSskcmgiPl7ZEb0KULoh08QWI+xjQm5Ds7GzFZA7twRVvgyS2CZFL5gh9ScQ8l+hNCDGYV9LllzKGLfTxU+LbdjQDM2gjZSlm7UKCCpjuyqaLMMsgA6ngOA6lpaV48sknsWDBAsl1XiAQgM1mOyqBBaRpl5+fz2+q5CKe/4nwd1IdB6GNueNt+NTyC5ycnEzarKDDXJTW43T6Haldhc3geP6fchHPn5LG+Pg4Ojo6EAqFFBMfZCSns7MTBQUFsFgsM5rBQq8kpd5ZdMIv7cFKIKybSD3uGT8Ix/7dCEwdiPvaGo0OBSVnwLpgOfSGIv47IA3iRLUr7WEpF/G8uehzGhoaSrkRSSerlZeXi4ZGBQIBOByOlMkcYkUSb09EB8cQ6xAlZA7trZmodiXPKyWBUcDMICwxzyW6ds3KyoLZbFZcjycj9+N5jco9p6MVmBEKhWC32zE4OCjJrF1IUJFG5CdV5x2TxJTf70deXh5+/vOfY/Xq1bzppRSQBy0xTm9tbUVZWVla3qfS6G+v1yuLxVVqoEsW9c7OTskR9/EM0qWcEyHZpEYcC7sDUs+JNiOU4peg1DyQbMQ9Hk9ckk14TqQ7kJWVxXc8pJwTKVRINzDZxpY2f5STLueyPQN336YjjLoupkgRElMELMuguzMff/ttGwbsw5IXDr1Rj7nLSnDB996K8aviQYipI+COEFQsy4JBKY47/VnJ35OUNEP+PBVEPZO/IxHWhJBOVtTThvVSriEC4qVBIqKTFfXCa8hsNks6J2FRb7VakxbAUlNkxP6OmP/GS3KiQQzmiX+XGPkc75zkGl4KFZ719fWSzomYtYfDYdV9xWjQ56Q0fri9vR2rVq3CiSeeiM2bN6v+HjPIQA4YhkFOTg7OO+887Nq1C4WFhbI2+bRqsLW1VVWPRxo0SSDn3pOaGEWDbOaEQTiJQBouLpcLer0eLS0tSf9OacKqkGRrbm5O+He0h5Ic9Zkw/U7KppUmPuSoleU2kejmilarhcVikXVOJOmNeDslgphaR8qG2ufzwW63Y3x8XHI9PjAwAFv7+4hO/g5ZWgc0Wmn3EsPqEGQWoajyB2hta0tadxAF9vDwsKzEvMnJSdjt9qRphgR0I1LqNUT+jpC3eXl5sFqtSadIlDYi44U3JXpvpHaVE7YkVKhLmSKhyWdyDUk9JznG5kLyWWpzVUiyS1EuKU0+9Xq9/GSM2r5iNGgfqdLSUn6SQCo4jkNXVxfWr1+P4uJiPPDAA6q/Ryk4JokpALjjjjvwwAMPIBQKYdu2bfjKV74i60IgN7DD4Ui73I5WaiW6EScnJ+F0OjE6OqqIiZYaB6wGEy314UKfkxJlCP1wSXROSh/INKTGrQpTUeSy6zRJkGgRECtU5KpdhKRMXV2d6MJGzmmo72VU5PzhyO/EHodhc6DT+mf8LQBEuXL859Wv4oXHXkLYHz5CNIm/JzIeWNdWje9deyLKix+M8+5zAcwkwjiOw1QwDyHj6oQGqnRSjxIFD03K0Ml6YudDjwwoiQROproTO6d4XdtEEKYFxgs0iJecKQc0mZPonIgJLzmneHHpic5JSrw5IYbtdruisWSO4/hz8vv9CQkq+pzUSERM9J7oc1LirzMxMYEdO3bgV7/6FX7wgx9gy5YtqKioUP29ZpCBXDz88MO49957MTAwgA0bNuA73/mOrPtIjftDKuh7PpFSa2pqih+Jqa6uRnNzs+zNhRR7BVpFodPp0NLSIlsZQq83iZ5jqaYcC8fRE50TGV3S6XSKQmWkptWmqnYRpphZrVbRNZS2F9DpdJKJLBo00ZSoLqDPSQpxKATDMNj33kMY7fs99NpJ6PQiDUXq/BmGAcPVoGn2NTC3flH2HoMQTVLPSQ6RRZ+TlEYk3SwnNhBK9hjJVHdALOGo9JykNOiF56RE5SNVKa9U1EBAlPLEYD7ROZEACYPBoMhSx+12w+l0Jj0nucolpSDiE5vNBoPBgDYJBK8QU1NT2L17N+666y58/etfx44dO9DY2Jj8D9OAY5aYAqY3JL/85S+xYcMGzJ8/Hzt27MC8efNkPSiEBmVmszlt/lNknIskBRIyiCY6lEojadBz3DU1NTCbzTAajZKk3HLPKZ4ck1bsKFkAE50TLTEVFl9KFnWxc+ro6ADDMDFjd3TxpfY50XPowuhhNc+JlmNrNBoEAgE+Ya2mpgYFOb0Y714v+jqJiCniMTXpncS9G3+F1/66F0x4OpyAvG1SqJTVl+CSm76Ps75+JkYHXseg46Y471ycmAIAFhWonf2rGb4IWq0WwWAQTqcTAwMDqvg4kWS9np4elJeXw2w2Izc3d0YksMViSakrT3s9kFEAooRS2sFOdE6EzKF9HYRjp1K78snOSSwanJaNq3lOxE/ObDbzm1AlSoNE50QTVDTpplQ9oQSpKkKi0SgeeeQRbN68GfPnz8fu3buxaNGiT41BZgYZANPrxmOPPYZVq1ahuroat9xyS8IobDGkqiiUA/q+pFWSdP2QyqgSQTzlJ9ls0qNKqSo1ifIzFArBYrHE1A8ulwsDAwOqnxM9HkWPXwmj5VM5JzLyRascSBqZWv5A8UYJabUYy7KqnxNdPwh9SVM9p3A4hA/euhPe0b9BrwvFWDBwLIsowyDKlaCm6QrMWfjtlM+JNO3o5ipdl6n9PQkbkclG6VI5J2H9QMYDpaq5k50TbWlCj4XGu6dTOScx2wO1bGDEzkmo/ieq+0AgAKvVmvI5Ca1niNcoPR2Rbr/QZD5SycCyLP70pz9h/fr1qK6uxu23344lS5Z8onXeMU1MEYyPj2PDhg148MEH8b3vfQ9r165FeXm5rNcgqiaPxwOz2ayKSbUYiLKHdIZ0Oh3cbndcb4FUQDpDY2NjKCsrg9frVdxlSgRaXZGVlYWsrCyMj48r6gYmA20oXVZWhsnJSQDqFF80aF8Yg8EAk8mE8fFxVYovIUjHZ3BwEGVlZZiamkpb9DDpjuh0OuTk5GBsbCzGo2Ck/1UMOm4W/ftExBSnqcQCyvx8eGAEd6+9H++++AE4hptOOSvLw4U/Pw/nX/JN/t5KdDxocgFOnJgixxMWrCTNiCaQ1AJNeBUXFyMcDs8gkNQAIbwcDgei0SgKCwsxNjbGG6CqGXtNF6zFxcWIRCJ8UavmM5AU4Q6HA+FwGEVFRRgfH1ctfIAGTfgWFRWBZVn4fD7VU7Ro0i0QCKC4uBgTExPIy8tDW1ubqudEI1UPHY7j8Morr2DlypUIBAK45ZZbcN5556VlvcsgA7UwOTmJnTt34vbbb8fXvvY1bNq0CXV1dbJeQ64Hm1LQ9YPRaORroqqqKjQ3N6uaBky88uj6gZA3VVVVqj7viBJBWD+0tLSovtYST8PS0lIEAgFEo1HVDKsJaBsMkohI6mU1TLhp0KOE6a4fCOHFMAzy8/MxPj6elvrB7/fg/f/sRND7MnS6KMBxiLJ5KK35LhaccIVq9xbtdRWJRPg0yXTVD4TwKioqAsMwPCmWbJRODkiDq6OjA8FgMKZ+aG1tVVXZSYdAkVQ9r9eblmfg+Pg4T7qVlJTA7XarGpxFQFs55ObmQqfTwePxKFLdJwMh3bxeL0pLS+HxeJCVlYW2tra0+YXSaiwlIREcx+Gdd97BjTfeiN7eXmzbtg0/+MEP0rLeycXnotIsKSnBXXfdhf/+97/o7+/HokWLcNdddyEcDkt+jby8PBx//PGYP38+ent78eabb2J0dFT196rValFaWspH2o6Pj6O8vFyVhAMhsrOzUVFRAb1ej5GRETAMg6amJtW9Fsg5lZaWwufzYXR0FMXFxaqTUsD0OVVVVSErKwsjIyMIh8NobGxUJUWNhkajQVlZGR9jOjY2hoKCAjQ2NqblnKqrq5GTk4PR0VEEg0HU1dWl5ZzKy8tRXV0Nv9+P0dFR5Obmor6+/uNCWaPskcEhlv+uqC7Hil3X4Bf3XAnLCU0447unYcuf1uCbP/xarBEllPHm5K/IOdXW1iIcDmNkZAQmkwm1tbWqFv/AdHxuQ0MDT6r4fD5UVFSgsrJS9UjgiooKPn1zZGQEBoMhLbHXWVlZaGxsRGlpKcbHx/mFt7y8XPVzIs85ABgZGYFGo0FlZaXq52Q0GtHc3IzKykpMTEzA7XajuLgYpaWlqp8T2cDodDqMjIyA4ziUl5erfu0B053Cjo4O7N27F3q9HkuWLEFzc7OsQsNut+M73/kOLrroInz/+9/HgQMHcP7552dIqQw+9cjPz8eWLVtw4MC04fLxxx+PrVu3YmpKvHkhhuzsbCxYsADHHXcchoaGsHfvXgwODkLt/i2JdadropKSErS0tKj+bMjKykJ5eTlMJhNGR0cRCoXQ2NioKikFTJ9TSUkJysvL+fqhoKAAzc3NaVmXqqqqePIrEAigrq4O1dXVaTmnqqoqBINBviZqampSlcABps+purqaJ4p8Ph+qq6vTck6lpaWorq5GJBLB6OgosrKyUF9fr/o55eQUYuHJq5BfsxNBZhEC3Fmobv0/zD3uUlU3wOSc6urq+JpIr9ejtrZW9XMyGo2or69HaWkpJiYm4PF4UFZWhsrKStXPqaSkBI2NjdBoNBgZGQEAVFdXq35OBoMBDQ0NqKiogMfjwcTEBEpKSlBRUaE6UVFSUsKPtI2MjIBlWVRUVKTtnKqrq+H1ejExMYGCggKUlZWpfk7EsJ/sOyORCMrKylQ/J2B6DNPlcmHPnj1gGAannXYaLBaLLFKqr68Pl19+Ob7yla/gi1/8Itrb2/GjH/3oU0FKAZ8TxRQNjuPw/PPP4/rrrwfDMNi2bRvOOecc2dI3omoqKCiI62skF2LeAizL8vPuarHXRBnjdDr5zlllZSVvyKhmMhStuCAqFZ1Ol9IscbxzEo451dTU8F0UjUYDq9WqKLVBCNqzhowEmUwmXoWhxEMhHkgkr9fr5Q0bibG1WrJhQHyOPj8/n5cNE4m53/s+Bu03ir9GwlG+Cixc+lcAH/tSEA+upqYm/t+EXlfD/a9gyLFK/E0nUEyxmkosWPIU781AZv6Lior485RqFC8FtFqKjHGGw2HeA0FpCp0QYqN0ZWVlvHmt0WhU5J8mBlo2TqTwHMfxxqNqqjhpiTWRjROlm5oxx7R/GzGg1+l0/GiGmt19WmVLFGZjY2NwOp0IhUIxY4upQA2fHI/Hg507d+KBBx7Ad7/7XWzduhVVVVUpva8MMvikwHEc3njjDVx33XUYGhrCpk2b8O1vf1vWBp+omjo6OlTt6NNrBXne6HS6pAmgckGUMU6nE+FwGM3NzaipqeHHltVMhhIbkzaZTPx4OW0ZkSrImJPP54upiWw2W9xEXSUQ+vDQNZFwlDBViJmNk4mGqakp1RTKQkNvUv+QmqigoABWq1UVNY6YXxVdEynxwBSDmGUCqYnkGMVLgZi9Bl0TKfF7igc6wZHU+aQm0mq1qk220GNnJSUlfE1EnlGVlZWqEebErJ34KdfW1vKq8kgkoprikfZvIwozk8nEq8JKS0tFU8uVgFbZkmuapPjJDcNJBKE3lhIfKb/fjzvvvBO33347zjnnHOzcuRMtLS0pva904HNHTBFEIhH83//9HzZt2oTFixdj+/btmD17tqybnPZAkZN4IYTQGFJMSTQ+Pg6bzYZIJAKr1apILUOPADEMw8+s0w8BhmH4hbesrEzxwkvLXePJnuWmL8RDMhNlmkhMRQYrJf2OHiVMpcBMlooiNCUki7Hca0IYIyv2OrTEvCh3CMbI3RAanwPJiam2E/4Y4+0kVAGKeV3pOBuGnfKJqTBThnDWzXELVZpcTEXCTl6HFKpi44HJIpelgjaqF7tflKYFCkHfL/n5+aKFqtIUGSHI/UIv6vT9IvSIU1qMSTG8FPqhKB2pEfoSCtcFemwxEonwBJXSZx/ZkCnxxopGo/jtb3+LTZs2oa2tDbt378bixYszPlIZHBNgGAaPPvooVq+eDsLYuXOn7Oub9jWqrKyExWJRRMbT3kTl5eVoaWmZseZ4PB7YbDbFfiFAYt8+AqlBOMkgJSyDNhNPpblKmygTjxphTUTGI+WkGgshJVSGJhdTISOS+ZIKG1G0p6kcCMkbs9k843WE/kXEvkEuaPIm3uvQXlekEal0/bPb7TN8wAjoml3ooSQHUgKJaDP2VBqRPp8PHR0dmJiYEL1flKYFCiFMAW9tbZ1RL6YaWkCQzNic1GdOpxMMw/DWK3KvCaFXs1iKZygUQmdnJ3p7e1MayY1Go3C5XOju7o7xNabfSzyvUbmg1wUl3lgsy+LJJ5/EunXrUFpait27d+OMM8741NZ5n1tiimB0dBTr1q3DI488gosvvhirV6+WzaxPTU3BZrPB7XbL8p/y+/1wuVwYHByUtBFSmhol3AhJYaWVJiSIqYkSkUBSHiTxIDd2XqlxIJ3oJzX9jjxISDyo1I2nXAN1JdG0QCxJSfyqknUZp6amcOCDv0AXvAM6nXZGMl98YopDIFSESc0KSd5OtDlrNLgPJcZHoREbIRQhpjiOA8NEMRUsQsPch5Lei0pNP+V+7mSRstvtCAaDsnwj5JKdtPljYWFh3BQ6sfdI/DS0Wq0khaHX64XD4ZBdjNGkvtiiLoQwmEEOEUu66cFgUJKJJ/1cluODR2/2pCS5ChsFRNEg9ZqQkvCV6Nivv/46Vq5cyaul5CpKMsjgswKv14tt27bhrrvuwre+9S1s3LgR1dXVsl6D7ozLSdIMBoPo7OzkVeNihBQN+jlMkrCkECxKNkL0c1iOqokkYHV2diIvL09SE0SpmbLc2Hk6Mp2oYqVsPIWJflJCZQiJ4Ha7efWW1GuCkJRSfElJg4aQCFJJN3qSQBgCk+i9kdpfTsOd1B1EjUwUZoneG23uLscHliaBpNyLdO0vh4wQkjdSPnfSiCSKPqlkhFB1n+xzFzYi46XQiYHsuYQBTvHg8/ngdDoxMjIiK4BLaGyeTOhABzvJVcrLFToIn8tSPWeFqafJFOrCRkFTU1Pc9HOx95iKkpbjOPz3v//FypUr4XQ6sWXLFlxyySWfmpG9ePjcE1PA9Jd34MABLF++HO+++y5WrVqFK664QjbbPTo6CpvNNiNVTwi6M69EJilMW7FaraKbOkL6OBwOxaMj9M2eiGAhD6Du7m4UFBTAbDbLGpGiDdKTkW70okTUGnK+K/pmT0S6CdVEclMKhaRbolQ2WpWkxEBdqNxJtACQQkUuQQIAo0Nvor/9OjBMFBzHQafTQaudvp4YLgc6TSwxxTAMWJZBKFqCuac8IUupxrIsDn70JMLjO6HRaI4k+FHvkyamOA5RhgHLHkn609Vi4bKnJB9LKDuPVxTQpBkpXuV0q+QQgvGSJqUiXrKeGOhROrHOYzLQqjBSjIktoMJOvVxjUlKMdXZ2wmQywWw2xx1bFEqs5RpeTk1Nwel0Ynh4OGEcOCmwlY7HCLuFiQgqukunNKnQ5XJh9erVeOmll7By5Upcf/31aUuMySCDTxMcDgdWrlyJf/zjH1i+fDmuueYa2de+2+1Ge3s7wuFwQvW6sDPf0tIi+1lHmh+EYIm3caJV40pGR6SqmujxtpycHH4zLGf9I0rvZFHtqSY308rVROm7Spp0QtBjV4lINzlrshikKHcIUlVq06r9RGN3tMIsOzsbVqtVllKbkBHEciFRTUXXaUqUalLr7FSVarRxeTIDe7KfI9eE3CkVOY1Isp8jo3Ryw16k7r1oEUV2drZsaxiyH3S5XEmV8rQJuBJrGDn78VTSm+Xsx9VI9RscHMT69evx5JNP4mc/+xlWr16tqrl8OpEhpihwHIdnnnkGK1asgE6nw44dO/DFL35RtmSOsKlC/ynhDZCqKWQgEIDdbsfw8HAMm5oKQysGIcFCk25koezq6pLN2oshXsQxMJO1T3WWmybdyMKt1WpnJLmlmuhHk27ChVtpJyceEnVdxPyq5F4To0NvYsC2HADAcSyiUQYAB51ODw650GkDR86ZAcMwPKHEaat4jyk5mPaYuhkMw4JhGGi12iMElQacJg8abhIMw4Bh2BgVF6etxoIlT8o+XiI5NhkzDIfDKcfnCosxmvSki08SS5zKLLxQFUYvvMTba2xsTBXPB6IK8/v9MV5htApAp9PxaiylEPp/0M8d+p5SQugJQT93hBskr9cLm80Gn8/Hj94oVR0Jvf+am5v5UWu6S5ebm6so1W9ychK33nor7r33Xnz729/G1q1bZaeWZZDBZx0cx+HVV1/Fddddh/HxcWzZskV26iQ9NmYymdDW1sYX/TQhpYaXSTgchsPhQH9/P+rq6tDS0sKvSXJV48lAW0bQI/C0ajwrK0vx+BCBcI2j1aWBQABOp1O2YjUe6DWOVtfQG0WpaqJEIHUjSTW2Wq1800RIHlgslpR8nMS8jug6OZENhFwQT1N6TSdrEmnSabVaSQqzRBAqgIgnaLLzVQK/3x/XF4qcrxreXolIT3qvmJubm7KHHV33EE9YspeQ2oyXikTPnVTIGyFo0lP43KHJm9LSUlit1pR8sOjnjpC0pKeiCHGfyjVBvP+EBBVtOWE0GhWl+gUCAdxzzz3YtWsXzjrrLNx6662wWCyK3usnhQwxJYJwOIy77roLW7duxSmnnIKtW7di1qxZsl6DlkgTpn1wcDAt0bkejwft7e3w+/2oqamB2+1OeaZVDEJDuYKCAvT39yvqnCUD/SCtrq5GNBrFyMhIQuWCEgh9jSorKzE2NqaqER8B/SAtLi5GdnY2BgYGZI1bSQVdnFRXVyMUCvFSeLkKMxpjQ2+h33ZdzL+xLAuGiSIcyYIpKwKWnX6kTKuppj87VlOOhUv/Jvt4w33/xpBz9ZH/43gSSqvVgmFzoIEPWq0Wep0OoK49TlODBUufUHSOQGxxUl1dDZ/Px8fnqn1P0WOiJSUlGBgYgNFolDzCIRX0wltRUQGtVssX/0qUN/EgLPirqqrgdrt5NVZtba1qzwm64M/Pz+efSfn5+WhtbVU1JnpychJOpxOjo6Oorq4GwzAYHh5GQ0MDnzKjBoQEVWVlJUZHR8EwDFpbW2UX/wzD4He/+x02btyI5uZm3H777TjppJM+tf4CGWRwNBCNRvHwww9j7dq1aG1txY4dO7Bo0SLF/lNlZWUwGo3o7+9HSUlJUhsDuSBhCl6vl1+TSPy50G8pFdCkm9FoRGlpKQYHBxWpxpOBVjXRdbKahssExNcoGAzya5KwgaIGhGP+dJ1MbCDUAt2cputkJQqzRKDH7hiGQVVVFUZHR3kvUDUCeAhoBRFdJ6vRpBOCbkSSOpkQemoEEBDQjUidToeysjI+eThVQk8IuhFJP5Pk2JdIBa3UpOtkJWqsRKBJy+zsbBQXF2NwcDCuN1YqoO1UKisrAQBDQ0OqBjgAMy126DpZqY/U3/72N6xevRoFBQW444478D//8z+fyTovQ0wlwPDwMNauXYvf/OY3uOyyy3DzzTfLugGCwSA6OjowODgIjUaDhoYGWCyWtPh4jI+P4/Dhw5iamoLRaMScOXNQXl6u+nFYlkV3dzc/dlJSUoI5c+akZRQkGAyivb0dw8PD0Gg0aGpqQktLS1o+v7GxMRw6dAiBQAAmkwlz5sxRJcVDCJZl0dnZCZfLBZZlUVZWhjlz5qhWQNAIBAI4dOgQxsbGoNVq0dLSgsbGxpQ+v7Hhd9Dffu2Mf+c4FlMBHYz6EDQaQK/Xx4zdcZpyLFBETL2MIeeamH9jmCgYhkWEyUKWIQK9PtbrCgA4bS0WLPmz7OPR8Pv9OHjwICYmJng5sZqLLY3h4WEcOnQI4XAYubm5mDNnjippgUIwDAO73Y6enh5wHIeqqiq0tbWpttjS8Pv92L9/PzweDy/RV2rynQiky3T48GFEIhHk5+dj9uzZaZEtMwwDm82G3t5eaDQa1NTUwGKxpOXz8/l82L9/PyYnJ2EwGGC1WmWZIXMch71792LlypUYHR3F9u3b8d3vfjfjI5VBBhTcbje2bNmCe++9FxdeeCHWrVsnK5GSKJr6+vrAcRxqa2vR1taWFh8Pj8eDw4cPw+v1Qq/XY9asWaok0AlBVN6kYVdYWIi5c+eq2lAlCIfD6OjoQH9/PzQaDerq6vhkMLXhdrtx6NAh+Hw+GI1GzJo1S5VkMyFIw4kQOUVFRZg7d66qRBtBOBzG4cOHMTQ0BI1Gg8bGRj7pUW243W4cOHAAfr8fWVlZmD17dlr3GURpVFpaitmzZ6dlnxEKhXDo0CGMjIxAq9WiqalJ9ti/VIyPj+PAgQMIBoPIzs7G7Nmz07bPcLlc6OzsBMuyKC8vx6xZs1Rr6NMIBoM4ePCgqvuMeBgZGcGhQ4cQCoWQk5OD2bNnq0r0ErAsC4fDga6uLr5OjmeZkyoCgQAOHDjA7zMsFosslR7Hcfjwww9x00034fDhw9i0aRMuv/xy1UjVTwIZYioJyJe+fPlyfPTRR1izZg0uueSShN0pMW+BcDiM9vb2pP5TckFLKhsaGlBXV8fP5qohbyQQm/nNz8+PSdRS62FOf37ELJT4xcg1SE8GerytsbERtbW16Ovr4+WhFotFlWJMLP0uOzubN/VUKzoXmJmK0tLSwiuoACT0ukqG8eF30dd+Df//xGyc4zgwXC5MxnDM2B1RMilVTA31vYzhI8QUUWYBGuj1OnDIA8t4eV8pnU4LQlBx2josWPK47OMBM2XjLS0t8Hq9sNvtfIdLrWLW6/XGxOdWVVWhu7tbVI6dCuiOHfH20Ov1iozLkyESicDlcqGnp4eXRE9MTPCGlmKJQEoh9MArLy9Hd3e36pHARMXU0dGBrKwstLW1QaPR8ClR6fr8yCjL+Pg4XC4XtFotmpubk25Gu7q6sHbtWrzwwgtYsWIFbrjhhrRsKjPI4FiBzWbDjTfeiH//+9+44YYb8NOf/jThRoQOeiGJdBzH8f5TYmmwSkEbgNfX16OhoYHvtqupDhXaGLS0tKCkpERREE4yiAXlRKNR0VHCVEEryMnnR1SpxHJDrc+PpN8RG4jCwkJegZHOz89isfAkXyQSUVXJJBwPrK+vx8DAAFwuFwoKCkSTe5VAmB5I6h/i9aiGhQcBbcxNagWiQItGo6Kp5UohtEwg+7RU0wKFICqcjo4OvlbNyclR1QKFQJjgbjab+fOMl/quFPTnRywO+vr6FHsax4Pw82ttbYXJZOITqOUYvycDPUFDfIE9Ho8kr1GCoaEhbNq0CX/84x9x1VVXYd26dWlpaB9tZIgpiWBZFn/9619x4403wmQyYefOnTjzzDMTxlAKzS7pUbj8/Hy0tbUp3nTS0blim6JQKASHw4GBgYGUFkMpKQlyU6/igcxI9/T0iKZ6CEcJpSbQiYEUeqRQEY630Z+fnGQSIcQKlXifn1LjaQJ6oU30+Sk1qQSA8ZH30Hf45wKz8Wlvp+lUvgA58xjvJ2grsej0Z2Sf02DvSxh2ro7xsuI/G00ewPliyDFixs5p67FgyZ9kHSuZsagwppcktCi51mkTT7HxSqVpgWIgo6rxin2hcbnSOG/SJXY6naKbJfrzMxgMKY2FJDO8pD8/OYkrYiBmx6FQCFarVfTzo5sDSsdqiI+U3W5HXl7eDB8pYXOgpaVlBsHn8/mwe/du3H333fjmN7+J7du3o6GhQdF5Z5DB5w0cx+Gll17Cddddh6mpKWzduhVf+9rXYtZjQgj09PSIbopoElvoPyUXPp8v4aaItoxIZSSbHiuJRqOimyK5qVfxIBy/tlgsop+fFIP0ZKC9hMTG2+gmQGVlJSwWiyJVhJT0u8nJSXR0dMDj8aRkCSD0V6S9mMh7IZ+fXq+P8bqSC2FCn9jnR8bukoXuJAMxCw8Gg6J1MP35peKnRtfBOTk5cT8/4p2VyHg7GWizdTEDfjU9ZkkSuN/vFzVbT+SfKgfJjM3pzw9ASh69yZ5vclPgEyFZ0JewOdDU1KR4T0juTzEfKWFzgPYaJQiFQrj33ntxyy234PTTT8dtt92GtrY2Ref9aUSGmJKJYDCIO+64A9u3b8fpp5+OLVu2IDc3F5s3bwYAXHnllWhpaUl4cyiN6AU+jmenjQ0T/a3UVD0hhElR5OES729p0za5xYQw0S9Z9yCRQXoy0ElbUubwlcYBy43pFet0SN20C00jk0U307G+JSUlslQ5Q31vYqDjmhlm4wDAsNkUMcWfGKIMA38wDxWWX8ryt3K73dj//h+Rw/0qJv2PxxFi6uNDfWzGzmrqsfjMpyR9fnQksBRvJzotKT8/XxZBKiyEkxFONIGVKFlIDPS1m6wQJikyJK2RNjlNBtrYXKvV8ql08T57hmHQ19fH+2oR3w2p1zqdVpKsEKbDAOT6lshN9SN+C3RMtNTCeXx8HO3t7ZJ8pAhBRWTbl1xyCb73ve/hiSeewPr161FXV4fdu3fjtNNO+0z6C2SQwSeNaDSKBx54AOvXr8fcuXOxc+dOVFdXY8eOHRgeHsa1116LlpaWhOssURR0dnbKJj2EdUpTU1PCv/X7/ejo6OAVBXLqFGFSVKLnfqIgnGSg6xQpfkukUeRyuVBSUpIwlVAI+rkvJeWY9mqS6xk4MTEBu92OqakpSX5VyRpF8SBsjFksloTrrNDrSk6dEg6H+SZxRUUFzGZz0nU2EYGVCDThJKXGJnVKIBCQlSotrFOS1dg0gUXqFKljd0I1VrLJi1QakX6/H3a7HSMjIzEhWPGQSiNSjrE5PSVCRtSk7mmE6c10iJgY6OtVLsEnV8RB9uAkmTDZHpwG8YMOBoOiTU4adINj48aNOO+883D55ZfjX//6F1atWgWTyYTdu3fjy1/+8jFX52WIKYUYHBzEihUr8Mc//hEAsHjxYmzatAnLli2T/BokondiYiKpWRxtvCtXTkiKCZvNxssT4yViCQ3Z5BqAyykmEiVrSYFQdZKomJBbqAghNQ4YiDXOlmtAn6ybI/xd4XignBFR2ni0uroaLS0tcYtf0tlx2V9BuenBGWbjQBxiivw9Uwwuf5MkA3FaNl5SMABd4B4IPaQAHEnl8834d5ZlMekvhq5oXcLPJNVIYLpbk4zgEy60iWKexUB3zpMZ2NMLrVzptrBznkyOTXfp5Kr9aIVaXl5eQkKVNuQlo3RyJMt+vx8ul0tS0lM0GoXL5VKU6kcIPofDISmAgl4D5Ka9BINB3Hnnnbjzzjt5z4Xdu3fjBz/4QcZHKoMMVMDExARWrVqFX/3qVwCAtrY2bNy4Eeecc47k1yBeo/TGMd7zgDbeVZJIR6fqWa3WuOuZ3OeUEEL1f6JROPK7LpcLRqNRdqIfnUqYTL1Oj+ErUcp6PB50dHTA5/MlVYXRChS5VgxCVRhRNcX7XVp1r6ROkapqIo0fkh6opE4htVuyz4Su35XWKXa7fUbanRjo+l3pnkbK2J0wgVuoJkoG+jNJRvDR17qS9GGS3B4IBJIS0iR4wePxyDY2FybrJSJUyfdqs9n4Jqec9OZgMIjOzk5JSnl6r6rE9sbtdsPpdMLtdicNoKDDvOR6mEUiEfzyl7/EbbfdBq/XC4PBgK1bt+Kqq65SLfDi04YMMaUAY2Nj2LVrF+6++24sWLAAPp8PAwMDWLduHX74wx/KlpfSLLSwWy6MKk/WOUsEMmrjcDhmsNBE4eNwOHjFBImwVIJExYQwejhZ5ycZ6Mh2oSpM6FeVykiPUCJNlCEEqRQqQiTquCSKoFUCuuMiJD1odVBBQQEqSoNw99wg+jqJiCkWZViw9G98gSDmgUCTh0Qd5B7dw3tMCcEhDxrMJKYAgNU2oLj+FjidTlEVGSFU1IgETtTtSnbNyIXQE42Ws9PXjBQ1USLQcmwxXyiiJpLapUuESCTCj3YQrxa68IsXYa4EiZQIZJTO4XAgJycHbW1timXhwudpU1NTTCdd6COlxEC9t7cX69atw9NPP40lS5Zg//79qKqqwoYNG/D1r3/9mOuiZZDB0cTk5CTuvvtu7Nq1C83NzdBqtbDZbFi5ciV+8pOfyB6Zoy0PhN1yYVR5c3NzSs9uMmqTk5MzI4Z+YmICDoeDV0zIUXYKQZMews0xy7L8GkJ8SVPxZqQj24VKDzG/JaWeUUJVmNDTdGpqCg6HQxXPHrq+EhJBhDzs6OiQpLpPBqGqSViT0zYPqaYH0s1ZYX0l9PBMxaaAXOvEHkC4lyA1udyJBzEIx+6ENTkhygh5mMq1nqgRmeiakYtkjUhhk7OlpUUxGZJMiJBKk1OIQCAAl8slqpQXTve0tbWllOpHP0+FNTmtmq2oqFBkoD4yMoLNmzfjsccew2mnncYTfOvXr8f/+3//Ly0m/Z80MsSUTPzyl7/EDTfcgFNPPRUbNmzAqaeeCpZl8cQTT2DlypXIz8/HLbfcgmXLlsmOeqQ7UPX19RgaGsLw8DBqamrQ3NysWiKAcJSwpKQEXV1dijpnyUAz7UTR5HK5VI8eFqrCmpub4fP54vpVpQLhwlBXV4fBwUHVzQWBmV5XxcXF6OzsRDAYlCVjlgK6W0gYfdLlJB0999hH6Dn4E9G/Z1gTdNqg6M9YlGHhsqcBzJzhb25uxuTkJHp6emZ09Gjz8xkQjPLR4LSNWLDkDzN8t2prazEwMBAznqVWegXd7SbflcvlUt2IFIiVszc1NUGr1fJFpdwuXSIIfaGampr470pJly4RwuEwv7koLS1FTU0N+vv7MT4+Lms8RQqE3i1FRUX82HIyibocCEdlmpqaoNFo4vpwSYHf78cdd9yBO+64A1/5ylewc+dONDU1IRAI4IEHHsD27dtRV1eHJ598Eo2NjSmfQwYZfN7w+OOP46c//SmvkDrrrLMAAC+88AKuv/56RCIRbN26Feeee66s9VfoP9XY2IixsTF+A9Xc3KxaSIHQ8qCyshI9PT0xHj1qddzpseeGhgbk5OTA5XLF9dVMBXSjoqWlBaFQKK5fVSqg1S85OTloaGjgv6tkCnO5EAaGkBCPycnJlPyoxEBG/EkDNTs7G06nU9J4mxwIFenNzc38d1VUVKR6TU6a3Xl5eaivr8fo6CgGBwdVr8mDwSBcLhf6+/v576qrqwtTU1Oy7FKkQNiIzMrK4ickUm1y0hA2IpubmxEIBPjGuFohWkCsx1xBQQHq6uowMjKCoaGhtNbk1dXVKCsr4/dPqfghi4EoUKemptDQ0ACj0ciPgSqpycPhMO6//37s3LkTp5xyCnbt2oU5c+YgEongN7/5DTZv3oycnBz86U9/wvz581U5h08LMsSUTLz22mvQarVYunTpjJ8FAgHs2rULO3fuxFlnnYUtW7agpaVF1ut7vV7s378fU1NTyMnJwfz581VJuxDDwMAA2tvbEYlEUFpainnz5qUl9pzjONjtdnR1dQEA6urq0NrampZxk3A4jAMHDmB0dJR/eNfW1qp+HGC6G7Nv3z7+u5o3b15aIuqB6dHRw4cPIxKJoKSkBPPnz0/Ld0XHpAIzvyv32D70HLxS9G+lElMEkUgEBw4cwMjISNzvaqj3JQy71oq+ZrxRPuBjYorA5/Nh37598Pl8yMnJwdy5c9OWXjE0NIRDhw7x39W8efNUSfEQgmVZOJ1OdHZ2AgBqa2vR2tqalg4K/V3pdDq0trairq5O9eMAsd9VdnY25s6dm1JHKxHo76q4uBjz589Py3fFcRz/XZFIebnfFWmArFu3DuXl5bj99ttFGyB+vx+//vWvcfnll6flGZFBBsc6/vvf/2JkZETUvyMSieC+++7Dxo0bsWjRIuzcuROzZ8+WtcHx+/3Yt28fvF4vTCYT5s6dm5bYcwAYHR3FwYMHEQqFUFhYiPnz5ytWqCQCx3Ho7OyE0+kEy7Korq7G7Nmz07IeMQyDgwcPYnBwkFdjpYuEF35Xc+bMUY0QEEL4Xc2bN081QoAGx3Ho6uriVffV1dWYNWtWWiLmGYbBoUOHMDAwwJuJNzU1qX4cYPq72r9/PzweD7KysjBnzhxZo2ByMDY2hoMHDyIYDKKgoADz589Py3cFgP+uGIZBVVUV5syZk7b7iv6uWlpa+Gaa2ggEAti3b99R+a7Gx8dx4MCBtH9XHMehp6eHTyasrKzEnDlzZN1XHMfh+eefx6pVq6DVarFr1y6ce+65M76DcDiMRx99FBdeeGHa9p2fFDLEVBrQ29uLNWvW4PHHH8dVV12FG264ISm5JJQeVldXo6enR5H3SDIIE/3y8/PTphYgI2ck/pJs0MQk5qmANlTOzs5GU1MTPB4Puru7U0pbEYPQx6C2thZ9fX2qjDUJQWJSSSeSKDtCoRAvd1WT8SepKC0tLbwKh/ZAUIOYIn5BDocDBoMBLS0t8Hq9ol5NyompJixY8vsYxVRJSQkfc6zE1yAZaKl8XV0dSktL4XK5FHmNJQM9vtrS0gK9Xs93PVMdmaAhNOU3m83w+XySgwrkQOjD1dDQgOHhYcW+cIkQiUTgcDjQ19eHmpoavuuZarKeGOgRFHK9dXZ2So5U5jgO7733HlauXInOzk5s3boVF1988TEp4c4gg88KxsbGsH79ejz00EP44Q9/iNWrVyfdWAmTm+vq6vj1SK73SDIIVaGlpaVwOp0IBAKwWq2qqQWEwRlk7Iis76mk6gkh9NVsbm6G3+/ng1zkGKQng1BtTaYY0qHCEXoLlZWVoaurK+UERDEQZTxRYxEVDoAZY4upgPbGAoCWlhbeA0jt2kFoOdHY2IiRkRFe1aS2spv2Zq2srER3d7cqFh5C0Oq2pqYmXokYjUaTBlLJBbGUIa9NRhfVGO2kIbRMaG5uxtjYGL+famlpUZxMKAStGq2srERVVRX6+vowOjqaUrKeGIiX4PDwMJqampCbm4vOzk4+VCKZNQ7HcTh06BBuvvlmvPfee1i3bh1++tOffi6bixliKk3gOA5vv/02li9fDofDgQ0bNuB73/vejAuTloVWVFSgpaUlZmFN5D8lF3TcpTDRLx3+Kna7nTcbpOWtqaTqCSEcNRKaXdMLfqqkkbBQEUqRk8W1ygHtOSEc5RSmi1itVllmokJ4vV7Y7XbRVBTh2GJVOYOxzmtFXycRMcVpyjB/yd9ipN1CiT/t1USKCc/oGxh2rYvzmvnQcJPiP9M2obhhZ9zxNjX9wGjvAeH1LExnJCN9qVwXdHoQ7T0gx2RSChLN/JNz7unpQUlJCcxmc8o+BzabDTqdjr+eCWg5dqpjzcnSXkjCkpJkPSESpa8S6bzT6QTHcTxBJfyuBgYGsH79ejz11FO45pprsGrVqrQpaDPIIAN54DgOBw8exPXXX4+33noLq1atwhVXXDFjM0GnRpWWls54XspJa0qGZD56StOTxSB8XsarHYqLi1MijegIdWCa5BDWDk6nU5JBejIIvXCEATR0ilyqY3Y0ySHmhUMS/BiGkW16LgTd5CQ1j1jtoIYdAN3kjFc7SDFjTwa6yUlU93TCL+2fmioRQZugFxUVwWq1itYOavmWxruehVYYqTYihenNtAgiGo3y94IaZGKiVD96Lyw3QVmIZD57dLIe2Qun4p0VL31VGCZGCCrhdTE2NoatW7fi0UcfxSWXXIJNmzalTT32WUCGmEozWJbFH//4R9x0000oKyvDzp07cdppp6G7uxs7d+7EOeecg8bGxoQsMSGN7Ha7Il8S2kA9WaIfnUilRGlEz9kmU4nQSQVySaNk5sxC0GbXcufAhYVKsvQwWmEid2afVmMli+klJvJOp1N2HDAwc9FOFJNKPBC6nHtRnnXv9HcqTOXjTNBpxImpCFsEJmejpEWbfl/F+b0whO6HWCofNPmACDE1ncpXDm3hzUk//1SKCeHn39raGpc0IIW13W7nrws5xQTtQZHsvkxWWCcDTX4luy9pBYAYsZ4McgwvaQWA3CJTeF8mSyalE6ukRIDTEPoFtrW1JUxrJATVG2+8gZKSElx66aWIRCK88fKXv/xl3HLLLTCbzZKOn0EGGRxdcByH5557Dtdffz00Gg22bduG//3f/8XIyAi2bduGpUuXwmw2o6WlJe4aTQdlGI1G2cmjdDMrWaJfqolUtOo+mV+VnFQ9IYhPkd1ul5QSK9xky00aJE1Oo9GYtLFDSCMloRxyzNqFibRWq1UWmUgruUmoTKL6n1aYJ0oaFgNN2iUzGxcLu5GTNE4+/2g0mvTzT9R8lXIs4jWW7POXe70KQVIROzs7Z4QeCSFsRJL3JfUalJPenGq4AH1fJkv1E/pCyfVyIx500Wg06QSQ2+2Gw+HglfJKkjWJX2BbW1vCZzuZHnrnnXfAMAyuvvpqaLVaPPjgg9i2bRsWL16M3bt3Y968eZ/74JoMMXWUMDU1hVtvvRW33norKisr0dfXh1NOOQV33XUXrFarpNeQm+SUitKANrNMFnEMxN7gwmSCZJCzOZUbZy/2t2RzmkxpJLdQEf4t2ZxKIY2SqbESIZFiRwx0N0bug39k8EP0HboCDMtCp9MeuSamPw9RxRTHIcowCARzUdn6K1kPfq/Xi33//R2y2Yeg0+mg1cZefxzyocHHxBTHsWAYBhzHgdE0Y/EZf5J8XdDFRLIihyaZiMJHznUhVuQkugZJ1zk/Px9Wq1WyYkZuMUFfR3JJaXoUWco1lQopLbfbNTk5CZvNhsnJSVmktNC4PFmkMjC9WWlvbwfHcTz5JfW6eOihh7Bt2zZwHAeO41BTU4M77rgDZ5555ue+UMkgg88CwuEw7rnnHmzcuBHFxcUYGhrCvHnzcPvtt+P444+X9Br05pQoShKt5/QGX67SgN6cJmtOAYlV98mQSJkhBjrgQ25KtBzSSNjklNM0okkjo9GYVIGWStMomWJHCHq/IFeZRKvXpazn9GSC3DFH0nAaGxuTpF73er3o6OiA1+vlm4lSrwuhXUWiWiAVxZpQ1ZSsQUqTXyaTCVarVbKvJn1N5eXlJQ0AkEN+CSG0MUmWcp4KKS1Mv0wkqCC/T8Ye5ZLStKCC7F+T7Xfb29sRCoVkKVw5jsOf//xnrF27FlNTUzAajcjPz8euXbvw1a9+NS2+y59FZIipo4SxsTHceuutuPvuu1FYWIjx8XFce+21uP7662XP0/r9fthstrj+U8Lo4VS8WeiIY7EUA3okKhVJJD2eRsyVaYNJoY+BlE1iPAgVDcLNfiqFihDJxhZp1U0yNVYyCD2OhMUBISq6urpmxN1KxaTbhs59P5omf5goOI6DVquDTqcDw2ZBpw0d+U0OTJThCSxoy7Ho9Odkn9Ngzz8x7FqHaJQBwMUQVDwxdYT8YlkWOt30e+F0Ziw47beyjiWUhQvHQoFphZXNZkvZ40voiSCUSAvvBznklxBCFZ5Q1URfg3LJLyHoMRKxYkI4859KVLTb7Ybdbo8bex4KhWC32zE4OChp0xUPQjK8ubl5BnlO+0gl6wjGO8aHH36IFStW4KOPPoLBYEB9fT02bdqEb3zjGxliKoMMPgOYnJzEnXfeidtuuw3Z2dkYGxvDFVdcgZtvvln2yFwy8p4mD1L1ZklG3tObxNraWt6bSAkSjfMAsU3OVMaphUqj1tbWmNoqVXULjWSkEfHGcjgcspucQtDruRhpRL+XwsJCWCyWlNZz8r0Lx/+E70WN9byjoyOuep1W0gttDOSA9r7iOE6UcCLkV6oeX7SqiRBO9HNAzXHNZI3IZPeDHNBkuNgek74GUx3jpfeYRClPf++0ZYIUwUY8iHnlCUlPMk1A+wnLHeNtb2/HypUr8frrryM3NxdFRUXYsGEDvvvd72Z8Q48gQ0ylGX6/H9u3b8edd96J0047DRs3bsRJJ52E//znP1i+fDl6enqwYcMGfOc735F9UY6Pj6O9vZ33n8rPz0dnZyc/o6tW9LBQYt7a2gqDwRAzHqiWEaSYB0w0Go3ZgKoVGy9UiBBjZzUKFSFo0qi+vh6NjY0YHR3lTTzFSBClEHog1NTUoL+/n++oyB35i3ltdwc6913M/z/HsTxpxCIHWYYIGIYBw7DQarXQHxn5Y1GChcuelX28wZ5/YqRzA4Dpa4NhogA00Ot14FAAjnGLqreUEFMEQrLQarVCr9fHdGPScQ2WlZXBbDYjGo3CZrMhEAjAYrGoZnAvVDU1Nzfz14oUBaEckM76+Pg4byZOpMxqBx+QYoKM3VVXV/NBCGpGHdM+J8QXqqysjC/MlXqbDA4OYtOmTXxE/Zo1a2AymfDAAw9g+/btqKmpwY4dO/ClL30p5XPIIIMM1Ec0GsWuXbtw6623oq2tDZs3b8aZZ56J/fv3Y/ny5Xj//fexZs0aXHrppbI307T/FCE0urq64vpVKQUhamw2Gz/unJubGzMeKHesJtGxhB4wWq1WlSanEGIKEdK0IGostczFhcbYLS0t8Hg8CUkQpaCJGqLyGBoaikuCpAJimE7CVkg4EyEe5I52xQO5Bmkf0pKSkhneo2pcg0Ky0Gq1Ijs7Gw6HQ9TDMxXQRA1pRGq1Wp4MJgofta5BoR1IMBiEzWZDJBKB1WpV7RoU87MjBKPawQfkPiJjd/X19bwNghKLm3iglfLhcBjNzc28wT1pqCoJ05qYmMD27dv5sIzNmzejuLgYv/3tb7F582aYTCZs3boV3/rWt1I+h886MsRUmhGJRHD55ZfjiiuuwNKlS2N+xrIsHnvsMaxatQrV1dW45ZZbcNJJJ8l6YAhjX0tKShJ6mqQChmFgt9vR09MDjuNQVVUFq9WqWtoFjXA4jPb2dgwODkKj0aC+vh4tLS2qJWXRCAQCOHjwIMbHx/mI1MbGxrTIKr1eLw4cOACfz8c/uNVKxxGCjh42mUyYPXt2SmbYADDptqNz3w9n/DvLsvAHNDAaItBoNNDr9THHUYOYIpgmvhhEoiZkGUPQ6/Qz/K44nQULTvuN7OPRiEajcDgcMdd7W1tbWlIyQqEQ2tvbMTQ0xF/vFoslLR2UqakpHD58mL/ezWazqqmfNNxuNw4fPozJyUkYDAa0tbWlZOwbD0TVRDZwWVlZmDt3blpivUlBS0ZF8vLyMG/ePNlFUTAYxL333otbb70VZ555Jm699Va0trbG/I7f78f999+P/Px8XHHFFWqeRgYZZKASOI7DlVdeifPPPx9f/vKXY9c+lsXTTz+NG264AUajETt27MAXvvAF2XVef38/34gsLCxM6GmSCliWRWdnJx/MUFZWhra2trTEq0ejUXR0dKC3txcAUFNTA6vVmrY19tChQxgZGYFGo0FjYyOam5tVS1Cj4fP5cOjQIbjdbuh0OlgsFlWT9Wi43W4cOHAAfr+f9yZTi3igQdbYw4cPIxQKITs7G3PmzFGNeBAeq6+vj/eQKigowJw5c1QhHoQg5tUul4u/3mfPnp2WfU0kEoHdbo+53kmjX20EAgG0t7fz13tTUxOam5vTUlNOTk7i8OHDMdd7fX19WvY1xC5hamoKBoMBs2fPVi2FmgZpRLa3tyMcDiM7Oxtz586VrTKLRqN4+OGHsWXLFsyfPx+7d+/GokWLYt5vOBzGI488Aq/XixtuuEHV8/gsIkNMfQowOTmJnTt34vbbb8fXvvY1bNy4EfX19Un/LhwO89LNkpISGAwG3jDObDYrllqLgZZulpeX86xyKiMy8UDLhysrKxEOh2N8CdR8sNKmiJWVlfD5fAgEAkm9rpSAnm+vqKjAxMQEWJZVtYsGfFxA2O12sCyL0tJSjIyM8ERYKpt1n8cB10c/iPk3liVEkRFZxihYloVGo4FO9zE5pRYxRY6l0WgQZfOgxWSMMosgVWKKjJyRe0un02F4eDhluboY6C5reXk5WJbF2NiY6pHUQKyxeVVVFQKBAO8Lp2bMMTBdnNtsNng8HlRVVcHr9fJjuHL8QqSAHjkuLy/H+Ph4TPKjmvcxURVwHIeSkhIMDw/DaDTCbDZLCjpgWRbPPvssVq1ahdzcXNx+++0466yzMuN6GWRwDCMUCuHOO+/Etm3bsGTJEmzdunUGES2GaDTKd+vz8/ORk5ODwcFBlJWV8SoPtUCrLUpLS6HX63mPUjpVVA3QlhMVFRVgWRajo6NoaGhQnTCigzOqqqoQDAbh9XoleV3JBVEXTU5Oxqx7ZERSzec8GQMLh8OoqKjA2NgYAKRkPyEGevwNAEpLSzE0NMT7ZKrZAKJ9OE0mE/Lz8zE8PIz8/PyUU+GEEFoqmEwm/t5SYnWRCLQ6vrS0FFqtFiMjI6qqwAhoH9mKigowDIOxsbGUkwnFQPsRV1VVwe/3Y3JyUrbXsBTQI8eVlZVwu928qklt4pf2kSovL+fvLWGaeDxwHIdXXnkFK1euRDAYxC233IJvfvObGR8pCcgQU58idHZ24qabbsKzzz6La6+9Fr/4xS9EH4z0LHFRURHMZjP/sPb7/ejo6MDY2JgqRA6duiU0u/N6vbDZbPD5fLKT7sQgTJWhZeMkaUFJAooY6EKFluzKNUiXAlqCSo8iCtM+Upn5JqANQ2lzR3pEsqCgQLHslSam6DE+nU4PDtlHPKY4MMy0ETkhjVhNaUrElHCMT6PRgtPkQ8N5+dFBnVYLnf7IOJ/eivmnPir7eLQngHDkjA4TUIM0SuRLQc/Vq0EaJTI2p5MJ5SbQiYE2vKQ/J9rTIxKJoKWlJWXylybampqa+Jl/uamdUkD7SJnNZr4QYhiGHx3MysqC2WwWfWZwHIf9+/dj5cqVOHDgADZu3Igf//jHaenYZ5BBBp9ODA0NYc2aNXjsscdwxRVX4KabbhI1KxYaZZOxJiC18AgxCP1pzGYz70skNBVOlcihvbGEnodygnCkgDblFia/Ea8rkt6V6vpAbCBoE29SU6rlF0lA15S00TNN6mRnZ6O1tVVWsqMYSEM1FArFrNk0qVNYWAir1ZqSooluqJKxR0Ku0fWLFNNtKcciY3wGgyGGXEslHEgMidKzhQbfatWUxMaAJtdIE54kaapRUxJzfSG5JrRXUKOmtNvtfIIgmZ5JJQwrHmiirampCY2Njfy9NTAwAKfTCZ1OB7PZHJf87ejowJo1a/Daa6/h5ptvxi9+8Yu0KPCOVWSIqU8ZOI7DG2+8geuuuw5DQ0PYtGkTvv3tb0Or1WJiYgIvvvgiysrKkJ+fD7PZHJfIkBOZKQayEPT09KCkpCSujwF5MNhsNmi1WrS1tcnuntCFSqJUGaF5n9w4ZSCW/EqUVCg0hFZC5ExNTcFut88gv4SgPRBKSkoUGQVKjcOlFxMl6h+fxwnnh9/jjc9pM/JY83NgmqCaJo0YrhgLlz0rW8XXcfAJTA7uBCG/6AWH0xRAw3mP/M+RYx3xm9IaZmHBEumKKSEhmShFhSaNyGctZ4EXFkWJ5vBpQ1AlC7wwHbK1tVXUCJWYcNrtdoTDYUWkkVTDS6FXk9QOFA2hiXq8mX86WdNgMEhWNdGIRCJwOBzo6+tL6CNFbyR1Oh3cbje++tWvQqPRYHh4GJs3b8bvf/97XHnllVi/fn3KJHQGGWTw2QTHcXj//fexfPlyHDhwAOvWrcPFF18MvV6PqakpPPfcc6isrITJZILZbI5LZNBEjtVqlW0LQKuxCgoKYDab49ZUyUzLk0FpTUnSTeVASU1pMpkUETl0TZnIGF6NkBElNaXc5DUC2qs0nTUl8HGd4/f7E6bl0ZMbQqJRKqQmNtKkkRK/KTlN7lRJIznG5qk2IoXhUfH2RkKvplRqSpfLlXBvRBqRZPz4aNWUWq0WAwMDOP/886HVauHxeLBjxw488MADuOiii7B161ZUVVVJfg8ZTCNDTH1KwTAMHn30UaxevRr19fVoa2vD008/jVmzZuGJJ56QRP7QBpO5ublxN6U0otEo3zkTSwuLBzHT8mQ+V2LGz1K8sYSLrhRzY6mFith7jNcViAfa6DwR+SX2HkmnRqp03u/382aNcmS6dCdR6jimz+fDoQNvQOtbcyT9TgtiNg6IEVNHwHHwh3IxpVsledElqSjjQ/9GRe6fefIr5mVpYoo/1HRaoMdfg6a5d0qKjCVjYHJHOCcmJtDR0SHLQFVOjDV9TuTvpHaF6KIIAF/cSzmWXNKI/I1cw0u6A6XX6yWRRmKmuVKeT7SqyWQywWKxoKSkJOGxyEbC4XBIfqYB08/Qv//977j88sthsVhw/PHH46mnnsKSJUuwa9cuzJo1K+lrZJBBBsc+WJbFU089hRtvvBE5OTk48cQT8cwzz6CsrAzPPvusJKJJ+Pxta2tLSnozDIPe3l64XC7k5OTwz8NkIN4/JMSira1NUk1Jk19yakq5z18h+WWxWNJWUwoT6ZTUlFKNlGlCRo6KR1hTSiFyaBWy0ppSqvqHqPHGx8dlETKEoBsbG+NJo2R/JwwFklIbAh/XosKJh0SgiTYlNSUh6KTUlEqmSZQ0Imljeo7j0l5TDg8Pw2azKa4pk6ma6GMRz1C5NeWePXtw0UUXoby8HEuXLsXTTz+N2bNnY/fu3Vi8eHHGnkEhMsTUpxjBYBB33XUXNm3aBL/fj9NOOw0PP/ww6urqZL1ONBqFy+VCd3c3qqqqYLFYZixOiWTjckD75cRTF9CFSmFhYcwoohxIiYOnJepyChUhiLyTjgkVLoR0oZKK3JherGkpqfDcScEhFtcqFfSiGy/mnibayku10EyuAk1IEcQlpgCwKEbj/N8l7YrRRVFDQwOy9e2Y6N0m+prTo3yToj+LsC0IZ/0M4XAYZrNZlMihixul0mahn1e8RVdpUSQ8Fj2eFs9HQo0RWzqxxmAwxE2NpL2dLBaLIiN/sgFJRhrRBVhra6siDw1a1ZWXlweLxSK6iSM+UgAUdexZlsWf/vQnXH/99ZicnMSiRYtw77334uSTT5b1OhlkkMGxjWg0ioceegg333wz3G435s+fj0cffVSS/xQNWl0Qz3+KHlVPNHYs5T0nUxcoJb+EEMbBi/mniqWeKa0pHQ7HjJEh4bl3dXWhq6srpUQ6Ya0jpshRa4RNSq1D1+6p1JRSlFb056xU+QTEKsrjETlKmrBiIEQO8QsTI3KESYlKRmxpy4NoNMrXr8J7lLYWSKWmJKQRgLiWB7S3k1TCTAipjUhaBao0lVr4nCNppsLXmZiYQHt7u+K0Qo7j8I9//ANXXXUVRkdHYbFYcO+99+Kss86S9X4ziEWGmPoUgjj0b9myBcXFxdi8eTPmzp2Lm266Cf/4xz+wfPlyXHPNNbIXDTH/KY1GE7MpTCQblwP6oUkID47j+GOlQn4JIfbQ5DhOlUJFCDEPBJZl+UKlqKgIFotFtkRbDPRsP9n004q2VIg2IWi/BdJ1IYRmT08PHzsLZgyOD/6f6GskI6YWLntuBpFDRgJIF7G3tzdGmdbf/TzGujaLvqaYYoqHfhbmnfIQhoaGYLfbodVq+fE8UoDJ6SImAz2ep9frec8CUoANDg6qZmZOL7qEyCktLY3xHVEr6jje5oKewycFWKpm5vTmghidFhUVzfA4UVKACRGJRHhynPbpow3baR8pqeA4DocOHcLKlSvxwQcfYP369bjwwgtx55134u6778YXvvAFbNq0CYsWLUrp/WeQQQafbTAMgz/+8Y/YuHEjOI7Dhg0bcPrpp2PdunX405/+hJ/85Ce48cYbZdcSdMOOPJvJyIkcJYEUiK0DGo2GH3UhoRCp+nQCseRKvPqVrIWpgl4H4tWvVqs1Zf8m4GOzdJ/Pl/b6VUwdzrJszAi+UqJNCNqYnRyLJOB1dXWpZjAuJHLo+pX21VQjtEZoAk+InHj1a6rHIo1Iun4l1gL9/f0JrQXkIF4jkng7JWr+KzmWWCOSPLfU8s0D4gsu6OeWUi9mp9OJNWvW4KWXXsLKlSvx4x//GA8++CBuu+02HHfccdi8eTOWLFmS0vv/vCJDTH0K8fjjj2P9+vXYuHEjLrjgAn5jxHEcXn31VVx33XUYHx/Hli1bcN5558lmricmJnD48GEEg0FoNBoYjcaEnjqpgER7hsNhcByH7Oxs1QoVGmRxIooKjuP4jbTakfG0zJRlWbAsyxcqavvGkI4GSQFjGIYvVNQoioTHInPq5FjE1JIUx35fHxzvf1v07xnWCJ02LPozQkzx/39kTpuQRpFIhCfa6KIoITGFAmgQj5iajfmnPsQfi4wfkGMRub6aqSvAx0QO2QBEIhGUl5fDYrGoHrdNd8gNBgPC4XBaUgOBj1WOnZ2dMBgMCIVCfPdabVNHonLs6uqC0WhEKBRCTU0NLBaL6jHiJNm0q6sLJpMJwWAQdXV1MJvNsguwsbExbNmyBb/5zW9w2WWXYePGjTHPnqGhIezcuRNPP/00Dh06lJaI6AwyyOCzgVdffRUXX3wx1q1bhx/+8If8JozjOLz77rtYvnw5Ojo6sH79enz/+9+XvXHyer04fPgwfD7fkdF7nSLvFSkgCVZ+v3868OSIIkLNtGECUr+GQtNNsKNVvwKISaFLd/2anZ2teuIdORYxY2cY5qjUrx0dHUcCbBjel0jNdD1yrGT1q1qgTeY1Gg2i0SiKiookj/vLPdYnUb/q9XqEw+GjWr9WVFTAYrGkvX4Nh8Nxp4eSwev14tZbb8V9992Hb3/729i6dWvMFJPb7cbu3bvx0EMP4dChQ6pfe58HZHILP4U4//zzsX//flx44YUxpJNGo8GZZ56Jd955B6tXr8aKFStw9tln4/3334dUfpHjOASDQT4xjWVZ6PV6mEwm1Rd1juMQCoXAsiw0Gg1vlp2VlZWW2dtIJDLjWGpvZAkYhuH/m+M4vhg7GsfSaDQpK0bEwHEcfx2Rz1Cj0cR+Vyp/b8LrQLXrQvAywvOgz1VNkO+GPhYhL9NxLL1+2hCenM+02TyT/I9lQqvVwmAwxDyPotFoWo5F7lvhsSKRiOrH0uv1yMrK4pP8gGmyimxEpCAcDuP//u//sGDBAnR2duLdd9/F3XffPWNDUVlZid27d2dIqQwyyACnn346Ojo6cOmll8bUDhqNBieeeCJeffVV3HHHHdi5cyeWLVuGN954I6U6T6fTpa3OC4fDYBgGGo2GP1Y66jxyLPI5kNrLaDSm5VjRaJQ/FsuyfJ2XjvqV1AjktdNV5wGIuY7If6czxv5oee0I6zyWZdNa59GiAVJ/peNYpM4j/88wDKLRqOrHInUeqYcI6ZauYwlrr3TVeeR5lEqdxzAMfvOb32DRokV488038e9//xu//vWvZ1jrFBUVYdOmTbzaMQP5yCimPsNwu93YsmUL7r33Xlx44YVYt25d3AQA0iVxOBxgGIY3UGZZNqn/lFwIj0W6dOk6FhkNI8ciI29ExqumtFbMT4geeTsaxyJ+C+k6lsViiStP5pgJ2P97vujrSFFMqTrKl1AxNQfzTnmQN2sUHov2UlDrM6SNIa1WKz82SEz3j8ax1PAdi3csAHyyDAkTOFrHIsavah/LZrNBo9HwPlK0yWyyY3Ech3/961+46aabwHEcbrvtNj6FL4MMMshADfj9ftx222249dZb8aUvfQlbtmxBU1OT6O8SU2OHw4FgMIjm5mbU1tYCQEyMfGtrqyrPUBILT45FxtDkGonLPRbxqEzHsYBYPyH6WGQMLV3HErOHSMexQqEQb3jNsmxMCJFa6hjiCZnuUT7hsWjbC+F5HY1jpeIFFu9YtLF5us+LPhYdJqDmscS8nehjqfkZ0sci3qT0fqO8vBwtLS1xlW4cx2Hv3r1YuXIlRkdHsWPHDnznO99JK5H7eUeGmDoG0NHRgRtuuAEvv/wybrjhBlx99dX85pfIQPv6+vjFKJ7pdKozt8KiSMqx4pl7S4FY8ZDoWKl44RC/p0THIsaH5FhKzLSB2LS3ZMdKxWRRzrFI8l9NdS6iY9dB3Pw8MTFFzM+npqbimnLTx2poaIBJfxju3u2ir5nIYyqKVkRNV0s+Virz87RHhNRjSU26EUKKsTl9rFR8rWjvNinHShSVLedY8cw1/X4/nE4nhoaGUjoW8Q8hhv/JjlVTU4Oqqip+zIHjOLS3t+Pmm2/G22+/jbVr1+JnP/tZ2tSZGWSQQQY9PT1YtWoVnnrqKVx99dW4/vrrY8fe+/vR19eHqakpNDU1iXrx0f5TDQ0NaG5uVlQ3uN1u2O12TE5OxvX9kxJOo+axiJl2qmu53W5PmMAmxSBdCqSkvdGNklTWcq/XC7vdntCQnD5WKt5FUszP6WOl4vPp8/nQ0dEBt9v9qTuWnPREIegApHj7saN9LDUakWI+x+k6ViAQgM1mk3ysyspKVFdXxyjdu7q6sHbtWrzwwgtYsWIFbrjhBtXHJzOYiQwxBaCzsxMrVqxAXl4eVqxYgXnz5n3Sb0k2OI7DSy+9hOuuuw5TU1PYunUrNBoN31275ZZbJJkGK00pmJiYgN1uT1gUif2NzWZDKBSC1WqV7H3gdrvhcDhkx7cqSQ+TUqjEOxYxmKytrZV0LLKg0wtfsqKRNmOPRyyJgSyyExMTkkk0j8eDQwffgjGw6oiMOfZzYFkjtGLEFMfBH8rGlG6N5GORom186GVU5D4x41hAHGKK4xBlGHimalE361ZJhJ2Uok0MdKqOVHKQLtrIZyHlWEqMzScnJ2G322V9x+RYxLBdapE/OTkJh8OB8fFxNDQ0oLGxUVKxrqTI9/l8cDgcGB0dlWXyTqcOyTnWhx9+iAsuuABf//rXce211+KRRx7Bww8/jIsvvhibN29GeXl50mN/GnEsrHsZZCAVx8L1znEc3nrrLVx33XXo6urChg0bUF1djc2bN8NgMOD+++9HQ0ND0uea1+vlPaHkJF95vV44HA5+TZFyrMnJSbS3t8tOiVWypihND1OyptBrebxEYzFMTU3B4XBgZGRE8rFoUkROAIiS5htdG8ppUtPpd1JJNJ/PB7vdjvHxccU1itRj0eb55HOXciy6RpFK2Cn5joHYGqWmpgZms1nWseQ0Pem0S6nHUtr0JAqlnp6euMmaYsdS0oiUkkIvRCAQQHt7O775zW9i6dKlWLlyJZ566incc889+OY3v4nt27ejoaEh6bE/jfgsrnsZYgqfzS8uHqLRKG6++WbceeedYBgGF154IW699VZZ6XfERLCjowM5OTkJjQrJpt7tdksuVITHGhwcREdHB7KystDW1hbX1Fvp5pc+FjFiNBgMaG1tjfu5kEVM7uaXPhYxmNTpdPxYkhhSVbiQ8Th6BCqeESi9oCvpigX8Q+h49xuIRhkAHHS6j2ffGdYAnZaeDyeeRywYrggLlz0nq1PFcRxsB/6EqeFdM44FAJymEBrOM+NYOp0WGuMCLDztV5KPBcSmyBCZu1ihSS+y8aKyk4GMJSRSqgGxsdxKjSFp0piMW4gVmkKZvVjceDLQ3e1EJB9tfFlSUqLIyNPj8cDhcPAkXzwil2VZ9PT0wOl08galco/1yiuv4Gc/+xlcLhcaGxvx2GOPYcmSJZ/psb1jad3LIINkOJaud5ZlsWPHDmzevBmhUAjnnnsu7rzzTlRXV0t+DbpG0ev1SeshJZtf+lgjIyOw2WzQarVoa2uLa+otrIeamppk1w1io+5iz+pAIACn04nBwUHFahpyLIZheLuAeLVXqgoXUqPQ41Zix6IJDqWqEzoVmoziiR1LWA8pCV+hm7lS6yGlptxut5tX7hOST+xYdD1UWlqqaIyNbmwnIhTpROLi4mJF9RC9F0vU2KbrocLCQkWG7VL3YrRxOzG9l5v4KCSNGxsbRZ89HMfxgUo5OTloa2uT7fH03nvv4aqrrsKBAwdQVVWFBx98EF/5ylcydd5RRoaYwmfzixPD+++/j7Vr1+KVV17BlVdeCZ/Ph9/85je46KKLsHbtWlRUVMh6PXoREG7A6YdFKqNJBIk2xWqNC9HHircI0MRNKvJYAuEiYLVa+Qcz8elJpXgQHossArm5uTGEIl08VFRUwGw2K/IRCAXGYHv3a0eOx/CGpzqdDiyXdYSY4qbJqCPGq3qdDpymGAuW/V328fq7nsNY99YjiS5RABro9TpoNFreY2o6WYaBRjN9LGg0gGE+5p/yS9nHI+QlSQuk037Id+lyuRQvssJjifmIkWP19fXB6XQmJYelHouOVCYec8Q4naTZmEwmtLa2ppT4GM8PhBxLKjksFePj43A4HDOIt3g+UnLP5d///jdWrlyJcDiMSy65BC+++CLef/99rFixAtdee63qKTxHC8fKupdBBlJwrFzv7e3tWL9+Pf72t7/hkksuQVZWFh588EGce+652LRpk+zOPt0kEPoZCYmb5uZmVeshelMsx99P6rFIPZSXl4fW1lZ+o0q8H3t7e1OqhwjoTXF2dnbMGkq8c9TyBCLrtcPhmLGGRqNR3puK1LaprE90PaTT6WCxWPhEbYZh+HpIWNsqPRbdYLVYLDzJx7IsnxaXl5cHq9Wqaj1Ek3wcx/HXjfC7VIp4TU/SmLfb7arWQ3a7nZ+iIKpBOc1yqUjUiCS1F8dxfO2VCsFDNyIJQUWIN9ofi/hIyTkWx3F4++23ceONN2JgYABXXnkl3nnnHbz88sv4+c9/jhtuuCHl7+WTwmdx3csQU/hsfnFCbNy4ETt37sRVV12FlStX8iTU4cOHsWLFCrzxxhtYuXIlfvKTn8gmdWifptraWoTD4Wm/IRUKFSHokSVizDg4OKia6TGNcDgMh8PBzzJrtVr09/erarxHQMtmKyoqYDAY0N/fj5KSElgsFlU3tzShWFZWhpycHPT29qKwsBAWiyWlpIhQcAy2d74W828kCY5hDTAaGD4ZUaf7OL2GRREWKiGmOp/FWM82/v9pMozhCqCFh0rCoxIsjQsw7+T7FZ4lYoghk8mEsrIyDAwM8Au6mnHRLMvGFJoVFRUYGhpK2u1VAlIIkejhyspKjIyMyB7dlXosmnirrq7G2NgYAoGArPERqccinnPhcBi1tbVwu90J/bGSoaOjA6tWrcKePXuwatUqXHvttfyz8+WXX8bq1atht9uxZ88etLa2qnIeRxPHwrqXQQZScSxc7/feey+WL1+Oiy++GGvWrEF9fT2AaS+Um266CU8//TSuvfZaXHfddbLrF3pkqaamhidAKisr0dLSompcvFDRk+7aixBDFRUVMBqN6OvrQ3FxMSwWS0pkihA0MVRaWors7Gz09fWhoKAAFoslJTJFCLrBWlhYiIKCAvT19SE7OxtWq5X3RFQDNDGUm5uL4uJiDAwMwGAw8PWQmsfq7++Hw+GIqb20Wi1PpqhZN5DaS6fTobKyEkNDQzFhOWoea2hoCA6HAwBQVVWF0dFRhEIhWfYiUo9FE281NTUYHx+H3+/n1W9qmXcLG5G1tbXwer3weDwwm82Sx2mlgp4AqK2txdTUVEJ/rGTo7e3FunXr8Mwzz+C6667DypUr+WfC22+/jTVr1uCtt97CP//5T5x88smqncfRwmdx3UtPvn0GRx3f/va3cfnll/MJLASzZs3CM888gxdeeAHXX389Hn74YWzduhXnnnuu5IcF6RqwLIvu7m5+gaivr1dd4kgUG8D0A0Oj0aC5uRktLS2qH8toNMJqtUKj0aC3txcAUFdXh9bWVtUTF8gCrtPp0NnZCY7jUFNTg1mzZqkeCazX69HS0gK9Xg+HwwGWZVFRUYE5c+akHFOvwczPZZoUAqLBaaWUVqs50slQX/467TWlAcNMx8qajBrodfpplZTgnaZ2HC3q6+uRnZ2NgwcP8p26efPmqVrIkmPV1tYiNzcX+/fvh9PpRHZ2NubOnatqcQlMRw1XV1cjPz8f+/btg9PpRFZWFmbPnq26V5JGo0FFRUXMsQwGA9ra2iT7yck5VllZGfLz83HgwAE4nU6eRKyrq5N1LLfbjR07duDBBx/E97//fbS3t6OysjLmd77whS9g7969ePnll2GxWFQ7jwwyyCCDeDj77LPxv//7vzCbzTH/3tjYiN///vfYs2cPrrvuOvz2t7/Fxo0bceGFF0quZbKysmCxWHgSIt21F3luktqrvr4eVqs1LbUXOYejUXs1NzdDp9PF1F6zZ89WPRxDp9PxFhPEULqkpARz585VtVkMfFwPGY1GHD58GG63G4WFhZg3b56qhCU5Vl1dHbKzs/m1PF21l0ajQU1NDXJycvhjpbP2qqqqQl5eXkztNWfOnJSVS2LHKi8vjzlWOmuv0tJS5OXl4cCBA3C5XIprLykoLi7GokWLcPDgQXR2dkKr1aKlpQWNjY2ynh1TU1O44447cOedd+IrX/kKDhw4MCPt9KSTTsI///lPvPbaa1i4cKGq55FBfGSIqWMEc+bMifszjUaDc845B1/84hdx33334aqrrsKiRYuwc+dOzJ49O+GDIxwOx8SFnnLKKbzp4+DgINra2lTrAkWjUXR3d6OrqwuFhYU46aSTEAwG0dHRgeHhYbS2tqrWmaE7QDk5OVi8eDFYloXNZsPevXtV7ZbQXRm9Xo+FCxdCr9ejo6MDb7zxhqrqEaFKZe7cucjJyYHdbscbb7zBdxUUF3+C98hx0yN7HMdBbzDBqNcgyjAIhyPQ6XTQ6bRQi6DiOA4MEwXHcdDpdMjWZwNMEOFIBDqd9kiReeRYKepA6aSSpqYmVFdXo6urC2+//bbq6j2hsXltbS36+/vx3//+V9WIXmCmueaiRYswODiI/fv3q97VFfpjzZs3j5d3d3d3w2KxqHo/0z5Sp556Km/U29PTA7PZnPR+jkajePTRR7F582bMnj0be/bswXHHHRf3bzQaDc466yxV3n8GGWSQQTK0tLTE/ZlGo8HSpUvx5ptv4re//S1WrVqFBx54ADt37sQJJ5yQ9NnX1dWF7u5uvvYKhUKw2WwYHh5GW1ubaqMsDMOgt7cXLpdLtPZqbW1VTSVM1MhOp3NG7bVnz56E3klyQUal7HY7OI7jay9yLDkG6VJAj4eRUX+Hw4G9e/emlAotBjp5uKWlBWVlZXC5XPjPf/6TUlqgGJLVXmazWTXijTZs/6Rqr3379qGgoABWqzWlaQYaYrXX2NgYbDYbenp6YLFYVLufiWDB5XKJ1l60HUaqoMcsc3NzcfLJJ/PfYV9fH29RkehYLMviz3/+M9atW4fKykr8/e9/x7JlyxL+zemnn57ye89AOjKjfPhsSt1SwdjYGNavX4+HHnoIP/zhD7F69eoZjD0tSS4qKpoxApbIf0ouhIWK8KEpfPApMS8mEJJE9Mw8+Tl58KXq7UOTRAzDzDCrFM58p0q8TUxMoKOjI66BJFmYyHtRMrYVDnnQ/vY5MSSRVquDTqeLMT8XkkjQlmDhsudln1N/57MY6956ZFSQjSGgOBRCAw+fxMdxLP9eNMZFmHfyvbKPJywehGaowpSbVLzVkhmbh0IhOJ1OftQ0lYIsmeGl0AfDbDYrHi+lwxOys7NnkNf0CEKqZJjQR0poqiscyTSbzTPGMDmOw+uvv44bb7wRPp8PO3fuxPnnn6965/7Ths/bupfB5xuft+t9cnIS27dvx5133olvfOMb2LRpE2pqamJ+h/gEdXZ2Ijc3FxaLJUYpQmovp9M5w39KLsiIFlFvCGsveoSLeGQq3aiT2oqolmj/RvJzNb0OiVG40FORgKxRaoyIkcTieIbawlToVMa2/H4/7HY7RkZGeLKLVt3TyYRy0gLFkCz9jn4vSgKJaAjHO4W1l9CoXkqKXDzQXlxFRUUzfL/o95LqKGuy/Yuw+Z+KtUey/Qtp/rtcLmRnZ6dMho2Pj6O9vV00ZIDUnE6nE1qtVrQRyXEc3nvvPaxcuRKdnZ3YunUrLr74YtVVk582fBbXvQwx9TkFx3E4ePAgrr/+erz11lu4+eab8eMf/xihUAi33norCgsLcfrpp88oVISg/aeamprQ2Ngo+UYXdrOEhYoQtCdUbW0tzGaz5IUpGUkkRKppaPQcdLLY4lRTMuh432SdMtroOisrC62trbIky17vEJzvfW0GSQSIpfJNK6qiUQbhSC5ajntcVuckEongw3d/DY3/l9BptdDpKUUUhKl8seotRrsAi0//leSCTG5KHElA8Xg8CdPnxEAX4FLIT7ogkxr5TCCX/BSSYXKVYbQJZTLPqkgkwnfplXit0dHgyXyk6A3YY489hgsuuABnn302HA4HVq9ejVdeeQU33XQTli9frvoYRAYZZJDBJwWn04mVK1fihRdewHXXXYdrrrkGWq0Wd911F0KhEL70pS/x6tV4z2qaNFCyBhFvHY7jkjbFlMS90yBeg/FIIhpC0kBu01NOHSB33RdC2BRL9B3Q674Sbya6QSclBIhOCzSbzbL8koS+XMlUSiTpbnJyMmGqnhiEJurJyE86nVuMmEsEucbmNBmmJCGSbjwnIz/pSRglZJjX60V7ezvvWVVbWxv3WKk2Iv1+Pz+q2tLSknDig25EPv744zjzzDNx/vnnY2hoCOvXr8dTTz2Fa665BqtWrVJNnZaB+sgQUzJB2EcAuOGGG3DyySfj8ccfx1tvvYVdu3Z9wu9OPjiOw3PPPYfly5fD7XYjEAigpqYG27Ztw9lnny15cXG73Whvb0c4HE5K+ggLFWE3Kxl8Ph9sNhs8Ho8keTQx5ksWRSsG4ZhVc3NzQnn05OQk7Ha7JJJICNogXUqXhk7MEeswJQLDMOjq6kJnZ6ckIoak+nV3daBMv3G6+BJ8Xyyrh1YbFf37cDQHPu1aSSkndLFo1OxHvvb3oteGkJj6+H2wmPA1wlh8bVIZsZCos1qtsro6dKQynbYS71gkWpplWdkjC3LJMI/HA5vNJql4EEIY2Z1Mqk8XD3JNKOl0SilGuzRBLXeTFAqFsGrVKjz66KMoLi7G2NgYvvvd72Lr1q0z1ASfFRxra1IGGXzSONbuKY7j8Oqrr+K6665Dd3c3GIZBYWEhNmzYgAsvvFDyujA5OYn29nb4fD5YLJaEawpZ7xwOx4w0MimQ2/QkhIXX65XdLKKJGCm1lLBZJEc5TRMxwgTqZO9NrnKaJmLy8/OTjovR701us4gmYvR6fdImmDB52Gq1Sk6/I2EnHR0dM1L14v1+KkQdPcoohQybmJiAzWZTZGxOk2FSlGFy90M0hMqwZASk3P0QDVoZRgjIRNcWnSQuV7XGMAy2bNmC++67Dzk5OfB6vTj33HOxc+fOGf58nxUca2tSImSIKZkgF8ett96KSy65BM899xzOPPNMvPjii6ombhwtMAyDxx57DOvXr0cwGITX68XSpUuxY8cOtLW1yY7cpGPnhSM8wuQsuYWKEHQcqVh6Gb2Rb2xsRENDg+KZe+EmX/i+6Vn1VGfu6U1+Y2MjmpqaYgosutuRatQxvcmvqamB2WyOed80SVRQUIDmphr0HTxf9LUYVg9dHGKKRSHmnvpMws6YsMNktVoRmtyDsZ4doq/Jj/KJQGM8DoU1NyUsekiHSUphkwh00aPRaESvRVrdk0xBlwzJxgbo4oFcP0qv+2REayrFgxD0PSSW+EmP9JIobLmSd/K8W7duHQwGA8bHx/HVr34VmzZtSujT92nGsbYmZZDBJ41j7Z7iOA5PPfUU1q5di5GREYRCIcydOxe33XYbFi1aJLvOGxkZgc1mg06nE/WfohXjzc3NqKurUzwyQ5qeoVAIVqt1xjrt8/ngcDgkb+QTgajP3W63qB+nmuP1wWAQDocDg4ODog2WVEgiIWhSoLKyEmazOYYMo0miVFP9iDUHmQCwWq0xpuXk+uno6ACAlJKHaWuOeAmBao02CskwMWUYIZXGxsZkT5AIQcgwWhkm3AeQ2j3VPcfU1BQcDkdcopVhmJik72RkaiIka0SScUS73Y68vDy0tbXJNr1nWRZ/+ctfsGrVKoTDYfh8Pixbtgxbt27F4sWLFb3vTxrH2pqUCBliSibIxfHEE09g7dq1+Ne//oUrrrgCl1122Sf91mSDvnE3bNiAiy66COPj41i7di0effRRXHrppbj55ptlzwWTh1hnZyfvPxUIBPhCpampKaVZdBpkQXU4HMjPz+cT9chDNtVChQZdkGm1Wl4GTLpZYgt+KqAXVCJ/J+NIqc6HCyE0nGxoaOA9GugFPxr149B/vij6GsmIKeIxRRd3RLJMCsJIJBJDEvV3Pq2ImNIaj8fck+8RlYmzLBvji5CSGTx9jiLFXXZ2dsLiUymERqtkFIOca6q+b0IINxo1NTUYHByMue/USswRbjQaGxv5e0GpFxvHcdizZw9WrlyJ8fFx7NixA//v//0/DA4OYsuWLXjkkUdw4YUXYsuWLXwE+2cFx9KalEEGnwYcS/fUiy++iJUrV2JgYABr167FZZddhkAggK1bt+Kee+7BBRdcgA0bNqCqqkrW64o1ChiGgd1uh9vtVtWAmzStOjo6kJWVhba2NmRlZfGKcSWjT4kgHIsqKSnhx85LS0tT8mAUQti0qqmpQX9/P+/Nk0xhLgdCs+/GxkZ+bQdSI4mEoJtWpDYOhULo6OiA3++XPb2QCMIGqtVq5U3uSYNX7WuRKMNIHU7IllQbdMJjkUZkOBzmvZN6e3vR2dmpuEEXD8Jmfn19PW+BQhLT03Etkvt3amqK95FSEoLAcRw++OAD3HTTTbDZbNi8eTMuvfRSeDwe3HLLLbjnnntw9tlnY/v27Xz6+2cFx9KalAwZYkom6Ivjtddewxe/+EUMDw+rdrMeTZBi5NJLL41hxzmOw759+7B8+XK8//77WL16NS677DLZG+pAIIBDhw5hbGwMGo0GjY2NsqSfchCJRNDR0YG+vj4AQFVVFaxWa1r8YliWRVdXFz+KWFxcrIjVlwKyCLa3tyMajSI7OxuzZ89WLVFDiPHxcRw8eBDBYJCXY9NdoWg0gEP/EU8iS0RMcSjEAoH5+dTUFA4dOoSJiQk+8lUov1dMTGUtxtyT7ub/nxREAwMDAIDa2lpYrVZVSCIhiD8ZiaYuLS3F7NmzVSMsaRAyjHin5ebmYs6cOWnpoJDRjMOHDyMUCsFgMGDWrFmqpVcK4fF40N7eDq/XC41GA4vFoijVqLOzE2vWrMG//vUv3HDDDVixYsUMhaHL5cLGjRs/M+aQNI6lNSmDDD4NOJbuqTvuuAPRaBRXX331jDXIbrfjhhtuwEsvvYQVK1bgZz/7meyaKRwO49ChQxgeHoZGo+H9P9VKaaPBMAwcDge6u7vBcRzKy8vR2tqqWDGeCBzHobe3lx+9z8vLw+zZs9O6th46dAjhcBhGoxGzZs1SjSQSwuv14uDBg/D5fNBqtbBYLCmpuBMhEAigvb0dIyMj0Gg0aGhoQEtLS9r2ASQNDgAqKyvR2tqa1n2A0+kEx3EoKCjAnDlzVCMsaQj3AVlZWZgzZ45qqcZCjI+P4/Dhw/D7/bwqUs44ohz4fD60t7djfHwcGo0Gzc3NaG5uln0tDg4OYtOmTXj88cfx05/+FGvWrJnxvB4YGMDWrVtxwQUX4Mwzz1TvJI4CjqU1KRmO7dihNILjOKxfvx4bN27E1q1bP+m3owgbNmzAT37ykxkFhEajwYIFC/DPf/4TDz30EO677z6cdtppeOmllyCVxyQKnImJCVRWViI3NxcDAwMYGRmR/BpSEQ6H4XK5MDAwgLKyMpSUlGBkZAQDAwNgGEbVY5GZ/a6uLuTn56OiogIejwc9PT0IhUKqHosotIg5fGVlJUKhEDo7O+Hz+VQ9FjBNBDidTkSjUVRVVUGn06GrqwtjY2PUb8VfmBItWcJvPBgMwuVywePx8NdHd3c3BgYGwLLsx3+X6FpJcECO+mE0GkVPTw+GhoZQWlqK0tJSDA4OoqurC9GoOJGmFKSA6OvrQ35+PiorKzExMQGHw4FAIKDqsYBpJVNvby8MBgOqqqp4ZaLHI07YpYKpqSn09PQgGo2isrKSVyYODw+n5Z7u6+vD5OQkKioqkJeXB5fLhd7eXsn3tM/nw4YNG3DiiSciNzcXBw8exLp160Q3Mc3Nzfj1r3/9mSOlaBwLa1IGGXyacCzcU7/4xS+wYsUK0caIxWLBU089hb/+9a944oknsHjxYvz1r3+NWYMTgfaBqqioQGFhIYaGhjA0NCT5NaSCNHx6e3tRXFyM8vJyjI2Noa+vT/V1nBiVE9VSRUUFfD4furu707KOj4+Pw+FwAJhuqhLSw+v1qn4sokj2+/2orKxEVlYWuru701abkxqSXB/9/f3o6+tT/fpgGAZ9fX0YGBjgr4+RkRF0dXUhHA6reiyiWO/t7UV2djYqKyv5z3VqakrVYwHg9xharRZVVVW8MnF8fFz1YwUCAfT29iIYDPLXBwk+UPv6iEQi6O/vh9vtRnl5OQoLC3mjdKn3dDAYxO7du3HcccfB7Xbjgw8+wG233SZK2FRXV+Oee+75zJFSNI6FNSkZMoopmSCs5Ve/+lU4nU5s2rQJX/jCF/DAAw/AYrF80m8vLQiFQrjzzjuxbds2LFmyBFu3bo0rg4xnpkdLsdWShCaKPp2YmEB7e7ukdDApoGfZhQmC9Fy5XOPneJiYmEBHR8cMw3ZCwkk1SJeCeDG8dFpgQUHBkc6kCQf3niH6Ogyrg04rThqwKMDCZS/EjemNZ07Z3/k3jPfeIvqa8czPAUCbdRJmn7A7xlyTTsFxu93o6OiQlJooFcTYXJiKoqb/GEE8w0v68y0rK0uacCMFQi+DlpYW/vogn6/JZOLHCVOBcDyEdMNJR9lutyMajaKlpQXV1dWi3xnDMPjDH/6ADRs2oLGxEbt378Ypp5ySlm7fpwGfxzUpgwzSic/jPRWNRvGrX/0K69atw6xZs3DLLbdg/vz5os9Nug6hfS6F/lNKxq6FIJ5FLpcLubm5MUnRctLBpIBOb2ZZNiaYJxXj53jwer3o6OiA1+uN8RFKNRVaDLSnFW3wTqcFqjU6KAzXIf5Yck3LpSBR+h3xyHS73bIN8eOB1ObBYDDG2Jy2qJBiJC4FpDYnqYDEb5ZOulPL1iNeGia999HpdEkDhaSAXHN2u32GFQQdVkX86cTqPGos3/EAAIH+SURBVJZl8cwzz2D16tXIzc3F7bffjrPOOitT5x0DyBBTMtHZ2Ynrr78e3d3dePXVV5GTk4N3330XW7ZswV//+tdP+u2lFUNDQ1izZg0ee+wxXHHFFbjpppv4Bay/vx89PT3w+XyoqKhAS0uL6IaY9p+qqKhQNG5HVEukm2WxWERH24Rm7EoWXOGGOFEU7vj4OGw22wyfJDmgzabJQipW/Khhsig17SXWK6Ac3MSVEJMrJSOmihp+CZfLlTAdhvYMy8vLQ2FOB4Jjd4u8YuJRvjC3ACH9D+Ma4wMzU/KSxVjHw+TkJO9ZlSgVhf49pUWSVMNLuWkrYqBJokRR2qnGAQPSDHXJ7xFvK41GA61Wi5NOOgk6nQ4cx+Gtt97CypUrMTg4iO3bt+Oiiy5Ky3jCpwmf5zUpgwzSgc/zPeV2u7Fp0ybcf//9+M53voO1a9eisrISwMeBM8FgEMXFxbBYLKIWBnRTS6kPDsuyGBgY4BXjdDOQBt3USoUMk5re7PV6YbPZMDU1pdhMO14zUIhkBulSQDerysvLYbFYRFXDQj9Oq9Uqe0RSSHLFM1Gna3Oj0RhDJskBXXMnq82lpifHAx1KlKjmplP1iLeVku+M1NyJanM6CCnRd5sINEmUl5fHe+eK/Z6UfVcy0P5t8XykhPsurVaLE088EUajERzHYf/+/Vi5ciUOHDiAjRs34sc//nFaRkM/Tfg8rUkZYuoooLOzE5dddhmqqqrwu9/9DgBw5ZVX4rzzzsPZZ5/9Cb87eeA4Du+//z6WL1+OAwcO4LrrrkNnZycee+wxXH311VixYoUkr6VgMIiOjg4MDw+jqalpRvJcvGPTqiWz2SyJuReSYVK7T0pUNfSCS0w6pZBhSlU1SmJp6W4WKRqlzMUHAgHYbO2Ijl4OnU4HnU4LmqCKR0yxLItA0AiuYCdvop7sPZKOofPwn1Ce+zfodTpAuHiJEFMcx4FhonBPWWFZuFOSuSbHcXwxJadIootGWkmUDHSqntTClpA/LpcLJSUlkgt9Om1FahCA0kJfqVpLTgQ5ASmSzj77bBgMBvz0pz/F3r178fzzz2P58uW48cYb0+L1cDRwLK0XGWTwecGxdt+2t7djxYoVeO211/CLX/wCXq8XDz30EM4//3xs3bpVUl0TT22bCGT9cTgcM1RLiSC1kSIE3TAiRIKUWpQky2k0GrS2tqKsrCzpsehEMjmpfkRZJSfVl5CDLpcLeXl5sFqtkhpGoVCIH92ilVWJIGzy0YrxRKCbWkVFRZJrUTo9UWqTj+M4DA0NwW63875aUvYPSqcUSKqez+eTnEwpFuYkdT9FalE5QQBSSCIhEk2qJAJt7yI1dIg0Ir/1rW9hYmICP/3pT2Gz2fCHP/wBV155JdavX684PfKTxrG2XqiJDDF1FEAkeEajEVdffTVyc3OxceNG/OUvf/mk35piTE1N4aqrrsLvfvc7GI1GrFq1CsuXL5etNiFpW8FgUDQKGIiVVzMMk7Azkgi0FJvIYsVYdrLoTUxMKE7zoMmfRN0netFTmupHFtyOjo64kbmA9G5WsmPte/00MEwUHMdBp9NBq51ebIXEFMexYBgGHMeB0xTh+DP/Jfs7c9n+DE/frWBYFjqd9sjCPv0aMcQUx4FhmCO/p4M++1TMO/kOWccSyqOFMccEdGeREDByu1R0qh4w7fUhVsglkqnLAT0ykKiQU2M0gviHkUjtlpYW0WuaLoCVpmcODQ3he9/7Hv7zn/+gvLwc9913H84//3xZr/Fpw7G4XmSQwbGOY/G+DYfDWLFiBe677z5oNBr89Kc/xaZNm2TXQ3TyHFlXxDalY2NjsNvtCAaDilPbaDKMGLGLrSt+v5/3SKyvr0dTU5PsEXvSIHE4HCgsLERra6sosULXDPRomxzQ5E8yJTidGie1GSiEVPKHJmCU2iLQdXAiwk4JaSYETf7k5ubCarWKkqw00Znou00E4ehivL0L+W5tNhs0Gg1vZaHkO3M4HBgbG+NTF8Wuffq7TaTyTwShWstsNosSwZFIBE6nE729vaipqVEUjOD1enHxxRfjX//6FwoKCnDbbbfhsssu+0yP7R2L64VayBBTRwHkArzjjjtw0UUXITs7G/feey/MZvMn/dZkIxKJ4OGHH8amTZtQVVWFDRs24KOPPsLOnTtx5plnYuvWrbLPSywKmCwUUueN5cDj8cBms8Hv98NisaCmpmaGF5DSRU+IUCgEu90+Q4otlQSRAzoyl+4+0d09ID4JIhX7Xj8NwDTxFI1OE1F6vQ4sZ5gmpjgOUYYBx7HQanXQ6XS8x5Rc9Ln+Ou0xJfKa08SUe5qQYljotFro9NPElc50KuacuEvR+cUjC4myym63q+bFQPs0CeXRNGkrVQ2XDKTwF0ra0+GfQRf+tAqQFHxOpzOlkYHHH38c69evR1VVFTZv3oy9e/fi9ttvxxlnnIGtW7di4cKFKb3/TwrH0nqRQQafFxxL9y3LsvjDH/6AdevWwWg0Yv369RgZGcHGjRuxYMEC7Ny5E3PmzJEd5U5vvtva2vgGmsfjgd1uT9o4kYN4PoxC1VK8xokc0JtvWlVDiCun05mQBJEDusEo9M4kJEiy0TY5iDcuR48jKh1ZEyLeawrHDNXwzoz3mrSySi2fNCFZSI+lSiVt5cDtdsNut89Qa9H2HWrtceLZRihVf9FgWRZ///vfsXr1ahgMBmzduhUdHR3YuXMn5s+fj23btuG0005L6f1/UjiW1gu1kSGmjgLomMd169ZhamoKu3Yp2zR/0vjqV78Ku92OLVu24Fvf+hb/AB0YGMCqVavwpz/9CT/5yU9w4403yjbjIyN3XV1dKCoqAsMw8Pl8aGxsjOu1pBREsUI8bXJzczE6OqpYtZQMZPHxer0oLS3FxMQETCYTrFarIgVMItCLT0lJCcLhcEodSCH2v3Ea6KcGyzJgGAZRRgeDngMrom5KmZg6go/JMA5RpgB6nRcajQY6nT6mANOaTsVchcQUAUm4Gx4eRllZGaampmTJ1OWAVtgVFBRAo9HwXlRK/MMSgVZrkZjj0dFRlJWVwWq1puXaJwky5eXl8Hg80Ov1cX2kkr33d999FytXrkR3dze2bduGH/zgB/znMzIygu3bt+P+++/Hk08+iXPOOUfVczkaOJbWiwwy+LzgWLpvL7vsMrz44ovYsGEDfvCDH/C11/j4ODZs2IAHH3wQ3//+97FmzRqUl5fLem3afyovLw9arRZut1uxajYZCBnGsizy8/MxNjamWLWUDMSHaHR0lF/rdDqdYgVMItAG6cXFxXy9TJuoqwUhsZKTk4PR0VFZ44hyQFRYk5OTfL2sVjNQCNq0vKSkBKFQiLfGIE1rtUATldnZ2TAajRgfH1fsH5YItForEomgqKgIY2NjskYm5YC2jSgrK+OTw8mYq1wS+9ChQ1i5ciU++OADrF+/HldddRX/+Xg8HuzatQu333477rnnHlx88cWqnsvRwLG0XqiNY9sV9lOIlpYWNDc3f9JvQzHuuece7N+/HxdccEEMwVFdXY2HH34Yr776Kt555x0sXLgQv/71ryVHuwOATqdDVVUViouLMTY2BrfbjZqaGtVJKQDQaDQoLS1FdXU1AoEARkZGUFhYiObmZtU35gCQl5fHdy2Gh4cBAE1NTWmZjzYajairq0NhYSHGxsYwOTmJ2tpaRYaPYhBS2VqtFlqtFhw3TUpptRrotB+TUoCYVbrko8X8n0aj5QuuKDMdJ6vT6WYsemoUE9nZ2WhqakJ+fj5GRkYQCARQU1OjeoEJTJ9DfX09qqur4Xa7MT4+zl+fahaYwPRnU1FRgaamJkQiEQwPDyMrKwu1tbVpufbz8/P51Kbh4WFEIhFUV1fLNkjv7+/HFVdcgXPPPRdf+MIX0N7ejh/96Ecxn095eTl2796N9vZ2fOELX1D7VI46PuvrRQYZfB7xWb9vN2zYAJvNhksuuSSm9iopKcFdd92F9957D729vVi0aBHuvvtuhMNhya+t1WpRUVGBsrIyfq2rqqpKCykFAMXFxaipqUE4HMbIyAhycnJgNpvT4kGYk5ODuro6mEwmDA8PIxqNoqmpKS01g16vR21tLUpLS/l6ubq6GrW1tWmrGWpra+H3+zEyMoKCggI0NjaqTkoB4F9br9fz9XJDQ4PsmkEKsrKy0NjYyO87fD4fqqurU07yFoNWq0VtbS1qa2sxOTmJsbExFBcXo7a2VvVrn+xxWlpa+GakTqdDbW1tymozMeTm5sJsNqOgoAAjIyMIBoP8fk7O5zg6Oorly5dj2bJlmD17Nmw2G6655pqYz6ewsBCbNm2Cw+HAeeedp/q5HG181tcLtXFs29hnoDqampri/kyj0eDEE0/Eq6++iscffxw33XQTHnjgAezcuRNLly5N+HASykGXLVuGUCiE9vZ27N27V7VRJmBmusTxxx+P3Nxc2O12vPnmm7KMrKVAmPZSXV2NgYEBHDp0CD09PXFTMJSA/hxra2sxf/58+P1+2Gw29Pf3q/Q5akAII6KW0mg0MBqM0OtZMFEG4UgkRjXFQZkwkybBaM+qaZVbHsCGEI1GRVVTqYD2Mqirq8Nxxx3H+zT19fWpJpMHYrto+fn5OPnkk6HX6+FwOLB3715ZZvhSQAzzw+EwZs2ahfLycvT09OCjjz5CQUFB3MREJaBHWRsaGnDCCSfwMvOenh7+fkhEmPr9ftx11124/fbbcfbZZ2Pfvn1oaWlJeNz6+npV3n8GGWSQwecNyZ6fc+bMwd///nf8/e9/x/XXX4+HH34Y27Ztw9lnn51wTaTH5CsqKrBkyRKwLIv29nbs2bNHtVEmYGZYzoIFC1BQUIDOzk68/fbbqKqqgsVikWQSLQX0OCIZnyIWCqTOU6sRKbQbWLp0KSKRCGw2W9o+R5Kgd9xxxyEvLw8ulwtvvfWWLENwKSCph8SzqqamBkNDQ2hvb0d3d7cib9R4EI5gLlu2DIFAAB0dHXjjjTcUe2aJQZgSfsIJJyA7OxtOpxNvvvmm4vTkeBCGylRVVfH7js7OzrR9jjU1NVi4cCF8Ph/sdjt6e3sl2bCEw2E8+OCD2LZtG04++WS8++67SceFKyoqVHn/GXy6kCGmMlAdWq0W3/nOd/D1r38dt912Gy644AJ86UtfwpYtW2YQW0IDvVNOOYVn800mE0488UTe2Lunp0dyyp0Y6Kh5rVaL2bNnx5hHzpkzB/X19fzinuqiREaYJiYmZoxk1dfXo6qqCp2dnXjnnXdSlkRHIhF+Xl74OWZlZeGkk07ipdjd3d2KTbQJWJbl1XB6vR4ajRYsqwGggU6vh/ZIOl4kEpk+Z8XrOsf7S7HE2Fw//RlyGkCj1UGr1YJhmOljaWNHCOWCHictLS3FqaeeyvsflZaWoqSkhP8cu7q64kZYSzozgefG3LlzY15r3rx5aGxsREdHB/bs2ZOy98Z0qqJNNO6YFA7kekxkZikFdIqg8HMsLy9HWVkZfy92dXXBbDbPGI9kWRZPPfUU1q5di9LSUjzzzDM444wzPtOGlxlkkEEGxwI0Gg2+8pWv4Etf+hLuvfdeXHHFFTjhhBOwfft2zJo1K+Y5Tfv5FBcX46STTorxmzn++OP5tZCQOFJS7sRAh+WwLMtvysn7aW1tRV1dHb+ukoQwpesq7YvU0NCABQsW8E3N6upqVFRUoKurC++//75iT0UCoTcp/TlmZ2dj8eLFvEE6IXGkJK3FA3mtaDQ6I5yora0N9fX/v707D2+qTP8G/k3SnQKl+0q3JG3ZEWQEhAHccMFhHFAUFWUcRZRNoC2tLIXuQAsqLuCCIIszggsqzogbCgqyCAKlTdp0p3Rv03TJdt4/+J28p2ma5qQpbcP9ua65rgFLzjlpes7T+3me7x1ieB+tbRTE4ma8Dh06FKNHjza8j0FBQfD39ze8j3w6E5vC3U5q/D46Oztj/Pjx7d5HsVjcrRVU3JwuqVTa7rViYmIwdOhQ5Ofn48SJE93e0mo8Gch9H9lV+cXFxfjjjz+6nW9rnCP1l7/8xbAS0dPTE7fffrvhZ5Ed5xlP6DIMg//+979ISEgAwzDYu3cvHnzwQRrn3cIoY6qPKiwsxCuvvILa2lrD312/fh3h4eH4+uuve/HM+CspKUFCQgIOHz6Ml156CStXroROp0NaWhqcnJzw97//vcuWo9wMHr5ZOGwBQC6Xm+2MYfz1bFg433wA7gPWktUu7AxNdXW1oVugpYMk7mobS1oCdxaQbqm6ujoUnL8PAujbdeS7cS5CCIX6dl/PZkKptS4IHflvi9o+s9RqNf44/Q5EbR92yKwCAAYeEKCeezBDZz6NYDzGTXnd4oc732Bza1sxs/gGXtbW1kImk6G1tRWRkZG8tmVqNBoUFhaiuLjYolnizsIsLcHNbrOkiyA7sJHL5Xj99dfx7LPP4qGHHsIff/yBuLg4Q57ds88+a/PtCTeDPd3HCSG2ZU/3h+rqaqxbtw4ffPABnnnmGSQkJMDV1RVZWVmora3F448/DrFYbHaVBrfLnYeHB6RSKa/iQ11dHWQymcXNcurq6pCbmwuNRgOJRMKr+MDNJrLkOWm8CpvPqnx2fJKfnw9nZ+cus0m5BQNrxifcLr6WdG1jG7W0tLR0a3xiScYrN0OV72otdnwik8ksCjbX6/WGVXeWvO/GVCoVZDIZamtrLSqAcrO1+GaF8f0dyXj1Ihu3YCm2kMwwTJc5UtzVizt27MCsWbMwb948yGQyrFmzBqdPn8batWvx8ssv22xnwM1kT/fxvoAKU30UNxgNuHHTmTZtGrZv347bbrutl8+OP4ZhcOrUKSxbtgw5OTnQ6XQICwtDcnIy7rvvPotfh9s9jC3imJuhqa+vh0wmg0qlatedwhLGW6y66irRWTc3S3Ef7l0FL3JXf4lEIt4rd7gPd0tauHIfsJ7CRIhEHY9jqjDF0mhd0SRab9HDnfuAdRFewEDhvwET19WhMMX+PcOgoXU4tI7zLXq419TUIC8vDzqdjvfMmPFKNbFYbPbh3traivz8fMNsFp+ZMW5oOdB1d0XjwSnfLaMqlQpyuRzV1dUWnWtjYyNyc3M7dLu0REtLCzZt2oRdu3bBzc0NSqUSS5cuRWJiYo/kStws9nYfJ4TYjr3dHxiGwaVLl7BixQr8+uuvEAqF8PHxwYYNG/CPf/zDqvFJUFAQIiMjzT57jFen88klNd5i1dWkFHf1lzUh6txJqa5W5XMnSdnVX3zGJ9yAdEvGpMarlqwZn8hkMgiFwi4ndI3H13wjBNjxSU1NjUWrtfiMr43x7aLNd3zNxQ0tt3QinV3F7+TkxHvLaEtLCwoKClBRUYGgoCCEh4ebLfSpVCrk5eWhvr4ekZGRvHaVaLVabN68Ga+//jocHBygVCrx7LPPYtOmTbybKPQl9nYf7220la+fSE1Nxb333ttvP+R6vR4ymQyVlZUYPHgwmpub4eLigkGDBoFhGIsfEC4uLhgxYgRCQkKQm5uLsrIySCSSDjdudn9zbW0thg4dirFjx/JeYiwUCjF06FAEBASgoKAAp0+fRkBAAMRicbuHjLnl1Xx4eHh02LpoasUJ+9BSq9VWZ0Y5OTkhOjrasBT7l19+MTmjw50VDAoKwp133oncUw4AOobam8uRcnAQYfKkyYYlxKaWYnMHiM7Ozhg7dixUdXWoK+vkgQyByQ17AoEA3l7e8A0bZXgfjZfzA523k+bD0dERYrEYwcHBKCgowK+//mqyDS93i6C3tzcmTZrEO2hcIBDAz88PPj4+KC8vx9WrVw1ZAaY+I2yxbdiwYVYt5x8wYABGjx5tyM5gPyPGhT7jpePW/KwJBAJ4enpCIBBg8ODBUKlUUCgUuHbtWr8uTBnr7/dxQkjPsYf7g1wuR3l5OQYOHAiGYeDs7Mw7foEdnwQHB5uNVjBenT58+HDeKy4EAgECAwPh5+eHwsJCnD17Fr6+vhCLxe2e0dxCyoABA3DbbbdZFSsxcOBA3HbbbYZndElJicktd9xJVWtjJRwcHCAWixEUFGTIrBw6dCjCw8PbPaM1Gg0UCgVKSkrg5+fX7fFJaWkpLl++bHJCzLiAZRxhYCl2fMK+T6WlpSY7T7NbLdkdCdZsNxSJRAgPD0dQUBAUCgVOnz5tstBnvEWQu7XNUgKBAN7e3vDy8uoyNoIttrW2tlr9u4CrqyuGDx+O0NBQyOXydtsJjT8jbI5UUFCQVT9rDMPA09MTQqEQAwcORFtbW7soF3thD/fx3kQrpvoobgX23LlzWLZsGX788cd+uZ3l66+/RmxsLFQqFTZu3IgnnngCLS0tyMzMRFZWFh544AFs3LgRQ4cO5fW6DMMYijiOjo6IioqCi4sLr+o/H8bLcoODg3H9+nXk5+fDxcWF9zJfc4y33EmlUkNxr6GhweYtgdk98Gyxy8fHB8XFxYasJbFYbCgi/fnzFJgqTJlbMaWHO0ZP+R+AjrNJERERhiIRm2XAzgqWFhxCXZnpFqp6eEBoYsUUADi4/RUx49LaLSF2dHQ0bF3kLqm3ZbA4tyAaGhqKoUOHGvbYWzIby4epWTyBQACZTIb6+nqri22d4RZEIyIi4OfnZ2gi4OXlBalUynswq9fr8cUXXyAxMREDBw5EdnY2ZsyYgWvXrmHTpk3YvXs35s+fj+TkZPj7+9vkOm4me7qPE0Jsy57uDz///DNWrVqF4uJirFu3Dv/85z/BMAxef/11pKSkYOLEiUhNTYVUKuX1usZZjGyhgx1DWLM63RzjVfmhoaGorq42ZJPyjXYwx9SqZpFIZFgJZKpA0B3cYHF2JU5ZWRkKCgowaNCgLncF8MHdoscW+tra2qze8mcOmyvGjd/w8PAw7GDoboarsZaWFsjlclRWViIkJARhYWGGbaSWbBHkw7ggKpFI4OzsbHX8R1eMd5kEBQWhvLy83WeEb7GNYRh8//33iI+Ph1qtxubNm/Hwww+jrq4O6enphu196enp/bI7nT3dx/sCKkz1UewH/aOPPsKUKVOwb98+3g/0vmLr1q1wdnbG888/36EAUFRUhPj4eHzxxRdYtmwZVqxYwTvQUKfToaCgAEVFRWAYBj4+PpBKpVYHTHalpqYGV65cQVtbm6Eg1hOtZYEbRZzc3FxUVFRAIBAgKCgIYrG4R9oqs0Wc3Nxc6HQ6uLm5YdiwYR0KKd0tTLFUKhVycnJQV1cHoVCIiIgIhIaGthuoWF+YmoaYcamGP7PbAxUKBfR6PTw9PRETE9Njn5G6ujrk5OSgubkZIpEI0dHRvPK1+FCr1ZDL5SgrKwNwI3BVKpX2yF59dtk4G+Tp4uKCYcOG8S7IMgyDP//8E7Gxsbh69So2btyI5557rsMAXC6XIykpCSkpKbwL132BPd3HCSG2ZU/3h/fffx/Xr1/H0qVLO4zhKisrsXbtWuzZswfPPfcc4uPjeXcE0+v1KCoqQn5+PhiGwZAhQxAdHc37l2RL1dfX48qVK4ZnuFQq5bX9iw+NRmPoYAYA/v7+kEqlNptU5WJXLF29ehUajQbOzs6IiYmxOmy+Ky0tLcjNzUVVVRUEAgFCQ0M7rNiyFbbQx259HDhwIIYNG2azYpuxxsZG5OTkoLGxESKRCBKJBMHBwT3yGdFqtVAoFO1+z4mOjrZZsY2LLQZfvXrV8HvOsGHDrCrI5uXlITExESdOnEBCQgKWLVvW4XNdWlqKjRs3YvHixRgzZowNr+TmsKf7eF9gm6l00mMSEhKwYMGCfv0hX7lyZaehdqGhodi/fz/++9//4ttvv8XYsWNx4MAB6PWmCxzG2IJDaWkpPDw84OPjg5qaGpSXl0Or1dr6UlBbW2vo9uLv7w+GYVBSUoLGxkabH4vNrKqsrIS3tzc8PDxQUVGBsrIyi98fS7EzToWFhXBycoKfnx9aW1uhUCigUqmMvrqzB5PlNe7W1lYUFhaioaEBfn5+GDBgAEpKSnDt2jVYXCu38PnIrqwrLS3FgAED4Ofnh/r6eigUCrS2tlp8zpZSqVQoKipCa2sr/Pz84OjoiIKCAlRWVlp+bRZiwzmvX7+OIUOGwNvbG9evX4dCoYBarbbpsYAb+Rjs4NnPzw9ardawitBSlZWVePnllzF9+nSMHz8eubm5WLRokcmBqlgsxt69e/tlUYrLHu7jhJCeYQ/3h4ULF2LNmjUmJxZ9fX3x9ttv4+TJk7h06RJGjx6NXbt2WTxGY7dIFRUVYeDAgfD19UVDQwNKS0t75DnX0NCA/Px8tLW1wd/fHw4ODigpKUFdXZ3Nj6XValFcXIxr167By8sLXl5eqKqqQmlpaY+MYevq6qBQKCAQCODv72/IoeqpMWxRURFqamrg4+ODwYMHo6ysDOXl5T02hi0qKoKLiwv8/PygUqlQUFBgYgzbfS0tLSgqKkJTUxP8/f3h6uqKwsJCfmNYC7ETguwWWV9fX9TU1KCgoKDHxrAlJSXQarXw9/eHUCiETCZDVVWVxddWX1+P+Ph4TJw4EYGBgcjNzUVsbKzJYmtwcDB27tzZL4tSXPZwH+8LaMVUH1VYWIjnnnsOP/74IyZPnmyoUg8dOhR79uzp5bPrGTqdDnv37kViYiKCg4ORmZmJ8ePHm6zQszMjBQUFcHV1hVgsNqzaaGhoQF5enlUhzJ1RKpWGbXRsuKZIJOoQLikWi7s9g2EuaJGbHSSRSMyGX1uKXbrb3Nzcbo9+ZwGOf/48FUDHAZNeL4BQaPp2wq6Y4r5fPj4+hs4hbPFILpcbZp68vLxQqjiE+rIsk6/JCDwgYOpN/jeHAdMRc1uK4f0y3iLIXYrd3fa8rM7eL+PPqkQi4T1bbIwdhOXl5XVYOs4GwdbX1xu2InR3STE3tJ3bdMD4s2quu2ZbWxveeustZGZmYsqUKdiyZQuioqK6dV593a14HyeEWOZWvD/o9Xp89tlniI2NhaurKzIyMvDXv/7V5DiGuxWfzUtiV21wMyL5hjB3RqVSIT8/H1VVVe3GBdxohSFDhnTIx7QGd1zg5uZm2H4GdC+ouzPcMSw3CsK4K56tx7Dc7s9ssHdeXh70er1Nx7DcLYJBQUEQCATtOiGayv60Rmdjfm4IuYODg2EM291r62zM39lntTuMmw6w75fxdkJz3TW1Wi0+/PBDbNy4EcOHD0dWVhbGjh3bI6vI+opb8T7ek6gwRfocpVKJtLQ0bN++HX/729+wYcMGBAcHA7jxwPvzzz/R1NQEoVBoyEMyvukZt62PioqyqhhgHK7ZWR4Rt9BhSbdAU7gtgdnuGqa2SLFfJ5fL4ebmBqlUalVAtKVdTdhsLbbjjbJ0AQR8C1OMOzzD30N+fj4GDBjQ6TlzwyMHDRqEwa45aKl50+RrdtaVDwAYpynQOc1DfX292TwubuaCtQGjer0excXFhjwwdhBmjJ0ZLSwstKqbj6lzZgetps65trYWMpkMra2tJkNBLWFpC2JueKqPjw/c3NwgFosB3Hh/vv76ayQkJMDZ2RlZWVm499577XqgQgghpHOtra3Ytm0b0tLSMHXqVKSkpLR7Zly6dAkqlQpardZk8xIWn7b1neE2eQkICEBERITJ4gy7bZ7Np4yIiOBdDDAO/zY3huVO1lmbW8SdVLoZY1hupmdnY1i9Xm8Y67q6ulqdvdnS0mJYyRMWFtbpGJab/cl+Hd/JOu45mxt3s2NYhUIBd3d3SCQSq8fnbPc7tjGRqfEb25ymsbHR6uxZtvCUn5+PwYMHd5ojxe1IOWTIELi5uRkmFxmGwfHjxxEXF4empiZkZmbikUcesVnGKbl1UGHKTvzxxx9Yu3Ytjhw5Ap1OhylTpuChhx7CoEGD8PLLL/f26VmloKAAcXFxOHr0KJYvX47Q0FBkZGTA09MT+/btQ0BAQJc3PXbmhm9AM7uNrrS0lFe4ZkNDA3Jzc9HS0mKyW6Ap1rYE5s7cmOoiY+7a2FmRgIAAREZGWpRlwAaki5qWw8kRHd77zgpTDKNHS6sjtAPSTXafMYUtdBTmHYTvgC8hchDBeO8egyEQwHhpPQOdTodq5XAES+IsmiHjtufV6XQWv//cASafgaPx+9/ZINiYcfc7S2bI2HOUy+UAbmyNs2SG0lRjAUsKu62trfj+++8xf/58zJo1C0899RS2b9+OCxcuICkpCS+88EKP5KP1NHu8vxJC+hd7vA9VVFQgMTERBw4cwPPPP4/bb78d6enpaGlpwZEjRyxq4MFd0cEnoJkdQxUXF8PLywuRkZEW/TulUom8vDwolUpeE1rcySJLw7+NJ76kUqlFq7VMhY9bOoZldxzwmdBix1AajcZsIZGL263YuMlOV9fGToTxCTZnA8r5hq9bs1OB+/77+PhALBZblGnK7X7HXXlvDsMwhs+WRqMxBNtbUqBlV96zjQUsyRpTq9U4e/YsHnroIUybNg0vvPAC3n//ffz444+Ij4/HK6+80iPZVz3NHu+v/REVpuzIokWL8PDDD0OhUECpVMLf3x9NTU39+geKYRi89dZbiIuLg0qlwkMPPYRdu3bxDjM0/qW+s/BFdoVIUVERPDw8IBaLeR+Lzy/17CCgOy2BuV1kuro2doBj7YodhmHwx09TwehbAAjg4CCCQHDjfPWMAEIB0+5rdTotGIYBg4EYO+073teWn7MPyort0On1EImE/zcTdONha7xiSqfTQafTQSgUwmHAXRg5IY33tbEzYs7Ozma7LHIHb9yl43ywbYy7Wopt6aolc7izfV11kORem6XFVWM//vgj/vWvf6G8vBzjx4/Hv//9737ZbYXLHu+vhJD+xR7vQwzD4OOPP8bixYtRV1eHadOmYffu3bxbyBu3tO9sYspUpzO+K3a4E4oAzHbrY7fXs6vOrVmx09k2K3PXZu2KHW6XO4FAYPbampqaDJ2ArV2xY+mWO+61DRw40KougsYr1rq6Nna7qLVdjrkr1iy5tq5WLXV1bRUVFRZ1kGSvrbGx0erfPc6dO4dnnnkG+fn5iImJwccff4yRI0fyeo2+xh7vr/0NFabsSHV1NR544AEIBAIcP34cBw4c6Nc/UDk5OUhISMC3336LZcuWwdfXF2lpaYiMjERGRoZV+5YbGxuRm5vbIX+Ku9+/q1/cLWW8WksikRhmTNhtdNx2r93tUsJu8VKpVO1mg4wLLlKptFsZRxd/ngYB1O0LQSIR9BDeKEwxDLQ6HfR6PUQiEUQiIRi4Y9SUb3kfqyT/36gv39auyCUSiSAUigyFKb1eD51OC4FAAJHoRqHMccA9iL4tyarr6ywfAbDNcndjDQ0NkMlkaGpqMgzs2O8bm1nAbu3sbjaVufwy4zbZ1lybWq3GO++8g/T0dNxxxx1YsGABdu7ciQsXLmDNmjV46aWXbNbW+2azt/srIaT/sbf7kEKhwPr16/Gf//wHzz//PEaOHImUlBQMGjQImZmZuPPOO3mP87jboLgFBeMcIG5mlbXMFUss3UbHh3EhiN3ixd3611VRwtprk0gkhgxJbjGpJ66Nm+VqXExiV6fb6tqMC3hqtRr5+fkoLy+3+bUZFyfZAiffVUuWXptx4ZVb4LR2O6pOp8NHH32EpKQkSCQSLF68GAcPHsT333+PV155BStXruw0a7Svs7f7a39k+36dpNd4e3vD3d0d48aN65E2szfT+++/j5deegkLFy6EXC6Hv78/AOCZZ55BSkoK7r33XsyZMwcbNmww/DdLDBo0COPHjzfkT7HLnCsqKgAA0dHRNgljBACRSITw8HAEBgYiPz8fv/76KwIDA6HX61FRUYGAgABMnjzZZkteBw0ahHHjxhmW5hYVFcHf3x/Xr1+HXq9HVFSUza4NgKHopNPpoNZoAIggEjHQ6fQQCYVwcnKExa3zuiAQCODg4AiG0UOr1UGn00PHaCASaAAwEIkc2s/2dOOw7PctKCgIBQUFOHXqFPz8/ODg4ICysjL4+fnZ9Ps2ePBgjBs3DtXV1ZDL5SguLkZgYCCqq6vR1tYGsVhs1aolU7jXplAocPr0afj6+sLJyQllZWXw9vbGpEmTeBePGIbBN998g4SEBAgEAnz00UeGh/tjjz2Gb7/9FvHx8Xjttddw8eJFq/Ikeps93V8JIf2TPd2HPv/8c8ybNw+PPvoocnJyEBYWBgCYP38+tm7dijlz5uDuu+9GcnIyrxW3AwYMwNixYw2/8JeUlCAgIACVlZXQarW8tjp1RSgUYujQoQgICEBBQQFOnz7dbrzg6+uLiRMnWrSNyxLu7u4YO3asYXtZaWkpAgICDOMFdlLS1tdWWFiI33//HT4+PnB2dkZZWRm8vLx65NrY2Aj22urq6gyr0y3dftcV9toCAwNRWFiIM2fOwNvbG66urigtLYWnpyfuuOOObofcs9hrY7cTlpSUICgoCPX19WhqajKsvLf1tRUVFeHcuXMYMmQI3N3dDR3Mrbk2hmHwyy+/IC4uDvX19di2bRseffRRCIVCPP744zhx4gTi4+Px5ptv4syZMwgNDe32tdxs9nR/7a8olcyOHD16FJGRkfjll18MhZb+6t5778WlS5ewY8eOdoWnwYMHIzMzExcvXoRSqcSYMWOwefNmtLS0WPzaAoEAfn5+iImJMSz9FolEGDNmjEXZQnyxq5QCAgJQWlqKa9euITQ0FNHR0Tbfhy0QCODr64sRI0YAuJHTxTAMRo4cacNrE7T7/yKRA0QiERwcHODg4HBjy52DA2xVlGp3ZIEQDg4O/7dKSwuhUGT4c+fnaB12lVJ4eDiuX79uyDPoqe+bj48PRo8eDScnJ0Mb4OjoaJsNMrnYa5NIJKisrERxcTG8vb0RHR3NqyjFMAxycnLw97//Hf/617/w4osv4uLFi3jwwQcN5ywQCHDvvffizJkz2LdvX78sSgH2dX8lhPRP9nQfmjJlCk6fPo0PP/zQUJQCAFdXV7z66qvIycnBoEGDcPvtt2PdunVQKpW8Xt/b2xvDhg2DQCBAQUEB9Ho9Ro8e3SPPVEdHR4jFYoSEhKCiogIlJSUIDAzEsGHDbFa44fLy8sKIESMgEolQUFCAtrY2jBgxwqpYga44OjoiMjISERERqKqqMkzoDh8+vEeuzdPTE6NGjYKzszMUCgWam5sRExNjk86LxhwcHBAZGQmJRIKamhpD3tWwYcNsVpTiGjJkCEaNGgV3d3fDdrGoqKgeu7aIiAhER0ejvr4ehYWFGDRoEGJiYnhfW2FhIZ566inMmTMHjzzyCK5cuYJ58+a1O+fJkyfj+PHjOHToEIYOHWrTa7lZ7On+2l/RVj47oVarMXXqVHz55Zc4f/48Dhw4gKlTp9r1EkSGYfDDDz9g+fLlaGxsREpKCv72t791eXPnts0NCwuDn58fFApFl/lT1uBuEXR1dYVEIoFWq7Xpsl0u461mQUFBKC4uNsw8WRp0bs7Fn6dDgDYAN65PKBDAzU0IJycBBAIGbW1Ac7MeeoYxfC8YDOjWVj7836vo9Xo4OjrA3Y2BQOgChmmFqlkAtVoHoUAA/N+AzMn9PkSNXd+t62RnW/V6PaRSKZycnCCTyQxbJW01uwXcCGFVKBSGls0RERGorKyEQqHosOXOFtiQ/tbWVkPWWH5+Pq8MjNraWqSmpuKDDz7As88+i40bN9r0s9yX3Ir3V0JI33Ir3ocYhsHp06exYsUKw7a/+fPnd/l84sYlDB06FEFBQSgpKeEVKs3nHNludA4ODpBKpQBgCKOWSCQ2nfQ0zmQaOnQorl27hsLCQl5B55Ywbs4jkUjg7OwMmUxm81VMQMdg8/Dw8HZjIWuyl8ypr69Hbm6uYXX6wIEDIZfLO2wntAXjeI/IyEjU1dUZfj+wtjthZ7g5UpGRkfD09ER+fn6XuaZcSqUSW7duxY4dO/DII48gNTUVISEhNjvHvuRWvL/2RVSYshObN2+Gs7Mzli5dCgCYPXs2pkyZAmdnZ7v/gdJqtXj33Xexbt06REdHIyMjA6NGjeowCGhpaUF+fj6uX79uct+4cUZTd2aejLuhGXejs0XQIRe3i6CpLiXsIK2mpsaQS2Dtw/bizzMAphmAAK4uQri6sAUoIQAGbAGppVWAllb9jb8TDLSyMPUx6su3Q6/XQSQSwX0A4OgohAAC6BknCAVqMGCg1eqhUgmg0WohFArh5H4/osaus+r6zAVecgdpDMNY3OWuMwzDoKyszNCCOCoqqt3efO4gzRYDzq5ypGprayGXy9HS0tJpRx6NRoN3330XKSkpGDduHLKysjBixAibz9L2Jbfy/ZUQ0jfcyvchvV6PgwcPIj4+Hj4+PsjIyMDEiRM7PHfa2tpQUFCA8vJyk11vO8ufsga3o69Wq+3QjY7N95TL5XBzc4NUKuUdRM7F7SLo7e3dodObpY1wLMWOiZuamjoEZPMJSLdEV8HmXY1x+WKbz1RXV5ucjGO3E6rV6m7HKRg3RJJKpe0ybLVaraHpkrWNibiMM7KMc6QaGxshk8nQ2NjYaWC9TqfDgQMHsGHDBoSGhiI7Oxt/+ctfaJxHehwVpm5Bplpi3nfffXB1dUVsbCyKiorw1FNP4aeffupXN6H6+nps3LgRb731Fh5//HGsXbsWfn5+KC8vx+uvv44ZM2YYVg119ss9N2RRJBIhKiqKdwg6n5a01rSG5dLpdCgpKTG0Eu6qi2BdXR1yc3N5tfTlUqlUyD19P9xcdRjgykAkEuL/b5sT4EZhinUjb0rVIoCq2RHRf/mK1/JhhmFw6dwuoHk3BrgJ4OQECAX//31kC1Pcr1dr9FA1Ay36ybhtcjqv4ptxmKe5UEhulztrZ7r4tCDuqqjaFW5bZrZ1sbmfAXbAefXqVQiFQixYsAACgQDfffcd4uPjodVqsXnzZsyaNcvmy897kr3e+wghhMte73UqlQqbN2/Gli1bcP/992Pjxo0IDQ1FbW0ttmzZgr/+9a/w9/eHWCw2O96oqalBbm4uGIYxrFzn8z5wf7lnizadjTfYglJRURH8/PwgFot5FVW4K+/d3Ny67CLILShZs7qbu/K+q5U13e2Ux7fAxS0ohYaGIjQ0lFfxzXhFllgs7nQXATdQXiQSQSKR8A5dN16dbq7A1VVRtSt6vR4lJSUoKCiAh4cHpFJplz8DMpkMBQUFqKqqwksvvQSRSITffvsNcXFxuH79OtLS0vDEE0/QOI/cNFSYukUZt8RctWoVpk6disOHD2Pp0qVYsWIFJk6c2NunaZXc3FysWrUKP/30E0aPHo2zZ89i7NixeP/99y1egsoWfAoKCjp01OtMZ103LMGdxeN2WukMd+m4qRkYc9jONDKZzOIufdwHZrDXKbg7fg8B02b0VcaFqf87nsAVSs10lNVMMNsul4udrdK0XUeo9xE4MLkdvsa4MMXSCYJR3vA3qHVBFhXfjJdXdzWgNf63RUVFKCwstPjf8v1ecxlvQ+1q5Zvx9zoqKsriApper8e+ffuQmJiIQYMGwcvLC3K5HImJiViyZEm/DYa053sfIYSw7PleV1xcjDVr1uDTTz/FuHHjcOHCBUREROC9995DTEyMRa/BFnzy8/MtLqqwhRE+26FYfLv6GhdtxGJxu5X35hj/W0tiI7hFGz8/P7OTuOb+raUrmhoaGpCXl2fVlsD6+npe2wm7U0BjCz4KhaJDd8LOcL/XYWFhCAsL4/X7ALvlji2+mfuMGXf2i4qKgpeXl0XHYhgGX375JVasWAGhUIiQkBBcvHgRK1euRGxsrE23Td5M9nzvs3dUmLpFGbfEdHZ2xnfffYfExERIJBLs3bu3t0/RahqNBrt27cKrr76KlpYWeHh4YNu2bXjwwQd5V/25q2hCQkIQHh7e4QHBbQlsaeGlM5asomG/xtTScT6Miyqmim/cr/H09IREIsGAAQOg0zSgrjwb6qYfAUb3f19tVJgSOMBp4N0YErgUIoeBHdocm1o+zC3acAsvLY2n0XBtO/SaYsPXGhemBCIvuPv8EwO9ZxkKd3K53BD0bVy447aO5lvcM8Yt3AUGBiIiIqJD4Uaj0SA/Px9lZWXdzrjgLjPvrAtPfX098vLy0NraColEYtXnpK6uDhs3bsR7770HkUiEO++8E1lZWRg9erRV590X2PO9jxBCWPZ8r2MnTuLi4lBXVwdXV1dkZGTg8ccf5z3Os2TlulqtRkFBAcrKyrq9lYxdRdPS0gKJRGJyFQ37/LZk5b053ILMoEGDTOZVGhdtLCm8dKalpQUymcxQVDFVfONboOsMNzKjs9VWxkWb7mw51Gg0hq2UnRXuurs6jquhoQEymczkVkqWUqlEXl4elEql1dmn7CrEbdu2QSgUYuTIkdi2bRsmT55s1Xn3BfZ877N3VJi6hc2YMQPjxo3D5s2bAdy4wYWEhGDfvn148MEHe/ns+GMYBp988gkSExMhFAqRlpaGBx98EDt37sSGDRswcuRIZGRkYPjw4bwfSkqlErm5uWhqaoJYLEZQUFC7/f7s9ihbdCjpLHeIfQCxS8e7k43AZWoLm4ODg2GrmrlVVeqWAtSVbYWu9SK4hSkH13HwCFoJJ5eOK9RMFdbYok15eXmnxT2GYdBUcwRNVe+B0dX+/8KUwBVuQ/6BQf4LIRS2Lxqyq6EKCwvh4eEBiUQCd3f3DoGXtmodzc3yYme6hEKhTfPEWNxl5kKh0DDgamtrg0wms2qmjqXVavHBBx8gOTkZI0aMQFZWFkJCQpCeno4333wTjzzyCDZt2sSrhXdfYm/3PkIIMcXe7nUMw+C///0v4uPjUVdXh+TkZMybNw8HDhxAQkICAgMDkZmZidtvv533M12lUhlWvbOrmRmGMUzODRkyxDCGsMV1cHOHoqKiMGTIEJNjCFs04+EW39hICycnJ0N0hVAohFQq5b1VrTOmVkOxkQJsYac7RRsubmHN3d0dUqm03Zi5O0UbU7jRCuyENTtmtlWeGIstrMnlcuh0OkRGRnYYM3cVPdEZvV6Pf//731i/fj38/f2RnZ2NUaNGITs7G1u2bMGMGTOQlpaGYcOGdfs6eoO93ftuFVSYukUdPXoUhw8fxqVLl/Dpp5/C398fsbGx8PT0xNGjR/Hjjz/2u723crkcd911F9auXYtnnnmmQ6jzhg0bsGvXLjz55JN49dVX4ePjw+v12aXRubm50Ov10Ol0GDx4MMRisU0eQMbYTm1FRUVwcXFBW1sb76XjfLAP8YaGBohEIkOxw5JuMi0Nv6Hh2muA0BEegSvg4j7G7NezK5rYZeYajcawaqurrXB6vQaNFR9A1fANnN1GY0jgcogczb//7GxnaWkpnJ2dodFoeG+35IMtfDU3N0MoFBpWZPVE1zpukL5IJIJGo4Gvry8kEgnvQR/DMPjpp58QFxeH5uZmZGZm4u9//3u7wVxxcTHWr1+Puro6fPbZZza+mp5nj/c+QggxZo/3uurqaowbNw7Lly/Hiy++2O4Zp1QqkZGRgezsbDz88MNISkpCcHAw72Ow+VNqtRoMwxhynaxdUW0OO3lWUFAAZ2dntLW1dbrq2haam5shk8lQXV0NR0dHMAxj8856LHZFE9vdWK/XG7bRWbsiyxx2RdPNHDOzhUxHR0fDlsnuNMTpjPGYWavVttvFwPe1zpw5g9jYWJSWliIlJQVPPfVUu7FwZWUlkpOTcfbsWfzyyy/97j5hj/e+W0X3y/Ck31Gr1UhKSjK0xExISEB8fDzOnz+Pb7/9FkqlEnv37sXTTz/d26fKi1gsNrTrNebp6YnXXnsNixYtwsqVKzFmzBjExcVh0aJFvEOkWQxzoxudLWazTGEYBgzDQCAQgK0fC4XCmxZCKBAILD6W6+A74DxwAq9zEwgE7R4Mlj4khEJHeAQ+j0H+z1l8PPZauN1yerImLxKJ4ODgYDgOw9zoVMh+P21JIBDA0dGx3aCCLZzykZ+fj4SEBBw/fhxr1qzB8uXLTRa2hg4dig8++ABarbbb536z2eu9jxBCuOz1Xuft7d3pOG/gwIFITk7Gc889h7i4ONx2221Yvnw5li9fbvFqdoZhoNPpDOMDhmEgEol6pLDBPSY7zmOP11PjPONxj0AggEgk6rFf0tmxFzv+Yf+uJ7DjY+572dPjPG6XQuDG2KunODg4QCQSGT6fbLGPj/Lycqxbtw6ff/45li1bhjVr1pjM2vL19cVrr70GrVbb7wo49nrvu1XQiqlbkKmWmDqdDps2bcKYMWPQ1NSE6dOn44cffui3wXfmMAyDr7/+GitXroRer0dqairuv/9+szdftnuFRqNBZGQkAgICoNFoIJfLzeZPWYPbWWPQoEGGkEZuZpAtt59xWwyz1yESiQzbCblLo23BEGzO6QzItre9du1at3O6uDoLvDTunBgUFGST99JUJhn3vRwwYIDNlngDpnOkuO+lJTOvDQ0NyMzMxDvvvIPHH38cycnJCAgIsMn59TW3+r2PEHJruNXvdQzD4Oeff8aKFStQVVWFjRs3Ys6cOWYLPtxA7YiICAQFBUGn0xlCvQMCAiAWi202NuF29pVIJBgyZEiPbT/jZmRxt/LxbYRjKW4+Ensd3PeyuzldXNxMURcXF0OXZLZzolKpNOSa2uK97GxbJLchEdvBzxZMfSbYKBFLg+qbm5vx2muvITs7GzNnzkRGRgYiIiJscn59za1+7+vvqDBFbllqtRpvvvkmNm7ciHHjxiEtLQ0xMTHtChTclsCdBXYb509ZuySaG8bt4OBg2O/f2dewod7WDiS4IY2+vr4Qi8UdHmzGYY/dyQRg8xtqa2sN+Q3G72VTU5NhO2Fn77clLGlBzC4zl8lkVrcCZhl39jMVJM/NJPP29u5WJllra2uXOVLc99tUVoVWq8XevXuxceNGREVFISsrC+PGjet3s2OEEEKIKTqdDh9++CESExMRHh6OjIwM3Hbbbe2ec109K7lfw82fsnacV11dDZlMBr1eb7LJjXFgd3diADrL2TT1NebGL5ayJNic7WxYXV3d7Rwt7kSnqegJhmEME8s6nQ5isdiieApTLOnsx3b0VigUGDx4sMmweUup1eouJ7+5eVfBwcEIDw9vVzjV6/U4fPgw1q5dCy8vL2RlZeGvf/0rjfNIn0WFKWKRP/74A2vXrsWRI0eg0+kwYsQIaLVaXLp0Cc7Ozti/fz8uXryI9PT03j5V3qqrq7Fu3Tp88MEHeOaZZ5CQkICqqiqsWbMGUqkUzz33XJd71NlCSF5eHkQikcmikjnchyu7Isvcg8O4o55UKrW4rS+3RbK7uzskEkmXK3i4nVbYbCZLBxLcmTpLu9FxA9ItzbliNTY2Ii8vr91MHZ82wnw60hgHmFrS2a+1tRUFBQVWrQ5jw0MLCwstLhSyeVerV6/GAw88gOXLl+P3339HbGwsGhoakJGRgblz5960LaK2Ys/3JEII6Q32el9tbGxEamoqXnvtNfzjH//Ahg0boFarkZiYiIEDB2Lp0qUW5TpxOydLpVL4+PhYPDZhA8FVKhWvsYk1jVPYVUTsCh5LxiamGuFYugvAko51xow7D/JZuc4tFHI7OHeGYRhDODl3hZoluMVEhmEMhUJz56pWq6FQKFBaWsp7dZherzcUCtnA/a5ypNi8q4SEBIwfPx5xcXGQyWSIi4tDfn4+kpOT8eyzz/ZIpmpPstf7EekcFaaIxRYtWoSHH34YCoUCSqUSQ4YMQU1NDZYvX44ZM2bg2LFj/XZZJMMwuHTpEl5++WWcOnUKWq0W9913H9LT0xEZGWnx6/B9oLAPE2tXCLW1tUEul6OioqLLkEdLVhF1hTuQYFeHdfbvjWfqpFIpr5BGdiCRn5/fbnl2Z1pbW5Gfn2/Re2GKRqMxLDO3pOjDtny2dmtlU1NThxnYzr73xkvVo6KieG0H1Ov12L9/PzZs2ID6+nowDIM1a9Zg1apVNukk2Vvs+Z5ECCG9wZ7vq/n5+VixYgW++eYbMAyDyZMnIz09HaNGjbL4NdjOyXK5HO7u7oiKijK7KoZdIVRVVdXpKiJzuFvHLJnc40ZPsHEJfMYm3K1jERERCA4O7rSAZjzRyTf2wdTKdXOrw6yZ6OQyntQVi8Vmx6VNTU3Izc216L0whbuCzNIxurUT3ADw+eefIzExEdeuXYNOp8PSpUuxdu3aHmnQdLPY8/2IdESFKWKx6upqPPDAAxAIBDh+/DgcHR0xbdo0xMTEYMqUKXjyySd7+xSt1tzcjG3btiEjIwMSiQSVlZUYMGAA0tPTcffdd/Ne9srm/HTWypVbRDG1/JavrlYJcVv3stkJ1q6Q4a4SMrXlkLvd0NKZOnPYVUJFRUUml5lz/7u3tzckEonFq8dM6Wogwf3vnW2j46O2thYymQxtbW2G7jjczxu74kmtVls1yARuDDS3bNmCN954A6NGjUJhYSHCwsKQmZmJv/71r1afe2+z53sSIYT0Bnu9r6rVarz99tvYtGkTAgMDoVKpoNVqkZycjNmzZ/MeE3Ens9isIe6KK+Ncp4iIiG5lKqlUKuTl5aG+vt7kdkJbRSEA/38LXF5eHhiGgUQiabc6jDvRCcCiVUTmcLNVTW2B4076drYlkQ/u6jBTK9e52+j4rh4zhTtGN1XgMo4EsSb3tLW1FW+88QY2b94MiUSCqqoqDB48GBkZGYaf5/7IXu9HxDQqTBFeZsyYgXHjxmHz5s0AgO+//x6xsbE4c+ZML5+Z9Xbv3o3ExEQEBQUhMzMT06ZNg1qtxmuvvYaUlBTccccdSE1NRVRUFO/XNg4t9PPzQ3FxsdlcJ2uZmm1xdXU17OVniyy26iLI3UvProhSq9XIy8tDW1ubTQPagY7LzMPCwlBTU9Mh8NJWuOGdERER8Pf3N3zvupu3ZYwt9snlcohEIsMsHvu9Y7dP8h1k6nQ67Nu3D0lJSQgPD0d2djYmTJjQrhA7depUbNu2DWKx2CbXcrPZ4z2JEEJ6k73dVz/99FOsWrUKrq6uSE9Px4MPPgidTof3338fa9euhVQqRUZGBkaPHs17zNLc3AyZTIaamhrDxF9paanZXKfu4G4nZKMYbDnRyWVqRRQAXnEJfHBXh/n7+yMiIsKQ9WrtKiJzjFeuBwUFoby8nNc2OkuZyrvy8PAwRDtY20RJr9fjiy++MGxL3bZtG6ZPnw6NRmMoxA4fPhzbt2/H6NGjbXItN5u93Y9I56gwRSx29OhRHD58GJcuXcKnn34Kf39/FBYWYtWqVfjkk096+/Sslp6ejoiICMydO7fDgKSyshJr167Fnj178NxzzyE+Pp532Di7VDknJwcajQbu7u4YNmxYjy2t1ev1KCwsREFBARiGgY+PD6Kjo21WRDGmVquRm5uLiooKCAQChIaGIiIiosf2siuVSly5cgWNjY1wcHBAdHS0VauILMEW+3JycqBWq+Hm5obhw4fbtADGxc4K5ufnQ6/Xw8vLC8OGDeP9vWMYBr/++ivi4uJQVVWFtLQ0PP744x0Gj9XV1UhOTsYLL7yAmJgYW17KTWGv9yRCCOkt9nhffeutt+Ds7IwFCxZ0GJvU19cjOTkZb775Jh577DGsXbsW/v7+vI9RU1ODy5cvo62tDa6uroiJibFpEYWLYRgUFxdDLpdDr9fD09MTMTExPbY1X6vVQiaTobS0FAAQHBwMsVhsk07UpjQ3NyMnJwe1tbWGLX7BwcE9tuqnpqYGV65cQWtrK1xcXDBs2LAe/d6VlpYaClQeHh4YPnw47+8dwzC4ePEi4uLicPXqVWzcuBHPPfdch8nnxsZGZGZmYubMmbjzzjtteSk3hT3ej0jn+lfaLek1arUaSUlJSEtLw8aNG5GQkNDbp2Qz8fHxePTRR00+8Hx9ffH222/j5MmTuHTpEkaPHo2dO3dCq9Va9Nrc/fNOTk4IDAxES0sLCgoKoFKpbH0phlynoqIieHh4wM/PDzU1NSgsLIRarbb58dil6pWVlfDz88OQIUNQWlqKkpIS6PV6mx9PpVIhPz8fzc3NCAwMhLOzs6EjSU/U2Ovq6lBQUAChUIigoCBoNBrDUnpbY7dAFhUVwd3dHQEBAairq4NMJkNLS4vFr1NcXIxnnnkGs2fPxkMPPYScnBzMnz/f5Iymt7c3tm3b1i+LUvZ8TyKEkN5gr/fVF198EQsXLjQ5Yebh4YEtW7bgjz/+QG1tLcaOHYusrCy0trZa9NrcLnrsWEGr1UKhUKCxsdHWl2JYxVRYWIiBAwfC398f9fX1KCgosPic+WCvpby8HD4+PvDx8UF5eTmKi4stHgvzwXaaq6+vR0BAAAYMGICCggKUl5f3yDivoaEBBQUF0Ov1CAoKAsMwyMvLQ01Njc2Pxf5OUFRUBFdXVwQGBhpyrJqamix+nevXr2PJkiWYMWMGxo8fj7y8PCxatMjkjohBgwYhOTm5Xxal7PV+RDpHK6aIRTZv3gxnZ2csXboUADB79mxD+9FbpWqt1+vx2WefITY2Fi4uLsjIyMC0adM6ncGpq6szbGvjZgd1lT9lDW6uk3HuE7tUub6+HhEREQgJCen2smvjbXzcperGy8yNWyFbo7PAS+NOK7bazsdtH80NJtdqtSgqKuo078pa7GdFrVa360LIJ4tMpVIhKysLr732GmbPno20tDQMHTq02+fWV9E9iRBCbOtWv68yDIPvvvsOK1asgEqlQmpqKh566KFOx0zsNjPjcGy2mFNcXAx/f3+IxeIuO/5Zcm7c7nDc3Ce2c3J1dbUhYL27q9a52/gGDBgAqVRqWOnPNn+xpBGOpbjvGTcuwTgg3Vbb+VpbWyGXy3H9+vV2ofTc8a2pvCtrsTlT3K6M7O8ElmaRtbW14a233jLEMGzZssWqmJH+4la/H92KqDBFCE+tra3Ytm0b0tLSMHXqVKSkpLTL5yktLUV1dXWHooYxbreP7uzT54Znm8t16k6bY5ZxsLlEIjE5QDAuGPHtIseyNPDSVgUjbr6BqTBTVmtrqyEXoDuZDtzBpLkcKW73xoCAAAQHBxveB71ej4MHD2LDhg0ICgpCVlYWJk2a1G+DLgkhhJDepNVqsXPnTqxfvx7Dhw9HRkYGRowYYXiuXrt2DdXV1V12W+PmT3XVfdccbualufEi2znZ2m7BgPkCmPHX2aJgpNfrDR2Y3dzc2hXAjL+OG5AulUqtyu5iG+YUFhaazXpVq9VQKBSGvKvIyEirIjGMu2eHh4ebXNnEdm+srq5GYGCgYRcCe+1ff/01EhIS4OLigq1bt+Lee++lcR6xO1SYIj3mjz/+wNq1a3HkyBHodDpMmTIF0dHRKCgoAHDjZn3hwgU0Nzf38plap6KiAomJiThw4ACef/55PPHEE0hPT8exY8fw9ddfY8SIEV0WK7hLwAUCAaKioix+sHNXQoWFhVk04GEHAGybYz6tfbkrwCwd8LAFo64GAMasHfBwBwB8VqPp9XqUlpaioKAAAwcOhFQqtWiGjPs94NMFR6vVGjoJ8glSr6mpwdatW7F//36sWrUK48aNw5o1a1BWVobU1FQ89dRTNgshvVns/T5BCCH2yt7v33V1dUhKSsI777yD+fPnY9GiRdi+fTsOHTqEQ4cO4S9/+YtFz+7a2lrk5eVBq9XyWkneVZdgU7gTiE5OTpBKpRZno3bV4dkU4wlEqVRqcWA4O/7V6/UWT5haOoFojGEYXLt2jXfDHLZgVFVV1W5lVVfYaA2FQsFrwrShoQHvvfcetmzZgqVLl+Lee+/FunXrcPHiRWzYsAEvvPBCj2V79RR7v08Q26HCFOlRixYtwsMPPwyFQgGlUon4+HjDf1u5ciXCwsKwZMmSXjzD7mEYBsePH8fTTz+N4uJiREVF4f3338eYMWN4vQ53JqirB3tbW5thv72pNreW0Gg0KCwstGiZuUqlglwuR01NjdXd4bhLps3NGAE3Hsp5eXlobm62eok4d4WRue2LxjOD1rY8ZjutaDQaiMXiTsPY2YGRTCYzOzNojk6nw+bNm7F582a0tbVh3rx5eOedd2yy1Ly32Pt9ghBC7NWtcP++cOEC5s2bh6tXr2Lo0KF45513MHXqVF6vwV1J7ubmhqioqE4nBjUaDRQKBUpKSqzuAqzT6QwTg15eXoZOzaYYj9EsKYAZ425J62ps2tTUhLy8vC7HaOZwV6N1tX2xrq4Oubm50Gg07eIS+OCOTdnui52NK9mJVTZaw9PTk9ex9Ho9du3ahXXr1kGlUmHmzJnYu3dvjwWy3wy3wn2CdB8VpkiPqq6uxgMPPACBQIDjx48bih/Hjx9HSkoKvvnmm367FFWj0eDdd9/Fhg0bIJVKcd999+G9997DoEGDkJGRgSlTpvC+Nu6D3XjFj/EgQywWd7uNrbmtZMb73i2dlTLH3Gwcd2aQz6yUOWzRyVTeFXcrJTcbwlps0Sk/Px+Ojo4dBiO2GBg1Nzdj+/btyM7Oxn333Yfo6Gi8+eabmDBhAjIyMngXRPsKe75PEEKIPbPn+7der8f+/fuRmJgILy8v/OMf/8C+ffug0WiQmpqK+++/n/e4wVz+FDtJqVAoeK3eNsd4Kxm36MRdvc1nVbs5KpXK0CSG3b7IvkdtbW3Iz883xCDYImOVu32Rm+cK2G4rJYvt1CyTySAQCCAWi9ut8mpsbERubm63JlbVajXeeecdpKenY8KECZg4cSLeeecdhIeHY/PmzZg8ebLV59+b7Pk+QWyHClOkx82YMQPjxo3D5s2bAdxYzTJ16lQcOXIEwcHBvXx21snNzcXDDz8MgUCAjIwMw/9vaWnB1q1bkZGRgbvuugspKSkIDw/n/frsbFJjYyPCw8MhEolQUFAAFxcXSCQSi5dlW4obvh0REWGYrTOX62Qt4wd7ZGQkGhsbOwRe2vJ4bICnq6srwsPDUVVVZdOBERe7fLuwsBAeHh4ICQlBeXk5qqurrR4Y6fV6HDp0COvWrYO3tzeys7MNhc/a2lqkpaVhx44dePbZZ7Fjxw6bXcvNZI/3CUIIuRXY4/27vLwcDz74IGpra5GamorHH38cQqEQGo0Gb731FpKSkjB27Fikp6cjJiaG9y/VLS0thu5vYWFhcHFxQUFBAUQikSG/05a/qHMnBiMiIgAACoXC6tXbXeFuX4yIiEBra6tNJ1a5GIbB9evXDauUIiMjUV9fj5KSEptNrHJxg+Hd3d0RGhqKysrKLnOkurqGb775BgkJCRAKhdiyZYuhkNPU1ISsrCxs3rwZ999/Pw4ePNjvYhsA+7xPENuiwhTpUUePHsXhw4dx6dIlfPrpp/D398fChQsxY8YMPPnkk719elZraWnBgQMH8PTTT5t8+JSWliIxMRH/+c9/sHjxYqxevZr3rJder4dCoYBCoQAAhIaGQiwW99iMgl6vR25uLkpLSyEUCiEWixEaGtojxwJuzNRduXIF169fh4ODA6KjoxEQENBjx2tra8OlS5dQW1sLZ2dnDB8+vEeXRTc3N+PixYtQKpVwc3PDyJEjLc7zYjEMg3PnziEuLg4KhQLJycl45plnTBa2ioqKcP78ecyePdtGV3Dz2Ot9ghBC7J293r91Oh3ef/99PPXUUyYny2pqarB+/Xq89957WLBggWFVFV/FxcWQyWTQ6/UIDg5GVFRUjxUd9Ho9CgoKUFhYCAAIDw9HREREj44rr169irKyMohEIojF4h7tFqzVanHp0iVUVVXBwcEBw4YNg5+fX48dr62tDX/++Sfq6urg7OyMkSNH8p44ZhgGOTk5SEhIwJkzZ7Bu3Tq89NJLJidMr1+/jh9//BGPPfaYrS7hprHX+wSxLSpMkR6jVqsxdepUfPnllzh//jwOHDiA2bNnY+/evfjPf/7T26fX4xiGwenTp7FixQoUFBRgw4YNmD9/vkWrZZRKJfLy8qBUKhEWFgYAhta11nYiMaeurg4ymQytra2Gma3i4mJ4e3tDIpF0e2m3MW7gZUREBBobG226ZZDLOEg9PDwcNTU1vAPS+RyPmyMxdOhQVFRUGHIQQkNDLZpJq6iowPr163Ho0CEsWbIEiYmJvAtb/cGtfp8ghJD+6la/fzMMgytXruCVV17B6dOnkZCQgH/9618W5X6qVCrIZDLU1tYiNDQUTk5OKCgo6DJ/ylrccWV4eDgYhumxlfHAjS12ubm5aGtrM4wri4qK4OPj06PjSoZhEB4eflPGlXl5eXB0dDSsxL9+/TpCQkIQHh5u0biypqYGqamp2L17N5599lls3LgR3t7eNjvPvuJWv08Qy1FhivSYzZs3w9nZGUuXLgUAzJ49G//9738RHR3dbsnw4cOHeQcD9id6vR4HDx5EfHw8vL29kZGRgUmTJpmcoeIGUBo/3IyDJSMjI7tdUOHuvzfOmOITWG4pbuBlZGRku1wnc+diLXNB6uwgrbGx0erwTWPcHCmpVNou04rNQWhpaTHkIJg6XktLC9544w1s3boV99xzDzIzMxEZGdmt8+rL6D5BCCH9E92/b2AYBl9++SVWrVoFgUCA9PR03HPPPSbHedyxXGBgICIiIgxFE27mk7+/PyIjI7sdbcBnXGlNMx1jXY0r8/PzTeZdWcvcuNIWzXuMmcuRsnRcyWbUpqSkYNy4ccjKysKIESPsNmOJ7hPEUlSYIn3WzJkzkZWVhWHDhkGhUGDhwoXw9PTEoUOHevvUrKJSqbB582Zs2bIFM2fOxKZNmwxb5WpqanD+/HkIBIIuAyjNPYQtpVaroVAoLGq3y30Is4HlfB+efAIvuXlX5jrcmcMdiJkLUmcYBjU1NYbVW3zaOHNZGrDJXb0lFArR0tKC6dOnQygUQq/X4/PPP0diYiI8PDyQnZ2NadOm9duBir39/BJCCLEte3tOqNVqvPHGG0hOTsaECROQmpqKqKgoQ07Qr7/+CpFIhCFDhphdpWSuMY2l+ASbNzU1QSaTob6+3uqJOm4nQUvGlZ01wrGUWq1Gfn6+oUO1ucladlzZ1tYGsViMgIAAq8ax3BB5c5O13MY7LS0tuOuuuyAUCsEwDL777jvEx8dDq9Viy5YteOihh/plXhRgfz+/pPdRYYr0WZcvX0ZsbCy++uorzJ07F3FxcUhPT8cnn3zS26fWLcXFxVizZg0+++wzvPjiixCJRHj77bdx1113YceOHRYHULLLlgFAKpVatPxXr9ejuLiY97ZA4+1wUqnUoiwFNghcoVDAy8sLEokEbm5uFh2voqICMpkMzs7OkEqlFu3b1+l0KCwsRGFhIa8OM3q9HuXl5cjPz+cVBGquu05Xx7t48SLuv/9+SCQSLFy4EAcPHsTVq1exadMm/POf/+z26rTeZq8/v4QQQmzDXp8TVVVVWLt2LT788EM8++yz8PX1xY4dOzBs2DDs27fP4lUh1nTztXY8A8AwUafT6SCVStt1nDN3vNLSUhQUFPDqJGjcCEcikcDb29ui47HjSg8PD0ilUouC1LkB6Y6OjoaA+a5wO2LzibdgGAb5+fm455574OXlhRdffBFHjx7Fr7/+isTERCxdurTbq9N6m73+/JLeQ4Up0qctW7YMIpEISqUSiYmJWLVqlV3c8PR6PTIyMpCUlAStVotnnnkGW7du5b2kmR0Q5Ofnmy00sQ9kuVzOq7Bk6niWDAjYwpJcLoejoyOioqKs6iTIHRCYK2wxDINr165BLpfDxcUFUqkUHh4evI/HnWE0l4PA7fTXnTyInJwcPP7445DJZBg2bBgOHjyIkSNH8n6dvspef34JIYTYhr0+JxiGwc6dO7Fq1SqoVCo88sgj2LlzJ++teez4RiaTmS002WoFOFvYksvlcHd3h1QqNTm+sbawZOp4lhS2rJ0gNabT6VBSUtJlvpZxIcvacWxxcTHmzZuHCxcuICwsDPv27cOkSZN4v05fZa8/v6R3UGGK9Gn19fWQSqW4fPkyVCqVXdzwfvvtN6xatQpyuRzr16+Hi4sL1q5di4CAAGRmZmLChAm8H+wajQb5+fkmcwK42UbG++GtZW4JNXfJtEQisWornjFzWwGtmVHsCjcHwTiTgdsC2dqBX1tbG958801kZmZi2rRpWL58Od5//30cOnQIS5cuxZo1a2zeurk32OPPLyGEENuxx+fEn3/+idjYWPz2229ISEhAaGgoEhMT4eTkhIyMDEyfPp33uIE7cebn5wexWGwocnGDzSMiIqyKeDCm0WhQWFhockW4LbbimTpeQUGByYgJW0RKGOPmaxkfj5tPKpFIrNr6p9Vq8cEHH2DTpk0YNWqUoVP3hx9+iIULF2L9+vXw9fXt1jX0Bfb480t6DxWmSJ83fvx4nDlzBoWFhf3+hpeWloaUlBSsXLkSq1atMswKKZVKZGRkIDs7G7NmzcLGjRsRHBzM+/W5OQEhISFQqVSGbnBhYWHdDn00dTw27yokJARNTU2ora21WcikMe7gKzg42HA8c7lOfel4er0eX331FRISEuDm5obs7GzcddddhgHPuXPnsHr1aly4cAFnzpwxdGTsz+zp55cQQojt2dNz4t1338WSJUvw4osvIjEx0bCqp62tDdu3b0dqairuvPNOpKSkQCKR8H59bv5UcHAw1Go1725w3TleW1sbKisrbRZeboyb2Wl8PFs04THGDUjnHs9cPqk5DMPgp59+QlxcHFpaWpCZmYnZs2cbCndXr15FXFwcfvjhB/z0008YO3asTa+nN9jTzy/pXf0zbY2Qfmru3LnIy8tDUlJSu6XKAwcORHJyMi5fvgyGYXDbbbchNTUVzc3NvF7f3d0dI0aMwJAhQ6BQKFBTU4Po6GhERETYvGjDHm/kyJHw9PSEQqFAbW0toqOjER4e3iPHGzhwIEaNGmW4vtraWkRFRfVI0c2Wx2MYBn/++SdmzZqFl156Ca+88grOnz+Pu+++u90s3G233YZjx47h008/NQTjE0IIIaR/mDlzJi5fvoysrKx2W82cnZ0RGxuL3NxcBAQEYOLEiVizZg3q6+t5vb6rqyuGDRsGPz8/FBUV4fr165BIJJBIJDYvErHHGz58OHx9fVFUVITKykqIxWKIxeIeOZ6bmxtGjBhhuD7u8Xoie3PAgAEdjhcZGYnIyEjex5PL5Zg3bx4ef/xxzJ8/H5cuXcIjjzzSbjVZdHQ0Pv/8c3zzzTd2Fd1AiC1QYYqQm4jdSteZsLAwHDx4EF9//TW++eYbjB07Fh9//DH0en2Xr63X61FUVIRffvkFer0ef/nLXyCRSJCXl4fz58+jqanJlpdiyJs6ceIEtFotJkyYYDjeuXPnoFQqbX68kpKSDseTyWQ4e/YsGhsbbXo8hmFQWlqKkydPQqPRYMKECZBKpZDL5Thz5gwaGhosep2qqiosW7YM06ZNw+jRo5GXl4eXXnqp0wGPQCDAlClT+m03PkIIIeRWxcYNdMbPzw87d+7EL7/8gj/++ANjxozBe++9B61W2+Vrs+OSEydOQKVS4fbbb0dMTAwUCgV+//13i8cllmLzNE+cOIHm5maMHz8eMTExKCoqwu+//867qGbJ8a5du4YTJ06gqakJ48ePx7Bhw1BcXIzTp0+jrq7O5serqKjAyZMn2x2vpKQEp06dQm1trUWv09DQgISEBNxxxx3w9fVFbm4u4uPjzeaJTZo0qd83uSHE1mgrHyF9lE6nw4cffojExESEhYUhIyMD48aN61CwMA6EZAMoWdx9+4GBgYiMjOxWJxDjwEs2gJI9Lz4tgy3FdiBkGAYSiaRdpxhuZzzj3AVr1dbWIjc312RnGksD0tVqNd5++21kZGRg0qRJ2Lp1K6Kjo7t1XoQQQgixD3q9HocPH0ZsbCzc3d2RmZnZ6cRUdXU1ZDIZdDpdh3xLc/lT1mLzNE3ld7IdkIuKinh1qjOnvr4eubm5JvNJre3wbE5DQwNyc3PR0tLSIUfK0oB0rVaLvXv3YuPGjYiOjsbWrVtNjtMJIZahwhSxGzNnzkRWVhaGDRsGhUKBhQsXwt3dHUeOHIFOp8OUKVPwySefmF2x1Bc1NjYiNTUVr732Gh555BEkJSUhICAAAHDs2DG0tbXB3d29y2BzlUqFvLw81NfXIyIiAiEhIbzDKvkEXnJzAqzNZOJmWEVGRpoN9GxpaYFcLkdlZaUh44rvbFRzczPy8vJQV1dnOOfOjtfa2gq5XI7r16+jrKwM999/P3x8fMAwDI4ePYqEhAQ4ODhg69atmDlzZr8cqNjrzxQhhJD+x16fSa2trcjKykJ6ejqmT5+OlJQUw6qr06dPo7y8HIMHD+5y7MaOg6qqqqzOFlWpVJDJZIZxUEhISKevwR0HWZsBxc2w6iqf1FwjHEtxz7mrHCluQPq1a9cwffp0BAUFgWEY/PLLL4iNjUVjYyMyMjIwZ86cbgfA9wZ7/Zki/RMVpojduHz5MmJjY/HVV19h7ty5iIuLw7vvvouHH34YCoUCSqUS8fHxvX2aVsvPz0dsbCz+97//4emnn0ZOTg5+/fVXpKWlYeHChRYPBmpqapCbmwuGYSCVSi1q78vtUsc38NLcrFtnzHX964o1XQi7s8qroaEBc+bMwaVLlzBv3jzI5XKcP38e69evx+LFi3skg+FmsfefKUIIIf2HvT+TysvLkZiYiI8//hhPPPEErl27hmPHjiEuLg4rV67kNQ7qbPVRZ7hFGL6r663pmsdd7e7v74/IyEiLV3nxmbRkdWeVl0qlwsKFC/Hdd9/hscceQ01NDX744QfD96W7q8V6k73/TJH+hQpTxK4sW7YMIpEISqUSu3btQnV1NR544AEIBAIcP36821vKelttbS0WLVqETz75BC4uLti0aRNeeOEF3rM0er0eZWVlyM/Px8CBAxEVFWVymbKtlmuzuQFyuRwuLi6IiorC4MGDTZ4Xu1zbw8MDUqkUAwYMsOp43O2N7HZDU19XVlYGuVwOd3d3REVFtQult1RVVRUWLlyIH374AYMHD8Zrr72GJ598sl+ukjJm7z9ThBBC+g97fyY1NTXhlVdewXvvvQcHBwfExsYiNjaW98onNj9JJpPxGnd1tm3NkuNZMu7S6/UoLy83jLukUikGDRrE+3jA/4950Ov1HWIXuOdVUVEBuVwOJycnREVFwcPDg/exlEolFi1ahM8//xyurq5ITU3FkiVL+uUqKWP2/jNF+g8qTBG7Ul9fD6lUisuXL8PHxwcAMGPGDIwbNw6bN2/u5bOznlqtxptvvomNGzdi3LhxSE9Px9mzZ7F27VpIpVJkZGRg9OjRvAshneVPMQxjGDi4urpCKpVa9SA3xha6CgsL4evrC7FYDFdXV4sHNHyZK3TV1NQgLy/PZI6UpTQaDXbt2oXU1FTcfvvtyMzMxMmTJ7F+/XrExMRg69atGD9+fLevozfZ688UIYSQ/sden0k6nQ67d+/G2rVrERoais2bN6O0tBTx8fEYMmQIMjIyMHnyZN7jFONxl0QigYuLS78dd5k6Xnl5OfLz8zFgwIB2hS42R6q1tdXilWPGdDod9u3bh6SkJERERGDLli2Qy+VITEyEj48Ptm7dimnTpnXrGnqbvf5Mkf6HClPE7owfPx5nzpwBABw9ehSHDx/GpUuX8Omnn8Lf37+Xz84606ZNQ3V1NbZs2YL77rvP8GCtr69HcnIy3nzzTTz66KNYt26dVdfIzZ/y8/NDQ0MDtFqtxVvv+OLu8ff394dKpUJLS4vFS8D54i5R9/X1hUajQUNDQ5c5Up1hGAbHjh1DfHw89Ho9tmzZgoceeshw3mzmwLZt2/Dhhx9izpw5Nr2em80ef6YIIYT0T/b4TJo3bx5Onz5tyCtixxPNzc3YsmULNm/ejHvvvRfJyckIDQ3l/fqtra2QyWSorKxsN+6yNPKAL24kg6+vL9RqNRobG63OOO0Kd2ugt7c3GIZBTU0NwsLCrMraYhgGv/76K+Li4lBVVYX09HTMmzfPcN4tLS3Yvn07UlNTkZaWhpdeesmm13Oz2ePPFOl/qDBF7A57c1Wr1Zg6dSq+/PJLnD9/HgcOHMD777/f26dnlby8PERERHSaI5WXl4fVq1fjxx9/xOrVq7F48WLeHVlUKhUuX76MhoYGODg4ICYmpkeKUqzW1lbk5OSguroaQqEQEokEISEhPXY8jUaD3NxcXLt2DQKBAGFhYQgPD+c9WLl69SoSExPx22+/4dVXX8WSJUs6zWEoKSnBkCFDrFoW35fY488UIYSQ/sken0n5+fkIDg7udNtUSUkJEhIScPjwYbz88stYuXIl77FFS0sLrly5gtraWsMqqZ6YDGSp1Wrk5uaioqICAoEAERERCAsL67HtbzqdDnK5HCUlJWAYBiEhIRCLxbwD2YuKirBu3TocPXoUq1atwurVqzuNlaisrIRQKGzXDbs/ssefKdL/9P+NsYR0Yvv27XjiiSfg7e2Ne+65B7W1tTh79mxvn5ZVpFKp2QerVCrFZ599hkOHDuHjjz/G+PHj8fnnn0Ov13f52mq1GlevXsVvv/2GQYMGYcqUKRCLxbh69SrOnTsHpVJpy0uBTqdDfn4+Tp48CZFIhMmTJ2PEiBEoKirCqVOnUFtba9Pj6fV6lJSU4MSJE2hra8Mdd9yBsWPHoqqqCidPnkRFRQUsqc/X1dUhNjYWkydPRmhoKHJzc7Fy5Uqz4aAhISH9vijFZU8/U4QQQvo3e3omddV0JSQkBHv27MGxY8dw/PhxjBkzBh999BF0Ol2Xr63VaiGTyXDy5Ek4OzvjzjvvRExMDAoKCvD777+jvr7ehldyY9xVVFSEEydOQKvVYuLEiRgzZgwqKirw66+/oqqqyqJxl6XYHNMTJ06goaEB48ePx4QJE6BUKnHixAmUlZVZdLympiZs3LgR48ePh7OzM65cuYINGzaYzTr19fXt90UpLnv6mSL9D62YIsTOaLVa7Ny5E+vXr8fw4cORkZGBESNGdJgR6yrw0rhTnVgstrhDiyncIE5nZ+cOAZQ6nc5wPp6enpBIJFYFn3OZyzOwNEdLo9Hggw8+QHJyMkaPHo3s7GyMHDnSLoLNCSGEENK/6PV67N+/H2vWrIG/vz8yMjLwl7/8xeQ4r7P8JaDz/ClrMQyDqqoqyGQyCAQCREVFtcutMm68I5VKrWo4w8V2YjaVI8UnkP3gwYNYv349QkJCkJWVhYkTJ9I4j5CbjFZMkVvezJkzceXKFQCAQqHA9OnTcfny5XZ/7k/1WwcHByxevBh5eXkYM2YMpk2bhqVLl6KyshLAjQfwBx98gP/973+4du0aRo0ahbFjx3ZY2ePo6AipVIo77rgDarUaJ06cQGFhoUWrsIzV19fj9OnTkMlkkEgkmDBhQocikEgkQnh4OCZPngwnJyf89ttvyM3NhUaj4X08lUqF8+fP4+LFiwgMDMSkSZPg6+vbbpAhEAgQFBSEyZMnw8vLC2fPnsW7776L3NxcADcGND/88AMmT56MHTt2YNeuXfj2228xatSofjlYsbfPOSGEEGIJe3v+CYVCPPnkk8jJycH999+Phx9+GAsXLkRJSYnhaw4dOoQvvvgCRUVFiImJwbhx4zp0vxOJRIiMjDSEqp84cQL5+fkWrcIyplQqcfbsWVy5cgVDhw7FHXfc0aEIJBQKERISgsmTJ2PgwIE4ffo0rly5gra2Nt7Ha21txZ9//omzZ8/Cy8sLkydPRkBAQIdxnp+fHyZNmoSAgABcvHgRH374Ic6dOwfgxjjv9OnTmDFjBjZs2IC0tDScPHkSkyZNonEeIb2AVkyRW97ly5cRGxuLr776CnPnzsXLL7+MzMxMw5/j4uL6dWe1q1evYtWqVfjll18wd+5cnDx5EteuXcPOnTtx//33W/zwtaabSktLC2QyGaqrqxEWFobQ0FCLM52USiXy8vKgVCoRERGB4ODgLnMJOusyaInW1lYsWbIEn3zyCWbNmgWlUolTp04hISEBy5Yt6/ftcu39c04IIYSYYu/Pv6KiIsTHx+PIkSOYO3cuLl26hKtXryI7O7tdYHdXuF3sxGJxh0KPKW1tbZDL5aioqMDQoUMRFhYGR0dHi47X3NwMmUyGmpoaQzOarsaI3FVefn5+EIvFFq/yUqvVWLt2LXbu3Il77rkHDg4O+Pbbb7FixQrExcV1e/VWb7P3zzmxf1SYIgTAsmXLIBKJoFQqsWvXrg5/7u8KCwvxzDPP4Pjx4xg0aBC2bduGOXPmWNWNrqysDHK5HO7u7oiKijL5IOd2R/H390dkZKRVy8MZhkF1dTXy8vIgEAggkUjg7e1tcrk6d3l4VFSUVdlODQ0NWLJkCQ4fPgxnZ2ckJSXhlVde4R2c2VfZ++ecEEIIMcXen38VFRV44YUXcOTIEbi6uiIlJQXPPfecVeM8c7ELLJ1Oh6KiIhQWFsLLywsSiQRubm5WnXttbS3y8vKg0Wg67QbN5kjJ5XK4uLggKioKgwcP5n2s5uZmxMXFYffu3RCJRFi5ciXWr1/frS2MfYm9f86JfaPCFCG4sdVMKpXi8uXL8PHx6fDn/qqxsRFpaWnYvn075s6diw0bNuDIkSNISkrCmDFjkJGRgZiYGN5LljvLn2LzDNjClXGegbX0ej1KS0tRUFDQofBUU1OD3NxcMAwDqVRqsnDVFa1Wiz179mDjxo2IiYlBVlYWSktLsXr1ajg6OmLLli2YOXNmv1zazWWvn3NCCCHEHHt9/rW0tGDbtm1IS0vD3XffjdTUVPz2229ISEjA0KFDkZGRgfHjx/Mev7Ark4qKiuDt7Q2JRAJXV1dD4Uoul8PJyQlSqRRDhgzp9nWYKzzV19cjNzcXbW1tHXKkLKXX6/HJJ59g3bp18PX1RXZ2NtRqNVatWoX6+nqkp6fj0UcfpXEeIb2IClOE/B+2VWpnf+5vtFotoqOjERwcjK1bt2LcuHGG/1ZTU4P169fjvffew9NPP41XX33VZCBkV5qbm5GXl4e6ujr4+vqioaEBer3e4q1+fHG36nl7e0Or1aKxsREREREICQmxambw559/RmxsLJqampCRkYF//OMfhtdRq9V4++23kZSUhISEBKxcudKm19Mb7O1zTgghhFjC3p5/DMNg4sSJ0Gq1yMrKwtSpUw3/TalUGiYmZ8+ejaSkJAQGBvI+RmtrK+RyOa5fvw4/Pz+oVCq0tbVZvNWPL+5WPXZcWltbi9DQUISFhVkcB8FiGAbnzp1DXFwcFAoFUlJSsGDBAsPr6HQ67NmzB4mJiXjyySeRmZlp0+vpDfb2OSe3Dgo/J8ROOTg44JtvvsEPP/zQrigFAF5eXnj99ddx5swZFBUVYdSoUdixYwfUajWvY7i5uRmWb5eXlxsGKz1RlAJuBLJHRETAz88PlZWVqKurQ0hIiEX5U8YKCgowf/58PProo5g3bx6uXLmCuXPntnsdJycnLF26FHK5HAsWLLD15RBCCCGEWEUgEGDfvn04ffp0u6IUAAwcOBCpqan4888/oVarMXbsWGRkZKC5uZnXMVxcXBAZGQkPDw9cu3YNKpUKERERPVKUAm4EsoeGhiIoKAjV1dWoqqpCYGAgr4xS1rVr17Bo0SLcd999mDp1KnJzc7Fw4cJ2ryMSifDss89CJpNh+fLlNr4aQggfVJgixI6JxeJOBw4CgQDDhw/H0aNHsXfvXrz77ru444478M0331jUtUOtVuPq1av47bffMHjwYEydOhUSiQRXr17F2bNn0djYaNNr0ev1KC4uxokTJ9DW1oaJEyfitttuQ1VVFX799Vdcv37dovNubGzE2rVrMWHCBAwZMgRXr15FQkKC2XyBIUOGwNvb25aXQwghhBDSLZGRkWYn5iIiIvDvf/8bR44cwZEjRzBu3Dh88sknFnVY1mq1kMlkOHnyJJydnXHnnXdi2LBhUCgUOH36NOrq6mx5KWAYBuXl5Thx4gQaGxtx++23Y8KECVAqlThx4gTKysosGue1tLQgMzMTY8aMQUtLC/7880+kp6ebjZYYMGCAVSvKCCG2Q1v5CCEAbhSa3njjDWzatAkTJkxAWloaoqKiTAaNl5SUoKCgAB4eHpBIJO2CxjUaDQoLC1FcXIyAgABERkZ2u6MdG4BuKkeKHcjI5XK4ublBKpWaDMTU6XTYt28fNmzYALFYjKysLNx+++39Pk+AEEIIIaQrOp0OH3zwAV599VWIxWJkZGRgzJgxJoPG2YYypsZV3OBzbv5Ud7A5Umq1ukMAOsMwqKysRF5eHhwdHSGVSuHp6dnhNfR6PT777DO8+uqrGDJkCLKzs/HXv/6VxnmE9BNUmCLECjNnzkRWVpZh5igiIgJTp041PPxOnTqFn376CRMmTOjlM+WvqqoKa9euxYcffoiFCxdizZo18PT0hF6vx4EDB+Dj42PoyGcul8qaNsDGVCoV8vLyUF9fj8jISLNb9rRarSGos6SkBFOmTEFkZCQYhsHJkycRFxeHmpoapKen47HHHuO99a+vsOfPHiGEENIX2POztqGhASkpKXjjjTcwd+5crF+/Hv7+/gCAI0eOALixUlwikcDX17fTwg43f4rNgOLbxbilpQUymQzV1dUICwszu2VPp9OhuLgYCoUC5eXlGD16NEaOHAmGYXDhwgXExcUhLy8PmzZtwsKFC/ttR2V7/uwRYg4VpgixwuXLlxEbG4uvvvoKc+fORVxcHMaPHw/gxkN99+7dOHToUC+fpfUYhsGff/6JFStW4I8//sD8+fPx888/Q6FQ4O2338ZDDz1kcWGntrYWubm50Ol0XQ5yWBqNBvn5+SgrK0NQUBAiIiLg5ORk0fFaWlrw0ksv4bPPPsOcOXOgVCrx/fffY/Xq1Vi5ciUGDBhg0ev0Vfb+2SOEEEJ6263wrJXL5Vi9ejW+++47PPXUU/jjjz/wxx9/ICsrC/Pnz7d4nNfQ0IC8vDw0NzdDIpFYlD/FnUz08/ODWCw2G6nA1dbWhoSEBLz//vuYNWsWHB0d8fnnn2Px4sV49dVX4eHhYdHr9FW3wmePEFOoMEWIlZYtWwaRSASlUoldu3YBuLHl7O6778axY8fsIpOorKwMCxYswPfff4/BgwfjjTfewOzZs3kvizbebhcVFWVyr79er0dpaSny8/MxePBgSKXSdtsELdXU1IQlS5bgP//5D1xcXJCcnIzly5f321VSxm6Fzx4hhBDSm26FZ21NTQ2ef/55fPrpp3Bzc0N6ejqeeeYZq7ocX79+HTKZDI6OjoiKisKQIUNMft21a9cgk8nMxi90pbW1FWvWrMG7774LBwcHxMXFYe3atXB0dOT9Wn3RrfDZI8QYFaYIsVJ9fT2kUikuX74MHx8fAMCcOXOwYMECzJo1q5fPrntaWlqQlZWF9PR0zJw5Exs3bsSRI0eQmpqKyZMnIzU1FRKJhPfrarVaKBQKFBcXw9/fH2Kx2JA/xeZIATDkSPGl0+lw8OBBbNiwAUOHDsXWrVtRVFSE+Ph4+Pj4IDs7G1OmTOH9un2NPX/2CCGEkL7Anp+1Go0Gb731FpKSkjB+/HhkZGTgt99+w7p16xAdHY3MzEyMHDmS90Qkd7udcf5UXV0dcnNzodFoOuRIWUqv1+PLL79EQkICBgwYgKysLLS1tWHVqlUQCATYsmULHnjggX6fK2XPnz1COtM/N98S0gd4eHhg6NChhgfGnj174OHh0e8fGFqtFrfddhsGDBiAr7/+2lDIiYmJwYIFC/Dqq6/ijjvuwL/+9S/Ex8fzWjLt4OAAiUSCoKAgyGQynDhxAkFBQWhqakJjY2OXOVKdYRgGp0+fRmxsLK5du4b09HTDMvRJkyZh9uzZyM7OxgMPPICUlBQsXbqU1+v3Nfb62SOEEEL6Cnt91jIMgxkzZqCmpgYfffQRZs6cCYFAgDFjxuCxxx7Dpk2bMGPGDMybNw/r1q2Dr6+vxa8tEokQHh6OwMBAyOVynDx5EgEBAVCr1aitre0yR8rcOV+6dAlxcXG4fPkykpKS8PzzzxtypO677z68/fbbePrpp/HCCy8gNTWV1+v3Nfb62SPEHFoxRUg3jB8/HmfOnEFJSQkefvhhHD9+HAMHDuzt0+q2CxcuYOTIkSYLRAzD4Pz581ixYgVycnKwdu1aLFiwgHfIpFqtxpUrV1BVVQWRSISoqCgEBgbynuUqKSnB+vXr8eWXX+KVV15BbGxsp9v/KioqwDAMAgICeB2jL7LXzx4hhBDSV9jrs/bSpUuIiorqdOtbbm4uVq1ahZ9//hlxcXFYtGgR7w7LWq0Wubm5KC8vh1AoRGRkJEJDQ3mP8yorK5GcnIz9+/fj+eefx/r1601uEwRurMpqaGhAWFgYr2P0Rfb62SOkM/YRuEJIL0tLS0N9fT1mzZqFadOmYdq0afj+++97+7SsNnr06E5XLQkEAtx222344Ycf8OabbyI7Oxt33nknfvrpJ1hS59br9SguLsaJEyfAMAwmTpyIqKgoyOVynDlzBo2NjRado0qlQkpKCsaNGweBQIDLly9j48aNZjOp/P397aIoxWVvnz1CCCGkr7G3Z+2IESPM5jFFRUXhiy++wMcff4yPPvoIt99+O7788kvo9fouX5thGJSVleHEiRNobm7GhAkTMGLECJSUlODUqVOoq6uz6Bzb2tqwfft2jBkzBhUVFTh37hy2bdvWaVEKuNFN0B6KUlz29tkjpDO0YooQ0i2tra2GPKpp06YhJSUFkZGRHb6OYRhDjpRAIOiQI2Uuf4pLr9fjP//5D9atWwd/f39kZ2dj8uTJ/T5PgBBCCCGkr9FoNHjnnXewfv16jB49GhkZGRg2bJjJcRc3R0oqlbbrxMzNn/Ly8oJEIoGbm1uH19Dr9Th69CgSEhLg6OiIrVu3GrYbEkLsFxWmCLmJdu7cif379xv+fOrUKSQlJcHNzQ0vv/xyL55Z95WXlyMxMREff/wxFi1ahNjYWEPnvTNnzqC+vh4ODg6IiIgwmyPV0tICmUyG6upq1NfX495774W7uzsYhsHZs2cRFxeHoqIipKSk4Omnn+adU9CX2PPngRBCCLkV2euzvba2Fhs2bMCuXbvw1FNP4dVXXzVMMObk5KCoqAhOTk4IDw/H0KFDOx2ftbW1QS6Xo6KiAkqlElOnToWnpycYhkFOTg7i4+Nx/vx5rF+/Hi+++GK/7rRnr58FQnoCFaYI6SVHjhzB7t27MWvWLDQ1NdnFA4phGPz+++945ZVXIJfLsWzZMpw/fx6ff/45kpKSeA0wamtrMWvWLJSXl+Pll1/G1atX8dlnn2HZsmWIj483FL3shT1+HgghhJBbmb0929ni0cqVK/Hbb79h+fLlUCgUOHDgAJYtW4Y1a9ZYnEXV2NiI+fPn4/z581i8eDGuX7+Ojz76CP/85z+RlJQELy+vHr6am8vePguE2BoVpgjpBdXV1bj77rtx7NgxfPnll3b3gGptbcXzzz+Pjz76CG5ubsjMzMSCBQt4L8NuamrCU089hf/973/w8vLCu+++i9mzZ/fMSfcie/88EEIIIbcae362a7VarFy5Ejt27ICDgwNeffVVrFixgvc4r7W1FYsWLcInn3wCd3d3vPbaa1aNF/s6e/4sEGIrFH5OSC9YtGgRNm3a1C5jyR4wDIOvvvoKo0ePxtmzZ/Hpp58iNjYWcXFxeOqpp1BYWGjR6+j1ehw6dAgTJkxAVVUVvv76a7zwwgt44okn8Oyzz6K8vLxnL+Qms9fPAyGEEHKrstdn+08//YQJEybgiy++wL59+5CWloasrCz8/e9/R05OjkWNcBiGwX//+19MmjQJFy5cwCeffIKEhAQsXboUc+bMQUFBwU24kpvHXj8LhNgSFaYIucn27NkDDw8PzJo1q7dPxeYee+wxLFiwAMuWLcOFCxfwt7/9DevWrcOVK1cwYMAA3H777diwYQOamppM/nuGYXD+/HnMnDkTq1evRmJiIn7//Xfcf//9SElJwZUrV9DS0oKoqCh8/fXXN/nqeoY9fx4IIYSQW5G9PtuXLFmCWbNm4bHHHkNOTg4ee+wxrFixAnl5eRCLxbjzzjuxevVq1NbWmvz3DMPg6tWr+Mc//oF//vOfeP755/Hnn3/ikUceQXx8PPLy8uDp6YkRI0bgo48+uslX1zPs9bNAiK1RYYqQm6ikpATZ2dnIzs7u7VPpES+++CJkMhkWL14MBwcHw9+HhIRgz549+O677/Dzzz9jzJgx+Oijj6DT6QxfU1FRgZdeegn33HMPJk2ahNzcXPzrX/9qF54ZFhaGgwcP4ujRoxg/fvxNvbaeYO+fB0IIIeRWY8/P9scffxx5eXmIi4uDi4uL4e+9vb2xY8cOnD59GjKZDKNHj8bbb78NjUZj+Jra2lrExcXhzjvvRHh4OHJzc/HKK6/AycnJ8DX+/v7YtWsXTp48iUmTJt3Ua+sJ9vxZIMTWKGOKkJto8eLFOHr0KEJDQw1/9/TTT6O5ufmW2Wuu1+uxf/9+rFmzBn5+fkhJScHp06exefNm3HXXXdi8eTPEYnFvn+ZNQZ8HQgghxL7c6s92vV6PI0eOYPXq1XBwcEBKSgoKCwuRnJyMsWPHIisrCyNHjrS7HClTbvXPAiF8UGGKENIrmpqakJmZiZSUFAQHB+P999/HjBkzbomBCiGEEEKIPWtra8Prr7+OhIQEeHh4YOfOnXj44YchFNKGHUJIR1SYIqSP27lzJ/bv32/486lTpxAfHw9XV1fExsaiqKgITz31FH766ad+WdRht/YNHDiwt0+FN3v/3hBCCCGkZ9n7WOLs2bMIDg6Gn59fb58Kb/b+vSGkL6HCFCH9yJEjR7B79258/PHHmDp1Kg4fPoylS5dixYoVmDhxYm+f3i2NvjeEEEII6Q4aS/Rd9L0hpGdRYYqQfqK6uhp33303jh07Bm9vb3z33XdITEyERCLB3r17e/v0bmn0vSGEEEJId9BYou+i7w0hPY82+RLSTyxatAibNm2Ct7c3AGDChAm4evUq5s2b18tnRuh7QwghhJDuoLFE30XfG0J6Hq2YIqQf2LNnD44fP453333X8HexsbHw9PTE0aNH8eOPP9Le9l5C3xtCCCGEdAeNJfou+t4QcnM49PYJEELMKykpQXZ2No4fP274u7y8PJw/fx7ffvstlEol9u7di6effroXz/LWRN8bQgghhHQHjSX6LvreEHLz0IopQvq4xYsX4+jRowgNDTX83blz53D8+HGMGTMGTU1NmD59On744Qe4u7v34pneeuh7QwghhJDuoLFE30XfG0JuHipMEUIIIYQQQgghhJBeQeHnhNipnTt3Ytq0aYb/ubq6QiAQoK2tDQCwf/9+xMfH9/JZ9h30fhFCCCGkv6BxCz/0fhHSt9GKKUJuAUeOHMHu3btx7733oqamBsuXL8eMGTNw7NgxWnpsAr1fhBBCCOkvaNzCD71fhPQ9VJgixM5VV1fj7rvvxrFjx+Dp6Ylp06YhJiYGU6ZMwZNPPtnbp9fn0PtFCCGEkP6Cxi380PtFSN9EhSlC7NycOXOwYMECzJo1CwDw/fffIzY2FmfOnOnlM+ub6P0ihBBCSH9B4xZ+6P0ipG+ijClC7NiePXvg4eFhePgCQEREBMLCwnrvpPower8IIYQQ0l/QuIUfer8I6bscevsECCE9o6SkBNnZ2Th+/Hhvn0q/QO8XIYQQQvoLGrfwQ+8XIX0bFaYIsVNpaWmor69vNyu0bt06RERE9OJZ9V30fhFCCCGkv6BxCz/0fhHSt1HGFCGEEEIIIYQQQgjpFbRiihDSzs6dO7F//37Dn0+dOoXp06ejubkZANDW1oYLFy4Y/tyX9OdzJ4QQQgjpaf15rNSfz50QYh6tmCKEdOrIkSPYvXs3Dh06ZPi7lStXIiwsDEuWLOnFM+tafz53QgghhJCe1p/HSv353AkhHVFhihBiUnV1Ne6++24cO3YM3t7eAIDjx48jJSUF33zzDQQCQS+fYef687kTQgghhPS0/jxW6s/nTggxjQpThBCT5syZgwULFhhCIpVKJaZOnYojR44gODi4l8/OvP587oQQQgghPa0/j5X687kTQkwT9vYJEEL6nj179sDDw6Nd55Jly5Zh5cqVff6B35/PnRBCCCGkp/XnsVJ/PndCSOco/JwQ0k5JSQmys7Nx/Phxw9998cUXUCqVePLJJ3vxzLrWn8+dEEIIIaSn9eexUn8+d0KIebSVjxDSzuLFi3H06FGEhoYa/q6yshLOzs4YPHiw4e8OHz4MT0/P3jjFTvXncyeEEEII6Wn9eazUn8+dEGIeFaYIIYQQQgghhBBCSK+gjClCCCGEEEIIIYQQ0iuoMEUIIYQQQgghhBBCegUVpgghhBBCCCGEEEJIr6DCFCGEEEIIIYQQQgjpFVSYIoQQQgghhBBCCCG9ggpThBBCCCGEEEIIIaRXUGGKEEIIIYQQQgghhPQKKkwRQgghhBBCCCGEkF5BhSlCCCGEEEIIIYQQ0iuoMEUIIYQQQgghhBBCegUVpgghhBBCCCGEEEJIr6DCFCGEEEIIIYQQQgjpFVSYIoQQQgghhBBCCCG9ggpThBBCCCGEEEIIIaRX/D/wR1FnAEUhNwAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"computer = pcvl.SimulatedComputer(\"SLOS\")\n",
"with computer.acquire():\n",
" qpt = ProcessTomography(computer, cnot)\n",
" chi_op = qpt.chi_matrix() # computing the chi matrix\n",
"pcvl.pdisplay(qpt, render_size=(15, 30)) # visualization of the same chi"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## II. Process Fidelity Computations\n",
"\n",
"Once having the χ matrix, it might be useful to know how close the heralded gate is to the real CNOT operation. We can compute the process fidelity $$F_{\\chi}= Tr({\\chi}_{ideal} {\\chi}_{physical})$$"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Process Fidelity of CNOT gate operation 1.0000000000000004\n"
]
}
],
"source": [
"# checking fidelity\n",
"op_CX = np.array([[1, 0, 0, 0],\n",
" [0, 1, 0, 0],\n",
" [0, 0, 0, 1],\n",
" [0, 0, 1, 0]], dtype=np.cdouble)\n",
"\n",
"chi_op_ideal = qpt.chi_target(op_CX)\n",
"cnot_fidelity = process_fidelity(chi_op, chi_op_ideal)\n",
"print(\"Process Fidelity of CNOT gate operation\", cnot_fidelity)"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"As expected, the fidelity is one. The gate behaves as designed in the ideal case."
]
},
{
"cell_type": "markdown",
"metadata": {
"ExecuteTime": {
"end_time": "2023-11-10T15:04:01.749081Z",
"start_time": "2023-11-10T15:04:01.727851Z"
},
"collapsed": false
},
"source": [
"## III. Average fidelity\n",
"Computing the process fidelity can be quite long because we are manipulating matrices that scale exponentially with the number of qubits. If we are only interested in the fidelity of the gate, we can compute its average fidelity : $$\\bar{F}= \\frac{1}{d+1}+\\frac{1}{d^2(d+1)}\\sum_j Tr(U E_j^† U^† \\varepsilon(E_j))$$"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"average fidelity : 0.9999999999999996\n"
]
}
],
"source": [
"f_avg = qpt.average_fidelity(op_CX)\n",
"print(\"average fidelity :\",f_avg)"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## IV. Physicality of the maps\n",
"\n",
"When we reconstruct a process map, an important question is to know whether it is physical or not. A map is called physical if it is trace-preserving (TP), Hermitian, and completely positive (CP).\n",
"\n",
"A map is TP if its $\\chi$ matrix is trace 1. To check the CP part is a bit more difficult: The general algorithm (for finite dimensions is using the Choi-Jamiolkowski-isomorphism).\n",
"\n",
"A map $\\epsilon$ is CP iff the Choi matrix\n",
"$$S:=(\\varepsilon \\otimes I_d)(\\ket{\\Omega}\\bra{\\Omega})$$\n",
"is a positive semidefinite matrix, where ∣Ω⟩=∑i=1d∣ii⟩ is the maximally entangled state."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Results from testing the physicality of the Chi matrix for the CNOT gate operation\n",
"{'Trace=1': True, 'Hermitian': True, 'Completely Positive': True}\n"
]
}
],
"source": [
"print('Results from testing the physicality of the Chi matrix for the CNOT gate operation')\n",
"print(is_physical(chi_op, 2))"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"It must be mentioned that the $\\chi$ computed by tomography is normalized by the gate efficiency to be a trace preserving physical map. The user can, however, ask for the un-normalized $\\chi$ and the gate efficiency if needed."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Un normalized Chi matrix is not physical: not Trace preserving\n",
"{'Trace=1': False, 'Hermitian': True, 'Completely Positive': True}\n",
"Gate efficiency of the Knill CNOT implemented is = (0.0740740740740741-2.727593057818955e-18j)\n"
]
}
],
"source": [
"chi_raw = qpt.chi_unnormalized\n",
"gate_eff = qpt.gate_efficiency\n",
"print(\"Un normalized Chi matrix is not physical: not Trace preserving\")\n",
"print(is_physical(chi_raw, 2))\n",
"print(\"Gate efficiency of the Knill CNOT implemented is =\", gate_eff)"
]
},
{
"cell_type": "markdown",
"metadata": {
"ExecuteTime": {
"end_time": "2023-11-10T15:13:25.676465Z",
"start_time": "2023-11-10T15:13:25.663909Z"
},
"collapsed": false
},
"source": [
"## V. Error Process Map\n",
"\n",
"A nice way to highlight the errors in the computation is to look at the error process map. $$\\chi_{err}=V \\chi V^†$$\n",
"\n",
"$$V_{mn} = \\frac{Tr(E_m^† E_n U^†)}{d}$$\n",
"\n",
"The error map is computed in the following cell by incorporating source imperfections into the computer."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"The upper left coefficient of the error process map (0.9459738727840958-1.4472158398237768e-17j)\n"
]
}
],
"source": [
"# Error map for an operation with an imperfect source with properties g2=0.00732, indistinguishability=0.9438\n",
"noise = NoiseModel(g2=0.00732, indistinguishability=0.9438)\n",
"imperfect_computer = pcvl.SimulatedComputer(\"SLOS\")\n",
"imperfect_computer.noise = noise\n",
"\n",
"with imperfect_computer.acquire():\n",
" qpt_imperfect_source = ProcessTomography(imperfect_computer, cnot)\n",
" chi_op_imperfect_src = qpt_imperfect_source.chi_matrix()\n",
"\n",
"U = qpt_imperfect_source.error_process_matrix(chi_op_imperfect_src, op_CX)\n",
"U = np.where(abs(U) < 1e-6, 0, U)\n",
"\n",
"plt.imshow(abs(U), norm='logit')\n",
"plt.suptitle('Absolute values of Error Process Map')\n",
"plt.title('Colors on log scale, white pixels denote values where U=0')\n",
"plt.colorbar()\n",
"plt.show()\n",
"\n",
"print('The upper left coefficient of the error process map', U[0, 0])"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"The upper left coefficient is the process fidelity while all the other non-zero coefficients represent some kind of errors. For example, non-zero imaginary coefficients on the first row (or first column) represent first-order unitary errors. Non-zero diagonal coefficients represent Pauli errors."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## VI. Maximum Likelihood Estimation (MLE) for Tomography"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"An interesting question is to explore techniques to generate completely positive maps. Perceval features an implementations of maximum likelihood estimation for State and Process Tomography."
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"State Tomography using MLE is demonstrated by creating an experiment that generates a GHZ state."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Fidelity of the GHZ state reconstruction: 1.0000000177205672\n",
"Trace of the reconstructed density matrix: (1+0j)\n"
]
}
],
"source": [
"GHZ_TARGET = np.zeros((8, 8))\n",
"GHZ_TARGET[0, 0], GHZ_TARGET[0, -1], GHZ_TARGET[-1, 0], GHZ_TARGET[-1, -1] = 1, 1, 1, 1\n",
"GHZ_TARGET /= 2\n",
"\n",
"# Create an experiment that generates a GHZ state.\n",
"ghz_state_experiment = pcvl.Experiment(6)\n",
"ghz_state_experiment.add(0, BS.H())\n",
"ghz_state_experiment.add(0, cnot)\n",
"ghz_state_experiment.add(2, cnot)\n",
"\n",
"# Perform state tomography to reconstruct the GHZ state.\n",
"with computer.acquire():\n",
" s_mle = StateTomographyMLE(computer, ghz_state_experiment)\n",
" ghz_state = s_mle.state_tomography_density_matrix()\n",
"\n",
"fidelity = s_mle.state_fidelity(GHZ_TARGET, ghz_state)\n",
"\n",
"print(\"Fidelity of the GHZ state reconstruction:\", fidelity)\n",
"print(\"Trace of the reconstructed density matrix:\", np.trace(ghz_state))"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"The Knill CNOT gate, previously used in process tomography, is utilized here to illustrate how the MLE technique reconstructs a physical process map.\n",
"\n",
"Remark: The construction of $\\chi$ matrix here does not include normalization by the gate efficiency which had produced an unphysical map earlier with un-normalised $\\chi$."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Perform process tomography using MLE.\n",
"with computer.acquire():\n",
" qpt_mle = ProcessTomographyMLE(computer, cnot)\n",
" chi_cnot_mle = qpt_mle.chi_matrix()\n",
"\n",
"chi_cnot_mle_ideal = qpt_mle.chi_target(op_CX)\n",
"cnot_mle_fidelity = process_fidelity(chi_cnot_mle, chi_cnot_mle_ideal)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The fidelity of process tomography MLE to reconstruct the process map: 1.0000000000000002\n",
"Is this process physical {'Trace=1': True, 'Hermitian': True, 'Completely Positive': True}\n"
]
}
],
"source": [
"print('The fidelity of process tomography MLE to reconstruct the process map:', cnot_mle_fidelity)\n",
"print('Is this process physical', is_physical(chi_cnot_mle, 2))"
]
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}