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@lstagner
Created March 7, 2015 07:31
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO: Loading help data...\n"
]
}
],
"source": [
"using PyPlot"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#Define Rotation Matrices"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"Rz (generic function with 1 method)"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function Ru(u,θ)\n",
" # Return active rotation matrix that rotates about the vector u, θ radians\n",
" uxu = u*u'\n",
" ux = zeros(3,3)\n",
" ux[1,1] = 0.0 ; ux[1,2] =-u[3] ; ux[1,3] = u[2]\n",
" ux[2,1] = u[3] ; ux[2,2] = 0.0 ; ux[2,3] =-u[1]\n",
" ux[3,1] =-u[2] ; ux[3,2] = u[1] ; ux[3,3] = 0.0\n",
"\n",
" R = cos(θ).*eye(3) .+ sin(θ).*ux + (1.0 - cos(θ)).*uxu\n",
" return R\n",
"end\n",
"\n",
"Rx(α) = Ru([1.0,0.0,0.0],α)\n",
"Ry(β) = Ru([0.0,1.0,0.0],β)\n",
"Rz(γ) = Ru([0.0,0.0,1.0],γ)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#Define Function to switch between two systems"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"uvw_to_xyz (generic function with 1 method)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function xyz_to_uvw(x,y,z;origin=[0.0,0.0,0.0],α=0.0,β=0.0)\n",
" xyz = [x,y,z]\n",
" xyz_p = Ru(Rz(α)*[0.0,1.0,0.0],β)*Rz(α)*xyz\n",
" uvw = xyz_p .+ origin\n",
" u = uvw[1] ; v = uvw[2] ; w = uvw[3]\n",
" return u,v,w\n",
"end\n",
"\n",
"function uvw_to_xyz(u,v,w;origin=[0.0,0.0,0.0],α=0.0,β=0.0)\n",
" uvw = [u,v,w]\n",
" uvw_p = uvw .- origin\n",
" R = (Ru(Rz(α)*[0.0,1.0,0.0],β)*Rz(α))'\n",
" xyz = R*uvw_p\n",
" x = xyz[1] ; y = xyz[2] ; z = xyz[3]\n",
" return x,y,z\n",
"end\n",
" "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#Example"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##Define a grid in a right handed coordinate system (+x into plasma)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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"
],
"text/plain": [
"Figure(PyObject <matplotlib.figure.Figure object at 0x80bc550>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"PyObject <matplotlib.text.Text object at 0xe6cce10>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nx = 12\n",
"ny = 10\n",
"nz = 10\n",
"ng = nx*ny*nz\n",
"\n",
"x = linspace(0,60,nx)\n",
"y = linspace(-25,25,ny)\n",
"z = linspace(-25,25,nz)\n",
"\n",
"x_grid = zeros(nx,ny,nz)\n",
"y_grid = zeros(nx,ny,nz)\n",
"z_grid = zeros(nx,ny,nz)\n",
"\n",
"for k=1:nz \n",
" for j=1:ny\n",
" for i=1:nx\n",
" x_grid[i,j,k] = x[i]\n",
" y_grid[i,j,k] = y[j]\n",
" z_grid[i,j,k] = z[k]\n",
" end\n",
" end\n",
"end\n",
"\n",
"pygui(false)\n",
"scatter3D(x_grid,y_grid,z_grid,marker=\".\",color=\"k\",alpha=.5)\n",
"plot3D([0,50],[0,0],[0,0],lw=2,color=\"b\")\n",
"plot3D([0,0],[0,50],[0,0],lw=2,color=\"r\")\n",
"plot3D([0,0],[0,0],[0,50],lw=2,color=\"g\")\n",
"xlabel(\"X\")\n",
"ylabel(\"Y\")\n",
"zlabel(\"Z\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##XYZ→UVW"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": [
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pmBhMJpNZ0Tz135hlYE1ehdUNCUCi4jBq5ByPx5FMJuF2u5U6P/V3VDpGo2/MriWRSCim1oIgVORDW1vvJAgCBEHoFy3JJwppwqpseLl3nbiG1KKQvdSyLv18BtZWiEL1zwOBAInCCoQEIFFRqOv8gP4PK2ZezCwSgsEgAoGA8hn10mZWwkMTiNbWRXssqoVCkUISheZT68fK6XtbvQ25IoV6lkyMYiPluURhKpVShCh5FVYeJACJiqBQgweQXdvm8/kQCoX6PdRq5eGjtXXROxaFUIvYSjtu+URhrlUdSBQS1UK+zuBC13+xBtbq+kWtV2E6nc5yYCCvQr4gAUhwjbbOT++hxExRjda22RGdc2qMYmxdShmvkjEyKYqiWFZNVS3AQ/SLh3Pg9DYU24hSyC6mkIG1nijU80Nkf6Meg/2XvAr5ggQgwSXqOr9cDR7aOr9Krm0rl1JsXcyg0o+1UVGoTZ+pX0ycEIWVftzLgQcBysM2mEGh8olC5u3M6SCfGFVHAMmrkC9IABJcUcjImX0mkUgoD41ia9uqJQIIZNf5FbJ1qTasmgyMiEL2YsKuQXWkkOwyCKuxsjRD7/oH8q9qEo1GDRtYa8cByKvQKUgAEtxgxMiZ+fnVmtjJBevI83q9pqxhrKaYLuNqRzspssifIAiGui9JFFYPlVoXWy56jSKs2c7r9Ro2sC6nA5m8Cs2FBCDhOKw2JBKJKLYG2gdNJpNBLBZDJpOBIAhliR07o3NWwCJPrBO6llPfTpKr+zKfJYc6OlLqZMWD4Hb6WnN6fF7g4Ti4XK5+Flv5DKyLvQeM2NKwuUMtBD0eDyKRCERRxNChQ83f8SqABCDhGNoGj2Qy2a9uTdvUEA6Hsx42vGLFg1lr68IedJVwPKoRvXNcSBSqC+0ZZohCOzF7FYxSxq91eDkG7Dmkxo57QCsKmcep2+3O8ir805/+hC+++ALPPPOMiXtdPZAAJGwnX52fumPMqqYGOz36zJos1UvZMVuXaDRqwhZWNrxMhPlQT4isI9vohEi1TvzCw/ngYRuMUMo9YLQDX52S14rRaDSKcDhs4Z5VNiQACVvJV+fHhBkzcpYkCYFAAIFAoOLq/Mx6MFtp61IIl4vf9YwrnXJEoSRJSvqrUgSA2dR6BJKHbQDKe8EtdA8YNbBWzx9aent70dDQUNL21QIkAAlbYGF5tfDTE3UsdF9unV8+7IwAlopTti6EcxgVhUyUs87LWosU8n7vEqWTK31cyMAaQJZNDbsXotEoWltb7duBCqOywipExcEaPJLJpPImp52kRFFUinUBoL6+3jLxZxe5jFILwer8uru7EY/H4ff70djYqGtzY7eQzVXzRlgHmxAFQUAgEEAoFFL82vx+vxIRZFHzaDSKWCyGRCKR9cJlxXbVKjx0AfOwDWw77PAadbvdEARBcX6oq6tDKBRS1iAG+uaRRCKBl156CWPGjMHixYuxd+9efP3119i5c6cp98G6devw3e9+F83Nzairq0NbWxvuu+++rM9s2bIF55xzDurr69Hc3IwlS5bgwIEDZY9tBRQBJCxBbeTMbjw9W5d4PI5EIqFMdC6Xy/IUJ6+pTVEUEY1GkclkLLF1sQqKyNgLK4AXBKFfpLBQ52UtRQqJ6kVty+RyuZDJZJRSocmTJ2Pp0qX4/PPP8fHHH+PgwYN44okn0NTUhJNOOgknnXQSzj77bCxcuLCoMd98801ccMEFmD59Om655RaEw2Hs2LEDnZ2dymc6Ojpw+umno6mpCbfffjt6e3tx1113YcOGDWhvb7etfMcoJAAJU1G35jORpe3YUtf5ybKMQCCAYDCIaDRqizCzywgaMCaOylnRxMr9qIRUea2iFw3O1XmZTxQWY9yr/l6n4UG81vo28BSFBI6+5EyZMgVTpkwBAFxwwQX44Q9/iGOPPRbr1q3DunXr8MILLyAejxclAHt6erBkyRJccMEFePHFF3N+7rbbbkM8Hsf69euV1POsWbNw1lln4fHHH8cVV1xRxp6aDwlAwjQKGTkD/btZg8FgRUS5rEArhEtZ0YQgcmFEFOoZ95YiCu3E6eYXHgQwD9vAG7maQI499lice+65OPfcc5Wfs3Ijozz77LPYt28fbr31VgB99bd6ixC89NJLWLRoUVbd4cKFCzF+/Hg8//zz3AlAqgEkykbtu5TJZLJC8wxRFNHb24ve3l4AQENDA8LhcNbkZFfEiYfIVjqdRk9PD2KxGARBwIABAxAMBrmbbInqgolCn8+HQCCAuro61NXVIRgMKgbsrGZXXVOYTCaVqL7T9w7BB7xFAPV+HolE0NjY2O93xQYd3n77bTQ0NGDPnj2YMGEC6uvr0djYiJ///OdIJpMAgM7OTuzfvx8zZszo9/czZ87E+vXrixrTDigCSJSM1shZT/hp05t1dXXw+Xw5HxrVMrnkSgGbbetSLceLcI5SIoXqhi5Wu+u0ELAbHqKQtXbM9ch3LCKRiCk+gNu3b0cmk8HixYtx+eWX44477sC7776L++67D0eOHMGzzz6Lrq4uAMCwYcP6/f2wYcNw6NAhpNNpruoASQASRZPPyFn9mWLTm3Y9zJyIAGptXQoJYSPY0X1HApM/7IqS64lC1mnJCu9zpY+tFoU8iK9apxJEqFk+gJFIBLFYDFdddRXuueceAMDixYuRSqXw0EMP4V//9V8Rj8cB9HXnawkEAgD61k7mSQBSCpgoCtbZm0qlIIpiv6if2sYkFovB5/MZTm9Wk+Bg+8o8q5itSyAQQGNjY9V4+lXDPhDGcLlc8Hq9yn9Z+jgQCPRLH8diMUSjUSX6b2b6uFqeEeXgdB0kT+Q6FrIsIxqNmiIAg8EgAOAHP/hB1s/Zvz/++GPlMywlrCaRSGR9Dy9QBJAwBPPzY6kfvWV3MpkMYrGYYmMSDocVz7JixrEaO4VmPB6HKIqWGVs7EcnM9bC1e0KiCdAZ1NccE4Pa37PUMSsRUf+N3vJelXguK3GbzYSnCKDeNjBXCTNSwMcccww2b96MIUOGZP188ODBAIDDhw/jmGOOAQAlFaymq6sLzc3NXEX/ABKARAH06vy0D+xybEzU2P0gsUq0sOPB/n+px6MQPDx4CUJLOaKQ/ZdnUchLBJKX4+P0duQ6H5FIBHV1dUUHIfSYMWMG3n77bXR0dGDcuHHKz/fu3QsAaGlpwTHHHIOWlhasXbu239+3t7dj2rRpZW+H2VAKmNBFXe/Dile1thDMyLm7uxupVAqhUAiNjY0l17aVunpGqeOYDavzY8cDAEKhUNm1fk5RTSl5wlmYKGTWT9r0MdCXQUgkEv3Sx+zlUxt5rGV4uC952AYg94t8b28vwuGwKdfKJZdcAgB49NFHs37+yCOPQBAEzJ8/HwBw0UUX4bXXXkNHR4fymXfeeQfbt2/H97///bK3w2woAkj0Q+3nx97YgWyBxvz8JElSlufRW9u3VtDzN+zu7rZ0TBJohFOYManqRQqZYbU6Uqhe49Xj8WStj+xUpJAHAcrDNvBCLgFYX19vyvdPmzYN//iP/4g//elPyGQyOP300/Hee+/hxRdfxLJlyzB06FAAwLJly/DCCy9gwYIFuO6669Db24s777wTU6dOxdKlS03ZFjMhAUgoMGGnNnJmNWtMaKjr/Myua1MLTCsfbmaOo7V1aWhogNfrJWFGWEq1Tv4sy6BGLQiZ6wCrR2a1yFoDayvh4d7maRucvhZzPceZBYxZ2/fggw9ixIgReOyxx7B8+XIcd9xxuOeee3Dttdcqn2ltbcX777+PG264Ab/+9a/h9/uxaNEi3H333dzV/wEkAAnk9/NjN7koiohEIqb51+lhVwrYDKywdalEnN7fSrhWqgknjjcTdSxaGIlEIAgCPB5Plk8hixQ6IQprFafvf4bedvT09JgWAQQAr9eLW265Bbfcckvez02aNAlvvPGGaeNaCQnAGoalUtLpdNZ6ino3E/P+CoVCFW9hUo7Q1Ka/A4GAsgi5WWMYxeqIKaWYCd5QP6e8Xq8iCtka5OpIYTqd7icKtcvclYrTzz+WoXF6G3ggXxOIGR3A1QwJwBqEPSyZNxeAfrU0zM8vFosBgGLrYuVDx+4IYLHjiKKIaDRqSfq7EmATq17dVa35kvEy+RF9sGtSHSnUE4WsOYv9jZ55dSHo3B+Fh3s+XwrYDA/AaoYEYI2hbvBgb5Ham0fd0CAIguLrZ/UbJ69dwKXa3FRLBE1d9wlAOQ7q66Ea9rNSoGNtDDtFoRM4vV08XIf56hBZFzCRGxKANQIzcmbCT8/PTxRFxOPxfnV+3d3dXNzsZmFUaJaynJ2dWJ0CZsenp6cHbrcbwWBQmUDZ5MkiyPF43NalwAhncfq8ljp+PlGovqbziUIeot28PI+dPg75MLMLuFohAVjlGDFyZn5+rM7PqYYGnppAtLYuoVCo6AhopUYAWfpfvXxRIBBQXiDcbrfSAJROp5FMJiEIgvKSUakGvwT/WHE/qUWhepx8ohDoq4vWrmhiJ07fRzw82/JFACORSL+VO4hsSABWKSzNwYQf0L/BQxvhCgQCumv22i1k7EoB642jjYIyW5daQZ3uZV2WLOqp95BlPxMEQZlA9VZ9yFWMz3OKjegPD5O+HeQThepVflhZBPsbvWXurICX88DzvRuJRDB27FinN4NramdmqyGKrfNjxsW5GhrsEoBOPkyssnWxqwu4XLR1jvX19ZAkCdFoVPmM0XHyGfxWet0VUbuosydutxuBQKBfpJC98Kj/Ri8KXg3wlAq32gi6WiEBWEWwFBxLw+lZHYiiiFgshnQ6Da/XayjC5XK5lCiiHdgZAdSzddGLgpYzDs+ou721dY7JZLLg3xvdR62Xm97EqRWF1TpxEuXDy7VgJH1stijkxYCZl20AcqeASQDmhwRgFZDPyJmhjfAUG+GyMwJoV3pDkiT09vbWrK2LOt2rV+dYTJNJsecs18SptxQYQ2vuy0sarBZxauLn5Zzn2/9Sru1KfOHh4Vzk2waygSkMCcAKxoiRsxmdrHY+iOwYix0r1rkaDoeVBenNxOrUeamCWS/dy8MyRWwSVItw9cSpXvWBkclklP2opc7jWthHXinlni50bed74cklCp2+BnhOAcuyTALQACQAKxR1nR+gb+SsTm36/X4Eg8GSvPzsbAKxciy1GAb6GhfMXCuSd/Kle3lFPXEykcomTtalTJ3H9sFD1KdaKOWFRy0CJUniQoTxCvkAFoYEYIXBHgi9vb3wer26y7KpU3tsBY9yOlkr1c5EjbbpJZVKwev1Wvrw5Om4FUr3VhLqdJnL5VKK8anzuHZw+vxZNX6+Fx61KASAVCqFVCqlu+6x1ceHlzrEQjYwjY2Ndm9SRUECsELQ1vllMpmCdX5GV6zgCbNFUy5bl8OHD5s2hlMYSQGXk+7Vfj/P11EtdR7XctSHhxcqu7dBKwrZM83v9wNAzkih3aLQKfT2i6WAqQkkPyQAOUdd56dt8GAPIq2FSSgU0o0MlkolpoAL2brYsU92d0+rqcR0r9lQ5zFRzbDrNF+k0CpRyMtLYa5neCKRQDqdphrAApAA5JRCRs5MXLBJvtw6v3wU0w3qNMXYuvAQTbACO9O9vF8PaszoPCZR2EetHwOnPUv1tsFo+riaru9cc1IkEkEgELCkua+aIAHIIUaMnFkkI51OW25hYqcALCcypxY+hY5JJT3kcqFN0arTveq1nM0eTw+nxHS545ZaiA8cTb1Rk4n91LoNjVHyiUL1Mnfa61stCHPNP+z7eSQSiVADiAFIAHKE2sgZQL9oBdA3ybNmBgDcWHiYSbm2JkZsXexKAdsxYbDuZrPTvXb7MvKC0UmTmaoDtdN57PS14PT4PFCu+Mr30qMuj2BNVEB/UcjLecgVlOjp6akph4dSIQHIAXpGznq2LvF4HIlEQrmBAdgi/uwUAsWIJjM8DquBeDwOSZIsT/eyGrpaRDtpRiIRCIIAj8dDncc1SLWdSyOiUGu3BECpTXcyfaw3JlnAGIMEoIMUqvNjn1EX8wcCAQSl9e5QAAAgAElEQVQCAcTj8aywvZXwKAC1ti7FCp9KjwCyqCfQd16qMRLMO6V0HqujKCQKK49aegHKJwrT6bRSppQrfWyHMXu+GsCGhga6vwpAAtAhChk5A9kiRxAEhEIh5Wa0uzMXsO/hl2+cXLYutYL2hQAAgsEgiT9OMNJ5bMYSYE5PbLU+vpM4WX/Hrlc2f4VCIQDoV0+ofoZbKQpzCUCKABqjdmZOTmBdqvkaPFhtUTqdzlnMz5PJsJnkejAUsnUpZRyrLVrMPkeZTAbRaFSJegaDQXR3d1tqSgvkF+S1PBEboVDncTV2ZloJL888p8+H0+Or0YuEq1967BaFQJ8AJA/AwpAAtAm9Oj+9dK+6zi+fyKnWCKB2v4qxdalWCnX38jIpEsYo1a6DTZhO1mLW+rXGw/7ztA25nsOFRCGbC/WWcCxGFOZLAZMALAwJQItR10ywi11P+KmbGYoROXZZs7Cx7KQYW5disbNDt5y/Vad7zTb4NhMeJqVKxkjnsXrCzGQyiMfjNdF5rKUW9rESKPY8lCMK9a7xfCKUBKAxSABaBHtLZ11SQOE6v2KaGZx4CNoZAYxGo0XZuvBIOedIm+7Nd12Q+KpOchXhR6NR5Vqotc5jXq51p42gnT6vZp0Ho6JQbUmjjhTm2hZaB9gYlbkaPOewiF8ymYQoirrpXlEU0dvbi97eXrhcLjQ0NCAcDhvuZLU7LWsHzAcRAJLJJILBIBobGy0Rf3am0IsZR5IkRKNR9PT0AOjzecx3XVh5boy8aRP2wl4iPR4PgsEg6urqEAqFEAgElIk0lUohkUggGo0iGo0ikUgglUopdcdE6dDxO4qVtcder1epc1Zf42wuyGQySCaTAPqu93g8jp07d2L58uXYtWsXenp6LIkA3nrrrXC73Whra+v3uy1btuCcc85BfX09mpubsWTJEhw4cMD0bTATigCaCBMw7EGr5+enNS0utZnB7rSs1YJJHQkFgMbGRstWNrGLYs6pugwAANfpXoIv7Oo8VkPXpbM4ffztFsLqiB+DOUJ4vV7Isoz33nsP1113HQBgwIAB+PTTTxGJRDBjxgxMnz4dra2tZR23jo4O3Hbbbairq+v3PR0dHTj99NPR1NSE22+/Hb29vbjrrruwYcMGtLe3c+vSQALQBJjwSyaTWdG+fHV+5ZoWV4sAVHc8e71eBINBpdPXSnjqoi4m3auH3c1AvMDTOeSJau885mG7nE4B8wAP5wGAYsi+dOlSfOc738H69evx0EMP4ciRI3jkkUdw6623AgAGDx6MG264Af/0T/9U0ji/+tWvMGfOHGQymX6Rvdtuuw3xeBzr169Ha2srAGDWrFk466yz8Pjjj+OKK64obyctglLAZcDeslkImqVz1Q9PVsjf3d2NWCwGn8+HAQMGlN3J6kRjhpljybKMWCyG7u5uZDIZ1NXVZTV58N6gYYRC56jYdG++MQgiHyzqJwgCAoEAQqEQ6urqEAwG4ff74Xa7IUmS8pIajUYRi8WQTCaVOmYeVoKp9fEZTt/3vBwHIPtYDB8+HIsWLUIqlcJvf/tbdHV1Yc+ePXj55Zdx5ZVXYty4cSWN8cEHH+Cll17CPffco1uD+dJLL2HRokWK+AOAhQsXYvz48Xj++edL2zEboAhgGWj9/IDsG0Pdxer1ehEOh00zLXYiAmgGTBCz5cu0Hc92PdicfoOvhHSv3jWm3UbetpkwTrGdx+xvgL5nWy11HvMED00ggPP3fq65T5blrJVAWltb0draigsvvLCkcURRxDXXXIMrrrgCkydP7vf7zs5O7N+/HzNmzOj3u5kzZ+L1118vaVw7IAFYBuxGVC+OzR6g6jq/cDgMQRAcv2HKwYx0mxFbF7uErXocO42Uy0336o3Bw9s4D9tQS1h5zep1HjNByLoxE4mE8vlq7zzWoxb2MR88iFC7bGAefPBB7N69GytXrtT9fVdXFwBg2LBh/X43bNgwHDp0COl0mss6QBKAZeDxeLKWcgP6uldTqRRcLpelkZ1KqgHUCmIj69ZWm6AoZOZMlEa1XSc8orXqSKVSCIVChtY8LrXJpND2OAUP1xsP4gvgWwSzCGC5HDx4ELfccgtuueUWNDc3636GZXL8fn+/3wUCAeUzPD7vSQCaAPP7A/oejn6/H8FgsKzITiEqoQawlFSn3SlgOx6mzJYD4DfdSxAA0L63HVe/dTU8Lg9+3PZj/PTEn/b7DIv6FdN5zD5frijkQYARfJyHfBFAs5aC+81vfoNBgwbhmmuuyfmZYDAIAIotjRr23Gef4Q0SgGWiTmsCfSfarpNtZ/qv2LHUti7FCGInhK1VMAPweDxuSrpXDyuvgWo6F9WElecjko5g68GtAID9sf2Gx672zmMGRd/42YZc5yKdTiORSJRtBL19+3Y8/PDDuOeee9DR0aH8nPlq7tq1Cw0NDUrql6WC1XR1daG5uZnL6B9AArAs4vE4IpGIktJjXcB2waMA1Nq6NDQ0mNb4YiZWiht1uheAYmJKELyTkY4KNI+7PB9OI00m+dY8NroebK3BwwsZD9uQi0gkAq/XW/Yzt7OzE5Ik4dprr8W1117b7/ejRo3C9ddfj//4j/9AS0sL1q5d2+8z7e3tmDZtWlnbYSX8zcwVBIvqsJSe3QX5PAlAWZYRj8eRSCTgcrkqxuDaTLQp70AggEQiUfGG1kTtIMqi8v+9bvOnh1xNJvk6j9WCUO244BQ8CFIe6iCdPg65IoA9PT0Ih8Nlb19bWxuWL1/ez8/3N7/5DSKRCO69916MGTMGAHDRRRfhiSeeQEdHh2IF884772D79u248cYby9oOKyEBWAbatwwnOjKdrgEsZOti5lhmYrbQ1OvulWVZqQGxCh66gJ2eCAjzEKWjAtDjsufFpVDnsXY9WBZhd6Lz2Ol7zenxeSNf/V+510Rzc7Oudczvf/97AMB3v/td5WfLli3DCy+8gAULFuC6665Db28v7rzzTkydOhVLly4tazushARgGeh5otkdAXRyLCO2LmaMwzP5untZDWAlP7SNXtOVvI/EUYwIQDvuUW3nMWsyYdF1ALZ2HhNH4SkCqIeZFjB66JUltLa24v3338cNN9yAX//61/D7/Vi0aBHuvvtubuv/ABKAplIrKeBSbF1KHcsqyo0AVoqZs5nwsBIEYS0Z2bwaQDNhky5rNAkEAoY7j81uMqH0Kx/kKgeIRCKmpIBz8e677+r+fNKkSXjjjTcsGdMqSACWAQ8RQBZlsmMsAEqdH2Cd6OEhrZkPo2bOdtQz2nUNqPdZG23h+VwRxVEoAsjDuVavGmR35zEP++80vIvQnp4eSyOA1QQJQBOxU5Cx8ex6IDHD63g8bovPodWUIs606V5eO5zNRF3j6fF44PP5lKiLemJNp9OQZVmp5aLuTWux6tha3QRSLoXuVyOdx3qRwkrrPOZ9++wgVxOI1SngaoK/O7yCqcYUsNrWBQDC4TB8Pp+lY/IWAazVdC+rsRJFEaFQCIIgIJ1OZ617zUQxe/lRT6zamqxKfmGoFbIigBylgMuhUJNJoc5j7bXLQwrYSXiKAOYSgOFw2IGtqTxIAJYBDylgq8bT2rrYbWnCSw2gOvVZbOTTrhSw2d8viiKi0agi5vx+PwKBQL/otjYV7Pf783ZvsnSdWd2bPExA1UZWBNDF5/RgVh2fNnpv5NqVJEm555y8/ujaz/1cNWsVkFqAzzu8QuEtclUKuWxdRFFEIpGwZf/sfLjl2h9JkhCLxZBKpWoq3ctEP2vuiUajRZ0PvYlVW5Ol7t6sxNUgGE5sp9X3nxEj6GqNgOXqPFZfu+xn7L6wu/OYh/mFhwhgoWXgzFgHuBao7hnNBtSiz6kIoFlvo1bYupSCnV3AWsxO91bKS0EqlUIsFivZyzHfPuqtG1uoUL/SarKqBXUE0C4fQF5RN5mwazcajSrpZDs7jwnjRKNRDBkyxOnNqAhIAJqIOuVnl1eWGeTzstOOZZeYsSvSqB6n1PWLnaRcgSlJEqLRqLJ0n1b0WyFgjRTqq2uyzE4dE7kpFAGshJcZq3G5XFnPRzvXPOY9+sbDNlAK2DgkAE3EKQFY6njFRLvsFIB2R82sTPfyGgFk5z4Wi8HlKn3pPrPQK9TPlzpWb6coihRpMQlJPlrnyWsEkLfzXCudxzxCKeDyIAFYJtoUMGDfW3I54xUb7apWAZhOpy33NeQNMxpb7EAvdawu1GdRQvYCQ5Nq+agjgLzZwPDyImXkmjK781j9HUa3wSqcboBh25CLaDRKEUCD8HWHVziVIADVti5er7cmmhv0YL51mUzG8nQvL13AZvgYOjkB6Rn/ptNppUmp1EmVOIqRGkCnJ38nKedeLrXzWH0N84LT1wClgM2h9mZ+k1FfgDwLQG2HZ7Epv2qJAKrTvQAgCALq6uosGQtw/kEJHO3sjsViAIqLdPKawmYUirTkm1Rpzdj+VKMPIM8Y6TxWlz4wWLmKE9cvz88DWZYpBVwEJABNxG4BaAT15C/Lckkdngy7xIAV4+jVOzIxXM2oPf3yLVtXDrwJqEKTqiiKFW9FY9X2ZTWB5FgKzulj49T4dkS/9TqP1aUP6XSaCyslp6+BfOeCUsDGIQFoIrxFALW2LqFQqKw0Au/RoFzkqndMpVK22M04kQLW8/TTdnabCc/XRa5J1YgVjTrK4vSkZwc8LwXH8zVmJerrl5mxB4NBw1ZKZotC3s9DJBKhCKBB+LrDKxC9m8ppAWjE1oVnzBJNtWjmDJTv6VcLFOrcLFSPVa1kpYA57QKuZdSRr2KslABzm6Scfp7kigCKokgCsAiqfza0EXZDOSUAzTYx1hvPzrc/q+1t7DKctuOYqVcoyOXpVwp6Xe5WciR+BHW+Ogge+19YirWiSaVSigVNtdQT8hwB5AVez7HRethym6R4KAPItQ2RSESxtSIKQ3e4ydgtkth46XQa0WgUkiRZ1tVqZw1gqVSimXM5sGOVSCQQj8ct9/Sz+sH/Lyv+BW9/+TZ+ecYv8aOTfwS/12/peIXIZUXD/BPtXsWk1peCc3J8HlKfxYovvc5j9lJTznrdTl8DubYhEokgHA5X9TPfTEgAlokTUSUtLNrl9XoRDoctTXPaKQCLediVku5lE7iVWD2GKPZFbOLxeMUL3s4jnXh67dNIi2n89r9/i4tPuthxAahFLegEQYAgCAVTb5VkRaOOALpdfG0nDwKsGtBeg4U6j1lkkV3DkiQ5bkmT61pgFjA8CNRKgASgBdiV8ovH48rNa8dKDjzaDWjTvcUch0ptagGy6zwBVFydpx73vnsv0mJfJOLKuVdiQHCAw1tkjFKsaLSikJcJq5ARdKXeL2bAgwmzFeMX6jzWW8mEveQ42TmfywMwHA7buh2VDAlAk7H6JtDaurhcfetS+v3WR0rsiJixcYxQKeleMydNraefz+dTop5WYOScmyGk9/Xuw+NrHgcAhHwh/Pz0n5f1fU6Ty4om39JgPFjRVMJScLWMncuMMlGoHpu9eDpR/qAm1/MmEolQBLAISACWiZ0pYD1bl2g0aslYethdA5hrLLO6e+1qAjELPU+/TCajaxRrN+Uexz+8/wckMn1L8i2dvRSDwoMK/k0lPeTzTai5rDyciBKqu4B5bQJx+rzX6vjq69do+YNVolCWZd2XfSYACWPweYdXMFZEyfLZujjRmesULN3LCvDtSHvzgBFPv0pOzR2KHsLDqx8GAPg8Plw7/1qHt8gecll5FFrFBOh7GchVoF8OGTm/ETTbDidw+hp3enxetkGNXZ3HucbWQing4iABaDJmCjIjdiZ2pWXZWHaOoz6OVqR7K8EGRu3pFwwGEQgE+p3/SufBDx9EJBkBAPzo5B9hWOMwh7fIOfJ1bTJ/QqDvfkin01kTsBmpY1oKjjBCvmvMqs5jNYWaQAhjkAAsE6tSwOqJP5/gsdt30O4UsDrd6/V6a8bMWRRFxGIxUz39SsHqc96T6MGDHz4IoC/leP0Z11s2VqWitqJh9wOr+S20CkSxaTcjS8E5jdMvPU6O77QHX6nnv9zOY70Xm1w2MCQAjVP9M6kNaM1yy3lIaif+QrYu1SgAGalUKsvY0+x0L48RQFmWS/L042FiLoVHVz+KI/EjAIBLp1+KkQNHOrxFlQGbGI2uAqGeTPNFWNRNILzVADp9jTs9Pk+U+xwupfNY3SjFPquFIoDFwV/LZIXDJvxiHxbMXLa7uxuiKCIcDqO+vp7LaJflZrR/u+lTqRT8fj8aGxtNXdFECy8P9nQ6jZ6eHsXTz8h+82C9UOo2xFIx3Pf+fcp33LDwhqK/g5dz5zQsYuLz+RAIBFBXV4e6ujoEAgFFJKbTaSQSCUSjUUSjUSQSCWU1E3YcC0UACefgwYbGyvuNCULmahEKhVBXV4dgMAi/36+shcysr1hZ0O7du/Hkk09i8+bN6O3tLXsZuLVr1+Lqq6/G5MmTEQ6HMXLkSFx66aXYvn17v89u2bIF55xzDurr69Hc3IwlS5bgwIEDZY1vJ/ypiwqn2JtTa+tS7NqtdkcArUSd7gWAQCCAUChk2Xh2PUgLnR9tk0+tpLkf//hxHIj0PSy/N+17GDd4nMNbZAynG6GMwmqxiomwpMSjaTjejKAJ57FbhOo1SrF5gl3Xf/3rX3H11VcD6KuTHzZsGHp7ezFz5kzMmjULI0eOLGp777jjDqxZswbf//73MXXqVHR1deH+++/HSSedhI8//hiTJ08GAHR0dOD0009HU1MTbr/9dvT29uKuu+7Chg0b0N7eXhG+rNU/y9iANgUMGKvVyGQyiEajEEURPp8PwWCw6DovdcTR6puymH0rBr20ZzQa5dLTr1jyHSetp18pazcXsswpF6MvGMWOn8wkce/Ke5V//2rhr4reNqI4jFjRZMSjgjCZSCLuiWfVYbHvcRKnu5Brdf95g73cfO9738OCBQuwbt06/OEPf8ChQ4fw3HPP4a677gIADBo0CDfffDNuuukmQ9974403YubMmVkv4Zdeeina2trwb//2b3jqqacAALfddhvi8TjWr1+P1tZWAMCsWbNw1lln4fHHH8cVV1xh8h6bT+XPsJxhZEKWJAmRSAQ9PT0A+lZxCIfDJRX52/kwsEJs5Et72uXRZ9fKLWoymQx6e3sRjUYhCAIaGxv7dfhWM8+ufRZdPV0AgPOnnI/Jx0x2eItqExZhEQQBgUAga0YI+oIA+q7VRCKhvKik02mkUql+dYZWU+vpfh72nwcRrLcNTU1NWLhwITKZDG6++Wbs3r0b33zzDVasWIGf//znmDBhguHvnz17dr8MzNixYzFp0iRs3bpV+dlLL72ERYsWKeIPABYuXIjx48fj+eefL3X3bIUigCaTT1SwSFci0Wd4W0rEJ994vKQ0jWCku5eHB165aM+JEU+/aictpvEf7/yH8u9fnUnRP15QrwUcDAQR9AWzUsfJZFKJXDN4WcXEDqp1v6oFdQ3gkCFDsGjRIixatKjs75VlGd9++y3a2toAAJ2dndi/fz9mzJjR77MzZ87E66+/XvaYdkAC0AT0fNm04sWorUupY9tpz1IORrtc7XjQ2nnsgMKefqVg9z6YwQvrXsCuQ7sAAAsnLMT0EdMd3iKCkeUD+LcmEJY6drlcSCaT8Pl8iiVNrlVM7FwWzC6cvsd4jb7xsg2yLCMSiZTdBKLHM888g7179+J3v/sdAKCrqy97MWxYf8/SYcOG4dChQ0in09y/3JMANBnthFysrUu541lJuWOl02lEo1FDItjO5harO9uAPn8q9kBwytOvFMw+D6Ik4u537lb+fdNZxupyCHswuhRcrlVMclnRlGL2m2tcggBy+wCavRLI1q1b8Ytf/AJz5szBP/zDPwCAsjgD8+NUEwgElM+QAKwx2EXJUpws1RcOhyEIQkU/wEoVgNp0r9kiuFSsPhfqVFkmk6mKa6BcXv3iVWzf12encOroUzFn9ByHt4hQU85ScGpRyNBGCYs1+1XjdAQO4EOAOh19c/oY5LsOent70djYaNpY33zzDc4//3w0NTXhxRdfVPY9GOyrj2WWNGpYiRf7DM84PwtXAeobgl2crGDarFRfobF5eDhqKdXUGLDPpJltp9mol64DYJmnoxPnXzsJGL22ZVnGnW/dqfybon+lY9XzRB0BNMMGRr2KCWDMiobX1LHTz1inx+cFu1LA3d3dOPfcc9HT04MPP/wQQ4cOVX7HUr8sFaymq6sLzc3N3Ef/ABKApsJsXYA+5/1SO3uLgdcUcDHp3lxjVeIDT+vpFwqFEIvFuJnErMLIuXpj8xvY2LURADB9xHQsGL/A6s0iioQ1gXhc/VO0ZtyP+axoCq1iIklSRT4TzKbWI4C5YPXVZqSAE4kELrjgAuzYsQNvv/02Jk6cmPX74cOHo6WlBWvXru33t+3t7Zg2bVrZ22AHJABNgNm6pFIp5a1VEARb6rx4E4C8pnv1MPPY5fL0Y9GNSp24zBLisizj39/6d+XfN515E7cTSS3DIoAet301qnqpY70oIbsOo9FoUaljs7fVKSr1GWI2uURob28vQqFQ2fONKIq49NJL8cknn+CVV17BySefrPu5iy66CE888QQ6OjoUK5h33nkH27dvx4033ljWNtgFnzNzhZFOp5FOp5VJv6enx/ab1en1gMtJ9+YaR5Kkwh/kgEwmg1gshkwmA5/Ph1AoZJtprt1ehul0Whm3mH17b/t7+HT3pwCAKcOm4JxJ55S9PbUoIK0+zywC6HU5OzWwVUwY7PkiSRK8Xm/edWKtsqIhAcZPBDBXA0h9fX3Z23fjjTdixYoVuOCCC3DgwAE8/fTTWb//+7//ewDAsmXL8MILL2DBggW47rrr0NvbizvvvBNTp07F0qVLy9oGuyABaALMwFg96dspyOxOl2rH0qZ7Q6GQKfYmvNcA1pKnn3rVGqCv+JlFbtjxyzc5qGv/fnXWr6pilZdqhK0FbGcE0AhqKxrWealdxSSXFY06SsiDeCkVHixYeBg/1/O6t7fXlPTv559/DpfLhRUrVmDFihVZv3O5XIoAbG1txfvvv48bbrgBv/71r+H3+7Fo0SLcfffdFTMPkAA0AfbGyXCifs2J9YCttrjhGaOefjw36RiBbXdPTw88Hg+CwaPGwOqJF4CyfJ960nW73fjo64+w6qtVAIBxg8fhwqkXOrY/RH7UNYC5cFoAMApZ0bAooTpqXY4VjSzLNf/iwkMEMNc2MAuYcrfv3XffNfzZSZMm4Y033ihrPCepjdnaZuxOX9p5Q7J9i8fjpqV7c43DYwRQLXp58fSz6lilUqksSwNW0yhJUtZEmEqlkEql4PP5lCiMetK943/vUD57wxk3cBddIo7CawSQUegZU6oVTSWsYsKD+AL4eQHQ0tPTY4kJdDVDAtAC7I4A2m2azB6ggUAAwWDQsgcCT1EzbY2jUU+/SowASpKEaDSKdDoNj8cDURSVCGe+KKfP58v6DkmS8OmuT/Hu9r436mMHHIvzJpyHWCzGrdVHrSPJfS+ueibQTl/DpY5fTVY0TuP0NcC2QS8Sa4UJdLVDAtAEtA+HahSALPIlSRJcLpdlvnYMO7v6Ch07taefWTWOPCLLMpLJpGJbEw6Hla5uo3/PjgubdO99/17l978845cIh8L9ujoBZEVhSknNVeP5cAIlApgnBVzplGpFw559Tl5vPFznvG4DawIhjEMC0CKqRQBqI19scra61o8HH0C1pY3H40FDQ0PR+21HBNCMY6Vu8lD7Nuo53Rtl095NeG3jawCAYQ3D8KNTfgTBK2TVa6mjMJWamqsmjNQAOomVhvqFrGiAvhfhaDSqfN5OKxqnn4e8b0NPTw8JwCIhAWgS6knYiQigFTWH6kYHlu5l3b52YfXbtt65yuXpV40CRN3J7PF4+nUyqwVssft/1zt3Kf//2gXXwu/NXjdTz+qDTbpGujprGauuRZ5rAO2OvGmvz0gkAkEQFFNqJ6xonISXLuR8TSAkAIuDBKAFlDNpljqemYIzX3evXeLWzoeMen/yefpVG2r7HqNLFho9L9v3bcfyz5YDAAaFB+HHp/y44N+oU3NGujrV+2G3IXC1ohhBV0AXsBO4XK6sF6RCVjTaKGE5zxIqdchPJBJBS0uL05tRUZAANAltBLASMdvMuRzsEtHqcazw9OMlBazu3NWu1lJMJ7PR/fj9yt8rDQVXz7sadf46Q3+nJV9XZzqd7pc6pgL+8uC5CYRHclnRaBtMzLKi4QEntzffHBuJRDB69Gi7N6miIQFoAZUYAdRL9+bq+KymicDlckEURXR3dxcVCasUkskknnvuOaxfvx4jR47EpZdeikAgAACmCXzt3+86tAt/+etfAAADggNw+amXl/X9WlgkhU20oVAoa9I1s8GEN6y+93hvAnH63BkZX69GOp8VjdHUsdM+hDw99/WOT29vL9nAFAkJQAuw2/qjHFGmTfcWigbZnQK2ciyWVpRl2VJPPydF80cffYT/+Z//QWNjI9577z34fD4sWbLEcGq7lPNwz8p7FCHx09N+ioaAtQ9ldVSFoa0lLGXCrUWUpeB0IoBO46QAKXdsPSsaI6uY8PjSwkMEUA+qASwe/u7yCkV9U1SCACw13VsNAlC970BfhMgMB3mnyHdOIpEI0uk0mpqacPDgQSQSCV2vrFQqhQMHDqCpqQnBYLCk7ZBlGd/0fIOn2/vWzgz7w/jZaT8r6bvKhUVh9LzfrK7VqmR4bgKpJnKljvNZ0TAymYwjopCHCGChFDAJwOIgAWgBTghANp6Rh4LRdG8+KrUgWe3pFwgEkMlkLK8TcyoCmE6nMXr0aAwbNgw7duxAc3MzTjvtNABQzJj9fj8OHz6Mhx56CDt27MCQIUNw5ZVXYuTIkSWNed979yGZ6bOOuXzO5WiuazZtf8qh2AYTJ2w+nEaW5YpaCs4JrH5O5LKiEUUR6XQakngw3uIAACAASURBVCQpq/M4dY3ycP612yDLMqWAS4AEoAXwKgCLTffmG8tqzD6GuTz9IpGIrbY2dsCW6ksmk2htbcU///M/o6OjAy0tLRg1ahReffVVvPXWW/D5fLjsssvw7bffYt26dRgxYgS2bduGt99+Gz/5yU+KHvdA5AD+tOZPAICAN4Cr519t9q6ZinbCLWaFCPb5aoI1gAD8RgDLfv6k0/DdcQfE+fMhzp1r+M+cOtfqSDaL/Pl8PkdWMeHheq+VFPDzzz+Pv/u7v8N//dd/YfHixVm/O+GEE7BhwwasXLkS8+fPz/rdiBEjcOyxx2L16tWGxiEBaBJOp4DzjWdmd68T3bnlwFa3YOlepzz97OgClmVZsXaRZVnZ18bGRgwfPhwA8PXXX+PVV1+F2+3GoUOH8Mwzz+D0008HgKwuYfV3s+3v6urC7t27MXjwYOX71Pzxwz8ilurzTvyHU/4Bg+sHW7bP6m0z8/tYlJCRLy2XSqUgiiK3tVrFwqJ/gH4E0GkBUHYd3tatCFx5JTyffQbpL39B9KOPgAqKGLEmEG2JgraeUK8JyszyBh6u8Vwp4GqJALJMzerVq7MEYE9PDzZu3AhBELB69eosAbhnzx50dHTghz/8oeFxSABagN0CMB9mpHv14GHfCmHE08+O9KwdD0xZlpV6P0EQUFdXp/ugT6fTSKVSGDy4T5ylUimceOKJ+OKLL/D1119jzJgxWLhwITKZDHbt2qWYQ+/YsQMPPvgg9u7di5aWFvzsZz/DhAkTlO/tjnfj4dUPAwAEj4DrFlxn+T7bQS4bGpZCB5CzwaTSbGhY/R/AZxNIyUgShD/+Ef7f/hauv61s49q7F57VqyGee25RX8XjuSzHiqaY1DEPz/xaiQAOGzYMo0aNwocffpj18zVr1gAALr74YqxatSrrd+zfc4uIbFfRXc4XdtZ96QlOM9K9+caymnJEtFWefjyiftC7XH3r9/p8vpyfHz16NGbNmoX29nYIgoAzzzwTI0aMwFVXXYU9e/ZgzJgxCAaDeOSRR/DJJ5/A6/XiO9/5DtLpNDo6OjB58mRs3LgRn376aZYAfOyTx9CT6AEAXDbzMrQ2tVq+707Brk2v1wtBEIoyAzYrSmjFfVgoAliJuPbsQeCqq+D94APlZ+KECUj8539COvFEw9/jtPgp1mNWa0XDMgTqmtdiO+N58LnNtQ2JRAKpVKpqIoAAcOqpp+K5555DIpFQrLtWr16NKVOm4Nxzz8U111yT9fnVq1fD5XLh1FNPNTwGCUCT0F6QTglAdbrX7XYjHA5DEATTblq7o5vFjMNSoCziacTTz64IoBVjsPV7mfgbMGBAwfMsCAJ++tOf4swzz4QgCBg9ejQ+/fRTPP3004jFYpg9ezZmzJiBNWvWoLm5GUeOHMFbb72Fs846C263G/v27YMsy6irO2rsHE1F8fCavuif2+VGm9yGTZs2YfLkyabvM4+UEoHhscGErQIC8FcDWLT4kGV4//xnBG6+Ga6eHuXHqZ//HMl/+RegxE73SkVd3lCsFQ27Rp0WwYxc6V+/3w+/36/zF5XJ3Llz8fTTT+OTTz7BvHnzAPSJvDlz5mDOnDno7u7Ghg0b0NbWpvzu+OOPR1NTk+ExSABahBMCUL20l5npXr2xeEubqiOeVnr68YB2/V71Mn1GEAQBEydOBNCXznzhhRewb98+NDc3Y+XKlRgyZAg8Ho/SNBMMBjF37lzs378fW7ZswWmnnYb58+fj4MGD2Lx5M17Z+QoOxw8DAFoTrVj58kp89sFn+MUvfoFJkyZZcxA4J1cExonifaMYjQDyIFbz4TpwAP7rr4fw6qvKz6TWViT++EeIf5tIS/7uCjCiLua7jFjRaJdeTKVSjtW85pp3ent7de2tKhlWB7hq1SrMmzcPmUwG7e3tWLp0KUaPHo0hQ4Zg1apVaGtrQ29vLzZs2IDLLy/OdJ8EoEXYKQBZ0X4ikTA13ZsPu7wAC41TbsSz0iKA6ppOFuGMRqMQxb7Ju7OzEx0dHTjmmGNw7LHHFvw+WZaRyWSUdKYoihg6dCjOO+88rFy5EoMGDcKiRYvQ3NyMs88+GzNnzsTo0aMhSRLuv/9+bNm2Be+0vAO4ARdcGB8fj7a2NmzcuBE7d+6sWQGopdgGk1LrtMpBHQGs1BpAz+uvI3DNNXDv26f8LP2DHyBxxx3AgAElf6/T0S87gwm5ll5MpVL9TNWdiGbrfX9PTw/q6+sdF+hmMnHiRDQ3Nyu1fZ9//jmi0SjmzJkDAJgzZw5Wr16Nq666CmvWrIEkSUXV/wEkAE3DiRSw1tDY5/Ohrq7Olu5cHtB6+pUa8XT64W6EfOv3sn3evn077r//fnR1dWHw4MG46qqrCqZhPR4PFi9ejGeffRaHDh3CqaeeismTJ2PChAmYOHEiWlpaIAgC3nzzTSxfvhyxWAxTpkzB3LlzsX37diRGJpBM9BXWnzTwJAS/DeLLL79EIBBQGk3U7N+/H6+88gqOHDmCOXPmYPbs2WVfU5XqSZlvss21gon6c2ZHCdVNIDx2AQN5nj+9vfAvWwbfE08oP5IGDkTy3nuRufBCm7bOepy4zllNIItYB4NBx6LZ+Qzvqy0C6HK5MHv2bHz44YeQZRmrV6/G4MGDlfWO58yZg/vvvx8AFNsXEoCc4HK5LPWX03b3snSgXW9fTkYAtWKIefqVOobVlHMtaG1s8ln4rFu3Dp2dnZg6dSo2btyIv/71r4bq8ObOnYvx48cjFouhtbUV+/fvx4MPPog9e/bgmGOOwSWXXIK33noLLpcLI0eOxOeff45JkyahrqEOb8XeAv6mS2679Dbs27wPnZ2dmDRpEqZPn47PPvsMGzZswMCBA7FgwQI8++yz+Pjjj+H3+/HVV1+hpaUF48aNK+nYVCOFlgxjkd5YrM9ux8wGk6wUMGc1gPnwrFmDwE9/Cvf//Z/ys8w55yBx332QhwwxdSynXjR4EN+MYqPZgHlWNLle9lgHcCW+COZj7ty5eO2117BhwwasXr06q8Fj9uzZuOmmm7B3716sWrUKw4cPx3HHHVfU95MAtAirIoC5unuTf7M3sAsnBKAVnn52+RqWgiiKiEajeW1sGLIsK9fC3r17IUmSbkecLMtYu3Yt9uzZg+HDh+Pkk0+Gy+XKitatWrUKmzZtwqhRo7B161Z88sknCIfD+Pbbb+FyueD3+zF69GgMnjMY8XV952LuiLloG9aGT/d+ikAggOOPPx5fffUVHn74YRw+3FcfePjwYXR0dKCpqQnHHHMMtmzZgkOHDunuTyQSAYCqe6svFm2dViqVQiqVQiAQUCbcdDrdr8GklHWOC0UAnUT3eZNMwnfrrfDdey9cf/u9HA4jefvtSC9ZAph4P/MkwJwi3zNSL5ptVSOU3ueqsQYQOBrRW7VqFT766CP88pe/VH43ffp0+P1+vPfee2hvb8f5559f9PeTADQJq1PAWmsTba2bXTWHTnkcGvH045liu5mLsbFh52TevHno7OzEpk2bcMYZZ2DhwoU4cOAANm3ahHA4jGnTpqG9vR0PP/wwIpEIQqEQRFHsZxugvZbdbjd+8IMf4M9//jO6u7tx5plnYszYMXj5hZeVz9z0nZvw7LPP4oMPPoAoihg/fjxmzZqFw4cPY/Lkydi9ezd27NiBmTNn4r//+7+xefNmHHfccRgzZoyyz2zclStXYsWKFQCA888/H2eeeabhY1crlNJgUij6YiQCyMtLknvjxj5T540blZ9lTjkFiYcegjxqlINbZg08WLAUSymNUEasaHIJwGqygGHMmDEDgUAAzzzzDDo7O5X6PwDw+/046aST8Ic//AHRaLTo9C9AAtBU1CLMLEGmtTbJVevmRNexHeOwdC9LcZvt6WdHBLCY7y2nk7uurg5XXHEFJElSVvq45557sG3bNvj9fixevBjJZBKRSERp1Pj666/7CcDTTjsNmzZtwu7duzFp0iTMmTMHxx13nLI83LBhw/CHN/6AXUd29f1bGgbhkICNGzeiubkZAwcOxFdffYXZs2ejubkZGzduhNvtxsSJE/G9730PI0aMQCQSweTJk1FXV4cnn3wSGzduxNixY3H22Wfj5ZdfVtY7feWVVzBt2jQMGjTI8DGsNYym5AoZAVdCE4hLkuD7/e/h+93v4Prb/siCgNRvfoPUtdcCFje/VZIAMxu2Ekmp5LtOjXhout1uSJKk2+BYjTWAQF9d/8yZM/Hhhx8iEAhg+vTpWb+fM2cO7r77bgDF1/8BJAAtwwxBVoy1id0C0I4GF/ZgSKfThjz9Kpl8TR5GUJ8P9oDdsWMHtm/fjuOPPx5dXV1YvXo1Fi1aBJ/Phy1btsDr9eKYY47p913hcBgjRoxAb28vJk6ciIaGBjz++ONYu3YtBEHAhYsvxAMfPaB8fsThEdi0aROGDh2KDRs24NChQxg4cCBOOOEEjBjR97vGxkacfvrp2Lt3LzZu3IhMJoORI0di48aN+N///V80Njbi3XffhSAIyGQyyrlOpVL9bCiAvq6/bdu2wefz1YzfYDEUajDRMwKOJ+NH/+3qP9E7mQaVZRmeXbsQvv56eD/5RPm5OHkyEg8/DGnKFMvH5wGnn39W2IoV46EJ9GWD2BwUj8cxYMCAqloFRMvcuXPx4YcfYvr06f2CH6eeeiruvvtuNDQ04IQTTij6u0kAWkQ5kaVC6d5c41WLAGTCl3U6NjQ0WGZrY0dKO9/xkmVZaegBSqtrzPXZAQMGIBwOY9euXYhGoxgzZgzmzZsHURTx1VdfYdSoUZg3bx42b96MTz/9FPX19Vi4cCHeeustvPHGGwiFQlixYgUOHz6MNWvWoKWlBUeOHMED//0A9mIvAKBFasHA5EA0Njbi/PPPx5tvvolIJIJ58+Zh6NCh2LNnDwRBQFNTE2RZxqOPPopt27bB7XZj586dmDp1KkRRxPDhw9Hd3Q1JkjBv3jy88847AIAFCxZg6NCh6O7uRnd3N4YMGYJ4PN5nQbNlCwKBAC677DKcccYZxZySmqRQg0kqc1QQQgTi8XhWBMYxZBm+J55Aw7JlcP/tPpFdLqSuvx6pZcuAKjL/zQUPAtTO+UXb1MeuU5YZSKVS+OKLL3Duuedi7NixGDlyJARBwKeffoqpU6eavvJTMpnELbfcgqeeegpHjhzB1KlT8bvf/c6W8pRbb70Vt956q+7vFi9eXFazKQlAE9GmgIHiBKDRdG+usa3sOtZixcNA6+nn9Xr73vyr1NBZHeG1oq5x3LhxuOyyy/Dee++hqakJl1xyCZLJJHw+H8aNG4fp06ejq6sLDzzwgNLg8c033ygpwVGjRmHDhg2IRCJwu9190bhMGp/hM2WMNrEN806fh3nz5iEYDGLy5MlKVO7jjz/Go48+ilgshlAohIsvvhj79+9Ha2srfD4fvv32WwwfPhzDhw/H5s2bMXDgQMyYMQNtbW2YNm0a3G43xowZgy+//BKPPfYYDh06hHHjxuGkk07C1q1bMXbsWOzatQsrV650RAA6FY0xa1xt9EXwH500BW/f/1dHCRnpdLroBpOSt/HbbxG45hp433hD+Zl03HFIPPQQxNmzLR1bDY9NYk7g1DFQX2s+nw9erxfjxo3Dfffdh7/+9a/46KOPsGPHDrz++utKbdysWbNw4YUXYsGCBWWP/+Mf/xgvvfQSfvnLX2LcuHF47LHHcN555+Hdd98tauk13iABaBHFRpbMWMmikmsA9Wrf1AbHVuFEBFDPvDrf+r3Ffr/652eccYYijiRJwgMPPIBVq1ZBlmVMnToVp512Gvbv34+2tjbs3bsXX375JS655BK0t7dj48aNaGlpwdy5czFkyBCsWbMGkcYIDuAAAGAQBiF8JKx0oT755JPYsGEDvF4vzjzzTCWSPWXKFGzcuBEHDx7EuHHjsHbtWgDA5MmTcfLJJ2P8+PHYvXs3hg4dipEjRyoRSL/fj0suuQQffPABOjs7ceyxx+Lzzz9Hc3MzBEHAvn37EIvF0NjY2G/fRVHERx99hG+++QbHHXccZsyYQRN4AdQ1gD6vT/F7Yym5dDoNSZKyHAeMNpiUgvfVV+G/9lq4VZ3iqSVLkLz9dqBK03254KEJhIcoJMPlcqGlpQVLlizBkiVLsHTpUvzsZz/DKaecgvb2dnzyySd47bXXEAqFyhaA7e3teO6553DXXXfhhhtuAAD86Ec/wpQpU3DzzTcrHnyVCAlAizAqLEpJ9+Ybzw7MTAFra9/C4XDRS5tVEmz9XlEU4ff7EQqFbNvPw4cPY8OGDRg6dCgCgQC2bduGefPmYciQIdiwYQNcLhfOOussnHLKKWhoaEBXVxeOO+44DBgwAF1dXfAKXmwQNgCsHOczYNPhTdixfQf8fj82b96MUaNGoaenB+3t7Tj77LPh9XqxdetWCIKA1tZWXHDBBZgyZQokScKMGTMgiiLeffdd/N///R+mTp0KWZaxfPlySJKEgwcP4s9//jOGDRumiBAAGDVqFJqamvDhhx9i0qRJuPjii5FMJrF+/XpkMhm0tbVh7dq1ePrpp5FKpRAOh+HxeHDSSSfZcpwrFb2l4NSF+yzDEAwGs2oJTV/nuLsbgZtugvCXvyg/klpacOTOO+FZvNix7v9qfB4ZhScBmssHcNCgQZg9ezZmqyLDZmTFXnzxRXi9Xlx55ZXKz/x+P37yk59g2bJl6OzsxPDhw8sexwlIAJqI+sIsJADLSffmGtvOCGC5N5YRg2M79skuWxtZlhGNRpFMJuHxeMoyrwb66rNefvllfPXVVxg7dqyht9xwOIzm5mbs2LEDbrcbQ4YMwcSJE3H11Vdj3bp1qK+vx/z589HV1YW1a9cinU4rTRzLly9Hd103OtEJAAgmghD2Cgi39PkDHjx4EHV1dejs7EQymcSYMWOU79q5cydOPvlknHrqqejs7ER3dzcCgQC8Xi/eeOMNvPbaa6irq8O2bdsQi8WQTCYxePBgRCIRJJNJnHHGGThw4AAOHjyImTNnYtasWUqKuq6uDiNGjMDjjz+O9957D5Ikoa2tDXV1dZAkSYk+7tmzR1cA8jCxFYOltbeS8bWACzWYlLoyhOf99xG46iq4OzqUn6W/+11E77oLyXAYoXJ2sAycjn5RCjo/vb29uk0gZrwsrF+/HuPHj+/XZTxz5kwAwGeffUYCkNBH78FhRrpXi50CECjvgaiOglWip1+xsMhVMpk0rZv5rbfewvLlyxEKhbBhwwYEAgFceOGFeb/X7/fj8ssvx4oVK5BKpXD22Wdj4MCB2LlzJxobGzF27Fj4fD488sgj+OKLL+ByufDll19i1qxZSCaT2D54uxL9m+6djg5fByKRCAYMGIBZs2bB4/Hg1VdfRVNTE374wx/izTffxOuvv45YLAav14sTTzwRDzzwAHbt2gWXy4Wvv/4abrcbgiBg1KhR2LRpE/x+P2bMmIG1a9fC6/Xi3HPPxQknnIBjjz0W+/btw5gxYxCLxfDAAw9g69atSm3h+vXrMWjQIEVIMkuEzZs3IxgMYtiwYf2Ox6ZNm/DSSy8hlUph0aJFOOWUU8o6J5WO2ghazwYm3z1fqMFEb2WILFGYSMD///4ffA8c7S6XGxqQ+Pd/R+YHP4AsisDfGgAI5+AxAijLsqVdwF1dXbrPD/azvXv3WjKuHZAAtAi9G8WsdG+u8XivAZRlWYnwGPH0q/QIoCRJiEajSnqs3Kifmm+//RZutxujR4/G559/rqy2oSWdTqOnpwcDBgyAx+PB6NGjcd111ym/f/vtt/HUU08hHo+jpaUFP/7xj7F37160trYiGAyis7MTTU1NCI0KYVe8z/dvaGgobrvkNjwiPYIjR47gtNNOw7hx4/Dkk08qzSTpdBrPPPMMtm/fDo/HgxUrVmDUqFHo6urC8ccfj8OHD+Orr77CBRdcgC+++AKbNm1CS0sLJk+ejPPOOw/z58+HIAgYM2YMtm3bhieeeALd3d048cQTMXr0aGzcuBGjR4/Gzp07sXr1agwcOBA7duyA1+tFU1MTvvOd72DEiBHo7OzE2LFjMWPGDKxfvx4ff/wxGhsbMX/+fDz11FPo7OyEIAh49tlnMWrUKAwxeemwSkKdAi73hSyfvYd2nWPvF1+g6Zpr4N2+Xfn7zGmnIfHHP0IeMaLf9zqF0xE4HsQXD+RKAVslAOPxOPw6neaBQED5faVCAtBEcqWAzU735hvbjlRBscKM7X80GoUsy4ajYHZHNc1Cm972+/2K6DWLtrY2fPLJJ9i0aROam5t119P95ptv8J//+Z+KCLriiiswYMCArM989tlnWanSb775BmPHjkV7eztkWcbEiRMxYcIE7N+0H9jR9zfLzl+GTCqDYDAIj8ejdPy+8sorAPqibo2NjTh8+DDS6TRCoRB6enogiiKGDBmCLVu2wOVyYdasWRg3bhwmTJiASCSC888/H2PHjsX777+P999/H01NTbjooouwfPly7Nq1C4MHD/7/7L13dJT3mfb/mV4ljeqMukASQkgIIZDoHYPB2IC9JrGdZGOn7aZt3uR9N2U3m83Jvnn3l2Szu4md2E7WDk4cO3awKcYNg2kGJAQI9d7rFI2mj6b+/hDzWGBhY1Aj4TrH59jj0Xyfeeo1133f18WJEycEYmG32/H7/Wg0Gnbv3s3+/fvx+XzcddddpKamMjQ0hNfrJSoqiu7ubp555hmsVivBYJCenh6hb0ipVGI0GnE6nR8ggG63m76+PnQ6HYmJiZN2/GYjxhNAqWjyHw0Rew9BJfT7kf/Hf6D4yU8QXSkZhxUK7N/7Hu7PfQ6JTIb4ynUznQ4HE2Gm70MzvX4Es5WEOhyOCYfBJgMqlWrCqNWIJY1KpZqSdacDdwjgFCFyoQSDQZxO56SWez9svdlGAK8td6vV6puabp7qlI7JusGOj6xTKBSoVCr8fv+kZzUvW7YMrVbLwMAAKSkp6PV6Xn/9dc6ePUtycjJ79uzhnXfeobq6mrS0NM6fP09+fj47duy46nPS0tKoqKigtbUVpVJJUlISa9eupaCggEAgQGlpKTX9Nbzb+i4ACcoEtmZv5Wf/38+wWCxIJBJeeukloqKisNvt6PV6jEYjLS0trF69mkOHDhEIBMjKyqK0tJSMjAxOnjxJSkoKO3bs4Fe/+hXnzp0jEAgwMjKCWq3mhRdeIBgM0tjYiNfrFchzZPhg7ty5AFy4cIGcnBx2795NZmYmW7duJRAIkJeXx9mzZ3nmmWfweDxERUWxZs0aLBYLCxYsYGBgAKPRyNKlS3n33XcJh8MsWbKE9PR04XqNiorCZrPx61//mtbWVnQ6HZ/97GcpKiqa1OM4m3BVFvAUR8GJWlpQf/GLSC5cEF4LFhfjeeopwvPmIZ9gwAQQEoFuesDkNsZsJV/TvQ3TrQAmJydPWOYdGBgAmNBM/3bBHQI4iRh/YkZO1qko994OmAyrk+ncV7d6g/uw/N6pIOcikYjCwkIKCwvx+XycOXOGF198EZlMRmNjI2KxWFBZI8RpfGN+BPfeey8mk4nW1lZWr15NaWkpXV1dhMNh4uLiSEhI4AdP/EB4f7IpmfIz5ULTtUwmw263k5+fj06nw+v1olarWbBgAY8++igwNn28bds2/H4/L7zwAv39/SQkJDBnzhzKy8sZHh4mHA5z4sQJlixZgtPpJC8vj8HBQUwmE3v27OG5556jv7+f4uJiSkpKWLFiBStXrkSr1ZKUlMTLL7/M22+/LZBWlUqF1+uloKCA2tpaRkdHSU9Pp66uDolEwvLly/nkJz9JcXExgUCAgoICRkZGeOaZZwTFNCcnh9raWrKzs+ns7OSdd975iyaAofD7KtuURcGFw8h+8xsU3/8+oisKeVgiwfetb+H7x38EuRwJCD8SIxUUn88n9BFem2ByowMmt4q/dgIGM18Gnwh+vx+PxzNlWcCLFy/m+PHjHxg0Kb+SSFNcXDwl604H7hDAScb4ci8gTHxOhyoXWX+qEVEAr0dobiXP9tp1YPbk9F4P47/vTEXW2e12RkdHycnJoaOjg8HBQT7zmc9QV1dHX18feXl5LFu2jGAwiNFoJCoqCq1WS0NDA3V1dQwPD3P+/HkyMzP54x//SF9fH3K5nIvtF7lovQiAWqQmxZGCSCRixYoVHD9+nGAwSFlZGffee69gM5OWlsaePXt4++23aW9vRyQS4fF4OH36NBcuXEAqldLZ2UlmZqbgLxfZZzqdjpycHJqampDL5WzYsIH29nYCgQBJSUk88MADiEQifv3rX1NXV0dUVBQPPfQQ7733HlqtFo1Gw6VLl4QhkObmZmQyGTk5OWzevJmamhrUajUrVqzAaDRy6tQpHA4Hfr+fzs5OLl++THJysqBKisViXC4XgUBgwh8wXq+XM2fO4HK5KCoqIjMzc1qP+2TiKgVwgingW723iPr7Uf793yN9913htVB2Np6nnyZ0ZaLyA39zhdBJJBICgQBqtXrCnOPx6tBEpPBW8dc+hTsbCOj1FECn04lUKp2yUuzf/M3f8LOf/Yynn36ab33rW8DYQN+zzz7L8uXLb9sJYLhDACcVgUAAh8NBIBAQ1B+pVDotN47pJoAT4cM8/WYzbrbX8Ebze6f62IhEInJzcwXLFrVazcqVK8nOzuaf/umfMJvNGAwGJBIJTzzxBNXV1eh0Oj73uc/x3nvvYbPZKCgooK6ujmPHjtHf38/ChQvp7Ozkfy78j7BOpi0TQ6KBnJwc8vLyKCsrIxQKkZubS29vr9Dvl5aWhsvl4sUXX8RoNBIKhTCbzZSUlOB2u4mPj0ckEjE0NMT999/PK6+8AsC8efPIyMhgaGgIl8vFokWLSEtL4+c//zlGoxGbzcbo6Cj3338/FRUVJCcn093dzdGjR9FoNPT39+N2u1GpVGzYsIHExEQ6OjrIy8tj5cqV9Pb2Cn2ZXq+X555791PRAwAAIABJREFUjurqapRKJX19fcyZMweRSCTYPWRlZaHRaKitrSUvL48dO3bg9/upq6vD7XZTVFTEvn37OHLkCMFgkFOnTvG///f/JikpaUqO8/jjPRW4qgdwkhVA6csvo/zWtxCNjAiv+T7/eUZ/9CPQaD7y78dfOxPZ0FxvwATen1Aeb1Z9u5G5cDg8K5wSZnq/TbS+w+FAq9VO2baVlZXx4IMP8t3vfldwIti7dy/d3d08++yzU7LmdGH2P51vI0T88SLlTrvdPu2TudNJACO/im/E0+9W15lNuDa/VymToZrCG9CNQK/X841vfIO2tjZ0Oh1FRUVcuHCBgwcPIpVK2b17NzabTegR7O3t5eDBgyQlJeH3+xkYGEAikWAwGNBqtTQ1NWHymmhSNwGgEqtYm7SWDas3MH/+fM6fP095eTnx8fGkpaXx1ltv0dDQgF6v5/z588TGxjI0NCRY4PT39/Pggw+SnJyM1+slPj6exYsXc/fddws9srt27eL8+fPs27cPt9tNc3Mz999/Px0dHUI/WHl5OaWlpUJEYIQMbNu2jT/96U8oFAp27drFnDlzkEgkJCQkCDnDv/71rwULmubmZoxGIwkJCSQkJNDS0sK8efMYGhqip6eHnJwcVqxYQVJSktADmJSUxN69ezl+/Dh+v59ly5bR2dmJTqfDYDBQX18vDKtci9tBQRqvAIpFk0Q2hodRfvObyK6QfIBQcjLeJ54gOIk5qh8YMBmXYDJeKYxgvEJ4oyrhbD9+U4nZcA++3jZMNQEEeO655/j+97/P73//e6xWK4sWLeK1114TKg23K+4QwEmEVColJiZGOBFnwpplui/U6fD0mw4rmI8z1DK+JNj41FO0HzjAfQcOoIyN/dC/nervkZycTFpaGgAWi4W9e/disVgIhUKMjIywdevWq4hTKBRix44dWK1Wuru7WbFiBXv27EGtVnPkyBHsyXbC3rFtju+Pp8pUhWPYgUKh4M9//rOgfrrdbtxuNxKJhNjYWIxGIxqNhqysLDo7O5FIJGRkZLBu3ToCgQAVFRVkZ2ezatUqfvWrX1FfX49IJCIlJYVLly7R39+PWCymv7+fxsZGVCoVw8PDREdHo9PpSE9Pp7CwkKamJgwGA9nZ2Rw4cIDh4WFSU1OZP38+9fX1PPXUU5hMJhITE9m4ceNVFjSdnZ0sXryYd999l+HhYebNm8e6detYtWoVJpOJ5ORkNBoNv//976moqEChULB161YqKyuJj48HoKamhoyMDBoaGhgZGSE+Pv4DU8TBYJDXXnuNs2fPYjAY+OQnP4nBYJjS8+BmcaNG0DcKyZEjKL/yFcSDg8Jr/gcewPsf/wFxcbf8+R+G8Qkm19rQjPcmvNEEk9lAgGYDAZ3pPsjpHgCJQKFQ8JOf/ISf/OQnU7rOdOMOAZxkXGsFM132BTOhAEYIwI14+t3KOrMBEw21NP/+95z9p38C4NWtW9n52muoJ1B/JuN7DAwMYDKZyMjI+ICVy0TH3uFw4HA4SElJwe/343A4BD+8+vp6DAYDO3bsICEhgYcffphQKERCQgKtra2cPHmSfls/1fJqEIEkKCFYE8SqsFJZWUl+fj52u50FCxbQ09NDZ2cnO3bsoLOzk7a2NubNm8eaNWuIioriT3/6E2KxmG3btmE0Grl06ZLQczc8PExFRQUejwePx8Pzzz9PaWkpLpeLqKgoNBoNgUCAL37xi/z5z39GJBIJZeTBwUEkEgkrVqygp6eH2tpanE4n1dXVKBQKCgoKMBqNgr3N0NAQer2exsZGYKys8/DDD5Ofn4/X66WwsBCFQsGhQ4e4fPkyc+fOpaSkhFOnThEbG4vVauXIkSOoVCqMRiPhcBidTsfDDz9MZWUlNpuNZcuWkZ6ezunTp2lsbCQ1NZX4+Hj279+PQqGgq6sLmUzGV77ylZs+D6Y0CeQGSsA3dC67XCj++Z+R/8/77QNhnQ7vz39O4G/+5qa2bTIU1IhKOP4zJyKFEYwng5H3zhRmmoDO9Pofhshwxmx6XtwuuEMAJxHXnoAz4WM3HZFmkZukz+eb0qGH6SK1H3WcIkM9wWDwqqEWw7JlqJKS8BiNmKureeWuu9j1+utoJ7kpuKamht/85jeYzWYyMzP5+te/PqEz/XikpqZSVFRERUUFIpGINWvWkJWVxde//nUGBgaIiYkhJiaGV155hbfeeotgMMimTZtQqVQMDQ0xkjVCyDP24yXJnIQcufCgTE1NJSUlhbq6OqRSKZs3b0ahUAj/lJWVCSXgiCq+aNEifvvb31JZWYlYLKa1tZWEhATBKFsmk+H3+1m9ejVtbW1YrVa0Wi2FhYWoVCrS09OJjY1l165dPP300zQ3N2O1Wmlvb2fdunX09/cjk8mQSCTU1taSk5ODSCSir28sui4mJobc3FzC4TAFBQXs3LkTv9+P0WjEarWi0+mwWCy8+eabxMTEcPLkyQ8YvMpkMj7xiU+wf/9+PB4Pu3btIjs7G5/Px8DAAFqtlgsXLvC73/2O0dFRwuEwCxcuZHR0lLlz5xIIBLBYLJN6bkwmJkMBFFdUoPriFxG3twuvBTZuxPurXxGeZXYZ41XCCD5swCQQCODxeCZ9wOTjbO9MYTa0MFxvGyIl4Dv4+LhDAKcQt0M6x8fBeE8/GOv1m8ghfbIxU78+Q6EQHo/nuvm9CYWFPHD0KPvvvhtnXx/Wpib2bd7M7jfeIDorS3jfrRLZEydOMDQ0RF5eHg0NDVy8eJF77rnnQ/9GJpPxpS99iRUrViAWi1m0aBEDAwO8+OKLmEwm1q5dy6JFi3jjjTeEB97x48fZvXs3IUWIKncViEAuknNX8l3U9dcRCoXIzs5m3bp1wsMxIyODzZs3873vfY/Lly8jlUp5/vnngbGUEZ1OR29vL/v372doaAir1UpcXBx2ux273U5JSQk1NTWoVCrmzp1LYWEh27Zto7W1lUWLFpGSksJvfvMbLBYLHo8HuVxOX1+fQPgGBgbw+XzCZxoMBhISEsjPz6erq4uBgQE2btxIU1MTNTU12O12nE4nu3fvZt++fbz55puIRCIqKiooKioiGAySnJyMzWZDpVKxZs0aysvLiY6OZvfu3ZSUlGAwGDAajeTm5lJRUcGzzz6L3W4nPj6egoIC3G43hYWFNDc3Ew6Hyc7OprGxEY1GI/QMeTwegsHgrHpwfZQC+KEkwOdD/u//jvznP0d0peoRVqkY/bd/w//5z8Ntos5MNGASGfaKEMXrDZhMpQ3NbFbgphMzVQL+S8UdAjjJGE/6plsBnKr1ri1/qtXqq26IU4Xp+sV57X67NrlErVajUCgm3J7Y3FweOHqUV7dtw97Rgb2jg32bNrHrzTeJnSCd42ag0WgIBoMMDw8jFos/QLpFIhHBYJDTp08zPDxMTk4ORUVFqNXqq/JtX3zxRc6dO0d0dDR/+tOfgDFVIxLXJZFIWLx4MaIaEcHuMTLw2eWf5eHsh3k+/DxSqZRPfepTNDU18eKLL+Jyuejs7CQrK0uIo5PL5dhsNvr7+wkGg8TExGC323G73RQXFwv2KgkJCWRmZnLXXXexd+9eYMxu4dixYxw5cgSn04nX62XVqlW0tbXh9/txOp2cOnWKwsJCGhoaUKvVREVFER0dzde//nX279+PUqmkrKyM119/ndbWViQSCRqNhp6eHqxWK2azmZ6eHn7zm99gt9uJjo4mPT2d+vp6YmNjSUlJob6+nri4OJYvX86iRYvYvHkzSqWSxMREysvL+cMf/oDNZqOoqAiVSoXT6bzKbzAmJoaamhoUCgUlJSUsWbKE1tZWYmJiyMvLo7Kykpdeegmfz8fGjRu59957Z1xdgWuGQD7GtS1ubET5xS8iqaoSXgsuXTpm6jxJ1wDMnAIW2RdSqRS5XP6BnOPJGDCZ7ZjNCuAdAnjzuEMApxB/CQRwIk+/SKbv7ZzTez3cTHJJdFYWD7zzDvu3b8fa1ISzr49XNm9m5+HDJBQW3vL32LZtGwMDA/T397N+/XpWrlzJ8PAw3d3dxMfHk5KSwokTJ3j11VcFNexrX/sahYWFV32OyWQiOjqa5ORkYfDinnvu4Z133kEsFrNjxw6kWinvDo75tMklcr551zd57snnGBgYQCaTUV5ejslkEgiYz+fjwoULREVF4XQ6BQPqgoICTCaTEAu3ceNG3nvvPZRKJR6Ph3nz5lFYWMjLL7+MyWRCp9MhlUopLy+np6cHn89Hb28vc+bMEbwCI+/Zvn07TqeToaEh4uPjmTt3LhcuXEAsFmMwGIRUFIfDIUz1zps3j97eXhQKBbGxsbS0tFBaWkp7ezs1NTXEx8fT19eHy+XCYDDwyCOPsHjxYsrLywWbmt27d/PGG28IkXFVVVUUFxcTCoXo7OxEJpNRVFTEunXraG9vJykpiRUrVtDe3s65c+eAMfXopZdewmg0olarOXz4MAsXLmTOnDk3dW5MJj52FFwohOxXv0Lxwx8iupJ0E5ZK8X3nO/i++U2YRAuo2dB/N36473o5xzczYPJx1/9rxYeVgO8QwJvDHQI4ybhWAYTp+/U0mQTwRjz9/lLKEpFhHa/Xi9vtFrzgPk5yizY1lfuPHOHAjh2Yq6txDw3x6pYt3HfoEImLF9/S9hkMBr7zne/g9XpRqVQMDg7yi1/8go6ODuLi4njsscdoahqzaykqKqKmpobOzs4PEMDVq1fzwgsvUFdXR25uLkuXLiUhIYF169YhEolISEjgq89+FZfPBcBizWJcJheNjY1kZGQQDAapqqq6Sg31+XwolUq2bNnC0aNHCYVCLFmyBIPBQCgUQiwWk5GRQXR0NOfOnUMulwuT4x0dHZw5cwav10t9fb1wfpnNZiHXMxAIsGXLFioqKpDL5RQUFKBQKEhKSkImk7Fp0yYGBwepq6vD5XJRV1dHOBzG5XLR19eHTCbD5XKRmZlJd3c3Ho+HuLg4YmJiiIqKwmAwEBsbS2ZmJm+//TY+n4/Lly8LxtMvvPACdrsdGFNQo6KihOQBkUjEypUrSUtLo62tjYKCAlavXo3FYqG/vx+v14vFYuGZZ56hu7sbkUhEV1eXcBy1Wi1ms3nChJaZwMeJghN1d4+ZOp86Jfy/YF4e3qefJnSL5/vtiJsdMBnvTTibMRsUQLi+D+AdAnhzuEMApxC3IwH8OJ5+fykKYGSwZXx+783ckNVJSex+6y0O7tzJUEUF3uFhXr37bu599VVUCxbc0veIlN4BLl++TFtbG/n5+TQ3N3Pq1CnS09OpqqoSlLnxdiSRY5qXl4der2doaIjCwkI0Gg0vvvgily9fJicnh+07t/P8pbH+PTFiYrpi6O7uJjo6mt7eXkQiEZmZmUIJNhgMYjAYWLVqFTKZjK6uLpRKJY888ggnT57k3XffRSwWMzAwQFJSEt3d3UKAen9/P319fQwMDCCVSvF6vTQ1NbFhwwYqKiqQSCSkpaWRnp7OkiVLhJSVHTt28Mc//pHW1lbsdjsjIyMsWrSInp4eIY6voaGBgoICBgcHMRgMaDQaIZ3kzJkzJCcnExcXx6uvvioo2eFwmJGRESwWC8PDw5w7d45XX32V0dFRYmNjEYlEOBwOli9fztDQEF6vlw0bNlBaWiqYZsfGxuJyuXjiiSdobW1FLBazcOFCwZ5GLBYzPDzMypUrOXfuHBaLhWXLlpGVlYXH48FsNhMXF4fmBoyRpwJXRcFdTwEMh5E+/zzKb38b0RViDOD78pcZ/cEPYIrSGG433OiAyXiV8FpSeO39bzYQsJnE9e6fLpeLxMTEad6avwzcIYBTiOkuYd4qARzv6fdhRGi6J9+mav9FCEPkl/lkWNkoY2PZdfgwh3bvpv/0afwOBwfvu4+1zzxDzrZtk7HZKBQKxGIxJpMJv9+PVqtl8+bNaDQajEYjCxYsYOnSpVRVVdHU1IRWq6W0tJS33nqL7u5udDodR44cweFwcOrUKbRaLW1tbZy0ncQbHiNo88Tz0IQ06HQ6HnnkEY4cOYJGo+G+++4jISGBzs5OOjo6WLlyJTk5Ofzbv/0bHR0dSCQSDh48yODgIL29vURFRWG32+np6SE9PZ3u7m6hny4nJ4fo6GicTifx8fFotVoaGxuRy+U4HA4WLVokqHBGo1FQAHt6egSFLWL1EpkizsjIQK1Ws2fPHmQyGSaTiczMTCwWC1VVVXi9XtLS0vD5fLhcLiwWC2azWTjnjUYjSUlJwqBHUVERZ8+eFTwOjx07hsvlIiMjg/vvvx+Hw8Hjjz9Oa2sr0dHRrF69mu7ubvLy8hgZGaG3t5e5c+dSXV0NjOWKPvTQQ2zYsAGfz0dWVhZWq5WnnnqKnp4ekpOT+cIXviD4OU6Eqbr+PlIBNJmI+s53UBw+LLwUSkvD++STBNeunZJtGo+ZJkCTYUMz0YDJeFI40YBJ5B4802XwmVQpP4wER3p57+Dj4w4BnGRc6wMI03vh3sxakZ6+yLTrjRChmbC4mUxEDIxDoRASiYRwODxpPobyqCjuO3iQ1z/xCbqPHCHgdnP8b/8W2XPPMW/nzlv+/EhfWVVVFUuXLhUmgrOysigsLCQ3N5e6ujp++ctfYrFYBHJkt9tRq9XC0IPJZCIYDJKRkUF1fTWHu8ce7KKwiFRzKmVlZRQXF+N0OklKSiI1NRW1Ws0rr7xCU1MTPp+P5uZm9Ho9lZWVwoPs1KlTLF++XFCO1Wo1SUlJfOYzn2Hfvn2IRCJWrVqFx+NBqVRisVhQq9VkZ2dz7tw5IT7RZrNhMploamrC7/czMjJCdHQ0MTExjIyMoNPpkEgkqFQqPvvZz3L06FHkcjn5+fmUl5czPDyMQqFg9erVHDhwAJfLRX9/P01NTWzcuFFQ+5KSkpBIJMKwh9PpRKFQEAwGqampIRQKsXr1aurq6vD5fJjNZqqqqgiFQqxfv56mpiZyc3Pp7OyktraW+Ph4WlpaCAaDFBcX83d/93dUVVURDocpKSnB5/Nx5MgRWltbBf/B+vp6srKyBEX3oYceuuXz5ONifA/gtTYwkjfeIOErX0FiNguv+R96CO9PfgJXyvVTiZkmP1OFCMEbn2AynhSOLx2Pjo4KQ1szYUMzW3FnCOTmcYcATiFmuwI4PtIsHA5/LE+/6SKAk73ORPm9Xq930vuwZGo1O/78Z9789KdpP3iQ0Ogobz/yCKK9e8l94IFb+mylUsljjz2Gz+dDLpczOjrKz372M2pra1GpVNxzzz2Ew2EsFgtFRUV0dnbS0tLCihUraG1tpa6uTrBvGR4epqamhqGEIVzBsd6/zFAm2qCWUCiE1WrlySefpLOzk5SUFD7/+c9z9uxZ5HI5c+fOvao/EMb2r9/vZ82aNTQ0NGCz2YiPj6ewsJCWlhYkEglarZa1a9fy9NNP4/f7iYqKwufzkZaWhs1mIxQKIZVKsdlseDwerFYrAHK5nN7eXpKTkwXSnpqaSkJCAjabjZiYGObNm0dZWRnPPPMMXq+X7u5uLBYLqampNDU1IRKJhEnlNWvWUFFRQVJSEkqlUvhObrebkpISzp07h9PpFOxz0tPTaW9vx2QyoVAoqK2tRa/XI5FIGB4eZnR0FJ/PR0JCAn6/n+LiYnbs2IFSqcTv92O1Wunq6qK1tZWjR4+i0+l48803mT9/vrDvZpLoTKgAOhwovvtd5M89J/y/UFwco7/4BYH77pvuTfyLx0QDJoFAAK/Xi1QqFe7ZE71/KnOOZ7oH8MMUwIhx/B18fNwhgFOI2UwAb2ba9WbXuhVM1jrX5veO722cqu8iUSi4+/nneedzn6P5pZcIBwK89elPE3C7yf/0p2/ps0UikWAH09bWRnV1NRkZGYyMjPDWW2+xZ88eYmNjaW5uBiA7O5v169ej1+uxWCzk5uYSGxtLRUUF/UP9NEgb4MoukNRKMMvNnDhxArlcTm1tLRkZGbS3t3PkyBEMBoOQz6vRaMjOzqagoEAopS5btoz58+eTl5fHwMAAa9euRS6X89prr+H1eunq6uLll1/GYrEwODhIVFSUcC4WFBTQ29srRMnNmTOH6OhobDYber2eQCAgZPjabDYKCgrwer2cOHECv9/P8ePH0Wq1wiCG3++nvb2d5cuXk5CQQDAYJDU1FZVKxfr16wkEAoyOjlJQUMCFCxdwOp3C9wgGg/T29jI0NARAQkICUVFRDA8Pk5+fj9/vRyKRkJKSQl9fH/Hx8fT399Pb24vD4SAtLY2oqCgOHTrE/v37CQaDQnayWCwmLS2N2tpa0tPTEYlE9PT0kJ+fz7p16wgGg3R0dCASiZgzZ860lAGvNYKWnDmD8ktfQtzVJbzu27IF3xNPEL4m8u4vGTPdgxdZVy6XX5VK8pcyYPJxcL0hkDsl4JvDHQI4yZjJEvCNEJmJIs3kcvm0bN9M4dr83qnIK74eJDIZdz37LEGplLY//pFwKMQ7X/gCfreboi996QPvdzgcHDx4kN7eXkpKSti0adNHbmtEuR0aGsLtdpOVlcXatWvRaDQ0NDRgMBjYvHkzPT09NDQ0IJfLUSqVnD59moqKCsxxZpxhJwDR1mi8/V56pWOWKZHzKfLQiVjHdHZ2YrVa2blzJxs3bmRoaEggh48++ih/+MMfOH/+POFwmBMnThAKhWhraxPOv/LycrZs2UJtbS1arZbo6GhSUlLIy8vj5ZdfRqVSsXPnTt555x3kcrngA5iXlyeUZb1eL/39/Wi1Wvr7+/F4PNjtdsrLy4mJiaG1tZXU1FSio6OJjo7mscce4+jRowJpPXDgADabDbVajVqtZmRkROhXHBoaYtWqVVitVmQyGfPnz0csFvPpT3+aY8eOCX2L1dXVuFwuwci6vLwcsVhMe3s7/f39wFhkokqlIisri7q6OoqKioiNjaW+vp7k5GRWrlxJRkaGYGujUqn44x//yPHjxxGJRGzevJk9e/ZMOQEZPwSi2vt7VD9/FVHk+Gu12P/1Xwn87d8inwbz94nw11ruvPae/lEDJpNtQxP5/NmgAE70+h0CePO4QwCnAbOFAE7k6XezF/XtoABeS3av19s41d9FLJGw/Kc/RRkVRd1TTwFw4h/+gYDbTcn/+l9XvXf//v0cOnQIpVJJQ0MDsbGxLF269LqfHQqFSEpK4t577+XYsWOkpaXxyCOPIJfLSUpKIjo6mpycHDweD0888QRtbW2IRCJaWlqYO3cu/qCfBlkDXHn2z/fOJ6AP4HQ6SUhIYPv27ULfXGZmJhs3bmT//v2CrUlNTQ05OTmcO3cOr9crDD6Ul5fT29srTAEvWbIEpVIpkPCoqCjWrVtHR0cHAwMDZGZmotfrBZVQq9UiFotpbm7G7/ejVCrx+XwUFBRQWVmJVColKSmJ0dFRMjIysNvthEIh9Ho9bW1tREdHC+Xx5ORkgsGgQEhzcnKIi4vDYrHgcrmorq7GbrejUqlob29Hq9WSnJyMVCrlgQceoLKyEoDo6GjOnz+Pz+dDr9czf/58jh8/jlqt5vz583R2dpKQkEBdXR0Ac+bMobq6moKCAux2O9XV1cTExLBixQo2btyI0WgkIyODtLQ03n33XV5//XUUCgXr16/n9OnTREVFEQqFOHnyJBs2bCBpgpzpyYTd+b6KpPzzK4iuXBKBFSvwPvkknqQkZDNEAmaagMDsJqAfNWDyYTnHN5pgMhsI4PVKwLMpUed2wh0COIWYyvLi9dabaK0b8fSbrLVmCyaT7E4GxBIJy378Y5TR0Vz46U8BeO+738XvdFL2z/8sbFtfXx8qlYrs7Gxqa2uvmx3r8XiwWCwoFAokEgmbNm1i69ataDQaJBIJBw4c4MCBA/h8PpYsWcKGDRvo6+tj/vz52O12Wltbueuuu3CnuLEFbQCUGkrZYtjChdAFDAYDW7duRSKRCIkoYrEYp9PJkSNHMBqNSKVS3G43ycnJDA0NUVBQQFtbGzU1Nfh8PrxeL0qlknA4LPgNRvKDy8rKcDgcQh9jSUkJw8PD1NbWEggEaG5uJjExkUAgwNDQEFrtWE9iYmIia9asoaOjQ8gINpvNyOVyXC4XSqUSq9UqHHOPx8P69eu5cOECVqsVq9XK/v372bJli1AmViqVjIyMsGzZMhwOB6FQCLVajUwmQ6FQkJCQwPz58/H5fNTW1iKVSjl79iw2mw2v10tjYyOBQACZTIZGoxH2sU6nw+Px4PF4iImJISMjgw0bNpCVlUVLSwsNDQ3CMXnppZeEcvTBgwcRi8XC+avRaCZtQOm6CIWwHa2AKxHT0hAEJHJq9/wL0T/8KokGMWGnc2q3YZZipu9zN1uC/qgBk/E5x8BVZePxAyYz/f0/Cg6HQ/ANvYOPhzsEcJJx7UU63QQQ3v+1/HE8/W4Gs1EBHJ/fe6NkdzrVzJU/+hEyrZZzP/gBABX/9//id7tZ9eMfIxKJKC4upr6+ntraWpKSksjJyfnA57S0tPDkk09iNpvJz8/ny1/+skBAJBIJXq+Xo0ePIpVKSUxM5MKFC5SVlaHX62lqaiIcDrN06VLy5ufRGdMJw2Of+/8++f8Yrh+mrq4OrVbLqlWrOHLkCGfPniUqKopLly6RlZXF8PCwMEEdCoXQ6XTIZDK6u7vx+/0kJiaSmpoqeAVmZmaSnp6Oy+VieHiYlJQUdu7cyS9/+Ut6e3sJBoMcPHiQtWvX0t/fj1gsxuv1Ultby4YNGzCbzcTGxiIWi4mOjmbhwoWMjo6SmZnJ/PnzOXDgACkpKYK6mZ6eTmtrq7C/GhoaBDXR4/Hg9/upqKgQSNW8efMQiUTExcWxbt06qqurycnJwWq1cvHiReH9ubm5OBwOBgYGsNlsdHV1kZWVRV9fH6mpqaSnpxMKhdi4cSOVlZWoVCp8Pp8QZefxeLjnnnuw2Wzs3buXwcFBwuEweXl5uN1uEhISBFuiLVu2cPz4ccRiMbt37yY2Npb+/n66urpITU0lIyNjsk9OJKaG6jjLAAAgAElEQVRegQB2hLP5++Ar1LxQBC9AVlaIkhIpy5YFWb5cRGFhiKnmpHcwubiRBJOJBkxmQw/h9UhwMBjE6XTeKQHfJO4QwCnGTCllN+rpd7OYTtIUCoU+8n3XDnl8WH7vh33GVKqEkf1V+u1vI1OrOfV//g8Al/7zPwm4XKz7r/9iy5YtQnly3rx5ZGZmcujQIerr65kzZw5btmxh3759tLW1kZmZyaVLl7hw4QLFxcXCOhFrFLPZTDgcRqFQYDAY+PKXvyzEsW3cuJGXzr9Ex3DH2DallZIiTmHvob0olUrsdjsvvPACQ0NDGI1GnE4ngUAAm81GdnY2RqORQCBAWloaq1ator6+noaGBhYtWsTChQvZv38/CoWC0dFRVCoVIyMjvPnmm0KZ+PLly3R0dNDRMba+VCpl69atJCYm4vP5BLPmtWvX0tzcjNlspqysDJPJxIkTJ4SJW4PBIBAyv9/P6OgoGzdupKOjg9jYWOLj4/F4PBQWFnL48GHkcjkGg4H29nZSUlKQyWRYrVaWLFkiKHKRfRYIBAiFQvT19TE8PIxIJBKSRbKzs0lMTCQrK4u8vDyqq6vx+Xz4/X5OXUnHSEtLE8pudXV1GI1Gfv7zn7Np0yZMJhMLFy5kcHAQh8NBSUkJlZWVSCQSNm7cyKZNm1i+fDmjo6MkJiZSVVXF7373OwYHB0lNTeVrX/saWVlZk3dyikSol/wd22v/lW5ZGo959uPn/SSZzk4xnZ0qrqTioVKFKSkJUlYWpKwsRFlZkMTE6TGGnyn8Ja7/YQkm1+YcR2xoxpePZ5oculwuRCLRjJmn3+64QwCnAdOtALpcLnw+3w17+t3sWrOlNHDtRLNGo/lYN6bpSmkZj+KvfQ2pWs27X/0qhMPUPP00fpeLTU89RVlZmfC+48eP8+KLLyKRSCgvLxduxgqFQpgCvpYgy2QyHn74Yf77v/9bGNSYO3cuFouFpUuXkpqailar5fv7vi/8TfJQMr29vbjdbjIzMxkeHsZutyOXy9Hr9UJaSnFxMampqRw+fBiFQsGePXu4ePEijY2NjI6O0tfXR3NzM+3t7UgkEuRyOSMjI7S1tdHY2IhEIsHtdgvDHxEbGKVSSXx8PDt37uTs2bOoVCqWL1/OG2+8IZCvhIQEmpubhWEXh8NBZmYmCoUCj8eDXq9Hq9WSl5fHtm3baGtrIyoqivj4eM6cOYNGo8Hj8VxlqRFpll+xYgX79+9HpVJRW1tLa2sra9asob29HZvNRlZWFqFQiK1bt6LT6bDb7QSDQWHSWCqVUlpaSmVlpUDYGhsbycrKwm63MzAwQHZ2NuFwmK6uLpKTk6mtrUUsFrNhwwY+85nP0NTUhEwmY968eRiNRp599ln6+/vJy8sjHA4zMDBAXl4eDQ0NnD9/XkgXmSzrj59/7asw8inQ6Rj8ZxEVFR7On5dQUSHm0iUJXu/7a3g8It57T8p7773/CMnKClFaGiGFwUlVCf9SfQBn2/rjB0wiz41gMIjH4/nANRN5/60OmNwIrqcAOp1OoV/4Dj4+7hDAScZMlYAjFyaMmRx/HE+/m8FsGAK53SeaCz/3OWRqNUc+/3nCwSCNzz9PwOtly7PPIrnyPcxmMx6Ph/nz59Pc3IzVauW+++7DaDRiMpkoLi5myZIl+P1+BgcHSU5ORqlUCsQExqLj5syZw759+zCZTKSnp5O9MZuB0QEAkqXJiAbG1K2FCxdy+fJlZDIZO3bsQCQSYTKZ8Hg85OTkkJ+fL0zhRvb566+/TnNzMwqFQoiZg7HjE3koeL1eXC4XcrmcYDBIV1eXoDK4XC7mzJmDRqNhZGQEkUiEwWBgwYIF/OIXv8DlcmEymXjppZdYu3YtQ0NDSKVSlEol3d3d7Nq1i0OHDqFSqYiJicFsNmOz2ZBIJCxfvhyLxYLNZiMhIYG2tjZSU1MZGRmhvb2dqKgoJBIJXV1dqNVqTp48STAYRC6Xc/r0aUFdSE1Nxe/3YzKZkMvlJCYmkp+fT0VFBYmJidTW1nL48GH0ej0XLlygv79fMJhesGABMplM8Dns7e1FKpWi1+sFtS8QCNDe3i6U12tqaqipqUGv13Pu3DlycnIQiUSYzWbEYrGgrkYw/iF8SwbBOh0ABkOY++4LcN99kXsKVFSMUlWl4uJFOefPS+jquvqhO6YSinn55THioFKFWbz4apUwKWl2/Gi83TDT6iMgtJjA5A+YfBSuV52JmEDPhv1zO+IOAZxiTMeJOd7mBJg2IjSTBPDaErdarb6liWaY2hLw9b5H3kMPIVWrefNTnyLk99O6bx8Bt5ttL7wAUikpKSnExMTQ1NREdHQ0ixYtYsGCBfzLv/wLVquV5ORk3G43jz/+ON3d3aSlpfGlL32Js2fPIpVKWbhwIXV1dezfv5++vj7mzZtHQ2MDB0UHhW1IN6ejT9KTmZnJV7/6VRoaGlAqlRQUFNDc3Mwbb7xBIBBg2bJlWCwWjh07Jhg1v/baa5hMJmw2GyqVimAwKCRedF3xj1uwYAHx8fFIJBL8fj8xMTFIpVKcTid6vR6r1Yper6e7u5vq6mqkUilVVVUsWLCA4eFhOjs7EYvFjI6OkpKSQm5uLqFQCLlcTmxsLMnJyUJ02tatW3n33XdxOBw4nU7efvttSktLaW1txe12I5VKBcUv8nmR3ieVSkU4HCYpKQmXy4XH4yE9PZ2+vj48Hg/5+flC1nJ3d7dAHmtqauju7kaj0RAfH09iYiKjo6OUlpYyMDBASkoKCoWC4eFhYmNjsVgsJCYm0tHRQV9fHyKRiFdffZXXX38dkUhEZWUler0esViMTqcTSHVCQgItLS2sW7eOTZs2CVPYIpFIsKmJkP6IMjieEN7KuS2ThSku9rNsmRiZbExxHhwUXVEIJZw/L+bixQ+qhGfOSDlz5v3HTGbm1SrhwoV3egk/CjOtQEYw/vy53oDJ+LLxeNVuIlI4GbDb7XcmgG8BdwjgFONGe9huBtcqYGq1GrfbPSMlzenCtbF10dHRtzzRPNPI3rmTHfv2cXjPHoJeL51vvMGB++5j9f/8DwsWLOCb3/wmvb29GAwGiouLqaio4MyZM+h0Onbs2EF5eTmXL18mIyODxsZG3nnnHZKTk2loaKCzsxOVSkVsbCydnZ3Y7XYsCgtt9jYAYkOx6H16VqxYQXJyMpWVlfT19ZGRkUEoFOIPf/gDdrsdjUbDsWPHMJlMdHV1IRaL8fl8xMXFUVBQQGdnJ2q1mmAwSH5+PnFxcRw8eJCoqCgefvhh9u3bJ8Ss+Xw+MjMzKS8vF8jX0NAQw8PDtLe3AwgqmEajIRgMkpiYiE6nIyYmho0bN3LmzBkSEhIoKiriwIEDwrTtwMAAbreb1tZWnE4n4XCYxYsXExcXh0gkIjc3l3A4TGFhIWazGYvFQnZ2Nh0dHYyMjKDVarHZxqai5XI5g4ODjI6OIpfLSUlJob6+nqGhIeH9ycnJDA4OotPpWLZsGcPDw2zbto2zZ89iNpuRSCRUVVUhkUiESWCn04nT6aS5uRm73Y7L5RLWzszMpK6ujrKyMmw2Gx0dHeTm5rJ27VqSkpIYHBxEqVQik8l48sknOX/+PGKxmHXr1vHZz34WYML+Lbj+lOfNwmAIc++9Ae69d2wNvx9qasRUVIyRwspKCZ2dV6uEXV1iurrE/PnPY6xPqYyohCGBFOr1ExOembznzOT6M40bIaAT2dBc20s4Uc7xjSaYfJgCqNVq/2qPza3i9n5yzkJMVwl4IpuTCDma6dLsVK0zPr93Mkvc02F38FH7K3PLFnYePMih++/H73TSf/Ikxx95hJ0HD7Jw4UIWLlwIQHt7O8888wx2ux2fz8fIyAjZ2dkAAhEOhUI8+OCDAAwODrJixQoWLVrET3/6U9ra2ujJ6oEroQ8pphTC4TDHjx9HIpHwxhtvCL5ajz76KDabjdjYWHQ6Hf39/cK0LCAoZNu3b6elpQW73c7SpUuFUmogEMDtdtPR0UFra6tQWo349UV87uLj44VevQjZio+Pp7a2VigjWywW8vLyMJvNVFdXEw6HiYqKQqVSCUMqJpOJQCBAWVkZZ86cITo6WlDcHnvsMfbv3y/Ex50+fZrh4WGkUik5OTm89957QinL5/OxevVqamtrsdvtFBQUCBZKAI2NjajValwuF62trWi1WpRKJSaTCYlEwpkzZ/B6vWRkZCCXy+np6UEqlfLee+/R1dWFRqOhsbERjUZDYWEhtbW1FBYWClnCiYmJrFu3jm3btmE2m0lLSyM6OprDhw/z5ptvIpfLWbt2LdXV1aSmpuLz+bhw4QI7d+4kPj7+qv6tD5vynHyVEEpKQpSUhPi7vxtTIoeGREIfYUWFhEuXJHg876/h9Yo4e1bK2bPjroUrKmFEKSwqmtmIvJnGbPBAhI9PgCMDJuNVwusNmAAf6CW8tq/vw0rAd3BzuEMApwDjH/aTTZQmyrK9NsJtuohZZK2pvDlF9l9EOZLJZBN+58nATDxkurq6GBkZISsrC92SJWx84QXe/dSn8NlsGCsqOLB9O/cdOoQqPh4Y6wkcHh6moKCAgYEBurq6+OQnP8mZM2fo7e1l7ty5rF+/nvj4eB588EGUSiVarZba2lrcbjcjyhH6gn0AKEeVuOvc9ET1YLfbqaurw+12s3DhQmpqaujr62P16tX86U9/or+/n5UrV7Jy5UouX76MyWRCqVSyZs0aurq6hOnA2NhYjEajUJr0er1UVlYKpsxqtRqA2NhY1q9fT319PXK5nKKiIrq7uxGLxbjdbmGQZ3R0FK1Wi8PhYMGCBTQ1NWG32/F6vZw6dYr09HQcDge9vb1CpFxOTg5lZWXCEItWq6Wuro5wOIxer2fp0qUcPHgQhUJBfX09DoeD7Oxszp07B4Ber0ckErF9+3bOnz8vTBheuHABv9+PQqFAo9FgMpmIi4vD7/cTCoVYunQp7e3tjI6OEhUVxblz58jNzcVqtdLa2ko4HBZMsBcvXozT6WR0dBSbzSbkJJeVlbF161bmzJlDfX09FRUV1NfXk5eXx2uvvUYoFMJut/POO++gUCgYHBwkGAySkpKCSqX6wPn1caY8YfJVQr0+zI4dAXbsGPtvvx9qa99XCc+fvzGVsKhIQVlZkOXLoawsiMEwvdfqbCBgM4XJui9ONGAyUaTdRAMm16ui2e32OwTwFnCHAE4xJosATrWn361s11RtQzgcFm4Gfr9/yr7zdJXMr72JnT17lr179zIyMkJmZiZf+MIXSF+9mt1vvsmBe+/FazZjvHiRV7dsYefhw2gMBrKyssjIyBAMiVetWoXBYODrX/86VquV9PR0VCoVe/fu5ezZs6jVaj796U/T3NyMxWLBmG6EKyKQfkCPRCzBaDQKAyDNzc00NjYik8nQ6/U4HA7hxp2amkpubi4pKSmYzWaysrIoKSnhhz/8IVarFblcznvvvUdZWRkWiwWRSITP5xNUSIvFIhgs63Q6gVglJyezYsUKfv3rX5OSksLAwNhwSnFxMfv27UMqlSKTyejo6CAhIYH6+nqh5+jo0aP4/X7C4TAGg4HY2FgkEgkZGRm0trZSXFyMXC6nvLwclUpFQ0MDqampeDweLl++TDAYRCKRsHLlSvLy8vD7/ej1eoLBIDKZDK1WS2xsLHq9nurqalJSUujs7MTj8aBWq3E4HPj9fgwGA319fcTExNDY2EhPTw8OhwOlUklGRgZWq5XU1FTi4+OxWq0UFhZSX19/lVm8z+ejurqau+++m/7+fp5++mlMJhPBYFDYtujoaOHBuGvXLo4dO4ZMJuOBBx5ArVbT1tbGwMAA6enpZGZmTngeftRDeCKVcLKmLGUyWLw4xOLFIb70pbFr22i8WiW8ePGDKmFFhZyKCnj88bHXMjLe7yUsLR1TCaeq7Xk2qI8zfZ+fqm34sB8oE+Ucu91uxGIxr732GkuWLMHhcEwpATx69CjPP/88p0+fpq+vD4PBwMaNG/nRj36EwWD4wPvPnDnDP/7jP3Lp0iWio6PZs2cPP/7xj2etTc0dAjjFiNzcb4Uo3ain33Q6t0/1DSlSPoxc/NHR0VOi+sH0ZzZHcPToUUZGRkhPT6elpYWuri5ycnJQLV7MA0eOsH/7dlwDA1jq6nhl82Z2vfEGSenpfOMb36C6uhqNRsOKFSvo6ekR1KG7774bt9vN0aNH0el0GI1GXn75ZdavX49dYafDN+a7FyuNpTiqmPCCMGazmSVLlnDXXXdRUVFBQ0MDJSUlzJ8/n+9+97u4XC5kMplQ1q2rqyM+Pp729nbKy8tpaWkRYt9iY2PZtm0bGRkZKJVK3G43qamprFmzRkjj2LRpE8PDw1y8eBG1Wi2UiAcGBujt7RVUqcLCQioqKoQbvFqtFhQ3tVqNwWCgo6OD9PR0RkZG6OnpYfny5Vy8eJHOzk6CwSBDQ0Okp6czNDSEzWbDbrdz8eJFCgoKBCNntVqN1+tl3bp1nD59GolEglarpaqqCoVCgdFoFKaAL126hN1uF/oxL126RGxsLNnZ2VitVhYsWIDL5cLpdLJ48WKioqKIjo5m8+bN1NXVYbFYcDgcXLp0CZFIxNy5cwkEAmi1Wurr67HZbPz0pz9lzZo1mEwm8vPzhW0vLS3l3LlzyGQyNm/ezIYNG1i9ejUOhwOdTkdVVRW//e1vGR4eJjExkS9/+cvk5eV95Hl4M15wk6kSJiWFueeeAPfcM/bffj/U1b2vElZUfFAl7O4W090tZt++91XC4uL3ewlLS4MkJ888cZsMzDQBnSkbmvHrR3rbxWIxHR0dPPbYYwAkJCQQHR3Nv//7v7Ns2TJKS0sndSjk29/+NiMjIzz44IPk5ubS1tbG448/zmuvvUZVVRV6vV54b1VVFZs2baKgoID//M//pKenh5/97Ge0tLTw+uuvT9o2TSbuEMApwLUl4JvF+FSLGx14mM7ePJj8m0M4HBa82sRiMUqlUvj32x2RfRVRNqVSKV6vV1CKIuVRgLj8fB545x1euftunD09jLS28sKaNXzi6FHSsrOFqVev18vTTz9NbW0tIpGIrq4udu7cSSgUQqFQIJVKCQQCrFmzhh+e+SFcSZb77vbv4q/xc+LECVJTU/nUpz7FsWPHaGlpQavV0tLSwvHjx6mtrcVqtQrRZAUFBYhEItLS0qipqWFkZERQ9UQiEVFRURQUFFBSUkJ9fT2ZmZmsW7eOffv24XQ6kUqlgq1MR0cHIpEIl8sleOOZzWZ0Op3gC7hs2TLq6upITEwkLy+PkydPotFocDqdOBwOoQcwgjlz5gg9eIODg7S3t/OJT3yCkZERXC4Xc+fOJRgMsnjxYqxWq2DrYrFYaG5uRiQSkZw8FochFovp6+ujt7dX+G4NDQ3MnTsXvV6PRCJh+/btVFVVYTab8Xq9XLx4UZhODoVCWK1W7HY7CoUCmUxGcXExlZWV5OTkcObMGdra2pgzZw49PT1YLBaKi4sJBAI0NTWRlJRETU0NEomEDRs28Oijj7Jq1Srkcjnz5s1jaGiIZ555hr6+PnJycoQYvIKCAmpqaqitrb0hAngtPswLLvIjbKp7CYuLQxQXh/jiF8fU3c5OD9XVai5dkgsqodt9tUp47pyUK1V8ANLTr544vhWVcKYVuL/m9SNrSyQSFAoF+fn5tLW1UVFRwcsvv0xlZSU//vGPcTgciMViCgsLefTRR/nGN75xy2v/13/9F6tXr77qtbvvvpt169bx+OOP86Mf/Uh4/Xvf+x7x8fEcP35cIKFZWVl84Qtf4MiRI9x11123vD2Tjdv/qTrLcTNEKVLutdlsQt/UjU673s4E0O/3C/mqSqVSsAuZ7HWuxXQNgcAYqY9Mge7atYvFixcjk8m4++67Wbp0KWazmZqaGsxmMzHZ2cj+4R/wXCkfjA4O8uL69Qw3NAifOzIyIqRDZGZmYjQaSUhIEEquGo2G++67jzZrGxctFwFIiUnhweIHMZvNiEQi/H4/ra2tnD59moaGBtra2ujs7KSnpwetVktcXBwymQy1Ws3atWvRaDScP3+ehIQE5s2bh9vtFqbRFQqFYMwdIU06nY66ujrMZjP9/f1UVFQglUoZHR0VVG2j0ci2bdvIzc0lPj6e7OxshoaGhLi0uLg4dDodw8PDQu6nTqdj6dKljIyMEBUVRWJiIgMDA0LPn8PhIBgM8sorryCRSK7qwaurq8P5/7P3psFtnue5/w87CYIgsZAguO/7KtIiaVGyLVuyZdmxXbu1HTtpnNjTpp1OkrZz2k4n09Oe6aTzn55OOk0cJydxnMWx7CZRvERepEiydpIS950gCe4LCBIAsRLb/4OMx5IsO7IkSnLD6xtBkM8L4HlfXO913/d1ud3IZDJaWloIhUIkJibi8/k4ePAgEomExcVFrFYrBoMBr9dLfX09TU1N4ufl5WURP1deXo5eryc9PR2pVMra2hoqlYra2lokEgm5H6R2OBwOTCYTJ06cYHJyksTERKLRKLW1tWJ62uFwMDg4iNPpJDU1lSeffJLPf/7zhEIhxsbGOH78OG1tbRw8eJDu7m5UKhVtbW0sLCwQiUTE0Mn1jMeK7V+FQkF8fDwJCQnEx8ejUqmQSqWEw2ECgQBerxev14vP52N9ff0jebNXi5SUCPffH+R//+91DhzwMTPj5tgxD//+734efzxIXt5He8Smp6X8+tcK/v7v49i5M4GMDA27dqn5x39U8frrcubnr4zU/CEpcLfi+jFcSEJTUlLYu3cvRqORL3/5y6yurtLX18cPfvADGhsbr1v4waXkD2D79u3o9XqGhobEY7G+3KeffvoiBfKLX/wiGo2G11577bocz/XGpgK4wfi05OJCT7+rTbW4kSfs9VjrkwZbblZ59noj1rMWsxiJ9ZZ985vfZH19HZVKxcTEBM8//zxzc3OYzWb+4i/+gjG7nZldu6g4eRKZzca6zcavdu3i4d/+lpSaGkGWTp8+TSQSob6+nqysLP78z/+c6elp1Go1JpOJ+/6/+8Sx7DbvZnJ8kvHxcerq6pibm+Po0aMsLCwA50mKQqHAbDZTWlrK0tISfr+fHTt2XETIY/12UqlUTPTGhh/GxsZITk5mdHSU8fFxlpaWmJ6eRiaTEQqFMJvNlJeXI5PJhB+fQqEgEokIZe3YsWNC5evo6BDWLbEBlHA4TE1NjXidMQ9Cu90ujkWtVmOz2SgvL6erqwun08nevXvFlLDVaqW9vR2DwcC7776L0+kkLi6OmZkZmpubAcT0sc1mQ6FQ4Pf7KSsrE3FzTqeT9vZ2srKy6OzsZGZmBp1OJ27eFAoFLpeLUCiEyWTi85//PM8//zzhcJjbb7+d4eFhJBIJ2dnZ4r2PEdLp6WkcDgcABw4c4LXXXkMikVyUBJKQkCCsbfLy8hgdHWXHjh1s374dn89HT08PANXV1ZcdFLkaXGj7cWkv4cfZflyrOfCFz5fLL1YJAWw2Ce3tUjFccu7cxSphICChtVVGa+uHrSSZmR+WjLduDVNTs3G9hJ9l3GwF8uOu/7EeQJlMRkVFBRUVFXzlK1/Z0GOJVR+MRqN4rLe3l1AoRENDw0XPjan+nZ2dG3pMV4tNArgBuPBkuVICc71SLW60AngtuB75vdcDG00yY43MMQVKrVYLUi+RSIiLiwOgra0Nq9UqDIfb2tooLS1lYGCA1i1bqDt7lni7Hf/yMvvvvZfPvf46aY2N7N69m3PnzuF2uzEYDITDYd577z3sdjsVFRXMeec4OnUUAFVUxXrPOr4KHxqNhomJCbxeLzU1NReZucpkMpqbm3G5XLz11lvodDoefvhhXnvtNRYWFtDpdIyMjJCVlcXq6io+n49QKITb7WZpaQmLxYJMJiMSiTAzMwMgiKLJZCIzM5PS0lLhX1hXV8err74q0kDa29sJh8P09/cTDp/3rFlYWKC0tBStVktaWhrr6+toNBrM5vMxdo2Njayvr+Pz+UhLSxP9f/Hx8fT29gLnL8gqlYr19XX6+vpYWFhgenqa0tJSXC4XWq2WpqYmHA4H+fn5Igc4NTWVsbExNBoN6+vrrK+vo1arGRoaYnx8HLlcTkpKCjk5OQQCAbZt28bk5CQrKyskJCSwsLBAWVkZDz74IFlZWTzyyCO43W4sFgsej0fYwhgMBrKzs7FaraytrTE0NMTLL7/M7OysUEsLCwsZHBwkMzMTt9vN9PQ0xcXFtLS0kJaWJs4nuVzOCy+8QGtrKwBbt27lq1/96ob5Zl7O9uPCxIiPMwf+fRFiV3pepqREuf/+MPfff36/hEIX9xK2t8sYH7/4ZnpmRsrMzHmlEEClilJT86En4datYfT6m0uAbrYNzM2++f6kdiq3231dle4rwbe//W2CwSCPP/64eCw2uBZrH7kQaWlpnDhx4oYd36fBJgHcYFwJubicp9+1nPCfhRLwhUrnpaToeq5zM3EhqY8pHp/UoBzL9o0pPiqVir1794rSZ/H/+l+M/+M/snDmDAGHg1/ddx+f27+f986cIRKJkJWVxZkzZ3C5XMIr78SJE9jKbGKNWlktUW+U7Oxsnn76ad5//330ej2PPfYY586d46WXXiISiXD//feztrZGe3s7SUlJeDwejh49Sn9/P6OjoyiVSpRKJXfddRdmsxmJRILP5yMzM5P4+HgRFadUKsUkq0wmw+FwUFxczPDwMOPj4+Imx+/3MzMzg8vlEvYoTz75JIcOHUKj0YiJ2/vvv59XX30Vj8dDbW0tp06dYmVlBbVaLaxo5ufn8fl8RKNRioqKkMlktLW1Cb/EaDSKVCplamoKk8mE1+tlcHCQ1NRUlpeXmZ6eJiUlhePHj+P1eomPj6eqqoqjR48SCASwWCzMzs6ye/duent7UavVNDY24nQ6aW5uJhwOMzU1JQZm4uPjiY+PF8Mx77zzDr/5zW/w+XxkZ2eLcmlWVhb9/f1s2QyBoP4AACAASURBVLIFl8vF8ePH0Wg0VFZW0tvbS0VFBX6/n76+PgwGA83NzTz00EPY7XbS0tLQarUcPnyYt956C0B4Gca+lPr6+lhcXCQjI+Oq9/SnuS7dDJXwQsjlUFMToaYmwnPPnVcJl5c/VAnb2i6vEsZ+F0NGRjz19UFhQVNTE+GDU/UPAjebgH4SPs0UcKy16koQuym/FMeOHeOf//mfefzxx7nzzjvF4zF3DtVlNkZcXJz4/a2GTQK4AbhSBfBKPP2uZe2NxNUSs0+rdN7I/rzrucalk9sSieT3XnzuvPNOJiYmGBsbo7m5mbvuuotIJEJeXh41NTWkpaXh/sd/ZOTZZ9EuLhLx+Xj9c58j+LnPoVQq0Wq1uFwuJiYmSEhIIDc3l7aBNg6PHQZAHpETZ41jy71byM3NJS8vj6amJuLi4ohGo8zNzYmLvdPpZHx8XOQCA4yMjCCVSoUViVQqpbCwkJqaGnp7ezEajWzfvp0TJ06IL/jYcIjf7xc5wGazmeHhYVZXV5FIJPT09HDHHXfgdDpZWlq6yCB669atYghFr9fT3t5OMBgUwyZDQ0MEAgEWFhaYm5vj2WefFTdT+fn5BAIB7r33XlGC1Wq1YpJXLpcjkUgIh8PCSD0YDGI0GqmqqqKtrQ2DwUBHR4e4sJ85cwaVSoVer2dlZYUHH3yQ7u5u0QfZ2tqK3+8nJSUFg8HA1NQUycnJnDhxgueffx6FQsF7770HnG8Qn5+fp6ysjO7ubvr6+jAajdx5553s2bMHmUzGzMwMfr+fxcVFQVy3bNnC7t27KSsrY2Zmhu7ubvr7+6moqGD//v0EAgGi0SgHDx5EoVAIdSItLe2mx2ZdjUoYuzG8Huen0Rhlz54we/Z8qBIODFw8cXypSjg7K2N2VsYbH6QnKpVRamsvHjDJyNjYG9RblYDdCPw+BfBKCeD777/Pzp07r+i5Q0NDFBcXf+SxRx55hOrqan74wx9e9LtYa8XlrvF+v/+iAb9bCZsEcINxOXKxkZ5+l/Obu1VwISm6HkrnrYgLp5gvnNy+kjtAnU7H17/+dbxeL2q1Grfbzbe//W0GBwdJTEzkS1/6EnPLy/Q0NNA4PIzCYiG6vo7uN7/BfPvtTEciVFdXk56ezjvvvENnZydTaVNEouf3Q64nFwUKMbzw3//938zPz1NbW8uePXvo6OggKysLlUpFf3+/iFfzeDzChDsrKwun0ymGDNRqtWj2j02nvvfeeyQlJYlhnvT0dKH0qFQq3G43arVaEEqpVMrJkydZX18nGo0il8tFdJtEIsHtdtPU1ER6ejonT54kJSUFq9XK0NAQcrmcvr4+0S/r8Xhobm5mbm6OxMREVCoVo6OjBAIBFAoFjY2NnDx5kpycHGw2G8vLy5SWloqYvFiyhlKpxOl00tPTg8/n48iRIyQnJ4sJ6IyMDDEBHQ6HxeSy3+8nJyeHnp4eVCoVgUCAw4cPEw6HWV5e5uWXX0Ymk+H1eoUytmfPHqqrq3E4HFRVVZGfn8/AwADZ2dksLS0JoqzX61ldXWVlZYXKykpcLhcvvPACFosFgIKCAlGajpHZxx57jNMfxGzs3buXpKQkpqenmZycxGQyUVRUdMX7eiNwJSphzAs0EAgQDAavu0pYXR2hujrCs8+eX8dul9DWJhU5x2fPSvF6PySF6+sfqoTf/e75xzIyPuwlvO22MLW1108lvNnVj9iNx83GpZ9zLCDgSkvAZWVlvPTSS1f03Es9/qanp9m9ezc6nY4DBw58xNcvprLHbrYuRCwP/FbEJgG8QYidxFfq6Xe1uBWngGM+TleT33ujSsDX4327sJR/uai6K/n/MVUUoKenh66uLmET8vbbb3PXXXehSkigrayMUr8fw8wM0VCI/JMnuecf/oE7v/ENnE4np0+fZmRmBIvsPDmQR+WkLadhTDEyPDzMT3/6U2E1cujQIbKystBqtWJQIxb/VlBQgFarZXZ2lpKSEsxms1Dddu3axfLyMqOjo6SmprKyssKZM2dYXFzE4XAglUoJhUIYDAZKSkpQqVR4PB7S09MJBoOEQiESEhIwGo1MTEyI/sVYMsrJkydxOp1CScvNzWV2dpaBgQECgQDnzp3j7rvvxmq1kpOTIyx18vLysFqtAFRUVNDa2orZbGZiYoLZ2Vni4uI4ceKESBzZunUrBoOB5eVl8vPzsdlsohzt8/nIzc1lZmZG5BLPz8+TkpJCKBRidnYWrVaL1+slLS2NgYEBhoeHWVlZQaFQUFZWxvLyMunp6aSmpjI3N0d2djYej4eEhAQeeOABQfpmZ2fR6XRMTU3x/e9/n6WlJaLRKCUlJaJCEDuPIpEIi4uLzM3NUVRUhM/nY3V1lbq6Os6dOwfAzp072bFjBzt27BCl7NHRUb73ve+JPs5nnnnmI43rNxuXqoShUAi/349CoSAajV51L+GVwmC4WCV0ubyMjCjo7lYL4jc2dqlKKGX/fin7958nsUrl+V7CHTtC/NM/rX9kjSvF9bAT+6zjk66bn0YBNJlMfPGLX/zU69vtdnbv3k0wGOTIkSMXef/FUFlZiVwup729nccee0w8vr6+TldXF0888cSnXvdGYJMAbgAuLQHHVDmPx3NVJOjTrn2j7hivZK319XU8Hg/RaPSqhjxuZA/g1a5xJQR3ZWWFV155hbW1NW6//XZ27979e98HuVwu1KJQKIRKpWLbtm0f+KJZyfrzPyf4i18w/PLLRMNhxv71X0lPScFiMLCysoI7302E8+qfbl7HaN8ok8pJioqKiEQiyOVyDAYDNpsNiUTCzp07+a//+i/C4TAPPfQQ1dXVnD17ltnZWUpLS2loaOCnP/2p+HLu6ekhOzub8fFx4Hxfp91uJyMjg1AoRFxcHJFIhNTUVNHfZjKZ2Lp1Kz/96U9JSEgQpC0/P5/R0VHRK2gwGJiYmGBubk4MmNTW1rK2tiZUNqlUSlpaGvn5+WLgw+fzMTw8THJyMiqVisTERDweD1arleXlZUKhEI888ghdXV3k5uaSkpLCwsICtbW1HDlyhKWlJfR6PRaLhezsbGw2G6urq0QiEWw2G36/n+TkZJHuEQqFmJiYYH5+nttvv13E1lVXV6PX6wkEAjQ0NAijb6fTKVTO/Px8Pve5z7GyssL3vvc9MTldX1/P8vIylZWVzM7Osra2Rn19PV1dXchkMnbt2oVCoUCn06HX64V/YW1tLc888wz33HMPEomEvLw8PB6PIPtZWVmYTCbm5+eprKxkcHCQjo6OW44AXorYeRI7H4CLysaXSy+5NFf2WiCXQ2VlmIaGIF/5yocq4aUTx273h+fz+vr5dJPzh371BPBWwM3uAfwkEry2trahQyAej4f777+f+fl5jhw5IvqIL0VSUhL33HMPP//5z/nmN78pbuJ/9rOf4fF4RDb7rYZNArjBiG1ev98PbPyk661CAGOENxgMCg+5jUryuB642s8jNsUciUQ+8bP95S9/yfHjx9HpdExOTpKWlkZNTc0n/u8tW7Zw55130tnZSUFBAY8++igSiYSCggKKi4sxmUxMFRTQ2tlJ8sAARKMc/9rXiH/iCdal6wxx3qdKhozSUCmyMhnz8/Pk5+fz6KOP8h//8R+cOXOG0tJSiouLef7550lMTEQikXDq1CmUSiXr6+tCVfH7/SLNItbbZzKZUCgUKBQKfD4fiYmJNDY2srq6KtQru93O0tKSaHNwu92ijCyRSFCr1Wzfvl2kmygUCmGhYrVahZr6xhtvoFQq8Xq9rKysUFRURE9Pj/DzKykpweVyibzcwcFBysvLSUxMZGhoCLPZLMhrc3MzVqsVt9sNnM/5jZH34uJilpeXWVtbIxQKER8fT1lZGT09PeTl5ZGTk8P8/Dxms5lDhw5hs9nIzMxkZWWFlpYWpFIp0ej5hJVgMIhGo0Emk1FeXs7IyAhFRUWcPXuWN998k/T0dPR6PQMDAxQWFjIxMcHo6CgpKSnC3HvXrl089dRTWK1WotEoOTk5WK1WXnrpJex2u8hVvueee8SUcAynTp3ixIkTpKamcu7cOTEUMz09TTgcRq/Xf6r9fqsoUbHWgUt7CS9MLrmQOFxKCD/N67gcATIYotx3X5j77juvEobD53sJY2XjtjYZFouUrVvD1+kVb+JaS8BXg6eeeor29na+/OUv09/fT39/v/hdYmIiDz30kPj5X//1X7n99tu54447eO6555iZmeE//uM/uPfee9m9e/eGHeO1YJMAbiBik66xHgqtVrvhvRQ32gfwUsT6G2NGwBqNRpCFq8GtqgB+2gGehYUFNBoNeXl5DAwMiEnfS7G4uIjL5RLTtM899xxOpxO1Wo1cLmffvn0cPnwYmUzGAw88QFJSEr0FBdSr1ajPngXAt28fa59LJ8T5+K7dWbtJcicRCATQarXs3LnzosD1UCjE/Pw8HR0dOJ1ONBoNoVCIEydOIJVKaWpqore3l+7ubmw2mzAcViqVZGRkUFBQQEJCAk6nk4yMDNxuN6FQCIlEQkNDg7BS0Wg0zMzMCBsVn89HXFwcSqWS+Ph4ysvLCYVChMNhEhIS6OrqAs5btyQmJuJ2u0lJScHtdrO+vk5DQwMnTpzA8IHi2dHRQXNzM319ffj9fuLj4+nu7j4fg/dBf5/dbsdqtbK6ukowGKSurg6n0ykI6eDgILm5uUQiEQYHBzEYDOj1eqqrq0lKSsLhcLC2tobH4xHEPz4+nq1bt4pIu1jJMjs7m+npaYqKiujr6xNZxsePH2dmZgaz2cyBAweor68X5tGhUIi0tDSefPJJuru70Wq17Nixg3A4LPwUvV4vJ06cYGRkBJPJxPLyMllZWRf5ksUQGwjR6XSCqMaSQhobG7n33nuF3Y7P56OsrOyG22pcKT7pGnJhL2EMl6qEF2bKXlo2vtbrskwGVVURqqoifPnLMZUQQqFrI8y3Qgn4VlEAL4XP5yMcDm9oFnB3dzcSiYQXX3yRF1988aLf5ebmXkQA6+rqOHToEH/3d3/HX//1X6PVann22Wf51re+tWHHd63YJIAbhNhU4IV3qjeykfZGnLSXks2N7G+8ET2AV3ocF3oXXukAT1NTExMTE/T395Odnf2RCTOAs2fP8tJLL+FyuSgrK+Mv//Iv0Wq1JCcnAzA1NcXvfvc74WP39ttv85WvfAW9wUB7JEJWQQH5Y2N4ldCRPAeAXCrn/37p//LSd1/ixIkTmM1mKisr2b9/P0tLS+Tk5LC4uMjx48dxOBysrq6yuLhIUlIS+fn5WK1W5ufnkcvlBINBgsEgSqVSWBbV19fz7rvvMj4+TmVlJTk5ObzwwgsYjUa8Xq8Y2hgbGxMmz7HyZnJyMklJSYLwAczNzVFfX49er8fv95OamsrS0hIGg4HU1FS6urpQKpXCID0UCnHmzBk8Ho+wgokZa9fW1opyq1qtZnp6mrq6Oubn54mLi0On04njbm9vZ2FhAZlMRn9/P83NzbjdbqEGTk5O4vF4WF1dpaysTJh1h0Ih+vr6GBoaEsbNaWlpBINBMjIyRELBwMAAiYmJbN26ldLSUiQSCS0tLfT392O1WoV9TXl5OQ888ABZWVkkJyeLdJV9+/bx9ttvEwwGaW1tJTk5GblcjkajYWlpSRD6S7FlyxZOnz7N2NgYJpOJHTt2UFpaepGH2S9/+Ut++9vfEgwGqaio4K/+6q8+Mi18s28qrwZXohJeeCN0LSrh5WAwAHz27Ks+K1hbWxM3xhuFiYmJT/X8bdu23bKef5fDJgHcAMQUgNikq9vtvqFl2RuFGAG8dPI1MTHxukXxxNbZaFyJcnphWfuTvAsvh3vvvZekpCQikQhlZWXodDpee+01LBYL5eXl7N27l3feeYfV1VWysrLo6uqiu7ub7du3X3SMMduSSCSCRCIhPz+fP/uzPzufbPHwwxTOzPCt1/+ZwAfOOmkDqdzTfIj4+BB5eVvw+ab49a9/TWdnJyMjI0xOTpKcnMxtt912UfJHTU0Nd999N0ePHmVwcJDm5mYyMzMJBoNEIhHxZXro0CEcDgdGoxGfzyfIUqw/zu/3U11djclkQqfTCdWvsbGR8fFx7HY79913H21tbYTDYQoLC3E4HITDYZaWlkRyik6n44477mB5eZm8vDzW1tYIBAL4/X5sNhtmsxmZTIbFYhFpGBaLhW3btnH8+HHRhpCWlsby8rLo25NIJDQ2NmI2m4lEIlRVVbG6uopKpSI1NZWJiQlSUlKw2+0kJyeTnJxMNBrFaDTS39/P1NQUAFqtloaGBlpbW8nMzBS9Sbt27eKFF15Aq9Wyfft25ubmqKmpweFwMDQ0hMPhwOfzodPpSExM5I//+I/Jysri+PHjvPrqq/j9frZs2cLMzAyJiYmkpaUxNDREQ0MDHo+HmZkZKioqRDuB2+0WZtcAGRkZ/O3f/i1zc3OkpKR8pIE9EAhw8uRJYUI9ODjI+Pg41dXVV7SvP0u4WpXwViC/N0uBu9nrf9IxuN3um25r9FnHJgHcACgUCpKTky9Ke7hR1iwXlkxvhAIYDodxOp0fO/l6vda52RfhS8vanzalRSqVUl1dLfbFm2++ya9+9Svi4uLo7e1Fq9WiUqkIhULCIuTSO9vMzEzuuusuXn75ZeFEn5ycTElJCampqajV6vPpFGdeBKaRRiDSvZO5tQBgZmwMZLJM+vp86PVm8vLq8HhmSUhIEMkVFosFnU7H3XffzcGDBwmHw+Tm5rK8vIzdbhclY4lEQlJSEoODg6K863K5cLlceL1e1tbWRI9fZmYmOTk5uFwuUlJSSEhIoLW1VXzBxrKCY+XhcDjMnj17xHul0+mIj48nMzOT1NRUZmdnyc3NFURTrVbj8/lE6XplZUX0ZNbX1/PGG2+IfsL3338fg8HA8PCw8Ers7e3lrrvu4uDBg6K/8cyZM8IOpqKigu7ubiKRiCCWjz32GMPDw6jVapqamrDb7cID7Ny5c5jNZm677TZqa2tZXl7m9OnTuN1u7HY77e3tRCIRzGYzSUlJIiHl5MmT/PjHP+aZZ57hzTffxO/3YzAYaG1tpaysDKvVysrKCkajkTvuuIO9e/ficDjIzMwkLi6O/fv3c/ToUeLi4vj85z8vSKFer//YXr/YMMnQ0BB+v5+EhIRb9kt1I65nV6ISAmJq/XqrhJ8V3GwC+HEDILGe5U1cHTYJ4AYgZk1w4c83WgHc6PUubLS+XibWn4SbZQNzYWLJtZS1L/1clpaWkEgkFBYW0tPTg91u55FHHhE+b3feeSdbtmxhbW0Nm82GyWQiISFB+NnJ5XI6Ozt55513OHjwIC6Xi7q6Ovbs2cM2/XZut0wwIA2ylJCP3CchFIp+8HpkTE1pmJrSAAVoNGsUF0eYnVUikcjExVYikdDV1cXs7KwoQdvtdlHy9ng8aLVa3G434+PjRKNRkpKSGBsbw+PxXLQXYskgfr+f0tJSUlNTmZ6eJjk5meXlZTo6OtDr9SwsLAj1Kjb5OjY2hkKhQK/Xi7xNhUJBSUkJNpuNxMREEhISsNvt1NXViczhwsJCEhMTCYVCuFwu2trakMvl2Gw2DAYDCoVCkE+v1yusbXQ6HTU1NZw7d46cnBy6u7sZGhqisLCQX/3qVwSDQXJzcxkZGeGee+6hvb0dv9+P2+0W8XUJCQk88cQT1NXV0d/fj81mw+fzoVarhe2N0WhkenqayspKOjs7OXPmDOFwmNHRUV588UXh4xebLN+9ezc1NTXCtzE/P1+0FExMTJCWlsaBAwdQqVTMz8+zb98+Kioqfm95TCqV8vTTT/Paa6/hcrnYtWsXeXl5n3p//0/B5VRCt9t9kWn4RvYSftJx3QzcbA/CGD6OAGo0mk0CeA3YJIAbhAsJxf8kAnhhD1xsuGWj78Juxgl+aWLJ9S5rV1RUcOrUKfr6+tDr9ZSUlFBYWMg//dM/4fV6SU5OZnp6mu9973vMz8+TlZXFV7/6VRFZlpmZSV9fH6+88grBYJDk5GTef/996urqSEkxMuZykhGJsPMJF1/72lc5fHiG3/xmkNOnHSwvf+hW73Yn0tEBX/pSG3J5PpmZJtzuBd588zA2m42lpSUWFhZITU0V68byesvKynj//fcFIY31ucbFxYn+qtTUVN544w2i0Sh5eXnMz8/j8XiYm5vDZjsfURebpsvPzyc7O5vl5WV8Ph8KhULYsrS0tPD222+Tnp6O3W6nv7+fxsZG3nrrLQKBAMnJyRgMBqqqqjh16hSpqak4HA46OztFSbmgoID5+XkUCgVms1n09eXm5rKwsEBJSQkTExMolUoCgQDvvPOOaG2oqKigsrISOG8SG0tscbvdqFQqMjIyRLRbW1sbPT09VFVV8ZOf/IT5+XnRy2k0Gpmfn0cqlaJSqbj//vspKCjgRz/6ERkZGRgMBoaGhoThtkql4u677xZZzVarFZ1Ox9LSEs8//zzT09NIpVJKS0sJBoMYDAaCwaBQUq+kPyo/P5+///u/v6Kqwc06F28WYmtfalR9adl4o3oJb2UCdqPwce/Bp4mB28TlsUkAbxD+JxDAS/N7Y4/d6GGTjVojVqbfyMSS2OtobGxErVYzPz9PTk4OJSUlHDt2jJ6eHsxmM3v27OHEiROMjo5SUFDA4OAgp06doqSkhHfffZfV1VWMRiPh8HmbCZVKJY53x44ddHV1iUEEo1FDSUmAr37VyLe+VU9/v4NvfWs/U1NqVlY0gOSD163Aak0GkunqimIwNGEylWAwLKHVuikqKsJgMNDX10dGRgY7duzgwIED4r2L9SXGEhukUilGo5Hl5WUGBweRSCQoFArhhwfn/bPi4uLIzs5Gr9djtVopKipCIpEwODhIaWkpdrsdt9uN3+/n7NmzImrtkUceIScnh6SkJDQaDYFAgPj4eHw+H9PT0zQ1NYmewJWVFdHvOD8/TzAYJCEhAZPJRGZmJlarlXPnzjE/P8/i4iJSqRSXy0VtbS1paWmMjo5SWFjI2bNnxZe+y+WioKBAkMhz585x6NAhVlZWePvtt1EqlbhcLpGVvLq6ypNPPsnvfvc7vF4vd911F+Xl5ZjNZlpbW7FYLCwsLGC324mPj0epVFJVVcXnP/95/H4/P/rRj+js7CQpKYmmpibm5uaorKxkcXERu91OfX09nZ2dqFQq7r33XlQqFZFIRKiPtyK5+yzi43oJY2XjT1IJY+klV7PmzcCtQEA/7sZkswfw2rFJAG8APusK4MepYTGD4v8piBk6Xxrjdj1w6QVMIpFQXV0tmu27urr48Y9/TCAQEMa2sS+YmLogk8l44oknhLpVW1vLysoK//mf/8nk5CRVVVUUFhayb98+9Ho9Op2Ojo4OfvCDH3Dq1Cm8Xi9ZWVk89dRTlJfPsW2bDrfbjsUiZX4+mcnJOMLhWG+jBLtdg92uAbLQaCJ4vf14PDLM5lwgiNVqFfm+cJ7MZWVlkZmZiU6nw+l0otVqRf9grN+sp6cHuVxONBoVGb3Hjh0jEAggl8vFQMTa2hqrq6ssLy9TX18vItLy8vKQy+WsrKyIgY9QKERubi5tbW1iCMNoNDI5OcnIyIjwo3z44Yc5efKk6E10uVx4PB4mJyex2+0YDAYWFhYoLS0lPj6eubk50Ztpt9uRSqWYTCYikQhra2vMzs4yNjaGRqMhNzcXi8XCli1b0Ol0nD17FrVazcDAAElJSTQ2NtLS0sKOHTtES4HNZuM73/kO09PTSCQSSkpKsFqtVFRUMDU1JVoFenp6aG1txWg0sri4SEdHB6mpqQwMDBCJRGhpaeG5555jcnISlUpFdnY2i4uLvPTSS8zNzVFeXs4XvvCFq84kvRWIwM3E7yNgl5Z/r0QlvLBs/HH//1Z532/Fm4ONNoH+Q8AmAdwgXFoChpvvp3Q1CAaDeL3em5rfeyMI9IX5o9c6zBKNRunr68PpdFJSUkJKSsrv/ZvFxUU8Hg+VlZWMjY0xMTHBl7/8ZYaGhpiZmaGuro7t27ejUqloaGhAq9WSkJDA4cOHkcvlxMXFYbfbOXPmDO3t7dhsNtLS0tDr9bS1tSGVSikrK8NisRAIBCgvL+edd95BIpGwd+8e1tfXaWs7TTicycREHMFgARMTfnF8breUI0c8QBkSSQSt1k44PMP6ejJabRISCWg0GjIzMzGbzdjtdrRaLWazmYMHDyKXy4VJdjQaRaFQ4Pf7iUaj1NfXMzAwgEajQaVSMTw8TE5ODhMTE3i9XhITE7FYLNxzzz2MjY2h0+lYXV1lYmJCDHxoNBpKSkoYGxsjGAwyNTWFxWKhrKyMtrY2zGYzOp0Ov99PbW0tXV1dLC8vo1Kp6OvrQ6VSiQQSh8MhrFV8Ph/FxcXMzMyIaeCxsTF27tzJkSNHGB4exmQysbCwwLZt27jtttsIhUJigtlgMCCVSqmpqeHZZ58lHA7zm9/8hpGREYqLi0UmcuzYNRoNWVlZ9PX1IZfLLzuNK5FI0Gq1PPzww7S1tZGYmMjOnTuRy+WCMPv9fs6cOUNnZydpaWkcO3aMoqIidu7ceVV7+mbiZk6iXu1151KVMOaW8HEq4YVl46tVCTcCtwIB/bgs4lgP4CauHpsE8AbgRluzwLWfuLHS0SfFm90oZXMjp6hjql/s7jwpKemah1neffdd9u3bh8/nIz8/n7/+678WU5gf937l5+djNBrp7e0Vpb+0tDT+4R/+gdXVVXQ6HcFgkO985zv09fWh0+l49tlnsVgsyOVyGhsb6e7u5uDBg2I4x2KxcMcdd1BQUEBHRwdTU1Oo1WqSkpLERGNM3d25cycnT55kebmVBx64i4cfruH//J/v4HCkMTenZWEhkXBY+sFrkOJ0pvDb3wI0kZBQS3q6C7ncQyQiJRwO43a7MZlM5OTkIJfLSUhIwOv1iqSNs2fPkpCQgFwuR6vVEolEOHXqFJFIBL1ez7Fjx4RKptVqCYfD+Hw+XC4XGUXK2AAAIABJREFU8/Pz7Nq1C5vNJlI6JicnUavVeDweLBYLSqWS0dFR6urqqKysxGAwsLq6ytLSkjCiNplMlJSU0NPTQ0FBAYuLi6yurmI2m8WwiMlkEhPGJ0+eFGuOjIywfft2wuEw9fX1jI6O0tnZid/vF1nG4XCYiooKhoeHGRgYwOfzcfbsWV5//XXi4+MZHByktrYWmUwmbHMyMjJ46qmnhGrY3NzM6uoqo6OjRKNRpqamyMnJ4cEHH6S8vJzy8nKxhw4ePMgrr7wipoeNRqMYdFlcXBRTypu48YgNVn1alfBWIGBw8xXAjysBb/YAXhs2CeANwI22ZomtdTWITR9eSX7vzbZnuVZcGOMml8tFDu214tixY0JxGxwcZGhoiNtvv/0T/6aoqIi/+qu/Ynh4GIPBQHNzM+Pj47S1tREXF8edd95JT08PZ86cIT09nampKd544w0qKyuJRqMMDw8TFxeHSqUiJSWFmpoaBgYG2LZtGw0NDbS3t2OxWGhubkatVtPd3Y3RaESj0TA6OkogEECpVJKXl8fk5OQHqRPDrK6eQaWS80d/1IRUWsipU6usrKTi8cSJY/d44hgdjWN0FI4dG0CvL6aoKB+bzSqIh9vtJhKJkJKSQklJCcXFxWRnZzM/Py+SSHw+H0lJSahUKhYXFzGbzSwuLrKyskJKSgrHjx8nJSUFjUaD1+tFr9dz6tQpPB4PUqkUu91OTU0NMplMEDqXyyUU2bKyMlGurqqqYnJyEp1Oh8vlYmRkRJSoH3roIY4cOUJWVharq6tYrVZRrlWpVOzYsUNkD6vVajo6OoiLi8PtdpOXl4dUKiUnJwc4b+49OjqKRqPh29/+NpmZmUQiEfLy8ujt7SU1NZU77riDvr4+qqur2bt3L2lpaWIQRSKR8PLLL4tUFo1Gw5/+6Z9SVVX1kT3U09MDnB8w6u/vp6KiAofDwfj4OIWFhdTV1QGIm6kbaUz/WcdGXLevRCWMfVaxyfobrRLeCtf3jzsGt9t92fSbTVw5NgngBuHCk/NGxpnF1ruatcLhsFDDFAqFSFv4pHVg44nt9SaaF8a4xWLGAoHAdVMZTSYTo6OjTE9PExcXh1ar/cgeWF5e5te//jWLi4s0Nzdz9913U1ZWRllZmfj9888/j9VqBWB8fJwtW7YQjUbFxT8ajXLPPfcgkUgYHx8nMzOT3Nxc/u3f/o2Ojg4xqHH06FFUKhX19fXMzc1x9OhRLBaLIDRNTU2srKyQkJCA2WxmbGyM2dlZ/H4/Ho/nA49HOfffX47T+RI+Xy+Jifmkpu7gwAEri4vxRKPn90kwKGFx0cDiIoCJwcFV4uKayMnJxWDwkJioJiUlBaVSSU9PD8XFxSiVStbW1khOThZG0zKZDJvNRiAQQK/XU19fzy9/+UvC4bB4PDMzk/n5eUFc+/v7hfVKLG+5q6sLhUJBSkoKycnJKBQK2tvb6erqIhAIUFlZSV1dHS6Xi8rKSux2OysrK8KfMT09HYlEgl6vJysri9nZWZaXl/F6vbS3txONRlGpVNTU1NDX10c0GhVWOHv37mX//v3odDpaWloYHR0Fzpsvd3R0YDKZqK6upqamBq/XS1xcHDKZjHfeeYfXX3+d9fV1YYVjNBpJS0ujp6cHn8932X2XnZ3NuXPnGB0dJT4+noaGBh5++GGWl5fJzMwkOTmZM2fO8PrrryOVSnn00UfZsmXLp9rbN0sJ+kMYgricShgbqIr12l5tL+FnGZ/kA/iHbFl0PbBJAG8AbnUCeD2Mjjca1+O9+6QYt+tJMh9//HEikQiLi4ts376dqqoqZmZmsFgslJSUkJGRwWuvvcbhw4dJSEhgfHwck8l0kaqzsLDA/Pw8ZWVlOBwOxsbGePLJJ2loaGBwcJD09HT27t2LQqFg+/btNDU1EYlEsFqtyGQy1Gq1MC7u6+tjZGQEl8uFUqlkcnISvV6PwWBgcXGRnJwcCgsLefnll5mamqKiogKVSiVUtrW1NWZmZoiLiyMcDhMI+KmsjOehh9KZnPwZt92mZ2oqDp8vh9nZRDyeD7/AZmcjQDaQjUIRJC8vyP/7f+fweECtVhMXF4darUahUBAMBnG73dTV1VFUVITL5SItLU3sTafTycDAAHFxcaIcnJqaKoaRIpEIvb29+P1+VCoVlZWVotTsdDrp7+/nG9/4BkePHiUUCgkvvcbGRnQ6HXNzc8hkMhE3p1aryczMxOl0YrfbcTgcBINB/H4/+fn52O12KioqxOS22+3m3XffFRYs3d3dbNu2jZ6eHtbW1kSfp0QiwWAw8Mwzz1BbW8v4+DiHDh0CzkdJvfvuu0SjUQwGA2fPnqW4uJje3l7sdjvp6elkZGRcdt/t3bsXqVTK7Ows1dXVbNmyBalUSlpaGnD+puKVV15hbW2NcDjML37xCwoLC6+okf5WsGL5Q4VEIhHX4xvdS3grJIF8HDZLwNeOTQJ4A3ArE8BL83uvxC7iwnXgxiiA14oL1c2Pi3G7Xp9PWloa3/jGN8TP3d3dfP/732d+fp7c3Fy+/vWvMzc3h1arJScnh/7+flZWVj7yP9LS0ujo6CAUCnHnnXdiMpn42te+xsLCAlqtlqSkJN566y0OHDgAwCOPPILf7ycQCLB9+3bGx8f53e9+JxI2hoeHKSwspLy8nJGREbRarVDP5HK5+MKQSqVkZ2cjkUhwOp0olUr0ej3vvvsuycnJFBUVMTs7y8zMDDMzMywtdSCXy9mzZw8VFVW8+eZZ/P48LBYFTqeW2NsaDCoYGVEwMgJwBwaDh7m5RXJzpfh85yevU1JS0Ol0FBcX09/fL+xQxsfHcTgcyGQydDodCoVCZP4uLi6i1+uprKzk1KlTbNu2jb6+PtxuN6FQiPfeew8Ao9FIT08PDQ0Nwlx7bm6O3t5eAoEAUqmUxsZGBgYGxOcyNDTEH/3RH/H8888TCASoqakhMTERk8nE5OQkQ0NDqFQqSkpK2L17NzMzM6jV51XOvr4+XC4XdrtdJJOYzWZSU1Pp6elhcXERt9vNj370I5E5OjY2hkQiEZPocrmcBx98kIaGBrxeL4WFhZhMJjo7O+nt7UWv17Nz506RAvPoo49+7L70er34fD6MRqNInPH7/ZuTlFeAm0mALq0mXa6X8EJCGMvsjj3/UguaT/tabgUPwM0ewI3BJgHcINzMEvCV4NL83quxPLlRr+ta1LkrVTc38iJ3+vRp7HY7JSUljI6O0tXVRWNjI//93//NwMAA2dnZFBcXX/Q3RqORxsZGenp6hOpks9no6+sjGAyyZcsWJicn+eUvf0kkEiEYDPLrX/+ap59+moSEBEZGRvD7/WRnZ6NQKLjvvvuYmZnBaDSyc+dODhw4QHt7Ozk5OTQ1NfH973+fxMRESkpKmJ2dZXx8HLVazfr6OpFIhMzMTBYXFzl37pzoM5ybm8Pj8RAfH080GsXj8bBlSy0HD75LIDDOY4/VUFtbwI9+dIK1tUysVhWhUGyPfWgz881v2omLe4KsLDfp6S7CYS8rKys4HA4WFhZ4+OGHsdlsQu2z2WxUVFTgdDqx2WwYjUZhPeN2uzlw4AAul4ulpSXhj5iWlkZZWRnDw8MkJyczNTWF0+kUdin19fUiHi4jI4P33ntP9BjNzc3R0NCA3W4XE7p9fX1CSX766adpbm7G6XSSmZlJb28vDocDt9uNVqslLy8PpVJJcnKyUGSdTic///nPsdlsLC4ukpmZKbwCH3nkEY4cOUIgEGDXrl2Ul5dTUFAgklIsFgs//OEPWV1dBcDhcPD000//3n2Ynp5OfX09p06dQiqVsmPHjs0eqt+Dm33NvpL1JRLJRdfuC1XCSyPtgIvKxr9PJbzZrz+GjyOAmzcv14ZNAngDcKspgBcOP1yP/N5b5SJxKS6NcfskdXMj1czYFOvS0hJSqRS1Ws3dd9+N2WwWiRp6vZ79+/czMTFBWVkZu3btoqurC7PZTEZGBsPDw/z7v/87U1NTRKNRjh8/zp495+1bUlJShLpZVlbG008/TWdnJyaTiZaWFv7rv/6Lzs5OlEolDzzwAK2trXi9Xm677TZWV1c5deoUMzMzdHR0oFQqyc3NBSAvL0/EtsUmlFdXV4lEIiiVSoLBINFolLi4OPE+xzz2Yu+1TqdAqewlIaGdgoJ16usfZXxcSXf3Oj5fkniP/H4lo6N6Rkf1SKVRDAYnOTktmM1L2GzLpKWlcejQIZEx3NzczOLiIjabjZycHKamppifn8dqtWK320WiSH5+PqmpqYIopqWlYbVayczMBKC0tJTZ2VlOnDjBwsICoVCIJ554gt7eXioqKjAajWIwZ2FhAY/Hg1wuJxQKUV9fz/j4OElJSbhcLr773e8yOTkJQEZGBjqdTgxRrays8NBDD/Hmm28yOTnJli1bUKlUHDt2DJlMRl9fHwkJCVRXV9Pc3My2bduIRCIkJSXhdDr5/ve/z+joKImJidTU1LC6uiq8Ai0WyxXtQ7lczjPPPENzc7NID/msDILciiXIWxUXqoQXppdcqBKur6+L58f6Bz9OJbwVFMDLPb6ZBHLt2CSANwC3CgG8cPjheuT33qgLw9X0NG5kjNunxX333cfi4iJDQ0PcddddtLS04PF40Gg05OTkkJKSwltvvcWrr76KQqHg3LlzqNVq4uPjCQQCYpJ1cnISk8lEfHw8o6OjPPjgg9TX1/PGG28QiUTYu3cvGo2GlpYWWlpakMlk+Hw+oXhGIhGWl5dZX19nbm5OTHyPj48jkUjIy8vD4XCgVqvZunUrZ86cYXR0FL1eT0ZGhihbSyQSkY8qk8lwOBzI5XLKy8uZmJggMTGRuLg4lpaWsNvtTE9P4/F4PhiIWeZLX6pl//79SKUG5ueTCATyGBmJEA7LPjhOCTZbMjZbMmBGrfZy551pRKNFVFQEiI+X43Q6yc/PZ2hoCKfTSVFREf39/RgMBmFdFB8fz/T0tFB/c3Nz0el0LC4uIpfLhT3L7Owsc3NzZGdnE4lEmJycFIqnz+fD4/HgcrlITExEo9GQn5/PyMgIfX19TE5O8qtf/Qq5XI7FYqGgoIC1tTUxwHHmzBkikQhNTU00NDSIzOP4+HiROmI2m5HJZDQ3N/PUU0+hUCg4efIkExMTZGZmEo1G6ezsJDc3F6vVSmJiIkajkb6+PmQymRgcuhIolcrLegteCf4QBjE+DjfztV+Pta9WJQyHw7dE/+dmCXhjsEkANwiXS364kQTwwonWWBk0Nj144fDDta4T+/8biU+jzl1tjNtGKoB6vZ6vf/3r2Gw2tFotTqeT73znO1itVgwGA3/2Z3/G3NwcEomE4uJienp6sNlsPP7443i9XlwuF3v27MFisdDZ2UkoFCIvL4/c3Fzef/99ke4wMTHBkSNHOHbsGB6Ph127dpGTk8P09DR1dXW43W4GBwfRaDSivKrT6fjjP/5jZmdnMRqNrK2tkZqaikKhIBKJsL6+jkRyPjVDrVazsrKCVColNTUVuVxOcnIyycnJhEIhUlNTGRwc5MSJE0SjUQoKCuju7iYcDpOamkogEMBms6FQKD5I4Jjn/vvvJzk5wuHDxwmFchgelhAI5LO8/OH+9XrVHDjgAu5iYiKM0bjK2lqQ+fkxkUFcUVHB6dOnSUxMJBgMsrCwwO7du+nr6yM1NVUMQmg0Gt5++21WV1eRy+UsLS2Rk5PDysoKer0ejUZDf38/fr9fJKfECC3A6OgoLS0tTE9P09vbi8lkwuFw0NraKkigVCqlpKSEp556iubmZsLhMEVFRaytrXHkyBHsdjsej4fk5GSSkpKora1ldHQUiUSCyWTi9OnT7Nu3T/QlxoaDYsbZer2eRx55hOHhYXQ6HXfccQder5djx46xtrZGTU3NR1oKNnF1uBXI50bg06qEXq/3E1XCmwG3201SUtLvf+ImPhabBPAG4UYTwNhal+b3Xm744VrWgVvjInk9ehqvFjGiFCMJl4NEcj4HNxqNcu7cOYaHhykqKsJisXDkyBGqqqo4ffo0vb296HQ6CgsLKS4u5l/+5V+EgnXy5ElaW1tZW1tDJpMRCATo7e0lPj6e7OxsZmdnefXVV3E6ncTHx7Nv3z6+8IUvEBcXJ4yEi4uLcbvdtLS0EI1GWVlZoba2lomJCX77298SFxfHo48+Sl9fH6FQSNiXxJI6Yl8OMVKVlZUllCmJRMLExIR4rYFAAL/fT3x8vBjISE9P5/3336ewsJBgMMj8/DxGo5GhoV58vjbi4+P5m7/5C0ZHHZw+7cDlSmduTiVsZsJhGYuLxg9sZswYDEVoNDOMjoYwGlNpbW0lPj4enU5HfX09MplM+ASurq7i8XhEGbeoqEhYs0SjUcbHx2lubsbj8ZCRkUFKSgqhUIiysjIOHTrE9PQ0SqWSc+fO0dTUxOrqKmVlZYyPj3Py5EkUCgUOh4Pm5maee+45MWRjs9lwOBx0dXVx5MgRYTRdU1PDyMgIk5OTIt8YEBY8lZWVDA4OkpiYSFNTE0NDQ+Tk5HDvvfeSk5NDeno6fr+fYDDIvn37OHz4sDDU/pu/+RtR5r4euBXO8T9U3MhKy6Uqoc/nE0kc19JLeLX4JAVwswR87dgkgDcIN0MBjE35bXQZ9GYrgDHj6mvpabxaMjsxMcFPfvIT7HY7zc3N/Mmf/MnvJZ4KhUKUUSORCCqVipaWFtRqtZgULi8v5/Tp0/T395OUlMT27duFcXF9fT0Wi4VXXnmFiYkJZmdnGRgYYPv27cD5ARKdTofFYkGlUpGXl0d3dzcymYzt27ej1+s5evQokUiEqqoqIpEIs7OzFBQUsL6+TmdnJ0lJSQwODjI8PExiYiKhUAi9Xs/u3btZW1sjKSmJgoICAoEAR48epbi4mKysLBHdFtt/sQSTQCCAVqulqqqK9957j4WFBbxeLykpKUilUlFSPl+2neK226oYHj5OcnI399xTzcxMPBaLgsVFHX7/h/vYbldit+fzwguQkJBPQsKjVFbKiY+fYmJiApfLxdDQEBkZGZSXlzM1NSVsVVwuFwkJCYyOjhIXF4fRaKS4uBir1cr09DQTExNIpVJ2797N/Pw80WiUhoYGrFYrs7OzSCQS2tvb0Wq1hEIhysvLmZmZQalUotPpOHToEPv27cPtdpOZmUlhYaFQUx0OB5mZmZSWltLV1UV9fT333nsvXq8Xt9uNz+ejs7MTjUZDWVkZLS0tLC8vi2SP3t5efvGLX+DxeGhoaGBgYIDExETMZjNDQ0NYLBbx3sa+pD/LuNlq02e9BHw1iK0rk8nEze2lZeNP00t4PY4lhkAgwPr6+uYQyDVikwBuEG5mCTgSiYg+uI3M772Rd6bwUXJ2YVzd9ehpvBrEJnkNBgMHDhygpKSE+vr6yz43tgeam5sZHBxkcHCQqqoq9uzZQzQaJT09ncLCQpKSkujs7OR73/ueUPskEgkqlUp4GQKMjIyQkZFBXl4eExMT3H777SiVSl588UXW1taora0lPT1dlIAlEgnDw8NUVFQQCoVEeddutzM1NUVSUhIKhQK73Y7L5SIpKYlgMIhMJqOwsFAQQplMRm1tLWfPnkWpVFJQUACcvygnJSUxNjZGJBLhtttuIzMzk+LiYqF6yWQyJicnGRgYQKlUIpVKCQQC6HQ6pFIpHo8Hv99Pd3e3IC3l5fmo1VZksgFyc9dZXlZSV/cUb75pwelMBM7vD48niseTweHDAKno9W5Mpgj5+Ubi4lbJzs6mt7eXyclJ0SLx2GOPcfr0aaqqqlhZWcFisWC32zl37hwKhYLy8nIOHz5MUVER4+Pj2Gw2XC4XXV1daDQawuEwdXV1WCwWHA4Ho6OjLC8vc+bMGVpbW/H5fBQWFjI0NERRUREmk4n+/n7MZjPNzc2Ulpby2GOPEYlEiEQi/OxnP+Pw4cNCEfz/2Xvv4LbuM93/g0Z0gr2ARey9iCqUKFmWVW3JJVKK4zQnu7Gd3G2ZZHY3c3dnf7O7M7t3ZufOLTub6mQ3iTdeW3cd25GbiiVRoopFihR7JwGSAEmQAEEQJACi/f7Qnm8oWlSxREpJ9MxwpCFAfM8BDs55zvu+z/M899xz1NXVIZPJSE5OxufzEYlEeOONN5iamiIhIYGGhgZyc3OZmJhgbm6O5ORkzGaziASUjr2l1ZrfJtPgB2EG7X7iQfqcpCqhdJMrxdktj7STcLdVwpulgMTExKBWqz/5zjzEQwK4VlgLAigRIokgrHYb9H62gBcXF28rru528Un3xePxoNVqSUxMxOVy4ff7P/acSCRCa2srNpuN8vJycnNz+ZM/+RM8Hg8Gg4FoNMpPfvITGhsb0el0fP7zn8dms+HxeIRR8ODgIF/84hcZHBxkYmKCDRs2YDAYOH36NCqVioyMDKGGlSq+gUCA4eFhhoaGmJ2dJSEhAbPZTFdXF4WFhSQlJTE0NERPTw82m43m5mbUajVf+tKX8Pv9wnPOZrMJsub1etHpdBQXF9Pa2sri4iIGg4GZmRlRUUtNTSUajZKeni7sTSTvwtHRURwOB/Hx8SiVShYXF5HL5fj9fjweD3FxcdTU1HD8+HE2btzI6OgoQ0NDRCIRLl++DEBKSgo1NdMkJ3vp6upiYSGLoSE1Dkc8waB0AyDD5TLichnp7gaVyofLpSMcLkWlmmb79nKi0SixsbGo1Wqam5uJjY0VcXRS+7a4uJihoSG8Xi/z8/MEg0HKysqw2WyUlZVx+fJlQqEQ27Zt4xe/+AXBYJD4+HjeeOMNUlNTRXaxRqOhuLiYxx57DLvdTlpaGtnZ2TQ3N/Pee++hUCjYtWsXLS0tJCUlkZ2dLYQpcrn8umF8KQ1CoVCIWc39+/ezfv16ZmdnqampoaioiNHRUdra2kQqiEwmuyvT4AeJiPy+4H4T0FtVIJf6DC6fJVypSricEN6ODc3y5zxs/94bPCSAq4QbVQDvVdTYcixPuJBSFdaiGrYWxHYpOYtEIuJCfDtxdauNffv28ctf/pKhoSEqKiqoqKj42HM++OADXnvtNebm5sjJyeG73/0uaWlpxMXFAdeMos+ePSusRo4cOcIXvvAFkpOT6ezsRKlUUlJSQnp6Ot/97neZm5sjISEBm83GqVOn6OzsJDs7G6PRKLzsJOJy9uxZ/H4/c3NzzM7Osm3bNvx+Pz09PYLM2Ww2gsEgJpOJhYUFbDYb+/fv58c//jHd3d1s27aN+fl57Ha7IDCNjY0oFAp6e3sJBoOkpaVhNBpJTk6moqICt9uNWq3G7XYTCASYnZ3FbDaTkpIikjnm5ubIysoiIyMDi8VCVlYWKSkpxMbG4vF4OHLkCAD5+flEIhGRdZyQkMDg4CAqlYqxsR60Witf+cpeursvo1IV0NkZYXzchNv9m5nMYFDL6dPzQC4y2Trm5/0YDGP4fG1EIkHC4TAZGRnMzc2JWVmHw0F3dzcajYZAIMDWrVuxWCyUlJTg8Xg4evQoHo+HSCRCQUEBVVVV1wk5HA4HHo8HuVzO888/z44dO0QucigUwu1287Of/YypqSmi0Sh2ux2lUsnk5CQxMTEYjUYSExOJiYlhcXFRXEhVKhVPPvkkR44cwel0UltbS2VlJVqtFrh2kZ2amuJf/uVfGBkZQaFQYLfb+fKXvyy+Q0urNffSNHi18PvYgv1txa2qhMsr00tvQm63Mi3dPD/8bO4ODwngGmG1iNKNEi6WOsGvBdaKAC4uLhIIBIB7p2Revsad7svOnTtZt24dHo+HvLw8QqEQ3//+90V272c/+1kuXLiAUqkURsS9vb1ClQqI4WqpOqNSqdi0aRMxMTHCg2779u2Mjo7S2tqKRqNh27ZtDAwMoFQqeeSRRxgbG+PDDz9kaGiI9vZ2uru7qaioQCaTYTab2bZtG11dXZSWlqJSqThz5gwLCws8+uijJCYm4vf70ev1Yjaxr69PqFQlBfnY2Bjd3d0olUrMZjMej4fy8nJMJhMzMzPExcWh1+upr6/HZDLx1a9+lQsXLpCTkyMUxNI4gmTRU1NTg06no6amhpycHAYGBhgdHcVqteL1eomPjxfefwaDQbyGXC5ncHCQTZs2MT4+Tnp6Ol1dXTQ1HWFxcZHi4iz+9E//P/7pn37N9HQyDoeRUEj+X5+xHJtNBxTR2wtxcSESEhyMjAQ4cKCaf/u3l0XFNCUlhYKCAlpbW8WxJ7VyrVYr5eXlGI1Gzpw5g1arpbu7m/Hxcfx+PxkZGeTk5DAzM0NVVRXBYJDvf//7XL16FbVazfbt2/H7/WRlZRGJRHC73Xz+85/n3LlzBAIBHn/8cWJjY8VMYnp6OgUFBQA89thjFBcXs7CwQHp6uvAmlDA4OMjIyAhlZWVMTExw9epVvvjFL153sZWO99uxA5HGSu4Hfp9J2P3e93ux/t1UCVcqmni9XgwGw11t10M8JICriqWk714TwOVed0sTLlbT0mQ51uLkJJ0E/H7/PVcy3wvk/JdxMsAvf/lLTp06RUJCAkePHsVsNpOenk5vby+Li4tCoSohHA6TnZ1NYWEhH3zwAZFIhC1btiCXyykvL6e4uBilUsnMzAzf//73hTBhYGCAzMxMQqEQSqXyv6phYwSDQTZv3szIyAjZ2dns3buXtrY2zp8/L8jMf/7nfwr/wenpaaqrq4mJicHhcKDX6ykpKWFychKj0UhcXByzs7OidSvNJEoZsz09PYTDYUwmEyMjI7jdbjIyMggGg0QiEQKBAC0tLUSjUTIyMtBqtaSmplJRUSHmNwsLCzl+/Dj9/f1s374di8WCRqMhPT1deFYGg0FmZ2eBa4kWJSUlDAwM4PP5mJmZ4fLly4yNjeF0OklISECn0zE62sb69T56e09QXGzC78/AZovF5UrB6/1NGozbrcTtNjM0BOfOBYmPf4qMjDnWr1djs3UxODjI2NgYLpeLgwcPsmXLFlwuF5mZmcJb0WazkZKSIlJSMjIunW/3AAAgAElEQVQy8Pl8WCwWJiYmeO+996irq6OtrY3c3FycTietra2UlpbS3NwMwNatW9mzZw/79+8Xlbnh4WF+/OMfY7PZSEhI4A//8A+prq5GqVSSnp4uvgcSQZNaxZIQqKenh1AoRF1dnajELP3u3MwO5EYX54WFheuqNQ/S93C18PtKPlcTd1IlBPD5fCgUCrq7uyksLBQpIGvx2bz44ov89Kc/5cknn+To0aMfe/zChQv85V/+JS0tLcTGxvLss8/yj//4j+j1+lXftrvFQwK4RriXBPBW+b1rOZu3mi3gpTFuABqNRnje3Wvcq/fM5XIRExMjIsHm5uZ49tlnkclkjIyMsHXrViorK7FYLCKaLTU1FZ1OR2pqKnFxcbS2tvLKK6/Q0tJCJBLh0KFDmEwmRkdHKSsrw+Fw0NbWxu7du1m/fj0Wi4Xs7Gyqq6t59913hfI2NzcXvV5/XRXH5XIxMTHB6OioMEweGRkhPz8ftVrN1NQUBQUFdHZ2cuXKFQBqa2sZHx8XfnZ2ux2LxcKjjz7KwsK12LaSkhJiYmLwer2kpaXhcDhwOBzCzFqpVBKJRFAqlcTHx+N2u5HJZGi1Wq5cuSIEDkajUVwUHA4H0WiU3bt3MzMzg9lsJikpSVi5dHd343K5MBqNzM7OkpqaKpSvkUiEzs5O3G434XAYrVbJ3r0FXLhwgbg4J83No6Sk7MRuN9HfHwKuEZlAIMrERCITE4lcuQJ6vY516+zU1m7E4XCwdetWVCqV8BKcmJggPz+flJQUioqKCIVCzM7O8uSTT/If//Ef9PX1kZSUxIULFwgEAoTDYex2O36/n/z8fF566SU6OjqQyWRUV1cTDof59a9/TW9vL9nZ2QCMj49TWVlJV1cXjY2NlJWVCVImVUskU25JYV5YWMjXv/51Ll68iMlkYv/+/YTD4euO96U/y0nh8ouz3+8X5HGltrFECH+XCNODIEC53wbca7H+SlVCSfQE124+9u/fLxKPJPujuro6kV1+r9HU1MTPf/7zFZ0lrl69yp49eygvL+d//+//zejoKP/zf/5P+vv7RUb7g4yHBHCNcC+IUjQaZWFhQVy4VxJ5/C4QwKUkV5qBWgtfv7vdly1bttDe3k5HRweZmZlUVFSQnJzMH/3RH4l5MEnhOz09TWZmJt/+9rdxu92kpqaSmZlJW1sbv/71r9FoNMjlco4cOcJ/+2//jYSEBC5cuEAwGOSRRx6hoKCAv/iLv2BycpK4uDhUKhUNDQ1cuHABo9FIUVERw8PDRKNRduzYweDgIBcuXMDtduNwOBgfH6euro6cnBza29uFufPc3Byjo6Oo1WqCwSBjY2Ps3LmTaDQqRCbJyck0NzdTVVWFQqHA5XIB14ySGxsb0ev17N+/H7lczsaNG0lNTcViseBwOPD5fFitVtLT09mwYQNvvPEGmZmZTE1N4XA4eOyxx4BrBtparZbi4mIsFosgSgaDgcbGRiKRCHq9nrS0NObm5nC5XHg8HoLBICUlJYTDYeLj4ykrK6Orqwun00lvby8OhwOj0UhenoH//t8/w69+9R6Lizn09cmw2WIJBn8zOzg/byIS8RAMOnE4HMJ38dy5c+Tn52MwGMjKykKtVtPd3Q1AVVUV+/btIxQKsbCwwIYNG+ju7ubUqVMoFApmZ2fZvHkzX/rSlzAajRQWFjIzM0M0GuXUqVO89tprqFQqWltb2bBhAwqFQpDhpKQkjEYj0WiUUCh00zm+DRs2sHnzZnE+kKorUrVF+leCRN5uRAilH8kO5FbKzzsRl9wOfpdI5UPcHqRjTkr1iYmJ4YMPPuCjjz7i1KlTNDQ08IUvfAFAqOqfeuop/uAP/uCerB+NRvmzP/szvvrVr3Ly5MkbPuev/uqvSExM5MyZM6IlnZOTw4svvsiJEyfYt2/fPdmW1cJDAriKWN4Chk/elr2T/N61VueuZmtbqggtLi6u6v7cqwtMbW0tCQkJTE5Oiizdo0eP0tXVRVpaGvv37+fMmTM4nU6qqqro7Oykra2NRx99lCNHjtDd3U12djYulwuTyYRCoWBubg6dTofZbBbiC0lEMDAwIDz6bDYbi4uLrF+/Hr/fz5kzZ0hISKCnp4eenh7MZjPV1dXI5XIOHz58HQl79dVX6e/vJycnh3Xr1hEIBNDr9dfNhBmNRqH03bBhA8ePH2dw8Foax7p16zh37pwQlkSjUcbHxyktLeXVV19lYGBAtKYB9uzZw+DgIIFAgFAoxAcffCB89nQ6HQUFBZSWlmKxWBgZGcHj8YgEjUceeYSmpiZSU1NFa7q0tJTR0VFMJhNGo5HMzEy0Wi2nTp3i/PnzhEIhEcGmUqmEJ9+1KuEETmcnlZUFlJVFUKlymJxMoKdHxuyskeTkKc6dO49araahoQGVSkUoFLqu+vbNb36TCxcuoFAo2LZtG0qlkkAgQDAYpKGhQZC1rVu3Mjg4yIYNGygpKaGjo4Of/vSnzMzMkJOTg8lkIhKJUFJSQmdnJ6mpqezdu5f29na2bdvG/v37AbBarQSDQfLy8tBqtdcRwnA4TCAQEDOLEhGTqoQrtY2XE8LlZHDpd0Sq9i1v4UnrL51Dvlt/uPuthL3f5PP3oQJ4Myz1I6ypqaGmpoZgMEhqair/9E//xKVLl7h48SIXL17k0qVL94wAvvLKK3R1dfHmm29y4sSJjz3u8Xg4efIk3/nOd66bR3z++ef59re/zZEjRx4SwIe4hk9KAJerXu+H193NcC9PDivFuEknorW4ENyLNQoKCsSwfn19Pa+99hoKhYJLly6JFqhcLmdychKFQoFOp2PXrl1ChVpYWMibb77Jq6++itfrpba2FqVSydjYGDU1NSQnJzM4OMg///M/Mzg4SDgcZv369ezbt49gMEhGRgYul4upqSkmJyfJycnB7Xaj1WrZvXs3PT09YlukGUGDwcDWrVtxuVyEQiFMJhP9/f1CZBIMBqmoqCAzM5OhoSGRnNHX1ydaudLnFhcXh9PpxO12Mz8/j16vFyrj5ORkJiYmmJiYABBK7vz8fOLj4wmFQng8HrxeL++//z7Z2dno9XqGh4c5ePAg3d3d6PV6EhISaGxsFOKV/fv3c/HiRTIzM/F6vUxMTCCTyRgdHSUSiZCSksL4+DhFRUWMj48zOjoqYvcyMjLQ6XQkJyeTmJjIlStXcLnGSE2V8a1vvYDBsJF33rGzadMm+vr6OH/+PJOTkwwODlJZWcmnPvUp0tPTefrppwkEAhgMBo4fP867774LgFKppLKykpGREfH9l77DJ0+eZGJigszMTDo6OoRRt2QAXllZyYYNGwiFQoI8vfXWW7z77rtitu8P//APxRzo0vaZRN4lQia1jaUWr0QKpbbx0qrgjfzd4Np3dKUq4c3EJUurhJ9U+Xk/8CC0gH+fsdL1UsoBTklJ4ZlnnuGZZ565p+vOzc3x3e9+l7/6q78iNTX1hs9pb28nFAqxadOm636vUqlYv349LS0t93SbVgMPCeAq4m7m8qT5t0+S37vWLeC7tbe5VWt7rWZQboVAIMDZs2eZnZ2lsrKS4uLiW/7N9PQ0fr+f4uJi0X782te+xtzcHIODg+zbt4+tW7fi8XhQKpUUFRWRlJSEyWRCq9ViMplwOp00NjYyMjLC2NgY6enppKSkMDg4SFJSEjqdjp6eHp588kkyMjI4ceIEcrmcp59+mpGRERG7Fo1GMZlM1/nvSRVGt9uNwWAgGAwKxanRaGRubk4kVpw8eZLx8XHhbzc1NUVmZiZ+vx+Hw0FtbS3nzp3DYrGIjNv6+noqKiqYm5tjamqKQCDA4OCgqFouLi6SlpaGy+USZOTSpUvAb475jIwMLl++TENDA7Ozs/h8PsrLy+no6ODRRx9lZmaGcDiMz+fj5MmTopXucDgwm82ivT42NkZfX5+YZSsrK8NqtZKQkIDX62VqaopvfvObtLe3o1AoyM/Pp6PjEqWlpUQiEdra2vD7/UxPT4uKY1FREZs3b6anp4dXXnmF2dlZ6urqmJ6eBqCuro729nbWr18vhDKlpaWizR0IBJifn8fn8wmiuHv3bmw2G5mZmZSXl2O32zlz5gzRaJSNGzfy4YcfolKpMJlMXLp0iT179ggz7qXH81JCBlw3YC+RQglLCaFSqRTfh1AoJOLApCjD5VVCicDdibhkedbsUkK4WrFiD3FneNAqgEux2j6Af//3f49er+fb3/72is8ZHx8HrrWflyMtLY2GhoZV2757hYcEcI1wJ6RMmh0KhUKo1Wphe7Eaa90t7nYG8HZj3NbKb/Bma7zxxhu8/fbbhMNhzpw5w5//+Z9fpwBejnA4jNlsJjY2lt7eXnQ6HeXl5cTHx/Onf/qnIoljamqKH/zgB1gsFhITE3nhhRew2WzExsYK4njixAkikQgqlYqJiQkOHTqExWKhs7OTSCSC2WxGp9MJQiUlemRmZvLee+8RiUT4zGc+I+bkpHgzKW5sYmICq9VKdnY2OTk5NDY2kp+fz/j4ODqdjoWFBaLRKMFgELlcLhSoLpeLaDRKSkoKGo3mupZkSkoKU1NTnDlzBoVCwfbt27FarRiNRkwmE/Pz8/T29hKNRrHZbIyPj/PFL36RgYEB1q1bh1KpZGJiArPZTCAQYHR0FL1eT1dXF7W1tajVatHmbG5uJhqNkpycjMFgoKKigmPHjuH1enG73TidTjZt2sTo6Cjl5eU4nU4CgQDT09PU19cjl8vJzs7m0qVLlJSUYDKZyMzMpKmpiaamJhYXF/H7/axfvx673U5sbCzBYBCLxYLX6+XIkSMMDw+TmJjI8ePH2bRpE6FQiK6uLnQ6HSUlJXzuc59jenqahIQE1Go1b731Fm1tbUxMTBCNRtm/fz9btmxBr9dTWVkJXFM//uhHPxLzhe3t7chkMlEpV6lUQv1/K0it2OWETCKES9vGEqkLh8PIZDL0er0Q8iytDkqvsfQ7tJQM3kpccjuehPe7EvawBXt/bWhuBK/Xi9lsvq2/l47pW0Gab+3r6+Of//mfxSzuSpCKMzdKI9FoNOLxBxkPCeAa4XZImaR6utv83rWeAfwkkLJiJXHHrVrba0EAb4W2tjaMRiPZ2dl0dHQwMjJyQwLo8/lwuVyo1WpKS0v5zne+w9jYGLGxsZSXl9Pa2kpraysmk0mkP/T09FBUVERfXx/Hjh0TFa7e3l5SUlIIBoOYzWa2bt1KZ2cn5eXlJCUlcfbsWeEF5/P5cDgcJCUlCfsWaVYmJiZG2KRIfoIGg4EnnniCyclJdu7cSTAYZGFhgdzcXKF0NZlMPPvss3z00UdkZmaKODWPx0NiYqKwhdm2bRsajYaUlBSysrKw2Wz09/djtVrF++JwONBoNITD4evm8QYGBti9ezejo6P4fD5kMhkffPABoVBItIBzc3MpKSlBrVZjt9vp7OxkZmYGm83G9u3bCYfDpKSkEBMTg8ViEarmSCRCVlYWZrOZ2tpapqammJ6eZmFhga6uLtGCjIuLo6SkhIaGBtRqtYiMS0pKIhQKsXv3btrb2ykvLyc2NpZjx47h8XiIRqO8/PLLwkDaaDTicrnYtGkTBQUF2O12EQ/ocDjo6OhAqVSSmprKO++8g06no6KiArlczuc///mPWUfMzMxgt9vJyclBLpczPT3NM888Q319PcFgkCeeeILMzEwCgQBTU1NiBvJ2sBIhk9rFUqVPqtDfqEooPWepuET6kXAzcclKbeOl1UpA2ArdTazYJ8H99uG7n7jf51tpG1ZqAd9ODnB9fT27d+++rbWkc/C3vvUttm/fzuHDh2/6fMl4/UYE0+/3r5pjxb3EQwK4iriTFvDtVsLuZO0HsQIoVZHm5+eBe2/ofDe41b5IebCdnZ3Ex8ff8A60u7ubl19+GZfLRU1NDS+99BKVlZVUVlbi9XoZHBzke9/7Hk6nE5nsWg6v2WxGJpPhdrsJBoNotVr27t1Leno6DoeDvLw82tra+NGPfkRbWxvr1q0jKyuL8+fPk5ubS35+Pr29vdTX12Oz2RgbG0Ov1/Pkk0/idDqFHYzdbufs2bMiz3Z2dla0YltbW5HJZBQUFDA9PU0oFBLbbLVaUalUNDY2cvnyZbKyspDJZKSnp1NbWysUqhkZGVitVnp6eqitrUWj0YjqpMfjYXFxkezsbDo7O4Frfn6VlZW0tLTQ29sr1Mf9/f0EAgFBFnt7e1EqlTQ3N6PVaiktLcVut7N9+3amp6dFUsovf/lLnE6naJtLuco5OTlcvXqVlpYWEc22YcMGgsEgOp0Oi8XC3Nwck5OTwoqmoKAAv9/Ptm3bxJC55PX3hS98ga6uLpKTkzEajTQ0NCCXyxkeHmZycpI9e/ZQVVWFXq8XF7DZ2Vn+5V/+hZ6eHgDWr18vLC+Wzt0tR2JioiDdAOXl5ezbt0/Yuuj1etxuNz/84Q8ZGBggKSmJF154QcygfpLjXxJc6XQ6FArFim3jpcKSpW3jpSRwJXHJrdrGEqLRKPPz84Ik3ixW7HfNk/D3vQJ4s/2/3RZwaWkpP/vZz25rvbS0NE6dOsWxY8f41a9+hcViEY9JXTlpZMRoNIrWr9QKXorx8fHbqlDebzwkgGuM5Sf5O62E3S4eRAJ4NzFuD0IF8POf/zzx8fE4nU42bNhAfn4+V69exeFwkJ+fj9ls5vXXX8disZCZmcmlS5eora1l69athMNh5HI5NptNqFbtdjsdHR0cPHiQjRs30tfXR1VVFc888wwymYy0tDRyc3MxGo0iHsxkMhEOh2lpacHhcDA4OMj8/DxarVaoRvPy8hgdHaWuro7BwUFef/11/H4/dXV1uFwuZDKZWL+/v5+amhpcLpcQk0SjUbxeLxkZGQBMTU3hdDrR6XREIhHUajW5ubkoFAo6OzuF1culS5fIy8sDrn1eKSkpqFQqhoeHUSgU7N27F7lczqOPPkpqairDw8M4nU5h0aLRaIiNjSUQCJCYmCjIyODgoKioKpVK1q9fz4kTJ+js7GR+fp78/Hzq6up47733MJvNaLVaGhoa0Gg0tLe309fXR0ZGBlNTU+zatQubzUZiYiJms5kjR44wNzcnqlG5ubmi8tjV1UVFRQWBQIAjR46QmJiI3W6nvr4erVaL1WpFr9djs9nIycmhoKAAhULB5z73OTQaDW+88QYXL14kLS2NDRs2MDAwQH5+PnNzc4yPj7N9+3YaGhqQyWTs37+flJQUcT6QUlnUarVQGEejUerq6kTlQcLly5dpbW0lOzsbq9XK8ePH75gASq0yaQ53qdn6SnN8oVDoOnW+pApeSgxXEpfcSdsYrpHNmJiYmxoGS5/hUkL40ILmk+N+n29vBkkEciukpqby/PPP3/brSi4Fn/70pz/2mN1uJzc3l//zf/4Pf/Znf0ZFRQVKpZLGxkY++9nPiuctLi5y9epVnnvuudte937hIQFcIyw/iUgXN8nkeDUqYQ8KAVwuaFmaWnIv17lb3GoNg8Fw3YnhzJkz/PznPxfZvC+++CLRaFQomJdac0jze0VFRSQnJws/v5ycHGJiYnjhhRfwer2YTCbkcjn/+q//SlNTE3q9ni9/+ctMTU2h1Wqpra29rtrn8/no6+vjqaeeIj09nbNnz6JWqzGZTCLGTa/XExcXh8/nIz8/H5/PR09Pj1C+Wq1Wtm7dSkxMDBMTEzgcDnp6erhw4QIGg4EtW7Zgt9vZuHEjsbGx2O12vF4v4XCY6elp4uLiyM/Pp6+vT4gFJGKQnp5OXFycMJH2eDy0tLQwNjZGfn4+ly9fBiArK4tgMIjX60WhUDA1NUU4HKaiooLExERGR0fZtWsX7e3t2Gw2LBYLQ0NDou3a399PQkKCICpShTUpKYlAIEBVVRUdHR20tbVht9spKiriueee4/Tp02RnZ5OYmCgyeltaWhgcHKSuro6qqirUajUtLS2UlZUxNDTEqVOn0Gg04jOR7H7C4TA2m43JyUmmpqZ4++23BVGcm5sTIpBwOExVVRVf+tKX2LVrFzKZjIyMDJxOJ//2b/+G1WqlsLCQP/iDPyA2Npbk5GQ+9alP3fS4hd+0UO/0HCIJaCRjebVafVOLKakFrFarryN0UpzhUrXxjaqEN2obS98VCUvbxkv3cWnbWPqsV9OT8EEgQb+vBFTC3bSA7xR79uzhrbfeuu530WiUl156iZycHP76r/9a5L2bTCb27t3Lv//7v/M3f/M3wgrmlVdeYX5+ns997nP3fPvuNR4SwFXESi3gcDjM/Pw8oVBo1aLN1vqksdKFZy329X6hpaUFv99PYWEh3d3d2O12PvWpT/Gzn/2MiYkJqqurKS8vF3YcUuXsmrr0mqnx2NgYw8PDOBwO4FprsL+/nw8//JD4+Hjsdjuvv/46zz77LCaTifb29uvSXz7zmc/Q3t5OcXExVVVVvP322/T19YmoN6kVkZ2dTX9/P5FIhPT0dFwuF3q9nscee4x33nmHlpYWNBoNZWVlNDQ0sLi4SHJyMh6Ph8HBQdatW8fbb79NNBplz549zM7OIpPJOHToEJ2dnUxOTqJSqbh69SrhcJgNGzZgMBhISEiguLiY4eFh0XoOh8OiwihFi7ndbiKRCOXl5YTDYUpLS4W/oF6vp6enh/Pnz2M0GllYWCAmJobk5GThtzcwMCAi69LT09myZQv9/f1s2bKFtrY2srOz0Wq1oh00MzPDuXPn0Ol0eL1e5HI54+PjGI1GcnJy8Pv97NmzR8xZOhwOMRMI18yec3NzCYfD1NTU8P7779PX14dOp+PVV1+ltrZWtLy9Xi/RaJRvfvOb1NfXo9PpeOqpp5DL5cLAWqFQcPbsWRobG0lPT+fChQsUFhZy8ODBWx6HtbW1XL16lb6+PnJzc3n88cdv6/iVxjEkz01J6HEnWErIpJu65WTM7/eL5y8lhLfjSSgRMEmMcqP4uVt5Ei4Vl9ytJ+Fa4n6Tz/vdgl5p/6UOxWqogLOyssjKyvrY77/1rW+Rmpr6MbuZf/iHf2Dbtm3s3LmTF198kbGxMf7X//pfPP7448Kz80HGQwK4xpCqfsvze+811rIFfCNEox83dP4kgpal69zvCuBSSF55Pp+P0dFRDAYDycnJ1NTUkJGRgdvtJj09nYWFBf7v//2/WK1WKisr+eIXv8jk5CSFhYVkZWXR3d3ND3/4Q5Fzu23bNurq6sRFKhQKEQgEyMnJ4fnnn2d0dJS0tDQAent7OX78OFqtlvT0dEZGRkhKSmLjxo1YrVbOnTvH9PQ0jY2NNDc3s2PHDhYXFyktLSUvL08IKfr7+8W8S0pKCmazWSSwxMTEsLCwwPT0NElJSUIkoFarsVqt9PX1odfr0Wg0BINBMfsnXfTdbjdvvPEGGRkZ7Nq1i+PHj7N//34mJydxOp1s3bqVd955B7/fT2xsLLt37+bKlSvExcWh0WjweDw0NjbicrmElY1kseL1eolEImRmZtLX10dycjK5ubmCUPX19XHx4kV0Oh3FxcXs2LGDkpISKioqsFgsXLp0ibm5OaxWqxCvhMNh0tPT6ezsxOv10tTUxDvvvENSUhJOp5Pi4mK8Xi92u51AIEBubi5f+tKXcLlczM/PU1tbS2dnJy6XC6vVyvDwMKWlpSK2b/369eIYOnv2LK+88gpzc3NkZWWRkZEhBCnS698OTCYT3/rWt5iensZkMt1WBqkkOJPGMSTPzXuBldTGK7WNbxRlJx1n0nEkRRnerbhEqsbfiSfhg0oQ1wIPggL4ftjALMdK70NNTQ0nT57ku9/9Lt/5zneIjY3lhRde4H/8j/+xZtt2N3hIANcI0gknFApdZ3K8WlhrAri0AnirrOJPivt9Ryxtg0Rsn3jiCRQKBWNjY1RVVVFbW4vNZhNVKJ1Ox9tvv81HH31EcnIyJ06cIDk5WcxqDQwMoFarmZ6eprCwkEAgQGdnJ4cPHyY7O1ukY5SXl2MwGNiwYQPV1dVEIhHGx8eRyWQsLi6iUqmwWCzo9Xqmp6fFrNTw8DCBQIANGzYwPj5OTk4OxcXFXLhwga6uLlGBm5mZoaioCI/Hw8jICHV1dQCMjY0RFxdHXV0dDQ0NFBcXi7vvxsZGxsbGWFxcRKfTCRPokZER1Go1KSkpdHZ2otPpKCsrE7FsCoWCo0ePEg6H2bNnj0jlePzxxxkbG8Pn8+Hz+WhpaUGv1/P444/T0dFBYmKisCUxmUyiYqrX60U2rtVqxev14nK5WFxcZHFxkWAwSFxcHBaLhZSUFGZmZjh+/DiJiYli1q+oqIjp6Wkee+wx3n33Xd5//30UCgWnT59m06ZNeDweysrKGBkZQa/X8/TTT/PBBx+g1Wp59tln0Wq1xMfHAwiTa5lMRn5+PlNTU+zYsYOdO3cyOTnJr3/9azweDzt27ODixYsEg0HKy8vp7OykrKwMs9nM0NAQ+fn5wmD2dioxMTExtz10Lg20S0KPu7kxux3cqG28dDziRvYvEmFbOo94L8QlNyKlkUhkRU/C+3nOeVArcGuNtWwBr4Th4eEVH5NmeX8b8ZAAriIkEiaZHMM1l/C1kIcvnbVZ7XXgN3fZko3NzbKKP+k697sCuDypJD4+nq9+9ati3/v7+/ne974nzJK/8Y1vMDc3h1wuF+3cQCDA888/L9qwBQUFvPPOO8JkuLS0lISEBKLRKLm5uSQmJmKxWHjzzTe5evUq0WiUQ4cOifdd8vO7cuUKGo0Gl8uF3W6nsrKS8vJy+vv7SU5OJhgMYjAYxAVWqhJJM4cWiwW5XE5xcTFut5uNGzei1WqZnZ0lPT2dsbEx3n//fVQqFYcPHxbtzrKyMgYHB+nt7RUtbblczpYtW4RgJDU1Fbvdft3clkajEUrwhYUFent7xQyiz+djy5YtTExMkJubi9Pp5OrVq3g8HuLi4ti7dy9DQ0McOHCAmZkZZmZm8Pv9NDU1EQqFSExMxOfzkZ6eTiAQQC6X4yIW49oAACAASURBVPP5uHjxoqgKpaWlodVqmZycFAkdVVVVWCwW3G63EMlIYpuxsTGys7MpLy+nurqaqqoqVCoVCoWC8+fPc+nSJVwuF263m4yMDKLRKMXFxSIBBeAXv/gFjY2NqNVqBgcHycnJERXkmJgYysrKePLJJ4WBdUJCAh999BFHjx5FqVTymc98RvgDfhLcTOixlpAI2dLuh0QIl0bIwbXWrzQmsHSWELhOVHIvPQmlCqG0HZIljlQhfJCTS+41HoQK4HJINzDS9+ohPjkeEsBVhJTXKt1pBwKBNftCrbVqVkoMuFc2NsuxVvtzozVuRmyXzi01Nzdjs9morKyks7OTxsZGNm/eTHNzMz09PeTn57N161bi4uKuGxC22+189NFHQgRhtVpxOp3Atfxdu93O0aNHBXl59dVXefHFFzGZTJw9e1aICqampjhw4AA2mw2tVsv69et5/fXXOX78OLGxsWRlZTEyMkJKSgolJSW0t7fj9/tJT0/H6/WiVCrZuXMnRqNRiFlCoZDwPJSMpjs7O6msrOTSpUt0dnai0WjQ6/WMjIzw1FNPMTU1JUhwQ0MDgUCArKwsMfKwc+dOlEolDoeD3t5e/H4/k5OTFBcXU1hYKCLoJAKZnZ1NUlISaWlpouLX29srRCoJCQm4XC7i4+MJh8NC8TszMyNa62VlZbjdburq6piamkIul/PZz36Wv/u7v2NsbIzk5GTefvttYmNj0Wg0Yi5RIsAOh4OKigoOHz6M0+nk5MmT+P1+Nm3axLFjx1hYWGD37t309fWxf/9+2tra6OzsJC0tjcrKSsLhMHa7neTkZFJTU+nu7uazn/0sBoOBsbExNm/eLMyjpW0PBoP8+7//u5ib/MUvfsHf/u3f3laLdznuROhxvyDNJMrlctEhuVGU3fK28Wp4Ekqv4/P5RPt5ubhktT0J77cH4f2uAK5UAZW8RyXj5of45HhIAFcR0mC0dEGRZpjWAmtNACWvrntZ9Vtr3Og9W1r1W0psl7agpGgxo9GIXC5nYmJCkJf8/Hz+/M//HI/HQ3Z2NnFxcbz55pu0tbWRl5fH4cOHcbvd5OfnU1xcTHt7O0eOHGFiYoLBwUHGx8c5cOAAIyMjgpgtLCxgNBrR6/X4/X6USqW4sLe3txMIBNi+fTtzc3NoNBrRxvzoo48wGo20tbXR1tYm2s5xcXF87Wtfw2KxoFKpyM7Oxm6309fXR0lJCQaDgVAoRHp6OjMzM8zPz5ORkUF8fLz4/6ZNm7hy5Qpnz54FrgkTzpw5g1KpRK/Xi1k7gA8//BCtVsuuXbsYHR1l/fr1ggitW7eOhYUFTp8+jU6nw+FwEIlEWLduHWVlZXR1ddHU1CQi1GJjY6mpqeHUqVNEIhHm5uZYWFggOzubmZkZysrK8Pl8ZGdnMzIywquvvgog1MV5eXkUFRURHx9PR0cHGo0Gu92Ow+GgqKiIhYUFqqqq6O3tFRf6n/3sZ1y5cgWZTEZ3d7ewrpmZmSEmJoaCggK2bdvG5OSkSFa5evWqyA9OTU2loqKC6urq60xqA4EAP/jBD2hubkatVlNXV8f8/DxpaWksLi7i9XqFRczt4l4IPVYb0jEtCcWW3jwuj7K7UdsYVo6y+6RtY/hNxVCKKJRu9qRK4c08CR9kccmd4EHcB6/Xi8Fg+J0RE95PPFhngt8xSCdcCWvVll0rLC4uijbevZz1uxHWugV8u1U/+E1VYceOHYyOjtLZ2cnWrVvZvn27uCjl5eURHx9PfX09b7zxBhqNhu7ubnQ6HampqQSDQYaHh1GpVHR3d2M2m8nPz8disXDgwAHq6+t57bXX8Pv9bNmyBblcjt/v55FHHiEmJga73Y5SqcRut4tBeklAolarUalUeL1eHA4H6enpwjuwqqqKM2fOUF9fj0KhYP/+/bS2tlJQUEBSUhJTU1MkJyej1Wrp7e1FpVLxxBNPMD09zfbt28nMzKSjowO73U5vb69QA5eUlIioMp1Ox9zcHENDQ3i9XjIzM/H5fGRmZuJ2uzl37hxwzWhbr9eTkJBAeno64XCYjo4OMjIy6O/vp7e3l02bNuHz+SgqKiIxMZG+vj4qKyu5ePHiddFMjzzyCOfOnSM/P5+hoSGuXLlCIBDA6/Wi0+kIBoO88cYbYu4yPj5epE3s3buX3t5eduzYQXd3NydOnBAilIsXLzIyMoLZbEav1zM0NMSuXbuIRqM4nU6efPJJHnnkEUKhkIhps1qtvPzyywSDQfR6PbGxsbz44oskJCRcd/z19/fT3NxMRkYGLpeLq1evUl5eTktLCzKZjMcee4zExMTbPp5XU+hxr3An84hyufxjbeOVouyW5govbfXeSdt4+flGahsvXX+1PQkfVgBvXAE0Go0P3LH824iHBHCVsZRUrGVVbjXXWm5eLV3sfhdELXDtoiQpTG9U9ZPI3/KTuk6n48tf/jJ+vx+1Wk0oFOKHP/wh3d3dmEwmvva1r4nWXklJCd3d3UxNTfHlL3+ZQCCAxWKhoqKCpqYment7gWtxQyaTCY1GQ1JSEvHx8fh8Pq5evcrU1BSNjY3Ex8dTVlbG3Nwcu3fvRqFQMDo6SldXF729vUxPT2MwGKisrMTlclFWViaIu2Qq7PV60ev1ot02PT0t3u+pqSkKCgrIysoSxsvBYJD6+npaWlooKSnBYrHg8/morq7GbrczNDREYWGhUBpLApS+vj42bdrE0NAQIyMj9Pf3Y7PZxLbMzMwQiURwOByoVCpMJhNDQ0OUl5eLHN3U1FQ++OADZmZmSE5OJikpiZSUFB577DHMZjMDAwOMjIxgt9uxWCyUlZUhk8nIzMwU3n16vZ6LFy+iVCoJBoMEAgG2bNlCb28vHo+HhYUFVCoVhw4doq+vj7S0NJRKJb/85S+Znp4Wub+VlZVs27aNAwcOsLi4iFqtxufz8fLLL9Pe3o5er+fRRx9lYWGBgoICkpOTxffF4/F8TAEbExMjqqyJiYm89NJLovpYUVHB4uIi7777LgMDA5SWlnLgwIEbkqalxEqr1a6a28Anxb2YR1xpjm9plXCpJ+HtRtlJ84jS8S8RvJu1jW8kLlnuSbhUXHI7beP7TcDg/lcAVxKArKUC+HcZDwngGuJ+EMB7OUcSjX7cvFqpVIo5q98FhMNhcWG+naqfBKnNFo1GMRgMqFQqGhoauHLlCuvWrWN0dJT333+fQ4cOkZKSQkdHB7GxsVRXV2MwGPjKV74iXis2Npb6+npmZmbIy8vD7/eLu96ioiJ6e3v58MMPCYVC4kT4xBNP8OGHH9Le3k44HCYnJ4czZ84gk8kwm834fD56e3sxGAycOHEChULBpz/9aebm5tBqtRw+fJjBwUFhVGyz2bBarWzYsIGkpCRkMhmFhYVCpOFyuURUm0qlIjMzE7lczsDAAJFIhKSkJFQqFVu3bhXqT7lcTnd3N2fOnMFoNHLo0CFmZmbE3y4sLNDa2srs7CxDQ0PEx8eze/duzp07R2pqqvgMtm/fzrFjx0RFq76+nmg0ytDQEDMzM8jlcsbGxqirq2N0dJTMzEySk5N57733hEVMeno6MTExpKens3HjRrq6ukTbXHrfLly4QGxsrIh9kkyspYqoXq/n61//OnFxcXR0dGC1WklLSyMcDtPY2EhmZqYQ6BQVFdHV1YVcLmfnzp2kpqYKsiLZoqSmprJv3z7OnTuH2Wzmueeew2AwCDUwwPHjx/nP//xPNBoNbW1tGAyG69rID4rQ42aQbiDv9Tzijeb4llbnlkfZLfUjXN42XmpBI6nPl66zUtv4ZuKSlRTPD6on4YM6gzg3NycEbQ9xd3hIANcQa00A7yWWxrgtNXRe2jJdTaz2e7d0yPxWs35L39tIJILf7ycYDKJUKtFqtdepDmUy2XVB9sXFxXz729/GYrGQmppKWVkZra2ttLS0CIWr1+vFbDaLVuQHH3zA0NAQvb29DA8Ps3v3bnw+H2lpaWzatImuri7i4+NJT0+nvr6eSCQi8nqXXmyki+C6deuQyWQiLcNisdDS0oLJZKK6uhqLxcL+/fuFaCApKQm32y3WOXToEN3d3VRXV6PRaJicnCQpKYmkpCSRQ/zEE0/Q0tIiKlAKhYL6+npRaZRa3lqtloGBAaLRKDk5OTgcDkwmE88++yxdXV0Eg0GsVitnzpwhJiaGgwcP4vf7SUxMpLy8HJvNRmNjo6ja+nw+Dhw4IF5TunA//fTTnD9/ntLSUgDi4+ORy+WiglpYWEh5ebloVUuk8OjRo4yPj4u2vMlkIj8/H7VajdPpxGAw0NbWxg9+8APcbjc6nY5t27Yhl8sJBoNidvSP//iPaW1tRaVSsWnTJoLBIMeOHWNycpKKigrq6uoIh8M888wz7Nq1S1iWSAPvElmRLGYKCgpob28XYiH47RB6SDdKwJrMI67kSSh9F27kSShVACUCLf3draLsbkdccjNPQri+dR2JRO7753e/CeCN1pcI4EPcPR4SwFXG/WwBw93fxUkVhYWFBWQy2Yrm1WtBAKV17uVJaalNj/S6Ulv0Tqp+Wq32Y23wmpoa6urq6OjoYN26dTz99NMAZGRkkJ2djVKpZHh4mB//+Mc4nU4xRyY9JsWhDQ8P4/F4qKurw2q1smXLFvx+Pz/60Y+4ePEi2dnZpKamMj4+zubNmzGbzXR1dZGXl8eFCxdwu90kJSVx4MABzp8/T25uLgB+v59jx44xMTFBIBDA7/czPz+PUqmkp6cHgOLiYux2O3FxceTk5Ijt1Ov1nD59GplMxtatW3G73WRmZnLgwAH6+vrweDzCGkcul/P000+L+cDk5GSmpqaIRCKYzWYmJyeJRqMUFBSQk5NDU1MTdrsdtVpNa2srwWCQ2NhYFAqFaBs7HA7hZZiTk8Ps7CyHDx+mra2N4uJiVCoVv/rVr4TIxWq1EhsbS0FBAcFgkL6+PtRqNRqNhsXFRfbt20dmZiYLCwt4vV66urpwu90sLi5SVVWF1WolOTmZvLw8mpubGRsbIzY2lsuXLxONRnG73VRWVtLV1UUgEGDHjh00NzdjNpv59Kc/TUJCAnV1dWI84PXXX+ett95CqVTS1NSE0WikurpaHH8rpWnk/Fd0YGtrK/Hx8RQVFf3WCD38fr8YG1l6o7SWuFmFbrkFTSQSwefzfUxtLD22vG18u2pj6Xe340kIiGrujVJQVhMPQgv6RlhrD8DfZTxYZ4nfcawWibnVWp8US2Pc1Gr1DU/a0gntQT1Z3AzBYJD5+Xkx6yeR3bup+i2FTqfjj/7oj5iensZoNKLVann//fdF+/K5557D6/XidDqpqKhgbGyMvr4+vvCFLzAyMkJ7ezvbt28H4Pz582ItqUKp0WjIyspCoVDQ1dUFICxbMjMzmZmZYePGjSQkJDA1NUVKSgrDw8N0dHSgUql4+umnGRkZQaPRUFRUhMViYWRkBKVSic1mQyaTsXnzZmJiYsTFW/LUC4VCJCcni4zjuLg4XC4XJ0+eRKvV4vP5mJycZP/+/TgcDvx+Pzt37uTUqVN0d3djNBrZuHEj3d3dPP3006L13tXVJeYJExIS0Ov111VRwuGwaM1KAhOz2Uxzc7N4XZlMRmlpKRkZGZSVlWGxWDh9+jQ2m02ILOLj4zEajSK5w2g00tvby6VLl0S7vKamhvn5eWQyGSaTiYSEBL75zW/yD//wD7hcLsxmM2+99RYpKSnYbDbRpl+3bh0HDx5kenoavV6PXq+no6ODV155Ba/XS11dnbDVycvLo6Ojg8nJyeuOnZUqV9u3b8dgMGC32wX59Xg8wLXqkVRtfZAgeflFIhE0Gs09zzy/G0jH1tI5P+kGUKoSrhRlt5wQLr1hvJHaWCJ+t9s2ltZdqW282p6ED0IL+GEFcHXxkACuIdaSAEr4JMRMulu/VzFu9wL38r1bWvVTKpUYjUYUCgV+v/+uq37LoVAoSE1NBa65yb/55pvIZDKmp6d59dVXeemll0hJSaG9vR2FQsG2bdvQ6XR8/etfF22orq4u3n33XTo6OoiPj0elUuF0OomPj6eyspKOjg6ampoYHx8nGAzidDp54okncLvdjI6Oirm4pqYmxsbGMBqNhEIhLBYLpaWlXLp0idbWVkFeent7efLJJ5mfn2d6ehqHw0FHR4cgZV/5ylfw+XzU1NSIi7uUzCHZlOTl5dHa2orFYmFhYQGz2UwoFCI/Px+5XC5sZZqamjh+/DhGo5HNmzczMDBAXFwcmZmZQqgC17J71Wo1OTk5AKSmppKQkEBfXx9dXV3Mzs4yMzNDfHw8jY2NlJaWsrCwwOjoqFD6Sn6CMpmM3bt3c+rUKd555x2USiXj4+PMzc3hdDo5ePAg3d3dlJeXo1AoaGtrIz4+nsOHD5OUlERCQgJZWVkUFhby4YcfMj4+jkqlYmZmhj179rBv3z5CoRBjY2NEIhHKysr4f//v/2Gz2UhISODEiROiDdze3k5SUpLYr5WwlCRs2bLluqqf9LiUsbxc8HC/jIuXVyYNBsMDR05vVpm82yi75dXBO/UklH6v0WiuUxsvF5csVRuvlifh/cJDEcjq4iEBXGUsPYDvRVXuk6x7J1iednE71hFrWQG823WWVv10Op2Yk5Lu2gHR9ll+h387Vb+bwe/3EwgESE9PF5W09PR0/viP/5i2tjaMRiM7d+5kZmaG5uZmFAoFmzdvZmFhgbi4OPLy8pibmxOiCIvFwvDwMBUVFUKQIUWnGQwGMjMzeeedd/B4POTl5Yl9jIuLw+v1ChGJJBJJSUnhkUceoaWlhWPHjglj6OPHj6NSqUhNTcXpdNLf308kEuG9994jJiaGT3/604yPj5OXl0dOTg6dnZ0YDAa0Wi2tra3ExMSQkJCA3+8nJiaGdevWYbfbxetIPnfl5eU4nU6hHJbylWUyGTU1NTidTkwmEyMjI8I4Ozs7m4SEBBITE9FoNBiNRqxWKzMzM3g8HiYmJqiuriYxMVF8bvPz8+zZs0f4LKakpHDy5ElycnIYHx9ndnYWrVZLSkoKzz77LA6HA41GQ3JyMn19ffT39wtyq1ariY+PZ/369bS3t1NYWIhKpeInP/nJdZ6IPp+PmJgY9Ho9TqeTLVu2UF1djcvloqioSFRgW1pa0Gq17NixY0W/v5WEHrcjeJD+XW2S8NtgQbNUjHKzyuRS8i1F2d1K2LFSlfBOPQmlv5WqfSuJS5a2r6Xn3o24ZCULlrXEzSqAD1vA9wYPCeAa4n4QwNtd62a+d7ez1lrNAH5SrFT1kx4Lh8PiBLv0hC6dTKU77tup+q2E/Px8Nm7cSFNTEzExMTz++OPodDqKi4spLi4GrpHPH/zgB7S3twPQ2tpKXV2dEN54vV6mpqawWq3k5ubicDjIzc1lw4YNnD59WmTUpqSkYLVayc/Pp6CgQCiAY2JisFgsaDQa6urqWFhYoLq6mszMTLq6uujv76e7uxuHw4FSqcTtdqNSqYSnoEwmY3Z2llAoRHFxMV6vFwCDwUBDQwNnzpyhoKAAuVxOOBzm4MGDLCwsMDY2hlqtxmazMTAwQFFREUlJSSiVSmpra+nu7kYul1NeXk5TUxMLCwskJCRQW1vLr371KyGGmJycxOVyiTlU6YbF4XDg8XhYXFwU7e+DBw8yOjqKyWTi0Ucf5Uc/+hFjY2Okp6czMDCATqejoKCAvLw8Ll68yPT0tMhZfvTRRzl06BByuZyZmRngWmzea6+9RjAYpKKigtnZWXbu3El7ezttbW3ExsYKq5nm5mZSUlJQKpW0trZy4MABTp8+zcTEBJs2baKyslKMHchkMhwOB9/73vewWq3I5XKsVivf+MY3PnYM3UzocSvBw4188iSici9nyx50Cxq4diMozTXf6czkjdTGknBk+cwmfPy9vh1PQun3UjURPh5ldzNxydIqoUQol7aOHzQyfiOsRADn5+dJSkq6D1v0u4eHBHAN8aASwOWzcJ8kxm0tRSB3iltV/aQT8NKMXMkKYnFx8bp2i9/vJxQKXXfhvN33KiYmhm984xvs2bNHpIRYrVbeffddAoEAe/fuRa/X09/fT05ODouLiyIybOfOnVy5coW0tDRKS0s5efIkxcXFxMTEiLzZpW2jiYkJoVSV9i0YDJKbm0thYSFzc3MUFRXh8Xj46U9/yvnz54XgY6mf38DAAHv37uWjjz5iYmKCzMxM6urqGBwcJCsrC7fbjdvtpqmpibm5OaLRKCMjI6JV1tHRgUwmE5XByspKotEoCoWCsrIyGhoaOHr0KCaT6f9n77yj4yrPrf+b0RRpRmU0kkZdVu+WLEuWm2zccAUXIBQTm1BMyCUhgVySlYRkJdwEbrKyQm5yIYHQbkJsmukYjI2xjavkpjrqvY66NCojTfn+8HdOxoOqLY1kor1WVhbSWOedM2fes89+nmdv/P39KS0tJTMzk9DQUIqLiykrK6Orq4vKykoCAgLYuHEjDQ0NKBQKFAoFXl5eqFQqUc10c3MjLi6OU6dOcfjwYSQSCUuXLmXRokXs379fVArffvttTCYTly5doqioiMDAQIaHh1mzZg01NTWEhYWhUql4+eWXRaPqFStWiEbSgYGBVFVVsXLlSjIzM2lpaSEqKooFCxZQUlJCa2srPT096HQ6fHx8WLVqFcuXL8doNDJv3jxcXFx47733OHXqFAEBAWIPaHJyMgaDAb1ez9DQkEiermbQY7TesonEq10NSbgeLGgcS75TZV4vkUiQy+Wj+gFOJspOeNgS/q6jl+DVDJeMllwyWtl4NiiAo6Gnp2euBDxFmCOA04yZLgGPdayxVLGrOdZsgzDFN5bqN1qvn6CYAGJjvf3N0773yn4zH6+8plQqSUpKAi4nqbz88sui0W9NTQ0PP/wwWq2WmpoarFYr0dHR+Pj4cP/997Nt2zbUajU9PT0cPnyYt956CxcXF1JSUsRYtGXLllFTU0Npaamo4BkMBtavX09UVBTZ2dmiB53FYqG3txdvb28CAgJwcXER4+yKi4ux2WykpaXR1tbG6tWrUavVdHd3I5FIKCsrE+Pa/uM//oOTJ0/i5+eHt7c39fX1FBYWMjAwQG1trZgekpeXR1tbG0qlEl9fX9RqNa6urgQHByORSCgoKECpVFJUVERlZSXBwcHU1taSmJiIWq2mvr6euLg4cnJy0Ov1WK1WfHx8iImJoaGhgaSkJPLz8yktLcVoNFJVVYVMJiM0NJTz58+LObMSiYSamhrUajVJSUkYDAYWLlxIdXU1OTk5GI1GwsPDqampIScnBz8/P2w2Gzk5OWzYsIFDhw5RW1tLamoq8+fPv6JU29rayssvv0xfXx+tra2oVCoeffTRrygW58+f591338XV1ZWamhoGBwfR6XTo9XosFgvLli274kY+FeXUkZSr0eLVJntdT5e331TCmcMoI5FvR5VwpMEOiUTC4OAgEokElUol7jtXE2U31sSz8LmP5kk4G4b6RlMA56aApw5zBNCJcCYBFDDasYQYN5vNdoUqdjVwZgl4oscRDKvHU/0mM+Hr6Pg/Wslnov1WAkkIDAxEpVLR0NCAzWbj/vvvF/vuNm/ejFKppKKigoGBAaKjo0W1Yd68ecjlcurq6sjIyMBoNHLw4EH8/f2JiooiLy+PjRs30tTUhMViIT4+ns7OTgoLC9FoNOh0OkpKSpg3b56ouKnVavz9/amvr8fd3Z2tW7dy4cIFmpubUalUuLu7c/LkSbq7u/Hz86O3t1ccsPjyyy9pamoiODgYpVKJi4sL27dvp7Kykr6+Ppqbm7lw4QIAGRkZ4s0tNTWVzs5OysrKAMQp4uDgYDw9Pbl06ZJ4/ODgYDQaDQsWLEAikeDq6orNZqOwsBC9Xk9UVBQ2m000blapVAwMDPDxxx/T1tZGQ0MDvr6+JCYm0t3dTWRkJMPDw8yfP5/U1FSee+45ZDIZer2ed999F4PBQHV1NT4+Puh0OlavXi2e68jISNFu5ty5c4SGhhIfH09dXZ2YBSyXy0V7F3sYjUZMJpOYqmI2m3nwwQc5c+YM7u7u3HjjjQDiuY+MjCQyMnLKy6njxauNVcoUvhfO9va7GgwNDc3oMIqg0I12ru1VP+H1gvI3WtnYntA5Hsfei9T+d6OVje37R+1hvwZnEvqxFMi+vr45BXCKMPu+qV8zjHQBO0sBHImY2ce4CTYa17oZ2pcvpgsTJYCOMXUjqX5Cb81oE74wfq/fWCUfYTMfqd/Kvincy8uLpKQkTpw4gc1mIykpiZCQEFQqFYmJieKxDhw4IHrazZ8/n3Xr1iGVSkUPuP7+fg4cOCB+Bl5eXqxdu5a8vDzOnTvH4OAgy5cvF6dQExMTMRgMlJWVodPpOHToELm5uWRlZYmpHps2baKwsPCK3rvh4WEyMjJE0uXl5YXJZKKvr4958+YRHByM2WwmJiYGrVZLXV0dpaWleHp6kpCQQH19vZiU0djYSE1NDQaDgby8PDQaDRs3bqSwsJAbbriB1tZWADZs2MDx48dpa2sjPDycrq4ukdRrNBpaW1upqKggJiZGtLoR3lNHRwdmsxmdTkddXR0xMTEkJibS3NzMunXrOHDgAIcOHUImk1FXV0dSUhLe3t4kJydTVVXFgQMHcHFxoampCbPZzHe/+120Wi1yuVy8DnNycnj33XdFQ2vBpLq4uBiz2czSpUtHJEQJCQlERUWh1+tRq9VkZWWRlJQkqsM2m40DBw6wb98+TCYT8+bN47HHHiMoKGjM6/9aMdmyMSC2GMxGC5rZPIxiP60tEDDh3Duea8fJ7olE2QmYSNlYgCMpFf4n/B37ieOZKu/PlYCnDnME0IkYjZRNJ4Rj2WxfjXGbyhLIbCgZCKomXPn+psrXbyyMNik42o1T2MzvuecekpOTGR4eZuHChcjlco4fP05nZycJCQlERERw6NAhpFIpgYGBXLhwgRUrVrBixQpOnDiBRCJhwYIFQN+q7gAAIABJREFUXLp0idTUVCwWC11dXXh7eyOTyaiurhZVB+GmYTabxei1qqoq0XLFzc2NkJAQDAYD7777Lu7u7qhUKtrb21m9ejVyuZy2tjYSEhKQyWSUlZWhVqtZtWoV+fn5LF68WHxNbm4ura2t9PX1iUMjwkCFTCbD3d2d3NxcUYkU+uUOHjzI2bNnUalUfOtb36Knpwc/Pz9WrVpFWVkZBw8epL29nZKSEtzc3Fi1ahXNzc1ERUWJquWWLVvIyckRhzdUKhU2mw29Xo+fnx/u7u7ExcVRX19PY2MjISEhnD59mqamJqqqqigrK8PHxwer1cqiRYvEcxoZGSkad7e0tBAeHk58fDzDw8PExsZiMpkwm83s2bOH06dP4+HhwcaNG7HZbFy6dImenh4SEhJEkvroo49SXl6Ol5cX8fHx4rUktBicPn0aFxcX5s+fj16vp7i4eNoJ4EjX9Uiq0dDQ0BWKleAZOpmy8XTDvuR7LcNb0wn7NapUqq/YbU10snuqPQnhsvoneCLar8NenXMkhFN9PxmpN3GuBDx1mCOAToYzCaDw5RE2GccYt6k+znRiLAXQUdVUq9Xi+5uorx9c24TvSOt1vHHab6L2QfULFy4UN/IPPviAd999l+HhYXQ6HY888ghubm40NDRgsVhQqVT4+Phwzz33sHz5cpEY/uIXv+Dw4cOiSic04m/bto3BwUFaW1vp7Oyko6OD8vJy4uPjSUtLIzc3l+joaLq7u+nr68NoNIreYy4uLri7u+Pp6UleXh4uLi7i4EhcXBxKpRKj0UhAQADZ2dlkZ2cjlUpZt24djY2NyOVyMUWjvr6e8P9vs+Li4kJkZCReXl4MDQ2JVi+5ubniA4rRaOTSpUvMmzePlpYWcRpZIOhbtmyhtLSUjIwMSktLOXToEIODg2zcuBGLxYJGo+HOO++kubmZ2tparFYrra2tdHV1sWfPHqKjozl06BCurq4EBQVx/vx5Ll68SEhICM3NzQQFBeHn50dlZSVdXV0EBgZisVg4evQolZWVooFzWFgYISEhopn0kiVLSE1NvaLs+/777/Puu+8yODhIVFQUP/jBD/Dz8xPj8wTYD3pIJBJCQ0MpLS0Vzbo1Gs01X5dTAUHhlkql4l4y1gTsSJYo04nrxX9wImuczGS3/YOlTCYTH/wcp42Fn03Ek1D4uX37y0x7Es75AE4d5gjgNMPxC+BsBVDYkIVNZjosGZz5nhyPM5Oq32RgTwjtN2Z7Qjg8PMz58+eRSqXExcWJU7Dbt29n//79DA4OsnbtWmJiYhgeHsbX11fMtBXeu5CzK5TAL1y4gEqlIj4+nuPHjxMeHk50dDQWiwV/f38sFgsffvghMpmMO+64Q+ztS05OJi8vj46ODiQSCR0dHbi4uBAeHi4a03p6eoqG0iaTSTRfVigUJCUlcfLkSfR6veiVZ7FY2LlzJx0dHSiVStra2igsLOTcuXPidLFgEG0ymWhra+PUqVMMDw/T0tJCWFgYoaGhHD58mM7OTuRyOT4+PsTFxZGdnU1ERASVlZWcOnWK2tpaCgsLCQgIwNXVFW9vb9LT0ykuLiY8PFxMWikvLxdLyGazmfnz5+Pj44NGo+Ghhx7iv//7v2loaKCrq4sXXngBm81Ga2sr3t7eSCQSdDodP/zhD6moqMDHx4f4+Hiampr47LPPGBoaYuXKlZw+fRqFQkFkZCR6vZ7y8nL8/Py+cl07lipvu+02AJqbm8nMzGTBggXTdn1OBGOVU8dqh3A0TnY0qXbWGmcL7NeoUCgm5bow1mCH44PlaGVjGN+T0J4oOhLT8TwJR7LRmqwn4Vg9gHMK4NRhjgDOAJxBloReN6vVilKpnDK7g5HgzCEQAdei+g0NDYkqxUyWhkZ6uo+JiaGsrIySkhJUKhVarZa4uDh+9rOfYbNdzuBtaGjgpZdeorm5mdjYWL71rW/R19dHamoqAQEB6PV6zp07R09Pj5igsXXrVvbu3Utvb6+opLW2tiKTyUhKSmJwcJCuri6WLl1Kd3c3Bw8eFK1QGhoa2LhxI21tbVRWVuLr60tzczNlZWX4+/uLE8RxcXEYDAYkEgnR0dH4+vrS2dmJr68vixcvZt++fWLUXHR0NKWlpWKZWViXRCKhoqJC7IPs6ekhIyMDtVpNRUUFFRUVtLa2UlZWhlarpaWlRTRZFlJMTp8+jVarFVWLZcuWkZ2dzblz51AqlXh5eZGfn4/RaGTFihWUlZWxZMkS2tvbKSgowNXVlfXr1+Pv74+bmxsLFizAz8+PkydP4uLiQnt7O2fPnmXDhg0sWbIErVaLVqsVlbAXX3xRTHYpLi5Gq9VSVVWF2WxGrVbj5eV1xXUwmm+ej4/PiF6AMwGz2czAwIBYTh3rQXK0doiJkJRrKSM6lnxno//gVK9xvAdLx7KxoyI70nCJ8O/gX3F4VztcYj9xLLx2Mp6EI+37cwRw6jBHAJ2M6SZLgs+VUNa097abTjhrsEXoP7pa1U/IsZ3JQPrRIJFIuO2221AoFLS0tLBgwQLRhqW2thatVktAQAAffPABeXl5hISEcObMGRITE1m8eDEff/wxnZ2dREVFUVlZiUqlYvPmzRQXF2MymfDx8eHIkSOYzWZSU1NFs+/AwEBxuCIvLw+bzYZUKhWj10wmEydPnsRqtbJkyRJKS0uJi4tDo9HQ3NyMTqdDq9Vy8OBB3N3d2bRpE9XV1cyfP5/o6GgKCgqoq6sTS9FKpZLExETRc1ClUiGTycSpWK1Wy9DQEFFRURQUFHDy5EnkcjkxMTHAZWIkDBwIVjSVlZWUlpaSlJSEUqkUM5INBgPr1q2jtbWVM2fOYLPZ+PTTT9FoNLS1tYkkOyoqinvvvZeioiLc3NyIj4+nsbGR2tpaamtrCQwMpK+vj6CgILZv305ubi4rV67E29ubTz/9lE8//RRXV1c2b94sTkKr1Wrq6uq45ZZbxIGVrKwsEhIS6O3tpbq6Gjc3N/z8/Ga1b57wwGRvEzQZTJakTDa1xH6Ns7XkC86bRB6tbDyeIivYvwwNDYk2NMK/n2yUnfCzkdZgtVpH9SQU1j7a/cR+35/DtWOOAE4znFkCdoxxs1fBphP2/XnTraSZTCasVuukVD+h32Y2qH5jYXh4GJvNxk033SSusa6ujv/93/+lvr4ePz8/7r//fpGgCQkdvb29rF+/Xiydpqamsm/fPnJycmhqahL7gTo7O0lPT0er1WIwGMSb+tGjR9HpdGzfvp3PPvuMmJgYfHx8KC0tpaWlBbPZLFqaaLVaAHE62N3dnb6+Pvr6+oiNjWVwcJDy8nKUSiUXL17k/PnzREVFYTab8fLyYvny5RQUFKDRaFi2bBkXLlygr6+P0NBQIiMjqa+vJy0tjY6ODurr6zEajVitVjo7O2lrayMwMFBcU1BQEL29vfT29rJ8+XJqa2sJCQkhKSmJ9957j7a2NqKjo/Hz8xPtZvz9/Tl37pzokdja2srixYtZsWIFOp1OnBqXyWQ899xzmM1msQSelpYmDoqo1Wo8PT2prKzknXfeAaC9vZ2PPvqIyMhIzp07h9VqJT4+npSUFJYvXy5+zp2dnfzpT39Cr9fj7u7Orl27WLly5ay7Hu0fmKba22+qUkuEKXiz2TzpcqqzMNNl6ckossLrhYdqewJ+NVF2I60BxvcktN+77e8rRqNx1hL86xFzBNDJmA4CKGwwjjFufX19X/F1mg5M92YmPJUKm8HXSfWDsQPpL168SE1NDUlJSej1erKzs7nxxhuprq6mtbWV5ORkli5diqurK2lpaeK15evrKw52CJOjGo2GlpYWjEYjbm5u5OXlYTQaiY6OZmhoCHd3d9zd3UVLmaSkJPHmf8cdd1BdXY3BYGDx4sV8+OGHNDQ0sGzZMvz9/TEajSIha2pqQiqV4ufnx/DwMEqlkoSEBC5cuMDRo0dRq9Vi9JwQcycQvcbGRvR6PQEBAaxevZqysjLc3d3x8PBAIpGg0WhE9a6/v5+IiAguXbokGhBrNBqWLl3KoUOHRNL/j3/8g5aWFnEKWLgJbd++Hb1eT1xcHDqdjgMHDnDw4EGUSiXbt2+nsbGRiIgI0tPTKS8vZ+fOnRQWFlJfX09qaiqJiYnk5+fT0NBAQEAAbm5u9Pf3c/fdd5OcnIzFYiE9PR13d3fy8vKorq7G39+f3t5e8vPziY6OpqGhgePHj3PDDTfMzMU3CuyHo0aaTp1qTNZ+RiAmws+cscarwWwsSzsqslarVUxKEoiVIwG3VwknEmUnHGeiZWPh7zmWjIVr8M9//jNWq5WoqCh8fHym9Z5z+PBhnnrqKS5cuIDVaiU2NpYf/ehH3H777Ve87tSpU/zoRz/i4sWLeHp6cvvtt/PUU09dV+rkHAF0AuxJ31QTwKmIcbtWTKcCKGxOw8PDoveeUqkUjzdR1W+23iDs+79GSidwdXVFKpXS2tqKxWJBrVYTGxvLT3/6U9rb2wkMDMTNzY3PPvuMnJwcAgMD2bp1Kz09PURGRhITE4Ner6eiooJbb72Vt99+G6PRyLp166iqqkIikRAWFkZFRQXt7e2YTCaxR00qleLv74+rqytHjx7Fzc2NJUuWkJ2dTWRkJBqNhq6uLjo7O2lvbyc3NxeVSsXu3bspKysjOTlZHPbw8/NDLpczMDCAq6srAwMDGI1GOjo68PHxQaVSUVBQQHx8PC4uLnR3d7N48WIuXLggKoparRabzUZycjKhoaEUFhbS0dFBd3c3RUVFyGQyoqKiaG9vBy6bTff29nLq1CmxxNrR0cGGDRuor6+nrKyMnp4eNBoNtbW1vP/++8Blhe6dd94hLi6OkydP0tLSQnR0NImJiV9R8g4fPozBYKCiooJ58+axa9cuVCoVWVlZ4s3y0qVL/PWvf6W7uxu5XE5GRgZyuRyj0cjw8DDu7u5OvOLGxlgPI87EWARBUIvs99GhoSHRR2+m7Wfs1zSbJ5HhX/sPXGniPV7ZeKTp7mvxJBR+J/xMIPfCwFlVVRWffPKJmESUnp7OsmXLWL58OcuWLSMsLGxKPvNXXnmFBx54gPXr1/P000+Lfbz19fVXvO7SpUusXbuWpKQknnnmGerq6vj9739PWVkZBw4cuOZ1OAtzBNDJmCoCOFbM2VQfaybg6Fvo7u4u2mPYq34C6RxN9ZPL5SKJmk2wv9GO1f+VlZVFdXU1RUVFLF68mPXr1wOIEWdKpZILFy7wxhtvIJVKKSgoQCqVEhUVxcmTJ8VyZXBwMBERETz66KPYbJezeHt7e6moqODixYv4+fmh1WrFErKHhwd1dXW0trYyODgouu8vXLiQwsJCWltbRSuQyspKvLy8CAsLo7m5GW9vb5KSknjnnXcwm82sXr0ao9GI2Wxm48aNVFdXc+zYMVEtbGhoYMWKFaJ5tNDfFxgYSHh4OA0NDZhMJtRqNRqNhsOHD1NRUSGqnEIiiUQiQa/Xo9VqxSlfnU4nDnMsXryYgoICli1bRm9vLy+99BImk4m8vDz8/PxoamrC29sbV1dXTCYTt99+OwkJCZhMJtLS0tBoNJw/f57q6moCAwOxWq2Ul5ezYcMG9Ho9/v7+3HHHHeJNT1CtCgsLaWtrIzExkdLSUiQSCZs2beLcuXMkJCRw6623AtDd3c3AwAA6nW5GrlfBf1BoIZnOqLSrgXBOBDIiTB4LRGWiZePphv13ezZPItv3djruPyOVjYXrerzYwMl6Eo5XNgZ44YUXsFgsvP322/zud78jNTWVQ4cO8eyzzwKQmZnJ2bNnr+mcVFdX8/DDD/PII4/wzDPPjPnan/70p/j4+HD06FHxAS48PJw9e/Zw6NAhMclntmOOADoBU60A2g9BjBXj5iwCOJZH39XAXvWz9y0cHBz8iurn2C9yvah+wkTleDdatVrNgw8+KPYP2Ww23n77bY4dO4ZKpRJtVQYHB0lKSqKyspKmpiZ27dqFRCKhrq6OqKgoVq5cSXd3t1hSjYiIoKurC61WS0REBEajUczEPXLkCK2trSQlJdHQ0IDZbGbz5s0UFhZSVFSEzWajqqoKq9XKwoULCQoKQqFQ4OPjQ39/P3K5XPx/uVxOd3c3g4ODNDU1UVNTg5ubG76+vgwODrJjxw7q6+vx9PRk27Zt/OpXv0Kv15OamopMJsNoNLJs2TLc3Nyora2lvr4erVZLZ2cncXFxBAUF8cknn4ilbolEwtmzZwkLCxM9DW+66SaOHDnCsWPHxClciUQiTliXlJSwb98+DAYDJSUlBAQE8Mgjj6DT6Vi7dq34WZw/f56//OUvGI1GXF1dycrKQqFQ0N7ejlwuJyIiQrzehFKfxWIhICAAhUJBWVkZVquVgIAANmzYwObNm1GpVCgUCrKzs9m3bx8DAwMsXryYXbt2OTVS7XpTq+y/2/Z9hOOVje0J4XSQMvtM5NlIouHKvsmJ9nYK+6xjlN1Y/o/253skT0L7PkDH44yULCUQ1cDAQF555RXgcvb26dOn6e3tvaZzAvDXv/4Vm83Gk08+CVzuN1Sr1V85N0IW+2OPPXaFer97924effRR3nzzzTkCOIeRYa9gTXZjsCdGjkMQYx1rujFVBHAk1U/YOIS/LZQjhI1FwPWo+k30Rmu/8ZaWlnLgwAHRHPr111/noYceIigoiMLCQlxdXcnMzEQul4tqIVweUPjTn/5EaWkparWau+66SzQXDg8Pp6qqCqlUyvbt24mJiWFoaIiEhASOHj2KwWDg2LFjSCQS8Sa8du1aUQWIjIzExcVF9BlcsGABZ8+eFSd6q6uruXTpkljWcXFxITU1le7ubvR6PUNDQ6Snp9PV1YWHhwfh4eG0t7dz9OhR6uvrqaurQ6VSkZ6eTm9vL6tWraKhoQFXV1e2bdvGmTNnMBgMtLW1ERISIj4EBAcHY7VaxVxegcy+//77Yt6xyWQSr7msrCza29sZGhoiKyuLjo4O9u/fT1NTE5mZmRiNRoxGI/Pnz6eoqAiLxcLWrVs5ceIEycnJYo+QMGAjDOUsXLgQk8lEZWUl8+bNY82aNeL1K6xVIKA+Pj588cUXZGRkMH/+/Om5EO0w0wMKE4HNZhPVvbHU8tHKxhNRraaibDw8PEx/f/+sJtHjJY9MBkJLzmQI+GiehPZlY3tSODQ0dEXZuLe39woTaD8/P7Zu3XrV78Eehw8fJj4+no8++ojHH3+cxsZGvL29efjhh/nVr34lrjc/Px+z2UxGRsYV/14ul7NgwQIuXrw4JetxBuYIoJNxNZuMIzGaaIybs6Zzp4IAjpVWImwMMpnsCg8/+xKBsLHPVtXPfuO9FmVgaGgIs9mMh4eHGMcVGBjIo48+SmlpKd7e3qSmptLa2kpOTg5SqZQlS5ag1+spLS0lPj6e2tpajh07xp49eygtLaW5uZmUlBRWrlyJQqEgJSVF7McxmUwMDAyI5sdarRZ3d3daWloACAkJoaamBovFQkJCAoODg5SVldHX1ydGmWVmZjIwMEBUVBQREREUFBTg7+9PVFQUhYWFyGQy5HI5vb29dHd3i5PGBQUFeHh4kJqaisFgYOnSpVRUVPDll19isVi4+eabMZlM+Pn5kZKSQmVlJRKJhIGBAWpra6mpqeGb3/wmERERdHR0EBERQWhoKNnZ2ZSVlTE8PExJSQnx8fEEBwdjMBjE8+nu7s7evXs5dOgQHh4eVFZWsmrVKlxdXSkqKkIikRAeHs6GDRvYtm2bSCCOHz/Om2++SX9/PwsWLODuu+/Gy8uLLVu2jPh5Ct9tewIyPDwsks3pLGPOxgEFR1zrJLJUKp2UanU1qSWOfZPT6bl6LZhulXc8Aj6RKDt7ldd+0E9QBPV6PT09PeLA31SirKwMmUzGfffdx49//GNSU1PZv38/v/71rzGbzTz11FMANDU1ARAYGPiVvxEQEMCJEyemdF3TiTkC6ATYbwaTJWVCxqZgczAZrzBn2rMIx7maf2Mymejv70cikXxF9bN/KlQoFCiVSvEJcXh4+IoNRSKRMDw8LJLF6SrzTAb26sVUbLyxsbEsWrSI8+fP4+rqysaNG1EoFISEhBASEgJcnpz7y1/+QmFhIRKJhPz8fFatWoVCoaCpqQmj0Yi3tzehoaH85Cc/obOzEy8vLywWCwcOHCAnJ4eAgAB27txJZ2cniYmJREREUFhYyPDwMHfddRcHDx5EIpGwZcsW9Ho9AwMDBAQE0NjYSElJiejj19vbi1qtZtmyZbzyyiscO3aMsLAw/Pz8RK9AuVzOuXPn0Ol0NDc3U1VVRWhoKAsWLKC7u5uIiAjg8tO+VColJycHuVxOeXk5Go2Guro6WlpaUKlUmM1mgoODWbBgAcXFxcyfPx+j0UhtbS2XLl3C19cXDw8PhoeHufnmm6msrCQoKIgdO3aIdjtyuZwTJ05QVlaGxWIhKCiIsrIyQkJCuOeeeygvLycsLIw1a9bQ399PXl4eEomExMRE3n//fVGlyM7OZs2aNfj4+Iz6eUokEpRKJbfccgv79u2jv7+flStXMn/+fKRS6bSUMR37v2arWjVayfdaMJJqNdHUEsdeY7h+Sr4z1ZM4EgEfze5HIHsSiUT0BoV/lY1fe+01XnzxRe66665x1y/suxOBq6srcLnka7PZ+O1vf8vjjz8OwI4dO+jo6OB//ud/+NnPfoZarRYnk4VhRMe/Jfz+esAcAXQyJqqW2ROja41xm+4y8NVuJvbkVqlUXjFxaE/84MoJX2GjEDzahMlnZ5R5Jvv+BIVlqnzUlEol3/72t6mursbV1ZXQ0FBaWlr45JNP6O/vZ8WKFbi7u1NdXU1kZCTDw8OUl5dz9913s337dk6cOEFERIRYrhRKLFarleLiYg4cOIBCoaCmpgYXFxcSExO5ePGimGgRFxdHUlISaWlp4iaem5tLdXU1hYWF6HQ6Nm3aJE7rtrW1oVAoCAwMxMXFRfQd6+vro6Ojg9bWVrEvT7CVEZSKVatWUVtby4kTJ/Dx8cHHx4eLFy8SEBBATEwM+fn5HDlyBLgcl+br68vGjRvJzc2lsbERtVqNr68vBw8epL+/n4CAALq7u7nhhhvE1A/hPUZFReHh4SFOIb/44osYjUYqKyuprKwUDZyDg4NZvXo1cFmpe+GFF8jJyQFg0aJF4kOJQDQmSqyWLVtGbGwsAwMDBAUFTbqMOdEHHntFbTb75k2k5DsVGGnYYaKpJRaLRVQQ7SdoZxPsCeps8D8dye5HOI9C2ddms9HT08O6detITEwkMzOTS5cuceLECQ4fPsySJUvGPc6xY8dYs2bNhNZUXFxMbGwsbm5uDAwMcNddd13x+zvvvJNPP/2UixcvkpWVhZubG8CIBHNwcFA00L4eMPuu2K85JkIA7Q2dryXGzVlf9MmWgMcit5Px9XPs9RvJVNaxzDPZlIGrwVSrfo5QKBTExsYCl8/HK6+8wsWLF3FxcaGkpISHH34YnU5HVVUVNpuN+Ph4tFotO3bsYNu2beL5OnjwIO+88w42m43Nmzfj4+ODyWQiIiICq9VKW1sb69atQ6VS0draSlRUFMnJyaLKJ5Sba2triY6ORqVS0dnZiU6nY/78+eTl5eHm5saaNWvEsunatWvJz8/n+PHj9PX10djYiEQiYdu2bQwNDdHU1IREIsHX1xdfX1/kcjne3t4AfPzxx3R3d3P+/HkKCwsJDQ0FYPHixcjlclpaWtiyZQtGo5Hjx4/j7e1NaWkpDQ0NDAwMkJqaSn19PQsXLiQ6OprCwkK8vLy44YYbaG1tpb6+HpvNhr+/P3V1dQQHB7Ny5UqqqqpYvXo1wcHB6PV6cnNz8fLyEpNKgoKCGB4eJjc3l5tvvpljx44xNDTEmjVriI2NxWaz0dfXNy6R8fX1HfHnkyljjnV9O9vb72pgT1im2nx6IrAvY04ktUQg+uC8SstEYf95z1aVV1AnBYIq+BJ2dXWxdu1azpw5w0cffcTw8DBqtZonnniC5cuXs3z5cpYsWTJqJFxCQgKvvvrqhNYQEBAAQFBQEBUVFfj7+1/xe51OB1y2fYJ/lX6FUrA9mpqaRN/V6wFzBNAJGK0E7Ah7Q2epVIqHh8c1N+mOdqzpwESO46j62ZPbsVS/yUz4jvaUKWziI5mcThUhtLfScMYNbGBgQDQi1mg0VFRUYDKZ2LNnD0ePHkUqlXLjjTfi6upKfX093d3dzJs3j56eHvbv3y/2XB48eJDvfve7REdHU1xcjEqlYuXKlchkMlauXCker6GhgWeeeYb6+npcXV258847cXNzQ6lUigatOp2O733ve6J/X0BAAHv37qWsrIyqqiq8vLxEQnTbbbdRXl6OTqcjIyODp59+ms7OTtasWYPRaKSpqYmAgACx5Gu1WgkPD6e1tZWgoCCio6M5ffo0RqORhIQEgoKC6O/vJy4uDpVKxUcffcTQ0BA1NTVUV1eTlpbG/PnzRTILl2/wH3zwAe3t7bS0tNDY2Eh0dLR4UwoICCAwMJDa2lqee+45Me945cqVeHh4UF9fj8ViITg4mBtvvJF169ZhMpnw9fWlv7+fv//97xQVFREUFMS9994r3nCuFuOVMUeyQxFUxNlqhg5XEpbZpKjZp5bYmybb9x/bl+kds42dDfsH0Nn8eY/mQSiVSvH29mbHjh288847fOc732HHjh2cPXuWkydP8uyzz/Lkk0+yZ88eXnjhhRH/tr+/P7t3757UejIyMigvL6e+vl5sOwFobGwELregACQnJyOTycjJyeG2224TXzc0NMSlS5e48847J3XcmcTs+Ib9G2E0UuYY4zYVfRrOIoATWaej6mdPbq9F9Zvo+kYq89iXeEbyD5tsI7h9HqmzbmAqlYqkpCSOHz9Oc3Mz0dHRhIaGotFoiIqKEl936tQpXnvtNXp6eoiOjuaWW24Ry+fCcI23tzc/+MEPKC0txdPTk8TERAwGA8ePH8dqtbJ8+XJKSkqpkmqPAAAgAElEQVRoaGggKSmJ6upqcnJy2LlzJ729vXR0dLB27VrS0tJwcXEhIiICtVqN1WqloaEBhUJBf38/Hh4eJCQkUF1djV6vx8XFhbCwMGpqalCpVMybN4/S0lK++OILGhsbycvLw8PDgyVLltDZ2UlGRga1tbXodDpuu+028vLy6OjooL29nbNnz4pEV6fT0dnZiUwmY9OmTRQXFxMXF0dUVBS5ubmcOXMGT09PMjMzKSoqIj09HbPZTFNTEw888ADHjh2jvb2dNWvWkJ6eztmzZ6mrqyMlJQWDwUBlZSW33nrrFekhHh4edHZ20tXVhZubG2fOnOH48ePodDouXrxIcHDwpG9M42Ei17cAq9XK4ODgtNuhTAazxXx6PIxlmjzRsvF0n+/pjO+bKoznQWi1WnnhhRf4r//6L5599lmx52/VqlXivy8tLZ1yRfOOO+7g9ddf56WXXuLXv/61uJZXXnkFHx8f0tPTAfDy8mLdunW89tpr/PznPxetYP7xj3/Q19fHN77xjSld13RijgA6GY6kTPBkEvpdhBi36TjWdGIsyxlnqH6TXatA9BxvmCPZF9grhCPdmOxVP2f3VUkkEnbv3i3GuQmGxY44ePAgvb29BAYGUlhYyNq1a9m4cSOffvopJpOJNWvWEBgYiEQiYenSpcDlJ9q//e1v5ObmYrPZyM/PZ9OmTbi6ulJVVUVfXx8BAQFERUXx85//nMHBQTEb+NVXX6W4uJjAwEDuuOMOenp6yMzMRKPRUFVVRVJSEsHBwZSUlODr60tWVhYvv/wyHR0duLu7iwbKQUFBRERE0NLSwqpVqyguLubUqVPIZDK2bNlCXV0dQ0NDrFy5ktraWvbu3Ut3dzf19fU0NzezYsUKuru76e/vx93dnfDwcOrq6vjb3/5GR0cHFouFhoYG/Pz8KCkpQSqVEhoaKk5FDw4Oio3fn3/+OVVVVZSXlxMSEsJNN93EwoULWb58ufh5l5eX8/zzz9Pa2sq8efOIjY3FarWi0WgwGAyif+d0XxMuLi4iIZFKpWLD+kh9hM4kKI64XoYoxlLUJls2nq42lNEI6myCve3QSHtlf38/P/jBDzhz5gxffPEFCxYs+MrfkEgkxMXFTfnatm3bxtq1a3n66adpa2sjJSWF9957j5MnT/LCCy9cce/5zW9+w7Jly7jhhhvYs2cP9fX1/OEPf2DDhg1X2G/Ndsy+K+RriJG+4AK5mc4Yt5kmgDOp+k127fb2Bfau945P9I6TmEIPlkQimbFNV6VSsW7dulF/b7FYxBi2vr4+kYRv376dzMxMrFYrwcHB9PT08N5779HQ0MDChQtZsGABtbW1hIWFoVAoaGhoQKfTcdddd3H27FkCAwO55ZZbsNlsNDc3Y7Ndzmk+ffo0J0+exN/fn9zcXIKCgli4cCGff/45ra2tJCQkEBkZibu7u1he7uvro76+noaGBnGAJTk5mZ6eHnx8fLBYLPj5+WGz2cShi1OnTonm17W1tXh6eiKXywkJCWHRokUUFRWxadMmOjo6eP311xkeHqa7u5vKykpqamrEoYv6+noeeeQRDh48iMlkYt26dfj6+tLU1ERTUxPBwcGUlpZSWlrKggULKC0txd/fn7vvvvsrDd/Hjh0TzbeLi4uJiooiOjqayspK/P39WbFixfRdCP8fE/H2Gy3VAZzTJwv/8s2bye/OeLhaRc2+bAxjT79ea2rJeIrabMF4HoTV1dXs3LmToKAgsrOzRTsoZ+K9997jiSee4I033uDVV18lPj6ef/7zn18ZDElLS+Pw4cP8+Mc/5rHHHsPT05MHHniAp59+2ulrvhbMvm/c1xzC5mEymcTsypFi3KYSM0EAr1X1E2LfZqJZXbB7UCgUVzzRj3bDFJr07W0MZgPsbwzbtm1jcHCQ7u5uNmzYQEpKChKJhODgYPH1H3zwAQcOHECtVlNaWirGu+Xm5gIQFxdHQEAA0dHR4lOuzWZj//79fPbZZ9hsNtauXYuHhwdWqxVPT09aWlowmUzcd999YqxaSkoKbm5ufPnllzQ2NhIWFibm9K5evZqenh4UCgU7duzAarViMBhYtGgR8fHxfPrpp3h6ehIVFUVRUREtLS0olUo6OjpwcXFhx44dos+fp6cn8+bNw2az4eHhga+vL6dOnUKv11NXVyemfuzevZvIyEi+853viOdCr9fz/PPP09LSQlBQEIsWLcJisaDT6QgLCyMpKUkcTrGH0Ccm9LIJRrX19fX4+voSEBBARUUFH374IWazmfXr15OSkjJln7mjt99oU5+j9RFOB0FxxPXimzeVitpIfclTkVoynqI2WzCWSbbNZuPzzz/n/vvv56GHHuKXv/zljA2sqNVqnnnmmXGj4ACWL19+XXn+jYQ5AuhECOQGLm/UEzV0vlo4ewhEONbg4KBoODpbVb/JQiB59gQVLqslwnuGmS+pCXC0+0hOThaNmkeKN4LLzc4qlYrIyEgKCgro6elhz549V/QAuru7U1lZSVtbG/PmzUMikfD555+L1/EXX3zBww8/TGxsLNXV1QQEBIgG0/b2DV988QWvvvoq/f39uLq6cuutt+Lt7U13dzdWq5XAwECSkpJITk7GaDSi0WgYGBigqamJc+fOiVPAVquVBQsWIJfL6ejoEC1oBEIq5PC2tbWh0+no6+ujvb2dRYsW0dTUhEwmY/PmzQwNDXH27Fn6+vpISUkhOzub5uZmkpKSyM/PJzExkfnz51NeXk5wcDCbN28G/nVNC9fpjTfeSHV1tZgesmzZMry8vMSy/ODgIC+//DKVlZVIpVIaGhp44oknxvQKnAgce1AnO/V5tQRlNH+80TBVhujTCWcoao5VB5h8asn1YOTtWD53JPtWq1UkXC+//DLbtm2bddfD1xlzBNAJkEgkV8S4AaKpsTOO7QwIG1JPT8+IgyyzXfWbCBwJquP7c1bk1FgY61zKZLIrsisdkZ6eTnFxMQUFBQQEBBAXFycOWgjIzs7mlVdeoauri9DQUHbt2oWLiwsmk0lUlfz9/Xn88cdF1Uun01FYWMjnn3+OXC5n8+bNlJWVMTg4SHx8PMXFxZjNZu69917Rh3DHjh24urpiMBjo7e3F3d2d3NxcBgcHiYyMxGAwEBERQXh4OGfPnsVqtZKSkoJaraa6uho/Pz88PDx4//33xcGOuro6YmJi0Ol0SCQS/Pz88PLywsPDgzfffJNPPvkEi8VCeHg4cXFxWK1WGhsbsVgsaDQa7rrrLtra2vD09ESj0ZCXl8dbb73F0NAQW7ZsYeXKlQQGBvKTn/yE3t5evLy8vkLCent7aW9vJzAwEKVSSXNzM93d3ddEAKfD22+yBGUiDz3XQ97wTA5RTMbuR/DunM3lc6G/fbRz2dvby0MPPURJSQmnTp0iPj5+Blf774nZd9V8DSH0HsFlPyb7L/J0Y6zhjKmCo6r3dVH9BExkGGW8kpozvAjHIqgTgZBa0dbWRkxMDOHh4V95jRC8npiYSEFBAfX19Wzfvp0PPvgAm83GTTfdJBKs+Ph4pFIp7e3tvPTSSzQ3N2O1Wqmvr2fBggVIJBLKyspwd3cnODiY9PR0cdIOICcnh7///e8YjUaSk5NJTExEKpWSkZFBVVUVISEhPPTQQ2RmZmKxWEhNTWV4eJja2lo6OzsJCAigo6MDmUzGxo0bKS8vJy4ujrVr1/LGG29gMBiIjIzEaDRy9uxZFAoFERERFBUVsX79ehYvXkxFRQU33HAD69evF1UWoez22muv0dTUhFwu54033iAmJobAwEDkcvmo/Us+Pj4kJydz6tQpAFJSUq7JN2w60jJGgyNBEQYdxusjFCIFZyKJYjJw5rmcCEbbUxxNk/v6+iaUWuJMCOqkzWYb8VyWlJSwc+dOkpKSxGn8OTgfcwTQCZDJZLi6uqJUKsXN0Fll2ekmgIJ9jfA06uXldYUqZrFYxN99HVS/iRLUq/EinGwGqT2mwuRXKpWSlpY25ms0Gg1DQ0M0NjYik8lQq9WsXLmSRYsWAZctEgwGA//85z+pq6sjIyODtLQ0Ojs7CQ8Px2g00tzcTEZGBhqNhoaGBiIjI1m8eDHd3d2UlJSgUqlITEwUjZ+Dg4O5cOECKSkpJCYmUl5ejre3t2hSnZWVJa7v/fffp6+vD4PBQFtbG8uXL6e/v5/29nbkcjnz5s0jMTERd3d3enp6yM/P53e/+53YF1hcXExycjJ+fn7cf//9yOVy1Go1FouFvXv38uWXX4oqZl9fH97e3qhUKlpaWiY04SuVSrn//vtJTU3FYrGQlpYmRlFNBs5MyxgNkxl0AMTvw2zqk4XrZ4jC3jTZ1dVVPO/2KuFM2c/Yw1HptT+XNpuNjz/+mIceeojHH3+cH//4x7PyXP+7YI4AOgFSqVSMj4F/lYSdgekigPa9fsImY3884WYg9Eddb6ofTG1ywkS82oTPaTJN9/ZN4M7wUNuyZQtdXV3U1taSlZUl9vV5eXmJr/nwww85c+YMWq2WAwcO4O/vT0REBHl5ecDl5umwsLArzFZ7enr405/+hF6vR6lUsmPHDhQKBWazWbyZeHt789hjj1FXV4dGoyEwMJCSkhI+/vhjrFYrmzZtoqysjODgYDIyMigqKuKmm25CoVCI+cbbtm2jvr6empoa/P39kclknD59Gl9fX8LDw2lvbyctLY2IiAiGhoaoqKjA19eXvr4+Pv/8czw8POjt7eXQoUNkZGRw7NgxOjo6yMzMJCwsbELn0M3N7ZqmgWc6LWM0OD70mEwmcULe3pYGJpaz6wzYlyln8xDFWAMpE1Vlp+JBcyzYD/eMpPRaLBZ+85vf8NJLL/H6669z4403zspz/e+EOQLoJNgTMWeUZUc67lRhJNNqYRP9Oqh+ziBVo3kR2m/c46ULCDcFm83mtJxPX19fvv/974+p4nR1daFQKAgKCqKgoICBgQF2795NQUEBbm5uLFmyBJvNxunTp+nu7iYhIYG2tjb0ej0xMTG0tLRw7Ngx7rvvPnp7e8X83pSUFORyOZGRkSgUCoxGIy+//DK1tbVIJBKamppYtGgRFy9epKqqCn9/f8LDw0lJSWHjxo3A5c9WsLrR6/X4+Pig0WhQq9UEBgbS2NhITEwMBoOBv/3tb9TU1KDVarnxxhvF9yy879tvv52MjAzMZjMJCQlIJBI++ugjysrKiImJYcOGDVN+fQvqymzv/RrJhsbeXmk2KFaCU8FoZcrZgMmqk6OpsvbnW7gfTGVqyXh+jp2dndx33320traSnZ19xcPfHGYOs2/3+DeAswngVKmNwsYubEaOptVWq1V84hxP9ZutfUACQXUmqYLRzWRH8yIUfi+kjji7oX6sc5KVlUV5eTkFBQUEBwcTExNDQECAODUMl0u1b7/9NkNDQwQFBbF9+3ZUKhWNjY309vYSEhJCYmIiv/jFL+jv70er1WIymXjllVfIzc0lODiYjRs30tnZSUhIiNhruGjRInx9fWltbSU2Npb58+fT3NxMcXExXl5eBAUFcfHiRdLS0mhvb8dkMvGtb31LTP3IyMggPT2dL7/8ktLSUmJiYqisrESv17Ns2TLOnj2Lq6srW7duRa1WM3/+fJEYHj58mH379iGTyTh37hyurq5j+jNOBhPx9psNGGsy1d5eScBMGCZfTyXfsYYoJoLRKg9TmVoynl1Ofn4+d911F1lZWbz77rtf8c6cw8xhjgDOAJxJAGFqbGDsVT9H02r7VBOj0fiV5AyhjPfvrvpNFkLTvT0htB9GEX7W19f3lXM+k+RASPxobGwkPDyc0NDQr9wUzp8/j6urK3FxcRQUFGCz2fjGN77BkSNHiIqK4s4770QikTA8PCw2vJ85c4bDhw+j1Wo5f/48Wq2WxMREsrOzsdlspKenExoaekUEXktLC3/84x+pqalBoVCwefNmFAoFg4ODaLVaFAoFGRkZLFu2jOHhYUJCQgA4d+4cJSUltLW1odFo8PDw4Bvf+AZZWVkolUr8/Pyorq7mrbfeoqWlheXLl9Pb24vFYiExMZH8/HwMBsOUnM+JevvNJK7WhsaZhsnC378efPPGM02+Woz2oHk1JHw8Im2z2XjzzTd57LHHePLJJ3n44YdnfE+dw5WYI4BOgiPpc6YCeC0YS/Wzn+4VNoiRLAvg8kYv5M7ONsxEKXWyEDZbk8mEVCoV/bTsN26hX9HeesbZDeCC0hsQEEBoaOioSlVYWBglJSXiFLCfnx9JSUmsX79efH1OTg579+5lcHCQpUuXXpEI0tXVxcDAAHv27CE9PR2bzUZaWhpSqZQvv/wSg8FAVFQUPT091NTUkJiYSG1tLfn5+dx555289dZbDA8Ps2nTJtFPsLe3FxcXF06fPk15eTk6nY6mpiZ0Oh233HILXl5eeHp6isrJO++8w+nTp/Hy8uLNN99kzZo1qNVq8vPzcXd3Jzo6+prO5bV6+zkLU0mqJutHOJkS5nSRqqmG/RCFh4fHtJOmqyHhLi4uDA8Pj9o7OTw8zBNPPMH+/ft5//33WbFixazbU+cwRwBnBPbK2XR/Ka5FbTSbzRiNxhGj6hx7/YSnQ7lcfsWNC/7lWSWUCZwVNTUe7JuWZ3MpyD5r2LEU5Lhxj+YbZq8QTtc5n8zQzG233YZSqaS1tZWMjAwSExOBf303LBYLb7/9Nh0dHWg0Go4cOcJ9991HVFQUJSUlaLVasrKyUKvVVwxUfPrpp+zduxeTyYS3t7do31JdXU1vby8pKSmkpaURFRWFi4sL3t7eNDQ08OKLL9LS0kJcXBzh4eFYrVZWrVqFXq8nIyODwMBAcX2CKtvX14enpydhYWEUFRURFBTEvffeS0NDg1jCbmxs5OLFi8jlcpYsWTJhu4vp8PabDky3GbGjH6F9H+FES5j2vcfXC5GeyTL/ZEi4cH4//PBDYmJiiIuLo62tjd27d2OxWMjJybkibWgOswtzBHAG4Mwv9dUQwImqfhOZ8LVvAB/PBsWZhFAoS8/2RAL7oZnxmv5nyovQMdprIuVzjUbDrl27xvybVqsVFxcX8aFCq9Xyn//5n9TU1ODn50dISAi1tbV8/vnnwGUfQ71ej0QiISUlhfz8fBQKBTt37uTUqVP4+vqyadMmBgcH6e3tBS5PLx88eJDi4mJCQkI4e/asOLWs1+vRaDRX2MzYY8WKFdTW1oq9ghkZGeh0OvF89/T08Oyzz1JcXIxEIuHChQt873vfQ6lUjnnOZ5sf3UhwLP85i1TZ9xFOtIRpX6WYrbFzQivHbEz1sCfhguoHiD2FJpOJBx98kN7eXry9vZHJZERGRvL000/j6+s7w6ufw1iYI4BOgv2mM5sVwOHh4Ss2orFUv8lM+E7EBmUqffFGg6PqN1vVgKkYmnGGF+F0EWmZTMa2bdt4/fXX6erqYtmyZcTFxV1hstzX18fzzz9PeXk5AOXl5WKMW1FRESqVisDAQNLT01m5cqV4bR4/fpyPPvqIoaEhli5dytDQEFKpVLwutVotjz32GNXV1fj4+BAVFUVNTQ2HDx8GLhPNiIgIbrjhBgICAujq6iI6Olq82QkkvKGhgcbGRmJjYxkYGKC8vJyWlhYx9cPxnAMz7u03Ecw2dXK0Eqa9UgX/6mOeTiuUq8FYObmzBY6RbvYPeW5ubpSUlPDcc8+Jw1QFBQWsWbMGpVJJRkYGO3bs4Ic//OEMv4s5OGKOAM4AHIcnnHWssTY7YeJMuPnYx1hdreo33rpGskERnuJH88W7lk37elD9YGr9B+0xFgkf65yP1HBvf0OYrhtXVlYWsbGxDA4OEhwc/JW/39XVhcFgIPz/J5a0tLSQmZmJu7s7jY2NJCQkkJaWhsFgEKeAo6KiOHToEDabDW9vb06dOsWdd94p5vcmJSWRkZEhRtgB9Pf388ILL1BeXo5EIqG8vJyf/exnuLu7jxlfpdVq8fX1pbq6GqvVSnx8PEFBQcjl8hHPuQDBOH42kr/rQZ0UnA8EYi/sRyOd86m0QpksHEnVbFUnx5tGHhwc5IknnuDw4cO89dZbZGZmYjabyc3N5cSJE5w8eZK6urppX+eFCxf45S9/ycmTJ8XIyAcffJDvfe974mv0ej2PPvooJ0+eRKFQsGXLFv7whz/82yqVcwRwBjDbCOB0qX6TXadjr894zd8TnQZ0TE2YzU/ZzpxEHu2cj+dFKJVKxUSC6TYiFkjYSPD19SUiIoLc3FzgX7FqgseY2WymubmZv/zlL+KwydatW5HJZOK1IJPJiImJITMzk46ODgIDA3Fzc+PIkSMcO3YMrVbLihUrMBgMzJs3D6lUSmtrK52dnWPmKgN4e3uzZ88eMQN5w4YNYuqH/Tm375cViIrRaEQqlX6FhM9kv+z1Yp0ymhnxtfQRTjVmq5m3I8YbnKmvr+eb3/wmHh4enDt3Dj8/P+DyQ4wQ7fj9739/2tf52WefcfPNN5Oens4vfvEL3N3dKS8vp6Gh4Yq1rly5Em9vb55++ml6e3v5/e9/T35+PtnZ2bPyYWa6MUcAnYTRSsAzCXvVTyaT4eHhMa2q32RwNeRkJEJov4HN5o12pvwH7TEZL0JAvEHaG5w7E0qlkm9/+9ucPXsWgMWLF1/Rl2QymSgvLxczgBsbG/nyyy+57bbbeOuttxgaGmLTpk0iYVSpVCgUCsrKyti3bx8Wi4Xi4mL6+/uJiori4sWLAKSmpoo3uvEQGxtLbGzsiL9z7J0UFCD7Bx/7NAdnkRNH2H/XZ/N3aKJ2OVfTRziVA1Tj+ebNFoxVmrbZbJw4cYJ77rmHXbt28fTTT8/Y++jp6WH37t3cfPPNvP3226O+7qmnnmJgYICLFy+Kdk+ZmZnceOONvPrqq+zZs8dZS541mJ1X3tccM6UA2sNe9VOpVFds6rMxzWMy5ERQToSn/NneWzObJ5EFL0KZTCaWz4XPQSipw8yREx8fHzZv3iz+t6OyotVqcXV1paWlBaPRSHh4OEuWLCElJQWz2YyXlxc9PT384x//oLS0lOjoaJKTk+nr6yMuLo6mpiba2tr46U9/Sk5ODjabjczMTJRKJefPn8dgMBARETFmKXgkjEVWhHMuwHG62xlmyQKuh5IvXHsf3XhWKPYDVFfbL3s9qajCA9RID/dWq5XnnnuOp59+mr/+9a/cfvvtM/pAsHfvXgwGA7/5zW+Ay73BI1VP9u/fz0033SSSP4C1a9cSGxvLm2++OUcA5zB9mCkF0PFYs1n1myxGMkoWbpD2N0lAfL/O7vMZC1+HnkT7Upq9cjITXoQjxaQlJiayY8cOjh07RlBQEDt37hR/L+D48eMcP34cnU7HiRMn8Pb2Jjo6muLiYhQKBRs2bMDHx0eMkwM4duwY//d//0d/fz8+Pj48/PDDopXNWLgab7/xprunYphnpHVeDwMpY5V8rwVjWaFcTaTa9WJAbb/Hj7Qn9fX18cgjj3D+/HmOHTtGSkrKDK72Mg4fPoynpyd1dXVs3bqVsrIy1Go1u3bt4plnnkGpVNLQ0CBaTjli0aJFfPLJJzOw8pnHHAGcAcwUAbzeVL/JQph4FlQ/od9K2LQdS2n2QyXO3Iyvp57E8exdxiInzvIiHMs/TSqVsnXrVrZs2TIqCRXyYP38/DAYDEgkEr7//e9TVFSEu7s7KSkpGI1Gjh8/jtFoZOHCheTn5zM8PExycjIFBQWUl5ePSwCnanp2vOnuyQzzjLbO66E/bbz82anEaENrE4lUE67P2W5ALWQjw8il6crKSnbu3ElYWBhnz57F29t7Jpb5FZSVlWE2m9m+fTsPPPAAv/3tb/niiy/485//TFdXF3v37qWpqQlA9PO0R2BgIB0dHeL+8e+EOQI4Q5isPcu1HAcQbzzXu+o3GuzNkh1vrsKX2nHDHokQTnez/fXSk2i/zsncXEcjJ2OV0q6lfGmvoo7V9zUWwc7IyCA7O5vi4mKCgoJYtGgRPj4+VxhM7927lyNHjmC1Wjl9+jTz58/HbDZTXl6OUqkcd4pwOkupo013j9Yv66jM2sNe7b0e+tPs1V5nYrSWlNH6CAHxO+QM+6/JQlDPR4t0O3ToEA888ADf/e53+fnPfz6rHliNRiP9/f185zvf4Y9//CMA27dvZ2hoiOeff54nn3xSvKaVSuVX/r0gFAwMDMwRwDlMDxy/8M4igIJpp9lsnrTqJ5SqZrPq51hSG+tmMFKfj335cjr72SazzpnEVMePTUStupry5VSqqFFRUfzo/7F35mFRlf0bv8+wr0q4gAuKu4IKKS4sA+6Zr6XmCqmlYCmumEualIaYW1DaW27hkuaCmb5l+pOcAUEUzDUVNc0FQQ1RYViHmfP7w+uczuwzMMsZfD7X1R/NHJlnzsw85z7f5f4uXIiCggJ4e3vDy8tL4XmZTIbr16/D09MTXl5euHr1KkaPHg03Nzc8ePAAfn5+6N27NyorK3H79m04OTnB19eX/Y2bO5WqrV5WW2MJI1rM0YFeWzQ1zvAB7v7CjUoz+0d1dTUrxE3pdWoIulLocrkca9euxcaNG7F9+3b85z//4c35ZnBycgIATJgwQeHxCRMmYNOmTThz5gxbo8vsNVyYm1Lm77xK8O8K9IpgagHIpEeYDcfR0ZG909En6sekVvgc9eOuszYpNXXpS00XybrUs9V1nebCHOvUFK3S5tGmnL40RYqyadOmaNq0qdrnbGxs0L59e6Snp6OoqAheXl5o3bo1QkJC2GMqKyvx7bff4sKFC3BwcMCoUaMwZMgQ3qRSlRtLNEXDGaRSqUnHBtYGc6Z864KmdWpL1VvCj5C7TnXTR0pKShATE4O///4b2dnZGrvZLU2zZs1w7do1ld8vYyH17NkzNGvWDADYVDCXwsJCeHp68jLAYWqIALQQphSA1dXVCrUcZWVl7IZSX6J+hoxI0xdj17OZap2mQF0DhTkw1O6HoijIZDIA5k1Rvvvuu/D29qz+HocAACAASURBVEZpaSmCgoJU5pveunUL58+fR8uWLVFUVIRjx44hKCgI9vb2vPzcmWgVAFb8OTo6sjdBxk7V1xVrSU1rs3jRlapXV0doqrIUXVY0169fR2RkJAICApCdnQ03Nzejvbax6dmzJ9LS0pCfn4/27duzjxcUFAAAGjdujGbNmqFx48bIzc1V+fc5OTkICAgw23r5BD9/RfUQc6SAuVE/Ozs7uLi4QCAQsLVcjPDTFfXje5TKXDWJ2urZ1AlCblqHSQHxvXZSWwOFJdCWvqyqqmLFHwC2ZskctZvu7u4YOXKkxucdHBxgb2+P4uJilJSUwN3dHfb29nB1dbWKVKpyyldXqt7QxpK6rFPTCDI+UZt16lNHyC1L4Z7z2gpxXVY0NE3jyJEjmDFjBpYuXYq4uDhenm8uY8eOxRdffIFt27ahX79+7ONbt26FnZ0dIiIiAADvvPMOduzYgfz8fNYK5vfff8etW7de2TF1FG1pN+JXCG79gUQigVwuh7u7u1H+NjfqxxjaMiLzxYsX7CbDXCS1Rf34eHetHE1jCv4tvSbuZs3UW3KxdOpPG0wUgDGf5tMAei7KjR42NjYKlhxyuRyA5bwIgZffhUOHDiEtLQ2Ojo6YOHEiAgICePm51yaVqpyqr6mpMXn60lq6kXWNSqvr3+bedHJvgAytI9RlRVNTU4MVK1Zg586d2LNnDwYMGMDL862O6OhofP/99xg7diyEQiHEYjFSU1OxZMkSJCQkAHg5CSQwMBANGzbEnDlzUFpairVr18LHxwe5ubkWv55YAiIAzQi35qOsrIw1oq0LmqJ+wL+bB7M5AYp1VQKBQGPnLJ9QjvrxdU4q94KlHOHlQxqNge/m0wzKDRSM+FN3HFeYMBdJc3kRcm9Oqqqq4O7uztbb8g1u92xdbvaUx6kx2QXAOOlL5a5pPt6UAorWKea4KVWOzMpkMr2EuLLxuPLN3tOnTzFlyhQ8f/4cqampaNWqlUnfh7GpqalBYmIiUlJSUFBQgNatWyM2NhazZ89WOO7atWuIi4tDZmYmHBwcMGzYMKxfv17vyT71DSIAzQhXADKirWHDhnX6e5qiftxGD2bz5U7N4H7stra2sLe3N3k6pzZwa3/4EPXThHI0jWs9w71Icv3ZLNEFWFt7F3NTl+iPtqiJsSdncKM/fL6JMkf3rHI9G1cQ6ivErcWAGtBunWIulOsIuUKcsfxhOpCZ+l7lm6hLly4hMjISERER+O9///tKdsO+qhABaEakUin746yoqEBlZWWtzDTlcjnKysrYui11UT/mY1U2OeZeWBnBpy6dY476Hm3I5XJUVlZalS2FrguBtjQat67KFIJQ2d7F2dmZV15eXIwVpWLQlqqvS2SWK/r52jAFWE70a4rMAuqFuLXMHOb7VA/lJirutaCoqAiHDh1CSEgIAgMD8dNPP+Gjjz7CypUrMX36dF69D4Lp4Wdc/RWgNk0gzEWc272lLeqnXNzLrfVT7vzSNlfX3IJQXdSPjxuToRdWTR2vXONYU5x3a2nwMVVDirpmHuWxXuoaHDQJcWuMUlliHra2rnrlEXYCgYC9OeZzPaquVCof4PoO0jTNzvJm/CwTExNRWVkJR0dHyOVyREZGom3btpBIJLzu9iUYHxIBNCPcCGBVVRXKysrg4eGh10WOG/Wzt7dXuOgYEvXTVwAopy65aQVTCUKuAOB71I+5eBkzmqbOFqKukVmuvQufa6n0nehhCvRpcGDOOwCraUzgU3e3Oph9q6qqSqWBii+ZCC5MZJrvEXRGpCqXozDcv38f8+fPh0QigbOzM86dO4eioiIIBAIEBARg6dKlGDVqlNnWu3LlSixbtgx+fn64cuWKwnPXr1/HvHnzkJWVBXt7ewwbNgxffvmlzsk7BP3g59WgnsLdgLlduLomHnCjfq6uruxdZ12jftpgjGOVrThMFSFkon7cTYtvFyxAceScsQWANgsUTeddU+elsgDga+OMMSd61BZ1kVlugwP3vDMwti98/Y5yo1R8/S0xnz2T8rW3t1ep31Q3ws7Ulj+a1slYvPBp+ogyyhFf5etBTk4O3n33XYwaNQrr169nz/mNGzeQmZmJzMxMuLq6mm29+fn5SExMhIuLi8o5zc/Ph1AohIeHB1atWoXS0lKsW7cOV65cQU5ODm9LLqwJEgE0I9w6GKlUitLSUjRo0EDjBa8uUT9ts3GNgbEihNbUkcqtoXNycrJINE05UqVc8M2sqbKykvdi2ppsPhgxzfzOjNnxasx1MjdSfI9Scbt8tTV3afq+m8vyx1qmj3D3UXURX5qmsW3bNnz66adITk7GpEmTePE+xo8fj6dPn6KmpgZFRUUKEcAZM2Zg586dyMvLU/DtGzRoEDZt2oSYmBhLLbveQASgGeEKwJqaGtYwVllIaKr1Y57jRv2UNz5L+frpEoTqIlXctB+fN1ducTrfaug0dV4CLwvt7ezs2Fo2vqwZMH6jh6nQVOep3HnJtZ6xhBehNaR8Ad1GxPr8e+4+o9xYUlejZC7WYkWjS6RWVlYiLi4O6enpSE1NRY8ePSy42n/JyMjAgAEDcPHiRcTGxqK4uBiXL19mn2/atCn69euHvXv3Kvy7Tp06oWXLljhx4oS5l1zv4Oc3up6iKQXMhbng6BP1U764mDrqpw1NKWPuJAHmOMbIl+lEtkTaT1+YixUAXnZ6MiO9mG5uAKzwYAQ2wJ9IlTXVeXKjacrfUeacGzJH2lSzda2hMQEwjmWOrsYSdSPsDLVaqqtINSe6Rrrdv38f7777Ljw8PJCbm8ub2jmZTIZZs2YhJiYGfn5+Ks8/fPgQ//zzD3r27KnyXFBQEH777TdzLLPeQwSghVAWgEydCRMVUVfrx4g/XVE/PszKVDd8nrkwcgfPM2s35xB0feDa0PC9ho6bmlYWKsoRE2VBaM5IlSUbPQyhNtE0bcJE19jA2p4DXZ89n+CKVGPeSKnr8FYeYafOaklTeQrfLV4YdIlUmqaRnp6O9957D1OmTEFCQoLFrwlcvvvuO9y/fx8nT55U+3xhYSEAwNvbW+U5b29vFBcXs79PQu3hzzfiFYMrABk3eebO2FqifobApM1qampgY2PDDkNXFyE0xVgpQ1BuSOFrREWf1LQ6YaIrUmVsQciHRg99MdZ4PF3ChGuBUptIlTUZUJtTpHLPO7PHKPviadprmHNqbJFqbHSJVLlcjg0bNmDt2rXYtGkTRo8ezavvxtOnTxEfH4/4+Hh4enqqPYa5UXVwcFB5jpmyU1FRwdvPyFogAtCMqPsRMtM8mM2xNrV+AoGAF1E/TXDv/jUV+2tLGZtLECpPS+BrehJQ9Eo05GJlaKSqrqlLa2r0MKW3nyZhwu121dcU3FoMqPkQTdPWWa+81zA4ODhAIBDodGiwBExjoKZ0v0QiQWxsLC5fvoyMjAz4+/tbaKWa+eSTT9CoUSPMmjVL4zHMNBLmJokLs0eRiSV1h5+K4RWAKdaXSqVwcHBQsBaoL1E/Zb88bXf/mlLGmmoIuZEqY2AtDSnGrqHTFKkyhiDkilQ+36BYQqRyhYkhkSq5XG4VBtR8rkvk7jXc3xNzLpk9yxz1m4bArfdTt5f+9ddfiIqKQtu2bZGTk1PnOfOm4NatW9iyZQuSk5ORn5/PPs7ceN+7dw/u7u5s6pdJBXMpLCyEp6cnb298rAnSBWxG5HI5O3WA+SHb29uzvkuGRv0sZUWiD/pE/QxBU7drXQWhcuTHycmJ1+lJc9fQaRujpqmWzVoaPQDVSCpffk/qvAi5WzXT3c2nulkGrhcdn61oNHXPKt8EmXKWtD5w9311vyeapnHs2DFMmzYNc+fOxdKlS3n3nWAQi8Xo37+/1mPmzp2LL7/8Ek2bNkVERAT27dun8HzHjh3h4+NDuoCNAD92u1cEuVyO0tJS1vi0urq63tX6mSo1rdx1qSwImVo2QwShsUWqqbBkDZ2htWzc2dJ8b/Tgc7qfse2xt7dX6PBmIlfK9Zt86/DmsxUNoD06beh33tQzvJlaT3V7lEwmw+rVq/Hdd99h165dGDp0KG/POQB07doVhw4dUglsfPLJJ5BIJPjqq6/Qtm1bAMA777yDHTt2ID8/X8EH8NatW5g/f75F1l/fIBFAM1JTU4Pi4mK2bufFixdsKqe+RP0sJVINiRAqn1M+RylMOXnEGDARa6a7m+tDWFsbDlNj6AxnS6GrLlGbF6GpGno0weeULxflqR61Ef7c+k1NowONUbOsq3P6+fPnmDZtGh48eICDBw+iXbt2tX4tSxMREYGnT58qGEHn5+cjMDAQDRs2xJw5c1BaWoq1a9fCx8cHubm5JAVsBPipJOopNjY2cHd3ZzdjbmcsM8aNRP1qh74RQm6aks9RCj6cU31gIlWM6Lazs4O9vb1OGw5LCEJd3n58gtvhrUn46/IiNHZDjyaUx49Z8znVB279JqB9dGBto7PcucPqzum1a9cwYcIEBAUFISsry6zj20yBOqP6Fi1aID09HXFxcVi8eDEcHBzwn//8B+vXryfiz0iQCKCZqaqqYjcMZswb8O8GzVwYpVKpVUT9uHU0fBapMpkM1dXVKh1/3A2aL/VUfJ48ooyuGjp9oiV1nSOtD9aUntR3TJoualO/aejf1zZ+jE8Y65zqi6aMhK7orHKEUnnuME3TOHToEGbNmoX4+HjMmTOHF3sWwTohAtDMMMPPmQ1BOY3DxcbGBo6OjhbvPlOHpUbO1QauoGIuVMqF3upmu1pCEHIFlTkuVLWlto0eyt2u5hCExvL2MzWmtqJRrmXjCkJD0/XKKV8+13oyvylLdk4rR2fVNZYIBAJUV1drHOlWU1ODTz/9FD/++CN+/PFHRERE8PKcE6wHIgDNyIULF7B7926Ehoaib9++cHV1ZX/ANTU1SE1NxZAhQ9jUjrkHn+uLOkHF141IX0Gl7Y7dHILQmjpnjX3xr80caX2wppFelrCi0Rad1TY1g5ue5HP9LB98CDWhLTrLpPWzsrLQs2dPNGjQAEVFRZg8eTLKy8tx4MAB+Pj4WHD1hPoCEYBm5MaNG/jvf/+L9PR05OXlITAwEGFhYejYsSO+/fZbnD9/Hr/88gvCw8NZOwJ1d42W6vrj3k1TFFUvI1QM+gpCdbUrhmJNI9LM0TyjLEpqY/ljrHovc8AXKxpd0VnuDG916Uk+YS1NKYBiDaWdnR1kMhkKCgoQEBAAgUCAzp07459//kHXrl2xdetWtG7d2tJLJtQTiAC0ADRNo6ioCCdPnsTXX3+N7OxseHl5oUePHujatSuEQiF69eqlctGypCC0pqifcsrPGILKFILQmjwILVnrqUkQajr31pRG57MVDaAYneXO8FYW48a4ETIW1hSh1FRDKZfLcePGDezcuRNnzpzBnTt3UFRUBADo0KEDwsLCMGzYMIwcOdJk68vNzcWOHTsgEolw7949eHp6ok+fPkhISED79u0Vjr1+/TrmzZuHrKws2NvbY9iwYfjyyy/RqFEjk62PUHeIALQQeXl5eP/993H27FnMnTsXs2bNQk5ODkQiEdLT03Hv3j0EBQVBKBRCKBSiZ8+eKjUh3M4zZRsIY6YtmagPYD0XVFOn/JS7/tSJEm1inO/2Llz4EqFi0CbGmc56axLUfLaiAVTLKABo/N5bskxFWVDzOULJ/fzV3aRWVVVh8eLFOHr0KPbv34++ffvi4cOHOHXqFE6dOoWMjAwEBARg165dJlvj6NGjkZ2djTFjxqBbt24oLCzExo0bIZFIcObMGfj5+QH4167Fw8MDs2fPRmlpKdatWwcfHx/k5OTw9npBIALQItA0jcDAQFRUVCAlJQXBwcEqzxcWFkIkEkEsFiM9PR0FBQXo3bs3hEIhwsLC0KNHD5VibX1EiSGCUC6Xo7Kyku2cdHR05F2EgsHSo9z0EeNMMw+zVr53eFtLXSKTmmY67Bn4IErUwUSo+N48pU+EUtv33pxehNYkqLkdyeo+/4KCAkyaNAl2dnbYt28fvLy81P4dmUxm0huc7OxsBAUFKazvr7/+QteuXTF69GhWfM6YMQM7d+5EXl6egmHzoEGDsGnTJsTExJhsjYS6QQSghfjrr7/QvHlzvQZa0zSN/Px8iEQiiEQiZGRk4MmTJ+jbty8bIQwICFDZSOoyPo17189sqHxEed4wX1I+mi6MDEyEii+iRBlr6fIEVEePMZMz1JVKmNsgmYu1RqgMEVS6xqiZwotQl6DiC7qakmiaRnZ2NiZOnIjx48djzZo1vIye9ejRAwKBALm5uQCApk2bol+/fti7d6/CcZ06dULLli3JyDYeQwSgFULTNO7du6cgCJ8/f47g4GCEhYVBKBSiW7duKkJImyDkbsxVVVW8j/oA1pVGZUQKALUd3pYe48VgTVNS9PX2s4QoUcZapo8Axk35a+t25Yrx2px7a+ry1tWRLJfLsWXLFqxYsQIbN25EZGQkL78fNE2jZcuW6Nq1K3777Tc8fPgQLVu2xJo1a/DRRx8pHDtx4kT89ttvbO0igX/w81aJoBWKotC6dWu8//77eP/990HTNO7cuYOTJ09CLBbjm2++QVlZGUJDQxEWFobw8HB06dKFFRjcaRncjZlrkmxjY8PLu0/AeqZkAJrTaMoRQuaCa0lBaC2m3oBq57S2CLWm2a7M+Tf1xAxrmZRhjDFpyuiaq8uk7gHDvAh1zcjlE7o6kisqKjBnzhxkZ2dDJBIhICDAQivVze7du1FQUICEhAQAQGFhIQDA29tb5Vhvb28UFxezN2gE/sHPqybBICiKQtu2bdG2bVvExMRALpfj5s2bEIvFEIlESEpKglQqRUhICIRCIcLDw9GpUycIBALY29ujpKQESUlJmD59Ols4zxUl5pzYoAtrmpKhLepDURTs7OxUxnhpEoSmrmPjRn34Lqi5UZ/aCCptglAmk6kIwtpOzLCmSRnm8iHknnsHBwcVL0Lu6EBN+46uGbl8QtdIt3v37iEyMhJeXl7Izc3Fa6+9ZqGV6iYvLw+xsbEIDg7G5MmTAYDdMxwcHFSOd3R0ZI/h82f0KsPPXZ5QJwQCATp16oROnTrhww8/hFwux/Xr19mmktWrV4OiKISGhqJNmzbYt28fnj59ioEDByI4OFjBikDdfEvuxqzP1ABjoOxByOeNX7kuUR+RokkQMsKEO8vYmILQGqxIGEwl/nVFqZjPEtA/bWlNNZTcGjpzi391c3W5pSpSqVRh36EoCjKZDBRFWVU0Vd1It5MnT2LKlCn44IMPsHz5ct6+FwB49OgRhg0bBg8PD6SmprLvhalhZ34fXLjOEQR+QgTgK4BAIICfnx/8/Pwwc+ZMyOVy5ObmYsGCBfjpp5/Y6OGWLVtw48YNCIVCtGnTho0QMikLZU8wcwlCa/IgNFYkxRyC0JpEinJdminFv7YolT5pS2tM+fKlho4rCJX3naqqKrZ+k0kBK08r4cP3V1d6Wi6XIykpCUlJSfj+++/x9ttv82Ldmnjx4gWGDh2KkpISnDp1SqErmUn9MqlgLoWFhfD09OTtjTqBCMBXkjNnzmDy5MnIz89HcnIypk+fjj///BMikQjHjx/HsmXL4OrqyjaUCIVCtGrVSm9ByB0jVVdBaM4Lf11QjlAaO5JiTEGoXEPJd5Fi6QglV5RoEoRM2pKZ4MMXQaUJa5qUAryso2RuVJiJJMoG1Xyw/dGVni4tLcX06dORl5eH06dPo1OnTmZdn6FUVlZi+PDh+Ouvv5CWlqay3ubNm6Nx48ZsRzCXnJwcXtczEkgX8CsHTdMYOHAgysvLsX37dnTs2FHlGKlUiosXL7Ip46ysLLz22msKTSUtWrRQSWloGiNl6KB55u9ZgwcdwI8Ipa4pMcy5B8B2TltDDSWzVj53zjLnvqKiAsrbqbaZupaCm/Lls7E7oFqbqu5GRdt335y2P8p2RMprvXnzJiIjI9G5c2ekpKTA3d3dZGsxBjKZDKNGjcKxY8dw+PBhvPHGG2qPmzFjBnbs2IEbN26o+AB+9913mDZtmjmXTTAAIgBfQZ4+fYoGDRroFaFiIlt//PEHO6Xk9OnTaNKkCWtKLRQK4e3trVYQaho0r62OyhSj3EwFX8eOabooMtjZ2cHBwYE3aTNluBdTvptlK9vmMDY/mmbqWqqhytpsU2rbkazL9qe2TT3aXk9bsw9N0/j111/x4Ycf4qOPPsLixYt5e965zJ07F19//TWGDx+OMWPGqDz/7rvvAvh3EkjDhg0xZ84clJaWYu3atfDx8UFubi5v9kSCKkQAEgyCuYjk5uayEcIzZ86gefPmCoKwSZMmGgUhsymrixBKpVJIpVLej/LiQ2pSX7jRVIqiIBAIeGOOrG2tfK/31OXtxkX5u6/Og9MYYxu1rZWpS+N75NfY6WlTehHqMsyWyWRITEzE1q1b8cMPP2Dw4MG8Pe/K9OvXDxkZGSpRbQBsMw7DtWvXEBcXh8zMTDg4OGDYsGFYv349GjdubM4lEwyECEBCnWDu1M+cOcMKwtzcXLRu3RphYWHsf40aNdIqCLmbMuNVaMy7dGNiTaa+mtaqKUpiSUFoTU0purzddKEcHTdkSo+hWFPK1xxr1XUzqm/9sq4JJM+ePcPUqVPx5MkTpKamok2bNkZ/LwRCXSACkGBUmKgIY2oqFovxxx9/oF27dmx0MCQkBK+99ho7F3f9+vXo2bMngoKCYGdnx27ODHW9Szfme7OmKRmGrNWSgtBaz6sxo9SaBKHyHG+KovQ+/9aW8rXUWrWVq6hL2XMbvjSt9c8//8SECRMQHByM7777Di4uLmZ5LwSCIRABSDApTOopMzMTYrEY6enpOH/+PDp37oyuXbvi6tWruHDhAlasWIF58+axFzdtEUJT1PHowpqmZBjDL89cgtCajL3NuVZNYxv1nRRjSHra0vBtrTRNqxizcyO0wMvPR1O934EDBzBv3jysWLECsbGxvBXdBAIRgASzQtM0SktLsXTpUmzatAkuLi5o2bIl7OzsFCKErq6uKhsr15xXWRCacp4r05DAGFDztSEBMF1TiikEIUlN6o+yINHU5c00oFjLpIy6ptLNhVwuh1QqRVVVlUJN3JUrV7Bt2zaEhISgb9++2LFjBw4ePIh9+/YhLCyMt6KbQACIDyDBzDx69AjR0dE4evQoYmJisG7dOsjlcpw6dQoikQgrV67E1atX0b17d4SGhkIoFCI4OJgVXlxzXm3ju4wRobK2hgRTNqXoO09XH0HIRwNiTfAljaqvDyT3eD53TwO6x6TxCblczpp/MzenMpkMZWVluHHjBlJTU9mo4JAhQ3D58mU0bNgQ/v7+vP1uEwgkAkgwK9u3b8fixYuxbds2DBs2TOV5mqZRXFyMjIwM1nbmxo0beP3111kPwt69e6ukiXRZPxgqCJWtaPgamQD40ZSib4QQgFV4+wHWZZbMLVFgmnwAxfNvqgi5oVjTjGTuDYCmG6tz585h6tSp6NWrF5o3b47Tp08jJycHUqkUDRs2RGJiIqZPn26R9VdVVSE+Ph67du3C8+fP0a1bNyQkJGDgwIEWWQ+BXxABSDArNE3jxYsXaNiwod7HFxUVIT09nRWEt2/fRs+ePdmUca9evVQuzrVNWXIvTtYUneJb84Q2QQ6AnShjadsZTVg65WsI6tKo+twQWUIQ6rJN4RO6RrrRNI2dO3diyZIlWLt2LaZOnco+X1FRgbNnzyIjIwNCoRAREREWeQ8TJkzAwYMHMW/ePLRv3x4pKSmshVdISIhF1kTgD0QAEqwKmqbx+PFjiMVi9r/79++jV69e7Ni6Hj16qFxY9BGEAoGAnebA94uTNTVPcC+kjOCra4TWlGu1lvQ0oHv6BIM2LzxzNVXpsk3hE7pGulVVVWHBggU4ceIEDhw4gF69ellopZrJyclBnz59sG7dOsTFxQF4uW5/f380adIEWVlZFl4hwdIQAVhHHj16hOTkZJw9exbnzp1DWVkZRCIRwsPDFY6rqKjA999/j8OHD+PPP/+ERCJBu3btMG3aNEybNk3lIkPTNNauXYtvv/0Wjx49QocOHfDxxx9j/Pjx5nx7vIemaRQWFrKWM+np6SgoKEDv3r1ZQfj666+reHoZO2VsTvg6fUQdmrz9+Bih4kan+J7yrWt9qramKmPbLvGljlJfuLWJ6kT1w4cPERUVBVdXV+zduxdNmjSx0Eq1s3DhQiQnJ6O4uBiurq7s41988QWWLFmCBw8eoHnz5hZcIcHS8PdXaCXk5eVhzZo1KCwsRLdu3QBA7YZ5+/ZtzJ49GxRFYf78+Vi/fj18fX0xY8YMTJkyReX4JUuWYPHixRgyZAg2btwIHx8fREZGYt++fSZ/T9YERVFo1qwZoqKisGXLFty4cQPXrl3DpEmT8PfffyM6OhotW7bEqFGjkJSUhHPnzqGmpoZtaigqKsInn3zCzhxm0meVlZWQSCQoLS1FeXk5qqurFQxjLQFz0S8vL4eNjQ1cXV15K/6YSJpEIgHwsnCeG1Flzr+joyNcXV3h7u4OFxcXtsGnsrISZWVlKCkpQVlZGaqqqhT82YyNVCqFRCKBXC6Hi4sLryOqMpkMEokEUqkUTk5OcHZ2NnitzPl3cHCAi4sL3N3d4erqyr7v6upq9vxLJBJUVlZCKpUafP6Z6G9lZSX7WnwVf8z3rry8HLa2tiqNKTRN49SpU2zpyf/93//xVvwBwIULF9ChQwcF8QcAQUFBAICLFy9aYlkEHkEigHVEIpGgpqYGDRs2RGpqKsaOHQuxWAyhUKhw3NOnT/HkyRN07txZ4fGpU6ciJSUFt27dQtu2bQG8vMP09fXFhx9+iK+//po9Njw8HH///Tfu3r3L202Ub9A0jbt370IkEkEkEiEjIwMvXrxAcHAwWrZsiX379sHJyQm//vorOnXqpPDvtNluGHNSgz7wodFDX4ztQ6guZWmsPpFeKgAAIABJREFUCGFdZs5aAn1TvnXFGNMydKVR+QT3O6vu9yWXy/Htt98iMTER3333HcaOHcvb3x+Dv78/vL29ceLECYXHr127Bn9/f2zatAkxMTEWWh2BD/C3CMNKUL670oSnpyc8PT1VHh8xYgRSUlKQl5fHCsDDhw+jpqYGM2bMUDh2+vTpiIyMRHZ2Ning1ROKouDr6wtfX19MmTIFNE3j4sWLmDFjBn777Td07doVz58/x6effsqmjLt06QIbGxu1thvMf4zthqkFoXKjB9/tMpTrvGp70ddmO6PJ9sdQQWhtKV9zds4ytbE2NjZsVJY7LUMqlaK6uhqAekHIFapubm68FtWMnQsAuLi4qNQmlpWVYfbs2fjjjz+Qnp7OZnr4TkVFBRwcHFQed3R0ZJ8nvNoQAWhhHj16BABo1KgR+9iFCxfg6uqqEJECFEP3RADWjszMTEycOBHFxcXYsWMHoqKicOvWLTZCuH79etTU1LAehEKhEJ06dWLnEzOCRnlSAyMIjTnL1doaPUzZPGFsQcito1R30ecTfOic5QpC4N8IIdeHkBGETI0nMyqPz+KPEaqavrN37txBZGQkfHx8cPbsWXh4eFhopYbj5OTEehdyYX4rTk5O5l4SgWfwd9d7BaiurkZycjLatGnDijsAKCwsRNOmTVWO9/b2BgAUFBSYbY31CZqm8emnn6Jly5YQi8Vo3bo1AKBTp07o1KkTpk+fDrlcjmvXrrFNJatWrYKNjQ1CQ0PZ2p/27dtDIBCwohDQLgiVJzXoA1egWEP6zNyRNEMFIff8V1VVmcww29jw1SyZKwgZj0yudybT6S2RSGr9GzAluiKqNE3jxIkTiI6OxsyZM7Fs2TLenHt98fb2VnutKCwsBAA0a9bM3Esi8AwiADkwUQx9YMLodWHmzJm4fv06jh49qrApktC9aaAoCqmpqWjQoIHGzVwgEMDf3x/+/v6YNWsW5HI5rly5wkYIly9fDicnJ4UIoa+vr05ByERHdF0MTT3Rw9gwAoWiKItG0jQJQuYzYKKTDEzDD58jqtzvQW0aPcwJc8PCfA9sbGxUZnlzfwPGipLXBl0RVblcjnXr1mHDhg1ISUnB8OHDeX3uNREYGAixWIzS0lK4ubmxj589exYAEBAQYKmlEXgCEYAc0tPT0b9/f72OzcvLQ4cOHWr9WmvXrsXWrVuRkJCAN954Q+E5JycnhQgGAwnd153XXnvNoOMFAgG6d++O7t27Y+7cuaipqcGlS5cgFotx7NgxfPLJJ3Bzc0NYWBgbIWzVqpVaQchtaFAWhEztVEVFhVU0evB9mgNXEDo4OLCpPuBlzRrX+sRcPnj6woeUr74oN9FwhapAIGANvwHV34CmOlqKosziRajuhqWkpATTpk3DnTt3kJ2dXac93tKMHj0a69atw+bNmzF//nwAL30AU1JS0KdPH2IBQyACkEvnzp2xfft2vY718vKq9esw49CmT5+OJUuWqDzv7e0NsVis8rhy6F5fD0KG06dPY+HChbhw4QLc3d0xduxYJCYmwsXFReE44kGoGVtbW/To0QM9evTA/PnzIZVKceHCBYhEIhw+fBgLFy6Ep6cnKwjDw8PRvHlz9mLIwI2OcOunAMDOzo7XUT9N3n58RFMkTVuE0JKC0NpqEw0ZlafuN6CubIIrCG1sbIzixamPF2FeXh4iIyPRrVs3ZGdnK0TNrJFevXphzJgx+Pjjj/HkyRO0bdsWO3bswP3795GSkmLp5RF4AH93FwvQtGlTTJo0yaSvcfjwYURHR+Odd97BN998o/aYwMBAbNu2DdevX1ewjVEO3TMehB06dGA3LU0b5cWLFzFgwAD4+fkhKSkJDx48wLp163Dr1i0cPXpU4dglS5Zg9erVmDZtGoKCgvDzzz8jMjISFEVh3LhxxjgN9QY7Ozv06tULvXr1wsKFCyGVSvHHH39AJBLhwIEDiIuLQ9OmTRUEoZeXF3sxfPr0KbZv347p06ez6TB1NYS6LDfMgbV1JGuzzlGOEFpaEFqbHY2uSJo+KEfJla2XGCHMfFbcsglDTa8Z02x1zVQ0TePIkSOIjY3Fxx9/jPnz5/P63BvCzp07sWzZMuzatQvPnj1D9+7d8csvvyA0NNTSSyPwAOIDaES0+QACQEZGBoYMGYKQkBD89ttvGgv7Hz58iDZt2mDatGnYsGEDgJebVHh4OO7evYt79+6Boii9PQgB4M0338Tly5eRl5fHWtds27YNMTExOH78OAYNGsS+NvEgNA6MYMrJyWGbSs6ePYsWLVogLCwMXl5e+O677yAQCJCeno5WrVqx/1a5fspQDzZjY00dyUDd/fLMOSnD2lK+5prqwQhCbnMPoHueNxe5XI6ysjKFOclcampq8Pnnn2PHjh3YvXs3Bg4cyNtzTyAYGxIBNAIJCQkAgKtXrwJ4edeVkZEBAPjkk08AAPfu3cNbb70FgUCAd955R2WiR/fu3dG1a1cAQPPmzTF37lysXbsWUqkUPXv2xM8//4zMzEzs2bOH3aD09SAsKSlBWloa4uLiFP7NpEmTMG/ePOzfv58VgMSD0HhQFAUHBwc2+rds2TJUVlYiIyMDy5Ytw7Zt2+Dn5wcnJyckJydDKBQiNDQUjRo1Uqif0ma5wY1MmUoQGsvbzxzUdUQag7oIIVeUcyOEdRGExoikmQtdkTRjQ1GUihcnV5AzNdGaBKGuDuqnT59iypQpePbsGXJyclhXAALhVYG/u40VER8fz9YVURSF77//HsDLjYkRgH///TdKSkpAURRiY2MV/j1FUfj0009ZAQi8nNfo4eGBTZs2Yfv27ejQoQN2795dqzq8K1euoKamBj179lR43M7ODgEBAbhw4QL7GPEgNB0UReHWrVuIi4vDnTt3sGHDBrz//vvIzs6GSCTCf//7X0ydOhUdOnRgG0pCQkLg4eGhYLmhLAirq6sVIoTGik6Z2tvP2JiyNlGbMXJtBKG1pXyVz61yJM0caLP+4QpC4GV6WS6Xa/zeXrp0CZGRkYiIiMDhw4fh7Oxs1vdCIPABIgCNgFwu13lMRESEXscxUBSFxYsXY/HixXVZGoB/m0cYH0EuXl5eyMzMVDiWeBCaBpqmMWnSJNjY2ODcuXPw8/MDAAwcOBADBw4ETdMoKytDVlYWRCIRkpOTMXnyZHTu3Jm1nQkNDYW7u7taQcikyaqrq+scnbK2KRlM84S5ahPrIgiZSJq+zROWhptO51PdpzpByAhBZq+VyWQoLi5GdHQ0goKCEBYWhnv37mHx4sVISEjAjBkzeH3uCQRTQgQgTzClByFTTK3JW5DrK0g8CE0HRVE4dOgQvL291X6GFEXB1dUVQ4YMwZAhQ0DTNEpLS3Hq1CmIRCKsXbsWEydOhL+/P5tWDgkJYS/KylMauP5rhghCa+pENVbKt64YIggZrKHej89WP8rI5XJW/Dk7O8PW1hYymQwFBQWgaRobNmxAYmIiKIpCQEAAnjx5ArFYjD59+hBrLcIrCX9zDq8Y6enpcHZ21uu/mzdvGvS3mc1N01ggbvqDeBCaFl9fX70FPEVRcHd3x7Bhw7Bu3TqcPXsWhYWFiI+PB/Cy9rRVq1bo378/4uPjkZaWxs40ZYSIi4sL3Nzc4OrqytZsVVVVoaysDCUlJZBIJKisrERNTQ3b6FFeXg4bGxu4urryWvwxkyakUimcnJx4ZZbMCELuZ6CcNq2srFT5DPjSk8c0T1RXV8PR0ZH34q+6uhoSiQTAy9poJv1va2sLHx8fbNq0Cd27d8fQoUMRHx8PHx8fbNiwAf3790fDhg0xduxYi67/999/x5QpU9ChQwe4uLigbdu2iImJYUeFKnP69GmEhobCxcUF3t7emDNnDvvbJxD0hb+7+yuGKT0ImfQtkwrmUlhYqDASSF8PQk2kpaVh1apVuHLlCioqKtCmTRtER0cjNjZWpQ5HX19CwksoioKHhwfeeustvPXWW6BpGsXFxUhPT4dYLMayZctw8+ZNvP7662wNYe/eveHo6GhQdMoapmRYkx2NOr885vHaRmlNibU1puga6ZaTk4OJEydi5MiRWL9+vYIx9Z9//on09HSDynNMwaJFi/D8+XOMGTMG7du3x+3bt7Fx40b88ssvuHjxokJZjiGWXgSCNvj7y37FMKUHob+/P2xtbZGbm4vRo0ezj1dXV+PixYsKjSX6ehCq49ixY3jzzTfh7++PpUuXwtnZGUePHsWcOXNw+/ZtJCcns8eSTazuUBQFT09PjBo1CqNGjQJN0ygqKoJYLIZIJMKCBQtw584dtvZJKBQiKCgIDg4OrCC0s7PDwYMH0b9/f9aAWnlKBiNE+DAlg6ZplJeXW40djbYOam2i3BKC0NoaU3TZ59A0je+//x7x8fFISkrC5MmTFZ4XCATo1q0bunXrZonlK5CcnKzizffGG28gPDwcGzduxOeff84+vmTJEnh6ekIsFrOuDq1bt0ZMTAxOnDjBOjoQCLogPoD1BH18AC9duoQbN26o+AAeO3YMgwcPBqC/B6E6oqKi8NNPP6GwsBANGzZkH4+IiMDFixfx/PlzhfXo40tIqD00TePx48cQiURslPDBgwfo3bs3QkND0aNHD2zZsgW//vorfvjhB4wYMUJhSgbXg42Ba0ptjAkNhsCIKZqmrcKOpi5+ecqCUCaTmaTTm/t6jLC2hsYUZWGtHKWsrKzE/PnzIRaLceDAARUHBGuhUaNG6NevHw4cOADgpaVXo0aNEBcXhy+++II9TiqVwtPTE+PGjcOWLVv0/vtvvfUWfv/9dzx+/FijrVhUVBRSU1Px6NEjeHh41O0NEXgFiQBaOfp4EALAypUrERwcjPDwcMTExCA/Px9ffvklhgwZwoo/QH8PQnU4OTnBwcEBDRo0UHjcy8tLoc7QEF9CQu2hKApeXl6YMGECJkyYAJqmUVBQAJFIhB9//BFffPEFHBwcMHLkSNy+fRu5ubkIDAxUEHmAdrsNcwhCc5oPGwNjRCl1NZUYM0Iok8nY+jG+C2vg365kTd+FBw8eICoqCh4eHsjNzUWjRo0stNK6IZFIUFpaqrB+Qyy99OHdd9/FL7/8gkOHDmHixIkqz5eXl+Pw4cMYOnQoEX/1ECIArRx9PAiBl6ndtLQ0LFq0CHFxcXB3d0d0dDRWrVql8jdr60E4a9Ys7N+/Hx988AHi4uLg5OSE3377DYcOHcK6devY44y9iRH0gxGEd+7cwbFjxxAcHIw1a9bg5s2bEIlE2L59O4qKitC3b18IhUIIhUJ0795db0FoyIQGfbG2CSSMmDJ2lNJUglCXmOIT+ox0y8jIwHvvvYf3338fCQkJvK5f1EVycjKkUqnC+E1DLL304a233oKbmxv27NmjVgAePnwY5eXliIqKMnD1BGvAen8dBAD6eRAyhISE6LVB1NaDsHv37jh58iSGDx+OrVu3Anh5Mfrmm28wbdo09jhjb2IE/Vm8eDG+/PJLLFu2DJ988glsbW3Rt29fTJ48GTRN4+7duzh58iTEYjE2bdqE0tJSBAcHs3OM/f39FQQGYDpBaG0TSMwZpayNIOROizH3VI+6wq33U2dELZfLsXHjRqxevRqbN2/G6NGjLfZ+jGHplZGRgeXLl2PcuHGIiIhgHzfE0kvf1x81ahR2796Nf/75B40bN1Z4fs+ePXB3d8dbb71l0N8lWAdEABLUUptNLC8vD8OGDUOrVq2wdu1aODo6Ys+ePZg5cyaaNm2Kt99+G4DxNzGC/syZMwfDhw9XWydKURR8fX0xdepUTJ06FXK5HHfu3GEF4YYNG1BRUYGQkBAIhUKEh4ejS5cuEAgEegtCrhDRJAitbQIJH8SUNkHImIMzNYTMlAzg5e9N3e+QT3BvBNR1fJeVlSE2NhaXLl3CqVOn4O/vb4llsqSnp6N///56HZuXl4cOHTqoPDZy5Eh069aNvZFmMMTSS1+ioqKwY8cO7N+/X2FKVXFxMY4fP46oqCjef0cItYMIQIJaarOJffTRR7C1tYVYLGY3otGjR6N///6IjY3F8OHDIRAITLKJEfSjRYsWaNGihV7HCgQCtGvXDu3atcO0adMgl8tx48YNiEQiiEQirFu3DnK5nJ1SIhQK0bFjR7WCkNtQIpVKAShOcrCxsYFAILC6KRl8GJGmDq4gBP5tKqmqqmLPP/Dy9yaVSk0+T7o2cKOqmrqSb9++jcjISLRp0wZnz55VaD6zFHWx9Hrw4AEGDx4MDw8PHD16VMUSyxBLL33p378/vL29sWfPHgUBeODAAdTU1JD0bz2GCECCWgzZxJhNKTMzE8OHD1cRcMOHD8f8+fNx9+5dtGnTxiSbGJe0tDQkJibi/PnzkMvl6NChAxYuXKhi9kp8CA1DIBCgc+fO6Ny5M2bMmAG5XI5r165BJBJBLBYjMTERNjY2CoKwXbt2EAgEsLOzY1O4jCBkRCET8WVSkwCMPsvX2Fhi/FxdkUqlrNhzcnJSEObq5klbUhByo6rqbgRomsaxY8cwbdo0zJ07F0uXLuVNlLi2ll5Pnz7F4MGDIZVKIRKJ1I7kNMTSS18EAgHGjx+PpKQk3Lt3D61atQLwMv3r5eWFAQMGGPw3CdYBEYAEtdRmE2MuJsowEQfGTsQUmxhDSkoKoqOjMXjwYKxatQo2NjbIy8tDfn6+wnHEh7DuCAQC+Pv7w9/fH7NmzYJcLsfly5chEonw+++/47PPPoOTkxM7tk4oFMLX11dFEFZXV+PJkydwc3Nj/3ZFRQUb+eHWEPIBvoyf0xdtfnnqxgdaWhByo6rqaj9lMhnWrFmDb7/9Fjt37sSbb77J6/OvD2VlZXjzzTdRWFgIkUiEtm3bqj2uQYMGGDhwIH744QcsW7aMdVHYtWsXysrKMGbMmFq9flRUFJKSkrBnzx58/PHHyM/PR2ZmJubMmWP155agGeIDSDAaYWFhuH79Om7evInXXnsNwMvNunfv3vjrr7/w9OlT9oKjry+hIdy9exddunTBBx98gKSkJK3HEh9C01NTU4NLly6xEcLMzEy4u7uzgjA8PBwCgQDvv/8+nj17hoyMDDZ6zEQImRF1gGLK2FKCkK8pX03o8svThLIg5I6pY1LLzOdgTIEglUpRXl4OgUAAZ2dnlajq8+fPMW3aNDx48AAHDx5Eu3btjPbalmTEiBE4cuQIpkyZotD0AQBubm5s/TQAXLhwAcHBwejSpYuCpVd4eDh+++23Wq+hS5cusLW1xeXLl7F27VosWrQIubm56NGjR63/JoHfEAFIMBrHjh3DsGHDWCNpR0dH/Pjjjzhz5gxWrlyJjz/+mD3WFJvY4sWL8dVXX7HRJIlEAhcXF5ULlLHNVAn6IZVKcf78edaYOj09HRRFwc3NDbGxsRg3bhyaN2+u8nnJ5XKFphJGEAoEApUuY1PCWKZoEid8wthdyYwg5H4OxhSEylNI1M11vnbtGiZMmICgoCBs3rxZo3GxNeLr64v79++rnQXdunVr3LlzR+GxrKwsLFq0COfPn2fLV1atWlWn8pWVK1di2bJluHTpEiZNmoSKigrk5eXV+u8R+A8RgASjcvz4caxcuRLnz59HTU0NOnXqhNjYWMTExKgca+xNrGfPnpDJZFi4cCEWLFiAgoICeHh4IDY2FsuXL2cvKFlZWQgLC8P+/fsVUtAAIBQKUV5ejnPnztVqDQTdSKVSLFmyBOvWrUPfvn0xePBgZGVlITs7G15eXhAKhWzK2MvLyyBBqNxlbAysLeVrjq5kYwpCdbOSlev9fv75Z8ycORPx8fGYM2cOb8oB6hNMjfbbb7+Nw4cPY/ny5Vi2bJmll0UwIUQAEuoNDRo0gK2tLcrLy7Fo0SJ0794dBw8exJ49e7B48WIkJiYC+Hds3qlTpxASEqLwN8aOHYvMzEwUFBRY4i3UeyQSCQYNGoRz585h1apViIuLY7t/q6urcfbsWYjFYojFYpw9exYtW7Zkm0rCwsLQpEkTtYKQm6pUFoTcLmNDUU758rkxBdBdP2cqaisIuVNImPPLpaamBp999hl2796NH3/8Ef369eP1+bd2QkNDcfr0aVAUhVu3bqFNmzaWXhLBhJAmEAIvqY0PoUQiAU3TWL16NRYsWAAAGDlyJIqLi/HVV19h6dKlcHFxIT6EFsTFxQXh4eFISkpCnz592McpioKDgwPbPbxs2TJUVlbizJkzEIlE2Lp1Kz744AO0adOGjQ6GhobC09MTAoFAoRaPa4jMmCIDhgtCbj2aNXT5clPU5l4v13bG3t5eRRBKpVL2c+Da01RXV0MgEMDFxUXl8ygqKsJ7772HsrIy5ObmwsfHx2zv51UlKioKp0+fRq9evYj4ewUgEUACLxGLxQb7ELq6uqKiogL37t1T8LrbuXMn3nvvPWRkZCA0NFRnBDArKwsPHz406vsh1A0mrZmVlcVGCP/44w906NCBFYQhISHw8PDQGCFUjkxxBSE3MkXTNCorK1FdXW01KV++r1edIGQQCAQoLi7GxYsXERYWhtdeew0XLlxAVFQUBg0ahK+//pr1DiUQCMaDRAAJvKQ2ZqrNmjXD7du3VfyzmjRpAgB49uwZANOYqaojJiYG27Ztw7Bhw/C///1P5XniQ6g/FEXB2dkZgwYNwqBBg0DTNMrKypCZmQmRSISkpCRMnjwZnTt3VhCE7u7ubISQiRJyBaFyZEogEEAmk0Eul6tYpvARbRYvfIKJEFIUxZ5ve3t79nyfPHkSM2fOBEVR6NSpE+7cuYMpU6YgISGBiD8CwUSQCCCh3hAZGYm9e/fi9u3b8PX1ZR///vvvER0djdOnT6NPnz548eIFGjdujHnz5mH16tXscdXV1fD09MT48ePr3AV87tw5BAcHw9bWFgMHDsSRI0cUnr948SL69u0LPz8/1tZi3bp16NevH/EhrAU0TaOkpIQVhOnp6bhy5Qr8/f0VBKFyVzhN06whcnV1tYKPpSntToxBbS1eLIW29crlcty6dQtJSUm4ePEinjx5gsePH4OiKHTv3h0REREYMWIEwsPDLbV8FcgNHsHa4feOQSAYwLhx47B3715s27YNCQkJAF5eWFJSUuDp6cn6WZnKTJWBpmnMnj0bkydPRlpamtpjlixZAk9PT4jFYvb1W7dujZiYGJw4cYL4EBoIRVFo0KABhg0bhmHDhoGmaTx//hwZGRkQiURYsWIFrl+/joCAANaHsG/fvnB2dkZNTQ2WLVsGOzs7LF68GI6OjmyUUDlCaOkJGYCqZYq6EWl8Qh9LmsePHyM2NhZ2dnY4fvw4vL29cffuXTbd/9NPP4GiKN4IwHPnzmHHjh0aO6yJ0TzBGiARQEK9YtCgQTh58iRiYmLQrVs3/Pzzz0hLS8PmzZsRHR3NHmcqM1XgZc3h7NmzcePGDfTu3RvdunVTiAASH0LzQ9M0iouLkZ6ezkYIb968CX9/f1RUVODmzZuIj4/HvHnzFMSJLkNkblOJOQShLssUvqHLkoamaZw5cwYTJ07E2LFjsXbtWo2dy9XV1bww3qZpGiEhIfDz80NaWhq6du2qEuEnRvMEa4C/t40EQi34+eefMXv2bBw5cgRxcXF48uQJdu/erSD+ACAwMBBpaWlwcnJCXFwctm7diujoaKSmptbp9UtLS7Fo0SIsWbJE7SxPALhy5QpqamrQs2dPhcft7OwQEBCACxcu1GkNBFUoioKnpydGjRqFDRs24NKlS9ixYwdu3ryJBw8eIDQ0FKtWrcKbb76JxMREnDp1iu1Ct7GxgYODA5ydneHm5gZXV1dWyFRXV6OsrAwlJSWQSCSorKxUEInGRCaTQSKRQCaTwdnZ2ST+fsZELpdDIpFAKpXCyclJpTlFLpdjy5YtGD16NNasWYOkpCSttjV8EH/Ay0zBtWvXkJCQoPZzLikpQVpaGt59910Fs+pJkybB1dUV+/fvN+dyCQSNkBQwoV7h4uKCpKQknaPgACAkJASZmZlGff0VK1bAxcUF8+bN03gM03zCNKNw8fLyMvqaCIrIZDJ89tlnWLlyJd544w3s3LkTnp6eePToEZtynD17NvLz89G7d2+2hrBHjx6ws7NjawMdHBwUIoRMHSFXOBojQkjTNKRSKSoqKowy1cMcMOulKEqtJU1FRQXmzp2L06dP4+TJkwgMDLTQSg2D3OAR6hNEABIIaqiND+HNmzfx9ddfY+/evVojGcSH0LIUFxdj+/btWLlyJRYtWsSKKW9vb0yYMAETJkwATdN4+PAhRCIRRCIRPvzwQzx69Ah9+vRhBWFgYCAr7jQJQqZWD4BC/aC+gtAcUz2MiT4j3e7du4eoqCg0adIEOTk58PT0tNBqDYfc4BHqE0QAEghqSE9PN9iHcM6cOQgJCcHIkSO1Hs/YWqgTmJWVlXB2djZ8wQS9ady4MfLy8rR2Y1IUhRYtWmDixImYOHEiaJrG/fv3WUGYkpKC4uJi9O3blzWv7tatm8GCkHu8slBSnkLClxSoJmiaRnl5udaRbiKRCFOmTEFMTAxWrFhhMXNtcoNHIBABSCCoxVAfwpMnT+L48eP46aefcPfuXfY5xvri3r17eO211+Dm5mY2H0KCZgy14qAoCq1atcJ7772H9957DzRN4++//8bJkyeRnp6O7777DqWlpQgODkZYWBjCw8Ph7+/PijuuIJTJZGxDSWVlJfsaXEHINHtYyxQSXSPo5HI5kpOT8eWXX2Lbtm0YMWKERSOZ5AaPQCACkEBQS9OmTTFp0iS9j79//z4AYNSoUSrPFRQUwNfXF8nJyZg9ezb8/f1ha2uL3NxcjB49mj2uuroaFy9exPjx42u15t9//x27d+9GZmYmHj58CC8vL/Tv3x+ff/45a5bNhfiU1R6KotCmTRu0adMG0dHRkMvluH37Nk6ePAmxWIyvv/4aVVVVCAkJgVAoRHh4ODp37qwwfYQrCJkuY64gpCiKFVL6vkhsAAAVRklEQVQ0TfM29atrZF5paSmmT5+O69evIysrC507d7bQSv+F3OARCMQGhkAwCg8ePFAp7qZpGtOmTUPr1q2xdOlS+Pv7s/M133zzTVy6dAk3btxQsYk4duwYBg8ebPAaevbsiefPn2PMmDFo3749bt++jY0bN8LZ2RkXL15UKFonRtSmRS6XIy8vD2KxGCKRCBkZGZDL5QgNDWVTxh07dlRo5nj06BGys7PRv39/2NrasuIQ+HeSBiMeBQKBxQWhPiPobt26hcjISHTs2BHbt2+Hu7u7hVZbN7Zv344pU6ZoPYa5wTOH0TyBYAyIACQQTEjr1q1VfAAB0/gQZmZmIjQ0VOGxU6dOITw8HEuXLsXnn3/OPk58ysyLXC7H1atXIRKJIBaLkZGRATs7O1YQNmzYEAsWLIC9vT3++OMPNgrLjRAyUULA8oJQ1wg6mqZx9OhRfPjhh5g/fz4WL17M+85lbfDhBo9AMDZEABIIJsTX11etUSwAZGVlYdGiRTh//jybgl21apXRU7CNGjVCv379cODAAQDEiJoPyGQyXL58GSKRCN9//z2uXbuGzp07IyAggE0b+/r6qog6bYKQ22VsSkGoawSdTCbDqlWrsGXLFuzatQtDhgyxeLTSVJjzBo9AMDakBpBAMCF///23xudM4UOojEQiQWlpKRo1asQ+RnzKLI+NjQ3atm2LxMREXL16FXFxcRgzZgxOnTqFX3/9FUuWLEGDBg3YsXVCoRA+Pj6s0GNEFzPHmBGFUqkUABSOs7GxMZogrK6u1upH+OzZM0RHR+PRo0c4c+YM2rZtW+fX5DOaziljNL9o0SLExcXB3d0d0dHRWLVqlZlXSCBohghAAqEek5ycDKlUinHjxrGPEZ8yyyOXyzFgwADcuHEDBw8eZJuH+vTpgwULFkAqleL8+fMQiUQ4dOgQFixYAE9PTwiFQrbLuFmzZmyjCLdZhCsIGcsRriBk5hgbIgj18SP8888/ERkZib59+yI1NfWVaCay9A0egVAXiAAkEHhIbXzKlMnIyMDy5csxbtw4REREsI8TnzLLIxAIkJCQAF9fX3To0EHleTs7O/Tu3Ru9e/fGokWLIJVKkZubC5FIhL1792Lu3Lnw9vaGUChEaGgowsPD0bRpU42CkBGFmgShtvo8br2fOj9CmqaRmpqKuXPnYvny5Zg5c6ZV1/sRCK8KpAaQQOAhYrHYYJ8y5cdCQkLQunVrZGRkKERjUlNTMXbsWJw6dQohISEK/27s2LHIysrCw4cP6/4mCCaBuTnIyclhm0rOnj0LHx8fNl0cFhaGxo0bq60hZARhTU0N5HI5AM2CUFe9n1QqRXx8PPbv34+9e/dCKBTW23o/AqG+QQQggcBDHj9+jOPHj+t17IgRIxTsNR48eICQkBDY29sjKytLZWZpVlYWwsLCsH//fgUfQgAICwtDZWUlcnNzDV5zVVUV4uPjsWvXLjx//hzdunVDQkICBg4caPDfIugPY8eSnZ3NCsJz586hbdu2bA1haGgoPD09VcSZXC5XaCrhCkKBQACZTAaBQAAXFxeVqN6TJ08wefJkVFdX48CBA2jRooXZ3jOBQKg7RAASCPWIp0+fIjQ0FM+fP0dmZqbaInxT+ZRNmDABBw8exLx589C+fXukpKSwaUvlSCPBdDAj2U6fPs0KwvPnz6Njx45shDAkJAQNGzZUKwirqqoUxCDz+GeffYa+ffsiIiICDx8+RFRUFN58800kJydrLEMgEAg8hiYQCPUCiURC9+rVi27QoAF9/vx5rccOHTqUbtasGV1aWso+tnXrVpqiKPr48eMGv/bZs2dpiqLo9evXs49VVlbS7dq1o4ODgw3+ewTjIZfL6ZKSEvro0aP0ggUL6N69e9MODg50YGAgPWvWLPrAgQN0YWEhLZFI6D/++IPu1KkTvW3bNvr58+d0aWkp/ezZM/rSpUt0+/btaQA0ANrR0ZGOiIig9+/fTz958sTSb1GFEydO0P369aMbNGhAu7m50T169KD37dunclxWVhYdEhJCOzs7015eXvTs2bNpiURigRUTCOaHRAAJhHrCiBEjcOTIEUyZMkWh6QMA3Nzc8Pbbb7P/b2yfsoULFyI5ORnFxcWs8S0AfPHFF1iyZAkePHiA5s2b1/q9EYwHTdMoKSnBqVOnIBKJkJ6ejj///BOtWrVCQUEBmjRpgu3bt+P1119XiBBWVVVh4cKFuHXrFjw8PHD16lXcunULAODv748BAwYgKSnJ4jWAKSkpiI6OxuDBg/HWW2/BxsYGeXl5aNGiBeLi4tjjyDQcwiuPhQUogUAwEq1bt6YFAgFNUZTKf76+virHZ2Zm0iEhIbSTkxPdtGlTetasWbWOfgwcOJD28/NTeTwtLY2mKIr+5ZdfavV3CaZHKpXS8+fPpwHQXbp0oYOCgmgHBwe6d+/e9EcffUT/73//oy9fvkz36tWLjoiIoB8/fsz+2wcPHtC7du2ip06dSo8YMcKC7+Ilf//9N+3k5ETPnTtX57FDhw6lmzdvrjYK/n//93+mXCaBwAuIACQQjMinn35KUxRFP336VO3zfn5+dEREhJlXZXr8/PzogQMHqjx+9epVmqIoevPmzRZYFUEXT58+pd944w2aoig6MTGRlslktFwup//55x86NTWVjo2Npf38/GiKouipU6fS1dXVll6yVhYtWkQ7OjrSJSUlNE3TdGlpKS2Xy1WOe/HiBW1nZ0cvWrRI4fHq6mrazc2Njo6ONst6CQRLQsyaCAQzYqgBr7VQUVGh0VeQeZ7AP+7fv48rV67g2LFj+Pjjj9mJIY0aNcI777yDjRs34sqVK7h06RI2bdrE+gvylbS0NHTq1Am//PILWrRoAXd3dzRq1Ajx8fGgOdVOZBoOgUCMoAkEs0LX05JbJycntcbVlZWV7PME/hEQEIDbt2+rFe8MFEWha9euZlxV7bl16xZsbW0xZcoULFq0CN27d8fBgweRkJCAmpoaJCYmAiDTcAgEgAhAAoFgBLy9vVFQUKDyOHOhbdasmbmXRNATbeLPktC1mIYjkUhA0zRWr16NBQsWAABGjhyJ4uJifPXVV1i6dClcXFzINBwCAQBJARMIhDoTGBiImzdvorS0VOHxs2fPAngZaTImubm5mDlzJvz8/ODq6opWrVph3LhxbFcql+vXr+ONN96Am5sbPD09MWnSJBQVFRl1PQTjk56eDmdnZ73+u3nzJoCXkWaKojBhwgSFvzV+/HhUVFSwqV0mIq0pau3s7Gzid0cgWB4SASQQCHVm9OjRWLduHTZv3oz58+cDeHlxTUlJQZ8+fYxuAbN69WpkZ2djzJgx6NatGwoLC7Fx40a8/vrrOHPmDPz8/AAA+fn5EAqF8PDwwKpVq1BaWop169bhypUryMnJ4X1N26tM586dsX37dr2O9fLyAvAy0nz79m2V6TdNmjQBADx79gzAv6lfJkLNpbCwkESsCa8ERAASCIQ606tXL4wZMwYff/wxnjx5grZt22LHjh24f/8+UlJSjP568+fPR1BQkMJs2nHjxqFr16744osvsGvXLgBAYmIiG/lhRpX16tULgwYNwvbt2xETE2P0tRGMQ9OmTTFp0iSD/k3Pnj3x119/IT8/H76+vuzjTHlC48aNAbz0LbS1tUVubq7COMTq6mpcvHgR48ePN8I7IBD4DUkBEwhmpj52AQPAzp07MXfuXOzatQtz5syBTCbDL7/8gtDQUKO/Vt++fRXEHwC0a9cOXbp0QV5eHvvYwYMH8Z///EdhTu2AAQPQoUMH7N+/3+jrIliWcePGAQC2bdvGPiaXy5GSkgJPT0/06NEDANCgQQMMHDgQP/zwAyQSCXvsrl27UFZWhjFjxph34QSCBSARQALBiOiyPSkvL6+3c1MdHBywZs0arFmzxiKvT9M0Hj9+zHasPnz4EP/884+K1QcABAUF1WriCYHfvP322xgwYABWrVqFoqIidOvWDT///DOysrKwefNmhZT/ypUrERwcjPDwcIVpOEOGDMHgwYMt+C4IBPNAIoAEghFp1aoVAChEoRjKy8vx4MED9hiCcdm9ezcKCgrYKJA2qw9vb28UFxdDKpWadY0E0/Pzzz9j9uzZOHLkCOLi4vDkyRPs3r0b0dHRCscFBgYiLS0NTk5OiIuLw9atWxEdHY3U1FQLrZxAMC8kAkggGJGBAwfC3t4e3377Lfr376+Q7t28eTNkMhmGDh1qwRXWT/Ly8hAbG4vg4GBMnjwZAHRafTDHkEaQ+oWLiwuSkpKQlJSk89iQkBDi+Ud4ZSECkEAwIo0bN0Z8fDw++eQTCIVCDB8+HM7Ozjh9+jT27t2LIUOGYPjw4ZZeZr3i0aNHGDZsGDw8PJCamsqKbl1WH9xjCAQC4VWDpIAJBCOzZMkS/PDDD5DJZPj888+xYMECXLp0CStWrMCRI0csvbx6xYsXLzB06FCUlJTg2LFjrB0IoNvqw9PT0+jRv5UrV0IgEKidnEH8CAkEAp+g6Po6m4pAINRrKisrMXjwYFy4cAFpaWno3bu3yjFNmzZFREQE9u3bp/B4x44d4ePjgxMnThhtPfn5+ejYsSMEAgF8fX1x+fJlhecCAwPh4eGB2bNns36EPj4+xI+QQCBYBJICJhAIVodMJsP/t3d3IU32bxzAv3tKps58wZfpLPMlokxR6SCw8AUrK18SLCswoXCF2DSswFSEXrQDNaudaFn5YFiYJWGY6FKTEeVADEGsFWhOD4KU0kms6f0/CNd/6PPksyy1fT+wg/12bfdvZxfXfd3X78CBA3j58iUePXo0Z/IHAMnJyfj777+h0+lMo2CePn0KrVZrGli9UE6fPo3w8HAYjcZZlT3OIySipYYVQCJadk6ePIlr164hISFhzpltqampAL5X3pydnZGdnY3x8XGUlJTAx8cHGo1mwSpvnZ2diImJQU9PDzIzMzE6OmpWAZRKpYiOjsa9e/fMvrdhwwasWbNmQSuRRETzwR5AIlp2Xr16BZFIhMbGRqSlpZm9Zp4CBoDVq1fj2bNnCAgIQG5uLkpLSxEfH4/W1tYFS/6mpqagUCggl8tNR9D9vx/NI5w5n9aaqFQqxMTEwMPDA6tWrUJISAiUSiWmp6dnxT5//hzbtm2DRCKBl5cXsrOzodfrF2HXRH8W3gImomWnvb193rGBgYFobm7+ZXupqKjA+/fv0dbWNufn851HaC19gM3NzdizZw+CgoKQn58Pe3t7NDU1ITs7G+/evcOVK1dMsT09PYiJicGmTZtQXl6OoaEhlJaWQqvVoqmpaRH/BdHyxwSQiMhCHz9+RGFhIQoLC+Hq6jpnDOcRmqupqYFYLEZnZyecnZ0BAHK5HFFRUaiurjZLAPPy8uDq6oqOjg44ODgAAHx9fSGXy9Ha2oodO3Ysyn8g+hPwFjARkYUKCgrg5uYGhULxjzGcR2jOzs4OYrEYTk5OZuuenp6wt7c3vf/8+TNUKhVSU1NNyR8ApKWlwcHBgWc5E/0kJoBERBbQarW4ceMGFAoFdDodBgYGMDAwgC9fvsBgMGBwcBBjY2OLMo9wKVMoFJiensbx48fR39+PwcFBVFRUoKGhAWfPnjXF9fb2wmg0zuqdtLGxQWhoqFX2ThItJCaAREQWGB4exvT0NLKysuDv7296dXV14c2bN/Dz88OFCxfg7e0Nd3d3aDSaWb/R1dWF0NDQBdlPd3c3EhMT4erqColEguDgYCiVSrOYpTCMOiQkBG1tbWhsbERgYCD8/PygUCigVCrNKqn/1jvp6emJkZGR37Znoj8RewCJiCwQHByMhoYGs/OeBUFAQUEBJiYmcPXqVQQEBAD49fMIW1pakJCQgM2bN6OwsBAODg54+/YthoeHTTE6nQ4RERFwcXHBpUuXTMOoe3t7LR5GLQjCnLe25zLT79jf34+4uDisXbsWJSUlsLW1RW1tLU6cOAGpVIq9e/cC+HHv5MznRGQhgYiIFkxkZKQQFBRktjY0NCS4ubkJ69atE5RKpVBcXCy4uLgIISEhgsFg+Knrffr0SZBKpUJycvK/xmVkZAgSiUQYGhoyralUKkEkEgnXr1+36Nrt7e2CSCSa1+v169eCIAhCXFycIJPJBL1eb/Zb0dHRgre3tzA1NSUIgiDcv39fEIlEglqtnnXd/fv3CzKZzKI9E9E3rAASES0gkUhkVhUEvs8jzMnJQW5uLsRiMeLj41FWVvbT/X+1tbX48OEDioqKAAB6vR52dnb46y/zDp8HDx4gPj7eVIEEgJiYGKxfvx51dXUWnUayceNGVFdXzyt25lauWq1GQkKC2QMfAJCQkIBTp05hYGAA/v7+P+ydlMlk/3m/RPQdE0AiogX0TzMKf9U8QpVKBUdHRwwNDSExMRFarRYSiQSHDx9GeXk5xGLxD4dRP3nyxKJrS6VSpKWl/afvGI1GTE1NzVr/+vWr6XMACAoKwsqVK6HRaLBv3z5TnMFgQE9PDw4ePGjRnonoGz4EQkS0jGm1WhiNRiQlJWH37t14+PAhjh49ioqKChw5cgTA/IdR/w5hYWFoaWnB6OioaW1qagp1dXVwdHQ09U06OTlh+/btuHPnDiYmJkyxNTU10Ov1cx4BSETzxwogEdEyNjExgcnJSWRkZJiGKCclJcFgMKCyshLnz59fUsOo8/PzERcXhy1btuDYsWOwtbXF3bt30d3djaKiIqxYscIUW1RUhPDwcERGRkIul0On0+Hy5cuIjY3Fzp07f/leif5krAASES1jM0OkDx06ZLY+8/7FixdLahj1rl270NTUBC8vL5w7dw5nzpzB5OQkKisrzeYAAt+qhSqVCnZ2dsjJyUFVVRXS09NRX1//W/ZK9CdjBZCIaBmTyWTo6+uDVCo1W/fw8AAAjI2NmR6YWCrDqGNjYxEbGzuv2K1bt0KtVv/iHRFZH1YAiYiWsZkHO3Q6ndn6zKBkd3d3yGSy3zKMmoiWDyaARETLWEpKCgDg5s2bZutVVVWwsbFBVFQUgG/DqB8/fmyWKM4Mo+YDFUTWRyQIgrDYmyAiIsulp6fj1q1bSElJQUREBDo6OlBfX4+8vDxcvHgRwLcKYVhYGJydnZGdnY3x8XGUlJTAx8cHGo3Gqs4jJiImgEREy57RaERxcTFu376NkZER+Pr6IjMzE1lZWWZxfX19yMnJgVqthlgsRlxcHMrKyuDu7r5IOyeixcIEkIiIiMjKsAeQiIiIyMowASQiIiKyMkwAiYiIiKwME0AiIiIiK8MEkIiIiMjK/A9G+BMJsmawqQAAAABJRU5ErkJggg=="
],
"text/plain": [
"Figure(PyObject <matplotlib.figure.Figure object at 0xe6e20d0>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"PyObject <matplotlib.text.Text object at 0x76b8f90>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"alpha = 60*(pi/180.0)\n",
"beta = 30*(pi/180.0)\n",
"ori = [-50,-50,0.0]\n",
"u_grid=zeros(nx,ny,nz)\n",
"v_grid=zeros(nx,ny,nz)\n",
"w_grid=zeros(nx,ny,nz)\n",
"\n",
"for k=1:nz\n",
" for j=1:ny\n",
" for i=1:nx\n",
" u_grid[i,j,k],v_grid[i,j,k],w_grid[i,j,k] = \n",
" xyz_to_uvw(x[i],y[j],z[k],α=alpha,β=beta,origin=ori)\n",
" end\n",
" end\n",
"end\n",
"x₁,y₁,z₁ = xyz_to_uvw(50.0,0.0,0.0,α=alpha,β=beta,origin=ori)\n",
"x₂,y₂,z₂ = xyz_to_uvw(0.0,50.0,0.0,α=alpha,β=beta,origin=ori)\n",
"x₃,y₃,z₃ = xyz_to_uvw(0.0,0.0,50.0,α=alpha,β=beta,origin=ori)\n",
"\n",
"pygui(false)\n",
"scatter3D(u_grid,v_grid,w_grid,marker=\".\",color=\"k\",alpha=.5)\n",
"plot3D([0,50],[0,0],[0,0],lw=2,color=\"b\")\n",
"plot3D([0,0],[0,50],[0,0],lw=2,color=\"r\")\n",
"plot3D([0,0],[0,0],[0,50],lw=2,color=\"g\")\n",
"plot3D([ori[1],x₁],[ori[2],y₁],[ori[3],z₁],lw=2,color=\"darkblue\")\n",
"plot3D([ori[1],x₂],[ori[2],y₂],[ori[3],z₂],lw=2,color=\"darkred\")\n",
"plot3D([ori[1],x₃],[ori[2],y₃],[ori[3],z₃],lw=2,color=\"darkgreen\")\n",
"xlabel(\"U\")\n",
"ylabel(\"V\")\n",
"zlabel(\"W\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##UVW→XYZ"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": [
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"
],
"text/plain": [
"Figure(PyObject <matplotlib.figure.Figure object at 0x76cd310>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"PyObject <matplotlib.text.Text object at 0x7679d90>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"xx_grid=zeros(nx,ny,nz)\n",
"yy_grid=zeros(nx,ny,nz)\n",
"zz_grid=zeros(nx,ny,nz)\n",
"\n",
"for k=1:nz\n",
" for j=1:ny\n",
" for i=1:nx\n",
" xx_grid[i,j,k],yy_grid[i,j,k],zz_grid[i,j,k] = \n",
" uvw_to_xyz(u_grid[i,j,k],v_grid[i,j,k],w_grid[i,j,k],α=alpha,β=beta,origin=ori)\n",
" end\n",
" end\n",
"end\n",
"\n",
"pygui(false)\n",
"scatter3D(xx_grid,yy_grid,zz_grid,marker=\".\",color=\"k\",alpha=.5)\n",
"plot3D([0,50],[0,0],[0,0],lw=2,color=\"b\")\n",
"plot3D([0,0],[0,50],[0,0],lw=2,color=\"r\")\n",
"plot3D([0,0],[0,0],[0,50],lw=2,color=\"g\")\n",
"xlabel(\"X\")\n",
"ylabel(\"Y\")\n",
"zlabel(\"Z\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#Vector Field Rotations\n",
"##Define Vector Field in UVW"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": [
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"
],
"text/plain": [
"Figure(PyObject <matplotlib.figure.Figure object at 0x76a5110>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"PyObject <matplotlib.quiver.Quiver object at 0xebc8d50>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"phi_grid = atan2(v_grid,u_grid);\n",
"r_grid = sqrt(u_grid.^2.0 + v_grid.^2.0);\n",
"vu = -sin(phi_grid).*r_grid.*abs(((phi_grid-minimum(phi_grid))./(2*pi)))\n",
"vv = cos(phi_grid).*r_grid.*abs(((phi_grid-minimum(phi_grid))./(2*pi)))\n",
"vw = 0.0.*r_grid;\n",
"quiver(u_grid[:,:,1],v_grid[:,:,1],vu[:,:,1],vv[:,:,1])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##Rotate into XYZ"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": [
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"
],
"text/plain": [
"Figure(PyObject <matplotlib.figure.Figure object at 0xec7ce50>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"(-40,40)"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"vx=zeros(nx,ny,nz)\n",
"vy=zeros(nx,ny,nz)\n",
"vz=zeros(nx,ny,nz)\n",
"\n",
"for k=1:nz\n",
" for j=1:ny\n",
" for i=1:nx\n",
" vx[i,j,k],vy[i,j,k],vz[i,j,k] =\n",
" uvw_to_xyz(vu[i,j,k],vv[i,j,k],vw[i,j,k],α=alpha,β=beta)\n",
" end\n",
" end\n",
"end\n",
"\n",
"quiver(x_grid[:,:,1],y_grid[:,:,1],vx[:,:,1],vy[:,:,1])\n",
"xlim(-10,70)\n",
"ylim(-40,40)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##Rotate back to UVW"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": [
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"
],
"text/plain": [
"Figure(PyObject <matplotlib.figure.Figure object at 0x766c9d0>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"PyObject <matplotlib.quiver.Quiver object at 0xcb9ecd0>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"vuu=zeros(nx,ny,nz)\n",
"vvv=zeros(nx,ny,nz)\n",
"vww=zeros(nx,ny,nz)\n",
"\n",
"for k=1:nz\n",
" for j=1:ny\n",
" for i=1:nx\n",
" vuu[i,j,k],vvv[i,j,k],vww[i,j,k] = xyz_to_uvw(vx[i,j,k],vy[i,j,k],vz[i,j,k],α=alpha,β=beta)\n",
" end\n",
" end\n",
"end\n",
"\n",
"quiver(u_grid[:,:,1],v_grid[:,:,1],vuu[:,:,1],vvv[:,:,1])"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1.8132023660299978e-13\n",
"4.196643033083092e-14\n"
]
}
],
"source": [
"println(sum(abs(vu[:,:,1].-vuu[:,:,1])))\n",
"println(sum(abs(vv[:,:,1].-vvv[:,:,1])))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#Simulate an beam not aligned with grid"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": [
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KRcFaBR75okjJYctms8uWMveSeDxOc3Mzd+/exe/388ADD2AymSgtLeXxxx/n2rVrXLp0iTNnzlBTU7Pj+5N/jkwmExaLZc1zlH9ud3vQViakbDaLxWIBKLj0lW97UShRXrg/ZJLeW7YqYtczsL5XV5OtGljDL8brZDJJKpXCYDAUFISS+7u3iAAU9jUr8/wKDUrZbJZQKKRaltjt9lURpe1mI9G46elpenp6qK6u5pFHHqGnp4c33niDc+fOUVpaisVi4V3vehe3bt2ip6eHzs5O2tvbd2R/83Mh7/cc7fUgrUxOGzXf3WyUQxAOMuuJwo0YWG9UFCrvAVSRqbxHvAr3FyIAhX2JMigpfXsLFXgoHllKnp/dbler5vYDdXV1/PCHP+SVV17hiSee4JlnnqGvr4/Lly9z/PhxWlpa0Ol0PPDAAwwNDTEwMEAoFOL06dMFK5TvZwk43/NwP56jrVDIfHejbbpEFK7NQVlCPSjX+E5//nr30Fp5uZut4C90r4lX4d4jAlDYV2zUyDkej6uDhl6vx+Fw7OrgsBExNjU1RXNzM9lsljfffJO5uTleeOEFXC4XfX19BAIBTp06hU6n4+jRo9jtdt5++20uXbrEgw8+iNlsvu/9K2Trst25kPuR7RCFksBe3BwEAbuXx1AoUgib62qi/Kx3HOJVuPeIABT2DRsxclYsS5QcNsXeZT8OAkrlcUtLC6WlpfT09PCNb3yDD3/4w3R3d3P79m2CwSDnzp3DarVSW1uLzWbj6tWranHISr/AjUwM6XSaSCSyZc/Dg2LEvJ4ovFc+lIhCYS/ZT9fc/XQ1UfZfKdoTr8L9hSZ3EEZ4oahRjJwV4VdoEEin00SjUdLpNAaDAavVik6nIxgMqkubu0kgEFBbpK1HOBzm6tWrhMNhMpkMN2/eJBaLcfbsWZ566il6e3tJpVJ0d3dTVVUFQCKRoKenh2AwSFdXF/X19Rva5kpbF6vVuiVbl1AoBLxjXZP/RL5bg2s8HiebzWK1Wndle4UqJ/Pb323UTkMx8TWbzTuei7oTxGIxALX4pthQCg/udW/uZ1KpFIlEApvNVnRiJj/anr+So7BZA+u1trHyp5BXoTLu7kaBXTEiAlDYMwoZORcq8MgXNRaLZZlv3l4IwFAoRCgUwul0bmiSSSaT9PT04PF40Gg0jI2NMTMzQ21tLR/72Mdwu9243W6OHj3K0aNHgXeOu7e3l6mpKdra2ujs7CQYDBYUgCttXSwWy7bYuhw2AViIzYhC5b9A0QtAjUazpRSEvSSRSJBOp0UA7gOU47BaravSMPLvo50Shd/4xjd4++23+Zd/+ZftPrQDQfGNTkLRs5k8v3t51e3mMmU8HmdmZgav18vs7Czt7e2cOnXqnu8zGo2cP3+e27dvMzU1xZEjRygrK6O/v59vf/vbPP3003R0dDA4OIjf76e7uxuDwcDp06ex2+309/cTCoVobW1dtZS7GVuXYmM/THwbsdMo5LEG70StCxUvCcK92Cv7pZ0iP6WikIH1TnU1iUQiu746VEzo/vRP//RP93onhMODcpPn27rkT5BKpCkcDpNKpTCbzetWripRKZPJtCP7m8lk1Ml/bm6Ovr4+NSL2wx/+EK/XS0tLyz27eWg0GmpqatDpdHi9XoxGIzU1NQSDQXp7e0mn0zz88MNMTU0xNTVFeXm56hfocrkYGxtjenqayspKbDYbmUyGSCRCPB5Hp9Nht9u3vchDMXZVzq2Sx7Nbk5KSErDT3Uk2S77RrV6vx2AwYDAY1AR1YFlOVCqVUlMc8o3L9+vknkql1IT7YkQ5z3vVYWc7yGQyag5vMaMcR6HxOV8UFrqPNBrNsvlCMZtWxoWNiOSf/vSnWCwWPvCBD+zYMRYzIgCFXSHfLb6Q8IN3Jp5wOEwikVAre++1lLlSpGwnIyMjvPzyyzidTkpLS3E6ndjtdkZHR1lYWCCRSPDWW29x8eJFOjo6KC0tvednlpWVUVJSgtvtJpfLUVlZiV6vZ2xsjNHRUR555BEikQijo6OYzWZKSkqw2WxUV1czMTHBxMQENptNFRI2m+2+izzuhZJwLQLw3qwsGkmlUphMJoxG4zJRmD+Z7VdReBAEYLFcN2txEEQsbP441hKFBoNBnS+UnPGVolC5j/Lvp5dffpnKykre85737NgxFjMHY61I2LcoN6uSlwOrl3szmQzhcHhZzpnD4diQqNnJJeCysjLi8Thf//rX+Z//+R9yuRxGoxG9Xs+1a9fo6+vj+PHj+Hw+/vIv/5L/+Z//2dDn1tTU8Oijj2KxWMjlclRVVXHixAmSySTf+c530Ov11NXVcevWLXp7e8lms9hsNh5++GGsVisXL15kcXERp9O5q/2N94M4KSaUKKHBYMBsNmO1WlXBbjKZ1E4nyWSSWCxGJBIhGo0Sj8eXRTqEzXEQztlBOAbYnuNQRKHBYFDTXGw2G1ardVmebSqVIh6P8+///u+0tbXx/PPPMzs7y+joKGNjY9uyL9evX+e5556jvLwcm81GV1cXf/d3f7fsNXfv3uVDH/oQDoeD8vJyPvnJT+LxeLa87Z1AIoDCjqDkdySTyWUWACuXe5WJTxE5SnXvRlEiituVsK6YSivFFKdPn+bq1au88sorTE5OArCwsEAwGOStt95ibm6Od73rXYTDYS5evIjf76erq+ueeXhms5m6ujqWlpZIJBLodDoqKyvRaDRcv34drVbLqVOnGBsbY35+Xj0vdXV1mM1mxsfHSSaT6nt2gpURwJV9l3eaYo2CKNFuxZoin3ste8HakcL8Ja+d/A6KPQKoWJFIBHDv2alo7Eprp/xIoVLAtLi4yNWrV7l06RJf+cpX+Nu//VteffVVent70Wq1tLa2bmqbP/vZz3jqqadwuVz8wR/8AR/72MeoqKggGAzy9NNPA+90f3rkkUeIx+N88Ytf5MEHH+Sf//mf+c///E8+/elP78hKzVaQKmBhW8lvDr7W0pbSvSMWi5HL5TCbzVgslvua1JQK4ZV+effLhQsX0Gq1nDt3Th18E4kEL774Iq+//jptbW188IMfZHJykrfeeouhoSGsVivve9/7yGazjIyMcPToUT73uc9RVlZ2z+1lMhlu3LjB3Nycep6SySR37tzBbrfzxBNPMDk5iUaj4fTp01RUVOBwOJicnKSvr4/S0lIeeOCBHZkoIpEI6XQap9Opfqf5dgs7TbFWcyqV61upAi6UIF+oanInDHGj0SharbZoq4Dj8bhqfl6s7IcK+O1gr4/jox/9KL/xG79BY2Mj169fV3+effbZVZG79QgGg3R0dPD444/z0ksvrfm6z372s3zrW9+iv7+fhoYGAF5//XXe//7387WvfY3PfOYzWz6m7UQEoLBt3MvIGVCNnLdqUqywHQLQ6/VSVlaGRqPB5/Pxxhtv4PV6+ZVf+RVKSkqAd/z8XnrpJb797W+TSCT41V/9VQBu3brFnTt30Gg0nD9/npaWFm7evInNZuN3f/d36erq2tA+9Pf3MzIyok7yBoOBmzdvEg6HeeqppzCbzczOznL06FFOnz4NwNLSEj09Peh0Oh566CEcDsd9n4NCiAC8P7ZDABaikI3GSlG4shPD/T5U6XS6HSus2mmK3ccQ9l44bRd7LcaffPJJ/vzP/5wPf/jDy/49k8lsat756le/ymc/+1nu3r1LZ2cnkUikoONCdXU1733ve/nud7+77N+PHTtGY2Mjr7766v0fzA4gOYDCllHEQTKZXNP6IpPJqP55ACUlJdjt9i2HxDebA5hIJAgGg1y9epV4PE4ikeBHP/oR//3f/00sFqO0tJRTp07h9Xr55je/yfj4ONlslrt371JdXc3v//7vYzab+ad/+ifGxsb40Ic+xNmzZ9HpdFy4cIHr16/zxBNPkMvlePHFF3n55ZdXGaEW4tixY6qwi0ajLC0t8cADD3DixAn+93//l6mpKRoaGhgYGOD69etkMhnKysp4/PHH0ev1XLx4kYWFhfs+j8L+R8kpNBqNq3IKjUYjWq1WzbfNzylMJBKSU1iEHISc27283nK5HOFwGKfTuepvm513XnvtNUpKSpiamqKzsxOHw4HT6eSzn/0siUQCgJmZGdxuNw8++OCq9z/00EPcuHHj/g5kBynOJA9hX6B4oSl+fUqe2koj51gspubWKe3RtnNw28wgc+vWLW7evElVVRXBYJDjx49TXl6uGjW/5z3vobW1ld/+7d/m+9//Pt/+9rc5evQopaWlOBwOLl26RFtbGyUlJfz3f/83s7OzfOITn8BqtXL9+nV6e3sJhUI8++yzDA8P873vfY/x8XF+67d+a91IViaTweVycfz4cXp7e4F3cvBqa2upr6/nzTffZHJykkcffRS3282bb77JuXPnsNvtPPbYY9y8eZOenh46Oztpa2vb8jkVigNFFOZPaCsjhev1bFXu15UpGsLeclC+A2UlaK8Ih8Pb4gM4NDREOp3m+eef53d+53f4q7/6K37+85/zd3/3d/j9fv71X/+Vubk5AGpra1e9v7a2lqWlJVKp1L7KTZUIoLBpFOGntFxSJpn8iUQxcg4EAiQSCSwWC06nc1s6VOSz0c9KJpOMj4/T0tJCOBzmzp07uN1u/t//+394vV4ee+wx5ufn+eEPf0hfXx82m42jR49iMBh47bXXuHr1Kl6vl6eeeoqSkhJcLhePPfYYo6OjvPjii3R3d/PUU09RVVXF2NgY3/ve96itraW7u5tr167xl3/5l2oRycpzGY1GCQQCpNNpGhsbefrpp3G5XGpLsUQiwfPPPw/AK6+8ouZmXbhwgfn5eXQ6HefOnaO9vZ3+/n5u3ry5oajjRs7tQZmIDhMrI4U2mw2bzYbZbF4VKYxGo6sihfkea8XKQYieHYRj2GtCoZCaxrMVwuEw0WiUT33qU3z5y1/m+eef5ytf+Qq/+7u/y3e/+12Gh4fV1INCqRPKmK28Zr8gAlDYFNlsVl3uzWQyBbskJJNJAoEA0WgUo9GIy+W67yKPe5EvONcik8kwPz/PT37yE6ampvjMZz5DdXU1AwMDZLNZXn/9dV599VUeeughtFotr732GhcvXsRut9PY2EhdXR3Dw8P827/9G/39/TzzzDPU1tYSiUT45V/+ZQC+8pWvAPDcc8/R1NTE/Pw8P/jBDwiHw7z73e9maWmJv/qrv+LSpUvqBJtIJPD7/cTjccxmMy6XC5PJpEb1KisrVSE9OTnJBz/4Qdrb2/n5z3/O/Pw8LpeLnp4e+vv7yeVydHR0cPbsWebn57l06RLxeHzbz7dQnChVvRsRhfBOJa0SuVce8opFFBbLfq7HQTgGYFdzhgttOxKJbIsAVHIYf/3Xf33Zvyu/X758WX2Ncg/lo4zF+y0vVQSgsCGUPL9EIqEKv5XLR+l0mlAoRDgcRqvVqibGe7EE4Ha76e3tJZVKceHCBdV4+cc//jE9PT288MILdHd3Y7VaaWho4Nq1a7z44ot4PB4MBgM3btxgZmaGVCpFTU0NJ0+eJJlM8pOf/ISLFy/yxBNP0N7ezsjICB/96Edpa2vjpZde4sqVK7zwwgscO3YMn8/Hz372M95++23e/e5343A4+OY3v8l3vvMdPB4PkUgEvV6P0+nEarUuGygNBoNaVKLVaslkMgwODnL8+HE+/OEPMzw8zJUrV6isrGR0dJS33nqLZDJJXV0djz76KPF4nDfffJNAILCt5/WgTEzC2qIQUO/ZlZFCRRQqnXzkehD2K4q92HYsAdfV1QHvFHnkU1VVBYDP51NfoywF5zM3N0d5efm+Wv4FEYDCPcg3ck6lUkBhWxdYfsM5HI5d8RFbKwKYSCSYnp7m0qVLlJWVMTMzQzweJ51O89prr/Hiiy/icDh4+OGHVb+/TCbDa6+9xvj4OBaLhcnJSa5evaom777//e/H6XTy5ptv8sorr3DixAkeeugh+vv7OXfuHB/84Ae5ffs23/rWt3jmmWc4d+4c8XicS5cu8eqrr3Ly5EmOHDnCyy+/zFe/+lXi8fi6htc1XvPTAAAgAElEQVQajYauri5OnDiBVqsll8sxOjqKTqfjk5/8JNlsltdeew2TyUQoFOKNN97A7/fjdDp5/PHHsVgsXLp0iZmZmZ39EnYIWQLbfZR7W6/Xq4a7+ZFCeEcUxuPxfS0KD8K1cxCOYS8jgOFwGJvNti3zkFLYMT09vezfZ2dnAaisrKSuro7KykquXr266v1Xrlyhu7t7y/ux3YgRtFAQJZFcqR6EwkbO8XicSCQCvJP7oAi/3TQLTiaTq/rglpSUUFVVxezsLD6fj1AopBrcptNphoeHefXVV0mlUrznPe/B7/dTUlJCJpNhaGiIRCJBVVWV2nN3dnZWzbVLJpP09/czNTVFd3c3tbW19PX14XK5eOKJJ7hx4waXL1/mySefpKqqivHxcaanp5mfn6e9vZ2jR4/S39/P22+/TU1NjfoUuRalpaWUlJQwNzenivF4PM4HPvABfD4fPT09WK1WnE4nY2NjmEwmysvLaWhoIBKJMDQ0RC6Xo6KiYlPnVjEjVpYtlMldjKDXZz0j6GIglUotKyzJN682GAxqNxylkETJCV6rNZfCbl03qVRKNQguVpLJZNEfA7xzHPkm57vJ3NwcL730En/4h3+45WuvvLycr33ta6TTaTXtB+CLX/wiAwMDfOUrX8FutzM2Nsb3v/99PvWpT6lLz6+//jpf/vKX+eM//mPOnTu3pf3YbkQACqvI70SgTPgrhZ/StzeVSmE0GslkMlgsll0fsLLZLF6vl0QisSrUbzKZaGxsJBKJMDc3RyKRwGw2o9VqMZlMRCIRenp6GBsb44Mf/KA6aRuNRsbGxpibm0Or1VJRUYFGo2FmZga/38+DDz6I1WplYGCA8fFxGhoa6OjoYHx8nEgkwrPPPsvU1BRvvPEG5eXlPPDAA4yPj7O4uIjf76eqqooHH3yQiYkJLl++jE6nU5d618Jut+NyuVhYWECj0RCPx3G73bz73e+mrKyMa9eu4ff7aWxsZHp6mng8rj6V6nQ6hoaGCAQCVFVVbViUiAC8P4pdACaTyVWVxStZTxQqxUP5onBl32PlM3Zq/4tdPK0U4cVI/n2wF8cxPj7OT3/6Uz73uc9t+VqrqalhamqKb33rW9y9e5fFxUX+5m/+hu9973v8yZ/8Cc899xwAZ86c4R//8R/5t3/7N7RaLa+//jqf//zn6ejo4O///u/33fcpAlBQUW5YJem7kJlsOp0mEokQj8fR6/U4HA5MJhPxeFxtabXb+3znzh1GRkbQ6/Wrum9otVpqampwuVxMTU0RjUax2+2qOanP52NwcJC7d+/y+OOP43A4yGQy2Gw2FhcXCQaDaDQanE4nTqeThYUFxsfH6ezspKmpiYmJCYaHh7FYLHR2duLz+ZiZmeHJJ59Eq9Vy8eJFAoEAH/3oR5mbm2NmZoalpSVyuRyPPPIIiUSCS5cu4fV6aW9vX9d8V6fTUVFRsSw5f3Z2Vi3+6OvrY2RkhLq6OsLhMIuLi1RWVlJVVYXT6WR0dJT5+XkqKys3lIsiAvD+OAwCsBBrtebKF4X5Le7yvQnz29xtlYMSASx2AQiotid7cR8MDQ1x4cIFfu/3fm9bPu8jH/kIOp2Ol19+mZdeeolEIsGXvvQlvvCFL6ivKSkp4dlnn+Xq1av84z/+I1euXOHZZ5/l29/+9rYb9W8H0glEWPa0ns1m1TyglX5+StcNnU6H1WpVRUQul8Pn86nNuXeLQCCAx+PB5XIxPz/P+Pg4tbW1nDlzZtXAOTk5yZUrV3C73USjUTWXI51Oc/fuXaanp3G5XHzsYx+jvb2dgYEBlpaWGBsbIxaLUVlZSWVlJS6Xi5GREYLBIF1dXXR0dPDKK68QCoU4duwYra2tLC4u4vF4aGtrQ6fT8Z3vfAeNRsNHPvIRrly5wvDwMBUVFZw6dYpHH32UYDDI9evXOXLkCL/2a7+2Zo/KWCxGPB6npKSEW7duqbl9Wq2WY8eO0dDQwH/8x39w9+5d2tvb1YTl7u5uKisrCYfDXL16lXQ6zQMPPEB5efm651fZXmlp6bL2frs1mCeTSZLJ5LYkce8mO9UJZLcIh8MYjcYdEd6K2Mv3KVRSTGB5ZDHfp3AzRCIRNSpZrOzkd7Bb7PV98F//9V989atf5f/+7/92fdvFgkQADzHKQKxYusDaeX7hcFhtTWSz2ZYJLI1GQywW2/UIYF9fH6Ojo0SjUbq6unC5XOrSrWKh4na7sdvtaqXt9evX8fv9lJaWcufOHVKpFFVVVRgMBiYnJ7l58yY6nU5t6G21WkkkEni9XpLJJBqNhiNHjpBMJrl79y7ZbJYPf/jDzM3NMTo6SjAYxOl0UlFRgdvtxmq18swzz9Df38/Vq1c5ceKEWrnr8XgIBAI0NTVx8uRJ7ty5o7aRq6+vXzXxZTIZUqkUNpuN2tpatXVdNpvF7XaTSqV473vfi8Vi4fr16wSDQbUARqPRUFNTQ319PUtLS4yMjGAymQq65K/c3l5GAJWWgcXEYY0AbgTlwXIrkcKVD6e7uf+7wV4vnW4XynHsVQTw+vXrjI6O8olPfGLXt10siAA8hCgDqZKbA7948s4XfslkUi2eMJvN2O12DAZDwcFXWRLe6TL3dDrNrVu30Ol0DA4OotFoWFxcJBqN0tHRQW1tLTMzM0xMTOD3+xkeHkar1VJWVobL5aK5uZmRkRHC4TAtLS2MjY0xMzNDRUUFVVVVeL1e7t69i9vt5sknnwRQi1q8Xi+xWIxsNkt9fT1ms5nh4WEmJiZ43/veRyQSYWZmhmQyicViobq6mkAggM/n49lnnyUajXL58mXMZjMnTpxgYmICt9tNIBDAZrPxyCOPMDc3x7Vr14hEIhw5cmTZ+VQmREWQlZeXY7Va8Xg8ZDIZdVvnzp2jo6ODO3fuMDk5SXl5OT6fj2AwSE1NDU1NTSSTSQYHB0mlUlRWVhb8TvO3p9FoRABukIMgAHdTfKwnCpUxqZAoVHohrxSFxS4AgQMhAJVc8r0SgJcvX8bj8fDxj39817ddLIgAPGQoN+V6eX5KgUcikcBgMKh5futN/IlEQk0I30ni8TjDw8Ncv36dEydOEAwGicVixGIxlpaWiMViHDt2jGg0isfjwWw2s7CwQDweV3PhTpw4wfj4OMFgkBMnTrC4uMjc3Jxq/BwIBBgdHWVgYIBHHnlEXYLU6XQEAgGCwSCJRAKXy0V9fT3j4+PcuXOHJ598ktLSUiYnJwmFQqTTaUpLS9FqtUxNTfHQQw/R0tLCW2+9hd/vp7u7W912MBgkk8nw0EMPodFo6OnpYWpqisbGRjV3ZKUAhHdyTsrLy3G73ap578LCAq2trZw/f575+Xl6e3vV3MK5uTkqKipoaGjAZDIxPDzM0tIS1dXVqyabldsTAbgx9jrysVX2snJTQRF0Op1uTVGYX6y2UhTm+5QWI8V8/Sgoon27W39ulP/93/8lHo+rBRrCakQAHhLyn6DXyvPLZDJEo1FisRharRa73Y7FYtnQIBSPx3dFABoMBlwuF5cuXWJgYICzZ88Si8VIp9MEg0EuXbpEKBTi9OnTWK1WFhcX0Wq1+P1+/H4/NTU1WK1Wzpw5oxZlnD17lkgkwsTEBHq9ntbWVhKJBLOzs9y+fZv29nYaGxuBd6KB4XCYQCBAPB7HaDTS2dmJ3+/n1q1btLa20tnZycTEhBo91Wq1VFZWMj09TVVVFe9973u5ffs2Y2NjtLW1kc1mmZ6eJhQKEYvF6OzspLa2lt7eXvr7+ykpKaGmpka15VlpeWOxWKitrVWroROJhGo8ev78eUwmEzdv3iQYDGKz2Zibm8NisdDY2EhZWZlqU1NZWblMbIkAvD+KWQDu5+XHjYrCfAurfFGY/xn7mWKPICvkRwD34pz/7Gc/w2Aw8KEPfWjXt10siAA84CgFHvl+fivFXy6XIxaLqUbONpsNq9W6qQkgkUig1Wp3ZbK2WCycOnWK4eFhenp6aGpqorKykoWFBdWfT1nibW5uZnFxUa1edrvdVFdXYzKZ6OrqIhaLMTAwwKlTp7BYLAwMDJBOp1Vh5na76evrw2w209XVpVrjJBIJgsGg6kHY2dlJMpnk1q1bGAwGHn/8ccbHxwmHw+RyOfx+P+3t7SwuLqq9fd1uN3fu3MHpdFJSUqLazITDYSorKzl9+jSjo6P09fWRTCapr68nm80WbKtnMBior69XI6LpdJq5uTmMRiOnTp2itbVVLXaxWq0sLS2RTqdpamqitraWubk5xsfHcTgcajcI5bpRBKcIwI1RzAIQimv5caUo1Ov16rlXhMd6kcL8z9gvHBQBmH//7sX5/dGPfkR5eTnvfe97d33bxYIIwAPKRo2cE4kE4XCYdDqN2Wy+byNnpUBityZrk8nEmTNn8Hg8XLhwgfLycux2O2+//TZzc3OEQiECgQBOp5Ouri58Pp8qchcWFqioqMBsNnP06FEsFgu3bt2ioaGB1tZWent7CQQCtLW1odfr8fv9jIyM4Ha7OXnyJCaTSZ1oYrEYwWCQXC7HkSNHMJvN3L17F6/Xy/vf/351eVcpMuno6CCZTDIxMaF2Frl9+zaZTIbKykrcbjc+n09tE3f+/HmWlpa4ffs2i4uL1NTUUFZWVvD70el01NfXk0qlCAQCZLNZVfy2trZy9uxZVSTDOxE+r9dLfX09zc3NBAIBhoaG0Ol0lJaWLisCUfKwlOjxbiACcG8oJgFYiHwBmB8pzPcpXCkKV/oU7qUo3Ovcue1CqfDeKwH4gx/8gObmZt71rnft+raLBRGAB5D8we1eeX7JZBKj0Yjdbr9nnt96KA2w1/Ox2yo+n4+bN2+qPRW1Wi0nT54kHo9z9epVbDYb7373uxkdHWV8fJzx8XG8Xi9Wq5WzZ8+STqcJh8OEQiE8Ho/aq7ihoYG6ujpu3LiB2Wzm8ccf5/bt28zMzHDkyBFMJhN+v5/5+Xmmp6c5c+YMTqdT7YkcjUYJBoOkUinq6+spKytjYmKCkZERHnvsMaLRKF6vF4vFwsjIiOpLePfuXbq6uuju7ubOnTv4fD6cTqf6+kgkQiqV4ty5cxiNRtXnr7q6msrKyoLnSKPRqFXNXq+XbDaL3+8nGAxSX1/PmTNnMBqN9Pb24vf70ev1LCwsUFZWpkY9BwcHicVilJWVqT6AGo1GrcQUAbg+IgD3lkLnPt9eppAoBNYUhfkehbtx7SvpOsV6/Sgo9+9Ozgnr8d3vfpdTp06pbdyE1YgAPEAoA8d6BR5Ka7NYLIZOp8Nut6vdMbZCMpkEdlYA9vf3EwgEGB8fV6OVExMTquedYvHywgsvMD8/z9DQELOzs3i9XoxGI8ePH6ekpAS/38/S0pIqypxOJ+Xl5bS3t9PX10cgEOAjH/kIw8PDDA4OUlVVRXl5ObFYTK0sVnwBlafbeDyO3+8nGo2qHTgWFxcZHBzkxIkTWCwW5ufnsdvtTE5Ootfr6ejooK+vj9LSUp5++mnm5+eZnZ1VrXSWlpYIBALEYjFaW1upq6tjeHiY4eFhABobG9f83kpLS3E6nWpxSDgcxu12U1VVRWtrq7okPDMzg16vx+fzodfraW9vx2azMTIywuLiIi6XC7vdvidLwPkRhGLiIAjAYt33zSyf7ldRuNfFE9vFXj/Afetb3+KRRx6hq6trT7ZfDIgAPAAog148Hi/Yug1+Ycqp9O21Wq2bzvNbj1QqRS6X2zYBqByLsn/hcJiBgQG0Wi02m43x8XHm5+dVw+YzZ85gNpv5+c9/zsLCAi+88AImk4mhoSEmJibweDzodDrq6upoa2sjFArhdrtxu91quze73c7JkycZGRnh7t27PP3004TDYe7evYvL5aKhoYFAIEAkEmF6eppMJkNHRwdGo1GdKEKhEMFgEJfLRWNjI6FQiOHhYaqrq6mtrWV6ehqbzYbH4yEYDHLu3DmGh4eJx+O8//3vR6/XMz4+Tjwex2QyEQwG1eVrp9PJkSNH8Pl8DA0N4fV6aWpqWvOc22w2qqur8Xg8JJNJtbClvLycqqoquru7WVhYYGhoiGQySTweJxaL0dbWpvYwnpiYoKamBqPRqOYWKux0REQE4N5QzPlnW82f2w+icK+LJ7YLJV96r+7fb37zm3zgAx+go6NjT7ZfDIgALGLyjZyV/DalanetPD+LxYLdbr+vPL/1UKKO29UJpKenh9HRUSoqKlRH/JqaGubn54lGo9TW1rK0tMSbb77J5OQkAGfPnsVqtXL79m2Gh4d53/veR0dHB0NDQwwNDbG4uIjBYMBisXD69GkSiQRut1vNk6usrCSbzar5cIODgzz55JOUlZWpHTQ6OzsJBoPE43G8Xi9LS0u0t7djt9vVxPJIJMLS0hI2m43GxkaSySSTk5MYjUaam5uZn59Hr9cTj8eZnJzkwQcfZHFxkdnZWR577DGampqYmppiaWkJrVZLPB5X8wJ1Oh1nz54lmUyqHoRVVVW4XK6C59FkMlFXV4ff7ycWi5FKpZibm8NqtVJWVkZXVxcGg4H+/n68Xi+5XI6lpSUaGhpoaGhgdnaW0dFR4J2HhpV+bEqaQX5kcLuuKxGAu0+xFyDsxP6vJwqVbWynKFQ+6yBEAHO53I47QxQil8vxD//wD/zKr/wKzc3Nu779YkEEYJGSP+DALwY+pWJT+V3J8zOZTDgcjh0bVO5XAKZSKWZmZlZ1pCgrK2N2dnZZZarRaFSjarOzs6oI7OvrY25uDr1ez0MPPURFRQXDw8MMDAzQ2dnJU089xfj4uLrkaTKZyOVydHd3YzAYWFxcZGxsDJ/PR2lpKS6XizNnzpDL5bhx4wZtbW088MADXLlyBY/HQ1dXl1ptG4/HmZ2dpaqqioqKClWUKwJRr9fT1NREOp3G4/GQSqVoamrC5/ORTqfR6/UMDw9z+vRpkskkAwMDHDt2jLNnz6p5h8lkklwuRyAQIBAIoNVqOX78OBaLhYmJCQYHBzEajWp3kJXo9XoaGhqIxWKEQiEymQwLCwuqQXZTUxMtLS0MDAyokc1AIIDVaqWlpYVgMMjk5CQmk4mqqiqMRuOyyU9pI5jftUFJple4n2uuWAVgMSfxHxQBuNPn/n5FofKwpHxGoftir6tntwslArgXAhDgy1/+Mp/85Cepra3dk+0XAyIAi4yV/lZKnp8SCTSbzWqen+LNp+T57eRgojzxblYAKl57iUSCqqoqdR+VAVXJi1PEilarpba2Vl0qbW9vx2q1Mjw8zNjYGIlEgrNnz9LU1MTk5CQDAwPY7XY+/vGPs7S0xNtvv83o6Ki6bNva2ordbsftdjM1NYVGo6GxsRGTycSRI0ewWq3cunULk8nEM888w82bNxkdHeX48ePE43EikQi5XI6FhQVVIOn1elUULS0tkUwmaW1tJZPJqNHD+vp6QqEQ0WgUk8nE+Pg4zc3N2Gw2+vv7KS0t5dFHH8VgMDA1NUUgEFALTvItXGpqalhYWGB4eJhgMEhjY2PBAVej0VBbW4tWq8Xn85HJZPB4PMRiMTWCqBhTDw8P4/V61W0+/PDDWK1WBgYGCAaDqmm0MvkZjUa1lZdWq13WW3plNGQjrbwUFAFYbEthxZzEX+wCcC/F90ZEoXJfrBdB3+vq2e1CCU7slQD867/+az73uc9RVla2J9svBkQAFgkr/fyUZd78QSOZTKq5fvBODpjFYtmVaj5lUMvvUrEe8/PzmM1mSktLsVgsBTtSKO3clAIKpcBCq9VSWlqqdt2wWCwcOXKE2dlZhoaGcLvdnDp1is7OTlUcxeNxPv7xj6umyP39/eogXFZWxtmzZ0kkEgwODuL3+6mqqsJisVBXV0dFRQX9/f34/X5+6Zd+iampKXp7e6mursZqteLz+VSvP6X7h7IknMlk8Pv9hEIhjh49SjabVUVgdXU18XicUCiEXq/H4/FQWlpKeXk5IyMjZDIZzp8/T319PXNzcywuLqqThSLeysvLOXLkCJFIhNHRUaampqirq1O7l6xEsctR2scFg0H1vJtMJo4ePUo6nVa/j0QiQSaT4dixYzidTrU4pLKyctnAnj/5GQwGNUq4Xn/Xe3mxFetEKAJw79hv536lKFQeltaLoCv3RH4qTzFd/wqpVArYGwGYy+X4i7/4C77whS+ovqbCakQA7nPy8/yUJ6qV4i+XyxGPx9WlA6vVis1m2/Y8v/Uo1KZsvde+9dZby5ZOy8rKuH37Nl6vV7Uxqa6uJpPJ4Ha7cTqdLC0tsbi4qEbZrFYrdXV1zMzMkE6nOXnyJMFgkJGREYaGhmhububcuXMsLS0xNjam9vc9evQo169fp7e3d1kv3AceeIB0Os3AwADz8/NUVFTgcDioqKigvr6eyclJJiYm+MAHPkAul+PmzZvYbDZqampYWlpSB/JwOIzdbsfhcKjLPcFgEK/XS0tLC0ajEb/fTzabpaKiglQqpXYNicfj6nEpeYDd3d10dnYSCASYnJxUTbd9Ph/hcBir1cqRI0fQarXMzMwwODiIw+FYs8evw+FQ28cpxR8zMzPqd9fW1saxY8cYGRlhfHycVCpFJBKhoaGB+vp6ZmZmmJycxOVyrft936u/673ypkQA7j4HRQDu52tmLVGYH0HPf+Df6VzbnSKdTqPRaFRXg90kFovx13/91/zZn/3Znmy/WBABuE/JN3LOF34rCzyUPD/lNVv187tfVnaNWA+tVkt1dbWa4+dyuchms6pvn8/no6ysDIvFQmVlJTqdjpmZGVwuF7FYjMnJSTVyaDAYqKioUJdj6+rqMJlMTE9P09vbi81m4/HHH1dbvU1MTNDU1MSHPvQhBgcHuXXrFgsLC9TW1hIKhTh37hx2u53BwUFGRkbUSGNJSQmNjY14PB6GhoZ48MEHKS8v5/bt26TTaRobG/F6vSSTSbRaLYFAALPZjM1mU7+zaDTK4uIi1dXVuFwuFhcXVd8+pYI4FAqRy+XQ6/U0NjaysLCgGkgfP34crVbLxMQEgUAAvV6vVgkbDAaampooKSlhaWmJ/v5+EokEDQ0NBQdAJbqpLPWGQqFlRtMul4tTp06pYm9paYl4PI7D4eD48eMsLS0xMjKC2WympKRkQ9fIWq281qqwVAzM85eOlc/ZzxwEAViM+w7FW0GbLwqVsd9ms62ZVpGfa7tf741UKrVnAtDn8/H1r3+dL33pS/vqnOw3RADuQzZi5Ky0NovH4+j1emw2m2rqvBcGriu7RtwLo9FIfX09S0tLXLlyhdraWqqqqvD7/czOznLjxg0qKyvx+Xy0tbVhsViYnJykpKQEnU7H6OgoZrMZp9OpVvA6nU48Hg8Wi4Wqqip8Ph+3b98mEAhw/vx54vE4brebcDhMaWkpL7zwArOzs/T09DA0NERDQ4O6VNvS0sLY2Bi3b9/GarVSXV2NzWajqamJSCTC4OAg1dXVnD59msHBQbxer/p+pUdwKBRSl0KVZZBMJsPi4iJWq5Wmpiamp6fJZrM0NDSohR5LS0vkcjnMZrNaMDI6OkpVVRVHjhyhpaWFyclJFhYW0Gg0JJNJ3G43ANXV1apn4cjICPPz8zQ0NKyK1CkTSklJiVoYotVqWVxcxGg04nK50Gq1HD16FIfDwcjICJOTk0SjUXQ6nVq0MjQ0RDqdpqKi4r4G2vXyphThl+9vuZ1FJjuFCMC9o1gFYD7KuG80GlelVayXa7vf7g2lD/peCMCFhQW++93v8kd/9EdFex3sBiIA9xH5E916fn6RSIRoNIpGo8Fut6vWL/F4XJ08d5v8IpSN3nA6nY6SkhKuXbvG7du3KS0tVfPoRkZGuHXrFh6PB61WS0dHB06nk/HxcSwWCy6Xi+HhYdLptBqBUpaTlcKL8vJyMpkMd+/eZXx8nKeeegqHw8H8/LxaCPHcc8+h1+t56623uH37NrW1tSQSCZxOp9o6raenh2w2S2NjoyrK0uk0g4ODOJ1Ozp8/z+zsLDMzM1RVVal+enq9nmQyqS6nKZHZbDarWq4cO3aM6elpotGoujys2MvE43GcTieNjY1EIhG1Tdvp06c5fvw4CwsLTE9Pq1FHt9tNIpGgoqJCjZzOzs4yODio5hbC8i4wFouF9vZ2NBrNqvZx5eXlJJNJjh49SmtrK6Ojo4yOjhIOh0mlUpw4cQKr1crQ0JCaN7kdDx/KdQ/vCGalAny7i0x2imIWgMVcwQwHQwAqIq5Q9ft6ubb7TRQq49JezEcTExP86Ec/4vOf/3zRXge7gQjAfcDKAg9lAsu/cHO5HLFYjHA4TDabVfP88idcJfK0FzdcJpPZtACEXwxEd+7cYWpqSjV6Likpwefz4Xa7WVpaAqC9vZ3KykrGx8fJ5XI0NTUxOjqKx+OhvLwcq9WqLm0Gg0Hcbrfqgzc/P8/bb7/NqVOnqKurY3Z2lnA4TCQS4V3vehcnTpzg4sWLXLlyBbvdjs1mI5VK8eijjxKNRunp6cHv96v9fhsbG0kkEszMzKDVajl37py6zKxEJaPRqCoClQlJiXQpRSOhUIhTp06xsLCAx+Ohra0Nl8ulmlT7/X7KyspoaWkhl8upxSunTp2io6ODTCbD2NgYwWAQnU6Hz+dTjahLS0txOBwEAgHu3LlDJpPB6XSqOYQOh0PtAlNZWYnJZMLj8ZBOp/H7/WovZYvFQllZGadOncLtdjM6Osr8/DypVIrm5mbq6+sZHx9nbm5O9W3cDlbmAN5vkclui8JiFoDFvO9wMDz0Nuuft1lRuLLvcf7nbCfKw+9erEgNDQ3xf//3f/z+7/9+0V4Hu4EIwD0kP89PyXcqlOeXTCYJhUKk02nMZjN2u33VE65GoyEWi+15BNBkMhWcOJSWY/mDWiaT4Y033iCXy1FSUsLi4iKRSETtTWw2m4nFYng8HtxuN5lMhiNHjlBXV8fk5CThcJjjx48zOTnJzMwMdXV1alu2iooK9f3JZJK2tjbC4TBXrlzB6XRy7NgxZmdnSQqIMk0AACAASURBVCaTaoHDM888w5UrV7h8+TLRaFTN+Tt//jxWq5Vr164xOTlJa2urGoU0m814vV6i0ShdXV3o9XqmpqawWq3qMr3RaFTFucFgUAWhVqslFArh9Xo5ceIE0WhUzVFsbm7G7XYzPz/PwsICJSUltLW1YTAYGB4exuPxcOLECdra2tSqYa/Xq14HbrebkpIS9Scej9PX14fb7aatrY3S0tJVA7PL5cLlcql+heFwmPn5eerr6zGZTOh0Ok6cOIHRaGRkZISRkRFisRilpaUcP36c+fl5xsbGcDqdWK3Wbbmm1isCud8ik/Uqj7eDYhZRxbzvcDA89LbDP2+lKFR+8h+Y7iUKt3r+ksmkahe129y5c4ebN2/y6U9/ete3XUyIANwj8ientZZ7lUk4kUhgMBhwOBzrFngo+YB7VXafSCSWCcBAIIDBYMDj8fDjH/94WXEHoE7eFy5cwGAw0NzcjMfjIRAIYDKZcDqd6PV60uk0Pp+PhYUFEokELS0tNDc3Mzs7y+LiIseOHcPj8TA8PIzBYMBut2O322lsbKSsrEzNK2xtbcVms3H9+nUSiQRdXV3qZ6bTaXQ6Hb/2a7/G0NAQly9fZmJiQl1q7ezspLW1lRs3btDX16e2YKupqVErlH0+H0ePHsVut6s9fTOZjFqpG4vF0Gq1OJ1OIpGIuiycSCSYn5+npaUFg8GgLtmePn0an8+nLi+bzWZaWlpoaGhgeHiY0dFRjhw5QnNzM83NzUxPTzM/P6/mEC0sLKgRAbPZjMViwe12Mzk5SVVV1SrzbfhF+ziv16ta1Hi9XsrLyzGZTGSzWfX8T0xMMDAwoH5f3d3dhEIhhoaGMBgMa3Yn2cw1tZlozmaLTHaqt2sxi6hi3nco3srxfHbCP0+5rgs9MK0XRc9PrVA+ZyPkV5PvhQC8ceMGQ0ND/OZv/uaub7uYEAG4yyg3xkoj5/wbSzFyVgRDfp7feiQSCfWJb7fJZrPLBGA6neYnP/kJHo+Hy5cv89ZbbxGNRlUxW1paCoDT6SSVStHT06PmlQUCATweDwaDgbKyMlVI+f1+NUrY0NBAe3s7CwsLjI2N0dnZSSqVYnp6GrvdTmVlJQAlJSXU19cTi8XUnrwtLS309fWxuLhIR0cHkUiESCSCXq8nGo3y3HPPkUqluHjxIjdv3uTkyZP4/X5KS0t5+OGHuXv3LlevXsXpdFJZWUltbS0Oh0O1emloaFDzGQF1361WK6lUimQySU1NjXo+lH9fWFigvLycyspK+vv7yeVyPPbYYyQSCSYmJpicnCSdTnPs2DE6OzuZnJykt7eXyspK2tvbaWlpIRQKMT09raYKzM/Pk81mqa+vx+FwUFJSgt/vp6+vD5PJRHV19apBXSnQCQQCBINBNS/QYrFgtVrRarW4XC5VoCodRDQaDV1dXeh0OoaGhojH42ta0Wz0mtrqct52mfNuZvvFLKKKwUZlPRQBuF09yfeC3fLP2w5RuN4D014KwMuXL6s94YW1EQG4SxTK81sp/JQ8P6W7hM1mw2q1bvgGUnK79qJ1lhIBVJL1p6enmZmZYW5uDqfTSS6XY2RkhGAwyNtvv00kEqGtrQ2tVktjYyMNDQ3cvHkTt9vNiRMnSCQSLC4uotVq1ehTKpUiEAiwsLBAMBikrKyMuro6PB4Pk5OTnD17FqfTyeDg4DLTaJPJREtLC1qtlr6+PgwGA93d3UxMTDA1NUVNTY0q0mw2m1o13NzczJtvvsnly5dpbm5Gq9WSTCZ53/vex8zMDBcuXECn09HW1obT6aSsrIxQKITP56OqqorS0lKi0ag6WHo8HjVv0+v10tzcTDabxefzYTab0el0uN1ujEYjLS0tjIyMsLS0xGOPPYbdbmdkZITR0VGi0Sjt7e10d3cTCAS4evUqGo2G06dPq+3gJicn8fv9aLVaotEo4XBY7bRSXl5OOp3mzp07hEIh6uvrV002Op2O2tpaAoEAsViMXC7H/Pw8uVyOiooK4B2hePr0aYxGI0NDQwwMDJBIJGhvb6eqqko1k77f4pCdyufaiA/bvRLp19ufgyAAi7WIIn8JuFjZyw4a64lCZb7aiCjc62ryN954g0gkwvPPP7/r2y4mRADuMPlGzuvl+SUSCdXPz2w243A4Nm3knEgk0Gg0ezb4KXluOp0Op9OJyWTi2rVraoQum80yPDxMKpVibm6O6elpOjo6MBqNlJaWcvLkSQYGBhgdHVXz3ebm5v4/9s48Oq77vu6fWTD7ABgMBhjMYCc2bgBBUqQocacsW9Ziyapsy6mXSk1auXvjUy85bdqm8UnqZnES23GV2FbkLJXcRrGbqrWjOJYoiSIEgiSIbYABBrPvM8Dsg1n6B/1+BkiKG0iCVHjP4Tk8JPDmLb95777v93vvpVwu09jYiMFgEEIYv9+P3+/HYrEwODjI0tKSSMGw2+0isUIyjVYoFLS1tWEymRgfHyeVSrF3714SiQSLi4sYjUZkMpnIA87lcthsNo4ePcrx48c5fvw4arWalpYWwuEwhw4dIpvNcuLECWEdYzQaaWpqIpVKsby8TG1tLQ0NDULVLZfLRWZxU1MTLpdLeAJKNi4ajUZEvfX29uL3+1lcXGTHjh309vbicDiYn58nEolgs9m45557UCqVjIyMEAqF2LJlC3V1dZhMJmKxGLFYjFKpRC6XIx6PYzabqVarYk5vbm4Or9eL1Wq9ZHqI9HOSOjsSiZDP59fE9nV0dNDZ2SkSUuLxOC0tLfT19Yn5zIaGhmuuytzKgf6rEZlcihReqhJyJxPAO11F+34ggBtpn3IpvNdoxZXmbS+1jVuF1157DblczkMPPXTLPvNOxF0CeJMgPRhWfxkuN+cnefgZjcbrfuAVi8UNJ4CrRSgNDQ00NzfjcrlwOp3iJhKLxQDEvFhbWxu1tbVoNBqGhoaIRCJMT0/T2NhIbW0toVBIVPQMBgPJZFIQwXg8jsFgoK+vD7lczuzsLPX19fT39+PxeNaYRkumyx0dHUxOTuL1ern33nupVCp4PB5qamqoVCpEIhGRHymTyXjiiScYHx/nzTffFIINv99Pf38/FouFkZER5ufn6e/vx2g00tLSwvLyMtlsFp1OR319vSALWq0Wj8cjKmVSLnF3d7eId9PpdKTTaVKpFD09PaTTaWZnZ7Hb7QwNDeHz+ZidncXn82EymRgeHhb7MTs7K+Lj6uvryWQyBINBMpmM8Ausra0Vc4Fms5lgMMjU1JRIPbnwxUSacwyHwyK1RKpySpU9aWYxmUwyOTmJy+XCaDQyODhIPB5nfn5ezGZeLTaajFxPe0xqHVcqlTsyTWOjz/l68X4hgBtloHy1uBIplJ5/0nq62vjHG4VXX32V2tpajh07dlO2/37BXQJ4E7B60V/NnJ9CoRCq1/V8IYrFIsCGzb9cyobGbDbT19dHOBwmEomg1WoxGo2EQiFxjmZmZtDr9dhsNhQKBQMDA1QqFaanp4XZczQaJRQKCV+8QqFANpsllUrh9/tRKBTs2bMHuVzOzMwMCoWCHTt2EI1GRWKFJHqora1ly5YtzM/PMzExweDgIEajUVTnyuUygUBA2Kgkk0keffRRotEob731FjMzMwwPDxMMBrFYLNxzzz2Mjo5y5swZOjs7MZlM2O12UqkUuVwOtVqNyWQSN3aTycTi4iKRSITBwUECgQBLS0uipRuLxcRcYDwep729HblcjsPhQKlUcuzYMZaWlpiammJubo5KpUJXVxf3338/DoeDkZEROjo66O/vR6PRoFQqCYVCpFIpisUiiURCiFHK5TI2m41CocD4+DjFYhGbzSauoXRN6+vrMZvNwiMwm82KmUVpvalUKoaGhlCr1czMzDAxMUG1WmV4eJhSqcTs7Cwymeyqw9lvNzJyNe0xaQYNfp6PfaNFJjcTt9s5v1ZczkPvTsHtVgG8WqwmhdIcuFarFYbWl6oU3ixS+Morr2C329m/f/+6t/V+xl0CeAOxuiJQqVQu6edXqVTIZrNkMhkAdDrdNc35XQ5Sq3EjCGA2m6VcLl/Shkav1zMwMEAulyMUCgHnq4PRaFTYpCwsLAgzZKVSSWdnp4hkk6pi+XyedDqN2Wymo6ODfD5PIpEglUoRCASQy+UMDQ2h0WiYnZ2lUCgwPDxMsVjE4XCsSaxQq9UMDg4SiUQYHR2ls7MTu91OIBBAoVAIf73a2lpsNhvhcJj9+/djMBiEX2B/f79QDx84cIDp6WlGRkZobGykubkZu90uIuokEpjP55HJZLS0tODz+XC5XGzfvl2kagwODqJWq/H7/QAolUqi0SgWiwWj0cjc3Bz5fJ4jR45QqVSEyXVNTQ12u50Pf/jDBAIBjh8/jlKpZO/evcB50ivF7BWLRZLJJIVCgaamJtLpNM3Nzeh0OiYnJwmHw7S0tKDRaNa09dVqNRaLRcwFrqysEAwGL7J96ezspKuri8XFRU6fPk0ikWDbtm3U19czOzsr5hGvVB27HBn5D6//B/7lj/8lXx/9Oh/s/iAN2qsjlTcal6qESA8/ab8v1R67XSO87nQCuDpF407FRhoo3yisHt94LxGWVEm/GaTwpZdeYvPmzdxzzz034/DeN7hLAG8AJOKXy+UuIn7vNeen1WoxGAzXPOd3OUhfHI1Gc0O2d7VIJBIcP35cEKxLDS+rVCp6e3tRKBSEQiGR1LG8vEw4HEav1xMMBvH7/XT+LBHDaDQK6xIAo9FIPp8nGo2i0WiEiESqbkkt1MHBQZEUsrS0JKpSs7OzJBIJmpubxVvq1q1bqVQqvPPOOxgMBjZv3kwgEBCijOnpaQAGBgaIxWJ0d3ezdetWTpw4wdtvvy1Uu4lEgsOHDxMOh3n77beRy+V0dHTQ0tJCpVIhmUyKlquU99va2ko0GmVqaor29nasViunT5/GZrMJmxvJ2ieRSKDVaqmrqyMQCBAIBBgeHhbtbKfTSTqdRq/X8+EPfxiFQsHrr79OKBTi2LFjVCoV6urqRBxeLpcjlUqRTqexWCxkMhnq6uqwWq3Mz8/jdDqpr68Xb/DSC4pMJqO1tZVMJiPWcjAYFFVCCSaTiaGhIZLJJGfPnsXpdNLR0cGmTZtwuVxEIpH3XCsSLkdGvj/9fV73vs5ycZlnBp/BorOsex3fKEj3A7VaLQQm76U8vh6Ryc3EnW6kfLcCeHvgcuvocsr8K9k1XS0p/N73vsc999zD0NDQzTvI9wHuEsB1YLWRs1SdkojDauK3es5PrVava87vcpC+JLeaAGq1WqrVKhMTExSLRaFEvRAKhYKOjg4MBgOxWIxUKiUUqW63G51ORyaTYXp6Gp1Oh9FoxG63Y7PZRPtSo9GQyWRIJpNUKhV6enrQ6XR4PB7y+byocm3btk2QGckrsLGxkcXFRbxeLxaLRTwkurq6qKurY2RkhEKhwO7du/H5fMJ7cXp6mkgkws6dO8nn82g0Go4cOcKpU6c4ceIEKysr9Pb2EggE2LVrF3K5nLffflvkGDc3N6NSqYhEImg0GiEUKZVKdHR0kMvlOHfuHAqFgn379jE6Okq5XGb37t2Ew2GR8rG8vAycb6tns1nC4TDd3d0MDw8zOTnJ3NwcsVgMuVzOoUOH6OvrE1Y2hw8fFnN/NTU1RCIRMpmMsHoxmUyUSiVkMhldXV0kEgnOnj1LuVymtbWVmpoaIYSQFMIAyWSScrkszKNXzxCqVCp27NiBRqNhYmKC06dPYzQa2bFjB6FQaM185qVwOQL46vyrnAmfAeAfD/3j25IArhaBXK/y+FbH270fCOB6TZQ3GhuZoHGjcK2G3OshhZcar/jjP/5jjh49ysDAwM07yPcB7hLAdWB1Owe4KAlDSoLI5/M3bM7vavbnvR6oNxpSSofRaMRsNiOXy3G5XCwtLYkq24WQyWTYbDZBYqLRqFAMO51OVlZWUCgUuFwu6uvrhadeY2MjqVSKcrmMTqcTkWf5fJ6uri5MJpOwh5H8AgcGBujo6BAxZV1dXbS1tREIBER7V6/XA9DS0kJraytnzpwhFAqxb98+YrGYmIlbWFhgenqawcFB9Ho96XSa/fv34/V6GRkZwePxMDQ0RDQaFfFoIyMjuFwuuru7sVqt1NbWEggEhJpYqqLZ7XY0Gg2Tk5NEIhEeffRRJicnCQQC3H///aJ1LnktAlitViqVCm63G6PRyKFDh1hYWMDpdBIMBslmswwODvKBD3yAsbEx3njjDTZv3ozdbqdcLtPQ0EA8Hmd5eZl0Ok0ikUCn06HRaEilUnR1daFQKDhz5oywilGpVGsq3FLaiqQ0TiaTLC8v09zcvKa929nZyaZNm1hYWODdd98lk8mwZ88e8vk8c3NzaLVakee8GpcjgP93/v9yOnwagGcHn6VJ33TD1vV6cbUq4AuVx1crMrmZQ/R3epLGjUjR2GhsZILGjYK0jtYzjnStpPD3f//3+fznP8/o6CjpdJquri6RznSj8Ou//uscPnyY73//+3zuc59b839TU1N86lOf4rnnnuO3fuu3mJiY4MCBAzckFelm4S4BXAckda/0Bi/54MlkMrLZLNlsFjg/A6fVam/6F1r6ItwqAriwsMDExARyuZyGhgZUKhWNjY34fD58Pt+aKtuFkFqnUvWoWq1iNBrx+Xxks1kaGxtxuVzCjqW+vl7Mn8nlckwmE+FwmKWlJbLZLGazWahzpeqiz+ejq6uLvr4+PB4PHo8Hu91Od3c3y8vLzM7Oin2H823L7u5uHA4HTqeTHTt2UKlUiEajdHd3E4lEePfdd2lvb2fTpk34/X527doFwMjICOPj4/T391MsFtFqtWzfvp1z584xOTlJU1MTra2t4vzI5XJaW1tZWVkhFothtVppbGxkamqK6elpHnnkESKRCGfPnqWvr4+6ujoikQjFYlEQ/fr6elQqFYFAgJWVFY4dO0Y0GhVZvZJVzFNPPYXP5+MnP/kJWq2WnTt3kkwmaWpqIpfLkUgkhKJaMnmORqPC4NrpdOL1ejGbzej1+jXEQLKckTKEM5kMkUiEpqamNQ9hSa2cSCR49913mZ+fZ3h4GL1ez+zsLOVyGbPZfNG87NUQwGeGnqFZ33xjFvUNwPWaKV+tyORmJpnc6UkadzoB3OgEjRuFm6XGvhwpzGQyJBIJxsbGOHXqFP/7f/9vfvM3f5O/+qu/4tSpUyKr/HoTirxeLx//+MfFPPdzzz235v/uvfde8vk8v/Irv8Lu3bt54YUX+MEPfsCzzz57217LuwRwnZBuvBIBBMhkMlQqFXQ6HXq9/obO+V0OktH0zawyroZU9ZuZmSGbzVJXV4der6e9vV34112uxWc0GsVcWjabRS6X09TURCwWExYnsViMcDiMxWKhsbERq9VKPB5HoVBgs9kIBoOEw2FBGnft2kUkEiEQCJBOp4XR8+DgIMFgEJfLhcViobu7m2q1epFptMFgoKenB7/fz8zMDJs2baK2tpbFxUU6Ozspl8u88847AOzcuZNgMMi2bdswm82MjY0xOjqKzWZDr9eTz+fZtWsXbrebM2fOoNPpxFygRNq6urqoVCoEAgHMZjNdXV3Mzs4yNjbGjh07qK2t5cyZMzQ3N4v5xHw+T6FQoFgsYjAYhE9fLBbjvvvuY2VlBZfLRTQaxePxoFareeqpp9Bqtfzd3/2d8DFMJBKYzWaUSiXxeJx0Oi1Uvk1NTUSjUdRqNf39/QQCAaampoSH4erKlk6no7m5mXg8LvYtGAxedO1VKhXDw8NotVpOnz7NqVOnaGtro7Ozk/n5eZaWltZs+3IE8EcLP2IsNAbAM4O3JwG8EUKK97LbuFJr7HpFJncJ4Mbj/UAApetwK2YxJVLY09PDI488wrPPPsvzzz/Pt7/9bQ4cOECpVOKdd97hO9/5DsPDw9c9F/hLv/RL4hmUzWbXVAC/+MUvMjo6ysjICA888AAHDhxg9+7dfPWrX6WtrU0UCm433CWA64B0k61Wq6IyI5W9DQbDLVfSSQRQ8ry7FWhoaBApFcFgkObmZurq6rDb7cRiMebm5tDpdGtafNL5SqVSKJVKOjo6RKsgk8lgMpkoFAo4nU70er1oder1eqxWK3a7nWg0SrlcZvPmzcRiMRYWFsjn82i1Wnbt2kUul8PtdgubGIPBwO7du0WFrK6ujvb2dlHhWm0ardVq6erqYmlpSfgR2mw25ufnaWxsxGQyMTo6SiAQYO/evZTLZSwWC729vZw7d46RkRGhyl1aWmLbtm1ks1nGxsYoFot0dHTQ3t4uco97e3upqanB5XKh0+no6elhcXGR8fFx2tvbuffeexkZGSGbzTI0NEQ6nRajBblcDo1Gg8FgoFgs4vf72bJlC0ajEbfbLYyu8/k8Dz74INu2beP48eNMTEywf/9+crkcWq2WhoYGYrEYmUyGaDQqxCHSjN/g4CC5XI6zZ8+Sz+exWq1rHrIqlQqbzSb8DyVxiDTLuRpdXV309PQwNzcnBDM7d+7E7/cTDAZpbGxEpVJdlkj9v4X/JwjgZ7d/FqvBerOW+DXjZqdpXK4Ksl6RyfuBAMLGpGjcKGxkgsaNwkaLcb7yla/wW7/1Wxw7dozHH3+cz33uc3z+859ny5Yt17U2Xn/9db74xS/yyiuv8Nd//dfk8/k1FcBnnnmGD37wgzzzzDPi37q7u/nzP/9zvF4vn/70p2/Icd1o3CWA64AkAMlkMqL6J+WlbsTNU0ocuVUVQAmSgbDT6cTn82Gz2dBqtdhsNnK5HA6HA5ns5xFk0vlSqVTCHNhut7OysoJKpSKdTqPValEqlTidTkqlEnq9HrfbTbVapaWlhfb2dpaWlkgmkwwPD5PJZIQSdrX4YH5+XswEAuzbt4/l5WVBTG02GxaLBY/Hw+LiIg0NDWi1WtRqtRBoOJ1OtFotnT9Lu5DL5XR3dzM9Pc3MzAy7du0Ss4SDg4O4XC5GR0dJJpPCyLm9vR2tVsuZM2eIx+O0trbS3d1NKpUiGAzS3d2NVqvF4XAAsHfvXqLRqPDme+yxxzh37hwej4fh4WHkcjnLy8vCELumpkYodv1+P1arVVQal5eX8Xg8hEIh9u7dywc+8AHGx8d555136O/vF2SrtbVVGFBLYpr6+nqq1SqxWIy+vj60Wi2Tk5PCA1E6bkBUZYvFIsvLy6ysrAgFt9lsXrNmGhoaGB4eJhaLceLECXw+H/feey/pdJrFxUXq6urQaDSXrQCeCp0C4LODn6XF0HJzFvd1YCPi1GQyGblcjomJCZaWlmhpaUGtVl+zyOROJ4C3Kkf3ZmF1C/hOJoAbScRXVlb4yle+wn/+z/95DQGVhFfXinK5zOOPP87jjz/OP/pH/4jvfve75HI5QQB9Ph//5b/8Fz7zmc9w3333rfndd955hzfeeIN/9+/+3foO6ibhLgFcBzKZDKlUCplMJiowFxoh30pIBHC1EOVWQaPR0NDQQDAYxOv1Ultbi8FgwGq1olAomJqaIhaLodfrRatVq9WK/VQoFNjtdmGfISlSpeSMWCxGY2MjwWCQVCol2rhSpW9gYACLxcK5c+cIhUIolUr6+vpoa2vD4XAQDoeJx+NkMhkOHjxIoVDA4XBQU1Ozpqq42jS6pqaGtrY2SqUSXq+XarVKZ2cn8XicpaUlurq6CAaDTE9Pr9mfbdu2kUgkOHPmDIuLi3R0dIgZx+bmZmZmZvD7/ZhMJvr7+8lms8zMzGCz2ejq6sLr9Yqoukwmw8TEBB6PhyeffBKv18vMzAwDAwOYTCaSyST5fJ6lpSUUCoWwz4nFYoK0Sn6LwWAQh8PBpk2bePLJJwmHwxw/flzYv2QyGXG8UtpHMBgUYhm/309TU5No2c7NzWEwGNbM7slkMpqbm4V1jWRmnc1m18THwXnD8p07d6LRaBgdHWVsbIytW7ei1WqZm5ujpqYGvV5/SSL1Y9ePGQ2OAucrgH/fCWAul+PrX/86P/jBDzh58iQrKyts27btivF275VkIo2t3Gkk8E6vAL6fCOBGteKXlpb4gz/4A/7jf/yPN+QcfvOb3+Qv//IveeWVV9DpdBcRQIfDwfPPP8+nP/1pBgcH1/zuiRMneO211/jyl798W7b07xLAdUImk6HX61EoFMKzbaNuPhtJAOH8zctqtZLL5ZidnUWlUgmTYIVCISp0XV1dl2wNSAbJq21EisUiOp2OWCyG1+ulrq6ObDYr0jL6+/uRyWRMTU3R19fH4OAg4+PjOJ1OIbTYsWMHc3Nz+P1+MSt34MABFAoFDoeDarUqjJslYih5GiqVSlpbWymVSkSjUQqFAna7nUqlgt/vp7m5GZlMxszMDOVyma1bt1IoFOjt7aVUKjE5OYnD4cBisaDT6ZDL5bS1teHxeFhYWBBzgDqdjlAoRFNTEwMDA7jdbgKBAHv27EGhUDA5Ocn09DQPPPAASqWSs2fPYjQa6e7uFhXVeDxOpVJBoVBQX19PLpcjn8/T2dkpUmcSiQQTExNotVo+9rGPodPpePPNN8lkMnR2dgoVr1arFergUCgkKrh+vx+tVisi+yYmJlhZWcFqta558TGZTMJ8WiKU8XhctNlXX/NNmzbR19fH1NQUb731Fg0NDXR2duJ0Oslms1it1ovW848Xfk4AP73t09iMtpuxpK8LG0EAZ2dneeWVV8Scqs/n4+DBgxfdi65GZALcNJHJzYb04nineuhJBPBObwFLqUcb8SwMhUL86Z/+KV/4whfWvVZjsRgf/ehH+ff//t9z9OhRgIsIoNPp5Lvf/S5PP/00W7ZsWfP7b7zxBq+//jqf//znNyyh63K4SwDXAelmKi2yQqEg3rY3ApIQZaMIoNR+6erqEuQnmUwKm5j29na8Xu8VFcKNjY1otVqy2ayYB9RoNGSzWVwul6gMhsNhyuWy8HpaXFykvr6eBx54gJmZGaampigUCpjNZg4cOIDL5cLj8ZBMJgkEAtx7773oMGcgjAAAIABJREFU9XocDgeFQoHm5mbh2bfaNFqa51tZWRHWMw0NDdTU1AhPQZ1Oh9vtJplMsmnTJmQyGXa7XahcJycnUavVNDY2ChuWWCyGy+VCqVQyNDSEyWRiYWEBlUrFrl27CIVCzMzMMDQ0hNVqZWpqiomJCXbs2EFPTw9nzpwhn8/T398vKjiSKhqgvr5e2LQ0NTVRrVaF4GZ6eppkMsljjz3GwMAAo6OjeL1e2tvbyefzGI1GYRCdTqdFnrAk0kmlUuzevZtKpcLExASJRAKLxbJG9GEwGGhsbBR2OpJ34er4OAkNDQ3s3r2bUCjE8ePHRTSe1+slmUxeZCv0N66/4d3guwB8evunsRvtN24hrxMbQQCz2SwnT55kaWmJVCqF1Wrl6NGjV7wPzM3N8aMf/YiFhQVaW1vRaDSUy+U1rgV3UpLJnZCjezmsFj7dyQRwI4m4x+Phhz/8If/m3/ybda/LX/7lXyYUCvHCCy+I63EhAYxEIjz//PM89thjF1UAX331Vd566y3+03/6T3crgO9HrB6sLhQKyOXyDRt8XW1FsxGLTaoWqFQq4X20sLBAqVSivb1d5P36/X5cLtdFEWKrIdmLxONxMT8mfZklEieRi1Qqhc1mw2q1sri4SKFQ4PHHHyccDnPmzBlisRi1tbUcPnyYeDzOwsIC0WgUn88nyNXs7Kx4cJpMJpHXKxE8ybtPqmaVSiU0Gg1arZZoNCrsZKLRqGhX19bW0tDQgNlsxu12MzU1JdTSknBEq9XicrlYXl4W/oGSaOP+++8nk8lw5swZ2tvbGRwc5Ny5c0xMTNDS0sL+/fuFX6BUCS2Xy2KOr1wuo9fraW5uJhwOYzAYUKvVFAoFSqUSCwsLzM3NceDAAQ4cOMDs7CwOh4OmpiZKpRJKpVKceyn7Nx6Piyqvz+dj8+bNWCwWZmZmWFxcpLa2FpPJJK6jRqOhpaVFxMdJCuHVHowS1Go1u3fvRq1Wc+LECaampti6dasQt6wmjq8tvsZIYAQ4XwH8+04A6+rqMBgMBAIBbDYbn/zkJ7FYLm+OHQqF+L3f+z3effddzp07RyKRYNeuXSJNaD0iE9gYUninE8DrtRC63bCR12F+fp6f/OQnfO5zn1vXOZydneWZZ57hV3/1V7FarSSTSZLJJH/xF39BJpPh0UcfpVqtotFo+J3f+R327dt30Qzgn/zJn+D3+/niF7+43sO6KbhLANcBKQlEQrFYRCaTbWgM0ers1luNYrFIqVRaY1YskbJAIEBTUxNarZbW1lYSiQRzc3Oo1Wrq6uouuT3JXiQSiVBXV4fRaCSbzaJSqQiFQvh8PhoaGsjn84RCIVpaWujt7RVRY4888ghKpZKxsTG8Xi9qtZr77rsPpVLJ7OysiFTr6emhu7sbp9Mp/O8MBoMQUUim0dJMY7VaFTN31WoVi8Ui5tyk1uvy8rKIRzOZTFgsFnw+H3NzcySTSVpbWwUh02q1+Hw+4vE4DQ0N9PX14fV6iUaj3H///cjlck6fPo1Go2Hfvn3Mzc0xMTFBpVLhgx/8ID6fD6fTSVtbG1qtlnK5LHKSc7kcKpVKzC5Wq1UMBgOlUgm5XE4gEGB8fJze3l4effRR4vE4586dE0Imqa2v1WoFeQuFQmJG0u12Y7Va2bJlC263m5mZGTEHKJEFpVKJzWYjm82KRJxQKERNTc1FnlwymYyenh76+/s5ffo077zzDq2trRiNRlwulxANveb6OQH81LZP0WpsvYkr+9qwEXm6MpmMzs5Ojh07xsGDBy8S3VwKTqeTH//4xwwMDCCTyUgmkxw8ePCS97ALlccSMXwvkcnq1vGtTDK50wngnZ7FLGEj4+ykTPZf/MVfXNd2xsfH+e53v8urr77K1772NfHH5/MRi8X42te+RrFY5KmnnuIb3/gGKpWKp556as02vvSlL9Hf339XBfx+RblcFn8vFosAG9rrz+fz4m39VkGydcnlcgDClkSpVIoKlKSyNZvNQn0rzdtVKhUaGxsvuW3JXkSKOLPZbEL1urS0hMfjEYHjyWQSnU7H1q1b8fl8uN1uDh48SFdXF2NjYzidTiqVCjt27KC1tZXZ2VncbreY5ZMUvMFgUJCe1tbWi0yjLRYLCoWCYDCIWq1Go9FgNBqFEaler6dYLAozVKkqbLfbhTdhIBDAYDBgNBpRKBQi3SQajYqWcCQSwev1smfPHkwmE2fPnmV5eZkPfehD+P1+0Xr98Ic/LIQktbW1NDY2ipeTZDLJ0tISpVKJvr4+0SbWaDTigR6Pxzl79iwqlYqPfexj1NTUcO7cOdHqk47baDQK4+5gMIhMJqO+vh63241cLmfv3r2kUikmJiZIp9M0NTWJ74JcLhfxcdL+SPFxFovlooed2Wxm9+7duN1u3n77bSqVCh0dHSwuLiKXyxlLjXEycBKAT239FK21f78JoIRrIVpS0svc3BzZbJbh4WH27NlzWfuOarXKa6+9xre+9S1OnDiBzWYTYxJXKzK5mUkmd3qO7vuFABaLxQ27DqdPn2ZmZmbdpMtoNHLffffx9NNP84lPfIJPfOITfPzjHxcvyC+88ALHjh2jqamJhYUFXn75ZT7zmc8Iy7PXXnuN3/3d3+ULX/jCXR/A9ytWE8CVlRWq1erfKwK42tZFqojV1tauuXlJ5EdS2Uq+gFJaxOzs7CUjxCQolUpBnnK5HJ2dnaKNubKygs/nI5VK0djYSCaTEX55sViM+fl5tm7dyp49e5icnGRmZoZ0Ok13dzc7d+5kbm4Ol8uF3+9Hp9Oxb98+3G43Pp+P5uZm1Go1NpvtItNos9lMTU2NILVqtRqdTieSPWpqashms6IColaraWhooKOjg0wmg8fjwe/3o1Qqqa+vF9WUYrEo1MrDw8Ok02mcTiebN2+mt7dXKIufeOIJUqkU4+PjeDweHnjgAbRaLTMzM6ysrNDS0iIEIel0mmQySTqdpqenB4PBIIQdOp0OpVIp5gKlymlHR4eYg5SqPDqdjoaGBpRKpZijlEQawWCQRCLBvn37UKlUojVdX1+/xgNSegGIxWKUy2WWlpZEdOCF116lUjE0NIRarebtt9/G7XbT399POBzm1OIpzuXOgQx+Yesv0FbbdvMW+TXiTnmI6/V6enp6qK+vZ9euXTz66KPU1NRclgC6XC6ef/55crmcUPwfOHDgoszjjUoy2UjicSNwp0fxSZAiPTeiEzUyMoLP5+MTn/jEuraj0+kYGBigv79f/BkYGOCll16iXC7zta99jaam8xGUQ0NDfPvb3+Z//I//gVwu57XXXuNf/+t/TV9fH9/4xjduy/k/uEsA140LCaA0P7MRkLzAboUSuVKpiLg7yQZHoVC8ZxKJZPOSyWRwOByiqiSpRefn5wmFQsJC5EJI1T+pAtXe3o5GoxGpK5FIRPjfSdUlSZE7NzeHzWbjyJEjeL1eYUljNps5ePAgXq+XhYUFPB4P1WqVw4cPEwgEcLlcIu/WbDZfZBotRbEFg0EMBgN1dXXI5XLK5TKhUEi0xOvr62loaKBUKqFQKOjo6KBUKuH3+/H7/ZTLZTEPKbWwlpaWiMVibNmyBYVCwezsLC0tLQwNDTE3N8fk5CRHjx7FYDAwNjaGw+Fgz549dHV14XQ6icfj2O12qtWqIJaxWIxoNEpbWxsdHR34fD4ymQz19fXi2rndbhwOB/v27WPPnj3Mzc2JiLiVlRVBZA0GgxCHSOreVCqFy+Vi27ZttLe343Q6mZ+fFxGBEkmQZiOlCmA6nSYajWKxWNasW6mtuHXrVvr6+oRVjN1uZzw0jsPjAD38wuAv0F7bflPX+7XgTiGAcF6tLZ1ftVp9RQNfv9/PT3/6U+z28zOXpVKJI0eOvOf9ZjWh83q9QpR1s5JM5K++SrWtDeVtqLi8GtzpPowSNjLP+M0332RpaYmPfvSjN2X7L7zwwhoRCJy/pz3yyCOMjIzw7W9/m5MnT/LII4/wve997yIj/NsJdwngOiAN3UuQ3mY3igACN92KRhKapNNpyuWyiLtTKBRXTCKRyWTC0kOKj2tqahKKU7fbjcfjEaKLS6GxsRG1Wk0gEMBisYgIsmq1KgiIXq9Hr9cTDodpbW0VBst6vZ4HHniAXC7H9PQ0gUAAmUzGBz7wAZaWllhYWGBhYYFUKsWxY8dIJBK4XC7q6+tFosVq02ipumW1WnG73SiVSiwWC9lsFoVCQTabZWVlRYiD2tvbxUPObrejVCrFTF02m0Wn02EymcTcXi6XIxqNYrfbMZvNOBwOFAoFBw8eFLnEg4OD9Pb2MjY2xrlz59i0aZOIn5PMmuVyuajsJJNJ/H4/RqORXbt2EQgECIfDNDQ0oFarqVQqhEIhJicnaW1tZf/+/YKMlstlkTwizWeurKwQCoUIh8MYjUbkcjlzc3M0Nzezc+dOQqEQU1NT5PN50SqE84bpVquVRCJBPp8Xc5z19fVCSbxaTNHU1MS9997LwsICb731FtFcFE/BAyn4yOBH6GnquSnr/XpwJxHACyGRr/cigEajkcXFRWZmZqhWqzzwwAMXKR8vRLlc5nvf+x5/9md/xptvvgnAwMDADRWZyKJRNM89h/4rX4FqleqRI+s5DRsGiQDejpYhV4uNzjP+27/9WyqVCg8//PBN2f5nP/vZNeRPgsVi4R/+w3/Il7/8Zb7whS/wxBNPXCR0u91wlwCuExcSwFKp9J7Zt7cCN9OKRqrWSF6DF8bdXW0Syer4uEgkQnNzs1AIh0Ih5ufnL6kSlVBfX099fT0+nw+tVkt3dzeRSASFQkGhUGBxcZGVlRWam5tJJBLodDosFgtzc3NUq1WOHDmCWq0W3oDLy8vs378fhUKBy+ViYWGBUCjE0aNHyefzOJ1OIT7QaDS0trYSi8WYnZ1FoVDQ3t5OfX0909PTZDIZBgcHxYMtlUqRSqUoFotkMhn6+/tFe1gSiEh5xul0GrlcjsViIZ/Pi+ONRqPC1NnhcJDL5XjsscdYWlri5MmTNDc3c/DgQcbHxxkbGxNWOMFgEI/Hg9FoFHOScrmcdDpNIBCgUChw8OBBUqkUi4uL6PV6kfyRTCbFQ/7hhx8WM49S1q+0vdbWVuRyuSCBMpkMo9HI/Pw8lUpFmG5PTU0RjUYxm83iutbU1GCz2UilUmSzWYrF4pr4uNUEUC6XCxFMtVrlxz/9MdFIFAywRbOFzsbO2+ZNez0EcHp6mr/4i79gbGwMi8Vy3cH114srVQBramrYsWMHfX19HDhwgP3791/xGBcXF/mzP/szDAYD5XIZl8vFvn371rwoXygykVIbriQyqVQq1LzyCrqnnkJ56nwyjHJkhJUnn4SrEMLcbljdAr6TsZEE8NVXX8VgMPDAAw/c8s++03CXAK4Tq99KV1fANgo3w4qmXC4LI2GFQiGI0IU3/msxopa8AVdbreh0OlpbW1laWmJ2dvaSKlEJkrjE7/cD0NHRQT6fF9dAIiSSdYtk4Ly4uEg6nWb//v2YzWZcLheBQIBoNMqWLVtoaWnB7XbjdDqFiEQulzM7OysUy1I7O5/PMzU1RS6XE3nBki3N0NAQlUoFpVIpZvCk+cCenh5aWloE4ZOUztFolGw2S7lcFlYq2WwWrVZLKpWiUCjQ3d2Nx+NhaWmJD37wgyiVSpH88MgjjzA3N8fo6KiwwslkMiwuLqJQKARBUigUlEolQqEQoVBIzHBJrXmbzUalUhEV1WQyybFjx7Barfj9fmEwLW3HbrdTV1dHJBIhEomQy+Wor6/H7/eL7RuNRiG60Wq1Ij1Eio+TPBZLpZKI7WtoaLjIFFcmk7F582bGVsY4O3oWwjDYMYi6rKZarV6V+vVm43oJYDwe5/d+7/eYmprC5XLhdruFav1qPzcajVKtVq/7+381Ga41NTW0tLRcUrxzKaTTad58803K5TKFQgGdTsexY8euuI+5XI6TJ0/idrtFp2C1yIRwGMO/+Bfov/pVZD8ToFVMJlK//duU778f2SqP1jsF7wcCuNFm1j/84Q+xWq0cPHjwln/2nYa7BHCdWF0BlMjHrc7iXY0baUVTrVbJ5XJkMhmq1Sp6vV6kelwKqyuAV/PFl/KCg8HgGqsVibStTuS41PlUq9XY7XbC4TDLy8t0d3eLucByuUwymcTlcmEymTAYDCwtLYkqYzQaZdeuXXR0dOD1egUBa2xsZNu2bQQCAeGLt3v3bkwm05rZRUAoeJ1OJ8Vikd7eXlpbWwkEAsJjULLkkRTC+XxefM727dvJ5/PkcjmamppIJpNrSKBWq0Wj0RCJRKitrWVlZYVoNMqmTZtYXl7G6/Wyf/9+rFYro6Oj+P1+PvKRj5BMJnn33Xfxer08+eSTIhO5UCgIQi0JduLxOC6XSyijJycnWV5eFmbWS0tLhMNhAoEAAwMDbN++nVAoJIQ/kgLcYrEIe59wOEwqlaKuro6lpSWcTifbt2+np6cHj8fDzMwMpVJJpILIZDKamppQqVTE43FKpZIQwkhzlheup9H0KG/J34IoqIIqdMrz6zKVStHU1LShJrrXSwD9fj8/+tGPhJ3P8vIy999//3t6Za7G0tIS3/nOd3jppZd4++23aWlpEQPq14KrIYDXitraWqrVKi6XC51Ox5NPPklPz+Vb9uVymeeff56/+qu/Emt59+7dP68G/+AHGJ9+GtWZM+J3Cg8/TPzFFynu3EnpZ/fiW6E8vpGQItTeDwRwo+LsXn75ZXp7e9m7d+8t/+w7DXcJ4DqxmgBebQv0ZuJGWNFID/V0Oi0IrfT2fbnjup4kEillQ/IFlLzzpDnA2dnZ91SJws8VwtFolHg8Tk9PD7W1taRSKarVKplMhoWFBVFpSiQS1NfXk0qlCAQCbNmyhS1btuDz+UgkEiwtLVGpVLjnnntYXl4Wnns9PT10dXWJ2UUpMaGurg673Y7P58Pr9dLS0kJnZyfhcJjFxUUGBgZEtSufzxOPx0VFUKlUsmfPHlQqFel0mrq6OjELJ1UzpVg3aW5PLpfj9/vp7e2lUCiwsLDAtm3b2LZtGxMTE0xNTfHggw+iUqk4deoU4+PjfOhDH6Krq0uorU0mkxCHyGQy0QJuampieHgYh8OBz+eju7sbhUJBLpdjaWkJn89HfX09+/fvJ5lMCkNsqcKqUqnYvHkz6XSacDjM0tISavX5ytz09DSNjY3ce++9JJNJpqenWVpawmw2i4q51NqPRqOUSiWWl5eFL+OFIw2ve17nrfBb0AFPdD/B/Ph5EZHBYBCpJBsZyXg9BFCj0eBwOIRSfWhoSFSgL4fXXnuNX//1X+f//J//Q21tLZlMhkgkwqFDh6553yVF7o08dzKZjP7+fu677z6OHTt2RfIH56uhL730EiaTSRipDw8P01AqoXnuOdS/8Rs/r/o1NJD/xjco/sqvUFSpUP3sz+VEJrdrvN3NIOC3GhudZvKnf/qn7Nq1ix07dtzyz77TcJcArhOSWk36+0Zm8cJ5ArgeK5rVti5KpRKj0Yharb6qG+T1JpFIbccLq34SIZAUwpJtzKV+v6GhgWKxKAiDxWJheXkZuVxOPp/H5XKRyWTo6uoS7ctisYjP56Ozs5OdO3cSDAZZWloin8+TTCbZtm0bCoWChYUFzp07R11dHb29vULU0NnZycrKCiaTCbvdLkyj6+vr6evrIx6P43Q6aW9vp7OzU9wY4/G48OcrFArs3LlTpGtI5zkcDpPL5YSfX2NjI8FgEDhPlOLxuLCPcTqdtLa2CpPoM2fOsHPnTrq7uzl16hQnTpxg+/btHDlyhNnZWVFRBMRbejabJRgMUqlU2L9/v2iDS9dhZWWFRCJBIBBAoVCwb98+ABKJhKiy5PN5isUiw8PDVKtVgsEgyWQSOG/pIlUhpUzNmZkZAoEAer1etLz1er2Im5PERlKyyuo1/YbnDd70vQky+OLjX+Tg9oOMjIyIVr1EqK+menajcb0EsKamhq1bt9Lc3MyuXbt45JFHrigoC4fDfOtb3yKRSBAMBsnlctTV1dHQ0MDhw4ev+JnRaJSzZ8+STqcxm803hQBK0Gg0V01s5HI5IyMjuN1ulpeXsTQ28pFCgbpPfhLl2Jj4uZXHHiP//e9Tuece4Hws11//9V9z4sQJampqaGtru6TI5HaNt7uZ5/9WYaPTTL773e9y8ODBi3J57+Ji3CWA68RqArjRWbxw/V6Eq21dANHuvdbjuN4kEplMJvKBV1f9jEajMJJ2u92YzeZLPhRXVlaEVYvb7aa+vh673U4qlRJqbb/fTzAYxG63o9Vqxc1fSinZt2+fMGOWyWREo1FsNpuIhTt79iwrKyscPXqUQCBAMpmkvr5emEFLptFzc3MolUq2bt0qTKQbGhrYvHmz2N94PE40GhUCiN7eXhHnls/nqVaroh0skdW6ujoSiYRo0SYSCeRyubDRqa2t5dixYwQCAUZHR7HZbOzdu5fJyUlOnDiBXq/nM5/5DIuLi7jdbjQazZqHYqFQYGlpSfj5pVIpZmZmMBqN2O12Ybcj2bds2bIFi8VCOBwWtg+5XE7Y10gCF4kkajQakQUtzWAuLi6ysLAAIFq3Uuze6ipjKBRaIww67j3Oce9xAD6++ePs37JfeD2Oj4+LdaxSqd4zaeZmYT0iEK1Wy6ZNm+jq6roqspRIJPjJT36CyWQin8+LtfH0009js9kuu48nT57kd37nd/jpT3/KqVOnqK2tpbW19bYgIEqlUsz1duv1fP7cORq/+c2fV/3MZvLf/CbFL38ZDAbxe9/+9rf5yU9+gs/nY2pqis2bN2MymS4SmUikUBKZwJWVx7eCzEgt4I0+/+vBRqvgv/Wtb/Hwww+zadOmW/7ZdxruEsB1QjL6lf6+kVm8cO1ehBfaumi1WpHica2oVqvrjqKTqn4LCwuCmEkK4Ugkwvz8vFDkroZ03Farlbq6OtxuN2q1ms7OTlFZk4bk3W63mDUsFArkcjkikQhGo5G9e/dSKpXweDxoNBoSiYSYUUun08zPzxOJRDh27Bherxe/309ra6uYU1ttGp3L5RgcHKRYLOJwONBoNGzfvl2MCMTjcSKRCIlEQhgqb926FbPZLFSxEknUaDSUSiWR5RsKheju7qZQKJDP52loaMDtdlOtVnnwwQfJ5/O8++67KJVKjhw5gsfjYWRkhFAoxD//5/+cXC7H7OwsgGjByuVyCoUChUKBcDjMli1bkMlkOJ3ONTN74XBYzOg1NzfT19dHJBIhk8mg0+lEdm9HRwe9vb2EQiESiYT4biSTSRwOB9u3b2dgYIBIJILD4SCdTotKn1KppKWlhVQqRS6XEyRQEgatJoBPDTzFJtMm9Ho9hw4dYnl5mVOnTuH1esU6vFrBwo3ArXwASi1vp9NJfX09Dz/8MP/qX/2ry7ZZq9UqL7/8Ml//+tcZHR3FbDajUqlIpVLcd999tw0BaTCZuN/j4cBv/ib6qSnx7ysf+cj5qt/u3bDq/FarVV566SVqamro6urC7Xazfft2WlsvnRKzmhRKM7HS2ruU8lgihTcz3q5UKgHcFuf/eiGt/42oAFarVX7/93+fp59++j2v+138HHcJ4DqxugIIG5vFC9fmRbja1kWlUgm7kPV8aW9EEonUBvR6vSJpw2AwiIre6lg2CauPW6/XC7++SqVCX1+fyCeWMk/dbjflcpmenh4qlYqo/KlUKnbv3o1er+fcuXOiCiPl25ZKJZxOJw6Hg8OHDwu1sc1mEzftC02jt2/fjkKhwOFwAIjqmEKhIBaLCUKVzWZFm7m7u5tKpSJMkhOJhKhaymQytFqtaP1qtVrREo5EIqRSKY4cOYJWq2VsbIxkMsnhw4fJZDKMjY1x+vRpnn32WaxWK+Pj4+Tzeerq6sTMYS6XE5FxFouF2tpa0Yprb2/HZDIJ4prL5dBqtfT09IjZv7q6OjH0bzQauffee4lEIsTjcWFUnsvlmJycpKGhgf3795PL5XA4HKI9LaXJNDQ0iNg/SUW9srKCo+DgDe8bwHkC2GPqEddpx44dNDc3c+rUKWZmZkQlp6mp6ZZ8L28lAZTJZGzfvp2tW7dy8OBBHnzwwSt6j8XjcV544QUhlIpGo6jVagYHB0X7/nIEZGxsjL/927/F5/PR1tZ2U1I3ZOEwmn/6T1H/1/+6tur3h394vup3iWOsVqv4/X6mp6eFB+hDDz100cvihYjH4/z3//7f+Z//83/idrvZunUrWq12TZLJrYq3W1lZAe5sArjRaSa//du/zS/+4i9elwjq7xvuEsB14lIE8FZn8a7G1XgRlstlstksuVwOuVyO0Wi8YcKVG3X8ksJ3dXxcXV2diDhzOBwUCgWampqQyWTi7VwivhqNRiiMl5eXRQ6upLBLpVJ4vV7RMtPr9cLGJJ/P093djc1mw+l0CmFKOp3GYDCgUqlYXFxkfHxcmOD6fD6hZAUuMo3u7e3FYDCI/e7p6cFms6FSqVheXhZegFIVrb29nb6+Pmpra1leXiYcDhOJRNaMF+h0OhYWFjAYDLS3txMOh9FoNEI8cf/992O1WpmYmMDn87Fnzx70ej1nz57ljTfe4MEHH+To0aOMjY0Rj8epq6tDJpOJaDipCmkwGLBYLMJEuqGhgdbWVpLJpDCI1uv1dHV1IZPJRIVVq9UyNzdHPp/n0KFDFAoFUdFUKpWUy2VmZ2fJZDJ84AMfoKamBpfLhcfjQaFQiJk0yQJEUggnk0lOu09zOnMa5PAPBv4BvabeNeunra2NXbt2MTk5ydmzZ0kkEiiVShobG2/6gP2tboHJ5XLMZjMNDQ1X9Xnlcpnjx48LsiGNNXzqU58Sop1LEZBCocBLL73EN77xDaanp5n6WVVu27ZtN+5gqlWU3/8+uqeeQrFK4bvyxBPkX36ZymUyVavVKp2dnbS0tLB582YeffTRq6oC/fCHP+Rv/uZv0Gq1TE1NYTKZRAVVInS3Kt4edYxmAAAgAElEQVTu/VIB3EgC+Bu/8Rv823/7b2/56MediLsEcJ2QhvQlbDQBvJwXodSiTafTVCqVK9q6XCukKLobdfzvFR/X2NgoyEU8Hqe5uVm8ma8+bkkhnEwmCYVC9PX1CVFIXV0d6XQan89HJBKhqakJi8WCz+fD4/GgUqnYuXMnW7ZsYWpqilQqRVtbm5gpNBqNBAIBzp49K5THLpeLhoYGsQ+rTaPn5uZoaWnBarUyOztLKpWio6OD9vZ29Ho92WwWn89HIBAgnU4Lk+TOzk5h+xIIBER6SWNjI4VCAY1Gg8fjoVAoiPxjOL8OA4EAO3bsoLe3F6fTidPppLe3l46ODqanp3n99dex2+38s3/2z5icnBQefVK1I5fLkUqlUKlU6PV6jEYjuVwOv99PTU0NnZ2dot27srIiFNENDQ24XC5UKhVWqxWXy4XX62Xv3r0ioSWVSok1I5HkgwcPYrVaCQQCzM3NCT9BrVZLXV0dZrOZaDRKsVhk3DfO5OIk6OGpLU/R29B70foxGo0cPHiQWCzG6dOncTqdyGSyNWbUNwNSZU0iCrcb1Go19fX1orr+3HPP8dnPfha9Xn9ZAvLnf/7nvPjii2KcQbIUulq/tdUCi0tBFgqh+Sf/BPVXv4rsZ0bolcbG87N+X/rSJat+F26/Wq3S09PDwMDAVZtonzx5kvn5eTo6OgiHwwwMDDAwMPDe+/kzQlcqlfD5fMjlcurq6m5IvN3KysodnWUMP68AbkSaSblc5td+7df41V/91Q1N5LpTcJcArhOrCaA0wH8rsnjfC9INZ3VFT/JlulZbl+vBjT5+KT5OJpPhcDhEfJyUr+tyufD7/WLQ+0LiK83lFYtF3G437e3toppktVrJ5/N4vV48Hg9KpZL+/n7xs6VSiU2bNrFjxw4WFhaE/UqpVCKXywlvwampKWpra7HZbLhcrjViBYnEFgoFHA4HOp2O7u5u5ufnRV5vW1sbZrOZUqkkRBIS0WxpacFsNrNjxw7RVvV4PGImTzJcjcVi+P1+9u7dSyaToVgsUigUCAaD9PT0MDg4SDAYZGpqisbGRoaGhnC5XLz11lskEgm+9KUvkUgkOHfuHNVqVbTApOxlqaInRcpJldKuri40Gg2Li4ukUinMZjO1tbXY7XaR/bp582b8fj+zs7Ns376d7u5ukcAitbSl+LmBgQEGBwdZXl7G4XAQi8VoaGigtrYWrVZLS0sLiUSCs/6zTAQmIA0f2vohtrZsveT6USgU7N69m7q6Ok6fPs3Zs2fJ5/OYTCahPL6RKJfLvPTSS7z44oucOHECq9V6W7aiWltbOXToEEePHqWvr0/8+3sRwJWVFV588UXkcrkg/ZKh89atlz73EiqVCj/84Q/5zne+w9mzZ+nq6lqb2lKtonz5ZXQf+9jaqt9HP3rFqt9qXK8BsWS/43a7aWtr47HHHrsieUyn03zzm9/kf/2v/8U777xDU1MTdrt9XfF2UidDqsLfqdhIL8Pl5WV+93d/l1/7tV/bUC/QOwV3CeA6cWEF8GZGsV0NLszjlWxdJGJ2LbYu14ObdfzSHODq+DhJIezz+XC5XBgMhks+1CURh1KpxOVy0djYiNVqxefz0djYSLlcJhgMEo/HUSgU4oE2OTlJNpulo6ODXbt2EY1GmZycpLOzk7q6OkFgAObm5kRSh9vtRqfTCasVaX5QUjgXi0UGBgZwu92EQiFaWlpobm4W+cCLi4t4PB7i8bgggXq9nqGhIcxmM/Pz82Imz263i2spzUcODw8Lb8FcLkc4HMZqtbJr1y6y2SyTk5OCGMXjcUZHRxkbG+PZZ5+lqamJ8fFxVlZWqK2tpVKpIJPJCAaDqFQqYcpdLpdJpVJEo1GsVivNzc0sLi7i9/tpamoSIptwOIzf72fnzp2k02lOnz6N3W7nvvvuE4bSUtUjmUwyPj6OVqvlvvvuo1wuCwsgtVqN2WwWvpGvz73OKfcpKEO/qp+eph5xvi+F7u5utm/fzszMDGNjYyJ3WBohuFGYnp7mxRdfpKamhmg0it/v59ChQ1f9GfF4nJMnTxIMBm/6zKJEVlbjvWbQ5HI5586dw+v1olQqMZlMfPKTn+SJJ564LFnJZrP8wR/8AX/0R38k1mIqlRImvbJQCM0v/RLq//bf1lb9/vAPKX7xi3ANNj7X6z9nsVgYHBxkaGiIhx566LLqaQmnTp3iBz/4gTCij8fjF1VCrzXeThpRkX73dvInvBZspJdhNBrlT/7kT/jSl750R567W427BPAG4EICeKOj2K51XyRRRy6XW7ety7XiZh7/peLjJHFIKBRibm6O+vr69yQCJpNJ5NQqlUpaW1tZWFjAbDZjsVgIBoP4fD5yuRxdXV3U1tYyOTlJNBqlvb2d4eFhKpUKp06doq6ujs7OTpLJJMViEaVSicfjIRaLsWnTJtEmXU1IpezfxcVF4vE4W7Zswe/34/f7aW5uxmQy0dHRgcFgEAKYUCgkCKTUUt68eTPhcBiHw4Hf78dms4n2XTabZWZmhq6uLtra2kgmkywvLxOLxTAajdxzzz3IZDIRYbd161bK5TITExO8/fbbfOxjH+Ohhx7inXfeEZU/pVKJUqkkEAiQy+Xo7OwEzr/pS/m9tbW1bNq0iVAoxMLCAnV1daKtLu3Ttm3b0Ov1nDhxgnK5zEMPPcTy8jLLy8tifjOfz+NwOEilUhw6dAi9Xo/X68XpdJLL5QQJnFyZ5Kfun0Ie7mm6h5p8zRWj4EwmE/v37yccDjM6Osrk5KRQmN+oiovP5+PNN9/EZDIJMnLs2LErfu9WVlY4c+YMX//61/m7v/s73n33XTKZDENDQ7f0QfZeFUCZTCYEU3a7nc985jN86EMfuuJ5e+WVV3j55Zfx+/2USiUMBgNGo5Ejhw+jfOml87N+Z8+KnxdVv507hXXTysrKVfk5XpgdfS0wGo1Yrdar9o30+/2MjIygVqtJpVK0tLSwf//+K/5eoVBgbGwMv9+PxWJBr9evEZlIbeKbJTK5FdjIOUafz8df/uVf8su//Mu3/Xm6HXCXAK4Tl6oA3qgotutBuVymWCxSLBbFTNz12rpcD242Ab5UfFxtbS3Nzc0kk0kW/z977xnf1n1m+X8BgiQA9g72Jjaxi2qUKNmWZCmRux1ZtuNxiSdt13Gc3ZSZyb7YmZ3/ZncSr+OiJLYTr+24yFYyju1MrFGclaxCUhQpir0TLCAAEgRAEIUg0f4v5PsLKVEiKdFSsqvzSh8RwO33nvs8zzlnePgihfCF3w8LC2NgYACfz8emTZswGo3IZDKys7MZHx9nZGQEh8NBcnIy6enpIps1PT2d4uJiYmJiaGpqwu/3s2bNGjweD06nE7lcjslkEupIq9VKIBAgPj5eLF+tVpOcnCzIZl5eHlarldHRUSF2yMrKIjExEaPRyODgIDqdDkCko6hUKvbs2YPD4aCzs5P+/n5iYmKEmbbb7aavrw+VSkVVVRV2ux2LxYLZbCY4OJiNGzeiVqvp6elhYmKCzMxMNBoN/f39HDt2jDVr1vDUU0/R3t6OVqslNDRUqHInJycxmUwUFhYK2xhJfSmTySguLsbpdNLT0yP2aXR0NH6/n46ODlJTUykoKKChoYHR0VH27NkjqmXS/Kjf7xckf8OGDWRnZzM1NSXa5hEREbRaWzk+dRyCoDqmmkRlIlarFafTedkouODgYDZt2oRarebcuXOcOXMGn89HRkbGqswMRUdHMzY2xsDAACqVinvuuYfs7OzLfsfj8fCrX/2K1157TbSNJePv7du3L+ta8nq9vP/++7zxxht0dXWxZs2aKzLBvtzDOywsjMrKSjZv3rysKhnA4cOHsdlsKBQKjEYj0dHRPLp7N/n//M+EPvPMwqrfSy+Jqt/c3By//OUveffdd6mrqyMmJmZJQce1NCCOj4/HarUyNjZGUlISDzzwwILrfDH4/X5effVVfvOb39DQ0IBer6eqqkoQVoVCISLUpDjN1RaZXAtcTy9DrVbLH//4R5588sm/qH3yl4obBPAqcSEBXM0s3pXC4/HgcrnExRcZGXnNlVjXYvsXi4+LjIwkJiYGlUq1YFZw/hyklGscGhpKTk6OSOSoqqrCbDZjsVgoKyvDYrEwODgojJ7z8vIYHR2ltbWVlJQUCgoKyMjIoLm5mcnJSSorK1GpVJjNZmHdMjo6Ksx556uV56+/3W5naGiItLQ0ZmdnGRoaEgKFtLQ0srOzsdlsdHd3o9VqCQQCQhQRHh7O1q1biY6OpqOjg87OTgDy8vLw+/3MzMwwPDyMzWYTClyLxcLExASzs7MUFhYSFhaG2WzGarUSGxtLTk4Oo6OjnDhxArfbzX/5L/9FzAX6fD5iY2NFq3ZkZITc3FwiIyOFmlxq7xUWFhIaGkp3dzdWq5XS0lIiIyMJCgoS7eedO3fS3NxMW1sbmzdvJi0tTaSfyGQygoKCGBsbo729ncLCQjZu3Mjs7CwjIyNYLBZG3aOcnjoNKthXuo9IT6SIrDOZTCQkJIiXngvPf5lMRn5+PoWFhXR1dVFfX4/BYCA3N3fhbNoVQKFQUF5eTn5+Pnv27BEq8cthcHCQ9957j+joaAwGA0ajEaVSSXZ2NrfccsuS1ayenh5eeOEFfvOb3xAcHIxWq8Xr9VJZWbni9V/t6o3dbqerqwuZTEZKcjL/X1ERN/3kJwS1tYnPeO6777yv32fr63a7+clPfsLrr78uZuIMBsOS++Jaqq8VCgWVlZVUV1eza9cuNBrNkt8xm828++67IqlleHiYysrKBV0CqZsgCUounCe8WpHJtYB0zK4HAezp6aG+vp6vf/3r13zZf424QQBXAfPzgFcji3el8Pv9OJ1O8SAOBAKEhYVdl0Hia7X9krjD4/HQ29vL3NycEB+Eh4czODjI5OQkiYmJgpRJApjw8HDRTrVYLIyNjVFWVobX62VwcFB4ofX39wvrlYKCAqampjhz5gyRkZEUFhZSVFRES0sLOp2OsrIy4uPjMZvNzMzMMDc3h8FgICQkRByf+XnG802jJRNfmUwmouTUajWxsbHk5+cTCATo6uqip6cHt9tNeHg4KSkpyGQyioqKKC0tpbOzk/b2dsxmM6WlpQQHBwtl8ejoKNu2bSM4OBiDwcDQ0BBer5eamho0Gs2CiLeioiKsVisNDQ309vbyta99TZDd6elpoqKiUKlUwhQ7Pj6e1NRUXC4XCoVC+Bqmp6eTnJxMf38/AwMDVFRUCJucnp4eTCYT999/P/39/Zw+fZqsz+L4pP0n2UhMTk7S1taGUqlkx44dghi29LXQPdkNYfBQ1UPcUnyLMJt2OBwYDAaRnXwp896EhAS2bNmC0Wjk9OnTtLS0kJaWRlJS0lWdmzKZjMjISJEBvRScTid1dXVi3jI4OJgdO3bw0EMPXVao4nQ6OXz4MC+88AKdnZ3odDpUKhURERFERESwZcuWJZc9MzMjjn1ISMiqE8Ds7GySk5MpS0jgP587x5pDh/5c9UtIwP3yy8z94AcLZv1OnjzJb37zG6ampnA4HHi9XjIzM9mxY8dl96ff72d6epr29naMRiPx8fGf6wylTCZDrVavaF9JlT+Hw0FMTAy33nrrgkqtlKgzf729Xi8nTpygoaEBt9tNZmammCdcichEWufPG9ezBdzW1kZHRwePPfbYNV/2XyNuEMBVwHwCeKVRbFeCxWxdpKSI62VGfS0JsCTuCAkJobe3F4vFQlpamgiQHxwcZGBgQChYLxTAyOVyUlNTcbvdaLVa8vLyiIqKor29ndzcXDQajZizCwoKIi/vvNVIY2Mjc3NzlJSUkJuby+joKH19fWRlZZGdnS3m2txuN5OTk+KG6HQ60Wg0C46LZBo9NDREUFAQoaGhwtsvIiKCsLAwCgsLCQ8Pp7Ozk66uLqanp4mLiyMpKUnMB27fvh2dTkd7ezt9fX0UFhaSkJAgVM69vb3k5eWRlJQkrFxcLhdlZWWkpKTgdrvR6/W43W4KCwvx+/20tLTQ0NDAbbfdxl133SXECWFhYURFRYn9FhQUREFBATMzM4SGhmKz2UQFtKioCJ1Ox7lz58jOzqagoAC1Wk1/fz9dXV3cfffduN1uTp48iVwuF6bQkjgkNDQUl8slyO2uXbuIjo6mvreezr5OmIXdJbvZmL2RtLQ0oYD2+Xwi3UWtVi9q3itdp5s3byY0NJQzZ85w6tQpQkNDyc3NveJ52ZUmIUjV0ZGRETQaDU8//TT33XffZX3MfD4fL7/8MocOHaKjo4OoqCiCgoKYnJwkMzOTO++8k/T09Msud3x8nBdeeIGPPvqIlpYW4Ye5mipUuUxG1qlTlPz936Pq6RH/7/nSl87P+i1Spezq6qKzs1MYm8fExPAf/+N/XLIF7HK5eOaZZ/joo4+EAXpFRcVfTCswODhY+GfGxsZy3333kZOTI/4uqZjnV/oA/vSnP4nWfnt7OykpKeIFcCUik/mt488ryQSur5VNY2Mjw8PDPPTQQ9d82X+NuEEAVwEXEsCVRLFdCRazdQkPDxdvXNczjeRaEmAJ0dHRRERE0N/fj9lsForfiIgIYbCs0WgWTQSQCFRQUBD9/f0kJSWRlZVFS0sLERERVFZW0tfXx/DwMD6fj+zsbFQqFW1tbcJipbKyEqfTyblz54iJiaGwsBCPxyMi3qanp5mbm8Pj8TAzM4NGo1lwc4yIiCAxMZGxsTHcbjcqlUpE2UVFRRESEkJ+fj5paWl0dnYKYUpUVBQajQa5XC5i0CSy1NbWRkxMDAUFBcL0emhoiDVr1ghFbm9vLzabjYKCAkEWDAYDNpuNjIwMIiMj6e7upra2lpKSEr7xjW/Q1dXF4OAggUCApKQkPB6PmJlcu3Yts7OzqFQqZmdnBTmsqKjA4XBw9uxZFAoFNTU1REZGMjw8TEtLCzU1NaSkpHDq1ClMJhM1NTUEBQXhcDjE/ggEAvT09NDT08PmzZsxqAyc7D8JFsgMzqQwuVDMQUpVQCk5RKlUkpiYuEAcML+F5vP5yM/PJycnh/b2dk6cOMHk5CRlZWVXVMVYKQGUyWTk5eWxfft2du3atSRxg/Nqx0OHDhEbG4vdbmd8fJyUlBRqamr41re+taR45OTJk/zjP/4jJ0+eJDU1Vai8i4qKVo0AygwGVH/7t4Q+++zCqt8rrzD3/e9fUuGrVquFQXh2djZPPfUU1dXVl12Wz+fjwIEDHDx4kJmZGSIiIrDZbMJ78i8F8fHxbN26lW3btpGcnHzR3xcjgJ988gkjIyOsXbtWzBdfyqdwPikMDg4mJCRE/N61SDKRtuF6EcDa2losFgv33XffNV/2XyNuEMCrhGSJIWElUWxXAp/PJx6Ml7J1uZ5m1NeCAC8GlUpFZGQkBoOBnp4ekV6Rl5eHzWZjYGAApVJ5yapKbGysiG8LCQmhvLyczs5OZmZmuOmmmxgbG6Ovrw+XyyXi0Pr6+uju7iYnJ4dNmzYhk8loampCLpdTWlqKQqEQKlwpck9q1Ws0mgVzklLyicViwW63ExoaKiqP0uyddOPv7e2lvb1deA4mJyeLuaHq6mpiYmLo6OigtbUVh8PB+vXrCQ0NZWJigr6+PkJCQqipqcHr9dLb2yvm33Jzc0Ub12q1EhUVRUpKCsPDw9TW1iKTyfj2t7/N3NwcHR0d2O12UdHU6/UYjUYKCwvx+XxCiS3tM6kt3draisFgYM+ePWg0GnQ6HY2NjWRlZbFt2zbq6uqElU1cXBwOh4PZ2VkxCzUyMkJzczNEQVNwEwQgX54P532lSUhIIDk5Gblcjs1mE7OPc3NzwlblUj5tCQkJVFZWCiXvuXPnKCgoICIiYkUPxivNQpWqN8uBXC7nzJkz6PV6QXAfeeQRvvKVr4jq0GKw2+28/fbb/OxnP8NqtYqXlPDwcDHWsBQBHBwcpL29Ha/Xu7jYKhBA8c47qB94gKD2dvHfnn37mHnvPfwVFZfdtsjISCoqKli7di179+5d9hzlwYMHmZqawuVyYTabKSgoYPfu3UvOI9tsNj755BNaWlpQq9Wfiz/kcrEYAbRYLLS2tjI+Pk5YWBi33HILqampS/5WQ0MDv/71r2lubiY1NVUo6D/PJBM43wW6XgTw2LFjeDwe7rjjjmu+7L9G3CCAq4D5cxbLiWK70mW4XC6cTidwXpGnUqkualOtdhrHSnG9CKBEwhMSErBarRiNRmJjY4mOjhZt3t7e3otUufMh2cwMDQ0xMzNDdXU1AwMD6HQ6du7cKYiP1GpOSEhgeHiYrq4u0tLSqKioEAphh8NBSUkJ4eHhzMzMYDabsdlsBAIB8ZDSaDQL9tN802iz2SyEFT6fj4SEBOB8tbO4uBi73U5LSwudnZ3CCkd60Ekxc1JmsdFoZOPGjcTExGA0Gunr62N6epodO3YQFhZGb28vWq2W1NRUioqKUCgUOJ1OJicn8fv9Iomkvr4enU7HV7/6VXJzc2lubmZiYkLY8UgK6qysLGHJIiW2GI1G8vLyRFu9paWFm266iaKiIkwmE42NjQDs27eP1tZW2trayMzMFG1ut9tNIBAgIiKCiYkJOlo6MLvNkAt3Fd1F2GwYw8PDuN1u4uPjhU+klB08NTWFzWZb4K23WAstKipKmGmfPHmSU6dOCTub+a1j6fuLPRivlACuBMHBwWRmZjIzM0NaWhpf/epXufnmm5esvP/617/mgw8+YHBwELlcjlqtxu12s3HjRvbv3y/8Qxe7dwQCAU6cOMGLL75IbW0tLS0tpKenL5iZlBkMqJ54gtCf/vTPVb/ExPNVv+99b9m+fmq1mpSUlGXHeVksFurq6ggPD8flchEREcH3vvc9MjMzL/s9v9/Pf//v/50PPviAnp4eBgcHWbdu3RUpqK8WlzKyzszMJCYmhuTkZHbs2MHGjRuXPK90Oh0/+9nPGBsbY2RkhLGxMWpqagTpk4RWn4fIxOPxXDTHeK3w7//+7yiVSnbv3n3Nl/3XiBsEcBUwvwIoGTGvVrZuIBBgbm5ODEPPt3W51O9fzzSSz7sCeiGkOcj5xDgvL4+ZmRkRHyfNywUFBYkYtktZhUhpEwaDAZPJxNatWzGZTHR2drJx40YSEhJobW0VPoQajQaTyURXVxdKpZLKykrRQh4fHxckMBAIYLPZRFSb1WplamqKlJSUBQ+b+abRJpMJj8eDxWJhdnZWRN5Js3Jw3pC2ubmZoKAgkpOTxf7IzMxk8+bNjI+P093dLSqVhYWFmEwm+vr6MBgMbNy4kZycHAYGBmhvbyc2NpaKzyo0Pp8Ps9nM9PQ0RUVF+P1+mpubaW1t5fbbb2f37t20tbUxOjoqqlBms5mhoSGheo6Ojkaj0aDVatFqtSQlJVFQUIBer6e2tpa8vDx27tyJ0+mksbERg8HAww8/zNjYGGfPniU8PFwMvXs8HmZnZ4mMjGR8ahzzgBmm4a4v3sXNxTdjs9nQarVYrVYiIyOFnYoUH+d0OjGZTJfNA5ZSSY4ePYrZbBZtaplMRllZ2bIejNfKjiQ2NpZNmzZRXV29rLSRQCDAu+++S0hICCEhIej1etLT09m/fz9PP/00sbGxl0yiCAQC/P73v+fZZ5+lvb2dtLQ0HA4H0dHR5yt0V1n1u1pIWd1Go5Hs7GyefPJJNm/evOT3PvroI15++WUR3efxeKioqLhqIdCVYP4M4Px7k1wuJzs7m7KyMtLT05d1To2MjHD06FGysrKQy+XMzMxw8803X/KZMP9lSEokUavVVyQyWUzIcq3w+9//noSEBG666aZrvuy/RtwggKuAxQig9CZ9NZDm/CRRR0RExLIeKtczjeTzqoAuBokYS2IBiXgGBwcvGh8nCS7mp4ksVumQbFrMZjMjIyNs2LABn89Hc3MzmZmZlJWV0dXVJdrKOTk52O12enp6mJmZoaSkhJKSErq7u+nv72ft2rVERkYil8sFCZFa+VISyIX2I5JptNlsxul0iqqhVIkKCwtj3bp1JCYm0tDQQENDA3a7ndTUVJKSklCr1cTFxbFhwwYcDgd9fX10dnYSEhLCli1bRNTa8PAwa9asoaqqCr1eT3NzMwqFQrS0/X6/IK5ZWVlCjNLQ0EBZWRkPP/wwIyMj9Pf3Mzc3R2ZmJna7ncHBQdRqNaGhoSiVSpF80tPTQ2hoqJgLrKurQy6Xs2/fPhQKBY2NjXR2dvKlL30Jn89HU1MTAFlZWWLUweVy4Qg4MDqNYALHiINbNt9CaWkpbrebkZERJiYmRBZ0cnIyNpsNl8uF2+0WKSCXOkf/7d/+jdOnT1NYWIjL5UKpVNLW1sbAwADV1dXiBWyxB6PX66WtrY0jR46g1WpJS0v7i8kklclk6PV6YcuSmZnJN77xDfbt2ycI8WIE0OVy8atf/YoXX3xRiGykGdStW7eSHxZ2vur33HOLVv38SiUnTpzg008/xWq1kp6evuqG9DKZjIKCAsrLy/nCF75w2SxfCYFAgNdee43x8XE8Ho8Q0Nx3331Lzg1OT0/zzjvv8OGHH2Kz2a5KNDR/fa4kym4xqFQq+vr6hENCTU0NVVVVy6ocvvjii3z44Yfo9XpKSkoIDQ1dschEqjBeawHOb3/7W3JycpacGb2B87hBAFcB89tCUhLH1VQAL7R1kVSsy/09t9t93dJI5hPgz3MZUrxdUFAQERERBAcHXyR+mR8fNzk5SVJSElFRUaJ1q9PpiI+PX7RtFhQUREpKCjMzM/T391NUVERcXByNjY2o1WpqamrQ6XR0dXXh8/moqKjAbrczMDCAxWIhJyeHjRs3otPpaG1tJScnh4SEBHHTnJycZHZ2FqfTyejoKAkJCRfNU0mm0dPT04KEOZ1OYmJiUCqVKBQKMjMzWbNmjYhzczgc5OTkiN9Sq9WsX78euVyOVqulp6eHqakptm7dSlBQED09PfT19REbG8tNN92E3W6nsbERlyEIzhEAACAASURBVMvFli1b8Pv9wkplbGyM2NhY0tPT6e/vFy23b3zjG/h8Prq7uzGbzWRmZuLz+YTdjCTi2Lx5MxMTE3R1dYmUi9DQUJqamhgdHeWBBx4gLS2N5uZmTp8+zfbt20lMTKS1tZWpqSnS09NRKpWEhYUxah5F79BDKATbg+lo7iA+Pp5t27Yhl8sxGAwiizg5OZmMjIzzxPGzWczx8XGUSuWiqTGS2joiIgK32829994rRCr19fXk5+eTkJBwkfrSbDZz7NgxXn/9dfr6+ujo6MBqtVJSUrLsQXuPx8Pw8LAg+auNgoIC4W25f/9+NmzYsIBsLDbAf+TIEX77298yMTEh2qshISHcfdddPDg3R8SXv0xQR8eff2P//vNVv/Jy/H4/b7/9Nr/85S8ZGhoSVeasz9JkVhPS6Mly28bSzK7NZhPn1de+9jVRAb8cDhw4wKFDh5iammJgYICUlJRliXeWWv8rTTK5EKGhoZSUlJCRkUF1dTW33nrrskaC3n77bc6cOUNERASdnZ2kpKSQkZEh/r4ckYnkjXs9kkzeeecdysrKWLdu3ee2jP+bcIMArgIWI4ChoaErvogvtHVRq9WEhYWtuJR+PePopLfB1WqBz8f8/SN5Hc6Pt1tM/DJ/rm9sbIyEhAQhnDAajUJIsdjDViaTCZVtb28viYmJFBQUCIK0a9cubDYbHR0d2Gw2ysvL8Xq9DA0NMTExQWxsLDU1NdjtdpqamoiPjycrK0u0SCRCJ5lAS+s1H1I1UppjMxgMIgNYUhUnJSVx66230t3dTX19PYODg2RlZZGQkCB85crKyoiKimJ0dJTBwUFGR0cpLy8nJSWF/v5+uru7kcvl3HTTTYSEhAi/so0bNxISEkJYWBg+n4/R0VHkcjlFRUUYjUYaGhqwWCw8/vjjZGVlCT+6hIQE1Go1Y2NjOBwOVCoVTqeTbdu24fV66e7uZmxsjNzcXFJTU+ns7KSpqYndu3dTXV1Ne3s7p06dIj09nerqajo7O9Hr9X8WeMht9Jv7wQt5aXn4nX4aGhrEcYmMjMRisTAyMoLNZiMmJoacnBzRipeqWIvFxyUkJKDT6YSQYN++fWzZsoXo6GhOnz7N0aNHCQ8PF7ZAcD6C6vnnn+fjjz+mq6uLvLw8IiIicDqd7Nq1a1mt49nZWV555RUOHTpEbW0t0dHRV00qLkRwcDBr1qxh7dq1i8bmLUYAGxoaxIyoFD34D48+ymNHjqA+cADZ7CwA/qQkZn71Kzz/+T/DZ6T/nXfe4dVXX2VwcJDw8HDkcjlJSUmUl5ev6nbB+RdDyT9yuUhPTxcxifv372fv3r1L3rd6e3t55plnREzd7Ows69atW3A+XArS+bdYi3S1RwdUKhWZmZmkpaUt+xly/PhxTCYTGo0Gs9lMWVnZAquaxSCRQokIejweQQyvdZLJ66+/ztatWykpKVmV3/u/HTcI4CpgPgEMBALMzs6uiABeaOsSGhoqbF2u5MK4nmkkq9kCn4/57V6lUklERMRFc5CXUj9L8XEGg0HEx0VFRZGamsrU1JRQxkZHRy+67NjYWMLCwujv7yc4OJjNmzfT2trK2NgYW7ZsQaVS0dPTw8jICEVFRSiVSoaGhhgfHxe2JwqFgqamJhQKBSUlJTgcDkJDQ3E4HCJPeHh4WMSnzYdkGi1VmbRaLTabjfj4eEFeIyMj2bVrF3q9nvr6epqbm0lJSSE1NRW5XI5cLic/P188xCUimJSURGlpKcPDw3R0dDAzM8OmTZvIzMzk7NmzdHR0UFFRQWpqKoFAQMyOSbYvbrebs2fP0t3dzZ133klNTQ39/f0MDQ2hVCqJjY3FZDJhNptRKBQ4HA7WrVtHbGwsvb299Pf3ExcXR0lJCTqdjpMnT7JmzRruv/9+hoaGqK2tBeD2229nYGCA4eFhkpKS0Nv0DLgHIAg0Cg3Zydkip7m/v5+amhpycnJwOByMjIwwOTlJaGgoeXl5qFQqrFYrc3NzWK1WHA7HgpnQ8PBwNm/eTHV1NTt27CA8PFz4QBYWFtLW1saxY8cYHx+noqIChULBqVOnOHHiBPn5+Wi1WiYmJggLC2PLli2sX79+UdWx1D6bm5vj6NGj/OQnP+HIkSOkpaUJr8ZbbrllWdeR1+vlyJEj/OEPf2B8fJysrKwrEoEtpuCUjMjtdjt5a9bwo8JCbvpf/4ugz9Jn4LOq37vvEvhMsevz+XjzzTd5/vnnmZ6eJjg4mImJCeLj4/niF7+4pDhjdnaW9957j7feeovBwUHWrFmzZCtdmklbyX0vOjqampoadu3aRWFh4bL2dUNDA2fOnEEmkzE1NUVkZCSPP/74kupht9vNa6+9xsGDB4Xyff4951ommVwKKpWK7u5ujEYj+fn53HnnnSsSxMxvY0vn+7VMMnn55Zf54he/uCwyfgM3COCqQCp7S/9eiRHzYu3MC21dVorrkUYiYTVa4POx3P2zlPp5sfi42NjYBWkiPp+P+Pj4RddbSnYYGhrC4XCwfft2YWZcWVlJbm6umLlJS0tDo9EwPDwsoteqqqpITk6msbERu91OVVUVTqcThUKBz+djampKmDbb7XYKCgoueoGIjo4WRstDQ0P4fD7S09PFcVYoFNx88834/X5qa2upq6sjOjqa7Oxs0aKRrGQmJibQ6/UMDQ0RHBzM+vXrmZqaoq2tjcnJSQoKCtiwYQMtLS00NzdTUlJCVlYWLpeLqKgoTCYTJpNJPJi7urpoamqiqqqK++67D6PRyMDAAHNzc2g0GhwOBxMTE3i9XmZnZ8nNzSU/P5+hoSGx79etWyfUtzKZjL/9279lampKVCPvuusuJiYmGBgYwKv0MmAegBCoWlOF0qMkKCiIyMhIurq6OHPmDHl5eWzYsAGv1ysi1ubm5sjNzV0gDnE4HFgslgXxcUFBQRdV3yWBzoYNGzAajZw8eZJz585RWFgoiLCEtWvXioqSNIu7mOp4YmKCDz74gDfffBOn04lOp8PhcBAWFibIyVKVksnJSUEspGMYGRnJmjVrlnWNzcdiFUCNRkN+fj4V8fF8/dgxMt5775JVPwnt7e28/fbbwhRdoVCQlpbGo48+yp49ey57b/D5fLz00ku89dZboqIeEhJCcXHxZdddIhErffFdaQVqamqKnp4egoODUavV3HfffctSnX788cf84he/wG63C4HXpk2bxN//EgigRqOhsrKSqqoq9uzZc8mX4kvhUm3sC8/9y70QSa3jlZLCQCDAgQMHuP/++xe0rW/g0rhBAFcB8yuAsDwj5vnZtHBpW5crwfUwY5bg8/lWhQAu1e5dDEupny+Mj/N6vSQkJAiTYMkeZX5k23yoVCo0Gg16vZ7x8XFuvvlmDAaDIAHFxcUYDAa6urpQqVTk5+ej1+sxGAzMzc2RlZVFaWkpbW1tjI2NsWHDBpFaERQUJFqTOp2OiYkJCgsLCQ4OXnCuhIeHCzVwb28vZrMZjUYjZi5lMhlVVVWkpKRQW1vL8ePHAcRvAaLiNj09jV6vR6fTMTMzQ1VVFT6fj87OTkZHR0lMTKSmpgatVktTUxMJCQnie/Hx8UxPTzM8PExqaiqJiYkMDAxQX19PfHw8jz32GD6fT5hzS+ss5QXPzc2RlJREVVUVJpOJ3t5eTCYTxcXFRERE0NDQwOjoKPv37ycxMZGmpiba29vZuXMnfr+ftq42xr3jAGRGZLK1bKsQeWg0GkZHR6mrqxOxalL1VCJYaWlpZGRkYLVacbvduFwu0bZfqtIUHh5OVVUVcrmc+vp6amtrKS4uJiUlBbPZTGVlJV/96ldZt27dZcmI2Wzm+eef5+jRo/T19ZGYmEh4eDh2u53i4mL2799PQkLCZSslWq2W5557jj/+8Y/iWAQCAeFpuBQkeymJdCxq4hsIkPjxx+R997so+/rEf3sefJCZgwdF1W8+dDoddXV1ZGZmMjU1hVqt5oc//CG33377Za/hQCDAwYMHef3119HpdPj9fpGgsX79+stui3TvmZqa+lw7IMnJyURGRqJSqdixYwdf+tKXlhTczc3N8eyzz9LW1sbs7CzT09Pk5OQsUKteyj7I7/czNDSExWIhKipq1QU0F0LyUL2S54fUxl7OHONKk0wWUx5f+Ix59tlnefzxx5eVzXwDNwjgqmAxAnipSpRk62K325dt67JSXC8vPri6GUgJHo8Hu91+2XbvYliO/c38+Li+vj5sNhtJSUnExcURFRXF4OAgRqPxkgrhkJAQ8aAfHh6mqqoKr9fLuXPniIuLE5W9zs5OYYA8OTnJ2NgYs7OzIqO1v7+fnp4eKisrRW6vUqnE5XKJdA2dTkdaWppoqyiVStRqNYFAQKgOu7q6GBsbIzk5ecEco5T4cfr0aY4fPy7meaRzIjw8nOLiYuRyOaOjoxgMBqxWK0VFRSJVpb+/n9DQULZt24bH4+HUqVMEAgGqq6uZnp4mNjYWr9fLwMCAqDjp9XrOnDmDy+Xi4YcfJjk5mYGBAcbGxkSOsMViYXJykpmZGWJiYqiqqsLj8YjZxKSkJHJzc2lvb6e5uZm9e/eybt062traaGpqorS0lOngaXp6ekABeUl5yJ1yCgoKUCgUQvDjdDo5ffo0er2enTt3kpSUxPT0NKOjo+JhWlhYiN1uF7OY4+PjhIeHL5oac+F5UFJSgkajoaWlhdraWrKysnjqqafYtGmTsFq53Dnb09PD4cOHWbt2LRMTExgMBtH+fuqpp8jMzLxkpcTj8fDRRx/x05/+lNraWtLS0rDb7RiNRrKyspaVKGIymfjZz37G7373O4aHhykqKgJYQABlY2OoHnuM0Bde+HPVT6M5X/X7zncWVP3mIzo6mrGxMcbGxsjMzOSpp55aVjv7T3/6E8888wzj4+MEBwcL78YHH3yQlJSUy353enqaV199lX/913/lzJkzZGRkLDrneLWQxjQ2b97M2rVrl+W2MDU1xR//+Edx7Hw+Hw899BAFBQXiM/NnGOdbCh06dIg33niDkydPYrfbKSkp+YuJt7sQV+uBeSVJJocOHeLIkSPMzc3xwQcf8OSTT664cjkfZ86c4Uc/+hHf+973+MEPfsBLL71EfX09FRUVF51PXV1d/M3f/A3f/OY3eeaZZ+jo6GDbtm3XxUfySnCDAK4CJNWThEsRQK/Xe0W2LivF9SSAVzIDKWG++jkoKIjw8PAVtcNXYn8THR1NdHQ0Wq0Wg8FAYmIi0dHRJCYmMjo6yujoKHFxcYvuQ8mw2el00t3dzZo1a0hPT+f06dP4/X6qq6uRy+X09/ej1+spLy/H5XKh0+nEAPRNN93E5OQk586dY82aNcTFxWGz2QgODhaf0Wq19Pf3k5ycvMAGxe12o1QqycrKQq1W09XVRV9fn6hMSEhMTGTHjh20trZy4sQJQTglyxmlUklBQQHh4eHodDqMRqNQ8UpVtO7ubjweD7fccguRkZGcOnVKVD8lRahkOeH3+ykpKcFms3Hu3DlGRka444472LBhA1qtlpGRERQKhTDrNZlMWCwWoqOjKS0tRalUMjY2xtDQEHK5nMrKSoaHh6mrqxP2HsPDwzQ0NOAL9jEQOgCToAnTUJxVLGxXpHnP8PBwQkJCaGtr49y5c5SXl1NaWsrs7Cx6vR6TyYRMJqO0tBSfz4fdbmd2dhaTyURQUNCSM11yuZysrCyKiorQarXU1dUxODhITk4OarV6yWvb5/Nx9uxZDAYDSqWSiooKvvGNb7B79+4F1ZcLKyVWq5W3336bt956C7lcjtVqxWazkZCQQFFREV/5yldYt27dZVvH3d3d/PjHP6a2tlbMY8bHx5Oenn5eoCCXo3jzzfO+fl1d4nueBx88P+tXWnrZfRMcHExlZSWlpaXs3LmT0iU+DzAzM8NLL72E1WplZmZGVM2/+c1vcvPNN1/2u36/n5///Oe8++67BAUFMT09Lczc/xIQEhJCf38/U1NTqFQqNm3axGOPPbagSun3+y8igHq9nn/6p39idHRUWNVs2LBhUfX6XwI+DxP0+SKTxZJM3n77bX7xi1/w61//GpfLxR/+8AcaGxsZGxsDzsfvrWQe9tvf/jZ//OMfueOOO3jssccoKCjg0KFDvPDCC9x1113Cc1On07F582bcbjc//OEPWb9+Pa+//joffvghTzzxxHXxQVwpbhDAVcB8Aig9oOdXoiRi43K5rsjWZaW41mbM87HSGUjpO/PVz1K7d6UX0Ertb8LCwkhMTESn0zE8PCyqgKmpqYyPj6PVaomIiLhkhrBGo8Hj8dDT00NaWholJSU0NjYyOTlJdXX1ebuS0VH6+/vJy8tDLpczNjbG3NycSF+A82bOSUlJZGdnMzk5KXwlA4EAJpOJkZERsV7S+SW1SzQaDUlJSfT09NDa2nqRnUxYWBi33norY2NjnDx5kvr6etauXStuYsHBwWImbnx8HIPBwOTkJPHx8WRmZmIwGISXYnFxMXl5eTQ2NtLf38/WrVtFi05qAdtsNsrKyvD5fHR0dNDe3s6mTZu47bbbGB8fZ2hoCI/HI0io1JaVqnHx8fGiumqxWCgpKcHr9XLy5EnCwsL40pe+hNPppL6xngnrBKRB0lwSSr+S7OxstFotCoWCiooKBgYG8Hg8IhWlvr6emJgYtm/fDpyvgOn1emZmZigqKkKlUjE1NSWSWObm5i45Ezof8fHxVFZWYrPZaGxspKWlhejoaLKysi773cjISFHVKisr44knnljST87j8fDiiy9y/PhxhoaG8Pv9pKSk4Pf7ue222/jWt75FXl7eJYfs/X4/dXV1PPfcc7S1tTE+Pi6uteLiYrKysgg2Ggl74glCX3zxz1W/5GRR9Zv4LFtapVJd9lpTKBRCqLQc+P1+Pv30U2QymfDz/NrXvsa999675DE4fPgwr7zyChMTEzidTpHvvGXLliWX63K56OjoYGpqitjY2M/lviwp56XW/L59+y6yfZIqgPPJ/6effsr7778vcq1DQkK49957l7QICgQCwvtTJpMt2xrnarFYFXO1cWGSye7du3n66af5whe+wIcffsjevXtpbW3ljTfe4KWXXuJ//s//yd69e5esIEtIT0/nxz/+MXv37qWyspLt27dz9913c+DAASwWC/feey8Af/d3f0dTUxNnzpxh165dbNu2jfXr1/PjH/+Y9PR0qqqqPpftX03cIICrhPkVQKkSpVAoVsXWZaW4lmbMF2J+BXA52zm/3Xu16ucrsb+RMngnJycZGBgQw/epqalMT0/T19eHQqG4ZDUoKioKhUKBTqcjKCiILVu20NrailarZePGjcTHx4vkjYSEBKKiooSfmsvlIj8/n8TERBobG4VSd2JiAr/fL0YDzGazMO9NT08Xb9jSW21MTAy5ubkMDg4KD6/5MzDBwcFs27aNQCBAbW0tx44dIzU1VaiN5XI5GRkZpKSkMDU1hU6nw2QyERkZSV5eHiaTSQhaNBoNmzZtorOzk5aWFlFRnJubIz09neHhYcbGxsjPzyciIkKsU0pKCg899BCzs7NotVqmp6dRqVSoVCpsNhv9/f2o1WpycnJITU3F4XCI+cSMjAySk5Opr69ncnKSe++9F61Ty7n2c2CD9evWo/aoGR8fZ+3atRgMBmE6bDQacbvdFBQUiLgwm83Gnj17iIiIENtrtVrFcqTsYJvNJkYEljqX1Wo169atIygoiNbWVs6ePcvc3Bx5eXmXrT5oNBo2bNhAeXn5stpGNpuNDz74gMTERBQKBQaDgczMTL7+9a/z+OOPi/PxUq3jDz/8kJdeeonm5mbi4+Px+/1YLBY2btzIXXfeSfRvf0vUo48S1N0tlul56KHzs36lpbS0tPDiiy/yySef0NvbS0lJyardZxQKBZGRkWi1WsLDw9m3bx/79u1bspPQ39/Pj3/8Y/r7+5HL5Xg8HuLi4vjWt74lIhQvBZfLxYsvvsj7779PQ0MDwLJMpK8EKpWKvLw8UXW/EIvZ2HR1ddHd3Y1CoRCikXvuuWfJZZ05c4YDBw5w/PhxOjs7yc3NXTy3eZWxWBXzWkCqBh44cIBTp07x9a9/ne9///vceeedogq93OfCYkblsbGxvP/++5jNZr72ta8B8JWvfIU9e/bwla98RXwuJyeHd955B51OxyOPPLJ6G/g54QYBXAVc2AKenZ0VVa3VIDYrxbUwY74cliOCWazde7XCkSu1v5Faug6HQ8THxcfHk5KSgs/nE276kq/efHi9XpRKJampqWi1Wux2O7fccgv9/f10dHRQWlpKeno6drsdrVaLXC4nMTERi8Uitl8yVz537pxQGEtzaSEhIYSGhuJ0Omlvb2dmZkZ4Gc4nFmq1msLCQsbHx6mvrxdJD/O3cd26dSQkJFBXV8fRo0eFJY30Rq3RaMjMzMTtdov5reDgYAoLC3E6nYyMjKDX61Gr1dx0002MjY1x5swZ0tPTSU9PF4kI4+PjDA4OChsavV5PU1MTPp+PL3/5y8THxzM4OMjk5CRyuVwYLvf19eH1esnNzSUtLQ2v1ysqhAqFguLiYtrb2+nt7SWpPIlPrZ+CDUJtoawrOt/yHBgYICkpiaamJmGaLSlDpXg6yd6murqaNWvW4HQ60ev1TE5OEhERQXZ2Nh9//DGnT5/GaDSKY7bUeSWtY2xsLAMDA5w7dw6dTkdmZuaqteyk2dXu7m6CgoIoKyvju9/9Llu2bFlUGS+1jp1OJ2+++SavvPKKMPc2mUwkJyezc+dOvnXXXWR+//uEv/IKss9cBPzJycy8+iqep58GlYra2lr+63/9r/T29pKbm8vQ0BApKSkX2RZdDdLS0ti6dSvbt28XQpulcPToUZqampDL5cLS5zvf+Q7btm1b8rsHDx7klVdeES9VZrOZm2+++brkqHu9XmG1JCEoKIihoSFkMhm5ubk8+uijy6pk/fznP+fo0aN4PB7Gx8fJzc393IjtfCxWxbxWMBqN/OY3v+G73/2uSLNJTU0VXqZXg0AgwH/7b/+N7OxsEVX5z//8zzz66KMXVZlPnz7NiRMn+P73v39Vy7wWuEEAVwHzCaDP58PtduP3+1eN2KwUq51HvFIsJYJZjXbvYpidnb1i9Z9MJiM5Ofmi+LiEhASUSiX9/f1YrdaLFMJSiy02NhaNRsPY2BhGo5FbbrkFi8VCY2Mj6enp5OXlMTc3h16vx263i4QPu92O1WoVBE0iXps2bcLtdjM9PY1cLkepVAo/NoPBQGpqKvHx8Qu2ITg4mKKiIlwuF3V1ded92/LyFlgoFBQUUFBQQFNTE8eOHWNiYoLNmzeL/R8TE0N2djYymQyj0cjIyAhzc3NUV1fjdrtFgkogEKCmpgaPx8Pp06dRKpWsXbsWs9lMbm4uLpeL3t5eUdWbnp6mubkZo9HIHXfcQXl5OVqtFqPRiNfrFQRJIoZr1qwhIyOD2dlZkdxhtVopLy/HaDRyrvkcQ2FDkAjF4cW4xl2Eh4cTFRVFV1eXOAclUrd//36GhoZQKBTExcXR3d1NQ0MDaWlpbNmyRTwoz507xyeffEJXV5fIFpaU2FFRUUtW6WQyGWFhYczNzWGxWOjr66Ovr4+IiAjS0tJWfF5eCKmVKCm59+/fv2SrGeD999/n8OHDTExMYLFY0Gg0REdH89CDD/KUWk3KN7+JYp7C13X//Vhee425wkJ8Ph9HjhzhxRdfZHx8HIvFgsPhICoqis2bNy9puSH5M3Z1dRESErIkGQ4JCVnRiMzIyAjd3d1ER0cjl8u58847efzxx5f8fl9fH//yL/+CwWDA5XJhtVpZu3YtO3fuXJJ4Tk9Pc+LECfr6+oiJiVmVof/FfAzj4uIoKiqioKCAPXv2LGuWcnZ2ll/84hfo9Xox21pTU7OkjQ7A6OgoR48eFbndKyVyV+LFuFoYHh7m8OHDPPXUU6v+3Hvrrbd44403+OEPf0hFRQW9vb288sorPPLII+ezsOehvr6eP/3pT/zDP/zDX/wc4A0CuErwer0LbF0kT7LrcQKsthffSiFVAC8kgJLZtaQSXu2q6Gr4Hy4WHxcbG0tMTMwCwYg03zm/2jq/nTw8PMzmzZuRy+WcPn2a8PBwUW0zmUwiS9XpdIo3f0mQYLVa6enpERUQi8UiRgiUSqUwRJaSQy4Mjs/Pz0ehUFBbW4tOp6OwsHDBeShZavT09HDixAna2tqorq4WFePw8HCys7MJCQkR2zI9Pc3GjRsJDQ1Fq9UKO5Xy8nJiYmJobm7G5XJRXl6OxWIhNTUVpVJJ52dmwQUFBWIusLu7m+rqavbs2YNer2dsbIyZmRkRx6XX6xkcHCQ7O5v09HQhZrBYLOh0OnJycjDNmBhoGwA17K7ZTVF8ESMjI3i9XtLS0oTnX2xsrBCD3H777YyNjYnMZIPBQH19PW63my984QscP36cw4cP09TUhMlkoqamhsnJSWJjY0lKSrpsfJwEk8nECy+8QF1dHV6vl7i4OCYnJ+np6cHpdJKXl7cseyjJvHsxKJXKy7YSF8PRo0cxmUzk5uai0+lITk7mu/ffz4Pvv0/Yyy+Lqp8vORn7yy/j+853kH9Gaj7++GN++ctf0tHRIeb+5ubmuO2227jtttuWFF198MEHvPbaazQ1NdHZ2SmysVcLycnJzMzM4HA42Lp1K0888cSS88+SLUt9fb2wG4mKiuI//af/tCRR93q9PP/883zwwQe0trYyOjrKhg0brjp7XUrHuPB3oqOjyczMXLaieXZ2lrq6Onw+HwqFgujoaB555BEx93spWCwWnn/+eU6cOEFra6sYDVjJ/flKvRhXA319fZw8eZJvfvObq/q73d3d3HPPPaxfv57nnnsOmUzGwMAAr732Gg8++CBr165d8PkTJ05w/Phxvvvd716XSuhKcIMArgK8Xi9Wq1XM3UkXzPUKgV8tL74rwWKGzJ9Hu3cxrJYB9mLxcdHRYGAaLgAAIABJREFU0SQlJTE6OioEI0ql8qLkEylD2OFw0N/fT2FhoZhfm5ubE95skuJWquJJVi9Op5Pc3FwAWltbyc/PJyYmBrPZjNvtJjQ0FLVaLUQqHo+H9PT0ix4akgVGQ0MD3d3dFBQULNgvsbGxrF+/nsnJSWprazl16hSVlZViTkhSGQcHBzM9PS2qgSUlJaSnpzM4OIher8dqtZKVlUVOTg6dnZ0YjUbKyspwOp1ERUWRlJREZ2cn09PT5Ofno1KpGBgYoKWlhYyMDB544AHsdjsjIyPY7XbkcrnY3u7ubmJiYigqKkIul4sXm5GREbzBXoZ8Q2AEjVrDXTfdRVhYGFarFavVKsyvs7Oz+cIXviBMuvfu3UsgEGB0dBSNRoPX66WxsZGOjg7GxsYICwsTWcJms5m0tDT27NlDcHAws7OzTE5O4vf7L6q+ut1u3nrrLQ4cOMCZM2coLS3F7/cTHR3N9u3bGR4epqenh7GxMdLS0oQIZj48Hg8HDx7k17/+NY2NjWRkZCypRF4uvF6viCwsKS7mX/Ly2PijHxHU0/Pn5T/8MJO/+hXy8nJx7f7ud7/j+eefx2KxiFQXaZ7z0UcfFeu9WN5rIBDgk08+4X/8j/8hiPvk5CRZWVmr2jYOCQmhsrJSDOEvJ0NZr9fzhz/8AZlMJkZHHn/8ce6+++4l70t1dXU8++yz2Gw2QkJChNH71R4r6UXwaolkSEgIXq8Xk8lEVFQUu3btYvfu3UsWIwYHBzl8+LCYWzWbzWzfvn1FZO5SJPZaoK2tjba2Nh5//PFV+02j0cjOnTsJDQ3lyJEj4ro1mUy88sor3HnnnRdVAD/++GNqa2v5x3/8xxsVwP8XIBmoSpUG6S3oehHA1fDiuxpIKmiFQsHs7Cx2u33V272LYTUNsKX4OCktIyoqSohD5gtG1Gr1RWRbLpeTnJyM3+8XGcLFxcWcOXOGkZERSktLiYmJweVyMTU1JaxfpLEBqdUcGRlJe3u7UAibzWbsdjtwvirgdDrRarWYTCZSU1MvqgYlJiaSlZXF2bNnaW5uJisrawHxiIiIoLKyEr/fz+nTpzl27BgpKSlkZWUBf05PCQ4OxufzMTExQW9vr5irGRoaYmRkRFi5lJSUMDIyglarFVFMISEh5Obm0tvbKzzqYmNj0ev1nD17FrlczsMPP0xkZKSwyZAqZzMzM0L8UlpaikqlYnZ2FoVCwbBuGNO0CWIg0hmJzCWjuLiYmJgYsa4xMTGCvN58882YzWYaGxtZt24d+fn5dHd3o1KpRNt4aGiIQCCARqMhKCiItWvXUlpaSmlpKRkZGdhsNmZnZ5mamhKzZjKZjLa2Nt59912OHDmCQqFAq9UKc+WCggKeeOIJwsLCMBgM9PX1MTQ0hEqlIjU1VRwLrVbLG2+8we9+9zsiIyPR6XTYbLZlqVjhPHk4duwYp06dwul0kpaWtoDIpKenk5uby7q4OP72yBGSDh7886xfSgoz//t/43nqKebmZbq2trby5ptv4nK5GB8fJyQkhMzMTL785S/zyCOPiPvLYnmvHo+HTz75hOeee47p6WkcDgfj4+MkJyezY8eOJY16Z2Zm+Pd//3dOnjzJ3NycUMAvtQ+k2a+lIJPJaGpqEvfJtWvX8r3vfW/Je7bf7+dHP/oRHR0dzM7OYrFYSEtL45577lnyuw6Hg48++ojjx4/j9Xov2qbVIoBwvuJeXFxMdXX1sgUQMpmM5uZmkXZUVFTE9u3bV1wBvF4E8OzZswwODvLlL395VX7PZrNx6623YjKZ+D//5/+I+yKcf2F/9tlnqa6uvugafeONN9Dr9fzd3/3dqqzH54kbBHAVIA1bS2TretqwwNV58a0G3G63sCv5vNq9i2G1/Q+lBAKr1SryguPi4hYIRoBLVjTj4+NRKpUidaS8vJze3l5GR0eFQthutzM1NSXanJJFysTEBNHR0SQkJIjYqdLSUsxmMxaLRcTiBQIBDAYDQ0NDREZGkpSUtGAdoqKiKCoqorOzk8bGRhISEhZUr1QqFSUlJURGRtLU1MTx48cF4ZKqOAkJCaSkpCyYawsKCuL2228X7drJyUmCgoIoLy9nevq8SbNGo0GtVuPxeCgpKWFoaEhk+UozkC0tLUxOTnLXXXdRWloq0k3cbjfR0dEEAgGGhoawWq2C4NntdhwBB6OmUXBCfnY+oXOhjIyMkJGRIWaXJicnCQkJweVyMTAwwKZNmwgNDaW+vp7w8HD27t1Ld3c3breb9PR0rFarIDrf/va32bJlC36/n4mJCQDy8vKEj6fdbhf74tVXX+X06dOMjo5SXl7OzMyMyIB+4IEHiIiIICsri4yMDCYmJhgeHhZ5zjk5OfT09HDgwAHq6urQarXixSIsLGxBUsSl4HK5OHjwIAcPHmRwcJC2tjYhwJEgA1L+7d/I+/73CR0YEP8/9zd/c17hW1wsqtASARweHqa2tpaCggJsNhuhoaE8/fTT3HPPPcKYfbFor6CgIOrq6vjFL34hYv7UajVqtZqHH35YkIpL3QsCgQC//OUveffdd9HpdHR2dpKTk7NkC9Pj8SybAIaGhpKRkSGU2o899tiyxBWnTp3ijTfewOVyEQgECA8P54knnliW5ccbb7zBwYMH0el09PT0kJubu0ClLK3/apAnmUxGbGws8fHxy37hDgsLIzs7m9DQUEpKSrjvvvuWVU2dj9XchpWivr4ek8nEvn37rvq33G43e/fupbOzk8OHD1NRUbHg75GRkfzsZz8jJCTkouX9/d//PQUFBTdUwP8vQfJuA4Tv1vVS4V6JF99qwe/343a78fl8QuF5rVrRn4cB9qXi45KTk4HzaQ4Oh4PU1NSL9nUgEEClUhEcHIxWq8Xn83HrrbcyMjJCa2srBQUFglhNTU2J9okkQDGbzQQFBaHRaNDpdDidTjZu3Mjk5CTT09PC9FqpVDI9Pc3g4CBut5usrKwFxF+lUlFcXMzQ0JAQbKSkpIhjEhISQn5+PklJSXR0dHDq1CmMRiMbNmwQ1W3JHFrKzpUSU+699168Xi/9/f0i8k6aQezr6yM8PFxUKysqKkSWb3h4OGlpafj9fjo7O+nv72fLli3s2bNH/LbD4UCtVqNSqTAYDIyMjJCZmUlWVhYD+gG0di0EINQVSk5yDnK5XKSSpKSkEBERIarPs7OzDA4OsmbNGnJycmhsbMRkMrF//35MJpOwU1Gr1SJ+cPfu3URHRzM9Pc34+DhOp5OsrCwh9HK5XHz88cfYbDYKCwsZGBjAbrdTWFjIk08+yf79+xfMukkD/WazmfHxcUZGRjh06BC///3vaWlpoaysTFTKcnJyuPvuu5dM87BarRw4cID33nuPsbExiouLmZqaIiMjQ6g+ZSMjqB59lJCf//zPVb/UVGZeew3Pt74F866X+QQwMjJSkNXU1FSefPJJdu3adclrWXoRbmpq4plnnqGnp4e4uDhcLhfR0dH8h//wH7jjjjvE2MSlWsdHjhzhhRdewGg0EhUVhdfrJS8vT4xGXAorIYDS8di0aRMbN25ctkXKiRMnGBgYQKlUivjE73znO0tW2Kampvinf/onhoeH8fl8zMzMUFlZuaCq5PV6Aa4LeZIQFxdHRUUFJSUlVyRsuZ7bcOzYMdxuN3feeedV/Y7P52Pfvn18+umn/Ou//uslTci1Wi2HDh3i0UcfFdf5n/70J37605/ygx/84IYP4P9LmG8DI7VBrhcBhOVZsawmJNLpcDiAP3t6XUsC+nlVXi8VH5eQkIBKpaK7uxuHwyFah3D+JiJVi6KiosjOzsZoNDIxMcH27duZnp6mqamJpKQkcnJyAITYw+fzYbPZSElJEfm2SUlJWK1W9Ho9xcXFeDwepqenxYuHNI8oVQNzcnIW7IeQkBCKi4sxm82cPn2aubk5MjIyxPoqFAohupDSNjo6OigvLyckJASlUklsbOz/z96Zh0dV3/v/lZlMJsskmUwy2Sd7AgmBECCyo2wVWwS06lUraC0XUbvZp7fbc5/2+d2lt1rtvYJYaa1t3VDrDloVARERhCQkJGRfJ5ksM5nJ7EtmMvP7g55vEwgkaIS78H6eeRrpzDlnzpzlfT6fz/v9Ji0tTdy8e3t7aWxsZPXq1aSlpdHa2orBYMDpdKLT6VCr1SLVIzExEbvdzqxZs/D5fDQ3NyOXy8nMzCQmJkbY5uTk5HDXXXdhsVjo6uoSc1axsbGC5KpUKlQ6FVVdVQBkajIJ2AKiKqrX6xkdHSU9PV1UWDweD16vl46ODuLj46moqKCxsZEzZ86I0Pvm5mZiY2NRq9XU19dTXV3NnDlzKCkpweVyYTKZRFa0UqnE4/HQ19dH69/UsxqNhptuuok77riD/Pz8Cb3QoqOjmTNnDm1tbXz66afU19cLpabZbEan07FixQq++93vUlpaetHj8vTp0zz++ON89NFHIqPaaDSi0+lYvXo16WlpKP74R6LuvBP536rVACNbtuDZs4d+jYY//OEPvP3223i9XvLz8wkEAoIAKpVKysvLKS4uZtWqVZSVlU2pDbtr1y6MRiNOp1PkLt9999184xvfGJf3OlHruKqqin/7t3/DbrcTDAYZGBhAp9OxadOmSUUQQ0ND7Nmzh9deew2TySQeRKYTVquV1tZWYcK+devWcXFuF8K+fft4++238Xg8OBwOoqOjueeee8bNDU7Uwvb7/bz66qs8//zzwn7nSt5XJsOEWdKXCfv370ehULBu3bovtJwf/OAHPPfcc3zta18jNzeX06dPj3tJM39lZWU888wzvPzyy8hkMg4cOMD3v/99ioqKePLJJ//bz//BVQI4bRhbAbzSNixwcSuW6ca56l5A3EAuJ6SMzS+r9S7Fx0kVKik+Ljo6mv7+fvr7+0lKSiIQCAg1uJT6IlXdjEYjPT09LFiwALlczsmTJ4mIiKC4uBiFQoHJZALOHkPDw8NCcSwJRiQj5dmzZxMRESHER3B2n0dFReFwOKitrUWr1Y67acrlcoqKivD5fFRVVQnCIVUvZDIZOp2OrKwsLBYLp06d4sSJE+Tm5oqZsujoaOGPGAqFGBoaora2lsLCQpYuXUpHRwd6vV5sr6SeHRkZQa1W43a7BTltbm7G4/GQlpZGUlISvb29nD59GrlczpYtWwgPD6ehoQGr1Soi5EZHR+nu7sZqt6JX6WEUdDE6itKLGBoaEq1jqWInxfupVCqhuO7q6iIQCHDttddiMpmorKykqKiIxYsX09DQIMhxV1cXx48fJyoqijVr1oiZL7PZLIhiTEwMfr+fkZERVq5cyd133018fPxFzXB7e3t599136ezsxGg0ipZZZGQkd999N1u2bDmvlT8W0szmrl276OjowGAwCLPymTNnsnXrViqSk4nasoWIp54aX/X785/xf/vb9Fks/PrXv+bkyZPI5XLOnDlDbm4uGo1GEEA4++CQkpJCQkLClK5lo6OjHDhwQLQgR0dHueOOO9i8ebNoG08U7RUeHo7BYODRRx+lpaVFCMnS09P55je/Oa6aMtF2hEIhdu3axbvvvotMJqO5uZmUlJRxFbbpQGZmJomJiaSlpbF27VqWL18+6ZiNz+fjiSeeoL29XWz7mjVruO2228a9b6IK5ieffMLu3buxWq10dXUJ78f/rrjUKux04p133iEhIYGVK1d+oeU8/PDD6PV6mpubeeONN8a93nzzTX7xi18AZ9vA69ev5+TJkzzzzDOcOHGC9evX8/zzz08o8vrviMv/K/0vhTQvJf39fwHBYBC3283IyIhoGYWHh2O326/I9oz9Db4saLValixZwsmTJzl69Chz584lISGBxYsXU1lZyf79+5kzZw5paWnneZkplUoWL15MTU0NtbW1FBcXEx8fz0cffYTT6WTBggVERkYKw+fR0VGamprIzc0lPT2dnp4eYZpcW1vL3LlziYmJoa6uDpfLRUxMDA6Hg4SEBMLDw9mzZw/Lly/nuuuuE9sRHh7O2rVrUalUHD16FI/Hw5o1awThCAsLo7y8nOjoaBITE4WK84EHHmDt2rXCD+8rX/mKED11dXXx17/+lfLycu677z5effVV2traOHjwIHPmzCE7OxuHw0FfXx9JSUnY7XZmzpyJWq3m4MGDNDY2UlRUxNy5c2lububNN9/k5MmTDA8Po9Fo8Hq9DA8P4/f7iY+PJywsDEO3AbxAPqgSzxJDnU4n4t0k4un1ekXKiSSqMRqN1NfXY7PZWLVqFR0dHRw6dIhZs2axbds2Xn75ZQwGAzNnzqS3t5cXXniBtrY2HnzwQWJjY2lvb6erq4vk5GRyc3NRqVTigUv6LheDXq9naGiIG264gX379mE2m9FqtSJH2ev1XvCzwWCQPXv28MYbb9DQ0MCsWbPQ6XRYrVbWrVvHP27dSuHBgyhvuomwv1XjAUbuvhvfv/0bxMej1+vZsWMHH330kYjKk+YapwJJDJOUlHQe+VEoFGzYsIFXXnkFuVzOXXfdxT333HPRlmBYWBhWq5WdO3dSWVkpxiakB4G1a9eKCqH0frlcLkyuZTIZn3zyCe+++67wlVSr1VP+Pn6/H6vVSnx8/KStXLlcLqIEpwqHw0FYWBgFBQWiyn/jjTdecF+Mxfvvvy8q02FhYfT39095vXa7nbCwsMtKRiQ7qysBp9MpuilfBIcOHZrye0tKSnjvvfe+8DqvFK5WAKcJwWBQkI8r7cM3kRXLdGJsu3eiiLvpsmO5VFyuBBSlUkl6ejomk4n29nZhbqvRaLDZbAwMDKBWqyf0OpMUwlLCSGpqKjNnzuT06dP09fUxZ84cYmNjcTqduN1uwsPDsVgshEIh8vLyMJvNok0nVSEzMzOxWCzY7XYUCgVut5uIiAh0Oh21tbXo9XoKCgrEzU2KlIuJiaGxsRG9Xi+2X0JSUpKIRGpsbOTkyZMEg0EKCgrE7GFWVpawwQiFQrS0tGAwGLj11lsJCwujp6eH3t5eAoGAGEZ3OBxERkbi9XrRaDQUFBQIQ2iVSkVGRgY+n4/33nsPg8FAeno6KpVKZBWPjIwQERFBSBli0DwIFsjJyWFB4QKMRqOoOvX29mI0GoXH4OjoKKmpqaSnp4uWY39/P93d3SIhpb6+noGBATZs2CDmGhMSEoiLi6Ouro6qqioWL15MTk4OTqcTo9GI3+8nISGBUCjEyMgIdrtdENcLzVD5fD5qamro7+9HrVazdu1aysrKiIyMxGaz0djYKCrGYzE4OMhzzz3HSy+9JKqpPT09ZGVlceONN/JPt95K5kMPEbF799+rfpmZZ6t+Dz4IkZGcPHmS//iP/xCVXZPJhMVioaKiQnj6KRSKC1a1Tpw4wa5du/jwww+xWCzMmjXrvPdmZWWxYMEClixZwrXXXjula9DRo0dFDvDQ0BAxMTHceeedbNu2TbSNL9Q67u3t5Re/+IWIY7RYLOh0Ou68885JrVnMZjO7du3izTffFLZLU/VWnCqUSiUdHR2YzWZUKhXLli3j1ltvPY8Uj4yMjGufulwuduzYwcDAAB6Ph2AwyPr16yc1gw6FQuzfv5/du3dz6NAhIiIiptV252Lw+/3I5fIr0v586aWXKC0tZcGCBZd93f9TcZUAThMmIoBXSoULf7dime5h3KmYOU+nHcul4HLOXkoxQxaLhebmZsLCwsjKyiIvLw+fzycUwhPNLYWFhaHValEqlUJdvGDBAlpaWmhtbaW4uJikpCRBKGQyGXa7HZfLRVFREW63WxgnDwwMEBMTQ2FhITabDYvFQkREhMhXLi8vF7Fk6enpqNVqsQ1paWmo1Wo6Ozvp6OhALpeTnJwsjlnJ9kZqz1VWVmI0GiksLBR+eZLYwul0olAo0Ov1NDQ0cO2115KVlUV/fz+9vb1YrVaRmODxeIQ6NzIyktLSUgwGA729vSKyra2tDYfDIcjsz372M0GaXS4XwbAgQ6NDEILAUABtrJbi4mJ6enoIBALCdsblcuFwOIiIiMBms6HRaMjPzxckQrK2ycvLE/FmbW1tZGRkCNNrKVavs7OTTz/9FI1Gw7Jly/B4PFgsFtzusykkcrlcZFsbjUbS0tImrCglJiaSkpJCZGQkFRUV3HXXXSxcuBCz2YzNZhPkU0pEkZa7a9cuPvnkEzEbmZOTQ0JCAndv3sw9Xi/x3/wm8jFpHiP33IPnhRcIFRcTCoX47LPPePzxxzGbzZhMJtF+v+666/je975HYmKiEIFMdN2qra3lP/7jP+jv70er1dLS0sKMGTMmzNuNiYkhPj5+ytc/vV5PbW0tmZmZIvN2rJHuhVrHMpmMxx57jMrKSvEgkpaWxre+9S1hcTT2vDsXf/zjH3nzzTeJjIykv79fqOKnEzKZjJKSErRaLXPnzuWmm24iPj7+vPedOz9XU1PDa6+9Jmabk5OT+f73vy/O4QvBZDLx6KOPinlcg8HAokWLLst1UeoGXQkC+Nxzz7Fo0aIppaVcxVlcJYDThFAoJAjglbZhgbNVBqlSMx0Ya+Y8mbp3ZGTkihDAyzl7Kc35SVWz3t5eRkdHSUlJEWIQiaykpKRMuD1qtZr4+Hih3l2yZAn9/f3U1dWRlZUllMZWqxU4+5uazWYyMjJEu1cmkzE0NEQoFKK0tBS3243ZbCY8PByXy8Xw8DCLFi3C4XBw/PhxZDLZuOiupKQk1Go1AwMDdHV14fV6xyWdREVFodVq0Wq1DAwMUFdXR3t7OzqdjqSkJEFmpdauNK8ozQXOnTsXp9MpVLyS7540Iyd9h/LycoaGhujp6RECIqmaplQqmTNnDvfeey8RERHU1dVhMptw+V0QASmaFJxGp5g9PHPmDBaLRbS1fT6fsO4xm80iMk+K1zObzTQ3N6PRaCgpKaGxsZE333yTrq4uYmJixFhDfn4+drudkydPYjQa+drXvgacbbXZ7XYiIyNRKBSMjIwIo+/ExMQJK4Hp6enMmzeP4uJiUeEqKSlhdHSUgYEB5HI5AwMDNDU1kZWVRSAQ4K233hI50AMDA2RnZ/PQpk2s/9OfiPrDHwj7W4v03KofwIcffsju3bs5deoUSqVSpGds2LCB7du3k5iYOM4G5tzr1unTp3niiSeora0VDxlKpZIlS5ZMas8SDAZpbGykr6+P+Pj4Ca9JycnJDA0NMTQ0RElJCffff/+ExHIswsLC2LdvH3/605/Ew4RMJuPmm2/mrrvuIiwsjNHR0XHehNLsKkBjYyNPPPEEXV1dOBwORkdHKS8vnxKBcDqdtLa2CpHXZFAqleTn51NQUHDByvC51bPm5mbOnDkjlj937ly+8Y1vTHptq6ur449//CMWiwWr1UpYWBg33njjlCxdzGYzBoMBpVJ5yWke59oIXW784Q9/YM2aNVMS5VzFWVwlgNOEsRXAK2nDIsHn8yGTyaYlBPti7d6J8GXYsUwF56ZyfBmQbFrcbjcymYyYmBhUKhUJCQl0dXWJ+DitVivmxUwmEykpKRPus5iYGJKTk8Vc2KJFi3A6ndTW1pKQkEBOTg5yuRy73c7IyIioWkktWqfTSSAQwGaz4XQ6KS0tFeIMuVyOx+PBYDAwd+5cEhMTOXbsGAMDAxQUFIhKg0ajQaPRYLFY0Ov12Gw2EhMTiYqKIhgMiiB6tVotKmYNDQ3Ex8eTnp6OTCZDrVaLBBSZTIbP56O2tpbIyEiWLVsmWnPt7e2Mjo4K70SFQiHMn8vLy/F4PKIlLeUWq1Qqmpubsdvt3HLLLRQVFXHksyOYjeaz2x+noSiziMbGRnp6esjMzBSCkIiICGJiYkhKSiIuLg6r1YrZbMbtdlNaWipmCu12OzU1NVRXVwsT5ri4OIaGhlixYoUQ/2i1WlQqFXV1dVRXV3PttdeSnJwsfAGDwSD79+/n+PHjNDQ0CNugqZAEmUxGXl4ecXFxYuDf4/FQU1Mj7Giam5sJBoNUzJ/PI7m5lP7858jb2sQyRr75TTwvvkiouPjsf4+MsHfvXh5//HHcbjdJSUno9Xo0Gg3f+MY3eOCBBwQhuRABrKqq4uGHH6aqqorMzEw8Hg8+n4+NGzeyevXqSaPtXn31VZ599lmOHj1KX18f5eXl57WFpSr4kiVLWL169ZRsWbxeL3/4wx8IBAL4fD5cLhcrVqzgRz/6kSCaUiTlua1jt9stKodyuRyfz0diYiIPPPDApBU2aV7x7bff5uTJk2g0mmnJeT63eqZUKmlvb2dkZASdTsftt98+pRm3xsZGjh8/Tnh4OCMjI+Tk5EyJODY3N7Njxw4++OADGhsbKSkp+Vw+gFeCAIZCIZ588kluvvnmaRf+/G/GVQI4TRhLAOHy27CcCyne6IsQwEAg8Lmye6+UEfaXOXsp3RwdDofweJSIsDTPlpKSMi4+LjExkaSkJLq6uujt7UWr1U74e0gzhYODg/T29jJ//nzCw8OpqakhLCyMmTNnitk+SXRjs9mIj49Hp9OJCDmHw4HNZmPGjBlERERgNpsZHR1ldHSUnp4e0tPTWbhwIZWVldTV1ZGZmSnmFOPj49FoNDgcDvr7+7FYLERFRaFSqRgZGSEqKgq1Wk1sbCwul4uuri5Onz5NMBgkJSUFhUJBTEwMmZmZwgdSEkVYLBYWLVqERqMRKmaLxYJCoSAhIYGYmBgsFgsul4uysjLg7xXVuLg4srOz8fv9NDc309XVxapVq1DPVvPeJ++BFWQhGdp4LaFQiOHhYVwuF1FRUWRnZ6PValm8eLGwgVGr1aISODg4SHFxMRqNhuHhYc6cOUNPTw8OhwOPx0N0dDRer5f4+HjWr19PfHw8TU1NhEIhcnNz6erq4ujRo2RlZTFv3jzq6+v54IMPqK+vR61WY7VacTgcJCYmEgwGSUxMvOhxOTo6yr59+zh48OC4LO3w8HAaGxtFhvOilBS2f/gh6hde+HvVT6fD8+yz+B94AMZU3g8dOsSePXsYHBwUIpyUlBSLLuC4AAAgAElEQVQ2b97MP/zDP4wjYhMRwMbGRn71q19hMpkYGRkRyvFbb72VrVu3XnS+LxQKcfDgQR577DHcbjc5OTl0d3dTWlp6XpQenK3oRUVFXdI189ixY7jdbpHU873vfU+k0Ixd7rmt40OHDvGXv/wFj8cjUpzuvfderrnmGkZHRy/aOn7rrbd44YUXiIiIEPnvlyoMmQgjIyPjyFNsbCylpaXk5+ezcuXKKefyOp1O4VUYHx/Phg0bxHl1Mbz66qucOXOG7OxskWBUUFBwSd/B7/dfdIb0y8Tjjz/Oli1bROfkfxNkMhn/7//9v4u+gAt6Fl4IVwngNCEUCo27aFxOG5aJ4PP5PjcBlNS9UpXrUrN7peHsy+1X9WVlII+OjuJyucRvGhsbO87iQyL7KpXqvPg4jUZDenq68OeLj4+fsAUUHh5OZmYmVquVjo4OZsyYgUajob6+HrvdTklJCZGRkaLa5/P5hP1LZmYm0dHRWK1W7HY7Q0ND5OXloVarGR4exu12n1XOGgyEQiFuvPFG2traOH78OEqlUkRSSWILu90u7E4CgQBxcXH4/X4iIiLIy8sjPj6eYDBIf38/jY2NeDwekpKSiIiIQCaTkZGRIXwQExIS6OjooLOzU6ijIyIiMBgM9PT04Pf70Wq1IrbNZDJRWlqKSqXCYDAwPDyMXC5Hp9OJdIrm5mZi0mL4QP0BDEO4ORyv0ytUqZKKdubMmZSVlTE0NERGRobwTpREGyaTSfgPtre309vbS1RUFOHh4Xi9XlJTU5kzZw7Jycki81hKKzGZTMycORObzcann35Kc3Mzzc3NtLa2MjAwIMY/4uLiKCoqYnh4GKfTSUpKyoQ3R7vdzuuvv85f/vIXAoEA3d3dFBYWinWr1Wr6+/oIHTnCDb//PZquLvHZkXvvxf6nP3Ggv5+qqipByuGsaKOxsZG5c+fS19dHXFwcW7duZdOmTeddm84lgM3NzUKZK3k7RkREcMstt3DPPfdMem2pqqpi165d9Pb2Cg/F9PR0Vq1aNWlF1Ol0cuTIEZqbm4mPj5+wEiXNoPb19REVFcXGjRtZsWLFpARyaGiI//zP/6S5uZnw8HAiIiKYP38+P/rRj84KjEKhC7aOrVar+Ozw8DB2u525c+eydOnSi64Tzv7GJ06cwGAwkJSUNK4VfqH2aWxsLNnZ2SJ2cCqQbHvCw8NZvHgxN95445TGcerq6mhrayMyMhKXy8X8+fMvSVV7sRGCy4Ff//rXfPvb356yqff/JBQWFnLzzTef97rppps4ffo0VquVH//4x5dM2K8SwGnCWAL4Zatwp4LPo8Qd2+6V4psma/dOhCtFAKdbfBMKhfB6vSIZQvL0O3fZY8n+RPFxSUlJ4t/a2tpQKpUT3gDHpo60traSlpZGfn4+TU1N9PX1UVxcjEqlwu/34/F4RFteqi6lpqYK8mYymcjMzBTtSWnWzmg0YrFYuOWWW3A6nXz22WcMDQ2Rk5ODQqEgOjqa5ORkbDYbVquVwcFBHA4HOp2OuLg4ZDIZKSkpqNVq5HK5IFE2m03MCkrpJWFhYZhMJuHLJ1UXdDodWq1WkF2j0UhycjIZGRm43W70ej35+fmkpaXR29vL8PAwcHZOLDY2lv7+furP1NPqbIUKqNBW4NA7GBoaIjs7m1mzZpGWlsbAwIAQS5jNZjQaDZGRkUJlGhMTQ2trK3V1daSmpgpDZil9JC0tjYULF5Keno7FYsFmsxETE8M111yD2Wymra2NpKQkEZnW3d3Nddddh9FoxOfzkZqaKobvw8PDRZs4OTl53HXBYrGwY8cO9u3bR3t7u1BsqtVq7rnnHnw+H/raWtL37sV97BiVgQAxQGpWFp5nn8W7bRt7/kYeGxsbaWhooLCwkMTEREZGRmhoaBDpIg899BArV668oJeeVMGpq6vjkUceobq6mvz8fMxmMzKZjDvvvJNvfetbk15XGhsbefTRR6mqqiIhIUFYtnznO99hzpw5FyUzwWCQp556ir1791JbW0tXVxfz58+fcJ1JSUmsWLGCVatWkZ2dPaX246lTp/jkk0+EZ2ZcXBw///nPxbjFRK3jUChEIBDg3Xff5fXXXxeV9djYWB588EHS0tIu+p28Xi+7du3inXfeobKykuHhYebNm3eeeG462qeSaGnRokWUlpZO+R6QnJyMwWDAZrMxd+5cbrzxxksqIEjt9StVAfz3f/93fvKTn0y7ivu/A6RM8nNfJ06c4Nlnn+W73/0u3/72ty95uVcJ4DRhogrgl6HCnSouVYk7tt0rJS983uzey2XHci6mU3xzrto5NjZWGNmOxURkf6L4OIngSArhYDB4wTaYJMKQnsZLS0vR6/W0tbWRk5MjfL1CoRBGo1HM6cXExKDT6UR1bmBgQGQX+3w+rFarIG09PT3ccMMNJCUlUVVVJQhnXFwcCoUClUqFyWQS1U8p/SQ8PJxQKERKSgrx8fGEh4djNpvp7OxkcHCQqKgodDqd+N/Y2FhMJhPx8fG4XC5Onz4tqp1SHF1HRwft7e1ERUUxc+ZMRkdHaW1tJSUlhdzcXIaGhoQPYGxsLFqtFr1RT0tjC4zA12//Orcvvp0TJ06g1+uFBY5EPPv7+0lLSxO2OsnJyQwODiKXy4mMjESv1zM8PIxCoaCsrIzly5dTUFAgBv2l3FiHw4HL5RJZyRaLhUOHDjE8PCza2N3d3WRmZrJx40ZWrlxJdHS0IH8RERF4vV4GBwfRaDQolUoqKyv5/e9/z9GjRykpKcFgMNDX10dmZibr1q0jPzeXov37UT/2GK0mEypACZycO5eBH/wAzaJF/P73v+e5557DYrFQXl5Of38/+fn55OXlkZqaSl5eHrm5uaxZs+aiaR4SAXS5XDzxxBPo9XphqJ2dnc1NN93E1q1bJ72mDQ4O8vDDD4sHIKPRSGZmJvfffz/r16+/6DUlFAqxb98+du3ahdPpJDs7m6GhIcrKyiY8X6RzRiaTTbn9aLVaqampIS4ujoiICFavXs3tt99+weVK1/FgMMhjjz1Gb2+v2NbVq1dz8803i4rhhVrHNTU17Ny5U6jlXS4XixcvPm/+8kqRJzhrbLx48WKWLVvG8uXLL1nEJ5HkK/EdvF4vDz/8MP/yL/9yRaP0LifOnDnDzTffzJw5c3j55Zc/14PDVQI4jRh78k+3CvdSMVUhxkTt3i8qorhSSShS5usXIYDn7o+pZBl7PJ7zyP658XF2u53U1FRSU1NRKBTi3y7UEpT85zo6OhgZGaG8vByz2UxTUxNqtZq0tDQUCoVoZUoqyPDwcEHkent7MRgMREdHk5OTQygUwmKxIJPJsFgsdHR0UFFRQVlZGU1NTVRXVwNn48qkdq9kPyOXyzEYDOOOD0k8olAoGB4epre3l76+PtGCjIqKIiUlheTkZDFTqFQqaWpqwu12k5GRgVarFbOTTU1NWK1WYXDd1NREREQE5eXlDA8PMzQ0JG6S4QnhnOw5CUMQ6Y7k23d8m5UrV3L8+HHa29vxeDzk5eWh1Wqx2Wz09PQI42qPx0NOTg4mk0n8xlarlZGREQoKCrj77rsF4Xc6nXR1dYlheqnyWlVVJUylXS4XKpWK8PBwoqOjkclkzJo1i6997WsiM1hKbZHL5QQCAQYGBmhtbeXFF1+kra0NvV5PKBQiKSmJOXPm8MADD1Ch0RC1eTPKZ54hc3SUVKA1IQH3HXeQsmEDp+rr+fOf/8zp06eJ/5vB8/DwMDqdjjVr1qDVaoVKu6Cg4Lw2Ynd3N3/+85+FV5zkkWi1Wjlw4AA6nQ6lUonP5+OWW25hy5Ytk5ICt9vN448/ztGjRzEajcTGxpKYmMimTZvYvHnzpOdlfX09O3bswGKxMDw8zODgIDNnzmTdunWTZtP29/ezd+9ePvvsM6Kioi6oTtZqtcJzsaysjM2bN09J7PDhhx+yZ88efD6fOM8eeughcnNzkclkF20dv/jii3zyySc4nU5Rnd+4caN4aLxQ+9TlcnHgwAFqamqIiIiYNA7vi0JKE/o8122pAnihBJwvE1arld27d/OLX/zi/0QQg9vt5itf+Qoul4v9+/dPqpi/EK4SwGnCuRXA6VLhfl5MJsSYrnbvRLgcatyJ8EXU15KR7+fZHxer9o61epGMmyUrj46ODgYHB0Vl7VyoVKqz1S69HqvVKlSyjY2NREREMGPGDOGPJs3sSa3Z2NhYsrKy6OvrQ6/XA5Cfn49CoRDG0g6Hg/b2drKzs1m2bBk9PT1UVlbi8XgoLCwkLi6O1NRUBgYGGB0dJSoqSixLmrOJi4sTRNfhcDAwMIDBYKC/v5+PPvqIEydOkJyczLx587BYLIyOjqLVakXrNysrC41Gw8yZMxkcHKSpqYmOjg5mzpxJcnKyiItbsmQJNpuN4eHhs8kgnmHqfHUgg1hXLM6+swroLVu2UFlZKWbxZsyYQUpKCl6vF4PBIIQlw8PD5Ofn43a7gbMWG1lZWSKObtmyZWKYXPrs8PCwIEmHDx8W8WuSilmpVLJu3TpSUlKorq6mvb2dVatWoVQqcTqdglB6vV4OHDjAa6+9RmtrK4sWLcLj8eDxeFixYgX333cfxQcOEL1lC/L29r8fD9/6FmlPPcVAWJiYXWxsbKS3t5ekpCRUKpWIgpuszWo2m3n44YfFjGlTUxOzZ88mOjpaPDxIM3Jf/epX2bZt26Tkz+l0smPHDl5//XXi4uKIjIzE6XRy4403ct999036MDo4OMijjz7KZ599JmZt1Wo1P/jBDyadbRodHeU3v/kNH3/8schnLisrm7AdKKVySMKKqSpd33jjDVFF93g8XHvttSKy8GKtY7PZzH/9139hNp9VrSuVSu644w7mzp0rzt8LVQCff/55XnvtNRoaGmhubmb27Nn/bWPGxraALzcJGxwc5KWXXuKf/umf/k8QwO3bt7N//36efvrpSxZ+jMVVAjhNOJcATocK94vgYnN409nunQhXKgllbAv4UgigJFiQyOOl7g+v13vRam9MTAwpKSn09PQIC46kpCRB7np6ekhKSprwBhsZGSnm2QYGBpgzZ44wOgaEUbBMJsPpdNLd3S2UtQBFRUXY7Xba29txOp3k5+cLAjQyMoLb7aalpQWZTMbKlSuJjIyksbGR7u5uEhMTSUhIICEhAa/Xi8vlIi4uDr1ej9vtRqvVIpPJiI6OJiUlRbQ4jUYjBw8e5MyZM5hMJjo6Oli8eDElJSV4PB6sVis6nQ6DwUBHR4fwIpw/fz7BYJCWlhZqa2vx+XxERkYyODjI0NAQCxcuxOl0YrPZMNvMNBubIR6KtEXE+mNpaGggNjaWhx56iM7OTs6cOUNLS4vwX/P7/QwODmK320XVT6fTER4ezuDgoFBV6/V6jh07RmFhIbNnzxaVHaPRyODgIAkJCfT29mI2m1EqlajVajZu3Eh2djbt7e2oVCry8vJobm7m+PHjIg7P5XJhsVj45JNPqK2tJTY2FqPRSF9fH3l5eWzevJn7v/IVUh94gIhnnvm7wjcrC8/zz+O/7z6i/6YufvXVV6mrqyMvLw+n08ng4CAFBQX87Gc/m5T8dXd389hjj/Hhhx8Ksm+z2Zg3bx4JCQkolUrKysrIzs7mmmuu4YYbbhh3HXO5XEIUNBYffvgh7733Hi6Xi/7+fuLi4li1ahU//vGPJyVZPp+PJ598ksOHD4vfJjo6mgcffJA1a9ZMei5+8MEHPPXUU8Ls2+v1Ul5eftFM5bGYSoRZZ2cnXV1dJCQkkJyczNatW9HpdOe979zW8ZEjR3j33XdFizg9PZ0HHniAyMhI/H6/+PdgMCjO5bCwMPx+P//6r/9KV1cXYWFhOBwO5s6dS0ZGxpS+0+WGNBd5JSqA3d3dvPvuu3z/+9//X08AX3zxRX7+85+zZcsWfv7zn3+hZV0lgNOI0dFR8feVikOTMBEB/DLavRPhSiahXIr9TigUEjYOcJaofZ79MZV2/9j4uI6ODuFNJ9m/dHZ2EhcXN+GNUqFQkJGRwfDwMN3d3eTk5BAdHS08+/Lz84mOjhY3jZaWFpRKJZmZmbhcLvLy8lAoFCIdQ7JHkVTDHo+HwcFBFAoFq1atIikpiba2NhoaGpDJZMTHx5OXl4fH48FoNKLVakWahKRmlIiq5AF46tQpAoEAKpVKRI3l5uai0+mE2bFOpxPeduHh4cTGxjJr1iy0Wi0ff/wxR48eFYRKo9HQ3d0tYp66B7vPEsARyMvIY37WfJxOJ42NjbjdbrZt24bZbOb06dM0Njai0WgoKytDJpNhNpuxWCwolUq8Xq+Iwevv7ycQCDBr1izMZjOffvopCoVChMtL9jsmk0nk546MjLB06VKWLl1KdnY2arWaM2fOYLPZhLH3xx9/TGRkJKmpqfzlL3+hqalJxIIplUq0Wi1r16zhLpuNuHvvRd7RIX77ka1b8Tz/PKGiIkKhEKdPn+Z3v/udiKIbHh4mMTGR2bNnM3PmTMxmM9nZ2RckXJ2dnTzxxBNUVVWJhxKn00lFRQVr165FJpOJSlZmZiaZmZnjqtMHDx7kqaee4uDBgyiVynERYzU1NaKSKLXyf/jDH05Jlfn222/z+uuvi98gMTGRdevWsX379kmvIQMDA/zyl7/EbDaLGcuSkhI2btw46RxyT08Pu3fvZt++ffj9fgoKCi54/ktjFDExMdxwww0sW7Zs0muFlODS0NBAKBQSFdWbb755XLtXundILeTR0VFqa2t5+eWXRcKPUqnk7rvvnjBiciwCgQB//etf2bt3L4ODg+Tm5l4WMWIwGLxiBLCtrY3Dhw9z//33/68mgK2trWzYsIHc3FzefvvtLzxidpUATiPGEsArFYc2dlukOTxAtDcDgcC0tnsnwpUmgFNRX0ueftI+kma4Pu86pzLvKcXHuVwuWlpaRPRaZmYmNpuN1tZWFArFhEa0krBEEpEkJyeTk5NDT08PAwMDZGZmis+Fh4eLObtZs2bhcDhISkoiLS2N1tZWOjs7UavVJCUliVmlQCCAwWDA5XJRUVFBXl4eJpOJ+vp6rFarUCR7PB56e3tFsoZerychIYGoqCgUCgXp6emEh4fT29srFLyxsbFC1atSqcjMzEShUGAwGEhOTkYulwtbjfr6etra2jAajUKF3dfXx6ZNm0Qm76xZs/BGeDnaehQCkCBLYGbKTBISEvD7/SLJY2hoSPghtra2EgwGWbZsGQqFApvNJhJUgsEg4eHh6HQ6LBYLQ0NDFBYW4vP5qK6upq+vj69+9atERUXh8/mET2B+fj6zZ88Wx3lqaioxMTGkp6fT3d1NW1ub8HQ8duwYtbW1uFwu8vPz6evrw+fzodFoWDdvHkVvvIHt1VdJ9vuJAILZ2XheeAH/tm2gVBIKhXjzzTf53e9+R3V1NTqdjuTkZHw+H0VFRcyfP5/y8nIGBwc5efIksbGxpKamjjuGjEYj//Vf/8XJkyfp7e0VBuZr1qzhgQceIC4u7qIzXNXV1fznf/6nsBVqa2vjmmuuEbN5ERERtLS00NfXx4wZM3jggQemZMp76tQpHnnkEfr7+0lNTcXpdFJeXs6PfvSjSRWdfr+f3/72txw8eBCfz0dMTAwZGRl873vfm5IlxmOPPcbx48cBaGpqErOSE0FKpFm6dKmIE5wMQ0ND7N+/X4inIiIiuP/++8nOzhbKaIkISvtemid88803OXr0KKFQCJlMxpw5c7jjjjuAv0fjTYQjR47wzDPP0N/fL6ri53ojfhmQKoBX4p7X0NBAdXU1W7duvezrvlzw+XysW7cOo9HIe++9N2H1+VJxlQBOI84lgFciDWPstkgzJS6X63O3Nz8PrmQUnlQBvBCZGxtpJ83KKZXKL7Q/LmXeUyaTCcsIab4tJSWF9PR0kXUreeNNpDhOTk4mFArR2tqKRqMhJycHo9FIb2+vyJiVjruOjg4MBgPz5s0TA+Z5eXl0dHTQ0tJCfHy8GGCXWuB9fX1YLBaKi4spKSnB5/Nx5swZhoaGUKlUFBUVMTo6il6vF99DUivHxcUhl8tJT08X1UClUkliYqJos0ukQ8oQlmKnEhMTOXr0KNXV1fj9foaHh0U1Vqp23XDDDajVaqqqqpCr5BxxHQE3pEWnoVWc3V8ul4vu7m5OnTpFMBgkMzNT+P5JcWRf+cpXUKlUuN1uTCYTXq9XqEhzc3OxWCwcPHiQoaEhFAoFRqORmpoaVq5cSVpaGn6/XySvhEIh5HI5brcbh8MhSEdaWppQPWdmZlJYWChSRmJjY1GpVJTNmcONSiXBl14iYDIhBwaA6LvuIuzllwn97abt8Xh4//33ee6551CpVDgcDrq7u0lNTeX222/nH//xH7Hb7RgMBgoLCwkLC6OyshKr1Up+fj4ymYympiZ+9atfcfjwYQoLCwmFQtjtdr72ta+xbds2NBrNOBXnucfemTNn2LlzJ6dOncJms5GQkIBCoWD58uWCpCUmJlJWVsasWbO4/vrrRXUwEAjQ3t6O3W5HrVaPW7bX62Xnzp3CssfhcDBv3jx+8IMfTMmD7sCBAzz99NPI5XLRqr/zzjvZuHHjpOd0ZWUlO3bsEA8bYWFhLFiwYEqpHpKqfrJrnGTo7nQ6iYuLY968edx6663nkSRpfk6pVAqz6jfeeENU5oPBIOvXrxcjIGNbx2Pb12FhYbzxxhu8//77eL1ebDYbeXl5zJ8/f9LvBIgwg8/r/hAMBq/I2NOpU6doaWlh8+bNl33dlwsPPfQQe/fu5Te/+Q0bNmyYlmVeJYDTBCl3UsKVSsOQIBFAaRbxy2r3ToQrFYV3Mf/FcyPtYmJihGLzi+LzCH4SExOJiYmhvb1dxMelpqaiVCppbW0VtisTbZ+07ZIdxYwZM7DZbHR3dxMTE0NWVpY49gwGA01NTRQXF6NUKhkeHmbWrFn4fD6ampoIBALCSNrpdApSJAk0SktLCQaD9PX10dPTI5Sy0dHRtLe3k5CQQHx8PG1tbQQCAWHGnJGRQVpaGmq1WiRIOJ1OnE6nUKZKGcImkwmfz4fH46G7u1vMQWVnZ7Nw4UJmzJjB4OAgn3zyCUVFRZSVlXH0xFFOD56GNMgOzyYnLoeWlhZOnjwpMoT9fj9WqxWNRsOvfvUrGhoaOHPmDHV1dSxfvpy0tDSxbXa7nVAoRE9PD0ajEZPJBJw1750xYwZOp5OjR49SUFDArFmzAESknDTE7/P56O/vp6enhyNHjiCTydDpdDQ1NTEyMsKaNWvo7OzEYDBQkZXFQ21tyI4cQRkKMQxY1GpC3/kO/StXEhkXJwy3n376ad566y0aGhpwu90UFBQQHx/Pt771LTZs2EBiYiLp6em4XC46OjqE5VBdXR1NTU1ERkbyxBNPMDAwgN1uF6kw69at44c//KEgcBca4m9ra+M3v/kN9fX16HQ6BgYGkMlkbNq0iUWLFo17r2SGLgkVAoEAf/zjH3nppZf49NNPCYVC47JaPR4P+/fvF6bpcrmce++9d0rt1f7+fnbu3ElnZyd2u53w8HCWLFnCD3/4w0mvu4FAgF/+8pf09PQQDAYxm83MmDGDO++8c9LP6vV6duzYwTvvvENHRwelpaUXPPfDw8PFnG5BQQG33HLLeZVZmFhBe/r0aZxOJ8nJySQlJXHXXXeRlZV1Xut4LCEMBAK8+OKL6PV6RkZG8Hg8XHfddVNKAjl27Bi7d+/m6NGj4vy8FEiE9EoQwM8++4zBwUFuu+22y77uy4E33niDH/7wh2zcuJHf/OY307bcqwRwGjFWBHKlzJAlNaukbpTam5c7ku5KReFNRAA/b6TdVPF5BT9xcXEkJiaOi49LTk5GrVbT2dlJf3+/8AQcC6lSoNPp6Orqwul0UlJSgtfrFQPjubm5hIWFoVQqMRqNVFVVodVqKS8vx2azkZubS0REBI2NjULdqtFoRCXLarXS39+PRqMRpsLDw8N0dHRgtVrJyclBq9UK/76srCza29sZHh4WbV2tVkt0dLRQOEokUMo1TkpKEgbWUkavy+USEXbz589nxYoVrF27lszMTFpaWjh27BgAJUtKePfYu+CGvNw8ej7roa2tTVRUx8b1SfY73/3ud9Hr9dTX11NVVUVxcTHFxcWMjo5isVhoaWmhq6uLgYEBfD4fKSkp2O12IiMjWbFiBXa7nWPHjqFQKFi4cCFRUVEYjUYcDgcKhQKPx8OZM2f49NNPRTJLfHw8FRUVYtk3bdyIWq9H//HH2AYHkfIjZKtXY7v9dj5pa6Ompoa2tjZBiF555RWSkpIEoU9LS+Ouu+5i3bp14jiPiooiMzOTQCAgjoHi4mJOnTrFb3/7W+rr6wmFQsyePZuRkRHWr1/PN7/5zXGzghMRwOHhYR599FEaGxsZGBggEAiQlZXFbbfdxje+8Y2LPkCFQiHeeecd/vznP6NUKomKiqK7u5tly5aJCpg0hymJmlavXs0//MM/THrdkGbr3n//fTHSEhMTw09/+tNxc4kXwgcffMDLL78srHlSUlK4//77Bbm/GH73u9/x8ccfo1Kp6OrqEn6VF0J8fDxz586lvLychISECd8zkYAiMzMTo9GITCZj3bp1XHfddchksnGt44lUx5999hmBQICUlBRUKhWbNm0SpPNCreOBgQGefPJJYSLf2dnJ0qVLL2nGTLK8uRLWZ0eOHMHpdLJp06bLvu4vG/39/Vx//fX4/X62b99Oa2srp0+fPu/ldrsvOZP6KgGcRoytAF4JM+RAICDaveHh4QSDQaKjo69IMPeVIoBjLVlCodAXirSbKr5I7J6UODE2Kk4igr29vej1ehITE8dVJaSHC6mV2tfXJ6LJgsEger0er9dLRkaGUBYGg0EaGxuRyWSsWLGCoaEhEhISSE1NFT50Go2GjIwMvF4vdrsdu91OX18fcrmcsrIyMjIyRPtRSvjIy8ujvb2d0dFRiouL6enpoYeT+48AACAASURBVK+vj8TERJRKJQkJCajVauGJZrVacbvdIrtYmkXMyMgQv9nMmTOF6MVsNqNQKKioqKCoqAiDwUBVVRU9PT20JbeBE9ztbpLlySJ7V7qRrlmzhmuvvZbY2FhaWloYGhrivvvuIywsjFOnTlFdXY1WqxVEurOzU1Qw3G43crmczMxM0tLSMJvNFBQUEBERwalTpzCZTFRUVJCcnCxa8I2NjXR1dQl1sEKhIDs7m4qKirN2Oq2tnH7+eco6OsgFjgM10dHM/pd/IfKmm6hraOCzzz7DZDKJ33DsA4JCoaCgoIAf//jH5+XCulwuDh8+LKyAJHV3bW0tJpMJuVyO0WhELpezfv16tm/ffp6dyLkEcGBggF//+td8+OGHwu7H4/Fw8803s3nz5kmP91OnTvH000/T3NyM0WgEIDU1ldWrV48jCTNnzqSkpIQlS5awevVq4ZlYWVnJwMAAKSkp511HampqePvtt/H5fKJVf+edd7Jhw4ZJq/oOh4Nf/vKXGAwGoqKiCAQCrFixgnvvvXfSOeCuri527NhBZ2cnNpsNgEWLFpGfn3/RzwHYbDZBzs/1NJxIQBEfH8+yZctYvXo1s2fPvuD3Old1HBcXR09PD3K5XOxT4KKt48HBQQ4dOiR8Sr1eL8uXL7+k+1cgELhiBPDAgQOEhYXx1a9+9bKv+8tGVVUVu3fvBuCvf/0rb7zxxoSv0dFRNm7ceEnLvjI5Zf8HIJ1YU7EX+KIIBoN4PB7RioyNjSUsLAy73f6lrvdCGPvdr8S6JRGK2+0mGAwSFRX1pVrSSE/enxfR0dEsXbqU6upqTpw4QWlpKVlZWSxdupTKykqOHTvG3Llzx7WOpPVFRUWxZMkSqquraWpqorCwUFi5SF53JSUlxMfH09fXx9GjR7HZbNx2223o9XoxW3T48GEqKyspKioSqkGj0UhXV5doj65YsYLrrruOEydO0NXVRXV1NTk5OZSWltLQ0EB7ezsLFiygvr5ebHNycjLp6eksXbqUiIgIFAqF8AoMBAK43W7KysrIzc3l2muvJTo6mrq6OoqKijCbzVRXV3Pw4EECgQAVFRV85zvf4ZVXXuGDwx+AEygDPDDiGyE/P5+BgQEyMjKEQbVUCYmKiqKlpYUXXniBr3/962RmZvLYY4+xZ88e4uLiRISdNDYRHR1NRkYGM2bMIC0tDaPRSGNjI2lpaZSWltLS0sKLL77I2rVrycrK4tSpU/T395OSkoLT6aS3t5eUlBQiIyOZNXMm8e+/j2b/fj4JBDgEFANfX7GCvSoVjx08SOzJk3R2dmI0Gpk5c6Ywip43b56oHMlkMq6//voJxQ3PP/88hw8fFjYjCxYs4PDhw7S1teHz+cjLy2N0dJT09HRuvfXWSducbrebZ555hjNnzoiKdFZWFrfeeiv33XffpDf57u5unnjiCerr68nNzRVG17fddtt5pELy5ZPgdDp58sknaWhoQC6Xs2bNGjZv3jzu/A0EAoSFhVFRUSF+l9tvv31K5/jevXuFubfX66WgoIA777xzSuKF999/H7PZTGRkJHa7nbS0NObNmzfp5/r7+3nyySfp6elBq9Wybdu2ccKMC83ehYWFXTKhuuaaa8jPz8fpdJKRkSEEKBLJlIj+2HVqtVpKSko4deoUcrmc1atXX7BaeTFcKQWuw+GYNF/6fyquu+66cd3F6cTVCuA0Qnqqkv7+sr3wxpoXSy0vqd17pebwJExVjTvd8Hg8IhFEshb5sm0JpsPy59z4uNHRUVJSUoTatrW1FZlMhkajOa+6LJfLycjIwOPxCHFHdHQ0DocDt9uNRqMR8zxS27e9vZ2FCxeSlJSE3W4nKytLKIylpAylUiksKEwmE2FhYWRkZJCVlUVYWBg2mw2j0SjeL71v7ty5eL3ecdsseQVKFQiPx4PNZiMYDIqWcFpaGjqdDoVCQU9PD1FRUWRkZNDX10dHRwderxedTseyZcsYdA1ysvYk9ENiWiIR1ggsFguLFy/m+uuvRy6XI5fLsdlshEIhEhMTiY+Pp7+/n5aWFnJzc3G5XDQ1NTE0NCTm9UKhEFqtltjYWKHGDIVCpKenExUVRV9fHwAZGRmYzWY++ugjamtrRWtb2seS96DM4cD+8MMsO3CAxGAQNRAWG0tNSQn6tDRWrlpFZWUlVVVVKJVK3G43TqeTxMRE0dJNSEigsLCQ9evXk52dPe64GR4e5umnn+bZZ5/F7/czb9489Ho9sbGx9PX1CZuhYDDI9ddfT15eHnV1dcTFxZ3nkScRg0AgwG9/+1v27duHwWAgLy9PRKZt37590kQOv9/Pww8/TFNTk8iUzsvLY9u2baxateqinw2FQrzyyiu8+OKLxMbGEh8fj9FoZMWKFeMqjmq1mt7eXnp6ekhLS2PLli1kZmZOeq739fXxyCOPYDAYiIuLQ6lU8tWvfpVbbrllSjOHv/3tb+nq6iIUChEZGck999zDkiVLLvo5gH379vHWW28RFxcn1Onl5eXi/x/bAp4OREdHo1arRdVQqhJeqHUsk8koLi4mJyeHiooKli9fDownplOxvAGuSAXwrbfeIiMjg2XLll32df9PxlUCOI2YiAB+WUrYse1eSd177sXvSrVhJTHG5cxCltrOkv2OJHq5HCrk6bL8GZsDLEXFpaWliVZuS0uLsA45d75U+s5+v5/u7m7S09NJT08XdicSmQLELFZDQwN5eXnMnj1b+MkplUo6Ojro7+8Hzl7MJdXr0NAQIyMjJCYmUlBQQFRUFA6HA7PZLKxmPB4P/f39zJkzR8TguVwuEb+VmpoqBFIjIyMilURqCWu1WrKyslCpVPT19eFyuZgxY4aY0ZNEHTnlOezp2ANDEO2IZlHZIhYuXEhkZCSRkZFkZGRgtVqJjIwUti0SCXQ6nbz99tv09fWJtBSp5X399ddz7733ihk+o9GI3+/H6/WKYXwpls5utwsBgpQ2EhUVRVRUFHm5ucxzufDu3Uuv1UoPUAjk3303PPQQcRkZNDQ08M477+ByuXC5XIyOjoob8aZNmygtLRXpKpJqV6VSCdGGy+XiT3/6E4cOHQIQiTG5ubnMmzePzs5OQYTnzJnDsmXLhIr0+PHjNDQ0cPDgQY4dO0ZCQgKJiYm4XC5ee+013nrrLXJzcxkeHsZkMrFmzRq2b98+aRSZz+fj97//Pa+++io+n4/8/HyCwSA333wzt91226TXopqaGp555hkRK+hyuSgtLWXVqlXjzuWIiAjmzZvHnDlzWLNmDQUFBXR1dfHxxx8LIcxEVc633nqL6upqAoEAw8PDFBUV8d3vfndKEWv79u0T3mtyuZzU1FR+8pOfTGpy7fF42LlzJ3V1dZhMJpxOJ4sXLx4nzLiQglbKLTabzcJ4fbpwbus4OjoanU5HWlqaGBuRHggupjqW4Pf7xfIuN/7yl78wY8YMrrnmmsu+7v/JuEoApxFjCeCXZYUydq4NuKi690pV4aR1Xy4C6Pf7hchDmsW7nDF0IyMj0+r5KClrx8bHpaamEhUVRVtbm5jzkm48UhVYav8lJSXR1dUlvO0cDoeo4GVlZQl7FqPRSH19PSqVisWLF497mDhy5IjwwJPyXE0mE2azGY/HQ1xcHDk5OYI0SArfyMhI4SmYlJREMBhkcHAQs9lMUlISUVFRIk5NuqGYzWZxvki+gVJEnNFoxGw2M3v2bPx+P83NzWfNgsMDfMAHoIbUkVSCtrPK7sLCQgwGA36/n7y8PGEn43K5hA1JbGysqPxJEWqSx9/Q0BAZGRksXLiQmJgYnE4nAwMDeL1e0RrWaDRUVlaOU1r6/X6io6O5/vrrWVVayuDrrzN05gyloRAhoCMmhuaNG4ndsoX5CxfS2dlJc3Mzer1eVBojIyPFDNfChQvJyMggOjoar9fLwMAAbrdbeE6GQiF27twpqnTl5eX4fD7mzZvHtm3bWLJkieg+LF++nEWLFglxT1ZWFpGRkezevZvGxkYx11lRUcFrr73Gvn37hG1LRkYGc+bM4Z//+Z8nJUmhUIi9e/fyyiuvEBsby+DgIG63m/Xr17Nt27ZJK4cmk4lHHnmEqqoqkpOTkclkJCcn85Of/GRCM+nw8HASExNRqVSYzWZ27tzJ8ePHqaurY2ho6Lw5STjrZWgwGAQx/frXvy5m5C4Gm83GU089hV6vFxZSt91225Q+29DQwJ49e4Q1WExMDNu3bx+nsp1IQWu329m5cyfvvvsuJ0+eBKC4uHjS9X1eSFU+qUoo2dFcTHUsCT8kC6ErRQBfeOEFkWt+FVPHVQI4jZBOBOnv6WzBSu1eh8NxXrv3QriSBHAq6RhfFOcmm8TGxjI6OnrZI/i+DM/HieLjUlJS0Gg0tLe3CzWoVJ2SslMlAiGJB7xer0jxkCp4GRkZREZGEhERgd1up66ujtHRURYuXIhKpcJgMFBTU4NSqRSq3IULFxIRESF8AqWHG6li4HK5BEGRyWQ0Njby9NNPU11dTTAYRKPR0NfXJ2Lq0tPTxTENZysd0k1leHhYtMQjIiKEvYpkP9Pa2kp7ezstlhbIgpULV5IblktjYyM2m43CwkJMJhMOh4Ps7GxBTKUkj+joaKHg7evrQ6PR8NOf/pTw8HDa29upqakRM49arRa/3y986np6ejh9+rSIjpPivNLT09FlZBDX1YXmtdeY7fHQD3QAmRUVRH7963RarbS2ttLR0cGxY8fo7e3FarUSHh5OIBAgLS2NH/3oR1itVo4dO0ZYWBgzZswgJiaGUCiE0WgURtWvvfYalZWVFBYW0tPTg9lsZvHixTz44IMUFhYik/1/9s48usn7TvcfyZZsy5ZleZH3HWO8gtkCmDWsWSAlTTIJCdmaQDNJ7jTtdDqdztxzMufe3ns703YSSCcLIU3SJKS0SQMNEBqC2cxibLzhfZM3WbYkW5Zt7dL9g76/MWAwJAZmOjzn9JwcKumnV37f3/u83+/3eR45WVlZFBcXiyg6Kf+5rq6Offv20dHRIdp2brebhQsXsnfvXsLDw4mOjqarq4ucnBy+973vXRQ/ZrPZAC7bV44fP86OHTuor68XJuc5OTn85Cc/mXQ+y+/3s3PnTk6ePInb7cZkMonItMmqOn6/n48//piPP/4YhUJBVFQUIyMjLFmy5LKHMimD22azUVhYyKZNm64pC/jIkSN88MEHwH9Y3bzwwgtER0dP+t5PPvmEo0eP4nQ68fl8LFiwgE2bNl30+02koK2srOSdd95BqVTi9XoZHBxk5cqVN9VbdaLWsVQBlWafpYc5QETaSTNr19I6ngrs3LmTFStWMGPGjBu+1l8SbhPAKcREFcCpIIDj273SjX6yWReZTHZTq3CX4ut4410rxs8+er3ei5JNvoki9+viRpl+TxQfp9PpiIqKorOzk5aWFiIiIoiKihJRcBIkdXFPTw+Dg4NMmzZNkCspx1cybnY4HCK+LDc3F51Ox8mTJ3E6neKJHyArK4ugoCB6enoYGhrCbreLucDk5GTcbjfNzc10d3cLNatKpaKnp0coCiXTaI1GQ1xcHIGBgaKaLZlRy+Vympubefvttzl9+jRKpVIQnbi4OBISEmhobaC1oRXcMHvWbP5x0z9itVqpq6tjYGCAzMxMMX+WmJgojLDhAtmMjo4mIyODjIwMoqKiGB4eZtmyZYSGhtLe3k59fT09PT2sWrVKfM+Ojg5aWlrw+Xw4HA7sdjshISGEh4eTm5hIRnU1QU1NmPx+3ECmVsvImjU0qtXo4uOZNm0apaWlHD58mJ6eHlasWIHNZiMgIICMjAwCAgJobW1lw4YNBAQEcObMGXp7e5kxYwYajYagoCA6OzvZt28fdXV1GAwGESV3xx138P3vf/+KNhAymYy4uDjsdju7du1Cr9eLRBRAkHKn00lHR4cgkD/60Y+EQMPn8/
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