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@guyer
Created March 30, 2022 21:36
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FiPy example of using a background variable to produce a Gmsh mesh with different cell sizes
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{
"cells": [
{
"cell_type": "code",
"execution_count": 41,
"id": "bca64b6d-4787-4baa-87c0-d965e2fbf291",
"metadata": {},
"outputs": [],
"source": [
"import fipy as fp\n",
"\n",
"from IPython.display import Image"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "fc6479be-c679-4798-8cfe-993128a3516b",
"metadata": {},
"outputs": [],
"source": [
"geo = \"\"\"\n",
"cellSize = %(cellSize)g;\n",
"\n",
"Point(1) = {0, 0, 0, cellSize};\n",
"Point(2) = {4, 0, 0, cellSize};\n",
"Point(3) = {20, 0, 0, cellSize};\n",
"Point(4) = {20, 10, 0, cellSize};\n",
"Point(5) = {4, 10, 0, cellSize};\n",
"Point(6) = {0, 10, 0, cellSize};\n",
"\n",
"Point(11) = {0, 0, 10, cellSize};\n",
"Point(12) = {4, 0, 10, cellSize};\n",
"Point(13) = {20, 0, 10, cellSize};\n",
"Point(14) = {20, 10, 10, cellSize};\n",
"Point(15) = {4, 10, 10, cellSize};\n",
"Point(16) = {0, 10, 10, cellSize};\n",
"\n",
"Line(1) = {1, 2};\n",
"Line(2) = {2, 3};\n",
"Line(3) = {3, 4};\n",
"Line(4) = {4, 5};\n",
"Line(5) = {5, 6};\n",
"Line(6) = {6, 1};\n",
"Line(7) = {2, 5};\n",
"\n",
"Line(13) = {4, 14};\n",
"Line(16) = {16, 6};\n",
"Line(17) = {5, 15};\n",
"\n",
"Line(21) = {11, 12};\n",
"Line(22) = {12, 13};\n",
"Line(23) = {13, 14};\n",
"Line(24) = {14, 15};\n",
"Line(25) = {15, 16};\n",
"Line(26) = {16, 11};\n",
"Line(27) = {12, 15};\n",
"\n",
"Line(33) = {3, 13};\n",
"Line(36) = {11, 1};\n",
"Line(37) = {2, 12};\n",
"\n",
"Line Loop(1) = {1, 7, 5, 6};\n",
"Line Loop(2) = {2, 3, 4, -7};\n",
"\n",
"Line Loop(11) = {-5, 17, 25, 16};\n",
"Line Loop(12) = {-4, 13, 24, -17};\n",
"\n",
"Line Loop(21) = {21, 27, 25, 26};\n",
"Line Loop(22) = {22, 23, 24, -27};\n",
"\n",
"Line Loop(31) = {1, 37, -21, 36};\n",
"Line Loop(32) = {2, 33, -22, -37};\n",
"\n",
"Line Loop(40) = {-6, -16, 26, 36};\n",
"Line Loop(50) = {7, 17, -27, -37};\n",
"Line Loop(60) = {3, 13, -23, -33};\n",
"\n",
"Plane Surface(1) = {1};\n",
"Plane Surface(2) = {2};\n",
"\n",
"Plane Surface(11) = {11};\n",
"Plane Surface(12) = {12};\n",
"\n",
"Plane Surface(21) = {21};\n",
"Plane Surface(22) = {22};\n",
"\n",
"Plane Surface(31) = {31};\n",
"Plane Surface(32) = {32};\n",
"\n",
"Plane Surface(40) = {40};\n",
"Plane Surface(50) = {50};\n",
"Plane Surface(60) = {60};\n",
"\n",
"Surface Loop(1) = {1, 11, 21, 31, 40, 50};\n",
"Surface Loop(2) = {2, 12, 22, 32, 50, 60};\n",
"\n",
"Volume(1) = {1};\n",
"Volume(2) = {2};\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "71e9ecf7-b895-4be7-96d8-b7effba82e9b",
"metadata": {},
"outputs": [],
"source": [
"mesh1 = fp.Gmsh3D(geo % {\"cellSize\": 1.})"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "e934f115-3e77-4afb-8ae0-e6381f913259",
"metadata": {},
"outputs": [],
"source": [
"var1 = fp.CellVariable(mesh=mesh1, value=mesh1.x * mesh1.y * mesh1.z)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "fa49d1dc-cf02-4abb-8595-1334cb2b8956",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"qt.qpa.window: <QNSWindow: 0x1115d29b0; contentView=<QNSView: 0x1115d25a0; QCocoaWindow(0x60000097c420, window=QWidgetWindow(0x600001a77ea0, name=\"TVTK Scene 1Window\"))>> has active key-value observers (KVO)! These will stop working now that the window is recreated, and will result in exceptions when the observers are removed. Break in QCocoaWindow::recreateWindowIfNeeded to debug.\n"
]
}
],
"source": [
"vw = fp.Viewer(vars=var1)"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "351ad9f3-dfb2-45b9-aaf2-d89d3d4fab08",
"metadata": {},
"outputs": [
{
"data": {
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q5TvuuKOuro6I9u/f71QcZ2RkbNy4ccuWLULpiKiysrKysnL16tW7d+925jJxEMFkX1/f6Oioe/2yZcuIaHx83G14TktHj0Hu3LmztrZWDNBz6NAhTi02pBAAAAAAcw4hXsSoPj558uTY2Ni8efPKy8vFbCsTExP/+7//K8bNdlNQUPClL32JiLq6upxxbYjo4YcfXrt2LRF1d3efOnVqbGxs0aJFjY2Nubm527dv3717NxHV1taWlZWJ8vX19UQ0Ojq6Zs0asaa9vb2rq8uZJNqJCSl+IlNTU+6hZwoLC5uamsRyf3+/e8YUBZBCAAAAAMw5RFI4MjLiBIFSKisrn3zyyXnz5rlXxmKxBx988D//8z89hb/yla+Iat9XXnnF8bZVq1YJIzx48ODevXudwtu2bVu3bl1tbW1hYeHg4ODWrVuXLl3q3lpVVdUjjzwiln/9618PDg4WFxcTkWck6pqaGiLq6upyTzBYVFTU2dlZXl4ei8WKi4uffPLJn/3sZ6QDUggAAACAOYcI2NR1xxkZGTt27CgsLJyYmHjzzTePHj1aUlLyxBNPFBUV1dfX19TUuP2ssbFx9erVRHTkyJHW1laxMhaLiX4eQ0ND3d3dTvJHRE7VcGVl5eDgoJNcSmlvb3cKuHealZVVUVFBvrzz0qVLP/nJT4qLi5966qni4uK6urqysjL0PgYAAAAASKCgoEA0tlPXHd96662VlZVEdODAgT/+8Y9EdP369Q8//FCMcSgGnRFkZWUJ+RseHn7zzTed9Y2NjaJYQUHB9u3bSYboIPL9739fPFy7dq0o+YMf/MCdYi5fvlwsuI95wYIFop2i9ET6+/uPHj26adMmSjzaICCFAAAAAJhbMHuZiC4jRHTixAlnpWNX7sFiNm3aJFoEvv322+4OxaINooLJyUnPNHTi2MSsLe71TocSd5eRhoYGsXD27NmHHnooJyfn6tWrr7/+ulOgpKSEiCYnJ7VNJwlSCAAAAABr/inl50X7Z9kROlWxaimcmpoSC2VlZWLyktLS0s9//vNEdOHCBTEvHxFVVFSIIQ8vXbr00UcfubcwODgoFg4cOLBv3z5nfWlpaX5+PhFduXLF08VYHJvf4Zx+LeXl5QMDA0SUn5+/fv16Iurr6+vo6FiyZElJScn4+PjBgwfF/MuLFi1atWoVEZ05c8bfLcYPpBAAAAAAcwuRxnl67Obn5wu3O3/+vBjq7+LFi+KpRx555NixY6Ojo7fffntOTs7Y2Nhvf/tb5w8ffPDBWCw2NTX1yiuvOB4pOHfu3MjISE5OzubNmxcvXnzhwoXx8fGamhrRNbinp0d0PXbT19d3/Pjxs2fPetY7mrhjx47Dhw9nZGSsXbt2/vz5RPTqq68SUWtra0lJSVZW1lNPPXXs2LGSkpLVq1eLmVfcMywrgBQCAAAAwJbFugIpiUjjent73dMBL1y4UIwC7QwceOLEidbW1oaGhuzsbBEQEtHQ0NCLL77olLn99ttFHe6HH37orlB2Cr/wwguPP/54LBarr68XY80Izp07t2fPHidudAgSuKNHj65fv766ujo/P1/MmEJE4+Pjr7322unTp4no7bffbmpqysvLq6iocCYx7u/v37NnD2eQQoIUAgAAAGBOEYvFRI9dT92xtHvvf//3f99777233nprUVFRV1dXa2vrO++8c/36dfFsXl7eX/zFXxDR0NCQe7gZN6dOnfrRj360efPmurq60tLSoaGh9vb2jz/++NSpU55YUc3k5OQzzzyzefPmW265paSkpK+v7/Lly++++66o1yaigYGBn/70p1u3bm1oaMjNzW1vb29ra3vnnXc81dMKMppTvjUAAAAAAFKTf/pNs67IDPPPjzbrioAbZOoKAAAAAACA9AfVxwAAAACwRTPiCphNICkEAIC5yL807/qX5l26UgCAOQSSQgAAmFu4XVAs/9/m54KLAwDmCpBCAACYKwRFg8562CEAcxlIIQAApD/MmmIEh8CYHF0BMHuAFAIAQNrCdEEPCA4BmJtACgEAIA2x00EPCA6BHiSFaQSkEAAA0opIdNANgkMA5giQQgAASBMi10EPCA6BBCSFaQSkEAAAZjfJdkEPCA5BAvN0BcDsAVIIAACzlWnWQQ8IDgFIMyCFAAAw+5hZHXSD4HCuU6ArAGYPkEIAAJhNRKiDE3U3FmKfKcvxQHAIwGwHUggAALOACF2QXDrofhihGhLsEIBZCKQQAABSmmh1kHxG6FkfiRoSgkMAZiGQQgAASFGad++KStEcgozQUyCq/f5L866JOop9BjtMX9D7OI2AFAIAQMohYrZYgMPZGZtWB92YqqF24wgOAUh9IIUAAJAqMGuKLUxRK21SPGpotxE3aHGYhiApTCMghQAAMPME6WDsM66K+YsJmfOuNx9AZGI5UR4REXVrSkqR2iqCQwBSEEghAADMJMx00IKJ210PrgcW05MXX6ggIks1lILgMB2AR6QReDMBAGBmYOogPyy8QYVspRC7MGro4GyfYYfMVokIDgFIBSCFAAAwrTBd0BipC3pwMj++HeZRIAgOAaFNYVoBKQQAgGkiKTrIcUE/MxQcMkFwCMCMACkEAICk4+hgUHcQNfIaZDsddGMRHCrwBYecU6PgTs3Nu2+8aM1/DTtMYXJ1BcDsAVIIAABJxJMO+vXOeHyZ8C7oJyg4VNQdBxEQHJo1i0xE2CHUEIBkAykEAIDoUdQUczqOJCUX1BImOMzxramliVqii5KydiA4BCDZQAoBACBKOA0HOV54E0cH3eI1IikYGe7g0G97RtQSUZRqSAgOAUgakEIAAIgGjg466L1QHQ0mSRDn+5ZH5QXNSJoaEuxwxkl9jxjXFQBxUv/NBACAVMdIBx0i6z7iCKKFHbotUEp2fCG8HdbGF5Jgh1BDAMIDKQQAAEvsXNBNwkx0FjroQRsfahVQgbDD8GpICA7Ti9T3CCSFbFL/zQQAgJSjefcuqiByzyMXhhyrkE+NEMT5RPOIBjVlDUhtNaQCav7FrthJjHEIgA2QQgAAMMBJpCIjx/U/RWSHnkSwML4QlR1GXqdsp4YFgc9gcpTpI6YrAGYPkEIAAGARvQ6SrG+vtR0GVQ2PuSYic+yQIhLEqIJDjhoGK6ACTI4CAB9IIQAAqEiKCwrUo72IZ9VqGKaNYISCGK0aEtFFSwUMAsFhEoFHpBF4MwEAQE4SdZB0RujgDg5HXC0Fo4UjiO4yUkQeeU1TSs881wleUBW0AMEhAAoghQAA4CW5OkhsI3Qoiy/Ms7Iudw2ylgXxBYsdEVE+Edn+7TzXwhgRES1yPRudICI4jBLTDzNIYSCFAABwk6TrIAXfRMtIg3Cm/PhDO/FSkE8J5JvswiOdRn9LMmd1vNAhCYKI4BAAN5BCAACYFhcU5DDkj4mRHarDQo8OetZrty/dMvNvySTFdIhUEBEcAiCAFAIA5jQ3dNDdrWEooKg1Tgu5UiLyBWDhcSsdR8I8BBmhp0DQltVKF+Zv/WGhFBNBnFivehaTo9iAIWnSCEghAGCOkpAODrm80NPv1cIR1R1BHBPiGI8DM04zig+1OuhGWiPMPyrP3zL/kOmFDouIiCYWEQ3oSgaDyVHAnAVSCACYc8gri4cChkHhhIh23YGFGBlJDx+/HbprkI100IFfI+zH/bdMIwyDeEdCqCEhOGSCpDCNgBQCAOYKETQcdAtijeHwfqUB65OqhpTof2O2Ougmn+F2QU8Vx287VwMK+DENC93MN/HCgKGzERyCuQOkEACQ/nB1MCgs9NNIRPGh+4zUMAi7OmUtnk4t4pI/LCloRh5RlolvOTj3nCLXSq0ghvRCsjpUHwgO5cAj0gi8mQCAdIarg0Y0Jj7kqGFQTOhHGhwy61vV/Zqd630uEYVTQ7GpqHzLSBDtiOpQERyCtAZSCABITyx1UB0WenTQDUcN+WjrlMOPa2Othp77htOeMgrlChTEMGGhg0INA+qOFSA4vAHaFKYRkEIAQFph6YIcFEbokAw1pCgUMOhin2vlhVK0aZzpDccRRGGHkXghGTY01IHgEKQTpt9RAABIUW7qYEXiE92+omqkYSHHCB0KE72QWXccZH7u6Y+TgVFkqL1paNXQgiKivPhyb3zBrhO0IMxBej5dceZucJitKwBmD9rvNwAApDqadNB/FzfSRCMddFBEhtaxn7BDCzXkXOk5asjZjiCMdeWRirK4FzK7USvcUXuQAf6nAMEhmNXwv+IAAJByyHWwW3c7lz7rNkUnLDQ1Qv/0waVE4/KyLPwTJSc1OFSoocXtQmtdav8LQli1Exmq0bpjPlGb7gNjzhyyQ7QpTCMsvuUAADDDJKXhoF8LlkpK2SAutGHUUAozOLS4zHNSQz7ziQqsJoZRY6SGQQgrXU50Pb6mLbCsHXO3WhnMQiyuFgAAMGMkRQc91BORK8QKI3Pu1oQWauiPCf0w1dACtxoG3SuYwzqSq9I8pMZ5KLPdoCekzIt7Yb1rZXSCOIeCQzCbgRQCAGYHZjqorUH247YBNxYypyDarTkEqWGYa3xR/P9s29aBDm67jSThc2O6QX6ddRIEEcEhSGXCXDAAAGA6MNNBU4Jc0IOFzCk6HXO2xokJPZg2N3QPCqhG2zrQFFOT08KJDNU6mOeqRPYTqSCmVXCINoVpBKQQAJCipIQLeuDIHJ9ot+ZG2CG/bleBe8AROzVU2G20dcpq0eQEhGovdIhOEBEcgpQCUggASDmaf7GLiKgg4EbOHFBGWoNs54IeODLHHJuQArZmFBMGyZ/wudGAZ62JdgoTQYTBoX9THB10YHqhQxSfqBsfeKLmnbPQDmdnUtjU1LRz507n4e7duy9eZE1rU1hY+Nd//dfFxcUTExP/9V//1dZ282fBkiVL7rrrrgULFuTn5/f29h49evT999+fmJhQbM0a7b7Kysq2bt26aNGi7Ozstra2N954o7dX/wWDFAIAUgjn7qgiqLGgQhZN79wcjVCoId8IHTiiaZT8ZfsWLOxQPS4xJzg0stsIg0NRm8x5H8MjJp4RfdXPqArKcTmo+PzPSjWcbVRVVbkfdnZ2BpV0M2/evJ07dxYXFxPRnj173Eb40EMPfe5zn3MeVldXV1dX19XVPf/885INhUO7r6amph07dmRl3XC85cuXV1VV/fjHPx4b00wKBCkEAKQEch28bnJf98vicsPUxwKOzPERW+M39TMiqcFhhKkh8YJDrSK7729Gh8cPC+eRF2s1dDHLgsPZmRR2d3cfOHBg3bp1ubm5vb29WlsiooyMjEceeWThwoVE9NZbb/35z392nrr33nuFpXV3d3/66adlZWXLly+PxWIrV66sra1lZpBMtPvKy8t79NFHs7Kyrl27duTIkaampvLy8pKSkoaGhtOnT6s3DikEAMwkrGjQguXxBb9gXfWtCY9bDbUxobZbtHNhtp7JTZHw8dXQaPoyqRoaxYQOzn6ricjQ54KYf3ORtUGOF/qN0GFpWC8UIDhMHidOnDh58uQ999xDRO3t7briRET333//rbfeSkQffvjhu+++66zPy8vbvHkzEbW1tT377LOTk5Oi8N13301E1dXVFlLY0NDwxBNPENFzzz136dIlZz1nX3V1deJPDh061NLS0tvb+8ADDxBRTo7+CwkpBADMDFwdNAoLyaWDgjHfzdujiRE6origap1PjfuqLGbjsFZDBdo6ZSMjdGA2NzTaOHObfEwF0Y9CBx2YkaFWPVM/OOS8GilJRUVFLBYjoo6ODl1ZuvPOOzds2EBELS0tr776qvupVatWZWZmEtHevXuFpRFRW1ubEDV3BllVVXXXXXctWbKkoKCgr6+vtbV1//79Q0OSgd2rq6tzc3OJqLs7oVkMZ18tLS0tLS3iqczMTCGyRHThwgXSASkEAEw3XB00xaODTBRRYq3vKS1GusPEVA2NjoEfHBoh2mvxj5lDMuqpFcYpDQtNBSiiyFCA4DBanDi8yuUAACAASURBVGaFWilcunTpV7/6VbFcU1Pzve99r7Oz87XXXvvss8+IaNmyZUQ0Pj7utq7S0htVBsLqMjIyNm7cuGXLFqF0RFRZWVlZWbl69erdu3f39PRQItXV1UTU19c3Oprw5eTsy2Hnzp21tbUFBQVEdOjQoatX9b+AIYUAgOnDUge1YaFaB/1hoYJyonKrZlJGKhaE4pJsqoZGeNSQcy7aOYUpOcecDDWkgPjQ7YX8j5AHZmTIJuWCQ4svS2ogxIt01cfFxcWPPvpoRkaGeFhYWEhEtbW1u3bt+uEPfzg0NCS209nZ6UR3FN/41NSU6MLy8MMPr127loi6u7tPnTo1Nja2aNGixsbG3Nzc7du37969W2yzrOxGZ6v6+noiGh0dXbNmjVjT3t7e1dXF2ZegsLCwqalJLPf39+/fv58YQAoBANOBpQ5qsUsHpZS7licMb3Uci9LCuR5rNSvMkXjUkKN9HLTHbEHkdcpu3IJIEfUikkaGjLpjBQgOQyKSwpGRkf7+fkWxr33ta3l5eUR08eLFY8eOZWZm3n333QUFBdnZ2bfffvvhw4dFZ+TLly+7/6qmpoaIurq6xsfHV61aJYzw4MGDe/fudcps27Zt3bp1tbW1hYWFg4ODW7duXbo0YcL1qqqqRx55RCz/+te/Hhwc1O7LWVlUVNTZ2VleXh6LxYqLi5988smf/exnpINzEQIAAEtuuGAjUaPvubO+NQr8YWGSdNCB74VhPMwOR9fCm1ahb43TGD2csniJ8JjdRB4cevoJiT7OUmcw3WkkkWGJd0Xz73bRFSLYoTkiYFPXHdfV1QlRO3Xq1C9/+UuRz3V2dv7VX/0VEVVUVDhxo1vUsrKyKioqiKi9vT0Wi4l+HkNDQ93d3U7yR0RO1XBlZeXg4KCzKSnt7e3afbnLX7p06Sc/+UlxcfFTTz1VXFxcV1dXVlamHaoQUggASAoJ0eBZmRT61ziofdFCB4NqkKU66KD1wgh10O5i7AnhFMfjlz8twsKjVUNKpeBQ20/coVjmhZ5A0UPQkTDV0Cd/WhAcGlFQUCAa26nrjletWiUW3n77bafG1qmlvXr1qkjpKHE7CxYsEG0H29vbGxsbRdBYUFCwfft2kiE6iHz/+98XD9euXStK/uAHP3CnmMuX37j2Be2LfPT39x89enTTpk1EJA5Djd11CAAAAomgpjjIFyMcwE+tgw4KL4zQCEPi1iwL+VMzi9SQXMGhZ/Znvv+5cTfxLyaigMhQiloZlxIdIyIb+fNyJeHRDLQ4ZAbqKQazl4kI4SixD4cYqpCILl26JHp+EJG7G0dDQ4NYOHv27JIlS0jJ5OSkZ+hscWzDw8Oeem2nQ0nQvh566KGcnJyrV6++/vrrToGSkhIimpyc5Iy8AykEAESGSgelYSETR+CYVyypwThhIVMHHaReGK0RMs/Lj3sA5wVEFHqEnaCBzJyIIVo7jLxOOd/1v1FqyMRUDYMoJdoUb614QlPWDgSHapyqWLUUOhPH1dTUiOEG8/Ly7rvvPiLq7u5uaWlxnK+8vHxgYICI8vPz169fT0R9fX0dHR2VlZWiwIEDB/bt2+dsubS0ND8/n4iuXLni6WIsjs3vcM7BBO1ryZIlJSUl4+PjBw8evHbtGhEtWrRIhJ1nzpzhTLhnfSkCAIAbRBANBmEqcIKgShJ3ix0jufF44UwZoXYOD3KFqSHtMIgZDw753V/s6pQ5SGuTmfjf7hXxhSTY4XQEh5m6AimJSOM8PXbz8/PFcNbnz58XQ/2dP39eVNp+4xvfOHz4cCwWW7169fz584no9ddfd8dvO3bsOHz4cEZGxtq1a0UBMZzhuXPnRkZGcnJyNm/evHjx4gsXLoyPj9fU1IiuwT09PaLrsZu+vr7jx4+fPettRqPdV2tra0lJSVZW1lNPPXXs2LGSkpLVq1dnZmYODw+//PLLxIB/NQIAAC9mOmgUFkp1cNzqolUZX3C7nb51TaL6iL+NVgfVcBRQgbBDIzXUz3cQJ9lqyDc/DnadUdRjN1pEhv6PblZi1+bk22FS1HB2Vh+LNM4zwd3ChQvFKNDOwIEffPDB6tWra2tr8/PzN27cKFZOTk7+7ne/E1PGHT16dP369dXV1e4C4+Pjr732migwNDT0wgsvPP7447FYrL6+Xow1Izh37tyePXuGh4cpkSCB0+7r7bffbmpqysvLq6io2LJliyjQ39+/Z88eziCFRBRz/gwAAPg0/2LX/mO36Ur54DTtKlc6gVEsUelTK6M/n+f6V0yUS5RDlM34xx8L2hGFAt9GjAgyyByiHF8DuyBMhdt5cewGbSkhypX9KyHKJ8qPWjrFS8F/a/RVbUS5vNc2K/iDd3OwOReV8X8JQxEH4DUKFfuP3Sb+bVlzVFeWy5al+3VFZpjfn93iWROLxb785S9nZGScP3/++PHjzvqVK1c2NjYS0e9///vBwUEimpqaOnLkSGZmZk5OTm5u7uDg4IkTJ1588UVnypCpqSkxTk1ubm52dnZPT8/p06dffPFF9yzDPT09R48ezcnJycrKysnJGRgYaG1tfeutt/bt2zcywvkA3UC7r9HR0T//+c/5+fm5ubkZGRkXL1785JNPfvOb32g7HTtkNDc368oAAMBNzNJBP4qwkFNZzBSXSpJjkWp4DNVIK9U4isz6Da+EGSsqdsSPCYPwO5xdLwrPe+Sd6yEitMEhXx8pODLkfFw5Sq3IDhM7mhgRSXD4T19t1hWZYf751WZdEXADzgcWAACo+Re7bnRlEP8n9JYLDUcHBdoa5CAdFGhHmXEjDSwno/BCT2Lq7lUdXhAVWNQpa8lxLeSaBVcsxGcjcjVU1ykbGSHJWhlGe3eNvGa5hIgwxiHwEu3HFgCQhtyMBjvjRkiuBT9qX3S3LOS7IAe1DhoRbZs2N9oK9GT3FCFbNdRGibmu/63VMEjZnY9KtHZo19xQitPKMKn3VWGHfDXkhbWhWhzyf2WBlCepH14AwOzGsqY4yBfdsjirddAuLNTqoAd+fMisO/bgtk+38Gnlj0NufMHaDoNIRnDo6afMiQmDPnJCDS8FPCsli1eD7EYaHPL8L4EZH+MQpBiQQgCAhEAd7FRmhGrEHyrmI2EKhFODbOeC0hpkjgu6MfJCUx30wxdEDh6JLCDKDJ2W5ZKckMFhEMlQQyKaT1RENKgrpmWha9lIEI3IIbqdiIhGTLJDh+DGiKGCQzCbgRQCAG5iGQ0y0U5PFyQWHoZtdVCKqQ4aEV4H/agF0SI1FHYbYUWqH6YamlZEhqlTVsyOE+2AO44gKuyQHxYG5biRNzpEcDgngRQCAIiMdNAiLNTqIJ8ioiJ2Fad6tIeQOqgOC5Ohg37EcNzSYU2YeE4heQM+00zUKYeZFzHySVw4dhgE8wNPbDs06bOsCQ75kTlIeSCFAMx1DHTQgmh10IE5vnHQrbQiPuUdWYVMDkFeOA1G6D59cQwWaqi4nRsFh8yI14EZHDLJdy1kEvWpyurxD08YbXBIAZXL0rCQ6YLSoSgVXVJMjNABweFcAFIIwNzFXge1YWGELkjh8h4PFb41ii4vFr44zTroJtPKC9UYqaEpHjVU1x1zfgMInLcgpB16iFwNBf74kCmCTJjBoQne4BBJYRoBKQRgzmHvghxSUwf9LjjmCguD4PiiExbOoA46GHkh/16uVkPTmNCD8+djjBM0QrwjyVBDitoO84iWEhFRf9QH7ODY4XuqUnycy8g/bW9WFgSzCUghAHOIG9dxachnOhi1PyycLTrowPHCINy+WOhSsWuSshHAtyVmVTLfCB2iSg3V72wY2VJU5UduWiGDQ8XU2+5fF/zD5k9muIGIO+eZjoWNlKmLeMGsAlIIwJwgIR2UVv5yBhcMIkId5LugtlmhQgejotC3RnpIYUyRr4NujCJDIzw9URQxIf+tdBNStoJg1ilz5jt2wz9ahQUqYB62KWVEFEINJ8epoI76j9NnY3SK6P/oyoPZA6QQgDQnbGWxWhZnRAe18HXQLiz0u6BawuxM0U4HHRSRoUVM6EfYoZ3raOHLlinJCA6ldcrRvjJ28aGaMisvLGqkHKJhoqz5dIqIrL5BIFWBFAKQnmhcUNtTRMsWImK0JxvSFaAZ0kE7/DroYBrOBTmfNgE1wn9UdkY4nyQ49YbMiktTjBrwGZ1X5GpYEP8/06p/koN/DmU/QfEhvwbZwcgLSxqp9SWaHHOva/7G/wYVB7MRSCEA6UbYaFDNSl0BD+qxlOviC5dVpQJx+5O1DjLDQoUORkVJ/H91JaZpqz63F2rNSSp/WkSHWVMj4ZOk4NC0cpY5MHiSZlvxE0l8yK9Knk8031U1cCq+oP1QgdkDpBCA9CG1dFCNkI/++FyxNaqyXjwGaa2DDmov5OugaVjo4Jm1Nqb0Qqa3ud1RWpXM3E4Q/u4FFkmVEUlSQ0oMDpnmpyXMbCsWlBIVuiboa1eVlRAUGU5NUGYOTVwnImo9KSsB0gpIIQDpgI0O8muQk6GDYRAGKTJCv5pENSQymeigNR4djBDP62xUFaslqMNpsiNDiuhEpBX0zspoNW4agsNC14LwwmpZMbUpSr1w8S3UT9Tr08FTBNISSCEAsxgbFzRCq4PDjGaFgvAu6OC+o0/4BCXoeNSy6AkLrXWQHxaqdVAdFhrh6fEQiVSpmQY1pMTgMKgG0651ZjI0jr9NTrNCB/8H1Z0XetCaolOVnLuArl0kIjqHdHBuASkEYFbS/MkuOqYrpEURFmp1kE+SdNAUpixa66CD1guZ6WB4L1R3gLW2Q+a4dNOphsxDMiIZ9b8RbjP8B1XgN8VqosFCOu8vGscTE6JNYRoBKQRgltH8YjwdXB1QIowsRuiCxNNBp1mhGoUO+sNCIxxZLEncjnbIGAuYOhgS08FQ3OVNBVFLMtTQPxGc4yWjvqfCww/5+HrE36YHjgsqwkIVk1S5jFrfp+vFdDk4IETFcVoDKQRg1nBTB9UYyaITFk6/DjLhpIMhvdBxNfd2FEPGaPGHhXY6aBoWmuqgH218aPc6h1FDo7mAs4loptWQj1FwyNFBB1MvnL+Acgopjyi3mP/D4MZ4NHYfCZCSQAoBSHW4LqglSBZD9t71NCucZh0Mg52omY5EbbcXB6YXhtdBD1o7tICphkYWKCXZakg8jePjMU5Ps0IjHTSloIJa3/OMPhgIYsJ0B1IIQOqi0cEzREtVz+sRzYmY92DtMNQzq4NGYaFC1Iy24+A/YDEiNydWDEnkOujBbYcWr4wfjxoyP34WJE8NKZnBoXubYXSQGRbeUkQDi28+tBjvkF9pDlIeSCEAqUhk6WAQ0n6IaoLGbytLvHV1BxRT4G5WaKGDRoTM7Ti4J2hRnA7fF6VhYbJd0MP8uPTzD1tNefykrmgKhiU7vpAMO4wkOPR8SMRD0ajDblB3h0AvnKL51dT/GRHRYXb/YsSEcwBIIQCphZkOmoaFUhccsU1rymQr+ZXRbn2MxAXVIR9fB+3CQjKcr8+ozaLbC6dTByNMfx2cExcn5X5f7ASRmVQlOzjMt4rZpGQS5RFdlw3qHlITBWuW0pBs4Bvn+Gt8O1IYITwijcCbCUBKYOaCFlhEgwo8OjhoVc8l9FFkhH4rjer+SiY6aI2RDqoJksWBadRBhQvmhwgL/afmCUHDC6KW8Gqo+AETfkplt+DmyRp0mmqiOyzMzqfRIRofoSPsdBDMMSCFAMwws1sHw+AeicafVrrndXWjvuN6Qj5rHeSHhRHqoIIioiLZ8IfRmhMzF7TzQtMwOKmCyKlTNj1gB2s19EeeUi/0IJ0i0m2KwguXNNJ8omPnKZP5yXahrjg23x5IWSCFAMwYze/ssmmB50FRgzwrdNAUqSz6b8DWOuig9cJp0EHtLqSnaapQTBd0Y+SFarvidK9OniBmExWZnAsfUzVkVoIz8ZjiyTE6o0sH+YdKRM54NCC9gBQCMAPcSAcrAlrghTfF2aiD1k0bKdEU57vurwOSshGgdbXwSHehnStFwDRFCxd0w/FCZtjG8UIHpiDy36OpxBnzooWphgoj5ISFCsbHiIgqQlxV0L9kLgEpBGD68NYUdwdIYVBfDe1l3doFpUIWoQtSuHSQid9ygryHKYv+sJCvGtaod8H0Qj9ul8qNbySMbahh6mBISuJjZKontmaSjKEZBWo11GaE1l4ojJAzk7JWWxVojx/MHiCFAEwH0TQcDJLFM0T3BDxlh4UOKvqa8HXQOiz0yN+k7kZlIYszroOR4JkAWtpzhe8fQWGhhREahYUC97nk2nrhlGxlkoLDUpl7MY3K1AvHfYNR24WFiAnnGJBCAJJLNDqoYC0R6Vq/EaOmT2Chg0HwXdCakBWgfqQbnIbLpJEO2oWFHh3MJJqSKVEGUb5sfZCReLzQQgcd+F7oORf3Sjs1lJIMNfREhkwjNMKvg1qCYkKmESbjLMAMMQ1XOwDmKCwdDKpB5rBWV8CN9m59CxERdWpKsQijg8ywUKuD2rCQg6hyDdrO1YD1RhjpoB1ShSKijPiCWwGlmkjxz8+Ua81UXJiEF2o/YJEQdC7uAnwvlMaEHpKkhvlEI0S9upJutGGhVAfddcdGYWENWwpBGgEpBCBiWC4YEiMd1OJOBxcElpLgN8gwOshEq4MO1l7o6agRtJ0gn2PKYhgdZIaFWoVyk3FzUaKJ7mcpvkaIYDa784cWRVjIPxemF3KM0CGS5oZ+b3Z/9TiCqPBCi4BQzRFlF373u2z3LQMpCaQQgMhIug4qXFA7fooU9z2pxzVnFxO3QQrFcbdR49zkpASFhXwdtCb8QDbEkMUwOsiEqVAZRFMBwke+XNDBWe+M9ucm6DVkyqLfC5nn4ibyqmQH0+BQEaDmuCaAJl/LjaCvj98LjXTQHxb6647dRyXlCsajSVsghQBEQCgd5NQgJy8aDE+Q4kj3YmeK1jrIDwvVOsjfjoIimSIw23r6CQoLTRUqgxc6Chx9lOqgGgtZND0XD4rI0Cgm9KNWw0hq0jmOqNVBTr9jDwwj9AKPSCPwZgIQilA6yGF26eB13VRsQQfguec5YaG1DvJhpoMhvTBIFILWW8iitUL5k0I/YXRQjfT1n4go50teZEiJdcqRiKACzxenVaeDCtxhoTsm1OogmANACgGw4YYL1phPRSpFGhbOLh0Mif/wxC6caVutUcgcUwdDYqcL0r/ymKITFlrroCDD1xPZX2UcVFkcOZxuRqaS54kMrWNC6bFlxu3Q9KgsGBulkWHKydN3OiHDmJBphNJYN8yPJZBiQAoBMCMhGrwsk0LtVKRqonVBSnkd9CPSQdHWTTr2YXhTtNNB07DQTgcV+Dc4j4gYfqAlI7gF4UzpoGLGFLUES+WMHxlyrFQKfxcOOWwbEzx4K30ySa0tunI6PC0LmcfAbBUKZjOQQgC4hKoplpoiJcpiSB309zUx1UFFXxO+C2prkBUwK4uDRskOkkW3zNnpoCmR66Afx10mQ49B7cbT13hGdDAkamW8Hunu/D8SnL0b2aGa6kV04SwR0csnicLNPuKmL1gHP/WtgRHODSCFAOgJpYNqhCzeFvxdtGhbZuqCavg6GAapDko7xipQx4qR6KA6LJwGFySf0wT1ODE1Rc92UkEHOdMr88knynd1bQ6vVurY2CI4lLKxkXKJLvjWq2uQtXXHFUTtujJg7gEpBCAQlgtKa5D53BZfGA/4OjI9Q9w7U0QH+WEhMxoMQ2GADkZoG8R+m0ISPuIKel+EXggvDL8XDsy9ROKF7nfHGfKmNL4mvB0q0KphUA3yxDgtXEwtn9C+k7KnwyHqjvmV14kxoXc8GqM2FSC1gRQCIIGlg2G4jSKmlogYQ9tc0hUQWOsgH6YOmoaFHhTpoHW3X09YmAo6yBzLWoGQxZyhhJd7KDnnxtRBhzBeyDmD0puLBoJoZEJaNfRQ10ilRENEeb70232EQWGhOiYURii2w/FCVBzPJSCFACQw+3TQfUvTslBXQGSNQ5pSehRhIVMHQ2JdWczp9ivgCEd4TBXKjhznLXdpeIHstMOY4vSci0BxmIp5U5jxoZEROnCaGy5ppLdeprExOhdcJgz8ae4EHCO0ezVASgIpBOAGydXByF2QDHVQi7AoEYMVyAqEN0U7HTQNC611UIHHMJyH/OzHAiOFsg4Lc/zvq/IVl5oi6WTR6Fz8GIWFIaz1Jkw7tEMRHDYRnbpF9kQAnLFpBEE6yAkLwZwBUgjmOhG4oLpZ4XTqIGdyFD9Mi5KaIgXLojsstNNBU5gnEgaPcEg7uoY3RTuFMvVCiQ6GIChWtDsXP1ovNHJBRVjowW+HUQVjjhrmEC1rpD+dJIr3Lw6CY6jSumN1QOjxQqfrMScmpOheEJACQArB3KX5xV03R5/mjyPIJ3IdjDYapACLMh2NTx0rRqKD2rBw+nVQQdCQKBxZjEqh1Oh1UPuKcxihAuEavo/IuFXf5iAv5L81YRDfvshztWKisTEzmzfFb4R+ufSfF9MIQXoBKQRzEUk6qIj6TH0xchek6dLBCCmIDxDjNiRmPZcRyT4Ris451LFiJDqoDQv1OhgJOm/KGpWvN5XFqN4aLe53JyovLK+g9stERP1EnSG6GCtqkI1aELrPy8gIPcOjgtkMpBDMLWwqizm+KGqQQ+qgdFSaGdFB07DQQ9Dg0urxUNT4oyvOiYRkGpwjlyhrgIi8t9axqPdtrIN2YaFUl4aCGx8kIpVFtyk6YWH4l4dZgyyV9fBeuKKRiKj98s3a3lxdlmxad2xkhALGeXnHowHpBaQQzAkCXVDdHFCLM/Q0yUwo5GxsM6KDIfG/CMO6GSbIcJjlaTgLisI5ONzQQRnzZBWlHFP0h4XGOuhg5IVqm2B7oR+PKRb13xhZe7xYWjwy1Nktw58kTE3RiqV06AM6OnZzpbMdrRcG4Q8LLYxQkGMYExJN8D8jIOWBFII0xyYa5KOOBoMCM9L5Yhgd9Pc1sbMo07BQcbJ2+E2xjCiL6KqkbJQwvCsCJDron6bQh9QUySeLjhfa66ARFnJkR2IfiixZlwojUwwKC5lV+aIY/+zLyqmggDKI5scHAvWfgbUXUnxrWh1UJ44jRCXGXgjSBkghSFtmUge1BCnUsvjCxYACRtjpoClaHeSEhWrcM7VIB9aOxBRnTAcdGF4oRSKLA4w3hoM6LOQLEYUKC732NBo4DV8YU2S6oAdOZFhURIc/ogZXOqhA6oWcumNiGKGakXjXY3HpgBrOPSCFIA2ZGR0cDHcX9sR7tfJSXoLcMUV0MDyeifuCJgMMmoKFKYszr4MR4pyzNI62eM+kXqj1ICkWXhg0O0ewF/rxm6KjiSIstNNBB60X1lZQXyNNJtbrK+YdscgLc6IwQg9Qw7kHpBCkD5YuyGxWGDIaVODWwSuGPud3xxLX1zpk5aGiBtlULSzCwkjmcdbGiimng7ZhIZFPgaUyF9RwwegdtTNCU9STtYXjpiYOUZbHU3mxoge/F05N0cJaamslIjpq3rmY6YWOZ14nWkDUqSqrQvGW6tQwqcPpgGkGUgjSAUsdZJIkHbQYZVqLuHw7cZrpcNMcjOTBDrUOBoWFfG6Yok/UxiMZUzERAx0MAzMRVaCOFR2/DK+DnLCQqYMmYaGEIdeC+5AUe1f6oscLVy4lImoLKMw5RccL/XXHHhG7Hj8brRdKq6E576pODUF6EPLiCsAMAx28gVG+yJ/Fzh0WzrgORkaAqEkFztoU7XXQKCxU66BR92E/blO87jqqkB8FhRdyXMmNnRf6P+scVSXd4RXfqIYej9HAgCod5J+lJy/khHJaL/TAMcI40vFoOAcFZguQQjBbaf7dLirz1fyaDjQtxdoFtc0KOTpoWoMsLWwRpylMMaQDCNQ1yEY6aHF2NzAXNQtTtNdBB44Xhk8HmfgHB4qqtaIbviiFQRGSM71QQT8R0dgYzaulefN0hdnk6rTL//4wvdCvg5+SioCYcJZKYVNT086dO52Hu3fvvnhR07+vrKxs69atixYtys7Obmtre+ONN3p7e40KRMiSJUvuuuuuBQsW5Ofn9/b2Hj169P3335+YuNmd3u5gLK+sAMwUzb9TRoOcgaYVWOugFo4OmmLkjnZUE5FsqroO3xprjHTQnvCi5iIC7QuDkQ6GCQs9uqFWVSNTdBtYSB1khoVh2kwwaPwcvfc6lZUS5dGgcsQp09NVD18VNJyn1gtNAsK0pKqqyv2ws1Pj0U1NTTt27MjKumFNy5cvr6qq+vGPfzw2NsYsECEPPfTQ5z73OedhdXV1dXV1XV3d888/L9ZYHwykEMwaJDrYa6IU6t4k0EEP6lrThMtpHK0pesJC/nvnxyAsnB6BUziHXf4UZGBGRiiw8MIg1+BEmG4U/VqGiMYDnjVF64VMI7QKC/PiI2qWWY0vqpazMAPg+73QaVBoYYRp19Gku7v7wIED69aty83N7e3tVdtSXl7eo48+mpWVde3atSNHjjQ1NZWXl5eUlDQ0NJw+fZpTIELuvfdeYYTd3d2ffvppWVnZ8uXLY7HYypUra2trL168GOZguJdVAGYQTToYkjuISHkvMP1l72Ctg+oaZKYRGmhTIn4dHNA5ooBvimF00IAZ10F1AVP/sNBBCzhzDoZnkKjX12/D9AXhoH13PJh4YWYmnW+jmioioqvvE9GNIddzRmkkQFKNLiZaI9S+V9K8MFIjnL2cOHHi5MmT99xzDxG1t7erC9fV1V26dImIDh061NLS0tvb+8ADDxBRTk4Os4ApDQ0NTzzxBBE999xzYsuCvLy8zZs3E1FbW9uzzz47OTlJRPfff//dd99NRNXV1RcvXgxzMHY3DQCmiSTq4B26Ag6KHof+S7xoVmitg2qYOmgNx/xM8ZhizuiNZGHcdIgaHyrrTREdVCP9c7eROLFceB3khIVaxRCYhoV+nIZN/YnfrjD27A8Lrd8dthcuvo1KsiZkAgAAIABJREFUiqmD03zPnPBGKPB4YRKMMKq8d/qpqKiIxWJE1NGhqeZoaWlpaWkRy5mZmbfeeqtYvnDhArOAoKqq6q677lqyZElBQUFfX19ra+v+/fuHhiSf1erq6tzcXCLq7k4Yf3LVqlWZmZlEtHfv3sn4yJdtbW1CCkXeyTwYKZBCkIok0QXJRAe1+H2x3KVBnFaMTOx0kB8WJkMHPeQkzmCbJRuELbwpzg4dVODZsqjws6qX9KLwQqZfOFh7ob+dez9jXECtPQscL0zeu0NERA2L6PRZIqKT7yc+IZ3D2wU/JtQaoRGOF6qNUN3LJB1xmhVqpdBh586dtbW1BQUFRHTo0KGrV70/2IIKZGRkbNy4ccuWLULpiKiysrKysnL16tW7d+/u6enxbKe6upqI+vr6RkcTrpzLli0jovHxcbfhlZbeuER4DFJ7tH6YdwwApokZ00F2OhBIuW9NmF4vTg2ynQ7yYeogswZZikcHb07N68PUFBOsd7broAfnJpEZPMdZeFk01UFr9N0eDZG+Ed0MxeQQfDloFK37z8qfVRCtEZq+bwuIjurKSHHFhNLxaGY1QryIUX0sKCwsbGpqEsv9/f379+/nF3j44YfXrl1LRN3d3adOnRobG1u0aFFjY2Nubu727dt3795NRLW1tWVlN9rW1NfXE9Ho6OiaNWvEmvb29q6uLnHMnZ2dk64JcsTKqakpd3cZ7dFKgRSCVGHGdDA8fh3Uou71IpQxEh1UhIXWksfHq4NWSE2R3LKYrjooUEwsI5VFhSm6w0JTrfDADwu1OsgJC7Vo63BNd5HohWNjVLWAzrX60sGo4RihH+1n8xJjLj4/uorj2Y5ICkdGRvr7Wc5eVFTU2dlZXl4ei8WKi4uffPLJn/3sZ5wCq1atEkZ48ODBvXv3OuW3bdu2bt262trawsLCwcHBrVu3Ll261L3BqqqqRx55RCz/+te/HhwcLC4uJqLLlxNyhZqaGiLq6uoaH79Zma89WimQQjDzhNJBdQfkVHNBJsuJSNafMir5sdNBo7BQo4PBYSGfrGGia0SU2OQuGe+K9pYbFd4qJCu0sWJIHXTQeqFWBx1CeqHbCIM+pkF3fcV+417YuJIoh0Y7KF9RQZz4lKevCUs52EZo+gY6vRSMvJBthKG/yTOGCNj4dceXLl36yU9+Ulxc/NRTTxUXF9fV1ZWVlbkH/5MW6O/vF/08hoaGuru7neSPiJyq4crKysHBQSe5lNLe3u4UcEthVlZWRUUF+fJO7dFKgRSCGSOUC2qZQR3sCOiHy0E6V69DkJPxZZFvddZEkg7quRawXupVYUxxeoxQrYOKsJCPkMVrib82kvSB4OtgSLQBoRalLDbeRnv/H+mGdouGICP0HKCpEdrBNsLZS0FBgWhsx6w7dujv7z969OimTZuIKC9P8jvBU6C8vFwUKygo2L59u788xTuIfP/73xcP165dK0r+4Ac/cKeYy5eLwCDhmBcsWCDaKUpPRHu0HiCFYAa4oYO3+574k2+NBTOog2Hw66B28DUHtSyKGuRI7v7qsNBMB63DQr8OFun65wYpl/rtTAUdjBDndXN/sKS/J/ifFX9YaK2DpmGhQgeNMu0g+omITh6iWnVTD4HyXquICZ3cjpkRWiBiQud9DgoLQ/QysfsazzjMXiYPPfRQTk7O1atXX3/9dWdlSUkJEU1OTra3t2sLfOELX/Bv1s3k5KRn6GxxbMPDw556badDibvLSENDg1g4e/as9mBIB6QQTCuadNCviQ4cXwypg+q+JtOpg1Eh7ozV5B01ojvqL76ZDloTlA5aExQrpqAOhgkLTV+3oORZalpuL7Q2QgHTCznpYGgvHItooBVOxTHfCE1jwpvD27nQViLPgZiQXL1M1FK4ZMmSkpKS8fHxgwcPXrt2jYgWLVq0atUqIjpz5szExIS2wGB8hpsDBw7s27fP2XJpaWl+fj4RXblyxdPFWByb3+GcWezKy8sHBgaIKD8/f/369UTU19fX0dGhPRjSEfW9AYAAwlYWK3xxBVFCN/xISZ4LUjJ1UHCzgUpWghdWyG54TFP03G1D6SA/LNRqjTYsZDIQoESVspXWGOmgg4UXBr1u/BTajSJWDKmDTDg66GDrhV4d1L5W+io5FdNshFrMjZD5HU41RBrn6bGbn58vhrM+f/68GOqvtbW1pKQkKyvrqaeeOnbsWElJyerVqzMzM4eHh19++WVOgXPnzo2MjOTk5GzevHnx4sUXLlwYHx+vqakRXYN7enpE12M3fX19x48fP3vW28nd0cQdO3YcPnw4IyNj7dq18+fPJ6JXX32VGAejhXcbAMCWsC6oppaIiK4qB4u29sVU0EHt/SgIVXvlAKSmSMGyGEoH+Wh1MCrUDTO7AtabyqKdDlqgfd2sP1sexBi5nk1Z95wPCguNdNAWrw6GvgRoY0K+EZqiNsKgsDDYCNN1PBrPBHcLFy4Uo0A7Awe+/fbbTU1NeXl5FRUVW7ZsESv7+/v37Nkj6nC1BYaGhl544YXHH388FovV19eLsWYE586d27Nnz/Cwd4CFIIE7evTo+vXrq6ur8/PzN27cKFaOj4+/9tprYv467cFogRSCZDEdOsjBwhdD3wtUfU2YOmiNhQ6qkchiTxQj5AkUYaFWazxYh4X8fjp+pLIoNcVIdJATFpq+btYo2icFyQVHFv1eaG2EJmGhqr5YIdDBMWGOUrsziKZcb6Y2bTOKCT1GKP2Au70wRINCItJXSaYesVhM9Nj11B37u/cODAz89Kc/3bp1a0NDQ25ubnt7e1tb2zvvvONU+GoLENGpU6d+9KMfbd68ua6urrS0dGhoqL29/eOPPz516tTU1BSxmZycfOaZZzZv3nzLLbeUlJT09fVdvnz53Xff7eq6cSHiHIyajObmZl0ZAMww0EFFpXAQUh2MyrRuiS9cVJVi4ZdCu4Pkpzl6HQzfTMqxLml/TDtT9N8PrbXGVArD6CCfS0TFBnaiQSGFFq8b/+PlRqqDdpsimSk6Umitg250r7xcBz0/Dc2lsFP3gozI3jH/t6FfZ4SeFrD+jFDxMRdeKKRQWXGsSAq/80/NQU+lCP/2z826IuAGSApBlBjooAX8dNAUv8wo9mXhi3Y6KODU8ul1MDwc39KOkKfFQmvc8MPC6dFBct2ijXpvKJCGhSFfNz6KdJDzSZXil5ErRMMmHxtboupN4mGE8ToEdfXgZ4dS7NoRkk1TQofkvIhgZoAUggiYrS5IvvtOt7K6WRB0PFJZDKODHMx0MMvqAi7VrHkBYaEU9cQbogZ52rRm+nWQlP1qLQaFcXthyNeNb3L6wSwiwjkj0/lagpBVImt00N+CRPpCyWLCMEboxnmHjSqOTRGVyCGMEKQZkEIQivTRwfC4j1YIwLz4w5A3bilmOmgHM3Wzw7nld7tSkfBvuSIsnBEddOgnKnLNMqeGaYqRfLA4Xsg0Qs6mFHhOR5qJ2qXRiV44gwGhKUGnK8UuJszRFQBzCUghsCS1dPCqSSYXuQ66keZB+bKVxL6nu2+10+GClGQddHB6+jjdTaRxq+mnwc/M6qAD0wjdiEbo4g/dZ/FZXJgavH8RMUwddLD2QuaXIQitLA4QzQ+ng55TS4wJ+UboxIQhz9hD0EdP/dkfJxr0JZ6+bDL9uh6DICCFwJjm3+2iKldHCu68kTzCC0AQSXVB4g276yFIFkl2w4hGB7U1yHwdNKpB9mA0UFBQK86gz4o7LEwRHRQwB2d24/fIzxIftvoKCIxkUWpypjpojUKOOL2t1cRlcWycPaCg+egDfiMMGoyGU3HswI8JOZ8+P0FXAp0jerBr/QhSE0gh4BIYDSrm+dX64p9cHZDnlA5qcftiMdE8p4ehYtKVkPB1MAxBOsgfyNpBHSumlA5GgkcH1cIklUWmKYbUQX5YyMnKwnlhaSF1ihZz1SYHFoSzhbg38QNCSiUjdHSQM1Ai06VBWgApBHrsa4o5vpg8F6Qk66DWBcdczQrtcHYxVhD3QukMbEam6A8LrXXQKCw0SgetuShrNs8ZHs8Ci7sxPyx0Vxx7dNAahSkK3Qmpgw5a/eLoYGgaVxKVUOcBXTk3JjGhkREawTfCYaIywwllTKvQdV/c2ThOIQgCUghU2OugliqiDUQUcO8IP/estQ5yOiAzb+thMNuFtSla66ARurvKDSzCQg9BvSil68OYooUOOjhj1aqbGHJ0MFyKdgNhiiJYdX8btV8DOyx00PA0p6Zo6WL68M80dtT3nNZWOeQRmRuhUUzooK66HY5/9YO80BOXe3SQExOCOQakEMjR6KBixg4OG3QFFD6j9kVrF2Ri5mpWRLYLtSlGpYPqsJCpg+GxGFTDzhTD6KDgKu89ZqaDhsIkIaieXfre8U1Rql8WRihgn2ZJAc2LERXQ/FzX2mga5BIR0SiN6N4+f4NCIyPkx4RuyogoODI0TQcdGN/gkL/kQEoBKQQJJDEaFGh1UEuQL97Cun5ZorsLRMN07GUofsty3yUK5WVDYfdmWISFFjqoQDE/W3gddFBXIjN1MBI8RqgN0oxM0b01ax1kU5hLH56hpeLXqlF9qgOn7tgwIDSFb4Te+XKJKEANk2mEIM2AFIIbzAIdDKKRiIhGraY51hJS1JjNCjl7udms0JqgLpHSaiRrU7R+rU2JVgcVXCK6JLPVMklZLlMB1ccWRshO0RIICgi1Xugn6B0XX8iodFB3mgu+QKtGadg/x6snJrQ4QUE2EdF4McUMm9HxY8KQRujgqKFCB9l1x81/oxmPxvRnHEhlIIVgpnXQ+hJNcR3koK71kt7UOKIWnunZS6AOKgi6afhl0alBTksddPCnmNI4immK/kpkCx20Y9r6ZYsmfZ7BkZdKCnKReeGicjrbQUR0cp//D0xQx4SJFym+F/KNkI/aCB1Cytq0fZtBKgEpnNOE0kFOs8Jkp4NR4VHGsngldVTt7qTMsA5qBywMQiqLEXqGugZ52nSQbOuLLUwxvA7qUrQbMN+mMD/UBO6XbiTRC894yxLZm2LjOqJh5dhX0taERifoKjnu+tIGeaH7C6cwQn9+yo8Jw6ONCU2MkD8AAUh9IIVzkVAuyCF5LkhR66Ab/41bOktKeFO01kGzGmSLdNAC51bm7yepnsDXlFTQQYsmj4KgJm5MS+Og9sIId6TFQqalpkgyWZykyQzKmUeZGdR9lU4ekvyRDdKYkC+OoeEbITMmNLE6ABwghXOLWayDyXNB0uU4HkxN0d2s0FoHzWDqoHVYKNDex8SL4mk5xzFFv3tNmxFaCI0dPUQ9RDHZU5WyldbY6aBRluYQ9OqN2M6wK5PFzKW0aAN1fUi5nOa6QWhPkHH66kpkfsVx0DfJ/zsrEiOMNCYEaQakcK7Q/PYuIqLFykLnlc+qmQs6qCBo5mVHFlNLB0MivYnluW5i7oGXPctXZR0sFKaYajpoHRY69LiWJ2Re2OVbQzxT9IeFdkYo0GqTG+2rZ+2FLhpr6b2TVDbBbj5oNxJNwFmPy77DQV7IN8JUw9wIQ34fQEoBKUx/buig4BLRwuCii4OfEpxPfNjhGoM6GcwKHVRTI6K4xAvtmN29iogUNcgzqIN+goZlDlrvd5epcCmmEVqh8WDthW4dNMXUFMPooBGmr54V2UKd86lMzLkW1HfbCMd63XXHfA+O4/dCIyNkfqVIFhNKrwTmVkdNRKd0ZcDcAFKYtiS4YFQsTny4jsg9QGz4xnYOydNBpgsO8SYEUVAQ7DTzZJOJ2ZtiGB3k1yDz710e/HmhG+n6FiIKEK9oPxnTIjRESh2UhoVMpKbonjY7JOqw0PTVswoLp6ao5zoV5xARnfxUV9qN6RdKqYPSmNCP6XeR/62KpOKYdHXHvj/XjkdD7H7YYFYAKUxDkqKDHtbJVmqrUINw33qivem7YepgeCQ6WKG/WktNkdSyaHoLsoN/48qTNYMK0kGSrW9xLUsDubO+NWT1oTEVGg9GYaE2IAzjhW7eiy+s9D1V41vDJMgL7V5Acy9cupaqz9JnzkXE6XoSVVhYY5MOenCHhfyYkP/FisoI1YT8c5AWQArTCpYOqmuQtXh0cDgxLJQSJIuU6IsWd3YmM6mDoZHLIt9IwsC/ayng3LmniE7ryiiQmiIFfKTsbMYOrQ5GxXuk4XLAegtZnJYXsKGYTvcSEZ38k65oSEIboUB4YTKMMEK0XUysmJ6LEZgeIIVpAksHwyMNCMNQFG/P45mz2G4SBH+oMat1UI64mUiDJbs5SKQ1yNa3LH9YqOh0IlDooFEg58cji5eJCnk9Njioj81UB63DQqkOHpeFhVKksugxRed7FYkOMsLCxluIYrJxfDwj1CjCQk7dsfi1ynjlmXXHMdbGjEFMCKYRSOHsZppckJQ6yAkLpShmEFA0i2L6YngdZDYr5OogowZZBcfSIpmtjrMjI9y3bc+yu7I4qbjVx7THhimmOhgGbUBoh98UP07CL0IfoxNUV0SnewzbDlpQ5FsIzVi83oPTwq4vLsaKZFH8torQCJMTExLvjMFsAVI4Wwmlg0Y1yMm4F3DmnQ8iyBeFLIZ3QSZcFwyP1NL4iQTHFEVYGLkOKuDrYMiw0OM3gwGWbGeKnmMLqYP895QYOsgPC9W8HV94X/as3dVBFhY2VhAV0tQVyjMafVAaFqpjQkMR5MSERnN6uLsMOy+D1A6ZRhieI/EfwPyh8UGaAimcfYTSQVOY13xmWBjGBbWImqW8xJWcH9CmzLAORoLHFFuJJnW3Uj7S7iYOfB0MT1BDOiZ8Uwypg0ZoddAhvBe+fXORemU/uaxN0eWFjdW09wSNTShnqyP7qfBu4tFB56GRjifi6KC2O50atyTzGyYKOFc5ZkxYYOOFRkoMUhxI4WwiFXWQSVJ1UNFW3jOpsQPnMuonHXTQQ6trWdqjJYwpevodp4gOBoWFTDym+CbRLYwRPpmo7YSvg+Fx66ApUlOk4GtKGdUapnc2JGEXFjbEUS4hiJ2umZAU2F3KFLgiQ854NCDNgBTOApp/tyuqHnI3UdQg2+lgUFiYPB206DfpIJVF/+XVaVYYjQ5ymhXydTBEvEGUqIMUXEtrZ4oiLIxKB41qkEOmg3zedC2flxVYLFtph7UOWoSFCh2UhoV8XLI4PkW5mXR9AxHRyU+C/sCFIib01CD7P5xSHfSsDPg2KeqO3UbIjAk5RigQwZ6zC6kd8rdmgVVkCNIASGFKc3Oq4iCBi6Q7oIOdDkpJnguSUgev+2qQ+UhNMTMSHeTA18GQeHTQAr4phtRBI/g6GDIspEQjbCG6RVbmvGzlYtlKNx47sdZBCzjpYEgvjNNUSXSNTnYSLdAVDUMS0kGyCgiN8Ff1Btmh9jdmMVG/ru74SMB6Tjc7kHZAClOUmzooOB9wN5HKItMUPWFhVEY4UzoYLZmOoo3Kno72JGeRDirwmOIJoonobvnqsJCvg+Fx66AF52UrFyc+dLwwEiNkhoUcIwxNTTa1jRARnewKMGkp2taETljo/mViaoS86N3aCCMJ3tx71xphSNgHzI/xQeoDKUw5vDpogakp2umgNC9YylZSU2ZABxVIOxZwTNFTg8zZlwLebYyIp4NGtbQKTriWO2UFojJFCqGDFmGhQgeDwkIm5z2P76Q9H9I9spJ2qL3QVAdtw8LGEqIsX6PMZISFWh3UFiAiX91xkA5y6o7ZgsXtEcLHboP8AwbpBaQwVdC74HlG1ZMCqSmus7y8yxG/5907Ci+I0+aCFKSD2QFhoR8jUwypg3w4OhgVbh1UYGeKHme11kELQqaDBtxDe8TCnfSu/9lITZHMddCKySlalkd/GqKT7s98GIeWMkVUw7W9QIJ/ZVkHhEY4Aqe9PCj69xsRVHdsAsYpTCcghTOPXgcjZ0N8QcwjEkk8JCWMIM68DkaC3xTPEzFGPosACx20DgulOhgzuV/wTTEqHeSEhXwdDBkW3tRBBSFM0RMWhtRBdlhYk015WUSZlJcZXEgdFmrrjh2YRsgr5o4JFUboiQmlwzF5Ureg35j8SI9vhNJvlRbEhHMYSOFMYqyD50OEhRvIizOznLhc28mAg/bSzRfEkDpo1NckiTro57P4Qr/sWTtTlGYbFjpoDTMdtMNzTxMT4jVICkYPXwfDItXBHPZwdYamGFIHHXReWJtNb/fT2BT7PMIgvvBXucKnIvELNT0BoRF8IxQv/DzDs4gbIX88Gv4vP5D6QApnBmMdtMbvgkGEUUOtEXqQCmJIFzRiWl2QXDpIwRfpSEwx1XTQKCxU4J4fWXqOdqYoDQutddAmLOQEhBbITPHdJUTPU6OkdDLIKaalQTrof5WCwkLtlcX5/VeiKmWH1qUibE3IjwmZ2Kk482hB+gIpnFYicMHzvLBQ64KlJMe6/tCahUQl8Ws7/0ewNTY6yG9W6MetgxbwTTEqHeR8Ajg6GBVuHVQQlSlaG6HAwAu1OsgPC7UsiS/soLP+Z21N0RcWThEtmEeXRomITtrVXBrhrxHQhoWcKHGCrvMqx7UwHYtvhM4V0uIy5ieKBoXEuF6AWQSkcJqIQAe1aEXQIcgIBaaRofbHvBTpD3tptW9Upmijg2EIqYMKPKZ4lGiCaJm8bMRY6KB1WMjUQQUcU3TCwpA6aIBWBx3Ce+ES0hPCFBO9cGk50ZjuF1SQNBt1Q/ZcKaKNCX3zMicVCyPUIj40znWCWYPMVFiQ1kAKk070Ong+MSzku6ARpmrIxOLq7TdF/sVRkHI6yLxIaznqWpYqVISmaKGDYQhvhEF4TXErvbGPVkuLWqEKC/k6GB6ODirgmuIUUUkW9Y7R+BSdjHboPOnPTW17YUVYqI0Jc4iIxgooi0g7aL227jhax+Jf9Ox+RoQ4WutqFJCCQAqTSHPfLiKiu3TlLAhzvVfHhB60asiMCS1cUIE2UBR9TaJ0QU4NstYFI8Stgwr8asXRRE8NctrooJet9EZ84Zj/2UhN0V4H7cLCMFcIBRJTzDj7fPk26usiRfdiLtqwUGuEYYg0IGQ6Fj8mZBL0WVH/DmUeLZgDQAqTyZk3aOlf6AqZUx+vjmOOWxweTjMzP9GKoBb3/SKzjzfgSFTMuA7yq2iNAsWodJB5eDOgg8oy1qaYEBZa66AdSdJBL1NUvpQuf0RHC42aD3IbXPp+bip00H+h0bYs9CDTQXVYqI0JOQQZof/HLD8m5BNRg0KQZkAKk8kpInqDFm8hIoplq8tyqXctW6ihUUzoRhoZSmPCaXZBDwnpoPSiG60pWuugRQ0yMx20wG9jZ4jqJAWTRWrpoAJTU4zECJlh4TTpING8IiKibKKsQiKiJfTRObpD/Sds/GFhVOlgkCYmGuFYFDP+KoI3p76BnxHyjdD9KfF3UQu65MiOlj8eDUgzIIXJ5/x+IqLVT9D1Xk1JLW4jdLBQQ2sUtclhXDCSyz63sth/MbbTRGsdtCB5OujnTHxBeoLWphgUFs4aHVQgM8Vj2tYGETJtOhjLoyt/poJFREQXpTP4qODHhA7aS0PQdYcTFtrWF6tjwgGKoiY9jp0R8omi4phTCwBmC5DCJHOKqImIiD78NyqovJEaWiDVQTccNbSOCT2IS96ScCIYIXIdLGT/GGcGik6zwtTUQWYVrYIzpCdCU0wHHZSygohkocxx3xo+QWHhtOmgoKGGaIrGBm48PBxfH3VYuIGhg0b4BVFmhJ6YkNPdxIO4QoifzQo1ZF6Z+Jgaoag7jsIIQZoBKZwucotpYpQuH6ahTlr2FV3pRLRG6BA8dWcENCU+FIPlmV40I4QbDdohvWzz205xUNcg83UwEjhGGATTFB1tnT4dpOk1whWuZf+7655mziGMKU6bERbU08AZIqLTJ3VFA+HHhCsiMsKgsNA2IFTjT4adGhWPHfKNMCgm9Fz5/EYoHd6UdJccW0L+GAUpBaQwiTR/o6P5f6puhoVEdK2bhq+o/sYP3wgFQZGhUUzo8T8/zvDJzidoOu0wuTooRXS69FeYWQyPrMVaB+3CwjA6qMBvinVzRAeN4JuiOyycNh0kovpGmiAaIC+HKYEowsJbiYiogmiMaJ6mLBG7qsKthsFGKG1N6A8LpXXH6rYC7uAwvBFGRXQxocVFB6QskMJpwe2FeWV05g0ios89TVd1FZGmRujgUUOFEWr9z490Qg3xUUq2GprpIL8GWYFktDYXnOGRmUwRfaIrEy1J0kEJ5bSHZCrzISWhe37K6KB1LhNkijmJM0QmlYwYxXLp2mU6z04Hw3nhrUQZujKmuMPCaQkIFT/5jQZw4BuhacWx+FBGZ4QgzYAUzhzv/H9UsoTqg+atD2GEDh41tPA/U5IXHJrpYCT4dbBcFhb64Zuiow3W6aAd062DgnM+L7xTZm9hTHE6dZBCBIQW3EdEvgAtSZ+b8kbKJ+q8QlmRVORq6o5vla3UhoXMmJDC6qA7LPTEhKadifiqx8TUCAWHdAUMQVKYTkAKp4tTPicrWEBjQ9R5jCbHqfr2hKdC6qBn0oHFREQ07C9nhTQm9BOhHaaEDoYnyBSjva1ra5BnRgeNsDPF1NRB67DQQ018weNKayVlQ32kKhrpsz9Ql+6gPXXHDoZh4QqiKdfDKaLKwLKW8NrNmI5EY6qDZGKEzJJBRhjUoFBwnch9rhiPBiQCKZxpBi7RYHuCFHKMkDMrqWBxfCE3Ci9kGqEb62rlaFzQtAY5GToYxCWiS77osYaSRUrooD8sZKIwxdTUwaiw+EDYmWJGjIgojyib51FsgmJC7QupCAs5MWGFroAhTkwYZISKumOm51G8LW6Eg9o4iGPwKKNHhq2qlS0MGaQskMLkcqOvicAfFgoKq2+0Mlz6FzeNkK99ChYnPswloijU0AKj4DAaHTSFqYPMGmQ1l4KfuixbaSEGbqZPBylEQGjBk/QG+WoHk9eZRWsxUqzDwqB3XVuxKkVrihPDREStjBaEQTF2aYntAAAgAElEQVShgBEWivpid0aYEXVMKIyQl/9pY0KnBjmk/mhre6/FF9wNEKWCqN2UB6aV6l4JkPZACqeXIC8UjL5BjfatqbhYq6FFTOhHbYcprYOR4NdBjmUamaK7BjkVddA6LHQj7YohWOZbE14T7XTQmpA/AvgIU5wY+//Ze9fYOK/7/vPLiy6kLqRIXaiLrZstObYsJ3Eb++84vqSpmyKJ/7ENF3a2DWq03TdtFtiXxaL/1aK72Dd9UWCLpM26aIoWrYMEdY0mWUeCbNWW3TixHVuxLUuyLUqKJEqUKFESKVG87YvDOTxzLr/f75znmeEMdT4ghNHwcDiceeY8n+f7O5e6TXHSwwdbqqUwRIIAuwHhRDlnumQjFApZCHdpmygjNH87XVkGALQd5lpk5jVlfFQyJfKz3QBwbxlquIn8bqwalmKEJlZZ+UbUwYK4pmi6RCPqYFlYRjjGTSVwNRExpljcCOVhoVAHE1zJy+Q4UINJ70ZYaNaO1Qs5XZllbHphVEwYqh2XXS/WjPn2IxYiN8JRMCg7PE+OHLa0T/7bMxkAWQrnADosVEso/Gx3US/cxDVQxKphiSwaANTJ/ILTdRUPkkzcYYX1dEHUQAdDKE18u/r0cpe/bUnMrQ4WQWKKxXUwCqERKop74aRQVKuha8cBdL04YdEZ4R/qGqFZCg2HhWztWBjLeQcUyp2MNUKFfkC1pgQxqUz+qw3SYsI8+3g+kaWwUSkSGW7iGliwc1CKx4RKAT2oC/CO6j7sqL9tFWniWIoOSgq+CqEOyh+QRp+vO42TzLu+liWYYhEdTKgg0zrIhoVCtCnuME518kyRgA4Lo3SwOGk6GMVmvHUUT1VWHzQTwRbndpQsujFhLQNCRVpMmKRlcYTU0PurudpxmhFm5hlZCucCOiw0SYgMN3ENvJQbGQYV0MLsazsiO1FWHC3rKEUH5Qh1sCxi45tCplhEBxMoMR2UsMO5R5IpSvB6YREdFGZoJq4ORtWOI48z7wKEXgWkxS70hxI/5eZ/vrCQiAmFAWEpxMaEFloNh2Wd6AZq//a/2BW9Hk1OCucTWQprTtUEZAnWjp1FIsNYvGrIxoRSBbRwr75jvZBGW6Mqquo+vtfTtkwaXAcJXFO0NbFEHZSEhVE6WDwstHSQXvKxuCkW0cEE6pAOao7ijwAA48DCyn0tFR2clk0xYal9QFgEeU9W0Ag1bWSbHBNmZGQpnCPkYaFCGBlu4hpIMNXQNcJEBbRIq8ck4M7G8BZqY03RW/AtooMJFWRaBzvFZxuCWU38Fj5RyvUPobalEqWDxXHTwTTYic86LCzLCIVhYcgIo2JCCRUdBNAXaOJWkyVTTNQfqmrHyToomIbsGqGkr7IGFLICp7E+o0P+VqIHDP2sgIJGmJPC+QT3CcnUDsILrbBQwUaGm4LfSUENNCxHAeWUGBZqHZTEEq6QRWliER1MoMR0kOdb1ZX3Z3xt0kzRGxYW0cG0sJAwQnZ/GBZXE9cAgqUAS6PEgJA97Awj1FyvWKtZNU4YSqiRGCE3d0Rh1Y5LCQhRXgdWIlxMeGOybdu2p59+Wv/32WefPXnyJNEewObNm++9997Vq1d3dnYODQ0dOHDg5z//+eTkJICFCxf++Z//ufenDhw48PzzpdVYNMSTUfT09Dz88MM33XTTwoULjx8/vnv37qEh/tIhS2GzEYoMN3nui2C5b9nA5RfKOC260Jfexb1QK1qL8W8sQk1sZB0sGhZaOkgol2uKaZpYxAgTKCsgFKICsSlgu++7yaYYCgtL1EEWRwdDMaFFlBfebBSjkwmEhSEjlMSEJkTX5f4K4adT0h2qc31S31kwJoRsR4IGZM2aqmFdZ8+eDbVUPProo5/5zGf0f/v6+vr6+jZs2PCDH/wAwOrVq0M/eObMmdC3kqGfDIBt27Y9+eST7e0zR/v27dvXrFnz7W9/e3yc6ReyFM4pZlh4U/W3vGGhwo0MNwVaevH6nwfdHZbrhZJeNqlvAyrpoHWaUUnhosJRgKWJPwcAbPA0TISuIEfpYFG+VXheTmygWJYOCsNCuQ6WcvRL6qMlmqJQB6Nqx6Hjz5cOWpgjC9WHscW4IUn+lnINTCJjwoK9QjJpRuj9KTr9IWPC4kbYvJw7d+6VV1753Oc+t3jx4qGhIdqWHnzwQSVh586d+/DDD3t6erZv397W1nb77bevX7/+5MmT4+Pjr7zyivkjO3bs6OnpAXDixAn/g6bCPpmOjo4nnniivb19dHT03Xff3bZtW29vb3d398aNGz/6iBn5nKWwaWFHGUrlz4ulbuyiWEIkRqiI9cJT4chBHkUI2VO50eWbxVeiJirqqoMgjVCoXCG8pshcnpeNXAdLwauDU+K9bYWmaIaFQiMsBYERepGM6NCYRni95LCwFCPUAwrlPZbQCOtOwtRjFNjqZW45ePDgoUOHPv/5zwMYGKAGSnV0dDzwwAMAjh8//o//+I9TU1MAfvu3f/u+++4D0NfXd/LkyTNnzpiJ4OrVq++//34ABw8eTJPCjRs3PvXUUwD+6Z/+6dSp2ZKU5Mls2LBB/cjrr79+5MiRoaGhr3zlKwAWLeL77yyF9YCagBw7stBEeeGmgv7nElK3gmooN0KF0AuVDpZufl72gMe72EOaKRbXwbgKcvGAMIp1AJyIXPGW704hIXNN1sHksFASEErQqZrCNcWpKRxpRWuMDkbFhC6kDrq1YzWy0Pycqr+JjglNHRQu4CCLCSHTwageS9JXxSJ5TH6QWJAbOSZUrFy5sq2tDVyF94477mhtbQXw0ksvKQkDcPz4ceVh3ojxa1/7Wmtr6/j4+Isvvmjev2bNmnvvvXfz5s1Lliy5cOHCsWPH9u3bNzIy4j5CX1/f4sWLAZw7d868X/Jkjhw5cuTIEfWt1tbW226bWRxKoqdZCpucn+3GwCQe+W2uXYmknSKj+lchjaaDBMJAUVeQi+tgHHOig4rJytWGyd3OPUU0MVkHk2F1UB4WgjvEu1aiczk+PBTxgLGYh2NqOjheHfK1kHkhUS8uIyy8InZHIRJ70wgv0ySPyRphnmJCoocV0lJ4yy23AJiYmDClasWKFeqGJW0A7r777g0bNgDYt2/fpUuX1J0tLS3333//Qw89pJQOwKpVq1atWrVjx45nn332/Hl77FBfXx+ACxcuXL9eFcVGPZmnn356/fr1S5YsAfD666/rJ0OQpbBeqFkK3jFjscvTmCwDzrdh957yvFBib7GRoeQxvRBh4enqkUlw8pSyIHRwWLCKY4hQoNjoOliwgmzqYBSuJiJsiuaTLMUI5VdCrA6WSNdK/Go/1m3F+dOAeHmaZGQ6SEwxsT6toY+qa4TCmFDCIkD2diZ3WjQlGmExckyIiniBKx+rZmfPntXJnL5zenramqGyZMmSL33pSwAGBwd/9rOf6fu//vWv79y5E8C5c+cOHz48Pj5+0003bdmyZfHixY899tizzz4LYP369WoYIoCbb74ZwPXr1++88051z8DAwODgoPzJLF26dNu2GbcYHh7et28fBGQprBfngV7fBFaliYcDVTS2gqzZvQdAYTWM6gglPSsiH9PF9UI1uiJB/mLnmhRMB+N4BD+AU/16vgSlCVaQY3WwIIQOesNCCbQpFn/toojVwaiwEL6LnruX4/xWf2OaqNqxukyRGSGNZa1u7Vg4oSQUFtL5X+Uy4epislkkF2MEjjZCNvazYNuHY8JyjbDc0Uv1RCWFY2Njw8PBF6ujo6OrqwvA6dNVq96uXbsWwODg4MRE1Qvw5S9/WZV9f/zjH2tvu+OOO5QRvvrqqy+99JJu/Lu/+7uf+9zn1q9fv3Tp0itXrjz88MNbt1Z9pNesWfP444+r2z/84Q+vXLkifzLLly8/e/Zsb29vW1tbV1fXN7/5zb//+78HR5bCOnLeJ4VRy+GFON+G3kkAxSLDBHtjI8OEx3TRXuiuRB2iYGo4BzqoGKk+sz2G99z2xU2xoA4mhIXJAWECdztXWPw4GgH0NVCsESYwk7BNo3cdzh4HgN2VKSf6FF+LsLAMHbRwC8eEDpYSEzoHrPCSlkVuhHIkj8kaIcF1TN6FNu9WlzcYKmCja8c6TTQ9rL29feXKlXAixi1btuzYsQPAu+++e+zYMXVnW1ubmucxMjJy7tw5nfwB0KXhVatWXblyRf8uLwMDA1FP5tSpU9/5zne6urqeeeaZrq6uDRs29PT0sEsVZilsGEaBTt/98rBQkRgZFrG3UP9a5DE1BwFUHkqdHkLF4tDtKEGcMx2U45qiXBML6mAC9dRBBAJ3752lmCKK6WBsWAjgC1txiZyyzXqhPCbs5xo4sMsT6pGF5ssmDAhN3LAwFBNW66AwJpR0XbFzbutcOA4lX9eBywDK9MImTQqXLFmiBtvRtWMVwlnNVq9erYYGmne2t7cr+bt27dqePbOnki1btnR0dABYsmTJY489Bh9qgshf/dVfqf/u3LlTtfzrv/5rM8Xcvn1mmhn7ZDTDw8MHDhz4whe+AEA9DZoshXViZgKyNyzUhLwwxDLjtg4LFYUiwwTcyFDSrWoOcg0U1vWcPgPRIwtrqoOJwwrTdDAEFyh2AqMNroPJFWSN1/wIEkzRuvopooOxdCzD1csYu4Z9zoI0pVYCZ+kHALyF+4CDwKfoxjGYowkTdFAOF2cXCQuVEfKj9isoi2dTXNoItVamxYSOxU7eBWBWDdPWo2lehLNM9BwOc5bGxo0b1Y1PPpntV7/whS+oEYF79+41JxT39jIFwampKWtgonpu165ds+ra7JN59NFHFy1adOnSpZ/+9Ke6QXd3N4CpqSlafxVZCutOyAvVdBOvF8aGhYqIyDBK4Ah0L+t9QKH5ybGObzalQGBYYZoOJsLq4Ag3NkqINsXPGr4lL8DT0BXkKB0shVgjDCE0xRJ1kA4L1SXOHVuwCnh1FG0ycWbDQpp+rkEAyQcQRlgoMUKidkxPQ+aMkIDuDmMDQhjuaC1dkvYmSYzQjQnDT9tSwwSS1Xpu0aVYWgr1xnG9vb2XL18G0NnZec899wC4cOGC/tmVK1eqJQ9PnTr11ltVU+CuXLmibrzyyisvv/yyvn/FihWdnZ0ALl68aE0xVs/NdTj2yWzevLm7u3tiYuLVV18dHR0FcNNNN91xxx0APv74Y3MTvBBZChuP2LyQho8MyzJCRT9wgFt+rEYkOGJj6WDpfNa5Z61zT1maqCiig2lhYVk6SGD+ihVAe7o2xTENbNuCX/4SB9I2NvFB1477q//7Fu6r3Cw3LNzENYjFvIwK66BbO44KCy2vkseEIUxHXMDFhMnILFap4Q2FSuOsGbudnZ3K7fr7+9VSf9rMnnzyybfffrulpWXnzp3Lli0D8JOf/ET/4Fe/+tW2trbp6ekf//jH09NVo2aPHj06Nja2aNGiBx54YNOmTSdOnJiYmFi7dq2aGnz+/Hk19djkwoULH3zwgRlDKtgnc+zYse7u7vb29meeeea9997r7u7esWNHa2vrtWvXfvSjH0FAlsK5gC4iw+eFkrDQqiBrqMiwiBF+HP6WWiqpLDVMe5JeR1Sf1XJdkK8gz7kOEr7laiJkpmiFhUV0MI066KDFisqNTb7v9vvulOANCxcvAVqwHFhMXiKGascJYWE/8/1SvFB1fMKxlOwUEzcsLBAQ0sjUyoPQHS9zDRRRMaH3OYd+kb3WXgRNOqZQpXHWBnfr1q1Tq0DrhQMPHDhwzz339PX1dXZ2qk1KAExMTLz44ot6y7hPf/rTqob75ptvmruPKEZGRv7t3/7t937v99ra2m6++Wa11ozi6NGjzz///LVr16wfCQkc+2T27t27bdu2jo6OlStXPvTQQ6rB8PDw888/L1mkEFkK54wELyyIJzKUyxbhfybT1UlEuWpYEOWIz22pDK37BOQmgSWRpoNFKshuOphAVKBYog4Kw8I51EFU7ZJWxSbfnf2+O12mjHXYFyzCQD+6VgLAG/LPqIPrhaGYsN93pxETSpAE86rLM1/LUlCfFU4HQ1NMrLDQfcG9aqVPrwucorC3GY2tBAEkRqhJttgbg7a2NjVj16odu9N7p6amvve97z3wwAO33nprd3f3hQsXTp8+/dprrw0ODqoGHR0djzzyCICRkRFzuRmTw4cP/83f/M0DDzywYcOGFStWjIyMDAwM/PKXvzx8+LAVK9KwT+by5cvf/e53H3744Y0bNy5evHhgYOD48eP79++3ytMELbt27eLaZEqjarM7rxRaq1hbXmiGheYsExNvWGgyq4beE47Q/7wcCNxf0AsLnBhnmRlDvSU836KAJnqSwjQd1KRJIW2EEt+KQjaTMw76Sc6tDmqKXEz3B+7X0dlvbcF/DeKSwADYKSasFPY792gCUhgKC2kpNDs7/YqyYSGbFCokPkrOOw5JIXEaNW1PIoW09l0T6OMoYO2F5l109Sow6Ltf400KzwHArj9JnGhy/X/fxTWZYxb+H7u4JpkZinRumWKwYSFqkBdCR4YXgI/EM3MlhIwQxSLDgkZod3OfYEvIC7dgt9M4RRML6mAapQSEUahTsVujpE9JyTSIDipCYaGETb47+4EpYGocAH5a3ghCuojcH/5WJISWWX2cPCYUGmEZFybeCXJCIyQQNhPGhC7ebPS4705N2AgzGUVyz5Ypg1p4YWhkocnu54ALeOQ3mWYlU0QNY0m85LUQa+LMsMIbSgdDuDNzozTRW0FuKCOsBevHcUwQnRXBjAn7Q40qhGvHUSML6d5NOLIwhNJBtSfY7H5ffoTLEyqkdTaSco1QuMbhRWBh5POvGGFyTJiZZ2QpbAa0F0qmm8jZ/YvyvJCICS1qrYa17dpcTQTwCR4pXQclwwpjdVA4Yo/A1UHJhAbvAi5CU2xYHSwSFpos68LpX2PRYiDSktjascJ6g/pD7dLxXiOwF7s0bEwYI3kSdFjIGpXQ9kyE5hdCGaFVO3a5yDVwKSkjJOrnDQKxdlHGopRuLVMASViIyLxQEhZiBXABu38BoLAayo1QU7oa1tYFCe4H7sdua8m1j/xtSyNWB4sjG7cVAREoKnltWB0si9u2YCVwaHTGCGuKign76UYVuCkmdFhIdGfuCxylwQrzxeqp3GilwkJhTEitVReJUBwLyqKLmnccGxZmMgZZChsA0wsPO3NNNMoLVVgYmmUi4rx9R6HIMMEINec4L5QMKIzWQWJYYRT3h791i3NPWZo4D3QwhNbE24ArlduSI6A4aTqYHBbu3IKX38CvjIDlWOWG0JKEMaFiXKyDhZFc4CYjc7sElMNFrVlIUK4RygvHLNaAwpJiQjTtkjQZL2l9WiaRmc3uXErPC+VhoaKcyDCB5Mgw2gVLxNXBK9z+DK4mgjNFq4Jcig5GVZCFOiipIAu5rXJjacULXV0rVxPTdLAgy4Hl3cHvCr1QiFqKachI1cpAh4X6GGH7r9Ar7f653tqxa4TWHxQIC9mYUDmccOFoofCx1NoI2bCwPCPMzDOyFDYbqpsolBSGiY4Mi8SEJnI1nEsXBJkOJiAMFEvRwSiEOlgut0GEVy7STLG4EcrDwuvX0d4OtcvUy9Xzi4+hJujV2/0rpwXgasca7YWsDrLQGsxZXTJlGZ5JiY8Za4Tu1nYhyjbCxh9TmJEj7NAytUcYFqKS9rA5oD8sdGrHFhFeWJYRamg1nFc6GMLSxP9Wg8IfGxYmGGHBsFCogwSxplhcB2P54m04No1PZHVf2pIkjzEAm1LDwmmgBegT91lyzJgwVgfJkYUWpr3pmJDuV1nhYxsohDGhBEnVWCHcMSVzw5OlsJFgvVAvTKXryKwaMqzwnDpFpeTSjVCj1VA9sZq4YNSwQqEOshXkKD4HAJgstk9GLAk6WBBCB5caIwvT8JaeS9dBOixcdxOOfQI46SBLchHZ0sHaxIQtwH0xBQv2VXf/XNoIZX7rrR0L1a1GeI3QfUrCmJAgVEH2xYQF16PJSeF8Ikth4+GdaxLaw0llPiE1FI0sDBARGZbO+wAexo9exhauZW0R6mC5fI5rAJ8p9jv3RNFQOlgj1gPrffef9N1ZCvdvAbjqcGztmIgJ3XTQorywUOiOsaiYMDYgNCHDQokOhsJC9mfZBhBnhK4RetejMWNCYe247MJxZv6RpbDBcMNCrw6eAdYYk05oNZzFWzv2hYWKYGRYSkz4PvG9r+BHAB52wry6aWLD6mCITc49/c49GrOCXJYOyivIch0sHhZqvDoY+lasJlph4cQEbt6Cjz6ITgctosJC1ggVhb1Q66Aa5nFdsAYcGxMqlMxJjFD2F1gxYUjahFNMaCRGKESYEUoKxzosVLXjmhlhTgrnE1kK601wArJGmxu3w7s9GdmrhkXCQoUdGcqNkNI+AmWEADqdHtLVRJRtio2mg+wQwBCbfHf2G7fL0sEo5EZYFoQOhigSKG7YiJ42XAMWsJ/f+JjQC6GDpdaOa5QOapbIjJDFCQuLG1uRR7jm3CiOxAgtamaEmXlGlsLGo0uggwSSOSg24bBQMRsZukaYaH4htBHKKStQLK6DacMKiwSEsWwCAKw2nmexMKsKOixM08EiYWGCDhLQpjgB3LoFr76M8XEc9bVMwwoLrdqxMB20SAoLLSM0Z4NJwkIatfLSyshsVAArc96YMKoLHTNKt8TVm9AIJTFhlBGya9OUQU4K5xNZCueaLt+dvwQ+47vfxbtyoRUZzoSF3Lxjlt2/wCNlrcHsxzVCNyyUINFEPdekuAsmU08dVKyu3ND+ut3XrERTRKoOFqFcHSQwf9F6YM26YMtkQqLEGmFJMaEkICS8kK0ds7s5WkiEthVXF/JGKCT0OGPOParLddWwRCP0wg4ozDFhRkyWwrnAK4IW8nWqQy2lAw0VXFgIAJexewAAHqlJ4TGUEaZ5oYVXE5tFB5MryBZ6y5BpqhXgM8U0TSxFB6PCwrrpoGJqEj29GBwEgD2H4vrT2NqxjglZHWQJh4VqrRmFRAeLYOqgjh7LCAunZEaYPJrQ1UET3eVGfWiFfVxUTKgoMbgOUPssMlM/ojqxTEkMl+GFZwS7xqPSMZ1vK2lBsbuAd7F7oHQvTKgaF+Fu4G58Ym6/W1YVnK0gR+lgWawyTvVpCANFXUEuRQdjqbMRAth+KwAMDs7UkeVrWUehRam4Dmq4IjJhhN6VRL1hIRETxgaECkFMOLUQw4XLpqEKsquDREqnHkEYE0qINULZK1BwPZrMPKMWPVhGgNALhbCx4jIAHQUujR1KjQxZIywlLARwd/hbdzj3lKWJmkbQQZURqntYf2XxBoo3gg6uXoWTpwDgg7QENZ6pSCNMrR231Dcg9JIaFk4VHNroQyeOdDoYYtQnl1aCeEnWu4WMMGSl141/a0xdfkmmTiR99jLF2PWNM1yTCpLOQiFq2UF+lx79o1fEv2v2vt1R5yk/rBEqhLX0EHeTRujljuqvInyusBFKRwEYrDLqxQCmnaoxW0RO4H6gy/kqDiGvodUHa8etW9AVXrZ5IvidKqJqx+eAn3FtEhiy77hPYITEXpSsGywJGKFkf0tQMeHUwlkj1JJEKyJ7gazVbayAEXqZrP5iu+6RyIzwuuCtqNAmnFSfuWHISeHcQYeFhyo5DJsCCrm+DAsvl5wXomhkKDTCZGJFkCAtSizogmkQ6aB1T/GwUGMKqIV7mLMj4yXU2QWnp7DtFrxzwJMOWifWEovI5gyBdrFxJsWErA7GYl1ksgGhSUxYWIuAUDHINSCOY1b1aoSpg2I1LEi9fk+mHpTVd2WSEBaRhV4obDaTF3rVMDTdxNo48y7g3ao74kcZJuhgVBFZooODpMqwWJqoHVGZ1pzo4Ora5H80Ca+h96inTdGablJnI+zpQUcHACwsslxUBWFMqI1Qz/mXe6GQIaBUHfSOLKR1UBgT+mB1MDSyUHJdnJYOKuT9lOTySDjNKl7NckyYcclSONcIvdCLcK6JZiYsVMxlZJhghAqJF0p0sBZoR9xZWYRXeO4XQs9BVmam546G1LBcZUzQQQJhoFhnHezuxi9+jk2bgw28J9aCYWF9lhA5igcBAOfEZiZsBiMmjAoITayw0Kkde41Q4lgsSgfVexA1g9iFFjXJs1WDGvXBZF0T6EdwfxHniCUaYRF/zjQaRTquTB0RpoDeZsEf9HqhZG2aMILIMNkIaebKBU12Vv93o69NuaYIIx105xdLisiX1TSkSMrVwRCWJvZcAq5hcrW/cY1Y1YNbbsVEfECX5oWsDrJhobB2XDHCsO0mosPCZB3kYANCGuJauBS7YS9bFXIjNFGHlHkEcPKXyUSR0GtlSqBqszthWFjECzVVYSFkeaFVO1Y4FWQNGRkWN0I3LGxAHbwW3rHLNUW5JrphoStIxAhC4p4o6mOEJm3G2bHtrP3d8jVxGus3oL8fqMH84tDbHdLB0teLr+igiSQsZBtotohVhX5MHRZWYkJaB72aJVybxtJB/WYQ+bz31wmNsCD6vB3607g/WceEf7GrhPVoSlx1JzPnZClsDLxeeMhZ80PohXEQQwwL4IsMixuhQnlhI7ggHB1MIC1Q1PVihEvGafcQ1F8HUW2E/gaOJqKYKd66lWtRgS7BycNCNiA0IcJCOiZ0dLD0mBCyC9wkCgaEIUpJBxVyI0yLCWMbBCixcJyZfwi7rEztEeaFEuLCQoUZGZoVZG9MqAiHhYrqyDDNCHcE7v8U8F7gW3WjuA4SEIGiMjM3+UtGUkFuFB1cLM0lEgLFJZ24fh3Dw2Wmg5YXuq5P62AoJmSLyC6+gNBEEhbSmP2XJKCT/LopoFWkg4Rmmc/FuviVGKFwQ6E0Iwy9SPrID12tE0bIvvBlI//TM41PlsJmQxgWCptVISklx7N7AI/0uUYYsj0JnwJgPEL97VCig0QFOY2NlbOoOfz+104zMzUspYjcKDpYGDpQvHULAPz6NBYIDERRMHCJStEKH4EAACAASURBVAeLwOmghvBCWuBMHVwbbJWIaO5aNIQOSt4Yy0HlWiTJCFkKfDpyTJihyVLYSAjDQlP42AnIcWqoS8nC6SZcWKjYPbBwGp/6GiZrcwlbxA5jV6WR6GAtCJ2TNzj3nAAQlr9Q+TgUFka9OKXA66A4LJSgTHF8HB+Mc01T8RaRJeJB44aF3tpx2AjLqh2H+iw6LJTEhN1cAzHquahrXkk6aEGHhXIjFMJ+BAjIPrZGRjjCNcg0EVkKG4wEL0xo468ga3RkSLSJ4jCAwQ8xOYFV27i2HJ8Kf0vZYYIaSpgrHYTs/Km5ybnnhKcVwC1eU38dhMQIy2ZcueAKtI1jcgHTOBnlhap2LNdBdooJXUQWB4Qm3rAwdAC6XVWJMaEywk4AaAWmyLbC+E2ig/K3RxFlhJLnyX4E2AYBamSEmXlGlsI5o2oCcgh3rkmdUJFhWVKI51uWP/bRJQCYxqoa/0VFgkMvyTpYvILsPRvH7PYAxGiiogl0sKSwcLw6HYzywoQzbKxvRGHGhAIdLB4TSi5eJSMLXcoLCE2iDjAX4chCgjoYYcKLXQaSolKmWchS2HiUGBYSl9dMWKhYJvBCtoJ82PzPUD/Ofog7/nuoMQMRE7oUDw6TdbA4UelgLK4mAjgBbPHdX2vidLAkZnSwpfAkHTG/5BpYsDGhwg0LBUZIw844kXRPNKHHt3TQ6OCIsJCVLfn1g1Db9W+kY8I5UjQv3piwlPVoMvOMLIUNSXEv1AmVcDaBH7UtAeuFIp7H8sdwqaUFCzpw+KeYnsLWL6K9jE3DaNKCw7J0MCEsrKkOhlh8FbfCPu9O1mz5YcVc6qBCfTr07hvisDAqJrxYucFWQQtSWAc1pheaxyPdK3lrx/KwsAYBodbBKwAKvwFWWNhohePwy1zrwvHZuJ21Mg1NlsJGRe6F1lwTy0FGgCXG9mcmVFhoTkNWMxDS1qapiglnaQFacPUCxq+iR1zIiooJXeTBYVlGmIDQCGMryDSLA5PO25wB5GVpYgk6GF9BHpdNJRF6oYSLqAftwN/F6aD4I1eFpD/yYnmhe4zLdNCrdIRsRR4e0phQUR8jND+YyR+Z9ZEXMSm4E94yzUqWwnkEHUl5vZBHT0OWlJIZVFiobre04vQBAGhpw/J1aKvXkUgHh42vg+Vi6yAXpbiaiHhTLMEI46kyQrNqbMSEmlK80DRCPYiTe4FnENaOFW8CwDhQ+BlXocJCdVRKdDB5iknICNnBMWFidVDOJHClBkZYnFBMOAacw+T6moeFmXlDvU7FmQRUWMjONRnldFDjlpL9YWFotULCC9mRhUHOvI+BA/jUV5lmBWNCFx0cqlVpaqeDbAW5IXSwAPJAsWQdlIWFszqoXbDYOEL29EoHhEIvlPAmAOAt3Me0qyI2JpQYIYu3iCwLCE0kr517SFwxbksegSbKCGn0S8J+LtgGLtVTrSfXA7WvI2fmAVkK5xJ+AjJRRDbfujGAGJw3Ur03PRMZurJgrlnIlpJNArXjalrbgDZ8tBfjV7H9d9FacIqfmL7Kv73ApHF/PWfSFdHBIhVkygiLnzW9geJhQLx3XClsuRNv/Ce6zdUXtQsK5pekhYVeHaTnertIYsI3PfeVHhZuLnCIhVCHPKuDspjQCuEEVwhBJLVj5XBmZ8F2VpKYkBU+toHr24HFd7IaZliyFDY8ZrcSeruOAzeTXmhheqFoGrKFNzIUhYVmBdlkahItLbh6EeOj6HYmxxaPCZUChnb7aDO6el85sSamWMQIkykxIJSiLw0+dr5VXBOJsHBJtRGakLVjjdcLQ+fTqOGDBcXbZ4SKsrwwdjVRSe1Yh4WsEZKEXrvQYWDGhIqEV19bl/VbTEGE44j1MUILSwd9slsDNezgGmSahiyFDc9S8btE5IVWWIjQrOSQMrgbnLCRoSgmNGldgJNvAUBnLxYsRkuBkMJVwBA9lRttTg9vEpIHoSxaFeQbRQfBHQWuJqKQKV4fR2cHrl4FgEOvcq3LI8oIFQlmAp8O1qB2bBphkTza5RauQQxauYoEhAoiJjRDOPYXWT1IuS9eCPMZSlbnrpDXo8l4EepGppYs5RpIliRU0HVkl6pScoI1pMw+CYWFmo/3oqUdt/3uzH/pmLDPl/+ZI8eI7d16q++hvdBLbKxYrg4KTzrROpgmLBbRFwUVCgSKt30BGMShD7l2YtgiMquDZdWOw+mgxXVAvHmzjamDetgKe5RJYkIA3eIFoLnOTh+frKW5MaFCcoQLF9IJoUST/i1sCsg20MToIEqOCVHSwNNMQ5ClcK6RdD0fAbfwXeUMCV4oqiC7YaHCjAxFFWSWtkUAcPRVjJzDjseqvtVXueGOigzdE1JDywhLxGuKq65idC5qLNFGWJxkHQxBB4qLseXTM7mgKB3UAwrJ2rHG9ELzTMrqIIvETBQhI/TFhMR4YTomjC0ZyzHrxUIvFMAaoRA3JvT2yVG/TiJzY+QehQAuAQsAeh2l66QOBhLQso0wM6+QBA2ZGrLrD89giGukoGe9HTdue7sJYtPyaXB9D4s1eovxguexnG4AYPwqWlux9QhGD6IPM1+aacPw3NstlVO/93ZL+MxZ0vnKZtU40I7Oq/ZXcQirWHy1gBGmdQyH2Xe+PD42vuqO0AjZmNB6md2Y8M2IjFAT+1ne5hihFfwQRxkbE2ojFC5cJLj2vQqc4dokI7lKpxEaoZAF4S/EPE6FbIQZmrS+P9PwRHcWPYLYmI5WlBfeRbaJo70Drx7FwAksCqzpEquDur0eSuhSrheuGseq8Dm6FpqIgjqYTN10EAAwMYXN6zA6hvEJHPoF19okJiZUtI0DlZjwotgIC5Kkg/rTIPRCVwdLpDswpyR2jEY18gM7VDtWqFOfmaVdDxthVExYCpI/c4Br4JCNMMPCekCmLgyRnqKRDy5ETB15tpm7k2oUygtLswM92PIn/4rFHbj/y3YDdtSg9zb7SicMLnQhXJDA9cKoovMcuCBKfMOlrF+FRV1ACxa0VTZslq1ZmEzbOC6WMq/XwVtEluhg4dpxlA6yIwtNXBcsIybUx3bpVl48HdTIY0JibrLkU1zicoklkDyMNdNwyD/nmRpTvIhsVpAVVl7orSDPGqGSpXbyUkESsPx3rgEgqyArjgIdS9DSigM/x4//ZUbv2CywIEXyQjodjIVNE7VSlGyEkr6hnvViAMDmdTg2gP7TOPQhDh2s/p5wCXeQ7hTgeLwRsrVjjXqlVe04KSD0QhyCdEAYmjTguqu3dixZcSb+miv22KZjQkUrmQ5q5BcbciMsyChwnmvjDCjMMWFGQk4Km5Aa5YVVJEeGqq+6GYDPUiNw52RfvogFizA1CQBthrWFJpR4b9dufomC0sHkF7WasqrMRamvDipa7sA687DaEmzpQU8xkXhLBaWDpYdTLlEuKFuJRi9bqGPCqHQwltDLKowJA1hHe1nvxEiM7UmQGKEE9tOdlBFaRlj2ejTsChqZpkGSBmTqBREWSnY5CEFcm9q+aFZWQ5EhERbqq9fPAKioYRB5WKhZsgw/24uf7UXPaioRNKeSmLejjDA2LCw3IJTy6/BX7ahvQDg1jZXdGJ/A+AQO/X9kU3b77xiOL0gJCBXymFBR7ik6gMQI6bVFzLDQigljRBvwhYXOle5VgSF5oWPCEXLWnUW54sjGhOzfW4YRZjIEWQrnnl1/aEylK15E9qI7I3lvOEPBLPlmVg29WBeeR50G//I3+K89M8Vit2Rs3iOZXBJC6IVzo4PgzK+4KbrdQ311UHHLF7F8A9dI4/VCs14sGQGRVC9O423gba5NAdRxOScTSorB6lECpg5KbE/SRiGJCaOM0Nuf6G4/pnacjTATRZbCxqOIFxIFW7dL8peVXXdyI0PvedXqqD5j3A56YUJYqFjWjelpfPgO3ngpuMSMpYZp0F44lzoYa3iKZE2suw726nRwDw6942sRqh27Xhjz9rsBYVkVS5c0HazUjoV/1e9wDaIww0KJDhK1YzMsNGJCIiAs8k54r4djZnEFcY2QHaeYQGwQACAbYSaegjlQZk6JGlyIyvhCd8s7EfSAOPbSNWKUoXd8ylHf/Mmhsxiu/GbTC11HTIgJNaHJyCk6SL+KQuQmJ8H7aDqZU5Nj66uDALbcBazGAF0sLpuy0kFJ7djUwfJ2YLH4DQAxe5wI96WYAtYLdFCCs5Z18YDQrR27OiiJACVtIMsIERkTujS6EZb0yck0AFkKGxLhCjVI9ULQs096AnGlaTShDU5MPgP8svqem4VeKKerF6/tBoAn/hinj3sml0D8WhJYXpiig6VQrg4S6F/0vnHnRk/DcpkGtt6K936FQ29xTWlCK9QEaseEDhYJp7ykpYMaY4oJMYn6Nyo3eoFpY8ZJKawVG2HM1SergwnvRPRomdpQrhGyF+CZTAGyFDYqci+0OM6N4huL66urUQeMFXZF9VK2F7JbIWu8YaHmu/8X1t6M33ww3KIM5kwHUUcjVJg6qDjm3FOqJnYvQ1srsAwLJN0SO+9YvHJhWQGhgo4JXSOsQUz4G0hBGBOuBZbGpI8sk8Ay3giFmDFhyAito6LD52SyI0fUb7FGWDrnADImLHvqMSKTiUxDI+l9M3OE5YVqB2SX2LAQwAi7Tk0oLFSoyFCFhbQRumEh6FJy8toGvWtwfQwfvY/WVmz+FFDJC6NmHHvp0V3/ZWA11VJEQgV5znUwhKuJSDHF5UvwQT/GJwBgIOoSg8byQicmLFcHaQoGhDIsHeyprOCJMsJCdke7NBaLjDAqJqxPQCgxwhDmytVRMaGMOhaOM/ONLIUNwa4/PLPre2u4VmGivFDpoEq80k8TxY+c2chQHhaynDmJwdMzUtgiDlt75L/8bOVGcTsU0rBGGCI+UFx5PzaN4aownoEgJuQQ6mCUioQoUQfJ5QnZgLBIvOcaIftobD1iMQBcWQBw87mEXBHooOQYk7QR9hhsTOg1Ql2OcI1QcMmUjTBThOKn9kwtkReRTS8kKshWQEjFB3RYqFgi6KW8YaHCjgzZmJCuICtWrcXruwHga4/M3BPhfASXq/+r7LCmath0OhgiHCiqdPDQj30NSsFXRBYaYQJu7Zg2wjJqx9PAbwa+pVfrnq5er9OFqB1bOmh+RlkvJJDvPyNjTGCEIbwV5OKkGaEmLSN8l2uRyZBkKWx45F4YxeXKTsXpkaHqtLx7t0ZxM3C8xLBQs3s3nrqXa1SQ2gWH9TTC2ulgmPFPgL4CUiFHeeEKIFIHC8aEJQaECl9MSKSDatxEi/EvIjWuSL2YiAkNHbxSeT+cWchVsO+EMsIF5N5+kEWAkjYld1Q+vEbIXoDXQm1FxHyuMo1NlsJmQOiFbBGZGEfojwwlYeGGir8QakiEhYqbASzFe2SbGSRhISp/6+6XAOCRL5JNJVgxoUuUHdLDCuupg6i3ES5egJYWnL2Exep4i7IURULteHGcDhZEqIMFYkKV/NH1Yj2aUM/FV/e4H3VvTOg1QjfKj33/ahAQlkiJRsg+MULgEjJC9WjJWekNycKFCx988MEtW7b09PScPXt27969/f39ZoPNmzffe++9q1ev7uzsHBoaOnDgwM9//vPJydmFKLZt2/b000/r/z777LMnTzZ98T5LYVMRmmuiIbzQNUIdFiriRqK7/VbRyPAUsI5rk8bul8rwQiEFy8r1NML66iCALZuAXpw/WDFCRaxXxDOZuER6HKp2LDTCYoTqxZpe39LWRPnYpEhAqPDGhJwOhsJCIiZ0xYsIC2nhIyrIpgVecy7n3FPo9XgjNJ9zshECACbXz8mYwlIWAa8rK1eu/MY3vrFixczssw0bNvz+7//+3/3d3w0ODqp7Hn300c98ZnYLhr6+vr6+vg0bNvzgBz/Qd65ZUzUT4OzZs2h+8o4mTQIb2GlUn2JN7WXmGlcYd7tUb0Rp9VvmSsehI8rc4MTDGrz3HnAKOEW3A+Db9c5C/7lDFUXe/dJMalgnzla+5Py6jkb4fr2NcMsWXLqKQx/j0M9xTsWufcyP+ImMCSeXY3I5TsRfr7AVS5eablhn7GLCTihRtBhe2FK9H6T5IbdiQsIIQyN+Jdt3+IzwinMN6l0j3stYtXiVkpBpa7xU/UUzUf0FgRGOVHracW+XG8BbOzZ3f5G9CDVYj6b5aG1tfeKJJ1asWDE2Nvb6669/9NFHANra2u68807V4MEHH1RGeO7cuf3793/wwQcqILz99tvXr1+vH+fcuXOvvPLKtWvXAAwNDY2PC9/LhiZLYaNQtQOyF7kXWhBG6K2KFj2wow+qNdWFY4kXppHohWztmEBih/XUQdRbBxe0YUEb0IUOIg6UeEUkSgdNYr1QziHgBa6NRVLt+DcEGaGF6YU0awtkhMT7t5jPCAm8bk5bV0S5w2BYYIGS4vJEZYdl4ovoT6JiwjkbQdj03HLLLX19fQC+//3v79mz5/vf//7U1BSAxYsXA+jo6HjggQcAHD9+/Dvf+c7evXt/8IMfvPHGG+pn1Q8qDh48+J//+Z8LFiwAMDAw4P6iZiT6/J1pAqJ6Fi9V169WWOh99A2owhsZMmEhMOuGRbzQcmAdFirqHRlqLDXUVac662AdjbClBdfGMXodo9dx6M3q77kxYaleaOqgOSNY6IVRMeEhrkFx3sL/Ig4IUVmeEJUZxy3V/1V5oflyF9FBF7N2HNZBNyZU0GHhmM8IJQkZ4XPDwDAnmpAZIQQXkGwDCe720JIXIVNh3bqZkUpDQ0MA1q5d29raCuDXv/41gDvuuEP996WXXlKyCOD48ZnqmxUHrly5sq2tDcCZM1ys0yTkMYVNxRCwUHb6HK0sTCMsHHvxjDKM8k3RKMM1gfklygtDowyF001C1HWUoYk5H6XOOlh3Nt+LqwdxnJ0yqWEHFwpqx/UZPqiogw4CeAt3A2cLDFO1aDGKyCvFOsiuFmW9eQXSwRCst2nYacgKcwVpmrKMkIboXM0PUSMGhE0mEsPDM+/9H/zBH5w4ceL2228HMDQ09P777wO45ZZbAExMTJw4MXtFqUcfnjt3znwoPawwS2GmBpQyxVhxHRiVGaE13cRiZsEaNQ2ZNsINPs2xvNCehuwa4XvADuO/pcw+GepEj/PcpROTC3b0Lkcq/x4BPkW2LLCceRX1NcKNK/HRGQA4tJ9r6sJ6YRihDk6VUR+xdDC2Fixs/xbuNv4n9MIeZ3nCaeMeGIvUbAhuBZ3OEpEOhmJChZ5xogNbQgclCZlX6UwjVI8vWa2QeCaSjkLShsb7DCUvQm0RvOlzTFWUcujQofHx8QULFvT29vb29gKYnJx87rnn1MBBVSA+e/asjgn1ndPT09ZsEl1Nnjfl4yyFjYRk6Zl+YJPAC9WZVWiQLHETky3UKdgTGYYyQotQZOgNCyUabFKPyPBI+M6DpBfGXnm6EllfHQSw5U5gEffM06aYhCF00LsTMe2FbO24jgGh4laqXTTKDqOMkI0JFdfL2FSyGnk6KEceECokMaHE9ug2bA2GFdaMjFWrVn3zm99UAwE1bW1tX/3qV//hH/6ho6Ojq6sLwOnTp80Ga9euBTA4ODgxUTX/XCWFY2NjOn1sdrIUNhAzm92xXihHXUGyXkiHhTN0CfotAh0ZsmsW2mGhopTI0Is0MozCK4JeaC+MwlSxVwEYy2fcabctl/FJbOjB0UEceodryhIKCwO1Y2FAWApeHRTGfhq2fXVAaCIJC63VqhXTxj3W8N+yEIqjjEngcjEj1BVkU+m8Z236t0iMsNacJ41w7mPCZqKlpeXJJ59cunTp5OTknj17Dhw40N3d/dRTTy1fvvzmm29eu3atmmuCailsb29fuXIlfHGgSgrnTe0YWQqblagIULmcvH0Qda4mhjR6K8iaqshQGBOauJGhFRYSMaG3gmzijwwlAYBCboGIbJzAq849v3LuKU8Tt/QB3cAQFkh2sJXEhLIiMquD3phQEQoLQzFh3dNBjRUT0l5IBHXTlZJxLVBGyF9ZAlztWDHKuZpC7kM1DXEkvURyTHilzIwwr0dz2223rVq1CsArr7yiJhRfvXr1zTff/OIXvwigo6PDWw5evXq1mnpiSeGSJUuWLFni3t/UZClsPCRFZIi9cKQyHZBuT4eFC9ScwF7gvHiqS4hW4DNr8E90I29YqKhpZBiXF5bldiWGhfAZoZcyNHHLzXjjfYxPAqWvl2t5YXVMyOqgBPngwrkzwjSsZatVRmjpYFm141IDQsVosZqEZgFwmdPB4jGhZXveB5RYo5cr3GgGuRbXFsnlYEOwYcPMB+HgwYP6zo6OmcW3T5069alPzfTFly7Nrk60ceNGdeOTTz6BwfybZYIshQ2K0AtjEXokDxEZ0mGhomiX7/VCdjQhGxbCKiW7XXkpFuh9kFK8UKiDIRI0sQ/d7EriyQTywlKMUMF6IauDbC3Ywts+UgdDYaHZZZgzS2qUDqLaCMuICbmPZxWsD13ljNDFnGuSYIRCrJnRob/6SuD+TAGmp2c+Fz09PWrzkhUrVnz2s58FcOLEiWvXruld7Hp7ey9fvgygs7PznnvuAXDhwgVL/nSsmKUwM6f0A5sAiCVvxFg7TPgjJgvMpcN6jdUR0iPDM3gCOL0GrxNtiLAQRim54No0Xqoiw1JEUEJBL/QaIb3JMktYE8cnAeDQfzkNaCS14zBROkjUjkNYoQxrhMXhdDA0xSTkhWZG6A0IFcVjwtoEhCVyNbAFiImkQk0gNEJhMxOtg80RE6IZZh/PyL7em/jxxx9/7733rl+//ulPf3rRokXj4+MvvPACjELwk08++fbbb7e0tOzcuXPZsmUAfvKTn1gPqpJCa0pyZ2fn5z//eQD9/f1HjtTt/FEaWQobFWFYmCB5oSGGoukmFl4vpMPC2evfM7iP9kIWHRmyMaFCEhYqdr8ADOKRz3LtYqG7iDQvLBgQRvErjE8BW+u12akKC7fE6WAU3rBQqIMFY0LOCGNpqZbC+gSEiuiOowrrIyn5hBI+VMoIPElMKIE1QvePLRYQzsXGx83EwYMHjx07tnHjxoULF6qAEMDIyMi///u/nz9/HsCBAwfuueeevr6+zs7O+++/XzWYmJh48cUX1W54JioptDa4W7du3X333QdAPWDTkaWwsZiZgKwo0QtHnE3qJT8lgp19YmJ2eGuB02dwH4CQGtJhoeIUcAqIGgooZRV2v10DL6SJ9cJ6GeG6pThm7gB2tX5emGCEUTGh6YVCHSyITAfplWissLCnej3CGhlhsYDQWzuWKKAQUweLnI4lRsjaXhpmBxkZE2YdFPLP//zPDz744G233bZ8+fLBwcFjx47t37//6tWZo2dqaup73/veAw88cOutt3Z3d1+4cOH06dOvvfaaqjWbtLW1qSnJoZqytahNs5Cl8AbG9UI3LKyqHSt6fT2uFRlKRhbOUjAy3Fqi4iqMHn/32wBKUkNhJUHohfXSQQBbNgCdlW1ht1bujfXChNrxDkyW+b4GmQIuNZYRSvAWkW/yNKwirXZcTAe9eHVQ4ojemDA2IAzVjks0QraZ+cfmgLBeTExM7N27d+/evaEGY2Nje/bs2bNnT6iBYnJy8i//8i/d+/fv379/f8LC/Y1ClsLGpqZhIUpcrQaCyJDq9kKRIRsWKkUZBFYBEPwpfAXZ15XXOzJkvVBuhAWGFU5O49YVeP8cDh3nmpYOGxGXyhDwMdfGIqF2XJ4OWvRWbsxJQCirHZsxocT85MTqIMElY/Nld0Kt8khW9RTCZopYIzS0WK6DtVyPpmlmH2dYhGsyZOaOId+d/c49RfpZ82fNvswTEyp6EUTPF7XOT95uz953VamhnK2wGS32Stismr25++2Z1DARYUyomV0woZpXY4ywAKs7cWsPsAjtRCchPx/LY8IdRY0wqnY8BAwB54AurmUR4o1QuIuJHt6+QWaEsTHhUs4I4yE+n7Ef3auBI5CtHbsx4XAlCNdMVr5MolSPRv+x3q6R3VcHaDsZYYSZjJCcFN5IeMNChSRrlOLOPom4EHZLyWxYqBg0FI7+a6iwkOv06xoZunlhXXRw3VL812mMT/neN1fDY4vINOqdroyOmwwdriVhXXB1idcwiYoJ440wir7yNsm2kOhgTEwY63xedEgmvyBhGXZm6ZgoL5RkYdo1uW5k5qWI6BcNRhrQBYUz/TJNQE4KmwFvWOhSsM+1QrZgTKggwkIAC4GFsujCDgsBnMF9ksjQ9ROTkiNDg5TIMDYm1Jh5YV2MEMDi9VgXZWOlnJ53AHdUbnu3aiuVocCnqty88MNIfawgjAkB7KyNEfbJjDCGEj+NoYBQERUTDldfB1grCJpMAhdkIzFYI1QQRkjGhI1nhJl5RZbChmPXH/qWwSzLC9mlrUbFnRqPKiWnXQ5XlZLdHfG8RmhPDwur4ZA3SPT+4UYF2STaC5M5WI+S8RSwphPjUxifwqFQ5ZrQcNoL6dqxrhdXW2DaFBO2duzq4Dl/w6Ik6aCcncBOro2FsHYcP9mb5tICvl+CoO8CMMIdaXIuAZeAlspRF4oJNfrpTVS+vEg6z9HUTnEEbYe5Nj7+YtdztRxQmJlX5PJx81DipBOaUaCHjgnlrAdOcl3gWsA/dT80+4TOCF1EL4mkN69GOjE5OSZ8rXJDG+Ef+xsyCOaa3LIVuMq9UTQJdWTJsIBSkVxbsUVk1vZqvB4hDB0sNyaM1UFB7fjSAlwNh75E0dblsmC5aWFMaA0fpL0wZKv6M8WeRa1HoD9loZiQvZ4PkHUwEwV7OGcalf7KviaxECMLNZfasJz1Qu/aNF6Wch0hhRplqEcW0kY4GIj2VLfMq6GXVb4QskLJowxfA8Wzxu00QaxmxWKcv4rxKRxKNlcTrxeGYsIaGCERE4Z00BsTsl4YgvVFAXTtODYd1LAxoTbCxE+JzSVjuvF0wAu1h9ExobpgUxlhweKWel/NGeu8lwAAIABJREFUJ6Ofg7d2LMkvtR1eFrRPcLvKjyQUjutlhJIRl5nmIEthUxEVFq7kmtFMtAFAO6uGBOqqXIWFtBcGw0JFwYUMNWZkWDXdJD4mNKEiQ4ls0SIYQgtiqh1uWQssw4XDaJWM3ouNZwkEOphWO/YiSQddQl5IaF8Z+xrTJBshTWxAqCBjQm2Eutob8kIW67NJ7FdNX6KOOQGhgkgrTcNjZW6QHJKoYB/EjQnZHwlQLx3MzDeyFDYbci8koMNCdY5QAjXRRnqhPCxEZeh6YmR4BvedAf5ngRqGwkKFJzIsZoSa6MgwzQVdIuPDaWDrarx/Cofigwceuogs0MFySTPCWMoICBWhmNCrg6XUji0jLCzjZkAoJNRZmR/MgkMJ1fWpJX/6v15bZTM/k3AlwUa495MiaT1CzIERLkRmvpClMMNRQmSowkJFKDJkwkIAwMenvdOV45np8NmFrDVkBVljR4ZuTJggglFTTELxYWVY4TLVe9OrDxbE9EKzdlxjI7RqxxIdpKeYCIvI5Rmhl1LSQW/tOC0gVARiQssILZOLCguJSzUiLHTRwxDNmNB9JparCbuFKKIyv6jG1dTdCDPziiyFjUjVDsguOizsDw8rXAScAXrD77BkZKFJMDIMhYXEmPC0IYYfA/gPrPkazoBTQzos1IwCPSXFhCZ2ZJgggsVx7HDJAhy7jPEpABg65v2ZMLG1YysvDOlgwBIK1o4lOijE8kLL/1gdLFw7JoywSExYRAcDCANCiRemfSTZTsitEYeeSawRCi4XRZKna8eSxj6yDmaKk6WwOaGLyOZKohORb7J5vrBm7TKlZBozLESglCwJC2coJTJcCIytwSLfEkAF2f028DIeoRdzrA8VO1zzf2P6YwxHVa+KcBXYzKWDrB+I0TGh3AiFK9F480JWB5Mwa8elBIQKKyYkjDBVxoVG6MUyMK8RurVjNiwMXZO2zC6NPjvp2DwOk42QGFCoJY/99AV0UFI7zkaYKYUoX8g0PNbC8ueB3srkOPetjg0LESolu2Ehu3SEQh4Zzu5Mq8NC2guFYeEw0LUGgEANZRXkWe7D7tcbwgvV2erQ2/FLxihiY0LFZ4ENlXhGkg9VSI4J5TqYxofODZoCMWGJRmhSVkBo1I4JHQyNAgwdDGkBoYLtfrTXu0YIw9VCRhiK7qI6BJqLTR0QZpGYP8iHZmTqy2Wgs/LlxT0H0lsNcSvV+fH2khMlLkBgba7q1bxZI7Q4LY8WHayh0WNFynEuldPSbvk8nBowbuUXBUfry9HV89rvTQLg4xobod7mJHWHEgkqJtwpM0L5wapjQtYII2X80oJCAaFCMv0/dNBO+e4cE1+QuiRnhDRC1Qs3o2PCBjDCzLwiC34zYHbXZs81VBlTKNx50o0MrbCQPXFoqFJyqFe2KsgmRGToMUIdFipCkSERFnony/GlZGFYWP0CKC+sf2RYpYNPVm4kLDEdhdZByR6HZfBxJQaKulIR1o41v66hDmokOpiA/FMtYRkgqBfTlx9mWFgkIFTo665Qx2OV/6eNf1F5JrFGKERihCfRdhKT67lmPhrGCLnjIdM85KSwQdn1rTPwCkpndYLYzxmhm1TFRobBBf3bjMiwuPLovNAUvGBGaFEkMjRPGSXnhcYGzvWMDO2A0ILeOtZCXjv+rGGEJjExYVTt+GP58VGM94E3uTYWkbXjB2KMMOoYLdcISwoIAUwDowIjpA9UHRbSAaF5BLq3rycZoeTi0MI7oLBymSwZNWiSd67L1IgshY0NHVx1AtfIBiFML5RcyxLYpWS6eENfDlulZIr/8J0aXS/0dt30mlpFvTD8Auw+X3M1ZHTQRO6FLK4OWjEh7YXyjc4qmDqonV4+B0oeE74PvM+1KcYDwAOy4a+xdHEfNxOZjF+ULJEqO7SuCoxQwimuyxmuBJP6IDSPxhFgwPNDDEIjZLvWkwCng97vZh3M1I4shU3OBq5PDOHu6U5kCvSV9IwXFg8LFUsrYWFKDJQWGVr1JcoLC5++47xQvEhhhA5qJCdvmlA66EJ4YeVbwpiQOCzkXihB62DNYsIHuAbJ6GGQsXWBED0z6x14R/LFchW4WMa7dSHyQSwv1CNWvDudhCjVCE2EYWE2wkxNyWMKG54zXL1Id22hOvL5sLCpBWsSpiFbzMxK5poB5MhCzVLB4g32yEITc5ShNbJQuPT+mHBKsoUr6PfB3YSl9FGGjA4+iSD0EEO6dizUQU1LSihoIrlKmIwcXOilxukgqnUw6jqDzbG1DurQnV2VipVxWUAowboOod8t4qLlgnGbfpCW6kGEetKxkjY9QelS+KrY1LuyjTAqJmxgHSz+mcs0CqLTeGaOYb1QMcaNL/QijBJGBecOrEgqxni5CYCzS0UE3tknQiPU8FNPTCIj293nS/DC6HTQJWHqCa2DNZhiEtJB744jtCTQtePa6yDqEhCWhaGDemlleo1AwuSKJ9MKbYTsWEA3ApwOGxvhhQqhEXoxL3LDIkjMOGlgI0SWwvlElsJ5wZVKLhDyQiIsVFzjOkQpC8oQFd2X30R7IREWolJHXitbs3A4cEb1eKFwDrKAIpFh8Vd5Fq8XemPC2HTQwoxtqgvKRO1YEhCWgtcIS60duzrIHpgmxKUhrYNEWEhc6oUDQnbtaBfTCC/O3gwqvNcgzYDQJPQgZjrYQhqhQnU8CT2h+WkkfgVbIzHQMWFj62BmvhH7yc7Uj13fMmSkZnnVLMJlpEO0635xAbdCgXD8+02Vf29iGpLoIYaxMaFGNPUk+WWPHWUIoFwjVLApjnz4IE3MyoXJ84ujRpqhHhNKUN+A0J2wJawIKHpsIzQ1jsB7FEXNdiewjNCKCd233I0JLV0LLW7pHWIovA6MMUJv7bh5SsYmbQ3/lZGSpXC+YCpdrKDocPEKqYZssQYwAsnkdSu8XXLQC73TkC1OF65qi7wwhLEwTQj5xOToCSXEgEKL0Jk7SgcltWPHCN2YUKKD3tqxxuuF3tpxiToYiAkfqJkRdnEZYQKyEYTCGSfuQeX6pftWuT8Vyghp9AhCumdzsTqhgkZ4PS4j1DSJEWbmFbl83DwIRxYq3DpyqIKsm+lRg1fkK8NUaPeKivJC77ck001QXT4uOsrwctX+XB5CFWRFVR3ZqiDHWngAepRhnAumoevIWyv3yHUwCnLSCauDQthJJ6wOxtaOHWgXLFg7Dh2toU+vW0S2ZFymgxqriGyZXFQ6SLxVXh30XqBaD6JXovHqILsHjhpiOCI2QgJBImh9q9l0MEdx84ecFDYV8iIyiplK6Ko6LixUREWG7OIQnsiQDQtXAwAuAJeLLY42tsYXGRZ5nR28kWF0OlgEfS6PCggVkphQ46sgSwJCBR0TejFjwuavF6cFhEQROWyEwtqxScgIJQ9l/mxsQKhDx0sVHYwKCC0uxRihFRNeNr4iaTYjzMwrclI4j3ATPisvdMNCK000pxirzlQSGfpjQhPv7BNhWOjCzD6xWO3cw0aGNDORYdR0E9/CNAQzkeGrQD11UPOg71WrGap2LHTBWLwJlFAHY2NCo3Ys0cHkmDBNB130Rz0yIDRxZ5xEBYQm1lsVq4MuRXRQcTl8GWxlrMoIff7X9i4Ae04xERM2pxHmpHD+kKWw2YgqIiN1nRqNK5qitWl6nf31iFKyJjSa0FVAu5QcmoYcchvVe7tqSFeQNbOl5FJjQpPd5/Hw/cB+rh2NfECh4ssA6miElSJyjYxQYcqGUAeLITHCNCTHJnsZZxWROSNksz3lhcoFk41Qod8q2gjpesUkcIWbZczWjlUHQfwi81vh0cDKCIU0pw5m5hu5fNzQVE1A1hBFZO/FcUhcvLLo9oPFL7hniSolszCzkl23sc418YWdWQpNPZFzP3A/16YUvlwxwmSiascVhjtTjDC2djwJnKuxEb6Fu2s2oWRNgXqxF1VEdqYYF0EyxZj1SwCnOCNkYY2QpUi/IGA+7lzX2vBfGSk5KWxm5KdhnReyCxZ6sUrJZlgYrB27YaHCLCWbFWRiNCFRL56NDK2wUJh2hSJDGvUHjO/A0lPibfUiK8gArk9joRp4p72wYHDoxXJB4QtXmOEOoPLi1brPPgn8AljJNTOJrR1H6mBU7Viug2xMqJH1HRKNAzBYUv3wgmAFRDomHClmhKYOisZPlxATNrkOZuYbWQqbE6KIHJo7bNWRiZpyqECcMCvZj6SUHEXEKMMLwArnTnOUIV1Btp90t3FbaIdipqYx1VJ9ilR2WJYaFowGTWSOoRmuXiubNQGTqJhQXXP8gmlViLfwBACgLX55RBblsQsluz6K6QMiX3ECnQ6yM71pv1Tp4DUAqc9NXbhK1r8M1Y69ASG9GL9sGSmC+WKEpVwTZBqCLIVNy5noM3HR8YVwIkN+igmB6m5VWCiZdExr303ACR0WJqRddGQo+jvVtnrlqeGlCXQvqISFJgXVkHDBhBcuElMHy3up/FhlunPisFAYE1Z0EMBmAGIvFMaE6sn2ASjPC5URLgZS3ctEGaEwUSOQ14tDv0tuhF5cHZT8UaQRWjGh3r/OrB3PFyPMzCuyFN5gjAHngXVcMxrVBadMN7EoZU88jSoln2HFxhsWKqyJyaIn112dgugdl13lia8gUxfgbE3ZnWVSYjQYj5UOWhRXFJPQ5E65F7IYRmgi9EKatOdIx/h9nvvoF53I9rzDB4mwMPRQpg5eM27LjwZrxDM7ANqNCdNGEMYYocu808GcFM4fshQ2IXpQYD+wydeArvOOAePclA92ivEVYLlImTgWAJuAA1wzKf+BrX+UMnVhFrWyWNw0km7faa9wcBhe3bkaSXAo0UHWpkNwiTWtgxqJCbC1Y1cHrdpxcS90dHCzv10i5rMzTa5IWGg8jooJi0BMKGGLyCZ0QCg5Gq4Ye5YkxIQhHWRjwtSqsYoJ550RZuYV7McuM8fMTkDurXyZCDebMlkMnBOGYCQjCzDFziaWzGqZkO2GzMw11hzmGoA7HxWssVextvIVz/gUJqRiWJmn7E5VLj6tuBghI/TacsLhbCJc99K72Z2Grh0HAkITWouI2vFKzleJ7btDV4F9/oxQE3rFvdmeO8WY9ScvF7hPoBfrd1mh4LQgJjRJCwjBGyEdE85TI2Qn/875V0ZKTgqbAdqsVLduHfaSSSF0XsiGhYqpBWgtLph6aofwtB7iAoBXsVWtfLeNa01wsXoOCY83LDRRXhhTQb42hatTWBTboengMMoFaxATCgNCCyIhImLC0HFT4hQTgQ5qEorIwvgyKi8kdVAjyeQgWHFG4YaF1ufCq4Nm7VgTemJXknJBVGrHtA7SmssZIcGuP5mXOpiZb0g6g8xcI1lkQZix6NqRSkuSN1BTFqfOE0xeSCutte8WHRlKw0IFHRmyUYVwOY5ZJBYZExm2teASsS0Zzf/JNaglwx2MEdJFdeGxrEm4kgiFhaGYMGyEodqxNy/0xoShgFCmdH4CAWFa7Ti0BmHIn0I+nBAQ6kNB/66oONAlOSCEyAhDMeE8DQg1bQ3/lZGSk8Im5zhwc+W2dWEtCQsVochQGBai4oUlRIYosP2d54SjvDAqMiyzduzlduADrk2Fa7F5kyIqI0SBmNAhLR1MJu1AUQgHF8YEhAlInoKFGxZan/N4m7S6DvN6SBgQhtAPReigNyZ0GXGG2bYY97BXzmcFf0taNZxkvutgZr6Rk8Imge3yFLEZiyZK58x1/Mx+lh9iaGHmYOaDrg9HhqKw8FVsNf8bigzZ2KImYSGA27kGAIDJ6ZgxhZpYIyxCde24RCN0D2SrdnxSYIRs7ZgeXPgWnuCMkJ5iQucT9AhCWuxCgwvJEYR0TOi+4vQmJexecybsJ41gChj1jSCM4qxg2SuapJjwhjFCdkjfnH9lpOQXqwnY9SdngDK80DopWKfEKC8M4fdCyXQTF8nsEw1z2pHMPvEyh154fQpjsSc/0wiFE5/LiAnZerGJ8HkRBzKrg3LMD4FZO+Z0UIjphWbtOCEgDKFjwviA0Is64tlQjWUSuCgoGbMx4Ujl/dZTjFucMYV033i2coPu4gjNzUaYuWHI5eOmYgRY4tx53KggK3QxSF5BVqhO0/Q6t4LM7rklLSW7w+W6nDzIW0pmF7IGgFex9QvVa9N4S8nEmoU1h6sjj01jLKp8XM+MEDMxodwFE3BnGsh1kI0JQ5Skg5q26tysLB00i8gl6aB6uYvroKZIQKhwba8lZgEarYM6JiSGyoQQGKHFjaeDedDe/CEnhfMUN2bx1o689TNW5yy8ZxE7MkwLC0GWkjURJx86MvQOKKxVWAgmLxybxDX5eIA0IywQE0alg8moF0BdK8iNMAr1IVAxYYwRRi1PqGJCoREKJW8hsFTaWDjF5BTXQMGOvTsPnI+fgW2hjHAAADBcPYJw2vhvKCY8Cz/y/u0ocBQ4x40zqI4JbzwjzMwrclLYbHjDQi/quj82LFSY19Py6SYW1Go1oVm1blioSJl94oaFisPVeaEkLIxeoUZOOC+8Jl+nMM0IiyDUGwdh7dhkKuG9j+RcnA7G0pb+ejEUkHoXtWKLPIcLoaI1Fc7Ry1mHasdez7soKFMoLB1kRxO6jnu0ckM/E+WF3Nt4oxphTpfmD1kKmxDXC90KskKyAlloEqa3zhLqlK8C3tCoqpTM7npHY3qhWUGOiAk1CbOS42CXLTQJeOEU0Co5PRNGeJpcBCfNKFYCwNAKoC5Fo7PAxwJrt4itHe8DgMWCAW4aeUyoNsdpE+dmsuSP1RMTNiZ0N38jiK20Rm1zgmojHPA10LuYeAkFhCbEEq1HQeHrLVVMeKPqYGa+wSpDpiERTjoBMAVcCdSOWfQqhmy1iMYuJScvvicpJVdhTUO20KVkiVfKHW+GqGjRV0eWCGFdM0JnvqxQczSxMaE+v0veoDT2AfuA8/ifAKR+TgiUEfYAiDQjGvU2qGcrH2EQQBuhGqM4HT+3V2EaIRvOwWfgI1zPNuw8N6u9a4ShZ6JrGLpzO8oZocJXTb7hjZBdJnDOvzJSshQ2BzMTkNNgzxr0iBnde9K1G3p8+owXSkYWsiUi5YVqbZqitmAOMWRXKIz2wigSvLCIEUbFhNU6OGQEd7FeKOSsc34v+k477JsJCGvEmtgNtGV4F7JhP+EBhnwZIZ3DeTnP1QAkR4mrg96YUI0ucZ+ee8TICekgYagVNdz12HM3vBFm5hVZCpsWq8M67m8FAAuACwXiOQDjhcNCAFNqr+Qiz0MTHRkSHOZmn6QTFRZCtE7NLEIjjE3nLOjV9ADIzvhRmCd3c0yo0AslteN9xu1KTKiQhIVs7djUwR7jNptY0LVj852wnmfYC0O1Y0sHhZvnuf2Aq4PecM46SqyYUF76MNE/laaDqluTpIMBdj2WdVDBLhM4518ZKfnFamZie9IiPjZVeIOpGdggELI2AO7iGgBcBVnzBtdAER0WxnqhEKERhpDEhAId1Ei8UGKnbNwj9EKCfXxAKPHCEGxAyHqhl5g3g8UbELpIwsIig4QVbMnYRX0IVaJJHzF0FfsE8B7ZgCTvZZyZl+SJJk0OOxnZHc7nfc+Fe37Rc5lD0000rZOVmczeKcYJrCjDEwBgiZGVhPaLUNRwJjL4xQuBwkbIQh4JQ7GTPmR4z+yeqePcbHE6JtxHfteAmHRCxITCenFbwKJDMaHkkwn/tDI3JvTqYCgmtGYimzFhgg66M04IHfTWjjXDQDt3AUFzghs2E35uWQcdcro0f8hSeMNwGVgGIOyFBKorHwa6OC+UorJAQg1Da9No9BhGZQiUGobWprH4FXAngMopklbDCKJmIoPzwgQjtOYgEzGhUD980HNM6ZiwyMldyL7A/dW1Y5OoycghHTRrxyYhL7QIvR+hLJNcbkCSDrp4V6ghjJAO59RRci0+HXQ5GZ5BrAg9kxPV/2Wvq6vJRugjLf/ONCJZ8Jsf3b0ed74V6jQnfKVkboHWWa6ES8nEdJNWfRbUyx4Ky8QEuoJcKL/ynhSuhwMU7XhXhCs4xkaLocGFCUYopIz6pERzLNh6sZfYcHgf16AYwoAwlrT3wxhcaMaEtBFKKsUqJmTnlEhgjZCOCS9x6klgGaGCfT4VshFm5j2xkVFmztj1J2d2/b+B04/wYleHhQphZGheBA4bIldaZBhKBIlved2TKiXHhoUaYU25fNy8sBQjdGPCGPdga8fyNelYF6TfLW8R2a0d73PuMQnHhAo3LLRqx7QOhmJChRUWmrVj+i2JHPLIBoTXub3j9LdYHWRdbRQY4RI+GvUrVAdALDfofSamEUbWjrMOkuR0af6Q38v5i6TntfJCeVio8OaFXmFrtVIkM2HrKhYZmtNNViREhpZO/8rfyg4OowrCQHxYiOq8sBQjtCgjHXRx80K3dswaoQQ6L9zHGaEMwsCKB4Refy7+lhhhIWuEEqaBMwIjZNFDEumN5kIxoTcgFO5Zd4LbL50MC7MRZm4cJElRphlQYeHxwNYmGissBJcXuqet4WqFKycvhGAQoYZeERElzj5xMYcbRs84iR1cCOB2YKAMI1TDCnVMmCQebEyoIfJCoQ7yoS6A6rzQjAn3uU3T0XmhjgmL66BG5YUqJkx6V/xMYapTZIT6QodYEnOw8gLQGQIdEyoj1O5FhHxezAe3OgD2oVwdFF/9Zh2UkdOl+UOWwnmEWUSO6nBVXqiOBeE0ZBOVF5pqyE5D9uN6odAU7wLerb7HM/vEW0H2Vt3dIrJFyTNRNKt8d/6W706TqAgn9s1NxeuFQiOMwqoj7wu1c+Bqx17kOkjXjl2Eb4ysdjzRiaGSztTF37PiS5yyVWkLsz0dEJro/rNirtkIMzcgWQrnF6o7izJCjRsZCkeHKYjI0K4dKzp9pwt2VjIbE5rUMDIEcB04CywUzjVRdGKhOKWQItkmBpErY5eHqh0XVwsJ+7gGqaiwUG6EUWypHk1RmAlZRsii3zM9rlKyl7oFYYTehM+qHbs66O0AvA8V0kHZBzAbYQxRp4pMQ5OlsJnY9Sdndn3PODN5x9McB7Nas1tB1igvVGEh8TEfDgwCrEkpWRgWhqjyQissJCbnsGGhZig2FFoFDHJtSmc7sAy4zDULI68da1RYmKCDwtqx5gLwLNfGIjIm3BQ5UkB+RGysfGYkW9VxMeFEtVyyDkfsYhJ620KP6dqbq4PuuD268hsVEOqHUj8lDwhNRoAlWQdvCHp7e//sz/7MuvOdd9554YUX9H97enoefvjhm266aeHChcePH9+9e/fQkP96a8GCBX/8x3+8evXqQ4cOPfdccx8/WQqbGW9/KtyuKoRwSnIIXUrWFWR/TKjwhoUKrwsSMaFbQdbwCxkmk5jw1NkLt1duFPPCBNh1uEuhH1gDFNgdnGYT1yCNjdX/bZV5YZgJ38HIeqGLpYPytRpN5CVj0wt1TBilgy5pRggA2PWN5j6jzxGxB9ncc+ednqv+gYHZpHrbtm1PPvlke/vM6XD79u1r1qz59re/PT7uCWO+/vWvr169GsCZMzXrh+pFkfN/Zi4gcj7NOWAZsCjcgH6QCUE1IBQWKsqJDHUpuWBYqJiJDHVYyK7hU8OwMIaXD+DhnVwjgu2ool5eqGt0C8QzRBPoB1CZMF4DL9xUuREVE7KYOij/nIRjQksHrSwj5IXeq0dJrus+oOVwXiMUrwVIGSE9eGRcsIs5WTvOGeGNg5LCY8eOHTt2TN/50UcfqRsdHR1PPPFEe3v76Ojou+++u23btt7e3u7u7o0bN+o2mi984Qu33z4zOidLYWYukHghgDHSC2kuAEuKzaRQkeESdj1jIixUaCNkRxMSYaGihkMMo72wPmGhNkJzecJ4L4yqHbun3SgvFNaO+313Cr1QVjvexDUIQR8IVkBokhQWegPCBCQ6qAmJpjwgNFFhocpoimSEh5PmyQHIOliUJksK169f39PTA+Cll146ftzd9QEbNmw4deoUgNdff/3IkSNDQ0Nf+cpXACxaZJ9Tb7311ocfflj/9+zZqA9SI5KlcF5DeKHELK+TXkiHhQCuAIva0M56IUsXt8WBnBUAXsXWL8vcQx4WogG9cHt4ReJ4LxRiGqE5KzrKC1n6w98SeiHJJq5BGq4OujFhjBd6ddA75Ml1OCsmDJ3IiNqxfkytcYQRsjHhuEAH6avCw5WDj/DCQEyYjfBGY+fOnQAuXbrkNUIAR44cOXLkiLrd2tp62223qdsnTlQNTejp6Xn88cdbWlomJiba29snJibOn49aDKIRyVLYnLBKpxsk5IXqXKMWaKC9kKZFiRLrhWxYCGAdcCm8uZ6GDQsVMcFXTam1FxKLz4m9UBgTsnM6JV7Iqnq/c09osfFUNjn3RNWOQ9cFREBo4fVCp3YcGxASgwuLRxvsx5elyHNgS8Zhsg6WRDMlhS0tLXfccQeA6enpP/3TP+3u7r5w4cKvfvWr1157bWrK/ug9/fTT69evX7JkCYDXX3/90qXZa5eFCxc+9dRTixcvPnDgwIYNG3p6egYHB6enJVtGNjTN9F5mAOz6ViUHkZ3RAWAMGOPaEBB7AAtH+k2wQxRp9J8qH4BFc21AnD1GOUcpK4GUgzWU0AsbFcs45zPCWlwv93MNFPTKMeHa8abaZIQbY4xQQXbLE51BI6SPP1c1z5I2xk4xUQ/IGiEdE6rnMOzbjd0kFBN6jdB7geLcmY3wxmTr1q1K8rq6ulauXNne3r5q1aovfvGLqkBssnTp0m3btqnGw8PD+/btM7/72GOPrVq1amBg4MUXX1yxYgXmxYBCZCmcz1jW6HqhVyvN043Zm8dOatYZlTpRTbQVVsPlAMrywnewA2IvjCLaC70LVhdkW+UGe9Va2AvZgNAkbQFNAP0BIwwpe/yKgpsC90fFhC6EDsqPZCMmjA0ILZTGqc9ykXBO4y++ibGeA+2FLqYRWgcid1xmIyyVtoaAxHshAAAgAElEQVT/mkXFhABOnjz5yiuvvP/+++q/n/3sZ7u7qz7vy5cvP3v27OTkJICurq5vfvOb+lsPPvjgbbfdNjo6+txzz61YsaKlpQXzYkAhcvm4uWGLyBYJpWSTIqVkxUSolExUkF11VWfTUCmZrSBXBSADlS3GCKJGFqZQbhF5u8AFTcg6MlE75k67fogicqh23B+4n8Y7uNAXE25y7knGrB3HpoMWThG5oA6aSM5cbEyoqwTJ3YJ+GmbBQbgkVi4ZZ1L50Y9+9O6773Z3d7/77ruq2nvt2rW7774bQF9f38WLs1uRnjp16jvf+U5XV9czzzzT1dWlasRDQ0Pbtm176KGHpqenf/jDHw4PD2/ZskW1z0lhpgGgi8jud6280Grgnnes0o+bF3oryMRQtkJ54XLjtjxo8aPCQgDyUrKQ6LAQ5eWF3qqxOfXYS9SlRaBebELXjuV5YX+qESoEeeEmrkEarBFKjl6jc5YYofCw6+caSFCfeskIFm/tmC5bu1i1Y9cI2Xpx5XY2wtrQ2vBfs0xOTvb397/zzjt6/J+aaAxgYsITVg8PDx84cEDd7ujoWLly5eOPPw5gz549R48eBbBmzUxPMz+kUHJRlplfKC9MjgwT9v215uUqL7QjQ29YSJ92lgbyQiIsDAYgdGToDQuJE3X0TORSkIwjDCGed5IWEFq4eaEbE/Y791hIhnuGJyNv8t9dRVTtWL3hrA5G0QosFBmhBP3xEqZxXrwXgVFhoaWD7gMSTy82IKyeiZyNMPM7v/M7ra2tQ0NDb7zxhr5z3bp16sbp06cfffTRRYsWXbp06ac//aluoMrKU1NTQ0NDf/RHf7Ro0aKLFy+OjIyoxQ43bdoEYGJiYuvWrSdPnmz2CcjJfUOmYaCLyKHv6lJybA1aYZ4GrLVpiJjQJFhKjoIuJVswJTGVF7LVZCHRXliwiOw1QuF7oXC80KodC3VQ2CMSdeT+wP1paC+s1I43EY2LUa4RAliCSwtE2+awMaF1wUV7YeiDYgqcdQnh9UIrJpSng+bT0zFhyAjZ4/Jc1sFaUxXFNTI7d+7s7OwcHR19++231d4kN91001133QXggw8+GBkZ2bx5c3d398TExKuvvjo6OqoaqGGIH3/88aZNm3p7ewF0d3c/9thj5iO3t7c/9thj//Iv/5KlMFNvdn3rzK7/p7oyliZ21hDD0LlnJLD7R1Q84FUk2wutsNCbXC33LWjmRobsyEIAeAc7Po33rDtDkWHNRxaigBeGMsLQOoUhAnkhe9pNw/XCfm+7MtnENdBExYQbYy4BJLVjzBhhKehPVZE3kl1qgO4Q5EaosLQ1NiPUZCPMGHzyySc7duzo7Ox85plnPvzwwxUrVuzYsaO9vX1sbOzFF18EcOzYse7u7vb29meeeea9997r7u7esWNHa2vrtWvXfvSjH6mhhwQDAwOdnZ2f//znAfT39+vFDpuILIU3AIQyKi9Mc0oYpwEdFkYpCEKl5ARCpWQNO3J+lrIiw+iwEEle6Bphi3NDTsULdUxYRCRYlBeq2nE/3bQaSe1Yswb4AP8b1yqZjZVhm7GzZ0NUX4SNJu+xTa4XEwoL3Q8Kq4NezJgwZITsI18toIO5Xlw/miYp/OlPf7p58+YlS5asXbt27dq16s7R0dF//dd/vXz5MoC9e/du27ZNjR186KGHVIPh4eHnn3/+0qVLL7/88ssvv2w+4Pbt25966ikAP/zhD9VE5ltuueW+++4D0KSRYZbC+UKy2KkhhvSY/FBYiJghhoQieUrJxAA3b1gIp5ScHhYq3MgwISxM8cIoysoITSpemKCDab1gP9egIB/gS0BrxGYhUqx6cbvAC9mY0PdJo70wVDu2jNB9OyWDC73eFvp0umFhbEBoMiEwwvAxmo0w43LlypW//du//a3f+q1NmzYtXbp0eHj4ww8/fO21165enRmmcPny5e9+97sPP/zwxo0bFy9ePDAwcPz48f3791+/7l+Vbf369eqGnq3S1zdz3jh9+rT3RxoctkvINA+EF7LKWHy1GhSwEGgvJNamEeKNDCNiQpOyIkOT62uxkO4rnLDw5QN4eKevpWuE2gVbKv8VTMF1GVqRYoRp/NizXweDPCb8AF8CUHk55F4oqR1rI2Rndwup1kGrdhyVF8o/Q4QXsjGeF9MLaSNkH/8j4CrQwTXzkY2wvjRNUgjgypUrL7zwAtHg4sWLzz//PNHA5KWXXnrppZfMe/bv379///5Q+8YnS2EGAHAe6CW9kAgLFYOFT46zeSE7DzYUFirYUnIVRFioMCPDOoWFCUVkRREvrzDUPlPPpbe2Lo7uOK/Fe6GEihECuLdyQ+6FBMSEEklY6IX+dAEIeKEbE3qNUOj4+uqJMDb203kdOMm1ofkIAKAWjCO80PdHZR3MZIrQTIKf4SH6a+Jb+tKgyG54CwW7nrBzJCfaMJFWBbdYCiwF7gKQHBOamAsZymMqDft3e2BXLtQxIbFUdaQjDrVjyLhOZKMci6jasXUpXcKbZPABvvQBvlSdmmrYTo+OCdkpxsSVtrd2vMRjhKEpJnQEOMo18OJKbOwbbzEgeDuJX/FR+Fsc2QjnCHaZwDn/ykjJL1ZTMrsDsktonQ8WdUonNkqm9zAFMEpulCxkGtxZWWEuZB1iqeDsJKX0Na4LUWRJQh+mDppLBhbUAy/7DSM0sx7hW8VKuREQKu6FTVq/593F2BuPyyswgoCQwLzaSNBBjfLCa8Aw95azMeGAoKMI8ZFhhLP7SgQ2PnZiwmyEmUxx5J1XpoGxam+hAYLsyEJN7BBDa3Q5sTiFpJg63okFqD4tJPMQsI9rw1eQNaqU/CvgHq6lheTvtgkVkS0jbCk0rWSI6wOGZXVkSUzIDrQpWEd2dLBE2IDQwq0jWzFhWAfplWjcIjKrg5La8QSngyzWNRPxXnp/ER0QkoMLsw7ONWlXWZlGJL+XzcziypcLEfhZmE5gnti9P85mAPr8lJYXVlVCu2WRIYEaobi93GAtOTIsp4hc3p9iFYtrDWuECjovJGJCnxESlfVQ1+cect6AUEGPoiVe3GIBoWmBrBFKuAwMFCgywPhImF2EMPuFY4Qx14PZCDOZEqnjOSFTKq3nMbU+8D01awS+wE8eFkKcF4ZCwdBqNZLQbLwTC9Tprjt8iqCnm2jWAqeB7cAhopE8LFQcBLYY/5W8TpD96TZmXhgyQm9MSE49Dumgu90cxGFhiJAOhgKs2LyweoqxJYL/zW49S6tg0klsQMhSTAc1o8A1mRGyMSFbEdaEWhIXSex7KR9BaIaF54Csgw1ETpfmD1kK5ztCsdNooVQkbJRslbfkG58EYx3CCwncBbEZL5TTXVltQ3shEctGvXgU5swSSbE40CYtHaS9kKgdCwNCC9YlNMVKxpYXmjFhKTqoi8iqdiwwQuEuJoPANdHjMVieNw7Ifv8MCZm5WTuWG6HC8MJshI1ElsL5Q34vm5X/setMq3DdB6uUbJ4GhH5g/rhVQZYIn1tKjq6khkrJkukmJlQp+R3sCH3LJLakPVb9dRpAV8wXgFXxRuiDrRd7Y0JN7JCz/aQRsgGWW3u0asfVU4wBTMfEhBpvHygxQuEKTOoV900xTmZQXJklXuXLRldgfqhDRWQ3JnSN0Du8xPtUPwobIX0BeDXvXJfJ1BChFGQalNaTgSKyFfghJjJ0fxYxP+6FzQvdmHC2gqyRR4ZWTKgqyJr0yNAywk+qi8hCrnVisaTwp1BeaM1SsNZh5EwxLR108eaF3pgwLSCUEwgIW8hxhCHMvFCig5Fc3YAO2Xg9Nia0Jh6xq4eGoEvGbF4YGxDq4FddWMQGhAa7vpF1sAFp4xpkmoacFDY90rwQRuAnH0Vkon9c5wEhz/MaT/HVagBfThcbFipS5mtYv1tVkD/xNOS5Jt+dwsvS6i9ynKjQCOmYUMPmhXRAGIWZMemY0BcQKtKMUNEKdMcYoTAmXDbz3lzlbE+Cdyo6O/fL4rLz8fc+giWx5o+EjJB+Jvq9pI2QvOjLRpjJ1JoshfOBOC/UbidzhSrkk5pDaC80K8ihU/m4V53YWcnuaEIAa517PKVkooJM/Mo0LywZSxMBrObrxaUj1EG2dqyxao/kCMKE2rHmlhgjFKJ0sBLlFfHCwWojtF6UkI25r3LU1aA33IzNCE32ckZIko2wgWHXjp7zr4yU+p4xMvXEWwVWKLFbEfguyJ+F4MdBbtXKlpJFhErJXiMkSC8lmyTUkeOKyLEsxWB7rYo6ZhFZ146FOpiAqj06Ohi6kkjIC2+pZK3CHerYmFA+w98gVDuWbHgoqSN7jVAeNNI6yD7O+1wDBGPCrIOZTN3IBj1PiAgLFe3iM6CX4nnh9UpYSJ/B/WGhQod3wgqyGxYqqvJCb1gYO7lESNEicphB4UtSQVg71phF5Nh6sTwm1Hwf/yvXRKOOJ2FMeAtwi/HfUi6Sw0YYGxYO+owwNMXE0jLzVXZLxkJUWHiZM0IWbYTCIcEG2QibgImG/8qIyVLYxPyPXVWb3UV7IchPC7tDBXueYGOwcoYYmsIWGxNqqFnJhBGeNW6nFZGFXvjyq1wLg1gjTGMYOB+pgwm8gPtewH0AgDuZptGYOqgp4oXLbCO86sR3IS90Y0JJQCiB0EE23gNwVPBJJ3i/YoRaB8VeuOsbz2UjzGTqTJbC/7+9e32Os7rzBP6VZMtIGGxsIiTbCTLOAIVtIFwNgQAJhCkzzBTJpmriLFWpCrycd/uGqq1sz+5/wL5JVV5MJkVtAdmCVG2F4OESmJkMTACBDRTEEOO7LVkCX2RZd+2Loz46fa6/8zwtqbv1/ZQqkVuPWsZqqb/9/Z3zPC1FmgvVU5W6omiZV1Hl946YqSokVhYq68VlYdx8LjTLwqyOsFguXDzCjJxbEyrHgZdTx5RUjYP6moLeXFjgDD1WQWh1e/FcGJodi0fGkr4wlAjjZ6LRIU/VhIULQu0YcEEwFgiFy9DI2JsLa29kHCRaFgyFraYmFybbPiWUC4WfHsmFybIQgqcckfWyCBSaIGs1fWFWIlQK5EJhWSi0NDWhfpRZ58ZJEs6OjYLQ4uZCd/1BfHbsLQgtuX2hLxG6NeHCh2pzoVkTekfGcjqflYyDAI4Z7+f+kH5cmwjF7aDCREi0XHJ/91ETCJ68UDGfqvQVAlQuzH046Ku2Fds7ol6SnKvWfGXOgwgAm4FRwSlTklQu/KhAIlSWcdOJmwhn6n0OMR0H36++M+qcRbGMQBY07YxeAznCGwdDDZ931a1bE4oLQsvF1Z6TF5aJg9pxWX8fmR3rOCiZL7vHCPeUmD9g1dTIONiUkleLpObBppAM7pOgsCyE7HkoLtJGpCfI+ssnL9KbLAsB4AP8XeqQed4BeLwvrFkKWlXfvlAua3YcWp6Q2xeG+BLhnfDYGZ4ah2pCSUFoSb5IKpoIlYuZBaHkKiZngNFyP4xmQWgSloVuIgzVhM7tTIREyy75W4+a0kJZaJ1cxp1omZeZBzCd+aDQZSGqT0VWZRg6N4339UjJ66ZgLTAKrKtHX4g3cOf9+M/UUQ1kUQfHydWqkr4wMjsOFISRrek7xH1hgTiYlIqDkdmx5dzqdBwUMmNWvLz3VoBWHHSPcX88zWMkBaHlzMKppZgIm1iZhenUYNgUNjdrA7JJuunEVfInvEBLcc54P3R+7FhZ6H7JddHKMFkWqn+C3jdw5xv+piptiRcXRhJhZK2lsCZ0H0rvw6NwXxgeGcc3kUi2mMQTYSrb1bxC0rPj5GeJDYkTYbwmPFNNhOb3IOsnMVQQWkJ9YYFEWMVdxkSNg6Gwldm5UFxe1JzbKTlBNq9NoljPRu5queTjTjirAqJPfclRskjj58LF6wiPCzpCUyQXemvC8IYSJf4v755R0pwdfzOVCIXMXOicdMZLWBOeB74q/RoM2ds4PBWgMBEq7uUuI4kw9Xer7GYcJGogWZNCaj7txzGL6OVJ4EyQtdxRssk7Sla8ifCcc1YZd1Y11Y3Vye0Ya2uTSYFRsvks3avO0hYfJQ+Fz1OyjJtOkpI1YSgOemtCTTJHVmrj4Fz1YiSS/k/bCXxUnTKbnyiJg4J4N28VsCHn+BRra3DyBy1UE1qRy43kyR1goTgY32KifzbLFYSpQ4hoqSUbG2oVsvLCpgJSgbJQ0S1esZST7gslEzJvXxiaIAd7m6XsC7NIakLJ2XpMuQWhJTlH9hWEbcb/KsJ/cN0X7gJQv4LQtCH1uiqH92QxBfrCVAk3L/IjklUQupKJMPw3ZCJsKbMN/0ZiDIWtT7S48GL4QyUvE2Q9J0UecebKQi20xDDGLariSwzjevV7ZZYYZpEPkSWJMJfk8ZJk5UJzdiw46UwuffLCusdBGBupZGddis+OzUT4Ve2H5D9lZ8SJUDF/BlUFeCyaCJNnovkE+JfUMWFMhEQNq/B0kBrUrLfROA5c67tdbhC4KnVMiJphhbYhS+hxVc0EWVITmqxRch9wsvYA0dNygV3JBxtviOydHUviYHx2bHLnyIsQB7XdmWWeZBas46C+5878R12V5GzS3jmyNTsOxcF4PWvOkUsWhJ9U3zkTPb277+/JONiaRL84qTmwKWx6P68Mzm6Efgs6m1pcFykLAbSnDghNkJVJYLLcwy2vLwytaivcF9Zw+8Lk5foOpg5wJfvCrJowPkEuOS8OUUFF1YSZiTCrkf060AsILh+XYQP8on1hqCZ0E6FVE2rx59esgtAyCVwQJMJ4TagSoX645/x9mAiJGh+bwlbQPhKNg4oq6s6WyEXqGd67JUUouQfB3W5ims+FqiwsWtjM//ergGyWhZFn4/ntJiaVC7MqwwJ9YURWIrRYNeFixEFtNDsOZvl67R9XA85lQjziNaEVB90frZy+UFIQWsy+UNeE8fiVXMUJ4DBwscR5QD+Bn7cv5ImpiZpTmeqGGkh7ci+IFqkMQ12g+TC5GD4sXhZOA2OyZ6+4vMowxIrGBecfuUsMc/tCsyz8w78tvF8mEZpyC0L57Fh7Fci/iLTwX1UnwoV1n6X7wlBBKODWhKFEGKoJQ3IKOb/DqaY/zkyEyVa8Fk9DSNREGApbRzoXmmvUcs/TouhIV+YJJp4LvdtNLBdTg1Ug1UmimguTJ7JWzNhRQ+fCzOdKqeQQWU5NkHVNmBUHC3gVeBUYwW4A+bkw7utOR2gqnAvliTC16eR8oY5QUy9SxmV7SuI/UIeBw8Yf46+pvLPjUEeocZfxCpfc/LvsbyTG8fEKJhwlh144eM9u+GXgiVU3cWqKrZ7GkrHNq0P9n+rKJBEyQv33H00clZK19eRg/hDZ2nRSviZc7DiI+YLQsl4QcCQicVCLzJG9s+NQHIwsywgPkc042Ba9Vl/EdD3+tXQcNF/FyS8mmYyDmjlE5mXriJoWm8JWoC92l1cWwjdKzqoAsw52hRoOSdK7qB668XwkTJ3CfihYFiLzbDUHgeDVCVNKJsKZEolQODt+1Z8IFUlfGPln9BaEoe+LvC8UPgBcRl+oZ8dWQegmQuHs+GzGwkU/syC0ePtCqyb0JsJIH25EWCbClWWq4d9IjE1hq0lvOnFPDROpDN1XDdZmEZULzcrQLQutBXvmXyC59cTS4d50uSxFhsxVJ8jxFZEiz2Pb7vSFQgBgP3Cb8ccrggfOk5+hJr4uQPWZxU5kLmHFwers2FS4L5QUhElWTRiPg8ndW6jpC8vMi03qW6giWvKSJN5XVpE4qEX6QnlBaGFHSNTkGApbUDoXusxc6J0LxxX4FM2bC+PbkG2RXLg2uuTKrHFUPohHQ8825MLMObKoPOrG5xn/Jh66nryQnwslNWG4ILREcqG3JiwcB+ObkQsXhJZOXFwtTYTJ77Qb6pO50OImwlCjb+ZCXRNGEmFq2SzjIFGz4/i4NSXmyN7OKXkiQ82bskJPPN59vdZfYDS1WF6xasKL5qP38qwU6dDbTcoEhWEAL2Fb6rDlYQ2skxetyOIdGftqQk0yR1biiTA20wcQGCJvKPeNrjW0uvhqAJP5A2h9e0JzZOun5rCsIzRZc+TCHSETIVFLYChsWen1hV7qaUklvNxHh86FxSaxklyY4M2Fofl0aP1/PC4kU0iGg6kD6sUbWuqVC8UFoSWZC+NbjOV0LlSzY2EclJXtQ9U7lw33g5Kvx5LrC0NxULLw9wLwSSoRRmtCJsIVLbn5d9nfSIzj45UqctE5ya7k0FpAa4lh7un/zLu1Jsie1YTAxXZ0WT/xhZcYmieyloySg14SryxEoc3IdaRyYXKUHJodF42DmjVHNmfHkjgoD+hqjiyMg2IqEeo4mLyQY2h2bCXCUFq35sjmi6jcgtA0kYqDUYyDlP17nhpYbhdEDUpvQDYVLAsBnC23du6iIFCFmhXhKDlGMkqWnCYkK0MMpw4IOpg6oKTkbLNYZRhPhNHZscntC+tVEFpuSR1gStWEQ6sXOkJTbl8oX7OhuH1hfGScrAlPAafSiwVDBzARErUYNoUtLrbpJFlsxPcjxDcOXyz38lHduS4LvTWh4ikLFbMyjG830cyyUNngi7fp7SZZZeGiMhPhodBBqW+1pXRBaDH7wsWIgzrcbwQKv04ymHHQTYGhHyu3JsyKg5rqC9XDuUxBiOqj+GMAwBDQEzvWwjhI1JLYFLa+4n0hipZIyunUAfFaRae4SCJMCPWFkppQK7gpIWvHySKVhcmO0HQh8N22ZseSRCiuCbX1wH/JTITC2bH1vUtVgHGhgtCS7AsjBaHwJ67AnhKL+7om2RdWMREStSqGwhUhmAvjz176fGnCJyqTemSNA+OJA2NGi64PXKBHybrVzEqEmpUtrERSfHas1T0XZiVCLfKtjp6VuqQHBOtYC9Dftc3GjclcGDhAEgc16yfLrAmLFYQm4WMlNDs+ZSTCj2s/5M2FtTcyEZItuc9j2d9IjOPjFeN84PpeQt75YvLU0+qLjgOXBA5IjrAnBecsDE6QNfnuE3eCrHlHyTG5Q+SDy7rpRPN+qxczDqKa3taJE1OyJkyelTqzPy+wgtD72I7/90lefR2vHlbsFX1yrXB4jsw4SNTyGApXEnV+XSsaxmOZuRNZvu7MfbqK5EKJZC5MU58vPMVwiLkrWa8srENNKPTlENZejk7Bv+QgMAe0pQ4L0d/q9/PjYM7s+AHnFnkujLASoVkTaqFc6NSEWQVhRPn/rGO1V1KejeZCb01oJUKrJtTMXFitCZkIKWgmdQA1j2IvNqkReTcgawsT5DK5yG0yJPs3lNAcOVK3qBNwqKe3eNN3UfJIFubKPiRkLDHMWlmI1GCwrQ0dgtdx6nFQOBEqatVAbiIUe8CXCJUyc+SsBaDJOTIwtDr475hcOIjqMV/JEmG8JjxWfcc8TD4XOyXoCMOYCIlWCMEzDLUeqzKUl4UQnNrOimfm2FrlQkHR5VeHvlD9vSVTujidPNLPtHUcIs8Bban0W2wpodf/wn0ANuLN1IG5rDjoxrh4XxiaHcvjoBaeI6uCsK3oGlTthOC803GqIAxlU29faNWE6QepQ5WFQ4yDJCB/cUINL/UMQy3E3m5Sr8pQXhYqwq0n5nl69ZPcuXBlKCoL1VnxklPwZFmobFik2XGoL5yZxmx0UhNJhIfCH3I9AzxTfX8E98UOrZWaHUcKwjIiBaF3dhxS7Q6TI2NJTQjgDHDeuZRclmOo4f1ZizwlRwrC0OxYYyIkWnkkz6PUNOITZI/z1Wgo2YZs8dZt3geUmz6tXCh8itWEm0ZikrlQ6OHUAUD+EDlkchyTZRKGzDOwZeXCMG8cDIW50BDZrQkLFISm2iGyddKZMjWhea2W5HfN+9N03Hejl5kL9SuoAgVhVWXPs0yEJJXc/LvsbyTGUNhqsnMhSlSG+pkstyxEqi80a0LFmoh5c2FGWQjg0mg0lJSF6nJ+/UB/9LAiDvpunJvDWPiblf+N99CJ8IvaICjJheGasFhBmFxcmFxBKKwJN87/r1UQFl6VeaaaCM1vVjIXmo45HWGS9cwXT4TRmpBxkGjFkjyJUpP5eWUwFA2DJyw8n8oUkXPt6mgYeTR5o4x5FsPcshDRUXKGwpVhF2r0x6NhgbLQzYVtbbgQCIX1TYReklzoUyAOapFcWLIgtDiJEOGaMP5YNQtCSygXWjXhcWMRobmaMPnSS+VC7imhJTbT8G8kxlDYsnIrw/YR2R5JrzI7N9zK0K0JFe9ZNorkQut6u4VzoXKd8X5/6CDUIxfOzmLWNwrJ+077PJNKhEpmLkwWhJJgZ+ZCNTtOFoSZRldjNLWIUCiSCJV4X1igILS8ljoAwZqQI2MiYihsZdm58HiJXJj8UpEhtcqFqoAJJcIIMxeKJsgu7yg5MkG2akJT/2JMk5XpKUw5W1mT//BJbhz8Ihz+RnCfNxo6s+MyBaHFzIXyOCibHas4KC+qQ0eecRJh6AFv5UL9gkrFQdULzjn/m6wJ9wP7AaROaxTAOEjFJZf0LfsbiRV7BqWm4eZC7wS55sZQLkzmxdBltSSEW5JDsvtCqyxUhJWhmwjNslDp90bDkmXh1GTBjSaHwh+SFISuaGWYLAgLWAf05iRCgaUsCC3uN7FkQajioOQqLb6akImQiBSGwtaX7AvNRNiuNjyeFURA1xngYoloOC4obCJ3rpcYFiwLFSsXSrabRPTXpTXUuXByHBO16dn7rZVvmfUmwkhNaDJzoVETyuNgVsL7WuYlAFM1oRkHk4+6CLcgVJKbt1QuvFA7MtY1YZvxx7ZUTbjfucV8JRHFkTHVQXJJ37K/kViZp09qGpGtJzFuLhQmxVB0Sz5TjueXLpbsytAV35UcGhy7ZaHWb/6hQFmI6rP8xAQmjVAY+o5Kds0KFxHG1faFi1EQKl+rvuPtd/NFCsL4v50VH0s+VifqURDqRGjVhIJcyDhIRBaGwhVE58KaajA+chKmQE0/TRbuC5F6rk3e83zNFWUAACAASURBVDlhWRhPGDoXmmVhZClhXH9dKsPpqYUrmuRn/AXl46BWzYW5cVBYE36tmgj1tXjL5UJ3ZGzlPNWySmJ15FGafPGjnDAezOYu47basjdUE7oFocXNhdXZMQtCqqfkkr5lfyMxyXMntQ5JX9hunTLXyoXymOhNb8nnS9WElexgSn76POESQ7l+FQ0Ll4VtbfPJIf1dDIsnQuHs2DSCp1OHFPM1+CVzYWB2XHIFoY6PoZGx3AngRPVHKf4ix7sUYL+TCEMv7Q56bmMcJKIQXvt4xfl5ZfB/Vq5qH8HsxlRNqKlnr+S5hJUzxrO2esIr1q+p511vALgouE9VFnbFXySuTz29q1zYB5wUfMnrgD+njgHQDxx6Cdv+a84FkZWDwDXlXsfVsSMEANxefWdN6mwrWaw42ANb8htXKzcORlZl5nxZvxPOLdbjWbeGc77OMlkQWg5WV2N+DDAR0mJozkV7mzZt2rVr19atW9esWTM8PDwwMPDee+/Nzdk//GvXrn3iiSfWrVs3MzPz61//+siRIwA6Ozufeuop371i//79L774ovdDTYGhcCVSuTByQPtxzLpty9lqLjwrDoiK9Zx3HrgseCwAjAOXVN8/IyiGLCoHqk+82J7KhRKXChJhln4AyA+FAA4CV6eO8ap3HISRCBV5LozPjkMFoSWUC50HbiQR5m4xkSTCSBduxkGrcQ+9zrFmx7mJUDkIXMM4SLTg3nvvfeCBB9ra5l919fX1PfLIIxs3bty7d6952OrVq3/84x+vW7cOwIsvvqgSIYCeHveV6rzBwTKDnOXHULhCqTlyPBp65MZBTdLthXhzofwOE7lQ2DldLtvDIiwLAeAZPPp3+H+pozw+Cn9oh+/GQ+JEmDM71onwG8aNawCIo6FLGAc1wfcutyMMceu9XMl7UA/pUEcYiYOCvr9yExMhLZryr7uX1k033fTd734XwPnz5z/88MPOzs5bbrmlvb19165db7311rlz87/q29rafvCDH2zatAnAq6+++vHHC+dzmpqa+td//VfzPnfs2LFhwwYAR48eRTNjKFzRIpWhvyxENRfG02EyxmWVhcjpC81fT/qzRKPkiM7q5XEhi4YS3QD+HN20XIA3L/7Wd2M5VkdoiVeGoZowlAiDr8gBxHJhMg7Ka8LTwKTstOqhmtBKhKGFuRfV46KaCPV5rYsVhFWVx5gIieatWrXq+9//PoDz58//4he/GBsbA9DZ2XnjjTcC6Ovr06HwoYceuv766wG8++67f/zjH807GRwcNBvBnp6ee+65B8Ann3zS7KGw3AIlan6SrSe2YmcxRLmzGJ5Jt0IJoi3JLisLXO4/akFezJP2ikUteSJU1qQOMH0tvyM0mS8Xqq9jkolQ6DRwuhrOnGvJiJwQdIQmN6rGE2G0Jqw89iwTIS265GkCl/3NsG3btu7ubgBvvvmmSoQAjh2bPzvU5OT8z/ltt9121113Afjss89eeuklRD366KPt7e1TU1Mvv/xy/MjGV+xpklpKKBfa25AtJ6MfjQS4wrkQtXfr3o9bBVp/DX8uFJaQuixM5sIkVQfhUzyKxc+FQoLZ8e1OIjRnxxZhLozHwXhNqBnfwTpep+S0c8tkNBq6NWFWHNTU89Sob5dxDsZBItdXX331wgsvvPDCCx99tDBZueaaawDMzc2p/m/btm27d8+fkL+vr++pp5564okntmzZ4r3DW2+9VX3ojTfe0C1j8+L4mADB1hPbePXcMcUu+aHyXNYEWQuNkoXD4bytJ6GRocqFxX7+u1MH1E1da0JJQWhx58jm7LhMO+haD1yaEQeTs2OdCPUMV5OMkiNxUNKyj8niYKAmZBykJSX/hdoAhoaGhoaGzFt27typxsQffPDB2NjYunXrfvjDH+o9KGvXrgWwefPmxx9//Omnn75woeY3wqWXXvrggw8COH369Ntvv43mx6aQ5hW86kmkL4xPe+vSFxa7k4vtTmXojZnuM/9G1AhVhnkTZCxOWZiVCFM1YYFEqIT6wvomQgDAV+JEGHfa1xFa4qPkYgWh9gHwmmj7iBcTIZHcrbfe+thjjwE4d+7c66+/DuDRRx/t6uoCcPz48b17977yyisqCHZ2dt58883Wp//1X//1JZdcAuB3v/vd7GxTpeMANoVUw6oM/dtN9JXW1H4RlQsLVIbHgW7givABobIQzlkMIz+MoWYxrzIMEe5K1oI1Yd03ndRPKBFGZscmqy+Ux0Hh7BiYqH6DpwBJMozUhMk4qFl9oZ4dxxNhsib8wHh/xHkZksJESMugdtFes2hvb3/44YfvuOMOAGfPnn3mmWdGR0e3bNmybds2AAcOHHjuuedUzhsaGvrJT34C4MorrzTv4ZprrtmxYweAffv2HT582PM1mhBDIdmyR8nKSV8ujOwanqq+81U0F8apaCg8N42rJhda+1hDA8KNTofjHSVLz03zKR69vnpimjrmwqyaMKxwQWhRuXBDTiIUU4lQ5zxhLvRyE6E7OzZZubBkQYjaRKhEcmHtw5BxkJZN+RfXS667u/tHP/pRf38/gKNHjz733HOqDty+fbs64LXXXtPNnx43m0sGV61a9cgjjwAYHx9/5ZVX0Co4PiYPc45sbzcZRw1zcX1864mXei7/KnyA9eVcZwS/kmK7XtxRMgRLxlyS3Sfp1YSiIJmSmwgDs+N6JULl6sxEKKgJJ9YvdISmKWSTjIy91Bz5vCwRRmrCD4xEaL3oEMyRmQiJ5K666qonn3xSJcK33377V7/6lV4pqLvA4eFhfbw6VSGAEycWfs7vvfdedWLC1157zVpo2NQYCsmvyPpCiHOh+7QdyYVxc4JNA0nzuVC4DTnk8tpoaLV+6USo1CUXlpZMhMLZsdILXF4oaoeZcdB9AERyoXtwKA4Kf89PyhJhhFsQWtxcaNzCREjLLHlGmGV/M9xwww0/+9nP1q9fPzEx8fzzz+/du9dcCzgzM390X9/85Kurq+t73/segOHh4c8++0zdeOWVV377298GcOLEiffeew8thONjCtJXPVlYWejt7awzUVtz5MgEWRmr5iWVC91RcmRloaIb/UjuSv41FkbJyeziTpBNuasMaybISnyOPH0Rq8IT89ya0CeZCOV6a//YmdqjIeMtCC2SOXKxdtD0RfWHIv4QRaAm9M6LvXxzZMZBoiz33HOPSngADhw40NPToy9Yd+bMmX379h06dOi6664DsGfPnoGBgY6Ojh07dlx22WUAzPj4N3/zNx0dHXNzc7/73e+syyV3d3ervHjo0CEdIpsIQyElFFliGN96Ep/uZS0xtK5dPibv43wutqMrmQgl3FxY5q9lm53G3AzaOjwfKpAIndlxvRKhGQfNAlWSC8OzY0kc1NxcaNaE8UQoqQm/MN5PvnRxJQtCi86FIwATITWO2iqukd1++8Lvt507d5ofGhgY2Ldv3zvvvLNjx47Nmzd3d3eri5QAmJ2d/f3vf//555+rP958881XX301gHfffdccKCubNm26++67AYyMCFZ+NB6GQkr7eWWw8sur0sv7LLoyTLZ0lqxcqJyrBo9ILpT8NS6uRReA0dRx8bIQ1b+N2m5SJBFGysLpcay6xB8Ky5HHweTs2CoILZJc6ONNhPHFA6G+sGRHaMZBLSsXehNh8klkBNjIOEhURHd39+WXBxd/nzp1CsDMzMw//dM/3X///X/1V3+1cePGsbGxgwcPvvXWW3qvSVdXl7pK3oULF9QpbCy9vfO//U6eFK6maixtlUoldQwRAFT+d7QvDJ2JWuVC/Wweqgnd4GTlQvfp1qoJzR/2UAxLhkLovczJXJh8AlfeEYZCa4KseHNh7050XeEJheVqQnkiRDQUunEw9Fs4lAt9NWGkIJSsKNW5cEwWB+M1oVUQutzHqjk7jhSEgscUEyE1msqd/yN1yDKr/Oc/pg6hedxoQlKVfyix9UTt/83aFhrfemIlQtQObMdkWcFr/oTYa+NHic8g963UATHeTSezvmFNgURoyEqEEfGC0CKe1JdMhKg+8ISJMM7bEVoinXruyLgWEyERLSqOjymDyoX+yvB8uCxUuVC43cRkbj3Jms0p7n1KJsgLVC5MVoZJqvqqubCSnDtHnpnEzGRsr0mm3ETorQlDcVBypp6wrBWEcV+UfgnsxsFI+DMfrromjCfCaE3IOEiNK3lSMGoeJX9N0kpUsDKUXMvVy60M3ZpQcXf9CpskS83V85KVYcQ0gGqq7RGde8/H6gtnJjBV+99VrCb8Av8tPxG6ejMLQpNbFhr/RHVMhMeAL4GF845FeWfHkoLQYkbGD1KJMIqJkIiWBkMhFeHPheaJrL2ORD8aCXAqF+budFGsuz3jPyoqlAvjE+Rp343BXPgpHg19CLW5sK0D48YatdxE+AV2qzfgSuOtmMJxUAsMkSWJUJj4jxnvD4ujofZFeFtJ0jhwVhYHwzUhEyE1uuRpApf9jcQ4PqaCKv8wmNh6YtKrCY8Itq566S3JoZowQqUH0X6PkLXl5shXGIVnqWkyAMxhpvrvKU+EX2B37Q131f7RzIWR3KS/eZI4KJwd683IPYAsDgrpOPhl7e3D4Rhs1YQFCkLTAHAq9dohjHGQiJYYQyEV58mFkZWFAC4Al0ZzYfxEg18BU8DXwwfAODeNS9+5ZGXhRfeSyt4lhqFz03hrQlNPbi7UiwtnZzCbvHsAniCoWYnQkgyIkkSYpZoL5YkwWROaBaErkgu1SCKU1IQD1Xci1y/WBziYCKlpFDrBFDUmhkIqJbb1RHM3Has5crHKUPJ0HlLy7NaArDL0RrYrnNWRdmXoXtrEonLhzCSmJ4BwTRjOgko8EVqsgCiPg8KasGr62rpNeeJxUHMfSLomLFkQopoIT1X/mMyFBsZBIlouXFNIdVCzxDC+stAcz8WXGLp0uIwvC4tfZC7ZMGk1201M1hJD8bO9X97ukz8D0xOYHrcToV4pmEqEZdyUOqCo6X6MAROpwyTcRGjNjk3eJYYlE+GA0RGaItevMzAREtEyYiik+ghuSY6fm9DNhcnQprJa7nYB0xhgX5ooV2RLsmyyWyNvY/K+s/jG3UDBIJhVE5o2pw4w5dSE0/0L7wtzYehBIuwILeZjSZIII7NjMw6egi11bmomQiJaXhwfU914lhh6E6FaWagJt564dxWZI0dWFmqSiZ5nZaFW4CyG7gTZ1AMMxSfIn+K2+Xfe6sBdyb+9q3Ai1CaANaljxHQcNENesa8QioORmtA07MtwubwFoSXwqGMcpCZWr4Uf1AAYCqme5nNhfLuJy1pi6K78sxKhzmqq4ymwxHCmGkQKJKsaaomh3m5SoCY09cBIfkFzwMUl/jW8CDWhWRBaVF8YioZuTVisIDSdFp8d3VsTunEwEjHNXDgCMBESUcNgKKQ6m9968qurYoNjqyxUhJWhK3friRmoJH1hgt56IkmE8bJQpq3QeXmK14RZiVAgEgdNksowHgclNaG68J1a6irMhRZJQWgxHnVMhNT0uPu4hXBNIS2Kyk8LXfVELzE02yBvuLR2gbhLDOPbTRT1VUaii72C201Ma4GrU8cITQPbU8cAbakDbHVMhPF1f6ma0E2EkVWk8S9Vl4LQMp66eJ0ptKdEMokeQeU7zzIRElFDYSikxVJ5slwuzCXcehKau6Y2ASTMAtiSOki5InUARLkwQ+FEWG/CjtBk5UKdIJOJMFkT6kToXtcu6zSEhTAOElEDYiikRRTLhd4rzCoqF6qn//jmZYt1hhG3LIyvxAvlwmRZqK4HP7tGnAubRe7gOFwTTvcXSYSKlQuPCRJh3GlfR2hxc6F5S4lEWHmMBSERNSiGQlpcxfvCZGUYymrCylCxZpcl+0JAlguXsiwsXBNGEqHwzDFVkTiYPAORMgFMAGOl4yCcOBh5cRLaUxJPhNHZMeMgtaDkpYeX/Y3EGApp0VWeHPRHw8jzsXIodUCIzoVmWSj81eBdYhgpC2fdm7bIomFS+Vy4GIkwJFATTvf7b891FvhL6hjNOzuWFIQWdxFhCUyERNTguPuYlkjlycHKL6NXw7NcqKbGSD6JnEdQviXZe+074a5kKxHOrkG7btG2RHutemxDTiicCCUEe4PrFQcBnK2+I/iyfrlxUFNbkv8jdZgSqAkZB6mVSc67QE2CTSEtHU9fmCwLARxPHRCilhiqslBYE5qSo2RPR2gp3xeWLwsLKFATOiSJUDg7VolQP3aSs2u3JgwlQsnDD8B/yDYUBzARElGzYCikJSVdYqifrVUyi+TC5C6QYUEiDKUTMxcmv5AyaxVZkVGyu7LQ+4q7WC4sXBMWS4TG7Hi6xJ4Sy1mjIzRNCKKhUmBkbBmoJsJkLvQdwERIrS+5pG/Z30iMoZCWmp0LhW3N8RKVYfLpPCJ0FsN0TWgqXxlmWZpE6Mtl0/2eG72SNaEZB70vJby50KwJ43Ew+cBz95TkPJC4y5iImg5DIS2D4NYTxXq2NjOZNxfGO7xp4ILg6TyeUdTfQX+hvESolMmFxcrCJVOtCeWJMMlbELpCfWFdCkLFeuSEHki1tzMO0gqSLOqW/Y3EuNGEls3C1hPzqnfJ/uZ4Tp9lzmNPAb3BA9P01pNkIqzZbmJSudDcfSLfbrId+Dh1jLI0NWGt6f7UEWJuHIyvOHAvlCyJg/GHWfKkM+EHEuMgrTjcaNJC2BTScpIuMbQGuAXmyCoEnBJUhhEjqVZSpExlmLTEiXACuLxIIgz1ssKC0KWi4ZeyRBhhjYxlvaDGREhETY2hkJZZTS5M1oSalQu9WS30+jX0TJ9c5QbgtOzk2PZ2E4uZCyUnslZqh8in3TKycCIs5lrgWoz1pw4TK5wIlc/rkQjlzEfRKYCJkFas5PR22d9IjONjWn7zc+RLkUflwlDD5SZCc0hdbJSsB8fykyAGuWcxlMxgjCFyWxsmZrGmLq/r5DXhtTV/ml4HAJMAgE73YLFIHJRVyThafUUxFz51pea+9siKg5rKhb2Mg0TUIhgKqSGkT20dOpu0XmIYOZG1lzcXek9kbVFnM65PLgRwLGdlYa2ONuMPhWvCeCKsTYEmlQg1eTS0GtmSBeFR4/05oK36DZILJULZSoPKXUyEtLJJXs9Sk6hLzUBUB4ktyRHuEsPQLymrIspaYujuL4nPkRMTZC13iWF1iDw3hzYdCuubCK813gLMjtA06bsxJHQaQi35cNCJcLT2du9lixXrMVCsI6xiR0hErYRNITWWWGUYufSc6gtzy0LFqgy9ZaGVCHUXVYe+ENVcKF8Qtx34GNNzmJlDR1uJRKiFw5+X1RG6dC50i0NdE5YsCFHbEZrmAAgeDMktxlGMg0Tz2BS2EDaF1HCK94WqMizwGyqVAGKGw5WhtCwE0A9cUX2TGZ/BROEV1N8AvgE8kKgDywsVh5JEGHkUHK1NhKomnHMOu+hUhromZEFIRORgU0iNKNgXRspCZQC4MXqAud3EFNl64j0xobVwrVRlqH4M9cpCNxe6Kw63Y+4QNq7B5B3Oh0zfCH9oa/hDUcma0GUuN5TEwTi3IFRTdCsUtgUqQ0kcDL9IYBwkshV+cUqNh00hNaiCfSFqL3SWRUcBcydE8lTVmuRUNR76hdnGcE14hfMGHO43EuE3Am8hS5gItUlZIIs4Gh4Zx6m+8ELZvwATIRG1NjaF1LhULrQrw0hZeK76zpfAhsAxCJeFWDjJSEFuXxi8uoni/gAKdyKr+BiJfRHLkQgBHAYAnAT6EgcCvtlxKA6OVptCU1t1J7IyB4wDL8m+szwxNVGWAit2qFGxKaRGJ60MdSJUp/8r3BcCOFUtC+M1oXeLa8G+sOG5iVC+yxjVRKicBE4GD/QoXBBqR4EjAAouHq089iwTIRGtBGwKqQmkz2LopXKhtzKMlIXKKaA/ekCEyoW6MgyWhaGfPmFZWEyhmrAuHeH52htVLvS2huargHgc1FtMVCloVoZ6TaG6h33V2zPPW844SJRQh4t/LrICZ6VYqdgUUnOo6QutSyHDqAkV81ohhSvDQ6kDED0fXqIy9CZCPRcX70HOUygRlmR2hK54ZZhbEM7VvhOqGCN9Ye2HmAiJaEVhKKSmEZwjW4nQVTgXygbXQToX2uemkTT0dc+FRRNhmZownggVa5qs/s0lI2PzNNQqBZpN4RHj/X2wpebIHBkT0QrEUEjNZOGqJ25ZaLEuLOzmQvcCuF6DqWgYKQvh7QslibBhLHYi1MxcmIyDJndwDNk9uNezqf6RcZCIVqamen4iAmAtMUzWhFp8S7KXPsXdIJC/pnFezZbkrJ+41OLCP7yPB74VO2CBtyacAKKn165jIrQWFHqdBEZSIds1ZywfnPPFQbcmNNUuMWQcJMrG3ccthE0hNaXKk4PZZSGAL2srQ2FZqJQZJQ8DQ2tkidA63U5dhsiFBsfxRBjfepzVEWojwLnUPWvW9041hZKC0HVq/n+ZCIlohWMopGZVeXIwoyY0ZS0xNDfWhXKhpNxqAy50pA7yKpkLCyXCMgonQk2YC811hEcCiTBeE2pMhESFTTf8G4lJqguiBlX56WDlV4XGunqUnDw3jaXYHFkFlzEAHbh0Ka8JVTQRFhscl4yDZsQ3r4znUies1lNjc09JPsZBIiKFoZCaW+WngwCC0fAYsMX/kYwlhtbFc1VfaH1B61LIERcK5MLU4sL6qnsijCwojK8BmAzkQhWymQiJGsFU6gBqHhwfUytQ0TCbmiNnrSzU5F/Q3BirLpSSmCN7r+JXYIhcqCaseyKMMBNhaCWAO0rW36/kaWtSs2MmQiIiE5tCahHBUXKkLEQ1FyYnyBd958S3RsnestA6VYqmcmFeZZjVFzZ2IkxuEjJZfaF5nZKiGAeJ6oZNYQthU0ito2BfCODPqQNCin7BeQW3niQtciI027tkInRnx1mJUJmsftFRQUGohGtCJkIiIi82hdRS/H1hvCxUZ675M3Bd+JiIyNYTb004BnQbf8xbYigpCwslwmKSidASioPCXeSTsjgYxjhIVH9sClsIm0JqNZWfDmZUhua5DON9YeSi7/qqJ+a5aUKDY5enL/QuK1QKLC4UkNeEWr0Sodw7wKepYxRfTchESEQUx1BIrcnOhe6JrC1qcWHhOTJyRsljzi15c+RILixUEy5vIpTUhO8A7wBDAMS5sBYTIdFimWz4NxLj+JhaVvosht6kqHKhd5Ts3W5iUqPkS3JqQi1vjuzVeInwfJ0KQovKhdc7tyu1NSHjIBGREEMhtbJYLvReBE+fubDMEsP+1DFwVhYqGVuS3cWFdUqEZ3yHmQ4Cs6ljtOQCyHhNaMbBIeejn4ZzYRUTIdGiYxXXQjg+pha3MEdOTpAt3lFyZGWhMgkcSB0TNz9KjiwrVAovLrxi4e0M7Le4g6kDTCdlFwAMcQtCV3SUzERItBSS09tlfyMxNoXU+jxXPREGxNy+UP/2ie93TpKOkq/AH97HA98K14TR4Hhudeyjy8iNg25NqFl94T6AcZCIqBCGQlop5kfJW6KJ0L32XW4u1JK50DtB1i50pE+pPU8nwpzusEAizK0JlcgFAL2zY0lBaKldYshESLSkJlIHUPNgKKQVJL31xMvaehLabmIOKVTgS+bCuJEebEz1hTvvw8w6dGSuA1myRKjILwztTYSRmtD0KSq7n8U1qcOIiCiAoZBWlnQudMtCJV4ZhpatqFYyFA3jZaHEzCzm5lIHlZaVCL3cXGjVhAUKwlqV3SwIiZZDczaFW7du3bVrV09PT3d395dffrl///4//elPMzOx1+HJT9m0adOuXbu2bt26Zs2a4eHhgYGB9957b874FZ28B2Xt2rVPPPHEunXrZmZmfv3rXx85cgRLhaGQVpx0LgzRudAqC72J0Ax8hSvDkY5EWTg5iakprMo5zWFuTZibCK2aUIKJkIiW0N/+7d9+61vf0n/s7e3t7e3dsmXLb37zm8Kfcu+99z7wwANtbfMnJOvr63vkkUc2bty4d+9e4T0oq1ev/vGPf7xu3ToAL7744lImQjAU0srk2XpiCpWF8PWFwq1toVwYKgv1vt14LpyYwIUL6BJOZ/MTYR2ZZaGuCZNxMDU7ZhwkWmbJczI0mPvuu0+Fs+Hh4U8//XTDhg3XXXddR0fHDTfcsHnz5uPHjxf4lJtuuum73/0ugPPnz3/44YednZ233HJLe3v7rl273nrrrXPnziXvQX2htra2H/zgB5s2bQLw6quvfvzxx+5fZlExFNLKVbAyVLkweSJrV+G+MKKjHWfP4srk+WsAFEqE9a0JrSFyMhGmMBESUZaurq7vfOc7AI4cOfLP//zPs7OzAB566KG7774bQG9vrxsKk58yODj4/e9/H8D58+d/8YtfjI2NAejs7LzxxhsB9PX1TU1NCb/oQw89dP311wN49913//jHP2LJZa5PJ2otwaskf+m/ed6fq7tP4jWhezk778Zn9zDLSHg6PAdMpzajKMueCE3vyBJhtCZkIiRqCGMN/2bYvn17e3s7gNdff12FMwB6RDs1NQVH8lO2bdvW3d0N4M0331SJEMCxY/O/7icnJ5P3oN657bbb7rrrLgCfffbZSy+9hOXAppBWuoJ9IYCTgjNMu4r1haEh8vQ0pj2/xeogNxEKjQOlX/0yDhJRMd/85jcBTE9PHz16VN94xRXz5/MaHh4u8CnT09MvvPACgAMHDugDrrnmGgBzc3ODg4N33nln/B4AbNu2bffu3eqWvr6+p556amho6OWXX9bhcmkwFBIVyoWjwCiAVC4c8y0ZLJYLvaYmMSHY+1egJswlqQkHAABDQE/iQCBYEzIREjWW86kDGklvby+AoaEh3djpG+fm5oaGPL93kp8yPT1tfeLOnTvVFPiDDz4YGxtL3sO6det++MMf6k0qa9euBbB58+bHH3/86aefvnDhApYKQyER4N16EtluMmq8P5LKhV5WoFeTjQAACgZJREFULrSyo/fqcN6ycGIC46lQWCAR5taEyUQ4UH3nMABxLqzFOEhEZXR1daldvSdP1vzO6uvrA3D69Onp6enyn3Lrrbc+8sgjAM6dO/f6669L7uHRRx/t6uoCcPz48Y8++qi9vf3uu+++9NJLOzs7b7755qVcXMhQSLQguzL8C7CtTrlQws2F4xMYj15geAkSYdIAPOK50Hm5zkRI1JhWHUod0TBUOYfafLZq1aorr7wSwKlTp0p+Snt7+8MPP3zHHXcAOHv27DPPPDM6Orp169b4PWzZsmXbtm0ADhw48Nxzz6k2cWho6Cc/+QkAddiS4UYToho1W0+8203MmlAb8d2o1C5zrnHM2HoSOSxifBzGPKIOCiTCSE04UJsID9d+NHW6GY2JkIjKU+UcasNcT0+P2gXiDYXyT+nu7n788cdVIjx69Ogvf/lLtVgweQ/bt29XN7722mt6vqzn0efOea8HuljYFBLZYn2hmwhVWYhqLlzsytAtC6vLUDxya8I6JkJvO+hKzZEZB4ka3H+v/GPqkEah93aYSevqq69W7xw86PkNKPyUq6666u///u/Xr18P4O23337llVd0vEvew4MPPqjeN7e5qFMVAjhx4gSWEJtCIo+FvtAsC70docVbGSZbQNUXJg9TzDPUtLWhPfBTnJsI62UgkAitmlAbcirD6h+ZCImojvQF5TZunH/53t3drbYGf/XVV4ODnjOUST7lhhtu+NnPfrZ+/fqJiYnnn39+79695oaS5D3oA3Sn2NXV9b3vfQ/A8PDwZ599hiXEppDIL3HVE5MuC5WSSwyjSwSlCiTCutSEwoLQ5VSGTIREVF96gPujH/1oYGCgra3txhtvvOyyywCo8wJ2d3d/+9vfBnDo0CGVxpKfcs8996gAB+DAgQM9PT09PfO/y86cObNv377kPRw6dOi6664DsGfPnoGBgY6Ojh07dqgDrHy5BBgKiWLmR8kbZDWh5uZC77lpLCoXSur75DWRc5VPhPE4GKoJTSoXDjEOEtGi2L9//5133tnb29vd3X3PPfeoG6enp19++eXPP/8cwKZNm9RVRkZGRoSfcvvtt+v737lzp/nlBgYG9u3bl7yHd955Z8eOHZs3bzYPmJ2d/f3vf68OWEod999/f+oYohXt/psvvPHe2sRB7slrLjopUFLenQPWpY5RuucW3t/aX/MheU2ogmVuIlRfWafkAcEpac6mDlAuMBES0WKZm5tTJ3y55JJLOjs7R0ZGPv/889/+9rc6e91www3qpNNvvvnm6Oho8lO6u7vVJY+93n///RMnTiS/6Nzc3L59+9rb29esWXPJJZeMjo5+8sknv/3tb5d4cKy0VSqV1DFEhMr/Sc2RzQmySVeGyaZQnXCwG7gcAHBZ7FgAC2XhA/ct3ChPhKhepi83FM5WU6BwWCypCTkvJiJabpJJFRGhsidwleQkvfUkvo/EPQX1+epbiHtN5KxEqOQmQmQmQhkmQiKiZcc1hURSKhcGK8O/hMvC+NYTKw6q7Hi5cYvOhfHucGkSIeocB8FESETUGBgKifJU9gymR8kulQut7SaRC9Sdq82FipsOs3acWGPcL4A1/gNjfgP0pY4xRWfHjINERI2D42OibMFR8l/8N88zT2E4EU2ESuQ89uZkWQ2RrZrwsO+tvH8HINhWIsNESETUUBgKiYoouMRQ5cJkHJRT0fDD1dn574vUAa5/N+KgMBeG/yZMhEREjYahkKggfy6Ml4UA3kgdAGNLyiJd9LJYIrQIc6GjsvtZJkIiogbEUEhUXHZfqCLjAeBA4sAFdc+FdUmESjwX+mpCxkEioobFjSZEpSS2JJt0iag2nRwAro0d3ih0IvRGwJPSfSeMg0REDY5NIVEd1FSG3gmy90ZhX1jHsjCrJvz3cEeYVFsTMhESETU+hkKi+sgbJeudyKFcaJ3pOp4L3/1D9MNVuYnQFJkUpxYXMhESETUFhkKiulnIhVYvGN99IuwLSwolwjbfjbkFoZULqzUh95QQETURhkKievL0haFEaJ62UJIL6zhENs05t+QmQsXpCxkHiYiaC0MhUZ1V9gxW9gzOZ8HkGWq0Rc2F8sGxNxGmBsTz1GGHASZCIqImxN3HRItCdDU865rI1n5k65p4ivfyd3ElE2GWk4yDRETNik0h0WLJ23qiSPrCRVLsZIS1Kg8yERIRNSuGQqJFlM6F5spCJZkLs4bIwpqwdEdYefBZJkIioqbGUEi0uNK50FWvXLiEiTB1CBERNTqGQqJFN7/1JIvKhdbZCrPUJREKZsdMhERErYGhkGiJBHOhO0FW4n2hsCyMK9cRcmRMRNRKGAqJlk6RvvBo+KORXJisCY8A/zd1TLQmZBwkImoxDIVES8qfC0Nl4Ug1F0aioSuSCI9U35TaKxTLMRESEbUenqeQaKmJTmHoUrnw67U3uqctDCXCI6jxJ/9RSYyDREStik0h0TLwbD0JlYWoXVx41CkO1RD53T/Ay6oGFTMRhspC3+yYiZCIqIWxKSRaNonKMBITESgOdU1opcDSGAeJiFoem0Ki5VTTFwrLQpNqDVVZqBKh2wta3MGxWxbW1oRMhEREKwFDIdEyk249iZyh5ijwsSAORoR3nDAREhGtEBwfEy2/hTnyCLAxdXQZOftLGAeJiFYUNoVEDUF01ZPk5e/K0GXhSYCJkIho5WEoJGoglT2DGEltMSksWRNWcyETIRHRCsRQSNRYEn1h4bIwmQgBAJXtvHIdEdEKxVBI1HAWKxemVHYzDhIRrVwMhUSNKL2+MIugJmQiJCJa4bj7mKhBqVzoP7v1AeBaz83FMA4SERHYFBI1uDpUhtGakImQiIgUNoVEjc5/NbzSZSHjIBERmdgUEjUBUV84Neq5MVATMhESEZGFoZCoOXhyobUNeXYGs1M1tzAREhGRGMfHRE3Ds/XEHCLPTns+pxbjIBERhbApJGoysVFym/ET7dSETIRERBTBUEjUfGpyoR4iz85gbs53OMBESEREKRwfEzUlz5bkmQnMTKJ9FVBTEzIOEhGRBJtComa10BeqsnBmElMX7GOYCImISIZNIVETq9l60taO8bPo/pqqCRkHiYgoC5tCoqZX2TOIA8CayzE3w0RIRETFMBQStYLKnkH8235svA5MhEREVEhbpVJJHUNERERELY5NIRERERExFBIRERERQyERERERgaGQiIiIiMBQSERERERgKCQiIiIiMBQSERERERgKiYiIiAgMhUREREQEhkIiIiIiAkMhEREREYGhkIiIiIjAUEhEREREYCgkIiIiIjAUEhEREREYComIiIgIDIVEREREBIZCIiIiIgJDIRERERGBoZCIiIiIwFBIRERERGAoJCIiIiIwFBIRERERGAqJiIiICAyFRERERASGQiIiIiICQyERERERAfj/M6k33LqBQiAAAAAASUVORK5CYII=\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename=\"gmsh_initial.png\")"
]
},
{
"cell_type": "code",
"execution_count": 48,
"id": "8a6bd787-0efd-49a8-979d-0346eef0e846",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"9648"
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mesh1.numberOfCells"
]
},
{
"cell_type": "code",
"execution_count": 49,
"id": "3b995d8f-605f-4537-b91f-79f1901b7b58",
"metadata": {},
"outputs": [],
"source": [
"sizes = fp.CellVariable(mesh=mesh1)\n",
"sizes.setValue(1., where=mesh1.x < 4)\n",
"sizes.setValue(2., where=mesh1.x > 4)"
]
},
{
"cell_type": "code",
"execution_count": 50,
"id": "87ad96d0-2bc2-4dc3-8230-aa61f0c4d0b6",
"metadata": {},
"outputs": [],
"source": [
"mesh2 = fp.Gmsh3D(geo % {\"cellSize\": 30.}, background=sizes)"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "77c0cf23-fceb-40db-99a2-20f120b10083",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3920"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mesh2.numberOfCells"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "4b2d72be-ed4d-4a17-aac7-d2dc9722c536",
"metadata": {},
"outputs": [],
"source": [
"var2 = fp.CellVariable(mesh=mesh2, value=mesh2.x * mesh2.y * mesh2.z)"
]
},
{
"cell_type": "code",
"execution_count": 53,
"id": "6ec8bc99-3602-4323-8200-60a31b1e9ba1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<fipy.viewers.mayaviViewer.mayaviClient.MayaviClient at 0x12d3d6550>"
]
},
"execution_count": 53,
"metadata": {},
"output_type": "execute_result"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"qt.qpa.window: <QNSWindow: 0x169617500; contentView=<QNSView: 0x1696170f0; QCocoaWindow(0x6000021c4370, window=QWidgetWindow(0x60000325d260, name=\"TVTK Scene 1Window\"))>> has active key-value observers (KVO)! These will stop working now that the window is recreated, and will result in exceptions when the observers are removed. Break in QCocoaWindow::recreateWindowIfNeeded to debug.\n"
]
}
],
"source": [
"fp.Viewer(vars=var2)"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "f10e81b7-ea3a-4c6c-a157-7de7686b954f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 54,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename=\"gmsh_from_background.png\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "25b0172d-faca-4df6-913f-6ce5a311dd33",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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