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@lstagner
Created February 4, 2020 21:51
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Runaway Electron Orbits + Bremsstrahlung
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Documentation\n",
"Website: https://docs.julialang.org/en/v1/\n",
"\n",
"Forum: https://discourse.julialang.org/"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Install on Iris\n",
"```bash\n",
"wget https://julialang-s3.julialang.org/bin/linux/x64/1.3/julia-1.3.1-linux-x86_64.tar.gz\n",
"tar -xvf julia-1.3.1-linux-x86_64.tar.gz\n",
"export JULIA_NUM_THREADS=16\n",
"export PATH=/home/stagnerl/julia-1.3.1/bin:$PATH\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Install Packages\n",
"```julia\n",
"(v1.3) pkg> add PyPlot #press ] to enter package mode\n",
"(v1.3) pkg> add EFIT\n",
"(v1.3) pkg> add https://github.com/JuliaFusion/Equilibrium.jl.git\n",
"(v1.3) pkg> add https://github.com/JuliaFusion/GuidingCenterOrbits.jl.git\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"using Equilibrium\n",
"using GuidingCenterOrbits\n",
"using PyPlot"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(AxisymmetricEquilibrium{Float64}, Limiter: npoints = 202)"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"M, wall = read_geqdsk(\"g171469.01360\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# High Level Interface"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Fast-ion"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"Figure(PyObject <Figure size 640x480 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" 9.444701 seconds (27.40 M allocations: 1.376 GiB, 5.89% gc time)\n"
]
},
{
"data": {
"text/plain": [
"Trapped Orbit:\n",
" τ_p= 44.067 μs\n",
" τ_t= 115.788 μs"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gcp = GCDeuteron(60, 0.5, 2.2, 0.2) # energy keV, pitch w.r.t. current, r [m], z [m]\n",
"@time o = get_orbit(M, gcp, wall = wall);\n",
"plot(o.path.r,o.path.z,color=\"r\")\n",
"contour(M.r,M.z,parent(M.psi_rz)',30,colors=\"lightgray\")\n",
"plot(wall.r,wall.z,lw=2,color=\"k\")\n",
"xlabel(\"R [m]\")\n",
"ylabel(\"Z [m]\")\n",
"o"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Runaway Electron"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Figure(PyObject <Figure size 640x480 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" 0.004740 seconds (17.25 k allocations: 548.656 KiB)\n"
]
},
{
"data": {
"text/plain": [
"Counter-passing Orbit:\n",
" τ_p= 0.137 μs\n",
" τ_t= 0.033 μs"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gamma = 10\n",
"E_keV = (gamma-1)*511.0 #keV\n",
"gcp = GCElectron(E_keV, -1, 2.2, 0.2) # energy keV, pitch w.r.t. current, r [m], z [m]\n",
"@time o = get_orbit(M, gcp, wall = wall);\n",
"plot(o.path.r,o.path.z,color=\"r\")\n",
"contour(M.r,M.z,parent(M.psi_rz)',30,colors=\"lightgray\")\n",
"plot(wall.r,wall.z,lw=2,color=\"k\")\n",
"xlabel(\"R [m]\")\n",
"ylabel(\"Z [m]\")\n",
"o"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## EPR Coordinate"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Figure(PyObject <Figure size 640x480 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" 1.496885 seconds (2.61 M allocations: 127.654 MiB, 2.44% gc time)\n"
]
},
{
"data": {
"text/plain": [
"Trapped Orbit:\n",
" τ_p= 42.882 μs\n",
" τ_t= 114.629 μs"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gcp = EPRCoordinate(M, 60, 0.5, 2.2, amu=GuidingCenterOrbits.H2_amu, q = 1) # M, energy keV, pitch at Rm w.r.t. current, Rm [m]\n",
"@time o = get_orbit(M, gcp, wall = wall);\n",
"plot(o.path.r,o.path.z,color=\"r\")\n",
"contour(M.r,M.z,parent(M.psi_rz)',30,colors=\"lightgray\")\n",
"plot(wall.r,wall.z,lw=2,color=\"k\")\n",
"xlabel(\"R [m]\")\n",
"ylabel(\"Z [m]\")\n",
"o"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Whats in an orbit"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"OrbitPath{Float64}\n",
" length = 163\n",
" vacuum = false\n",
" drift = false"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"o.path"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(:coordinate, :class, :tau_p, :tau_t, :path)"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fieldnames(typeof(o))"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"EPRCoordinate{Float64}\n",
" E = 60.000 keV\n",
" pitch = 0.500\n",
" Rmax = 2.200 m"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"o.coordinate"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(:energy, :pitch, :r, :z, :t, :m, :q)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fieldnames(typeof(o.coordinate))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
":trapped"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"o.class"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(4.288167725758827e-5, 0.00011462921973686387)"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"o.tau_p, o.tau_t # s"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"OrbitPath{Float64}\n",
" length = 163\n",
" vacuum = false\n",
" drift = false"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"o.path"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(:vacuum, :drift, :energy, :pitch, :r, :z, :phi, :dt)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fieldnames(typeof(o.path))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Low Level Interface"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Figure(PyObject <Figure size 640x480 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" 1.023776 seconds (2.26 M allocations: 110.768 MiB, 1.71% gc time)\n"
]
},
{
"data": {
"text/plain": [
"PyObject Text(24.000000000000007, 0.5, 'Z [m]')"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gamma = 10\n",
"E_keV = (gamma-1)*511.0 #keV\n",
"gcp = GCElectron(E_keV, -1, 2.2, 0.2) # energy keV, pitch w.r.t. current, r [m], z [m]\n",
"\n",
"@time path, stat = integrate(M, gcp, tmax=0.09); # time in micro-seconds\n",
"plot(path.r,path.z,color=\"r\")\n",
"contour(M.r,M.z,parent(M.psi_rz)',30,colors=\"lightgray\")\n",
"plot(wall.r,wall.z,lw=2,color=\"k\")\n",
"xlabel(\"R [m]\")\n",
"ylabel(\"Z [m]\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Go backward in time by setting tmax < 0"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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9XketVkO9Xp+lnlmtVkqUVpJxfT4lyWq1UpK0VMZtnudRqVRQKBQkHim1y2yDCJLFYkEwGFScIJGWePG6HA6H4mNGBhEXouwoqYoNInxKp4IPCoj0+XyK5R/1+32kUilavlMqmwiYuS4nEglwHAedTodYLAaXyzXw/2nESAWoQYw6nQ72798PQRAwPj4+8ANdDtTrdSSTSXqhNZvNiEQiivsECARBwD333IMvfOEL1J8wPj6Oxx9/nIY1LjUajQY+/OEP48UXXwQwk5m0e/du1faBEuj3+2g2m3QZpCoxDAOLxQKbzQabzQar1XpEESWSp0PUJHnJTT4LbaUYuOcjSTabDW63e8lyksg+LBQKkjKb0WiEz+dTvA2eoNfrIZ/PSy7yFosFgUBAcVJGynlypTsYDCqqkPX7fVrKE6tiSpfyut0ustmsxL9FwhuVUky73S7S6TQ9JvR6PUKhkGLdZdVqFclkkqpTSqlH3W4X8Xicfq8GJWZrxEglqEGMJicnUavVYLPZsHr16mW/0+V5HplMhqaasiyLUCikqMlQjmw2i61bt1KTNQAce+yxeOyxxxY1BVkNpNNpbNq0ifq/zj//fGzfvn3FXGwPB57nqarUaDTQbDYHepUIUSKq0pHy/oCZk6JYTRKfxhiGgdVqpSW3lVJW7PV6qFQqs4zbJNHa5XLB4XAsCWElZbZisUiVDzIbzev1qlLyG0Qm1ChHAbOziQB1QikHKTt2ux3BYFDxuWWZTIZ6d9SIEqjVakilUvTG2GKxIBqNKqK4DZqLpoR6JAgCstkscrkcgNmlNY0YqQSliVG9XsehQ4cAAEcffbRq5amFot1uIx6PU4nd6/UiFAqpepHcvn07tm7dinw+T5/7zGc+gx/96EfweDyqrXcxePXVV3HyySfTu6jrr78e3//+95d5q4YD8So1Gg26iFOeCcxms0RRWkkenvlA0taJmiQOZwRmjMek5LZSCGC320W5XEalUpGoX2R4rNvtXpJ8J2L6lXezuVwu+Hw+VfyEhCCJSZnZbEYgEFC89b7dbiObzUoUMjUG1Q5SqtQo5ZEWf0Ksle6UI11/uVyOfjZKlteUTrYWv248HqeltbGxMTidTo0YqQUliZEgCDhw4ADa7Ta8Xi+i0ahCWznctohbIFmWxdjYmKrhkpOTk7jxxhtx33330ef8fj9uv/12XHTRRaqtd1g8/vjjOPvss6na8uMf/xjXXHPNMm/V6CAdcERNajQaA31KYqK0UgjF4UBIIFGSBiWx22w2SpSWW00injGiJIlJnV6vh9vthtvtVjWPiGxHrVZDoVCQmMfV6kAFZghSoVCQdJaZTCYEAgFFp94Dg0Mp1SJI8tKX0qW8QVECSnfK9Xo9pNNpqrjp9XqEw2FFPhe592iUZGv5Nk9PT9PSmt/vh8Vigdvt1oiR0lCSGJXLZcTjceh0Oqxfv37Z7sh5nkc8HqcnCbvdjlgsppoZdHJyEt/+9rdx5513Sk78F154IX7yk58gGAyqsl4lcMcdd+Cqq64CMHM3/6tf/Qpnn332Mm+V8pATpUGp3UciURKrSfV6fRYBXEneJOIBIkqSONeKnOBdLpfq541Wq4VCoSC5uBuNRvj9frjdbsVLfYNa741GI4LBoCoESR4/osZg3LlKeUoSsUEt/larFeFwWDGlT+47tdlsiEajirwHJZKt5RAEAel0mtpCOI7DcccdpxEjpTEfMYrH43j44Ydx0kkn4cQTT5z3AxUEAfv27UO320UoFEIgEFB70wei3+9jcnISrVYLDMMgFArB5/Opctc8OTmJ//f//h/+67/+S0KI3G43brvtNlx66aUrwvtxOHzlK1/BTTfdBGCGRD711FM47rjjlnWbMpkMtm/fjrVr1+Kss85S/PV7vR4lSW8notTpdKg3aZCaJPYmLWenG8/zkpE7BGS4rcfjUTW0EXgr5V5c8mJZFj6fD16vV3GCRjq+CoUCvdAbDAYEAgHFCdkggqSGgjSolOfxeBAIBBTzcQ3qLlNyGC7P88jn88jlcjS8MRgMwu/3j3z8yZOtlbpJr1QqSCQSqNVqeP/7368RI6UxiBi1Wi1873vfw3e+8x0q2x1//PHYsmULLr300oHlKKIWsSyL9evXL8tFpNPp4NChQ+j1emBZFhMTE4p3W3U6HTzxxBO4//77cd9990kIkcPhwLXXXovrrrsOXq9X0fWqCZ7ncckll+B///d/AQCxWAzPPfccYrHYkm/LK6+8gltuuQX33HMPvYv72c9+hssvv1zV9RJFiSyDSm/yrreVTpQWoiaJc5OW6/30+32Uy2WUy2VJuz3LsvB4PKqX2jiOoz4k8n0meUh+v19xnyTHcSgWi5J0a7UGyM5FkJQ2acvN0wzDUIKklFLf6/WQyWSo0scwDHw+HwKBgCLHbqfTQTKZpKVWk8mEWCymiIFabuuIxWIjV2iIajcxMaERI6UhJkYOhwPbt2/Hl770JUxOTg78/3a7HZdeeim2bNmCE044AcDMB79//350Oh0Eg8FlKR01Gg1MTk6C53kYjUasWrVKsRNaq9XCY489hu3bt+Phhx+W3B0BRy4hEqPVamHz5s147rnnAADHHXccnnrqKUVTaecCz/PYuXMnbr75Zjz55JOzfm8wGPDEE0/gQx/6kOrbQvB2JEpETSLLIDWJzHNbLm9Su91GqVRCuVyWdBpaLBZ4PB64XC7V9jPxtuTzeUlXnVoDZEmmWj6fp2ZdvV4Pv98Pj8ej6PtcKoIkHyDLMAy8Xi8CgYBiCpx8GK6SXcaDwhuVatgZ1Agkb79fLDTztUogO/aZZ57BV7/6VezatYv+jmVZXHbZZXj11VfxwgsvzPrbE088EVu2bMHZZ5+NYrEInU6HDRs2LPkFolKpIB6PQxAEWCwWrFq1aqQvISkL7tq1C0888QR27tw5K+0XmDEdfvGLXzyiCZEY2WwWmzZtol2F55xzDnbs2KGa56PRaOCuu+7Crbfeir1790p+53K58J73vAdPPfUUgJnOkeeeew5HHXWUKttyOLzdiBLP85LcJPn7MRgMEm/SUmdCEbN0qVSSXMx1Oh1cLhc8Hg8sFosq5I14ofL5/JKMCuJ5HuVyGblcjipWpKTn8/lUJ0hq5CDV63Vks1lacVC6/Z4cH+l0WpJLFw6HFbmZ6/f7SKfTVJ0yGAyIRqMjN+/Io2NMJhPGx8eH3vcaMVIJZMfqdDqJGfKMM87ALbfcgmOPPRYA8Mc//hHbtm3DvffeS+VSApvNhnPPPRdXXnklTjvttCXffpLH43Q6MTY2NtRJ/ODBg9i1axddEonEwP/ncrlw3nnn4aKLLsKZZ565Iue/jYLXX38dH/zgB+kJ4fOf/zx+9KMfKXohiMfjuO222/DTn/5U0v4LAOvWrcO1116LK664AmazGeeccw4ef/xxAMDGjRvx7LPPwu12K7Ytw0IeDyBvoQeOLKJEOt0GeZOI74cQpaVKtCYgpbZisSghcCaTiZba1CLv7XabGrXJPlErMJKMssjlcvR9kuwlv9+v6Hsc1MWmdPu9IAi0/Z6oJDqdDn6/H36/X7HhroVCYdYkg3A4rIj/qF6vI5FI0O+32+1GJBIZ+bssbr9nGAaRSGQoxUsjRiqB7FiC1atX45ZbbsF555038EOq1Wq49957sW3bNrz00kuzfr9p0yZs2bIFl1xyiSoZIfJtmZqagiAIcLlcGBsbm/fA6na7OHDgAPbs2TNrIQx+EHw+Hy644AJcdNFFOO2001bcRHSlsWvXLpx55plU3r/llltw7bXXjvy6L7zwAm6++WY88MADs3KGPvzhD+O6667DueeeKzlhVioVfPCDH8Rf/vIXAMDpp5+OnTt3LvnF+XBYCFE6UszcHMdJcpPkn5XFYoHD4YDT6VzSkhtRckqlEiqVCiUqDMPA6XTC6/WqNoiXGLXFc9nUMmqTck4ul6NNAcSz4/f7FT3/DDJPK106JCXKbDZL34/Snqp+v49sNktnjDEMg0AgoAgBk6s8er0e0Wh0ZI9Qv99HPB6nQoPL5UI0Gl3UeUEjRipBTowuueQS/Pd///dh/04QBLz44ov4/ve/j4cfflhSkwdmPuS/+7u/w5YtW1QZVFqv16mniGVZ2Gw2anBLJpNIpVJ0If8ms2cOB6vVilNOOQWbN2/G3/7t3+KEE044YsIACQRBAM/zEASBLuR5OciFRKfTgWEYMAyDu+66C5/73Ofo77/73e/i/PPPx7p16xZ14Wm323jkkUdw88034+mnn5b8zmAw4NJLL8U//MM/zNsF9+abb2LTpk00MHPLli34yU9+sqI7/ghRWmiO0koNnCQ5RIQkyb/nBoMBTqeTltyW6jPhOA7lchmlUkli2DaZTPB6vXC73aoQT7LefD4vMWqrQVpIuSiXy0n2uxrt9+12G7lcTtJ+r3TCNSF8mUyG7juDwYBgMKjYeI52u41UKkWtDwaDAZFIRJHyZ6PRQCKRoN9lJdQjQRCQz+eRyWQAzKiRExMTCy6tacRIJZAd6/F4UCqVYLVakcvlFvRl6Ha72Lt3L2q1Gp5//nnceeedeOWVV2b9vw9+8IO46qqrsGHDBvR6PfT7/YGPvV5v1qR1+VIul6l0WqlUUK1WB6YcLwaxWAzHHnssTj31VGzevBknnXTSilOFOI6j+4jss36/D47j6CPHceB5nhKiUXHbbbdh27ZtkufC4TDe//734+STT8Ypp5yCtWvXQq/XQ6/Xg2VZMAyDV155Bbt378YTTzyB3/3ud5ILFzATTHb11VfjmmuuQTgcXtC2/O53v8Npp51GT0pKqVhLhYV4lEwmk2SEyUpTxYCZu9xqtTpwVAnLslRJstvtS+JLEgQBrVaLGrbFKpLL5YLX61XFi0Qu8vl8XnJ8O51O+P1+RdVyQRDQaDSQy+UkXken04lAIKBoOb/T6SCXy0kynmw2G4LBoGIdviSfKJfL0XO3yWSi/iAlDNTVahWpVIq+vt1uRyQSGZlM8jyPbDZLb9L0ej3GxsZG9jU1Gg1MT0+j3+8vqrSmESOVQHbs5ZdfjrvuugsA8MADD+Diiy8+7N+m02nk83nYbDasWbMGgiDgueeew7Zt23D//ffPurtcTgQCAYyNjWH9+vXYuHEjNmzYgA0bNmD9+vVL0nm1EJBU406nI1m63e6ClK75QJQg8rP8ayFWlcTP/fM//zN27Ngx5+uGw2GcdNJJOOqoo/DnP/8ZL7zwwqyuPYINGzbg6quvxqc//Wk6fZ2oVAvBz3/+c1x22WUAZtSthx9+GOecc86C/nalYSE5SgaDQaIoGY3GFaWS8TyPer1OiZL4GCXz0YiatBRlQ6LmFItFyf40m83wer2qdLQR0pLP5yXeS7WM2s1mE7lcTmKettvt8Pv9iip2nU4H+Xxe4gG02WwIBAKKrWfQeA4lAxw5jkMul6Oz65Qsr8nVIyU6zOSlNbfbjWg0Ou9rasRIJZAdu2PHDlxwwQUAgE984hP4n//5n3n/jud57NmzBxzHYWJiYtaHUi6X8fOf/xzbtm3Da6+9pvh22+12Wt/3eDz0MRwOIxKJIBKJIBqNIhKJKBYEpjSIQkYmxrdaLYkBXg6dTgeDwQCj0UgVGvmjTqeTLGJCdDiIy26kFMfzPF544QU8+eST+O1vf4vf//73s6aoz4dQKIRNmzbhnHPOwQc+8IFZ2yJ+TwaDgf5MFvmF7J/+6Z/wrW99C8DMMfDMM8/g3e9+94K3Z6Wi3+9LiJJcZQNm7k7FitJyj/sQgxCEWq2GarUq8VgR87bT6YTT6VSdJM3lRdLpdHC73fB6varkIrXbbeTzeck61UrUHlT6slgsCAQCipIxMiNNrMZZrVaqICmxHjmBAWbUsFAopEi5UJ5PZDQaEY1GR74h5jgOmUyG+pqUGBwrL62ZTCZMTEzMuR80YqQSyI4tFArYsGED8vk8LBYLcrncvNIpCXTU6/XYsGHDnF8QQRDw7LPP4pe//CU6nQ4MBgP0ev3AR4PBAIvFMmsxm80wmUwoFAowGAzw+XzLOnJkWBBTK8mRGVROYRgGJpNp1mIwGFaEWbfb7eLFF1/E7t27sWvXLjz99NMSZdDr9eLDH/4wNm/ejFMc+UNRAAAgAElEQVRPPRWrVq2i5T5xGbDX6y1IBWNZVkKUDAYDrrzySjz44IMAgImJCTz//PMIhUKqveflAMdxaDablCy1Wq1Zih7LspQk2Wy2ZU2yFoP4kqrVKqrVqkS9WWqSNFdHm81mg9frVXyoK7C0idrdbpcqO+T4UGMe26D1WK1WBAIBRcpfwMx+y2azEpXK6/UiGAyOvM9I6TOdTtPymsvlQiQSGfm15YNjg8EgAoHASPtEXFrT6XSIxWISLzCBRoxUgnjHfvnLX6aekvvvvx+f/OQn5/y7Q4cOoV6vIxAILMlFKZlM0qyktWvXqj50Uin0ej3qhRqktJhMJlitVlgsFlit1hWlAiwE3W4Xzz//PPbt24e/+Zu/wXHHHbfgO2Oe59Hr9dDtdilp6na7dJmLOLVaLXzuc5/Dq6++CgA44YQT8NBDD8HtdsNkMq24kpMS4HkerVaLKkrNZnMWUdLpdLBarZQsWSyWJc8fGgRCkiqVyrKRJKJoFQoFSRlKr9dTtVlpT9dcidoejwc+n09R8/QgMmYwGGhYpFLHQa/XQz6fR7FYpMefxWJBMBhUjCC1221kMhn6Oel0OgQCAfh8vpHfh1zlYVkW4XB4ZPN3v99HMpmkNgKr1YqxsbGRKhWDhsaGQiHJdmrESCWId+yLL75Ic4guuugiOiJCjl6vhz179gAAjj76aMUj8+Ug6hSAgWW7lQaO4+g0cXkwpNFohN1uh91uX9Et2ysBxHBOfFfix1QqhU9/+tNUcv7oRz+Km266iZYOjUajRHEzm80wGo0rgigoAWI6FhMleRmWYRgJUbJarcv+/ucjSQ6HAy6XCw6HQ9Xt7Ha7KJVKKBaLEvJNWv6V7q6by6jtcDioUVup9Q2ax6aGWrUUBKleryOdTtN9ZjAYEAqFFFHCWq0WEokEfW2bzYZYLDYSkSE5VKlUCjzPQ6fTIRqNjpS7JggCMpkMNXvbbDaMj4/Tz1EjRipBvGOtVitisRiy2SzMZjOy2ezApM98Po90Og2r1Yq1a9equn3tdhsHDhyAIAhLpk4NA3KhKhQKqFarkrt5q9UKl8tFRy1oGB08z+P555/H6aefTsnnF7/4RVx11VXzduSJiZKYMB3pChMpX4l9SnLFjWGYWaGTy0mUCEkql8uSMpdOp4PD4YDb7VbsIjsIPM+jWq2iWCxK1Fy1Wv7nUq0sFgv8fr+iZT3S+SWOFdDpdDRWQMn5ZXKCpKQHaVCLv8ViQSQSUWSGWT6fRzabpeZsJYaOd7tdTE9PU4uBEm39ZGgsz/PQ6/WYmJiA1WrViJFakO/Ya665Bj/5yU8AAPfeey8+/elPz/qb/fv3o91uIxqNqjoKg+M4vPnmm+h0OrDZbFi9evWKu4CRk6v8btBkMsHtdsPlcq1I4/fbBQ8//DAuuOACelL+7ne/i+OPP54qcqRVu9PpzGlsJ74us9ksWY40D5sYpMNRHBEgj7UgihIhSstVeiOkjqisYuM2y7L0e6TWCBBghqQVi0WUy2V6nBCzttJlL7I+eaI28U8qOSdtkFqlxoDcuQhSKBRSpM2f53nk83nk83n6+bjdboRCoZFJntycbbFYEIvFRrJrCIKAbDaLXC4HYKZSMD4+PlK0QqfTwdTUFDqdDm3p1+v1GjFSA3JitHv3bmzevBkAcNlll9EWfoJ2u439+/eDYRhs2LBB1YtHIpFAqVSCXq/HunXrVtSFatAASJKd4vP5VowR9p2A73//+/jSl7405+9JuzYZH0HKNaSk6XQ64XK5Zi0Oh4Oa/8liMpmWvRw1DBZKlAhJstvty3IME+W1XC6jUqlIVC+j0Ug/P7WUV9LyXygUZpm1fT6f4u33/X6feoPIeyXKjs/nU+ymioznyOVyEnVM6SykXq+HXC4nMWkrGRTZ6/WQyWRozpJS/iN5GYy09itpomYYBuFwGF6vd+jX5DgOiUSCepn0ej2OOeYYjRgpDTkxisfjGB8fBwBcfPHFeOCBByT/P5PJIJfLweFwYNWqVaptV71ep8NMV69evaKyhsrlMrLZLL2zJQZOpTtONCwMgiBgy5YtuOOOOxR9Xb1eP5A0eb1e+Hw+BAIBBINBhEIhBAIBegwoleKrJghRqtfrc5bedDodJUl2u33JS47kYl4ul2eVpy0WCyVJanznyLqLxaKk7GUwGGg8iJLrJYNk8/m8hJCRGy0lAyMHZSEpnVFECBIxOQMznqpQKKRI40yz2UQqlaLlKqPRSBOuR0Gv10MymaT7xmw2Y2xsbKRt7vf7SCQS9DUdDgdisdjQx48gCMjlcshms6jX6/jABz6gESOlsRhiJAgC9u/fj06ng1gsBo/Ho8o2cRyH/fv3o9frwev1IhqNqrKexYDE82cyGcm8HxJnfySqCG8nCIKARx99FC+//DKKxeLApVAoDAxSVBrkZLpq1SqMj49jYmICExMTkp/VniO4WAiCgE6nQ+MkGo3GrNKjwWCgJMluty9p4wDHcajVaiiXy5IgRWLadrvdiqs5BN1uF8ViUTInTZysrXTKdb1eRz6flzRuqBEYSXKXxCnXSmchdbtdZLNZyTpcLheCweDIqh+5Sc1kMlT9VGKA7CD1KBgMwu/3D71PBEGgI6sEQYDBYMD4+PhIx06tVkM2m8W6des0YqQ0FkOMxGW0jRs3qnZiJCU0g8GAdevWLXvnlrwGzbIs/H6/Iu2jGpYWrVZrTuI03yK+GCuBWCyG9evXz1rWrFmzIkaBkJIWydwalKNktVopSVLT/yMHicAol8sSXx/xI7ndblXKgDzPo1KpoFgsSrK7LBYLTdZW8nxAmjnkgZE+n09RY/hcWUgkmFKJ/djpdJDJZCSp+F6vF4FAYOTjneM4ZLNZOuSVEJlRz89y9chisWBsbGwkQtdqtTA9PU1VwXA4PJLZWzNfq4TFEKNsNks71dQqozWbTbz55psAlr+EJggCCoUCMpkM7VogJZTlJmsalhbiFm/5ks/nkcvlkM/nUSgUkEwmkUwmF5UQTsCyLNasWUN9H3MtZrN5SUm5OHOq2+3O8ifpdDoYjUZYLBZadpsvyNVut1Ofl/hxsXf6xI9ULpclpUCz2UxJkhqltmaziWKxKCEtLMvSMpuSDRcko0isWOl0Olq6VWpdxO9UKBRUy0JqtVrIZDL0RkOn08Hn88Hv9498Tm2325LvnclkQjQaHcn8PUg9Wugcs7nAcRySySRNLXc4HBgbGxvq/WvESCUshhiRbjS1ymjiUp3b7cbY2Jji61goBuVcRKNRrd1ew4JAhk3u378fBw8exKFDhzA1NYVUKoV4PI6pqSlJwq+GGRgMBjgcjoGkiTzO9TuWZekFnQSmWiwWOJ1OeDweVQbb9vt9SpjF3XQOhwNer1fRuIG5jOEulwt+v18xAzXHcZTwEyKm1+vh9/vh9XoV2Yf1eh2ZTIYqbyzLIhgMjmRMBt7qwkulUnTb3W43wuHwSAS52+0ikUjQqoHdbkcsFhta7RpUWpuYmFj0Z6gRI5WwUGLU7Xaxd+9eAMDGjRtVuQsj+Ugsy+Loo49eFiOz2NgGzNzRRCKRI8JQq2FlQxAE9Pt9tFottNttpNNpvPHGGzhw4AAOHTqEyclJTE1NYXJycii1ScNsyNPAiR+JDLcdloDJQTyI8rKr0WikHZFKtuDXajUUCgVVfUiDspCIjcDr9Y78fgRBQLVaRSaToUTPaDQiHA6P/B76/T4ymQy9+VAi4VpeQWBZFrFYbKTA4VarhampKfR6vaHUKI0YqYSFEqNCoYBUKqVaqGOv18O+ffvA87zq+Uhzod/vY3p6mp5snE4nIpHIivB8aHj7guM4SpbEj51OB51OB+12G+12G51OB71ejw74JfPj9Hr9iiDtgiCA4zi0223UajXqT+r3+3ThOA4Mw4DjOBofUK/XUavV6N+IH1ciQbRYLPMSKavVSgc6iwM1g8EgotEobfsnfzeqZ4UMriUgPiSlyl+kYy6Xy0kIks/ng8/nU4QgFYtFZLNZqvJYrVZEIpGRVbBms4lEIkGbLux2O6LR6Ejlx3a7jXg8TqsJHo8HkUhk6H3NcRzi8Tj1MrlcLsRisQW9nkaMVMJCiRGZjRYOh+H3+xXfDmK4tlgsWLt27ZKf6JvNJqanpylzj0ajqnXdadBwOPA8TwkSIUtio7EYLMvCbDZLPEgGg2FFkCWe59FoNFCr1VCtVmd5k6xWK1VvBhEEMnh5EGmaj1DN9//nCvpcLsznuVrocyaTCf1+H91ul85bZFmW+pCUuLkjfptcLkcVHiUJEsdxyOVyKBQK1Lfl8XgQCoVGqh6okXBNSuVkVMeoAY5EjUqn0wBm/FHj4+OHjQnQiJFKWAgx4jgOb7zxBgRBUGU2Gul2A4C1a9cuaSuzIAgolUpIpVIQBAFGoxETExNHzJBaDe8c8DyPTqdDyRJRlQad4liWpR4bsix3xhZJuCYkSU70TCYTHSirVrgkKUMlEgkkk0mUy2U6a46ko4s78hZCwMR+n5UAkoYszuAKBAKIRCLUxyNeJiYmEAwGF/z6xMeTy+WoEqPT6Win7qgEqdvtIpPJUBVMqRDHTqeDRCJBVUglEq7r9Tri8TgNcByVcIkDIXU6HWKxGFwu15z/XyNGKmEhxKharWJqagoGgwHr169X/IQ1OTmJWq2memikHIIgIJVK0RAyp9OJWCymdZxpOGIwiCzNpSwZjUYJWVrqzjY5ut0uJUmDhi0TkqRWFAAhaqVSaVbKts1mg8fjgdPpPOw+IkGZCyFSZHxQsVikwZriz45kSC01TjzxRJx33nk4//zz8e53v3tB+3sQQVIyymRQiGM4HB7J00NuhNPptGIJ1/1+H8lkkkYR2O12jI2NDX0jIrd0+Hw+hMPhgdunESOVsBBilEwmUSwWVQlbbLVaOHDgAABg3bp1S6bU8DyPeDxOD+ZQKDRSgNfbGYIgUP8Ix3HgeV6ykN+LfxZ/7eRfQfE+Zhhm4KLT6aDT6SQ/ixfy/zTMhrgM12w20Wq1BqoaZKgs6eCyWq3L5qfr9/uUONTrdckxYzAYKElSchK9GGTmYalUkhATlmXhcrng8XgU6/oC3jIeFwqFWQNsPR4P9Ho9ms3mosuGJASTREmI060XitWrV+O8887Deeedh1NPPfWwxwQhSNlsVlJiI2nwSozqEIc4OhwOhMPhkSoXSidcyysPLMtibGxs6CRuQRCQyWRoqc5qtWJ8fHzWZ/GOIEa//e1v8W//9m/4wx/+gFQqhYceeggXXHDBvH/zm9/8Btdffz1ee+01RKNRfPnLX8bWrVsXvM6FEKO9e/ei2+1iYmJiJLY+CEQtWsr2fI7jMDU1hUajAYZhMDY2Nq9c+XYEITq9Xg+9Xk9ikBUbZcmyEr9GxODKsqzkZ71eT58ji16vp8+/EwkV6YYjRKnVas0aAQLMkBBCkqxW67LMS+M4DvV6HZVKBfV6XeIJEo9pUYskkcyqcrksacE3m8103p6SqjIJHRUPlCXz0rxe78gEgJCkdDqNyclJJJNJqpLVajW89tpr+POf/zzw710uF84++2ycf/75OOuss+Y9T841LikUCo3c1Uv8R4QoMAwDv9+PQCAwNPEi25tOp2lTwKjqUbvdxvT0NFXQ/H4/gsHg0NtYrVYRj8fB8zz0ej3Gx8cluUzvCGL06KOP4umnn8YJJ5yAiy666LDE6ODBg3jXu96FK6+8Elu2bMHTTz+Na665Bvfddx8uuuiiBa3zcMTonnvuoW36xxxzjOInBKIWqeFdGoR+v4/JyUm0Wi3odDpMTEysmDlsSkMQBBrK1+l06CMhQ8OYUAkBGaTeiH+Wq0KDto08DlqI+jRInRoVYqIkX8RBhOT9vB1BZqURotRsNgeW4Ei7O+msWo5gyXq9jmq1imq1uqQkiYznKJVKqNVq9NhjGAZOp5OOA1Eyp4hkIokVPrvdDq/Xq1gbfr/fpyNyCDnOZDJ47rnnsGvXLuzevXuWSR6YIc2nnXYaLrzwQpx//vlz+pKIepLNZunrmEwmBINBOJ3Okd6DfAqBwWBAJBIZ6YZd6YRrnueRTqepRcNisWB8fHzoTrhOp4OpqSlKtsRp2e8IYiQGwzCHJUY33HADHn74Ybz++uv0ua1bt+Lll1/Gs88+u6D1HI4Y/fSnP0UikYDFYsFRRx012puSgahFLpeLrlNN9Ho9HDp0CJ1OByzLYtWqVStuZtWwIG3S8uVwhz/LsjSNWE4SCIEgSsxKIApiskTKeuISn1zp4jhO8txiwDDMrMRm+fJ2UqBIbECz2aTeFzl5ZhhGQpQsFsuSESXS4VapVAaSJGI0VsOT1O/3US6XUSqVJPP2jEYjVZGUKkPON8CWtOErcYM6KKeIYRjo9Xq8+OKLeOSRR7Bz505JFACBTqfDhz70IVx44YX4+Mc/PvD8zfM8isUicrkc/e5ZLBaEw+GR06ir1SrS6TTdbofDgUgkMjT5GJRwHQ6HRwqcFKs9CzFSzwee55FIJOhnQVr66/W6RozkOPXUU3H88cfj1ltvpc899NBD+OQnP4lmsznwi0qyUQiq1SrGx8fnJEY/+MEPUKlUEAgEEAqFFHt/4k60pVCL+v0+Dh48iE6nA71ej9WrVx+xnWcLvdsHZo4jkndjNBphMplgNBrphf2dNOuNlA8HlQ37/b6kpLhQEkXIk8FgkOzXlZYxNAyIOZl0bTUajVn7RU6U1CpvyTEfSTIYDJQkKV0KJB1rpBQlXq/D4YDH41F00OtcA2zdbjd8Pp8i5zBCNHK5HD2PkHW4XC4899xz+OUvf4kdO3Zgenp64GucdNJJuPDCC3HhhRdi/fr1kt9xHId8Po98Pk9v1JTwCclb5nU6HZ2RNuz+lydc22w2xGKxoQlXt9vF9PQ0NZB7vV6Ew+Ghzrsk7ymVSgGYUeHcbjeCwaBGjMRYv349rrjiCvzjP/4jfe6ZZ57BySefjGQyiUgkMutv/uVf/gXf+MY3Zj0/FzH65je/iX6/r/jcsng8jnK5DKfTiYmJCcVedxB4nsfBgwfRarWg1+uxdu1aRWcZLQV6vR7tWCGheXLo9XrabUQWo9F4xF6YlxNEfRJ7sMjP4ucOB0KcxOSULERxOlIgCAI6nQ7tpmo2mwNnppHhsqT0pvbxR8ptxDMjJitGo1FCkpQEx3HUsC02UOv1eng8Hng8HsXOMyRksVAoSG5srVYrfD7fyCUq4C2lKpfLSd4Pafc3mUz4wx/+gAcffBDbt2+nFgs53vve9+Luu+/GscceK3m+1+shl8vREhMwQxSCweBIURLyGWlmsxmxWGykTCHxuA6dTodoNAqXyzXUPpYbqc1mM8bHx4cmheKW/maziU2bNmnESIz169fjs5/9LG688Ub63NNPP41TTjkFqVQK4XB41t8sRjG68MIL8Y1vfAMMw+CYY45RTF3o9XrYu3cvBEFQPbdIEARMTk6iXq/TAZ1HglJE7kyr1SpqtZrkMwNWVkfROxWEPHW7XUqWyM/k8XDQ6/Wz1DzyuNLVPKJcErI+SFFiWRZ2u50uah+jhCSVy2WJLwiYuSARkqT0jRFp+5cPs7XZbNQfpMTnKQgCms0mCoWCZFK90mW2ZrOJXC4nKeU5nU463FgQBLz++ut48MEH8eCDD+Kll16S/L3X68XOnTuxadOmWa/d6XSQTqfpayuRUyRvwwdm2txDodDQr9npdBCPx6na43K5EI1Gh96/tVoN8XgcHMeNXFrr9XqYnp5GqVTCiSeeqBEjMYYppckxn8fovPPOw7e+9S3YbDasWbNm9Df1V2QyGeRyOdXGixAIgoBEIoFyuQyGYbBmzZoV7SkiZKhSqaBSqcy6GzebzfQCY7VaV/yF850OsfldPJmeLIcr1xGlSUyYTCbTikm1loMoSoQkNRqNWR4lk8lEj2GbzabqMcxxHGq1Gu1uE18KrFYrJUlKBl/yPI9arYZSqSSZmcayLNxuNzwej2I3Zr1eD4VCYVaZzePxwOfzKWJPaLVayOVyEhLmcDgQDAYliszBgwfx0EMP4Y477sAbb7wBYIYUPvjggzjzzDMHvnaj0UA6nabEw2Aw0JyiUTKFUqkU9eIYDAbEYrGhqx3y2Zl6vR5jY2NDvx4hNETdGrW0VigUEAgENGIkxg033IBf/epX+Mtf/kKfu/rqq/GnP/1JEfP12WefjZtuugnBYHBRyajzged57NmzBxzHYXx8XNU2+Ww2Sw/oVatWDZ0poTa63S41dopVBp1OJxkBsNzJxRqUBcdxtFtQ3jk4X8cgwzCUJJFlJZZNeZ6noYX1ep1eAAmIP4kc42puf7/fR7VaRblcnjV/zW6306RoJUubpO2/VCpJbnKsVis8Hg9cLpeis8zkZTa73Q6fzwe73T7yfm2328jlchIjttPpRDAYlBC9arWKj3/843jyyScBzBCTn//857jkkksGvi7JQEqn03QfKTEnrVarIZlM0vOp2+1GOBwe+hzabDYRj8dpt+AoapQgCMhms8jlcgBGK629I7rS6vU6NSQff/zx+MEPfoDNmzfT2PYbb7wRiUQCd999N4C32vW3bNmCK6+8Es8++yy2bt2qWLv+Rz7yEXzve99T1F9ULpcRj8eh1+uxYcMG1U6ElUqFGgWXayjtfCCGR/mdJSFDLpcLdrtdU4XegSAmcUKSxISp2+3O2WlIjPZms5mSJaI2rQTC1O/3JUNj5YqowWCgJElNNanX61FVVkzWSBu+y+VS1EBNxpCQtn8CnU4Ht9sNr9ermIm60WigUChI1mMymeDz+eB2u0fep51OB9lsdl6C1G638ZnPfAYPPvgggJn9etttt+Gaa66Z83V5nqc5RUrNSeM4DplMhnqa9Ho9otHo0K398jb8UUMhlSitvSOI0e7du7F58+ZZz19++eX42c9+hiuuuAKHDh3C7t276e9+85vf4LrrrqMBjzfccINiAY9nnHEGbr75ZkX9RW+++SaazabiXW5itNttHDhwAIIgwO/3D/RaLRc4jqMZIuILw2JGEGh454L4eghhEi9zqUw6nQ4mk4ka8wlpWk7jt7jsVqvV0Gw2JYSPYRjJoFS1miU6nQ4qlQrK5bIkO4gkXrvdbkXb/3u9HlWRxOqw0ipSp9Oh3WzkuCADX71e78jqc7vdRjablZTYXC4XQqEQjEYjOI7D1q1b8R//8R/091//+tfx9a9/fd59KZ+TxrIsQqEQPB7P0J9Bs9lEIpGgaprL5UIkEhl6H1SrVSQSCRoKOUpbv7y0tlgl6h1BjJYDhyNGt99+u2I+oE6ng3379gEANmzYoIoRk+d5HDhwAJ1OBzabDatXr14xd8tkRhI5Uen1euo7WIpwSw1vXxA/U6fTQbvdljzOdQok6pLZbKakabkM/BzHSdQkuXHdZDLB4XCoNjuNRBOUy+VZ/j7S2eZ2uxX7norDI8XkQmkvEgmNLBQKkqwipXxIgwiS1+tFIBCAXq/HV7/6VXz729+mv/v85z+PH/7wh4e98DcaDSSTSUpmzGYzotHo0B5ReWs/y7K002wY9Ho9JBIJqvY7HA7EYrGhyJa8a20xgZAaMVIJhyNGd999t2KKSzqdRj6fV3VYbCKRQKlUgl6vx7p165bdl9Pv92mLKjkUTSYT/H6/YneHGjTMBaLMyIM/54oaIJEPhChZrdYl/w6RbSZz0+SeIJZlJd47pZUvQlpIZ5tYibNYLDTfR6n9Mp+K5PV6FVGRiZcnn89LMs9cLhf8fv/Ic+BarRYymQwlCgzDwOfzIRAI4Ic//CGuv/56+n8/9alP4a677jrshZ+0zWcyGfoZjFpea7VaiMfjlHA5nU5Eo9GhCU2hUEAmk4EgCCMbs8VK1EJnrWnESCUcjhht375dEdOyIAjYs2cP+v2+KjPXAKmvSOncpcWC53kaaka+1BaLBYFAQFH/ggYNw6Df71OS1Gq1qLo0CAaDQRINsZRp12RbxUNSxURFXHJzOp2KkzgyXLZcLku8gMBbgY5KeQHnSrxmWZbOTRu1pEh8SPl8XvJ+7HY7/H4/bDbbSOemer2OTCZDvVtkmOyvf/1r/P3f/z3tnvvIRz6C7du3LygBu9/vI51Oo1wu09cMh8NDz18jfiZifh7VeyQnW36/H6FQaKhtkwdCHu61NGKkEg5HjB599FFF7siq1SqmpqbAsiw2btyoODHodrvYv38/eJ5fVl/RoGnQZrOZxuBrhEjDSgXpIiNkqdVqzUmWiJpEyNJSGbzJhZ2QJLEvCJi5+XA6nXA6nYqXp8lYkHK5LFFd1PAjERWpWCxK1D2HwwGv16tIp1mr1UI+n5cYqS0WC4LB4EivT8zmmUyGHj8GgwF/+tOfcMUVV9B9t2nTJjzyyCPw+XwLel15ec1qtSIajQ5dcpQTGrfbjUgkMtT1jud5pFIplEolAKPNR5ObvG02G8bGxgaWuTVipBLmI0ZnnXUWHn30UUXWMzU1hWq1Cp/PNzCRexQIgoBDhw6h0WjAYrFg7dq1y0JA2u02EomEJJcjFAoNnZiqYTDkg2bFP4t/T34eBPGgW/Hg20HDcN/Jnx2Zn0aWQWnXwAw5IEGjS6UqiUtutVptVhyAmr4k4kcql8uz/Ehutxtut1sRwzghGcViUaLwkEBHt9s9skrW7XaRz+dRKpXo98VsNiMQCIyUKTRomOxrr72GLVu2UDJ2zDHH4PHHH8fY2NiCXpPneRQKBWSzWQiCAIZh4Pf7EQgEhjre5N4jvV6PWCw2dJWkUqkgkUjQ+WjRaBRut3uo1yqXy0gmk+B5Hnq9HuPj47MUNo0YqYT5iNE555yDX//61yOvg+M4vPHGGxAEAUcdddTI9Ww5CoUCUqkUGIbBunXrltzITMpmuVyORsiPmuT6dod4bpl4fpl8AKx4UKx4gOxSQqfTUbIkHqhLHsnPgxYyhPftRK663S4lSYQwyU+zDMPAbGd1UDQAACAASURBVDZLZqip3QXX6/UoSZKXvciQWafTqeg8N7EfqVqtSvaD0p2mgzrNlJybRgIjxQ0iJpMJgUBgpJs7juNQKBSorWDPnj24+uqraSlrYmICjz/+ODZs2LDg1+x2u0ilUrTkaDQaEYvFhh5OK88pGiV4sdvtIh6PU2+c2+1GNBod6rXa7Tamp6epqhUKheD3++lnoREjlTAfMTr//POxY8eOkddRKpWQSCRgMpmwbt06RS8SvV4P+/btA8/ziEQiC5ZllUKr1UIikaDysMPhQDQafceP5+A4buCIDPGwVqW+mnKFB8BhlR65qiRflIZer6dEadBiMBjo/znSSBTP82i322g2m3QZpCqJiZLNZlOVKJHUa2LgFpNpvV5Ps8KULG+T2WnlcpkOIQVmjk+XywWPx6OIckUCHYvFoqSkZ7PZ4PP5RvYw9vt9FAoFFAoFRQlSr9dDNptFqVTC9PQ0tmzZQj2hfr8fjz76KE488cQFvx7JgkulUvR483g8CIfDQ5fDxCUso9GIsbGxoTrh5CGORqMR4+PjQ4kCPM8jkUhQlc3hcGBsbAwsy2rESC3Id+zk5CRWr14NYGZW2vbt20dex8GDB9FoNBAKhRAIBEZ+PTFIiW6pS2jyqHiWZRGJRN5RZbNBmTrk3wudTi9WVsSP4kWszjAMQ8mDWkqMmCARhYqU6oh6RZ4TK1pzqV2LAcMwlCjNtax08kSiA8TDZuVeIOAtnxIZcaNW9xuZn1atVlGtViWfCcuy1JOkhG+HYK40ezIR3e12j3zzpPbcNKL0FAoF+n02mUwIBoMjldharRbS6TQmJyexdetW7NmzB8CMAXzHjh047bTTFr2d6XSa+nv0ej09Fw+Der2OeDxOyVYgEEAwGBzq/YoHvo6SeUTKkqlUCoIgwGg0YmJiAt1uVyNGakBOjN544w0cc8wxAICLL74YDzzwwEiv3+v16IG/fv16RYPa6vU6Dh06BACqlOjmQr/fRzwep3L9qIFhRwKI14R0MpEW8Pm+XizL0nlf8os7UUre7qVGQprkJUPxQhS0hZJJnU4n2a9kCC1ZVuI+7fV6aDabNKtoLqJks9koUVJDUeJ5Ho1Gg5Ik8T5XgyQRszjJRxJ/X0hXmxJdqt1ul5bZyHvS6XQ0r2iU8668FAbMfFahUGjo/US8U3v37sXWrVvxhz/8AcCMsnLPPffg4osvXvRrys3ZTqcTkUhkKALKcRySySRVaSwWC8bGxoayafT7fSQSCVr2czqdiMViQx3fzWYT09PT6PV6YBiGRt9oxEhhyInRH//4R7z3ve8FoAwxIv4fi8WCo446SolNBjDzxdq/fz86nQ68Xi+i0ahirz0f5AdmNBqFx+NZknUvFUjYndhHMld3knxul3jo6XImKx+J4HleQpbky0IGzwIzd8ziz0H880ohTWKi1Gg0Bh5fRE2y2+2qhTo2Gg1UKpU5SZKS5TaO41CpVFAqlSRGcSWDXueam+Z0OuH3+0caos1xHPL5vKTEZrVaEQqFhvb28DyPeDyOK664Art27QIwc0758Y9/jKuvvnqo1xO34ut0OkQikaFb+yuVCpLJ5Mgp1/LMI4PBgPHx8aE+D/GNeb1exwc+8AGNGCkNOTF6+umnccoppwBQhhiRMlo4HIbf71dikwG8RbhYlsXRRx+9JGpNsVicJWUqNSl7OSEIAlqtlqT0MagERML/SFryShxc+nYHz/OzvFtk6fV6hyVOBoNh1vBZk8m07CRWXHqr1+uzkq91Oh0lSWqMCCEkqVqtolKpSPajXq+H0+lUtB2fdLWJFR5AOcM2MYXn83mJ38lms8Hv94+kiJEU/0KhQBUwu92OUCg0tGrfarVw+eWXS643X/3qV/Gv//qvQ+0HuffTZrMhFosNddz0ej3E43G6H+12O2Kx2FBKVKvVwtTUFD2+w+EwfD7fUESLDEl/z3veoxEjpSEmRna7Hbt27cLpp58OYHRi1O/38cYbbwBQtozGcRz27t0LjuOWxHAtCAJSqRQ15YnNb0cqer0e7d6Rm1OBmQuRONDPYrG84w3lRwL6/b6ELIl9X/P5nfR6vYQoLTdh6nQ6lCQ1Go1ZhM9oNEqIkpJK2HxKksFggMvlgsvlgtlsHpkkzTVMmowG8Xq9ioztyOfzNCARUM5MTVL9CcTz0hYLQRBw3XXX4dZbb6XPXXHFFbjtttuGUqQEQUA+n6et/TqdDuFweKi5a3LFh2VZxGKxoUIhOY5DIpGgvrBRxolUKhW43W6NGCkNMTHS6XT4/e9/jzPOOAPA6MSIdKOZzWasW7dOqU2mo0XU6HKTQ94RIG+XPFJAVCHSziwvXbAsS9uqbTabIid9DSsHgiBQ0kSM8sQrNtd4EOCt1GvxEFqDwbCkxwY5dgmJl48IYRgGVquVjglRUsUknqRB40FMJhMlSUpEhHS7XToaRD5g2uv1wuFwjEQAu90uCoWCpN3fYDAgEAjA7XYP/drywa8Mw0jmpS0W3/3ud3HDDTfQf5977rm47bbbhr4Z7XQ6SCQS9LgZRT1qt9uIx+NUiRq2rZ+MO0mn0yOV1rSuNJUg3rHtdhuvvPKKYsRocnIStVoNwWAQwWBQke3tdrvYt28fBEFQbbQIAc/zmJqaQr1eB8MwGBsbG7rTYTlALijkzldenrBYLHTelBoeDg1HBjiOk5ClwxEmnU4nGTxLiNNSHT+HGzhrMBjgdDrhcDhgtVoVU5N4nketVkOlUkGtVpMYqZWcoTZXqKNer6ejQUZRbwd1m+n1evj9fni93qH3F+k2IyWnUfLc7rzzTlx55ZWUwJ166qm4+eabsWbNmqH8QnIiotPpEAqFhvIL8TyPTCaDQqEAYIYgj42NDVVGbLVamJ6eps0Iiy2tacRIJYh3bKFQwIEDBxQhRuJQx3Xr1inmxSFDYq1WK9asWaPayZjjOBw6dAitVgsMw2BiYkKRmXFLgU6ng1KphEqlIrloEJ8G6bp5O3fRaRgd4nlqYsI06JTKMAwtuZJlKfxnJDKCjAhpNpuS7SPHPFGTlDrmSWZRpVIZOEPN7XaPrPAAc6tITqcTXq93JGM4z/MoFovI5/P0tVmWpQRp2DIqGQdCVBWDwYBwOLzoFv8dO3bgU5/6FFW3jzvuONx2222IRqOIRqNDqXRKqke1Wg2JRIK24odCoaH8QvLS2mK61jRipBLIjiVlr1QqpQgxIgNdDQYD1q9fr9j8oL1790IQBKxZs2boTojDod/v49ChQ2i329DpdFi9evVI3RxLAXKiLpVKklKDTqejYXZKezE0vPNAOhbFw2fb7fZA/5Lcp6ZmVhEBUZMIUZKrXqTkpuQstblmqJFgR7fbPXLaNvEiFQoFyffbZDLR0SDDfrdJJ1s+n6fKxagEadDMSIvFgkgksqhz6e7du3HeeefRVvejjz4at99+O83E8/v9I5exRvEeyVvx7XY7xsbGFn2cDyqtTUxMHFaF0oiRSiA7NpFI0LuHzZs3AxiNGMXjcZTLZUVno6VSKRQKBVitVqxdu1aR15RDrBSxLIvVq1cvWT7SMBjkGwBmvqAkI0UjQxrUBJlZJp6pNlfGldFolMxTU9PLRkrJhCSJSQvZFpJbpGS3WaVSQblclqi1BoOBBjsqYaYuFAqoVCr0O8+yLM0sGrbMRshMLpebRZCGHW8kH5cEzBi0w+HwgrfzpZdewllnnUXDdMfGxrBt2zZMTEyMNApErh4N220mD18cZd6aPA4mEonA6/XO+f81YqQSyI7du3cvPbm9733vAzA8MRIEAW+88QY4jsPq1atht9tH3s5+v489e/ZAEASsWrVKlbKW2FPEsizWrFmzItvxSddMoVCgdyrAzIne4/Eokqr7doY81Vo8h00+nHYhA2kBLGggLZmrJl7err4uoiyJ56kNyirS6XSS4bNKeoLkEJfcGo2G5PMkLflOp1OR3CKSSk2CHcU3LVarFR6PBy6Xa6T3ynEcSqUSCoWChIS5XC74/f6hb+jmIkiBQGBoD1Kv10Mmk6GdcQzDLErx2bdvH84880wa6BsIBHD77bdj/fr1AIYfBSLvNiODX4fp1pPPNfP7/QgGg4veXxzHIR6P03P7fLPWNGKkEsiOfemll6j89+53vxvA8MSo0Wjg4MGDYFkWGzduVOTkn8lkkMvlYDabcdRRR6kS9pZIJFAul8EwDNasWbPiymfElJnNZiV3v3a7HT6fT9GRBkcSyEBakiAtXwaN6lgpICNO5MNpB41GEc9WOxJVQI7jJPPUWq3WrBLcUg2fnW+WmjgB22azjbyveZ6nM9TEfiSlZqiR80KhUJBkFlmtVvj9/qGTtQlBymazlHjp9XoEg8Ghyk7AjNk4lUpRlWYx/qNkMomPfOQjePXVVwHMeHH+8z//Exs3bqTbNuwokHa7jUQiQYM3nU4notHookti8nlrFosF4+Pji/YwkaiBTCYDYCZpnChkYmjESCWQHfvss8/CbrfDZrPRMtWwxIi007tcLjqQdhSQicwcx2F8fFyVzjASlgVANUVqWAwiRAzDUOlcKa/ESoW41VweaDjqQFqxciP+edBCwDDMrPXNN5BWrESRZVTodLqBQ2jlc9ZWMoESq0okBXtQJxzxJ6k1KoS05JNuMzFx1ul0kgTsUfdnr9ejZmr5DDWi9o7iw2q1WigUCpLMIqPRCL/fP7QPiZSKstks/XyMRiNCodBQM9MEQUClUkE6naavZ7PZFmSoLpVKOPfcc/HMM88AmNlvP/vZz3DCCSdQdWvYQd7y+ZejlMSq1SoSiQQ4joNOp0MsFhvqulWv1zE9PQ2O48CyLMbGxiTboxEjlSAmRj6fjzJcYHhitHfvXnS7XcVITLFYRDKZVNTILQYxigNANBqdt6a71CCEiNzJ6HQ6eL1e+P3+t11XGfGqDFoW8jWea3K9XHkhysxylbIGlfLEg2jJaBCxwiWetbaYU9qgeXXiGWsrKaR0ocNnLRYLvYlTuvQmTsCuVqsSoiYmSaOqs6TURrpHyWfKMAycTic8Hs9IJb1er4dCoYBisUiJOGnJH3a4LOliy+VylDyazWaEw+Gh7BJkfEc+n4cgCGAYBj6fD4FAYN7tazab+MQnPoGdO3cCmPlctm3bho997GOKjAJpNpuIx+P02Bs2q6jb7SIej1N1bJTXmZ6epteAYDCIQCAAhmE0YqQWxMRo1apVVJUBhiNGnU4H+/btA8Mw2Lhx48gnXvFMNKXHigAzX4KDBw9CEARFjeKjot1uI51OU+mdnDTeLoSI53lq0iWPhyNA8oGp8sG074QyIiFUcw2iFc9WW8ipj2VZyT4Vz7tbCaRJTJQajcYsosQwDB08a7fbFc1TIuSF5ICJSRLLsjTccdSOMzJDrVgsSkrkRqMRXq93JBWJ+JDkLflerxc+n2+o1x00VNZmsyEcDg/la+p0Okin09RTQ0pi86lRvV4Pn/vc5/CLX/yCPnfTTTfhi1/8oqQkNmw7vrwkZjQaMT4+vuj3JwgCMv+fvS8Pc6ys031P9kplT2WpSqX26m6g2QVEkDvKFUcZBh10xuuCGwqOCoyMqOCCIKBXGLkuyCKKAwIteGUUcdfBZwAXrujjqL3UmqSSVPZ9OTnL/eP09/VJKpXKSU6qG633ec5T1V3JSXKSnPN+v9/7e9/1daRSKQASkQwGg4qr/IIgIBaLIZvNAjgy0l8ul3eI0SAgJ0Z79+5FLpfrixilUinE43EMDw9jenq67+dXLBaxuroKjUaD3bt3q3qy5nkeCwsLaDQasFqtmJiYOOoXV57nkUgkqHlYvy6yxwKI1wzRlVQqlQ0TQgQajaYpy0seTntU3xuWBdJpIJMBSiWgWJR+ko38u1YDGo3mjWWlnxwHMMyRTaPZ+NNkkjaj8cjv8s1qBWy2I5vdLv20WKT7HwYhUPJctdaMta20Vlqttu17cTRJKMuyTVEhra03nU7XFBWi1ndGTpLaZamRsfx+p+yq1Sqy2SxyuRwlHQzDwG63w+Vy9axFajeS32/1meM4GglCLrMOhwNer7cnX6BCoYBYLEZbjFu11wRBwAc+8IGmCJF//dd/xWc+8xmk0+mmKJBezRxLpRIikQj9nPWafFAsFhGJRPpurcnzOo1GIz3eO8RIZRBi9Ktf/QovetGLEI1G+yJGS0tLqFQqqmWYEfdstas5oigiHA6jUCjAYDBgdnb2qK6Q2/XdbTYbfD7fC05DRIiQfKXfTjsiD6U9KnETLAtEo8DaWvMWjwOplESEyE/Z9N8xC6sVcDqBkRHA42n/c2QEGB0FAgHwRuMG3RbJVusUE0LIqzxXzWQybTtxJ61XEhXSOmkGHGm7Wa1W1UbySbstl8uhUCg0acYMBgN1wO7ne7tZFWloaAgul6vniTbih5RMJpv0ioQg9TLN2i4SpJuWWDu0jvczDIORkRF4PJ62r1cURdxyyy346Ec/Sv/vbW97G+69915qnNivmSPHcYhGo9SAsdf9tIbR9tpaq1QqCIVC4DiOTpHvECOVQYjRH/7wB+zduxeRSKRnYqR2aCzLsjh48CAAydhLTYJAdEsAMDMzc1Qn0BqNBqLRKC0lGwwGjI6OHlMC8K0gN9Zrl44ud0YmY9kDtxQQRSAWAxYXN24rK8BhkWXX0Ggk4kEqNK3b8DAwNATo9dJmMDT/ToiDIEjPTRSP/C4IAM9LZK1W27jV60ClIlWlCgUgnz/yswOJ6QiHAxgbAwKBI9vhf/Pj42ADAdRNpiatF8uym7boSBAtIbmEOG0X0RUEAZVKhRKl1qqkVqttcsFWYyEkCAJKpRJtt6kdE0K8mDKZTJMWibTDeo0HEUURpVKpSb9IBjo8Hk/PyfHySBCtVguv19tTpaZeryMWi1EpwVbnxLvvvhvvec976PH5+7//ezzyyCMwmUyqRIGQCb1YLAZBEHqu+oiiiEQiQbVQvU6tNRoNhEIhZLNZnHHGGTvESG0QYrS8vIypqam+iJHaobFkRF+tthxBvV7HwsICRFGkDqpHA61fNqXeHkcbLMvSUNrWKAZChORj1wN7TaIoVX7++7+l7Y9/lH7+6U+AbHy5LYzGjeRgdFSqsLjdUoXF7ZY2h6OpXXVMQBQl0kRIUjYLJJNSpYv8lP+eSEhkcavjQuB0AtPTwNQUMD0NcWoKjfFx1EdHUfH7UWcY1Gq1tiJp4Mj4fWtlcDvIUqPRoHlqrSP5gLTyJyRJjUXXZjEhDMM0xYT0+to5jqO+RfKKnt1uh9vt7mlxR6pfiUSCVlb6IUhkgnZ9fZ36+RiNRvj9fsULPVLdisVi9PV2Mod87LHH8KY3vYl+Fs877zx85zvfgd1uVy0KpF6vIxKJUDLpdDoxOjqq+NxWKBQQiUQgCELbabNuIAgC0un0TittECDEKJVKwe1290WMQqEQCoUCPB4PfD5fX89LFEUcOHAAHMepOqIviiKWlpZQrVYxPDyMqampo6KXaM3HGRoaQiAQOCYNJeUgZCifz9OTA4HBYKArcjVGm9tCFIHVVeA3vwGee076+fzzgGw8uQkaDTA5CczONm8zM8D4uER4/gpE200QRYlIyduI8t8jEekYH17VbgqGkQjT7t0Qd+1CY2YGtclJVIJBVBwO1Or1ttYEhCwR9+vtyFUjGiFi8NhqNmk0GmlUiBott81iQrRaLRwOB5xOZ8/f9c3iQcxmM9xud08j9ABoBUlOkHrVN5KIi0QiQfVYFosFo6Ojikloq+6yU4THT3/6U7zmNa+hxPTkk0/GD37wA/j9/rZRIL1MrgmCgEQiQQXVRqMRwWBQ8fvJsixCoRD9fPSiX9qZShsQWg9sr8RIEAT8+c9/hiiKmJ2d7TtGg4iutVotdu/erdpFlojDNRoN5ufnj4pDdLVaRSgUou0m+fjlsQiid8hmsxvIkNlspknmA9FC1WrAr38N/OIXwDPPSETo8AmpCVotsGsXsHcvcMIJR37OzkqtrB0oR6kktRyXl9tvnXRXFgvEXbsg7NoFdvduVOfnUZqaQsnhgNDmlKzVapsy1YaGhgaq+ZNXO8st1TO1XbBrtRody5dXekirzeFw9PxaiW+RvM2m1+vpWH4vOWKtFSSNRkMnYpU+z1ZSAwButxter1fxvqrVKtbW1iiRMJvNCAQCG847zz33HF71qldR4jI7O4sf/ehH1J+vtXpktVoRCAQUkz+5MJvEdyg1vtxs2qzbY7NDjAYEtYhRoVBAKBRSzWuIVJ/UFF3LW2hHw6+oNVNHr9cjGAwecw7bwBENAhGYyr9GZrMZdrsdNptNfWJZrUoE6KmnJDL0y19KrSI5dDrgpJOAM86Qthe9CNizR2qL7WB7IIrA+jpw4EDzdvAgsLQk6aXa3c3hgHjCCWjs2YPa/DxK09MoTEyAb+ODQ6pKZOtXs7gZtnLBJiHM/VZByXcqm83SSjFwZOrM6XT2PPrfaDSQyWSQyWRohUar1cLtdsPlcvVU8WnVIPWTm9Y6kq/VauH3+xVXa1ojPDaTH+zfvx8XXHAB9afz+/344Q9/iJNOOonuJ5VK0ck1rVaLQCCgiFwAUmUwEonQCpXdbsfY2Jhi0tc6bTYxMdHVQnOHGA0IahEjEhrrcrkwNjbW13OS56LNzc2p0l4SRRErKysol8uwWCyYnJzc1gqNIAiIRqPUkdZqtWJ8fPyY8IqRYzMdA3Hmtdvt6pOhhQXg+9+Xtv/8T4kcyeHzAf/jfwDnnguceSZw8snS6PoLCPLMNfn/AUfy1cjvL3iwrESODhyQ9F5/+IO0HTiwqVBcmJlB46STUD3hBBTm51HatQtCi+ZCr9fDbDZT3dog2m/EBZsYPLZzwbbZbLBYLH2RJNJqy2azTW29fh2wBUGgvkWkIt3P1Fk7zVA/sSDFYhGxWIzqgIaGhjA6Oqp4cciyLKLRKCUkRqMR4+PjTZ2KSCSCCy64AH/+858BSKTliSeewLnnnktvU61WEYlE6GvrJXOtNb7DYDBgYmJC8XVLPm2m0WgQDAa31B3tEKMBQQ1iJIrqhsam02nEYjHVRNzAEXdrhmEwPz8/sNVnO3Ach1AoREu3vXphDBIksTuXyzVNvpCVrKqCWZ4H/uu/gG99C3jySWlKTI5AAHjZy4DzzpMI0fz8UdEByR2o5blrrS7V8hBasrXGgihBuziSdgG0rflqm+WsHTOfs3od2L//CFEiWyTS9ub83BzYvXtRPu44FHbtQu244yDIUtR1Oh0lSRaLRXWrh25csB0OR1/tts2mzvr1LiL2H6lUqmks3+FwYGRkRHHbu11umsFgoKJqpe0joj8i1Tmn0wmfz6eIDJLXGIvFKIFtDW5Np9O48MIL8atf/QqAVIV89NFH8Xd/93dNz0euGerVzLFSqSAcDqPRaIBhGIyNjcHpdCraR6PRQDgcpteKrWxvdojRgKAGMSqVSlhZWVEtNHZhYQG1Wk01LyRBEHDo0CE0Gg1VhOFKwLIsVlZWwLJs16uA7QI58SeTySadhclkgtvt7jv9uwkcJ7XHHnsM+L//t3lUXq+XqkGvepW0nXDCwIkQCZ2Vmx/K3aM5jlMl0+xYQGsAbbuMNZKrdlRIVCYD/Pa3kpiebKurG24mMgy4445D9ZRTUDjxRJRPPhmN8XH6WdHr9U0u2Gr6Km2HC/Zm3kUmk4k6YPeiGSqVSkgmk01CbbvdDo/Ho7iqQSpSclG12WyGz+fDsIy0doNGo4H19XVaRe+1vcZxHGKxGPVRMhgMGB8fp1WoUqmESy65BD/60Y/o43zta1/DW97ylqb9lMtlhMPhvswcW1trvUyttXYXXC4XRkdH2z6PHWI0IKhBjKLRKDKZDBwOB8bHx/t6PrVaDQsLC2AYBrt371bl5JZMJrG+vg6dTof5+flta19Vq1Wsrq6C4zjo9XpMTk4eE1NnpDyeTCabxNQ2m42O/apygRRF6SJ3//3AN7/ZLJp2OIDXvAa4+GLg/PMlc0KVIQgCNS0kHjzk51auzwQMwzRVYUiyfWulpnXbKoiW7BtoDqAlP1urTvJqlHyTV63IT3llSwk0Gs2GmBV5XMi2Vp9SKeD//T/p80N+HtaLyMF7vaideioKJ56Iyskno3b88RAPV4ONRiMlSWpOScorSa0u2Hq9nnoX9TN1tpl3kdPphMvl6qniTRZBcisBm80Gr9er+LnyPI9UKkVzzsi+ejGkLZfLiEajtJ1lNpsxNjam+DkVCgVEo1FKbOTVI5Zlcemll2Lfvn0ApO/eV77yFbzjHe9o2kc7M8fx8XFFLUixJYzWZDJhYmJC0XvW2p6zWCwIBoMbrl07xGhA6JcYycfq1Uilj8fjSKVSsNlsmJiY6GtfgPRBP3jwIARBQCAQUFza7BWVSgUrKysQBAEmkwmTk5NHZQJODrJ6XF9fbyqvO51OjIyMqNdejMWABx+UCNGf/nTk/10u4LWvBV7/eqlVpmI7s9FooFarNW2tI9mtaBew2lpJOWpVFBUgimJTG7BTvlo3JIphmA2ZauR3nU43+OMUiwHPPiuJ859+WiJMLUaiotGI2oknonjaaSifdRYqJ58M8bDJJKkmWa1W1fRJ5DtFKkny42gymejUWa8LPKL5y2QyTaap/SxiqtUqkslkkwDcZrPB4/Eobh81Gg0kEgk6VUX0TEqnzoioWt5ea22LdQOe5xGLxWi1Ra494nkeV155Je688056+3vuuQfvete7NjyXXC6HaDTalzC7VCohHA6D53lotVoEg0HFMpNCoYBwOExF2VNTU03XkR1iNCD0S4zK5TKWl5eh0WiwZ8+evqc2CMmamJhQ/EFsB0K0TCYTZmdnt+UiJydFZrMZk5OTR11k3epK229O0gaIIvCTnwBf/CLwve8dmUoymSQy9Na3Ai9/uSqj8zzP08y1arWKarW6aYSFPHut9YJ+tN+TYwkkV61dttpWESGAdJzJ8ZXHhQzUn6hWrO4HSQAAIABJREFUk8jR009LZOmZZzZ4L4lGIyqnnILSi16E8llnobp3L8TDJJiYO6pVTRIEAcViEblcjk5fEcgNHnuN8igWi0in0xva3iMjI7Db7YqPc61WQyKR2ECQeqkgtYZe9+p63Wg0EIvF6HPS6/UYGxtTvOBurR55PB5qifKBD3wAd9xxB73tl7/8ZVxxxRUb9lGv1xEOh+kicmRkBD6fT9HrafUq8vv9cLvdivYh7zzodDpMTU3R92eHGA0I/RKjWCyGdDqtShtNbe+iRqOBgwcPQhRFVapZ3aBcLmN1dRWCIGB4eBiTk5NH1cW6tY9PcoxUI0TFIvDv/y4RosNxMACAl7wEeNvbgH/8RynotA80Gg1UKhVUKhWUy+VNA2jluV3y/K4XasXnWII8kLY1V20z12tA+ry1y1UbSPVUFKUJx1/8Avj5z4Gf/UyqMslfx9AQyqedhvIZZ0hE6fjjoTks4iYGj2p8LziOQz6fRy6Xa2pXq2Hw2G5QQqfT0dF8pYS/VqshmUxSjQ4gaZC8Xq/itlixWEQ8Hm9yvR4dHVVcKSkWi4hGo7RKZrfbMTo6qui9adUekWR7g8GAa6+9Frfddhu97Re/+EW8973v3bAPQRCwvr5OfZh6ifBo1Qw5HA6MjY0pui6wLIvV1VXU63VotVpMTk7CbDbvEKNBoR9ipHaFJxwOI5/PqzLyDxzRPpnNZkxPTw/8AimvFB1tUtQaxghIJxefz6dOyywaBW6/Hbj33iNGfxaLRIbe+17JV6iP504S1EulUtuWGBndJs7JJpNppwJ0lEC0XCzL0ngQ0src7PSr1Wo3xISoXl0SRclX6Wc/k4jSz3++wRyUczpReslLUDz3XJTOOQf8YS8hQpLUMC2t1WrUBbvV4JFYYPTy2eU4jnoXkf1qNBraGldKPttVkEg0iFJ9TDabxfr6OtVf2Ww2+P1+RftpNYfsVZydz+cRjUbB8zwYhqGu2ddddx0+85nP0Nt9/vOfx/vf//5N97G2tkYjPJS21kirMB6PA5De+8nJScVEb3V1FdVqFQzDYGJiAqIo7hCjQaAfYqRmG43neezfvx+iKKoS6sqyLA4dOgRRFDE9Pa14YkIp6vU6lpaWwPP8USdFlUoFa2trlFD06hXSFktLwP/+38DXvib51QDA7t3A+94HXHqpFLDaAzrlrgFHzP5I7trR1mvtYGuIokgrS4QoddJ+aTQaSnTJpuoIviBIvkqkmvTzn0vRKOT5Mgyqe/eidM45KJ57Lqp798J42NndZrP1bVnRyeCRVJF6Gc0XBIGO5pNjS8b9PR6PYnJXrVaxvr5O22K9VplbiQ3DMBgZGYHH41F0bqxUKohGo7RSbLVaMTY2pugc0JpsT/Zxww034JZbbqG3+9znPoerr7667T5YlkU4HKYVQI/HA6/Xq+j9KpVKCIVCEAQBer0eU1NTit4fQRAQCoWaDCUnJiZ2iJHa6IcYqTmNRgJoDQYD5ufn+z4ZkuemdgBtO3Ach6WlJbAsC5PJhOnp6aNSveB5Huvr68hkMgCk8rrf7+9Jf7ABBw8CN90EPPzwEf3QuecC110HvPKVisNVRVFErVajZKi1PabX65smitQcvd7B0YUgCE0i+Wq1ilqt1ra6pNPpaEwIqRCqtuBoNCQxNzEX/f3vm/7MORwonX02ii99KUrnnQetxwObzUYnzvr5Tm1m8EhG83upIm02mm+z2TAyMqJ4YVQul7G+vt4UDeLxeBQ7X9dqNcRiMUpKetENtTpV95Jz1pqVptPpMDY2httuuw033XQTvd1tt92Ga665pu0+BEFAPB6n59jNpsU6oV6vY2VlBY1GAxqNBpOTk4oW7qIoIhKJ0LDis88+e4cYqY1eiZHa02jLy8sol8vwer3wer197UvunK2G4WQnCIKAlZUVVCoV6PV6zMzMHJVqRmtP3uFwwO/3908oYjHgxhullhkhRK98JXD99cBLX6p4d7VaDfl8Hvl8foM2RZ67NuhQ0R0cWyBEmYjpCVlqBzlRUrV6GI0CP/iBRJJ+/GNAprkRtVqUX/QiFM4/H4WXvxzM+Dj1LuqHJBF/pEwm0xS9o9Fo4HA44Ha7e2rnVSoVJJPJJhG4xWKB1+tVRJAI2ZLrhnQ6HXw+n2JSUigUEIvFaNuvl/ZarVbD2toardpYLBaMjY0p3kc4HKavZ2RkBHfddRc++clP0tt8+tOfxoc+9KFN95HL5bC2tkajnZRasbS2xQKBABwOR9f3F0URa2trSCaTOO2003aIkdrolRip2UZjWRYHDx4EAOzatatvDcz6+jqSySSGhoYwMzMzsAusKIoIh8MoFArQaDSYmZnZdp+i1hWMXq9HIBDonwwWCsBnPwv8278BZPV54YXADTdI2WQKsFnSOMMwdDLIarXuVIV20ARBEChJIuL7dtNxBoOBtlhJVEjfaDSknL7vfx944gnJoVuGyoknSiTp/POBXbtgt9vhcDj60iSR70kmk2laNAwPD8Ptdit2mAYkEpBKpajwl+zP6/UqrlK0Ol+bTCb4/X5F5xqe55FMJqnLtEajgdfrVTSppUb1qPW8OTQ0hAcffBA33HADvc3NN9+M6667btN9yMPAGYbB+GGy3C0EQUAkEqFtVb/fj5GRka7vT7Rcbrd7hxipjV6J0draGrLZrCptNGLAaDabaQJyrxAEAQcOHADP8wgGg4o+qEqRSCSQSCTAMAympqYGrmNqRes4qdvths/n66/VIAiS/9CHP3xk9PnFLwY+8xkpoqNLEBO8TCaDYrHYFHVgsVhgt9thtVr/6gXTcjPHTnEi7U5j8ny1dhEi8p9/CdU3URSbJhQrlUrbqhJpw5K4EFUqSgsLwLe/LW3PPtv0p9rsLAovfzkK558P5vTT4TgsqO6V6JPvTjqdbqr46PV6uN1uOJ1Oxd8blmWRTCabJtl6caxuF+dhtVrh9/sVkcJarYZoNErbdCaTCYFAQJGPUr1eRyQSodUjm82GsbExRcddLqrWaDTYt28fbrzxRvr3G2+8ER/72Mc2vX+r07XX66W2AN1AFEXE43Gqw1KqW9qZShsQeiFGamajiaKIhYUF1Ot1VRLvSc6aXq/Hrl27BnZBIDEoAFR53kpBDMjIlMT4+Hj/dgTPPy9NlJET/+7dwK23Sg7VXR7HzQzpyASOWuPQxyJIthoxTpTnrJFstXYZa9uBdtlq7TZ5XAi57bEMnudRLpeplUO1NYAYA3DAjsWA//gP4Nvfhvizn4GRVbHqwSDyr341cq9+NYwnn9yXdxEgEZpMJoNsNksnvMjkmdvtVlwdY1kWqVQK2WyWfvZ6abFxHIdEIkErLoC0MFNi7EiqUPF4fNOss272IXeZ1ul0CAQCis6FraLqffv24VOf+hT9+w033IBPfOITHZ+DnNzY7XYEAgFF7zkpDgCdI0BasUOMBoReiJHcb6jfbLRqtYrFxUUwDIM9e/b0VUEQRRGHDh0Cy7Kq5ay1Q6PRwMLCAnieh9PpRCAQGMjjtIMgCIjFYtRp1mw2IxgM9rcqzueBj34UuPNOqWJksUgtsyuv7NqQsZ23CtFJkGmbFzp4nqdj6XJPH0KEuo0Z2QytFR55pWez71hrdUkeIaIG5GRJnqsmdws/lqp+PM+jUqmgVCq19bxiGAZms5k6YBsPu2L3jFxOMjT99rchfv/7YGSi5+pxxyF34YUoXXghhnftgsPh6GnqDJC+97lcDul0ukms3auwmlSQyHkEkCo/Xq9XcdUmHo/TylYv+qN2WWdjY2OKFtzVahWRSIQeG5fLBb/f3zU5afUrevjhh5um1T72sY/hk5/8ZMfXlMlkEI1GAUjn5YmJCUWLQLKoBySNaCAQ2PIY7hCjAaEXYqSm3xAxiFQjAqRQKCAUCkGj0WD37t0DOWGLoojl5WVUKhWYTCbMzMxs26qa4ziEQiFafu5lXHQDfvQj4J3vPJJw/k//JPkTdUn2yuUyUqlUU8l/ICG02wRRFMFxHB0rl+esbeX+DEgXXkIg5KRCXpWRV2xas9XUfi2dstVaN3mFq5vXSkBcr8lGiJPRaFQ98V4pOI5r8sRqtESI6HS6Jgfsvs4ZpRLwne8ADz0E8Yc/pJUkkWFQPuMM5F/9atQuvBCO6Wk4HI6eHouIodPpdFPmmdlshsfjgcViUezMnEgkmjRIvfidFYtFxGIxqo0aGhrC2NiYIpLV6lbtcrng8/m6Pk6tuiGj0YhgMKhI9ylvrT344INNPkfXXXcdPvWpT3U8vv2O45PpbEB6H8bHxzs+3g4xGhCUEiNBELB//34IgtC335DaBpFksm1kZAR+v7+vfW0GoivSaDSYnZ1VxQCuG9TrdayuroJlWWg0GgSDwf5aZ8Ui8K//Ctxzj/Tv2Vng7rulQNcuUC6XkUgkmuIJrFYrXb2+EDQtxGdHPgVVq9U6Vn60Wu0GAiAPXX0hZ6vJ0ZqzJs9Vk29bVcla89Xk23ZXmsj7TUhSqVRqamWSPDUyGdlXFTaVAh59FOJDD4H5r/+i/y3odCi99KXIXXwxmIsugsvn6/n70k5Y3WtESL1eRyKRoFUbknnm8Xi6rnq00x8pJTetliN6vR7j4+OKdFDFYhGRSIQaOo6NjSmqYNXrdYRCIdTrdTz00EO49dZb6d+uvfZafPrTn+64r1qthtXVVTQaDWi1WkxNTSkmiCQfbStytEOMBgSlxCiXyyESiaii4VEzAqRWq2FhYQGAOpNt7VCpVLC0tAQA2xpIWy6XEQqFwPN8T6OhG/DUU1J22eqq9O/3v1/SEnVx8qlUKkgkEk3mbw6HAyMjI9tGEnuFXI9CyNBmLafWizi5sB9LbaNjATzPb8hVk2+dTr96vX5DjEvfrS0FIA7rxWIRxWJxQzVpaGiIOmD39X1bXQUeflgiSbLptobbjdzFF6P8v/4XrKee2nMVqdFoUN0Q+TwbDAZ4PB7FLtHtMhWVehc1Gg3E43FKsnQ6HUZHR2Gz2bp+LqVSCWtra/Q9UTpY0mroaLfbMTY2poigRSIRFItFPPLII7j55pvp36655hp89rOf7fhaOI7DysoKarUaNBoNJiYmFLUGSfcD6NxW2yFGA4JSYrS6uopisQiPxwOfz9fXY0ciEeRyOVVacsTQUY2WXDsIgoCFhQWwLAubzYZgMLgtJ3C5X0YvNvJN4Hngllsk/ZAgAFNTkoP13/zNlnet1WpYX19vapn1EhewnSBtFLK1c1xmGKYpVoRcnF9oLcBjEWSKjLQiSVuyU1WOZKu1vieDfj9EUUS9XkexWEShUNgg4jYajeo4YP/hDxAfeAD4+tfBHBYMA0DpjDOQe93rwFxyCVwKW1AEJCIknU7T46vX6ylBUnIMiXcR0Wjp9Xr4/X7F5CYajdL2mtVqxejoaNfnC57nEYvFaEXMaDRifHy862PTKsw2GAyYmJjomuSKoohEIoFkMolvfvObTSaQV199Nf7t3/6t47HgeR6hUAjlchkMwyAYDCoiL/l8HuFwGMDmguwdYjQgKCFGHMdh/+Gg0Lm5ub5WUWq25ORxIoMydCTES6fTYW5ublsmq+RiPpvNhvHx8d4vEOvrwJveBPz0p9K/3/Y24AtfkITWHdBu+sThcMDr9R5zhEgQBCq8LZVKbUe5DQZDk4tyvw7GO+gNHMc1RYRUq1XU6/VNK3gkU42YOw66stRoNChJKpfLTZUvg8HQZO7Y4wMATzwB8Z57gB/+EMzh/XM2G3IXXYTqm94E20teooiIEPA8j0wmg1Qq1USQvF6vYlPGfD6PeDxOdT9msxmjo6NdkxNBEKhvEfEc8vl8cLlcikbS5dojn8+HkZGRru9fLpcRDofBcVxPfkP5fB6RSASPPvpokwnklVdeiTvuuKPj8xAEAeFwmC4olVrIkA4NgLYSkR1iNCAoIUZENW8ymTA3N9fX46rZkiPPy2g0Ym5uTvUTpryFpobLdzeQTygoGd9si6eeAt7wBiAeB8xmafrsrW/teBdin59IJJqCIH0+3zHVMuM4rukC1nphNZlMTeZ/f6lWAX8JIBogeUxItVptW10iuWpyB+xBtTl5nkexWKQRDPJLitFopCSp5+9FKATxq1+FeN990JAhCACVk05C/o1vhP7Nb4bT71f8+ojmJ5VKUVJhMBjg9XoVaZDaBVI7nU74fL6uv0+tvkVmsxmBQKDrY8ZxHKLRKDVDHB4exvj4eNc6MI7jEA6HaWvN7XbD7/d3fQwqlQpWV1fx2GOP4ROf+AQ9Du9973vxhS98oeN+iEs1qXyNj48rcrmWL5BbTSB3iNGAoIQYLS4uolqtKnbobIeVlRWUSqW+W3JyH6RBjOgLgoDFxUXU63VVzCy7QSqVoinMIyMj8Pl8vZOie+6RvIk4DjjhBOCb3wSOP77jXVpDaI1GI0ZHRwcaraIEJHC2UCg0ZUIBkp5B7lmzEzb7wgZpx8mjQjbThsmDhgdFgjuRpKGhITgcjt7NHXke+PGPIdx9N5gnnqBTbY2REWTf8AaI7343nLt3K67UEoKUTCYpyTQajfD5fIrctFmWxfr6OtUOabVa+Hw+OJ3OrvZBFlvr6+sQBAEMw8Dn83Xtek2cnmOxGERRVJxyL4oi1tfXqev28PAwgsFg1+8Vy7JYWVnBo48+io997GP0vb/iiivwpS99qWM1v19yRIZ+gOaq0w4xGhC6JUb1eh2HDh0CAOzZs6evk468JTc/P99XBYJEk6jhg9QO5AOp1WoxPz8/8IqD3Oirr3F8jgM+8AGpXQZIFaP77pMqRpugdSJEq9XC6/UqKnsPChzH0Yy1VjJkMpmaRLJH+7nuYLAgeiC5A3Zr7h4gXfwJSRoEUeJ5HoVCAblcrmk6k0TdEHPHnj6P6+sQvvIV4ItfhObwIkkwGJC/8ELU3/Me2M89V7EOied5pNNppFIpSizNZjP8fr8iKUO5XEY0GqULJ6Wj+SzLYm1tjR4zpdWjfh3/5SP5SodZiGXKvn378NGPfpQex8suuwx33333luQoGo1S7ygl5EgURcRiMWQymaakhR1iNCB0S4xI/pjFYsHU1FRfj0naRENDQ5idne1rX0TAPYhqDsuyOHToEERR3JYpNHmlqK8w3VwOeP3rgZ/8RPr3zTcDH/lIR/fq1ikQ1UJo+4AoiigWi8hms02ib+BI4KzNZjvmtE6DhNyTaDNzRwJ5DAv5+ZcaHSKPCmln7AhIBJpUE81ms6qC7kajgXw+vyEPUKvVwul0wul09rYAbDQgPvoohNtvh/a3v6X/XTrrLJTf9S5Y/vEfMaywtc/zPFKpFNX9AMrb5KIoIp1ON43mKyEopPoTj8dpHIff7++6+tRqyDg0NISJiYmuK8S1Wg2hUIjanyiZGiO6oUceeQTXXXcdff3veMc7cO+99yoiR0qkGfJsTq1Wi9nZWdRqtR1iNAh0Q4zkfkNq5I+p1ZKTi677FXC3QygUQqFQgNlsxvT09EAvGnKRXV+kKBoF/vZvpdDL4WHggQeA175205sPLIS2D5AYhFwu12Q0aDKZaKviL6FFRkbdiVeQPEak3aaWm3UnyA0o20WHELNKYmKp0+mOyQk+juMoSSqVShsmEolnkdVqhcViUVU3V6vVaGiy/PNrNpvhPJyjpviYiSLw7LPgbr8d2scfB3P4s1CfnETx7W+H6T3vwbCCjC5AInOJRKLJ/VpprEfraL7S80dr9chqtSIQCHS9ICsUCohEIjQaKRgMdv3YrYa5SqKdSGvskUcewYc//GHaonzrW9+K++67r+PxE0URkUgE+Xxecc6mIAhYXl5GtVqF0WjEyMgIXC7XDjFSG90QI5ILptFosGfPnr5OhGq25IgobRCia3kWWr8TeFuB+DkBykWBTTh0CLjgAmBlBfD7pWTwU07Z9ObVahXhcJi2IZSasakJUh1Kp9NNbQmy4nY4HAN9DwYBeYSIPD6EbP0Qnc2qP/K/yzHI6BCNRkOjQlo3YoB5tMlTo9FocsBudfY2GAxNDthqnEs2q3iSrDOn09nbZ3p1Ffz/+T9g7rsPmsNiZM7lQu7d74bxqqtgUahJrNVqiMfj1JuslxZ6sVhENBrtqeIsiiJSqRQSiQREUVScd9baWlMS5CoIAtbW1iixU6LpJO2thx9+GB/60IcoOXrLW96Cr33ta1uSo1AohGKxCI1Gg+np6a5bkY1GA4uLi+A4DqIo4qSTTtohRmqjG2KkZgSImi25hYUF1Go1VcTgcsgF3Wq85k6oVqtYXl6GIAhdWcBvit/+VqoUJZPA3JwU9TE93famRAQZj8fpiWh8fPyoVIkEQUA2m0U6nW7SiVgsFjidzr4COLcLraPnZOsmVkOj0TRVX1rjQ1qjROQRImpBHh1CKlPtYkNaI0PIibkb6HS6Jgds+c/tfn+JRqlUKqFYLDYRcUB6T4hmzWKxqLJQaDQayOVyG8KVzWYz3G53T2P5KJXA33cfxNtvh+6w3w3ndCJ/2WUwXH01LAonWUulEmKxWNPQxdjYWNfVjFaNok6nw9jYWNcX7Na8MyWLREEQEI1GqbhZib1Jq9+RkvMwCZDdt28fPvjBD9Lv/Bvf+EZ8/etf70gMBUHAysoKKpUKbY11KwuoVqtYWlpCsVjE2WefvUOM1MZWxOiRRx5RrV0lD3lVqspvBXG6ZhgGu3fvVlULQypRWq0Wu3btGlgFRc78h4eHMTk52dtF4le/kipFhQJw6qlSpWiTST+e5xGNRukKSWnpWi1wHId0Oo1MJkNXWqQ65HK5jkndEMlRk0eIVKvVjgRIHiHSLkbkWCd9nUAIVWtUCPl3N+7XgNR+IcaaxAl7O002iSN6oVBAsVhssgdgGAYWi4Xq2fo9F5Css0wm01RF0ul0cLvdcDqdyr+LjQa4r38duPlm6A5XuTm7HYXLLoPxmmswPDqq6Pm12nTY7XaMjo52/bxap1odDgdGR0e7Onatrf2hoSEEg8GuzweZTIZOrZlMJkxOTnbddpfLGaxWK4LBYNfEKpFIYN++fbjmmmvo+eCf/umf8OCDD3Y8bjzPY3l5GbVaDUajETMzM11/xoi/0t69e3eIkdrYihjdddddqnkEET8gNVpyaobPysHzPA4dOgSO4wYy/k8gCAKWlpZ6+kI04de/Bl7xCokUnXce8N3vApt8QeR5a4DkidHtqKxa4DgOqVQKmUymKb6AXBSOJaIgiiJqtRqNEalUKpuSoNaL+9HKAzvWQDLX5O1EuRN2p1Zea1zI0NDQwAm8KIqoVCrUG0texSS6JLvdrgpJajQayGQyTYsDErHjdruVt9k4DvyDD0K86SboDvuu8VYrCpddBtMHP4ghBQSp1di1F3F0IpGgo/FKtUet2qHx8fGuW2vyCCWdToeJiYmuF/TFYhGhUAiiKMJsNmNycrKr95lYATz22GP4wAc+QKuCr3vd6/DQQw91JGf9LJDz+TwcDsdfPjG688478dnPfhaxWAwnnHAC7rjjDrz0pS9te9v7778fb3/72zf8f7Va7fpLtRUxuvXWW1VrVxH36H4nyERRxP79+8HzvCrhs3KQ8XyDwYD5+fmBkIZ20wU9VUh+8xuJFOXzEil68slN886KxSLC4TAEQVB8slAD7QiRyWSCx+PprY0wAIiiiGq1SrUolUqlbbWjXWTFXzsB6gWENLW2IDtFhuj1emrsSMjSII99rVZDoVBAPp9vEnCTShIZye+H0AuCgHw+j3Q63TTR1nMoM8+D+8Y3IN50E/SH8yN5iwWld70LQx/9KAxdCowB6VqytrZGn5fS0fxyuYxIJNJT5hnLsgiHwzSeRYn+h2VZrK6uol6vK3a7LpfLWF1dhSAIMJlMmJqa6lorFYvF8Pjjj+Pqq6+mr/kf/uEf8PDDD3c8x8slFZ2y0VrxVzGuv2/fPrzlLW/BnXfeiXPOOQd33303vvKVr+BPf/pT26rI/fffj6uuugoHDhxo+n8lyfKdiNFrX/ta3Hjjjaq0qwRBwIEDB8DzfN+xHSRgT6fTYffu3apdVDmOw8GDByEIQt+tvk4gXkUMw2B6ero3gvL888DLXy6N5p97rtQ+2+SYyl20zWYzJiYmtq11JggC0uk0kslkEyHyer29e7yoCBL9QES5rRUMjUbT5K6s9pj3DjaCtCzlDti1Wq2tVxFwxNiRbHq9fiCfq3q9Tr205CRJo9HAZrPB6XQqJzEykGpVOp2mDs+AREY8Ho/y7wvPo/HII8CNN0J/8CAAoOHxoPLhD8PyvvdB2+VirNWYEZBIitfr7eq7wPM84vE4nX4zmUwIBoNdTQK2ttaUmDLKg2CBja7RnVCtVrGysgKe52E0GjE9Pd01OVpbW8MTTzyBq666in5mL774Ynzzm9/sSI7kQzg+nw8ej2fLx/urIEZnnXUWTjvtNHz5y1+m/3fcccfhNa95DW699dYNt7///vtx9dVXU8FZL+hEjC688EJ8+tOfVqVdpSaZIWP0brcbowrKw1shHo8jlUrBZDJhdnZ2ICdX+bSbkvHQJiwuAi95CZBIAOecI5GiNmVmIgwkXh9OpxOjo6PbcmEXRRGFQgHxeJyunI4FQkTaY0RP0up3o9FoMDw8TJ2ztzPtfQedwfN8k/v1Zq1NvV7f5IBtMBhUfw/JSH4+n28SU+v1ejpF2Y9Orl6vI51OI5vN0qql0WiEx+NRFOcBABAEsA89BOb666E/nNhe270b7M03w/oP/9D1vhqNBmKxGCVtRqMRgUBAUZsqEomA53kwDIOxsbGuveF6NWVsPQcqqTrV63UsLy+D4zjF5CgcDuMHP/gBrrzySkqiL7roIjz66KMdCaF8EdtNN+QvnhixLAuz2YxHH30Ur5X5zlx11VX43e9+h6eeemrDfe6//35cdtllCAQC4Hkep5xyCm666Saceuqpmz4OKVcTFAoFBIPBtsToggsuwO23365KPtjq6iqKxWLbIDzN6sHdAAAgAElEQVQlkHsXzc7O9pRC3Q4cx+HAgQMQRVH19hyBvJespFzahPV1iQwtLkqj+E891VZTJAgCIpEIPYkpDV7sB9VqFbFYjPqD6HQ6+Hw+RQGWaoKQIbLal1/IAGlFTvxshoaGdojQCwgsy1KSVKlUaNtFjkHGxJAqDyFJ8orj8PAwXC5XX622zTR5Ho9H8fdJrNVQ/9znoP/MZ6A9PHxRPu88aG67DUNnnNH1flpDXZVUjxqNBiKRCJ0EVCLMrtVqWF1dRaPRgEajwfj4eNfnaXmigJJzr5wcKWmrCYKA1dVV/OQnP8GVV15JF2CvfvWr8a1vfasjqSOSE41Gg5mZmY637ZUYvWBq3iQJuTU3zOfzUTfkVuzZswf3338/vvOd7+Dhhx+GyWTCOeecQ32C2uHWW2+loYd2u52SoHYQRRF6vb7vMW6O46hHRr/tqXw+D1EUqTBTLZCARHKRVBvE1IusPsbGxpRfgItF4NWvlkjR9LRUKWrzZeB5HisrKygUCmAYBsFgsGtfj35AJt4WFxdRqVTAMAw8Hg927drVtWhTTRB/loMHD2JxcRGpVIqeVG02GwKBAPbs2YPZ2Vl4vd6+2iA7ODogSfejo6OYnZ3F8ccfj6mpKXg8Hvp+chxHJ44OHDiAQ4cOIRaLtW2dKgURZJPP0vj4OB1vJ6nuBw4cQDwe32Ay2Q10Oh38fj92795NjReJKeLBgwebKkpbPleTCaaPfATMwgKql18OUafD8C9+AdOLX4zSm96ExuGR/61gs9kwNzdHNTupVIp+57eCXq/H1NQUNbDN5XJYXFxs61TeClLJHx4ehiAICIVC1PtoK3g8HgQCAfqYREO0FeSVolqtRttrW4G4af/N3/wNvvSlL9EF/JNPPonXvva1HV/v6OgozGYzfY3dPJ5SvGAqRtFoFIFAAM888wzOPvts+v8333wzHnjgAZot1gmCIOC0007Deeedh89//vNtb6OkYvSKV7wCDzzwQF8hr8CR8qDJZMLc3Fxf+1paWkKlUum6B9sN5NUiNapj7UBE3RqNBrOzs8qddjkOuOgi4Ac/ADwe4Omngfn5DTcjpKharUKj0WBycrJrH5J+0LqKtNvt8Pl82z52z/M88vk8stlsU/WAYRg6cv1C8EbaDER/08khW+5LtFl0CIGcCG5mGil3wm7nhk0csdX2V1IDgiCgUqlQDVm71impJlmtVtWqSSzLIpvNIpvNNrX7LBYL3G43LBZLT8eK53lkMhm6kAYkcujz+RQPMXD796NxzTUYevJJad9mM+pXX42hj30MjILhHfn3Xom5IiGOHMeBYRgEAoGuFs7y3DBAWQWoUCggHA4rnjqr1WpYXl4Gz/MYGhrC9PR01xWyxcVFPPvss3jf+95HyeMrXvEK/Md//MemHQ+O47C4uIhGowGr1YqJiYm2r6/XitHRC3pSiJGREWi12g3VoUQi0TUx0Wg0OOOMMzpWjMgYcbdQIx+MaKD6rRaxLEs/WGoKo0lm0NDQ0EBMDiuVCjUPGx0d7S1+4NprJVJkNgPf+96WpEir1WJqakq1VuNm4DgOsViM+iIZDAaMjY1tu1lkpVJBJpOhFUUCeZjnsU6GSJI88QCSewMRf6BBrB7VAsMwTUaVxLhS7ts0KGH0ZpATH0D6vJbLZSq45zgOhUKBtpyHhoYoge4nJoSQFa/Xi2KxiEwmQ8lZqVSiFhUOh0PRVJ1Wq4XH44Hb7UYmk0EymaTTWyaTCT6fr2vSpduzB7rvfQ+1n/4UuOYamH7/e5hvuQXsvn0Q774bxvPP33IfNpsNZrOZngMSiQRKpRLGx8e3XBQNDw9jbm4OkUgEpVIJkUiERkV1ev5En2QymaipI4mr2upY2mw2TE1NYXV1FZVKBaurq12RI5PJhOnpaRrHQe631TmFVMgEQcCdd96J9773vSiXy/jxj3+Miy66CN/97nfbnqPJ5DAxcUylUqoVAoAXUMUIkMTXp59+Ou688076f8cffzwuvvjituLrVoiiiDPPPBMnnngivvrVr3b1mJ3E16961avw5OHVRK9QMwKEVF2Gh4cxvYmrs1LwPI8DBw5AEISBaIt4nsfi4iJYlu3d2fqrXwXe+U7p90cfBV73ug034TgOKysrqNVq20aK8vk8otEovVgr0RqoAUEQUCgUkE6nm6pDBoOBCmCPxUw1QRCanLLl3j5KnKS3cseWu2S3bgStobOtcSHkZydHbKU5bsTkUu6ETVywt5M0Ee1ZsVhEsVjcoE8yGo2w2Wyw2+2qiPBZlqWCanK8SDyI2+3uqbpKAmHT6TTd5/DwMPx+v6LvvygIKN17L4auvx66w0LlyqWXwvS5z0HTxYCIKIrI5XKIxWI0FDYQCHQ1Ik88gIjnkZLJM7nvkBJDx0qlgpWVFQiCgKGhIUxNTXVFUOX3s9lsCAaDXX0uyMTZ888/j3/+53+m0pKrrroKd9xxx6b3I2bDANpOc//Fi6+BI+P6d911F84++2zcc889uPfee/HHP/4Rk5OTuPTSSxEIBChJ+uQnP4kXv/jFmJ+fR6FQwOc//3k88MADePrpp3HmmWd29ZitBzYcDtMJtIsvvhiPP/54X6+JRIBYrVZMTk72vB95TIeaSfeEbA0ibw04IqTT6/WYm5tT7rny9NPAy14GNBrAJz4B3HDDhpvI3VO1Wi2mp6cHmivWar9vMpkQCAQGTsQIOI6jxnikhM8wDOx2O1wu1zEloG51yu40dg5Ir6Nd1pi8AqPVao+Z10dAHLDlW2vFq9FobEn8CEGSGztuF2Ei1g2FQgHlcrnpuRqNRqrL7Ddwlud55HK5DTE4drsdHo+np+8ux3FIJpPIZDL0eTscDvh8PkWLg8b6OupXXw3LI49I+/V4wH3uczC98Y1Al2JlUvkBlE3C9jp5Rio/PM/TCk0375HcO0gJOSqVSlhdXYUoinC5XBjtMnqFSEp+97vf4d3vfjeVOzz33HMdB6YikQhyuVxbz7u/+FYaIFmIp9Np3HjjjYjFYti7dy+efPJJSihCoVDTByyXy+Hd73434vE47HY7Tj31VPziF7/omhS1gzw3qF+vG7KKAPpvfZHVNdGKqAHisQNgIOLkcrlM++CBQEA5KYrHpepQowFccgnw8Y9vuAmZfqjVatDpdJiamhooKarVagiHw1Sntp1VonYTOjqdDi6XCy6Xa9tjTVpBKhDyCanNSJBWq21yyiaVk+1uNakFjUZDK0CbgeijWoN1SbWMVNLq9XpTXAbDME3u18RYU+3jpNfr6WeJ53lKkorFIur1Ol1EmUwmOBwOOByOnj5zWq0WbrcbLpcLpVIJqVQK5XKZTk1aLBZ4PB5F2kCdTked+tfX15HP55HL5VAoFDAyMoKRkZGuvqN6nw/6hx9G+c1vhu5974NxZQW6N78ZtX//dxjuuQeaLRa3xMU/kUggmUxSrd/ExMSWFTFCOkOhEFiWxdLSEoLB4JaaT7PZjJmZGerqv7S01NXikGiFiPxgdXUVU1NTWx4ni8WC8fFxhMNhZDIZGAyGrvyR3G436vU6TjnlFFx++eW44447IAgC3vOe9+CZZ57Z9HHHxsbooiocDnetb+qEF1TF6GiglXH+6le/wotf/GIAR0JkewXx7DlWI0BImVKv12PXrl2qnmgFQcDCwgJYloXT6aQTEV2D54FXvhL46U+BE04AfvnLDQaOrQnNW4129gNRFJHNZmkO0XYGzzYaDaTTaaTTaboaNplMGBkZUe7poiLkTtkkNqRdS8lgMDRd0I1GI3Q63QuSAA0KRF/FsixdBJGLQbtTOCFLxNRxaGhoYEJ/QpJyuRxtgRCopWGrVqtIpVJUqwdILSWPx9PTd6xSqSAWi9HKjV6vx+joqCIPMb5cRvn662H50peg4TgIw8PgbrwRhquuArqsrITDYfA8r2i8nud5hEIhukjvNpqpVzmBvHKkJJIjlUpRTXAwGOy6bbi8vIx8Po/Xv/71WFxcBADcdddduPzyyze9H8uyWFhYgCAITf59fxWttKMB+YE1m8146qmn8D//5/8E0D8xIiXAnoiBDKIo4sCBA+A4TjUdkDzQVo24k1YQs0idTof5+Xnl1aKbbpIqRGYz8NxzwHHHNf2ZOKzmcjkwDIOpqamBTZ+1ts7IimnQFRpSIWolREfTJLLRaDSJaFvF0HKnbEKGjnYl64UMURQpWZKbO7YjoDqdrsnYcRDmnBzH0WqMXJOk1WrhcDjgdDr7WpzU63WkUinkcjn6mTebzfB6vYoJkiiKyOfziMfjtOVstVrh9/sVtQPLv/41mCuugPn55wEA7JlnQr9vH5ipqS3v22usR+s5x+12bynKBnqfypVrhzpNgckhN49Ucg4mE2fPPPMM3vGOdwCQOioHDhygNgbtQEySgSNEbIcYDQjyA8uyLH73u9/hFa94BYD+iJEgCNi/fz8EQcD09HRfF201K08E5EOm0Wiwe/duVfOWarUaFg5nFPVE5P7zP4HzzwcEAfj614FLL91wE6Ld6vkxukSj0UAoFKIntu0wihQEgSZ8kwvg0NAQvThst0C3Xq/TyaXNnLLJNogWzw6aQciS3NixnS+MTqej74vFYlG9olSv15HNZulUFIHZbIbL5YLNZuv5XMWyLFKpVJNP0fDwMHw+n+IIIRLoShYYxF+s2/YaAHAsi8Jtt8F+yy3QlsvgrVaId90F3Rvf2NXjy2M9LBZLVxNkoigimUzSiV6bzYbx8fEtn7O84qSEsMi1Q91aAMir9lqtFjMzM13rm5aWlvCRj3wE3/3udwEAH/nIR3DLLbd0vB9ZcBPbl3q9vkOMBgFCjHK5HJLJJFZWVlQhRvl8HuFwWJU21draGrLZbN+VJzmWl5dRLpdVjxUhpdJKpdJb2y+bBfbuBaJR4O1vlybSNtwki7W1NQB9xIp0AbnTrFarRTAYHGjrjMSIrK+vU22O0WiE3+/fVkIkd8puTVgHQG0drFbrMSX0/msG8SuqVCq0rdl66jcYDPR9Gx4eVk0XJ4oiSqUSstlsU8aZVqulE2e9Tkc2Gg2q1SGvx2azwefzKRaB1+t1RKNR2qJSGukBAIXf/x66t74V5t//HgDAvuUtMHz5y5uGV8uRy+WwtrYGURRhMBgwOTnZ1WuQ3294eBgTExNbkipijlgqlRRVjuRVmW5TGgRBoGP8BoMBMzMzXVWJ8/k8nnvuOdqhOeuss/DLX/6y433k1xciJ3A6nTvESG0QYhSPx6ltuhqtNBIB4vF4+jKIVDN8lkBuIbBr1y5VV5KEtGg0GszNzSnf95vfDHzjG8CuXcBvf7vhhFOpVLC8vAxRFPuOV+mEYrGIcDgMQRAUncR6RetJW6fTwev1bqtjNsuytE3SLkmdmEPutMaOfQiCQPVfpVJpgyszcawm76latg6NRoMaO8qjZ+x2O9xud89EmmVZJBKJplxMl8sFj8ej6LmT9losFqNtYCWJ9wDAlssoX3stHF/+MhhRRGN2Ftp9+6A5/fQt70tEzhzHKVpslUolhEIhOkE2OTm55feQDKaUy2VF5Ei+8OxWZtFoNLC0tIRGo4Hh4WFMTU119T7H43Gcc845WFpagk6nQzab3fJ4NBoNLCwsgOd56HQ6HHfccX/ZU2lHE+QLp4brM8dxdKqkG0FaJxAdBymLqwEyiWa1WlUlRSRFGpCm3BTv+1vfkkiRRiO10FpeL2lriaJIV42DgNw7Q4mnSC8QBAHJZJKabDIMQ6do1Gxvdnr8QqGAbDbbNJHJMAysVivsdjssFsu2PBe1IPceIqaQci8iuTv2Zo7YBJ3csOWO2HIH7GPBTkDe4vR6veB5vsnYUa4VA47k5fU7jq/X66n7M/HYqlQqdOJsaGgIIyMjil2qDQYDxsfHMTIygvX1dWoamcvlFE2dMQwDh8MBi8VCTRnT6TSKxSICgUBX51jD8DD0X/wisi9/Oaz//M/QLy5CPPtscDffDN0110jnr00wNDSE2dlZ2p5fWVnpquptsVioMSMRS09NTXUkhYQMEXJEps62qpA5nU5wHIf19XXE43Fa+esEYi+wtLSEcrmMaDTaVeyTz+fD2WefjaWlJXAch6effhqvfOUrt3ys8fFxrK6u9hwgv0OMukShUKCur/2CTFaQEVs19qXW9BHxEAHQ1aSDEiSTSfA8T11tFWF9HbjiCun3D38YODwZSEASm0nWWk8BtF1APmnhcDgwNjY2sFH8SqWCtbU1Wp2xWCy9O4MrBMuyyGQyyGazTQJqs9kMh8MBu91+TJIhURTB83xbZ2zijs1xXNdGkYMCIUly/6VWb6btPL5arZY6WhPdGBnHl4u6yTi+3NixFxBfLbvdjmq1inQ6jXw+j2q1inA4DKPRiJGREcVBsMTEsFwuIx6P0+eczWYxOjra9flbp9MhGAzC4XBgbW0NLMtieXm56+oRwzBwXXIJiqefjto73wnrz34G3bXXgvvRj6B78EGgw6JNr9djenoaa2tr1CSWZdktRdlms5mO19frdTqW32kB2o4cdTPKPzIyAo7jkE6nsba21lVmqMlkQjAYxOrqKrLZLEwm05bXAYZh8Ld/+7f4xje+AUDKUrvgggu2/ExYrVZ4PJ6e8veAnVbaliCttGeffRYOh4P2cIHeW2kkz6zfaS+5gHtmZkax6LAdSDXEYDBgfn5eNXLBsiwOHToEURR7E0O//vXAY48BJ50E/OY3QMuXvVV0pzZ5aBU6djs90guIGJQ43RIPFqWraKUQRRHlcpmukAmIF5LD4dj2bLfNQATG7Ryyu3WZJhEd8qqO/GcnR2z582jniC13wW51w+4WWq12g/s18XTazvgWeSxI6zh+v55FrY9DbCfIe6jX66lOROlrbjd11sviglS6s9ksAOk1j4+Pd72obbAs8p/+NFy33AJNvQ7e54PmO98Bs4WfXus5x263IxAIbHkcCIlrNBqUZG31vZVPq+l0OkxPT295jEjwdz6fV2SHIl9cdiP/kKdNnH766XjyySc7TqfJn18ul4PL5drRGKkNOTGampqimTNAb8SIZVkcPHgQALB79+6+evdECKfT6bB79+6+L5qiKNIkZ7VH9Ik1AVnVKHquTz4JXHih5A3y3HPAKac0/bndmKaaaLXk93q9XX0xe0GtVkMkEqFTRA6HA6OjowOtHhBRdzKZbJpeGh4ehtvtPmqj//LnJx9H7+TfQ9Aug4xUZsh2NLLhSEVL7n4t/51UurYiUK3u1yaTaVvMLwlJyufzTa1VQD3PIhIEm06nKaEhmjqHw6F43zzPI5lM9jV1BkjnmbW1NfA8D4Zh4Pf74XK5ujrmgiAg+fOfw3755TAtLkIwGoH77oPmTW/a8r5yTU+3E2uNRgPLy8tgWbZroiNPCNDr9ZiZmdny+iQIAlZWVlCpVKDT6TA7O7vlfeRWKt0uZL1eL5LJJPx+P3784x93HWb+V+F8fbThdDrpCHivIFMZZrO5b0Gj2m00ctEhfXa1UK1WaXuuW3t4ikoFeN/7pN//5V82kCKWZelJw+VyDYQUES8OoHuxYS+Pk8lkEI/HIYoitFotAoHAwGwGyGNms1mkUik6WcYwDJ0U2o6WXTvwPN80PVWtVjfV9xiNRmoKSSor211RUQJ5kGwnyNuBxO2abIIgUFfs1ikv4g1FfKLU1r7JndRbPYtIphrxLHK5XD19huRBsNlsFslkEhzHIRqNIplMUoLU7XlEq9XC7/fD6XQiFouhVCpRoXa3uiFAmnYbGhrC2toaSqUS3VcgENjyOGs0GvjOPx+Zn/wEjbe9DdanngLe/Gbwf/wjtJ/6VEfdkdPphE6nQzgcRqlUovqhTo9JKkWkrba8vIyZmZmOlSOtVovJyUlKqFZWVjA9Pd3xcUgrbmlpCfV6nbbiOhE3EnJLQs9DoRBmZmY63sdqtdJAYAAIh8O9De90iZ2K0RYgjPP555/HKaec0lTW66VitLi4iGq12rVb6WZQ0weJgIz92+12+hrVAJnA62m/118P3HILEAwCf/pTk7u1KIpYWVlBuVym9vVqXxDlfkiDGv3neR5ra2v0Ime1Wrs62faKdmP/8hiG7Z4qI6PkpVIJ5XJ5Q1gpIJ2AyUWfOGRvd6jqsQASGyJ3viatxHancoPBQEXWZrN5YBeSWq2GXC63wbNoeHiYehb1+l4JgtBEkIAjNhVKh2HatddcLhd8Pl/XVdnWRYxer8fExETXWYjlQgG1f/kXuA9bjfB///fQfuMbG5z7WyHPPDMajVuKqwGpckTIUbdtNRIbwnFc1+dVlmWxuLgInue7NoBsNBpYXFwEx3Fb3ufEE0/Ef//3f2N4eBi///3vUa1WYTKZMDMz0/G57Rg8DgjkwBKW3g8xkrfR9uzZ09cFiKQRq9VGkxMttcb+AenLvLS0BACYn59XtoLcv1/SFDUawOOPAxdf3PRnEjrIMAzm5uZUr3CQ/QPd2+4rRa1Wo9lHSsvzvaBUKmF9fZ2SD7I6d7lc21plYVkWpVIJxWIR5XJ5gy6IXNCJS/ZfIwlSAkEQNrhftxOe6vV6auhosVhUJ8HEsyiTyWzQqbndblr96AXE2JQMcQBSa8nv9yseYmnVDZFJJiULTCIUJ9/d0dHRru0zWJZF9o474PnoR6FpNMCfeCK0TzwBbOHrVq/XsbKyokg/JG+rGQwGTE9Pb0moarUalpeXFREduVVKt/53xMhRFMWO1jVnnnkmfvOb34BhGNRqNUrCtjKa3GmlDRhqtGhI62t4eLjvExKpLqglyM3n8zS1Wc3ojPX1dQCSVkYxcfngByVS9Hd/t4EU1et1KuBTauHfDXK5HCVFXq93IKSoUCggEonQ4x4MBlUR0LdDrVZDPB6n4lmNRoORkRG43e5tm36q1+vUFLLViVmn08FisdDqxrEi8n6hQB61QsBxXJOpY7VaRaPRoJUdQBISE1NHs9nc97mE2DhYrdamyUYy3p1IJHpu1ZLPrNPpRCKRQCaTQalUwsLCApxOJ3w+X9fnVdKqttvtWFtbo+RBiWcRGa2PRCIoFouIRqOoVCpdTaoaDAaMXHMN4jMz8F5+OXR/+AOEF70ImscfB17ykk3vZzQaaYuMiKynpqY6Hku9Xo+pqSlFLTKTyYSJiQmsrKzQ17bVeL3ZbKbhsel0GkajccsK+9DQEMbGxrC2toZkMrnp5Df5XJPhhmAwiJWVFapbVbuSv0OMuoQaFw+5JqgfkFYIANU0KOREqaZhIAkPBaBcrPyznwFPPAHodMDttzf9iYj3iNOr2l+KUqmESCQCQLIs8Hg8qu5fFEWkUilKGs1mMyYmJgbSwuJ5nsYdAIfHiA8b321Hy6zRaFAdSisZIt44Vqt1JypkANDpdHQEH5AqLuQ7WSqVmlpxqVQKWq0WVqsVNpsNFoul7wqiwWCA3++H1+ulfkC1Wg2ZTAaZTAY2mw0ej6frFhSBVqvF6OgoXC4X1tfXqc9WPp+Hz+dTVHG1WCyYm5uj1aN0Oo1SqYRgMNhVFUqr1WJiYoJ+n8nnfHJycsuqjFarxegllyA+Pg7H296GoQMHIL7sZcDXvw7mDW/Y9H6k6iPXD20lrib3IVogQo46XdeIR1soFEI2m6UeVJ1gt9tRr9eRSCQQjUZhNBq3XGg7nU7UajWk02lEIpG2021ywl+tVikRXl9fRywWo4HJauHYVCj+BYJoAoD+yUylUqGJzGpUd1iWpQRGTdE10eY4nU5lFQBBAK65Rvr9iiskl2sZstksKpUKNBqN6n5F9XqdTrjZ7faughmVQBRFRKNRSopcLteWq7deUSgUsLCwQEmRzWbD/Pw8RkdHB0qKCHFfXV3FgQMHEI/H6WffYrFgbGwMe/bswezsLLxe705syDZBo9HQkNS5uTns2bMH4+Pj1JOKeJiFQiH8+c9/RigUopXkfh/X6XRidnYWU1NTVBdUKBSwuLhITQmVwmg0YmJigvruCIKAWCyGpaWlttlwm4FUj4hbdL1ex+LiIjKZTFd+V2TKbWpqClqtlrZ6unlNDMPAf9ZZKD75JPLnnw+GZYE3vhFim6gjOUgbzWg0guM4Wg3qBEKOyHMkTtmdYLPZaEus1Vl8M3g8Hrr4JzKBreD3+zE8PEyjSlqnMuXkmbi0EyNQuYedWtghRtsEUi1So69PevdqjVGT56amOLNardK2jeKKywMPAL/7HWC3A5/4RNOfOI6jLTSv16tqy4XjOKyurkIQBJjNZtVJF/nSE13D6OhoV+6vSkEcwEOhENUiTE5OYmJiYqAtKpZlsb6+jgMHDtDgSED6XBEyNDU1dVQE3oNAOw+jFxJ0Oh0cDgeCwSD27NmD6elpmltGyG04HMb+/fsRDodRLBb7eo0kOmZychJzc3P04lksFvsiSMPDw5idncXo6Cg0Gg2q1SoWFhYQj8cVkTqr1Yq5uTlYLBa6gIlEIl17T1ksFjp6znEclpaWmqYGNwPDMPDOzIB7+GFkLrkEjCiCeec7IX7xix3vJx/D75YcGY1GTE5OQqPRoFwu08p7J7jdbiolWFtb22DT0O71BAIBmEwmGli71fvAMAyCwSD0ej1YlkUkEml6XvJqECFG5HEMBgMajcaG+/SDF/7Z6QUCtdpowBFipHYbTc1qEfH8sdvtyi7GLAt8/OPS79dfD7SMxsdiMQiC0JVrqhKQVQfLsnTKRE0xMs/zWF1dRaVSoSeBQYziE20UOZmPjIzA6/UOVFhdqVSQSqU2jI47HA44nc6+3d0HCUEQNngKER+hVnPGdjEh7dAaD8IwDI0EaY0HaXW+Plo2AyQbbXh4GH6/n4YE5/N52g7N5/Oqva/EBdnj8SCZTCKfz9Nx/15CYBmGgdvths1mQywWQ6FQQCqVQj6fRyAQ6HqYRKfTYXJyEul0GvF4nLpxT0xMdPV6SUgqSa8PhUJdW3y4PR7k7r0XqaEhjDz4IJj3v78HciIAACAASURBVB9itQrmgx/s+Hzl+iEylt+pjUda96urq8jn89DpdFtWxv1+P1iWRbFYRCgUwuzs7JaO2hMTE9QXjwwtdXoMnU6HiYkJLC0toVgsUmsG8pwJ5OSZtDIXFxepDYMaUVA7xGgbQPxHGIbp+2JI9gVAlckxMupLLPrVAAkbBaDc8+f++4FQCBgdPeJfdBilUonuV+1qTiKRQLlcBsMwXQUwKoHcVVZJWKPSx4jFYk2iWiXuvEpBpo+SyWRTACnRfPVr8qcmiEt2rVaj/j9kkweZqvl4hDQpcboGmt2uiUEl8WraLpE8wzDUFsHn81Efsnw+D57nqTu12WyG0+mE3W7v+b0mBMnr9SKRSFBxfrFYhMvlgtfrVfS6yaKmUCggFovRcXUlomqSR2g2m2kraHFxkbYdt4JWq8XU1BSi0Siy2Sy1BujGKd/hdCL/hS8gOTQEz733grn2WoiVCpiPfxzY5L6krUZCWldWVrb0BbJYLAgEAohEIkin09RhvNMxCQaDtE25urq65WMYDAYq4CZEdavugVyMnfj/7H17jGTZXd53b73fz66q7q5+98w+hLAVg8COsYUMJrZIVo6MTSKvQWFJiBNpMSCCAxaYODIOMV4IYPFIkAIKWMFGTuRNwJaWxCuvTWKQIXF2Z6ef1V3V1fV+P27de/NH7e/MqZrurnOrTvX0eOqTRj3TU/fWqVv3nvOd7/f7fb/zc5aHeJFiRHC73eyzFAoFeL3emXuaLojRNYCvRpt1ciO1SMa5+LHJbARaLpcBDMdoKbGy3wf+9b8e/v1nfgbgjiWjRWCYl2M1YfMq0AIPgEnAssCTIpowZY4dGC0bBoahy0QiMZe8HSJE5+fnbOdGpDoejz9wdYjK1tvt9kSPHwKZLo47Y48rPONtQi5bZHlliX5epECNq1T0Oiq3H4fdbmdtQdxuN/Nzmmd+lqIorNpteXkZjUYDlUoFjUaDVbydnZ0x08dpTWtdLhdTkKh6slQqoVqtIpFIWLawCAaD8Pl8UydVA0OVYnd3F5lMBq1WC5lMBt1uV+jZIhNDp9PJXPN1XRcKnYfCYTQ+8Qnk3W4k/92/g/ILvwCz1YLy8Y8LkSMyWtzc3LySCIbDYZaacHZ2BqfTeeXGnTZ1e3t76PV6OD09nagC+Xw+LC8vs7xKt9s9kbREIhG0221UKhWcnJxgZ2fnwhyj8c/SbrdRLpfZMbOkDSyI0TWAQgwyw2izMmJgtLpNllpEZmzAFE1oebXoR3905L+o2kNVVantOAaDAatAi0QiUsOJ8yZF5Fydy+VgmiZrfClbjSK0Wi3k83k2MVFSbTwen9nFfVpomjbikH1ZqxByySZnbN4l+yZ0uycSRSoWr2r1er2R1iF8joeiKKwlyLw9n0jxDgaD0DQNlUoFlUoFmqahUCigUCggFAohFotNXSHkdruxubmJRqOBs7Mz9Ho95HI51gTWyr1NSdWBQIA1Y97b20MymUQsFhO6RhSqIvf7QqGAXq+HdDot1Eh2aWkJNpuNqUeGYQj1OwsEAjA/+lHkvF4sf/zjUH75l4fK0a/92qUu2U6nE5ubm6wXp0j4KhaLodfrMRKytbV15RxFitzBwQFrIzRpPo5EIuh0OiNEZxJpWV5eZs9zJpMZuZ8uy3FKpVJsU0Fu2tNiQYzmDL4abVYyQ60SZJyLxkZhNBnnA4YERtd1OJ1Oa+fUtKHDNXCfWmQYBqviSiQS0sJc1ARxMBjA5XIJGZKJghKt50WKqAKHSOg83bLHPZCuu+Sfh67rrNy82WxemGxqs9lYSwxSV266QSTlIVEIaxy6rrPnlZSwTqcDwzDYYkD3gs1mY/lCfr9/Lp+dSreXlpZQr9dRKpXQbrdZLpLX68XS0hL8fv9U7x0IBOD3+1Eul3F+fs4MB8PhMFKplKX7LhgMwuv14vT0lBGuVquFdDotpJKTeaPb7UY2m0W9XsfBwYFwyD0ajcJms7GGq+TDM4kcBYNB4F/+S5w6nVj56Eeh/MZvwHQ4oHzyk5ceQ/5DR0dHLJx4VRsmvj1Hq9XC0dHRxH5nVExB4S63232l0kTXj+5ZIi1XfX4+R4nuc8J4I2P+mLW1NZbXlM1mp05dWRCjOYMUGRmmjq1WC6Zpst3urJAdRiOrfADW3Zv/+I+BoyMgkbhPLaJmkg6HQ6pnERnEUfxcVk4M+Sy1Wi0mP8skRVTpQTunZDKJeDwuffEzDAOFQgHFYpGpMJFIBIlE4loVIr67Oz0DPKg3GJGh62imet0gssfvnPncqU6nw1QzXdfZ9QKGJIaIhqwQPIHCqKFQCJ1OB6VSCbVajbWv8Hg8SCQSUxEkSqgOhULI5/OoVCqoVqtoNBpYWVmxpHJTYi+18qBKONGkauCe7QhtePb397G5uSkUsqE8LKrWzGQywuTI+ImfwKnTifSHPwzlueeG7tgf/OClx/j9fma0WC6Xh2aSE/KHKOm51+shk8lMDMONew9NagQ7TlpyuRxWV1ev/OxOpxPpdBpHR0cjz/xVVXFOp3PE/NFqjh9hQYzmjHmE0WS165Bd3TZ1E1rTBH7lV4Z//+f/fEQt0nV9pKu9LPLS7/dHnLNl5sZQEikArK+vSzUe6/f7ODo6Qq/XY5ONLLWPB7ndUnIy+d9cV2NZalBKiywPp9PJWlrIXugfJvDhQZpfSEGi3nPtdhuapjFTRao+o5CYTMXP4/EgnU4jmUyiWCyiXC6j0+kwgkReNVZht9uxurqKSCTCQmKZTAb1et2SJxcRLT6pen9/nzlgi8Dn82F7e5s5T+/v7wtvfAKBADY2NljvSJFQFzDMn9H/6T/FWbmM1Cc/CfMnfxJKOg38wA9cekwoFIKmaSx/yOVyXTlP8NVdlDe2srJy5bgodEWNYHd2dq6cn3nSUqlU4PP5Jq4TgUAAS0tLI3PoZYoRwe/3s2R+muOt4maUjXyTQtM0lkQ56+JFSa8yzgWA7TRlnQ8Ak/JDoZC1CffFF4H//b8Bt3to6MihVCqx0Jys/B/eOVu2nTw1uwSGTWdlkVjgXl+hXq/HPExkkyLyQDo6OoKmaWynvb6+PndSZBgGarUajo6O8PLLLyOXyzFS5Ha7kUgksLu7i1u3bmFlZQXBYPCRJUWXgUxfl5aWsLW1hSeeeAIbGxssMZrmkWw2i5dffhn7+/soFotSq/McDgeWl5dx+/ZtlsvT6XRwcHCAw8NDS+aLPLxeL3Z2dlhlU61Ww927d0d6somAWnmQoWAmk2ENYUXgcrmwvb094h90UULwRfD7/azvGLUEEnnfWCwG5ad/GqUf/EEopgnzfe8D/uf/nHhMJBIBMOxGf1HvvPHPlU6nAYC1crkKpLSTKWY2m534Wfx+P/v+Tk9Phe6FRCLBPgcAIW8oCuNO62u0IEZzBH2BXq935tADJWDSjk/W2GSE+AAw11wAIzexEKjlx/vfD3DlnONqkazwSLVaZaX5Msv+W60WstksgKFNgUzC1Wq1cHBwgMFgALfbfV+lhgyQUzbdG7FYDLdu3ZLWj+8ykHr3yiuvMCNBYEiGUqkUbt++jd3dXSQSiUXrEIsgt+uVlRU89thjuHXrFpLJJLt3SB145ZVXcHh4KMXpmsATJHoWqLfZ6enpVE7FqqoimUyOEJOjoyNks1lL46akagoxFYtFZDIZ4XM4HA5sb2/D6/XCMAwcHh5OND4k8E1Za7WaEKEAgEQyic4v/RJzyDafegr4xjcufT3l9tAYj46OJoaWqE0LAGSz2YnEhZrvAsN5dRKZAoZzuc/nY95xIuaPm5ub7N+UbzrpmHQ6PXKcFSyI0Rwhs58ZPXRer1dKOElmdRsw/KyU/2QpdHR4CPyX/zL8+1jcvFwuwzCMkVDBrKCu2sDwAZWlggwGA2QyGZimyQzqZIHyNQzDgM/nE+qObQWUyE1W/ES8lpeX56rIkM3AnTt3WDmz3W5HPB7H7u4udnd3EY/HFw1lJcLlcmFpaQk7Ozu4ffs2WziBIWnJZDJ45ZVXkMvlJioMonA4HFhZWWEkGxgqq3fu3BFuuzEOUo+o8rVcLmN/f1+o/QRBURSkUimk02mm4IiQBwIVVZDyRAauIggEAoxQVCoVtgGcNN7V9XVUf/3X0X7d66BUqzDf8Q7gtc3YRaAkZnKUFnG6ppwwUeLi9/vZfCdy34wrTdSs+yrw8z9VQ06C3W6fOo1hQYzmBNkVZBRGkxGakT02YIYmtP/hPwxzjL7ne4DHH2e/NgyD9fiSmVh8fn4OXdfhcrmkOWePV7fJVKHa7TYODw8ZKdrY2JBKVnq9Hvb399m1jsVi2N7elq5GESiUc3BwgL29vRGPr/X1dTz22GPSc74WuBhOp5N937du3UI8Hofdbmcmjq+++irrri6j1cJFvc2y2SwODg6mCq+pqorl5WX2TFCPMquhtXA4PNImg5RZ0TGQYSspR6JtTUKhEKuEpQa0k6AoCtK3biH7W7+F3uYmlONjmO98J3BFeIlsPIj80bN+5Xuk0yMhskmIx+OWVCC73T5CDGkeuAz8utdut6US94uwIEZzQrPZlFZBRl2xATnEiK9uk7Eb55vQWlJ2BoMhMQLuq0Sr1WoYDAaw2+3S1CKqogDA+irJQLFYHKluk0VcOp0OI0Ver5dN3rJQq9VYlYjNZsPGxobU6zIOIkR82CEUCmFnZwdbW1tzD9ktcDlcLhdSqRQee+wxrK+vsw1Ts9nE0dERXn31VRSLRSlhNuptlkqloKoq2u32VL3NCIFAgIWWqfVOoVCwROb8fv9Ig1Ur6hOpMnxYTZToWe1DBgyVqvTrXofj3/otDKJRKF//OvCP/tFwg3kJvF4vUqkUAODs7GyissUTl2q1OpG0EZmi6ycS7hrPN7rqevPpI5qmsdwwWWHfcSyI0ZwgM4xGPg42m03KTpqvbpOxEPG5VJaI1p/+KXB6CsRiwFNPsV+bpsmk5Xg8Lm2hphAalS7LQKfTYZPAysqKNKWj1+vNjRSZpolCocAmFnL4nUd1GzAkpIeHhzg8PGS94mKxGG7fvo21tbW5qVPzhGEY0DSN+Qp1Op0RfyXedLLT6aDf72MwGNz4RrNk4rixsYFbt24hFotBVVWWB3bnzh2USqWZFyRqu8Hfd8VikRF1q6DO8VSgkc/ncXp6ammcHo+H9RmjvmOi5Ig2FkTODg8PhRPaU6kU6xIv2o3e7XYj+Z3fiaNf/3UYdjvwmc8Av/u7Vx4TjUbZJjOTyUwMGfLEJZvNThwXn29UKpWElLtEIgGPxwPDMK5MROfna1oLRQnYNFiU688BsivIeLVIBpGROTZghga5v/M7w58/9EMAp6q1221mPGk5kfsS0KIFgO2cZoVhGDg9PQUwJMCyqubIp4jyfWSGz0zTRC6XY35TsVhsYgPJaaHrOs7Pz0ekezKGfFBO2SLQdX2klxr9JOdpau0xLajNyHgDWYfDwRTmm1BtR6aniUQC1WqVVa/lcjnW98py6HwMTqcTGxsbqNfryGazzJ16eXnZ8rlVVcXq6io8Hg/rG6hpGtbX14WvJ1WcHR4ess2JaE4fkaODgwP0ej0cHx9ja2tLyCE7nU7j4OBA2AARGM457e/+buSffRbLn/gEzGefhfLmNwNPPHHp+6ysrDALh7Ozs4leQolEAs1mE51OB6enp9jc3LzyOwkEAohGoyiXyzg9PcWtW7euvPakst+9exftdhulUulCzyWeGJE559HREUqlktSNLmFBjOYAMllTVVWKhw0RIxnVaHzjTBlj6/f7LKZuSR0rlYDPf3749x/5kZH/okU7HA5LM56knUU0GpWWcF0sFlkYSqQHkgho10gl+TJJEe3KSOET7fptFdRqJpfLsVyN6/ZBEoFpmiP91OjvVqql+P5p9Hc6N+1+qd0HkSn6O2/nMQ673c5IEt8X7UE05rXZbKz0u1qt4vz8HJqmIZvNolgsIplMzhwGJXfqk5MTZifQarWwsrJi6f4nNdLpdLIeZ4eHh5YaQzscDtZao9/vM3IkcjzfIb7T6Qh7FY0bIIr4CAFDc9f9f/JP0Pzyl+F/6SWY/+AfQPnKV4bWJxfAZrMxElapVBAIBCa6VqfTady9exetVguVSmVitW0qlWKu9LlcjqlIl8HpdCKVSrF+an6//z7l3el0wm63s5Y4gUAAkUgElUoFp6en2N3dlbqZWBCjOUBmqMowDBYPlkGMSDXxer1SbqSpLQk++9lhjtHrXw88+ST7NbkcA5BW7k5Gd9S7SAa63S7zK7JiMjcJuVyOWQlsbGxIU1Yo94Kug2incKvQNA2np6fsPnM6ndL9nKYFmR+2Wi20Wq37Wg3wIBWH73LPN5e12+0jREgEfDNZvoksqVGkUpEyNRgMLuwk7vF4WLuP62zJoqoqotEowuEwyuUyCoUC+v0+62U1ayiZNgLFYhH5fB61Wg2dTseSOzUhEAhgc3MTR0dHzENpc3NT+HkickTqDzVlFZkzKcmcusqfn58LVanyTs/lchler3eiCq0oCtY2NnD4sY9h+13vgv3rXx+2VHruuUuP8fl8iMViKJVKyGaz8Hq9V95HLpcLyWSSmUVSm5nLQMrdwcEBqtUqMxO9CpFIBI1Ggxlf7uzs3Pds+f1+VKvVEeW/1Wqh3+8jm81ibW3tyvewggUxmgNkhqo6nQ5rECojUVqm+gTM4Oz96U8Pf773vSO/rlarME3z0p5R04AIzCzdv3mYpsm8RwKBgDSCUavVmFomM/eGLyXmq2hko16v4/T0FLqusxySpaWlB6JyEHRdR6PRQL1eR7PZvI8IqarKmrDSn3mFshRFYeRq0ph7vR4zYaUcJl3X2b+pXJm6lfv9fni93mtJXldVFfF4HJFIBMViEcVikSVQx+PxmRzqafPi8/mQyWSYu/T6+rplcu31erG1tXVfWEyUTLpcLkaOSP0h/6FJ8Pl8rJ9YoVCA1+sVWg/I6blQKDDSMmnedzqdSLzudTj56Eex+c/+GfCrvwq8/e3AO9956THJZBLNZhO9Xg9nZ2cTVZ1YLIZ6vc4qwjY2Nq58vc/nQzweR7FYRDabnehQT2G+u3fvotvtslAtj3FiROrX/v4+arUawuGwtPSQRfK1ZOi6zuRxGYsP7RhlTHqmaUolRlOX/efzwAsvDP/+nveM/NfUJpGXoN1uszHKChvRBEEGajIWI/IYAYbjlNWmhZrZEina2tqSTopM08TZ2dlIXtTu7i6SyeQDIUW6rqNcLuPw8BAvv/wyCx9S0mYoFMLKygp2d3fxxBNPYHt7GysrK4hGo9KU1FlAfdGoYerm5iYef/xx3L59G+vr64jH40xBIeXy4OAAL7/8MmuUeh1J3jabDclkErdv32b3a7FYZPkis4B8ivgyeBHvmnG43W5sb2+z0vPDw0NL/bMox09RFDQaDUvJvpFIhKneJycnwsnYfEKyiO8QMEw7UL//+1H6h/8QAGD+8A8DV7TDIFUHuGd4exWIuABgGw2Rz+FwODAYDHB+fj7x9Q6Hg+V/np+f35fsTfMWP1av18uq+qyafF6FBTGSDPrSZJXC88RoVpBkryiKlPMRc3e5XNY+62c+AxgG8O3fDmxvs1/TbpgqY2SAqtvC4bAUtcgwDFbdJst8kHyQDMOAx+ORZg5J5yUrgc3NTekVYJqm4eDggF1n8sW57lwi0zTRaDRwfHyMl19+GdlslllmuFwuxONxbG9v4/HHH8fa2hqi0ehD5aKtKAqcTieCwSBSqRR2d3fx2GOPsT5fNpsNuq6jUqmwlir03c+bJDkcDtY2xm63M5Vn2vJ7AoXWSJEl9cXq56GKNbvdziokrYzL6/UyElEsFid67vAgTy5d15kB7CRQqFtRFLRaLaYiT8Ly8jLOf+qn0Ll9G0qhMCxqueJzer1etgEVcd92u91sc5nL5SZeQ1VVGZkqlUpC/k7hcJj5IY2PiRTD8XuaCJimaUIETAQLYiQZMo0YTdOUSoyItMlK4pzaPftznxv+HGuCSGpRIBCQkjvR7/fZzkaWWlQul1kPMVn5SoVCgSk6IomaosjlcqjX66x7tsxmtsAwzEtNJ2ns8/RBugi6rqNQKOCVV17B0dERc2CnvIhbt27h1q1bSKVS1xZqui44HA5EIhGsra3h8ccfx+bmJqLRKDNprFarODw8HHEWnyeCwSBu3brF8mKKxaJlN+pxqKqKdDrNnt98Po98Pm+ZHFFYzGazscovK+cIh8NsDCcnJ8KWAvRckF+TiMM1jZf3HRK5hg6HA8mNDZz8m38D3eeD/qY3XeltBAxDajabDb1eb6LxIzBKQihF4Srwyd0i5IuUKUVR0Gw2R5QpWlMp1Eyw2WzMKJMKYmbFghhJhuwKMsrXkOGPIzOJm7cksEQCWy3gf/yP4d+///tHzjd12f8lIOnd5/NJuX6GYbDJYJY8Ch79fn8kiVtW+4tKpcJ2mul0WrpHEZk1ktv3zs7OXJK5LwMRojt37iCfz2MwGMBmsyEajWJnZwe7u7tYWlq6UVVw84SiKPD7/awn2tbWFqLRKFRVZaXZ1OpjFqIyCZT3QSXy5EY9qSP6VaDWHUQUisXiVMoAHxZrNpuWz5FMJpmaIdr8FbhnewAMQ0Sijs0U2qVQtQgikQjUb/kW3Pnv/x1nzzwDTAgL2+12plAXCoWJ5FlV1ZHvQSQ8SJulTqcjFIIjhRfAiOrIr1vjoT8+wVv0Wl2FBTGSiMFgwG56GeSDpEdZCg+dT0Y4pdfrTReWe+EFoNcDNjdHWoB0u13WJFfGIm6aJiNGsqrbKpUKdF1nO3UZyOVyME0TPp9Pmg9Sp9NhNv6JREI6YaGeUtSm5DpDZ+OESNd1OJ1OrK6u4rHHHsPKygo8Hs83lTJkFdRoemVlBY8//jhWVlbgcrlYm51XX31VyLBvFgSDwRE36sPDQyFF4irE43FGMAqFgrD6woOq5+gcIgs1Ydzd2Qqx4kNE9MyLvB+NtV6vC7liU96jHg6jUqkIqSeRSAQul2ukafdVCAaD8Hg8zCh2EhwOB8sDElX7lpaWYLfboWkam8f5DfhFRJsIHpmszoIFMZIIPlQlIxQkk8gYhsEeEplhOctNbf/bfxv+fMc7AG7xogkqEAhIC/ORiiCDaPFq0dLSkjTH8EajITWJm8whqWJOVriPUKvV2PnJIfk6kpVN00S5XMarr756HyG6devWcKf8AKvfbiqoxH53d5dVI/LXcp4EadyNOpfLCZOCyxCLxdgCeHZ2JtRfbBzjSdFWem5RQ1zgXghcBOMhItE8JbfbzcYqeu28Xi9TT0Q70ScSCQDDXKBJPl6k4AHD1AKR6xePx2Gz2dDv94WS6FVVZWOi/pb8unXRdXe5XOxanZ2dzXSfLWYSieDJggzIJEZ0LvJnmRVThdFME3j++eHfx0pJZbZQAe6F0cLhsJQFk+/dJkPZoZ0jMJzsZbUSyWaz0DSN2fPLVE4ajQYymQyAYbiTcifmDTLZy2azGAwG9xGiR1kdEgUpsVtbW6wykSdIxWJxLknaVP3EL7yilVaXIR6PMwXi5ORkqgq4VCol1IriIoRCoZGEcCshNdqoWElMp7B9t9sVJlREHhuNhpDSFAwGWWNfEdWIfLQACKlGNptthOiIfPZIJAKn08maGvNiw2Xkjb9WVtTAcSyIkUTIzuEhhUcmMZJxLj4p3NJnPT4GDg8Bux347u9mv6aeU4CcpHVd1xlxkxXy4ltoyCAD1K7AZrNJU3UajQabOGU2swWGoU6eFMkmXReBwqHkuks71d3d3QUhmgE+n48RJD6HhcwMZYMUCb4p6SzKEd0HtInKZDKW3MqBe41fKffFaphveXmZJS2LVo0BQ1JHJeyix/GFHqJVeS6Xi819IkSHV43K5bIQcaHX12o1oVyjSCTC3KtFCN64ksXPZ5d933a7nZHmWUK3C2IkCWS+BshrtWEYBhRFkZK/IZNkTZ0U/qUvDX++4Q0AR6iIxHg8HikhSPJxoZYKs4Iagcrq3WaaJstPWFpakkJgDMNgeUWxWExqBZqmaSM5Raurq3MnJVTeTI1AqdGtzKbCjzqIIK2srIx0uS+VSnNRj8LhMCNH5XJ5pnCHoihYXV2F0+lkbutWz+VwOFjOUj6ftxRStNvt94V6RMCHiESSnQmUSN/r9YSaswJgBKHRaAgR3kAgAKfTCcMwhMJdXq+X5RqJkDxVVdmYRBXKUCjEqiz5119FhKPRKBRFGfGws4rFDCMJ9AVQM8hZQUTG5XJJWYTofDKr2zwej7VF6sUXhz/f/OaRX8u0OABGm9rKuHb00AeDQSnEjVeLZCWG5/N5FkKjiVcGyCBS0zQ4nc5rCZ91u13cvXuXWQ0kk0lsbW09MhVm1wlFUVgOEp8cfHBwIGxIaAXhcJh5ApVKJaEwzGWw2WzM3qLRaEyVjH2Vb84kUN9FKgiw8p4UIhJVjfi5QlQ1crvdbE4VUU+ozxy9XuQ9qHpMVGXiCZ5oMjmNiSeuVxEjh8PBQp3TqkYLYiQJFKqStVOXSWT4xGsZ55s6LHcBMeLduGUQI8MwGNGSka9kGAYjWjJIjGmabAKX1S6j3++zCcBq081JKBQK6HQ6rHP4vHtztdtttig7HA5sb29LS3Zf4HI4nU5sbm6y0up2uz2zB9FliEQiI+Xrs1QQeTyekXNZHe94UrTIYs0fS7k8pVJJWP0ZDxGJkrF4PA5FUZiCLXoMMNyMiRAXysns9/vCuUkOhwO6rgvl9NhsNpajKUoKiUzxc8Ck0Cl9blF1bRxCs9xf//VfWz7xk08+ea0NDh80ZBoxAmDSpwwiQ5OFqqpS1KypiFG5DPzf/zv8+9/+2+zXvBu3jDBfu91mveVkXDvqr+VwOKR8t+12G71eD6qqSst/orCc3++X6lfU6XTYTphKvueJVqvFQnYej+daiNgC90C7c7/fj6OjI+Zgvbm5Ka04gBCLxVjPw0G1UAAAIABJREFUt5OTE+zu7k79XUciEdRqNbRaLZydnWF9fd3S8ZSPQ41xrWzQAoEAXC4Xer0eKpWKsJFsKBRCLpfDYDBAo9EQ2sTZ7XYEg0HUajVUq1Wh+cjn8zFDxkajMdG6w2azIRgMolqtolarTbwWiqIgHA6jUCiwfmWTQNe60WhA1/WJGzkak0iOEYH6Hk5LuoXuxNe//vVQFEWY2aqqijt37mCba/fwzQzTNKUmNwNyFSMiWTLCclMnhX/ta8Ofu7sAl2ws242bD8vJUBlILQoGg1LDctTGYVb0ej1WsiwzhGaaJuvdFgwG527e2Gw2cXR0xDydyCBwgeuHy+Uaab56cHCAjY0N6c7py8vL93VHn+YZI7sLCr+2223LY43H46hUKmi1WpaOJzKZzWZRKpUQi8WEPgPlKxaLRZTLZWF1OxwOo1aroVarIZVKTZwzFUVBKBRCsVhEtVoVeo7D4TCq1Srq9bqQk30oFEKhUECz2RQiOm63G06nE/1+H41GQ4hMjc+XIsn29LmngfBK9NWvfhUHBwcT/+zv70vfXdx0aJom1aHaMAym8sjYpfPESMa5TNOEqqrWXJq//vXhz9e/fuTXspU2mflKhmEwKVYGMeDlZllqESk61F1dFsha32azMd+WeaHdbjNS5Pf7r80baYHL4XA4sLW1NWLQKBq+EQXfAqder0/lSURwu93smZqm4s3pdLIF2qojdjgchs1mY6qMKGi8zWZTOATo9/tZMrLoe9HnIuIyCT6fj72HSDjN7XbD5XKNdC+4CkTWAAjbD5DyRRAlRuS3ZBVCxOitb30rMwib9GdzcxNvectbpDervMmQ7VDNh75khBJkEyM6l6XdHRGj171u5Ncyc7P4ykAZxKjdbsMwDNjtdin3M9/HS8b5dF1nE4tMI0c+mTSVSs01nMU31/T7/ayEeoEHD7vdjs3NTdbh/vj42HJZ/CR4PB6mdObz+ZmaziYSCcs5ODwoDNZsNi0lnvNhcSsNZl0uF5v3REkOTypEj+GJi0hoiW/iLfoeNCbR0BWdX7TJsaqqI2uEyH3odDqnzgsVmoFeeOEFS6Z2zz//PEuIexTAEyMZkBn6Au4RLRl9uPhqOUsgYvSt38p+ZZqm1FwqvjJQxmLO972T8T3QJCMrLFer1RjRkqkWUYWJy+WS1qbkMuRyOZZofV2GkQuIw2azYX19faay+EmIxWKWvX0uAl+NNM15+OfICsEBMEIkrJA7ygm0kgtDm75WqyX8XZDfnGhy+bSvpxzPSXC73bDZbCNpKJPAz3HzqJjksZiFJECmRxAgV+EBIDUsR+eyRGT6feD//b/h3znFaOqw3CWQXRl4k6vlALDQQzgclla1xfdLmnc1WLVaZZ+BelAtcPMwXhYv4nFjBaqqjhgYilZ3XQRSCGq12lTnsRriIZAHm2EYlirbeJIjSqiIhGiaJkwQpiU61BNzEqg/4WAwEAoL8j02Rb2G+PV1nn3+AMHkax6maeKP//iP8cILL1xo7f3Zz35W2uAeFshMlAbkEiNd19kEIaMijcZmicjs7wODwdDUkasYke3VJJMYGYYh1cmcJj5Z1XL9fp+NT6aqU61WWR+yeSZcDwYDZki5tLQk5RovMD94PB4kk0mcnZ0hl8tJ8/QiUCJyv99HtVpl3jXTjNPtdqPb7U51HqoW63Q66Pf7wvMctVypVCpoNBrC1aGknOi6jk6nI/QcUFip3W6j2WwKhYvGic6k785ut7Nqu3a7PXEzp6oqPB4P2u02Wq2W0Nrl9XpZyxKRaj5+3pSd7zYOy4rRs88+i6effhoHBwfw+/2sbwzfP+ZRwmAwYIxalsJDuwAZKgoxa5vNNvOO3DTN6dSng4Phz+3tkcaxMpUsQC5BpXPZ7XYp3wORGFnVcqQ+eb1eKYSXQAqOaHXNtODDdTKr6RaYH2KxGHM6nqXdwkUgo0kAM/W44nNwrCg3BD6f0KprMpEPK4s2r5zQnCMCGqNoCxe+R6boMTSPir7e6pjo9aLqDz/PzZsYWab8f/AHf4DPfvazeOdYE9BHFXQTOBwOaaEAmTlBRLJkLJ66rjOF0NL5iBhtbY38WiYxMgyDfVaZLVRkqYCyq+9khvkImqaxCUdWuO8iUFNI4F7C7AI3H4qiIB6PI5PJoFwuSzMoJQQCAZydnaHVagmVfV8GPmxkmqbl+8vr9bIEbitqLE8krLyvy+USbtvBH0PvZeUYTdPQ7/eFlCmr70HrlSjR4V9v9XuaJdwqAst3dSgUemT8iUQgOx/IMAymQMkgMzKJEZ3LbrdbmxAvIUZTheUuAZ3LZrNJkfhlEiPZPld8dYnMEBTt1D0ej1QVahzlchm6rsPlcs2VgC0gH7zT8Szl9RfB5XKxeXRWN2xFUaDr+lRNcadVjCglgLdbEQHNMVYUI6skhD/mOoiOCGiOMU1TKI+JT9uZpXpRBJaJ0S/8wi/gIx/5yNylrIcFsokRkQ9VVaUoUDJJFt3wls/Fh9I4zCNkeBPDcnxDYFnnI98smbYYtBjNOyROFUPU4mCBhwd87yrZxAiYrkprHNMk9vKwGkLi33daJQewRnL4Y0Qr0+ZNdOj1ognhiqKwtUTkGP5zzpsYWd5a/8AP/AD+8A//EIlEApubm/ctkn/5l38pbXAPA2SGvYBRVUbGokHESIaKMjXJOjkZ/lxbY7/idwk3TRnjzyeTtDmdTinfKU/GZYYyZLu3X4R+v8+u7UItejhB4dtutztVqOoq0II/azk2zQPT+C7RsYZhwDAMS88YbWathHroGCuLPb9pFv0OrL7PLK8XHRNdW5H34F8z7w2V5dXyh3/4h/G1r30N73vf+5BMJh/5HZ/MBRSQS2Rkn2/qc1GiJld5wE9YMpQxnlDOCtM05xKClHWPyCbjwHAip+9kns71tIP3eDyL8vyHFOMhI5k99KwoCFeB5oFpclF4IqTr+lTEyArJ4cmBKKHgXyNK3ug1ogoTvYfV19MxVoiRyHvcaGL0+c9/Hn/6p3+KN3Md0h9lTB1eugQyVRT+fDKJkeUF7QpiJFsZk0lkADnXTTaRkR02BO6FDmUWEVwEShqX3XdrgesDhYy63S663e6NJkbTKEaKorASel3XLc0pVhSQ8WMAcUKhKArrXyr6XnRe0dfzpEVkXPznECVrVsZ0ncTIsg6/trb2QCXw3/zN38TW1hbcbjfe8IY34Etf+tKVr//MZz6DJ598Ei6XC08++ST+5E/+RNpY+JvypipGtGOSsdjRuSyNbTAAyBCO8xS5ycoY/zllPIAy1Sz+fDITpOehQl31Po9Sy6BvRswSqroK4+qJjPNMA6tqyazHEaY5TrYT+U0F/13O2yHf8tk/8YlP4Kd/+qdxeHg4h+FcjU9/+tP48R//cfzsz/4s/uqv/grf9V3fhXe84x04Pj6+8PUvvfQS3vve9+Lpp5/G17/+dTz99NN4z3veg69+9atSxkM3pKqq0r4omURG9vmmOhfvkssZkdFNLuu6yTwfnUvWd8DfJzIg+9oB8sd4GeYx9gWuH1Ntkiyc12azzbQpmWXeM01z6uOnOY4P94k+FzxxFP0OrI6NXq+qqtB3wX8Oq+8h8nqeGM2zfyMwBTF63/vehxdeeAE7OzsIBAKIRqMjf+aJX/mVX8GP/MiP4JlnnsETTzyB5557Dmtra/jUpz514eufe+45fO/3fi8+9KEP4fHHH8eHPvQhvO1tb8Nzzz0nZTxTefpMgEwiM8sDfhGmWtTIWt/vB7ibWTb5mAcxuqlEZh7k4roIC03mj3pu4sMO2Rs42eedlRjRfXqdxMgKGZyGTE1LjOZFpABrSj9PjOadn2iZdskiFVbR7/fxta99DT/zMz8z8vu3v/3t+PKXv3zhMS+99BI++MEPjvzu+77v+678DL1eb6TU8ioXVquMXQQyQ0KypcepJhsq9RxL6OUfIhmYBzGStXjLJh3zIBfXRVgWxOjhB19ROk/FaBbMMj4+PGj1mZ2VGE1zjFUyNW9iJPp6qxt3Pu9MZl7bRbB81/zQD/3QPMYxEcViEbquI5lMjvye+vdchLOzM0uvB4CPfexj+MhHPiI0JlrwZE4O81jgZZ1vqnALEaOx3BXZC6TM8930xXvWPIaLMGtOhihoApSdm7LA9aHT6TAfLdk5aWQZMevCR8UE04yPN561MgeYpjmVaS3fPUEU0xT9WD3G6uutfg46v6IoQmsoT4zmnaMotMJZ7V3TaDSmGowIxm/USdnyVl//oQ99CLVajf3JZDKXvnZaufUqyCRG/AL/wAjDJcToJkM28ZBNOqbxSpkEWdVAkzCNy+8CNwvUeT4YDEoPvcpwdNd1nd1f01Q/TuvnRa1AVFW1RIxorFbebxoDWqvHWH09ESOr5xdtIs7PTTJbIV0Eobs6Eong/Pxc+KSrq6vY39+felAXIR6Pw2az3af2nJ+f36cKEVKplKXXA2BtCvg/l+GmE6MbEcKhsOScFSOZeBSJEe3YFsRogatgmiYjRrId0qnDPDAbMaJzOByOqfI/6XirpIqOc7vdlua16yA5hmFMTVxu2uuB+dt9CMWATNPE7/7u7wqztHlMrk6nE294wxvwhS98Ae9617vY77/whS/gqaeeuvCYN77xjfjCF74wkmf0Z3/2Z3jTm94kZUw3nRjNK1xlCbR4zzmpVyaZkU1kZJ9vFo+Wy8CXX1t1+7UCmgQ7nY501+QF5o96vY7BYABVVaXv2inS4HQ6ZwrRkeo0zeJpmuaICakVTKM0GYYxQqhEx2j1GCIVor0keSIlEtacZkzTfgZg/qE0IWK0vr6O3/md3xE+aSqVmksTyp/4iZ/A008/jW/7tm/DG9/4Rvz2b/82jo+P8WM/9mMAgPe///1YXV3Fxz72MQDAs88+i7e85S34+Mc/jqeeegqf+9zn8MUvfhEvvvii1HHd1OqgG6HK0EM11jvoJqsyshUZ2WEqq80gRWC322G32zEYDNBut+cmVXs8HvY+9Xp97n3ZFpAHwzCYAh+LxaTbRZReM4Kd5Z4wTZP1cJvGb6/ZbELXddhsNkuLr2maLOXEyrPTarVgmibsdrtwXlWv14OmaSM94SaBD1GKrAftdhuGYcBmswmNq9vtMpdwEaJjGAYzexVVB/m+d/P2WxMiRg/Cs+givPe970WpVMIv/uIvIpfL4Vu+5Vvw/PPPY2NjAwBwfHw88rC+6U1vwh/90R/h537u5/DhD38YOzs7+PSnP43v+I7vkDIe2YoRTxK+aXbS9JCMLeJW7eknQSaZ4RUZGaoGESMrTSKvwjzCUYqiwOfzoVarodVqzY0YKYqCSCSCQqGAUqm0IEYPEQqFAjRNg8PhwNLSktRzt9ttdDqdkSa106DRaGAwGMBms7GGtFZApCoUCll67judDlPSrIQBSSULBALC78eTHFFySu8j+lzTe4iOi84vOiaeEIoqRjwxEhFeBoMBC/taxXxdkuaAD3zgA/jABz5w4f/9+Z//+X2/e/e73413v/vdcxmLbFM82cRItmI0lcozQTG6ieEqXmrWdX3mqkOrXaongSYSTdPY7lYGeGI0T0SjURQKBbYYLlywbz56vR6KxSKAYURAdqi1UCgAAMLh8EzPW+U1Q9lwOGx5jIZhsAU+HA5bOpYW4EAgIPy+pmmOECNRWCU5g8GAha1E34eI0TREyur5RROveYVchBjV63Wcnp4KjWccC/tZCZhHDs9NVIymGhMRozF1Y14JyTLybvjyURlkhidGskJ9NDHwu6hZQZNgu92eaxK2w+FgSlEul3tkWho8rBgMBjg6OoJpmvD5fNJbQtXrdbZQxrl+ilbR7XYZaYhEIpaPr1QqMAwDDofDcp4QrzSJgp4zRVGECUi/32cbF9HvgUJ8brdbiFBQDzxAjBj1+302D4m8nk/gFyVStVptZG4XCaVNqxYBC2I0E266YiQ7j2cqlYdi4J0OcIFz6U3N46G4uow8HofDwYgW7dxmBU0oMq0xnE4ny1kol8vSznsRkskkVFVFu91muSUL3Dzouo7Dw0P0+304HA6k02mpmzZd15HNZgEMSdEs/kWU/xQMBi1VeAHDOY0UsXg8bukzVqtV1mzWivJD970VdYsUMa/XK5xnQ8+yqApG7xEIBITUOyKFPp9PaEzNZtNSuNM0TVQqlZG5fRLB4wnkNFgQIwm4ieoOIH9cU6k8lC9gGCN902RXVt1kYsQnScoiRrQzazQaUhUXautTqVTmquQ4nU6kUikAQD6fl5pIvoAcGIaB4+NjdLtd2Gw2bG5uSi+qOTs7w2AwgNPpRCKRmPo8zWaTqU5X2bFchlqtBk3TYLfbLalNfNJ4LBYTnnM1TWNKjmhOFREEAMLttzqdDrrdLhRFESJGvPolch34MYleN3p9KBQSIoTdbhe9Xm9krZh0H9JnmDZMvyBGM2Ce5fDzaPcwK6YiRk4nQJLvazsyYFQxkjE+2qncRGIE3HtAZYW+KDavaZrUJOxgMMiqxmaRokUQiUTg8/lgmiZOTk7m7rq9gDh0Xcfx8TFarRZUVcXm5qb0Ngz1ep0tkqurq1Mr76ZpMrUoGo1aHqdhGCzHKR6PWxpHs9lEr9eDqqqWCBWpOF6vV1jd4hPLRcNodH3puRZ5D8qrFFFzms0mNE0THtNgMLAc7qRrxa8TVylTfGWi1VwxgvAd8La3vQ2f/exnL/3/YrGI7e3tqQbxsOOmK0YPvPKLKlhem3yAe4oR3y9nFvB5PDI+L01W7XZbyvmoUqXZbEohALyPDE0CMqCqKtuN5vP5uZIVRVHYgtjpdJDJZBb5RjcA/X4f+/v7aDabUBQF6+vr0hPku90uTk5OAAwVk1kMHc/Pz9HtdqGq6lSqU7FYRL/fh91ut9QInSdkkUhEuAhiMBiMqEyi70Umy5FIRIi8aZpmSc0xTZMRxEgkIrSu8UnzImMqFoswTRMej0fonhoMBhfOb1cpRo1GA/1+H6qqTl31KkyMXnjhBbznPe/Bz//8z1/4/7qu4+joaKpBLDAEfyPeRKPCqYkRJVRyxEhVVXY+GSoP9TUyDEPK+TweDxRFga7rUhKwyb+H9++YFXzYSyaBicfjsNvt0DSN5V3MC06nExsbG1AUBY1GA8fHxwvl6AGi0Whgb28PvV4Pdrsd29vb0q0bNE3D0dERDMOAz+ebKvRFaLVabHFeXV21XNHW6/XY8Var7SqVCnq9Hmw2myX7gkKhAMMw4Ha7hZWfRqPByJ9ogjqREK/XK0Q8m80mew8RwtZqtdBut6EoitCYdF1n6o/o9SqVSoxI8fPCZcSIJ3ezeG1ZOupTn/oUfvVXfxXvete7WDx3gZsL3itIBtGaOi+IJr6x9iwyw1+KojAJXUZoSVVVtqORQWQURWGToKyEab/fD4fDMZIXIAOqqrL8H/KumSd8Ph/W19cZOcpkMgtydM0wTRP5fB5HR0fQdR0ejwfb29vSlSLaQGuaBqfTibW1takXr8FgwHpZhsNhy+qAaZrIZrOs2s7K8bquI5/PAwASiYQwIev3+4wcpFIpIVWGvhtguNiLNlzlScik9+EVqWg0KvQevIIlkntWKpVgGAZcLpdQmE7XdaasLS0tjWxQL3s/WX5Ylu7Ip556Ci+99BK+8Y1v4I1vfKP0fmiPOmQrRrLPN7VitLU1/HlwMPJr2caHMokRcK+lgCyFhyaDer0u7fsl1Yh2VrIQCoXg9XpHFo95IhAIjJCjg4MDaffFAlej0+lgf3+f7bSj0Si2trakuwsPBgMcHh6OJHNP61lEeWmUuL28vGz5HKVSCa1Wi4V0raREnJ2dQdd1uFwuS+G3s7MzRsRElbhqtcrymEQX+0KhwJQWkfdpNBqMUIioP61Wi82LomoRT3JErvU4kaINmt1uv/D48XDjLH5Ylqn6E088gb/4i7/A2toavv3bvx1f/OIXp37zBUYxr1AaINcR2rKCQLlnY0RatvGh7ARnIjLNZlPK9+H3+0faYchANBqFzWZDr9eTqhopioKVlRVGVK6jpD4QCGBjY4PlHO3t7S2U6TlC13Xkcjns7e2h0+lAVVWsrq5iZWVFuoGjpmk4ODhAp9NhpGha4mWaJk5PT1kO1NrammWT01arxfKDUqmUpbHwSeP0jIigVqux554U2UnQdZ2Nc2lpSWix73Q6TC1KJpMTxzfe6mXSe5imiVwuB2BIQESu3fn5OSOSIsrcYDBgYXwiUrTuXKYWNZtNRnRn8cMCpqxKC4VC+PznP48f/dEfxTvf+U588pOfnGkQDztk+wTJOqeiKFL9gqYuiSfFaIwYyW5twZfEy7h+Xq8XNpsNuq5LIVvUDgOQ5xPE5zfITpZ2u91sJ352dibVTPIy+P1+7O7uwu12Mw+dXC63CK1JhGmaKJfLuHPnDiO8wWAQt27dmsoYcRJ6vR729/dZ3tLW1tZMIbpCocA2AWtra5bPxYfgQqGQJcVnMBgwN+V4PC6cNE4kFBgu9KJjzufzjFCIqEU8aQmFQkJqUalUYsnnIrk/lUqF5SKJ5If1ej3L4cPz83MYhgGPx8OIFG2gLyJifLgxGo3OrHYKE6PxD6MoCn7pl34Jv//7v48Pf/jDeOaZZ2YayMOIeRgo3uRWGXwHdksgxWgslDaPknhKmJblP8SHv2SAFp5WqyXtc0ejUTgcjpFdlixEIhE2MR0fH8893wgYTnzb29vsWpVKJezt7c29Vck3O6gFxd7eHrLZLFtwNzY2sL6+PpfG3+12G/v7+yynaHt727L5Io9yuczCJSsrK5ZduE3TRCaTwWAwgMvlsqT4kFKl6zrcbrelCjjer0k08bjdbjNCsby8LKTi1Wo1lhAtokppmsZCqMlkcqLypus6u/6iuVX5fB6macLv9wvlFnW73QuJ1FWKUbVaZWRNRh8/YWJ02eL/3ve+Fy+++CL+5m/+ZubBPKyQmX9xk1tl0A2p67o1BWprC1AUoFoFXmP1wD1ipOu6tARs2XlBNPHWajVpfks0ORS4Kr1ZwO/cCoWCVLNECqm5XC4MBgMcHBxcCzmisM76+jrsdjt6vR4ODg5wfHy8MIO0CMMwUKlUsLe3h6OjI7aALC8vY3d3d6pmq5NgmiaKxSL29/cZkZg1b6lYLI64ZFtRemhMp6enzJvJagiuUCig0WhAURSk02nhcGOtVrPs12QYBrMzCIfDQsrPYDAYUaUmEV3KHyRlRsTzJ5/PM4Incv0bjYal8CGveAUCgRFF7jJixCfCi4YbJ8FSuf5lF+L1r389vva1r+H3fu/3Zh7QwwTZ6g4gnxjRTSIjlGaz2dhEYikvyOsFdneHf//rv2a/VlWVkSPZjtCyclP8fj9sNhsGg4G0c9KOhpIqZSAUCo2YJcok6zabDRsbG3A4HOj3+zg8PJTmWD4JwWAQu7u7TD2q1+t49dVXcXJysiBIEzAYDJDP5/HKK6/g9PSUOSDHYjHcvn3bklOz1fc9Pj4eadGxtbU1tSJFYRI+D8ZqiT95DlEILp1OW1Ku6vU6U0qWl5eFj+31elOF3nK5HAtviRIKXs0SybGp1WqM6IkoZ81mkyk5InlofLuXWCwmdM2q1SrLExpPqL8slMaTtVkq0XgIE6O3vvWtVzKxWCyG97///VIG9bBBJjGS3UNMduuNqROmX/e64c+vf33k1xRrl91DTKaRIu2kKlxLk1ng9XrZOGmynRXjZomyQ2pOp5NVEZF6c13kyG63Y3V1Fbu7uyOmlq+++ioymYxU5++HHaZpotlsIpPJ4JVXXkGhUGBOxslkEo8//jiWl5el7KovQrvdxt7e3siCO01yNIEIDamriURCOE+FR6FQYPlUq6urlkJwnU6HqTfRaFRYqaKWKoZhwOv1CpM5Prk7nU4L9yuzomZpmmYp58kwDEZyIpGIkIJ1fn4OTdPgcDiEPvtgMGDkN5FI3EeALlKM+ERzmUUDi5YgM2AeitFNJ0ZT5wV967cOf86ZGLlcLtjtdpimKS2cxqsVssJIlJ9Qq9WkfXa+bPn8/FzaeQkulwtbW1uMHFFz0euC2+3G5uYmtre3GbGs1Wq4e/cuDg8PWTPPRw2maaLT6eDs7Ax37tzB4eEhC/16PB6sra3hsccew9LS0tQEZRKoemo8nygajU6tSlE4iQjN8vIyEomE5fMVi0W2AUmlUpYSzDVNY+TG5/MJ2wKQgkMJ52tra0Lj7vf7IwqTCAHp9XqM5CQSiYnKDIXQSF0SycnJ5/OWFKxWqzVCREUISy6XY3lvFyle48SIrjEgnmguivlsGx4R0I0uczKeFzGStaATi7dMjC5RjCgniFpvzCrtk5FiuVxGrVaTkj/hdrvh9XpZJ3jRUturQNUWtVoN2WwW29vbUsIa4XCYxfWPjo6ws7MjNamWyNHBwQG63S729vawtrYm3R35Kni9XmxsbKDT6aBQKKBer7MmovT900Qpu+z8psAwDPaZG43GyPNNKmckEpFu0HgR6vU6crkcG0MoFMLKyspMJKzf77MGtsBwcbVaMUcuyESKlpaWLJVxk+8SET3y2RJBoVBgvQbT6bTQM0gKExlsiiR3G4bBDFG9Xq/Q5yuVSiPq0qTPVK/XR0iOSIK21fyoWq3GrtdlnlLjobRCocDy5WTMyTwWxGgGPAzESHbXedqNWCZGf+tvDX9+4xtAswm89rC43W6oqgrDMNDpdBhRmgWhUAjlchn1eh2GYUhZHOPxOI6Pj1Eul6XtvFOpFDNWK5fLUuLjFFLr9Xro9Xo4OjrC1taWVKXA5XJhe3ubLVyHh4dIpVJzy1m5DB6PB+vr68zDqVarod/vs0mW+skFAgHmEv6wwjRNdLtdtFot5tcy3nQ6EAggFAohEAhcCyHs9/vI5XLMyd3hcGBlZWXmzUij0cDJyQl0XYfNZpuKeFNeEoWUE4mEpWolsoro9XpwOBzY3NwUfoaq1epI5ZzI2En9IPNLEUe7JL13AAAgAElEQVRwUn74YyY9f+12m4WrRHKlNE1jqkwsFhP6brPZLAuhiShsmqaxMN3S0tKlawCvGHU6nZFrLPvZXhCjGTAPYiQ79DVPYmRJ4UmngfV14PgY+MpXgO/5HgDDa+jz+dBoNNBqtaQQI6/XC4fDAU3T0Gg0pm4kyCMQCMDlcjFPDhkloRR7z+VyyOfzCAaDUh5wSpbe29tjzTqt7HZFQKGSbDaLarWKs7MzdDqdmbqkTwuXy4VkMolEIoFOp8OIERlpUlWM2+2G3++H1+uFx+O50URpMBig2+2i0+mg3W6j1WrdF7J3OBwIBAKseue6rruu6ygWi6wXFxnqLS0tzTSGcYWHiK/V74lIBiVap1IpS0oRtS3hHbpFq+mazeZIKEw0H6lYLDLFZH19Xej9KpXKiJ/TpOs07t80SYEjawMKuYnkCdEGhcY0iUxSscgklUzXdXb/OxwOpkiROiwbC2I0Ax4mxWgwGEgJVTkcDqbw9Ho9a54kb34z8J/+E/Dii4wYAWDEqNlsSiEciqIgFAqhWCyiWq1KeXBo8j89PUWxWGSO07MiGo2iWq2i0+kgm81KIzDUnPXg4ACNRgOnp6eW2x5MApXUezwe5HI5li+1uro6U7f0aUF2DV6vF6lUCp1Oh91XnU4H3W53JFHbbrfD7XbD5XLB7XbD6XTC5XLBZrNdi/JlmiY0TUO/32d/aIwXbYxUVYXP52PtJFwu17UqdIZhoFwus4RuACzvZhZvIuBebg3lBUajUctNXYF7iz+dZ2VlxVJZP5GidrsNVVWxtbXF8ionod1u4/j4GKZpIhgMCidb12o1Vm6+srIi9Oy0Wi2WV5RMJieqUkRyKCwoUoWWz+fZdRBRsHq9HlN+EomE0Ca3WCyyKrSrwnrjG3vK3bLiQ2UFC2I0Ax4GxYj6ytAkPKsjqKIocLvdrFmfpQnxu77rHjHiQA91u91m8vmsCIfDKBaLaDQa6Pf7Uvo+hcNhFAoF9Pt9FIvFmbqCE6hyZ39/n7XemNXOnuD1epFOp5HJZNjOUjY5ovJvt9uNTCaDfr+Pg4MDhMNhpFKpuVU/iYyLSFIymWR2C9QRvNfrsd+N2zCoqgqHwwG73c5+2u122Gw2qKoKVVUZebroWhqGcd+fwWBw3x9N0660VXA4HPB4PKw7utvtvlYiRCAfpEKhwOYlp9OJVCqFQCAw05hM00SlUsHZ2RkMw2DPwzQO3N1uF8fHx+j3+6xViJXqM03TWPhMVVVsbm4Kz2+dTgeHh4csSVskdwcYKkxWK956vd4IAROZL3K5HCMg6+vrE+fYWq3GwpDkY3YVdF0fqcAT2eA2m01GCJeXl698D54Y0TOzuro6t/llQYxmAN34MsuWZRMjRVHgdDpZzokMguDxeBgxsjSBvfnNw58vvQRoGvCamuVyueB0OtHv99FsNqUoPHzCdKVSkUZikskkMpkMU41khGM8Hg9SqRRyuRzOzs7Ygi4DdC2JHJmmKTxpW4HP58OtW7dwdnbGJP5Go4FUKoVwOPxAFnQedrsd4XCYWS8YhsHUmW63i16vh36/D03TmBp6HT5JiqLA4XDA6XQyxcrtdsPtds+tgkwUuq6jXC6jWCyyzZ/D4UAikZDynY6rRF6vF6urq8IKDY96vY6TkxMYhgGHw4H19XVLiedUZalpGux2+9SkyOv1Yn19XUjp6nQ6IwRHJB9nMBjg6OiIhZ5EnuVyucxK2tfW1iZ+Lt6eIB6PTzR+HK/AE1G9NU0bSdCetI7wxIhal8zDmJS9x9zO/E0Kih8DwOc+9zl89KMfvdHECAAjRrJKq71eL0qlkvXeWU8+CSwtAYUC8OUvA299K4B7iaNULSErZhyLxRgxmjX/gRAMBhnhyufzSKfTEkY63C22Wi3U63VkMhns7OxI2w3x5KhWq8EwDCFp3CpsNhurHqKJ8vT0FJVKBalUShrZkwFVVS8koIZhMII0ru5cpARdpPiQqsT/sdlsI+oTqVEOh+OBk8ZxaJqGUqmEcrk8ktextLSEcDg8831Dvdqotx9tOKZJ3qeO6uRzRMTEyrPT6XRwdHTETAKt5BRR8QERlY2NDSFCS0TMisJEVWv9fp+Rv0nfRbPZHAlvTVLQyJyTWniIbCipMpTUKJEmtFbbsvAhcNF2LKZpTm2lsyBGFnHRRDiPUBolm8lYvObVxb7b7Vobo6oCf+fvAL//+8DzzzNiBGCEGMnIhQKGJIa62ddqNSkNMqkH0f7+PqrVKiKRiJR8Gqom63a76Pf7yGQyrNO8DIRCISiKgkwmg0ajgf39feZmLRterxe7u7vMP4b6Zfn9fuHcgwcFVVWZYvMogfqoVSoVVmUGDNXcpaUldv/MCsqNoYVuFpWo3+/j5OSEbdCi0SiWl5ctjZNXmtxut6Vnot1uj6g3opVrZJBKSc0iBIfIBOX8iIyTQovA8PmfFN4yDANHR0cs5UKkym3cEXzSs02VdPQ5rHx2QjAYFPqOC4XCiJBhBd+cJh9zxEVsmHaPMsAnfj5wU8ZLQDtfANZVo3e8Y/jz+edHfu3z+WC326HrurTWG5T/AgwfElltMrxeLyNZp6enUr97miharRZOT0+ltvYIBoNs8iYPIsvfnyAURcHS0hJu3brFpPhms4n9/X0cHh4uGsLeEPT7fZyfn+OVV17B8fExI0WkvOzu7koLmx0fHzP/K+rVZiW5mQcZe9ICm06nLTeEPT8/HzFvtNK2pNFoMHIzDSkitUTkOKrcIu+hjY2NicSdWvdQeG9SbiG9R6fTYVWtk8bVbrcZYRHNjyqVSiOu3iLffbFYZKFAAELHNBoNnJ+fT73mLRQji+CNpN797nezxGaSYWeFoiiw2+3QNE1KsjQgnxhRiX2tVkOr1bLmMfL2tw+Vo//zf4BMBlhbY+cMhUIolUqoVqvS4sfRaBTFYhH9fh/1el1amI48iGhhkWUw5na7sba2hqOjI9RqNTidTin5UQSfz4ednR3mQXRwcIDl5WVEIpG5hHScTifS6TSWlpZQKBRQrVZZwrPH40E8HhfeAS4gB7quo1aroVqtjhBjm82GcDiMaDQ6FVm57L340n5g+EyKdma/6Hy5XI4VE5Czt5V5Utd1nJ6eMhuHWCxmqc1IpVJhSoTf7xfOKRonReQifxWoqSpfyj9JoSZjSnqfSeOjtit8OGzS909El0JuIvlRjUaDeSilUimhxPh6vY58Pj+SYzTpu+71eoywTRslWChGM2IeOUF8ib0M0E2uaZq0sB89nJZ3/rEY8J3fOfz7f/2vI/9FpKVer0sbp81mY6rR+fm5NAXGZrNhZWUFwHBHI1N5CQQC7NyFQmEufc+2trYQDAaZtE1eIvOCy+VCOp3G7du3GQnrdDqsp9f5+fm1thd51KDrOqrVKo6Pj/Hyyy+zcAYAluPy2GOPTawOEoVhGCgWi7hz5w5Ta71eL3Z2drCysjIVKWo0Grh79y4jRUtLS9je3rZEioicEAlYXV0VDr+RzxLfhkI03E2bEKuk6OzsbCRxetKGkewGKA+J+htehVKpxJyt0+n0ROJF70GfRSTk1u12GVkJh8NCZrbkwQZgZExXqXrj1XHTbioXitGMIHVnHsRIlikjJXsOBgP0ej0pOR50o3Y6Hesl9n//7w+Trz/9aeADH2C/9ng8rDqtXq9LyQkChjvCYrGIXq+HWq02scpCFGQuVqvVkMlksLu7K62SKBqNYjAY4Pz8HGdnZzBNU4rHE4GccovFIvL5PFP/VldX51rt4XQ6sbq6ikQiwapl6HOen5/D6/UiFAohFAo9sFL/bxb0+33WHmZ8A+NyuRAOhxEKhaSo0oTLSvuTyeTUyuBgMBhRTegesprbV61Wkc1mYRgGq54SnQsNw0Aul2NhICsqE5+LZJUUEWFZWVmZqHZTjhAfDpsUGiyXyyMqjuh7UAWaSMhtPKwnEvIk6wQKc/Jz9mWfyTRNHB8fj/Snm7Zf5GLmmRFkTy6LxNA5AXnECBiGaJrNJrrdrhRixJfYt1otS34heM97gJ/6KeBLXwJOToau2BiG0yKRCPL5PMrlsjRiZLPZsLS0hHw+zxymZSU1r6ysoN1uM+t80WaRIlhaWmK71Hw+D9M0haoxREF5QD6fDycnJ+j3+zg6OkIkEkEqlZpruTi5fi8tLbFu4uQx1G63kcvl4Pf7WYuLBUmaDF3X0W63WahyPHTucrlY2xDZnki6rqNSqaBYLDJCRJVs04ZpTdNkruqkZsZiMSSTSUvP73j4zev1CjlFE6hSixS25eVl4fY9jUaDhZyoak2EFGWzWUbCREwqibBQzpWI3QD1aQSGZfmT/JAuSgCfRKrH1SWRsONFihT5HQEXh9LomrVarZHk9AUxekCYZyhNZmiBiJHMjut+vx/lchmNRsMaMVpbG3oavfgi8J//M/DBD7L/ikQirDN8p9OR1gQzFouhXC6zUmRZ6gspLyTPy+p5BtzzTVIUhSkqRI5kLmpURZbP51lyZKPRwPLy8tzzf6jhaTgcZkphtVpFt9sdMV/0eDys/cWDMjq8aTAMg7ULabVa6HQ694WKvV4vgsEga2kjG4PBgJX2815Hs5b2kxM8zVdut5u5rFs9DxmPAvd6poneP+Q1pGkac4AWVVSnyUUab2ci0jyXyviJFGxubk68TtSPDhjOuZNCTkQ8+ATwSe9xkbokWspP7VjoGF4kuIjQFovFkaTuWdeNBTGaEbK71wP3GLHMc/Il9rIQCARQLpfRbDatl9j/4A8OidEf/uEIMbLb7QgGg6jVaiiXy1hdXZUyVlVVkUwmcXJygkKhgHA4LK1UnWLZZ2dnODs7g9vtltoSI5FIQFVVnJ2dsRCFbCt8qhIKBALIZrPMMkBWywcROJ1OtnOlsGe9Xmc9w6hxpM1mYx5E1PfsuvuzXTdM00Sv12PXod1uX/gsOxwO+P1+9mdeqh81PibTUGD4/VFp/7Tfx2AwQD6fZ4ucqqpIJBKWPY5IaaX8JgqtWHkuK5UKstksTNNkLXZEyOW4t1I4HBZynDcMA6enpyxkmE6nJ4b9DcNAJpNBs9lkidOTIgLNZpOpWKFQaOJcQmE9+k5EriNVuVlRl4gU0mfh/aR4kWD8PNVqdcRB29Im/RIsiNGMmEfYi78ZZHn60MJm2XvoCvh8PiiKAk3T0O12rbH0d78bePZZ4H/9L+Ab3xiaP76GaDTKqmaSyaRUo8NSqYROp4NcLof19XUp5wXumUnW63UcHx9je3tb6g49Ho9DURSW59Dr9Swb2YnA7/djd3eXJX23Wi3cvXsXkUgEiUTi2hqvulwuJBIJJBIJ1gyYGg3rus7+DdxrU+PxeJgHkdvtfijJElW4kvM27859UeGA3W5n/dN8Ph+cTufc1DTDMJgqyhcbuN1uLC0tzaQuGoaBUqmEQqHA7C9CoRBSqZTle67T6bBO9cAwF9BKwvd4PpHf7xdqiErH8uQmHo8z1fcq6LrOCA4wJB+i+T7U6mNjY2NihXCr1cLR0RFM00QgEBAyljw/Px/JdZpEPIjg8FVuImtDPp8faYrLH8OHhfl5lW/aG4vFpKn1C2I0I+ah7tBEQD2WZCxGTqcTNpsNuq5LyzNSVRWBQIB1MLdEjJJJ4O/9PeBP/gT47d8GnnuO/RepAJ1OB6VSSVq5OvVh2tvbQ71eR6PRkJZoTE0QDw4OmJPu9va2VOISi8VYZ+l2u429vT0hTxOrIHUtEomwMl5q8xGNRhGPx6+1M73D4WA+KdTKg3KRiCiRksKDWmzwP51OJ+x2+wMlTfRcjzeQ7ff76PV6l/pikfkk9U+jYoV5o9froVKpoFKpjFQuBoNBxGIxeL3eqQkR9Uo7Pz9n6QjUIseq6moYBlOJgGGY22pLGir1JlJlJfSmaRqOj4/ZfSjawJbK67vdLiMSotVnvCIz6Xq1Wi0cHh6yEnuRfEj+ei4vL0/8PKQu8QRHxM6Fr75dXV29j3yNO18Doy1ViETLwoIYzQheMZKl7lATS5o4ZSxCiqLA4/GwPCNZ7sPBYJARI8sE5h//4yEx+o//EfjYx4DXiBV1ss9kMiiXy9LaeQBg3jnFYhHZbFZqJRlNUHt7eyyReWtrS+oiHAwGsb29zRxq9/f3kU6npcjH43A6nVhfX0er1WKdtimfJBaLIR6PX3tS9HgrD9M00e/30el0mLJClZJENi4Cteggs1KbzTbyR1VVKIoy8vMimKbJWg/QT8MwoOv6yB++tYiILcJ43zS32z1XNWgcuq4zQsyrQ3a7HdFoFJFIZKZ5yTRN5lFD3xEl5E/jst1ut1kbGgCs95joGCnRO5fLwTAM2Gw2pNNp4Y1Tu93G8fExBoMByzsUIQS9Xo+V11NOzaS5Wdd1HB4eotPpsJyiScfwSpHP5xPKdyqVSixERS1bJqFQKDB16SKCcxEqlcrI+1yUUzWuGI23VJHdHHtBjGYELQwkgcvaSbtcLmiahl6vJy1fxev1otlsot1uS5Mcqbs2yf6W1Ivv/V5gYwM4OgI+8xngfe9j/xUMBhk5LJfL0jrOA8NdYK1Wg6ZpyOfzzDNIBijJcH9/nyV+yu5L5na7sbOzg0wmg1arhePj46mqdURBrsBEkDqdDorFIkqlEkKhEGKxmLQkeatQFAUul2tEXufDUaTC0E/awBBhkZlzZ3Xc1Dx2vIms0+l8IIqWYRhoNpsst4sP3fn9fkQikZmT8U3TRK1WQ6FQYIudzWZDIpFAJBKx/LnHc5LIX8yKkauu68hmsyz8Rb5OonN5uVxGLpeDaZqs8kokjE7Prq7rzHNo0nFUxt7r9WCz2YQSrSmniEiEiPcSfSZgWB0rUqxCLYAAMNPYSajVaiwUFo/HL30f/jl1OBysP51oSxWrWBCjGcGrO5qmSSVGF5XczgLaVbRaLWnqls1mg9/vR6PRQLVatSZn2mzAM88AH/4w8Bu/MUKMFEVBIpHA6ekpCoUCIpGIVGVndXUVh4eHKJfLrNpJFqjn0uHhIav+kFnGD4B1ACevk1KphGazKaUi4yIoigK/3w+fz4dms8kqB6vVKqrVKrxeL2Kx2I1wsSbScdGzSKSIvMfoJ6/ukOIzrgRd9l7jyhI1jeX/8I1jSaF60NcJGCVDjUZj5HM6nU7W+XzWeY0UmUKhwBQiVVWZ8mj12R5vRAsMk5xTqZQlFbPRaOD09JSF8ayEzsZzkShnR+SzVKtV1vLH4/FgfX194jUmlUTTNPb8T9qI8nYBopVx5XJ5pIxfxCKkVCoxPyRKlp8EvjIuHA5fGXHg18FGo8G6Qog27bWKBTGSAKfTydQdWSEqPllaFigXYDAYoN/vS0sODofDjBiJJBqO4JlngH/1r4CvfGVo+vimN42clyZSCqnJgt/vRywWQ6lUwsnJCXZ3d6XmzZBcfXx8zBKyZStHiqJgeXkZfr+fhRH29vYslyRbfc9AIAC/389ywGq1Gsv5sdvtbDGdR3n4rKCWO4+yLxIlr9frdTSbzREyZLfbmcGmx+OZ+R4iw8discjyMMmNPhaLTbWojTeidbvdWFlZsTT36ro+UmlFrWtEzzFtLtJ4xVogEBCaF3iTSKfTOVKxdRnq9ToymQxLtBZ5H54UkQo96TONq0siRIrUMsoPmhQK49dBVVUZMZxXruOjOztIhNPpRKvVkuo7RIuKTGKkqio8Hg9LWpW1cAUCAaiqisFgYL13WioFPP008O//PfDLvzzMOXoNpBpRiX00GpW6O0gmk2i1Wuh2uzg9PcXGxoZUMhEIBBg5ajQacwmr0fvs7u4im82ybtfNZhMrKytzK7NXFIXl+qRSqREXa+qN5fV6EQ6HEQwGH2ki8qBBpf7NZpNV9vEgi4xQKDRTIjUPCoHz/kZ2ux2xWGzq57jX6yGfz7MeZzabjeWkWBkzVTIRUbMahqbwD+UiieYTjfdoE61Ym8YkslqtMjUmGAwinU4L5RQRwRF19iZLA/o8IqSISJ6Vyrjx5GsRYjgLFrOVBFzktTAraEEj2V8WM/b5fIwYiVRMiEBVVYRCIVa5YokYAcBP/uSQGH3uc8CdO8Dt2+y/QqEQy0coFApSKw+oK/fe3h4LD8ls2ArcT44ODw/nIv+STwslkLbbbdy9exexWAyJROLaXKwbjQYqlQrLZWu328hms/D5fMxo8DoqqR51aJqGZrOJVquFZrN5nwGty+Vi34cMZQgYEjBeRSQ4HA7E4/GpcogAsJYxfId1MiW0QrgHg8FIxZTD4cDq6qrwfDUeOrPioN3r9Vi7CqqOFcnB4cmKqG1AsVhkYS1RDyX+GCukiC+VFyF5nU5nJGlaJMXAMIwR5+t0Oi204SOvrWmwIEYSILt7PTBctCn7vtPpSCNGfr8fhUJhOlPGKxCNRlGpVFCv1zEYDKwpBE88AfzdvztsKvtv/+2wfP81KIqCVCqFo6MjlEol6SEakuEpl8nj8Uiv8AoEAtjc3GTltfv7+3ORgamlis/nQy6XQ6PRYItUMpm0VLY8DYggh0IhaJrGvKi63S5zZ87lcnC73QgGg/D7/dIW5UcZpmlC0zR2jVut1n32IYqiwOfzwe/3S3fB1nWdGbLyO/tZ8850XWdJ/hTu8/v9SKVSlpTQi1qLRKNRJJNJ4Q3DuIM2hYxEPle9XsfJyYmlHm2maSKXy7GFXYTgmKaJfD7Pyt5FCQ656gPiKhZPiqLRqND78KTI6/UKJYGTUST5OwEQSqynfCyeoFvBghhJAE+MZJINj8fDiJGsxdrr9UJVVeb9IisnyuPxMO+hSqViPR/oX/yLITH6vd8DPvQhYGuL/RfltDSbTZydnWFjY0PKmAmRSOT/s/ft0bLU5ZW73+/3u/t033Pu5S5DjMuEpRBkQhRFEUxQg0aDxomKmpFIojNkIEHEaF4kMQbUMTgTdJAo6kJRExAhk+hoAKNDNDo87j2Pfr/f767q+aPm+1Fdp885VdXV59xLeq/V65z76Krq6u6q/fu+/e2NwWDA9EYnTpzQXB9Dk11kkU8eRMsQSpMosd1uI5/PYzQaIZvNolarIRaLafae7weqEgSDQRb10Wq1mGPzYDBAqVSCXq9nN2yn03moI+lnK3ieZ+7XvV4P/X5/biSR1Wpl55W+91qCvuuNRoMRF51Ot/CkIsdxqNVqqFQqjMjYbDZEIhHF1ejhcMgytADhWh2Px2VP+pKDNhEHo9GItbU1Wcch1RPJrTBJzR4jkQgzeN1vX+J8NbnPERMpuTopKSmKxWKyWmE0SUbtQLmkqNVqzXRjDro2j0YjbG5ustBeNVgRIw1AF3PyVNHqpmqz2diKWyvQdBEJL7W8Sfr9fnYDPuhLuQsXXQS8/OXAN74BfPCDAkESIRqN4umnn2aOx1onwEejUXazWYY5IyC8n+RBNBwOsbm5iUQioWi0WAlcLhccDgdzFO73+zh9+jRcLhfC4fChjdiLoz4mk8m+LtYGg4EZGJKJ4TLbgGc6JpMJ82YiQrlXZdpmszEHbLvdvpTzNplM2CSi+LpkNpvh9/vh9XpVf2/I/VpMiMgBXWnVieM45qlDi9VwOKzoujQcDpHJZJhhoxIH7fF4jEwmwwgZVVUOIgPSltva2tqB1weO45DJZNh3SI6xpLQiFY1GZVmiiMXZSkgRERWbzYb19fUDP5tE9KjiI97HfqR2PB5jc3OTBdCqtWJZESMNQF4qdNHSkhgBglhNy0oUEaN2u61pWrvH40GhUMB4PEar1VJ+w/+DPxCI0Wc+I1SNRFojq9XKpshyuRxOnjyp+YRXKpVaqjkjINxAjh8/zkIfKa1aTilaDfR6PQv0JMt9IiJutxvhcPhQctAIRqMRPp8PPp+PaVJIB9Pr9cBx3Ex4LCBUn8RGh4dtdrhs0IKKvJbEj73MII1G4wx5XGZeHM/zbOqUbr7AMxOKfr+fxQOpwWQyQa1WQ7VaZa/XbDYjHA4rNnuktlmxWGRVNKfTiXg8LlvbNp1OmbnhdDplOYJyW9GdTgfpdBocx0Gv1yMejx+YeSZ9HvmhHbR4GY/H2N7eZq7ZyWTywO6CNLYkFovJGq8X653UkCISTcshRWItVzKZnHG13+tcTiYTbG5uMk3u+vq66tD0FTHSCFarla3stGp7UYo4ufhqRbjcbjdLrtZS2K3X6+H3+5m9u2JidP75QkzIffcBN98sBMyKIDZmLJVKmgqxgWfMGSnWI51OI5VKaX4DJmM2KmNTfptcIacamEwmrK2tIRQKoVQqMRO/VqsFl8uFYDCo2USSXIgn20KhEIv7ELeJyB+M8tLEkEZ9kHeRyWQ6Y3yCAOFGJH4d5J1ExpMHxQmZzeZdWXDLjmTZz9/IZrPB6/XC4/EsVFUdj8csFZ22T0G0avRw0jF+s9mMaDTKTGjlgCZU6YZKrspySJW0NSXX7HE6naJSqTCBsVxfo8FgwBzw5bpm8zyPnZ0dtvCQE1QLCI7WdHxydUiLkCKqZFHFTKwVmndfIVJESREbGxswmUwrYnTUWIbvkHi8vtfraUaMaLVJoadauWADguCvUqmwm5viVt0HPyhojT73OeC3fxu44AL2T+Rqu7Ozw4iX1u0gclIlc8ZsNqu53TzwjKjcZrMhm82y7LNEIqF5m1AMi8WCZDLJCBJVDtvtNotLOSqTRnHcB30mqZUkfpCWb7/ID7FfERkq0k8yYRQ/yKiRHmKQA/R+8R/inxT/QcaRe5lDSo+XiJ70cVgu2ESGiDCLj9tkMsHr9cLr9S58HSI9X6PRYOfWarUiGAyqigORjvHr9XqEw2H4/X7Z547neVQqFZTLZVYlikajsq0ApG03n8+HWCx24P6lI/xerxfxePzA55H9B8/zsn2NJpMJtre30e/3ZWeySXVSckXnUlK0sbEhixQVCgVGihKJBCNtYmIkLTxQRMpwOGT+RotOvq6IkUagG7TWEQNEYHq9nqzxTrlwuVxLIUZk8Fev1+Pq/A4AACAASURBVFEul5ULpZ//fOAtbwHuvFMgRt/5DiD6ErrdbpbPls1mcfz4cc1vHDRGurOzg0ajwcIol0EWPB4PrFYr0xVsb2/L1iMsAiKAw+EQlUoFjUaDVcnE7a6jHq03Go1MQEyYF/khrcbQpJaW4c6LQOzGTQ+qdFGw7VGQUbHmq91uz8SAaGn2OJ1O0el0UKlUZnyUqFrodDoVb388HqNcLi88xt/tdpHL5Zh2y+VyIR6Py6rKUQhuoVAAz/PMVV9OtXwwGCCdTrP9UkjrQYJpsaGi3W5HKpU68PWORiNsbW0pymQjokLZZ2TJcRBo+kyppki8L6mdAREjp9M5sy0iRYPBgFXitSggrIiRRqCKEV2YtRLuimM8tITH40GxWGSjvVqW5oPBIOr1OtrtNvr9vvKqzh/+IfDFLwpu2HffDVx99cw/x+NxZsy4jJYaIBCwRCKBbDaLarUKnU6n3NVbJiwWC06cOMFWS7VaDZ1OB4lEQrOcvP32nUgkEIlEWEDsZDJhqdoOhwN+v5+ZeJ4J2C/yA8Cuqg1VbsQVnHmxH+KHeF/i3/eK/xD/lFapjEYje85RYzqdYjAYoN1uM12XGCaTiS0+tGitchyHRqOBarU6U91zu90IBAKqPt80xl+pVNh75XQ6EYlEFF1rpL5GBoMBsVhMdtVqMpkgm82yFq/dbsfa2pqsxUSj0UAul2Mj/Mlk8sBzIfVRkltdErtmm0wmHDt27EBd4XQ6RTabZedGrg6p1+uxkfxFSJFYPM5xHCOC4rYfx3GsAkakSCu95IoYaQSDwTDjO6RVO4S+LKRF0IrAmM1mNl7fbDY1DWm1WCysL1wqlZRXjWIx4MYbhcfv/i7w6lcDoouG0WhEIpFgLTWavtIaPp+PXYzoIrxMkXQ8Hofb7UYmk2Ejp4dh0AgI55RWhJSqLvbFMRgMzB15EaHtYUCv17NKzApgHkckapeO9lutVrhcLrjdbqZrXBRkridul+n1evh8PgQCAVXvDcdxLBdwkTH+eTlrSitNzWYTuVwOHMcpmniTkhuqTh+038lkgp2dHUZko9EoAoHAgfsTx4JQhuNB9xCe55FOpxnhk6tD6na72N7envEpWpQUAcBjjz3GCNoLX/hCdozkC6fX67EuI0xXCVbESEOQ71Cv19OMGBkMBibs7vV6mo52e73epRAjQOhFk3BTVdXod34HuOMOYHMT+MAHhLgQEdxuN3w+H+r1Oss6WwZ5oFVSPp9no79ypjHUwul04uTJk8jn82yl3Wq1EIvFFIlI1UKv1zMtyWg0Ym7mk8mE/U4REm63+4wnSf8eMZlMmLv9vCBq8o4ifzCtCCTHcWi1WqjVajOiV4vFwkb51XxH5/kaWSwWRCIRxd8JcmJXm7M2mUyQz+dZa8dqtSKRSMi6vklbZ3L1Ov1+H9vb25hMJtDr9Ugmk7LuL2pcs6kK0+v1ZE+5AcJEHcV8OBwO2T5FB5EiAPja177Gfn/Vq161dFIErIiRpiDfIbVK+L3gcDgwGAzQ6XQ0JUZutxv5fB79fl9TmwFAuGBQ1ahYLGJ9fV3pBoDbbweuuAL4i78A3vhG4LzzZv5LNBplGXWZTGYpE2QA2Mosl8uxVpOc7CG1MBgMbBojl8thPB5jZ2cHTqcTsVjs0MJZzWYzIpEIwuEwut0um2Sj8eparQa9Xs9usC6Xa5WJdsggLRXpELvd7lyfo2WZPU6nU/R6PeZ6LzZ6dLvd8Pv9qlty8ypEasf4R6MRisUiIzR6vR6RSORATY/4dbZaLVYlAgRiEwqFZBGAer2OfD6P6XSqyCSSssim0ykzbpUz5Sae7PL5fIjH4we+zvF4zETMer0ex44dk1WJF1elnE4nUqmUrHMiPsb9vJfExOiyyy7D9vY2ut0uI0XLMKxdXcU0BL1By/Adqlarmsd4mEwmuFwulm+ltVYnHA4zI8lOp6M8Q+3yy4Ff/VXg858H3vEOQXMkuvFSgOPp06fRbrdRLpc19WUSg4IvyYl1e3sbqVRqqS0ul8uFkydPMvuDTqeDp59+Gn6/H6FQ6NBICJmCEjEjktRut1kcBN1wxCaDDofjjNElPVtAjvU09bmX67XFYpl5H7T+rIxGI2b0KNYOmc1mJtxXu8/xeMz0bouO8UuNHgGhUh6NRmUf32g0YhE7wDO6PDk3ZKkOyeFwYG1tTVY7K5fLsRYSha0edL2ZTCZIp9NMkyrHARt4xpma9LFyXfnFLthyw2qlLt2JRGLPwaJ0Oo3HH38cAPCCF7wAw+GQkSI5AnK1WBEjDWG1WqHX65kfi1blPVpxjcdjTf2MAOEiQeZtWouLqYRerVZRKBRw4sQJ5dv/6EeBBx4A/uVfhN/f976Zf7bZbIjFYsjlciiVSrDb7coJmEx4PB4YDAZmznj69GkcO3ZsqVoWWtl6vV4UCgWWf1av15mb9GGSD6oQuVwuZtBIE03kQdTv95mXC43f02NVUZIPqet1v9/f056A3MLJ9XoZ53kymaDVaqHRaMyItvV6PWttLyLYHo1GzNeISIzFYkEoFFJl9Fiv11EsFlmFx+FwMIsMudsQa5F0Oh2CwaCsKhEAZvcxmUwU6ZBGoxF2dnZYu09uVAdNtY5GIxaQLacNJtYGWSwW2dc0catOblitVNS9HykCgC9/+cvs94suumiGFC1zMGV1ldIQZFhH0x5aESODwQC73c40A1oSI5fLBYPBwMZ2tQ5QDYVCqNfrGAwGaDQayi0HIhEhWPbtbwd+//eBV74S+Omfnvkvfr+f5Tal02mcOHFiaWTF6XTuyjxLpVKHMj1G+WfFYpFN5NVqNYRCIdXJ5YtAbNAYiURmEt1p2pFaPASTycScmsms8KhG1c8ETKdTcBw343ZNfk17uV7TOaRzTwuyZYB0Q1T5FU/sORwOeL1euN1u1ZVTIteVSoV5+QAC0QuFQoo1RNTyKpVKrKWoxuix3+8zE1xAIPjxeFzW1BPHcSgWi6xNZLFYsLa2Jut+IA6cpYq4nIWe2NdI7uQZIEzHZbNZTKdT2aP/Um8juWG10+kU6XSavc/JZHJfaUihUMAHPvAB9ueLLrpIESnieV51sPuKGGkMIkbdbldTfyCn04lut6u57xCJbal0rTUxMhqNCIVCKBaLKBaL6i6ib32rML5///3Am94ktNQkxCcWi7GVNWWdLavNRZlntKrb3NyU5UGiBUjPQ9qt8XiMfD6PcrmMQCDAWn5HAZPJxNoogLDy7Xa7jByJ/YbEN0EaMCBDQ7G/z7OBMJHvEhlS0oQpEaH9DCDFrtdEJpdddduPDFmtVuZ6vciELBEYMoMlOJ1OhEIhVZWnTqeDYrHItmcwGBAKhRQZPU4mE7bgAKDY6LHb7SKbzbLKXiAQQCQSOXD/PM/PmBvKdb+e55p97NgxWeRGHI6rtg0mt5olnnSTI+qeTqd417vexc7HpZdeiuc+97mKSNHOzg4jb0qxIkYaw+l0olQqodvtaqoHcrvdzHeI4zhNb37U7qIJFq3FvYFAAPV6HaPRCKVSCbFYTNkGdDrgf/wP4Gd+BvjBD4BbbgE+/OGZ/0IriVOnTjEX2mWJsYFnMs8oc4hE7HJ8RRaFTqdjK3Uy0pxMJigWiyiXy/D7/QgGg0fetiJyQ0RJrI8Ru1hzHMeqTPO2ITVGNJlMMz5BR6VjomqP1DNpMpnMNZzcDyaTiRFDqqQdpuv1aDRCu91Gq9Xa9T6Q/QaN8y8CsXCftFH0eQ4EAqq23+v12LUREK4FgUAAwWBQ9nVyXuvN4/EgGo3KIoDSKpHJZEIikZBV7RkOh0in06x1JrcCI3XNluu2Lc1KkxvxwfM801gC8sJq6ThJfiDXcfvuu+/GV77yFQDC/en973+/bKG1OPZEjuv8PKyIkcagMEeO4zTVGdFFczgcot1uy/KVULJtp9OJTqeDWq2mnLgcAPLo2draQrVahc/nU34BjMWAv/5r4KqrgD/+Y+Cyy4Bf+IWZ/2IymZBKpbC5uYl2u418Pr/U0Xrq49tsNmYUNxgMkEwmD2VyjG4APp8PzWYTlUqFOVlXq1V4PB4EAgHNR1nVwmAw7HKxpnI3kSRysh6NRgfGfhDIXFFqtCiO+xDHfhDEv0sNHsWRH/S7OPpDbtSHGGK3azERMpvNh07uqIVFESBSx34tyRDtq1arodlsMpJoMBjg9/sRCARUkfher4dSqcRyv3Q6narBhF6vxxY2gPDaY7GYbK1ip9NBNptlLus+nw/RaFSWhw8ZPU6nUzaNKmcUfzgcMrd8nU7HKtYHQeqHpITciMf4aWpWzvO2trbQ7/eh1+uRSqUOPK/5fB6/9Vu/xf5800034bzzzpNNitLpNDqdDqtMqcGKGGkMnU4Hh8PBnGW1vCm53W6Uy2W0Wi1NiREgrFI6nQ7q9fpSDAWdTieL8sjlctjY2FBOWH7lV4S4kE9/GnjDG4D/838AiUU9uc+m02nUajUYjcalTaoBYIJMq9XKVn1PP/00YrGY7PL7oiDjPBLSl8tl9Pt9NjVks9ng9/vh8XjOuCkxygOUfk/EkR7ix2g0mnGzFhOYo4r/EDtc00Na3TKZTEfeFpxMJuh2u0wsL9Uw2e12uN1uuFwuTYg9TSzWarUZ4rXo57HX66FcLs+ECvt8PoRCIUXawnkj/OFwWJZxIiC8vkKhwNpKSqpEk8kEuVyOVV/kTqsBgrlkNptlrtmpVEoWaRCHzsolKYBwnkhTqeR54/EY29vbLK5DbsjtNddcw87p5Zdfjne+852y7qPSdt2xY8dWFaMzCU6nk1185GTLyAURI7qoaUleyOiNTP20NnwEBN8hEqbXajV1WqnbbwceeQT4v/9XiAr5+78HJOfB4/EwI7ZSqQS9Xr+U1yOG0+nEOeecg0wmw7KX2u02EonEoY7V042t3+8zc8h+v49sNot8Pg+PxwOv16tJ3MMyQaGq+93oiBQRSZKGuYorPuLoD+k26DxIg2SlVSdpVYoeZ+p55HmeVYU6nc4ufzW9Xs/8p7TyoKLqUL1en3G91ul08Hg8zNdIzXapQiRu9Xm9XoRCIUVEbl6kiNfrRSQSkZ2PRu1zIpd+vx+RSETWNVk8rQbIH6nneR7FYpEZItrtdiSTSVnHLBZ1KxFni80llYzxi7PZKNj1oP1xHIe3ve1t+PrXvw5AWKx/8pOfVE2KnE7njJZRCc4aYlSv1/Ge97wH9913HwDgl3/5l3HbbbftWzl58YtfjH/8x3+c+btf/dVfxec+97mlHqvL5UI+n0ev19M0N410B8PhEM1mU1YJVC6o8pHL5VCpVBQJFuWCDAPz+TyKxSJcLpfy6TGnUxBiv/CFwIMPClqj979/138LBALgOA6lUgmFQgEGg0HTEN55MJlMWF9fR7VaRbFYRLvdxlNPPYVEIqG5qH0/iKfFyLG6VqthPB4z92ot09KPCmKyssIzpIT0Wr1eb9eK2WKxMAG/lkaPk8kEjUYD9Xp9ZhLIYrGwaqaa6yCFz5bL5ZnpRjWEiHREpVKJkRK73Y5YLCa7sj8cDpHL5Rg5s1gsiMfjsgXBYoG12WzG2tqaLKI4Go2QTqcZuZWrC5KKrOVGkACzk25KxvjFnkh0TTzofRqPx3jTm96Ee+65B4BA2v/6r/8aa2trB+5PrCkSk6JFcNYQo1/7tV9DJpPB/fffDwB4xzvegTe/+c346le/uu/zrrnmGnzwgx9kfz4MvQVNkpBbtVZtLxIpFotFNBoNTYkRIFxs6KLRbDaXQiT8fj+azSZ6vR6y2SzW19eVr7if+1zgv/03oa32gQ8AL3iBYAYpQSgUYu652WwWer1eU+fweSCC6XQ6kclkMBgMsLOzA7fbjVgspmlYrxzQVGAwGES320Wj0UCr1WLJ5OVyGVarlVWatMrKWmH54HmeTfzRQ0qExLoup9Op6eeP53nWfhe3tbRwvaaqTKVSYW04nU4Hn8+HYDCoaEE1nU6ZzYXaEX6e51GpVFAul1mVkb5Xcshlr9djGYiA/Gk1YPcIv9yFllQs7ff7ZWsua7UacrkcAIFMyTWzlXoira+vH/iZGw6HeN3rXsfu5UajEZ/+9Kfx2te+9sD9LYMUAWcJMfrJT36C+++/H//8z/+MCy64AABwxx134MILL8QTTzyB5zznOXs+1263LyV9/SC4XC4MBgPN9UAejwfFYpGNP2u52icxL003KXWZlQOdTodEIoGnn34a3W5XfUvt138d+N//WxBkv/GNwgj/uefu2lc0GgXP88zjaDqdaq7Pmger1Yrjx4+jVCoxj5ZOp6MohkBLiN2reZ5nRn2dTodNiJVKJZau7nQ6V87VZxBIc0WO1+R6LYXBYGBu1+RxpOVnjVpaRLDFOiWbzQafz8eMUNWA4zjU63VUq1WmGdPr9UykrZTYdbtdFAqFhUb4aZCDSI3D4UA8Hpd17ZW2v5TEgcwb4U8mk7JIoVpxtjS/zOv1yp60FUeDyPVE6vV6uPLKK/HNb34TgEBYP/e5z+E1r3nNgfujzDSadtOKFAFnCTH67ne/C4/Hw0gRAPz8z/88PB4PvvOd7+xLjD772c/irrvuQiQSwStf+UrcfPPN+6r+yVuEoLZHuSw9kNlsZhNky4jx8Pv9qFQqGI1GaDabSyERFosF0WgU+XwehUIBDodD3eTLbbcJWqN/+ifgl35J0B5JSJZOp0M8HmcTILTy0rraNg/kgUKZZ/1+nyVrKwmuXMZxURuNjD2JuFEcQ7VaZS05l8vF3qNVNWn5IN8jsZN4r9eba/hoNBoZCXI4HLBYLJq/R9PpFMPhEI1GA81mc0bkbjQa2Wdpkem10WjExvip6mUwGJg3l9I2XL/fR7FYnJlYCwQCCIVCsq/Fw+GQuc0Dwmul77OccyydVvN6vYjFYrL2Lw2cVVthMhqNSCaTslp9HMexiS5AvkcRMOuC7XK5kEwmDzzWdruNyy+/HN/+9rcBCMTv3nvvxSte8YoD9ycmRctwwj4riFGhUJg7WRQOh1EoFPZ83tVXX42NjQ1Eo1H86Ec/wg033IDHH38cDz744J7P+aM/+iPccsstCx+z1WplYmatx+v9fv/MBJmWq3q6GJVKJZRKJcVW/HLh9/vZ5F4mk8Hx48eVvw6zWdAbnX8+cOoU8PrXC2JsyYqKqlR6vZ6ViKfTqaZGmfuBDCEpXmAwGOD06dPweDyIRCJLjRQ5CEajkZkyUmuESBJNMYn9YegmbLfbmTXFCupBpIOqdvSYl3+m0+mY2SO9B8ucdhsMBiw4WLxYpAgQr9cLh8Ohev97uV6bzWYEg0F4vV7Fny+qfIq3RyP8cqtN88TZFAUih9TMm1aLx+OyxvCn0ynTKFLgbCKRkP3cYrE4E8cjV5wtnjxTMo4vdcGWG1hbr9fx8pe/HN/73vcACFW4r33ta3jxi1984D7F1gHLigc5UmL0gQ984EAS8thjjwHA3BN9kIHiNddcw37/mZ/5GZw8eRIveMEL8P3vfx/nSZLaCTfccAPe+973sj+3Wi1VXgg0hVEul9FoNDQlRjRBQtlFyxjdr1arS60aiVtqdDFTVf0KhYD77gNe9CLg4YeBt71NGOeXXFCpnKzT6djqhuM42SuiRUErVjLqpNV3q9VimWdHLSKmG57b7WY3bJpoIv0KTVvSa7JYLGzc3mazHaop4dkEnueZR5M4+oP8muaBzB6JhC4z+gMQrqfU/peSIWrFer1euFyuhY6DWrnVanWmHehwOBAIBBTHgABCdadUKrHRe0CQHYTDYdlyA6oqF4tFRkwdDgdisZisahi5eefzefZ8JdNq4/EY2WyWVWxcLpfsqdbxeMwmYgH5JpGA0G7c2dkBx3GKxv+lQbdyK0ylUgkve9nL8MMf/hCAUEm7//77ZzpCe0HqiyTX9FEpjpQYXXvttXjDG96w7/9ZX1/Hv/7rvzLLczHK5TIikYjs/Z133nkwmUx46qmn9iRGZLqmBbxeL8rlMmtRaCV8JCOzUqmEarWqOXERV40oxmMZF2RaSaXTaVQqFTgcDlkro1143vOAe+4R2ml33QXE48Cf/Mmu/0aaI71ezyY1JpPJUk0gpTCZTFhbW0MgEGCTi+VyGbVaDcFg8EgjPcSg6oTVakUwGGQ3TXHEB7V7BoMBWx0Dz3yHpDEfz3bCxHEc81oSPygKZS/o9Xp2rqgitGwSRKCqDZF08XESGfJ4PCxTcRFQu6xer7O2IC0g1RqRzqsQud1uhMNhRa29TqeDQqHAhN4mkwnRaBRut1vWtWE4HCKfzzNSYzabkUgkZFUyiJDl83kWVhuNRmVrEdvtNjKZDDiOg16vRyKRkF3tqdVqrAVmtVqRSqVkVbDFbtaAfKPIXC6Hl7zkJXjyyScBCATuoYcewvOf//wDnzuZTLC1taXIF0ktjpQY0Ur5IFx44YVoNpt49NFHcf755wMAHnnkETSbTbzoRS+Svb9/+7d/w3g81tzZeS9YLBbY7XYmVtTS08jn8zEjv16vp/kHJBgMzox4L6vt5PF4mAg7k8moD4B95SuB//7fgf/4H4E//VOBHF133a7/ptPpEIlEYDQakc/nUavVMBqNkEwmD5WQ2Gw2bGxszEzLUBn8TCJIBJ1ON2PEKBYDi2M+xIGoUn2e0WicyUETmx+aTCbmF3SmgaI/KN6DIj/E0R+j0ehAMzm9Xs+Iopg4Hrb5I8dx6HQ6c40eiQxR5XDRzyCN29dqtZnJNaPRCL/fr0o/BAgaIjK7JbhcLoTDYUUEazAYMGsN4BmTR7ni7HnTatR2k/P88XjMPM8A4bqwtrYmW9hNwx2AQGzkuu5Lqz0ej4fJDQ6C1PAxmUzKWtBubW3hJS95Cba2tgAIvnYPP/wwzpUMzczDeDzG1tYWhsMhDAYD1tfXlzphflZojM4991xcdtlluOaaa/DJT34SgDCu/6pXvYoJr7PZLF760pfiM5/5DM4//3ycOnUKn/3sZ3H55ZcjGAzixz/+Md73vvfh537u53DRRRcd2rH7fD70ej1mmqjVBdBkMsHj8aDRaKBarWpOjPR6PUKhEDNJ9Hq9S7tRR6NRdnNNp9PY2NhQt1p+y1uAXA648Ubgt38b8HqFv5sDiiHIZDLodDo4ffq0bJ8OrSA2ZGw0GiiXy8yNt1KpIBAIIBAInFEEiSA2YKTVKZElcatIHJRKpELsRyPdpjgDTWyiSEaL9LvYhFFs0CjeFrWo5kV9iB2zpXEfYtPIyWSiyD3XYDCwuA8xCTSbzTAajUdG/Kgt2m63WY4jQa/Xw+Vysc+iFpUqsWeWuAq1SLsMENo+VIUnqKkQjcdjlEqlmUqn3+9HOByWTdQWmVabVyUKh8Oy7xFSXyO/38+q4QdhPB5jZ2eHPVeuwSQgTJFtb2+ztptcw8cnn3wSl1xyCbLZLAAglUrhH/7hH3D8+HFZx7u5uanILJJwUEbhXjgriBEgTJe95z3vwctf/nIAgsHj7bffzv59PB7jiSeeYBdds9mMhx56CB/96EfR6XSQTCZxxRVX4Oabbz7UG43H42Ffnm63q9k4ISDc3EmrIjfsUAkoXHY0GqFSqShqWyoBrTpOnTrFJrcSiYS6jf3X/woUCsBf/RXw1rcCFosQHzIHHo8HZrOZrX5OnTqFVCqluZDvIJA/i9frRbPZRLlcZpqJcrkMn88Hv9+/cGbVsiEmS+IVJFVcpOny4pBVivegvzsTQaRnXuwHPc4UEsvzPIv/6HQ6u/Lm6D2iiUMtCBv5BUl9jQwGA7xeL/x+vyqZwl4mjx6PB6FQSNH3Yp6w2uVyIRKJyN7OvGm1WCwmu+02Go2Qy+UYubPZbEgkErJ1TGJCpcTXCBBahul0mk1KJ5NJ2fekZrOJTCaD6XQKq9WKY8eOybrn/OhHP8JLX/pSZjJ5zjnn4OGHH5al3R0Oh9ja2mJSFDlmkYRqtcq8mJRCN1VLqf6doNVqwePxoNlswu12I5PJsDf0qquuwhe+8IUDt5HL5VCr1eByuXDs2DFNj+/06dPo9XoIBoNL8WtqNptIp9PQ6XQ4efLkUisq7XYb29vbAIBYLKa+fcfzwLveBdxxhxAXcs89wD5mYeJMH9r3UXgNEUjEWS6XZzKmHA4HM488E1tOi4CyzijaQxzzIY74oN+lFSBgdnVIbY15cR/iYFlpJYp+iitW9PuZfM7FobCkAxOfD7JeoAgQLcf6B4MBy+UTT9PZ7Xb4/X7VGkUyeaSFAr0Or9eLYDCoiGTxPI9qtYpKpcJahzabDdFoVPZCiOM4lMtlVKtVdm4DgYDsbEnpxBmZRModAJHmq1EupJxrstQBW4meSDp55nK5sLa2Jus1P/bYY3jFK17BKnM//dM/jYcffljWIlvsoG02m7G+vi77/lOpVFAoFNDpdJgUR0n6wFlTMTqbEQgEWI9da1PGYDCInZ0d1Go1RR4dcuF2u5lOqlgsqk4rlgNauRWLReTzeVitVnXVG71ecMYejZ4JnP3854E9TMNMJhOOHz+ObDbLMpC63S4SicSRVABIkOp2u9HtdlGtVlkLpNvtsjgPn893pKP+WoL0NyvIg3hqkIiQ1OfIZDIxIuRwODT9LJM7fqPRmJksW7Q6BDxj8lipVBjRUmvySOau5XKZbctisSASichu582bVnM6nYhGo7KrTJRXSAsdu92ORCIh+xy1Wi1ks1lwHKe47TaZTJBOp5lQWolpI8dxyGQyrDomN4oEAL71rW/hiiuuYM8977zz8OCDD8oSafd6PWxtbYHneUXVKUAYyqJhLbUZmStidAiwWCzMlLFWq2kq/qa8sWWFv9KY+6lTp1g+2zJbTcFgkPmn7OzsqBdj6/WCGHs0Av72b4HXvU4gSVdfvcd/12NtbQ02mw2FQgGtVguDwQDJZPJQYmTmQexWPRqNUK1WmWaD4jwcDge8Xq8mQtkVzlxIpwK73e4uIkQ+U/SZMZvNmla5yK6Babr4TgAAIABJREFUHNPFFSmXywWfz6daOwRg5jNOVUCj0chMHpV8vikXrVwus9asyWRCOBxW5Ojf7XaRz+cZoVEaJUJ5jeQkbTAYEI1GZR8Dx3HI5/NMJG2xWNh1Su7xp9NpTCYTZnYrN+pJ6m2k5LkPPPAAXvva17LW54te9CL8/d//vayqTafTwc7ODnieh81mw/r6uuz3nvz3ACiyapBiRYwOCYFAYMaUUaubmDj8tVqtLiX8laz+6/U68vk8Tpw4sbS2AvkbkXh3a2sLx48fVxfEazAA//N/CjqjO+8E3vxmoNsF3vGOPfcdDAZht9uRTqcxGo1w+vRpRCIRBAKBI22lmM1mxGIxRCIRtFot1Ot1VkHqdrvI5XIzAtoVSTq7wXEcmzjtdrvo9/u7ROB6vZ45XjscDthstqW4Xne7XTbOLyZjVquVuV6rDcqmiJFqtTozYWaxWBAMBuHxeBRdz+YRIqPRyAiR3G1JdUQ0jBIIBGRtY16VyePxIBaLKRJ3Z7NZ9vxgMCjb0Ffa/rJYLEgmk7IrXGILACXeRgBw77334o1vfCNrf15yySW47777ZC2oxTomp9OJVCql6vWGw2GEw2HVyRUrYnRIcDqdsFgsGA6HqFarc5281YLCX8fj8dLCX+mGPBgMUK1WNa9MiUFupqdPn2arFtWTagaDUDlyOICPfQx45zuBZhP4z/8Z2OMmYrfbceLECdbPpwtkIpE48taVOM5jNBoxbcdoNGLGfDqdjglrtQ4OXUF7UFtMnIMmNlckiJ3Hl0WE6HhIN9RsNmd0Q1pFgPA8j2aziWq1qomOjud5NtkpJkRkfSH32jGZTFAqlVg+GaB8Wm0wGCCXy80MAsXjcdki58lkgnw+z8wqlXgiAQKpy2QyrMWppHUm1SLZbDakUinZ15DPfOYzeNvb3sY+M1dccQW++MUvyvqsiGNF3G431tbWZB+zON8tGo0ufH9aEaNDAgntMpkMIxZaVXYOI/zVaDQiEokgl8uxqJBl3nBpAuH06dNsjD+VSql7XXq9kKvmdArGj9dfD+zsAH/5lwJxmgPKGKIqWbfbxdNPP41oNAqfz3dGCHHNZjNzmyXH4mazOUOSAGFlT0RpWTfTFeRBHAEi9oCaNwNjMplY9MeyctDEx0UtbGkemlYRIABYy79Wq82YPHq9XgQCAcVkizRElUplIUJE02rVapVV5pROq0lJFWmBlFSZSONI50ZplUg8sabE7JGOn+xLAMFqJhaLyd73xz/+cVx33XXs2K+66ircfffdB94npNUev98v23R3Op0il8sxcfdCQzsirIjRIcLj8aBYLGI8HqPRaGgaZOr3+5kPDk3SaQ1qp9FIfSqV0nwfYlgsFqRSKWxtbaHdbiOXy8nK4ZkLnQ744z8GIhHgfe8Dbr8dyGSAz34W2KNETA7jDocD2WwWvV4PuVwOzWZTtl/JYUBsvhgOhxlJ6nQ6zHhxMBigXC6zqgM9VsGwywPHcczLSfw+zCNB5H4tzqFbdqVPTIZardbMSD95bHk8HjidzoUWcdSOq9VqM60N0g/5fD7Frbh5Am01hIiIValUUj2tRg7S4m243W5Eo1HZFebRaIR8Ps9adxaLBYlEQnb7apGJNUAQO6fTaYzHY8V6Io7jcOutt+LGG29kn+23vOUt+NSnPnXg+zqdTpHNZhXHitBzM5kMq6wlEgnNuiUrYnSIIA1LPp9n/jRa3ZQoxoNEuXI9NZSAvjCnTp1Cq9VCu91WF+GhAA6HA8lkEjs7O6jX6zAYDLKnIubid34HWFsT9EZf/jJwySXAvfcC+wjiLRYLNjY2UKvVUCgUWPVIyWrwsCAmSZFIBOPxmBn7dTqdXXlner2e/f/DuiE/2yB2+xYbW+7lx0QTeNKMucMgqKTpoYqiNALE5XIxMrSoTm0ymaDRaDB3eYLD4WBj/Epf82QyQa1WQ7VaZSTEZDIhGAzC5/PJ/i5SdYUkCIBQgY1EIoqOq9PpIJ/Ps9anxWJBLBaT3TYjG4FSqTQzwq+ko9BsNpHL5dj5UGLYSBYCFMZuNpuRSqUUeTr9wR/8AT784Q+zv/vN3/xN3H777QceP8dxSKfTrEIlN1YEEM5bOp1m17FkMqlpMWBFjA4ZPp9vRg+kZc4Zhb8OBgO0221Fvg1yYbPZ2H5yuRzOOeecpQt93W434vE4crkcKpUKi/VQjde9TiBCv/zLwCOPAC98oUCOXvjCPZ9CIbBOpxO5XA7dbhfFYhH1el3RlMphw2QywefzwefzzUw20YOMAGmUFxBW3nSzpry0w7pxn6mQGlRSBtpoNJrR4EhhNBrZOaQMNK2nxQ4Cz/OMHEsF1FqTIfJTqtVqaDabrIJA2ji1RqXj8RiVSmVmYs1sNiMYDCoSVZNHWKlUYmTGaDQiFAop8i4bDAbMJwcQFqYUJaJk4i2Xy7HjUOKcDeyuEimdWJO2ztxutyKLkna7jZtuugkf/ehH2d+9733vw6233nrgORB7x+l0OqRSKdmLbI7jsL29jV6vp/i5crEiRocMvV6PYDDI9EAej0eziyTlD1UqFZRKpaXdrEmIPR6PUSwWEY/HNd+HFH6/HzzPo1AooFwus/69avyH/yCQoiuvBH7yE+AXfkEQae8xzk+wWCxYX19Hs9lEoVDAaDTCzs4OnE4nYrHYGdNemwdxNYmCYYfDIXq9HhP+DodDTCaTmaoSPVccb0GRF+Kcs7MVFAEizT+jDDQyntwPRqNxVw6a1Wo9sunA8XjM3kPpaD1phtxu98JtMgJVh+r1+oxw3Gq1wu/3w+PxqDoXg8EAlUplhmRRsLGSaye5ZxeLRSb2NhgMCAaDiqq+88TZSkweaRuFQoG1j5SO8AO7q0RkFCn3dYgn3siSRW4HgzRBN910E+644w729zfffDNuvvnmA7fR7/exvb2NyWSiKFYEmA2SpSGdZdjHrIjREYD0QBS0qWUJkMJfl1k1IlHf1tYWarUaPB7PocRo0KRBoVBgUxNy+9FzcfIk8M//DLzpTcBXvyr8fPRR4NZbgX168yQWdblczAm30+ngqaeegt/vRygUOivaUTqdjt3ACaSLET8o64xaRfNAERnin/SYl3m2rIqJNP9M+qC8NvHjINJDMBgMu4gh/X7U9ghUqSEyJJ70AoTKIdk5aBkB0u12Ua/X0Wq1GHEhg1K/369K7E/bJWNTgpqJNSJEpVKJTWnRsEowGJT9vlFYbKVSYRUrt9uNSCQiezFEbatSqcS24fP5WKi1HIzHY+TzedVVIp7nUSwW2QSX0jF+an/ddNNNuOuuu9jf/8mf/Amuv/76A5/farWQTqcxnU5hsVgU5VMOh0Nsb29jNBotPUh2RYyOAMvUA4mrRsVicWlVI6fTycTYmUzmUFpqAFilo1gssgvMQpojt1vQGr3//cCHPyxkrH33u0KMyPr6vk+llZ7P52Mj/bVaDfV6nV141fq7HBUMBgMTZhMow0zcPqKf4/EY0+mUkQwl+5HGc8yL8KD9S3+Kw2DFgbBqE44owJZInbgaRr8fNfmRYjKZoNPpsDaZlODZbDZGhrRshZJNhDQg1mq1ssw/NeeKprIqlcoMsXO73cxfTMm2ut0uSqUSG5undriS7yX5IpVKJfb5VirOBnZrkaxWK+LxuOzXRMdRKBQYqVJaJer3+8hkMuwYlATP0vM3Nzfx/ve/H1/60pfY399222249tprDzx+sQ2Aw+FAKpWS/Tnp9/vY2toCx3GKM9PU4Oy6aj+LsEw9UCgUQq1Ww3A41FzHJEY0GkWn0znUlhrwTJWoUCiwMMhoNKr+wq/XAx/6EPDzPw+85S3AY48BP/dzwN/8DfDqVx/4dFr5UKm+3++jUqmgVqspXpmeiRC30aSiUgqIlYbCSisy9CDIrdIscsziSpU492ze40zPQgOE1T7lodHEoRh6vZ5FgLhcLk1JOc/zM8ai4n1SPI3a1TvHcajVaqjVaoxoUbByIBBQdAOcFzhL06XBYFB2JZcCcaldDghVt0gkoqiFNxqNmJM+ADY8omTwRuqLZLPZEI/HZZ9vKSlRGjxLU3eZTAa/93u/h69//esAhPP6qU99Cm9961v3fT7P8yxuCVA2jg8Ibb90Oq0qHkQtVsToiECjqvSB1bKyQ71zskfXUsck3Y+4pUaahcMATV3k83k2oZJIJBZ7na96FfCDHwjZat/9rpCt9va3A3/xF4AMcZ/T6YTD4ZjRMlCrTU3O09kAqrSQYHs/UHWHSJK46iOu/tD/pZ/iKhL9nFdtEofAnukkRw7EeWiUiSatiFmtVhYBYrfbNdV6UdWl0Wig1WrNOG87HA74fD7VAbEAmNltvV5nr4uq6X6/XxGxm9cyI3KltLXd7XZRKBTYdgwGAxNnK/FFkgbO+v1+RCIRRe27crnMFn96vR6RSESRwFtq9kiDLHLPLWWl1Wo1/O7v/i4efPBBAMI5ueuuu/CGN7xh3+eTBpMqgEomzwCgXq8jm80CUF5lGo1GjIwpxYoYycQyVrjLrBrRtslQTUvPJDGcTif8fj9bUZw8efLQqiMkmiQfjPF4rOiLMxepFPCP/wj8/u8LWqNPfQp46CEhWuSiiw58Ok35OJ3OmekX0id4PB4Eg8Ejy187SogJzbONIGqB6XSK0WiEbrfLiJD0umMwGBgRWparOXkb0XeKQBOOXq9XtQM8ERgK1SYsEgHSarVQLpfZzVdNhQgQ2jXFYpFNaZG9ipKKL7W8isUie+8cDgdisZiiabxWq4V8Ps/Ov8vlQiwWk33eSc9ULBYZqYrFYopz4ihA9r3vfS++9a1vARCmAe+55x5ceeWV+z6/0+kgnU6D4zgYDAYkk0nZC2eSS1QqFQCCB2AikVDU9tve3mYCd6VYESOZqFarmkdtLHOKjMZH8/k8SqWSopFWpaCW2mg0Qi6Xw9ra2qGt2MkcjtKjNzc3Fy+1mkyCQ/bllwO//uvA5iZw8cXAe98L3HLLnoaQYpAA1e12z5T2yVnYbrfD5/MpvhGs8OyBeCqQLBOkOi2dTjcTDLss2wSyD2k0GjP6Hr1eD4/HA6/XC7vdrnrfHMcxTyOxgN/lciEQCCgWhJMPUaVSYdvT6/WMECmpNg0GA5RKpRnzSTVDFNR6o+NRGjgL7DZ6NBqNiMViinSog8EA2WyWVYkcDoeiOCOxE3Wv18N73vMePPLIIwCENt69996LV7ziFfs+nzSugFDVTKVSsvfP8zwymQx7P0KhEMLhsCJCt729DZ7nVyGyy4bYwl5LLHOKzOfzMav8SqWiaT6bGJRMf/r0aTSbTSbMPiy4XC5sbGwwX4xTp04pGgHdE7/4i8C//itw3XXApz8N/NmfAV/6EvDJTwKXXiprE+LcMtIeNZtNlomVz+cX8ndZ4ewBz/MYDAaMCPV6vV3XFLJUoLaszWZbGnGeTCYsRkasGwKE7xRNXi6y/+FwyAYSqBVHuiSl+iFgfgQITZkFAgFFhGg4HKJUKs20W7xeL8LhsKKK2DxPI6WtN5p6K5fLrPUWDAYRCoUUt94oWkNNlUjcemu1Wrjuuuvwve99D4DQHfj617+Oiy++eM/ncxyHbDbLSI2SnDZAIOg7Ozvo9/uKHbiB2ak3WnyqwYoYyQR9cLXGMqtG1JPOZDKoVCqK+/ZKYLfbEQ6HUSqVkM/nYbfbD9XTx2az4fjx49je3sZwOMTm5qainKA94fEAd94pmEL+5m8K1aOXv1xwzr71ViFiRMExJpNJRKNR1Ot1NtVDwlNKK3e73UceVrvC4hiPxzMeUfMy0XQ6HctCoziQZVYQOY5jZIhu5AS73Q6PxwOPx7PQdYKEy9VqdYZwmc1mBAIBVVNrJNCuVCqMTJKW0u/3K9reaDRCqVSaabMozUUDwIZOaDvUwlPiaUTnStw2U9N6k5pFut1uxGIxRWJzyoWk6cB3v/vdePzxxwEIBOf+++/HBRdcsOc2+v0+dnZ2WKyIEm8kej75GxkMBqRSKUWTf7VaDblcDoDwfiaTyV2fcbnQTdXOt/47AfkMffe732UeIOv/f4z7qquuwhe+8IWF9zGZTPDkk0+C53mkUilNq0bT6RSnTp3CYDBAIBBAbJ/oCy32tbm5iV6vB5vNho2NjUNvE3Ech52dHXZBDgaDi43zi9FuC9qj224DplNh1P/mm4Frr93X92gvkN6CfGDEoJuU2+1e6XHOAnAcNxMK2+v15toXGAyGmWBYq9W69O8Ix3HM9brdbs+QM6vVysjQomR8PB7PEH6Cy+WC3+9X5D8k3ma1WkWtVmMVJzURIIBAiMrlMgscBYQqSCQSUVRdniesVpqNBgiVJgqoBtS1zSaTCXPgF29DyYJwPB4jm80yEtHr9fAbv/Eb+PGPfwxAuIY++OCD+Nmf/dm5z6eptUKhgOl0CpPJhGQyqcheodFoIJvNYjqdwmw249ixY4r8ocQhtF6vlw3i0P272Wwquq+uiNEBoBP7/e9/HyaTCePxGOeddx4A7YgRAOaEbbFYcM4552iqI+h0Otja2oJOp8PJkyeXWo0YjUY4deoUOI5bOhHbC9PpFIVCgZmYUd6aZtWyRx4B3v1u4F/+Rfjzc54DfOQjwGWXCWG1KkBtjUajwcZyCVarlbXj1BjmraAtiAQNBgNGhMRZYGJQFAiRocOKA9mPDJnNZqYbWrSqu1dArMFggM/ng9/vV3W9med4TQJtJa0h4BlC1Gg02LYcDgcikYiimzfP86jVaiiXy6xqZbfbEY1GFW1H6p6tVuTdaDRQKBTYsSg1i6Rt5PN58DwPnU6HyWSC173udXjqqacACGn1Dz30EM4999w9X0s2m2WaKJfLhUQioegYxNdql8uFtbU1Re1DsRWAVI+klhitWmkyEQwG0Ww2Z1YbWm+/Wq0uxQ2b9ApkeLa2tqbZtqUwm81IJBLY2dlBtVplviqHCSrj2u12ZLNZFvqaSqUUXcD2xAUXCA7Zd94J3HAD8MQTglD7xS8G/uiPBD8khaCWqt/vZ0LYZrM5k8peLpdhNBqZAaPT6Vy13JYImhKTOoHvFQ5rMplmAnkPOxKEolxardauGBAiQ263G1ardWFytldA7CJDBXs5XtvtdoRCIcUVp70IUTgcVtSimRc4a7FYEIlEFEkfiFiJna+VTpsBgg6I8hrpWOLxuKLXJK0S2Ww2DIdDXHnlldje3gYAHDt2DA899BBOnDgxdxs0tUats2g0qshKYDKZsKEZQLnIejKZYGdnhy0kE4mEZtrWFTGSCbfbzaIRlgGp95CWbtiAMDl26tQpNBoNBIPBpQp93W43swvIZDI4ceLEkdzAPR4PLBYLdnZ2MBqNcPr0aYTD4cViRAh6PfDWtwK/8iuCOeRf/RXwv/4XcOGFQjjthz4EPO95qjZNrYJgMDiTW9bpdDCZTBhpov9L+hQKKV1VlJSBCBBFngyHQxaFsldB3WQysWoQPY7C5Xw8HqPVaqHVau0SUGtNhvaKAFk0IJZG7iuVyoxppRrHa0AgDkSICGoJ0bzA2UgkoqhqNc8s0mq1IhqNKvJ9k7bwKC9SSdab1EGbtlEul3HppZcyjc4555yDhx56CKlUatc2pCJvs9mMZDKpqB3Z6/WQTqcxHo9ZxJSSYoA4HkSv1yOVSmnqobdqpR0AcSkOAB599FFc+v8nkrRspQHCB//JJ58Ex3FYW1vT3LF6Z2cHrVYLLpcLx44d03TbUvA8j9OnT2MwGByZ3oggnZSw2+1YW1vTlqzt7AAf/KDglk3k+dWvFipK55+vyS54np8Z7Za23IBnppqoYkFp7v/eLQHEsSbiSBN67HUZ1Ov1M8GwRD6PysmcRvypRSZ1v7ZarSwgVqvR/vF4zCJAxNUhm83GqkNqzgfHcajX66hWqws7XgPzp8zUEqJ5gbNKJ80AQVBcKBQYaVXjfE0ELZ/PM92aFpUmm82GRCKBJ554ApdeeikjOs997nPx4IMPzpVBDAYDZDIZdl68Xi9isZiiFmC1WkWhUAAgkKpUKqWIUIv9kUwmE44dO7bn81ettEOAy+Va6qQVVY0oB0xrx+pwODxzQV2mySCx+FOnTrGLw2FFhkhB5mLUT+/1enj66acVj7Lui1RKMIP8L/8FuOkm4ItfFDLYvvxl4JJLgBtvFH4usC+KfKCVEcdxbOyfpp6IPIlJE0V6WK3WMy78VCvwPD8TS0IPynOjTLe9oNPpGAEiEmS1WmEymY68AkeVGmqTSVt5drt9JhNNq322223U6/WZtpYWESCj0YhNYlIFXq3jNYAZGwyC0+lEOBxWXG3qdrsoFovs+6MmcBYQXmOxWGTHRDltSsbvgd0CbZPJxATaciG1AtDpdIhEIggEAnj00Udx2WWXseraeeedhwceeIAFdhOkAmuDwYB4PK6oykMu2vR5crvdSCQSikhVrVZDPp8HIBC7VCq1lOGUFTFSABLJEZZRbKPR/WU4VtM4eKPRQLFYZNN1y4LZbMba2hq2t7dRq9XYCvMoQCtRh8OBTCaDXq/HqkjxeFy7L9dzniME0P7kJ4JJ5Gc/Czz8sPD42MeA//SftNkPhJsJibKBZ6oJJAgmTQzP86xFNG8bFJYqflCuGP087IqTODqE4ziWuUY/pZlscjzGdDodC4WVEsQzgQCJQS1UCogVt/B1Ot1MJpqWN4bhcIh6vY5GozEzVbdodQgQ2ifVanWGwJjNZiaoVvoZ6/V6KJfLM8TN5XIhHA4rJm29Xg/FYpEREBq9D4VCiojavIk1j8eDSCSiqLrDcRxKpRITJet0OoRCIQSDQUXnia5z9N0Xmz3+0z/9E6644gqmM7rwwgvxd3/3d7s6FaPRiGk1AYF0JhIJxa7i4lF+pXoknueRy+UYgVPqj6QUK2KkEOI+5rwbzaKgkm2hUEC5XFZUcpWDUCiERqOBTqeDXq+njRh5H9CFqlQqIZfLsXbEUcFsNmNjY4P5RrXbbTz11FOsV6/ZuT73XEGcfcstwJ//OfC3fwu8/vXabHsP6HQ6VukgAkotJNLMiFtI4oBXsdvxXtumIFa9Xs9yySjmQ5xZNg/i7DN68Dw/k5XG8/xMjpqa1y8leER+6M9nEvkRYzqdMpPXeS0yIsFkGaJlpY/jODZYIt6vwWBg1SG1mkRqA1Wr1ZkqpsPhQCAQUOzbRtWzcrk8o6lSG7XT7/fZdYCgxvV63sSaw+FANBpVdEzzIkXUtM04jkOxWGSTbwaDgY3x63Q6fOMb38CrX/1q9n6/5CUvwX333Tdzf5unR1JKaMgFu1QqsVH+VCql6JyITR8BQS+r6bV6DlbESCHEbwbdXLQWXVLViHr7WlZZLBYLfD4f6vU6SqXS0qtGgEDG+v0+2u02dnZ2cOLEiSMRqhJo9eVyuZh1fqFQQKPRQDwe15YsHjsmCLP/9E+BI3C2pjbavIsqx3Gs1TSZTGZaUOIKDSBc4Kg6c5ggAkbVK/rdaDTCZDLN/H62hcdOJhMWEEvCejGWadMgDogVj8QD2rhekyFjrVab0Q95PB4EAgHFBIZae+VyeSYk1uPxIBQKKW4hzosBUeN6rdXEGiBoZwqFAlukWCwWxGIxRaLieWP8Xq8X0WiUXXO/8pWv4PWvfz3Ti73yla/El770pZn3RFolstvtSCQSis7zeDxGJpNh21DaOgNm9UR6vR7JZPJQppxXxGgBkJAsosD9WA70ej2CwSAKhQLLOdO6alSv1w+taqTT6bC2toZTp06xtOX19fUjFwRbrVYcP36crdAGgwFOnz4Nn8+HcDisbe/6DIz7MBgMbKJqL1A1ZzKZsIqOuLojrQDRc6SgqpL4d6o8EaEhEkRVKapIPVswnU7R6/UYEZJWhfR6PRwOx1JaZIS9WmUWiwVerxder3eh/Q4GAxYBQp8Dg8HArCiUbnteJhq1xYPBoOIBinmEyOPxIBwOK7rpzxNoq5lYA4T3pFAosKoV5VwqqcwAwmvL5XKsMjdvjP/zn/88rr76akaaXvva1+Luu+9mr510PMVikVWJSI+k5FharRay2Sw4jlPlgj0vby2ZTCp6j4bD4UzbVglWxGhBVKtVxRk9cuD3+1Eul5dSNTKbzUxrdFhVI4PBgGPHjuHUqVPo9XrI5XLMnfQoQVoCt9vNqkb1eh3NZhPBYBCBQOBZI1BWA3ELbQVlIM1Xt9tFp9NBt9vdZfdhsVjgcrngdDqXFgdCFg+NRmOGjJGQ2uv1LlSR2isCxGq1IhAIqPI02isTTU1ILLA3IQqFQorbhPME2qFQSNHYPLBbRwSARYoo1TVJ9UjhcBjBYHDmPf2bv/kbvP3tb2efwauvvhp33nkn29dwOEQ2m2WvS02ViOM4FAoF5venhtBIRdpq9ESdTodNYavBihgtAIPBwHrLWge0UtWIHLGXUTU6TK0RINwEkskktre30Wg0YDablxZsqxRGoxFra2vw+XwoFApMe1CtVhEOhxXHD6zw7xOj0WiGCEnbYwaDgU0WOp3OpcW98DyPdruNRqMxo58BtAuInTduT9sPBAJwOByKr1mTyQS1Wg3VanXhTDRgPiFyu90Ih8OKCdFgMECxWGTnkybNlBK1eXokp9OJaDSq6JiomlYsFtnnbK9oko997GO49tpr2Z+vueYafOITn2D3MPHUGmVsKq1YiQ0fAcG0OBwOKxaLk7+R2kqT2A5ArTZuRYwWALFgqhppvaqmqtFoNEK73dY0Q41K541GA+Vyeem+RgSXy4V4PI5cLodSqQSTyXRkk2rz4HA4cPz4cbRaLRSLRYxGI+TzeVQqFTZOvCJIKxBGo9GMt5Q0GoRCYokILdOAU6wbarVaM9Upm83GYkAWrW73+33UarUZR+lFI0DG4zEqlQrq9frCmWgAmFO8uJWilhDN80dS024nIXqhUJjRI0WjUcW6mX6/z6xHAKELEIvF5m7n1ltvxfXXX8/+fN111+EjH/kIdDrdrvBZp9OJeDxqD56wAAAgAElEQVSu6D3keR7FYpFVrEwmExKJhGJtVLVaRbFYVC3Snje5ptb0cUWMFoDJZILFYsFwOEStVkMoFNJ0+9SbJzavVMx3EKhqdBi+RmJQ7EW5XEY2m4XRaDz02JD9QKJOt9vNROrj8ZhNCqr1W1nh7AY5ZJO5ZrfbnRsPYrPZWAzPstpj4mPq9/vMDV1coTKZTIwMLep0z/M8Wq0WarXazHSZxWJBIBBQNW4PPJOJJnaptlqtCAaDqnzc+v0+yuWyJhWi8XiMUqk0EwPldrsRiUQUi7273S6rRANChZoq0UpeozQ0dr823nQ6xS233IJbbrmF/d2NN96ID33oQ6zlReedfImUJi5I7QCUGj7Sa8pkMsw2QI1IezQaIZ1O75pck1ZL5WJ1ZV8QwWAQ2WyWVRS0vghStAYlditxcD0IFouFuYKWy+W59u/LQjgcxmg0QrPZRDqdxsbGxpGO8c8D6Y/ElTW6WFYqlYViEFY480GkQ2yiOW8qz2azsfw6u91+KHqswWDAJsrE5MxgMMDj8cDj8cButy+8kCI/tVqtNuMV5fF44Pf7Ve2DROjlcpndDAGhWhsMBhVnogHzx+7VEqLJZIJyuYxarcYqYk6nE5FIRPE1ajgcolgsMqKmJjAWmJ+z5vF4EI1G51atptMprr/+evzZn/0Z+7sPf/jDuOGGG+aGz0ajUcXHQ9dBQCB6RKyUoN1uI5vNYjKZqGqdAbOTa2Tmu2g8yIoYLQiv18sqCvV6HYFAQNPtm0wmeL1e1svXkhgBQtWo2Wyi1WphMBgc2k1ep9MhkUhgMpmg2+1ie3sbGxsbS3UWVwsSffp8PjSbTVQqFTZ9U6vVFgrOXOHMwXg8niFC/X5/14QdRa4QCTosIgQ8M2XTbDZnPNT0ej1cLhc8Hg+cTufCn0GauKrVajNEg4KOfT6fKm2U1plowHyTR7Wiao7jUKlUUK1WGfmw2+2IRCKKr7tUEScfIUBd+w0QyEM+n5/JWYvFYnseE8/zuPbaa/GJT3yC/d1HPvIRvOtd78Lm5ua+U2ty0O12kc1m2fF4PB7EYjHFOitx+430p0o1VuVyGaVSCYBwXlKplCZRTytitCBoBUA6FKWCNTkIBAIsuHE8Hmsq2KRsJQpLPMyqEcWGbG5uYjAYYHNzE8ePHz9jE+N1Oh28Xi88Hg+63S5qtRparRa7kRYKBU1X6yssD2RqSUSo3+/PbYsZDAZGgCio9zDJL1VVm83mjAknuV9rIaIm0OKuXq/PnAuHw8EmN9V8pudNmNF3KRgMqloMkcmjuOKkZuweED4L1WoVlUqFESKbzYZwOKy4ejWPXLlcLkQiEVVi70KhwF6jnJw1juPw9re/HXfeeScA4Tx//OMfx5VXXomnn36a/d28qTU5r01sGqm2StTv95HJZBi59/v9iEajij7D0vabz+dDLBbT7Lu5IkYawOfzsaoRhdZpCavVCrvdjl6vh1qtprlvEmWoHXbVCBC+7Ovr69jc3MRwOMTm5iY2NjbOWHIEPHNTcjqdu24mVEUyGo2MJGltzreCMhAJIiLU7/f3dK23WCyMADkcDpjN5kN/7ygkVkqGAKGlQ/o3LSpVVB2ihRdBr9czMbXaKq74+yCeMPP7/aosTvZyvfZ6vapMHnmeZ4SIjk+tOSORv1KpxLZls9kQjUYVV2QmkwlKpRIjIHJz1sbjMd70pjfhnnvuASCc64997GP4xV/8RVaZ2Wtq7SC0223kcjlGbNW036Qu2GqJlXRyLR6Paz7AsyJGGoBaLeVyGZVKRXNiBAhVo16vh3q9jnA4rOnFWlw1KpfLSCaTmm1bDoxGIyNHo9HorCBHBJPJhHA4jFAohE6nw9qSk8kE1WoV1WqVictdLpfmcQ4rPANx/In4IZ0UIxiNRmZwSWToqN6b/ciQw+FgZEgrwT/5o4mdqQFo0hYmQbXYUXuRCTMib6VSacb1mgiR0usEkZhyucw0Y2QdolTwPZ1O0Ww2USwW2Xk0m82IRCKKK2xE1MrlMqs2yRV7DwYDvP71r8dXv/pVAML5/su//EtcdNFFmEwm+06t7YfxeIx8Ps9Is5qJM2C3R5Lb7UY8Hlf0eZaaPprNZqRSqaUs5FfESCMEAgHWO1+GLxBdFClcUsvRfUDQGtGFWU05elGYTCZsbGycleQIEC7URH54nt9FkqiqROPbJNY97NbMswEUT0LZb5QDR4G582AymViOnN1uh9VqXZqHkBxQNhpVaqUVrGWQof2qQ4sOEtC2q9XqTHvLbrcjGAyqmqjdKwZEres1z/PM1JYIES1slPrE7eV8rWbSbB65slqtiEajsghIt9vFa17zGjz44IPsuX/+53+Oiy++WHX4rDQnDRDucZFIRPF2xGP4er0esVhM8fmWxot4PB7E4/GlLWRWxEgjUOuk0WigWq1qToxohUReH1oTI5vNBpfLhXa7jVKpdOhVI2A+OTp27NhZN/Wl1+vhdrvhdrvB8zwz/Gu322zcW5ziTRUL8Q171XoTbmSj0Wgm/JZ+34sA6XQ6WCwWWCwWFlhstVrPCGsFmsZqtVrssyCG0+lknxstj5cmyxqNhubVISIb1Wp1htwtIqgmolAul2diQMj1Wm2siDjPjEiMGpuBXq+HYrHIvsNkxquUfADzx/iVxIq0Wi1cccUV+Pa3vw1AuI7fdtttuOCCC1S3zfr9PnK5HDsmm82GeDyuaiJPXCVyOBxIJBKKj0caLxKPxzU3PJbi6K8WzyIEAgFmrraMcFmfz4dKpYJ2u625CBsQtEbtdhvNZlPVVIcWIHK0tbXFNEepVErzabzDAk0MUUL2cDhkrsg0/k3ibQJlmFmtVnaTt1gsz7oWHGWwUZDteDzGaDRij4MCa81mMyNA9NNsNp9RFTgixlQZEo+8k1aNyJCW7y85X9dqtRk9DmmHfD7fQt/v8XiMarWKer3OXhNtOxAIqKr0EsmqVCqMNC4SA0KEiExyAYF4kIu2GtNIqfO13+9HKBRSfGzSMX415KpWq+Gyyy7DY489BkAg1p/4xCdwwQUXKA6fBXZHi6h1wJ5XJYpGo4oraTzPo1AoMK2VmngRtVgRIw1BeoV+v496va654SMJQ3u9HhqNhubbt9lsRzahJgaRo+3tbfT7fWxtbWFtbW0p2q3DBpGcQCDADAPJLJA0MRzHsaBRMYxGIywWC8xmM0wmE0wmE/vdaDSeMYSACA/HcZhMJphMJhiPxzO/058Pgl6vZ+eMiBD9fqa8Ximo3d1ut9HpdGaqW0SU3W43nE6n5mR3MBiw6pCYhDkcDvh8PrjdbtXnjXydKpXKTCvOZDIhEAjA5/Opej3zptYMBgMCgYCqRIF5FSeDwYBQKKSKEI1GI5RKpRkTSq/Xi3A4rJgASoXVgLox/lKphJe97GX44Q9/CEBoLd1xxx245JJLVBGZVquFfD4/Ey0Si8UUL74HgwGy2SyrNqmtEvV6PWQyGUZo1bbx5k2aysGKGGkMn8/HiJHScUg58Hq9jBgtY/tHOaEmhtFoxMbGBtLpNNrtNtLpNEaj0VJe81FB3PahqQqe5zEcDtHv95l2ZjgcMlJBvk/zoNfrYTQaYTAY2E9KqRen1YvT7fc6l9PpdNeD5/ldD47jdj32anPtdQ7EJE/8IMJ3poMIbrvdZvYNYhiNRlYVUpMfdhA4jkOz2US9Xp/xBzIajaw6tIhWj1yvyWiW4HA4EAgEVDvy05i8OBeNKjpqSBbd4Eul0gwhojBopYRontGjWtPIecJqNfloALCzs4OXvvSlbPw+EAjgnnvuwcUXX6yqcpXP59kizGQyIR6PKxZp8zyPcrmMcrkMAKqrRFJvIqPRiEQioUo0nslkZlzLleDMv+qcZfB4PMyMq9/va641ou2T2FRrt+ijnlATg3yOCoUCK82ORiNN/SrONOj1elZ5FIPjOEaSqOVElZfxeMyIy14TWEcBo9E48yCiQz/NZjMja2cbeJ5Hr9djlSHpebdarawytIx8NHEumnj6CxB8c/x+vyoHaTFo3L5er7NKAsXlBAIB1dceasPVarWZXLRQKKRK80Mi7VKpxITQ1JpSU3Ga50XkcDgQiUQUX8/nBb0qEVZLt/X444/jl37pl5DJZAAAsVgMDzzwAJ73vOcp2hY5V1erVUynU+bHFwqFVOmkxIaPlIeptNo0HA6RyWQY+VYzuQYI1gKZTIZVrNVgRYw0BlnyNxoN1Ot1zYmRwWCAy+VCq9VCo9FYSozGUU+oiUE28WazGfl8HvV6HYPBAMlk8qyZWNMCYqNBKYgUiatK4uqN+Ke0AiR1diaIK0viCpP0YTAYdj2orXc2Ep79MB6PGRHqdrszlTGdTgeHw8H0ZMv6bI5GI3ZtEbcJzGYzfD4fvF7vQtpDapdVq9WZ0FRyvV4kI3A4HLJcNPrcWSwWhEIhVbloexEiSrxXSojmpd4TiVFa6aOptUKhwKpXJpMJkUhE1Wvtdrv4zne+gze/+c1sXH19fR0PP/wwNjY2FB2XNMjW6XQiFospvs5Lc9uMRiNisZhiycM8TVI8HldlnVAsFllMidVqVe35tyJGSwBla7VaLcTj8aW004i4RKNRzbcvnlArl8tYW1vTdPtqQIJOCgo8deoUEomE5tN5ZyN0Oh0jJWdipMrZCqoKkd5L6i9kNBqZeHqZ/lTUyqrX67uE1B6PBz6fb2ETUZ7n0Ww2Ua1WZ16n3W5HIBBQ7XoNgOmSxERLizH+eYRIrXEkmTOKfY3UeBEBwustFAozU2t7Bb0eBBJpf+9738M73vEOJoz+qZ/6KXzzm99EIpGQva3BYIB8Ps+Oy2QyMW8jNfYC+Xx+obw1YPfkmtPpRCKRWLjaRG7aUp2mXKyI0RJAF0kS0WqdHE95SKQ3WTQwbx5CoRCbUItEIkfq+UJwuVw455xzGDna2dlRJcpbYYV5IK0QESFpVQgQbuhOpxMul2spLTLxsZBWsdlszhyHw+Fg0TSLfu5HoxFrl9FNTot2GbX6KpXKzM3J6XQiFAqpmjKd52u06NRaq9ViLXpAva8RIJzLYrHICOAiU2s0IVar1fCjH/0I73znO9l2n//85+Mb3/gGwuGw7G2JozzUehsBAgHJ5XKMXKnNW9Nqck3qt6TX65FIJBYe1FkRoyWALiyUpaU1MSKfHNIXLIMYUdum1+uhWq0iGo1qvg81MJvN2NjYYAGE1WoVvV4PiUTirPM7WuHoQYsLIkPSKRaqCtFj2WJwapU1Go0Z3RKFSS8qpAb2Dok1mUwsJFbt66RqAgUtEzweD4LBoCqiNa9CRDEZagmR1Jxxkam1eSJtj8eDSCSiyoRS3M77wQ9+gHe/+93sfTr//PNx//33y4rAINJQLBYZ6VXrbcTzPCqVCsrlMtMkqSVX0sk1p9OJeDyuasIv+//aO/MwKco7j397+r57pmf6mBkvFEVR0IgCGh+PxGNNYlaTeJ+YJ8YjrsvjqhtdwTXRGBM3a8yaC0RZJWiMeXy8Vo2CUUGNoiSCoIAC0/c1Bz191/4xvC9V1dVz1FvVPQPv53n6AYbpqrerq6u+/Tu+v74+emzUdsApwYWRTng8HiqM9Eqn6ZmuA0aiRl988QUymcyYc3qaCXFPdTqd9AO2ZcsW1cWDnH0H4itExJA8PUacyYkQ0jMqRKhWqzRVJu5oI1+AfD6fJt1s1WoV2WwWmUxGIrpYu8uAxoNi1bpUA41TZmojRMBIrU48HqfHmaVIW6nTzOl0IhQKTVgAktcai8Xoe/P+++/juuuuo2s96aST8Nxzz42rfGDXrl2IRqP0uFmtVlXeRsBIMTNpKALU1ySRzrVUKsUUJSJr6uvrQ6VSUT0UdzS4MNIJp9OJtrY2VKtVXbrTxOk6vdJpLpcLVqsVxWKR2g9MJjweD+x2OyKRCA2xE6E4VQ0hOdpSq9UwPDxMxVA+n68rOLdarVQIkc+t3pCoBflyI14TSZVpZfo4PDyMTCYjKXrWYkgsADoTUD4o1u/3qy7U1kMQDQ8PIx6P07Qea8RJqdOMDJ9Vs7ZoNEoFkNFoxEcffYRrrrmGFm6fccYZeOaZZ8a8j5RKJcRiMYlxpBqTRqVtkeJqNXVX+XwefX199PWo7VyrVquIxWK04NtqtaK3t1fzJiQujHSCuNoS+389RoR4PB5ag6CHMCIXj0gkgnQ6Db/fP+k6jcxmM/bff39qUEbcstWYpnGmPqRgmphmKgkhcXrM6XQ27RwhdUP9/f3o7++XtBJbrVZaN6RFKoAUbGcyGUkUipiLer1eJtFVKBSQTqclYstisVCjRzXiktT8JJNJzQSR3GEaUGeoSNY3ODiIeDwu6TRjqUkSG0eS6+0bb7yByy+/nEbezjnnHDz55JOjClh5NAYYKUAOBAITPm4kEpZIJOi2/H4/AoGAKusDcX2T0WhEd3e3KnE1NDSEvr4+elz0rC/lwkhHSFv94OCg6rbB0fB6vXQgpF7pNJ/PR4cbDgwMTEr3aVLT5XK56LcJ4v5LbPYnSxqQoy3ValUigoaHhxWFEBna63Q6YbFYmirwi8Ui+vv76+qGjEYjfD4ffD6fZik7pWJqYCS66vf74XA4VO+nUUG13W5HZ2en6s41Jadqli4zYOQ4JJNJicGf1+tVbT+Sz+cRi8UkUR21NUnEJ0ksYkhN0sqVK3HllVfS1NwFF1yA5cuXNxRx5NjFYjEqtNWm84D6tJnD4UB3d/eE6zeV3LR9Ph9CoZAqoUZqSoERMdrT06NLMIDAhZGOkDeuUCjoMjutGek08o2NfBuZjMKIYDQa0dPTA5/PRwczkqJIte63nMkDsfgXR4TkU+mBPULI4XDA6XTCarU2PdJZqVSoGBK7RZNIr8/nYzZgJDQqpibeQ+3t7czeRkoF1W63mw6KVSuI5LPMWAURGbmRzWap6HC73QgGg6qaM+QRJxLVUVNzqVQM7XA4qPv1fffdh9tvv52u+6qrrsLvfve7hvvJ5/OIRqP0/DKbzQiFQqoEaqlUQjQapefPRIfZjrYti8WC7u5uVfcnuXmkWluAicKFkY6YzWZao7Nr1y7NRYU4nTYwMKCbgu7o6EAqlcLw8DDy+bzmaUGtcTqdmDZtmmQ8ADH+IiZ1PMU2+SH1eeS8y+fzkigIwWKxUBHkcDiaHhESr5f4i8n9U1wuF3w+H9xut2YX9UqlQoupxd10WhRTA3uKtdPpdF1Btd/vV12bRIbFJpNJTWajkbXKozBq3aoB5ZlmauejAaCF1UTIWywWhEIhuN1uJBIJnHvuuXj55Zfp719//fV48MEHFb/IyW0BWHySlFJwatNmgiAglUrRFByLm7Y8Bad2NIhauDDSGafTqZswAka+DRFhFA6HdbkhmM1m6uadTqcnvTAC9qTXiK1BIpFAuVym83zEPi2TrW5qX6RWq6FQKFAhNDw8rBgNMhgMsNlsEiHUynlqZIp9f38/BgcHJWk8u91Oi6i1EuJiZ2px0bZWxdTAyI03nU4jm83SlA5rQTWwp3MtmUzS9AqZZdbR0aFaEKXTaaRSKbpWu92OYDCoqpNPaXtqZ5oB9WaPRqMRgUCA1mG99tpruOSSSxCLxQCMnN+LFi3CnXfeWbd2JRHj8/lU+cwpOWA7nU6Ew2FVr3PXrl2IRCL0M6s2BQeMiMhIJELXpTZKROZOqoELI51xOp3IZDINB3+yIjZ71GN2GsHv91PfpFAoNGUiLuQbLnELJ75HpADWZrPRotep8pqmOnIRVCgU6trmCSaTiXpqORwO2Gy2lqdDSct/LpfD4OCgxHzRarXC6/XC6/Vq6kJerVaRy+WQyWQkF3ubzYaOjg5VM8bk5PN5pFIpSaEyKdZm2X61WkUmk0EqlaobFqumRgdQHt9htVppZ5gaN225+7XamWbAyPiYeDwuKawmxdCk/GHRokW4++67qcgJhUL43//9X3zlK1+pW5u8jsjhcCAcDqu63is5YKtNwVUqFcRiMfo6jUYjQqGQqhScfFsstUTDw8PYuXOn5FyeCFwY6QxpGycT0rX+dtvW1ibpftNLGNnt9klp+DheSATJ6/VKZkEVCgXEYjHEYjHN26T3dQRBoIJd/Gj0Lc5oNNIBuuQxWcQqKTzu7+/HwMCAJKVHIqper1dz3yPSai92vybnckdHB3P0lnRapVIpSfea0+lEZ2cnUx2UUis/y7BYQDnqZLFYEAgEmOatif2DWISC3AgRqDd77OvrwyWXXILVq1fT551++ulYvnx5XZOOlnVExE2bFDGzpLqU6qXa29sRDAZV2R/IR4yo7TgTBIFmBcg8SDVwYaQzZIp4qVTC8PCwLjlSsTAar028Gjo7O7F9+3Zks1kEAoGWf3NXi91uR29vL0KhEI0ckWJeUuzncDjgdrubZvI3lSECqFgsolgsUvFTKBQaXpjkIshms8FsNk+q4ywIAo0uDgwMSNrrTSYTLaLWOh1LanCy2aykcNtqtdLoEKtwJxEouSEjcahmcZEvl8tIpVKSVJzFYqGCSG2hNhFEZL0srfLASPqHNGkA9Wmuia5P7m1kt9sRDocl4vXFF1/E5ZdfTgedGo1G3H333bj11lsl+9SyjkhLB2xgRKxHIhF63Gw2G7q7u1WJ9FKphEgkQmvyrFYrenp6VG1LPi/N4/Ggu7t7wtsBppAw+vGPf4znn38eH374ISwWCw23jYYgCLjrrrvw29/+FtlsFnPnzsWvfvUrzJw5swkr3oPD4UCpVEI+n9dNGAEjJ6weUSkCmRpeKpWQzWbh9/t12U+zMJlMtOBT3lJNin3j8biky4mkcybTDbxZVKtVFItFlEollEol+vdisTjqNzOr1QqbzSZ5TJZIkJzRvIaMRiM8Hg+8Xq8mTtRyyGy0XC4niQ55PB4aHWLdJ2nnz2QykvohLZoSisUirU0i0RKbzYauri6mVn5xjSAw8rnt6upS7ZdUKBQQj8dp1xSJnKi19RgaGkIsFqPpYBLVcblc2Lx5M9auXUsf69evp8/r7e3FihUr8OUvf5n+TKmInMWTTUsHbHlBOot5pHxWGsuIEXnRd1tbG7q7u+H1eiVdmhNhygijUqmE73znO5g/fz6WLFkyruf89Kc/xQMPPIBly5bh0EMPxY9+9COcfvrp2LRpU9Oq24ERYZTL5SShai2xWCy6dr8RSKtqNBpFOp1W9YGYrFitVgQCAQQCARSLRckgUdJ6LR4OKY502Gw2WK3WKRtBI9RqNZTLZZTLZSp+xH9X6ggTQ85DcjxsNhssFsukPy5iMTQwMCDp8CJjOYgY0vq1kKn2mUxGEh2yWCxob29nmlsmhqTAxRPuWQ0ZCYVCAclkUrJth8OBrq4u1ak4kl5JJBI0xcXiHQSMRLJIKz+BRXQUi0XEYjF68x0YGMD27duxYcMGvPPOO3jnnXckx0TM17/+dSxbtox+uVSKOLHUESlFnFhEjDzi5PV6Vdea5vN5RCIRKtYcDgd6enpU1eQpzV3r6elh/uI1ZYTRXXfdBQBYtmzZuH5fEAT84he/wO23347zzjsPAPDoo48iGAziiSeewDXXXKPXUusgYUFiPqeHmHC5XLoLI2CP4WOpVMLg4OC45vZMNaxWKy06FTspk4f4Z2KIMLBYLDCbzbBYLLBYLDCZTDAajS0RkSTPXq1WUa1WUS6XUalU6IMIoXK5PKbwAfakhslrJa93KgggMYIgoFAoUMErF0Nut5uahurxugqFAh3TIY62keiQFhEp0nlEGg4IWrXz5/N5JJNJybdyl8uFrq4u1SN5yJqJzQawp3NNrQ9ZtVpFMplEOp2mURiPx4NgMKjqZlypVBCJRPDOO+9g/fr1WL9+Pf7xj39g69atoz6vra0NRx11FL73ve/h2muvpcdentIzm80Ih8Oq3h+lGie1tT9AfY2T1WpVPXJJ3oLPMitNXktE5meqTavKmTLCaKJs27YNsVgMZ5xxBv2Z1WrFySefjLfffrupwogYzNVqNZRKJU27VQhOpxPpdFq37jcCCbuTDx/rxXWyQ4rbSehZEAQUi0VJN1WhUEC1WqWRlUaYTCb6MBqNaGtrQ1tbG/27wWCoe5B9EgRBoI9arUb/JOJH/GelUkG1Wq1zgh7r9ZrNZomwE/99KheljxUZ0lsMNYoOaTHVXkwj/yGxRYVaiJlkKpWSXGs8Hg+6urpUb1tJELEMeAWUO9eIoeJEa1gikQjefvttrFq1CmvXrsXHH3/csJOSEAwGMW/ePPqYM2eOJIWldR2RvP2eJeJUqVQQj8dpdK2trQ2BQEDVWCglF2yv14twOKx67l1fXx89/mrnro3GXiuMiC+EvMo/GAziiy++aPg8UkBKUNvuJ4Z4r5D2ZD2EEfmg69X9JqazsxPpdBrDw8MYGhpqalqy1ZD3UlycKu6+kqefxJEYEqVp1bqNRiNMJhPMZrNEpBEhZDabWxbZ0gvSTTYwMFBXQG0wGKgYcrvdukW8lDrLAG2jQ0Bj/yEt6oeU5pgBIxHkrq4u1de0RgNjWQSRUuu91WqldT9jHetCoYAPPvhAUhu0Y8eOUZ9jsVjwpS99SSKE9t9/f8V9NaojUhvVkXslsXSuCYKATCaDRCJBr1tqvZKAkftRNBqlxdUsLti1Wg2JREJSuB4Oh1V1I45FS4XR4sWLaYqsEe+99x7mzJmjeh/yAzZWKuvee+8dc01qsNvtVBj5fD7Nt28ymWidUT6f1zXFRUYNpNNpGjXalzEYDFRYKEGiOOIUFonqiKM94mgQeZDti/dlMBhohEn8J4k8kT9JZMpkMkkiUHs7xGeIiCFxipBEhjwej65iqFqt0uiQWEhoXTtEOueI4SNBC/8hYE+USzy2g3jy+P1+1QNvGwkiMvFerSCa6JBXQRCwbds2iQj68MMPJdFEJQ488ECJCDr66KPHFIdKdUQsc83kxdAs7fdAfaG2zWZDOBxWlTaTm1Gyrm1oaAiRSISeg5+BjFIAACAASURBVKTjTK8AQEuF0Q033IALL7xw1N858MADVW2b+OzEYjGEw2H680QiMepA13//93/HwoUL6b8HBgaw3377qVqDGBJhGCv8yoLD4WiKMAJGokZkcvdUGBPSSkjKbLJ2Yu0NVKtVDA0NUdsKcWTGaDRSMaRXmgzYk6rLZrN1vkMejwft7e2aRYdqtRqtHxKn5VwuF/x+P/McNpKGEqfjWOeYAaMLIpbtKrXeKxVqDwwM4L333qMi6J133kEymRx123a7HUceeSTmzZuHU089FfPnz5+wj5uWfkRKUR2W9vtyuYxYLEZTesS2QG1zjXwQrdPpRHd3t+p6LnFKz2Qyobu7W/f7W0uFEWmR1IODDjoIoVAIr7zyCo455hgAI6Hm1atX47777mv4PFJQqjVEGKm1KB8Pdru9zvtEL8xmM3w+H/UWOeCAA3TfJ4cjplwuY3BwEIODgxgaGpLUUundWi+GeAJls9m66BDxHdLqmy2Zj5ZOp2nUwWAwwOfzwe/3M/kPke0TQSR3qW5vb1ddY9ZIEHV0dKCzs1P18RkeHkY8HqepGnHrvcFgwMaNGyXRoI8//njMmrvp06dj5syZmDVrFmbNmoU5c+aormHRso4IGImcRKNReh9hjeqQqD8R8SwpvVKphFgsRiOXJpMJ4XBYtfiTmz52dHQgGAw2pc5xytQYbd++HZlMBtu3b0e1WsWHH34IADjkkENovnLGjBm49957ce6558JgMOCmm27CPffcg+nTp2P69Om455574HA4cPHFFzd9/URskVSKHiFAEo7Vs/tNTGdnJ7LZLAYHB1EoFJgvyhzOaJDCdxIVkn8BsFgs8Hg88Hg8us/AIyksEh0Spz219B0iFAoFpNNp5HI5ui+S0maZX0ZoZMrY2dnJlI7TSxDJp94TPvvsM/zhD3/A2rVr8e67745ZI9re3o558+Zh7ty5mDlzJvbbbz8qMlhmhyl1h7HU6shFh9ZRHbvdju7ublUpPSWBpXYQLaBs+qi2E04tU0YY3XnnnXj00Ufpv0kU6PXXX8cpp5wCANi0aZPEN+KWW27B8PAwrrvuOmrw+PLLL7ekJsZoNMJsNqNcLqNYLOoijIjxoJ7db2KsVis8Hg8GBgaQyWRUu4xyOI0g9UIkMiSv/bDb7bReiHR/6kmlUqHRIXH0V0tXagLpAEun0/QmAYx8zv1+P7xeL3NasFgsIpVKSQSXzWZDZ2cnU1GrXoKIeBElEgls3rwZH330ET755BN89NFHY7bLG41GzJo1S1IbdMghh1CDRiISJlKorfS6tewOUxocS2auqY3qRKNRarFgMpkQDAZVt7nLI1gsw2PlRo0spo/AyJeJ8RhBKzFlhNGyZcvG9DCSh0gNBgMWL16MxYsX67ewCWC1Wqkw0kP9GgwGWK1W2kKutzACRj6kAwMDyOVyTQtzcvZuSqUShoaGFFNkBoMBLpcLbrcbbre7KXVbJDqUyWQkE+3FM8u0jFCRkSDpdFoivjweD/x+vyaRqOHhYSSTSUlEhdWUEdBPEH3++ed49dVX8eabb2L9+vXYsGHDmGUJ4XAY8+fPpxGhY489VnLdzefz+Pzzz6nHk9FoRDAYVOWrA4wc02g0SrfHWkckF1isESy5wGKJ6ijVJakdHguM1IhFIhH6nrLUJZHXmkwmVdvXTBlhtDdACuNG87phxWazUWGkp9Ejwel00m64/v5+dHR06L5Pzt4FMcwkYkh+wyNzydxuty7u040ol8s0OiT+zNpsNrS3t2saHQL2jOvIZrO0rqKtrQ3t7e1MHWAEYl2QSqUkEShWU0aybXk7v9qi6nw+T9vl16xZgzVr1iAajY76HKvVimOPPVYSDert7VW8Scvrfoijf1dXl2qREI/HaXRCi0hHJBLRTGCRtJlWAkueNmOp/ZEXV7MKrHw+j76+PonAUgMXRk2EqF+9C7BzuZyu3W9iDAYD2tvbEYvFkMlkuDDijAvinE7GrshnrTkcDhoZauZsOpK+ymazkmhKW1sbjQ5puR7SyZZKpST7I+M6tBBf5OaYTCYldVlerxddXV1MtYGNjBnHK4gEQcBnn31WN09sLL+vadOmSUTQ7NmzxxSOSg7YPp8PgUBAlehUEgksozLkztCsAkvuIcQisID6tBlLXRKxLojFYvRLAEvhd7VaRSKRQDqdBjAisFhKO7gwaiLkwzeWRwYLRHw1SxgBIyd0PB6nkSpehM2RQ2qFSFRIHjU1mUxUCDmdTl0NSpUol8vIZrPIZrOSz6fdbkdHRwc8Ho+m0SHSdSNvt9dqXAfZRy6XQyqVojcz8kWms7OTKQKlVhD19/fj3XfflbTLk5tZIxwOB4477jiceOKJmD9/PubOnYuurq5xr1XJAZvFP4gITXFdkt1uRzgcVmVbojSLjKX9Xi4AWT2EtE6bySNirMXVg4ODiEQi9HPr8/kQCoVgMplUGzRzYdREyLcIPYURESXlchm1Wq0paQej0QiXy4XBwUH09/dzYcShHWRECOXz+boawFZFhcRrHBwcpJ2VhLa2Nvh8Phod0pJG7fZajOsg1Go1ZLNZpFIpiQcRa50PMLogkhszVqtVbNiwQRIN2rhx46jt8gaDAQcffDBmzZqFo48+Gqeddhrmzp2ras1krWS2I8BWWA2M3NSj0SitXWEtXpYPVLVarQiHw6qcoYnYjsVi9Nxyu90IhUKqanUEQUA6nUYikdAkbSZ3rjYYDHTMiJr7VKVSQTQapYLNbDaju7tbk+YqLoyaCBFGZKCnHoXKxO24Wq2iWCxqcqEdD16vlwqjQCCwz7gsc/ZQqVQwNDREH/J0iNlspnPnXC5Xywr1i8UistkscrmcZI0OhwPt7e2adHvJUWq3NxqN8Pv9mrTbA8oeRGQAa0dHB9PxHo8gSiQSkkjQu+++K6llUsLv92POnDk4/PDDccQRR+DII4+kY0bk5owTQW74aDKZEAgEVBdWN3KZVuvSLa9LYplFBijXJREPITVonTaT1zm53W6Ew2FVETGlNFxnZycCgYBmn1sujJoIGdVQq9VQLpd1uzFYrVbk83kUCoWmCSMS+i+VSk3dL6d1iNNju3btqkvfGgwGOJ1OKoSa0U4/2lqJrYR40rzRaKQjOrTu4mxU7Kxluz0wcpNNp9PIZDL0m73ZbKamjCz7IFGIZDIpEURutxs7d+7Eq6++SsXQtm3bRt2WyWTC0Ucfjblz52LevHk46qij4HQ6NZuRBoyI3lgsRiOArAJGKWrCkuZS2p449TNR5LU1rHVJWqfN5PYArIJNLgBtNht6eno0v99wYdRkTCYTSqWSrsNEbTYb8vm8rt1vcsTptKGhIS6M9kIEQUChUKARIaX0mM1mo0LI4XA0rYNMiUYjOoARId/e3q5JLY8cMl9MXNtD9tnZ2amZ8aNeHkSAVBAVCgXEYjH8/e9/p95B69atG7OJpLe3V1Ig/aUvfQl2ux35fB7xeJyKadIVxpLmk0d0gJHax0AgoNrSgdQRiV2mSRpODUpRGJa6JHnaTGvBxuKXJDe4JO+x2qiO0uy1YDCoOsI2FlwYNRkijMSDLbWGfDD07H5TQiyMJlIcyZmcCIKAUqkkiQrJz1tSNE0ezS6aVqKRCaPZbKbRIT38jyqVCo3ciNvtybgOrSJSenkQASPveSQSweuvv44PPvgA69evx/r168ecJ2az2TBnzhwqgubOnYve3t66dX/xxReSaE57ezu6urpUvx/kBpxKpegN3e12IxgMqq4Pk3dzsfobKblWa1m8bLFYEA6HVdfWyD2EWNJmQP3AVxZ7AKXtuVwudHd3M9tXjEbrr2L7GOTGoWfEqBm2AEqQb1L5fL5phd8cbRHXCe3atauuUaCtrU2SHrNYLJOinqxWq9E2e3EhtR4DXOUUCgWkUinJaBCz2Qy/3880X0xMo7QciUKp7eip1Wr49NNPsWbNGrzxxhtYu3YtNm/ePOYXt+nTp1MBNG/ePMyaNauhuCkWi0gkEpKpBCxt8sCeTq5EIkGvpawRnUqlQru5gJFzh0RN1BYby8eCsJgqap02q1QqiMVitM6JVQDK03AmkwmhUEh19FK+PpbZaxOFC6MmQz4QekaMiDAqlUpNmZlGsFgsdOxJPp9XfYHiNI9qtYpdu3bRqJBcTBsMBtjtdiqE9J5BNlEKhQItpBZ/pux2O3w+n+YmjATid5RKpSTuuna7ndYPaXGctPYgymazde3yxFyvER6PhwqgefPm4fjjjx/X8O9SqYRkMinZvtfrRSAQUB09I8cjHo/Tc5XVn0dpWj1rN5e82Jh1VIbWabNMJoN4PK7J8Fil7bF0rynZFzRzgCzAhVHTIcpebminJeSbmyAIKJfLuoYcxRgMBjgcDvT393NhNEkhBdPkIR/ECuypE3I6nU11mh4vJFUmNzI1mUxUDOllGdGofsjj8dD6IS1QKnqeqAdRpVLBP/7xD7zzzjtUCH3yySejPsdgMODII4+U1AbNmDFjQudAuVymgohEStxuNwKBAFPtYT6fRywWk4zwIJ1mas9ReR0RS7s8UJ+GY42ayO0BWNNmcnsAm82G7u5u1eetfHusaTil4mqW9amFC6Mm0wxhZDAYYLFYUCqVUCqVmiaMgJEPRn9/v+INl9N8yLgNsRCSF0xbLBaJEJoMdUJyarUaBgcHkcvl6lJlbrcbPp9Pl0JqglIrvJbjOggsHkSxWEziGfTee+9JOvCU6OjowOzZszF//nyccsopmDdvnuqbbqVSQSqVkjhLO51OBINBphtbsVhEPB6nNTqsIzwA0IJycR0Ry7R6JVNFljWS7Yk9f1jTZuLRG21tbQgGg6pfr9L2QqGQ6jSc3OOI1b6ADKQl25sok+8KuJdDPiR6CiMAEmHUTMgFkNyAJ1PaZV+AdGKRGiGlzjGz2UxFkNPpbKpwngijdZWRVJnX69VVyCl1fplMJtoKr1Vov1qtIpPJIJVKjcuDqFgsYt26dRIh9MUXX4y6D7PZjMMPPxxHHXUUZs2ahWOOOQazZ89mao8na0+n05ICaLvdjmAwyFTXpdRpxlqbpORHxFJHRPydotEoTXO5XC6Ew2HVaTj59rT2/GGxB9B6ewDo69XC4wiQRrHG8tFqBBdGTYZcJJohjAB9XbaVICmMSqWCSqXSlOnn+zJEPJCIECl8F2MymeqE0GQWrGQgcS6Xkwh7s9kMr9era6oM2FPonE6nJdEprVrhxZBOtnQ63dCDSBAEfP755xIRtG7dujG/9Oy///60MPqQQw7BIYccAqvVqpnpo9KoDZvNhkAgwBS9q1arNPKkVacZaUcXr5WljgioT3MRjx61r11ptpmWnj+soze03l65XEY0GqWRQNbXqzQvLRwOq9oWF0ZNhnxgRrPF1wKi3pstjNra2mC1WlEsFlEoFLgw0hgyakPcQi8XQkajkYqgydQ5NhqVSgX9/f20Po3Q1tYGj8cDn8+nW1cZgZhAplIpSe2S1v5DwMjnMpVKIZvN0vfPYrGgq6sLPp8PtVoNr732Gh577DG8/PLLiMfjo27PbrfjuOOOkxRIOxwOJJNJKqCIIFI7goFAimOTySS9vlgsFgQCASbRSIp4k8kkjZbY7XaEQiHVN1+luWasdURad4cpefSwzDZrNHqjs7NTkzQX6/aUPJNYnavlUSev14twODxmKrkRXBg1mWbdoIgg0dMWoBFEGBWLRU3m1uzrlEolKoKGhobqOhpJCz15tGLumBrEdUNDQ0OSLwsul4vWDendidJofhmpH9LSEZt0aslNGbu6uuDxeLB582bcf//9WL58OXbu3NlwO4cddpikQPrII4+EyWSiqY5EIkHrP4xGI/OIDWBPQXgikaAig3XUBtmufKaZxWJBMBhkas2WR3RY29G1HvYK1A9AdTqd6O7uVn3OaZ2W0jPNBbB16wHKUSct5qVxYdQi9I4YNWNgbSNsNhsGBgbqRkRwxkelUpFEhOQpE9L9RwqmJ1sL/WiQNFUul8PAwIAk2mWz2WjdUDMijcViEel0WtI9ZTKZ0NHRodn8MvG+iCAiEFPGcrmMFStW4NFHH8XatWvrnut2u3HCCSdIokEdHR2S3xH7+pDPvJaCSN4ir9W25TPNtOg0kxcGa1Gsnc/nEY1G6TpZo05y00dWjx6tR2/okeaKx+O0tksLkSq3CNByXhoXRnspzTCSbESrDCanKuLOsaGhIcWOPofDQVNjdrt90rXQj0WhUEAul0N/f79ErDerboggCALy+TzS6bTEOVrr+WWEQqGAZDIpMTd0uVzo7OzE6tWrcdttt+HZZ5+t+6wYjUacddZZuOKKK/CNb3yj4bEhESJ5ykwL0QKMuA7H43F6TmoxzwwYOS7xeJzeyOUDadVQq9VoHZEWc82AepNB1m4pssZEIqGJ6aPWaalG21MrKpU8mFiLtYeHhxGJROg5abfb0dPTo+n1gwujvRSxLUCzu8PEwoh3pilTKpXo+BSlOiGr1SppoW/VJHoWSqUSrRsSRw/b2tqoGNKybmc0yAU6nU5LhCcRKVrXLymN7XC73ejq6oLVasVll12GFStW1D1v1qxZuOKKK3DxxRcjFAqN+nr0FETieWbAnqgLyzwzYCQSIU7zASOWASxjQUgqLhaLUdGtRW2S0rDXYDCoep3y0RusaSSt01JKnkQsgkNeTG6xWNDd3a06yqbU0s9iOTAaXBhNELFx1UcffYRqtarqpqX3zYCsSRCEposT8u2sVquhWq1OSl+cZkOMFYkYkqfHyBBe8piqRevVapV2lIkLH4nfkNfrhdvtblrEi/gPZTIZSf0QmV+mdZQqn88jkUhI2oQ9Hg+6urpgt9tRq9Vw1VVXSURRV1cXLrnkElxxxRU4+uijR92+Up2PVl1mQH0kR4t5ZsCeTjNSYAywd4UB9Skuk8mEYDCoeg4ZUD/sldVksFKpIBqNajaxvlqtIhaLSWrIWLcnTnNp4UkkHyDLUpwO1NdieTwehMNh3a6T/I41Qfx+P0455RSsWrUKn376Kf785z/jW9/61rifr3dtEUF8Alar1aamXtra2uhokGKxuM8Ko2KxKIkKyd97h8MBt9sNl8s1ZQqmlSBF1P39/RgcHJS8TofDQeuGmhn1amb9EDASDUgmkxJBJB/bIQgCrrvuOjz22GMARtKIS5YswYUXXjjmBZ5ERRKJhKTORytBVCqVEI/HNZ1nBuwxrBSP23A4HNTjSKv1anHzVRr2qnUdDOuojP7+fkSjUc08ieSeSaSbS+3nQx4VYy0m16u4eiz2zTsWI7feeitWrVoFALjvvvtw3nnnjfuDQy7Set8EDQYDDAYDjRg1G4vFgnK5jFKpxHQBnEqQqNDQ0BAGBwfrokJmsxkulwtut3vKpscIpIiapMrEqUCr1UrFUDPNI8n8snQ6LREoetUPASM3gkQiIZmX5vP5aMpMvLaFCxfiN7/5DYCRm+7KlStx7rnnjvma9BREZHyH2ETR4/EgGAwyRXIadZqFQiFNPI7EkSfWFJfSsFfW2Vxaj94oFouIRCL0PGP1EJIXa7OmueQF78RDSK19g5Ko9Pv9CAaDTfmSz4WRCs4880zMnj0bH330Ed577z2sWrUKp5566rie2yxh1GqsVqtiR9XeRrlcxuDgII0MiUUo6R4jUSGr1Tql33dBEFAoFGiqTFzYT+aUeb1epnlYaqjVasjlckin05IiZj38h4A9ojCZTEoEEUk5KYnB//iP/8AvfvELACPnxfLly0cVRaQTLJFI0JurVoXPgPL4DpfLhWAwyPz+yTvNtGrpz+VyiMfj9LxzOBwIh8Oq16tUm+R0OhEOh1WnWJXSUix1MFqnpeS1U6yeSUpRLJaBtMBIOrevr09SXM0yf00NXBipwGAw4NZbb8XFF18MYOSit3z5chx00EFjPpeo32ao3lZHjIC9rzONOE0TMSS3JDCZTHC73XtFVIhAiqhzuZzk/SRF1F6vV3fzxUbrymQyyGazdfPLOjo6NPUfAvYIokQiQeunxjPY9cc//jF+/OMf03///ve/x0UXXdRwH0NDQ0gkEpJOMNaOLcJo4ztYhz4rdZppIeSGhoYQi8XoZ00PjyPWdnk9RmVonZYaHh5GX1+fZsXapVIJkUiERmdZo1h6FFervfdxYaSS73znO7j99tuxbds2vPXWW5g2bRpOO+00LFiwAOedd15DddvMiFEro1PkJrE3RIwqlQpNjykZLNrtdiqGpnKtkJixiqh9Ph9cLlfTbQOIME2lUpKOL7PZDL/fr+n8MvE+1QgiAPiv//ov3HHHHfTfDz30EBYsWKD4u7t27UI8Hqf7GO/w2PGgVOtjs9moIGI5Zxt1mgUCAaZ1F4tFxGIxidAig17VnndKrtUsERNAeVQGi8eR1mmpWq2GeDxOXzNrcTUZ0EosB7So7xoaGkIkEqH3C9bialKgTl7zROHCSCUmkwkPPfQQzj33XPpmvvbaa3jttdfg9Xpx8cUXY8GCBTj22GMlJ1+zIkbiSFErPG+mcsu+eBDr4OBgna9QW1sbrRVyu917TXF5rVbD0NAQnWA/GYqoxWvr7+9HJpORvB9OpxN+v5+pbqURJHqTTCYlgoiIlbEu2r/+9a+xcOFC+u/7778f119/fd3vyTvZyD66urqYzy2xE7aW4zsA5XofLeqT5OIFYBdaerhWy9epxUR4pbRUKBRS/ZmTd3N5vV6EQiHVgkMedWKNYsl9okwmE7q7u1UbScoLyvlIkBZw9tlnY+vWrXjsscewdOlSfPbZZwCA/v5+PPzww3j44Ycxa9YsLFiwAJdccgk6OzslIX89ERfDtkIYkflcgiCgVCppntbQGhIVImJIHhWy2WxUDIlrVu677z7853/+J3f55tQh/gzedddduPnmmyX/L089AeyePgQlt2qTyUR9jlgEUaNOs1AopLq4mKw5k8lItutyuRAKhZhsFXbt2oVoNEo/o6wRHSXTQlaRpXVxtdwigLWbS2lAK4tFgFLqkbXgXamgfP/991e1LYPQigKUKcTAwAC8Xi/6+/tHVbGCIOCvf/0rli5diqeeeqpOqVosFnzzm9/E17/+dcyePRu9vb3w+/26rbtUKmHz5s0wGAyYOXOmbvsZjc8++wyFQgG9vb3w+XwtWUMjarWaJCokFzYkKkTEkNKN6re//S2uueaaZi2ZM0W59dZbce+999IbSLFYRCKR0Lw1niAvfm5ra0NXV5cmw2P1mGlGInPRaFQy6JV0sKmlXC4jFovR48wa0QHqBYzFYkE4HFa9Tj2Kq+WCg8VZG1COOrG09MuPIWvHnryDTZweHRoaGtf9Ww4XRmMwXmEkf87KlSuxdOlSxdlHwWAQl156Ka677jpMmzZN6yUDGAnPb926FSaTCTNmzNBlH2MRj8eRTCZht9sxbdq0lqbTyFR6EhXK5/N1btMkKuRyueBwOEa9ML3wwgs455xz6MXn6KOPnvSmjIIgoFqtolqt1r12o9EIk8nU8lEj1WoVlUqlLuJpMpl0TeEp7ddkMsFkMqk+b00mEy6++GJcf/31MBgMDVvjA4GAJkaTSuaMrDPCCPl8HrFYjH7hIzPNWKNPWg96BZRHg7B2StVqNSSTSZo21KKuRl5c7XK5EA6HVUfXlQRHT0+P6m4uraNOSrVJgUAAnZ2dTEX04g42eUG5mvs3wIXRmKg9sIQNGzZg6dKleOyxx5BMJuv+/5RTTsHVV1+N8847jykMLae/vx87duyAw+HQTXyNRaVSwaZNmyAIAg466KCm+xmVSiXJMFb53Di1btPvv/8+Tj75ZHoBWrhwIX7+859rvn4tEE+wF6dsgD0T7D0eT0sFUblcpt1lYndqr9cLv9+vW5uuUgfYRGqIxku1WkUymdSlNR4YOc8TiYRkQK1WKblisYh4PE4L3cm3cdYOOT0GvZL0YSwWo5En1lZvsk3xhHmXy4Xu7m6m+Wtae/7IBUcwGGSqdVKKOrF4CGldm0SEKrmnNupg48JIJ1iFEaFcLuP555/Hgw8+iNWrV9d9Y/d4PLRge86cOczRlVQqhVgsBq/Xi/32249pWyz09fUhm83C5XLhwAMP1HVfpVKJDmNtNJWezB5T6za9bds2zJ8/H/F4HMBId+If/vCHlkdaxJDi8Vwuh1wupzjB3ufztbRonAxzzWQykpSSnu7U4n3LPYK0mgUmRilyoYXrM6FSqdAIlJbFz2TbiURCEt1iNVIE9Bn0CtTP5dJiNIh8m2TCvNpCfyXBwRrJ0lpwyFvwWdNc8hZ81tokYCTS1tfXR6/vbrcb3d3diuclF0Y6oZUwImzcuBHRaBRvv/02li9fjs2bN9f9zpFHHokFCxbg0ksvRVdXl6r9RCIRZDIZdHZ2jjqMUm+KxSI+/fRTACMzoQKBgCYpNWI2ODw8jF27diGfz0umthPsdjsdxjpWemwsMpkMTjjhBGzatAkA8OUvfxmvvPJKU6bCj4dyuYxcLodsNisRhcR8sVkT7EeDdJel02lJXZfD4UBHRwdzp9RoNDJN1KolXrwfUpxMImBWqxXBYFCT7jlSlyL2InI6nQiFQswRKCXhokUBtJKZos1mQzgcZhKJJBpHbrxaRJ6U6n5YW/q1Lq6Wt+BrUQydTqcRj8clqcKuri6mmXN9fX2a1SbJZ8QR7ymv19vwOVwY6YSWwqhWq2HDhg0AgBkzZsBoNOKtt97C0qVLsXLlyrqCbbPZjHPOOQcLFizAmWeeOaEP+tatW5HP59HT04P29namdbOSSCSQSCQAjHzr7OnpmdCHjXS2ESFEHvKoGzAihBwOh+ZT6QuFAk4//XS8+eabAIDDDjsMb7/9Njo6OjTZvlpIqiybzUrGYJBUlM/na4n5ohySLstkMvTbcjPSZUBzBZG8ONlsNiMYDGoi+JQEl81mQygUYjZnVGrr12rbw8PDiEaj9PqmRTRHyQmbtUYHqC803nwMgAAAFUlJREFU1iLlo/VAVa0Fh1KdTk9Pj+rXXK1WEY1GaWpXi/lmAwMDiEQi9L0er40BF0Y6oaUwKpfLNNowc+ZMyUVhcHAQTz75JJYuXYq333677rk9PT244oorcNVVV+GQQw4ZdT+CIGDjxo2o1Wo4+OCDmz6iQYlMJoNIJEL/TTpwyKOtrQ2VSgXlcpn+ScRQoVBQFEFtbW0SIWS323Up0K3Varjooovw5JNPAhgpnl+zZs24nM71Ynh4GNlsFv39/RJrAYfDgfb2dng8npa7brcyXUb2L58zRlyk/X6/pvseGhpCPB6nNxdSnNze3s6cZlVqvddScMmdpc1mMwKBAJNwAeqNH7WqTxoeHkYkEqHHmrUzDKhv9WZ1wga0d66We/6wCg65aGM1fgRAfZiIgGFtwZcPkbVYLOjp6Rl3pI0LI53QUhgNDw9jy5YtY3aKbdy4EY888ggeffRRGmkRc/LJJ2PBggX41re+pXiCkFZ9ADjiiCMmTf2LXPVPBIPBAKvVCrvdTsVQs2aP3XzzzbS42uFwYPXq1ZgzZ47u+5VTrVZpqkychjKZTGhvb4fP55sUflGjpcv8fj/TzWY8EJ+ZZDKpuyAaHh5GPB6n0Totx3cAyt1gxIuI9XOtNMJDi7Z+pXSc1+tFMBhkqiOSFy1rsV6yVlK4DLC3t8sFjBbF1XLjR9Y15vN59PX10c/HaHU644FVwMgh0dFYLEbPIZLam8h7zYWRTmgpjAYGBrB9+3bYbLYxoz7AyMn2wgsvYOnSpXj++efrTAfdbjcuuugiLFiwAMcffzz90JGOtPHup5nUajVkMhkUCgWUSiWUSiVJJ5LJZILZbIbJZILFYoHNZoPNZmvZANZf/vKXuPHGGwGMXIifffZZfO1rX2va/kkhNYm6iMe8uN1utLe3M4900IpWpsuA0QWRVkKFIO8EIyNCWMdgiLcfj8dppE3L1nulwmotRngo1RHZ7XaEw2Fm40fx4FOA3cEZqB9DwTo7rFFxNYtztdI8sp6eHqZiaHltEqtok79mNQJGTKlUQl9fnya2A1wY6YSWwiidTiMajcLtduOAAw6Y0HNjsRh12CbpODEzZ86kBdtkUGRHRwe6u7uZ1twMarUaarUajEbjpLjBE5555hl861vfomLkN7/5Db73ve81Zd+NokNWq5VGhybDKBKSLkun03Wzyzo6OtDe3q77OsnFOZlM0puclpPoxSh1gmkRDSEotfZrZf6oFMlxu90IhULMkUalOqJQKMSc6iPGj0ToalGwLY9uaNXBJi+uZhEwSqaFWvgmibu5WGuTlDrYWHyTlArAWWwHAC6MdENLYRSLxZBKpZgEiyAIWLNmDZYsWYKVK1fSDyLBZDLhtNNOwze/+U2cf/756OzsZFrzvsqaNWtw2mmnUVHywx/+UDIhXS8KhQIymYykzZ5EXdrb2yXjSFpJq9NlZA1EEJEIhdFopCkzLQWRkqhwOp0IBoOa+I8pjcPQqtOMRNLi8bimHWFA4zoilogBMHLTjcViVLxoYfyoFHlirYFRKq4m7tosQ2lHMy2cKNVqFfF4nEYItZhHJhdtWhs1stZjkS9LqVQKhx56KBdGWqOlMNqxYwf6+/sRDAZVt+GLGRoawlNPPYUlS5bgrbfeqvv/7u5uWrA9ffp05v3tK3z66aeYP38+DTdfeumleOyxx3RtIx8YGEA6nZZ0Jk626BDQOF3m8/nQ0dHRlEJ/MqsrmUzSNKzRaERnZyc6Ojo0FURK3VpkXIUWKUwlU0Itt5/P5xGNRukNR4voCKBfHZFcaADapPnkhdCsxo9AfSqO1fhR7q7dyLRwIsi77FhTe8ViEX19ffQ6xdrBJggCNWrUqgBcnIobGhrC/PnzuTDSGi2F0ZYtWzA8PIz99ttvVO8FNWzatAmPPPIIli1bRs0HxZx00km4+uqr8e1vf7vpDtRTiUQigRNOOAFbtmwBAJx22ml48cUXNUmTyKlUKlRkiAvSPR4POjo6JkWbPbCnzimdTku6y5qZLgOUBZHJZKKCSMsmA+KKHY/HNe/WIugxDoMgr1EiqUWWVAyg7AStVR2RfLtOpxPhcJjJP0mpEJr1GCtNhNe6g421GFq+RovFgu7ubqbBufI0VygUYhJtcnNK1tesFMmy2+04+OCDuTDSGi2F0caNG1GtVnVtof/888/x3HPP4fnnn8err75a1wHmcrlw4YUX4uqrr8bcuXMnxY13spDP53Hqqafi3XffBTBitPnmm29qLmILhQLS6TRyuRz9Vmw0GmkL+2SZuVar1Wgki0QcgOamy4CRVEA2m0UqlZIIoq6uLk3a4eUMDw8jFotRwaJVtxZBj3EYhGq1Ss0fyblFisJZzyu5kNMq+qTkWs0qNOQ3SYDdZVqPifDyNJfRaKRpLq1a5lnHecijRE6nEz09PcyRMTLOg7UAXGmNJJJVLBZ5jZEeaCWMKpUKPvnkEwDA4YcfrovHjCAI2LRpEyqVCg444ADk83ksX74cS5YsofsWc/jhh2PmzJmar2OqsmXLFqxbtw7AiG/UmjVrNB2nks/nEY/HJXVhNpsNfr8fXq930tgqkPC2OJLVzO4y8TrITZ7ciMxmMzo7O3URRPKhmWRuWldXl2YRMXJD0HIcBoHctMl7pqUbdiwWozdvrfyIBEGgHVIkCqGFQCwUCti5cyeNRLCOtQCUO6VYtzk4OIi+vj76fvl8PoRCISZn6L6+PlqXxVoADoyMliJRIi3SXMPDw9i5cyeNjHk8HnR3dzN9vpLJJLVbkKcfefG1TvT398Pn82HHjh3Ms9LINw29ZoYRy/R8Po+DDz6Y3jgEQcDf/vY3PPbYY3j66afrCrY5UlwuF1566SUcddRRmm53cHAQO3bsADASNu7o6Jg0xdRytm7dikKhQD2SmpUuk7N9+3YMDQ3BYrHA7/drlsZSolqt4rPPPkO1WqVT77VOoUYiEeRyOdhsNs1mphHIIFGLxYJAIKDJ+BFg5PqxdetWFItFuN1uzTrwBEHA9u3bsWvXLjpUVwsfrkKhgK1bt6KtrY2abLIeh3K5jC1btkAQBBo9ZN3mwMAAdu7cSWewsTqM12o1bNu2DcViUZO0KQAqXElak/V9LxQK2LZtGxVZWkTjiWhXWuPAwAD2228/5HK5Ce2LC6Mx2Lp1Kw4++OBWL4PD4XA4HI4KduzYgd7e3nH//uRodZnEkFlY27dv17zWZKpD1DhrNG1vhR+f0eHHpzH82IwOPz6jw4/PCKSof6L2OFwYjQEJRXq93n36BBsNj8fDj80o8OMzOvz4NIYfm9Hhx2d0+PGBqoDG5Kj25HA4HA6Hw5kEcGHE4XA4HA6Hsxvj4sWLF7d6EZMdo9GIU045ZdK4D08m+LEZHX58Rocfn8bwYzM6/PiMDj8+6uFdaRwOh8PhcDi74ak0DofD4XA4nN1wYcThcDgcDoezGy6MOBwOh8PhcHbDhRGHw+FwOBzObvZpYfTGG2/gG9/4Brq7u2EwGPDnP/95zOesXr0axx57LGw2G6ZNm4Zf//rXTVhpa5jo8fnTn/6E008/HV1dXfB4PJg/fz7+7//+r0mrbS5qzh3CW2+9BZPJhKOPPlrHFbYWNcenWCzi9ttvxwEHHACr1YqDDz4YS5cubcJqm4+a4/P4449j9uzZcDgcCIfDuOqqq5BOp5uw2uZy77334rjjjoPb7UYgEMA///M/Y9OmTWM+7+mnn8YRRxwBq9WKI444As8880wTVtt81Byf3/3udzjppJPo3MOvfvWrePfdd5u04qnHPi2Mdu3ahdmzZ+Ohhx4a1+9v27YNZ599Nk466SSsW7cOP/zhD3HjjTfi6aef1nmlrWGix+eNN97A6aefjhdeeAHvv/8+Tj31VHzjG9+gE+v3JiZ6bAj9/f24/PLL8ZWvfEWnlU0O1Byf888/H3/5y1+wZMkSbNq0CStWrMCMGTN0XGXrmOjxefPNN3H55Zfj6quvxscff4ynnnoK7733Hr773e/qvNLms3r1alx//fVYu3YtXnnlFVQqFZxxxhmjDr9es2YNLrjgAlx22WX46KOPcNlll+H888/HO++808SVNwc1x2fVqlW46KKL8Prrr2PNmjXYf//9ccYZZ6Cvr6+JK59CCBxBEAQBgPDMM8+M+ju33HKLMGPGDMnPrrnmGmHevHl6Lm1SMJ7jo8QRRxwh3HXXXTqsaPIwkWNzwQUXCHfccYewaNEiYfbs2TqvbHIwnuPz4osvCl6vV0in001a1eRhPMfn/vvvF6ZNmyb52YMPPij09vbqubRJQSKREAAIq1evbvg7559/vnDWWWdJfnbmmWcKF154od7LaznjOT5yKpWK4Ha7hUcffVTHlU1d9umI0URZs2YNzjjjDMnPzjzzTPztb39DuVxu0aomL7VaDYODg3QQ777OI488gi1btmDRokWtXsqk49lnn8WcOXPw05/+FD09PTj00ENx8803Y3h4uNVLmxSccMIJ2LlzJ1544QUIgoB4PI4//vGP+NrXvtbqpelOf38/AIx6HWl0bX777bd1XdtkYDzHR04+n0e5XObX5gZwS8wJEIvFEAwGJT8LBoOoVCpIpVIIh8MtWtnk5Oc//zl27dqF888/v9VLaTmffvopbrvtNvz1r3/lTrQKbN26FW+++SZsNhueeeYZpFIpXHfddchkMnttndFEOOGEE/D444/jggsuQKFQQKVSwTnnnINf/vKXrV6argiCgIULF+LLX/4yjjzyyIa/1+jaHIvF9F5iSxnv8ZFz2223oaenB1/96ld1XN3UhUeMJojBYJD8W9htHC7/+b7OihUrsHjxYqxcuRKBQKDVy2kp1WoVF198Me666y4ceuihrV7OpKRWq8FgMODxxx/H8ccfj7PPPhsPPPAAli1bxqNGADZs2IAbb7wRd955J95//3289NJL2LZtG77//e+3emm6csMNN2D9+vVYsWLFmL+rdG3e26/LEzk+hJ/+9KdYsWIF/vSnP8Fms+m4uqkL/+o6AUKhUN03kEQiAZPJBL/f36JVTT5WrlyJq6++Gk899RT/RgJgcHAQf/vb37Bu3TrccMMNAEaEgCAIMJlMePnll3Haaae1eJWtJRwOo6enB16vl/7s8MMPhyAI2LlzJ6ZPn97C1bWee++9FyeeeCL+7d/+DQAwa9YsOJ1OnHTSSfjRj360V0arf/CDH+DZZ5/FG2+8gd7e3lF/t9G1WR5F2puYyPEh/OxnP8M999yDV199FbNmzdJ5hVMXHjGaAPPnz8crr7wi+dnLL7+MOXPmwGw2t2hVk4sVK1bgyiuvxBNPPLFP1D+MB4/Hg7///e/48MMP6eP73/8+DjvsMHz44YeYO3duq5fYck488UREIhEMDQ3Rn23evBltbW3jvujvzeTzebS1SS/XRqMRwJ6o9d6CIAi44YYb8Kc//QmvvfYaDjrooDGf0+jafMIJJ+i1zJah5vgAwP3334+7774bL730EubMmaPzKqc4rar6ngwMDg4K69atE9atWycAEB544AFh3bp1whdffCEIgiDcdtttwmWXXUZ/f+vWrYLD4RD+9V//VdiwYYOwZMkSwWw2C3/84x9b9RJ0ZaLH54knnhBMJpPwq1/9SohGo/SRy+Va9RJ0Y6LHRs7e3pU20eMzODgo9Pb2Ct/+9reFjz/+WFi9erUwffp04bvf/W6rXoKuTPT4PPLII4LJZBL+53/+R9iyZYvw5ptvCnPmzBGOP/74Vr0E3bj22msFr9crrFq1SnIdyefz9Hcuu+wy4bbbbqP/fuuttwSj0Sj85Cc/ETZu3Cj85Cc/EUwmk7B27dpWvARdUXN87rvvPsFisQh//OMfJc8ZHBxsxUuY9OzTwuj1118XANQ9rrjiCkEQBOGKK64QTj75ZMlzVq1aJRxzzDGCxWIRDjzwQOHhhx9u/sKbxESPz8knnzzq7+9NqDl3xOztwkjN8dm4caPw1a9+VbDb7UJvb6+wcOFCycV+b0LN8XnwwQeFI444QrDb7UI4HBYuueQSYefOnc1fvM4oHRcAwiOPPEJ/5+STT667rjz11FPCYYcdJpjNZmHGjBnC008/3dyFNwk1x+eAAw5QfM6iRYuavv6pgEEQ9rI4LIfD4XA4HI5KeI0Rh8PhcDgczm64MOJwOBwOh8PZDRdGHA6Hw+FwOLvhwojD4XA4HA5nN1wYcTgcDofD4eyGCyMOh8PhcDic3XBhxOFwOBwOh7MbLow4HA6Hw+FwdsOFEYfD2ae48sorYTAYYDAY8Oc//5lpW4sXL6bb+sUvfqHRCjkcTivhwojD4UxJxALHZDJh//33x7XXXotsNjvmc8866yxEo1H80z/9E9Mabr75ZkSjUT7olsPZizC1egEcDoejlrPOOguPPPIIKpUKNmzYgAULFiCXy2HFihWjPs9qtSIUCjHv3+VyweVy0Un3HA5n6sMjRhwOZ8pCBE5vby/OOOMMXHDBBXj55ZcnvJ3PP/8cBoMBTz75JE466STY7XYcd9xx2Lx5M9577z3MmTMHLpcLZ511FpLJpA6vhMPhTBa4MOJwOHsFW7duxUsvvQSz2ax6G4sWLcIdd9yBDz74ACaTCRdddBFuueUW/Pd//zf++te/YsuWLbjzzjs1XDWHw5ls8FQah8OZsjz33HNwuVyoVqsoFAoAgAceeED19m6++WaceeaZAIB/+Zd/wUUXXYS//OUvOPHEEwEAV199NZYtW8a8bg6HM3nhwojD4UxZTj31VDz88MPI5/P4/e9/j82bN+MHP/iB6u3NmjWL/j0YDAIAjjrqKMnPEomE+gVzOJxJD0+lcTicKYvT6cQhhxyCWbNm4cEHH0SxWMRdd92lenviNJzBYFD8Wa1WU79gDocz6eHCiMPh7DUsWrQIP/vZzxCJRFq9FA6HM0XhwojD4ew1nHLKKZg5cybuueeeVi+Fw+FMUbgw4nA4exULFy7E7373O+zYsaPVS+FwOFMQgyAIQqsXweFwOM3iyiuvRC6XYx4HIubAAw/ETTfdhJtuukmzbXI4nNbAI0YcDmefg7T5P/fcc0zbueeee+ByubB9+3aNVsbhcFoNjxhxOJx9ikQigYGBAQBAOByG0+lUva1MJoNMJgMA6Orqgtfr1WSNHA6ndXBhxOFwOBwOh7MbnkrjcDgcDofD2Q0XRhwOh8PhcDi74cKIw+FwOBwOZzdcGHE4HA6Hw+HshgsjDofD4XA4nN1wYcThcDgcDoezGy6MOBwOh8PhcHbDhRGHw+FwOBzObv4fEw8eSnJRlUsAAAAASUVORK5CYII=",
"text/plain": [
"Figure(PyObject <Figure size 640x480 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" 0.049185 seconds (9.94 k allocations: 450.906 KiB)\n"
]
},
{
"data": {
"text/plain": [
"PyObject Text(24.000000000000007, 0.5, 'Z [m]')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gamma = 10\n",
"E_keV = (gamma-1)*511.0 #keV\n",
"gcp = GCElectron(E_keV, -1, 2.2, 0.2) # energy keV, pitch w.r.t. current, r [m], z [m]\n",
"@time path, stat = integrate(M, gcp, tmax=-0.09); # time in micro-seconds\n",
"plot(path.r,path.z,color=\"r\")\n",
"contour(M.r,M.z,parent(M.psi_rz)',30,colors=\"lightgray\")\n",
"plot(wall.r,wall.z,lw=2,color=\"k\")\n",
"xlabel(\"R [m]\")\n",
"ylabel(\"Z [m]\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Submitting Julia job to Iris\n",
"```\n",
"#!/bin/bash\n",
"#SBATCH -J julia\n",
"#SBATCH --export=ALL\n",
"#SBATCH -p preemptable\n",
"#SBATCH --ntasks=50\n",
"#SBATCH --mem-per-cpu=8G\n",
"#SBATCH -t 48:00:00\n",
"\n",
"export SLURM_NODEFILE=`generate_pbs_nodefile`\n",
"\n",
"#julia --machine-file $SLURM_NODEFILE julia_file.jl\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Bremsstrahlung Calculation"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"bremsstrahlung (generic function with 1 method)"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function bremsstrahlung(gamma, k; Z = [1], d = [1.0e19])\n",
" # returns dN/dk where gamma is the electron lorentz factor and k is the photon energy in [m_e*c^2] units\n",
" # Bremsstrahlung Cross-Section Formulas and Related Data\n",
" # H. W. KOCH and J. W. MOTZ\n",
" # Rev. Mod. Phys. 31, 920 – Published 1 October 1959\n",
" # Formula 3BN - Differential in Photon Energy\n",
" # https://journals.aps.org/rmp/pdf/10.1103/RevModPhys.31.920\n",
" # https://github.com/hoppe93/SOFT2/blob/d34ea23a3929035df1c9cf04fb6571987d1820f4/src/Tools/Radiation/Models/Cone/Emission/Bremsstrahlung/ConeBremsstrahlungEmission.cpp#L73\n",
"\n",
" alpha = 1.0/137.0\n",
" e0 = 1.60217733e-19 # Coulombs / Joules\n",
" EPS0 = 8.85418782e-12 # m^-3 kg^-1 s^4 A^2\n",
" c0 = 2.99792458e8 # m/s\n",
" mass_u = 1.6605402e-27 # kg\n",
" e_amu = 5.48579909070e-4\n",
" m_e = mass_u*e_amu\n",
"\n",
" r02alpha = (e0^4)*alpha / ((4*pi*EPS0*m_e*(c0^2))^2)\n",
" pf = zero(k)\n",
" for (zz,dd) in zip(Z,d)\n",
" pf += dd*zz^2\n",
" end\n",
" pf *= r02alpha\n",
"\n",
" k >= gamma-1 && return zero(gamma)\n",
" \n",
" gamma2 = gamma^2\n",
" p02 = gamma2 - 1.0\n",
" iszero(p02) && return zero(gamma)\n",
" p0 = sqrt(p02)\n",
" \n",
" E = gamma - k\n",
" \n",
" E2 = E^2\n",
" p2 = E2 - 1.0\n",
" iszero(p2) && return zero(gamma)\n",
"\n",
" p = sqrt(p2)\n",
" epsi = 2*log(E + p)\n",
" epsi0 = 2*log(gamma + p0)\n",
" \n",
" TT1 = 4.0 / 3.0\n",
" TT2 =-2.0*gamma*E*(p2 + p02)/(p2*p02)\n",
" TT3 = epsi0*E/(p02*p0)\n",
" TT4 = epsi*gamma/(p2*p)\n",
" TT5 =-epsi*epsi0/(p0*p)\n",
"\n",
" L = 2.0*log((gamma*E - 1.0 + p*p0)/k)\n",
"\n",
" LT1 = 8.0*gamma*E/(3.0*p0*p)\n",
" LT2 = k*k*(gamma2*E2 + p02*p2)/(p02*p0*p2*p)\n",
"\n",
" LTF = k/(2.0*p0*p)\n",
" LT3 = epsi0 * (gamma*E + p02)/(p02*p0)\n",
" LT4 =-epsi * (gamma*E + p2 )/(p2 *p )\n",
" LT5 = 2.0*k*gamma*E / (p2*p02)\n",
" \n",
" dNdk = pf*p/(k*p0) * (TT1 + TT2 + TT3 + TT4 + TT5 +\n",
" L*(LT1 + LT2 + LTF*(LT3 + LT4 + LT5)))\n",
" \n",
" return dNdk\n",
" \n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Figure(PyObject <Figure size 700x490 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"s = 1.4\n",
"fig.set_size_inches(s*5,s*3.5)\n",
"for g in [2,5,10,20,30]\n",
" k = range(0.1,g,length=100)\n",
" dN = bremsstrahlung.(g,k)\n",
" ax.plot(k,dN,label=\"γ = $g\")\n",
"end\n",
"ax.legend(title=\"Lorentz Factor\")\n",
"ax.set_yscale(\"log\")\n",
"ax.set_xscale(\"log\")\n",
"ax.set_xlabel(\"Photon Energy [m_e c^2]\",fontsize=\"large\")\n",
"ax.set_ylabel(\"Bremsstrahlung Spectrum\",fontsize=\"large\")\n",
"fig.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Angular Distribution"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"synchrotron_gyro_angular_power (generic function with 1 method)"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function synchrotron_gyro_angular_power(M, gcp, mu)\n",
" xi = M.sigma*gcp.pitch\n",
" B = M.b(gcp.r,gcp.z)\n",
" omega = cyclotron_frequency(M,gcp)\n",
" gamma = lorentz_factor(gcp)\n",
" c0 = GuidingCenterOrbits.c0\n",
" q = GuidingCenterOrbits.e0\n",
" mu0 = GuidingCenterOrbits.mu0\n",
" \n",
" e0 = inv(mu0*c0^2)\n",
" beta = sqrt(1 - inv(gamma)^2)\n",
" beta_para = M.sigma*gcp.pitch*beta\n",
" beta_perp = sqrt(beta^2 - beta_para^2)\n",
" gamma_para = inv(sqrt(1 - beta_para^2))\n",
" mc2 = gcp.m*c0*c0\n",
" theta_p = acos(xi)\n",
" \n",
" nu = inv(sqrt(1 - ((beta*sin(mu)*sin(theta_p))/(1 - beta*cos(mu)*xi))^2))\n",
" kappa = inv(sqrt((1-beta*cos(mu - theta_p))*(1 - beta*cos(mu + theta_p))))\n",
" \n",
" A = (((q^4)*B^2*beta_perp^2*gamma_para^2)/(16*pi^2*e0*gamma^2*mc2))\n",
" dp_domega = A*(1 - beta*xi*cos(mu))*(((kappa^3)/2)*(3*nu^2 - 1) - (sin(mu)/gamma)^2 * ((kappa^5)/8)*(5*nu^2 - 1))\n",
" return dp_domega\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Figure(PyObject <Figure size 640x480 with 1 Axes>)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"PyObject <matplotlib.legend.Legend object at 0x1689bc9e8>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"th = range(0,2pi,length=100000)\n",
"\n",
"ax = plt.subplot(projection=\"polar\")\n",
"\n",
"for theta_p in [0.1,0.2,0.4]\n",
" xi = cos(pi*theta_p)\n",
" gcp = GCElectron((5 - 1)*510.99895, M.sigma*xi, 1.8, 0.0)\n",
" P = synchrotron_gyro_angular_power.(M,gcp,th)\n",
" ax.plot(th, P/maximum(P),label = latexstring(\"\\\\theta_{p} = $(theta_p)\\\\pi\"))\n",
" ax.plot(pi*theta_p*[1,1,-1],[1.1,0.0,1.1],lw=1.5,color=\"gray\",ls=\"--\")\n",
"end\n",
"ax.arrow(0.0,0.0,0.0,1.1,width=0.03,head_length=0.1,length_includes_head=true,color=\"gray\",zorder=3)\n",
"\n",
"tau = 2pi\n",
"ax.set_xticks([0,0.25,0.5,0.75]*tau)\n",
"ax.set_xticklabels([L\"0\",L\"\\pi/2\",L\"\\pi\",L\"-\\pi/2\"])\n",
"ax.set_rticks([])\n",
"ax.set_rlim(0,1.1)\n",
"ax.legend(loc=2,frameon=true,framealpha=1)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.3.0",
"language": "julia",
"name": "julia-1.3"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.3.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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