{
"cells": [
{
"cell_type": "markdown",
"id": "d2834214",
"metadata": {},
"source": [
"# Geometric-phase metalens: focal distance and spot size\n",
"\n",
"This notebook reconstructs the official Tidy3D metalens example with a compact\n",
"7×7 array of rotated TiO₂ pillars. It builds and voxelizes the actual FDTDX scene,\n",
"launches a circularly polarized pulse, records an x-z field phasor, and extracts\n",
"focal distance, transverse FWHM, and focal-core contrast."
]
},
{
"cell_type": "markdown",
"id": "1c090734",
"metadata": {},
"source": [
"## Imports and parameters"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "6a3c821e",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:43:51.897408Z",
"iopub.status.busy": "2026-08-16T19:43:51.897258Z",
"iopub.status.idle": "2026-08-16T19:43:55.370534Z",
"shell.execute_reply": "2026-08-16T19:43:55.369834Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" value | \n",
"
\n",
" \n",
" \n",
" \n",
" | wavelength_um | \n",
" 0.6 | \n",
"
\n",
" \n",
" | grid_pitch_um | \n",
" 0.025 | \n",
"
\n",
" \n",
" | domain_um | \n",
" (3.625, 3.625, 6.35) | \n",
"
\n",
" \n",
" | array | \n",
" 7 × 7 pillars | \n",
"
\n",
" \n",
" | pillar_height_um | \n",
" 0.6 | \n",
"
\n",
" \n",
" | design_focal_length_um | \n",
" 2.606736 | \n",
"
\n",
" \n",
" | maximum_time_ps | \n",
" 0.3 | \n",
"
\n",
" \n",
" | PML_cells | \n",
" 12 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" value\n",
"wavelength_um 0.6\n",
"grid_pitch_um 0.025\n",
"domain_um (3.625, 3.625, 6.35)\n",
"array 7 × 7 pillars\n",
"pillar_height_um 0.6\n",
"design_focal_length_um 2.606736\n",
"maximum_time_ps 0.3\n",
"PML_cells 12"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"os.environ.setdefault(\"XLA_PYTHON_CLIENT_PREALLOCATE\", \"false\")\n",
"from time import perf_counter\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.patches import Polygon\n",
"import numpy as np\n",
"import pandas as pd\n",
"import jax\n",
"import fdtdx\n",
"from IPython import get_ipython\n",
"\n",
"from benchmarks.cases.device_metalens.run import (\n",
" DL, DOMAIN, LENS_TOP_Z, PML_LAYERS, RUN_TIME, UM, WAVELENGTH,\n",
" _build, _centers, _fwhm,\n",
")\n",
"from benchmarks.device_geometry import metalens_pillars_um\n",
"\n",
"get_ipython().run_line_magic(\"matplotlib\", \"inline\")\n",
"polygons_um, centers_um, focal_length_design_um = metalens_pillars_um()\n",
"pd.Series({\n",
" \"wavelength_um\": WAVELENGTH / UM,\n",
" \"grid_pitch_um\": DL / UM,\n",
" \"domain_um\": tuple(value / UM for value in DOMAIN),\n",
" \"array\": \"7 × 7 pillars\",\n",
" \"pillar_height_um\": 0.600,\n",
" \"design_focal_length_um\": focal_length_design_um,\n",
" \"maximum_time_ps\": RUN_TIME * 1e12,\n",
" \"PML_cells\": PML_LAYERS,\n",
"}, name=\"value\").to_frame()"
]
},
{
"cell_type": "markdown",
"id": "5ceb6558",
"metadata": {},
"source": [
"## 1. Set and plot the pillar geometry"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ddd66a44",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:43:55.372119Z",
"iopub.status.busy": "2026-08-16T19:43:55.371851Z",
"iopub.status.idle": "2026-08-16T19:43:55.485534Z",
"shell.execute_reply": "2026-08-16T19:43:55.484802Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(6.5, 6.5))\n",
"for vertices, center in zip(polygons_um, centers_um, strict=True):\n",
" ax.add_patch(Polygon(vertices + center, facecolor=\"#55c2b5\", edgecolor=\"#087d83\", lw=0.6))\n",
"ax.set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"Exact rotated-pillar array\", aspect=\"equal\")\n",
"limit = 1.75\n",
"ax.set(xlim=(-limit, limit), ylim=(-limit, limit))\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "d9e1fe8f",
"metadata": {},
"source": [
"## 2. Build and voxelize the FDTDX scene"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "3e3dedd1",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:43:55.486903Z",
"iopub.status.busy": "2026-08-16T19:43:55.486724Z",
"iopub.status.idle": "2026-08-16T19:44:20.038636Z",
"shell.execute_reply": "2026-08-16T19:44:20.037917Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Yee grid: (145, 145, 254)\n",
"Time steps: 6,294\n"
]
}
],
"source": [
"object_list, constraints, config, focal_length_design_um = _build()\n",
"key = jax.random.PRNGKey(0)\n",
"objects, arrays, design_params, config, _ = fdtdx.place_objects(\n",
" object_list, config, constraints, key\n",
")\n",
"arrays, objects, _ = fdtdx.apply_params(arrays, objects, design_params, key)\n",
"print(f\"Yee grid: {objects.volume.grid_shape}\")\n",
"print(f\"Time steps: {config.time_steps_total:,}\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "63656ffc",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:44:20.040582Z",
"iopub.status.busy": "2026-08-16T19:44:20.040402Z",
"iopub.status.idle": "2026-08-16T19:44:20.821267Z",
"shell.execute_reply": "2026-08-16T19:44:20.820598Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 2, figsize=(11, 4.4))\n",
"fdtdx.plot_material_from_side(config, arrays, \"z\", position=-1.875 * UM, ax=axes[0], plot_legend=True)\n",
"fdtdx.plot_material_from_side(config, arrays, \"y\", position=0.0, ax=axes[1], plot_legend=True)\n",
"axes[0].set_title(\"Voxelized pillar plane\")\n",
"axes[1].set_title(\"Voxelized vertical section\")\n",
"plt.tight_layout(); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "4ae8c139",
"metadata": {},
"source": [
"## 3. Run the circularly polarized simulation"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "5b374369",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:44:20.823669Z",
"iopub.status.busy": "2026-08-16T19:44:20.823397Z",
"iopub.status.idle": "2026-08-16T19:44:34.247107Z",
"shell.execute_reply": "2026-08-16T19:44:34.246614Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Local FDTDX runtime: 13.4 s\n"
]
}
],
"source": [
"started = perf_counter()\n",
"_, result_arrays = fdtdx.run_fdtd(arrays=arrays, objects=objects, config=config, key=key, show_progress=False)\n",
"print(f\"Local FDTDX runtime: {perf_counter() - started:.1f} s\")"
]
},
{
"cell_type": "markdown",
"id": "a15ce5e3",
"metadata": {},
"source": [
"## 4. Plot the simulated focal field"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5530941d",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:44:34.248400Z",
"iopub.status.busy": "2026-08-16T19:44:34.248269Z",
"iopub.status.idle": "2026-08-16T19:44:34.436789Z",
"shell.execute_reply": "2026-08-16T19:44:34.436313Z"
}
},
"outputs": [
{
"data": {
"image/png": 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rwHXLq5u2tbWhvb099HaFEIpN1tDQgIaGhsBt/+9//5NqOABIT//vf//DsGHDAm+jEGrOAP/xxx/Rv3//cneDYRiGYRgmb2bPnq0YkqWkra0N66yzJubM+SX0tldZZRUsXbpU+tuVV16Jq666KnDb7e3tUnE3AOnia8X4mMiXmjPAu3XrtuJfLgBWwBmGYRiGiTICgOezX8pDe3s75sz5Bf/79ik0N+euHmxLS8tyDBwwCrNnz0Zzc3P672Go30BndeZvv/1W+tuCBQvS88pFzRngmSEOB2yAMwzDMAxTCUTFbbZ5lUY0r9LFvGC+eF5nu83NkgEeFkOGDMHjjz+OtrY2NDY2AgCmT58OANhiiy1C316+cBAmwzAMwzAMkx+eF/4vRH7++WfsvvvuePPNNwEAI0eOBABMmDABQKeSf/PNN2OPPfbAmmuuGeq2bag5BZxhGIZhGIapTI4++mjMmTMHn3/+OZYvX47dd98dAPCvf/0LQKev+quvvopTTz0VANCvXz889thjOPbYY/HnP/8ZP//8M/r06YO//OUvZdsHgA1whqk5nHK6XpV1CLUaB/zCVY4CUcaabgJcT45hSkbYqrVlW6eddhpaW1tzzu/Tpw/++c9/SmkHDzroIPzwww/4+OOP0bVrV2yxxRZld+lhA5xhGIZhikg8Hsfqq69e9hRyTPQQwsPPPy/A8uXLy92VimGHHXbQzm9oaEir4n6ampowfPjwYnXLGjbAI0RZlUmmvIT6JW73kre67hxT2/r5jnH9WIB1yfIWx8G27XIiRP5qkTAo5Oa2Uvlvy9iWYb5mfZPCbb6CA6h1AZX9vn374Kabb0Dv3r3Krrgx0UMIgfb2Djz33POYOPFhiDKOJOWNEOGOeFXCPheBGjbAnbwMD/rgD9VILunDuHQGRjk/JCplKNr6GGkNRFujN7eRm215vyGrtkWWpetq2gIA143nnO84cj9pW65h2xT/fMfyGCjzA9xPJqNYWZ4YpkJjFCvLkmkP+vlCyG37+2pqm+6XaXlqFPvnm9oyfRiYtiUvbDgf5Fa1ecY4joNTTj0F66yzTjr7AsNk44gjDofjOHjwwYeVeZ1Gef4fw0XHEyG7oFTGeztsKkf2YRiGYZgKokeP7hg2bOuIGN8O/6x/paNHjx444ID90wVimOqnphXwrAq0sFS8A6nY4X3/hKuomojud1tRh6IDYek+YaFam1Rmk2qtU6HpfHVendxLh7RFVWunTjvtX5+q1DG6LGi/iWJO+upf3yXLusJO8abr2+CZ1FtyjXoOVbFTuZclCraHDjJNl89/foouK5Kk32Tbnjw/RZenffXNV5R7Zd381fTOvuVW8uHYqenqMyb3M6W5uTvi8ZXXaaW5n1RafwvBpLyGeQzMKm99fT169+6D776bbb1uSSlzEGa1EF1LimEYhmEqmEqKLWDKj+M4HCdQQ9SwAr6yFD1VQ4Je/IU/cIurYgdVYG0oXB0MjslPLiovxML9sNX5esXbNarS8nydqq0q2HGyrDw/7silhBXFG3Rbmek60aBfljy+4iKune+KzP0VI8u65N6j0yafb7q8H8+gXikqNllenc4sn3Ko4i23lXJk5TgJoko7HWRant8h2nxtk2VpW0QhT7oJuW+Kgk6mfYo5VcvpsrYKuexfTpV70zPB5H+uWz9sYypIe3br0lfhu+++gwULFmDfffcL0IcMb731JpYtW4a99to7lPZ0zJ8/D6+99hoWLVqEPfbYEwMHrrNijumYmJRnG2U6v205OeLTIqWBswIeCjVsgK+EPjxtLwSLTAtBH8YhGtz2BnbhRnUpVaBKCaa2DfLTuZGYDWqTi4nejSTmZgxhakBTA1sxwCHPp8vHBVneZ3THyeOpTtTL2xLyNRkn12gdNcB9919MCeiUUefr713dd7vpmlQMbLICDfpL+qZTxNBMEeMwSecrBrm8fAfapek63/nrcGSD2m+cA+p1Q4NkU2R+0iPXuJs5fw5xCUqRac+TDXKKR4xsGXo/GAI+aRCm8RmTOaaZezMsn+LC2wiqLb333ruYOXNmDgPcvvEpU6Zg3ry52GuvfYJ1zGCaLl68GIcfPhrbbLMNBg5cB04O79OsLQu6IN2WaX4BOG6Wd72IlgXOBngosAHOMAzDMExJ2WGHHbFs2bKib+eTTz5GMpnE+PE3FH1bDGNDzRrgK4d5ip22LpDqXUQXEzP5K95R8nM09cUmh3KYhKl40/mm1H9qX0gAIlXEiYrt75tJ5aRuH4oiThVvqpD71qeKd52yrrxtqnhTFTvmuxfjyjGTJlUXFMN8LYZFqQJOFdYU+UPMr4CTxpP0OiGBji5V9BQBrz7nfCXAk5xb+ih1afAouffoteF3xVFGaYgCLmiKSqJiUwXdvx9BnwH0/lLbi5F/+7NqFC/oL2zX4fnz5+HVV19FLBbDlltuhUzfMhtqb2/H5Mmv4/vvv0e/fv2w444j0K1bs9TOu+++g6++monu3btj+PAd0atXr5zbnDt3Ll57LbPNBQsWSG4vr7/+b3iewEYbbYT33nsPra3Lsd1222OdddbN2t7bb0/Bc8/9HZ6Xwn333YtYLIaTTjoZANDS0oLXXvs3fvllAfr3Xxu77LIL4nH5muzo6MCbb76B7777DmuvPQA77bRzOqh20qSX0NzcDcOHZ4rCvPPOVPzyy0Lsu+++vv1/17f/O2j3v2IQISvgZXovl5voWE4MwzAMw5Sdr7/+GqNGjcQbb7yO7777Fueffy5ef/01aZn58+fhiCNG4amnnsTixYvxyisv47DDDsX//vdNepmrrroC1157NebNm4dPPvkYp512Mr788gsAwJQpb+GVVyall50580uMGnXIim1+hwsvPA833ng9XnrpxfQyr7/+GiZMuA3nnHMWvv76K3z88Uc46qjD8dFHH1rt37fffouRIw/G888/h19+WYg//OEuHHfcsWhry5Q3nzt3Lo44YhTuvfcP+OWXX/DKK5Nw1llnpOe//PJLmDr1bandd955By+99A/f/l+J6667BvPnz8cnn3yC0047FV9++aVVX5nqpWYVcIapFUzquq1irptnSgVoDGb0KZemwMgY3ZZDlydt++ZTtTCmrEumqXAcQG5UKt0RVdpzqOJNnZB9yyrHSIaOEtCAT6oUu2Tb/hEOJXUjmU6RIE1lZIVMU80rSHGjSqM1XZJevY5cIdDgu0ZaNeXrHSHQmMeyXSzVyjvuuB1bbz0UN998KwDg2GNPwCGHHIg11lgjvcyNN16PLbYYgt/97qr03264YTxuv/1W3H77nWhvb8dLL/0DDzwwEYMHbw4AWLp0CZYsWZJ1m3feOQHDhm2Dm2++DQBw/PEn4uCDD5C2ubKN//u/Z9Gjx6oAgIsuugBPPfUkhgzZUmlz+PAdsGjRQnzyycc45ZRT03+/7bZbsOGGG2HChDvhui5OOeUUjBx5CB577DGceOJJAIDrr/89unfvjnvuuR/19Z0jQ199NTPvY9je3o5Jk17CH//4JwwePNi3/0vzbiOqOMKDE6JqHWZblQQb4AzDlA2lmqU/uJQah4bheTVzSW6j2mTcmwzuIKaip7RlZ5D759J+U+Oe5utQ85mTYEdNFiGTW4hLPsZo5hImw05bbZFz3g6LFuP2WRkVec8tNkVbLPtH8FZLluK+L2elpw/YbBMsqlNf69M++CjvvqVSKbz77ju4/vqbsPJq6927N3bYYQSWLu00nhOJBN58czL22GMvPPDAHwEICCGwaNFCzJgxAwBQV1eHHj1WxUsv/QNrrrkWevbsiVVW6YZVVumWdZvvvfcebrzx5vTfevbsiR12GIElS1qkZYcM2TJtfAPABhtsiClT3vQtoXfz8TwP7777Dq69dhzcFR8sq6zSDXvuuRfefnsKTjzxJLS1teHtt9/GNddcmza+AWDQoA2Mx28lnfvfA5MmvYQ111xTu/8VBwdhhkLtSA4MwzAMw2hZtGgRkskkevfuLf3dP714cecydXV1SKWSSKVS8DwPAweug9GjDwfQ+dE6YcKd+P772TjwwH0xatSheOCBPyKRkLPpAMDChQuRSiUV/+hs/tK0UmQ8HkMyqct6o26ro6MDvXv3kf7ep09fzJ8/D0Cnf3gqlUTfvv3ybpfiOA5uv30Cvv/+exx00AEYPXoU/vSnB7LuP1ObsALOMEzeUBeTsKGKrH7Z/F1OANntRAmqtFS8gwS8uUSgs1XERY5/A6pLiuIqQwMlTSMBfpWb64OExuTpH6/4V3YXFD+vfPxZznYcsuzzM/4TuG89evRAPB7Hzz//LP3dP93c3B2xWBxbbrklDjjgoJxtbbTRxrjjjrvR0dGBDz54H9deew0SiTacccZZ0nKrrroqYrE4FixYIP2dTofBqquuirq6Ovz883zp7z//PB99+vQFADQ3NyMWi2PevLlk7czxjsfjSKXkEaPly5dL0xtttDEmTLhjxf5Pw3XXXYtEIoHTTz8DFY0nOn9htleDsALOMAzDMCWki+fl/DUQo1q3bGOey9oQi8WwzTbb4oUXnkv/7eeff5bcPBobGzF8+A74y18eQ2trJnAxlUphxoxPAQBLly7F1193usfU1dVhu+2GY4sthuDHH3/Isc1t8MILz6f/tnDhL5gy5S2rvueD67rYdtvt8Nxzf0+7bC1duhSvvPJyOqNJY2Mjtt9+ezz11JPo6Mi4Uvl9wFdffXXMnJmZbmtrxbvvvpOe7tz/rwGs3P/tc+4/U5uwAs4wJYCmKrNNlxilVI9+TEGWpsA9neKt8w8HzIGQOnVXTTNop3hbpSEkUJ9uW0Xcf2UovbBUuE11Y4uJck3XpggWSc4++xycdNIJOO20MVh//UGYPPkNxWVj7NhLceaZp+Pww0dixx13Qnt7Ah999BH2229/bLbZYHiehyuuuBS9e/fB+usPwrx5czF58uuYMOGurNs866xzcPLJJ+D000/Beuutj7femoxevXoVpTT7ueeej5NPPgFjxpyIjTfeBG+99RZ69eqNI488Kp0G9OKLx+L000/BUUcdju233x5z587F4sWLcc899wEADjnkUPz978/i3HPPxtprD8C7776DurpMGsPO/b8cffr0wfrrr4+5c+di8uQ3cPvtd4S+PyWHfcBDgQ1whqkI6AOqeAZ5OY19m0BJCg26pO9t/zR1ObE1uIO5oOiDLKlBrhY+d3zzyLqkYzSHuOmY0sBX/7Vg/CAyVt8l7ksVGqRZrloClCLYpWnWX38Qnnrq//Dqq/9CPB7HLbfcls7JvZK+ffvhL395ElOmvIVvvvkvevTogWOPPR5rrdUfQKcbx6OPPoF33pmKWbO+wtprr43f/va8tCFPC/FssMGGePLJ/8Nrr72KeDyOm266FY899mdJgd5ll13hEXeFIUO2RHOznHvcz6BBg3D00cdIfxswYACeeeZveO21f2PBggU4/fQzsMsuuyAWyxjQq622Oh5//GlMnvwGfvjhe2y55dYYMWJEev7Agevg8cefxFtvvQXXdXDwwYdgzpyf8MsvC337/xjeeecdfP31LPTv3x+//e1vlQ+ZioQN8FBwhJITq7ppaWlB9+7d4aARjpOtEE+4peijWojHbGRVZiEeE9F5edoaL9Qwiuecp5SiV0rT5196vnP9zPJKKXk6TQrr1DmN8rQg8yEXfmnwzaeFd0yFdupoYR6Sks2fajBOrBeahrCYBjh94toW4vHbHx201DxZVp0vT3eQku3tZLrD6fD9Wy5T3wFSml4pVS/7w6ZI20lSyj7pZdZPCbktz5PXTQl5mmZcocv70y/SefSZT58RNHWjzTNkwID+uPvuG1cYXdkK8USn8E6WLRR7AxKLFi2E47jo3r07gM4S8iNH/honn3wKRo063KKlwk0aszVEFwjTfBL4+eefcfrp5+Lbb78j/RIQYjkWL16s/dgoNivtp4X/+SOau3U1r5Bvu0uWY9VNTi77/pUaVsCrhtIppAyTLzRVnSmVnVXbSupAQ0Chb5oOa1tXwgxgmyh3qjHtIA2kzMxX0hDStsl0KV1O1IDd/DNVBFk3G1H58GZy097ejjPPPA1bbDEEdXX1eOON17DOOuviwAN/bVizpjTEaCBEuNUra0sHTsMGOMMwDMMwZaVv3364//4/4a233sSiRYtx6aVXYPjwHYriA84EhF1QQoEN8ChDvzBL6upBtbLipp+rdZQKhREawbAJlKTFWGzFKceiEqaSdtBUqMfvA25Y15imMMDwPK02aVLEqZucf7ZaTZJMC7pfep9vXfVKmxSRzEpS6LwJalPhs6VHj1Wx//4Hlmx79i4nDBMebIBbwy8hpnYJaoSZAvl08xTj0SLokq5vWtZkcAdyQRG0Lb1BrhjV/kBVJWBTH5RJjfsg2VxoRhum0mGlmckTzgMeCmxNMgzDMAzDMEwJYQWcCUyl5KxmSo+tK41VJUzrPOCaeZaKt7p8bpTASLJw0tMr4kLjkiJov8gfqCJuwjb1o7wsK+IUzxO1Gl9WpRT3ZAohlOqakYR9wEOBDXCGYRiGKQI///wzWlpa0KtXT7guf6AUh2IaxcVMOyiTSLRhwYJfMGfO3KJtIzREyAZ4jWYpYgOcYSoQ/6hDlEYcwlS8bdVYo6rtZP83EFzx1vmEm9wb4+QQUEXcUdIS+v+tX1b1+QaZzv8YKykjDeJ4lAKJy0VraxvGj78VY8eeh+bm5iy5u6Pkdx2lvugopcFdfIQQSCVTeH/adNx335+QTAZLuclUDmyA1yjsNsKsJMi5V/M161GzbORfLt42c4laXt7XtsHAptMxk7GpcYeh69LaZ9RAp9tWNDifUU0zpKjHhBjvhqwodGNSlhTlI8Sy+JdNpUxRyUaI7EIwY8bnOOmks9C7d2+4ypda4aq4KT2f9fkJ9R1gMuaDFMvRq6U0o5S8rmm7evcPddua9vJUdYUQaGlZgsUtS/LoXzRwPA9OiAp4mG1VEmyAMwzDMEwRaW1tw+zZ32eZE8QAN1VhLqcBbmqrcIMrmAFu2q6tAa5pz9atgkWwmoMNcIYpA7UyAmEbmKdzgTClHTQp5pILijEIk66rb9sGT2mLBF3S5RXVOrOEyRVGcUExKd4WaSEptlVNw652WSim0vNMPhTP4C4nXEE1B0KEW72yQpT/sGEDnGEYhmEYhskPzoISCmyAMwyTNw6tdEkwKd5UJaWVGOVthRd0SeebFO+Ym7+abgstnkMVcYeoQTqf8BRVsGlbxAecKt7mwNbqHJlhmKLAijljARvgDFMwpnytlZl2TK1AGSRIs/BAPdXALjzosrNtiyBM2i/DfBs8xU1Enqa5vXUuKbQfNCiTYptJRr+swSWFfqxFZpS5co2kMF3VKsXtrbhuIBWQczuKsAIeCpVxBzIMwzAMwzBMlcAKeNVCvyj5W4sJn6Cp6KwqXxrVW7ItjcptCrI0Kd66tilKmkHFBUWejim9I2kLNfnMTS4map5waJHTQkb3GVJMlZQD8QqhdMfMFDQb7vnjawFA50PNVODAtr0ahA1whmEYhmEYJj/YBSUU2ACvJOiXfEl9+Py+cpXp2xwcW3/B2jtmtqnolPWR27/ZlHbQpErrgjDVIj8yMcNu6WbTbVHFm4pqdL6aMlH4/k2WNSnzStpBu2qjOqJU+bK0qQTZj7ha4NEOppSwAc4wVYbyEiljhWm18mX+lTBNxqFqROcOuuyc9v2bWKq0WqWtC4oNitsHbZycPrq4rhS97UcLRQlklQI+6bbsDO4ou7BUA+X9AArPcK2ooMtaNdg9EbICXpsuKPxEZBiGYRiGYZgSUrEG+PPPP4/9998ff/zjH8vdFYYghCf9GHsEPOkXFRy40q+sfXEc8oP0czW/GPnRdePkZ2qbtuf/0WWVtiD/6Hyb/bJt23Uc6ccwlU647x+P/BgAmUqYYf5qkIp0Qfnuu+9wxhlnoL29Heuvv365u8MwDMMwDFMbcBBmKFScAZ5MJnHEEUfgyiuvxJ133lnu7jBMnlDfQ7ugTKrk+Ito6OYVG1OxFRufb0D2QTYV3lECJw0BiFLbhnVNwYxUK7ZJQ0j9zemVoRTX0VS7dGlaQaMvu8GvXvGbz/SGVi1Vzi25Foo5QiKEnS8vj8RVD1EaEWSYIFScC8rvfvc79OvXDyeeeGK5u1JVsNtIeamW4x/URcVVWsj9U9wzlP8g/bSuGGS+2cXEkX66/+iyOheSfNxjpHmgP3oEyPE1uKwwTC1RzOeuIP9VFUJkcoGH8WMXlOjz6quv4pFHHsHHH3+c9zqJRAKJRCI93dLSUoyuMQzDMAzDMExeVIwBPn/+fBxzzDF46KGH0KtXr7zXGz9+PK6++uoi9kyP/8s3myLFMMUmSkO21I1Bp5Ib83qb0hJq3DHoPJrnW0lLaNiW7s6m2o4n5KVjjl79odvyi0WmfVbTDhq2pUzzM0ulMvN+l9I1zYbij/iFeL4qeHQyVNgHPBQqxgB/6qmnsHTpUkyYMAETJkwAAHzzzTdoaWnBrFmz8Nxzz8F11QfM2LFjcd5556WnW1pa0L9//5L1m2EYhmEYpmpgAzwUKsYA32+//TBgwADpb//5z38wePBgnHzyyUoBiZU0NDSgoaGhFF0sPf6v8YiqG0yx8D+winvunQBVPE2VMdUgQE0/TEGZmqBLQFa1lYI1yrRe8aYKuQ101RRRxB2iUtNt+Stlxsg+poiaTo+RUmjHULxIXjb/0Yt8iEphHjpCVMkxGNWIaQQv3PMVrK2q8/VmikrFGOADBw7EwIEDpb9dfvnlWGeddbD//vuXp1MVBX2wROPlx1Q21AhzDca6yejyG4Am49yYmUSzPHU5MblyUCNY3XbuF68wuHHQNU3T/m0rBrZmWcC+oqeNC0q588LnCxvYtQuf+5BYGTwZZns1SGU8MRmGYRiGYRimSqgYBTwbd955p1VAJsPYUcxgq2B5wcuFrduASRXVKawmddbWTcTfE9o0deWwVbz1ecDpsiZVWZ6vrJ/j39n6QY+RYwz4pBGf/m3Z+d3Q0ZAgrkwMkz+VGSRbUQgv3IDUGh2ZqGgDfMSIEeXuAsMwDMMwTO3ALiihUNEGOFMuKlO9ZcqPSUX1K7BqlUy6LMh8/fK6NIQm32maKtC0vG5ZNVCLKt76tv37YQyypJUybSth+tszVDmNEtXi6xvV1IFBCXJ+Shp0adgWB10yQWADvITQm5XzgjPVhm0gni4rh3Xeb9K2LrCSupwENbi1e02zmCil6eU/eNQdhhrovuVTlsfA9BGjI8o5wYtrcEfTpaFSgl5tiVLdgjCpqvc/pyEMheq8gxmGYRiGYRgmorACrkC/SWrzy4wpL4qip7hMVMa3M3VTCKKimlLuKeoume8PrFSDMPWKdzyAkkzjHmm/kiZFXORW601pBY3hnqbc6iL/81VMlxQv8HOYn+O1SrW4I0UK9gEPBTbAGYZhGIZhmPzwRMguKGyAMyUmVJ8wRTENpkZR1SBIMFCYbVUvhQe20uMrnNIpPqbCO+b1cyuwakAh9NOkbVUN1viXk2mT4m1TCZMuS880fQjrCu8AgONTpWlaQRs/+Gzoih+pRZcq2IeVqSJC9NFntZwpIWyAMwwTGuZKl9SIo+s7OeepOa3tsqTIQZj6cu8mg9smCNP0Sjd9enmkrylf50z9Vo4RadstYhYHVwT4aDcYVWEG6lWri0KUhI6KyXpigLOerIBdUEIhOncowzAMwzAMw9QArIDXLFQJ4G+xsNEpN0HVKX/btm0FUZRsqxnauinoclzbph2k6rB/2tQWXdfkkqLD1klHGPKA+/umpCEMmJZQ57ZTLVRrmrtKJezzUa0jGtEi5EqYNXpPsgHOMAzDMAzD5Ae7oIQCG+DWFE85rqpE/TUIKy9mlKBLzTVuKrxj8tOmbcs+4GRdchsbC9jQe1Vzq1JF2ySf077QZAN+1Zvuo5JO0aiQ26QZJOeO+Hi7EfI5DkY0C+8wDFNdsAHOMFWOKad4MaFGmgmdQagGEJJpg7Hp+IxmNcBTRnVfscs24od+ljm2peg167umTDHaLWX7sKDt5S5FHyWoG0MpP4Y5y1Opsf1A0lwLJSw1X1WCGivgocAGOMMwDMMwDJMfXIo+FNgAjzCBXFJCzguup/Ac1rVKtahmNNWcKQ2hVmGFrOCa3CdMVR91QZjUzYMGWVIXE1OQpg5lWUEn5T/EyY7RQEtdRU+jwm3KA66ZX8l5v8NUxNnVzEx00g5WMv6nTm0qxNUOG+AMwzAMwzBMfrALSiiwAc4wkUQeVaCBfLJiHrC4RBl9xHWqqqp4W1bG1EyblGKdet45nf8LQ11Sf4Dp2VQqafqm40SaTxpSGKrHUL8f2vPDqUuZAuFCSgzDBjiTJ0HyTjOlpZwGNcXWSPMbiEoWE6Vtsq6SYSV3tUvqcmKqjKkEYQaohGkMwiTzU9Ro1rSlHjO9K42puqh2HjX2acBt5XqsSNgaePysDJvSlZrnSpd5wgp4KLABzjAMwzAMw+QHB2GGAhvggSldRcni5gmvjcqYfkUq6NBlMQO7TMqZfwjXidC5UlRQAlVR1TR4vn9bVm00uY3oAjxNirhaCVOvLEvLkmnq1kHva1fQ3N6kb65/WdK2ZcVOY9pC/3xLkYpel0GuU3p/hBvkVzl5v6N0r0eX2jTmmMqDDXCGYRiGYRgmP4TIUmEsYHs1CBvgTMmplhR8jBlT6jqluqJv0qTO2gZhSmkIacVIQ9tU8VYUcY08TPcxSX3TqQ84aZv6hPtHvmxUf8A+LaGOaKclZBW0lJQy7SAHXTLVAhvgtUJJ84IzUaKYLyzbIXEbo802U4nRYNfMU4Mw9Qa3KSjTj6fWoifT8nxqgKeIS4q/L0nSklr9k8zP1cmVy2sqYxbb4BYi5ft3uEaZTdaNSjXwoixkhJn1xH7jlXk+Iw0HYYYCG+AMwzAMwzBMfkTEAPc8D65r9+EphNBmeyol0f1krlg88mOYaCFESvqVE8eRfy6c9I/iOvLPUf4T0i/mQv45wveD9IsbfvK66o9uW+qHYV26LbqftK/0mEk/sm3lmCnLyz//8XfhSMsyxcdxXOlXm6TIz0Th71xB/ispjiv/mLz58ssvseuuu6KhoQHNzc049dRT0dbWpl3n8ccfx2abbYbGxkZ069YNe+21Fz777LMS9Tg7fNYZhmEYhmGY/BBeJhVhGD8LN6HW1lbsvffeWG211TB37ly88847mDRpEn7729/mXGf69Ok46qijcOqpp2Lp0qX45ptv0KVLF+y3334hHIzCYReUCsb/xR5uSkImfOzSPKqBqnQJXTrF8hXioT7hVMm28UG2DcKkPuE6H3KTz7fttA5h8vkmTekqX9L5MUN1UKUwj8F3Xad0qz71JICW9RwmTyrVz54pP3/7298we/ZsvP/+++jZsyd69uyJyy+/HGeccQZuuOEGdO/eXVnn008/heM4OO200xCLxdC7d28ce+yx+Pvf/47FixdnXacUsAHOWGPOYkKHDWNF7U9lEizverVU21MMdClXd+4MKYA5cwkNnIzrjHtDkKUpKFOHmsVERpCNU9uEGuC6XOnGrChk26ovJM1vHo0Pe+oqxQZceSnl8edzHUHK6AM+depUbLrppujdu3f6b7vuuiva29vxwQcfYLfddlPW2WuvvdCnTx/ceOONGDNmDBYvXox7770XhxxySNmMb4BdUBiGYRiGYZh88ZAxwkP5dTbb0tIi/RKJhLLpuXPnok+fPtLf+vbtm56XjdVWWw1PPPEEbrnlFvTp0wfrrbceWlpacP/994d6WGxhA7zoVGpAJgeTBoePH4WGTdIgQT8u/WUJUJR+ZHldwKEpMJK2bRuUaRN0ad+GGpi58mc6ZmrQq3553bmLEkJ42p+MHOSnX5YpBAFP+pV24578k/pVxqBLxkj//v3RvXv39G/8+PFZl/NI6fqV07mym0ybNg377LMPrr76arS2tmLevHlYY4010sp5uWAXFIZhGIZhGCY/iuSCMnv2bDQ3N6f/3NDQoCy6+uqr4z//+Y/0t3nz5gHoVLqzMXHiRGywwQY444wzAAB9+vTBzTffjHXXXRdvvPEG9thjj1B2wxY2wEtKML9fHfRr3qhQcWGeiFHMa8NQpMRC9bMNtLNfPnPdmny+FT9t1zDfN20qrBNmECY9AoaQWaRoYCVtz7dtk0+3ydedogZt6pcPgldCZZSV7ShjmwqVz2W10tzcLBng2dhxxx1x1113Yc6cOWmD+9VXX0VjYyO23nrr9HJtbW2or6+H67qor69HMimXLevo6ACQ3cgvFWx1MUyFYzvca1q+mMPHruNIP4f8dC4lJhcUNae1/AvLhSTmCMTd/H9Bt6VzQVFcSpRjQvOSk+NE1rdBzhge7qskWm4h7I4XFJvzGa1zz2RDeCL0X74cdNBBGDRoEE4++WT873//w9tvv42rr74ap512Grp16wYA+P7779GlSxf89a9/BQAceuih+OKLLzBu3DjMnz8fX331Fc4++2wMHDgQQ4cOLcoxygc2wBmGYRiGYZj8ECL8X57U19fj5ZdfRiwWw1ZbbYVRo0bhmGOOwQ033JBexnEcNDQ0IBbrzMC244474tlnn8VLL72ETTbZBL/61a/Q3NyMV155BV27dg398OQLu6CUleK5HVQS5rSGjHqMdKkdy6cauQGvYTkNoTyPukc4xO1KdSsh6/tdN4wpC0nbrt4FhfbFT8rg1qGmHaTblleI+V5WcXKQlLSDpmno5/tdWlx6QixdQI2uUJr5dF7JA/skau+5bVSty3k+IqqS2wcqV/91FBYDBgzAs88+m3P+mmuuqVTGPOCAA3DAAQcUuWd2sAHOMAzDMAzD5EcZ84BXE2yAR4rwlBXroEwmYpiuhZRmXnRQK2HqAwyleZZqLhVoadVHv8odvBKmfH50wYouGV5NCXmvPUNAKFXX/ceQblYJylSmySiCoTJm5RCmQl5MRZWLknViE3gZ7HxwukEmqrABzuSJ/yEov+bZhaR2cQMaFLpMJyZjUi2NTo1kkGmR9d/5TXva+dTY96N+/JIctuR+oe4vur4pxrplFhSTwW1zJwd1PyoVlRTYpwtu5ecsUzZYAQ8FNsAZhmEYhmGY/GADPBTYAI80JQz2KWpecDrcyMOwpcSk+NnkYw4abGVKdacLwqRqrZr3myyvaZsqx6YgSzXnOHUL0SjgegEcnmFbNEDUvx/KMaHKvBK4qkc33+ROFCbh5wjXuTxUjiJeKdiMMlTSiATDhAkb4AzDMAzDMEx+sAIeCmyAM0w5CHHEgSpIVKVWsseVUHEyqaSKQiulvSPLGipjmtRguRKmQXWmirhLVWn9MZb6RXPcuiSGgqjnKVG4Dzg9nnSUwJSGkGJbnKdYKNc4q6ZFR3eMo5x2kIMumUqBDfCKonCXFM6KEnGMBjk1QHyLanOCF9CVAMZNMd0SlGwgAcrJm4Is4648XefSIEx9FhS/oCMMQZhC2Q+a2zv3fhjzeJvmWwZlhokgbiFBrjs20KNO6bKeRJYqCpoVwq56ZT7t1SJsgDMMwzAMwzD5wS4oocAGOFOz0DReqmpGlWUbFSc6BFUDqVIZBNXlhM73zSPrmoIsbVxSTGo5dTFR0hDSIEzanu/fKY/01BCESd1fXC+38m/aD1q90jSKoKQx9Occ50Gz0OFUgtUFjywzNrABzjAMwzAMw+QHK+ChwAY4kx2tT3IJ0yPWKlZBmlShtruto+Qv61dZTUGYpnR96nyNAm5KQ6gEZRIfcOTGienTcHq0gJCg6rtLpn0+4CafbzptWD4qmK5J22tWXj4613u1EOx8mBbm88VUJ2yAVzS5q1OWk6CVMf3rV80QbQlfIkoWFDq/hH2hLg2moD/ZBYW6Q9Cqj3RbeiNaqrJpcjkxGNxWlTCVKEvZIKfijykIU/chYQqyNLnpKG49EbHQo/SRWK1ENuuJAc56UgZYAQ8FNsAZhmEYhmGY/BBCTsUVRns1CBvgRvTp4CqV8qYl5MqYTCe6686YMo8ub1jfH9xornRpSEPo0lEe5CTl0RyFxKWEqu3kZaTkJPdyu6DYBmVStPnMA1bCNAXzBgn2VRXaAIHDRa0KXCtw2kEzfF3VOmyAMwzDMAzDMHkhvHC9KmvVw4wN8KqBAyOrGkWV80+YzrVlgFQZ0y36FVhzWkE6bVGIx1Tp0qB4uzELH3Da8aQ8GSM+4jGP+oDToj8x3zxaCRNW0+oIROmGgrU+x8J0DfLbnyk/2pFjHjlhDLABzjAVjmrI6Ix1dbjebOyEh+LGoAnKNFd11AcgquXmPd88vYFtMrjjJJBS57rhEINakI7WkfOXcnNnPaHTpiBM28qXJjeechE8CLAyjGzH8DEdlaD0cmY94aDLCMBBmKHABjjDMAzDMAyTH2yAhwIb4Ex++FUJRYVh95dqRlKvSqiIGtVcsrwu7SCdr7iYGPJ+U8U7RhRxmgLRj2uQkWkCAFWNz63kuySA2XQMopwHPEiqwaLmlbYMyoyKSm2ivKkdK2NEgmGKCRvgDMMwDMMwTF5wEGY4VMan+gq++uorHHPMMejXrx+ampqwzTbb4Pnnny93tyKKR356BPmPKS30+Id5PoTwpF+wfqaknwkXjvRT5jvkh8zPgZB+/nlutnXJL+4K6RfT/jz5F6M/If1cV/7F4p70c2Mi83MNv5j8izn055FftmU6f+pxENLPAaQfxXHIz/8fmWe+VjzpR/HIfzbrGrcd4jVfq9gd/xT5VScO+a9mESLjhhLGj/OAR58//OEPOPDAA3H77bejrq4Of/jDH3DwwQdj2rRpGDJkSIl6UZ15wYtJ0MqYpYL2y/Titl0+VLQuQYZVhWrs6Obr8CxftqagPl0pemr02WQ9AeTAS+rmEY8Rtw8y7VI3kDi5pl36AslMeym54/Sh69GsJwYXFH/wKQ1EtXVBMU2HCTWybVCu2YoxqmuzxkHlnJ+Q0T6Lo/neY8pHRV0Rt912G0aOHImePXuiW7duuPDCC+E4Dj744INyd41hGIZhGKb6oQPsYfxqkIpSwAFACIFUKoWWlhbcd999aG5uxh577FHubjGB4MqYJvSVS01VAKN7m9sIri45BuYc1zRQMvNvRS03KOBU8XapQk4OsTRAoQnQBIB4XD4KyaS+KqcuDSHd5zhVuMm2o5JmEAiqmlav20MUKKqizWkHmRolum/mHPzzn//Evvvui1QqhR49euCJJ57A2muvnXP5RCKBRCKRnm5paSlFNxmGYRiGYaoO4QmIEFMHhtlWJVFxBviee+6JZDKJRYsW4b777sOBBx6I119/Hdtvv33W5cePH4+rr766xL2MInapArWKq2VariBUiv94lAlaxCSI764tfkWWirOmIjKKz7cmfZ9SaMdU6ZIq4nXk/qCXpW8Qh/qACxJw5KYMaryiiOdfiIeq7/QYUsU8Kgp5cMWVrB8Rn+RyPr847aA9NR1oqSNst5HKvDwCU3EG+Ep69OiBiy++GM888wwmTpyY0wAfO3YszjvvvPR0S0sL+vfvH2JPOChTpVrzglPXmMoc9jYFtBXzRe0Y0mf455qqNKrGZ26DGyCGKzXOicFNXU6owe2aDHBpYaruyAt7KYP7i+KC4ssDbgjCVN10aF/KZ2DYVGA1BQ4zwbE7ppX57AudIn5QyR9rolYThVQ1FWuArySRSMB1c98EDQ0NaGhoKGGPGIZhGIZhqhQBhOqaX6MfFxVjgC9btgxHH300Lr74YmyyySZYtGgR7rrrLnz++ee49957y909hokMqttOeG2H7Y6ic3FQFW/9ukpAIp3vU5LNQZakrTidltvWCWHKLM+gticNlTB1Lih024ZUjqb5ctv6C4leG55jN7JSSlenqOAYRgcrxeWuWtIOhutyYnfuKuVcM+FRMQZ4U1MTTjnlFFx66aX48MMP0dTUhC233BJvvPEGhg8fXu7uMQzDMAzDVD0chBkOFWOAA8Dee++Nvffeu9zdMMA+4SZKGVhJFaZq8R31B8k6RQ6KtfHVDYoUhKmotfqUe1TNjVMfcH8BGyUIk6jMis83tNO6Qy4UUY0GYcoLUPVdKQqkKcRjPEakJya9r1KCMG2WN6W148C7TsqVejDSaQdZpe6EgzBDoaIMcCZMqjVQUo/fIDcZ42WtdBkiSr8NrgGldAWgQZl+40c1JmVMLijKtOSCos9y4ijzSb+pC4pS3tK/MlmW2BdKxhVa+dIiD7gpK4qJUhrcdh/DlVoJs1ap1fNTG+9RJhzYAGcYhmEYhmHyQnjhZvas1e9pNsCLjv+LuHKvMsnlgWqRJcwLXrHQY1IlT5xSuvQYgy6RO1iRTptcThSFu570pV5JqE065/s3yfNNBG2IpF6NV1Ik+hpQXVAQaLqYmFyZQlW1lbSFAdwaKvR5ZjqenHaQ3Y2Y8sIGOMMwDMMwDJMf7AMeCmyAMyXA1t/cr7bQ4jeVRJijHzbHMNynmV8pC6p4m868rhKmWlRGhla+pFUg/cGMis83STOoBF0SxdupM1QJ8pMk055ebVcCQBMaX3aDDzgdFTAd0zDxDKqpTqGl15lZHS/lG7wyFfEwsR6tqNQRP+PoR+HXQiWnHWQXlHAoyABPJpP46KOP8P333wMA+vfvjy222ALxePXZ83SIKliENmdICUqYGVTCzpAS3aBN2RAyVRUsZb+1BSSNZdVNLii5y82reb/JtuijjH4HxolBTqapkS3PI9tq1+ccpx8L/qBN6majHANDlhRqklMD3WaAPuj9Y5dtJzouEeozKKaZZ9tW6SjX86qUWU/K6XJSyQY3UxysLOZPPvkEt99+O5555hksWbJEmtfc3IzDDjsMZ599NjbffPNQO8kwDMMwDMNEAIFw9cMIZ54sJnl/kp188skYMWIEAOChhx7Cd999h0QigUQige+++w4PPvggUqkUdtppJ4wZM6ZoHS42DvnPdn7l4pEfYyZGfuVBkP8qGcf3cy1/MVfIP4f8YpmfG4f8qyO/ekf6OfWu/hd35J/Fsm495F+M/oT8czI/h/xc5Qfp55Bj7Djyr5h45D8dQnjSj4k6/P5gGFvyVsD79u2Lb7/9Fj169FDm9e/fH/3798ehhx6K2267DTfddFOYfWQYhmEYhmEigBCdvzDbq0XyNsDHjRuX13I9evTIe9koEFTFDuYjXpk+4XQfg6YlLGVlzOpBU+klINQX139+6DyP+Fl7RXySmtIQukplzNwFbmjxG5PPN/XxdmK07Gbuc+BQf2Ua0NlB/cmpD3juwjyKn7shNjRKhXaEhR93tVSwpXEn0SY6fvZBsHrHhxh0Wc3vMQ7CDIfqi5osM7VokFcLpqDM6AZZEkxBloZKmKVELTefex6FGthq3m8avJiZppUu1bzf8rl26si9WS9b6A41wH1BmMoTgH6f0hzkShVOms3F9yFBmo459JrVP3+C5AX3LN2dTAa3jZGtXLNh5v2uUMLN+23XNtNJNRvdTPgUbIC/8cYbeOutt7Bw4UJl3s033xyoUwzDMAzDMEwE4TzgoVCQAX7VVVfhuuuuw9ChQ7P6hDMZ/Ip4Laoy2bHNC87UItSlhKbYU90t9MqxX1FXFG9TWkGicDtEAddJxw6dR1IUCpISUe1bblcaqvIrIwrQT4eJ59i9RbV5wFlxrWwq5fwVMc83w5goyAC/++678c9//hO77rpr2P1hGIZhGIZhIgr7gIdDQQZ4e3s7hg0bFnZfGIVy+oRHRaWmfqOVXBkzmhgL8/jOgSl9XFB0PshKYR6l8I4hCFOqhEnaIpUtqc+3onhTRTyW+/5Qxr3oukRtp1U3FSXft5/Ux9sUiKoWLyoeniaYNxu1qIhXbuGdgEWXijgaXMr0wLXq881ZUMKhIAN8//33x+OPP46TTz457P5UNeFW1WSKTdBKmf6Hc5QMCKUvAd5XpnLjQdAFaGabVoxRGoTpe9opWU8MLidK0GWd3iD3u5koh5dWyWwnxzAmT9O+yi4oBoObbtuAarwU7xmlvydKd78EN9jItVGxRll1ZD3RUrHnhqlGCjLAb7nlFmy66aZ48sknsd5668Ehb8p77703lM4xDMMwDMMwEcJzOn9htleDFGSAjx07FsuWLQMALFiwINQORR7TF3RRlc5opiksZl7wKKtJalpCuoRfUSL7QdXbQGnU6LrExSHocLHFNR2miwo989TlRA3KzJ2uD5BdOYxBmFTxpi4m9VSW1r1AkvJkirRlcElR0xL67g+XuphouoFgecFp2kF1Wu/KZMJulKiIzz7lmUPOj8UzqZx5v6sld7qJcF1O9Ocryu8jpvIoyAB/5pln8O9//xvDhw8Puz8lQ3Ttkt0QTKXgJBK+5brK8/3reB6ctjZ52VwvEbpsly4QuZ4bQsBpbZWWzf5m9dRlGxsBV1MUZPnywpZtaABiuf2vbZZFa1v6kSnq64F4vcWyDWTDvv63tsJZYQWLujqgrg45H6hZl81BWxsczzMuK4QnLxuPA/X1mXkSHpBIwEmllGWBLAZ4ojWzbCwGNJDj4Kc9CSeZzCzbSK9h37rt7WlbRrgu0NgAEe8i71essfMfHcm0R4JwXYjGeniu3I+U17kPTkcKbseK/joOUl06HzVJcuw6GmJwkynEOjo74TlAsrFzmUSDfMza6h3EUh7qVrYLoK0x097yRnkIvSnejoaVxwHAMt/x7SCnsD7moDGVMZSXkWvSiWdWiAkPjb55y2L1OS1ZFx66QG5XEANcrHgKu0KgS6ojsz919RAAkvXytdDW4MARQNf29vTfWhvqIOCgNSn3u03UAQJoTGTabW+Iw1vxPEmQ+7TdcVDfmlk22RiHWLFskhQfSiVTiC3PLOs1xCF8HyoeyDW61LfPDfUQ9eQ6S2aOk1gq3/fClV9VQvj6vXw5eUbEc3/AZr3v6dewq1kWWd4bMc0zIsvzR3lGaJ49iXbyjMi9rGhrk54RoqEx57Jobwc62tPLdj5Pcrig+Jd1XaCxETk/gDo64HR0kGWz9BVCXtZxgC5dsi6rtKssS85fMglnxb0hAMD/DqfnTrcsJZWC05653hXbgC6rsyP8ZLMjCEJ4wNKW3G2UGA7CDAlRAP369RMtLS2FrFp2Fi9eLAAILF4sIIT6e+El4Tpd0j8sXZp9OSEEXpssXLcp/cO8+bmXfW+a3O43/8u97IzPhOM0pn+Y8VnuZb/534rl6oXj1Au8937uZefNSy/nOPUCr72ee9mlS+VlX/hH7mWFkPv71P/pl12lT+aYPfRn7bJuv3VFLNZdxGLdhXP3/fpl191CxOO9RTzeWzg336ldNr75CFEX7yvq4n2Fe/WN2mVj2+0p6uJ9RTzeW7gXXanvw24HiFisp4jFegrnzPP1x2H/Q9LHwTnuZO2yOOzwzLk47HD9ssedlDkX+/1a34czLxT1dauJ+rrVRPxXB2uX7XLZrWL1HjuL1XvsLHrtOka77OrjXxBDe5wm9upxidhhu1u1y255zxRxVv+rxVn9rxa/3eV27bJ7P/WO+L+hl4v/G3q5eG6/q7TLjvr3W2LOoSeIOYeeIL4+8lTtsod+8b5I3nhC+qdbdt/vZwjvyfPTv64diZzL7jxvlvAePy/96926JOeyQ+d8I1J3jBEd1x4rOq49VgxYmPt5stHs78XC3xwjvjtgjPjugDFi0Lc/5Fy234+/iFe2u0S8st0l4rEtfyfWnfF97nP881Ixdt1r0r/Vp3yT+1pfmhC7dL8g/ev28sfa49a3+w7pX8Pf/q1dtq77Ounr0n34Cf013HdA5rl69736e2PgBpl74yb9delsNnTF/dlN4Krfa5d1t/1V+r43PSNiu/06/eyJnXWJdtn4gUelj0PshLP17Y4+MdPu6BP1/T3hzEx/DxitPw5nnCdct5tw3W7C2XUf/bIXjk2fC2fYjvpzcdW1mXOx6Zb6ZW+6NbPswA30y959b6YPffrrl33oz5ln8Cp99Ms+/df0uygW665f9sVJ8rI6O+L1N+Vls9kRK+yWxYsXi3Ky0n767ojDxaJjjwnt990Rh0di/0pNQeMpu+22GyZOnBjmdwDDRJ7O4eRq81UrrvTgQVhXTNQj4Kz8GU6F4wi4scxPvzA6XUFW/vQNA3XxzM9mWV2faR+0y67YL9eD63rGq9J1SluGPihCCAjhdf7yuH7Eiv+KGTQaFo7jwHHcMmdAsT1OKyuvlP/4huty4qBzlGLlz7Qsw4SHI+zvRBx00EF47rnnMHz4cKy//vpKEOZDDz0UVv9Cp6WlBd27dwe6rpr9AUiHjppWyd1YHkNH0rKtPjeNLG4l6ReNyNcFxb/siiHNormgdMnbBQUNjaG5oDgmFxSp3Va4K5bO5SqS9skMwQVFSdenuKA4+bugxNyiuaA4xAXF8TtAt7cj7q3YnxUuKPGYvHxDfMU90JFEF7FKelnRWI8mt5e0bHevT+c2VrigrIpmCMeBt8IFpVed3O9exAWlZ5eMC0rfRvkY9KnvkFxQ+jS2Sy4ovbu0Ssv37rZUckHB6plrvW5VaVHUr1onuaAsX7WbNN9pyvQ7Jjw0+tIWLovVAXFyva+4Blwh0MXnKrIsVge0tkuLiqWJzLKpDniLO6eXx+shHCC1QPYhTyzoNAW6trdjycLOfrXWdy77y9Imadn5rY1wfC4oc9vqJReUn9vlfs9rk11Q5sBNu6D80i73Y2GyTXJBWdBlieSCsgQ/S8u3Lv0xs88N9WgTS6T5Hcll6X8nlyyQ7nsvRlMa+vqyfDmwIuXhSheUnGS57xWDTnFBcaX7Xn1vyC4oqG/ILKv4jztAWyIUFxTl1S09T2IQDXK70jOovV12U8vigpJevr0dTpK6oBBWLlsCFxQ4rn5Z6laie4cnPa0LinSubdxKiuCCIpbOxeLFi9Hc3Jy7rSKz0n76dvThaK7XuI7attvejgFPPlH2/Ss1BfmAd+vWDUcddRQAIJWqzNRFzvJW5cMh+3LLjcsUtGxrq/o3MrXSCMu2rErng8JpW/lyNyub/pveuKzvYRJ4Wd9DzWlv7/QxlPDNV5Y1XG8rzqnT0QF0dKizs6gcuZbN2ry0LDnGxMh2kklgpV9rNgM817KdK+Rc3kmlOo2OnLjSsvS6dJS8diuMBc8DlrcCJLDPrwinqzamPDjLknBj8svN9XwvkpXbEyJtqMVJfu06Tz4OrkDaAGwgBkajJ58jFwJd2zLXziox+bprTHWkbyoHQNdkZn4dGfyLOTFpP1dxyXVGUhr6De4meKo45rdrPde3bApwiKGzctoB4MbgrPC1bhIdgABSQt7vupVpDOOZ7/KuK3x0Ewn53C5rowG5Ag0+f/AGsnx9m7wj8bbMNRlPyAa4m0zIV2miXToMDuTrTvjzgre1wkmR55rPAJfaaW+HI8gzRch9Eb5l1edJdlbeyzkN8CzLAjkM8FzLGgI41fte01+6rMZxtvMZQZ5pOZbPPE9SxuU7nxFZnj02y3auIC8rRM5lM+dnxf81y6rrIv9nZZZldaMU2d/3saz/dpYnkG+ax6ztinzGgZhKoyAD/NFHHw27HwzDMAzDMEzEESLkIMwa/booyADPhed5uPDCC3HLLbeE2Wz1QL+mDVdwsMI90UxZGJzoVsbUpSWkgy0lLcxjKLwTpC+02mGYUFFZLcSjr/KoVJD0XSo01Z/i901dSuh86vudwwUFAEBHapNk9CMuK5WCbotW7fR13TVV/4yw22qge6CsaRP0hXfKmXrQjsocvTai9a0PO81gdN4/pUQIByJnGrfC2qtFCq6EmY1ffvkFM2fOrDED3HTDVovhmz/0QyFoXvDqxPYDqXwfVMUuP+9HW4qeTNOPGloVUim77n/aKQa3YZrm/VbygGvcEqhHhGFbjikveDyzX9QAp/tMCWKQm1QqGhNhmxfcb5Bnja8oE7WS+zkq1XpLWUreniAGN123Sj+AmLwpyABff/31lb99//33+OCDD3D77bcH7RPDMAzDMAwTRTwHgithBqYgAzyXkf3cc8/hlltuwWmnnRakT+XFqHaEqIawS4oRqspESY2iQ82BKs/RYexAlTH1KEoXHaDQ7IdJDfcc0m+veM59Lh1poe4YSrVL379JURml0iV1MaFZfajLCZ3v3+84OWaKe4vB3YXI1v5LRdlneU2lWmiYBE0vKYrovqTDHHQZ3jOmlM+rkla+DFEtD6x4B3hnR+l9wtQeoV59u+++Oz788MMwm2QYhmEYhmEighDh/2qRUIMwP/nkE2y11VZhNlkF+L9xDKqBpSIeDP7yN6EGVVbGqIEtQZQz23VtljYGWRqmFR9wv5Js9AG3VLx1uacpSaL8UvXd5APuDyY1+nzrgzJNmVht3osezSMdIT/uWiT48S7e+Yq2n7efYgZZVq5POAdhhkNBBvgFF1yg/G3x4sX461//ij322EOaf/PNNxfeu6ojXDcQ/0OsurKE+o9L6T4Uwh6O9LenfuEHfblZfNgFRAqOK5PbQDao8aga3GQFKQuKbdYTUiyFFk+hBrn/hHt2LijUHUYxwP0uKIZjECbU5SSwC4rGQI+ysV7OrCdRPi4lo5RuogxTRAoywGfMmJH178OGDcOiRYuwaNGiIH1iGIZhGIZhIogIOQgz1IDOCqIgA3zSpElh9yPClPFr2sIlJViAZvVQzKBNk0uKTVCmLmd4J+VTumxUNkGGTWmQpkkltXJJMcxX1F+aos+fKtDkgmIbdKlzQbFUwJW+UJlbF4RZxjzgqqJNXVLKN3pi4/JgqnRpv35UiM7olRVFfIarlDOvd+W6pDCFkfeV/emnn+bdqM2yDMMwDMMwTGXAQZjhkLcCvs8++2DEiBE49dRTsdNOO8EhqkwqlcJrr72GP/7xj5gyZQq+//770DsbRUxf1Ho1sTJTAzKdFDVI0yotYXEVN7+SWdJUZwaUNIRUKKaCkt+XmkrDJsVbmTZUwvTjEX/xdrnypSntoBKUKfmA2xXiCULVvCSLmHbQTHQKt1WPP3lURxyqFw7CDIe8DfDPP/8c119/PX79619DCIEtt9wS/fr1gxACc+bMwfTp01FXV4fTTjsNDzzwQDH7XFHIgXgBqx1Wq0tKoMqY0S1N70c11qtjeFF1OTFVO8z/OlRL0Vsam9STwz9tyDxidDkhQZiCzHf8bidKHnDLHOM0D7jvQ6LY3g66NO7KuSc54D3D8059HuqWrxZjMTyi9DEcKkUMhlcJ9r6olUxZtUxbWxveffddbLPNNujSpQs6Ojrwt7/9DaNGjQrcdt5Xerdu3TBu3Dj88MMPePDBB7HVVlvBW/GSGTp0KB555BF8//33GDduHLp16xa4YwzDMAzDMEy08Dwn9F9UOeyww3DSSSdhxIgRmDVrFpYtW4YxY8aE0rZ1EGbXrl1xyCGH4JBDDgmlA5VGkACb0L+W/e0VtYpmMOi2guSAjXJlTIo/KFNVq4hiSqtRllBJodsKc9tBU9XZ4CpBl3QBv3JM3Tzsgiyp4q3M9yngDlX9jTnGqcsJzTXonyfPUkYJlHtPfz6K+Vwo5jUdbl5pem/q0w7qn0HRfT6paM5PpJTd8h1T0/vGbsS7cgnbbzuq7m3t7e146aWX8NNPP6GlpQXHHHMM7rnnntDaD7UQD8MwDMMwDMNUOsuXL8cqq6yCPn36oE+fPnjwwQdx1FFHhdY+G+CRhoM0K4lwRzioAzOZ9BctKbLK7FfvTftUSr9UtaqjPigTukqYiiJuCLI0zfcNqQqShtAx+nwb/NNDFABNypPfB5yOZgjq861UwoxQnIN0b9oo2JVDxSquEfb5rpZrI2xqJQizrq4O++23X3p6ww03xC233ILbbrstlPbZAC8joRpslmXsKydIk+5HZT4QlWp5istJhIwVC0wGN51Pg/rCHHpUDW4yPxYgC4pxPnmU+o3TuMEFRfUj0U77XVKMHx1FxNa9yM7VqTLvh06i8oyK8DG0Mmzzd/tgmDBpamrCY489Jv1t5513xs477xxK+2yAMwzDMAzDMHkRBQX8559/xnvvvYempiZsv/32qK+vz2u9GTNm4LvvvsOQIUOwxhprWG83TAoywBOJBN58803svvvuAIApU6bgnnvuwXrrrYfLLrss7wNRHdgMaQVVJCxcUqpWEQ+GX5FVVGkjdjl87QJyCg/KDDcATY/JrYC6IdiiS3sXGL+STN086DQ5AUJJHWhyQdEESCsuJnZpCKVuhiz+adMOGoYr1EqYZXSJsDowYQZdRpeKdVEJTP7v6GidW3+/o/U+9oQDL0QD3Latxx57DKeccgq22GILzJs3D6lUCq+88grWX3/9nOvMmTMHI0eOxKxZszBs2DDMmjULp556Ks4555ysy7e2tmLs2LFW/QKALl26YPz48XktW9DVdu211+KDDz4AACxZsgQHHnggFi9ejMcffxyXXnppIU0yDMMwDMMwTE5++OEHnHTSSbjhhhswZcoUfPHFF1hvvfVw4okn5lzH8zwcdNBBqKurw3//+188//zz+PTTT7HOOutot9XW1mb9SyQSee9LQQr4o48+irfffhsA8Morr2DQoEF4/vnn8fnnn2OvvfbCzTffXEiz5SFCX7z2PuH+5cNVN2pFEQ+XYgbNanzIy6hsKb7rRMigfsI2fsOmJRX/Z4s0hMbCO1TxNijmgijijus7J0myLvUnV9pWokvJfBSMsBwt8d/39BlgKrpki1XVYLobFs/K8FXO4r1Dqka1Zp/vqkJ4DkSIubtt2nrmmWdQX1+Pk08+GQAQi8Vw7rnnYr/99sO3336LAQMGKOv861//wnvvvYePPvoIXbt2BQDE43EceOCBObfTpUsX3HvvvZZ7YkdBBvjPP/+cLrbz2muvYd999wUADBgwAAsWLAivd2WhmMONdChMP1xfziBNZXXfG8/WGC+liwQlKnnDle3SQ6i4nNAWArgbBdznYhoBRTUvdLutGLWGaaObCLlXfTvm0BzhZFklz7cm6FKZ75Lr27W7N+nxD/KZ7ZGPMdsqqYEI8b6uFpeTslLWY1apLidMS0uLNN3Q0ICGhgbpb5988gk23HBDydV58803BwB8+umnWQ3wN954A/369cOmm26KyZMno729HZtvvjn69u1bhL3In4Kuvs022ww333wz3nvvPTzxxBPYe++9AXQ6t2+22WahdpBhGIZhGIaJBisL8YT5A4D+/fuje/fu6V82X+rFixdj1VVXlf7Wq1cvAMCiRYuy9nfevHno1q0bdtxxR1x22WW49tprMXDgQNx6663a/UwkErjrrrvS06lUCu+88460TGtrKy666CLTIctKQQb4zTffjHvvvRfbbrstfv3rX2ObbbYBANx2220499xzC+pIbRIjvyC45GfAceWfBQ75L1qkyK+cWJwPA47jSj9t2wHObSce+emWlP8T5Ef/ku2h60fASf9Cx3V8P1f+0WMWj8s/Ml/E4tJPWd7/k7brZJlv6EsZ8YTvB/lHz7Ut+vWDPhvle0S+d+S21XvLru1SEuR4B8J0TQa6ZvXH0/785CbMtmoZD046EDOU34rn/ezZs7F48eL0L1sQZENDA5YvXy79benSpQCAxsbGrP1taGjArFmzcMopp+DNN9/EG2+8gT/96U+48MIL8dlnn+Xcz9bWVlx++eXp6SVLlqQF55UkEgncf//9+R04QkEuKDvuuCPmzJmD5cuXo6mpKf33cePGGZ3aGYZhGIZhGMZPc3Mzmpubtcusu+66eOutt6S/fffdd+l52VhvvfUAAKNGjUr/beTIkTjqqKPwwQcfYNNNNw3S7YIp+BPQcRzJ+AY6d94pZSWIshCmam1HVL/eqSJeSoVcCE/6VQr0XDogv4ie67CPtxBC+gXBcYT8U8RkJ/1ToCq1Q34m1VrzU9Ryuq1YTP7R+eQXpjguKdxZfrrRCkpQRTwY5VOllXtZ8wuT4Pdi/iNdCoFHacI8V+V7J9cqK/OAh/nLl3322Qffffcd3n///fTfnnrqKay++uoYMmQIgE7l+plnnsEPP/wAANh3333hOA5mzpyZXuerr76CEAJrrbVWOAelAApSwJctW4bbb78dU6ZMwS+//KLMpz4ykcRxS1s2Li/sgjT10Aeb4QEbMEiTMWF5PhRy5wm3CtgsMp5SnpxO529kh5lnVkEJbCRBlKbMJKY84v7pZFK/rNI3w7YDECTPupLRxtFfZzRDTrgfyLaZMmI555mDLqPzAayn3C534WD+UOFy8rXM8OHDMXr0aIwcORIXXnghfvzxR9x666145JFH4K54di5YsACHHXYYnn76aYwcORIbbrghzjnnHIwcORLnn38+HMfBbbfdhj322AO77LJL2falIAP8tNNOw2uvvYZRo0YpzvAMwzAMwzBMdSJCLsRjWwnzsccew8SJEzF58mR07doVr776Knbaaaf0/K5du+LQQw+V1O3bbrsNw4cPx0svvYR4PI5LLrkExxxzTNpoz0V7ezseeughAMDy5cul6ZV/K5SCDPDnn38eU6ZMwSabbFLwhpng2FVaZEXcHluVLTfq+aGqG12BTtoc//D6bcJUGdMEVWRLVwkzgKKdbZrm9va83MvS429SxC2g+XRNwaz0cNPRFL/qrbgI0dSZRVRgQ03JGhBWVAuBj1k1Ue5S9LFYDCeddBJOOumkrPN79uyJZ555Rvn7YYcdhsMOO8xqW62trTj++OOlv9Hp7t27W7W5koIM8K5du5bVb4ZhGIZhGIZhikWPHj0CxybpKMgAP/DAA/Hggw/it7/9bcjdqXx06oi9apO/T3iwKpqAlSJek2p4MIIqeOr6/nkg84K1HUSt8sg1KoifcJBnWVl9wm1Va/98o5puKAIUIqYRBqUwj2b5sAvrSNehoZ+2fsL+5W19vitV8S5vUHr+x4x9viuPAsJ2je3VIgUZ4PPnz8e9996Lp59+Guuvv76S+cTvHxM2ixYtwocffoh4PI7NN9+8YOm/HERpGDUQZXVP0btyVC52LinQBGEWM7Y47GuW7pbfQDTZ6oGGQG3dPhQ3EoMLixeNe5sa3NQlxcblRwnCNLw2g2RCUZ+VJveWSs1+EY3rpNSEaSSzwc1UKgUZ4I2NjTjqqKMAdFYGKgVCCJx99tn4v//7P2y00UZYvnw5Pv/8c9xxxx049thjS9IHhmEYhmGYWqbcPuCloLW1NWshIBNdunTJWsEzGwUZ4I8++mghqwVCCIENN9wQ33zzDRoaGgAAd911F04++WTstttu6N+/f8n7VHoi5JIibYwDNm0p7miI6TopnVqoqqZkWlFoc88zHaFQH+ImNxCTW4nNskGCMGnQpaWLjxJ0aXnM5WWLed8Hc0Pwu50EdTkxzQ9yL1fsqGioI5GVOppRO3TWCYhGetRi0tbWZr2OKauKn4IM8HLgui7OPPNM6W+jRo3CWWedhU8//bRGDHCGYRiGYRimmHTp0gX33ntvUbdR0Ger53m4/fbbMXjwYKka5gUXXJAuCVoK/v3vf8NxHGy88cY5l0kkEmhpaZF+USF4lbT8q3/ZbytAZbnAVdKigl2luCAV8dT58k9bOdN4bvWV4mgVThtoNT5TNURPCOkXBFq1kVHxVuTrzfzIcYP881e+7PxlqpTSs1veypcyNpVlTfeWqW2bvgRFOeqhVv0N8Iy3XFd/DO0qWUa1SnAtUc5KmNVEQVfvLbfcgjvuuANnnXWWlIR88ODBuPbaa0PrnI5vv/0W55xzDsaMGYN11lkn53Ljx49H9+7d0z9WyjsJZpDbbsy1+xURnbFYyrL2oRrkhjL2pSyPTfHIf8p8XSl0UONQ/8AWnkN+kH6BoCXmbZYPGbpf/h81uAXkn+mTks6XytIbDO4wDXLrazrAR6SybTbwshCmwW0Hnw+mWinoar7vvvvw1FNPYcyYMdLfd999dzz77LNh9EvLTz/9hD333BNbb7017rjjDu2yY8eOxeLFi9O/2bNnF71/DMMwDMMw1YhWOCnwV4sU5AM+e/ZsbLrppgAgpSDs0qULlixZEk7PcjBnzhzstttuWGeddfDXv/4V9fX12uUbGhrSQZtRJ1hgXv4BmsEJELBZcsoXgGhDmEGZVAE0qZFKwFoAlckzpIsTJAhTN61WZSRt2Q5b+p/ytmkCi5lWkLZtKg/q+Y8RDcLUpxk0z9d3VVo34DNGVar90/IxsVW1dYGWYV7v5SXsZ3wpj0M0n8NBqdwgWjtqIQtKKSjojltnnXUwbdo0ALIB/vTTT2v9sYMyd+5c7LbbbhgwYACeffZZNDY2Fm1bDMMwDMMwDFMMClLAzz//fPzmN7/BddddBwB49dVXMWnSJNx5553405/+FGoHV5JIJPCrX/0KCxYswKWXXooXXnghPW/o0KEYOHBgUbZbudgp4lVTJChC2Kh2VKU2pzrzL0vnBVMPw8TWF1gSqQ1FY+h8Rb0NcgkHHRPVKebW6nv+faGpwZTCO2R50yHzp42kKSSLie3zyCa1oDHNoG0gcqRHAEuDeRQhf8W7ckckagcPjvL8Ddpe1EilUpg6dWpey8bjcWy33XbW2yjIAD/55JORTCZx8cUXw/M87L777ujXrx9uv/32dIGesGlvb8dGG22EjTbaSPEzX3XVVdkAN1JMg7yULinV+XA2uY3oXkrBK2Hqh+TDfCEqBp4mDzjdL2pMKvOp8Uk2Jnwbc0xuHiZsjGjTskpfTMv7/pmUZ5lcTGx3W0gfRHbHyPYj3n+dKR+Rxmuw8Gu2nB+olUqYzwQ2uJkosmTJEowYMSKvZbt3745FixZZb6PgPOCnnXYaTjvtNPz000/wPA9rrLEGaEn6MOnWrRueeeaZorXPMAzDMAzD6FmZpjTM9qJGjx490NHRkZ6+88478eijj+Kmm27ClltuiWQyialTp+K8887DTTfdVNA2AhfiWX311YM2UVXYKze5iZJbiE6dUqmkIM3yYDq3YSriYRJUraIqqq4So0ktp+4WHqkKqW3ApDqbpik2yxu3RY5RSp4vkv4gTPl8qLtMXVJApumogtyCTvWm16QgAbhGVw86X9pU0KDL3PNNire1+4tl0HMlYn/fV2eQJaVWXTVXpjkNs70oEo9nTOSbb74Z7733HtZcc8303w488ED06tULF110EQ4++GD79vNdcOTIkXk3yko1wzAMwzAMU+kkEgnMmzcPPXv2VOb17dsX//3vfwtqN28DvHfv3gVtoNKoHX+0wtMW2ivzpmNa/SqCtRpIUfyhM8fMHLBpmYYwgE8sVf88hzpiy5M6RVz1D6cBhXoFXA3K1KQhNEw7gqq9Fgo6nUfPh3F+bkd5QfY55VE1ViZFlKakaVPSiETA4jpB74EA29Jd07b9qhXV0+582CneoZ7rGhiBiBoi5CBM+myPGg0NDRg4cCAuv/xyjB8/Pp3+etmyZbjiiiswePDggtrN2wC/9957C9pAreN/WIdRESxX28EppUFOqZWPnsLRDdfbZlAxtk3nh3h+qOGqy/Wts58BIKUY3PogTPhdOXS+LwAcYhQLk8GupqLJ/DtJIiWTqdzLAkar2B9Mqn50EAPblPcb+mkdpo8rE4qR7HenMWX2sbxmi2ncV4tBXkzxqZgGt2l+mAZ5tZxrxp4HH3wQBx98MP785z9jk002QSqVwqeffopVV10VkyZNKqjNwD7gDMMwDMMwTG1QC0GYlBEjRuCbb77B448/jpkzZyIWi+GUU07BqFGjjAUhc8EGeAkJM0Cz+JRTEa9+Qj33poeXYXSvmGqhrduCLk6Suk8oLil0Pk3R5+8KVZlTKf00Va2pqk3xKeTUfUVRz2nbynwahOn7t+KCYqiMSbtpSlPor0xKFe8SYusmpbuGba/vYj6/aNthqrXFfb+ULsiS87JHj1oJwqR069YNY8aMCa29KFuADMMwDMMwDFN25s+fj0ceeURKOzh9+vSC22MFvIzYV3fLPb/4KrNf8chfDQdqVxGPjE9lUN9cJ5Zzni006FKpzCiy/xtQ1dkkUXu9FFF/ybSkJJtUZ9M0VcBdcly83NtyFJ9wOk0V79wKOPUBV4IsjaMI5Hwoxzy8sWGX6D2ebuQl8DUbVZ/vSn32lS7IMkqFkWrlXWWLgBNq4GTUgzAB4L333sM+++yDHj16YMGCBbjwwgsBAOPGjcOxxx6LAw880LpNNsAjdLNTbFxWSmvkFu6eAlSvQR4o00KQ67DIz65wXVJoEGZug5waj2oZdX0GEMUg9zdIXVCoQd7eIU93yNNOfR1pmxiAKZ+VTA1sk7uL4v5CDPCUf1FqcMv9UAxuxSCn0+T8FLEUvf/DDgCcAMZpmPdXlFwYyvtsLE35+CgZ3AyTizPPPBNXXHEFjj/+eAwYMED6+9VXX11aA/yNN97AW2+9hYULFyrzbr755kKbZRiGYRiGYSKKJ9TRsqDtRZmOjg7MmDEDZ555JpYtWybN22CDDfD5558X1G5BBvhVV12F6667DkOHDkWPHj0K2nDlEJ2KXkEUcVNbwWBF3BZzEJn+uvNXHQxSNdO2b47l/WAKwtTlnTblsFamqQJOgzD9FSRJdUmnw6BSG1IJOmiX5/t3jKjnakAnVd/lbQkiU8suKETxtnRJ0R1/E57hPjcG95JtSctbjuqEqaKGmcauFp5lhRBV1ZvPV37UWhCm4zhIpVJob2+HQ1LOfvXVVwXbwQUZ4HfffTf++c9/Ytdddy1oowzDMAzDMAwTdeLxOHbbbTeMGzcOl1xySfrv//vf/3Duuedi//33L6zdQlZqb2/HsGHDCtogEx5BivxEtagPEPX0jLlRlGcLlcekeFstH3A4j7ZNg+fkZYOlCNMFZaqKt9wWDcKky3sp0je/qm3yAacKN1HERQdRvEHywOp8wKki3m4Iwmwnx6wjs5/JpN7n23QM1UJIuc9H2JUwtdeOdRBmeCOV/tGl2qJ4Pt/FVLyj5LOvf9dFZzQ9KLUYhHn33Xdjt912w6OPPoply5Zh6623xqefforNNtsMv/vd7wpqsyADfP/998fjjz+Ok08+uaCNMtEjygZ5LVLOjxCdoRR2v6gB6A/KpMOSdNrogkKzpLT7XFDaiYFNjWDFSCbTMcPL1GfAO6a2iPuL6CDGPjHAUz4DnO5zigRhUpcTpeimpUGuQwmqpEYxaUrJihLiO1h3nRbbzaB0bgy2z9XCDcAoGdxhEvxc1ea7rNZ8wAFg3XXXxWeffYYnn3wSH374IVzXxbnnnlv6Qjy33HILNt10Uzz55JNYb731FJ8YLlvPMAzDMAzDVDrt7e34y1/+ghEjRuCEE07IOu/II4+0brcgA3zs2LHpSNAFCxYU0gQTMmFX2SyughRNRTyIC0mp0bmFBFUSadvaYF/roEy91OFXQtQUeXRaXwUyRdwzhN9rhCjg6NAHQiKRkCadONlvmifcLyW3yesaXVDaqbsLcQvxudZ0KAq4XRCmqnjT+eFVwqTXikPac/1VUIs4Il29Qd/hujhE1RWwvEGx0XhXlZtac0FZvnw5jj/+ePTo0QNPPvkk9txzT2ne6aefXjoD/JlnnsG///1vDB8+vJDVGYZhGIZhGKYiaG5uxllnnYX99tsPN9xwA84777zAbRZkgDc1NWHw4MGBN85UJuErSMVUxAtXhcIeVdBhaluneAdZNp+++JVLY/pEy21TRdyvclO/QCUIk0xTNZgGKHo+4Vl0kGtWUbxJkCX1264j03FaOdOfhpC03UbaTshtiTbiE04W9yv7yZR8fXcogamwmqaFkYKg+njT6yr3teIW0Sc0aDBptcLFdIoNfa9VblBmLfqAO46Da665BltssQWOPfZYfPzxx7j//vsDtVmQAb7bbrth4sSJOPvsswNtvDqxMR6LdwOW03gM3yD3Ux1DgKasDTZuIGGjD8LMP0NKNtRKmGS+5IJCjXN91UfVAJf76s8eItpIppGEbPQ6bcTApgZ5nDw6UxqXFOK+Qg1uJe93B816Ii/e0Z7ZFnW7sXVJUbKeBAnCtPw4U9yXijgK7X8m2QZ/mp5n0crCkT+1YnAHex9Vx/smbGotD7ifQw89FIMGDcJBBx2EnXfeGRMnTiy4rYIM8GXLluGcc87Bk08+ifXXX18JwnzooYcK7hDDMAzDMAzDRJHNN98c06ZNw2GHHYaddtqp4HYKMsC7deuGo446CgCQohXjao4g+189Q1J+iluFs5zHiPY7OqkCA7VlOKZ+tSuoewtFUcR90zQwh7qc0FTeigJO8oD70/fRwEbq9uFQlZoq4C45DnVUEffd29TlhExT9V20yc+FFBHQU779SnjyuVOOkckFhUjeah5wX1pIyyBMY+VL3fyAgphuBLB6gi7tqFTFu7QjDLVuz+SHQOByE0p7UaahoQHHHHOM9LdevXrhlVdewdixYzFjxoyC2i3IAH/00UcL2hjDMAzDMAzDVApdunTBHXfcofw9Ho/jpptuKrjdggxwplgUTxEvpU+4iepNA1Y8wkwFaNN253xfEKbiHx5s257I7YOcIpcFVW87DP7NiiLenpn2iOIdS9BASaKALycqNj1mtJKm3we8Ve8DLpaT6QTxfU/I22rvyBzzJN1HWohHCcqkIw4yNjGYLvTxAGraQX1hHkn1DiqJEQU9Ks8Y234EeVYGTkVbQX7efuyOMSvehSAQrg94FNMQplIpfPjhh4jH4xg8eDA+/PDDnMvG43EMGTLEehsFG+AffPABbrrpJnz++ecQQmCTTTbBhRdeiK233rrQJhmF6nRRobBBrmI0ipHbKDa2bflitcrAYjCyaAYKoWRByUyrWU5AlpUf2u3EGG0nQZhJn+GaIgZ3jARlOjQok7qkuOSFocsL3kpcTlqpwU1cTpbLO55sJ/vhC/ikHxk0C4rJBYW68aguQYXfi/S6MQY/+jatPBMM/VAEBpsAz6I+b0r3LKsWg7tSg1prCQ/hXtlRPONLlizBsGHD0L17d/zvf//DsGHDci7bvXt3LFq0yHobBRngf/vb3zBy5EjsscceOPjgg+E4DqZOnYptttkGzzzzDA4++OBCmmUYhmEYhmGYstK9e3csXLgQjuOgubkZCxcuzLksTUSSLwUZ4L/73e8wYcIEnHnmmdLf77rrLvzud79jA7xohKeIR8klhVLMKpxh7qfpGPrnlzSNoCkdXIAUiIpbQciqmd8FwpSzmqq9issJVYf9CnirvK5oJcr8cpr3m+43IU6Og9+XhrivKC4ny+X72iMeK37lHgDafQp4ImVQwOmoAS3YaUgLaYMxmJfcAzTXtzYdoKlfJXQ5KecIXbjB19F55gehnC4nwd6jlTvCLYQDEaYLSgTTEDqOgx49eqSn/f8Oi4IM8C+//FKJCAWA3/zmNzj//PMDd4phGIZhGIZhysFKH/B8KKkPeL9+/TBt2jTstttu0t/ff/999O3bt5AmmYLwf0FXztdzEIpaUCjCipAa0OZXpe0CI00+3bpKmCa/XvtKmLmnqRqrBFmSBWhQZoIUx5GCF9vlfqaICu0sk33A3TgJwiTbdmJk9MOvgNM0g63ytEfU92Sb3FaiXX5Mt/tUb7rPHdTH25SW0OADblOIh0KvQ4cqlUT00lW/pOq4EOR80evOsHwx4RgWOyrJ59tYlKlMo56lppZ8wPOhpD7gY8aMwejRo3HxxRdjm222AQC8++67uOGGG3DOOecU0iQTmModzmKKi21VTWrs+9dXjCrL60yQXNJqZczMNM3YobpXUIObBmXKfUskM4+7joQ8r75Vvn9i1CWlnmRJoZCgTJ0B7i2Vp5PL5KY62nK7zgDyhwUNPFWDMPVZUNRKmPkb3K7Qf3zRaSUIkzaoGYU2uauYDGz/dWoO6KzOzBhRFhhssP/AKfx88sdUdmqhFP1KH/B8KKkP+GWXXYampibceOONmDt3LoBOVfzSSy/Fb3/724I6wjAMwzAMwzDlhvqAF4OCDPCZM2fivPPOw3nnnYcFCxbAcRz07Nkz7L4xJSTKQZmVQimPoaNRpU2Kt0m1Vtf3pTw0qGg0N7QJQRTXpKSAy8sqirghLzgNUPSnJWwnbh0NNC/4UqJ8xYhLCpFsBE1L6JsvSIpDbxlJvUgCQtsTct/akmRaCsKkqj8NTJW7ZQpspUGZNi4oNAUlVciFMl9eX6s1GtxVVEW8dMplVFTSSlK4bdxOKlXxruZ3qoATau7uKOYBLwUFGeCbbrppugR9r169Qu0QwzAMwzAMw0SF1tZWjB8/Hs899xy+//57JJMZUaZ79+749ttvrdssyABfa6218O2332LAgAGFrF6zBK2CZkd0fcJtlJpKCtCxQQkiCzO9WIiKd+f6bu5li5iGUEmhZyjMQ9Vf6h8tKcdUAW+Vp2N1cqpAJ06lY3J/0UPs65tHKltSn+/2VuLjTRTwBCko5N8vxQdcOUZEbafKveITnj/GdJdKysr8gzBpwSZbaN+CPEeionBTKknxjipRPbdRpxZ8wCkXXHAB3n77bZx00km4+OKLcc8992DKlCmYOHEixo4dW1CbBRngY8eOxamnnop77rkHAwcOLGjDjJlyDmGFue0gLwrbdW1etKV8gRXzXNpUqsy2vM7gpssrAZoGtwNT33RZN0xBmNQAp/MTZLotlXnctXbUSfMaaGXM5aRxV54fp+lE6G76Vk+RvN4dy0mWkzb5MUz75u83ALT6XGvoPtq6nCRNQZkB7qcgQZhG9xSlimYJXU6KKAqwUV1clxM2uMOhFl1Q/vKXv2D69OlYddVVcdlll+GYY47BMcccg8033xz//Oc/C2qzIAP8kksuweLFi7HOOuugS5cuqK+vl+YXko6FYRiGYRiGYaLEkiVL0NHRgXXWWQft7e1YtmwZPM+D67o46KCDMG7cuILaLcgAf+CBBwraGBOMWq26ZQMrSPo0goCd4k3bM6mcJkx5pv2CrJoHXJ6minc7EbfaUtQFJTPdRtw6WhOy6hyLkXuNSLIiSefL2/bfqjTneDtRvNvItmnQ5XLSV/9+0H1WgzCJC4rIfbw7pwsfC6YBuDTlJH1+aQYNjEGXKfI8o9csnc+o2Lw/girH1epKWKvUmgtKKpVCPN75XK6vr8caa6yByZMnY5dddsEnn3yCVVZZpaB28zbATzrppLTh3aNHD+y+++4FbZBhGIZhGIZhKgHHcdDY2JiePvvss3HAAQdgyJAh+OCDD3DFFVcU1G7eBvjEiRNx//33w3Vd7LHHHoGUkmjgQlv5oQIIVnXLThEPsi2qflSKSh3UT9u/31HaZxvFmy6v+Hxrli2EpO86o2ptksgk1A074dFp+f72+04vJypzfQcpxNOmV+zqkjSIlirLmW2nkvIxaW2VFe/l7bILX6sm7SAgB16afMCVQFbFRzxA2kFy7lOQ/eRtR0v8c+nRF6CVL4naHmKQZbWqtdbP7QCqd5TSDLLfd/jUmgLevXt3zJkzJz19wQUXYJNNNsH06dNx4YUX4sADDyyo3bwN8IEDB+Kuu+7C9ttvDwCYNm1azmWHDh1aUGeYwqnmnKNMMEyl6XUGNyAb3aFnPQE1fnIHYVIXlHbyHlZcUJQgzEzfW4lR20CM3piuLjqAFHFv0Rng7bSSpeJiYnA5odlcfPuluqDQwFW9C4rRJcjJ33ihAbieQ9xEyHWof+nS5xm5hoMYh5br2pQf7yQaBl/1vAOqw+Cupnd0LQZhUvbdd1/su+++gdrI2wC/9dZbccopp6QrXw4bNiznspWvjjMMwzAMwzBMhkQigSVLlkh/c123oGKUeRvgBx10EA466CAsXboU3bp1w8KFC603xkSZ/F1SqulLvlwoyq9pGDxEgcA2baGcB9yUdtAuuFdVYDPQFHlUzVXSDqao4i1vqy3mc0EhCnhdUnYLcZTKiiTgM0WDAGWk/SDbogGgyzqIAk6WX05cWNpSfgXcFHQJw/zC1UJz2kGieJP1afFQf1/UoMqgQYDVF5QZpeeurdtOVFVqFeWqLUsvooYI2QWlEjTbadOmYcyYMfjoo48Ukbl79+4FZf+zzoKyyiqr4J///Cd69OhhvTGGYRiGYRiGqSSOOOII7LjjjpgwYQK6desmzYvFCssqV1AawurOgFId6flYpTZTqYWNwkbn8227LsVWbdcV4qEBhLTqI/V/pv7Ry33KcR05/nVKaka6bVmubYhRH3B5W/6udxAfbsXnmyjey4hCvlyj7LcRiZv6xZt9wGV0SiYd7TCNyph8win+aymoYm0XBJgi07Y+36WjmM+NYu6XXdvl9Pk2tcWKONB5FEp51MtNW1sbvv32W3z++efpdIRhEF5LFUqUDKFiYm8AFs8lJcysKDVz/pTzkf+tq7oKmIIyc7sSKEaYYV0Tah5wTSVMQ1YU6o7RRgzXel/XqAEec+gYqHx8U9QFxdMb7P6gIuoqQ7OaLCcBnYrBTdf3B2Gm9G469BjZBmEGy4pC837rXVJsDa9CsS1zH2ZWFPq8ivKHuY5wM8VE2eBmsiGEo7jlBW0vyjQ2NqJv376YP38+Vl999dDarXkDnGEYhmEYhmFyMX78eIwePRrXXHMNBgwYAMc37Om6LtZee23rNtkAr1GCKeLV4aYTJegwOBz9rRmmAhXE5cQ+6NIzTGcUV09xQZGnE0T9rSdRfW0klWCdr+tx4jPiGq7/DqLQ1BHFXJeGkOYrpxU6VQWcuqzQ9TMN0tznpjSESXLf0yBMO8VbHyipXCukaZ1LijpKk8y6XLotw/0Q1aC/SlG8bYnq8Q5f8Q7TJaVyqlXXmgsKAHTp0gXvv/8+dt11V2VeyYIw/Xz99df473//iz322CNIMwzDMAzDMAwTSU4//XSceOKJOPHEE8sbhDl//nyMGjUKr7/+OoCM3+Y+++yDiy66KOsXAlM7VKpfo5nw9sN0jKiiV8ojaEo1qF83WE9TPhUoRfrRQY5ZnUf9smWJlfqA1/kUcurzrRx/onjTbceJyyL1AZfXpf2Up6ni3UrE3lYlCDOzLZMPuBLIGsDH24Tq/2/n2+sfiQmSHhHQK7CmlJ/RVW/DxWY/w68Omv+1Efx81Mb5LCW1VgkzkUhg8eLFmDBhQsHGdjYKMsDPP/989OrVC3PnzkW/fv3Sf7/oootw3XXXsQEeGjYPjoBl062M5nCHyiq1VL0J/zENXNaevoR8NpnJWA/VXSXk0vO00qInBWFSdwl5W9TYpC4pceqS4pvvKCk8iKEaowY4zZoir+0Sg95vwKvZWvT5ypcnc/ebLk8/OmjQJf1wUIJejS5BhV87tkGZ/vmmLCi2WVJqxaguF2EeXza4o48AfWIGby/KNDQ0YI011sCPP/6I/v37h9ZuQQb4yy+/jI8++gh9+/aV/r7VVlth6tSpoXSMYRiGYRiGYcqJ53k48sgjccghh+Daa69VgjBjsRgGDRpk3W5BBviSJUvQtWtXAJA6sXDhQtTV1eVajSkq4eYnDdONpHJdUkJ0OTGo/MZhcCXPtJdzXiXjV2iT5JhQNTdGXDtiRFmOkehHVzpQVHOR11VSIBI1PaYo4PIf/EI0rUZJ85PTCp6tZAXqktKWzO2CkvD0QZamoEs6IlEpKLm8NQp50Lzflaqm2/ZbN3JmfwyKmWKyMs9HJdPpghLeiyfqLigtLS34/e9/D6DT1ZpS0iDM7bbbDo8//jhOPfXUtAGeSqVw1VVXYcSIEYU0yTAMwzAMwzCRonv37pg9e3bO+a5bmFhXkAF+44034le/+hX+9a9/QQiBs846C//617/www8/4K233iqoI5UL9X8uTTEJM6Ws2FU8n/DS+oNHV5nXKeKKoqekd5NHpVR1UD9qFeY5UH2OaZEgL+eyVL2lBW5ijkGlloId5ZmCFvkhikyCtB1XikLmLsSTJKcuSbZFVWzqE65Uu/Sp3FTx7qDTVAEn5z5JpsMMyqSo1xH1/w9PtabY+LKHH3BYHsJUvO0pZZBlOYnuO6OY1JoPeGtrK37/+9/jD3/4Q6jtFmSADx06FNOmTcPtt9+OYcOG4Z133sFOO+2ECy64oCA/GKYUBDPI7QIK9QZ5dNxbyvfwDHoMZCPakDPcMsd4KVECSH2GLs1Z7ShuPCSXt5f/kKhHy6STtjrI7VJHkljHjKfLF0xK2qJt00DKRIrOl1do8zVI53WQY0TdeOi0EgRL5/umvYDuKerHV3hihU0mk2oxsEuJ2UguZVAsn79yU2tZUGKxGB566CHcfffdktt1UAp+Ew8aNAh33313aB1hGIZhGIZhmCjR0NCAwYMH4/XXXw81y19BBngymcQHH3yAbbfdVvr7u+++i6233hrxePEUtrlz52LixIn44osvcMkll2CjjTYq2raqm1K6qOjRqcHVmqLQBFWtPaKQ+6dsAzgpdOifqvFybu/iVmeTXCAcEn1IVRKTaqIRyogXCFIkoKiB+K/QwEnq7qLbNHVvoQo4TaeoVrP0yHyfCwo5dx10mlSQTJFjWkyXkyCYK6baBUba5AWvVMJ2OYnOcYlKP5iV1FolzPb2dmy77bY46KCDcOyxx2KDDTaQEo40NDTg+OOPt263IEv52muvRSwWUwzwSZMmYdKkSbjyyisLadbInXfeiRtuuAH77rsvHn74YRx33HFsgDMMwzAMw5QIIVQRI2h7USaRSOAf//gH+vbti5deegkvvfSSNL+5ubl0BvgDDzyAadOmKX8fM2YMtttuu6IZ4HvttRdOOeUUzJs3D3/84x+Lso3aJX9F3N5/OdwgzagQZjpF22OqS0Noqx6WckyB+hET12p9zwIq4p4vmJGmGazz5G0lDQGeDim849Jz4Jutqu366pU0cFJRwH0qt5Kq0VLx1vl8A8H9vm3wb1sZ1QENwjQU6imreuu/lqKj7ZUryBKwPR/ROWblxX+MI26hVjndunXDrFmzQm+3IAN88eLFyrAq0Jms/Oeffw7cqVxssMEGRWs7GlTmgyfsPN+6gE9jPu2KzTkuY3IrkYwVU85warwYjC7di5oGzsUM5rtq7JPgR8XA8+8XDZRUUo/IkEcSPS7+0vYpj1RhdKgRrDfAXYNfj9/QNRngNNiUlovXuZXQLCYph2Y1Cc/Atq2KSa8Vui2TkW0DXVd1UUn5/l1K1wt95pcghP2RoW+PK48GpVLfRdkQcJTA9aDt1SIFGeDbb789brrpJtx2223S32+44QZst912oXQsLBKJBBKJRHq6paWljL1hGIZhGIZhCkUIgaeeegpvvPEGmpqacPjhh2PrrbfOa13P83DhhRdiwYIF+MMf/pAuKpkPCxYswMSJE/Hll18iHo9js802w3HHHYempqaC9qMgA3z8+PHYeeedMXnyZIwYMQJCCLz55pv48ssv8frrrxfUkWIxfvx4XH311eXuRgVSzCDNynRJiaqCYRyeN6QdNOUF9yuXMaEfkVCvGqpiWyhjiiiiHxVIEvU3Ra6rmMgch5QSvEiWVQJRqQKeP3SPTdUoqRuJTuW2VbhtVWwdpm0b1w+Q99sm7aCpb9WalrCUQZa1k1Ywmu+AUlNuH/ATTzwRkyZNwllnnYWffvoJ2223HZ5++mn8+te/Nq577bXX4sknn8QPP/yA22+/PW8DfMqUKdh///3RtWtXDBkyBMlkEk8//TTGjx+Pf//73wV5aBR0NQ0dOhQffPABhg4diilTpmDq1KkYNmwYpk+fjmHDhhXSZNEYO3YsFi9enP7pqhkxDMMwDMMwufGK8MuXadOmYeLEiXj66acxduxY3HHHHTjzzDNxzjnnZHWN9jN58mQ8/PDDuO666yy22MkZZ5yBE088Ed9++y1efPFFvPzyy5g9ezZGjBiBiy++2Lo9IEAe8I022gj33XdfoauXjIaGBjQ0NJS7G1WA/xaxCBBEsCBNU1vBfMKLm4ox3CDN3GkJ6VbM/uP6FIe6tIRU0TaNXgRRXE3rusZAVfnx5lfIO8h+xIgC7gqTAm5R9EcJfJSnTYGSKaKI+1VtU4BtMTEV1rGfn/9+Kde0YTrfecUnmE94aftezKrOlaR6F4b98z+qVbWjxQsvvIA111wTO+ywQ/pvRxxxBG6//XZ8/PHHGDJkSNb1FixYgN/85jd45JFHsHDhQqtttrW14bPPPsPUqVOlNNtdunTBNddcg5122qmgfQmUsLutrQ2LFi1S/r7aaqsFaZapMqolMDKqmIbnTW4IRgPebxiRthxirBfzzFIDjr6eXNDAStlw9X+c0Q8JasxTAzxI/nnb82F0KwnxxUyPWZiYgi4pchYUvVuVKWAzaOn6SiS4y0kxy8cX8fjb9KXI755aebcVqxImjdHLJqDOmjULAwcOlP62cvrrr7/OaYCfcMIJOPLII7Hzzjvj2WeftepfXV0dXNfFwoUL0aVLF2ne/PnzrfzI/RR0tcyYMQPDhg1D165dsfrqqyu/YvHWW2/huOOOw3nnnQcAuP7663HcccdZH0yGYRiGYRgmOvTv3x/du3dP/8aPH68s09raqgQ9duvWLT0vG3fccQd++OEHXHPNNQX1KxaLYf/998fIkSPx7rvvor29Ha2trXj11Vdx/PHH5+V7no2CFPCTTz4Za6+9Nm699VasuuqqBW24EFZbbTXssssuAIB99903/Xf6NcQUm+K6bshKjKzQBXVJiSomRUnZT+FXCw1pCKka6OhdAXRBmVR9VYMsQeabXFQ0gXgG1YwqrNRVQwdVuClqNdDClWKTYm2bGtBGAaf9pvudCvF+MSn11LUphQ55fU2qQJNbVSldb4IRnstJ5QRZhkxJ+1IZ749SIxBuZvKVbc2ePRvNzc3pv2dzH25ubsb3338v/e2XX34BAHTv3j1r++PGjcPGG2+Mk08+GQDw3XffAQBOP/10jBw5Eocccoixj/feey9OOOEEbLfddnAcB0IIOI6DY445piCfcqBAA/yTTz7BP/7xj5Ia3wCw/vrrY/311y/pNhmGYRiGYZhOiuWC0tzcLBng2Rg8eDCeffZZdHR0pMvBz5gxAwCw6aabZl1nwoQJaGtrS09Pnz4dr732GnbccUess846efWxT58+eP755/HVV1+l0xBuuumm6N+/f17rZ6MgA3zttdfG0qVLS26AMxpsVYFQfdXsFHE7n3B9ysIgFSTD9tcrpv+fquznVmTVwjv6wFRTUGZKZJTKmJM7RSFgqmyZra+5l1B9pfXKvbK+oVqiDtcJzzfath82aqNJsRb0GBqUfXr+bDAX2jH5tucOwrQNuqzFtIP2FLOaaIjHOErqO6FWfL6jxKGHHoqxY8fikUcewYknngghBO68805st912WHfddQEACxcuxLnnnoszzzwTQ4cOxeGHHy610aNHD9x555048sgj0aNHD6vtDxo0CIMGDQplXwoywM8991ycddZZuP/++9G3b99QOhJVdEP/2amQSGalemL5HiTFDNK0c0kptmtNcaDGimMZlEldAahx7zfQPRqcSM8VcX8xGXQ6I1vptxKIZ3KdIduyMQoCqjvFNPJ017CSpYbsh0vOj9LLAAXp6HWkni99YKXn+9CzDbo0ESkXCg2B8pmHGGRpT2Uc3/JSGfUu8qGcecAHDBiAO++8E2eddRaefvppzJkzB/Pnz8crr7ySXmbZsmV4+OGHsf/++2Po0KGh9fMf//gH3n33XSxevFj6e5cuXbL6q5soyAC/6KKLsHjxYvz9739Hc3MzHFKmOVtmFIZhGIZhGIYJwpgxY7DPPvtg6tSp6Nq1K3bddVcpMLNnz56YOHFizro0W221FSZOnGiVveS8887DXXfdhe22205xk1lllVUK2o+CDPAHHnigoI1FE7uvUntF3GbdYDliAxGqIl5MJTlcl5RSEXYwqF8hNF5XpqBM6qKicUlxjG4EMp5j6X7hd0MwKN5KEJ/itkD2Q+uWUDx10DbA1oR/hEJRvImLEJRAR7kv1KXIJijTNELhkW0r+cw1Lii2QZelTDsY5B0QJmEr3pEZJQi7H1b3l11wtp7qUbwpHsK1Tgppq3///jn9r7t27Yrjjjsu57prr722dj5FCIH77rsPb731FrbZZhvLnuamIAN85MiRoXWAYRiGYRiGqQyKFYQZVVKpFFzXDb3Se6BCPNVIVBTTWqaYgZK5tlPsbZkIsm1V8dYr2lTxNhWCcSRlkqSSIw9Oqqja4ldRbRVvf7Bo5/zcqqjJH5wqqsr8EPUfx5gSkQRK+s8HvW7I+RBkXSVChSxPFW/qM+7HNEJhVKk1PuFhBl1WMsXcLw6yLAZhqt7+tiJuoVY58XgcW265Jd5++22pAmfgdgtd8d///jeeeeYZfPfdd0gm5aHFSZMmBe4YU2Yi4pJiNpL1LilKe76+2LqFRMlg12EblKm4nBBD1+/mkCIGma1BZ8Lft6AGd0rIzyWhMe5NmWFMBHFFU+aTo6q6/WTWj4G4kDjyMYmR82E6f5SUNg+13sXHZJAr50fzoVet2BrB+uVr45iVEvMzvnrdTHQUKw94VGlvb8eWW26JAw44AGPGjMGAAQOk2MeGhgYcf/zx1u0WZIBPnDgRZ599NkaPHo0XX3wRZ5xxBt577z28//77OProowtpkmEYhmEYhmEiRSKRwIsvvoiePXvimWeeUeY3NzeXzgC/6aab8NRTT2GfffbBn/70J9x1110AgMsvvxwzZ84spMmKJSoBOUx2gqnWwYJJdepvKdVzRd1VKmHqXVL8SjRVVNW80mTbRJXTpTik2zYFVdoo3gDg+ebr3FOyTVOCVF40V+HUB0K6PjcfOgpAFXFTnnaqiFO1XQny9LdtULxp3zw6YqEJnLQNugwT22e6fnlLhbsWXE6KTYhBl4G6UcW2Qa35gHfr1g2zZs0Kvd2CDPCvv/4au+66KwCgvr4ey5YtQ1NTE84777x0InSGYRiGYRimuhBwIIIUDcjSXi1SkAHe3t6OxsZGAMCaa66JGTNmYNttt8WiRYvgedXzlRcOfsWvgn30/F/vkS7ak79PuKI2Uf/lCgnKNKqBBiXG5BPuV8ipogqqajrUf9kutabkB0z2S/EJV1Tr3Ip3Z9v5B/mZKjFSbBRZ5RjRUQRT8SLfcXBpZVLlmpaPGU1TqGyLvAdpWkKpaUOaR1sfcZvzwwBV8z6pKPQ+37rntk2VZqY2CJwFZfTo0TjyyCNx8MEH46WXXsLee+8dRr9qgmoeoooqpcqwEiWo4RMz5P3WuqRYGnSKC4pD87bnNiJMRrCNQUfXp22Z3FcogVwF6DGirhhK5pLcj2k10FF/fkznjxpGdi4odi5BOiPbmKXG8gPJD/0oNJ3LMJ/T4QZdFm/diqJseb5r5x1CEQjXbSTiHihFoyAD/MMPP0z/+5prrsEqq6yCqVOnYp999sHll18eWucYhmEYhmEYptooyAB/6KGHcPvttwMA6urqcNlll6Xn/fa3v03PqwZMadSoehKuql3GyphMqBhTz5UxKFOZr1NVDYoqzUtNgy5NQ886N4Sg1Q9tFFa1XyG6RJjcHU2Brr75NKBWUdeVqqZ0W/L5o9dhSuPmYHt+dC5B2drTtRUmtop4mNhvq4LdTiqS0qUZrKQR8VoLwiwWBb31J0yYkPXvQgjccccdgTrEMAzDMAzDRBNRhF8tEmolzPfffx99+vQJs8kqQylbUpZe1BZ2hXqiim1BGx22PuH+p6NJUVV9wO3SQOpUajUNYf4+37rt5NN2mNimxlSUZt8xp0WWqLpO/flVdZ1uLLcPuG31UFvFW0pBGWH1r5iwz3ceWI8WhpcO1lxEK/f8aq3WyhSOlQG+MvMJ/TcAeJ6Hjo4OXHLJJeH0rEIo5/Cl3BH6ouWb3ZZSZkUJ8iBX2zJU/zQYfMYXt89Io0OFuiqNWftmcV0aDW4LlxMgWO7uqGLOV06qmhIXIuXagIULimU1UZvMJmG7nPiveWNe76g805lOSvjcpQJNqM/pKrqu2AUlHKwM8JUVgA444AClGlBdXR0GDhyIDTfcMLzeMQzDMAzDMEyVYWWA77///gCAqVOnYrvttitKh0qF47hwHDUaKsyh/pXbWUmwimpA5QZlRjNVk32VTNP5KBzb686kettAlWFtHmrFZUE/36Sw6giqsFYqppEYPyYXIGV5ooirlUkDuEBYKt42udbDTBUYNNitkoLlwiPkd4//GCpuVEGfqzbr2z1Hw7YPKhWx4r8w26tFCrqaVl99dYwbNy49PW7cOKyyyirYYostilKuk2EYhmEYhik/K11QwvzVIgUFYZ533nk49thjAQDffvstrrvuOtx1112YPHkyzj//fPz9738PtZPFJOz0b3Z+XkUMyqwSn/BaLXRACVPxNin/QRRx6rtbTIU1TFRfdTppO1oSoC8hqmw2/v1ht22reIfp911KRTwqVOx+FFnxtrlXS/m+qSafcKYwCjLAX3vtNTz00EMAgEmTJmG//fbDiSeeiIMOOggbbbRRmP1japBKMbrtXVjyJ0yDOyh+w8nk4qAQwMAzEaRcuclYMRnkSl/K9PLUZUgB1EqWpmOmu4bNAZ92BnkpsXEFVNYtq6FU+EdJcQ3ySnWHDNflJMj9UsmEnTqwRgXwwqQWx3GwaNEiAMDLL7+M3XbbrbMx14UQtXooGYZhGIZhGMZMQQr47rvvjt/85jcYPnw4Xn755XTxncmTJ2PnnXcOtYNRI4iqYLuuXVCmaag5oEuKlbobbm7VYERHSQ4Tm2Nm6yqg25aicmryRmdrO6qjG9aKOCUiuoNJETc3ULo81MWsbqnDfK7DU46Dq6DhuSna5puPLpXhclKxLkF5wGkIw6Ggq+/uu+/GoEGDMG3aNDzyyCNYa621AHSmKbzyyitD7SDDMAzDMAwTDYQI/1eLFKSA9+7dG3/84x+Vvz/66KOBOxQ1jIn4TWqK7xvH7DtYwkqZJkW8hMqAHeEp2uVUY6lvoUlhDdLXoEqMTQCbyQ/Y2oc8RGyqOpbz2jApw/75tkWYSkmoQZUBA1NL67ddeDrFchJdxTbovZj/OyOIz3dQOCiz9gi1FD1TXPQPyIBBMZFyDahMt5FKcbcIE9uXdCrEbCLU3aVU62bDxtXD7PJjMqpTWf8ddWwMitDrMWiEkOgantnQXRvlqx4ablBm8VwYa+GZXAo8hBt2G+U7rpjkbYDH452LJpPJ9L9zkUwmg/WKYRiGYRiGYaqUvA3wF154Ieu/GZno5J8tZZqooMN2FkOENaJgRGk/o6KyWru7lLBqnW5btJ9RDobjYe/iUlw3A9uRw2Le1zbvn7AV78pwOalkOAgzHPI2wPfee++s/2YYhmEYhmFqhLADJ9kA12PjVmJyUalV7NUPfVBm+Xz0Skc5K5MVE8UP1VK9slFcKaaRFxvF21bBU+4BzbaoL3RxCx8V79ybAk9NCnmgNHgVcp8znZTWHz3/oP/g/QoviFyleAHsYVJZsQZMKcjbUq6rq8u7US7GUxilzDEezCAvblS67oFZSiM5KH7jp5T9psa5ySC3IahBZ1pfCpajZe0tDXK63/7jYvtSDuI2UsoXr+35KaURYJW7XvlADfFjK2Q3kGIewzCNR3M/S2mQ5yboPgd5f9hvuzKFraBwEGY45G2Av/nmm+l/v/POOxg3bhzOOeccDBs2DADw/vvvY8KECbj88svD7yXDMAzDMAxTdsLO3V2rmm3eBviOO+6Y/veFF16Ip556CnvssUf6b/vttx+GDx+OK6+8Eueff364vaxg7NxETBQzT3j5hvOjqniXcujS5PYRlWFUW6yrveq0EPKQLqaLStBr2OZetx2x8O+3bYBsefOCRyNNZ6265diP4vjvr+IFbNpfB+VMU1uZz2EmmhTkrP3pp59i2223Vf6+7bbbYsaMGYE7xTAMwzAMw0QPdkEJh4IM8L59++KRRx7BmWeeKf39kUceQb9+/ULpWLmoVKWRUskBHzrVu1LPT9jqn18lLWW6PRNBq2xa+QkbfMSDbDcqam01E5VjbLpmqWIeqr+zpT96kBHBYir/tu8bu3MdLMiyGt8nTHVQkAF+ww034IgjjsBf//pXDBs2DEIITJs2DZMnT8aTTz4Zdh+rFtPD1/xQy3+IsJi5h8PMy2rfdpAHaHSG40ErKRp84vzHJcwgy3LjPy4m9xSTMUKPsb9ape1Hi63BXo2Ea1RZbjtgUKaN8VnMgELjMSzix3Sw942d+2Owa6F4Bnfx8W+7ep8JQohQk23UauKOgq7Uww47DB9//DEGDRqEt99+G1OnTsWgQYPwySef4NBDDw27jwzDMAzDMEwEWFmIJ8xfLVJwwu5NN90U9913X5h9qXqKq5oFC9C0UcjDThNlp1iEqW6Y2goxpZtDJ4PtR5jng6IGN5anEqZRdabnxxCk6UdJUaisG91qlTqCj6pp2jbmjw/mUmJzTQdxp4jqucuHIPe6cn6KWpXThijn8WYXFaZ4cMUchmEYhmEYJi8Ewi1eWaMCOBvgwQlXRdVhp16Z/K7DVcjttm2zrbALJ2SwL1YUHsZtG3zC5VR0dspjpSqA9vuZfyERkyJeTMrpw1/MUblgAbbhBmjq9ktR8osYdEkpaaXfAIGS+vijcLFOAWrxnOagSyZKsAFedPIPyijtkGC4BnqpMAbgBHClCftFa+OSYpQANMub8mGHSSmrCFp/SBjcfGxcaTx6vCOKyV3IOsuGxT1he/8ECeIs5odB8PULd+MxE6bBWPj7p5yVL4O669kdczbQ8yFsv232AWcYhmEYhmEYDWyAhwMb4GUkqKoQbpVNSnhDjMUc9guz6ialpKpbEEXcmLKwdJXjwlTKArvW6FTsIj/wyzXUHbYiXkpK5Rpl2mdTcGlxKdydIsj7w3b9YubNL63iHW7b8nGgy3IqU0aGDXCGYRiGYRgmLzqDMEPMAx5aS5UFG+Aho/+q1X8RK21ZqFXFVtyCqCPKfLJf6vJuznlh+guG6Q/biW6+ZVs2irjJX9kiPV/W5qWATztF1VYpswmWU/tpcYwtj1mlElQRL+4oW/HQ3dtBfdXDLbASXpC5WZ2lf8n//WP7rDQRROUO910XbpB/pd4vTHlgA9yaMG9IalzKc6OUtzWq0eOBHuR0XcPxD4bppa/fti53uiPkea6rv62DlHCPsotDqC5Dhg+JPBrIm9K6CBXv/BU1o0qIOfnt+xUdgztcF7r83z9hV5cs3/ukuMe/Voxu9gEPBzbAGYZhGIZhmLwQItuISrD2ahE2wAMSZIgw6JB62KpENRCmQhSm2mHelml93cqGbYVchVNqq4RVM0NV00N+4OuqdJqOd5ARiVJSyqAx20BJu/nRCaoM08XOdtQmWB7w3MvmRzHTK4b5fGMXFKZ4sAHOMAzDMAzD5IWAgBdqEGZtSuBsgIdMsMqM9C+VUYEtaPorq3WNAZwB+kH9sK2Pv12QrbQtS4Vcp4gHDZgKVrGQqLe0nxZ+9kFVUC2GEQe1iE/hwaWKMllChc58XRVvBKOkirlFcZzwn1e559vea2HGtNgr4vQvuQvxqJTSd91u2zb9CHo+9MWL6NKG81ObNmlNUfMGeLTdOPRBMmG2HYTg/cptVJcyz7fxAWh0EwmQ89rS2HSduG8eWdYJ1+BzfevTsunlNbKK2JaxqmZ4eY+DELyqY+kq3lpVqTUYkyaD2+bDzv7+0IsAuv00bSvU6yh0QSFDmB/x5cTW4Dbul/D/s3pdUNgHPBxq3gBnGIZhGIZh8sNDuOPz1fupoocN8CKj/aK2VlRtXByKl27J1C+b4eCg2AYt6YcI7RRxZX1Hp8LReclcXc4LSS20DMI04WquHd08APCKOEpgIkjbRiW/iIGspcSkeAdJOxgUf3ueF/D+sHH/Isv6R5dW/EWeImk+g7jFlbKuge2Ing6TchzINSrkZ0hkRiQYhsAGOMMwDMMwDJMXQgiIEP1Gwmyrkqg4A/zBBx/EhAkTMHfuXAwePBg33ngjttxyy3J3KxTsVYPiBf9oFXCq5loWmbHBVllRl4+R+ZqqjppUckA2ZUxG56fqEcXbo4eMzDceU4s0dybC9Od0yblOmfxtLYIyw6yqSSmmT7dZZStf2kGzb3WGwPee4fz470eqMqe8du22bdISmv1+5emYW6+ddt067bZz9aMQbEYmBeTnmwcyqhBAEafPQltfav9ooXJMTO+LIMp9yGkhgzyvggTtM9VBRRngjz/+OE477TT86U9/wvbbb4+bbroJu+22G/7zn/9g9dVXL9JWizcEFTRq3QbTA1Odn9sooIYrNS7pfigPfgPaIUPDg970MpRcKMg+0wBD7brZ+qJ54CaJAZFEqzSdMhjkeiw/Usi5td0vG2LkEaM4QOjcegwvYuPLkbgEyW4NAT8aA7ikBDW4/feftZFL702Dq4fuGLuOfK/FyP1kqshK8fcl6SXkfoT4kal+KMj9jMcapen6WJM8HW+Wpul+S/e9kPfDEx05l82GncEtT9N7TTX3DAa5ph/0fRF3G+T55NzT6yzle77RDwW9K585IFpH2MGjpQxCjxJcCTMcKsrBafz48Tj++ONx9NFHY7311sPdd9+NhoYG3HPPPeXuGsMwDMMwTNXjrcgDHuavFqkYBXzRokX49NNPccUVV6T/FovFsNtuu+Gtt94qY89Kh+5r2/bLnioYdbEuZL6sbvlVCqpmeJCXTRH1ioqNNsPeJkxqrhowlVne5FJClX16DOtc+ZjVOV1z9qXNa5HmtTmLpOn21DLttnVpCOviskJHsVW4/cco23wdyrl1iJuPkNtKUaXft7pJCaPKZJxcw4nkEmm6XWSm6TVsTk1Hp4nqWcTRKzri5N8WvU/pNUlp7fhFmqbXGcX17WeMqJx1RCmOu/L1T5VhCj2fSSfz3DC5g6lKvty2zkuBtk1dShri3aTpbnVrSNOriXWlaZdsbZmbuZeXYoE0r9VbKE2niCIec/QjeP5ROqqm02n63KWKuGOR+pQeM6p4d63ro22r3VlKOpMZAfSMoza5r39bwg6qDKK+241+1IayXmtUjAH+448/AgD69esn/b1v376YPn16zvUSiQQSicyDvaWlJeeyDMMwDMMwTG4EQs4DHl5TFUXFGOArcV3yJR6PayNox48fj6uvvrpo/bEt6CHPKl7wnCl4kfpKx6maS9QsvwrR4cj+y1RppKqcQ86ZElAVaoEh2rSs5vpVvLgjqzjUX5Me3cZYd2m6DvIxo8pMQmRUny7uqnLbdfIxokp9R6pNbpuooA0+P1R6bun5oIGQ1C+bni86MuBX5UwKElW0FZUORKXTFAuh1wm9prvU9ZT7SUZiliR/lKaTKfm4yBC/bHpNGqrY6dR604gDHaGgsQiKAu5rm67bFJeVyA6xXJpempgjb8sU3Ojk3g/V51ue3+CsIk3HHVkxp7T7+rqcKMegI0SGfjfW95Km5YBoojoryj7pN+T585z/SdPtQn4eNiJzb9JnTKMr+4/7nxGAeszo88t/PpPk3NOxDHpN2lo5er95ebrDW07mk5FJ+oxxM+fA9Bak8TOeJ58/02hJuShmRU+mOqgYA7xv374AgJ9//ln6+7x589LzsjF27Ficd9556emWlhb0799fsyXTTWCbAztDlB4UqluC/MCsd2Tj0m8U0Ad7khjkCjTYkQ57W1RsM0b6K8YNNV58mRYsgxXpi7grZINc6avP/SJFDE/6ovVc8lKhBiGhazxjYNBh7JQrf0jQY0YNDp3B3Tk//ywPMWK40ussRe8vzSkwBSk3ub2l6XohX7MLnFlye5r9MBkYNFBPOWaazBhxMs90buk1Sw0rL5XbbYReV9QAN+Wfp/vp3y9TMGK9K2+7wZFdOeqEfN2p284cc3o/pGIkmJEG9REjjX4c+N2Tkp78vKLXN3321ZEPhw7yvGok6zfCdxzIsknI+0E/WBOQDfIujvzhLj2T6HNTySpTvPeL6vpE3Y+IWyL9EHfIh7imbWU/yDPDJotK0Heu6RjbvLsqmbD9tmvVB7xiPrl69+6NddddF2+++ab098mTJ2PbbbfNuV5DQwOam5ulH8MwDMMwDGPPylL0Yf5qkYpRwAHgnHPOwRVXXIFDDjkEw4YNwy233II5c+bglFNOKWOv8k9nFjTXcJAAErptqrzQYW46rOpXmpXUWjRfdoB0fRRFUaCqjyFQjyplbiyjrpiG+qlS3+HIamKbIeWhP5UaVdOpQkSHqj1Xf135lU6qriccOc6BBkJSlBzlikqauRboiENQrIKY6HVFA24NwaP+5dV7yTJQVZnOHQxsW5lUCXL2aLBd7nR91KXBFNxLoV3zu0aZnj/UtSMBEgQL4qZAXW9oEKEPxU2EBB67Hg0ql9V4v6qt5vfXj/jEBEmlSc41VXc7fMGk9FlJgzA7UvL58hR3GFlZToo237/1KQ5tXJmyTUvz6HOWjjzS9Ipkvs41TTn+JvdJGsitBEDL58dU/VVeNv/AVECfUMA2xWQ1KeRMflSUAX7WWWfh559/xr777otly5Zh4MCBePbZZzFo0KByd41hGIZhGKbqYReUcKgoA9xxHFxzzTW4+uqr0dbWhi5d9Cm3SoH5qzV3EFNRh10MQWRUFaB+kSmirvgDYagipyhKhlRoQYJPTYVElMAj6nLsU15Mai5VdVpTi6Rp00iAPx0j9Z+lAZyKgir0x0gKOKR+18T/NUXONU0TaQyc9B1jkw+l2ZfaIqWh4d6iaq9pNETGNjWjnfqrK5ajSysIZFHAldEqnwJO+rEsOV+aVtIO0gI31C/eIiCa7nObociMTuEGZCWUXsOKnza5nzyaSpD4o/vjN9pJzApVXClKgRuqeBM/eylQkjwjEil5dIqOUMh7AXS4pG3fc9p0H9P5Yfov02u0gxQWo+e6I0VHVDPt0bSPDnl/qGlRwyvMY3tMSulnz1Q/FWWAr8RxnEgY34BdUIepope57G3uecbhLPJipS91xQhL0Qeo/CLwQwPQ1JzjJCuKQ7JbaPpuHBJU3F9owCc1CugrLoMSOOToh3gT5BjRaH054JPcaiQOz2aYlGIs+2xwP0qmaFVOknVA5M44YRu8GKYB3poiw/nEWDG5W9hgcoXSLS+U45nboM42X2lbc1yowd2RXJpjyU7U7Ei5DV9TMC41+Khx2ZGkzxD64e4L+CRGWUNMnlZctmhQIPnAdX0fQSaD2wR1+aLuev72qbFOMd0/OqOaPm+MBrdl/QXdvUr7RfP7m869v236MWWsQ2C69zQfuOpHob7egnqMghjcFRNyZ8QTISvgNeoEXpEGOMMwDMMwDFN6xIr/wmyvFql5AzxIgGA2rIa/DNX3VHVEt1152royppKLOPfyVM2lFQhpTnElnZ9muL5z2qdYWKo2igsKwb8fNC+xkteYqGrKsKpH0y/mVjpt019RdxaKX4XzDMGjJhcTU99cJ6NMmiqqUgXVhM7dgirD9Ny3JRdL0zTdn04BtE09bztalWu7nf3Sp9ATJtXUt21ldIO2pQSo0YBD+ZjFXfme8KuTJqWyg+alVnJ1G/rq25cUPZd020pgnrwl19GnetShuARZuTbJ6jzN+52KkbSDMXmEwpQT3n8v05Erk5prwuaaNj0rTaMlujz5dCTSeO8Z0tjKOeBNirfdMdS9w8OuuslUHzVvgDMMwzAMwzD5IRDMGSdbe7UIG+BFxyYFEvVdI75wGoVcVccNajqZpmm+6HTca8g5j6qgNACKKuBUgVUV2sy0bYCN0a/Rd0xpYZ0ukNWqLo5caIemBky4cpq1ZY5cvc+v0CqpzahCZAiSpUqLLh0Z9QWlQbMUpahMXFYfpeqhLlVM5TRpJv9a2lfVVzQzrbsuAKCDrKv60eevTpmCLk3KP73GpXlCfw07DvX5Lry4l9IvksaOthWPEcWbpPdriGXuia6kmistrNMRl89tnDwnaF/bScVW3X7SZ0bS0xdp8t8fAOAid/pRinIdOXRS3jb1R+/mZArDNQn5GUL7uTQmj+IkhHxM2jw5aNN/LyvpQw3VQSnGVJy+aeV9QEY9aREmJeaF4H9GKc9GGO4tywJE/uOkBO1TxdtyxFXBf60EHJWuWau0hmAD3IC9S4o+16rdtuVpJU5Bc7Mr36f0JULzUpMHrFIJM5Zpj75w6EOLGrbU2KT5tGmwY8p/zIv4EKL96uLJxodSsl3IBzFBKv05MZLtwh/pT7MyCMMQLR0GpxknfC9mJSsDcY0xXYNqKW7ZKPMbYaby4rQcvBqwZsgF7TMwqIsChb5Mk2jLsaQZ2+wtal733MGmguSRNgXNppTTpfuAktui+bFpv+hHjVIxknxQ+e91Wmm0q5Cvf3qvNpJrpa5ebnuZK2ds8X+MqVmaiHsXyf9Cjeo28ozyV2o0ZWPxyLoU+pFJn4d+o7uXoVpujOQvX0wujYRDMv1IAYV2wbsmA4++b/zL0+ukjrgZNjqyeBGP0Y8v+X5pT2aeX/T4ucjffQXIkrVJ+TDJ7damHrOgdQ7CczsJki2s2HAawnBgA5xhGIZhGIbJCyFCDsLkLChMfuiHqqnbiKxEBw3opNO+bSuBK/nneO1sSZ860D/XpHJSZZkur6Yl1LjWGJTJIC4pSvAiCbaKkWcCrYhXRx5AVPFL+FRvOipgm1e6IyWru/79oupgMqVXglX3CRoERdRDp2vWfwOqG4ICzVFOXZ/odearLmoOkKZKF8h86uoRnqKkuinkPqZ0u/Sha0pLmFKuYf+2yTVL+tEY70Ha0lfApfivww6XjFSRVH+NHgnGhqyQe6Qiq4jTZ1RmfntSdi+iAYemdHKU+pgvfR9pi54fqoDT55tSYVLzbDVdcS65QZQqjxo111a9DRKoT4Or6chXHZmmtpkStKkJ1lbdQAxVNZXKsVTlzjwfaYCzTR2PTvIPxuYgTMYEG+AMwzAMwzBMXrALSjiwAR4Qc8U8vy8oXZtKdoavca1POFVp6KaIyuOSoCYSHEcDx/yqg8mv1HUNymVgP7vcmAJy/ME/tHrbckcOgDL5elKlpoP4suueKUp1PdAgM6pqt+acVtIOerICrlyT1BXUULBDUkFBKvORaaoO0gBQep3Raamb5DoTdFpRQUmBJwsfSmPwlUXhHQCI+UY8TKnlzGjSdBqeGdRnn47ytHuyjzGNH1juO7+04EySKOJNNEiT1HV0jUHlmfn0mk6SQmBqfIA+9iYZa805jwYUxlx6jbaRaf01vDj2c/rfLnnuUsV7KXnmtEIOykx6uYtL2VZl1AUKZ11ec/9QVbqDxF+0C/115R/Ro+ks6XOWVmm2LRzmV73p6JL5nWt6huivaWkeK+IMgQ1wgu1NogzraVxS1KBKyxexxiVFGMspE4OaPLRoNgr6kFNzXmeg++zW6w0+0xBimCjZEXwGOK2kmHTll4jyYWGZj9a/Pn2pUGM9mdJnMlFzJuceiqbDrDT3s0NcaZSsNGTbCSzN+u9s26bXiSkDCzUKdMPegDzMbTLSTNkrdJiyJajLk6qEbmbalBEiSDU+04cDdRmiJGkAtLdImpZzrZMsP3GybF1vabrR0QcgKiXcfdcOdaNK0cBiJd85NcBzuyGYzgcVGNpd+iyU+51IyUa0//5ZGpsnt03d95TsLvL5UF3P8n9WBjX4dBUklcxLRECgFVnp+8UUYK1bV7026DEiz5wQK+Kag7P903ZZTyqprD0r4OHAn2QMwzAMwzBMXoi0CR7ez4affvoJv/nNb7D22mtj4403xnXXXQePBgH5SCQSuOeee7DTTjthwIAB2HnnnfHkk08GPQyBYQXcErOqQIJNfP/2LFMFUsVbF3XsKMvSNF0E4gVCq9hR/OoivVloNb0EGdJV2iIKki7fc9C8rLpKgQmSh7jdyZ2TOltfYm7ufNmArKRRBZySUnJ5BxhWtcQcEJppn6rjqjqVe8gcyFZFlaS98107NNVZyqFKsV71VK+V3NVcKao6Jc+niqyyvu/80etE1T1MAYX5u6rRa7CrIJUYyXOBprlTAhJ9+0H3OaUokeTaiMvXBj3mOtcC5XrXjAAB2Z6NxCXPd8iEci/qAx8VtZfmsk/S3N2ZkTXbyrH0XrRRitV3U+7RpXzwjwIlHbkfrkNGJMgLhVappc8FXSVMxb0lSd2PqOKdINOFuziqbjr6Y6o+R3QjeEwYJJNJ7LXXXujbty9efPFF/PTTTzjyyCPR2tqKcePGZV3nlltuwQ8//IBx48Zh7bXXxr/+9S/85je/wfLly3H88ceXeA8y8BXCMAzDMAzD5EU5XVCef/55zJgxA7Nnz8aaa66JwYMH48orr8Qll1yCSy+9FE1NTco6Y8eOhePzAT7xxBPx+uuv46GHHmIDPMqY1EHl650EOfmVF73ulcV3zTgso/EBN6UXI1/yVGmhqp3j/9I3KHQdKb06SOcr/s0a30NbFH9a3/mhih1FUW2UAENyHMjd5A9GpSqaKc2g6oNc+EiAkmaQnNs6MmJRF5MD9/xKfgdpi/qs2kIVJL/qrVTopEVkaEVWV/avbWuXffylwiLK9a2v1qpc8YraTlU4f8VCvQpKURVBcm/7RspoW03xPtJ0sycr4EtdWfGm1V474vI1LxXH6dBfc6a4ElVdp7EH/nRxpuA4ebjQUd7f+iqPOpS0dx49t6ZAb/+9TJ/DtAAaCVRVRktyowQpB/Qo1T0rTXEipsBi5T3qO300fqKdPPtSHhmJVN4X9OTr+kIDf+mwM/Xppil0abpRTfpRY1xW5fh8U8ppgE+ePBkbb7wx1lxzzfTf9txzT5x99tn44IMPsNNOOynrOGqpcLS2tqKxsVH5eylhA9wS4zAeuY78w1DURYnm6lZKUNOHgeJmIjm4aNtShq1JTl66Xw1xOYevfz9MGTqocWIKojHnO7chvDytsZj+5lQMWeIy4T9myrCqwSA3HQPXZ3yqBoHclmLIkn77K10CQFe3lzTtz/Hb4cjnju5zGzHm6ccWNXTrY005p2l2BHqMaD/jdbJBTl0D/C9EWiadZsKgx5S6J9FrJ5WixlBmfZuXNgAlY5FDsgr57y/qwtMLa0nT3Uh+5laS0aMrydVNHxuxhowB0kqCLnWB2YAazKhkrSHL63Kn0ww41OAW5A8uqejpv+aD5odX8rqT54R/vinAnLopmD7O/OeHtq3UfrB219Pn1Ze6QQzTOHmmNMblDzuPvE/87n1mdzuTu5GFGKFEZtN7UW9w0w8kU00FP5UUZFkuWlpapOmGhgY0NMjP6h9//BH9+vWT/rZy+qeffsprO2+//TaeffZZPPTQQ4V3NgQ4CJNhGIZhGIbJC68I/wFA//790b179/Rv/PjxyraFEIjFSOrKeOeHkC4QcyUzZ87EwQcfjGOOOQZHH310CEejcFgBJ9iqI6a0RH6VQgnIIYffdOnQwErZzcTwLWUI0KGqaNc6eSjbn084CVm9XZaUU221dcgBODSIRlU4ch9zUyVMk+Ktc7+gLgxUxaEoqg8J5lJUUSlVoGEI16SUURXbp7rph8BVxVVxOSFqYRPkfM5NnupTt5JljrzssjrZ7aM9TtIWKpUbadXUeM5lO8hwflfIKludKyuRi93vpGn/caLKI1XyqfquC7AFgA5y7fhVPSVNpyE4i55rJRDPd1iocr+q10OabozL+yFSJE2hkPu9qpBTCXZ1Msrl8jp5RCEh5GlTajrqrqTWB8jtekaPoRKoSu6v+rg8quM/TnTEzgQNMKTPATpa6EipZ/Wp5tSRL7Jtsrxu1EFVWA1ubIY3jvA/p2kcsCsfE3p/dInJzwU6ArjczaS0bCWuYqkkqeRrPUKqcTMJWfHWVvRkxdua2bNno7k5c+9S9RsA+vTpg5kzZ0p/mz9/fnqejlmzZmG33XbDHnvsgQceeCCEHgeDFXCGYRiGYRgmL4QjIBwvxF+nW1Fzc7P0y2aAb7vttvjss8+wcGHmw+2NN95APB7HVlttlbPPX3/9NXbddVfstNNOePjhh5WCgeWAFXADVCWwKeYBkC9k8kFs8Nq284Q2fm0b0mGR6XpHVtb8qigtItPmyIo3hSrenjFwz9dXolBQ9z+T4q3uZ6Y96n9MFW06XU+qCtYR/9oO4l/bhow/WztVwBW/RlMVO3J+iOrmJ0FENaNfKYEWHKoTmWMWo8owKeoTJ4pQGykEQ68dj6YSlAKL9QoePdd1Qp/qUadIUcWbXv9UqXfj5DrzaIq93AGFplE1GpxIA7uFLx0jPVcx0nY7GZJtJb7sXYV8HTUI+Zr2n/sGcj+0OvL9s9yV/TdpoR36gKMqdkwT10ChlXoFuQ4b6+TREX+cwzL8LM2jKrRtxcg4GUHq6vbIzHNo8Sj5eqcVI2m1Udo3XbCjWqxL/0ZRj3HuwH1lSbIt+l6kFVip67V/tCThkgrEdATI4P+voBklpYq3NtlAlr6Y0kaSmRLVpIiLkIMwdSmWKYceeijGjh2LCy64AHfeeSfmz5+PcePG4aijjkLPnj0BdPqCDx48GBMnTsQBBxyAb775Jm18P/LII4oLS7lgA9wS08tUrYSZO9+pyQXFxiA3G3AmVw2SFUXJF5x5maoZPXLn8QYKye6Sf+Ck6fgread9D1yTwU2nG0ACu4T8MPccmpc6M01fpKZctaYXgf/jgQ6JKwYcOd7U+E+QcuTLYovkbfuUgkaPBCs6di8VaoB41E3Bd20ppc9J/vi2mNxvWuqcuvX4r0tlnksMHepepFxX5EVOc0trguUo1KhSct9rDCfq1rGYVCqNefIxWeLOl6ZTLrlXPeLW46vcSF+4pn7TZ4j60Zn7HjB9SKtXHXGtIZl86t3MdIJ8KCQNl7AaPEqDnKlrWsbobhI9yLq5M41kgxqf/ucIvc/ts27Q51VuVw/Fzc2Q072dfHzRD0V/BVDVRUs2itXr3ySC5c7VrTxXDUGw6nVIBCGCTQ7yIJmtapmmpia89NJLOOGEE9CjRw8AwGGHHYa77747vUwqlcKCBQuQSHQ+H2+99VbMnj0bL730khTAucYaa+CTTz4paf/9sAHOMAzDMAzD5IUHL0sWt2Dt2bD55ptj2rRpWLZsGerr61FXJ38YrbHGGpg/f37an/z666/HlVdeqbRTbiWcDXADJsXbShFXU1FK2Cri/jSEyjC1cdhbX31seXKBNN3qZPytqJpLK0qaFL9goQcGlxOqaLh0yDGjVJqqU1Kl3z8KAAAuGTWgqo8/YMp0THR5cgF1qLTRzQypU1WmgyjDat514kKUXCRN02sh4WuvgeYIh7xtGnhHjwk9pkrgnq9vNOCM9ntZTL5G6flU87Znhs1pakxlaFm5j0kwI1UPNSq1onoqyhcZFaDqvJKmzTdKkJTP9U+Ns6RpekyWdsyRphPkWqHuANSFwk+SuFzRkRTT+aPpTD2pumuwET3qQhRH5jjQ+8VRKqzqR4yEIdNC0s0cFzoK4JHrht4vFHp/+a9D+myjI4/KMaJuO8rWaKSll3MedUGhgfcU2hd/3QN679C0jhQhaLC8/k3p37ZZ4abz9dVEddepbdArY0+2ojtA56ht7969peVyLVtO2ABnGIZhGIZh8kKsKMUTZnu1CBvgBKPibQjK1M03qZwUqogLzde38iWu+BbqlWLa79aOX6Rpf/EcWhjBhEtUOE+pKyijUyxov6kybEot6Fe/FOVYo2ADQLsjT9NUdNQf15/ujKpoVL0yPYBo4Zg6X3BjPQl0bHVJWi+ybX8RDEBVs2iatkQso4rSwFV6DBU1l2ybqqC0b34VVA0qoynZ9EF+asq3zLZo27QSKVW81aqD+nRyUgpKg08+Vbxp39Tj4N8P+VwuSsipF+k12paUlUo6EtBO/KP995upMJJyLg37baMemrANjg+CWsVWnu8fVVDuD3IM2smogRJYTO5t/3VI/arNcT70BqHD7/mn+6NxPR0peT9oKlQdtJgUfcYYU1Aa0Ke11SvcQahmH2/P8eBYxv9o22MDnMkH62ElfwpSJT+p3iA3DXdJ2zYY8+b82LKBlyBDismUb1ox9kmgYyx3FU0AcIwuKrnX1WU1AVSDgwbH+Yfk6fBuO9kv6lqjHDNDpT+/QU4f9Kac4xR6fhqRcQWhwaDUWKcBUilyTM0Gn8+dghhV9EOCQpdXA3RzG8mmDz3lmJJzrRtuVnOnyx8GHYZzrcv3T9s3GZ7qM6Twl5FSlZaea/KhQaf97hOAfQYdHTbGjXJ8DdcNff6ZAkT9UEPWo+5fSgCoPqDaf9+3u8QwpS5axAD3B4t2bps+3zLT9D52yXNAzZ4jT7tkWjlCmvuFZhOhJMmHHW3dHwxZFycBsySHu0s+tBUXrQD3Cz33JkzbkrM4GZatIoOcKQw2wBmGYRiGYZi8KHcQZrXABriBoC4pNpjWVRQkg+otr0vyNyuqtRy0RJXLZMqnQjg01RJRIkkQDW3bpgqkqoBTtdfkgqJRwC1TSikpplw6mXt4k/aT5g42Bfkp++UPKjNcN/SY0aqPJjcS/36YlGBF3aVDvBZuCKZgXX++ZQDohr7S9C/u19J0yper26TGmlRqNTVd4S8QdVicXvN0WynfPPm66FovV7Kk11EHCdo0DZP7VVNTAFuYw/uK+4pmpCTbfF2KQxPKs5HcLxT1HZHZb1M1UOXZRw4RfUb5n18phxwjVx/cq6Q8pK8TJbe6L4Wuq79G6bmlT3Q1Fa2vG7SyKBkFoM+3JKklYHPuTaqz7XxTALVN20ztwQY4wzAMwzAMkxesgIcDG+AGbIMybKveycva5aTUtU1VAyV4kRaZIaqDU5db6TcFx1HFmwbVyGsbihdZBhopPuHIPU0rJyqFeIjqbFuUwa8oKQo2TZnn0OBFuS3lfPqmTWnuaL/p+akzKJc2fpIponS5NO2gZ1BNfcdMSatGlu2O1aTpXl5Pafp7sp8dvlEck5pLlS2qqRmVf01BDtMzgQZf6ypy1dfJ/rL94htJ0zRwuLVdDtClyj4NavZf43QUx3Q/2I4GpnzXCtUR6TNHJXf8BQCIWP7ng96rdXS0ytEHo/rvbaUAjaNPFaiMVpFnVNKvgNPiUeR+ibsGo4ZmHdS9TzSFwAB1P9rJtZIksQb++6WOjJgqVTQNFenoKIOg7xP/vWlZndLG55tOV7PizVlQwoENcEKYUdCA/ua3djkh+B/utoYpNS5pmXWHJKj3vxxpxgjqUqK4WxBjM0WHEOnQqM/4tP0oMeE/5tQ4VwzwmN5Vgw5Vq/mC/a4CpJS5IXsOHUalhm0HMseQvtRpbm36IqAGBs2ZbOqr1C9iKjkkNzTNmRwzBYbl3JJqBHT1ZCOg0eQiobmfTEF9ioFtyAUd5stXzXWfub8a4nLA8xreGtL0UpK7fl5cPmbKx7PGpct0/VM3Kop6TdNrJ7O++fgZXFI0VTnVqrR6N0Ll/iDz6aeB7n5RPqQN95pSJdL3zDJl6vGIi4ryYU0zYWk+3JVnBg2UNL3L6IeI74OKikFq7nP9MVOMZJrg3Mk9z9bwU90Sw8vkw9QebIAzDMMwDMMweeEhBSdAnEW29mqRGjbAY+j8NC5d/tig2KZMsoEG++hUVKogUUwKhS73M4WqCC5owKAhH7MmhRi96VVFyaBaG7YtBeSQU6ccE0OVwKQjTy+P+VwJiKpDU9FRqKJKjxE9DilpWFVfyS9I9cPO9jXp4mjudKKeL9cdfzKt5kQmk5YKrI3aZR5ly1+5p+eqnqicXQVxNyIBhfT469yqTG45quOIjHJ/CBqgmLk2lHzxBrc302iiP2c8rQyrpLMk57bBkUcZlHs3tUiaTvjcyUzuKqZgUSVnvO9+M1VjDRP67DNVEabQvvnVd+riY1o3SICt7bq2wdhhPgeEWqqUqTJq2ABnGIZhGIZhbBAQIfuA1+bXRg0b4Clky+MX1AdcuSglf2bTF6/+6zyF3D56SnEcJYgvf9UZAOKOHBjjV6c6krJfKfUlpAVsFOWMqlkaVUEpyGHYD5cqrDGiiLuZ9Wk6K4qi0BmOmU79oJXiWr1fyHy5cIUpkHIRMhUPV6nrJ82j/pqKUqZUlJQVwSTI6IcmsEhVuEmaNWW0Qx9Y6b+W6H40kAJPLc4iaXqOo68A6ocW+TGluaN6r61CLmNSuPW+vf4UcPQa/cb5VpruK+RA1W5x+VpJCFIoRjkumf1WU//pU+pRpZimFqTPAV0RJtP94BLfdXpclnYsSv876dGqp/rn8hJ3njTdyxkgTcfj8nXa7jum7YLcW7RQEjlGCUc+Hx4JpPSPTCZJgRo6umRK92o0oDQ2UVtKvtdoASGlKU0cCj1XLd5P0jR9PpneXTaqtO56B7KMQBiOoW5btrZF2PFoYcKVMMOhhg3wlRQ+hJQXPhuf3rzmUsH6pk0Gux9qvNPJdlKenL5s/XnAU4qbAXIuCwTMja48hPQV8lxHb6B3OJmXb5vhARekiqM63zB0aXkd+isYLm+fr11WxS6zjK5faj/t9kOteOgzLpUS7bJBMZuUVVc+Bsh16Df41LzE9AOWnh96MwZ5TtD7nEZn049O+T73z23tkA2hH8TH0vQ8d6a8KY9k2zEYzTrXM5MxolYHtTFeDM82QV075LaXtpmypvjRB0QvTnwnTS915+q7pjlmxqwb5JmTcKmYkdsdzPSxq+aozj97El2XZjVZ7iyw2pb/XrRxg8oHU4YieZ7e4A76nNYta86kVBsZVWoZNsAZhmEYhmGYvOgMwgxPoecgzBqjU41xVAXVuh3TV23u1m2UR0CvJNt+matf23r1RFIMNUP7ACAcOj9AukVlFEBfXc+jx9jLraDbKCWd822HH1OaecGgaQn1mLZduqFOdZSHnk9fujjaL8MzWnvNAtJ1a1S0ixoBRSsUKjkPtWtLPSXHpI0oj+1EQdXl3O/ctG7aZsRH7Ry9fxR094jyjKDLksBii3oM9Jh4JMWkR1w7OiCPrKiEODpisR17tdYQAOo7DraVY004PpWbHl9TlU1zBVaLdKN0vmWQpfGa1m3L8IiRXbJq00e62qlZA5xhGIZhGIaxJdxCPME+WiuX2jXAhQfAUVQyqpyYISqCQbH1E+RL3kTwL32Nj2wJg0PMPsbyXDs/enpuDIpQoMA7SpjHUO+/TFHVX7rfRVTwDP7OQmiUSuOIha0ftwaqSluT//l1sgSD65B8jGkhJHp/pAyjVaZKf5Ifqp3fvLqt/I+/7TFR1jc8W3XLmp+dJuXfT/GG1q2fRwFG4QILsMox1qWDJaMXwvReDPIsLe4oQhDkey9aCrgnUgjzHeZZxLNVE7VrgK/A+BIPTP7ZEAR1r7CsLqZd1mCYKvOd8l0a8kPPctjU6qVU+PBhJ/oXgf4DSu9KY4NaxVGfsYO+4FRDNbwHq2JIGV6e8nHQV1ZUq6TqA6rkntDrxFRxNUjV2pCruVpcK/aV/opnYBiNamm/TO56+mqJOiPN6Opn6KZ6v+kCV+naJfzIV/ppl39eWtWQqcfWfdLRnGvztvXoj2G4BrfNtlRM++VfP1oGOBMONW+AMwzDMAzDMPkhQnZBKWYRqShTuwa44wKOE3pwiQ1qACedDzLfRqGg5M63nM/6joWCZItOhTCls1LzNZsUiwI6uAJbFUh/zIrpbmSr8tBgxSCqDsV2PzPH1P6Y0G3lXtI4uhRitcqgBFHZbF3RdOgDzGHtmqa7n5Q838qInOF5VsT7i1Zg1d1/dKt0dMn0DlD7op8vteXSY5b/80qdb5dAIMwMGTZuUtnJnc6vuC4mwe4H+VyzAl6N1K4BzjAMwzAMw1ghkArVVZEWi6sVatYAd5w4HMeB6zQYFpQng/tU+vsQxG8O0Pk1qtXzTPP16kjMt3zgaqGG1E6epIDri+EEKTZhOpe2KqkufZau4mN+25LPj64IU9DqbaYqhLq2KMGU5mAqpk3qOftUZyb/dAs/bWP6y9y+7cY0aZZp1XT+zEq/DJXw7M99ZpreH+bnWZ1+fgBjQVecqHM6d0Ecu2JdnVsLD/01bfOOoNd7zBAjFGRk2XS8TcWN9MeYvB+UURzam2DxAtp1DW377y8hPKQiZKN2nqPwrlWuhFljuE49HMdFPNbVar0gw2G2VQFN812NUUxfSPSBqb7g9EFNMd981TixCzKjX7u0HLD/Aeu5+up7yrqG5YP4mtkaba7mmNHzYf4Yy32MTaXmBSlnbVt+WVeRLajvnk12CvsP1twfldQgMxvgdsP3NpiOoc7goOcjyLnNOq0x9k3YZnmSzo/BoDbdP6bnmQ2mY6Y7P9SwoIJCkPeJ6X6wPYa65ek80/1jQnuMaMVV5fjWS9PKO0Aj2ggh77P1ByohiFuo0QAn914q9Yt2eabyqFkDnGEYhmEYhrFDQIQchFmbPu41a4C7bqcC3hDvpl3ONBxGMSlOuraCKHy2CrdJIaeKn6SAU3cKS3WJHtMYSC52X19SQu6n58jLulQt8eT9SDl6RVCap6Sts3ML0alyJjXKpN7qjrF6jeqvwZiicpIhdDJq4FmooLrjmw861w6TW4GNim1STI1tI//zY0I5f8qIhuwm56+CSs8tvR/MCrn+2pH7ZamAW4xIAPIxVF20yPE2uNDpzp9pxM7kj6oe09yqqjoaJau3toqrH9tRG9Mxo8+vGDL3hOn+sMXzuVdQhTtF+qG8A8jyNE84raDrwV91Uz8CEXiUWnILtXNTo8c06SV8/UohAabaqFkDnGEYhmEYhrFDiBREwGJZtL1apGYN8NgKBTzmyuqSfVU0g/+txtdNactSEbdRjEyqtU7xpuub1jWhpOaiSox/NMr2HqeNk0PuaY5pkOMP6M9BUMVVR0wp6EQVIIPCSrftUjUxs7w5iC+8R4ptTISNn7ZyfVsq3IqaazEqRM+Hcj+Q+SkyQuTvK1W0aT+USpmG55suINoWk0pq5QNuOP6mETybftEzohwD8kzyK8V0edO9pgT5B1HALY8R7beyvM88ML5PDGovrXQoFQOjz3hjYKQBeoj9x9Rw6m0VcO1Ii2WslO5+iJqBykGY4VCzBvhKTIaRcThSMX5oztjM+o7pZRfgg1I1hMh80s+UUlaaLi/vt/9hTQ1mGllOH87qMB9xedAYiLoAzc62Ch/CDRvdOVCOCT0G5Hy5Bpc4+eFsGxxHzp/phRfggyho4F6+86KGzQvFdH8EQTW49W0rz8MQXTNtXSZsMAUHSx8tAVOemT5SbM5fmPeHLaorYCznfNNWU5ZClfyRYjqeBhc7i2NIDWa6LdvsOTaii20gsLx+bfpIVzs1b4AzDMMwDMMw+dGZBzxEFxTOA16bqMpJ/kGUea2vSRlmG+BJSfnXN1TNdA1D0SlHDvHQDefb5kSmWKW9swgQpOtm25ZuuxQa3KOsb3JD8K1PcyYr6ogg6pPJ/ULTt6CV42yuYUrgoURN+67QK6imIFr/Na0sq7RtcEExuVdYpI1U5lsorMY0ahYuctkIc2iYqumqy1f+zzN6v9AjqijFIQqItvePzbrmjWf+aXTRIsfIPxrbuT555tDgRovAVRO669A0gqDWfjDkAQ/4XpXaoiOThkqmkk0a0JXG5rnLVCY1b4AzDMMwDMMw+SGEF24awhr9wKhZAzzltcNxXHR4rdLfTRW+TNhUdbRNgRTkIrUPaNP54toFk9j220bhU9fV+4IGwb4yZu5RA3Xd/FO0BcVW1dQXl7IbOrQ5H2pAoWF5i+vSNug1SKEkW0yqtW5e0LSpxcTmqrMdVStmfECYx7C0zyO7Z0ox4y9skhMYfb5DfG/a3vc0xaHrkmB630iaQyvFGkZhdClDOQizOqlIA/z777/HrFmzMGTIEPTo0aOgNryVBnhymfT3pGX1PRM2VQTNw8P5v4htsdvPcgbDRelGLdxoC1olrZQBiWGqE2FWIg1CUINbWT7Evtkco2J+tEeZMA1Z47YCHMNiHn/razTgMydMbCqs2rwH7TEEBhuEKeoeE+S5rFZYTeacx1QHlZNWAMB7772HX//61xg6dCh23XVXfPTRR+XuEsMwDMMwTM0gRCr0Xy1SUQr4l19+iWOPPRYTJkzAwIEDA7XliXY4cJAk5139gg2mlOm/XE0BVCZFvIjBPhpKmw4uvKF9E2HvlymIU7tuxYxIMEwxCM9NSlk2oIJaqWpkOdN42h2zsI2x/KvrqsHY4dkD5mOgSUYQsWuOS9GHQ0UZ4L/5zW8AdLqgMAzDMAzDMEwlUlEGeCEkEgkkEpkUey0tLQAAIZIg9bg6UT7E9IEsSroszReyfXo4u3RlMoav00B+jYYFrJUW3fL69H1m8lfQw1YZAikEFoV4ghLE97OSfNGDnI9yKlBBjnGw4h+lRRtsap1arnjFcCoV43NbSxGPken4B74mM+2bClMJQ8VP0/3kP8Zhvu9FsJMXOp1ZUMIsRV8b9yClrAb4F198gTlz5miX2XbbbdGlS5eCtzF+/HhcffXVOefbDgupxiIx8AJck+rDwbS8f9v05jXlK7V9qPnXD/ZANL/k8x8yVOaHaExaZ28JMXguzPWNblKG/Nk2bZmxWd/u46u4wXLl81G0efda50Y3ns8wDfLaeMmG+xFDn4WFX4eRNXJCFWxMx98ugxcl2DO+8AqeUTPAmXAoqwH+7LPPYtKkSdplHnvsMay55poFb2Ps2LE477zz0tMtLS3o379/we0xDMMwDMPULqmQvbY5CLPkXHLJJbjkkkuKuo2GhgY0NDTknO84dTnn5YMpTVGgYDpFTa/MxPf2ipA/l2rp0sXZuijYVRXUVEwzrptl25q+hu92ECCdYohqoP1oFemLLo0ndXEwjHxF5f6xT1dZeC77sFErYWrmWd8/8qtNe78EHEm3ud+i6uIDlHYET0fYKUDL5ianXKPytF2uexHQhShcOveTXVCCwukTGIZhGIZhGKaEVFQQ5pw5c/DFF19g/vz5AJDOAz5w4EDrtISO0wDHcRBzGw1Lmr7M8k/kH/aXephJ/4tJmIqGbRVOG2wr3tkEhtmnmNSvb6M9BL2ugviElzNIM8ygPjWGgi5RzPsp/+NvGyNRzvNnc78o860D3AonSNxJVI9vPvOlZcvovx+0QJDNMQ7zulOfGcFiVLwIicSsgIeDIyrIu3/SpEm4/vrrlb8fd9xxOO644/Jqo6WlBd27d0ddvC8cx0VdfBXt8rYXhs54sTUebctlF7psuQlSxruoBrchaCZIGfCg5ZV1yxazQl7QDyB6TQfBVL44yPG3aSuf+UEobkVVQ5anEmJ3zZfOZzToc1u3bJSyCAW5hoOUEg/zmWCL7TMkzOc2RZcEQAgPrYn/YfHixWhubi54G0FZaT9177qJpQuNHiFSWLz8P2Xfv1JTUQr43nvvjb333rvc3WAYhmEYhqlJPHhwwlTAayRDEqWiDPAwcd16OI6L+liTdjmTymncjiagUFXL9WpUENcMXb9qFc8wJKioHY5e7XA1irlyHQVMqSf1zfActL02dKqc7ahMMRU+U8tBXBxs7/OounSZ7vNyjqqZ3Xos1rUg6DVrek7Ly9L7RX8vFvO5bH9NV0dmCp1xV+xRUB2mZ2lKJH3bida5YBeUcGArjGEYhmEYhmFKSO0q4E4cjuMi5sopCqli8f/t3X1wFOUdB/BvXsgl5K0QKQkgaUCIGgoDLSBoQV60ow2CVGtakfgCBSs6bSM6reVlqjIDRGkHGJiJL6USIW0ZKmJiGA11DsLbyCUQIwSoQEpqmhAmHCRnQu7XP1KuubvkLpvb2927/X5mmCF7+/Lsc7t7v/3t8+zjeffslPY+bzOQDHfn/O7L+8qu+9u2kXlmHVRdd5c7bc8MhL/shdf345kA8OxN4SNBEOXntXZOv1lt9e6dlWTdAm3DquVx6Hm+dD2u/J4vSjMyKmZvg/nUwEh9QwIa4TOg0UED68fgL6utqA24wvNBybnqeT1TWmMSYaysa0+UZE+9+ul4Zrj9DFzl1ebbo458XTcUP/GW//9tvAy4uuUx2v5pxbQBeEREZOc/f48IvYaa7/lH3R+veRUEbN3N3zVIi/TTldbrwmKgzj++BNK5p3PbPob3DbTjnYKRzdRu8qAmf9vu+qMf8KNC9Z5aBlWgo6IqWbeWzPKo11cde563at8Udj2f/AXM/n4/PMum5nUimIkONSk9Zn3VkdJAz/vtVX6+L5/NkZQl4LrOHzJvyiBFTBuAExEREZEyAoGqAwOa9BbDtAH4zTtbZ5eODgC8Rlzzahrg0QRFSWbTOxtyA774fdzf5ZhVmsXRdoRCP8sHkIlRPIJkAI8rA1lXKD9i67qX/p4QKWWUJhGh1Ck5mE9LQjVD7uva6MnfdVhpJ80I6fna69XZ2uuJqnGPu1B5M4XSJ5WKllWzs6+fJou+mrsa7fdD7etEqF53AmXcs5+IiIiIKAyZNgPulBuIQCTana2Klgvmi/nVHDHSe93B6/wW6N15IJkWNe+czXoXHirUzJZ7vfLL3/wGzVUoPXeC+cRIS4EMNhXod63kWmqUJzxqM+px0R0lv09qZv399S/zd2y4v8aWGfBwZNoAvK2tEREREWhrv6xsQaU/YAE8o1fzRfdmZda2ZRTk80fPwErNm06TnB/hcyz42pY5gxg1zwevVSs8P3weZ0qPE7cA3BznqdmYNgAnIiIiImXU7h8QKv0N1GbaAFxwA5AIQ7/fRyLCNQOu52NZFU/0ALISRs486vrkRcVjPqAa9vfdGvfro24E9evyep2smueP57XSKE0RwiRgUjmz7HNtAWzKaL8XbIKijvBsoEZEREREZFCmzYAbUthmvMmTZ5bZaBkOzRj1mFdaLrbRpKDwzAwaJWfmWQ5zZjDNihlwdTAAJzI5dvZVgZKAncE6EZHpMQAnIiIiol5SO2PNDDhRkBjlsSmRAXhmy5kRDy9dv0/Vm1h1DVR4XSV9sAmKOngGExERERFpiBlwPRm1A5rq9OxIFBp31lp2ymSbb4Pxdx1ghpy6ZaQOmuyUaSZ8D7g6GICTDoL5wxEeJ7Jp3pLiGVya5qaUTEHT49vftS+YAXp4XHeJtMQAnIiIiIh6RUSg5k2XmPQpn4kD8M6coq6P45n9+58QyZ6EyUXCM5tuqCYpvurYLOdHmBxn1A1dr/khcp0NJp5bKukAVP3dMOf3wk6YREREREQaMnEG3ID0vDs3S3bRFx3rX8823v62bZgMObNXFG4COabNes02yXXA/bpsrH3ufG2gescfm6CYVLADH8MEL/6Y9ARQU7h2lOQbWag7ah8XPBYU4jVbc+F6jSd9mD4AJyIiIqLeUjcDbrQMv1YYgAcZ75iJesbzg27isUAUIlRugmLWpznshElEREREpCFmwImIiIioV9R+WmXWp1/MgBMRERERaYgZcCIiIiLqJXbCVAMDcCIiIiLqJVE5ZjZnAM4mKEREREREGjJdBvz/Iy6Z846LiIiIQklnvGKcESPFtB0n1WS6ANxut//vf05dy0FERETUW3a7HcnJybptPyYmBqmpqfj6669VX3dqaipiYmJUX6+RRYhxbqk04XQ6UVdXh8TEREREhN7Qx1evXsWtt96K2tpaJCUl6V2ckMA6U451phzrTDnWmXKsM+VCvc5EBHa7HUOGDEFkpL4thx0OB9ra2lRfb0xMDGJjY1Vfr5GZLgMeGRmJYcOG6V2MgCUlJYXkhURPrDPlWGfKsc6UY50pxzpTLpTrTM/Md1exsbGmC5SDhZ0wiYiIiIg0xACciIiIiEhDDMBDjMViwapVq2CxWPQuSshgnSnHOlOOdaYc60w51plyrDMyItN1wiQiIiIi0hMz4EREREREGmIATkRERESkIQbgREREREQaMt17wEPZuXPn8O9//xt33XUXoqN9f3UnT55Ec3Oz27RBgwYhMzMzmEU0nDNnzqC+vh5Tp07t9QAGp0+fxvXr1zFmzBjTjcwFAF9++SUcDgfGjBmDfv36+ZzXZrPh+vXrbtPS0tIwcuTIYBZRFyKC6upq3LhxA1lZWX7Pwb4uE06cTieqq6vR0dGBMWPGICoqyuf8R48e9RrkY/jw4Rg+fHgwi2k4J0+eRGtrKyZNmtSr+Z1OJ7744gsAQFZWlu6DteihsrIS7e3t+P73v+933vLycjid7qNhZ2RkYOjQocEqHpEXdsIMAcXFxcjPz0dlZSWamprQ0NCAW265xecy99xzDy5evOj2wzV79mysXr06yKU1hj179iA/Px9VVVW4cuUK7HY7EhISfC5z6dIlzJkzBxcuXEBycjLsdjsKCwtx//33a1RqfV24cAEPPfQQ6urqkJCQgNbWVuzcuRP33ntvj8uMGTMGLS0tGDJkiGvavHnz8OKLL2pQYu3U1NRg7ty5aGpqgsVigdPpxF//+ldMmTJF1WXCSXV1NebOnYtr164hKioKUVFR2LVrl88AKTU1FcnJyRg0aJBrWm5uLhYvXqxFkXX39ttvY+PGjbh48SJiYmJ6NeR3ZWUlHn74YTgcDkRERMBisWD37t0YN26cBiXW39atW7Fp0ybU1dUhKSkJ58+f97tMbGwsRo4ciQEDBrimLVu2DDk5OUEsKZEHIcNbu3atfPLJJ1JcXCwApKGhwe8yd999t6xatSr4hTOoNWvWyD/+8Q/ZvXu3ABC73e53mdmzZ8sPfvADcTgcIiLyyiuvSHJysly+fDnYxTWEe+65R2bNmiVtbW0iIpKXlycpKSnS3Nzc4zJZWVmyYcMGjUqon/Hjx8ucOXPkxo0bIiKyZMkSGTJkiLS2tqq6TLjo6OiQrKwseeSRR8TpdIqISG5urqSnp8s333zT43KDBw+W9957T6tiGs7LL78sNptN1q9fL4MHD/Y7f3t7u4waNUoef/xxcTqd4nQ6JScnR0aNGuU67sJdXl6enDhxQl599VVJT0/v1TIWi0U+/PDD4BaMyA8G4CGkpKREUQD+q1/9So4ePSq1tbUalM6YehuAX7x4UQDI3r17XdOam5vFYrFIQUFBsIupu5qaGgEgn3zyiWtaY2OjREdH+wyIsrKyZOXKlXL06FGpq6vToqiaO378uACQw4cPu6bV1tZKRESE7N69W7Vlwkl5ebkAkIqKCte0s2fPCgApKSnpcbnBgwfLm2++KceOHZP6+notimpIvQ3Ay8rKBICcOnXKNa2qqkoAyP79+4NYQuNRGoAXFBTIsWPHevV7ShQM5msoZiJbt27F4sWLkZWVhXHjxqGiokLvIhmWzWYDAHzve99zTUtKSkJmZqbrs3DW3f6npKRgxIgRfvf/jTfewOLFizF69GhMnjwZp06dCmpZtXZz/ydMmOCaNmzYMKSlpfVYN31ZJpzYbDZER0dj7NixrmkjR47EwIED/e7/6tWrsWjRImRkZGDmzJm4cOFCsIsbsmw2G+Lj49369mRlZaF///6mOM4C8dJLL+GZZ57Brbfeih/96Ee9au5DpCZz9QgyiMrKStjt9h4/j4yMxNSpUwPaxtKlSzF//nz0798f169fxxNPPIF58+ahqqrKb1toI+qus19X0dHRuOuuu/q8/qamJgCdQWdXKSkprs9Czeeff47W1tYeP4+JiXF18mpqakJUVBSSk5Pd5vG3/8uXL0dOTg4sFguam5vx6KOPYv78+aioqAibDqxNTU1ISkry6pDqq276skw4aWpqwsCBAxEREeE23d/+r1mzBgsXLkR0dDQaGhowZ84c5OTkoLy83Gtd1FnPntcswDzHWV9t2rQJTz/9NCIjI3Hp0iU88MADyM3NRWlpqd5FIxNhAK6DjRs3+swSWiwWfPrppwFtY8GCBa7/x8fH480330RGRgYOHTqE++67L6B162HDhg345z//2ePniYmJKCkp6fP6bwZKDofDLWhqbW0N2UBy/fr1+Ne//tXj5ykpKfjggw8AdO5/R0cH2tvb3fbX3/7n5ua6/p+cnIx169Zh/PjxqKysxMSJE1XYC/3169cPDofDa7qvuunLMuGkr/v/9NNPu/4/aNAgvPbaa7jvvvtw/vx5ZGRkBKWsoczsx1lfLVq0yPX/oUOHYuXKlXj00UddN45EWmAAroO33npL820OHjwYQOebPkLRn//856CuPz09HUBn/dx+++2u6ZcuXcLs2bODuu1g2blzZ6/nvbn/dXV1+M53vuOaXldXp+gVcF2Ps3AJwNPT09HW1obGxkbX24c6OjpQX1/fY930ZZlwkp6ejqtXr8JutyMxMREA0NbWhoaGhj4fTwzAvaWnp+Py5ctwOByIjY0F0Bl8X7lyxRTHmVpuHmd1dXUMwEkzbAMeJk6cOIHTp08D6LwAe77jdN++fQA6XxtHnSoqKnDmzBkAwMSJE5GcnIw9e/a4PrfZbKitrQ3JJwZKTZkyBfHx8W77f+jQIfznP/9x2//jx4/j3LlzAICWlhaIx1tMbx5nWVlZGpRaG9OmTUNMTIxb3ZSVlcFut7vVzbFjx1yvQOvtMuFqxowZiI6OxocffuiaVlpaira2Nrcb2iNHjuDixYsA0G0Ts3379iE6OtrtptjsDh06hNraWgDArFmzICIoLi52fb53716ICGbOnKlXEQ3n4MGDruRTT8dZXFwcRowYoXXRyMx07gRKvfDVV1+J1WqV/Px815s6rFarNDY2uuaZPHmyPPbYYyIi8sUXX8jEiRNl69atUlpaKvn5+TJgwAD56U9/qtcuaO7cuXNitVplzZo1AkD27dsnVqtVmpqaXPOMGzdOcnNzXX//8Y9/lLi4ONm4caP85S9/kczMTHnwwQd1KL0+1q5dK/Hx8bJlyxbZuXOnjBw5Uh5++GG3eTIzM2XJkiUi0vmmi7vvvlsKCgqktLRUXn/9dUlISJBnn31Wj+IH1YoVK+Rb3/qWFBQUSGFhoQwbNkwWLlzoNs/QoUMlLy9P0TLhbPny5ZKSkiLvvPOOvPfee5KWliY///nP3eZJSUmRV155RURE9u7dK7Nnz5Z33nlHPv74Y1mxYoXExsbKihUr9Ci+LqqqqsRqtcpzzz0nAwcOFKvVKlarVVpaWlzzxMfHy6uvvur6+/nnn5dvf/vbsm3bNtm2bZsMGjRIXnjhBT2Kr4sTJ06I1WqVxYsXS2pqqqvObr5OVkQkKipK1q9fLyIi27dvl+zsbNm2bZuUlJTI8uXLpV+/fpKfn6/XLpBJcSCeELB582bs2LHDa/prr73mGiRlyZIlSEtLcw20U11djS1btqCmpgZpaWnIzs7GI488omGp9bVhwwbs2rXLa/q6detcHVyfeuopjBo1Cr/97W9dnxcVFWHHjh1oaWnB9OnT8etf/xpxcXGalVtvhYWFKCoqwjfffIOZM2fil7/8JSwWi+vzxx9/HOPHj3cNtGOz2VBQUICzZ89i2LBhmD9/PrKzs/UqftCICP70pz9h165duHHjBn74wx9i2bJlbv0F5s+fj1mzZuG5557r9TLhzOl04q233sIHH3wAp9OJBx98EM8++6zbaKDZ2dmYO3eua6Cd8vJyvPvuu65BxH72s59hxowZeu2C5l588UUcPnzYa/r777/valJy//33Y8GCBVi4cCGAznreunUr9u7dC6CzTpcuXWqa0TCff/75bt/48re//Q2pqakAgHvvvRdLly51DbRTVlaG7du3u5o25ebmmmaALDIOBuBERERERBoyxy0yEREREZFBMAAnIiIiItIQA3AiIiIiIg0xACciIiIi0hADcCIiIiIiDTEAJyIiIiLSEANwIiIiIiINMQAnIuql/fv348KFC0HfzsGDB3HmzJmgb4eIiPTBAJyIqBdOnTqFnJwcJCUlBX1bX3/9NX7yk5/A6XQGfVtERKQ9BuBERL3wu9/9DosWLcKAAQOCvq0f//jHaGlpQVFRUdC3RURE2mMATkSm0traiqKiIpw/f95temlpKQ4ePNjtMpcuXcLf//53PPnkk65pVqsVNpvNbb6Kigp89tlnrr+PHDmCw4cP49q1azhw4AA++ugj2O12AIDdbsfHH3+MsrIyOBwOr20uWLAAmzdv7uNeEhGRkUXrXQAiIi3FxcXho48+wuuvv45jx47BYrGguLgY8+bNw4EDB7pdpqSkBGlpaRg1apRr2tq1a3Hbbbdh/Pjxrmnbt29HVVUVpk+fDgDYsmULjh8/jqtXr+LOO+/EuXPn0NzcjHXr1mHVqlW44447UFNTg/79++PIkSOIi4tzrWvmzJlYvXo1mpqaMHDgwCDVBhER6YEZcCIync2bN+PatWt4+eWXUV9fj6eeegorV67EpEmTup3/+PHjuPPOO/u0rbNnz2Lfvn0oLi7GyZMnYbFYsGzZMpSVlaG4uBgnTpxAfX09duzY4bbcd7/7XTidTnz++ed92i4RERkXM+BEZDqJiYkoLCzE9OnT8emnn2L06NH4zW9+0+P8jY2NfW77PWPGDIwePRoAEBMTgwkTJiAyMhIZGRkAgP79+2Ps2LGoqalxWy4pKQlRUVFobGzs03aJiMi4GIATkSlNmTIFDzzwAPbs2YOjR48iKiqqx3kTEhLQ0NDQp+14Bu4WiwUJCQle0zzbgTscDnR0dCAxMbFP2yUiIuNiExQiMqX9+/ejuLgYmZmZ+P3vf+9z3tGjR+Orr77ymi4ibn+3t7erVr6b28vMzFRtnUREZAwMwInIdK5cuYKFCxfipZdeQnFxMT777DNs2bKlx/lnzZqF6upqXLlyxW362bNn3f72fCtKIA4ePIjhw4e7dfwkIqLwwACciExnyZIlSE1NxerVqzFixAhs3LgReXl5OHXqVLfzT5w4EePGjfN6L/eBAwfwwgsv4N1330Vubi5Onz6NL7/8ElarNeAyFhUVYdGiRQGvh4iIjIcBOBGZSnV1NSIjI1FYWIh+/foBAHJzc5GXl4c9e/b0uNyKFSuwadMmt9Epn3zySdx+++0oLy/HpEmTYLPZkJ2djbq6OgDA5MmTMWXKFLf1TJ061ettK9OmTcOECRPcylhRUYFf/OIXAe8vEREZT4R4NmIkIqJuLV++HE888QTGjh2L7Oxs3HbbbfjDH/6g+nbefvttJCQk4LHHHlN93UREpD++BYWIqJfWr1+vyXaeeeYZTbZDRET6YABORNQH06ZNQ2pqqt7FICKiEMQmKEREREREGmInTCIiIiIiDTEAJyIiIiLSEANwIiIiIiINMQAnIiIiItIQA3AiIiIiIg0xACciIiIi0hADcCIiIiIiDTEAJyIiIiLSEANwIiIiIiIN/Re2yym95dzCswAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"detector = objects[\"xz\"]\n",
"phasor = np.asarray(result_arrays.detector_states[\"xz\"][\"phasor\"])[0, 0]\n",
"intensity = np.sum(np.abs(phasor) ** 2, axis=0).squeeze()\n",
"x_um = _centers(config, 0, detector.grid_slice_tuple[0]) / UM\n",
"z_from_lens_um = (_centers(config, 2, detector.grid_slice_tuple[2]) - LENS_TOP_Z) / UM\n",
"\n",
"fig, ax = plt.subplots(figsize=(9, 5.5))\n",
"image = ax.pcolormesh(x_um, z_from_lens_um, intensity.T / intensity.max(), cmap=\"magma\", shading=\"auto\")\n",
"ax.axhline(focal_length_design_um, color=\"cyan\", ls=\"--\", label=\"design focus\")\n",
"ax.set(xlabel=\"x (µm)\", ylabel=\"distance from lens (µm)\", title=\"Executed x-z intensity\")\n",
"ax.legend(); fig.colorbar(image, ax=ax, label=\"normalized |E|²\"); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "610274f2",
"metadata": {},
"source": [
"## 5. Extract focus, FWHM, and contrast"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "dbc8ed12",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:44:34.438026Z",
"iopub.status.busy": "2026-08-16T19:44:34.437890Z",
"iopub.status.idle": "2026-08-16T19:44:34.512372Z",
"shell.execute_reply": "2026-08-16T19:44:34.511974Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" FDTDX | \n",
" Tidy3D | \n",
"
\n",
" \n",
" \n",
" \n",
" | focal distance (µm) | \n",
" 1.962500 | \n",
" 1.850000 | \n",
"
\n",
" \n",
" | FWHM (µm) | \n",
" 0.502048 | \n",
" 0.497904 | \n",
"
\n",
" \n",
" | focal-core contrast | \n",
" 1.924352 | \n",
" 1.876280 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" FDTDX Tidy3D\n",
"focal distance (µm) 1.962500 1.850000\n",
"FWHM (µm) 0.502048 0.497904\n",
"focal-core contrast 1.924352 1.876280"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"axis_intensity = intensity[np.argmin(np.abs(x_um)), :]\n",
"search = np.flatnonzero((z_from_lens_um > 1.0) & (z_from_lens_um < 4.0))\n",
"focus_index = int(search[np.argmax(axis_intensity[search])])\n",
"focal_distance_um = float(z_from_lens_um[focus_index])\n",
"fwhm_um = _fwhm(x_um, intensity[:, focus_index])\n",
"core = np.abs(x_um) <= 0.5\n",
"contrast = float(axis_intensity[focus_index] / np.mean(intensity[core, focus_index]))\n",
"\n",
"fig, ax = plt.subplots(figsize=(8, 4.2))\n",
"profile = intensity[:, focus_index] / intensity[:, focus_index].max()\n",
"ax.plot(x_um, profile, color=\"#087d83\")\n",
"ax.axhline(0.5, color=\"#8221a8\", ls=\"--\")\n",
"ax.set(xlabel=\"x (µm)\", ylabel=\"normalized intensity\", title=f\"Focal plane · FWHM = {fwhm_um:.3f} µm\")\n",
"ax.grid(alpha=0.25); plt.show()\n",
"\n",
"golden = np.load(\"benchmarks/goldens/device_metalens.npz\", allow_pickle=True)\n",
"pd.DataFrame({\n",
" \"FDTDX\": [focal_distance_um, fwhm_um, contrast],\n",
" \"Tidy3D\": [float(golden[\"focal_distance_um\"][0]), float(golden[\"fwhm_um\"][0]), float(golden[\"focal_core_contrast\"][0])],\n",
"}, index=[\"focal distance (µm)\", \"FWHM (µm)\", \"focal-core contrast\"])"
]
},
{
"cell_type": "markdown",
"id": "d7f3702f",
"metadata": {},
"source": [
"## Reproduce\n",
"\n",
"For a production lens, increase the aperture and perform a grid/aperture convergence study."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "3043a07d",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:44:34.513306Z",
"iopub.status.busy": "2026-08-16T19:44:34.513189Z",
"iopub.status.idle": "2026-08-16T19:44:34.515087Z",
"shell.execute_reply": "2026-08-16T19:44:34.514736Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"uv run fdtdx-bench run --case device_metalens\n"
]
}
],
"source": [
"print(\"uv run fdtdx-bench run --case device_metalens\")"
]
}
],
"metadata": {
"fdtdx_execution": {
"executed": true,
"working_directory": "repository root"
},
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.13"
},
"mystnb": {
"execution_mode": "off"
}
},
"nbformat": 4,
"nbformat_minor": 5
}