483 lines
516 KiB
Plaintext
483 lines
516 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import matplotlib.pyplot as plt"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Cartesian mesh\n",
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"\n",
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"For this assignment, you are required to generate a Cartesian mesh and map particle positions onto the grid using two techniques:\n",
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"- Nearest-Neighbour (NN)\n",
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"- Cloud-in-Cell (CIC).\n",
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"\n",
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"#### Then reconstruct the density field for both methods and compare the resulting densities between NN and CIC.\n",
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"\n",
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"#### Finally, compute the radial density profile directly from the particle positions and compare it with the densities obtained from both methods, discussing any observed differences.\n",
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"\n",
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"---\n",
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"The columns are x, y, z.\n",
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"\n",
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"cloud_full.ascii is the same but also contains the density (for them to check) and an internal energy (x, y, z, rho, u).\n",
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"\n",
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"The mass of the particles should be chosen such that the full system amounts to M = 1."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"def load_stars() -> np.ndarray:\n",
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" stars = np.loadtxt(\"cloud_positions.ascii\", delimiter=\" \")\n",
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" print(f\"Loaded {stars.shape[0]} stars\")\n",
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"\n",
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" return stars"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"def show_star_information(stars: np.ndarray):\n",
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" # show stars in a 3d plot\n",
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" fig = plt.figure()\n",
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" ax = fig.add_subplot(111, projection='3d')\n",
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" ax.scatter(stars[:,0], stars[:,1], stars[:,2], cmap='viridis', c=range(len(stars)))\n",
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" plt.show()\n",
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" # show information about the stars\n",
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" print(\"Boundaries of the cloud:\")\n",
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" print(f\"X: {np.min(stars[:,0])} -- {np.max(stars[:,0])}\")\n",
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" print(f\"Y: {np.min(stars[:,1])} -- {np.max(stars[:,1])}\")\n",
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" print(f\"Z: {np.min(stars[:,2])} -- {np.max(stars[:,2])}\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Loaded 65494 stars\n"
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]
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},
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Boundaries of the cloud:\n",
|
|
"X: -4.682902329484604 -- 4.766703221473182\n",
|
|
"Y: -4.726203586592766 -- 4.705220728447327\n",
|
|
"Z: -4.752454756889135 -- 4.77485540190913\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"stars = load_stars()\n",
|
|
"show_star_information(stars)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def create_mesh(n_cell_axis: int) -> tuple[np.ndarray, np.ndarray]:\n",
|
|
" axis = np.linspace(-5, 5, n_cell_axis)\n",
|
|
" mesh_grid = np.meshgrid(axis, axis, axis)\n",
|
|
" mesh = np.zeros_like(mesh_grid[0])\n",
|
|
" return mesh, axis\n",
|
|
"\n",
|
|
"\n",
|
|
"def fill_mesh(mesh: np.ndarray, axis, stars: np.ndarray, shape_function: callable):\n",
|
|
" # fills the mesh in place\n",
|
|
" for star in stars:\n",
|
|
" # spread the star onto cells through the shape function\n",
|
|
" ijks, weights = shape_function(star, axis)\n",
|
|
" for ijk, weight in zip(ijks, weights):\n",
|
|
" mesh[ijk[0], ijk[1], ijk[2]] += weight\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"## Helper functions for star mapping\n",
|
|
"\n",
|
|
"def star_to_cells_nn(star, axis):\n",
|
|
" # find the single cell that contains the star\n",
|
|
" ijk = np.digitize(star, axis) - 1\n",
|
|
" # the weight is obviously 1\n",
|
|
" return [ijk], [1]\n",
|
|
"\n",
|
|
"\n",
|
|
"def star_to_cells_cic(star, axis, width):\n",
|
|
" # create a virtual cell around the star\n",
|
|
" cell_bounds = [\n",
|
|
" star + np.array([1, 0, 0]) * width,\n",
|
|
" star + np.array([-1, 0, 0]) * width,\n",
|
|
" star + np.array([1, 1, 0]) * width,\n",
|
|
" star + np.array([-1, -1, 0]) * width,\n",
|
|
" star + np.array([1, 1, 1]) * width,\n",
|
|
" star + np.array([-1, -1, 1]) * width,\n",
|
|
" star + np.array([1, 1, -1]) * width,\n",
|
|
" star + np.array([-1, -1, -1]) * width,\n",
|
|
" ]\n",
|
|
" # find all the cells that intersect with the virtual cell\n",
|
|
" ijks = []\n",
|
|
" weights = []\n",
|
|
" for b in cell_bounds:\n",
|
|
" w = np.linalg.norm(star - b)\n",
|
|
" ijk = np.digitize(b, axis) - 1\n",
|
|
" # print(f\"b: {b}, ijk: {ijk}\")\n",
|
|
" ijks.append(ijk)\n",
|
|
" weights.append(w)\n",
|
|
" # ensure that the weights sum to 1\n",
|
|
" weights = np.array(weights)\n",
|
|
" weights /= np.sum(weights)\n",
|
|
" return ijks, weights\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"## Helper functions for mesh plotting\n",
|
|
"def show_mesh_information(mesh, name):\n",
|
|
" print(f\"Mesh information for {name}\")\n",
|
|
" print(f\"Total mapped mass: {np.sum(mesh):.0f}\")\n",
|
|
" print(f\"Max cell value: {np.max(mesh)}\")\n",
|
|
" print(f\"Min cell value: {np.min(mesh)}\")\n",
|
|
" print(f\"Mean cell value: {np.mean(mesh)}\")\n",
|
|
" plot_3d(mesh, name)\n",
|
|
" plot_2d(mesh, name)\n",
|
|
"\n",
|
|
"\n",
|
|
"def plot_3d(mesh, name):\n",
|
|
" fig = plt.figure()\n",
|
|
" fig.suptitle(name)\n",
|
|
" ax = fig.add_subplot(111, projection='3d')\n",
|
|
" ax.scatter(*np.where(mesh), c=mesh[np.where(mesh)], cmap='viridis')\n",
|
|
" plt.show()\n",
|
|
"\n",
|
|
"\n",
|
|
"def plot_2d(mesh, name):\n",
|
|
" fig = plt.figure()\n",
|
|
" fig.suptitle(name)\n",
|
|
" axs = fig.subplots(1, 3)\n",
|
|
" axs[0].imshow(np.sum(mesh, axis=0))\n",
|
|
" axs[0].set_title(\"Flattened in x\")\n",
|
|
" axs[1].imshow(np.sum(mesh, axis=1))\n",
|
|
" axs[1].set_title(\"Flattened in y\")\n",
|
|
" axs[2].imshow(np.sum(mesh, axis=2))\n",
|
|
" axs[2].set_title(\"Flattened in z\")\n",
|
|
" plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"mesh_size = 150\n",
|
|
"\n",
|
|
"\n",
|
|
"mesh_nn, axis = create_mesh(mesh_size)\n",
|
|
"fill_mesh(mesh_nn, axis, stars, star_to_cells_nn)\n",
|
|
"\n",
|
|
"\n",
|
|
"mesh_cic, axis = create_mesh(mesh_size)\n",
|
|
"cell_width = (axis[1] - axis[0]) / 2\n",
|
|
"fill_func = lambda star, axis: star_to_cells_cic(star, axis, cell_width)\n",
|
|
"fill_mesh(mesh_cic, axis, stars, fill_func)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Mesh information for Nearest Neighbour\n",
|
|
"Total mapped mass: 65494\n",
|
|
"Max cell value: 4.0\n",
|
|
"Min cell value: 0.0\n",
|
|
"Mean cell value: 0.01940562962962963\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
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"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
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"data": {
|
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"image/png": 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",
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"text/plain": [
|
|
"<Figure size 640x480 with 3 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Mesh information for Cloud in Cell\n",
|
|
"Total mapped mass: 65494\n",
|
|
"Max cell value: 2.5124410112017768\n",
|
|
"Min cell value: 0.0\n",
|
|
"Mean cell value: 0.019405629629629623\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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DwNatW/3rymQyuHz5Mo4fPw7LsmrIJxqNtvVaO71ot9vc2oh8OOc++YRTTEM8FxCSzfMc9Q2MIyMjuOGGG9o+Tj2JVCoV7N+/H6VSCbt370Z3d/esjqVpGnp6etDT04MNGzbA8zxks1lkMhlcuHABR48eRTQarSEfy7Jaet2LEc3Ix/M8eJ6HcrnsiykMw4BlWSH5hLgmEJLN8xiNRACzXYSDzx0bG8P+/fvR39+PW265xbeFCWKmCKfZ73RdR19fH/r6+gAArutiYmLCr/ccOnQIiUTCJ56enh6/UL+QmK+Fv5mj9aVLlzAyMoKbbrqpJu0W9HULySfEYkJINs9TNOqd0XV9Tr0ynHMcP34cZ86cwfbt27F69epZz7NpFYZhYMmSJViyZAkAwHEcX2xw6tQpFItFdHV1+eTTToS1GBEkH2WhE04xDXEtICSb5xmm651R0YYQou2FyXEcOI6D0dFR3HHHHejq6przdc4Gpmli2bJlWLZsGQBK5ynyOXbsGCqVCizLgmmayGQySKVSNb5o84GFSNEFx2qHU0xDXAsIyeZ5hFYsZ9Tj2iGb0dFR7N+/HwBw5513znnxns+mzkgkghUrVmDFihUAgFKphOPHj6NYLOLQoUNwXbemx6erq+uaWIibvUetkk84SC7EQiMkm+cJWumdCS5QrUClzc6dO4eNGzfi9OnT8xIldDLdE4vFkEqlYJomtm/fjmKx6Ec+586dA+ccPT09Pvkkk8mOpwJng1Y3BOEU0xCLBSHZPMcR7J2ZaVxzMLKZCcViEYODg+CcY8+ePRBC4NSpU/N63Z0GYwyJRAKJRALXXXcdhBA1DaZDQ0NgjNUo3eLx+KKpfcyWBKcjnzDyCdEphGTzHAbnHK7rtm05M5NIYGRkBAcPHsSqVauwdetW6LqOQqFwzY8YqG8w5Zwjn88jnU7jypUrOHnyJAzDqFG6NWowXciazVwx3Qjt8fFxjI2NYePGjeEU0xBzRkg2z0EEFwyVbmllcZgpjeZ5Ho4ePYpLly7hhhtu8OsgwPzPs1kMfTCapiGVSiGVSmH9+vU1DaYjIyM4duzYnBtMZ4vZiDhaQXCWj+u6yOVyANBwkFy92i1EiOkQks1zDPWWM+1IXqdLo+XzeQwODkLTNOzZs6fG20w9d7ZKtkZYDGRTj5kaTI8cOYJ4PI5kMgmA/OBaaTCdLTq9wHPOa8gHCKeYhpg9QrJ5DoFzjnQ6jQsXLmDLli1t59kVMdWn0S5cuIDDhw9j7dq12Lx5c8Pjzuficq0sVM0aTEdHR8E5xyOPPNKxBtNORTYznSNIPuEU0xDtICSb5wCCvTPlchmjo6PYtm3brI4VTGG5rosjR45gdHQUN998M5YuXTrt89S1tLqwTPfYTk/q7MTxVYNpNBrFlStXcOedd/ruBo0aTHt6emat3luoulArNb5wimmIVhCSzTWO+t6ZuboAqIV4cnISAwMDsCwLe/funbEW0Y6SrZVruNbBGINlWTM2mKZSqRp3g1aj0YWKbNqJjkPyCTEdQrK5hqG+xMHembn4mwG0YFy8eBFnzpzB+vXrsXHjxpYWnHbJplQqQdf1hjWNxSIQmG80ajBV5HPx4sW2G0wXSy9PMzQiH/VHjdAGgFwuh76+Pt9UNCSf5yZCsrkGodJmSm0WlDRrmjbryEY1fZ47dw633nor+vv7W35uq7JpIQROnjyJ06dPA4C/s+/r66sZD30tk02r1x6LxRCLxbBq1SoIIWoaTM+ePQshRNMG04W4P0ogMF9o5mg9ODiI2267zZeRh4PknpsIyeYaw0yWM7Mlm2w2i4GBAQghcOONN7ZFNEBru+zg2IFdu3ZB0zS/pnHhwgW/e1/Xdb8J9fmyyDRqMM3n800bTFVU0El0+v4HiVORSzjF9LmLkGyuIbRiOdNuCkoIgTNnzuDEiRPYuHEjzpw503AkwEyYKbJJp9MYHBxEb28vbr75Zl9Cm0gksHr1ar97P51OY2RkBPl8Ho888khHJnQuxEI113MwxtDV1YWuri6sXbsWnHNMTk4ik8ngypUrmJiY8JWDwfszn1iouhBQ3TQ1inzCKabPDYRkcw2gnXHNKrJpZaGwbRsHDx5ELpfDrl270Nvbi/Pnz88qRdMsvROc1rl161asWbMGAKXs6p+vuvcty8L58+exefNmpNPpmgmdfX19/uIaiUTavs7gdV1L0DQN3d3d6O7uxvr163HixAmUy2XEYjFcunQJx44dQyQSqSHnudwfoH2BwGzPAaCpnL4R+YRTTK9NhGSzyKF6GFTEMNOXv1UJciaTweDgIFKpFPbs2eMX6hv12bSCRmRj2zb279+PQqHQ1rROtcioxVU1UKqU27lz53D48OGaHpbe3t5ZRWSdwEIRWSQSwfXXXw+AZOqqwVTdn3g8XiOzbrfBdCEim1Y/18D05FOpVPwppiH5LE4sjm9niCkIdmpPlzarx0wF9mCksXnzZqxbt25KzWe2i2UwhZfJZDAwMICenh7s2bNnSjPjTK+l/hp0XUd/f79fS6ofklYqlaYMSZvvOTWLCfVEYBjGlPujyHloaAiFQgHJZLKGfGYi5/kWCDQ7BzA3U1GF+hHaQam1cjcIp5hePYRkswgxkwhgOiiy4ZxPWWyDBfpmkcZcZMcqhTc0NISTJ09iy5YtWLt2bdtf7FYeXz8krVwu++Rz+PDhGhlxX18furq6FnSBudp1IdM0sXTpUr8R17Zt//6oFNxM5LyQNZv5qsXVm4oq8slkMrh06RK2bdsWTjG9SgjJZpGBc46RkREYhoFUKtX2l6BZZDM+Po79+/ejt7cXt9xyS9Nd7VzIRgiBw4cPo1Qq4YUvfCF6enpmdZzZXEM0GsXKlSuxcuXKGhlxOp3G2bNnAQA9PT3o6+vzJePXMtolAsuysHz5cixfvhxALTkfOXIEtm3X9PikUqkFS6N1Ks0VJB/P81AoFMAYC6eYXiWEZLNIELScGR4eRn9/f8s1jiDqVWGcc5w6dQrDw8PYtm0brrvuumm/2LOVTk9MTPjP27t375w9wObamFovI56cnPRHBSgl16FDh3zBwXy6NV8LIwbqyTnYYHr+/Hl4ngfTNBGLxZDL5ZBMJjuyCC9Eqk6dRxFJOEL76iAkm0WA+bScCZpplstlDA4OwrZt3HHHHejq6mrp+bORTh8/fhy6rmPr1q0tEU0rnlvzBcZYzaiA4eFhjI+PIxqN4sKFCzh69Cii0WiN0m2+DDM7hfmMOhhjiMfjiMfjNTL0Y8eOwbZtv/8qKMZIJBLzcv6FULwB1QgqiGZpN0U+QDjFdD4Rks1VRqPembm4AAD0BRkbG8OJEyewbNky3HbbbS0rtdpRozmOg4MHDyKbzeKFL3whBgYGWr7GmQitk9GBpmmwLAsbN24EQEquYPPkwYMHkUwmffKZjWHm1a7ZzPW4yWQSsVgMfX19WL9+vd9gmk6ncfr0aWia5t+buUwwXcjIphUlZyPyCaeYzg9CsrlKmK53Zi5kwzkH5xxHjx7Fzp07sXr16rae36oaTTkOJJNJXzo9X55mC12sNQyjppjeyDCzvp5xtReYhXR9btZg2myCaTsNpq2QwHxgNudpRD5KIaoin3ryCaeYNkdINlcB9b0z9WqY2ZJNsVjE4OAgAOAFL3hBzSTNVjETYQghcPbsWRw/fhwbN27Ehg0b/GufT7Lp9IiB6RA0zGxUz1C2Oo08y4DFYf/fyXMEG0wBis7VBNN2G0wXKo3med6cz6PqOQqNBsmpzV5XV1c4xbQOIdksIIIfzuCusR6zIZuRkREcPHgQq1atQqlUmnX3+HRpNMdxcOjQIWQyGdx2223+0LDgc+droV0sarFG9Yx6zzKVUlIy64XAYhoxoOu6//qBmRtMgzWxxRzZzIRG5JNOpzE0NIRbb73Vj4rCKaaEkGwWCPUigOm0/Zqm+em1meB5Ho4dO4aLFy/ihhtuwIoVK3DlypU59co0em4ul8PAwABisRj27NnTkMyulcgGmD2ZNUopqV39yMgIjh8/DtM04XkeRkZGfOv8TuBqRTYzYaYGU1UT6+3tXbB05EKQWtDdwDTNhpHP83mWT0g2CwD1gVOh/EwfrlYjm0KhgIGBAWiahj179iAej7f1/EaoX+iFEDh37hyOHTuG66+/Htdff33T618Iklhs0DQNPT096Onp8W11zp8/j+HhYZw9e7bGVqevr6+lzv1WcC2l6uobTCuVik8+ly9fhm3bePrppzvq/tCoybkTCKbrgpGPer+ez4PkQrLpIIK9M+1azsxEFhcvXsShQ4ewZs0abNmypWbXNh8uAAClQw4dOoR0Ot3SfJtrKbLpFHRdRyqVgmma2L17d42tTn3nfl9fX1vTOYNYqIbLTpwjEon4DaaXLl3ChQsXsHr16mkbTOcalXDOF8Q7z/O8hqQWjHqA5yf5hGTTIczVcqbZYuu6Lo4cOYLR0VHcdNNNvl1L/fPnGtlMTk5i3759iEajTdNmzZ7b6nlm87trDc1sddLpNA4dOuTb6iiZdTu2Oos1jdYOFAnM1GAaFGTMxnpoIWtDrURQjchH/QlOMVXkc+DAAaxbtw4rV67s3MV3GCHZdACtzJ2ZDs3IYnJyEoODgzBNE3v37m3a9T7XPp1cLuePhd60aVNbi18rZFOpVHDgwAG4rou+vr4p3mVXW43WyXM0stVJp9PIZDI4c+YMANQU0pv1r1xNNdp8n6M+Km/UYKrIR92jIPm00mC6UGQzW9VbsIZbP8unUqngfe97H971rnfhN37jN+b7khcMIdnMI1TvzPDwMHK5HHbu3DmrL6vycgoe9/z58zh69CjWr1+PjRs3zjibfjaLteu6SKfTKJVKuPXWW7FkyZK2nt9KQ6gaoqYWi4mJCd+7TC0elmXNiSyvNtqJ7pStzpo1a8A5Rz6fn9K/EnQ2UBuMharZdHqBnilVpxpMk8kk1qxZ40fdmUwG4+PjOHXqVI0artmQvcUW2cyEevIpFotIJpNzPu7VREg28wTOOVzXhed5/nyN2e4K6+smBw8ebLluUv/8VpHP5zEwMADP87BixYq2iQaYPmIQQmB4eBgnT57E1q1bsWrVKriuW7OApNNpjI6OIpvNQgiBI0eO+AvtfCu6FmNNSNO0Glsdz/N8CbGy1YnFYujt7UWlUuk4IS+kEWerCFoPrVu3rkYNGByyFySfaDQ6L302raBZzWYuUNFdSDbPczTqnTEMY852M5xzZLNZDA4OIhaLYe/evS33zrRLNhcuXMDhw4exbt06v9Y0GzSLbBzHwYEDB5DL5Xw36GDkVu9dNjExgYGBAZimiTNnzuDQoUNzto9ZaMzHIq3rup9mBGolxKVSCSdOnMDIyEjNjJr5vC+LqZenGRqpAesJOhqNwnVdxONx2LbdMSk6QGTTCSFCSDbPc9RbzgTtLeZCNowxlMtlPPnkkzPKjZs9v5Xze56HI0eO4PLly7j55puxdOlSnDx50i9Ozua66yMG1Z8Tj8drJoJOB8MwoGkaNm3aBKA6iyWdTuPo0aO+WqlRvWcxoFNRU1BCnM/nsWTJEliWhUwmU3NfgjN85rKQL9TwtPk8Rz1Bu66LiYkJHDlyBOPj47hw4ULNhNeenp55NV3tlMQ6JJvnMYK9M0H/JGBuBXrHcTA0NATHcbB7926/K7sdtOJvptJmhmFgz549vpfVXIrz9c89f/48jhw5gg0bNmDjxo1TLF2anaf+OMFZLEqtpIrq9fWevr6+hjn75xqEELAsq2Vbnb6+vradmq+FyGYmGIbhk/KmTZuQSqVqJrwWi8UpQ+TmEpl0Il2n0miJRGJej7vQCMmmTbTSO1Nf4G8VmUwGg4ODiEajft55NpiJ7FSPztq1a7F58+YpaqC5yqY9z8Phw4cxOjqKW265ZVb1n+mISKmV6mfVjI6O4sSJE74vV7N6z9VUo3XqHNPZ6iinZlVIV/dlJrPMhRIILKRdTb0UvZHpaiqVqunxaSdS6UTNplgsQgjR0oiQxYyQbNpAq70z7c6jEUJgaGgIp06dwubNm9Hd3d2WXX89mkUnnufh6NGjGBkZmbZHZy4NoZVKBY8//jh0XZ9Wnj3T9bfz2PqiuqprNKv3PBcwU9TRzFYnnU5PMctsRsoLJRBYiPpbM1ILmq4CqIkOL168CNd1ffJpJTXZiddTKBQAIEyjPV+gOn1b6Z1pJ42mek4KhQJ2796N7u5u5HK5eREYBFFvbdNsVzuXNFqlUsGVK1ewZs0abN26dU471tleg67rNb5cjeo9sVgMQgjkcrmO1HsWSpbcDoKFdKBqlplOp31STiQSNaS8GNVonT5PLBZDLBbDqlWr/D6odhy/O5FGKxQKMAxj1ua6iwUh2cwAlRZSarP59DYbHx/H/v370dvbiz179viFyvkYnhZ8vnKEXr169YwkMBuy4Zzj+PHjyGazWLFiBbZv3z7ra1fXMF9oVO8ZGhpCOp32o8drsd4zVyKoN8u0bRsTExNIp9O+rY4QAhcvXoTnebO21ZkJC0FowOxIINgHpVK2wQbToaEhMMZqhsh1Io1WKBQQj8ev+gyluSIkm2kwW8sZXdenrdkIIXDq1CkMDQ1h69atWLNmTc1x50PNpiTZR48excWLF3HjjTdi+fLlMz633XOr0dOO42Dp0qXzEup3ykFA1TV6enrgOA5uuummtus97Zyr05hvUg7WMkqlEh5//HFUKhXfVmeuljGNsBCRjfouzMc8m2CDabAJd2xsDKdOnQLnHGfOnEGpVGraYNou8vn8NZ9CA0KyaYq5WM5Mt2CXy2Xs378flUoFd9xxR8Oin6qbzHbXp2mav1gAqHGEngntLPTj4+MYHBzEkiVLcNttt+HIkSPzShKd3vXOpt6zWPp7Op2qU4vk5s2bEYvFanb0w8PD/o5+JludmbAQIgR1r+b7vatvwuWc4+GHH0YsFpu2wbRdPBeUaEBINlOgUi2O48CyrFl7mzXaTV25cgX79+/H0qVLceuttzaVWKrnzLbYWCwWcfnyZaxZswbbtm1ru0N7psgmKGjYtm0brrvuOr/HaDEYceYnipi4kkN2NAfH8dC7PIU1W1fWWL83us76ek8xX8TlS6MolAtt9fdcS/b/rZyj0Y5eWcYoWx3TNGvSka3WFxYislGf506fR33v165di3g8PqXB9MiRI74DRNCaaSYUi8W2ZeuLESHZBKB6Z44fPw4hBHbs2DGr4wTJQkU5J06cwNmzZ7Fjxw6sXr265ee3Qzaccxw7dgyjo6Po6emZ1fXPpEZzHAf79+9HPp/3BQ0K8zliAGh/Qa0Ubdz/b4/hgX97DBdPj8JzPFjxCPpX9uCGvZvxq//j55Donj7CO3vkIg48cgwHfnoMmZEsovEIVly/DDe8aAtuvetG5AuUdlsM/T2dPNd0kXVwLHS9rY7qrVKTOdUMn2aNkwvVOKquu5NQG0z1nW3WYBqMnFtpMM3n82Fk81xB0HJGfVhm20UPVMN1zjlKpRIGBwfheR7uvPPOlnKvQbJpFaVSCQMDA+CcY926dSiVSrO69ukII5vNYmBgAMlkEnfeeWfD/pX5TqM1A+cc545dwvnjlzAyPIZYIoLjzwxj34OHUcyVITgHGIMzUUQhV8a5U1fwzEPH8ab/+YtYvaVxv8KhR0/gPz7znzj27BBKNgdME4xzHNp3Dg/+v33Ydvsm/Nr/71W48bYbm/b3aI6BI48M4fzJERz4/gVsvmU9Nt+0BpNjkxi7mIHgAqn+JDbdsg6xRBR2xcHYxQmUC2V093ehb0V3S4tvpyMbde9brVGqRXXjxo01tjr1jZNqhk/QWn+hIpurTWqqwVT1nSlRRrMGU5W2nWsa7aGHHsJf/uVf4plnnsGlS5fwjW98A7/4i7/Y8LHvfOc78Y//+I/43//7f+N973uf//N0Oo13v/vd+Pa3vw1N0/Bf/st/wac//em2aknPe7JpJAJot0+mHurDpvK2K1aswLZt21qOUtSXotVrGB0dxYEDB/zznDt3ztfmt4tGabSg6/R09jkLkUYTQuD8qVH8x6d/iIH7DyGfKQACYIasc3F5fk0HIOiP4BBCx+Uz4/jnj38bL/qlF+DGvbViiUrJxrc+9wCO7BtGxWNAxIKYzEO4HiAADuDgffvx+UwRv/uXv4rrd6xCMplEYbwMI1+CNmZj/77TeOpHR1EoeeBgOPDMOP7zm4OwTA1auQy3UIIZNZFY0g0jFsHk6AQmL5PpqG7qWLKqF3e85ib8/Ntfht7l3fUvfcp96CTaIZt6NJrMqeTn9cPRHMdZMHl1p8+j1pBWv+f1ooz6BtPh4WH83d/9HeLxOAzDQLlcnnXN56abbsJv/uZv4pd/+ZebPu4b3/gGHn/8caxatWrK7970pjfh0qVL+NGPfgTHcfC2t70Nb3/72/HlL3+55et4XpNNs3HNM6nJZoL6oh49ehQ33nij3zDWKlr1Vwum53bu3Ol/SObamBl8rud5OHToEMbGxmZ0ne50ZHPxzDh+/I19+PEX7kPxSq72sS5XF0H/5xzQ5N8FACEAAUyO5fDE949CE2XEeTc4F0hfyKBUtHHqwDlUig7QlYSYmAAcFzAMel0AhG3j3P4hfO/eR/DqX7sd3/vnB7H/oeOYHJ8EZwywIhCaBqZqcdwDdzyUbAYIBj5ZQqloI+/qEJOXAC6glj/PdnH5zDi+f+8jmBjL451/+WswreZfz4WKbOYj6gg2TgZtddLpNIrFIg4fPlxjKDrf9YmFdHwGZh9B1TeYbtiwAePj4/jnf/5nXLx4Eb29vdi7dy9e9rKX4T3veU/LUcWrX/1qvPrVr572MRcuXMC73/1u/PCHP8TP/dzP1fzuyJEj+MEPfoCnnnoKu3btAgB85jOfwWte8xr81V/9VUNyaoTnJdnMZDkzF+lxoVDA4OAgAPjmlrPBTNdQLpcxMDAA13WnpOfmY1InQK9l3759ME0Te/bsmXFX1a7VTbMvZaOfT4zlce///z+x/0eDsDOTYJoGxKMQugHmOhAe5f4F08Acm4iCg0iGAfA8wDDBOTB28hK+89dn8O1P3k+vlTEwXYcwDSAaASDo+YGRvIwxCN2AW7bx0/+3Dz/96mNwKg4dHwBMC/A44HkQti3PqwGGAegMzLKgxaJAJAJeLEET/oulP0IAQsC2Pez7yVEcf3oIO/dsntX9mw/MJbKZDvW2Oo899hjWrFkDz/P8+TSGYUyZTzMXLPQsm/m6ZytXrsS73/1uXLp0Ca7r4r3vfS/uv/9+PPTQQ/PqXM05x5vf/GZ84AMfwM6dO6f8/rHHHkNPT49PNABw9913Q9M0PPHEE/ilX/qlls7zvCObVnpnZhvZXLx4EYcPH8bq1atRKpXm9IGYjjCUqm3ZsmXYsWPHlLB9LmSjnqsaQa+77jps2bKlpS9rq5ENzbY5gwtnLqGvrw/XrV9Zs6AEBQIKT9x3BMeeHoIzMUmRQ3cXYNsQExNUnwEgwMAsE4jHAVQANSpBAAAHOIeYLAKcg7suhOtKUmBgpgnGBRGMbgDRKP2+5gXSwZyKDcEBJrN00BhFUp4H4Xn0dwZA08EcBzBNCMsEdIPqQPliNQLzL5AiL3COUr6Mo/vOTEs2i6lmM9fzqCK5mk+jxAZBW53gALl2v1eLfUrnTFAO39u2bcO2bdvwrne9a16P/4lPfAKGYeA973lPw9+PjIxMsbZSQ/1GRkZaPs/zimxa7Z1pl2yCVv0veMELsGzZMly+fHneLWc45zh58iTOnDkzraptLuksRcYHDx7EDTfc0FYKcKbz5jIFPP3wcXz/3x/B5RMjYBxI9ERx3Q1LcdNdG7Bu02r09fUhlUr516Jw6KnTqOTyVIuJRQEhwLMylaYbtLhzDlGugBkGRCRCZKRSG5oG2A6YpkPwQPShXjfnQMQCs10gBrBEHCIzAQSJ3PUApkEwBhaxgIoUkXABaAKC89rjMhewLOIVh8iNcUkSkuRURAN1KZ4HpwwMPnYIW/aswKq1Kxv29yzmmk07qCcCTdN8UgEaK7iSyWRNEX0ml+aF8l/rhHsAAF840Ak888wz+PSnP41nn3224+/184Js6ufOzKe3WTOr/rnWfeqvQXXq27bdtBl0NtcfRLlcxpEjR8A5x4te9KK2FTDTpdFyE0X88199D49/51kULqUhXBrNMKExZIbHYU8IOC/3MHZhH2zXQSRm4Gj3MTg5gaGB8zj440E46UmKGiwTolSiRd40wFTlQ9chPA+8YlPtyTTB5KIpOAczTQgIiIpdXewDC76wHUA3wDQGmCaQiAMuh4AAKhVKxUUjYLoGcFFNwWkahOfR8+V1AKim1GCB2TZEqQxmWYBpALYjCbKWNAQXgHBxbvAi/v2jP8DuX9mBrmWxKf09nY5sFkrBNZMarZGCSxXRjx8/PsWluZGtzrU2EroexWKx5absdvHwww9jdHQUa9eu9X/meR7++3//7/jUpz6F4eFhrFixAqOjozXPUyPk29mMPufJJihpBmpnezdDK0QhhPAbtdatW4dNmzbN20yb+ufXd+rPtJObzbnVOXp6evwmsnbR7L4KIfClT38PD3/zGdgj47RI6zrAGLgACulJDD5wDEefGIJbtmGYOsyYhie+ehj5bBn58SKE41VTXioaUOesWa8Zqc88j0hB02SaS6O6jNOAaBR0HUglgbINnssBrkuH1nVoiQTQY9I1FwpgdmCaqfpsmWZNxMEk+QnPA6s4JBjI56F1ddFzHJmm0zQZbVVrQJNXcjhTcZHq6ca7PvVryOayNf09nudhdHQUuq53pL9nISTJQPtEEPS6Axq7NAdn+CSTyedEGq1TdjVvfvObcffdd9f87FWvehXe/OY3421vexsA4M4778TExASeeeYZ3HbbbQCA+++/H5xz3H777S2f6zlLNo3GNbf6hZxpHo3rujh06BDGx8ebzmuZD7LxPA8nTpzA8PAwtm/fjtWrV7f0GtpJowkhcPr0aZw+fRrbt29HT08PHnvssbavVwiBicuTuHRuFPYoEcCq65dh+fol+P6/3YcHv/EsnFwRwuOArlG9A5J0unrgAchP5KnOwjRoeRNZTYMoVyDKlWq6iTGwcllGKbJ2AUYcI0Q18nFcMEOXhAJKrZkGRScKugYWiYBFo1Tr0XQIBoqaHIeICgAcBzw3Ca2nB7BtMMelWEq9FwxgTAMgiBRdl35nmnRez6PoSNdl3Sgv7wH9TAhO0RaEf7284qAyWcLRp05j/FwW8VQM40cKODU4grFL48jlc9iyexSrbuxHoqvaQDkXP7f693MhGlTn2tRZ79LcyFYnFovB8zwUi8WONt52Ko021ymd+XweJ0+e9P89NDSEgYEB9PX1Ye3atVMUpqZpYsWKFdi6dSsAYPv27fjZn/1Z/PZv/zb+4R/+AY7j4Pd+7/fwxje+sWUlGvAcJZt6EUA7RANMP49GjTmOxWLYu3dvU1uO2Q5QUxBC4OTJk+Ccz5g2a3TuVojOtm0cOHAA+Xwet99+O1KpFAqFQtskeeV8Gt//4k/wxA/2Yex8BhrTEO+OYcnqXqza2YezR0dRTuchiiVanwUAIaOB7hTgeuATE1KurAHCpVRYPCb/XRuJ8FwerL8XkHUToUiBe4BMcTFNo0Vfca7rUqSRSgLlMqBp0LpTYLpeTXtxDqYxsGQSwjDAJ2RNyGCA7UBUymBCRVOiSjZCFvh1Dcw0SFgg6zfMNKGZBj1cyqjBBYTrQaiXZLuB4xFxQgh4FQeFTAH3fvT/4dS+YRQmilRbko89/eQl7LhjE37rr/4LiuXCvPq5LZQdznxGUM1sdc6cOYOJiQk88cQTvleZuj/zadvfyTTaXJo6n376abz0pS/1//3+978fAPCWt7wFX/ziF1s6xpe+9CX83u/9Hl7+8pf7TZ1/8zd/09Z1POfIxvM85PN5GIYxaxliozSaEAJnz57F8ePHp21sDB5jtpHN+Pg48vk8UqkU7rjjjrbH1LYiQc5ms9i3bx9SqdSU8QbtFJ8rxQr+z8e+icGHjyIzkgG3KTU0mZnElbPjOPY0NcmKikPRDJMLCwNgRSgtlcsBYLI/hUEwAK4LXiyBKZIN3mvPAzITQCxGZOLYVPtQizX3/AjBfy2MUd1FCLC+HjDXI0LSdZ/EAEBUHCA3SZERhLxQBqFrJBDQ9drUm4JK62kahIxgwDkRjyIZYhESEjgO/ZzLaEyRqQJjEJzDtR3sf+hoVXyg3lfGYAPY/8gxPPTlZ/DGD/48APJzGx0dw6kDQ3jk5FOwKw5MzUJ3Twpbbr4e21+4uaUFcaHIBuicjYyy1enp6QFjDDt27PBn+Jw7dw6HDx9GPB6vIeZmtjqtoJMjoeciELjrrrva+k4PDw9P+VlfX19bDZyN8JwhG9U7Y9s2HnzwQdx1112zniWuIgP1hVPqrImJCdx2222+11Erx2j3NaiUlupDmM1rmI4whBA4d+4cjh07ho0bN2LDhg01i0q7vmSDjxzD4E+PI58ugNsUPYD5JXtwl4O73I8w1PINAcBzgYmcnwYjwgD9WzcoMuAcor62whgJDCq2rKkYAKimw+gGgAlB51KRkYLjAJ4HlojLi1GhFqhmUiwEmi2Zfz4YBh3H86rPCUY3MmKBoVM0pgjEj8rk6+egCMo05XPk34WoyqbpDaDfazpFADZdt5/aEwLCtsGFie984ScQuo5KoYzTzw7j4unLKE6W4ToeuMeh6RqiSQuJ/kex5Y41eOl/vR1Lli6Z1s9tIT3LFkrxVu9Vpmx10ul0jV2MIp+grU6r51mMabTFgucE2QTTZiplNpd6SdDbbHJyEoODg0gmk9i7d2/L+fB2yca2bezfvx/FYhG33347Tpw4MScXgEbnVrWmdDrdlDRbJZtK2cHj9x/Blz/5bWRGc+DFIphh1j1H+O0jqP0prb1cUL2ibsfOTJMWVV2vpo2qF+invoSq46iF3TSo7KEeSi9E3hRJBkLQiq9qRopohADKpdqLDSjVmK5VySkY9arjK3KwTCBfqD2GJBU/Q2bogEvCAV/Rpuo7st7Dgs+XzaJToh8hIFwXpUIF//F3P6bn2u6U++25HIVMCaVJG5NXyrhytoSlG/vQuzqGdTuWYcWqZVPqPc+FyEahmUCgka1OOp1GJpPBkSNH4DiOb6ujZvhMd62LtWazWHDNk02jcc1zlR2rD8zQ0BCGhoawadMmrF+/vu26T6vXkMlkMDAwgJ6eHtx5550wTXPeXAAUlERbuQFMV2sCplcJCSHw7X99DN/74k8weuIC4HjUwOjfn2r6CQj0lQShqx27XSULOrhf61DFdcSiYJEIyZx1A8J1IPIF6lmJRmXtpkILOPeqJBSQuAtFNAA5C7guiQI8TtEI92plyOqlqHtgGPL3AqLubVWxEdM1EhcEYZpgdUQhHLeqRJNEJGwbzLLodQfvleCUVlSPlffI/7cQFAU6Hrhtg4GBGTrVhFzXfy+YrsNzPZSyRRx/9BROPTmE7hW9KL2SYdkblk2p98wlndQqFjKyaYUEIpEIVq5ciZUrV/q2Oop8zp49CyFEjbNBva1OJ1RvnPM512wWC65Zsgn2zqgi43x5m6l+nPPnz+OFL3yhP7e9HbRCFsG5MFu2bMHatWv91zAfLgAKly5dwsGDB7F27Vps3rx5xrHQ6tqa4fzwGL77hQcxfvycVJXBTwXRQhhYFAOKLT8yEFRMh+3URDT+/7mULlsWNNOkv6uDMJB6TNNpUdY0IizXg/DcqnxYnds0fQFAzaJWqUDoJIeGF7jP6jojESAZB2wHvFQGVI3H42i0NKrfQdPBerpJNl0qUx3KMknEoKIw5Wyg3gddJ3WdaVSv0SGRAaQgQZimFDwEIin5+qFrEK5D1xaxqvUdH1QnYoYB6Dq4EBC2h8zZUTzxrWex84Ub8TOv3e33sKTTaVy6dAmO4+DZZ5+dcX7PbLFQ1v+zIYGgrY4aCa1m+DSz1fE8b15tZAD4hrqdaupcSFyTZMM5h+u6TS1n5kI26XTa9za75ZZbaua1tIOZ1GhBJVj9XBj1/LmQjaphHT9+HBcuXMBNN900xXKi2XMBOR4hX0Y+V0ZXTxzRePVL9JP/+yTSpy8BYMQRUYs6+8tlSA1y9YD+bhyoMhOjaKJcgW/34j8IVUKyTDDdAItFq3UPxujxuk6Lr65Rd75o0KwJQEhXYWaZtOgbBpjHKUpxPSrUq5SapsnGzSjQ0wU+lgZKZf+6BNOgmWaVkIJQ5+UeRLYEFo9B6+0BTAM8XwAKRXqMoUOLxyBMg8ioJwUWi0EUikCxRE2npgktGiHJt+eCMV32CDnVNKNlkjuBTiSnrHqkTMGXWddEjJ4nFXEamMEADyiNT+LR7wziZ157S00Py9jYGE6cOIHly5d3bH7PQvbyzLZ+q8BYdaprM1sdTdMQj8eRTCbR09MzL8SjyCaMbBYYrfbOzIZshBA4deoUhoaGsHXrVhw/fnxOXyRd1+E4TsPfTUxMYGBgYIoSLIi5kg0APPnkkxBCtDwWWgiBk4cv4skfnsUP/v7vMDmagxUxsGrjctzykh24YfcG9C3vxoGHjlK/jGkAyQREpQJRKkMzDMB1qjUKIFCvYL4AgHbloNSUbQOmRYTi11UACC4XdlZLWEJItRkgNEYKMYBIoo5oAFCUxACtr5d6drJZ38IGugEtmaBIw3b857FEHKJYIqLRmBxXAPJM8yO3OrZRaTupphOFIphpgheL1eOAUaRkO9BSKSKLZAJ8dIzOrx5TKlNKLJWCmMgCOiilmIhDk6k2X66tyVpVVxKiUCDCZQKaZdH9KZWr5K/ukUFRlpDOBxeOX8T9X3kMlbKNSNTC5lvXI9KrQ9d1rF69GqtXr/Z39sH5PZZl+VHPbD3LFqqXZ75JrZGtzsDAADRNw9DQkF9nCc7wmQ3hFYtFWJY1rxLtq4VrhmzqLWem651pl2zK5TL279+Pcrns95ucOnVqXu1m1Gs4c+YMTpw4gc2bN2PdunVNX8NcyCadTgMAkslkQ6POZhh8/DT+7e/uw7GHD8DN0yIlAJw/eAZP/+gAuvq7sO3WdRg5M0rprK4keLkCkcuTQszQqbbieQB0+DvsSgVVOZr8f7kCdKfAYlGwaAQ8NwkUKlS8ZxpYNEIeZIxJH01eLc6Xy1VrGAAsHqvWSurvJ2NENLYNPp6GH8EA1KyZzVGvT6ksxQcaRSO5rHxs4N6pyKcZhAAsiyIuboOXy+TFZuhErIysbeC44JUK9KV9FPXYDkV66to1jQiwYlO0UrEpIorEqFE1INcWGvUV8Svj8j4TOAAWjQDRCMRkvirzBgBPUArRdcAFMHr6Mv7xg18BY0A8FUP/ql7c+Ys34bpd1Wa/4M5eTeds5FnWTn/Ptd7ZH4RhGDAMA0uXLsXq1atrUpLHjh2rsdVR/n+tXFM+n0c8Hl8QUu40rgmyCc6dUbNepkM7ZDM2Nob9+/djyZIluPXWW/3dx3wMUAs+33EcHDhwALlcrqU6kKZpPrG2imB0BgBbt25tmWgqZQff+pdHMPTMCbiTJYhAj5JwXHiTeeS4wDM/3AehG4Bh0M64UKCaQzwGMI065TVNrpskVGARS+7cA0V6w6CFPZIgw0tVY9Bkl32hCDBa+KknRQdjGqWeeF3dRNNkUTzYHAm5izfAIha8sTT92wx85Bmj2ojjUqTkOACzwDgH/aDBjVKy5kbQNMDUgRK9dnAORKNgvSlqPi2WKK1nGNAiEVLqVSrV9GDwuhijx5qGbHbVpSKOXp+v0uOAyBWIaIKE5XkUbVpWVbat6kauC7h0vYIxOMUyRYsCsAtl5NIFXDh5GTe+fCNW963D6k3Lp7xUXdfR39/vd583Wlzr/dzqF8zFaokzWwTVaM1sddLpNC5cuADOuX9/ent7kUwmGxLKc2UkNLDIyWamuTPN0ArZBB2UG1nBzNUBIPj84DjlPXv2tJRumIt0evfu3Xjsscdafr7ncfz0W8/gyMOHUZnIQ8hduOpbEaZBBXXPgyc4NCZkTcAjtVV3iuoNhbxciGVhPhalArypQ2g6RS2GTikzQakmUc4BDNCiMQhdo/SVxgBHQJRKYLFeWpgBiEKhVqmlUCoDvd3A6Ljfi8K6u6j2YtvgEzlohgnRY9Hi7gaUYHQDIBiRiHAciGIJWixKKTDlagBGirFEPFC8DwgRLAuIRylCE/Q7FouBpZLg6QyQL/qX66cdNTnvpqEWQwAaI+UaQNegSKZUpugu8P4yw6iq1tTjPXo9LJWk4wjhiwSE7dDj1f0I3AteLqPCBQbvO4l/LvxfvPWPfxlrtq6c9jMUXFzrB6Q1q/dcy2m0ZudptrlrZquTTqcxNDRUk5ZTM3wYY346brb3abqR0I7j4A//8A/xve99D6dPn0Z3dzfuvvtu/MVf/EWNDc18jIQGFjHZtDJ3phlmIptSqYTBwcGGg8eCx5hrr47neThz5gyOHz/esIFyOrRDNqoG1N3djTvvvNOPzlrp08mm8/jHP/h37PvpCRRLHkSiqzrg0vOoJuLJBdcwABdgrgMYFiAEtN4eiMlJ8vti0vRSAEJwaLEoRL5AUYrqM+npprTP6BjVd2T9g9I+MSqWl4rVGTGqs18IPwKZ2kji0YyY7hREqQStrxfwOPiVMV9pJgDAMKCluohEVP0CkBFOtdYkCkWwVJLIqlwORDKMRhjEYnR9SsjgumRnk6lIk1DqpWHxGI0hyMvX4zdkgtRqhQK0ZAKcFQINmyQyABg0w6AylRNQ2JXLvg1PzSdJOhsIUafuEwDPTvqRi2AMLB4D0zTwUhlaJALWZYAHx4hzAeE4cB0DJ/efxw/+5RH89sfeMONnSaF+QFqzek8ikfBbF+ZbxRXEYkvXNbPVSafT/ih5TdPwhS98AV1dXXMSN0w3ErpYLOLZZ5/FRz7yEdx0003IZDJ473vfi9e+9rV4+umn/cfNx0hoYJGSTaPemXYwHdmMjo7iwIEDWL58ObZv3950JzIfo6FzuRzy+Tx27drlFxJbRavSaWWhU98L1MrzHdvFZ//gq3jmwWNwBKhWAkG7fMb8xkPmur76SzguXCEAuwwUyzL95NKirssCt65B6+mGKJWIhDSpPtN1aPE4vMwELe4qggIouiiXoEUsqkM4bnVBV/BFBnWKN4CkyR4HuhKAoYOPXpHXJF+LANVoCkVoEQu8UPQX+CmNo7oOZCepPhKN+nJq8jgTELkckZemVR0Kgs2l8jPLDKM6cye4CEllnajYJONOJigd6XlVIjUMIqxkAgAV9XlZSrCDjOs3nnIwpgGM5vX4cm4mH6siKM+jCDHVTUPk8gVoXUmqDQVEEkp2XcwW8NR/HsCv/vdXI9U3u8bCZvUe5dL8yCOPzIufWzMs9nk2ylanu7sbGzZsgOd5OHfuHLq7u/GDH/wAly9fxs6dO/Hyl78cL3/5y/GKV7yi5ZED042E7u7uxo9+9KOan/3t3/4tdu/ejbNnz2Lt2rXzNhIaWGRko9JmSm02G6IBGhMF5xzHjh3DhQsXsHPnTqxcOX1aYC5ptGw2i5MnT0II0ZbrQP35pyML13Vx8OBBZDKZhmTWzPk5ny1iYjSLK+fTeOibz+DJ/zxA65IlLVPkYgnXARwHmq5Tz0mxRHWXeqi6ilpshQCiBimxMhO0/VZfQN2g45dKflrIh64BNkmRWSwGpFJgnpQmOy5dXyRCz20IWZ8xLaBUqSMaqSBjjNJGsVi1I9/QiUxlXcO3xmHSqcC0AMuFKJbAHbcmBcdUBOl5dDz1fmkamGXRz4P1o0afZdsmH7ZIpJqeUynIaATMMMGTCSCbJ6+2iEXELQDYFcBV9jYANElDriutcwyISplSndGIn1qj65RihlIZXM3ZUe+vEFU3ao8jfSGNr/7V9/CmD78WseT0o8Fbgar3eJ6Hcrns76rbqfe0g8WQRmsHuq5j/fr1+MxnPoN//Md/xPe//3387u/+Lu677z78/u//Pl7wghdgw4YN83DFU5HNZsEY82vK8zUSGlhEZKPSZk899RQ2bdqE7u7uWX/A6ovrxWIRAwMDAGg2QysFt9mk0YK+Y8uWLcPk5OSs0wPTkU0+n8e+ffsQiUSaugHUP79SsvHjf30EP/32szh37CIKuRJch9I1fvpGpWAc0GKqZMQer0qa6wlMSIfliEV9IRBUKxCcnlcnQ57yfP849D+WouY1Pjbu1yv8FFg3yYVh27XXwqT8Nx6TLgJVfzGm6YClAxYNPROuS4Qm3xfm/6cKxhgge2FU4ymLRMAskwr2pjQMrVQgJgvVOojjVA04bRsoFMFiEYgcAmQj77MAmGWBlyt0rxMJIEU9MD50eqxWtinCUekUjcm/JyCyk7IXCHRcaeXDDAbhcSLunm5gMk+qQRV9RSywSISUbp50y04m6Do9qqWIUsl/bY99dwCbb12Pl7x+d+P3bxZQJDCbek87a8NiS6O1g0KhgL6+PvzyL//ylDTYfKNcLuP3f//38Wu/9mv+tNz5GgkNLBKyCY5rLpVKcGQj3mxhGAYqUgZ66dIlHDp0CKtXr8bWrVtb/jC0m0YLRhq33norhBA4cuTIrK4faE42Fy9exKFDh7Bu3Tps3ry5Jem067j4/If+DY9+bx+K2SLcslxgNEaRiWGAlUu0HrouLaaaLtdgmSILtpcEd+syamBMmX8yIgPVhyNTUAyMogLHIVKYLFSjG4aqOaZlgV+8RLt8FZlwQSmwyTz07m4iAVdGDTojI04hwCeyZPfSlYDQNWipVNVnjW4KWFI+djxN6jBlmaLrFOWAkWdZoUj1jGiElHm6Xj2OSzUsFo8DhgE+Mgqm6xTNKPsdIUg0oRbxfKHaE+RHDkTUQv6MaXWO0roBUZZRR/BzywXdV8sES3VV5/2ASERzPapfVSrQUknwiRxEXtbUlGS6WKJxCdEoiSaEkK7YILKyTEBEIcok2MhnCnjsuwPzSjaN1Git1nva6e9ZCOmz6gGc73RdoVBYEDWa4zj4lV/5FQgh8NnPfrYj57iqZNNoXPNcayUAEYVa/C9fvowbb7zRlyC2inYK9JOTk9i3bx9isZgfaaTT6Xnt0+Gc4+jRo7h06VJLbgAqjTZydgyffu//weHHT4JLCxVwTkXiWIwWMrVoSyksSmXwQpF26poOzTL9AjOAqSkhLkjyG4g2RGYCGhjZ7cuaAhiDmMiBdSVpR+1IgYB8DovHacFz3No0m0aDyVCpUN1CSqERiYA5DkS+CAbQ+RwXYoIGndUQBN1Eem7EokU6N+n/SsiIBJYFFrHANM234GGafG1S/FC1naH0F4tFqQ5iRaojCJREOZen2k8s5tvq+Ndk21TH0rXaqE+lHj2PRhD40aeoFUd4HhF6NEJChERMbgwEkM9D605BcFGVkauFkAFwBRFZt0xXFou+5BqODe440JJJUud5HJxzXDqfwf7HTqFStNG/IoX121bStc8SrajRWu3vUVFPo3rPQkQ26rt6LZKNIpozZ87g/vvv96MaAPM2Ehq4imRTP65ZfRgMw5gz2TiOg/HxcXR1dWHPnj2IxWJtH6PV0dDnz5/H0aNHsWHDBmzcuNH/8sxHn46quZRKJQwMDEAIgTvvvLM1NwAODB26gHv/7HsYPnaJFh2pamLJBLR4nCIHtYB6VIQW+QJ1rQtBi7lhkMWL2nUHd+5AdRGOWGDKLsaU9Q/ewNHZMMCyOSIh1ecCGVlAyKbJeqkVADAiR9MglZeh0/V7EQjOqeCvUnqWRcfzSVFeqwARo+dR749lVg0xhfDrLrxcoQjJNEHRggnBGKnuilQzYpYFFo+DGTpFB5N53w5GkQmjN1LOrPFq61oqwvA8qkWphkxLeqDJa2HxePO+HkU8lkV1KAhA5xRNlcr0fsj3AsFFUID6mVwXjHNwx6k2isprRsUmqXfEAiIRiIiJC6ev4E9/5W+g6RpSy7qx62dvwpve/yp09cTBOceZwxdw/JlhnD1yAYVsCd1Lu7D99k246a5tiCWm1npm02czm/6ehSCboGp2PlEoFNreKLcDRTQnTpzAAw88MGVq53yNhAauEtkEZc2NfM3abWYM4sKFCxgaGoJlWdi9e/es3/yZmipd18Xhw4cxNjbWcDT0fIyF5pzjypUr2L9/P1asWIHt27e39HoO/vQYvvNXD+HckTQqnNFCySCL5jq0aFSdxH+O6kQX2UkADNrSfoAx8FweKE7SumYa9NyKXW2g1DRAMLByhd7HiOU3JIp6YhKCvL80suvXolEgKRdng3o/WMSiXTgXUt0mL7Wri36nrln5m0VMaP298CoVoFzxi/UiESfiaQS1SGs6qLsRNYs/Ff4lOUfkgLeRy9VIDKQkE+UKtP4+/z4owYAyElXjA2AYVaPOuvsOQefRLItqJOVy7ZQDru5xHXHK90PIaxalIjk+Wxa0aIQiqXyRXiNDbTSqPgtMRnSCAyxARowUhcJxoPV2A6ZJ7gsydckhkD5dxP3/Jwvd0PCb//MX8IN7HsJDX38SF09eRqVAxBlJRjDw4BEcf+Y0fvUDP49IrDbdNR8k0Eq9h3OO0dFRLF++vGNjoTtlKtrJkdArV67E61//ejz77LP4zne+A8/z/DpMX18fLMuat5HQwFUiG+UC0GhmxmzTaMHFf/369RgbG5vTG6/rul/3qcfk5CQGBgZgWRb27NmDaHTqrm2uZMMYQ7lcxsDAAHbu3NnyG3tq8Az+8UP/hnPHL4HrBimbDJ3+r3a4avEKmmZyLm32OVhfD6Br4JfHqv0fDLSYqzQQC9gFqaI4AMgO+aA6iyWTlLYzDIpG5C5bcE7jCQQnSS9jVItIxqmmIwUGzDKJaOjGwE8nqd4by4TW0w1++Yqf4uL5AvRUF2qLTRK6tJ0JOiOrVJ6KABwXwvWoLyebo+sK7v4F1ZFEsegrv5jGwCt2VbGmDs05RYmmSfWR6ptM/5Od/8J1aVOgG2ARE2AauEtEVG0ulbBMCO6Bj4zK+pZOKVBXXreK/gSXKj6SqZPggyItqFqHupf1Yg6DIjsxmafXpKTqUhbv5gp46D+exg0vXIcf3Psw0pezKGUmZRoR8Co2PMfFT789gBv2bsWtL99Zc1/mu6mzUb0nm83i2WefRTqdxvDw8Jz93Jqh0cZ5PtDJkdB/8id/gm9961sAgJtvvrnmeQ888ADuuusuAPMzEhq4imm0Zt5ms0mj5XI5DA4O+uqsyclJXL58eU7X1ywNduHCBRw+fBjr1q3Dpk2bmhKaev5shlDZto3jx4/D8zzs2bOnLXvxH/6fR3Bx6Aq4xyEgiUFZ7wN+/wRBVNdhz/PtTlgsCp7Jyp8FemE0rVYtFYSm+WkjGAZ5nwHQenuoLqQIxuNA2aZRzkrqWw/LBIvHqTjNPV85VttzI69bvh4WjVQfI5sfRaqLem+C75G0q+ETuVpXZPV/yyKRhHotGqmy/EXWPz9dgKjYZEBqGjQzR3121TllZCccB1okMtUsQEZEgmnQeyiK8M9lGnR+2wGrONVIUl4XvzJBbgzLkrQRKJUpNSW4TM9ZQDpDaT5Vr1IzezQdYBr5ypUrUpFmyHoONY1qcqMiyhX5+ADR6vS5Kk/k8eOvPIHseAF2rkCblcB77RTKyDOGZ+8/3JBsOpneUs2TAHDTTTeBMdZ2vadVdKqXJ5/Pzymyueuuu6Zt7m6l8Xs+RkIDi0SNFkQ7abSg1DhYMykWi3Ou+9T32Xieh8OHD2N0dBQ333yzP91vuucD7X8I1SC1ZDIJXdfbnmNx5KnT8DwOoUkFlXQI1uJxiO4uiOwkhOvQLtv1yBTStqlHIxoF4lEZYdhTFlgWNKVsIIGGStfJxk6mReqIQlAhu1SujkBWC75ORCY8D8jbMgLTyWm5fgRBDZSarY60lLrKigDgfge/sG1SiZXL1aI7qkTjOwkA8vqq9ZXaa5C1LschwhCoukkH74963ZxT+jBwryBo+BvXNOjxRG0Tq5CKswhFdcLjQDZHkUo0Cpgpql91JcmNoVKBYmAu3aW1nhRtHtR4A02HUGMeDJoHJIplsGScRATBeTmGAaHJXiOGuvdb3Q+SV186dRmu7dDniQV295pGAWDJRm6iiHoshDdaML2ladqc/dyaoVNTOtWo6ucCrmpk0whB2fJ0cBwHBw8exMTExJQRx/OlaFMfVDXl0jAM7N27t2HarB7tkk29I3RfXx+eeOKJtq+baRqEppGCLKjG4oKK2f194OOZ6pJpGNBTSalW0iAsOZFS16vFc//YDDXTLBudnzHwyRyQSFZ9zOR7LSQB1EzoVHBpJ6+mc6rZLTBNWtAti86tATXpP6mGEmoUs/q5aYIXS2DFUs1sFzX/hRkmHZsL2r17HEwavQZrTLxQrNrWqH4UMMCTC7PrggtRjd5qhpZJKD6LWHScoKWMaUIzdEmGrEpO6ja7HmBpYFELoqADtiRowcFMC+JKmqI3gyIiEiGQMzbKEf84qmdK7WQV58CuABV5T1W2wTSlsSqjexKPSScIRTycakmGAeG4GDs7Du5JoqnbEKj7uWLDVPXkQnijqXWg0Xnms7+nU/LqQqHQslvAYseijGxmIgplbJlIJBp26M8X2Xie5/e1tDLlMgj1OM/zZhyx67ouDhw4gGw267sBFAqFWdV81uy8DmdOj/nRQs133+WALsj3q1SmbntDEqEQUpZL/l9aIk4Nh/4CCyIuOUsGGvWJ+Lth5RJtSrIqlaTVCuBfhCtHL7uB9Jk/w0ZQE6dWHVOgRAhC2e1HrICHmLweXYOYzJMBpurZYbLGxLlfx/AX6F7alDBTqtU0g4a/XRmTC0n1hgkIoEgWOli+TBKwA57L0aKv4HkQtk0Dz4KRSTBFJ0cPaL29EOUSpVcNEywRB1PeZwha2qBaSwEocotGKdqp2BDpLNXH1H3wnydJxZNqMnkvhEw5MnVdinw1DcJz6bWrmoOq6WnSZdu0IGTUx5gmbXqqiy6XnxuYBqVrA15yEALxniTu/LmbpnxWFyqyaaWWMl1/z5UrV2bs7+lEGk0ZdoaRTYcwXRpNCIHh4WGcPHlyihdY/TFmWy8JolAo4MiRIy1PuQxCfcBnIoz6Hh31AVYCinZfw6rrl9ECogQAprQdKZZ9FwBmRohoIKbspBkXNPzL5dUhYjKHL3SDJkZ6HoRdqS2Eex6gdn7KR61iUwQBVOsNDEQiQO1irHpTlMWLtHzxX3lJ2vPLSZm+rYxt098tq1r0Lhar5qH+G8Kot8SxaYRAwYPQNHIsEIF0nozchGFQkT0oCmAMSCahJxLgI5fp3qjr4ByCC7DeblL0BdNOKl0nLXGYrlcl2gzV9zhAUILTz4Ts56F0Haum35oM5lNebUpdCHgQDdxLmWwqFULIIarydQMkiXZdvzbkiz4Equ9HIBVIfxjANEm48v4xBk1j2PKiHUimprYfzMcEzZkw27pQu/09juN0LLKZS81mMWFRkk2jqESNUZ6cnJxxHozaYXieN6sPc6FQ8Av0L37xi2fVpwPMrEhTYoP169dj06ZNNaSiPrjtko2hMWg6g+cKudOUQ8PUPRUAYh518XNOnmdqZ80Y9XlEI3TOQpEiFZdkvMJ1wZYvBSay5FGmdsG6Ro+pVOQIZ6mw8jxqHIxFiaA4l3l95h+3ms9j1JwYjVZ33WqhRfUxQvl6qUJ5IglN16pTOyMWuLJvCUKgqodwXQDy+MUSWe04LlgyKbvoBfUhqcXdFyMQuSEagba0H97ZC4HjC6p7VRzqeXFdul+mSfWo3m7wig2h5uoA/hwgZQkDgKK4MhG5v/wL0D1W4oHgOae8Tpkmi1gUhQiqOwnbrn4GGDXb+k2rhjG1rUmB0+eInBgYUHFQw11BwpE2Olo8Cp7Lgzukrjv0k8P4s7eMYfW6XmhCoHdFNzbdvB7x1TqWrupvduZ5wXyJEFrp79F1HcPDw/Pi56YwVzXaYsKirNnUk006ncb+/fvR3d2NvXv3zpiWmgvZjIyM4ODBg1iyZAkymcysiQZoTjae5+HIkSO4fPlyU7FBsObTzpdl3dYVMEwdnsye83QmoDSSq4TnUqHetonMAs8XrksyWYPsapgANWA6jk8i3HZo8VP3VqmTHJdSN+p6GaP5KPk8LaymCa2vhxZWWScRmQkIz4O2pI/GNk/miTQMHSwaAywLIl8g9aIyk/SjDbkcexyYLEA4LrQlfUAsSkTJZB1E1TE0jSKG4Cu2SbDAohHwQgFaqqu6cKrXEFzUleLMNKv1JPU46cbAKhWKzGS/CzN0cNelMQipFKUDDYr+eKEA5jFydjCN2jHOwfO6Hr1O1bg6g4qIBCAyIg0SjTquJDPNsvwIx38d6hichBXC9UhOrc4rAsepHhTK6sYbz8i6H1nxlDKTOD9ZxMVTo0ClDN3Q8dR/HsKqrf345f9+N7Bh2pcyJ3RK8VZf7zl9+jTGx8cxOTk5L35uAK0TpVIpjGw6hWAaTb2Jp0+fxpYtW7B27dqW3rBgvaRVKDuYixcv4sYbb0Q0GsX4+PjsXoREoyhNmYIyxqZ1NwiSzUzwXA/7HjiMh77+BA4/fgJ2Ng8Ri1cHYwVlq1JBxKQIQ/3Ub0CETKkETTAVVIFZpbqEoKKwaVYXUI1Reqpi08GjpG5jul6t/XA6PrMssKXUDMsnJiCyOfjeaxUPvGJTmss0wIslaJxXF9rg56BYouMBNB5Z18g12TQBwSEKJYpqIlR3EIHXAwAsXyALHc8Dz2SgJZJEJDNBRT2RKCnGqMoDLZEgEjINaq7kHKxcAbqS9H6oNB8gZdOmTBPa9H404hFNFt8jEXn/GggRgtdlUA1N2RMFXy8AP2WpakxM02oFGwFiYRqkr9s0BCdA7700YqVJrIw4yGDSJohEBJ7rYWI8j9JABc/+8ChuvHVn8+POEQsxXoAxBl3XkUgksHPnzmnrPYp8WunvyefzABDWbDoFFdlUKhXs378fpVIJt99+e41fz0xQb36rZBN0hd6zZw/i8Tjy+fycmjKBqZHN6Ogo9u/fj1WrVmHbtm3T7rhaJRshBL7xdz/Ct/7hx8heyVGvB0CRjGVUF28FhprO+qDOvp7GhUqPMEYLN+e+ASTKFWiJGBXzVYTDQItMLE7eZ36EpAr3gfqQAC38lkmLXi5PBzAC98SVo437eurqKqoeQ6aZvlzZMKDFotXIR9Nowe8X4OkJEhk02qxwDpGbJKWaFanWomQtpnqDAgIE24HWLY0+GdXGoNGkUZ7OkMrMNEn55rq0qOcLRDzBczsOnc+yaANQJ1KohXympkkG4I0fqoa2ybERTaMgKeyAThJllfpEuVLbRGoYYFLcoWo6wlf36b4oQY3YrjopyJSergFGFCJiAQYH4x48MNgOx4GHTwF/0OTlzgOuxniB6eo9Z8+exeHDh1vq7ynIgXbPlcim8+9CEzSLUHRdh+M4+OlPf+p36LdDNMHjtEIWly9fxqOPPoqenh7ccccdvsxQ9dm00vTUDIps1CydwcFB7Ny5Ezt27JjxC6CaXmd6DWePXsR3/+kBZNMFGnpmyfROxSbCkYaOPmQNSDCAOw7Z5FcqELbtLyA1v7Nt+r/sJxETORq2FY9RX05NEV6H0DXwXA58bAx8MkcNgQy1TKb+zgUtYhUpg9aCpMigLV0CbfkS8FIJwnbBC0XwQoEWPGWDo94fi5RdNQV9RY6MQevvbWhfowrkEHQtTEj7l0pgjIH6wznVXTinKEwPKPlsF5CiCpZMAsUS1cqU/Yyc+Nk0Lg/29/j3U6su5JZF9zsWBetKAIk4zdrRNd/uB9Eo0NctF36HUofSPqghGIPwXIjcJMTkJPhElt4cv0EWVdLWKCUmKhX6nKgmXtkrpd5i/4/cDIAxsJ4UkIhD5IukHCyUwMsVeB6QzTSbTzQ/WAjHZ3We6QYx9vf3Y9OmTdi9ezde9KIXYd26dXBdF8eOHcNDDz2EZ599FsPDw8jlcv6aUywWEYlEZi2ieOihh/ALv/ALWLVqFRhj+OY3v1nzeyEE/uiP/ggrV65ELBbD3XffjRMnTtQ8Jp1O401vehNSqRR6enrwW7/1W37E1S4WVWTDOce5c+fgeR62b9+O1atXz7rINlNzaHCY2g033DDFwVR9cOaiaNN1HeVyGU8//TQqlUrTEdTN0IrlzQP/8TTSZQ6RiFNh3POkY7EFFEuUOlKLOUNg0bCr6TCAdveKiIKWK2rBDeb4JwuUKqKLrB7DMiiNlS9UF0nVU9KIsxkgPLfhYqj1dANRC/ziZaoxKU8yx6au/Z5uUkzJ87BIwEGgJoISlAIyDSAepRHNEr4xpnqOFCD4PUA8Lu39qYtfFApkN5PNyc5/s7owA74Lg9bdBa9UAsoVmoTZnaqORJguyjDNanqsvi5jGv6sGlgm9da4HoR0qFaEiclCdQhaxQG6U1SXqgTSbup+y7SiP4zN88AnJ0kcAUhFnyQuSIGIcgkPRL1glD6rqYWp7430hBOZLH0WVGOwY8Ob9FBMRHD65DBWrl4+p/poMyzkLJuZaskKrfT33Hvvveju7m6pp68ZphsJDQCf/OQn8Td/8ze49957sWHDBnzkIx/Bq171Khw+fNg/73yNhAYWEdmUy2UMDg76DZ2KjWeL6dJoykWZc950mFpQZDDbD6vneTh27BiWLl2KW2+9te0dykxkc/HsGL779WfByzZELie73eU6oGnQTBNM9ZpwDoCB6QaE69QushLMMqkIHVAt+b9XOX4hIOwKRCQS6F8R5GemFGxKMgtQ70yw4B1ccDVNppBMWkzVDBudxiF7V8arO/4oOTmLcpkWT9uW8l5Oz/drOYDPbH5GKlD8Zqg6YAc/HxqpvZiuQ0jXBVEug2ezUwhC2Dalz1wHQIBshIBwHaoRSXdqUalrXp0OEemBFpz6CZDwwPPIfVsJFKIWjUhQkVMTZRrLTQI9PRCTObnpEFWvOzWaW94r5VgtbLv6XnnCl8P7k0krlZo6EDMM37y0+gEUvuSbF4rSa83wv9NCMwHbgVssY//jx3Bm9RCi0WhNH8t8yKIX+5TOZn5uK1euxA9+8ANks1ls2LABd999N+6++268+tWvnlaJG8R0I6GFEPjUpz6FP/zDP8TrXvc6AMC//Mu/YPny5fjmN7+JN77xjfM6EhpYJGm00dFR/PSnP0UikfBtq+fTASCI0dFRPProo0ilUrjjjjuaygpnIzJQEEJgaGgI+XweS5cuxQte8IJZfXGakQ3nHA9+dwD/441/j0qhQkQjQAu29OlSfRQ16TDblp5WAZt7BcZo11m/aNWolGT9RtNpkZPHFI5Dg8jsSjWCUvA8OcETVWICpExWp935+ARZq+i6NN/UIDxaJPQVK6CvWgl9yRJoy5ZAX3sdWHeXjD4EyZaDPSoC8C+gqgSgf5Zt+rvn1hKNvDaVStR0fWq6KxD9AJDWNLWPEq4L5IvQTBN6sgtaPA592RJK78Vitfc2HgP6ekg0EIsCiTgt2BFraupLWuwgm6PXrSBdB0hNxv3esvrUL2OQkQ2jNNyq5ZIXql9/pmlUf5ENqn76VKVXJYnUEA1AP3Oc2hHY/u/ovVQp0uB3Xv2d2w66jG68+MUv9ocBnjp1Cg8//DCeeeYZDA0NIZvNzrp+eq1N6VQjmT/60Y/iYx/7GLZu3YrPf/7z6O/vx1/+5V/i0KFD83C15P48MjKCu+++2/9Zd3c3br/9djz22GMAZh4J3S6uamTDOcfx48dx7tw539lYfVFc1205LG2E+jQa5xwnTpzA2bNnW3JRbrUpsx6O4+DAgQPI5XLo6elBT0/PrCO0ZmRz/7efwb/81feRH8nKXbCoOgEAAGRnuOvURikAqYVU6quecBxZ/PcL1UHIXWs0AlZhENyr7oCFqBa6G7xWXiyCudVRzIIxqo3YdH2iUpE+ZhbZo0RMUm/FYgG7HU5d+5YFbUk/eCZLSivPBZODyVgkUi1sq45216WCd8WWkRvJeIP3hC6qWpvhqtNe10llVmmg/BKC7lXwrjPmjyQAIMcgOBSV9aYgHBqexvp7qS52+QpFc+p9iEahJRPkHaciSc+DagSFroMVSxCxKEnSmayQWCYNcVMNr6DUYdVBgNG9LFFPlcY0eL51DvM3EIJzf+ZR0MHAv7fRCEVzvO7ecU732TDAfCse+buIJS1xBK02fvBD91oI4PzxizAMA0uWLPFHdZTLZaTTaaTTaZw/fx5CiBopcasWLos9spkOqqHzla98JV75ylfO67HVKIH6WTnLly/3fzefI6GBq0g2nufhiSeegBACe/bs8SOMdpVkzRCMbEqlEgYHB+G6blt1k3avI5fLYWBgAPF4HHv27MHhw4fnpGhrRDZnhs/iP/75QUyeTwMeGhd/TYN6I5xA3UVCFEtgvT3AmO3bxKjHiHIZWt8KWlztuhy/ANnkQxbV/ToQo0VQl3l/tUFQZRM1X0bXaHFj0udLFtoZg+9KwExT7u6jgUgC1QhFgOoRUQtaIg6hqxkyZM8P26aUk2lAaBr4lTFK6/mLeQRaVxdFYHW+bzXpPbXIe15tjaL2zZECAbl6qp29X6sKpA7lGASkuqgXyTLBz16QsvQA8ZdKJBu3LIpWA589IdNrwjTBMlm6d7pOUZFpEtExyFQgpRRZMkHPSWfpPsXI4ZlPZGl0ghrfLc02/RlFwc+MImE5cI6lusBHr1TrQuqxnFc96NTPYjEydpUWSMJ1SbTCBZGWTr1WT/3gAN74P34ekXhVDhyNRrFq1Sp/A1o/GjoSidSk3JptTBcysplvspmr4/Niw1UjG13XsWHDBixbtmzKh2E+vc3U8LHly5dj+/btbX0g6p2fp8P58+dx5MiRGvfp+RqgBtCH+f4fPIaH/98+XBy8AC9XoHRZqssvwlJ0I9MVagGLRMCiEQimgXEOBhoTzHp6KOcfvD45h4b19ZDaSqWqGPNnxqAi/dJUTt40oCmfNM6r0l6pCvOtc6QEmyUTEJOT1eK9qNYCIARFTmpbLM8rPE7Nnsph2ZXjrGMx8HIFokCzb5gmjSOTcfBLl4lo1HGEoHHXALSuLpInB6EWWdOsEq1UWsEwpAs24CusolEiB3lsFo0FsmoNUpECFC1FI1WH5aC4gjGAezRALRqZEpFC1+k+MZCdjLo+16VUYixG9006RUPVs3QD6O8Fc2zw0XEilUqFIqxEksY4CEEp1GAqTL0E+fpIPCIbc5f00zC5oCmrUsTJhl1EooBJU0p5pULRpxrprT5zOgDPxei5cex74BBuednOKQPW6BIaS4nT6TSGhoZw8OBBpFIpn3xSqdSsXddni06o3jo5EloJoi5fvoyVK1f6P1eN5uox8zUSGrjKabSVK1c2lBbPdVonQAv16OgoTp48iR07dmD16tVtH6MV+XRw9ED9xM75IpvJyTz+/qNfx9NfH0A5LWWHDGCOS4qzZEIuxrIR03XBulPQuhKAodPslkqF1nfDgBaL0wIii7v+zl+j/hFmmpTiYhpgsKqqyJbuy+UytGX95Po7MSkjnWouXwDVxVTWkGBLG5d8vmrGqQQHGkUoTNfBczloqRSRSTQCUSpRuilwH0W+AK23h9I+E9nqzwHyc7MdqnEEBQ5q910qA2q36O/i5QEMgxZE9XhBo61ZNFLd9TNGi7ss4jPLqg6m88MwDbWEI1OYrudHcfXiDP9x8px1HwTq2WkG1VOjfOg8Un0Jj5pgmRD0O88NzBVyoVkmjTjIF4BYhJpN61Oh6h4ZhnTMdsEiFvTVq8CzOdqwMEYD8qJRucGQ5O56RJKc05A8NQwvGgWLWkSEgsNzPNzzJ/+BZ/7zIH7mDbtx44u2Nn+tmGodU6lU/JTbgQMHwDn3U26VSmXeBqRNh06QWietajZs2IAVK1bgvvvu88kll8vhiSeewO/8zu8AmN+R0MBVJhvGWFOymUtkUy6XMT4+7qvNZhuKznQdxWIR+/btg67rDUcPzPV1aJqGbDaLb/zrA3jqGwdgZwpyc60WUPgTGFk04jvuarEY5cp1nSY5KqdkxsBcD6JQIA+zaBTMk53hKoIplSn9Zhi0SAXfn3IZiHRBW7oEwnHAr4xDM62quk1eG4tEqN9E2e4rZ4FMltIp9eMFlNzYssAMk2ox8RgAQbNaVA+OilA4B8/moPV0U2ShdpRCEEEGvd4UZLoPAFCpgKW6KMJQ16GxqZYuADU6RiJE/I4rF9Y4WIGMQUW5DM1K0YwgXXb3a3WfaVNOzCwUaUaMaVJdpf4aVZNl3UaLtbJYOm6VbOhgVcm3bBqFadZEL4JzsFQKKBTI3TmVJIlyzclJhMC61HeIUqpCCGi9PeCuS5+XWKzq7qAiHoPSakwwCMGhxaJESCalPukxNMdofLKCZ+4/jEvDVxDvimHjTWtnfs0SkUgEK1eu9Dev+XwemUwGY2NjyGQy/uZ1vqdzBtGJyGauabTpRkKvXbsW73vf+/DRj34Umzdv9qXPq1atwi/+4i8CwLyOhAYWkfQ5iNlM61QYGxvD/v37YVkWenp65vRmTZdGu3z5Mg4cOIDVq1dj69atDT9o7aTh6iGEQKVSwfDwMIaezcCeyFcXJk0aLAIyPQNKi2gaEI+TS69pku2+EH6Xe3AfLWQ3vfBTRbqvVBOOQ7NvIhEw1STKGBFCxCKDxXQGMEyIiJQtC9oVs3gMWipVW7tw3GovhzofUFsXgIzIDIOmWgohBQBelWjUczRUF+SaplKS7bKupL+WseBMH3UM26FoLREH4lGy6xccrKtLLsguFeCFoPsxMQFhRYh4LJJgoytJ6rBSieTRpkn3X0U56lymIY+RhU/qEZMWf9U4GqjxMIsMNEXwZ3X3qe6TApXaq94HWWOTnz3huDRaO5mASE/4USxN6MxQv5DtUPd/LFYnLNGgpbpk7QrkIF2W/m0qjTuRIxdqvfa9ABilOE2KYFgsFtg0yMepsRfRCHLpDPjxy/jJ/32yLbIJgjGGrq4udHV1Ye3atTh48CA0TYNpmr5bc1dXl088PT0980ISnajZzDWNNt1I6C9+8Yv44Ac/iEKhgLe//e2YmJjAi170IvzgBz+o2TTP10hoYJGSzWzSaEIInDx5EsPDw9i+fTtKpRLKKiUyh+uoT4MFFXQ33njjtLlLTdPgNLGCnw5K0VYul7F+/XqkR/bVZmV0jb6k9dbxjMmJjaBIolxu6ujrL2ARCywhp0TqGngmCy0S99VPAPzmPhaLQZSK0DwB9Pf7u16YBtDXQ89Vu0blBuAvKnLEdKO0YiBiga6BxbpqZdL1CB4zeBhdJ1PNriTttG3HH1E89RjSvSBfBJYvBbNMsrQZG6dIizGyv+lOgfX0yOZORVog0knGITJZ3+yUuy6RTk3PCa+mH+Nx6g/KTYKBBfqf4Pf5CE/ep0QMKJabRjs190IKAwD4jgIinweiUSJsJoUhxTIQiZDijHv02fAaEL9hVm2IolFKd+YLctSEtMhR6UDLAtM1OqZBQhGaIeQAuTJdTyQCf5y4pmPK55YLwGCAYaJSKOLkgXONX+ssIIRAMpnE2rVEXrZt+ym3w4cPw3Vd9PT0+PWeRCIxK/Vop9Jos4kgFO66666GmSMFxhj+9E//FH/6p3/a9DHzNRIaWARptEZoN7KpVCoYHBxEuVzGHXfcga6uLgwNDc37aGjVeOo4TkvpudlENmq+TTweR39/PyKRCCyDVRsggWrhV+XXG/XGqEFkzRZtIWgh4FzOMwHZrUSj1EdTPzVS2tQzQaTkL05cUKd6xKRdru3UqseCiEWAyWl2kVLKqyUT4Lk8WE9XNYqrV0fpWjV9p2lgJvnACccBv3wFrCtBDZDTQgC6Ac0ywbM5Gp3AUCVKxwFsGyyeQJCxhesBhQkiO8/zJde+8k72rDCASCAZp/s3ma9Vd2kahBJHKPsXeV7meTSwzK2dY9MQplGNHF2XzsM0oJyl1Kq6b/Ie+nU62ZcDLTBcjMkanRBVsUS5Uh3jHVDZsUIRsB0ITQdch9KKuUlfSMEScaoZ2jY0vUEPV4P3nzsuuDs3T8Ig6tVolmVhxYoVWLFiBdRwMtW9f/r0aV/aqyKfSCQyzdEJQohrTiBwNbBoI5tWF+nx8XHs378ffX19NV3686loU+cZHBzEkiVLcNttt7XUpNmqP5uCmgqq5tsMDg6Cc47N21bi/LERoOj5CxUsauAUdoW+w5pGqS+AeizyBWimUU3VNCQcwJcXQ+bwFcEEGv78jaiyXPFVVIKMPz2vOjY5FoPPMvWBl6FDLOkHLl6qLrrBa4tYEMUi0N9DxezJAg0jS0/I4nLg0FbE79UgibJZXexV8X6m90jt0Bkj9R1Ql5YDpX4C90M4DjBZ6w3lD4xTRozBUzgORZs6iQamOBeAroFpmt/josQSqrYlXI+uQykB62E7QGDUNx2TUqL+tQTl70JQFGJRAymZrHrghRL1N8k0lzInFZLEa8hGRXECpBh0XDDTAuvtofSsBoBRpAwI8nGz6DzQ694XptGmxaao/PpZptAaYTrpM2MMyWQSyWQSa9asAecc2WwW6XQa586d8w0zgym3RtGLih461WfzXMGiJZuZ0mjB8QNbt27FmjVraiKl+SSb06dP49SpU9i2bRuuu+66lsPsVtVoQZ+24FRQ9fw7f+5mPPB/nyA5qfrSS7sWlkySUkkSgHAc8iarVKjBcFqIWqlxjdxW5WfkIyuVKSkpIQRQLPpNjwygdJGuV21RglYxmg7NFOBL+ohAfLcBSWC6AZZKQdgORQs2NYqyZIJUYmr8sNole4L6TBxSvgnPDlw/ppDdFEhpNVnE8JoFWb4BUxdp6cTb8HANT6EEDMzvlZkCKeBgFokjhKMmqpokPOCc3vdYlAQhyiBWLf5K/KE2DozVypIDEJoGTRmWBhtmTQtaf5Tct/MFGTlKv7NgDUdJqoWomrM6qvYEmlPEGESpRLUxNfRNWRsxDdBUChhVF4RiCcyx0b2qH9ffdj2+/rmf4OKpy4jGLFx/w3W4ac8mLFnV0/TeN0M76S1N03wV28aNG2sGpB09ehSO46C7u9uPfJLJJBhj/joT9tlMj2syjWbbNgYHB6cdPzAfZAPQNE0hBHbv3o3u7u62nttKGq1cLmNgYACe5/njDYLP55xj3baVYB6HcOQO2dABj5HqTLn+AtX8viULvq5UoTW7Bp1qA74fmkyrMGUbY8hF0nFIpRaLUjFZRSQVhzrzA4cUUopN/5CLCmMUiTk21UVcr6qM4hzQGdiSfjDLAr8yRjJqFXVJJZgA8yOAmpQTFyRiiMVoIfZ/zmUaaJqamZwqSko1TdaAAq/Gk2IGTTZvum7TRbwG9U2dUgQwZRy2f9PIadpXnQkyvdSklBgAkY0cYOebhQajVU2j+oklO/0n8w3J1h91rfzRhPzjOIBmgXUlaNx1LAYtYhH5NRvjDeHfH6brYPE4RUhX0tI8VR5b08C6U+C2I2XRBkVyjFEUXq5A81z0r1uO3i3X4Uuf+C7yl8bBHReaxhBLxbHljq146//8BVy3qb3x7HNp6qw3zCwWiz75DA8PQ9M0fyonvQXzm0YrFosh2XQauq7DDnawB5BOpzE4OIienh7ceeedTTuH50o22WwWo6OjsCwLd95556zkkjOl0dRr6e/vx86dO6fsjDRNQ24sj2/f+xP6YnouNf4JkHTZH1tcq1wSMZpwCVs6+toO7U6Ff2ByQI5EyMHYkAu/HHpFkz31qkOA7dBOulwBkgZFFJxXxQhBeB7l7S1TuhFLeXvO85slBSilhngMEBzCcUkZVSzJxZzJVhVBjZO6Ds00KTIQtOir+6o84Bj3yJmgyKumnEDtNE0FxoCuBA1lu3gZ2tJ+sO4UxHim+ppB5xelEjU/ciG74B2aVROJUNqxnswYqn1FwZ9FI5RqnA7q3Cpq0RgYtOrPNY3sduqJRj5XqQihx+HX2oJQfU+1QSv8N8XzqjWmeIw2E7Zbe66gw4AkUi0SofqSZVKzp+vWTlN1XfDcJFhPN40xUORl6IAVgW7puP4F68CSSQwNnoF9edy/Xk8IFMZzOPjgAXxreTd+58//S1sF/PlyEGCMIZFIIJFI4LrrrgPnHLlcDul02rduefLJJ307nd7e3jlHOmHNZgHQKI2mzC1PnTrV0tTO2ZKNEALnz5/H0aNHkUqlkEwmZ63Lb5ZGE0LgzJkzOHHiRMMUYBUMX/7o93F64CItEnJnXU3NNAZjDIhFIaTRJbNMcmnWZKpDk2OeMxNyVyvJJRkHBOCl037nP6mwdNqg6jqQm1QvotZqpfYFAhWb1jpd7mDlJE1mWdDiMfqZbYNZUSCuyxSMASGo8ZLnJsk/jQuIYpH6M4ApPTpCEWO+SJGPHHMMIcBLZdrJd3VRlCUdD8ivywa/SIsET09QNNaVpBSSil5MA7AidE2OQ+kn1W9iGrSwuy7EWCaQZmqwwHDhy9EFUNepLzcJkQhFdAqaJqXggQFoeqCHqBE82ojQ+xoQBFQ/GOquNX6++pVl+XN9WHcXEa5lQvijwplv1AnDAJ/Mg/X1yOjLrRWQqHqW55H6zzdOpY0DExwcJk4dHwPMCUoNx2KBDQKDMBjcYhmDDx1BLl1Ad3/ru/1OzbPRNM33Ply6dCmeffZZbNiwAZlMBsePH0elUqlJuXV1dbVFkkq88FyZ0gks0jRaPVHYto0DBw4gn8+3nM6aDdl4nodDhw5hbGwMt956K9Lp9Jzk043IxnVdHDx4EJlMBi984Qub2oULIfCdzz6CkwOXwB0PjNuB8geTUQgaLzwqLVSwAcerOgU3eqz00YKp005/ZBSaZdEX3jBkjcSgBshikRZej5RXWjzeXJKrriMeB8sXyG3YMqGMIZkQFH3JhUB4AshNUMoOAGMarVcqwlHWLI16dOSOnEnnY39BNg0oR2RNyMgkX4DW203NrjLFAyEg8oUadRhTCq1CgRyZgwabAC2qsmeG9fdCjI7RsbpTQJ0VjhDCj3SYZVWbWAGf/P0CvFycmdzRkrJNujeYZm2qsP5eA3QfPK/mffGdoDmHzkW1D8evzanPgoxmlTmqQZ5r2trVFK3m8hRZGTq0aBQsEQcvS3mzsjCqF5f4L1JuDAxTboAi0JS8WtV7dJ0ECX09VDsq0FwkBgbucZSyBRRypbbIZiG80TjnMAwDy5Yt8+utwZSbmlETVLm1MrsnjGwWAMGaTSaTweDgIFKpFPbs2dOyE3S7ZFMoFLBv3z6Ypok9e/YgGo3Oydq80TXk83kMDAz4E0ink1UeeuIkHvnqs6TyQWB3qkt33nIJunIdricRk1JhPF+UJYlpdlRC5lQMA6JYgpZMkjrJLx4Lci525IRKO1AsVtFNs3sUsWjxNg0aAc2YFBBogf4O+dhikXb/dYcg/UBgsZKvT7kTsGgUImqBjWeo9iQXcW1pP5BIgGcmgLFxGjKmXJU1Dfp1K2mEc26SajVqJy8XP/86pDFmQ3gewI2qyWY8CqgOfCYX+eD9YtIeSEVgrgOwQA+NZZJJqmH4fS0MOtWjIhEAwo/KfMSiYH091LcjnyMMQ/ZElfx5QVo0ApgWhKxRMVXPU1CzatS4CiGJ0TLBx9IU0ar6lu1Q/SXVBc2ywLmAKFVoQqlf79OrPCYbc4XnkX+daVTrUYr4lNpRqvEQl9fPabMAMGiGhu7+9hbfhSCbRg2dwRk1ZDlFRqKXLl3CsWPHEIvFalJujdStYc1mAaBGQw8NDeHEiRPYsmUL1q1b11YYqhb6ViZtjoyM4ODBg7juuuuwZcsW/8M5FwcA9XxFVspxYM2aNdi8efO0X4Dzxy/hE2/7RyKa+iKvptE0R8cFLxZJJKB+LpVaolKByBfJHl8WnoWmVXtuuKAFS8i8vmzMZGW7KhcOpMdUJ70fRcjf83KZplA6bmCyJ2jBScQhTAtauQwkEtWdt65VrflLZQC0CE2pqzQAM02ye7HI2YBZ1InPGIPoTkFcoVw/604BqS7w8xcB26GpnrFY9Ro8DkADS3VBTybgXRihNE9guJePmfLuQu7kGQOupIl4oxHyoqsfnCYVXEy+FlIPksEni0So+VGl1WKkDBOTeYhCEVpvDx2rt7s6eTMagb5qJbx0psYjDgB54PX1UUE++FkzTSKCiu2PzBYMNJ+oWPJdIHyLISX1Dh5Hgy+vJ3J0gFIFmMyTDVAmW+0B853FNZI26xoRpn9v6z7gnNO/FTEr4YquYe2WlUikWhstUD3cwpDNdOfQNA3d3d3o7u7Ghg0b4LouMpkMMpkMTp06hVKpVGMk2tXVBdd1UalU5o1sPM/Dn/zJn+Bf//VfMTIyglWrVuGtb30r/vAP/9D/zAsh8Md//Mf4/Oc/j4mJCezduxef/exnsXnz5nm5hkVJNgCNBThz5gx2797d8mS6INROYzrpYyujoedKNmpa59mzZ2d0HACAb/79j/Gvf/4N2AW7KmUNFmUtAyjTz0SxBC670xmEnNNCxCAEB0skoC3tp0Url6OdvyaNEBMJiiak/Bm2C98tOvDhQ7kMXrGlFU4ULGJC5It+uoXnJmlEdFeSFghdk/VnBmbb1TSJgsepq12T6i9XKs8C0Vn9LBe18DBdWujEA8RhO0SUiTg0xsAvXILW003mkrYDFovJXpk6eJxcGEwa48zH0o03Jb4tkKh9HQrq/SkUZf+TJBGpZGPxOIQlRQrShVrNfgFAxKl85IKS7XgcrCsJnpmAGM+A5yah9/ZAjKUpypHuBsKuUDOq+nyoTYLrQhTyZMETXM9t2SRqWdTIWq7IHq1qcymEoPdb1pr8CDYIFdEq2bjg4KWyVKXFqs7SlgUWly7dSjmpy2N702QN/DHalFKFwfCqN+9p/vgGEEIsiOtzu1Y1hmFg6dKlWLp0KYDa2T3nzp3Dxz/+cf+xY2NjWLNmzZyv8ROf+AQ++9nP4t5778XOnTvx9NNP421vexu6u7vxnve8B0BrY6LngkVXs8lmszh8+DDUnJvZFueDY50bfRCCkuPpRkPPJY3mui5c18Xo6GhLjgNHnhrC//n4N+GUnFo5cxACflqKbFUALRkDn5ikXansWwAzqTYxkYXIyqK+RrUekS9Iw84ohJrJUigCqS76t3Rkhpw5r8eigOqFsQygvw98dMy3yhelEphdgXClZQsAbdlSWrCCl+55Ml3WpM6jwjjHrcpt5T0Qtl31H2N1u1tZlGbxmNyVG77yi0Ujgf4WGcH5EY7nE1V9ncWHdAnwe3uCn1lNI0FAsQj09gCTk9JHjl6LtmY1XftYmqIRqR5kSkoNVBfi4HEF6PHRCLTeHniTBeqr4hwsFgdKRWrYjEVJSq7uXZ00WZRkVFlPFK4HWHS/eJ76hlgiTik006T76biUFpzG7geArKV5VSGD5wEe6DXGaO4QpFydFG+86g+nXDGCH3FJMDyfB+OCIj7XQTQZwa5X3Nj4WppANVsuRM1mLueon93zkY98BF/96lfx6KOP4vbbb8d1112HV7ziFXjnO9+JW265ZVbnePTRR/G6170OP/dzPwcAWL9+Pb7yla/gySefBED3aqYx0XNFZ9+FNiCEwPDwMJ588kl/9z8Xd9bpxjqPj4/j0UcfRSKRmHE09Gwjm4mJCQwODgIA7rjjjmmJJpfO49FvP4v//Tv/BKccMGds0I+BUpnUVRYtajRoK091ZsMA03QwRo17ApDWJZBSVNmjwxj1T2iyIGy7wNI+cM8FH70CPnqFnKHlTHq/sMI5yWEZg7ZsSbWZUPpk+UqxBs2LQghSejkuhOeBVyrg5TJ4pVKtxRg6qc+aiA6E606131dQu+S4UjJRUyRKZZJ35ws03mAiG1B9yWKBAJhpTV2U1aPyherx1SKrMXoPCgXwiRxEqSiVaoLSYf29lGq8OAJUyvJcjLrsDYMiP+WH5hK51vhYKSkyiAjU6+fZrC8e8FNOQOOoSwiKsJohKPF2PTqUdOUWjkObCTmMzk+jqnvAOWBZZGEk+5+YrHX5f2LRqlilhkyF36ArgGrdTj5WFEvkkF0sghfygGlhyx0b4Yn2/BLVRvFq1GxmC8YY9u7di3e9612IxWIYHx/H3/7t3yIejyOXy836uHv27MF9992H48ePAwAGBwfxyCOP4NWvfjWA1sZEzxWLIo3mOA4OHjyIiYkJ7Nq1C5FIBGfOnGmp3tIMjSZ+Bl0Htm/fjuuuu27aY8wmshFC4Ny5czh27BjWr1+PU6dOTftBPH9iBP/yZ/+B488OI305C/+bpxrv6pVkQtDiqYjYdREoZ1ehSQWTrz4KLEqqgdF1aAns7oIolmgHLujxWixefXwwDaPqN4ZBcmGHenBEMFqRsuYaB2Rp0+KTUvWG0b8NgxancoPencBjfd+yJmCGAZ7N0awfRYJq0dY0Ks4XilWJLWT3OkDpqVJp6kEjJkSxQAPoGPMJj3ke2b6oGoc0o1TjpL3LV6qvnzEwqe6qeT3ZwAKiUY8UU8IRdc8ZSFmn7GrkyACRL5AQYCJXG3UpVZgak92o7icgm2cF3SdXujZrrLo4exxIZygtmZ4IbCDoOYzBdwn3NwGaRhNXVcOm5wGulLabgdev5OXSTFVoADwBUahQz5UyM7VJnLJkXReeeOIJRCIR9Pf3T1tYV1gosulEqi6fzyORSCCZTOI1r3kNXvOa18zpeB/60IeQy+Wwbds2f1382Mc+hje96U0AWhsTPVdc9TRaNpvFwMAAEokE9u7dC8uy/IbOub6JQbIJyqebuQ5M9/xWEJRO33bbbUilUjh16lTTMJtzjn//6+/hwGMnkR/P0RdVSVKFNNuMBSxqBGgUMtPAInI+SbPF2XEgTNNXPrFohFJgnGo9Il+gCZiuS5LfiSwtPIZeFRsIgUY85hOXZYLFIjSEzUtScVtJiSsVUjwZui9KEIAvbZ5ySHkdDXfoQUQijesnulxAS2UoI0nhODVRkggs1KxSAbq7qDFVppLgukAyIT3I5OIZiwI9KZr8WS7VWP8LjUGLdPmjEPwripSBpf3yvalKgVmdGaVQtRXIlLIiQkbWNb4svFSmz4K8d8IktRaKJWqmlH+vHpvOyTRdEn7gPqmaSaHop1fJG006LtRHcI4LOHlK9XkuEYhKi4FBVMq1qV7PI+KJRmuaWJWqUKiZNqrWVSzKDQGnhuVgn5Lc6AjHQXcshZ/5mZ/x5cT1hfX+/v4pvSzquzvbDWuruBZMOL/61a/iS1/6Er785S9j586dGBgYwPve9z6sWrUKb3nLW+btPNPhqpKN4zh4+umnsX79elx//fX+h0IRjOu680I22WwW+/bta1s+3U4aLThITUmngyOdG+3ARs+O49ATJ+GUbUpHmIGUhesBwqYFKKA4Y9JHC5rme5I1tKQpV8CkIsmfM8IARCgiEYk4eCZLJCR41XcMqHpuyfz5FEmc/LcWi0HoOsToGLRUkhr8sjl/oJtXKpNqLJ6QpNPEgVpCFEtAfy9w6XLjxxlGYxmyQSlCkZkg9+eKlGk3SscpRZhpkj9buSKjEpeiB+UdpqgjatF1FUu+bLl6D0BjHOoXs4pN76GqraljBYmqLsITQJUIy2USbWis2mTKPWro7U6RcGBklIi1UCR/u0ScIgLuAZpRTXEKDvBqWlZwDyJdoOMySjUqBZxwvRqpeRBM+ZqZWvXzxjlFYTKt5k8zlSTKIlatCECmgYWmkS1OxQYvlqAtX0rp3oIja2PB94v+Zxo6dF3HkiVL/Gm4qrA+Pj6Oc+doLIFSdPX19fmbvE6TTSciG0U283XtH/jAB/ChD33Ir73ceOONOHPmDP78z/8cb3nLW1oaEz1XXFWyMU0TL37xi6fUZtQHZD5GBIyMjODChQvYuHEjNmzY0LZ8upU02pUrV7B//36sXLkS27Zt83c56lzNjnHl0gTKRRvcpoZN4bpU0BagRcPzyGrek0OtRGCXxpi0okGAGALf0mjE7xnxIUD1mQjZv7NimYweVb9DwPdLVCq0A5UW/j6UEabtUA/GpcskfzZ08AsjtABFI6QCi0Sk/b10BqhzS54CjYEVS8CyJSRjVgsXA+3ULYvqLpEovXZAuhOQ6zHiMbp/jtvcD47eEIqyshRNarEk2NJ+ivjSGXgqJWia1I9TknOBmqVsGhCjmMxD60qCF0vVZk0p5RWuW5tKDBxHOHIGj+BEhoYOra+XbGAA+vtEltJ9TKMoYjJPwg4hqg4GnNNgN9dt/JnXddkvK8dQs4CR53QbAnlsX7kI0P/VBkhK6slBXAMQ+OxrGh2hVIYwdKo1ahqQL0CLRuleeby6OVJEpel46scHsfGW9bjtrq3+66kvrCv7GNXLEomQM/j4+HhTx+b5QLPN5Fww35FNsVicEn0F17dWxkTPFVe9ZqM+EEE0qre0C9d1Yds2Ll68iNtuuw19fX1tH2OmawgObNu5c+eUQUeMsWmjo76VPTCilj9u2K9fWBaYFZPjc6vFdWZF/AI/AEp76HbV/iRwH/0IwF8URHXH6BGBsGgEImfTkK5kAshO+gsjLxShqXSdIjONCE4UCtVzuR5YPAbv0mVSuKW6yJAxmPf3bPItW9oHnCs3bgJVC1bFBqvYQDxOKTe1WJomWDIOFMs0hiCIiAX09oDpVCdALEbF7emgMd+VQDgOjZ92nNqBbLYtlXNi5nEF9cgXIOIxStXl8lUisczapsx6SCJEdpKim2RCzhfSKDWlaxCTBfj9UQrByaXKG45z6ktC4LOh04wj4XngKj2rnifl5YhGKLVaqk2RkcShCTQGxvSqmrFRs6/aOGgaEalKu9o2bRqUqzWXYgVVT3JsDA+ewd++917c+rIdeOHLd+LGF29DsqeqSmSM1fSyOI6DCxcuYHh4GMeOHYNt2+ju7vbrPfMZNXieN++jpufb8fkXfuEX8LGPfQxr167Fzp07sW/fPvz1X/81fvM3fxMA3b+ZxkTPFVedbBhjU8gGaG3MQDOoTn0hBDZt2jQrogEoMlJa/fpdgaoBFQoFf2BbI0wXHa1Y04/Nuzfj2YtjAEe1ez+YqpEz2oWmVeszqvFP0yAScV9B5FuGRGi08JQdqsqGBX6uaTTLhSUTEPEoNedxDoBD5PMQFZmSUakctdwkE2CeB2YatDiWyiQjDrhW194wh3avq1dAXBgJRC10PBaLUVFfXaonx1zLL7GIWOSIwBgtuhELmq6T/xsEULHBiy697ngULBGrSr7rYZo0xiAaAYvFiVCVb5rGIAol8PG030fEIhGgPA1B+Mc1amXdtk1OCZGIT2os1SX7m6aBZfkKNJIcSol0cLR2jQSbkTkqEBCCgKI2TQtECDL1pzY1Neo3clAAY9VUV8SqfuZ0jdJtdZ+f6vPlaS3ZSByJTI0umfyPdBPwN0mWPI/g1XEEamCeTBsLAJOXs/jJVx7DE98dwKYXrMHbP/FrWL1pORrBNE10d3cjEongjjvuQKlUwvj4ONLpNIaGhqDrek3KbS5k0akpnfMZ2XzmM5/BRz7yEbzrXe/C6OgoVq1ahXe84x34oz/6I/8xrYyJnguuOtk0w2wjm0uXLuHgwYNYu3YtJicn51S4CzaGBo+Ty+Wwb98+JJPJaZ2ngcb+aNXja3jje16JK+fGcObgOSoCK7dctRg7HmASsfCKDU1NWVSEo+tkxcIYLWS6DqEzWhzre0OEf1H0/0rFT52xvIxWlPW/jDRUKsxPTUn1EUolsHiU8vyq8bLePywISVZaNAq+bAktaKUy1VgiUTpGnQ+dAKWFBAM0xqCluqRTMBXPhZRZ80tXahylMWmBLV9KC3+xTl0m1XjMNKAlk9XIT4hqg2hXAno0QtNCXZJqz7gHZqCRy+p+WCa0ZJKusVjyowKhHBXsicbH0TTa4fv/VhGYR44Srpxro94vxqiWYtB00JrUFlAdOheJ0KjpTE4u5lV1ol+LUsQPEPmUK1TTi0QAnQHp7Ex3gTYfntU4jckFEJNpzqDs2qH5RcyKVIfLBT/jpllV4oGhlHFx6LGT+KcPfxV/9O+/1zRCCdZslH1M/ZC0s2fP4vDhw+jq6vKJp7u7u61141oQCHR1deFTn/oUPvWpTzV9TCtjoueCRUs27Y6GbjSATDVtzhbBxlCVk71w4QIOHz6M66+/vkbU0AwzDVDbfMNq/NcP/Bz+4u33UK2gvvYCyPkvJAUVlYo/hliRBgNkQVn+2yMpsq9+Ch5Po8UWxZI/xZPS9NVIQ/XXsCW9ELZD3lhc+aHJ4zgO+YGZ0vokmZg2108XJhczmVYi+axG9YeIBSTi1IcjlBmkA+gcel9fgBRAvT6mQSmpik1EE3wfbBviyhgVzTWNSIwLuocVG3A9aD09gRRjAMq12DRI7iwELST1UUs9IhGgKwFNysj9CLBIo5P9s1RsoDsFkUxUVXDBWxSPQ4yPw+OCmjrNPjDHrRbxM1mwriSlCeWmgBmGHB0g1W1Kmm0Y0sjToPdqPE2vS5G6rCM1SxEygKLmUuDx1VdWCyHovsViVGJz6kYTMEbvbypJ/nGFQOpXRmpadzfABESxDJ5O05mY7MVRjgLy71zYOPjoCRx69ARu2Lul4fU3U4E2GpKmOvgPHToEz/N837K+vj7EYrFpv+fz2Wej8Fyb0gksYrJpJ41WKpX8tFlwANlc6z7qA+Z5HjjnOHLkCEZGRnDLLbf4ipiZ0Mo1lHINejtqLwTC41Sw9zxaaHTZbGlIq3s120bVZkxyamaRCL3LvhqJ05ddLSBCkDcW57R71DQI04TWlYBgDHxsPDBADP6CBgDiyjgtfJksWCpJBfdgP08QUh0liiVyClaLJCiCEZN5sIgFbfVKiPEMqZMA6H2905CCTinDRLy6IIIWWQgAhZL0IbNowdI0IuFgXUOpytSip9ylLZN21PkCuJODtqQf4KXGO/ZEDOhKglUcXxkG2yYTzkbD27I5SpemkhAFKSCQYg6/HsYYUCiCl0qkKJQjJoRtgwkBtqSP6nKGDmE7JGWfzNfWWGzbT8myyQK5dyuXb12v1mhm2CQ0XGjrN0WM0T1gjAhT3UslZJHRN5qkzf2IWmNgyTiYQ6+J6niVqZ8BzwN3XNz37483JZtWIw7LsrBixQqsWLECQgjk83mk02lcuXIFJ06cQCQS8eXVjXp7OtVnE5LNPGO20zoVxsbGMDg4iOXLl2P79u01b/p8kI2u6yiVShgcHPTJrBV7cIWZIpsrF9L4l49+vTaqqVOGQddJDiv7JkSEahQolWoL+P6Fy9QDA0SpAuSbm1wKJhfnRAQs0k/eZjZJg3mhKNVBgfSMxiAHzNO/VZoqk6XFvFyh5szgNTFQj4/tUOOovB9CjQYwDPq7zPeLrEzXWJbvIdYQXMq1VWEZqDYU1oMxMEOHtnRJ9Zhq4SuVaUFrtAjKQrcolamJVbkjyAZRxKJ0JxSpSKIC0yCc5uk3pkYpRCJgy5ZA2DZFkNKxG6qozzn4ZB5aMkHpRGVqqqI8j/s2PZ5tT+27klY7vFyi0RFMh7ZieXXiq6aT4CI7OXNk2uCeKsJHPEozhUwTAJsaLdluNTqvH5OgaxSZA9W0bleS0m3lkny96sFB5aXA2WOXm17ebGxkGGPo6upCV1cX1q1bB8/zMDExgfHx8YammalUqiNptGKxiP7+/nk95tXGVSebZmhFCXbq1CkMDQ1hx44dWL16ddvHaBX79u3DihUrppBZK5iObK5cSON9P/tJTGbLpOqKqFy37hfzhU7+UYzTlwtMJ/+zWJQiEr+REtUvZKBYi0SCPK8KpapAQMGyyDVaCyxeXFSL08rWpW7xZoZZo3iSL5QGbhWLJOGWO1nVBCnyBapd1CmxhOP4bgm+UovLFJvRwr1mrFoAV/LdOghdp/qMH/0FUCxSX06DFJTqhhflMkSpSBJ0w6SBbKoBtT5yCbzXzNCB7i6Isk1NpPWwTHJv4B6RWTRC91bX5OgDl3YDlQrQlSSiQd1r4IKiPMuE1t8HfuHS1NfPOZgZpX4tjdExuJAEACJRxsituWXID1xXklSN42l/oquSzPuydGVQKu194EifOKmoY11dNJiv5tCMnK/LZfjjxas2FvL+mtM6SsyH47Ou6+jv7/cX/nrTTHWeiYkJJJPJeSumh2m0BcR0aTTbtrF//34Ui8VplWCapjUdLz0T1GRQz/OwYcMGbN26dVbHaUZ4ju3iL37nHuQnbVLwwKYGQcOoyl8rtu+6K0yDPLccp+qkHInQcyyp/FHpIwWVx2daddJn9cLIZgWo7hwl2fiLVywGj7Ha+pAm1XFSXVVfaGaGAV4sUn+QzOML15syYbMG6vhlm6I3XacIhYvmJpgACSqkOwHr6abjlCtTUjxaPN6QaATnPtGIushGpaD82T6uB8bUwDRrShrOh/q36peJmGBdSerYDy7mEQtY0gdvPFN1bYYURUTIlVtks9LGJ0IRaLO6gecBMKtu2FNUiHX2Q3QigitrVPEYzayZzkut5uYB/tgBBiIS26EaD5gvWWamSeRj0nvFBQCL1HkwNCLQ+rlOGgOKFdp8xZvI2A0DesTEuhvWNr3ETqS3GvX2DAwM+OQTi8V8efVcenuea1M6gUVANu2m0SYmJjAwMIDu7u4ZlWDtigwUXNfFgQMHkM1mEY1G5xTONopshBB48PuPY+jwJSj/N2aZEIzG7arxz6qOQPNeqP9EJBPQmAZYBo3nNYwpMlEasUwmm2IyT1/mpEGFeDUxUqUtgkSjoEwXDeq5oBQV7WSZbNCsIRp6UfQz+VrUIkGTKZv01ijoOkVBjgOWpRSeH6QVirRY139O5EwcPpaBmJQpIAafWP3PlUp3NSIG+dmY8lqCv1eEw3m1xlSRoxNkA2KNu7V0PyYlV5TEDBFZHC+Vq2kuy4IYT4Pli9T0qhRY0ulOM3Rg+TIo9ZwaXeC7EwQhIM0rS7UO0kL4jcJ+PQ+ofa+VlFqJDDy5OatvrKwHY9ImpwiwRM29FZUKtES8tt9KWhdpqSQQtWhjodJwKsoBSHDiekRahQIJT4Cq9Y8ftZvo37Acd//aHY2vD52fZaN6ewBgx44diEQifsrt2LFjqFQq6Onp8VNuyWRyRkGRwnxLnxcDrjrZNIMaoKYghMDZs2dx/PhxbNq0CevXr29JCdYu2UxOTmLfvn2IxWLYs2cPnnrqqXkboAZUiezZnxwG56JmJ8pMo2q4WLZpOqbtUOYkkaAZJxFJSvmCVD1RAZxFI76FCABZyPdoB+25QDQKxuIQliuJaLr8vPCPwQyDmiQrVcIQ9dGGin7k7zTL8oeEoVwh+32lCKtHsKfIdcE9TzYV6lJq7UHkJun16TqlZgBKLZXKMs0iqouaupZWdpQqTTddupZzIr/gouU4tdGIafruBeAeRCZXu1t3XABy+qQr/dmkAMKvbRhykdV1GpQWLIh7nD4PSoZc12wJzwPkhM2a62SMSE02ptLFYurmQvVkmRZ9TnSdfu04dC6fCCU0DehKkjt0NksLuj88j9JfUI7hwUhLWSJZFo06l+8vE5rvxydKZaBsVzcutgMRjZLQRUXHkQgSy3vxxv/xGmy/pfmsl4UYnKbOo+s6TNP059QIIVAqlXw7neHh4bZ6e0KBwAJCFeYBWqAPHjyITCaDXbt2obe3t+VjtEMUqkdn/fr12LRpky8QmMtMmyDhFQoFPHT/YzhzNINTg2laWD1KmTHlcgv4w8+Uk7K2dIkkIQdgGvjl0RrPLWHbEHYFWqob4AG/NCH7TBgjH6oC+Wxpy5fSjle5MqMuulGTJwslMFWTiMWrnmmgYjsYk704NKLZNwv13GqDphDk37VsCcToWJVwGP3HV9gF0mzakj6qMSnxAec+sVZvLIMwDTBbm9ojgkAJi5PBY9N5NJbZ2OlZQYoIghsbX2ml5NuOA2QdiEl537qSQDxKYxykyIJZZIjJmqSGmVQWQkUh9dcqBG0aZE0n6HQwnVsCA322eKXijzSoISQ5/0iUK+Dj49WNTyQiB+bFqu+tfD40QOSLUv0GSuXqOnzrm1IZTNoW+e7Q6rOlBCeOQz56jGqLLBajep/jQIvGwJIJqbLUoavbIMdmRHSB175lD37m1Tc0f9+wMGTDOYcQYkq6LNjbc91119X09pw7dw6HDx9GMpn0U271vT3z3Wdz4cIF/P7v/z6+//3vo1gsYtOmTbjnnnuwa9cuALSZ7+SUTmARkE2z6EQRRT6fx759+xCJRLBnzx5E6vO706DVNFqjHp3665gtFFmNjo7ikQeexOPfO4czTw2jOJKuznFhjIrD8bhvg692kyweB+Ix8Euj0FcsBc9OEtEEFWKyIZH8zCK0k65U6IsvmxJREn5qjEWj4MUM9bioKKdOOSbKFbK/V4u4dCcWuk4FctuRi2oMYmICIi1lz5EItGSC0m2KICo2kVZXF0VtkohYPAbm0ZdVjUkGQOOV1e46WBOCJBFNA5b0ASOj0/eIALRAVSq1Y6HVY0wDor+XBsc1I4FYtGp5L6Y6ScN1IVSNSfUKRSK0IQj00YgCaEJqsw9KEI1SfoB8n1AVZjBGkd1MLQKcQ2Qm6H6aJrTenqpvnmlClCvkRac80uSobQhBBqTLl4KPjcs5QIHrUuIPZX8Uj0NT9SyVItOlH1qlgZBCshDZ4oBqOeUKWexoGtXvgtk/1wOLmOhf24e7X//CGW/jQpENgBnP00pvT09PD65cuYJly5Yhn8/PW80mk8lg7969eOlLX4rvf//7WLp0KU6cOFGzae/0lE5gEZBNMxiGgWKxiMceewzr1q3D5s2bW853KrSSRqtUKhgYGIDjOA0nds5lgBpAZKrC6ItHyjiz7zyKl8bp+6MWSu7J+e8e/Txq0RdYRjtiPEOS5LEMIBVRpIytLsQA1R4YQzUyqlSqX+pgKkPuUnkuV50UKb8sQnAaMKbqNoGIgQHSOr5EUtdkHPz8pVqvrzL10WhL+uXUR7nICAFmO0RwakSw6tFp8EX1u/brCQKg68/mGj5vyoOFoAmk6QxgRcAMSWKMVF6iUgFbthTi8uWp9YlIRNZaSlB2Lg2dpFWtDACLWOD5vO+qHNwQtPbpnSpkqP5Kvs9lORZB9VrNeEhWFTQ4DvhEFnpPN7htg2XlpMxoFJppUD9X8LmCRBpCiiSmbHIY5LjuqIxEtOrvXBeATlG5afgzhpSQg2mar6gUFVLjQTWhyvsN265GcboOgMN1OFK9TWyRAuiEQWajcwAzk0096nt7CoUC0uk0Pv/5z+MrX/kKXNfFpz71KYyNjeFlL3sZenp6Zn2Nn/jEJ7BmzRrcc889/s82bNjg/30hpnQCWDyTOoPgnOPSpUsoFAq46aabsGXLlraJBpg5KslkMnj00UcRjUY7MhracRyMjY0hn89j9wt348jT5+Fk84Dg1POhM7keab4KjUlrEi3VBa2vlxRejltVZvmLEaOFOwBm6v7ulVmRqn1MXUOcqFRoTrzjgOcL4BNZ8MwEeDpDg7jkghOcvEgnYH7thSUSJGe2A/JoeV0Qgsb6RprkpHWd6jiy6bIRZny3p+vmVwdIJOhPpUJzX3QGEbEgLNMnXxaJ0KUvX0b9OlrgfpkGjSaOxymKmCaCEFNGP9RFJ2rBnwnGNI8xdGlsysFWLgNbsQyItRDpx4JiEOaPmKbx2zTgjNm2/75PeW3ZSWhJOV5a1QVVvxHTSCRhBGpvDFUXBtejxlXXlTJlATGRo8ZUjT7DRC6gz75p0HMrNkQuR6lIx6FNS6UCkSsge360puTUDAsR2XieB2W4O1swxpBMJrF27Vr87d/+LYaGhqBpGlKpFD7ykY9gyZIl+OQnPznr43/rW9/Crl278IY3vAHLli3DLbfcgs9//vP+7xdiSiewCCKbehJRbgCO4yAWi9WktNpFM7IRQuDMmTM4ceIEtmzZgrVr1zYls9lGNvl8Hs8++ywAYNmyZUgkkyhki6Qcq7kYdQ9klSEeg6bpVbPCukVV7fZVVEOTIwW05csAQwPPTlKTnvQ105IJsqQPLpS2A2GBdu0F6h9Ry7s2U5pSqb4MQ3qZsamLKkCqqS56PVUjSI2USLEYdYg3GaTW0DG40XXUN78GwJb2k9DqwiV/Toy2ZhV4oQhxZTwwitqA1t0NppROFlkBCcehe6PrNGdI16d4t025HosabLV4jO55PUyz2rvUCLIZFNL5uyadZplEDhNZsp5hGkmpdZ0e20ziH7Fq3x8F5TUmIxeu/q7rtMEJPsd1gMk8NVoWS/RvAf+xU5R8sjmXj41Lg006rpaIU4NpvkD9NVaEiMqWY7Fdj37meiQdn/LWUirYyRZw8eQI1mxdVf+AGixUGm2+5dWRSASe5+HjH/84Vq1ahfPnz8/alBgATp8+jc9+9rN4//vfjw9/+MN46qmn8J73vAeWZeEtb3nLgkzpBBYB2QSh5sKsWLECy5cvx6FDh+Z0vEZk47ouDh06hHQ63ZLYYDY1m5GRERw4cADr1q2DpmkoFovQdQ19vVFMXooAKNDOTDeoiC+/uOjqogKyJJCapsoGvRN+QX1pHwCNpkn6i69HNibRKFh3ihYpCZ4vUF7e86qTL9UxpwX1tAjGqCjOAimT+mK2rtEkUI9TE6ryznI8gBenV4vpLZCNOY1VfywKYVngw2d9ktVXLqPaxMho7WNdFzydhrZ0aTXakU2m/qhqXQccBq2/l96XQrHqL6ZgWfQ6gep4h+B9kb08/ujrequXZFxGYTYp/3KTVVFD4I+IWDS+IDNBir24HEqXiFMdTZ3T0IF4HOAejU9QkL9XzatT+p9Ujc+yqlY2VoRSshWbtiRmdXwFAyAclzY4sZhMUwqav+PIaIbJ+5zNQevpoYhdSZ5lmotN5sFKZSLHcnnq5x2QtRsBwQW+9vnv4hVvucMvsDeqK3SCCOrRCfeAfJ6UikqNNtP4+pnAOceuXbvw8Y9/HABwyy234ODBg/iHf/iHBZvSCSwSsmk0Fyabzc6JzYEqUSg1UaFQwL59+2CaZstig3bSaEIInDhxAmfOnMGNN96IFStWYGhoCFwOm3rpL9yMr5zPwHNT8HSTah+qQN6TIqmz6u4uFqdd/BlAeXTTAIvF4F0coeep4iwgc+NlavaTqi8fQSdj9Xhdhz9LpOELBO1IuYCYLNC0xWxOvfgaUmQRmZJyOUSpugiqcwrTpJRJI+8wTQcww3sfjxLZqAVRLZ5CUO6/WKpGhZZFRfsrFwM3MFB3kM4HMAzq7TBNsO4UjYO+Mk4Lv1r8ZIEdmladq8OY7AVSvSletckx2CjqONR8quz3NU3K3U1f5IGIBURM6h8qFKAI3iecQoFeD2MQcCiKyhfAoi4p+2RRnkWj8CbzQDpTfb3qWiwLTARUdVPeZ+XELMcFSM88aHJSbB0YY3SveREiHqPrVoamvvBERlDFInSrm37GqYYEyyQDUyEoBalqNHUKQ//ahMCxJy5jxbozWHb9GPQ4EI/Hff+y7u5u/3u7EGm0TphwAvA9HueKlStXYseOHTU/2759O77+9a8DwIJM6fz/2HvvOMmu6k78e1+onDpPzlHSaPKMRiKDEUkIEMEYMOCw6zUycbEX7LVxWBuvdw34hwF7TTB4jb2YYAuMsECSAQmFmenJOefururuylUv3Pv749z73qvU093TPdPCnM9HCHVXv3rv1at77jnnG4A5kGwsy8Lu3btRq9Ua1ABmQmpGPQRCCAwPD+PgwYNYtGgR1qxZM+mHcLIqBLZtY//+/ahUKti1a5e3Kwm24V7683dj8CenMPj0eYIBK9Vl0wQgwEsVko+xLdqtGqHOO3wmpVmScVkFWS2zGVX9CMuGcGx6jWk2SoM0hKCFfqL7HgrTzrNWo0WtK+0z49WCaEhfmFoNrGnhCNwwn4nffI22TTv1SqU18ekazXuKEunlur7idMVHlTXMVxRBUdloN98jNcxWpE3uQutKg+fGCJHXdG58dBRaTw8lG9V2MnTfPbRUBotEIDTdOx8WMsGSSQ/UIACgWoWoCslrkRVAsUQgkEQCQu5wvc9VJexQyE90nAORMJFI0ynADIHn86TwLBDwh1HJ0qDFW9cluqzpPqjgHLxWh5ZJ0+co0Bn1plqr3KVkqDYQzfeZaR5hGQrpL0DJJWRSkpdQ/Ya/C76PbNvmxmr41t88i65MGC9/YAvWPrAO+cI4jh49Ctu20dXVhWq1Ctu2W6DrMxmzaQk9U4nynnvuwfHjxxt+duLECSxduhTAzXHpBOZAsjEMA5lMBsuXL29AjhiGAc75De1O1ENw/PhxXLp0yas2pnqM61U2xWIRe/fubetvE/z7WDICGwZVNJKFztSufDRP/99RbpGyTabIfu0iEoaoSsuB64WUfGcTfTFc7jHdReCag19T4To+LLZeJ+CCctXkXHIzYrRjbyOh3xAKPm07dN2AFBslAmQDms0w5EwD5HwZWCgVX0MzTWrbVapgqaREOsn34dxXFg6GWmB1SgxEYo3QLlu2Hj3JmuCCVSoTVF0RSiWiT4zlibhp2/Q7w/D8YVCrkeKDLpNTTxeEEOBFBbSQEHhHp8qiK02ADZXEFUnTqntJXVSrhCjsygCmQejApgoWhg6WSgFlaT4XMonPEzRxa9e2sm3w0TFo3V2+Sni7li79gv4plmkup47ZkCw4oJsQ3AWDgQYzPzm7FMHDqd+pzYJ6JKMRgAMCHKN5Cw996Qn0zMvgRW++qwHZNT4+jtOnT+PSpUteu62davONxGy10WbSSfQDH/gA7r77bvzxH/8x3vzmN+OZZ57BX//1X+Ov//qvAdB9n22XTmAOJBtd17FmzRofxhv4OXBjH6aqKEZGRhqqjame30QVliKCLl++HCtXrmx5QIIKApxzXD4rjb7kRjb4esYYKS6rnzkOfbEMs4GhTZLtJkS+ROS5eIySRNBQK8DF8MoDTUqrTJQ8q7WGdlcwhEwwHFKSJhymXT2XKCa1IMv23XVDLtSkEk0JU+g6WIjY56JU9lthSjKnGRAQDvnePOkUUKmCF4rQk6S4AOn7IsYLVK1c7TAP0BgYJ/kfYdkQV4ZoEZctLCGEv4jLe+jdI6V9Vq0RzKPNDEzoBs1Y1PWFQ+QVdFkmB/kxCcakpYBU+g6HqUpT1YPreIALqnBIgkjLpOGO5Hzju2Cb0JFM/VCIjtGV9t1Z2wEZ1Lkz5hFumeFzv9p+lEGIveUEFBEkPJuTmCYLmTSrBNCQWRio+vaSmfyCCOG3h00DSMYATScHVPksVGouvveVJ/H8B3ZA1zUkEgkkEglcvXoVK1asgKZpDarN6XTaa7lNRUKmXcxGG22mpWq2b9+Ob37zm/jIRz6CP/iDP8Dy5cvxyU9+Em9729u818y2SycwB5JNpwgmm4n0zzqF0lADgDvvvHPa0g+d0Gicc5w4cQKXLl1qIYJ2+nvHcmGVqrRWaLpfIQDel4xaHAGGeLVGO3LT8BcAxmhmouYUo+PQUglwJdwJNLRcIC0DvBbXRG3BDolICEHWzQGTNqXZJTgHxguNg+/J7B4bevqB/jxjlECiEaBe6NzWkwx3Vqt7unIsEYcoFMGHyWtHVUe8UKTXZtItvjssHPbafSwaoVZmoL3G84XGlhPgEzmjEU9WB4bhWQcEgyXiDaRVIVtB/Npw4NpUthHg4+PQenvAHRdaJk0dqmyuacMhTdAUubNeB6vVvXmOd56uS1WjZVO7MRImOwiAwAYdTNwa+DK2A2E0Pa/q+Oo5C36OrgumGxBMk4hDmTwMQwqtan6iYfD10Co1v6JpJ2MeNsGY3sKHEgIYuTIGu2ZDj/tVvuLZdHV1efqGQQmZ8+fP37A99Gx52cRisRlt/b3mNa/Ba17zmo6/n22XTmAOJxtN06YFOxZC4NKlSzh27BhWrVqF06dP39CH1q6NZlkW9u3bB8uyOvJzmv9eCIF//F/fRm20QNLyNUutrC0JB4bpSb8oIp6XRHQdSMal3W+gghkveM6MkLpkot2XQCWcdv13BiAabbVSBsDiceLNBO+ly2mgWyw1yvQLAWbo1+fKxOMS3iqrMY0UDUShBFGrQevvhYhGaKG0LX/9YRolomQcGC/S5xsOA6UKRFcG2rIM4HJqr0n1ZS2TpoW9UqXXBq0R1DVFIzRkD4ZhQEun4A6PNP5c8Wqk0nHHiIQlAADe2skY6L5ZTTMk9Xm6Uj+tVgOkGoPW10vPgCROeolKzeWyY+1JrkopgHP6nKQmG0ImdKZBpFJAKknoMS4keiyQaOQ9EsUStepqdWqHCXlJnb5bDEREFkp5nEGLhEl7TVXfDPQ81y2qYoPfMy/hyINJTbXWzRADbBt6OAo91Pi8t2vBR6NRLFy4EAsXLmxrD628anp6epBMJq/bVZktS+ifNl00YI4kGxbgjQRjKm6dAH3wR44cwcjICLZs2YKenh6cP3/+hrTNmtto+Xweg4ODSKfT2LJly3X7v6qNdu7IJTz+jWfhVmvggpGqr7K6FXJSqm6B45AWmfICoQPJNkKcSJVyxtCAAOPcN/OC6kIE7qvaASfi1LcP7pRNk/S8iuXWHayutTdpA6h9VSeSYHD3L8oVWpzaJC4AxBVxbPBqCcoLR1krCMchFWyAhvGJJJBKeTtoweh9xei417JSCUdLJ8GLJYghPzkIeT5adxeJfFp263UAfqJp/p1hEDKr3lgRkqJyBFwpNQD0uUgVawA+DDo4uggoDnQMhRSTwAXGGLVKTYMAGcm4d+87Az7k2xo6uMv9NphSslbnGQ6BdXdB5MbQsPkJwqSFAC8UoaVT3vmxZgh3m3dn0QhEoSj/hJOwpupUBNqHzcdp+AR0jZJu81uZVKVrnGP19pUwzak5aDZLyNTrdU9C5sCBAxBCNFQ9NwterWY2P20xJ5JNp5gKIq1SqWDfvn1gjOHuu+/2HoypJqzmCFZXly9fxpEjR7By5UosX758UhWTSjYHnjiJ4liFFqy6DRFvKpODXyTXpd68GpRzTurDUpOMZ3PQIq1aXwBIEiTYr2/X+qhIKXpdQoIScTI2y455i5GXiCTklQ7e5nplJdNsigbOKeGkU3LuIvvuugFEwxCFIknIAIRCMk0IXSNRSQYIV/NaajyfB7OkZH84TInPNOheyoUMAJCI07kEeSWBxYzn89B6emgRt5o2INdb/A3TR7N5N1Le38Dz5cGJlWNoAEXmhSXnS8H5WfNnpNCFXgXGCEFWrhDaTW4QmBnyq95OIQDYtg/64ByaaqsyBtRtUoSwLHLbDFba4ZB/fTY9eyxBlfWEz78auxgGhGrVua5ULpDna5rQJCig7ZEUYMBxwfJFSlLRiC9zU64A9ToWblmJ1/7KC1r+fKrgonA4jPnz52P+/PkQQqBYLCKXy+Hq1as4fvw4YrFYg1eNWhvm+sxmrsScTjaTFdJUZND58+dj3bp1DQ/Yjao2q4R35MgRXL16FZs3b0Zvb++U/75csuAqCX2AvsARyRUJMuE1jb7gykfGtv12mOuSdbCQPiXJuJzB2ITwYbocIPuDXLVgew0J1e93HHLwFAKsbkkkHBmisXQaiogHNRgG2lc2ajFts8MVtRqEZUmpEx28WqHFc9hqfL1tQ4TDBOcNJrtKFSyVos8zOItwXMA0yH0zFIIYyVInLmSCV6pSX4ugyMK2JfQXvi5cJOKh87xo94wEE3W7DYuug7cDQigLBgU7bp4D6AaQL1I1kc213juFUgyHqVXpOoAtIPJFgktzDi0cpsVXtVmvF4buJ9g2CzBzXOjJFEQkKu26DcB2wOJRMN2Ae/UatdA0JmHXjGR8Jvp+MllZ6zptaNSMCaBqmTH6N2///DQAVQSRYpVXDiwL0Z4ktr11F+594zas2dBIfBRC3BCSlTGGVCqFVCqF5cuXw7ZtjI2NIZfLNcCrHcdBLBabUXj1z9posxgTKT9PVJXcDGto13VRq9UwNjaGXbt2TZlopSqblRuXwAibsAuEKmIatTJEEI6rBCodh9ja4TCx9as1CMcm62BdBzST2OyODT6SlcmFkEwsEffaYEIlATXEVVVKLAIxOu4nJEHS8Ko64cUiDcmlZpUHQQ7uhlVEIrTD7BRcmr/V6hMDE6Q2HAB6z5AJXq5Ck23DllCkwXCIUGf1OnFIDANIp4gbomnQpLkVz43KeYiEQCcTXjL3ol73FRWCcxTHaQEIAPK+dEDdCc691luDojWo1SZUMjXNANqMzOmUugIDterE6LivRSY/M+661MaaDOw9EgYKgXuv9M00pWcGr7JmpkmbGCZtousWhCkoMQ6N+PdGl3YDnLdPFAApbhdLfrJXUH7DoOcrEgLyRfnWAr50k3cX4QELHMdDUvJqFeFMCn/5+EeRTEfbrh+qfTxT8xTTNNHf34/+/v4GePWFCxeQz+cxNjY2Y/DqnyWbWxATVTa2bePAgQMolUrYuXMnUqlU29fdSBttfHwchw4dAgDcdddd0yqXVbLZ+LzVWHXXWhx+eDdE3fKqFdWLF4xBlMsQeZpx6ImEB/sU9Xpjm0G+ng9LWXiPhyCoxdKVIUisoZMsTTjkaW2RFXLdT3ByUCschyoCxU4P3DPWlQZXYoyGP/BVDHjRnQGuDnVedFRV0inZyESj9fb4CtRKkLEsSX5tW3hUQbBUAtDT5Nlz6bKXnARA9yOdhpZJgxeKRNiUO2MYhtdaYrpGydwiRrt3jYxBhCUvRQEBNA0sEm712Gn84ClRuC60YolQa2pWIedLTFoXdLJJAGQeaHffuAtwbWIvHnVvwyEfTCAXX14ugyUSZFwWfLoMHaS7Nk7oPhYGDEGK0PMHqLJ2JXHWIkFXcg9Vs0WZHBJxqpI1jdB3kE6n4RDxwsIhCFV52rZCG9D9CH7PGEicVMr3MUOHqNZg2y6+8PHv4hfe+1L0L8i03p5JSv9PJ5RwZiKRQKFQQDweRzKZxOjoKE6dOoVarYZ0Ou0ln6nCq3+WbG5BdKpKCoUCBgcHkUgkcPfdd08IjZ5uG+3ixYs4duwYli5dirNnz067L6tpGoQQCIUN/Mp/fx0+V7Nw6seHYcuvoJDmVTw76nFcvOQhBBlRBXaeAMCiYWmExhvhw7Iq4rUa9GSiUQ7ephkQC4d9PgwLuCpWa/Q72ZbxbIoZA7KjQCYNXiz60FWXe6gklkoCvT0Q2Wzj7AmgRaVUBuuXaCqPxQ9vgWGJBHnkAH7ryrIp4QDo3NSXv5bAAT403LYKEvk82MAAWERCwLlL5yWCSZwR/yQ7RkRJnTTHhMvBhIAWCtMGQYI6WE8Xuah28sExTRqMaxq1CEvl1kuY6JliEn1l29AWLwTPjXrwbCEENMOg+ZTSMpPH80Q0QyZprYUMiKGRVvCDywkCHo/53jYMQF1WUiETWjLpv56TDJC+cB4h86p1apM6DrXT4lFoTCM0JAR4oQBUatDiMbpPXEC4KrEIEvUcycp2prxmJYAK+Lps4bCvgCAYJUMJx37m0SPgQuC9f/R6GGbjvZyu9P9Ug3MO0zTR29vrtdcrlYoHNAg6dKrkcz0qR7lcbhHF/GmIOZ9smqsSNaRfsWIFVqxYcd0dw1TbaJxzHDlyBENDQ9iyZQtisRjOnDkz7Z6sSlKccyxfOw+/9blfxD989iHs/fZR5IZr4KYhrXBrtPgE+A0CUEMXBS3zD6y4Bs3npOvQwpGGhOL9nRJGNA2wFEmnsFCIFohanRZsy2rswwvSyUJulDS1OAegkGOMzLIYo+qpr4fmCsF5SN0iS+vcGF1fLOr7ycssqkUCEvjBsB1aaNq17wDfo6VWgwiFWwf4gSC/lAhVTqoiUpL9gI/46k4TcXU4K7lOgi7FdaB1dRG6znGAsQLYQB/EtWHiHqnqTQgwIcCV7XOgAmJdGUrWnlqC1nnmYZpUNfAwEAlDnz8AcXWYji8RYqLehAZTiScc9ivUkVEw9fy0i0rVf86YbLNGI40JSICSeN0GIiHo3d10H1R7UNeJK8MpyTDbIRtrIe9d03eYxWXbU0oeAfCh/JxTVW0a9Nzomr8J05hv4yA4nEodh545i+MHLuH2rUsb3kNtMGdLpkZFO+hzO4dOxes5fPhwA7w6lUq1nONMu3TOlZgTfjadHohgG41zjsOHD+PYsWPYtGlTW7Z+u5hKsqnVanj66adRKBRw9913o6enpyFZTCfUg8g5RzabxeD+PXjxG7fhj7/+ISxb1U8LQq1OX+jAQyvqdbk4t86IRLVOO1egYbFhjHTWWMPiLBoXGrW4RvwFiUn59waWvILuRiKk1NvXC32gF1p/L1hXBlo6Db0rQ/wbXZfHSEDr66XjBkEDEjqtaTqYAJEow+Qrz0JhknfpECIwp2i6sRCyqhN1q/1rGg4kPO0yHwwQqAg1QJSrEJoOPpT1EXTqZRbZGLNIGMLQpZ10DfqyxaSqXalCjI5B5AsQtkMtwXisAS7Nx8YhKmVptUDIOm+xDQZj1LYD6BlQVsqq+lOfU7trltUOqjWIQsEj/k5wYyA0jXTbpPMqUwz/porag2OrWaNXJbmUiHQNencXIRClL5CwbdluNamlGwrR36vWmab7EkWGIdt4DEgmqXIel9p0mgbEYwTIMHQp/Mlh1WycPnCx5aoUJPlmJJvJwKtXrVqFHTt24J577sHChQtRqVSwf/9+/OhHP8KhQ4dw5coV1OT8b7baaB//+MehpGlU1Go1vOc97/HUFB544AEMDQ3N+HsDz4HKRg3oBwcHIYSY8pB+sslmbGwMg4OD6Ovrw2233eY9QEElg+nObADg/PnzOHfuXAOQYdWGhThzJitNpRqDWza0lE5th+YdcKkM1p0hEzDL9tBXTNPguZ0JAC09LRUMmkfgk/DacKhx0M8YtJ5uLyEBABwuVaYla952IUz64otCgeCwhkHKxmNy1hSRREm10285FQaUyxAsQVImzRGLUrUUDknBUhAiynUgRopgfd0QlRq9p0RQtb3iwLwCTHoF5Qv+3EUIqs4c2RpjaKykVAWVTkFLpeg+mAZEuQJ+JeD5wTnN3mwLWnc3mBkCHx+nSiUe80mWuk5/z5K0c1dzGanNxoItUM4BoRH3qCzPPygP0xyu66O9Jkjk8mZAVCoQkTA8F02Deb9rH4EkrN5eCA8lCNOEvnC+twkQdQssKKrqzXLk36m30RjgyvteKoNLm3MmfXBEoSjBDQLCIAQnFeptvj83QfFZvc9U1oVmeHWhUMDo6CiuXLmC//2//ze+//3vo1wuY9OmTajX65NSpp9MPPvss/irv/or3HnnnQ0//8AHPoDvfOc7+NrXvoZ0Oo0HH3wQb3jDG/DEE0/MyPsGY84nm3w+jyeffLIlCUzlGPUJDKuEELhw4QJOnDiBtWvXYvHixQ27IfXAThfRpiqiixcvYvv27Z69a6VYw77Hj9F8IBohBrUa4gqpI2UacMfHiROhaYHetQBGx8GiUWqB1S2ZaOgL6EFvlaZUMOkY0v/EvwMgxI9JC528V1oi0UhI9BYKyeMxdAhNI2XkgL6WADwZfpHLQUunqHK7XtSlI6PGqD0jkyeLhGjQnxvzCaqKAOq6EOEQWR1kR0ni5WrrrozmFcxXXOYucHXUv5eqCrRsmi9EpMup67SCACTJUrguQa1zo4E3Yv75WbY0QTOhL1sMoetkV5AbpeswTWjJhET8cUqWwWMEPyEhgEKJFluFIFTVo+u2mtCpZBQkcsrno2Gnr34WjdB1wyLLcaXIDDR+9qotawUkaBpPlF6m4N66Tn8SjVAyy43R68pVoDsT0E/T6VDSipwIxDQTFNUabTiGs5TINB1wZbJiDCEduG3b8pZ7drOSzY0oCDDGkE6nkU6nsXz5cixduhR33HEHfvd3fxef//zn8ZnPfAYveclL8Pa3vx1vectbpn2OpVIJb3vb2/B//s//wR/90R95P8/n8/j85z+Pv//7v8dLXvISAMAXv/hFrF+/Hk899RTuuuuuab9nu5izbTQhhNfrXL16NTZs2DCtymKiysZ1XRw8eBBnzpzBtm3b2jp2KsvX6bTRqtUqnn76aQDAxo0bG3zE89kiCmMlqg6qdVIQNnRosSj07m5ofT3yJMliGYZOA99EHMikgXQKDIAG5u/45Zfdayt5/8g3VRL4+aI/VOYCgAATHMikpA6bSV/0UhnCtsnCIBgK7lqr+4lGVQ6MEcCgUoWWzvhJ8nqhzOKq0jisXIEwDcBxySisOwNhWTSUrtc9lWk+OgaA2jVivACWTvrzE8XPCYW8FpQwDGA0TzMP2/aPV6uREoAQ1O5Lp6DNnwd92RKq+gBq3QVImITsa2NbIENYJC8jTBP80pVGXxypqAzXIfMxVdm0q1RkoqFiy7fqZhIqzZp4PCwaoSSpa3Qd/X3QFsyDtnAe2TPoGkQsCm7q4NwlgEUoBGaYENUqVdNq4xI8nZAhEY8lNFuSN1y3Qy1IJgSZ5TkOzbVUG9B1gfE8tFTS53E5TsMmSSkxQKoOAGgkG+uE9gvZNuav6Gs5h5uZbGaK1NnX14d3vetd6Ovrw9/93d/hqaeewgtf+EKMjY3d0HHf85734NWvfnWD7TMA7NmzB7ZtN/x83bp1WLJkyYzaQauYk5WN4zg4ePAg8vk80uk0Fi9ePO1jdUo21WoVg4OD0DQNu3btmlDddDpcndHRUezbtw/9/f2oVqstuPtIPAwjbIKV67Q4mwa1Z9SCLRdzFg3TQlgqSfQSo8QgxRzVotMQpknsfaWwK1tCwrZocJtMEGSWc1pAXU4DX8uixQuQ7RfXM7cSQclzVWAoAccgNFkNeatVaNGIP2S+Xhg6IezU3MmygJEcuOS4CJeD9ff6XA8VjgOM52XbSc6zhPBsATwWf7lClRAndBlct9HzBqDzllwbppJIJAx9/ny4Z89RS0dxU2ypyN2plSXvBQsRGq8lKSm+TLFE1V+pDJYxfNCDfJ3QQAZ4E9w6pusQ6jx0HaJWg97b24hGtGimQkZ6IfDzlxqIrLxcIf04+eyQSnTYn70wkApApeapWrSQQ02puacsMtR80BWAQYKnXqXouIBdkTBn5h+PMYKhGwZtZhjN7Zi0UwAkIEHq5VVCGi4cvYJVm1oBAnOxjTaZKJVKSKVS2LBhAzZs2HBDx/qHf/gH7N27F88++2zL765du4ZQKNSwCQZm3g5axZxLNqVSCYODg4hEIli1atUNX3S7RJHL5bBv3z7MmzcP69evv+5DOVVB0AsXLuD48eNYu3YtlixZgmw22/L36d4EVm5ZjoOPHYZrmtDUUFaeCwPIECsSljt8gogyQwdjmr8zD5ABmfe3AiIaod2y2hVqjBJPV5q4CvUaqQZrEkpqWa0LWixKely2TX19IXzeDtf8RbY52amFTy1moZDvh9IpTMOrxLwFX6kpSMVhVq0BqaTcfctEYRgQNjlWolZv79djSemXWFQy8EVr60lF8Lxd2YoydFJVEMKvcgBysEwlyWBNJYhg4mGgHbhqIwbvk3qtPA9Rr4OP56kCCG5MJqMOAPhDc9eFlsk0JhoVrhzwGwZBjwtF/zyEINtmJfhZq4Mr7TN1T+SsSeMC0OFfMwNVw3ULolACutJUGdsWyenQFaKhTJKADWYS0KJBEikapXvmOvR8BgEdGgNT8k0aQ7VUweOPPIm6WfKgxaFQaFYEMtvFbLzPTMnVXLx4Ee973/vwyCOPzKhVwHRjTiQbtWNW3jBLly7F6tWrMTw8PCNuneoYQgicO3cOp06dwvr16yft7T1Zro6CTQ8PD2Pr1q3o7u7u+PeapuGNv3EvLhy/itHRatNCJYemoRBQLEsYqt9zF47TQvTzfOMNglKzRIIUnDXVdAEtYrpGhlyhELluuq6vBByMRBxIJWgGEkgUAgBLJmgXHI34raGmHTtCIY+j4snDdGqndWXAm1sFIRPo6yXnx3wBwnEhTBNaPAam67J9RvMYUSpRyyceo91w8JlhjM4zEQe/cpXgtO51ZkiyQgBAx9Ulgi6wgDPDgMiXyJa5VqcWYDDRRCI0b6hbjbypNolZWHKQXqt5REgFfdei0YnPVYXhgyPIH6jNewG+mVo0Qux+dY/oBBvg4wz0XAmpOMCiUQgGAkBITg8lI+kto2tknMc5HTsA6ADQOruLRDyAi1L8RjRCmyBZxZBfkpw5hUxZNVGiAQBD17F5552IRCINys2hUMhTW59Nl04hxIxWNkqdYCbQaHv27MHw8DC2bNni/cx1Xfzwhz/Epz/9aXzve9+DZVkYHx9vqG6GhoambDI5mZgTyYZzjmPHjuHSpUu48847PULTTFlDu64Lx3Fw6NAhjI2NNQzqJxOTqWzq9ToGBwfBOceuXbsQDSwSnWY+I5dGUa0GetXeYqUgy4zWDC4XDqVpFtztBpKUsG0ayiofeNP0qgIBAHW5+EWjPqAgKhfrYCeIMbBUAnw873McAjtgUSwRryUa9pn1DTt65p0v/SeDSCZoYXFsuj6lEhCLkNpwsPIJh6DN64c7kvWhrwARVqtVQnkl4qTEUC5TCw4CyBdo6M5CnoSP2nmLkRy0/j66h6w4sblbJOIvUGqdqtcholHfb0dxckbHaVgdifj+QoyRwKRhgEtpfpEb86uE4K2ORgn6bZp0b9TiLh+BYPLpGNFIq331RCEEJQcJe29ISk1gGmZISLLrkhRSOEQQ70qFqs9UAmCM3EYrVXJvDUfAgog6yfoXpTKRQDWNjlmpeB5JQsL0RakCUal40kremTEGppF9trApOTPG0Lu4Bxt2rkEobDYoN1+6dAmVSgU//vGPPdXmnp6eKfvVTBTqOz2TyaZWq8F1XSSTyRs+1ktf+lIcPHiw4Wfvfve7sW7dOvzWb/0WFi9eDNM08YMf/AAPPPAAAHI1vnDhAnbt2nXD798ccyLZVKtVjI+Pt3jD3KhiszqGbdt4+umnYRgG7r777inDCa9X2eTzeezduxc9PT24/fbbWx6+dsmqlK/ga59+BFbNJka7N6vhVMUI0BfcQ6gJKaYY4JQE5yTBhUwpJ1sCqHFpvCZ3hsmkv5DqEiqt6QAP3GdTOmUWSq3vo5jloRBYrU6VQjJJPJNy2Sem1mrUcjJJisZrick2lNClhfLwSMtCqmXSlDhVommecxQK0Lq7aBYSCkHr6QIiEXCX0Est+9g6aCcsOPjFy75PTrvWHiN9Oe99dc23UVBKzBqDYFoD10WTLSYVSpYfdUqCrLcbQoqoeiFRbd4Cr5CDzL9WUa+DdXc3WjgHIxqRhmj+8yksu7MlhAKJlMo+H0u1pQCqWCQQQtTrtOAbcpbkuGBhBhGLAtUatP4eCNsBHxrx22yuS06njgNdWXOPVUihQtfpuA5xZFg4TNwl06Tnw3WhuGLe/Q9W+7pBNgOGCcZdxFJRvPnDr0Yo7EPmFbTYdV3kcjksXboUuVwOly5dwtGjR5FMJtHT09ORUDmVmA2Vgor8nGeiskkmk7jjjjsafhaPx9HT0+P9/Jd/+ZfxwQ9+EN3d3UilUviN3/gN7Nq1a8aRaMAcSTaJRAI7d+5s+eAnq/o8URSLRdRqNQwMDGDt2rXTejAmqrCUosGqVauwbNmytg9vu2R1fPA8xkaK4EIAmk6y/7GYhCvLL1iz/HyQK9Ip5C4UjAayqFapbx4y/b9X3AbGIMpVSRwMkAS9fzeeM4vHwPp6Ce6by/nVkK5D68pQa4m71OZyOQ2dNZ2ACnLhE4AczttUGRWLaA4WDpN6swpNo+G2bAsKmSS0rgwttDIxMtf1xSvbiVuO0WyFD4+A9ffRbrrpfbTuLr/qC9OsSYyO03mpe+MKMCarPCGo4gp6xcj5medzwzkttJGIB19X0F0tGiFlgZB0Y+UCfGyMWp0A2ULX60SUVBsNJudv8QiY45Kx2bx+Ss6cU6KXG4aGUCRY9TohZ1eqzQyQCoH0u2GJOCUz9bgo1F+1Tsm9XCEL6MCxAdCxq1VKSuWAZYFSrJDJhhw9dV/pXClLePmlqZozDOJyhU0sXtqP+x+8F/e8ZnPL80OnQIP7TCaDTCaDlStXwrIs5HI5L/kA8Cqe6VQ9nHMPrTpTUSqVwBhr6IzMZnziE5+Apml44IEHUK/Xce+99+Izn/nMrLzXnEg2QBtEFfxFfjp9VyEEzpw5g9OnT0PTNKxfv37a59auMuGc4/jx47hy5cp1bQfatdGyl0bhWjb5kzgubeJKss+tyJnqb9QOr27R8LVek7DUpqG02lmHQkAiBmVGBssiVJtOjouiVqdFWMGiFUpJzTtsh1pe0SghkCRPQ+vrodZac8vGdcFHx6AN9EMLhyCEgFaVlY2m0Q7ZlerPGiVBLRSCgAC6M95iroJQYgwwDeiZjC+LouZYfZLsaskdraEDplwwbbsRZaYWVCGgmaZcxxjEcBba/AFwaaRGemIkZSOsktzxu+0Vp+kQBDSwrEZ7AtUGC4dpnlSp0GtUNa1gxd3d0JWiAZPILZdep/X1ges6UK7QebkuzcYSca86AGNAzYIIGUAmDRZk2nMOXigSek6SSAUDYHNqgdkOafa5bnu5HM8iIUKJyXHovoVC0FIpQhmGQmC6BqQMoLcbvFAgrTV1PZxThSXbgfLD8JIshCCUma5LJQXZdrVtr4UYvNeISCIxBNL9Xfijhz6MeLozubsdGi0UCrUQKpurnqCMzK106ZytOdPjjz/e8N+RSAR/+Zd/ib/8y7+clfcLxpxKNs1unbquQ/lSTKUvGoROb9y4Efv27buhc2uuTJptoa+naNAuWaW7YnDLVdqpAbSgWsT7IJVeLqHLAW4B52DlKtDTAzE66i+EcobAwmEaDsdjZD1QrdEuel4/BBgx3V0OMICZIf+BdiVfJBrxEpaQPAheIYg09dU1WlAUSVCFEPS+sQjc3CjtsNVnaRhUgRgGfTG1wA7YFWSPnYgTJ8V1aTEqlcF6usiBMgirFqDzZCHfatmWUFubNiUtcGYVjkNw2sCXmF8bJiCE7VDbqRlcMFFw4cu3tAlh29BCIVLoLlekq2cYoi7vl2P70izBsC3AiBAplgtqfyorBY3BzY5B2Y2xaASw6r7ci7q3hgEWNsleu1zwwAYe6TIS9pN/hxCuS/BvRyZHAcCywMdGyYCuVqfnpW4DYZNUtR2XWqkyGERjshYAwgagXqJUBBwLqLlUiRsRT5NObTgQDtHmp24Bho7196yZMNEA14c+BwmVK1asgGVZGB0dRS6Xw8GDB6FcOhXCrV3rfTZdOmdbZudWxJxJNu1CcVOmQpwKQqfvvvtuWoDEjRkpBdtoSnE6lUpNyhZa/X1LZXN1nKx6aeJMC4tajHXZeuIgbbRKxW9zWRZxUJIJ4sdYxLpn0aj8Jwx3OEvtIcZoRxiNgF8ZkmxtqVPVPNlwHKBE6gCstxtuvgA2OkYQ2VrNb7+pGVIwNA3aQB94vgCM5VuOy3OjNJwPJhqA+BTRCFil6pP4AEog5WojBDgYlgNE9QYEFgy948LvhUqS6ho496o0wQhlh7oFpeAAXaP72+64htFe+l+FrD5YIkm8leaWUKfFRCUxRSC1LVqQ8wXPBlz5FIlajZKSVJf2kHIAUNWpxSbVq9XnTa1ASG23iewJJMpMJXs1R3JcauvJ7xVjjIibYQ0slaDq3FXnLxqfsmCrjclEEgrR86xQeZrmq497n5GUqTENxAa68IZfe/EE561u/9S+76FQCPPmzcO8efMaqp7Lly/j6NGjSCQSDbMetYGcDdjzVD2znisxp5PNVKVihoeHceDAASxevBirV6+GpmkewOBGHgz1YClo9mQVp4N/35xsTh+8CKYxCKFBQICFTM8X3punVKq0s4zH5C5aggQMnRBqlQqgubTwlaTlgGlIgACTX1yqkjxHUMZaE00whIDIjUFLJcDH8kCxRNVG3aKdquJzBJNGNAKh0cCffsAajgfOKWFFIi08GBaJUMVhWR5CylNg7hTqXgY15WTLbsIIhcAc24PyeuepERdG2A5JAzFGbPlQiHbv8noZl/IpnBNnp9PQXl2669JCKj9Xr3JXygYT/jHAEnGyTVD6Znqg7Sb/LaQzKeTsCIyRsKYDr1UqBAB53UIeR+vvo+ekA4+HhSPEZwreY5V0bKeRfKqsJuRMxauy41GymeacZmuxCEn2aIyG/AKybabRLM6RJnsKJaeqIumDk5zfhV/6yGuwYt38ie8dbozZP5mqp6urC+FweMYrkJ9VNjch2rXRGGOTQqQJIXDq1CmcO3cOd9xxB+bP9x/GoJDm9XwkOoWmacjlcrhw4QI2btyI/v7+Kf99c8LUTQNMY/SFC0Uad/YC9EUOh6mtUip5w3UxVm1s9WgamBD+oFX2taHkRNolatnX7xic0yKh64Ticlya7xRLYJl0K6pKzY3avZf6neP6s4DmCBkEGzYDIAZludAu1AJo2d7umgEQA33AxUvt5yxyeMDAIKJRaj8JeBpsDcNtAKi6BNcN7v5jMWjpFPGSuAuWSkKMjbc/xyjNa0hRWqP7yDRfGka1pprXFPk6cg0NQZs3QFI3bULpowWH/F4YBsGUpflew+flOODZHIEkrl5rfRZ0nfTjRNMJKsSjRPb5mwpC6KHm+AZpiTgBDGIxEmq16+DZMdK7C0cC4AqZnDgDM3RwISDUZkbXaANgOwgnwljUF0NPz+R2/cpnZiaiueopFovI5XK4du0aqtUqnnnmGa/llk6nb6ja+Wk1TgPmULLpFNdDpCnHznK5jLvuuqsFn67QItNFtdm2jZGREdi2jbvuumtaD0K7yuaOe9bgR998FtVynQatyt8lsCgw2QYTAMnfKw93CbP1eAxqo2vZQFqnxYqTLL2o1qBBeMgqMCHZ3hMQG3WNVAvG8qRWrL60xTItJKkkkfbkjpaqHjTOl1R44IXOxEYWClMbUb4fOYe6VGW0C9leE6UytVwAOk8IYKAf4tpwS9uKRSKe+RiTLR4AvkmXRLA1KDIYVN147bJKBRwCejIFEYtQNaaG98HQNI/kyZgmeTKAEAT3ZYwQdW3Jl6EQnUuhCNbTTZWVsuUOvlaCGoTrtE3ywnEoGSkIdnNYFsRIluyeSyXZPpTXniKBUFFX1Wbgs1RJMhbzd9/S0EzU6tAG+vzhvmwHumPjUr1ccmU4bwFWCF0nFH48RsKpCkou0Yf1YhEn9l/A53/nn/DRr/waehZ0tX82vLeeHbkaxhhSqRRSqRQikQguX76MRYsWYXR0FIcOHQLnvGHWM1Xm/k+rlw3wHEg2E8GOi8UiBgcHEYvFsGvXro47memSQ0ulEvbu3QvGGHp7e6e941Bcn2Dcvms5Ft45D2f3XAZvSjItoSQ7ghBS02xthrkuUK5S73y8QP+taeAjo9DSKXDb9hcP6eveEqZBkjDXSD3Z8yORizKzHVoEFIxXwpJRKIF1pSFGcq3Xoms+8qjd+zEQ9DsqF3DHJdFNTaPdcXCRle6dIjvqVz6GTvOHfJEqpFjME7hkqi0XeEtm6FKd2miESqsIINiYh2CTUalCJJPASJbuSzxGytvFoq8FphZRXYdwbAT2/3QdsahfCQbvSUgqPNTrhAQUAoDmo7SC0HRpx9DRC0hWiB0BEwBJ/UvkX1BRW4zlgXSKwBMKjSjgt8dCpo8Ok1wtMV5o9eaRyYaZREZmZshXv1DEVYCOLVuAsG06tmoL6jpYPAph23AdG1fPZ/HEQ4N47X9+SefrwuwM75tDdUvaVT1Xr17F8ePHEYvFvFnPZKqenyWbmxCdepSd2mjXrl3DwYMHsWzZMqxatWrCHud0ko2a/yxZsgSGYaBQmAJDuymaK5tsNosDh/fjTR94Kf7t87sx+MOTckFrrW4Igtq4+2WhNokGoFZGsQQRIo6EkEgyUZXukl6CkLvGcJjgvWoYHgoBGsBHRv2FE6CFIRqV7ZEYLXDFEsBNklNhjBZIzgNVT2A+YZi0ky6VCQklKzIFyxYVWbUpCRQAYAy8VAKzpZUzg79wct9SW5TK1KIyDFKtLpbB5BygWQ3Zv6dSQ04tfh0WZCHtBFrCcSVcXZp7xSIQsVij7I/iqrRr6VVrZKXdBJiAJWdDsSih8zT5LNg2JSjb9uc3CoFW7bBJEeL6cyXGCIbc7rsThLerKjocJlVtzoECccSYSgrxmNRBa26vgpIaY6TZ14DgY/6/FJJQ6rcpnT9wFxBSFWPcgutwnDp0ufM1ybgZQpzNCS1Y9Sxfvhy2bXuznsOHD8N1XXR1dXnJp13V87M22i2M5jaaEAInTpzAxYsXG6RtJoqpJBvFzzlz5ow3/zl//vwNkUuDfKHz58/j5MmTnonayhXL8aFX/2+UKw4x4INfEEMHIAhZlogRvwYMnrx7SwVhQAibFj3VYpPHE4KOw3RCcYlygbTLolEwk2RVwN1G8zHFh5DnosWjEJUqMcYB6P191OKrVAmhZBCKTqRTBJs1dEpMrkOgBMeBqDOvFSikjIkyDhOce8mGmQYN7at0bCi+iaaRakE0TPOXUglI0RyFxaSAoyJ0tgvTJDKiEFThTIQo6xDCJUQWQiEw0wCzHTCm0SxIId0Ud6dTdFoIbQJ8MENvUHFgTKPr1BglW2UFUa501JwTjkObjuY2nwzSlSuD9fXQjKzDPWM93ZQ0HQsYHfch1IDchISpEq1blOBDJrWGNY14RuUKtTsVN2yiKp4xqlLV7l7I/5GtSACIJK7fmroZyeZ6oCPTNDEwMICBgQEIIVAqlbxZz4kTJxCLxbyWWyaTgaZpKJVKM5Zs/uRP/gTf+MY3cOzYMUSjUdx999340z/9U6xdu9Z7Ta1Ww4c+9CH8wz/8QwOpczLr6lRjziebYKKwLAv79+9HrVab0vxksslG8XMKhQJ27tyJVCrl/f10baEBHyBw+PBhjIyMNGiz9S/qwSvfdhe++5UnUakJOI4rEUWMFoBKjfxA4jFqbxVKrdWPCgYfJRQJg6WSYK7r+dswwyDZlXIZyGSAXA6iWAQb6KNds7pHHq9F8TJIK0yAgQ9n6VhKz8qyiOQXj0Gp/+qyhw/GqEqqy4VJY4RKioTpmrggMqntEGxatZUcmZzCYbnblbMW05SKxXG5E3ap1Sb5MaJcIQhzIi55Gf5cSrWJmG3Twm2ajVDcTmGajTpqoRAd1wMUCLCBHhLjLJWgmTE6N8vuLDwangCJptqlTAO/fA3CsuhzDIfBTMO3A7dkm29eH8SVa62gCMY8HyAk4iRoisBzY+iUMAFK1H09fgs0+HzFY7RxUElZa9zoiHoNLBSiZ8CQcHRlS1CpemASoZS3DR2wCKzREvJ1TJhS1VmSmxmTn6VAKB7Bphfd1vn+ebfx5lc2EwVjDMlkEslkEsuWLYNt2xgbG0Mul8ORI0dw8uRJ/NM//RNqtVqLm+Z049///d/xnve8B9u3b4fjOPjoRz+Kl7/85Thy5IjXqvuZU2cgVBtN8VuSySR27do1KX5L8BjXSzaVSgV79+5FKBTCrl27GqQrblQQlHOOsbExb7bUXD6/+QOvQt+Cbvzw68/g8DOn4dQkPFfKe0DXpQw7o4WWaVI2H43fWcsmU7UQDfH58EiD0q5CQoFzmslEo7TTLxRJu2skC2Wm5rU4FBRb8TIUQIERCg7hcCA5wVsEoSRqBJdzEx2svxe8VKbFUd1Pw4CWSUPv6fYZ7ZJT5OlkBWdx0YgnbyIuXJYzD2m1kBuj9xga8Xx5lBWDat0INe/SdfL26e8FLl1pn7w1jdp7KmQ7SYCQYEIIsHSSqlHLgqjU4PIK6cfF4+TfEiA5AgjMbDo8LKqtZdlgqSQtmLrmI/UcR/JTTKBap6Tc0w1RLDdqrDFQuy835kOt7UDFpxwyAeIBVSpkl2DZ/sYjHAJzOcAD1Z+gmZ9gVLlo8VhA1w/0HrrU4dP1QOtTJtF0ho7fUEHDvx+27YEFANB1uxyiXEGkO4kNL9mArS9c0+Hm+XEzLAZuBF5tmib6+/vR398PIQQGBgZw5swZfPnLX8aePXvw5JNP4pWvfCVe/epXey6aU42HH3644b+/9KUvob+/H3v27MELXvCCm+7UOWeSTaeWg2EYGB8fx6lTp6bMb1FxvWSRzWaxf/9+LFiwoK1+2o2g2QqFAs6cOQPGGHbu3Nn24TRMAz/39ufh7vu24IOv+p+4cn6UWk7VKuBqnomVp/GlFI1tZc8rgzFaq7ozpJhcqwcWAsl3Ce7KazVoMcnhKVeBdJoWHsemwxoGmE7kQEg5dRWiWUUgGLZDO1gp3gghyGmzWiOkWDACpE9h25QME3FKbE6g0tJ1aiXGaTYiCkWwWJSG1dWab488NEJVne34YpLBCBqkMQZWKAIDfa2mbIwqK+a6AQkhidQaHZczGYOsC64O0SBdRdUFr9ag9XRTFaNk+0MmuaxWa50Jq6ZByLUg0s7lACc9MoRMr50oXBdQSgXdXURgZgAbL4AHIducN1gHeNcXrNYFwBwXbKCPIMiXrl63Deihxry5jwQSqLlLJEznrM5F0yAKBbB0ipKj2gQ0qAwIv7rSdUC2UtMrBrDl3nX4uTdsAdM6ZergJd+cNtpUNr2dgjGG1atX4w//8A9x5swZbN26FXfccQe++93v4nOf+9y0k01z5PN5APCsT67n1PlTm2zaBecchUIB5XIZmzdvRl9fq/3rZKJTsgn626gZSqe/n04bTYEY+vv7US6Xr7sLeurfDmFkqAQNjIavcjcq6pY3g2GRMKDpxKGIhP0ZgWEAYROAhPWWq4FFAP78JqgAIOcxjDHijdSk+nQoLP8ksNhUaoQ2k4mLXe9Lptosko/BQiFqwakIIpGEoL5+Ig5RqxEPIxbzWi9MGalpTJqZmWAJX3pGcOFVcB7SKRSaWI7FcWi+VLdoJqbIr1IyB9FI4/WbJpDyDccE59DSXZTQS+W278ELRarYolEgbEKx7QVjEOUyCa+qzwaQlYaAGB1rTeQKsaVM5iCRW9WaV2kxSFh3NDyxOoCuS+HLGjxtPINAJcwkh8xOVu2eoyZ3qJqDKZNiUwJwuf+cVqsSECIAwUjiptniIfh+hgGMjYMZGpZvWIJ3/v4vo3dJGqVKAblcFj/+8VmkUilv0J4MKpmrez/H2miTjXK5jL6+PjzwwAOe7P9MBOcc73//+3HPPfd4is//4Z06VdTrdW8+09/fP+1EA7RPNmqGksvlrutvM9U2miKZnj9/Hhs3bgQAnDx58rp/9+R3D5DERyQELSr1qwBJspQLWq1O8FjdkLtLufvVNFrIuFRTVskxMLD2IhImTo5qyyjTMSKDyKpF7ux1DaJuExO+UiVI7Hj++tIwqpqybAglOOlZIwdfJ9/WccAgwHq6IUbHwMCghcNAJCRh2rK9ppxHg9cTi4IVS43LnUdw7RCcFkNRkwiyIDLdMKiai0WBRIKABI4jfVyqXpuSRcIkTNopbMnar9XBxh1SCQ6FvNkVzxekUCaBDiBArclYtD2STrUw1dBcwaErVQhGEGNwASSSRMrtwKVi8RhBumM0X1KgEXJgFZ5QK5or2WbQg2XRNcrWZGtvMFClhEygVqe2m5JAUnMc/00AXUeqJ4H/8Y33omdhN8JR/z70oxcrVqxAvV731JsvXLgATdO8xNPd3Q3TNG8a9HmuunQ2x3ve8x4cOnQIP/7xj2f82JONOZNsgg9xPp/H4OAgMpkMlixZguqEGk7Xj+Y2WLVaxeDgIDRNm5S/zVTaaI7j4MCBAygWi9i5cyeSySSy2eykKqPSaElK2JA6LnQyj+KSTQ0JHqA2BXnKQ0jfEl0DQJUPVwS9YFtIAQcA6sMrl0UEUEu2Dc0wAirLzEMWiVIZGC8QyigZh6hZ/i63ORQSqViiZMalPIxptiYAeYpMlzI45YoHpwZA6CxXyp2ollnTMJxxAdHfC1y+Co+/kkrS7r4T8knTwDsYqAnLImkd2wGqNbr/GiNmu2GALRiQEkD2dQEGwnUllwXyGAQDFqYJhGheFlzYWU+37zPTfGyVaBy7de5h1b2qhzmODxywm0AK4RBYIiHlkQyIcpW+e7pO4JEKKUcoO3DIduSELbVKFSLVyGWCQe1e5YkDy6b5oCARUpZJkair7fgzG3kedqWOH35jN37+N1/T9u3C4TAWLFiABQsWgHOOfD6PXC6Hc+fOeU6djuOgVqu1rXpmKm5kZtMpZgP6/OCDD+Lb3/42fvjDHza4E8+bN++mOnXObp05jbh06RKeeeYZLF26FBs3boRpmjNqDT06Ooqf/OQnSKVS2LFjx6SM1CbbRqtUKnjqqafgOA527drlqRlMtjIaWNwFTddkdQFvcWFyftCstAxlRKVpVAXpGvXth0daD64GtPLL0fD1k1YHWiTiJxr1HnVKKiwRB+JRMJeD2S40XZd6bE1wVo2G2aJQJHQTQLvl8TxYV1oeN/CPCo2RCkC75MVFQHBT7o9MAyISgnAd8FoNrFaHNn+AoNzxGJ1rOtl6LBksGp1YRYFzAlCkklJ6JQFtoA/avH5aNK8NUWUy0cKg62ABgzYGyfrnHCI3CqEqRKXVJsR1lB1km61So1Yb4H9WbuPzyWwHWk8vWCYtLcBDYOkUuZyqlqoAzb9Gx+h8alWPg8VLJXrmwqGJlPTkezdZFYRII42PjIJpun/unPuus8UycYV0zZvxgHPAtlEr1fDIV55A7ur49d4Zmqahq6sLq1atws6dO7Fr1y7MmzcPyqL9ySefxLFjxzAyMnLDRozNMdPVk7KEngmXTnW8Bx98EN/85jfx6KOPYvny5Q2/37p1q+fUqeKn3qkTgPdwXL16tcEfZibcOg3DQL1ex4ULF3D8+HGsXbsWixcvnvSOR1U2E/nq5HI57Nu3D/Pnz8e6desayutOttDN8dI37sDBJ0+hXLZh2Q6hzhgjDbWQDq7JdpdSJeaE0kEkQq0dTaNFwuXewgS3jfKAmrsEryWIKmsO26FFJx4jszUACIfABYdWyBNpUw2sVWXR5CsjauRpwzJp36YA8GcyoXDLokbaWT7TnIVMD3ggbAv84uVG469wCFpXl8f+F1xQhdPMMwmHyVp4otB1iEqZ5H5SSapqBAfr6aJ2ouN6bpespxsiN9r+GOqeqAWeMf9nTa9VgqcwrVanzaByQgBh6B2nWVE5HAbGCtCiMVJUCH62OlXNIl+UVYs8ju1Qm1TKIvGxMW8W1DnkOdoWhCM3SmWXqh3XbXADZYk4PZf5AqH6LMvfRDDvf8DrdRTHSjjyzCncc9+WKbWqIpEIFixYgOPHj2PHjh2o1WrI5XI4ffo0qtUqMpmM13KLBSV3phGz6WczE/Ge97wHf//3f49//ud/RjKZ9OYw6XQa0WgU6XT6P55TJ0DSM/l8vsUfZibcOhljGB0dxfDwMLZu3eqhMSYbavfSKdmoJLZu3TosXry45feTTTYbnr8W973reXj0/z2NsdEyquU6uBAwwxoWr+iB4zBcujgOp1qT65BBFUSxCKbr0KL9PreDMQAMMAKCnF7PvbW1xDwjrzYn5iWrwC41kwLLjoFzAU2TbT4IiEKh0WdHCA++yly5SIbDfgsuHCIej5TPEY5DLo8BGRZGNxFCZ8T6ZwC/fK21JVe3yDI6nqC/KhbpUk0zoBSt0a3p6iYRypYbIc85FCLYMufg+QL0xQsg5FDecwEFpK2xQSREm6R2mK77cOimpEJ8GbMhETNVtcoKUZRKEHWDGPlC0GCdc/LdafPxeJ+NbftKFEWH/luhwjQJYdco2YmRnK8UbhiE7OvuAgSHO1L2q42wBjDRmhy9Z4PuryhXyPJCVWicg8ViflJXBF7TJARk3fIUolvmNkKA2w4q5bq30dQ0zVvYr7fAq++aYRjo7u5Gd3c3Vq9ejUql4jH6z5w5g1Ao5CWerq6uKVcpswUQmKmZzWc/+1kAwIte9KKGn3/xi1/Eu971LgD/QZ06M5kM7rrrrpbF/EY5LvV6HZcvX4Zt27jnnnumZbcaVI4OPuiccxw9ehTXrl2bMIlN9ho0TcPrH3w5Nr1oPfY8fgAXzl3AwqULEckYKGctPP3Ph+COFwgRFg7RAL9cgajXvUG0x0lp6fkLqkCURUBzqMU4QLHxQh1H+ejEozRANw2ShqlbNF8KmUAqRYuYut5QCCyZoNdLPSzGmN9+CpyjsCxv196yqHIOZEchEnFayJsJqOqaqzUgkSRAQyxG78vamCpYFvFTxvOem2VD1Ou+plc0BmEY4JeuULLIpOgzkOclFPBBkWnBWpWWA9fIVBUphIe0Ewq6rf7GsgDTJuh5y1HahONACE7Oo3KBZqEQWQyUyoDgdGjZrvJsFgAI16H2pePAHR33CZyG0jQzO1oRQNeBaAgin5eJA/QMGTpYVxpaKAReKNL8TqPr4oxBC4eASpsEJu+Lbuq4bccqGIYBLmH3KvEocd1Olswq2TT/LhaLIRaLYdGiRXBd1yNVnjhxApZlNUjJTGadmOmZjWqjzVRl07zRaRf/IZ06gfZcmxtpo+XzeezduxeRSATRaHTavt5BXx0l9qncOm3bxt133z3hsTVNzlImaMMFQ8RsZNaF8YI3P4CBgQF8/fMP4Xtf/Any4zUgkaB5iRAQ1TqEroHFIoCmgxeK0Hq6Cf3l+G04WlQY7cBlldGMJvOkRtqFBBOIurQ3Hh2n3XCEFl7a/RcJ0so5vXeIyJhaKEyk0WiEEiRjhOwqlYl1rr6sGmufBBtOEpTYFIve+3kTT4O74NmiJJ93uN/SXE7J9INz0u0CgRW82ZFhgnXRNWqZDMF4bccXqeSk5KwqNHDuVwxtryEAH1bOpEoFuel1wrI8SZyO9tSxKPGPXA6eHW1QLVCbEETCVG2Vyo1J1eNfCcAwwPMFaLoO1t9HbTsJOBA1C6hrjVwdTSPUYzIBUaoQgMN26EMKmdBSKembJMjFk4FeZzJq02VSdP9UlRicEzKGFZtXYOma+d7nxzlv+Ce4eVNVj/qedko2wdB1Hb29vejt7YUQApVKBblcDiMjIzh58iSi0aiXeJSUTHPMdButUqlACDFjM5u5FnMm2UxE6pxOZXP58mUcOXIEq1atQigUwsWLF6d9bmoXpR7iYrGIvXv3TtqtM/glmGgn5LouDh06hLGxsQa5nGf/9SgKBQvQidQpAIKRhkxi1DNqlwkhgDEaWotKRbL55XzHIMl4Ydlk0yzVlSGRVtANX3kZaJwVuC7EaBEiZEJzHNIm86odSixaH1kF8+Gsp3rAuCB+SZkR6kodVxJCufKska2TtuCA5hC0YxfyWCwapaQXCVMiFBxcWR5cJ5TbZHMVIhyHwAqGQe6dmk6W2rZNQIx8gdBa8Ri0SFTqlXHPTbJjy0mFpknTMOYlX4RC0FIJ4uBUqqR5BkjZFh3gkqQqhVNZLEoJxLYgLo4Tgk9ZRHsXIhFuTPMJss0Vr+Joce6rNSjwgOWQ11A8KqvpsN/2UmizoRFSEkinfQCKFjDoUy6e8TglG1n9iFpNqlbkJKRbfp5g6Jrfhfd/5l0Na0K7ZOK6btuqJ9h6m0wwxhCPxxGPx7FkyRI4juNVPUePHoXjOG0FNGe6jVaRoqk/U32+RTHVNhrnHMePH8eVK1c8oMHw8PCMIdqGhoZw4MABLF++HCtXrpxUpRKsjDo9nLVaDYODg2CMYdeuXQ0ouStnxkgeRC0ejtPoTCkEYLvEB+npAiuWKDGZ8BdlITyZf1Eokuows4FImNb6YpHUiOsSQgtG7Hm6ACAapdlMs1Ix4FlTIxImrbO6RdWLpoGVKkBvDzA01AhWCO7m5fGYJ6s/0QehydZNBHoq5QuOqvMIh6AlE5SUc2OdjyOTXkPrKhDCtn21Y6sOFo/TAiph4KJcgZZISM2xQEhVgQlRZSYpM4g6tT1ZiEAGPJvz50wqKcuZl+AcWiLuowWlJAxjDJxl5SWwxvai2mhomhRyrfuJ3TB8ZB9jXnKDoUME4cI2bSZYLAp+bdhrpyk5JRik1C0gSJSU0eyOXgR/fqNkj7ign9sumCmgzetDghFEOhQJYcML1uEXP/YAuud1dbx9zbOb5qqnWCxC13VYltVS9UwmDMNAX18f+vr6vNZWNpttENDs6em5Ib3EdlEqlaDr+pQ9cJ4rMaeSTTu3zqBi8vUWdtXasiyrAWhwI3IzwXO7cOECrly5gg0bNkwJh968I2uOQqGAvXv3oru7G7fffntLQgo6uQtAmnGJBn4GAJ/9nkpIX5AwJQ8JT2ahkNxBagR5lTwe5tIwl3VlIHSNkETlChFMY1Ep8c/892v3OUjfeYRMEmC0LBoEuy7YeB6sqwu8VKaKKgiVDiKoQmarrEpzhMNAbgxac6JRUbcAPQLEokS4rNUb22IqTJMW+4meC9cFHx3zEocASMutu4v+y3Wp2lDQX0YJmkWjEMlEo+VA8PxdTu6qmRSpaSeScLO5VtQcQEnZMKAp8m4Q6lyrA9EItIE+8HwRjLs0pwkT1Bk62V3z0XHyG8qkIaTNN5OtWDiyYgIoAQkBVioRik/B0zn3RTal74zyJmKAbxMdj9FPgi1BBg+8AMuiuWE0AuE6EOPjYKEQwqvm40OfeBuW376wgcQ52Qgmk1wuh+PHj2PlypVe+3qys552wRhDIpFAIpHwBDRHR0eRzZIaxrPPPttAKJ0MlaJTKHDAbCsf3KqYU8mmXagW1fV0iCZqbd0oyECV60NDQw3trclGcxsuGErSZuXKlVi+fHlLQuWcY+ltC3Dwx6f9fj/QfsFXO0mmkX0At3x+jhDUK3c5uOsQU92I+MNqxkjBWLhAMiEtj/O0i5fVjJZJX/9iuawW6ML9Rdg0oXdlIBgNLkVuzE88AGloKXJhu89KY0BXhhbZ7gwRUzuFBC9okQgJfzoOiTsq2Lc6N23izYuQvI/GYzvgo2PQZLXRoL0m5ywim6P2WzIhh/PyGg2D3l8t7uWqrAE0P9E0f65C+KfZ8jt4lYemKl21UEk9OxaL0pD+8hUPcs5ME0JwTw3cO5xlQVmBC9f1OTIAte8sq3Ors25Rck2nKbmoz1AhOas16PMG6PwkLJ8XShD5AnInL+Mbf/04PvJX72p/7ElGLpfD/v37sXbtWk96Ss13hBDXnfVMJpRtQFdXF4aGhrBx40aMjY3h8uXLOHr0KJLJpJd8UqnUlKDVP81eNsBzINkEkWCdko1asDsJdd6IRYBSGxBCYN26dVNONCqa4c9B35x2vjzqy8E5x9s+9Gr89pN/AVdo/nDZqwzQiGTWGMBdkgMJmWAVXyNNcA4Ikm5njBH5EWhEEQlQO0paFKAiF0TFn1EzluYvkTQkE9WAL4pKYoHXMo2qKdHbDa4Sjq5Di4TJKjkuOSHKh17CoxENQ+TGSE9MzZqmEurcQyEaZsdjYE6k8Xzb/Y26Dv+DkT5D8JNqu7+r1qhyUPdKJrqgHbJKgCgUJ24fTrQYBiDdwc/Rg5BL0AUzTEAPJpb27UO4Lm1UpLYZGKglWyx2noOpa6zVgaQLmMShURUx+ekw+ocL0lUzDWhdaXDB4RbLOPzkCYyNFNHdP73vVzabxYEDB7B+/XrMnz/f+3nzrEcI4W0e1T/qdUxSAyaTfFTSSqfTyGQyWL58OSzL8qDV+/fvB2PM86vp6enp6CSsolwuN9A+ftpiTiWbdm009RA4jtNSogohcPLkSVy4cAEbN25Ef39/2+NOF9E2NjaGwcFBTwb8RsrbYHXVCQigQn0h1L1Ys3EJXvefX4yH/vox1AULaGTJnrwKQzpgFstSLDHQalNzEWW8plpjQrQmLO4nFmEYntwKJYM4WlYdXRItxwsNNse8RoRIqAWdMShoNWMaqSLXakBNLsyaBp4bJd6N0uly5aJ5rQoWiYIlAuTRTp+HTHw8OE8xDCAWJdg2F9QaMwywgV6Ia20UF0yjIzqOGQbxgCbawCikGUDnalmt7CbZhkM43NmmG6D3USTd5pvvzVZs71fCcbxKibV5rVDH7BTe+8EDiKAilRCan5WGvyMiLdMZUCpBaDpJFYXDNI9TqtCAtHwOkUxSsQSrVENprDytZDMyMoKDBw/itttum7C9rb6/agOrKh2VhFTimUy7TYEDghvbUCjkWUSr2VE2m8WFCxdaqp52MjqqjTZb8jq3Op4TzcF2iDTbtrF3715cu3YNd911V8dEA9DDFXyYJhOXLl3C7t27sXLlStx+++0e3n+6oSqbWq2GZ555BtVqFbt27WqbaNSOK/iw/8J/fRU+8Km3I2xqtBvn3JeKoTegNk6+SArKagAeSN4sWGUwTLybZrSqMBG4ZtsmZ0xPGl7aDliWJ9HPulJUOajXl8vUo1esd+EvOEHZFFEskdGXRh4yPF8ALxQgiiWCGwsAyYR3rQ3HC0Yw8cnXaL3d0JYS2VZcHQa/OkRzjEoNTDA6brBqNk2wRQs6V08ub0iqbSPo5TJRyIqRxaKB+xP4xzAC19rm7xUsvVb3f38dLUGm/m6Cc4fjQFgW+HgB/NpQ4HwnOLBy6LQdmVcEEI83QurVLZUtX2bQbt8M6ejqnzrkV9m333777VPW89I0DaZpIhwOIxQKIRQKNXRSHMeBZVlwHKehClK/n2jzqWka0uk0Vq5ciR07duDuu+/GggULUCqVMDg4iCeeeAJHjhzB8PAwbFkhz6RLZ6f4y7/8SyxbtgyRSAQ7d+7EM888M6vvF4w5Vdl0iuaZS6lUwt69exGPx7Fr167rlqfBncxk2McKzbZlyxb09PQAuHGQgaZpKBaL2L9/f2cgQKDEVzsrFYwx7HzVJvxaxcKnPvB34MUS8S/AqJ8uACa5Ii0Iq1BI2hUE2j62AyhqkNowC+/N6B/F8g6G40CUGhdRYZokmWOagO1C6+sDH8kC9bpnF4xQCJpis6vBvoS7Cjls5yNZsIE+8rxpSiIskYAmP2cSsjRILiYS8dtajAGODXEtT9BvIWh20pUhaZugzItlgY+OklaYGvIHrpHV6hBK4brpXAR3ofX2UKuy0zOh6xMj0hqOx2kGFIsS/0e9n66TTlm5DM3Qab4WbGGGTGqZ5vJ0H6XB3nX5SoxJS+g2AAaAdOfyBf+1ahak1AE6HBOyLcsDckQemKXl9fQ3wrLAdB133L0SiczUIL9DQ0M4dOgQNmzYMOFmczJxvaqnGWTgOM6UYM+dxEPPnj2L3bt343/+z/+JTCYzaTDUdOIf//Ef8cEPfhCf+9znsHPnTnzyk5/Evffei+PHj9/w/ZtMzKlk0+kGB9tgaiezZMkSrF69elIfinooHMeZEGRg2zb27duHer3eIpszE26dx44dw6pVqzoCAdQ/zYkmGPVaDQYEbADcdrwqg4XDtFlUQ/dA8hCWRaKUQcFELg21lAZXsOEiDbr42LhXIcmbQLMTTZcDetp9C84JJu0hpWinLgAw7kKRS4Vt00DdMKi9JkAzFLUW1S2Iq0PEHXJd31nSNClpBILFohCRMMTYuC97omkQhk6LqGqJdKUJ1ltrv/DzYhFaJk3cFnX+QhD/Qw750TzkN0xKSPPnQVy50kq4NE1KdpMNw6BqFIBQJFPDIJ6PrhEysFCECJGqAQT8+ZsiZTbcHNY5KdAFgsUiVDEGE4jk3Iggik7+jGkaEUhVVd10/kgnAaaBZ0epSk3EqbLj6llsQk/qkstTrmD+2n6s/bkF+PGPf+wRLbu7uydczK9evYqjR4/izjvvvCH7kU7RPOtpJpTWajUv6UwVZKDEQ5WAaDabxX333Ye//du/xcWLF7F06VK86lWv8v6ZCYM2APjzP/9z/Oqv/ire/e53AwA+97nP4Tvf+Q6+8IUv4L/9t/82I+8xUcypZNMpDMOA4zg4ffo0zpw5gzvuuKNhCHi9mAgNpiJYLd11110tH/B0QQYKCFCr1bB8+XKsWLGi5feqogmea7soFAr41l9/n9YHNWiWKtGesGHDcB5eq42PF6Clk2SqRm8snUBd32NFVRn5Gi2+QpDycb1O3JFEjNpPxXFqn+k6WDwOzST2uTJWE4wofZqm+fwgtdg0fSmZxiAS8UYzrYBSMgCf46KOoeYXlSpVVIFZHgPAEzFKFnULzDAIct0pVLWnjs0YtFSSZgy6Trv8vl7AqpOvj7wGJgSY68KNx4nDJCV7EI0CY+Od369dyMqM3EotUgKoVgm5Fw5DS6cgKhWIahWiLu8n54Tg03UwNG2CTMP3/WkXTKNqd/4AQeCrVb+CVfcjwPMRjkPvU7eoelHfA0OpDHBKUJWq91pKNByiKonCCtgCeGAGrVLGvW+/C2/+0GuQ6IphbGwM2WwWx44dg2VZ6O7u9pJPUKHjypUrOHbsGDZu3Oh1HmYzmhNPqVTC6dOnsWjRohuGVgNAb28vPvShD6FWq+HixYt45zvfiX/913/Fn/zJn+A1r2lvszDVsCwLe/bswUc+8pGG63rZy16Gn/zkJzPyHteL50Sy0TQNZ8+ehW3b04IeAxNXJiMjI9i/f/+E1dJ02mhBIEAymWyRoWgGAig0TLsYHh7GoUOHUMrWCM3jaZkJShQhw4fhqkG8CpN2yUKAlHfrdZ9g6RJyTcF8hSL8qd9ZdQnjlfbHlSo8hV7HgcjnwdM0pyH9Kw1M18B0o1XvS0KgG66RC7BIuDMvxTCoFefYtEgGwQGRCAlmVqvgdeLTIBImrkl/H/jlq4S6muiLzxi9Rv5/va+3kb9jO3S+0Sgh4ZSfjqwINMOkxVS9XtfBDd23V1AhOUhoNiaLRMBcDq2/F8K2wa8MyYVZfoa1Orhlt7btdJ2MyNpVULoO6Lx9i0/Xge6M1KGrAWDQMhmfUyTvg/dvtVFwXUqKxRJxqWJRiHyRniUPsBLYDEjrC27VyV/HNL3nJhQ1sGRJH17366/HPfdv9U5NJZa1a9d6RMqhoSEcP34c8Xjck5a5ePEiNm/ePGVB3ZmISqWCwcFBLF68GCtXrpySjM5kjp1Op/Hyl78cL3/5y2f0vLPZLFzXbUG9DgwM4NixYzP6Xp1iTiWbdgttpVJBoVBAOBzGrl27EOqk33WdaIdIC9pC33777ViwYMGEfz+VyqZZEeDAgQMND2IQCDBRNSOEwPnz572KLpL+EcojefqlSiq6ThpeugbhoHGXnk77cxIVsnWmEGDgnGYUIZN2r0JyZaRVAEunaJFUMwHvXBnJt5TKRHSUi7bn2dJJ70vCZFlEziAclxSCNUY+J4LTdclZgZZKARC+jD5jQLlClsMWabrp0QhZClSqhMYDCJhQKIH1ZEiav11EIpTIQib5+bRr3Qjh8VnIl4UWUgFBiSY4R3FdaKEwxLx+Ire6cp6m2ozRqK8HZsjk6HKybLh6zd88eDBm4UHZWTwhbbNDhArkvP3AvlaXFYgAXIc+J6nwgFgUfHhEOr9Sr1UUGbR0Cloy4csKqVBJJDh7cRywQonsCCyLoM1SUYB1Z0iWxnK8z0q4jsfhWXzbInz4r38ZC1b0wwy3n7W2I1LmcjmcP38ehUIBuq7j8uXLqNfr6OnpmfaaMNUolUrYs2cPFi1ahJUrVwLoDK1WHYupVD2lUummVGq3KuZUsmmObDaL/fv3IxwOY+HChTf0UDUni6At9I4dO5BOp6/795OtbNopAgTffyIgQDCUqnQul8O2bduQSqWw4UW349/PXpO7RAEWCpPfiq4T6XE461U9WiIh5eWbHm4hCDkEgA8NU3vINGnYzkBS8QGOCdN10jFrx69hzKs2gtfRMHAPzEIAkJKwZUEI7qkew3HAuACPRDy7YBaLkYJB4PwF51RFlQje7XE5BDxhRy8VcgFwmxxG+3paqw1dpwQNAJYNptwK230eqs2k+a1C2DYx4pmU7ZfOoEyalWk9XVSZ5QuURFUEDeCCEO5aoDIN3jsuKOknknLWJe+jSrzN8xkh6F6ETCJwKth7LAr32jDNsBQvR7bklIgriqXGz1n9/5DZqK+mywo2lYBIJSCuDRMJtFYHS8bB81KQVbVyNYZoMoLf+4cH0bdwahWJaZqwLAuVSgXbtm0DYwzZbBbnz5/H4cOHkU6nvaookUjMynC9XC5jz549WLhwYUsrXEUnkMFkCaXlchlLly6d8XMHqGrUdR1DQ0MNP58tV852MSeTTbDiWL9+PcbHx29YhyiYLFTVAQC7du2alBaRpmmwmnfqbaKTIoCCPk8WCGBZFg4cOADHcbBjxw7vHF/3Ky/A8d1ncGXPcXBXoq3kwsFKFSCdIkM11/VFNRUFXa1JArRwhExaLMtVLzkwQ4dwAouepnm70rYhFyPR7LXSTukg2JbRdWpf1S0PySTiMTDOwVhCammp3X3guJpGnI9ELPAaaul15KnU6nRu8ZhvcyyrJsYYWHcGvBKECzcBJhD4T9sBz416u33W0w1eqZDrpkoCABAJk3MoAFTbgBPCIbrm7ChdhxBEnnRbq0G6Ro04K/CrAaZpEOFw47wrGI5DCLfxApCIUaIOkHy9z0QhzaR1c8PcBqCfOY5/EzQNSCTAVHdUETYBr9JVcyiqeBiMRAyfeOx3ppxoAODcuXM4e/YstmzZ4m0KM5kMVq1ahVqthmw2i2w2i7Nnz8I0TfT09KCvr++6IIPJRrlcxu7du7Fw4cJJ6yECUyeUzqSXTXOEQiFs3boVP/jBD/C6173OO6cf/OAHePDBB2flPZtjTiUbxlhDxbF9+3ZkMhkUi8UbdutUyUbZDvT09LSFH1/v7zvF9RQB1MxnMkCAcrmMwcFBJJNJbN68ueEcl6zsx3/99C/i7/702zjwgwNw5ULFGKMlslajRSJI2uzExBNoSAZktBWnBSn4skqV3CiVlExzFyAcJv+Yxgv2kU5NlQ10HUIO8Vl3F5BKED8oN0oOmIwBkQgN6ps+HyJKSpSTau2o6uo6wbggKZ6gaoDjArlxaF1pCMuW8yq05Bq1eHKJTBO2TXMWJhoSjRe1OgmeRqP0WZgGJQxDA6RSNL96lSqmaJQQXOmkVEEW/vsrYq6mUTIKvo8mBTYZ80U2Ab8SSUgknTpOJ5sCqI+Hk66bpnn6ZkyqQHsqzuEQ3UNNk3p4euPzosnEWK74G45IBBtesA7zl08dXnv27FmcP38eW7dubTurjUQiWLRoERYtWgTOOcbGxjAyMoLjx4+jXq+jq6sLfX19LSCDycZ0E01zXA9area769evn9bxJxMf/OAH8c53vhPbtm3Djh078MlPfhLlctlDp812zKlkU61W8cwzz0DTtIaKQ9k630jouo5cLodDhw5h1apVWLZs2ZQenIncNiejCMAYw8jICBKJBLq7uzv2bXO5HA4cOIBFixZh1apVbc9x+dp5+O9f+BV8+U8ewj9/8cc0q2CyJ192wTTZyw/CTVlTwlEk0HrNSwZMWg+zaMTX9OKcUlVuFKwrDTGWb1zYZQISzbwgI0BqDC6QTHrI5ItkqpZKgOeLECNZOj91vtUquOtA6+pqTDiMUTWn5Fa8HfokhrCaTMLNpEfXBSqS3xAyPaKkP/TXPKIoq9W9Ko/F4yT2GTg3+jeITT9egCf5H41KMqVOYI7xPDSmA10pQuMNZwnynUgApZL/UTEmxTsdvy2lKj6HZHEQCgFGzG/H6RqYyykJSuFMVGsETzZNX5PO2wQEjPPsOvGO5NsL1/UQeEgmqFp2Of1jSvKnAnYIDoTCBGQI3A8GgZf+/NQ87dXm7eLFi9i6deukPF40TfMY+sqjZmRkxAMZxGIxL/Gk0+nrDu5nKtF0OtegGvzv//7vY3x8HM9//vNn7D2a4y1veQtGRkbwu7/7u7h27Ro2bdqEhx9+uGVjPFsxp5JNvV5HJpPBunXrGh6EG+W4CCFQrVYxNjaGzZs3TwuX3+kc6vU69u7d6wEB2knquK6LRYsWeWJ9juOgt7fXe/AVKfXSpUs4fvw41q9fPyFYQcWqDYug6xpcAW+hFIhR799xIOp12lkHYacALboa8TdQ9yGyTNel02WcFmA1QzBN2iHXiCPTMCfgsjevBD3VsZhGA3rpAeOFYdCQOxTyZi1ibAxAYHahBuPSddJLZIxRhVCvEycHjGZSnNPPVTXVIYRhAPmCj54CPOkbFouB2TYtnFL2X9CF0Otz9YZjM8OgtlRQmywYzEesIZ0As2TiNagSFdWadDZNQgwNE6pMIupEOESgCY104US1BiG4TOrSuVNWstA0oF5qKcRaahghgLE86ZGNZCUII/A5StKvsOyWKlFJ6nhVs3rveo1amgo9pwAWihAqI9GTxPaX3dHxc2k9VYHTp0/j8uXL2LZt27RY9UGPmqBas0KeCiHQ09PjzXqa58Eq0SxYsGDGE00whBD4+Mc/ji9/+ct44okncPvtt8/K+6h48MEHb1rbrDnmVLLJZDJte5Y34tbpOA7279+Per2OJUuWTJsA1g6Ndl1rgECPNplMYv369Vi3bh2KxSKGh4dx7tw5HD58GF1dXRBCoFgsYsuWLejq6prUOW18wTr0dEeRzVXBXU6LsjTAIhmZOi1qYflFUgsFF8B43jfEqtUIGMAYmKET0sgwgBjNa4QQNMwuV3zTL/8i/WMHw9BJOTo7Cmg+z4Zpmm/W5c1aOghrynYV0zQIWXWhUARKFWCgj5JUDYTOAqhC6OCS6YEAgMbEIImTcB26TrXQdhLZDB6xSjwfqOom2C4UIIgw0JhoGIMYHScEmjI88wilUgtOUMtLMEYIOcOAKBSkqKZNlhOaRqRPIaQz63U2Y6o6KZbJXK9a8+0CDN1vSTbP2hTXxiaLapEvwIM3a7ShgGmQD06lCpHN+X/HGJiu4Q3vfxUiscmBe5Te4bVr17Bt27YZm2EoteaBgQEIIVAoFDAyMoILFy7gyJEjSKVS3gaQMYY9S/PGrgAAaoNJREFUe/ZgwYIFHbsLMxFCCPyv//W/8LnPfQ6PPvrorCeaWx1zKtnMtFtnuVz2bKEHBgZuaFjYzLOZjDVAOyAAYwypVAqpVAqrVq1CsVjEwYMHUa1WwTnHiRMn0NfXh/7+/uuK8sVTUbzjt16Nv/3jf0EhX4dl2dSWV9Dlao3aIFXdJ0IK0EIfj9Fi1ZWBKJVo91ytApkMdWpkm4oZ5DEjerpomK9gu4A/V1DWxWC0oIala+bYGM2SHMdbxAWTXBsJEGAKziwCcwoALJEgvxfbofOq1cDMEC1sXWmCAxdKnv0BhAASMXIhrdXoOnXNW6g7WRIwwK+8HAfCcaCFQhMLVQJ0P22HmPLhkN/WA/yF1jThkSIBal9VJGufQYpzCh/u7J2UapNJYuT4OFUeUiCVSRkb75kKhQB3AvVqhXhzpe2ALW0GYlF6JKpVaJEQQZabjxFArHkVZjxGsydXkF1FjVp5ohxQYWAMuqHjhW+9B6//tZdMfC+90xQ4fvw4RkZGsG3btllTQGaMIZ1OI51OeyCDXC7ngQw450gkEkin057g5kyHEAJ/8Rd/gU996lP4t3/7N2zcuHHG32OuxZxKNp1iOm20XC6Hffv2YeHChVizZg2OHz9+Q604VdlMxhpgsooA1WoVhw4dQjgcxvbt2yGEQDabxfDwMM6ePYtwOOwlnkwm0/Y4d792KwaW9uHp7+5D9tIoHNvF0NU8zu07C1vN6F2X+vghk9oepumLI+rUi/daUJw4H5ALJWQlwjQNbKCPkFjBhdXUqY+vBCHVcFnK5gcl9eUNop+p969JdQIFuQXAUkmwnh4SgAwMnwUAxKLEHdINAhGEQvT+mkbXYhpAJEQ7cIMk8if0vlHHVkkREijRDlIcjHicZmSjZHsg9Lqvbq2qDoX+avuG8t+d5gYK5ec4NPdRBniRCEnUBEdwhkHX3qm6YYwqEKXMwECwaI1g38TDMtpXl8HQJOosEgYfHSWFBqVLaBFXCTJ5rtm6Ar/0B2/Eup2TqwyEEDh27Biy2Sy2bds2rWH+dCMSiWDhwoXIZDIYHx9HV1cXQqEQTpw44YEMVLttJhKgEAKf/exn8ad/+qd4+OGHsW3bthm4irkfz5lkM9k2mhACFy5cwIkTJ7B+/XosWrTIO4Z93dbI9c/hwIEDEwIBgpDGiRQB8vk89u3bh76+voYZlRLrc10XuVzO6zED8Kxqe3p6GnZbKzcuwcqNSxqOXyvXcfgnx/GJ9/4dKiULIhqRVUKdkg7gVRLebtVxISBILiUSIYdL1b6q1+VwPumRO4WaDRWLXmsHpgnU69BiMQjbat+WAWQFYRIiLZ2iSkypNHd1kZijWqiDC3+lCoQjECEDeirp80UAqlC4RQlPWgrwy9cmJW3OTMMfitdqYD3djaKYKjSNBu0AzT6qVYBptHAbBlgk7CO1JtrcyBYmi0n0F+eE8gteazgkq6cELfS6Dua4EnkWOBTnELEYWVQ3J1bGCLEWChFCjKmEQaoHTLZFhePQdWVHvdZZA+AhHCJEWiImr6vpuWZ0HuAceiyCl/7i87D+rtWTuPP0vTly5AjGxsZueqJRUalU2rbOlJLByMiIZwmtEk8mk5mSLA1A1/r5z38ef/iHf4jvfOc7uOuuu2bjcuZkzKlkc6NtNM65J9u9bdu2htmHruuodeIjTCIcx0G9XvesAToBAZqtAdrFtWvXcOTIEaxcuRJLlixpe926rqO/v9/z0hkfH/ceeMWc7u/vbzvcBIBIPIyNL7odoUQMNYfB5YL4JtKLhYUBzw9eAlsFGBAJQctkKCEFr0E5fjoWeN6iczbIblmo9oxpUrtFDezrHUiKag5gGNSOKpfpXEIhaqsZukQ4CR9lpo7BOUSt2np+6nNwOFDMg/X1gJfKxNy/XhuEMVKu9g4iwAsFknFRNg6GLuHkgBjP0+vVrEUIn7tj2b7B3ERhkj0yxgvQurtIKoZLcVNAcoA0sGhESg0Jer+glI5K3HULLB6DSCZJ6UAN7GXCZRCkpK0iRnMWJu+5MKXJHhdAJg1RKPiQawhAM0h/TikyGDq5oNbr0r+GPgfhumAAIskIyloOP/nJTxrQX+2ecyEEDh8+jHw+j23btk2K8zbTUalUsHv3bsybN69lRqNABkuXLoXjOF677eDBg+CcTwgyaA4hBL7yla/gt3/7t/HQQw/hec973mxf2pyKOZVsAEo4zQZqk2mj1et17Nu3D67rYteuXS27oxtBtBUKBRw6dAgAsH379ilZAzS/7uzZszh37hw2bNgwabACY8xTiV29ejXK5TKGh4dx8eJFHDlyBOl0Gv39/ejr62tSqtYwb2EXKmULbtWiOYcQJOoYDhGnRMqM0B8waDVLckJYK+pMckS0vm6qkDgHM0xoukaWByHTF71UA2m68NYWDZMKAbL1JSwbPJsL/I2Eb7fDDXABrXlupMKq+wKltRqpFcTjnYmPDGQzzRgpLiu+kGWDD4/QIqtrVL1EwmAhk6oeBghdk3L6hE5joBacUHDj5spWDdbjMSAWoUQdj9E59nRTG0yhCJMJL2kFUW/Clq2roI2AbZPgZSTS+NkZOlCpUOLWDWpzxaL0edQtcgpVlgQBEVcWjRIYwXGoXanr8j1qhGJ0HLCwgB6NwpVzQUCACYFoKob7fulFeO2b7vUqcyXbpBJPT0+P5w91+PBhFItFbNu2rWUDdzMimGiupyJvGEYLyCCbzXrfQwUy6O3tbTFHE0Lgq1/9Kv7rf/2v+Na3voUXvehFN+Hq5lbMuWTTLq7XRlOosEwmgw0bNrQd6E032SggwOLFi3Hu3LlpJxrXdXHkyBGMj49j+/btk+INtIugbtSKFStQq9UwMjKCkZERnDx5EvF43JvzJJNJvOIdu/Dlj38HrsvhVBngkiWBKBTJ2MqbzTC/xSLQWjXoOoSugw+NEExXzcIZDfO1eIz8ZXQdgnPwYpEIm9lRHwKsaWQ1HY3Qrtq2IDjtsFkkRGKTo+PUTotGfYuBpp28d85Aa0JSwqa1Oi2wnNPiHYsRVDdgR4CQCaSTEJUaUCxBy6QpeaiEI4f7WjLjQbUB0HkZOlg6BT0eAx/OkeSL3QQbZoyqNUMHkklK7qbP4REAhO0QH8a2vfuj9S0g0MbYGDmCMtB8KpGAGM8Tj0pprAHe/EaUSlSdAgGkmdEASyeelFQD0DXSw7MD0kRCAK6s0oJzPQFwu+YDH2wHPcv7UBsvo1YoQ2MMi9bMwyt/5aV44Zt2wjSNBtfKfD6PbDaL06dP4+DBg+jq6oJlWeCcY/v27TdN3ywYU0k0zREEGaxcuRL1et1TMjh37hwMw0Bvby9OnjyJF77whfj+97+P973vffja176Gl73sZbN4VXM3nhPJxpBthHbmZyoZrFixAitWrOj4wEw12TQDAdLpNM6dO+edgwICTFZ6Zt++fQCAHTt2zOgOLhKJYPHixVi8eLEnWDg8PIzdu3fDMAz0rOnFz711G5789n5cKFdpdwqamYhSiRaVQAVD+mACLau4KWGvqu+v0FOc5OVFdxftpG3hgw/yRf//M0Dr64GwHfBsjhZR2SZjiQQ0yXFhoAVRy6TBpexOwwzBMADIthXQWjUpkul4AayvG2J0TBqpcWiJhA9k0KXtxHiRkG4AUCzRZ6jQaIwBsVij06QKx/VmVCweozZY8/OlwBBamKRdrDrBxyFIsLJQJKiwABSfR8ukwItFX8eNMWppVargjktimdkcYNvQVBIxdMAM0dzEssm0TiUXJeOjPl+1oZCfHRyp5jzRd0Mh+xquScOiVfPwlve+HPF0FD0LuhCOhaHrra3NoH/L6tWrUSqVcODAAdRqNXDOsXv3bg92PBmy5UyEmtEMDAxMOdG0C6XfuHDhQk/J4PLly/jN3/xNXL16FUII/NIv/RLWrl07Q1fw3IvnRLIJWrWqB1EIgVOnTuHcuXNtUWHtjjHZZNNOEUCBC9RMpp22UbtQNrDpdHpK8jjTCdM0G3aTisTWvymBF83fgIc+cwC5Q4EF3HU9UiMA6t+7Du2GuQ/HFUy2NxVTvIEgqkmbgjoh1tQixyUJEaCf93RBgFFl5JFMmayyChBdGVIdUFVDoUCwYkngBECouEiYQArlMs0LlHK0uv+xKFAqU4IZ00lmZ3QUolqDq9BYpgHoBjTGWrpwHnlUXmMDR6k5XC6h3qHOi7XirpSKxG+S5ygYI+O3QBXJ4jEITaPqI3if1WZAtboMg5xGLQssGoUmLQ6E43qghpazlZVU488kkGGiqkJdd8hs2JTAdZHMxLFux8rOf9smXNfFyZMnoes6nv/854Mx5s1BFNlStaKChOeZDJVo+vv7sWbNmhnn0QSVDD7xiU/g7W9/O97ylrfg3LlzWL9+PVasWIF///d/v2nM/bkScy7ZdJrZADSkN00TjuPg4MGDKBQKuOuuuybVkppsslGKAAAagADBcwDgneNEuzA1SFyyZMmEVddshHrgC4UCOOfYsmsT0ukB/M1/+xeUz11t1MnSNGi6hhV3rcGZAxf9AXdwXiPQinQCAi0u7g2VhW0TukyGAKDFomS8phKN+juJxOKlMjTJHWGRCDluXhummU6wErQdiGyO5gqVCrXIQiZUL0kYBpBKAtkcaZOZJhCSci9KT80wfISarrW/ruD1tZs5eVeG64MBVGsy+J625B4Fj2sYVGm4TkcYsgjOahijak0hAWvlzueiMSmcKQLnIqtXx6EE3MlOOhppNVXTGF74xqlBdl3Xxf79++E4DrZs2eIlknZkS0V4zmQyXtUTi8Vu+Ds024kmGI888gje+c534otf/CLe+ta3AgCKxSIef/zxm2LDPNdiziWbdsEY85KFMi8yTXNK/jaTSTYTKQKoh9K2bU/XaKIH9cKFCzh58iRuu+22KbmKzlQE7Ql27NiBZDKJpUuXYsmSJfjCH3wdJ354BK5lg2kM0WQYL3jrTiy9fTm+dGEM9ZFxOWswIBhocbFtWnSUZlrTHIV8XjiE4A2Jxuvxw+extKDTAFrw5P0WKtG5LoTgAFNQW/lzLqgK0HUwzsHLFVI+yKQpEcVj9P/H842eOmqGIg/lnb8+QRvJdnzr7ObPW52vUq7utNBLCLMXlk08HTQmMmFZ0k6hU4KjisWzbzANWX1KbyIFTGh3HqorqgdUndXPVDUXjVCyU+9tGvSzukXXqIihAPqWD2DzC9a1v9424bou9u3bRxufLVvaWh23I1uOjIx4sx7FO+vt7UVXV9eU223VavWmJZrHH38cb3vb2/CZz3wGP//zP+/9PJlM4r777pu1953L8ZxINgAli7GxMZw4cQLz589v0U+bzN9PlGyupwgA0Ozo9OnTmDdvHnp6etq+RqkAXLt2DVu3bkVGeaTcxLBtGwcOHIBt2w32BACw6vYF+ON//A3ks0WcHjwL23bQtTSJslXCpTNXEE+HYBdNuKWy7PszieyqQ0vGSYqfu9SCUUlB7cgN3W95Ad5iyZIJqQAg9cbaJavgvaxWgZ4uKaGidMzkyihnKcLlhDAzTWi6TsTQaJS4QvkiJYJYjFpP6nOPRCRE2/CBAlwAsRABCtrJ3FgS/aU1fdaaHLCXymCCA8kEgS6awzT9mYy61rpFkOxYlGZg6n5Ua3S+TSRX7z5pGriQsPLgsxycaV2vytI1QO0FhPAN6ao1alMqTTiVWMby3iaBaRqE4Ej2pvH7X3vvpL9/juN4iLTNmze3TTTtIjiPdF3XawsfPnwYjuN4VgKTgR1Xq1Xs3r37piSaH//4x3jLW96CT3ziE/jFX/zFm9rRmMsx55LNRLDho0ePYt26dViyZEnb10wUnZLNZBUBOOfYtGkThoaGcOzYMdi2jd7eXo/rYhgGbNvGwYMHUavVsHPnzltCTqtWqxgcHEQ0GsW2bds6frHTvUls+bk7G3525513wska+Ne/fQKjlzncspS7cQAjHgGr1+GkEnArVV9FwDCI/CkEiUYGiZgymGmSRls8RhwONyAMqgiwwcXCdsiJM50kpJZKDFKdmIXDNJPhnBJIKuFXXIbuc00abLKlREupRJWG4s8A0tkyLlttnBKpoQPRMFCtgxcKxHdRRm0A4ApKLpYNloiD9aaJH5Qv+klLkjZZNOrPW6TUjMgXocVjhGALKDIQyTXZQHL1rsEwidQpnyuhWnEKdh0KEeIuWLmpUJuCYOg6qUfkZZKUcj1em1N5HMnWNtN1vOjNO/GO33sAPfO72j5XzWHbNgYHB6HrOjZt2jTtmaWu6x6pWekIjoyMNMCOVeJpNlBTiaavr2/WE81TTz2FN73pTfj4xz+OX/mVX/lZogkEE80DklscjuM0JAXOOY4dO4aLFy9i1apVnh3rVKNWq+Hxxx/Hvffe6z0AQSDAli1bJq0IoB724eFhDA8Po1KpIJPJeOZHmzZtmvTubSZDqRL09/dj7dq100L1CCFw9KlT2PvoYZw5dB6VUgWJ/igW3zmANZtXYOjYGJ75l4O4cPIaKoUqXIdDi8c8mRtRLNOCDngJR+/rpQZQrQYYOnipJBFS8NpsLBr1k4M6F0MHwEgbTc031GIlB+/KHlmUy4R2A/PFIIPVk4Ly1mpkAR2LURUWfPyVvUAkDBaJwL16jXb8uu6j9gIzHBaNkHWAajmZBnh2lPx/TANaMklDe8GpSgy6YAbgzwzwW2BybsVdCXl2eQDmLbzqkEUjxKsplcBicaqyAKqUgvp13rWF/KTMNCAkeTf5omfn7QWTrw9WqZqGRXcuxf/3yG9N+lmybRt79+6FaZrYuHHjrIFjFOx4ZGQEo6OjME3Tm/NEo1Hs3bsXfX19WLt27awu/nv27MF9992Hj33sY3jf+973s0TTFHOusgmGggzbto1EInFDukRBRJvyx2kHBFAR9BIHGoEAzWKa165dw+HDh2EYBsbHxzE4OOhxXWZLTLA5hoeHcejQoQlVCSYTjDHctms1btvlS40IIVAqlTA8PAwWEnjxsk2ojjgoXath9FIRj/7TXghJfERvF1UInsUxCKkWj0nJHBssFPbslCE4EQcZqOII7PKZ0voKhcgKWolYBkPNiBgjAEIyQWrTwTaUplGSUsROy4YwbEpUAc4JwiGqaMYKjaAESHSdCtclrpBuNN5nr7KyPW05pmsQjgBqVVrc1QIu/05Tf69QVypxVV26F6pKCYA1mGFQ+06qOvBigURKNQmmCIVkq1MCByJhSqJKgUDT6DwKxdYKSP1NMNkwBhY28bK339PpsWkJy7Kwd+9ehMNhbNy4cVbhzEHYseu6GBsbQzabxZEjR1Cv1xGNRpFIJGBZ1qwRR/fv34/7778fH/3oR3+WaDrEnEs26kMqFovYu3cvUqkUtmzZgsHBwRty6wwmm0qlcl1rgMnwZwDg6tWrOHLkCNasWYPFixejXq9jeHgYIyMjOHXqFOLxuCc7M1v+6BcuXMCpU6dw++23zwqckjGGZDKJZDKJlStXolqtekTSa5eHkfphDMW8TdwX24Xo7oYoS/ixy8ErFWiGQTDiSISqGAa/rVOtQwiClItQSLbN5O/DITAhwK8NN816lOaa5u/kXZcWUMPwbAyg657nTRAsICoVYt3HY3Q+4RBVVqMV2mAUS2DJBBmBBfxv1PtquuFbHwP0/x0XLBwGWzBPIuUsgmqbBmAm/SQUdAoNRiRM7UTDgN7TDbgO+Og4RLkMDzQgOV4AKHkqv5t6yW9NGgYRSTmHgKB7LwRELAKM5cGrVWjxuEQCisZz0XXSP1ObBU0DS0Rxxwtvx0tet3VSz4tlWdizZw9isRg2bNhwU3gzKnRdR29vL+LxOIaHhzEwMIBkMomrV6/i2LFjSCQSXjuumeU/3Th06BDuu+8+fOADH8CHP/zhnyWaDjHnkg1Au/T9+/dj2bJlnlbRdG0GVKgWmHLt60QCnYr0zOnTp3Hx4kVs3LgRvb29AGiXFSRZqvL+2WefhWmaXuLppOI8lVCS7ENDQ9i6davnzz7bEY1GsWTJEixZsgT1O+oYOjKGx/7vPlQqHMIRHjFSC4chTANibJzEOuumr/OlFjkFkw6g2lg0AqbplDCKcsai1KSDYRoQTFYTlprrSEl/ITzwgLBsCI3R4L1a9WHfjFHF4jhUKai/dx2IsXGwTJpmOUGLY4B8anSdgAnyv+FyIr3GY+SvEwpBjOQgKpz+WxJABQQlU6uphWcavv4cQFVN2IQ20AdRjEIUSl7So7adSRYNAN3TIF/KsiDq8v8rYVDI2QsjCLSoE0eHEjgATUMoGYUeD8POV8CFAEvG0L2gC698+9146f1bkExffwZZr9exZ88eJBIJ3HHHHTc10agIos5U62z58uWwLMtj+V+4cAGapjVI6EynzXf06FHcd999+C//5b/gd37nd36WaCaIOTezOX/+PA4ePIgNGzZg3rx53s8PHDiAeDw+7ZmNEAKPPPIIAGDjxo1tK4BOHjTN4bouDh8+jEKhgE2bNk3KSVChaVTVA8BrtXV3d0/5QXddFwcOHEC1WsXmzZtvCRhBGdNZlgW9GMPuhw/gzKGLcIWD/Hgd+XEbnAsIQ4PIl6iVBJp7aHKBFM0JRIZH3jRDQK3qMeGFbRP02dBJbidK7pB8dKwRUSYXZE3Xwev1gLQLA4vHaHiv7J9NndpGlk0tP8EBTaeKwXEIeaZmTDqJUMI0wTQJFnAcqlricfKaMXRKhIUSJUtNGtZJ2R4WjdD7qWOahmfj0BC6TomtUgEU0bPhJknIdDNqTemzaRq07i5pqCeVF0YCqs4AEAohnIlj2ys34T//9/sQS0SQuzaO8bFxuDrNQizLakB+dWpF1Wo1rxtx22233dJE09PTg3Xr1nX8DnPOPXHbkZERz0pAXeNkvk8nT57EK17xCrzjHe/Axz/+8Vtyvc+lmHPJplqtolQqtQzr1UxkOnIPCghw9epVbNiwAQsXLmz4fbMHzUTWAErwU9M0bNy4cVqaTkrFWQEMFLKt2Sa6U9TrdQwODsIwDGzcuHFWWNbXi1qthn379iEUCuHOO+9sAUR849OP4B8/8ygcywUHwLlLFUKlCoTDlASq1cYWFeDPa0yTFAQAak9JtBsA6d+iN3xGQpNVSaksLRBI4JO5vOF9tO4uqkIkGIHFY0AqAT6So/NTQwymQUunAMcBD3rtxOM0dwqHADA6FwkOoMoI/vynUpX8FEbHDyL0MmmwWBSwHEpQGnw4ufciBkQoKYmhbPsPgtH/cGnZzNRMRiZVT0hU0yCKRUDTPUKrHjExsHIeXnD/Frzq53cgnmxVXBZCoFwue4tyoVBocLVUreFarYbdu3ejq6sLt9122y3Z4atzuF6iaRfqGrPZLMbHxz2NwU6K1WfPnsUrXvEKPPDAA/jzP//znyWaScScSzac87a+M8r87LbbbpvS8YJAAMuycMcdd6Cnp8f7/URAgOYoFovYt2+f94WaiQcsOHwfHh5GuVxGd3e3V/U07yJn4xymGkqCp7u7G+vXr297DsMXc/iDt38OuWwZlu2CgxGM2rbBHQsadPBisT15UbXAQiFSUbap5cNiMX/3r5xHAaoabJvmK0FSIgCm6+DlsqwoojQTsQKD7/n94GN5csOUVRcAT+lA6+kmwziFhotGgEoVen+fP2xXPCD1TdJpwC6qBAP35k0qDIMcRUNkU+CJfGpNyUZjnm23yI21/zAkQo7Xag2IPSY12zRDh6Yz9HTH8LJfuAf9K/rBuEAsGUHfoi509SaRzEwexBJEfuVyOYRCIXR1dSGXy6G3t/c5mWiaQ2kMqmsEgN7eXoyPj+O2225DqVTCvffei1e/+tX49Kc//bNEM8l4ziSbU6dOoVqtYsOGDZM+VrMiwFNPPYXVq1d7UhEKCKA01yZ6QEdGRnDw4EEsX74cy5Ytm7UvVKVS8Vpt+XweqVTKsw+o1Wo4cODALZG/UTE2NoZ9+/Zh8eLFWLly5YTn8Oz3DuD/ffJhZK8VUCnVIDhHKBLCsjX9OH1uHJWzlxvaWwD8CiKRoGoGAIcALBtaIkEVhQeBlsz5YtlnxQdD7fpdMhxjySSRKVViiISBni7w8xcbuT/qPDgnlepqjdp9kTDNUjgnt9CYbLU0+9eEiATKh7LETwmHAMcmdWmAKibGgEQMYnSchvVAQOxSHsckEILIjTVybppD18Eti+6BgmWHw2CRMF7w2s3Y9ZpN2HDPWsTTM4uMdF0XV69exYkTJ7yfTYVoOVOhEo3a/Mzk9yKoWP3e974XTzzxBAzDwKZNm/DlL38Za9asmbH3+mmPOQcQmEi1eSpotHZq0Jqmea2yqQABLly4gNOnT88a2isYsVgMy5Ytw7Jly1Cv1zEyMoLh4WGcOnUKQggPSXMrYmhoCIcPH8aaNWs8B9SJYvu9d2LlxiU4+tQp1KsW4pk4+hf3YMGKfjz0f5/C//2fD4EPZf0htWLaKyQZ6L81XQfXXOmjEgos7IwG/hL63ILwkiQWzTCIee/xVYKvEW2VA4IVjgAooQSgwLxSga54OcFWoK4BEBBjBTDXpefKdUk9OpMBLxR9kEShTP/fsqi64aLxOBojkmi9/VzLO89oBKhWWq6JpZJYvn0V7nrV5s5/fwNRq9Vw5swZLFy40FNzHhkZwYULFzyfJfW8zoSuWadzmK1EAzQqVn/xi1/ES17yEvT29iKVSmHDhg1Yvnw5PvWpT+Hee++d0ff9aYw5l2w6xWTRaBMpAqhjTBYIoAilIyMjNxXtpULxB6rVKsbHx7FkyRLPg8M0Ta/VNh172qnG+fPncfr06SmZvgFA97wM7nldq2Djq966E/ufPIGD37eIP2PbHirKUyRQHjuRCLWS6nVaWKV4pwCoJdYu0ahQH62uQyi3F5XY6hYt8KbZinRTFRaTUOOgaKZE0fFCkSoIaZ0tVGJRZFGJ/kLdArMdIBqB1pUGqnWCIpsGmZu5xKlhygkUoARm23TtyYBCQnObLS6VsXnT9es6mKGjVqxO8pOaWpRKpRYbZcU9W7lyJWq1mtduC+qa9fX1zdjzOtuJJhjDw8N4zWteg127duErX/kKDMNAsVjE97///WmDlv6jxXMm2UxGSLOdNUAwNE1rUCiYKNEofTHLsrBz585bYlcbRL3t3LkTcdluUfYBw8PDOHjwYEPFM10IZ6cQQuDEiRO4evXqjCbcWCKMB//oATz4w6Nw6jqEnFe0kCRjYRq+p1Jg3CU/GGmV7EnLwG0v0QJ41Q2k3Ao04YtiCgHkC+SdM5xtTSiGAV6vg5lGIzxbvYYxH7rdHIx5iU7U60DIBKvWgDjZCzBNI62xVAqsVqc2m1LOVrDvaFRCpnUizdYJ6iw05tkkiEKhUZNNznBYKgFd17Bk5cxXwSrRLFy4sGMrNRKJYNGiRVi0aBFc1/VmIMpO+UZtBG5mosnlcnjta1+L9evX48tf/rIHhkkmk3j9618/a+/70xbPmWRjGMaEbbTJKAJomoaRkREkEomOnugAIVP27duHeDyO7du33xLpGcuyPH+PHTt2NPS/NU3zvqhCCOTzeQwPD+PEiROo1+sNmm03glRTya5YLGLHjh0zroYwsLALXQu6MXLWAVOLeYBvg0SMLJRrdY/YyACgXCELAo0WbXDeurNXIQTNWgp1IGHK+UrFl4Gp1sj+OJmEqJQJYKDeH6CZUiQOaEGdMoClkqRw4HTYACktMuk2KiwbCGtgdctvF3JOCTAShrBADpnKEE1jlEh1DaJcQZi5eO37X4axyhg2bF2HgQXz8Pvv/huUh2uNAAuJQtMSMczvi2HTFJSZJxPFYhF79uzx5oaTCV3XPX5ZJxuBYLvtenEzE83Y2Bjuv/9+LFu2DF/96ldvCfLzpyXmHEAAoMTRHLlcDocPH8YLXvCClt9NZA0A+POZYrGICxcuYGRkpOELECzrR0dHceDAASxYsGBGHPymE+VyGYODg0gmk7jjjjsmXakEkW0jIyMolUro6uryAAZTqc5s28a+ffsghMCmTZtmbdj7m/d/AqeOXJNET+75zbCQrFw0HSKfBx8vQJPcB9adgbAt8EKJ3CoFfF215sdZSrXw3CgliESc4NcaWR0TmgyA6xKiq275NtZCkJ10QrLtq1XyhYnFKIkwRu2tdjMf0wDisUYkmmFI6LUD2C613yQKTQhB7+04lGA4te4YAzLzknj5++9C75K0V02Ew2EMPnYYn/7Nf8T4UB5utU6JJhqGGY9gwYI03vXb92PTi6eG3pwoCoUC9uzZg2XLlmH58uUzckylRpHNZjE6OopYLOYlnnYbwlqthj179iCTycw68i2fz+P+++9HT08PvvnNb96S7sZPU8zJZGNZFppPS2mOvfjFL274+dDQEA4cODAlRQBl26rgxqoNpes6Ll26hHXr1k1qAD4bMTY2hv37989IsqtWq9415vN5JJNJL8GqllynvxscHPTkRmbTXfTv/uRf8M3P/9gfwqtgIP0014E7NAyAQYtGwKIRiFAI/OoQocK6uyBqNaoIpOilqggQiQAM4MNZMCGwausynB2qw7k2TFVEyKSWVjxGNszNZma6DjbQT+4CLidvH9elash2gEyKKqSgEZoye9M1as153jGCCKF9PXSejNG/OUnzmGEDK9bNx+pNS3H20AVYNRsLV/Zj2ys2on91BheunMfAwAAqlYrHdenr68PYhTKefmgfzh66BAiB/iW9WL9zJba+bAPmLZu5Flo+n8fevXuxYsUKLF26dMaOGwzHcbx2WzZLvCLF5+np6YHjODct0RSLRbz+9a9HLBbDQw89NCuk6R/+8If4sz/7M+zZswdXr17FN7/5Tbzuda9r+9pf+7Vfw1/91V/hE5/4BN7//vd7Px8dHcVv/MZv4KGHHoKmaXjggQfwqU99alJE85sdz5k2WjMa7XrWAEBnRYCgbeu6deswPj6OEydOoFAoQNM0jI6OwjAMzzrgZsW1a9dw5MgRrF69GosXL77h40WjUSxduhRLly6FZVkesu3MmTOIRqMewCCVSrVo0vX3998wX2Ey8fK334PHv/4sRnMSTaX4JhojfbFiSdovG+qiSBZG6p7xYhEsnfJQXkxVCZYFUa0B1Sq0SAiRnm6cu1QCL1ehpZLgY+OeHYKo1shbxrYlfBikMJBKgpVKJHcjz5cBPrcmX4CIRACQ4CYiEYhKleyea4H2lto4mQZQKgGukErSDJFYCBvuWY17XrsVu16zGWa4sU1z8eJFnDx5Eps3b0Z3dzeARq7LmJPDhtctw0t+dfuMDt+DoTZ6q1atmpHnslMYhtHg2jk+Pu4Zpx08eNDT6OvkNzVTUS6X8aY3vQmmaeJb3/rWrKlzlMtlbNy4Eb/0S7+EN7zhDR1f981vfhNPPfUUFixY0PK7t73tbbh69SoeeeQR2LaNd7/73fhP/+k/4e///u9n5ZxvJJ4zlU21WsW///u/49577wXn/LrWAJNVBHBdFwcPHvQ+eCFEg3VAd3e314aarVaSEALnzp3D2bNnceedd3o6a7MVagc5PDyMbDbrtRTD4TDOnj0761yi5jg5eB5/8YGv4PLxqxBceDpfDALCIHl/XqsDhgl9Xj/cbA6oVKjyUWlAVkFe1eCSXEvvin6Ml2S1w8h0TVSq9B6uA2E7dJ1SkUBVWIwx0khTaGRNg+AcGufQYjEIy6JWl3zWIARVNBHSRGshq8oKSk/EEE3FsGDlAJ736jtx75t3IhxtPwdQz8TmzZs7mvAFh+/ZbBac8wawyI1ulkZHR7Fv375Jw91nI+r1Op555hmEQiHout7A8O/r62vYLN1oVKtVvOlNb0K9XsfDDz88Kcv5mQjGWNvK5vLly9i5cye+973v4dWvfjXe//73e5XN0aNHcdttt+HZZ5/Ftm2E+Hz44Yfxqle9CpcuXWqbnG5lzMnKRnnGBEO1cqrVKvbv3w+gMxBAETVVkun0ICrJFcMwsGPHDm/4p9SNy+UyhoeHcenSJRw9ehSZTMZrQ81U/zZo37x9+/ab8nAHd5CqpXj27FlcvHgRuq570h0zjWzrFKs3L8WnHv0onvzePnz3bx9FNVdGJpPC7XevxZ4fnsCpY0OwRnIQjkPaZaZJIGbFzwGhwmiYH6GWlgvopolyjQEcgKGRCKam0dyGc8DQwJgG5MYACNJcUygyUwdzHdJv0zSAO2AuRygZxbrnrcGZAxdRHi1CuNwjn0In4zbWlQYvlqX5mCRZmiYiyRje+pH78XNv2oZwJATdaF+BqKr94sWL2Lp1a8tmKhjNw/d8Pu/BjQ8ePOipUUx1ZgfQnHT//v1Yu3Zti8TTzYp6ve6BAVTrTAncZrNZ7N271wPM3Cgas16v421vexvK5TL+7d/+7aYlmk7BOcc73vEOfPjDH8btt9/e8vuf/OQnyGQyXqIBgJe97GXQNA1PP/30nEPKzclk0y7UDu3pp59Gd3d328F5cD6jSJydolAoYN++fejp6ekouRKPx7F8+XIsX74ctVrNq3hOnDjhMftvxLMmCK9utm++WcEYQz6fR7FY9Cx7R0ZGcPLkSRw8eBA9PT1eZTebSJx8Pg87kscv//EbGtok216xEV/4va/j7FGglB0n75Z0WrbXXJ91L2cmjEHClAFoDLbjb1pUXhICUvaGKhqhab6SAQBN15AcyMCAQP7aKJxKHYwx9C7txb3veiHufdcL8aNv78MPv7UXQxdzcFyBeHcClXwFpeFx8GpdWkn7kv+RnjTuun8rXvHWnQhHOt9HBTW/du0atm3bNqXeO2MMmUwGmUwGq1ev9jYN165dw/Hjxz15/cnYXWSzWRw4cADr16/H/PnzJ30OMxlKQTqdTjfMaEzTxPz58zF//vwGQU2FxlQJtre3d9LfKcuy8Iu/+IsYHh7G97///ZvOqWsXf/qnfwrDMPDe97637e+vXbvmqaGoMAwD3d3duHbt2s04xSnFcybZDA8PAwDmz5/f1nFvsooAgM+EV8POyZTgkUjEk9UPzj+m61mjhvCRSOSWwasVaTWbzWLbtm3eTi6TyWDVqlVeZacY4UoVdyYrO8A3fmvXqlm6fiH+2xf+Ew49cQKFXAmVYhXf/coTGOEZWKMF38tGtsJE3QJAFUrXwl7kyw4E1TRo+VSkeGcDmkzXEO1N4fXvfwmWLOxFabQC3dTQv7gH/Yt7keqhxf+Vb78bL3rdVhTGykh1xRFNhHH17Ai+/pePYPfjx1EpVCHAoEVDWLJ+IX7uTdtxz8tvv26iCVa5Nwo1j8fjiMfjWLZsmSevPzIygvPnz3uk4L6+PnR1dTVstkZGRnDgwAHcfvvtDcrrNzNUokmlUrj99ts7fqc0TUN3dze6u7uxZs0alMtlZLPZKfnXqFnH+fPn8eijj3qzsVsZe/bswac+9Sns3bv3liBiZyPm5MzGtm3PijkIBBBCYNeuXS3l7VSkZ1Qf/I477mjZFUwnHMdBNpv15h+hUMhLPJ24PIVCAYODgzdk33yjEbQo2LJly3WTh4KoDg8PY3x8HMlk0ks88Xh82l+IS5cu4cSJE1P6PLJXxvDDf3oGe35wGCf3noFVqtL8BCAODBjSA2m84/ffjM//0b/AtlxwRrwVJijxkPUxGZkJCYXWQib6V83D1nvXYP3OXlSrlWm1oRzbxbULORimjoHF3ZO6N5xzHDlyBPl8Hlu3bp3VKle5WSolZ9d1PU0zADhy5AjuuOOOWZdm6hSTTTTXi2CCzeVyMAzDq3i6uro87t6v/uqv4uDBg3jsscdu2TU3z2w++clP4oMf/GDD2qA0HBcvXoxz587hC1/4Aj70oQ9hbMwXaXUcB5FIBF/72tfmXBttTiYbxfIPKgJs2bIFe/bswaZNm9DV1QVgakAA9WUeHR3Fpk2bJuyDTzfUsFbxXDRN8xKP2j2qXfxUqqqZDsuyMDg4CF3Xp2VRoL7Ew8PDyOVyiEQiXqttIrJsMIQQOHv2LM6fP9/wmU41hq+M41ufexR7/3UPyqNFmGET6+5ajXd+7I3onpfGbz/wKZw/nYPjcgjmm4ghZCCsA0uXdyE6EEGmJ4PN99yB1RsWYd4iOpdKpeIlWAUdn4kE2xyccxw8eBCVSgVbtmyZNevidhEkWV69ehW1Wg2JRAILFy5EX1/fTfdJmqlE0xxqNqkS7O///u/DMAxUKhWMjo7iiSeeuGXtQqA12eRyOVy9erXhNffeey/e8Y534N3vfjfWrl3rAQR2796NrVvJRfXf/u3f8IpXvGJOAgTmbLJR1s0AvC/gj370I6xfv95jzitYMzBxolFsfM45Nm7ceFNmI+24PNFoFKVSCbfddtste7AVYTSVSs2Ik6Lrut7uUZFl1YLc3J5REXQY3bJly4wMYjnnGB8uIBQ2kejyOUQn9p7F3/z21zB0ZRzVsgXXFdAMhr6BFLa8eA2W3N2D1etWXRd915xgw+Gwl2BvxHXVdV3s378ftm1j8+bNN00puTmuXr2Ko0ePYs2aNeCcE6x6bGzWUF/tYrYSTXMIIfDss8/iwQcfxMmTJ+G6LrZv34777rsPv/ALv4Bly5bNyvs2R6lUwqlTpwAAmzdvxp//+Z/jxS9+Mbq7u7FkyZKW1y9btqwBjQYAr3zlKzE0NITPfe5zXjtw27ZtP4M+TzZyuZxnxBQEAjz55JNYuXIl+vv7J+1BM102/kyGgmqPjIzANE04jtMgKXOz5jX5fB6Dg4Ozpo4QTLCqPaOuU8Fw1b0oFovYsmXLTdk557NF7Hv8CPIjRZhhA/OX9yPaE8Ll7IVpQXqDcOOg6+pU0VCO42BwcBAAPHDGrYgrV67g2LFj2LhxY4PXU9DWPJfLeRsJNeeZye+SSjTqezqbSY1zjg996EP43ve+h8cffxyRSATf+c538NBDD+Hd73437r///ll772A8/vjjLSR1AHjnO9+JL33pSy0/b5dsRkdH8eCDDzaQOv/iL/5iTpI652SyOXXqFCzLalEEePrpp7Fo0SIPsns9IEAul8OBAwcm5b0yW6F4PJVKBZs2bfKqm6BZWhDxNVs7W9W+W7VqVdtd00yHas+o66zVaujq6kKtVgNjDFu3br2lu/gjR47MyAA86Lqq7IXV5zmRp4tt29i7dy9M08TGjRtvySYI8GdmmzZtmnAw3tyGsm17xrxrLMvC7t27b1qi+chHPoJvfetbeOyxx7Bq1apZe6+fRWPMyWTjum5b0c09e/agq6sLixYtum6iuXjxIk6cOIH169ffst7lZOybFTx1eHgYhUJhVrg8ioV+M/x4OsXY2BgOHDjgATnUdd7suYC6F7NBnlUWyirxFIvFtiKTSjQ2Go3izjvvvGVOj0F1gqnMzNpp8CnvmqlSAYKJ5vbbb5/Ve8E5x+/93u/hq1/9Kh577LFpWcz/LKYfz4lko4AAZ86cwenTp5FKpTAwMID+/v6WhSooib9x48ZpD55vNJR18lTsm4NcnvHxcU//6npaZp1CCIFTp07h8uXL2LRpU0cW+myHmr8pTasgdHxsbAyJRKJBs202drZBQMJEjPyZjFqt1nCd8XgcXV1dGBkZQTqdnpGZ2XTj/PnzOHPmzIzcC3WdIyMjkxLTVGFZFvbs2YN4PD7r90IIgf/xP/4HPv/5z+PRRx9tS5L8WcxuzMlkE7SGbgYCqEHt0NAQxsbGGsQlw+EwDh48iGq1ik2bNs24JP5kQ7XvbsS+Obgg53K5KXN5FPpOIfmmk6xmIhTMe/78+W3nRLZtewtVNpv1Bu8TQcenGkGi5EwBEqYatm3jypUrnuOqgsi347nMdij4/5YtW2acvBgU01SIzHbs/pudaP7sz/4Mn/70p/Hoo4/izjvvnJX3mUhY07Zt/M7v/A7+9V//FWfOnEE6ncbLXvYyfPzjH2/ovDyXhDWnGnM62ShYcycgQPOCzBhDOBzGHXfcMWML1VTj8uXLOHbs2Iy276bK5XEcpwHhdDOhtMFQSVdprV0vgtDxbDYLxphX2XV3d09rQVJyQKOjo9i6dest24CUSiXs3bsXAwMDWLVqVQvPRS3Isw0YOXPmDC5cuNBWU3CmI8juD86zurq6cOnSJW9GM9uJ5i/+4i/wZ3/2Z3jkkUc8iPBsxHe/+1088cQT2Lp1K97whjc0JJt8Po83vvGN+NVf/VVs3LgRY2NjeN/73gfXdbF7927vGK985Stx9epV/NVf/ZWHLtu+ffucRJdNNeZssrEsa9KKAOPj49i3bx+SySR0Xfe4H6rV1ok5PJMhhMDp06dx8eJFbNy4cdZYyK7rei6dw8PDLVwexaEJh8O48847bxnC6dq1azh8+PC0k65aqNRcwHGchsH7ZK4rCM6YDHF1tkIZji1atKgFqBLkubQTf52pjUKz3trNru7UPOvatWs4f/48OOfenKevr29W2qdCCHz2s5/FH/3RH+F73/sedu7cOaPHnyg6CWsG49lnn8WOHTtw/vx5LFmy5DknrDnVmJNyNYcOHfJkJq6XaJQsv5I/Z4x53I+hoSHs3r0bpml6iWc2Kp6gffP27dtnteQNwk/Xr1/vQY0PHTrktRszmQw2bNhwyxLNhQsXcOrUKWzcuHHaQ/igDMnatWu9BfnMmTM4dOiQh4Tq7+9vi4RS1Z3iUNwqh0Ulz9+pumOMIZ1OI51OexJBimB57Ngxb253Iwuymt1duXJlynprMxWMMYRCIYyMjKCvrw+rV6/22m1nzpxBJBJpmPPcaLUjhMDnP/95/OEf/iG+853v3NREM9nI5/Oenh3w3BPWnGrMyWTzN3/zN/jsZz+LnTt34v7778f999+PhQsXtuwIVUtgw4YNntQGQAuyUjVWlcDQ0JDHmg9WAjeaeCayb57tCPry9Pf3Y//+/Ugmk6hWq/jRj35007k8qrq7dOkStm7dOmPzgE4LsuKHpNNp7zONRqNedWcYBrZs2XLLkq6S55+KP1GznlnQg0gtyFPZNAkhcPLkSU/Y81bN7trNaBYtWoRFixY18JaUontwzjPVz08IgS9/+cv47d/+bTz00EN43vOeNxuXdENRq9XwW7/1W3jrW9/qtTOfa8KaU405mWw+9alP4Td/8zfxjW98A1//+tfx0Y9+FFu2bMHrXvc63H///ejt7cWv//qv47777sMrXvGKCVsCwUpAcQWUu6eaCQwMDExrSFupVDA4OIhEInHLCKOA37Jat24dFi5c2ABNPXv2rFcJzCaXJzgb2b59+6wuasEFOYiEOnnyJGKxGCzLQiKRwKZNm27ZZzIyMoKDBw9i3bp1025/hEIhLFy4EAsXLmyYZ+3bt897dvv6+tDd3d32OpVSw8jICLZt23bL5lUq0cRisbYzmk42CadOncKhQ4c8a/PJqDgLIfDVr34VH/7wh/Gtb30LL3rRi2bxyqYXtm3jzW9+s9fm+48Sc3JmEwwhBK5du4Zvfetb+PrXv47HH38coVAIyWQSf/u3f4vnP//5024tBOVkXNf1Hvienp7rJh41J5otNv5kQgiBCxcu4PTp0y3VXTBmm8ujZiPVahWbN2++ZbMRpZCg6zps20YoFPIqgRuRlJlqDA0N4dChQ7MmZhkcvA8PDzcQLJUVhBCiQdH7ZmucqbAsy+MUbdiwYcobOvXsjoyMNOjT9fX1tUVl/tM//RN+/dd/Hf/v//0/vOpVr5rJS5lSdJrZqERz5swZPProow2KDc81Yc2pxpxPNsE4ePAgXv3qV2PevHlIp9P44Q9/iLVr13qttvXr10878eTzeQwPD2NoaAi2bXuLVG9vb8uuUVUSa9asmVWb3Ouds4Lzbtq0adItq2YuTxA6Pp1qxLZt7Nu3DwCwadOmWzYbUXbWCmLNOfeAFCMjI5OqBGYiVGtvouQ/k9GOYJnJZOC6Lur1OrZv3/6cTTTtjqfkcxQqs6+vD2fPnsVLXvISPPzww/iVX/kVfPWrX8VrX/vaGbqK6UW7ZKMSzcmTJ/HYY4+1PB/PNWHNqcZzJtkMDQ1h7dq1+MAHPoDf/d3fBUDVxb/8y7/g61//Oh555BEsW7YMr33ta/H6179+2pBKIQSKxSKGhoY8mZXg7OPSpUs4e/bsTVtM2oVSwy6VSti8efO02yM3yuWp1WrYu3cvYrEYNmzYcMtaVmNjY9i3bx+WLVvWVlCzXSUQ1GybqQSpGPnXk36ZzahUKjh48CBKpRKEEFMyTJvJsG0be/bsmbFE0xxqFnvy5Em85S1vQblchuM4+I3f+A187GMfuyXmZxMJa86fPx9vfOMbsXfvXnz7299uqHi7u7u91vZzSVhzqvGcSTYAcPjw4Y7M30KhgG9/+9v4+te/jocffhjz58/3Es/mzZunnXjK5bKXeEqlEjRNw7Jly7BkyZJbsotXlYQQAps2bZqx+ctUuTxKIaGnpwfr1q27ZUx4NRuZrKCm2kyoSqBcLs8I1FgRJW+WOkG74Jzj8OHDKBaL2Lp1KzRNa1CqVoZpqq04W5/ZbCea5vjud7+Lt73tbXjFK16BM2fO4NixY3jhC1+IL33pSzfVznoiYc2PfexjWL58edu/e+yxx7zZ0nNJWHOq8ZxKNpONUqmE7373u/jGN76B73znO+ju7sZ9992H173uddixY8eUd+DKvrlWq6G/vx+5XA6lUgldXV0YGBiYUT7ERKHcPWe7kghyeVQLKojgU5ba7XgjNzNmQlCzUql4bcVCoTBlu+8gf+VmECU7RdATp53IqfpM1fyDc96gVD1TiD2VaCKRyE3RfXvsscfwlre8BZ/5zGfwjne8A4wxnDlzBt/+9rfxa7/2a7dM7PVn0Ro/lckmGNVqFd/73vfwjW98Aw899BBisRhe+9rX4v7778fdd9993S9ZtVrFvn37WkiS1WrVm/HMloBmMJTsy8DAQFtb7NmKILlyeHgYjuOAc44FCxZg7dq1t6x1NhuCmvV63Wu1jY6Oel4unYjBwbnZ1q1bb9nuk3PubYa2bNly3QU2iPhSreKgI+l0N043O9H86Ec/whvf+EZ84hOfwC//8i//1Ngn/7TGT32yCUatVsMPfvADfOMb38A///M/Q9d1vOY1r8HrX/96PP/5z29pi03WvlnBb4eGhjwBzf7+fgwMDMzIcDabzeLAgQO31N0TICmeo0ePore3F6VSCZZleXyIvr6+m8bluRmCms1tRdM0W8zSjh49ilwud0tlcJS9t2VZ2LJly7Rau0Gl6mB1p4ikk4mbnWie+v/bO++wKK+0jd9DlSKEJm1BwQaCoUOAfBu9NNIH0I0liUGym2I3Go0aY5o17rJqomZdk2jWaAxNEteGighRI70oxRXEIDD0KgPDzPn+4HrfMDRnBmYG8Pyuiz+ceZk5L8i555zz3Pdz+zbCw8Oxa9curFixggrNKOCZEpueCAQCJCcnIyYmBmfPnoVAIEBwcDDCwsIwa9YsxMXF4caNG/jggw+kmuA7OzvZVUB9fT10dXXZ9AJZqr0qKirYKhVldfckhKCsrAylpaVsFE/PKihF9eVRVqBmzy2o6upqAN1mO6FQqFSjJNPls6urCy4uLsNyhsis7piGaZIkODO9eZjVv7yFJj09HVwuF59++inWrFlDhWaU8MyKTU+6urqQmprKCk9dXR0EAgH++te/YteuXTKvTphEYx6Ph/r6emhpabHC87TKoJ6f4OWZtfY0ek7wLi4uA55JyNvLM1ICNYVCITIzM9HW1sb6eXpmtimqaEQoFCI7OxsikUhuXT77S3DuHYzKCI2GhgacnJzkLjTZ2dkICgrCli1bsHHjRrkJzWAJzkD338XHH3+Mf//732hsbISvry+OHDmCqVOnsteM5QRnWaBi0wOhUIj169fj+++/x7x583Dnzh3U1dXBz88PYWFhmDdvnsyfYpltGR6Px0bpM8LTu7e7SCRiDXkuLi5KicRnxnH37l00NTXB1dVV4gm+dx+XoXp5RkqgJrOSEAgEbAxO79Ud43Y3MTGR2ziZdtIcDgfOzs4K2b7sr1OnoaEhWltboaWlJXPFpzTk5+cjMDAQ69atw4cffijXFc1gCc4AsHfvXuzevRsnTpyAjY0NPvroI+Tl5eHevXvs730sJzjLAhWbHmzatAk///wzzp8/D1tbW4hEIqSnpyM2Nhbx8fF4/PgxXn75ZYSGhiIgIEDmyiMmeoQRHjU1NfaMR0dHB/n5+eDz+Up143d1dbFnAUNpU9Dby6Otrc3eqyS+j56BmsO1VSQLzAQPYMCVBFM0Ul1djaampiE3v+sPgUDApiQoK46HSd/Iy8tjk9kNDAzYe5XH/9mCggIEBATgnXfewWeffabQrbPeBk1CCCwsLLBhwwa8//77ALrTK0xNTXH8+HEsXrx4zCc4ywIVmx6Ul5dDW1u73y0rpuInJiYGcXFxKCkpwdy5c8HlchEUFCRzHIpIJGIzr5jYHA0NDdjZ2cHY2Fgp/pWeQZZOTk7D9slZWi+PvMYhLcxWkbq6OpycnCSa4HuKLLOFyqx4eq9k5TkOedB766xnFV9jYyPbeXWgSBlpKS4uRkBAAN544w3s3r1b4X8TvcWmpKQEkydPRlZWFpydndnrXnrpJTg7O+PAgQNjPnpGFkZkEKeyGMwUqKKiAmdnZzg7O+Pzzz/HvXv3EBMTg0OHDmHVqlWYNWsWwsLCEBwcDCMjI4n/wJh9cG1tbdTX12P8+PHQ1tZGQUEBCCHsZCxr8zBpaW9vR2ZmplwaW6mpqcHMzAxmZmZiXh4mWLJ3X57MzEzo6OgoxBg4EB0dHWzkijSH3z1DNJmzj+rqamRmZooFT0pqrmR+Hpqamgo5GxkIZmXV84xGS0sL1tbWsLa2FouUKS0thaamJltgIIuRtKSkBMHBwVi0aJFShKY/mATm3rl3pqam7HNjPcFZFqjYyACHw4GDgwMcHBywfft23L9/HzExMfj222+xdu1avPjiiwgLC0NISAhMTU2fKjxMqKelpSWmTJkCDocDQggaGxvB4/Fw7949CIVCdpuiZ3vd4YTJF1OEl6d3Gjfj5bl79y67NaOvr48ZM2YobYLh8/nIyMiAnp4eHBwcZB6Hmpoa2/KiZ2ZbXl4eCCFi0Tn9/V57piYrU3gZoWFWVv2NQ0NDAxYWFrCwsBD7QJGbmwsAT73XnpSVlSEoKAhcLhdRUVEjQmgoskPFZohwOBxMmzYNW7duxZYtW1BaWorY2FicOXMGGzZsgLe3N0JDQ8Hlcvv05AHANj6bMmUKrK2txV7XwMAABgYGbPMwHo+H4uJi1t9iamo6bO7v+vp65OTkDJgvJk96NkqzsLBARkYGdHV1wefzkZKSIlZSraittCdPniAjIwNGRkYyB7z2h4qKCoyNjWFsbCwWAFtcXMy2TWbuVV1dHR0dHezPQ94tlAeDObNSU1OTeIXX8wPFQPfKPN+7VP7x48cICgrCvHnz8NVXX40ooWHSKng8npgdgcfjsdtqZmZmbJk8Q1dXF+rr62VOuxjt0DMbOUEIQXl5OeLi4hAXF4dff/0V7u7ubEL1xIkTsW/fPmhra2PhwoV9ltyDvS6T7VVdXY329nYYGRnB1NRU5tJbRvCmT5+u0Cyp3vQM1LSxsVGKlwfojjtiVnjTpk1TiPAyOXzMvba2tkJfX5+tcFPmiqarqwuZmZns2dlQV9XMvTLnPC0tLdDX10dVVRVsbGxgbGwMf39/eHt749tvv1Xa2RTDQAUC77//PjZs2ACg2wA+YcKEPgUCYzXBWRao2CgApidPfHw8YmNjkZycDENDQzQ3NyMqKgoREREyT2jMZMzj8WSajMvLy1FcXAxHR0eJBU8eSBKo2TvHTB4RQc3NzcjMzISVlRVsbW2VZhhktlY5HA4EAgFbPs4cuiuK4Raa/mBK5T/55BNER0dDRUUFU6dOxbFjx+Dl5aUUkR0swdna2hp79+7Fnj17xEqfc3Nz+5Q+j9UEZ1mgYqNgOjo68NprryE5ORnTpk1DWloa7OzsEBoairCwMNjZ2ck8wTGTMY/HQ0tLC+v5mDBhQp/S5Z5ttZWZVAzIFqg53F4eoHuCz8rKgo2NDSZNmiTTawwH7e3tyMjIgKGhIezt7VlzMOPqHzduHHuvsla2SYIihKYnjKdNV1cXtra2uHjxInR1dfHRRx/hnXfeket792awBOfjx4+zps6jR4+isbERL774Ig4fPoxp06ax147lBGdZoGKjQAgh4HK5qKysZHtaNDQ0iPXksbGxQWhoKMLDw4d0KN3b86Gvr8+aSDU1NVFYWIiamhq4uroq9T//cARqDlRmLKmXB+ieGLKzszF16lSlNcQD/jgrMjEx6bdIo7ernzkXYar4hmsVoGihaWhoQEhICKysrBAdHQ0NDQ10dnYiOTkZOjo68PHxkev7U+QPFRsFk5KSAhcXl34n+KamJpw7dw5xcXFsTx5mxTMUh3ZHRwcrPA0NDVBVVQWHw8Hzzz+v1BgceQRqSuvlAf7YwrOzs1PqXnpbWxsyMjIkPitiXP3M77Zn24D+OsxKClMMwJT7y1tompqawOVyYWxsjLNnzyqkXQdF8VCxGaG0trbi/PnziIuLw/nz52FoaAgul4uwsDB4eHjINAEwpaudnZ3Q0tJCQ0MDdHR0xPLaFIGiAjWf1pdHRUUFPB4P+fn5cHR07OObUCStra3IyMiAhYUFW/4uDYQQNDc3s8LD5/PFMtskLaZQtNC0tLQgPDwc2tra+OWXX5TWwpoif6jYjAKePHmCy5cvIzY2FufOnYOOjg7bDM7b21uicmDGnMhEwDMhkkxeW11dnUzbT9LCBGo2NDRIlbc2HO/bsy+PUCiEjo4OWlpalC40LS0tyMjIGNZmdK2trWLVXkwxhYmJyYATuqKFpq2tDQsWLACHw8H58+eVlp5NUQxUbEYZTE+e2NhYJCQkQE1NDSEhIQgPD8eLL77Yb+lzW1sbsrKy8Nxzzw1okuxv+2mgoFBZGSmBmoQQ3L9/H48ePYKGhgYEAgFrNlRkcjPwh9BYW1vD1tZWLu/B5/PZ1V1DQwMbJ8MUU3A4HIULTXt7O1555RV0dnbiwoULCg2bFQqF+OSTT3Dy5ElUVVXBwsICy5Ytw7Zt29j/55KkOlOkg4rNKEYgEOD69etsawShUCjWk0dDQwM3btxASUkJfH19Jd6eYYJCmQmKCQpl4lVkEZ6REqgJAA8fPkRpaSlcXFygr6/fx8tjaGjI3q882wo3NTUhMzOT9RUpAqayjQlG1dTUhLGxMRoaGqCurg4XFxe5Cw2fz8eSJUvQ2NiIy5cvQ19fX67v15tdu3YhKioKJ06cgIODA9LT0xEZGYmdO3dizZo1ACRLdaZIx4gRm0OHDmHfvn2oqqqCk5MTvvzyS3h6eip7WKMGpidPdHQ0zp49i7a2Njg5OeH27dvYtGkTtmzZItPrMvEqPB5vwHOPpzFSAjUJIXjw4AHKy8vh6urab2q3Irw8wB9l1kz3VWUgFApRU1ODwsJCdHV1QV1dvU+/muGms7MTr7/+OiorK5GYmKiUApXg4GCYmprim2++YR9bsGABtLS0cPLkSYlSnSnSMyLE5syZM3jjjTfw9ddfw8vLC/v370d0dDSKioqUajQcrQiFQnz++efYuXMn9PT0IBAI4O/vj9DQ0CH15GHOPXg8Hqqrq0EIEctr629y4vP5IyJQs2dRgpubm0TFEPLw8gB/JCVMnjxZLKJI0QiFQrZtgpOTk1gyhVAoFMsxG44PCAKBABERESgtLcXVq1dlLnUfKrt27cLRo0dx+fJlTJs2DTk5OZg3bx6ioqLw2muvSZTqTJGeESE2Xl5e8PDwwFdffQWge1KzsrLC6tWrsXnzZiWPbvRx8OBBfPjhh4iJicHLL7+MtLQ0tidPRUUF5s2bx/bkkXWvnMm6YoSnq6tLLK9NVVUVbW1tyMzMZM2JyhSagoIC1NXVydzlk0kz7tl1lRGe8ePHS7y1yPh5BktKUAQ9hab31hlT2cYIbXt7O7u1KGtMUFdXF/72t7/h7t27SEpKUuqHSJFIhK1bt+KLL76AqqoqhEIhdu7cya7+b968CV9fX1RUVIhlny1cuBAcDgdnzpxR1tBHNUoXm87OTmhrayMmJkasE15ERAQaGxuRkJCgvMGNUv7zn/9g+vTpfbYhRSIRcnJy2J48Dx8+xJw5cxAaGoqgoKABfShPo2fZLY/HQ2dnJ/T19dHU1AQLCwu5J0gPBtNttLm5GW5ubsOyFda7mEJdXZ2t4hvsZ1hXV4ecnBylZ9ANJjT9wWS21dTUoLm5Gfr6+qzQSlKqLBQKsXz5cqSlpeH69etiE7gy+PHHH7Fx40bs27cPDg4OyM7Oxrp169joKCo28kHpYlNRUQFLS0vcvHkT3t7e7OObNm1CcnIyfvvtNyWObuxCCMHdu3dZ4SksLMTs2bMRFhaGoKAgqXry9H7diooKFBQUQF1dHV1dXX2SjBUF0/Cuvb0drq6ucjELSuLlAYDa2lrk5ubC3t5eqZOttELTm95bi7q6uuxWan/l8iKRCKtXr0ZKSgqSkpKUms7AYGVlhc2bN2PlypXsYzt27MDJkydRWFhIt9HkBG0x8IzC4XDg6OgIR0dHfPzxxyguLkZsbCy++eYbrFmzBv/3f//HtkaYMGGCxMJTW1uLoqIi2NnZ4U9/+hPa2trA4/Hw6NEj3Lt3T2GVXkKhEDk5ORAIBHB3d5ebyD2tL4+JiQk0NTVRVlYGR0dHpcbLD1VoAGDcuHGwsrKClZUV69Oqrq7Gw4cP2UZp48aNg6WlJVRUVLBhwwZcv359xAgN0F0E0ntLV1VVFSKRCABgY2MDMzMzXL16lRWb5uZm/Pbbb1i+fLmihztmUPrKhm6jjSyYgE7mjCctLQ0+Pj7gcrkIDQ2FhYXFgMLztEDN/iq9TE1N2QlquGA8I0D3pKqM6jdma7G0tJRd8TArAEV7eYBuocnOzoZIJIKrq+uwlzcz5fI1NTX4/PPPkZKSwpZU37hxAzNmzBjW9xsKy5Ytw5UrV/Cvf/0LDg4OyMrKwttvv40333wTe/fuBQCJUp0p0qF0sQG6CwQ8PT3x5ZdfAuheeltbW2PVqlW0QECJEELw+++/sz15bt68CQ8PDzY2x9ramhWe9PR0NDc3SxyoyRgNeTweGxQqzTnAQAgEAmRmZrLdJJXZC6Wqqgp3796Fo6MjtLW1leLlAcSFRhHiy+fzERkZicTERBgYGKC5uRmBgYF4/fXXERISItf3loSWlhZ89NFHiI+PR3V1NSwsLLBkyRJs376d/V1IkupMkY4RITZnzpxBREQE/vWvf8HT0xP79+/HTz/9hMLCQqljRHbv3s2eQWhpacHHxwd79+7F9OnT2Wv4fD42bNiAH3/8ER0dHfDz88Phw4eVGlky0iGEoLKyku3Jk5KSgueffx5cLhcPHjzAhQsXcOfOHZl+hh0dHaipqQGPxxtSiTETyaPs9slA9yqvoKAAM2fOhImJidhzivLyAIoXGkIIduzYgW+//RZJSUmwt7dHVlYW4uPjoampiW3btsn1/SkjlxEhNgDw1VdfsaZOZ2dnHDx4EF5eXlK/jr+/PxYvXgwPDw90dXVh69atyM/Px71799iJa/ny5fjvf/+L48ePQ19fH6tWrYKKigp+/fXX4b6tMQkhBLW1tYiNjcWePXtQVlaGyZMn49VXX0VoaOiQevL0bBdQV1cHHR0dttKLiVbpDz6fj4yMDOjp6Q2pNcNwUFFRgcLCQjg5OcHIyGjQa+Xl5QGUIzRffPEFDh06hGvXruH555+X6/tRRhcjRmzkRU1NDSZMmIDk5GT8+c9/RlNTE0xMTHDq1Cn85S9/AQAUFhbC3t4et27dwgsvvKDkEY8Ourq68NZbbyE5ORnR0dHIzc1FbGwsrly5AltbW7Y1wlAm/p4H0LW1tRg3bhyb19bT28L0gDEyMoK9vb3SyqyBPzqfOjs7S+2OHy4vD6AcoTlw4AD+/ve/IzExkW2FTKEwjPlqtKamJgBg//AzMjIgEAgwd+5c9ho7OztYW1tTsZGC3Nxc5OXlITU1FRYWFnBzc0NkZCSamprwyy+/IC4uDrNnz4alpSW4XC7Cw8Ph7OwslfCoq6vD3Nwc5ubmEAqF7EScnp7O9qkZP348ioqKYG5uLlEPGHnCNIJzcXGBgYGB1N+voaEBCwsLWFhYiHl50tPTJfbyAH9U4ilSaA4fPox9+/bh4sWLVGgo/TKmVzYikQhcLheNjY1ITU0FAJw6dQqRkZHo6OgQu9bT0xOzZ89mq1EoT0ckEg0qHi0tLWI9eYyNjdmEag8PD5lXPIy3pby8HLW1tVBVVYWFhQXrbVGG4JSVlaGkpEQuLbb78/KYmJjA1NS0Tz4dIzRdXV1wdXVViNAcO3YM27dvx/nz5+Hr6yvX9+vN48eP8cEHH+DChQt48uQJpkyZgu+++w7u7u7s+Gh688hgTK9sVq5cifz8fFZoKMPL08Ri/PjxWLRoERYtWoQnT57g0qVLiI2NRXh4OHR1ddmqNm9vb6mqxlRVVaGuro7GxkZMmTIFenp64PF4yM3NHXQilhdMirSrq6tcEowl8fIwidz5+fkKFZoTJ05g27Zt+OWXXxQuNA0NDfD19cXs2bNx4cIFmJiY4P79+2Kryi+++AIHDx4UK2H28/OjJcxKYMyubFatWoWEhATcuHFDLL792rVrmDNnDhoaGsQ+gU6cOBHr1q3De++9p4TRPlvw+XxcuXIFsbGx+Pnnn6Gurs42gxuoJ09PmHyxqVOnihkFCSFibZKFQiF75jFQUOhQKSkpwaNHjwZMkZYnvWOC2tvboaamhmnTpmHChAly9fIQQnDq1Cm89957SEhIwJw5c+T2XgOxefNm/Prrr0hJSen3eZrePLIYc2JDCMHq1asRHx+P69ev91kuMwUCp0+fxoIFCwCAdbzTMxvFIxAIkJSUhJiYGCQkJPTbk6cnNTU1yMvLg52dHSwsLAZ8XSYolJmIBQKBmKlyqP4bxvz6+++/w83NTaHNv3rDFAN0dnbC2NgYtbW1cvfyREdHY+XKlYiOjkZAQMCwvrakzJgxA35+figvL0dycjIsLS2xYsUKvPXWWwBAY2dGGGNObFasWIFTp04hISFBzFujr6/PmgWXL1+O8+fP4/jx49DT08Pq1asBdKe9SsuePXuwZcsWrF27Fvv37wdAfTyy0tXVhZSUFERHRyMhIQFPnjxBUFAQuFwu5s6di9OnTyMlJQW7d++W6mdJCEFLSwubUM3n89n4fBMTE6m3mwgh+N///oeKigqJ2xXIi55nND2b0vX28ujr67NpDUMxzQLA2bNn8dZbb+H06dPgcrnDcRsywWyDrV+/Hq+88grS0tKwdu1afP311zRQcwQy5sRmoMPh7777DsuWLQPwhxicPn1aTAykza1KS0vDwoULoaenh9mzZ7NiQ308Q0coFOLmzZtsbE51dTU6OzuxfPlyfPLJJzK1CQC6hYLJa2Pc/EZGRuxE/LStJ6alNNMXZ6hemKHApHgLBIJBu58Op5fn3LlziIyMxPfff8/uDCgLDQ0NuLu7i31IXLNmDdLS0nDr1i0qNiOMMSc2iqK1tRWurq44fPgwduzYAWdnZ+zfv5/6eOTAoUOHsGnTJgQGBiIrKwtVVVV4+eWXERYWBn9//yFtYTHx+TweD62trYNuPRFCUFRUhJqaGpn74gwXkgpNbxgvD2OalcbLc+nSJSxduhTHjh0bEecdEydOxMsvv4xjx46xjx05cgQ7duzA48eP6TbaCEN5NutRzsqVKxEUFCTm1wGe7uOhSMfx48exbds2XLlyBdHR0SguLsaNGzdgb2+P3bt3Y9KkSVi0aBFOnTqFxsZGSPvZSUdHBzY2NnjhhRfg6+sLIyMjVFRU4MaNG0hPT8ejR4/A5/NBCEFhYSFqamrg7u4+IoSms7NTKqEB/vDyODs746WXXsLkyZPx5MkTpKenIzU1FUVFRWhoaOjzc0xKSsLSpUtx+PBhLFq0aLhvSSZ8fX1RVFQk9lhxcTHbZrtnejMDk97cs50JRTGM6dJnefHjjz8iMzMTaWlpfZ6rqqqChoZGH6+FqakpqqqqFDTCsUNgYCBcXFzg5OQEoLvc2tXVFa6urti5cyfy8/MRExODAwcOYOXKlZg9ezZCQ0MRHBwMQ0NDqTw3WlpamDhxIiZOnMgGhVZXV6O4uBhqamoghMDZ2XnIZx5DoafQuLq6DqniTE1NDaampjA1NRXz8uTk5IDD4eDWrVuYPn069PT08Oqrr+LAgQNYunSpUo2zPXnvvffg4+ODXbt2YeHChbhz5w6OHj2Ko0ePAujeUl+3bh127NiBqVOnsqXPFhYWYgnzFMVAxUZKfv/9d6xduxaJiYm0Tl8BMFs8/cHhcDBz5kzMnDkTn3zyCYqKihAbG4tjx46xPXnCwsIQEhIiVU8eoPvw2draGlZWVsjNzUVjYyN0dXWRkZEBXV1dNjZHkWc2wyk0venPyxMdHY2DBw+iqakJnp6eMDQ0RHt7u1JXdT3x8PBAfHw8tmzZgs8++ww2NjbYv38/XnvtNfaaTZs2oa2tDW+//Tab3nzx4kX6t6sE6JmNlJw9exbh4eFipbNCoRAcDgcqKiq4dOkS5s6dS308SoQpS46JiUF8fDzS09Ph4+PDNoMbrCdPT0QiEfLz89Ha2go3NzdoampCIBCwCdVMfhkjPP11qhwu5Ck0A5Geno6QkBBERkZCQ0MD8fHxqKiowL59+7BixQq5vz9lbEHFRkpaWlpQVlYm9lhkZCTs7OzwwQcfwMrKivp4RhCEEDx69IjtyXPr1i14eHggNDQUoaGhYj15eiISiZCXl4cnT57Azc2tX58Kk1/G4/HYoFBmJaanpzdswsO0t+bz+XBzc1OI0GRnZyMoKAhbt27F+++/Dw6HA0II8vPzoaGhIWYroFAkgYrNMDBr1iy2Gg0YXh8PZfgghKCiooLtyZOamgonJyeEhYUhNDQUtra24HA4aG9vR2JiIiZMmABXV1eJDJFMp0pGeNTU1CQOzhwMZQhNfn4+AgICsH79emzdunXEnNFQRjdUbIaB3mIzXD4eGjIoPwghqK6uxtmzZxEbG4vr16/D3t4eQUFBuHDhAjQ0NHD58mWZJneRSIS6ujo2OFNFRYVd8Tz33HMSx+YoQ2gKCgoQEBCAd999F59++ikVGsqwQcVmhNLQ0AAXFxfMnj0by5cvZ0MGJ0+ejMmTJwPo7pO+e/dusZDBvLw8GjIoJYQQ1NfX46effsL27dtRV1eHqVOnYv78+QgPD8eMGTNkzlUTiURieW2EEFZ4DA0NB3xdZhuvvb1dYUJTXFyMgIAAREREYNeuXUprQEdTOcYmVGxGKDRkULG0tbUhJCQEAoEAP/zwA5KTkxEXF4dLly7B0tISYWFhCAsLg5OTk8yTMCEEjY2NbHpBz8RmIyMjtuhEGUJTUlICf39/vPLKK/jHP/6hNKGhqRxjFyo2IxQaMqhYLl26hH379uHs2bNiWWctLS3473//i7i4OFy4cAHGxsZsa4Sh9ORhEpsZ4WFCNE1MTMDj8RS6dVZWVgZ/f38EBwfjyy+/VJrQ0FSOsQ1NEBihlJSUsOcvly5dwvLly7FmzRqcOHECAFiDaO9tBGoelQ0/Pz8kJib2CdUcP348Fi9ejJ9++gk8Hg//+Mc/UFtbi/DwcNjb22Pjxo1ITU2FUCiU6v04HA709fUxbdo0+Pr6wt3dHVpaWigoKEBNTQ00NTVRW1sLgUAwnLfZh8ePHyMoKAh+fn5KFRqApnKMdaipc4QiEong7u6OXbt2AQBcXFyQn5/PJtpShp+nHYZra2tj/vz5mD9/Pvh8PhITExEbG4vFixdDU1MTwcHBCA8Ph6+vr1QrEg6HA11dXZSWlkJLSwt2dnZoaGjAw4cPcffuXRgZGbEJ1cPZKqCqqgqBgYH485//jCNHjihVaGgqx9iHis0IxdzcHDNmzBB7zN7eHrGxsQDAVrbxeDyxRFsejye2rUaRD+PGjUNISAhCQkLQ2dnJ9uRZtmwZCCEICgpCeHg4XnrppacKRH+eHgMDA9ja2rKtAsrLy1FQUAADAwO2wEBTU1Pm8VdXVyMoKAgeHh44duzYkPv7DAWayvFsQLfRRig0ZHD0oKGhAT8/P/z73/9GRUUFzpw5Ay0tLSxfvhw2NjZ4++23cf78efD5/D7fy6QUDGQe1dbWxqRJk+Dl5QVfX18YGxujqqoKKSkpSEtLY4NCpaG2thYhISFwcHDAiRMn5N4++mlkZGSgurqabWWtpqaG5ORkHDx4kM1v6+zsRGNjo9j38Xg8qe0EFCVCKCOSO3fuEDU1NbJz505y//598sMPPxBtbW1y8uRJ9po9e/aQ5557jiQkJJDc3FwSGhpKbGxsSHt7u0Tv0dXVRbZt20YmTZpExo0bR2xtbclnn31GRCIRe41IJCIfffQRMTMzI+PGjSNz5swhxcXFw36/Y5Guri6SnJxM1qxZQ6ysrIienh5ZuHAhOXXqFKmpqSENDQ1k6dKlJDo6mjQ0NJC2tjaJv+rr60lhYSG5ceMGSUhIINeuXSN3794lNTU1g35feXk5cXZ2Jlwul3R0dCj7R0QIIaS5uZnk5eWJfbm7u5PXX3+d5OXlkcbGRqKurk5iYmLY7yksLCQAyK1bt5Q4coo0ULEZwfzyyy/E0dGRaGpqEjs7O3L06FGx5xkhMDU1JZqammTOnDmkqKhI4tffuXMnMTIyIufOnSOlpaUkOjqa6OrqkgMHDrDX7Nmzh+jr65OzZ8+SnJwcwuVypRI0SjdCoZDcvHmTbNiwgdja2hJtbW1iampKJkyYQLKzs6USmt5fDQ0NpLi4mKSkpJCEhARy9epVkpeXR3g8nth1FRUVxM3NjQQEBBA+n6/sH8mgvPTSS2Tt2rXsv999911ibW1Nrl27RtLT04m3tzfx9vZW3gApUkNLn59hgoODYWpqim+++YZ9bMGCBdDS0sLJkyepl0dOdHZ2Ijg4GNnZ2dDV1UVlZSXmzp2L0NBQBAYGDineRiAQsHltdXV1ePz4MTIzMxESEoKdO3di/Pjx+Pnnn5XaJkES5JXKQVEe9MzmGcbHxwdXr15FcXExACAnJwepqakICAgAAJSWlqKqqkqs5FRfXx9eXl605FRGhEIhIiIiUFlZibt37+LBgwe4c+cOXFxcsH//ftjY2GDBggX4/vvvUVdXJ3UzOHV1dZibm7PN0SwtLXH//n2EhYUhJycHjo6OyM3Nlfp1Fc3169dZoQG6CzIOHTqE+vp6tLW1IS4ujgrNKIOKzTPM5s2bsXjxYtjZ2UFdXR0uLi5Yt24d2w+EenmGHxUVFXh5eeHq1aswMTFhe/J89tlnyMvLQ3Z2Nnx9fXH06FHY2tqCy+Xim2++YaNupEFNTQ0+Pj4Aunu/fPvtt6itrYWfnx9sbGzQ3t4uj1ukUPqFbqM9w/z444/YuHEj9u3bBwcHB2RnZ2PdunWIiopCREQEbt68CV9fX1RUVIiVVy9cuBAcDgdnzpxR4ujHNoQQPHjwgO3Jk5GRAR8fH4SFhYHL5cLc3PypW218Ph+LFy9Gc3MzLl26BH19fQDd23hMjx8KRVFQsXmGsbKywubNm7Fy5Ur2sR07duDkyZMoLCykkTgjBEIIysrK2J48t2/fhqenJxubY2Vl1Ud4Ojs78frrr6OyshJXrlyBgYGBkkZPoXRDt9GeYZ48edLHNa6qqgqRSASAenlGChwOB5MmTcL69euRkpKCsrIyLFmyBBcvXsTMmTMxa9YsREVF4cGDByCEQCAQYNmyZfj9999x+fJlKjSUkYFSauAoI4KIiAhiaWnJlj7HxcURY2NjsmnTJvaaoXp5KPJDJBKRyspKcuTIETJ37lyirq5OZs6cSRwcHIidnR3h8XgKHc+uXbuIu7s70dXVJSYmJiQ0NJQUFhaKXdPe3k5WrFhBDA0NiY6ODpk/fz6pqqpS6DgpyoGKzTNMc3MzWbt2LbG2tmZNnR9++KGY2U8WL09ycjIJDg4m5ubmBACJj48Xe14So2hdXR159dVXyfjx44m+vj558803SUtLy7Dd+1hDJBKR2tpacvDgQWJpaUlKSkoUPgY/Pz/y3Xffkfz8fJKdnU0CAwOJtbU1aW1tZa959913iZWVFbl69SpJT08nL7zwAvHx8VH4WCmKh4oNZdg5f/48+fDDD0lcXFy/YiOJUdTf3584OTmR27dvk5SUFDJlyhSyZMkSBd8JZShUV1cTACQ5OZkQQtgkgOjoaPaagoICmgTwjEDFhiJXeouNSCQiZmZmZN++fexjjY2NRFNTk5w+fZoQQsi9e/cIAJKWlsZec+HCBcLhcMjjx48VNnbK0Lh//z4BQPLy8gghhFy9epUAIA0NDWLXWVtbk6ioKCWMkKJIaIEARaFIYhS9desWnnvuObi7u7PXzJ07FyoqKvjtt98UPmaK9IhEIqxbtw6+vr5wdHQEQFsFPOvQFgMUhSKJUbSqqgoTJkwQe15NTQ2GhoZ0UholrFy5Evn5+UhNTVX2UCgjBLqyoVAow8qqVatw7tw5JCUl4U9/+hP7uJmZGW0V8AxDxYaiUHo2fetJzwnHzMwM1dXVYs93dXWhvr6eTkojGEIIVq1ahfj4eFy7dg02NjZiz7u5uUFdXV3Mt1VUVIRHjx5R39YzABUbikKRxCjq7e2NxsZGZGRksNdcu3YNIpEIXl5eCh8zRTJWrlyJkydP4tSpUxg/fjyqqqpQVVXFZrDp6+vjr3/9K9avX4+kpCRkZGQgMjIS3t7eeOGFF5Q8eorcUXaFAmXs0dLSQrKyskhWVhYBQKKiokhWVhYpKysjhEhmFPX39ycuLi7kt99+I6mpqWTq1Kl9Sp8H8/N0dnaSTZs2EUdHR6KtrU3Mzc3J0qVL+1SzUT/P8AGg36/vvvuOvYYxdRoYGBBtbW0SHh5OKisrlTdoisKgYkMZdpKSkvqddCIiIgghkhlF6+rqyJIlS4iuri7R09MjkZGRfURgMD9PY2MjmTt3Ljlz5gwpLCwkt27dIp6ensTNzU3sNaifh0JRDDSIkzIm4HA4iI+PR1hY2IDXpKWlwdPTE2VlZbC2tkZBQQFmzJiBtLQ0tsz64sWLCAwMRHl5OSwsLBQ0egpl7EPPbCjPDE1NTeBwOKzPg/p5KBTFQcWG8kzA5/PxwQcfYMmSJdDT0wNA/TwUiiKhYkMZ8wgEAixcuBCEEBw5ckTZw6FQnkmo2FDGNIzQlJWVITExkV3VANTPIy2HDh3CpEmTMG7cOHh5eeHOnTvKHhJlFEHFhjJmYYTm/v37uHLlCoyMjMSep34eyTlz5gzWr1+Pjz/+GJmZmXBycoKfn18fsaZQBoJWo1FGLa2trfjf//4HAHBxcUFUVBRmz54NQ0NDmJub4y9/+QsyMzNx7tw5sSw2Q0NDaGhoAAACAgLA4/Hw9ddfQyAQIDIyEu7u7jh16pRS7mmk4uXlBQ8PD3z11VcAuoM2rayssHr1amzevFnJo6OMCpRaeE2hDIHB/DylpaUDmgyTkpLY15DEz0PI0xvC9eSdd94hAMg///lPscdHq4G0o6ODqKqq9rnnN954g3C5XOUMijLqoKnPlFHLrFmzQAZZmA/2HIOhoaFEq5i2tjY4OTnhzTffxPz58we8Lj4+Hrdv3+7Xo/Paa6+hsrISiYmJ7Crq7bffHvGrqNraWgiFwn6TugsLC5U0Kspog4oNhSIBAQEBCAgIGPSax48fY/Xq1bh06RKCgoLEnisoKMDFixfFDKRffvklAgMD8fe//50aSCljHlogQKEMAyKRCEuXLsXGjRvh4ODQ5/nRbCA1NjaGqqrqoEndFMrToGJDoQwDe/fuhZqaGtasWdPv86PZQKqhoQE3NzexpG6RSISrV6/S1gAUiaHbaBTKEMnIyMCBAweQmZkJDoej7OHIhfXr1yMiIgLu7u7w9PTE/v370dbWhsjISGUPjTJKoGJDoQyRlJQUVFdXw9ramn1MKBRiw4YN2L9/Px4+fDjqDaSLFi1CTU0Ntm/fjqqqKjg7O+PixYt9igYolIGgPhsKRUp6J0zX1dWhsrJS7Bo/Pz8sXboUkZGRmD59OpswnZ6eDjc3NwDA5cuX4e/vTxOmKc8EdGVDoUhATwMpAJSWliI7OxuGhoawtrbuk06grq4OMzMzTJ8+HQBgb28Pf39/vPXWW6yBdNWqVVi8eDEVGsozAS0QoFAkID09HS4uLnBxcQHQfYbh4uKC7du3S/waP/zwA+zs7DBnzhwEBgbixRdfxNGjR+U1ZAplREG30SgUCoUid+jKhkKhUChyh4oNhUKhUOQOFRsKhUKhyB0qNhQKhUKRO1RsKBQKhSJ3qNhQKBQKRe5QsaFQKBSK3KFiQ6FQKBS5Q8WGQqFQKHKHig2FQqFQ5A4VGwqFQqHIHSo2FAqFQpE7/w+e2DUcerAGagAAAABJRU5ErkJggg==",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 3 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"show_mesh_information(mesh_nn, \"Nearest Neighbour\")\n",
|
|
"show_mesh_information(mesh_cic, \"Cloud in Cell\")"
|
|
]
|
|
},
|
|
{
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"cell_type": "markdown",
|
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"metadata": {},
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"source": [
|
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"### Density profile"
|
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]
|
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},
|
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{
|
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"cell_type": "code",
|
|
"execution_count": 12,
|
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"metadata": {},
|
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"outputs": [
|
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{
|
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"name": "stdout",
|
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"output_type": "stream",
|
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"text": [
|
|
"Bin 0.0 -- 1.3121597027036949: 9.0\n",
|
|
"Bin 1.3121597027036949 -- 2.6243194054073897: 104.0\n",
|
|
"Bin 2.6243194054073897 -- 3.936479108111085: 233.0\n",
|
|
"Bin 3.936479108111085 -- 5.2486388108147795: 515.0\n",
|
|
"Bin 5.2486388108147795 -- 6.560798513518474: 848.0\n",
|
|
"Bin 6.560798513518474 -- 7.87295821622217: 1090.0\n",
|
|
"Bin 7.87295821622217 -- 9.185117918925863: 1755.0\n",
|
|
"Bin 9.185117918925863 -- 10.497277621629559: 2372.0\n",
|
|
"Bin 10.497277621629559 -- 11.809437324333254: 2775.0\n",
|
|
"Bin 11.809437324333254 -- 13.121597027036948: 3557.0\n",
|
|
"Bin 13.121597027036948 -- 14.433756729740644: 4191.0\n",
|
|
"Bin 14.433756729740644 -- 15.74591643244434: 4528.0\n",
|
|
"Bin 15.74591643244434 -- 17.058076135148035: 4341.0\n",
|
|
"Bin 17.058076135148035 -- 18.370235837851727: 3691.0\n",
|
|
"Bin 18.370235837851727 -- 19.682395540555422: 3268.0\n",
|
|
"Bin 19.682395540555422 -- 20.994555243259118: 2771.0\n",
|
|
"Bin 20.994555243259118 -- 22.306714945962813: 2537.0\n",
|
|
"Bin 22.306714945962813 -- 23.61887464866651: 2150.0\n",
|
|
"Bin 23.61887464866651 -- 24.9310343513702: 1930.0\n",
|
|
"Bin 24.9310343513702 -- 26.243194054073896: 1729.0\n",
|
|
"Bin 26.243194054073896 -- 27.555353756777592: 1639.0\n",
|
|
"Bin 27.555353756777592 -- 28.867513459481287: 1400.0\n",
|
|
"Bin 28.867513459481287 -- 30.179673162184983: 1333.0\n",
|
|
"Bin 30.179673162184983 -- 31.49183286488868: 1267.0\n",
|
|
"Bin 31.49183286488868 -- 32.803992567592374: 1118.0\n",
|
|
"Bin 32.803992567592374 -- 34.11615227029607: 945.0\n",
|
|
"Bin 34.11615227029607 -- 35.42831197299976: 939.0\n",
|
|
"Bin 35.42831197299976 -- 36.74047167570345: 870.0\n",
|
|
"Bin 36.74047167570345 -- 38.05263137840715: 825.0\n",
|
|
"Bin 38.05263137840715 -- 39.364791081110845: 788.0\n",
|
|
"Bin 39.364791081110845 -- 40.67695078381454: 737.0\n",
|
|
"Bin 40.67695078381454 -- 41.989110486518236: 700.0\n",
|
|
"Bin 41.989110486518236 -- 43.30127018922193: 592.0\n",
|
|
"Bin 43.30127018922193 -- 44.61342989192563: 604.0\n",
|
|
"Bin 44.61342989192563 -- 45.92558959462932: 556.0\n",
|
|
"Bin 45.92558959462932 -- 47.23774929733302: 477.0\n",
|
|
"Bin 47.23774929733302 -- 48.54990900003671: 463.0\n",
|
|
"Bin 48.54990900003671 -- 49.8620687027404: 488.0\n",
|
|
"Bin 49.8620687027404 -- 51.1742284054441: 454.0\n",
|
|
"Bin 51.1742284054441 -- 52.48638810814779: 429.0\n",
|
|
"Bin 52.48638810814779 -- 53.79854781085149: 406.0\n",
|
|
"Bin 53.79854781085149 -- 55.110707513555184: 385.0\n",
|
|
"Bin 55.110707513555184 -- 56.42286721625888: 393.0\n",
|
|
"Bin 56.42286721625888 -- 57.735026918962575: 363.0\n",
|
|
"Bin 57.735026918962575 -- 59.04718662166627: 313.0\n",
|
|
"Bin 59.04718662166627 -- 60.359346324369966: 352.0\n",
|
|
"Bin 60.359346324369966 -- 61.67150602707366: 305.0\n",
|
|
"Bin 61.67150602707366 -- 62.98366572977736: 253.0\n",
|
|
"Bin 62.98366572977736 -- 64.29582543248105: 292.0\n",
|
|
"Bin 64.29582543248105 -- 65.60798513518475: 282.0\n",
|
|
"Bin 65.60798513518475 -- 66.92014483788844: 257.0\n",
|
|
"Bin 66.92014483788844 -- 68.23230454059214: 262.0\n",
|
|
"Bin 68.23230454059214 -- 69.54446424329583: 244.0\n",
|
|
"Bin 69.54446424329583 -- 70.85662394599952: 228.0\n",
|
|
"Bin 70.85662394599952 -- 72.16878364870321: 102.0\n",
|
|
"Bin 72.16878364870321 -- 73.4809433514069: 39.0\n",
|
|
"Bin 73.4809433514069 -- 74.7931030541106: 0.0\n",
|
|
"Bin 74.7931030541106 -- 76.1052627568143: 0.0\n",
|
|
"Bin 76.1052627568143 -- 77.417422459518: 0.0\n",
|
|
"Bin 77.417422459518 -- 78.72958216222169: 0.0\n",
|
|
"Bin 78.72958216222169 -- 80.04174186492538: 0.0\n",
|
|
"Bin 80.04174186492538 -- 81.35390156762908: 0.0\n",
|
|
"Bin 81.35390156762908 -- 82.66606127033278: 0.0\n",
|
|
"Bin 82.66606127033278 -- 83.97822097303647: 0.0\n",
|
|
"Bin 83.97822097303647 -- 85.29038067574017: 0.0\n",
|
|
"Bin 85.29038067574017 -- 86.60254037844386: 0.0\n",
|
|
"Bin 86.60254037844386 -- 87.91470008114756: 0.0\n",
|
|
"Bin 87.91470008114756 -- 89.22685978385125: 0.0\n",
|
|
"Bin 89.22685978385125 -- 90.53901948655495: 0.0\n",
|
|
"Bin 90.53901948655495 -- 91.85117918925864: 0.0\n",
|
|
"Bin 91.85117918925864 -- 93.16333889196234: 0.0\n",
|
|
"Bin 93.16333889196234 -- 94.47549859466604: 0.0\n",
|
|
"Bin 94.47549859466604 -- 95.78765829736973: 0.0\n",
|
|
"Bin 95.78765829736973 -- 97.09981800007343: 0.0\n",
|
|
"Bin 97.09981800007343 -- 98.41197770277711: 0.0\n",
|
|
"Bin 98.41197770277711 -- 99.7241374054808: 0.0\n",
|
|
"Bin 99.7241374054808 -- 101.0362971081845: 0.0\n",
|
|
"Bin 101.0362971081845 -- 102.3484568108882: 0.0\n",
|
|
"Bin 102.3484568108882 -- 103.66061651359189: 0.0\n",
|
|
"Bin 103.66061651359189 -- 104.97277621629559: 0.0\n",
|
|
"Bin 104.97277621629559 -- 106.28493591899928: 0.0\n",
|
|
"Bin 106.28493591899928 -- 107.59709562170298: 0.0\n",
|
|
"Bin 107.59709562170298 -- 108.90925532440667: 0.0\n",
|
|
"Bin 108.90925532440667 -- 110.22141502711037: 0.0\n",
|
|
"Bin 110.22141502711037 -- 111.53357472981406: 0.0\n",
|
|
"Bin 111.53357472981406 -- 112.84573443251776: 0.0\n",
|
|
"Bin 112.84573443251776 -- 114.15789413522145: 0.0\n",
|
|
"Bin 114.15789413522145 -- 115.47005383792515: 0.0\n",
|
|
"Bin 115.47005383792515 -- 116.78221354062885: 0.0\n",
|
|
"Bin 116.78221354062885 -- 118.09437324333254: 0.0\n",
|
|
"Bin 118.09437324333254 -- 119.40653294603624: 0.0\n",
|
|
"Bin 119.40653294603624 -- 120.71869264873993: 0.0\n",
|
|
"Bin 120.71869264873993 -- 122.03085235144363: 0.0\n",
|
|
"Bin 122.03085235144363 -- 123.34301205414732: 0.0\n",
|
|
"Bin 123.34301205414732 -- 124.65517175685102: 0.0\n",
|
|
"Bin 124.65517175685102 -- 125.96733145955471: 0.0\n",
|
|
"Bin 125.96733145955471 -- 127.2794911622584: 0.0\n",
|
|
"Bin 127.2794911622584 -- 128.5916508649621: 0.0\n",
|
|
"Bin 128.5916508649621 -- 129.9038105676658: 0.0\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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WlmLt2rUWf4VVNdOpJsLCwmAymXD69GmLVpfarMHSs2dP9OzZE++++y6+//57DB8+HD/++CPGjRvX4FOuq+oi+Pvvvy1mLHl7e1fZlH79X5K1qc18n5KTk6VWD6BiQGtubm6t1sapi7CwMPz1118wmUwWge/EiRPS/oYSGRmJp59+Gl988QV69Ohhsc88U81oNEotC9Wp6fdDdVq2bAmgoqvsVtcCAB8fH4wePRqjR49GQUEB7rrrLsycOVMKMPX9LJpbYWbOnFlleIuMjERBQUGNaq0sICAAzs7OOHXq1A37qtpWW8nJyRYtIadOnYLJZJK+Z2rz2fb29r5htmRZWVmVrXVkXdiFRJL+/fuje/fu+OSTT6Qpiea/iir/FZSYmIiEhASL1z7wwAMwGAwWU5+NRiM+++yzW163qmvk5eVhyZIldXof5j7262ed3GzGhFlOTs4Nf/GZZ5aYu5HMs4qqmiJeF2vWrLFYAXnPnj1ITEy0GCsQGRmJEydO4PLly9K2Q4cO4c8//7Q4V21qe+CBBwDceF8+/vhjAKjRrK36eOCBB5Ceno6ffvpJ2mYwGPDZZ5/B3d0d/fr1a9DrvfHGGygvL8ecOXMstqtUKgwbNgz//e9/b5i+DsDintf0+6E6AQEB6N+/P7744otqu7PMrly5YrHP3d0drVq1sujOdHNzA1C/z+KkSZPg5eWFt99++4Z9jz32GBISErB58+Yb9uXm5sJgMFR5TpVKhZiYGKxZs8ZiCvupU6ewadOmOtdqZp4+bmb+OWP+nqnNZzsyMvKGsTxffvllg7RuUuNiCwxZePXVV/GPf/wDS5cuxfPPP4/Bgwdj1apVePjhhzFo0CCcPXsWixYtQlRUFAoKCqTXDRkyBL1798a0adNw7tw5REVFYdWqVTUavzJw4EBoNBoMGTIE//znP1FQUICvvvoKAQEBdfor6Pbbb8eTTz6Jzz//HHl5eejVqxe2bNlSo7/8li1bhs8//xwPP/wwIiMjkZ+fj6+++go6nU76oeji4oKoqCj89NNPuO222+Dj44MOHTqgQ4cOta4VqOgy6NOnD8aPH4/S0lJ88skn8PX1tWi2HzNmDD7++GPExsZi7NixyMzMxKJFi9C+fXvo9XrpuNrU1rlzZ4wcORJffvklcnNz0a9fP+zZswfLli3D0KFDMWDAgDq9n5p67rnn8MUXX2DUqFFISkpCeHg4Vq5ciT///BOffPIJPDw8GvR65laY69eZAYD3338f27ZtQ48ePfDss88iKioK2dnZ2L9/P37//XdkZ2cDQI2/H25mwYIF6NOnDzp27Ihnn30WLVu2REZGBhISEnDhwgUcOnQIQMWg6f79+6Nr167w8fHBvn37sHLlSotnBplXNH7ppZcQGxsLlUqFJ554olb3xdPTExMnTqxyMO+rr76KtWvXYvDgwdKU+cLCQhw+fBgrV67EuXPn4OfnV+V5Z86cid9++w29e/fG+PHjYTQaMX/+fHTo0AEHDx6sVY3XO3v2LB588EHcd999SEhIkJZM6Ny5M4DafbbHjRuH559/HsOGDcO9996LQ4cOYfPmzdW+L7Iick1/IvmYpwNWNVXYaDSKyMhIERkZKQwGgzCZTOK9994TYWFhQqvVii5duoj169ffMH1XCCGuXLkiRowYIXQ6nfD09BQjRowQBw4cqNE06rVr14pOnToJZ2dnER4eLj744APx9ddfW0xxFqJm06iFEKK4uFi89NJLwtfXV7i5uYkhQ4aI1NTUW06j3r9/v3jyySdFaGio0Gq1IiAgQAwePFjs27fP4vy7du0SXbt2FRqNxuKcI0eOFG5ublXWVN006g8//FB89NFHIiQkRGi1WtG3b19pOmhly5cvFy1bthQajUbcfvvtYvPmzVX+f6iutqrue3l5uZg1a5aIiIgQTk5OIiQkREyfPt1iiq8QVU+DFqLm/z+qe31GRoYYPXq08PPzExqNRnTs2NHis3L9faqp6q6XnJwsVCrVDdOozbXExcWJkJAQ4eTkJIKCgsQ999wjvvzyS+mYmn4/3Krm06dPi2eeeUYEBQUJJycn0bx5czF48GCxcuVK6Zj/+7//E927dxdeXl7CxcVFtG3bVrz77ruirKxMOsZgMIgXX3xR+Pv7C4VCccsp1ZWnUVeWk5MjPD09q6w5Pz9fTJ8+XbRq1UpoNBrh5+cnevXqJf79739b1HL995YQQmzZskV06dJFaDQaERkZKRYvXixefvll4ezsbHEcABEXF3dDXddPZTZ/ho8dOyYeffRR4eHhIby9vcWECRNEcXGxxWtr+tk2Go1i6tSpws/PT7i6uorY2Fhx6tSpaqdR32yJBWpaCiGaaAQeERE5vKFDhzbq9HByHBwDQ0REjeL6h4cmJydj48aNVT4Wg6i22AJDRESNolmzZhg1ahRatmyJ8+fPY+HChSgtLcWBAweqXP+IqDY4iJeIiBrFfffdhx9++AHp6enQarWIjo7Ge++9x/BCDYItMERERGRzOAaGiIiIbA4DDBEREdkcBhgiIiKyOQwwREREZHMYYIiIiMjmMMAQERGRzWGAISIiIpvDAENEREQ2hwGGiIiIbA4DDBEREdkcBhgiIiKyOQwwREREZHMYYIiIiMjmMMAQERGRzWGAISIiIpvDAENEREQ2hwGGiIiIbA4DDBEREdkcBhgiIiKyOQwwREREZHMYYIiIiMjmMMAQERGRzWGAISIiIpvDAENEREQ2hwGGiIiIbA4DDBEREdkcBhgiIiKyOQwwREREZHPUchfQWEwmE9LS0uDh4QGFQiF3OURERFQDQgjk5+cjODgYSmX17Sx2G2DS0tIQEhIidxlERERUB6mpqWjRokW1++02wHh4eACouAE6nU7maoiIiKgm9Ho9QkJCpN/j1bHbAGPuNtLpdAwwRERENuZWwz84iJeIiIhsDgMMERER2RwGGCIiIrI5DDBERERkcxhgiIiIyOYwwBAREZHNYYAhIiIim8MAQ0RERDaHAYaIiIhsDgMMERER2RwGGCIiIrI5DDBERERkcxhgHNiW4xn4/ViG3GUQERHVGgOMg8orLsfzy5Pw3Lf7kJZbLHc5REREtcIA46COX9Kj3ChgEsDGw5fkLoeIiKhWGGAc1PFLeum/GWCIiMjWMMA4qMoBZn9KLi7lsRuJiIhsBwOMgzp+KR8AoFFVfAQ2HU6XsxwiIqJaYYBxQAajCSczKgLMUz1CAbAbiYiIbAsDjAM6k1WIMoMJbhoVnrurJQBg3/kcpOeVyFwZERFRzTDAOCDz+Je2zXQI9nJB1zBvAMCmI2yFISIi28AA44COXQ0w7Zp5AAAe6NgMALuRiIjIdjDAOCDzAN52zXQAgAc6BgGo6EbK0LMbiYiIrB8DjAM6LrXAVASYZp4uuCPUC0IAm9gKQ0RENoABxsFkFZTicn4pFAqgbZCHtF3qRjrC6dRERGT9GGAcjLn1JdzXDa4atbTdHGD2nstGJruRiIjIyjHAOJjj1w3gNQv2ckGXq91Ivx5lKwwREVk3BhgHIw3gDdLdsG9gVMVg3sQz2U1aExERUW0xwDiY6wfwVhbq4woAyMxnFxIREVk3BhgHUmow4lRmAQCgXfCNAcbfQwsAyMwvbdK6iIiIaosBxoEkZxTAYBLQOasR7Ol8w/6AqwHmMgMMERFZOQYYB1K5+0ihUNyw39wCU1RmRGGpoUlrIyIiqg0GGAdiHsAbVUX3EQC4adVw06gAsBuJiIisGwOMA7nZAF4zf3YjERGRDWCAcRBCCBxPrwgwUTUIMJyJRERE1owBxkGk60uQW1QOlVKBVgHu1R4X4FExuJctMEREZM0YYByEufso0t8Nzk6qao9jFxIREdkCBhgHIa3Ae5PuI4BrwRARkW1ggHEQyRkVAaZNkMdNj2MLDBER2QIGGAeRfvUJ0829XG56HFtgiIjIFjDAOAhzIDEHlOpwNV4iIrIFDDAO4rK+IpCYZxlVxxxwrhSWwmA0NXpdREREdcEA4wCKy4zIv/pogADdzVtgfN20UCoAIYDswrKmKI+IiKjWGGAcgHlROmcnJTy06pseq1Iq4OvOcTBERGTdGGAcgDmIBHg4V/kQx+txHAwREVk7BhgHkCmNf7l595EZp1ITEZG1Y4BxAOYupFuNfzHzd+fzkIiIyLoxwDiAyl1INWEOOmyBISIia1WvAPP+++9DoVBg0qRJ0raSkhLExcXB19cX7u7uGDZsGDIyMixel5KSgkGDBsHV1RUBAQF49dVXYTAYLI7Zvn077rjjDmi1WrRq1QpLly6tT6kOzdyFdKs1YMzMLTCXCxhgiIjIOtU5wOzduxdffPEFOnXqZLF98uTJWLduHVasWIEdO3YgLS0NjzzyiLTfaDRi0KBBKCsrw65du7Bs2TIsXboUM2bMkI45e/YsBg0ahAEDBuDgwYOYNGkSxo0bh82bN9e1XIcmdSHVMMAE6CpaaszBh4iIyNrUKcAUFBRg+PDh+Oqrr+Dt7S1tz8vLw3/+8x98/PHHuPvuu9G1a1csWbIEu3btwu7duwEAv/32G44dO4bly5fj9ttvx/3334933nkHCxYsQFlZxbojixYtQkREBD766CO0a9cOEyZMwKOPPoq5c+c2wFt2POauIHMwuRVpEC9bYIiIyErVKcDExcVh0KBBiImJsdielJSE8vJyi+1t27ZFaGgoEhISAAAJCQno2LEjAgMDpWNiY2Oh1+tx9OhR6Zjrzx0bGyudg2rn2hiYWg7i1ZdCCNFodREREdXVzVc1q8KPP/6I/fv3Y+/evTfsS09Ph0ajgZeXl8X2wMBApKenS8dUDi/m/eZ9NztGr9ejuLgYLi43PpCwtLQUpaXXWgz0en1t35pdKjOYpBV1azuNurjciMIyI9xvsfgdERFRU6tVC0xqaiomTpyI7777Ds7ONeuOaCqzZ8+Gp6en9BUSEiJ3SVYh62o3kFqpgLerpkavcdOq4aZRAQAy9ZxKTURE1qdWASYpKQmZmZm44447oFaroVarsWPHDsybNw9qtRqBgYEoKytDbm6uxesyMjIQFBQEAAgKCrphVpL537c6RqfTVdn6AgDTp09HXl6e9JWamlqbt2a3MvTXBvAqlbdehdfMPF6GU6mJiMga1SrA3HPPPTh8+DAOHjwofXXr1g3Dhw+X/tvJyQlbtmyRXnPy5EmkpKQgOjoaABAdHY3Dhw8jMzNTOiY+Ph46nQ5RUVHSMZXPYT7GfI6qaLVa6HQ6iy+6Nv7Fv4YDeM04lZqIiKxZrQY3eHh4oEOHDhbb3Nzc4OvrK20fO3YspkyZAh8fH+h0Orz44ouIjo5Gz549AQADBw5EVFQURowYgTlz5iA9PR1vvPEG4uLioNVW/NJ8/vnnMX/+fLz22msYM2YMtm7dip9//hkbNmxoiPfsUGo7gNfMPA6GU6mJiMgaNfjozLlz50KpVGLYsGEoLS1FbGwsPv/8c2m/SqXC+vXrMX78eERHR8PNzQ0jR47E22+/LR0TERGBDRs2YPLkyfj000/RokULLF68GLGxsQ1drt27rK/dGjBmnEpNRETWrN4BZvv27Rb/dnZ2xoIFC7BgwYJqXxMWFoaNGzfe9Lz9+/fHgQMH6luew6vtYwTM2AJDRETWjM9CsnNSgKnhgxzNAtgCQ0REVowBxs7V9jECZlIXEmchERGRFWKAsXPmLqC6diFdzuc6MEREZH0YYOyY0SSkhexq34VUEXiuFJbBYDQ1eG1ERET1wQBjx64UlsIkAIUC8HWr2Sq8Zj5uGigVgBAVIYaIiMiaMMDYMXP3ka+bFmpV7f5Xq5QK+LlzHAwREVknBhg7drmOi9iZSVOpOQ6GiIisDAOMHZNmINVy/IsZZyIREZG1YoCxY9dmINUtwAQwwBARkZVigLFjdV2F1+xaFxIDDBERWRcGGDtW3y4kc/BhCwwREVkbBhg7VtcnUZuxBYaIiKwVA4wdM4+B8a9jFxLHwBARkbVigLFTQogGm0Z9Ob8UQogGq42IiKi+GGDsVF5xOcquPgLAv54BprjciIJSQ4PVRkREVF8MMHbKPG7F08UJzk6qOp3DVaOGu1YNgN1IRERkXRhg7JR5/EtgHWcgmZm7n9L1XI2XiIisBwOMnZKmUNdxAK9ZiI8rAOD8laJ610RERNRQGGDsVH2nUJtF+LkBAM5lFda7JiIioobCAGOnpCnU9exCMgeYMwwwRERkRRhg7FRDdSGxBYaIiKwRA4ydaugupPNXimA0cS0YIiKyDgwwdqq+i9iZBXu5QKNSosxoQlpucUOURkREVG8MMHYqU29+kGP9upBUSgVCfStmIp1lNxIREVkJBhg7VFBqQGGZEUD9W2CASuNgrjDAEBGRdWCAsUPm1hc3jQpuV1fSrQ9pJtJlBhgiIrIODDB2yDz+pa7PQLoeW2CIiMjaMMDYoZyiMgCAr3vDBJhw34oAwzEwRERkLRhg7NCVwooA4+2qaZDztfSvCDAXcopRZjA1yDmJiIjqgwHGDuVcDTC+bg0TYAI8tHDVqGA0CaTm8JlIREQkPwYYO5RdWA4A8G6gAKNQKKRuJK7IS0RE1oABxg6Zx8D4uDk12DnNA3k5DoaIiKwBA4wdMo+B8XFrmEG8AAMMERFZFwYYO5RTyBYYIiKybwwwdii7gWchAUA4n0pNRERWhAHGDmVLs5Aargup5dUAk5ZXguKrjykgIiKSCwOMnSkuM6K4vCJgeDdgF5K3mwaeLhXnO5/NVhgiIpIXA4ydMc9AclIp4N4Az0GqTBoHw2ciERGRzBhg7Ezl8S8KhaJBzy091JHjYIiISGYMMHYmW5qB1HADeM0iOJCXiIisBAOMnbm2iF3DB5hwTqUmIiIrwQBjZ6QupEYIMOaZSOeuMMAQEZG8GGDsTHYDP8ixMnMLTFZBGfQl5Q1+fiIioppigLEzjbGInZm7Vg1/j4q1ZTgOhoiI5MQAY2cacwwMAET4chwMERHJjwHGzjTmGBiAz0QiIiLrwABjZxpzDAwARPgzwBARkfwYYOxMdmHF4NrGGAMDAOHsQiIiIivAAGNHhBCNPgYm3M8VAJCaXdQo5yciIqoJBhg7oi82wGgSABr2QY6VNfdyAQDkFJWjoNTQKNcgIiK6FQYYO5J9tfXFXauGVq1qlGt4ODvBy7UiHF3MKW6UaxAREd0KA4wduTYDqXFaX8zMrTAXctiNRERE8mCAsSPSgxwbaQCvWQvvigBzMZctMEREJA8GGDuS04hPoq6shXfFQN4L7EIiIiKZMMDYEfMYmMZaxM7M3ALDLiQiIpILA4wdyWmyLiS2wBARkbwYYOzIFXOAcW+qFhgGGCIikgcDjB1pqhaY5lcDTHZhGQq5FgwREcmAAcaONNUYGJ2zEzxdrq4Fw5lIREQkAwYYO5LdRLOQAA7kJSIieTHA2BF5AgxbYIiIqOkxwNiJcqMJ+SUV41EaewwMwJlIREQkLwYYO2F+CrVSAWl8SmNiFxIREcmJAcZOSM9BctVAqVQ0+vXYAkNERHKqVYBZuHAhOnXqBJ1OB51Oh+joaGzatEnaX1JSgri4OPj6+sLd3R3Dhg1DRkaGxTlSUlIwaNAguLq6IiAgAK+++ioMBsupuNu3b8cdd9wBrVaLVq1aYenSpXV/hw7i2oMcG7/7CKj8QEcGGCIianq1CjAtWrTA+++/j6SkJOzbtw933303HnroIRw9ehQAMHnyZKxbtw4rVqzAjh07kJaWhkceeUR6vdFoxKBBg1BWVoZdu3Zh2bJlWLp0KWbMmCEdc/bsWQwaNAgDBgzAwYMHMWnSJIwbNw6bN29uoLdsn3IKywE0zfgXgGvBEBGRzEQ9eXt7i8WLF4vc3Fzh5OQkVqxYIe07fvy4ACASEhKEEEJs3LhRKJVKkZ6eLh2zcOFCodPpRGlpqRBCiNdee020b9/e4hqPP/64iI2NrVVdeXl5AoDIy8ur61uzKd/sOivCpq4Xz32zt8mu2fGtX0XY1PXiZLq+ya5JRET2raa/v+s8BsZoNOLHH39EYWEhoqOjkZSUhPLycsTExEjHtG3bFqGhoUhISAAAJCQkoGPHjggMDJSOiY2NhV6vl1pxEhISLM5hPsZ8juqUlpZCr9dbfDmSbHMLjJu2ya55bRwMB/ISEVHTqnWAOXz4MNzd3aHVavH8889j9erViIqKQnp6OjQaDby8vCyODwwMRHp6OgAgPT3dIryY95v33ewYvV6P4uLqx1vMnj0bnp6e0ldISEht35pNM89C8nFr/BlIZlwLhoiI5FLrANOmTRscPHgQiYmJGD9+PEaOHIljx441Rm21Mn36dOTl5UlfqampcpfUpK5UmoXUVMwtMBcZYIiIqImpa/sCjUaDVq1aAQC6du2KvXv34tNPP8Xjjz+OsrIy5ObmWrTCZGRkICgoCAAQFBSEPXv2WJzPPEup8jHXz1zKyMiATqeDi4tLtXVptVpotU3XfWJtzA9y9G3kJ1FXxhYYIiKSS73XgTGZTCgtLUXXrl3h5OSELVu2SPtOnjyJlJQUREdHAwCio6Nx+PBhZGZmSsfEx8dDp9MhKipKOqbyOczHmM9BVcuWpQWGi9kREZE8atUCM336dNx///0IDQ1Ffn4+vv/+e2zfvh2bN2+Gp6cnxo4diylTpsDHxwc6nQ4vvvgioqOj0bNnTwDAwIEDERUVhREjRmDOnDlIT0/HG2+8gbi4OKn15Pnnn8f8+fPx2muvYcyYMdi6dSt+/vlnbNiwoeHfvR25Ngam6buQ2AJDRERNrVYBJjMzE8888wwuXboET09PdOrUCZs3b8a9994LAJg7dy6USiWGDRuG0tJSxMbG4vPPP5der1KpsH79eowfPx7R0dFwc3PDyJEj8fbbb0vHREREYMOGDZg8eTI+/fRTtGjRAosXL0ZsbGwDvWX7I4SQxsA0ZYAxrwVzpbAMRWUGuGpq3SNJRERUJwohhJC7iMag1+vh6emJvLw86HQ6uctpVIWlBrR/q2Khv2NvxzZpkOg0czP0JQbET74LrQM9muy6RERkn2r6+5vPQrID5vEvWrUSLk6qJr02u5GIiEgODDB2ILtS95FC0fgPcqyMA3mJiEgODDB2IFuGAbxmbIEhIiI5MMDYgRwZBvCaNedaMEREJAMGGDsgxxowZuxCIiIiOTDA2IFsGVtguBovERHJgQHGDsixiJ2ZeQyMeS0YIiKipsAAYwekLiQZAoynixM8nCvWneFDHYmIqKkwwNgBqQtJhjEwAGciERFR02OAsQNZBfJ1IQHXxsGcv1Ioy/WJiMjxMMDYuHKjCanZFTOAwv1cZakhqlnFUs/7zufIcn0iInI8DDA2LiW7CAaTgKtGhSCdsyw19GntBwDYdfoKTCa7fLQWERFZGQYYG3fmckW3TYSfW5M/RsDs9hAvuGlUyC4sw4n0fFlqICIix8IAY+NOXy4AAET6u8tWg5NKie4RPgCAP09lyVYHERE5DgYYG3fmaoBp6e8max29W1V0I+1kgCEioibAAGPjTl/tQpKzBQa4Ng5mz9lslBqMstZCRET2jwHGxllLC0ybQA/4uWtQXG7EgZRcWWshIiL7xwBjw7ILy5BTVA6gYhCvnBQKhdSNxHEwRETU2BhgbJi59aW5lwtcNWqZqwF6RzLAEBFR02CAsWHmKdRydx+Z9b46DubQhTzoS8plroaIiOwZA4wNs4Yp1JU193JBhJ8bjCaBxDPZcpdDRER2jAHGhp22shYYAOjdyhcAu5GIiKhxMcDYMGkGkp91tMAAQB+uB0NERE2AAcZGlRtNSLn6EMfIAOtpgenZ0hcKBXAqswAZ+hK5yyEiIjvFAGOjrOEhjlXxctWgY3NPAOxGIiKixsMAY6NOZ15bwE6uhzhWh48VICKixsYAY6POZF0dwGtF41/M+lRa0E4IIXM1RERkjxhgbJS5BcZaplBX1jXMGyqlAhn6UqRzHAwRETUCBhgbJbXAWNEUajNnJxXCfF0BVAzmJSIiamgMMDbKWh7iWJ1WV1uGGGCIiKgxMMDYoMoPcbTGMTAA0CqAAYaIiBoPA4wNqvwQRxeNSuZqqsYAQ0REjYkBxgadtvLuI+BagDHXSkRE1JAYYGyQ+SnU1jgDycxcW1ZBGXKLymSuhoiI7A0DjA2yxoc4Xs9Nq0awZ8UKwexGIiKihsYAY4PMY2CsuQUGACI5DoaIiBoJA4yNqfwQR2tugQE4kJeIiBoPA4yNOX/FOh/iWBUpwHAgLxERNTAGGBtTeQE7a3uI4/W4mB0RETUWBhgbc/5KRfdRhJUuYFeZuQXmYm4xisuMMldDRET2hAHGxpgfjmie4WPNfN218HZ1ghBcD4aIiBoWA4yNycwvBQD4e2hlrqRmuKAdERE1BgYYG5NxtQUm0MoH8JpxJhIRETUGBhgbk2ljASaSA3mJiKgRMMDYECEEMvQVXUiBOtvqQmKAISKihsQAY0MKSg0oLq+YzRPgYRstMOYAc+5KIQxGk8zVEBGRvWCAsSHm1hcPZzVcNCqZq6mZYE8XuDipUG4UOH91BWEiIqL6YoCxIbY2/gUAlEoFIgMqHnnAbiQiImooDDA2JCO/IsAE2MgUajOuyEtERA2NAcaGZEoDeG2nBQaotBYMAwwRETUQBhgbYh4DE2AjM5DM+FBHIiJqaAwwNsTchRRoIzOQzCq3wAghZK6GiIjsAQOMDblsoy0wYb5uUCsVKCwz4lJeidzlEBGRHWCAsSFSC4yNjYFxUikR5usKgAN5iYioYTDA2IiKVXhtswsJ4Iq8RETUsBhgbIS+xICS8oqVbG2tCwm4FmCSM/NlroSIiOwBA4yNuHy1+0jnrIazk22swltZpxZeAIDdZ7LlLYSIiOwCA4yNyLDRNWDMekX6Qq1U4GxWIc5fKZS7HCIisnEMMDYiwwYfI1CZh7MTuoZ5AwD++PuyzNUQEZGtY4CxEdIidjb2GIHK+rXxBwDsYIAhIqJ6YoCxEZnm5yDZaAsMAPS7rSLA7Dp9BaUGo8zVEBGRLWOAsRHXnoNkuy0wUc108PfQoqjMiKRzOXKXQ0RENowBxkbY+hgYAFAoFFIrDLuRiIioPmoVYGbPno0777wTHh4eCAgIwNChQ3Hy5EmLY0pKShAXFwdfX1+4u7tj2LBhyMjIsDgmJSUFgwYNgqurKwICAvDqq6/CYDBYHLN9+3bccccd0Gq1aNWqFZYuXVq3d2gnzKvw2vIYGOBaN9L2kwwwRERUd7UKMDt27EBcXBx2796N+Ph4lJeXY+DAgSgsvDYtdvLkyVi3bh1WrFiBHTt2IC0tDY888oi032g0YtCgQSgrK8OuXbuwbNkyLF26FDNmzJCOOXv2LAYNGoQBAwbg4MGDmDRpEsaNG4fNmzc3wFu2PUKISl1IttsCAwB9WvlBqQBOZuTjUl6x3OUQEZGNUoh6PB748uXLCAgIwI4dO3DXXXchLy8P/v7++P777/Hoo48CAE6cOIF27dohISEBPXv2xKZNmzB48GCkpaUhMDAQALBo0SJMnToVly9fhkajwdSpU7FhwwYcOXJEutYTTzyB3Nxc/PrrrzWqTa/Xw9PTE3l5edDpdHV9i1Yhr6gcnd/+DQBw4p37bHIhu8oe/vxPHEjJxQfDOuLxO0PlLoeIiKxITX9/12sMTF5eHgDAx8cHAJCUlITy8nLExMRIx7Rt2xahoaFISEgAACQkJKBjx45SeAGA2NhY6PV6HD16VDqm8jnMx5jPUZXS0lLo9XqLL3th7j7ycnWy+fACgONgiIio3uocYEwmEyZNmoTevXujQ4cOAID09HRoNBp4eXlZHBsYGIj09HTpmMrhxbzfvO9mx+j1ehQXV93tMHv2bHh6ekpfISEhdX1rVifTDtaAqcwcYP6XnAWD0SRzNUREZIvqHGDi4uJw5MgR/Pjjjw1ZT51Nnz4deXl50ldqaqrcJTUYe5iBVFmnFl7wdnVCfokBB1Nz5S6HiIhsUJ0CzIQJE7B+/Xps27YNLVq0kLYHBQWhrKwMubm5FsdnZGQgKChIOub6WUnmf9/qGJ1OBxcXlypr0mq10Ol0Fl/24toMJPsIMCqlAn1bsxuJiIjqrlYBRgiBCRMmYPXq1di6dSsiIiIs9nft2hVOTk7YsmWLtO3kyZNISUlBdHQ0ACA6OhqHDx9GZmamdEx8fDx0Oh2ioqKkYyqfw3yM+RyORupCsuFF7K7H6dRERFQf6tocHBcXh++//x6//PILPDw8pDErnp6ecHFxgaenJ8aOHYspU6bAx8cHOp0OL774IqKjo9GzZ08AwMCBAxEVFYURI0Zgzpw5SE9PxxtvvIG4uDhotRW/oJ9//nnMnz8fr732GsaMGYOtW7fi559/xoYNGxr47dsG82MEAu1kDAwA9L3NDwBw+GIesgpK4eduP++NiIgaX61aYBYuXIi8vDz0798fzZo1k75++ukn6Zi5c+di8ODBGDZsGO666y4EBQVh1apV0n6VSoX169dDpVIhOjoaTz/9NJ555hm8/fbb0jERERHYsGED4uPj0blzZ3z00UdYvHgxYmNjG+At254MO1kDprIAD2d0aF7RzbftROYtjiYiIrJUr3VgrJk9rQPT54OtuJBTjP+O74WuYd5yl9Ng5sb/jU+3JGNgVCC+fKab3OUQEZEVaJJ1YKjxVV6F116mUZvdG1UxVf5/yVkoKefTqYmIqOYYYKxcXnE5yq6ulWJPg3gBoH2wDs29XFBcbsTO5Cy5yyEiIhvCAGPlzONfvF2doFXb/iq8lSkUCsS0CwAAxB/LuMXRRERE1zDAWDnzInb2sgbM9e6Nqlj7Z8uJDBhNdjkci4iIGgEDjJWTAoyddR+Z9WjpAw9nNbIKynAwNUfucoiIyEYwwFi5zHz7m0JdmZNKiQFtKrqRfmM3EhER1RADjJXLlJ6DZJ8tMMC12UgcB0NERDXFAGPlMqQp1PbZAgMA/dv4w0mlwJnLhTh9uUDucoiIyAYwwFg56TECdtwC4+HshJ4tfQGwFYaIiGqGAcbKSS0wdjoGxmwgu5GIiKgWGGCsmBCiUguMfQeYmKsBZn9KDi5fHbhMRERUHQYYK5ZbVI5yY8XaKH7uGpmraVzNPF3QsbknhAC2nmArDBER3RwDjBW7XFDREuFlh6vwVsU8G2nTkXSZKyEiImvHAGPFzF0p/u72O4C3sgc6BkGhALafvMyxMEREdFMMMFZMCjB29hTq6rQK8MCzfVsCAKav+gtXCjgWhoiIqsYAY8WyChwrwADAlHtvQ5tAD2QVlOH11YchBJ+PREREN2KAsWLmFhg/B+lCAgBnJxU+frwznFQKbD6agVX7L8pdEhERWSEGGCvmaF1IZu2DPTEp5jYAwMy1R3Ext1jmioiIyNowwFgx8ywkRxnEW9k/72qJLqFeyC814JWfD8FkYlcSERFdwwBjxRy1BQYA1ColPn7sdrg4qZBw5grWHkqTuyQiIrIiDDBWzJEDDABE+LlhbJ8IAMDvxzmtmoiIrmGAsVLlRhOyi8oAOG6AAYC7bvMHACScvsIZSUREJGGAsVLZhWUQAlApFfB2te/HCNzM7SFecHFS4UphGU5m5MtdDhERWQkGGCtl7j7yddNApVTIXI18NGol7ozwAQDsOnVF5mqIiMhaMMBYKfMMJEdaA6Y6vSJ9AQC7TmfJXAkREVkLBhgr5egDeCvrHekHAEg8kw2D0SRzNUREZA0YYKwUA8w1UcE66JzVyC814EiaXu5yiIjICjDAWCkGmGtUSgWir3Yj/XmK3UhERMQAY7UceRXeqvS62o2UcJoDeYmIiAHGarEFxlLvVhUtMHvPZaOk3ChzNUREJDcGGCuVVcAAU1mkvzv8PbQoNZhwICVX7nKIiEhmDDBWii0wlhQKhTSdOoHTqYmIHB4DjBUqKTciv8QAgOvAVGaeTv0nx8EQETk8BhgrZG590aiV0DmrZa7GephnIh1KzUVBqUHmaoiISE4MMFao8gwkhcJxHyNwvRAfV4T6uMJgEth7NlvucoiISEYMMFaI41+qx8cKEBERwABjlRhgqter1dVxMHywIxGRQ2OAsUIMMNWLblnRAnPskh6rD1yQuRoiIpILA4wVyuIqvNXy99Di2b4RAIBXVvyFLcczZK6IiIjkwABjhdgCc3PT72+Hh7s0h9Ek8MJ3+5F4ht1JRESOhgHGCplnIXENmKoplQrMebQTYtoFoNRgwrhl+3DkYp7cZRERURNigLFCbIG5NSeVEvOfugPdI3yQX2rAqCV7cDarUO6yiIioiTDAWBkhhBRgAhhgbsrZSYXFI7uhfbAOWQVleHpxItJyi+Uui4iImgADjJXJLzWg1GACwC6kmtA5O2HZmO5o6eeGi7nFePo/idIgaCIisl8MMFbG3PrioVXDRaOSuRrb4OeuxbfjeiDY0xlnLhfimf/sQV5xudxlERFRI2KAsTIc/1I3zb1csHxcD/i5a3Dskh5jl+5FURmfl0REZK8YYKyMufvDjwGm1lr6u+ObMT2gc1Zj3/kc/PPbJBiMJrnLIiKiRsAAY2XYAlM/UcE6LBndHS5OKvwvOQtrD6XJXRIRETUCBhgrIwUYDuCts65h3ogbEAkA+Hb3eZmrISKixsAAY2XYAtMwHr8zFE4qBQ6k5HKROyIiO8QAY2Uu8zlIDcLfQ4v7OzQDAHyTcE7eYoiIqMExwFgZtsA0nBHRYQCAXw6mIa+I06qJiOwJA4yVYYBpON3CvNE2yAOlBhNWJKXKXQ4RETUgBhgrYjIJXCksA8AA0xAUCoXUCrN893mYTELmioiIqKEwwFiRnKIyGE0CCgXg46aRuxy7MPT25vDQqnHuShH+dypL7nKIiKiBMMBYEfMAXh9XDZxU/F/TENy0agzr2gIA8G0Cp1QTEdkL/pa0IubxL3yIY8N6umdFN9LWExm4kFMkczVERNQQGGCsCAfwNo5WAe7o3coXJgF8l5gidzlERNQAGGCsCANM4xlxtRVmxb5UPh+JiMgOMMBYEQaYxnNPu0B4uzohq6AMf56+Inc5RERUTwwwVuRibjEArsLbGJxUSgzpHAwAWHPgoszVEBFRfTHAWAkhBPaeywYAdA7xkrcYOzW0S3MAwK9H0lFYapC5GiIiqg8GGCuRnFmArIIyODsp0TnEU+5y7FKXEC+E+bqiuNyI+GMZcpdDRET1UOsA88cff2DIkCEIDg6GQqHAmjVrLPYLITBjxgw0a9YMLi4uiImJQXJyssUx2dnZGD58OHQ6Hby8vDB27FgUFBRYHPPXX3+hb9++cHZ2RkhICObMmVP7d2dDdl1dZO3OcB9o1SqZq7FPCoUCD91e0Qqz5iC7kYiIbFmtA0xhYSE6d+6MBQsWVLl/zpw5mDdvHhYtWoTExES4ubkhNjYWJSUl0jHDhw/H0aNHER8fj/Xr1+OPP/7Ac889J+3X6/UYOHAgwsLCkJSUhA8//BAzZ87El19+WYe3aBt2XR1Y2rOlr8yV2Leht1eMg/lfcpY0aJqIiGyQqAcAYvXq1dK/TSaTCAoKEh9++KG0LTc3V2i1WvHDDz8IIYQ4duyYACD27t0rHbNp0yahUCjExYsXhRBCfP7558Lb21uUlpZKx0ydOlW0adOmxrXl5eUJACIvL6+ub6/JGIwm0WnmZhE2db3Yfz5b7nLs3oPzd4qwqevF1zvPyF0KERFdp6a/vxt0DMzZs2eRnp6OmJgYaZunpyd69OiBhIQEAEBCQgK8vLzQrVs36ZiYmBgolUokJiZKx9x1113QaK49Dyg2NhYnT55ETk5OldcuLS2FXq+3+LIVxy/pkVdcDnetGh2bc/xLYzO3wqw5mCZzJUREVFcNGmDS09MBAIGBgRbbAwMDpX3p6ekICAiw2K9Wq+Hj42NxTFXnqHyN682ePRuenp7SV0hISP3fUBNJuNp91D3CB2o+A6nRDe4UDJVSgUOpuThzueDWLyAiIqtjN78tp0+fjry8POkrNTVV7pJqbNfpigG8vSI5/qUp+Hto0be1HwC2whAR2aoGDTBBQUEAgIwMyymqGRkZ0r6goCBkZmZa7DcYDMjOzrY4pqpzVL7G9bRaLXQ6ncWXLSg3mrDnbMX6LxzA23QevromzJoDFyGEkLkaIiKqrQYNMBEREQgKCsKWLVukbXq9HomJiYiOjgYAREdHIzc3F0lJSdIxW7duhclkQo8ePaRj/vjjD5SXl0vHxMfHo02bNvD29m7IkmV3+GIeCsuM8HRxQlQz2whd9uDeqEC4alRIyS7CyysO4dPfk/F9Ygp+P5aBrALOTiIisnbq2r6goKAAp06dkv599uxZHDx4ED4+PggNDcWkSZPwf//3f2jdujUiIiLw5ptvIjg4GEOHDgUAtGvXDvfddx+effZZLFq0COXl5ZgwYQKeeOIJBAdXDK586qmnMGvWLIwdOxZTp07FkSNH8Omnn2Lu3LkN866tSII0fdoHSqVC5moch6tGjQc6NsPKpAtYtd9yTRg3jQo/PNcTnVp4yVMcERHdUq0DzL59+zBgwADp31OmTAEAjBw5EkuXLsVrr72GwsJCPPfcc8jNzUWfPn3w66+/wtnZWXrNd999hwkTJuCee+6BUqnEsGHDMG/ePGm/p6cnfvvtN8TFxaFr167w8/PDjBkzLNaKsRfmANMr0k/mShzPm4Oj0DXMG5fySnA5vwSZ+lIkZxYgJbsIo5fsxX/H90K4n5vcZRIRURUUwk4HAOj1enh6eiIvL89qx8OUGozoPOs3lJSb8Nvku3BboIfcJTm8glIDnvgyAUcu6hHq44r/ju/Fp4MTETWhmv7+tptZSLboYEouSspN8HPXoHWAu9zlEAB3rRpLRnVHqI9rRUvM0j0o4IMfiYisDgOMjBLOXHt8gELB8S/Wwt9Di2VjusPXTYMjF/UYvzwJZQaT3GUREVElDDAy2sXxL1Yrws8NX4+6E64aFf6XnIXRS/cgU19y6xcSEVGTYICRSXGZEQdTcgFwATtr1TnECwuf7gpnJyX+PHUF93/6P2w7mXnrFxIRUaNjgJHJwdRclBlNCNI5I8zXVe5yqBr9bvPH+hf7oG2QB64UlmH0kr14Z/0xlBqMcpdGROTQGGBkcjQtDwDQOcST41+sXKsAD6yJ641RvcIBAP/ZeRYPL9iFvy7kyloXEZEjY4CRyfFL+QCAdlx91yY4O6kw88H2WPxMN3i7OuHYJT0eWvAnpq/6C9mFZXKXR0TkcBhgZHLskh4A+PgAGxMTFYjNk+/Cw12aQwjghz2puPuj7Vi++zyMJrtcUomIyCoxwMigzGDCqcyKFpioYAYYWxPg4Yy5j9+On/8ZjbZBHsgtKscba47giS8TcDmfz1EiImoKDDAyOJVZgHKjgM5ZjeZeLnKXQ3XUPcIH61/sg7eGRMFdq8beczl4aP5OHLmYJ3dpRER2jwFGBubuo3bNdBzAa+PUKiVG947ALxN6o6WfG9LySvCPRQnYePiS3KUREdk1BhgZHEu7Ov6F3Ud2I9LfHatf6I2+rf1QXG7EC9/tx8fxf8PEcTFERI2CAUYGxyu1wJD98HR1wpJRd2JcnwgAwLwtyXhk4S4cvsAuJSKihsYA08SEEJyBZMfUKiXeGByFDx/tBDeNCgdTc/Hggp14ffVh5HC6NRFRg2GAaWJpeSXIKy6HWqlA60A+gdpe/aNbCLa+0h8P3R4MIYDvE1Mw4KPtWLX/gtylERHZBQaYJnb86viXVgHu0KpVMldDjSlQ54xPn+iCH5/riTaBFdOtp/x8CAdScuQujYjI5jHANDF2Hzmeni19seGlPhjSORgA8Pb6YxCCg3uJiOqDAaaJcQaSY1KrlHhjUDu4alQ4kJKLXw6myV0SEZFNY4BpYsfTOQPJUQXqnBE3oBUA4P1NJ1BUZpC5IiIi28UA04TyS8px/koRAAYYRzW2TwRaeLsgXV+CRTvOyF0OEZHNYoBpQifSK55/1MzTGT5uGpmrITk4O6nw+gPtAABf7DiNi7nFMldERGSbGGCaEBewIwC4v0MQekT4oNRgwvubTkjbcwrLsDM5Cwmnr3CQLxHRLajlLsCRSAN4GWAcmkKhwIwhURj82U6sO5SG/JJyJGcUWLTG3Nc+CB/+oxM8nJ1krJSIyHqxBaYJSVOoOQPJ4bUP9sQTd4YAALafvCyFlzBfVzipFPj1aDoenP8nTl7tdiQiIktsgWkiBqNJ+mXELiQCgNcfaAdfNy283TRoH6xDVLAOOmcnHEzNxQvLk3A2qxBDF/yJ2Y90xNAuzeUul4jIqjDANJGzWYUoNZjgqlEhzMdV7nLICng4O+GV2DY3bL89xAvrX+qLiT8ewP+SszDpp4M4kZ6Pafe3laFKIiLrxC6kJnKs0gBepVIhczVk7XzcNFg6ujteurti3ZhFO05jZRKfo0REZMYA00TMA3jbNfOQuRKyFSqlAlMGtsHkmNsAAP9afRhHLubJXBURkXVggGki156B5ClzJWRrXry7Fe5pG4BSgwnPL09CTmGZ3CUREcmOAaYJCCGkv5w5A4lqS6lU4OPHb0eYrysu5BTjpR8PwGjiOjFE5NgYYJrAuStFyCkqh0at5BowVCeeLk5Y9HRXODsp8b/kLMyN/7vaYwtKDfgu8TzGL0/C4v+dQanB2ISVEhE1Dc5CagIHUnIAAB2be0KjZmakumnXTIf3H+mEST8dxPxtp7DvfDbuCPVG1zBv3BHqjYu5xfguMQVrD15EYVlFaNl0JB1Ld53Dq7FtMKRTMAeQE5HdYIBpAgdScgEAXUK8ZK2DbN/QLs1x/JIeX/xxBrvPZGP3mewqj2vp74Z7owKx5sBFXMgpxsQfD2Lx/85i2v1t0SvSFwoFgwwR2TYGmCaw/2oLTJdQb5krIXsw/YF2+Ee3Fth3Lgf7U3KQdD4Hpy8XwkmlwH0dmuGp7qHo2dIHCoUCk+65DV//eRYLt5/G4Yt5GL44EW0CPfBUj1AM7dIcni58VAER2SaFsNOnxun1enh6eiIvLw86nXzjTorKDOg48zcYTQIJ0+9GM08X2Woh+5VXVA6lEtU+OymroBSfbUnGT/tSUVJuAgA4OykxpFMwnugeijtCvdgqQ0RWoaa/vxlgGlnimSt4/MvdCNI5Y/fr98hWBxEA5BWXY82Bi/g+MQUnM649ZynCzw2PdGmOh+9ojhbeXCmaiORT09/f7EJqZPvN419CvWStgwiomM00slc4nokOQ9L5HHy/JwWbDqfjbFYhPor/Gx/F/43olr548PZg3Nc+CN5uGrlLJiKqEgNMIzPPQLqD41/IiigUCnQL90G3cB+8/ZABmw5fwqr9F5Fw5or09eaaI+jdyg+DOjXDbYEeuJBThNTsYqTmFCErvxS9In3xRPdQODup5H47ROSA2IXUiIQQ6P7eFlzOL8XK56PRLdxHljqIaupCThF+OZiGDX9dklaPvhk/dy2e7RuB4T3D4K7l30NEVH8cA2MFAeZCThH6fLANaqUCR2bF8i9VsimnLxdgw1+XsPHwJeQUlaGFtytCvF0Q4uMKZycVftiTggs5xQAAL1cnjO0dgX/2i+RaR0RULwwwVhBg1h5Kw0s/HECnFp5YO6GPLDUQNZZyowm/HEzD59tO4UxWIQDgznBvfD68K/w9tDccv/1kJn49ko5nosP5SA0iqlZNf3/zT6VGxPEvZM+cVEo82rUF4qf0w9zHO8NDq8beczkY8tlOHErNlY7LzC/BhO/3Y9SSvfhxbyoe/vxP/LgnBXb6txMRNREGmEZ0gDOQyAGolAo83KUF1kzojUh/N6TrS/CPLxKwMukCvk9MQcxHO7D+r0tQKoCoZjqUGkyYtuowXv75EIrKDHKXT0Q2igGmkZQajDiWVjEIsksIW2DI/kX6u2N1XG/EtAtAmcGEV1YcwuurD0NfYkDH5hXdqOtf7IOp97WFSqnAqgMX8dD8P5FcaT0aIqKaYoBpJEcu6lFmNMHPXYMQH66+S45B5+yEL0d0w0t3twIAuGpUmDE4CmvieqNDc08olQqM7x+J78f1QICHFsmZBXhowZ+IP5ZR7TmLy4w4ka5HQSlba4joGs57bCTm8S+3h3hziXZyKEqlAlMGtsHgzsHwdtVUOaC3R0tfbJzYFy/9cAC7Tl/Bc9/uw7T72uK5u1pK3y9CCPx6JB1vrT2KzPxSAEAzT2e0CnBHqwB3RLf0xd1tA6BW8e8wIkfEANNIDlwdxMjxL+Sobgv0uOl+P3ctlo3pjplrj+K7xBTM3nQCpzIL8O7DHXG5oBRv/XIEvx/PBABo1UqUGky4lFeCS3kl+F9yFpb8eQ6BOi0e7xaCx7uHormXZUunEIJ/PBDZMQaYRnLgPGcgEd2Kk0qJ/xvaAa0D3PH2+mNYkXQBR9P0OHelEEVlRjipFBjfLxIvDGiFknIjTmUW4FRmAY5f0mP9X5eQoS/FvK2nMH/bKURH+kKpUOBKQRmyC8uQXVQGnbMad93mjwFtAnBXa394uvLp20T2guvANIL0vBL0nL0FSgVweGYs3LhCKdEtbT+ZiRe/P4D8q2Nd7gz3xnsPd0TralpySg1GbD6age8Tz2P3mexbnl+lVKBrqDf6tPZD71a+6NTCC07sfiKyOlzITsYAs+nwJYz/bj/aNdNh08S+TXptIluWnJGPT7cko08rPzzWLQRKZc26gE5fLsCfp7LgplHDx10DH1cNfNw0uJBTjO0nM7H1RCaSMwssXuOqUaF7hA/uax+Ex+8MYXcTkZXg06hl9NO+VABAjwg++4ioNloHemD+U3fU+nWR/u6I9He/YXuIjyuiI30x/YF2SM0uwo6/LyPh9BXsOp2FnKJybD95GdtPXoZSocBjd4Y0xFsgoibCANPAjlzMu/oDERjdO1zucojoqhAfVzzdMwxP9wyDySRwIj0f3+4+hx/2pGL+tlN45I7mnNFEZEP43drAFmw7BQB4sHMwwnzdZK6GiKqiVCoQFazDm4Oj4OOmQUp2xVO4ich2MMA0oOSMfGw6kg4AeGFAK5mrIaJbcdWo8WzflgCA+dtOwWiyyyGBRHaJAaYBfb79NAAgtn3gLdfAICLrMCI6DF6uTjibVYj1f7EVhshWMMA0kJQrRVh7qOKH34QBrWWuhohqyl2rxrg+EQCAz7ayFYbIVjDANJCFO07DaBK46zZ/dGzhKXc5RFQLz/QKh85ZjVOZBdh05JLc5RBRDTDANID0vBL8N+kCAGACx74Q2RydsxPGmFthtpyCia0wRFaPAaYBfPnHGZQZTege7oPuXPuFyCaN7hUBD60aJzPy8duxdLnLIaJbYICpp9TsIny/5zwAYMLdbH0hslWerk4YdXXtpvc3nUBWQam8BRHRTTHA1IMQAtNW/YWSchN6tvRB39Z+cpdERPUwtk8EgnTOOHelCE8vTkR2YZncJRFRNRhg6uGnvan489QVODsp8f4jnfgsFSIb5+WqwffP9oC/hxYn0vMxfHEicosYYoisEQNMHaXnleDdDccBAC/f2wbhflx1l8getPR3xw/P9oSfuxbHL+nx9H8SkVdULndZRHQdqw4wCxYsQHh4OJydndGjRw/s2bNH7pIAVHQdvbHmMPJLDegc4iXNXiAi+9AqwB3fP9sDvm4aHLmox4iv2Z1EZG2sNsD89NNPmDJlCt566y3s378fnTt3RmxsLDIzM+UuDWsPpeH345lwUinw4aOdoFKy64jI3twW6IHvnu0Bb1cn/HUhDzEf78Cq/RcgBKdYE1kDqw0wH3/8MZ599lmMHj0aUVFRWLRoEVxdXfH111/LWteVglLMWncMQMWKu3xkAJH9ahukww/P9USbQA9kF5Zhys+HMOI/e3Auq1Du0ogcnlruAqpSVlaGpKQkTJ8+XdqmVCoRExODhISEKl9TWlqK0tJr0x71en2j1DZz3TFkF5ahbZAHxvePbJRrEJH1aBukw7oX++Cr/53BvC3J2HkqC7Gf/IGHuzSHi0Yld3lEshp2Rwt0aC7P6vNWGWCysrJgNBoRGBhosT0wMBAnTpyo8jWzZ8/GrFmzGrUuIQTaBnlgy3EVPny0MzRqq23AIqIGpFErETegFQZ1bIY31hzBzlNZ+HFvqtxlEcmuS6g3A0x9TZ8+HVOmTJH+rdfrERIS0qDXUCgUiBvQCsN7hMLLVdOg5yYi6xfu54Zvx3bH5qMZOHwxV+5yiGTXOsBdtmtbZYDx8/ODSqVCRkaGxfaMjAwEBQVV+RqtVgutVtsU5TG8EDkwhUKB+zoE4b4OVf8sIqKmYZV9IBqNBl27dsWWLVukbSaTCVu2bEF0dLSMlREREZE1sMoWGACYMmUKRo4ciW7duqF79+745JNPUFhYiNGjR8tdGhEREcnMagPM448/jsuXL2PGjBlIT0/H7bffjl9//fWGgb1ERETkeBTCTldl0uv18PT0RF5eHnQ6ndzlEBERUQ3U9Pe3VY6BISIiIroZBhgiIiKyOQwwREREZHMYYIiIiMjmMMAQERGRzWGAISIiIpvDAENEREQ2hwGGiIiIbA4DDBEREdkcq32UQH2ZFxjW6/UyV0JEREQ1Zf69fasHBdhtgMnPzwcAhISEyFwJERER1VZ+fj48PT2r3W+3z0IymUxIS0uDh4cHFApFvc+n1+sREhKC1NRUPlupEt6XqvG+VI33pXq8N1XjfamaPd8XIQTy8/MRHBwMpbL6kS522wKjVCrRokWLBj+vTqezuw9LQ+B9qRrvS9V4X6rHe1M13peq2et9uVnLixkH8RIREZHNYYAhIiIim8MAU0NarRZvvfUWtFqt3KVYFd6XqvG+VI33pXq8N1Xjfaka74sdD+IlIiIi+8UWGCIiIrI5DDBERERkcxhgiIiIyOYwwBAREZHNYYCpoQULFiA8PBzOzs7o0aMH9uzZI3dJTWb27Nm488474eHhgYCAAAwdOhQnT560OKakpARxcXHw9fWFu7s7hg0bhoyMDJkqlsf7778PhUKBSZMmSdsc+b5cvHgRTz/9NHx9feHi4oKOHTti37590n4hBGbMmIFmzZrBxcUFMTExSE5OlrHixmc0GvHmm28iIiICLi4uiIyMxDvvvGPxzBdHuC9//PEHhgwZguDgYCgUCqxZs8Zif03uQXZ2NoYPHw6dTgcvLy+MHTsWBQUFTfguGt7N7kt5eTmmTp2Kjh07ws3NDcHBwXjmmWeQlpZmcQ57vC/VYYCpgZ9++glTpkzBW2+9hf3796Nz586IjY1FZmam3KU1iR07diAuLg67d+9GfHw8ysvLMXDgQBQWFkrHTJ48GevWrcOKFSuwY8cOpKWl4ZFHHpGx6qa1d+9efPHFF+jUqZPFdke9Lzk5OejduzecnJywadMmHDt2DB999BG8vb2lY+bMmYN58+Zh0aJFSExMhJubG2JjY1FSUiJj5Y3rgw8+wMKFCzF//nwcP34cH3zwAebMmYPPPvtMOsYR7kthYSE6d+6MBQsWVLm/Jvdg+PDhOHr0KOLj47F+/Xr88ccfeO6555rqLTSKm92XoqIi7N+/H2+++Sb279+PVatW4eTJk3jwwQctjrPH+1ItQbfUvXt3ERcXJ/3baDSK4OBgMXv2bBmrkk9mZqYAIHbs2CGEECI3N1c4OTmJFStWSMccP35cABAJCQlyldlk8vPzRevWrUV8fLzo16+fmDhxohDCse/L1KlTRZ8+fardbzKZRFBQkPjwww+lbbm5uUKr1YoffvihKUqUxaBBg8SYMWMstj3yyCNi+PDhQgjHvC8AxOrVq6V/1+QeHDt2TAAQe/fulY7ZtGmTUCgU4uLFi01We2O6/r5UZc+ePQKAOH/+vBDCMe5LZWyBuYWysjIkJSUhJiZG2qZUKhETE4OEhAQZK5NPXl4eAMDHxwcAkJSUhPLycot71LZtW4SGhjrEPYqLi8OgQYMs3j/g2Pdl7dq16NatG/7xj38gICAAXbp0wVdffSXtP3v2LNLT0y3ujaenJ3r06GHX96ZXr17YsmUL/v77bwDAoUOHsHPnTtx///0AHPe+VFaTe5CQkAAvLy9069ZNOiYmJgZKpRKJiYlNXrNc8vLyoFAo4OXlBcDx7ovdPsyxoWRlZcFoNCIwMNBie2BgIE6cOCFTVfIxmUyYNGkSevfujQ4dOgAA0tPTodFopG8is8DAQKSnp8tQZdP58ccfsX//fuzdu/eGfY58X86cOYOFCxdiypQpeP3117F371689NJL0Gg0GDlypPT+q/q+sud7M23aNOj1erRt2xYqlQpGoxHvvvsuhg8fDgAOe18qq8k9SE9PR0BAgMV+tVoNHx8fh7lPJSUlmDp1Kp588knpYY6Odl8YYKhW4uLicOTIEezcuVPuUmSXmpqKiRMnIj4+Hs7OznKXY1VMJhO6deuG9957DwDQpUsXHDlyBIsWLcLIkSNlrk4+P//8M7777jt8//33aN++PQ4ePIhJkyYhODjYoe8L1U55eTkee+wxCCGwcOFCucuRDbuQbsHPzw8qleqGmSMZGRkICgqSqSp5TJgwAevXr8e2bdvQokULaXtQUBDKysqQm5trcby936OkpCRkZmbijjvugFqthlqtxo4dOzBv3jyo1WoEBgY65H0BgGbNmiEqKspiW7t27ZCSkgIA0vt3tO+rV199FdOmTcMTTzyBjh07YsSIEZg8eTJmz54NwHHvS2U1uQdBQUE3TKIwGAzIzs62+/tkDi/nz59HfHy81PoCON59YYC5BY1Gg65du2LLli3SNpPJhC1btiA6OlrGypqOEAITJkzA6tWrsXXrVkRERFjs79q1K5ycnCzu0cmTJ5GSkmLX9+iee+7B4cOHcfDgQemrW7duGD58uPTfjnhfAKB37943TLX/+++/ERYWBgCIiIhAUFCQxb3R6/VITEy063tTVFQEpdLyx65KpYLJZALguPelsprcg+joaOTm5iIpKUk6ZuvWrTCZTOjRo0eT19xUzOElOTkZv//+O3x9fS32O9x9kXsUsS348ccfhVarFUuXLhXHjh0Tzz33nPDy8hLp6elyl9Ykxo8fLzw9PcX27dvFpUuXpK+ioiLpmOeff16EhoaKrVu3in379ono6GgRHR0tY9XyqDwLSQjHvS979uwRarVavPvuuyI5OVl89913wtXVVSxfvlw65v333xdeXl7il19+EX/99Zd46KGHREREhCguLpax8sY1cuRI0bx5c7F+/Xpx9uxZsWrVKuHn5ydee+016RhHuC/5+fniwIED4sCBAwKA+Pjjj8WBAwek2TQ1uQf33Xef6NKli0hMTBQ7d+4UrVu3Fk8++aRcb6lB3Oy+lJWViQcffFC0aNFCHDx40OJncWlpqXQOe7wv1WGAqaHPPvtMhIaGCo1GI7p37y52794td0lNBkCVX0uWLJGOKS4uFi+88ILw9vYWrq6u4uGHHxaXLl2Sr2iZXB9gHPm+rFu3TnTo0EFotVrRtm1b8eWXX1rsN5lM4s033xSBgYFCq9WKe+65R5w8eVKmapuGXq8XEydOFKGhocLZ2Vm0bNlS/Otf/7L4BeQI92Xbtm1V/kwZOXKkEKJm9+DKlSviySefFO7u7kKn04nRo0eL/Px8Gd5Nw7nZfTl79my1P4u3bdsmncMe70t1FEJUWgKSiIiIyAZwDAwRERHZHAYYIiIisjkMMERERGRzGGCIiIjI5jDAEBERkc1hgCEiIiKbwwBDRERENocBhoiIiGwOAwwRERHZHAYYIiIisjkMMERERGRzGGCIiIjI5vw/0tWrZMug8pAAAAAASUVORK5CYII=",
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"text/plain": [
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"<Figure size 640x480 with 1 Axes>"
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]
|
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},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
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}
|
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],
|
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"source": [
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"\n",
|
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"def radial_distributions(mesh, nbins=100):\n",
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" center = np.array(mesh.shape) // 2\n",
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" indices = np.indices(mesh.shape)\n",
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" distances_to_center = np.linalg.norm(indices - center[:, None, None, None], axis=0)\n",
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" max_distance = np.max(distances_to_center)\n",
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" distances = np.linspace(0, max_distance, nbins)\n",
|
|
" for i in range(len(distances) - 1):\n",
|
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" # create a radial shell between r_inner and r_outer\n",
|
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" r_inner = distances[i]\n",
|
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" r_outer = distances[i+1]\n",
|
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" shell = np.zeros_like(mesh, dtype=bool)\n",
|
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" shell[(distances_to_center >= r_inner) & (distances_to_center < r_outer)] = True\n",
|
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" shell_mass = np.sum(mesh[shell])\n",
|
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" shell_volume = 4/3 * np.pi * (r_outer**3 - r_inner**3)\n",
|
|
" yield r_inner, r_outer, shell_mass/shell_volume\n",
|
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"\n",
|
|
"def plot_distributions(mesh, name):\n",
|
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" fig = plt.figure()\n",
|
|
" fig.suptitle(f\"Radial distribution for {name}\")\n",
|
|
" bins = []\n",
|
|
" values = []\n",
|
|
" for bin_low, bin_high, value in radial_distributions(mesh):\n",
|
|
" print(f\"Bin {bin_low} -- {bin_high}: {value}\")\n",
|
|
" bins.append(bin_low + (bin_high - bin_low) / 2)\n",
|
|
" values.append(value)\n",
|
|
" plt.plot(bins, values, label=name)\n",
|
|
" plt.show()\n",
|
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"\n",
|
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"plot_distributions(mesh_nn, \"Nearest Neighbour\") \n"
|
|
]
|
|
}
|
|
],
|
|
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