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@stwind
Created January 1, 2024 06:24
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meshzoo.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"collapsed_sections": [
"7O1fvwhpnt61",
"4VWh9xaGnxnT",
"7Hl0KJxEoMfG",
"TJf19EXNoOds",
"S_YK0hVno8Mh",
"h0xlhAO7pC-_",
"6540eYoMpLzx",
"orejts6bpcif"
],
"toc_visible": true,
"authorship_tag": "ABX9TyPbo6r12clgi4sKAlCa300X",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/stwind/68ba5088d2e2d0260678c30f0cc73bb1/meshzoo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"## Setup"
],
"metadata": {
"id": "l1xpJJkpns-t"
}
},
{
"cell_type": "markdown",
"source": [
"### Dependencies"
],
"metadata": {
"id": "7O1fvwhpnt61"
}
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "-sa0ZpRynila",
"outputId": "965b2c81-eaf7-4dbf-cec6-00bf37c06ac6"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m11.6/11.6 MB\u001b[0m \u001b[31m28.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.6/3.6 MB\u001b[0m \u001b[31m34.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m44.6/44.6 kB\u001b[0m \u001b[31m3.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
"lida 0.0.10 requires fastapi, which is not installed.\n",
"lida 0.0.10 requires kaleido, which is not installed.\n",
"lida 0.0.10 requires python-multipart, which is not installed.\n",
"lida 0.0.10 requires uvicorn, which is not installed.\n",
"imageio 2.31.6 requires pillow<10.1.0,>=8.3.2, but you have pillow 10.1.0 which is incompatible.\u001b[0m\u001b[31m\n",
"\u001b[0m"
]
}
],
"source": [
"!pip install -Uq matplotlib pillow scipy einops"
]
},
{
"cell_type": "markdown",
"source": [
"### Commons"
],
"metadata": {
"id": "4VWh9xaGnxnT"
}
},
{
"cell_type": "code",
"source": [
"%matplotlib inline\n",
"%config InlineBackend.figure_format = 'retina'\n",
"\n",
"import os\n",
"import math\n",
"import numpy as np\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"import cv2\n",
"import IPython.display as ipd\n",
"import matplotlib.font_manager as fm\n",
"import locale\n",
"from fastprogress import progress_bar\n",
"from einops import rearrange, reduce, repeat\n",
"from mpl_toolkits.mplot3d.art3d import Poly3DCollection\n",
"\n",
"locale.getpreferredencoding = lambda: \"UTF-8\"\n",
"\n",
"def mpl_theme(gray=\"969696\", stroke_width=0.3, fontsize=7, facecolor='1a1a1a'):\n",
" ## category20: https://github.com/d3/d3-3.x-api-reference/blob/master/Ordinal-Scales.md#category20\n",
" cat20 = mpl.cycler(color=[\"1f77b4\",\"ff7f0e\",\"2ca02c\",\"d62728\",\"9467bd\",\"8c564b\",\"e377c2\",\"7f7f7f\",\"bcbd22\",\"17becf\",\n",
" \"aec7e8\",\"ffbb78\",\"98df8a\",\"ff9896\",\"c5b0d5\",\"c49c94\",\"f7b6d2\",\"c7c7c7\", \"dbdb8d\", \"9edae5\"])\n",
" return {\n",
" \"font.size\": fontsize,\n",
" \"text.color\": gray,\n",
"\n",
" \"figure.dpi\": 100,\n",
" \"figure.facecolor\": facecolor,\n",
" \"figure.frameon\": False,\n",
" \"figure.figsize\": (5, 3),\n",
" \"figure.titlesize\": \"x-large\",\n",
" \"figure.titleweight\": \"bold\",\n",
" \"figure.constrained_layout.use\": True,\n",
" \"figure.constrained_layout.w_pad\": 0.05,\n",
" \"figure.constrained_layout.h_pad\": 0.05,\n",
" \"figure.constrained_layout.wspace\": 0.03,\n",
" \"figure.constrained_layout.hspace\": 0.03,\n",
"\n",
" \"axes.labelcolor\": gray,\n",
" \"axes.labelpad\": 8,\n",
" \"axes.labelsize\": \"large\",\n",
" \"axes.spines.left\": False,\n",
" \"axes.spines.bottom\": False,\n",
" \"axes.spines.top\": False,\n",
" \"axes.spines.right\": False,\n",
" \"axes.facecolor\": facecolor,\n",
" \"axes.edgecolor\": gray,\n",
" \"axes.linewidth\": stroke_width,\n",
" \"axes.axisbelow\": True,\n",
" \"axes.xmargin\": 0.02,\n",
" \"axes.ymargin\": 0.02,\n",
" \"axes.zmargin\": 0.02,\n",
" \"axes.prop_cycle\": cat20,\n",
" \"axes.titlepad\": 6,\n",
" \"axes.titlesize\": \"large\",\n",
" \"axes.titleweight\": \"semibold\",\n",
" \"axes.grid\": True,\n",
" \"axes.grid.axis\": \"both\",\n",
"\n",
" \"ytick.right\": False,\n",
" \"ytick.color\": gray,\n",
" \"ytick.major.width\": stroke_width,\n",
" \"ytick.minor.left\": False,\n",
" \"xtick.minor.visible\": True,\n",
" \"xtick.minor.top\": False,\n",
" \"xtick.minor.bottom\": False,\n",
" \"xtick.color\": gray,\n",
" \"xtick.major.width\": stroke_width,\n",
"\n",
" \"grid.color\": gray,\n",
" \"grid.linewidth\": stroke_width,\n",
" \"grid.linestyle\": \"--\",\n",
" \"legend.fancybox\": False,\n",
" \"legend.edgecolor\": '0.3',\n",
" \"legend.framealpha\": 0.7,\n",
" \"legend.handletextpad\": 0.8,\n",
"\n",
" \"lines.linewidth\": 0.7\n",
" }\n",
"\n",
"def add_mpl_font(fname):\n",
" if fname not in [fe.fname for fe in fm.fontManager.ttflist]:\n",
" fm.fontManager.addfont(fname)\n",
"\n",
"def setup_overpass():\n",
" os.makedirs(\"fonts\", exist_ok=True)\n",
" for style in [\"Regular\", \"Italic\", \"SemiBold\", \"SemiBoldItalic\", \"Bold\", \"BoldItalic\"]:\n",
" ttf = f\"Overpass-{style}.ttf\"\n",
" !wget -qc \"https://github.com/RedHatOfficial/Overpass/raw/master/fonts/ttf/{ttf}\" -O \"fonts/{ttf}\"\n",
" add_mpl_font(f\"fonts/{ttf}\")\n",
" mpl.rcParams['font.sans-serif'].insert(0, \"Overpass\")\n",
"\n",
"setup_overpass()\n",
"\n",
"plt.style.use([\"dark_background\", mpl_theme()])"
],
"metadata": {
"id": "o9WPC_yinu8l"
},
"execution_count": 22,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"## Meshes"
],
"metadata": {
"id": "1M_aKBg4oDSC"
}
},
{
"cell_type": "markdown",
"source": [
"### Triangle"
],
"metadata": {
"id": "7Hl0KJxEoMfG"
}
},
{
"cell_type": "code",
"source": [
"def triangle(n):\n",
" bary = np.hstack([[np.full(n - i + 1, i / n), np.arange(n - i + 1) / n] for i in range(n + 1)])\n",
" bary = np.array([1.0 - bary[0] - bary[1], bary[1], bary[0]])\n",
"\n",
" cells = []\n",
" k = 0\n",
" for i in range(n):\n",
" j = np.arange(n - i)\n",
" cells.append(np.column_stack([k + j, k + j + 1, k + n - i + j + 1]))\n",
" j = j[:-1]\n",
" cells.append(np.column_stack([k + j + 1, k + n - i + j + 2, k + n - i + j + 1]))\n",
" k += n - i + 1\n",
"\n",
" cells = np.vstack(cells)\n",
"\n",
" sqrt3_2 = np.sqrt(3.0) * .5\n",
" corners = np.array([[0.0, -sqrt3_2, sqrt3_2],[1.0, -0.5, -0.5]])\n",
" points = np.dot(corners, bary)\n",
" return points, cells\n",
"\n",
"points, cells = triangle(8)\n",
"\n",
"fig = plt.figure(figsize=(2,2))\n",
"\n",
"ax = fig.add_subplot()\n",
"ax.triplot(points[0], points[1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.margins(0)\n",
"\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 201
},
"id": "BTO92K7coCxk",
"outputId": "af6cc198-0ef5-41bc-9f72-96e3df2de389"
},
"execution_count": 3,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 200x200 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 209,
"height": 184
}
}
}
]
},
{
"cell_type": "markdown",
"source": [
"### Rectangle"
],
"metadata": {
"id": "TJf19EXNoOds"
}
},
{
"cell_type": "code",
"source": [
"def rectangle_tri(x_range, y_range, variant=\"zigzag\"):\n",
" x_range, y_range = np.asarray(x_range), np.asarray(y_range)\n",
" nx, ny = len(x_range), len(y_range)\n",
" # Create the vertices.\n",
" points = np.array(np.meshgrid(x_range, y_range)).reshape(2, -1)\n",
" a = np.arange(nx * ny).reshape(ny, nx).T\n",
" # indices of corners\n",
" #\n",
" # c[3] c[2]\n",
" # _____\n",
" # | |\n",
" # |___|\n",
" #\n",
" # c[0] c[1]\n",
" #\n",
" c = [a[:-1, :-1],a[1:, :-1],a[1:, 1:],a[:-1, 1:]]\n",
"\n",
" if variant == \"up\":\n",
" cells = [[c[0], c[1], c[2]],[c[0], c[2], c[3]],]\n",
" elif variant == \"down\":\n",
" cells = [[c[0], c[1], c[3]],[c[1], c[2], c[3]],]\n",
" elif variant == \"zigzag\":\n",
" # https://stackoverflow.com/a/68550456/353337\n",
" idx = np.ones((nx - 1, ny - 1), dtype=bool)\n",
" idx[1::2, ::2] = False\n",
" idx[::2, 1::2] = False\n",
" cells = [\n",
" # up\n",
" [c[0][idx], c[1][idx], c[2][idx]],\n",
" [c[0][idx], c[2][idx], c[3][idx]],\n",
" # down\n",
" [c[0][~idx], c[1][~idx], c[3][~idx]],\n",
" [c[1][~idx], c[2][~idx], c[3][~idx]],\n",
" ]\n",
" else:\n",
" assert variant == \"center\"\n",
" idx = np.ones(((nx - 1), (ny - 1)), dtype=bool)\n",
" idx[: (nx - 1) // 2, : (ny - 1) // 2] = False\n",
" idx[(nx - 1) // 2 :, (ny - 1) // 2 :] = False\n",
"\n",
" cells = [\n",
" # up\n",
" [c[0][idx], c[1][idx], c[2][idx]],\n",
" [c[0][idx], c[2][idx], c[3][idx]],\n",
" # down\n",
" [c[0][~idx], c[1][~idx], c[3][~idx]],\n",
" [c[1][~idx], c[2][~idx], c[3][~idx]],\n",
" ]\n",
"\n",
" cells = np.column_stack([np.array(c).reshape(3, -1) for c in cells]).T\n",
"\n",
" return points, cells\n",
"\n",
"\n",
"fig = plt.figure(figsize=(8,2))\n",
"\n",
"points, cells = rectangle_tri(np.linspace(0.0, 1.0, 11),np.linspace(0.0, 1.0, 11),variant=\"up\")\n",
"ax = fig.add_subplot(1,4,1)\n",
"ax.triplot(points[0], points[1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(\"up\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = rectangle_tri(np.linspace(0.0, 1.0, 11),np.linspace(0.0, 1.0, 11),variant=\"down\")\n",
"ax = fig.add_subplot(1,4,2)\n",
"ax.triplot(points[0], points[1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(\"down\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = rectangle_tri(np.linspace(0.0, 1.0, 11),np.linspace(0.0, 1.0, 11),variant=\"zigzag\")\n",
"ax = fig.add_subplot(1,4,3)\n",
"ax.triplot(points[0], points[1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(\"zigzag\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = rectangle_tri(np.linspace(0.0, 1.0, 11),np.linspace(0.0, 1.0, 11),variant=\"center\")\n",
"ax = fig.add_subplot(1,4,4)\n",
"ax.triplot(points[0], points[1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(\"center\")\n",
"ax.margins(0)\n",
"\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 226
},
"id": "5ebcCE1goJAu",
"outputId": "b4afefeb-a660-4cd8-f68c-8acedf0b3e62"
},
"execution_count": 5,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 800x200 with 4 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 793,
"height": 209
}
}
}
]
},
{
"cell_type": "code",
"source": [
"def rectangle_quad(x_range, y_range, cell_type: str = \"quad4\"):\n",
" x_range, y_range = np.asarray(x_range), np.asarray(y_range)\n",
" nx, ny = len(x_range), len(y_range)\n",
"\n",
" if cell_type == \"quad4\":\n",
" points = np.array(np.meshgrid(x_range, y_range)).reshape(2, -1).T\n",
" a = np.arange(nx * ny).reshape(ny, nx).T\n",
"\n",
" cells = (\n",
" np.array([a[:-1, :-1], a[1:, :-1], a[1:, 1:], a[:-1, 1:]]).reshape(4, -1).T\n",
" )\n",
" elif cell_type == \"quad8\":\n",
" k = 0\n",
" points_corner = np.array(np.meshgrid(x_range, y_range)).reshape(2, -1).T\n",
" a_corner = np.arange(nx * ny).reshape(ny, nx).T\n",
" k += a_corner.size\n",
"\n",
" x_mid = (x_range[:-1] + x_range[1:]) / 2\n",
" points_xmid = np.array(np.meshgrid(x_mid, y_range)).reshape(2, -1).T\n",
" a_xmid = k + np.arange((nx - 1) * ny).reshape(ny, nx - 1).T\n",
" k += a_xmid.size\n",
"\n",
" y_mid = (y_range[:-1] + y_range[1:]) / 2\n",
" points_ymid = np.array(np.meshgrid(x_range, y_mid)).reshape(2, -1).T\n",
" a_ymid = k + np.arange(nx * (ny - 1)).reshape(ny - 1, nx).T\n",
"\n",
" points = np.row_stack([points_corner, points_xmid, points_ymid])\n",
"\n",
" cells = (\n",
" np.array(\n",
" [\n",
" a_corner[:-1, :-1],\n",
" a_corner[1:, :-1],\n",
" a_corner[1:, 1:],\n",
" a_corner[:-1, 1:],\n",
" a_xmid[:, :-1],\n",
" a_ymid[1:, :],\n",
" a_xmid[:, 1:],\n",
" a_ymid[:-1, :],\n",
" ]\n",
" )\n",
" .reshape(8, -1)\n",
" .T\n",
" )\n",
" else:\n",
" assert cell_type == \"quad9\"\n",
" k = 0\n",
" points_corner = np.array(np.meshgrid(x_range, y_range)).reshape(2, -1).T\n",
" a_corner = np.arange(nx * ny).reshape(ny, nx).T\n",
" k += a_corner.size\n",
"\n",
" x_mid = (x_range[:-1] + x_range[1:]) / 2\n",
" points_xmid = np.array(np.meshgrid(x_mid, y_range)).reshape(2, -1).T\n",
" a_xmid = k + np.arange((nx - 1) * ny).reshape(ny, nx - 1).T\n",
" k += a_xmid.size\n",
"\n",
" y_mid = (y_range[:-1] + y_range[1:]) / 2\n",
" points_ymid = np.array(np.meshgrid(x_range, y_mid)).reshape(2, -1).T\n",
" a_ymid = k + np.arange(nx * (ny - 1)).reshape(ny - 1, nx).T\n",
" k += a_ymid.size\n",
"\n",
" points_center = np.array(np.meshgrid(x_mid, y_mid)).reshape(2, -1).T\n",
" a_center = k + np.arange((nx - 1) * (ny - 1)).reshape(ny - 1, nx - 1).T\n",
"\n",
" points = np.row_stack([points_corner, points_xmid, points_ymid, points_center])\n",
"\n",
" cells = (\n",
" np.array(\n",
" [\n",
" a_corner[:-1, :-1],\n",
" a_corner[1:, :-1],\n",
" a_corner[1:, 1:],\n",
" a_corner[:-1, 1:],\n",
" a_xmid[:, :-1],\n",
" a_ymid[1:, :],\n",
" a_xmid[:, 1:],\n",
" a_ymid[:-1, :],\n",
" a_center,\n",
" ]\n",
" )\n",
" .reshape(9, -1)\n",
" .T\n",
" )\n",
"\n",
" return points, cells\n",
"\n",
"fig = plt.figure(figsize=(2,2))\n",
"\n",
"points, cells = rectangle_quad(np.linspace(0.0, 1.0, 11),np.linspace(0.0, 1.0, 11), \"quad4\")\n",
"ax = fig.add_subplot()\n",
"quads = mpl.collections.QuadMesh(points.reshape(11,11,-2),\n",
" edgecolors='gainsboro',facecolors=\"none\",linewidths=1,alpha=.5)\n",
"ax.add_collection(quads)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.margins(0)\n",
"\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 226
},
"id": "YfKDE0fPobHn",
"outputId": "e0a92ece-cf67-4fda-973b-1c7bb747eb39"
},
"execution_count": 8,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 200x200 with 1 Axes>"
],
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaMAAAGjCAYAAACBlXr0AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAB7CAAAewgFu0HU+AAAMrUlEQVR4nO3aIa4qa9qG4XeR4pA6pTFIXLseDb4HgWEACCbRngm1IxgUuk6lIYRf7B1+29/adfJscV1muTePu1OL72uz2bwLAIIW6QEAIEYAxIkRAHFiBECcGAEQJ0YAxIkRAHFiBECcGAEQJ0YAxIkRAHFiBECcGAEQJ0YAxIkRAHFiBECcGAEQJ0YAxHVzH/zXv/4198lf9o9//KNWq1X997//rf/85z/pOR92tbGrjV1t7Gr373//e7Zbs8eoqur9ftdff/31d5z+lq+vr8/fcRzDa/6fXW3samNXG7va/Pnnn7Pe+1ti9Ndff9X5fP47Tn/LP//5z/rjjz/q+Xza9T+wq41dbexq87vu2u12s97zmxEAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQNzXZrN5z3nwdDrVYrGox+Mx59lfst1uq+/7mqapLpdLes6HXW3samNXG7vaLJfL2u/3s93rZrv002q1qqofQ38XXddV13XV930Nw5Ce82FXG7va2NXGrqzZY3S73Wq9Xtfz+Zz79LdN01Tv97ter1eN45ie82FXG7va2NXGrjZzf3DMHqP7/V7X67XO5/Pcp7/teDzWMAw1jmMdDof0nA+72tjVxq42drXZ7Xaz3vOAAYA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIg7muz2bznPHg6nWqxWNTj8Zjz7C/ZbrfV931N01SXyyU958OuNna1sauNXW2Wy2Xt9/vZ7nWzXfpptVpV1Y+hv4uu66rruur7voZhSM/5sKuNXW3samNX1uwxut1utV6v6/l8zn3626Zpqvf7Xa/Xq8ZxTM/5sKuNXW3samNXm7k/OGaP0f1+r+v1Wufzee7T33Y8HmsYhhrHsQ6HQ3rOh11t7GpjVxu72ux2u1nvecAAQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARD3tdls3nMePJ1OtVgs6vF4zHn2l2y32+r7vqZpqsvlkp7zYVcbu9rY1cauNsvlsvb7/Wz3utku/bRararqx9DfRdd11XVd9X1fwzCk53zY1cauNna1sStr9hjdbrdar9f1fD7nPv1t0zTV+/2u1+tV4zim53zY1cauNna1savN3B8cs8fofr/X9Xqt8/k89+lvOx6PNQxDjeNYh8MhPefDrjZ2tbGrjV1tdrvdrPc8YAAgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiPvabDbvOQ+eTqdaLBb1eDzmPPtLtttt9X1f0zTV5XJJz/mwq41dbexqY1eb5XJZ+/1+tnvdbJd+Wq1WVfVj6O+i67rquq76vq9hGNJzPuxqY1cbu9rYlTV7jG63W63X63o+n3Of/rZpmur9ftfr9apxHNNzPuxqY1cbu9rY1WbuD47ZY3S/3+t6vdb5fJ779Lcdj8cahqHGcazD4ZCe82FXG7va2NXGrja73W7Wex4wABAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEfW02m/ecB0+nUy0Wi3o8HnOe/SXb7bb6vq9pmupyuaTnfNjVxq42drWxq81yuaz9fj/bvW62Sz+tVquq+jH0d9F1XXVdV33f1zAM6TkfdrWxq41dbezKmj1Gt9ut1ut1PZ/PuU9/2zRN9X6/6/V61TiO6TkfdrWxq41dbexqM/cHx+wxut/vdb1e63w+z336247HYw3DUOM41uFwSM/5sKuNXW3samNXm91uN+s9DxgAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOK+NpvNe86Dp9OpFotFPR6POc/+ku12W33f1zRNdblc0nM+7GpjVxu72tjVZrlc1n6/n+1eN9uln1arVVX9GPq76Lquuq6rvu9rGIb0nA+72tjVxq42dmXNHqPb7Vbr9bqez+fcp79tmqZ6v9/1er1qHMf0nA+72tjVxq42drWZ+4Nj9hjd7/e6Xq91Pp/nPv1tx+OxhmGocRzrcDik53zY1cauNna1savNbreb9Z4HDADEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcV+bzeY958HT6VSLxaIej8ecZ3/Jdrutvu9rmqa6XC7pOR92tbGrjV1t7GqzXC5rv9/Pdq+b7dJPq9Wqqn4M/V10XVdd11Xf9zUMQ3rOh11t7GpjVxu7smaP0e12q/V6Xc/nc+7T3zZNU73f73q9XjWOY3rOh11t7GpjVxu72sz9wTF7jO73e12v1zqfz3Of/rbj8VjDMNQ4jnU4HNJzPuxqY1cbu9rY1Wa32816zwMGAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIC4r81m857z4Ol0qsViUY/HY86zv2S73Vbf9zVNU10ul/ScD7va2NXGrjZ2tVkul7Xf72e718126afValVVP4b+Lrquq67rqu/7GoYhPefDrjZ2tbGrjV1Zs8fodrvVer2u5/M59+lvm6ap3u93vV6vGscxPefDrjZ2tbGrjV1t5v7gmD1G9/u9rtdrnc/nuU9/2/F4rGEYahzHOhwO6TkfdrWxq41dbexqs9vtZr3nAQMAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQJwYARAnRgDEiREAcWIEQNzXZrN5z3nwdDrVYrGox+Mx59lfst1uq+/7mqapLpdLes6HXW3samNXG7vaLJfL2u/3s93rZrv002q1qqofQ38XXddV13XV930Nw5Ce82FXG7va2NXGrqzZY3S73Wq9Xtfz+Zz79LdN01Tv97ter1eN45ie82FXG7va2NXGrjZzf3DMHqP7/V7X67XO5/Pcp7/teDzWMAw1jmMdDof0nA+72tjVxq42drXZ7Xaz3vOAAYA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgTowAiBMjAOLECIA4MQIgrvs7jg7DULvd7u84/S3L5bKqqv744w+7/gd2tbGrjV1tftddf/7556z3vjabzXvWiwDQyL/pAIgTIwDixAiAODECIE6MAIgTIwDixAiAODECIE6MAIgTIwDixAiAODECIE6MAIgTIwDixAiAODECIE6MAIgTIwDixAiAuP8Dz4ICqHHlqVAAAAAASUVORK5CYII=\n"
},
"metadata": {
"image/png": {
"width": 209,
"height": 209
}
}
}
]
},
{
"cell_type": "markdown",
"source": [
"### Polygon"
],
"metadata": {
"id": "S_YK0hVno8Mh"
}
},
{
"cell_type": "code",
"source": [
"def _compose_from_faces(corners, faces, n, edge_adjust=None, face_adjust=None):\n",
" # create corner nodes\n",
" vertices = [corners]\n",
" vertex_count = len(corners)\n",
" corner_nodes = np.arange(len(corners))\n",
"\n",
" # create edges\n",
" edges = set()\n",
" for face in faces:\n",
" edges.add(tuple(sorted([face[0], face[1]])))\n",
" edges.add(tuple(sorted([face[1], face[2]])))\n",
" edges.add(tuple(sorted([face[2], face[0]])))\n",
"\n",
" edges = list(edges)\n",
"\n",
" # create edge nodes:\n",
" edge_nodes = {}\n",
" t = np.linspace(1 / n, 1.0, n - 1, endpoint=False)\n",
" corners = vertices[0]\n",
" k = corners.shape[0]\n",
" for edge in edges:\n",
" i0, i1 = edge\n",
" new_vertices = np.outer(1 - t, corners[i0]) + np.outer(t, corners[i1])\n",
" if edge_adjust:\n",
" new_vertices = edge_adjust(edge, new_vertices)\n",
" vertices.append(new_vertices)\n",
" vertex_count += len(vertices[-1])\n",
" edge_nodes[edge] = np.arange(k, k + len(t))\n",
" k += len(t)\n",
"\n",
" # This is the same code as appearing for cell in a single triangle. On each face,\n",
" # those indices are translated into the actual indices.\n",
" triangle_cells = []\n",
" k = 0\n",
" for i in range(n):\n",
" j = np.arange(n - i)\n",
" triangle_cells.append(np.column_stack([k + j, k + j + 1, k + n - i + j + 1]))\n",
" j = j[:-1]\n",
" triangle_cells.append(\n",
" np.column_stack([k + j + 1, k + n - i + j + 2, k + n - i + j + 1])\n",
" )\n",
" k += n - i + 1\n",
" triangle_cells = np.vstack(triangle_cells)\n",
"\n",
" cells = []\n",
" for face in faces:\n",
" corners = face\n",
" edges = [(face[0], face[1]), (face[1], face[2]), (face[2], face[0])]\n",
" is_edge_reverted = [False, False, False]\n",
" for k, edge in enumerate(edges):\n",
" if edge[0] > edge[1]:\n",
" edges[k] = (edge[1], edge[0])\n",
" is_edge_reverted[k] = True\n",
"\n",
" # First create the interior points in barycentric coordinates\n",
" if n == 1:\n",
" num_new_vertices = 0\n",
" else:\n",
" bary = (\n",
" np.hstack(\n",
" [[np.full(n - i - 1, i), np.arange(1, n - i)] for i in range(1, n)]\n",
" )\n",
" / n\n",
" )\n",
" bary = np.array([1.0 - bary[0] - bary[1], bary[1], bary[0]])\n",
" corner_verts = np.array([vertices[0][i] for i in corners])\n",
" vertices_cart = np.dot(corner_verts.T, bary).T\n",
"\n",
" if face_adjust:\n",
" vertices_cart = face_adjust(face, bary, vertices_cart, corner_verts)\n",
"\n",
" vertices.append(vertices_cart)\n",
" num_new_vertices = len(vertices[-1])\n",
"\n",
" # translation table\n",
" num_nodes_per_triangle = (n + 1) * (n + 2) // 2\n",
" tt = np.empty(num_nodes_per_triangle, dtype=int)\n",
"\n",
" # first the corners\n",
" tt[0] = corner_nodes[corners[0]]\n",
" tt[n] = corner_nodes[corners[1]]\n",
" tt[num_nodes_per_triangle - 1] = corner_nodes[corners[2]]\n",
" # then the edges.\n",
" # edge 0\n",
" tt[1:n] = edge_nodes[edges[0]]\n",
" if is_edge_reverted[0]:\n",
" tt[1:n] = tt[1:n][::-1]\n",
" #\n",
" # edge 1\n",
" idx = 2 * n\n",
" for k in range(n - 1):\n",
" if is_edge_reverted[1]:\n",
" tt[idx] = edge_nodes[edges[1]][n - 2 - k]\n",
" else:\n",
" tt[idx] = edge_nodes[edges[1]][k]\n",
" idx += n - k - 1\n",
" #\n",
" # edge 2\n",
" idx = n + 1\n",
" for k in range(n - 1):\n",
" if is_edge_reverted[2]:\n",
" tt[idx] = edge_nodes[edges[2]][k]\n",
" else:\n",
" tt[idx] = edge_nodes[edges[2]][n - 2 - k]\n",
" idx += n - k\n",
"\n",
" # now the remaining interior nodes\n",
" idx = n + 2\n",
" j = vertex_count\n",
" for k in range(n - 2):\n",
" for _ in range(n - k - 2):\n",
" tt[idx] = j\n",
" j += 1\n",
" idx += 1\n",
" idx += 2\n",
"\n",
" cells += [tt[triangle_cells]]\n",
" vertex_count += num_new_vertices\n",
"\n",
" vertices = np.concatenate(vertices)\n",
" cells = np.concatenate(cells)\n",
"\n",
" return vertices, cells\n",
"\n",
"def ngon(p: int, n: int, offset: float = np.pi / 2):\n",
" x = np.linspace(offset, offset + 2 * np.pi, p, endpoint=False)\n",
" corners = np.vstack([[[0.0, 0.0]],np.array([np.cos(x), np.sin(x)]).T])\n",
" faces = [(0, k + 1, k + 2) for k in range(p - 1)] + [(0, p, 1)]\n",
" return _compose_from_faces(corners, faces, n)\n",
"\n",
"\n",
"fig = plt.figure(figsize=(6,2))\n",
"\n",
"points, cells = ngon(4,8)\n",
"ax = fig.add_subplot(1,3,1)\n",
"ax.triplot(points[:,0], points[:,1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(r\"$p=4,n=8$\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = ngon(6,8)\n",
"ax = fig.add_subplot(1,3,2)\n",
"ax.triplot(points[:,0], points[:,1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(r\"$p=6,n=8$\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = ngon(9,8)\n",
"ax = fig.add_subplot(1,3,3)\n",
"ax.triplot(points[:,0], points[:,1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(r\"$p=9,n=8$\")\n",
"ax.margins(0)\n",
"\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 226
},
"id": "ro9LpQoWoxKW",
"outputId": "1231ff5f-89d8-4e70-9fd0-7d38f5b148f4"
},
"execution_count": 9,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x200 with 3 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 593,
"height": 209
}
}
}
]
},
{
"cell_type": "markdown",
"source": [
"### Disk"
],
"metadata": {
"id": "h0xlhAO7pC-_"
}
},
{
"cell_type": "code",
"source": [
"def disk(p: int, n: int, offset: float = np.pi / 2):\n",
" x = np.linspace(offset, offset + 2 * np.pi, p, endpoint=False)\n",
" corners = np.vstack(\n",
" [\n",
" [[0.0, 0.0]],\n",
" np.array([np.cos(x), np.sin(x)]).T,\n",
" ]\n",
" )\n",
" faces = [(0, k + 1, k + 2) for k in range(p - 1)] + [(0, p, 1)]\n",
"\n",
" def edge_adjust(edge, verts):\n",
" if 0 in edge:\n",
" return verts\n",
" dist = np.sqrt(np.einsum(\"ij,ij->i\", verts, verts))\n",
" return verts / dist[:, None]\n",
"\n",
" def face_adjust(face, bary, verts, corner_verts):\n",
" assert face[0] == 0\n",
" z = np.zeros_like(bary[1])\n",
" edge_proj_bary = np.array([z, bary[1], bary[2]]) / (bary[1] + bary[2])\n",
" edge_proj_cart = np.dot(corner_verts.T, edge_proj_bary).T\n",
" dist = np.sqrt(np.einsum(\"ij,ij->i\", edge_proj_cart, edge_proj_cart))\n",
" return verts / dist[:, None]\n",
"\n",
" return _compose_from_faces(corners, faces, n, edge_adjust=edge_adjust, face_adjust=face_adjust)\n",
"\n",
"\n",
"fig = plt.figure(figsize=(6,2))\n",
"\n",
"points, cells = disk(4,8)\n",
"ax = fig.add_subplot(1,3,1)\n",
"ax.triplot(points[:,0], points[:,1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(r\"$p=4,n=8$\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = disk(6,8)\n",
"ax = fig.add_subplot(1,3,2)\n",
"ax.triplot(points[:,0], points[:,1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(r\"$p=6,n=8$\")\n",
"ax.margins(0)\n",
"\n",
"points, cells = disk(9,8)\n",
"ax = fig.add_subplot(1,3,3)\n",
"ax.triplot(points[:,0], points[:,1], cells, c='gainsboro', lw=.5, alpha=.8)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.set_title(r\"$p=9,n=8$\")\n",
"ax.margins(0)\n",
"\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 226
},
"id": "0z-Nw-9epAly",
"outputId": "8a425dbb-892d-4957-f143-af0fc31cf2c1"
},
"execution_count": 10,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x200 with 3 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 592,
"height": 209
}
}
}
]
},
{
"cell_type": "code",
"source": [
"def disk_quad(n: int, cell_type: str = \"quad4\"):\n",
" a = 1 / np.sqrt(2)\n",
" nodes, cells = rectangle_quad(\n",
" np.linspace(-a, a, n + 1), np.linspace(-a, a, n + 1), cell_type\n",
" )\n",
"\n",
" # Inflate the nodes towards the circle boundary.\n",
" # Inflate each point such that the 2-norm of the new point is the max-norm of the\n",
" # old.\n",
" alpha = np.max(np.abs(nodes), axis=1)\n",
" beta = np.linalg.norm(nodes, axis=1)\n",
" idx = beta > 1.0e-13\n",
" nodes[idx] = (nodes[idx].T * (alpha[idx] / beta[idx])).T\n",
"\n",
" return nodes, cells\n",
"\n",
"\n",
"fig = plt.figure(figsize=(2,2))\n",
"\n",
"points, cells = disk_quad(10, \"quad4\")\n",
"ax = fig.add_subplot()\n",
"quads = mpl.collections.QuadMesh(points.reshape(11,11,-2),\n",
" edgecolors='gainsboro',facecolors=\"none\",linewidths=.5,alpha=.8)\n",
"ax.add_collection(quads)\n",
"ax.set_aspect(\"equal\", \"box\")\n",
"ax.set_axis_off()\n",
"ax.margins(0)\n",
"\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 226
},
"id": "W-PXyKVYpPuv",
"outputId": "c36dec60-e2f8-4e03-a084-909fa1874ba5"
},
"execution_count": 12,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 200x200 with 1 Axes>"
],
"image/png": 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toq6uTm1PQECAuhMAgUwmQ1VVFcrLy1FSUoLCwkLk5OQgMzMTqamplPVuo1uMdHV1UVtbq5FzmZubq+uLOotSqcSFCxcQFxeHRYsW4aOPPsKJEydw7do12nv7PW9oxUjDiEQivPLKK3B3d8eVK1dw8uTJbm/05uXlwd7enhwDn0FNTQ2MjIw0cq7W6K5nZGxsDCcnJ9jZ2cHa2lotNkZGRjA0NASPx2v2/NraWkgkEhQVFSEuLk7t+aSnpyMzMxMNDQ3Yu3cvAGDJkiXg8XgQi8VwcHBQe05mZmYwMTGBtbV1CyFvaGhAVVUVKisr1WKVm5uLrKwspKSkNKud6Qx0Z9Pp6OigtLRUI+cyMjLq9mjyzMxMbNq0CVOnTsWsWbPg6+uL/fv3d/n919J5tGKkQfr164c5c+ZAJpORNvAOANLT0zF06FCYm5ujsLCQlGO2RXV1NXR0dCg9R3s8S4xMTU1bFRuhUAgDAwNwuf9e8iqVCjU1NZBIJMjPz0d0dLRabNLS0pCVldVp76KhoQEpKSltJpOw2WzY2dnB0dFRLVa9e/eGiYkJPDw8EBgY2Oz3k8vlkEqlkEgkLcQqNTW1za4CdHtGOjo6qK6upvw8FhYW4PF4pCQgNDQ04LfffkN0dDReeeUVbNiwAYcPH1b3gNRCLVox0gAsFgvvvPMOXnjhBZw9exYHDx4kbegYACQmJgJozCrShBg97T1oEhaLBUNDQ8yePRvW1tYwMzNDr169YGRkBH19/WYFsUqlEtXV1aisrER2djYKCwuRl5eH7OxspKenIzc3V+M3bKVSiYyMDGRkZLT6czabDWtrazg4OMDW1hZWVlYwNzeHsbExXFxc4Ofn1yyBQ6FQqH/H0tJSFBcXIzc3FwKBgNbiYD6fT1kIsimenp4A/v0MkEFCQgI2bNiA+fPnY+PGjfj777/x1VdfacN2FKMVI4rhcrlYvHgxfH19weFwkJmZSaoQAf+mtLq6uuLatWukHvtpqqqqaBGj0NBQjB8/Hj4+PuDxeFiwYEGzG3FaWhqKioqQm5uLzMxMZGRk9MiNaKVSiezs7Fa7CRBYWlrC3t4eYrEY1tbW6N27N3r16gVHR0d4e3uDw+GAz+cjICAAO3bswLlz53D9+nXN/RKgdpZRU1xcXACA1InGQGM4OjMzExwOB35+fli6dCl+/PFH7VgKCtGKEYXo6elh2bJlsLe3x5dffonNmzdj4MCBuHjxIqnnqaurQ3V1Nezs7Eg9bmtUVlaCxWLBwMCA8puNs7MzZs6cicDAQOjp6aG2thYVFRXQ0dHBwoULn9vGl/n5+cjPz8ft27db/bmpqSn27duH+vp6ODk5Ye3atXj77bcRGRmJY8eOUV6PRnRf0MT4CDs7O1RXV1OStRgcHIz6+nrs3LkTS5cuxfLly/HNN9+QvpjU0oi2YIMijI2NsXr1alhbW2PHjh2Ijo5GWloa3NzcKDlfaWkpLCwsKDl2U4j2Lr169aLk+CKRCIsXL8bBgwexZ88eDBo0CFlZWdi+fTumTJmCuLg4KJXK51aIOkJJSQmUSiViY2MxZcoU7NixA9nZ2QgJCVG3l1q8eLFaNMiGaJKqif5v5ubmlCVKuLm5IT09HdHR0di+fTtsbGywevVqWnsz/pfRihEFWFlZYe3atdDR0cHnn3+u3lx98OABRCIRJV228/PzKROIphDZRWTONGKz2Rg7diy+/vprHDlyBNOnT4dSqcSRI0cwY8YMvPPOO7h06RKUSiUaGhq0HRg6AJvNhlwuh1KpxN9//4133nkHM2fOxJEjR6BUKjF9+nQcPXoUu3fvRlhYGKmFxMR1qIkmqb169aIkHGtrawsjIyNERkYCaCwu//zzzyEQCPDBBx/A0tKS9HM+72jFiGRcXV2xevVqVFVV4fPPP0dBQYH6Z5cuXQIAjBo1ivTzZmVlQVdXl/LuCOXl5QDI6dzt6+uLTz75BKdPn8bbb78NS0tLXLt2DUuXLsWCBQtw4MCBFqFAhUKh7cDQAdhsdotuAlVVVThw4AAWLFiA1157DdevX4eVlRWWL1+OU6dOYePGjfDx8en2uQnPiLhWqEJfXx+6urrdqtFrixEjRgAALl++rP5eQUEBtmzZAqlUivfff1+9X6WFHLR7RiQSEBCAxYsXIyUlBd9++22Lor/8/HxUVFQgICAABw4cIPXcSUlJAAB3d3f1ao4KujtGwtzcHDNmzEBwcDBMTEwgl8sRFxeHM2fOIDw8/Jmvl8vlWjHqACwWq93N9vT0dHzxxRcAgEGDBmHixIkIDAzEgAEDUFZWhvDwcBw9erRLxaREHRrVnhGRSZecnEz6sfv27YuKiooWXldlZSW2bduGN954AytWrMCPP/6Ihw8fkn7+5xGtGJHEsGHDMGvWLERGRmL//v1t3giePHkCf39/0osS4+LiADTGuakUIyI+35nCVz6fj4kTJ2LUqFGws7MDi8VCVlYWTp8+jTNnznRq81kul2vDdB2AzWZ3uJg6PDwc4eHhEAgEmDhxIkaOHInx48dj3LhxyMzMxKVLl3D27NkONz4l9qKo9oyI/dfHjx+Telw2mw17e/s2Raa2thZfffUVXnnlFSxduhS//fYb5VmszwNaMSKByZMnIywsDJcuXcKJEyfaFZnw8HAEBQWhb9++pIpGaWkpZDIZ5SPI6+rqoFKpOjRGYuDAgZg0aRI8PT3B4/FQUVGBCxcu4NixY83Cl51B6xl1jGd5Rq1RV1eHo0eP4ujRo7C0tMT06dMxaNAgLFmyBAsWLEBcXBxOnz7dZhYfgVAohFKppLwvn729Perr60kXvYCAAPD5/HY9dblcjh9//BGVlZWYPXs2jIyMcPr0aVLteN7QilE34HA4mD9/PgYOHIjjx4+r94Ta459//sHy5csRGhpKugejqRHkDQ0NbY6REIvFmDFjBoKCgmBoaIj6+npERUXh5MmTiIqK6va5tZ5Rx+iKGDUlPz8fu3btwq5du+Dv748pU6bAz88Pfn5+kEgkuHv3Lo4dO4asrKwWr9XULCNra2tKvK/Q0FAolUrcuHGj3eepVCocO3YM5eXlmD59OkQiEQ4dOqTt/N1FtGLURXR0dLB06VL1PJR79+516HV1dXXIy8uDl5cX6TYVFhZqpEddfX19M89IX18fU6dOxbBhw2BlZQWVSoXU1FQcPHgQFy5cILVQkDgWl8vVFiC2AVGUTNb7ExUVhaioKHC5XIwZMwajR4/GyJEjMWrUKOTl5eHq1as4efKkuv2Ppjp29+rVC+np6aQf18vLC3l5eR327C5dugSJRIIFCxZAKBTi+++/1w7s6wJaMeoChoaGeOutt2BpaYldu3Z1usfc48eP8eKLL0JfX5/U/l3Z2dnw9vYGm82mtM1NfX099PX1MXLkSIwdOxZubm7gcDgoKirCiRMncOLECcr2C4h9Cz6frxWjNiA6i5M93E4ul+Ps2bM4e/YsjI2NMW3aNAwdOhRz587F7Nmz8eTJE/zxxx/Q19enfLAel8uFoaFhu50quoK+vj4sLCw6XZh+9+5dSCQSvPHGG3jvvfewe/dujdRZ/ZfQilEnMTMzw/Lly6Gjo4MvvvgCOTk5nT7G1atXERYWhhEjRuDs2bOk2ZacnAwWiwUXFxfS26MQ8Hg8GBkZwcLCAn369EFtbS3Cw8Nx4sQJys7ZFEKA+Hy+thK+DQgxolKsy8vLsXfvXuzduxdubm6YPn06AgMDsWrVKrXXSqX36uLiAhaLRXo3iREjRoDFYuHq1audfm1CQgK2bt2K5cuX4/3338dXX33V5dEWzyPaneBOIBaLsWbNGqhUKmzZsqVLQgQAMTExqKurw4ABA0i1j/DQiDHMZDNkyBAcPnwYurq6kMvl2Lp1K6ZMmYJPP/1UI0IEQL0XQWfncKZDvDea2LcBGjNEN2/ejClTpmDr1q1oaGgAj8fD4cOHMWTIEErO6e7uDgCIj48n9bgDBgxAXV1dlzP0srOz8dlnnwEA1qxZA7FYTKZ5/2m0YtRBxGIxVq5ciZKSEnz++efdbkGSlpZGetFcRkYGFAoFHB0dST2uqakptm/fjg8//BAKhQIJCQmoq6vDlStXNN71mrjBPj3kTsu/EHtGVIfKnkapVOLKlSuQyWSIj4+HUqnEhx9+iO3bt8PU1JTUczk6OkKhUJBe8Ori4oLU1NRuHaO0tBSff/45SkpKsHLlSq0gdRCtGHUAMzMzvP3228jLy8OOHTtIaRAaGRkJoVBI+oVaWVlJ6gjyBQsWYP/+/fDw8MC5c+cwZ84cxMbGQiAQ0NK9WytGz0bTnlFTeDwedHR08PjxY8yZMwfnzp2Dh4cH9u/fj/nz55N2HhsbG9Ibsdrb20MoFJKS5SqVSrFjxw7k5eXh7bffhpmZGQkW/rfRitEzMDQ0xPLly1FbW4vdu3eTttr8+++/AZDfGqi4uBi9e/fu9nE8PT3x888/Y/bs2cjKysLSpUvx9ddfQ6lUIi8vDwBoWfERN1g6ZyoxHbKz6ToDcU0Qs6K+/vprLF26FFlZWZgzZw4OHDig7pzQHXr37k36fszIkSMBoEMlGh1BJpNh9+7dqK2txTvvvNOh2rznGa0YtYOOjg7eeust6OjoYOfOnaSOTCguLkZZWRn8/f1JOybQOIK8O33jBAIB1q1bhx07dkAoFGL37t1YtmxZs6wlIjSiiZEVT9M0m05L61CVTdcRCDFqer1kZ2dj2bJl2LNnD4yMjLBjxw6sW7cOAoGgy+cxMjLq8p5tW/j7+6OsrIxUkZNKpdi5cycEAoH6XqKldbRi1AYcDgdLly6FpaUlvvzyS0ra1CcmJkIsFpPaUSAtLQ1cLrdLXYXHjBmDX3/9FSEhIQgPD8ecOXNw/vz5Fs8jxEgTBbZPow3TPRu69oyAf6+J1up/zp49izlz5iAiIgIhISH49ddfERYW1ulz2NjYgMvlklpjRLQA6myZRkcoLS3FV199BUtLSyxdupTWCbxMRitGbTB//ny4u7vjm2++IX0FRhAeHg4ej4egoCDSjkmMX+5MKMTGxgZ79uzBO++8A6lUilWrVmHTpk1tpk5XVFRALpdrZH7S02jDdM+GeG/o2DOysLCAXC5Xz716mpqaGnzyySdYtWoVpFIpli9fjq+//rpTCxsiW5TMUeNBQUHgcrkdatbbFbKzs/HNN9/A3d0d8+bNo+QcPR2tGLXC5MmTMXDgQOzbt4+SlRLBjRs3oFAoSE1/JeztSKYem83GsmXL8MMPP8DOzg5HjhzB/PnzO5TWWlNTQ8umrFaMng2dYmRmZtahQu7Hjx9j/vz5OHLkCOzt7fHDDz/gjTfe6FCUwNnZGQC5YjR06FAoFIpntgDqDgkJCdi/fz+Cg4MxadIkys7TU9GK0VMMGzYMYWFhOH78OO7fv0/puWQyGXJzc0nZ0CVoaGiAVCp9ZnJBUFAQDh8+jAkTJiAhIQGvvPJKp8ZaVFZWkjpgr6MQbVa0Ybq2Id4bOsTI2Ni4Ta+oNYj5SomJiZg4cSIOHz6M/v37t/saOzs7SKVSUn8/Dw8P5ObmUv6e3bt3DydOnMCYMWMQGhpK6bl6GloxakJAQABmzZqFy5cvk5ZR8yyio6PRu3dvUkdAl5aWwtzcvNWfiUQibNmyBZ988gm4XC4+/fRTvPfee50e411eXk5LdhCxD6L1jNqGzj0joVDY6VZQJSUleO+997BlyxZwuVxs2rQJn332WZufCQsLC1LHzguFQpibm+PRo0ekHbM9/v77b1y+fBmzZ89GQECARs7ZE9CK0f/j4uKCxYsXIzIyEsePH9fYea9evQoWi6WeLEkGeXl5rXotM2fOxMGDB+Hn54dLly7hpZde6nJYori4uM3O3VSiDdM9GzrDdPr6+igqKurSa69fv46XXnoJly5dgr+/Pw4dOoSZM2e2eJ6xsbG6vIAMiJTurrQA6irHjx9HZGQkFi9erJ0Y+/9oxQiApaUlli1bhpSUFOzfv5/UoXfPIj4+HrW1taQmMWRkZEAgEKhXls7Ozvjpp5+wcOFCFBYW4q233sL27du7dbMqKioCl8sl1aPrCMRqn8vVtlVsC0KMNN05WigUgsvlorCwsMvHaGhowPbt2/HWW2+hqKgICxcuxE8//aTeJxIKhRAIBKR2XggKCkJtbS2l+8NPo1KpsH//fqSmpmLZsmVdyn79r/Hci5GxsTFWrFiB0tJSfPPNN7QUCqakpMDV1ZW04xF94nx9fbF69Wrs3r0bpqam+OGHH7BkyRJSmksSGYaaGFnRFK1n9GzoCtMRgx1zc3O7fayUlBQsWbIEe/fuhampKXbv3o1Vq1bBz88PAEjtheji4kLJ6PJnIZfL8c0336CsrAwrVqzoVn3gf4HnWoz09PTwzjvvQKFQYNeuXZRPpmyL+/fvQ19fX7366y7x8fHgcDj48MMPMWLECDx48ADz5s3D77//TsrxgUbvCwBsbW1JO2ZH0O4ZPRu6xIi4Fsj0Wk6cOIF58+bhwYMHGDlyJNasWQMOh4O4uDhSju/s7Ax9ff0OzyMjG2KEuVKpxPLly6Gnp0eLHUzguRUjLpeLZcuWQSQS4csvvyS9z1VnIJIlyNo3mjVrFrhcrlqQ1q1b16kMp45ATPi0srIi9bjPggg9acN0bUO8N5oWI6JWiOzmpRKJBOvWrcOHH34IoPH3mz17NinHJvaLrly5QsrxukJlZSW++uoriEQivPHGG8/ttf1cihGLxcLixYthb2+PXbt2dSvGTQZlZWUoKSnpdmsgNpuNjRs3YsqUKZBKpSgtLSV9tDmBTCZDfX19m1l7VKH1jJ4NXZ5R7969UV9fT1niRGRkJKqqqiCVSjFlyhRs3Lix291L/Pz8UFJSgrKyMpKs7BrEmHdHR0csXrwYLBaLVnvo4LkUo/fffx8DBgzADz/8gLS0NLrNAdAYWrO1te1yqxCBQICvv/4aAwYMwMWLF3Hq1CkYGxuT3rq/KVKplNLjtwaRXKIVo7ah670xNTUltX/j05iZmUEkEuHkyZP4888/MWDAAOzevbvLPe64XC5sbW1Jn4nUVdLS0vD9999jwIABeOedd+g2R+M8d2LUr18/9O/fH5aWlti8eTO++uorzJ8/n/Zslps3b4LL5WLQoEGdfm3v3r3x008/wdHREfv27cOXX36Jf/75B0BjES9VVFZW0rLpqlQqn9tQRkfgcrkanzMFNNawURnuHj58OADgn3/+wc6dO7Fv3z44OTnhp59+6lI3kODgYHC5XNy8eZNsUzuFpaUl5s+fj127dmHz5s2wtLTECy+8gH79+tFql6Z5rj7RxsbGmDNnDv7++29kZmZi4MCBcHNzw5w5czBnzhxUVFQgMTERERER+OeffzSa0BAREQG5XI6QkJBO1f64u7vj008/BY/Hw2effaZ+bUpKCmpqahAYGEhZ3VRZWZl64qYmUalUWjFqB7rEyNDQsFm3brIJCAhAdXW1evjd0aNHkZ+fj9WrV+P777/Hhx9+2Kn07MGDB0MulyMiIoIqk1tFIBBg6NChGDRoENzc3NQLuoqKCkRFReH27dsQi8WYM2cOkpOTUVFRoVH76OK5+USzWCwsWLAAMpkMBw8eRE1NDS5evAigsVHoyJEjERAQgICAAAwYMADLly9HXl4eYmJicO3aNcTExFBqn1wuR3Z2dqdaAw0ZMgSrV6+GTCbDypUrW6S7pqenw8nJiWxT1RQVFaFv376UHb8ttJ5R+/B4PI3WyhHo6el1ueC1Izg5ObXo1H3jxg0UFhZiy5Yt2LZtG7Zu3drhxZyHhweys7M1Us7h6+uLYcOGwdvbG1ZWVmCz2ZDJZEhPT8fFixdx6dKlZinxenp62LBhA1555RV8+eWXtPw9Nc1z84kePnw43N3dsXPnzhbdqHNycnDgwAEcOHAAbDYbAQEBCA0NhZeXF8LCwjBmzBjU1dUhLS0NkZGR+Pvvv0kf7AUAjx49wuTJk2FsbPzMliqzZ8/Gyy+/jOLiYqxYsaLV9igPHjyAp6cnbG1tKVmxFhQUgMViwcLCAgUFBaQfvy20nlH7cDgcjXtGlpaWYLFYyM/Pp+T4tra2MDQ0xMOHD1v87MmTJ1i6dCn+97//4YMPPoClpSWOHj3a7vFMTExgampKWYjOzMwML7zwAgIDA+Ho6AiBQACVSoWCggJcuXIF169fx4MHD9oUmZqaGuzfvx8rVqzAsGHDNNodgi6ei0+0paUlpk6diqtXrz7TjVcqlYiMjFRnoenr62PEiBEYMGAAXFxc4OHhgfnz56OsrAyJiYkIDw/HjRs3SMlcunz5MiZPnoyRI0e2G1pbuXIlRo0aheTkZKxcubLNcOLVq1cxf/58hIaG4tChQ92272mI9G6xWKxRMaLbM2Kz2eprwcnJSZ14snLlSqSmpiI+Ph7Jycm0hMoAesJ0RPEzVeNWiL3Ptm7KxcXFWLJkCbZv346FCxfCxsYGO3bsaPN4REr35cuXSbGPz+djyJAhGDRoEPr06aNuxyWRSBAXF4c7d+7gypUrHepoTpCQkICrV69i2rRpSEhIoEzomcJ/Xow4HA4WL16MkpKSLhV9VldX4+zZszh79iyAxhvvqFGj4O/vj379+iE4OBjvvvsucnNzER0djatXr3Y5OyclJQXV1dXo379/q2LE5XKxZcsW+Pj4IDw8HJ988km7x8vPz4dEIlH3+SKbpoWvd+/eJf34baFQKDQiRnw+H+7u7ujTpw8cHR1hY2MDU1NTGBkZqVNvFQoF2Gw2WCwWhg8frh4jr1KpUFlZieLiYuTm5iItLQ2JiYlISEigPOWaDs/IxsYGwL/XBNn4+/tDIpG0e0Ouq6vD22+/jY8++ggvvPACLCwssHbt2lbDcP3790d1dXW3upF4eHhg+PDh8PX1hbW1NTgcDhoaGpCZmYnLly/j8uXL3a65OnnyJDw8PLBo0SJs2bIFCoWiW8djMv95MRo/fjysra2xZcsWUuofMjMz8eOPPwJoXCEHBQVhyJAh8PT0xPjx4zF+/HjU1tYiJSUF9+/fx6VLlzpVw5CcnNxqayChUIidO3fCxsYGJ06cwN69ezt0vNTUVPTp06fD5+8MhYWFUKlUGs9EJDtMp6+vD09PT7i5ucHR0RGWlpYwMzNr1gi2oaEB5eXlyM7ORnh4OJKTkxEfH4/MzEz132LJkiUQi8Xw8PCAi4sL7OzsYG5uDnt7+2bjAqRSKYqLi5Gfn4+0tDQ8efIEcXFxnVo1twcdnpGlpSVUKhVlq3cHB4cOJScolUps3LgRS5YswbRp0/D9999jxYoVLYq+nZ2dO91SyMTEBKNGjUK/fv3g7OwMXV1dqFQqFBUV4fr167h58ybu3r1L6nsvk8nw008/Ye3atRg/fjxOnz5N2rGZxn9ajJycnBAWFoYzZ86QXhUONF74t2/fxu3btwE0CsaIESMQFBQEV1dXeHt7Y+HChSgpKUF8fDxu3rypzppri7t378LPzw9ubm7qD4utrS22b98OQ0ND7Nq1C3/88UeHbYyMjIS/vz+cnZ1J6UnXFKVSiZqaGvTu3ZvU4z4LhULRpXosY2NjeHt7w9XVFWKxGJaWljA1NYWurq76OXV1dSgvL0dycjIyMzORnJyM2NjYDochMzMzkZmZqU6OIbCwsICXlxdcXFwgFothYWGBgIAABAcHq59TW1uLkpIS5OfnIzMzE0+ePMHjx487nU1Fh2fUu3fvNicDdxfixt+ZAu69e/ciLy8Py5Ytw969e7Fy5Ur1vqm7uzt0dXWf6c1zuVwEBwdj8ODB8PDwUNfUSaVSJCYm4u7du7hy5Qrp3U2eJjMzE+fOncOECRMQExPDmNpIsvnPipGOjg4WLVqEtLQ0/Pnnnxo5p0QiwalTp3Dq1CkAjR+iESNGwN/fH8HBwRgyZIg6a+7Ro0e4fPlyC4G4evUqli5dihEjRuDJkycICAjA+vXrAQDr1q1rdQO3Pa5du4YlS5YgNDSUdDECgKqqKo0P2VMqle2KUWs3fhMTE+jo6KifU1NTg7KyMjx+/Fh944+Nje30LJ6OUlBQgIKCghZ7FMbGxvDy8oKbmxvEYjGsrKzg7e3dbMBcfX09ysrKUFBQ0CGB5HK5Gg/nmJiYoKqqipJjE/tF165d69Tr/vjjDxQWFuKjjz7C119/jY0bN+Lhw4fqeqXW9oucnZ0xcuRI+Pn5wdbWFlwuV/2ZvXHjBq5cuULJ5+hZXLx4Ed7e3li8eDE2btyo8Y7smuA/K0YzZ86EoaEhvvzyS9o2klNSUtQXLrHKCgkJgaenJyZPnozJkyejuroaycnJuHv3Li5fvoyKigoUFRXB398fY8aMwZtvvomqqqpmK7vOUFpairKyMvj6+pL96wForI3QdBcGIoGBCIm5urrC1tYW5ubmMDY2btaBQCqVoqSkBA8ePEB6ejoSExNJDYl1l/Lycty8ebNFVhcROuzTpw8cHBxgZWUFFxeXZi2jiNBhYWEhsrOzkZSUhPj4eFrCdCKRiJIMU6AxLbqsrKxLLXsiIyPx1ltvYdu2bdi8eTN2794NPz8/FBYWQiKRQCgUYuTIkQgKCoKLiwv09fUBNA78Cw8Px82bNxEeHk7bPYRAqVRi3759+PjjjzFjxgxK9oDp5j8pRr6+vggJCcGhQ4corXvoDHK5HDdu3FDXQJiYmGDEiBHo378/3Nzc4Ofnh6VLl6KoqAgcDgcODg545513kJOT02rMuzMkJyerW++TTWlpqUbHSAwZMgRmZmawsLDADz/8AKBxD0kikaC4uBgJCQlITU3VWLIAVVRXV+PevXstukk3TapwcnKCtbU17Ozs4OXlhTFjxgD4t85oyJAhXR6e2Fn09fUpmwckFos7HRFoSlZWFpYsWYKdO3di+fLl4HA4kEqlOHjwoLq3Yk1NDVJSUtShN6o85O5QVFSEY8eOYe7cuYiJiUF0dDTdJpHKf06MDA0NMX/+fMTExNDe5qM9ysrKcPz4cXXWnJubG0aMGAE/Pz84ODiAx+MhOTkZb731VreL8u7du4egoCD4+PiQXrxbVFQEgUCgDmdQxYgRIzBv3jx1PYtUKsWBAwcQHx+PpKQk2leumkImkyE6OrrFjYjNZsPV1RUeHh6YN28ehEIhPvzwQyxcuBCHDh2itCs1j8eDQCCgZOHn6+sLPp/f7REPEokES5cuxY4dO+Dn5wcDAwMUFRXhzJkzuHLlCqnzkajkxo0b8PX1xfz587FhwwbKQqN08J/rTTd//nywWCz8/PPPdJvSKZ48eYJvvvkGZ86cgVKpRFRUFF5//XVSbvDXr19Xr5TJhhj/bGdnR/qxASAsLAwHDx7E6tWroaenh/379yM5ORllZWU4efIkEhMTnxshag+lUonExEScPHkSlZWVSEpKwoEDB6Cnp4fVq1fj4MGDGD16NCXnFovFAMgZqvc0gwcPhkqlUvda7A5yuRzvvPMOHj16BIVCgVOnTuGbb77pMUJE8PPPP4PFYmH+/Pl0m0Iq/ykxCgkJga+vLw4ePNgjVwwBAQFYtmwZcnJysHLlStKOS+ybeHl5kXZMAiJLkbghkcWECRNw+PBhLF++HHw+Hz/88ANmzZqF3377DXV1deDz+aSe77+Ejo4OamtrceTIEcyaNQt79+4Fn8/Hu+++i8OHD2PChAmkno/421PR5cPb2xvFxcWkdgN/7733kJOTg7feegsBAQGkHVdTSCQSHDx4EL6+vl1qrMxU/jNiZGZmhpkzZyI8PByPHj2i25xOY2tri/Xr16OqqgorVqwgPeSVmJgIW1vbbs9/eRqiyJEYrNZdpkyZgiNHjmDZsmUAgD179mDWrFn4/fff1R5QXV2ddoREO/B4PHVXDqVSiRMnTmDWrFnYs2cPWCwWli1bhiNHjmDKlCmknI8YsPh037juwmazYWNjg8TERFKPK5fLsWLFClRVVWH9+vUan1ZMBo8ePUJ4eDhmzZql8QQiqvhPiBGLxcLChQshlUrx22+/0W1OpxEKhdi+fTuAxlY/VNQt3LlzB1wuF4GBgaQet7KyEnK5vFuFr2w2GzNnzsTRo0exdOlSNDQ04Msvv8ScOXPUnS+aUlNTo/WM2oHH46G2trbF98+ePYuXXnoJX375JeRyOZYuXYqjR49i5syZ3VqkWFhYQC6Xk37d9uvXD1wuF3fu3CH1uECjd7F69WoAwPbt2yEUCkk/B9X89ttvkEqlWLRo0X9iGN9/QoxefPFFODo64qeffupx+fdcLhc7d+6EoaEhNm7cSFkL/lu3bkGpVCIkJIT0Y9fU1HRpdcZmszF37lwcPXoUCxcuRG1tLbZt24b58+e3KBptSm1trbZRajtwudx2C1AvXryIefPmYdu2baitrcXChQtx9OhRzJ07t0uiZGZmRkmqfEhICJRKJWWJSJmZmdi0aRMMDQ3xv//9r8ddU/X19eo5ZlTtB2qSHi9Gtra2mDhxIv766y9aitG6y5YtW2BjY4Pdu3d3K331WdTV1aGwsLBTIyo6SmVlZacKX7lcLl555RWcOHEC8+bNg0QiwaeffooFCxZ0qHFldXV1j7txaBIul9shcbh8+TIWLFiATz/9FBKJBPPmzcPx48fxyiuvdOr9NTExocSb9/DwQEFBAaXp+ZGRkdizZw9sbW2xZcsWys5DFSkpKfjrr78wceLEHhlubEqPFiMej4dFixYhNzcXZ86coducTvPee+/Bx8cHJ06caNcTIIu4uDhYWlqSvt9SXl7eoTAHn8/HkiVL1HsYpaWl2LBhAxYtWtSpehhi1U8UKGr5F6KfXmda89y4cQOLFi3Chg0bUFZWhlmzZuH48eNYsmRJh8KhhoaGpNfl8Pl8WFpaamQk+B9//IETJ07Ax8cH7777LuXnI5szZ84gLy8PixYt6tGLtB4tRpMnT1aP3O5p3Wxnz56NF154ARERER1uetpdwsPDweFwMHDgQFKPW1xc3Kyp6NMIBAIsW7YMx44dw7Rp01BQUIAPP/wQS5YsUff16wxEpmRPjPNTjZGREQB0Kfvs9u3bWLJkCT788EMUFhZi2rRpOHbsGN544w0IBII2X0fU7JBJcHAwOBwObt26Repx22Lv3r2IiIjA6NGjMWvWLI2ckywUCgV++ukn9O7dm7SkFDrosWI0YMAATJo0CdnZ2T1OiIYMGYKXX34ZycnJ2Lhxo8bOe+/ePSgUCtLTQYuKisDlclsIkr6+Pt555x0cO3YMEyZMQE5ODlavXo3XXnutU00vn4a40RLjmrX8CyFG3SltiIyMxGuvvYbVq1cjJycHEydOxLFjx/DOO++08EaFQiG4XC4KCwu7ZffTDBw4EHK5XKOjSTZt2oTk5GQsWLCAkpo8KpHL5UhOTsakSZN6bLp3j/TpWCwWwsLC0KtXL4SGhiI0NFTdp6uoqAjZ2dlIS0tDfHw80tLSGFUU6e7ujtWrV6O4uJjUWqKOIJfLkZubS/pICWKgmoODAx4/fgyhUIhXX30VQ4cOBZ/PR2JiIr7//nvSQi7EjdbQ0JCU4/2XIN4TMupyoqOj8eabb8LDwwNLly7FmDFjMHLkSFy/fh179+6FRCJRt4Iiu+DV3d0deXl5Gv3sKpVKrFy5Env37lV/RqlqcdQV2Gw2HB0d4eHhAUdHR3U/RpFI1Cz0Pnv2bERERPS4UeU9Uoz8/f1haWmJd999Fzo6OnBzc4ODgwOsra1hY2MDDw8PdVaQUqlU9y3Ly8tTN8tMSEhoc0IqVfTu3Ruffvop6uvrsWLFCo2fHwBiY2MRFhYGPT090lr+E7VGHh4eGDt2LEJCQsDlchEXF4fvv/8eSUlJpJyHgNgs14bpWkKIUWVlJWnHjI+PxzvvvANXV1e89tprGDVqFIYNG4Zbt26pa4vIHNGip6eH3r1748KFC6Qds6PU1dXh3Xffxffff49PP/0US5cupawBbFsIBAJ1/0GiSa6ZmRmEQmGL+xoxniY9PR1PnjyBTCbD22+/DX9/f0oToqigx4kRi8XCuHHjkJCQgLi4OABo8aY3XUE4OTnBxsZGPeRs6NCh6udVV1ejtLQU+fn5yMrKQlJSEmJjY7vUHfhZCAQC/O9//wOPx8N7772HkpIS0s/REW7evIkxY8Zg8ODB+Ouvv0g5Zk5ODng8HhYvXgyFQoGYmBh89913lM1dIcRI6xm1hBBoKrLbkpKS8O6778LR0RGvvfYaQkNDMWLECHA4HFLHjQ8dOhQsFou23pLFxcVYu3YtduzYgZ07d2Lx4sWULBxNTEzg5eUFV1dX2NnZwdLSEr169WoWCm1oaEBFRQVycnI6HPFJTEzE2LFjERUV1aO8ox4nRn5+frCxscG2bdvafI5SqWw2vqEp5ubm8PLygrOzM8RiMczNzeHj44OgoCD1c2QyWbPW/MnJyUhISOjySGU2m40dO3bA1NQUn332GemeQmd49OgRZDIZBgwYQIoYGRsbY/v27WCxWKiursZbb71FWa0UAbHq12bTtYR4T8j0jJ4mLS0Nq1evhq2tLXbu3AlTU1Ps2bMHK1euJCWrrn///pDJZIiKiiLB2q7x5MkTbN26FR988AF27NiBt956q8shQ3t7e7i7u8PFxaXZqJOmmYq1tbUoLS1FYmIiMjMz1eNAurIXd/78eaxcuRK+vr49qhtNjxOjcePG4cmTJ0hOTu7S6wsLC1FYWNiii7G+vr7aNba3t4e1tTXs7e3h7e2trm5WKBSorKxUh/zS0tLUIb/2Rpp//PHHcHZ2xr59+zTW0r8tlEolsrOz4ebm1u1jeXh4YNOmTRAIBMjPzweLxaJciIB/94zay+B7XiHESBO9GbOzs9HQ0IC8vDxYWFjgxx9/xEcffdTtvUE3NzdkZWWRZGXXuXHjBiwtLbFw4UJ8/PHH2LBhQ5vP5fF4cHd3h7u7e7PQmpGRkXoQpEqlQlVVFUpKSpCUlKQOrSUkJJBaNJyUlISkpCSMHz9eK0ZU4evrqx7BTTbV1dWIjIxskeXFZrPh5uYGd3d3ODo6wtraGr1794aTk5N6AiXQuGFcWlqKvLw8ZGRk4MmTJ4iPj8esWbMwcOBA/Pnnnzh69CjpdneFmJgYTJ48GSKRqNMjrQnGjh2LN954A3V1dVi1ahVCQ0MxceJEGBgYkNrUsjVUKhUUCgX09PQoPU9PRF9fX2PZpYaGhjAxMcHp06fxzz//YNOmTdi2bRu+/vrrLtfNiUQi9OrVi5Qu3WRw9OhRWFtbY/To0er2Se7u7up9aiK01nRhJJfLUVFRgYKCAjx48ACpqalISEjQ6KiTs2fPqr2jnjL3qEeJ0YQJE9SqrymUSiUSEhJazaqxsrKCp6dns5Cfv7+/uo6HzWar+4RJJBI4OjoyYn79P//8g8mTJyM0NBSnT5/u9OuXL1+OsLAwdXfx8vJy6OrqYuLEiQgODsbff/9NvtFPIZfLoaurS/l5ehq6urrteulkEhwcDKCx72F8fDwWL16M7du3Y/ny5XBzc8OXX37Z6WMSC7zr16+TaGnXcXJyQmVlJRoaGjB79mxMmzatWcPesrIyJCcnIzMzEykpKYiNjUV+fj7NVjf3jrRiRDKEV7Rjxw66TVGTl5eHvLw8XLp0qdn3hUIh/Pz88P7776sbSM6YMQMzZsxAdXU10tPT8fDhQ1y9epWWC5fIJOzXr1+nxEggEODzzz+Hu7s77t69iw0bNqg/mFFRUZDL5ejbt69GxKihoUHrGbWCnp4epUMOmxIQEAC5XK6+2ZWXl2PJkiXYsGEDwsLCIBaLsXbt2k5t/vfr1w+1tbW0zRiytLTEiBEjEBAQAAcHB/U1Vl5eDjabDZVKhS+++AKPHj2iJEmETM6fP493332XkqGaVNBjxGjcuHFITk7uEYOwJBIJgoKCwOVy8eGHHyIyMhKmpqYYNmwYAgMD4ejoCC8vL8yfPx8SiQSpqam4f/8+rl27RkkmX2tkZGTA2dm5w8+3trbG1q1b0atXLxw5cgQHDhxo9nOlUonCwsJOHbM7yGSydrsCPK8IBAKNjVp3cXFBQUFBs9CTUqnExx9/jAULFmDWrFn46aefsHr16g7XITk5OXU5UagrELWK/fr1g5OTU7NsxKSkJERGRuLatWsoKSlBYGAgPv30UwQFBdG+99sREhMTkZKSgnHjxmnFiCy8vb0hFouxc+dOuk3pEM7Ozhg+fDju37+v3oMqKSlpNmbc1tYWoaGh8Pf3R58+feDv749XX31V7fbfvXsX//zzD2X7L1FRUZg9ezbMzMyeWUcxcOBArFmzBiwWC5s2bUJ4eHirz0tOTkZISAjYbDblsXGtGLWOpsSIzWbDwsKizZvygQMHkJycjPfffx/ffPMNPv/882e2fiIKOKns02hgYIDQ0FD0798fLi4u6ga/tbW1SEtLw8OHD/HPP/+0mohD7CkPHz4cp06d6hGNmc+dO4cVK1bAy8sLsbGxdJvTLj1CjMaPH6/eBOwJrF27FjKZDFu3bm3zOdnZ2Th06BAOHToEoFHAQkND4evrC39/fwQFBeGtt95CcXExEhMTcffuXdy6dYu0eofr169j9uzZGD58eLuJFXPmzMG8efNQXl6O1atXt5st9+DBA4SGhsLPz4/ygjutGLWOjo6ORsQoICAAHA4HDx48aPM54eHheOutt/D5559j/fr1OHToEA4fPtzm80NDQwEA165dI81OgUCAkJAQDBgwAG5ubjAzMwOLxUJ9fT0yMzNx5coVXL9+vcPC8sUXX+DQoUNYu3YtFi1aRJqdVJGQkIDU1FRMmDBBK0bdxcvLC/b29j3GK5o5cyZsbGzwww8/dCqm/HRdlI+PD4YMGQIvLy8EBwdjyJAheO+991BYWIi4uDiEh4fj7t27Xc6cysjIQHV1NQIDA1sVIzabjY8++gjBwcF48uQJ1qxZ88yODREREXjvvfcQFBREuRjV1tbC2NiY0nP0RHR0dDQS6u3fvz+Axr95e2RmZmLRokX44osvMH/+fDg7O2PTpk2tes6BgYGorq7uVjcHLpeLoKAgBAcHw9PTE+bm5mCz2ZDL5cjOzlZHHB4/ftyl40skEvzyyy9YvHgxZsyYgWPHjnXZVk1x7tw5LF++nPHeEePFqCd5RUKhEHPmzEFWVhZ+//33bh0rJiZGHedls9kIDAxESEgIPD09MWzYMIwcORJyuRx5eXmIjY3FzZs38ejRo06Fx9LS0uDo6Nji+yKRCNu2bYOdnR3+/vvvDieNSKVSlJWVwd3dvcM2dJX6+nrttNdWaDpynErc3d1RVlbWofqYmpoavPXWW1i5ciVGjRqF77//HitXrmxRmOvo6IjU1NRO2cFms+Hn54fBgwfDy8sLVlZW4HK5UCgUyM/Px6VLl3Dr1i1ERkaSFjo+fvw4XnjhBcyZMwd//vkn4xMZiI4N48aN04pRV/H09ISDgwO++uoruk3pEGvWrAGPx8MXX3xB6nGVSiXu3buHe/fuAWi84QwcOBCDBg1Cnz59EBYWhjFjxkAmkyE7OxsxMTH4559/ningDx48UO/HEatRNzc3bN68Gfr6+tizZ0+rY7/bIz09HR4eHl37RTtBbW0t6XOZ/gvw+fxWR46Tja2tbaeLW7dv347k5GQsXboUP/74I9atW6dOSBKLxTAwMOhQN3cPDw8MGTIEPj4+sLW1BZ/Ph0qlQmFhIW7duoXw8HDcvn2b0hT3L774Art378aaNWvwwQcfUHYesjh//jzefvtteHh4aGRGVFdgtBiNGzcO6enp6h50TKZ///7o27cvLl26RPnGZkNDA27cuKHePNbT08PgwYMxYMAAuLq6YvLkyZg8eTLq6uqQkZGBqKgoXLt2rUX44/r161iwYAGGDRuGAwcOICwsDG+++Sbq6+vx/vvvdymUERMTg759+8LW1pbSbgxaMWodLpdLuRiJxWLo6up2qX7lzJkzSE9Px4YNG/C///0Pu3btwl9//dVufZFYLMawYcPg7+8Pe3t79V5hSUkJIiMjcefOHdy8eZO0xr8dISUlBVeuXMGoUaPQv39/9UKRqcTGxiIjIwPjx4/XilFncXd3h5OTE3bt2kW3Kc+EzWZjxYoVkEgktHhxNTU1+Ouvv9S95kQikTpd1dnZGbNnz8bs2bNRXV2NtLQ0PHjwANeuXUN+fj4qKyvh5+eHt956C+PGjUNeXh5WrVrV5Uau4eHheOWVVxASEoIjR46Q+Ws2o6ampkdPtaQKHo9H+U2ZmJfTVlbls4iJicGrr76K7du3491334WLiwtcXFxQUVGBwsJCWFhYYNiwYejbty8cHR3VLY4qKioQGxuLe/fu4fr165T23+sIX331FYKCgrBixQrMmTOHUaNqWuPs2bN4++234e7uzshtD8Z+midMmICMjAxGxzgJXn/9dZiYmODTTz/VWPV7e1RUVOD06dPqglZzc3OEhoaib9++cHJygre3NxYsWIDKykrweDx4e3vD3d0dkZGRWL9+fbeKJrOzs1FbWwsfHx9Kxai6uhpsNhtcLldjRZ5Mh8fjgcViUS5GPj4+qKmp6Van7pKSEixevBiffPIJxo8fr97rOnbsWLNptSkpKXjw4AGuX79O+gC/7tLQ0IA9e/Zg7dq1WLp0Kb799lu6TWqXpt6RVow6COEV7d69m25Tnom1tTXGjh2L2NhYxhbCFRYW4ujRo+qsOSLs4efnBy8vL3C5XPz222+kjT/PyspSD12jiqbTXukax8E0yJjy2hHs7e1JCcHK5XJ88MEHWLx4MebOnQuBQICkpCRcuHABV69eZUSz1Gdx/fp1TJgwAePGjcPZs2dJHzJINufPn8ebb76JPn36IDExkW5zmsHIsePjxo1DRkZGl9MvNcnatWuhUCiwZcsWuk3pMJmZmThw4ABSUlKgUCjwyy+/kCZEQGNtg4mJCaVdtYksLu2AvX8hxrCT2QH6aYRCIYyNjUndd/jxxx/xyy+/oKGhASkpKThw4ECPECKCLVu2QKVSYe3atXSb8kxiYmKQmZmJcePG0W1KCxgnRq6urnBxccEff/xBtynPJCwsDC4uLvj999973Oo8LCwM48ePx4MHD0gVIgC4e/cugH8baVIBsV+gHbD3L8R7QWWqMdEEmPgbk8WPP/6IBw8eYPz48Rg9ejSpx6aa4uJi/P7773BxcUFYWBjd5jyT8+fPw9XVFa6urnSb0gzGidGECROQlZXF+E6zAoEAS5YsQWFhYYs+bUzHzc0Nb775JvLy8vDxxx+TfvxHjx6pm6ZSBRGmI0JTWv4VIyrDdE83RyWTjz/+GPn5+Xj77bdJmbelSfbv34/CwkIsWbKE8Z1BoqOjkZ2djfHjx9NtSjMYJUaEWp87d45uU57JypUroaen1+7EWSYiEomwefNm1NfXY9WqVZRs/iuVShQUFFDaNJVY/dM57dXZ2RkLFiyAjY0N7O3tsWDBAo01im0NTYiRq6tri+aoZCGXy7Fy5UrU19dj8+bNPS4Eu337dujp6eG9996j25Rncu7cObi5ucHFxYVuU9QwKoFh3LhxyM7OZrxX5OnpiZCQEERERPSIfS0CNpuNbdu2QV9fH2vWrKE0tJicnIwhQ4ZQ1jSVGAqoqRsWm81GQEAABgwYAHd3d9jY2KhXwGw2G2w2W51CX1dXh5ycHCQkJODOnTt4+PChRtJ+iT26rg5MfBZsNhvm5uaUJuqUlJRgw4YN+Pzzz7Fjxw4sXbqU8SnTBDExMbh9+zYGDx7M6OJSoDF6kZ2djXHjxjGm1RpjxMjZ2Rl9+vRhfHokAKxevRo1NTWUTJylko8++gh2dnbYs2cP5S3lHzx4gGHDhiEgIKBDVfWdhfCMqEqSEAgEGDRoEAIDA+Hq6goLCwtwuVyoVCqUlpYiOjoajx49ws2bN/HZZ58BAD744AMMHjwYfn5+cHJywrhx4zB+/HjI5XIUFBTgyZMnePDgAcLDwylp2UN4RlTV3xDNUan4ezYlJiYGP/zwA15//XV89NFH2LhxI6XnI5Nt27bh8OHDWL16NRYsWEC3Oe3yxx9/4LXXXoOTk1On2zBRAWPEaPz48cjJyWH8zPb58+fDwsICu3fv1mjFd3eZO3cugoODcenSpU63+OkKxLiA/v37U3LzkslkUKlUpA3YMzU1RUhICPz9/eHs7IxevXqBxWJBoVCgoKAAN2/eRGRkJG7fvt1mtlpxcTFOnjyJkydPAmgMIQ4cOBD9+vWDi4sLQkNDMWLECLWgpaSkICoqCjdv3kRpaWm3fwc9PT2oVCrKat2CgoIA4JmjIMjg9OnTcHZ2xqhRozBnzpx2u30ziZqaGuzfvx/Lli3DvHnz1F35mUhUVBRyc3MxYcIERnhHjBAjR0dHuLu747vvvoNKpaLbnDYxNTXF9OnTkZKSgvPnz9NtTocZOHAg5s6diydPnmjMm9NE01S5XN7lPSN7e3sMHjwYPj4+sLe3V4f7ZDIZcnJycOfOHdy9excPHjzocmf06upqXL58GZcvXwbQ2KqnaaiP+Pr111+HRCJBRkYGoqOjcevWrS4NmKN6ymtnmqOSwfbt2yEWizF37lykpaVpRATJ4OzZs3jxxRcxY8YMXLx4kbGZtiqVCufOncNrr70GR0dHpKWl0WoPI8To1VdfBZ/PR11dHczNzVFaWsrIqvo1a9aAw+Hg888/p9uUDmNtbY01a9ao5xFpEqqbpsrlcujq6j7zeWw2G97e3ggODoaHhwdsbW3Vr5NKpcjMzMTjx48RERFB6SRhuVzerOEt0JjZOGjQIHh5ecHR0RE+Pj6YN28eamtrkZ2djfj4ePXe5LP2TnR1dSn93NjY2Gh8H+T999/HTz/9hDVr1uCNN95gfFEpwZYtW/D999/j/fffx6pVq+g2pwVcLhe9evVCXV0d6uvrMXv2bHz66af02kTr2dHYqsbT0xN8Pr+Zq6hQKNDQ0ACZTIa6ujrU1dWhpqYGtbW1qKqqQnV1NSorKyGRSFBZWYmKigqUlZWhtLSUkpj5kCFD4O3tjXPnzlHaAJRMBAIBtm7dChaLhdWrV2tktEBToqOjKW2a2taAPT6fjwEDBqB///7o06cPLC0t1X3sysrKEBcXh0ePHuHWrVvIz88n3a7O8OTJk2YCaGlpiZCQEPj5+cHR0RGTJk3CpEmT1ONCnjx5gnv37uHOnTsthujp6upSNlivO81Ru0NNTQ3WrFmD3bt3Y+vWrVi0aJHGr+OukJ2djQsXLmD8+PEYMmQIJUkfIpEIJiYmMDExgUgkgpGREUQiEQwNDaGvrw9DQ0Po6upCT08PAoEAAoEAfD4fPB4PHA6n2bFcXFxgaWlJ6+eBdjHy8/NDbm4u9u/fDyMjI/XD0NAQBgYGMDAwUL+hpqam4PP56geb3XZmulwuR319fQsxq66uRnV1NaqqqtRiVlFRgfLycrWYPX2xc7lcvPnmmygrK8M333xD9VtCGp9//jl69eqFTZs20SKgERERWLhwIWVNUwkxEolEGDJkCPz9/eHk5ITevXuDxWJBqVSisLAQERERePDgAW7dukXZGHeyyM/Pbzae3tDQECEhIQgICICLiwtGjBiBUaNGQaVSoaioCKmpqYiKisKNGzcoHTkeEhICALh16xYlx2+PzMxMbN26FevWrcOWLVuwYsUKjdvQFb755huEhIRg2bJliIiIaOG1CgQC9OrVCyYmJjA2NoZIJIJQKFTf//T09GBgYNBCTHR0dNptEqxUKiGTydSP2tpalJeXq+9/UqlUff8jHq+88gq8vb2fbzHy9vZGbGxslyq6+Xy+emVgbGwMY2Nj9R+SEDN9fX3o6elBV1cXRkZG0NHRAY/Ha3cwG7EJXF9fj/r6eujr60MoFCIpKQmvvvoq8vLykJmZifT0dMYO1lq+fDnc3d1x5MiRLndX7i5UNk1ls9kwMjKCpaWluueeTCZDXl4e/vzzT9y9exeRkZGMaFzbHaqqqnDx4kVcvHgRQGMz1MDAQAQFBcHd3R2BgYEIDg7GsmXLwOFwoFAoKEmn9/b2Rk1NDW1hslu3buG3337D7Nmz8c477zB2xplQKISDgwPEYjGsrKxQWloKd3d3/PHHHygpKYGOjo76HsRisdo8jkwmU9+DiIV0SUlJMzEhBKW8vFy9mC4rK+vSgqR///7w8fHB33//3Z1fv1vQKkZ6enpwcXHpcqaMTCZDQUEBCgoKuvR6AwMD9cpEJBKpXd2mYqanpwdzc3MolUpYWlrCwcGh2THkcjlqamrUF0VxcTGKioqQk5ODjIwMZGVlUbZabYuxY8ciLCwMd+/epb07RFZWVov3rLuIxWJ88skn0NPTg0KhwPHjxxEREcHoug6yaGhowO3bt5tt5nt6eiI4OBjTpk0Dj8fD/v37sW7dOlK9YbKao3aHAwcOwMnJCWPGjEFKSorGW4bx+XzY2dnB3t4eNjY26N27N8zMzNSLYD09vRYeC7Enw+fzUVxcjJqamhZiUlFR0WybgQ7vPSYmBi+99BL09PRoyxKmVYw8PT3BYrEor3lpC6lUqt7AbouRI0fC3d0dW7duxZUrV8Dj8SAWi9UrHwsLC5iZmcHExAR2dnbw8PBocUHW19dDKpWisrISZWVlKCoqQkFBAbKyspCRkUGqa+zh4YE33ngDOTk52LBhA2nH7Srx8fFwc3ODUCgkxYucOnUqXnnlFSiVSsTGxsLV1RX79u3rMYWRVBAXF4eEhARMnToVjx8/hoODA7799lvs27dPnWbeHYjmqK0NvtM069evx969e/HGG28gPT2d1AWIpaUl7O3tYWdnBwsLC/Tu3Ru9evWCUCiEgYEBdHR0mj1fLpdDKpVCIpEgPT0dxcXFKCgoQE5ODrKzs5GZmYmGhgaMHDkSq1atwrlz53DlyhXS7CWTmJgYzJkzB56enrh//z4tNtAqRr6+vsjOzqasYpwMxo4di9raWly7dg0A1J2F25vmKhQKYW9vD1tbW1hZWcHc3BympqYQiURwd3dH3759m7noKpUKNTU1qKqqQkVFBUpLS1FYWIj8/PxOhQONjY2xadMm1NXVYeXKlYy4Qd+9exeTJ0/GwIED1cP/uoKenh42bNgAX19fZGVl4YMPPkBgYCD69OmDPn36PBdeUXv06dMHLBYLf/75Jx4+fIjNmzdj6dKlGDBgADZs2NCt1S4xTO/OnTtkmdtllEolVq1ahb1792LTpk1YvHgxysvLn/m6p8NnhNAQG/56enqtfiYlEgmKiooQHx+PwsJC5OXlITs7GxkZGR1eXF29ehVvvvkmxo4dy1gxKi8vR3Z2Nnx8fJ4/MWKz2fDy8sLVq1fpMuGZ6Ovrw83NDREREZ26sUskEsTExLTr8VlYWEAsFsPW1haWlpbo3bs3TExMYGpq2my0MsGzwoE5OTnYvn07BAIBVq1a1aEPqCaIjo6GXC5HQEBAl8UoICAAa9euhaGhIU6fPq3u0kG8v56ens+9GHl7ewNobPNCNOx84403MGHCBPz888/YsmULHj582KVj+/v7Qy6X0xbBeJqysjJ89NFH2LZtG7Zv345ly5ap+wN2JnwmlUpRUVGBrKwsFBUVIT8/X+3RdDX03xpKpRIPHjzAwIEDoa+vr7E6rc4SExODYcOGUdbC61nQJkZOTk7Q09NjzAXeGlOnTgWHw1FnNpEJsdfVVuIGj8eDra0txGIxrK2tYWlpCVNT0zbDgRwOB1wuF6WlpQgNDYWenp7GeqK1B9E0tasNGd98802MGzcOVVVVeP/995ulFufm5qKhoYFRzR7pwtnZGTKZrFnI95tvvkFERAQ+/PBDfPbZZzh//jy+/vrrTh/bxcWFsuaonYXNZsPf3x/9+/dHZWUlnJyccOHChWaJKk3DZ2lpaSgpKUF+fj5yc3ORmZmJ7OxsjSe2HD9+HCEhIZg8eTJ++eUXjZ67o8TExGDs2LFwdHRsN/JDFbSJkY+PD6qqqtrdr6GbYcOGobi4mNJCyLZoaGhAWlpau1XRBgYGcHBwgLu7uzpcIZPJMHHiREycOBEKhQL5+fnq0c0RERG0bI52pWmqhYUFNm/eDFtbW0RFRWHDhg2t1peUlZXB1taWbJN7HLa2tq16w48ePcL8+fOxfv16jB8/Hr6+vli3bl2HR3hrojlqexgYGCA4OBh9+/aFi4sLLCws1DUyZWVlKCkpgVAoxE8//YSEhASkp6czMn0/MTERJSUlGD58OGPFKCMjA1VVVfDx8Xm+xMjb2xsxMTGMbf9DxJZPnDhBtyltIpVK8fjxY4wdOxZKpRJvv/02srOzm32AnZ2dERISgtDQULz33nsoKytDRkYGYmJicOvWLY1kSHW2aWpYWBhef/11sNlsfPvttzh9+nSbz83Pz4eTkxOJ1vZMzMzMkJyc3OrPamtrsWbNGkyePBmLFi3C3r178e2336rTxdtDU81RCWxtbRESEqJu02RiYgIA6mazTXsESqVSiMVifP/993BwcMCxY8c0YmNXuXHjBqZMmUJZEXh3UalUePz4MXx8fEhJfOkstIiRqakprKysNNKws6tMnz4dKpWK0WIENG7MhoSEICYmRn2BS6VS/P333+qaATabDT8/PwQFBcHDw0PdF23BggWora1FVlYWEhIScPfuXTx69Ij0cExERASAZzdN5fP5WLduHYKCgpCfn4+PPvromR/a9PR0+Pn5QSAQ9IjKfCoQCAQwMDBAenp6u887deoUIiMjsWnTJixfvhwDBw7E5s2b2y09oLI56tPXZdM2TcR1eePGjXavS6KV0+DBg/Htt98ytu4PaAzVTZ48GTNnzmRsx/+YmBgEBwejV69epDTv7Qy0iJGPjw8UCgXi4uLoOH2HCAoKQmpqKmMSAdri1VdfBZfLxXfffdfmc5RKJR4+fNhsA/vpFaibm5u67UxBQQFSUlIQGRmJiIiIbm+4VldXo6ysrN0+dR4eHvj4448hEonw999/Y+fOnR0SxYSEBEyePBleXl4aW70zDS8vLwCN78WzyM7OxsKFC/Huu+9i1KhR+Pnnn7Fp06Y2E0DIbI6qr6+P4OBgBAYGwtnZWT2WA2gMuSUkJCA6Ohrh4eGd8hy+++477NmzB0uWLMGOHTu6bSdVlJWVITU1VS3wTCQ+Ph4KhQI+Pj7qDGJNQYsY+fr6IikpCfX19XSc/pkMHDgQQqGQ0e3fgcYP99ChQxEXF9fpjrvZ2dk4cuSIujOCgYEBBg0apG47M3jwYISGhgJo/BClp6cjOjoaERERXQoxtNc0dfHixZgyZQrq6uqwcePGTq3CiQQYDw+P516MOpoMpFQqsX37doSHh2PVqlXYvn07Tpw4gX379rV4bneao9ra2iI4OBi+vr5wcHBQh9yIvcxbt26RspeZmpqK+Ph4hIaG4ttvv2X0aJe//voLy5Ytw4ABAxiRKv80dXV1SEpKgq+v739fjHR0dODq6kpJhhpZTJw4EfX19bhw4QLdprTL4sWLwefz8f3333f7WFKpFH/99Zc6/ZqYbNq/f3+4u7vDw8MDffv2xcKFC5uF9u7cuYPo6OhnejFE01SxWKxOWjExMcGmTZvg7OyM+Ph4rF+/vtNhlvLyctTV1T3X+0aOjo6ora3tdL3e7du3sWDBAmzcuBEzZ85E37598dFHH6GsrAxA55qjNg25ubu7w87OrlnILTs7Gzdv3sS9e/coyfL87rvvsHv3bixevBi7du0i9dhkcuHCBSxZsgSTJk1ipBgBjYuaqVOnQkdHR6MOg8bFyNPTExwOh7Hjuvl8Pry8vBAVFcXIMRYEAoEAI0aMQGJiIpKSkkg/vlKpRGRkZDNvw87ODoMGDYKvr2+rob3k5GT1SvfpsE54eDgWLlyIQYMGITMzE6GhoVi+fDl4PB4OHjzYreFpJSUlsLa27vLrezrW1tZdju9LJBKsWLECc+bMwZw5c7Bv3z7873//w40bN9ptjkqE3JpmuT0dctNkkkxSUhISExMxcuRI/PDDD4zdP5TL5YiOjoafnx/4fL7GW4V1hJiYGMycORMeHh6IiorS2Hk1LkZEZ9ji4mJNn7pDTJgwATwej5Zsks6waNEi6OjokOIVdZSsrCxkZWWpQ3tCoRADBw5Uh/aGDBmCYcOGAWge2rt16xZycnJQU1OjFrKhQ4eipKQE69ev73YaaW5uLnx8fLr9+/VUevXq1e3RDocPH8bdu3exceNGfPjhhwgJCYFIJEJ1dTVyc3PbDbkVFBTg1q1bePjwIW7fvk1bEsEPP/yA//3vf1i4cCGju+ufPHkS/fr1w/jx4/H777/TbU4LiLZGPj4+/10xYrFY8PHxUWdXMZEXXngBFRUVGv0jdBY+n48XXngBycnJtHYekEgkrYb2iFBN09BeTU0NdHR0EBgYCLlcjhs3buCLL74gxftMS0tDUFAQRCIRo1tLUYFIJIKuru4zM+k6QkpKCl5++WWsWbMGQ4cOVa/cT506pR7vXltbi5ycHEpDbl0lLi4OKSkpeOGFF/Djjz8y0usAgIcPH6KiogIvvPACI8UIaAyrBwcHg8Viaaz8RqNiJBaLYWhoyNiuC+bm5rCzs+tQ/QWdLFiwAAKBAHv37qXblGa0FtoTi8Xq0B7Rk++LL74gtQ0UkZXp4+NDW3EmXRAeYWxsLCnHk8vl2Lx5M0aMGIEPPvgAfD4fjx49Ume5MblIHWj0jrZu3YqXX36ZcZ+PpkRERCAsLAxmZmaMjBI9fvwYo0ePhp2dncb+5m1Pp6MAHx8f1NTUIDU1VZOn7TDTp08Hi8VSz8dhIjweD2FhYeoQGNPJzMzEr7/+isrKSigUCmzatIn0foTE/qO7uzupx+0JEBmKZIkRwZUrV/DZZ59BJpOhoqICv/76K+OFCGhc0aenp2PMmDHtDqCjm2PHjoHFYmHmzJl0m9IqKSkp6rC6ptCoGPn6+iI2NpYxbv3TDBo0CFlZWaQ2SSSbuXPnQk9PDz/++CPdpnSY0NBQDB06FDdu3KAkXZRoekn23KSegIODA6RSKSUb9leuXMHNmzcRGhqKIUOGkH58qvjxxx+hp6eHuXPn0m1Km+Tn5yMrK0vdEZ1pECNaNLkXqzExEolEsLW1Zexq3tfXFyYmJrh8+TLdprQJm83G+PHjkZWV1WNqakxMTLB8+XKUlJTgiy++oOw8xcXFsLS0pOz4TMXS0hJFRUWUHf/zzz9HSUkJ3n33XRgbG1N2HjKJjIxEVlYWJkyYADZbo+vtTnH58mWYmJgwNvkmJiYGdnZ2EIlEGjmfxv5SPj4+UKlUjO26MGXKFMjlcpw5c4ZuU9rkpZdegr6+fqvFiUxl06ZN4PF4WL9+PaWp8tnZ2eoMr+cJExMTSlOn5XI51q9fDz6fj82bN1N2HrLZt28f9PX1MXv2bLpNaZMzZ85ALpdj6tSpdJvSKrGxsVCpVOrxJFSjUTFKTk5mZHU00ZY+Li6OsfUJbDYbEydORE5ODiV9wqhg0aJFcHZ2xuHDhynvApySkgI+n/9ceUdWVlbg8XiU78GmpKTg8OHDcHZ2xiuvvELpucji9u3byMnJwaRJkxjrHdXV1SE+Ph5+fn6MtLGmpgYpKSka89w08g7w+Xx4eHgwttA1LCwMOjo6jG/cKhQK8fPPP9NtSofw8PDA1KlTER8fj19//ZXy8xEb+JrccKUb4nfVxOfq8OHDSEhIwPTp03tMosjPP/8MoVCI6dOn021Km5w9exYCgQCjR4+m25RWiYmJgYeHB3g8HuXn0ogYubm5gcvlMjalOywsDFKptNVKc6YwZcoU5Ofn94jUZT6fj48//hh1dXVYv369Rs6ZkJAAlUoFNzc3jZyPCbi5uUGlUiExMVEj5yP+ph9//DH4fL5Gztkdbty4gYKCAkyZMoVuU9rk5s2bkEqlCAsLo9uUVomJiQGPx9PI50ojYuTj46Oetsg0RCIRnJyc2py4ygSmTJkCkUjE2KFcT7Nu3TqIRCJs27ZNY9X4SqUSlZWVEIvFGjkfExCLxaioqNBYdqpEIsG2bdtgbGyMdevWaeSc3eXQoUMQiUSMFqT79+/DxcUFQqGQblNakJ+fj5KSEo1EHDQiRr6+voz1iqZNmwY2m83owVzTp09HYWEhozP9CMLCwhAUFIRLly5pfG+rsLAQFhYWGj0nnVhYWHR4YitZ3L59G5cvX0ZQUBBjV/NNuXz5MoqLixkdqjt69CjYbDZjbYyJidHIvhHlYmRjYwORSMTYlO4hQ4YgPz8fGRkZdJvSKhMmTICJiYm6HxyTsbCwwBtvvIH8/Hzs3LlT4+fPysqCSCRi5GYw2bDZbBgZGSErK0vj5/7f//6H/Px8vP766z1C/A8fPgwTExOMHz+eblNaJT09Hfn5+Rg6dCjdprRKdHQ0jI2NYWNjQ+l5KP/U+vj4oL6+npLO0t3F2dkZ5ubmuH79Ot2mtMnMmTNRWlrK+BZFALB582awWCx89NFHtBQ2JyUlgcPhwNHRUePn1jROTk7gcDhtjhqnEqVSiY8++ghsNhubNm3S+Pk7y8WLF1FaWopZs2bRbUqbXL9+Hebm5nB2dqbblBYkJyejvr6ecu9II2IUFxcHhUJB9ak6zYwZM6BQKBjbrDAsLAympqb47bff6Dblmbz55puwtbXFTz/9pJGRAa1BeN+aqougE+J3pCvikJ2djX379sHOzg5vvvkmLTZ0hqNHj8LU1JSxWWsnT56EQqFgZKhOLpcjLi6O8s8VpWJkaGgIBwcHxu4XBQYGIjk5GVVVVXSb0iqzZ89GWVkZo1POASAgIADjxo1DVFQUTp06RZsdmZmZkMvlcHFxoc0GTeHq6gq5XE5rv7iTJ0/i0aNHGDduHPz9/WmzoyOcOXMG5eXlmDNnDt2mtIpEIkFycjL69etHtymt8vjxYzg6OsLAwICyc1AqRsQ4ZCbWFw0bNgz6+vr4448/6DalVUaMGAFzc3OcOHGCblPaRU9PD2vXrkVVVRU2bNhAtzmoqKiAnZ0d3WZQjq2tLcrLy+k2Axs2bEBVVRU++OAD9ZgJpvL777/D3NxcPXOLaVy4cAH6+vqM7AMYExMDFoulvqdTAaVi5Ovri4yMDEZ6HuPGjUNtbS1jM9TmzZuHyspKxoYQCTZs2ABDQ0Ns3ryZEd0r8vLy0Lt3b42dz93dHVZWVhCLxRqtcerduzcjSiVqa2vx6aefwtDQUGM1ZV3l999/h0Qiwfz58+k2pVUuXbqEuro6TJgwgW5TWlBVVYWMjAxKU7wp67HOYrHw4osvQiAQYPDgwVCpVOoH0LgJ2vRrAFCpVOqviZ83fTz9PeL/nflXqVSCxWLB398ftbW1+Pjjj9HQ0ACFQgG5XN7s0dDQgIaGhmZfEw+ZTNbsa+LR9GcymQz19fWQyWSdGlA1ZMgQWFpa4sCBA+T+UUhm6tSp8PX1xZkzZxiTLZmZmQlvb2/weDw0NDRQcg42m41JkyZh3LhxsLa2BpfLBYvFwq5du5CTk4M//vgDp0+fpiyJg8fjwdDQkDEZoI8ePcLZs2cxceJETJkyhbFTkpVKJU6dOoWXX34ZISEhnSpyZ7PZ4PP56gePx2v2r46ODng8nvpB/Kzpg8vlgs/ng8vltnhwOBz1NRsQEIDt27dDqVSCzWaDxWKBzWY3+7qtfwGAw+GobW7687YexOuIf9t7bn19PX744QdKBu5RJkYGBgYoKytDVlYWJBKJ+s18+tH0jW7re8/6A7BYLHA4HPUDaP8PoaOjo/7az8+vzT822bQmjgqFAiqVCgqFQi2WZmZmYLPZGDp0KPr374/a2lr1o7q6GtXV1ZBKpZBKpaiqqoJEIoFEIkFlZaXGikzFYjEWLlyIrKwsRo14TkxMxPjx4+Hh4UG6QFpaWuLll1/GgAEDoKuri7KyMvz2228YPHgwgMZq+hdeeAFLly7F/PnzERERgUOHDpHuwXh6eoLFYuHJkyekHrc7fPPNN/D398fChQtx//59jSSxsFgsGBoawsjICEKhEEKhEIaGhjA0NISBgQH09fWhp6cHXV1d6OnpQSAQQFdXF1wuFxs3bkRhYSHYbDY4HE6z+0hrAkA2rS2SVSqV+nwuLi6oq6trc0FOLHSIxDDiXqJUKiGTyZ65IG/t/219j3gIhUI4OTlBX18fUqmU9PeEMjEyMjKCXC7HgQMHGLOCI5g9ezYWLFiA+fPno6SkpM3nESsZYuXz9Kqo6eqn6ddcLrfNr9t6EELK5XJhbm6O2tpaCAQCCIVC9fGJ5z4Lwst72murra1FfX09amtrUVNTo35IpVJUV1ejsrISUqlULWwVFRWtehdsNhuffPIJFAoF4yrxCQHy9PQkTYyGDRuGqVOnqtNuExIScOzYMXVRb3BwMABg//792L9/PwYOHIgZM2Zg+PDhGD58OFJSUnDixAnSSgg8PT0BNHokTGLdunXYu3cvNm3ahIULF7bqGfL5fBgZGakfBgYGMDIygr6+vvpBCIiuri4EAgEEAkELr4T4zDwLIsrRNFohkUhgZGSEwsJCKBQK9ePpyMizoiRNv24tUtL0ayJCIpPJ2u1eb2Zmhl9++QW//vor44Z8Ojg4YO3atRCJRD1LjIgZGJWVlVSdostYW1tDoVC0K0TAvxeyJjuNi8Vi/PDDD9i3b1+b4Q59fX0IhUKIRCIYGhqqV4T6+vowMDBothrU1dWFjo4OBAIBjI2NW4jmswpEVSpVsw+0TCaDvr4+jIyMkJCQgICAAMTExCA3N5eKt6PTFBcXo76+vtv1GkKhEHPmzMHw4cMhFApRXV2NP//8E7/88sszr5vbt2/j9u3bMDU1xdy5czFkyBCsXbsWb7zxBq5evYpff/21Wx6ss7Mz6uvrn2mHJrG2toaPjw8yMjLg5eWFixcvoqSkpJl4EOHM9lAqlS1u8jKZTD1AsK6uDjU1NeoFFREhIBZRVVVVqKiogEQiQXV1davnmDJlCpYuXYovv/yScdNri4uLoVAoKC8w7QrEvVwkEiEnJ4f041PqGQHQWNioM5iZmbV5odINMUY6Pj6+zecQoToywj9cLhcikUgtaMQqVSgUqoVNX1+/2SqVSBBwcnLC8uXLAQANDQ0oKytDfn4+0tPTER8fj8ePH9OS8VVWVtblD7Ovry9eeukleHt7g8PhIDMzE/v27cNff/3V6T2gkpISfPnll9i1axdefPFFTJo0CZMnT8aECRPw+PFj/Prrr13y3mxsbFBaWtrp15GBsbExfHx84O7uDgcHB1haWsLExETd1VmpVKKhoQEcDgclJSVqASFCzISAEGJRWVmpDjVXVFRQOvOKICEhAUDjZ41pYgQ0fr41mYTTUQgxIu7tZEOpGFVVVTGy2LVXr16M9NiAxvoRlUqlsY4VcrkcJSUlHV5lGxsb47fffsOvv/6Kffv2oU+fPvDy8oKzszNsbW3h5OQEPz8/TJ48GUBjtlVpaSlyc3ORlpaG2NhYxMbGUpp5l5ub26kxB3w+H1OnTkVYWBjMzc0hk8lw584dHDx4kJQQs1KpxIULF3DhwgU4ODhg3rx56NevH7Zu3YrCwkJcvHgRJ06c6HDChampabuLFTIQCATw9vaGp6cnHB0dYW1tDVNTUwgEAvVzqqqqUFxcjMTERCQnJyMuLg6JiYlYtGgRpk2bhvXr16OiooJSO7tCUlISVCoVXFxcGNnZpLKyEr169aLbjBYoFApIpdKeJ0YikYixN3wjIyOkpaXRbUar2NraQiKR0NJOpyMQm/URERFQKpWIj49vcWMUCATw8vKCh4cHnJyc1CGcoKAg9XOkUimKi4uRnZ2NlJQUPH78GImJiaT83unp6QgMDISBgUG7sW2xWIz58+ejf//+4PP5KCwsxMGDB3H8+HHIZLJu29GWbZ988gn4fD6mT5+OF198EQsWLMDs2bNx7949HDp0qN3VuqGhIfT09Ei7ftlsNvr06QNvb2/1gsLMzKxZcWNtbS1KSkrw6NEjpKamIj4+vt0FRUREBKZNm4aQkBCcP3+eFDvJRKFQQCKRwNbWlm5TWqWsrAwODg50m9EqlZWVPU+MjIyMGLkqAhr3XIqKiug2o1XMzc1RXFxMtxlt4u/vD5lM1u7KvK6uDpGRkYiMjGz2fZFI1CLEM3DgQHWRn0qlQmVlJQoKCpCdnY2kpCRER0d3OpQSFxeH6dOnw9vbu9XO4WFhYZg4cSIcHBygUCgQGxuLI0eOICoqqlPn6Q4ymQyHDx/G4cOH4e/vj9mzZyM4OBiDBw9Geno6zpw50+qqnWjJ0hXPyN7eHj4+PnB1dYWdnR3Mzc1hZGSk3sdpaGhAaWkpkpOTkZ6ejoSEBMTExHT6cxwXF6dOUWaiGAGNezPm5uZ0m9EqRUVFlBaXdoeKioqeKUZMKMp7GlNTU3A4HMZsuD+NsbGxOqbNRJycnLr83lVUVODGjRstBgRaWlrCz88Prq6uEIvFsLCwgIuLC0aNGgWgMZRYUVGBvLw8ZGZmIjExEY8ePWoztEh0/PDw8FCLkYmJCebNm4chQ4bAwMAAEokEZ86cweHDh2n34KOiohAVFQWRSIQ5c+YgNDQUy5cvx+LFi3Hjxg0cOnQIZWVlAP7dU2yvxZaZmRl8fX3Rp08f2Nvbw9LSEiKRSJ2JqVAoUFFRgdzcXERERODJkyeIjo4m9fOam5vLyKafBHl5eRgwYADdZrRKbm4uOBwOTE1NGZWkAjR6RlSJOKVhOk1NoOwMTk5OAMDIjUsLCwvweDykpqbSbUqrEMkLf/75J6nHzc/PR35+fjNPgM1mw9HRET4+PnBxcYGtrS3EYjG8vb3VowDq6+tRVlaG3NxcpKenIy4uDo8fP1anqjs6OiIoKAgzZ86Eu7s72Gw2UlJScPLkSVy5coXU34EMKioqsGfPHuzZswcjR47E5MmTMWbMGLz44otISEjAb7/9BkdHR3UCi4GBQbN9HSsrK5iYmEBHRwdAo6cpkUhQVFSE6OhopKSkICYmBmlpaZSHgRMTEzF69Gjw+XzKQp7dIS0tDUOGDIGFhQUKCgroNqcZxFgQR0dHxolRRUUFZZ1GKPWM6F5xtgbRtyw9PZ1mS1pCuOZMFHEA6N+/P1gslkam4iqVSqSkpCAlJaXZ93k8Hjw8PODl5QUnJyfY2NjA3d0dgYGB6o7H1dXV0NfXx4ABAxAYGIi6ujr8888/OHToEGM94qe5fPkyLl++DGtra8yfPx8DBgzApk2bwOVyoVQqcfLkSejr66ufX11djZKSEkRGRiI1NRWxsbGIj4+nrAvFs7h79y5efPFFDBgwoIUnzASI6IOnpyfjxIjYD7Szs8O9e/dotqY5PW7PyMDAABwOh5FiZG1tDaVSybgLEIC62zRTw3T9+/eHQqHA/fv3abOhoaEB0dHRLVKiCS/Bw8MDjo6O6NevHxoaGrB3716cOXNGIynDVJCbm4stW7aAy+Vi0qRJWLhwIXR0dJCQkIC0tDR1Cj0VRYjd4f79+1Aqlejfvz+jxcjFxYVxXnJ+fj6USiVja424XC709fVJL4+hRIwI5WRiAoO5uTlja4zEYjGkUikjwxoA4ObmhqKiIkbe2KVSqbrYNCgoCIGBgfjxxx8Z32i2o8jlcpw4cQIsFguLFy/GmTNnGLdqbkpDQwMKCws12jy2M9TX10MqlUIsFtNtSqvU1NQwstaIuKcbGRmRfh+lpGs3IUZM9IxMTU0ZaRfQuGfE1Ew6NpsNKysrWiaLdpaZM2eirq4Op0+fptsU0jl16hTq6uowc+ZMuk15JsnJybCysmLsGPiSkhJYWlrSbUarVFZWwtTUlG4zWkBl4SslVwmTWwEJhUJGzIFpDWNjY0ZmIAKNKcVcLhcPHz6k25R2MTExgbu7O27fvs1ID667yOVy3LlzBx4eHjAxMaHbnHZ5+PAhuFwuYyfv5uXlwdjYmG4zWqWsrIyyvZnu0LQlENlQ5hnV1NQw8mZgYGCAwsJCus1ogbGxMQQCASMTK4B/m4HevHmTZkvaZ968eWCxWDh06BDdplDGoUOHwGazMXfuXLpNaZfw8HAAwMCBA2m2pHUyMjIgEAgoubF2l6KiIkqnqnYVoldnj/GMmFrwamxsDC6Xy0jvg+mZdB4eHigrK2PcRvnTDB06FKmpqT0ma64r5OTkIDU1FUOHDqXblHaRSCQoKytT10YxDeKzRnRBZxJ5eXnqvpFMo6Kioud4RkxtBUTUGBF5/EyC2OiNi4uj2ZLWsbW1ZWwLJYKwsDDo6+szdrgbmZw8eRIGBgYYPXo03aa0S3p6OmPHwMfGxgIA+vTpQ7MlLWlaa8Q0Kisre44YMdUzYnKNkVgsVnc2ZhqOjo7Q1dVl3Pycp5k4cSIkEgnjUnWp4PLly5BIJOqGtEwlOjoaurq6sLe3p9uUFlRXV6O2tpaRGXVEg14m2kZVS6DnyjOytraGSqViZAjH0tKScdXWBD1hv0gsFsPBwQHXrl2j2xSNcf36dTg4ODDyhkVA1BgNGjSIZktap7S0FFZWVnSb0YKcnByoVCpYW1vTbUoLqCp8fa48I3Nzc9TU1DCyI7apqSkj97KAxhk/UqmUkYXCBPPmzYNCocDhw4fpNkVjHD58GAqFgtGJDPn5+aiuroavry/dprRKfn4+I8c1KJVK1NTUMLKZa48J0+np6YHL5TLSMzI1NWXksD9ieB0T++UBjd2emWob0NgiKCgoCLGxsYy87qiioqICcXFxCAoKUg+3YyKZmZmMDNMBjeEwPT096Onp0W1KCyQSCczMzOg2owUVFRXgcrnQ1dUl9bikixGTuy8YGRmpux8zCSKb58mTJzRb0hJTU1MIhUJ1J2wmMm3aNPD5fBw5coRuUzTOb7/9Bh0dHUyZMoVuU9okNjYWRkZGjKyLIoZYMjHj73mrNSJdjJhc8GpoaMjIOUZEJh2R3cMkQkJCADQOTGMqYWFhKCoq0ug8Iqbw4MEDFBUVYcyYMXSb0ibEtUNcS0yCWGQxMaOuuLiYkbVGPUaMmNoKyMDAADwej5H7Ho6Ojqirq2NkZwh/f3/U19cz0msDGvezzM3NSR9r0ZP466+/YGFhAR8fH7pNaZWEhATIZDL07duXblNaUF5ejvr6ekamUOfn54PP5zfrzs4EqGoJRIlnVFNTQ1vr+rZgco2RlZUVI4UIAJydnRmZfUjw0ksvQSaT4fjx43SbQhvHjh2DTCbDSy+9RLcpbZKbm6v+DDKNsrIyRmbUZWdnAwDj3jeZTIba2lrmixFT5xgR6a9MLNw0NTVlpMcmEAjQq1cvxo60EAqF8Pb2xv379xnb6VwTyGQyREZGwsfHB0KhkG5zWiU+Ph6mpqYQCAR0m9KCwsJCRjYlJeohmZj8QUV693MjRsRsEKZ5Rnw+HwYGBozMVhs0aBBYLBbu3LlDtymtMmfOHHA4HBw8eJBuU2jn0KFD4HA4jPWO7t69CxaLxcg+dZmZmTA0NGRcRiJxr2JirREVha+UhOmYmElnbm6O2tpaxtUYubu7AwAjRzMEBgZCoVAgMjKSblNaZdiwYcjMzFRXqz/PpKWlISsrC8OHD6fblFZ58OABFAoFAgMD6TalBURGHfFZZApyuRy1tbWwsLCg25QWUFFr9Nx4RkytMSKyeJiYSefq6oqCggLGCTjQKERGRkY4deoU3aYwhtOnT8PIyAhDhgyh25QWyOVyFBYWMjJrjegHyTQxAhprjZgYQtSG6bqBsbExI2uMHB0d0dDQwLg9IzabDQsLC0Z6bAAwdepUVFdX46+//qLbFMZw8eJFVFdXY/r06XSb0ipJSUmwsLBg3LC9/Px8NDQ0MDKjrry8/Lnp3E36VcHn8xkpRoaGhoycompjY8NIkQwICACXy8X9+/fpNqUFlpaWcHZ2xo0bNxjptdGFUqnEzZs34eLiwsgJppGRkeByuQgICKDblBZUVFQwcm+muLgYhoaGdJvRgsrKSvD5fFKPSckShWliJBAIwOfzGed9AI3hQyYW4g4YMAAqlYqRxa4vv/wyVCoVfvnlF7pNYRzEUMF58+bRbElLIiIioFKpEBQURLcpLSgoKGBk652CggLo6OgwLguRins8JWLEtAQGwv1mWiYdm82GkZER4+wCGuPnpaWlqKmpoduUZrDZbAwcOBCJiYmM7XJOJyUlJUhISEBwcDDjwmHV1dUoKytj5N5MdnY2jIyMGPeeEbVGTAshUnGPfy48I6LGiGlzjFxcXMBisRi5L2NjY4PU1FS6zWjBpEmTIBAIcOzYMbpNYSzHjh2Drq4uJk2aRLcpLUhNTYWtrS3dZrQgJSUFLBYLzs7OdJvSDOKexbQxIT3CM6qvr0d9fT3Zh+0WxFA9ptXyEA1S4+PjabakOc7OzhAIBIwcpjdu3DiUlZXh9u3bdJvCWG7fvo2ysjKMHTuWblNaEBUVBYFAwLibPpFRx7SGqUTZAlEnyRSouM+TLkZM84oAwMLCAnV1dYxrUeTo6AiFQsE4kSQaWjJtmJ67uzusra3x999/020K47l8+TJsbGzUTXiZQnh4OADmNU3NyMiAQqFgnEjKZDLU1dUxMiGF7Hs9y8rKSkXmAU+fPs24rDVbW1twuVzGhelsbGzA5/MZ16LI2toaOjo6jLPLwsIC+vr66hsHUxCLxWCz2Yy6vjgcDuzt7SGXyxm32HF0dIRSqWRcsbKDgwNUKhXj7CLaATHNLpFIRGoZAZe0I/0/crmc7EN2G4VCAS6X9F+12ygUCqhUpK4FSIFJN/qmKBQKsFgsus1oAVPfL5VKxbhoANCYgs5Uu5j4t1QqlYy8T5AN6XfohIQEfPTRR2QftlusX78eAQEBWLJkCd2mNGPlypUYPnw44+xasGABZs+ejQ8++IBRXq67uzu+/PJL3Lx5E/v376fbHDV79+4FAEb9HRctWgRra2u8++67jBr/YW5ujoMHD+LYsWM4cOAA3eY048KFC7h69Sq2b99OtynNOHPmDB48eIBPPvmEblOasXnzZlKPR9lwPSZRUFAAgUDAuEaIaWlp4HA4jMuUuXXrFgBg8ODBNFvSnISEBOTm5uKFF16g2xTGM3LkSOTk5DBKiIDG5rvAv9cYU7C3tweHw0FKSgrdpjSDz+dDIBAgPz+fblNawPh2QDo6OqRX5nYXoo6HaTd9pmbwpKSkoK6uDn5+fnSb0oLz58/DxMSEkd2fmcLAgQNhYmKCP/74g25TWuDv74+6ujrG3fSZmtlK7Bfl5OTQa8hT6OjoQEdHh9RjUlJnxDTviNjAdXBwoNmS5iQnJ0OlUsHFxYVuU1qQk5PDuKFeQGOCTG1tLWbMmEG3KYxlxowZqK2txenTp+k2pQVOTk6Mu7ECjeUMSqWScSJJ3LOYloRCtlcEPCdiRGSFEfVGTEGpVKKyspJxdgGNIbFevXpBT0+PblOaoVQqcefOHbi7uzOymzHdmJqawt3dHREREYzr26evr49evXoxzvsAGjNuJRIJ494zokCYaZmtVNzjKREjKlSzO9TV1UEmkzFyLkhJSQnMzc3pNqMFd+7cAYvFQnBwMN2mtODnn38GAMydO5dmS5gH0ZOO6FHHJIhr6e7duzRb0hILCwtGJesQWFhYoL6+HnV1dXSb0owe4RnJZDLGiREAVFVVMbIRYk5ODoyNjek2owUPHz6EXC5Hv3796DalBfn5+UhJScGQIUMY10uMTthsNgYPHoyUlBRGbngHBgZCLpfj4cOHdJvSAmNjY+Tm5tJtRgvMzMxQVVVFtxktMDIygkwmI/WYlHRgYKIYlZeXw8TEhG4zWpCWlgYej8c4r02pVKKgoICR+1kA8Pvvv0NfXx+jR4+m2xTGEBYWBn19fRw/fpxuU1qFqcMaLS0tweVyGRcKAxpFkmmNpwFqJno/N2JUUlICoVBItxktSExMBAB4eXnRbElLmDoMDQCuXbuGyspKTJ48mW5TGMOkSZNQWVmJf/75h25TWsDlcmFubs64VHPg30y6hIQEmi1piVAoZGR3eiqGqJJ+l6moqGCkGBUWFkJXV5dxN1biA8BEDyQyMhIcDgeBgYF0m9Iq165dg1gsVqe/Ps84OjrCzs4OV69epduUVunbty84HA4jhzW6uroCYJ4Ycblc6OrqMnIOm5GRUc/wjJiWTQf8m6fPtMw1mUwGqVTKuBoooLGppUqlwoABA+g2pVUOHz4MhUKB+fPn020K7cybNw8KhQK//vor3aa0SlBQEFQqFSO7rYvFYlRVVTGuRRFxr2LiXpZIJGK+Z8TUMB2Rp8+0IVVAYwiRaXtGQGMWYmlpKSOHoQGARCLB48eP0a9fP8YVWmsSPp+PwMBAxMTEQCKR0G1Oq3h4eKCkpIRxWWFAY4siJobCiBojpjVIBXpQmE5PT49xrXeIQXFM84wAIC8vj5HJFUBjNwZra2u6zWiTX3/9FXw+n9TuwT2NGTNmgM/n48iRI3Sb0ibW1taMHNYIACYmJsjLy6PbjBYQNUZMe9/4fD50dXWZL0aEgUzzjqRSKRoaGhjpgaSlpUFHR4eRKd5RUVHQ0dFh3FwcgujoaBQWFuLFF1+k2xTaGD16NAoLCxEdHU23Ka3i7u4OPp+PBw8e0G1KC4yNjRk5LgVozPKTyWSorq6m25RmEPd2xosRsanFNDECGmuNevfuTbcZLSAyjJiYUUc0tGRi8SvBxYsX0bt3bwQEBNBtisbp27cvevfujQsXLtBtSpsQ1w7TmqMCgLe3N4B/s1qZhJmZGaRSKd1mtIC4t/eIBAaAmWJUWVnJyHAY0TCVid5HSUkJJBKJ+kPLRE6cOAGZTIbZs2fTbYrGmTVrFurr6/H777/TbUqbeHl5obKyEmVlZXSb0gIik46JLYpMTEwYOTm7x4hRTU0N5HI5IzPqmFprVF1djdraWkZm1AGNG6hMtQ0AGhoacPfuXXh6ejLyuqMKkUgET09P3L17l3GZYE0Ri8WM3IQHGrti19TUoKamhm5TWiAUChnZokgkEkEul6O2tpbU41JSdMPU9O7CwkLo6ekxrtYIaBRKJs65Bxr3ZQwMDBi530Zw6NAhcDgczJkzh25TNMacOXPA4XDwyy+/0G1Km1haWkJfXx8xMTF0m9IqlpaWKC0tpduMFrDZbOjp6aGwsJBuU1pARY0RQJEYMbXwNTc3FywWi5HZYfn5+YztQs3UYXtNyczMRHp6OkJDQ+k2RWOEhoYiPT2dceMFmjJkyBAAwM2bN2m2pHV69erFyEw6GxsbsFgsRtYYUZHWDTxnnhExZI9pc42Axpuprq4u9PX16TalBRkZGaitrWXksL2mnDlzBkKhECNHjqTbFMoZOXIkhEIhTp06Rbcp7eLr64va2lpGCqaBgQF0dXUZaRvRVYSJtlFR8Ao8Z54Rka9P5O8zCSKjjuiTxTSys7MZWTDclIsXL0IqlT4X/eqmTJkCqVSKv/76i25T2sXBwUG9CGQaxGeNiZl0RD0kE1POe1SYjqldGMrLyyGXy2FlZUW3KS2IjY0FAPTp04dmS1onPj4eJiYmMDAwoNuUdrlx4wacnZ0ZGYolCxsbGzg5OTGyIWpThEIhTExMGJmpBvz7WSOyWZmElZUV5HL5c9OxG6BQjPT19cHlcqk4fLeQSqWMrDUqLy9HXV0dI0OIABAREQGA2ftGQGMig1Kp/E/3q5s3bx6USiWjExcAYNCgQQDAyH50QGMorK6ujpE3/N69ezOyxojL5UJPT69nhekAZtYaSSQSRtYaAY2CxNSMusePH0MulzO+sLSsrAwJCQkYMGAAIxdD3YXL5WLAgAGIj49nZN1OUwICAiCXy/H48WO6TWkVKysrlJeX021GqzxvNUYAhZ4RwEwxKikpYaRdAFBQUMDIabRA47C9vLw8Ro66eJqjR49CIBBg0qRJdJtCOpMnT4ZAIGB0HzoCFxcX5OXlMW6YHoGpqSkjJ+ICjfdOJjZvpaoVEECxGDExo66wsJCRGWtAY+aMgYEBYztQP3nyBL1792akx2FoaIjg4GAsXrwYEydOBIfDweuvv47p06cz0t7OwuVyMX36dCxatAhcLhdTpkzB4sWLMXDgQEbu4/F4PMYO0wMAHR0dGBgYMDJbDQD09PRQVFREtxktIO7pVIgRJZ9SqVQKhULBSA8kNzcXbDYbFhYWjBtalZycDKCxsSQTm17eu3cPo0aNQr9+/WjbB+DxePD09ISnpyecnZ1hY2MDU1NT6OnpqZ9TXV0NuVwOLpeLxYsXY+7cubhz5w5++eUXZGdn02J3V7G1tcXcuXMxYMAACAQCsFgsyOVy9OnTB3379lV3K6+urkZpaSlycnKQkpKC2NhYxMfH09aZoV+/fmCz2bh37x4t538WxFgU4jPHJCwtLcFms9Uz2JiEkZER5HI5Jc1bKVsyMjWjrmmtEdPEqGlGHVPFSKVSISgoiHIxYrPZcHJygre3N1xdXWFra4vevXvD0NAQLBYLAFBfX4/S0lLExcUhPT0d8fHxiImJQXV1NU6ePImEhAScOXMGM2fOxJAhQxAaGorU1FScPHkSly9fptT+7jJy5EhMmTIFTk5OUCqViI+Px9GjRzFp0iT06dMHU6ZMgYGBAby9veHh4QFHR0dYWVmhb9++6sakKpUKVVVVKCwsRE5ODpKSkhATE4O0tDTKQ2fEML07d+5Qep6uQogR8ZljEkQJBRNT4qkqeAUoFCOm1xrZ2dkxLsunoKAADQ0NjK3nqaurQ1FREenp51ZWVvD19YWbmxvEYjEsLCxgZGQEDocDAJDL5SgvL0dGRgYyMjLw5MkTPHr0qM2YuoGBAfT19ZGWloZ79+7h3r17MDExwdy5czF06FCsWrUKS5cuxT///INffvmFMdlUIpFIbaNQKIRUKsUff/yBX375RZ2s4OPjg759+0JfXx9SqRS3b99ucR2bmZmp3097e3tYWlrCwcEBw4YNAwAoFApUVFSgoKAAWVlZ6veTzP2TPn36oKioCDKZjLRjkomjoyNkMhkj2+0wucaIqrRu4Dn0jEpKSqBQKGBjY0O3Ka1SXl7OWNuARjEPDAzs0mtFIhF8fHzg4eEBe3t7WFlZwcTERD2IUaVSoaKiAoWFhYiMjERycjKio6M7HdcnOow3rW8pKyvDrl27sGvXLowePRqTJ0/G+PHjMWbMGMTFxeHIkSN4+PBhl36v7hIQEIDZs2fD09MTHA4H6enp+PHHH1staCV+Jx8fnzYXU8XFxbh8+XIL708sFsPX1xcuLi6ws7ODlZUVPDw8EBYWBqCx4WxZWRny8vKQkZGh9jS7cvOxtrZmbIgOYHYmnbW1NRQKBWMTGHqcZ1RZWQknJyeqDt8tqqurGVlrBDQmWDCxQwRBVFQUgoOD4eHh0WYxo0AggJeXF7y8vODo6Ahra2v06tULurq66udUVVWhuLgYiYmJSE1NxePHj5GYmEhK+IiorG8rpfivv/7CX3/9BbFYjLlz5yIoKAhbtmxBUVER/vzzTxw/fpzyFT0xnTYsLAxmZmaor69HeHg4fvnll3bFl/idPDw8Ou3ZZ2Zmtjg2m81Gnz594O3tDScnJ9ja2sLFxQX+/v7qTha1tbUoLS1Fbm4u0tLSEBsbi9jY2DZHiHt6eoLH49Em7h3BzMyMsckLvXv3ZtxAPQKRSISkpCRKjk1pmI6J2XRAo1D26tWLbjNaJTs7G15eXmCz2YxMib1x4waWLVuG4OBgJCYmNruR2dnZwczMrFl2V21tLUpKShAdHY20tDTExcW1eyMjAwcHB1RXVz+zaDAzMxOffvopeDwepkyZgjFjxmD+/PmYNWsWIiMjcejQIdJDJY6Ojpg3bx4CAwPB5/NRUFCAffv24eTJkx1KNqiqqkJNTQ1pxdHEftTTC4umCwoHBwfY2NjAx8cHQUFB6udIpVIUFRWpkyaIBQWTh+kBAIfDgVAoZGwyC1NrjIAe7BkZGhqCw+FAoVBQdZouUVpayth9maSkJIwZMwYuLi4aSYvl8XgwMjKCSCSCoaGh+mFgYABDQ0Po6elBT08Purq60NXVhUAgAJfLxaxZszBt2jR1MkFDQwNKS0uRnJyM9PR0JCQkdDnE012sra07FeJoaGjA0aNHcfToUfj6+uKll15CUFAQgoODkZWVhdOnT+PixYtdXhyw2WyMGTMGEydOhJ2dHRQKBWJiYnDkyJEuJaqUlJRQ3u6orq4OkZGRiIyMbPZ9Y2NjddIEEWodOHCguju3SqUCm80Gh8PBJ598grq6OtTW1qK2tlY9N6iqqgpSqRRVVVXqR0VFBSorKzWS/efq6goWi8XITDqg8YbPxP0iDocDAwODnilGQGN/KqbFZouLixk7uZRYoXp6erYpRgYGBjAyMoKRkREMDQ0hFAphaGgIfX199UNXVxd6enoQCAQQCATQ0dGBjo4OeDwe+Hw+uFwueDyeWkzaQqVSoaGhAXK5HA0NDaivr0d5eTlMTEzw5MkT/Pnnn6RvfncXExOTFjfRjhIdHY3o6GgIhUK89NJLGD58ON5++20sWrQIN2/exKFDhzosdKamppg3bx4GDx4MfX19VFZW4tSpU/j1118hkUi6ZB8A5OTkoG/fvl1+fXcoLy/HjRs3cOPGjWbft7S0hJ+fH1588UV4eXmhpqYGxsbG6muuK9ebTCZTX3P19fWoq6tDXV0dampqUFtbi+rqavVDIpGoha2yshKVlZVtesZEJh1Te+bp6+szssaIyoJXgOIwHdD4CzBNjHJzc8HhcGBqatrujYW4cfP5fPWHSkdHB3w+Hzwer9nj6e9xuVz1Tf/pr3k8HjgcDrhcbot/iee++uqrmDBhgvq8xIPIMGsPhULR7AMtk8lQX1+PsrKyFitVIpzVmZUqm83G/v374eDggAcPHjDqg2NmZgYdHR2kpKR06zgSiQTfffcdvvvuO4SGhmLatGkYPXo0Ro8ejYSEBBw7dqzNPZuBAwdixowZ6pteSkoKjh8/Tlpj05SUFAQHBz/z+tUk+fn5UCqVeP3115GdnY2FCxe26km254kTWZBPe+ICgQD6+vowNjZutpDqzGeBeNTX16uTZlasWAG5XA6FQgGFQqH+mviX+AwRnyPi66bHIx6EcD79vfr6+mZfE89rCzMzM3A4HMbWGAHUtAICAJaVlZWKigMbGhri22+/RUlJCXJycsBiscDhcMBiscBms5s9nv4e8f+2/m3tecSj6f+f/hnxEAgEMDIyUq+0nj428TyyUSqVUCqVUKlU6q+bPhQKBZRKJXr16gUul4uUlBTU1NQ0Ww02FRAi3FFZWQmJRILKykpUVVWRbndriMVi7NmzB/n5+ViyZIlGztkRRo4ciVWrVmH16tWk12pZWlpi3rx5CA4Ohq6uLsrKynD58mUMGjQILBYLt27dwsiRI2FiYoLa2lpERETg0KFDpHuNfn5++OKLL7Bt2zZG1Uvt3bsXlpaWakHSBIaGhjAyMoJQKISRkZE6vPy0sBFRAl1dXTg7OwMAioqK1CHFp+9JT98TyEalUjW7DxBfs9lsCIVCdTiTeF7TB/H8p79u+v+m95Wnv9/W84jvKRSKVn8mFArh5OSE1157jZImrpR5RlKpFGw2G+7u7up+ZsRKqbU3uK03nXhde2980zewtT/w099TqVQICAhAVVUVYmNjm62Imq6Gmq6Imq5+5HK5esXT2uqIWAE1fXSGIUOG4MMPP8Q///zD2B5kmZmZ2L9/P1599VW8/vrr+Pbbb+k2CUBjfYtKpaIkBJOfn4+tW7eCzWZj0qRJGDt2LGbMmAE+nw+VSgUrKyvk5OTg+PHjOH36NGUJKHFxcVCpVHBzc2OMGL3xxhuws7PD999/r9HEAMKT7ygvvfQSHB0dsWnTpk4nWBBRkqejJa1FSnR0dNQeHPHzpyMkxM+bRka8vLzQ0NCgLsZ9epHc1sKZ+JrL5ba5QCdEta1FemsP4vnEv/X19ZRl+lEmRiqVCjdu3ICxsTG2bNlC1Wm6zI4dO+Dk5IRNmzYxLmvtxo0bWLhwISZPnoyjR48yzj6C33//HUFBQZg4cSIiIiIY0TVCLBZDIpFQuhGuVCpx8uRJnDx5En369MHnn38ODoeDVatWaWRQW0NDA6qqqtTTQOnG398fEyZMwKNHj3Dy5Em6zWkTNpuNyZMnIy8vr0uZfl1ZWHYGNpuNU6dOITo6GqtXr6bsPF3lgw8+QGlpKVQqSoJp1DRKJYiOjoa9vT0MDQ2pPE2XOH/+PHR1dRk7ovrQoUMwMjJi/NTSDRs2oKqqCuvWrYNAIKDbHFhZWWl0DysxMRHFxcUoKCjQ6MTQoqIiRowb0dPTwwcffICqqips3LiRbnPaZerUqRAKhTh48CDdprTKqFGjIBAIcO7cObpNaYGhoSHs7e0pXXBSKkaEq8nEzLVr166huroaY8eOpduUVrly5QoKCwvVjTCZSk1NDbZs2QJDQ0Ns2LCBbnMgEokY2dOLbLKzs2FsbEy3GVi/fj0MDQ3x2Wefoaamhm5z2mXatGkoLCzEtWvX6DalVcaMGYPq6mpGTvD18fGBSqWitJcfpWJUVVWF9PR0+Pj4UHmaLhMZGQkXFxdGem4AcOTIERgbG2PChAl0m9IuDx8+xPnz5+Hv70/rDCGxWAwul8vY+hEySUpKApfLhVgsps2GKVOmwM/PD+fPn0dUVBRtdnSEiRMnQiQS4fDhw3Sb0ipCoRAuLi64f/8+3aa0ire3N9LS0iidPkupGAFATEyMuucW0zh27Bg4HA6mTp1KtymtcvHiRZSUlGDWrFl0m/JMvv76a2RnZ2Px4sW0tTPy9fUF0HYboP8SxO9I/M6axtbWFgsXLkRWVha+/vprWmzoDDNnzkRJSUmr/f6YwJQpU8DhcHD8+HG6TWkBl8uFp6cn5Z8rjYiRjo4OXF1dqT5Vp0lJSUFhYSFCQ0PpNqVNjh49il69eqmbWTKZdevWQalUYtOmTZSkwz4LV1dXKBQKRlavk01qaioUCgUtk3fZbLY68WfdunUaP39nCQsLQ69evRibmQoAoaGhKCws7HZ9HBW4uLhAR0cHMTExlJ6H8jtGTs7/tXfmcVWW6f9/czggm2yyiIAIAgKyGaiJSi6YUwFOhppD4740Wm6pZWlq5uSaWuboV01H09QmyyUdyyX3XEJBBBVkVVllXw7bOb8/+J0zoiDb2ajn/XrNa3rhOfdzc3jO87nv676uz/WAgoICrQ3VnTt3Djs7O63JTHqaw4cPk5eXx9/+9jdNT6VRMjMz+de//oWdnR2zZ89W+/U7d+5MQUGB1mYfKhOpVEphYaGi3YA6mTNnDnZ2dvzrX//SyhYMTxMZGUleXh5Hjx7V9FTqxdnZGTs7u2dcLbQFPz8/8vPzVV6Iq5bla3R0tMbCCY3xn//8B6lUysiRIzU9lQb57rvvsLGx0drMvyc5fvw4V65cYciQIfTp00et17a1tdW6homqJDMzE1tbW7Ves0+fPgwZMoQrV65w/PhxtV67JYSEhGBtba2V4S85o0aNQiqVcuDAAU1PpV78/PxUvisCNYlRTEwMVlZWdOzYUR2XaxYFBQXcv3+/jhuxtnHw4EEKCgp46623ND2VJvHpp59SUFDAvHnzMDU1Vcs1RSIRZmZmWtsWQBWkpqZibm6utpCoqakp8+bNIy8vj08//VQt12wtf//73ykoKNDq+qeePXuSmJjYKr9CVWFnZ0eHDh3UUkOolrv4zp07VFVVae3u6Pjx45iYmNCvXz9NT6VBDh48iJ2dncIdWZuprKzkk08+wcDAQG21J56enujo6KjF6VxbuHv3Ljo6OkrvvNsQ8r/psmXLtLaD65MEBwfTsWNHrRai/v37Y2JiwrFjxzQ9lXrx9fWlqqpKLd8rtYhRVVUV8fHxWllvBLViJJFItDqF+rvvvqOoqIixY8dqeipNIi4uju+//x4vLy8iIyNVfj1vb28ArXCBUBfy31Ud36vIyEg8PT357rvvtNbt+mnGjh1LUVGRVofowsPDkUgkWpvl5+vrS1xcnFpae6gt5SkmJgY3NzeMjIzUdckmI5VKuXnzJt27d9cKF4H6kEqlHDp0CAcHB7WfxbSU7du3k5iYyN/+9jeFOaWqcHV1pbKyUqtaWaiaR48eUVVVpfKOyq6urkRGRpKYmMiOHTtUei1lERQUhIODg0o9AluLgYEBXl5e3Lx5UyvnaGRkhKurq1rOi0DNYqSjo6NoCa1tHDx4ELFYzLBhwzQ9lQbZu3cvpaWlTJgwQdNTaTKLFi2iqqqKpUuXIharzAoRR0dH8vLyVDa+tpKXl6fSui6xWMzSpUuprKxsE2nccsaPH09JSYlWp3MPGzYMsVjM999/r+mp1Iu3tzc6Ojpqq9tTmxgVFBSQnp6utedG0dHR5OXlaXXGmlQq5ciRI3Tu3JnAwEBNT6dJ5OXlsW7dOqysrHj//fdVdh1ra+s/1a5ITkZGBjY2Niob/4MPPsDKyorPP/9c6/qSNURgYCCdO3fmyJEjWrnjkBMSEkJeXp7adh7NxdfXl7S0NLV1a1ZrZWJ0dDTe3t4aKYhsChcvXqRz585amfUn55tvvqGsrIxJkyZpeipN5uzZs5w9e5bg4GAGDx6s9PENDAwwMTEhOTlZ6WNrO8nJyZiYmKgkvDx48GD69+/Pr7/+qrU1MPUxadIkSktL+eabbzQ9lQaxs7Ojc+fOXLx4UdNTqReRSIS3t7dahVKtqhATE4ORkZHKY9wt5bvvvkMmkzFq1ChNT6VBqqqqOH78OM7Ozlq7y3wSJycnIiMjMTMzQywWs3DhQgYOHKjUa8gP8OPj45U6bltAnkwgT+BQFoMHD+bDDz9ELBZjbm5OZGSkRn3wmoq/vz/Ozs4cP36c6upqTU+nQUaOHIlMJmP//v2ankq9uLq6YmRkpNaEINUF8eshNTWV4uJifH19tdLMMisri7S0NIKCgtiwYYOmp9MgO3fu5LXXXmPy5Mm88847mp6OApFIxAsvvMCLL76Ih4cHDg4OGBoaAlBaWopEIsHAwIAPPviAoKAgVq5cqZQHhvwcUlvDHapE/jt7e3tz/fr1Vo8nFotZsGAB/fr1QyaTUVlZiZubG/7+/owZM4by8nIePHhAfHw8V65cISoqSqtCYZMnT6a8vJx///vfmp7KcwkKCiI1NZWcnBxNT6VefHx8KC4uVqsDvlrFSCaTERMTg4+Pj9Ye2v38889MnjyZHj16aK0TcWVlJT///DPh4eF4eXlpLNXW1NSUvn370qNHD9zc3LC1tVUY4j5+/Jjbt28TExPDhQsXePjwIT/88AO3bt2isLCQAQMG4OXlxeLFi1vtx+Xi4kJ5ebnaYtvaREFBAeXl5Tg7O7d6LFdXV5YuXYqVlRW//vor5ubmuLm5MXz4cOzt7enXrx9+fn44OzsTHh5OeHg4NTU1ZGVlkZCQwI0bN7h48aLGije7d++Oq6srhw4d0uo6qICAAMzNzbXWcQH+57qgqkZ69aFWMYJat+G+fftiZWVFbm6uui/fKIcPH2bcuHEMHz5ca8UIatOmhw4dytSpU5k5c6Zarunk5ETfvn3x9fWlS5cuin461dXVZGZmcu7cOa5fv87ly5efaU3s4OCAkZERMTEx7N27l4sXLzJnzhw2bNjA3r17W2Xtb29vr5X3krp4/Pgx9vb2rRojMjKSyMhIKisrWb58OefOnSMyMhJ/f386derEw4cP2b9/vyKsZGxsTJ8+fQgMDMTNzY2+ffvy0ksvMWvWLPLz80lJSSEmJoaLFy+qzRVjypQpSCQSvv76a7Vcr6W8/vrrVFVVaWUTPQAbGxs6duzIDz/8oNbrql2Mbt++TU1NDb6+vpw+fVrdl2+UyspKYmNj8ff3RywWa23cWSKRcOrUKV599VXc3d25d++eUseXh9x69+6Np6dnnZBbWVkZ6enp/Prrr1y+fJlbt241Gqrp27cvgOLA9ty5c8TGxrJs2TLGjBlDz549+fjjj1u0qraysuLmzZvNft8fhYcPH7bYiNjU1JRPPvkET09PEhMTWbhwoSJr7sKFC4wZM4b+/fs/c7ZRWlrKyZMnOXnyJFB7v/j6+vLiiy/i5eVFt27d6NGjB2PHjlVLaM/d3R0PDw9++uknJBKJUsdWJmKxGD8/P2JjY7V29+bj40N1dbXaIy5qF6OKigru3buHn5+fVooRwKFDh+jRowevvvoqhw8f1vR0GmTbtm2EhIQwdepU3nvvvVaNZWJiQt++fXnhhRdwd3evE3LLy8sjLi6O6OhoLl682CL3Xj8/P8rLy+uskvPy8pg+fToTJkwgIiKCnTt3snr1ai5fvtzkcS0sLDAwMOD+/fvNntMfhaSkJHr37o25uXmzQpV9+vRh3rx5GBgYsG/fvmcKWlNTUykvL8fPz6/Rg3Z54fiTiwJHR0eCgoLqDe1lZmaSkJBAVFQUFy9ebHXTtrfffpvKykq2bdvWqnFUzauvvoq+vj6HDh3S9FQaxNfXl3v37lFRUaHW66pdjKA2xXvEiBG0a9dO7b9wU7h8+TJFRUUMHTpUq8VI3qI4JCQEFxeXZvXxaUrI7ffff+fSpUvPhNxagrOzc4Mi9vXXX/Pbb7+xaNEiFi9ezMmTJ/n888+btHqW7wjaikWNKpC3gvb19W1SCrZIJGLOnDkMGTKEvLw8Fi5c2ODn9+DBgxafR6Wnpz8T2gsKCiIgIAA3Nzf69evHgAEDmDNnjiK0J1/wNOfg3NXVFS8vL3755Retb30+dOhQioqKmrXgUicGBga4u7tr5DxLI2IUExPDm2++Sffu3YmKitLEFBrlypUrhISEYGFhodXFfv/3f//HgAEDePvtt5k/f369r5GH3Hr16oWXl1eDIbcrV64QHR2t9BCKsbExlpaWnD9/vsHXxMXFMXbsWBYuXMiQIUPw9vZm0aJFpKenP3dsT09P4H8P5D8j8t/d09OzUTFydHRk2bJl2NnZ8dtvv7F8+fLnhovi4+MJDw/H2Ni41YuS0tJSfvnlF3755Reg9r708/Ojd+/edUJ748aNo7y8nPT0dOLj47l69epzQ3tTp06lurqarVu3tmp+qsbS0pKuXbsqQpvaiJeXF7q6uhrJTNWIGOXm5vLo0SN8fHy0VowOHDjAkCFDiIiI0OqbvKioiAsXLjBgwAAcHR1JT0+vE3Jzc3OjY8eO9YbcLl261OjDXhkEBQUBcPXq1ee+rrKyko8//phXXnmFf/zjH/zrX/9i+/btzz1IdXZ2pri4WKvPCVSNRCKhpKSk0R3M8OHDmTBhAlKplPXr1zepH9GVK1cIDw+nT58+Sn+ISqVSbty4USdR6OnQ3rBhwxg2bFiDoT0nJyd8fHw4ffq0VrZgeJIRI0ago6OjtbVFULu7fvToEY8fP1b7tTUiRlCbVRcUFISOjo5a0webSlpaGo8ePeKll17SWjEyNTWlS5cuJCcnM3jwYLZu3Up+fj6WlpaA6kJuzSUgIICampomLzyOHz/OjRs3WLZsGW+//TYvvvgiS5Ysoby8/JnX2tnZaW2thjrJycnBzs6u3n8zMjJi8eLF+Pv7k5aWxsKFC5vcoTUqKoqamhoCAwPVsqJ/OrRnYmJCnz596g3t5eXlYWhoiK6uLqmpqfj6+pKSkqK1ohQcHMzDhw/VsgBsCTo6Ovj4+GjMFUJjYhQTE8PQoUNxcnIiJSVFU9N4LmfOnCEyMpJu3bqpvU+Onp4eTk5OODk50alTJzp27Ii1tTWWlpaYmppibGxcx3hUJBKhp6eHTCbjhx9+UFnIrSW4ubmRmZnZrLlkZmYqinpDQ0PZtWsXn3766TMV4ZaWln9K54WnSU9P58UXX3zm5z169ODDDz+kffv2HDlyhI0bNzZrXKlUSlZWFm5ubsqaarMoKSlpMLQXHByMmZkZMpmsjnlwdXU1JSUlFBcXk5eXR05ODpmZmTx69IjU1FRSU1PV0hLhSTw8PLCystJqi6IuXbrQvn17jRWPa0yM7t+/T1lZmWI1o418//33vPnmm4wYMULpnS3t7Ozo0qULDg4O2NnZYWNjg6WlJebm5hgbGz/jNVZdXU1paSlFRUWkpqaSnZ1NVlYWDx8+JDU1lfT0dDZt2kTHjh05d+6c1hzoi0QiOnbsyIULF1r0/o0bN3Lp0iUWLFjAypUrOXz4MJs2bQJq64v09PRaXTT7RyAxMZHg4GDs7OwUhrHTp08nLCyM4uJiFixY0OK6uYSEBPr27YtIJNL44kYe2quoqCAsLIykpCSmTZuGo6MjTk5O2NvbY2tri42NDRYWFnTp0oXu3bs/4xgvkUgoLS2loKCAvLw8srOzycjI4MGDB6SkpCjddHfEiBHU1NRodaM/X19fysrKmpUIpUw0JkZSqZTY2Fj8/Py0NmOttLSUu3fvEhgY2KwvoqmpKc7Ozjg6OmJvb4+NjQ1WVlaYm5vTvn17jIyM0NHRUbxeJpNRVlZGcXExOTk5xMfHk5WVxaNHj0hLS2ty6GHu3Lls27aNZcuWMWnSJK1IvPDz80MsFrfqbDAqKoqxY8eyZMkShg0bRo8ePVi4cKEik+727dvKmm6bRW7z7+/vj1Qq5dNPP6Vz587cvHmTpUuXtirL7MaNG7z00kv4+vpqRT2XpaUly5YtQyKRMHfuXCoqKkhMTHzuouR538mOHTsSGBjY4HeyoKCA3NxcsrOzFWG25OTkJocDRSIRAQEB3LlzRyNh8qbi6+vbpJpBVaExMYLaFO9evXo1uz5Cnfz000/MmzePQYMGcfLkyTrhM3t7e0X4zMLCot7wGdTWVpWUlCjaaKhqFZafn8+iRYtYvXo1a9asYfLkyRpfyfbu3Rug1XHosrIy5s+frziE37p1KykpKUilUu7cuaOMqbZp7ty5g0wmIzQ0lH/84x+IRCK2bNmilJX4xYsXmTVrFi+++KLGxUgkErF69WoMDAyYN29ekxdcRUVFREdHP9f4s75oRYcOHbC2tsbZ2Zl27drVef2T0Yr8/HxFOFAerZCHAwcNGoShoaHWthaH2no9R0dH/vvf/2psDhoVo9u3byOTyZpcH6FsTE1NsbCwoEOHDlhYWGBmZoapqSmmpqa0b98eY2Njhbh88MEHzJgx47k3ZH3hM3XHp+Pi4ti0aRMzZsxgyZIlfPzxx2q7dn14eXmRn5/f6qJGOQcPHuT333/nk08+wdvbG6lUysSJE7l06dKfdofk7e1Nnz590NfXx9PTk7S0tCalxTcV+cPWy8tLKeO1hqVLl+Lg4MD69euVHorOyMh47sLw6YXok+FAJycnvLy86l2ItmvXDrFYTFhYGIMGDaKkpISSkhKKioooKiqisLCQvLw88vLyyM/P10gChq+vLzKZTKPfIY2KUVlZGQkJCfj4+LRIjPT19enQoQOWlpZYWFhgaWlJ+/btFWJiYmKCkZERxsbGGBoa0q5dO9q1a4e+vj56enoNjiuVSqmqqqKiooLKykoKCgqwsLAgLS2NW7dutWirrk5++ukn3NzceOWVVxg3bhw7d+7U2Fw6d+6s9ASD1NRUxo8fz4EDBzA3NyciIoKIiAgqKyt59OgRd+7c4bfffuP69etqP6hWNXp6evTs2ZPevXvj4eFBp06d0NfXB/63MJKnbyuTlJQUunXrptQxm8u4cePo1asXx44da1JaurKpqqpqdjjQx8cHT09PysvLsbKyolOnTrRr1w49Pb3n9nWrqqqisrKSiooKKioqKC8vp7S0lLKyMkVyhlzICgoKyM/PJy8vj8ePH7fIZkjeSUGTRcMaFSOojXWPHDmSoKAg2rdvrzhXMTU1xcTEBGNjY4yMjDA0NMTQ0BB9ff0W/zEfP35MaWmpYmVSWFhIcXGx4g8pX5k8XbMiFovZs2cPHTp0YOvWrRoPfTWF9evX06VLF958800SEhI0kq7p6OiIoaGhSrJzpFIpEomE27dvs3jxYvr168cLL7yAq6srQ4cO5S9/+Qs1NTVkZ2fXqU3RxsXD85A7o8ttmmxsbBCJRMhkMrKzs7l27RpRUVFcuHCBTz75BEtLS5Xcn7du3aJHjx7Y29vz8OFDpY/fGP369ePNN98kLi5Oq9u7PBkOFIlE7N27l9zcXCIjI5/xuTQwMFAsojt06KB49pmZmWFiYvLM88/c3LxFi+ny8nLKy
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