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Created August 21, 2022 09:44
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led_strip_transition.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "led_strip_transition.ipynb",
"provenance": [],
"collapsed_sections": [],
"authorship_tag": "ABX9TyNjA5aoif86gMyEIGUpYD21",
"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/botamochi6277/d82279db9169e686bc9316ec2ea289f1/led_strip_transition.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {
"id": "lwA48WqUUXvx"
},
"outputs": [],
"source": [
"import seaborn as sns\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.patches as patch"
]
},
{
"cell_type": "code",
"source": [
"def plot_strip(colors:list, ax:plt.Axes=None):\n",
" if ax is None:\n",
" ax = plt.gca()\n",
"\n",
" for i in range(len(colors)):\n",
" circ = patch.Circle(xy=(i, 0), radius=0.4, ec='#A0A0A0', fc=colors[i])\n",
" ax.add_patch(circ)\n",
"\n",
" ax.set_aspect('equal')\n",
" ax.set_xlim([-0.5 ,len(colors) - 1 + 0.5])\n",
" ax.set_ylim([-0.5,0.5])\n",
" ax.axes.yaxis.set_ticks([])"
],
"metadata": {
"id": "UDwc2_6FgV4J"
},
"execution_count": 45,
"outputs": []
},
{
"cell_type": "code",
"source": [
"num_pixel = 5\n",
"color_start = [np.array((x / (num_pixel - 1), 0, 0)) for x in range(num_pixel)]\n",
"color_goal = [\n",
" np.array((0, x / (num_pixel - 1), 0.5)) for x in range(num_pixel)\n",
"]"
],
"metadata": {
"id": "MQslz_3BVAQG"
},
"execution_count": 46,
"outputs": []
},
{
"cell_type": "code",
"source": [
"fig,ax = plt.subplots(nrows = 2)\n",
"plot_strip(color_start, ax[0])\n",
"ax[0].set_title('start')\n",
"plot_strip(color_goal, ax[1])\n",
"ax[1].set_title('goal')\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 249
},
"id": "Cv-8vr7pUcpP",
"outputId": "24f92c6a-3efe-418c-bbd0-8ede134dc0d0"
},
"execution_count": 47,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# dissolve\n",
"num_seq = num_pixel\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(\n",
" nrows = num_seq + 1,\n",
" figsize = (600/72, 600/72),\n",
" tight_layout = True)\n",
"for seq in range(num_seq + 1):\n",
" for i in range(num_pixel):\n",
" w = seq / (num_seq)\n",
" c[i] = w * (color_goal[i] - color_start[i]) + color_start[i]\n",
" plot_strip(c,ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('dissolve')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "BOMnLkgtU0Tx",
"outputId": "dc67bbaf-9bcf-467b-f506-f3998a10329a"
},
"execution_count": 49,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 6 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# wipe\n",
"num_seq = num_pixel + 1\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(nrows = num_seq,figsize=(600/72,600/72),tight_layout=True)\n",
"for seq in range(0, num_seq):\n",
" for i in range(num_pixel):\n",
" if seq - 1 < i:\n",
" c[i] = color_start[i]\n",
" else:\n",
" c[i] = color_goal[i]\n",
"\n",
" # sns.palplot(c)\n",
" plot_strip(c,ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('wipe')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "59cCWj0_U7-f",
"outputId": "cc77fa98-456d-4c2b-d782-f0473ffe0346"
},
"execution_count": 35,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 6 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"#inverse wipe\n",
"num_seq = num_pixel\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(nrows = num_seq+1,figsize=(600/72,600/72),tight_layout=True)\n",
"for seq in range(num_seq + 1):\n",
"\n",
" for i in range(num_pixel):\n",
" if i < num_pixel - seq:\n",
" c[i] = color_start[i]\n",
" else:\n",
" c[i] = color_goal[i]\n",
"\n",
" plot_strip(c, ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('inv wipe')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "f2VULha9FhPL",
"outputId": "fe4520e6-28e0-4475-fe8e-3fa7e0510d71"
},
"execution_count": 37,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 6 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# slide\n",
"\n",
"num_seq = num_pixel\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(\n",
" nrows = num_seq + 1,\n",
" figsize = (600/72,600/72),\n",
" tight_layout = True)\n",
"for seq in range(num_seq + 1):\n",
"\n",
" head = seq - 1\n",
" tail = head-num_pixel + 1\n",
"\n",
" for i in range(num_pixel):\n",
"\n",
" if head < i:\n",
" c[i] = color_start[i]\n",
" else:\n",
" c[i] = color_goal[num_pixel-(head-i)-1]\n",
"\n",
" plot_strip(c,ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('slide')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "budYEucxV_CG",
"outputId": "5e777daa-2211-4ad3-a534-d733e3155102"
},
"execution_count": 48,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 6 Axes>"
],
"image/png": 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gp75e9fTJmWPHMJ88GfA6bl8QQPzrr1NVXq5q+sTpdHKytJRFP/sZ4cPDqtn1N+FDQyz62c84WVqqSvpEM/Gura3l2rVrHD16VCsXvKampobTp09z/vx51WweP3KE8vfeYyDAC5LU4MLvfsetmzdpa2tTxZ7L5eLM8eO07dwZvHnuRyEl7a++yoWzZ1V7uXd3d9Pa0EDcW2+pYi+QGHt7if3VrzhVVqaazeqrV0m4fJnsixdVsxkosi9cIOHKFaqvXvXZlibiLaXk4sWL/Pa3v9Wie1V45513qKurU+UNOjw8TFdXF1X796vgWeBxO51c+Pd/p1yl2vzGxsY7OwGGSLrkQRzt7YxVVtJQX6+KvapLl4javTtk0iUPEn3sGAO9vapE3263m9qKCmb97ncqeKYNs/7t36itqPB5LkAT8e7s7KS3t5drQTxD/Dh6enruVEKoMFlXU11Nw8mTODVeeOILN86cobunh2EVhrFXzp+nZ9cuFbzSDtv771Nx6ZLPqaSxsbE7uwMeO6aSZ4FHuFxEHThAjQrR5q1bt4jq6CCxuVkFz7QhsbmZqI4On+fNNBHvixcvsmfPHi26VpXdu3f7vBLU5XJRU11N5YcfquSVNrjsdhpOnKDKxw2zbDYbw/39jF65opJn2jBeV8dYb6/P6wLqamuJLC9XfXfAQBNVVsbNGzd83hG09sIFpoX4ix2gYNcurvmYdg24eI+MjNDZ2cnJkycD3bXqVFRU0NfXR48P9djNzc30tbSEZK77QSo//JDaa9dw+bCQpvLyZfr27Qv4ZlP+wLZ7NxU+5GXdbjfXrlwh6oMPVPRKG4x9fYTX1nL9+nWvbQwMDNDX20u2inNNWpFz4QJ9vb0MfMSBKY8j4OLd1NREeXm531fmBQIpJaWlpT6lfyqvXOHKBHg4AQY7Ohhob/d6F0i3203zrVsMHjmirmMaMXzqFB3d3V5Hmz09Pci+Pp8PUggWIvfupcGHEdXN69eZfPw4SqhNYj8ExeFg8vHjNN644bUNTcT7qgq5r2DB15rvvv5+ulSa2AoGbl29SreXdawDAwPIu+dMTgTk2Biyr8/ribqenh7MAVhiHijCrl+nf2TE64k6W2MjySFUKvk4kmpq6PFhUj7g4t3d3U1jiFYRPIympiZGR0e9uiFHRkZwOZ3cVnnPAy3pamjgVlOTV21tNlvIVpg8itG6Oq/Tal3NzRhDeFL/QQwjIxhHRxn08uVsGxzEMoHuD0tjI7ZQSZs4HA6cTietra2B7NavjIyMMOrlDWmz2RhUqTY6WLA1Nnqdx+tqb2coACcEBZLbNTV0eFkZYevuJmwCiRWAubHRqw2aRkZGcDudRAXxfj+eEt3Tg9vpZGRkxKv2ARXv3ru1nr5MaAUjjV7ekN1dXbQE4S6KvjDc04PTyxuys6UF+wTJ797D3thIjxcHZTscDkacTkwTKNABUCor6fZiTsRms2Fpbw/6PV08QQCJHR1e7zYYUPHu6+ujIQi3bfSV6upqOr04LKGtpYXuCSZWAMNdXV7leYfGx7GHcP3uw7C3tjLqdHocsPT39xPW34+YYIGOubkZmxcvpN7eXhInUL77Hok1NfR5uT1IwNMm/twiUiuGh4e9ijTt4+PYQ2hvho/L2NCQxxUWUkok4PZyCBm0uFwIt9vjlbh2ux1lol0LwDA8jN2L6hvH6ChmH/LDwUrYwAAOL1fOPvYkHSHENGA7cO8cn1Zgt5TS49eg0+lkLESX+H4UDofDq3Iwp9OJy8dFC8GIc3zc40jT5XJNiNruh+J2e3c9QnjF7aMQDodXk/suux1lAj4risOBy8vtjj8y8hZC/Dfgbe6kZ87d/RLAb4QQf+dpZy6Xa8Llu+FOfbI3n0tKGVI7CH5cXE6nxw+olFKzA2P9jpTeXQ8/7YOtJcLtxu3F31m6XBgm4PUwuFy4vdTEx0XefwXMkFL+wStPCPFDoAr4niedmUwmwsLCPPMwBDCZTF4dPqsoCgZj0Bwjqhqm8HCPz3JUFAVp0PxsEP9gMHh3PQJ4oHGgkCYTihd/Z8VkwjUBr4fTZEIxm71q+7ir6AbSHvL91Ls/8whFUYiIiPC0WdBjNpsxe/EHUBQFo5d/uGDGGBbmsVj9/qTxiSjg3or3BLw3pNnsnXiHheGcgOLtMptRvAxoHxf2fQUoE0LUA7fufi8LyAOe97SzqKgosrKyPG0W9KSlpZGYmOhxu/iEBKKTkvzgkbbEJCURFRXlURshBCYhMCYl4fSicidYMcTEIAwGj0dmUVFROBIS/OSVdjiTkoiKifG4XWRMDLbsbD94pC1D2dkkeXE94DHiLaX8UAiRDyzkDycsz0spPU7UWCwWMjMzPfcyyCksLMRqtXrcLjUjg/TCQmpD4PzOj4tiMhEWE0OCF8KTmJBAW07OhBLvsJwc4iIj/2Nk8TGJiYnBHRaGKyYGxU9nYmqBY+pUMr0QYYvFQl1enh880pbevDymWSxetX3s+EVK6ZZSnpFSvnP364w3wg13bsiwsDBivHzTBCNCCJKTk7F48QewWq0kT7AbMjErizCTyeM0AUBadjbhU6f6wSvtCJs8mRQvRptCCOIjI7Hn5KjvlIY4CwuxejHaTExMZDA2dkKlTpwmE4NeBjoQ4DpvIQSRkZHkTKAbMjk5GUVRCA8P97htQkIC4bGxKBPohrTk5DApNdW7tlYr0YWFKnukLdFFRSRNmuRV26TMTOy5uSp7pB1SCMaSk71KMSqKQpzJRN8EGrn3ZWUR52WgAxpsTJWZmcnkyZMD3a3fyM3N9frNqSgKYSYTCRPohkwvLCQtI8OrthaLBcOkSeBhiiGYMWVmejUqA0hKScE5c6bKHmmHc9IkzF4GOgCWlBRsE+hl1pOTgyUlxev2moj38uXLA92t31i2bBl5PqQ+MnNyyF24UEWPtMOgKKQVFZHi5Q0ZHh5OhNlMeEGByp5pgzkrC2N4uNdpwuTkZMZyc3FPkPLa0XnzSEl7WPHaxyNl8mRurVihokfa0rJiBSk+BLIBF++0tDSSkpImROokLi6OGTNm+CTeRTNnMm3tWgxeDp2Ciax584hPSCAuLs5rG0Xz55O4bZuKXmlHwtatFM6a5fFk5T2ioqJITk7m9pIlKnsWeKQQ3N66lelz5nhtIzs7G1t2NoPJySp6pg2DkybRm51Ntg8VNAEXb4PBwOzZs9m6dWugu1adNWvWkJ2d7VWN9z3i4uJITEwku7hYRc+0Yd6TTzJvwQKfbEyZMoXw6dNR4uNV8kobDJGRRBYXUzBtmk92CufNY2T7dkJ97elYURER8fFeVWXdQ1EU8goKqC0pUdEzbagtKSGvoMDrfDdodABxQUEB8+bNIzIyUovuVcFgMFBSUsIcHyKJe8wtLmbuk0+q4JV2xKelEZ+W5nMpqNlsJic3l9i1a1XyTBuily8nLTXV50VpaWlpGCwWxkO8Kmlk+3ZmLFjg9SjkHgVFRVxfuTKkq06cZjPXV6wgv6jIJzuaiHdERARpaWmsWrVKi+5VYc6cOSQkJHg1c/4gmZmZxKemhvTE5cwtWygsKvIpkrhH0ezZxG/cCKGaShKCxE98gpnz5qlgSlA4dy4jTzyhgmPa4LBaGZ88mVwVJhtjYmKwWq3cXLxYBc+04eaiRSRZrT6XTGu2FnnhwoU89dRTxIfg8NhsNvP5z3+eZcuWqWLPYDAwb/58Vn/pSyFZaZGYlUXe0qUUzpihir2EhASSU1NJ/JM/UcVeoIkrKSEhNZVklXKzU/Pzsc+axVh+vir2AokEBr74RabPnIlRpX18Zi5ZwuW/+AvGQ3DkPh4VRflf/AVFKsxjaCbeiYmJzJ49m2effVYrF7zms5/9LFOnTiXDy5K4h1E4YwaZBQXM2LhRNZuBwKAorN+xg6UrVqi6b82KdetI2LIFc4htp2CcNAnLpz7F6o0bfU4R3MNsNrN0zRr6X3wRd4jtd3J72TKUoiJmzZ2rms1JkyaRNX065//Lf1HNZqA491d/Rfb06Uzysvb/fjTdBWjevHkUFRWxdOlSLd3wiPz8fFauXKl6ykcIwbqNGyn+sz8jJoRm0+c99RRZeXlMmTJFVbtRUVEsXrGC1B07Qid9IgSpL77IvAULiI2NVdV0VlYWKVOnMvjZz6pq15844+MZ+NznWFVSoko67X7mLVlCZ3Ext1SYcwoUt+bMobu4mHkqVQ9pKt6KorBx40aeeeaZkEifmM1mXnzxRdauXeuXrW1jY2MpXrCA9S++GBLpk8SsLGZu3sya9etVizLvZ8qUKUzKywuZ9ElcSQmW/HwKfZyIehRLVq1ibOXKkEifSKD/ueeYPnu2KvNCD2IymVi2YQNnvvzlkEifjEdFcfqv/5qlGzZ4tX30w9B8/02LxcLs2bP52te+5lPJnb8RQvD8888zdepUv26uNaOoiMyCAhY9/bTf+lCD8JgYSr72NZauWOG3qiEhBCvXrSNx61YignylYVh+PpY/+zPWqJgu+b/6CAtj6Zo19H31qzj9IIhqMvTEExiLipitwqTto0hJSSF7+nSOf/WruIJ4dOZSFI5/5SvkTJ/u9QK2h6G5eAMUFxezYMECvv71r6s+vFKLL37xiyxbtox169b5tR8hBJs/8QnmbNnC7CCtMDBHRrLtG99g7qJFPi1Q+jhERUWxYcsWUr/yFcKCNOI0Z2eT/rd/y7qSEtXTJQ+SlZXFzKVL6fnGN3AF6QZvw2vXMvanf8qGbdv8/jwXL1+OWLyYEzt24A7C0apbCE7s2IFh8WKKVSpwuEdQiLcQgvXr17N48WK+/vWvqzasUAMhBF/4whdYu3Yt2wJwM8KdZeLbnnyShX/6p8wOstWGYVFRbHvpJWYtWECxjwtyPi7Jycms27SJ9L/9W8KCbOm8OTeX9H/4B1auX0+aD0u/PaFo1izyFy+m5+WXcfqwmtUfDK9dy/Bf/iWbtm/3eE93bzAYDKzevJmxZcs4+eKLuIMo+HMrCidffJGx5ctZtXkzBpUPGgmaM7gMBgObN2/GaDQSERHBd7/7Xc0PK1YUhRdeeIHly5ezbdu2gL5UoqKi2P7UUxgMBsKiozn39tuaH9AbGR/Ptm98gzmLFrFo8WK/pQceRlpaGuu3bOGgELS/9hqjly8HrO9HET5tGmlf+xqrNmwI+CEjcxcsQFEUqr/zHawvv4ypuzug/T+I5E6qZOxP/5Qt27f7fQRyP4qisO6JJzhiNHI4MpJVr7yCUePDm51mM0f/5m9gyRLWbd7sl6AvaMQb/mMCMyIigqSkJF577TVqajw+pF4VsrKy2LFjBwUFBZSUlKhWo+oJUVFRPPnJT2I2m0mdNo2y115juKcn4H4ATF68mOWf/zxzi4uZo2LZlyekpqayads2DigK/UeP0vOrXyG1eEiNRix/9mfEb9jAupISUr3cAtcXhBDMnj+fsIgILoaHE/vWW0QfPYoWiQNnfDz9zz6LceZMtm7bFpCI+0GMRiNrtm7ldEQEe1JTWfbqqyQ3NATcD4CuvDxOvvgiSdOmsXTdOtUj7nsIf5xeXlxcLC9cuOCTjZaWFsrKyjh16hS//OUvAxaFK4rCU089xebNm1mxYgVTpkwJaIT5MNxuNxVXr1J+8SJnf/Mbrh06FLAoPCIujtVf/jJZM2eyvqTEp70p1GJ8fJyTR49yq76e9ldfZbyuLmB9m3NzSduxg9S8PFasXRsUZ7L29fVxdP9+nDU1xL/+Osbe3oD0K4Hby5cz8J//M9Nnz2b2vHlBMWfV2NjIuSNHyD10iLlvv43R4Xh8IxVwmkyUP/00N9esYdHdfY98RQhxUUr50I2Pgla8Aex2O8eOHaO+vp6f/vSnVFRUqODdo5k8eTLPPfcceXl5rF+/Puj2Xunv76estJRb165x+Kc/ZbCjw299CYOByYsXs+xzn6Nw5kyK7w7Tg4nm5mZOHD5M/7Fj2H77W9y3b/utLxEeTuJTTxG/YQNLV64kNzdX85f6/bjdbq5evkxVeTmxv/oV0ceOIVxeHXj1sXBYrQx88YsoRUWsKinxSzmgL4yNjXH28GF6GxpY8pOfMOnaNb+NSiTQMW0aZ559lsS8PBatWeP1nuUPErLifY+WlhaOHDlCb6WK47IAACAASURBVG8ve/bs4eTJk4yOjqpi22QysWDBAp588kmSk5NZtmxZUETbj8LtdlNRUcGV8nJ6m5q4tGsXLVeuIN1uVeyHx8Yybe1aikpKiEtIYPW6dUERbT+K8fFxzhw/TlNzMyOXLtH3/vvYm5pUs2/KyCBhyxaiFi0iPS2NpatWBUW0/Sj6+vo4VVbGQG8vUQcOEFVWhrGvTxXbUgjGiooY2b6d8cmTmT5zJrPmzg26l/r9NDY2cun4cUw9PRTs2kXu6dOYVEq1Ocxmbi5ZQu327TisVuavXKlKtH0/IS/eAFJKOjs7uXjxIp2dnZw7d46ysjKamppweDgsUhSFjIwMli9fzurVq7FYLBQXF5Oenu63/JTauFwuGhsbKT9/noH+fir37+fmuXMMtrfj6d/UFB6OdfJkZm7aRFpREVlZWcyaM8frE2C0YHR0lLraWqqvXGG8qwvb7t2MVlXh8kK4lLg4wqdPx/LEE4SlpTFtxgymFRYG3Ujso+jr66Pm6lVu3rhBeG0tkXv3Enb9OoaREY/sSCFwTprE6Lx53N66lYj4eGYsWEBubq4m80DeIKWkra2N2osX6eruZvLJk+QeOULirVsoTqdHtlxGI72ZmdxcvZoby5aRnJREwfz5pKWl+SXgmxDifT8jIyPU1NRw7do17HY7g4ODXL9+nerqam7dusX4+Dj2u29Xk8mE2WwmLS2NadOmUVBQQEJCAkajkSlTplBUVBTQmXF/YLPZqLhyhdaWFhxOJ7d7emirqaGjro6hzk5cDgcuhwMhBIrJhCkyksSsLDKLirDk5mKOjCQyPJzCWbOYOnVqUC+Wehxut5vW1laqysvp6e3F7XDgbGtjuLKS8Rs3cPb1IR0OpNOJMBoRJhNKbCxhkycTM3MmxvR0DGYziXFxzJg3j8zMzJB5oT8Mh8PB9evXabhyhf6REYyjo5gbG1EqKzE3N2MYHkY4HAi3G2kyIc1mnElJOKZOxVlYyFhyMmZFISUtjelz5mC1WoN2VPpxGB4epq6qipb6egYdDuIGBrDU12Opria+tRXj+DjK3WDQZTLhDAujPz0dW2EhtqlTGYiLI9ZkImPqVPJnzCA6Otqv/k448b4fl8tFX18fNpuNlpYWurq6cLlcuO+mEYQQKIpy58CD7GwsFgsJCQlBVUuuJna7HZvNRk9PDy1NTQwODuJ2uXBLieBOSabRaGRSaiopaWlYrVbi4uJCWqAehZSSkZERbDYb3V1ddDQ3Mzo6itvtxu12YzAYMBgMhIeFkZKVRdKkSVgsFqKiokJaoB6F2+1mcHDwzvVoa8PW1obd4bhzPaREMRhQDAaiYmJIzsnBarWSmJioWv422HA6nb/XDtutWwz09OByuXDe1Q6jwXDn4GOrFcvds0jvBX6BYkKLt46Ojs5E5aPEe+KFWzo6Ojp/BOjiraOjoxOC6OKto6OjE4Lo4q2jo6MTgujiraOjoxOC+KXaRAjRDai3zM17rIA2OzkFJ/r1+EP06/Ef6NfiDwmW65EtpUx62A/8It7BghDiwqPKbP4Y0a/HH6Jfj/9AvxZ/SChcDz1toqOjoxOC6OKto6OjE4JMdPH+mdYOBBn69fhD9OvxH+jX4g8J+usxoXPeOjo6OhOViR556+jo6ExIdPHW0dHRCUEmrHgLITYJIWqFEA1CiL/T2h8tEUL8/0KILiFEpda+aI0QIlMIcVgIUS2EqBJC7NDaJy0RQoQLIc4JIa7cvR4va+2T1gghFCFEuRDifa19+SgmpHgLIRTgx8BmoBB4WghRqK1XmvI/gU1aOxEkOIG/kVIWAouB5/7I741xYK2UcjYwB9gkhFissU9aswOo0dqJxzEhxRtYCDRIKW9IKe3A28B2jX3SDCnlMSAwR4oHOVLKdinlpbv/HuLOQ5qurVfaIe8wfPe/prtff7RVDEKIDGAr8P9p7cvjmKjinQ7cuu//LfwRP6A6D0cIkQPMBc5q64m23E0TXAa6gANSyj/m6/Ej4G8BdU709iMTVbx1dD4SIUQ08A7wFSnloNb+aImU0iWlnANkAAuFEEVa+6QFQohPAF1Syota+/JxmKji3Qpk3vf/jLvf09FBCGHijnD/Skr5rtb+BAtSyn7gMH+88yPLgCeEEI3cSbWuFUL8q7YuPZqJKt7ngalCiFwhhBn4NLBbY590ggBx52ThXwA1Usofau2P1gghkoQQ8Xf/HQFsAK5p65U2SCn/XkqZIaXM4Y5mHJJSflZjtx7JhBRvKaUTeB7Yz50JqX+TUlZp65V2CCF+A5wGCoQQLUKIv9LaJw1ZBvwn7kRVl+9+bdHaKQ1JBQ4LIa5yJ+g5IKUM6hI5nTvoy+N1dHR0QpAJGXnr6OjoTHR08dbR0dEJQXTx1tHR0QlBdPHW0dHRCUF08dbR0dEJQXTx1tHR0QlBdPHW0dHRCUF08dbR0dEJQXTx1tHR0QlBdPHW0dHRCUF08dbR0dEJQYz+MGq1WmVOTo4/TOvo6Oj80XDx4sUeKWXSw37mF/HOycnhwoUL/jCto6Oj80eDEKLpUT/T0yY6Ojo6IYgu3jo6OjohiC7eOjo6OiGILt46Ojo6IYhfJiwDiZSSoaEhbDYbHbZu2ge6cTiduFwukBKDomAyGkmOSSTNOonExETi4uIwGCbme8vlctHf34/NZqO9pYXe3l5cd6+HEAJFUTCHhZGakUFSUhJWq5XIyEjuHO048bDb7fT29t65Hk1NjAwP43K5cLvdGAwGFEUhIiqKlKwsrFYriYmJhIWFae223xgZGcFms9HT1UVPSwv28XFcTidSShRFQVEUohMSSM7MxGKxkJCQgKIoWrvtF6SUDA4OYrPZsLW3M9DRgcvpxOlyAWBUFBSjkbiUFCypqVgsFmJjY4PmWQlJ8bbb7dRfb6CquZ4R2yDjZkmzxUGlZYhbU+2MmSR25c7xbiaXIMwpSBswUdQSQ84VMxGjEJEYQ35aLtPzC4iIiND4E/nG0NAQ1ZWVNN64wZjdzvjwMN3Xr9NSVcVQZycuhwOXw3FHvE0mzFFRWHNySJ8xg/j0dBSTibjYWGbMmkVOTg5GY0jeFsCdB7Krq4vqq1fpbG/H7nIhe3q4XVvLaG0tzr4+pMOBdDoRRiPCZEKJi6M+P5+o6dMRVitmRSFp0iQKZ88mJSUlaB5Wb3C5XDQ3N1N/5Qq2/n7cTifhbW0oVVWYbt7EMDyM4nAgpEQajUizmf6kJHoKC3Hk5TEeG0u0yURaTg7TZs4kLi5O64/kE2NjYzTU1dFSU0Pv6Chho6NYmpuxVFaS0tKCcWwMxeEAwGUy4QwPpz8jg+aiIsqzshiPiCAxIoKM6dPJy88nPDxcs8/ilzMsi4uLpT9KBXt7e7l8rZKmpiaq0sY4OKWPG9ZxhsLdHtmJtBvItplZdTOOBU2RpKalMW/aTJKTk0PmQXW73bS2tlJ+4QI2m426o0e5fuYMfc3NOO12j2xFxseTNHUqszZvxpqby9T8fGYUFREbG+sn79XH4XBw/fp1Ki5eZKSvj94PPmC0ogJHezu4Pbg/hMCUkkJ4YSGWbdsIT0xk5rx55E2ditls9t8HUJnh4WFqq6upq67G1NJCxAcfEFZfj2Kz4ckd7jaZcGRmMrpwISNr1xKfmMiM4mIyMzNDZvQqpaSnp4fa8nKaW1rIunKF3LIyrI2NhN2+7ZGt8agoenJyuLluHc2zZ5OVkUHB3LlYrVa/aIcQ4qKUsvihPwsF8e7q6uLwhVP03x7kw/x+DucPMhDhUsV2pN3A8uvRfOJaIomGSFbMXURWVpYqtv2BlJK6ujrOnz3LYFcXl957j8Zz53DdjRZ8JSYpiRklJeSvWoXVamXF6tXEx8erYtsfOBwOLp47R31dHeO1tdh272aspkY1+2H5+XdEfMYMcnNzWbh0aVCL+NDQEGePHKGzq4uokyeJ+vBDTO3tqtiWRiMj8+cz8uSTuFJTmTV/PtNnzAjqgKetrY1LR48y3tdHwd695B09SvjwsCq2x6KjaVi1itotWwhLSGDeqlWkpaWpYvseISveTqeTM+Xnqb5Zz5vFXZzLuY3bXy97CTPbIvjS2UlMTcpk1cJlQZf7HB4e5tDBg9yqr+fIG2/Qc+OG3/pSTCYKVq9mwZ//OXPmz2fWrFlBF2l1dHRw5MABBi5coPutt3D19fmtLyUuDsuf/zlxS5eyct06MjIy/NaXN0gpuVZdzaWzZ4l57z2iS0sxjI/7rT97ZiYDX/oSEQUFrNy4MehGaQ6HgwsnTtBaW8uCn/+crPJyhB+0DsAtBLfmzuX8F75AekEBxcuXYzKZVLEdkuLd1dVF6cnDlCcO8LNFnQx7mBrxFrND8BflVlY1xrFm8YqgiMKllNTW1nL29Gku79rFlT17kJ6kAnwg2mpl3QsvkDFtGus3bgyKKNzhcHDu9Gmu19TQ8cYbjF6+HLC+w6dPJ/X558nKz2fpypVBEYUPDQ1xvLSU4fp6El59VbVI+3FIIRguKWHwU59izoIFFBYVBUUU3tbWxqmDB0k7e5biN9/EPDoakH7tERGcf+YZ2hctYun69apE4SEl3lJKzl2+yJX6an62qJOL2SMqe/fxyO8I48VTqRRMymHtkhWaRZ12u53Sfftoqqvj4M6d9Le2Bt4JIZi2di2Lnn6aRUuXMn369MD7cJe+vj72v/8+A+fP0/WLX+AeCfz9IcLDSfrLvyRu6VI2bNlCUtJDt54ICDeuX+f00aPEvPsuMXv3+i26/Cgcycn0v/gikdOmsW7rVs0m8dxuNxdOnKC5upolP/kJ6RUVmvjROnMmp599lqzCQoqXL/dJO0JGvN1uN0fPnuS8rYFvr2/xeCJSbcwOwd8cS2MJGWxetT7gVRhjY2Ps2bWLyrIyjv/iFwGLth9FTHIy2156ieIlS5gzd27Ao6zu7m72v/8+HT//ObdPnw5o3w8jYu5cUp9/nvWbN5Oamhrw/muqqig/fhzrd76DuaUl4P3fjxSCgc98BveWLZRs305UVFRA+3e5XJw4cICxc+dY88//jFmDl/r92CMjOfx3f0f4ggWs2LjRawH/KPEOmiSmlJKyk0c5PljPN0puaS7cAHaT5PtrWjlkamJ32Yc4nc6A9T02NsZ7777LhV27OPbzn2su3ABDXV387//+3zl77BgXzp8PaN9dXV18uGcPbTt3BoVwA4yWl9P2gx9wcO9e2traAtp35ZUrXD5yhKR//EfNhRtASEn8r36F8be/Ze+773LbwyoOX3C73Rzdtw/nsWOs//a3NRduAPPICOv+6Z9wHjvGkb17cfvh+Q0K8ZZScuzsSc7evsl31rUwZgr80O9RuAywc3kHJ8Lb2Hf0oF/+CA9it9vZs2sX5e+/z7nf/Mbv/XnCaH8/u156iUtnznDlypWA9Nnb20vpBx/Q/qMfMRqgPj8uY9eu0fr971P24Yd0dXUFpM+6a9eoOHWKpJdewtTTE5A+Py6xu3cT9rvf8eF77zE2Nub3/qSUnDhwAHn6NGu+//3f12gHA0aHg9Xf/z7uM2c4efAgamc5gkK8r1ZXcr67ge+sbcFuDB7hvoc0wKsr2jlDC8fOnfJvX1Kyf98+KsvKgk647zE2NMTul1/m/KlTNDU9csdKdfoaG+PDPXto/+lPGdUoh/k4xuvqaP/Rjyjdu5dhlcrQHkV7ezsXjh3D+vLLGHt7/dqXt8Tu2YPxgw84sGeP34Od8nPnGDl/nlU/+AEGlzrlw2qiuFys/sEPuH3uHOXnzqlqW3Px7u/v50LFZf55TStj5uAT7nu4DPD/rmjjWssN2v04m19bW0tzXR3Hf/ELv/WhBiO9vZS+8gpHDx/2a4R14vBh+srKGAlwmsZTRisq6N29m2N+iLDuYbfbOX7gAAmvvYaps9MvfahF7NtvM1ZTQ9XVq37ro7u7m/qrV1n1gx9gDKKI+0GMdjurfvAD6q9epUfFkZKm4u12u9l/8jC/nttNT3Tg8sneMmqW/GRJBwdOHsHhh5tleHiYs6dPc3DnzqDIcT+O7uvXuXboEEcPH/aL/cbGRlrr67G9/bZf7KtN365ddNXXU19X5xf750+exHT2LBGVlX6xryZCSuJfe42rFy/S39+vun2Xy8XJ0lIW/uIXRAwOqm5fbSIGB1n4i19wYv/+O/suqYCm4n21uoJaYx+H84e0dMMjKtJHOZs6wIkLZ1S1K6Xk0IEDXN69W5tyQC859/bbNDU00NjYqKrdsbExTh45QvurryKDOKr6A9xu2nbu5NypU6qnT9ra2miurSXuzTdVtetPTD09xL79NsdKS1VPn1w+d464q1fJOXtWVbv+JOfsWeIqKrii0ihSM/EeGBjgYuVVXlvWjtS+rt8j3lzQRW3rTVXTJ3V1ddxqaODK7t2q2QwELoeDgzt3cuzIEVXTJycOH6a/rIzx69dVsxkIHK2tv0+fqGbT4eDEwYPE//jHGAK04EQtosvKGL92jSoV5yt6enpoqKxk8RtveLRPi9YIYPFPf0p9RYUq6RPNxPt85WX2FPaGRLrkQUbNkv85r4uTV9V5g7rdbs6fPcuRN94IiXTJg3Rfv07j+fNcU2lPkYGBAdpaWrD99req2As0fbt309PWplp+s6GhAaW6OiTSJQ8ipCT+jTeoLC9XLV1Qcfo0s99+OyTSJQ8SMTjI7LffpuKM7yN3TcR7fHycW83NHJoaehf/Hheyb9M70K9KPq+trY3Bri6/7lXib6588AGVV6+qMjyurqhg8NCh0EmXPIjbTe/evVSUl/tsSkpJzcWLRO3apYJj2mBqb8fU3KxKZdLt27fp6OpiysmTKnimDVNOnaKjs9PnWnhNxLuuoZ6rGaMMRYRelHkPlwJlUwe4Wlvls61L589THsIPJ0BvUxMDnZ20+LhgxOFw0FBfT/+BAyp5pg1DR4/ScuuWz6mkzs5O7H19hF27ppJn2hC5axdVKuR666qqmHz6NCY/brrlb0xjY+SeOUNddbVPdgIu3lJKLtdW8n5BcNaoesLB/AGu37jhU+XJvZM8bobQxMujuLRrF+U+bkh28+ZNxhsacNlsKnmlDe7hYUauXPG58qT60iUi9+wJqdzuw4i4fJnhvj5sPvxdXS4X9dXVFOzbp6Jn2lCwdy/1VVU+pZICLt7t7e30GMdpSArdN+c9eqNc1KWMc+Om9+mOmqoq6o4eVW0/bi1pOn+e3t5eBn3IRVZcuIAtxCZtH0Xv++9Tdfmy13Xfo6OjtHd0EH3ihMqeBR7hdhO5fz81PqyQvXXrFnGtrcQHeCsCf5DQ1kZsWxu3bt3y2kbAxbulvZXjWf2EfChxl2NZ/dS3N3vdvvHGDa6rMHkRDLgcDtqrqujo6PCq/fj4OLfHxhir8j0VFQzYb9zAPjbmdW6zs7OT8MbGkKsweRQR587R7kNarf3GDbKOHFHPIY3JOnKE9ps3vW4fcPFusnVwwxL6Ufc9Gi12r4eCLpeLMbud3mbvxT/YaKmqot3LOvXe3l7c3d2gwbam/sLZ2ur1/dHT1YUxBCtMHoWpvZ1xpxO7h8f03cPW3o5F5fUEWmJpbMTmwygioOItpeS2rZ9Gi3d/vGCkPdaBa9Tu1Q3Z39/P+PAwLi9v5mDE1thIh5f17z09PYyE+MTcgwxXVtLt5VL27qYmTCFcgfQgQkrCenq8epm5XC767XYSJlCgk9jcTL/d7nXeO6DiPTw8jF2RDEQG3wYy3iIN0JMovbohbTYb3SG2COVx9DY3MzY+7tUN2d7UxIiflpZrxdj167R7IThSSnpv38Y8gSJNAGNNjVf17/39/UQPD2OaQIGOaXyc6OFhr8uNAyreNpuNFkvoLcp5HDWW2/TYPL8h21taaJkg+d17OMfHsXt5Q9psNuw+5ACDEXtjIwPDwx5PWg4PDyPsdowDA37yTBtMdXV0e1HvbbPZsE6wQAfAcuOG12m1gEfeTbETY/Llfm7FjNEz7PlD1tvby1CQ7w7nDYNdXV7t7WGXEkeA9sQOFK6BAdxSenyQx/DwMGY/HqisFabOToa8qEYaHhwkZoK92AFib9xg2MvqrICKt8vlYkSZOCmTeziMEofL81I/l9M5IUoEH8TpRdrk9yszg3BPZp9xuTy+Hi6XCxHCC1EehXA4vEqpucbHMU6glMk9FLvd6zmvgIq3w+VkXAndVZWPwqFIHF4ckeZyuXTxvovL5UKE4L4uHwu32+PI2+VyISbgvSEcDlxeVBO57PagOiVHLRSHA5eXL2mvxVsI8YynbRRhwDBxqsB+j5B4dcCoECLgh/gGAqEoHn8uIQRyAl4LAITw+P4QQoAPp44HK1IIr5Z4CINhQt4f0mBAKIpXbX25O172tIHRaCTc5Z2jwYzJJTApnp8srygKisnkB4+0xRQWhtHo2fVQFAUm4MMJgMFw5/N5gKIoSLPZTw5phzSZULx4KSlhYTgn4PVwmc0YvfxcH/mECSEedYaRACZ53JnRSPzwxBOrSLuBCFOYx+3MYWGYo6L84JG2hEVFeSze4m5EJiIikBNkRSEABgNSUTy+HiaTCXdEhJ+c0g53ZCQmD68FgCkiAntMjB880hZ7dDRGL//Oj7uKk4AS4MFpbwF4fBJvQkICeTcn3g1Z2BtNcqrF43apGRlYc3Jo8nEzp2AjJiWFhIQEj9tFm82YMzMZn0C13qa0NMK9iLzj4+MZS0i4M6yeQHMBjqwsrKmpHreLj4+nfvp0P3ikLX2FheR78azA49Mm7wPRUsqmB74agSOedpaYmIilT2CYOPciALm2MCwWz8U7KSmJ9Bkz/OCRdkQmJqIYjURGRnrcNjk9nbCcHPWd0pCwnBwsVqvH7cxmMxGKgiMtzQ9eaYezqIgkLz6TxWLBlpbGRJoyk4AtLc0r7YDHiLeU8q+klA/d0kxK+RlPOzObzSiRZtIGJk7qJNwhiBy5Exl4itVqJT493Q9eaYc1J4e4mBivJmInpaURXVTkB6+0I6KggNTsbK/aWqxW7BPsZebIzcXqxcssKioKTCZGvIxSg5GRxETwMtABDTamslqs5Ng8zw8HK1k2M2EJ0V5Vm0RGRqKYTER6IfzBStLkyaR7K1YWC2G5uSp7pC1R06Z5HVklZ2fjKChQ2SPtcIeH44iMJC4uzuO2QggsMTHYJtDLzJaTg8XLQAc0EO9sSypFXRNnkm5qdzgZFo/nboE7N2RcbCxJU6eq7JV2ZM2eTXJysldt4+PjISoKwwSZxBVmM8JiITEx0av2FosFxwRKq41PnkxseLhXgQ6AJTub7mnTVPZKO7oLCrB4GeiAFuKdnU1xcyRmxwQoC5OwqSGBgpw8r03MmDWLWZs3q+iUdkTfTQOleZmnNRgMZKSlEb1ypcqeaUPUokUkJSZi9rIULDk5GXdiIvbMTJU904bRTZvImzXL6/Y5U6ZwffVq3F7WRQcTbkXh+urV5EyZ4rWNgIt3dHQ0ScnJLLkZ+tHV9I5wEpRIryNNgJycHKy5ucQkJanomTYUbtxI3tSpHpfF3U/R3LlYtm6dEDXf1u3bmTl/vtftDQYD04qKuL1li4peaYMrNpbRoiLyfBhlJiQkEBMfT/PcuSp6pg3N8+YRGx/vVVXWPTRZwjW/YCbba62E+tTxE9cszC+Y6dMqSaPRyNT8fAo3blTRs8BjMBqZtmYNM2bO9MlOUlISkfHxhBcWquSZNphzczEnJZHu44R0/vTp3F64EHd4uEqeacPwmjVkZ2V5PQq5x7QFC6jdvl0lr7Sjdvt2ChYs8MmGJuKdlpaGxRHGlJ7QnbhMuK1Q0BHGlMneD3vuMaOoiILVq0N6tWXOggUkJiZ6NRl1P0IIZhYXY3niCZU804bErVspmjPH5+0PIiMjSZ00idvLl6vkWeCRQjCyaRPT58zx2VZWVhb9GRn0e1ErHiz0p6YykJ5OVlaWT3Y0EW8hBHMLivhURehG39urEpmcOxmTCoIbGxuL1WqlYPVq3x3TAKEoLPjUp5hbXKyKvcmTJxOen48pRMsojVYrkfPmMTU/XxV7M+bP5/aTT+IO0Zf77SVLiEpI8Lrq5n4URSG/sJDKT35SBc+0ofKTn2RqYaHHC7ceRLOdbwqnTadoMI5FjaGX+87rCmNVYxyL5nifz3yQFatXs+DP/5xoL2pgtWbOE0+QlptLpkoTayaTieLFi0nbsSP0NmcSgtQXXmD23LmEq5TqSElJIXnyZAY//WlV7AUSV1wcg5/7HEvXrVPN5ow5c+hYsIBWH1N0WtAycyYdCxZQpELeXrMnQ1EUNi5bzV+dSyZ2NHQeUJNT8OLJVNYsWq7awwl3yuTmzJ/PuhdeCKnJuvj0dGZv28ba9etV3SGxoKCApLw8EkIsfRK7bh2J06ZR5ENVxcNYumYNo2vXMu5DdUKgkUD/l79M/syZXi3MeRRms5ml69dz+tlnsYfQ/i/2iAhOP/ssyzZsUGXErqlqJiUlUZQ3jS+fSQmZ9Mmnyy3kJaaT7UN95qOYNWsWGdOmMW3tWtVt+wOhKGz4yldYvHQp0dHR6toWglUbNpDwxBMhkz4xWq1YP/1p1pSUeF3L/CjCw8NZsno1fTt2hEz6ZGTxYsTMmcz1cWLuYaSlpZFeUMCFZzzemVozzj/zDBkFBaSqlK/XPORdOGc+swbiQ6J0ML8zjLU341mzyD+TRwaDgfUbN7Lo6aeJ8aH8MFDM3b6djLw88lXK7T5IdHQ0C5csIW3HDkSwC5bBQOqLLzK7uNjnSdtHkZOTQ3JeHgOf8XhnioDjjI9n4POfZ2VJic+53Ucxf9ky2hYtomX2bL/YV5OW2bNpX7SIYhUnnjUXb0VR2LxyHV84n8L09uAth0rvM/G1I2lsWLZa1XTJg8THx7No6VK2vfQSEUG8bD5vxQrmbt/Oug0b/HqgRH5BARlFRaT+1/8avPlvIUh57jlSZs2iyM952KVr1uBav56hTZv8Qk4IhAAAIABJREFU2o8vuKKi6PnGNygqLlY1XfIgZrOZlZs2cfKFF+iePNlv/fhK9+TJnHzhBVZu2qRKuuQeQfE0JCYmsnnVev7mWBp5XcFXPjhp0Mg/Hsxg3YLlPtftfhymT59O8ZIlPPGNbxAWhHsYZxcXs+Lzn2fb9u13NgzyI0II1mzcSPqSJaQ891xQzgckPfMMqStXsnHrVtXTJQ8SHh7OpiefZOTppxletcqvfXmDOyIC2z/+I1MWLWKmCqWBjyM5OZllJSUc+ru/ozcIV6L2ZmZy6O//nmUlJT4t5nsYQSHecGdGfdPytfz9oXQK24InAs/sNfGtDzNZPWcxkwP4dp8zdy7zly7lT779bSK93BvDH+StWMG6555j67ZtfksPPIiiKGzcupX0NWvuRODBsjxaCCY9+yxpmzax6YknfFpZ6gnR0dFs2r6d25//PEMlJQHp8+Pgiomh+1vfInPJEooXLw7YEX8ZGRksWr+eAy+9RFcQTeh25eVx4KWXWLR+PRkZGarbD8zd9jFJT09n65qNiCMH+OXcLo5MHcKrA+9UYs6tCJ47lcq6RcvJzQnsbndCCBYsXIg5LAzl29+m9JVX6L5+PaA+/IE/BgNzn3ySudu3s2379oAJ9z2MRiObn3iCg2YzSnQ07Tt34urvD6gP92OIjibl+edJW7SIjVu3qjoc/jjExcWx9amn2Gcw4EpKIu7ttxFeHIKtFvasLHq/9jXyFy1i7oIFAT+bNSc3F+OmTRwyGFj485+Te+aMZtIhgZuLF3PuC19gRUmJ30brQnpxkvPjKC4ulhd8OB2mr6+P/ScOUxPex+tL2+mN8uwkcl+JGjfwX84lM78rjo3L1zBpkne7BqpFU1MTRw8f5tqhQ5x7++2Anzgfn57Ohq98hYy8PNZt2OD3VMlH4Xa7Kb94kaorV+h6801un/L4QCefiSwuZtIXv0h+YSELFi/224Tcx2F0dJSTZWXYGhqI37mTsMbGgPYvFYXBp57i9ubNLFyxgrw87zdpU4Oenh5O7N9P3NWrLH7jDSIGBwPa/2hsLGf++q8ZmDmT5SUlPuf8hRAXpZQPXf0WlOINdx7Sy5VXKa+u4K353RzNC0wUPudWBH99OoVp2VNYMm9hwCOqRzE2NsbRw4dpamjg4M6dAYnChcHAnO3bmb1tG4uXLiU/Pz9oTru32WwcLi2lv7KSjp/8JCBRuCE6mklf+hJxc+awZuNG1XOY3iKl5ObNm5w9dozI0lJif/e7gETh9qws+nbs+D/svXd0XNl95/m59SoAKMQqZIAESCKQYG6CuSOboRObLXm0O3OO2zuj4CirZ9a7Xs94RpK3Rx7N7njs1spauS2NpZE18lqpyY5MzWYmGwAjMkEi5ypUIRQqvrr7B0mJTTOh0quqfp9zeA5B8P3ur269932/+7u/ey8FNTVsf/ZZTV/qd6KqKpeamui5epVN3/8+1efPx106bkfbTV/4AjWrVrFu48aYvNRTUrxvczsK7zG5+flKB5crvMhYZ+ol1I9beKXDzsqpHHZtf5rS0tIYNxIb+vr6OPHRR/Q1NXH5nXeYGhiIeRuKyURVYyMbP/c5ypcsYcfOnTGv444Fqqpy6cIF2i9fxvXBB8wcPRoXETfk5JD79NMU7N1LXUMDjZs3Jyy/vRBuR+GO3l6yf/pTss6fxxAIxLydQHk5nhdewLttG5ueeIJly5YlzUv9Tm5H4dldXaz4xS8ob29HxFjvpBCMNDTQ8dnPMldfH5No+05SWrzhZhR+48YNmruu4PbO8X69i2M1M8xmRncYZkZA8PiNbPZ22rGRyWP1q6mtqUmaaPt++Hw+Ojs6aL1yhenxcS7s309/U1PU6ZTswkJW7t5N/TPPYLPZWN/YyKJFi5LywbwTt9vN1UuX6Ovtxd/ZifPAAXydnVHbtdTUYNu7l8zVq1m0aBGr16+Pyf4c8URKycjICG3NzUw6HFhPnsT6wQeYxsejs6sozD/2GPOvvIJaXk7dqlWsWLmSzCRf4aiqKtd7euhsaSHkclH/7rvUnDiBxeOJyq7faqXnySfpevFFjAUFLN+wgWU1NTFPoaW8eN+J0+nkYmcrg/0D9JYEuFI4xw27nz67/6FinhUwUOU0s8RpZpUjh/pRMyVlZWxYvpqSkpKkF6m7CYfDDA0NcbG5mampKUbb2hhqa8PZ18fUwAAhv/+B12fZbBRWV1O0dCmL164lr6KC2tpaVq5enfAJyVgQCAS4fv06V1ta8LndzF26hLerC39fH8GREXjQKexCYCorw1xdTVZ9Pda1a7HYbKxat47aujosluQrYX0Ys7OzdLW10d3ZiXl0FOOVK5h6erD09aE4HA9MJYRNJoKLFxOoribY0IBv1SryCgpYuXEjixcvjntJZKyRUjI5OUnXxYsMDg9T1tND4dWr2Hp7sff1kfEQMfdZrTirq5lasgTH6tWM1tSwqKKC+vXrKSoqipt2pJV438bv9zMyMsK4c5IB5xjzU9P4jZKxAhWvUcVvlEgkFtVARshAybSRTC9k2nKosJdQbi+hrKws4sM/k42ZmRnGxsYYHR5mbHQUn99PYG6OmYkJQn4/Ib8foSiYLBYsVis5paUoRiN5OTlUVFVRXFxMeXl5UqYDFsrtB3VycpLR/n6cDgd+VUU6nYRcLmQgQNjvR5jNGCwWjHl5iMJCzEYjdpuN0lv9UVxcnHIv9Huhqiqjo6NMTkww0d+Pa3oaNRTCMjGBYXYW4fdDKITMyACLhWBREYGcHLLNZopKSymqrKS0tDQlX+j3wuv1Mjo6inNsDOfgIFNeLxafj/yxMYw+H4rPB4CakUEoIwN3aSn+jAxsmZnYFy3CXlpKeXl5XBfr3SYtxftupJTMzs4yPT1NKBRCVVWklCiKgtFoJDc3l9zc3JSLGCJFVVXcbjdzc3OoqoqqqgghMBqNGI1GCgoKyMrKSgtxehSCwSBOpxOfz4eqqoTDYQwGA4qiYLFYsNvtUR8UkErMz8/jcrkIBoO/6g9FUVAUBavVSkFBgaZVNIlESsnMzAzT09Ooqkro1mSv0WhEURTy8vLIzc3V5Fn5VIi3jo6OTrrxIPH+dIShOjo6OmmGLt46Ojo6KYgu3jo6OjopiC7eOjo6OimILt46Ojo6KUhcqk2EEJNAf8wNL5xCwKG1E0mE3h+fRO+PX6P3xSdJlv6oklIW3esXcRHvZEEI0Xy/MptPI3p/fBK9P36N3hefJBX6Q0+b6Ojo6KQgunjr6OjopCDpLt5vau1AkqH3xyfR++PX6H3xSZK+P9I6562jo6OTrqR75K2jo6OTlqSteAshnhNCdAkheoQQf6K1P1oihPhvQogJIUSr1r5ojRBikRDimBCiXQjRJoR4TWuftEQIkSGE+FgIcflWf/yZ1j5pjRBCEUJcFEK8o7UvDyItxVsIoQB/DTwPNAD/QgjRoK1XmvID4DmtnUgSQsAfSSkbgC3AH3zK7w0/sENKuRZYBzwnhNiisU9a8xrQobUTDyMtxRvYBPRIKW9IKQPAPwD7NPZJM6SUJ4Aprf1IBqSUo1LKC7f+PsvNh7RCW6+0Q95k7taPplt/PrUTYUKISuBF4Hta+/Iw0lW8K4DBO34e4lP8gOrcGyFENbAeOK+tJ9pyK01wCZgADkspP8398VfAHwPRHZCbANJVvHV0HogQIhv4OfCvpZQzWvujJVJKVUq5DqgENgkhVmntkxYIIV4CJqSULVr78iikq3gPA4vu+Lny1r/p6CCEMHFTuH8spfyF1v4kC1JKN3CMT+/8yHbgZSFEHzdTrTuEEH+vrUv3J13FuwmoFUIsEUKYgX8OHNDYJ50kQNw8iPD7QIeU8r9q7Y/WCCGKhBD5t/6eCewCOrX1ShuklP9WSlkppazmpmZ8KKX8TY3dui9pKd5SyhDwZeAgNyek/lFK2aatV9ohhPgJcBaoF0IMCSG+oLVPGrIdeJWbUdWlW39e0NopDSkDjgkhrnAz6DkspUzqEjmdm+grLHV0dHRSkLSMvHV0dHTSHV28dXR0dFIQXbx1dHR0UhBdvHV0dHRSEF28dXR0dFIQXbx1dHR0UhBdvHV0dHRSEF28dXR0dFIQXbx1dHR0UhBdvHV0dHRSEF28dXR0dFIQYzyMFhYWyurq6niY1tHR0fnU0NLS4pBSFt3rd3ER7+rqapqbm+NhWkdHR+dTgxCi/36/09MmOjo6OimILt46Ojo6KYgu3jo6OjopiC7eOjo6OilIXCYstUJVVWZmZgiFQqiqCoCiKCiKQk5ODiaTSWMPE4vf78fj8aCqKqqqIoRAURRMJhM5OTkYDJ+ed7eUkvn5eXw+36/64/a9YbFYsFqt3Dze8tNBOBxmdnaWYDCIqqpIKTEYDBiNRrKyssjIyNDaxYQSCoWYnZ39J9phNBrJycnBaEw+qUw+jx6RcDjM1NQUDoeDoclxxhwTBOe8zJshYJAEBUjAJMEUFmQHQMmyUGwvZHFxGXa7ncLCQhRF0fqjxIRgMIjD4cDhdNDvGMXpdKL6gszlQFCRhBSJQQqMqiAjABlesORnU2Evptxegt1up6CgIG0EbH5+nsnJSRyTk4z29+OenSUcDML8PDIYRIZCCKMRYTRCVhYGs5k8q5XSqiqKiospKirCarVq/TFigpSS6elpnE4nkyMjTAwNMePzYfT5MPh8iFAIEQ4jjUakyUQgOxuTomAvKKC4qgp7YSFFRUWYzWatP0pMCIfDOBwOnE4nzsFBpsbHmQmFyPZ4MAYCKMEgAKrJRMhsZs5qJddoxFZSgn3Rol9ph9bBT8qJt9frpbO7iyud7UwT4prZS7vRQ1+Wn8G8IEHDvc/kVCRUBM1Uzw6x3NVNfTALW0ihvraOVctXkJOTk+BPEhumpqa40tVGb18fE/kqnfZ5uhfN07cuwGhuEHmf+ysjKFjsNFPt7GfVWDY1VyzkKBk8Vr+ammXLUvJBlVIyPDzM1ZYWJh0OQoODzLW14bt+nUBfH6rLdd9rlbw8zNXV3Fi6lJxVqzAuXozNZmNNYyOVlZWaP6iREAwGuXHjBu3NzfhmZ7HcuIHS2oqlt5fygQEM8/P3vE4KQai4GH91NTfq6uhuaMBfUsKiRYtoWLeOwsLCBH+S2ODxeOhub+daWxuZbjf27m6KOjpY3tdHwdAQSih0z+tUoxFXZSXO6mqcK1bQU1eHNz+f2pUrqWto0OwlH5cDiBsbG2Us67yllExMTHCh/SqjIyM0Z83zrtXFgDkQld2SoJE9nnye8ORQWFhI48o1VFRUJH30qaoq/f39NHddwTU3w6E6Nx/WzuDOUiM3KqF+3MLeLjsNIxlUV1eztn4lNpstdo7HCZ/Px7XublovXSIwOYlj/348588jA1HcH0Yj1o0bKdy3D3NpKStWrWJ5QwOZmZmxczxOuN1uOq5c4cb162Rcu0bWgQNktLcjonjW1ZwcPE8/jef558nKz2flxo1UV1cnZTrhTqSUjI6O0tXSwtjEBEvPnqXu/fcpGBmJyq6rvJyuF16gd8sWSouLqd+wgbKysphrhxCiRUrZeM/fJbt4e71ejp4+Qb9jnANZTk5lzzFvCMfE9m1MYcHmeSufmS9kUVY+e558htzc3Ji2ESsmJyc5dPoj+jLn+OVyB5cWzaPGOCjMm1fYcS2X57ryqV20hO0bNidlJC6lpKenh/OnTuG5eJGpd94h0Nsb83bMixdT8MILWDdtonHTJpY3NCTlCz4UCtFy7hzXOzuxHj6M9cgRjFNTMW1DCoF3zRrm9+1D1tTwxK5dlJaWxrSNWDE3N8eZw4eZHxxkxVtvsfTMGUx+f0zbCGZkcGPrVjpeeYWsxYvZtnMn2dnZMbOfkuItpeTGjRuc/Pgsh7Lc/DTXSSjOz4uQsGcuj8/N2Nm4dj0rGxqSZrisqipNl1q42tPJ9zeNc756HuLcH5kBwb9qKmbzaB47tz1FeXl5fBtcAB6PhxNHjzLe08PoG28QGBiIe5umsjLKvvIVCmtreXr37qRKtU1MTHDi0CEMFy+S9+abKHNzcW9zft063L/7uyxZsYLGrVuTpiBASsm1ri4unD1Lw4EDrDpwAEM4tgHf3YQVhdaXX6Z9714e27aN2rq6mLzgU068b0fbPc4x3sgfoc8SXXpkoRQHjbzmKqM2y54UUfjtaPtKnpvvbhljJjO+N+LdrB7O5PfPllJfsYTHG7do+pDeGW1Pvfcerl/+EtQo0kULRQjyX3wR22c+Q+PmzZpH4b+KttvbyX/zTbJaWhLavmq1Mv2FL6A2NiZFFH472g709LD9jTcoGB5OaPuuigpOv/Ya5tramEThKSXe09PT7P/gPQ5mOPnHBETb90NI2DObx/80V8iLO3dTXFysiR99fX0cPX+Sv900zvlqT9yj7fuRGRB84eMStrkKeWXnC5rkfqWUnD11imstLYz85V8mJNq+H6ayMsr+zb9hyfr1PLljhyYjNL/fz6EDBwh8/DH53/1uQqLt+zG/bh3u3/99Nj71FLV1dZr44HQ6Ofr22yw/cIBV+/fHPdq+H7ej8M59+3j2pZew2+0R20oZ8XY6nbx96AP+LmeME9na3Yh3ssqbwb9xlbPnqR1UVFQktO2ua90cv3iOb+wcZsCW2NHHPZHwzy7b2NdbzCu7Xoxpbu9hhMNhThw9yo2mJoa/8Q3C96mUSCTCbKbiT/6ERZs38+yePQktO/V6vXzw1ltw6BD5P/xhVJORsSJYWorjq19l9fbtrFqzJqFtj4+P89F777HlO9+hKkk2xevbuJHzv/d7PPPiixEHfw8S7+RI6HJzhvztQx/w17kjSSPcAK2ZPv6TbZgPjn/I2NhYwtrtuX6dY5fO8dU9g8kh3AACfrZuip/UjfLWoXfxer0JaVZKycljx7h+5gxDf/ZnSSHcADIQYOjP/5z+Eyf48OBBwgmK9Px+Px+89RaGt94i/wc/SArhBjCNjVH07/89V0+epKOtLWHtOhwOPnrvPR7/i79IGuEGqG5q4vG/+AuOvfsuDocj5vaTQrzn5ubYf/A9/jZnjGZrcjyYd9KT4ee/2EZ4/8MjOJ3OuLc3ODjIsebTvL5riPG8e9eeasl7K6d5a9kEbx1+l0A05XiPyPkzZ25G3P/pP0VX/hcPQiFG/uIvGPj4Y04eO0Y8RrJ3EgwGOXTgAOLgQXL/8R+1yqLdF+PUFIVf/zoXT57k+vXrcW/P7XZz9J132Patb1GRwBfGo1LR1sbWb32Lo++8g9vtjqltzcU7HA7z/kdH+VnmBGeSKOK+m84MH9/JG+W9Dw8TvLUCKx54PB6OnDnON3cMM5Ifv3ai5edrpvioaJKPzp+KazsDAwN0XbrE0OuvI2Nc5hUzQiGGv/lNei9f5npPT1ybaj57lsDZs+T98IdJJ9y3MTkcFL7+OueOH2dmZiZu7aiqyon332f9D3/IokuX4tZOtCy+dIn1P/whJ95//1dL72OB5uLd1t5Ot9fJuznTWrvyUJqt87Qo05xt/jgu9qWUHD17gvfqXdwoSrII824E/KBxkmuTgwzEaeLQ7/dz8tgxRr/1raRJldwP6fcz+sYbnDt1ivk4+To2NkZvRwf5f/M3SSvctzGPjJDz059y4tChuI1GrrS0YG1tpfajj+JiP5bUfvQR1tZWrl64EDObmor3zMwMTZcv8q38UWSy3423+F7eBB291+OS/+65fp2e+XF+uTq2CyviRcAk+da2UY6dO4U/DlHx6Y8+Yvr4cfzd3TG3HQ8CAwO43n+f40eOxFywgsEgJw8fvllVkuQvstvkHDzIfHc37a2tMbftdDrpvnKFrd/5TtK/yOBmkdjW73yHrsuXY5Z61Uy8w+EwB08c4x9zHUyYki+vez88Spjv5o9x+ORHMU2feDweTrWc443HR1FTaK+s7lI/J6rdHP/4dEztDgwMMNjTg+PHP46p3Xgz9YtfMN7TE/N8b/PZsyjNzWQlcXrgboSUFHzrW1xqaopp+kRVVU4fPEjj3/0dWTHOI8eTLLebxh/8gNOHDsUkfaKZePf09HDNO8Wh7PjlxOLFpSwvLco0F65cjpnNEy3neL/OlTyVJQvg79c76JkYitloRFVVTt1KlyTdBOXDUNVfpU9i9XKfmpqit7OTvO99Lyb2EolpfJycn/2Msx9+GDObnW1tZLW3s/TMmZjZTBRLT58mq62Nzvb2qG1pIt5SSprbrvCT7ImUSZfczf+X46CjuzMmb9D5+XlGh4d5Z+X9d71LZgImyc9XOmjuvBITewMDA/gHB1MmXXI3gYEBfF1d3LhxIyb22i5exPreeymTLrmbnCNHcDgcMYm+w+EwnZcusfZ//I+USJfcjQDW/uQndF68GHVqTRPxnpycxOWfpy3Dp0XzMWHMFGLAFKC//76HOz8yHde6+Lh6Hq85Oep1I+HM0jkmRsfweDxR27rS1IRj//4YeKUdzgMHuNLcHPUD6vf76R8YIPvYsRh5lnhEMIj12DE6rl6N2tbIyAiWyUkK47ABWaIovHED8+Qkw1Eu3ddEvC+2t/JuljNlo+7b7M9y0tQWXbQZDodp7e7gvfrUmKS8Hz6z5NwSDx3XuqKy43K5mHa7mb94MUaeaYOvowOvy8Xk5GRUdnquXSOrtRUljiV3icB66BDXu7sJ3WfP7Eelq7mZ+v37UzLqvo0Alh84QFeU+9AkXLx9Ph/DQ0OcsCZvTfejcilzHvfsDFNRbLs5ODjIaHaAQVvy1nQ/Ku/Xu2jr7ohqpWHb5ctMHz6c2M2m4oGUON95J6rSMCklHRcvkvX22zF0TBtMDgeWGzfojSJinp2dZdLhYMn58zH0TBuWnDvHpMPBXBT70SRcvPv6+mjN8uFRtNk0JpaEBRzJctPZcy1iG5dvdPJObeyXzmrBUEGQiewgo6OjEV0vpaS3r4/po0dj7Jk2zJ08yfDoaMTRpsPhQJ2exnIt8vsrmch89126o6iW6b1xgyVnzmBMtUnse2AMBKg+c4YbUVQlJVy8ByZGuWiaTXSzcaPD4mVwIjKxAphyOOkuSdKVgxFwuXiOSUdkqYKZmRmk1/vA48pSifD8PHJ6GleEn8fhcGBub0/pFMGdWLq7cXk8Ec8DOHp7KYlDzbhWlLS24ujri/j6hIv3uGOSviiPL0sm+swBvO7ZiG5Ir9eLGgoxmZ06de4P45rdS78zspJBp9NJIAYTwMmE79q1iBdlTAwOYuzoiLFH2qF4PCg+X8RVJ063G1sUYpds2Pv6mIqiTj2h4h0KhQh5fAylkXh7lDA+RUZ0QzqdTsbsqmZ7dMeDPnsAd4RzABOjo8ylUWQF4OnoYDTC7QOc4+OY00isACwDAxG9zLxeLyFVJSfKCeBkImdigkAoFPHunAkV76mpKaYtUrMDFuLFgCUY0Q056XTQZo++tC6ZmMgJEQqE8PkWXgY6NjSEP83Eyt/Xh2NiYsHXhUIhPKEQ5qGhOHilHcrVq0xGsJjL6XRiGx9PpzgHAdjHxyMemSVUvF0uFz2m1K3tvh+tyiwTzoVPOg66xrlhS7P+EDBhD0dUgTPr9aZd2iQwOMh8KLTgxVxutxvLzAwiytK6ZMPc14cjgheSa2oKWwxWJSYbto6OiOdEEiregUCAKdInZXKbWYOKx7/woY8v4GfWkuIlcfdg1qIueJ9vKSVhIKzhUV5xIRRCqOqCK04CgQCGdOsLwDA3RzCCapHA/DwZKbSPyaOS4XIRiHDl7EPFWwixXAjxrBAi+65/f26hjYVCIbwi9UsE7yYoJIEIIiQ1pBJUUndV5f3wK+EFR5qqqkKSnAgTc8IL749QKISI477xWiGCQdQI1gGEAgGUNCgRvBslGESN8HM9ULyFEF8B9gN/CLQKIfbd8es/X2hjajiMSvo9oKogohsyHA4T1nxH9dgTNMgFL9QJh8NJc5xXzJEL7w8pJSLVFyrdA6GqhCP4nsOqqtmBwvHEoKqEI0yNGR/y+y8BG6SUc0KIauBnQohqKeUbRFAjYTIaMafVlMNNjFJgUh7Wlf8URTGgpN/ziUU1LPgwXkVRkBqcwJ4QDBH2h8kUJ4e0QxqNKBF8z4rJhGpc+DOW7KgmE4rZHNG1D+sNg5RyDkBK2SeEeJqbAl5FBOKtKAqZMoU2q35EzFJgjuDGUoxGzGr6vcwsIbFgsTLcfqCFSL/0iS7ev0KazRGJt9FiQY1Q5JKZkMmEYrFEdO3DenFcCLHu9g+3hPwloBBYvdDGsrKyqJSZC70s6SlVzRRk5yz4urzMbOye9IsmCj1GsrKyFnSNEAITYCwsjI9TGmGwWhEGA6YFCnFWVhah/Pw4eaUdIbudrOzsh//Hu8jMzmausjIOHmmLZ9GiiPoDHi7evwV8oihTShmSUv4W8ORCG7Pb7VT50y+aWBnKptC+cNFZZC+lwWGNg0faYVIFedOCgoKCBV9bkJ+Pubo69k5piLm6mpzMTIRY2AgrNzeXUGYmqjW97o9gXR3FVVULvs5ut+Osq4uDR9rirK3FbrdHdO0DxVtKOSSlvGdFvZRywede5ebmkqEKrGoa5TYllPgMEX0BdrudWmd6jUQqXSZMuZkYI0gjlVVVkVlTEwevtMOyZAmlixYt+DohBPmZmQTS7GUWamjAHsHoymazMZ2Xl1Z5b9VkYjovL6JABxJc5y2EIDM/h+pA+uSuikJGjCYjmZkLF2GbzUb+tMCYRpOW1U4LxRGMQgAKi4qwrlwZY4+0JWfVKopLSyO6tqiyksCSJTH2SDsk4CspiSjQMRqN5BqNuNIodeKqrCTXZIoo0AENNqaqLCplSSCyBH0yUh0wk2+zRXSt0WjEmJtBhTt9XmYrnFYW28siutZut6NEKHTJiqmqKuJhcVFZGeqqVTH2SDtCRUWYjJEFOgC2khKcaTQScVZXYy8ujvj6hIv3orJytgfSZyJmiz+XpeWRRwOLisvZMJQeeU0RkWq8AAAgAElEQVRDGFaPZFIc4Q2ZmZmJxWzGkiapE1N5OUpGBrm5uRFdX1xcjHfZMsJpUnXiXbeO4pKSiK8vWbKEoe3bY+iRtgxt20ZxFCOrxEfelZWUqSYqA6l/Q1pVA+u8WdQui1xs1tQ1sLs7H0MarD9YO5RJflYOtghHIgAr163D9tJLMfRKOwqef57lK1cueLLyNtnZ2djtduY3bYqxZ4lHAvN797Ji3bqH/t/7UV1dzeSyZcxFOJJJJuYKC5lctozqKEYSCRdvg8HAyroVPO+JLEmfTDzlyaGyspKMjIyIbdhsNvKzc1k3uLDSumRkX1chG+vXRGWjtq6OzDVrMOQsvPQymRAWC9atW1ne0BCVnZWNjcy/8kqMvNIO//LlmAsKKIki8jaZTCytqaF7164YeqYN3Tt3srSmZsElpHeiSdnHivp6Ns9byQin7gIVIeFFj431DdHnJDfWr+GVrtSOJkpmjFRNmaOKJAAsFguLFi0i5+mnY+KXVli3baOkuBhrlKV+FRUVUFSEP8VzvZ6XX2bFhg0Rj0JuU79mDdd27EjpqhPVaOTajh3Ur4ku0NFEvK1WK6WlpWz3RFacngys9mWSn2mlMAaLSqqqqljkslA2nbqppOe68lleU7fglYT3YvX69dief/7massUpfDll1nT2Bi1HYPBwPK1a5lP4VRSKD8f3/Ll1MRgLiMvL48Cm43+GPStVvRv3EiBzUZeXl5UdjQruN60Zj3/82wh2SlY822U8PnpEratiz6SgJtLodc2rOJLH5eQivt2lU2bePJ6LquXx6bMz263YyspIf+FF2JiL9HkPPUUOaWllMaocqZu+XJ8GzakbPQ98/nPU1dfH1WK4E5Wbd3KxVdfJRhFulIrghkZXHj1VVZt3Rq1Lc2Us6ioiBXLavnt6chzYFrxuRk7NYVlVEWwUux+rF25mhW+Ap7qSa1crwjDa6fL2LKuMeoUwZ08tWsXts9+FlNZZGWHWqHYbBS9+irP7NkTkxc7QEZGBpueeAL3a68hUyxd4GlsJLx+PetjOOlaXl5OaV0dLa++GjObiaL5t36Lsro6ysvLo7aladi7ZcNG1ofz2DCfOpN1S/xmds/ns2P7EzF7OOHm8HjP48/wakshNk/qbN71Yns+tUohK+qXx9RuTk4OjZs3U/aVr6RU+qTsy19m9fr1Ea+aux9Lly7FXlPDzOc+F1O78UTNyWH6S1/iyd27I16Icj82Pvkkg9u3M7piRUztxpPRFSsY3raNjU88ERN7moq30Whk95PP8NvukpRInxglvOYq58nN2yJeaPAgCgoKWLdiNX9wpiwl0idl0yY+02pj17anY/oiu83yhgYKa2tTJn2S89RTFKxYwZooyuHuhxCC7c8+y/zu3SmTPpn+0peoWbky4rr/B2E2m9n67LOc+fKXUyJ9EszI4PQf/iFbnn0Wc4x2R9RcMYuLi1lZU8e/dpWT1IfKSPiiu4SawjKWxHHJ8vrVa1npL2Bfa3KXUmYFDPxvx8vZsq6RnDiV9QkheHr3buy/8RtYknxTInNV1a/SJYY47UuemZnJ5iefxPVHf4Sa5KWUs88+S/ixx3hs8+a4tVFZWUlpXR1nfv/3CSfx6CwsBKf/4A8oq6ujMobL+zUXb4CtjZvYnFfJa1NliGQUcAm/OV3IM0oJu596Ji5R5m0MBgMvPbOH3+guZkdXZCvz4o05JPjToxU0ltTFPF1yNzk5OezYs4eKP/5jzDGcY4glprIyKv70T3ly586Yp0vuZunSpdRt2oTja18jvMBtdxOFZ8sWPK++yu69e2OeLrmbLc88g2/7ds7/9m8n5WBVAud+53fwb9vGlhiXvyaFeBsMBp7fsZPHM8v5Q1dpckXgEv7FjJ3nw8W8vPv5mM2YPwir1cq+XS/wW1dK2NGdXBFWRvCmcG/MWcITm7bG9UV2m/Lycp7cuZOKP/3TpBNwU3k5lV/9KtuefjqmE9gPYv3GjSzetAnHV7+adFvGejZvZuZ3foc9L78c8bYAC0FRFHbs3cvUjh2c/+IXkUkUgUshOP/FL+J65hl27N0bkzLaO0kK8YabX8Le3c/xrHUx//tUBSap/ZcgJHzJXczLlPPZF/ZGtZJyoeTm5vKZPS/xL6+Ws7c1Pyly4Fafga8fWsTjObU8u+2phAj3baqqqnh6zx4q/8N/wFJfn7B2H4S5uprKr3+d7Tt3UlNbm7B2hRBsefxxqh9/HMfrrxOKsl44Vszt2MHs7/0ez+3bF/cRyJ2YTCZ2vfIKruee49RXvkI4xiIZCWFF4dRXvoLruefY9corcQn6hIzDkVONjY2yubk5omtVVeXIyeN0jg3yRsEIvRZtTowuCRr5iquM5dnFvLRzd8wmGRaKx+PhwNH3uZTj4rtbxpjJ1GYTlNVDmfz+2VLWLl3Olsc2JlS472R0dJSjH3yA6/33mfrFL0CLQ3qFIP/FF7F99rM89eyzLF68OPE+cPOQ4isXL9LW0kLem29ijfCZixbVamX6i18k3NjI7gRF3PciFApx4v33me/sZPsbb1AwPKyJH67KSk699hrW+nqefP75qFJHQogWKeU9VyQlnXjDzZuyt7eXE+fPcCjLzU9znYQSpBVCwp7ZPD43a2fjusdY1dCgmVDdRlVVmi5f4Oq1Dr6/aYLz1Z4IThCNjKyAgX/ZVMTm0Tx2bX+asiSou/Z4PJw4epTxnh5G33iDwMBAwto2lZVR9tprFNbU8PTu3XGbrF0IExMTnDh0CMPFi+S9+SbK3FzC2p5ftw737/4uS1asoHHr1oSkFR+ElJJrXV1cOHuWhrffZtX+/Qk7dT6sKLS+/DLte/fy2Nat1NbXR60dKSfet/F6vXx4+iQ9jlH+n4JRrlv8MfDu/pQFTXzZVUpdlp3dTz6jWQRxPxwOBwdPHeNKnps3N43jtsYx6pQ3dwn83XOl1Fcu4fHGLZo/mHcipeR6Tw/nTp3C9f77uN56CxkMxq9Bo5H8557D9pnP0LhlC8tXrND8pX4noVCIC+fP09PWRt73vkdWczMijgc5qzk5TH/+86gbNvDErl0xW00aK+bm5jh75Aj+a9fY9u1vY4vzC35q8WJO/+EfklFTw9adO8mO8FzKu0lZ8YZfR+Enm84xZgiwP9NBk9UTs0hcSFjrzWTffCHVATMb1q5jVUPk23jGm9tReEdXJ+3lPg7UO+ku8ccsEs8ICrZdz+blLjt2mcmzm59Iimj7fng8Hk4fO8bY2BizJ07gPniQ0MREzOwrdjv5u3aRu2MHhUVFPPHss0kRbd+PiYkJTh85gn9qiqx33sF68iTK/HxMbEsgsGwZnpdewrtmDctqa9mwJble6ndyOwq/eO4c+UND1O/fz+KLFzHEKNUWVhQG1q+n65VXcFdUsH7LlphE23eS0uJ9m3A4zODgIM3tV5lyTXEsa4bjWTOMmoIseG5TQmHIyLb5bJ6bL6DAms3GlWupqqqKe2lTrAgEAvRc76Gl6ypT4qaItyyeZzpr4TemIQyLXGZ2XctnS6+VkrJSNtSvprS0NGlfYnczOztLR2sr3V1dBPr6cBw4gK+jA+nzLdiWMJvJqK/HtncvlpoaltXUsHLNmqg3EkoUUkomJydpu3CBkZERslpayDp4EHNfHyIC4VJzcphfvx7vvn2IwkJWrF9PTW1tQifwo0FVVQYGBuhsamLW7abu8GGWnjxJzvj4gmMeCcyWlHDjiSfo3rWL3Px86jduZPHixTGvJoE0Ee87mZ6e5kpHGzcG+lEDQSYywrQbPVwzeRkyBfAJSdAgkUjM0oA5LCgPmlgWzGClmk2ZT8GoKFRWVLK+YVXEx1QlA1JKxsbGuNDVyuTYOAFDmGF7iKv2WW7Y/UzkhggoYYKKxCAFJlWQGTCweMpMvTOT5VNW7C6BYrXQUF3Litr6mO5RkmhUVaWvr4/WlhamPR6Yn8ff28tcayv+vj5UtxsZCCBDIYTRiDCZUHJzMVdXk71qFRlLl0J2NjmZmax87DGWLFmStJHlo+D1eunu7OR6ayueUAiLy4WpqwtjZyfmgQEMHg8iGESoKtJkQprNhIqK8C9dSnjVKvyLFhG2WCi22WjYsIHy8vKUeaHfC5fLRdflywz19xMMhbCNj2Nvb6ewu5u84WFMgQDKrfSbajIRNJuZrqjAUVeHs6GBqZISTEYjlVVV1K9dG/eqmrQT7zvx+XxMTU0x6XDQPzHK9LSbcEhFhiVICYoBg6KQk5NDVXEZRYWF2O12spJ0gUM0SCnxeDw4nU7GnZMMOEeZn/MQVsMQCoNBIBQDBpOCPd9Glb0Mu92O3W5PaYG6H+FwmOnpaRwOBxMjI4yPjOAPBAhLieRmpskgBGaTieKyMkoqKrDb7eTn58clitKaYDCIy+XC6XQyMTDA1OQkQVVFvdUfCjf7Iyszk+LFiykqLcVms5GTk5PSgn0/vF4vTqcTp8OBs7+fmelpQlKi3tJERQiMQpCbl4e9qgr7Le2Ix9YY9yOtxVtHR0cnXXmQeCfNIh0dHR0dnUdHF28dHR2dFEQXbx0dHZ0URBdvHR0dnRREF28dHR2dFCQu1SZCiEmgP+aGF04h4NDaiSRC749PovfHr9H74pMkS39USSmL7vWLuIh3siCEaL5fmc2nEb0/PoneH79G74tPkgr9oadNdHR0dFIQXbx1dHR0UpB0F+83tXYgydD745Po/fFr9L74JEnfH2md89bR0dFJV9I98tbR0dFJS3Tx1tHR0UlB0la8hRDPCSG6hBA9Qog/0dofLRFC/DchxIQQolVrX7RGCLFICHFMCNEuhGgTQrymtU9aIoTIEEJ8LIS4fKs//kxrn7RGCKEIIS4KId7R2pcHkZbiLYRQgL8GngcagH8hhGjQ1itN+QHwnNZOJAkh4I+klA3AFuAPPuX3hh/YIaVcC6wDnhNCbNHYJ615DejQ2omHkZbiDWwCeqSUN6SUAeAfgH0a+6QZUsoTwJTWfiQDUspRKeWFW3+f5eZDWqGtV9ohb3L7uHnTrT+f2ioGIUQl8CLwPa19eRjpKt4VwOAdPw/xKX5Ade6NEKIaWA+c19YTbbmVJrgETACHpZSf5v74K+CPgbDWjjyMdBVvHZ0HIoTIBn4O/Gsp5YzW/miJlFKVUq4DKoFNQohVWvukBUKIl4AJKWWL1r48Cukq3sPAojt+rrz1bzo6CCFM3BTuH0spf6G1P8mClNINHOPTOz+yHXhZCNHHzVTrDiHE32vr0v1JV/FuAmqFEEuEEGbgnwMHNPZJJwkQN0/S/T7QIaX8r1r7ozVCiCIhRP6tv2cCu4BObb3SBinlv5VSVkopq7mpGR9KKX9TY7fuS1qKt5QyBHwZOMjNCal/lFK2aeuVdgghfgKcBeqFEENCiC9o7ZOGbAde5WZUdenWnxe0dkpDyoBjQogr3Ax6Dkspk7pETucm+vJ4HR0dnRQkLSNvHR0dnXRHF28dHR2dFEQXbx0dHZ0URBdvHR0dnRREF28dHR2dFEQXbx0dHZ0URBdvHR0dnRREF28dHR2dFEQXbx0dHZ0URBdvHR0dnRREF28dHR2dFMQYD6OFhYWyuro6HqZ1dHR0PjW0tLQ4pJRF9/pdXMS7urqa5ubmeJjW0dHR+dQghOi/3+/0tImOjo5OCqKLt46Ojk4Koou3jo6OTgqii7eOjo5OChKXCctE4/P5cDqdOJxORiYn8QeDqKEQEjAqCiaTiVKbjeKiIux2O1lZWVq7HDeklMzNzeF0OplwTDIx4yYYCqGqIYQwYDQqZJgsVBYWY7fbsdlsmM1mrd2OG+FwGLfbjdPpZMQ5wYxvjqCqooZVFIMBk2IkJ8NKue1mf+Tn56MoitZux41gMMjU1NTN52VoiIDPRygYREqJoigYTSay7XaKSkux2+3k5ORw89jP9MTr9eJ0OnFOTjIzOkooEEANhQBQjEaMZjO5ZWXYb2lHZmamxh7/mpQUb1VV6evro+3aNVxTU6ihEOPhMB0eD70+H75wmMCt491MQmARgkqLhZXZ2ZQrCkZFIa+ggOVLlrBs2bKUFy+v10v3tWt0D/fjcU0TIMyQJcRV4yxjxiABIQkKiSEMJr8gy2ugdiqT+pCVQp9AyTRTZC9i5bJaKisrMRhSe0Dmcrlo6+lkYGIUv3sOjxV67X5abXO4S0IEFImqgKKCKSzI8yqsnMhmWUcG2XNgzrNSWVTKqprl2O12rT9OVEgpGRkZoae1Fcf4OPOqSsbUFMbuboxdXRg8HkQwiAiHCZlMBE0mZktKGFq1Cv/ixYQtFvKzsqhYtoza5cuxWq1af6SoCAaD9Pb2MtTejtPtJqSq2MfGsLe3U97Xh9HvRwkGAVBNJkIWC+7qatobGnCWlmJUFOz5+VQ2NLBkyRJMJpNmnyUuZ1g2NjbKeJQKzs7O0trRQVd3N/2BAAenprjh9zNxK8p+VOyKwhKLhR0FBSy3WFiyZAlrV66koKAg5j7HCyklk5OTXGi7ysjIMC1Z85y2zNBnCTCtqI9sxyChLGiixm/hBa+dEmlhzfIGltfVJVWU8TBUVWVgYICmriu4Z6Y5UjvN5XIPA7YAPtOj3x3moGCxy8yq0Sz2XMsnPzObjcvXUl1dnVIRuc/no+faNTouXiTsdJL17rtYrl3DNDyMUB/9/lBzcghUV+PbsoX5zZspLSmhYcMGSktLUyoin56epuvKFW709FB0/TpLDx+msLeX7MlJHvVTSGCuqAjHkiXc2LWLyWXLWFpbS/3q1eTl5cXFbyFEi5Sy8Z6/SwXxdrlcHD97FofDwcnZWQ663YzfGtpES76i8GxuLrvy8ynIy+PJzZspLS2Nie140d/fz6kLTbj987yd5eSkdY55JRwT21V+My/OF7DBk0V5RQWPb9xMdnZ2TGzHA1VVudx2lSudbQzlBdhf7+Di4nnUGAweRBjWDmWyr6uQaqeZFfXL2bB6HUZj8g5YvV4vTadPMzA4SNbly1jfeQfz9euPLFAPIpyRgWfbNuZffhnFZmP9tm0sXbo0qUXc4XBw4fhxXFNT1H74IXVHjpDtcMTE9lxhId07d3Jtxw4KbDYee+opCgsLY2L7Nikr3uFwmIuXL3OptZV/mJzkxNzcr9IhsUYBGq1W/lVxMSuWLWPrpk2aDonuhc/n49iZU1ybGOZ7eeO0ZniRcXpuslQDz83l8ZKngG0bNlFXV5d0D6nT6eTQ6WO0Wt38YMMEI/nBuLVVPGPkNy8WsX4qj93bn6G4uDhubUWClJIbN27w8cmTZB4+TM7bb6PMzsanLcC/fDnTX/oSBTU1PL5zZ9LNI6mqyqWmJnquXuWxH/2IpWfPosQo4PsnbRmN3Ni2jQu/+ZvUrF7Nuo0bYzZKS0nxdrlcHDx2jA6Xi2+PjjK1gKFeNFgNBr5QXExjXh67nn46aaLwvr4+Pjp7mg8z3fxDrpOgIT4vsbupCJh4zV1ObW4ROx9/KimicFVVablyiSvdbfxd4wRnlnqISWj5CDT2Z/Gl8yU0LKlly/qNSRGFe71eTh89irOnh/w33sDS15eQdqWiMPPZz+J5/nk2PfEEy5YtS4oX/OTkJKcPHSLvyhW2fPe7ZM7MJKRdb24u537v95hevZrH9+yJSRSecuJ95epVmi5d4keTkxyPU/TwMNZlZvK7paWsrKtj26ZNmk3ihUIhjpw8zrXxId4oGOW6xZ9wHxQJL88WsHfOxlNbt7N0yZKE+3Cb2dlZ3jl2kFarm+9sHcOdlZiX+p1k+wz89vkS1k/l8eLTuzWdKxkaGuLkkSNkHTpE7k9/iohTdPkgAosX43rtNWy1tTz93HOajVillFxubqbr0iU2ff/7VJ8/n6h3+q99AHq3bKHp85+nft061jY2RvVCSxnxllJy7uOPOd/ZyeuDgwmLtu+H1WDg/6ioYFNVFbueeSbhAh4IBHj78EFO+0b5dsFYwqLt+7E4YObfOSp44rFNNCxfnvD2XS4XB468z49XjXN4+UzCou378fj1bL7QXMpLz8Ymyloo13t6OH/sGPb//J+xXL+e8PbvRCoK7i98AcOOHezZt4+MjIyEth8Ohzl//DjOpiae/fM/J3N6OqHt3403L4+j/+7fYd+0ic1PPhmxdjxIvJOmJkxKyYkzZzjZ3s6/HxjQXLgBPOEwrw8Ncby3l/cOHyYcjs2k4KMQCAR464N3ORgY4q9so5oLN8CAOcB/KBrk2MXzXG69mtC2p6am2H/oPf5mwwiHV2gv3ACnls3xxrZh3j7yPhMTEwltu7uri/NHjlD49a9rLtwAQlXJf/NN5Ntv894vfoHP50tY21JKTh85wsypU+z52tc0F26AzOlpdn/ta0yfPMnpo0eJR5CcNOJ9vrmZj7u7+frgIJ4EiuTDCErJ/zU8zNnBQQ5/9FFcvoS7CYVCvH34Aw6rY/xt/kTcJiUjYdIU4qtFg5y5eoHO7q6EtDkzM8OBI+/znc0jnF3qSUibj8qlRV7+8olR3j12iKmpqYS02dvbS/Px4xR9/euYR0YS0uajIID8H/8Y5Z13OLh/P4FAIO5tSik5f/w4no8/5tnXX8eUwJfGwzD7fOx8/XU8589z/sSJmGtHUoh3R2cn59vb+T+HhvAmQBwXigr83yMjNPX1cbapKa5tSSk5dOIYp/yjfD9/IikizLuZMqr8WeEQJ5rPMzw8HNe2AoEA+w+/xw/Wj9NUPR/XtiLlaoWX/3fzKG8f+QCv1xvXtiYmJjh79CiF//E/Yhofj2tbkZL7k58QPnKEo+++G/dgp/XSJRxNTez4xjcwBuNXbRQpxmCQHd/4Bo6PP6b10qWY2tZcvGdnZznb1MQ3h4aYS6KI+26CUvKfh4dp6+yM6xC5t7eX7skRvl0wllQR992Mm0L8VcEoR04dj2uEdaLpDCcrXByv1Wbi+lFpqp7nYM0UH547GTfBCoVCnDh0iPzvfhfz4GBc2ogFAsj//veZ7eqis6Mjbu24XC7aLlzgmW9+E3MSRdx3Y/b5eOab36TtwgVcLlfM7Goq3lJKDn30Eb+YmmJMg1nyhTIXDvPm+DiHjh0jFAd/vV4vJ86f4Y38EUJJLNy36cj0ccY8zcnzZ+Nif2hoiO6xAf77hsm42I81P13rpGd6lN7e3rjYbzl3DsPFi2S1tMTFfiwRUlLwrW9x4dw5ZuNQMRYOhzl18CAbfvQjrAlKV0WDdWqKx370I04dPBizuTNNxbu9s5NrDgfvud1aurEgmufnuTQ9zfkYL/+XUnL09AkOZrrps8Q/Vxgr/nveJF1D/QwNDcXUbiAQ4OjZE3x72yj+BSxv15KQAm88PsKJpjMxT59MTExwvb2dvDffjKndeGIaHSXnl7/k5OHDMR+NXL14kcz2dmqOH4+p3XhSe/w4GR0dMUufaCbes7OznG9u5o2RkQXtS5IM/M34OO3d3TFNn/T29tLjHONnec6Y2UwEPoPk2/mjHD19IqbpkxNNZzi9aJqOsuQdDt+L3sIAh2rdfHjuZMxs/ipd8uabKHNzMbObCHLefZe57u6Ypk9cLhcdly6x9a//OhmnhO6LALZ9+9u0X7wYk/SJZuLdcvkyH7jdKZEuuZu5cJgfTU5yOkaTl1JKTl9o4rt5oymRLrmbjkwfl41zdHV3x8Te7OwsfYMD/ChF0iV389O1ToYcYzGrPunt7YXu7pRIl9yNkJL873yHy01NMUsXXDl3jtU//3lKpEvuxjo1xeqf/5yr585FbUsT8Q4EAvT29nI4CeoxI+Wcx4PT6WQmBktvR0dHcao+ujRYPRkrDmRPcbGjNSbD49buDk4sm13QboDJREiBg3VuLnW1RW1LSklbUxPWt96KgWfaYB4cRBkeZmBgIGpbXq+XkdFRalMoXXI3tcePMzw6GnVqTRPxvn79Op1+P+4kWIgTKUEp+Wh2ltb29qhttbRd4UCWIynLAh+V62Y/DulnJMq6Y1VV6erp5mB96syD3IsP62bo7+uLOpXkcDjwut1ktLbGyDNtyNq/n7YYjFS7OzqoamrCPJ+cZaOPgnl+nqrmZq51dkZlJ+HiLaWk5epVDjhTK7d7Lw653XT39ERVeeLxeJiYmOCMNbkWnywYAQcyHbS0XYnKTF9fH/22ABO5qZdOu5PpTJX2ch8913uistN+8SLWd99FJOH6h4WQ1dLCtMuFO4rihHA4TPfVqyx/770YeqYN9e+9R/eVK1GlkhIu3uPj47i8XjqTuC7zUZkMhbjh99MXxS5u7V2dnLHO4U+C5e/RctbqYXJykrkoJtWau67wVn1s9lvWmgP1Ti50RZ5K8vl8DA4PY03hFMFthKpiPXKEjiuRv9yHhoawjo9ji0H6RWvs/f1kjY9HVaWVcPEeGh7mRArnuu/mmNtNdxTifW2wn1MZidmyMt4EDJKOTD+jo6ORXR8IMO+a5UplfFcpJoruEj9ev4/5CIf44+PjZA4MoHhSfFR2i8yzZxmO4lkZ6e2l6sMPY+eQxlQdO8ZIFGsCEi7e/aOjXE+DqPs2fX4/jghTQOFwGP/MHAPm1KnrfhitxjlGJiMroZyamsJRIAlrvu43RggYsYdwRnh/OCYnUVI8130nppERvKpKMMJl7M7hYexxWgClBfbeXqai2F4ioY+JlJJZt5u+BGxYkyhGgkFUvz+iiSm3243HfLNWOl3oM/sZdkS254bT6aTTnh5R5m1a7XNMOCMreZzs78ecBDsGxgoRDpPhdEb0MguHw7j9fuxpkDK5ja2/H5ffH3HeO6Hi7fF4CIbDuFK4yuRuwoBTyohqep1OJ72m1C0PvBf95gD+6bmIbsh+5yjd9vRImdzmht1Pv3PhaSQpJVOzs5gTdCpOojB2dUUk3m63m6z5+aTaNTBazD4fWfPzEU/iJlS8nU4nIym4KOdhdM3PR3RDjkyO02pMrRVzD8NnkMybbp7WvVAcTgd99vR6mfXZ/cw63bxXN+IAACAASURBVAuetJyfn4dgECWGGxklA6bOTib6+xd8ndPpxH7jRhw80hZ7b2/EabWEivfc3By9cd4yUwv6vF4mI3jIJmfcjJmSbxvLaBk3hyJavBSe9TOam179MZWlIoPqgstJZ2dnMU9NpXLp/z0xjo0xE0GkOTs9TV5PdGWXyUhuTw+zES70S6h4h0IhPGmUMrlNQEoCEUzChEIhAiJ98t238RNGXeD3fDvNosbm0O3kQYBqFAvuj1AohEijuaHbGAKBBfcFgOr3o6RhfxgDAVR/ZKPNh4q3EGKTEGLjrb83CCH+VyHEC5E0FgqFCCTxnt2REpSSYATpoLCqEkxD8faJhYu3qqpIJd3izJuEFSLqj3QUbxEMokZQ964GgyhJeNhCtCiBAGqE37PxQb8UQnwNeB4wCiEOA5uBY8CfCCHWSym/sZDGhEYnsMcbAZGdEC0EaajdGBAL7g8hBCm3veQjEsl3LISAKE4dT1akEBGlgtK1PxAiYl18oHgD/wxYB1iAMaBSSjkjhPgvwHlgQeJtVBQylXQbF4NJCMwm04KvUxQFUzIflxMhGVKgLPB7VhQFocqbAp5mXWJQwWh82KP2SRRFQZrNcfJIO6TJhBKBWClmM2oEz1iyEzKbUSL8nh/WiyEppSqlnAeuSylnAKSUXm5WyS0Ik8lE7gJv4lQg02AgI4IvwGw0kSnTbzSSJRVMC3zQhBCgCDJScU/cByDCYAjJBYu3yWQinJkZJ6+0Q2ZmLrgvAIyZmQSys+PgkbYErVaMGRkRXfsw5QgIIbJu/X3D7X8UQuQRgXjn5+dTk5X18P+YYtRbrRTb7Qu+rsJexOJg+kVXJX6F/Pz8BV9nys+i0pVe/VE2Y8JgtSx4JJKXl4evoACZZqmCQGUltpKSBV+Xn5+Pa/nyOHikLa4VKygoKIjo2oeJ95O3om6klHeKtQn4XxbamM1mozDCnFcysywjA3sE4l1cWMTqUE4cPNKO/JCCGQNWq3XB15bZS6h2ppd4VzvNEd0bFouFDEUhWFYWB6+0Q121iqKKigVfZ7fbcVZWxsEjbXFWVER0f8BDxFtKec8aFimlQ0p5daGNWSwWFJOJsjTKXZmFIBsiijTtdjuV/vRKI1UHzGQX5EU0gVtpL2GlM72GxnXOLKrspRFda7PbCVRXx9YhjQksXRqRWGVnZxM2m5nPy4uDV9own59P2GyOKNABDTamstvtVKfRRMxisxmz1brgYTHcvCHNGMhLo+LmpYEMFhdFFi3a7XaWOSPL/yUrK5xWCu2FEV1bXFVFsK4uxh5pR9hsJpCdHVGgI4TAZrXiTKOXmbO6Glt2dmSVamgg3lVlZaxIo7z3MouF8uLiiK4VQpBdkMcyvyXGXmnHGjWbkqKiiK7Nz88new4yA+mRWDOqUDglIh4WFxYWElq5MsZeaUdgyRJyLAvP/9/GXlWFo7Y2xl5px2RtLfbFiyO+PvHiXVXFluxsTGkyEfOczcbympqIr1+9tI493sgmLJKN/JDCYp+J8vLyiK5XFIXiijK23UiP1Eljv5X8IhvmCEeaxcXFhAoL0ybvPb9rF8uieBlVL1vG9R07CKeBdoSF4MaOHVQvWxaxjYSLd25uLna7nY1pEH3XWizYMzIoLY0spwmwdOlSan0WbKHUT53s9OSxdMmSBZcJ3smG5at5ucueFgt29nUV0rh8TcTXK4pC3YoVeJ57LoZeaYNqteJdv57a+vqIbdjtdjLz8xleE3mfJgvDa9eSmZ8f8agMNDqAeMPq1ewrjCwPmEzstdt5bNWqiHNWcLOed9nSpez0pPZEjCJhlyePNSuiG+aXlJRgk5nUjad2KmnRlImyOTOVUVZI1K9ciWf7dsIpPk/keeopKisqyIiwpvk29Rs30rVvX4y80o6ufftYvnFjVDY0Ee/KykpKLBaqUviGzDUYWJWRQe3/z959R8eV3Qee/95KyEChqgAQgQRAggAJAoxgBJs5dbfI7pWP1i1b8lgrzRmPQrfPaNc7cpBHsuw53nM8Y7WCZxwkrW2ttPJa6maL7GYOTTABYEQmiBwKoYBCKlR6dfcPkBKbZkKlV4V+n3N4RDZU9956eO/3fvf37nsvDDW41StXsXcmA30cZ5vrXMlkpmcEvWb1ISEE68seZN9x7JVWC5WlK9GF+EiI1NRUsrOymNm6NUwjiz4pBK5XXqF8/fqQ2yoqKmK0uJjJIK+rxILJrCxGi4ooCvHiqyrBW6fTsbq8nN8IYcqgtlcyM1myZEnQ9cxHmc1mLGYz26fjs9YrJHxqxkbVqvBMZ0uWLaN8IJHsyfhcRml26dnUlcLK0vDcVFK+YQOuT34SGaePlnBt2ECixYItDLNtg8FASWkpja+/HoaRqaPx9dcpKS0N+sLtQ6rdm11RXs7a9HTWxuEtwEtMJg6YzWwNcdrzqN2bq/nMZBbmOKx9H5zOYGmyJeRM4iGTyUTV6nW8WZMbfw/ukvClK4uoXFlOUpj27by8PDKLipj85CfD0l40KSkpTHzhC2zZvTuk8uKjKjdsoLe6GnscLqO0l5XRW11N5YYNz/8/P4dqwdtoNLJ/1y5+b9EikuPoaYN64K3cXF7asoXkMF50tVqtrFm5ii86F8XVxbocn4FPTVo5sCN8ByfAqpXllGLlYHN8XQvYfj+FVTNm1leuDVubQgiq9+5l5uWX8YawtEwNE1/4AsUrV4Z0Uf9xCQkJbNm9m8tvvokvjkqvPpOJy1/5Clt27yYhIfRrOqpGzUWLFrFy2TK+EOQ6aTV80mKhJCeHZSEs8Xma9WvWUqE3Uz0T3B1X0SYkvDmey8a160hPTw9r2zqdjoPVu/nUHWvclE/MM3r+XX02B7fvCXlK/LiUlBQ2bt/O+FtvxU35xLV2LcqGDVRFoF6/ZMkSskpKuPnbvx32tiPlxmc+Q9by5SwJ0wlY9ZR366ZNVGVksC4OyieFJhMvZ2ayb+fOsGaZD+n1eg7s2M3vTmSTGQflk0NTGZQmW6koj8yNJOnp6WxcvY63anLRxfg7PMSDcsmaslVYLJaI9FFSUkJmSQmTv/EbEWk/nJTUVJy/93u8tH9/SEtHn2XTrl107dyJPQ4eWGVfsYLuHTvYtHNn2NpUPXgbjUYO7tnDl3JzWRrDU6Asg4Gv5eeze/v2sJZLHme1WqlavZavjxaQoqj+63mqKlcy/+tMVtjLJY9btaKcCmMuX7q8KHbr3xI+dz2Ltb7ssJZLHieEYPu+fbhffZXpHTsi1k+oAomJOP7kTyhdsyas5ZLHJSQkUL1vHxf+039iPIiHXUXLeEEBF776Var37QtLueShmIgO2dnZHNy9m6/l57M4Bh9alanX818KCtixaVPYLso9y5qKSjYvW8nXHQUkBWLvbrJVs4l80ZnL4QOHwl4ueZxOp+OVXfvZMZXL565nxd71AAm/edPC/uEcjuw9FPZyyeOSk5M59NprTH3uc8xUVUW0r2AETCYcX/sa+Rs3smHz5oj3l5+fz8a9ezn9J3/CZBCPmo20yZwcTv3xH7Npzx7yw3yCiYngDXNrv/e+9BJfLyhgWRjPTqHKMRj41pIlVK9fz8ooTc+EEGyp2sSWxaV8c2QJaTGUga93JfPV8Xxe2bs/pLvD5sNgMHBk7yEOjubxH6/kIGKlhCLhd+psvNaXy2v7XgnLstEXkZGRwYHDh5n80peYrq6OSp8vIpCUxOjXv0721q1sjVBp8UmWLl3K2l27+OCb32Qshh4bO1ZQwAff/Cbrdu2ieOnSsLcfU1eCiouLOWQ0ojt3jr+x26lzuVQdT2lCAl/Ny2PH5s2sCOG23mAIIXhpyzYSTAl8657g/7L0029S7wWsQsK+qXR+ayabwwcPRS1wP2QymfhfDryK8dwJ0i7o+e42O64E9aJ4ok/w76/m8NJUDkcOvhzW6fCLsFqtvPz665zQ6VBsNtKPHkUE8WLfcPFlZzP2B3/Ako0b2fLSS1EL3A8tLyvDYDRySqdj+9tvk3933k+sDqu+ykpq3nyTzXv3UlRcHJE+hIzAL7yqqkrW1dUF/fmRkRFOnD3LrYkJ/ufQENNRfuO8SQg+Y7Oxw2xm744dId/iHKq2tjZq6q5zNHWMo2njRLuSYvMZ+IozlxUJFg7t2hPxUsmzKIpCTd1Vmrvv8z+22rm1eDbqY1g5mMhXanIpzS1kx6ZtEbsg9yKmp6e5ePIk0/fukfntb2McHIxq/1IIpg8eZPJTn2Ltpk2Ur1oV9cD9KLvdzqWTJ8m9do2NP/whptno7h/e5GRqf/d3Gdy8me0HDoRc8xdC1Espn1gfi8ngDeD3+7lWV0dTWxt/OzQUtSy8NCGBN3NzWb54MTurq6OeUT3N9PQ0py9doH1yhL82D0QlCxcS9k6n8enJLDasXkPlqoqQb/cOF7vdzqma89RlT/D3m4ajkoUn+gS/U5fFtr4M9m5V/6T+kJSSlqYmbly7RtovfkHasWNRycJ92dmMv/UWyaWl7DhwQNWT+qN8Ph91ly7R39rK1u9/P2pZeF9lJVe++EUKVqygqro6LCf1uAzeDw0PD3Py3DkaJif5ucPBPc8TX+4TssVGI4ctFjalp7N7+/awrcUMJyklbW1tXK6v5VzyBB+kOBkx+sPej5CwejaJT81ksTwhkwM7dgX1AP1I8/l8XLlxnZbu+/xrpYMPl00xawr//pzgE2zrSOFTd7MozS3kpY1bo1bfno+pqSk+PHWK6fv3Sf3pT0m6dQsRgVmr32Jhev9+Zg4cYO3GjZSH+HC2SBkYGODy6dNk37pF+TvvYOvsjEg/o8XFNL3+OsNr11K9fz+5YXyEb1wHb5jLwltaW7nZ0MCY2827DgdXpqdxhzh2A1CVksJrNhu5JhMVK1dSUV4eM9n208zMzHC7sYG29nt0mjy8m+zgTtIsMsTjJ03RsWsmjZdnLJiTUqhatZply5bFTLb9NCMjI9Q23cY+MEBtoYvjK8bpsXhDbjfPaeTlVjNbO1LJzslhY3lkl76Fg5SSzs5OGmtrmXI6STlxgpSzZzFMTITWrhC4y8txHTmCe/lyli5bRsW6daSlxfY7WH0+Hy1NTbTdvk3CyAhl77xD8fXrGLyh7R9+k4nOzZtpfe01PFlZlK5Zw4ry8rCX0OI+eD8kpcRut1N35w7DQ0PcdbtpmJ6my+ulx+vF95zvogfyTSaKTSZWpKSwITkZi8VCVWUlixcvjvkg9Ti/309XVxe1jXdwuqapTZym1eiiy+Rl0Oh7bjBPDAgKvSaKvAms8aexwmWiYMli1pVXhuUhQtE2OztLc1srd9uaGE7xcj13kg6rhy6rh7Fkhee9+drs0lPkMLHUkUiVPZ3cSSPly8tYVboy6PcMqmlsbIzm27fp6uoisb0dw61bmDo7SejuRvecMqQUAn9ODt6iInylpbg3bSLBbKa8qoqlS5eqWucPRiAQYGBggJa6OkZHR1l86xa2piasXV1k9vai9z97BqsYDIwvXoyjqIjR8nJ6164ly2ajrKqKvLy8iMWOBRO8HzUzM0NfXx99djuDIyP4XC6mgB6PB5eiMBsIIKUkUa8nWa+nwGQiUwgMiYlk2WwU5uaSl5dHxgJ5oanD4WBgYIDuETsOhwPF42U0QdJv8OBGwS0C6BEkSj1pUs8Sr4lkHyRmpJJnyyE/O4eCgoKQn7ccCx4eqPaRIbodg0w5nPgJMGBVGEny4tYH8OgDmAI6khQdllkj+Q4DpoCOVGsGS6y5LLJlk5+fH/F129Hg9Xrp7e1lZGCAkf5+JmZnMczOYurrQ0xMINxu8PmQSUmQmIiSm4s7OxuTXo8lM5PswkIW5eaSlZUVk+WR+ZqamqK/vx9HTw+O4WEmfT4yJiYw9/RgmJ1F/+Aip5KUhD8pCeeSJUxkZJBuNGLNzsa6ZAn5+flRmXUsyOD9OEVRGB8fZ2JiAp/Ph6IowNwt53q9noyMuWdNx1vGECyv14vD4WB6ehpFUfD7/eh0OvR6PUajkczMTDIyMuJuthEMKSUulwuHw4Hb7UZRFBRF+dW+kZCQgNVqJSUlZUEEp+cJBAJMTk4yNjb2q2MlEAhgMBjQ6/WkpKRgsVgWxIn8Rfj9/l/FDr/f/5HYYTAYfhU7DIbor6z+WARvjUajWWieFbwXftql0Wg0C5AWvDUajSYOacFbo9Fo4pAWvDUajSYOacFbo9Fo4lBEVpsIIUaA7rA3PH82YFTtQcQQbXt8lLY9fk3bFh8VK9ujUEqZ9aQfRCR4xwohRN3Tltl8HGnb46O07fFr2rb4qHjYHlrZRKPRaOKQFrw1Go0mDi304P23ag8gxmjb46O07fFr2rb4qJjfHgu65q3RaDQL1ULPvDUajWZB0oK3RqPRxKEFG7yFEIeEEK1CiHYhxH9WezxqEkL8QAgxLIRoUHssahNCLBZCnBNCNAkhGoUQb6k9JjUJIRKFENeFELcfbI9vqD0mtQkh9EKIm0KIX6o9lmdZkMFbCKEHvge8DJQDnxZClKs7KlX9CDik9iBihB/4qpSyHNgCfOljvm94gD1SyjXAWuCQEGKLymNS21tAs9qDeJ4FGbyBTUC7lLJDSukFfgq8pvKYVCOlvAiMqT2OWCClHJRS3njw9ynmDtJ8dUelHjln+sE/jQ/+fGxXMQghCoBXgb9XeyzPs1CDdz7Q+8i/+/gYH6CaJxNCFAHrgGvqjkRdD8oEt4Bh4JSU8uO8Pf4a+AMgoPZAnmehBm+N5pmEEKnAvwK/L6WcVHs8apJSKlLKtUABsEkIUaH2mNQghPgEMCylrFd7LC9ioQbvfmDxI/8uePDfNBqEEEbmAvePpZQ/V3s8sUJK6QTO8fG9PlINHBFCdDFXat0jhPhndYf0dAs1eNcCy4UQxUIIE/AGcFTlMWligJh7w/A/AM1Syv+m9njUJoTIEkKYH/w9CdgPtKg7KnVIKb8mpSyQUhYxFzPOSik/o/KwnmpBBm8ppR/4MnCCuQtSP5NSNqo7KvUIIX4CXAHKhBB9QojPqz0mFVUDn2Uuq7r14M8rag9KRbnAOSHEHeaSnlNSypheIqeZo90er9FoNHFoQWbeGo1Gs9BpwVuj0WjikBa8NRqNJg5pwVuj0WjikBa8NRqNJg5pwVuj0WjikBa8NRqNJg5pwVuj0WjikBa8NRqNJg5pwVuj0WjikBa8NRqNJg4ZItGozWaTRUVFkWhao9FoPjbq6+tHpZRZT/pZRIJ3UVERdXV1kWhao9FoPjaEEN1P+5lWNtFoNJo4pAVvjUajiUNa8NZoNJo4FJGat1qklMzOzuL3+1EUBSkler0eg8FAUlISOt3H61ylKAqzs7MoioKiKAgh0Ov1GI1GEhMTmXsj2MeHz+fD7XajKAqBQACdToderychIQGTyaT28KLO7Xbj9Xo/cqzo9XqSkpLQ6/VqDy+qpJS4XC4URcHv9wNgMBjQ6/UkJyfH5LESt8FbSsnU1BQOhwP70Ai9/YO4pifxBSR+BfyBuf+fXgcGHRj1kJicRkFuDrmLsrFarWRkZCyYgB4IBBgfH8fhcNBntzM4PIzX5cILKICfuWmWHjABep2ONLOZwtxcsmw2bDYbKSkpan6FsPL5fDgcDhwOB93Dg4w6RlFmvXgMoOhAEaCXoA+AyQ/6RBNWi4XC7FxsNhtWq3VBBXSXy4XD4WDYMUK3w86kYxxFUfCaQNFDQAcGBfQKmNxgzEhikTWbAksOVqsVi8WyYAK6lJLJycm5/WNwEEdfH2Ozsxh8Pgw+H3pFAUDR6/EbjfiNRixJSVgLCrDm5mK1WklPT1c9oMdd8PZ6vdy/f5/6W3eZmXXTO+bjbt8UnaNeukY9THkCT/xcsknHEouJYlsXFQVpFFlNpCYaWVO5irKyUhITE6P8TcJjenqaxuZmmtvamFIU7rvdNE5P0+X10uP14n3Ka+4y9XqKTCaWdXSwKjWVAoOBtPR0Nq5eTWFhYVweqFJKRkdHudF0l4HePkYTJK2GGVqNs3Slexiw+gg84XgTEhb5jRTP9lHa3s7K1hRsbsGivFzWl1eSk5Oj+oEajEAgQE9PD3Wtd5gYdzJgVWi0TtNe4qZrswdHigJP+FpGv2DxuJEiRy/ljhRK2pLIcOlYvqyEyrJy0tPTo/9lwsDj8dB+7x5tN2+izMxg6+rC2tjI6s5OLF1dJM7MPPFz7pQUxoqKcBQX01NRwY3CQvQpKZStW8ey5ctJSEiI8jeZE5F3WFZVVclwLxUcHx/n9t1GOjs7abF7OHrLQYvdHVKbxVYTr66xsG5xEvn5BaxbU0FWVlbMH6hSSgYGBqi/c4eRkREuTU3xgdOJ/cF0Lxg6YG1yMq9ZrSwxmVhRWkpFeTmpqanhG3iE+Hw+Ojs7qWu8w7jHxfHkMS6kTDGjf/KJ/EUkBQTV02kcmbWQaUhiQ3kly5Yti4tsfGZmhuZ7rTS0NTOQ7uWdFaPcWOxCCeF8bJsycKAtg93t6VgsVqrKKikoKIiLmavD4aDl5k16enspuHuXsvfeI6u9/UnnrRcigZGSEloOH6a/spLCJUsoW7sWq9UazmEDIISol1JWPfFnsR68vV4vFy9dpqOrh5ONTs60TOJ0KWFp+6EUk46XlqdyeK2Vgtws9u7aEbMlBKfTycnz5+mfmOCd0VGuzsw8NbsOVo7BwCGzmZfS0ihfsYJNGzbEbCbe09PDucuXaDO6OJrsoDHRjQznuVfCCk8ih10Wyj1JvLRpK0uXLo3JE3wgEODm3dvcbm7gStE0x8vGGcj0hbUPoyKo6krm9RYbi5VUDlTvjkjQCge3283Vc+cY7e6m7PhxSs6fJ2lqKqx9zKal0b5rF62vvIKtsJAtu3eHdRYft8G7r6+PM+cvUnNvgn+6PILbH9k33et18Mn1Fl6uyOSl6i0sW7YsZg7SQCDAnYYG6m/f5v8ZGeFsmHfCJ0nX6fi9RYtYbTZzcPdubDZbxPt8UR6Ph/NXami39/K2eZC2RE/E+yzymHjLmUeJdRF7q3eQlJQU8T5f1Pj4OCcunaM5cZzvbhtkLCW8Cc6/IWFbRwqfq8tmTdkq1leujakTfFdXF9fOn2fZ2bOs/elPMfjCexJ7nN9o5NYbb9CxZw+bdu0iXHeYx13wfphtt3X08N0zgzSHWB6ZryUWE2/ty6VkSQ77du8kOTk5qv0/bmJighPnztEyNsZ3BgcZDaE8EozNKSl8PjubyhUr2BgDWfhctv0hFxIn+HH6KF5dZE/qjzJI+NSklQMuMzs2b6O4uFjVE/zDbPtWcwP/tGGECyVTT6xjR4rZpeeLVxZRMWPm4PY9WCyW6HX+BG63m2vnzjHW3k71t79N9v37Ue1/eNkyat56C0tJCZvDkIXHVfCenp7mnfeO82GLg3+MQrb9NA+z8FdXWzj86suq7ZT9/f2cOHv2V9m2OltjLgv/Ym4uG7KyOPLyy6rUfqWU1N26SW1LA9/OHIhKtv00xR4Tvz+ex/riUqo3bVElgPt8Po6dP8UtOch3qqOQbT+NhOqOFD5Xl8PeLS9RVFikyjAmJiY49e67FJ4+zbooZNtP4zcaufnGG3Tv28f+114jIyMj6LaeFbxjarXJxMQE7753nJ9eG+L9hglVx6IE4F/qxugadROQx3n10AGys7OjOoauri5Of/ghf9nfT7tHvUAFMBkI8Jf9/fyu14v/vfd47ZVXolo2kFJy6dpVrne38s3sXiZDuBgZDp0JXr6W1cMfdwdwe7zs2f5SVC/eeb1e3j39PhfS7fzNNjsBNa8bCqhZNkOvuQ/lzEV2+XyUliyP6hDGxsY4ffQo6370I5ZfuBDVvh9n8PnY+E//hLmnhxOBAPuOHIlI8hczwXtqaop33jvGDz+0c6Et8vXcF1Xb5WL2RD/Ikxx+9VDU6r49PT2cuniRb/X30+P1RqXP55HAD0dGcCkK8tgxPnn4cFSWSUkpqbl+lcs9LXzT1odL5cD9kEsf4L/YevnDoQCiBvZs3xGVDNzn8/Hu6eN8YB3gh5tGwnuBNgQ9Vi9/erCXPz0JOqGjZNmyqPQ7Pj7OqaNH2fz971NUWxuVPl/E8gsXMLpcnAIOvv46ZrM5rO3HxDqf2dlZ3nnvOD++MhRTgfuhhgE3b58Z4JfHT+B0OiPe3+DgIKcuXOAvYihwP+r/HRvjxNAQR99/H18Upqb1t29R29XKN62xE7gf8uok/9XaT+1gBzXXr0a8P0VROHbuJOcz7PwghgL3Q/YMP3+2v49zdTX09PREvL+pqSlOHz3Kxr/7u5gK3A8V1dZS9Xd/x6l332UqzIsMVA/eUko+OHWWX94c5lTTpNrDeapbvbP8sMbOsQ9OoSiRqy263W5OnD3LXw0M0BWDgfuh/3t0lJqhIS5djWzAGhgYoK75Lt+IoYz7cR6d5M+sfdzsbKO7+6lP8AyL67fqqdUP8jdbh6J6YXI+Bsw+/uvefs5cvsj09HTE+gkEAlw8fpzyn/2MpZcvR6yfUC27fJnyn/2Mi++/TyAQvn1Y9eDd2tpGe+8w/1/9mNpDea6LbdPc7XZSW1cfsT7OXbrEWaeTZnd0V9gE42+Hhmjt7GRgYCAi7Xu9Xk5fusD3zINM6FW6GPeCXPoAb5sHOXf5Eu4I/e5GRkZoaG/hu9sGkaofuc/WafPyXvkYpy5fIBKLIgCa7tzB0NpK+fvvR6T9cCp//30MLS003bkTtjZV3QWmp6e5cu063z49SECtZRTz9Dfn7dxtamF0dDTsbXd1dXGvv5+fOhxhbzsSZqXk+3Y7py9ciEj5pOb6Na4ZJ2hIiv0TGUB7ooezSU7OXb4U9rYVReFkzTn+YdMwk0mxOQN53LsV47R7R2i91xb2tp1OJw319VR/5zuICJ0cwklIybbvfIeG+vqwlV5VC95SSk6dvcDRW+P0O9VZ0hOMSXeAH1wa5sTpc2Etn7jdbs7X1PD24CC+ONgZH7o7O8u1fAKcvQAAIABJREFUiYmwl08GBgZo7e3khxnDYW030n6a7uDecD9dXV1hbff6rXruZExwrejJz9+IRQEdvF09wJUb18NaPgkEAtScOMHan/yE1AgkUZGSNjrK2p/+lJqTJ8NSPlEteHd2dnK/b4Sjt8fVGkLQrnbMcLfbye07d8PW5qWrVznrdHJf5SWBwfjh8DBtnZ2MjIyEpb1AIMCZSxf5nnmQ2SjegBMOPp3k7cxBLlyp+dWjRUPldDppbG/hf2yxx2yd+2n6Mn28t3Kc87U1YWuzraUFQ2srZWfPhq3NaCk7cwZDSwttra0ht6Va8L5ef4sfXx2Om3LJ4358dYS7DY1hOYO63W56enr4+Vjs1/2fZFZK3nE4qA9TPa+vr48B4Y6bcsnj7id4uG90hy37vt3SwImyibgplzzuWLmToaGhsGTfUkqa6+tZ++Mfx0W55HFCStb8+Mc019WFfC1AleDtcDhwTk5zu29Wje7Dos/pY8Dppbe3N+S2WtvauDk7y0wYr0RH28XpaQb6+5mdDf13Wtt4h3eT4mc6/CRHkx3UNoZ+MvP5fHR0dnJmubo3rYXCa5RcWjpFQ1tzyG3Z7XZ0Y2Nkt4W/jh4tOW1t6MbGsNvtIbWjSvC+daeBDxrGicMT50e8e9NB7Y3QDtBAIMDtxkaOxWnW/ZArEOCGy0VriAfVxMQEY+Nj1KbET233Se4kzeJ0TYd8Yfv+/fu0LvIwrtat72HyQZmTlnutIV8naqmvp+zo0XirHn2EAMqOHqW1PrRVa1EP3h6PZ+7BQi2xu6b7RdV1zzA+Ph7S1eOBgQGGPR46Y3hN94v65fg4t5uaQiol3W1p4lzyJP54PjoBKeD9lDFuNjUE34aU1Lfe5eiK+Fh99Cz2DD89md6Q1sHPzMxgHxpiWQyv6X5RSy9fZnB4mJmnvADiRUQ9eHd3d9NsdzPpjt8SwUNKAM62TtDadi/oNm43N/PLOFka+DzdXi8Or5ehoaGgPi+lpP3+fU6lxG+J4FHnU6bo6+kJOtscGxtjQpmleVF81v4f916pg5v3m4L+fGdHB0W1tRjj4B6I5zG53RRdv05nR0fQbUQ9ePf0D3KjK/ZugQ9WY/8s3X2DQX9+dGSElgWwMz50e3qa4SBXnUxNTeERAUaN0X3kbaRM6QNMGeeevRGMkZERmnNm426FydO05riZGh0P+kLdSGcnObdvh3lU6sm5c4fRzs6gPx/14G0fGqZzNP6Wwz1Nl8ODa2oiqB3S7Xaj+P0MR/n53JHUNjtL92BwJzOHw0FPQvys+X8R7aZZHEHOrPrGhmiyxnft/1FTSQE8Rhn0Mz4c4+NYQwh2scba2YkjyBM7RDl4K4qCzzNL7/jCOUCn3AE8SnA7pMPhYCgQUO0Z3ZHQ5fEwHuTFV/vIMA36hTMrA2gyzNA7HNyqArtjmC7rwkl0AHotPsaC2D/cbjdeRSF9OL5u2nqW9KEhPIoS9OMUohq8x8bGmPSAT1lI4Qp6x31BZVejDgdNEXxwjxqG/H4Uny+oHbJ3xE6nKf4v3D6qy+TFPjr/MpKiKPgmZukN8zso1dZgncY+Ov8A7HA4sAwPx+Xa7qcRUmIZHg56ZhbV4D0+Pk7H8MKp7z7U0DvN8Mj8l4T12O20L6B6Nzx4s3YgEFSd1+WcpMu0sDLNHqMX37Rr3itwnE4nU+ngMyycYAXQafXQOzb/C9pjY2NYm0NfJx5rLM3NQc1EIMrB2+PxMDq1sDIrgEm3wvTM/G9OmXW7mYrg42XVMqkoeOZ5m7+UEvwBpnXxvwrpUT6dRArmfau8x+NhOmFhbQuAqUQFr3f+J2ivy0XiAlmV9ajEsTG8Qd7YNu/gLYT4x6B6Ym4HdnkXXrDy+gN4g3iqnqIoeBfQNPAhdyAw7+VxgUAAKYi5lwuEg6Jj3ttDURS8hoUXvL16iaLM/3spHg96ld5JGUl6rxclyOcZPfM1aEKIo4//J2C3EMIMIKU8Mp/OFCWAEq8PM3kGJUBQO2QgEGDhHZ7gk3LeZQJFUZAqvoU9kqSYf/AOBAIoC3BzKDqJDOImLkVR0C3AWapeUQgEudrsee+wLACagL9nrpwpgCrgr4LqzKDHZFh4e6RBLzAY9PP+nE6nY/6fin0JOt28X8ar1+vRLcBZCIAuMPf95vUZnQ5DYAEeK4oI6kXNeoMBxRAzr9wNG8VoRGc0BvXZ523FKqAe+CNgQkp5HpiVUl6QUs77Fc0Gg4FE48ILV0a9wBTEL8Cg12NcgNlmghAY5nmg6XQ6kCAWYPzWyfkHb4PBgGkBpt5GRaCb57YA0CckoAQZ5GKZYjRiCPIl3s88wqSUAeC/CyH+5cH/Dj3vM8+SlJREXmZisB+PWdnpRszpqfP+XFpKCtYFmE1YDAaSkpLm9RkhBJgMWBQ9DsPCmR4nB3QImPfJLCkpiYyZGH/XWRCsLgPJ89w3AJJSU5nIy4vAiNQ1k5dHRkpKUJ99ob1DStknpfwU8D7wz0H1BFgsFoqspmA/HrNW5aeSlWWb9+eW5OZSlpwcgRGpRw9kCkFmZua8P5tuMVPkDS4LiVWFHhNJGWnzLhWkp6eTNAtJ3oWVfS9zJFJozZ3356xWK46ysgiMSF2O0lJstvnHDpjnahMp5TEp5R8G1ROQkZFBshGSTQsro8hN12O1Wuf9OavVuuCCd77JhCExEWMQU9zC7FyWeRfWzKzIa6Iga9G8P6fT6UjMTKPQsbBOZqscqWRZ5x+sLBYLzsxMlCBKLrFK0etxZmYGlehAlNd563Q6EpLTKLQsnOzblmrAYNCTHEQQtlgsWIRYUBcti00msoLMJLKsNiqU+ZefYlmlkkZuVnZQny2w5lDsWDjHChJyHcElOkajkVS9Hmd+fgQGpg5nQQGpBkNQiQ6o8GCqgtwcimwLZ4cssprIyAjuzGk0GtEnJJBvWjjbY0VKCoW5858WA9hsNnLdehbSw14KvaagghVAni2HCkdamEekHtuMAYMuuEQHwJqVhaOoKLyDUpGjqAhrVlbQn4968F5ckMfWEnO0u42YquI0lhYVBP35gtxc1gRxAScWCWB1cjLZ2cFlmsnJyZiMRgq9C+Nklu0zkBzQkZ6eHtTns7KyWG43oV8g128r+xPJyg4+WGUvXcrA5s1hHJG6BjZvJmfp0qA/H/3gvXgxizONLEqP/1UWSUbBxsJkSpcvD7qN1eXlvGyxLIhHNlckJWFOScFisQTdxuqycl51BTeTiTUHZ8yULS8Nal0zzF20zDSbqeoJbjVCTJFwpNXGutKKoJsoLi5mcOVKXOb4T/5cZjODK1ZQFMJMIurBW6/Xs6KslEMV8f8L2L48jUW5efNeFvcom82GOTWVygWQfR+xWqmqrJxb9hekstJSNriSSVbi+6K2MSDYMZNGxYqVIbVTVbaa11qCK7vEkpKRBKxKIrlBltQATCYTRUVF3NuzJ4wjU0fb3r0UFRdjCqFkqsoRUrGqnO0laXF/t+XhNRbWrwk+k3ioqrKS14Ksi8YKm8HAMpOJ4uLikNpJSkoiLy+fl2bi+8LlZlcKNpuNtLTQatZLliwhbyqBgvH4vkHlcIuFdaWrQjqxA5StWUPbgQME4njVSUCvp23/fspWrw6pHVWCd2pqKrasLLYUx+90cOWiRDLTksjJyQm5reLiYooTEsiK4xt29mdkULJsWdBXzh+1flUlh13W+L3bUsJrLitVq0I7OGFuhdaq0hW80hK/paS0WR2V/UksLwm+vPiQxWIh1Wymd926MIxMHb3r1pGWmRlSeRFUCt4Am6vW8enNWSQZ4y/71gv43Es5bNm4PuRMAubuvlu1ciWfC/JCn9psBgN7MzJYUxH6LATmLtRlpaSzezo+V1psdqWQZ0ghL0x3BJaXrmBLdxr5cZp9f/ZGFkuXLiUhyNvAH7dq61Zu/M7v4I/D2+X9RiM3fud3WLVlS8htqRa8Fy1aRFlJMZ/bHn8B68jaTJYXZLFs2bKwtblh7VpWm81sDvJWWbUI4M3cXKrWrAl6VcW/aVMIDry0i9+azMLmj6/ZSLqi4/MT2RzYsTvoC5WPS05OZtv6jbxVk0e8Pe68si+JzfYMtq3fFLY2lyxZgqWkhFtvvBG2NqPl5htvYCkpYcmSJSG3pepVoeqtm9m8NIOKvPi5qy7fbOTwGgv79uwMS9b9kF6v58CuXXw+O5v0MB300bA3PZ0yi4XKMGXdD5nNZjasXsNXxnPjp3wi4T86F1FZujLoW56fpnR5KSWmLI40xE/5JMkr+OKVRezftiss5bRHbd69m449exgOYwIVacMlJXTu2cPm3bvD0p6qUcJkMrFvz06+tCc3LsonegG/vz+PbVs2kZoa/gtqWVlZVKxYwe8tmv/t1GqwGQx82mbjwK5dYcsyH7V6VQVlCZnsiZPyyRZXCpXCzMZ168PethCC/dt2cqQpM27KJ5+rzaasoDikFSZPk5iYyKZdu6h58824KJ/4jUZq3nyTzbt3k5gYnmRV9RQvLy+PspJivrQnl1h/OupvbbFRUpBFaWnoF16eZtOGDawxm9kXphJEpJiE4D/l5bF+zRrMEVp3q9PpOLhjN781lUWhJ7Zv3Mn1Gfn8RDYHd+ye9+NfX1Rqaipb12/iqx/mkexV/dB9pq0dKWwezGB7Vei13acpKirCsnw517/whZi+KVcC177wBSwlJRQWFoat3ZjYA3Zs38bWlbn8hx2hr9yIlNfXZXJoTTaHDuwNa7nkcXq9nk8cPMhncnLYEqP1bz3wf+bnU1VUxJrKyoj2ZTab2Vu9gz9y5JPri80My+Y38PXRAnZu2hb2csnjypaXsiGnlD86k4/JH5vZzpreJP597SIO7z0U9nLJ47bt28fYrl3Uf+YzMRnAJVD/2c/i3LWLbfv2hbXtmAjeer2ew68cZHdFDp9/KSvm7jb8xGozn6zK5vXDr4ZtyvMs6enpHHn5Zf5Dbi6bY+ypg0Yh+D/y8thcUMDeneGt+z9NYWEhuzZt4+sjBTEXwG1+A386UkD16g0sLymJeH9CCF7atJWNacX84Zl8EnyxdbSs7kvizcu5fGLPwaCfljcfRqORfUeO0P/yy9z8zd+MqQAugZuf/jT9hw6x77XXwn4ii5lL+UajkdePvIpO/wEpJj3fO2tHiYHfxKc3WXl13VzgDvaBOsHIzMzkyMsvIz74gGS7nXNTU1Hr+2kSheA/5+ezubCQ/bvDt5riRTwMjPrrl/lzaz/dCd6o9f00uT4jXx8p4KV1VaxaWR61foUQ7N22E91VHd84qePP9vUxEwNvmt/cmcx/uD4XuLNCeODSfCUmJnLwk5/klE6HNzWVzT/4AULlV+pJIbj2+c8zsncvB19/PWzLJB8lZAS+ZFVVlayrqwvqs36/n+MnTtHcaefbpwcZnFDnjdHmJD1f3LOI1UVWXvvEy1HJuJ9kcnKSd48f56rTyQ+Hh5lVaacsSUjgzdxcKpYuZWd1dVQD96N6eno4/eEF/iXdwYnUCXXeNi9h53Qan53MYufmrZREIeN+4jCk5MqN69zubOE71Xaac92qjMPkE3zmpo2d3WY+sfdQyDefBMvr9XL2vfcQjY1s+853SBsdVWUcUzYbl7/yFeSqVew5fDikW+CFEPVSyqon/izWgjfM7ZTNzS1cra3jFzfGOHbXSTRj1vaSFP7dtmzWVK5i/bq1EbsA9aJ8Ph+Xrl6ltbOT7w0O0uCO3kFqFII3rFb2mM3s3r49rBdcgjU5OcmJi+dom3XwtnmQYWNwb98OhsWv58vOXFYaMzm4Y3dUSgPP09fXx5krF7lcMME/Vo3gNkbvYCm1J/Dm5VyWZy1h56ZtEckw5yMQCNB05w4N9fWs/clPKDt7NmpZuBSC1r17ufXpT1OxYQPllZUhJzlxF7wfmpqa4uSZ89zrG+XtKGTh5mQ9X9y9iIrFZg7s2x30c5gjZWBggNMXLnBtYoIfjYzgCkR2qvww2y7Jz2f39u2qzT6eJBAI0NjcRO2tm/xLuoOTqRNE8mXrQsKOB9n2ulWVrF29WrXZx5N4vV4u1l6mzd7D97YO0pQX2RN8gk/w2zdt7Ogys3vL9rDcdBJOTqeTmpMnMbS0sO273yVtZCSi/U1lZXH5y1/Gv2IF1QcOhG0FVtwGb5jLwpuaW6itq+f+iId3bzpo6J8N64WJkuwEDq+xUJmfRMWq8pjItp/G5/Nx6do1Ojs6uDYzw/Hxcfp84Tup6YGqlBRes1rJS0hg57ZtIT22MtImJyc5dekCIxPjnEge52zqJJP68J3UUhQdO2fSeNVlwZaczv6XdsZEtv00fX19nL12iaFEN++sGKW2yIVPH76jZdGEgZdbM6nuSGVxwWJ2blQ/236ah1n43Zs3yW1tpezoURY1N4dtQYQE7CtX0nLkCPayMirXraM8zCf1uA7eD/n9fjo7O6m9eQfn5AzH74xxqX2aidngnlSfbNKxuTiZI2ttWNMTWb+mguXLl4dUn4oml8tFc2srDc3NDHo8vONwcNPlwhvk7zPLYGBPejp7MzLIzMxk4+rVLF68OKayy2dxOBzcbm6ku7ubhiQ3v0x20J7gCSobFxKWehN4ZSaTtbPJFBQUsK68ApvNFpXVNaEKBAL09/dT13oXx+goF0qmOL3ciT3dTzCRy+gXrO5P4rVWK4vHEyhfXkZ56YqI3KgWCT6fj/v379NaX09gfJwV771H8eXLJE5PB9WeOzWVjm3baD18GF1mJis2bGBpmB7K9rgFEbwfklIyOjrKzdsNDPT34VEkveM+Gnqn6Rj10DfuxeOXeP0BJGDSC0wGHXkZRopsJioK0iiymkgygi0rhw1rK8nNzY2Lg/JJAoEAvb291N25w+T4ONNAh9tNw/Q0XV4vwz4fXinxSYlOCIxCkKzTscRkYmlCAhWpqeQZDBj1epYVF1NZXh6xm26iwev1cq+9nZstjfhmZnEkSloMM7QaZ+kyeXDqFbxCogiJXgqMUpCh6CnymijzJbPCn4LNIzAmJbCmtJzS5ctjqlw0X5OTkzS0NXOv8z4+xY/dotBgm+a+1U13ppeZhAA+vSSgkxgVgdEvyJ42UuQwUe5IYZkjifRJSLFlUFVaSWFhYczOSp9HSsnw8DAtN27QPzREgtuNtacH6927WDs7Mff3Y/B40D+YySpGI/6EBJz5+TiKi3FUVuJYsgRPYiL5OTmsWL+e7OzsiMaOBRW8HyWlZGpqirGxMexDw/T023HNTEEgADycOutACBKTUsjPyyFvUQ5Wq5X09PS4ySpflKIoOJ1OHA4H/UNDDA4P452dndseUoIQSCEQej1pGRkULlpEdlYWVquV5OTkuD2BPY3P58PhcOBwOOgeHmTU4SDg8c1tj4AEnQCdDp3JgMVqpTBrETabDavVGjczsPlwuVw4HA5GHKN0OwaZHHcifQooEgISqRcIvQ5jSiKLrFkUWBdhtVrJzMyM24D9NFJKJicn5/YPux1Hby8Ts7MowMO5vP7Bn4ykJKyLF2NdtOhXsSNax8qCDd4ajUazkD0reC+s1FOj0Wg+JrTgrdFoNHFIC94ajUYTh7TgrdFoNHFIC94ajUYThyKy2kQIMQJ0h73h+bMB6jydJjZp2+OjtO3xa9q2+KhY2R6FUsonPqIxIsE7Vggh6p62zObjSNseH6Vtj1/TtsVHxcP20MomGo1GE4e04K3RaDRxaKEH779VewAxRtseH6Vtj1/TtsVHxfz2WNA1b41Go1moFnrmrdFoNAuSFrw1Go0mDi3Y4C2EOCSEaBVCtAsh/rPa41GTEOIHQohhIUSD2mNRmxBisRDinBCiSQjRKIR4S+0xqUkIkSiEuC6EuP1ge3xD7TGpTQihF0LcFEL8Uu2xPMuCDN5CCD3wPeBloBz4tBCiXN1RqepHwCG1BxEj/MBXpZTlwBbgSx/zfcMD7JFSrgHWAoeEEFtUHpPa3gKa1R7E8yzI4A1sAtqllB1SSi/wU+A1lcekGinlRWBM7XHEAinloJTyxoO/TzF3kOarOyr1yDkP3wdmfPDnY7uKQQhRALwK/L3aY3mehRq884HeR/7dx8f4ANU8mRCiCFgHXFN3JOp6UCa4BQwDp6SUH+ft8dfAH/DrV3HFrIUavDWaZxJCpAL/Cvy+lHJS7fGoSUqpSCnXAgXAJiFEhdpjUoMQ4hPAsJSyXu2xvIiFGrz7gcWP/LvgwX/TaBBCGJkL3D+WUv5c7fHECimlEzjHx/f6SDVwRAjRxVypdY8Q4p/VHdLTLdTgXQssF0IUCyFMwBvAUZXHpIkBYu7Nsf8ANEsp/5va41GbECJLCGF+8PckYD/Qou6o1CGl/JqUskBKWcRczDgrpfyMysN6qgUZvKWUfuDLwAnmLkj9TErZqO6o1COE+AlwBSgTQvQJIT6v9phUVA18lrms6taDP6+oPSgV5QLnhBB3mEt6TkkpY3qJnGaOdnu8RqPRxKEFmXlrNBrNQqcFb41Go4lDWvDWaDSaOKQFb41Go4lDWvDWaDSaOKQFb41Go4lDWvDWaDSaOKQFb41Go4lDWvDWaDSaOKQFb41Go4lDWvDWaDSaOGSIRKM2m00WFRVFommNRqP52Kivrx+VUmY96WcRCd5FRUXU1dVFommNRqP52BBCdD/tZ1rZRKPRaOKQFrw1Go0mDmnBW6PRaOKQFrw1Go0mDkXkgmW0KYrC+Pg4o6OjDA+P4XZ78fn8gMRoNGAyGcnOtmC1WrFYLBiNRrWHHFEej4exsTFGR0cZHXPi9fnx+fzodAKj0UByYiLZWVasVitmsxmdbuGew6WUzMzM4HA4GBkdZWJmBp/fj9/vR6/XYzIaSU9OJstmw2q1kpqaytxrLhemQCDAxMQEY2NjDDlGcHk8eBUfgYDEqNdjNBixpmVgs87tH4mJiWoPOaL8fj9jY2Nz+8fkGG6/D5/iA8CoN5JoMJKV/uvYYTDETsiMnZHMQyAQoL+/n9bWDuz2YXy+WSYnob19lrY2F253AJ9v7vVuRqPAZBIsXZpEaWkyFotAr08gO9tGaWkxhYWF6PV6lb9RaHw+Hx0dHdzr6MbhcKD4fYzMBGgemKFvzIPXL/EpEp0Ao16QbNKxMj+VYlsCKSZISEolPzeHFaUlZGdnx33wmp6epu3ePTr7+5lyOvEFAvT7/TROT+Pw+/EGAviZ2/mNQpBpMFCRlkaBwYBJpyMlI4OivDzKli8nPT1d7a8TEiklo6OjtNy/R9/wEO7JKWYN0GXy0qSfYloXwCckAQEGKTBJQf5IAivbUshx69AbDWRaLZTkF1KybBkmk0ntrxSSQCBAb28vrb0dDI2N4J9048yQ3LPO0m524TFKfPoHsUMRJPgEJePJLG9PwjwhMKQnkmPJomzxUhYvXqxq4hORd1hWVVXJSCwVdLvdtLS0cvt2EyMjHk6cGKOjw0Nvr+9Xwfp59HrIzzdRVGRi375MFi9OYOXKMlatWkFqamrYxxxJ4+Pj3GlooqOjg9YhDxdbnXQ5vNgnfbzorzXRIFhiMbE8J5GDFZlkpidTtbaSZcuWxdUMRUrJwMAA9XfvMjI8zOXpaW5MT9Pl9eJUlBduJ0Ovp8hkYk1KCi+lpWG1WqlavZr8/Py4mqH4/X46OzupbbyDc3aGk8njtCa46TZ5mNW92M4hJGT7DRR5E9juyWDVbCJLCgtZV16BxWKJ8DcIL5fLRVNbC41tzQykeTm1dJwOm4d+sxf/C+ZuBgXynSaWjiZwoCOT3OkEKkpXsnJ5GcnJyREZtxCiXkpZ9cSfxUPwnpqa4vLlWvr7+7h5c5Zjx8bo7PSGpe3cXCMHD5rZvj2VrKxsqqs3YrVaw9J2pAwODnLpai3j405ONU1wpnmCcdeLB6hnWbkokSPrrJTlJFBcXMyWTVUxPXUOBAK0trZSd/s2ox4P746OcmVmBm8Y9mujEGxMTuZ1m43shATWVVRQsWpVTAdxr9dL7a0btLW305Hg4d1kBw2Js8gwTKYyFD27p9M46MrEnJJG9boqFi9eHHrDEeR0Oqm5VcvQ4CDXimY4XjZOn8UXlrYLxoy80prJ5q4UcnJzqV67EbPZHJa2H4rb4C2lpKmphWvX6njvvXFOnZpgZiYQhhH+WyaTYPv2VD79aRtr1qxi/fq1MVdO8fl8XLp8ldb2Tn5UM0xd9wxKZDYH5mQ9r63NZFeZmV07qonFO2YnJyc5ce4cbQ4HPxoept3jiVhfhSYT/y47m5WZmRzcvZvMzMyI9RWsvr4+ztRc5Ippgn9NG2PU4I9IPzoJa2eT+d8ms1m+aDE7t1aTkJAQkb6CFQgEuNN0l/qGO/xr5Sjnlk/hNoU/1gEkegW776XxG3dtbKhYw+ryirCd4OMyeE9NTXHy5Hnu3Rvl7bcHGRwMz9nyecxmPV/84iIqKswcOLA7ZrLwgYEBTp+9wNX7E/yoZpjZFywThWpZVgJv7culpDCf3Tu3x0QWHggEaGxqovbmTX42OsrJyUmiszVgZ1oan83KYm1FBevWrImJLNzr9XLx6mXa+nv4rnmQ5iR3VPo1BQSfmbSxw21m97btLFmyJCr9Po/T6eRkzXlaDGN8p3qQ0dTInMQeZ5sy8JXLuazwWzhQvSssWXjcBe+2tjYuXbrGz38+xvHjzheu34ZTdXUKv/u72axbV8n69WtVu4gXCAS4eOkyLfc6+N7ZQRoGonNgPsqoF7yxycqeFWb2791Ffn5+1MfwkMvl4tipU7Q5HLw9OMiwPzoH5qMsej1fzs1lZWYmr+7fT1paWtTH8JDdbufEhbPUmCb4p4wR3C9Yzw6nUncCbzpzWZ67hD3VL6m6IuNucyPXb9/gJ2tHOFs2FZZy0XwICXtb03njlo1Na9ZTuXJVaO3FU/C+efM2V67c4lvf6o9atv00ZrOeP/zDfDZuXM7OndVRD+B+v5/3T5zmanMf//3kQNSy7acpzU7gfz/4NmyTAAAdPklEQVSUx96d21m6dGnU+5+amuKdY8d4Z3iYX4yPRy3bfppDGRm8kZ3Na6+8EvZa54vo7e3l5Ifn+XbmIHeTZqPe/6NMAcGXxxdRnZTH4f0Ho36xW0rJ1Ru1XO9t5lt7+xhNi/5J/VG2KQN/fKaAzYtXsnn9xqBjx7OCt/pzvkdcu1bHxYu3+KM/6lU9cAM4nQpf/3ovly61cfr0eSJxonsav9/P0WMfcO52D395vF/1wA3QNuzhG0f7OHXuEq2tbVHte3Jykp+/9x7/ODjIz2MgcAN8MDHB3w4O8s6xY4yNjUW1787OTj748Bx/bu1TPXADeHWS/24Z5ISnl1+8/0u83vAsKHgRUko+vH6ZS4ON/PGhHtUDN8Bomp8/PtTDh4ONfHj9ckRiR8wE71u3bnP1aiN/8ic9OJ3hWTkRDm635Jvf7OPatU4uXKiJSgBXFIXjH5ziw4Z+/vr0IEosRKoH+p0+/vTdXi7UXKWzszMqfc7MzPDOsWP8yG7n9ORkVPp8UZenp/n+wADvvf8+k1EaW19fH2eufMif2froTIhekHweKeBvzcOcVuy8d+oD/FEqaV27Wce1kTa+fqCX6cQIXcEPwnRigK8f6OXaSBvXboZ/6XRMBO/79+9z+fJtvvGNXqamYmfjP+TzSf78z/uorb3HjRu3It7fuQuXuNrcz3fO2FWp9z/P0JSfb/2yjzPnLzE0NBTRvnw+H+8cO8bPhoc5PzUV0b6CVety8aOhId45dgxPBFe8AIyNjXHy4jn+0jJAr0n92em/IeDvzcNc8gxy4vzZiCc7jS1NXOtp4pv7+iK2miQUbpPkm/v6uNbTRGNLU1jbVj14z8zMcPHiFf7yL/sZH4+djPtxbrfkL/6in5s37+JwOCLWT09PD633u/irkwMxlXE/rnfcx/fODnLyzDl8vsgFkSvXr3N9fJxjTmfE+giH81NTXBgf50JNTcT6UBSFExfO8oP0IdoTI3uSCIUU8J1MO62OAe7fvx+xfiYnJ7l2q56/2NMXUxn346YTA/zFnj6u3aoP6+xM1eAtpeTMmYscPz5OT0/sTP+exulU+NGPhjl58hzKPO7ae1Eej4dzFz7k7dODeP0xHLkfuNU3S13HBFeuXY9I+3a7neb79/n74eGItB9u/zw6yr3eXnp6eiLSfv3tWzQoTmpSZiLSfjgpAr6dOciH16/icrnC3n4gEOBEzTl+tmaU4XT1a9zPM5zu519WOzhZcy5ssxFVg3d7+33a24f4xS+ie7EnFDU1MzQ0OCNSPrnwYQ0XWidoG47drOpx//DhMM1t97Hb7WFt1+fzcer8ef7GbscViN2s6lFeKXl7cJBzly6FvXzicDi409zI9812iJNHz/SYvLyfMs7pSxfCXj5pbGmiDQcnV8TWNZBnObFygjYcNDQ3hqU91YL3zMwMly5d5dvfHiQCSWxEff/7dm7fbgxr+aSnp4d7nb38+Npo2NqMhhlvgP9xzs6ps+fDWj65cv06dRMT3J5VfyXFfLR5PFx0OsNaPlEUhZMXz/HDjGGchvg6WH6ePkb7+FBYyyeTk5PU3rnJ29WDUV/HHQop4NvVg9TeuRmW8olqwfvmzTucPeuMi3LJ45xOhZ/8ZJSamtqwtCel5MPL1/ifF4biolzyuFt9szT2TXHvXntY2puZmeFeHJVLHvfPo6N09/XhDFOdvquri/vKJJfjoFzyOEXA98yD1NTXEgjTDOrqnXqOlo/FRbnkccPpfo6Wj3HtTn3IbakSvH0+H/futfP++7F9EepZLl2aZmRkmOnp6ZDbGh4eZmzSxd3++MoyH/XODQc3bt8Ny/S4qaWFKzMzcVMueZxXSk5PTHC3KTyrC+qa7vDz5NG4KZc8riPBy7DOQ39/f8htud1u+nr7OFMaP+WSx50pnaS3tw+3O7S7pVUJ3l1dXdy/78XhiK8p4KO8XklNzTRNTS0ht3Xj1l1+eTt+6v5P0jrkYWxqNuSlg4FAgMaWFt4fHw/TyNRxemKC9vv3Qy4lORwOxqenuB0DN+KE4p2kUeoa74TcTlv7PW4vdsX06pLnmU4McKdglnv3Q5upRj14Symprb3D0aORW24XLR984KSpqTWklSezs7MMDg5wqT30DF5t791yUH8rtAO0p6eHfq+XgQguP4yGMUXhnsdDR0dHSO3cbm7kRPI4gTjNuh+qTXHhcDhCqvVKKbnV2sgvy+I70QH45YoxbrY2hDRTjXrwHh0dxemcoaEhvjMJgMFBH319Hrq7u4Nuo7mlldpuFy5v/GYSD11qn2bIbg9paVjt7du8OxpfF22f5qjDQd3du0F/3uv10t3dzbnU2Lw5aT58QnI+ZYqGEG5U6e/vZ9TkocMWf9fJHnff5mHU6GFgYCDoNqIevHt6evnww4n/v70zj43juu/45+3MXiSXe3J53xRJURQPmdRBSbQOS5Z1+ErTpkgcNG3jIqkRNU1bJ4WLxmj+KQo0Rer+U6RFkTRNWqAF3ARpEseW78COfMmyLMmyRFKiaF7LS1zuMbuvf1CMacGWvMPlzu54PoBgSvC8/fHtm+/83vf93pu83Dmoh1/+cobz5/VvEz934RLPnJ3LYkTGEUtKzk0kGBsb03V9Mpnk2twcr65DXbARnInFWIpGdT/MxsfHGXVqzCmFay+u5nn3PO9e1l8Df3F0hCcbIwXr/X8AAU81RLg4qj/xy7l4Dw+/x4ULuT/WdL24dCnB5KQ+CyidThOLLjA0XTh13bfi9OUFxt7TVyUSiUSYkRJzSBVI4L1USndJ6cTUJKfVwrfTVrjiSKBFY7rXAUanx7kULPyse4WLoQSj0/rXiHIu3vPzMwwNmecLGB1NoGn6BuTc3BxLSfLixMBscWkqwZWr+jbsTE9Pc84kWfcKp69dY1KnDTQ88R7v2s2T6KQEzLgkMzoWo9PpNLGZBYZNJN7DgQRLkQXdJZQ5Fe9oNIqmpZiaKrz6zI8ilYKZGX0DMhKJMDRtnsEIMBxJsBTVNyCHx8Y4azLxfjcWY1injTQfmeGS0zyzMoBzalTXTGRubo4lN0Qdhb82tELUmWbJje5F3JyK99TUFGNjZpkUv8+5c1GmdGRXV8fGOX2l8BejVhNNpFlK6huQk1NTDOXwHOhcMJRIMKfjwR6NRtHSKaZN4nevcFaNMjye+cNsenqaIRNl3SsMBxO6bbWcivfCwgIXLxZ+lcmNXLy4xORk5jfoxFSEq7OFXRL3YYwvaLrEOx2LMVbgJYI3MqVpSE3L2Fabn58n4pTmWJxbxVV7ksh85pvz5hbmecdrHv9/hfPeRWbn9RUs5FS8NU1jcdE8lskKiYQkHs9cdJKaRrwAt8PfilgynfFB/Cs2S9IsZUirSAuR8V4ATdOIC/NYBCskbFLXvoi4liCmmm9sxNU0cU1fwpLRm0KFELuArcBpKeUvMv0wTdOIx803IJNJqWvBMp1KkcznQ7t1Ek+mM75BU6kU0qCXPK83KdDVHwlhvrGRFBKpZS7eiZRGUjFhfyiSREqfeN808xZCvLzq5y8CjwEe4K+FEF/P9MOMegN7LtD1u5m0P4QQpv6uc4EQwmyOyfvofRlvlsPIF/TeK7eyTVa/AvpB4ICU8lHgIPDZTD9MVVVcLsNf3pN1HA6B3Z7RJAYARVFwKOYbkk5VoChKRtcoioIwoWUCoICu/nAU0nmnHxNHWmBTMtcAh2LHnjJhf2gCh2K/9f/4IdxKcWxCCD/LIi+klJMAUspFIUTG5rWqqng8mYtcvuN02nC5HBlfZ1dVXHbzDUi3Q0FVM/uebTYbCIFDCBImEnEB2KTMuD9UVcWVNl+i45QCJcO+AHDbHRQlzdcfbs2GS9Un3rfqDS/wCnASCAghKgGEECXomMV4vV5aWooyDjLfaWsrIhwOZnxdZXkZtYHMRT/fqShV8Hq9GV+nut3U2PUN5HylXFWxORwZi7fX6yUQF5jN9q5NOgj7Axlf5/P6aJ8pWYeIjKV9pgSf16fr2puKt5SyQUrZJKVsvP7flQLNNHBfph8WDAYJh22ms3qbm90Eg5mLd0V5GZ01nnWIyDg8LhtOReDxZP57VZSV0eB0rkNUxtHgdOIPZC5WLpcLxa4S1sw1U+3Qiqkpq8j4umAwSG3EXA92gNppuy7tAJ2lglLKqJQy49OYXC4XimInHDbPgLTbBaWl4Pf7M742GAxS5zfXgGwIOinyeHUtwtRUVNBRXLwOURnHBreb+spKXdf6gwEaEuZ6mDUn9SU6Ho8HZ0LgWTKPdeJZsuHU9CU6YMDZJn6/n8ZG8wzI2lo7dntRxgtScH1AqgKP0zwDsinkpK4688wKlh9mLW53liMylo7iYkI6M6v6cBWtSfP0hz0tKI3rS3SEEBQFS2mYNo92NEw7KQroS3TAAPGur6+irc08A7KpyUlFRZmua4UQFHlKaSozz4DsqiuhPKyvPwKBAKWA0yS+mgKEbTbd0+JQMMimpHlmIvUJB44SfYkOQG2wgpYp89wrLVNO6oL6Eh0wRLzrGBjwoPP7yzvuvDNAe3uz7us3tW3gjo7MM5F8xOOy0Rh0UFVVpet6RVEIlpWxzSTWSW9RESVeLy6XS9f15eXllCdVypLmsBn3L/lob9R/rzTXNbL/kt8Ui7hCwv6LfprqGnS3kXPx9vl8+P0+tmwp/KqTxkYH4bBTt1gBbNjQwqYqF1534T/N9raXUldXh3MNi463dXVxTyiUxaiM455QiP6uLt3Xq6pKa0sLBxczr9zJN9xpwdbFIja2tuluo6ysDJ9SRMeYvodhPtFx1YXPXkRZmb5ZKhj0AuL+/i7uvbfwb9AjRwJ0d29arlHWicPhoL6+nr3tpVmMLPcIAXd1+unp6lxTO1VVVYScTpochV1CWWm3U+NwUFdXt6Z2Ots72LNYir3AN+zsvOahoqqSoiL9SZsQgr72zdx9Vp8NlU/cfS5IX9vmNe1ENkS86+rqqKpyUFVVuJUWxcU2envdtLW1rrmtnq5ODm3yYSvg+7O72o2vtES3v7uCEILezk6O6iivyycO+Xx0tLXp9ndXKC0tJRgM0r9YwDNVCceWAmzp2Lzmppoam9gw4SSwWLgz1cA1hQ0TTpoam9bUjiHibbPZ2LSpnXvvLdwb9MABL9XVNbr9zNUEAgF8vlK2NhSu1/upvhB9vfotgtVsaGmhp6iIQIEujHhsNnaWlLBp48astHdbx2Y+FS0rWK93c8xNQHVTXl6+5rbsdjvNjU0cOVO460RH3vbT3NiMfY0b0gyrUevu3szWraVs3Fh4/lVlpZ1jx/wMDPRnrc29uwf4wq4wJQVYNnh7q4eWKh9NTWvLJFZwuVx0dXbykM76aKN5sLyc9tZWirO08FpbW0t9SYDDC/p24hmJKy340mwFe7YNZO2wsv6uLey76KVhqvCstcYpB/sueunv6l1zW4YphcPhYP/+QR56qBKXq3D8AiHg+PFKtm/v011c/2GEw2E62jfw4O1rz05ySaBY4YEdZdx5x941ef830tvdzUa/n9uz2Me5oK+oiB6vl219fVlrUwjBwd17uH8hQGWysKzGz8+VsaGmnpqamqy16Xa72d2/g+MvVKEW0IuG7CnB8eerGOwfwJ2F/QyGpnk1NTW0ttbxwAP6V1xzzdGjPjZsCLFxY3vW296+tZ/eBi999YXjbz60r5Le7s26Nl7cDJvNxp179/JAWVnB2Ccem40Hy8s5uHdvxmeZ3LJtj4dtW/r4ykxlwdgnHUsuBhJeBrftyHrbTY1NtHgq+PQbhbN4+VtvBGjxVtLY2JiV9gyfow8ODrBzp5eOjvy3Tyor7dx7b4ADB/asy3nVqqpycP9evjhYXhC7Lve0edhY66enOzte9434/X56rtsnhTA3+6PycjpaWwmHw+vSfkd7OxtKQhwtAPvElRY8NFvJ/p2DONahckgIwf4dgxx8x0fjZP7bJ42TDg6+42Pf9t1Z0w7DFcLhcHDgwB6++tVKamryd0ro8yk88kg1u3Ztz6pdciPhcJjuzg4eOVaDS81fydpU6eLzO8JZt0tupLe7m66yMr6whnrYXPDbgQC3hUJZtUtu5Df2yWKIvmj+zs7sacFfTtfQ0dCcVbvkRtxuN3u27+Lhp6spm8/fjUzheZWHT1Szd/vurNglKxgu3rBc27tv3y4eeaSG8vL8+xI8Hhvf/GYtAwM9tLZuWPfP29p/G/2dLXzjSE1evqyhpczJnx6s4vChA1m3S27EZrNx7NAhDpSX8zt5Wj54xOfj7vJy7rnrrqzbJTfi8Xg4dvAQX56tZNNS/s1WFQl/FqmiP1TP7nWwS26kob6Bwa6tfPOJGvx5WD7oX1T46ydqGOzZSn19fVbbzgvxBmhqamLPnm08+mhtXmXgfr/Ct75Vx44dm+jp6c7JZwohuH33TnZsbuSvjtXk1QsbNla6+Prhau48sC8rpV8fB4fDwT2HD3N3ZSWfy7Pdl/f5/XymooJ7jxzJalZ1M4LBIIf3H+BrM9X0RvPnnCBHWvCN6WoGvLUcvH19Z2Sr2djWzs72LXzrZ7WE8ygDD8+rfOtndexs38LG1uyvkeXPbwq0tbVht9tRlOf59rfHOHMmZmg8dXUOHn64moGBHnp61sfX/ShsNht37NuDw2Hnb+w2/vb/Rpm6lvHLi7LKQHMxf7i7grvuvIOKCv0H6ujB7XbzqWPHUH/6U0oVhe9OTBj6xh0V+FxZGQfCYe49fHhNOwf1UF5ezrGDhxBP/Jzvp8Z5qmTB0Jc8+jRlOeMON3LH4O05E+4VujdtxmG3o/xM8Hd7rvJuOJ7Tz7+Rlgknf/50FYM922hfw5EANyOvxBuWM3CXy4Xd/jQvvjjH9743SSyW25tUUeD++wPcdZefwcEdNDfrP0xnLQghGNy1E5/Xi79I4YcvTfLU2QVyLVmlLhtf2lPB5nofdx3cT8Ag+8LpdHLf0aP4nnuODreb74yNcT6e+5u00eHgeFUVzRUVHNizZ01nuayFUCjEfYeP4jrxJLumZ3jMN0Yk17VzEnYuFvN7c2G6Ozrp6+k17OXTG1vbKXYV4Xz6OZ5qmuVHPdMk1dzeLXZN8JnXguy7tLw4udbjEW6GkOuQvfT19cmTJ0+uqY1EIsGzz/6K8+eHeeyxMd5+OzdZeF2dg+PHK2lpKWf//sGsbbRYK7Ozs/ziyac5eznCPz45lrMsfHtTMb+/K8zmjnb6+25b83bvbDEyMsKJ55/nmdlZfjA1lZMsXAU+HQxy0OdjcGCAxsZGw4RqNel0mtdPneK1t97k+6WTPJOjLNynKXx5toJOxcfBwb1rPhohW8RiMU689DzvREb5zs6xnGXhLRNOvvJCJS2BavZu25WV3ddCiFeklB+6Cp634r3ClStXePLJZ3n55XkefzzC6GgyK+3eSCikcuiQl337fOzevZ3m5ua8uDFXk06nOfXmaV557Q1+/EaEp87OsxBLr8tntZQ5+XR/iE21Xu68Yy+hPPOaAeLxOM+88ALvXL7Mf0xO8utolOQ6jGcF2FJUxGfDYZorKtg/OJgzfzsTZmZm+PkzJzirzfCfJVOcdcbWRcSLUzYGF0u4fyFI98ZNbOnuyZuH+mqGhoZ4+uUXeL5ujp9snGHcuz4JT/mcytG3/ewa8bJn604aGhqy1nZBizcsZ+GnTp3m9Om3uXo1weOPT/HKK1FSa5whCgGdnW7uuSdIU5OTDRua2bKlO+f+ZabMzc1x8tXXGRkZ4c3RJX78RoQLE2vPLpyqYEdTMXf3hgh5nPR0ddLRsTEvb8zVjI6O8tJrrxGJRDgxP88v5uaY0tZ+o/oVhTu8Xu7wevF7vWzr7aW2tjbvHuqrSafTnDt3jlfOvElEW+LH7ggvlCywZFv7fd4Qd3A0GqA36qa6uob+rh7DLLSPSywW4/W3TnH2wnlG/Akeb5/m9Zoo6TVa8rY09Fwp4p6zQepmHLS3tNKzqSsr2fZqCl68V0in04yMjHDy5CkikVlefHGBc+eWGBqKMz6u8XF+lVBIpaHBQUuLi927vfh8xfT3d9HY2LjuZV7ZJh6P88477/DaqdNMz8d57vwcFydjDE0nmF269ZPNJqDKZ6ch6KSzupi+hiLKysLc1rOZqqqqvBapD2N+fp43z5zh/IULDCUSvDQ3x1A8znAiQexjDA6nENQ5HDQ4HPR7vbQ4HDQ1NdHV0bHuJZHZRkrJ+Pg4r555k/eujvFa0RJv2q9xyZlg1J4g9TG+Wk/KRkPCSVPcya6EjzAOuto7aG9ty7pIrTepVIqhoSFOnjvF7OICzzfMcz60xFAwwYRHu/UMRUJ4QaVh2kHrlJtdQ6X4ij30t3dTX1+/bgmOacR7NbOzswwPjzA8PMbMTIRUKsnERJp3311iYUEjFkshJbhcNoqLVZqa3FRUKKiqgtfrp76+ktraGkKhUMGJ1I1IKRkbG+PK6FVGroxxbWGOhJZmdFZjaGqJpUSKeDKNzSZw222UFtlpKXcTdAsUu5NQKEh9TSX19fWUlJQY/eusGU3TGBkZ4fLYGKPj48SvXSMKXIrHGY/HWUqlSEiJKgRFikKZw0GTy0UJ4CgupiocprZyuT/WevJbPhCNRhkeHmZ4fIzJ6Sm0aIwZp+Rde4wZkWSJFCkkTmmjSCjUpl3Uxu0404Iin5e6cAU1lVVUVVXlvIpkPZienubylcsMT7/H7HQELakxHkzzri/Koppi6fqir1tTKNYUmmeLKJ+2odpVfMEA9cEKamtqc+Lxm1K8byQWizE9Pc3c3ByapqFpKaRMXy89VH5zLnK+WyLZQErJ4uIiU1NTXLt2jVQqhaZp2Gw2VFVFVVX8fj+BQGBdti7nG+l0mtnZWSKRCLFYjFQqRVLTUBUFVVVxOp3Xj+X15b1FlA2SySSRSISZmRmSySSappFKp7GrKoqiUFxcTDAYxOPxFHxi83FYWlr6jXakUim01LLlpirL/eH1egkGg4asc3wixNvCwsLCbNxMvAt/DmRhYWHxCcQSbwsLC4sCxBJvCwsLiwLEEm8LCwuLAsQSbwsLC4sCZF2qTYQQk8Bw1hvOnBAwZXQQeYTVHx/E6o/3sfrig+RLf9RLKT/0TSTrIt75ghDi5EeV2XwSsfrjg1j98T5WX3yQQugPyzaxsLCwKEAs8bawsLAoQMwu3v9sdAB5htUfH8Tqj/ex+uKD5H1/mNrztrCwsDArZs+8LSwsLEyJJd4WFhYWBYhpxVsIcUgIcU4IcUEI8XWj4zESIcS/CiEmhBCnjY7FaIQQtUKIE0KIM0KIt4QQx42OyUiEEC4hxMtCiDeu98ejRsdkNEIIRQjxmhDiJ0bHcjNMKd5CCAX4J+AuoAP4XSFEh7FRGcq/AYeMDiJP0ICvSSk7gO3AH3/Cx0Yc2Cel7AZ6gENCiO0Gx2Q0x4G3jQ7iVphSvIGtwAUp5UUpZQL4EXCPwTEZhpTyWSBidBz5gJRyTEr56vWfF1i+SauNjco45DLXrv/Vfv3PJ7aKQQhRAxwBvmt0LLfCrOJdDVxe9fcrfIJvUIsPRwjRAPQCLxkbibFctwleByaAJ6SUn+T++AfgL4C00YHcCrOKt4XFTRFClAD/DfyJlHLe6HiMREqZklL2ADXAViFEp9ExGYEQ4igwIaV8xehYPg5mFe9RoHbV32uu/5uFBUIIO8vC/QMp5f8YHU++IKWcBU7wyV0f2QncLYQYYtlq3SeE+HdjQ/pozCrevwY2CCEahRAO4DPA/xock0UeIJbfqPsvwNtSyr83Oh6jEUKUCSF81392AweAs8ZGZQxSym9IKWuklA0sa8ZTUsrPGRzWR2JK8ZZSasBDwM9ZXpD6LynlW8ZGZRxCiB8CvwLahBBXhBB/YHRMBrITeIDlrOr1638OGx2UgVQCJ4QQp1hOep6QUuZ1iZzFMtb2eAsLC4sCxJSZt4WFhYXZscTbwsLCogCxxNvCwsKiALHE28LCwqIAscTbwsLCogCxxNvCwsKiALHE28LCwqIA+X9+6cZS4DYwYwAAAABJRU5ErkJggg==\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"#inv slide\n",
"\n",
"num_seq = num_pixel\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(nrows = num_seq+1,figsize=(600/72,600/72),tight_layout=True)\n",
"for seq in range(num_seq + 1):\n",
" head = num_pixel - seq + num_pixel - 1\n",
" tail = num_pixel - seq \n",
" for i in range(num_pixel):\n",
" if i < tail:\n",
" c[i] = color_start[i]\n",
" else:\n",
" # i = num_pixel - seq-1 : head of slide\n",
" c[i] = color_goal[i - tail]\n",
"\n",
" plot_strip(c, ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('inverse slide')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "B7huZBQAMHK6",
"outputId": "b000fc92-cacd-403a-f4e0-f19ca98f2b4a"
},
"execution_count": 39,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 6 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# dissolve and wipe\n",
"\n",
"num_dis = 2\n",
"num_seq = num_pixel + num_dis\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(nrows = num_seq,figsize=(600/72,600/72),tight_layout=True)\n",
"for seq in range(num_seq):\n",
" for i in range(num_pixel):\n",
"\n",
" if seq - 1 < i:\n",
" c[i] = color_start[i]\n",
" else:\n",
" k = (seq - 1) - i + 1\n",
" w = k / num_dis\n",
" # print(f'{seq}-{i} w: {w}')\n",
" if w >= 1.0:\n",
" c[i] = color_goal[i]\n",
" else:\n",
" c[i] = (w * (color_goal[i] - color_start[i]) + color_start[i])\n",
"\n",
" plot_strip(c,ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('disolve and wipe')\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "uqlVaw6KcVlY",
"outputId": "338409a0-f65a-4729-ebc5-40f75221294a"
},
"execution_count": 40,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 7 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# inverse of disolve and wipe (from right to left)\n",
"\n",
"num_dis = 2\n",
"num_seq = num_pixel + num_dis\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(nrows = num_seq,figsize=(600/72,600/72),tight_layout=True)\n",
"for seq in range(num_seq):\n",
" for i in range(num_pixel):\n",
" if i < num_pixel - seq - 1 :\n",
" c[i] = color_start[i]\n",
" else:\n",
" # dissolving head == num_pixel - seq - 1\n",
" # i == num_pixel - seq - 1 -> w == 0.0\n",
" # i == num_pixel - seq + num_dis - 1 -> w == 1.0\n",
" k = i - (num_pixel - seq - 1)\n",
" w = k / num_dis\n",
" # easing\n",
" if w >= 1.0:\n",
" c[i] = color_goal[i]\n",
" elif w < 0.0:\n",
" c[i] = color_start[i]\n",
" else:\n",
" c[i] = (w * (color_goal[i] - color_start[i]) + color_start[i])\n",
"\n",
" plot_strip(c,ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('inverse disolve and wipe')\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "O2Gl8nY8UISM",
"outputId": "f9033b37-8c1f-4459-bede-bad5c5bd8892"
},
"execution_count": 41,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 7 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# slide with disolving head\n",
"\n",
"num_dis = 2 # num. of steps for disolving\n",
"num_seq = num_pixel + num_dis\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(\n",
" nrows = num_seq,\n",
" figsize = (600/72, 600/72),\n",
" tight_layout = True)\n",
"for seq in range(num_seq):\n",
" for i in range(num_pixel):\n",
" head_dis = seq - 1\n",
" head = head_dis - num_dis + 1\n",
" tail = head - num_pixel + 1\n",
"\n",
" if head_dis < i:\n",
" c[i] = color_start[i]\n",
" elif i <= head:\n",
" # i == seq-num_dis_b -> head of slider (no disolve)\n",
" c[i] = color_goal[num_pixel - (head -i) - 1]\n",
" else:\n",
" # fading is only appled to head or tail\n",
" k = num_dis - (head - i) - 2\n",
" w = k / num_dis # w = 0.0--1.0\n",
" if w >= 1.0:\n",
" # c[i]=color_goal[num_pixel-seq+i]\n",
" c[i] = color_goal[-1]\n",
" else:\n",
" c[i] = (w * (color_goal[-1] - color_start[i]) + color_start[i])\n",
"\n",
" plot_strip(c, ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('slide with dissolving head')\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "M04Coylahfb6",
"outputId": "e77b1522-2d1e-4a34-ea7e-302213fa30b3"
},
"execution_count": 50,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 7 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"# inverse slide with disolving head\n",
"\n",
"num_dis = 2 # num. of steps for disolving\n",
"num_seq = num_pixel + num_dis\n",
"c = [(0, 0, 0)] * num_pixel\n",
"fig,ax = plt.subplots(nrows = num_seq,figsize=(600/72,600/72),tight_layout=True)\n",
"for seq in range(num_seq):\n",
" tail_dis = num_pixel - seq\n",
" # head = tail_dis + num_dis + num_pixel - 1\n",
" tail = tail_dis + num_dis - 1 \n",
"\n",
" for i in range(num_pixel):\n",
" # i == num_pixel - seq -num_dis_b: head of slide\n",
" if i < tail_dis:\n",
" c[i] = color_start[i]\n",
" elif tail <= i:\n",
" c[i] = color_goal[i-tail]\n",
" else:\n",
" k = tail_dis - i + 1\n",
" w = k / num_dis # w = 0.0--1.0\n",
" if w >= 1.0:\n",
" c[i] = color_goal[0]\n",
" elif w < 0.0:\n",
" c[i] = color_start[i]\n",
" else:\n",
" c[i] = (w * (color_goal[0] - color_start[i]) + color_start[i])\n",
" \n",
" plot_strip(c, ax[seq])\n",
" ax[seq].set_ylabel(f'{seq}')\n",
" if seq == 0:\n",
" ax[seq].set_title('inverse slide with disolving head')\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 609
},
"id": "V5bmi3slfe5S",
"outputId": "70b50955-c24f-44d7-9016-0620815c6fff"
},
"execution_count": 43,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 600x600 with 7 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
""
],
"metadata": {
"id": "wTlaBXbEOJw_"
},
"execution_count": null,
"outputs": []
}
]
}
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