DV_Projekt.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5I4QZXUlorfZ"
   },
   "source": [
    "# Deep Vision Projekt - Paper Group Normalization (Marco Deuscher)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "LOCAL = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "Qi8PU2I-Konw",
    "outputId": "4e4fd4c6-0022-4cf4-87c8-3840efbfa4cd"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "GPU available: True\n",
      "Device used: cuda:0\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "import numpy as np\n",
    "import torch.nn as nn\n",
    "import torch.nn.functional as F\n",
    "import torch.optim\n",
    "from torch.utils.tensorboard import SummaryWriter\n",
    "import torchvision\n",
    "import torchvision.transforms as transforms\n",
    "import time, datetime, os\n",
    "\n",
    "from tqdm import tqdm\n",
    "\n",
    "model_root_dir = \"\"\n",
    "if not LOCAL:\n",
    "    model_root_dir = \"/content/gdrive/MyDrive/DVExam/\"\n",
    "    from google.colab import drive\n",
    "    drive.mount(\"/content/gdrive\")\n",
    "\n",
    "\n",
    "print(\"GPU available:\", torch.cuda.is_available())\n",
    "device = \"cuda:0\" if torch.cuda.is_available() else \"cpu\"\n",
    "print(\"Device used:\", device)\n",
    "\n",
    "%load_ext tensorboard"
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Datasets"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 534,
     "referenced_widgets": [
      "ccd2635db9694eef8e43334b3776095b",
      "683bd0a1b0944fb78a85cfad933de7b4",
      "10a9557083af4b888089a399ba3f6a39",
      "55a57315f2c646abba447233010e6c7f",
      "fc6c4abfbd5345daa54cb91e739d67f1",
      "90b6570b28674a9a8ea70e81e0b5297d",
      "d96e809633a0492186aed5c70a6a7da6",
      "e1c17a282b3e4f0b8244f750c13cefac"
     ]
    },
    "id": "JMN4hv57jWbG",
    "outputId": "f6a53a90-c9c7-4caa-b0e0-03040402c2b3"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n",
      "Data-shape: torch.Size([10, 3, 32, 32]) - Label-shape: torch.Size([10])\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 2880x2880 with 20 Axes>",
      "image/png": "iVBORw0KGgoAAAANSUhEUgAACMYAAAD3CAYAAAD8fsoQAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAABzMElEQVR4nO3de3xdVZ3//8+WhDaFxDZKIg00SCNEaKV1KEqVIjBSB1BQQEHB8YZ3RdGvMt4QFW8zwwwqOiOKKCgoMBYFpGiLFC0MRVpswYANkEpSGoaTmtSelqTdvz8Sf1M76/1uu0nT08Pr+XjMY3ysN2vvdfbZ67LX2YQsz/MAAAAAAAAAAAAAAAAAqs2zdnUDAAAAAAAAAAAAAAAAgJ2BF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxpkJkWfbrLMveMdZ1tzjGAVmW5VmW1Yj8E1mWfefpnAOoZGPVB7Ms+2yWZVeZ/P4sy16xA+e2xwMq3Rj2vSzLsu9lWdaXZdndRc4HVItdte7MsuwVWZY9VqQuUG14/gPGxq7ua1sc69Esy/5+NI4F7I5YfwJji/kP2HUq5XcGAH+rUuZG7Fq8GDPKqnWxl+f5F/M8p9Oj4u3ufTDP80PzPP/1rm4HsKN2g7738oh4ZUTsl+f5Ebu6McBo2A36HVD1qrUf8vyHSlOtfQ3Y3dAXgbFFnwN2HfofUJmqtW/ystvY4MUYANhNqH+jF8B2aY2IR/M8/0sqpH8Buy/6LwAAAMYS608AQDXJsmyPXd0GABgLvBgzRrIsm5Rl2Y1Zlj0x8p9xuDHLsv22+semZll2d5Zl/VmW3ZBlWeMW9V+aZdniLMvWZll23478p1a2ascRWZbdM3KONVmWXbzVP/KmLMtWZVn2P1mWfXKLev//m2pb/Nntd2ZZ1pNl2eosyz5apD3AWKmUPjhifJZlP86ybCDLsnuzLDtsi/P8/2+7jvS767IsuyrLsv6IeEuWZc/Psuz2kbq/jIjnPo12ADtdJfS9LMveHhHfiYgjsyxbl2XZhdnIn9TOsuzjWZY9HhHfy7JsXJZl/z4yt/WM/O9xWxznYyNzXk+WZe8YmQvbil0ZYOephH43cpy6LMuuGGnDAxExa6t8cpZl14+085Esyz64RfasLMvOz7KsM8uyJ7Ms+8lf27jFWvTtWZatioiFRdoH7EwV1A95/kNVq6C+9tdnt+Rz3lb/7BFZlt05cs7VWZZ9I8uyPbfI8yzL3p1l2R9H/plLsyzLtsjflmXZH0Y+7/wsy1qLtBkYTRXUF1l/4hmhgvoc8x+ecSql/43YM8uyH4z0v/uzLDt8i/O8MBv+z7+sHcles0V2RZZl38qy7OYsy/4SEcdkWXZClmUPjByrO9vimS/LspOyLFs2cqzFWZa96Gm0GdgpKqVvZlm2Rzb8n6fuHOlPv8uybP+R7JIsy/40cv7fZVl21Ej5qyLiExHxhmz494v7Cl0EbBMvxoydZ0XE92L431ifEhHliPjGVv/MmyPibRGxb0QMRcTXIiKyLGuJiJsi4gsR0RgRH42I67Ms22frk2RZNmWk004R7bgkIi7J87whIqZGxE+2yl8eEQdHxHER8Zksy15oPtMxEfGCiDg+Ij6eVeGfrkJVqZQ+GBFxckRcO3KsH0XEvCzLas0/e11ETIyIH47887+L4RdiPh8R/+g+NFABdnnfy/P8uxHx7oi4M8/zvfM8v2Aket7IcVsj4p0R8cmIeGlEzIiIwyLiiIj41MjxXxUR50XE30dEW0S8YoevBDB2dnm/G3FBDK83p0bE3Nhizsqy7FkR8fOIuC8iWmJ47fmhLMvmjvwjH4iIUyLi6IiYHBF9EXHpVsc/OiJeOHJsoNJUSj/k+Q/VrlL6WsT2P+dtiogPx/Az3ZEx3P/eu9U/c1IM/6D/ooh4fYzMdVmWnRzDG6avi4h9IuKOiLjatAkYK5XSF1l/4pmiUvpcBPMfnnkqqf+9JiKuieHfDn7213aM9MGfR8StEdEUw3PcD7MsO3iLum+MiIsioj4ifhMR342Id+V5Xh8R02LkJdAsy2ZGxOUR8a6IeE5E/GdE/Czb4l8mBCpEpfTN8yLizIg4ISIaRs63fiRbEsO/Pfx1zrw2y7LxeZ7fEhFfjIgfj/x+kXzJFE8fL8aMkTzPn8zz/Po8z9fneT4QwxPO0Vv9Y1fmeb5i5D/z8OmIeH02/CfMzoqIm/M8vznP8815nv8yIu6J4U619XlW5Xk+Mc/zVaIpgxHRlmXZc/M8X5fn+V1b5RfmeV7O8/y+GH5QdJ3vwjzP/5Ln+fIYHmzO3MZlAHaZCuqDERG/y/P8ujzPByPi4ogYH8M/xqfcmef5vDzPN8fwg9+siPh0nucb8zxfFMMLXKBiVVjf29rmiLhgpD+VI+JNEfG5PM978zx/IiIujIizR/7Z10fE9/I8vz/P8/UR8dkdOA8wpiqo370+Ii7K87yU5/mfYuRhc8SsiNgnz/PP5Xn+VJ7nD0fEZRFxxkj+7oj4ZJ7nj+V5vjGG+9xp2d/+2frPjqxFy9t/dYCxUUH9kOc/VLUK6msR2/mcl+f57/I8vyvP86E8zx+N4R8Xtm7zl/M8XztyvttiePM0Ynh+/FKe53/I83wohjdPZ2T8W/PYxSqoL7L+xDNCBfW5COY/PMNUWP/7zcixNkXElfG/z3MvjYi9Y7hPPZXn+cKIuDH+9hnuhjzPfzvSjg0x/Ox4SJZlDXme9+V5fu/IP/fOiPjPPM//O8/zTXmefz8iNob+PQPYJSqob74jIj6V5/mD+bD78jx/cqTuVSPtHMrz/F8jYlwM/8tKGCO8GDNGsiybkGXZf2ZZ1pUN/ydRFkXExOxv/9t9f9rif3dFRG0Mv0HdGhGnj7yBtjbLsrUx/G/27VugKW+PiIMioiPLsiVZlp20Vf74Fv97fQxPnsrW7Z1coD3AmKigPvg358mHX3h5LHT/2bJNkyOib2TS3rKdQMWqsL63tSdGHvz+anL8bZ/acm6bvFU7t/zfQEWpoH63db/Zsn+1RsTkrc7ziYho3iL/6RbZH2L43zBs3uIY9ENUrArqhzz/oapVUF/7m/O457wsyw7Khv+s9+Mjbf5i/N//RK7qm60RcckW7S1FRBbDf/0C2GUqqC+y/sQzQgX1ub85D/MfngkqrP9t3WfGj7zQOTki/jTSJ7dsx5Z9Zus57dQYfgmgK8uy27MsO3KkvDUiPrJVm/cPngdRYSqob+4fEZ2ijR/Nhv+zgH8eOcez4//OhdiJarb9j2CUfCSG3/p6SZ7nj2dZNiMilsbwAu6v9t/if0+J4Tc0/yeGO+qVeZ6f83Qbkef5HyPizGz4z4e+LiKuy7LsOQUPt39EdGzR3p6n2z5gJ6qIPrj1eUb64n6h+0++xf9eHRGTsizba4uXY6Zs9c8AlaaS+t7Wtu47PTG8CL5/i7b8tW+ujuG++ldbthmoNJXS71aPnGfLPvVXf4qIR/I8f4Go+6eIeFue57/dOsiy7ICR/8n8h0pWEf2Q5z88A1REX9v6PNt4zvvWSBvPzPN8IMuyD0XEadt5jj/F8F/D+OHTbCsw2iqlL7L+xDNFpfS5vzkP8x+eISqp/yk9EbF/lmXP2uLlmCkR8dAW/8zfzGl5ni+JiJOz4f8M0/tj+D/Du3/8b/+7aCe3GXi6KqVv/imG/7OeK7YszLLsqIj4WAz/pwTvz/N8c5ZlfVu0j3XmGOAvxuwctVmWjd/i/2pi+L/TV46ItVmWNcbwf/N2a2dlWXZIlmUTIuJzEXHdyJ9AuyoiXp1l2dwsy/YYOeYrsizbL3EMK8uys7Is22dkMlw7UrzZVHE+PfIG3qER8daI+HHB4wCjrWL74Ii/y7LsdSPt+lAM/+nBrf+s/f+R53lXDP/5tguzLNszy7KXR8SrC7YB2Bkqve9ty9UR8aksy/bJsuy5EfGZkTZEDD8MvjXLsheOtPPTO6kNwI6q5H73k4j4pyzLJo3U/8AW2d0RMZBl2cezLKsbOde0LMtmjeT/EREXZSN/GnukX55coA3AWKjYfsjzH6pMxfa1Edv7nFcfEf0RsS7LsvaIeM8OnOM/YnhuPTQiIsuyZ2dZdnrB9gJFVXJfZP2JalTJfS6C+Q/VrdL7n/LfMfwXZD6WZVltlmWviOHfEa5J/cPZ8G8Nb8qy7Nkj/1m0/vjf58bLIuLdWZa9JBu2V5ZlJ2ZZVj/KbQZ2RCX3ze9ExOezLHvBSJ95UTb8LyjVR8RQRDwRETVZln0mIhq2qLcmIg7Ihl8yxU7Cxd05bo7hzvfX//tsRPx7RNTF8Jtnd0XELYl6V0bEFTH858/GR8QHIyLy4f8m7skx/Oc9n4jht83+XyS+vyzLpmRZti7LsilbZyNeFRH3Z1m2LiIuiYgz8uL/XdzbI2JlRCyIiH/J8/zWgscBRlsl98GIiBsi4g0R0RcRZ0fE60YWnNvjjRHxkhj+k6EXRMQPtrMeMBYqve9tyxdi+OWz30fE8oi4d6Qs8jz/RQz/9+lvi+G576+bPBufxvmA0VDJ/e7CGP6zpI9ExK0j54yR82yKiJNi+L8Z/8hIW78Tw39CNGJ4nfqziLg1y7KBkc/xEnchgF2okvshz3+oJpXc1yK2/znvozH8XDcQwz80bPdLZnme/zQivhIR12TDfx58RUT8w/bWB0ZJJfdF1p+oRpXc5yKY/1DdKr3/JeV5/lQMvwjzDyPt/GZEvDnP8w5T7eyIeHSkj707It40cqx7IuKciPhGDPfzlRHxlh1tEzDKKrlvXhzDL2vfGsMvmX13pF3zR9r0UAyvVzfE3/6nna4d+f9PZll2r/30KCzLc/4yD3ZMNvznQx+JiNo8z4d2cXMAABhzWZa9MIY3YsYxFwIAqhnPf8C2ZVn22Yhoy/P8rF3dFgAAxgrzHwAA2J3wF2MAAAC2Q5Zlr82ybFyWZZNi+N9U+jk/EAIAAAAAAAAAAFQ2XowBAADYPu+KiN6I6IyITbFj/z1sAAAAAAAAAAAA7AL8p5QAAAAAAAAAAAAAAABQlfiLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqlTjwv7fhPzvLDXMNBX3EuWrTZ0Bkx1ksgLcfzwqG91TAdsib7ksy/jvnD0THGgyNy4qk0zWWDCrK1DPHW/QZM6QKO83dTboKL863637n2q8a3i7yWYcqrO+Lp3Vr0uX10w0dcw9NW26zs69VWeVoMVk531FZ8vu1tmV1xduTkXL8927/1W6tnE6W7mx2DEbRPmfO3WdFfN19r15Ovuh6etrdITt5PpfmGlktDtm2WRqyt9WNpbqC9RxS6Aiyz7Xhgkmu9Bkn23VD9+n/eLHyfJlixfoA665U0YnzGySWU10y2yoOV2vftrRss4Xxp0ts9G2yGRzzPPfnhfrbtZo1taTxI1QrwbuiBgyN2NPSWczjkiX15mdpUmm7W5Dqs49gxRQb+ZGdyrVN90Y5tRsNucyBx0QzzxDZvAYcJl5hnL1SqLeQJ+u0+8mb93VI9QxXZ2yvrnzFbWF1p8nmtOdKsrvMXXc8v4NJjtrj3T5ik26jnssf+VEnZnH6Lhqbbq8x9QpOv9dUeB4qExu/fna1cWWmePF4F1bq+vUmImnxtSrE/9qsVuLmcP5+c9kRYw3mWuj+mzuM7u2F/3Mqp5ru/vMjjum2m41y61YarIXZ/ua9HGT7Tj2X+AdoqM9xJ2/ySz87Eb9Y9vToKqi+l/2kS7d92rdk4bIymanpGayzprNbnaRCelRkw2YHxgGV+psodhcXPXP29OihP1MJn6Y2HeqrtJqrmGL3vOItjZTT1z8E3U7PnugXvm/W58pmk22UJRfH0tknTtD/9CxdLW5BzrEPbxiua6zYLGM8nl/kXMffzEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCValzY8PJRPtu+BbNRlo3dqQCMln1MNlWUN5s6k012gI5qVb1aczyjrq5YvXI5XT5Y7HC+4oDJ1OcuejzxuSIiol+UN5g6Bb+X3UFeoM7A3jobmqWzO+7X2QkHpss7e3WdvtU6u9/dAxXuY2fp7MGVOrvy+tFvC3YvE0y2vsDxvv85nc3+6LNl9uYX/1lmh88WQYs+16R6nd2/WGdTxulszcZ0+aVn6Drvv0ZnRcbSZ6rRfoZy9321csuSu0ymupJbbqkuG+GX1dGvW1lTakqWT6ppk3WOOlqfqrVeLxb6zDqiq7snWX7C383QlcaQejTZlsGPLZfZmmnTdaaeeRrNyUomM/XuFN9Lvzleo5knGs080ZP+miMiYn13urzVrGdrN+isVxwvIqJGtHHaTFPHdPaBNTrrM89JA+Ia95q1c96hM/vcNWSylaJir+m0TsncPJtUI68zBzQXOH64HQ36v1yfvkeULzN1xpvMdIkYEH3pqlW6jvsqS2t19qCpd4Uon2HqHGOyI02mhqOvmzpF1s7YteoL7ouNF/VqzRhcY/4VYfcjiTqka7o7nqtX9JijfTxVr+jximbqfEWvb5HvOcKPz4pZKsTjud4Ye14mNtrikQKtwDNF2/Gfkdmv5l8oM/dMeesv04vT+7sflXVKpT6ZLVu6VGYdV11iWlKF935Dwcnv0a50+WJ9beMhs07fw/xINvukdPFH22WVT3xAH+7gaJXZMpN99TvpZ+El57h75imTPWYy8WxSa54xhtLXaThL76FERESNmZGOS38vPzhQP6y79fvrTKZHjojOSD8ol+JRWafHbTa4h1f1Y9Iac7xysZU/fzEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVanZ1AwBUgHEmO1pHDcely2uKjiy1OipNNvXqRPlQwXaY9g+qNvYXO9Vg2YUm21DgZOMLHm/AZOpauWvvrpW7Hi5T3DXcDbSZrFeUu65Sr/pKRJT7dDZ+D511intgwJxr5TqTrdXZaMtMlhc43js+/WKZ/fPl9xY4YkSLyboLHbHyvfUEnX3v5rFrh7s/PnBUunzIjFMdHTo74zSd3TBPZ+W1oh1LdZ35r/+zzF5pbriWhnT5DR/Wdbo7dXawGaxWmXlnw+p0+amn6Do3/1RnN23U2Vhqm7jjdcZyvMToMMNAXGWyqaL8TlPnPJO5pV0MmIGslF7gDXXrOn11+lMvW3ylzIb6n5JZTct+yfLe1/TIOhHTTTa63FR1jqu46UU6u+8lpqL6Rt1DWZfJZsuk/5pTdvhcJfmwFlGybXRXKz2XdcVnTB3XA39istclSxfFGaZOkYe1iNhnhs7qxUT88LXmgLqPRTSZzD3Mqf6+xNSpN5mj1yzF/LBQrStMNk2ULy50Jj8+965Kl5ttlGg02cEF631FlM83dVxPP95ks0T5oabOz0zmrq+bQdSSdr2p476X3XybYtS5fQpnvLjIdeZfAy54KnkPu+O5zPWJovXGqh1Fj+f6hNuuVOfbGeeaYLLR1myyP+cPJ8ufnb3S1PrV02oPdg/nfOV2mX37Y3MKHdPtf7a0ptdwQ3V6x7q3VNJZ7xqZdUxRs35ErJokgmJ7rRWhXPBHkEV3p8sf/rY5nhkVN50oo+Zp6e//168pdCbL/QZS9470c8tJ57hd80cKtkSs7vStG9FkVs515rucrp/Jrz4k/Uz+BtOMl6zV2ZKl+leEK47RbawXz3gDZlVds9ncBSvNavwPK9PlnSt0nYI/jvAXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVanZ1AwBUgBaTzdRRf6MIxpvjDZnMjUiuXslkyoYCdSKKjZqu7WWTDRasV6Qd/QXrKa7to821r0jbK8gHDtRZTVu6/Du36jpLntBZdoPOch3FBtWX6kylgiaI8vUF6kRETDVZl8lUd3m43CfrrFhuDmh0F6u2W/vezWN3Lnd/fOkcnX3wQ69OluelJbJOZiar0qNPyWz8gG5HY226fM4PdZ14VEf9V+qsQawH5t+i6/SZG/icN5t2iM8VEfHgH9LlzWpNEhH//jmd1X5GZ0s26uwTJ6fLe8xn7jNz40CDzkpiQJq0Vtc56iidYdcpumS5Q5TPv7lX1rnpgEkyy26fp0+2Sd/EG0rpyWyge6msU65bIbOBbj32DZi+NK1FDBJrdScbnKiPNxh6oJ0Q9cnyRWYx/s5Mzy7n5G5V9WyTucV1hyjfbOo4vyiYKS822b0Fjud822SPFzzm3aLcPUC5hXD6noqIiCcWmGyxCP5ozlUp/ryrG/C0uEfvGaJcfVsREc0mazWZGtWPN3VmmGz2CSY0eyyX35Uuf5s53E0mW2ayI0X54abODJPpWTOiyWSHFqjj7huzvI9rTFatJo0rVk89MphR1m7puUydy21/mkcaO0sU2XZ0dYqeS9Vz19d95qLXStVzdZyi9caSejTM81/KOln9K3dOY7BLnHLeT5Ll3/7YnFE/V2aykw9Kl688SI8sD/6P/qFpaPAImXWu7JFZ1yq1MDlE1vGjzmg/gxRQY57vyiZ7WD37uR/IzpRJ4xk6++4X09/lWI+jJ8rE7ew/MrqNaDhaZ61mZpytV31nv0H/8HqGKF+pzxS1ugtFdOn7Y1XoijXiF5I+tz9RMiuPsll5dInfVZbrfSO7qDb4izEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKpUs6sbAKAC1BWs1y/KB02dWpO5EWnAZKUCx3PtcO1XhkymrlNERLngMUe7je547v5Q34v7voreb4pru2vHGDrnMJ1ddp/Ozn1YZy0iO+8gXWfpQzrLdWSt706XN7abOgXPtY8oL/o1Ly9YT5k+45FRPiJ2NjcE37NUZ+e+++fJ8gEz3p9wks56OnR2/Gydtb9ZvOP+rCZd6cDHZdRwvq4W49LFc1+jq8y9zRyvUUfru3TWpOrV6zptM3X2mbfprLFBZ61z0+XrzX3Tp6N40NyMneKYt4rxN8LfU89Ebo7LCh5TLT/NrV3oeBERvbKSWQRd/QUZ5Qu+revt8ZSMBgcWJcvrYoms01irP9mAWRP2yA8d0bk0Pd/edt08WeeK/itlNmt6q8y+/MqvJsu/+PWzZJ3ippnMPbyMF+VmAgkzWMWTJiuieZSPFxHxAlFuJtv4t4LnEpPIFDOBOOWCK9cnFhSrh6ftpyabKspPNXXc4+u0A3XW0ibqLNZ16tyzd4uO+s0QoQ55tjmVW3M3iTVmRES92MOYbCbbJnOB3ZbIwdN1NlVME5mePiIOMJkatiPiR33Pk9kdpcnJ8q5HO2Wd2lp9E0xp1R+gqTn9PDFVXYyIyESdbTHLePudqU9mLq/djiqyhVj0eEW3K1U9dzzXxiKrC3c8l7nvxbXDZfhf+cAvd3UTqkLzQW+X2ZqHrk4H487UB6ztkVHj7CNl9tN/PV0fswLYccAMSE2NOpxztH4WunLp3engYbfx4VYfLzbZvSYbRXaR5qiNKrPxNUU/F7a3iwVmRJw4cftatMscaBaz5jeVQtrNGudVerXy1nfMkdlRoddU80X5Fav1s+SKW8ymdMc8GXW16/bXNaX7bG+fbke5vEG3w22Mqma4zbK1JjP4izEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKpUs6sbAKACNJnMjRIDorz8NNqiDBWo49pRb7LaAsfsN3Vc2wcL1lPqTOY+12i3w3H3lPvOitxX7nsZQycerbMf36cz1/xuUX7ZQ7rOLZ/U2Rsv0lnJtCM2pYv7dsIKo0WUH7yvrjM0XWdX3vq0moMq4IbMW+/RmeoTbij9nunrjaaea2T7eaeJ5CfuiNq4IpWeraNj3AJDm3BYp8zaYppI3EilJ8CZsx/R1fYyny1mJksnHLNY1piw+SmZtTyqz3TsEenyN8zWdW5errOdQd37+puMWGEyV08t4b7zu2tlnaU/vU4fcMgsdEodMqodfCBZ/tT3/iDrTIl2mTWu7ZXZURPTfenUs9TMGHHx9PNlVuqYJ7NoelxG5dKCZHl/372yzgrdJWKyWSvUma9lkujS5TXq4STinqVLZHbkTP29KB2Lb9/hOtvWbDK3sEqPR56beZ40mRoX9f0Whx6ns/tbzbl0n45jfpksnj5dH2/519x3pu/hCHETr3LXvdicFDHJZI+ZDE/Xky/VWeO7TEXxVbe7r3mWydpM9tznJYtb0tPRMDd0HKT7S8NmPb+c0T85XT6xwZxMrd8i/OaMHtc1t8Ivmqm+6eq4cVZPcpm5HnPk+dxmyWhvSI3+g767iq71qiXueK71RbbTxheos612uEwd07V9tNvoemzRa5+ZDBh9L5LJm944V2Y95dPTQb2u096sH4be8A7zQF8h1NPwHb/pknUG+vVudndPj8zK/WqnOyLaxZz6sNtzciOcW6un11sR6fXPMPcsITSYEdPtUYwT9TaadUe9zt7yzmL7dpUga9fP8fnDo3yyOfqeOe0denE/EHof4v2/vFpm6xeIWdPsr0SH7pdRulJGvXNOkVnTQPqz9Xfr/asomR29LrNm7Xfr0tHFX4wBAAAAAAAAAAAAAABAVeLFGAAAAAAAAAAAAAAAAFQlXowBAAAAAAAAAAAAAABAVeLFGAAAAAAAAAAAAAAAAFQlXowBAAAAAAAAAAAAAABAVeLFGAAAAAAAAAAAAAAAAFSlml3dAABj5CCTTTdZuUDm6jgNJqsrkA2aOq6NQyZTx3R13LncKNxYoF7J1HHc9XWfTbWjydSpN1mvyQZEufue3T21E5w9Ll3+1a/pOpPM8foLtKHDZLXme/75ZTp744d11rUuXZ7fZxpiuK/s4CmiDat0nVZ3LxbUJspXjv6psLOJPhsR0WvGvnzT6DbDDd033K2zmnN/kix/7+nmgC+fYMJmk60xmfDjP+qsxbSjfrPODlMThZtQzUCwl5sA3QTeJcrN5P2sVp0daEaQA1uSxQ2DK2SVKSVzDY29rr9UZutXdOqKi8WNunSprlNjrv3Akzo7SZRfo6vsDHL58T09EzeYRVC5V3+fdRPnJsunyhoR09r09V1UNoux+3V0x4p7k+WDZkxsOFBndaYZK83cfsLZL0mWH/xadXNEXDM/PV5GRBw8c8cXC10rzT1a0OyvXS+z8aa79InheUCtnSOiZ40Z34Z0Nii+tNrGWn08c6r1dWa1O/g2GX38++nx9M4b9eFioj5erD3CVFTzy2JT51cmc/Pwq0w2llwbN4jyYvNOpWi88xUmdeuB9Bwd0W7quDWLW5eIUf8Qt35zzArUrVkmzhSBuU5XvVJnXWat8MlfiGCWrmOv4e7A3W/qOyuycRehN1ki9EbQeFPH0Wvkoj1C1XNbTma2sp9M1StSJ2L0P/NYnstd38xkwNh6gcl+JpOh+kUyqy2ln9f2GdRzUnnl1TJ7cJLeBG8/9RSZKW4P+cGNOls4f7nM7lq8MFleKumztbYeILPu7m6ZPTGg1yUNDelRrn8fs//yhI78DxfqudztuL/MnSyt3o2mZu5uFfUe0puY7dP1dTpnX9OMCjetTa9X9V1dzNwvnCuzo+TzQMS533mPPui/6/Em7lf9wf1g+IDJtMErdTvK75udDrrMj3gdpq+UzL3dK47pFitrTWbwF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlWp2dQMAjLLDRflsU6ep4LkGRHnJ1Gk0mRuRXDYoyocK1InQnysiok6Ul02dXpPVFzhXhL4erk7R61Hk2jvuWhX5zEXbbsydqLP5a3V25cZ0eYs5V/d2tGdHZCa74VM6u+T+l8nsjz/ulNmeJz6+Ha3afv0m+96qAge8T0czD9LZW07X2XumvyhZfv6Nv5d1Lr5KHw9/q/lQE5r+XtOXLu9+QteZ1KCzKZN01iPONWnmnrJO161P6QMaCx/a8eyuxbrOG2avl9nU+jUy6+lM1xscr8/VuVRnA6Hb0dim601tTY85x56k68TMx3Q2cT9TsdZkj5hMaTeZmxzFwqRBT3JDDcXut/Wnvb9QvWL0PRBmfG4Qayc3f4ylQbOQrI0VMrtz5UqZTT5obrLcLXN63PpopbvftMFNO17nDWe+QGZXffuPhdqxYkV6cX2wuSCZeQaptYt/4Z4dr7ItJfMM1WTaXyeGqknmGW9am15019TorEu08Z4Ofa78sk/qML5oMu0rL/ppOlj7MVPL3G97fElnM8XYfc98cy7HjH3xXyZ7SbJ0wmHn6jP1mSeNVeZLs31C3VjuYVOPb/5caiBzD9jugdLR19G3Xzzpbb5S1li4xy9k1ru3PtMZA2qO/rquNIa+Uj9BZuevK3bML//L0cnyj/c9amq1mqzoZoTi7l+3MnHtaDaZmgzcJpzrm24z0K2DFdcOzW0TOuobM48nhbacIvTVKHo8V8+1vwh3LpcVuQOAnUPts5xi6hxnMj321dXqOWQg0munujo99k09QB9v4dXfltmycnp9saRulqzTazZg6st67XT/ghtltmZpenOpdrKeq5Y1LJNZv3ngaW7V12qoVqwJJ5lRrGTmv01mhNvjSFFHP8tH6H1zacjVMfPpAaK8dpqs8p6z52xPi3Y7U2bqz7w8DtEVj0rvr0REfHLRxcnyL5h26J3UiHNnmR9j6j+oswPFc9yQWV0U+d0kIuJW/dtO6aSudDBo1rL9JlspjhcRUdqcLj/6+brOLUX2ZvmLMQAAAAAAAAAAAAAAAKhSvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqlSzqxsAIK32LJ21z9TZClGed5uTDW1PixLKorxulI8XEVFboF6pYDvqC5xrualzl8mOMZm7jkWufZHPFRExYLJeUe7uKdcO9z03inLXdpe5akX7hOC632jLTaa+roiIji/9VmY95nqcIsrnmXONpVaT/eKf95NZ82u+KrPFV12eLL/4qu1t1eg47fh0+XW3jm07RtvB03VWb8aPRjFW1ZvV7njTjrsW6KypKV1erntK1unZVx9v0I2z60wmXNOhs6vMgJTHeh2uThfX7qOrvOd9h8js65c+oNtxnz6m0n61accpJjv9MZnVHvNqXXF1V7p83826Tiw2mZnAH34kWbzoRl3lirt1NudjOrt83U9kds/iO2W2omNNsnwoGmSd+kl6hL7lrPNlplz3H/rGP32/F+qK4t4uqjb6TaoHsZ7eHpmtEuVujhN36LCGZp094SruuE9d/keZffyLL5BZxzm63l13p/vE1MW6j00xXWywxwzCE3U02jouvVJnT7iHjUWi/L+fVnsq2trXju7xNq3U2T1qbGk3B9T3b3EtydLJjeohKWJll9odiPAPSu6pQfWXIg+vRbOibXemFcw6k6U37fELWeMk1wyz7hts/Uay/OwufQ/YmeI383U2s01n116aLJ5m2m6W93Yr5fy16fKP280eNzsWvRfVNS66yWL65mY1pkfEs9RnS48Pw1wb3caHusZFN/y0okdUz3LuE7tzuUw9UrotLPejizuXe0ZVXDtcBlSO15tMjadm48M+e18rkzt/erHMfrHwomS562O98VGZHf/w6TJ7yZs+kSzv7jHjfbvYqIqIKJn10T1LdCbWOYMP6Ws/6Ea4ffQcXS7rZ7L6uvTIWG7WnzlvMOujbjP/lcT9tsmt/QusP6ea548Bc1c1idllUH/evqFB05Ddd5a48S1mhfmW+8esHWZ3JeYdpvvsKf+UHlMiIuLDYuNurh434rKlpiVmv9e5VoyXx83RdUrmfus1e6bqWWJBev8nIiI26sjhL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKpSza5uAIC0j/3TP8hsaHy3zPpX/D5Z3jVgTlbe3laNgqLt6ChwrjqT1Zusp0C9u7bdnKTFJms1mfpsQ6aOu75Fs9odLN8Wdy73nSnuehiL1hWrN5ZOE+Wdps41JjvW9M1zLny1zI675ufmqDvuxMN0Viv6Zu8Tus7336OzZZc/JrNV175RZgd/6BMi+ZU+2U4wrSld7obZ+TulJaPLLU5rTTipNf2+d015s6wz1KuP95q5OqtrSJcvM2NYbbvOFru5YG+Tiblg0PSJGOXxzZ3ra//ygA5Hee3RsVpn535LZ9+5TmeHt+rxraaULj/vXfp47Sc9pcNunS26Nl1+xe36cPf06cw5cq9GmU2brW/iJY2TkuUn/937ZJ2W0Ocq4rRn6fYt78ll9pLTjpHZ+ut/XaAlegG6ZOMSmeUr9fpeDVXiNoyIiMEuE/aP4eLf9M1vLdCDcO2hut76+9PlP/7Py2WdY497vszqyuNltsJ8Z6PuiTeP3bmekV6ho3Ftpt5gurh5lq6yyj2EmME71pss3eNX3najqeMebPtN5lZjavwo+kDpRjK9Vh997gHWXY/JydKpR+kaDXfo7KF9ddZ8Rbr8osmfk3U+Zcbgot4ryi89Vdc58eg9ZXblZ/Qa6OxfvUwkbg2x0mTue3YbSOmnqKUXvk7WePFnXX8eXe5q/Px4nc2er++diLeJctefxXi5DXoW9ls66hsr+i27rMgPKK6OyyaYbIUov/B3us5P/k5nmTkXUMwhJjvbZG4n6weivOg6QdfrXbpBZq5vKi0uPFBv/B/72jOT5Vd+/Nv6eOPNmuqhO01DzL6NpOd1S22mRcTB7dNk1nJAeqarqU+vwyIieszlWNapN0zWrxRr5JL5YeJh3Q5pum5Dc0kfb02jmOVWmj6k6oR/ItDfFrbktl7SO2XDapv0Htbgwzelg7nn6wOe/B86u6HgXsMdYrysM/skDW5lWmDcdvvYe+z44SL4izEAAAAAAAAAAAAAAACoUrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKpUs6sbACDtokN/UaziPqL8NFOn1mSDJmvcdnP+j7LJBky2xGR16eKz3/kcWWVSS4vMfnz772W2plcEe8gqEZtMJtoeEcW/lyJ11OeKiCiZrEGU15s67h5ws5K6P1wdd32NzGR5sUOOuiOnpMsnr9J1lprj3blcZ+Wr3U0wum6+T2fTChzvH7+ls8UFjhcREVd9MVncoMbfiJjRrrNFdxRrxqJF6fKGfU2l1cXONZYaTZ+uqXu2zDpLf04fz419/To6dY6eQ6a1tyXLWzt0R1pYXi+zbj0lRZ8Zx/rFuJiZeyAfy3tg3Rieq6DlTxTLlMs+rrPzzKDT3mSOeXm6vLFV15k6U2fO6z/ySR2WumTU2ZleSMxadLqs01JoIVmMmz++9L7zZXbu9b+WWe3x6fLcLKruWPyobkjXkIzuvGp+srx++lR9vP9M14mIiI1362wM9V+THrcjQj/TuOPd9ZTMBmfrerfeslBmn/7MlTveEOwAPa9HzDWZmjj1OGVHgmY9CNdOTS/ijpytb6oj298ns8nNuhl6FNCPPPXuucvo7dZZj3k27OxKV1zWoR/Yh/6gv5c1D31In6yQNxasV/ShcnqytH3Ro7LGn9d+Xh+uoU9npfTTXM/qR3SdnUA9zt+wQNc5+Tr9UHb2B04yZ1P3jnuydd+XeSgzT4cvzF6bLO8wRxtL7mn99bfq7BPZZ2T23nVis2evc83Z3PeiuWHMjYuqnrsDXDa+QD03crgtvaI/yKih+7pXv0HW6ev5sczGbjWO6vMSUe6evNy6+oGn0ZbRc867ZuzqJkRERG+dWuuaBdxD5vkv9HOSNyFdvPcBukqNGU1rzKhTpzc4Dpya3oNb1aXXmFMa9Eh78Fx9n3bOTo/eK/6gr33pWwVWBMtvl1Fvt3lgKKVXYs2zj5VVDn65PpxZeco1n2ldxSjy01mEn7uVZSYz287RaPaC14TY65mefvaIiJj5b/r5dOkrzBrtrn/TmXLrH3V2jJofIiL2NFmBccr97mrwF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWpZlc3AMAoe0KUf8vUOchkLzRZoyhvMXUGTNZpMvW5ImLmxHT5B1pOkXXKQ0MyO/yINpn9443/lSzPZY1tmG6yQZOp6zje1Kk1mb4cPiuLcje7uHugiJ0wkzWZ7BfX7Seze+Y9lix/51X6eO5rcbfAR1bt+PG+fYLO3nmzqfiV35pwdLm+tFyU6x6r6+wM/WacOuFcnZ08W2cf+YrOFop7oFlXicxk9SbrN9loG+jW2R2L/iyzfaamy1vr9PHqzXhU4+rVpQe/yWbAnGyO16Lm04gYcAOBuAfycabO3iZz59poskqw9wSdrVs/du0wLr5BZ8376mxQ3DsbzPzXvXT72rS13rYzdTu69Yha3tCTLL/s+sWyzqxT27e/YTvRgwsWFao3KMaqw878J1ln+R/MAe/TUX7VT5LlCw86RFd66AFzst2AmVOLuKfjEZnVDOmJp/vWp0a3ITuF+vedXB9zDw0NJhvthbc7lzEuPQ9njfozT2nUk+2cWbrea16bXqjNmCmrROP+Oit6BdU6rdfUeXCzCTt0NGAeKJp60w/7M6bqhU6jWWRe+dCHdKiOF6+Q2dSTT9/h4w0zF8Q+HarFpFnQTnyzOZ65WM9tTRZf+r3DZJWFb00/n0ZEpGfuYZNNpup9da2u01Hzdpl9/M//rCvupa6VG99ML/vLBTJ69t66HUWehdxz+VP76OxCM/99VpS7Z7zHTtXZ+utNO/b+ULL8gtyNOqeYTHPXymVq1DGPXXYMdvVU5o7nvpei5HbrgH6wdVtw5jEUiIiXmUwthNyzVeU/n3z4o27UGTtHzk5f3/l7mB9dNnWZIz5psuebTKyBymIDLiKi3bSxRu+ZPdij105NnenRqnOlrjPriFkyO2aO3og9WDRxcpNeHV3TYdZ9ygq9EsvN4Wpbj06Wn/DGk2QdN1e5veBKmSNWiHL3U6Lb3nSf61BR7rYn1M9j23KoeWZcc9kVyfLWU/Q3Vu9+w6tzq5xRdtt/62zic0xFN06NLv5iDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKpSza5uAIAK8JDJWkxWK8rrTJ2yybpNZkwW55s01CzrDJbWyKy2rIfGaeIzL98kq3juegyYrF6Uu2s/VOB426La7z6XMzjKddxnNo48XGdXXfKYzN5zXLr86pP18c68YTsbtZ3c5XjnzaN7rkqxclc3YDv87HKdTWka3XPp0c1zw0B/wWMW0aTmlogYNA3p6RKB+WB1fTr7t/98UmYnzE5nfaoNEbHM3ajmM9eZLPYW5W4M3miyfU2mjrnW1BlL69bv6hY8LWtKJhTfWcmt3wo6+D3n6nC1jsody5PlD3aueJot2vk6li4oVrE3Xbz8muJt2VFTH3pAZh1j14zdwho3Btc9NWbt8D5sMrN1M048AMyeKau0NOrJscYsoGvFqQYGzMQzqFenTXWNMqsv6wlwckt68TSpUS+qmpr0uVpbZRS1otr9Zs4fbxbkfW5eN/XUemDQzB+rzH1fNl9ZnXmGmiHugTse1R+sfqa+3+bc+O8y61ybnlu642pZp3TDa2UWkZtM3x92oSa/NLfAdws1MblERES7OJV4CI2Ijvi+OZ7m1v5qfnFXcMDsl/xs7/8nsxmRziZNNMdbq7P0HbVz/LsL36ejD5uKn12bLnd3dhyhowmm2pLr0+WXjf+irHPOhtNcSyS3jVWk3nhTx/Vm9yOJyjJTZ2fYRwVNesxx1wOI2NNken4JORf/8Wm0ZWw0mCx77pg1w+peI9YKm9woJtYJERHRaTK3GSFWBO53kG79e0y0TZJRuUavJFY8mv6RZFW3XjzXd+sF7eEbZBTTxGVsbdQ/ks1oNRO7stystsr64WSwKT2qrzBf4wWmGW79Ntrc+tL9ZLFMlLsVtVtbuEytc13Pc9y+jHtamHvsrGT5kg79g+GiBbfrAy660ZxtDK3Ve+1jib8YAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSrwYAwAAAAAAAAAAAAAAgKrEizEAAAAAAAAAAAAAAACoSjW7ugEAKlydydQI0m3qrDDZPdtuTkptffodv1X9uiELb5mnj1enP/Th5ecly5fH47KO1W+ysskaRfmAqTNkMjcb1JtssMC5HHe/qcxdp1KxZhwzW2fnfk1nN9+RLp9RrBnPTAe+W2cPLxXBf++UpoymxQ8Xy0ZbVrBeiyh3w31RJ8x9scw6+++V2ZSZ+yXLB3p7ZJ3ers0y6zLj6Y8XpMsPb9N16tRFjIhli3S2Xo2zERHNotyN2+5Lc+PpWpMpe5hsU4HjVbONu7oBw+z0va+O6hunJ8tnHZEuH2tdJlu4qOAcUnNIuvycI3WdBdfp7OE/y+iUM9Jz4+HX/Ies8yl9psoxzvx7Ohv1+FyIuwkqpP81nvBWmbW36b6khvx6Mxe4pf8GMxCMF88gTU26zmQz/61ao7PSBp1NmybO1arruMeMyWo+jYg6cZuWzS3aZG7tFlNv0Mz5vWr+Nh+s3nyuQfOcNGCeUVeom6dN31UzTtLH61x6osyObD83WX7dBWbBsmmJzixz89iFleJmVHc3FniAPeFMGc2M78tMPVlti9qKcJYXPNdiFawteMAx5O6oMGPfrWtHuSGfN5m5FVX0aTNnnnPbeTo85jYZjfaPE7Umc+dy9Yo+R482Naxn7e2yzs9W6+OdY9b3eKaYazI5CkfEH0e7IWPmE+4ZZAyde73enLnstONFMr7g2fT6Ipuia+WrnhLJk7rSWrOgHdSLwromPY7JEdrMY0sWr5RZ+7RZMvvgIWKl81x9rhUmk5b36azRLMZb0mvMt7xcV7FrklHmfvq73mSL1upN2L6e9MKpZryeuRub9QPqpL30jdMpyl3PM4+t9nrU/Y/OOhcuTJaXfvQDXem2H5mzYUuVMQsAAAAAAAAAAAAAAAAAo4wXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVeDEGAAAAAAAAAAAAAAAAVYkXYwAAAAAAAAAAAAAAAFCVanZ1A57JLr6iLLPz3lI3hi2pDPP/R2edXTqrrU+XN7XoOofupbM2HVWvcSYrmUx9L/rWjrh3283ZUfMe2pwsn7Fksaxz59I/y2xGm/4AfR2j3DdrTdZkMnHfx2DBdriP5b5PlQ2YOm7mce0YEuXuM6s623D49OfIbHo8KbPloryjWDOemR6+2oS63+J/NZrMDTmunupmE0yd9Sazyr0yeun058ls6gtnp4PpeiC4Y/ECmfUN6PttyuR0O3r79IBZrtUDY31Teh6LiFjv5mF1OjfOtjxbZ9073sda99HZBjM+r1m7w6fCGCj/RWduSu0U92mDO5lZjzsvfO8nk+UdHZN0pTYz+q0r1o5YLRZjly0ylYrNY6+cmu7UG0ydWSZb4k627yt0VhZf9NrfuyNKLbPfK7Pu275R6JjSxtE93M5QuvkcmS2OqbrixOZk8YRG3ScmNaXrREQ0NuuHkBnT2pPl5UG9iF9V0lm5pCe52l4zb9ak7/BW09Xd1FhvnndqxTHNciXKZjhy+xQ9Zt9jgzhf2Xywsvlcvab9T5i1R2ukK/Z++z9lnVs/pb/Lzpgns6aDLk6Wn/ZvP5R1ulbK6Glwo61a7LhVt+NW5IpYA0fEvZftJ7O3nfOYzFrN2dSt801T55nIbYmEfgSJZaPcjm6zzmkxmRpa1phz5Yvulll2jKloFNnScVtEu/sPIdeJtXp+8z/JOu+crLN3HfOPMvv1wiuS5XNkDeyOPhifltm34sMyK7r9XMQlovwNpk6PyWbe+5Wn0ZrR87XT9BytvcRkeuG3YNVtMjt2f72OiEgvrF773g/KGvO+NV8frny0job07kFTY/rZe9rMybLOihUrZDapsch6Szu4SKWy6UW1eu05/cIzk+X6yXr0mUeWuN5kX/vdPJmVFptfT8StXWu+x8ZJ+oGsqcU8kA2lV8E15iGubA7XcbvO4sprdbZAjHxP/NYcENuLvxgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKNbu6AVXvTzoq37hCh2+ZNfptqQDfe0Bnbzv0y6bmoMkOSBcf1C5rtLx4hswObq+V2YMdpWT5Ucc1yjrnvUNGMZbf8qzjdXbUcRNkVjd5vcwOnv6cZPmRhx0t6zz4s5Uy++I//l5mi9fKSPrWNX+U2TGHPk9mG2r093nTOnMTF6EvR0RTgeNtMJnrRgMF29EsyhtMHSfdxXzmzlVfrBn33/2kzJYXOyS22593dQN2ezNMpkc3Pwx0iHI9QxR3+Mw2mdU31sls2fKuZPmAntZjyAxwPf160KxvnZo+12CfrFNX3y+z40/Xn2vh7Xou6+lKv+OeD22WdaLL9DEzT2T7pMt1yyN61poQFalTdfYI+2Wr7tJt+t+V/6OzZT+YL7OOb31RV1Rue9GO19mm/94Jx0x730XfSJaf8cG/l3Uaa1pl1jCgv8yhrh6ZTVnw62S5WyqW99VZb22vDse9QkZzp6fL59/za9OS3YG7p0y2Nl08vtbc9zUtMuo390dnKb24Hl+n6zSYbJ96nbW6CWbl7cnizm7zYFA283rowWpS86RkeW2NrtNrPldfo35AKZfLOhtIr9QGhvTqbqCkjxdrdP8bP2DqzU8/wN686p/1qfTRrM6HXp0sn/rdz8g6K3tM2y/5qjmbqRdDJlP3lavjFHmANQu4d+g58/KZZg/uFr3vcd2n0uXf1Ed7RnLPVvGQjjpHuR3fMZnZrgwzQ0vZ7NkFahXvLYpZfhb+ISQX5VnB4xV1+t57jOrx8tu+L7N/mJu+i5+Yf72so3eXUakuuWaazuaZPn330nR5l9kl2rSdjdqa2maZ+HxZpTnmmgN+tGBDRpv7mwVqT8eNYnr9eez+xcbniPT+3E+/ebOs8azrDpJZ3tWtTzWoV4yTm9J7cIdP1+vg18zWe4ufP0E3owg370jN+nkszn6njN40Ll3u1tvq55ttUT9b3WHq3LlZ/7hT+u7VuuK8xTqrTd/bg5P1NVxTq/vKmmliQyEiMrG7kdfq35obZp8is/jPG3V2m/s9/F6TCQe9QmcP/XrHj1fF+IsxAAAAAAAAAAAAAAAAqEq8GAMAAAAAAAAAAAAAAICqxIsxAAAAAAAAAAAAAAAAqEq8GAMAAAAAAAAAAAAAAICqxIsxAAAAAAAAAAAAAAAAqEpZnucut+Huyn2obLRP9hcdXfmJbpmdfUnLaLekIjxv7nyZrbl1gak5ZLJSgZYMmqzZZGVRPlXWmHDUSTL7y6J2ectlWVao/533nkOS5Rd89AxZpyFq9QEbmnT2XPe9CGv7dVauk9FXLrlEZud/5Y873AzX1w+forMlq3b4VN4eJtO3VYQaIvQlDPc1225UbzJ3PqXXZHpYjFC3ouuypqvnN+XyNnjZZN3/Fq8258Nu5u9NttRkT4ry9PgbERHjZuhs44/MuXbcaSYbMFmHyZ4Q5etNHTfObs51/1vzwDtk/+sxY9Udd3em6/TqeefBbn1F5s3Tc0v7rOcny4eG1Dohor6xRmaTW/Vcu6KjR2Zddz+eDtz07JZADXvKqHFaa7K8tMTMwevMufD0uTXEJh3lpv9lV5T0+rNkOmBJ3KctZhFx+Rd0ds9/6UzS92/EUwWOtxvYdz+dzT5FZ3V6kHjr6TNl9p6l/5Is/9Zn9TjQp1sR8+w6+N0ymvv9jyTL5x/5AnPAymD7n3n+++THfyCP+YUvn/00WwWMgtt0tOQHi2V28/zLZVZ/xBHJ8jvr9Nxy3TXnySzPV5vl6XKz/1LkQdotxsweSzSaTK0l3cO8Xpv6z+VcmyzN3/sZWeOQb+mjuWeQ3dknTWZWQPbbfE6BdswrUCci4rWi/HhT55b8dpPOkf1vidmq109QeqvK9TB3vCJcLyraw9aY7HnZqP9yscMuuUOv+z748rYxbAl2gL5xzvwXPf8t/ld9xFViL8JwWxGub2aqGW/WdUr/T2eNr329Dl/zY9OS0fXOi/VvYZddID70umJzfp7ft52t+ltdF748Wd46W1/8T/1I78FddMVN+mTH693ME09/W7L85Ln6h4m37K9PVXR8LijZ/7KzPyD73hlXfl0eTP3C535SOctk7nn9GlF+q6lzz1V6bd9/9ttNzUoxYcer7H26zta5kU9d4YiIzQXakd6rHm7HIzt+vN2c23vhL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKpSza5uwM4yaLIVf9FZXZ3OetborL42XT7rubrO2Ze06LBKfeLCuTI799arTc2VBc4mvpSIiCiZrLPAue6Wyfo73Of6nUxOPPXFMjth9gEyO37m5GR5Q4O7Hq06qmvT2cbudPm4AV1nYpPJdAf8+Jcvktlty1+fLJ9/sz5VrqNY1m/CUbbggdfJbEnXLTLrrVufLP/ho/pca+aZhpixL4ZM1ivKywXP5bJmUe5mMnGLbssJH9LZS8398eNLRDPWFWsHdrZfyeSDX3tMZjfcsiRZ3to0S9ZZ0bVUZqXbfiSzInpMdmfBY87YwfKn48HuPpmV63SHrxdT2aHt7bJO7/wOmU0w41Ffd3odMb5RV1qxXH8zXd160Bxyi1MVrdZVLLOALvWKub19P12p39yND23evjZtJ7fKcdwzQ6VrNMu30sMFDzpk1nBDZnIfEn2zo0vXKY32o+hTo3y83cBqPVfFPHPtp+lxpfdt+nspz25Mlrt5p2lvnTVP0+PHmi7d/vlvON6ccfc166yfy+yoC08a1XOZrQ2rXpRPKNoQVI2uY3T26kv1HsCa1Xrd17gmPR7VDrj9ocdN5mwwmXsgVtwKw+1HFVmZuLab/Rf70O7a8eZkafbNU2SNP3zzGpmt/MgXZfaCi00zKpxZUVmNR+nssTvS5WpsjohoMNlCk00S5W+aaCrZDR2t1+zT95b0fdrUkj5fvfnXgF2PyExWhNt3dOdaNcrtGG3Tppp94jHkd/b1GDbJPDm60V7dO260dD3C9dvRvhetNWqzNSLaT9PZqm8kiy8zp3rn9rXo/5j5kXT54aJ8W+1oueInMnss//H2NWoUnHzmcTK77HLxe9L95hkvxstk/leXy+zWj79FZhfHvSL5razzyaO+JLM4cJrOBs26pEY8o5oOWHSPaMxcle5DERHXXKX3kK/55IXJ8ku+oO8ntyZJ73APU8/5q/5H/+DSf9Mic8TdQfo3N2vd90e/GUWse2RXt2C3wV+MAQAAAAAAAAAAAAAAQFXixRgAAAAAAAAAAAAAAABUJV6MAQAAAAAAAAAAAAAAQFXixRgAAAAAAAAAAAAAAABUJV6MAQAAAAAAAAAAAAAAQFXixRgAAAAAAAAAAAAAAABUpZpd3YDt8ZUHdNY+NV1+8jhdZ+ZexdoxZV+dLftLunyJKI+IqBnU2bSJOqvVUcX74Et19sXjz5XZmlv/xRy1R5SXTB2XuSs8SZRvMHXGm0wrDw3J7K7FC2Q2tWFmsrytpVGfrKVeZ3U60kOIOV40uQMa+jv72Kffnyyff/M3Cp1p0DVxQJRv0lW+8PFny+zYg86Q2YyDJsvszr8sTpZf33Gvbohqe4T/yvStGKHGMXO7RbfJygXO5dreajJjir700WvaX94tZtW0BpMdZbKbRrshFeJrH9zPpC9IlnZFp6mz+Wm1Z0f0miw32SyTqangTlOnw2SXu3Ot6ddZo75TNwyJDmjGlYNb22Q2GHo8HRhKH7SpQQ9+q3r0PVAqPSkzO3arcXGPgu++15lJv0ZkZf19RYMZoCf+WWdrdaSYZfVub8KBeybL6836rTRg7imn33SYQbMgqBHrZ/fFdLv1OJ62TT/X2X06uunDS2XWc3RXsrx8oD7e1CN09qY575PZxZ+4RFdc/bjOdmNTp58ks8+Zx+H3i65ZY7qzW94PmH47XkwFbvpwWZN57vrwWTqbK8rNjBRXmH2lc819H4Pp9cUlv5guq5hH+ehKd6OIiOgzw2JZfJ8D5kP3mnP1moVa91ITLl2SLt+k9ygivm8yrXTXfxWqV0yRB9Gi3GrdLfzUl+169BqTuc/sjqkesltMHb3v0favb5VZ/q/p56sse5U5V2Vw2xTWHTpS2xSrzOHcc767s9XO6ImzTaWCPzPc81M953d06LGlpzs9dpd7H5N1jj/uH2R21HH6XmxsSY/5dTX6vq+fqO+CFQ/LKD50wTt0WAFe+5rXyOzPS342Zu246U967h4q6Y27+nr9zD6wQY/BNeV0j6kd7JN1Bgf0GFxrxuC6/vQxO2+8Vta54Qp939+e652g4267QGYL4xGZ3SLK3ylrFKe+abN6s/Q3NrZ6XUO61FpM31PNB75NZvfcrfe+Lrbrkh03YDbHZ83Rk8iSAb32KJfT2eDQ7vxLqfNbHf3Ll9PlXzhOVnnQnEn9shqhZ/VJbrpfnP7NCqgk/MUYAAAAAAAAAAAAAAAAVCVejAEAAAAAAAAAAAAAAEBV4sUYAAAAAAAAAAAAAAAAVCVejAEAAAAAAAAAAAAAAEBV4sUYAAAAAAAAAAAAAAAAVCVejAEAAAAAAAAAAAAAAEBVqtnVDdge99+rs/MPPSEdHPReWefs958ks7e8TZ/rmL10NttkSr/JekzWdV+6fHKbrtNWoH1FfeTHOmtq1Nk3vjVTZrct/KHMlvy2nC5fuECfbNWdOoulJlsjykumTqvJtCOPO05m55zSLrNJA13pIH2Zhg2asEZ95m0dVOjulNFN8++W2Q136++ls2dox9thNL9QZ2/60J7J8lkts2WdwfpBmS3cOE9mTeOaZXZzxwqZKbWn6GzwalOxw2Tq9p627fYkLTeZuLXDjCtRX6wZD35bZ3eaIaK0rtj5RpMeSSN6TdZtspsKtqV6/XFXN8DSo6y3ZFRbUdzUMGO6mXYGetNz8bJH1eARUd82S2YzZj5fZkuWP5IsX744XR4REUXHhwMnyKi2sSVZPrjS9Oi163VWNhe4Vxyz3gy03X/WWYOOYq3JqtXeOhrf2JQs71r52Oi3Y8CsafVyJiLq0sVD5nFzY6WMOvgb9+k5bqlafm7Sh+sww0p29+U6XPu4zqrUNR/PTPo8k6l+JvplRPhFstlYkJk7nr4JshPeKbNbzkrPcc5zT1wss8GbX7bDxxv2D8nS1nE3yxqf/rw+2vKL5plzuYF2gyh3q3g3zt5iMrNWqFp6LyLc2rQQ950NFMyU9BpimHuQdveiWlu7ccCNR86cZOlTN71A1tjzxMp4VltlMnd1a032LVH+H6aOy9z+gGpj49vcv2Nb7GeGyb160DzwAF1vQ3Nfsrz3UXOuoV/o4y3X48DCeelzffXSzbJOyW38bzSZeS5oPD79jFq61TyHjrJpZr/PfWT3+FfE0IDenOtZque/ZXfr7/n6efpHqHx1urx1oqwSrWaYbTVD5gyxBJpkpoF3HKozZ2EUu3deVex0zzhfe1hnN187X4fr3AidNmPmmTL79PVF1hDF1M3UO9NTp+tOcf+9en1UV5ueX5p2/HFh9/fa9Nposqlyh8ncnaYe/ztXmN+lVlXGOgxw+IsxAAAAAAAAAAAAAAAAqEq8GAMAAAAAAAAAAAAAAICqxIsxAAAAAAAAAAAAAAAAqEq8GAMAAAAAAAAAAAAAAICqxIsxAAAAAAAAAAAAAAAAqEq8GAMAAAAAAAAAAAAAAICqVLOrG7A97lxUNmlHuvihC2SNKz/4TZNN06fae6aM2k47JVn+mjfWyTonv1Kf6kgdRethJqwAZ7xBZ5d9R2dHzdHZCXN1NlhOX+MNG2brOrOOkNmDHeKeioi8oysdbCrJOrFPk86Miz74bzL7wgeeNDVFWzYu0VVq9X1ayGCtjFbOny+zk9773dFtR0Fr/qCz47/60WT5rIMmyTpX/O4SmX3n2t/KbNmAbke/uBXDDZf9Jhs0mbNUlPeaOu0Fs2ZR3mjq3GIyY7K5jlPrdbZkXbHzKaeZ7A5Rrr4SPHPkJtMzY8TiAufKTHZwgeNFRDQ2muXpgJ5vm8obkuXjB/Rg2tOxTGZDg3rQnHnEC9LHe/SPss6a+2RkZXV6kJvc0pZuhxnDBsudOmwyA2rX4+lyMyZGg8kmPUdnq9w6p7JNOHQ/ma0vD+mKvXriLPWKe7h2T308vRTzSmbx4R4da8QJ3WeOVpP93mTYZTYVqLNaR/kUs2Dct9gxq5cYg3eKe8fsTPnNC2S2Pn4jMzVSDd78sqfZopRfJEtPqTlPV9n0A3O83XeOq256nyKixWRqbnQP5m6u7TaZmlPdA/F4k7l9ILd5oNbjRed8Vy+98VFrNgnnhF6P32nOVHRLRLnGZIebzGypxudE+RpT54cmm2oyuTVzqrun3EaQds55Z5rULWpV/3N91vUXfRecLH5/OH7O1bLOi499zJzLMPtKpVsfKXbMUVTq1XP3/jP0DkG/eR5uPv7ZMvvN/PuT5W879O36gGOoa63Obv/O82XWeuqx5qhqzFQboxH+wRxbeum40f1bAeZXofj6Jfr3mKaaHZ9rm6ccLWv0ltL7QxEReeh+G6F/84xQ49jzZI26I46T2WQz8dQvd1cyrWmvHa6yU6wwmfm1uZCWH346We5WnuZXwejcqH5kiuhYKn5luL3IDjJQOfiLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKNS5caLIpJmvcwfJtWXl3h0lPEeX9pk6vyTp1tK5LRiuvmJcsv/iKOlnn4mjS55oyS0aNpx2dLD9xtj7eS1+oT/WWQ3Q2QUeSbnnEHVN19o9vWimzlYuW6orlDenydY/qOuNaZJS1tsqsYVb6001q1Nf+2FcVvfO1c9/7Spld8s3fpYNxbeaI+t6Ozcu3r1FbKg/IqKlNX/vWcfqQXRt3vBmFPaSjH35+cbJ81tePlXU6lj4ms0U/Ne1oMNkaUV42dXpMNkdHbV/U2crLRXC3OZfrEpNMpriZbKjA8SLi6/cUqzfartvVDcBu6csmqzfZeJOpWa7d1FlkMsusZ9ZfPk9m9ZFec7Wb5dZQWa8Xh3qflFnHinTWqJcQEfuY7Akd5ffrOaRLTBStbWbOb9ONdENmd7O4kCv1+i3qzEqyV68VChln3vffuHl0z2W85sw3y+yay9WkGRE1ZjIbFOXtM3WdoYLX160j3B1SLqXLe81z1zizIBjLdd9oG/d8nW18ZMyakR3/IpkdNUcv/E496Thdb3r6YW7ys2plnTp5A0c0xHSZOdmkLB2sLXQ47BA1rrsHF7c3o59D98o+YOoVXOSPpk3/ZsLnmGy/gicU42ysL3g8/C33sOzub7XJpcdFPbFHROj9Et2Xmk2dySZzD+ZF1hFuEeGeQopsYujvxJ3pUpOdbzLV+xx3dc0OXJjtF7kN5O7QUyfqbMlanX1GJkeYs7n9dsc8sNm+pNbPro+pqxjh78X0vDPzmDNljXxDev8wIuKIv/utzJbcb5pRATpuHv15Z0qj7jFtdlzc9T55lM5aT73Q1HSbB+pedPd2BayNdhMtJ31qVI93+lf171Yrv6Z36FaG+80lvb81qUb/8rb0tmvN8dzM42bO54nyc2WNQ/VPJNFpbtPDZ+pnw9qa9FzgZo+x1LlaZ9P2LXDAT/67jOrE1pdbPwys1b+vd8+fpyt2iHpLzT4gsBvgL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKpSjQuPyy7X4cknyejsdzYly089QR+uvFFntW0zdTM+ms66OvXxlly+XIerFuosuk02IMp7TZ2Vph3Xyah08Zpk+ZUXN8s6V8Zkmb1PtyIiGnS0x6x0+dRpskptY4vMmmqHZNZco7/QD5x/brK8p6FO1hlMX8KIiOjs0PfHwuuvTZb373OArNM7+2x9soK+9q17ZXbC9Dcly+e+54fmiK06ela/zv6yTARlWaVhdrvMfvXzL8nskFf/k8wGzfgx2q686tfJ8pdO19dpQ8kcsEtHDbN1NuPEdHljo65z0wKd1Zl67znmRTK7uOv3yfJuc6541GSmb8ph1lynFj/A7fCpIvxMAFSCYw/XWdmMR50P6+x6UX6raYcb+qyJeq0woW2DzFpr0gPZPmYt07v4UZkdml7ORoReQHfp6S/apu0ps7oGPTeOn6SzxuZ01tRSL+vUmNV/uaw/QF1del1VI8ojIjq79SQ30KvvkCWXfldm0fScZPH0uXoy6O3T5xo031np1t/qUOjsLjhLmAm8eWb6s5Vq9Zc5VHbPIEbJ9Nxa/V3LpV/ZrCNb9PNJDLxYZ0/odXBF2PhIwYp6jIiJ6T49/c16fJg6R39fh7bpG3/aYfoeVt9Yc5iFZAyaTLdjxZ+u1tXWmkNiJ1u/g+UR/t/Hesxk39h2cyrWk7u6AdhhejyN0Osq/eRo9lhCr3X9Nq2ao93Tq9nTCzOvW+58illw2eOpOUQv1L97lDncYh2d4/YO1Lb07L+XVb528K9kdo85lZs120T5h/fVdQ41t2LnXTqbe6pK3L1tNricv7i9eNMn9lL3t/25oyDVX8y9Pe5oGd39O/27SvbsS/QxNz6eLJ7zUl1lkfmenUvPS5f/08W6jln5W3dfbTYjhPbj9dp5aPApmf1xYXofMyIiHpA3fsQhc1VLdB3bo11/Ufdw0bEUW3rTuy4sVE/9krfw0m+bWv9V6FwR/5gs7Xg4/dvUMHdPHWcyNbtERJwpyvXvXe0H6qP1/ElnM47Qc7va+jhYH25MdXeafZR93bOy0KG/y5U/vjEdtJrzdHfobIH5EadD/CZr2gfsDviLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqlTjwtpDW2Q2eMPHZHblDVPT5dGmT7avPlc0Nsno4OntyfK3nKUPt2LudJmdf2SPzBoOO01m/UO96eD+G3VDYshkK03WIcobTJ16kxW0aUW6/KFuWWXQHE7XimjeY0BmXYvnJctPfO2Zss7JR+uWvHnREt2QvWuTxQ0z0/d8RERToz7czvCq9/4oWT77y9fIOr/t2mSOqPtL7LUhXb5xqa5TEn0lItrm6Ou49r//XWafvuBfkuXfueExWadfJsXUhf6iP/bm18vslbMWmYPqsa999pxkef1Efbh94hsy69FfS1z8qd/LrFsNcav18Wx2uMmmifJWXaXXfC5HzwRA5UivgCKW3aPrlM3xTLXo2o72jJ7jdPSa2aZeeu6ZIAePiDNepcfgo27Rc9mDvek13PXdZqVTp9e69Y0zdb0aPcgNbKhLlpdrSvp4Zv1ZX5c+XkTEUDl999QO6eM1Neu2N5o5rnfu38tsVW9nsrzmAN32KS9UvSWid2WfzOJU3Y7S9b9Kli9Zqu+p5nZ9Pdbc/N8yGzxifLrcLaxd5nSZ3m7ujwiRrTETcdsBMmqddoTMui6+17Rjd/aUjtY+mSzu7xDPYxExaJ5B+kQ/iojoGtD3QKkm3d+ntuqTzdx3lm6IMX3K2wvVqwz8+0fb7zkF66mxe3PRhhTwPJPpOU6OlxHhB29XTym655Qec6ran8wOQZNZQZfFTtbEu83J9Lok4gCTqX0999DrvmfH3W/pfTG/y6L39NQaftiOb6g1/3I/ma1/id4jiq+ag45TY5Xe5/7glQtldvHZeqz6mmmG6tHv/ZCuk9+uMzdSxedU4OZ197SpfeX9v5aZ29PZIC5I2d2KZlisM7+S1IguUWc+snhkjIiI77mH7wIW3TW6x4uIeN/Fo3/M0dSzXK+dD9ePEmFvgnbXK9TY53ZL3Dzs5nz1G4/rY24PAFua+8pi9XrUfvaq5YXboqn7o+izsLs/JplM/Vaj+4r7FfLg/XVWZyqOF2NwZs412tzUcs+Cm3T48rN3/GTzF+hsttg/FHt2w8cz7VuQ3tuKiIgndATsztixAQAAAAAAAAAAAAAAQFXixRgAAAAAAAAAAAAAAABUJV6MAQAAAAAAAAAAAAAAQFXixRgAAAAAAAAAAAAAAABUJV6MAQAAAAAAAAAAAAAAQFXixRgAAAAAAAAAAAAAAABUpRoXfvejc2W2oU5nn/7MjcnyNQ+do0+22jRldYuMLpoxJx0cepKsU1tX1ueKz8vkLaf/Rmbl5nQbL/t8tz5VaUBn6xp1Fn0mU+pNVlfsXBNbk8WtbenyiIiue5br442rlVE5hmT245uvS5ZvuPkLss7JZzXJbGCxjCLi2GRpTVm3r05HY2rxqs0yy7JMZnmem6POShePM1WGFuisu0NGE+o2yOxfv3N+uvyr+p5a0dEvs4svvVpmra3pvnnWKWfKOrWtuh3TDjlFZvlqPX7cvyJ9rZaUl8o6LeXn6Ha0NcvsyFY9ZpaPS5dfsegRWaf7chlF6K8lok2Umz47uMgc78s6cnc9UCk+IMrvMHXGm2xZ8aaMstkmc+uZU3b8VM86XUYtJ+hqLZGeJ0q/0QNSZ7dZK9TrdV9nlx6Dx9el6w0M6XOVB/Xx6mv1eryvJNaEdfo76SsPymzQrJ0am/Q67YnoSZYPNerjDZTN2r9et3+o7CaltIYDJulT1eg19xpzzNr6hmT5BNMfxtek62xTb6/OzPcZMjLPOw2uP+t7AP+r69Y/m8zV1PXOOVyv4c465R+S5dOO089/sa/7LvXav2LsLcrXuUr6uWv3sKfJnipwPHc93L6Hy9S47ra43L6Ho8YxdzyXuc9lxlnJ7W85rh1m7C50D+wG5v1KZ60TTMX16WI3xc0213ec2+9TawxXx/UJvU/hj6meKNzml2uHetCP0H3J9LFxej94qOE/TD3TjBAbH+6LPiu9TxURcV7HF2V200X6kHJX/aRDZJ3eHz0gM71qjYhD3i4CN3aU3BGlc07X/95uqaTnkAHRldxytudRnT3YpbNlYskyf7Wug+3n9qUv/dfnJ8uHzLVfdoPODsheLDP3BFUfv02WT9pX15lslsEzzDDWKrZoJ5lO26J/PovWL1yhw6r1ilE/4hffcIlI0vfGtumxO+JHBY+pmAEuOk2meoUeaHs365ux3fyZhoGJOnMrlrHSed9Kma242/2gePaOn2zd73U2JNYe882PILfcrrO129UioKrwF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWpxoW/vPxSmU2ZNV1mkzb0JMvX2KaUTbbSZAOieJasMVhKt29b7llwucyWdNemg1V3myO6z9y4XW36W/0mazLZkMnGy2T6zNZk+ZQ6fVsNvXS2zC743NtkNnlQRvHpd3wyHaz+L12p1C2j8Zt0tYip6cOt7JI1Viw2jf+AuG8qSJZlMsvzXCS6/8X+k3T2l/k6GzT9pa4uXV4jyiNiWp1ux+Xf+rQ+V236+8zNuFJarO+3mgZ9DzQ0pftYRMSBTW3J8kk1euyYoy9HXDPvOpmdcMopMpu572nJ8nOOWSLrvKjuQzLr/6mMIpbuYHlExBMmG0PNJjM9IjpGuyHY7aR7+rA5h6fLV92j63zVHE+N6GOvflc3YDucmSw97eXHmToLZLLyd7q33zmg578natJZQ1nX6e3vldlAr14TjpePDXrdN9ksZ/vM51rVLdb3EbF+RfparWiZLOtMqtP3VEtji8y6Fi+XWRz1kmTxwdP0PVBfq9fVKw/X6/im+nT7p7botg8OlWRmrTFPbEPumUEsMjbp+y3M99zVVflr5Gp1mZlDLrvnF+ngU6I8IhrMuVr32L427VLrVLCnqdS+Exoylp4aw3P9cQzPBRjtE3RWZ+akqYeky5vNHtyz3FrXzJuh9hX0voHP3D6hnqMj1BrDrRPcHqfeX9bM5oZ5im5w27DXm+xU9ZndeG+e5t/1HBldcNGTMpum5s2fPiDrrLpPN8PdHfpeXGTquH3p98mksV3fi43uthoS+601rpLeox3sXS+zhYvT5U0/0mdaYX5+WFpwr0rtLb3peF3n5Dk6mzFT/zvTDUek75D+QdP/BvT1/erH9Jx/6w36kBsWPZIs/6+zdJ1GM+TUmKGvvsAjiNgm3qYB87g2SbS/3nyuht1hG2VM/VpHG3V02T+I35kiYv4dXyzenCT/a+nocmvuIuvx/WTy0Q/fJbPbL9F7GJ3mbL2bRTCGf/ahb6BPZr29+refUfelS9LlQ2YOXqfXFsAzEX8xBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWpxoVL7l4isxvuWKgrjpsmys/XdRpMQ55YacJysrS1qVnWmNk6U2aD3enjRUT0dHfqeg91q7PJOhElkzmtory/0NHaXnqazD7/zyfJbNJguvz/ve4Dsk732hUyu/7yOTJ7zZw2mXX1pj/3iniOrPOxkrqGEQOxTGbZ3un76uSTTpF1prTUymx3l2VZsjzPHzW19HcZe5ks9HgUsUaU6/4cAwM6a6zXWUP6+8wGRYeIiGXzddsHzCh81Kt0Oxqnpu/hCbVTZZ3B7i6ZnXzEKTJr31dneaTHxat+ebmsM+SGvukmU/WOMHXqTDaGzJ0YTWPWit1f4yjXcauLsfRWk7l752X3pMuLrQYwOlyPPlMmbX+na7lM3cXdG/tkjT6xboqI6OzVA3SpPJQ+Xn+6fLiOmp8j6sxUu/QP5s4vpyfOvEPP66U6Pf+VBnUWS/S6teHs9Pe5YUhP7PUN+oFnQoteA5VKvcnyfZr1ReztLjjCbewpVk9OuGbSX22+5yXq2Qq7GzcnLd80Zs0o7kDxTNndoutsnL1z2gJg53nl0SZ0W6fqacOt4h33AKvmfb0Wi+gwWXp9Mcx9ZnU+dzyz3gq9h6E3i93sYj6z+1gLTHbqIhHovUX7tLm/3rOec/yTut5iUW62y8ySOyaZLMRej7+33T1gdD1erJ7abi3SjSKidrL+94fnnjk+XX6a2fN1Dzxldx1dJj7ckH7+i5rNOmswnWLwkXQVXcNe3y9cMUFnXet1RfU4YbZ17WP5dPPvide5Pi2+l2eZa7jRfZfmStaK79mdy/Z2bOnKT1wrsxnmN4Fz4sXJ8svi3oItMeN9xXtMJou+tp/MBi/JZebu7i4xteeH6DrpX622TbVwScejss7UmbMKnq2Atb8Wgf4tFMDf4i/GAAAAAAAAAAAAAAAAoCrxYgwAAAAAAAAAAAAAAACqEi/GAAAAAAAAAAAAAAAAoCrxYgwAAAAAAAAAAAAAAACqEi/GAAAAAAAAAAAAAAAAoCrxYgwAAAAAAAAAAAAAAACqUo0LOzZ2mbRfRxvrk8XN+7bJKoce0Sqz2pgls8EYSpYvvOF2Wafrng6ZzdynUWYRDSZTSgXqRESsKHBMdy79Xa5cMk1mnR0nyezW716bLF++dolphzb/mpNNNmhqThflR8saXys1yawcPTLL1y1Nls+7+mpZp3XqkTK75ALV9t1blh0gs3sf/IHMZh50tjnqDJOpPq37ekTZROlxZTgT9RrrZJVjT5krszWlAZnVT9LHjCHRjrIew2ob22XWvv9Mfa6YKpNV992YLP/qJ34v66xfaU7luoQaqsxXGW5IH0NmxozlY9aK3Z/qLXoF4Rc6ukdE9JpMzbaZqZObbJnJ9Azt7ys8U6TX1i3j9NzSsn96nR4RcfD+ekDt3Jy+83vW6HN19eoBv6/cJ7NTG1pk9vDL0nPqYI2eMwfU3B0Riy7/nsyiSV+r/p702rorzJp18AAZ1ZjBqrszfR2bzNqj3K+/F8+Nfm49rtri2mE+9Kqi7QdG2ZC4tzeObTMA7GzdJjPP5XKvzewpWO7hVtho5uduM58OuHndtL9JPGT3mjXEwGadzTQbBHupa1+r6/zJHO8IHcXpJpPXw62b7jXZhGLtUJsHZjun3W042NtNPW0+oKusNYebaDK3ne26kl6qF+M2D+Qw4PYWXR9z5zL3d22BMcKxn1ncpzWmfUPuWch8me3PNscU5eYZz56rbD502eyyuPMVaUeR8d6pM3PVvqN7qt3dDxfp365+fv77ZNa3YEE6WOvO9mqT/dxVrErXm2eoKeN0tuoP6fl22SH6Nz73S4fTuTo9jm0Y1GPfW96m75ux8+SubgCw2+AvxgAAAAAAAAAAAAAAAKAq8WIMAAAAAAAAAAAAAAAAqhIvxgAAAAAAAAAAAAAAAKAq8WIMAAAAAAAAAAAAAAAAqhIvxgAAAAAAAAAAAAAAAKAq8WIMAAAAAAAAAAAAAAAAqlKNjxeb7CmTdSVL16zWx1tzQ6tvilAbjTvUhmEDMimVz5bZ0KBrSb0oX2Dq9JjMfTUzd7ANERF1Otp0pYw+dc48c8z2HT9X9JrsAZM9z2STRHmtrNFTN1lmnfY6/iJdvG6lrNHV+3VzvOkmq04vPvjNMrvxjm6Znfjy881RxXUc16erNA7prM70v0Fxf4wz902tHnOaG8u6Xpg2ltP3d96vq9w67zqZzX2VGlci4hAdtR42N1m+eoke0w865f0y675dn6t9arq8zgw5U2e5sQPbq81kevQbfWoaLtqGzGR5geMVqRMRsbRghkrk1jluvC/paLM+Znc53St6S3r+0GvniKjTc1nNc5uS5ZP3TZcPH8/Mp716rb5PS4PMGrrT16osrkWEHjsiIhrf9V6Zlfr1/N1XSn8v5bL+nvt71+iGmHpRSq9nSr163TQ05O43x7TRrUvkVd5g6ph7xz5PFOH+fZDNo3wuVJU1RfpS0f4HoDK5FbnaG3XzzniTrd92c7Y2zjywH2jm2o1m33TJkzorPZ4u18s3P62b9VaseUyca09dZ6XZr3ZbcC83mVwruL1nx3zPt+ho4ep0+bFuSeW22+105dZ9gvkqY6KOBk07Bgts3bllcK27FxvMmrBWNGTQ3G9DJrO/yJj7u6wuiGu7OVWR9tufH0zbHfcspD6yuznK5noMuXu74M2obDB13LVXbJ8148q+O36qajb/Hv173YVX60Gz1JjO2hr+n6yzclXH9jfsaXuOyZpN5gYkNbA/Yurodclln9d7X5//gt6rKvel9z5u/pn+IWTma9xutlbfkB40X3ncKbJOXUuhUwHYRfiLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqlTj46cKHvbJHSyPiOg2WZ1MBqNhexq0lVaZ9KwbNPWGTNZboB0nyiSbOEdm+dqeAm3oN5k6XkREWSYNe09PltcMzpR1Shvnm3M9YDL3vaTb2LCHrtE3sEFnUW/OpXTJpKGpqcDxKseEvfeU2fp1RceItJOO+ieZXXtlSWannfVVkeh+FHstNS1ZqaOS6GdDun1Rp8eweG6LzjaafltKj0dXzVskq7z5I9+X2W/NUDr7kKk6jLZk6YQ4TtZ4bJ7uE29+71kym9ScHrsnt6TbEBFxZPssmWH7mR6xW8t3dQNGmFHAro4wGszYHbUmU9/MQMF2mCX5s2bLqGWvNemj1fTJOp2d6ToREU/06ix609eqZnyjrmPmvxqzhu/p0u1QV2qS+br6yno9e/jM9Ho2IqJ3je6B5YH0XLbBnGtgQGfd9fpaDbWlz1Vfrz90b0mvTT33vDbaXP9zj6lF/t2OzQXqABGxUfUJs743z4YAKpXbt3F7bY+L8vGmjtvHbDeZmvfdeGTm03HNOnu5XrPo+dusCe2c7/bg1D5sh67SbPap3Laus1GU167QddxyxS1L9NI0jlXbPW7acV/LcpOtFve2e9wpsp0aESVzzDp3TNElarfxa8eocl3Fcdv07vcYNQy4bXM3RBTh+lHZtb3gv5+tPpv9ok0jy64DFhgkhkwd10R3D6hDuu+y6L34jHSvTC66XmeVT+/FR+h9Jb8GUjedG3S0ZfP1oD77C7reqlnp3xsv/vzHZJ2p9WfL7Ixj9GTbvJcoP0hW8UM6gIrDX4wBAAAAAAAAAAAAAABAVeLFGAAAAAAAAAAAAAAAAFQlXowBAAAAAAAAAAAAAABAVeLFGAAAAAAAAAAAAAAAAFQlXowBAAAAAAAAAAAAAABAVarZ1Q34X+tNNmSyBlHeb+rojz0YPaZencm6RHnJ1GnSSdMBMluzdoU5pqKuU0REo0yaD5wps4NbWpPlR87RdS6+XH+Xg6t/LrOIAZP1JUv7N+lzLX44XWfYvSZTnpJJ/31Xm3r6WlWK9ev0Z4s9RPmm0W/H6Wf/s8wu7a1Nlr/3vIvMEQte++b0vbN++RpZpa+k77eWY/Q4EOOaTTsGk8XfmTdP1zFmn3a2SY8zmRr7nNNl8t3P6TH4jsVLk+X19foa1lfSNIddwvX0XpO5lcd4Ue5WCZ0m6zYZtuaulhqP3Lfp1ml6fRSRXgP5uyA9bg9zd+Nyk9WnS8elyyMiGurNGrlerxefGCgny3t69Xcy6K5Hnc7qanRWE+l2DA3p73nDoM5qzPdy8AFt+pjl9HWsqUmvSYbPpeek2jlH63q16TaWy3p9PFB291SlMGtM2283j3ZDgALSY9EwtxcBoDK5dd8sk6n9ObcmnGwytcaMiFBrDHcup+jaVLXf7bM5br9SMU95h5jx+ZAl5pjuexHH7DbX3l3ejsd05qYQtTXjHhfcdOUu/SJRbraw7PH21VGTu+2NTF1+t4x034sl1vEtZs9pcIPOhsx6tsb8e8zqkAPmeO561Jlz1Yhjui16twVXV3ANr76zAfcsYbg2mmdKe42LcH1TNcPdv0WnAlQRd1O5zM356sZyk5W+GVtbTDXjjMPS5T9u0uu3T3/4gzI7+PtXyWzmYTveyCIrGQC7Dn8xBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlXgxBgAAAAAAAAAAAAAAAFWJF2MAAAAAAAAAAAAAAABQlWp2dQO2z5DJBkX5k6ZOyWR1Jus3Wbsorzd19Oda89APTL0VorzJ1HFfdYtMmpr09airKyfLH1yySNYZKnWYdjhPmaxLlLvr4b7LZ5tMXasTdZVxM83xdnObdnUDhr3vI19Mlt+2aIGsc+28u8wRdZ+IZ6XvqwmH9coqtQ/Ml1n+UKfMshZzD9ekx5Z7lj6i6xgvfskJMrvgzbNldvJHT0sH495XqB21zz1WZoc2qrFbj1OrHu3WJ3v5djYKFaNBlOu7N6LPZMtMlm+zNdh5iq7TGpOl6zfr8TkG9Tqtr7RGZi37qnVVug3DppqszWROei0WYcY+Y6Bk1kd16WtfL8ojIkpDev05UNbr4A29+jvr7V6ZLJ/Rrq/htCP0WqykLmFE1NXp9k9qVGt/baisTzZUVs80ETXyEg/IOuWyewbZHWze1Q0AtsHtN5iB5Rlo+j7Pl9mkyZNldsd9d8ps8sR0vda2VlmnqV7P0b3det4ZGEiPtStWPyDrTB63n8xqavW82bXujzJrjOcky+ccpZ/VVty9VGa9G3tk1v+MHIPdnpnbWzpSlLs1oTtes8mUolu7bs3t2qjuYbPmtutgd63UZ3P7xEWvvWn/OLFHtL87XnrNGhERB5o2tvxeZ2pL1V36e012hMnekB5z4n/ctS+2/iw37CmzWrMfXKtO55roTNLtkAd13a/GhLUmGyzwASab45nnNXuxhv6cLnfLHJcV/V5Gm/2Zycx/6rO5z+wuvaO+TjdFTHK/Z+CZQf1mGOHH5x3f24jQv2e4TnFw/Smmnvk9RvjSP58vs1e8eJ7MvnrpN2V29bcv2uF2uF8a1V42gF2HvxgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKvBgDAAAAAAAAAAAAAACAqsSLMQAAAAAAAAAAAAAAAKhKWZ7nu7oNAAAAAAAAAAAAAAAAwKjjL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKoSL8YAAAAAAAAAAAAAAACgKvFiDAAAAAAAAAAAAAAAAKrS/wdRhkyDId05uwAAAABJRU5ErkJggg==\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.axes_grid1 import ImageGrid\n",
    "\n",
    "from src.util.DataLoader import getCIFARLoader, CLASSES_CIFAR10\n",
    "\n",
    "loader = getCIFARLoader(train=True, batch_size=10)\n",
    "data, label = next(iter(loader))\n",
    "print(f\"Data-shape: {data.shape} - Label-shape: {label.shape}\")\n",
    "\n",
    "fig = plt.figure(figsize=(40., 40.))\n",
    "grid = ImageGrid(fig, 111,  \n",
    "                 nrows_ncols=(1, 10),  \n",
    "                 axes_pad=0.1)\n",
    "\n",
    "\n",
    "for idx, ax in enumerate(grid):\n",
    "  ax.imshow(data[idx].permute([1, 2, 0]))\n",
    "  ax.axis(\"off\")\n",
    "  ax.set_title(f\"Label: {CLASSES_CIFAR10[label[idx]]}\")\n",
    "\n",
    "plt.savefig(\"//home/marco/Downloads/CIFAR.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 837,
     "referenced_widgets": [
      "bb574f70bf794db08a136ffea60e5180",
      "425d77cc6b854911aaa6a50a164fc886",
      "e35a888c0c4c42f6858ab5bd2d486687",
      "4753a54096674886b1960ca59387f485",
      "783348d30e2f433a81d70ea6bb69d2f6",
      "e496ac0401104b8cb0ad204fc336506b",
      "3ef88e7dc6f14af792e64937e36f1927",
      "3cf0558516c740b09af9de263adbd7b9",
      "65e0d7b7e4464e93abb4b66138cb46bd",
      "bf48f31de76a457b87e836d3310b75fd",
      "15fbf160bf1e435a93296979fa41d41a",
      "62582a0ff9af4ef888f8c10f379b1e82",
      "63bff79d1f3f444b87d0d73eae2757e1",
      "d9fa5d7f4080420bbb321d913b247e9d",
      "cd522d99a029438286e687652d59da83",
      "b687424491ce46d5b3d9009278c41a2b",
      "c94783f58c4f46ba918b0e9c5ed747ba",
      "a61af9d954144559847a4770a59a37fc",
      "60b234c0981349158358f01d5a60a683",
      "fa27fb9873e14e40950fccb940a63264",
      "ecbf4236b5724ff68cf7b479d7b01bd1",
      "bae65539297d402aa7ea0ff210c012b9",
      "1c16a85605aa444eb096e9fbd16578ae",
      "20531421aa734c56a92dee33065485dd",
      "0288ca081dcb4243917c1300f7a96206",
      "31f2888b2c724eb6a9b0e3b4fab2c2cf",
      "4355efbb77ec48da81d326916c6e41ff",
      "e4d87e03b729408dab415269ed81be14",
      "e0567c595a524446875458237468bf54",
      "a4cd481547b14483b357762d756d9549",
      "a04392cfe59a48a98c33abe48484821b",
      "8ec6e75575104e718a4c4dbf58a61abb"
     ]
    },
    "id": "xKOuUl4tXBYw",
    "outputId": "3d70e2ec-147a-4b92-b573-cb11b20c77b8"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data-shape: torch.Size([10, 1, 28, 28]) - Label-shape: torch.Size([10])\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 2880x2880 with 20 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from src.util.DataLoader import getFashionMNISTLoader, CLASSES_FASHIONMNIST\n",
    "\n",
    "loader = getFashionMNISTLoader(train=True, batch_size=10)\n",
    "data, label = next(iter(loader))\n",
    "print(f\"Data-shape: {data.shape} - Label-shape: {label.shape}\")\n",
    "\n",
    "\n",
    "fig = plt.figure(figsize=(40., 40.))\n",
    "grid = ImageGrid(fig, 111,  \n",
    "                 nrows_ncols=(1, 10),  \n",
    "                 axes_pad=0.1)\n",
    "\n",
    "for idx, ax in enumerate(grid):\n",
    "  ax.imshow(data[idx].squeeze(0), cmap=\"gray\")\n",
    "  ax.axis(\"off\")\n",
    "  ax.set_title(f\"Label: {CLASSES_FASHIONMNIST[label[idx]]}\")\n",
    "\n",
    "plt.savefig(\"//home/marco/Downloads/MNIST.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Training"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 821,
     "resources": {
      "https://localhost:6006/?tensorboardColab=true": {
       "data": "<!doctype html><meta name="tb-relative-root" content="./"><!doctype html><!--
@license
Copyright 2019 The TensorFlow Authors. All Rights Reserved.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
--><html><head><meta charset="utf-8">
<title>TensorBoard</title>
<link rel="shortcut icon" href="data:image/png;base64,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">
<link rel="apple-touch-icon" href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMQAAADECAYAAADApo5rAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAABabgAAWm4BxWsjOAAAABl0RVh0U29mdHdhcmUAd3d3Lmlua3NjYXBlLm9yZ5vuPBoAABl0SURBVHic7Z15eFTV3cc/v5sFCVRxqVtptVW2Vlxf61qtiq0L9Gl9NXUBFEpFRTIhhBADCTdAMAEkCYsK7qB9+kD72qfBWivqW7Va674ire9raxX1bZVWZTHL/N4/5g4GSGDuzL1z7505n384zMw558vM/XK23zkHDIGjizhPF3Fe0DoMIEELyGd0PoOwaAAucV5ah0W5VPB6kLryGWOIAFCb/vSjEqgG+uzwKwgdwC10UCfV/DsYhfmLMUQWURuLEkYD8xEO2v7GjoZwPsxHWMxhIEullK5s6sxnjCGyhC7gJJRW4CSgZxP0nH4Ji5iU87jfGg3GEL6jTQwE5gGjkW7fd+qGSLKWIspkMm/7INPgYAzhE2pTQh+qsKgC+gLuTbBreiuwmHYaZDqfeirYABhDeI4qQiMXAwsQDvPABD2lNyLUs4nbxSaeuWpDEmMID9EbOQFoRTht+4v+GCL557NAucR4Ki3Bhl0whvAAbeAQLGxgAmD5aoLu6cSfivALlEqJ8Y5L6YadMIbIALUppohrEWYj7L39jewaIpnejLKQvWmUcWxL6R9g2AVjiDTRuYzCogX4BpA9E3RP9/z+34GZUsbKXqQbdoMxhEu0gaMRmlHO9vAB/6OTOtkDQyTSyiMo5RLjtZ7+HYaesYIWEBXUZj+dSyvwPMrZHhW7EWEin3EaUzkVoRT4myclC+dg8bIuZaXewoGelJkHmBZiD6hNIUWMR2kADvCoVdiKsJj4rusJupwSPqMKqEKc9Yveykm9zk1AEwfSLKW0Y+gVY4jdoPWcg0ULwlHbX8zcEGsRymTa7lectYmBFDkr3Oywxp2OIZLpDQhT5Toe2F3d+YwxRA/oHAZBt7Bsb1qFFymgXCrdxSTpIs4EWhCO3aXM9LWso4CYXMMbbrTkA8YQ3VCb/giVyE5h2ZkZ4iOEORyeftSq2lgMYDTKfOAgj3R1oNxCIXUy0YSZJzGGwHngLOeB6yksO70HL/HAiXf7GnQZ/WnvwbDpawScMPP9TJg5GEOgs1MIy3b/sK0jTkxq/OmSaCuDUBqQ7TvtvOjWvYhQLtfkd5h53hpCbRdh2ak/VBtQKqSG33gqthe0lXOAFuAoD9dE1lJAmfw0P8PM884QalMCzrRmqmHZe36QNiE08TnNYmd3WlNtCtmX8YgzLdy7RjfpRJh5EQ3yk/wKM88bQygIdVyMxQLUZVh27+93otyJMFNq+IfXmt2gi9iPQmYB1yEUbn8jM3O8h1LDRFaJoJ4KDil5YQit5QQkg7Dsnl97FItyqeZVT8VmiC5hKEoz4hxr401X6lmUmFzD0x5KDSU5bQit4RCKsNEMw7J3fO0tlBqZyRqP5XqKLmYUQgviBB9CpuZQ4F46qJJJfOCp2BCRk4ZQm2I6PQzLTvyZCK/ehxuljM89luwLalPM/s73AHt71FpsRlhIYW6GmeecIXSG52HZcYT7EKbJDD70Vm120OUcQgc24rSU4MX38hZCjUwId0vplpwxhN7AUApoBs7zcAryGZSY1PGMh1IDQ292trgqp3n2HVk8Spwp8lNe8VBqYETeEGqzHx3MQrgOnNmVzH/sd4EZ1Obe7Ioqwi3OIQhwGODF99WJOLNt44OdbcuUyBpCbQrpYDx4Gpa9BVjAl2iSCrZ6KDd06HJK6KQKSSHMPNW0xSbiNLF3dMPMI2kIrXFWaL0Ly1bgFxQwTWZ6tEEnIujiFMLM3aYTYeYVMi47K/ZeEilD6EwGEfc8LPs5LMqljj94pzR66M2c6UxG7Bpm7jb9xWvrKKRMxrLeO6X+EglDqO1EeSrVCH22v5GZITYC9WAO+0qiNhYHO4cxdw8zh0zWbRJRvx3RCDMPtSHUxmIro7GcHwi8aBXagVspYaY5DrJndBn9sajEcsLMIRNDJEmEmfcNd5h5aA2hN3QLy/ZuGnUtQkxs/tdDqTmL3sogxOmiZm6IZPoFlHIZxxNeavWK0BlCqxiI1W2QB160Ci+hlMscfu+p2DxBVzDCiY9KTGJkZohkei1xJss4/uql1kwJjSHUpoQtzjQg9PWoVUhs31zPUlkT3mY6CqhNIV9xTh8RJ8wcMjEEJKa5l9CXuVLKZ94qTo/ADaEgTONixFkocv+l9pROXEvVTp00hX8gFyX0dvZDmQVMAgoyNEQy/R5CDaODXwgN1BA6lROwegnLTt8Q6xDKZY65uNBP9DaGAYuQbrenZv7b/QmLmIzefpJh1gnEEFruhGXv7rRs91/qBuJMlXnmzKFsorczCpxgSm9ad0WcMPNx2Q8zz6ohnO7RNJRahP49qnD/pX4M1FPEzWLT6a1iQyroXexFnArgBqC/R+O/T7CYQxGLsxkGkvUWQis4zjkN74weVaRuiERYdhGVYvN/fmg1uEOXcwiFPoWZX5GdMPPAxhBaySiEVuDrrg2hPIowReblRshxrqF3cwJdztjQuzWkR1HKZbS/W3aDHVTbFLOZaxHmAF/aQVHPX8xbWNRIQ25tSslFVBHu9iHMHO6kiJlS6k+YeeDTrgBaxaHALGAC0mNTm9i2WEyj2Lm3bTGX0eWUUJziaeappzeh1HMoy+Qsb8eNoTBEEq3iP5xu1KmOssTG9i6qZEHubmzPB/Q2BlLMPNTDMHN4E4sKuZQHvdIZKkOAMxM1nTEIF2NhyzxeCFqTwTv0Lr7rhJkfs/3FzM1xP3Eq5YrMY9RCZwhD7qM2Foc7YeaSQZj5jukOLG6hg1oZzSfpajOGMASGrqY/W7udZg6ZtxbC+yg2FnekE2ZuDGEIHL2PQXSlEWa+uzQ8j0W5lPKkGy3GEIbQoPdwPsIihKFApoaAxKX2E+TH3JmqBte3kGo5E7ScH7rNZzDsCbmSB9nK0cBE4J9eFAkc6iaD+2t5lSNR7tcY6/R6x8kGg0fIRDpkDCvowxBgMWR3H0s6hihyUudQwCsao1Wv6xaoZzB4gJTysYwmRpzhwG+zVa97Q1jbDQFQBJRRxHqNMdYzVQaDg4xlvYzmfIQfgP974TNpIbozELhHy3jYdKMMfiCX00YRw4BySH+dYU+4NwQ9GiKBMIICXtYpNKrNXunLMhh2RUpplytoRRgG/pyl5a0hEhSjTOdfvK4xRqYjymDYHXIZG8Gfvdd+GCLJNxDadAptWsnX06jHYMg6Xo0hdsdIunhdK7BNN8oQdjKdZUqVviiz+ITXtJIL08hvMGSFbLQQ3TmCOGu1gjYt5/AMyjEYfMHPMcTuGEkBb2il6UYZwkVQhoBkN+pTXtVpXOBRmQZDRgRpiCRHojygU2nTatONMgRLtscQvSOMpJPXtQpbJ3e7FMVgyCLuDSE+GSJBCcos+vCaTut2ZqjBkCXC0GXaFeFI4EGtok2nOmf6GAxZIJyG+ILEbJTpRhmyRNgNAVACzKKEV3U6389y3YY8IwqGSDII+K1W06bT+VpAGgw5TpQMkUAZibBeq7HVpjhQLYacI3qGSJDoRm3jVa3me0GLMeQOUTVEksEID+kNtOkMvhq0GEP0ibohkowkznqtMd0oQ2bkiiEA+gGzaOcVreHcoMUYookrQ2ji4KdCn7R4xRDgdzrDdKMM7nHXQlwdejN0ZySwXmeablReE3d3GIHbLlNYu0u90Q9lFl28rDMZEbQYQ1bZjFLPNha5yeTOEPtGzhAJlKHA73QmK7WGg4KWY/AVBVbRwSC5DFvGubuCzZ0hOiNqiAQCjKGADTqTmNqR6v4ZUkH5ExanyaWMlTG8n04R7gzRFWlDJNkHoYUuntNaTgtajMET3kW4kks5WUp5OpOC3BnCr81BwXAMwhNaZ7pRkUXZAtRTwGC5lJUimR9e5s4Q8ZwyBCS7UYW8qXXE9BIKghZkSBFhFUUMlsuwpZSt3hXrAr2eoRSw3lWp0Uq/hDBJbJ7CkJe4ayGKcq6F2JljgSfVZqXaHBi0GEP2yecxRM+o042CDVpPTFebblQ+YQzROwNQWljPszqbU4IWY8gOub5S7QXHofxB61mp8/hy0GIM/mJaiNRIdKM62aBzTDcql3FnCMn7ILl9UVrYwJ90LicHLcbgPabLlA7K8ShP6RzTjco1TJcpfRLdqC7TjcolTAuROfsitPAXntHZnBS0GENmuDNEercH5QfKCVg8pXNZqTYHBC3HkB6mhfAWC2EMRWzQBmJqp7VnPVRoMwOC1pAJupqD3Xze7Q+25z0ErqKjcpb9gBaKeVIbOSZoMemgSzhUl7KcYuYErSUddBVD9Gc8QAdT3eRzO6h2N+1qzHEKSlnQItygNsW6hBgWbyJcTXonswSG3se+eh+NWLwC7m+mcrdrTClK+yHfMd9m4DGgjS6eoIjH0BzdkxCnPWgJqaLLGIXSCtG7V1xtLI5gNLAA0g/MdLuNMpMxxNsoDwNr2YeHxP7iQdFKKoD7Mig7vAgdQUvYE7qMY4nTgnJm0FrSQe/jLOK0IBydaVnuDGFR5GJPUheJ/QVrEdrkJp7v7YOykJ9pJZdDDt5hLeFtIXQp+wN1xJkE0VtH0ZV8DYu5KGO86p677zLtns2I0xUq5NeygA9cKLmeLr5L4gS+3EHD10Locopo5zri1CPsE7Qet+hK+iFMA6aj7OXlWNWLLtPbCA8ju3aF3CCN/FWraECZl3ghnVJCSMgMoYsZwee0AN8KWotbVBHuZQxKE7ibTk2VdAzxRVcoTpss7r0r5JoSFrCZUhI713IDKxyG0KUMpotFKBdG8T8bvYsTWUUr+Ls3xZ0huribIuZLMx/7IUZsOrWS6xCepPt0X2/7oKNBoGMIbWYAQjVdTIHoRSvrPXwFuBEYTRZ+fVeGkKW86ZeQ7XUs5GmdxnLgWr/rygoBdZnUxmJA5tOQQaGr6ctWyoAZwJeyVW84F122UY3w3h4/F4XWIoBZJr2Js9iHF4B7iKIZ7mIUW3gDpZEsmgFCaghZwidAhbtM/mjJmCy2EHoTX9VmVmLxKEQvZETv5Hi9i8cRfg0cHoSG0J5vKk2s1mmMRhjlPrMPgtIlC4bQBfTDYhrCdGAvv+vzGr2H/emiDgl+PSS0hgDA4nqUs4D+aZcRvDl86zKpIiziYoSFEL2rinU5RRRzHV3hWQ8JZZcpiTTxDkK9dwV6VlLq+DTtqgs5kUU8Cawmima4kxEU8RJKC4TDDJBlQ6hNobp9LPvSArzouZjsmGMTyqteFqhNHKoLWY7wR+BUL8vOBnoHQ/R2HnDi2r4ZtJ6d8d0QOpk+OoURWkErn/AuU7jKTX6x6US5msSCoD/4YQ7lAyzOkhre8KzIhVxEAX+G6IVlA+jtjAdeQ9yHZWcLX75UnUJfncIoncJKCvkQeBgoAw5CaNYqBropT+bzHHCzH1p3rcyTUt6mgO9INS97UtoXHEO0Y72GEfJxq2fitJwBKOcijEL5EdC/l4drH7q4BVzOHikzEH4E7syUEemZ4zUK+b5MZ6PHagxZIKMWQiexv8YYqzHaUD4kMcAbw55nhUZqBT92U5fM51Mk9LvPHqeA040ZootrQ+hkBmoZV2uMNgp5n8Rq6EjcxskIS7XS3SqqNHI/yq9c1eMVe24t1lLCeVLNv7OgxuAT7i5uL+ciLN5BWE7CBJnsoDuAOM2ucymTIOCHbmdzKPfyZS6SCu9usjEEg9srtfrh5ZyMcLlO5YeussxnI8oszzRkisUSurhSJoYjzNuQGcFP3Qk3azX7usrTlyXAH/0RlDIK1MsMysQmHrAWg0cEbwg4hE6a3GQQmzgWEyGw/5W7UK6RWuyA6jf4RBgMATBBp/E9NxlkHq8AS3zSszvaES6TOlYEULfBZ8JiCCHOcrVdBvH1oRZ42x9JPbIZYZTMZE0W6zRkkbAYAoTD2cxcV1lstjghw9ngYyxGSC2/y1J9hgAIjyESTNbpnO4mg8zjQeAXPulJ8g7CqTIz8IG8wWfCZgiLOLer7XKTSyeTgX/5I4n1FHC61LLBp/INISJshgAYwmZq3WRwDkSb6YOW5yjiTJnJ39MtQBs4yktBBn8JoyEAqrSaE1zlKOYW4CkPNTzGXpwtNfwj3QL0RqYjVHqoyeAzYTVEIXHu0KtTDw0RmzgFXIM3axO/Ai6Q6XyabgHawGzn1AhDhAirIQCOYQBVbjLIHF5F0oiP2pG7gUvEZls6mVURbaAFcdftM4SDMBsCoFanuzyDdAs28D9p1SY0ic04selMJ7uupoB53A7E0qrfEDhhN0Qf4A69JPWjSaSZrU5EbOoIilIpNtVuBSbR1RTwZ+4CxqdbhiF4wm4IUE7i60x2k0Xm8RDCz1P8eBcwQWZzk3txCdSmmD+zBmFMumUYwkH4DQEgNGg1R7rKE6cc2LSHT31OYrxwZ7rS1KaEQtqAH6VbhiE8RMMQUIJym5sjbGQeH8Juu0D/wmKEzOb+dEXpAvo5ZnAVmGgIL1ExBMB3qeanrnI0cBvwZA/vJI6IsXt8LyXUZgDbWAecnW4ZhvARJUOAskBn8NVUPy6JTTwTSHSNkiSOiLF5KW0ZNgdSwH8DJ6dbhiGcRMsQsDdd3Oomg8xlA7DQ+evrxPmO2LyVrgC1OZgCHiGCp2sb9kzUDAFwgVZzhaschcxFuZsCTpeGFO6d6AWdy2FYPAEmPilXCfUparuhVWtY5wyc94iz6jwukwrVZjBx1kHqXTZD9IhiCwGwP8ribFWmcxiGxWMYM+Q8UTUEKKV6Axf5Xo3N8cR5HDjU77oMwRNdQyRYpjb7+VW4zuZEhIeBA/yqwxAuom6Ig9mWfsjF7tDZnInyCPhnOEP4iLohQLhKqznPyyK1nvOJ8yBZvgHTEDzRNwSAsFyrvHl41eYHKPcDfb0ozxAtcsMQ8DUKuTHTQrSOy4Bfkgg7N+QhuWIIgGt1Bmekm1ltrka4l+iuzRg8IJcMYaHcplPcd3W0jknAreTW92FIg1x7AAZT4u4AYq1jOsJSNAQ3WhsCJ9cMAcpUreXElD46i3owJ2PkMG+g/NJNBneG6OJxJPRnmxYQ5w61e7/iS0F0Fq0oddkUZsgam4BqCjlORrs7ftTVAFKW8Tfg+zqFEcRpAZcnYmSP4bRzA1C/8xtqY9HJCpSfBKDL4C9x4D6KmCql6R0wl1aXSZpZx1aOQykn6PveekOo0VqGd39JL6GATu5EjBlyDuFRLI6TKxibrhkggzGErKBDFtNKJ0cAi0mcXhEmiolzj9qJVlBtihnKaoQrgxZm8JS3EErlCs6Ry3kl08IyHlTLMj6SVmIIw4GHMi3PY46jg3KdTB86WQP+R8cassZmoJ5OhssV3l1g49kilLSwHjhPY1yCMB843KuyM0KYzT5cBJwStBSDJyhwL51UyTg+8Lpwz6ddpZU1DGAIQjnwidflp0FfjBlyhWdRTpOxjPXDDODTOoTYtEszrRQxDFgB5tpaQ0a8h3IlYzhJruRpPyvydWFO5rNRmpkInAT8wc+6DDnJVqCJvgyVq1gpgvpdYVYC2aSZ5xS+QwUXAwuAw7JRryHSrEWZLFfx12xWmrXQDQGVRazhM76JUE/C/QbDzryAcoZcxSgZl10zQACxTLKCLbIQmwIGA6vA/2bQEAk+Asrpx7dlHE8EJSKw4D6Zz7tyE2OBUxBz3W0e0wEspp0jZBytUhrsAm/g0a6ykGfox2nOCnJKB48ZcoZ1wLEynphMDEcIUOCGgMSFibKAlShHOOOLz/eYyRBlNmBxoYznXBnPG0GL6U4oDJFEFrJZ5mNTwFGId8vxhtDwMcpk/s5RMo7fBC2mJ0K5f1gaeQso1WrOdsLMh+8pjyH8yITMD4Lwm1C1EDsjjTxKCccjTIT0Q3oNhlQJtSEAxKZTGlmBMASlCWgPWpMhdwm9IZJII5tkPtXEORrC2f80RJ/IGCKJzGeDNHIhcC6Ea4bCEH0iZ4gk0sg6PuJYJ8w8FHPYhugTWUOAs411Hq3AEc4FKmHbxmqIGJE2RBK5kY/kRmLEORF4PGg9huiSE4ZIIo28KPM4E/gB8HbQegzRI6cMkUQaaGML30KpBj4NWo8hOuSkIQCkma0yjyYKGYqabayG1MhZQyQRm43SwESUkxCeClpPxPgv4tsvvc8Lct4QSaSB55jN6QilwDtB6wk5bwLnyyT+Uybn11gsbwwBzjbW2ayhgGEkzn3dFrSmkPExSjn/ZLhM4rdBiwmCvDJEErHZIrOxsRgErCILpzmEnE5gBUUMkcm0ik1n0IKCIi8NkURs3pXZjKWLs4CXgtYTCMojxDlOJjNRJvLPoOUETV4bIonM4fcIJ+TZNta/IJRKGSMkxmtBiwkLxhAOYhMXm5XAkZDT21g/Q6kHhstksytxZ4whdkJsPhMbmwKGQ049MHFgFcqREsOWspw1fEaEcgtpGJBa/gKUaj3nAM1EexvrMygxKeeZoIWEHdNC7AGZxSMox0Mkt7G+C1xJjFOMGVLDGCIFxKZT6lhBnKEkbksK+7TkFqCeOIOlPDuHBOcKxhAuEJuPpY4YBQxHeTBoPT2gwBq6+KZMwZYKc36uW8wYIg2khjeBC3QOI0i0GMMClgTC80BMpphrBzLBtBAZILWs48scE/BtrO8jTOTffNuYIXOMITJEJtIhtbRicQSS1W2s7cBiihgqU1ghtglv9wJjCI+QGj6SGmLAt8H349zXYjFMphKTslDc45czmDGEx8gMXgDO0LmMwqLV4+LfRDhbpvKYx+UaDP6jNiXayBlB6zCkzv8DQd7QrMbLR1AAAAAASUVORK5CYII=">

<style>
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/uYECMKoHcO9x1wdmbyHIm3-_kf6ByYO6CLYdB4HQE-Y.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/sTdaA6j0Psb920Vjv-mrzH-_kf6ByYO6CLYdB4HQE-Y.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/_VYFx-s824kXq_Ul2BHqYH-_kf6ByYO6CLYdB4HQE-Y.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/tnj4SB6DNbdaQnsM8CFqBX-_kf6ByYO6CLYdB4HQE-Y.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/oMMgfZMQthOryQo9n22dcuvvDin1pK8aKteLpeZ5c0A.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/Ks_cVxiCiwUWVsFWFA3Bjn-_kf6ByYO6CLYdB4HQE-Y.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto'), local('Roboto-Regular'), url(/font-roboto/NJ4vxlgWwWbEsv18dAhqnn-_kf6ByYO6CLYdB4HQE-Y.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/isZ-wbCXNKAbnjo6_TwHToX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/77FXFjRbGzN4aCrSFhlh3oX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/jSN2CGVDbcVyCnfJfjSdfIX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/UX6i4JxQDm3fVTc1CPuwqoX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/d-6IYplOFocCacKzxwXSOJBw1xU1rKptJj_0jans920.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/97uahxiqZRoncBaCEI3aW4X0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Bold'), local('Roboto-Bold'), url(/font-roboto/PwZc-YbIL414wB9rB1IAPYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcC14sYYdJg5dU2qzJEVSuta0.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcC_ZraR2Tg8w2lzm7kLNL0-w.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcCwt_Rm691LTebKfY2ZkKSmI.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcC1BW26QxpSj-_ZKm_xT4hWw.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcC4gp9Q8gbYrhqGlRav_IXfk.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcC6E8kM4xWR1_1bYURRojRGc.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 700;
  src: local('Roboto Bold Italic'), local('Roboto-BoldItalic'), url(/font-roboto/t6Nd4cfPRhZP44Q5QAjcC9DiNsR5a-9Oe_Ivpu8XWlY.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/OpXUqTo0UgQQhGj_SFdLWBkAz4rYn47Zy2rvigWQf6w.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/WxrXJa0C3KdtC7lMafG4dRkAz4rYn47Zy2rvigWQf6w.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/cDKhRaXnQTOVbaoxwdOr9xkAz4rYn47Zy2rvigWQf6w.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/1hZf02POANh32k2VkgEoUBkAz4rYn47Zy2rvigWQf6w.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/vPcynSL0qHq_6dX7lKVByXYhjbSpvc47ee6xR_80Hnw.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/vSzulfKSK0LLjjfeaxcREhkAz4rYn47Zy2rvigWQf6w.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 400;
  src: local('Roboto Italic'), local('Roboto-Italic'), url(/font-roboto/K23cxWVTrIFD6DJsEVi07RkAz4rYn47Zy2rvigWQf6w.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/Fl4y0QdOxyyTHEGMXX8kcYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/0eC6fl06luXEYWpBSJvXCIX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/I3S1wsgSg9YCurV6PUkTOYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/-L14Jk06m6pUHB-5mXQQnYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/Hgo13k-tfSpn0qi1SFdUfZBw1xU1rKptJj_0jans920.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/Pru33qjShpZSmG3z6VYwnYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 300;
  src: local('Roboto Light'), local('Roboto-Light'), url(/font-roboto/NYDWBdD4gIq26G5XYbHsFIX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0at14sYYdJg5dU2qzJEVSuta0.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0at_ZraR2Tg8w2lzm7kLNL0-w.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0atwt_Rm691LTebKfY2ZkKSmI.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0at1BW26QxpSj-_ZKm_xT4hWw.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0at4gp9Q8gbYrhqGlRav_IXfk.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0at6E8kM4xWR1_1bYURRojRGc.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 300;
  src: local('Roboto Light Italic'), local('Roboto-LightItalic'), url(/font-roboto/7m8l7TlFO-S3VkhHuR0at9DiNsR5a-9Oe_Ivpu8XWlY.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/oHi30kwQWvpCWqAhzHcCSIX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/ZLqKeelYbATG60EpZBSDy4X0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/mx9Uck6uB63VIKFYnEMXrYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/rGvHdJnr2l75qb0YND9NyIX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/RxZJdnzeo3R5zSexge8UUZBw1xU1rKptJj_0jans920.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/oOeFwZNlrTefzLYmlVV1UIX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: normal;
  font-weight: 500;
  src: local('Roboto Medium'), local('Roboto-Medium'), url(/font-roboto/mbmhprMH69Zi6eEPBYVFhYX0hVgzZQUfRDuZrPvH3D8.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0V4sYYdJg5dU2qzJEVSuta0.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0fZraR2Tg8w2lzm7kLNL0-w.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0Qt_Rm691LTebKfY2ZkKSmI.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0VBW26QxpSj-_ZKm_xT4hWw.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0Ygp9Q8gbYrhqGlRav_IXfk.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0aE8kM4xWR1_1bYURRojRGc.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto';
  font-style: italic;
  font-weight: 500;
  src: local('Roboto Medium Italic'), local('Roboto-MediumItalic'), url(/font-roboto/OLffGBTaF0XFOW1gnuHF0dDiNsR5a-9Oe_Ivpu8XWlY.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpY14sYYdJg5dU2qzJEVSuta0.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpY_ZraR2Tg8w2lzm7kLNL0-w.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpYwt_Rm691LTebKfY2ZkKSmI.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpY1BW26QxpSj-_ZKm_xT4hWw.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpY4gp9Q8gbYrhqGlRav_IXfk.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpY6E8kM4xWR1_1bYURRojRGc.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 400;
  src: local('Roboto Mono'), local('RobotoMono-Regular'), url(/font-roboto/hMqPNLsu_dywMa4C_DEpY9DiNsR5a-9Oe_Ivpu8XWlY.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59Fz1x-M1I1w5OMiqnVF8xBLhU.woff2) format('woff2');
  unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59FzwXaAXup5mZlfK6xRLrhsco.woff2) format('woff2');
  unicode-range: U+0460-052F, U+20B4, U+2DE0-2DFF, U+A640-A69F;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59Fzwn6Wqxo-xwxilDXPU8chVU.woff2) format('woff2');
  unicode-range: U+0370-03FF;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59Fz1T7aJLK6nKpn36IMwTcMMc.woff2) format('woff2');
  unicode-range: U+1F00-1FFF;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59Fz_79_ZuUxCigM2DespTnFaw.woff2) format('woff2');
  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59Fz4gd9OEPUCN3AdYW0e8tat4.woff2) format('woff2');
  unicode-range: U+0100-024F, U+1E00-1EFF, U+20A0-20AB, U+20AD-20CF, U+2C60-2C7F, U+A720-A7FF;
}
@font-face {
  font-family: 'Roboto Mono';
  font-style: normal;
  font-weight: 700;
  src: local('Roboto Mono Bold'), local('RobotoMono-Bold'), url(/font-roboto/N4duVc9C58uwPiY8_59Fz8bIQSYZnWLaWC9QNCpTK_U.woff2) format('woff2');
  unicode-range: U+0102-0103, U+1EA0-1EF9, U+20AB;
}
</style>



<style>.mat-badge-content{font-weight:600;font-size:12px;font-family:Roboto, "Helvetica Neue", sans-serif}.mat-badge-small .mat-badge-content{font-size:9px}.mat-badge-large .mat-badge-content{font-size:24px}.mat-h1,.mat-headline,.mat-typography h1{font:400 24px/32px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal;margin:0 0 16px}.mat-h2,.mat-title,.mat-typography h2{font:500 20px/32px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal;margin:0 0 16px}.mat-h3,.mat-subheading-2,.mat-typography h3{font:400 16px/28px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal;margin:0 0 16px}.mat-h4,.mat-subheading-1,.mat-typography h4{font:400 15px/24px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal;margin:0 0 16px}.mat-h5,.mat-typography h5{font:400 calc(14px * 0.83)/20px Roboto, "Helvetica Neue", sans-serif;margin:0 0 12px}.mat-h6,.mat-typography h6{font:400 calc(14px * 0.67)/20px Roboto, "Helvetica Neue", sans-serif;margin:0 0 12px}.mat-body-strong,.mat-body-2{font:500 14px/24px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-body,.mat-body-1,.mat-typography{font:400 14px/20px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-body p,.mat-body-1 p,.mat-typography p{margin:0 0 12px}.mat-small,.mat-caption{font:400 12px/20px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-display-4,.mat-typography .mat-display-4{font:300 112px/112px Roboto, "Helvetica Neue", sans-serif;letter-spacing:-0.05em;margin:0 0 56px}.mat-display-3,.mat-typography .mat-display-3{font:400 56px/56px Roboto, "Helvetica Neue", sans-serif;letter-spacing:-0.02em;margin:0 0 64px}.mat-display-2,.mat-typography .mat-display-2{font:400 45px/48px Roboto, "Helvetica Neue", sans-serif;letter-spacing:-0.005em;margin:0 0 64px}.mat-display-1,.mat-typography .mat-display-1{font:400 34px/40px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal;margin:0 0 64px}.mat-bottom-sheet-container{font:400 14px/20px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-button,.mat-raised-button,.mat-icon-button,.mat-stroked-button,.mat-flat-button,.mat-fab,.mat-mini-fab{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:14px;font-weight:500}.mat-button-toggle{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-card{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-card-title{font-size:24px;font-weight:500}.mat-card-header .mat-card-title{font-size:20px}.mat-card-subtitle,.mat-card-content{font-size:14px}.mat-checkbox{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-checkbox-layout .mat-checkbox-label{line-height:24px}.mat-chip{font-size:14px;font-weight:500}.mat-chip .mat-chip-trailing-icon.mat-icon,.mat-chip .mat-chip-remove.mat-icon{font-size:18px}.mat-table{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-header-cell{font-size:12px;font-weight:500}.mat-cell,.mat-footer-cell{font-size:14px}.mat-calendar{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-calendar-body{font-size:13px}.mat-calendar-body-label,.mat-calendar-period-button{font-size:14px;font-weight:500}.mat-calendar-table-header th{font-size:11px;font-weight:400}.mat-dialog-title{font:500 20px/32px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-expansion-panel-header{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:15px;font-weight:400}.mat-expansion-panel-content{font:400 14px/20px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-form-field{font-size:inherit;font-weight:400;line-height:1.125;font-family:Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-form-field-wrapper{padding-bottom:1.34375em}.mat-form-field-prefix .mat-icon,.mat-form-field-suffix .mat-icon{font-size:150%;line-height:1.125}.mat-form-field-prefix .mat-icon-button,.mat-form-field-suffix .mat-icon-button{height:1.5em;width:1.5em}.mat-form-field-prefix .mat-icon-button .mat-icon,.mat-form-field-suffix .mat-icon-button .mat-icon{height:1.125em;line-height:1.125}.mat-form-field-infix{padding:.5em 0;border-top:.84375em solid transparent}.mat-form-field-can-float.mat-form-field-should-float .mat-form-field-label,.mat-form-field-can-float .mat-input-server:focus+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.34375em) scale(0.75);width:133.3333333333%}.mat-form-field-can-float .mat-input-server[label]:not(:label-shown)+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.34374em) scale(0.75);width:133.3333433333%}.mat-form-field-label-wrapper{top:-0.84375em;padding-top:.84375em}.mat-form-field-label{top:1.34375em}.mat-form-field-underline{bottom:1.34375em}.mat-form-field-subscript-wrapper{font-size:75%;margin-top:.6666666667em;top:calc(100% - 1.7916666667em)}.mat-form-field-appearance-legacy .mat-form-field-wrapper{padding-bottom:1.25em}.mat-form-field-appearance-legacy .mat-form-field-infix{padding:.4375em 0}.mat-form-field-appearance-legacy.mat-form-field-can-float.mat-form-field-should-float .mat-form-field-label,.mat-form-field-appearance-legacy.mat-form-field-can-float .mat-input-server:focus+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.28125em) scale(0.75) perspective(100px) translateZ(0.001px);-ms-transform:translateY(-1.28125em) scale(0.75);width:133.3333333333%}.mat-form-field-appearance-legacy.mat-form-field-can-float .mat-form-field-autofill-control:-webkit-autofill+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.28125em) scale(0.75) perspective(100px) translateZ(0.00101px);-ms-transform:translateY(-1.28124em) scale(0.75);width:133.3333433333%}.mat-form-field-appearance-legacy.mat-form-field-can-float .mat-input-server[label]:not(:label-shown)+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.28125em) scale(0.75) perspective(100px) translateZ(0.00102px);-ms-transform:translateY(-1.28123em) scale(0.75);width:133.3333533333%}.mat-form-field-appearance-legacy .mat-form-field-label{top:1.28125em}.mat-form-field-appearance-legacy .mat-form-field-underline{bottom:1.25em}.mat-form-field-appearance-legacy .mat-form-field-subscript-wrapper{margin-top:.5416666667em;top:calc(100% - 1.6666666667em)}@media print{.mat-form-field-appearance-legacy.mat-form-field-can-float.mat-form-field-should-float .mat-form-field-label,.mat-form-field-appearance-legacy.mat-form-field-can-float .mat-input-server:focus+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.28122em) scale(0.75)}.mat-form-field-appearance-legacy.mat-form-field-can-float .mat-form-field-autofill-control:-webkit-autofill+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.28121em) scale(0.75)}.mat-form-field-appearance-legacy.mat-form-field-can-float .mat-input-server[label]:not(:label-shown)+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.2812em) scale(0.75)}}.mat-form-field-appearance-fill .mat-form-field-infix{padding:.25em 0 .75em 0}.mat-form-field-appearance-fill .mat-form-field-label{top:1.09375em;margin-top:-0.5em}.mat-form-field-appearance-fill.mat-form-field-can-float.mat-form-field-should-float .mat-form-field-label,.mat-form-field-appearance-fill.mat-form-field-can-float .mat-input-server:focus+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-0.59375em) scale(0.75);width:133.3333333333%}.mat-form-field-appearance-fill.mat-form-field-can-float .mat-input-server[label]:not(:label-shown)+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-0.59374em) scale(0.75);width:133.3333433333%}.mat-form-field-appearance-outline .mat-form-field-infix{padding:1em 0 1em 0}.mat-form-field-appearance-outline .mat-form-field-label{top:1.84375em;margin-top:-0.25em}.mat-form-field-appearance-outline.mat-form-field-can-float.mat-form-field-should-float .mat-form-field-label,.mat-form-field-appearance-outline.mat-form-field-can-float .mat-input-server:focus+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.59375em) scale(0.75);width:133.3333333333%}.mat-form-field-appearance-outline.mat-form-field-can-float .mat-input-server[label]:not(:label-shown)+.mat-form-field-label-wrapper .mat-form-field-label{transform:translateY(-1.59374em) scale(0.75);width:133.3333433333%}.mat-grid-tile-header,.mat-grid-tile-footer{font-size:14px}.mat-grid-tile-header .mat-line,.mat-grid-tile-footer .mat-line{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;display:block;box-sizing:border-box}.mat-grid-tile-header .mat-line:nth-child(n+2),.mat-grid-tile-footer .mat-line:nth-child(n+2){font-size:12px}input.mat-input-element{margin-top:-0.0625em}.mat-menu-item{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:14px;font-weight:400}.mat-paginator,.mat-paginator-page-size .mat-select-trigger{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:12px}.mat-radio-button{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-select{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-select-trigger{height:1.125em}.mat-slide-toggle-content{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-slider-thumb-label-text{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:12px;font-weight:500}.mat-stepper-vertical,.mat-stepper-horizontal{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-step-label{font-size:14px;font-weight:400}.mat-step-sub-label-error{font-weight:normal}.mat-step-label-error{font-size:14px}.mat-step-label-selected{font-size:14px;font-weight:500}.mat-tab-group{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-tab-label,.mat-tab-link{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:14px;font-weight:500}.mat-toolbar,.mat-toolbar h1,.mat-toolbar h2,.mat-toolbar h3,.mat-toolbar h4,.mat-toolbar h5,.mat-toolbar h6{font:500 20px/32px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal;margin:0}.mat-tooltip{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:10px;padding-top:6px;padding-bottom:6px}.mat-tooltip-handset{font-size:14px;padding-top:8px;padding-bottom:8px}.mat-list-item{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-list-option{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-list-base .mat-list-item{font-size:16px}.mat-list-base .mat-list-item .mat-line{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;display:block;box-sizing:border-box}.mat-list-base .mat-list-item .mat-line:nth-child(n+2){font-size:14px}.mat-list-base .mat-list-option{font-size:16px}.mat-list-base .mat-list-option .mat-line{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;display:block;box-sizing:border-box}.mat-list-base .mat-list-option .mat-line:nth-child(n+2){font-size:14px}.mat-list-base .mat-subheader{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:14px;font-weight:500}.mat-list-base[dense] .mat-list-item{font-size:12px}.mat-list-base[dense] .mat-list-item .mat-line{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;display:block;box-sizing:border-box}.mat-list-base[dense] .mat-list-item .mat-line:nth-child(n+2){font-size:12px}.mat-list-base[dense] .mat-list-option{font-size:12px}.mat-list-base[dense] .mat-list-option .mat-line{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;display:block;box-sizing:border-box}.mat-list-base[dense] .mat-list-option .mat-line:nth-child(n+2){font-size:12px}.mat-list-base[dense] .mat-subheader{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:12px;font-weight:500}.mat-option{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:16px}.mat-optgroup-label{font:500 14px/24px Roboto, "Helvetica Neue", sans-serif;letter-spacing:normal}.mat-simple-snackbar{font-family:Roboto, "Helvetica Neue", sans-serif;font-size:14px}.mat-simple-snackbar-action{line-height:1;font-family:inherit;font-size:inherit;font-weight:500}.mat-tree{font-family:Roboto, "Helvetica Neue", sans-serif}.mat-tree-node,.mat-nested-tree-node{font-weight:400;font-size:14px}.mat-ripple{overflow:hidden;position:relative}.mat-ripple:not(:empty){transform:translateZ(0)}.mat-ripple.mat-ripple-unbounded{overflow:visible}.mat-ripple-element{position:absolute;border-radius:50%;pointer-events:none;transition:opacity,transform 0ms cubic-bezier(0, 0, 0.2, 1);transform:scale(0)}.cdk-high-contrast-active .mat-ripple-element{display:none}.cdk-visually-hidden{border:0;clip:rect(0 0 0 0);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px;outline:0;-webkit-appearance:none;-moz-appearance:none}.cdk-overlay-container,.cdk-global-overlay-wrapper{pointer-events:none;top:0;left:0;height:100%;width:100%}.cdk-overlay-container{position:fixed;z-index:1000}.cdk-overlay-container:empty{display:none}.cdk-global-overlay-wrapper{display:flex;position:absolute;z-index:1000}.cdk-overlay-pane{position:absolute;pointer-events:auto;box-sizing:border-box;z-index:1000;display:flex;max-width:100%;max-height:100%}.cdk-overlay-backdrop{position:absolute;top:0;bottom:0;left:0;right:0;z-index:1000;pointer-events:auto;-webkit-tap-highlight-color:transparent;transition:opacity 400ms cubic-bezier(0.25, 0.8, 0.25, 1);opacity:0}.cdk-overlay-backdrop.cdk-overlay-backdrop-showing{opacity:1}@media screen and (-ms-high-contrast: active){.cdk-overlay-backdrop.cdk-overlay-backdrop-showing{opacity:.6}}.cdk-overlay-dark-backdrop{background:rgba(0,0,0,.32)}.cdk-overlay-transparent-backdrop,.cdk-overlay-transparent-backdrop.cdk-overlay-backdrop-showing{opacity:0}.cdk-overlay-connected-position-bounding-box{position:absolute;z-index:1000;display:flex;flex-direction:column;min-width:1px;min-height:1px}.cdk-global-scrollblock{position:fixed;width:100%;overflow-y:scroll}@keyframes cdk-text-field-autofill-start{/*!*/}@keyframes cdk-text-field-autofill-end{/*!*/}.cdk-text-field-autofill-monitored:-webkit-autofill{animation:cdk-text-field-autofill-start 0s 1ms}.cdk-text-field-autofill-monitored:not(:-webkit-autofill){animation:cdk-text-field-autofill-end 0s 1ms}textarea.cdk-textarea-autosize{resize:none}textarea.cdk-textarea-autosize-measuring{padding:2px 0 !important;box-sizing:content-box !important;height:auto !important;overflow:hidden !important}textarea.cdk-textarea-autosize-measuring-firefox{padding:2px 0 !important;box-sizing:content-box !important;height:0 !important}.mat-ripple-element{background-color:rgba(0,0,0,.1)}.mat-option{color:#212121}.mat-option:hover:not(.mat-option-disabled),.mat-option:focus:not(.mat-option-disabled){background:rgba(0,0,0,.04)}.mat-option.mat-selected:not(.mat-option-multiple):not(.mat-option-disabled){background:rgba(0,0,0,.04)}.mat-option.mat-active{background:rgba(0,0,0,.04);color:#212121}.mat-option.mat-option-disabled{color:rgba(0,0,0,.38)}.mat-primary .mat-option.mat-selected:not(.mat-option-disabled){color:#f57c00}.mat-accent .mat-option.mat-selected:not(.mat-option-disabled){color:#ff9800}.mat-warn .mat-option.mat-selected:not(.mat-option-disabled){color:#f44336}.mat-optgroup-label{color:#616161}.mat-optgroup-disabled .mat-optgroup-label{color:rgba(0,0,0,.38)}.mat-pseudo-checkbox{color:#616161}.mat-pseudo-checkbox::after{color:#fafafa}.mat-pseudo-checkbox-disabled{color:#b0b0b0}.mat-primary .mat-pseudo-checkbox-checked,.mat-primary .mat-pseudo-checkbox-indeterminate{background:#f57c00}.mat-pseudo-checkbox-checked,.mat-pseudo-checkbox-indeterminate,.mat-accent .mat-pseudo-checkbox-checked,.mat-accent .mat-pseudo-checkbox-indeterminate{background:#ff9800}.mat-warn .mat-pseudo-checkbox-checked,.mat-warn .mat-pseudo-checkbox-indeterminate{background:#f44336}.mat-pseudo-checkbox-checked.mat-pseudo-checkbox-disabled,.mat-pseudo-checkbox-indeterminate.mat-pseudo-checkbox-disabled{background:#b0b0b0}.mat-elevation-z0{box-shadow:0px 0px 0px 0px rgba(0, 0, 0, 0.2),0px 0px 0px 0px rgba(0, 0, 0, 0.14),0px 0px 0px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z1{box-shadow:0px 2px 1px -1px rgba(0, 0, 0, 0.2),0px 1px 1px 0px rgba(0, 0, 0, 0.14),0px 1px 3px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z2{box-shadow:0px 3px 1px -2px rgba(0, 0, 0, 0.2),0px 2px 2px 0px rgba(0, 0, 0, 0.14),0px 1px 5px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z3{box-shadow:0px 3px 3px -2px rgba(0, 0, 0, 0.2),0px 3px 4px 0px rgba(0, 0, 0, 0.14),0px 1px 8px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z4{box-shadow:0px 2px 4px -1px rgba(0, 0, 0, 0.2),0px 4px 5px 0px rgba(0, 0, 0, 0.14),0px 1px 10px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z5{box-shadow:0px 3px 5px -1px rgba(0, 0, 0, 0.2),0px 5px 8px 0px rgba(0, 0, 0, 0.14),0px 1px 14px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z6{box-shadow:0px 3px 5px -1px rgba(0, 0, 0, 0.2),0px 6px 10px 0px rgba(0, 0, 0, 0.14),0px 1px 18px 0px rgba(0, 0, 0, 0.12)}.mat-elevation-z7{box-shadow:0px 4px 5px -2px rgba(0, 0, 0, 0.2),0px 7px 10px 1px rgba(0, 0, 0, 0.14),0px 2px 16px 1px rgba(0, 0, 0, 0.12)}.mat-elevation-z8{box-shadow:0px 5px 5px -3px rgba(0, 0, 0, 0.2),0px 8px 10px 1px rgba(0, 0, 0, 0.14),0px 3px 14px 2px rgba(0, 0, 0, 0.12)}.mat-elevation-z9{box-shadow:0px 5px 6px -3px rgba(0, 0, 0, 0.2),0px 9px 12px 1px rgba(0, 0, 0, 0.14),0px 3px 16px 2px rgba(0, 0, 0, 0.12)}.mat-elevation-z10{box-shadow:0px 6px 6px -3px rgba(0, 0, 0, 0.2),0px 10px 14px 1px rgba(0, 0, 0, 0.14),0px 4px 18px 3px rgba(0, 0, 0, 0.12)}.mat-elevation-z11{box-shadow:0px 6px 7px -4px rgba(0, 0, 0, 0.2),0px 11px 15px 1px rgba(0, 0, 0, 0.14),0px 4px 20px 3px rgba(0, 0, 0, 0.12)}.mat-elevation-z12{box-shadow:0px 7px 8px -4px rgba(0, 0, 0, 0.2),0px 12px 17px 2px rgba(0, 0, 0, 0.14),0px 5px 22px 4px rgba(0, 0, 0, 0.12)}.mat-elevation-z13{box-shadow:0px 7px 8px -4px rgba(0, 0, 0, 0.2),0px 13px 19px 2px rgba(0, 0, 0, 0.14),0px 5px 24px 4px rgba(0, 0, 0, 0.12)}.mat-elevation-z14{box-shadow:0px 7px 9px -4px rgba(0, 0, 0, 0.2),0px 14px 21px 2px rgba(0, 0, 0, 0.14),0px 5px 26px 4px rgba(0, 0, 0, 0.12)}.mat-elevation-z15{box-shadow:0px 8px 9px -5px rgba(0, 0, 0, 0.2),0px 15px 22px 2px rgba(0, 0, 0, 0.14),0px 6px 28px 5px rgba(0, 0, 0, 0.12)}.mat-elevation-z16{box-shadow:0px 8px 10px -5px rgba(0, 0, 0, 0.2),0px 16px 24px 2px rgba(0, 0, 0, 0.14),0px 6px 30px 5px rgba(0, 0, 0, 0.12)}.mat-elevation-z17{box-shadow:0px 8px 11px -5px rgba(0, 0, 0, 0.2),0px 17px 26px 2px rgba(0, 0, 0, 0.14),0px 6px 32px 5px rgba(0, 0, 0, 0.12)}.mat-elevation-z18{box-shadow:0px 9px 11px -5px rgba(0, 0, 0, 0.2),0px 18px 28px 2px rgba(0, 0, 0, 0.14),0px 7px 34px 6px rgba(0, 0, 0, 0.12)}.mat-elevation-z19{box-shadow:0px 9px 12px -6px rgba(0, 0, 0, 0.2),0px 19px 29px 2px rgba(0, 0, 0, 0.14),0px 7px 36px 6px rgba(0, 0, 0, 0.12)}.mat-elevation-z20{box-shadow:0px 10px 13px -6px rgba(0, 0, 0, 0.2),0px 20px 31px 3px rgba(0, 0, 0, 0.14),0px 8px 38px 7px rgba(0, 0, 0, 0.12)}.mat-elevation-z21{box-shadow:0px 10px 13px -6px rgba(0, 0, 0, 0.2),0px 21px 33px 3px rgba(0, 0, 0, 0.14),0px 8px 40px 7px rgba(0, 0, 0, 0.12)}.mat-elevation-z22{box-shadow:0px 10px 14px -6px rgba(0, 0, 0, 0.2),0px 22px 35px 3px rgba(0, 0, 0, 0.14),0px 8px 42px 7px rgba(0, 0, 0, 0.12)}.mat-elevation-z23{box-shadow:0px 11px 14px -7px rgba(0, 0, 0, 0.2),0px 23px 36px 3px rgba(0, 0, 0, 0.14),0px 9px 44px 8px rgba(0, 0, 0, 0.12)}.mat-elevation-z24{box-shadow:0px 11px 15px -7px rgba(0, 0, 0, 0.2),0px 24px 38px 3px rgba(0, 0, 0, 0.14),0px 9px 46px 8px rgba(0, 0, 0, 0.12)}.mat-app-background{background-color:#fafafa;color:#212121}.mat-theme-loaded-marker{display:none}.mat-autocomplete-panel{background:#fff;color:#212121}.mat-autocomplete-panel:not([class*=mat-elevation-z]){box-shadow:0px 2px 4px -1px rgba(0, 0, 0, 0.2),0px 4px 5px 0px rgba(0, 0, 0, 0.14),0px 1px 10px 0px rgba(0, 0, 0, 0.12)}.mat-autocomplete-panel .mat-option.mat-selected:not(.mat-active):not(:hover){background:#fff}.mat-autocomplete-panel .mat-option.mat-selected:not(.mat-active):not(:hover):not(.mat-option-disabled){color:#212121}.mat-badge-content{color:#fff;background:#f57c00}.cdk-high-contrast-active .mat-badge-content{outline:solid 1px;border-radius:0}.mat-badge-accent .mat-badge-content{background:#ff9800;color:#fff}.mat-badge-warn .mat-badge-content{color:#fff;background:#f44336}.mat-badge{position:relative}.mat-badge-hidden .mat-badge-content{display:none}.mat-badge-disabled .mat-badge-content{background:#b9b9b9;color:#757575}.mat-badge-content{position:absolute;text-align:center;display:inline-block;border-radius:50%;transition:transform 200ms ease-in-out;transform:scale(0.6);overflow:hidden;white-space:nowrap;text-overflow:ellipsis;pointer-events:none}.ng-animate-disabled .mat-badge-content,.mat-badge-content._mat-animation-noopable{transition:none}.mat-badge-content.mat-badge-active{transform:none}.mat-badge-small .mat-badge-content{width:16px;height:16px;line-height:16px}.mat-badge-small.mat-badge-above .mat-badge-content{top:-8px}.mat-badge-small.mat-badge-below .mat-badge-content{bottom:-8px}.mat-badge-small.mat-badge-before .mat-badge-content{left:-16px}[dir=rtl] .mat-badge-small.mat-badge-before .mat-badge-content{left:auto;right:-16px}.mat-badge-small.mat-badge-after .mat-badge-content{right:-16px}[dir=rtl] .mat-badge-small.mat-badge-after .mat-badge-content{right:auto;left:-16px}.mat-badge-small.mat-badge-overlap.mat-badge-before .mat-badge-content{left:-8px}[dir=rtl] .mat-badge-small.mat-badge-overlap.mat-badge-before .mat-badge-content{left:auto;right:-8px}.mat-badge-small.mat-badge-overlap.mat-badge-after .mat-badge-content{right:-8px}[dir=rtl] .mat-badge-small.mat-badge-overlap.mat-badge-after .mat-badge-content{right:auto;left:-8px}.mat-badge-medium .mat-badge-content{width:22px;height:22px;line-height:22px}.mat-badge-medium.mat-badge-above .mat-badge-content{top:-11px}.mat-badge-medium.mat-badge-below .mat-badge-content{bottom:-11px}.mat-badge-medium.mat-badge-before .mat-badge-content{left:-22px}[dir=rtl] .mat-badge-medium.mat-badge-before .mat-badge-content{left:auto;right:-22px}.mat-badge-medium.mat-badge-after .mat-badge-content{right:-22px}[dir=rtl] .mat-badge-medium.mat-badge-after .mat-badge-content{right:auto;left:-22px}.mat-badge-medium.mat-badge-overlap.mat-badge-before .mat-badge-content{left:-11px}[dir=rtl] .mat-badge-medium.mat-badge-overlap.mat-badge-before .mat-badge-content{left:auto;right:-11px}.mat-badge-medium.mat-badge-overlap.mat-badge-after .mat-badge-content{right:-11px}[dir=rtl] .mat-badge-medium.mat-badge-overlap.mat-badge-after .mat-badge-content{right:auto;left:-11px}.mat-badge-large .mat-badge-content{width:28px;height:28px;line-height:28px}.mat-badge-large.mat-badge-above .mat-badge-content{top:-14px}.mat-badge-large.mat-badge-below .mat-badge-content{bottom:-14px}.mat-badge-large.mat-badge-before .mat-badge-content{left:-28px}[dir=rtl] .mat-badge-large.mat-badge-before .mat-badge-content{left:auto;right:-28px}.mat-badge-large.mat-badge-after .mat-badge-content{right:-28px}[dir=rtl] .mat-badge-large.mat-badge-after .mat-badge-content{right:auto;left:-28px}.mat-badge-large.mat-badge-overlap.mat-badge-before .mat-badge-content{left:-14px}[dir=rtl] .mat-badge-large.mat-badge-overlap.mat-badge-before .mat-badge-content{left:auto;right:-14px}.mat-badge-large.mat-badge-overlap.mat-badge-after .mat-badge-content{right:-14px}[dir=rtl] .mat-badge-large.mat-badge-overlap.mat-badge-after .mat-badge-content{right:auto;left:-14px}.mat-bottom-sheet-container{box-shadow:0px 8px 10px -5px rgba(0, 0, 0, 0.2),0px 16px 24px 2px rgba(0, 0, 0, 0.14),0px 6px 30px 5px rgba(0, 0, 0, 0.12);background:#fff;color:#212121}.mat-button,.mat-icon-button,.mat-stroked-button{color:inherit;background:transparent}.mat-button.mat-primary,.mat-icon-button.mat-primary,.mat-stroked-button.mat-primary{color:#f57c00}.mat-button.mat-accent,.mat-icon-button.mat-accent,.mat-stroked-button.mat-accent{color:#ff9800}.mat-button.mat-warn,.mat-icon-button.mat-warn,.mat-stroked-button.mat-warn{color:#f44336}.mat-button.mat-primary[disabled],.mat-button.mat-accent[disabled],.mat-button.mat-warn[disabled],.mat-button[disabled][disabled],.mat-icon-button.mat-primary[disabled],.mat-icon-button.mat-accent[disabled],.mat-icon-button.mat-warn[disabled],.mat-icon-button[disabled][disabled],.mat-stroked-button.mat-primary[disabled],.mat-stroked-button.mat-accent[disabled],.mat-stroked-button.mat-warn[disabled],.mat-stroked-button[disabled][disabled]{color:rgba(0,0,0,.26)}.mat-button.mat-primary .mat-button-focus-overlay,.mat-icon-button.mat-primary .mat-button-focus-overlay,.mat-stroked-button.mat-primary .mat-button-focus-overlay{background-color:#f57c00}.mat-button.mat-accent .mat-button-focus-overlay,.mat-icon-button.mat-accent .mat-button-focus-overlay,.mat-stroked-button.mat-accent .mat-button-focus-overlay{background-color:#ff9800}.mat-button.mat-warn .mat-button-focus-overlay,.mat-icon-button.mat-warn .mat-button-focus-overlay,.mat-stroked-button.mat-warn .mat-button-focus-overlay{background-color:#f44336}.mat-button[disabled] .mat-button-focus-overlay,.mat-icon-button[disabled] .mat-button-focus-overlay,.mat-stroked-button[disabled] .mat-button-focus-overlay{background-color:transparent}.mat-button .mat-ripple-element,.mat-icon-button .mat-ripple-element,.mat-stroked-button .mat-ripple-element{opacity:.1;background-color:currentColor}.mat-button-focus-overlay{background:#000}.mat-stroked-button:not([disabled]){border-color:rgba(0,0,0,.12)}.mat-flat-button,.mat-raised-button,.mat-fab,.mat-mini-fab{color:#212121;background-color:#fff}.mat-flat-button.mat-primary,.mat-raised-button.mat-primary,.mat-fab.mat-primary,.mat-mini-fab.mat-primary{color:#fff}.mat-flat-button.mat-accent,.mat-raised-button.mat-accent,.mat-fab.mat-accent,.mat-mini-fab.mat-accent{color:#fff}.mat-flat-button.mat-warn,.mat-raised-button.mat-warn,.mat-fab.mat-warn,.mat-mini-fab.mat-warn{color:#fff}.mat-flat-button.mat-primary[disabled],.mat-flat-button.mat-accent[disabled],.mat-flat-button.mat-warn[disabled],.mat-flat-button[disabled][disabled],.mat-raised-button.mat-primary[disabled],.mat-raised-button.mat-accent[disabled],.mat-raised-button.mat-warn[disabled],.mat-raised-button[disabled][disabled],.mat-fab.mat-primary[disabled],.mat-fab.mat-accent[disabled],.mat-fab.mat-warn[disabled],.mat-fab[disabled][disabled],.mat-mini-fab.mat-primary[disabled],.mat-mini-fab.mat-accent[disabled],.mat-mini-fab.mat-warn[disabled],.mat-mini-fab[disabled][disabled]{color:rgba(0,0,0,.26)}.mat-flat-button.mat-primary,.mat-raised-button.mat-primary,.mat-fab.mat-primary,.mat-mini-fab.mat-primary{background-color:#f57c00}.mat-flat-button.mat-accent,.mat-raised-button.mat-accent,.mat-fab.mat-accent,.mat-mini-fab.mat-accent{background-color:#ff9800}.mat-flat-button.mat-warn,.mat-raised-button.mat-warn,.mat-fab.mat-warn,.mat-mini-fab.mat-warn{background-color:#f44336}.mat-flat-button.mat-primary[disabled],.mat-flat-button.mat-accent[disabled],.mat-flat-button.mat-warn[disabled],.mat-flat-button[disabled][disabled],.mat-raised-button.mat-primary[disabled],.mat-raised-button.mat-accent[disabled],.mat-raised-button.mat-warn[disabled],.mat-raised-button[disabled][disabled],.mat-fab.mat-primary[disabled],.mat-fab.mat-accent[disabled],.mat-fab.mat-warn[disabled],.mat-fab[disabled][disabled],.mat-mini-fab.mat-primary[disabled],.mat-mini-fab.mat-accent[disabled],.mat-mini-fab.mat-warn[disabled],.mat-mini-fab[disabled][disabled]{background-color:rgba(0,0,0,.12)}.mat-flat-button.mat-primary .mat-ripple-element,.mat-raised-button.mat-primary .mat-ripple-element,.mat-fab.mat-primary .mat-ripple-element,.mat-mini-fab.mat-primary .mat-ripple-element{background-color:rgba(255,255,255,.1)}.mat-flat-button.mat-accent .mat-ripple-element,.mat-raised-button.mat-accent .mat-ripple-element,.mat-fab.mat-accent .mat-ripple-element,.mat-mini-fab.mat-accent .mat-ripple-element{background-color:rgba(255,255,255,.1)}.mat-flat-button.mat-warn .mat-ripple-element,.mat-raised-button.mat-warn .mat-ripple-element,.mat-fab.mat-warn .mat-ripple-element,.mat-mini-fab.mat-warn .mat-ripple-element{background-color:rgba(255,255,255,.1)}.mat-stroked-button:not([class*=mat-elevation-z]),.mat-flat-button:not([class*=mat-elevation-z]){box-shadow:0px 0px 0px 0px rgba(0, 0, 0, 0.2),0px 0px 0px 0px rgba(0, 0, 0, 0.14),0px 0px 0px 0px rgba(0, 0, 0, 0.12)}.mat-raised-button:not([class*=mat-elevation-z]){box-shadow:0px 3px 1px -2px rgba(0, 0, 0, 0.2),0px 2px 2px 0px rgba(0, 0, 0, 0.14),0px 1px 5px 0px rgba(0, 0, 0, 0.12)}.mat-raised-button:not([disabled]):active:not([class*=mat-elevation-z]){box-shadow:0px 5px 5px -3px rgba(0, 0, 0, 0.2),0px 8px 10px 1px rgba(0, 0, 0, 0.14),0px 3px 14px 2px rgba(0, 0, 0, 0.12)}.mat-raised-button[disabled]:not([class*=mat-elevation-z]){box-shadow:0px 0px 0px 0px rgba(0, 0, 0, 0.2),0px 0px 0px 0px rgba(0, 0, 0, 0.14),0px 0px 0px 0px rgba(0, 0, 0, 0.12)}.mat-fab:not([class*=mat-elevation-z]),.mat-mini-fab:not([class*=mat-elevation-z]){box-shadow:0px 3px 5px -1px rgba(0, 0, 0, 0.2),0px 6px 10px 0px rgba(0, 0, 0, 0.14),0px 1px 18px 0px rgba(0, 0, 0, 0.12)}.mat-fab:not([disabled]):active:not([class*=mat-elevation-z]),.mat-mini-fab:not([disabled]):active:not([class*=mat-elevation-z]){box-shadow:0px 7px 8px -4px rgba(0, 0, 0, 0.2),0px 12px 17px 2px rgba(0, 0, 0, 0.14),0px 5px 22px 4px rgba(0, 0, 0, 0.12)}.mat-fab[disabled]:not([class*=mat-elevation-z]),.mat-mini-fab[disabled]:not([class*=mat-elevation-z]){box-shadow:0px 0px 0px 0px rgba(0, 0, 0, 0.2),0px 0px 0px 0px rgba(0, 0, 0, 0.14),0px 0px 0px 0px rgba(0, 0, 0, 0.12)}.mat-button-toggle-standalone,.mat-button-toggle-group{box-shadow:0px 3px 1px -2px rgba(0, 0, 0, 0.2),0px 2px 2px 0px rgba(0, 0, 0, 0.14),0px 1px 5px 0px rgba(0, 0, 0, 0.12)}.mat-button-toggle-standalone.mat-button-toggle-appearance-standard,.mat-button-toggle-group-appearance-standard{box-shadow:none}.mat-button-toggle{color:rgba(0,0,0,.38)}.mat-button-toggle .mat-button-toggle-focus-overlay{background-color:rgba(0,0,0,.12)}.mat-button-toggle-appearance-standard{color:#212121;background:#fff}.mat-button-toggle-appearance-standard .mat-button-toggle-focus-overlay{background-color:#000}.mat-button-toggle-group-appearance-standard .mat-button-toggle+.mat-button-toggle{border-left:solid 1px rgba(0,0,0,.12)}[dir=rtl] .mat-button-toggle-group-appearance-standard .mat-button-toggle+.mat-button-toggle{border-left:none;border-right:solid 1px rgba(0,0,0,.12)}.mat-button-toggle-group-appearance-standard.mat-button-toggle-vertical .mat-button-toggle+.mat-button-toggle{border-left:none;border-right:none;border-top:solid 1px rgba(0,0,0,.12)}.mat-button-toggle-checked{background-color:#e0e0e0;color:#616161}.mat-button-toggle-checked.mat-button-toggle-appearance-standard{color:#212121}.mat-button-toggle-disabled{color:rgba(0,0,0,.26);background-color:#eee}.mat-button-toggle-disabled.mat-button-toggle-appearance-standard{background:#fff}.mat-button-toggle-disabled.mat-button-toggle-checked{background-color:#bdbdbd}.mat-button-toggle-standalone.mat-button-toggle-appearance-standard,.mat-button-toggle-group-appearance-standard{border:solid 1px rgba(0,0,0,.12)}.mat-card{background:#fff;color:#212121}.mat-card:not([class*=mat-elevation-z]){box-shadow:0px 2px 1px -1px rgba(0, 0, 0, 0.2),0px 1px 1px 0px rgba(0, 0, 0, 0.14),0px 1px 3px 0px rgba(0, 0, 0, 0.12)}.mat-card.mat-card-flat:not([class*=mat-elevation-z]){box-shadow:0px 0px 0px 0px rgba(0, 0, 0, 0.2),0px 0px 0px 0px rgba(0, 0, 0, 0.14),0px 0px 0px 0px rgba(0, 0, 0, 0.12)}.mat-card-subtitle{color:#616161}.mat-checkbox-frame{border-color:#616161}.mat-checkbox-checkmark{fill:#fafafa}.mat-checkbox-checkmark-path{stroke:#fafafa !important}.mat-checkbox-mixedmark{background-color:#fafafa}.mat-checkbox-indeterminate.mat-primary .mat-checkbox-background,.mat-checkbox-checked.mat-primary .mat-checkbox-background{background-color:#f57c00}.mat-checkbox-indeterminate.mat-accent .mat-checkbox-background,.mat-checkbox-checked.mat-accent .mat-checkbox-background{background-color:#ff9800}.mat-checkbox-indeterminate.mat-warn .mat-checkbox-background,.mat-checkbox-checked.mat-warn .mat-checkbox-background{background-color:#f44336}.mat-checkbox-disabled.mat-checkbox-checked .mat-checkbox-background,.mat-checkbox-disabled.mat-checkbox-indeterminate .mat-checkbox-background{background-color:#b0b0b0}.mat-checkbox-disabled:not(.mat-checkbox-checked) .mat-checkbox-frame{border-color:#b0b0b0}.mat-checkbox-disabled .mat-checkbox-label{color:#616161}.mat-checkbox .mat-ripple-element{background-color:#000}.mat-checkbox-checked:not(.mat-checkbox-disabled).mat-primary .mat-ripple-element,.mat-checkbox:active:not(.mat-checkbox-disabled).mat-primary .mat-ripple-element{background:#f57c00}.mat-checkbox-checked:not(.mat-checkbox-disabled).mat-accent .mat-ripple-element,.mat-checkbox:active:not(.mat-checkbox-disabled).mat-accent .mat-ripple-element{background:#ff9800}.mat-checkbox-checked:not(.mat-checkbox-disabled).mat-warn .mat-ripple-element,.mat-checkbox:active:not(.mat-checkbox-disabled).mat-warn .mat-ripple-element{background:#f44336}.mat-chip.mat-standard-chip{background-color:#e0e0e0;color:#212121}.mat-chip.mat-standard-chip .mat-chip-remove{color:#212121;opacity:.4}.mat-chip.mat-standard-chip:not(.mat-chip-disabled):active{box-shadow:0px 3px 3px -2px rgba(0, 0, 0, 0.2),0px 3px 4px 0px rgba(0, 0, 0, 0.14),0px 1px 8px 0px rgba(0, 0, 0, 0.12)}.mat-chip.mat-standard-chip:not(.mat-chip-disabled) .mat-chip-remove:hover{opacity:.54}.mat-chip.mat-standard-chip.mat-chip-disabled{opacity:.4}.mat-chip.mat-standard-chip::after{background:#000}.mat-chip.mat-standard-chip.mat-chip-selected.mat-primary{background-color:#f57c00;color:#fff}.mat-chip.mat-standard-chip.mat-chip-selected.mat-primary .mat-chip-remove{color:#fff;opacity:.4}.mat-chip.mat-standard-chip.mat-chip-selected.mat-primary .mat-ripple-element{background-color:rgba(255,255,255,.1)}.mat-chip.mat-standard-chip.mat-chip-selected.mat-warn{background-color:#f44336;color:#fff}.mat-chip.mat-standard-chip.mat-chip-selected.mat-warn .mat-chip-remove{color:#fff;opacity:.4}.mat-chip.mat-standard-chip.mat-chip-selected.mat-warn .mat-ripple-element{background-color:rgba(255,255,255,.1)}.mat-chip.mat-standard-chip.mat-chip-selected.mat-accent{background-color:#ff9800;color:#fff}.mat-chip.mat-standard-chip.mat-chip-selected.mat-accent .mat-chip-remove{color:#fff;opacity:.4}.mat-chip.mat-standard-chip.mat-chip-selected.mat-accent .mat-ripple-element{background-color:rgba(255,255,255,.1)}.mat-table{background:#fff}.mat-table thead,.mat-table tbody,.mat-table tfoot,mat-header-row,mat-row,mat-footer-row,[mat-header-row],[mat-row],[mat-footer-row],.mat-table-sticky{background:inherit}mat-row,mat-header-row,mat-footer-row,th.mat-header-cell,td.mat-cell,td.mat-footer-cell{border-bottom-color:rgba(0,0,0,.12)}.mat-header-cell{color:#616161}.mat-cell,.mat-footer-cell{color:#212121}.mat-calendar-arrow{border-top-color:rgba(0,0,0,.54)}.mat-datepicker-toggle,.mat-datepicker-content .mat-calendar-next-button,.mat-datepicker-content .mat-calendar-previous-button{color:rgba(0,0,0,.54)}.mat-calendar-table-header{color:rgba(0,0,0,.38)}.mat-calendar-table-header-divider::after{background:rgba(0,0,0,.12)}.mat-calendar-body-label{color:#616161}.mat-calendar-body-cell-content{color:#212121;border-color:transparent}.mat-calendar-body-disabled>.mat-calendar-body-cell-content:not(.mat-calendar-body-selected){color:#757575}.mat-calendar-body-cell:not(.mat-calendar-body-disabled):hover>.mat-calendar-body-cell-content:not(.mat-calendar-body-selected),.cdk-keyboard-focused .mat-calendar-body-active>.mat-calendar-body-cell-content:not(.mat-calendar-body-selected),.cdk-program-focused .mat-calendar-body-active>.mat-calendar-body-cell-content:not(.mat-calendar-body-selected){background-color:rgba(0,0,0,.04)}.mat-calendar-body-today:not(.mat-calendar-body-selected){border-color:rgba(0,0,0,.38)}.mat-calendar-body-disabled>.mat-calendar-body-today:not(.mat-calendar-body-selected){border-color:rgba(0,0,0,.18)}.mat-calendar-body-selected{background-color:#f57c00;color:#fff}.mat-calendar-body-disabled>.mat-calendar-body-selected{background-color:rgba(245,124,0,.4)}.mat-calendar-body-today.mat-calendar-body-selected{box-shadow:inset 0 0 0 1px #fff}.mat-datepicker-content{box-shadow:0px 2px 4px -1px rgba(0, 0, 0, 0.2),0px 4px 5px 0px rgba(0, 0, 0, 0.14),0px 1px 10px 0px rgba(0, 0, 0, 0.12);background-color:#fff;color:#212121}.mat-datepicker-content.mat-accent .mat-calendar-body-selected{background-color:#ff9800;color:#fff}.mat-datepicker-content.mat-accent .mat-calendar-body-disabled>.mat-calendar-body-selected{background-color:rgba(255,152,0,.4)}.mat-datepicker-content.mat-accent .mat-calendar-body-today.mat-calendar-body-selected{box-shadow:inset 0 0 0 1px #fff}.mat-datepicker-content.mat-warn .mat-calendar-body-selected{background-color:#f44336;color:#fff}.mat-datepicker-content.mat-warn .mat-calendar-body-disabled>.mat-calendar-body-selected{background-color:rgba(244,67,54,.4)}.mat-datepicker-content.mat-warn .mat-calendar-body-today.mat-calendar-body-selected{box-shadow:inset 0 0 0 1px #fff}.mat-datepicker-content-touch{box-shadow:0px 0px 0px 0px rgba(0, 0, 0, 0.2),0px 0px 0px 0px rgba(0, 0, 0, 0.14),0px 0px 0px 0px rgba(0, 0, 0, 0.12)}.mat-datepicker-toggle-active{color:#f57c00}.mat-datepicker-toggle-active.mat-accent{color:#ff9800}.mat-datepicker-toggle-active.mat-warn{color:#f44336}.mat-dialog-container{box-shadow:0px 11px 15px -7px rgba(0, 0, 0, 0.2),0px 24px 38px 3px rgba(0, 0, 0, 0.14),0px 9px 46px 8px rgba(0, 0, 0, 0.12);background:#fff;color:#212121}.mat-divider{border-top-color:rgba(0,0,0,.12)}.mat-divider-vertical{border-right-color:rgba(0,0,0,.12)}.mat-expansion-panel{background:#fff;color:#212121}.mat-expansion-panel:not([class*=mat-elevation-z]){box-shadow:0px 3px 1px -2px rgba(0, 0, 0, 0.2),0px 2px 2px 0px rgba(0, 0, 0, 0.14),0px 1px 5px 0px rgba(0, 0, 0, 0.12)}.mat-action-row{border-top-color:rgba(0,0,0,.12)}.mat-expansion-panel .mat-expansion-panel-header.cdk-keyboard-focused:not([aria-disabled=true]),.mat-expansion-panel .mat-expansion-panel-header.cdk-program-focused:not([aria-disabled=true]),.mat-expansion-panel:not(.mat-expanded) .mat-expansion-panel-header:hover:not([aria-disabled=true]){background:rgba(0,0,0,.04)}@media(hover: none){.mat-expansion-panel:not(.mat-expanded):not([aria-disabled=true]) .mat-expansion-panel-header:hover{background:#fff}}.mat-expansion-panel-header-title{color:#212121}.mat-expansion-panel-header-description,.mat-expansion-indicator::after{color:#616161}.mat-expansion-panel-header[aria-disabled=true]{color:rgba(0,0,0,.26)}.mat-expansion-panel-header[aria-disabled=true] .mat-expansion-panel-header-title,.mat-expansion-panel-header[aria-disabled=true] .mat-expansion-panel-header-description{color:inherit}.mat-form-field-label{color:rgba(97,97,97,.6)}.mat-hint{color:rgba(97,97,97,.6)}.mat-form-field.mat-focused .mat-form-field-label{color:#f57c00}.mat-form-field.mat-focused .mat-form-field-label.mat-accent{color:#ff9800}.mat-form-field.mat-focused .mat-form-field-label.mat-warn{color:#f44336}.mat-focused .mat-form-field-required-marker{color:#ff9800}.mat-form-field-ripple{background-color:rgba(0,0,0,.87)}.mat-form-field.mat-focused .mat-form-field-ripple{background-color:#f57c00}.mat-form-field.mat-focused .mat-form-field-ripple.mat-accent{background-color:#ff9800}.mat-form-field.mat-focused .mat-form-field-ripple.mat-warn{background-color:#f44336}.mat-form-field-type-mat-native-select.mat-focused:not(.mat-form-field-invalid) .mat-form-field-infix::after{color:#f57c00}.mat-form-field-type-mat-native-select.mat-focused:not(.mat-form-field-invalid).mat-accent .mat-form-field-infix::after{color:#ff9800}.mat-form-field-type-mat-native-select.mat-focused:not(.mat-form-field-invalid).mat-warn .mat-form-field-infix::after{color:#f44336}.mat-form-field.mat-form-field-invalid .mat-form-field-label{color:#f44336}.mat-form-field.mat-form-field-invalid .mat-form-field-label.mat-accent,.mat-form-field.mat-form-field-invalid .mat-form-field-label .mat-form-field-required-marker{color:#f44336}.mat-form-field.mat-form-field-invalid .mat-form-field-ripple,.mat-form-field.mat-form-field-invalid .mat-form-field-ripple.mat-accent{background-color:#f44336}.mat-error{color:#f44336}.mat-form-field-appearance-legacy .mat-form-field-label{color:#616161}.mat-form-field-appearance-legacy .mat-hint{color:#616161}.mat-form-field-appearance-legacy .mat-form-field-underline{background-color:rgba(0,0,0,.42)}.mat-form-field-appearance-legacy.mat-form-field-disabled .mat-form-field-underline{background-image:linear-gradient(to right, rgba(0, 0, 0, 0.42) 0%, rgba(0, 0, 0, 0.42) 33%, transparent 0%);background-size:4px 100%;background-repeat:repeat-x}.mat-form-field-appearance-standard .mat-form-field-underline{background-color:rgba(0,0,0,.42)}.mat-form-field-appearance-standard.mat-form-field-disabled .mat-form-field-underline{background-image:linear-gradient(to right, rgba(0, 0, 0, 0.42) 0%, rgba(0, 0, 0, 0.42) 33%, transparent 0%);background-size:4px 100%;background-repeat:repeat-x}.mat-form-field-appearance-fill .mat-form-field-flex{background-color:rgba(0,0,0,.04)}.mat-form-field-appearance-fill.mat-form-field-disabled .mat-form-field-flex{background-color:rgba(0,0,0,.02)}.mat-form-field-appearance-fill .mat-form-field-underline::before{background-color:rgba(0,0,0,.42)}.mat-form-field-appearance-fill.mat-form-field-disabled .mat-form-field-label{color:#757575}.mat-form-field-appearance-fill.mat-form-field-disabled .mat-form-field-underline::before{background-color:transparent}.mat-form-field-appearance-outline .mat-form-field-outline{color:rgba(0,0,0,.12)}.mat-form-field-appearance-outline .mat-form-field-outline-thick{color:rgba(0,0,0,.87)}.mat-form-field-appearance-outline.mat-focused .mat-form-field-outline-thick{color:#f57c00}.mat-form-field-appearance-outline.mat-focused.mat-accent .mat-form-field-outline-thick{color:#ff9800}.mat-form-field-appearance-outline.mat-focused.mat-warn .mat-form-field-outline-thick{color:#f44336}.mat-form-field-appearance-outline.mat-form-field-invalid.mat-form-field-invalid .mat-form-field-outline-thick{color:#f44336}.mat-form-field-appearance-outline.mat-form-field-disabled .mat-form-field-label{color:#757575}.mat-form-field-appearance-outline.mat-form-field-disabled .mat-form-field-outline{color:rgba(0,0,0,.06)}.mat-icon.mat-primary{color:#f57c00}.mat-icon.mat-accent{color:#ff9800}.mat-icon.mat-warn{color:#f44336}.mat-form-field-type-mat-native-select .mat-form-field-infix::after{color:#616161}.mat-input-element:disabled,.mat-form-field-type-mat-native-select.mat-form-field-disabled .mat-form-field-infix::after{color:#757575}.mat-input-element{caret-color:#f57c00}.mat-input-element::placeholder{color:rgba(97,97,97,.42)}.mat-input-element::-moz-placeholder{color:rgba(97,97,97,.42)}.mat-input-element::-webkit-input-placeholder{color:rgba(97,97,97,.42)}.mat-input-element:-ms-input-placeholder{color:rgba(97,97,97,.42)}.mat-accent .mat-input-element{caret-color:#ff9800}.mat-warn .mat-input-element,.mat-form-field-invalid .mat-input-element{caret-color:#f44336}.mat-form-field-type-mat-native-select.mat-form-field-invalid .mat-form-field-infix::after{color:#f44336}.mat-list-base .mat-list-item{color:#212121}.mat-list-base .mat-list-option{color:#212121}.mat-list-base .mat-subheader{color:#616161}.mat-list-item-disabled{background-color:#eee}.mat-list-option:hover,.mat-list-option:focus,.mat-nav-list .mat-list-item:hover,.mat-nav-list .mat-list-item:focus,.mat-action-list .mat-list-item:hover,.mat-action-list .mat-list-item:focus{background:rgba(0,0,0,.04)}.mat-list-single-selected-option,.mat-list-single-selected-option:hover,.mat-list-single-selected-option:focus{background:rgba(0,0,0,.12)}.mat-menu-panel{background:#fff}.mat-menu-panel:not([class*=mat-elevation-z]){box-shadow:0px 2px 4px -1px rgba(0, 0, 0, 0.2),0px 4px 5px 0px rgba(0, 0, 0, 0.14),0px 1px 10px 0px rgba(0, 0, 0, 0.12)}.mat-menu-item{background:transparent;color:#212121}.mat-menu-item[disabled],.mat-menu-item[disabled]::after{color:rgba(0,0,0,.38)}.mat-menu-item .mat-icon-no-color,.mat-menu-item-submenu-trigger::after{color:rgba(0,0,0,.54)}.mat-menu-item:hover:not([disabled]),.mat-menu-item.cdk-program-focused:not([disabled]),.mat-menu-item.cdk-keyboard-focused:not([disabled]),.mat-menu-item-highlighted:not([disabled]){background:rgba(0,0,0,.04)}.mat-paginator{background:#fff}.mat-paginator,.mat-paginator-page-size .mat-select-trigger{color:#616161}.mat-paginator-decrement,.mat-paginator-increment{border-top:2px solid rgba(0,0,0,.54);border-right:2px solid rgba(0,0,0,.54)}.mat-paginator-first,.mat-paginator-last{border-top:2px solid rgba(0,0,0,.54)}.mat-icon-button[disabled] .mat-paginator-decrement,.mat-icon-button[disabled] .mat-paginator-increment,.mat-icon-button[disabled] .mat-paginator-first,.mat-icon-button[disabled] .mat-paginator-last{border-color:rgba(0,0,0,.38)}.mat-progress-bar-background{fill:#ff9800}.mat-progress-bar-buffer{background-color:#ff9800}.mat-progress-bar-fill::after{background-color:#f57c00}.mat-progress-bar.mat-accent .mat-progress-bar-background{fill:#ff9800}.mat-progress-bar.mat-accent .mat-progress-bar-buffer{background-color:#ff9800}.mat-progress-bar.mat-accent .mat-progress-bar-fill::after{background-color:#ff9800}.mat-progress-bar.mat-warn .mat-progress-bar-background{fill:#ffcdd2}.mat-progress-bar.mat-warn .mat-progress-bar-buffer{background-color:#ffcdd2}.mat-progress-bar.mat-warn .mat-progress-bar-fill::after{background-color:#f44336}.mat-progress-spinner circle,.mat-spinner circle{stroke:#f57c00}.mat-progress-spinner.mat-accent circle,.mat-spinner.mat-accent circle{stroke:#ff9800}.mat-progress-spinner.mat-warn circle,.mat-spinner.mat-warn circle{stroke:#f44336}.mat-radio-outer-circle{border-color:#616161}.mat-radio-button.mat-primary.mat-radio-checked .mat-radio-outer-circle{border-color:#f57c00}.mat-radio-button.mat-primary .mat-radio-inner-circle,.mat-radio-button.mat-primary .mat-radio-ripple .mat-ripple-element:not(.mat-radio-persistent-ripple),.mat-radio-button.mat-primary.mat-radio-checked .mat-radio-persistent-ripple,.mat-radio-button.mat-primary:active .mat-radio-persistent-ripple{background-color:#f57c00}.mat-radio-button.mat-accent.mat-radio-checked .mat-radio-outer-circle{border-color:#ff9800}.mat-radio-button.mat-accent .mat-radio-inner-circle,.mat-radio-button.mat-accent .mat-radio-ripple .mat-ripple-element:not(.mat-radio-persistent-ripple),.mat-radio-button.mat-accent.mat-radio-checked .mat-radio-persistent-ripple,.mat-radio-button.mat-accent:active .mat-radio-persistent-ripple{background-color:#ff9800}.mat-radio-button.mat-warn.mat-radio-checked .mat-radio-outer-circle{border-color:#f44336}.mat-radio-button.mat-warn .mat-radio-inner-circle,.mat-radio-button.mat-warn .mat-radio-ripple .mat-ripple-element:not(.mat-radio-persistent-ripple),.mat-radio-button.mat-warn.mat-radio-checked .mat-radio-persistent-ripple,.mat-radio-button.mat-warn:active .mat-radio-persistent-ripple{background-color:#f44336}.mat-radio-button.mat-radio-disabled.mat-radio-checked .mat-radio-outer-circle,.mat-radio-button.mat-radio-disabled .mat-radio-outer-circle{border-color:rgba(0,0,0,.38)}.mat-radio-button.mat-radio-disabled .mat-radio-ripple .mat-ripple-element,.mat-radio-button.mat-radio-disabled .mat-radio-inner-circle{background-color:rgba(0,0,0,.38)}.mat-radio-button.mat-radio-disabled .mat-radio-label-content{color:rgba(0,0,0,.38)}.mat-radio-button .mat-ripple-element{background-color:#000}.mat-select-value{color:#212121}.mat-select-placeholder{color:rgba(97,97,97,.42)}.mat-select-disabled .mat-select-value{color:#757575}.mat-select-arrow{color:#616161}.mat-select-panel{background:#fff}.mat-select-panel:not([class*=mat-elevation-z]){box-shadow:0px 2px 4px -1px rgba(0, 0, 0, 0.2),0px 4px 5px 0px rgba(0, 0, 0, 0.14),0px 1px 10px 0px rgba(0, 0, 0, 0.12)}.mat-select-panel .mat-option.mat-selected:not(.mat-option-multiple){background:rgba(0,0,0,.12)}.mat-form-field.mat-focused.mat-primary .mat-select-arrow{color:#f57c00}.mat-form-field.mat-focused.mat-accent .mat-select-arrow{color:#ff9800}.mat-form-field.mat-focused.mat-warn .mat-select-arrow{color:#f44336}.mat-form-field .mat-select.mat-select-invalid .mat-select-arrow{color:#f44336}.mat-form-field .mat-select.mat-select-disabled .mat-select-arrow{color:#757575}.mat-drawer-container{background-color:#fafafa;color:#212121}.mat-drawer{background-color:#fff;color:#212121}.mat-drawer.mat-drawer-push{background-color:#fff}.mat-drawer:not(.mat-drawer-side){box-shadow:0px 8px 10px -5px rgba(0, 0, 0, 0.2),0px 16px 24px 2px rgba(0, 0, 0, 0.14),0px 6px 30px 5px rgba(0, 0, 0, 0.12)}.mat-drawer-side{border-right:solid 1px rgba(0,0,0,.12)}.mat-drawer-side.mat-drawer-end{border-left:solid 1px rgba(0,0,0,.12);border-right:none}[dir=rtl] .mat-drawer-side{border-left:solid 1px rgba(0,0,0,.12);border-right:none}[dir=rtl] .mat-drawer-side.mat-drawer-end{border-left:none;border-right:solid 1px rgba(0,0,0,.12)}.mat-drawer-backdrop.mat-drawer-shown{background-color:rgba(0,0,0,.6)}.mat-slide-toggle.mat-checked .mat-slide-toggle-thumb{background-color:#ff9800}.mat-slide-toggle.mat-checked .mat-slide-toggle-bar{background-color:rgba(255,152,0,.54)}.mat-slide-toggle.mat-checked .mat-ripple-element{background-color:#ff9800}.mat-slide-toggle.mat-primary.mat-checked .mat-slide-toggle-thumb{background-color:#f57c00}.mat-slide-toggle.mat-primary.mat-checked .mat-slide-toggle-bar{background-color:rgba(245,124,0,.54)}.mat-slide-toggle.mat-primary.mat-checked .mat-ripple-element{background-color:#f57c00}.mat-slide-toggle.mat-warn.mat-checked .mat-slide-toggle-thumb{background-color:#f44336}.mat-slide-toggle.mat-warn.mat-checked .mat-slide-toggle-bar{background-color:rgba(244,67,54,.54)}.mat-slide-toggle.mat-warn.mat-checked .mat-ripple-element{background-color:#f44336}.mat-slide-toggle:not(.mat-checked) .mat-ripple-element{background-color:#000}.mat-slide-toggle-thumb{box-shadow:0px 2px 1px -1px rgba(0, 0, 0, 0.2),0px 1px 1px 0px rgba(0, 0, 0, 0.14),0px 1px 3px 0px rgba(0, 0, 0, 0.12);background-color:#fafafa}.mat-slide-toggle-bar{background-color:rgba(0,0,0,.38)}.mat-slider-track-background{background-color:rgba(0,0,0,.26)}.mat-primary .mat-slider-track-fill,.mat-primary .mat-slider-thumb,.mat-primary .mat-slider-thumb-label{background-color:#f57c00}.mat-primary .mat-slider-thumb-label-text{color:#fff}.mat-accent .mat-slider-track-fill,.mat-accent .mat-slider-thumb,.mat-accent .mat-slider-thumb-label{background-color:#ff9800}.mat-accent .mat-slider-thumb-label-text{color:#fff}.mat-warn .mat-slider-track-fill,.mat-warn .mat-slider-thumb,.mat-warn .mat-slider-thumb-label{background-color:#f44336}.mat-warn .mat-slider-thumb-label-text{color:#fff}.mat-slider-focus-ring{background-color:rgba(255,152,0,.2)}.mat-slider:hover .mat-slider-track-background,.cdk-focused .mat-slider-track-background{background-color:rgba(0,0,0,.38)}.mat-slider-disabled .mat-slider-track-background,.mat-slider-disabled .mat-slider-track-fill,.mat-slider-disabled .mat-slider-thumb{background-color:rgba(0,0,0,.26)}.mat-slider-disabled:hover .mat-slider-track-background{background-color:rgba(0,0,0,.26)}.mat-slider-min-value .mat-slider-focus-ring{background-color:rgba(0,0,0,.12)}.mat-slider-min-value.mat-slider-thumb-label-showing .mat-slider-thumb,.mat-slider-min-value.mat-slider-thumb-label-showing .mat-slider-thumb-label{background-color:rgba(0,0,0,.87)}.mat-slider-min-value.mat-slider-thumb-label-showing.cdk-focused .mat-slider-thumb,.mat-slider-min-value.mat-slider-thumb-label-showing.cdk-focused .mat-slider-thumb-label{background-color:rgba(0,0,0,.26)}.mat-slider-min-value:not(.mat-slider-thumb-label-showing) .mat-slider-thumb{border-color:rgba(0,0,0,.26);background-color:transparent}.mat-slider-min-value:not(.mat-slider-thumb-label-showing):hover .mat-slider-thumb,.mat-slider-min-value:not(.mat-slider-thumb-label-showing).cdk-focused .mat-slider-thumb{border-color:rgba(0,0,0,.38)}.mat-slider-min-value:not(.mat-slider-thumb-label-showing):hover.mat-slider-disabled .mat-slider-thumb,.mat-slider-min-value:not(.mat-slider-thumb-label-showing).cdk-focused.mat-slider-disabled .mat-slider-thumb{border-color:rgba(0,0,0,.26)}.mat-slider-has-ticks .mat-slider-wrapper::after{border-color:rgba(0,0,0,.7)}.mat-slider-horizontal .mat-slider-ticks{background-image:repeating-linear-gradient(to right, rgba(0, 0, 0, 0.7), rgba(0, 0, 0, 0.7) 2px, transparent 0, transparent);background-image:-moz-repeating-linear-gradient(0.0001deg, rgba(0, 0, 0, 0.7), rgba(0, 0, 0, 0.7) 2px, transparent 0, transparent)}.mat-slider-vertical .mat-slider-ticks{background-image:repeating-linear-gradient(to bottom, rgba(0, 0, 0, 0.7), rgba(0, 0, 0, 0.7) 2px, transparent 0, transparent)}.mat-step-header.cdk-keyboard-focused,.mat-step-header.cdk-program-focused,.mat-step-header:hover{background-color:rgba(0,0,0,.04)}@media(hover: none){.mat-step-header:hover{background:none}}.mat-step-header .mat-step-label,.mat-step-header .mat-step-optional{color:#616161}.mat-step-header .mat-step-icon{background-color:#616161;color:#fff}.mat-step-header .mat-step-icon-selected,.mat-step-header .mat-step-icon-state-done,.mat-step-header .mat-step-icon-state-edit{background-color:#f57c00;color:#fff}.mat-step-header .mat-step-icon-state-error{background-color:transparent;color:#f44336}.mat-step-header .mat-step-label.mat-step-label-active{color:#212121}.mat-step-header .mat-step-label.mat-step-label-error{color:#f44336}.mat-stepper-horizontal,.mat-stepper-vertical{background-color:#fff}.mat-stepper-vertical-line::before{border-left-color:rgba(0,0,0,.12)}.mat-horizontal-stepper-header::before,.mat-horizontal-stepper-header::after,.mat-stepper-horizontal-line{border-top-color:rgba(0,0,0,.12)}.mat-sort-header-arrow{color:#616161}.mat-tab-nav-bar,.mat-tab-header{border-bottom:1px solid rgba(0,0,0,.12)}.mat-tab-group-inverted-header .mat-tab-nav-bar,.mat-tab-group-inverted-header .mat-tab-header{border-top:1px solid rgba(0,0,0,.12);border-bottom:none}.mat-tab-label,.mat-tab-link{color:#212121}.mat-tab-label.mat-tab-disabled,.mat-tab-link.mat-tab-disabled{color:#757575}.mat-tab-header-pagination-chevron{border-color:#212121}.mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron{border-color:#757575}.mat-tab-group[class*=mat-background-] .mat-tab-header,.mat-tab-nav-bar[class*=mat-background-]{border-bottom:none;border-top:none}.mat-tab-group.mat-primary .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-primary .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-group.mat-primary .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-primary .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-primary .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-primary .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-primary .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-primary .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled){background-color:rgba(255,152,0,.3)}.mat-tab-group.mat-primary .mat-ink-bar,.mat-tab-nav-bar.mat-primary .mat-ink-bar{background-color:#f57c00}.mat-tab-group.mat-primary.mat-background-primary .mat-ink-bar,.mat-tab-nav-bar.mat-primary.mat-background-primary .mat-ink-bar{background-color:#fff}.mat-tab-group.mat-accent .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-accent .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-group.mat-accent .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-accent .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-accent .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-accent .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-accent .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-accent .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled){background-color:rgba(255,152,0,.3)}.mat-tab-group.mat-accent .mat-ink-bar,.mat-tab-nav-bar.mat-accent .mat-ink-bar{background-color:#ff9800}.mat-tab-group.mat-accent.mat-background-accent .mat-ink-bar,.mat-tab-nav-bar.mat-accent.mat-background-accent .mat-ink-bar{background-color:#fff}.mat-tab-group.mat-warn .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-warn .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-group.mat-warn .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-warn .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-warn .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-warn .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-warn .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-warn .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled){background-color:rgba(255,205,210,.3)}.mat-tab-group.mat-warn .mat-ink-bar,.mat-tab-nav-bar.mat-warn .mat-ink-bar{background-color:#f44336}.mat-tab-group.mat-warn.mat-background-warn .mat-ink-bar,.mat-tab-nav-bar.mat-warn.mat-background-warn .mat-ink-bar{background-color:#fff}.mat-tab-group.mat-background-primary .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-primary .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-primary .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-primary .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-primary .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-primary .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-primary .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-primary .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled){background-color:rgba(255,152,0,.3)}.mat-tab-group.mat-background-primary .mat-tab-header,.mat-tab-group.mat-background-primary .mat-tab-links,.mat-tab-group.mat-background-primary .mat-tab-header-pagination,.mat-tab-nav-bar.mat-background-primary .mat-tab-header,.mat-tab-nav-bar.mat-background-primary .mat-tab-links,.mat-tab-nav-bar.mat-background-primary .mat-tab-header-pagination{background-color:#f57c00}.mat-tab-group.mat-background-primary .mat-tab-label,.mat-tab-group.mat-background-primary .mat-tab-link,.mat-tab-nav-bar.mat-background-primary .mat-tab-label,.mat-tab-nav-bar.mat-background-primary .mat-tab-link{color:#fff}.mat-tab-group.mat-background-primary .mat-tab-label.mat-tab-disabled,.mat-tab-group.mat-background-primary .mat-tab-link.mat-tab-disabled,.mat-tab-nav-bar.mat-background-primary .mat-tab-label.mat-tab-disabled,.mat-tab-nav-bar.mat-background-primary .mat-tab-link.mat-tab-disabled{color:rgba(255,255,255,.4)}.mat-tab-group.mat-background-primary .mat-tab-header-pagination-chevron,.mat-tab-nav-bar.mat-background-primary .mat-tab-header-pagination-chevron{border-color:#fff}.mat-tab-group.mat-background-primary .mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron,.mat-tab-nav-bar.mat-background-primary .mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron{border-color:rgba(255,255,255,.4)}.mat-tab-group.mat-background-primary .mat-ripple-element,.mat-tab-nav-bar.mat-background-primary .mat-ripple-element{background-color:rgba(255,255,255,.12)}.mat-tab-group.mat-background-accent .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-accent .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-accent .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-accent .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-accent .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-accent .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-accent .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-accent .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled){background-color:rgba(255,152,0,.3)}.mat-tab-group.mat-background-accent .mat-tab-header,.mat-tab-group.mat-background-accent .mat-tab-links,.mat-tab-group.mat-background-accent .mat-tab-header-pagination,.mat-tab-nav-bar.mat-background-accent .mat-tab-header,.mat-tab-nav-bar.mat-background-accent .mat-tab-links,.mat-tab-nav-bar.mat-background-accent .mat-tab-header-pagination{background-color:#ff9800}.mat-tab-group.mat-background-accent .mat-tab-label,.mat-tab-group.mat-background-accent .mat-tab-link,.mat-tab-nav-bar.mat-background-accent .mat-tab-label,.mat-tab-nav-bar.mat-background-accent .mat-tab-link{color:#fff}.mat-tab-group.mat-background-accent .mat-tab-label.mat-tab-disabled,.mat-tab-group.mat-background-accent .mat-tab-link.mat-tab-disabled,.mat-tab-nav-bar.mat-background-accent .mat-tab-label.mat-tab-disabled,.mat-tab-nav-bar.mat-background-accent .mat-tab-link.mat-tab-disabled{color:rgba(255,255,255,.4)}.mat-tab-group.mat-background-accent .mat-tab-header-pagination-chevron,.mat-tab-nav-bar.mat-background-accent .mat-tab-header-pagination-chevron{border-color:#fff}.mat-tab-group.mat-background-accent .mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron,.mat-tab-nav-bar.mat-background-accent .mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron{border-color:rgba(255,255,255,.4)}.mat-tab-group.mat-background-accent .mat-ripple-element,.mat-tab-nav-bar.mat-background-accent .mat-ripple-element{background-color:rgba(255,255,255,.12)}.mat-tab-group.mat-background-warn .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-warn .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-warn .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-group.mat-background-warn .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-warn .mat-tab-label.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-warn .mat-tab-label.cdk-program-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-warn .mat-tab-link.cdk-keyboard-focused:not(.mat-tab-disabled),.mat-tab-nav-bar.mat-background-warn .mat-tab-link.cdk-program-focused:not(.mat-tab-disabled){background-color:rgba(255,205,210,.3)}.mat-tab-group.mat-background-warn .mat-tab-header,.mat-tab-group.mat-background-warn .mat-tab-links,.mat-tab-group.mat-background-warn .mat-tab-header-pagination,.mat-tab-nav-bar.mat-background-warn .mat-tab-header,.mat-tab-nav-bar.mat-background-warn .mat-tab-links,.mat-tab-nav-bar.mat-background-warn .mat-tab-header-pagination{background-color:#f44336}.mat-tab-group.mat-background-warn .mat-tab-label,.mat-tab-group.mat-background-warn .mat-tab-link,.mat-tab-nav-bar.mat-background-warn .mat-tab-label,.mat-tab-nav-bar.mat-background-warn .mat-tab-link{color:#fff}.mat-tab-group.mat-background-warn .mat-tab-label.mat-tab-disabled,.mat-tab-group.mat-background-warn .mat-tab-link.mat-tab-disabled,.mat-tab-nav-bar.mat-background-warn .mat-tab-label.mat-tab-disabled,.mat-tab-nav-bar.mat-background-warn .mat-tab-link.mat-tab-disabled{color:rgba(255,255,255,.4)}.mat-tab-group.mat-background-warn .mat-tab-header-pagination-chevron,.mat-tab-nav-bar.mat-background-warn .mat-tab-header-pagination-chevron{border-color:#fff}.mat-tab-group.mat-background-warn .mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron,.mat-tab-nav-bar.mat-background-warn .mat-tab-header-pagination-disabled .mat-tab-header-pagination-chevron{border-color:rgba(255,255,255,.4)}.mat-tab-group.mat-background-warn .mat-ripple-element,.mat-tab-nav-bar.mat-background-warn .mat-ripple-element{background-color:rgba(255,255,255,.12)}.mat-toolbar{background:#f5f5f5;color:#212121}.mat-toolbar.mat-primary{background:#f57c00;color:#fff}.mat-toolbar.mat-accent{background:#ff9800;color:#fff}.mat-toolbar.mat-warn{background:#f44336;color:#fff}.mat-toolbar .mat-form-field-underline,.mat-toolbar .mat-form-field-ripple,.mat-toolbar .mat-focused .mat-form-field-ripple{background-color:currentColor}.mat-toolbar .mat-form-field-label,.mat-toolbar .mat-focused .mat-form-field-label,.mat-toolbar .mat-select-value,.mat-toolbar .mat-select-arrow,.mat-toolbar .mat-form-field.mat-focused .mat-select-arrow{color:inherit}.mat-toolbar .mat-input-element{caret-color:currentColor}.mat-tooltip{background:rgba(97,97,97,.9)}.mat-tree{background:#fff}.mat-tree-node,.mat-nested-tree-node{color:#212121}.mat-snack-bar-container{color:rgba(255,255,255,.7);background:#323232;box-shadow:0px 3px 5px -1px rgba(0, 0, 0, 0.2),0px 6px 10px 0px rgba(0, 0, 0, 0.14),0px 1px 18px 0px rgba(0, 0, 0, 0.12)}.mat-simple-snackbar-action{color:#ff9800}
</style>

<style>
  html,
  body {
    margin: 0;
    padding: 0;
    height: 100%;
    font-family: Roboto, sans-serif;
    color: var(--primary-text-color);

    /* Legacy mechanism to avoid issues with subpixel anti-aliasing on macOS.
     *
     * In the past [1], macOS subpixel AA caused excessive bolding for light-on-dark text; this rule
     * avoids that by requesting non-subpixel AA always, rather than the default behavior, which is
     * to use subpixel AA when available. The original issue was "fixed" by removing subpixel AA in
     * macOS 14 (Mojave), but for legacy reasons they preserved the bolding effect as an option.
     * Chrome then in turn updated its font rendering to apply that bolding effect [2], which means
     * that even though the `-webkit-font-smoothing` docs [3] suggest that setting `antialiased`
     * would have no effect for recent versions of macOS, it still is needed to avoid the bolding.
     *
     * [1]: http://www.lighterra.com/articles/macosxtextaabug/
     * [2]: https://bugs.chromium.org/p/chromium/issues/detail?id=858861
     * [3]: https://developer.mozilla.org/en-US/docs/Web/CSS/font-smooth
     *
     */

    -webkit-font-smoothing: antialiased;
  }
</style>

</head><body><tb-webapp></tb-webapp><script src="index.js"></script></body></html>",
       "headers": [
        [
         "content-type",
         "text/html; charset=utf-8"
        ]
       ],
       "ok": true,
       "status": 200,
       "status_text": ""
      }
     }
    },
    "id": "9W8NExKerprl",
    "outputId": "28c29b46-78e9-421b-b3a6-9ff951085fcb"
   },
   "outputs": [
    {
     "data": {
      "text/plain": "Launching TensorBoard..."
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%tensorboard --logdir runs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "cDCURzI0agLA",
    "outputId": "559beb82-79a4-461b-d420-4fb9394ede54"
   },
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "train_network() missing 1 required positional argument: 'device'",
     "output_type": "error",
     "traceback": [
      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[0;31mTypeError\u001B[0m                                 Traceback (most recent call last)",
      "\u001B[0;32m<ipython-input-6-9f5042afc0a1>\u001B[0m in \u001B[0;36m<module>\u001B[0;34m\u001B[0m\n\u001B[1;32m      1\u001B[0m \u001B[0;32mfrom\u001B[0m \u001B[0msrc\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mtrain\u001B[0m \u001B[0;32mimport\u001B[0m \u001B[0mtrain_network\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[1;32m      2\u001B[0m \u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0;32m----> 3\u001B[0;31m \u001B[0mtrain_network\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0mepochs\u001B[0m\u001B[0;34m=\u001B[0m\u001B[0;36m200\u001B[0m\u001B[0;34m,\u001B[0m \u001B[0mbatch_size\u001B[0m\u001B[0;34m=\u001B[0m\u001B[0;36m16\u001B[0m\u001B[0;34m,\u001B[0m \u001B[0mgroup_norm\u001B[0m\u001B[0;34m=\u001B[0m\u001B[0;32mFalse\u001B[0m\u001B[0;34m,\u001B[0m \u001B[0mdataset\u001B[0m\u001B[0;34m=\u001B[0m\u001B[0;34m\"CIFAR10\"\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m\u001B[1;32m      4\u001B[0m \u001B[0;34m\u001B[0m\u001B[0m\n",
      "\u001B[0;31mTypeError\u001B[0m: train_network() missing 1 required positional argument: 'device'"
     ]
    }
   ],
   "source": [
    "from src.train import train_network\n",
    "\n",
    "train_network(epochs=200, batch_size=16, group_norm=False, dataset=\"CIFAR10\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "SpDt9JjmgGW4"
   },
   "source": [
    "## Evaluation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "id": "xpuzAN5Hdkck"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 85.26it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 87.80it/s] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 85.12it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 87.42it/s] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 80.74it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 84.71it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 88.20it/s] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 86.10it/s] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 83.98it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 84.59it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 83.67it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:00<00:00, 82.87it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 79/79 [00:04<00:00, 17.76it/s]\n"
     ]
    }
   ],
   "source": [
    "from src.eval import model_eval\n",
    "from src.model.SimpleNet import SimpleNetv2\n",
    "from src.model.ResNet import ResNet34\n",
    "\n",
    "bs_list = [64, 32, 16, 8, 4, 2]\n",
    "norm_list = [\"BN\", \"GN\"]\n",
    "\n",
    "results = {\"BN\": [], \"GN\": []}\n",
    "\n",
    "for norm in norm_list:\n",
    "    for bs in bs_list:\n",
    "        acc = model_eval(f\"model/epochs30-bs{bs}-{norm}-dsCIFAR10.pth\", device, dataset=\"CIFAR10\", group_norm=(norm==\"GN\"), modelClass=SimpleNetv2)\n",
    "        results[norm].append(100.0 - acc)\n",
    "\n",
    "resnet_baseline = model_eval(\"model/resnet34-epochs200-bs128-BN.pth\", device, \"CIFAR10\", batch_size=128, group_norm=False, modelClass=ResNet34)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX4AAAEGCAYAAABiq/5QAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAAApPUlEQVR4nO3deZhU1Z3/8fcXaGgaWWRxiSiNC4vQdAONgsQNZIniEo1LglGMiaMm/qJJVAxmxExiNHFMZkYSxxkRkyEqGHeNRhYlKmC6odVGkUQlCLIjIkJj03x/f5yq3umNWrr7fl7PU09V3Xvr1imWzz333HPPMXdHRESio026CyAiIqml4BcRiRgFv4hIxCj4RUQiRsEvIhIx7dJdgIbo2bOnZ2dnp7sYIiItSmFh4RZ371V9eYsI/uzsbAoKCtJdDBGRFsXM/lnbcjX1iIhEjIJfRCRiFPwiIhGj4BcRiRgFv4hIxCj4RUSasenTE79PBb+ISDN2++2J32eL6McvIhIl7rBsGTz6aHL2rxq/iEgzUVwMP/kJ9OgB+fnwq1+F5WbhkahmH9X4RUTSaNWqULN/9FFYsQLatIExY+CSS+CrXw0HgUTPl6XgFxFJsdWrYc4ceOQRWL481Oa//GWYMQMuuAAOPTS536/gFxFJgY8/hrlzQ9gvWRKWnXgi3HMPXHgh9O5d++duuy3xZVHwi4gkyaZN8Kc/hWacRYtCk01eHtx5J1x0EfTtW/8+ktGdU8EvIpJAn3wCTzwRavYLFkBZGQwcGAL84ouhf/90l1DBLyJywD77DJ56KtTsX3wRSkvhmGPg5pvDRdrBg0M7fnOh4BcRaYJdu+C550LYP/cclJTAkUfC978favbDhzevsK9MwS8i0kB79oQa/SOPwNNPw+efhx443/lOCPtRo0J3zOZOwS8iUofSUpg/P9Tsn3gCPv009K2fPDk045xyCrRtm+5SNo6CX0SkmrKy0AvnkUdCr5ytW6FLFzj//FCzHzsWMjLSXcqmU/CLiAD79sHixaFmP3cubNgAnTrBOeeEmv2ECdChQ7pLmRgKfhGJLHcoLKwYMuGjj0K4n3VWCPuzzoKsrHSXMvEU/CISKe5hMLRHHglh//77odlmwgS4445Qw+/SJd2lTC4Fv4hEwnvvhaB/5BF4993Q+2bsWLjlljAYWvfu6S5h6ij4RaTV+vDDisHQiopCv/qTT4brrguDoR1ySLpLmB4toMfpAUrGQBfNXRR/s0jMunXw61/DyJFw9NEwdSpkZoZlH30Er7wC11wT3dAHME/0QM9JkJ+f7wUFBU37sFniB7Nu7qL4myXSNm2Cxx4LNftXXw3//IcODRdoL7oIsrPTXcL0MLNCd8+vvrx1N/XccEN47to1NOi1bVvxXPl1Y5clYh/JXAbw+uvQs2d4dOvWMm4nFKnH9OkVJ7TbtsHjj4d2+wULQnfM448Pc9RefDH065fOkjZvrTP4p0+vOkPxjh3hecSIMJ9ZWVn4V1JWVvV1Q5eVloZ7txvzmcZ8TyKMHl3xuk2bcKth/EDQs2fN99UfXbo034FGJLJuvz0MfhYfDG3vXjj22HCBNj4YmtRPTT3NkXvTD0r79oUxYF94AbZsqf+xd2/tZWjXru4DQ20Hj06ddLCQhNq1K/SzX7IkNOE8/XRYftRRoQnnkktg2DD9s9ufaDb1tFRmIXjbHcBfz4QJ9W/jHs6Gtm6t/wCxYkV43ro1HFxq06FD/QeL6geOjh2b/hsrq9wGIC3Svn1h/tmlS0PQL10Kb71V+0nwmjWhnjF8eOrL2Rq0/uBPxrxlzV1Df7NZuP7RtWvo/tAQ+/bB9u0VB4S6DhrLl4fnbdv2v79Onepvdqp+sGjfvuZ+br89esHfwg92W7dWDfk33gj/tCC0NJ5wQuiRM3JkeH3IIS3zBL45av1NPZJ+e/eGaYkacrCIPz79dP/769Kl5sHgD3+A730vXNxu167ignf8dWOfD+SzDdlHIi62t6AU/OILePPNqkH/j3+EdW3aQE5OmH/2xBND0A8YUPsfUQv6yc2Cmnokfdq1g169wqOhvvginClUPhhUP2AsXhyqiXH33hueMzJCuJaVhYNOc0wKswM78MSbAX/zm9BpYejQZjOojDv8858h3ONBv2xZ6A8BcPjhIdy//e3wPHw4HHRQw/YdxRP4ZFCNX1qHuqqClS+C791b9bm2ZY19TuVn33knNITXJicnHATij5yc2pvFEuyzz+Bvf6tam9+4MazLzAzBPnJkRW2+d29djE2VlNf4zWwmMAnY5O6DKy2/DvguUAY85+43JasMIkBoM2jTpmUPoF4bM/j445C68ceTT8LMmWF9hw6Qm1v1YNC//wHNGlJWFsa5iQf8kiXhun/8mNuvH4wfXxH0Q4a0vj/21iCZTT2zgHuB38cXmNnpwLlArrvvMbMI3zQtCRXVNoDDDw/DSZ5zTnjvDqtXVz0YPPQQzJgR1h90UOj/WPlg0LfvfqvgGzfWvAC7c2dYd/DBIdwvuKDiAmyUBjpryZLa1GNm2cCz8Rq/mc0B7nf3eY3Zj5p6RGrR0F49ZWVhaMr4gaCgIIxYFm9079ED8vMpGTqK5d1OZ8nuXJau7MrSpeEYAuGSQm5u1Quwxx2nJpvmbn9NPakO/iLgKWAiUAL8yN3/Vt9+FPwiieV7vuD9F/7O0qc2sGQpLP3wUIp296OUcE3gyLbrGHnoak4cspuR47sw7KJj6XiEqvMtTXPp1dMO6A6MBEYAc8zsaK/l6GNmVwFXARx11FEpLaRIa7N9e2imqWi2ac/WrYOAQXTqBPknwA+Gl3Jij3c5ce9rfGnVy+Hs4IVV8ALwA8JYCfFhT0aMCE1GDe2OI81KqoN/LfB4LOjfMLN9QE9gc/UN3f1+4H4INf6UllKkBdhfS8/evWGGqcoXYFeurFh//PHhkkD8AuygQfHeoRnAwNjj22Hj7dvDmAnxZqLXXgtDYEK4YD5wYNXrBUOGtJ6JaVuxVDf1XA18yd3/1cz6AfOBo2qr8Vemph6RmuI9WNetqxryhYVhjBsI97dV7ko5YkS4UfuAbNwYrhNUvoC8OVZ3y8gIFwPiZwUjRoQjzQH0JJKmS0d3zoeB04CeZrYWuA2YCcw0s2LgC+Dy+kJfRKCkJAT8Rx+Fx5o1YXnv3mE5hMwdNqzixqgTT6yzw07THXpomIX8rLPCe/dQoMoXj//4R7jvvrA+K6tmT6JjjtGV4TTSDVwiabZnTwjvtWsrgr366801GkOruvLK0GOz2bSy7NsHf/971bOC5cvDEQzCHBGVzwpGjIAjjtDBIMHS0qsnURT80lJ98UW4x6p6oFcO9k2ban6uW7dQmz/yyPCIv678fNBBzXM0iv0qLQ13Hlc+GLz9dsXQ4IcdVvVAkJ8f2qoqa+ED06Wagl8kwUpLQ6jXVlOPP2/cWDOcu3SpGuK1vW5IZ5lWMWDZ7t1h9LbKzUQrV1b8sOzsqgeCMWPCZzIz01rslqK5dOcUaRH27oX16+uuqW/YUDN4DzqoIsCHDKm9pt6lS2LK2CpuVu7YMVyQGDmyYtmOHWFUt8pnBnPnVv1Mt27hDOGww8Ldy/HX1d/36KFpR2uhGr+0Co1pASgrC6FeV019/fqa88106rT/ppf46wPuMSM1VZ9KNW7gwBDsGzaEv7DPP6+5Tbt24WJ0Qw4SzWR000RSU4+0avFmj7Ky0LxSV019/fqaszp17FgR4PtrhunaVdce066u9q2dO8NBIH4giL+u/n7jxtpnkevSZf8Hhcqve/ZsMd1T1dQjrcbevfD++2GUyHfeCQ+APn1Cm3v1aYQzMytCfMyY2oP94IMV6i3eQQeFmdePPbbu7crKwnwOdR0kiorCvNU7dtT8fNu2YTqwhhwkEnFncxIuaKvGL83Wnj1h6Pl33qka8qtWhQur+3PmmXDNNRXh3r27Qr3VSHWvns8/D2cItR0kqp9FVK9xQGgfrKt5Kf66V6/9z7F9AFfxVeOXZmvnztCRIx7u8ef33684IzcL0wIffzxMmhSad48/PkzR17lzK+nhIvVLdVfOTp3CP7z65qTety/MEFfXWURxMcybVzGxcGVmIfxrOygkgYJfUuaTT2qG+7vvhmn64tq1C5N5DBkCl1wSwn3gwLCsY8f0lV2kTm3aVEwvmpNT97YlJfu//hB/v3hx1Wam+Cnrbbcl5OCn4JeEcg93mcabZSo30WzYULFdZmaorY8eHYYYOP748DjmmKbN2NQqujZKNGRmhvsTsrPr3s491JZ69Ej46ayCX5rEPfSUqRzs8dfbtlVs17lzCPSJEytq78cfHy7EJrJjhG7mlFbHLGlTmin4pU5lZWEWpuq195UrwyTbcT16hEC/8MKKcB84UMOviBywJJzOKvgFCL1k/vGPmrX3996rGFcL4EtfCoE+ZUrVGnyvXmkrukjrloTTWQV/K1RXj7fdu0OYV2+i+fvfq/ZGy84OgX7GGRXt7wMGhDvlRaRlUz/+VsgsdAio3oPmnXfgww8rrhO1bRsupsaDPV57798/9GITkZZN/fhbuQ8+gL/8JTyg6kBg7duHMB8xAi67rCLkjzuuGY3fLiIpo+BvoXbsgAULKsL+/fdr3+5734Nf/3r/NwWKSPQoDlqIsrIwVHk86BcvDss6dQrjz1x/PYwfH2rxbdroLlYR2T8FfzO2Zk1F0M+bF+7lMIPhw+Hmm0PQjxoVmnJERBpKwd+M7NwJr7wSgv7FF0PvGwh94c87DyZMgLFja85GV53uYhWRuij402jfvjD664svhrB/7bXQn75jRzj1VLj66lCrHziwcTdB6S5WEamLgj/F1q2Dl14KQf/SS2FYcIC8PLjhhhD0o0drSlERSR4Ff5Lt3g2LFlW01RcXh+WHHgpf+UoI+jPOSNroqyIiNSj4E8wd3n67IugXLQoTinToACefHPrRjx8fhh3WGDYikg4K/gTYuDH0uomHfXz44UGD4Nprw0XZk09ulXM5i0gLpOBvgj17woXY+EXZoqKwvGdPGDcu1OjHjQu9cUREmhsFfwO4h/Fu4jX6l18ObfcZGeFC7B13hLAfOjTcPCUi0pwp+Pdj69aqzTdr14bl/fuHGaPGj4fTToODDkprMUVEGk3BH/PFF7BkScXNU4WFoabfrVvodTN+fHj06ZPukoqIHJjIBr97mHgkHvQLF4Y7Z9u2hZEj4fbbQ9Dn5yd2ikARkXRr9cFfeVKS7dth/vyK5pvVq8Pyo4+Gb34zBP3pp0PXrukpq4hIKrTq4N+7N9TcIQT90qVhmITOncOYNzfdFML+mGPSW04RkVRq1cH/ne+E53/7tzAJybRpIehPPDH0yBERiaKkdT40s5lmtsnMimtZ90MzczOrZ5zJppk+PdwVO2tWeL9vX6jtt2kDX/6yQl9Eoi2Zvc5nAROrLzSzI4HxwJpkffH06eHibXwykvhrjVopIpLE4Hf3RcC2Wlb9GrgJ0BxRIiJpkNL7TM3sXGCdu7/ZgG2vMrMCMyvYvHlzk79Tk5KIiFSVsuA3syzgx8C/NmR7d7/f3fPdPb9Xr15N/l4174iIVJXKGv8xQF/gTTNbDfQGlpmZRqIXEUmhlHXndPe3gUPi72Phn+/uW1JVBhERSWLwm9nDwGlATzNbC9zm7g8k6/tEpHkoLS1l7dq1lJSUpLsokZGZmUnv3r3JaGBf9aQFv7t/vZ712cn6bhFJn7Vr19K5c2eys7MxTTOXdO7O1q1bWbt2LX379m3QZzR6vIgkVElJCT169FDop4iZ0aNHj0adYSn4RSThFPqp1dg/73qbeswsE5gEnAx8CdgNFAPPufuKJpRRRETSqM4av5ndDrwGjAKWAv8NzAH2Anea2UtmNiTppRQRaaSNGzfyjW98g6OPPprhw4czatQonnjiiaR+52mnnUZ+fn75+4KCAk477bSkfmdT1NfU84a7D3f3H7r7H919nrs/6+73uPvZwGSgfQrKKSKtXQLvtnR3zjvvPE455RQ++OADCgsLeeSRR1gbn0M1Zu/evQn7zrhNmzbx5z//uUmfTUZ5alNn8Lv7c9WXmVmmmXWJrd/k7gXJKpyIREh88owEWLBgAe3bt+fqq68uX9anTx+uu+46Zs2axTnnnMOYMWMYO3Ys27Zt47zzzmPIkCGMHDmSt956C4Dp06dz9913l39+8ODBrF69mtWrVzNgwAAmT57MwIED+drXvsauXbvKt7vxxhv5+c9/XqNMJSUlXHHFFeTk5DB06FAWLlwIUKM8s2bN4rzzzmPcuHFkZ2dz7733cs899zB06FBGjhzJtm21DYHWOI3qzmlm3wa+BrQ1swJ3v+WASyAirdf110NRUcO3b0izSF4e/OY3dW6yYsUKhg0btt/1y5Yt46233qJ79+5cd911DB06lCeffJIFCxZw2WWXUVRPmd977z0eeOABRo8ezbe+9S1++9vf8qMf/QigvElp4cKFdO7cufwzM2bMwMx4++23WblyJePHj2fVqlU1yjNr1iyKi4tZvnw5JSUlHHvssdx1110sX76cG264gd///vdcf/319f851aG+Nv5zqi06w90nuvs44MwD+mYRkdWr4ZVXwgMqXsfnRU2Q7373u+Tm5jJixAgAxo0bR/fu3QF49dVX+eY3vwnAmDFj2Lp1Kzt27Khzf0ceeSSjR48G4NJLL+XVV1+tsv7WW2/lZz/7WZVlr776KpdeeikAAwYMoE+fPuXBX7k8AKeffjqdO3emV69edO3albPPPhuAnJwcVifgz6a+Gn+OmV1JuOu2CHjLzP6XMKSyevSISN3qqZlXYVYxicYBGjRoEH/605/K38+YMYMtW7aUX3jt1KlTvfto164d+/btK39fuZ989e6T1d+PGTOGW2+9lSVLljSovNXL06FDh/LXbdq0KX/fpk2bhFwHqK+N/+fAvwDXmtn/ADOBu4D/cvdvHPC3i4gkwZgxYygpKeF3v/td+bLK7fCVnXzyycyePRuAl19+mZ49e9KlSxeys7NZtmwZEJpiPvzww/LPrFmzhsWLFwPwxz/+kS9/+cs19nvrrbfyy1/+stbvWbVqFWvWrKF///4H+EubpiE3cH0OXA/cC9wPfB1YlcQyiUgUJXDyDDPjySef5JVXXqFv376ccMIJXH755dx11101tp0+fTqFhYUMGTKEqVOn8tBDDwFwwQUXsG3bNgYNGsS9995Lv379yj/Tv39/ZsyYwcCBA/nkk0+45pprauz3zDPPpPKQ8tdeey379u0jJyeHiy++mFmzZlWp2aeSeR2nVmb2M+AEQpPQ0+7+m1i7//XALHf/fSoKmZ+f7wUF6jwk0hK8++67DBw4MN3FSJrVq1czadIkiotrTCeeVrX9uZtZobvnV9+2vhr/JHcfD4wFLgNw96cJc+YenJjiiohIKtV3cbfYzO4HOgKvxBe6+17gP5JZMBGR5ig7O7vZ1fYbq87gd/dLzSwHKHX3lSkqk4iIJFF9/fi/7O5v7y/0zayLmQ1OTtFERCQZ6mvqucDMfgm8ABQCm4FM4FjgdKAP8MOkllBERBKqvqaeG8ysO3ABcCFwOGFY5neB/3b3V+v6vIiIND/19uN3923u/j/uPsXdJ7j7ee5+i0JfRJqrtm3bkpeXR25uLsOGDeP111+vc/vt27fz29/+tt79nnbaadTWtfzll1/GzHjmmWfKl02aNImXX3650WVPBc3AJSLNQgJHZaZjx44UFRXx5ptv8otf/IJbbql7PMmGBn9devfuXeuonA1VVlZ2QN/fGAp+EWkWEjgqcxU7duzg4IPDbUc7d+5k7NixDBs2jJycHJ566ikApk6dyvvvv09eXh433ngjAHfddRc5OTnk5uYyderU8v3NnTuXE044gX79+vHXv/61fHlubi5du3blpZdeqlGG+fPnM3ToUHJycvjWt77Fnj17gNA19Oabb2bYsGHMnTuX7OxsbrnlFvLy8sjPz2fZsmVMmDCBY445hvvuuy9hfyYNmXqxDTDS3es+VxIRqSZNozKze/du8vLyKCkpYf369SxYsACAzMxMnnjiCbp06cKWLVsYOXIk55xzDnfeeSfFxcXlwzH/+c9/5qmnnmLp0qVkZWVVGQN/7969vPHGGzz//PPcfvvtzJs3r3zdtGnT+MlPfsK4cePKl5WUlDBlyhTmz59Pv379uOyyy/jd735XPrRyjx49yscEmjp1KkcddRRFRUXccMMNTJkyhddee42SkhIGDx5cZX6BA1Fv8Lv7PjObAQxNyDeKiMSsXg3//GfF+/jozH36QHZ20/cbb+oBWLx4MZdddhnFxcW4Oz/+8Y9ZtGgRbdq0Yd26dWzcuLHG5+fNm8cVV1xBVlYWQJUhk88//3wAhg8fXmOI5FNOOQWgyjDN7733Hn379i0f6+fyyy9nxowZ5cF/8cUXV9nHOeeE0fBzcnLYuXMnnTt3pnPnznTo0IHt27fTrVu3pv2hVNLQiVjmm9kFwONe1+A+IiKVpGlU5ipGjRrFli1b2Lx5M88//zybN2+msLCQjIwMsrOzqwy33BDxgdXatm1b6xDJ06ZN42c/+xnt2jUsXvc3JHPl4Zjj7xM1NWND2/j/BZgLfGFmO8zsMzOre6YCEZFmYOXKlZSVldGjRw8+/fRTDjnkEDIyMli4cCH/jJ1udO7cmc8++6z8M+PGjePBBx8sH8q5MdMdjh8/nk8++aR8Csf+/fuzevVq/vGPfwDwhz/8gVNPPTVRP69JGnRIcvfO9W8lItJ0CRyVubyNH8LE6w899BBt27Zl8uTJnH322eTk5JCfn8+AAQOA0M4+evRoBg8ezFe+8hV+9atfUVRURH5+Pu3bt+fMM8/kjjvuaPD3T5s2jXPPPRcI1xUefPBBLrzwQvbu3cuIESMS1lbfVHUOy1xlwzAc8ymxty+7+7NJK1U1GpZZpOVo7cMyN1eJHJY5/uE7ge8D78Qe3zezXySgrCIikmINvbh7JpDn7vsAzOwhYDlQ910RIiLS7DTmBq5ulV53TXA5REQkRRpa478DWG5mCwEjtPVPrfsjIiLSHDX0zt19wEhgRGzxze6+IZkFExGR5Gjonbs3ufsc4OkUlElERJKooW3888zsR2Z2pJl1jz/q+oCZzTSzTWZWXGnZr8xspZm9ZWZPmFm3Aym8iEht4sMyDx48mLPPPpvt27c3eh9NHWp51qxZfPzxx43+vlRqaPBfDHwXWESYiasQqK9j/SxgYrVlLwGD3X0IsAr1ChKRJIiP1VNcXEz37t2ZMWNGk/bTlKGWW0Xwx9r4p7p732qPo+v6nLsvArZVW/YXd48PNrEE6N3UgouINMSoUaNYt24dAO+//z4TJ05k+PDhnHzyyaxcGaYTnzt3LoMHDyY3N7d8oDWoe6jlwsJCTj31VIYPH86ECRNYv349jz32GAUFBUyePJm8vDx2796dmh/ZSA1t478ReDTB3/2tuvZpZlcBVwEcddRRCf5qEUmVWbNm1Vg2aNAgRowYQWlpKbNnz66xPi8vj7y8PHbt2sWcOXOqrJsyZUqDv7usrIz58+dz5ZVXAnDVVVdx3333cdxxx7F06VKuvfZaFixYwE9/+lNefPFFjjjiiBrNQrUNtVxaWsp1113HU089Ra9evXj00UeZNm0aM2fO5N577+Xuu+8mP7/GDbPNRkO7c84zsx8Rgvrz+EJ3b/jIRZWY2TRgL1Dzb7xi3/cD90MYsqEp3yMi0RQfq2fdunUMHDiQcePGsXPnTl5//XUuvPDC8u3iE6KMHj2aKVOmcNFFF5UPuxy3v6GWi4uLyw8GZWVlHH744cn+WQnT0OCPDxj93UrLHKizuac2ZjYFmASM1RDPIq1fXTX0jIyMOtdnZWU1qoYfF2/j37VrFxMmTGDGjBlMmTKFbt26lY/TX9l9993H0qVLee655xg+fDiFhYVV1lcfatndGTRoEIsXL2502ZqDBl3craV9v942/tqY2UTgJuAcd9/V2M+LiDRGVlYW//mf/8m///u/k5WVRd++fZk7dy4QwvvNN98EQtv/iSeeyE9/+lN69erFRx99VGU/tQ21vHnz5vLgLy0tZcWKFUDNIZ6bozqD38xuqvT6wmrr6hyj1MweBhYD/c1srZldCdwLdAZeMrMiM0vcJJIiIrUYOnQoQ4YM4eGHH2b27Nk88MAD5ObmMmjQoPI5d2+88UZycnIYPHgwJ510Erm5uTX2M23atPIDQvv27Xnssce4+eabyc3NJS8vj9dfD7PTTpkyhauvvrpZX9ytc1hmM1vm7sOqv67tfTJpWGaRlkPDMqdHIodltv28ru29iIi0APUFv+/ndW3vRUSkBaivV09ubG5dAzpWmmfXgMyklkxEWix3x0yNAqnS2A6SdQa/u7c9oNKISORkZmaydetWevToofBPAXdn69atZGY2vC7e0H78IiIN0rt3b9auXcvmzZvTXZTIyMzMpHfvho+Ao+AXkYTKyMigb9++6S6G1KExUy+KiEgroOAXEYkYBb+ISMQo+EVEIkbBLyISMQp+EZGIUfCLiESMgl9EJGIU/CIiEaPgFxGJGAW/iEjEKPhFRCJGwS8iEjEKfhGRiFHwi4hEjIJfRCRiFPwiIhGj4BcRiRgFv4hIxCj4RUQiRsEvIhIxCn4RkYhR8IuIRIyCX0QkYhT8IiIRo+AXEYmYpAW/mc00s01mVlxpWXcze8nM/h57PjhZ3y8iIrVLZo1/FjCx2rKpwHx3Pw6YH3svIiIplLTgd/dFwLZqi88FHoq9fgg4L1nfLyIitUt1G/+h7r4+9noDcGiKv19EJPLSdnHX3R3w/a03s6vMrMDMCjZv3pzCkomItG6pDv6NZnY4QOx50/42dPf73T3f3fN79eqVsgKKiLR2qQ7+p4HLY68vB55K8feLiEReMrtzPgwsBvqb2VozuxK4ExhnZn8Hzoi9FxGRFGqXrB27+9f3s2pssr5TRETqpzt3RUQiRsEvIhIxCn4RkYhR8IuIRIyCX0QkYhT8IiIRo+AXEYkYBb+ISMQo+EVEIkbBLyISMQp+EZGIUfCLiESMgl9EJGIU/CIiEaPgFxGJGAW/iEjEKPhFRCJGwS8iEjEKfhGRiFHwi4hEjIJfRCRiFPwiIhGj4BcRiRgFv4hIxCj4RUQiRsEvIhIxCn4RkYhR8IuIRIyCX0QkYhT8IiIRo+AXEYkYBb+ISMQo+EVEIiYtwW9mN5jZCjMrNrOHzSwzHeUQEYmilAe/mR0B/D8g390HA22BS1JdDhGRqEpXU087oKOZtQOygI/TVA4RkchJefC7+zrgbmANsB741N3/Un07M7vKzArMrGDz5s2pLqaISKvVLtVfaGYHA+cCfYHtwFwzu9Td/6/ydu5+P3A/QH5+vjf1+2bNmlVj2aBBgxgxYgSlpaXMnj27xvq8vDzy8vLYtWsXc+bMqbE+Pz+fwYMH8+mnn/LEE0/UWD9q1Cj69+/Pli1bePbZZ2usP+WUUzj66KPZsGEDL7zwQo31Y8eO5cgjj+Sjjz5i/vz5NdZPnDiRww47jA8++IBFixbVWD9p0iR69uzJe++9x+LFi2us/+pXv0rXrl0pLi6moKCgxvqLLrqIrKwsioqKKCoqqrF+8uTJZGRk8Le//Y0VK1bUWD9lyhQAXn/9dVatWlVlXUZGBpMnTwbglVde4cMPP6yyPisri4suugiAefPmsXbt2irru3Tpwvnnnw/ACy+8wIYNG6qs79GjB2effTYAzzzzDFu3bq2y/rDDDmPixIkAPP744+zYsaPK+t69e3PGGWcAMGfOHHbt2lVlfd++fTn11FMBmD17NqWlpVXW9+vXj5NOOgnQvz3920vMv734b0qkdDT1nAF86O6b3b0UeBw4KQ3lEBGJJHNvcmW6aV9odiIwExgB7AZmAQXu/l/7+0x+fr7XVjsQEZH9M7NCd8+vvjwdbfxLgceAZcDbsTLcn+pyiIhEVcrb+AHc/TbgtnR8t4hI1OnOXRGRiFHwi4hEjIJfRCRiFPwiIhGj4BcRiRgFv4hIxKT8Bq6mMLPNwD+b+PGewJYEFqcl0G+OBv3maDiQ39zH3XtVX9gigv9AmFlBbXeutWb6zdGg3xwNyfjNauoREYkYBb+ISMREIfijOA6QfnM06DdHQ8J/c6tv4xcRkaqiUOMXEZFKFPwiIhHT6oLfzLqZ2WNmttLM3jWzUZXW/dDM3Mx6prOMiWJmmWb2hpm9aWYrzOz22PLZZvaemRWb2Uwzy0h3WRMp9ps2mVlxteXXxf7eV5jZL9NVvmQzsxtiv7HYzB42s8x0lykVzKytmS03s5pzSrYyZnakmS00s3dif9ffT+T+W13wA/8BvODuA4Bc4F0If5DAeMIk763FHmCMu+cCecBEMxsJzAYGADlAR+DbaSthcswCJlZeYGanE+ZyznX3QcDdaShX0pnZEcD/A/LdfTDQFrgkvaVKme8T+/8cAXuBH7r78cBI4Ltmdnyidt6qgt/MugKnAA8AuPsX7r49tvrXwE1Aq7ma7cHO2NuM2MPd/fnYOgfeAHqnrZBJ4O6LgG3VFl8D3Onue2LbbEp5wVKnHdDRzNoBWcDHaS5P0plZb+As4H/TXZZUcPf17r4s9vozwgHviETtv1UFP9AX2Aw8GDsl/F8z62Rm5wLr3P3NNJcv4WKnv0XAJuCl2NSW8XUZwDeBF9JUvFTqB5xsZkvN7BUzG5HuAiWDu68jnM2sAdYDn7r7X9JbqpT4DaHiti/N5Ug5M8sGhgJL69m0wVpb8LcDhgG/c/ehwOfAdODHwL+msVxJ4+5l7p5HqNWfYGaDK63+LbDI3f+alsKlVjugO+G0+EZgjplZeouUeGZ2MKFJqy/wJaCTmV2a3lIll5lNAja5e2G6y5JqZnYQ8Cfgenffkaj9trbgXwusrVTrfYxwIOgLvGlmqwkBuczMDktPEZMj1qS1kFjbt5ndBvQCfpDGYqXSWuDxWAvXG4SaYau4iF/NGcCH7r7Z3UuBx4GT0lymZBsNnBP7//sIMMbM/i+9RUq+2Bn7n4DZ7v54IvfdqoLf3TcAH5lZ/9iiscAydz/E3bPdPZsQEMNi27ZoZtbLzLrFXncExgErzezbwATg6+4elVPjJ4HTAcysH9Ce1jmK4xpgpJllxc5oxtLKL3i6+y3u3jv2//cSYIG7t/azHCNcq3zX3e9J9P7bJXqHzcB1wGwzaw98AFyR5vIk0+HAQ2bWlnAQn+Puz5rZXsIw1otjrR2Pu/tP01jOhDKzh4HTgJ5mtha4DZgJzIx18fwCuNxb4W3p7r7UzB4DlhF6fiwnmsMYtHajCdfn3o5dwwP4sbs/n4ida8gGEZGIaVVNPSIiUj8Fv4hIxCj4RUQiRsEvIhIxCn4RkYhR8EurZmZlZlYUG8F0mZnVebNTbHTXaxuw35fNrEkTYJvZ8/H7L0TSQcEvrd1ud8+LjWB6C/CLerbvBtQb/AfC3c+sNHigSMop+CVKugCfQBgDxczmx84C3o4N5AdwJ3BM7CzhV7Ftb45t86aZ3VlpfxfG5kNYZWYnV/8yMzvczBbF9lUc38bMVptZTzO7OrauyMw+NLOFsfXjzWxxrGxzY+O1iCSMbuCSVs3MyoC3gUzCnc5j3L0wPqSxu++wMDHPEuA4oA/wbGyse8zsK8BPgDPcfZeZdXf3bWb2MlDo7j80szOBH7j7GdW++4dAprv/PHZ3dZa7fxYbcybf3bfEtssAFgC/BBYTxt/5irt/bmY3Ax1a053Xkn6tccgGkcp2x0YvxcJsbL+PjWBqwB1mdgphQLcjgENr+fwZwIPuvgvA3SvPAxAfOKsQyK7ls38jDCORATzp7kX7KeN/EMafeSY2EuXxwGux4TbaEw4GIgmj4JfIcPfFsdp9L+DM2PNwdy+N1cIbO4XhnthzGbX8X3L3RbEDy1nALDO7x91/X3kbM5tCOMv4XnwRYV6FrzeyLCINpjZ+iQwzG0CYqnAr0JUwxntpbNrGPrHNPgM6V/rYS8AVZpYV20f3RnxfH2Cju/8PYeaoYdXWDwd+BFxaaRTVJcBoMzs2tk2n2GijIgmjGr+0dh0rjW5ohFE7y8xsNvCMmb0NFAArAdx9q5m9Fhvl88/ufqOZ5QEFZvYF8DxhYp+GOA240cxKgZ3AZdXWf48weczCWLNOgbt/O3YW8LCZdYhtdyuwqpG/W2S/dHFXRCRi1NQjIhIxCn4RkYhR8IuIRIyCX0QkYhT8IiIRo+AXEYkYBb+ISMT8f9o5VGG38BMNAAAAAElFTkSuQmCC\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "values = range(len(bs_list))\n",
    "plt.plot(values, results[\"GN\"], c=\"red\", marker=\"+\")\n",
    "plt.plot(values, results[\"BN\"], c=\"blue\", marker=\"+\")\n",
    "plt.plot(values, [100.0 - resnet_baseline] * len(bs_list), \"--\", c=\"gray\")\n",
    "plt.xticks(values, bs_list)\n",
    "plt.legend([\"GroupNorm\", \"BatchNorm\", \"ResNet\"])\n",
    "plt.axis(\"on\")\n",
    "plt.ylabel(\"Error (%)\")\n",
    "plt.xlabel(\"Batch size\")\n",
    "plt.savefig(\"/home/marco/Downloads/plot.png\")\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "collapsed_sections": [],
   "name": "DV_Projekt.ipynb",
   "provenance": [],
   "toc_visible": true
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.4"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "0288ca081dcb4243917c1300f7a96206": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_4355efbb77ec48da81d326916c6e41ff",
       "IPY_MODEL_e4d87e03b729408dab415269ed81be14"
      ],
      "layout": "IPY_MODEL_31f2888b2c724eb6a9b0e3b4fab2c2cf"
     }
    },
    "10a9557083af4b888089a399ba3f6a39": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_90b6570b28674a9a8ea70e81e0b5297d",
      "max": 170498071,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_fc6c4abfbd5345daa54cb91e739d67f1",
      "value": 170498071
     }
    },
    "15fbf160bf1e435a93296979fa41d41a": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_d9fa5d7f4080420bbb321d913b247e9d",
      "max": 29515,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_63bff79d1f3f444b87d0d73eae2757e1",
      "value": 29515
     }
    },
    "1c16a85605aa444eb096e9fbd16578ae": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "20531421aa734c56a92dee33065485dd": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "31f2888b2c724eb6a9b0e3b4fab2c2cf": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3cf0558516c740b09af9de263adbd7b9": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3ef88e7dc6f14af792e64937e36f1927": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "425d77cc6b854911aaa6a50a164fc886": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "4355efbb77ec48da81d326916c6e41ff": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a4cd481547b14483b357762d756d9549",
      "max": 5148,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_e0567c595a524446875458237468bf54",
      "value": 5148
     }
    },
    "4753a54096674886b1960ca59387f485": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_3cf0558516c740b09af9de263adbd7b9",
      "placeholder": "​",
      "style": "IPY_MODEL_3ef88e7dc6f14af792e64937e36f1927",
      "value": " 26422272/? [00:02&lt;00:00, 13057815.85it/s]"
     }
    },
    "55a57315f2c646abba447233010e6c7f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_e1c17a282b3e4f0b8244f750c13cefac",
      "placeholder": "​",
      "style": "IPY_MODEL_d96e809633a0492186aed5c70a6a7da6",
      "value": " 170499072/? [00:09&lt;00:00, 17948471.63it/s]"
     }
    },
    "60b234c0981349158358f01d5a60a683": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_bae65539297d402aa7ea0ff210c012b9",
      "max": 4422102,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_ecbf4236b5724ff68cf7b479d7b01bd1",
      "value": 4422102
     }
    },
    "62582a0ff9af4ef888f8c10f379b1e82": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_b687424491ce46d5b3d9009278c41a2b",
      "placeholder": "​",
      "style": "IPY_MODEL_cd522d99a029438286e687652d59da83",
      "value": " 29696/? [00:00&lt;00:00, 35447.51it/s]"
     }
    },
    "63bff79d1f3f444b87d0d73eae2757e1": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": "initial"
     }
    },
    "65e0d7b7e4464e93abb4b66138cb46bd": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_15fbf160bf1e435a93296979fa41d41a",
       "IPY_MODEL_62582a0ff9af4ef888f8c10f379b1e82"
      ],
      "layout": "IPY_MODEL_bf48f31de76a457b87e836d3310b75fd"
     }
    },
    "683bd0a1b0944fb78a85cfad933de7b4": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "783348d30e2f433a81d70ea6bb69d2f6": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": "initial"
     }
    },
    "8ec6e75575104e718a4c4dbf58a61abb": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "90b6570b28674a9a8ea70e81e0b5297d": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a04392cfe59a48a98c33abe48484821b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "a4cd481547b14483b357762d756d9549": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a61af9d954144559847a4770a59a37fc": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "b687424491ce46d5b3d9009278c41a2b": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bae65539297d402aa7ea0ff210c012b9": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bb574f70bf794db08a136ffea60e5180": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_e35a888c0c4c42f6858ab5bd2d486687",
       "IPY_MODEL_4753a54096674886b1960ca59387f485"
      ],
      "layout": "IPY_MODEL_425d77cc6b854911aaa6a50a164fc886"
     }
    },
    "bf48f31de76a457b87e836d3310b75fd": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c94783f58c4f46ba918b0e9c5ed747ba": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_60b234c0981349158358f01d5a60a683",
       "IPY_MODEL_fa27fb9873e14e40950fccb940a63264"
      ],
      "layout": "IPY_MODEL_a61af9d954144559847a4770a59a37fc"
     }
    },
    "ccd2635db9694eef8e43334b3776095b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_10a9557083af4b888089a399ba3f6a39",
       "IPY_MODEL_55a57315f2c646abba447233010e6c7f"
      ],
      "layout": "IPY_MODEL_683bd0a1b0944fb78a85cfad933de7b4"
     }
    },
    "cd522d99a029438286e687652d59da83": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "d96e809633a0492186aed5c70a6a7da6": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "d9fa5d7f4080420bbb321d913b247e9d": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e0567c595a524446875458237468bf54": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": "initial"
     }
    },
    "e1c17a282b3e4f0b8244f750c13cefac": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e35a888c0c4c42f6858ab5bd2d486687": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_e496ac0401104b8cb0ad204fc336506b",
      "max": 26421880,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_783348d30e2f433a81d70ea6bb69d2f6",
      "value": 26421880
     }
    },
    "e496ac0401104b8cb0ad204fc336506b": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e4d87e03b729408dab415269ed81be14": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_8ec6e75575104e718a4c4dbf58a61abb",
      "placeholder": "​",
      "style": "IPY_MODEL_a04392cfe59a48a98c33abe48484821b",
      "value": " 6144/? [00:00&lt;00:00, 20967.22it/s]"
     }
    },
    "ecbf4236b5724ff68cf7b479d7b01bd1": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": "initial"
     }
    },
    "fa27fb9873e14e40950fccb940a63264": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_20531421aa734c56a92dee33065485dd",
      "placeholder": "​",
      "style": "IPY_MODEL_1c16a85605aa444eb096e9fbd16578ae",
      "value": " 4422656/? [00:00&lt;00:00, 6260519.72it/s]"
     }
    },
    "fc6c4abfbd5345daa54cb91e739d67f1": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": "initial"
     }
    }
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}