{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "linear-indianapolis",
   "metadata": {},
   "source": [
    "# 第7章 WaveNet: 深層学習に基づく音声波形の生成モデル\n",
    "\n",
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/r9y9/ttslearn/blob/master/notebooks/ch07_WaveNet.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "systematic-alexander",
   "metadata": {},
   "source": [
    "## 準備"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fundamental-raise",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Python version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "characteristic-adobe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python 3.9.1 (default, Feb  5 2021, 16:06:04) \n",
      "[GCC 9.3.0]\n"
     ]
    }
   ],
   "source": [
    "!python -VV"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "intelligent-stretch",
   "metadata": {},
   "source": [
    "### ttslearn のインストール"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "collected-technical",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%capture\n",
    "try:\n",
    "    import ttslearn\n",
    "except ImportError:\n",
    "    !pip install ttslearn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "sealed-singing",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.2.2'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import ttslearn\n",
    "ttslearn.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adult-convenience",
   "metadata": {},
   "source": [
    "### パッケージのインポート"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "static-hygiene",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab inline\n",
    "%load_ext autoreload\n",
    "%load_ext tensorboard\n",
    "%autoreload\n",
    "import IPython\n",
    "from IPython.display import Audio\n",
    "import tensorboard as tb\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "correct-shade",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 数値演算\n",
    "import numpy as np\n",
    "import torch\n",
    "from torch import nn\n",
    "# 音声波形の読み込み\n",
    "from scipy.io import wavfile\n",
    "# 音声分析、可視化\n",
    "import librosa\n",
    "import librosa.display\n",
    "# Pythonで学ぶ音声合成\n",
    "import ttslearn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "hungry-membership",
   "metadata": {},
   "outputs": [],
   "source": [
    "# シードの固定\n",
    "from ttslearn.util import init_seed\n",
    "init_seed(773)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "exotic-gateway",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.9.0'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "torch.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "honey-consistency",
   "metadata": {},
   "source": [
    "### 描画周りの設定"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "pretty-wrapping",
   "metadata": {},
   "outputs": [],
   "source": [
    "from ttslearn.notebook import get_cmap, init_plot_style, savefig\n",
    "cmap = get_cmap()\n",
    "init_plot_style()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "rocky-albert",
   "metadata": {},
   "source": [
    "## 7.3 WaveNetにおける音声波形の扱い"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "further-michael",
   "metadata": {},
   "source": [
    "### $\\mu$-law アルゴリズム"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "secure-electronics",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mulaw(x, mu=255):\n",
    "    return np.sign(x) * np.log1p(mu * np.abs(x)) / np.log1p(mu)\n",
    "\n",
    "def quantize(y, mu=255, offset=1):\n",
    "    # [-1, 1] -> [0, 2] -> [0, 1] -> [0, mu]\n",
    "    return ((y + offset) / 2 * mu).astype(np.int64)    \n",
    "\n",
    "def mulaw_quantize(x, mu=255):\n",
    "    return quantize(mulaw(x, mu), mu)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "composite-visibility",
   "metadata": {},
   "source": [
    "#### $\\mu$-law アルゴリズム適用前"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "hazardous-israeli",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n",
    "x = (x / 32768.0).astype(np.float32)\n",
    "\n",
    "mu = 2**8-1 # 8-bit\n",
    "\n",
    "fig, ax = plt.subplots(2, 1, figsize=(6,4))\n",
    "ax[0].set_title(\"Waveform\")\n",
    "ax[1].set_title(\"Histrogram\")\n",
    "\n",
    "ax[0].set_ylim(-0.9, 0.9)\n",
    "librosa.display.waveplot(x, ax=ax[0], sr=16000)\n",
    "\n",
    "ax[1].set_xlim(-0.9, 0.9)\n",
    "ax[1].hist(x, bins=mu)\n",
    "\n",
    "ax[0].set_xlabel(\"Time [sec]\")\n",
    "ax[0].set_ylabel(\"Amplitude\")\n",
    "ax[1].set_xlabel(\"Amplitude\")\n",
    "ax[1].set_ylabel(\"Count\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# 図7-6 (a)\n",
    "savefig(\"./fig/wavenet_mulaw_a\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "banned-collect",
   "metadata": {},
   "source": [
    "#### $\\mu$-law アルゴリズム適用後"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "provincial-subscription",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(2, 1, figsize=(6,4))\n",
    "ax[0].set_title(\"Waveform\")\n",
    "ax[1].set_title(\"Histrogram\")\n",
    "\n",
    "ax[0].set_ylim(-0.9, 0.9)\n",
    "librosa.display.waveplot(mulaw(x), ax=ax[0], sr=16000)\n",
    "\n",
    "ax[1].set_xlim(-0.9, 0.9)\n",
    "ax[1].hist(mulaw(x), bins=mu)\n",
    "\n",
    "ax[0].set_xlabel(\"Time [sec]\")\n",
    "ax[0].set_ylabel(\"Amplitude\")\n",
    "ax[1].set_xlabel(\"Amplitude\")\n",
    "ax[1].set_ylabel(\"Count\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# 図7-6 (b)\n",
    "savefig(\"./fig/wavenet_mulaw_b\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "behavioral-baking",
   "metadata": {},
   "source": [
    "### $\\mu$-law アルゴリズムによる逆変換"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "veterinary-reliance",
   "metadata": {},
   "outputs": [],
   "source": [
    "def inv_mulaw(y, mu=255):\n",
    "    return np.sign(y) * (1.0 / mu) * ((1.0 + mu)**np.abs(y) - 1.0)\n",
    "\n",
    "def inv_quantize(y, mu):\n",
    "    # [0, mu] -> [-1, 1]\n",
    "    return 2 * y.astype(np.float32) / mu - 1\n",
    "\n",
    "def inv_mulaw_quantize(y, mu=255):\n",
    "    return inv_mulaw(inv_quantize(y, mu), mu)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "drawn-heritage",
   "metadata": {},
   "source": [
    "#### $\\mu$-law なし"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "structural-digest",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "                    Your browser does not support the audio element.\n",
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\n",
      "text/plain": [
       "<Figure size 432x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n",
    "x = (x / 32768.0).astype(np.float32)  \n",
    "x = librosa.resample(x, sr, 16000)\n",
    "sr = 16000\n",
    "\n",
    "bits = [8, 4]\n",
    "\n",
    "fig, ax = plt.subplots(len(bits)+1, 1, figsize=(6,2*(len(bits)+1)), sharey=True)\n",
    "ax[0].set_title(\"Input waveform\")\n",
    "librosa.display.waveplot(x, sr, x_axis=\"time\", ax=ax[0])\n",
    "IPython.display.display(Audio(x, rate=sr))\n",
    "\n",
    "for idx, bit in enumerate(bits):\n",
    "    mu = 2**bit - 1\n",
    "    x_hat = inv_quantize(quantize(x, mu), mu)\n",
    "    librosa.display.waveplot(x_hat, sr, x_axis=\"time\", ax=ax[idx+1])\n",
    "    ax[idx+1].set_title(f\"{bit}-bit waveform\")\n",
    "    IPython.display.display(Audio(x_hat, rate=sr))\n",
    "\n",
    "for a in ax:\n",
    "    a.set_xlabel(\"Time [sec]\")\n",
    "    a.set_ylabel(\"Amplitude\")\n",
    "    a.set_xticks(np.arange(0, 3.5, 0.5))\n",
    "    a.set_ylim(-0.5, 0.5)\n",
    "plt.tight_layout()\n",
    "\n",
    "# 図7-7 (a)\n",
    "savefig(\"./fig/wavenet_inv_mulaw_waveform_a\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "noble-clinton",
   "metadata": {},
   "source": [
    "#### $\\mu$-law あり"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "sound-obligation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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/6b/XwA9AEkAqf/o//T/1//z/8z/FwCzAMEAZgCk/+P+dP+OAIMA/v8a/9r+n//EANsAnv/o/nH/fgB0ALL/Nv/0/woAoP+H/+L/+v8BAKb/sv8RAEYAgAAdAOv/nv9JABsAAgADAJAAlwDj/3L/Vf/a/9D/CADs/+X/Rv9m/93/3v/T/7H/iP8I/yb/2f/FAIwAn/9D/1L/j//r/y4A8f/8/38AzgBqAEX/I/8FAHEAHQDL/8b/tv90/zX/jv/b/xIAm/9D/5n/zf/8//z/z/+X/1j/if9UAI8AAwB2//z/egD3/3r/0P9NAHcAUQDk/+r/sP/L/yUAOQA1AAgACADi/8//8f+OAOwAnwCI/zP/q/8YAJwAZADi/2n/o/8DABwAxv8KAFQATQDo/5T/HABqAFAAIwAYAGAAegANAP3/HQBQAAkAyv+E/5z/q/9BAFcAw/8l/xf/HQCIAHUAZ/9+/+//ngBdAOz/3/+i/8b/1P9lAEsA3f94/4H/wv8XAFAAGQAIAP7/6P8dAEwAQgDc/+P/6//3/wEARAD6/4P/bf/h/1EAzv+h/97/GwDA/0T/0f4h/73/MgBLABQAaf/b/kv/lgDMAM7/N//g/3IAjP8//xQAlADW/1v/af/X/yEAYAAbAIf/c//l/9//lv/L/xkAQQCN/3X/n//q/ysAZQD8/3H/ef+O/7//p//6/x0A1v+//97/tf+I/7D/2f/Q/+b/AgANANb/6P/n/+j/CgD3/9z/pv/V/wQACQDD/+n/DgAGAJn/a//B/ykAeABPAJn/4f48//3/owBVANj/Rv8k/63/RwBbALP/ff+j/6f/Dv9G/0MAsgBWAIT/Ef9r/ywAwQCNAAYAuP/Y/zoAOwB4AJEAXgDe/9D/zv/m/2UAsQBRAJr/cv/7/1gATQBJAHYAUQDs/zAAfwBXAAkAJQBRACUAXf+F/ysAnQA7APr/rf9E/2//AgCvAGMALQCt/9b/yv/5/zoAYQAuAOz/8//d/yUAfgC4ACgA0//h/y8ALQDZ/93/cgCAAFgA5f/P/7j/6f9NALgAtgD9/9T/9v+EAD8AagCfAIsAKQD9/3IA1wBPAJb/4f9rAHcASwAcANj/jf/O/7sAFgGMAOr/IgBTAEEAewAfATABVQBd/3f/ewBhATABpwAfACEAhQCfAL0AwwDkAHcAZwCcAN4A1gCEAHoAfACbAKUAxACuAHEAXQBkAGwAMAAqAFEAnADsAPQAnwAiAAIATQDiAFkBLwFzAOf/CwDqAFsBSwGKANr/0P9SACYBJQHVAJ4AjQA7ACEAeQAAATAB4QBLAPv/UAAuAZQBAQFfAGMAKgE0AeYAzwD5ABoB2QCRAJMA3QASAQ0BlABOAIgAZAG5ASEBWQA2ANMAKAHWALMARwFFAfEAwwDvAAMBNgEMAcsAmADEAIQBpwFXAWEAOwCUADUBUgHoAJkApgAJAWIBvgFxAccAUwBnAEsBNQIEAiQBcQCCAPYAlAG0AUsBnACOAAABaAFlAWcBfQH+AH0ApgB0AcoBoQH0AK8AqQDRAEUBcQEGAdgAOAFYARkB0wAQAWEBYwEGAbQA3AA8AYcBpQFPAfgA7wApATABWgGfAcYBlwHzAHsAzAC0AQICeAGpAIIAHAHdAb0BUQH/ACoBbQGMAWkBYQGdAYMBkgGfAdoBqQGQAUUBbgHtAf4B3gG0Aa0BhQHUAewB2AG+AXcBXgFaAXQBgAGeAVIB+AA+AZ8BBALrAZQBSQGHAd0B8AHUAaUBrAGxAcABsAHrAfkB5AG4AWIBVAFsAaABqwG3AZIBaAFZAWwBtwHBAZQBfQGmAcQBqQHWASICAAKOAVIBqAEAAs0BVAFLAX0BoAGDAXgBTgEcASsBqwEKAqEBVgF3AdUBqwFrAVkBdwGbAbUBAwIYAu4BigFaAaAB9wEEAsIBlAFeAXMBlgG/Ac4BtAG3AbcBAgL2AeMBcAFWAaIBBAIzAvEB2gGgAbIBywEYAh4CsAFFAT4BpQHbAREC2QEkAccAXwFpAmQCngEJAXQBDALyAbkBvwHpAbcBigGpAQECAwLXAbsB2wHZAdIBAAITAs4BbQGzARkCGQKcAV0BhQGlAbABtQGjAXMBbAGhAdIB7wHbAbcBvgHDAbsB0QHpAcoBoQGgAbUBoAGtAeYBHALsAYwBZQGVAdYB5AHHAZsBpQHJAcMBvAGzAa0B0AHhAe4B3QHNAaABqQHEAeoBtQFxAYABrgHvAdcBywGKAWsBfgHcAUkCUQLsAVgBVQG5ARECEQLwAegByAG6AbwB6wEHAhoCBAK1AZ0BvgEiAgoC1AGnAagBuQHCAcMBlgG+AfoBIQL6AbEByQEJAhQC3wHcAe4BzwGzAaYBtwHJAQYCBgKnAScBOgGzAd4BnAEyAR8BJQFLAXMBmAGaAXwBjAG3AbMBhAF2AZcBuAG4AZwBhQGHAZcBrQHTAfoB9AGyAYYBqwHxAf4BrwFfAVMBlgHKAdABnQGEAZoBxQHYAb0BtQGrAbwBxgEIAikC+AGsAXsBiwG3AdgBvAGOAXYBdwF7AaoBvwGtAYcBfgGQAawBrAGQAYQBdwF0AW4BdwGAAZEBpQHKAcABfQFcAVkBYwFzAaIBxwF3ATQBNQFsAZMBoAGnAZ8BjQFbAYMBvQG9AWMBLgFQAYYBlwGCAX4BWwFVAXIBhAFXARgBHQEpASgBGgEzAWgBVgEJAckA8AAtAUkBNwExASYBAgEJATYBXwEuAQAB6QAUAUIBSwFaAVsBSgEWARABLwFFAUMBNQErAQ8BAAEkAU4BLgH1AOQA/AAqASkBJwEVAQ8B+wD0AAcB6ADZAPcAMgEpAeEAwwDsABwBFAHwANQAswC8AMcA1wDIALwAsACWAIUAiQDcAP0A3QCQAIAAsQDzAAsBxABwAG4AwgAVAQwBvwCKAKQA6gDZAJUAcQCMAI8AmwC5AMsAtgCKAIYAlgCxALkApwCOAIUAiACSAKYAqgBtAEAAcADEANMApAB4AGkAdwCLAIsAigCHAIEAfAB7AIAAYABRAHMAogCRAFYAQABGAEsAZwCaAJIAPQAAACgAdgCqAJgAZgAvABoANQB0AJEAUgAVAAwALAAvADUASwBTACkA9/8EAD4AVgApAP3/8f8GABYAFQAJAOz/5f/9/wYA/v/+/w0ACADn/9b/8v8MAP//2//C/8L/7v8bAAwA1v+e/6b/+/81ACYA3/+y/7//2P/3/wAA9v/S/7H/n/+m/87/6P/a/6f/hf+G/6r/yv/X/8X/mf95/33/d/92/3v/iv+o/5f/hv96/4D/gf9//3j/Z/9r/3j/dv9y/3D/cf98/4T/ef9W/1P/X/90/27/TP80/y//Pf9N/1b/Qf8l/xv/H/8w/0X/PP8w/xj/Ff8q/1H/av9U/zP/F/8m/y//Ov89/zn/Bf/e/u7+JP89/xH/4/7K/uf+DP82/zn/E//n/tn+8f4c/zD/Ff/h/r/+y/7z/hf/Av/Z/r7+zv7c/tz+4v7c/tH+s/6j/qD+rf7F/tz+3/66/pj+lv6+/ub+5f68/pn+h/6U/p3+l/6R/pH+p/6d/o7+ef5+/o7+l/6O/m/+Xv5g/n3+hP5u/kn+PP5Q/mr+ef54/m7+W/5M/k7+Vf5U/lH+U/5Q/kn+Uv5n/nv+av5B/jP+PP5T/mD+U/45/in+Pf5U/l7+Rf4a/g7+Mf5P/k/+Nf4p/jH+OP47/i3+Kv4u/i7+KP4v/jP+Mv4x/jH+Lv4i/hf+GP4b/hn+Fv4O/v/98P3u/fn9Df4W/gb+7/3t/f/9E/4O/gP+/f37/QP+/f3s/en98/36/ff96P3g/eD97v31/ef91v3G/cr93v3k/dn9yv3L/dH93/3i/dz90v3O/dr94P3k/cv9t/23/cT9vv2u/bH9rf2l/ZL9lP2c/Z79nf2U/YT9cf14/Yz9m/2R/X/9c/13/X/9gf2A/Xr9e/19/Xn9dv1z/W/9dP1+/Wr9S/0+/Vb9cf1x/WP9S/1G/Uf9Wf1k/V/9V/1N/Uf9Qf1X/Wb9b/1o/Vr9TP1N/Vv9Y/1l/WL9Yv1d/VT9Sf1M/Uz9Xf1c/Vn9K/3A/VP+tPw9+9z8FP8w/ir8ZPy7/b/91vx5/Hr9Dv7y/Bn89/zw/T79efwp/bf96Pxd/Nz8aP1E/dv88PxH/QX9q/z1/FX9J/3Y/BD9N/3W/L38I/1N/fL8vfwK/Qn9vvzM/Db9Nv3U/Kv81Pzn/MT84vwa/QX9ufy5/PD8Af3x/Pn8Cv3r/Mj83fwI/QT93PzZ/Nv8vvyo/MD84fzN/J38pvzR/L78m/y2/O/83vyk/KT80PzP/Kr8s/zQ/L/8p/zD/O384/zK/NL82vzU/MD80/zl/NL8tPy3/MD8vfy7/Lv8wvy0/Kz8tfzG/L38sPy5/L/8uPy0/MH8xvy5/K38uvzO/ML8tvy4/L78uvy7/MT8vfyw/KX8tvy7/K/8ovye/J78mPyd/KP8pPyc/Jb8n/yr/Kv8rfy0/Ln8tfy3/L/8xPy9/L38yPzP/MX8vfy9/MH8yvy2/LT8r/yl/Kv8rvyx/LL8sPyt/LL8svy5/MH8wPy//Lz8vPzG/Mz8y/zQ/ND80PzP/ND82vzY/NX80vzV/NP80/zb/Nv81PzM/M/8y/zQ/M38yvzL/Mr8zfzM/M78zfzO/ND8zvzL/NH80/zV/Nf80PzS/Nv84vzl/OP83vze/N784Pzg/Nz83vzm/Of83/zb/Nv84fzk/OH82vza/Nv83Pzk/Of86Pzk/Oj86vzu/PL87/zy/PL86/zh/Ov88/zx/O/87/z0/PX8+vz3/PX89vzy/PX89fz4/Pj8+fz3/PP89vz7/AH9Av0D/Qb9Bv0M/Q/9C/0J/Qf9Df0U/RP9Ef0O/RD9EP0T/RX9E/0Q/Q/9Ef0T/Rr9IP0f/Rf9Ev0a/R/9JP0i/R/9JP0m/Sn9Kv0s/TD9Nf0z/Tb9O/02/Tb9Of0+/UH9Qf09/T79P/1E/Uj9Sv1J/Ub9R/1L/VX9Uf1M/Uv9Sf1O/VH9Tf1Q/VL9U/1S/U79Vf1b/WD9Yv1g/V39X/1j/WP9Zv1c/XP9hf1R/Vf9h/2A/Vr9XP2C/ZP9ZP1X/Yn9kv11/VL9bf2d/YX9X/12/ZP9kP1v/W79mv2e/Xv9ef2a/aH9jv1+/Zn9q/2U/Yj9mv2m/ZT9hP2e/a79nf2R/Zf9pv2k/Zv9n/2r/aT9nP2k/an9rP2l/ab9rv2t/aX9pf2t/bT9r/2m/a39tv2z/az9sP2x/bX9sv20/bn9uv28/bn9vP27/bb9uf2+/cT9w/2//cH9vP3A/cL9xP3J/cv9xP3B/b/9x/3M/cn91f29/bv9x/3L/dP9z/3J/c390P3J/c79zf3V/dj91/3Z/dv92v3b/dz92f3e/d792v3Z/df93P3c/eH95P3g/d393/3l/ej96f3q/fH98/3x/fD97/30/ff99v30/fL9+P36/ff9/P38/f39/f0A/gL+//0D/gL+Cf4J/gH+Af4I/gr+Bv4A/gz+F/4R/gz+CP4O/hH+DP4L/hX+GP4R/hD+Ef4R/hL+Fv4a/h7+Gf4R/hL+FP4a/hj+Fv4b/h3+HP4Z/hf+G/4c/h/+H/4f/iH+Hf4b/h3+JP4j/iL+Jf4i/iL+J/4j/ib+LP4q/i3+KP4p/i7+M/4z/jT+N/41/jz+O/48/j/+Pv5D/kb+Rv5G/kX+Rv5L/kv+UP5T/lX+VP5X/lf+V/5n/mb+X/5n/mr+ZP5m/mj+b/54/nn+eP6B/ov+iv6M/or+kf6d/pr+l/6g/qX+n/6g/qT+qP6s/qz+qv6u/rL+sf6w/rP+tP67/r/+vf7B/sT+yP7O/tL+1v7b/uH+4v7o/ur+5f7s/u/+8/75/vj+9f74/v3++f79/v/++/78/v7+/f4A/wD/AP8I/xD/F/8V/xH/FP8b/yL/JP8s/zH/N/89/zv/OP86/0H/Q/9L/03/Uf9P/1L/V/9Z/1n/VP9b/17/Xv9i/2P/Z/9x/3T/ef9//4f/jP+R/57/of+o/6v/rv+z/7H/uv+4/7j/tv+2/7b/t/+7/7n/vv/C/8v/0P/d/9//6f/w/+v/+/8AAAMADAASABQAIAAmACoAMwA6AEQASwBSAFMAWgBkAGUAaQBmAGMAZgBoAGcAaABmAGEAZQBhAF4AWgBXAFUAVABSAE8ATABLAE0ATQBOAEwAUgBVAFgAXABgAF8AXgBhAGQAawBtAGwAawBwAHEAdQB3AHIAegB/AIIAhACBAIEAggCIAIcAhACBAIEAgQCCAIIAegB2AHQAdgByAGsAYwBeAGAAZABkAGAAXgBXAFsAYABeAFcATwBVAFsAWwBZAFwAWwBbAF4AVwBXAFYAVQBXAFYAWABZAF0AWABXAFgAWwBVAFYAXwBbAGAAYABgAFsAXABfAGAAXwBWAFcAVQBVAFkAXgBhAF4AZABoAGsAbABuAGoAYgBgAF8AXQBiAGcAXgBRAEkAUQBTAFIATwBHAEUARwBAAEEASABBAD4ARwBUAFoAWgBZAFgAVgBbAFsAWwBcAFoAYwBnAGoAaABgAGQAaQBqAHUAfQB7AHkAfQCKAJcAnwCiAJoAlgCiAK0AsQC3ALkAsQCtALIAswCuALEAtgC2AL0AuAC5AMYAwgDBAMUAxQDHAMYAwwDCALwAugC5ALQAtACzALEAtwC6AL4AtACtALQAswC4ALwAvwDCAMcAyADFAMQAwgDDAMYAygDKAM8AygDIANUA2wDbAOAA6ADtAOkA5gDnAOEA5ADtAPoABAEDAfoA9QD9APsA+QD5APwAAgEIAQIB/AD2APAA9AADAQMB+wAHAQgBAgH4APEA9QD6AAMBDQEJAfwA8gD2AP0A+gD0AOwA7QDzAPkAAQH+APEA8AD5AAQBBgEBAQUBCQERARoBJwElARsBHwEqATEBKQEqASsBKwEyATQBPwE9AT0BSQFPAV8BVgFUAWABYQFsAXYBbQFfAV4BVwFaAVMBRwFRAVABTwFNAUsBSwFMAUoBTQFQAUsBTAFHAUoBTAFMAVsBWgFUAVsBTQFIAUYBPgFHAVgBVwFZAV4BUQFSAWIBbQFpAW0BcgF9AYoBjAGJAYkBjAGNAZoBlgGNAY0BlQGSAY4BmQGbAZABigGRAZsBmgGZAaYBqwGoAaIBogGaAZkBnwGkAa0BqwGqAaQBmQGVAaEBpwGlAaEBogGZAZcBjwGDAYMBagFsAXsBiwGMAYQBcQFuAXoBewGIAYgBhgGJAZkBmgGYAZsBngGhAbUBzwHhAeQB1gHXAeAB3gHSAdYB1QHdAeIB1AG/Aa0BoAGkAa8BpQGdAa4ByAHZAdMBzQHMAdUB2AHVAdgBxAHPAcsB0AHDAbABtwG4AcABwgHIAcMBzgHIAd0B7AHlAfAB+QH2AfoBAwLnAeQB5AHqAfAB6QHqAeAB9QHwAe0B7gHdAeUB8gH/AQsCHAIDAvsB+AH3AfUB8AHiAdsB8AH4ARACCQICAvkBBwL4AfYBCQL/AQ0CHQIiAhgCHgITAh8CHgIRAgIC/gH6Af8BCQLwAegB4QHuAQACBgLsAfABBQIaAi0CLwIdAhoCLwI3AkoCQwI0AioCNAI1AjcCLQIPAgYCBgIQAhYCEQLzAd8B3wHgAe4B8AHnAd8B3AHsAfwB/QHZAdMB0QH6AQkCCwInAhoCIwIzAjoCEwI7Ah4CKAJYAkYCTQJSAkgCRwJ0AlQCXgJ0AlcCawKCAlYCXAJeAjMCVAJjAjwCQwIsAgMCLAIwAiUCPgIrAhwCSAJIAjsCQwIiAiECMgI1AjMCNwIUAg4CJAIPAhwCBgLuAe8BBQLsAfoB6QG/Ac4ByAHAAbwBuAGSAZ8BgQGBAYkBdgFxAXQBdQFoAXQBXgFjAXMBagFrAX4BfAF/AZoBmQGoAcEBwQHfAfMB+QEUAigCMAJYAnECfAKXArMC2ALlAhEDHwM+A1MDcgOiA60D0APNA/4D/gMWBC0EJAQ2BCkERgQ0BCAEDgTxA84DtgOAA04DCQOiAmACCQKyAUYB5QB0AB0AwP9R//P+gf4g/rn9dP0r/d/8qfxy/FH8Qvwv/Db8MPw7/HP8qfz//En9n/0Z/qX+M//P/3kAHAHMAZ4CagMtBPoErAV5BjwH7Qe1CF8J8QmDChgLcQvOCyUMVgyZDKwMmwyEDFUMBQy8C00LoArsCSAJNghVB2gGWgVXBDYD+AHAAIT/Nv4S/dj7hfpn+UL4NPc69mL1YfSq8/nybPI28ujx2/HM8RPyWPL/8r/zjPSW9aP29vdh+ff6S/zb/UL/tQBBAroDHgVaBqMHuQgNChYLFwz4DL0NYQ7oDo8P1A8mEEMQWBBeEGIQQRAeENYPTA/zDnEO/Q1ZDd4MIwxuC+AKMAqOCbEIzwfPBvwF4QTQA54CJwHg/9f+Av7e/Kb7KPq3+HX3YfZd9Sf0wfJ18dvwkvCQ8IfwO/AD8DTwy/CE8Uny6fKx89j0evY7+O/5h/vc/Gj+BwCpAS0DbASMBcEGGQhTCYAKigtwDDIN9Q2xDioPcw+BD6YPvA+qD6oPkA89D70OaQ79DZwNLw2gDBMMPQvNCm8KCwqdCQkJdAjYB4oHIAedBsIF0gTkAwAD6QG2AKX/R/5Q/Vn8+fqB+f/3avYp9djzTfIY8fTvPO/v7t/ume6L7r3u3e5y70rwE/Hs8V3ztvRp9i74y/mz+1L9A/+YAC0CcgPTBFMGmQfJCB8KWQtlDHMNHQ4TD48P2w9DEIMQfxBrEI4QaRAsENgPdw/tDnMOFg7kDWINrQz2C7sLQguzCo4K4QlQCboIYAjqB1oHZwZqBVME9QKrAVUACv+D/Vj8z/oW+Uz3svXJ80HyivCU7ontWuzk61frFevz6h3rVevD67jsgu2G7tzv6vFq82P1Z/d2+ZT7af1u/0MB1wI3BEsG5wc3CaUKOQxxDaQOqg+6EIgRyBEzEpkS8BKHElUTqRMOE3MS/hGYEX0RNRG7EMoQ3Q9wD+YOPw7IDkEPgw0iDOkKnwlVCXgIiAftBckDyQBS/vf7mvlj9w71PPIF8LTtfOqE51Dk/uJY4jvisuGt4dvhvOEA4jTjruVP6DrrUe1z8KLzhvaW+cv8/v+oA0EHpAk3C94MKA8+ER4TXRR2FYcWqxarFskXBhgPF5wVihQVFCIUfhPqEUgQkQ6VDSMNDA0pDGkLwAlmCNEI3gmrCskJBQjeBuUH9ggGCXUHVgX2AzIDLwLNACUA+/1y+oj2MfSQ87DyYO8x6lPmeeRm5bjlFeP23qvdeOBf4ybkrOIf4+nlDOrZ7WzwS/J/9Oj4r/3SAWgEaQZZCHkLqw5rEQQTuhIdE5kULxf0F78WVRV1FSAWmBXvE5ES+BGEEGoPng6TDQsMwQv6CwcLnAm/CLMJygrTChwKyQldCdEJuAsYDMoJqgdcB5AHswa5A8oB2AA//gP68/a69Qb0dvDf6rvm+uRW5GnjdeHF3CXZYNyh4DzhEt0x22PgUOea6dbo4OoX7731Ovtg/af9wQEwCLsMzA2EDCcQIxWdFgIW3hb4F88YXhmWGWsZRhePFQgWZReQFPUQfxD4EKsQdA64DPUMHA2QCxMLcwvOC+ULagu1CmwKawvIC+8KjQipBq0GnwUVA6YBGwCE/Cj3bPSu9OHyZOxZ5YvjSuPk4Xbe39qf11XXLtpx3NraztYI2XLgf+U35L7k4+kt8bD2wPg6+0T/UwWmCq8NNQ33DvEUWhmZGM8WnRgjHMUdaBsOGkMaGxp5GXcYzxYdFAkTQhO+EjkPxA2gD3gP7guJCbUMjQ6CDGYJMAo0DPQL/Aq8ChUJFAa5Bj0GUQPJ/2H+kv0j+LXyO/GN8AvsUeXk4Arejt2k3ATZ/dKR0RLWlNkA18zRNdXh3BfiaOEN4rTm1+7V9Tv4bPq1/s0FeQtSDyMPwhBaFpcblRsqGQQa7B4OITwdRRstHJQc6hrqGX4XIhUJFNEUDRQaDzwNTBCIECYM3QkADKUNCQx5CnYKRQt5CmQKLgtoCJQE3AWtBGcBE/49/KH73vV070juBO7G6Gbhztzd25TY09cu1G7QzM4i0QHWZ9QJ0CbSjdzL4HXg6eCu6PHv1fWS+fT8yQL6Bh8OThLlEnwTihpyHnQdvht+HeghniHCHrEcTh5OHC4bcBrFF4wUxhLNFPsSNhAQDSsO7A5xDJoLqguaC9AKWwtYCzoL5ghECi8J8AaiBPwB0AB9/9z8Ifih8jzvbe6q6srlBd5H2sTW5dYd1rrPXclKy3bSX9PyzrDLSNOC2+je/N4o4tDn1+9H+Pj7Mf6pAmILmRLBFCYToBc/H/ggwh7zHUIh1iO4Iu0fbh9IHUQcqhyKG3gWyhIAFCoUJhJCDlsOag2fDFEM6QvRCpIK8Qp3C9IKrgjiCmsJwwe+BRoDjwAR/67+WPp29HHuMO056wbnYd9k2ufVANJZ1L/PA8vNxl7Kf9Bp0IfKhcsJ1yndKd7Y3vflweun9Qz7EAAwAxcGJRGkGOUXHhYMHg8iVSOXIGshdyRgJIIhjyC5HwQchBseGz8ZOhO+EUQRkhOuD3ILwgtXCx8NWQuiCeMJ9AkfCqMMawkGCtYItQdZCDEFUgC6/SL/k/yb9jTt1uuZ6wHpct/g18vSYNGk1IvQtsZ9wWDHhc+t0X3IL8fW0ADdid/z3jziXuod9Rf8PADPAqsITREUG6UZ2RdzHkklXybIIysiESOuJcMlHCNKHroaLBt5HX4ZMxOOELwPQBLFECMMxwjoCRsNBAugCQgIEgntC8ELPQmGCU8H4Qg3CQMDUP/j+7b+f/yc9TDr3+k668vm4d1O1ovSms5P0HTMQ8kDwdzCQs1bzzzKuMZw0H7c/d7+3efkp+vZ9Jr8LwJFBnkI6RF2HP0e/xnDHe4l3ScsJssjhiSpJdkkwCETIbMbDBmPG9IZVRTlDRAPshFiESIK5we5CuwKCQtQCj4IpweUCm0LCwxEBz8Gvwg0BzwDxv3z+538Sfn88QTr9+fT5lrhH93Y0mzLx84OzQfL7cF6vz3Gt8pSzRbJAcjs0jrdPuC05ErlYu9y+J4BXQiFCPYMqhdgIGQeJiCfI+Mm3SeqKGQlKiavJJYjciOCHf4Y+RkaHIsWHRAQC/UPtRHuDMkIZwepB+kK2gtZCr0Gagb6C3gMdgpdBsEGQgjlBDkAlf12+3X6LvU08C3o5eRk45Lef9ZOzqDKicsky3LEM8FUv8PJxsu+yrfG281C2bfe2uQh5v/qvfPuAP0GHA0KCzUUzB3TITUjryMIJd8nbSoRKDcmHSQfJMQi2SAHGhUbixUXFxwTHxElC30KeQ/OCi0LFwUSCLoKjQphB6kMIwZJCpUKRglFCpoChQNRAQcA0viK+NDx+u5+5pDjCOLs2ZHSqsiGzAjMXsX9v7u98cGnywTHNMgSyuLN39qK4HzntejL64v4RwWFCgYM8BAvG80eJyNRJkQnfSjwJ3or6itqJaAjvCSeI3YfoxjPGJwZ+BROD9QOhgw2DFYKKwueCP8FKQdBCSAMNAcyCD0JBQp9CXcJRQYNBc8Bmv4N/eP4y/Wr8RzqEuRi42bb1Nj+zl7KRscgx7PGTMCGvu7BGMvMyYnIvsnp13nbceTg6VPrT/TZ+/AJWxBXEc0S6R4uI5YpoinNJ30pEio/LdkqziigIe8i+iHvHWAcgBadEwAROBF6DKYKaAi2CAgJaQbUBTQHHwfgBjUL2gdiCLIGWAkQCt8GcQDK/9f9Lfsz+Y3zzuwq5nzkS98j3ZfPwsqKyRrJasW5wf69ecLqyNjHtsmEyBPTSdqv4h/oBewA8Nj69AbVDvAQNBSYHW4hQSkIKTUqGiv6KoIuoCyWKNoj3CPkJPwfaBpuFbsTHBTxEFANjghFBc8I8wi9B/QF+gJeBRkIfwnuCHcGsAVQB0oIuAU+AuH++PqC+ir3ofPI6+fjn+HT3i7ZnNEAyRrKlsZ8wwLDt74Cx9zFG8zlyR7KldX03Hznpuuo7NjzIv5VCawT0hL6GVwcSSQJK2grjSxJKiQtMysnLBUqQyS3IP0htiCsGwMUchB5Ek0Qxw18CgYGpQP4BmwIjApgBAQCUwc5CMkJIQiWBeoFFAQEBIwCpfoz+Dv3f/Vx8Lzl69673oHb7tgozJXGy8W8w1zInsOWxqbGEMe8ygfQo9Yz3K7j8+pM7mb0yv01B+4QYxJpG4wdTiFVJ/cr8C7xLLcrDyzqKgkowScPJXIiyxtNGbwUyxMyEXUObwt7BmkFrATaBYIF+wQLBOwD5gOfB2gGXQegBoEFuQW8AoEC2v8u+gn4dffp8bHsleKE423evdm71YPMDsvBxi3J5crvyPTIbMwgzMfRt9Ow3GbjSufq7i3yAfu9AM4KeREtFsca5x0zIlwpNSmvK6UptCqQKuQmpyfMIbwi9Bx9G0cYnhItEcAN6gxlCqwFSAafBK4EUAXxBDAG/AOVBeQFswaJBpAFJgaKBC0CjP9G+5v40PXd9KfvNOmJ5C3gA93F1+rU2tG5zWDN98gCzZ3Po9FV1eDQ/NeI2tzi3uoT7xz15vbG/loHrwxLE0EYNhxtHyQjniYyJqknQSjJKWImKSLTIGEe+B3UGi8YbhPaDSsNAwx6C+YIiQY7BpwElwWjBrUGfgbxBLAG6AVdBgoG8AXMBNgBkf/o++f4Y/a3+Bry6e6e5ajiUOGj3nLeatQP1/fQTdNw0s3SX9ic15PZb9lp3mfhDOZP70v0uvZ8+qL/qQduCuITgRefGbQblR1tISgiFSKfIqUkDCF6HUwanBn+FqsXqRUvERIMZgrcCT0LYwrKCJwHfQTNBmEGIgikBpQGhwdHBjQFCwXgAxgC2AFO/wj8j/bG9GH1q/Un8Cfrk+ik4f7jjd8b34HcU9gk24rZl98Z3QLdX97x3lHmzefo7FDxXfF+9+L5rAJUBt8HDw5QEc0UDhbzGcMbohvbGt8b2BzrG7cXmxfsFIUUihKkEs8RbwxCDLYKFgxLCigKWQmeCH8JNAiMCTIJIQjBCPQHfwfABZwENwPUAoUB+/z9+gj5x/qj+Mj1zPNM7sDr+Om86W7mheM/4DHjW+Rm5MblV+RS4y7jzOeC6r7tO/EU8o70UPgl/HwBkQNxB2gJ3g59EBURchKoE78VlBUmFl0VDhQqE1sTOhOOEr8PTw+/DrAQ0QxtDQ4OZgvpDDwNBw3ODBIMswuqDSwMEAxiClMKeAtVB6gHaAdrBHUCggHSAJv98/uA+qj7c/ke9gH1Q/BX7h/tTuob6lHpJeuL7NzpAuot6sPnb+kN7oHvffGq80r0XfUY+S389P+EAwYGDweCCWgLxQtHDogP/RBKEcgSqRAmEFsRCRA1EDgSqhCBDjYPdA8sDzwOtQ5xDp8P0g6YDpQNuQ1ADZYNuw0+DW0L8QqKC1UIIwngB7kGBQSJA1ADrv8mAET+8/w+/3H5ivgb+NXz6fNB8jDucO077j3uhe8d75zvcuxn7DvsUO9/8ybzSPVq9f71rfn8+kf+ZwH2AW0FvgYYCO0ItQn1CtAL/A0OD8UNTQ5cDfgNNBCeD68P5A35DT0ONA7zD+wONQ4NDjoP2A4iDjIORg0sDSkMbg2rDLkNMwubCXQMqAohCVsHXwRYBQ8FfALxAIb/+/79/ZL+I/qQ+YT6ZPe59Cbyd/Ft8ZvwzPJS9A7z4fG68Ijv+O8e9Kb0SfZL+CH3LfnW+i37O/7UAF8C8AOUBhkHFAbrB0cIrwlADFcM1Az6C1kLiwtjDEYPeA76DK0NqgzKDUYOYg9ADmQNPQ+rDOANVA5aDrEMXg1hC60L3g7WCqgKaAtVCS8H/giaBywGEwUqA/wBFgKt//8B6/8i/LX9Evp++Zf5wffH9B/1svOj8w/3Gfbc9Hn2H/K98Z/zGfRh+Pj3XflI+vb58Pst/D3+ngD8AXEEAwY5BrkF2QUDCHkISQo0DGALJQwYCqUL6QscDaUO7QtfD1EMLwybDnwNxg0EDqQORQ1CD8oNbg5pDVsLKQ6gDtkNmAq8CQAKmwcRBz8HWQdiBqoFJAizAxQB2QAzAI7/Yv9pAPv5wPpE+ZL2f/jw85j1U/ha+O36RPd+88z0UPPo9Jz48vhC+uj79fp/+ob9tPxS/ksBYwD7A3AGGwXsBFUEMQe0BykJcgrrCB4M7glUCkML2AusClULCg+aC8kM+g3JC7gMhwsLDlYP+g3UDhsPrxCpCgYK5AtDCssKwAcMDJsJPAZbCeADbAPcBMAGSgQqAiIAhP1mAWD/Z/xh/t36FfnV/Yb4Jfft9cX3LPmj+Vz6qvbu+Cj3OffI+Kf4lviD+pb75/vp+8n9n/3Z/v0AuwCqA9oCPAQkBT4F2QbpBe4HAAngCAgJPwtVDIQJDAqSC5cKggs3Df8K/gubDEoM0w51DWwKggvuC4wKKQrUDIYKAAteCacG6wqCCAIJBwiLCFIGngQmA+kB+APLAWYBrQBpAH7+Kv6i+5T83fmv+PD7N/j59y/6YPgB+F37LPlI+H/3n/iy+vv7d/r5+pD9df0X/hX/ngDj/2cByQMvBGIF5AUbBBIGMwa+BTwIrApyCoUJWQktCbsKzgu+CrIK6QtADKANJgo1DMoLpAquDsQMXwp0CT0KlgqvCf0HUgkvCCAI3AUwBRkLUATSBQcHHwFdAX4BWwGE/80Cj/5O/r38UPgU/vcAnv3N+WP7Nfoc/Jz8pPq8+gT6Fvp1/MX8gfni+7X7qfnS/Yv/MPwIAcUCHgL5A4UF3QUuA24F+gYhCHEJhAZiBuEK3QjqB+AJRQhLCiUMvQroDZUMVwzECs4KqQvbC3ILoQvdDjEGOAcQCN4GwQjKChAL3gccBmUAAAIyAeoBIQocCDcChQAY/aj/6ACe/mcDvAIU/Ij+vP/i+Mj8oPm+9U/8RP2Z/vX/d/k99nP7x/qr+xX+Tv9+/wf/rQCp/Wr+fgHAAIkEJgYdBC4EXwRkB4AF7gVeC/oJJAm+B6UJzwk9C7UJpghwDREHGgpaD8AFWAfODcoIogjuC9YGvAe6DroFhgg8CjQFKglDCfIDCARUCNUCwwLwBYoCcf9sBGb+2f0M/mX+C/6P/e/9oPpX/x34Efrd/a75Cfo0/+n8lft7/ar5pvkN/SX/OAExAKP97wGhAB7+QQEsA0UDJAZtBAoIlwYRAlQG/gctCuEECAgGDdYJigmuC6kI/QZTDakK9wrlBjsLXQo1CqIL+gNaDh4K6QiYDNMG/QKNCiIFIgOdB48CcAh1BDQAkQTeBOz7KAJfAOn7ewGE+oT4gf6y/TH68P3n+kP+lP6M+nD6vPoO/EP9tP3A+0v/D/88/p//ov+R/wQDOQT0AZsBgwH/ArgHIQgBBfkJuAcRCC4LagiFCPUIjglTCOoKVQzuDC4I9ArADdcJdQ6ICr4JzQyoBk8GOgpWBKsJGQoPBeMJVgbHBjMCgP87BsYFzAOhAp7/y/w9/xUASP4GADT8mP7Y/Gz1Gfm9+bX7X/1J/LP9xPvp+077Fvy8/BX9z/+3AFQCnwFoAsgBaQH1AT8F8wQnBmoHhwerCaIIZwhlBx8K+wjkCwINXgqcCzoKmAl1DIwKsAhyDYUJuAygC/sIMAx6CboNjQe9CLsGigVFCRcDzgSNA3sBXQQeBcn9n/0B/u79BAFVAN36evwc/Uj47fn8+W79bP5u/MP7pfx//P776Pwr+mr7yADX/lMAaQMSAQYBagGkA1IEmwbFBlgGPQptCNwHVApKB0YJSAwSCg0NpQ93DQcNmQuiCP4NvQ1yCmAKewt/C9YN+ApiBWgO/AZgCAgNYQUCCWkGFQNSAokD/wBsAIT/PAChAvX+hPpc+Ur7ufjT+hb5pvnS+hH5k/nY/Ij5WPjz+/H5dv6x/Of8Yv3o//sA5gBdARMCKwcbBQMG1QVQBuUIewdiCPcLCgs4ClgMQAwlDfEMyA1PDGEM0wyoCygL8wsDDPEJBhA8CycL0A2SB8kKYQqYBNkEcAXYA/ABzANwBVYCygBRANr6lPkH+pf5Nfxv92P1pPRd+cD2yPdf+cH3Kvry95z5KfhQ+vT7gv7Y/bUAOwOsAWIC4gF7BEwEXwdgB+8HiwhpCuUMZgulDQQN1w8aEF0Mbw6pDeMMRw3bCdgNOQ0DDYsRMwt8DcQKgQr7DesCYwouCfgFiwiUANABQP/mAD4Dwv60/Qv8l/lP+Yb2vPVx9db3+/OI9en6ivX19gL2WPQT9i73TPbI+kL8i/2Q/1wBjwEjAZcGvwQSBwAIxAg6CycKsQmmDJYMkwy2DQ8Jzw1mEDgNAg9mDAcOQw1fDkgQFgyVD7QK2A1UDQ8NkAvPCG4H3QbIBlsFXARR/dIAwv3f/Ib5//gc9mPxbO577SXv6vIH83/zgfVF8/n0Y/Qe9Bn0PvkS+6v/RwBD/3UCZQQiBNgGegbnB68KBArWDGwOogwHC1sOBA7gDfwPwg5/Dy8SvQ7QD4UP5QywDW4PIQ/yDW0P6QteD7cRrwzMClcIfwXxAkQEagD2/an9Kvze+Xf18vRe8BHqwukT7Ljtt++Q8s/xV/Kz8mzvfPXN83vzCPok/fQAiwSTBZMF4QfZB1UJ+AsACxYMzQ8FD64P9RCHDicPHhB3DlgQlg5KENMPIQ+2EBkPqA/bDUcPHg34Dm8OIwsvEB8O5QjjChQGAQLx/mb7qf5r9vL2nvJ87+btDeUb4yrkoOlT5/3tsfHm71Lxt/Q+8/3zv/Zj+BP/oQMhCHMKag42DfMM9A5RDhIOxRAwEXkR5RI/EkoSKRLrEFcPnw72D1EQIQ8+EN8Ong57Dh4Qjw9pDdwPpQ1qDuoO9QnwCpcGqf85/tT43/Xg8UPwBe0v5frfo9kz2RrcnN7I5Ajs5e6C8nb1B/iw9oT48/3ZAOkHbg9SFfoVjhZ0FUEUxxOuEOoPMBLgEgcT4RXjE1YOCg0gDHcJFwmXC/gKjAxmD40QXBDYDvANxA0SEMYOUhBtERgPnQr+Bk4C9/nn8hrwHuyp5rvjodsV0wbO3c3W0JPYYeDq5/ju+/Zw/MT8Vv8qAZcFaAt5FuUcjiAUJAwiKB8PGz4VuA/aD/MP4BEZEsIPvgumCKoFcgIbAxUD1ANECfEO5BA9EXkR7RF5EPMRdBIfE4oTARLNDawHE/+09ZfuDelK5DjdL9eHzNjEbMCdwB/I2tN74ujqyPX1/tgDDgVSCAwNVRGGGuIkOC3oL0Uu7CiEI2gZ2BBEDSYNzgqfCEELogcnAKf82vrW+Mv4MP4SBMgKHBHiFKUYABhvFX8VQxgHFyUXfhbeET4IQgBL9XnoeeB92LjQDcngvd6zQ7Bms6y84sxP4q3sjflNB84PCRE/FnQb+x6+KDo0ijrQOoc2zSuXJBgYDA7LBjYENP3C/FH/6/iC8/rxGfJJ8ZT3M/8RBykNcxi+HkQjqCFLIOcewx08G3YXKxPGCVf/tvXE7C7eYNJvwtG5CKb3n4Ccy6OjsfDLWukB9BAGFBHKG2oaNiRDKKYvhzfjQrlI5EVtOYEmsBpkCEv+L/ev9oLuZ/DV8pHswudm5sHnmexE+6gJdxWaILsqDjENM04t9ycYJDch9BxAGcMRXgI29Mzm3tjYytK5kqtJncSRbozWk3ahsbiR3B35GgsXHqMxpTHDNP48yUFKQC1IeUxkRmg7dSYvEvv+xu9141ziEN9K3Njf/+Ga33bhVeig8DIA8hSKKFs0fj09Q51DHTwoMAUomx/mGXIRgArr/dPsV9zizsLDQrK9pQWW1Ic1gHeIVZeyrmjaZAM/GrgvZUkXS1dE10Y7SLtCFUaRSPhCbzjOIdoF2fA+3c/JdsgRzynP9dSa4V3jg+Sn7/n75gYDHp82wUY7UItWb1LNRRg2FyRCGK8PggaI/eb3+es52DzKk702rgedv5PfiAGAcYXSlo6wVtSdBpgk0zdfTHpbPFLLTI5LpEPQPW89RjhqLAgaNPvy4+rSo8LktnLC6ctD07LewO/+8X/2MAUTE+gi7zj1TdhX/1zNV3VKcjfFIoEMHgPu/Oj0Nu7U63vfa8y5vo+yj6UxmJyRjYqqibmXdrEm0Pr1aiSWOF5FWlfTXYlNUUTIQq014i5MK3EiZhFa/G/hz89VxWq5a7Xdx9DWAN8t7aAB4AMHCY0bPynPM8lDWVPbVsNWqEkjONsjfg+t+830RfHq6Wzl+eRg28bI6ryxsf2mgZ2YmrCU05j0qO3AJePSDVEx0DmQS/RYdVPpQyk8ozFkIkwgehonEvEA+eqX1uDMssJvtry+StTh4KLq9AKJE/EQdhkRKO0vWDXxP1hJvUxpSPA3UCrhF0MB9u+h7N7qxOP040jlMNxbzaDF/birrJOk9J+OmcieMLG0y//uFxYKNXQ7z0g1UgBJvjWuL54kyBZRFgcVnwlP+YPn0dSHy6bC/rtjwvzbTuuP+FYKBB/oHR4fgipRMFcyrDWXPmlAHj4fLcceZRBV/lDsPedW6AnkO+LY5W3gu9JGxou9M7ELqcyeRpsfpRy14M+c94sjCjICOiVL8FGGPtou/icUGyQQQA+5DqgFBfUm4E7WRdBGwhK3V8fp4+zxhPwjFLQntyJKJbkwAzEMLsItLzcuOxs2BSKnFo4MhPc+53HiieSJ3rfgHOXZ4YvUksryv7GzIau6nw2a/aRsu3zXCf9oKuE5Rz6sTolPIDkzJZgdXg5hBYYHaAd///nxlOFs2IPT8cWMv+LPveXk7/0BoxvxJ80nnC6LMyIw0ytfKVgs7iuiJY4YvxGcBwP2P+xn6AXkxtx43kTflNivzmvHDr9itGqs8Z0moPirqMMo48UNazBFO3tKZFV4TvMzJSPmEbcElPx1/OP57POe6RDgits502vGbcQi2cToLPZlCDYltywpMJs4jDlpMvgnRia2JX8hDhWyDAMK8v8H8nrqW+hq4vbZrtqQ2HHRhch/xIu8B7YqqmOiK6lztxfTyPR+IbM0yUHAVr1XrkP5LIAb8wSh99zwivAB7yDpZOJl4HTf+tTKzY/W2+P77Kr8+RTaJ0cvije6PQY7jTJpJ5IfBhoJDk4EPAOH/c30RPHA7vXsm+Gq3ArattCJxrXC+b1kuNyz9KgGr/G3Iszc5tMOJCrBNdNIwVYhTPo1Dyf9Dub8YfDc6kvmCOOj3JLdpeD+3eXTtNqt6rzx4Pc2DiokmyXnMls8xDxqNBwr5yGwHF8OxP9k/UT4C/RP7rfuqvIn6DbgDeCA1SnGkcDOuCO1ybFxpf+s17mfzUXmcg0UK9M0YEX3VD9NpjciKBAQUv+p8lfmPOMF4XrY2tjt3dPe2Nc53E3ss/et+mEOhiTQJYcyTjvwOrQ0piueH+YZwQzy+0r3WPTJ71Hra+yd8jTsBOVS4t7aYspcwnG5d7LLssamc6l4uPXRBOcEDvUoiDYPRbBQ00k0OOQloQ0T/orwFuh64W/entj42fjcXt/q2mTjru4D+jL+YRM4ImsmAjKNOIg5OTFMKwoe0hdUBoT6gPPS7yPsYOlx7WvyRO0D6BXlb9qPzNrC/LlmtZqxBabtqwa899HB6k4PAir+Nu9F309GSE81TCLSC4P6qu4O4yzfzNwN2ZHZRODY4brfkujZ8+P7hQGRFfwfUSfxMUw3kjXRMZsoDxxqFakDdvhJ8mrugesV6jntnPKQ7W/owOLd1y/KOMHktHyyaK1vot+tir6N2uX0ABubLoE+1E5eUrZF6jCcH2gDH/Wo6I7fzNpf2GHW69oN433i2+NH7Rr5Q//XCLUaMSEyKlk0yjY0NQwxISSkGLwOK/5k9dvtZ+qS6hzrSfGS84juF+oz4sfUDsknvm2wibAvp/6jkLDzxl3jQAL7IvczuUeLU8dOIj9BL1cWRvzJ8Mvkc9zs2AfVt9c/4HfjsOKF6kz0tPwcAuUQQR0AJLkuxjYzNzw1oS1rH9UW4QVm+HDuLepU57vp2u3F9Aj0R/FC7OTfLNL1w2m4v69RrT6g6qf4uCjTlu6DEd0sNDzwTedR+kqrOOwl9Al4+Fzs9+AE2jrYU9dj27viVeSJ517w9PhD/uYIaxdLIPEndjMYN2I3DTQkKHwbQhDy/6Dzc+wG6LDn+Ok+8PH0GPS67ynopdpxztjCeLQFsFSnwaTNrVvCPt8s/hgf7jEMRpZS5lM6QucwFhsbAXfxZ+Nd3MDXVNf715jisuau6Qbxgve//doFRBEEGZgi0CwkNMs18zRjLuEjqRfNBhX5RvBH6fXl0+bO7AL09vVX9Frv1+QL1r/KCLtDsWyoAKCjpku2INPc7wUV6y4YQXZTvllxTf038iRaCZn2D+b62YLYE9hA17nfyeiU7Bvymfe8+/UElQ2ZE+8beyjQMVw0NDedNDQrAB7MDbD+S/Ns6VzkvORL6lHxCved9/fzlup63u7QL8BKs9ipTqD0oSyuQ8iJ6JEKYylgPs1Th1zcVII/LyzHEtz5eefH2jTYSNa41tHdEerA7vXzPPhE/uQDUAtjEKQZliXMLRI2jzeWN9cvjCR/EvsD1/V26+PlzOEC57jv8/WE+A72Ge4m5VvWrcUst22tE6EooP+qnMNF4fwAVCeCPEtQKl7nWG5EeTGvF/r7xOui2hvVEtZT2GjelOiY8Jj4+/xK/nsEjAtDD40VNR85Kl80nzZsOHg0TCvxGUQKqvq57pLlHN9W45XqX/Np90P5GvNQ7DLebs+avv6wcqS9nMWjcrjN2Wv3kh0XOUxRlWB9YI1OpDieH8D/LuyA2h3TWdDX1PLc++rx82H7eQGFA+oG9wpBDpYRWBy/JLsw+TV4Ofw33C+RIWsQXwER8b3nw99o4dLoz/Du9nD4J/b/74nkqtEWwTS0X6WbmwChXrWO00rzKxqrOhtQp2L2ZP5UkT6PJNECCuxn2/TOdM5r0u/aZeg29fj+kQWOB1oJoA4uD00RlhnsIWYtDTS8N9M4+jN1JK0UcQaB9pzq1uHW4P/m4O6x9Qz5hfdH8j7n/Nb6x+S4mqcBni6gObMNzrHsIROENf9MqGBdaAdajkRBKg0KRfGH3jfPAMvqz1HZE+ZP9DgAywjaCvoNABJWEX0RcBaFHgUo5zBjNO43YDUwKa8bAg46/ajtyORj4VflieqC8HP1QfU98ibpcNxhzN+9IqwIoNygz7COyUjnAA9FMD5Mq2KAa3te00wJMUIPw/Rm3iHN/sZEy43TU+SU858CKgzoEXEVexhxFOYSLhahGvkjfiplMHE1pjV3Kjkh7xPUAjjzaueG4hzkPOc5663wofA58Gnovd420XjC37CIpzCn7LK4yw/nEA5+LRdKl2DNaylgb03fNOoSAvgg3Y/MecVIyPvPR+CT80EECA8wFL8bRx+oGckWRRi2GnYjnyfIK58zzDM9KlkidBYFBkL4vOhv4/jjxeRx6OPrBO7m7YLoP95O1jPGbbXPqvupGLiSzLbm3wpPLpFG3GAmazhh3lBaNnQVafqE4LrJEcTGxXHOmN458n4FyhJ3GVchZCSeHTMaDhh0GR8goCIEJ7UwaTD3KNgj2BjgCXX6M+wo54HmeeTL5trqC+077Onkn97x1ZnGCLbgrQqvwbtAz3LmaA3aLBVGpl3aZ9lgeVBCN78WqP4W4gTNhMUUx2nPRN578joFfRMnHDEm3SVyICYe0xp7Gpcdsh4mJAUseir0JngkvRqmDMn+s/Ii7cznNuPR49flkObT41TeiNrY0zzFvbZMsve3ycQg1fnw0BPZLl1I3l6KZbhdYk5wM84Xmf5D4mbN+8YAyN/OBuDx8y0FLhOWIeIoOCgxJkEhRB3KHeMd+RwmJF8n8iTFJEEihhg1CxD/ofSI7nfo/eOA4aninOIL32TbLtedzuzASLnqt5PAsczs36n8ERpWNMJMiF1bXf9XYUY3LW4UAvoV4KbR/8t0yrvWqeaM9vYGNheqI4Qobyi7JakjfCATH1kdRh+kI14i3SGGIhcd/RFTCCf+nvbR773ox+R05AXilt7i217X+9BCxpa9KLrYvUbGb9Yk7eUIKSPWOoxQTlm2V55OzzxDJZANkfTR4ILWGtA207jgJu4Q/JwLPhp9I+Ym/SWPJFAkAiE+HvgeIyIxIt8g8iDsH/8YEQ6NBEX9u/aG7gbnx+QX5LLfsNpF10LT/8pbv6O4DrwYxAzOy+B3+4wWWS+ZRANTFllnVa5FtDKVHkAGDu+v3wzX19Xa3OflLPNWA7IRUBv5ITwlcSTHIxAimh9kH0ohXiEkISoi5CE+HRoVJQwsBG79A/XO61rmfOPG3RTYzNOoz2nJdL+at4i6CcQ8zc7crPU4EFIn0jyHTOxURFUiSg05DynvFNT82+um4Rbdnt8P5eLsKfsOCQYRShiPHosgJSEFIfIfQSFrIrwhrSFgI2ojhB/hF6QQfQomA+/5vfAD6vnk6d6X16fS9Mwhx1y9hreEudPAdctr2c/v6AjtIfI0fEWeUMdSpUxZPzIw9h4mCyH5Te3v5/XmvOhC7S73EwM0CaIPHxWJGGkbLBz7G+AevCG6ID0i0yPeI0MhpBr2E8kOzgem/sX24e6C6J3hAtpZ05rMQ8QAu+m1ELZyvBLHLNaZ6vUCJBr9LiNAFkucTkhLMkJkNaUmihUoBoP6BPQK8f7wbvP/+RIB4gVACgEOWBAEE6wUqhU4Gb8bOR0EIOMiaiN2IWAcNRehEmMLHQNP+6LzjOxz5JrcqtXszVDDe7pztsG3PL59xinVD+rp/rkSMyZhNbk/Q0RVQWE8gzW8KNAbxRHuCcUEegD2/bgAXgS4BE4GPAhtCdsKsAqPC3EPchH6EtIWHhqnHKEd+hoJGUMXsxF9CzkF0f1J9wjwdud84HXYbs4GxQe+I7z/v6vFBM9i3jPvPACnEF4eTiozMkAzYjKdMFQrOCSfHcsYTBZjEy0QfhAnEeMP0Q1+C3gKOgrpB64GFAi5CD0KlQw+DqAQIhL+EJ8QhBAgDiILSAcVAuz9E/mH8jTsIOXT3J3UGs7UyyfOPdIB2bvil+1N+XIEpw3lFUUbsBxbHbEd1xxCG3wZfBhJGaUZ3Rl7G98bDxotFzwUORIVEDQMcwm9CCwIuQj9CacK1wvPDL8MYw2dDbgLUQlrBwwFhQLA/iP64vWT8WjsO+Yh4P7bJ9t63P/fG+W96r3w4/ZD/egDewjaCV4K1wueDfoOUg+jD0URoRPcFXAYkxp6GqgYsxbHFagUWRIyD+0NoQ69D5sQwxB1ECMQxg8YD0cOsQxFCoEI/AduBzAGvQNhAN39cvtU+GHzPO2958vkKeVN5wnqFuxS75ryMfXY9wX7gfsY+iP6HPxv/mcAEwJnA+sGDAuYDkwR6RMeFP8SoBKeEnQS3BGyELIQ6RIqFb4VOhWaFH4TnhKpEewQFRAdD9IN9Q0dD4wORww4CrIHWwXNAof/XPsQ9snxR+5W7VTv9PFL8gfzv/Pq8bLwMvFQ73/rdekY6vXsFvEL9BD2dfkj/R4APQSLCZAKIwnmCakN3w9xERIUbxZcGYcbDB1/HqYeNxy9GsAbZRwbHIMbwhtKHBEbXRmGF8oUShFNDIMHZgQ/AID7rPb08LvqUOcH6HLriOw96o/oL+aI4xziA+A43Ljaftuw3onjxOeI6lzuY/Mc9zH7RABYBrMJjwstDVUQ0xTBGFMdTCAFIbMhZyXOJ9km/SPRIUMiyiPIIxIi5SBVHywcMhoRGH0SUAzYB/4DvP87+o7y7et25SngFeDi4/Dl4eS24jLfGNyM2uzYQ9Y41LXUrtfn3QzktucX6/rvv/QS+eX9XQIDCGgMOg7VDxcV+xiOG8wgtCNuI4EknSdMKJ0mwSMDImwjwyRuI4MhGCGRHtEZbhcgFCEN6Qb5AhX/nvnY8ejqWuXV3l/amdzN4JHhDOD/3bfaN9ec1Z3Tf9Ge0K7RF9aR3UDjNOZv6jvwqPSj+JX8QgJECMMLnQ3FEO0VwxjTHMMhFiQLJDclRCf4J8AlxCFgIZAjaCPdIUkhGSH1HW0ZCxZoEe8K7QRNAH78Z/c77+7oL+N23RTaKtyY3wThWt8f3BXZE9YU1OXR4c/Dz2bSH9d33XDi6+b96jTwU/Qs+Xf9HgPfCb4NUw/sEREXdxreHhwjfySIJZAoSypTKdImbiRUI5Qlhya7JBIjqiJvIBgdjhksE/8MFwhvA8X+nPlA8tbrpOWq357byNzT383hbuHm3sjaXNeP1knUjdGK0B/TYtf53S3jBOf/6tLvmvQx+UL+cQHRB6QPRRRKE54VABx2HnoiYSeyKCEo1yn8KvkqaCmAJUolOyhnKIYlvyMWJBMg4xprFxcS3Qv7BrACi/2y98vusOgI5FzeZduA3RjhaeJl4crddtng1krVfdM80rHSG9UQ2k7h9OWm6ertK/Ns96z8qwBbBsoNJBJnEm0UMxrRHLQh6CZUKDQo/Sr3LJksLSqjJhglridMKU8nKiX8JEIibR4UHEIW6w+qCrEF8wAc/G/0Uu4M6fjhwtsB3O/gV+N14hTgntwn2L3WHNZM0zfRI9JB1hjdIuMF5gfpr+509Lv4of1PAhMILw5fEs8SkBUUG4AdACIUJ1oo6SgVLM8sVytCKQcm/SXlKJ0ooiWaJF8lnSJxHiMbmhUiEAoLXwUqAM37cfQE7sPpAuN53FXbV9+E4iLia9/H3I/Za9er1QDTONFq0gPWGdtL4QPlqeiT7cTzBvi1/NUANQaNDWYS3RJWE94Zbx1KIK0l2Sj5KE0r6CwdLEUqtibdJHQn7yjgJjok6CRGJKgfSRyVF9sRNgwIByYBif319jrwAuuB5Q7fZtt33VvheOHU3tLdOtvM1wrVm9Po0JbRP9QY2Rfer+L95dHqbfFG9tH5Qv6MA4gJPRB9EzQTuhVNHIUedyKLJwoqYSrzK94r/irlKJ8l/iXeJ5MnYCXtJNglviIcHbwZihUsEG4KjgSS/xP7uvN+7n7qBOT73LjaUt314MjgsN7H3DbZvdUe1JbS59DL0R/U0tiJ3hvj6+bX6+Xw0PWW+s//9gNiCqQQPxPkEgIXCR2cHu4iiycFKZ4q6iwaLKQqWSgnJVklFijDJz0l+yPPJNYhfR0AGn0UzA50CcAD2f5f+nvzwu3V6Qfkz9wi2sbc6N/z33feE9xX2APVttM00qLQANF00yzY591Y4r3lDeuq8IT1avpV/7sDZAdEDtcTtRWDFqAa2B/vIRUmfCl5Kq0qmSufKgYp9yYRJQ4mWCePJqgkoCNcI0Qf7hmDFqwQPgrqBMb/8fqF9j3wz+qn5lfgTtsQ2tXc895P3jndG9oo1uXTQNPg0BfQ29H51LfZGt+O48jnMO1a8l/3j/zIAeEEuQmEELkUtxX9F34d7CC4Ix4orSroKj0r4yrvKZgoCyY3JeomZCciJvgjpyNIIhQdxBiMFJgO6QisAxz+K/q99Drv1OoI5s7fLNq22G/bv9283CDbv9iH1czSLdJC0ZTQ99Bg1KrZQt/A49nnMe3u8l34J/25Ap8GTwuEEG4TDhQvGNsdlyCmJNgojCrdKuorwisaKicngSQdJRMnUSdJJYYjlyPJINMctxmQFB0OkQjBA8L+PPo09L/v5Osd6IniZNxf2RXab9vk2i7bl9mk1o7T2dJG0nzRqNHX07zXrNyd4UnmDOws8l73yvtuAW8FjAhKDnYTThXHFkYbWyAKI9MmJioAKwsrlCudKhYp+iagJD0ljCZWJrckDSNHIqMeXRreFqERzwpLBQEAYftT92zyZ+4a6VXkn91Y2GbTpdMt1mfWs9bq1T3U09K70gHRfdFe0v7UStr44O/mgu2b9G77DQMoC9kSJxm4HkUlaCmgKr4r4SyOLPQqBCulKUImoyIDIKUdVxrrFogUQxXtFnYVPBT+E5IUJBIvD8MMsAfq/4r3IfBu6bnhONh3z9DF8LzgtS+1G7tnxBHP2NtQ6K3xJfpaAaMGHQn8CR0LwAtnDFsMfQwSDVcO4Q/NEYkUxRTFE54SmxEnEHkQjBFQEnAT6BXMGUYcFR0wHd8cxRteGkEYaRb5FIgR8w0VDGIKEwdpAqb8vvb07zbne9/S2ODS78wkx1vBybwuume9O8df1I3kd/a0B6cUAR0fIcwhbR12FZIN/AYRAW38lfrM/LYApAKFBpYMuhHFFb8Y/BnaGmcamxliG9UcnRzVG1UbzxoEGboUWRApDY8IFQXiA00DOAPjAQkAJ//Z/Hn2au+06ADjQN141kjRmctpxC69jrtDwrPPEd/B8UYIJBs8JIom+SUsIb4U6wMw+fzyhe6S7MjxMvwDB+8NcRULHzQjUyNMIEAdlhn1E4APVhDHETgR2hIbFQwWRxRBEOMNDAxUCHEGvQdICUwJPQdDBS0Eff7b9NLsW+ZS4EnaEdUU1EnS7spTwyfBQca1z9Tb6e6rB+IatCVjKbwoaSPbFJUA0vKI6+vl8eUX7fH7dwsJFpQdKSfUKMkjMR21FAEO1AfnA9IFfAzVD10V2RoUHQkcBhcFEgIOKQkABecFIAiLCX8JYwd2Bb8BIfmS7+Pn5OGz3TjaEtmE2VvW6c5QxaHA+8SP0P3cWPEaDmQjgywXLt4sOyGsDJv1Xef74AHfL+R878UDHhaGIX4m8Cm1JmIb0xAMCC0DfgCOAzsJShH7FyQcoR6DGzQXIxHBDHsIBAZHBvQJag28DVwNeQmmBF792vWd7TDnqeNU407kT+MI4zjflthfyrO8xLb/vY7MT9+a/hEfjDZmOu82EiyjFl35ZeFV1pfSZNrZ6ggBnhYXJ7osQSvKImcWOQlT/3j7i/wLBBIPWRihHCkfiR6DGAAQNQnUBg0HcwgYDHcR/BWaFXgS3AuTAzb7+fNZ8J3s5OnQ6gLtDOwF6MfiUdsT0WDBxLIlsAC7idHs6SsJbiujPy8/7zFHILwGUewg1mnPcNb/5Kb4vwwDHMgk2CWkHToTugfpAagAHgLuB7ERoRlkG6IY1RGUDeMIGgZWB68LaBOBGUgcCBqcFTANjQQC/AH2t/WY+Jn9cADC/zv73/VR7W7iCNiLzovJl8XavTu5rb24zu3jPPcgEA0qBjgKMTYjxRM9AUrtf92x2gHhJ+6i+x4IuxEMF60XlxUyEUELZAq4DPwMTAytD4kSSBAHCmIEEwbOCUgOrhKZGAwezx29GU8SMQssAbL7wfk7+gP+JANNB+QFawAo+J/uYONs2cXSrc+xy4DLE8YOwLC/O8ok35LxNAz7Ju44vDTyJ1cZWgLT6/3YgNUZ22/offgoCDoSVBYfFwQTIxH5DMUMIA2YD/QPEg5mDjILKgWP/Tz+mwK2DokYlx5fIzYiWR2AEWkGbf6L+qL4hvoQANEFTQtjCTMCxflI73bmjdwd2DnU+dLyzyrNlMW6u6W8EsvH4zn1HxQ4M3M92TA2JE8SyPig4hfVrdaY3+Tv9v8+DSYRqhBqDREKEgYSCPcQhBkBGGAV3RXfDZABc/kT9gv4sQBgDbUeBikFKtgjyBoDDcn9yPUY+Kb8TP+HBWgMcA3SBrX9QPRE6jzg/tsA2ijaO9ZJ1IDR6cL3tpO2lscf33P1kBczOX9FyjhAIdULjvLe26zOj9RV42D0WgWTDsYQrgphBtsDVwBHA94RhiLTIz0b3hKEC179Zey46xf0JQKvESwi/yshL0Engxh5Cff4gPX6+KH/0APfCN8LRQ0wBPT4G/Sk7UPl0d9C3gHeGNwm0ojNjsIltaCwNL9M2fj1dxKeM1lG6DtVJXMNlPVc3IHUdNe55D/ymQEXCiMJAQRr/qT+8wFMB1cRgSFuK98k+hRwByL5He4K52bvG//QED4fWCmtKssjkBo6DT8C6PhH+9AEmwnmB1YHEgXU/8j42fK38zDxX+x257risuAK2GPNX8TfvICy0bL4xZ3jK/y+Fe01qj71Mb4aBwr79XHi1NoJ4R/s3vQF/Ib+mP88/NT63f+zCZ4PoBgeIcQjxR15EDMCtvZE8YPwd/ZNBD8S6Rs9IdEhlBs1FgcQdwljA5v/DAW8B7UEzQGE/t/6Vvpo95H3BvdW8GnngeEz16rQssmUxwbF7rYyt2jEEOAs+EAUdDDBPrA1xhu1Co/3K+QS3Y7kwOlb8JX4QP7L/B/5kPnr/7EIBBI0HFAfwiCIGPAQsAX5+UjyovRD+uD91gvaFrkdLh1EGuIVEhSHEBkLiAiSAxsFeAID/+r95PuF+5b8yfqn9nHz0OfO3g/WvtE4z2rMmca0vAy3YL5n07rrCQcKJ806+jd8JssRMwHY64/h8+HW6TXwu/js+Y73C/WW9GH68wMgELMZwCLHH64dsRM4C7H9RfV79eH3Bv57B7ASQRUsGHkUWhNrFF4WKRSRD9kKQAcWAz/9ZPpN+DP5FftR+gf6i/fC7NPgSdja04zSWdC5zmDFD7pGuF/Ew91S+MYXRTDWPJkxTRraB5/2JefB4Uvq8vGs9vv4D/fK8N7sWfNf/tgMuhlpJd0rrCNyE3AA2fxU9BPyBvtuBrcKIg7yDpQLOg/UDhsWZxudHigciBRhCl3/QfTV8LL1q/nj/7kDRf/A+SPt6OFa2M7XndgQ2C7Wr8+NwEiuHbQWxiHqwgMzKL9BWjynJFAL//8b7kzo1usV+Vr6wPmg9brq7+QQ5t/yAQN9FnEjjSr0IdARJQnTBNgEIQLEBasI1QVqA0UErgP0BWMNbhIeG0QgJSG4GdcOGwQO/ab7Gf0NAOz+3fx4903yiO4D58jhs97j3sna59TXzq/D77Tqq1C54Nl6/ywdSDquP50saRB3Ab/2ge4/9fz7rf059a3wJeWs33ThO+6NAMoV9iQTKEkjxhESCUIGJwu1CRsNkQ6aBKf8HfkK/FgAhQulEyMcsSFpItcaaA8BB5IAjgHLA+gE+QL//av1/u1x7LnpoOYg5eni7d7G2VbWps06vTKu369vxZ3rSgnFJzw9ZDUfGx0E0v2H+HD84AHVBET9fvTA5r3ZvdoW5ZL56QpLHMIkXyLfFMIHoQfGDQQUThN+FqgNDf+y9TP08fnmApAOkReHIWsgOxw6Ea8MvwlnCCANGAwyCbH+hfP96q7pmeox7K3rKedS4jPbv9PKzeXCMrqJsuW2ttPV9n4WEi1IOIYsVBThBH0AVAFsBWkFLf8k9qfnkdtk2tbgJe/4/68RShxoILAepBLxCmII5RHrFqQXbhP9CA/9ffOz8ij7+wlKExsbRRuPGOYUaBAPDkUMjA7yDiQN1ASp+b3vw+oW6qvoA+3V6cXmndrv05rOxMuQxAe2erUHwRrmcQQbJHk0qTNMHhEIQQN2BBUO3AsxB/f4je0Y3gfX9Ny65+n2kgSSFf0bWRkgEBEOWQ/+FbEdzCEhHWEMSv5g86r1YvxJBREODhUbFRkQ5g3IDnQR6BLsFlUYxhMDCOr6RfHa7VXtmu4J7QjqyuJP2ezSms52zNzGsrxYsiC5GNYs+/Ub0TNpOPIo6RFTBEsFiA/7E2UOCwLe8HrfAdX81mbgo/AfACMNdxarFaASLg+FEaYW1x8SKT4kQhfZAvr3CvT495AApgtkEosRwQvIB0ALzA+cFlsb0xxNF/oNsv4W9T3v5O5Y8M7uQejv39zYS9Ro0U/LNsV/unmwVbEwzvv5wSC1NAo0wSWaEQsH1Ao8F8cfwxroB1Pwed6I1bXWh9/O7Bv8fwc/DZQKPgePB5sPaxxkKEkwLiz1HE0IrfxC/BYDwwncDQIOJgcDAN79WAQVDgIXQRznHN4WBQxdAEL5BPeF9hr17O+G6efeF9Y20OXOYMsCw6m2g6ymspHN0/giHyM1FzSjIxARugoWFEUiwyqPI1cOkfKH3m7XTNmX4eTsfPnl/p4BZwKdAWMAtAXNGKUrhDRPLfchhxNQCO0CKQgxEwgYphECAkD5QfmPAGQG4w5kF5kZBxKuBqv/zPxl/H/7Hfkz9NfrQuGw1pPRRtA+zYTDYbUQrTWz486O9u4bsyvTJYcUygqvDtMc+yxoNRQvIBfw+6vpW+a06NTscvAg9cb4+Pml9rTwuO/E+tUOrCBUKYwpQiOhFwYOTg5mGnkm4iZ4GaUJHQDp/Tr+GAInCooQDg4EBFr71ffH9hX1AfS689vyj+3e4zTaUNbF1dnS+8n5vru7Msgs4xb/7w/TEssMjQQoAk0Ljhy8K0YvTCVGFKMGUgGQ/7T8U/uL/qEC2wAd+s3zfPC58AD2nQGNDgsW+BQjD+UK8AvgEoEbLCJfI70edha8DvcKvQotDZoP4w9LC9MCHfpK89nuZew07KfsRuv45l7hb9zT2R3ZJNf00anOFdX05AP2kgDMA4oAmvr497D8Xwf6EtQahxpoFMcO6w0wDt0L1Ql2C80PmBHoDgoIAAHJ/ND7lv2fAT0HIAmEBToARv9SAnkGfgpeDggSBhT6Ex4RQg7iDUIQmBHDEG8OMQqFA+771fZI9I7zNfKS71rs5+kz5gDh39rB1vXWLNtR5MXuyfWX9UHxvOx67K7xmPrsAw8KnQytDKoMewzvDK8NJxB9FHIZFhyRGqUV7Q7GCUAHPAiGCjwMDwuwBisBzP0c/vb/nQJ6BXsI2wlzCdoHfQaxBoQIaAs/DRINMwpLBbH/y/sj+sH5lflF+ML1cfHb673l1OAd4F3kxers7qbwy+/Q65XneOfB7Cn0ZPsJATIE6AQXBWcFkQX6Bm8LrBF4Fs8YnxijFSQRoA4kDysRNxJpEUUOvAn7BRMEbgOvA2IFQwdzCDQIegf5BeMDtwP7BaoI/glqCZMGhQJz/wv+A/3k+336yvmx937ya+wX5x/kKOWt6abtEe+u7RrqAOY35Qbp7u5p9XD70P+WAaMCwAOYBJIFVwnDD8AVURmfGRIXzRJiEB8RpxNpFUgV7BIYDtkILwX4A8sDuwQHBzMJcwlaB3cEtwJ4AwcGKwmDClAJqgZCAuz9E/yY+5/6Z/lF+Hf1WvAw6d/i7OD74yTp9Oyz7T7rkudn5OLkvOlE8UX4of05ARcD5QTnBUoGgAhwDkIWLhzXHYsbIBetE0YTTBUlF0kXGhWQEHkLFAiZBs8EYgMUBCQGfAcRB9kEEgK6Ac4EMgk4C4gKzAfvAjz+/vra+Pn2OvbW9Hzxw+qk4U7aWNhN3XrlmezY7Sfqe+QJ4q3lhu5V+aYBlwZ6CKAKMAyyDEwNchFfGWAgMiT3IngdAhW2D00QLhSzFiYV+hAHCjIEuwCQAOgB4AN9BdAF3AU8BHACmAH+BKUKGQ7ODcwJSQPf+vP1sfTb9MDyhe1W5nDbf9HczG/TRN8461DwsO2N5yrk4+nJ86UARQu3EzQW7BSDEoURJhQVG68jzygLKIwgXxNgCNMGOA1yE4ITHw62Apf5wvZt/eUDpAdOBxYGUAUJBVMHtwmbEBYWPhlvFPYMXQP++vj2sfUu9E7qRt0ZzMm8rrLKtr7FY9ac5Dnq1eYS4KLo4v8VGggsHjPCLiUl8SHmJk4ufTJFL4IkthaGC+oAWvkQ+qH+JP769DbtKehq64H17ATMDiIPyQvBCVIQBxuCJjcoICSkHRYY7RLcDHQHrv228yrp+t9D0pHCybNCqLGmq7D8wyHRVtwA5sbuSvUYBlcgejONPK8+/T4mOPo0tjTVMyoteyN1Fa8D9fb88Mfux+tR67noLePi4cDqgviMBfsPtBSFFbAYZCGIKuAuci7DKOsfKBhyE8MLrwDk9EbpYt3t0RPHybh4qJ6ct5+2sEvIk9zm6InuuvOlAX0aZjUGR/NLA0flPS04LTczNlww1CRmFXkCLvKc6CrnFOhh6KHkU9/M3s3mkvYbBw4VJhvaGxsdYiXxL7g0OTKDKskg3RayDr8GIP0m8ejjr9bIyrm+/7BHoFaYyJ+4tzTQwuLj7af0Uf0QDb4qjEOgUmtOPEaqPBM6ZTmXM7ApERkwCIryqOe146flcuPM4JHe5t1X42nxlgQDFPIcgR9mITIndDFSN/o14ixJJHIYJA8aBs/8t++p4DLULMiPvc2vMaAaleyb7LbA0aHk8+/g9zkA7Q+AL0FJRVZDUFRIYz2zORk6WzPBJqgThQKa7M/ieeF95C7htt3R3ObbxuR29ksL2xeDH+0ikiVDLCE1TjkTNPoqWSDEEysJTgGS9V/nntgRzkO/pLENoiCVPpZ5qrLLNuCD8O/zsvurCEgpWkh8VwVYKkukQB02VDzNN7IuOhjSArXrn9824o3jduOv3LbbgdfS4PHz7wq0Gf4eLyHTIrwsrDXwOcc1tCu1HnAPcQdc/pHzYOJu1L/IFrywr22brY+nls+3cNcD6SfxD/Vc/8ERnDY6UzBepFIcQrk5BTtVQFE27iXPC8z2w+MU4SXlRuZ94fHZ9tcJ2rzrnAAiFPwaXx4SIMkmXjAdNwQ4VC6HIl4S1gkE/8309eX+2OjNY71TrBOWSY4jmve729nP6PTtZ/DT++wVFjw4V0NbNk9RQEU6lT5rQu05hiTrCZHxYOSK5Fzp++ZF39nXU9Xo2+TuCQWOE7gYIxqhHjUo1zEUN4AzGyphHF8NPALd9+vvcuJu1CrDJLKlnTWOAJnzt27Y1uP05nXqg/cYEKoxe1AxWjhQVj35N2tArEdBP5UoHg6P9grqhugp7ULsw+L71xDT1twg740DJQ4AEwAVgxpBJNorVzLWLsIoFhhUCwn/Dfjj7nDiwdSuweuuxJWFkaem+sz04rbmN+T85yT8Yxy6PyJUr1SuQtQytDfeRvpKJDk8HNABzfIl77rwkfL37I7hANUw18XmePzzCH8Muw2WEvYaMyL7KvsrOChCF6UGf/3V+MnzpOXz1mPB/qmllGyZvrp62+rpquJs3kTnyARTKAxFAVFrSKQ17y+9PXpLwka0LFQRv/1P+Ev2rvep9JHsNd/X1xvg1vE3Az4IagjsCeARtRY7H+UiByQLGQsHg/sL9CPyM+aw2yHD7qzOnPqoacia4oLtTeNa4g/qngriKRRGd0i8O3gvqS5SPIVCqz5HJYgP8/27+tD62/zN+FXt4+IU3yHqVflcBuEHnAXNB4gMGhWMGvQc0xazB5n96vWe84HoUN8Mzhm5OKhyqjnFpd9j71Lq6uZ/6pcBHB5BO8ZF0D3mLUEmgTOmP/k+jSaVEXcBNf3K/Bj/yP6v9CzpmeIU7Db7FwWOBTUEfwmxC0wPjxIGGNgT5gMD9zDtZu6d5k7fEMnTtJqnd7Sl0/XtaPY46Y7lYu/+D28sdEJBQDA0oya5KC03Lz7oM/oaqgmP/yP/sP7hACX9YPPk6PLnavT5AVQI9AV7Bv4GHwm5DDQPuBEzBo/5nuul6Lrla9+V0Ku3V6/it6zWWOxL9r7uUug18+MLxis6PK5AUzC5JaQm1zXXOzwu8xmwB3cEMwBOAkIAPv9Q9aXrjuwl+HAFAQcbBLgDdwUPCEoHowvjCpD/BfO+5qvoDeHu3JLERrW0tKzMm+hv8NbzdOkC8VX+JB+lMlI7djISJDgltC4rPIowQSCDDfEHPwTnArsE+AAE/ZDwhu/08xwBRgeRBeIEKAMUBqUBuwXQBQkCivXd5jzj2OEK4RrLv7lEt+nMJeOz8KH1aPFw8TH62xXMLrs8OzP9JBkiSS2kNa8x6iIvEpEGywIbBP4GWwWV/ZjzFvBi90QBvAfRBFcDGgHFA4H/XQJoAIf6bO+u5Lvi/uBB3B/FJ7e7vRrYu+wp9rf1UvDm8RwEbyDXNmU6tSzyHWUhby9aNwIuzxoIC8YCzgM0BXkJ4QR9/sjx1vJ5+jIHjAkXBikCMABsAG/6J/6c+an3i+UJ4SvdM9xkz/q9/L+/zPLnlfAO+Vz1h/bA/y0U2y3jNiMzySIBIhQohjGWLlUgbRDrBEwFaAXhCd4ERwKv9472mPnDAj8HBwY3Apz+uf9F+tz5qfJu8knovuPM3GHan8uZvGq9oNFx7ML43/kE8YnynQBoHKIwMDqwLxIi2Bl6JLkzkjV4I8AJTv8OAZQJJwsoC7wDqvh+8SL3YAYiDksJw/0/+jn5Xfnx827xM+7h4yjcatb10g7G+L+4yKPetPSt+6X3/vGc+4gSZyjPNucyDyenHVkgnCyyMyYspxMRAvD+/gfMC9EKNwao/jD3HPYRANAJfw3xAgP8w/XI98vyu/D67VTnRN1W00vR2Md4xJHF/tu/7df7HPid9oz5JQx6JWAzBjb8Jx4iDhyIKegw7i+9GWgFx/40BBUMCgzsCXMAavrV9fn9ogfODVoF3fqk85PzrfCH7ifpAeR+3WLW0c2ywtHCXcpF4RDzkv9a+N/yFPobEtgr0TefM88jyhyZHaoq4zEwLNsVoAFY/bwEgw0WDrwKwgC7+Ez3bwDqCxAOfAWf+Zfz2+427vPqLuq14n7YlNNmyz7GXr/szpzid/cy/U/4ufhr/q0WQynbOWMxASXhGwAitC94Mcklbw7jAjIAyQhqCyoNvQYk/iz4n/qgAz8JPglOAK36e/Ku76jq9ehP5rPgq9mS0KrJQMNBxZfUYuvY/En9hfba93YFzh+NMWQ4xSqTINMbTyQNMY4wGiGdB7j/kwH9CwgOZA4kBe/7ifc1/TQI+wwOCfb8+fWP7dPteudC5n7kxt6g1X3IzcSBv87L1N5i+Nn/vvbU8/P7GRY3KY838DHOJj0d7h2YKs82vC+KEwr/kf71CJYNyw/TC8YAJ/Os9egCVA8KDUH/VPTt8fHuoeo95OXkCeK/2APNHsQ/w0fFVttg7nf/ivmp9NH3swmEJPIyhzT5JoUhvB5KKs4y/i7ZGtwH6wG2BaEMiQ42DBMBofp4+SwBzwYcCasDW/ti9RvuVevp4hDkld5p3DPSR8pPw3W/V9FB5d77efvH+oP3sQFNF4YsYjcGMDYkHB7WHtwtSDeWKG8Pi/6MBN4IZxFBEKkKtPpP9Df8yAYbDk0FWfqN8hDyMOw65VLhueF23Q3VCcySxGfAQcs94vT0ZPyj9gH49f1WE+8mejMPMHcl5B/vIhQyXTLTJh4Sggq4BZUJ9w1vEHYItPxz+aD9JwUOBowERP2S+QLy/u1H5snkQuMJ3yDY4M2fx+TAysrC4gv7Cv2C8NvvufrQDhAkjzFyLMYbghrhH6cqBjVQLO0XKAW2B0MMihEmFEAP6gFC9jL8JgVDDBAK9v8A9qjx+u6V7FblveME3yjZX9FIygbJ0sjl15TnO/YT9unyHff7AqcXmyNcKOQkDiPzIt4p3DDGK8YduBI2D4cPuQ+dDf4JqATDAQAA7QB1AuQDOQLF/R35EPFW6VrjTeNd5P/eHtta0VLMfsUK0HDhw+wW8cbtUPZ895MOBxt+K+wmRSP9HJ0f4je/NNErQBKJE68KQxAuE5QUJQm2+2T+IALfCewD2AHd+t776/Jm7I/kveLH4D/dRdw11iPN+smhzl7cxelb8/fzvfF79Y0COBklIRwmQyBYHmIeKi0tM9gsGh1ZEoARJRBNFUAQZw3kBKsFrQGmBBMFLAZMAxj8Ovcm7snqFOXw5YXfX9x91s3SOMweyYTRx+Cr7d/xsu9V8cz4oAl2Gj4gRB5AHrwjFCTlNcoyzifXFdAWcxaMEwgW+RAUDXQBRwUhAuQGMAYuBBb+kPli9QHvQufY4jbk5N7M3FzXkNK7yiTNANjp4q/ntekQ8kn1Nf1dCE8XLhtEHcUgbSoMMGotNigQISwfzhgPGeIVCRVaDHkJ0gn3C2kIVQOJA+EDV/9s90Lz5u2/5tLeid8s4ULf+tXf0unOqNCH1SPkeOqZ6+7qUvMlALII5hJoFR4fSCCkLacuQy3cIycguyC0HhEe/xPNEVQNvw/aCs0KMAghBpoCwQFp/hH5UvX/7UDlCd7731zhL+Dt2ALSrM2J0YzZMOIJ5Xvmf+cX9CgB1gn4DeIRhRyXJ2Utmik1Kd0j6yHUHxsgIRzeFRsSqhH/DwwMDQxAC64KrwSR/0P8pPsx+OLwLOWo3uHfteKo48TenNYkzqzPNtiA4YTgCeIL5VzxSfvrBGoOoRF8Gdkgti3eKAYrXiZ1JNMhSiDJHVUW6BWqEVARaAsADcYKCwrpBe0B+Ptn+Sf4B++E5dbeUON25cbjnN6s2FDVkNU83hvhT+AZ3tjhEe64+LoEGQjODXMRNxxiIrcnNSs6JtghXR0CINAdXhy6F4sW+RBXDgsPsQ4VDU8K8gV4/gf6XfXp8X7r+OUF5XHmWuV64HDcttpz3Avd9dtz3Y3cseN555Tyfvng/74ERAjhFdwZHCQKJIAnPiCfHSweRR8IJN8cjBa9DkISlhG5FKUQ/Q0VB9sBfACW/Rz6y/Ee7hTn0uia6DvpEOa543XfIN1S34jgHeCy23HhtuVM68D28P3x/fABnAvxFnweQSPiIZYegBoXHYYiuCHLH88WWxP+E8gVwBR8EVEN3gj8ArgAK//b+ln3jO9a60nngOre69ztROqA4mLgzt/Q5njkueSs4Mjg2eRL71j20vSq/AECMAhvE74dwB2DHnwbUh7NITQkLSD9GoMWWhYdGB0UkxOoDzQMlwfGBV0Bjv/u/Sf68e866J3ryPBo8s7tLehj41Tjg+XV5gbm7OOa5HzoVeoi6OLuWveg/v0DyQE/B+4Qjhx6IJIbmBQDFgId4R5sH8cW0hLIFf8V2RQXEKcLCgurCbIFhAE5/Vn6EfhA81LwIfCE73HvWfC+7C/pZOco6RvrX+q45tXjv+o67sbtye3x8r33Zv4bBg0KdgxUDawUZxdVFVQVsxw1Hq4XOxZaErcTSBVGFT0SiwygB3kF3QZ4B5wC6fhi9o30Z/Vz9C720/Pr72bum+1A8mTuve3269rpdun26tTtYO9n717wxPYz/GL9bv93Bi0LqAx3DXERXhShEiAUFRbZE2kRRxQMFKgRMhB5CuEK4QnuCAUFkwEaAd/8KflJ+fX7Ifio9Xr1VPT08fLyqvRm8cfwAO7e8Yv0CvOi8U7va/N+84n3HPin/Yz6pfpWBLQGdAZmBpsI1gtTEb4MMQzyDG0OUAt/C2oNvA0UCTAE5wdYCIgE6f/dAEgByPzs+kj7DP05+y/6n/j18sz0H/PO8wf4S/dI8X/2gPSp8wH0IPMX+Nn4rvcb93r8pveK/an80QF0CbICZgC2A8oGAggIC0cLYgt8B2cFUgneDq8KpgiPBfIFzwMuABoAEgNJBbb8TP15+F/8G/wM+mj8Lfqk9+T2XfYS9cr8/feh9377ifqP85X4NvqL9yH9kvx6+OP2Wfjo+iH+hvuwAQUEmAHVAUYB5wLvAWYLaAveAH4FRQKQB18J+AhoCfgBDAWIA6oBRgJKA3kCr/ylA1b7jfx6AlX4av8a/zYDjvc0/fX6jPmx/+X2FwLp+9r4Yv34AUv6DAGH/tz6BAIe/k798PsJ/ln9mgMxAIEE7v5P/4IHhwOKBh4EZQQU/4ACPQZiBpkH+gVJAYMBIglUA6MF3gJdALwHTgE6AIMGG/9qADwGA/0K/uT+5/7PBEn8I//a/vr5oQMdAXIE6vv8+i/+AAPBBZcDIQSV+yYDU/7oA5MCvf+xBLX/aP8OBOsElv4tB7ACfP/3DD4GLAIFCU/7TwftCOv+mAv9CED/0f4jC3MEOgYBCNsBxgSo+ioG7AxzAiYCZwvEBe73vQvBAiIPmAIQAQcK+/XLCb4C1wUtBGsKi/9nBI0ByQOBCeoBzwnU/dkIUwOKAx4IiAXd/e8J3gyV+4UG+AbHBC4GYwNqBCIPsgKD93YCZQ10CBIEMAxV+/QGjAxwAj0DDAwm/yoD8wpJ+tQNvAgF9pYCrwzRBuUIpPUi/5UTcwfY/msG/f1EBEYE//6KFVX5Xf1pC2MF+QZoBH4EDP3UCP0DUwHKBsv78QmYBZD/jwCHBFYLxgE4A2r/MgdlBSb+8gM1Dn73/ApDDZLvgxANCXj7AQgBBJn3iRkT9YcCeBAw8sgZ0/5q9ooORgcI/K4RPP+I+KcPkAd9/80HUPkgBwcNHPn9Dfv8tf98DqUAgP7oCgcIuv4aDUQIhf2aA3L8bxLHA3z04wqBCxD1iQt1DHTsUxtTDr33hAA5AjYIRhJl9lIINAgA97IJZw0lB7P+hANd/qUSZvKrD7YHB/xeBBX95wpRAiMElwc5DIH0YwZWBGD8RRN8Au/7WwdU/n8Bgg/o+5MMxA1s4IkaZgO47p8RwQWZ/wcV6O30+84Uauh0IJ//f/qdB6MHePOWCsoSgvhRDI/yzgOlCOMIxwTg/bH75xSkAgP3kwRqAd4LMxCk8gz8IBRJ+ZsHhgCAARQBVQR8+zYIOQZN9KMFfwt8AuMCqgY++IUMAQEwAuoABAllAYkDqgEz/X0Ir/XaGnf2M/XqDCL82AWtBxX6hfqiD/b/0gGEA6oBggQnAcr77wno/ef93A4t78wKDgbW9uASJPs6ANsD0QNMAVME9/sDAvIWMe7y/i8GoANbBPX+5gDKABAMfP7390cJsggLAvcAP/1iA9n/Dw2a+/YDdwNR+N8O5/idAhsMcPcjAVMH/wLuAB8GtAN8/G8Hf/sNCXAJhfDPCNQIiv3hAe4HqvuNBtP9gv+EDQPtjRP5CPHtdgSLBsr5rw3VAGz5exD08hwH4wno97UIwAH2+U4Q9fhQ/F0NMvv9Axn8jPy5DqYFkfO1/tMOS/6p/MgDy/75Ccf+Eu9qD4QIbvhfBYb8ZAaoByb4jgBWDSD3ZQZq+pUFIfz7BIwCgfT1EUz65QC/+NkJyf5tBL3/Cvt0/w8HbfwtBAkCX/39BXjv1xw+9Tr2sxBK95oEBAAm+74FMggt/t70jQt6+R0AQw/C8Z39cwqN+AH9lREw8sT/YwsN7hEP1geo6iYZqPZv7rsbk/cc94oQlPcAA5H/fPaQE7j6YvdhC874tgMLAbb6jAOqBRgAU/x+/xr04Rtk8iL4mRB486cEAwIo/DwBLwYH/q8C+Pl9CjwBZvMWDBPxBAzJAfn28Q3G8UED8gLhBHH1fw6H9Lz6/RKt9LsBT/uJB9H/7gHg+nMBgADGAVv+qwC6/wr9jv/Z+BMLZf2r9rMGtwGN9koFNfxJ+oYSee8I9roVVOVBDUAHMO+wDAr/7fGSAQ0N7fPj+74HoPi8/7QDMe64Evr1NP1gALT+kQHP/xcFJeR4E9T/Z/gfA5r1jwRjBHnzDAXpA0r4YwJ/98MCoQG0+nsAcfxxCXX7xv2m+QT+zRFw7j8DGvwvAcsDH/bqBD/4oQZn87MDHgj98mILrPS7ABgDlfzF++kC3frEA1gCg+qgD1cDJ/XK/vwGoPXsBZr4FPW8GTDuU/tYEBLuc/xxDJftpwqcAkvqHhI99D8BYv12+50DqP9L/pfxVA5/8iwGjv0T+C8JEvbWAf/8kQGp+7AAKgI9894CLAIC+GEIRvVMA7n9IvhcBWj8Kwro7/UB2v6X9+QILfKAChj6a/Y+DN7q/w/U+9r2FweN9BQDCPlOCbvymAKnBt/wqAOZ+TIC5gCV9bgF2PUM/I8Rge7DAyn/l/TsBRn8E/35+z0FTfhhAyMBxPhn/q4B1v14/OQDdPZD+e0FSQS47h8KhvrS9XwTFOrJBmoDw/EMCKP75vjdBrn3OPrOC7vwXAZ3AYHxKgqZ/8HrrhU08SbwhR/z4AoStfhC7ascW+nE/WgJwfX7++EEk/DBCf36bfk8Bkr13Aa59nYDRvcfAgD/P/XkBfP1Cwb9+9P73wK4+X4Cb/7c90wDbwKL9F0AOQMi/KX3FwTl+on4GQ4h72T/pwZP8sQCvAXa8gcGdAGu7X4NlfSs/0kEefQuAIgCovzl+07/vP0/A7H2pv3P/8UBzf6N+3z/vvWICND+2e+ODGz+vfQIBun2RQHMBi/tkAy4+tf50wVd9237eAILAOP14wOi+OEGQPIjAV4GufFfACH8RP+5/SQEyfRpADMHBPUAAvj0bAEICgT5uf6+8YEA1AQi83wLffsF9NUIcfCXALIIdPG+/pgIGPH1BB4Ao+77DnD8jvUOBOj5bvRfDBL0/vpZCUz0tPwYBLr8YPY3AoX4IQXv+k37uP5H9dcF5P1s+8f9V/oPAFX2Rv4KAhb+x/PDB6D7YfIZEXju2gBaBATxlP8T/zj6BQY0/QLx8AQwAMb1owD7/bfzDAM7/s70MAgv8TAEzAPM7hQGi/x6+kr/sv6J+18AJPnc/lX/ofp1Atz6PPezAJT/PgCr+j77C/vG/w3+tvY5/77+QwCT+O0AAfeM/UD7fQIe/HT9YAJg74UEYQFG/u/5jf1T9VsFifrZ/kD/Qf0+++b4bgnY87YC5fgM/bwBrfzp+EwCTfizAZ8AEPK8Apj9yP4+/X38uvfIA6L49/4i/Qn8P/qoA5D7cvqXBYbyTgLR/YkBXPVaAVP5zPyZALP3EwNf95gA0/2H+j3/0vtW+M0AFf4tA7zz3/vIAjf/aPu9+mz53gBWBCL1lwHF+ToFIf2x+ZT3cgYA+hQC9/W8+p8Ln+yPBrD8g/tsAAb8L/X8CLkBaO9yBL4CmO+MCOz+lPQhBt76YADy9f38yAJv9yD/3vtZ+woAKgBm9Rj+EAWT910A1vQrARH/BPsDA2n0uf0eCXXvYwNABfXuswYv+FgByQOw9Ef6FAHK/lv/Rv3P+Wb+X/9T9moDW/yM+UUFuvX2/4IBXvpU9k0Fk/4g+VQDo/eh/W8B5vle/33+T/t8/kX/NPvG+gH/sgBp+1T8If2M+goBtft2/CYDZfYz/d0B/fqp/tf74/7z90cHwPgf9o8G5flC/scBC/g1+ycBDvofBHT3i/raBVv8sPg4AoX73fn0A873qgIU+Vv77gKZ+QD7+/1QAk76evx+Aqz6x/vp/xn3MgCwAnT+q/NF/1L/GQSj+DL6BQJF+ykG4PJNBb/4Mv9mAVb5TP1P/uj+j/zPAZL+Iv6l9UQEuf66/vf6xvyu/L0Bj/oS95cE4/61/Gn8df0v+RMJPvYJ//YEAPoO+8D+IP3y9TYJa/tU/uT+qPfD/s//mf4HA5f/dvYm/5P3RP44Cq329vkhAe/5yvp9A1/84P02/8H2zwp39OP5IAS/+4EAHQAG+pD1HQda/bD/sfp3+2MBxvZEAuwAJfYx/AQDev6s+oD6iPrrAxT8rQG8+zL1AAXb+1L+wP8v+/f7vf3f/O//fv6V+Y4GNP269W4BB/2eAAb/3gHa96f6swLG/YADzPcm/g/9df4AAJ//vvy/+tkGRvRVA4IBC/S9Avz7IQKV/g38rvtw/tH44AP8BFb1Av0H+1H+yP8N/dv62f0B+gUDzf8X93sCCfzM/D4DQvpP+6v8kAAmA9f7gPoE/kb/yfut/9f8mv1r///8h/x+/BX+jfyp/5T+J/1F+SL89AAN/kL/pvm4AYv+af2lAWf31f7gAo39ZvyL/6r6BgEa/2f81AQA+R3+RQIe/McAWP8H+3r9hP4e/DsCg/uc/PT+x/mgBYf/lPoAAV/9pfyEAqn8UPtuATr+8QC6AOT7IwBN/kf7lACf/vX7Y/77/TT9hf7+/KX9F/zk/T8BDv0+//f+Pf88/37+0Pye/JD9WPu2Aej9ovvr/qv9HvxK/w38g/vy/mD7cv0H/uv++/98ADD+zALZAeoB8QNUAXACBgFcAfcCQQLvAXYElwNpA9oDlgL3AGsCIwJMAUEAnf1l/9/8nv1f/Zf6rvv5+qj5avb2+Gj3z/Xy9Zn18/MW8gTz5vFn9MfwI/Dq8L3wg/Cg89305PVG+1f4ev08AIwCCASABmAJbwwzDskNrA9SDisQrxFLEkoQRBBGDdgMsQyxDB4LtglmB5wEOAJEAOb+3Pzi+Y74Mvns9Nj1xfIF70Httu5H7Zvqj+ia5c3i3+Ay49bmMumW6Jbruuts7UTxBfeJ+pP91AIwBakJtgsLENAQ8hPnF3AZdBiXF/EZUBjXFywVAxVWEbwQtw+UDb4KPAoFCkwGiQe+BHkDbAGvAbkBa/9n/cX7jPmQ+O/5vPjd9FTvnupN5s7hqd5U2xDYHtn225TemeDr4+vlv+ls8Gf4Bv5EA28Jdg5rE2YXZRq/GxAeYiCmIbsfdh1GGycYHhbJFOsR+A0eCkEIkQdcBmYF2gRoAwUEUwTLA8oDTgSlBP4E7gMjAtH/DP1J/lT9bfrm9OnvE+mQ41XavNO40CTShtV92bbb4toF3mzifOxD9YgA5QQVCwkQOBccGmMeASJ0JEIlYCMYIXUcpBs4F00VxQ57C9wE9wKXASgD+AFAAMP/fwDeAuMEVQjcCS0MtgzXDToNYA0OC7oIVgTwAnQAxPzn8/TrcuNb2+fStsqvxXbCfcc7zYzUsNhc4F/jT+o9+LQGBxAEFdEdsCIIKL0oKyuUKDonuyQyIBMaFhRXD6sG7QGM/c36Q/Tx80r2zvs6/dIAcgT2BocM7BBZFqAY8hyXHNEbvRh9F28TxQz0BaMAyPuV84fsg+G12RzQvMg8vIazarRXvfvJ69Ly3ljli+9v9vAGtBUiIgUnnizTM7MzEzFvKO4lGCF1H3UT1wgc/sX4ifSW8P7uAOz16UzoSvD1+PYDDQoLEs0YhR9gJF4nWymNK50taynxIfIY+xKNC70Epfo28F/lCN9x2arUoM4+yOPAM7sGuBu2V76hzbLh9+6C/WcG+gw1E14hDy8MNC80EzDaK+MirhvlE20LOwPi/UXz5uoW5XvkPOY36gjwc/Oh9hn6sgRsEfkedCgfMLMxNDJwMf0t5SnFJpkjIBp9D5MEQP7P9SPxFu3E6E/h6Nvc2n7bFd6B3oPeUti11tvTItNq09LeJu6v+sMDfAovEEAMjw55FNodrx33Gw0WxA00B3kBKP9d+8P9Efuc92vyhvKZ82r29P05B0gQXRDZEN8RsRf+HdYnXCylKP4hhRsIFuURgBMwElEM8ASAATL/mfzE+/37Yfz1+X/2tvDR6k/q9+vK7efpMOfm23bQA8O7xaHRK+A47fjzSP2//wYJrgi9FMUb3yWZJTMkxB6NEj4LoAInBWEBVwP0+CHypek/60zvw/Xo/FMAYAYNCcUQxhRAHFoh9Sr9Lckr+SQTHrkXjxMMFPwTuw96BYX9ifm8+9j9Sv8B/Tj7v/eO9fDvy+xG7UPv8e6X7BblqNjTy/PCCciz1Wno2fBi+Dz+KQqqDqkTqRoSIl0l3SF4IEkXXQ7BAaz8wffL+BD4wvPE7BXqk+9h9bn8sQLFCmYPNhXzGrQfFCDfIOcjdyTwI84gexmeDhsIkgciCAYIswdpBsMC1gCBA3IGZghVCBQH0AAo+oTz3fDc7azsWera44faSc69w1a4KLwUzA3mD/YkBOAQfxuzHZwdwSS4KQouCyntILAOEwAJ9ETrSuS+5HLq3uvp6qXoAO6R+NgGhhJ1Gt0gHicTKk8oZSPAH0gcFhn6EoYKjQKp/XT+gAAQBNUH1A1REIgQ9g8XEncU+RRTEukLkwW+/rj3Re5U52TjBuY75srhgdUYyDy9WbWmuX7LNuobAqUVgiJXK/cp9yP0IlgjaCWFIUYYwAOt8J7hhdkf2DLfjenr7jzyefQk+nUC0hBnIN0q7S53LqUqZyJiGRQRwgn8BHkAfP3790T1y/Qd/MsK9Bi2IEIgpCB4Hg0bTBTYEcQQZA2lBFD5WPAk6m3no+UG5h/n9udx5MnatM6uxCm/0sMr0svoRgCdEoMg5inwKUEf+Rc1GaUZNRXqDMIBUfKh5Czd2Nv839To/vPR/KIACwMDCnkUmRz9IX8nACnNJAQcpBEkB13//fqC+P72Cvfk+If9/ABQDEceoCsqK6gjvR95HOwVbAssBn0EIQN4/O3zFO617Y3vXO/A6s/p9Oxf7BHjA9gAz3jJPcZ7y8nYi+wi/w4N1x09J54o0Rq5FOITjBZCEeoGM/398mXr29+W2oLbX+nE9+8AjwIZBt4PuhcgHIoeQiMfJV4hTRjlC+0BWvlU9jDzPfQw9uP9ownNEsUZFhrRHjsgpyJXHbsWRA9ECqgFwv4j+pn3wPpO+qT3afCY7dXpDuqK54fluODb2gjUWMmHxJjEjNVz51n9tAxpIA0vKy4rIZkTTBTHEUYOfwO2+tPvbuXL2+7TGtZY4kz1GAMpCroOtBQZG9cdwh83IukjmSD3FTQJFvsm8jjsFOzh7UXzpfscB38Udh2lI1UjjiSfIvsfJRjAD5YHcwBd+oX1FvWs9mD5Vvkb9jLwXeuG6ZXsFenY4zHdvNtE1NTHRr61xH/Y3e1d/n4OliiDNO0vDRqfEYAQPw+hCXf+Z/fk6lvg8dLOzvzU5eVh+uEHpBHjFOEZyhsMH2MhdCFoIFgbNRLKAXDxXOc15orpAe5783j7vAVLFfMgMCnJKKYoUiZfH1UUbgdYAGL84vp79qr0UvQj+Wf6z/no867wyeww7RrrUeX24KrZpNfry5rESsDhyWjdbvEWA70WjzFiOzMvPRhYEAINzQbC/m328/CU5RLbwc+RzDrV1+js/w0Q2hmxHHAfxR7SHl0e/Bw/G/UUwAoE+kPrzuG24HPkWuxn9scBJgv9F3Al9y5BL78olCXoHVkR6f8e9hX0VPaJ9fv1dfYo+qT7TvqW9QvxcOxu7Vfuq+jR4pfWedEHxavARsFJyX/aq+8eBIEaFzG3OYEulRpCFo8Q7Qah+vnyUuv630fUAMwPzCPWEumj/bYP9xlrHZYhQSN8IqAfpxwLGm4RpQZq9l3p8uBi4Fvi0OjJ8d/96AjpE6YjKy7wNGcsUiWGG6kQIgSs+G/1jfUO99n2h/bk9iP6M/os+ab06e+G6ifr8uj45Sff9dgQ1NfHjsCGv8fKR9zR720ECCEuNiM9+yzKGLEQFgkJAoT2pvDZ6EjftNMdzJTLkdX/6jYCSBVAHXEfFyKMIrAfbhslGXoXAg+xArD0w+ew3zfeGeLB6srzGP8MCbYSpyDZKVAwkizaJywgyhFCBFD4l/Ma83D0hvWV99r4Vfsb+wb4lvSf78Hrdusf6a/lEOEh253WgMqzwr3BiMeA1aPl0vv5Gf44/0NCMe8VnQ7dC58AvvRm8KvwN+jf2hDNcMaQzfThdvm6DZgZcR/0Il4jkB8pGskXEhffE0oK0vux7Hji3N1i3mHje+xP+IUFig/oGswieSrwKywpOSQ1FywMPwHF+QP06/JB9CP4C/lm+sH6Gvih9zPz8+4N6R7n3ObF5eHg/Nyr2LLNKMO4vLfG79fX7dQAXBvOOKU/wixpEmQMigdn/6/30PSB8LTlntrZzgfKDM814qf6zQ9CGegaeBxbHdEcQBomGhsZCxZiDHH+Hu514o/ezeCt5jjrMvXm/2cOKBgCHw4kkidVK8IlkhrBDtsFL/3591jz5fOS9aL4/foR+hj3x/Rq8SDu/eo859voBuan46be89juzqfFWsI4yPLVAun5/xAaLjOcNwMnWRPhDgoKVAJO/bX8BPcX6srcX9D8yr/PBeE29a0GaA+ZE+sWBRlDG4EdGh9THmEaVxFGBGL0dOmu4//jyOav6e/uevdmABoIoRUmID4qWiqIKWsknRbbC3gBKv1L+rb4g/ef+AT2+fUF9b70/fTK8crtm+oS6F7nAOYh4HngAds81enKiMS1ylTZgu1T/r4XWC8ZNPce6w6EDu8KaQNt/rkCN/397RTfCdX0z+fSueEP9cUE7AlIDJMO+RHTFTgZuB0hIdceZhZ1CdD7fPC26SHpY+pF68btMvXl+wYGpA/TGdEf9CK/JQQfZRcOETsNQAfE/wj7WfqR9+f1yfXX9Sn1+PMc8WLto+hr54XqwOjL5GncbdoC1jvPk8mTzejb9etB/B0QWSRlJ9sbLBFJEVMOWQgdBbUHegP69zvpQ93m1dDVdeF273j7GwA8A3AFuAgNDS0Ulxr7IFoi7h37EtAGafwX9f3yyvCg8N/v1vO39Z38EgTtDR8VhBnZH1gfQhsIFUYQkQs7CEECSwHa/YP7mfm39pr0dPK575XsCupl5kjol+Wf4zbfINsW2LHRA84K0G3cn+wu+xYN9ByUIsMXew2zD8EP8wyvCvsPcgx0/svv1eV/3hrbXuPy7qr3pviM+pj8eP+AA+oLIxUFHbEgox7DGagPHAlMAR3/6vtJ+cv2sfbi9qD2d/3eA5gMbA2gE5cWuhUIE+sRWRBaDfYKxgjPBzUAGP5k++f5LvaM80Tw5O3K6fTnWOe54kngv9w92XnVidCy0PvYB+eQ9McAPBB+Gxoa2w1mDmMSyRL6D9cStxVLDHT+7vPw7ALkAuUf7J709/TX81/1wvbx+N791gcdEOcZDB0BHB4WXhDADRUJdAegBFMDyf94/wj8W/wl/jECIQf8BwwNUg2IDuEMMg2gC+kLXwr5CvIIowTLAxsAC/6U+Sr3N/M+8HXsu+u06avjS+EG3QXZt9SNz53T793t6d/20QITDtgTvA6GCtoOOxLEFHsY6xyeG4IQGwRg/JP05O8J85v3Mfn79bvycPFo753wVPcKAREIdA6QE1MTOhHIDVQPdxCBDqoNuA17DYIKVgfqBJQE5wJAA80EJwVgBQ8G7gYqBmsEjgM6BaIFrwXFBTcFEAS2AW3/4fwo+ob3qPb29bzzxfCx7EDqLedC47bfg9393kTkwOx49MD8AANyBVwE1gPBB84Kvw1yEjcYBRh2El0MwwenA1QAywHLA/MCcf/T/Nv5/PWh9KP3//t7/kIBuQQPBuAECgT1BSIJdQnVCd4LKw2xDM0Lxwv1C4IKoglgCswJywdABrcFjAQ3Aun/cwD/AN8AiwFXAmkC9wHmAbQBEgGP/wT/pP4V/br7c/vb+l/5+feM9uD07/CF7Wzriev+7Y/yR/i7+ib9Wf0+/TT9av7IAd8FlgqjDaoPhw1fC0IJfggTCZAJiAozCtAIVAWuAmb/tP0w/cj9Uf+k/wkAJgACATUBNgJsAycFYgYzByQIsgjwCKEIJQk5CaoI8we/B2UHxwamBRQFcgSkA28DmAPOA6MDmAOiA2EDogLDArsC9gL8AsICZwKLAaoACwC0/3D/lP+//8r/uf6U/bv8Tvyc+2X78vr6+tT7j/yw/X/9Av6K/gz/Pf+4/+cA9QFuA4wEpQWDBRsFHwVpBacF0gV7BqoGjwbmBaIFtAWcBfQFcAbQBlwGywX+BJoEhARyBAcFWAV6BToFKwXNBJAEmQQABaoF0gUDBuwF2QVsBYQFmQXGBdwFxAXfBXoFCwWrBLIEiwSCBGwEdQRxBC8EDwQIBN4DrQPEA6UDgQNFA0gDKwMHA8MCnwKbAmsCXQJOAksC4AG+AY4BdQE/AVcBfgGHAaYBpwHdAQcCUwJ2AskC8gIjA1EDpgMCBFsErAT4BDwFVQVuBYoF0gXuBSQGTAZHBg4GBwYHBtYFwAXcBekF6gXVBaoFoAWLBXEFeQWaBYkFnAWaBZsFmgWUBYsFmwWoBYQFhQV4BWcFQAVFBU8FQQUvBSIFCQXhBMQEqwSVBHwEXAQ3BCUEBQTlA9IDqQOEA20DWwNSA08DXANjA2UDZgN9A48DrQPFA90D/AMZBDEERgRXBHEEjgSkBLwEzwTfBO8EFgUEBSEFJwVCBVcFaQV/BXwFlQV9BZgFnQWdBaMFtAWoBaUFrQWmBZsFmAWUBYQFigV9BXcFbgVoBVAFUQVJBTkFMQU1BSQFIAUWBQkFDQUFBQoFAQUMBf8E+wT2BP4E9gT9BPkEBgUXBesE/gQYBd8E1wQSBfQE0wQPBQ8F0QT6BBIF6QTrBB4FCgULBSgFKAUpBS4FOAUxBT0FOwU/BUcFRgVKBVcFWAVRBV0FXwVWBWQFcAVqBWQFdAVwBW4FcQV0BXMFbAVzBXEFcwVsBXMFcgVuBW4FbwVvBXAFegVyBXQFdAVwBXIFdAV4BXMFcgVuBXEFdAVuBW4FcAVyBXAFcQVsBWkFcAVwBW4FawVwBWsFZgVuBWYFYgVlBWUFZwVtBWoFZwVrBWkFZwVsBXAFcAVyBXMFbgVxBXIFbwVwBW4FbwVwBXQFcwV2BXkFegV+BX4FfwWABYMFhQWHBYYFiQWIBYoFhgWFBYQFgQWBBYIFhgWGBYMFgwWFBYQFiAWBBX8FfQWBBX8FfQWABXoFfgV5BXoFeQV1BXoFdAVvBW4FcgVxBWwFbwVwBXYFcgVxBW8FcAVsBWwFbQVqBWwFZwVuBWwFZgVjBWQFZQVlBWUFYwVfBWMFXQVXBVkFWQVZBVQFVwVTBVUFVAVWBVUFVgVWBVQFUAVNBVIFTwVTBVAFSwVNBVAFTAVLBUYFRQVCBUUFRAVBBUQFQgVDBUAFPwU6BT0FPQU6BToFNQUwBS4FNAU1BTAFKwUsBSsFKQUsBSsFJQUgBR8FIQUhBSAFHgUcBRwFGQUYBRgFFgUWBRIFFAUOBQwFCQUJBQwFCgUKBQcFCQUIBQQFAQUBBQAF/wT8BAAF/AT7BPQE8gT1BOwE6wTpBOkE5ATqBOYE4ATfBNkE3gTaBNQE1ATUBNYE1ATVBNIE0QTKBM0EzwTKBMkEvwTGBL4EuwS1BLoEvwS5BLYEswS4BLEEsgSsBLIEswSsBKkEqwSnBJwEogSiBKAEnAScBJgEmASXBJgElwSVBJUElgSVBJAEkASRBJIEkASOBIoEjASKBIkEhgSGBIEEgwSEBIAEfgR6BH4EdgRyBGkEaARqBGYEYQRiBGEEXgRYBFkEVQROBFIEVgRdBF0EZQRbBFcETQRMBEgESgRHBEYEUQRTBE0ERwRDBDEELwQmBC0ENgREBD4EMwQzBDMELQQlBCUEIwQqBDIENQQ1BDUENgQqBCYEIQQaBCcEIAQgBBkEIAQmBB0EAwT3A/cD/wMOBB0EHgQgBB0EBQTwA+QD6QPuAwoEFwQcBBcEDQTwA9YD1wPfA8cD2QPgA/kD9APjA+YD9wPdA8QDyAOzA9YDvgPcA9gD8wPjA/YD3AOiA8QDrgO4A60DxwPmA+sD8APVA88DtwOuA54DpAPHA78D0wPRA+IDtgO5A5wDoQO/A4oDrwO4A7sDzQO3A6wDmgO6A60DqgOkA7QDtgO2A9YDnQOvA5EDkgOZA6EDeQOHA5sDnAOJA4UDpgN7A2oDZwOUA20DcgNxA6UDbgNkA/EDiQNxA4kDqwNCAxgDdANqA4wDkAMbBF4EywNOAxMDGQNNAwIDQAO0AxAEFgQSBPIDxgNBA4wCBQMdA2EDkwNNBDcEzwOFAxYD8gLMAhgDQQPcA8UD9wMqBI4DUANPA5ADUgMhA40D/gM1BIMDiwN4A9gCrAK4AhkDYAN6A3IDuwPEA6QD1AK1Ai4DyQJ5At8BygGrAfABSAKuAh0DXgN9A9UCQwKdAWEBpgFKAgwD6AOhAykEngIKBcsIaQfqB6IIoQpIDt0NoAfjAr78a/dV9h738vpnAHwCSwYSCaEFVgNkAcsBAgL3As4KBhMbEs4OtAqKBJX8O/j8+fX8dwC2AwEH3AW7Adj9yvtA/Pv83v6GA74G1AcfBwUGFQSWAa//uv8mA6gDdgNrBOkF1gWtA98EegW8A/r/r/7T/nn9i/1m/o0BHgIdASUB6AENAZ8A4gEjA7EEyQS1BewGlwZPBC0D7QKZAuQB3AE3A5oDRALRAIMAk/+B/ob+WwClARkCEQKGAv0CZAG4AKgAEgHDABsAhP93/pv8Mvrf+fj5HfmQ+Jb4hPg695P1l/TJ9E71NfXG96P6B/4kAO8BWgT0BdsGcgfPCBEJCAqmCiwLYQqpCNwGeQVzBEEDnwIVA74DQwSOBIYECQVKBYIGjQf9CPcJgwpSC1kL3grECYsJdwhyCM4HBQeCBooFIgX9AwwDgABg/lL7A/lt9kr0g/Im8u/xT/EW8FHut+w+6H3k5N+o4o7ogPGg+g4GERGYFEoUMw7fDDQMnQzLC1kN4A/uDfIHb/7/957zCvL68ST2YvvN/5gAPAFOAiYDqQUgBxoMsRDYFQEVpRNTEVIM3QnyBMsDiwOUBoII7Ao1DEoKagnCBgcH2wYFCfMK6gz0Dg8NdQpQBi4EAgI9Aa//Kf0u+2z36/R28bPt2OsE6UrnpeN33nTaVdbX21DjXPDv/F8NbB1lIqMj1hnZFboQlA+qCxcHHAemApD/yfQJ7jDoSueV6YLuVfc8/ekEQglRDnkSOBaLFvwVLhcdF+4UGg+aCGwChP7Z+QH39/X+9/z8WwKCCKASWBeOGpgX2RO8EzURRw5ECWsI5QblCuAGIQRuAZ0AQQGj/6/9bviO9b7voO546mjqrOd95fXhF95u3KvW19tF4HDvpv75Ec4lTyqNK94dyBdBDxAKYwP9+Qr63fb49yfuoue744bln+tB8j/9vgUqEDMWBBvdHHAdFxt5FusS9A/nC2UEEfwo9qby4/Hw8B7yHvYY/s8Gqw7ZExEXCiI1I/8lnB2GExgNAQivBAX+Qf2G+q0EcgW0B20EMgFvAIr9PfwA9DfyouxE8BLve/CI7dnmE+SQ2szZG9Hb0+va+emc/zMaHTNnNzg12h3ZED4E2f2p9avsxu2u7vn2PO+e6TTjVedb74n6OQgJEQkcOiAbI3IfmBvPEnEJ8QLg/kn8Z/ek8hDv4fC48kv1y/dK/eAEVA/VFqocHx1SIbUk4x5NG6kKxwBe+3/6/Pt4/d/+vwGsClwKiArhA7L+c/xV+/T4hfNv8IDt5vAH8u3xXe3O5TbcBtXgzFPJcs572lHxOQpBLAM9lEC8MWUY7QeH+Hbybecm5aPli+2G9C7vdOrS5UvshvUrBI0QdBo4I5kl2iJNG8AQHwRy+1j1zvTi9Bf1e/IB8fvyV/Uu+uj+NwQsDTsVwhxBHZYb/RTZEd4UlA6NDnkDNv6g/0AAgwEXAMH+IgCMCKcI5Qg1BJ3/6/96/Xv5MPJ670fs6fAJ8vnvM+114GPaLdDSywfIaswf2XbwFg5aLZ5Ec0COMrcWrgJT9L7q4ONF3uriJ+lE89Lz4+366iDumfiOBbATlxsIJKgmDSIyGZsJkvwj8cLu8e9G8yb1SPWV84D0UfiA/O8CIAgaEBsX8h0zHFEY3Q1mC40KmwnsCdcB6AAuAYQE/gVWBbL/4wA8BIoGpggiBbkAEv9f/ef6zfWd76/sdeyp8EDx+uzh5DPanNFlz9vIscqt0BnkGwBYGVU45kAVPqQqpg2/+EHpw+NZ31zeTeAC6JbyJ/RI8uXvbPNE/zINVhmMH6kkFCSVHIoQOwDx8mvqNelB7NHw4/Un+Dz4KPgN+8EAWAdaDI0RmRb/GsAZNhXtCHoCBANSA4MIDgVQA9wFyQcJCJ0Gav4M/RAAEAM5B38GGQMkAZH/9Pqg9+rvlu0L7PPuq+9f7i/m19zB1FbN1c+1yo3S99ql7twI1SJFO4c7gzIdG+MCH/Vw6nrj7t4/2+rgVeog8jLzAfHO8Zj3AgZGERcauiCfIqUhKRfmCQD6LO456eboXO6P74j0UvTe9f35Wf7FBMwI1w07E14Y3RqpFjwPVwVY/h4Bg/8VBT0G1gTAB6oHUQevBpMAkP0RALIAIwbFBesCU//3/DP4OfXl7+7ss+2w7l/wquts5dnZX9Pzz3nO2cyXz97Xfe3UBcEdXDS7N/w07B/PB9L2le2154rhOdzg3DLmC+1p8SrvM/B29JX/6ws3FRkfvCICI+0bJhC5Abz0IOyO6BzqIez08KjxK/OU9Qr5ff8MBg0MsBGmFWwaqRpiFrIMLATVAY//7QLX/53+0wBAAkYEVAXLAKUBbgIFBO4IFgdmBfoAzvzP9830kO977M3rfuwe7kTtuuj54bTbwdTk0bvNds030nfe0fFxBmwd2SwrNNgsAhoXBpX4tfK67ajnL+Fi4s/nhO4a77jqk+n27Dn4lgTcD7QYzh4mIrofDhcqCgH+cfXV8Xzv8O1Y7IHrH+1H7/7yW/fS/FsDMArvEfAXZRzQGq0Wvg0GCXQHWAZdByQAGP3I+oz8Vf6p/Zn5Ffuk/+IFUguZBwgF9AAp/6f7lvXc7YfqdOrF7HTso+cB4dHaP9ew0/fQnszXzG3VF+WA9/MNpyDFLUQvWyIcEzkFLP/7+3b2rO3y6CHqfe878avqd+MO357kxu46+hUEGQxeFQ0c8x7ZGvkRKQpUBmsE8wHv+0D1wfAz7lHuT+2l7CbtDPFQ+L4AJAgADi0RxhPFFVIWkRbOEwsRkA1iClEGcwHH+xb4o/YT99r4ePlr+jD7zvyv/YH9a/um+Mz1PvQw8+XymfFT73jsXuig5bvhw91h2SPXQNe02l7huur89qQCnguIDkkMSQhPBk0HgAkdCJ8FCwSXBaII0gYwAYT3YPCl7bPtc+9E7/zvuPLR9mX7vfxQ/HL8L/6uAkMGWAj9CM8IawqFC0QLcAjXA70Av/6c/lv+4PyP+0v6NPqG+ir7ZP0dAOwDegaAB0YIMwgWCX0IFQeFBQcEGwT0AyYDTwFP/tP7Gvln9gL0+PGu8YrxoPHG8LXuSey+6Q3o9eaG5drj4eFc4U/jied57Q3zZfek+aj63vq6+5L9eAD1AuQEKgf4CQ4NNA5FDbQJcwWxAST/j/0k/Nr6ofkH+X74kPfL9UD0k/NE9Nj1vvfL+eb7bf4LAVoDkwQhBR0FcgUjBiQH+Ac3CBQIQQc1BmMFGwXWBMgEXwP2AbEAZQAzATIBEQFgACgAogAuATkBlQBx/5j+iv2i/Cn7efnJ91/2sfVt9Iny7+/77GHqG+hR5Yri1N4k3cLd6uCh5tbsovPI91r6LfvM+7H9dADQAw8GDAigCuMNWxCvEKAN4AjiA0YAKv4r/AD7sPkj+cf4M/js9sH0U/MA80H0afbT+Cj7jP0KANkCtASqBb0FYgX+BQMHuQi8CT4K+AkhCcUIAQg+B+0FMwTfAp0BRAEYAYAAAgBk/2n/nP/j/y4AIwBcAH0ATgCY/+z95/uE+X733vUd9CXytu/v7PXp8+a+40zgXNx82RDZoNvV4E3oyvEJ++YBXAXQBc8FjwYICXgLbAyIDQkPghEnEnkPgAlcAfX5rPTP8ZfwOvCh8MrxY/Mg9Zf1h/X49ZD35/oc/60DtQe+CmoNMA9UD/sNEQsdCBsGUwV6Bd0EjgNzAQD/af0K/af+1QC6AngDhgT7BQoIGwrTCJ8HDwasBa0GOwZWBRYD5ABL/8j8BPpk9vHy1/Aa74juHewV6UrlwOBL3qnb9NlS2EbXptrK4Y3sfPoiBzQRkBW3FXAUnBFTEHEOTQzWCTAHNwb4A5//C/k88OnoMOTH4pHlAurF8Cf4o/7yBIkI5gpFDKUNABBmEeESVBJKENoMHQgdA0n9rfcU80/wN/C+8gr2NPof/VEAnQIxBpYLNBJJGVUdLR5LG6cWEBGTC8cELv8n+iz4Dvjk+Mb5tfla+Xv45/cO9/32o/bb9pH2pPWN8sfts+YG4V/cX9sI2sbYQ9lu253lA/B7AWoQohv0IHId0BhpEnwOuglCBGj7p/ZD88fyVfHY67zopeSQ5xbs3vT1/voHlxFdF4UbjhodF24Rpw2aCG8Eq//u+Hj1++9h73Lul++E8sf19ftfAmkKDxF6FvUXqxjmFBcVAxRMFN8ThwztBqH+Xvrw9x/3h/aJ+nz+ywR9CV8KMAv/CIIGOgJY/eT3VvTf8CLvJu076aPlqN2Z2YXWjNX81hHTm9gX31Hy4AQSGW8rRzLGM+ckeRVCA3D5fvDS6w7mFOSe56bpEu4c69fsau4S9+ACRA8fHbIjWicpI6Qb7Q8BBA/6yfMv8t3vqfA97iXvBvBm8pf3Fv1pBUQNCBWZGsMcHRyQF4kQqgfaAIn73fr7AHgEDwwQCaUHHQbXBWIHhwhpB0gJsgwOC1EMJAS0AEf7gPhN9pH1A/WS9dv0q/Jc8GbsMecd33jaa9cP2RPcDN0J4k7qTPaiBRsYACimLlspPhi4CnX/yvrz8zrsxeYs6F/tm/Cx8UnvCfHO9X//1QkcFEgcZx9CHn8azhNGCdX+Afct9AL0TPOS89/xgvMQ9ez4vf75Ba4NfRIcFmcXbhdmE2MODAYBAcT8ZgAQBGUHEAyQCqILxAoCCnoIRQj/BjUL3wrCCQcHvAEz/379p/zq+tL7OfnX+F31O/QM8Wfueemf5fni+94V3XzdDNvT2g3jTOpE/9IKcB7BKAAqdSbRFCIHjPnc9rPxae9q7dbuHu+Z7wfvRe8Q8nv5SQWUDocZtR6OH/EYCBQSDQcEcf6l+Mb4IvfW9gb2xfIX9HL1gfqoAHEJ5RDcFEMWgBbwE/QOownVBK8BGgHNBlMIsgvBCwoKagiQCaEJ/Qp4ClEJHAw/Cf0H+AMCAIz8K/5u/a/+QP4c/MP5GPV49JrwN+7x6MjmauRS4bjgs96322Xc6uJ37Sb8mAkpH5MoYyvbJEIU/QYN/I36+vQo8xvySvPu8Xjue+0e7fHuSvcTBLEPohkOHpkcVRe0FAIO5wfmAab/x/69+4L5f/b38mTxt/Ox+DUAkAeFDu0RiRS0FGUUog4lDPUHvQg2BcgJ4A14C6wPOwcoB8wE4AeKCKYK3weHCk0KQAchB2YCCQDK/gYAjf9XAMf77vlW9R71u/JH8FzqHeiw4j3idt5A3yPeptyu57Lsrv32Bp8aIiWbJdQioBbhC0wC/P9J/MX3OPaO9JTyv+947AHtD+1G9fT/LApnEkoWYxgrFmAVsBNsDy0M3AfwBScBvPww+BrzmfFW8n/3v/uhAZ0G9AwHD1AQnhAKFNkReQ+xDPQPQxYjEOQPSwj7CCkFWAGWAiAF/AbcB/gIeAhHCzoGcwJUAbQC8wPQAB39QvsU+Rj2GfR78lDxL+/16QvoKeRg4gnfrttV3lvl6O7n+doFPhjEHzgiGR8AFRIOxQXPBXgBPgJG/8v8efgX8iDvJenD6gzxSftOBPMJnQ6ED2cQZxEzEkIT0hLeEmkQRgxPBsj+F/n49Mf1/vYi+qr8vv9vAnMFzwh7ChUN/Q0SEl0RdRmeGP4YdBSbDaQLggUgBVYBeQOTAoMHIgbfBmIFEQKtAgcCNAT0AiYCC//N/D/5NvdX9hr1WvVl8yPxROw859XjIOIB4GreheNK6FnzIvt5CkcUyRi2GpkUYxOWC38M0giUCYgI3gX9Amz7EPfg7VDtse7S9Ir6o/6gAucCBgVGB8sKxw2cETQVRhYwFZAQ6AorBS0BS/+O/sX+7/2p/hn+FADQ/wgCzgJxBqEIKA21FxEXmBtmFWAThw5kCmoIgwYUB34GvgrvBr8HcgFn/4T+Jf/sAA4BNgEL/kb8AfjD9wP1NvX59cb29Pec9Lnxseuj6FvkwONm5gLpf++Y83H8FwW/C+8OUw3zDOwKkgyfDRsOYQ5CDA8MrQefA6H8bvjg9kv4JvyG/MD9APxV/GT9Nv9TAuwFjgqkDl0QMxANDsYLiAnmCEcIEAhdB/UFHQV7A68CZwHmAYQB9AV4CNYLpwyMDGEMsQsADNQJZAoICNYKrArUC94Jagc9BYIDcwPAAdEBsf/L/1n96/uj+DH37fau9yD5J/ld+P/2QPXw8wby9vAw8J7vlO8q8IzyePPk9kj5oP/LAjcGCgdaBiEHBgeMCpgKsQyRCxAMqArNB2gF8wCsAP3+EQHm/93/sv5f/Y7+oP3kAIMATASpBP8I0gp5CwEM7wj/CQYHUwnsBjQIiQbGB/YHEQdvB6gEqAWJA0sGJgXkBlUGEAeTBrkFAgbEBA0GEwXbBtwFbwZQBbYEuQPYAn0CEgGuAPf+oP4Z/dv8Evz5+/b7vfvf+xD73fpq+aP5wviZ+En4PPhk+KX31Pde9zX45fjm+h/8Jf6u//AA0QEYAhEDtwN2BT8Glwe2BzQIOgduBrgFnQT+A+QCdwNuAnMCZAFyARoB1gBiAVIBZgK5AgEExgOaBLkEMwUaBSMFUwUaBbYFlAU2BoMFlAXYBJIEFgTYA68DOQOPAzgDgQP+AtoCpwLHAh8DYwO5A4QDxgOPA1cDAAORAm8CIAIAAgQC4AEvAeUAcQDm////1P9EAJQADQEsAbIAQADO/8r/ev9+/0H/hv9u/57/h/8O/xX/ev64/sD+t/7M/vL+Wv/Z/+j/OwBiAJIAQgFPAVwBVgFkAWQBlwHoATYCVwKbAsQClQKOAmsCOAIpAl4CxgLzAgQDHAPhAskCuQKtAmQCagKsAv4CNAM3Ax0DoQJ7AlECLgIzAncC7AIUAzADDwOYAmoCHQJCAhoCdAKrAs8C/AKeAp4C/AEFArkBxgGmAewBDAIEAisCBQL9AYcBvwFdAZMBrQH1Af4BGAIrAvEB9QGwAeYBogHgAdQB9QHbAdUB1gGwAaYBnwHHAbYB+AHfAe8BwwHNAaEBrAGuAbsBywHTAd0BxwG2AZsBogF7AZUBfwG3AbYBxwG9Aa4BfwF4AXIBYQGZAZIBtwGSAZ4BeQFZAUoBNwE4ATwBZgFjAXoBWwFXAVQBeQGUAbgBpwGTAYUBUgFuAVcBlAGXAbQBsAGnAYwBdwFgAUgBZAFjAYoBigGZAYkBkQFvAWMBSgFeAWUBaAGIAYIBjwF0AX8BdQFrAW0BcgF2AXcBgAF9AW8BdwGJAY8BjgGXAZkBmgGeAaABngGcAaQBrAGiAaYBrQGcAZkBkwGZAY8BiwGQAZMBmgGjAakBnAGbAZcBjAGJAYYBigGRAZkBnQGUAYkBfgF3AXUBdgF2AYIBggGEAYMBeAF2AW4BbwFxAXwBeAF5AYMBfgF6AXkBfAFxAXsBgwGJAYMBfQGLAXoBdAF2AXwBbwFxAX8BbwF3AXMBdAFrAWMBagFjAWsBaQF0AWQBcQFnAWABbgFnAWkBZQF1AWcBcAFnAW0BZgFjAWIBYgFsAVoBZwFiAV0BXAFeAV0BUwFeAVoBWwFgAVgBYgFXAVwBWAFYAVcBUAFRAVMBUAFNAUcBRAFJAUYBQwFFAUkBQAFEAT0BQAE6AToBNwE9AUABOAE6ATwBOgE2AToBNAEzASUBKwEwASgBLAElASwBLgEmASwBKAEgARgBIAEaASkBKwEtASQBFwEWARYBKAEjAScBHAEmARcBHAEjASMBHAEUARcBDwEVAQoBGAEmASIBFgEKARMBGAEXARMBCQEXARABFAESARQBCQELAf8A+AAFAQEBDgEJAQYBAwEDAfwA/wAAAQcBAQH1APMA8gD3AAoBEAH/AO0A+gD6APUABgEEAQYB+AABAQQB9QDeAOsACQEFARAB+ADsAO0AAgEAAdUA8QDsAPYA5gD+AAUB3wDxAP4ACgHVAO4A4ADxAPwA+gD7ANAA9AD8APsA5gAGAR8BCwHWALgAsgDfAC4B/QATAfAA+QAAAQwBEQGzAMQAsgDjANcAKAFSAUABBgHIAJwApwAaAcMAFwEnAVgBhgEYAagAuQD+APQARgFgAYgBrwHBAXwBjAFGASYBQQHsALMAwAC0AE8AcgCAAEsB0AEDAqIBPwCW/wf/Gv+Q/yoAJQHrAaEC5QEaASQAo/+i/yIAhwClAIMBnwFCAeIALAE3AGAA5gBwAXgB1wG/AbAAowBTAG4AKgCfADoBnwEvAQ0BsgBLAJQAfgAyAJQAMAFAAW8BLQE2AcwA5wDtAF4ArwC2AO4AtADJAMQASQCeAP7/g/9q/7f/HgDT/3H/zv+B/1b/+wD3AeQBPAHYAUcBHgCX/xsB1gFXCIoPagsfCeMDjv059+70w/bu+pcDDAirCQ0IzQRl/wj7uPgB+iT9DgG6BrIJuwh1B90DbgBF/jH+1/+vALcCtgNAA70AFQCH/RP9Qf2G/qr//gBeA2QD4AIBAl8BnP8eAGMAuwHBAusEowYAB6MGwwX3B00I6wUGBIAAdP0I/M76Jfte/bkAwQLJAvcBtAB5/hL+SP3X/UD/+wAIA5EDVAM5ApwBCAAe/4T/pP+I/2UAXwAQ/gj88vrc+Mr4O/91CrkP1xF7EPkIJwB59ujwmfC/+dkDWwuhEA0SIA1eBBj8DfWK9Cf3Hv5eBGoJKQ0FC5AFyP+y+7759fp4/ikD3gaHB/MFYAGs/Vn7N/os+z/98ABoA9kEQgXXAx4Bff9W/Q78nvx//qwA3AGIAsUBcgBi/7b+dv5Q/8L/S/9f/jj//v4G//wAiwHjAogDNAQlBAcC2wAE/5r9Ef7I/l//OAHfAcwBYgGiAFEAEf/0/3MAYAB8AKoARgGIAgYC3QFFA70CMwJdAiwBTf+C/s79Dv57/rgAvwI4BSAGPwScAu4Ajv8y/nj+z/5JABwCfgKIAmcCXQLoASoCDQJiASoCqQKAAv0AoADF/+z+LgBzAdoCcwIeAj0C2AHGAFUAWgC+ANIBJQJ/Aq0BUwF0AFD/4f6S/xMBmwKkBIUERwNUAPD+Jv4N/2YAwwAbA7kDSgOVAqQB5QAz/+3+MABbAJkB8gLUAtgCPgKf/38A/v/n/xUBGgCpAKUAmQGCAocBRP8OAC0AgP+kAOsCogSQAtQBjgH1/8//tQAtAZcBTgLqAYkALf+V/pD9vv2zADYCxwICBTkE2AJKAf3/QP8c/bj+uwGJBLUEBAQVAnYAyP7P/Bv9Hf0rAK8CVQV7BgsEnACM/V/8rPv//0cDbwT8BWQEJgJy/kj+r/7g/Xf+fP+yATwDFAOcAqUCrwBJ/l3+R/9x/7n/BwImAkkBBwJyAcIALAD+AEL/zv0D/YH+8f+e/k4BJQLUAc0CkAJ/AvUAygAUAtkAOQEpAP/8o/y5/hX/mf5o/2wBogSqBqgEwwL2AO79xf8AAFT+Lv+xAO0AeASzBZQCKwBG/kz/A/5Q/W78oP+9BJUFOwUuAykA4/7cAOYBZwK1AtwCtgDj/Wz7pPyR/mr/jwGGBIoEeAWcBV8D3gTf/0j7U/hu+6T+9APcB4IFWAW+ApoCUf66+xj/RAI4BM0CEQDaAc0BgP8pAc8BRQCOA7MCOAKrAKr/aAPH/0ECxwMKA3IB9f8mAZEC6gJhA10GZARJB5wGaP9k/nn92v9YAzQEFwe7B5IClP3VAWb/Df9PBfgEqQWTBhkFCwNWAt/9wP8xAEMBxwP1AzYHvAZqBscEFf/3+YT6t/pOAoMI8wdVCC8I1QQt/+T8gv0i/w8ApwR7Be4Am/xR/zsDBwLS/78ACgMnAa8AxgAJAc8Axv/RAUwCuQKyARv+4Pzh/cL+fP9zAlf/CP2m/cf/HAMAAYACeARXBrwGOgB//DD6lfmp/SkAVAFCAJwD9wbZA34BGAFo/y781Pyh/J/+4/+aAewDeAHfAnEAAf7TAAL/qf/YAAsBiwNV/2T+VADLApwB4Poe/cEBUgNSA7cApf16AFAEPQMi/gT8cf91/+b8vf4OAIgCzgctBu4EdP8u/TT/g/vG+cb9gAFRA9IF7wSSAzf/7f0Y/Y36kft7AjkFnwYSCLsE4//c+rf65voo/9oCVQRtAgb+v/69ABT9p//NAgQDJANoAOv/z/7t/Ur/xwE//2P/3gJuAgYAhP7O/ysBQP21/B0AngKTBasGLgVo/97+6gJ7AXf+GP0A//oATP+E/+b9u/3BAxYKvgQrAQ0FbQHNBAUCDQALAhr/NwJhBrQCmfn/9yf39v08CSMPDw14BdsBqf9z9ob17/uIAfYGAgy1DMUD5f8T/Cf9ov2Y/0gBMgFZAJ8AvALUApEE1QLbBcgClfws+2D44voDAjkCpQVvBiYCZwF6/Z76Nvoj+HX7pAXWB+QIJwXuAKoBO/lj87z4lvxv/kIC0AVIBtcCov94/dX6JPrH+bj7XgGZB3YM0wb4/6/9hP58/qj+s/8xBQkLcAi3Bb4B0v9nAloGWQgPBfv6/fiX/K79NgMkCvYNWg/2DXsGZAEZABYBTQRfBJwASv6SAA7/gPyPAPoHFQ2HC1cG8APa/q75L/lD/QcAOv82/2L+sQEPA9cFJwWzBLMD/f2S9wzyM/EM87/3UP33AqoCSgDn/K/6nPUm8nTwm/ST/xsGdQhOBTH+C/es8v7whfN1+M/+jgSzBOwFjQc0AWH+2PlU91f4jvzeA04H/gs6DzYTSxBaCncF/v3D/NL8uv1ZAawDWgmfDiwR8Q1gCRkGvAPbA60CRgP/Ac4B5APoAjIDxgQJBdoEowO6AMv7m/sjAMMEcQTpAIcBnP8i/YP6P/ih+pT9EQBBAAb9kPrB+HP1EfMp8231d/ns+PLzx/Gt8fr3Y/zM+3b9W/vf+3L5EfTn8zH1If1/AQ4B4vx3+Yv5XP2YAXoBqQVjB3gJYgZRAPoC5wOMBKoHEgYCCO8GMAieDAENkgyPDJgMGAlUBEP/jQEgBcUIkwxzDP8IfAX8AdcDfQTDAnoBPAECAlcB0gALAYsDAwQKA8P8XPip9mD3lPl5+vT6ufkf+4z+Nf/H+YvzPe8G7r3vlPLn9sL2x/Jc8P7x9e/Z8DDz5PfW/IIAaP2h+on2/fb3AckAXQcUA7QDtASbAJT65/bT+d7/0QhfC20NFQyhC18JGQr2BToIDgW/CHkKDwxCDjwNIAwRBx4IHAfwCN0G1AchBjwHtwYTBwUGvQR1AAX75/kY+af+ggRWCoEMIwrCAhz7WvKl7fbru+ya8Dr0N/j6+jb7SPc59A3zsfOU9F3wdOkr4pngXOSv8T/8tQS2CeQHCAN2+mb0c+/P86j6AQZBCkwKXwVWAn8B7v+d/xb9Gf2m/eIBdgdYDVMQ6RL/ECQN9gaOA7EBQQTICQEOiRNKE1sPQgjaA8ACIgJIAyUGEAiLCKQJZQc1BF8BxP6G/jT95/sM/QQANQMeBRcE9wHN+2Xy1Oub5rXnE+gk6y7wmfPD9SnzRPA87TzqnunL7FLt6u2S8tv6G//xAjEDmQgfCRMIigMN/Qb8LPXL99P3Pfvy/EQB3wRFBKMEdAOyA/QENQNCBfEIpAu7EIsO3A+cDKkLSgj4BqYFPwToCMEL8w1vDOcLtQngCIcFZQIrAM8AXgE2BbwGbwePB0cFAwS6/1L8+Pli+/X70voJ+MP1D/OI7lvpM+Ze4/vhWePM5x7qJuyd7EfxZvGR8iD1wPW1+7cAEgWZBSgFTAGIAt0AWgBl+9n6pvoH/Hf7j/c/+CT5YwGsBPcIxQekCEEHnAdeBbMBYADLAMsCRAKEBNcBUghyCwUTTBaWFecSqQ6fC1IH3AOD/sr/FwDhBKkGygkWCWcMeAskDPIHBgLx/V35U/rN9o33ffZw++b8Kf02+QP17e9t6uHkXuBm3OjaS91q33TjDuWw7BHxQfiP//QHERFjEkcTJAymBnH/Avjy8sDt+uxL7avzGPnp/asB3AVqCMEJfwiPBygGBAXIBWEEtQStApIB/P9uAN7+bf0p//n+iAKBBPsIAhCYFSwaXxkMFzISsAo5BGr+kfiy+Nr6LgGRBn0Ljg0ZEPUMfAi3ArH54fYZ8XPv1e6083H3xP1d/EH5WPVE7f3mVN1U1uzSmdJq1aPdieYx8pH81wSICwoTJhUgFW8PPAYPAiD7xfbH8aDsdOu57QLyiPX2+a79GAOfB8AKiQuTDM4LHwuACRwFaQNN/sH9hfuC+0X6D/x+/Cz+bwISBJ0JoArSETcYOh2TG+oV1hGVDAMEx/249/zzMvgU/TsEjwmLCzUNYQ9JCdECuPir8CvuluqX63Hv4PIQ9rH4LvSH7mTlctvn1gXQrs1Z0Wra+OZu9WIFnhflI7UnFyWHG8gQdgFY84vnoOBI3czhh+pP8+77RwILCZAKngmrB6EE1wPaA5AG+QlVDOoMNQv/CLsDd/2f9gTz2O9r8I70E/xTAzcLPxI6GOIgSiKkIPUWEBFHCwcDifu+9+DzyPaE/d0AWweACNAJbwvFCZ8Ch/yN8mLvNOs36J/rwu2472jx1/CL64LmAt3m133Qk8zR0Ovagujw96wO2SJEMcovJSpfILIP/fuH6ufcKdOX1JXbjemT9BD+EwdZD6oQCAx6BiUDQAP9AooHFww7D30QahAdDkkFxvp+8B/sr+cV6PXsvfYAAjINBBi5H9kowSfFJmsbsxIxCW3/evdJ9ArwvvI7+gT9igWeBgMJGQpYCGQCD/6g82LwruxK6mTruurx6aTpOeiB46HeC9ec0Z7NGM+01t/jLPQKC30iqjJ3N542di1sHdMG5+8C3QPPLskwzL7WM+Rz86EAEw7TFGMVABKADqIKrwf0Bu0IvgxMDmAQCQ95CqMAGPfO7Rfn7OFm4t7ogvNGAAUO/xueI3UtBy8tLichQxXZCgz/LPSK7p/qEOzq8133GwKhBaEIBwrXCSEFif/e9HbwjezL5wTn6uaZ5knmYOR84MLd6db5z53NAtKU2UvnWfreFPAmMzCfOIs7Ri8KHMwFTe9R25bLw8XByELRsN3F7nMAPg5zE0oWOxjtFboO/wpUCeIHMwhtChEN/wxICDECVPxu83zqBePI4hbmIu0F99oGkBNtH90sATRDNJ8odiDAFXQGBvei7f3ly+cK6mjvrfrV/mMEbwj5CfEG6f5Q9qXy1+0j6OjmCOUn4U7hh92B3OzWJdF6zdbSZ9dj44b1uwn8HhsoojVhOzM3LCWdFg8Av+tp2eLLA8mFyf3QFN2p7/r7lQhCD0cXfhkAFpcSHBF7DlILawxeDAkN5ghVBZcBvvpu8fbpWub65NjmZOyy+CMHPxM9IJErWjErL5YpFSHJFPAFBPmc8GbrPumL6jnwCPa2+8D+UAI/AgT+LPjo89Xvg+o258rkI+PO3t7cC9w62VHUG9JO1gXdIeeM9CAH7BWdILEqADI4LyIkPRdGB3f4oOfF24PUF9Nv1UjcE+dj8mX7pQJtC3cQRhFTEKkR5xBnELsPVRCCD/AM+wn9BaMADflo8Q/sPeqT6EXrKvIw/RMHExKLHeglUSgMKEAlfh1JFFYIuP8/+M3yrO7a7mPw4PIc9Lf1+/bZ9MDx1e+w7WHqJ+hb5Nrhv90F3GXY8tUd1BbYA97B59r0YwNBEUkaISXyKVsq6yFmGS8MEACZ8lDnsd9D2/rbD97m5fnrGPRK+RcBNgYjCZYKogzaDpoPGRHiESgTzRGHECoNSwmcAkb7KfVd8FrtYOyS77v1o/ydBWQPixfQHEMgKyHxHrQZWxLkCz4FIP/r+cX2DfU/9Dry1PFf8HPtfOrQ6ETnZOR34Qjfzt1T2kXXTtMG0wDVQtoE4n7u7/0nDL4Y9iMeLT4u7CqXIn4YowkP/LHuu+Sj3TLaHds+33zlNOuZ8k35tf8pAnMF6geECq8Llg69ETQU4BXkFiYXaBRwD24IwQGY+i70LO8t7rvv7vIb+XYBMwm5D08WxBlbGzkZXxb5EtAN5whFBBIBN/7++/v3DPZ88n7u6emj5k7ic94128DYFNZa0k/Q4M1azgnR8tgR4j7w0/9eEMsc0Sl/MkE0/zCgKTIfUBCvAgL0Xekw4ETc/Nnd3IvgWeZh6+nx5vd4+5z/4ALpBo8JJg6EEfgV4hjUG+kbhBuIF0oSJgs4BL79f/dG9Hzy8fON9uL7MAGKB4ILEw/0ECIS2hBlDhEMuQn8B2QF3QN1AQH/c/tC9xPyRO1d51zhU9vQ1gvSeMxByK/EssRXyCPQ99py6fn6pww/HHoqYzWKOWU4AzOiKXgc7Q3m/ybznOny4Vzegd323vDhIeUc6qPucPK19ZH67P6aA1MIrA6EFCIaMx4QISoilh8UHIcV/Q9GCKgB8vsU+Y33KPce+e/8WwDIArMFwQdbCTcIgAjEB+cHBQedBmUGOgXgAjD/sPsw9y3xF+o945XceNYLz6jIYsI6v7zBl8dM0ZDeyu/OAY4TgCSGMUU4vjn9NyIx4CV2GAkL2f0K9FXriOWz4i7iT+PT5PrnjOod7X3vwvML+Ib80QGgCMkP3xZWHPcg0CPQIy8h7BxEGH8RcwoJBJYAU/3X+gT7jvzy/S7/YwBaAiIDiAK5AuACqAN8A64DBAQXBCkCEf+G/FP4z/Iw7Mnkqd5N1urNnsYtwGq/H8Ouy7jXOOix+eALgR02LX818TjqN+QyiinmG5kPoAFF+FrvEup65n3l0+UA55rpzutD7R/vyPJv9lX7lv+FB5ANyxUVHAghCyT4I48iah7RGTESJgt4Ba0BvP31+1779v0k/6YAEALrAtIDDAPuAlICpwIBAogCiAIHAof/ZP1o+v32AfHe6Zzjfdy31KzKxcLVvhzBsMbu0Lrf/vI9BmwYECoWN2s8cTuVN3kuiyG3EUkDVfcX7iHnJ+Pm4oDk0eZV6Xnt3fCJ8tL0rflg/o0C7AcrD2QXfx2IIWskKSVrIrUdbBdsECoI9wD3/DT7tPlC+j79dwFBBPwF6Qe/CBYImwZqBZoELgR7AlICZgGB/+n7ePit9MHv8Of54DXajNLeyGnAyLw5v+jHS9MN5Y35aQ5pIQk1FEA4Q5s/ETnXLG0cJQrS+WvthePi3i/cVd6K4U7mmOpU8aH0uvcA+8wAMAYoC8EQuhf4H54kjydMJ+ok7B7RF2wOIAaB/K32nPRI9Uz3GfuBAGUG1AtPDikP6w53DcsK0AgsBmwE4gFsANT+0/vp9u7xuu3551/gm9c7zwDJSsAJunS8xcaE1bDmZ/0jFewp7TwpSR9L6EUKO3Yr3he5BDnx+eGH2U3WiNb92HzffOcA7i71R/s4/wEDcgjtDgoUvBlsH9smySq9KjcogiHQGSAQpgP2+Xnys+0P7l3x//Y1/pUGFw7WFDUXvhbSFWkStQ6/Cu0F0gIYAGT8nPna9ZDwx+tR533hONp10bXJlsM6vCu6ZMFk0ZLkGfkKE+ArxD8ATqxTEk9WQRIuvBgPAonsytnSziPM0M6y1GLcSeg282X7eAL3CAINJRAUFV0anR+XIxooNyxCKxAm5h1vE14I2/s98KnpQegE6uPv5vmJBY0QkBg2H04isR/DGrwUJg6VB2UBdvyl+d72F/S88DXtIOlw5M/eTNmH0XrIZMDQupC+a8o43cfx+gsLKUI+Q06/WP9VeUZQMRwasAB757LTCchtxb7J5dIz3//snvv+BIMMIxPPFZ4WChinG1cdZiHSJIAlpyUxIeEXiQ5nAqr28OwB5xjoa+2g9c4AXA81GsMi1ic7JlIiJBvDEHQIpgAP+rT2yfT18zLzxvCw7KDq6+UV3znZ9s92yEvAGLv+wEfRw+ir/xQZKzWvSlBWDledTaA58x3YAzLrQdawx7bBtseQ0xLiTO9r/UULYxOpFmAY5hkGGO4XPxqGH48ityCwIDQfCxfsCxz/y/OY7N/mUefl7yL75gZUFb4heCvhLFEn6CGMGFMLcgDC+Dv0QvKn8fXyDvW789rveu4+6nbksdrg0AzLmcKeu8/BpdVm7pIFwh7TOjxMS1R+UmdFiyz4DoT0ud7pz+rFsMX80NDhkfEO/lQJ7BS7GLAXEhnLF88UchP+FwMgWSDwHFscRRi0DsoCavVS7rDr3OlZ8bv+Qgr0Fksi7yshMDcnlR09FRgJXv189RjyJvP883705vfO93fyMu5U6oLkj9yJ0QTMvsYfwELFi9cw8mQJfh/ROH5ICUwzSek8IiTkB3zvvNzL0efLWM2B2r7qkPnDAzYLuxLWE9UPFxLCGscbcRvsGvgjpit9HtkUExAiARP19uy65rLsivEf+74PlhyhIfcpbyuFKo8iUg42BZgAbPXX8ln11PVJ+fD4gvcT+PvuFOWx4lndotXczZjG1cV2ymHUDfHXDU4gJDV/Q1xHvEZINvQcjQVg7Qfb7NGWz3jUxuBY7o0AnwsIDusS+hVTFUQZyBdIFvoYVxlMHiYd3xUTEMwH7f2B+Mvwi+0E9Dr9hQj2FW4cMyNuKGslySGnF8QKgwN2/An3zPe29qT3Qfvy+jH3rPPY6cnkv+Ar2i3Vc87QyaTG1M3u34r9mxJrJgI/vEW6QSM+dCsuDzr2VuIG1yHRw9IV3PvrYfmtCI4NIBAnFXUTSBORGcobQhpSGwscZSAmGXAMUQYX/urz8PH97zr0rP/oCOwVSiK/Ih0jeyQXHskXlAvmABf/+fnn9o/6w/mp+DT6zfaq8gLtSuJQ3pnbmtPHzwTLJ8akziPg0gAmHaorYTzzRMpC2Dj8ImQFau5u3IrS0NOb2PjhlvJ2ASsOIRJBDmEQzBEmFCIcOhxDG0UadR3CHmwSWwcN/pr2/vLL89/zRvuyB9QRRh3dIvAg1R+SHW4afBKHBlABcv29+Qf60fmJ90r3J/a48iLt0uQd3kzcotqG1IrMssY0yg7awfdUF84reDtHQ/RBljrIJqsH8+tL2vzQ+9CF2CfkCvNvAzUQohTLEHEOhg/9E2MdoR0BHCcbeh1qG3UPpAV/+/jye/Hx9AT3CQDTC14WRiA5Ig0eUhu/FwYT8wxxBdUBI//a/Ib+Bvu49Vz0gvL/7cLo3uGT3ODbYthL05jNKsgdzgPkngXGIwwzXEARQvY8mTDwFuL22d0u0Y3Oo9eZ4f7t7Py2C+0ToRN4DuQN6RCnGx8iAB+1GsobJBxPEM8FyPo+8BfwgvXU+YIDxws8E6QdayGIHJgXhBSuEk0PZQn8BFgAMf3Y/Cb5V/OF8AXtgurX5yXiD9wk217Wx9D3y1bGLtGd7QoV8ywCO4xD7D7HNmQkPQej5yLV/Mwv0u7fb+pn9ZEEuQ6KEcUNDwyCDXAX4yTwJNMgFRz0G00SxQbA/Gbv5ezN86T6fQM3DNEQ0BguIN4b6RQUEpEQ9RBSDqsJpAPI/7r9XPj18ULsKOi15u7lHOMq3SPcKNi40mrLrsSKzn7tLRWiLIc+80XMPeE0zSIWAwbkFtHmyivTp+Hr7N/5jgb3DWAPdAtlC9UO+BuDJ4wmJCJiHxQb/Q2XA5v3Du1Y7z72+/y/BrMNWRD8F0kb+BPgELcRcxGBE5sQFQqfBKz/aPkw8gTr8eQL43nhdONj3TzZEtgA1IDN+8S0zNLphhOkK1E/0kiIPY0yuSJoA2fkGtA4yb7ThOMu7ZT4YgW4CbcLLQqCDMEToyAXKpIpXSUUIGUV+QoGAeLy9+x+8br34AD0CQAM0BB5FZwUuhECEZ4QxBKgEz0PUQnAAhH8QfT07Qjna+LW3onftt1n2mrX59HCynfAV8mv5IENvCrCPYVJi0LhN3YkIAW75QfTV8t607DjQe179sABYgVbBukEvgcDFNEjfyztKsYpYSSWF0EMhwER8oDtJvMq+PMALAgICZoNHhH7DqcO8A9xEZsVSRdKEtUK3wNO+ovw6OiB4TndFd3y3TbbDtlq0tHLxsOvwh3WA/p/HLsxV0TRRVo8IzBdF2L1t9wz0VTQBdz86Kzxxfmq/jMA4gHjA3oP+x9XK9AsZSwkKSMduxFAB1v6uvIa87X1Kf2DAxkG+wnICVAJLAvuDJoQAxXQFyMVZw6YBez6pe+45g3hatuf2vzZi9iy1QPPpMYvvUvHpOUMCJQi9DnhRbdBBjzyKGwIoeqA2RXVVdsh5NLrMfRv+Ob5Lvxe/ZwFBBZIJI4qFyzELFUlOByYEjIES/mM9q33jPtm/xkAMwRiBQ8E8QWmCIENJxOHF0UWhRHSCTYAK/UA6mnh6tsg2pHXudZx0xbNScOSvJrHHeXvBpUgFzXMPvI/4jvUKSsMEvAr4GTeW+TC6C7sv/AZ81j1/vbO+HoDVxMXIJQnDCseKrQlHiH6Fo0JaQCR/H/8kf6W/hn9Wf5j/pD/DQPYBmIMPhM7Fj8UoA/2BjH9XfN36XLgX9vq123WJtUUz+DG4L4aw/rYXvWMDnEkPDOMOEY6tTAiGqYC0vDk6frrj+5Q7kvvf/Bv8eDznPXx+/gGBRKCHJokGSaZJFckxh6EFZ0NQgddA5ADqwLP/uH8Bfvq+5H+DwE1BeQJkg1vD6cN8AYr/gH1oezr5Hzentml16LU4c7exofCss4d5JT3IQoPG0Ikgit0L0UlYRQjBRD8TPnn+ID4ivYE9P3y8vPY8vH1Iv5WBMYLlxT4GSocRB+yH8QcgRiuE6gPMQxjCagGzwJ0/r38bfwU/ZAAEASZBRQHuQayA1f9F/ax77roSOIU3tLaRtUj0FrLv8zy2KjnWPVyAyMOIxaJHVQe9BczEOUIdgURBSIEcAO3AM38Lfrn99f2y/q6/ikBvwWeCvgO6xNLF8wXlBeRFs8VtRSGEisQwwwbCPYEDwMDARoBVgKEAmECBwF4/jb65PQ/8BbrDeXF4LTdCNkO1E7QEtLu21PnrvES/W4FKQtKEQoToA6oCs0IAAikCLIJWQqHCKUFUgO7/039av+AAV0B/gLBBToIrQvNDhMQ8w8gEIMR6BG+EPAPLw7ACqMIQAc9BVsEagTPAw4CzP8I/Vr5NvWv8YDtjOgi5Z3iut7/2gPbTd9f5cHrJ/Nc+Bb7pf6RAaoAOv/Q/+wA4gIHBlQJsQrECrUK4QkXCAcI/ghqCLsHDghoCA4JdwqHC0ALTAorCoQKFArXCewJpghcBxYHIQfDBsUG6AYTBtMEjwOZAo0A+/0J/B/5xfVe8zfwQuzX6TrpeOpc7ITuxO9676fvP/Ed8rvxevIj9NX20Pq6/6YCyAM7Bc8GzQf2CIkKFQsAC14LFwxcDA0N4w3FDbMMTwwADWANkw2KDZMMKQtJC0MMCQxFC4kKkAm9CAIIswaqBJIC1wD3/k/8V/m09rfyje6q6+/qCuzD7cft5Osx6vXpuOuI7EXscux27o7ya/hr/DD9Zv0Z/6kBCwTuBUEHnggFCr8LCw1UDukPAhGlEC8QOxH+EvsT+RO2EpoR3RFiE38TNhF2DysOag0fDHAKDQixBb8DKgFs/sH6l/fh8tDsaegV54jpD+y46n7n6uS45cLogum85yrnxurv8Ez3bPqZ+sD6ov3PAKkCjgSFBz4KnguZDB4O7hCNEycUlhJyEmAVZhiIGHwWQxSgE9gUwxVJFK4RGhBND4IN9QpoCAMGZQMoAVD+b/t4+H30X+6o57PjfeQS6BDp4+Y547XiJeXI537mqORQ5hTsPfOj+ID6UPow/Dr/ygF+A1gGignhC8MMUg4EEVwUwhWuFF4TPBW+GHwaCxmoFkUVvRXxFvMVQRPKEMMPMA7xC/4ISAZbAwwBKf5h+yH4K/Sa7sHnD+Mg48nmMegU5iPimeFV5Jrn6+Z45GflCuuV8j742/q++k78ev+dAjQE0wbfCeALtwxODj0RsxSwFsMVVRSiFTcZDBvnGWMXBxZDFk8XuBZDFKgRZhCvDu0L3ggvBkYDbQCf/eP6V/c+82HtB+dr45rk0Of5507lR+LJ4sDlSOia5ubkNufm7c70dPkf+577z/3uAKQDCQX7B4ILWw07DcAONhLIFSwXrRU4FEcWmBoaHAAaPhf3FZ0W1xceFxwUxBGHELwOhguACOUFKgMiAA/9tvkh9jLy1etE5ffiD+bl6D3owuQx4mLjnucw6Y/mPOXN6BHwcfeQ+8n7R/wx/4kCjASKBpcJRQxfDRYOMBANFG0XwBdNFcUU+Re9G+wbfxkGF3YW4xd5GEcW+BJdEfkPcw3yCdwGMgTUAZ/+2frV9kPzhu4H6KPjWORV6Hjp+OYQ46Pib+Zp6hjpzeUS52ftxfVA+3r8lvvk/eABJAVxBooIkwt7DVsOPw8GErUVHBiZFswUDxZMGmMc2BrIF9sVxRZ2GK8X9hMpEf4Pvw6AC6MH7gOuAWn/d/wB+Gnzoe4Q6Vbkq+NV58Pppuip5GvjuuVk6t7q5+d05oDrGvQp+6f92PyP/QYBjAVVB7oIwwqSDWEOnQ9/ERIVrxfCF5cVNhVcGJobfhtdGPkVvhWhF9MXWRWeEeoPtg40DPIHIARFAf/+9/vD96Ly1+3K6GDkUeNm5mvpAukP5k3kaeZG6grsgelU6L/rwPMV+97+Yf7Q/oABWwXvB4QJ7guBDY0OSw+8EfIUQxgmGO8VHhWWF4kaiRoiGBQVpBRVFlMX7BRcEVMP1w2fC40HRwOF/yv9VPrq9R7wd+qS5d/iVeTw5yDqbemO5zLnKeph7ZjtCOvY6gDvtfZy/WcAFACaAKIDqwb1CDALBA3kDacOjw8uEp8VKhjzFtcUthS2F7MZGhlSFksUPhcyGD8XlRTREIIOsQ3ZCHMDEP9D+ln4qfSw7sDnfuH23Cbd/ODl5q7qtusZ7N3u3/OY96f2VvNd8+b3k/9rBU8HawW4BV4HCwq5CwwNMA3TDGUNLg8HE30WkhiqFv8UnBVXGD4Zexc5FI4RDBJ6E00TJBAdDRgLXwjRA0T+dPg381nvqeqU49vbpNZ51r/bY+Sv7JbxOfQg91X8HQCHABv9EvrA+jMA8AZ9CvUJggc0B54HoQoGDW0N+QuBDLEO/hImGNka2BmFF5cX2hj4GYwYkRUiEuYQnRG7ERgPmQsJCLkDY/6v+Erxs+mN48DdN9Z5zZ/JMs7S2vHpwfhoA2oJBg4QEw4UZQ3YBDz+8PqU/CYC/gS0AmsAYABeAQcF+QlrDIEM4A6fE6AZIR/1IQAgmRsxGgcbGxoBF4wTRRC9DeUN7Q2pCkkGHwKq/Pv08e6J5yDh3drK1lfPpsf2x/bTreYp+dQLoRYMHJQeRyEBGhQM6P4Y9aXur/Cb9775lPgu+u/9cQKrC+cTSxcLGPYbIB+zIjwlcSRpHc4WChUWFWQTkhGnDxoMOwpQC5cKowa4Aij9bfW97JPnoOG63dXZbdZGzo7IT8++4Bz37AmeGpsgGiRZJH0gSBHe/p/wc+bU5OrpQfNK9hj6g/5XBqAO2xjKHx4h1iDQIKci2yL+IZYc1hQpDzcPjxAwENUPvg7JDAIMSAvvBwMCavve9I/t/ueC40jhWN6b2qHTDsp3yv7Z8PRhCZQaniTkKBMnsCF2E+X7L+oc4ILg3uSv8FL4Nv08AQkK8BJXGigi/iQgI3ofMyEtIYIe1xi+EcILjAu7DwkSBxJ6ERoQgQ4PC2MHaABV+CbxtesB5/ri/uOg4+Xg0teVzDnIWNZR86wM7hxqJvkpyyYJIZISuvq35pHdwt405rPx0Poa/w8DdguDFOobPiRIKDgmcCA8HiId9BlfFUAOXQnxCvYQyxVDF/gUiBKPDrcJywTB/aj1s+9K7G/oIeYY5u3mVeIA3FrP+cUc0Xjx6Q3jHP4paSwNJmMeiBNk+ObiX9qS3pLpBfUu/wAAZAJdDHIXahvAIZ0oaCclItMfaxu+FK8PJg1RDKwNBRGZFvMYeBabFDgOXQURAN/7rPVE8N/rBOd15g3rpuwZ5q/aHMpRwTTQfPKUEN0gOCzALDEmJx3kDIXyS99+3Y3mmvI2+Rr8e/rhAB0OsxZcGhEhMSs9K1Um9h36E00NVw7JEMMQHg/ZELUY8xu0GFYSHgkoAv//k/sa9HnstOg46Obqheyx6qzj0NcWyg/FUtck+NoSayHnKson0B4TF3UHsfEU5SvnQO/w95r6vfj792MBPAs1Ey4a2CQ9KyorIibJGhMSQQ+XEWwTNBJWDlISExjRFzkUfw7FBq8CY/5j96HwT+vs5g/queyF7pDo5eJc1PPG28s75VQDPxMSJB8nxyDkFC8O5PqW8HTxg/XS+U37C/t89+v6Q/yVBXcQ3x6JKTMvAimMHr8WYRHZEZgUQhRXEVASuxWbFtoSFQ7tCKEFTQEd/b/12+7E6eHoiOqu64LpvuNJ3FvRDsr02fD1kQi4FAMilSMzF58QIQV1+Un1cvxz/vv98PjK+ET69/bd+tsILxjEH7ct6SrGIBsa0hhoFMcSEBKgEdgVnRZQGJkTPQ07CJwGVQB1+tD0RvC96nLm0uj/6DfoceJN4H7RWM3M3OT03QT2ERkeGxieFGsOeAcg+5j+AQNDBtUHqwE6+VXyhfLf9/oFyxAQHeEmJCh0Il0d3Rg8FlcYWxwPGzEajxj0Ez4MrgbUA/YBTQFM/ZL5xe+Y6EnnR+vg6+HoJuex387VkNUs5Hb47AWsDm8Y3RM7CjMFvwGz/HMCWwlWBsgHJgRj+pHwi/R6+wEFYxGCGnQgnCEIHbIUJxJNEJ0VXh1oINkdXRkGEg0J2wSJAHT9VvwE/0T42e556jjofuj458fnBuPg303avuE/7zf7Hf7OBrsL/wUcBXwDxAKVB2kUGROEES8GxP4P+aP2Nfdk/lAGlQ+oG+4ZShUqD+8SeRTPGMcb4x7sHJIZ4BFSBwwB2//uAnoBQP3u9YLzf+6P67HoveQa4hDiuN9m2cTfPe3Z98r9LQR5B34CbgVPCpwNyRBeFKIXthKjDNcCKv6h++r76/8TB2EMMhD1E7QNewu7C9YP2ROHGsEc6xntE7ANlAdjAbgBMwF/APr8bvoO90LwguvM5yXiAd+i31zef9/26Hjv9/L08jD7QgDYBHsK8w3FESoWFBytGhcXDg+ZDUIG9QGSASQEgAVyCKoKyQaOBQwHCAyJDNYPeBBfED4OZwz2CRYFVAN4AvYAz/xd/RL+HP1g+S30ju1G6FjmSOTh4tLg0Ogo7GjvafDh9oT6Ev5AAo8EhgriDhAZJBjVGBYTXhFTDLcKewh/B2YIxAnDC4QHlAeBBgoJOgcGCHIHpQjCB8EHMAX6ASMBhgCs/kf8//s2/gwBt/+7/f751PXL8YPwXu117Krtc+0e7Qzv4fFl8ob1svfz9qj53wERBw8LMg8mDWgM4wvIDLcNCw5kDQMNiQtqCooKJgn8CJgG7wX8BeQFFQaPBVYCwv+p/j7+Qv/1/xAAjP7K/Uf+uv7XANoCfgG3AAf/xfuG+Dn3n/X09ZL3hfhh+EP3Fvfc8lryxvN/9eX3RPxP/+4BMwPnBL8FIQRzBfMG6QiQCSsLpQqGCY8G5AUyBMYDTgWOBQgFFQXpBG8CDgDt/pr+af1p/nr/YwDCACsBKQCl/nX+0v/w/xgASQCBADn/Mv6T/Uj8ZvvY+0v8h/tg+1L7W/xx/Nb8Lfxl+8P7Ff3X/Br9lv61/kb+Yv/3ACIBHQC9/yMABwBsAQUClQFSAd8BfgLdAT0CtgLSAFMA2QGBARgBtwL/AeT/y/8WALr+b/7u/m/+zP4tARYCRQHUAasAWf/C/q/+kP4Y/2wACAH9ARUCDQF3/8f+6v15/Uz+YP/I/wAAowCg/6D+Lf45/b/8eP13/lX/9/9KAMr/QP/C/pX+zv4X//D/cADHABEBwgA4AEwAAwDZ//j/4P93/9n+Xv4f/hn9z/wP/oX+Sf9nAGMBmwFZAtUCWAKvAiMDGQMOA5ED1wKUAV8Ai/9X/3f/PgCtAN0ApgAvAHH/wv4v/in+fv7U/nj/3P8FALD/ev/w/jr+B/7u/Qb+MP6R/mj+O/6B/t3+W//w/28AYQBMANn/Uv8D/8T+Av+D/9T/hAASAdEAbwDb/0j/+v49/97/nwBWAbYBnQHnAPP/Pv/u/iX/rP87AJUApQBMAKr//P5s/mj+mP71/jz/J/+x/sn97fxL/Fb86/y6/Zj+Y//P/7r/a//i/nb+N/53/uX+g/8lAIEAfAAfAJv/7P6M/mX+j/7M/iz/ZP9z/1D/H//e/m/+Sf4p/lT+tv5u/9n/UABHAOT/Pv/A/l/+Q/6P/uD+Yf9h/6f/A//h/tD90/2M/OD8YPpR+nIAvABMAHIBKgFB/JT8w/yh+538jf/oAJwAfAG4APj+F/1w/X38A/2k/ggAGwC6AJ0ACv/0/Wv9Df0v/R7+/P68/8f/m//P/jD+a/0L/fT8kv1I/tT+Y/9r/+v+L/6q/RL9/fw4/d/9bv7T/gH/rf5E/sD9XP0z/WL9sf0Y/o3+0v69/mj+Cv6r/W39ev3E/Rf+c/6s/q7+if5K/vT9r/2i/cP9BP5K/n7+i/5o/iz+6v2q/Yv9kP2v/dv9CP4d/g/+7P28/YX9af1m/XP9lf3C/d795P3Y/bT9jP1t/WP9aP1//aD9uP3L/dD9wf2p/Y39ff1+/Yv9p/2//dT92v3a/cr9tP2l/Zj9lv2h/bP9wv3J/cX9uP2k/ZT9h/2B/YH9iv2Y/aD9pP2h/Zb9hv10/Wj9af1o/W79ef16/Xz9e/1z/WX9W/1Q/Vf9Yv1l/XD9ev19/XT9cv1m/WD9Yf1l/Wj9av1x/W/9b/1s/Wz9Y/1c/Vz9XP1f/WP9aP1n/WX9Xf1X/VP9UP1P/U/9Uf1M/Uz9TP1J/T/9OP02/TT9Nf04/Tj9Of07/Tj9Mv0q/S/9J/0m/Sf9I/0p/S39KP0n/Sz9JP0g/R79If0j/SP9Iv0k/Sn9LP0r/ST9H/0h/R39Hv0k/Sn9Jv0n/SX9Jv0p/SH9If0i/SP9H/0h/SH9IP0e/Rz9HP0a/Rb9FP0Y/R79H/0d/R39IP0b/Rr9F/0U/Rr9GP0c/R79Hf0c/R79G/0Z/RX9F/0f/SD9H/0c/R39Hf0h/Sj9I/0i/SH9Iv0p/Sn9Jv0k/SX9J/0n/SP9JP0i/SP9Kf0p/Sf9Jf0p/Sn9JP0l/Sf9Jv0p/SX9JP0m/Sb9Iv0j/SL9IP0f/R79J/0t/ST9I/0p/Sj9JP0h/SL9I/0m/Sr9KP0w/S39KP0o/Sr9Mf0v/TT9NP0y/Tb9OP04/TX9NP02/Tf9M/0x/TH9N/08/Tj9NP00/Tn9PP06/T/9Rf1D/Tv9QP1G/Un9Sv1G/Ub9SP1J/UX9Sf1L/Uz9Tv1L/U39S/1L/VD9U/1Q/VL9WP1f/WP9YP1g/V79Zf1l/WT9Y/1l/Wv9a/1t/W/9c/1y/W/9cv11/XL9dP12/Xj9fv2A/X39fv2B/YP9gf2D/Yf9hP2F/YX9if2O/Yv9jf2I/Yz9jf2L/Y79jf2Y/Zv9mP2R/ZL9lv2Y/aD9o/2j/aL9p/2p/ar9qv2p/a39r/21/bj9s/20/bj9u/3A/cD9wP29/cD9wP3A/cT9xf3F/cn9z/3N/c/9zv3S/dX91P3X/dr92v3d/dv91/3Z/dr93f3f/eT94/3k/eX94v3g/eP95/3m/er95/3m/ej97f3u/e/98P3w/fH97/3z/fP99v33/fX9+/39/fv9+v38/Qv+Df4P/gn+Dv4W/hP+HP4b/jv+H/4h/iv+Pv5F/lX+Tf5w/nn+ZP6M/qX+0P76/h3/H/91/6f//P8BAHUB6AG7ARYCyQEHAScBMgIZAUD/l/y5+nj5yvng+gz9Yv+hAI0Bu/++/bL7EPre+cP6L/yU/jkAGQCBAGT/Ef7C+4v7Xvqs+qb6CPztBZIGXgMmBboEUf5h/T7+Wf2oATkHhQlBCRIKHgYeAXv9ePuL+fr4rPrv/Hn8DP8ZAyMDJwJ0AUX/5vtm+jb6uvxm/V0A1gAc/+79YvvF+dj3Dvju+Q78yP2B/xb/6/y/+8n3ZPwpAUkCrQYvBtcCmgAe//r6y/uQ/1ADDQSZBogFuQDu/T77nvhg95P6G/5X/8oAOgJ1/rn7M/ra91v3wPmR+97+6v5nAQEAvfwN+yP41vVB9yb67/1oAmICSAQvAVD/Bfxh+xr7avvC/BH93AItDjERzA73EB4LTgIh+s3yH/EN9u/7/wGOCnkNEQp4BocAa/o69zz3jvqD/lgDRQf5BUYF/QLF/gf+f/50/3cB1QKQAhYAzPx4/Dn6CPp9+jr9SQA/ALD/UP4G/jv7mfta/TAAygKcBzEJRwiNB60ElgIGAHEAof5W/7X94//i/pj9gf3p+iD7pvpy++D6V/7p/UkACAAN/yP+gP0B/4wADwGXAroCtAE9AYAA/P+4/mwBwQBMAVIA1QJX/1P/N/+f/lb/K/4sAOz9OPyd/Nn8vfrt/hv/EgAL/+b/tgC9/Tb+iwA4AT0AZAKQASkBmgGtATABSAB2ATsAPf/ZALn/fwGmAHQA6//b/j/+X/7E/Tf/kv/X/tkBtPtJ/jn+z/q9/dj/lgBoAwAChf4xAF/8N/0wAK7+WwIwBCkAMQEa/2b+Nf8p/9oCAwFtAdsBXP0O/lgAOf6IAaQCnwA8A0r+sP0t/r39qP2LAL4CsQKZA5v9Fv6P/Qn/5P3V/68Gw/+1/u0Axf4H/Vj9pQEaA38Ckf7S/+r8df27AVgAXQNZArX/uPxh/QD7lv8aBZwDnAB9AqEB3PqH/zz+i/xCACsBigEeApoAZ/5M/rP/RQBmAj8ChgBoAiIAkv0y/loClgFn/8cDrgK2/Yr+K/8P/bkCoQIMAckFhwHE/cj88P3B/9X/ZgG8A80CK/8kALD/rgAHAY0CVgOD/qMAev/T/AgByALGApsEm/8w/NL/6P2+/2ECwQKH/xL/9v4Y/4j+7/5qBWEAhABhAk4Cfv77/J39eQB4AcEArQNK+/X9vv4G/SIC2v6k/i8AvPyn+ub+If7W+g0EBwNF/a3+rfjS9hYAJv/JANYE0/lL9pD6D/g//ZMBtf6xAZT+mfnk+CT5S/m8+1b8j/7U/eL4kPdt9k30Afcy+an4mfVS9KL2x/E89Z32r/I/8+/4GPlT8JfxNflV+Uv6YfaC7jz17/Uh+kTxGvNw/Jn6VPmb8qD0hfaF/qv8nfik9jf77fqk+Rn6YP/bALz5pv4A/6v5r/wtA2X+dwIxA7X8cv4XAbb/HQCIABMBRgJ6AF7/kP+2/zIAEAEiAbgBZQFNAUABlgAzANcB4QFgAZQCXQLPAa8BrAFVAokCygIAA7cC7gKxAngCjQI7A6UDNQNIAyAD4ALgAq8C2wIeAwAD3QK0AmYCaAJTAhcCGAIpAhMC4AGRAXcBhAFBARIBDQH5APMAwwCNAIgAbgBLAC0AGQAtABUA7f/2/+L/yf+//6//oP/F/8D/nv+n/5n/gP9y/3D/cv9w/2H/TP8r/yL/FP/7/vL+6P7P/rX+pv5//mj+YP5P/jv+K/4I/vP91/20/av9h/14/Wr9Sf0x/RP9+vzr/N380Py3/KH8lfx7/Gr8ZPxY/E78Rfw7/Cz8Hfwf/Bz8E/wU/Br8EPz9+wT8D/wT/BX8GvwZ/Bn8JPwl/Cb8MfxA/EL8OPw1/ET8SfxO/E/8Uvxd/Fv8Yvxg/GP8a/xt/G/8c/xt/G/8d/x6/ID8gvyO/JP8lvyc/KL8sPy9/Mn80PzW/Ob89vz9/Ab9E/0f/S79Of1E/VP9Xv1q/X39i/2X/ab9sP3D/dH93/3u/QH+EP4b/ij+OP5J/lL+Yv5v/nv+hf6N/qL+pf6v/sD+yP7X/uz+9f76/gj/Dv8d/yv/NP88/0v/Yf9n/2z/ev+E/5D/nv+j/7T/wf/R/+D/7P/4/wAADAAZACsANgBGAEgAUwBjAGoAfQB/AI4AmQCnAKgArAC3AL8A0ADUAN8A2gDuAO0AAQH5AAwBAwEXARIBIgEgAT4BqwHOAA8BIgE8AZABSAEkATYBaQFSAZ4BRQEzAVoBdgGJAZYBUgFWAYoBewGwAY8BcgF8AY4BqgGzAY8BjAGTAaEBsQGvAaEBoQGkAakBwwGzAZsBpwGqAbEBwwG0AbEBrQGnAasBqwGdAZcBnwGcAaQBnwGPAYwBjQGLAZABigGAAYEBfQGFAYQBewFyAW8BcwFvAXABaAFmAWcBZAFrAWABVAFTAVIBWAFbAVcBTAFKAUkBSwFPAUUBPgFAAUABPwE7ATgBOQE1ATQBMwExAS0BJwEhASUBHwEYARQBEQETARABCwEGAQkBCgEGAf0A/QD7APwA+wD2APcA8wDwAO4A6wDoAOcA5gDjAOEA4wDgAN0A3QDZANYA2ADXANQA0gDPAM8AzwDOAMwAzADJAMUAxQDDAMIAwgC9ALkAugC+AL0AuwC7ALsAugC4ALYAsQC0AK4ArACuAKoArQCsAKoAqQCsAKwAqgCtAKgApwCpAKMAowCiAJ4AmwCfAJ8AmQCVAJQAmACVAJEAkQCVAJMAkACQAIsAiwCLAIkAhACBAIIAgQB9AHkAewB3AHcAdQBvAHAAbgBtAGoAaQBnAGkAZgBcAFoAVwBbAFgAUwBOAEsASABBAEMAQAA9ADkANQAyADAALgAnACUAHwAcABgAFAAQAAkACAAHAAUAAAAAAPz/+v/2//X/8v/m/+X/4f/d/9X/0f/O/8z/yv/E/7//vf+6/7f/sv+t/6b/oP+d/5j/kv+O/4j/iv+H/3z/fP92/3X/cv9t/2z/aP9j/2D/XP9V/1P/S/9L/0r/Q/8//zv/PP89/zX/MP8x/y7/Lf8n/yX/Iv8Z/xr/Gf8O/xD/Df8I/wb///78/vj++f72/vX+8/7y/vD+6v7l/uP+4P7b/t3+2v7c/t7+2f7W/tT+1v7S/s3+y/7I/sn+xv7D/sT+vv65/rf+tf6z/rL+rP6w/qv+rv6q/qT+o/6e/qL+of6j/pb+n/6X/qD+mP6l/pP+qv6d/q3+qv68/sT+uf6z/oz+xv4V/2H/RP9mAH7/LgTCBB/8/Pzy/vj8F/4H/1j95v5d/+X9Nf4w/oT9WP7+/TL+fP+i/60AXQFKCJUFkvk5/pAEJQSZBB4GYQbz/+cB1gM8/UP7HgDz+c3/GgZiATQBov8GCekChwPqBWACu/rZ/hUB4v0ZAmD9PQXAAjoDYAkFBbUByg9YCqr/lANt/78B5wJYAMX/YgGs/nUCHwFX/m0EjwBx/5gDCP1w/ysHMAJcAM8C+/7yAikH6v9CATr/Mv0jBAAFxABVBLP/Pf3wAaf8GAAvANH7dP3g/UX3JvmS+8z2cfuT/kr7Xful+mr4O/yM/A38c//f/V38Ov3m/DH68/ua/f/8wf74+4L67fhP99T38vqi+cb6e/u79/L2DPiw+Ib5SPoD+rr6ZPra+Sr4+/pu+cT6xf2O/FP6vPp7+oD5hvt8+4T69/nz+YD5LvqK9xL3Kvkt+RP5yPrf+Dj4w/jg95f5xPpt+vL6rfk9+Pb56vn0+az7mfsT/MP7g/ne+bb5iPix+U37//jJ9/n2K/ah9in3Yfdh9xb2ovUi9kX2N/a/9f/1HvZ194v3wPcc95X39PjN+gT8tv2L/iX+M//NAMECCgPgA7QE3gUlBXwF5gXiBSIGmQb1BpEGUAWjAy0DegIRAoEAMv5w+pP2UvTp8zH0jfPJ8VHuPOv06K/n+OYd5C3iD+JK49jgouCo4G3iouYw7snyPvQZ+PP6rP5UAf8Icww4EaASuhWkFt0W7hNkFOAXYBaOFBsSmBGlC+EJTweCCJ8GfgYsBN0DiQOwAYcAPv9nAIr/YgC4/SD9p/kZ9zvyF/Jz9F30A+9m6HbkCd4f2XvT+tFj0mDYRt485KLpnOwt7bftePdSBEIMIw/+FVIaPBg9GOMa8RuwGbgalRz/GjYUAw00CBUD0AEMAuMD3QBE/tX8i/49/0b/7gE8BooKtgo3DaANPQ6dC9ILLwwsDAsI7AIO/sD3h/NT75TrK+Q+3tnXqtFRySLDu8Q4zp7YJt8Y5yfv7/Ic9Cr8uwkvFJsa7h+5JTwnISTMHk8cFxxdGZoWbhUNEfwFk/06+PzzafKQ9jT5S/gQ+qP9fABwAaoEfglxER4X9BliG7AcbxrTFRcU5RLcD20KqwR4+zH0Z+1Q5w7gats/1l7PQ8mCxCLBoL8GxhzR1t9i6ij1y/z6A0QHig4pGakiBSdRKTYuMyvSIyoZ9xQFDuwKuwTYArYBh/zB8LLoz+rm6WfrgfD9/GoAuAVSCk8QDBJmFVwaSCAqJikmCCbZIW0dDBNjD+cLIwfC/Wr4//Iy6hrintuq2SLW79QJ0VXRKdDxzTXJQMqZ0wfgie1m+W4GVg4oEsIRpxR0GW8d9B4UIMciZSALGXcN5gSK/Rz5AfYF9s71tPXp9hrzw+6w7ZfzlfaD/BMFSBE7Fxga/BrIHHAfjx1uHK8cbCAbHS8ZARO1DvIFff/2+cz2/vPs8M7tMugV44Pe695i3fTctNvj3hXerNx72VLZg9ta4sDqkPMu/w8Jmg6QDIENwQ58EUkQvBErEzwVrhLnDUcIIwMD/nb4Dfdd92z59vjv+8b8Yvss+Pj6y/3I/uYBxAkhEssUgRZJF6YZ3hfDFSwVbBeYFrMT2xGBDxILywSeAYn9z/k29sL1KPSS8NXqS+Zy47jhp+BG4Hrh++As34LbLNi31ZjYI98j6Czx0f0sCXsPVg/TDhoP9A5qDlgPgxM6FsgWnRJ1DpgHfwAX+YD1d/Np8zH1rfen+bP77fuf+Y35zPu//XEAFggdELcVRBgAGwAbxBo9GJ4VaBRiFdYUGRI7EBQN3gcUAab88PeM9CfyvvDd7qbsm+mF5uLkQOTv4tXhEeJ74f7ebtvn2JTYwtwL4/jqi/RhAaAKQg4yD7MQBRHtDsINSQ4LEfgRJxLhD6ENPgh2AYv69vV98pzwf/HW8+X16vdY/Cn+W/4n/hABuwLKBVMKTxHeFjcagBt3G1EbQhjhFAkSMRFIDscLMwoVCT0F4QA5/cz5/PWw8n/w3+4+7VfqZujx57LoEOfi5ZrkRuJ53avYF9bu1djZxN/V5ynyHP8SCZgNfBDyEqUSDQ9bDWQOERBEEY4RgBEOEL8MogYsAJD65vQu8DHule8F8WXzzvY3+9z+JgBEAeoCzAXyBkEJ/g0GFDEYfxrSHAgdMxtgF3UUJhFaDW4JvwZmBV8DrwAm/of83/me9Xzxme6O7L/p8Oe050Dojejs587nUuXb4U3cNtj21ZHWktrF4PHrrfeqA+4KHxGCFNMUexL1DpIN8QuoDPUM2w5xD0EPEA0DCdoDwfxe9g/xV+647C3tFvC29CP6sf7nAeEDggVSBpgFNQZbCGwM6BDyFTwathwpHkAdwxrvFfQQXQvsBoAD2gAG//39GP7L/Jz6M/eW81rvXOsA6MblC+Vr5V/m2ebL5hPlEOL+3VvaaNjh2CzchuKu7H/47gLMCqkRURbXFm4UXRHgDi8MXgqxCYoKrgs8DMALBgq9Bh8B5fp19V/xp+3d6yPtw/Dj9Kv5sv7UAnMFBgfLB4wHsgd8CNsKKw46E/0XsBu6HYseUh0tGcgTcw3lB/YCcv+3/If7UPtR+6f6/fiD9q3yvu7w6s/nx+XS5KPkyuTu5AHkWeFC3tbbGNsG2/XcWeJo67L1Sf5pBjIONBS/FQsVxxPPEbIO8wv3Cr4KsgpnCqoKTgoyCNID6/6I+iH2evFU7vjtP+9N8bT0mPlh/sYBXASTBs0H1AemB98IKQvrDbQQFhXMGZ0cdhxnGy4aPBYSELMJYAWSARX+qfsi+wn7ZfpM+cf3xfUB8pTtbuoX6WHnT+WP5IjlCOUI45rgc95Q3Gzb1Nxe3zvlmu2O99f/xgcAD1UTwBRiFEYTWBC6DZQLbwqpCb4J6gmiCSEJdgfLAx3/Bfu79lryYu/g7qXvdvHg9Gr5R/2qALEDAQYnB7IHYwhjCYgLog5jEvoVbxnCG4UcdhvLGIwUXA9RCpcFgQFH/nL8e/si+836IfqF+DH2LPN47yHsD+rb6Kjn/eZm53Lnr+VR49fgZ96l3J/cHN6X4VTo0vH3+pwCKgqREPUTXxRgEyURRg6PC+4J4whyCJEIoQiqCBYI8gXrAbz9n/lc9TXx6+7f7vnvXfIz9qL6bf74AfgEMQc4CMQIiQmsCl8Mig7ZEdAVUxm7GiIb4BpmGJcTBw4KCYoEEQCw/ET7TPrq+dL5svkJ+Tb3PfRc8ZTuLuxr6mjpYOlh6XXo6+Yg5czhlN7D23vbmdwd363lNu8e+SMBzQgQEKkU/hSXE6YRAw+pCwsJ5AfOB8AHhgcaCOEHBAbrAY/9r/k59Y7wx+2v7fnuXPFL9W36Nf/XAhkG5Ag1CmsKbAoiC40MCg6yD/ESqBYwGZIZiRgPF5UTEw7hCJ0EegBG/UL7R/um+3H7v/s5/Ib7pfnG9gz0G/LE7zfuke117dzspuuN6SfnP+P+3UraKtiO2Izard8c6VX0dP7vBkQPhhWuFz8W/BOYER0OZAp3CCkICwjZBxAILgihBtEC4v07+UP0ce/I6+XqYOwd70XzGflM//8DuQfxChENOw1LDDsMGw0FDkAPkREJFdgX7xgDGDkWAxPbDVEIgQN7/wz8D/pG+sP7qvx4/bL+bP91/l78zvm590z1LPMj8q/xU/EI8GzukOtH53fhUNuX1vfTdtOP1VTbAeb18on+PQg0EcwYVxsaGlgXWBTUD2ELNQm4CEMIUwdxB1EHbgXeAEH7rfXB8O7rmugN6JLqv+4P9Cb7owLsCMEM+A/lEfQRLBDdDngOeA7YDtYPZhJuFHcVvhR9EmYP6Qp+BdUAQP0F++j5XPr+/LP/mQE+A5wEsgQTA2gA6P10+1j4Jfbv9N7zcPLw7zntXemI4zfdY9YY0aLO4s4O0y/ajeac9ckD6A5GGCMgQCNWIaUcDhiVEuYMSwieBmYFxgNaAlsBHv9m+oH08e696krnlOUG57LrfvKI+goDwwvTElcXaxnXGTsYERVjEYsO2wyWCyIL8AqfC9sLGAujCZUGdwOhAGH+Wv1n/XP+SwHSBEYIYgtdDM4MwgvlCdoGDQMI/5P7V/is9UnzWPAQ7mvq0eZu4Zzb0dW30D/MicvKzpjWmOFB79cAtRBSHfMklCqjK5snxx6EFtkOPAd9ACP8MvtZ+SH3APWv80/w3uvE56PmEedk6Y7uLPdvAZkLOhVuHdIiNyRlIvgdQBjwEBwKLgSmAM7+e/5z/t7/pAH3AlQDCgJHAqsCxwOTBY8IKQwIEKsSBBUGFp0TIRCPC/4GGAJF/F33CPR38JHtCOwr6vDoguWH4nrfndv413nU2dKN0/bYj+HY7Sb7SAuvGsYl0SrRK2sp1iE6FgQKngC3+I7ybu7w7sjvE/AE8CbxbvEw8Onu+u8Y9N/4LACeCV4U9Rw7I5gmgiYEIpkZChBVBkj95PWR8Urw9fEq9bn5T/54A7YHhgvyDW0PDhJGFOwWnBiqGQcZaRd1E/AOGwnKAQD8Uveq9NXyf/Ey8fvxrvHc8U7xje8n7eLpL+gO5tDiZt9O3qveQeIF5o/sOvWM//MMdxY2HKIcsxyGGQwUYgqwATf7m/XX8i7xvvK78qrzAvUL+CT5CvnZ+Vb9aALvBs8M3BJWGDgbMByzGpEWLw8DB83/0PkR9UzywPKy9dD6y/8UBSoJyQ32EsoW6xiTGJsZaxo1GhYX5BKrDU0JhARw/+T7CPjw9v73J/q7+0L8ZPsm++35I/er9KPx0O5j7DTpbef85Kzhsd403KfdTOHM5+bvrvtVC7kYKyHEIiMjVh9eF2ULgQAE+WnyT++e7u7xDvSa9fD2Ofod+0n6R/rb/cADXwnHD9kWlh1VH0we9xnbE0AKOgBt+NXzevEQ8WT05PlsAJYFIgqODRMQOBTGF1AaIBpCGs4byxpQFiAPIQiTAvL9JPnu9+v34Pk9/ikCrgRWBPwAGf56+zz2N/G57X7tYu547EXpUOfB5ALgu9mM1hXaIuGl6qD5FA4CH/koTiuiKvok+hYqB/P5TPJq7NXqLe1l8zP32vht+ij79Pn/9pj3gfzMBE0NMxfPH0UlFyUAIb4Ygg3/AA73S/EQ74nvV/PH+d7/LgWHCFMLbQzGDd0OSxWgG/8frSBgH3IeWhg/DykEQfwJ9z/23PYa+wAACgTUCLkKBQkqBL798vj79oDzwvFx8WjypvJg7xvqCuUh30DZ1tN4063ZYuUu9DsHmRzmKZsucSqnJAUazQoy/CPzH/Ds71TyzfV1+SX5eff79Rv10PM/9Rj74AVcEeYamiJ3Jnklcx50FKEJof+I98Dz8vMv9kH5xfzm/0sCBQMiBMoGdwvnEeYY7h/kI4MkXyHfGmASaAkzAUz8Jfrt+rX+kwI5BnwIbgjLB+4FxQL9/5v8DPri+L33y/Zo9Q7y7+5t6vHlieJQ3tzajde12SviZu5J+lIHmRjxJZooDyN0HSYWnwrm/jT39PRh9O/y7fTb9+T2cvTt8wz20/ho/IkCxgwJFtYbYh/uH7Mc7hUsDk4H3gCs+5r59/ns+h77C/wK/mX/+QAeBFsJxQ6JFHobOCHAI4AggBslFn8PlghdAjL/M/9iAHICqgR6BZ0F+gXOBXIF6wPcAfoAnf62++739fTv8mPxe+6e63zorOUk447fpdto2u/fRurO9kwD6RPuIZ8nIiMoHbcW3AtwALT4Kvb69Yz29Pb3+E/4xvUu9BL13PYq+58BAAt7FLwaoR3EHYwaRBS3DfgHnwMIAGn+UP6l/rn98/y4/GH9Gf7UANUFBQxyEgQYBxt/Hg4gJx3VFr8PqwwZCdEF+AImATcC6QPDAx8ErgOQA64FeAYMBl8FkQLu/2r9nvhU9Fjx1u+Z73/t1On25sTjLeGb3eTbyd/k6Yr13gINEnkdfSM8IOIZcBMrCp8BpPwU+n367fvL++r6AvnL9anzs/P59Ef6ZAGICZYRVRfEGREZEBZVEVENgwmkBi8FYATPA+sCaABg/p78vvuF/Gz/YAT3CcMPORRJF6cW/xYWGMwWCxMuD2cOlA35CnMH2wOvAjoDKQOTA9ADfgSYBt4HQwU9Amv+Yvv/+If1Z/Ov8U7wMPBn70zsxue/4yLhgN8G4fHlXu6+9+wEZRKVGXsZYRavE3wOLwgUAxYAMf8IAf4BBgAD/PH4avZh9fn0TPbR+ikBbwi9DdQQnhE0EjkRLg/6DFQLTgqFClIKDQmABpQDZwE6//f91/38/z4DtwdJCwwO8A7xD+oRJBN1EgYRvBCOEBcQvA4xDDIJqQdhBnEFdQTTAwQEzARJBNICUQCJ/Sz7/vj59r31AvVk9DDzUvFE78LsT+oT537kjuOD5mnr4/FE+kAEzQtnD/8PsQ4yDBwJYAdyBkgGmwYfCOYHCgbgAj3/rPt1+Wn40/gt+2H+5wEIBZQHvQgwCWQJFQqTCnQLrgwXDqQOdA5pDWQL/QiMBtEEkAN1AwkEVgVABhEHMgdaB7MIWAorC6AL+wwZDpAOmQ5vDiMNKAxSC9sJVQgoB/8F9ASJA3QBmv+n/aj7mfnY94P22fVT9Q/1xPT/8wHzzfEJ8L7tH+ws7LvtcfAH9Cz5YP72AdwDxQTfBAcE3AM9BC8FaQZuCCoKygp0ChMJBAeMBD4CawCN/2r/1/+XAI4BPwKhAu8CIQNgA+sD8wRXBtwHRglgCjILaAsPC24KigmzCPMHgwc7BwQHxAZfBtEFMAUDBR0FVQWQBfsFcwbhBlsH3Qc8CDoINggZCO0HvgeVB00HEQfQBnsGJAahBc8EMwS1AxYDrAIuAmgBeABe/zT+/PyQ+wv6J/iC9tj0N/QQ9FL0vvQL9aT1yvUP9gP2aPZb9/L4v/q3/KH+YAC1ARMD1wPvAyEEVATuBEIF/QWHBjYHywcuCIYIgAh4CIUIwQjtCDIJmAkQCnIKvQqxCoEKMArFCWkJFQnSCKkI1gjcCOEIsQh9CDQI5wfNB5kHZgfsBrEGpAbABrwGcgYLBuQFwgVyBfIEdARNBI8E7wTvBMMEaQQqBK0DvAPRA0YDrQJ0ARUANv8j/tz8M/sc+b72EfUq9PzzGPTk86jz8PMO9dn1Cfa29Wv2Avhi+jD8Sf4oAOcBhwMRBCAEkwPhA3QEZQXuBbYGYgcbCDAIJQgcCA8IBgiLB2IHMwf0B5kINAkdCScJQglQCRkJhghpCEYItAjbCEcJWAnkCekJ4QkoCVAIrwhFCPwHfwaUBh0H0AeMB9QGRQYqBvYFIAUABTEEgwS3BAcFmwRXBDUDPALCAKn/Of8c/jv9DvxS+yr6uvi19v/0qPJP8Q7xfvH78Zrxh/IG9Bv1T/R+82n0vvYe+cL6n/xS/oYAEgLiAtkCsAIcA0sE7gRUBTkGJAfcB78H1gfaBycI8AfYB7YH8geLCCwJpwmdCegJDQolCo8JEAmdCI0IpwjMCCsJbgm/CXEJGgkXCGcHSQY4Bm4GygZQBncFlAX0BV0GfwWmBLMDLQREBAIFsgRbBAgEXgQTBGkDbQJ2AccAW//X/vb9pv30+2T6R/gu94712fOe8bfw1/C38evxE/Jx8zH0VvTQ8oHzFvX997n5svto/br/owF/AnsCtgH/ARkDmATTBJ4FZQaAB54HogeeB5kHewcsB0IHcgc7CO8IZAl2CYwJ5AnkCYkJvwhaCDkIcwi2CBsJZglzCXoJAAlACD8HdQabBbAF5wVrBt0FUAU7BVcFOgVxBLsDggP3Az0E0AR/BFsESgRwBBMEUAM1An4B0wDh/4b/rP6z/Rn8y/rj+YX4RfaH85fxKvHq8SHyxvFM8aPyMPSl9DHzQPLw86P2TPmc+mH8Nf6nAJoB6gGEAZABbAJpAxcElATZBdUGagfSBu0GCAdtB/4GxQbMBnUHTAjKCAYJ7QhOCWAJVAmiCCwI5wf3B/EHIghvCLcIrQhUCLQHBQcXBkQFUgQGBLIEYQWNBYsEAQQXBF8EzgMiA6ACUgMfBK0E5gSZBFwENwTuAyYDpAL6AdkB5wD0/zv/wf7P/Vb8i/ry+Lj3rPXT88LxO/Gs8RPy7fHK8czy7vMk9J/yePIl9PT2Ofm5+lf8e/6RAJwBtQHfABUB4wE8A7MDQwRIBWMG3QZ3BnwGdwaoBjUGDQYyBgMH6geACJIIeQjbCBYJ+AgXCIkHTAeOB5wHvgfwByQIMgjdBzQHQQZLBWcEyQNQA+wDhgQHBToEgQNYA5QDTAOUAi8CogK4Az0EogRSBE4E9gPmAzcD5gI/AvoBawGiADAAdP/s/kf9y/sX+sn4y/am9HbyxfET8k3y9/Hn8L/xQvNP9BzznPE78j/1PvjA+fr6hPwu/wMBngEFAYMA2AAgAjUDkANRBFgFdgZHBgYG+AVSBicGgwVkBegFFwfDBw4I5gcyCK0I4whHCFcH5wYHB1AHLgdeB6MH9AejBx0HaQadBaMEjgPlApICWwPxA0QElgPmAssC5wKYAvcB2AE7AmYD3wNsBG4EaAQcBO4DhAM3A/sCeAIpAmwBGAFxAKn/aP4y/br7Qvo3+Dr2Y/S48hbyyPER8rzxRvHy8VDz4vPU8pHxgPJj9Rj4tfkL+738Cv+kAA4B4gBiAJ0AwAHYAmkDAwTiBOEF5gWiBaUF3wXOBSkFGgWCBZ4GMgeSB6wHyAdRCH4IQwg6B5QGfAb9BgAH+QYRB14HbwfYBigGHQVeBCYDoAITAokCWgPhA8gDvQJnAmYCwAL6Aa8BmgH+AgIEjQScBGIESgS7A8MDRQMYA60CygImAq4BtQD9/0r/Ff5Y/Lr6E/lO93z1SfMb8sjxIfLk8Sfx0/CH8svz5/P78W7xWfPA9u34B/pj+0X95v/hAB4BSgAqAKcAHgLJAj4D2gP0BM4FogViBVgFwwWOBTsFPQUDBuEGdQetB9YHJgiaCJsILQhAB7UGzAYAB/wGvwbQBvcGAAdeBqwFrATrA9wCTgIVAokCUQOOA5QDqQJwAjwCXQL4AcQBEQImA/8DiQTIBHsEfgQ4BAsEjQOHA88CtQIAAkUBYQBH/zX+rPwn+z75sveU9Z/zfPFy8G/wyPEW8pP0LPQ+8y31ufYp9nj1+PeB9n35Ovug+xH+rQHNAx4EhwTlAYABCAHmAHgB6ABZAf4C2wPyBE4GtAWwBVAF4wSVBVAGFQhLCewK9AoUDLcLuQqTCn8IfwfWBsoG5gXvBQEGuwUjBY8EcgMFAlYBPwEzAroCcQS0BPYEAQVBBIsDNQIKAvABfwKQA58EmAUIBi0GrAXIBGYEBATZA4UD+AI4Ao0Av/5Q/B36lPjv9r71kPMW8srvf+0T6xnr/euT7qXxavVm/XoDHwlmCJgGvQJC/5/8n/nd+gX7Uf3D/iIAlwEjAGT+VPwR/DX9C/+CAZ0DXwZ5Bw8I6weeBjAFqQQiBS0H/wgJCu8KUQoMCpgIyQZyBXwEZwSRBEIFqQXABTsF+APdAgwCIAJoA50ELwaBBioHPQbXBUcFYwQNBQUEtwT2A4QEUwQVBR0FfQVJBmkGHgi1CK4JawnnCHgHOQaoA6YBif/e/Zv8nPpi+f738faZ9Jzxye5U7Ljpmeeh5k3p0e3S8yP4gf7ECP0OehJ/DZcIbgOL/wj7ovfs9zz5c/xD+4z9hv3J/Wz9sfvt/fYASwTRBwcK7QpoChYJ0wd6Bs8FjwWFBscIPAp9CVkIuAY6Bh8FdwO5AjIDOAQOBfoElAS8A1kC4AHNALYBygMZBTIH2AdcB3cGYwUaBZkEBwThAzgErAQIBcsEQQXOBf4GEgj3CFAK2QuXDE4MXQtECZEHZAXaAxkCegDa/qH9Lvz++g/5cvez9ZLzuvL/7/PtQuu66Mbmx+j8647yNvg0/KEGHw8EFVkT7QqOAlb9vPgm9bvzDfSQ9x762/um/XsAUwGkAPAAnQL8BtgKlAy2DAQLfgiBBsUE8wMcBFMEjwUyCGEJ1QgPB0kFMwWmBLIDzwKCA2MEDgU7BJ8CAwJKAV0BXAEWAwsFjgeaB5EHGgZXBAUDBAKXAzIEfQaYBWMGugbQBnMHdQfCB6MJmQpQC6cMAAzeCyoJRgabA2QCAwF8AKL/Ev/h/Vb8m/nB9+j1dvOt8eju8+w97K7pK+hR6lnsPvO498z7CQSwDrsUQhXvDKsBJ/zI9rzzG/FU8Tb0T/mA/SMAzgISBKkDggM5BH8GAwrmCiQLIwqXB3kFugJSAc4BPwM9BcgH1QnoCTQJ6AaSBdMEmQNaAqIBMwLhAn8DAgNuAj8CPgJjAicD2ASjBqgHVQeKBZoEeAP6Ak8D4gJEBP4EzQVLB4cHlAiXCc4JugrVCmIKXArICc8I8QcYBqsEpwO0Ai8CGQHf/3f+IP2h+5D5ffcM9uLz2/Ko8OPt0eug6IfnrOf+6h3w7vYL/VwE6hAXFnAXIRCkAZb6bPTB8GfvI+6U8Uv4V/7bAiQFcwajBkIGWgZRByQJdgobCikIcQVgAkMAQP87AAADswWZCJEK9grQClgIwgW+A4YCoAH8AP4AcAHXAmQD5wKgAv0BmgL6A3EFggcICJQHVgYFBJkCegNpAmkFZgVqBPkGFAYqCNEJ7giSCQMK5gg0CjwJBQiSB7YFeQR9AxsCzAFKAUMAwf9w/vD8n/o++O31bvNF8BXu+uqg6vXqc+gl6bLrFPCz+GL+7gG8DeIT6RYfFOsDhfp19JXwrO+x7Tju5PRE/dcDbgdVB5YHswZNBhUG6AZdCF4IeQdkBa8CqgAa/xf/rgGEBBQItQqYCkILRQl0Bj0EAAHp/1b/ef9KADwCugPwBNEExAN3AwcEfgX4BnAHDQdBBSAFSQU6BJAF6wKhAhIENQTgBjkIGwimCXoKxwk1CmwIDwceB+YFJgWmBNcCwAEJATv/7v4e/nz9s/zf+uL46fTv8bTtHuuf6Svpr+e15+DpdO0M9Vj6GQC/BUISoRYIF+wP4f6o+NPyve+b7Vvrzeys9RT/NQYwCYsIUgjPBp8GxQV0Bt0GSgfFBZADMwET/7/+Nv8tAsUEfQhSCngKygqqCEUGlANgAMz+o/4t/8gAywIyBGkFtAQhBMcDZAQUBp0GJgcbBuMHeAYMB2gFsQE7AqQAOAJoBA0GHgjdCqIKGguzCYoHEwdtBcMEFQSAA+4CygL0AJL/bP3u+2v7Lfvc+lz6O/f38mnvTera6VXngOYy5qjlJ+z+8nz7aAKHBZIQxhVRFwMUnwF3+CXxse197gPstOuR8TH7mgPJCRQJcwhHB8MGMQfKBn0GGQZiBEQCFwCD/UL9dv18ALsDTQfyCSQKYgrlCCAHQwQdAbf+zv3f/hQAvAF3A/oDywSDBDcErgS/BcsGfgduBjgIxgcTBwAIrAGSAZkAwP83A30EvwRsCNcJzwlCDIYIVQc3BmkDLQMTAtP//v7U/UP82fxk+z37zfmR+NX34PQk85HtOum05brj+eO+5OXpCPGp9lsAKwQfDewYQBfxFigIkfkL9KDuKO7/6yHqzuzT9YL/wgYuCdkHewc0B5EHygfVBqUFnARCAgIAhf1z+7r7mf1bAcUEvwjRCPgImgihBmIGMQOwAC3+F/4q/y4B+gIkA1AD9wI3A0cESgbXBhILwApvC+IK+gWABBEBQf6f/ST+Nf4hA9QFRAlpDK4LSQv+CIEGNgSWAu0Anf8B/jv8dfq1+bL5u/lA+v/4VfiU9rXzt/Ed60fnJOQm4kvjzeQW64LwYfuGAtoJnBcHGG4ZbBHz/534/e9H7G/svekc66TxtvkHAlcFEwUmBiIHCAgCCXEIMgfUBngEHwKH/uj5afjq+cT9sgHpBdUGmwfJB/4GdgY+BPgC7wAhAFkAygGtAisCFAGkAagBFwM7BG0H5gcSDcQPSQ01DhIDmQCB/vL6U/1D/tP9FwNgBygJUQ1jCoAIuQcBBKoCiwE3/oH9uPsq+ab3IvUa9PX0D/Vr9fbx7vAb7BbqkOrX5SPmTeKa5XPt6vdzAnMI0RNLF6EYfRRYBUz6oPDR6vDq4utd7UPy/vh4/yAEnQRlAykDbARoB3cJsQlUCIgFIgJr/sD6cPhO+ej66P51ApkF9gYDB4sG+wQtBKoCTAHCAOQBZAKfA9YCbAHJ/0cAbwDLAx0F/wf9CCIMaBKNC3EOfANp/PH/Z/mD/Kn/BvxaAhYIpwdjDUwKjAXyBbMCqACIAS38Ofnk91vz7fKO8Q/vSvHo8Fjxoe9e7YDo7ORZ5SbgDeYX6qjw1f9yBZoT3hseF8MWxgbO+hH1ROzD7ATsj+yp8HX24/sAAB8CqgB2AdYDSwakCmELiAqtB3YDJP/j+q34Pfeg+YD8Ov/1AvEDkwQlBRsEAgQ7AxIDIAPwAxIEDQTFAtkAp/55/sP+HQG1AxAGrAgjCcARjgwVD4wJXf4wApL8mPy2AGn78vytAwACGAmiCCsFCQZ4Be8C5wP+/nj6bvij8jzwVuzx6nrrne6J8PjvsuwZ6RHkwOJs34PihOiQ8qT/9wr8GfQcOB6GE0MDGvrw7zDsG+s76TrtCPOo+Or9xP1N/Qr9xv4KBNYIvwxmDTYMJgr9BSgAPPpG9mj1W/ju+iD/+gCzAQgD/AJPAywD0AJQA4oF4QbBB4wGrQPW/wv+qfyN/e7+OQJrB2sLVg9jDjkM6QfXA9kBWQC2/rf+W/72/98B7QGEAsIB/QF/A2cECgWdBIUBXf7t+aP1SfHS7Wvrw+uk7JvtFexP6W/mU+TN4jbf3+Hf5bby2f7nCl8YvRz8Hc0TXQdv/hL29/AH7YPqX+1J8Rr1LPmG+Kb4rvha+gwBVAZzDH8Pvg/4DiALEwaQALb7QPlR+Ur5h/q4+rX72/xh/ZD+nf+FAB0D0wWFCfYL2gsICiUG2AKXAM3/if/M/7sA9wUiCZsMqAp0Bi0FtAPuBAwEtAF9AA8B9gHsA48Buf+4/Uz9F//4/ycA4P5L/Nf40PVX8i/wie0L7FbpO+fw5NPi+eFA33/ekOAk6JHzEP+pC9IUnRrTGX8TDQyXBAL/Qfku9a/yR/N79G/1EPRZ8QLw8e9o82v4xP4dBUUKbA6KEE4QbA6+CmAHlgQ3Al4A5v0W/KL6dfnU+PL33Peg+B777/4OA3IGdwhuCWwJkgncCJMI9gZ0B5kIuAmOCfsF4wK6ALUARwDz/hP9Kv0f/1YCYwPMAu4Alv8HADQAawA3/2H9pPtn+tn4ZPch9Sbzg/He79/tJOvy5/vkheJI4XXipObn7G70xfxlAy0IfAlhCOIGyAVVBZIEwQNMA5YD/wPgAqn/JPvD9iT0YPPc80P1PffL+er8qP+hAbsCMgMoBGwFyAbOBxcIQwjpBzEHpwVGA/MA7P4D/u39Mf6A/qH+t/77/mT/8//rAIsC5AQBB2cIvAhmCCwIoAe5BiEFSwMxAu4BHQIYAl0BQwAz/4n+Rf4g/uf9Qf2R/JX7ZPoF+a33mvbr9Sf13vMO8qzvQO276hfoF+Vm4xLkned37Rf0YPqG/p8AMwF8ASUC6AJyAwoEdQWpB7oJAgoYCE4EIwCP/OX5OPgu9zD3HPir+Qz7tvu5++n73/yv/pgAIgK5A1gFUwerCPIIFAiaBlUFZgQMBJwDLQOYAgUCkQEMAXIAx/+vAKMCyATlBUEF3gRnBV4GaAb4BNkCMgIkA1oEmARTA3IBJQDK/xD/H/4z/Bb6efj09tT1d/Q78wLyI/Hf78Lt/OoV6JPlTOOI4oTjOudK7e70ePyGAf8D/gP8A4QELQVoBRsF0AW+B/QJOwqNB7ECtf26+T/3uPXj9E31svYP+Sz7pfxF/Y79rf6LAO4CBAWtBjQIsAnXCrgKJgmlBlwEDwOjAp8CKQKjAegABgGrAJIBdQM4BSEH2wZOB/0HNAl2CesH0gVlBEoElwQRBLQCTwHU/zj/k/36+9356/ct9v7zUfJa8Ozu5ewo617pm+eD5Yzi/96p3NHdjeOL7H/3CQIfCkAPLhDqD9QNQwvNB8UDjAHJAPYB/QF//zz6AfRV7yLt1O357/fzt/h1/scD9ge6CqYLYAyLDMgM5wsyCpwIFAefBa8Cxf5I+iH3Ovac96b6tP0eAVEDpgZACLQMihCOE44UsxCgDz0NOAzgCGADsP55/L777Py3/PD8//1a/s/+1vyk+nz4dvcO9kL0/fDA7mPsLuuQ6MrkOuEW3fHZANfj2K/hEPBkAVQQ3BlzHOEZZBbkEZkLkQKS+Vb00PR399n4nfWX7ybraemo7MPxbPhjAGUIhhCdFVkXHxaGEroOTwsBB6cCrv0d+jP5lPeI9oPz9vHI88H4agDEB20NZhH5E8UUEhjjF2MXQBL4Cp8HbgM1AU/9CPkh+L/50fvg/u3/PALKBEUFCwSj/3n7svd99BLy2u017NXppeYK5IDfLd0H2kPVbdKN1lvijPZZDO0bGicFJnMgnhkXDr8Ek/cH7q3qfuuW8ALzlfFN7kfrE+z/8DP4SAJuDGYVWxyhHSQcgxapDo4HXgA4+2337/Nz8zz0YvTs9Tv1QPee+18C+ArTEhYXthq9GBEaYxjcE7YPBwT3AWX+kPyC/K744Pht/ez+sgMwBeIEVQirBv0FtwGq+xb2ye/061rozuhk55TlG+NQ3tDcMdfC1J7R89ZP5+L+IhshK+IuLijCHoYVkQg8+LXo5+D64ajps/GL9P7y5e4T7nPyzfmBAikMxhUxHjwi5B/ZF64NyQNp/CT3yPLm8A7wfPOr9sT5I/pJ+s/8jQOZDCgV1Bn9GpkZ/RZKF5UQHg0ZA4j9Fv6O/LH9IP02+y3/cAMuBKMIXwXCBi0GcQPP/5H5WfMU7rDqxed+6D3oe+fn5HngW9uQ2CbTodJ8273qQgbzHucsYzFNJgIaHg/r/yXyCOTb3LXhautd9MT3tPSD8s3xQfZR/3oHdRHFGfUe3CDRG/ERoAbj+xX3+vIM8cLw8/FQ92f7cv5V/sL+hgHeCOgP0hcvGfoaRBugFikUIAfEAZ3+K/0y/2X+fv3/AXoEzwZZCH8EaAQtApcBIgH+/Z74nvM67ATq/ubx5sbnIeXL5LHfPdoC1T3P0NM/4l324BOjJRkvOS4EIh0XegfU9Hzl3Npg27LmTPHn92j3e/W79OD1pvx+BdsNJReKHRAfyhvSEw8Io/1A9qrysfF/8Q31z/gn/gsAtgB0/4gAHgZxDDoUuBa7GLQTdxWPEasMlgi6/sQBzgFJAuUDIQIbAHQGFgWEA7wC6f6B/yT+evsc91ryeOwA7NTofOma6fnl++Q933fbmdXpzjDStuDQ+F4XkSo4MCkrXh27Ez8EK/In4jHYj9rm5jb0D/te+q/2SfYX+K3+YAhqELgYUh45HSYXsgyQAo35yfOd8YTxd/Ox91/9bgGhA7ABRwFkAusHww58FV8XCRaDGHkQNw3CAzgAJQIKAagDKQT+A3IFowmkBQgFv/9Z/dD8CvyI+7z4DvN+7bDpLeeS6d/pBuiu4ufcV9ow1pjPZ9SF4kj8jRfOJwcuEii6HJYS3AI67mHf9di63Wjpz/S7+Z34jfcV+U37MQBUCGcQ/hhyHZUbhBKFCBQBw/nX9crxTPLw9cb7NgErBIICAwAsAUgESgl/D4UUphU1GiEWjRC+CCECHwM/AbEBzwISA7oGMQvkCPkF9QAY/fr8YfsB+tT2h/FI7l7qeOht5nLmoucl5SrhTtq002PQANjt5p/7pBOzIzwsECfHGxQT8gFI79vhqNve3YbpCPVN+cX4zve5+K/6uQGjCSMRbxjdG7sZMxImCmUCiPvS9rjzUPSh91L8ZQECA1cBDQDjABwEUQlDEJQUlhnCGSYW0w6TB70FfQLWAeIB+gHaBFkJQAnGBzQDlP6b/NH6G/m69rPy/u5p7KLo7+cq52HnZeRd31/aDtYM0LnUv+Ii+aEStSDSKegknRzDFEAGkPPT5NndJOFg6gj0O/j29dX1cPYR+Qn/4gbKD2IXNxsZGdcSOAzDBTMAAPoi9un1TfmB/fAAYgFH/2b+eP8GA7wHFg4YFcMZexluFkgP5gp7BwUE4ALPAFACtwVdCJoI1Aa+Adb+s/sh+vT39fQk8invOOvW5/vk/uNK5BLgGt3r1kDTmNH73cvubQWlFhkigyZAHkQZwg4EAHXu8uZP4iLnku/p9Yf1+/Pj9CL0e/h0APQJNRKvGGAZ3BVKEXIN/QfdAc37Z/mN+br88P4nAAn+ePwr/YL+bAPCCOQRgxfyGaAYQBPqDwsMMgiaBUcD3QIhBWAGzwZhBcAB1v5i+2j5B/d49DPy4u3C60LoLudZ5GThR94d2pbW+9Bq1efgJPYKCbcXqx+AHYMaCBfIDUr+rfPY7KPrWfCe9Vv0//Hh8TnwdfBZ9jz/awjSEPgVwxXmE8USqRCWC9oFmwHD/7kAXgD7/5z9Gvtc+3D7cPymACMIPBDOFeQX4hX2EuYRLg9lCzUI7QUOBuYG+gZyBS4DVwB7/eb55vZh9AHztfDT7VLqd+YO5n7j4+Eb3P/XjdSM1XnenOv5/TwLxRdKGQ4ZORY1EIYHpv0g+CbzV/YT+Bb5p/Um833vMu5N8VH2DP/WBZwNRBAYEn0SBhKLEHwN9ArLBwQHGwbzBIQCRf+n/ML62voQ/X0BMggMDhASzxI5EuYRRhAXD9wM7wrGCREKOAmmBy8FsQGH/vb69vfG9FbyEvB87jrrKul55nzjQeAp3L7ZftXz2CPgQ+3L+uIGPw7jDlURxhAjDsMHxgQQAAf/OgEZAiP/RPvV97Tx9O888YP1C/kq/2sDuwUfCaQMdg4WDqgO6A1PDbMNyg18CyMJTQZoAzMAKv/9/9YBpAXRCLsK7wqMDJwMsgw6DB0M9woNC1YLTgpPCb4GhQQgADD9kfn69u7zOPJq71HsUurt5uPkWuDv3nHactrK3YblUPDM+H4BlwJaBQUGhAc0BiUFjwSwA5IGAwm3CbYGrgOY/lT72Pmj+rP65fu7/bX+nAA3AjEE6gQOBnQHVgi0CekKWAs0CwoKbwmpB7MGTQaPBoQHmAjSCSYJCgmFCFQILghPCCYI9wdYCHUILwgxBzsGdwQlA4cBOAC5/ob9fvwA+0H5B/cw9aDyFPF+7gnswOmc6eDrzu628YHxmPDd73DxgPMG9Zb1P/ZA+Fn8YgAnAiQCvwH0AYkCEgRnBPoERQX7BUQGSAaZBrUG+QYZB14HtgdpCPIISgmsCK4IrwipCIgIoghFCRkKgQv5C0IM6gtMDLcMNQ22DdkNlw1YDRENDgw3C9IJOwgaBgMEuQHE/579ifvh+Bv2aPPN8NXtF+tX6KrlsuWc5kroLOgW50TmEOfn6YXsku3u7n3xuPU4++z+YwAJAe4CvwSBBwoJ2gm9CnsLdQx0DLgM8QwtDWYNOQ0CDTINeA3NDSQNhgwODLYLzQtgC2cLpgs7DNcMxgw6DBEMeAzRDCoN+wxSDPwLkwvRCtoJYwh8BncENgLy/4/9PPvZ+Dn2WfNd8N3t6Op06CvlVuOy4z3mX+f55SjmA+WI55/rJe2k7v7wCPTM+dr+JAGQAtQDvQX+B8cKwwv1DHgNUA6tDrgOSQ8sD+8OVA47DksO9g7BDqYNvQxxDF8MYQxmC7gKyQo4C4cMkQzaC24LtgsDDJgMnwwSDJYLOguCCo4JfAjSBtUEWAIOALT9zvtw+cT2vPPL8JHuxevk6IzlSOPF49jlpOci5/rlnOV75xnrve1J78rwA/QF+Uj+rwH8Ag4ErQXVB6MKOwyYDS4OyA5QD4YP/Q/nD4IPmQ57DvUOrQ9zD3AOLQ39DEQNBw3zCyQL/grHC/4M6gwmDKgL4AsmDLAMmAwtDLQLRQtrCoEJfwgEB/EEbgIoAC/+ZvwJ+kv3TvSF8VjvTexW6RHm2uNE5Pflyeeg59DmG+aN59HqAu7277Xxh/Q2+TH+NQLAA50EFwb/B9YKvgxSDqQOgQ/LDyAQmBCqELkP/g4ED8QPchAREAcPnQ2hDf8NsQ2sDNsLVQtNDEoNag3RDIsMWgyaDOkM/gz+DGAMuAupCr8JtQiNB2gF9QKFAJb+gfxy+rr3xvQ38qvv4ezs6Rvnf+Se5Ijlaee253rnNueo50HqKu3A79HxufRS+Ir9yAE7BFUFmQbuB3sKmgxADkMPow+VEJgQHhGxEBYQYg9hD/IPPRAgEHwPlg5CDm8O0g0RDSsMGQx/DGANgw06DfMMwwz2DNkMFw3fDIoM8wsmCwkK7giXB8oFVgMOAcb+3vzW+k34vvW/8mHwfe376jLoqOVn5DTl3+Yn6HTo6ecm6LDpquwu77/xNfS49wb86ADoA7AFFwcYCAUK7QveDcwO/g9vEAcR+RAeEUgQdA8pD3gPAhDhD7sPpQ6FDmgOdA5VDdAMIAykDEsNwA22DUkNew1eDV4NBA0ADX0MMwwrC1QK9Qi3ByQGNgT/Afj/wv0u+/r4XPYV9KHxMu947JPpy+ah5HvkZuaq6BvqSepb6hXrxexJ77rxQ/T09lj6rP4IA0wGDAg1CcoJvApvDMcNtw5iD/wPeBCIEP8PeQ5RDSgNpA3LDYcNAA2rDCMNXA2bDewMcgxIDHoNEQ5fD6YPqQ9LD7cPVhIJEYcPTw6UDYULzQs0CT8GtwRhAQ/+XvvV+C/1UPPj8AzvSuvg6GvlmOE43oDd+d7F4r/pfO+Q9Kb2a/mk+pX8W/4lAOYBOgSeCN8Lnw3sDZEMNQkICEwIhAjyB9AJDgsyDNoMoQwxC68I6Qj1B0oIFwr4C44M4w2gD9UPaRDWENcQvBEHFNUWZxeUFkIUOBFlDkcMVgsuCY0Ibwe5BWUDaQHn/a36c/cA9LDx8u747ajr4upk6BblUuBn293WnNXI2V/i7u6I/ckK5BHaE8QSUBF0DDQK0AdvBjwGagkbCuIGLASf/+/60vgQ/IsAlgafDF8QZA9cD+4NvAspCSMK7gsJDWgP8A7sDcELeQs2CrMJcQsbDrQQRRJWExkTxA9HDGQHQwXlBfAIOwv8C0sMzwoNCVQFtQOm/1v+IPq19pjz5vGe8fXuQuwg6F7lMeEv3WbZWtoS4sbuu/ygDbIYnR0BGp0WhA94BrYBIfw2+sj4w/3d/Qf9AvyK+UX4Rfp1ASsIjQ5OE1wUKBGlDjUMpAoFCdYKiw2bDvcPDA7uDCcJYwlgCd0JfgwZD40SDRLcEjIQEw4yDAALPAtRDUIRXRMyEyAR1A2JClgGhwMcALH8HflH9A3waO2V7qjume0Y6sPnA+Qv4q7dl9q82+Ln8fhkCh0b8yC/HsQT9AwCA0P8q/cX9+T3NPoW/63/Y/9m/Vb9P/29AmYLsxPKF6gW6xKLDFYIDgc6CDkKjw3sETMScQ9VC8oHiQWbBZYIMAvdDaAQOxIyEUIPDA48DbUNIQ9SESkTfhWFFGcRWAzyB8EFTQRfASr/d/yQ+Pj0xPDx7pDwufPS9d3zfe6n6arjduBl2XTa+eJV9PcF8RTOH0sdBBb+CkEEi/x2+f34lPgO+aL7wP6y/gD+zv7+AFgFIQzpEl4WExXmEJEKqAVQBL8HDgsODsQPSBBuDs8KGQiQBZAGAAngDL4OiA8iEP4PhA/kDtAPnBDDEhkUHxRAE9YRVRDIDLEJZgddBrcEmAH4/UH6T/jd9XD0l/Ns9nL53flW84HsYOdN5qThaNoP2UbeC/FpAMcULB2fHjwWuguqBSb+xP3u+Av5a/Xt9zT7GP67AJwCXQZTCIcMixByE/oSCg8BCgkGbgXWBvYJKQwUDioPbA1zC8gHkwevB/4L3g2oD6IOGQ1dDR4N4A85EakTqBNoFI0SjxFPEMIPMA7iCtgHewUZBLoBCv9i+7n5KfhJ+AT3BvhG+RP69fct8Mnp2+EW4DncqdpT3Sjp0PpGCVsZax2fHGUR9wh9Alj9Dvpq9hT2XPSd+Aj8xv/xASQG5glZDDsOShCrEfsPbQvVBRYDOwMmB38L0w7cD1gPYA2LC6gJJgj3CGQKhwwFDVQMfwsKDJ4NBBDTEk0UJxZ1FWITdhAgD8YNAA2yCcQF9gMRAwkCTv/I/Pb5Gvsh+B/7WfcQ+eT5yfR389Po9+RX3/zcY9l92y/kKfaaBiYWmyDXHkEVTgZMAZD+tP0j9kfz8/HZ9u/7tP73ATgFAgphC2wNnw7WEYkRVQ5YB7YCtgDXA+kH6QvoDtIODA5LC/YJ6QhLCUIKmgv3CwcKpgiSCPQM6BFyE5sSmBAME2YVQBXuEC4NjAqwCeAGcQL0AFkAfAEHAPD92Pzl/DL8Jvog+L34GfpN+AvyNer85CriTOAV2/LX39zk6+7/FxINIBggFhgtCngCzv+z/NX3e/Iv8rvzc/m5+5D/fwOYCN4KKQzmDTwR2hL1DcMH9gExAYgB4gMtBpAKlg5/DiUNJwkdCBQIZwozC/ALsAqXCBAJcwgHDwsRjBMOEssRoRLuEqQQXA3ODJMIUgjnAssBdwCNAPT+uv3K/K/84/0E++L5VffA+Pj1mPPu6u/kNePm4EPhVNqi2UjgxfKMBFcWAyCsHPQTaAW6/vb7sPt19170IfG18lD47fu//7IDFwh9CjUMkw0KEBcQMgwlBn0B3/8wAToEhQfPCi8NuAtBCQ0HUwYrCBYK3QuGDL4KlQfMBuMGzwncEYQTGxUME5kPXRAMD+4L1QoRCHQEdAVAAMr/+f6T/sX+d/2k+lT6LPvM+Yz67/VH9DvwN+wi53PjmOAV3vbYU9fS3jDtJAFEEZ8eqRw4FJUFeP5g/NX7sfm59Lzy2vEI9ib3tPtl/9kFxwipClMM3w8oEOEMNAfEAIgAmQD7A88GngluCqkJLgZ4BE4FuwZ+CnILPAxHC/UIkwa2BrgGpApvE/wSWRRED5EMtg/RDnsKbQj4AxYDQgVG/rD++fzi/VX9APsX+KP6Z/sx+i/4YPJN8RXtCOpy5LXiUuAv3qPZcNj04I3wWQHyEHcbWRjlDwoCSf3q/Rv+v/nt9JnxBPPp9bT1J/mr/WUEXgecCbYKng64D0QMPQZxAfIABQNBBQkG8wccB5gF6wK6At4D8QZoChQMOg2PCkcIeAZOCFwI5w3DEA8QbhCXCq4LeQ3LDGUKqQjmA7UGFwO1/iP+0vvg/pP8JPqo9rn4XPdK+Cb1UPOk8Wnt3uvp5Jbift272ynYKdm54JDuRP1+C5sXbRbnDeIAev55AKQBbfye9UnyzvKJ9BX0LPas+p8BZwWzBkUIywutDa8LoAYbAwoD1gQ9BvAGGAbSBMEBsP+wAPEC+gUpCZgLZAwzCjAHQAdHCvoPqxDDDukK+AjhCvcLrglACXYIbQmbCfYEAgIoADsAJP8W/cj5d/kj9xX1ZPG68WfzePNi8Zzsq+q25ybjRN1b2TDVjdqw48nxJP2EB5sQ1BEYC48A+v5nAwkF9fwo9RDy9fVM9VTyr/O0+WP/lgFPBJQHpwkSCQ0Jtwd3BbAEpAeICQ0I1gRvAQ8A3/9LACkCIQUhBxQIAgeSBnAH+QimC0oMig+TDxEO5gh1Bu4Jewz+C70IdAaZBcMF4QGpAOf+Uv///e37//l59wf1ffJL8r/wRfEt8crwbuzG5abh+N6Y3WjZOtig3HnoTPZ6/iIHDA1FDRYFbQACA/YE7wCE+Sb21vQG9cfzavRZ9jX5cvvs/ocDIwZABwYHzAcHByMGkQZ4CHEJhganAxEBeACk/7j/nQEtA2IFHAWyBaQFCQhhCSMLwwpPCzYPPg+jC5oGaQj1C+8MIge4A1UD6gQjBEUAd/6H/sD+l/x2+kT2sPPH8RPyd/Ek727tHO4+7hzpMOEN2zjbddqb2U7dQudl8o/6PATAC5YLTAMTAB0ExAZ3Av76y/cV94D2TPSz89H0bPYR+Qr9UwGaAmMDLgW7BmEGqQUUCGkKagoZB/oD7AGDABUACwB5AL0AKgLRA0IEhQToBbIINgu/ChcMIA+ND94KIwdMCKALGgvDBtsDjAJeA6kCKAFI/9n+O/5l/nz8sfhK9QrzW/Jv8E7vge5r7q7sdujD49TfWt1C2sDWo9h44p7vqPbe+rACwwowCd4B9AASBWEGywBW+9j4ZvgR99r0E/Rf9OL1B/mk/YMAKAAqAIwCjAVdBwgIuwnHCiEKEQfkAywChwE8Ap8BkgAg/wIAiAFOAyUE8QX6B7kJ3AmDCc0NBRCxDdoH7gf8CtkMQwguA1UBqAEUAyQB1P9s/jL+A/2N+733tPRq81fz4/La7yfum+1K7KTn0OF33vbd0t1m2dLYwuBj7qX1oPilANMHFwcsAe8CwQaQBj4AbPxj/Nj7qfml9Uv1A/Wi9W/3T/uH/gT+R/7M/5UCmQTNB2ELWQz3CYEGWgVPBBIEPAOOAuQA0P9KAAcBEAJ9AuoDrAXGBgIIugdjCskOLA9dCt0GnwkRDjgNUwXTAJYALQQpBNgArf4S//j+Ov0X+hX4Yvix9i/01O8a7ePt3u/07BLmJ+D24H7hzd9x2TLZuuHN7Drye/Nx/MwDiAWPADYCAAUSBvgDTgBQ/m37MvsM+jL4G/au9WD4nvvi+yT7L/uK/VgAXQM+Bh0I3wjfCDcIKQfHBTkFKQaZBQ8DPgFIAQUCuwENAqIDAgU0Bv8FiAZ2BTMJGg4wDigJwwZkCpMMAwrBA4QDqgOIBfMDkgFnAAH/7/3o/Kb7pvm4+Bv1j/KS7kPuAu9p7ojri+bZ4gDjFeJb3z3b99ve5B7sFe/a8DD83wPKAcP72/+8Bp8IqwWA/5H+9P2D/0r90vkb+JD46fqX+3z54fiC+vf8QP/PADcDMgbeB4MHVgZeBiYIEQlrCd0GcwOaArMDbgSoA7wCfAQOBeAEgAMDBKsEqQdXDHgMIAlVBukKtAtSCSME+wR6BzwHzAS7AJYAcgC7AJL+f/1v++j60ffe89Lxk/G08h3w4+yK6JHlPuUE5OHhFt+83bzfY+UA617rrPDv+uoAbPy2+mMDUwb4BfkCzwK6A3MCmwJa/qH72PtW/b/9D/vI+Gb5YfuE+xH9tf+CAiQEzwNcBLUFEAjpCQ0JKghyB3oGCAenBuIFfgXEBdcFhgXMA4MELgRCBUoE9wX+DKgL/AefAzYJygrYCYcG8gWcB4AFjAVNAbICIAKjAsb+1Psk+mf6efjI863yA/F08QXuaevp6Lrmw+Q545jhwd4e3prhxOeF6uvrxfZJ/P/6YPd6/dEFSAVpBnME/ATtAk4EdgI2AOYAQAG+AD/7hPkh+qH78vvN+3n9kP+EAHsBIwF4A7kH3gkuCbkHDAgbCFcIUwj2CCcJrAjkB9kFMwXzBVkG6wZjBooHfwhrB6kGqQZnCE4IoQe6BmsG1QXwBF4F6ARpBZME+ALnAFH/7P6V/dv7NvmM96j0vfGV7xDvpe4J6zrn9eTb49zizN7O3+/ifeYA6WLq3fPO9k35ovf2/DUC4wL2BoAE9wVoBPgFJwWLA5gFagTyAcn9vPzo/a79r/3m/DH9wP1w/jUAkQBMA/UF9gYlB/MGHQhkCJQI6QlECrIK1wk2CRII0QdvCOsIogeaBssHfQjqCEYHbwirB7YHaQa+BmAHqgbIBr0EQQXRBOgFCwS5AqQBGwHr/7r9cvyA+rf4+vUn9BTyyfBb7uLq+OfS5nPlOuJm4DLiX+Qh5oXnbe5m82b0c/QT+A79sv4gA0EE6gViBboGQgbYBYUIAgkuB9kCGgKbAeAAKQAwAOf/UP9h/3H/uf9iAQEEdgSVBHcFOwffBlQGTwhwCZUKQAq6CswJQQnSCXoJownqCCYJmgezCKsJ6wmmCJEHggfcBY8G1AaTB+oF3QQtBB4EVgTABFYEWwLjAdYAfQDC/v/98vva+Zr3d/bw9G7ymPCm7V7sZunx57jkJOTX5EPmtOeD6vjux+7f76LxlvbJ+Bf8Tv8LAIABjQL8BHEFxgeLCeYIIwctBqMGmQX6BC0FAQUeBIsDVAMDAxkDVgQZBdAEJQWeBWsFmARyBcIGPwfSB/cHCwgzB3YHuwfdB/oHMQgZCFcHTQhlCKQIfgc6B6oG4AV1BlcGTAY2BbYEdgQSBF0EcATjAx0DBANYA0QDOAOBArkBaQDH/2L/Sv4M/ZH7CPpW+NT2OfVN8zzxne+Z7nDt+OwI7K3rZuuA66PrrOvz7FbuavBp8ZzzB/Uk9+H4K/tx/bn+VgAyAcEClANRBesFnwZQB1UIvAkvCq0KxgopC0oLwgvtC7QLewsiC18LZQutC1IL1AoxCvcJ2wmUCVgJzgjRCIUINQlkCTwJHQh2B04HqgcaCNYHmQdzBiIGkwUSBskFUQVmBKgDegMuA9ECMQEoALH+P/5k/Ub8gPqN+O72dvWJ9LHyy/D37SjsBeu56k7qX+lp6cTp7upJ62TsaO0M7/LwGPMJ9vH3JvqW+zv+qQALA3sEZQVmBloHFQmmCXYKoQp2CxkM2gwcDQkN1AxMDJwMcgyKDMELJQueCqMKtQo3CqIJ1girCE4IQgjrB4UHWwdhB+0HDAjNByQHqwakBvcGbwcrB8EG9gXwBe8F7AWbBekEggQZBDgE1ANjAxkCQQF1AP7/W/8V/pH86vrK+Yj4R/eX9bnzpPGv7zDuM+1J7HLrg+re6pHrruy27Pvs/e3T7xjyEfSA9vD3Afpx+2P+7ADqAvQDxwToBR0H1gg5Cb8J2QnwCuILqwzLDIsMOwzdCzgMcAx7DKMLDguxCsIK3gpWCrkJ8wjeCN0I0AhuCNAHjgc1B/EHaAipCMEH3ga8Bg4Hugd+B1gHagZlBv0FhAZBBqwF+ARNBJQEfwR7BPYC+AGvAIgABAAo/6T90/ui+mf5ffjU9g/11vLu8HDvme7i7YnsZ+ug6oProeyL7bLtv+1E78zwdPN29ab3Cvnb+sz8kv9DAnwDfgQXBcoGOgjcCQQKPQp2CmILhgwgDVMNzAyfDEMMvgzxDKEMxgsbCyMLRAtSC4YKugkCCd4I7wj2CIII0QdNB00HBAhaCAQI+QawBr0GZweMB2AHpwYbBuwFawbLBhoGYwV6BKEEsATwBBAE6wLKAV0BYAGXAGf/lP1g/Cn7evpp+bH3ifV58+nxx/DD73DuN+0A7K3rL+xM7ent9u0N7lTvTfGS8531gPcp+b/60Pxl/yMCewN5BEkF8QZiCLcJLwo0CowKWAuwDFANeQ3lDJ8MXAy6DAMNvwz4C08LYQuHC30LmQqvCe8IwQj0CPwIgAilBx4H1gY8B7YHuwf4BkoGVwbZBjEH5wZyBgAG4AUQBo4GgQbfBSAF2QQJBU0FGgU/BEIDqQKXAlECegENAKb+eP2x/AT83voQ+QL3SvXD83Ty+vCn72Xuhe0Y7frsYe2z7Vjuj+5T78LwqfKB9Ej2RPgC+sb7a/0HACsCtAOtBPcFPwdoCHIJyQkoCmkKdgtjDAsN8wymDGwMFQxQDIMMQwx4CyELMgtVC+sKGQpECZgIWQhfCHUI2gcnB64GUgZcBoYGogYiBqkFsQUNBlMGBwbUBZoFiwV0BdYFBAbNBVYFBAUPBRYFDwVdBMcDFwPtApUCAALxALr/nP5f/Zv8jfs0+n744fZ19dPzOPKt8KDv0u5O7svtrO0w7tbuae9q72rwxvHR87X13ffZ+VD7lPxQ/igB7AI3BOwEVgayByIJAAr/CQYKPgpwC2IM9wzNDI8MMwwPDFQMTQyvC78KwAodC1ALxAq6CagI9QfGB90HuQfuBocGKgbsBfkF0AWQBfcE6AQWBZUFxQWRBZAFfAWVBYIFqQWjBfIF4AX0BegF3gXEBUEF1AQwBAAEeAMfA3sCzAGuADz/LP7y/Pb7fvoW+Zz34PU89L/ym/Gd8Jnvru4v7j/uH+/d70vwPvCx8CTyF/Ri9kv4+vl4+/D8Dv93ASgD3wOOBAUG0AeECTIKMAokCmsKagteDLYMWwwRDE8MowzwDLcMugvLCnIK8wpTC90K3AncCHMIPQgQCJ0HfQapBWMFoAXqBYQF7ARpBGQEbQRIBJ0EoARjBN8EoAX9BY8FWwVOBZAFBAZiBo8GLQYyBkUGCQZNBZAEKASFAxMDyALvAbQAPP9h/jL95Pvr+fT4dfXc79fvFfBh7oTtHO7e7kfw4/BJ8q3z8vOl9bz2oPhw+iH9OP+kAF0C5AMZBZ0FKAc9B64HlghHCREJ1QfpBokGYgaVBpIIXwhnB4AHfwh4CLQH5wf2B8MIewnkCgcM6gsMC+gKtgqoCkULZAu1CnUKCQpDCu0I1gchCeUIFQmyB40IMweTBUsFIwW7BSsEXwTWBHAFUgSvBBAEfAOQA1gDTQSCAxsCEQFEANf+Ef4Y/Ez68PfO9ZH0NfOp8XHusuuE6croMOkz6iPr5ex97k7yIveo+RD8q/1mAH4BZQO5B2sLags/Cu8KdAv5CoUIjgdJBgwF8ANYA6oCjgCR/hb9Vf1A/gAACAEQAkcC+QOOBncHBggnCEYKPQw+DUAO+g5jDrsMYwuHC38LKwqiCI4H+gZTBvYEAQQcAukC9ATOBcEGuwWbB2QGfQXtBg8JIgpJCZYJhwsfDV8Lzwp+CaAJTglcCFAI9AbcBJAClgAZ/yv9c/q594L0cPLE8ffvEe6s6rfoU+fu5JDlKuYB6fDqHO3+8Nf2E/v+/Jz+wQEDBcIE+gf2CzYP9g3iDEoNpwypCvgH/gZcBWQEBgO8AvwAZv91/Zj8aP0V/moAZALOA4gEOAaACN4JWQn/CT8MOw44D5gPCBAGD/QMQQuSChcKsggUB94FeQWbBKADBgJoAXcCRwPJBcwFJwdDBwUH/weSCKUKYQvuCy4MrA38DeANTgznCpcK0gk7CdoH+gW9A44BR//D/TP7mfhM9U3yu/Cv7mnteeo36fTmPeZi5uvmWOmo6TDtou8G9j/78f5GADkCFAY8BjgIdgomD+gO+w1mDVIOjgzoCJIGQgQZBDcCMwKFACQA6P3M/Mn8Qf0U/ysA0QIcBDEGDQirCp4KfAqnCwAOfQ9+DwcQ9Q8uD4gMcQswCh4J8AYeBXYEFAQXA1sBKwAgAGwBMgOeBF8FbgbBBmsH7gelCTALDwwhDB8NfQ4WD4sOpAzOC/kKhgpaCd0HCgbMA2gBd/+r/Qr86vgh9pfzKPEF8Ljty+x26qboUOeR5qTmBOfb6A3rX+638b/3Dfy5/gUA1AK1BdkFwQdHCygPpw7ODYYNug0PC64H0gWbBBMEFwKHAU0AVv/u/IL7kft5/OH9lf//AWMDBwW4Bt0I+ghJCecKSg2xDgUPxQ+9D2UOQwy+Cg8K1wgjB84F6wRqBPsCMgEOAI4AUgHeAl8D0ASWBccFUwb0BsUIwAm4ChYL2AyFDTYOEg0HDBELYQrpCX8IQgcGBTgDXwCK/i/8RfrM9uXzkfGx75fu3ewG7PXp1+d/5UzlD+aP52zpx+yI8Dj12/lp/ZP/cgDEAwYFygYbCoUONBDSDn8NTA2ODHcJMgd8BbgEqANwAokAG//7/HP6VfkP+hP84/1h/64APgJKA1MFrwYNBzEI1ApnDcwOTg93D9YO5QxOC9IKrgquCSUInQaFBZ8EegLAAJMAmwDaAUYCqgMtBJcD1gOSBOUF5wadCOIJFgtiC3IMkAwbDBILagpoCsIJ6AjZBvwEhgJVALD92/un+ej2OfSK8Xvv9Owz63Ppueem5QXlguVL5mrncelg7OXvafXE+eP8N/5zAYcEJAWuBxIM2Q+gD8oO+w5bDzwNbwp4CBgH7gV/BOgCgACd/sb77fkm+YT5n/rX+/v8hv2x/lQAfwL1AqUDUAaICXALVwx7DQoOfQ1GDBgMZgwKDNsKvglqCF8HywXWA50BSAGuAbACBgMyAtQCwQG1Aa8BSwM2BakGWAd0CAEKiAqQCngJ1Qn9CbkKWwqiCQ4I3gVAA8IAqf7b/D77X/gm9mvz6/AW7iLr8egw50PlnuQ25dPlwOWC5sTpoe348U/15fh9+wL+0AC9AjgGQgpJDe4Njw71D6cQDg/fDLgLxwqlCSsIiAa7A0gBvP5y/AL7r/oc+9b6SPpp+pf7QPy2/Eb9n/4AAU0DNAWIBvoHxwgaCYEJbQqUC74LegsCC7kK6gksCWQHRQb0BSAGMAYEBbkEcgNzAmYByQGTAhADYAO5AyAEIQTBBLwE9wQABfoFrAasBrkFkwQ0A9AB9wAoAC7/T/16+/n4YfaP87jx1+8b7vPrfeqD6fbo5+j858Po0unA7ZXwevLp8xL2IPmL+Zz7cv+UBH4GQQcHCUAL/AtCC4QLsQssDPYLNgzGCv8IKgdsBZsDzgEUAtcBKgEq/2n+Rv6n/ev8LfwF/d791v4Z/4j/8P/+/xcAfwCZAcwCuQMBBD0EZATaBPcEwQSFBEoFWQbWBs8GoAaMBoEFfAQiBJMEpARNBM4DbQPgAmsCAQKqAaUB7QGSApcCWALDAUgBaAC4/5T/z/+5///+G/4K/TD80vq2+ZX49PcR9+j1pvRb88vy0PFn8b/w/vDl8fjyffNM81vzAvTi9BD1tfZO+bH7ZfxT/en+FgC5ACwBqwKrA78EzAWJBkMGvwX+BdgFfgV1BVAGiAbBBe4EzgROBEUDtQKOAqsCbwKMAhgCaAGjAFAAEgCh/8r/DgAYAHz/Qf85/yf/4P7e/hf/av8UANQA7gBkAE4ApwCpAG4AJgEJAiAChQF+AfAB1QGIAa4BMgJxAq4C9wKiAvoBywHmAbMBUQGeAdEBKwFEANn/uv///jL+wv2l/ez8Lvxb+zD6NfkR+Ir3uvZx9v/1nvUB9Yf02vR19Dn07/O89BX1gfWd9tf3s/jN+LH5nvqg+0T8Uf0j/qP+Wv8dALkArQBGAcEBRgJ5Ah8D0gO/A6UDhAPhA78DyQPOA9gDrQNwA2cD/wKhAjgCLwLSAZkBfQFpAeUAWAA5ABAA8f+T/6P/bv9W/xr/kf/C/3n/O/8y/5D/Lv9s/7r/CQDU/8f/EQA+ADUAOwB4AGoAigDNAPkAlQBVAFMAVQD6/wQAJADe/3v/8v7C/lb+0v1q/SX9x/wk/HT7s/qv+aT4BviM9yH3rvZz9uz15/Wc9QH1u/Si9Aj18PTD9cz2tPcS+Fr4Kfnf+e364vv2/MD9kP5S/+X/GwB+ADABogEiAo8CRAN1A0YD+ALLAvIC5QIMA9QCqQJvAgwCqwE0AQAB1AC2AIgAeACCAD4Atf9v/0r/Wf9c/17/Xv9N/2D/QP8d/wT/Uv+k/6P/vv/V//f/qv+L/9f/EABTAF4AegBTACIAPABFACYAMABlAHgAGwDr/8n/tv9K/wf/Ff/r/qr+5P1D/aX8SvzO+6X78vqk+rn5ivhZ9+X1rvX79BL1ffQ49Fj0rPRV9CLzO/ML9I/0q/QN9q/3xvjF+HX5svry+5P92/5WAOsAIQIWAzADRAOjA/4EHwUjBUoFZQXABFkDpgJTAicCwwFIAWQAkf/c/pf+zP2C/cL98v3s/UX9if1P/TD96/xi/Un+n/4Y//3+IP+C/y0A1AAeAccBvgLSAscCmgI7A0oD/wJFA6UD+gMcA8YCLQIlAgICGwLrAT8B3ABsALv/Kf/6/gT/tf6y/Vb9QPzr+1b6V/mT+A/4o/fQ9uX1S/RD88zwpu/j7ZXtWe607ZDtU+0B7wrxUvHe8E/yc/UY9r33F/so/g8AUwChAacD3AX+B08JUQkpCZkJ3Ak/CPEGnAZLBuMEbwLCAUoAGf7A+3X6PPqd+QP5dPc19sH1V/ZP94/3Mfhl+Tn63/px+2H9EP9YAC0B2wJ9BLMFMgaQBv4G+AdJCUYJPQnzB9UJdwjpCMkGBwdXBrQDWAROAmkEdgE5AQn/yP7B/oj+mv7Y/Cn9TPyj/Nn6w/ou+tf5CPjs9l71MfT+8cvvq+9m7Q/tx+hC5kHkOuRC57zmcOhR6+DwDvGh7xHycvij+2X9KQPqB3sKEAhNCYoKmA4CEaURuA/2CiAKMwhYBpgC8wErAdv8Bfj29Iv0ufLe8EXwA/GP8UbxcfCP8JPyc/at+nP88P2U//UBsgNGBRUJnAu1DFAL2gp2C5ILngtnCmIJxAeeBjwELwKr//r/l/7Q/qL+yf0Z/u767vzG/C8AawFNAv4CwgHEAtUDVQaOBkIHtQUlBa0CigFOAEn/DP0V+b31I/GV7hXrxOmO5j/klt/W26jaAdyO4BjiYuYE7F7w6O/M8PT4ggGcBfgJIA+pEuYRNRF0E0MW7Rj9F48UMw4bCegGmgTRAJv8E/of9tTvO+tg6ozrjOu56iHrTuzi7TfvC/Kj9rP7rACFA5MFagfQCqwOLRF+ElQT9BLSEBEOmgyKDNwKEghoA0AAFP0Z++D4uvej9ib2KvV+9Kv3vfin/KX7zf+BAW8EyQf7CFANyAwlDw0OkA9fDl8Osgu9CcQGvQM9AQr8kfmb89vweuvg6O/lK+Px4PfcxNtO2d7XT9mI3nPkbeXV6Qj0CvpV+pD7nAXuDfoP3BIbF8MZXRetFOQVVRYaFk0SSAwRBQr/Lf4w+wX2RvCj7Rjs0ueU5c3mxelP6+Pql+2Q8Qr21fhi/MABqgZkC2INFA8uEAcTehWHFc8ThxF3D1UMsQgMBhQE9AAH/En3tvT58xjzPPIC8a7xIvI09DX1yvhX/s8BAQZuBcAKDgxcEN0RmROWFdkTxBJHDwcP7QzEC9gGRANZ/W36Bfau8k/vHOy76BvkgeFX4D/hu+BG4F7d+9wq3Enh4OZG7UfwHfaK/msATADuAtANZxIOE3oT5BWfFSYRlg4pD2kQ1A3sB34ApPpR91f39vSm8H/tROs26gnoH+n37MvwYvIE8kn1G/qi/lsBIQVvCfQMiQ6sDoAPjxBiEk0SkhBrDRYK6AYNBEsBj/8p/Z/5PvUQ8gLyavKJ8wDz6fN/9BD3ffi7/FsBCQWqCGIJfA1oDaMQgxG2EyIUBRMCEeANfgsQCT0I5QQiAvr7zPhf9E/yMfAC7j/smOf/5DTjruSm5b/kH+S54vvhq+M06KruivG48zf7tACdAoQArgUmDQgPARAfEOIS1g/PCysKbAunDN8IyQJv/EP47Pd491z1dfGn7kTu/+xg7djuvPIf9Tz1YvbC+dj+cwF9A14GMwp3DLcMiQxIDXYONg9mDtYL7QjXBfgDnAHQ//T9YvsQ+H30tvPh9LL1t/UZ9Tr2Kvjv+Qv9Kf/YAwsG1wiMCokMiQ9iD0wRkBBYEp4Q4A7zCzkKtAhZBrMDBQBq/b75BfgX9aDzePHi73vt4OpO6OXpHOkE66Xnyueq5jHkPemY6hvz4PBj9wj91f7R/tX94QdxC5kMAwzdDV4PqAtTCcUKewzxC8wFxQC7/Jv79/ua+Qj3DPP98TXxBvAn8RLzJvYk9kr15fdU+8z/oAA0A20Gqwj0CV0JHAtpDO0Njg3jC04JdAesBX8EygIgAQH/c/vE+KX2pffg90X4s/YF99H31flH/AL+9wA+Au0FvwalCdgKFw4wD9UOFw9wDqUP8wwQDNkJXQmqBkUD8f8v/nD8i/pv9/r0DvOp8cTvtu3668LqS+pf6VHqyugT6RfkCOjW6k3yhvF/9Bj9P/4M/1H7hwcaC5kMOQrZDCIQoQyBCg0KIQ0fDLMHHAJC/sj8b/1B+/L3B/Rz83TyuPDp8JLzg/ZE9mj0kPYR+xz/TgB9AXcFbgf1CDUIfAqgDAMOXw35CvAJIwh/ByoFywMXAlMAC/3b+UT4Gfli+Uz47Pa39mv4M/ku+6H9TAFQAh8EzATgCMYKRg0RDlQN3Q5jDdoOlAxUDEQKkAicBSYDHAE3/6f8gPlV90b1/PP38envY+6r7KbqhelC6UbqY+gX5+zk3eh/6x/wUfEK9xP9OvzD/I/97wfDCWoL3QtODdcNPgrfCjcM3Q0UC7QFZQHE/qb+Cf6/+m33efQG9L3xK/GP8q/0XPXo89/0n/do+0L9Jv/SAfIEQwaqBkQI4wp0DWANIwyBCpwJ/wjMB6EG9gTdAoj/i/wZ+5P7Tvve+Ur44ffm+Gf5X/sX/Cj/+ADkAjIEawUNCUsJjAv9C8gNsA2/CxcLXQrbCjwJmgZ3A6gASP55/Jb6ovi79QDy6e+Z7X7sOerX6W7npeVz4x3jlObt5+Lr2+pi70XySfll/Hn+vgEjBSgIzAhaDq8PERFbDB4NhA3ODrULUgeqBBUCfQDt/Gb6Tvf09XzzU/Iu8UXyG/L88WryJ/UD+KP5dPr1/BwBQgQCBvEGWgnVCkIMdAxbDc8M4wvbCZIIZAdSBuMDUwF5/+z9jv2b+pz6Avm3+oT5P/t6/Kr9Pf8K//8CjAL8Bp8GfQl2CboJMwuZCq4LbglpCSQH0wVoA6UBl/+l+8D5tvaf9XjwTu1A7NDpAOnM5ZXldOYb60rsjOrs5f3rtfDE9tT9k/8kAR32CfxYCLwTFhR5CscH+gQ6CvYNWhJZDdQDu/6C+yMBcAAbAI/5QfPE87PzNfXf86v06/Yp94P16PaD+EX+HwAnA7oEhgN6BIIDPQoADEwOeQkuBuQFIAf6CVkHGAaoAboACv45/zX/iP+r/SL7BP3L/KH/If4vAQYC+QLIA0ADbQazBqwJSwhVCAcHagfjB8UG2AarA/ABtv4c/mD9YvrA9/Xzt/LA8fbvHe907NHqjOfE5YPopOqA6yPqJOog7aPuQfMr9pv5UvwM+7r/DAEQB7UGUwjFCW8IIgtPB6cKcAi6CQ4GRANmAh0A1ABY/dH9Gvvi+ZP3CPhB+Qr63fhw+VL5sPqI/BH9ewBfAE4DigGnAyoF8wYpCM4GYAhUB5YH1gYpBx4IHwUZBbkCRQSEBOwCxwNEADIDPgB9A8QCywKOAuUARgNtA/kENAPIA0cDgQR9AtUClAGwAUMB5P6C/vv7UfyN+p/5S/gE9pfzE/Bp79buRu5W7XrtB+2L6/brMuwt7w7xXvI785Tz1/ZD+nj8Uv38/jgBBgSxA7oF7gb7B1sHPAf5CGAGzQV/AkkFGQUTA9EARv1U//38Gv5Y/cL8aPxK+V76AfwO/5z+if3t/P/+DAH+AD0ElQSaBhYDLgVKB9wHwweYBYcKlAc3CFkErQftBz8ISwiUBC0ERQFyBTkFmAWYAcUAtv/gAOYBuAHAAHb+ev/X/vX/Af9LAPv/6/7C/hz96/x8/L/9gv2w+hn5+/W/9hf2wfY89nH0lvP78Yn0D/NB9BTyJvSU9B70S/Ws9Ub5Pvh++kD5wPuH+8n+sAGKABsAaf4hBJYCHQSNAuoCewP2AVwDYQGcArL/2wF0AbsAK/7o/OH+kf9DAUv+zv1C/vP/3gHFAuoCOQOEAxgFOAYuCP8HDghPCZcIVAmuCAEJbgmuCTUIgwYlBtQFrwTxA1QDKQJOAOz+Tf9D/+b9YvxY/HD8GvyN+yL99f2K/qD+8/49/2H+QP8F/4P/2P88/2n/sP30/En8fPs4/cn7I/p69xD4pvpB+n76ivf69dD0vPZb+Ib4+/Z29xf6tfnu+DD4Wvyi/HP+9f1++3r9tv9fA/D/D/62/iwAlQEJABgCwQEdALkBiQLo/yv+DgBEBJoDCwPGAA4AGwI/A8UGKAV3A7sDTwXiBGcF5AYjBzoGAgbEBZIEoAPcAykGRwWGAkEBZAEtAfkA1gBQAOf/q/85/47/Jf5j/rH/MADu/4T+Ef6O/sj/t/8HAJr+7v5G/33/Uv+I/zb/Iv2i/fr8mv2l/Lv9jv4P/sL8rvpL/Kv8vfw7/WD9eP1A/Sn9Vf60/c78dv0V/q/++/4OANL/AgDG/4X+9//9/hz/sv8xATIBPv5J/kT/tf/6/hH/xv8sALz/0P9n/qwA9ADiAK8Aj/83AZ4ARQKeAa8CKwLYARYCSAIqA3YCSANlAkkDuAJWA88BmAHtAQECjAIaAaIBwAC0AI8AmwCxAFUBjf9IAUkBo//DAGYCWwDX/yEBtv/YAPX/2//K/xIBb/+WAOr/JP+a/8r/NgHF/6IAnP+E/0QAvf8HAD4Bj/8t/mX/nf9o/37/XgA2/wT/PQAX/1n/fv+9/l4A6wFb/08BWgJd/4oAfQHmAIUAVQHLAWkCGgFuABIA+ADrAooArgG0AAT/wAEHAT0BRQOXAAwAowCLACEAGQI7Avj/KQIa/5b/tQI3AqEBpAMqAIUArAKqAVICMgPmAVH/qAGxAK0BTwSnAYoAiwGWAFkB7wGGAjwAcQF2Abv/YwHaAUEC5QEvA3kAvAGSAVYAtAOGAZ0DnQFTAeUDt/4ZA+8D+P78A3kBMgEoAkIBSwKZA/oA1gFsBHP95ATVAfABSgX4AWkC8QJtAJ8BzQUYAhAGBgHLAD0BogRHBH4BvwbkAjYDwABiAsMF9QMCBKsDjQIQAkcDGQOpAoEGmAESBN8CIwEUBxECnQEqBOQCUgJgBJQBAgb5BGoE9gMHAUIDJwYNApoDRAUl/+cE1gF4BOAGugR6AisCegThAqgDvwbqAmkCfwfKAbIEFQMTBCIG2QPoAiYGcgMWApEEYgQYCLID+wFYBJwEPgNGBZIFGgRRA9UCigHtCHUCzATPBagBAATuBC4E4AQqBhcCnQeeA+cCawJwB3gDQgZZBmsBpAb9AhEF7QSSBLkGIAOiBC0GBwEDBVkFVAR2BTAE7AHtBP8FBgO5BP0D0wSDBZ0FXAWoAuMEAAZfAVUHhAP+A64HAAJsBBkFtAUAA4wJ+QRHAroFFwKSA1EF3wRcBQcGYwOoA8YD4gS6BHoIVwXsA6kBzwXgBRsCywVqBG8F5gSCA/oF8AQI/9MKgwE0BtcGdf5hCJ0CMAVJBkAErgMjCD4DYwNRA6cFoAZDBm8D7ALaBqgC7wd2AykD8AepBdYByAY5AqECbgdgBOYH6QOlAIEGKAJmBfYITAHQBrQEqAMFB4kCzAJmCXQIJAMb/9YGgQVkAgYI6AJKA9EJpQLQAL0JL/+iBwAKuf9LBTcGlgH6BK4CIQa+CH//rAc6AkkDbAb5A9YCAQpdBU/+ngnD/PUFgg0bAFoFpwSI/mEHDgWCAsUIrQH1A5gCYQPdBSAFnwWGAkwGSgP7ApoFKQfUAi8BfwbgA88BaQTYBQcD3AYWA5/9UQbYA/4Cwwe5ACgHXAQeArkEUwJeBFsGcwJEAtoFPf93CLX/+gIyBuABHAR/BaoCGQTsA9r/owhDAKEHYAKZBJsEkgH9Bk0B4wMXA4AG1gRUAQkEPQS9ASEE+wJGBEoFeQMSBCsEawKyAQcFpwH+BMwFXwHsAbAAuAF8BMgFuQN+AR4DRQKgAFIElgKhA+oDPwJVA5QDIwGq/28FYQNwAo4CVAKjANID2wQ2/v4HgAL3AeEECQBx/s8DJAWz/2QGLP/vAdcC1gHLAL8EIgHr/2sF+/2IBCsDAATa/iYC1AOE/tAErALxATQBfAIn/1wCMgUaAncFnv67AQ8DuQCrALcCxwNvAjMBDf//A7j/xANMAjUB3ABuBGwBp/85BRP+iwbx/hAAWwcg/DIE1gTk/A0DXgPr/QMHAgPa/oUGAP7FAksBiAAsA10C5gIfAj4BBgBIAx4AgAXwApf/1wGrA1j/0QKaA/f/xwVX/6kCZQSW/4oA4wLa/74DWwN+AYYDz/zNASMCdgH8BFYBCQH+AcgBIwAGBd4Cm/1qBpAAv/4gBzT/iP9BBsL9IQITBDEAugJ/AqoB7/7lBQj+egDeBxv7zwPuBED+MwIRAYYAJAJJA5EBUAHPAG4ACwK1AIgDvQFu/5AC8QDmAC8F8f/7/lwFof1uBTkAJP7IA8n+YgT6APkDOABT//ABcQDtAZkBlgJNAA0BdP8GAwwCf/9kBQj/ngCBAmz+8gOzAAn/dwVO/tcB7gIW/YcGrAC8/6cCov7XAeMDwP4eA3kBIP+4Alf+QgVJAhIA9wP7/WT/TwMu/ygDPgTK/hwCvwD3/z0C1ACaAGECgQHr/nUCpQHZ/BEEYP9HAS8EiP3mBFv/zADBAir+vgUvAdv8dQSN/vT/uQOM/0cAGASn/vUBRgGM/NUHn/sVAYwDbf3TBAT+hgApBDb/zP/yAXL/kwLK/67+7gMq/qcEof4pAOUCov4EA0j/gQE/A07/H/+VAQr+ZAVt/qUC/AH9++UCe/9oAcb/0ADkA+n+Rv/kAk/9WAITBMP+8wPYAJP8ZwPmATD+0AL1ALb9kgNG/ysAcAJ0/0oAcwD5AFUAfAIf/jIA0wEdAcL+vP+BApb/YwOs/u//3wD4/IADDAIvAL0BEQGH/iMBFwC+Adn/9f3ABU78OgNd/pb+4wQu+xwDIAEDAOr/JAAc/yoB8ABc//ACBf51AewAmP/q/7X/mgDL/vQAmQFj/90B2v8Q/r4Cuf2eAmYBMf+7AAz/cQFIADb/swHb/icBhgDX/7gBXftEASf+kwI1AScBYv+9AS4AdP7/AL//ZgNu/nADifws/ysATABIAFYDAAD9/m8Cy/x5AdoAOAH4/9UBTgC5/6T9xAAO/bsCcwKr/lEEFfoYAU0AvgDw/xUDSf/E/w0ACf2KAlf+HgEkADAFjf4gACD/gP+5AMX+MwHS/3kDJv2I/z4AD/4jABEC9f1aA+ICN/7dAY78mwCqA9b8LQJMAEr/2gK3+l8CzP1lAwQBwv2hA+P7bf02BN3/U/0DAxT5SgckAGz9XQJA+9MC/P/J/4EAcAB1/nMBZP1p/3oBnv6HA8L+ygEIAGL8Gf8NAaj9XwHRAlf9NAFj+0UATv9+/ycCRP1/AQT9sv7hBD37FQG5A+z7IgGe/7YAAALw+/UBCv8h/tIFZ/zO/uX+k/08A5j/PP2hABT+kv69AZL/GQG2/qT9twHM/GEA0QKG/tcA+P4a/gv/QwGF/wH/2gA//b/+h/8//IMDOP6X/88AYf+wAa39jP7i/tUAKf5mAU399/7tALT/CQFk/rT/S/5xABYAa/9YAJX+7ftUATL+NQLE/3/8QQER/NADfvx1/pIBZvyyA3D+yP0xAMf+hgHp/iv/2f7wAyH8xP19AR37bAQ9/Eb/2wPz+2//FQHb+1YADP8k/S8BE/56AJj+q/6z/2X+jgDu/mj/f/9N/kAAWwH8/mb+t/6D/VkCQ//O/L4Bgf2+/y//5fxB//n9iQBI/rQAn/8Q/U0BnPze/t0Al/w2ApL/1/wIADz8Kf+EAcb9fwG1/Uj91AB9/ikBPfyjAOr/XfyOAfX9l/5EAD//qv7B//P82/9BASb+kf5y/TX/xf0BAOIAQwAo/1cAxPvw/1P+B/9ZA/X8KAEP/Cr/CP/T/70ANf9f/cAAGfza/58AXvz5Atv7PwHg/rL8FgAUADz+1AAx/KT/ngAP/XUA+P00AFj/2P1U/pb9/v5zAkz+Bv+2/NQAwP8zAEQArvjgAeT9tv8ZBOX5nv/n/p/83gGy/k//df+U/rj9nP4c/6/+Zv7KALf8tf2hAuH9IgAKANf6Ev41Ai/+OwDl/SD9rP9H/8L+kPxWALf/6P+s/3/8DP0aAC4A+v1b/lf+N/tYAZYAVf3WAE/+fv16AMn/m/wtArD9aP72//v7C//1/oUBjf6s/ycA1fqrAOT9GPwqAmT9x/3lAOD6Kv65ASn8LwHO/sP9rgGr+tv/D//3+0YDsPyR/hMAKf9j/+n+4AAL/FQBe/xN/YABFQCX/VT+ef1S+swA2f/z/Q4Bj/6M+vQAqvpOAdEA//7jACL8bgC7+pgBVv+y/NMBAv6p/V0AZ/7C/6L+oftxAFT+kP4Y///8OQCm/Yv9oP5e/mv+iADz/yz95vx9/v7+Z/5PAAv/gwH9/Cj+h/2I/fr/Qv4T/p0Ab/21/FoDtPoO/w4AT/vg/yf+mP6c/9T8ef9b/pX+Jv+SANIAAvvKANz8Wf2zAJj7pP9cAFT6GP5S/nL9tQFs/ur9Yf3g/4H9qP9T/wr++f++/m7+TvxcACH9bv5IAhn+4/yA/kL8iv5WAgv9ov2i/XL8+P9r/i7+6v85/gD/A//y/er/QP9//VQB8/uY/fwAJfzt/+b8MP5r/nD+tP23/nEAzv0N/3f/Nv+n/bj+wP1d/az+uv2NAL4Aef3C/mH9af/oAFz/Nf8Z/bb+zP3H/dUAbP0d/9X9dv6T/yL91v4z/m7+0f5u/53/tf9O/hj/ef7C/rn9Xv+t/Xv+LP9R/Ov/df4X/9f+kvxg/vgBj/xdACH/0fsvAV37vABSAYn96AGt/Gn9PgBF/kf/dv6//Bj+9f97/9cA+Pv6/e39Wf4QAcP8Of+c/0T9Zf8EACL9wgFI/+j8PwD7/DgAVwEo/Jj/sv24/4//i/w1/0r+ev+E/wv+KP7u/w0A+gCu+0f/nwCi+skBMP5D+k0EKP3C/1P/WvtwAY39DP/K/jYBbP4eAEz9Tf56/8n9P//I/UwCEv6l/uH9N/w5/4f+7/73/gf+xAGu/5X+e/83/a//hP97/QsB5fwv/skAtvrt/1T/2/0XA5L/evvhArD5XP48Acr78QF0+0kAPf7F/EACB/8I/SUAIvzwAjn9TfvUAAv8iwCs/ycA2v5hAZD92QAm+qb9MALt+z4Brf6C/jP+Kf6f/nH+V/5Y/3f+6wEv/RsAqgAm/OX+GP9x/g78OwNs/PD8nQHF+mcDgP6e/AwBTfylAC3+X/49/2388QCi/lP9dQCh/e3/j/6n/UD/P/1CAaf9Av1d/yv8CgDMAB78VAAXAD/8OQI++43+UAG2+wICYv3RAeP99ft6Ae/7GwHs/U77vgHS/Hv9AQAn/RT/4P16AL38lv8Z/kz+UQDO+8UA/fuaAGD/Zv42AS78Jv6SAI/7nwAL/wf8tP4D/ZgCzPsB/0H/CPrLAhn/P/ofAmz7mP9yAWr9cwH7/Br+xv+bAFr9+wEN+8D9wP8N/Nn/K/26/bEAj/+i/I3/u/stASn9+v+F/7f7BQIQ/rr+T/7b/AAA6//+/4z+t/y0/9T8Kf9A/nH+DAFW/m795v7Z/sv9Ff5+/zf+4f/b/jH+JwBY/aoAMAAAAF/9jP4u//39jvzh/kz+AADMAQT73AIL+ecAKwGW+7ADNvzo/4f9FP4n/jL+AADJ/sr9x/+y/kb+Zv/0/Sf+WQK5/I7+5P9w+3QDxvv0AKf/V/zlACH9Ef7V/XQAOABJ/WEAdft5/mYCbPzmAhb+5fo9A2n8O/3KAX/5TQNO/hH9sAIG/Hb/dADV/Ab/cwHj++MB8/1y/ssAVf3q/1kAsP19/UYA6/3A/iT+sf7d/YL//v7r/ZIAeP/MALD/yfxi/oz9OP6FAAf+hf8u/7r9dADh/iD+AQCj/nP+LgLz/W/+zADr+w7/Tv8XAGL/Gf8w/rT93f+o/1f9df/vARz8CgK0/KX90wIc/koA7v/p/mL+jP/o/o7/gf4hAU391f+fAMH9uQIk/fP9PgC9/lz+1AEU/tH/6P3m/NQAiv93AJz+vP/H/YABuv/D/pf+8v9t/vf/bv4Z/gEDf/xSAIX/l/6iATX9JgCsAED9cwMn/CT/tgF//n0BDP46/Sf+XAEj/9cAMABs/uH9Qv9R/VwAIQHJ/4wAfvyX/zP+zP+LAIT++v+X/3//x/+1//H/7/5a/rMAZ/8lAfUAiP3u/tH8QAFr/rX/pgBY/vgCGv/D/vX/iP/4/k8Aav/tAFj/3f4W/jX/iAAmAVsCS/85AF3/Uv6k/rgAuP0KAo3+Z/5VAQv/sADH/2r/7f1RAhH+3QBP/1r9+QC3/gMAWALDANH/m/8F/v0AFf3iArf/BP/8AN79jADz/lkBK//H/xn9YQCoAG7+rAAhAFz/+P8DATb/OwAJ/isARP/9/50AWP8tAQoAXgCp/6//iP7mAG//5f+Z/4P9dgE9/7AAk/7L/kgBWgAWAKcAGP4U/vf/dv/d/5YArwCF/VUBL/96AAcBGP97AMH+Zv4+AI4A5ACaAb8AFQCO//L/MwAyALj8HwD1/2T/dQE2/Sz/oQDZ/k0CCwAzAYcBcf2rADv/k//PAVX/lQEnAF3+IQHP/nYBBQBe/mf+Yf8cArH+xAE8/5b/4AJM/8sA1wAU/mb9NgHA/zoBHwIv/80A1f5P/ukAZwDu/nMCT/40/swBOP75AJMCR//5ALL/2/5FAab95ADa/lT/IwEO//0B8P7Z/p0B+/5a/ywDL/+kAtABCP71/6L+uAESAjcAUP+r//v9CgDv/6H/yQAv/+EACQER/rj+yf7D/tECk/9/AWUCzf1CAdD/d/14BCf8MwDRA7T8UALN/xEASwDsAH3/HQB+AVIAL/8T/3n/PP8dAjX+B/6gAzQAKADLAXX+Kv+WAaL+TQFK/5//FwOU/eEBVf8gAoQAS/4bAub/e/6k/20BG/2wAfsBNwGsA//68v87Aiv+JQS5/pH/HgL5/pEAUv+E/3wAOAG7A/L9ZQK0/w38kQT9/P4AAwJG/SMDeQCk/gwEWf4O/zUCrPyXAwgAVf32BEz9+v6UAsL+1gGvAMUB4AG4/b0AJACc/gECrP7aAV0CuP0TAb8CKPwNAO8BHf4dBDIAYwFCAab/YP5MAZ0Buf/ZAXL/2v91/40BNv8x/mAB4AFV/2QCBACGAKb/VP90Af//XgIo/7UCz/8d/h8DtQCT/2QAt/66ATcAXgDHA5j/ewBoAIwA8/9J/9UBn/9MAAEBrf0ZApL+CwH3AxP+SwJHAaj/iP0cAkAAB/8GA5/+2AE/AQD/+P/dAWT/+wBBA8X+0wA2AMr+AwGQACMD4QDv/w4CaP5jAVX/gPw/A7oA8wBBA2f+6AAoADoAzAB0AjQBaP+dAbb+Rv/k/f4DDwA3/zIEzvzQAaUATf5CA7j/g/+xBEL+oP8DABn/zAJQ/+QCJv+O/mz/YAGuAdL/2QH4/34AmgFSAAIA1wFI/rEBRAFc/koBEP6RAB4DhQAbAan91ABxARj/sAG3/rcBowBLALL/sgD8/ygAqAOu/XQCMAGc/1ECH/9+AJEAov/jAEcAbQFLAfD+hgBd/r8BCwBg/7oBF/8VAd3+qgBhAJT+4gE7AjIBcgHv/9j+U/+E/98BagIcAbr/BAAVAJMBjP/P/coCmf/D/wwErfyY/7wAUfz3ARgBLQESAoECywBQ/4MANv9HAaACUgG/AHH/8P/T/jQAJgEF/8QALQIkAFH/lP8T/3v/XQDG//gADQLr/hMCs/+R/xQBKACpAk0BV/+iAJP/VgA4ACT/ggLT/7YAQQMY/4sA2gEa/8AABwAv/8ABFwG3/iQCUP4WAOcCTP6ZARwAGgBsAvH+aADJAb7/hgH+ANEAvgByAAYANwF6AAkAzwEB/10ApwBl//EA4v/tAJkA+/8dAkn/+v9PAA/+9wHTArT/EQP+ADP93AFGAXz/dAKWADn/sgLh/qABSAK6/hMB+QDfAaYAKwBU/zwDRAKp/gkCs/5j/8UD0QEMAVwBcgACAHQBigAr/74DMQHw/+ABcACi/+AAkAGc/0wD2AETAG8BUAA5/wQBNQLGAKMCqwBhANwAvP9uALAAvgImAkcCUQKHAK8A5P+fAM8CfgEGApQBpgCfAQT/agBnAaIB2QIxAmkCsf9J/68A6ADMAUECYwL+/68BYAF6APcBiv8QAlkCMwEgAlcAd/8yAVEBVQGXAiUB5AE4AaT/CQK6AcoAXwLQAfP/swHsAEQBdgG/ALgCqAHKAZIBRAFKAeIAcgEoAaEA0QLoAFwByAESAMwC7gB2ADwCYwEQAkYCDwC0ARQAD/9UA4YBVQFWAmwB3wDuAD4BlgDSALACVAJHAXQC5v+iAOoBBAGeAhADpQAaAogB+f9hAdMA1QKeAUcAHwIMAl8AUwIHAfAALwIaAVYCJALOAekAxgBoAakACQHZAq8BRQE3AuMA1ABZAksA3QE/AqD/OwKrAW8APgMOAVsBPALkAIkClQL6ADsCBgQ3APIBMgJjAAsCTgH1ACsCBAGCASQC5AD8AKcBTQGeAD0CwQGIAVcBwgFxAoMCoQH5ASADKQJHArEB2QEBAT4CpgJ8AMIBggGzAT8CJAGdASQD9wCaAUACyQAjAo0CwQGhAqQCmwCDA2ECPgFWAioBUQJGApUBOwJiAqgBkgE8AsUAUwErAxEBQAJUAqAAiAKmAvMAugIgA2gB6wLyAT8ANgK9AvABkwHZAR4CGAIZAuAB7QH6AdoB2gGaASUBZgG6AiQD0wHAAhUCvAH4AX0BLQJkAq8CuAHqAXoBBgGeARoCqAFiAXcDmQITAkECcQH2AGMBWgL2AnQCwQEvAjoBSAPeAcMBuwI4AdICYwJsAkgB6wHfAZsB3QG/AQEDOwGKAhUCKAH8AXoBYgIbAuIBcwI1AkwBNwHmAs4CYgJLAkECXQI9AWkCJAKMAVICdQJaAUMCkwJDAZQCgALMAZMCAgKzATQCjwE2AgcCqQJnAgcC0wEuAmACqgKDAp8AYAK2AYcCQwOLATkCpgKEAt8BGgJsAjoCIwINAqwCKAJRAWACJwL2AaICPwIrAg8DBgMxAkICTwKcAYgCCgP8AaUC8gIAAvQAhgK4AaIBRQM9AuABBwJIA3kBwAEyA3QBuQIOA7UBgQLmAhsCVgKuAikB5AHiAiAD0QGpAYICWwHCAVwCywLVAaACugFrAZYC4AGZArwCUAIPAvsBjAF3ASYC0AIJAucBmgJEAv8B/gEMAhMCrALRAnYCXQLKAdcBMwJuAS0CPQKyAh4C/wFAAusAGAJ7AmYCAgJzArMBzgLQAqkBLALaAVsCdgJ1AhkCsgJYAgcCfgHsAVcCCwKVAkEC8AF3AmMC+AClAVkCEQJ8AogC3AGyASkCTAGrAckCDgKYAqwCIQLNAYMBvwEsAokCGALQAmECjgGfAX0BLgLmAeYCJwPoAdQBCwLUAQkBNQJfAsIBCgL+AUMC8AGJASkC/AHQAdYBdgJ2ApYBXwJmAgUC+gE1Ap4BVAFFAjsCCgLrAbkBFQICAp8B3gHpARoCPgKNAfgBJALsARQCZQHpAaICMgKKAbUB6AF9AQACJwKIAXYBBAKnAYkB3QHBAT4CPQIeAXAB3AH4AMUBmQI+AiEC7QFZAVwBsQFEAc8BaAI5AX4B1AEdAVYB4gH5AdIBCwKhAYcB0QFWAaQBqAGkAWcCOgKcAZoBeQFPAUkBgwHjAQACygFaAYUBOgFWARICggGFAQ8CqQGwAXEBPgFOAZkBeQHlAT0CdAF6AXoBiQFxAZUB1QHyAbsBgAFsASYBQgFKAYIBvQF9AYkBfQFSASEBWwHFAa8B3wHCAS8BIAEwATYBMAFqAcUBwwGjAWIBogFyAWsBfwGIAZYBmQG5AW8BKAE9AZ8BbAH1ACwBQAEtAVQBGQFBAVIBOgEaAR0BKwH+AHIBswGZAYkBSAFNATsBHAFZAWUBTwFEASQBGQESAQ8BQwFyATsBKgE8AfcAEgFlAUwBCwF2AWgB8ABNATgBGQEqARABSAGFAUcB7wARAekAvAD/ABQBFAFDATUBBQEGAeoA1AACAS4BQAF0AVkBCQH2AO4AEQE8AUYBMgE6ATIB4ADwABMBGgEjASABJQE2AfEA9wA3AcwA7QAVAfcA+wDxAMQAtgDdAL4AwgDkAP4ABQH5AOkA0QDlAMAA+gBcAScBHgHuAOQA1QDGAOMA8gAGAfAA6QDgALkAmwDvAOcArQDiAMkApgDRAKwAvwDlAMUA3ADMAOQABAHuAO8A7wDkAN0AzgC/AMUA2QDxANsAtQC4AKUAlwDLAPsA1gCvAKsAsACfAJsAoQCQAJgApwC1ALAAqgCeALEAvACuAKwAsACrAKsAwQC2AKUAogCZAI8AmACjAKIApACYAIQAgAB/AHwAhQB/AHoAeAB4AIIAjACeAI8AeACFAJkAcABiAIEAZQBUAE4ASgBvAHgAYABpAHEAbQBmAF0AWABbAHUAfQBaAD0ALgBRAHYAbQBSACEAIQBIAGgAZAA7AB0AEAAWACQAIQAqACsAMwA2AB0ACwAYAEsAVwBUAF0ARwBCAFIATQA8ADEANgA0AC4AEwD8/wQAGwAMAAAADQD5//7/AwAFABQACgAFAAkAEwAJAAEABwAPABQAEwAWAAUAAAAGAAMA8v/m/+z/+P8AAAAA7v/j/+T/8v8AAPr/7//q/+3/5//q/+z/5f/c/+b/8v/a/87/zv/M/87/3f/j/8//uv+1/7H/uP/B/8X/zP+8/63/qP+r/6v/r/+2/7X/rf+m/6f/n/+Y/5L/lP+T/5f/nP+h/53/jP+G/3//gP+J/4z/jf+I/4D/ff95/3r/dv95/27/Yf9k/1//ZP9o/2T/YP9e/13/Wv9a/1//Y/9p/23/a/9i/1j/UP9J/0j/S/9M/0r/R/8+/zf/Ov80/yj/JP8d/yD/IP8h/yb/Gv8T/xD/EP8N/wj/DP8S/xH/Ef8P/w//Df8M/xP/E/8U/xL/D/8Q/w3/A/8C/wL/BP8G//3+9v71/vP+7v7w/u3+5f7h/t3+3f7Z/tj+2f7X/tb+2P7d/t3+3/7d/t7+4P7c/tr+2P7X/s/+zv7L/sn+x/7D/sT+vv6+/rz+uf66/rb+s/6x/rD+sP6y/rH+s/6x/rT+tP6z/rP+sv63/rP+tP6y/q/+q/6p/qn+p/6j/qL+of6Z/pf+lP6R/pD+jP6K/oz+if6J/ov+if6J/or+if6F/ob+h/6E/oP+gv5+/nb+c/52/nb+dP55/nX+dP50/m3+af5q/mz+af5r/mj+Zv5h/l/+Yf5g/mP+YP5i/l7+Xf5b/lf+W/5S/lT+V/5T/lf+Vv5S/k7+Tv5N/kv+TP5I/kn+S/5I/kf+Rv5D/kL+Rf5I/kn+R/5C/kP+P/49/j/+P/4+/j7+P/4//j7+P/4+/j7+Pf4+/jn+M/43/jX+Nv41/jT+M/40/jL+MP4w/i7+Mf4u/i7+Mv4u/in+KP4t/iv+Kv4u/ir+J/4q/jP+Mf4r/ij+Lf4v/ij+Jv4n/if+KP4p/ij+Kf4p/iX+JP4h/iL+Iv4k/if+If4k/iT+Iv4e/h3+H/4b/h3+H/4c/h7+Hv4j/iD+HP4a/hn+Hf4X/hf+F/4Z/hj+GP4U/hL+Ev4T/hT+EP4R/hD+EP4O/g/+DP4L/gf+BP4C/gL+BP4A/gb+/v39/f39+f37/fn99/35/fn98v3z/fH98P3w/e/98v3t/ev96f3o/eT95f3o/eT95v3i/eH94/3f/d/93/3e/d793f3e/d792f3X/dn92P3Y/df92P3T/dL92P3Q/c39zP3M/cz9y/3N/c79y/3L/cv9yv3L/cj9x/3H/cj9xv3D/cX9xP3D/cL9vP2//cD9uv2//bv9vP2//br9uP28/bv9uv23/bb9uf24/bX9tv22/bH9sf2t/a79rf2r/a39rP2q/ar9qf2m/aX9o/2n/ar9rP2n/aX9p/2m/aT9pP2n/ab9pP2k/aT9pP2l/aT9ov2j/aP9pP2p/ab9pf2i/aD9pP2i/Zz9nv2g/aD9nf2a/Zn9l/2e/Z79nP2Y/Zn9nP2Y/Zr9mf2Z/ZX9k/2W/Zf9mf2R/Y79jv2U/Zb9kv2O/Y/9kf2M/Yv9i/2M/Yf9iv2I/YD9gf2E/YT9gv2B/YT9iv2H/YL9gP2B/Yf9iv2I/YT9hP2K/Yr9h/2H/Yb9jP2I/YT9hv2M/Yz9h/2K/Yr9if2J/Yf9iv2O/ZD9kP2O/ZD9kf2S/ZX9kf2O/ZD9j/2U/Zb9kP2S/Zf9l/2O/ZH9k/2U/Zf9kv2R/Zf9l/2T/ZT9lP2V/ZD9kf2T/Y/9k/2W/Zr9m/2b/Zr9mv2Z/Zf9nP2a/Zj9lv2b/aH9oP2k/Z/9nv2g/aP9o/2h/aD9n/2j/aP9o/2j/aT9pv2k/aX9pv2r/av9qP2m/aX9pv2m/ab9ov2k/aX9pf2p/az9p/2o/aj9qP2n/aX9qf2o/an9p/2m/a39r/2t/af9pv2n/aT9q/2t/a79rv2s/az9q/2t/a/9sv2s/az9rv2w/bD9r/2u/a79sP2s/an9rv2t/a39rf2u/bH9sP2u/bL9s/20/br9sf2v/bD9tP24/bP9sv2t/bL9s/2y/bT9s/20/bT9tf2y/a/9rf2q/az9rv2t/a/9sP2u/a/9sP21/bX9sf2y/bj9uv25/br9u/26/bf9uf27/b79wP2//bz9u/3A/bz9vv2+/b79v/2//cX9wv3A/b/9w/3E/cT9xP3I/cf9yv3I/cf9zP3O/c/9yP3L/cz9zP3M/cz9z/3P/c/9z/3R/dH91f3Y/dL90f3T/dL91f3Q/dL91/3Z/df92P3U/dP92f3X/dj91/3X/db91P3S/dP92v3a/dr93P3b/d793v3f/dz92/3b/dv93v3c/dv93P3g/eD95P3i/eP95f3f/eL94/3k/eT95P3l/eb96P3l/eX95P3n/ez97f3o/er96/3t/fH97v3u/e/98f3r/fH99f3x/fH98P30/fb99v30/fb99f34/f39+/38/fv9/P37/fz9+/36/f79//0A/v79+/39/QH+Av4D/gT+Bf4G/gf+BP4G/gn+Bf4F/gX+Bv4D/gX+Bf4D/gb+Cf4I/gb+Bv4I/g/+Ef4Q/gz+Df4R/hH+Ef4T/hL+Ff4V/hf+G/4Y/hv+GP4a/hr+IP4g/h7+H/4d/iL+Jf4o/ib+Jf4m/ij+Kv4t/i/+MP4w/jD+MP4s/jX+NP41/jn+N/45/jz+OP45/j7+O/47/jv+Pf5A/kD+P/49/kP+Rf5G/kP+Qv5F/kf+Sv5J/kj+Rv5H/kv+Tf5O/k/+Tf5O/lL+Uf5T/lT+Uv5V/lX+U/5T/lv+W/5a/l7+X/5f/l3+Xv5g/mb+Zf5g/mX+af5p/mn+af5q/mr+a/5r/m7+bv5u/nT+cP5z/nf+eP56/nn+ev58/n3+fv6A/oD+gf6E/oT+hP6H/oT+hP6K/on+jf6Q/pL+lf6R/pD+kf6V/pb+lv6X/pn+nf6d/p7+nv6g/p/+of6h/qD+ov6i/qn+o/6i/qr+qf6q/qz+rP6t/q7+rv6z/rf+uv64/rz+u/67/r3+vv7A/sD+wf7G/sb+xf7F/sT+yP7G/sn+yf7R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       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "                <audio  controls=\"controls\" >\n",
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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 432x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n",
    "x = (x / 32768.0).astype(np.float32)  \n",
    "x = librosa.resample(x, sr, 16000)\n",
    "sr = 16000\n",
    "\n",
    "bits = [8, 4]\n",
    "\n",
    "fig, ax = plt.subplots(len(bits)+1, 1, figsize=(6,2*(len(bits)+1)), sharey=True)\n",
    "ax[0].set_title(\"Input waveform\")\n",
    "librosa.display.waveplot(x, sr, x_axis=\"time\", ax=ax[0])\n",
    "IPython.display.display(Audio(x, rate=sr))\n",
    "\n",
    "for idx, bit in enumerate(bits):\n",
    "    mu = 2**bit - 1\n",
    "    x_hat = inv_mulaw_quantize(mulaw_quantize(x, mu), mu)\n",
    "    librosa.display.waveplot(x_hat, sr, x_axis=\"time\", ax=ax[idx+1])\n",
    "    ax[idx+1].set_title(f\"{bit}-bit waveform\")\n",
    "    IPython.display.display(Audio(x_hat, rate=sr))\n",
    "\n",
    "for a in ax:\n",
    "    a.set_xlabel(\"Time [sec]\")\n",
    "    a.set_ylabel(\"Amplitude\")\n",
    "    a.set_xticks(np.arange(0, 3.5, 0.5))\n",
    "    a.set_ylim(-0.5, 0.5)\n",
    "plt.tight_layout()\n",
    "\n",
    "# 図7-7 (b)\n",
    "savefig(\"./fig/wavenet_inv_mulaw_waveform_b\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "differential-cutting",
   "metadata": {},
   "source": [
    "## 7.4 因果的な膨張畳み込み"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "reverse-research",
   "metadata": {},
   "source": [
    "### 1次元の畳み込み"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "interesting-clearance",
   "metadata": {},
   "outputs": [],
   "source": [
    "def _toy_1d_input():\n",
    "    # (B, C, T) where B and C = 1\n",
    "    return torch.tensor([1,2,3,0,1,2,4],dtype=torch.float).view(1,1,-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "conservative-folks",
   "metadata": {},
   "source": [
    "#### パディングを行わない場合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "anticipated-render",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力: [1, 2, 3, 0, 1, 2, 4]\n",
      "出力: [17, 8, 7, 10, 21]\n"
     ]
    }
   ],
   "source": [
    "conv = nn.Conv1d(1,1,3,bias=False, padding=0)\n",
    "conv.weight.data[0,0,:] = torch.tensor([1,2,4],dtype=torch.float)\n",
    "\n",
    "x = _toy_1d_input()\n",
    "with torch.no_grad():\n",
    "    y= conv(x)\n",
    "print(\"入力:\", x.long().view(-1).tolist())\n",
    "print(\"出力:\", y.long().view(-1).tolist())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "selective-thousand",
   "metadata": {},
   "source": [
    "#### パディングを行う場合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "respected-genealogy",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力: [1, 2, 3, 0, 1, 2, 4]\n",
      "出力: [10, 17, 8, 7, 10, 21, 10]\n"
     ]
    }
   ],
   "source": [
    "conv = nn.Conv1d(1,1,3,bias=False, padding=1)\n",
    "conv.weight.data[0,0,:] = torch.tensor([1,2,4],dtype=torch.float)\n",
    "\n",
    "x = _toy_1d_input()\n",
    "with torch.no_grad():\n",
    "    y= conv(x)\n",
    "print(\"入力:\", x.long().view(-1).tolist())\n",
    "print(\"出力:\", y.long().view(-1).tolist())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "reasonable-speed",
   "metadata": {},
   "source": [
    "#### 2層の1次元畳み込み"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "peripheral-softball",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力: [1, 2, 3, 0, 1, 2, 4]\n",
      "出力: [88, 76, 61, 62, 111, 92, 41]\n"
     ]
    }
   ],
   "source": [
    "conv = nn.Conv1d(1,1,3,bias=False, padding=1)\n",
    "conv.weight.data[0,0,:] = torch.tensor([1,2,4],dtype=torch.float)\n",
    "\n",
    "x = _toy_1d_input()\n",
    "with torch.no_grad():\n",
    "    y= conv(conv(x))\n",
    "print(\"入力:\", x.long().view(-1).tolist())\n",
    "print(\"出力:\", y.long().view(-1).tolist())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "enabling-exemption",
   "metadata": {},
   "source": [
    "### 因果的な畳み込み"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "patient-remains",
   "metadata": {},
   "outputs": [],
   "source": [
    "class CausalConv1d(nn.Module):\n",
    "    def __init__(self, in_channels, out_channels, kernel_size, **kwargs):\n",
    "        super().__init__()\n",
    "        self.padding = (kernel_size - 1)\n",
    "        self.conv = nn.Conv1d(in_channels, out_channels, kernel_size, padding=self.padding, **kwargs)\n",
    "\n",
    "    def forward(self, x):\n",
    "        # 1 次元畳み込み\n",
    "        y = self.conv(x)\n",
    "        # 因果性を担保するために、順方向にシフトする\n",
    "        if self.padding > 0:\n",
    "            y = y[:, :, :-self.padding]\n",
    "        return y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "attended-volume",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力: [1, 2, 3, 0, 1, 2, 4]\n",
      "出力: [4, 10, 17, 8, 7, 10, 21]\n"
     ]
    }
   ],
   "source": [
    "conv = CausalConv1d(1,1,3,bias=False)\n",
    "# テスト用に、畳み込みカーネルを手動で設定\n",
    "conv.conv.weight.data[0,0,:] = torch.tensor([1,2,4],dtype=torch.float)\n",
    "\n",
    "x = _toy_1d_input()\n",
    "y= conv(x)\n",
    "print(\"入力:\", x.long().view(-1).tolist())\n",
    "print(\"出力:\", y.long().view(-1).tolist())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "convertible-bumper",
   "metadata": {},
   "source": [
    "### 1次元膨張畳み込み"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "mechanical-survey",
   "metadata": {},
   "outputs": [],
   "source": [
    "class DilatedCausalConv1d(nn.Module):\n",
    "    def __init__(self, in_channels, out_channels, kernel_size, dilation=1, **kwargs):\n",
    "        super().__init__()\n",
    "        # パディングの幅を計算する際に、 dilation factor を考慮する必要があることに注意        \n",
    "        self.padding = (kernel_size - 1) * dilation\n",
    "        self.conv = nn.Conv1d(in_channels, out_channels, kernel_size, padding=self.padding, dilation=dilation, **kwargs)\n",
    "\n",
    "    def forward(self, x):\n",
    "        # 1 次元畳み込み        \n",
    "        y = self.conv(x)\n",
    "        # 因果性を担保するために、順方向にシフトする\n",
    "        if self.padding > 0:\n",
    "            y = y[:, :, :-self.padding]\n",
    "        return y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "commercial-receipt",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力: [1, 2, 3, 0, 1, 2, 4]\n",
      "出力: [4, 8, 14, 4, 11, 10, 21]\n"
     ]
    }
   ],
   "source": [
    "conv = DilatedCausalConv1d(1,1,3,dilation=2, bias=False)\n",
    "# テスト用に、畳み込みカーネルを手動で設定\n",
    "conv.conv.weight.data[0,0,:] = torch.tensor([1,2,4],dtype=torch.float)\n",
    "\n",
    "x = _toy_1d_input()\n",
    "y= conv(x)\n",
    "print(\"入力:\", x.long().view(-1).tolist())\n",
    "print(\"出力:\", y.long().view(-1).tolist())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "framed-covering",
   "metadata": {},
   "source": [
    "## 7.5 ゲート付き活性化関数を用いた一次元畳み込み"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "revolutionary-gross",
   "metadata": {},
   "outputs": [],
   "source": [
    "class GatedDilatedCausalConv1d(nn.Module):\n",
    "    def __init__(self, in_channels, out_channels, kernel_size, dilation=1):\n",
    "        super().__init__()\n",
    "        self.padding = (kernel_size - 1) * dilation\n",
    "        self.conv = nn.Conv1d(in_channels, out_channels*2, kernel_size, padding=self.padding, dilation=dilation)\n",
    "        \n",
    "    def forward(self, x):\n",
    "        # 1 次元畳み込み                \n",
    "        y = self.conv(x)\n",
    "        \n",
    "        # 因果性を担保するために、順方向にシフトする\n",
    "        if self.padding > 0:\n",
    "            y = y[:, :, :-self.padding]\n",
    "\n",
    "        # チャネル方向に分割\n",
    "        a, b = y.split(y.size(1) // 2, dim=1)\n",
    "        \n",
    "        # ゲート付き活性化関数の適用\n",
    "        y = torch.tanh(a) * torch.sigmoid(b)\n",
    "\n",
    "        return y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "flexible-public",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力のサイズ： (32, 128, 100)\n",
      "出力のサイズ： (32, 16, 100)\n"
     ]
    }
   ],
   "source": [
    "conv = GatedDilatedCausalConv1d(128, 16, 3, dilation=2)\n",
    "x = torch.ones(32, 128, 100)\n",
    "print(\"入力のサイズ：\", tuple(x.shape))\n",
    "print(\"出力のサイズ：\", tuple(conv(x).shape))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "refined-victory",
   "metadata": {},
   "source": [
    "## 7.6 条件付け特徴量のアップサンプリング"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "rural-harvard",
   "metadata": {},
   "source": [
    "### 繰り返しに基づくアップサンプリング"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "excellent-greek",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor([[[1., 2., 3.],\n",
      "         [1., 2., 3.],\n",
      "         [1., 2., 3.]]])\n",
      "tensor([[[1., 1., 1., 2., 2., 2., 3., 3., 3.],\n",
      "         [1., 1., 1., 2., 2., 2., 3., 3., 3.],\n",
      "         [1., 1., 1., 2., 2., 2., 3., 3., 3.]]])\n"
     ]
    }
   ],
   "source": [
    "x = torch.tensor([[1, 2, 3],[1, 2, 3],[1,2,3]]).view(1,3,-1).float()\n",
    "y = nn.Upsample(scale_factor=3, mode=\"nearest\")(x)\n",
    "print(x)\n",
    "print(y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "chemical-pregnancy",
   "metadata": {},
   "outputs": [],
   "source": [
    "class RepeatUpsampling(nn.Module):\n",
    "    def __init__(self, upsample_scales):\n",
    "        super().__init__()\n",
    "        self.upsample = nn.Upsample(scale_factor=np.prod(upsample_scales), mode=\"nearest\")\n",
    "\n",
    "    def forward(self, c):\n",
    "        return self.upsample(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "parallel-browse",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力のサイズ： (32, 80, 10)\n",
      "出力サイズ： (32, 80, 1000)\n"
     ]
    }
   ],
   "source": [
    "c = torch.ones(32, 80, 10)\n",
    "# 例として、100倍にアップサンプリング\n",
    "c_up = RepeatUpsampling([100])(c)\n",
    "\n",
    "print(\"入力のサイズ：\", tuple(c.shape))\n",
    "print(\"出力サイズ：\", tuple(c_up.shape))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "worst-garlic",
   "metadata": {},
   "source": [
    "### 最近傍補間と畳み込みの併用に基づくアップサンプリング"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "secure-terror",
   "metadata": {},
   "outputs": [],
   "source": [
    "from torch.nn import functional as F\n",
    "\n",
    "class UpsampleNetwork(nn.Module):\n",
    "    def __init__(self, upsample_scales):\n",
    "        super().__init__()\n",
    "        self.upsample_scales = upsample_scales\n",
    "        self.conv_layers = nn.ModuleList()\n",
    "        for scale in upsample_scales:\n",
    "            kernel_size = (1, scale * 2 + 1)\n",
    "            conv = nn.Conv2d(\n",
    "                1, 1, kernel_size=kernel_size, padding=(0, scale), bias=False\n",
    "            )\n",
    "            conv.weight.data.fill_(1.0 / np.prod(kernel_size))\n",
    "            self.conv_layers.append(conv)\n",
    "\n",
    "    def forward(self, c):\n",
    "        # (B, 1, C, T)\n",
    "        c = c.unsqueeze(1)\n",
    "        # 最近傍補完と畳み込みの繰り返し\n",
    "        for idx, scale in enumerate(self.upsample_scales):\n",
    "            # 時間方向にのみアップサンプリング\n",
    "            # (B, 1, C, T) -> (B, 1, C, T*scale)\n",
    "            c = F.interpolate(c, scale_factor=(1, scale), mode=\"nearest\")\n",
    "            c = self.conv_layers[idx](c)\n",
    "        # B x C x T\n",
    "        return c.squeeze(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "patient-algebra",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力のサイズ： (32, 80, 10)\n",
      "出力サイズ： (32, 80, 800)\n"
     ]
    }
   ],
   "source": [
    "c = torch.ones(32, 80, 10)\n",
    "c_up = UpsampleNetwork([10, 8])(c)\n",
    "\n",
    "print(\"入力のサイズ：\", tuple(c.shape))\n",
    "print(\"出力サイズ：\", tuple(c_up.shape))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aggregate-reducing",
   "metadata": {},
   "source": [
    "#### 実データ (mel-spectrogram) のアップサンプリング (bonus)\n",
    "\n",
    "書籍では解説しませんでしたが、二次元畳み込みの重みを適切に初期化することで、畳み込みの前後でスケールが保持されることを示します。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "eastern-pierce",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 初期化の影響を確認するため、畳み込みのパラメータを乱数で初期化\n",
    "class RandomInitUpsampleNetwork(UpsampleNetwork):\n",
    "    def __init__(self, upsample_scales):\n",
    "        super().__init__(upsample_scales)\n",
    "        for conv in self.conv_layers:\n",
    "            nn.init.normal_(conv.weight.data, 0, 1.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "reduced-keeping",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from ttslearn.dsp import logmelspectrogram\n",
    "\n",
    "_sr, x = wavfile.read(ttslearn.util.example_audio_file())\n",
    "x = (x / 32768.0).astype(np.float32)\n",
    "sr = 16000\n",
    "x = librosa.resample(x, _sr, sr)\n",
    "hop_length = int(0.0125 * sr)\n",
    "sp = logmelspectrogram(x, sr, hop_length=hop_length)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8,4))\n",
    "mesh = librosa.display.specshow(sp.T, sr=sr, hop_length=hop_length, cmap=cmap, x_axis=\"time\", y_axis=\"frames\")\n",
    "fig.colorbar(mesh, ax=ax)\n",
    "ax.set_xlabel(\"Time [sec]\")\n",
    "ax.set_ylabel(\"Frequency [Hz]\")\n",
    "plt.tight_layout()\n",
    "\n",
    "Audio(x, rate=sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "outside-saying",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "UpsampleNetwork(\n",
       "  (conv_layers): ModuleList(\n",
       "    (0): Conv2d(1, 1, kernel_size=(1, 21), stride=(1, 1), padding=(0, 10), bias=False)\n",
       "    (1): Conv2d(1, 1, kernel_size=(1, 17), stride=(1, 1), padding=(0, 8), bias=False)\n",
       "  )\n",
       ")"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "upsample_net = UpsampleNetwork([10, 8])\n",
    "upsample_net"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "alleged-transparency",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "tsp = torch.from_numpy(sp.T).view(1, 80, -1)\n",
    "\n",
    "# 畳み込みのカーネルを適切に初期化した場合\n",
    "tsp_up = upsample_net(tsp)\n",
    "\n",
    "# ランダムに初期化した場合\n",
    "torch.manual_seed(0)\n",
    "upsample_net_rand_init = RandomInitUpsampleNetwork([10, 8])\n",
    "\n",
    "tsp_up_rand_init = upsample_net_rand_init(tsp)\n",
    "\n",
    "A = tsp.squeeze(0).numpy()\n",
    "B = tsp_up_rand_init.squeeze(0).detach().numpy()\n",
    "C = tsp_up.squeeze(0).detach().numpy()\n",
    "\n",
    "s, e = 100, 120\n",
    "\n",
    "fig, ax = plt.subplots(1, 3, figsize=(10,5))\n",
    "ax[0].set_title(\"Mel-spectrogram\")\n",
    "ax[1].set_title(\"Upsample (random init)\")\n",
    "ax[2].set_title(\"Upsample (proper init)\")\n",
    "\n",
    "ax[0].set_xlim(s, e)\n",
    "ax[0].imshow(A, aspect=\"auto\", interpolation=\"nearest\", origin=\"lower\", cmap=cmap)\n",
    "fig.colorbar(ax[0].pcolormesh(A, cmap=cmap, rasterized=True), ax=ax[0])\n",
    "\n",
    "ax[1].set_xlim(s*80, e*80)\n",
    "ax[1].imshow(B, aspect=\"auto\", interpolation=\"nearest\", origin=\"lower\", cmap=cmap)\n",
    "fig.colorbar(ax[1].pcolormesh(B, cmap=cmap, rasterized=True), ax=ax[1])\n",
    "\n",
    "ax[2].set_xlim(s*80, e*80)\n",
    "ax[2].imshow(C, aspect=\"auto\", interpolation=\"nearest\", origin=\"lower\", cmap=cmap)\n",
    "fig.colorbar(ax[2].pcolormesh(C, cmap=cmap, rasterized=True), ax=ax[2])\n",
    "\n",
    "for a in ax:\n",
    "    # あとでラベルを付け直すので、ここでは消しておく\n",
    "    a.set_ylabel(\"\")\n",
    "\n",
    "ax[0].set_ylabel(\"Mel filter channel\")\n",
    "ax[0].set_xlabel(\"Time [frame]\")\n",
    "for a in ax[1:]:\n",
    "    a.set_xlabel(\"Time [sample]\")\n",
    "    \n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "prompt-stanley",
   "metadata": {},
   "source": [
    "### 近傍の条件付け特徴量を考慮するアップサンプリング"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "romantic-tractor",
   "metadata": {},
   "outputs": [],
   "source": [
    "class ConvInUpsampleNetwork(nn.Module):\n",
    "    def __init__(self, upsample_scales, cin_channels, aux_context_window):\n",
    "        super(ConvInUpsampleNetwork, self).__init__()\n",
    "        # 条件付き特徴量の時間方向の近傍情報を、1 次元畳み込みによって考慮する\n",
    "        kernel_size = 2 * aux_context_window + 1\n",
    "        self.conv_in = nn.Conv1d(cin_channels, cin_channels, kernel_size, bias=False)\n",
    "        # アップサンプリング\n",
    "        self.upsample = UpsampleNetwork(upsample_scales)\n",
    "\n",
    "    def forward(self, c):\n",
    "        c_up = self.upsample(self.conv_in(c))\n",
    "        return c_up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "collected-summary",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力のサイズ： (32, 80, 10)\n",
      "出力サイズ： (32, 80, 480)\n"
     ]
    }
   ],
   "source": [
    "c = torch.ones(32, 80, 10)\n",
    "\n",
    "c_up = ConvInUpsampleNetwork([10, 8], 80, 2)(c)\n",
    "print(\"入力のサイズ：\", tuple(c.shape))\n",
    "print(\"出力サイズ：\", tuple(c_up.shape))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "structural-density",
   "metadata": {},
   "source": [
    "## 7.7 WaveNetの実装"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "blond-shareware",
   "metadata": {},
   "source": [
    "### 1 x 1 畳み込み"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "designed-banks",
   "metadata": {},
   "outputs": [],
   "source": [
    "def Conv1d1x1(in_channels, out_channels, bias=True):\n",
    "    return nn.Conv1d(\n",
    "        in_channels, out_channels, kernel_size=1, padding=0, dilation=1, bias=bias\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "seasonal-australian",
   "metadata": {},
   "source": [
    "\n",
    "### 畳み込みブロック"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "blessed-studio",
   "metadata": {},
   "outputs": [],
   "source": [
    "class ResSkipBlock(nn.Module):\n",
    "    def __init__(\n",
    "        self,\n",
    "        residual_channels,  # 残差結合のチャネル数\n",
    "        gate_channels,  # ゲートのチャネル数\n",
    "        kernel_size,  # カーネルサイズ\n",
    "        skip_out_channels,  # スキップ結合のチャネル数\n",
    "        dilation=1,  # dilation factor\n",
    "        cin_channels=80,  # 条件付特徴量のチャネル数\n",
    "        *args,\n",
    "        **kwargs,\n",
    "    ):\n",
    "        super().__init__()\n",
    "        self.padding = (kernel_size - 1) * dilation\n",
    "\n",
    "        # 1 次元膨張畳み込み (dilation == 1 のときは、通常の 1 次元畳み込み)\n",
    "        self.conv = nn.Conv1d(\n",
    "            residual_channels,\n",
    "            gate_channels,\n",
    "            kernel_size,\n",
    "            padding=self.padding,\n",
    "            dilation=dilation,\n",
    "            *args,\n",
    "            **kwargs,\n",
    "        )\n",
    "\n",
    "        # local conditioning 用の 1x1 convolution\n",
    "        self.conv1x1c = Conv1d1x1(cin_channels, gate_channels, bias=False)\n",
    "\n",
    "        # ゲート付き活性化関数のために、1 次元畳み込みの出力は 2 分割されることに注意\n",
    "        gate_out_channels = gate_channels // 2\n",
    "        self.conv1x1_out = Conv1d1x1(gate_out_channels, residual_channels)\n",
    "        self.conv1x1_skip = Conv1d1x1(gate_out_channels, skip_out_channels)\n",
    "\n",
    "    def forward(self, x, c):\n",
    "        # 残差接続用に入力を保持\n",
    "        residual = x\n",
    "\n",
    "        # 1 次元畳み込み\n",
    "        splitdim = 1  # (B, C, T)\n",
    "        x = self.conv(x)\n",
    "        # 因果性を保証するために、出力をシフトする\n",
    "        x = x[:, :, : -self.padding]\n",
    "\n",
    "        # チャネル方向で出力を分割\n",
    "        a, b = x.split(x.size(1) // 2, dim=1)\n",
    "\n",
    "        # local conditioning\n",
    "        c = self.conv1x1c(c)\n",
    "        ca, cb = c.split(c.size(1) // 2, dim=1)\n",
    "        a, b = a + ca, b + cb\n",
    "\n",
    "        # ゲート付き活性化関数\n",
    "        x = torch.tanh(a) * torch.sigmoid(b)\n",
    "\n",
    "        # スキップ接続用の出力を計算\n",
    "        s = self.conv1x1_skip(x)\n",
    "\n",
    "        # 残差接続の要素和を行う前に、次元数を合わせる\n",
    "        x = self.conv1x1_out(x)\n",
    "\n",
    "        x = x + residual\n",
    "\n",
    "        return x, s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "flush-approach",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(torch.Size([32, 128, 100]), torch.Size([32, 64, 100]))"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kernel_size = 3\n",
    "conv = ResSkipBlock(128,16,kernel_size, 64, dilation=4)\n",
    "x = torch.ones(32, 128, 100)\n",
    "c = torch.ones(32, 80, 100)\n",
    "out, skip = conv(x, c)\n",
    "out.shape, skip.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "advance-hartford",
   "metadata": {},
   "source": [
    "### WaveNet全体の実装"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "textile-impact",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3070"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 受容野の大きさを数式通り愚直に計算\n",
    "(2 - 1) * sum([1,2,4,8,16,32,64,128,256,512]) * 3 + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "based-apparatus",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Layers: 30, Dilation cycles: 3, kernel size: 2]: recepive field (ミリ秒):\n",
      "3070 samples (191.875 ミリ秒)\n"
     ]
    }
   ],
   "source": [
    "# 受容野の大きさを計算する関数\n",
    "from ttslearn.wavenet import receptive_field_size\n",
    "\n",
    "for layers, stacks, kernel_size in [\n",
    "    (30, 3, 2), # WaveNetの論文の設定\n",
    "]:\n",
    "    print(f\"[Layers: {layers}, Dilation cycles: {stacks}, kernel size: {kernel_size}]: recepive field (ミリ秒):\")\n",
    "    size = receptive_field_size(layers, stacks, kernel_size)\n",
    "    print(f\"{size} samples ({size / 16000 * 1000} ミリ秒)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "virtual-central",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "class WaveNet(nn.Module):\n",
    "    def __init__(\n",
    "        self,\n",
    "        out_channels=256,  # 出力のチャネル数\n",
    "        layers=30,  # レイヤー数\n",
    "        stacks=3,  # 畳み込みブロックの数\n",
    "        residual_channels=64,  # 残差結合のチャネル数\n",
    "        gate_channels=128,  # ゲートのチャネル数\n",
    "        skip_out_channels=64,  # スキップ接続のチャネル数\n",
    "        kernel_size=2,  # 1 次元畳み込みのカーネルサイズ\n",
    "        cin_channels=80,  # 条件付け特徴量のチャネル数\n",
    "        upsample_scales=None,  # アップサンプリングのスケール\n",
    "        aux_context_window=0,  # アップサンプリング時に参照する近傍フレーム数\n",
    "    ):\n",
    "        super().__init__()\n",
    "        self.out_channels = out_channels\n",
    "        self.cin_channels = cin_channels\n",
    "        self.aux_context_window = aux_context_window\n",
    "        if upsample_scales is None:\n",
    "            upsample_scales = [10, 8]\n",
    "        self.upsample_scales = upsample_scales\n",
    "\n",
    "        self.first_conv = Conv1d1x1(out_channels, residual_channels)\n",
    "\n",
    "        # メインとなる畳み込み層\n",
    "        self.main_conv_layers = nn.ModuleList()\n",
    "        layers_per_stack = layers // stacks\n",
    "        for layer in range(layers):\n",
    "            dilation = 2 ** (layer % layers_per_stack)\n",
    "            conv = ResSkipBlock(\n",
    "                residual_channels,\n",
    "                gate_channels,\n",
    "                kernel_size,\n",
    "                skip_out_channels,\n",
    "                dilation=dilation,\n",
    "                cin_channels=cin_channels,\n",
    "            )\n",
    "            self.main_conv_layers.append(conv)\n",
    "\n",
    "        # スキップ接続の和から波形への変換\n",
    "        self.last_conv_layers = nn.ModuleList(\n",
    "            [\n",
    "                nn.ReLU(),\n",
    "                Conv1d1x1(skip_out_channels, skip_out_channels),\n",
    "                nn.ReLU(),\n",
    "                Conv1d1x1(skip_out_channels, out_channels),\n",
    "            ]\n",
    "        )\n",
    "\n",
    "        # フレーム単位の特徴量をサンプル単位にアップサンプリング\n",
    "        self.upsample_net = ConvInUpsampleNetwork(\n",
    "            upsample_scales, cin_channels, aux_context_window\n",
    "        )\n",
    "\n",
    "    def forward(self, x, c):\n",
    "        # 量子化された離散値列から One-hot ベクトルに変換\n",
    "        # (B, T) -> (B, T, out_channels) -> (B, out_channels, T)\n",
    "        x = F.one_hot(x, self.out_channels).transpose(1, 2).float()\n",
    "\n",
    "        # 条件付け特徴量のアップサンプリング\n",
    "        c = self.upsample_net(c)\n",
    "\n",
    "        # One-hot ベクトルの次元から隠れ層の次元に変換\n",
    "        x = self.first_conv(x)\n",
    "\n",
    "        # メインの畳み込み層の処理\n",
    "        # 各層におけるスキップ接続の出力を加算して保持\n",
    "        skips = 0\n",
    "        for f in self.main_conv_layers:\n",
    "            x, h = f(x, c)\n",
    "            skips += h\n",
    "\n",
    "        # スキップ接続の和を入力として、出力を計算\n",
    "        x = skips\n",
    "        for f in self.last_conv_layers:\n",
    "            x = f(x)\n",
    "\n",
    "        # NOTE: 出力を確率値として解釈する場合には softmax が必要ですが、\n",
    "        # 学習時には nn.CrossEntropyLoss の計算に置いて softmax の計算が行われるので、\n",
    "        # ここでは明示的に softmax を計算する必要はありません\n",
    "        return x"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "advisory-tiger",
   "metadata": {},
   "source": [
    "### トイモデルを利用したWaveNetの動作確認"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "harmful-today",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "WaveNet(\n",
       "  (first_conv): Conv1d(256, 64, kernel_size=(1,), stride=(1,))\n",
       "  (main_conv_layers): ModuleList(\n",
       "    (0): ResSkipBlock(\n",
       "      (conv): Conv1d(64, 128, kernel_size=(2,), stride=(1,), padding=(1,))\n",
       "      (conv1x1c): Conv1d(64, 128, kernel_size=(1,), stride=(1,), bias=False)\n",
       "      (conv1x1_out): Conv1d(64, 64, kernel_size=(1,), stride=(1,))\n",
       "      (conv1x1_skip): Conv1d(64, 64, kernel_size=(1,), stride=(1,))\n",
       "    )\n",
       "    (1): ResSkipBlock(\n",
       "      (conv): Conv1d(64, 128, kernel_size=(2,), stride=(1,), padding=(2,), dilation=(2,))\n",
       "      (conv1x1c): Conv1d(64, 128, kernel_size=(1,), stride=(1,), bias=False)\n",
       "      (conv1x1_out): Conv1d(64, 64, kernel_size=(1,), stride=(1,))\n",
       "      (conv1x1_skip): Conv1d(64, 64, kernel_size=(1,), stride=(1,))\n",
       "    )\n",
       "  )\n",
       "  (last_conv_layers): ModuleList(\n",
       "    (0): ReLU()\n",
       "    (1): Conv1d(64, 64, kernel_size=(1,), stride=(1,))\n",
       "    (2): ReLU()\n",
       "    (3): Conv1d(64, 256, kernel_size=(1,), stride=(1,))\n",
       "  )\n",
       "  (upsample_net): ConvInUpsampleNetwork(\n",
       "    (conv_in): Conv1d(64, 64, kernel_size=(1,), stride=(1,), bias=False)\n",
       "    (upsample): UpsampleNetwork(\n",
       "      (conv_layers): ModuleList(\n",
       "        (0): Conv2d(1, 1, kernel_size=(1, 21), stride=(1, 1), padding=(0, 10), bias=False)\n",
       "        (1): Conv2d(1, 1, kernel_size=(1, 17), stride=(1, 1), padding=(0, 8), bias=False)\n",
       "      )\n",
       "    )\n",
       "  )\n",
       ")"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NOTE: inferenceに対応したWaveNetを利用するには、次の行をコメントアウトしてください\n",
    "# from ttslearn.wavenet import WaveNet\n",
    "\n",
    "# ここでは、inference関数の実装を省略します\n",
    "\n",
    "wavenet = WaveNet(out_channels=256, layers=2, stacks=1, kernel_size=2, cin_channels=64)\n",
    "wavenet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "verified-closer",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "入力のサイズ: (16, 16000)\n",
      "条件付け特徴量のサイズ: (16, 64, 200)\n",
      "アップサンプリングされた条件付け特徴量のサイズ: (16, 64, 16000)\n",
      "WaveNet の出力のサイズ: (16, 256, 16000)\n"
     ]
    }
   ],
   "source": [
    "# 0 から 255 までの値を持つ適当な入力信号\n",
    "x = torch.randint(0, 255, (16, 16000))\n",
    "# フレームシフトを 80 サンプルとして、64 次元の条件付け特徴量を生成\n",
    "c = torch.rand(16, 64, 16000//80)\n",
    "\n",
    "print(\"入力のサイズ:\", tuple(x.shape))\n",
    "print(\"条件付け特徴量のサイズ:\", tuple(c.shape))\n",
    "\n",
    "x_hat = wavenet(x, c)\n",
    "\n",
    "# アップサンプリングの動作確認のために、条件付け特徴量のアップサンプリングのみ実行\n",
    "c_up = wavenet.upsample_net(c)\n",
    "\n",
    "print(\"アップサンプリングされた条件付け特徴量のサイズ:\", tuple(c_up.shape))\n",
    "print(\"WaveNet の出力のサイズ:\", tuple(x_hat.shape))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "favorite-armstrong",
   "metadata": {},
   "source": [
    "### 負の対数尤度の最小化の実装"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "referenced-chorus",
   "metadata": {},
   "outputs": [],
   "source": [
    "log_prob = F.log_softmax(x_hat, dim=1)\n",
    "# 自己回帰性を保つため、出力を時間方向に1つシフトする\n",
    "nll = nn.NLLLoss()(log_prob[:, :, :-1], x[:, 1:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "seeing-trinity",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nll: 5.548838138580322\n",
      "ce_loss 5.548838138580322\n"
     ]
    }
   ],
   "source": [
    "ce_loss = nn.CrossEntropyLoss()(x_hat[:, :, :-1], x[:, 1:])\n",
    "print(\"nll:\", nll.item())\n",
    "print(\"ce_loss\", ce_loss.item())"
   ]
  }
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