30197 lines (30195 with data), 2.0 MB

{
  "cells": [
    {
      "cell_type": "markdown",
      "id": "external-warren",
      "metadata": {
        "id": "external-warren"
      },
      "source": [
        "## Introduction\n",
        "In this notebook we will preprocess the data for the cardiac detection task.\n",
        "We provide bounding boxes for around 500 images of the RSNA pneumonia detection challenge dataset\n",
        "\n",
        "We will again convert the images to npy files for efficient storage and faster data loading."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "approximate-expansion",
      "metadata": {
        "id": "approximate-expansion"
      },
      "source": [
        "## Imports\n",
        "\n",
        "* pathlib for easy path handling\n",
        "* pydicom for reading dicom files\n",
        "* numpy for storing the actual images\n",
        "* cv2 for directly resizing the images\n",
        "* pandas to read the provided labels\n",
        "* matplotlib for visualization\n",
        "* patches from matplotlib to draw bounding boxes"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "pip install pydicom"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kw4pfeBnjMKl",
        "outputId": "14eae5d6-572b-487b-d3d3-355cc109f8dc"
      },
      "id": "kw4pfeBnjMKl",
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting pydicom\n",
            "  Downloading pydicom-2.4.3-py3-none-any.whl (1.8 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.8/1.8 MB\u001b[0m \u001b[31m13.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hInstalling collected packages: pydicom\n",
            "Successfully installed pydicom-2.4.3\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "id": "binding-values",
      "metadata": {
        "id": "binding-values"
      },
      "outputs": [],
      "source": [
        "from pathlib import Path\n",
        "import pydicom\n",
        "import numpy as np\n",
        "import cv2\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.patches as patches"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "weird-mambo",
      "metadata": {
        "id": "weird-mambo"
      },
      "source": [
        "At first, we read the csv file containing the labels."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "id": "asian-insider",
      "metadata": {
        "id": "asian-insider"
      },
      "outputs": [],
      "source": [
        "labels = pd.read_csv(\"rsna_heart_detection.csv\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "id": "listed-symbol",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "listed-symbol",
        "outputId": "cee27c72-2382-4671-bc4f-167c0b97b749"
      },
      "outputs": [
        {
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            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ],
      "source": [
        "labels.head()"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QZOD-E9njbAw",
        "outputId": "d4c96423-13f3-4d79-8a34-fba465515fbe"
      },
      "id": "QZOD-E9njbAw",
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "id": "historic-center",
      "metadata": {
        "id": "historic-center"
      },
      "outputs": [],
      "source": [
       
        "ROOT_PATH = Path(\"/content/drive/MyDrive/03-Data-Formats/rsna-pneumonia-detection-challenge/stage_2_train_images\")\n",
        "SAVE_PATH = Path(\"/content/drive/MyDrive/Processed-Heart-Detection/\")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "intense-selection",
      "metadata": {
        "id": "intense-selection"
      },
      "source": [
        "Let's visualize some images with corresponding bounding boxes around the heart\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "id": "regulated-bouquet",
      "metadata": {
        "id": "regulated-bouquet",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 435
        },
        "outputId": "00c25b1c-d021-4a9f-acce-03ff9929ac3a"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 4 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "fig, axis = plt.subplots(2, 2)\n",
        "c = 0\n",
        "for i in range(2):\n",
        "    for j in range(2):\n",
        "        data = labels.iloc[c]\n",
        "        patient_id = data[\"name\"]\n",
        "        dcm_path = ROOT_PATH/str(patient_id)\n",
        "        dcm_path = dcm_path.with_suffix(\".dcm\")\n",
        "\n",
        "        dcm = pydicom.read_file(dcm_path)\n",
        "        dcm_array = dcm.pixel_array\n",
        "        dcm_array = cv2.resize(dcm_array, (224, 224))\n",
        "\n",
        "        x = data[\"x0\"]\n",
        "        y = data[\"y0\"]\n",
        "        width = data[\"w\"]\n",
        "        height = data[\"h\"]\n",
        "\n",
        "        axis[i][j].imshow(dcm_array, cmap=\"bone\")\n",
        "        rect = patches.Rectangle((x, y), width, height, linewidth=1, edgecolor=\"r\", facecolor='none')\n",
        "        axis[i][j].add_patch(rect)\n",
        "        c+=1"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "id": "irish-efficiency",
      "metadata": {
        "scrolled": false,
        "id": "irish-efficiency",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 486
        },
        "outputId": "de898b14-69b2-41b7-c9ef-778d88d82f82"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 4 Axes>"
            ],
            "image/png": 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pl2Dh6eN81xK2nOeSy2EoIZIgDSDiKrQ6QT2K3Dem8pnyM+GJUHlH+HUKgaX8S4R1ed2XnJL3Np53n5al3Bc/MHmhAw/gK/dK+HKv+UoDjNNRFxsqldRSimKOhqAdWusScCxLLBKYyB+Agxj+jJQiQphLoKGUgnEGxhoKEphTISUXbaRmqhlaTZiOE7pNT5+tFcIYqKY6Bxx3R8zDDNs6+JlIZGEmgml/tkK7apECEcmW104yGgClRqu1hm0sckwIABAijDGkmhGia0oluJLgQoZWGgmAMZJpJSgEZORnEI+UIqA0kFPhpJwiIgnG2JI5SilHghBgEZjEUAKRgrJ8RSOjrpl3XI6v5yGKCQkYnlduo6TDlNcCgNG0VPswI8UArTRQSNUU0Bvj8Mor3wStNK5v3sFhfwNRrj6vnLMcQgZdHqf3M6AUPvVNvwMhzLDW4fHj65LwZGR4P2K3e4LV6gybzVUhvXfrjtajmE427zAHWGth1LNllRiY/JkygITguRy6SE6EeC62PFqrUtJV4uHBI8UM4bVJ8sInW/5KIdExplQCpfr+yiFZvo/+SRfW+xnjdCiv0yI7xin6oXUu6OkHG+pd/k3f9qKNFz7w+HLjS93oL186+bBuKAcAglIoRi8WyIbWta6olSk/01pDK81QpqEHexG4ACjvLd8mmZSmDb78LmUYZ2tpg+uWy/rlPMzoVl25DsGTP8Z09EgplUUlp4ymdUiJaqLRB4yHETnTz3VjMY0z/ORProSfZgpUlIJ1nCFokrsllWCsRox0vDO/V2kDpFjULFRWoYXCaMubvwYlUXaBapD8D1kWIKk1L5ELudUUkAD1GZDAQ/ggUqKpwUdACB4xhmJQlnNG2/aYpgHv7/lZfveXynjuxos69GKeAyhzWSmNs80VXNPC+xkx0jNVN8PE/CuNRmuM4wFA9dfIObHCglQWq9UFXn/9O7DZXOGdt38dX/ziL5Vn+90CkKdlqU3Tw/sJ52cv4WMf+xa88cVfwTwPROxWjMSkiOBnjOMBkTdpCYCckEp9oMCA1yQpn1IiUo8npQyjhWCuoSF5QoZ1BtMwAyBSvNYalHLQKJJ8KeeEyPwSVF8PrRB83fgpKMFJUJOfkucGH0+uCZgrp1RVyyVeA+j+Wn49JUtKgTgjxjI6pU7WiZPP/orGe02+63c51yIED1EDfdTry9dN4PFeb+AzG079zYd7QE9JYUlhYhndqCiGUnqBdOiFNJQMbyTzofe6E3i2LlyKywbm5IHWppJItVa1DkozvpQ7tKlKl7ZvicQVE5JOiJ4cRLVR8HOEdZZQjZgQQiymPbZxpJcPEWgdEcjAahRneNJFRlosmg6YjhOMNfAzTQDXOMzjREiIs4TOcMCWlCo+JSEAOfsCPytRAikNpQSxEPia/y4TvvI/llC0UtXvRIINa0+hYglOJCCRgCMGjxA9vzfh6upVeD9hGHZQSmOajvC+Wml/+XEXZHy9DVkHJCtW/G9rHS4vX8X5+Uuw1mG3e8KumrIhJyhlC8EcoPJGygmtpc0jp8TGV0QGHYYt3n57QNc9wOuvfwe+9Vt/N25uH+Dzn/8FHA+3iCmUEuKzB0qIy+XFy5jmEd/+7b8Hx+MO+8MNdrvrKk8XHkUm1EM2VgWNpmtLMhN9RI4ZSlHoo1hamw2RTJcllfJ3mbIcCKQM1zhKgkoJRJU1JfpADqigAENUM4qTqiXHBDmTYu6p0sdy3ZTgI6VESAqfRwoJKcTihDzPAw6HW8zzeIqowDyDqMq6RZ9byfDL8tNXf9QA5W//k/8S/5v/0b+NP/AH/gT+wT/4v51cj5df/iQePvz8V/VIXujA4/2gGV8dJEPGKdpQyiGMVEiwIYjHEtFYQq0USAiKocumK9CrLF4C52ljy3sBEPmUv6tAiEbDNqZyPQwHOYXnoWGsLZOVrhVlArZRRKQKNLmJcGrRdA3Gw8iTkCS42hh06w62seX4u3WH4EI5vuk4oenJb8RPHrZxCDOZE8EC0Ueu/ZLeX1sDax0vHFLuqBt4dSOtKhX6Lv3U+Ty1mMjnKQDghZQXboACPr6weLr+vizDENohiIeHVvS+i4uX4ecRq9U5/tC/8cfxc//in+BXf/W/xTDs3vMTdTe+noasCc9yuS4vX8W9e6/hcNjicLhFShFN0yPnBiF4pBiL2ozWD4vGtQj8vCkVAU3P7HJtEXTwC1/4RWw2l7h//3V893f/QczziMPhFjc3D7DbPYH3E+Z5KFk7BfEarulwfn4f1jbYbh/j5uYBPeMnBEpGJucRw3GHi4uXEaJHmCuyoA1J48vyywmLSPzLFdKqIDwxRCS94MBoBQXAwpZAY5lwxVBl+MaawkWjIIPWpoJaLhQs8jkySn4hHA8OhlJIJ/tHjuScPE0Djsctlbb1MvCon1NLtgnOtZSwBF88hCRgk9c//X45r5Oy9Qcoxz79/u3tHjln/O4//K/hF37hd+HBg9/Ey/dfx+bsCv/2n/1T+Mv/2//F+/r89zte6MBjOT7KQKNyLKROqyEGO3WBEPmrIBynZREJMkrQsCCSLf9feRw16FC6ssJPSGqLxQ2gyWychW1q0CHyWmN0yQik9GIMqWCMNQiTp94J1sJ1DmEOaDpyIYw+oFt38JNH8IE2/AXCIQtT37XwztJrQATUOUZAE+8khcSy20AugjkjeDr3pIkMZgwxyBNQiKUpRSBbZNTsByDyqWKi5nJBAQi+XULTudy7Oumfrr3Xe6oLMlLLMLEEHPM8ISWSMBtj0PdnaNseMUZ8y/d8Cx6+/TaOx1t88Yu/RJvJh8ILuRsvyqgllsrpAlDkmFoZrNfnmKaBVCJpJnQTCkGFk2w654j15hKH/Q1C9LwuEAHdsoOxIKTOtbBsLPj48ZvoujU2m0ucn9/H2dlLCGHGMOyw31/jcNhiv7/GNB3hXIuzs3tY9Wdomx7vvPMbmKbjgjyZ8DRH5XC8RQweqlNU8pk9rStKQRtCL4SPIeUWq+v2kxPNZq15taYpW4icABiZXUhdJaFYlEKssyW5qlyOUyVZLS/IdyfkXFEXtUBixPE0xdqfKmcghIBxPJSeLyejHA8AEJlf1g+xPvB+4vJtlfme/r3gluB569Tyd6f3go67rjGn50/8t//0//If4bC/wX/2N/9DKKXQNj3+wL/xx/DSx1/Cf/R//3/Iwb/H8f731xc68Hj6gj712w/1u5a8DPl76bGxLJdUpYo6QStkLIOJQioFcxnwVDDBm558h5BIs6owoiw+FFBU7TyVLAxNRiZeWWugLctsQXMkZ/bNsBSMGGtogQgMiQLQlsofwQf0mx6Ns7h4+QLDfgAxuwP8SPyNbtNTaSbGEnREH6ENSXmVCnCNg4enyZcNkDPxO0LiiWsrAdU4REWf41xGzhGRYWUyC5N7bUuZRNQ9OedChFuWZPJTz4fcP4G/5XrK/Xh6YUgMV4cwc3DkobVF2/ZYrc7QdWt807f9Nrz6za/h/PwKV1ev4fb2YVEdeD9jyXy/G1+/QxKGJdKBTGTDw+EWWhs411byoaiplkTHRR+ilCJc0zKvgtQURgPGOGqZwMGGvN9ynxStDY7HHQckhDisVudo2xXu3fs4hmGL3e4axlisVheYpiOm6YgHD36zbKZCal2uYTlnHA63OA47dP0GSikcdwOgFNq+gWaDwxQSaTJyJrSUyzFPq1ZoQ0aZrzFyeZR5Gcv1EaBWCwXFiBEpUXmXD7AkaYS8PEtqpb8Xe0mi43seD0PKX+N4wO3tQ8zzcJKw0Gs4KZT35kxGZSBenVW0tszzCK0MBxn13GlUJPbpY5ChlIJzLZzr+PxCsQCgpn7LY5Z1kfan/+K/+A9gjcPDh1/A22//Ou6/9An803/8/4L3M77whec3a303YvLTQcp7Wdde6MBjqQaQ/394Q6SclqVq9LcEHUvOxVLaWt9+ejMkW1hK4JaTZwnVlUCDM+4CWy4IqM/7Y62Ds015n5QrlELhdGhLgYh8v2GCpyAy0UfEQAGDcRaB+RcpJGSbsTpbQRuFYaSSh20soo9FzRJ8QAoRc0xwXVODIKuhvC7OqCRhExkrL6piYGYNYkjMG2GUI8eC+sjPSIUTafKicjdKjVexBBFEV5NJLAv/8l4Y9koxxqFp+nJfnpHB5cT9XhyCn2GMYRSDjnWzucJ6dYH15hK/81//Hvyu7/42/MtX/yXOHr2Ey8tXsd9fc+AxYZ4GhOi558Mdr+PrdRAauZDKLxC5YdghBo+u36BxLT2T2iCLsR2rtZbycApUOmjlMfuRSyUzpnmAtQ7n5/dxefkyrG0xz0OR1zZNx6ZffrH2iHosoGvXODt7Cffvv45h2MNai5/7uX+M4OdSihQFXkm2eKQcsds9wcXFfTjXFHJsDKkkZLBUttCGSrk6pWccRcX4UwGsNsknCMTzMnEJZEQJh7LBAjKvJHghYng6WVdzxolL6RLtkLJLTgnRBzZC9BjHA7bbR8U8jI5MlWtROWQVwZD/k8rGwVpRzdS9YYnULD9zedpaW3zi478NXb/BMOyKfTuA4v0k5WTFCRidT0VBlNI4P79fiMrn5y/h4aMvYrt9/PyHGKcl6+VY/uy9loBe8MAD+HAWbM6sOTMw2kIXBQqpTLQxpemaKEqWZNEleUxGaR2fomB8RR3x9E1USi8gOl1Y7Ev0QsYS6aD3GoZWO4ZbKdiQiSO+GbXtNP3OGEVkUAAhEFs82YTxOKLt64RKKaPpGxhnEGPEPEb4iSJqbQz8RAtZ0zfkA9IT+VQktTmmonDxcyhupgBAc42DDR+pBJNqXbTtO8Qok4oCCWMsRfcpFmQiZw1xJwVOJ4CQUI1ms7Aki2EtmVnbYLU6P3FIreWVtLgWCSoGpBRgHb1WK4OUI5zrcH7+EjabSwDAP/mP/79469fexMe/9WO4eXiDw+EGTdNhGPa0IbQTfJjh/UheAAvX1Ke/9268uGNZsqtJR/WbmeahvLZtV4ym6dKELKXAr69cA9rIHVpOjojATJnuNB3x6NEXYW2Dy8tXsFqdI8aA/f4afb+B1rYQXJ2z0LrBPJFhXt9tsDpfoekaRB+wWp3hcLipclGtS+PJJSKrssbt7UNcXb2GpumhNXG6bOPKumZsXR9TJKJmXCRfSqlimb5c8yggqUqzZ7rXls+swYcc7/NQS0Kb2BV1wfuQ14TZk9qFgx5CXYhL4iePcTrg4cPPky27HANHBhm0HmRVTQrps+n+1b1CQylSDsnrSgAiih3eM6ylpp+XV6/i9de/AyHMePz4TTx8+AWEMBelDPh+GGcRU0AWtDiFsgYuia0vv/xJ/Obn/39cbncn+9e7BRDPCz6+dOXh+ePrIPD4IOMplIDhKoEgxRkUqFwLKWMsEQ9rXMnSldKwxiItanPLTEWyCpkUzz2qZd1y8bOna3r1LHQhqRIaU/9oa8pnWeZ5LPsklI8TuNJKMzWSpaWYMOwGND3p8oXnIcckjPPgZ36/THhacOTzBXYl1EQmIsrCIJ4bcn5i0lPON2VujBfYVIw7VRoLi5pRCGpieFFKOfIiJYiO2CqrIsSTkpigFFhc5wLBosKUUhu2tmFy6qm+XxuL88t7aLsGr3/nJzEdRjz8wkP8m//OH8YXf+UNXF6/UgIPQT2EKyL1fe+nE6luXZQ05sUGdTderLHcAGWBX5YEfZgBzj6bsh5JSc9wCYGk7ZY5IlllONcUFJD4IbEErCHMePToi+j7M6xWZ2iaHsOwR9P0aBry6UmJehUZ67Du1rh86WVyJvYBu90NXn75U9hsrnB9/TYOh9tFaXfZMZbLLlC4vXmAzeYS1jZIKWM8jOjFEyjrE4QDeJZAqY0mqatWJ8RaAEXRosxTHI1MctoqnZWg7lkH49LzRatCSl1+1km/qJyQY0UuYozwfsTNzQMcj1sY657hUqgMTiyfXePpcyJSDKX3lgQEy2GMRdP0aNse6/UFXnn5U+j6MxyPt3jjjV/Gfn9dgtL6XGlGUkTIQMFh03SFBJ+SRs4Vuf+O7/wMVusL5JzwiU98OzabK/z8z/+XxKk7ccJ990Dj3csvX3p8QwUestFIgzX5u2k6vtGr8qBKDVSBHkBRqEiwIZ0YseBzWOPKa2WQyc7Mem/NUXI4WYgqBKfLBrrcjOl1pmxwEtXLg+tci65bLwKnWn91jS1ljRTVSdO4503MzNmAiQSDppBgOl4ohWiVKVuQ/isE5FBGYJxB2zWFuDqxy2lgBUz0LFWVuqxipCVGqCi27tITwUAZQqKQM2Y/ntyf0xpsQM6LDpfxdDIT1FnlzVpryu7WF1itzkogdPqemnUp6LJYCCwqxNLI3Titceg3PdbnK/zv/t3/KX7mc5/DL/3Lz+FbP/Ya/uuzFbpuA6U0uToCWK8v4RzV44/HHW5uHmAYtgjBl8BEIFRrLH79N/7VB3ns78bXeJz67VSieX2W6LkMYYb3tCQ3roWxDsslmpIfsGIlwaDOgWoAGDDPLG/lDWMc9whhRtetsVqdw2gL70l1JRvUqu2xWp1TycJozNOEw4GIk5vNFdbrC2y3j7DdPi7w/JIgL3PncLzFbneNpumKId+wH2CdIZntIvAIPsIIv+ypMgjACb8kbYvrKbL8Mv/T6UaoFoo2cSWVUgo4SHnamVT+nbif1FJ+m1PmVg8Rh8MWT568tUAtTssMpaSS1AnqUds5EOIdgy98PeEJSoDYtitcXLyCs7Mr5Jyw313jN3/z5zlhGWvStijllHMXHlvOWK0vYI3FhIGMGSMFPW3T45Of+u34t/7MD+DT3/xncG+9xrpt8XOf/zz+/r/39/Gf/+f/PsiI0n9ZBOPdyi9fbnxdBx4nRl1KF2txYx3adoW2pcjfcvAhpCzJIGizJbtseshMac4GoAQYQh4VHw2pfwqhsW1XmKcBkxoR1EzNSE6OE4BC4SkAtNGVX/IEkP8veSHGGM6QWjRNC1JWMG+ByZrGSddHMMtcoe1bKnvkTEiCMSeTGWCHUXZAlYBBXgugmIPFGIHJwzUOJlCA1K47ys4aS/I4fq1r62KZQizy2+lIk8k2trDem75FFyImNZEh0aESxeQ6FfMepaGsK5lATqn4AdD31QVSKYOzsysqi5xfYB7nEuFbSz4ltIDpp3pIAEGa3TFptmmAlCrnxLUOtnF45/a2vP6//uc/DwBo2xbONejPegpQLlZIkaDd4+6M0ZAdYiTG/DyPBUa1trkLPF7QsUQ5pGu0sw3X32twOwwUIMhmlEOmUiIkk02lLBiDL/X72ibBwhiC1WP0C4ks2N9jT8/T2T0OojW6bo3Ly5dpLexbKEUKlJhCCRwA4hVcXX0Mq9UFttvH2G4flXOzxp1w2oZhi3m+KlwpKaEE9gMqUlpNCKfWinx6lpucVBueIV2iKF4kWKHjQC1nL4YEMsLTqMvoKYerotL5maBDEqZpOuL6+i1M01A2+aWLqwSRJVDKmcnvUiKrPI+MDKs1XnrpkyXY2Gyu0HVrgO/XNA3Y7R7j9vYR5nmge6woGZMhnkVPB1BK071VSiGy0VvInhLhMOMz/+b/EN/xrZ/CJ+7dw6sXF2itxb3NGuv/0/8Mv/mbv4Bf+IX/6hmzsw9zfJ0FHrT5N02Pvt+gaXqcn7+Etl2ViycNj4ToZYyD9yOzyBO8n9D3G4bTGQLlITbmy7pbyrGwy+XGFwIW+zoordG2PdqZsogxnz7sy0kl5ZP8VLCBnE9gR3nQjHHcRI40/s7RxidSNnq7Qrtqi6zWNq449pFFMW2wxmi4tjk5XyGiiutfDIlrnTOG/QA/kaOp4eZJVLJZEXvbWWhLfh7GGhy3x5PPAkBlnZSLa6BSqqAd7aotGUsMEW3fQWuNeR4Rwszfy6UQOVfQRFNaQye6djnHcl2tdVitLnC2ucL5vQt0mx4btSkojGZpcQrEMZEAo6A9ISIpMmNzij1Gsq9dg53Fv/O/+p/gF996E//d/+dfYdgPuHl4g/OXzku2RzJlg/3toZB5c85ouhYp0QbhbFMWRctE5rvxYg5ZaxrXwTVtKe0u0TuldFG2jOMBwU/ckymVcq/RdYMT9DUjl8zU2sRKCY1kHYwRiL3iBSHM2G4fI6WI7fYRc0oizs7u4eWzj9Ec96TU6roN5nlclIU0zs7uYb2+wHp9jt3umlVdopCjjF+8QrpuUxILgJIBP4fimCzvidwz5XkjZ27axigrlOIAQkqisuEzQqkyMhNa62dwEJEX5ZpFWbsgvT5W2WxBlxVUpuRqt3uC/e6a3y+2CHWNlaDx1GZdQYwNKVoCGtPgtVc/TYnP2RXadlVcZ8fxAK01QiC+TkW2LYzJJyIEup8e4i2Uc4ZrKfkU1+acOUDLFQF+/fXvwLf+zm/BxWqFddvi848eYdU2eO3iEt/58Y/jB//X/3P8xP/+n5f1uARL7xKAfJDA5AUPPOpNF+Jn2/a4uHgZbbuCMSRvpEm0xmZzhaZpsT47h3Wk8EgxYR5njEeKYo/HWzRNXxZ6G4mhLZNLboZzXfHCaDqWryXqcyKTwBhN3xEicia1xHp9gdvbh9huH0Op02ZmQhKtETJKwCFIR5XXUuZDSEfHixkFHeLXYZ2Fax3W56uiRzfOwBiN4MmFlEolih9UPm5bFwXptUCkq8AWyPTa4/aI4+5YrknTNcwJoZKJa0gpUszHnMUcZzbgqQ+yBDxh5q63XYuciYkePCEMKVTJmZDpAG7dzYY8KcViqpbzQsKmaCL2/VmpP3erHlev3SNpcN9g2A+YjhMtOhzoKO7kSxkE3V/XNoDyyBPJIZumQYy2XNv7n7iPlBL+B69/Ev+9++9xfu+MyF6hLmoxREwAjrfH0mSv1p6JJNw0fbHQpo3pWYOiu/FiDJHgW9fwuuTgXFPmMklda1LR9xvsto+phJciXNNBKUJWwc+5MbYoTaQsDICIk8wb0toi54ZLvZX7oZTCMOyhlELfn+HJk7dgrcMXfm0P6xr0/Qbez3CO1HwxeMye5kaMHta2uHfv41ivL3F7+xDH45YaOBoHkapvt4+5/Nsg6wTjKGETUmk93FzWIFHYyc+lvJtSgpikK1U5ISUpyDUxoKRDAai9Z7QxFNzweG5Z9SkyfF1+CamZx4k8TpquSFaXHA3hVRDyWfkcYNRcUKx79z6G1177NPr+bFGGqeo64vA45FTLrKvVGauRQjGUdE0LrQyGkYjqw0CGYGSDTqjXMOwX17J6Qv3u3/ev4+zeGa7Wa2yHAbfDgJvjEU/2B/z2j38cl69cMvoqPEFCVoQG8GGMFzrw6PsNAJFCWvQ9+SfUjbhB167RtD2sbRge0wWKavsW3bqDax1SjNhd7/HkLbH3pqzc6Ipe1IZtFFAsu7saa9D0DS5fvSpRrzzAnlvJU98Bi9VZj/7xBjc3DzBNA+LiZsoNBlCCDck2avBjOMhawdkGjSOZnG0coRqGUIb1xRrtqi2t6jXNCPg5UG8Wxy2efa39UJDgKkJiKm+CJLUG/aaHcQZ+nGkTHSa+ZvGEM6KM5sWqBhBKAdoaIERA6xKYZIZJbUOdaY0zxSVVa83KGdLsA4A9Wui9wTgdCuQaeaJGbVg6a0rQKShWv15hc7XBvdeuYBtXSilN19CiGBP8OHMfGUAZUvVoragm7ahUJXbzck+11Wi7Bt/83d+E7TAg5QzXNhyweUzHicpAKcN2DbTReOVTL+Pm4S38OKPpXAmwZNHyHlwrd+Xe340XbzRNj65boe82cFzSrQipyGUThP+htcHF5Su4vn4bYL+aklxpdi3Vy02hZsJtt2bkdi5kdvGZ8X4un5NzpuNxLdarc6SUsN0+KvNYEriuW9MmZ2xR50ng03VrNkHrcTjclDVTgbxGrp+8DWsbnJ1dFtRBWwoCSkO3TDNV1galFMAtGzJQdqicM5dYyCYgp2fJmymlE5I8tbavn7308VhuoDnSGlWz+1qCiSHiuCWVUM65kDU1B1gKqpR0AVLexZBYWaj4WnVomg4f/9i34vzi5fLzEDwnzKaIGYARMZGjKhGH6cP7no7neCTX2eHRnmXSVGqzojTSNcCQfaiKGioyn1JGSAm3xyNuj0cc5xnOGHzrq68i+ICuXWGrlmVm6oX15YOPbwBVy3p9CfDN71dncLZB263LRtO2K5KPcdDQ9h072xHUlxKhHQDQ9A1e+dQruLh/gdtHtzjeHhFmD+89kKoCxrgqOZKur6IZjz6QBbkjx0/dVqfQJU/guDuyhbnFOO5xPG6p/8IC/ahQ31KKR/wEMQlytiHI1TXo1i0MIxztqiW+CU8eQh84K1JyLrX7pRjw5FhZ3n6iUkbDXhwA6HOZCBZ9QIyplFf00iXVVr+R6CPZq8dU5GciqyOYNSKE2m9Bsh5jDJqWSKXakLTQto7UOpyxuNZBXWt4P1HNWyZaTmjbFQUa/QZdt4JrG6zOe2yuzrA6X0E8QFRS6NYdVucr5JQw7Ef2HyHyW84ZhgOTIq3zVb4mKJDrGhhr8ODzD3D9zg05NzpD3Tgbh+lIvifTMGE8jGXhjT6Wa0hoWV0YtbZIKcD7EcjdV2cS3Y2v+njppY+XcsnTHY0dS7KXWbg1DtkYXFy8jP3+hs3pDJcWFSES88S226z0ypnQFCvEcXp2vZ9K0NE0vgQHjWtxfn4f2hi07QoPHn6++Hfc3n4R2+0jTNOAl+59DKv1RSGvLjcwQXJIsnuG3e4J5nkogdQ0D7i+fpvWYWeRUobigIDmei0HS8mFEixQ6SWdBgpKqYJ8CGEUwCkqy+iqUgoxLBQzi884CTryKa8j82fJejVPHtfX75AtOnNiYgysSEuFtCn3qEhbAUZZN9hsrvDyy5+Ecx1zb8Li+xPmeYJzme0CHOZ5xDQeMHtCWYZhh2GgfcJ7SvLE8kGM4WSPWJ6XHAOyIQ4hXyM/eczjjHdub3HR93hyOMAZg9cuLvB4v8d0GDGM+2qqCJIzS3nrw0A+XujA4/z8pVJX67p1QQHadkWeFqa6+FnL8lij4RranLVWAG8mh5sDRkfNfjaXG/Sbnm7QMGMepyK9MlYXuZZr3En7eSnfVHWKglKx8B2UUlhfrtFviFy4Outx8+AWzW3HD9i+MMYlQBC+CICS+ZKslyySu26N/qynYzHUaM1wq3vienBwtEBmpEQEoCx6wKkDoNRD/eSpGy2/zsCUDF4IWzTxFaAijNUIM3WqNc5wPfYpnTx3sp0OI2JMZeFYXkMJgoy1bBGfkdqI4CPJepWHMRrn9y4w7gd471kqaJHzCk3Toe07NK3D6oKuebdqoa0pXXWpPwQtMpEb5AEUcBAKokqvieXfrnXcnpvQrOhj4c+4tuF/U1Yhz8Y+UzZkudkV17VKcOInT2opZ1gFpLnuSwvp7O+ktC/qCGFmfyCNrKhcQeT1SgqUcmdKCRlkKtU0HdbrC+x5Qw9+wmwJwVuvL6m0Ow9VwcAyyRrUBzTscCo8thQDfJixXp/DOirVPnr8BpVKbINh2JVg5nC4QQgzNbE7u4emlXUglhKDrBdN0+Pq6jUMww7H4w7zPBRDPu8ntKmDM46buOmKboA3xJQQM3WoXv5Ofr/8dwqsxpNutIwknqxpXM7R9rRE+TQJU4IbpRWSr6UPgNaB7c0TeD9COB1WWZxtrrA/3ML7kQIALSi5R0oK0AZGa6zXl7h//xPouk0h/AIoakoJWgRRT5kIrKQc2uNwuMVw3GEY9+X45R4vUVC539ZYBEbHjHEgbpuCB3FFrKIg9zd+9RfwbW9+G/5V/2v43u/6Nnz65ZcxhYCzrsW//M3PY9iPdR9CLfFJACLlrq8k+HihAw+KPhss7cvFh0MeLpr0HXEcuM6uFHC4pQsrxlpiXuUaWx5g4ww23QZKnSEEMr6aJ88bhi3t44WkKVl/ITDpUwKUcaa0gm+6Bt2qw+pije2jDW4e3qDZk8omhJmseJ9qDieyK2MMum6NbrVGy5k2ANjGcfasoU317DBWerJQ1uQXTZyE8JUY/mxad2IeVhjh/HpBMIiPEWotdGEIZpyh68WlCBkpZUzHCcfdEddvP8GwH9npNJUOucvzcI2l4MkZNJ3DdKRMilAnluM5C6UVVkrhUl1xx1uNdtVifbGB6+h5aLqm/BsA4AMAhaQoA3CNw/pyAyiFhheew/aI3ZMDlar4mdDWUFkmuNLtd2nMVjgbKZ8EIKLwoSyJlUv893SciKQbY0GmphvpfDkUHs/deDGHEDRj8NXkSVcukgwxnir/1+S54JoO+/0N/XAaeGMf8fLLn8R6c0kBr2tP5PHE8dCIUcNaoG17TNOAECacn79UpJzeTzgcbvHaq9+MnDOmaSg8AvDvb28fIKWAy4tX4Jp2seFp4jHkzAkgbbZdtynGVm3Tc6l0hmscXENlHuLXxVJuWaruqLTJoG+KRPhOLEPNFcUAagfZnAGVSQpcggl1SiCV1y8Dj3iCcOQi6Y0+Yr+9hfcTbfYmn/DI1utzHA6EWFi5XiByu7EO9+59HGdnV6UkJsGmGLC1bVs69XrvcXv7CMfjLfw8YZwOLK3fI3EgIepIWtdP+9VIjygKLvQioOF9gTli03SEMQa/8Rv/Ck/e+oN4+fX7+Gf/3S/ipdfu0bXJGU/eeoL/+D/4m+CLjKUUPOcMXSzcU1EQfpDxQgceVG+rRjby5+kRg2cIUtV27jkXxAIAunVb0IoYI6y1JSM2znDQwP1DGO6PXI+3zqDtW5JhMh9BHuYwhxJBu8aSFbi1mEAbZLfqoF/RWF+ssL854Prta/h5wjQPmMYDEhPCnGuLOcxmcwmtFfll8Dn35/1JwAWQG2nkMoccBwUxqmymkUlVEiw1XcObNsm6NpdrjIcR1tGmGeaAYT/Q58V8wgGxzjKSpAufhNQyBn70OGwPmA4jjjsico6HsZBV/d5jPA7EeYkeSmmsVudYn68ApdBvevYk4X4NRuPicgPrDPmJcPnDtc0CkcjlnnbrrgQ50gdDWwPF9sbCJ3Gtw4PPP8Dto1tEX3vNSIDRtI49SIAw+fK8Je64SaUVSy6v/H5BmXLOaFhObLjZXorsCmsNYuuwfbzF7fVjzPPIz3jP5aL1hzdx7sZHOlIKmOepIJikMnBQOXFmWiW11XmXNg7HjeTapoNnlYOUGsfxgLOzexAuWkozufMWm/BQpa45A5xPCA8k51wC27Pzl3Bz8wDSRuDUb4TM67a7Jzg7u4JzLZ8L90OiA6Y5Ylzh3ikFzNOEmKg0cdgyOtI1BdEkKxANlSIlKYrIpnnZ0j6ekkEFGVoGFPR3RS0AwLAD6tMupiXYS6fkeTpm2iP221uM46GU2HPO0BxAyHre95uCDBhL13lz9SouL16BZdv4lCLJn2Og8ru21YMoJmy318WcbRz3MMaVfk6EULvCV3wewdwYDWcbgJ8tUcJIoEAckwZ+HmGtwzSRzPo/+X/++/hffuz/iIuXL/D2b7xT+Hz/1X/2T/G5z/23WHZRlmtG11u4HoDW726G+eXGCx14WNuWyEuUJtY2OD+/j6bp0K9XOOz2aBoytGq7Bq5tyJI3ZXTrrsi42q5hpYdhF05CQ1KsdudKVXOadtURV0Rr2kBjwuH2SAEN8yyQiXgYZobYuBwiJY8YCGVYnfWYGwvXNthcrrF7ssNxO2Ae52IaY21LnWJdV1ANpTVcY6kdva238nB7LK5/xhoqezD3xE8efpoRQyobdHfWF0REuB1aK6zOabNLMeIwTNS2XgGeSwNC5hIuSeSmcLahjrai1799eEsIiY+Ecsy+IEPDfuSGadUqfJ5HeD8RM/5mjbPNFeZxxuUrl0QEDlQWoZJVB20M80ZqN0ljNPwcSFnDm3wMVDqRvhk5Z5iWJvOwp1LG9vEWxhpcvXKF4+5YAjLXOqzO+hJsKqWgZpQgNPgIFQKevPmYDJiGuZSZ5Pu1MfT8WcpKwuyRUkavO/g54Lg9YnW2glIK0zDCOeK0pJSg7QdzCLwbX/tBz6QviQHJJYWTtOhyrTViCGVjNZrmeNP0mJuRYXRgvbmCNpZkq/sbrDeXMJassWMKZUM2xhLnIGc2/TNYr87pu5TmeCTjlVc+habpsNs9KQGH8Aisawo6M02kYDvbXME1FMU03KAMTIaUjV5rWm82fUsNJCeSfY6HEdSltpafc0qFwC0jhghYwAqJWwKDtDDjMqIEyc8EDxJkPI12SEkmhQg/V5+KE37bOGO/v4WYTQIo1xVwUCrC8MZuLfsTuQaXF6+gZe8M76eCUOcsDrN0HcfxgMPhFm+++TkMxy33fqrHraDQNOSDJEGHHBsFMtU3SBqHynkY45CYZ5KQ0DQ9UgpQ2iCxNUSMHuO4p/LzusPmYo37VxfoGof/63/zj9F3G8x+LPeikm5TeabEn+Rpzsx7HS904EGQki0bgWFOR+nyCOD83gWRIrkcIRl9TiQPVcKSzhnryzUSe1QIiVRQj5xETqSgdSbTKZZczqMvKAfA/hcNZf+OAwqRqLqW5Kby0Mt5aGuQ2oi4atFteoz7AfubA/pDX8y7pJMj8QxIutr25AYYfMDx9gg/+xNfkN3NjieAIqIsUHqV9HmFeZzh54D+rCfvjDUtJH6mVvXzMBceBkCmYYftoTSEkyyeSiJUsoo+IKeGZGjDjBhJ+SJBDVDLC5J1pRQZkqbrJG6iwqo3xiBMHk3XEDGXCcLtusP5vTNoY4r+PoaaxUQfKCgwGk1b/UvIBCxScLcfMOwH3P/E/RLAKGtw/xMvcaM6Xa4TJZC0QIwAYgjFPj6GVDguQOXMEFpCJSzb2BLI2saW0sqjNx5iHiZG4ixcsynBWQwR0B++ic/d+GhGCJ5VDq4Q84T/ULL6nKFU4CxZkIYIJURq18LPI5QmMujMioZxOhRem3yXDDFOzDlyxu1wdn4Ph8O2eEbknLHZXOF43KFt+0JUlQxauASykcfoiXioNTs9M2esbEBibqjKPLPOEloZad28fvQYSin0/bqgxAAQgVKyFKfRpCVAkrOqijkZy5KK/B8QXw/+d0z0HlHMCOghjsohEpl0mHFz87CgU5aVJcIloW60GlDkLisOrdIDh671qSO0tOBQimTMjx+/gceP3ySFiTYwRUpLqHTfbxhVWtjFp1hKG6JwlM+X0lcIM7Q28DkX40xCaAL9HclIrF+dwdoG/+//8D/hbtoX+PR3fxq//4/9flxevooQiC83TUcyLuNnkEMz4vfEzMf37v4eX2q80IEHEUczvKdoe70+L1yInDPG4whrDaYDKRX6s76QjtYXa1JLhAg/zoRwGLL7Bk79+4l8pIvePGkFhEhQI0PlrrGYBlIuxEBqmWF3ZCUI1eA2Vxu0fSUdLstCTdegaR3miZCBtmuwvtjwhk1S3BgjBTuqKkiQM7ZPdoXs6ce5ZADkfjmU0pG1lbvRNB0FXgqYGL7tNj2U0eg35DjoZw8zmaIAip6aw6WQsH28pbpt2yDMAesLhRQtM7Ory+c0TJiHGcHHwi2ZjhOiD6W0QsFGLLVLa/g4NS2k01SvY7/pSZXCpYvpMGJsHfqzFdquoUlviJFOk4M2fQlAgIDxOGIeZoyHkV1LaSO4fXjD8uoGKmdStSRAr1q06w7dhizotTGIIaLfdBgPFFBNw8RE1VyCRGPY+VTXJn2usTCWEKGmdRgPEx6/9RjTcaLSjyYFzTzOhbxrrEG7eqGn6jf0oMzwlAhIXIJw8jNC/sjhskLlqWTexjr0/RmhDbwhzdOIaTpizY0JJWiQuZTYeRkAum5DScB0ZNj9yJJYh9ubB9DKoG36EnRIMicIyHIj9H6Ccw2cExdSdvJclj9YErv02xiGPZkojgd2TX0V/XpVErMo5NMMaKRSqlyiISfE0wUx/enfAYt1/CmDMpKuR+QstuqEWg5DJVWSjFnDOemBVcs8snaL3xMFHL4cw/J4xEjycLjB40dvYn+4gXmqjCFIhtGmKDNzSgjcjkE4XvK5mkmtFDxSecxa4jv2/RmMsRiGPYaBiL7TdKQA2DpcXb2GnBPefONXOIDNePPNT+O3/WvfhpQC+n4D6WAsnkkxBnJozXxO7CPzQVGPF3o1c46a9DSNQcv9VgjWakvwIQ9lDBHTYUSYA0tZNc7unVHtv28L7G2Yp1CcOlnhsHyYCK6nSegai5adOXPKlD3vBu5RQpbl07E+zDLB6OapEtQY7kvSb3re5Fv4acbmalNLGdJ2Pqaihrh5cIPEgc54OBIjHhrTdMRuf83Es648/PKQUh2QgqDoI6bIHVsNlQHavkXTEZ/BTzOEHKtUi3ny0FYjD6x04bKPWKwbQzwXzX/nlHiSE9t8njyG/VgebjHgcdwW3Cy07ZJRCU/lsD1Qiah1yClhBpVH5snj7HKD/nxF90wrKJ2gAmrfmOMO0zAR2jITMVZpDZWJwCYMeMpuuGfNioIM1zrce+2KEJpxRgwG3arF6iIyMjRhZplamENRDhlD/i4ACsm1K6iSL3wZ17JsWSuGfSmgo6DRwHbVUfZuvFijdC5dlAJyzsWvoW7qGnnxs+V7oBSr9drCC5HgZRjJ06Hr1pgWgY1saCF4suVuehyOt7DWYbe7Zrn5GW0sKaJpu8JBWDrl5pzYbyMX8yrifVCi1TQ9NB+zIAiy9kr/mBQjhpEUL9JocZ4n7PfXtFluejbwohI3OZtqDj6IjyfIh1IgAqnmuY26+QlhU65zGal2BfdzKPbpS/IpJWKqlESkvLDkW63PzgnBYJRZ3ue9eKbUgFE+SymFw+EGTx6/heOwBUANJZfPQ1mnF8moNgY6x2I9L9fNGHNyfNTjh4wG23aFmWXM8zxQo0nmtDWuQ9dv0HcbZCR4Oxfxwv37r3OAZ4viingldGz7/Q33gaEuu3Tc0kD1/aMeL3TgQRk8tUPvipmYKdG61qqYOBlbpY4AMI8z9td73PvYPZzdOwNAN3J/vUe/6RDZMjvMAcEHDlgqN6DpG5y/dF7Igiky7MUGW8PuiMP2SJ4NigipluHG4+6IMAdsrjYnPhjy0DVdA3TA+rISCpfyMKUU5mHGO7/5Dk9ScgVtmCmttUZMAY1rsVpfnDRsEgmcfFe7ak/6GczDDNc6TAMZXl2+bEu5wTDB1HVUNhh2A7QlebLwWmxjMR1GYKCW2H6kICV4Mseaxhkz/6FJaZBz7eCbc8ZqtSmbNsB2xLOnMtKWZMwiIY4+sglZpABknHHvYy/BT3MJFiPLd1PKpEoCk/gcs9y5nGatgRHZNQdlfqJS0f3X75egg1Q3jAhlQLUUsEm9uu3b0tNGkA9Ba/pNVzgg0zBhHmcYo8nxlQ2Pgg9wRsNyuc84C8+L/N14MYe0Z6hy+NqGXPw9qvFT7UFipIQIkmHKM0bzlWv5KWGeBnTdBufn9zEM+7Lp5JzR9xus15eYpmNBVpAzmnaF8/P7GMd9WSNElbEcOdN3GUM9rWTDo00vwBg6jmrd7hihIBL7PI+IwWO/vy1Nzmr5gqzCL+Ir5LPEreGltEs9lnJBPk6UKrEGD+RUqqC4BQNdV5SWDDIE6aDrTO7I0QfMk+fSwlia7MlGT6aUfSGgi9GgBBpogJwbSqSgkXKoSEfOOA5bXF+/w00upfwlhnGmtN+IKRQ+DUBqFFJuRramN2hb6i22DIYoYDkCOWO/v8aTJ2+dkj6VIiM35gbJ/RWnbKUUPvapTxSzRuknFIPHZn1ZSM2Hwy0H0RR8LBGw94t6vNCBR+nSyBIjOXGxlm26FquLFVKgzVI2AMnQU0rYPdnBNRb9+YrQi1VbiIZhDhjyQO6eIZI7KduCS2mEvo/8LmKIdPO4bfNhe6TouNG4eu2KLMM5Iw4+YPdkh/X5CquLdZFmihxTG+pXAlC907JbqNYaw37A8faA1dmKOSQO3X4oXBDXOqxvVxiPLJPipmsaGjlW11UJwlIkOWvTUZOoFCKOuyO6VYfxOPJk05jGuZQMjBXjnIgsRmJGw4++yNLEbvy4PSIGql/Ow0zESy7vYLGQONdxZE+9GVJILFU1cN0Kxhi4ztGkj8TFUZrREB/gGkdBzeRx77V7MEZjOk6lCZxmufCUMqxTSEmXTCKFVLgj5X5r8X2xxVyMrhdxgPpNT4sWl0UAIhDTpsBlGV4sjdXo1m0xJ/OTZ8fSBmJhL4iQWPBHL4ZrGs3qTtXywg6lqJM1xJk4IGcDpYQDhBpILLL0FANSDNCmKiFiDOwdYQFFAUTOudbjuSeHKBu0Nlitzsix2E/0OSmiLW6+1GbC+5k2zgU3QYIerTWaZlMCJEDK3PQ92+3jIvG3tmV+B+DnqZAUx+nAKj1+zpNYDSTMesBu9wTes/Fj3zKqXJ1EEWLp71KNzHi9D7XjdUoo1gAnlqIQcqYQ4em8aO0gvtc4Hlhy7IGc0PVn2Gwu0DQ9KXF4zdJaIcXqDAoQ+q61IYQhkXIxRI9xPOD29mExGKulNIemaSH+IEqpE6dqkt9a/syZW3/QfifXX6S5OSe0bY/r67cp6GBhwTIY2Gwuma9SfaYAFALx5atXpM5sV9SCIiXy7wCwWV/itdc+jTfe+OXCTclZ7sOpn8t7HS904CElFXGL01pDcxTXdGLkpNFf9gyPqZJBurZG9YF5E0rr8nNyIaWHYtgPJaNNzLMQE6pyLK2jDTqloqQgc61cPnP7eFseMsmEg48Y9gMHEdwfhm3BRfJa+Bz8GbcPbzENUyExdusO/aYHQOvWsB8x7I6lz0H0obDGBQ4VG/KlHFYpoD9fFdlw0zckCdUB68s1xv2AFNUC9jOlPCXeGVo63s68eDkDDOTzIYRSxcRKpciavm3XxbKY7qMqzoUpEUpSO7/asgCJjFZULa6lTX86Thh2R1zcv+CymkKQxdRZGG7MZhwR1/ycS8Anm4Bguo6zHCGsFp4P32fhnuR0QOwaKG6fLVb8ZORGJNKLizNEhsCtNTBsn7+/PUBFup6REZoYUnE4VNpBvb95fTd+iw0qU7CtN6sixQpdklNRihSCKD+HJIk8VXcsCYZaa0zTUAILCQ6kYWbbrjAM+9LvQ/OG5lyLeSZfkMa1mHLlliwlqyKPpZYI1fE4BI9x2Jfk4XDYYrO5Qs4a43gosnhredNGKqgrnYOh2EBphDBjOEZGQDZo+w4mJFjHpntcwmn6BuKLU9xGOYERFEJI+GR2pQqCIglG8epgGwE/eWy3jwrpNucEZxuEMGO3uwZwTXtK06Nte3SrvtyDcn81BUJNQwZf43jA8XCLw3HL19NCqVj2KLE2r6XvVNYcCR6JX2OwWl0ghLlYrC/RYVGaiOJos7nCNB4QFw654nQtDU6BqkhZNo8LRcRQfUGmeaBru43YbK6glMbjx2+WAIoe01p+ea/jhQ48jDMwqZK25Ibaxpa6urRu79YdlKqbuNZE/JM27H7yWJ31nJ1SJ9Wmp00uzFWxYtn1NKVqz2udLZm4EEFd63B27xzzMOGwPZZGaTln5hPoon4xxiD4gOk40ebdqtKgTFxHpZSwe7LFPPpi3+2nmYmnrH4ARfxN19BmP0xcdw0IIaFpmpMsHACUM6Xx2zzQJt9viKzZ9CRBFtfNSqoyXA4BuY0awyqMXJAb11GpJbC9epXZmRIEhqNH4ECIrq+t2Usk/ohhVnxOuZRN5NrL5h48oUgS7CmtcNwOePWbX6WgEDSxHCMM42GCnynDE4QBXCOWJnsSjCpDkulqFEaTdzxMUEbj6nyD8/UKN7c7ePY5sRyMSZnq/HyDztGicZxJISNB1Iq5QZEX1zJStZHuNncGYi/qENkjUBUIlHHyfNCKF3viLTWOXCwDNz/UvHl7PxFUz0HHsh39UnkiZRznWrR9h/E4IAaPrl0TUbullgHCB4iRutiu15esqglFytm4rvDGBIEVC/ZpPJxIOUkps4dzFEBpZQpfy7m2dGEVL4xlWUF6iOz3NxBJb1r2J+JzC5MnCfuCwEqDWtGnkAonbhmoyWvJvTWVP9MwYbt9xCTNWEpOdJ4BwXOJU1FrBvLYOONrqAp6LAR8Ohna9DNy6RFGQYAuZl5iH3ACFKjag0YaCUrJY9miXkivFMTSsQ7DnsqxOaNfnSPFgHE6IMaI1eri5FlZPoch0LV/+9ff5kMPxS8qBFJOTdOxEEz7foPLy1dwc/OAWjl8wPFCBx7duoc/BtZM15qpIAY12q0cgqKl5yZphjf3xPVC4wwcN1mjbqRUr5wnksxqDgiUUgVlEDQEAFZnPbQ1ONwcikunZLDk+6HK5qK1KhuUZtWMdMttugampaDDj772jwm0ufopFmvy5ZCyhWY0gnoi1MVBZGgxxhNZrmQ4BQlS9DtxMS1N7jriefSbDn4iXbigO4Ss0HkKPyGGUO6HGIzlnDEexop+cPYvUKhYKsux5NJLYUEGY8b8nvubUJCgShDhB1/Mvz72La+hXXdQ7K3RrTto9jeRDOjp6ycIk7GGAoAUYJ2pAQ+XUYwxuL7ZoekbrDcrjNNczMsKudRZtNaStE9qosyyt41Fm1qW94ZSXomxkvQAFG7K3XgxR0YuBMznDVmXMpP5NExBB5at0AXFAAClfU1mtEbwMwZJkCx1wp2GEdvto/IZYrHetucl4BCuQQye4fgWCvqE66E1JUs5JgwDeXJY1xSCa+TAgUo2ZL+OsuESP0W6flPZwSKz4kbUE5qNyqbxwI6nppj9SaIkpVj5WVoQ12kdyjCZ+2nFKKARhPAZ5kAJh6I+Sd6PyDkXg74YQwk4MlhJyE3xAPqceaZSvNEWyuuCsAuKLPYA0uBxngdCirixHNk9aAA1oZU1SGmNrt1w8BdxPNzCcTAkx5YX91gCPu/JqE2VPbCBjR5ac8O6EwVN5dh4Dqx+5Rf/JT7/6z1i8GjankuCkflAtexCCBC5hotbraD43zAcj7OrDW7mbckUbFM9HoAKhYmKhQIGYRHTAuBaV2B2koc6tFzymAfaWPuzFdp1KqZQmrPizcUajbVIfMG3t3uu91MGK6TUWnNEQQmKUyErZHLOpGnnLDtGMtuJgZAOKa2E2WMefWluJ+NpOZlsnn6aQU0laeOOcyhlC22q6yt9N9B0VF8lzwtSoLRcQpK+L+FID3+37jAxQiJoR/SBSjrMLpdaozTnky61wri31hbeg9XMHSmlL1WcTcfjRK9p3MKyvZrHCSQbQ2QGPJWUbh/dIueMT3zbJ9i/JWEefeHo7G8OCFweOlES5Fxs5+Vc5skXwquUuYbdEZurM5IM24rcEEqkqWdD26J1FpZh7NtEJbSmdcXPxToygpsnDx0NLAenKnAtOXwwh8C78bUfSrHR01Oy1JKRK1Wyfyo/0sZMJlKxPHMibXXsiinBQkZCjArTPEJzXxhCFyZ2AiYPj+OwKxLaEKjJ2TyPiDHAuQYpBsysjunY3VQaOyrXACkTmVRbZJsRg0cIQ4H1hY8AkFu0a6qNuwRRKQZ4P6OocGUdVBpKGzjXYfbEDTHWIYUE5SjAEB8L6t2UShAihNGWORuCBpeEhAOUyGtPKbewN4ZYjEsAJUgTfSchQHJvQiDuCgkbAlSm+yXfJbJVABCirbMNKZhQmz+WUkcaS8mtbVfcjn7HkmdP7+X7J0N66YjMer+/LtyfnHORXkvTuiWyJO/PWZVAhhJEj2gbRA42gp8r70cpxHk+Cfak1CdGeHJ93mvw8UIHHhQpS82RgwzmGkRPEsnijic8BobElCG7cidlF6UwDTNlxo3DxWaNx7wpCHdjzU6eq66F1RqNtdRS+DAURGQ8kEeE3Bxqp05+/kQYtdSXhDMbshTXaHpSlzR9ww8CIRo3D29w8+AG0dMmqrUmV1BuL73s+yHqD9uQu6c0igMIyZnHmZu8hRMkSIy9zu6dwThTJK8NwKZXDuBeNcQT4UnoCaEJ2VOJiMsnMSY0jaG6Z6Cyz5KTIsiElF2ss4U4K5wTqd+O3JYaAIKf0bTtSXfHqtYhO/roA7aPt2j7FmdXVJsWN9LXPv1alQize+rmaoP99b74fhTHSFUl1MvJJAFkKWslYPdkh37TFafX1brH8TDAcS8f+gzA8gYifxvu2Ck26xLMUbmLreYnDxUjXH8np31Rh9YaUMt25fpkYwSkUFClmCGMaFvq3VT5HL68lzbwsZYc8syIL1msK6WKx4e1DYKfi+eDtQ38PEEbWzJ772lOU6+oCeMIONuUTR4ApmkqfaQE6cjIvIFLB11KBGYfEKJnKSjZbGttMKeK0Mq55pwB9qmQXls5JYQwoW3JQFESxXmqDrBCxpZrQLJ0V/yJhLDJX4bMnh0h+NLROoOCKSr/xKIgofukFiWRuXzn7BWa6EEupoTqzPNIgRUbgInvhWXXURV18fmgQEwIokQAbpoOx+OWrdMPxfq8788oSIEqwYcxFMz0qzPc3j7iYKces/ThEem1HCNJZMn9GlmCqlieQe9HXk8rggWwWiklpBwhEtoU4wnZ9RsK8RBYX5w5yYBJF3UHgLIxW0d+ClKP61YdrDOAVkU3LkGKNQbOGGzOVvDsTkrlFPLSGOYZZ12Hd65vyFvilnqQACjOmOBJ1TKsn1gVI70JlqgMOZsSOZICAV+cSG/eucb28ZZ5DWwrfr0gmXG3VUF1FDdPU1qVUsXSvlv6lsj5yoRWijr06nuayZTkc6ENBTrzzVxksTmD+q4cqZ+AW3eLeyKLgKf3W811VyGEpRODMsnkBbUQx1SSv7JaiCP+tuuo/8wiw0gxkqGXFydSmkDibXJx/wKbyzWOuyNuHlzj7N459WThZlXIGf2mJ/lwiFDCVo8ZSmeEQD4a4vFRZX7VKCjFhOOWSFjduoPXZFo2zcxwNwbBGPgY0TtHXUoXZSNqkKcL4dY6SyUdnUvp6Hk9iO7GizE0J0jLxblm45qDdSFc2oIQeD+hbVcUOITTjHOahtOAmBOZvt9AgYmf0wHez2ic4np/YIdNjRgzw/MLftUiq04pwrOawrUtYkyYxkPx/JDvrMR0sRpIELKh2IZX7kkDaz2ZZxnLwUpVZiBnGG2o3GMsm50NWPr55JCRVfXtCKyWM8YiMQosLS8kOZD/S/O3ZX8V4U7Q9RMEuCtIkPyOrkkqrxE5cUEHwlyu3zwPpVu6oFpyr1MMvIErAAbWrkvJwxjLwWZXpNJ0zSy8n4kntLjn+/01RkZHyrOmTWmfITwdcR+l1vamBFnUVLWha1+uJwVHhIYsSkFZEq2IpdljIca+z/Ghr2Z/+S//5ZNsUSmF7/zO7yy/H8cRf+7P/Tm89NJL2Gw2+MEf/EG88847H+i7hKuhmYCotS4SVyECipW3tFqXhm5N3xSypDaaywhUo2stTRYpoRS7cFZROGNwvdtTYPDgplh/h0X0LcVFMSDT/PnG2qJosY1laaouGnU/eswDqTKuH1zjydvX2D7ZYTyQLNRPM+Z5hvce3lNjtf3tHvvrPblnLja06COCHJun1tF+Ij8M+T7Fm6Rm63jyGPGlLKW1KjwSci5doDqL8yWJWebTJob3dJyK1XyMZJ0s8lGlyI+DCJb00O+u97h++xqP3noHN08eYXvzBNvtI0zjAcHTedOEWbT+TgHzPOJ43GIY9thuH2GeqK3zNIy4eecaj996ghQiSWuHqZwPGZE13P22qfb2zpZuudYaLgWd1uaptw0TlB05jo77gX1bAGcN+o6s3mNKmELAHAJ244g5kCeMEI1t4wqSQtyRGhRqrdkt9S7w+DDHR7lOyZA6fpFEcosH5yrHyloHhdrwktA/VijkKp1dlmcAMPmT0dIUEMKMw+EWKQVGNFgZZhscjztQu/qxcDDySb8QXTYw2hQ9vB/hA22wiY8nBI/gJ55/tzgcbnE43GC7fYTd7gm228d4++1fx4MHn8eTJ29iv7+G9xNmP/EmbiEGW8611EOJuRTkx0QlEEEnpEHkcgjSHcJEa8RILslE1JbWCRSE+Mlz3ytxG6XEQ8wKxWdF0GpyZu2KMqhtOrTtCpvNZTFYC8FjmsfK0QDxXCRIkaaARBZt4ZoW1rZoGrIqJ2RnZvTeFW5O158R14LXu9XqnI6hW58YiIVYm39a4/gz2sW6TOchLqO1fFQb3VGQVPvKSDdleR5yzsWAUn5G6NYHL/9+VRCP7/qu78I/+kf/qH7JooHZn//zfx7/4B/8A/z9v//3cXFxgR/+4R/Gn/gTfwL/9J/+0/f9PdLYTD7fddSq3GhSRSz5GwCVI5ZsaLls5GOhyWiFSYXDPGOefbEoF88H1zc4DiN2j3eFZyHs5Kf9+aU+ap0pBE8pvwgzu+kaNJ1D8LHITf3scf3ODR6/8RjDfsA8ToVpXqNwfdKxNMaAeSDzKVHLyGY1MQFTW0J4pJSTVILJBtokGEctq7VWpDKx0tBMIlvRrZOaRxuN6GumpcQe3GgYVELXfJyLZbzwJQCaoJnRDuLEHMke3pOBj9QOrXFwTYsQPXSufS2k+RWUKjXYxJMYDkAQB8cAaIXHbz2hJoCNQ7cm9GVzsSZirdWl90vwVFKSUk8IEZIHSmlM+uXIdSEkSZVrDQCX987hjAHapkzQlGtgBqCgLqK8En5P2zXkmZIsoGIJsO/Ghzs+qnVKFYnq0qVUsT9H3XxL/R9DeW/OCbOf6uYEd4J0yJpDxlINxvEA57piFta2K8yMjljrSufaFAPPsUXPE4bzaQOuChYpTSTmlYib5zQdK3cjVYfnUoYprpoTnGth7SQnxcdJG3u/NH9cdNcVhDalxDyWgJQU2bSLRXsGUmLvH56DYQ4na808TMQFWSAYQhbVxpYgbpoHzDOttX6eSM2jTFlfrG1g2V05JQo6AiMdSqmiXPJ+wmF/gxA8um5d1u6lIpAaYY611FTO11QklJ+LeR7ZxKzl6819xwzxgMhkrJafl+UTpTQHSQMUFBNGJxhjME2+3C95n5BVCxlWZQ7GInQCSZShmOzqT877/YyvSuBhrcVrr732zM9vb2/xN/7G38Df/tt/G3/4D/9hAMDf/Jt/E7/9t/92/MzP/Ax+/+///e/7u5RiWSjDmYbboItcVRbsYsb1FNxJE19xYy6acKP3COzXIf4S1mi0jcPsA/bXRCJd1mhVsX6oXWxzkL4dpnRZlDbt4qRqnGEzLLHb9jjcHnH78JbbxpMUViaEWIsDKHImeahDmKl+B5T+LEJYTSEi8fdLuUk21xQjwLJkbQ0co0WGZbyupYDONQ5+9lSS4kkuhmrW2tJgbTxMECt1bVqkmLlVPHtoREJftFY4DhMONwccjzsIk3o5mrbj+1SlZbMfWddOgV8IvkCgZhG1G2MoCxxYPmyonHX/Ey8BIL8TpUk6C+aVKIXiQiscGqobC2Gs8jyW5ZdlzT7MAbvtAfbqHL1zGLznrEEhCmmUg5bIwZc2GvNApSvbVI8YY8jwzbZ3gceHPT7qdaqiCbW8QIt+gFiVk7lYLuUXIU8DKBsRPWs1sTHGMZmUVAbSFEz4FTMrFwh2px4rEzdkFKmvsQ4NN4kraGIk1QeRKmc2wqpEUuEsAJT4TNNQvEWI+5EKfF84GVEs4TV177YNN9GjtVeUMoX7kqsNuSAfnhEicuyUzX6G1rGUIox1aLjELde/kHmBE9RAzs/7iZU+ARkSEERoRfJm4bB4T68VRYiQfpOUUxL1WMF0hNbkNgr4BdpATfvEIVW4LsgJ4KZ+CrWLtpRoWu6rIyRgKd81TVfKIrWsYwDUeyVEU51rXyBZa5cIiKzB0roiLoiyJSBkXo+03qDr+/68PL4qgcev/Mqv4OMf/zi6rsP3fd/34Sd+4ifwqU99Cj/7sz8L7z2+//u/v7z2O7/zO/GpT30KP/3TP/2uE3qaJkxTtYzebsnvnqJCWqhzll4iqth4SxAipQ6AUA/XUsQs/v8ygicIfGbyorYG80Qbbdc2SDnj9tEt/FiZvACo1TJvJND1AafWz1VxkXMmXgmI5yF25cNx4p4dHrvrPbaPtxh2R4YNZyJTCtylFFsTp7LIlAzadbA2wTkiWAnXJeeMYTjA2gbNYrOstr/UQl6zM6tmV1OZEH7yxUYeiYMIRoDECwQAmr7BsBtIpgyqyYolsZ+ozBWdKaWp6Uhlj/3+pujEKYigyds2HenT/QSl9KJRkjCq51KLlOyr69awTKCjxdsjJYd5pIl6+/AGSitcvXIFrRWmo0bTZVj2+piOCcYq5GwBhELaFW8Q6bopah2BxFNKQEIJdOdhxq45YvPSPVhjcJgmJL4XKWeScKcEJQ6KjDJZkJ2/lGKSJqMy9UKzsX5rjo9ynZIhm0AJlBmyF9+N43FXCI66EOZdIZgabZAhWWiCVhbr9UVRYTTOlUCj69al/l9bqwcYs8bxuC1Bhmu6EydSQRQpgIlFNeHnCT6Q0kG6p4oqAqBMXySjy011GUSEWFGWlAKMJfv4cdihafuT4EwQAgXmriVPG7pSRdmTsyHvk6YttubimaS1RgIljyHU+1LKBrx/aJXKdZLERe6J3D8JjLQ2mMYDl4vCAq3iBBSKJbOAUgEhCNrTYhwPBR2S4GoBXtE9jIRYxxQBvrZybzx3JI6MJnkf+GeZkRlfyiAUQEWQZ0g6MZYrhFDUcsqSxyKjSIg50EBWJfiQ95djfZ/jQ1/OPvOZz+Bv/a2/he/4ju/AW2+9hR//8R/HH/pDfwg///M/j7fffhtN0+Dy8vLkPa+++irefvvtd/3Mn/iJn8CP//iPP/NzZarTpWzkACrPg2v1skmI5XlKZLktmarrbCF80mZFnARiU7NjpjF49PAa8zATF2Re1ESNLpF1DpTJy++Ns8XZU7JbpTVW56sCs08sD9092WF/c8Du8Q4TBx0x0UNmXcNByFyIZtRUrbbYTokWCbEeB1AmVIwB43iAOVp0/QbditjyWSWEotBwhMSwqVlONZtftpqXc3CNZTMjVtowLyGzOmfm92pj0G16Ns1yAEYct0ekGHHz5CGGYY/gJwSRdkVgvb5kpKfWoVOKJcDIOaHvz9D3GxyPuwIxez8VkyTnGnTdpsCHfrLws8P20RbzMOPq1Us6HkUKl7Zvq3tfykhJF2t2YtAnKDZLK227IwcGyiCiltYyN98LMeJitcJxIUezxsDHQI2rxKuDF8qYI2xD1vpiT6+UwqJn1934EMZHuU5JrV82VAmKxfbaWgfnOsQY0DQtcqb267apTbqW5Q8ZxA1h/ws/oXEtNR9jJUtOsXhICEFVa4t5HopvRtuuYBZ27M61VIaJHtvtY4hiJaVUuCPEMxnKxgTOhjU7YybO6p+20qaN2hQpcM4ZxyMFZ123Lt15Cf6PRdEjJQ8JlMRqXIirEULKXfRxyRVxWQZ+xN07bbw2+akEOSmnEvRoRY6w0mMFQEl2ADBR9/SeREYzGtcipciJ04zzs5dKE8ycpezi6jUqyIeQjGtZWdb8ZYCAnBkFT+X/SwI6BRyhiBwoQNInx6tMVdpUJI38VbQ1/Jm0t4TgkZUiB+XF9RQkpBJMFbAITt5tfOiBxx/9o3+0/Pt3/s7fic985jP4pm/6Jvy9v/f30Pf9B/rMH/3RH8VnP/vZ8v/tdotPfvKTNHlbcsdUqCY8QpbMGYXMqRSrSRblFyqDVJ+J5STJXI9XWqFtHEbvMeyoVhr8kohVm7vlTLbIRTaqyBxLOB5KE5dEjMfmYcZxd8R4HHH7cIvj7kgowH7APM/IkEnQYJ5GpFwJUwBNAgXSjkvkm3MqZChrbTHg0VqX10zzgHHooY3FanWGbs2lqJRhLLm+SrM011gobmIWfWDjMbqOnssP0NWuuASAHJAhJkRGkBITvoToNR4HKoloA9V0MCkWlnVm8prwPDxPeJoc5C8gfRDmecCqPy/Ig0CnMnH7njpzKi4vCeIi4/7rLyPFiBjp2OdhLlyfgFDcWKMP8DnDOnD5SWra3GumsaXmptjxdjsMWDUNzroOwzxj9B6R3VWNs0UFRd2NEyMtABbPGfF1PtDUuRvvMj7qdUoWfcP+HOLDINmqeCIIDK6UgrPNyaZLASoKjC6ERSEDuqbFOB6hNJmMidxWlH0k9VxhnidCP3ljB4R7RpnyOB4xDDsuDVTXTCmLEJohjeIoARJI3vupBB0xeKCodkIJtABKhISbMAz7EoidOnSSCRcFGqoEbdKFXBBVQYQcN3CLORPywqXl7E8zcrrGI6xtCcnxI8mLtSm/m6cR2tgibZW1nhBW+rxh2DNPpV10DuaSWU6IfuKkzWML4OzsioieKSHmyMRRixgJjambfyrrAv0h5EKMyawRWa2B99T7R2GJDim0TYecI5e1KBATu/WKfFTr9co9SgAHeNT7Jxc305x9CSm0NiVo/C3D8ViOy8tLfPu3fzs+97nP4Y/8kT+CeZ5xc3Nzkk288847z621ymjbFm3bPvNz6ywQI5JL3CAoFadNAIVgqQ3VEwXeFkWHBCGFwPSUXXXOtMFsug5f+AJlOnXiRCodBDKs0blO7pzEaa/KMDUjA/L/GGJRh+xvDjhsD5iHuWyKwjKW5k/UfCgWZENrg5ubByeMZtn0xJEQYLa6UjCmgbUNe/pr+DDD5Ij9LiCEDYSXMg0TNux/oblPjNjGK0X9U+Q8y2uYMyKN9MSPIPPkSVG8QshY7XB7YAUOkd8EbzwOOy6rVNgvF+34aZSdcsR0OGJ/uIFSiu2kLdbr87LAyUIxz5SxtKlDZH+T6KkRHkAB6Wuffq0QgJeIQ+bSEsAS4ZiQdFqcK0qduYxK+MFxP+DQdbjabDCHAMv16ohaX3at44Z4rtjkl2ZWgZ5X7d7/5L4b7318NdcpeXatJaK0ZO6C3DVNB+QM5xrc3NxU6azWQD597guZWxGKIXNH3EwBoHEtMpMI9SIIESIgISxtCXwo6LCYxgP2hxtIl1XprbL0e5Ayicw5+bcgGcTXsKUUBCwge872pdQgwUrKhMaen9+n/y+UNjJ3ta4OwzW5iItMW5f1+wQZgEzHinxIJ1jxvxiGPQUThd+QYV2DYdhzeUSCplqGITdPW/gRwc+wrmFuHaljqK08dZ+dpgFN01FwYmmtDhyUWOtO7MeXKIa0shCEQ54Dw3Lj8mwwv4KSVQp+1MRNA3lvIuJuJbn6eapll0UDQBkSDJ8cEw9rm5PXv1+Ox1edsbbf7/Grv/qr+NjHPobv/d7vhXMOP/VTP1V+/0u/9Ev4/Oc/j+/7vu/7QJ8vqIVxpsgOjaUNXoIOxSoS17oSoJDnBwUHonwR/kUhIDmDy7M1Ht1Su3VBQLSpuvwlSTOyU6n4gogpFpVxWPHBJNPxMGIaJuxv9jhuj5iHGdETX0M2wHke4P3I3RJp4uz31zgetnjy5K3CjA5hxuzHshAQuXI4IX8JL6RtV2g4Qu+7M3T9BsZYkgoHcmcd9wN5icwe0ttA8XmADc+skHg5eBNDMBkyySVgCT7CTzOOt0f4cYb3IzPvucET68QJyownC2LOCda48vNx2GO/v8Fuf01ugzEWhrnI+OaZApjV6qwc1zzP8LMvzqnIGcfdEY/ffIzHbzxGYHWJsYY7ZGqW2hJfCLoGRIGl1RKwKV27S/IFAEAB5nYcoFkVZKVurUXFwK6uTIZ23DvIWsNScCImS5BzN74646u5TikorvM3T3EpqBlZ266gjcXhcFtKiUopjOOhBNBLrwSlFBMrDUL0HEg0BfnQxjKXQpUAIwRfvmcZdBjuETOOe9xuH3Jzt4jI/A55byFDplgyZwmeAktsl2USQSu1rtwsQoQruT9yPxMZUgJytiFZqGuKeysFNRN/Nkln5ZpQYKIK6bte38wqkPodMUYip3tag6j3ykSGWoxAKKVwPO74XoTCtakfXi3EC/LD9urjsMMw7LDbPcFu+wTH4y3meWAEYSzN3CT4s66umxLAKUlcyv2uXBNxWBV5tNaGUA7+I9dResyIIijlWAizy8BM+HLLnxVuDvh4tCnHJmu+lA4/6PjQEY+/8Bf+Av7YH/tj+KZv+ia8+eab+LEf+zEYY/BDP/RDuLi4wJ/9s38Wn/3sZ3Hv3j2cn5/jR37kR/B93/d9XxFT3PDGJ2RRzRm4YZMsAMUrg6SscqFxctPVApIECFFZNS2+eP0ObSoAAEJCigU6E0o1NGKuRCvxYBAnVWMN+1cotvwO2F/vcLg9wLMst121GPYjpN4qzYCapsNud41x3GGeJ0h/hQJn8oGIPl3a0Yfgcba5KoQwYoI7WGsLzLjarAsPBgBCCDjuBnRrkvomJpQaq6FMJejSNTUcXKnS70ZrVWDCECKCj5iHGdMwYTpOOGwP2G6vS91YYEBiZcv/I3JWyLwwKcUZQphxPG4p4Eg0+QgZqt0nAWCz6TGNB6pvxoDzi5exWp3BzxPxLgw3k0skuZ6OE975zXfQbzq89In7SClxENpgHmfqFMvdipNaRPV87AInP02kk2BhPEy4XVPJ5TBN5dkzxiCwciZFDVgsSoEWKXmSOFtzx/H4kMdHuU5pLokIR0M2aa01rGthjcMw7rHfUx+MomRIkeWaTSU6glCHxrWFv9W2/YIbIN8hZZAG3pPks21J5VJKJ8ZBaU3+G/sbNuOKpdsrgKIcg6xJfE7WOsxzYOTBE9wurqopFFWGzAtA+BVisJiY07IhPxPXQPOxGW2o1MqvtcYhRGk3z83RdHWrzlzalARwOReFeyfKlBiIoEomahF+Hmtpy1FJe7d9UtZMKW8BKNct5UTS/hRLAAKg9HCJYrnO6pN5JouAy8tXoZTGNB0LQiV8H6Dy8RRtTCV4kpFTgjIWKbMCBhbCoUvEZi30Cs/3bcl1WZbiY6QGmWoRlJVnJwakvDRW0zDa8L0jou3hcHsSDL/f8aEHHl/84hfxQz/0Q3j8+DFefvll/ME/+AfxMz/zM3j55ZcBAH/lr/wVaK3xgz/4g5imCT/wAz+Av/7X//oH+i7FvTtyzuzdX39HMsimOIUCRJR0bQvrDEs8XTGKohp+BBx5MbQd1eWf7PelX4jAn9Ya6knCci2lgNmLEkZTOYI1+9RZ1RX0XSLw6wfXOGyPxQvENZZcOYPIeH0ptzx+/AZn9CLFilCK27QvmMqidHGuRduQ/JQ27gqREkKiYG1gGVYEYGA0qXp2j3elUVk1uSJjLXECzJHKAqXu2giZV7T/MzVjGn1pHAfQdQ2ztAJPJYASy2ClNOZpwMxcFCgNrYisNjE0K2UkqYcXaJThXFpouV5LfGyoHWnxr156tdSOAUBpIhkrS3byv/7zv4GLVy7Zth3Fzl6UTdZZjIexLgg5l74yoqhSWgEJpZwnE383jnhps8GTw4HvF/XpERSFXFvzQtaWy/Vf8ojuxoczPsp1SmzAFRYdTDMT9zRtiI8efZE2VFZO0EZOGa5WNRNXPFd8mBEX9X7x5LDWIXhaU6Qpm2x00qBNKfKtUFpjGHY4HrfFGEwSHq0NcUxy5oBbQfHmT4dPrphLAmftIdMUJEVcMoX/IOiJKkZhFppNtqA0WbhzAiVN0ITbBlTDMBEMAKe+FfQatXi9KslomP2JR0hKkdcaWgNTStjtr0uQQ8dHqpsYQ0mElkOCO1nPZIi6BykiBAoqdrsniNGj7zbls+k5sKVzL+BLiXiJTpTSq/TVScztUAszr5ypRJZSTRJV9VUpx6Y1UlK1dHSCrlDPHDx9rkpDsUTaWofdrnrNfJDxoQcef+fv/J0v+fuu6/CTP/mT+Mmf/Mmv+Ltc1yBHVYIAgAKRyu1QleynqzsoKU1osXcte+lzEDOPM5rWoV91yMi4eXxLaIcmW2viLFDpQRxNlxF9jqm4qFL3W13Y1kRMDXjy9hMcb4+lCR20IlSADcS0pbrs4XDLZYOBgo5IsF9OEb74/kt/BO42OI/FLS+DjIWkhbZaaMKda7E+3xA/QdXgS85HFsECpwqRNOVStpLusstJT8dUG+C5tqGAK1RliiyQxGQfUa2F0wnLfsnslmxwmoZ6rXNmy3SSfIHLNRDCFIGFyMwuTw8T7t1/rfiRKK8w871rVy1SiPi1n/s1fPvv+XaIN4rlRm7GajYO09X+PWcqOXHwKgiHMqd9C7TW8DHgME1orUWIEVZrxCydeMnfwzqLeZi4x47l0puotj7wNLkbzxkf5TolG0NIVBaRdvHWNmjanjkGdRN5GsKOKQBeFYdTrXUhZbumPfkeoy082A+GlSxKmWI2WH1ELI7cF0SCA9mAJAAR7wjilmmsVxcIi3YFIuuUQchMbXbXNB2sPUMIvmT4KZHiQ0o5zrVY9WdQmrgQ43iAzrZA+eIq6n1tiimJZsi+rBHL35G0nX0ndOWlAZUISZvuVIm5zmK7fVTKW8iytkeIeWRCJWPmHLkMnMuxkRssKWQCy2KF6C7lMrreAZvNFd9vywEDlYVJTi09eXJBIYQ/Uc7v5PnSkO61S36cNobXdo8U6TladgfWSqTTp52vCXExVFIi6zYKVmJicm/3FZVZgBe8V4sxGhkKOTOXQvgdhfBoFiURinxTojbKYo0NLMhKx+mEEJozSjt7gDLgEwZvYkkSox3QClotSjpCzixGNhn7a+J0+NkTyTFWx9KcM8lQhxnTdMTxuC3wXUoRIfoCfdb6pbQ4TgCoHJI5+u66Nfp+A+c6hAWJqVmdcXdaXbN0gPkFvOEnQgZioGZ7UKoEWq5ZWDVrKVmRiihFfr3cI74f28db7G72RYtOxjqrolgBEkIINUDjZlS0uRORSRtBRlQlqHF2Uk3U6DwNyH455YiUE7upZuxur9G4Dt16RZt7iKVDbNO3ONwecLg9YH0hCzWpVWzjEDw1c0shQqXTgEuCWoB4HacdMulZOs4zIj9rRmvorGG1QUiRdP7HEWpRHlSNQ/SBnlP1wWHNu/G1HbSwV1fKgoZy1r/bPQb11WhQXE2L22nN7LUiVcfMFt1N00ErA89Ok842hSvlio9NYNfLDn6eGBEl4uQ0Han8GCnokA6qWpOU0rqmqDSebsleM2xKXAR5FFSgIiH65JxkjqqsESPx10IMsIrkq6v+DABOkNoqR6YyjmG3UTkOEQeUIF6aynHQIQTQZYkp5cjojIbRFvv9NabpCJE3Z743Qq4UYm6GlHNMQY+QVfFRoetA3hlk7ZM4COtpXQYdw/b2EdabS+b+VDM5Ssamk/4rT/N7yh8ubwGAMU87lopKhWW2/H8Jgs42VwgxIKaAlHQJOpVSyCK2YOmsEEc1I/Bk5mjgT+OV9zVe6MBDGQ1kttp1hn0PXEUbCqeDzZhYxglQ23KtSYlBpRTFFuGUEcSccJgmynR9rd0vXfW0lYx8cUwc4IAfDte50tNkHubS8E0GlSPoGGxDKMJht33qwavSNXm46RcJGXqRHdjSWlneV/uaRMRICIB4mUhXVMet6Y3RZeOTzF7pSqQNPoDaUKdSesqMgMg1tpmlXuyZMuzJs4OCq5kldnT9JKiqjaXAk5+kY5IJNk2LYdjT9SpugRbO2UJsI9tiXa6T2BjLPRO4kQi51Hb7LF8Vt1sJPrTVuHlwTX1luFOwbcXkicpsAUAu1yKemKhRslBrz8ufhxjLwnWcZjTclFC8Q+ZxJiM35gZBkfkclCo117vx4g1xH61mYbogEvMsUk5dyXyLzUVKNPRMUKvziXlCsgEXrpt18ON8UnJRijLpokLjDJoCj4E3HpZtc4BvjSumUcOwPwn2hfdwgtBAVdQSjDRypj8cIxy/v+83EOlwjKFcj8ychWWflpSIUC5lGFHtUQmnBvkFpY0JUcXqp8RBkRBLSd1BSjMn6hNDTfgC91YR/6NS1uJAQxANWV8kyJHAIyzay0sJp3wnQKRerQlxgC3Bx+Fwi7bp0K9OrQCahtyaidz6fHMu4dDINUgJpQQj+4Uck0IlkIrdfeCGgSFM5bgr8k0BC59EWZ+Jt7i89u9PybIcL3bgocgaXelUWqsDBPE3rUPTE8zvx5mySU31rxS5lioGZMt6PJt8GUt9O8CTXzLxZWlBKe55EqUeaLhhGG08jTQXMwo5kHzzcHNAiokbvvmCltjGYTyMOOy2zOfwZUMtWcYC2hSZHE1CfbJg0WZMD+Bu94R9PUj7rnlSRx/gvUebqFNt39iy4bm2Qb/p0K270sjOOkuojKVr0LSOzcUIARFnV7TANFE33Hny8NOM4ANC4Dp18S5QpZyzJJoSY3tiVY449NFiuqx7AgTbSq1Z+DBiigRQR0XNzn05s2tiisWd8PrxO+j7DdY4x+qsR4yk6tk92WF9QXVYCT6CD6SIiuyIqDX3dJF+M4llsLmiP0+5E2ZkWG0wgc5jGCekQAtZThnz6E/6tvSbDo67097VWl7sIfNTNhhnCZXd77eIXKuXIKKUKkXNwFC6Mbb0TGnaWrqwxlHQwb4dzhE3IqbImz0hH7KWie+PoCNt05eOqYRyeg4MSLIpFtoppbIZS4m39j9ZognVDCsEz2WUhvkBpOyh/i1NbdgGIoJLG3nhflhbZbkyxNeE/i3kdPG+SOVa5yhBAgcyrincMFKQtXBhplKQa6mzOfNbJMCh7r4t38PK0ZHvofWoui0/bZpGjqrdYv9IyKEmEcfBY/YTzs7uMbJE7xc1j/TckXNdGoCd/lwD0EiJSz0hokhpVXVYJnXQiGHY4ezsHpzraD/gYCjzmiWIiQRPNRA2BW2Wny+D3+W5f6nxQgce1mmobJCzLj1GlFKlf0jOwPbRtmS8EmzUCSYXj7qEphipDXmqKMbTpKXSRp67sS5rbsIfEcKh0qr0OpnmCU/eegKlyBJb5LNKKxitsH20xTgeUboxLroOiiQtpQjrqiQPQGGgK6Wo7plmaHH0ix6Hw00pbxCzfUVSWZboipV4mANWZ31RauRM3WjR5tLMrOmbk7bwTUe9ZoTTkmKEVgRvStO74CMm7kEik0geYGLs08JCtVXDBDNqhW1tXsDNmgOxpkwgQBZ0XYIOKKpKWtti01/B+5ndGwWOBTIoW0lRYdIDLUqNLcZu5DviYazm7sGEigi5tkxCcbplBEip00aBy8mYYsY4e6zbGnjJsxojKX9SrH1soBV2T3Zo1x3O758jx/c2oe/Gb71xIjOHlDcNI3vcwLFYqVdvDXoD84cYHSA/DsN8gpnWNCu8CnHcNJg8SThlY8mpopTjeGT/iIZ/H0jyCQ0g8kYllu4UuBNyqqEUbd7jeKCuuaJSAUH9n8wZV8Xqmxwv9XSE3l9js7kq7p3SV8bkDMwjoBTa5oCOiZd03SwR+WMlsNIxaRjT8GsqL42CfepRJco78hKSfiQBMSYAVeUxjoz88HoiyU31HEmFwOuDLzyylKXl/IQlsR98DyVwQ87Q44HvpamowTTisVZ4y7XF2PH+/U/wMURIeSaEGZ79O4RQK8+PjGWZSdQn8qylHIFcS/NSOjoetwhhxqo/Y2ky72WIhU4gMuGldFas108CjMJ7ee9r1AsdeECpIh2lm6EZ6WgxHsgjI7NnR04ZMHzz2NZbLpZ4UhD5MxYOg2zmyzqiaKtK6+XFRkyBBj3A3aYvjoHC4wg+wM+BHDyjmORk7J7sMI0j+1FMJxuTTLquW8O5rkBl4g4IoHSNlIdD6qha86bGOnJjHIZhj65bE+HRz2hUj3mkLD/FhPP752XRC0EmauXGyHWX0oSgTBJ8BUY6KkpD1vMpJkZxpJMsfZaQuXLOrOOnSS4ufQoKkRcxaxyUkz4tvsCJIkmTxdLaFtZY+HkElMbFxcuI0bO3h4a4DxpjgJngx5tHj2HsK9hcbTAeRhx3x4IQdetugdJwHwc2TMu5KltEwh2jOM4KI50Wy5Qzd6il1xIBTCElztpCQgqpKKNiTDjcHmCswfrsWWOqu/FiDVFo6KzKMyzB+NIrQsorklCIGdXMxGpBCUQiLxudUvpkLpCRlSnGU3IMxlisN5ec/c5lsw2xSmdLOZnn1OFwU7pGCwpLRmepBE6vx4h/fP021u/BMvtuAEel8W996rvwTtthngfsto9xcfkKgLkECH23KShNSWhwirov0XhjHSILDJKKQERBtorkWlF/lZubB3j11W8iLmQKZd3POUFlSuakYSZyhmHvkaXsd1mieT/jhQ48XEMMcbG0Fs+D3ZMtjluepNw3Q4y7AJw4lErX2hRjCUrkNcJhAHCShWiG1AGUzWWZ1Rg2KUuJNp/pOOFwe0CYA/lZjDMxjg1w/fYTjrjjCVSlmbNB3hvE2RiHHWIiG2EimVKPh3E8lAXAuYZY82zfTaUK2iBFxnU43BYEpZRoBnp+mr7B2dWGGMyN6MQVgn9WRiaOsCklanymiWgbfSSZMJ+LH8nHg6DXqg+Xcw1hLtbE1K55wDwNiCkWtGOawB1nyVBsvboAQP0SxFp5SYKTYMZaU5jm4neQmRckJDqZuLsnOwDA5SuXpC7S1UBM1E9hrgS7Zav6kwBEV28Y8ngBAjumGpnciWSKZC5lMfH1kKCDnjdqPjXsB2Q8v9Z7N16MIZuFPB9aawzHLabxULgNNIfZEwbUAA4gtGNJbJSSi/T8OEFc+XeCdpQs9ATFIJfSuOinUpudVcWKkNul7AtQIBL8XEiHwnsAgHs5Y42Mf/fsJfyycQAquplShGNFRGTrg+We1TYruKbFZnNV+FqniIc8/xpd1/McJkNDurYoSkNZw4Vbl1JtekfXmT4pBCJxThMlOeLnITbx0qcEC+6KrKkAbeSUIMlczaX0amwDrSnZq2UhKq+F4PHp6YB/761fw2UY8RbLkMfpAL17gs36ErBMbFUKXbfGOB7K8yN+KUtOG52X7Ema71kqpmHS90sphczP4PFwixAC9wny1WZA6cV3nd4oKZFXx9PTisA3RKlF80NnbO3Psr/ekxV2zuQ+uQg4BMHQ3JeFFvpFzSwlQB5mrWBgkPOpPFTgrgL9KVI9lO/Q3DStqe5+OaZCKo0+Fjnn9dvX7E5apWIxxmJz3nUrRgII4VDaQHFtsbSJl54HbIyTUgI0Ttoei0y1HA9DjNIoiSZlC2U05mHG3HusLxpYZ7A6XxHpdQ7UNC5laCPZPcmRXUNN9Oi78omqJQbis4SZDL9yiuRYmBOTR+mBFyJVYb5Hv5hIFVGR7GycDpx1+RKM5NQhJiJNSU25EuEcFCizNI7ajxeTJl97MRxuyLtjfbFGSuzkehjJE6Yoj6nkVvoppEwewJmk1lKCSSlDlYU8wvKzaAR1S7kEIppdbQ3IiI364lQic/hKKOR342s/BCJnop+1DZkw8eZMcvBcy6vKlCCjadoyH9p2BcV+F5Z9NMjiXBUZOkBcC2stQghlTimlSp8V13SI44E3eDrEeZ5LoIGci/vl05m25gC/roOiWqH15nOuwb/iDbtsWMaicS2saxH8VOSzMuebpoMxDleswlOKetWU1uyqqoBEGiyI8rItxTIIS4l8eiKjrWRMWBU3KUUcDjc4KEV2BWxBP80DZlbtGA7uqOVEJbDP0wCfIpKtfWQqUk2GW0qbYhpHx8Qkz66an0nAJ4GPdNpu2xWSJs6INO4TU7CTxAb1/hE/JBZqAQkKYjE0k/coxQljTjgcbtD3G0YxIoS78uzjy+VsbetngO7dUsb7XseLHXhwV1alFGxjsb/eY3+9h1JgCeJCelRqYwyBs2pDyioxJkQm+SHl0pVVrmcuiFOFtchoKgOgGykbjryOiJ4k1xwPJIHTVmM6jLh9eEvNifhhW6pVRJsvG6t8pkCs0jtgnofiayEuecIAJwvfUAiqKaUiF5Myg5j5CFISY0TbUcDhGoumI5KaoDViQf+0asMu0B4AxaU1xoTpSAjPfn9d7N0DG4ENw77AtBIgIGcY05WGUVnc8jhrkiHwtLzPs1rFGodJH5ml3pbgTOrhxlhElpQJMbcS1GIpL908vMHVK1ewzmA6TnDtiPXlmtCsGAsEqbVG4p4WKioofRrxLyFRrVQpt4hiaPlMkftr5DIMuQoqdjiFem+ZxN34rTf0otcQJSY0j4dhX5GQhaIl54ysBO6mTSqEmVFQV9RgldA4c+M5XeWfi42QkDVdGi1SQOOIZI2M45HIpn4eqYfTonOt5++dpoEcofVpIicbjwRJ9PNF4hE9b2TkbSHIQU4RwCI5W2Ttson7MLPsldYrUaoVtYZSJC4oWXj9rLJOG41cuFnSXM+U9XaeR4zjsfDq6JhDUe8QCuvQNgojb/x+HpHYZVk2dm1IzkzXnozhHBNlK6GV17pURQLWOJZBJ04yJ+qyHWa+v6TGadsVIcAlYGGystJIWc55LmTgJZIrRmBLsqhc6+Nxi/X6sgSmcv4VodOAWpJLF88yFJOSqbnc+wk+XujAwzgD56iPxuH2gJuHN7DWQC0awz2tSKH/E1NDYDGASyspI+uqsw8zmXlFH2sAsoDyZIi/hygbjLSHz0CYqN19DPTAH3dH7K73yBnc1jiUxULUGMJdEEZ2zrpstMZYHI+35QETxrnm6DqwjTjJUKnVtvRmqNE1b5SKghFyAqVyDgVxjvuEWDS3DXIiYqkEJiJDNq1ZBGYZMSUirk6+KERIvTNju33EgY8lBIcbSiFnZFPbKistpZEadVOtsTLBKaAjJjoFJihBZogemFDs1J1r0fdncEzimqeB3B9dCyrFWFBL7broS3fa4/ZA5SatMY8z2rmle501IBydTDJtQdbomSISmTxHKUQogAIOSJmGyMnK1mepcpUUVJCghK/BnarlhR1i3Ce9NSj4pS6vQjKVcstyYYdSbG9NG3vbrZDZiptkppZb3eunAgJdkhQhRhLkXqWWSpE8t/Z8muAWjdBCIhMrZxtk6bbKiYzjpICCewulCLmQ2LiWfMay1sjxLGWgp+iDEOlP3XqpKWZ9jbU14366xCBrW/lZyuyvEcuGK6oRWmN9SVrkdcWiXmnqIJszUgpI+ZSjJmvpPE+LJI+uMTXIo0TQilFcQ/w8UQIVAifI3NJpV75/mo4w2kDrKiJQ2rDHx7xIZniPWxxrKTMDJbiSMt0yeIgcOHk/ITPqROdlniGP1oDjw1uDXvDAw8I1ZGP9+M3HAKgUYC1Ha4xIaKOQk6olAlc3meAjmr6BThniUKe5XOL54hvHBmBKQRlVdoNKoEwFATGmOqTOE/kyDPsBhm25DzcH+MmXboQSQHTdGpkf7iVsBwi05ooMTkmdcXEcsjjphadHzrkEHylFfCIOuJdieSCXD5O1I7owo51HXOQZZ8cNNsczrG77YoyWciLFkAQlPZVZWi4rxZTQDxPmYUa3PaB75xqbR1u0jx+gv36H4cSpIBkUMafisEgGOAZG03dJpmStLc3ysjjyAXAAZ06g2uuYIHXnuuDSNWqaDmdnL2HbdPg8Pz+ZzX7E/ySEqUja5mHGcTeg6Rp06w7H7RG2sTh/6RzTcSr3JWdq6leDBna3TZnt9Kl0k0IEGocg0mul4Rom8aZY5bgxlc9e8j2E1Hw3XsyxRL66boXjcUcN11zDjdNSQQyWwxiLaRoKz2Oex/JzQPqHiIqNNkXnmuKrgZwXXWZFqq0xDNsq1RR0dvF74ixNJLJkpIVcNhNB/jkzGqGLJbxetLSvsn9d1h9qCMmv5/VEOsKKG+byfTKXzSIokySB/n9KspRRUBMO+mkzDViWWIrNOIAQfSlHVJv3yp2gZGlgJ2QqaQG0sbdsX5/YhE1Ud4ReDEzs17DGYnN2r2zscq3r9crF1Tb4GalbdI3NAQoVOSvduqWUxddbykkp5sLtkD2iWLiX55FKJcItkc7lxQgONZiTgM4Ysf9nL4/3WV5Zjhc78DAaMSS8/RvvwE++yjutKcTI8sfghCBTyi5PlQ2Ulj4ii8hZAowivz01hwJQyixkpkVt18McMB5HamAWE7aPtsVEK0Yy47HWnWi2RUGz7BFwPO4Kg3zZNp7IZqeudlKuWHp7AMAr4wH/6a/9HFZfQWOfr4cxaIM/8/v/x3jHWIjPgNEWsxqoNMNBaeLgY/dkh9XFGpuLdbG4d507KbcUwiC7tEqJzpjTDCGEiL5pgJSQQIZiwvGoz2R1iFWKPGAAlBrt3XhxhwLV/rUyOB5vixMklCplBGlHD6C4WMZInWWFXCqBQGIlAqF51HpAeqTQZhZL19LMkHiKE/aHm+KAbIxFsqfeGyI3pYOm9xbkTduyackIwVO5IFVZbUqiskvlmFT5rIym6xGCL2Ujo8UYrK7H+jkbG8014Y3oE1K/NkTGlrmUc0Wv6zWQ36VShrZsdU4JXC1tV8UOlacDo8eF1Ml8tSVKY5Zct+J5ETGniCdP3kLjWqzWF6cnxded9g9bksaSzKAiYFJ+KYEqvy4ulC8xeSz3uHIveV8AqldHjAHTdCzllpwF8ZD7fbqGybG8X07H0+PFDjyswfbhjhUICtIRdlnnq8TQU8MZiRhP/s+jwN2LB5jKKaJ2qYFHTvUzpEcMQO3gow/IMaHfdHjnN9+hVuoxcabgS3BB5Y7asZIkn54Z04msw4UtrS1iClwrrB1ZlyPlBKPtCWx7L0ascsL/4RPfhl91XWFo9z0pXUQ903UrdN0al69e4fzeGdpVi5yqS6trHNpVSwZjqw7GGXS8aM4hYPYBfpox7AZMA0mI90/2ePs33sHu9hpPHr+FYSQX0hQDDBO2yFRoRAwehjkp9VpUJUyKAVAGOYfSGIt+pnlBWlopK4jRGgB8qx/xf37jV6AevYHxpY+j69bkU4BTWNE1Fill+GmGthqP33iMtm/RrjtMxwn9pkdwFpkneGIuhlzvZSZGi3ENUKKQZHOCWcDF6t2yt0gNn+7wjhd7ECJKPVpSjjged8UfYblxSdAhDp/jeCBukjaY5hHICU3bg+TwoThSzvOIrjXQC7k5fxBtnOwELMlNQUkXJY6U4mJOKmQwjySm4s5pLVm1J0YpqzlfLYWKTwdxRQyyqgEJALQtzeuuWyPFAMXtE1zTFgtxOfanyy/0+fzrlJFUKms8AQDVZ0ktghClqUVBRT0WJZMF+lEJoopLJsu2DFWWmlLiAJD6ulCwR2u4BIVpsT4veSvb7WNMQoKFqsaWKUIav9VrKah2KkhuKLwZen+Inpv8Bd5HUiEUy/E+nSjLe+leiR0DcWDqM6vL9wJszPacXkIfJAh5oQMPPwcyCIvVbncZEGijyfCRyyBANZwBUBxGZUiJRSnFSgV+8NkUjN4D5Jhr6YWDDqnBu5Ys0qdhRvAUxe5vDmSNHmMhRnXtGinHukAAxQCLCE+HirRwpL58iD1L2mRI0LJEOcQPwFoHwyZDX1hf4tdWZyD3P10Z5K5B267QtWu0qx77V1/C5auXaFqHnKvqolt3WJ31OK5a9Gcr9F0Lby2sMRi9xzDPGPYDjtsjoz4e43HEeP9juP3iI2wffgwPHnyegy3qtKigy+SLKZTgSq6t1H9l0gmpNrCzY2ZZaiGuISMzLGuMQd+tGabkoDB6HI+3yClitb7Ael29S1KIiLpalkcfMR5HPHrjEZq+Qb/pOWNrSrM4a2ugS/dCFjCccD2UVqVXS3kGlSKDn4V8mwimCjlrJDAKt1jY78aLNwQip7JiKAZTTxP2ZEinVylDROYpGEMIKTU3I+QjsnRSiKsV9eRWB2HGMOwosOffialYQVHATeY46G/bVXFCta6F0obMvzjDF28RafoYY4BmFYy1DVorBl90bl23KRt503TYbC6htWX+GfEXlFJMkq1J4jKRrOsaX6ungnUhbAtfT36+/Lu8dsELEWQZJQnQJfAQIqpSCo1ryU9lnoqHCgUcHNxFQCEV3l5ByxffVxSJvO7PfkBKaw5WYllHhKuhtYafxe69lo6Xe05iMuxSDrsk2C6HmKKlRfdZKXOfGt0p+r5ckR/53mIpv7ymkBJQeuY7nzde6MDjyZtPME++BBUpZfLeY88ErXUJLuTBFQ6I9NeoRCaSJuVcpZuQjcVY5IVRWKn/5QxlTOF2aE19TvaHsfg97G72OG4PFDn7CJFmxRioTXNKRULrmha3t4+YAxFPZLZCEtJG+AQUhTrbFJlV6VAImjRduwYUNYXqeONqmg59f46cqXOtUrpswGK97LjDr4zgA5yyWF+el8hdMqnWWmp4plRRtyilSqdWbYhrc/6SJ28Pvn43Nw8wDvsyybU2iKBeBlDcVCnXLMRwacQCiCag6+i7qKHSUOrXMmRiLBvk1d+xuyMbjDnXYrO5WKAUCQYkiVaKnqfxMGL7eIvLVy7peKyB6xz86Msx5iydi1XxjpG5Kb/LfI0MLxoxJcSQivGc0opMf2IuC0lOGenOlOmFHfK8iTLjeNyV3y03WXJ8oSFZM5mAkRmeAklMSQkXCo8pseSzccSTqNk8fd5+f1N8HWSeyGazREyl7Cu8iqbpSm+koqBRpDBr29UJTyGlBMvztW17tExUFZSAPq8v5eW+2yCmWMorhoMeeq05vRaayk/k+sq8PWtoTdbgtZ7Wdq0VstAfmPAvc1BKIVRiqGvCanWO/f6G+CY5QTrs0lptS7NKY4lnI0hPJfWSu2lKCWGx+QOJvADKd1tcXr6K8/P7eHXcA299Djln7Pc36Lo1VquzZ54drS2sy8XnaYmQSdDow/wMar9E/EOoKpdq614NNOd5QGT0ePHQltLMkj9E6I5hO39fz/N9jhc68BgPQwkain21j7RpCnTJmYCM08x0UUczGhq1ti43UYzHxCK9Gn1xmUVzUySt0PQNgg+FfHi4OWD3ZId5mGG41bmFxTwSGUlrza6cFoDF7W1tyyymPUI2leCE2Ml6YbJjFuQriqatcehXZ+i6NYZhf8J4b9s1m24FtE1fEBZjDJqWvDykT0vTOjQd6dTbdUeMcl29TJw10EoVnoLRZBtujIZ11LcmRXL/bPsGly9fQqzVj4dbTNOxTMhllFyslkUFoA1DvZ472KZKduUMSTK7aTpytM7Qph85y/QloyGNPQVkTUNql/3+FvdefgV+9kghIigFKE+lpkgN9Q43Bxxu9uhffxkpJupXw71WkMALoT4xqBOPgRQiss6whsizwzwjI6O1DoG72VLQTKW8ZXfbEAL0Cz1Tv7GH1uxCypLZ7fYRpLla+T1qbyGZXyH44r8TuV2A4dbxFNxXP42m6WAZJQFQNvHd7jH1ZUnLzs/VEEzmjTGOHI2VYSif6v1icU4ZMZ2PWgQJ4Pkbg0fDn9n351i7FrOfyuYnLqnku+PKdxvtGDmu/WiWrq0lMVR1nUspAwslWQwRynGQL2g1cMKVkhIIrTOBE5IZ1gJnZ/ew3T7GOOwKAiNlcGsbrFbnJfGb5qG2rFgQgkOYC9F9WRIqJbSccXZ2D5/4xLdBa4M2S38vh8a1xUDx/v3XmURPMmIh01KLCV8CHQlCQphOkHC6PjVhE8SoqnsqZ1ECEe9nzH4qBPulHFdet9wTlTLP8CXf73ihlzNtNBE+y42WB05aE2eGD2tWISNnQOXqNik1Tfkc4VyU9ygFoHJGig8D31wymFInTb78NFcjKKPRb3rsr3c0EbGwGQ9E8Als+hUWESxFm+y7UTIUsk1frc5gbQdr11QjzBF9f07ZDJOGAEZLtCn/BihIKb4f1taSS+Nw8fIlNlcbuMbCWIvN1YaCCOEyGLKmd5Y625pF+WrVtCQTNUSw9bOHThrdhoIcP3msLzdo315RkKCFzMkdHhcZAkGcGuAJJqZo3pOEsHS6zZlliZZJUoa9B44n/A2xDpb+A3Tta6T/5OEDvPTKK5gngi1tph427Yqkt9NxwvbxFlev3WMFSuYOvNwLhr9nKbemoKSW7abg0Upmp3SxUI8hlQD3eSOlO8TjRR2Vx0OeF+OwJ7MvLLwWZJFXCUYvjMCsK8+7tY7NBBOapuUNjeYIbRqe54JA9FOB/IvfBM8vKVs625A8NgVMkyRyp+tlzhlt0yOmUMz2ijuqbeBci6A1Gp5rxlg0bVeOY0mMb5u+dM8WpQUFZJq9RWxBU5cbH22+tWyZudFnCEtuCQX/4iJayuDWwGVHSrMUS08aKQ2Igdk47AqiQp9H0mXXtBjHuaxHgoSIgoXuR49Yuus67rFCXWCrq3RXPl9m+Wp1Dp0iDJNQHz36Il555VPQxiLFgLQg3Mr5lnIyX1MszlXOWwJSEtvkEnQUKW2upSxCQcLJcyj3vwao3KQTtdTylYwXOvAAuGeGDwxHcySoq+Wr+CrklKEMisSWXo/SwVDG08GJQORYLBCJHSs1fxc1SiPOhB9naKPJzOz2gHmYTyaB4S6vxjrERJ1Yj8dbykKKGUuGgmjQT2EsIVxa28Boy4uKL1kBOaFOiMahQS5mXcjV+ZMMbwhCdLZBNpZaNLcrtCsyLwtzQNM1cI0tQUe/6fg6apLTGvNc5jn4uipVo/CmazAPc+FJ9KszPLl+GwaUiQiiIWWVxrWI/NCLu2teSNwoUMyVHLdYrGIMsO0K5+f3AaUwDDvknGCSZFrSdK9eW8kUnzx8hMt7LwFA6UcTvUF/toI2CofbI6bjhPPLDeYY0DiLAYugNyXW4LPKRWtaHBNnH1DFXn65sIs9up8pcJVnTO55urNMf2GHrEWFS6CqaRjwbEZpbVM2KkEKyKnYlYaH1jYcBGi0TQ+tLatcbOFSzH4saGDOCSF6GGOK86eQJsUeXMby323TY2bjP/H+WJK9ZSMGgBxlvo7wXCKS1+WcSym3Yc7Ikn/xtHqibIK5up9KKV1ZDdM4GEtGe/VYOEBX1SWDuoxH/q7K4dCZEB3kjIiIe/c+Rskfk2Lp+xK6roX380mCorUp5S65Bsv7J/yLtlujWXAqyDPIFMMwAFitzuDGIzuTEgdwu32Ml176RAlMq1OphtYJkXk1giAJIVkrU9aJ4n2kn+W5PN11VtaoZQlFhvDtlkPKVV/JeKEDD4mAI7jXSqJAIIWIxN4KpReJqRdKCEOaOR3PEHDic2pWT6Eq1hGi4hqLpnXld+LfcNweSv3fWoOZJbXi8UGKj7nI2kShIvKr0iVxQQJyTUdliUSLSEwBcQ4Fulx2t5w9dXyUGq2wzmMkvXpiVGX5b2NsIeIuywUpZWpt7+lhtSw5dtYK4MCXqDLKoRVyqAZBfvJUTtDE/xBvjmlKLFGjwMlHmkxJV88PAJimgdt9Vxa+wNACPwqh8+l7tlqdU135cMv3f2nWVO2D5frcPHmMzflFsb2n5m0RqiUZ7XF7wOZiTYhbJnO16TidTEYJOihLAmdbRObTSiEuAhVaZFFIbOVaLpAS5561Mb4bL8aQ59UYV0jjionkwCLwQOWkpRTQND13o1XsPsw+HQz1Z2Q0roU2duHRIZv0aaAqWb14SlR5tgdJKFHQEjkm+g7J8omvIX4XkkFXvoPBOFEX1mk6YGLyqRiAxejJWdhSd23LrsLiqlwkqkhQ4Gc9PwflW5Qg6byWyjANvXD41UaVuVuDuyqrpfmpTrgex+O2rA/ScC/nhLbpMc0DBXB+YkO1TEmGqeWQggwt+Gl9v4HWBpeXr5GSZ8GtMcZBaV2SLJEeD8MOfX/2TPAlQWXme4GcTyTYghTzfwrVQBxm5TWZA1/hBAk6ro2BjobWp5Lk1eCO1tvarVaxw2kJppV67m17erzQgUfOmbvEJuYeqOdC1RI15kwSrKzF8nzR1Gax0cqPnmUE56I+AADXNrAtNaYTHgYAzJPHdJyID2I0EU0TH6NCUbc87zvoZ1XypaCoPwMUun5DkP94wLJRT4UiDdcxZ64N6rIAiRxXiYHNopxD0lx+kAFEH6DWBIf6OcCxdXqYyRo4aerTEjm7L/stzw+tRAbH5jYcjMVA9yqGiOvrB6UHjfcTtNLQ7MoqahTvpwIrej8zK78uqM4RgW2zuSRHP+SSkTnXnrDUl7bV8j7KYhbltCxGPBN2t9fYbC6wvtxQ1hQiGr6G8zAjMeKVQcHnPMwlcIieGOnKLSclBbQxJCST+drVUotxBnmWxVQhcHmuoGXPkU3fjRdjLLPh4/G2/mKB3snvJVEi1CMVYrRwmrQ2sK7her9A+ws57gJWj9EjxUpQFStw2eTk59JATMyzRHIrDqmANEQbi0zUaAMUN9ZafqHXJozjAdN0xGZzyaUFVSzbN+vLU1MxuQaQckE1+7LWQqEaPpbXagoqlkM26WWJ/AQhPSkjGChVSypak7z3eLil8zOEhkgpJ3Jvp5nLJ/U4ZN1l/w3m4C37aL388iehtcXFxf2CWImdOt0/W4KRvu9KCUWQbd3YomqTspSP/qSMDKAEH3JOws0xi23+6XKKnIcQTIsqMtemePI1khBLm5Lnjac9Xt5tvNCBhzQuA1Db3nPERYTTuvFl3mBKQyGzKMeUviz0+zQLK1yRlIlHaXMf4kJypYtpTApUX7x55xrjkYhVKZB1eGQyaVIK00AWxSlHNhSiiNUYA2nz3nUVRZHMWbIa6xrWbddsxBiLrlvDuRbX17uyUMwzGWPJhh38hMPhBuN4hLTOJnJaD20sXONoc2TUxzpTpMRkJe5gHZFMifSWYbQsGmRfniGEMup9I+/PKSEGIt8eD7cYBvLzkIXWAUyoI+KsSA6XQZo0PgKI0NW2PXa7J3x/CMoVaZ54gdSa9bJhkyqQb06RmOHaILFLpPcUmPVnKyStYRsmF4cEPwf42WO96uFZReQaW0ozKQl36NkFT84j5QzNJZeoKsOcFtTF60UW+C7cj7vxYgytST02joQKxBigbCVZAsRBcrotG+c0Dfxvg5SJBEgOxxQgi8uukA7pea9kx5RSkcdKWQWoaIgxltQk3RrzPOBwuCmZbEqxoKGCvlIyYaEgxll0bLSZLr0wqEFZzsA4HhYlicofkffQGmp5TkQse40oLgFYC5CrdCVP5lg3UKUU/Mx2AuZUYktNM9UJii18OFofx4I6A8DEwZXWtJ6qMBe+RmSyf0oBWpnSU0vr2qVb61zOqWl6anTHRNU33vgVKKW4A29bjnGaqNTSMcKx5GmMw44I9MYihKncNwkOARSX0iXPY+ndITyaEzSEx5JHKN3ATwaXjQTlkuSqrGml1CRS2veWIL3QgUfOGVg43S0lnAB1RhXZrJg6SV8NYULLkE6g2YeyYfg5lAxWce8VucGGHUqV0WVT0FrhsD3isD0ihogUEoIP5WaJ4oUmJfM3lIJjstU0DUXRIdBrQizRv2zAWhv0/aYsOFprHA63uL15wA/oDOkl8LQNs/cTxsW/pczg/YzgZ1w+egW2sWhXbXkoDzeHYo5m+fqKcVqIEVpRycUZgxCJ/V26RBpSugRGO1LMuH7nGtvdk/KQ///Z+7dQW7e0PBh92uE79N7HGHPMudaqWrVQ/605KT85SAQRvDAoWCWYPyQ3BV7kIBECXgTZCEISiH9AEnIRlIDkJkG2si+9CBuDKMZciKgggRCyY7ZJLK11mnOOMfrp+7522hfvobWvz7nKtcpoalbNVoxac4zRR+/foX2tve/zPu/zSCbWdQN2u0cqpS6ZkgQQ8lB1HT204n8gWiitzLExJI6m5lG2DTookPO+R2HirXi5EF9m4UU94O7Dp3jzM5/Wh5ZKLxEp8EPInA3j6qIoc0LIuPIl89Q7h5ASMmdoKaXVwijzzxgD4x1Bxuk1ufRVHaSZQ+WNFIMG5gpTQ3gB7iJwkADBcRDulKxprZSSa2CtXQ28eZMo36yZL0rmrjwRhjJYwozzea9S7JBnhTec0GzKMga2d5DjjpGeXR/qxuh9j2k64nw+EBeF2323uxuScE/0HMaL98/5XMsnuSJAxjh477j8CD3f9pmv71F1PMRyQEqZKYYXOAuS5BhDFvT7/VNKBnPCEpdVcLLMZ75/1P3TSqSTdw2Rbft+gw0j1O+//z9QMvligQONiX25Pvzw95Gcx6PbT9Vrwde07wlBmecTNptr4nAwN6PrxnrPUBMcDVyUgFq0Q1DGpd0GIUW0jo7jDiJDQQFaLf9SSbuWqUiK4cvTF3q1A4+UgQJFE1JM1G0xVBirZHoQkyV0QuBr31XBMekYkAWf5NLpZylElEJkSxF0ycjKVRCtB4BaJ+/ev6N2zIWCDN2AjcF0OGOaTgqdV0IiE4IctSltt4+qqEsGljhB2dCmErGGfoPD8Y5gslS5IFJmEXfWUopKE7cwoDEG03zkdmCCDCn6vkVcAk4PJ5z5mnRjR+iOt8iJ27BSROc8aVGgYcGDSytiFDcHLrMkhHnB/v6OiVy1Lq0BAz8wIsMsAYMcM5HsyD1THlSp3fYawBGacz4f0PcjcUFYMwCAqjACUCjbM7u/IkyUfYWw4Nl7T/HON71DwUfKWKaAMC0Im4EF57iOz3Mrx4TEGVsVrrv4r6E25NhmJi8r7ZUCoClnvR6v3KgEvrXmy+WwrPMhHh8AbTDWEqpAnSuLwu0pBvTD5sXPU55GXv3XOo+OfUtiJC0dQlWEb+CxLDNQsuoFtR0MInA4DFtNamIM3K5bkeHTaY+DO2n7akEhU0gbECOhv967JpEiH5Cck3IYqK2WInZ5Jn1f1Zgvuw5r0HVRRnAWOYhBXGTOitF7IfywnAnN2e1ucDrdw3BgIaixvFZKT74hz9LnxkZjiY7pcHiu5GAhnApa8cVn7wEAQpjQj2+g70b03ag8GbpvlNxIN5CUPUqhAKfyeWpw0KIcrSBZfc+2HNOQmnk9de7RiiNSCdBZYhWIcJ285suRGHqlAw9jDXKsDzKRSEniV7MAZ/RBTCnDG6P+F8JDIOVTqy2gMtEFyWj7omnzJRKmZ4Eo0qogZEREssJMrqwwBv3Q4XyYsCyL9tBLICGTo+MNEsZgZi0PaoMVoyTXlFyS8h1aCNWzaE/XUemF2NczZ9Wy6GVstyQg9vzZF2vfPwoz142anoWZzmW82ii3RYimYQ6YByoziDYFQAuAtw4Lb9JtsFRyxsOzPe7u3tfzloe3he7Kir+SWdhooy6SpRDpkmrAnQZT3nXa8pcQ1Om2MNQcpd+9YeIDYIXG2irnfQ+RLxaW+/2HD3jr699SL5VlogW080TEkgdYyMOXkGaFQAUerZmYvia/uCFJ6fB1qeXVHRIYT9OeOxIq9wdoCOu+UwSPeBSeUYtFF3pCdjvdzORn4t3R1t5FAr0SGUmIbL9/joltC7QkWopm84Q2UOlX0EUph8oGmFJAZP0HsTqYdYOutg+CyAi5dRx2Sia/TKQu23hpje3gHCWTzjlVFLbOKNkdgAb4KSZduwWVFZNP0hAqKNJKi8w/M3ztErpuxPX1E5xOe/bUisr5MCw2SM83vVY6lQoKxnGnHULH4x2Xa9MKnTKWhOR6LtN43xOqsZxZPXrTEM7r/rCEWcnB4rYrc6NN3CriWxNMWXcqSpFWr5UhBFNna3lbRlvKMaZ6C704178GOB7EHyCdBNc71dXQ3zc3o71IL9wkXtQl6JCNI0WqU0pgIq+3TOZyna9GYTC4//ABABBDqh0gncf+2R7zNCFxr7SBUQgUAPkUsAJpjAv6YYNlmeFc4d+T4h/ZVy9KJuu7Ack5dqBtFjRAF4wYAyhx4EjddSqSI/U5x/+W8o/3js4xFyXOGksPuvWRujlSxhIihm49haRN1DjK9uW6xSXicHfE/ft3OByeqxqg9MTzDaH+9SwSwbIgWCWfFlFLLGLClDEMdD4FBTEsDIVWWd+CgrDMmNgROIQZovURuXUsxaBMe2HpS0km54z5NON4f8STt59AVBKX84Ku96glOGiQ4KxTjRhdRFKbmQCJyWAl5Xba0uLYBNOvx6s9BGmbpoNm9S0RUob3PW3g8wlELJT28ADvt0rqbInhksS03hwl59olV+hvUgbO5wOm6ahy6/KMqTu0dox5LRlI0CDzOHLrvvi+iLmalo5Ba0zPBNjWjM77DsO4002LEo9On3GgBi0tWZ66Y9wqiTSOKJOif3M5jAFMYxpXXIHNjjtC1loV1nmAW0+pPJLJkkHWofa11sE3bcIxzPDdgL4b9HpELs8kJvaKmdyyxBWXg+5513im0FrUd2M9CQCFkyDhlgDgUsxGxeRehmq0PxMTOn2NSq/XBEncaa1z2lEriEd9b9mTthfX+5OtU6904JFS1jJJTll9NozNKKVCb76/MIjLbTCB1Yag8uspq8aHOtg2RD/vHPrOI0RhkNPmRGUWumvDbsT+2R7nM0umJ5o8glQYY1UVL3Bpxfue+Q69ZkA5Z8QodVzHxnJnLI0ioVjIC0OaoDjHLXmzKuWRuiEtbt53utmLRLL3PbWsWSLa9kMH3zk4Z1Fs5dJYR5vyEhO8rY6MKWcM3mPpPFJI6HqP/ULGcdNpwn5/h4eHD7W8Q5L03PlhWV+DtQ76foR4GDjnWfDMKzrh6KZqZpBSoq4W5siUUhDCDLL0tphnysim6YinT/8A3nfY7W6Ji2EdYpi5ZZmuu7QqCkw+HScs04ybN26Iw5MSljlguyF9k+wsTKkoj8wjCWzlmFLOOv+AC3EwLb9ldUOWQPP1eDWHtTSHRczrcpMoRazsPQ6H56rbIe20HW9Exhgk7iygIMM2AQxJiovfUS1RcHdGmDFNR+QUVe1XutvE64VUSgs63+uaUErBNB207CEllZSitrtLx5VwDowlQbNxNNjvn/M1IP5K3w8abEi7aks8lYCfSjncLdI1mh9WNuOmbbZBL1ukmkqd9FrnHPM9PETDIqWKQDrfUfABKm8NA117ue4vGKNxoOe6HtLtEsKMFIOiEJIYpRLRcRsxQPyd2JR63eZakY3WrdhZJhXHBZavF2xFuOS6Spt1TTyJe9F2DLVoKpVhRI3W6etSYpNARsuFjySf03q2EPqyVi1tOUt/2HjlAw9kMFQodsZV/EQzXs42nXcwjpQ6Sylq8uXAKqcSYJTKUZAhG0hKGSZEONcj5gzrDHICO/zVi+57j+lwxnH/QMzuGBC5LGKtxW77iDRHWLeDPxjLclbINIQF07RfKXaWnLSW2C5KdD0CZ0c9vB90Mvf9iC5JTdNjHK9I+XSTcMKDQpzOeozbWjN23sH3HRyjGtbXhy8n0R2p10jQDkWGvMVyHxCXgPk8I8eM83mPnMlhU4IPgCbyo0dv8TkwW9ytCbKVAS/lFqsPCZ1bumB714yqRZikXU0yx6urxxjH3YViLBG5vO21fSwFCjTkvGNI6FPG0HnEnGCSgfUW8Syy1WuhHeOM/m0p1PnivEMMUa9ZzkQ2jUvEw9MHlFywe7RFt61eM6/HqzWIG0TZ7iWKJYiF9wPbxJMxW9eRW7PA/JSAsFggDNAK0KGg73ptp5QNrO9HzNMR5+lQOV7WYrO5xpMnn8HxeIfTaY/j8Q42BUIq+LkkccNFN7V5mVBFpxyb2AUY0yEssz5rALTc4JzH0I8I0WK3e4Td7ha73a1my541LOQ6SIIg6qWGy9m+I/J6y+dIOfHaVJHEkjPgbCVONiVyKc8SJ2skDSUTVptn349MlO2x3T7CNB0RwgKPTgM58sjxHFjtcDrd43i81w48QY4pKKxJSMoJDiDDveb+pxQxTUfsdjc1IC21kUADGFF2NlXArbBlhJj5tSgY/W317amBqEXOlVe46kIpWdFi0rpKAKNmq+sIqOP3lzte6cADqK2LxVlgXhCjxXSc0G8GxLFHP1JU7XsiLdncdFwYgxTJ28V5t4qcjbOwzIRWDoip3TKlQB1sKVChhSFLXdE7lt6mxSawjLmIzeSSgFSJhaIGJxn7w/4Z5umoNVdBS0opQIrIJaPrRp04lEFs9fvT8Z6IYFyTjWHRzxn6DfEmugEFWcm5m+01q5V2XJs1SujKuaDrrIrxUB24IOaMmBMFHZaIRtZa9N4jLIE2X2uRYmZtk6jktM738F2vD4xAupuR2ntzTuh8z3bgJMTjrFchHyGTBhZikw1dMgUJGITIKrAvOdsSxCzw6M3NGxjHHQcqjhd8EWaz6LqOunk44KrELiqdDb5bwb6lFO6GsisiM3USxFV3Fel7EPm2ZCpLPXv3mc6jFDP8y0TtXo9XZixh1jIFIOhgVQzdbK5w2D/XLJTaVCf2VSKYvBUJowSGEibiJNU5mVSmO3PAIE61CX2/xWfe/iZ0/UCCWaxY/HD/gZIpZcj7VxK4g3AyrCFn6xAmfYZdUz6Qzrvd9hEck7e978hAjgMPKrU47bQhHlvlqXjfwfcdZeugBkbDCtVS7hXEB8KZKVUEDVwul2sm6xhQ1KvpsgQvBPOB0V8KsJIqt0q5CADu7z9Qj5W2ZGxgWOywaBBGfj0UjEjnUntcx+MDrna3eg45E5Ik1446Z2Tfql04l7weFZ5ERUXkbyQgknN9GSF1mSds2KyuNPukBLMSTAl68+Uisa904GGdAbwBAhPzeGICQFgCczQI1dheb+F7jwhS3pThDRnKiW6FsKZLyipfLd0Mgoh4lkgHmGcSIit7RriOUILjwwnz6awiPmurZ6eZr7WWXCaNQSkB83zG6fRAGTp3dygcicpZEEtkmVBJI2J6gPthhDEOQz/Sg/LwIR277wmChCANGzYlyrja3fJnMbrQeXS9pyDMWtKq4HPwXUWNYsrwlgSxnDVImdAPqW1Lx1GtD1K0LJO/6wZ03Yjt5hoxBcw4wZYK9UrE7UvP5ahOWwVFiEiub0rQ14uqokCGtaugCiyJUNORhYNub98iqWqWSNaas3cYNgOsdzjeHbG72VH5qRTMMapomva5Z2odtkYsyIvyXZwnueZLEmrJROg9H86rxUQcfl+PV3dQzb+S7lry4HZDpMTT+YEXdVIilY0YAES4yxiDYgqQE0rxK4Sx/XfOCfN8ZiE+0qbwrsP11WMYSz5GztEm+shaLAutO+37eN83LenrVvW+G5HZQZvKPAa74x3w9PcxjldKwhyGDTou7Ugpt5SizrowBtYy+dFUXSFjqEvQdU4DC2OMkkalpbYl6cr70bpEyaFcMy3neGmr94wsGVX+VLSTNVdubt4EACXdC/9lv3/G3TmVgOk5yRmGLZFqjYVxVQxuWSZ4Z1CKtACD71PRtWt/eI5x3LFpqMyTqtTcdpjIIDfyakcvJTRj5L/CMRMNl6zv0/LPRBBrCRN29hZiBPcCN4QpAx8lm/41UWqhjRgq8U0XsUaRzjsS7wqku7C53mDY9NpWS8QiW90g5wDP8ucxJpL5Fsivr2RFmegtPB6XSKWJjpCV8+GMzBscjFFvkMKEJckspBtjno44HO94UqbVgy7eKr7rtTaHJmI18sCCEBMhbQHQmvDanyGxqFjEZnONeabe+eubx9QiPPQYtgOGzUDmdyx13o891R/ZCfJy0ZM5Z42B51ZSz14v4vIrMHKMkeuQ1Jmy3V6j6wec7vcryFBqw9VsqujiZSTDMSJiY5BiUNa/SDyrEVVTp21r1SJDP88nPDw8xe3tp7XDiDIZctvtxh790CGGiOPDEY/ffoySC5YYselpXqWU4DuHaYm60RRWIRXUrBSBw62Wb1IgbtBpf9bAQ7+attzX49UcNHdT3TwyUYu97zBurnA63a86DwBoGZV4YVF/XtvfrT4nsubRmzPJWrNT0qSRgEPem9YVKpuMIxlNCgIqctyCAsCIbHvS47RwmrhQoERrztBvKqrZj4pMinN2q7CJZv2wjozgJECQAF7mv56fBZwnFDWGuPpdYqfnlMmqQNDGlscHa2CLeDvJ/ciKtvQ98Uyc7zD0I87TAWGZSX9jPur17rqhbsxaiqnXoegaE+heiERDikCR8npVsTaGfKWsddjtbmpbdE6Aq+UnCKdHBBGbdZguaeF1sZWHd1zqWwe/OowFCgncyTm1ZSgNUkA2Hpa7Cb/c8UoHHs5ZlMQmOrZ6t8iQYIS6TM688ZNstZihpRDhe6+CUGUKMIZszOUByznDZUsT01kVKquBB0F63dDBeYfz4UzweSLC4zju1M2xGOkeSQrNPb97T7kJ5GGyMHznFOHIXN/LKVK90JLZkPNSFvGV9cyLhIFBTBHLctaaXIxR66nS/iWeCuPVRsXDrh5fYdgM8H2dIn4gC3cY0ePnB0l5Cw7eEglVgg9jSIjNeWkfjhyNz9y1IqxuCRyzPryCBux2NzDG4LB/DoGcDagWnF1WxMcYg93VrQqrpRQRDGVzch3pfhW9PtK5kkwEIjG7ScHR4Ob2CVvdG0I7LC0wzjvSZDmccfX4ejUnjanohKBo2orcZwpOTFrNmzATcXU+zzjdn2ix57lk7YsGWq/HqzWEWA5ALQskkByGDYjAWVsZJUu2jESUnDkIhiIggoAC0E1IPidwhwr9rmr7tBtNP/Y4PJxhnYMBlRAk68/KI6uEdGedqqCWnBAbwS2xPXCCmFiLvh9grccwbOD9UDN355CzqulVgzMOuCQhdN5pO6wEJxKs8wXQ19Hfc+nT1mAdAEzDS2h5ECuUBGDH2soL7LoB3pP6qD88x/39B7CRfFQ2G6+bedUDWjSJoRZdWqfba07rWWAOTYNaSHIkyqyJnII3m2vmjdiGUMzE1iYxrQFoUxoBgFIRiLac0pZZ2uSxcEKsJFdg9bfyNzFFdABeCDzMx9f0eKUDD+sdLMuUi3lQG6XJBZZ6+2kv0BMQl4B+05OPSmHX2CmoQqdwGHJOcJ1HDAmuy3AACguJyQ2Jc0CW7Dbn+p6OItewzBrAyMPcdQM2m2s8f/5FnM8HUDvVgpwksrUqPiNsc4k4nXUYN1fo+w2GfqzaFuhIkKbboOtGapNdJoQwadnDOaf1VvCD3Hcj+mHAMi146+vexOZqzVh2DHmKPHzXdyuiKQDkUhBS0oAjOQffeEjAkKy4ZHHbLSEtI6sgkrQyETclSLK2sEnWFaxxuLl5Ew8PH1JQ5myjTVKUIS86KXSuHp3vsd3eEDOfeS5S6okpwDGZqnBt2LmOESAyobt+fKPdT4RIZkKeUsH9h/e4/fRjKrM5h03fc0sv4DqHMC8sPCe194ScC+bDGeA5N59n0kQ5z7h//w7LHNAPnQYfw3bgheB1W+2rOlJaFK0rOQFMjhy6HtaI5gO3eDMCKmJ+1D7vVYyLlHGZA/ESHsHpdFqVAOSZcs7zmnOF69trzKw3JB005LaaiGDaorsAb8Idl2QT86ecBiniKSLPrZRC+37DXK2M6jzdVU4G6NmNMbB42RnARtdsx4KKANgVm3/uK4G0ooJ8rD1JHCQk5kqUGsCAnkFKChtifCG5dgOyRdDEzfQwmPW6SRcQJT9Ru15I5M0yWZYQJJFjJy0Tr0izHK/coyUsiL6afErACYiuxpYUTJsA6jJYEE2oNVFUUOMm6ELRPUhKMpXQmvleLCpnL38nQY+8VJK8Ydhinqrg2ScZnziV+tVf/VV8//d/P955h5Qcf/7nf371+1IK/tE/+kf4zGc+g81mg+/5nu/Bf/2v/3X1mmfPnuEHfuAHcHNzg9vbW/zgD/4gDofDJz54iqAZ5XihN9s2WTbX/JeI/bM99s8ecD5M/HXGdJxZyryQ3DCbeUXubFlJcbMcNj0ATm9ITgW+czjtz0piGoZtU6OtXSCl0O/ef/9/YJ5PqF0WQcmOYm/f9xt43+P29lO4unqM6+sneHT7KWw217RpM9+DHvQR40gZuDgoZiawhSAqnyJIZuG7HuO4xTCOWqIigbCkKqVyrjKRN1cjBR2ZDZyMQcwk/91xcLOkhMiS4L7z6Ebyd9nekGHSzc2bePL4M/jUp74B47jFZnOF7fZaURhpo7XWKgv+jU+/jd3VrQqtlUzkWllQQqB2NnXjFRl1fhivr5/g0aM3+V7EFTlPBi1+1H8flgnT+YAUSGVRkJ+cCiE4ncP5MGE6TvCdh3cOuRRVdZUSXgwRyxwQlsjzKmE+0tw7PD/w1x6H5wdtx56nhYNl6m75uHXT16OOr6R1iubl8kJCJEF4NQQjjR0YMu1a5qnZGF4utgXUdk+R9hZEVZ6FriMi6fX1E7zx1mdwPkw4HfbKrQKgxOtcaMOOsQZLOUUsM61HMz8fInK2cGIjbbqAmGAm8n853OF83lPnC6OZVM6hta76LtWytm28VYrwWvT8ieORG68WtXCw9MxZb9lPigioFPC/RO9Dsgm9hqRfJIRNsbTY7ejabTbX1EbKSKlzJGxoDHfbgRDdEBb0/Yjd7hFubz+N6+vHuLp6jO32hgJIFNSW3rAixucU4TgR0lblQl/WVIl4w8h5q4gs+id8QnpedKoVzWoT8peNzM0GUr5WfRgOcqTJYRg2a+ToI97vZeMTBx7H4xF/8S/+RfzLf/kvX/r7f/bP/hl+8id/Ej/90z+NX//1X8dut8P3fu/3YpoqW/oHfuAH8J/+03/CL/7iL+Lf/tt/i1/91V/FD/3QD33SQ2kmqlUCJAB1gQUueBhzwPH+iA9//ylO+xNODydMR9o8ckzEBYmVhOOZlyBy6f6CUGpMfciMNWyi5mG9VWheJpjnjdR7Uqf78MMvYDofME0UaCjZCutJFJnkuJL2ZkEdmggEgVIUnWpmwY6WKlusSAsRNA8HavOdphPOZ3KSnE5nhCUgzAExJiY+WYy7Ef3Yw3J7rTEU7F2qc4aUVB0UAPm2GGiAUjkzFqcztxmnhGk6YZ7P5O1welCmuBz7PJ+wv7vD++//D3zwwe/hnhn4Mc4qeiMPiSgJCsIji935fFAkZLt9hC0HbtrCx1LNHaNBzneIKWA6TapGa73Vc84sDnb/4T3GriPZ+Jwx9B3rD9SgTTph4hIxnynIPdwdMB0n3H9wj/2zPY53B24LJ7PBMAVCUpbwOvj4MsZX0jolCpYySqFkoZSM0/mBBcMMNptrbVM9nfbqk9Jmt0SWdNrJ0sLm8jyJLocgDn034OrqFrvdI+zv7/AHf/DfNCgpJeP+nojnZF7WM2l0Zq+VPR72z7A/PCfflbhwYjRpt1hKCQu/HgB3YrDRI/PRHCuQAuvSU6tHIYEFgDUnKtc1Oeeq9qubai5aopHnTZLP9pqnRP5ZIdDaEVMgHh5qZ6DoIFG5e+aAj9DPzeaK0A3W1BDXYAC8Lg8Yh53qpPAHM1eN2pi322uMww7Cz3B2XbYHwIgSHUtgzQ/DAokpBkUsAEZwStY1XlGMZs7Iccj8uUROBA2R1y/anluN4dpSuMy5zeb6EwUb7fjEpZbPfe5z+NznPvfS35VS8C/+xb/AP/gH/wD/1//1fwEAfuZnfgaf/vSn8fM///P4/Oc/j//8n/8zfuEXfgG/8Ru/gW/7tm8DAPzUT/0Uvu/7vg///J//c7zzzjsf+1iss8j2RSatMdBoFyBF0vk0IyxBOR53799he7PFMA9MRGUfAmvgC12WlITsBe1iAaqITec8lkSZjO89+7RkDGOP+TSTjbytpNDeeZzPezx79i6m82FlwLSIpTSjHwDYa4Ue1mk6aqsYTXjukrFWH1ppHxU9APTQzCIItLdMOByec2DVqcJpKST5m7ntddyOGLcjw7Qsq7xEdENVHcwx8QyySM3kpHtA5mnLHBBjVK0K39MDhULthJ6tuAHA2r4xfEsaUEzTCc+fv4d5PtO5LBP25RldW18DOnoP4r5IF4sQaZ21KLFqvOyuyJq771m5NCV4T/eKyjaVrDpPC5vm9XremdGM+TgpuTSXAm8tprmy4OXallgwjD2JkM0B82nGOZ2xf7bH4fkeKWUK7rjMJ3L1zjsKBpcvz4zpa3V8Ja1TpIdRs1MA6IcNlWUDOZ9utzfauillR9ckIwWkWVSMAcolCkDOpcty5ue6V9t1QTilq2a/f4qcI/b754rCTOe9BvgxklnkMp9JK4MFDUXcUDZVke4GoBmwDFUvlvmPNVojmbzwMARhMLBtFYYJoZX8326UmmQ2a3/OmTfYiiq12kz0eqx8sigIdCjIiHHm5G39rEl33TBssN1eUxIVZuTM/D84LV1Ay/0N+gAwisGdJ+xcC5B2CJXS+Z5yG6xcH/qsSaXUrbUwpR5XYlG6Sy5H++/CF1Vcg1EMcm4wh5V/S1YERsnMzXWXYUByCKvxCTge/0tZa7/7u7+Ld999F9/zPd+jP3v06BG+/du/Hb/2a78GAPi1X/s13N7e6sMMAN/zPd8Day1+/dd//aXvO88zHh4eVl+ABBht2+F6wounBpVTJgSGvI0xOO/PeP7ec5wejpSFnhfkmEk2vRGekSi7H7qqXGqIQBgTlWKMMYyW0IM47Eb0Q6e8E2eJaxDChOPxniZt4/oHVOZ6Ypv1cdjpZpoSM8xBbWJhmTEvZ1K0Y4LT8Xi/kiKPYeHW3L2WbgAiBkkdL8agokZ0vSKW80w+M0uA89RCG2NSl11tCRTiLvNZcql+JcYQeaq9XgCRgYftoC29bQ1ZzNwkEKLrn1nEZ4KIo9Fi4quoF3spkLrrgnk+aW3csoKi+CHI50mWMo477Ha3uLoiKNQ5UgtsocUQFw1cU0jctSSZJz2Q5+NEpNrmOrSco8Jtfa7zWM6LzsX5NOPZF5/icH9EXAKWaVHVW+qUCgjzQmJtjS/F6/FHG3/S61RKXMbImYW2KLERbQ8ACsNLK72uDS/LKNWvo5IJwzIzKtrrRtlufvN8wn7/FMsywVqPECY8ffr7+OCD38P+8BzH4x0eHp7idNpj4VZ+CRakJKPcjW5Uganz+YDj8UGTpdVhwjRt/k12nTNrmqyTJrGZXwft4LI5oYi2WTeMqU7k7WiTH9kThJOXUkYupCLrXcdrQ16tbXJMhFZE5nbUZDAEQlrFQC4lMcrLaCXmRdxwGLa6ZknbrQzfDdhurrHbPlIENrKDrlwv5zpFOi5RZphKJ1ihG6gy9i1SQWtUXq1f1TeKvohgmrEusYhuUa7z2H/5oob/S8ml7777LgDg05/+9Ornn/70p/V37777Lj71qU+tD8J7PHnyRF9zOX7iJ34C//gf/+MXft5CbvRFkzSGhGVaECZyRs0pI8aoPJDzNFMdKzk8PNvD9x3G7chiTdVnhTLehHE3rgIcY8j4LTbiNPNp5lICBTzd2GPY1E30uH/A6bTXDFz7wEvVqQCAN568w9F3VEU6+QznOgz9BjEFnUx3d+9rlCq6E32/QdcNuHn0JrzzOJ33MBzFi+oecKJumKaeSfVRp9c1hoQ+F8ynWTkO1BrqYD0ZL6GB6EKKsKYjrkMpes1UG4Uzlb7vWbJ9gLTM0oLpFPHofI/j6QGn4z3GzZUSQOUhUL8LcEaS17ViWnAJuUAh9VYnnQXOwfHiIB4t3lsM/cj19UndM2OcMU2keGi9Qz/2cJ2jQNM7mmtnJg9ThIHOO8SlikXFQAvvaX+iQC1npBBxuD/gtD/T4hw6DIXmjosZ3dApYhfmBTFdZBevx5c9/qTXqaAiXtSJcn39BMfjHUR2fLe7Rd+POB0flKxnYHROA5K1khVE3w9K0KRnNyEm8u5oyYBVAGzRUm0pBQ/3H6zWHIAQ1Rhm7pJzvGGOXFLoIU6pOWdtKRXU9DIj9n5Q2wEyrRwIVagLtgYDznpuo3WVQC0Jm7dwHasXs54Hhxya1BC3w2hJpmQiYpOZY+HuGCpheu+57CmCZh7TdFIdI8+CYlLOKsbClNreDIhQY69Gl8YYddEupapJy5pHXT+Zy6+E7uY5K6qjmhrW8ppEn0XBZ1IxtpQTEKmMVWC1E1ACpDaYaQMJukZV9LEGM9J226qSZj6HFxE6+b0xVUWVRNE+PsrRjleiq+XHfuzH8CM/8iP6/cPDA77+678eQJ14YVqQUqYscYlIIRIJ0DnKJJk5LQqgAFCKRVwijvdHPHrzkcLcbe+3RNtSR5T2rZzW8NZ8njWiFnOwfugQ+VgOh+dqqJRzZGJSvaEpJTx+/GlGIbLCppXLQRvoEiY459X9kNwlya2Q/BQaS+xSMIw7xBRhuV2v70fc3LyBZdnRBEvxhchVlFwBYGGiYzesX2OtJeOlJjsxoPKKjMylqlIK+k3PPByD7aMdloXQiWHYVnMi7hbabK5Iqth5dP2gWZtkENq1wr4GNcIvDFdHRkOClnFM04XkuUVNsgdr6UGWjEs0DZYwcxY04XQiQbWHpw94/Olb4rpYYahzjZg/Q7p5rK8ZmvOOg9MF82nGdJrx/IvPFXYmol3E9noH59nMit83hqS+La/HV+74qHUqxADxVun6kYnj1K3S9wTfHw7PcTwSQqJ6M8ZQgJAiAGrTVL5DyUBhx9lASQcFB5FLkD2vF2flSx0Pdzie7gHQ30mQLkqnhjc+yy6sYlqnrtgxaAt8jAGd70moEJZIqbzG0KFXsznLPLS2E0ayewpciNMholTWUdutvI9jGfT2GV51cgqyCEbAjWHjRU5UrIUpxOTohh7d0ON8JF6ZqKYW0zq41iSpJjwdE9oHXF8/gTEGH3zwexB9jsIyAbK+5ww41zFiS2jJMGwhFg6i3moaVEHug4itlZyVgybIBO0JUE4GQKalSaTRC2kWtb/XQCTXRLnkhGKsvu4Sfaf3qccm/lhSthGTTeHEyGd/3PG/NPB4++23AQDvvfcePvOZz+jP33vvPfylv/SX9DXvv//+6u9ijHj27Jn+/eUYhgHDMLzw8xQTpsOEeSI4XGSnY4iqv7BMSy0/MKeCJldVXpsOJNpkHaEmyzTD9x11uCwFuxt24iukcNqPPbu1UqtkzhnLxFyBQIFGzhl+6LAF8N4XvqifWwqJ1mSNQqkmu92MGmyUUiVpibNRNT3m+YzpvIfz1AGyLGfOZJiNDRLtGcctfNfj6uox/e3hOZ0rLw6GHRFzoRbhjs2O+g07QVqLpOI8tXQlixAtCOJxw5lXoUBEgg+NrlkMqOs75E2GDRGb3ZYeyFIw9BssgWrQjx69pSJHxlj1NkisRzL0G83k5POlPAXQg0rqgZWQKQ+M1G5bBclh2Co5VxAY0RMYHdXOrXEIYcZpf0BKCcN2wKM3HwFNiS2kWnKS+5YjBa6eTa6IZxQRY8LDhw8I81IXxpx5IQy4unmkbbTGJiznBfOp8oFejz/a+JNep2R432MzXuFh/wx9P8AYi+vrx3h4eKqdEG0gLc8o4NYlZH7+rFmXlgHS6xAOgjwn1lgcDs8pAeg3irZmtnOXzjvxQQKrGns2aJRNOJnaQeZ9x+VSx8GFxY7fxzO5tPKurB5XbRl1av4mzrNA3YiNbbspatkEgHpsAfXn0tVSLwRtm9Y6BE4aLYgUHpbIJeqgnyE2Ca0mkmy8tiGuYgF3D+7w5PHbuH/4oClbRFjbQ9qXKfEBlmXWv3eOrCraMnNFnRPEUND7DsN2q0RXCT5Yv3oVTMjeoMfIQ/YX+nfWv7GWA46Smtet9UYiqzoTR2jtno1C/Dkh2WqZ7X8Xx+Mbv/Eb8fbbb+OXfumX9GcPDw/49V//dXzHd3wHAOA7vuM7cHd3h9/6rd/S1/zyL/8ycs749m//9k/0ec+++AwPz/Y43h2Jx3E4Yz7NWKaZWmFDYiZ2RFhmrcMBNcKTCHf/bI9lCljmUNVOY62pST+0bCTytwC16cp/lzms3lfaaynSJdTAsIusGKNdXd3qMbX1NEDayYgcpqQz3ynrue83GMcdxnGH7fYRxs0Vt9peK8zXsd07QJnSskxImZQQu25gmV5aJHLMrGVCPAXfe3RDrxb3zaHBOoJDSRXUKPrhrIXna5PZf8R3DuN2IPXY7YBHbz0CQBK9MEZNl0JYEJaZEaERjx+/jceP38YwbImhP4ykctr1BNNa8p7ZbK6x293y7wZqX9vcsAHcdnXPhQsi9U5aiMVgrvpcACQpb6xFCPQ3yzTjfCC+TNeLQqHYgVvY5gIpnGoM5mmh8t8ccLo/4rQ/IYRQIWJeJOb5jPvnzyq3g9tzY6jE2Nfjjzb+pNcp2nDIMO14ukcpCZvNNW6u30BKCQ8PTzUpatE7+dv2v5T1tx4c6xKw57Uhc8vr6XSPu/sPeDPz8N7XgKWB9oUb4h11dG3GK3Q96XfIe0vb/zwTYtN1ffU06UdFTh1zJ7zrVvwQWrPIpNP3dCwdrzVUTvGq/tzyC/Q6ZpE0JwRREhr5mbzWOi7RqMUFfY7oggiKMo60pjhHZH1NpFgtWR7gttztOyLuCift+voN7UwRnxThqUnbMf2bXGtDmDDNFQWhZgE6NulWFE0WmTdSIkspEgqbpeyVAGNXcwAX88GYtaSEnI8EMe339feMbqH69ax+l6Py7QS50c/Ex+u++8SIx+FwwO/8zu/o97/7u7+L3/7t38aTJ0/wDd/wDfj7f//v45/8k3+CP/Nn/gy+8Ru/Ef/wH/5DvPPOO/hrf+2vAQC+5Vu+BZ/97Gfxd//u38VP//RPI4SAH/7hH8bnP//5T8QUB4DT/RE5AiGEpp5F5CHp+hBF0MItSq1nCkVz9F5xCXh4+oBHbz2iG8kbAkmGM9TFYjRyH0RYKvCGIn4kxll457B/tkdcgkamSvhywG7cQWzv5/mMgszus2QMhFIwL2fN0rUc0HShSKASWH5d9Pyn6YCUArbba43GxQUWTNgEoItH32/UwM51Dv2G+Cm0UJFUuHBoZAhp0hgqMXg+Z4BUSxOTk1puDFAljEshlvj5tKcJvBkR5oBSkhojGWOwu7lCP/Z4eHiqltMCSTpHqJRxRtuIZVGe55PWlzVTTFUmnZjbESltWG+lPoCCepRM6ATVrAnOjJHIoYf7A7aPxOwKSLmgdw6xcQhthwQd03HC4e6oXA8AKq1feJ5O0xH3zyyubqj81xKXX4+PN76S1ilZoAsKQpix2Vzj+uox5mXChx9+AeczaWpI0NFuEmuiZdFuFYK8Cc3Lmf1SODhIMSDERVvIZd2jzUs6LyxKqUkSlQaquGA/jNqSK+VcOS7hOYzjNTabKz3GLlXhPtH0kDb1amrWwTgireuGyaiFGFPKugIALKXRPMPrDVT+K5wPCUbkeREumqIkvG6KZ4u3BjZaffaFxEnv+2IrKbnudui6EV0/syZJZBHIBlGQtd6SB5ccvxjOnXljn84HLFyy8K7j6+Ah/DNo116nXBTZy2Kk9ZLQLwcyLavEUjqHxmE9S0JVA8+iJNZ1p09MAcNFEtwOIdL2/UcjfF9qfOLA4zd/8zfxV/7KX9Hvpab5N//m38S/+Tf/Bj/6oz+K4/GIH/qhH8Ld3R2+8zu/E7/wC7+Acaz27T/7sz+LH/7hH8Z3f/d3w1qLv/E3/gZ+8id/8hMf/Pk4AQUIsYrz6KZhi7KPAWjGT5tz2yYEVcSbjhOss7i6vYJwPZynumrm15vM/gDWwnsH6y3maUFOifX+6b0XznCXhfglomgnUsIhTIgcvcomSsdf64zTfKz11RQ1i8gla/eGRMc5ZywzZeLi1/Lee/8dw7ClHv7tDQDwZK3mc3J9+n7EjpEXgGuujOzIf3PMK8VSMT4T0lxFPSjytc7wolK5EClQINUPHbbXOyzLVLMWXpj6nlAR60hDZDoS2gNjtKZYCjTqlgdmHLeIsTLoxWRLuoJykfa/xMGLQwyLQpvX10+qLoup9tIAmATHbdYh4XRPGjA3T0iw7bws8OOoCEYbmOVcECbi7pwPZ5weqrpkbuFOVHb64XBH18PfIufxdeDxCcdX0jrlHKEM03yENRZvvPEOcsl4/vxdbW2XQQhEhtTUWwVJekZqi6bImq9Mw2Jgm4SJEd60Cjpk8xTRssKBiXOipnyl5RPhaRBHJJHfVIrqFg1wqUCNyfi47Pq4hYTpXEUhJLmj83ixW0W4Gs7x+7XlDkgbrNXrAgtY1NcYa2AKt/0z4dRai2wtXGdgM3smBVYFtpY5VZ2S/inYSqsOoloe95oEClduCY06KpfQ5VyXpSaKkmQA5JQ9M1dt6De6BpdCnBS6v1KWIbmBxB05tEZVYztgzf3gN1qtY3rtUQPOel6FAxewSWnW/SVdBHyyfrVdiJ9kfOLA47u+67teyObaYYzBj//4j+PHf/zHP/I1T548wc/93M990o9+YYQQmMgTIS6thGIUFY0SYpUcWz3OOmnJiTaiH3ucHk5K4uqfXJMeSC5wrBciZmeGN1lrLXLMmI4TpBYZl4DTwwmn/bExNvPKbBaZYmsdLDPbyV/Ew5jSkC0JZqPggFroiPAYuCY8qJAQwB4uXIIBar98K9XuuewiSAsA/bxHj97CsBmU5NUPHcbdWNnNlsR5us2A3vuaAVmrqIcTtTsORnzHrHXn4Du2gc9V4GdhVIfqzz0Z0YEyl35D/354dq8y58J5EdTmMiKvNts1mBH0JB+aemfJyBnsT2F5s7/HZnNF7PdmjqdEFvbSWlgKdfrcv3+H27duaS4uAXkYCPVgaXQZ1DFEAmrzcdLMhcpdsjhW4hcFLwX7B9IqGXcjUnjd1fJJxlfSOjWOhHZ43+Px40+j7zd4/vxd7PdPAXApxjrujKiCWpclFQNpDXVaLqHfkVz3wm3683xid2UKnuf5hEFsCNhGoHIbOk2GjDGqgSPrqSgoC+/M80azhBng58j7AQY9OkVehXvC7bC2+qn4zisfQzY6+Z06z14MQU3pdA0H8xXxIJ4dJZA1SUrqkeS8mOsBHh5hIcM8CHlfNm1rITyNlCIcsq4nOdO61bYNk3IykXH7bsTheIfz+cAJoShE8zpZ8sqfRYZTPRIKTFOO2GyuCCEr4rIt95LufRtcSNIn72GQtRUXqIFIJZZWXtDLxMR4QqrSdRsQyt9TmSdCylJfznglulo+aoRQH4paOqHoOcVQbZ5hUNxa714i/1pqqSY89x/cQ9xYx6sNUiRTJ1EzlRrhZR1yOc9wnUdKGdNpgmhLAKKE2jcWyxZdRxCo/CznSG2/EtjYanAGENu9usv2qmVBtckMMMxPvfpOYdYhzDqJN+NWCV7i5CpZ/jQd0Y8duqFDP/bwQwffd0r8Ss0EDEzotMbAWQPvHJyxKh1O3gW1Rc46UnM11pI0eErYPdph+GDLHR0BsLSo+d7j6nZHiMx55kBNSKO1tphzUslmeZBiWFQbQfwpgAp3A7RgyLULYYH3Rbtf5ukI5zvsdo8g9W9pG5P7RkJfhmXQE7Y3W/L1uSB2ZW7jSzGxAmnA8eGkUGYLy0rwkXNW0l+MAfv9M4x3G3TbL79n/vX43zucIxGuzeYa1PmQ8fTpH6jAXSlZa/XGVOOxKuBkFSFQON/XkqVzXpFLkiYnkaocZg5QrG5oXUfcBOkIazspLHc5CCoKgNekoNwnSr467PqxIT46NjSrz4vYKlhvYYvVdUp8tVoEQ9FBVKSj5W7QWsjfM3qKmFBKw+uwRtWrCXFART0gnRwc1PHrYoiwqN0aORU2DI1N8haoBMWuula6OAoJIHbdFRLzPYZhg6fPvoiHhw+1HEXvQcqjDk7XGRnWefTDRq+58BBTSthtb1hzY2HnYAkuKlokSOmLpFK5f3n1Gmutdk1dcjvaUUpS9Jiub+V6SBdm3XNfzjH5UuOVDjxIvnfRmymtR9Y6tveltlXTsH6NMSjIMKYu5Dmv+57jErB/fsD20Y6/jzXykwehQTzobwHXUXR7ejghR9bW4Gh0u73GsrA6KWf80l9PrPKgRNBozAWc1jgRFoO+HxH5vFMSJrtVIyPpr7eWYON5mbBwuxXJKI+60Yn+v/TjA1BUB5CgyiBFLpNo9mEAFBRnsMQEZyKcNTCZvFsA4nq4zlOWU6oGR9d7nA/EW9hur6rs8jRrP/3u0Q7dQOZ8ksHFsGjGtt3e4Hzec0ZCSqjWknEWAFWFlSCsHjN3nKSIzP4HYZlZ0Eg8GIjc9ujRW9wiXN1kAV64HNWOT/szo0pcI25EnYwxVYI+JOyf7VfHIe8pC1m93gJnkurs+XjC1XnzCZ+O1+MrZeQclbx5dXWLL3zhv2inndzvVg9DhmSprQW6lCxajpdsVOfzAwUeqK2ZxjrtMJF2zlIyQkyKfEiXXczCk6rmYbQm9QiBUeKcWlN7Rl85uEmNtLkQ8yOJb3XdCPTUGUSbfmIvKGqVpWDJEXGUu1yMIxmDXDJM52FcXW+NszC5ABcZ+aXAlpY+rUUxBsY0DrdoSj5cnrGwKN5xO65TXgiMgSnCQyEDT2eq5knXDZTYGIu+H7ULT7gtFfXh45dSa05KQHWu03s+TUeUUhiB7RQVzplUkzU5NXYlRinCbznnZv68PLgQcTRtk5Wfl6QoD6nKWp4T9VpIECo6IwAHVF8CZWzHKx14SNDRSgWLVsc0HZWd/DIBFak7AnWTTSz0ZIzRFtsUWJNjJLnskjIc+5UITOZ7rwJby2HBdDgjcJDhGZkQMmNb9iBlv8CCLfTZ83yijY8jazFxEuJXTgm5JExo676sxDnsmHFcS09EYE1w3Oq2u77B9dUte7TsK+kU4I2SITRnWc/DameFHIdtujcsXwchv5ZS4IxF74GQGBp21B0zbAfYJWIBlPcxbAcM81YVAOUBEpTgeHeAMYYEdFBN37puwGa8qsFiDAiBDJZMb7T+La1mMSyq3hrCDNOPsBmKPACSPVZnyOPxHk+evF0JunxsYQnUUs2vjSGhH8WbprY8xhCpzTtE0u44Tlo/lrFylJSfodZQ5/mEh4cPsbl/HXi8yoOcqh/h+fP3sN8/u5hzXhObdgO4fDYFBW1/JhuMlB/F1bqUwqq9na4/pxMFvuO4g7MOiyCTntphQ2HNnm5k0bDMpWqvvhxLmKmcy8cmXWE5t6XbSRGY1lNGtDXQtMkKyUBOW0o0MEafu3bknBlJcUBjl7HyrWFOh5ZjTPWVyrlUvlRTWmivveUghX5V15FSChBpY5ZAkVrzGenxDtfXj7HZXGFZziQIN58w87ojfA3nOnS5frYQ+621GtQRL+SMnJPexxjYPJKTps73mC8Cm7Z0kjkIqfsfEUulVVtQFiHWA7U0I9wW4frQdbaAkfOg43CWUOVlqR5HH2e80oHHssyIcaKukEIy4cQcJ5Y31clEIjZpwCFtUwD05wBBYn0v8FjG6f6EMC9VPKsUJvPQt8ZQBD+MPbqeapfHO2rfneeTWlwTMjM1xEf6++PpQSeNcFGMCaj2y9XLgAihi04WZz1ykWCLBadALPQUyfzIGM/QbqNbsemxu71C/DCp/r/n9rnd9Q29V2qFdBrdC9Ysac2X2oWhoCAX3jhzgbcO23HAMi0YNgNyzCgZMFvSv8iJAhwYg9MDPVhdTy23ALBMAa7z2O1uIV4qpOhKcHLfDRiGDW/SQX0lFNY1ZHhFBNOonU7Cb5GSnGQMrTdBWDKOuAMAvPnm1+l9yjkBTOjaXm8RQ8T5cMbuZotcCkKMCCwgJ260yxxw9/4doWLsr3C5yWRl0FeZYyq7JJxOD3j+wYd/lEfl9fjfPHa7W4Sw4O75u7pwy0JAnVetSiRtEBLMt79r56igZRQ8U8lAFEprV0lH6IqidV75JFS+3KgDtuh7WFtLC7JmSaa+LUVbLclOYFaUVaThlQNnPRtEEhFfjrvlMWnZBQ2XwwoCsSacgl8vhnDyWfrfXFAagYgW4VTiZIsoxtyoKzN3pFTtoZpwkFw7nVevewYFjbWsKmUzao0dcXPTYV52mKY9xLxPvLUGSTiMWEAwUTgnFEBbk8WQb7djZ1tdG4h35jzJqRN/0CEni8T7HaG1XMa7LMeA9hNnhYOyRipovwkYx62WU9qymASl1pHY2fF4/7GeAxmveOBxxsw90TQJOkznPeZlUj2HFjYEoAs7ECHCOe0mQBeVMoH5PON8mDDuqLXMFu68MFbRDgAYtgOun1zjg9/7ADkRRC4qmMfTPQvx1I4X5zxOx3va4JqApCqqluZYgaHfoCDjfD7w8RLJ8WpzpfVXyiyilpLkfYh9vUM+U7bjhw7b6w3OhzNu7JuY55OSmfpNr4ROgAhayRh1YpUMv+SC4gAnHAhGPZTkBANnAUksuqFDP3RcciAeS0oZzhNf4nwgSDKmgE2/Q9d32D/b43w4wjqndt9C0E3J4Hx+AHCDvhvQdT2m8wFX149RSsGzZ1/EwPobntUEh2GL4QJ6zNyrZ7nu3nYA9MMIa6hk9+GHX8A7X/enkEJC11Xei+8cur5jGWYST1sYNRs2Aw5mjxQSjndHtpo2yiKXxTzGpAtiuxnpfAXxVp4+/cInezhej6+YcXV1i2k6Yp6OmJdJA0zJLqmdm4jnOc+60KcU1dUagGpqtNktadKcdVMgHofoSJDlugQdw7DFdneDcdyph5H3Hay3qpLrHLXyk3IoIcaZVTm7roe1hjSSUoSL1D03nferNmBBWbz3cJ2H9esyogwKFgDjm3Za12R1WPtvrTpiwAh1E4TAGrXFaIcGINbCpqKcvdIgKpS41vUhLEGvSeGEU96Lyg/0qBIJM0FKozUgcYBz2s14Ph8w46R7i3BINptrdL7n5Ie1j0qGLetA4XC4w831G3C+irqhELkz24wiyqWGkAyUpq2WORlEYK/dkyHMsINwe7Aq94qrN80JrzzEiqi0ys+fPIx4pQOPw+GuMRAjQtDDw1MmTlKdTSLRGpG6usijEmwEFQjLjK4fFNXYP9tjd7vD5hrKxM6lwFmLJKJi3uHq9hq////9fZBqHd3c4/EOOWdMkSBQaU0SIyZSF2wMyZZZo3znSJm07wZarFJmsRsHssXuGBbtkbPn8+8gqqzDwBbNwwalZHRscrS72eHJO28A1uD+/Tu9RtYSCrGcF8RtXD3cVI91MCWRyI+zDRubMoWUM5yloCzm+sAuUZRcObvrCb3xXfUzkWzqcHiOvh8xnc7qxtsaxz08POUHZmLBnw7Sivzo9lPouh7H4z1ubt7EzByflBJv8EHbjYX0pTVQSM+9hUi3z/OZMtFskNOAu2fv4423PkOkKmvg+w6OuSvzRKZ6uYyrskxYIsJMuh85UV0aMXEnjUg0u7pg5cQLeKJaus7bqKWX1+PVG8s8IabAQUdNLuSr7zccaAgSljnL9o2kNQUBTltXxem1bpY3N29gmSetvdOaciRxvs0V8wVqS79kta5Qqbg3FFQo2dQaxBghMt8AsCyLrmPGGCa53wIA+jN1msnG6vvuhWDDWnICpzILl1xto77K64FpuGRiPdCulcLzcI20es5ZEQ9ZUzJvlqqHI9erVTptSiwAIS4pJkW35b0BQLrPROqdSiDrc2yRFkmW6GNqV0yriTKMO+QctTxP61olvAt6dJ4OuLp6rAEoRT98rtno3AHwgl+LILYSoAqxWZKtdamJjpdeIyrVXrkobWB8yZ/7uOOVDjyeP/+i6jrIhhRjgDUW8zLBdwM6TwqXtLiT7bQ15H1gTFxdMKoHZg4e2Paca/NXj3boBpkQdHNTJjdbMfS6eesR7j64Rzf0mE5HvcnisxLCjCjKf0x+lI0xcZ3Pc5sqES4DZp6AZBA3amahGZHvMQ4DUk56/pvNFa52t7i6foxu6LBMC9zhjs4RBXfv32E+zRg2A7mlTifM0wTrHcK8qDqn9ewmC9L1yHEtMjN0HUKqRNKPGpHdXQOrupLqIC1M82lWAts47vD++/+TSJ2GBG6m+Qgy0yItD3koj+d7LGHC1dUtxmGHLC2ych27XuvMKaVVdmOtIwGn+aQaMMTZ8dqKRshKRN/TtT0eHzCOO1zf3mLcDnDOqkS/teT5k5sHPceEHBMFHTnDOmqHE+gWqAFKSpWdLmWWmKhjJoaFMqAvs23t9fjfPx72H2IcrxDCug5eW2elG8Q1izttdp4RAFWwRCFbdAN1mQbE8sBhGHcIYdJnShCQod+oNYAgvhU6l3VKNhDmLsW42pSqCBhZP8hxAoSmXDWKzmqzkLMGDbIRpkhop2VyaSsc1qqRAoD1Fl1Pmzyhyal5jmuAUlLDz5DzcRadke4zIphKEABwt2Muq2xfuGfg0hCYUyIdNLKeS4srXwQu37OScRG/FhatNNQQEBjtQqkOxQKdWOMo4eXkZ2FjwVKylutLTjif99jtHun8UYsH6yqXprSiZ0WTGQk8BO0QPpCgXGvhscLJT74I+AiZCWFG341AE4Tq+XyM8UoHHofDc22LzCwn23W9KkwuC2WtznewiR5qA4PE7ZFAE+Uas9rQnSMy6TLNePjgHjdv3GDYVrEU2WSMIQ+S8/6MfujgvMNyrhbJMvlEpvt0etDsVfQlZEgZSCJJQjBchVideCFU3X9jqI5HC9MNApvInacDYgoqly4k1ZIy4hLhO4/DYV/LJ8iKTAiyo/34vBgUw4uIoCEr4SNuibMGnXOIuS4QxhqucVaFzm7sVOa4G6iF95F/s8KNOWGZD1rDlM8ITWtwjAsOhzss86SlLec6VmyM+hoDszKYAohwNgxbDOOOPy+ycZf4tlCA0xolLcusZoE5F6RA5xPmoHb2zrmVtf0yUWDjOo8U17X9Frak12fWXqGsM+WIxAtYW+d/PV6tYRp7eKnPA1DEsnYGrMu+LZFUtHV0bYBDDLNmsvSGtdRBLeNePZiI+8Y6G8apPwg949Lu7+Bc7dwryQLcZZJzhmu+L6XARoNu6PXY3Cxk+05dZQnhIEI6msDcCkmdW2/XMD61z8pnWVtFwbz1qs8hFg6l1NJle92cc0gghFLExi6RbuOqyqnztW3eIiNLQGGFA5j1s2jPSRo4xbhWLKbyQ9SyCF2HDl66WOQ4BB1G1ufcWhJ0FBE4kQcoIOuMvhvRdUMTaFQNIGmf1i6UZrTBH+lLqXpYnaumSvKnnIg24HcIYL+ZXBixle7Ql3S2fIzxSgcekSW0W4hJOjqIVDXB+xPXHJ1CmfTQVei6hdIAXHQdAGGJmI8Tdjc7rg8axJS0bZQ204J+HLC92WI6TauHwLkODw9PyXqaCT0hLmjljOV9UopcS/UcfFTRMXmNHHPne21tEjIqkTB7GBSqK88n3N5+CuOWCJsxJFhvcX44YzrO2vevUsZDh2HT62JRuQgRpTT8iFJ1K0qhIKQYA2/JHp5IccT9cM5qd1AKSeFO6SAZxh7lOsM4i6tHV/jwi+/hdLqnBzE79SagQMyDZIItQphQMhkamVi7UVpIkAKvjiN8CoQ8txG2velyn2SOGNAiC74nQlw9H08qlR5j1PMJS0TJJFYUl+rtI8qCor4o6ommVKVdEeNRtnhOOhe0VPi61PLKjn7YcAbbIob0776vmjIGptlM6hokczNrBuq0LCcQuHMeqdCzP3QDfNcrGVpKeZrtG+EqUPmm6zoiKnI7q8iSy4qYUuKsv8BkICEpr8nBIoF+L3PeOauiXYBlfyuvG7usr1JWls90LNJnfUUmBOFw3iqpnawP1m39xO9g7Q7O5VKsz54xQEqydq65fNZRN4mYzcmLxCAzs9y6LaLkymiGF75EUqK6/KzlfMiG712HBZO2pMo8gDEwcCglrp7zod+g6wZCSkot9czzCcO4g9xOXcOMa8TfakmvlWOQ9xD06kXeTaOCm2qJd+XBInuAlotq4PxxxysdeNAoFxdVOgMS91JPSt4ivQunN9cYahWVKFf6mWMKcKmD58mRU8Lh/oibtx5Rf3oqCCURfGdoM/c9+5yMFcWQ/u6nT39fgw4ZctOlziZ99lJP67oBOZEaqUFUC2IpwSzLzA6XVTK9FMrYRWiLrw4RyQx9ttqyHye155bWsF6Ew/pOtTyoJz+hlcwVjovYwBsDNYhr7gpBjN7jzNLyMUQ99+W8aGDTbwhd6jcD5tOsXSja1cPXMYSJr5FjZMdVlKAQkXZZJg0USo7IiRbuzeYKnYj3NIGmwKJiFiW19nk+wRrPi6OFCClN0xHz6Ro9dzrFJZBKYhFyHdWv59OMFElGWq7lfJoVzm5JbTJnaf4t/MAH/e/lwvF6vFrDwGiA334BVXtIFvaXtVfLwi7z3DlSMzaobea0sZFHSs/iXmRH0Ip3OUVQRRXZ9+KMSh0sALjttXanyPvL97bQZiy2A46f40tZ/1JQXWc5W7YcfBTujtOyDB9Hy/mS1tmUKNkDo6WlCEeDy0OWbO8L/7tFVi4DuGKJem+R4USELXAXS0MmVdQFFCNIi22+OEen51ATxMiqn7WMJYJliyakVanY8vWPECHIUqocvLMedtyBVGQJsRL0yvtrkJ8M3TfnO5Rpfc/QlF305xdJtrTXtoGxvC7FQM0KbQnFmObczCp5xsdcp17pwONlizGxcaNmuJ4fUjHaybmjh9UYlOJIDY43C2NkMaj20IZ7yuNCfI/N1YYeBFbjk1KFdWK9Lr4EpAh6PN5rnazrBqQYsDTZd0q1vVdkdgUS7fsRJRYE7qU/nw9NpJq0y0XIl7SoGJxODzwxey7n1OtzuDvi2fyMFguWYY+RFjfJQEohnxpjDMIU4Dun6ISgGPRfgyVmeOvg+fepZLVuJuiPZJKlLJEz+ZXI53SDCCeBtFJy4YBtJERDdDt8zy2JMyEoqSr9GWMwTfRaKUtVNVj6ezJx0kmCgdsNU649+WSFbcjxd9hVNci4wMBrIHB6OGFztcF2Myh/RQST9L6KYSAvYCkQ5Guchc1ODeukhg4OQiUQogAzcmt4gfevA49XdczzqSH7Zd4Ya1lklS02iGbOZE/QsaYGIHB5hcJFj6jrBvRcVpVMtRWtEo2jlihqLdtFRCFMVvIheGWUtWOlH8IW8zYKD4MSrm7u9HvHZpCZO0iMoY46SZLgrLbt0wbrFNkoBez1ZIEO6krbbmrCxZDSpYAIwuVqncVVPdnXgMbY6m/ie7oOTkqo/OwK6lFygeFSivUOHmAEWITd5DmnJNB3JLluCxvEofJgAOizDUDXMWMccg7sx1JbmOu0oHNfuIMphFkT6voeRvcuIdTLXNKytzGIrH4t84CE5jxamxdKdgK/NvO8CsgJvFZxKzdzKj/peKUDj48aclFSighxgZ1P6HyP6Hs4J54oIv4CkFsyb7o8cXNKKL5enpwyZbEhIsyBEA5xY2WiYcdkSXrQPVJyTChl4ZcY1J9DSJD0+R02GxLDmqY9bUZYdCMSjwCZPHJ+fb8BSdsuHOhE7PfPuMTU42r3COO4w+l0wH5PfdaZWespgclWHUl0l4LNVfVDISY5ESGpfdSuMoLee3Jklf78Boqjjp+sXBBjgO3NFofnB0YBDJPIALANtni0hHnBzRs3iHHG+Uw+CSnTg1I1UWb0/QbTdFShIwrehJviVKNE5kGMAce5uviKEJKeL7P8tQ5qCra7R3TdG+VbEko64Xg/kqW3d8i5IMwLwhTgdsTxeXj6gGVaeKErqwW82PxC1iDXtf2qegHUjfV6vJpjms8M71eRJkIuqqw2oXCSENHCPg7UfZJygsnc5t0NEFXMnKhDSmznDaMilH17zUSVr8TBNYrwuDK3hsq6IoZpRu0Q2k0LoHOgkohB7nyd1422j6yhxhgUSyWeYTvAs/BimBfkTMmNdKzItQlLrJ0qloJ2N1SVaXkG1UMliQZF7VIRNAXgxI67z7RDg9csWc+Ex1ZKgUWG7T13trAoGbfOy/fFZEZXF8SYVteHEGjAmE4/T0qlpLVUVghBjISu9v2gJM++H5lovEbJrHXoh40iKCHMyvWQQKbvRu2cqSXyskI55LUrVKhFOpo1idx0A0RLCloZyCttGMtI08cdr3jg8fITbUst1MvuMC8Tun5k6LpDjEY3HEIdgJJF8bKwAJeRN4R1FmEONPkyqfDZnh6IaSaFU53YHTGcHx6e1cjZWiS+ad47RFAW3/GEEzhfRM/Q1AhzzuzZIu2ewjQnfoEgLXLuOql1EWqY3AwLitprCBMjDKThISqsQiy13jYkLlp0vHOEZAifg6+TICGqaloKNn2PmDOG7YAwB+RErbkKy+YE1zn43qu0+Lgb8ejJY+AZcDjcq1YJoRgO83zAOO6w3VzjdN5r0CDwpbSK9f1GvQ+Amvksyxll2LJcvdX2ZwBNMEIP9zBsOLih+yHS7Yf7PXaPdug56GwVX8+HCVJTF1JrKfT5CTUDaXkdBcIir3LFbX3+kxC3Xo+vrEEIRYW5dSMxFp3vNWi3DbHPWouuJx0iaweUnEhoyndEXk8JiUuEslHJsy8oipRmJfMFeH5ruW/dEi9eJ+2Q9ldeAGhTYsKolKLlfGoi5irBk8usrvOKHkibrZQtatk5K8+kXruqu9GWYuTvlJfBzx5QSe+CQsu6bK0FbIEqjVrLbbM1ULJdY34pZSGVTyfdEVgDk1tdFXGiNihFyvdZ1wxBKFKKSMxLjNrVWPco54pqqxgYLnO0x2fVK4zW+0lLdSlBpeEBKOIs/EfifjRikkW4epkR+XVpSv4rHj3ENfRaFoauWdK15Mnk8GNy0V7xwOOjxwoKYmXQsEywxjaIh0xA3riQYArpYLyMeJN5k88pITUkrGVaVK9BHgbqGY/8/hYhVGgdvFn7roc1NZuWtllxtBU4jJQua3eFMeaFjB4A9+hvdFJJXZd0AjgYCcS0PhzudJHyvifp8s1QCV7OEtm09+g4GHM9LUyi4WEtOzzyz0Q6fXXNCnM9mD+SY4Kx0vWRyXDNWg7+aEFLIeL6yTVSzDid9s3mCzKk8z13oHjtDPI+w9kNArO1a7BmNBAV8lviWvbQjypL3XcDqzl6LZfJZ0opK2cilknX1PH+iM3VhgiuSyQuTEyYzxWdIviTAjdcLNRSYmozplYBUe5tazn+eryKg8oWtVWR6/gcSIi8f5afW9vA8hHjSHNUss7Wm6rrBhYZq22N5KmSEYsISdWS3jo7XwccgkLqay5f35rArdxkqxozQGUQ69lPxLomaEDtiskZEcSFKl0mCXRUXRJj+P3Lmj9W9TSaVmRecnSDtqSEKpti+zvrHRvMcTLg1j4lErxIwkg/pGM2g+G2XP6vy4wgrykQIvLlXAEwKE9LZ0OjJN0miiEsarrXddRaa5rybeaysLNeu2BSCipfX5CpLZdL+kBFokVITJKdXDLxYnidEWGxyyHrkYGtZWGWTheETmgMn2R8FQQeUo9cj7rZcOYYScDH+Q4+BcRoUY2XLHI2Fz3eFtqRwGZFhdnNKbINvXeApT7xZVpwuicBnRwT5mlqIu2KOohx027cNXAWTUzaUGeV8RbzsCXMmsVYYzFelGVIU3/QCUBBDGXg83zGbvcIXdfxZ0XyVOAFrOsGUi7dDBh344o9ThK8BUuJ8LYGHcZAiaWpZHRY823k35p5GBLc6keS/NV2vVIQlyrqkzNxPlIkVOTNr3tTSxvE7eiUCEoeN4IssLojBxn0+2rC5Jwnhjjo/my211XhsRTl/MgxVRdcK/R3GGvR9xvkfNRg9uH5c1w9vsL1k2vEELHMAZuL0glfAKoNZzrfy8yylMKOk1YXJXEMpo2mEm1fj1dzaPmsWfyp247r7A0SQs+wVeI3Stb2V4HsLcty992gu55wyQrzrGRDk3ZXQllIZls5WyzCJR0c9EOja4CQRteIg1EXWVl7SZOD/tySjjgTQKmkQRt8/beUTBITzl2piKTxphEQwwoB+VJDbR7cev0Rl1q5RmLoqH/HZWS6B03gUUjBVV4pwRDpEBFqW3RdJ9TZw9N55qTXq1rROxRXYK1fIauShEhZZppIs6jvBhazrFIPxhi1gXCW+IBu2NXXgPxVpknupVWTuXYu0n/5fBvk9XLIPlJQfa/kdbI+GhZzNMao4N0fNl7xwEM2C+DlwYdIv5Ict4sLQeUxkEa9ixC1SgC1tthkq0S0dGiV9GIgNnc3FIC1Gs6HCYkfqhSpxVMU/EohHxnX11qrBCOlFMRYoU+1ceeAKbBwjDE9PwheW0gl2xcHwa4b4KxThcSaBQGb6y1flazCWeTR0KnN+7gbYRh+jIFEd3znMG5HtPodch2sMfDOwVmOel21bI5SdhIkxJE8egwJXS6KLBCKVBc3WRDls9/6+reQc8YX/sd/4Vo1qTcGbp89nR4oaGMSsWaDlkTENpvHmkX0uTo/TtNReTMUqElNvGZIpIcw6Pmq2FssOBzuMI473L1/h5s3bsip9uGE7c0WrnMqLGasQc1EaUGvbWhOFyiasE1GzGWWttz2ery64zIwJyRyhNTLrfPIjNZ13UaDBykDSkZZQIhI3++USCpZsyz+AJpOPf7itlbhdBhjVG5c0QjIn67/Fr7+XMoKYnlvGkKqlU2YIf9u8GSXsOlXAYwcH7XocsBULMDcOOF2tFwDXRdyLQW0wlV6DL6R8nYOJGcO/lsRA+MywkUXC6zVbhmLJtDnAIvWWodsaikHICK58kW8R5gXDSKlDGJZS6V+XrXPkEQR/HNjjJpmzvOJrSAy+m6sFABOhlDMyvKeAgSRYqAbRw7mrhEorHpCl6WVdg7Q39auOtm3SvN3uSQ422nCu2q7/RLjlQ481gECcBl8UHRbRbmEbOpTj5RJVMyylDnAgUrOKhhDPwOWmczKRPBKNCmk/ng+nMl5lGuWMvGSytJG7K5uV22SABp3QPr8eT4RzM4PDmXYCVnZ6I7bRQOGYcNEy0B1Ymep1dOc9YH0vsd2e00y55CJ3itPROybjw97dGNLQMvo+g6uo+DIO4cNIyYSTAi3I+UMbz08LzpCLO2dQ7IGp3nRIEXgVOssiqFoWxYrIeeGjpxfRbLYeYebN25w8/xNPOyfYRiIALvbPYKB4TZbIvD2/YAQDNVP+fypdBWw3z/FwpLEKQWcz3v0/cjBWxVMizE1mgmVGW6tUxJu5IAgpcBeLAdcP7nRYG3YEJ+lBSlWGRw/wIqqNEPQj3aRKqU6Gr8er/BoMsuWW2RW3A4pOUQliPpuaLJiQt6cdapuKQ6ihGxQZ5xkp1J/r9+/GHSo5oZ+7zTAoO4Ry8Bf0Z+1kYq0ohZFGEjxuB+6WkIJ1UtExjIH7U6hDhfDztJrVVTv3ZrsaVqeB1RVmT5HlKCrR5doEpWcEZYI0wQfelyAnqPrXuIK7OkzjKlBkByTJBQcD8B1Hj4XpFT9t7p+UM0pkpmnrbfrBiqN8NpCgl0Npywn3N9/iMe3n1bBLoMqdEbHXQM0+V4CHvqBoBUOpay5Yu3fCXq+LgUXiM7QKtDLCSlxMmYcHLdqf40gHm2v9MuCj+p7kZrNIsaArqvQkmSdOTs05GxYjryl/plZgCalBJcJGZgOZ5zuTyr9TQgGBRhQmI0mctf1vFAMTCCMzc2Vh4qIWKLXIWRDWYgoWMnMcXDofI9+GFFKQVgiYAHRKxnHHcZxC985lJmOfZ6PMMOOgw4Sy0qO1ABTiMid0+ykGzp0nNGclgXeOfTOqXBYTEn5HjEl9PzagoJUyKm29x5TqKqem6sNwhIQlwjr+HotEVKbHbbDqn4rbadvfPptpBxxOu1JnZa1Oq6vnyCw740xBiGQPbiUnQQB2W5u4NJzANCAxBqnJRyBWMkUq/pVgM8np0LcjkBCbSLdPs8nHB9OhCg1C50IEeni7iwSS0QDZBhnUGvytIJaWOMUjpcyIS0Ea/2A1+PVHkLolvlRCjQJimGh0gqMdr3QZutV6yEwD0zKKJdGXW3QIVm1dqw0m5b+11aBO/reNJn1i9wQ+a/wPEopmkSIbg0MteNLECDKziWX2k7uXOWWtOWeUvWViNTJJR3blEKwDuj56Gr2zoFSycQhKcagHwyCIXkE+fvSIC++o2c+p0Zl1VYOiwRSkqBZawA+37hkDUCMMUjBMpJK61ANAC26ju6r8PJinLEssyY9MkfkPI6ne+y2jy4UmPmYjAVYHZuvAIlUYtbX0DqS6ntC3vrlpNI2qNG9CRLUWgBrQr90/n3c8coHHsBl8PES1IPd+WgzZ8Jeisg5ImUPGKsqcCvMkeuYheuVAG+GWchhFtNxwvHhqA6ux7vDKoMxxqDvBa6nLgkUUrETHseyTMRgbnQoBNonn5FE4jUpkm+HIQjfWY9+GFlQ6MxEHwfvB4zjDrvdDfpNj27oEe+kV3/QMkeKAZ6DoevHV+jHQf0MfOfgPCEbEotRoEH1Umcb2XkpqQh8aCwHJ6Ru6p2rcKC3sNHSA95RJhJ8gDEkSdyPPbUkc2kmzAHzacbNGzeYT29BfAbEwnuzuYZzngSVWGRNWpPFVTOnCTBGrcKNMewIWeuwAJi7Ia25BdYu9DelqHQ5eEF3lsioYSFfm/P+BN+/TR4tOasZ3ksXefmZzlsxq8qa1UjWIYgH8Lqd9tUdBi8QChmZoO9ZZMo7YD6RBYIx7N1UIWyZF2LeJaXcFjUTbgdlp655//Xc0zKgqBO/xB12PUcvA5VmXjuDbuzg7+nz3rn/sDGCqwrH1hjV91jmBW9wm7lzDoY/t+uaLcmufVzoc6kiSbF6DZqEIwOQpwslT1HJtRJEibR5zoTQ5JSRBK0pTKBtSxB5TQYXhEY+k15D/l26B2XqfBQEPKfK34kxIqaEr+N7thl3rF7rYGA5uRH0NbLKMgWb5+mAzeZa9yCVRkfh+dTI7XPgqvOCf+eawEPW5JQjbPG45Hm062LOCWASMwUbVaiTbhXN56+JUsvLxyXZlA1yOBiQLgEJRpxLaDXsAegDJ6NCf/y9pZYp5yzm88xtoiT5ez5M2qqKQj3ZUnYBoJtfShEmZxWIss5h25HXyrLM3H5FUbIgJxKxSjeH9OenFLSlzjNTfhg26PsNuqHXjRAAtlc7PNo+xvl8VPhss9lhvNpQW6tIG/MQEmnMGd5atrxvhMZ4wVJYlBGRnBIsk1DbIZAoLQ5yPWlhEV4EQP8WnxMAcJ3DozdvYK3B3d0HmKYTgIzzec+iO7Wuqh42OUNE4doSl+PssDVAAqD3KTRZhQQpCtu6+shYaxFTwOmwxzJd872gRWfYDpj5+Inl74Al0gLvLFKoZDhZFGGko+rF8strjserPKp+h9xHkTSXISVD8ZsyxmC7va6ZJ69jlI2TBpDjzcW22aYEFmYdqFZEoZLH7QWSQQlWiyLUjewSzq8BTH3t8eoKs+/wt/8//+//ZVfuq3lMzmO+eRMb7xmxddyl4mFY5gCoKqfOWsS4YLO5grVFy8BiJ2FgkUtEBiG2ElhkVUUuMGzBAZxXSc3Lkhu592RQl1Vgsh05U1u3lAVhvsYCj5ehHTJyzshWulziimAjC0Gbma5GGwFadowUqd1CgjcpJqSQ8OHvf0ClnLAomqAbdEfwfggsMOY6HKY7Di4sSjEs1NKh7wFx3RWlUoo4HUnoSvsdn4co2DnncHX9GMZYXF09xu52xwuDQPzA9eMrXG2vcTjcU+stoOZ3KSQKUKQ8YOxKDMwz38NZC28tUiHVUoDAIYBQEc1EuIUwxKjOkqIaKK6T82lGthaucxoIdL1HSiLkljXrAsiAare7xbJMzInpuCziIUZv3vdaWwWAcXOF6XxQFKrrB2y211p2azOaXBLCMrP6YMDpRNepttRmhbdTSuh8T9LzDN3mlCnocpXYezlPZRMoS5NJNgqm2nap8/R10PEqj5f5r0gXmjy3XdfjeLxjIrlVC3uBsyngZTVOI3o5VrtdAKwCmYIMgxqQyPpGGXmprq65ymFLyccAq6yf3vuiBIO6xwhf5P72Dfzff+f/ic1+r2RLeV2LEFjH61EuinQ477VEIX9E3TZiENdk9M3zukIeLlHvwh5SsQqzxRBZiynDdV6P0xrDwR2h28u06HlXrkhFeYlLsn645WP1frP0PCAE1MQlHVoHH/oeT4cdHK9BBgZLYBXaNLIX2awS7P0wEirCZXcALMHASrTOITOyVnJWZEzmkHj8tJxGuZbt/Lxcb0T4sjR7ZT3noojcSjr9DxmvdODxsgtAF2+NeshFrTchamcLuIbatj+1GTxMrWFKuSUl2qA1Cy1ESDqdHrAsLMjVD7oZirrmNFEZJueE/fnZCh6jDTAhMB9CWM7ER6hMYjF2ipE2WNGfKDnh9vHbAIDbJ2+oGJgxBnFaVKzn7oN7nJ6MbCB3xmZzBdd5KsmM5CqpPi2lKGLhuGtFRi4FzlgllQoUnDLDxMZUiFUgXN5o4xK0HtyNHSECrhpDba63WgNe5oAh9pjPM/rNgJQy4hKw3T5SIZ5SirrWet9hWc6cGdwAAPE4WK8EIOhwWSb4Br0gfsgMZ7324cewaMCWUsR2e92UTyysJf5H141IofJ1SlmjFJcwtfxe5qZwSvRY0My9j1gMXo9XbJR1y2LHc5E4XyPm+YR5PsH5DuO4wzBsEeOivI62nGyMWW8e/H6u0VKgjUzWDLta/wDAFouSmVhaipYDAGiJBqgKuxJwCLGSyqZrS/QYI57fPMaz3SOIt5O0xrddKWIC16KKxpDwokqU8+f5ztVumXZzTFkRnMuEsy15pJjVLRrGsJP0WuQqc2nEdyT1HpeomkyUaFAZzPnKf8spqVO1MUb9rDSB4fKNBDIxRu2oKUXKF5Gk55sOlJ6TDyGDOucRWNE0MIcjLwlDv0EuSdcPlEbWvNE6qe35gdq3fYeOTTJFSVXQ+YqArK8lGZrmWppGq6uSmhL0xy8Hv9KBRzvaxf1F5KMS9WJYUIYtlVy4pt7W2QWSuiTZiKCWfE920BaFH7D5RBufbIR9v4G1lLUvy0SZDNtjhzCpABZAN6/vB0Y86Ihl09tur5Xx7H2n8rWicCoPre9HeO/h/UDy3fNCVuwh4nw+4sn+GQDgeNjjDlbNpGRhunlyjc3VBpYdal3nqRPFUJuZMXVDNAbaWisE01QKvCFTOIACE1MK5lgfcsu6J3JtZVEqzqGztbe/Gzsc747IOaM3BvNpxrAZcN6f4XvPBNRrLMsZz5+/p8hPTmlVppDgDOC6OgcRpIliiS9jHUmvs2z9stB9nOczdQsZg3k+YRx2mKYTdrtHK/KXAfkBxZDw8PQBV4+vNDPw3AnVLt462JNG3kszzDZI0WD64zwBr8dX6mhhb/4BIxWWS6SWOx6slkhFvbbvPScr1UjQc2BsHD2RjjwfNKttOUSr5CyRR4qgdVWafN32XQpUAEzFBA2Lgsn7NEOMJE0blPBcd0NHOjb87Fk0ra+NDYNcF/kc3TxTAZA0+JBh/TpwaddCDbKE4M3nB4C4ZSCtJYFpTQKyKYyykpLy9nqDsERFYVciaDxkP5BgAlhzAOnYoB2AxQJI7d7i9BoDIjrGW3KSNn/6jBgDXHFcms/YH55ju73W85f7QERWNpNjZWtJVsVTxXK5pZRqWrqan82g88va1i96SZJ86f1ogqePM175wONLlVjaIdFcLpm7WtqOgeqLIa81NGOQuTwgMuklEURHpQHaKFzncfjiU3WgFClybdUUB0mUKuQix5MSYgooOWMYNlWDw3l0vkdYZjaJqwuKYyVWgmo7Pe6FvUj2+wOkzns67zEMG20lDWHCMlN2tNnssLu9wqNP3aIfe/RjD+eps6Rjk7hcigYTpZAKqZBHRaMjlwLfcnItKZrGnKkTxjt0ziNFkdelCRtigMl10fB945fC1345Lzh3Hl3foewyuqEjHgr7PAzDFvf3H0C4LrX91SPGGSFMhEiktXS0ZordoH4J83yi694RAVcQBwOLmCIKCs5ni83mGpUYSMGr8w77Z3t4bi1s9Qou4W46QKMbCZA04BCymAQh7Zx8PV7N0d47kT4X1IISE/INclbcloNm7G1m2ZZLJOgVUh9ASZN5Yb7JPOUplgvgpIzBdX+0fKN63NJxQu9VA452w1WlUVdRDNO9SKamkolcg0IkTVtt5y0H6IJgCPJMaGjtJJESBpogvuU/qVFjc80VwW1KH9KdQt9YWC2NFJSmlb+zXj+rJEIwACgSKhe3RRk0AOLf6TOfuZRzETDpcXL3CwU7jtcH6ljqOqfdSfNMGh8PD09xff2EDqFB+L3rWO3aIedaMjI8v+ppC7ejjrYxoh2tAJnMv7W+h1Wjv48zXvnA46PHR5VbKs9DvtpBWYNI8Bm1WQagOh4AXfy4UMDgPTsEssgMkT4zBwfsuug6Fa0S99kUqORjjEEoRT/LGgc4aL1OFgVpDZWhWYS1sMYil4T9wzPMy6Q6HzmLkueHAIBpOmD2PTbOk5ropsewIWEvaymIIg6KQ+ccKZZyAKKLYPOwpEyS6ZdsZnlNZy2Cpfea5Lg5c7KRWpIFNgVfA+ss+k1PMuSpYHM1whgimJacMe5G+J7EiTZXG3jX4fnde8S1CDNJSDuHUqh8Mk1HdL6v+ilMMJYOonHcKfm0LtxC7IpUV+WgZVlmGBhVj22dPmOICEwgza2o0EUtWDYAhWWZNFgFxEojKMQL9uvA49UdhbaFlqDsnFc9BxL6TJiXCeO4I0lseRas1XmrgQdEb6ODKpW2nS0axAp0XjdzvDAX206IBp0z1UxN0QQJpjMTFptShyB61hgijrNlvUzbFeJn5fO4rFKqkZt1hgiuruqQiES5ELOzzav3bBGPFq3OWtooq89vTeLa9V87WhphsVIAk6HtuIgJJHTMa2Gqa/QKKbcGJZXV+RdrgIR1kovcrDm42NCtfg+AS/O17E4dkWcMw7bpemLhtCYAID8uT6h7837tnHk52lGDkHodWSum6b6TYb+WEA/gxcjxo1AQWdCpplUJpmt+yEVmqpM4c283kYxIRIwi37CQDDllLusoMsaAvhtwOt2z9Lf033tU5UzHcBqhGF03qs+I9wObBWUYWDhpr2vgta7rAWNwPh+0LkyfvWAYtiAZ3gMAMCpDpMgwL1RWYUTDWAPvHbwnlMK3ZDVGOC4jWkEopCwj5RJrDD2ofD09BxTiTguIVHHSxUMg0VKI9ESOkA7DZsB8muG8QwyFFVAjSsrohw45JixBuokSjvMJ3nXo+gGeyZ/TfNSyRuQyV4uOjONO4WxrnQaHAJCYqFpYLGhewJ1DW2o99gNSzEiBdF2evPMG7j+4h+9cFRNrFsWchMSWdRGS/4k3AgCt4QLrPq3X49UbrRkgkfB8I3C3YJpOhHRaesZTDGwSV9vCZZgLXxbZdBRhkAb4st54AQC5wPVVHVQM3xxrzLTroJRhYbmknF9stRRUQt/fGDhT/16Eu0wTQBjbBkJgr5kGIXQV+ZDRioq9LKtW7ZBMr8kAcbBKlRuX9xEkqTQ2GYJUW2uRQY7lkhyQjgj9zvdiPZGZK4jjqgABAABJREFUiyIlpMytt0LarRogSa5bc/0oGK2IgaAIpRhYmxRJsqz5EcKCxMfddQNKyTifD1iWCTHOq8BnpU7L9zOwG7c3wumJ6lPVDgp0W2KwKElHXZdbJIuuRaxt31+riMdHl16YHc519Zgi+pJZzyO98DftwyqZhzEsMiPuirmg6zsql8SgtVcZne8BB8zcgTHPZ4ZMKyTqfY9h2GKeTwCgZRoAGIcdtf0CEAfbkT1ejsd7zpioXjed9+pAaK3Fskyg9qyI83mvC5expOrXD6MSqUTGez4vGK82K2l0GUIi9YyGCArinYNrJpwgIABqGYazl5bAVlJmCWW3WuhKqlBmCiSxfPPmDVLKON4fuWe+wrs5Jmwf7XAb3uQMwePh/gPMy5mPfEY/jIgxIifyahGpaWpD3jBK4jFsqDvoeLyn9wehSNIlIwt6zhHH4x21O4LIwjFSd9N0mkh5NSX4vsOw6XHeuxfmV0qRjZ7EVbgSoOv8e7Fm/nq8ekPQDgk+xB9pu71ZyfeL6Zuga1034nB4xiaPdRNoy5VFRC0u1y9kXgu468yaSoTMmfQcDJO6fZ1nkkhI+71hHpuiJbmSSgFoyUSGoBhawnG0kUtQIGiDKIYaQ2TNVNjosnSsASKiZHY1/2kdqUENUJFoaw2iICOwKI6PoQkGSikwbEQpqAwAxEBldOOdyrbLWlORyVpq6juvMgqCTsEUmEa/o+QXSxZ0nI6DCJF0r6qgKUERL+J8JhaS67Rk712H0hXWploQY8QwrAONy/JbThHTdMRuV9GQkqXbJ6/2Lfk7nV8AEhPgjbWwpTqtA/XvxB7k44yvusDj44xqHtc6Br7I6JXRwnQpJvRjj2US/Q0qTwhsvyxnvQG5kPHbzB0kBjIpwERRaGAgoj+0MI3aShcDbZze90iRpL4j+6zQgkRIiahd9n0P7zoseYZYyZPmB91qMqYixvT2eothM9ADXAqmwxlXt1fIfUHKBZ0jzQ5CMuhaWAnsGOEAgFQKbDPhnG6SFO1bQwqmNbK3SIC2zUqw0V5vWXBKKZhPM5VWejKQM9lgc7Vh3RQKMK4eXyGlhGk6UldLCli4ddlGak32rBbYdb0acdE16YGScTo9YBx3TDIlIlcOAUDQ+msMC7sKWzx9+kW89dbXI+cIZCoN7Z/tsX+250Ukqcwzab+sg4pV7V/g7iYbbH04Xo9Xd7QQPACM4xVubt7AspyrTQJ3JUjZz/uBUE9UN23yb1l3s4gmzQoFLUl1PKgMw4J4XD4xpvI3rDWqqWO9+LnUOdiSRo0xsF1jKCfPM5NEjaXXy8/l78RxuhRSNKY2cQAh6mvbFYDQAtGNeFGttNUhgTH6flRmWJecaunDAqgEc2rnbZxwDWnt1PINiBRbarCm9zJlxMgS78YxGk6Bi7UGRRxvpYJainYVyj0RVKs9Lz1mlHrOHDTQeXvYFJEBeO8xDBvyjklRmw4ItanleXpP8omJccH5fOA5wn5Rtvr7SFmu/hv69ylFRYosB7TCO6qVAvux16qvmsDj5eUW4JLnIRdcNRIaTwyZvUUfjhaqpPcIc1h9DkDByDjsMOHIbZ1FA5vD/jnm5QxzkZWEsAClsPhKRUrabhPp0TYwytdovRpCWNDaItPfbzgDX/Q9d7sbpNMDAMqiNpsb9H2vrawotU9+/+yBuB7WIkrQYY1yOGRjFA5H32rMQwTELh4mUJstqSIywzwJScnCe4dlDtpbT59j4DvPyAhpZ/QbEkOLS0AMCb4jCfYUIlwX9f2oS+WA07JX4qhzHkvD8QAo4CgsJif3Y57P6PuRyl3zpOcRApFzM/iB7Ho4Y/H8+bu4vf00ci4I84L5NOO0P2F7vcXDU7rmklG2i2KrwyLzpS31lbxeqATCfT1evaGLeCGFyTfe+AxCmHE67Zv7n5VcamDhfY9p2jOiVhUspY4uZRYAK12fS7i7up9W8qiQNYXEKKiFJAJK9rx47qvpIW344tFCx8DH0pA2pdwgSREAZYLps1C4JRWsLyJJXruet9B+i34IglMKoOs4eanE3CAVKa+eJzq2rK8HigZPzvOGbQxMKZCN2BSjHSvSNkv5F7UYGwmAci3bGybZt5wb0WyS5M0UiypymPj9OiptGAmaHJDoXpGDOXE2+o42+hQDckpaYpGhDrj8v5SjrmOrMtYFP6WdOzJ/UwqI0qrLQbA1FtlUIo8kzx9nfNUEHu346HJLw/MotaOlMOcDqOzgVqVNLJ1LoTasMFeSp7EW85FKKcsykVkOi38dDs8R4lI3LWEGe+Z+sNooCrXXbTZXMIZYy+KzIEZBKUUlqgICfUU455AylXqGYcvReYXvu67HPJ/1egz9SHLqt1fUuy41y5CQfNULiDlhjlWl1FnAszPhqoRysTBVZ22KsgnxYFKXsYDL+sAa72B4cfAMURpD/fzUbspseW8RQ8KwoZq38xY4zQilwNoCdF4Z8QDwdfFP4/cKdwuVzGZ9GZG5GjHMOB4f9Jgd15jlQRPYe7u7QQgzzucDscQtuw0jI4ZFe/Hn+QRrLU57MgtczguuHxP5dHM1YjpOOi9JormibZfiUrIJSWdLW7d9PV7dQfO2Yz6Dx+m0ByBkQkJgr64eM8/DE8TO7ZYtuRBou0WEkyFzaO3FURHGms1Le6phQnorESDE6LaGf7mRtEhHGyi3mjW0pq4TOi2plurpoj4pmTZ+Qlyoi6U9Bnldc2JkGSEttp7XdSbISxlGSrLtZ8nxWe+Ql6ilEuedttqqsJgxsKBATM5RkZGUERXFkM90ygcDapkJiVGjlAFUwilAJTG5TnQfecNvrrFs8sWUFbIOQzYQC4AlTOiHcYVEyLqW5JoZ6USqSKoolr4MqWhRDzFapTnAAY+sWWg6Wz7mOvU1tZrJgyLdLIpMlMSaHi9j9hpu7VyXZXQTCQSnG2tVZ0OgU2mNUyIpqxSq7gQHCF0/KHdDCKii1UE31CuqQS25SclnxpAtvRtIh4JKDUQ4AoCUHKyNKtVOQlosVrPpqdTinXaaZPUdqFodnttmvaPapLTSkj9ShXGtAetacB03Z8BmJA5eRGpeJmrLo7HWwHRO68cJXNvsPIJ3yHOA7zzG7Yg8ijaHIFeGzacyhu2A8WqDm5s3cTw+wBiDaTrCGIvM0KYa8CXKAoZhy63PaMhmCaVQ8LfZXGGeTxwAEBkwxUkzsf3+GTwLlJ0PE86HM5FhNWC9UIrERefBBc+jbiQVFXldbnm1h5DvnO+otGqsdqUkVq4k80hSMo4xrBDSVo5anhvZOBStlUDDkOiW9542POY2pCT2EDVLRyna9ikBQcsH0Y2azc8UfbAX/5UyD5dc5HcGZrV2qkO1kEdtg4zkDJsNjK8JH4whYqtk1k1GXxGEpgSzQqmNPnukcCqCW1lLn5WECf2M1JRF6JoWKrugcmyKMfDWIIU1P9B1HoUFylbBEqDBB33Mi80QxlhCOiBiXbXslXOCUYTFMZ+Q9YJchwha1zrfY+ZEi+ZCVVuVLhW5BisdDlNLSu26vBpFyKXr4LSeh8WlWeFHjY+HizTjV3/1V/H93//9eOedd2CMwc///M+vfv+3/tbfam4mfX32s59dvebZs2f4gR/4Adzc3OD29hY/+IM/iMPh8EkP5YXxcRi1IkEtrrWt2Iv8vv67spblvbuBNj3Jzk/7E6wTq2My0Ukp4uHhQyzLGbUf26LdbEnEymEzXmG7ueYsRxYHIox6FrAS+e95pppwjDMpoxqCYQc2hJOgJkXyeOn7DXbbG1xfPUbXmM8JN4QWQjou31WYLkVS5ZNgQ/Q6CPmwq+6WnDMSf7VBh3BBIi86g288TvSzXbMAGW3PkwWy6zvmdnj0Q8dkVFIz7McB425AP/as7eHQDfTvYTvg8Rufwu3tp9D3G2y3N3zPK+IR2AE0hkVbbsUJOGeWG25614dhS46PbFAX4oJlmchfYznjdNoT6fTugPk8Y+FOlrCwbDFnTe3msepo0e/zavGs7WyvlUs/yfhKWqfEMlxQTkpCaitqLhl9N0DsxytHLDXE9rVgk24irDopQQfpc7BFeYFqUwC0YXZDpwTQS5EtMYprXy/Pm3TA0Gc3ZRHNytdQvdXyAwctttrdi/GboqSuJiZiS6E8i7JGOuhY69/K+7UlmpXGBip6bZnTIhus84Sm+t5ribeVT5CNdv1e9TwAKuvYJtDKKbEdBIsHlqJdP9ZabWe2nKjahqMj51jRThGNa35XhADsVRyRBMHIads6T4l0ps7FVjOGTqnoe7bIOJ3LxbFcjFyySjzI61rBTWusHtMfNj4x4nE8HvEX/+JfxN/5O38Hf/2v//WXvuazn/0s/vW//tf6/TAMq9//wA/8AL74xS/iF3/xFxFCwN/+238bP/RDP4Sf+7mf+6SH8yXHizyPNaS94ne85L+mmejyILiubWszmI4TIR7cEtupLHdUvodMulKKtrt6TwiF+KWkFLAsZ26xo1LNdD6w/XVFZwCwSdyAYsiWPaWIvt/geLwj3xZeeG5u3sBmvMZ52sNYIZcOcB2JXd28cUMbpKU212E7wBjoAiCReeLgzKPCtzkTe7wVEkulwBXif0grrbWWa6U1+MjM5Ug5A85ooCGfq/eh2ayH7QDXeSznhWDWzqErFJjFIOWvBc73SNdbLBOZKR2P9/S+MDDcOQRj2LPAakuZuAQPwwbGODKGQ0FmxT7vewyjRz4nIgSy8u359KCdSoIkzccJcYkYNgOm04TN1Qan+xOUO5QaB1rhdjSt3eJaLAvfR6kKvh4fPb6S1inPBnBA1X0AaomilIzN9kbXiks0kLqqMgwSrG/IgBdiUN573cjqnHQwzsLzxireLC+UVNrvWQzMCPHUcolF5qBs8s2of7sORto22PacUiIL+rYFVYaUamxfN0JBUkhjoyY9zlvWy2gQBEuIjsiWl2Y9onvA3UWcRLZlFFp/1scjZaJiZMOu59EGaVJukXP33iGCyvP6e2sBD0VKyD8lo6DKDOhxNvwQ+iwRFJPAMiNnixipLFfKumHCM4lejq893sv3JEKrHHtF1dr/Vl+r9XFpSe+CY/KlxicOPD73uc/hc5/73Jd8zTAMePvtt1/6u//8n/8zfuEXfgG/8Ru/gW/7tm8DAPzUT/0Uvu/7vg///J//c7zzzjuf9JA+8aioB2XBou3RBhyllJU0sPgH9AMZm3XsgzKfZ9ZrGEFeKwuOxzvkFAl5aFwkYxITuFElz2NclFTGB4cQJrrJOSOwtkcrlT6OO8SwqLeDaPSnFBHDgmHcYbu9Jq+SQvLtA0uXl5K1FmqYwOm8Qz906HqPYTPQz63F4Dv1Z8kcgIhbrTFrBVOC9eo1vpyY0oKrQQqrmsaVdLPRwEfsuaWMkkKkhap0ulBSTdHCuqiCYsu0YNwVjKcRu90tPvjgf2KajrDWYRi2fDzEP9nvn6HrBlKAZP2V4/Ee2+2Ntkd737PqKTvNWlI2nRKV1DISMB31YRyGLR6e7XHz5hGbKypvdb3X87GONgIEvLB4oSmzAFiV/l4HHp9sfCWtU4XVkr3v9J7KIg8QqXAY1uZf0M2rKhOj2QjktbIJedfVjDhnzoIrh2Olpou6WbxU3A686RUJSOov5NnLiUrTa9M4s3rvSySkXROckxJATfasrSqlLToi7wdAqN11E8e6EyxzcJBYeVTOBSBn7DYY0jbiXBi5sJpQFValzilpwFXPr/JfMsD6HAWAUeEwQAIg13T8VPO4en2kjCQaGvX+SElEApScqBmhoufNNeXzJ5TdAwjKW2uvn5blmutYE27uwpQE7eKeyV4p7t9tUCL34dKN/KPGJy61fJzxK7/yK/jUpz6FP/fn/hz+3t/7e3j69Kn+7td+7ddwe3urDzMAfM/3fA+stfj1X//1l77fPM94eHhYfX25o/I8kgYcdPHyR9+c1s2x1NaoUsqqxjcMgl6w/bp4gmQiOopmh7QdCfwVU2QPlwW5CNxfW71E6Eom+zyfKCBxXrMh4YX4rsejR2+qNsg8n/T8ACIlpRTRjT3CEmCtQTd06Ebiexj2aqmLB22AUh6RhcBZo2UYnYTSvcLfO2vh9N8Mj/L3Hf9t7z36ztODbww659GxeJkzBMP63ut9kCDFdxRoDLsR3Ugy6sOWSi/W0znsHu1wc/Mml1OWFQGu6wZdwCMHbfKAi9iOtVXuPnHLGpH/2PuAA8Z5PuFwuMN+/wxhmbVObJ2DsRbL3Ny/xgyv5KxdVgJjrkowDdpx2Wf/evzRx5/UOjVNJ00ejLp42tXm09bWxZBL/DUug3gN/F2nnQw0dyhr9qyIWpgMn+Oah6BS6QZV2+LiM4CKPBThUuWKIIiKaPs36+y8kT1vyiLyOz0W77QUIWusBDvWWjaJM1oWcer6LKjPi+8p76WHIxujryUe37laOmLZ9tUxO/lyq3Mj8TM+dkFpL9AjQWkJsaW1Sko8FdVaN0Gs/g2zChhKbveDteaKIO3yHssykaBkvdhoS3SXg8r7Uf8NYP33+rrMa6hI96/bumVtbY0Kv9T4Xx54fPazn8XP/MzP4Jd+6ZfwT//pP8W///f/Hp/73OeUYfzuu+/iU5/61OpvvPd48uQJ3n333Ze+50/8xE/g0aNH+vX1X//1H/n5l9H35ViVWiTD5IsmgUjOSdX1SmmJgUS8lJazFKJOKFG1m6YjP5ie+R5J0QprCcLv+3EdxauMe2Ln1DNCWDBzkCCZsJhFiTX7ZZ3T+x7juMN2e1OhNRRVNF2dI0fdvu8w7kbiWzRuk4JQCME0l9IEFIR2GGMwMDfEu/p3EvXm5qFyhgKLlDNiSggpIaakKIp8XkgRqRBnZHVufbcq/wCEJAha41h/gBYVcvQcNj1ubz+NR7ef4oCr9s173xPxjVuPScp+5gWdWtTE36aWlyqru+t6dFyXn5cJ03TE+bzHs+fvIqeiXI+Ou4aGzbA6dlmc5P7LXJMAqF1ILwPh1+OPPv4k1ynNDHNq+BeSzWYtrQqipqTzl2wAAD9Pdt1Ca43TzeASwZW/4X/oz0rBBWKB1Saqa0huOjEYPVHhrIuAox00nxldNfU5UrdXWcOcoxK2WZd8iK/WdFakNWn0Zed3GQD4zsF5r+dCHA169qjUSuiGrOPtl6z9+lntdbIXiE6DHFUl5hrQWO6acU6MMi/uSzNP2u/1mnPbvzYZNImytU6l18WklOZB9QX6kqMIb0Q8cWxTdmkT8Iq+0H2s+jL1Pvxvaqf9/Oc/r//+83/+z+Mv/IW/gD/1p/4UfuVXfgXf/d3f/WW954/92I/hR37kR/T7h4eHLxl8fNwhZK5ywf2ovyM74szyuKUQ8VIY0af9CblhLp8OR6AULX0AtHgYVFGYcXOlmvkAlMchLXWkOEqZtqjFCdlUJlDnezKUm0kfJEbiknQdlReGzYDT6YHLNgtBZCoPTg/7sB3w6M1H6MceAs/GJbL5HXNKSm2FleGaByzljM51AHJ1PmxQkSTlI+5P926d9cSc4KVFuBSESAqg8uDHmNTS2jmLwm67QqIlXp04WjpSYfUUgAzbAfN5xma3xW73CPd37yOrmimfi+9gOIiTbiTnvF5XCTbGcaeiYyEsqpEiKI8EJNN0xOl4j/PhjEdv3SDMAd47knbfDCilLuaXmUs7ahac6r8/3pR+PT7m+JNcpxwHG7TZ1QxVnjvvhPhdN10l6ZlKvBSkhF+szzJAsv6Erhbleajara0bpux47WbUIhfIBcW0qs3r8sIKFWa9qarqXLSEK3uRbmYS4BRq4X+h46NZN+SzZFRx1qKBFmn3eP2ZoDOt8KC8r3TXtOULY8hry+jxvng8YnrXtgbX962vq6UGgyyS7dyJIwgWXQML5/k9mOfBb9y8r+VOn5cjnMY6WJSVrDldN7dKLiVw6HzP5m0NSoQXUS4htos8gpiSSiJEUyPpPnUZzEjp6+PqePyxlFra8U3f9E1488038Tu/8zsAgLfffhvvv//+6jUxRjx79uwj663DMODm5mb19UcZbaRaJ+3L5dPXECXV6XJK6DekXjqfqIOh6z1Op3ssYWbBqrqYBI5CxTckRNq8VCadJ4q8XoIOIYg516HviPjmnEPXD0gsd3s+7xHCgnHc4dGjN7HZXKmULmmITBiH3apGS2IzljxELiBAlEJ8j4aTId0q1lqkTNochtGQ3ExWCToUCubSiiAaUopJJSOkVL9nFEQmr0zqlBJSyljmQJ0i50WznsyS6zKcd+iGTqPybugwbAbsbum6tBBgSgEhzBiGrWqpEAplcT4fWDU2c1AXcD4ftJwlDzeAhuzb8X1MeNg/w9MPvghjmHjMC5DjzoB2Tl1mV1XTY+2c/Hr88Y8/znXKGLIwaAOHxGtNvDB+XNfcuQOOO9xKKYjxovNlJQ2QV3PKuHUZoM2ydYPnjP/yGABBBxqPFCGdW8P+Lq460lrukGuCGMvEVsN8DmstnPerThd5L+lMo/Pnv2fOBQDWH6mBu+/X3iDGGPRj15QxZX2vRPX1uVOywlEO65zoty9cB/lb+S+pvTbrZtMSfLlntJuxMdV8TwNDRaxefO3lWiEJ7SWyUNuyyZzUOzIqdcwrkjX6xTlWNYNSEqQ/63teIjBtSbpySKwGI859vK6WP/bA4wtf+AKePn2Kz3zmMwCA7/iO78Dd3R1+67d+S1/zy7/8y8g549u//dv/uA8HwLouVUpS3wwl811AeCWT6JPzZMUukWxp4MbDPVnRB5bpNsao2qD3Ha6uHutnagsSk0djCjid7hEDERhzyeqUKmWZqnBKBMj7+w8U7nr06C28+ebXsQttxOHhnj4rRSWdyTmdGWE53B8xn2akEJsFC+jHHt5S0CH6HfrF593LYmMMqZQyB6R9jTNG0RHhgfTeo/cent1qpZTTLrTCn+m4hNMuijlnxBAVBREXWGmTs85i2AzoBup28b3HMPa4unmEm5s3MY5X9HeG1E3lGotybLuQtO2Kp9Mez5+/p4Fim530w0Z1QAoKluWM58/fw2l/RpiJQ9OPHISyGFq1Gm9Rj6wPvDzgr3kdf3Ljj3OdsgxHEzS9hrPJALJuAgDQdwO8J9+Wcdyh62u3jWai3O4tGSi9J9XeBVXRDbZFEuyLUv2lECdJLdubZ65klgaX0nNuuRuGLSPWGjPWuapgWsT7paNyLj8D1lYtkbZjRl4jZV/PCKy09QoSQSUUC2PBflVO7QnaAKFFLIS3UZ+/JvDP5LbbIjzyGvnbF4i4tqIiho9ZrqmcuwRAhU0hqQMS6DhwatVGV4EGTHMfRTa/BgItiqGcECtBwIXVPWrC86XLYoL6cieMcStBMFmXUIhzZhsvIADMe/tjKrUcDgfNCgDgd3/3d/Hbv/3bePLkCZ48eYJ//I//Mf7G3/gbePvtt/Hf/tt/w4/+6I/iT//pP43v/d7vBQB8y7d8Cz772c/i7/7dv4uf/umfRggBP/zDP4zPf/7zfyIdLYB0taxlqjVSLWXlCgqgidZbQlhBDAkxRCZ8ntn5lTIQIZNJ2yxAZRfhkOTEwmUNlIUmohUOAQDdILtuwDwdGValLg1pyS2lYLO5Yj0JPn4OXKbpgMPxTk9H3td5S2RMhmgB2hyHzjeLlUHnPTrLHSwXWbqzBt465FJguGxVEV4L70AMc2PQOQo4pAQjaIcsuC2MK/wQybikDVGuVZgDfO+Rc0E8L3CeBYGchesc9eZ7h5QyurHDkyefwXh4zuc/ouO+9873WOLEHjbiPEnKfiEEfVip3XliOfumtm49ug4sSJZQcsbDw1N88Hsf4K2vf0v1PGQBAm8AJAy0JjSXXLVGXlZ+eT0+/vhKWqdyEWi7RR+IJyHIpve0yBNBfICzDr7rNRMVTZmcaZNxjgOAUjcoyZolyJCh5QZb0QsAK3Si3YTb0syLmhhrPkh9/3UZtb6XfaFcA1O70mTdFaRC1k5jKKgppWj3iV7PTDUe60lzwzh6c1sqEgHP71WolbY1WaTH0ClyqvyNS4SDHzkVfVzJodN75ub3KURImUXOvRUH1ONP3A3kLAyrzaZSUQnDKqUQ5FhFJ+v5r8okXJYlx+2lzrGcAeuorN+gQ5e0Ar23MKw1Q0FNLom4RK7ulTHMyCWhcwNpljQkabpWf0wCYr/5m7+Jb/3Wb8W3fuu3AgB+5Ed+BN/6rd+Kf/SP/hGcc/iP//E/4q/+1b+KP/tn/yx+8Ad/EH/5L/9l/If/8B9WPfI/+7M/i2/+5m/Gd3/3d+P7vu/78J3f+Z34V//qX33SQ/lY46MjvLalNilkmVVxtFGTTPI6blVjjkdcAsIccDoctYMkxoVqbIYDg/FqlZXoezIZCMbopndpHCbfUylgo+Zn5LdyTZod1mnpQMhqEkkXNj47nw+Y53Nz3iQ/Pl5t4DkTEXKp9x6d8xi81wklz2zb3inutC2EJ3wQqafKv50lNGToOgydRydZW868KAMp0jXGZVbBi2ZOvDiVqg8Q5oAYoj6UikI13Sv9SA6+ZC1NZFHnPZdYrJ4TOYP26NmKXIjAojhJgUHC6fTASqiVgCdibf0wwrJp07Onf4CHDx+QY0bPSqvKgm/mpMGaKCfzEBIENzyP1+Pjj6+kdaqSlj2kbm6tY+8LEQz06lq72VzBOq8KxdLFlvK6tbOF4a21q80FaOruzigi2JJJ2/dadYHo+9fXAFiVXS7HJcJCa4plQqWt7/2SoAOoXRHrbp+yel9wMLLSxGjOZb120obtOq8ICkc+q9fIsZj1ya9eVzkatTSiH9uUcOj4X2xRXl1r/l1OtI84TvIEDdNz5bV1jV5ZXVvFab29XrS+sDR+EefZwvuLf2F/qYe2/lliqwmA1nwSsqREKWsZxut8a33I/MfsavnEiMd3fdd3fcns69/9u3/3h77HkydP/peLhX38cSEiVgSBiLgk9LX1Rolk5W/jErFM1KI5nQ9YljOm+UiKmLyoXG+f6I0vpWCZSWZb/BhSCjzJaDL23YDMG13bvrnZXGskS660I7bbGw44FvQMxUopQFwIaYKSr4hMpJzZ/bbz2FxtFH4U5dLO1zZXmfCebZyduXhA6WpqRtd2sUj7LQDElDB0Xn8/x1gXGmOQGuliWZByyitHR9eR0I71jsoroiVQCiJLFDvnGIWiv5O22mE7rMi5zpKz47LMjCSRVHFKAcOwoSBlmZFy7TARqfTIwYs1ljcHmjfOOqAbqWxTMh72z3B4vsebX/fmuu7tLjYIYwBRK0UtuWT++qjs5PX40uMraZ1KKcIzmiEt2DlTUEHaPBvsdrfwroOxDssyIXGLPQDuhvG6+QK08FdBKSIXAlBUpZSaCORU4HyTIHBXRckFxl1skrbyDEq+6NZogoD2/SVwEdmBtqwD8GYrZEvuBokhVpdaPibZjS5bb1vfLOMciqkiYsY0zralqF5ODI1iaxNcyDolqqKlQMXFiiHSqlHNnTWXQ94rp8xoxktsNNoyFX+OyUYRlcvSsZSaSlmvfy0CI+fJ/9DSSmIOoPw+pazWGPUYshKVPyoJl9dJEiYBoQYRheT8l4U8v1pZAv171ad57dWymjDtaGvqsrHUOms7MRI/QGYVndNmF6jVKxeEuOB0fFAztpwTum7QySjcjH6g45kmEncJgTpWQoqUWVsLW6oTrWjyA+RaSwqlo5LUlvkMYx26bqD3CWRGtt8/gzUWHbvc+q7XWpxzDuNuxLgbSL9DNTvovEKkNtdcCobGc6WwQI5eGw02AHn0pY1W+B7yGvm35YdG7o0z1bW2FMCUhryV8yogcd5BFMxzLmRa13vSUelY7I0dbMMckGMVJrPWYNxuMI47en9rtTyVUkLfDzgcniOyDDp1r8zUsVJqq3VKgYXgItJ5j+3mGr7rEcPCn0MtzZHJw8/fv8Nbdwd0A7Ustwv3aoHSB551PFJ6CcLxOvB4lYfhmjzASFw3KgIyjtfUTcVzry09hjBzPX9NpKxohfCERL0y6yZGP282xJjIAO0iSwfqZt+iCbKJS2Ch/27Il/IemZVIV4NLGK3XSkm1rEF/yxtWw7toyy0wVVdDuChYnX+zmXIw0J5722kh7y2JQFHCKm3kxHGpZnbCGWkJ8xJMlFhRkCLBCVZACV+XSvpdJ7z8leq9NsbAgEW4POtBZWrpydy1JN0sRdeltPr79jwpmYHOs0tC6iXnY8394fKNrR5BfTfWbr52LurldzCm2kx8qfHHTi79yhhfItLLWYl8KQWdEPp7nk0yeXMq6HqP6TgjzAtCIN2NeTnjdHrQGyYbUGIr4WUhn5XTac/WxjMHH7Nq3MvGJxuXOALGuHBnCy1W47jDssyIKa56/UNY8MEHv0cZVjeoL4T3vZJbN5srbK43GK826Dd948NQGeylFCwx1mAMAvvVB1gIp3qF5aHkay1CYjIil1W8c+h5kQkprco3ROCt7XCOjycufF84GJPuFQpILHKkzpfpNCHMAd3AXSaCqniHfuyVXCqZym53i1Lo3ojUfUpRu1gWlryPYroEcg6W0tn+8FzN/0TMjTaSHZxzuLt7H8cHkkrvN73Wql8mblRQOxMKyguB7uvxag/nHPqensnb20/BOodpOiJyKWX/8AxCdAcooFgWSiTAnQMt9A5OaEQm3UCy+kokbX1ajKH/E8M2ImaaVVBRCgmO1VJHPf7VxtaQP+XnouTcjpasWbhULeVq8DnQ54sKcQ2wnLeseWI56UjsIUUb6gpNQQ0ynF/7jZDvUkRKCWEJSCGqcqh8vpxre46tFw1QS0DOuZW/jTHrBHclp94EFXofGt0nMe8DRNysippJ2aQdlSfExORE+k8toRggWwy96WUt5PYCYi37XanlXHkNNV2suY5kTlfl3mneOT6mjx9OfI0EHi8OWeRbOF1+XhrSaQuNtRvvMs30oOaMZZkgrHWSPyZp7irkQ3XcGCNyiuxAO69a6urnC9nKk8mPtbyReVVCDdz9QvDXrCZn83SsHAE9x6QlGYACj2E7YNj0K/a6POSqImiAmLKiFM5abXkFoAJfEv1KK20qVUIdqB0trpnwqYUbEz30npnvl4udLJRhIoQphkhwKGdBaDKwFCLCxE6fAxHzHNuBS8YEEFwblhmn0z36btQHXDqIMpe5KOOc2JmWBXyaB6+Ugv3+uRLIjKnmf+Oww/F4h8PzA3LMCFPA5noLIbTRAmU1qNMsYtXdIv9+HXi8ysP7HtvNDR7dvIVx3CGECefTHilFLMuEh/sPUJBR9TfqBlxLBLXt8VLTo5SkgatoatAbtSJXldOg4yJrNQbVxKyRSl9l6BdZu3SplFJqIGHWZFPw98ZU8zj9jEYBVRLytqRUSkGQLjZLwUgLK2hrrqnJk3VO0Rp5P0Eq5HziEptOlpeQbJ1VxVQ5jhQTt5zy+Wn5pRrAiRAZQIFXy8Npjztz2VgDn5RXf1vP1684c3wwxBnUJgnRPqqo0WXg8sJ7XAwJMMQmQhoQZB1s36dKPxied9XY8kt9Rju+JgOP9iEiSKqWXCC1rmYH1AVA6pMxISwUVMyctUim0nWEXEzTgT0+SAFzmo4rt1Op4crNEn8WAHrjjbXouhHjuFNyakvCAiiTElQkcz2v70kO/HTaK7FNxrAZNDPImeBE6acHoEFG54gE2nqxOGvRNS6zL5oYERFVXquLp6maHpfZuzzQIVJZKyykiaLZgjVIsZJ9ZfGIS8T5QITZbujhfFWDDHNYQaS6SGrtOnOg5dk/p3YQWEPGcfN8wvm0Z9jXYZmnlY5HZPM+lIJpPq4W5K7rtUTzxf/5ezjc7RGXSJ4tvLg4VzPU9nrK5vIa5fjqGc45FBSczntF0+b5hOPxnnydSkbXjboWGGNY7birGjlNVkmtlRfoQrOUXwbv9L7yO1FRLReeIWs+2yrhajgS6zLPi5uZkjjBiEsuSpQWHRDLZPb274lIW5Om1WbXIBPtMen5MsogiqoiYKbIAiqxu74n/TfHxF0o/HPboANMXpXuGkpK1zyNyyFJ2wvXjG/MiuNxIWVvXDWalM+jzf1C7Eu4X42V/eX9cKzjoWJhavNgX3rf6Bo5/ZIOKwCrPURMS/V9YDWB+iTt/1+VHI/LSfqlhhD59AG8EFtpGcria5LY/yCnjGk+ajmFPrsKsNDGnDDPZ2WyS4BCxNIalabGjEg4ItQ2R5te1xNBMqUAlEZK2FrdDHPOGIYthmHDrVUUraaUsN1eAwA2N1vc87kmVgZ1flBDqZSoxTXnjFQKeucwsLOlcM1KYVVSRjJsszBYblNrN/2Q1hNyzaOp1z5FPn9GQVrb7pILYopK7pLrPR8nzeyMMSoq9gIE65yWWsT0TUZiozrve6RYDeGkzFJFnwJ/zx47/O/MrpC73S3GceRuI9ocnj37Iubzgs01LayOTflE2EkeWrnvcswt6vZ6vNqDFm5CLq11OBye43i8R04JftisNsh27SKiYYtISOBRM2WD2tlRgwzmTOUCuAu+x0vWNvp8s9qQ6Nk1MIzQaRLhBL2QjpD1WptTzX4BKnIbMV1DDQZWG66gpaxwrNwSa2DbTgxZ8vj9VKU0F+WFyPuJtojaQ9i6+V8mSzlllkqgJdh5y3obVdhP3lf+hgIfi5KSBmx0v+r39Dd8XxwZY1KHXm7uacP34mTLOrfSiKJ9Y80TWQUizYYvqIfMF2MKUloaNOxLYw11DtgVEVrK/aUUpgnQehnYVgIgyYPXiAePj7oQL5BL26+PgLaNIXfaFEhs5/D8gBgD2wVn2tj4PbpuYGdTcqwVWWQpf4iQmESsKQXNksn2vlPov4C4HiUnWFZCjSkiscT6Mk/sEZMx9CP6fsSyTKqgenv7Fm4eEcej66nLo2PjtdYLwbNhm1wzKa2kXDToyGWNaEhXSztUKh1rj5d2OIFeLYmAaYmoqXtq9O5rSQcAtzJHhDmQb04kFVOpVbZPvgikxVDRJlEhneczUgxIMWj5yjNnRo+3FEzTEUuYNNuTdjPvuwbVOuN8flhlFJI5vfff3yM5em9xdbvT47CNwZPUb1W9FHXBez1e7dH3G1xfP0ZYJjw8PEUpBdvtDTbba81EZf7RYp+0fCft3G1Q0Ab1aH4um8Tlpv4iUgEtF7T8jnasIH/2QXJsrHYZoOi4ePbaIcJdl0lhe+zyvfCq281ZAh3n3Qo10BKLpdZdIbjSz7mk4S62OVNLLrLp51zLUap2KkEct75eiojpNWx4Hi26BEi55UUEp5Sy6nYTMn1KWbkT7XvqJW7ub/v7wOuT4047gFHxUpA4AW2DjtV7NkT2OofWa4+g6vKaGAO6bliJ2+Xy8QOPr0rEQ8ZH15ykzJI0+Fg5gpYXRcR877VmF2Yifp72B4Qwc9Cxo26Ihcii1MJatMX1dN6v2uN8N2jXBWlwEA+koJr1ALW1Sb76fgNrHc7nA3tAeKp7ZoOuG5ELwbjTdMQwbPHOO9+E3e0VNnfvAaBNvBs6ra2KYVLmVrioQZFIoheEGOGdU7+Q1sMlpgzvAGQgAfDOwlm/4pnwFdcFxFmLJUYNenzf1ddbo8GCnL/wOXJMWCZqYxbiqaAfKSRdNHLKcJyV9OOAsByRYlovlkVIo1UCGKXA+Q7X109Yl4UCk64btB5P9tRR+TnWOibOZUW2gLrQWOvxP3/3v+Cbv/2bEZfArY1W69VyfQjdka6W2kr5erz6wxqDw+GOxATHK3zD//F/4u7ufSzLGcfjvaKR8owT4tZ2eVRyN7XRVkQEpUmTVht6/XwpEQuP63IjlHWSvFbW71FKFfdCE+gIesI/ovfj4IagfTo268kWXhCIFg1dIQi2cimsq2Zxcpj0yFZeiVwbug4Gxl/omjiLnBrOiaklCUFNjbUwJYNAo8onq+dvtDSU2aOrIkqCxGY9NoACjRwb2fRSgxhLaoqkxyLX3Vkgy9olTtjSBVTRDGscYIHECU2M624WRZwVxeLSEieH7WvXQUeLPtN+KPnOZfAhyAf9TnzESBNpOq/XvT9sfFUHHl9qULsqcwxYi6FFQIA1BFkY9l/moBtmiAuJesWAzWZQjgZAG+3xeKcdLRLciC8IQFB9CDNyikpa3GyotW5ZJm7t7LXuR6JgSYOZcdzBGKcqp/Q93fhPvf0NGLcjxt2I7c0W1474EL7zKqpFD2hlp8cQV+x0YwySIEBNtUS6U1CKernkQkZxkoy0WZEgItLRkguVX6yzStiSvymJyhGFOTRipJQbXo1z1PoWJrreoZFQD0sASkGYeRFnFvtynrGwSZxzTk21jOlwPh/0813DpSFHyBqQSgDinKduKHYUFh8N5zzu7z/EdnsDYwQaTTge9zQneJHuxx7TcUJr8pVzUh2PlF8HHV9NYwkLhpwwjre4vnmCq90trq+f4N13/384nR5q6aFZg9r1u/M9LHuzgNcRFYMyEpxEGFhFUksxK42OSwVSGVV7g77XcoVm8+v21nbzl8BANxvN+FmCnN/Ls5lbGwAIIgEAyFWhVPdrNqsTVWVBR2m9ziq3rgGA/leCrjVBVY+RAwxqgyVCZ0pFg452/bfWaicNGc2BJXcYpV51AK1dc1ulYqByUEqTkBljlOfRJiBtgEfH4bTjsi3lX46UgpLbFfm6QKA+qtRC17Wuw/VaZP1MYywSN0fIPIMIVn5M4TAZX9WBR7uB0vV/EQa89MhY1dkF/WDUoR87hq4inv3BM5zPRD4UzQ5rHYqxmrES6TRUq/MVCsBCUSlC2uXE20VURgVm9X7AbkuGU9Z5PLp5CzAGNzePYT3pcvjOoRt6knB3Vk3Sut5TaWX/IQBgvBrJTMl7NmbyKz5E2w7rOSNPBYCtZnCpFHgwjCnBSSkwtjU6W2c0BgbWFDhj1QcmxITUlEDk7qQQm0W2Conpf3PBcl6QkiAEtY5rjMH5cKagKVYDrTYQAkCIFNYcDsk6qmmcYTIge2IImsHEM1NYzS+nisDkiA8//AI+/an/A84PiHFB329weH7A5mqE67x6yawyEDnX3Aa/rzkeXw1D+ENXV4/xdV/357SVllAQslFw1gLGqrou1Rs4uLhQwhTnUQoIMgwkE385pE/v92IBuQ0g5PXyX3kvIUlaZ5QgSodXuFBfN1Z95tu/azvfHJVRrDOcvAmXAyhJpMSxgmsk6BBUQTkbxkAaSzSQ0fVGEMR1551zDoURHVl3NMmUNTDVQGbV0v4S99r2+raISkVcMrf91/3fcCBCn1UVl1f2HYUMNKVVNTUJbXuP2vOm0kzly6iXiqsI2UeNutdlhDCj70a+9mvNEPmvdFFuN1Qq1PtrPYx5LSD2hwxpNRWrX842cg1EAL7ROjktu9MWPHvvKTtOOoiug7CAU44IYWY9Dpo00rueE8lui+YDiYJtUEpG14krqsFmc4Xr6yfo+w063+P65jFyLujHHtdPrlkEjCaIwJhtn7Yokg6bHjAG25sNAGBztcHmeouu9xivNiSVbilQ8d7Bu/rVO4eQxVeFFgAik154KhggNwFLLgUOjBrwtXPWIuZELrfGIDU94zTpKxHMd57dghteR+M2GUMkl85cXWrjEmEMW3M7h/k8I8x07VNMVFpSEbUOBhFhOZNiLaiEBVRfHHAgOfQj5mWCcxRghDCjxKIqlIW9MsRPAYhYljP2h+d44413dIE4PN+j3/Tk0ZPFMrs5f9TSX2tF/Xq8+sNZh3Hc4ebmTVjrkVPC06d/gGk6MBGZIHHnHJblTKKBnJk67TR4eYCgCASTmWsr7rpMcll2voTEjTGAdFyJEWaTkJA1fROY2LX/SZuhrztDsBINFO5jG+zDGFhUwqVod8hn02vXZRTnqH0VK6Jm3eBbMmvLlWpLIrLx6+8uuB1/2DCqONq8yUWgJIiHvF7ctV94L2MBSKDCAY3JL71PglpYyyUjY2EdkTuXZcbAiPrLUK4veV6cHAvy+lEjpYgUA5bGCoC6/BK83370+zfjqzbwuIxGX3az6YFKDTrxcojbsvPhMhEBbHM1YjofWMnSqvlbu2GczweNVENc6GHi9s1WzKUUWmxkQjx5/Blsn9zg+voN8grpemyuRvTjgG5kq/dHWzhPkucSAIgpWvvwWU/aGDll7G6I1DhebbC93mLYDujH/gXGtrMW3lpsOtIMQfPQSgcLsF7ABM1osw5dREAICQUoFp1z2PQ9phAwBSErFSV/lpQRwQ9NStqlspxn5W+kQF1FimjkrCUWAIj8+zAFhCVQEMM1WoBani1D2pYF2TabK+rIQcY47LhtjB7E0/kB+/0zIhHnvHIPltYzmk+kGkn3f691fWstTvszHrHqoiye7SJC14GCG4GsX4+vjuG7AY8fv63r0Hna4/nzd3kOkdy5ZutNFuucZ8VTs5orlzwDmYfVznyNppVcYP2LpFD53lqjUunyN7JGiby6BB3OkwGj2BRoJl/YobXpWGEknoKPdhMsRbtjtKzhKq+tusc2REwOjCwIKRG+XUVnKpqgmz4PCaZEiVRbfHlYa7R83l7bek8qAfVySOCk19ZZ5PBiR1r7vXbjNL8T3zAZgmY465EsOcIaI/fXVRKpkWvelHnEFqR86QDiZcfWBh217Neu99WzpeSEAioTO+uRGwG8P2x81QYeH2foTWKRLxEUoyAiqdqe3JgUiJdwPkw4TweUQnLkRDRc2IhswX7/jIIOY9CWcWbmGORskPMBV1ePSbK7G3B1/QSPH7+Nm5s30PcbbK92cN5ie7PD7tEW3dDDWoNxN6IbevIf6Rxn+myG1nZ/NHCn8xaba8ro37n7EFcfXJE/i/ALCtVNO++wHQbshgEdlxNGKQOUgqHr6LU5w1uLAqBzTt8nFXKhHbqOdTuAVAAnrW6lIM8zHh+PGOYZKWec5oUUYOegC4Zl58YUEhNN6Zzm80x1yCy1bautdSkk5ZkYD8SSgFugJI8UI9xbV3hjuAUAfPNf+EuwuzdwfDhyZwxbPRcmclmPvu9hnEVcInW1LGfs98/w9Onv4+HhqYrGyWgzTuEN3d29h5ubNzAMWyzTAt95pJhYLfYlDHMhOr82hPuqGo8fv43Hjz+NDz/8Aqx1eO+9/94EHTXgkDUDkOegtW+3tdSZxJuo6UCLM4xx8N6tPlvQCSp3rgMOoAYpgjJY+2JGbEzlgggXgjJtSnTUDp7LL/J+FCw0G1etNzTnVTf5nDO6ni3ZvV0pf6JBW1bljZI1cAIroxpj4DuPUAqjEVaPCQCMY45GU+YVr5mW5FpKYYPQotfpBc0MCwAW1hHSuswBLwYdDUplbVVOZdRIeGyX5wYQeu64XCJEePo9rx+85hVTkBJ92LLM3J5cW/9LFifZj25kbTWEZC17WSAhxHqRnhA5CWe9dmP9YeNrJvCgmwq0dXMlk6Ko/CyAamWMalYmvIkUE569y9lvKRjHHc7csWJMp4qkKUf18KBov2YT4kY7nQ8Yhg3eeusbcPPoTdbg2OL69hrj1QZXtzuMuxElF/i+Qzd26MeezN0sEcm6gTJq1zn0Q6dRuWzesqCEx48RxxHf+U/+7z/Jy/7CeAvAN/5v/PylH3D1f34TvmFzg9OeSL9hZmSkWWRiqOTXMN/wQvOncbg/4OHuGZ49+yIeHj7E4fBckQrJOnOW9rh5pWQb5kVSs7rgNm6TNA8j84xeIx5fLeP29i184Qv/BQ8PT/Hs2btqc9BqcsAYzMukXJ++J0dQ5Sigblw5J1W7BSRI8bppCCK5Rh/W9vQAWHQPkLmWYkJp+By02VXHVcvlxDAFnb+uayTKbVsaIc4GABgxqGs2f6B2l2i7axbSf8u5aoi2uW6KKSRFY0opsHwdXOeQY1UBTTHD91TeMhawWKNGxjSlFQu0GhtSAm4/R8b6NUXP1zkHZErkZP2wbOsg6Gz7HvU4iKORStFHX97Xuw4hLhBdDvobUq9VlIT3laC+UURI9a6DNaJD9PJ2V0FciFP0h1s1SGIliTfmqtIt6O8fNr5mAo+PGplLLULuSSmyMlzmYCTr5EscgOyf7RG5fBLZjl68Ffb7Z1q6KaiuptY65nAU/dxHj97C229/I66uHrPrbI/xaoPdox12j3YYtkPtQvEWviezMcvqnd7QYuO84z57j07cEyHqeQa+7xD+H9+Af/v/+llsD9xhgYKRmcgTl4QsDLbDgOvNBqP36lJbSqFyCdbboQER55xpWrZY+bRnaWN1yMwZsRQsMeD+eMKSEgJ/5SxOrPQwds4xJ4QegsT6JdLGm3JGBj1IuVCZptUSofsSkRk+zSWjcI/8cbtDuHmMm5QxbAekmDEdJ8znGdNxguSLvu/Qb4iHI9czxYR+0+PmyTXeevttLHPA+1/8n3h4eIppPuLMLsWlFK3V7/fPcHv7KRgDhCVie73VDEfuQ517icnIH18B8PX4/7P3p9GWZVd5IPqtbu/T3XNvNBkRSqVSKckqhJAMHmoTLIoyiRJK+CEDpinKJTDvMYxT+IFsbORni2c/jyEK28DDCCjb9SRcRWfGoHmogFeyhCUwKckWwkIC0ghkpVBmZEZGc5vT7L1X837MNdda+9wbTaYyI/Jm7jlGjIg4zT67Xetb3/zmN5/+sVzu4+DgcuxGq1JVCpAnH60N2nZFgsANkzB2Pk3fwQa9H2n7XqqzEI2WQToLAiR50qfqih6IAArBtoJAKTYsKlSsS31bbGdRjbNfUQp6sHugg7dfgqrkZhoXTB4eMh5Lqc1IzzUvsrSM2gpiPZgt2fTvYAYm+KiPAA7pPDZ1MCSIzSwEX5N0LjbSLyUjktghSwJTKSW8lL0eOnyuen1SgozC2RDHv5zWZQ0gnzdegCKl2QovoEA6kYCQNENXcxc9CmywM3NmqGR6nYEGpwrpelq0XYMbiWc08LiatqMMvkglAEklTaD0SrLzjTdz13Tg0lcyUqnQNEscHFxJpbnMsFCzt1yiqZSGMTVO7JzFc25/EYGOEVWfjKYj1OMasxNbGM9G0JWBrnRiWzS7Xibxlsh9A4BU2cKVIPwAS0Xaiua5t8PFSR0AWilgnYeNE51WCqGuUU+nUFUFKwSC1lBSRHFpRujWOTIGUxJuU/OhNTop0mo+papCgO06tIsFlm0L5z1am0EDG48ZlbUqmyxt5xzWXYcufm+1WCd9B4lRgcn2ND2A3rpE07rOwXYWszjYKKOxf2kfXdNh98Iurly4gvVyEQd7g3o8wng2hqkNqtqgjqXJ3nlMt2dwzmG2PcXlR69gb+8xXL78CC5deiiJisk5NgoGK0Oakyo7poaQO9K6qDEiMfLAdjyT4tFHHwS3J2eAqYseIECeMEqtQ19vwAwtes8Vv8cTE32Pvl+6eaKcWELoMSBH/h7QS/t4B7C9EDdtS9/zAQ4uMhi5Nb13xED0JvPCuVNIQWX56ffj/vVKaV1sC+EQJJJ4k1MqKTUkRZrgRWFAxqnYHltBOs6YjshgistjS51aEJvLrf65OvL8xbQPAx+P7PUhVfReYYCQXGG5ZFWkXyvTHv0US2H6qAy60CIUnyfZQAZIAgJcql2m9446pvI3UdwDZQghoweSS/sMcKpmSLXccHBTMAYgTHvn9z1s26VS1bZdpSoIALGkljrOdrGjKddSZxc5BWtb1PUEZ87ciTvu+DxMZltRs2FQjyrUsVJlsjWBMgraaOhKQ5sIPmL+Uwgk6pNBiBBANa4RfEBdGXSSu0/mgWpcVbH3CgOOkD05wDlTeuBrY+AYlEXhEvVu8fAB+TtF86GyG60scomci1WC+8AoqKQIJ6aF2QwWt/J+CkGDU2fpPDZdh8VqnViBktoN3qJrLZplg+0TW1BSorEdbOegtIKpDLp1C2sdFlcOsDpYYb1YY71YY+/iHi5ffAT7+5ewWh3EazVGXU8wqqeQSmNr6yRm2zOcfM4pjKYjOOtgKg0zqjC+NE7N/B599NMwJqBrGwTtcPnyI6gnNdgCXhnVWxkBiILV7qorkiGOb1jbJA0QjwfeSyiZjbnK1AmLTWlQZzCRWzKUf9OqtqjW4PSB8xCl3kPQyl1Ew0COzQmUUzXeB0gRAA8EsdErJGkv4qY39BfeRUFpMYGzgyhP7OV3OJ3CrEBqWx9Cr9FdOhQlqQpGEdPBtsqbcySlWqJuS+V292W1nFASIjpuhk1GpliAbp6rrNkQqQS3DxDoqzI6vrLBYXksfHzwGVQkHUlgYOSSHoickmUaI0RkQNjUsARNXErMqd422vZvNo8r49C+HXHc9H8aq4L3aa4jDVJfIHuteNYDDxbz8cqT83CcdokfApB9JLq2SS3nAbrhynbpbC6VcnSa0i3j8Qy33/7ncPvtL8L8xE5iOOpJjenODLqitEo9qhJ9aUaGfACq/qXSRsH7kMrK0oADakGvlIQu2A0VGQgdUxiOvQPi/lcRSJj4d+njUd54UkgwJufv8+e4oZyJJbO+uJEFRG5YJASM0vDBwkThlPUOOuapje4bDkkBdABa59BYm+hnpSWcUsn3QxuVeqFMqgpGa9RWw1Y+lfnqicT+3gJdtFy3bYeDy8R6KGViaXOAlFtQ0eZ+3SzSed/bu4i9y1dw8uxt2D69jcl8TE3qjIKpDYyh1uePnP8UnLPouhZd12Bx5QDTO8/Ea9bPkyafkFgZNcQzK4L38IUDX3qmOJ0CnwTFbOgH9MFFzvfnJmzlqpR1QmojvRBC6C0IePINISCILDxFwVo6S71LEMLhlA2PA6mjbAYT/MymXis6MyYiAh/ILORkPQc9A3nyVkAv7cPahCzmBEJM3ZRme72qmuhozDqL3j5KwNs8vohoFMb7lQ81mn5F5pW2dbjVPZ3PCMC4t07BlPA5oYayrLkRgMtAcZOdF5CH3LNldIQWIve7CaFfmpyN5XxsHOh6tubXCga7/O/ydTpMZkxklCTk80r3cegBtWvFsx54AJnlYNUwt5jmBxRCpAcBgcSoJlWz0GfbdpWEpmxKxavx9XqB7e3b8JKXvBYnTz4H26d3kkiUnUVNFI9qrSB1nMQqk0pi+eb0PlD6Rcp0EyotY0mrgFAhtajnAadSCquOdBxKygQ6jFLonIOKlCezDo21GBmTvq+VjIuKjKhdKvfKA1MdgY7zHq33SfvBrIjzBEyUlMnPoxFkuw4AtdEwUZzkvYfRtEpsOzqfFYBxVUFFRsQ6B2UkurhKMEYjIKDWhipztEanFFrnUuO7xtLKgNkkEfsvUGnxDFIqbG2dLPoSuCQYVkqh61pcvvwI2rZJg8LsxAwnz50kSrizEOL51EhJaSyXu3DOYv/KPp774juoIV3od6bliWWzz8YQz5CIy9/gPZSpisqJSLMXVRcmmgjS1/KgXqZNWMDXG/QDW5EjVXkk4K5UzyiMK1QIlMheJUvJIJYUghDIjEncRhACiHorLoH13kMGmsw5JcOdo4FsDiijczI3P2MWRWmV972oNMnHl/UV3vseMOKx0HYO1vlDgEPp2PbBe2ijYGPZK3uShIAe0006EOqazR4c6XeZqSzYH/boKNknPqfl+Q2BvtczV4vOBd5nZkQI8naxlowmnZTRcM5BCJfHC0I9CAUIo8aXtD1ucX+t0to+20FCUwIxRzOwrEULIUDJnE67Ucb2GQ88yosIHK3UZfOwHp1YVBmEiJxDIB/96XQHly49FEtEPZbLPVq1RxFpCG2qaLHWYz4/hRe/+JVULntyO+o4ZqgnNUbTEaraQFcGUorobGlSvTzXfEtJzAavEICoileRyYhMhUQGCDL+ccGj1jqJNVn8mVrex1QHgwLDD3jxvpaid35M/D4zEi4+tKzT0BH4lOc/hAAPWrVZ52ADgQQlXDqeWuvEoPD1o+17rFtPluveY9V1CUBR2+qcrgGI9ZEFeHHRGMfF8jtdaZiKtBtbJ7dIrFtpmEW8FioP2Lwvy90F2pbKpdfrA1x46DxdK0NpnPFsDJw7Ce8DTp16bs8XoVkvsDpYYbI1JkfZ2qR7L8UGpTzEMyTi4sV5C+EkpKwS8GRdB+uK6OPkB8OmhKQVykwG2/YDR+vYSKNRpAJCFpKWLEnO6dOqmyfUkgEJPpDIU6r+JC8Pj6tKqcR2lKvwEPoW4gJkdiUVNXzbTGtLKeCEi0Z9eSwo2dc80WV6X2udFtyb+gjXudj2Ih6+7AM3YahHVMl6OEcsCISIWgwGEzJ3wRb8fh7DyjTwZv8XVZQep2c/DqBHaS84leECVztpVGYE62ghuVodUBpbKSB4uGATQ1SKgcs/14seAAlZuFwGC+GZuQOQWmfcSDzjgceNBnfc63eszepjfjCddZjtzPDIIy2qiCS5yRvn4ipTo+0aeG8xn5/C53/+F2N7+zS2T+1g68QM9XREVSsxzcIVKdoQ26E1pQyYzlRGpQdQRu2GFAXYEAK6oFhDZCd4EhaCWAgZVxGshhaBHEYp9aGiqDN2emQH06Ikj1Mr9BshshZ0wxnVf49BB3+HGRIZNRycBvIhpPROyZ7wv61zcGzgE0L6t5ISnbO03cioNEtiIdyYrsvIEPMBAJXWaK1Nn2WKUxmNelyn1cx0ewpdacy2pzCjCs2ygW2pP890PkHXWowvTbB35TLadoULf/YotNGYbI2hK4Pp9gTrxTr1huEUk3UdHn3wUbzg5XfRKk+K3oonhP4APMQzJwgQZwtuBgXl+AKQsR23TxCRJXG2g4jOuACBeyXZsG6jciQGP2dABg6lE2gItAelGyqzH+VkDKAPVkJIDRtLAMCtCkJcead/eyRxZ9mDBEIcmsi4tFZplTQePHkG55MWgt/jLrU9cOEchO+nobwrRbDxengPEfpsUQixiZt1kRXh7wSIfvYqMjayD6g2r7m/9kQvpIAIZUl0LnS4WnA6DUJAKxM9PhR8wXR4x51l83XwsSqGtyHKa7QRqZIFNG8E9CtbNs9DCT4fTzwLgcfVVcp80TYfaO9CptG8j2CBXEits0Q7xaoEpRQ1E/MW29un8aIX/QWcO/d8TLanmGyNMZ5PMJ1PMIppFl4lCCl7YtKErqWIn4le/JxSKSZ16n2i0oPqEXpqcU6pcJT9SzJzweyC6Ik8pRDwcRusEymj1IkwuClv0tIyPYSQ3E8ZWPRXWX1BWggBjbVYti06a2E9VeC4BA6B9ZImee7WaGoDUxtY5yCqKv22VhLWxcG0KD8m11cDM3LYUjOMpiNMt4mNCiHA1AbeOqwXa7o20SAohIDdSxZ7e4/B/nGL59x1B2Y7M9TjGifPnYCQAl1H98RkMoe1LdbLFaRSsJ09dJzl8Q+sxzMrmD6/1gCtlIFzXao+ACSs64jZCB5AXlWy6PRqK2QUz6RU4sjni9m1TSakXBlvssUMGHjCLYWq/FtllIZj5fd7+1Geg+i8XKaOACSRLFe6lP4fCSBtpGHK3+Tfy03pcKghWn9iRtIrMAOS7OOjro41Kfy5kmlhsWjw2Rhts+yW0ltUgoyN93rpfsT0RcipphBckZ5TeUwWURfifRYER0BWXsdr3YfEdBcW80UZd/9zvFB3AFTvvrqReBYCj8PBqJBXnDwxO+cQUPh5eEJ+VW2glEbTrNB1a7JbL8pxhXA4ceI5eOEL/zxOnrwdsxNb2Dq5BTMymGxNUp+VqjbJ9U9rBV1n1z5vPaSWieng68pMR57wASVkAhrMHjBIYY1FFc2C6F5U6X3+Xpm+odb2BQARIv6/sPeOjnllbDIifC61UikFQ/smEoiRUT+SUio+oNYazpMcr7MWXRSUprynkLDwqLTG/moPbdOlFR3/tlYK07pGpVViSfi8KdbRVJTWsp2FsRqTrUm0pydxL3uoeOsw3pqgWTVY7i5gW/JjqEdT7B9chrUtzGdrrA9WOHHuJCZbE2yd3ILrLLVCn42wXqwJ6FUazbqNOp3MepTnbIhnVhw1icvYg4WD7oM8HJftF3oDf7EdYk/6egylZI/JKH+/2ASVvYrDLeZ7/y4AxmYjyRJUqI0qCe5MW3ZjLUEHaz5KoWX6HVWOeTmtwyW4DJY2gfrm6lvKPuAqS3zzfobktMrHRucx5HPNPh+pjwvPFz7ve6DvlAZdIYIWTskwo1HuM+2nJNMwHxJADT42/kPuXCukhFImzUu8riRWgsdaS9VTMlecsAX6kdf3KsH27SH4QwtNFpgCKDrmAlKQ6PlGWdtnBfC4vs6jL+4j1qOocgmBRFE1VZjUE6pcWC73sLv7WG/FSu3pZ3jxi1+B02dux3g2xuzEDNW4ioCjxmg2JvBiNLV3lrk9PRBNuQqWg6s9dEyFKEmTb+o9EtMkfGwsLGUWQklJDEBkG0phKH+H+yaQ9gPJCAygihijdBKOEi2rYL0Dd9Dk7XF6BCC9CYtWOXQ0Q1JSptSHllljIjcaI1XGwAUP50MCMMze7K5W2Do1T5O6rmJVTKVxcjpFrTkPTgJWLh3WPDAXvzOajTHbJqfYZt2iHtcYb41jKbWN5kgV6TNGFbqWGtXt7JzB3t5jWCyupFVt13Q4cXYH27ftYDKfwrZd6hzctTa6LuZzv0l5D/HMik12i/prcMNCBaVNHMxZJ6BgbZecKeWGI2h+nahwEaip22aZJD2XssdU5H3paxykVr3f4OdDSNYKxEZkvhSBsklhoeeIoMN1LvVqkbpfWs+TsdIqO4XKyAL4AGttAh8hkHiR2kHkR9Y7chhG3AYfL/8ttYLyIbW1R9q37F7qvCu67KLXw0WqaMxV9r3xPnqFiNQUsnxeWd9xvfRD2k9mOq6SruFtAvrQ7zAwsdxTaoOlApCKJnJq78Y0HgRs2L07HAIfHF3XpvszVzdd3ZK9jGcF8Dgch9MtLray53JYEi3FlbbzaJsueTHoigYKIQSaZgmALrJWBnU9xgtf+Odx+sztmJ+aY+vEDLqiVW89qTHemqR29dwhUUiZto2CnuN7l8WWWkmo6OBptE7t5UmPIWPVCH1Jy6yhqKPAkhGwAFWueO9T91liIOiYtMy5Xh0Fp0TBbZjZoCihK1H8BqVXdqkNUZOhJJIrKgBoHgCLQVIBkKManbUQoDROG0GH8x4jQymV0XSUBjDvPSYVVbQw+jZSwkU2hUMbhXpcoV1XcNaiGlFJMwAYH1CNY5pGEwBUmlJh49jR13Y2DURNs8RqdZDo8mbdwjuP2YkZ5qfm8N7jsT97DO2a3FF7efMYwXNudohnWiils9hTRP1FATiNqelZ0yw4dulv6tNBEz+A5GhaMmW83dSxlX9HHZ4wEvBQJRhgc8O+70eahCUtgFD87uZCrtQrIYRYPhr/tr5nJMa6DwA97QmVmotcKm/z8+BsTq1wOwPvs+kXH9umoJKPRUqJwOCBm59xWa91yVCNXE2Lc1UcLwRVzZCuowBRIaeqGbBxp+24M+l93l/vSeflbdSvuD4TEZDHMyklupa6nWtdEbuAnC6SQqLzHir2ViFgSu643ruUOrleqoVTeKXOo2Tb+/eRjIwH7R/1Dbox0AE8a4HH4WD9hrMdnGcQwh1nQW6ljtTRzjqMRtOkT2DAonWFO+74PJx9zvOxc2YH0/kE81NzAMB4a4JqXEX7cxJQKa1ib4RcucLlasboVBZLYIJYDiHIc4MBQW00VLzgWmftB4MGIKdA2FtDCoEqsgGttUkx7UNApVU/ZVLUovM2Ag84CBvpl5CoVd5GqnyJn2FmpS1U4KF3k2cwk5xMtYZtG7hAVTP8OgMq33XwQFopjYxJAIz3QQkJY+i8rNoWbWVhO4dqVMFUJDCVmpru0WsmpbxUbOom4ypgfmqOEAKaxRp7l/ahlcF0uo0q1ssH57H72C66piPn00rj1O0ne8dJwJYBXN/FcohnVhDQQBqgpVSRhZCQhVA0pRJ87kLKq0gC5f10IgGCwmK9SLOUrqSb6ZTSvIsjrepD1jPwKnbzOwR8RJqsNxkddlJmAkZXurc/xLAwkGJbeNlzWub9Dj5XhoRoFKZip13uNns1tlBKmct5D2ksIqAQoRi3irHMh5QSsp09pF3IKZzYoqK4bmlhtiEg5evibb9kNgGW8rtpX3IX7cSwCBHdkRtwuwnBY7tUh1NVxaLwhsaYENI2+f9I2+pXV202zbteGodjAB4xWFRDYlGXTJ24855P5VOAbS2m8xmWf7wLKTXado22XeP06Ttw25nnY35qjun2FPNTc3ImrXQymdJGQ5l+C2ie2OgGi+mV6HPB5ayltoN7mVCFiIqvR3aBns0ECLhElo+RwQxHpXViI6xzPY8NAi95RcI3d84vF71YihUGg5Xygds0LFNxZeCK7ZUPYuDPe0AJSvWwTXvfIVX00jl1ZXKVTNHfhQGZkRKzUZ32l1Xzujb0mSg8HU9Gab+7zkLVpItRRiffj8l8ivnJLbTrBlqTqNV7T50x2w6LvQUufOYCTt9xGqausH3bdhpIuTNmKYYbgMczM8jFONtVl9bVWpv47HsoaWB9h+AdVHw9VaDF56VMy/HkRKvN+FsJZCABABZHlv4cXB3H0afy+2BjM5SWPdBBEypvuhRzyiPBQPkb6fXIfJhKp/32jhqsORurwKLdeJkm3SzbTYAiGoiVwIkdRqUi0JImSRH5qB5DQv/0Hmki985t9G0BSN/Bc3MUkrLQtBCZ8mtSSgQZ+pbziRFJXu5xPHQbCzNP/kBSRoY+z1MctF8KUpY6GMp5Xc8uvdhIb3ublEcar31mRqTUh1i4a8UAPFKQZ4ezHaxt4Zwrem40ACZU1VAZhLDC/NQ8PyDeYTbbwdmzd+HUudOYbE0w25lhMp+QaLQyCXTwA6ejvgMoVhFKpomU+5Ww1oIrM7SkFT3QBxWlJqOcbDkFUqLR8pkv6dVKc3muTFqI1PMkBIgQUtrHhZBSOfSdDCJ4sGSGhfeVg0GAD4EylUn8WYpTZSrrBQCs14eumBACkitpAAQVMDKGtDDoAxICcQLCGJiuozRN7RLwYPtlHzsB87liTYqNjd20UQiBGsjNTsxwxp+lhnKjigYC67E6WKUyu8XuAtoonHvhc1In4fVijbbp4nFGl9uhlPYZG9xV9LBQryhbDD4P8BuUdZk22Bzcy0VECCGt8OMLafLnhQh3nu2BhmK1TVqKozUK+XNIR5L0BV5AGtnrvsrf4UVKfq1o8CZFSvtoozOgKEt2ZdRzFIuTUK6044AmIVOKJqgAEctzNzUgZaoqAX8+NgYr6fhDciRFBFjZSOywZoLZIOfy90rQw+dLSjKDLBceNNYCuZY3lrOCQU1A8BbOlaaXPju7FueY9SYZGCqIwpzsqNhkSa72XtKQBAcfcnUQtwW4kXhWAo+rnXzvLDrbwnYNXOzdgkAq4rbp4KyDrjRcZ6kNfezXYkyN06fvwHzrVNJy8CRD/67iCiSbUgHUAZU9OXwISVuRrMhZgCbJWIsnYmYlNi9y2e+kPFYlRa9ii7UgZd65tD8HigdE0D6zOLXUegBIVuv8+2Vah7fD2+2sTYAkiJgLFhJCEpBhtsYHEsyyHoVSSiaBHSUlrJLQTmHddbS9+Fk2J5tUFYwi4x0uCwYA610UsVK6Sc+msXKGHuJyyGfgpoRE6zvo2CuHfDsmUEphtjPF6TtOAz5g97FdqrAxCku5RAgBXdNi//IBzgFZMFw0tEq/dRUB1xDPjNh0qS0H8bRiDVz6SCWK8YvxL/qbhH/5vVJQmoFEZhzK7xJAIH3HZjlq8gkJBeORfpu2X6ZBgMykpNSQFz0hKxDFp2VfmbSvDD7ogRfcNM97iOgAnI6x6LjNvho8nh55rqWADP3zLZWEhITnhp+lpqVIJUitErsNIJ8nFdkMUAqpZDHKc16CGyCyv0IACFn3EX+PQY4QZFkQLFnIO4dYZekTOAoh9/8KhWMp6TE8whHpWpYAkKllvs9uhJXogc+Q02dlMOhJ510M4tKrxrUQn/OOGsY5C+vIg8ExSnSeWq1HMxvbWtT1BFJKjEZTTKc7mJ/cxmR7imqUK1gUe3JEV1K+0VIFhswmYIn5EKIHQtjNU0lKfZCwlJiJUrcBIDMJxYDF/VVKnUb5uT5DEkWjIpt4hUBiVg4JpAqR8gZlUMQaDP6bwQhvgxu+dc7l4+xdiSyCdfF3ak71eOpoa72CUx5GKVjvUVsNFzxGpkKtdbJWrwthLJuN8XnhZnRWkDCPxXhs284VQFJKzGfT1KXXeQ+zpTCdjWG9R7tqsH/5AJPWwjQdgvNRE+TTKtS2NjXtk1KSfsRzg6UBdDyTg8sTufeGEALe2cLKOpCINOmp+hVqvVx7EZRiifezKil5ACDRJHezpu2KHtPBFR08uanIsvJGkqFXoecgVkT1TMOYQdik6MvfKEFMAjtGZrZxM+LErJSEbbv8XRWtzeN8Xv4NAF1rE+OT0i/cJTZWt6R9Y0alKO/11hVCVqRjZut2Bh9ASK+HIr0iRC4pLcWl/J5UsXw2FExKPmTS/gEANJwNQFHld4iRKM53aW1Ox6chJXVKt7YFPkfhemLlNiI1rOP54wiAclQ864DHtcJGYam1bTQEy63KQ4i2uyGgHlVYtEtMJlswusJ8fhpnztyJ+W3b0EahGpOeQ8RUhTK6d9NwjTl5WISepoIZBBlX9vz/XL2iUg8U8tJQaQUPZNaBQQSzJh4ZAPAAldgJ/l4EKSXgAJC2xSGERLtRNiZFzi9DykOaDg4eTH1RlZJU1xEUsFuqEAJaCHTOYWQo/dE5C0Cjiueo6Tp0ziFUFYQgQ7SyWiaZmgHJDK1v505+IM77xLI4H6JRGTWvM0rnJnqGvmudw6Jp0K1brA7WaFYk9FodrLA6WGN+ao7l/pKqYmI9Pw/um6kv70lbNHSmfWZGL9ceQxQ+HsE7CG3Qtk3BWlw9H++977mXqlgdR2ngkESYtG2fLK1pP7KeKk3QKgtS0+L/Kgs0EWf54GOpZelFE7+cNAAbYx5KVm9DrJrPCwlCeYzMn0Hx3BBb4l1OGfnoBkyLoX41RqnL8I7KfLVSvS61AB8PMbDMdPD3AjLzUAIJroQpr3M6dvY6EQJChGK/uEfNxnkVIpbW9s95LtPNDUzZCZbEprlPSwJbUTcUQkjNTMt9vFYwyKAKF8qr5R4yvgAhMrp2M3MzVLUcisNMB9Ff/QiwXYtWrdHZFl3XppIh7wO6lrqZjrcmaJYk8plv34YTJ85i68QcpjJQmiokqtrkRmTJppyRvu6JSEs9B7McrOfglEoyv0qTqOylVTbTLMxclJFYENkf1GiCRyqP5c/69D3+m3+r0FXwCq5Ik2wGv87MA6daUr42plmAcKgSB0Cu4NHRS0TlnjMMwvJvZRDmvIfjQZZ/LwTUxqBzsfmTFalcmM+jEr43iEyqKjFOrXVYti1Vxqwa8uWwJALT0fY+hIBm2WCyNYHrLLbP7CD4ANsW1sbWpYGHH+hDI84Qz4igQTprn4CCESip+eAhY78WoP/8sh8HEMtb48QipSaviejGmcpak5tl8Z0IKETxp7efhUNnyY70v3PU8VFn6HQcMRjYcAM23p20fxudYOPG8nPBxyJldJUGiGmgbZbl8bJgQjY7zHKlYOkYTD9SuoFuaDVk4YcRQQ13nqXPIzM65fc2zpNUMvWAESxAjUiFgU+vZ4uPhlxSwkdxPZfWhkBMMKdO6NxmvxMupc2ATSZhM/+fr9dRzH8e87JT7tWCt+WdTfetlPKGGY8bhygA3v72t+NVr3oVtra2cObMGbzxjW/EAw880PvMer3Gfffdh1OnTmE2m+Hrvu7r8Mgjj/Q+8+CDD+INb3gDJpMJzpw5g+/93u+FtTe3HfjVVhOdbaOotE2MR/L4sB7NktAjpU0kTp9+Lk7d9hyMt8bQlY5+D1xrL1IelSnTpN5WikzA4k1aVq4YpRLo0JH1UPLwCqgcPMpUzaZ+A+hP5ADSZMx/2Pcj5RyLdM0mmBAQhUOqSKZiZZSVJxmUhAQ++O/SnlcKpEZ21rteqoYBmVEKtdZRRCpRaY2RqWCUjn9U+qxIx8YlyUjnflxVmI/GlMaSEiNjMDIGlVaojUmfmY1GqTx33XY4WK+xv1iiXTVR7OWTAyo1f6sw3ZlCGwVtFKY7M2ztzKgh3biKzJmNwrS8OiIKN+AwGB7i8cbTbZzi/LyQpHeQPQaC2A8BQSvXEHpsR+8ZT+W1Kv47gomih0lmGgr3zg0RZKnT2BwGmU3gVfPmcaS/08TXn2x6gAXoMRfp/cSMil4JcHYylYlxKSdI3lYCNCov5tJxFoJN2jZ3ng19YF8eCzKTU7IZQAYxbH/OJ4kBFP+/d5wy71c6nv6JPMR2lOkU3iyXXZefEdEyP+9H8d2YFmY/GJ38m/yRv7UZV3u9/5kNM7iUauG549qAheNxAY/3v//9uO+++/DBD34Q73nPe9B1HV7/+tdjsVikz3zP93wPfvVXfxW/8Au/gPe///146KGH8LVf+7Xpfecc3vCGN6BtW/zO7/wOfuqnfgrvete78La3ve3x7MrnFNc6wd5TNUvbrmG7NoqRuli25MmxsrXQFXWNHI+3MIuNxUysetEVWaHLAvFLLWOPkNzxtI6TpxI0gRqtE8jgXilakaaD9B25pXwVDcRSN1hFn2dGhD/H2+KJ2CQPkMyulKCkTNsASL4ZPhAosHGCZMDAzEMZ6iqrKkopOHTWphSIlhFkSSodVJvfiQCFr5ss9pmqb2RihDYFt4d62hTHVsfzfWI6xdZohNroCD4qzEY15uNxKlvunENrHfbWK7SdTTbKPpq/CUUiYl1p7JzZxslzJ5NR3HR7SgNgBKR0HjLY4Hsu0aZDfM7xdBunekK9GEZX0Dp3mHXe0cpRqr6uA0UVgXf9+1uSm6f3VD7KQZMNMtvBDc2uskovfyMERMO8DXCUJkYceqbL4NYSqSuuz0Aoz9u0sleq6C8VDbWkzuL7sjO0iCwPGHgIkf6fQIrsa1h4oZcWfrIPzkogVXpwbJ77Q8/lBmjZ/Bwd0+ZqrTB0YzDB1ThyE2jSR9j+Pm8i73+Zail/u+ta0vQJslhP6dsjBL6bsXk8R3+mf72ds71UudY3lkQR4XMY7S5cuIAzZ87g/e9/P770S78Uu7u7uO222/AzP/Mz+Pqv/3oAwB/90R/h8z//83H//ffjta99LX79138dX/3VX42HHnoIZ8+eBQD85E/+JP7e3/t7uHDhAqrY2Otasbe3h+3t7SckzCsPl262w4evdYXJZI6dnTOYz09TZ9nt23DittOYn9yCGVUYb43x0X//H3HbuXOYndjCaFpjdmIL0+1p6kDL5bOiYD2Ulqm3SgkutKJBpPToMAXI4N4ovKJnlqF0NdWSLMVrY3rHqqOynKk6rhTh1cSmrXnpHgrkgaZMpXCKQ0DAxhyfEiQGrbWOWoxcQdNal5iMUhTLaQ6X6MBIi3qfgBZtx6d9AzJ7wvbp5QNqXV8rUbIrrc1MShtXr754eJOnSTy/++s1aTe6LpUVu+gR4C3b6oe04ulai3bd4vL5S3DWQ2mJ8dYEq4MVhBDYu7iHg8sHuPLoFRxcOcClSw/hsQt/hkcvPIjd3Qu9fOxRsbu7i/l8fs3PDNGPWz1OzWYnYEwNY2pU1RhVRW0VxuMZhJCo63FKk2TgkZ1KSe+loTS1bOCyRSGYLcjPDfc6AchvgydeFccXqUjkzkEaNJXGJgCp8i5N3kpA6ZweTnoE0OTJTqPcubbcdrnyT+NJ3LZSCtba/DtRwCoLIX4IJM5OAtHoUMxGXLQPMmsfXO6RkhpQOp/BfmyBUO4T/wbis8zkR9ngLk3wPjd8c84nAbmP/3bOpbJ8BjPOUpl9YjYTi0IL2R6T5EswxPvWwca+KFRCm80t+Y+1LWzXIsBjPJ6jaZY03uxdxHq9oLGyW6PrGqzXC6zXi0Ogke8/JRWk0tDaJCBGjFypu6FrOJ3Mce45L8J4PEPXrtHZBh/5yP953XHqcTEem7G7uwsAOHnyJADgIx/5CLquwz333JM+85KXvAR33nkn7r//fgDA/fffj5e//OXpYQaAe++9F3t7e/jEJz5x5O80TYO9vb3en6cyuAzJx86zlHaxCWE662Aqg/GY7NC5ZFZXVGZp6ioZUZUUGl9AGfUKbObFoIFZDxnTK0ZT6oBMs7KWg1kGLn0t88blqp+3XcameJTTKhzlQ5AGBFHqPJB+i0EIiTVjLUoIaeJ3nqtJcp+ZSpsskpWyN9mXwcyNiywJo+rSuZSOV8ZzlPefWZvSbIw62/YHEq3iuS/A3iYDVGuNxlp0zmZPEkXshRlVZIMfS6h1ZSLrRYZxtu1goyDZVCZRoWS77LM1dupIOsRTEbd6nCqfJQYMQBbx0aTmNjwdKJWSSiCLBVL57GY2JAtKAQIdiOwGMyDcBbsUW6Y0BNCzKE/vq1yW653PbqEbpax5Ys5/aPI/PJ4wyOB0Do9f5aTM5bSlzqJMdzDbWOwsnTduBhdBCRcElOtTqWXPKoXZFk6hlL/L79O+RaFo1KyUVSupYZ5SKdUiZXY1LcFhyVLIjbGYWfLyGiB9r89y9O+fEFM+mUXjv8tU3ZEMTnENj1rIb36+TLds+g8d6g58lXjCwMN7j+/+7u/Gl3zJl+BlL3sZAOD8+fOoqgo7Ozu9z549exbnz59PnykfZn6f3zsq3v72t2N7ezv9ed7znvdEd/uGgoU61mXrdGtbdBEpe+vQtV0S8iitUI0qEpRWGmZEf3Muk9G9ipOcSZNw1CREBqLSVLFiCiDBNuE9s7CUQoi9WqSEUTppRFJOVPSPKaUoitTDZvriKCBCJaSHhUhq4yaVQiZxaDpuZnXi8VVKwcTut5t+IwxcNn9ns1FRj41hLQs2K28Kgan3SWOyGXxYpVkZ7zMANNZGbYlOQIaErgbjqkKtKT1DZc5Z99K1HRBp5OXukiyihcjNrpjpcRZd11xzQBjiicfTYZwqV4np702Aj1xlVb7OkZgQZI0IR7ptikm+t4rmz6XSz6MFkZs9hBhIpM9xpUxASu3wd0uhZDmx8so9bUP1n/ly0bSpKWHfi9554DRQZB8YCNB7saLF599URsUGeJTyVlpROfARjC4do8RRjyEDgHwty/NRAKIiZXPUWJaAQGRnNoNZ1HIbJWAtJ/rSAXfTwZVA66b1/tX1HeV5eDxmhszC0AauXom1GU8YeNx33334+Mc/jp/7uZ97opu44XjrW9+K3d3d9Oczn/nMk7JdOklHnahAfh6xrNbaDs45uM6SkZjzaFctmYiNK1QjQ74dszGkktA6WqBvtG8u9RPlpJwrU/rajJJd6O1dMemW25XxOwxIaDKWPZajfOCAnFaRop/r7D2MEeTk7yC5lObXDjseciVJ72EBVbC4ctUlsjV8uU/p98HplQ1qsHhQeLtcimtdTqnwNuTGMXEVT8mWAARWeJ97HXxFPt987VjsWmmNtrOwsRsmMRsqGR7BUzl2erjLlcERA+AQT048HcYpmhjKPitZ21O+RytgdaiaRRaltwAxsle7Vw4JPcuJUsmNyZOozM0xoYyyugOI6RtZCDZwtC5Cqpx2Se9HFkAWz1RmbNgWnTv49o/vEDAqgAB3lWVLczqPsaW9Owy0kjarYF8YDJCpV/FZnytKemBFHj2Jb4InSgv1F4x8TssmfpvXbfNyMCjlMb//emZPqIqFjBp5I4+n2uQowApEMFK8tsnk5+N7Cn083vzmN+Pd7343PvCBD+COO+5Ir587dw5t2+LKlSu91cQjjzyCc+fOpc98+MMf7m2P1eT8mc2o6xp1XT+RXT0U13rIyvCBqHAXc2rOdWiaFWw7oxUtNwCrTUytSNTjOnaZDQDnH4saeZ60WMfB+5OEn7JsMS+ipkOCdRibCD37dWTQwTcmayjYo4K/x2Wy5eSeBakAkPUeSpCRGEDb5cmYmI3MjPQGshhSFA9bHEiN0mA9B2/Xh7wffIylzbkHpUm6Qo9hImvEAKHcN5fOn0xpqfKacymvENw/hsryysHFRzGtEOSrYktjJVAPGBd8AoidpTSM0hl0njx3Asv9FZb7y95DCqBXZcCmRuX7Qzw58XQZp0pGIw3O5So2sXrxHigWHCVA5kmMAUqi5xkcbHhjhJC9OjiyjuJo/QWKCb4EGCHE5yz0V/vlvR28h1SHy2pZ58bOp8yilOxAKveN3w3eA8XYWW4rBKTXU2rGFttSEt7TxBuchyjc6HsTpUTPV4vbJnBqBBJQPcCYJ9+j2ApeuBFrvMmkZNv0/vnpg7bSFZrTKPx5ISQ8XG+cyPdABnPOWRhTxfOV9/8oB9nN/TnEeDGrkjQehxdiVwMr14rHxXiEEPDmN78Zv/RLv4T3ve99eMELXtB7/xWveAWMMXjve9+bXnvggQfw4IMP4u677wYA3H333fj93/99PProo+kz73nPezCfz/HSl7708ezOUxrUIM7GXi1dpMTbLCbyHqduPwVt2AabHip+gLKaO6/iS6qeqkrot2RB7TP61sUNozYACRl9ZU3HUWiWJ11X2PKW2ytZDhf/cHB/lxC7z3IqiNkT3q4P2Scj1aaHvo6C97MUhdL/ZW9lt3muACQBLZt17a/XVM66XmPZtslmHSCjtP55kT0dCbAJjKienicE0pGEZA1vo0GaVgrbkwmmdY1aG+qVU1F6hVcaLrBDqYdzHs46OOept08U8nnOTwsRzYDIFpmO/UbyogMbcqPxdBunSqCxmSYRQqR0bmmFbuL9pZXp+e5kIF0wkzJrA8qVdK9slh72Qyt1HhvIAqCvH+HvJA1G0fOEdRxpH3jfIkjwzseqjD7D4jeqb3g1nsSsMgtiab+y27NS3JiOmsmVx1geM7uM8u96z0LNzJzQeVIEPkJ/rI6XAIlNKc4Titc2LeTLyV/G/UzMz8bigitypMr7szmBp0k+WabLHoAFCBjRseZqKBHHGOu6XFQQQjKSK3/j8UbY0KNtMi7iBsepx8V43HffffiZn/kZ/Mqv/Aq2trZSrnN7exvj8Rjb29v49m//drzlLW/ByZMnMZ/P8V3f9V24++678drXvhYA8PrXvx4vfelL8df+2l/DD/7gD+L8+fP4B//gH+C+++570liN68WNsB4hhOTnwZ4e3jt0TUd+DM6jntRo121E+nST2M7CVLq3mkhlkyFEHYbMreyjMJJZCzbF4pU97y8QUxw+QEkknw9mOdiqPDVVQ781fbZU75t9aSlTmoIncfrtfBMJIfrVKOBKESRR6SarUXax9aHvtFhW1sBlBM99YbjaJCCgtQQ6Gmt7KJts0z22Rv17RkBAxX3iKpT8ewI25qLZPt0FblHv43F6ckKNSzsbqw1YKKuVgisYi9ZaaEk5ZK0VnFFYL9bomg7Bk6vk6mAF21oaZDwPDgC3Oedzd3UAcm06fIh+PB3HKSlzz5Kcj+cmjLaY8OnzzllobaL7cdYkiNj7w0c7cYD0FqIo1QeQwErZkbYEADRZZObTuwBdZWGiEDjUi4VBdGYM8j3JLSB6nXBlZnqYaYHPrESIFSgy/r4o9BcMwrg3TcIEQpAhWKBy3JSigYIQVL1C3WcLfYSi3kg98a7KkzqDnxBC0YVcACjs1mObeCkl9YsLIQnHaXtFesSHdH6FEKlihsEMENPDzI6Uehkl4RN7E98HOVR7uAR8EgMSSsdSFCAgp6ykkHAAQuzbUt4DHJvAazMCAkTA4RQYYooqloILeWM+Ho8LePzET/wEAODLvuzLeq+/853vxLd+67cCAH74h38YUkp83dd9HZqmwb333osf//EfT59VSuHd7343vvM7vxN33303ptMp3vSmN+Ef/+N//Hh25UmJjNQBHKHOpbbDLopLycG0XbeYYgrvyZ1SGw1nPXTsgsgqaiklqnGVHqLSVdQ6D6hsZy4Qm8SJ7NWxWXnCwf1aeroQgQQM6Hg2v5PdTPlvEZ1bGXQwEBFC9HJ5vD0tM7Mi4vuqYFR88HCeyltZD5LSLRA963KO7EGi0r+ZqVl3HXwIaGNFSXlMPngsW5c8SSqt0XE5ouDz2d93W/QUQGKP+h0c21iNw2ADoEmi0gqds+hs39GUQc266yIDFOC50ZMUaNoOB7sLrBdrmEqjGtUEQGT2FIg7FY/vcyoyGyLG022cShqOglY/apD30XmS788bXT0CJfWd/0+/kz6QJq0gQprk+LPEFPiUyuES8eADhIpVKJ71WhKS0xTMGBQpwzKNU7Kx5QTLolHaZgYxtrMJfHCVi4NL20xjwIZ+TiiBIAWEJ60HUAhgfT4fm2JVYh0odeI99Y0JefBIYMGLLAz3LVewUL8lL2OVGrM5UiDYQrsiYnpXCUh4OFewHomhymJQIZghlVEHpAq9Bmk46Jxn8y6gPzbxv5XqT/HMWDyeRQzbp/O2e6xdz1vkxs31HhfwuJGdHY1GeMc73oF3vOMdV/3M85//fPzar/3a4/npWxB0IruuKVxMHbpunW7oEAKklnDWptSKYyturRCchzQ6Ouz1+6mIjVUsMxUuBCjk3inUOj4HC0XlITAhD03sAKc54r+LgcyFLKqkfUI+JiESs+I87Qd7fWRf/gK5F/cFMyoh0IBB+0AGvDZ4dC7bnQO5VI1ZmbKkVYRsx+5DQBXLjpnd8YGBjkwur+XDl8BFAjXF1eXzLiXWXQcbASYbljlnEyu1bMhAjI6PXlt3XbqW1jlYn2v6haL+PNp6VKOKVlFCQEiq6U9qeB4sigF0iM89no7j1KbjI//N+qQyXQFeGR8BUnxwkKHUcqBXKeIdaY34GWUAkbaVtBnlvuWUhBSZvUzf3Tif/N3NklqVUiRpZ5NdeXlNSm3AUff8tTQIqUx2I+3DKRZu2JZTUhlEOZdfy7oSNh8D4DLLEwqA4uP2uZQY8Td5zKf9KHbW94+V2RJflBfT9lz6bpnuCegzErSNshmbhHNdBJL91AezJMRAMPsVGbMjqgavFWEjbc6LttyvJR57HMfC4+g19axdYt3IIJ+MWWwHa20CH+tlk0q9+Cbs2i6Zy7Cg9Kgo0x6sleAbglfsJTvA1S05tSESK1A+973XN5XVTOUjV5hk1gPJpyOhZCkSgODvbR5PeihSxQnvh0wdZ/k8836W4Ib9OaznP74nBp2NRphUFaZ1jWldo9IqdeY1SmFa19RDJYIOqubJug4e3BjIMPtSCm35WlRaJbt11nUAJGp1gVIvJWjkEt2kQSn8BwAUVCmJ+3RloLTCYndJ7/N9E8i/ASBN0ZBKeWZHCfzZqElseCuE4HuAo6TG6f1waBULn3uOpG6qIfRSC0dGSglssCPIK3WxAVrYw4L3iZkJIDMa7ClS2gmUv8PHwX+zaZhUMmk62LWTtR8MIKx16CJrWAazNnwcafxRsndcm6LYUn+RXKV9OsDERmajMNcDHZxGKc/H5nO8CSKu9pnyvGx+V0AemZrdFIxuupvmcVj27on+eB6wKXK9HivCoIQN7RKj5LurfqeMZy3wKONqIIEulEsmYtQ0zqJZNim/2rU2PWDtqiVFtY315yoLRVUUnXLKhSeyUpMRQtY+lOJQLj0tyz6ZCWAGhLdV1nP7DXACIK+wor6hHAy5DNcHJF8MJTIAYUYAQEqxAJzuEfGzPglMsxA2szPZNI32lUtrmTXYvNm1lBgbg1lNPVMY1KiYYqnja7xPnAIp00p8ztI5ElnsyqtOJSVGVYVRdH3l9FBrs9i0ZK14H6xzaeXiOmoYF0JA13S9Bz+tslSmVH3aX98zFBvimRUyCv+k0r1qLyTNh07/T46lQvVWlQDT3ES/l83AsDGZCrFRmYI84QGUItj00+j1IkmfB02+BTMRorMnC0Bp//vlsaX2xDmX0plcYs4CVxZeCoHkVEqCbPLekDIDEN52cv0szkvpssraFmYekfQQuWy2fCa98yn1yf8XDJpKlobTPL3JOaQFBF2+fK6PAlmH7otU3nw4PR4is5BeFwKB23amY5FxUVgcvxApFdNjyoqFzeGUroh/Hl8w80H/dtEI8cYWTwPwuEZ479B1Dbq2Qdc1kfGgKhfuSuqdhzY6rXLbVQsgTkJdtglnMWNSiBcTOE/s1rnYlt2nVIIsbmIGCaVmg/qn5AmrRLUEXPrVKTzR9qtYspDUhZDs0EtnUnYj5ZuL90tJcllND7eQhUgVvd8hnxKRWByjZKpCKUW1JZBiw7VpXWNUVT0TNAYi5KnRb6THwAmg7dfGRLfYXDlUVrzw+dJKYWwMqthgyTqXKl5CCImlkUKgi68bo9NgJaOSX0WxH18L22ZraNe5RNv6CDgej2nPEMcrtKky4IieHErqdB8aU4Hy+ESbK6UhI6uxabAl0PfL4dc5smiynwJg3xgu5Q7OJ18NIDudltvlDYjiOeEGmGV1yuZ3PSvVNypomCHgSZpBDG9fVzqbggliVlxkGrQhA8ayj4wQArqo5uk7kPZBmXPXnxSFED0BrdQqik/7jfbKFFN5LRJ4iwwOs+Jpf2UfZDDz2Tvf6ZpSSiV5uBSf49dEMW7zviRmKS6aWZtYpnIeTxylOysBDJcbuyjIl09Fk7hnYuQLcfQFsbZD067QdQ3adgUbG8atD1Zk6xtReAi5h0fXdvDJMtinGnNe0XN/EVug0JJBsAVw4MmtHBDSSkOwK2hWvTtWaRcIuCsGCR98BCLZCIxfA9BzHi1TJvzbUsi0r2Vah4GIFCIDgoIFYQAiINJvCAiMq5oatkWL+PIYGRzUxqQGepVWMe0S+9noXG5H56vftIjPY9N14KZ0qvi8ECJdlzLFJYRIxmD8uvUOjbVwPvSOl48/TQ6Scq/WWti2Q7tuk6itLL8DkFiOxyMkHOJ4hTFV6n3BJk8o7vEk1ut1ru2LIL33EIhl+2nlDhIyhkLP4PrpFZ7kRbwvVXTxpPeYeSh8bnptHtATQafJV4g0+Sr2FwohaTzouwRuGHCXETeR9ottCHjxhpQmyOwBAXWkNhQpZRBZEVNpaK2gI1hIvxkBEHep3QxOn/TPWQRQ8Zn1PqewSnaoZIn4PJZjFz/vCWCIwoOEEEg6H7wv6Tom4Mj6NJcYUvq98jrla+4s9XQJIDaCG1CW5cVXS6OU6a/y7/T+xuKIxrp8vzpn0dn20HaPiidkIPZsihBC6lbbtk3UfFC6ZbI9TU1+vPewbQelJBrrgElNgiatAIPYNE0nvUACBvDQ/CQiN1WjlAWv3Eu9xAbVBwIPbL5VahFKVoI9K4D+JJcbJm46mso02QKAQjYrgyCxaWdt6qPC6RauzpFCJDEpQOwGQDevdZnNYQakcxbWIYlBjZKJIeGJHlJC47A7IAdtMzegy+kVCSADFA4hRE/zoSLD4UL5gNOxLNs2/x8kLmVg1FpyLOX+ErYjEVm37hKz4ayFkBLNqokgNfcCcm5gPJ7JMZ1s5/Sj0pCy773DQkAG9kdZh0spaTJBTsdwcCoimYUJUWgj8pLqcCqFn/n+mFICG54MRQE2UHyHAAagDKeNigVS7JhdLlB41c/b5/101qEaV2khJxT9ngh5nCs1KxloUVVIqkoR1GDOuw4+pkk53cLHUna99c7TkxfYYTiWzEb2hOf0Tev44KLgNGRxOJ8PIUggSoJWBkgyuaKmj6dxPdYK8e8W556OseuNz9yzRUqZKmTS78NnvY8QiU1l2cC1dRuh/M/G67myBYH2V0mdgSfIl6jnyHyNGIDHdYKRnLUtmmaZUi5d16FdtcQoNB1MbeBdiJbZgQx9RF9gJaIDoVYKKl4gTlPwzcEDAZe4st5DggWmucolCPSqY46i0WgwQ3TnzC3rS6Mv3i8gPziynJSRRWSbkzftU6RRAUjkdIQPSI6jUpB2wodAgMV71FqDnVIJZLGWJVfG+FKQF8FHfqj6QqmsfYmVOSWQKiterlKJ473HZlkvpcpIYDqLniEhIBmM2ch0uc7CdgQ+vCPWy1lKx9n4npQ8kFBnWxtBB3WbHMSlz9TY3jkDrQ0uXz4PpUx8hrKXB03MKq1cZVG6SM92rFu9RiQGJEYGEOjpEnjS5zTLIQdSHw79VI9tTYweleUC6K2m6bcBgOl+f+T4VKZvQoh+Idb3G7gJQZMyj0mF1iOxvgXoyBN1PI9aJealPH5+zFJJLj/riXDZmMwLM8gQQi/tUp7vEBDBAAvGj/5sOZbmypbQYzR624bv/b4QMp17kXRBPrFiEALed71t5vS774GKQ7+VgBOPf/0yXR6Og/eUQpQKITggyB4wvF4MwAPlxAXgiJVndjBt0bYrtO0ao3qK1cEKutLomhbO1lBaoVt3ZGDTkfLadS7d2N46KKMRTIjCS5lW1x45dcEt5El46lBze2JePSiVbM4DAhAp0bKFfJqA6QDj8QWyKg/90tKS9QByhQzRgaS1aG0XjbJKFXykExHQ+QAbQca4Qg84Adkbo7M225v7XPLFuhLnPSqtevsHZE1MooQFGZlppZLbKKdN2JMkXT+fTcOIWfGpOoW2nYWzyYm1ENICIJv7eL3Y4Mx6n8Sk1CLbwVqHZtUk2rhsia0rjfVinT7vbBdZD5typFe7P3n1OsTxi6ZZQsotKGUiu6ETyGCPBCHi6liLVDJLK2abwMnmpMuTMUcIBbBAoT/gN44IfpvGFdHTL4girZGAe8F2pDSr7ruEMuvBdgIlG8OlvWmRwN1bpYQXHhJZL9JjHaVIQIIfBGd9DxQ466Cin1K5SApCRKFrIYiPzyvtw+bqPqeKGBSFq1ikE7jKxmlCCgifS2LLz5bN6/L1KYBQZGjKMZaDj4dZkXz9ZLqXOG2rtemZ0tGixh253cPHlEEugY7D1UN0HRWUMvDeoWlWCVBvOvNeLZ7VwGMzvXC1yGW1Ldq2gfcObbdG7cfROIZQtm07aofeeSjjIR2tdr2X2UkwkMU2m4g5TwwA6xvaSOG7hFAljCLBp/U+CT1DombzfrIwM7EkgvQULoSUsihjcxADMugozxE1XAvoXJdSK9Po3khgJFd42FgJoqRE50NkM+i1Oh4jt6d3IQDx2I3W6KxNHiLp3EefD1kIXPm3pJTFeWJA0i/bpc8LWMddasn8yMd9Lc+DRH7A+4CGfrN1+eFtuwgW4oDWrtooNs6Dh7MZmAQfYGqD1cEKwed8qI+MGtXAH30vXo3NGuJ4xGq1D4CdNgWtSo+IpP+IwZOGlIBSpvfZMkWS0yHFmOYRV8Ui6TTo3hXUKbn4P5ABS2kwFmIaYrNaQwBRK5KBDeskSAsRn5kIOni7QGRpewyM6IMiHnuYWZUCWmkCMUpSOlMQO7L5TLCegi3TvSdmUWqVFh9AZjo2gUH5t6CHHnC5adzmij54BnShB9hoZ0RiWtizgxxWEZkRWpyGYqwSSvbYmRCr3co5KgPQDKyEkAhFGWspSM7XTGR25xp+Hr003gbYLatYVNQsWdtBypjGF+KGtWrPenHpjQQPALQqzWWP3pJwVMUH2VmP9WKdH+B4oTcfEBWFQbU2hWlW/gxXTQD5IXWbN/0RVB+nR/izauNh4JQGpyBKgMHVKiWzUKYaGADYWIWzaju0llIqXNlSaZ2qTNing6PWml5Pg6RIxmQMlhiA+GI/+PzQ8chelc8mNVnqWMo0DA867NPho1i0UpnSBoiVof3MOhkAyeNjM2gVSBVMpPGxaFctuqZDs2xgo7cLR7tu4ToH22V6lQzqOrjrlNIOaZjjG9ZaNM0qAWgGAsk8r1fq2H/uKc0pe6+VtHu/DTvShM2CzRCQ7sH0/aLCw7usOyjN7dLzE0s+e5PfxgLGu3DoMyKWjZedUdkDhPyOcmoEQA+glwxt/Adtz1ETuuCy/TkL+l1McXvn0nnl/SDdh0pMDFfG8HVgUWhK1cRqlFQBxAuTBOD6+8bnxDsfF5o+MZ5JXAp2Rw2xACGmoI8QvKbzHEIvzcI9fbhL7ebY17smKcXi4rh+42mQzXT6IV8oIaCVgTE12M6fz4V1N+bj8axmPG40pJSE8JROJ9uYCrrS1JG0MtSfRSu0qxa60hhNR1A6OljGZmH0eRUn236nWu5xkqms3HqdhaNK5JbsPHGnASiEAnBsiM+iFoTLWAFiBVjAyREQkltnqkIRIk7EEk3X9VYKzAjwvjNTwO9XDCJ8ZnDKqhk2/ErPXpHDLfvM5BVdf6WUBq1icmc0X6J9SltJAALOy572oxYiVsIgu7O6kNgjKQQcmzIhpF4vTEEroyBElXwInHPwrU3MSTWq0K5bKEPAhWyXyQSK/2we2xDPrPC+QzS6pfFDeLrXvSsMxFyaXIQwcdLo4gTj4X3sXxJXu8DhijMAaZIuNRAo7i8h0PPwAGhCZBMv3pYQWZ+2qeFgcWb6nMz7UHaZ3YxiF+n/8fXgqaHi5vGUWoiSkRBSQAZeeUcbc0Egp4npCjYC49YXzJ6wG3ISZUbUJSQgQv79EHuplIyE977nWk2vhUMApfeZTL/2xnf+7XJhQtqK/Hvl69mkjRgfTleHdD/QefTBoevaBDp6EQHI9dMt/cUy649KXVI9mqbfllLBeZvEpjcSA/C4wZBSQZsaSmpoXUEpg2pUwdQEQKox/dtbB20IkJi6gjIKpjLQlYYxVJ45ij4R9Ie0A6UWwkidLMANN4ITZJhV9iNRGwMCUOguNoSnQAYgBDB4MOqLTHO1iUwrfgEB5+nh1QkQeBilewBBCRJ/spI9NaCTErCkeZHI6RwZwVNZ0cEgh49FlQxHDwwREGIgRp/hlVUGLqx34QodJSXqyAx1gTQwWlKvGKkkrKNGe9b7VIIrIMjXwwmIaANvtILRCl3S4+R91kbDxhWNikCsno6wPlhBzqfYu7QfS/+q9EeKgXx8pgbrNLquSRUt0gPOOygA2HAnBZABhpBk7yREEg6mKIACs65lJ1upyQSLRaQlwE36jAQuNid9+rdSqvguCTZ9THsw6ODfpHJaRPOvgu7n/ZT9/lNlCocM1kTsGFuUpPq+eJ4rRYTMzqreeSioNInnRnkCErmqxntP6ZOYiknpGMcSdofgi/EGgAgB3udtegCIpmNkPiYQBBCCyGLVCHCkJBEoszEp1eOzqLU85wAOpVuokiSneENs1sZMBos/GZhIoRLoKEtpncMTqpzrAZsIPoypAADWUnEFsfqGNHruxkwQn/XA40Z0HiEEVNUYWlcwVY3xeIZqVKOe0J9qVKEa1ZjuTKksbEQrYFMTE6KMRl0ZaKVQa41pXSdmoI61/eVk7eLfbJRVa0MTtZSJ9eBQcmOSjmZhJWrdLDHl/wshoBD1EskxsTA5Y6twQbbiAhoBIfUtqaOHBgMg6/r2wSE6pEoRYAo/jJRmKdgcSsvQd0tWBKC8MABo5E66UiCZfIXI9rDgtgeaSuQuJIxiESuButba3jE06Og3Cgqb+7GMjYFVCtq5WB6dS+AAoBoRCNWVhrMO68WaKG9NVtCmrhBCi3pSw4wqGFOhrsaoq1EyjDriDqX9Uxr2Bmvkh3h6hVKlpXScMISPgIRW73yNWePhgwMbRJV0Nk2+Kgk6SzbiyL9F3zumTP/yilxpmapV0nfLf8cJn5kToUQEJEi+Iio6jZamYWymRyxFNv4CDtP3pUA1NZmTAsIhsS8JoDhHon1QioY1FD6WuGZ2AWn/y/QU/ZsbsZXHTNUhwWXAxKLSzfQSHx+DlnL7NCb02Y1yW4mNpQty6JqxMFVKBWe73ncQxCEAwWDWAVDawNomsiR9N9F+S/usESp//3ohJS2YQnCkXWR2KTEsz+By2nxBBcqTd+Pf5yY3fZqrv+1+aK2hJPvSA6qSUEZASA9IjwAHqQKkAtqugTABqgOEDhCdB5WHaFhnsXYOk4o617ZRUNltPBwuApNKKbSgNIDqDQRZ98CvlRM2a0TKFX8ZZSqCAQFP1swglDoL530CS3yOFus1nZuYokhaCSlT5Uf5fX5gmImpCsMw68icq6zWKcEQHwuDmXJbLvTNv/izh6p84kqDS97YOEwIgSYCEK6KaVZ0bF183TmHIIDO+Z6bKUKA79qka3EhIMBBVYB2Cr5zMGMN23SA9GibFYQCVAUoVUHF9J2+KvDIAygwaD2OU2Tdhsol096j69qYvuWy8Jim1BW6rk0mWQw8eNEhE5Xt4VxmFoQQkE5ARLbABwK7Ppp3eZ8rSoSSgCOjKSFIaOpi2kJHxkJIAeFkblEPBSL6YqdtBTgHeAfoin5TdtH6PD7TSitAIAEOIQBr6ViVEmllL1R0VO5EAiq2ywAmtakv00OFYSOlUwh0cOqD/XTSx21O1yRtiO2vzFPbgwhg6HMxVdL7rahNiaLy1KyO0zI+60RYS8O6jtznJS5oit9MaeOis673xCAE72EdGVcyeKBGcTZ+hirjKM3sosllNDC0bbKtDyGniOIdunGv9lNadMURX/exkkXT3Ok9vHCQUpGPk20hpU7pneuNU8cSeOzv7wMgw5InHjfeFyMEj4cf/lM8/PCffg6/N8QQTzRCYjv29/exvb19i/dniBsJHqc+9an/fIv3ZIghbiQCdb0FAUsAwI1pRQ/F9cYpEY7hEsp7jwceeAAvfelL8ZnPfAbz+fxW79Kxj729PTzvec8bzueTFE/2+QwhYH9/H7fffvtVnVuHeHrFME49+TGMU09u3Kpx6lgyHlJKPPe5zwUAzOfz4QZ8EmM4n09uPJnnc2A6jlcM49RTF8P5fHLjZo9Tw9JpiCGGGGKIIYa4aTEAjyGGGGKIIYYY4qbFsQUedV3j+7//+1FH6+4hPrcYzueTG8P5HAIY7oMnO4bz+eTGrTqfx1JcOsQQQwwxxBBDHM84tozHEEMMMcQQQwxx/GIAHkMMMcQQQwwxxE2LAXgMMcQQQwwxxBA3LQbgMcQQQwwxxBBD3LQ4lsDjHe94B+666y6MRiO85jWvwYc//OFbvUtPy/jABz6Av/yX/zJuv/12CCHwy7/8y733Qwh429vehuc85zkYj8e455578Md//Me9z1y6dAnf8i3fgvl8jp2dHXz7t387Dg4ObuJRPH3i7W9/O171qldha2sLZ86cwRvf+EY88MADvc+s12vcd999OHXqFGazGb7u674OjzzySO8zDz74IN7whjdgMpngzJkz+N7v/V5Y+7nY/w/xdIxhnLqxGMapJzeOwzh17IDHz//8z+Mtb3kLvv/7vx+/+7u/iy/8wi/Evffei0cfffRW79rTLhaLBb7wC78Q73jHO458/wd/8Afxoz/6o/jJn/xJfOhDH8J0OsW9996LdWz+BgDf8i3fgk984hN4z3veg3e/+934wAc+gO/4ju+4WYfwtIr3v//9uO+++/DBD34Q73nPe9B1HV7/+tdjsVikz3zP93wPfvVXfxW/8Au/gPe///146KGH8LVf+7Xpfecc3vCGN6BtW/zO7/wOfuqnfgrvete78La3ve1WHNIQT1EM49SNxzBOPblxLMapcMzi1a9+dbjvvvvS/51z4fbbbw9vf/vbb+FePf0DQPilX/ql9H/vfTh37lz4p//0n6bXrly5Euq6Dj/7sz8bQgjhD/7gDwKA8B//439Mn/n1X//1IIQIn/3sZ2/avj9d49FHHw0Awvvf//4QAp0/Y0z4hV/4hfSZP/zDPwwAwv333x9CCOHXfu3XgpQynD9/Pn3mJ37iJ8J8Pg9N09zcAxjiKYthnHpiMYxTT348HcepY8V4tG2Lj3zkI7jnnnvSa1JK3HPPPbj//vtv4Z4dv/jUpz6F8+fP987l9vY2XvOa16Rzef/992NnZwevfOUr02fuueceSCnxoQ996Kbv89Mtdnd3AQAnT54EAHzkIx9B13W9c/qSl7wEd955Z++cvvzlL8fZs2fTZ+69917s7e3hE5/4xE3c+yGeqhjGqScvhnHqc4+n4zh1rIDHY489Budc72QAwNmzZ3H+/PlbtFfHM/h8Xetcnj9/HmfOnOm9r7XGyZMnn/Xn23uP7/7u78aXfMmX4GUvexkAOl9VVWFnZ6f32c1zetQ55/eGOP4xjFNPXgzj1OcWT9dx6lh2px1iiFsd9913Hz7+8Y/jt3/7t2/1rgwxxBBDHBlP13HqWDEep0+fhlLqkPr2kUcewblz527RXh3P4PN1rXN57ty5Q2I4ay0uXbr0rD7fb37zm/Hud78bv/mbv4k77rgjvX7u3Dm0bYsrV670Pr95To865/zeEMc/hnHqyYthnHri8XQep44V8KiqCq94xSvw3ve+N73mvcd73/te3H333bdwz45fvOAFL8C5c+d653Jvbw8f+tCH0rm8++67ceXKFXzkIx9Jn3nf+94H7z1e85rX3PR9vtURQsCb3/xm/NIv/RLe97734QUveEHv/Ve84hUwxvTO6QMPPIAHH3ywd05///d/vzdQvuc978F8PsdLX/rSm3MgQzylMYxTT14M49Tjj2MxTn3O8tSbHD/3cz8X6roO73rXu8If/MEfhO/4ju8IOzs7PfXtEBT7+/vhox/9aPjoRz8aAIQf+qEfCh/96EfDpz/96RBCCD/wAz8QdnZ2wq/8yq+Ej33sY+FrvuZrwgte8IKwWq3SNr7yK78y/IW/8BfChz70ofDbv/3b4cUvfnH45m/+5lt1SLc0vvM7vzNsb2+Hf//v/314+OGH05/lcpk+8zf+xt8Id955Z3jf+94X/tN/+k/h7rvvDnfffXd631obXvayl4XXv/714fd+7/fCb/zGb4TbbrstvPWtb70VhzTEUxTDOHXjMYxTT24ch3Hq2AGPEEL4F//iX4Q777wzVFUVXv3qV4cPfvCDt3qXnpbxm7/5mwHAoT9vetObQghUqvYP/+E/DGfPng11XYcv//IvDw888EBvGxcvXgzf/M3fHGazWZjP5+Hbvu3bwv7+/i04mlsfR51LAOGd73xn+sxqtQp/82/+zXDixIkwmUzCX/krfyU8/PDDve381//6X8NXfdVXhfF4HE6fPh3+9t/+26Hrupt8NEM81TGMUzcWwzj15MZxGKdE3NEhhhhiiCGGGGKIpzyOlcZjiCGGGGKIIYY43jEAjyGGGGKIIYYY4qbFADyGGGKIIYYYYoibFgPwGGKIIYYYYoghbloMwGOIIYYYYoghhrhpMQCPIYYYYoghhhjipsUAPIYYYoghhhhiiJsWA/AYYoghhhhiiCFuWgzAY4ghhhhiiCGGuGkxAI8hhhhiiCGGGOKmxQA8hhhiiCGGGGKImxYD8BhiiCGGGGKIIW5aDMBjiCGGGGKIIYa4aTEAjyGGGGKIIYYY4qbFADyGGGKIIYYYYoibFgPwGGKIIYYYYoghbloMwGOIIYYYYoghhrhpMQCPIYYYYoghhhjipsUtAx7veMc7cNddd2E0GuE1r3kNPvzhD9+qXRliiCGGuGoMY9UQQzy5cUuAx8///M/jLW95C77/+78fv/u7v4sv/MIvxL333otHH330VuzOEEMMMcSRMYxVQwzx5IcIIYSb/aOvec1r8KpXvQo/9mM/BgDw3uN5z3sevuu7vgvf933fd7N3Z4ghhhjiyBjGqiGGePJD3+wfbNsWH/nIR/DWt741vSalxD333IP777//yO80TYOmadL/vfe4dOkSTp06BSHEU77PQwxxqyOEgP39fdx+++2QcpBm3Yx4vGPVME4N8WyPGx2nbjrweOyxx+Ccw9mzZ3uvnz17Fn/0R3905Hfe/va34x/9o390M3ZviCGe1vGZz3wGd9xxx63ejWdFPN6xahinhhiC4nrj1E0HHk8k3vrWt+Itb3lL+v/u7i7uvPNOTCbbcM4iBH/oO0LI+PeNrTQeT8Zp8/f4t/L/xaHfvtp+CCEhhIAAIKRM/w8hFNuRAPr7N53u4OzZu6CUgZQKSmloreO/KwghIKWEiDIepTWklJBaQikFrRWk0VBKwNQVdKVhagNtNKY7M5hKAUKgaywAQBsFADC1SfunFG27ay2kischAO8DbGeBEOBsQNe0UEahW3ewbYfl/gpt06JddXBtB+c8rLVwnYNzDta2cK6DtS28D+i6Naxt0znw3sN7D2tbXL70MK7sXsBqdRCvSzxuPq9CxH/na8T7f63rcrPjevefdxadbbC1tXWT9miIxxtXG6dOnDiHg4PLcM6m9/h+pGdUADd6H36OmfGAJ/b9cjy62r16rXs4BI8QwpFjtZQKWle4447Pw/Of/1KcveN52DoxgxlVGE1q1JMRTj33FOYnt9A1HYQQ0JVGVRkAgAAwn0wwH41wYjoF4nO/uW9ayt6zb52D8x6tcwCAzlqMjEFAgJYKQggYrWCkgvU+fZ7jYL3GI3u7uHhpDxcfuojF7gIXH7qIT/7+H2B39zE0zQpNs0LXrbFc7mO12sd6vaCxWUgIqeJYJdJ4xSGAdE+U84BIx0avSaF69w6/L6Uq/g8ICIj4GjMRSul079H9KNL+SCGBuB0pZfyj078FJCAkjKkwGk0wn5/EiXMnceqOk/jn//C7rztO3XTgcfr0aSil8Mgjj/Ref+SRR3Du3Lkjv1PXNeq6PvS6tW1xITYjHAIEvXePeABuNA7/XugNCPzPkN6NkxyO2M8jb6rNfQ2H/m/MCPv7l6CVgZASWhsoZaC1gZQ6AQ+lNEIIkEJCKrpxlNRQ2kApBSk1qqqDGVWoRg71pIbACpP5BPWkhm9bLPdXUFrC1BXgZQIXQgg46+A6CzOqoLRC8B7eBwQfEEKAbS2k1ggOWB+06JoOy901mlWDdt2g6xo4ZwlodC2cd7C2g/cW1nYI3qOzLbyzsK5LQDOEAO8d2q6Bs90RYFD0/mzeD9cCHOV7POA+9VKoq2+/HJSeLkDp2RCPd6y62jjVNMvexA30FyePC3jcgrjavj++bVz9Pe8d2naFT3/649jfv4Td3Zfg3LkXoKrGGE1GqMYVrjx8BWfuOoutk1s4d9c53H7yBKZ1DRdonOmsxW3zOXYmExrjhMBBs8afPnoBi5j+MkqhNhrTuoYPwEHTEPCwFq21qLTGCoAUAkLQeBKaAB8CFk2Dpu0glUDbdHj0vz4CU1d46ctehDvOnsPF5x3gYLXGweV9nDp3Gj//r34CDz30x3DOwnv/Oc03Nz9u/PryPGPMCNPpHOfOvTC9fq246cCjqiq84hWvwHvf+1688Y1vBEAr2Pe+971485vf/MQ3fMSdHXCDF/spnlQS4OgxGBRlHkwk5NkP713vM8Q26N428/fzn6MAS7lNGvQ8nPOQ1qFrWlTjKoEGbx2EkgQgOodqRNvsmg5SKYxnY4QQ4DqLtunQrVtInZG26yy6pgUaYnOklPDOwzsP1zkEzwDCwjkHHzy8dwjBxYc1IMBDSokQJDQM/Z7j73k6Dxs3+aGbPgRACITgrwlGjzpPR/3/8cb1GLLH+/0hbk48mWPVcA2vH85ZXLr0EKSUqKox5lsnYW2DE6PTeO3X3I3nnDoJKQROTKeQQmBkiPFw3uNPHn0Un370AuADdGUgpMC57W2cms1wemsLznusuw7Oe2yPJ2idw7ptcXZ7G0oIuBBQKYV11+HBixexe7AAAHRNh3bVYr1Yw7YdQgAe+7MLeOhPHoZ3Dh9970fhvcd6scZnP/NJ7OycwV/5rq/H3//xf469i3v4ke/7+/izz/7xrTytTyAeD/tP47FzB1ivD3D58iPX/xJuUarlLW95C970pjfhla98JV796lfjR37kR7BYLPBt3/ZtT2yDV5sY4oRzve88EfrxSPai94E+iOiDAhl3gSZCyf9HiJRY/h6DjM2Vt9ZVpMEUtNYQQiXWQyndW0kpRWBAKQUpVI/5kEpBSgEVAYN3vnd+tNGYnZghOI96UqNrc+plsj2B1hqXzl+CNhpeSti2o98yGlIr6MpAaYmutZni7GxxjvLKTwoJKA3vPaQMCEECkBAgkOQjzUlMSxcBSQHCIlV4reAJ4PFO/pvf/1ziRgHQELc+noyx6hYUDh7bcM5isdiF9xb//V//Grzo8+7E9mQC6xw659A6h/3VCp9+9AL+7IE/A0CLt3pSYzwb40UvvAMvPnsWi6ZBQIDzAbWm8WFrNEJrLVxc1JyYTlHFsVGEgJExWHcdPj8KIy/u7+O/PPQwFlcOoI1CCAGP/dljePTBC+iaDs2qgbu8h6ZZ4uHzf4oHHvgQuq7Fv/t3PwUhJL7xf/w7+Ic/+aP4ob/zNjzwwLPD+6VcJF8rbgnw+MZv/EZcuHABb3vb23D+/Hl80Rd9EX7jN37jkIjrunED4EFsvHyjIGNzsNhcRfvgE2C4GsjI/97I3yX9CZ1+WeTeyu2UE9TmhEcgg3QdnGLRuoqgg7aTcnNCpf0kDQgBEBFTMcpoCAECIUrCe58ABn9vNBtDKonRdAQAcNZDKYWDK/vQRqPzLZSWEJIYEyEF2lVLIMKLBBJcZ4u8ZsxHCgUoPrEOxlRwjgCZZ6AQJISI37X0feccqgqoqjFWq4NrpN0Ox+MFIE/2inUAH8cjnrSx6oh4NqXNbiRdKYTE85//BXjlq+/FN/7tv4raaFy8vIuLl3ex2FviP//mf8beY3swI4PbX/Qc7Jw5gRNnT8CMDL7oxS/EfDzGsm2xu1pBSwnrPD5z6SIu7x0gOEoBK0MLNdt2aJuOmNcQoLTEdHuG+WSM5506BS0lTs5muPcL/zyuvHiJTz7yCGajET7Yfgz/9eOfguso5Wtdh4PFFZw//6mUUmnbNQDg3/yv/xj/+zsV/u//jx/Cg//sD7Fa7d+MU30s4pb4eHyusbe3h+3tbVTVuMc7HAUqrstMPJGIAwYDhvyyOAQ0sohMHZoY06R7BBtSbq+8RPz/ra2TmEy2EuhQysCYOgELIUi0xuwGACipEeAhICPToaArDaUUPZBGY7JNOVJtFEbTEapRBVNXMLVBu47gQgg46zE7McPiygLtukEIgJQC3of0dwgB3bqFUBKr/RW6dYtm3dK/2w62tbC2iXSdg3cWPjhYaxG8g/OONB3e0erFOYTgo/DUwtoWIXhcvvwILl8+3ztHQD/F9aQxHJ/L43IoJXTj++SdRdutsbu7i/l8/sT3YYibFjxOTSZzdF1zaOJNwlLgpolLj9zk46TWOY4ScB71bw7vXWQtj/69173ur+Ibv/tNWC/XeODDD0BXGuf/9DwJQ6sonlc0Jv65V7wYd/w3d+DlL74Lp7fmWLctVm0LFzz+7NJldM5iZCpoKXHQrOGsh1SSAIn3sJ2FEAJdQwxtPa5RVzGV6z0CAk7NtjCpKljnsGgavOqFL8T9n/wkHvjYn+DgygEe+uRD2H1sF3/0Bx/GZz7zR2jbVdSr2XgOPJxzGI2m+Iqv+Fb86q/+2DXO7FMFQm/N9H69cepYVLVcLXIFSFy9HnHxrje4l0rtTQFfWflQ/rsEF73f3AAPxDiotG+i/H9a7TNrkr9T7kN5DMwaALTKr6oxtK56wlIBAaVN2r7WVcGw5ONQSlIqxOiUaqnGFbTWBEa0InCiCZx4R+mO4IFqUkFXIX2HgUPwAcpIYjxEwGQ+RVNprA9WNK7G3+G0DgfrTbyUcM5CCgXrOgivoKSKoMNCqQDvbEwx0cPtnYUxFYyprzko3siK66j3hVDp9RB8f4K40UngCG3P1aucjn49BHXk60M8/eNqwvEnJCp9CliSx7M4u9bPX/W93tjpjhRbKqXxV7/rf8T/93/5RVy+fB7/5b/8R0yn2zh75i7cccfnQVca49kIX/AlX4DtMzt4+Yvvwpn5HA9f2cV/+MQfQmpa2G1NxiQi1RoyCh+ndY0FaHHkQ4CM6WepaEyQUqIyGkYp+BCglYJ1Dg89+hgOrizQrBpsndzCxb19vOJFL8Sr3vhC7C6X+MOHHsLu7gG+6E++CMu9JZx18NbBe9KfeevQNh2qUYWzzz97JPC4VlFB+ZnDp/TGGdgb4RauVbW0+fq1tlfOx9eKYw08OK4FLq6X898EHofLmspV8+EyzPLzZaqkvKH6qZTMfBxVJsW/Jwo2pdwf/g2tNYypE/AgpsOkNAqEoDSK2ij1VQrwgUBATK1IRQyH1vQwKq0wno0S4wEAq4M1pMr74Z3H5Ucuo1k2lD7RCqbSAEhAqivSmSgVUzpGowIQnIepSLNS1QbB+eI8BSipYR2tQoIKaZUkhIT3js6l7dK5CIFWjVpX6YbfvEZHVaZsPhybyv3N7dD7R6e9rhs3KG691gA0mIYd3zi0QDn0/jP72rLIX0KmJh3OBZSr8de97hvwr//JD+OTn/zdtKja2T6Dr/i6v4Iv+e9fCx8CJlWF5544gdlohN3VCv/m536dFnfREmC6PUU7bzHfnkFJCSUFtFBwPkAJCQdiMpz18ZkmDZuMz9yqbdF1Fu26RbcmDUe7arBeNPjMHz6Itunwsa2PoWtatKsWJ28/hc979efhK1//xVSGGwK6WHK77miMWncdriyX+Hvf9B0bZ4XHPJnY8M24NiC8sYXIJpt1NdCwWcl3rdevBzy6rrnq+xzHGnjwYHz0SnWz2uNoX4+SidDKwFQ1qmoMJWnVzaCBf4OqLiiNgOABIXtVGJv7VzIaLPJk/cUmyOAbsdxXXhWVmgQCFCaBDmY1KMUiCu1GrhPvMTpaRD0GgY5eZY2UUEYhBKBZNrCdg67oNvGO/DlWB2vs3LaNxa6NmhCJdt0CoAeZ0jYqsSSj6QhSSiz3l3H/BKSiHKxQEhIe6UFSSCDPORvPkU3H7j3pPBCo9p/Pn9bmhsrW6LoFIOpHMiA5GogcrnDxh7RF/BkaQGT6DL8nhAACCYdDcHFpeDT78UQ8EoYY4jgFLbT64+UXf9WX4SWvfQmUUphPxpBCwGiN2WiEaV1DCsD5gN/49x/Cxz/wcZgRVbTMdmbYOrmFekxlzOvFGj4ubpTRAFbpN7qmI1bCOUilklhdSgkhI/jYX8FZYm/z91qsDtZYL9a4fJ4WW+v1Ah/78Ifxvl/8PyLj2yVbgK5r4/8d1qt9WGdx+dLD0LpK80e5IE3n5TpptydSDScgeuPVjeiK0meOYGqvOb7GcRV4hgMPYyryejhiwleKGIGtrZOoqnHPVIonCDLSosm7ZCKqaoyuW0NKBWNqrNcLtO06ekg4tC2dWOe6uBqn76XyTgDWdslnJN1o0TSGo0S87LXBky6/liPvn5JsFKbTv9nPg16XEKoEImQiw5sjhkNDaQnvAqQSKa3C73G4zsJZUirX4wqmHgMA9i/tY3WwIppyXGGyNUm0JYMfxBRMu2rhnEM9ruCdT4ND8PR57/PqJ0/iEoBGkAFwAkAXAV9OVylPJbkMvkLMzWazosOUIQ82IXgoUOpKgB6YEkQAh4Fk/GL+Z/H58XgLX/01/ze89ItfCqkU/u2P/2t87GPvP5IZQwCE8GmgCUc84Ly/+WcH4PGMiHQPXKPi7hkUaaKKQPxq8dv/x7/Dc154Dlsnt3DZORrDtcQf/eGf4lf/1S/h4sWHMJnMMRlvoapHGE2mmGxNoGO6d7o9hXcO2mjSjkVxvNQ0ni33lgAAIQW0Vliv17Roch5KZ8ZBKlpEee9hW4vLj1zGcndJi7C2g+0suq5F1zXw3qNpltFzyCbw4b1PAKRp1+i6htLfXsF7m8Yg4Cos55Nwb5Tn/cmMa3pjwd8QsAGOOfBQysQJpitSJZRimEzmGI+3oneEhZRVbxIo2ZKuayP4EMmdjal97z2qaoy6ngCI5UIhQCqN9XoBa9sEMsp9qOtxZCwk2m5drLQze0ETtertF7MiUqieDwkDHCl1Yjzil4pUTx90EJshep8B6OFT0YlU6qi7iCkZ9tmQSiIEEBiREpOtMYSSaBZrLPdXsaadXEldZDa2Tm5BKYlmTUZh3nkyGLMW3tEk7aI3CD/0IvQn1xD45lVQUsIHB0BHMOEBaGIPhIBzXWR3TKyEcXFFIXmDedts4pbSL5kJyn98uk4hvefTuQ88IGywGdvz2/DKV30VHnvkEfzRhxRe/IoXp+uT6UnXY956DBTEof2lfUYagIJ/cqtqhrh5EZ4lIAO48TSk2GD9fud3fhm/93vvw5kzz4e1LapqBGNq1PUEUipUhhgNFyf5rmnRVQYHuws452EqQ7o1pfKzIgRqVaFdtYmRrUYV2nUL27n0TLMbKqds1os1lntLrA5WvfHBdqThoAWng9YGwdfobGEJIFXSrAGA9zaNXcSIkM5lE4gdSqscARiu5kv1VKbqHs+2N2UK14pjDTyMGZEYMYoumQ0Q0YBma+tkclVjl072uOAUiFQ6VlP4lNrQysBrQq1cUcEpDmM4rWEwGk0RQkDbrrBaHaBtV4WbqkogqKqpBDWZYgUP7xwJKHtaDwIWaXVb3Ht8XMRyZBvb9P2kIYjvKXIYZeBQhpR9jYlSxSSc6EdO2aief0ezbLDcW9LqIloWBx/QtR2aZQOl6VrU4xrOWiz3LCAEvHdEYfJ1UgpB86SsACkQnAcgo0EYnaN8XhSCF8nQLLgOUmpoHVCZGtaOINAgKNVjO3rCUKD3XnyhYElkH4R4Dw+AyBv+jqQBIILG7e3b8KVf+vX4g0/cj4uXHsJrRn8Z7/n5X8Xv/d57i8En/7Yo6rs32ZAjV4QhMjWDAdUzK55BQOSqYGOTcYQAMf+hl2bILLTAYnEFo9EUmsXygrVoOo1ZCTC0HaSSWC/WuHT+Epx1mJ2YASDG1MQUsW0t1gsqcW2WDbxzZAegJQGRhhySeXHEgENKia6h8VxpGkOd82kcl1JB6WjbHlMMSil0XQuj2ejRQOucJqcFk7jq+HRNhmLzvbSIuk56GUdcB1CK+vbbX4TRaIY/+eTvXnMbNxo3yswea+BRVTWsbfIFKW7gplmibSm/17VN78Yt6fzSz4LFn1JpVKaGnpDfPFt400SXmRH6SQFjaozHM3Rtg9WaAQjpQ5Rkwy4FFhcKnoidA4KHdRYuCiZ5xU0mYiqxJDLtI5W/alXe8IjHQxP4phsq/y11UW2j+N994Wo9ruNnqSyXe7NwyobBSQi0evBGwVkf6+Q9lMgMTnoeeDL32bEUIOZFSgFoBeEEHADE9EtaDfmoi4CGDR1pcuL5N4bOV1WP0EZBEzMUSD8dih1BmsAPsRxQ6f9kgiPhhQe8AwLpQXIKhxgZIQT+xve9DUJJPPDAf8J/+999A/70k7+Pj3/8t5L+5HWv+3p0bYPfuf+X432UTdCyeDULm68WQ6pliKdj3Cjo4BCFyR/r15jp5Z4tWlexpUNuAcFmiSVj6C2lQ3i8aVYNieQrQ0zryJDJl6X0Li96qnEFU2l0rYXtaEFEbsxkgFiNKkit0CwbdA39ljIaUsnUsoFSxLklhUKA9zQnaE1VLTp4OGdiekVBqX71JbOmhxY9N2jC1TvHR6VrcBh0lK8ZbfDq134V1ss1PvnJj/SuUdrGU4SPjzXwMJrKKDl3n6ojYgnklSuPJlZiUyyYPitV0l7w+/P5KUwmc2CFxI7Mtk4k4MGMgbXkM8G6kPF4ivFkC13XYLncR9NQXpHRs5Sx8iIECCUSeKhiuWjbrtOxcMqBHzSlVHpoRdSCZDFlFpFyEAkiUtqkBCAi7r+ps6uoEALa5PLZqjaox3U+b0qiWTZYHazRNh3WByuMJjXapoPSCpaV4vE6ECNCpbmUaiGwwrQzT7ZSK8B5CBEZIRn9QKwvhL0kMFVKbzBcMgIyg6oapWMPPZCQr7f3DrKgThmQ+OKzRJPKOLgoOMffEwhBpMoavnde9sVfAB8CvvXU38Iv/It34eMf/y26ptUIr33t/wVf/7e+Ce/8J+/A85//MrzhG74FP/Y//93kR8I6nnx/Hg1AeHAaYohbGde9B6+yIqd/Fouh+DcDEB6DyRDRxFSyiuw0Ccf5/UTnp+c1A3lvHVYHa4xnsbqitajHNbqG9Bzs3aGNQtt0mGxNsF6skzGibakVRAigdhGRST6syeiL/1nXx/sTvEeIzKYUtJjN7tMSLjGhrlj0FGy4KBkRf+i8Htn768jUzGGd22bc9fK78LHf+uj1t3+D8axItdSjKXzwWK+RKyAKQAFQIznq4JqrRY4qawzekcgvBOztXcR6dYDReIbRaAqhDfb3L6ULoU2FqhpjOt3CZGsM2zmi89ZL1PUY9XiEup5gvV5gsbgSUTL7Z7Bbab8ix5gao9EUtmvRRb0II1/uYsgPHhCdS3klIGg1IHXZfVGkqhWlomo7BJjaoBrXkJG9UEbD1FWiEildQixG7jpL++mcS6Vkz/v8O7HaW6Ke1HAdCUi7poNtAVNXEeAEaKPRSomqNlgvIyvhPLEdQaJruziIELiybUcaEC2p7Lc4R/RgEgsktIS13NnSxBSYSAY+SedRXF+pVUqtMGgLIUDw9r1DUCoBAxYLZzBIA00JVP7ON/x1/F//7vfhA7/87/B7//k34b2FUgZf8AWvw998+5vx0z/4c/jSr/5KPO8lz8Pf/+vfSoOrog6Y1nYJEPFwXAKQ3v4PjMcQtyhulNXglg8AehURZYqkjFLsnyvCWPemMuNRLAwP70I0Kmw66q4dq1m8dVEQSoseIQTqSV2AHQlnaXHUrlsSyY9q6MqjXbcIgYT1zNK2q5bGKgBaM9vdISgFa23aF4BegxBQysJFMBUCaUJ4nqL0fakxi+N2kKB2ESECkz4I4UqVmCC+xjUrx0yfFlN83svPffrTnzg0vmQt3FPjsHy8gUc9Qdc1MLrbSDnIQ8Zc5XtM44cQ0k3NK1D+jA+kWOaJjTUepFh2aJolrG1Rr8eYzbexdXILiz0ZxZYe1ahCNTqByWSGK1cuUFolRlmBwvvho9udHleoAzVO69oGQpISWiTEH9NJENCmglIGk9k00YfNikRUzGwoRR4aIZDhFxntZHGjbS11lY2szGxninGsUAEAZVQhVKWBYjKfwrYWzapBNaoxno3SjVpPaqj4YJIyvEvvySRqrSAlrUiklnCdg+0sgqDy2nTTI8RUEOlXpFAIMsB7UaRcokOr1NCpb97hSZsNuPhBp4c7l986Z5OglB9s7yntQtuPA4EMELGaxrkOu7sX8M/+/lsSQyWlxste9jp85w+8Bct1g2/6O9+Ahz99Hv/kzX8LUiqMx1vJGElIiY9//APouoKF4ftSSkwmc4TgsVzuD8BjiCc9PicW7Yj7sfQwor9F8adgXQvjNG67ntPgucS12HDS1hHjzM7LAvAh95dCwfJqhZFWETyInkNz8B7aqOgnBLjOJQNEU5nYxNKia7MonlPSxHLwWFj1mFcpJLrIkLvY7DJ4bnxZ5XR6HEtIt5Yr8ZhZYSZEFpV2GYQQgChbgZQApD+O8PY8ECtOdnbO4MSJc7FwwmF9sMKnPvWx1GOlBzIE6HeegnTLsQYexoxQVSQwLasMWGDJNzxPTiVqzg6hGxblkSngB6VtVzCmTvbkABLq9MFhtTpA17WYNduYbE9R1QbNskG7blGNKoxmY5zU57A82Md6vSDg4i2UMMXDFlLVTU4JGVJ0RxfPUo/AVGRVjaErjen2JDE9o+kI7bpNlKKpK9STOvVPEYJ6stBxhOTeBwBSkdX5cm8JqajxEoMODttadE1HBmFSEghbNnE/CAABxGo06wyCpKZ9AYBWdPDWpe2aypBRz5LEWckTRQoIj2jDHsERZFKOU/pKQ2kDEzy81+l8lQ9SRu8hVSXxw8qVS1LqJCROgEPEzrgRcPoIOHw8biBXmwghYUyN17zmq/GXvuFeXH74Mu78c8/Fg5/8LH7yH/0AvHMEOiZz3P2lX42v+J/uwYmdLfzr/+e78Ou//i8LO2mK25/zIvy39/xVuM7h//yNn8KlSw8/CU/MEMc9HhdYuFlg9SrsRs/duUj18mfLMTr7E5V/aBxnZ2ZubFku2hDHNAYcXKFCwlHWq5Gvh7OUBtGVgdYqLXJUEyv6BBkfVuMKLWjcYUF8CNm8kX+aKu7iKYizM7OhEgGyKAhI181JIHgEHudkHtd5McSp5FKHJiWxtbmDd36PQUgfgPjeNjhe8pLX4vXf9DVQSmHv4h5WByssl/vpWhyZDfgcG2seFccaeFRVjaapDhmzpO6sIjdLA3J+jliO7J8BIF3c1FStAAVsBjMaTWPVCd1wXdem9/f3LqPrOuzcdgLVqMbqYJU6tVajCqY6AbM/wnK5B87b8WTGv8srXQEJXVWpxLWWYxJdxnpz1mBU4xrKqFyzLgWc86jHNaVYYkMkZjSYBZFSwtQmtbNn5gCFJgQAvPWJwgSAro0GPD4/4K4jKrNWEs5a2Ja27UOAbW1SjDtL/RG61sJHX5DUQ8YoyI6s1EkbUqFZNVTlwgJUHwCUaQ9iQJQKCD62x44da6Wj7fjAoILOrVYmvVYCEyl9vI4MAintwg+5cw5SAggeLq4UpHDwcfBgnY/WBl3X4md+9Cfxqr/45VjsHuBnf+xf4sKFB1HXE8znp/G6r/jLGM/G+Om3/xT+p7d9O3ZuO4EQAl72stfhtV/2evziT/846nqMv/53vg8v+gsvwv2//Dup98MQxzOeCLPwuPUUV/vYk9ir41DOvwQXBdigtzLgEFf5HL/PXkYqMrkAkqCUxabcgZuASBb2CyFiJ2wZ0yzRi6gyGE2pGo/7sXjvETqquFOG9GeL3QXa+D6P9+yo3Kya1EmbxxECThJCBkiP5F0hpIQM7EKan9cyjcRgyXtKeyulCIQkViMzHkBe1NBiKM5vzJREYHHI0DKV3Mo0T3GEEPDAAx/Cwb++TBICIbC/dym9l4OqC/mc5O8/eeW8xxp4KGWgo024iVUEAFIFC4uWcMRDAaC4kQABWaDTsPGeSD4dRPkhbkdFUEI3bNuusXdxD9untzE7MUOzbNCsGnRNh/FsjO26QnVQ4WBvtzdZlReXkL1KKRIWfJpKA0JAxwfGVKTN8N7DGtuzKQeoYoRBhNYqjVOkXwiQSsLUY4xm43jOaHI2kcng86Mr2ocm6jP44SB3PxKMlrbstrNQRqFdt8l4LMSGcVJJAhfeRyAR2Z2Yg63GFbhBndKKjMb44ZOIAk9a9QCAgwU8XW/FjFcEWD6yIt45hGgG5nzW2pRprs08Kv2ehAxMibr0kAtJ15xBq/cupuAI0Hzi478FbSosrizw0z/6E7jw6IMQQqLrWrz2dV+J57zgHP7Xf/4D+OK/+Eb87r/7Xfz6r7wTJ06cw+vufQO+4hv/O/z5L/vzkFLizjvP4f73fgQ/+84fwt7eRRDfOaRbng1RDvClE+6hz13nfvhc0nOH9BgbPak2e07xgo7f3wQb+bN5MdhrKyEkpOpPR5JTGEnzoXvbguyzKN46BK2ikD2LynnRlViPQA6nck1VLFprMgDrLFqQ1oyPwUcX0zxukMgciFN8EEmTQRWHniwVIPrHFhkLSCTGFkBMG3Pa38f0cuzJpfJ1TELUpFHLPW+C96nqLjGzoZ+24fNw8eJDuHjxIbqiKbV1VB8rAh9BhJzWOUJjQ/v3+BmRYw08qqqGqWqoNps1CUFeHnzj9FgMgE5eCMXDkUtwS10IswC8TQBo2xXVmFcZLHhvonsqsyBr7D4G7Ny2g8l8gmpksDpYw3YW49kYpjYwtcHepV268N6niZ5tzrlRG4EAchVVWmE0rVGNanjvkymOlAKTOXWUZbc92i+fGsDxYbNoMziPbt0CoyqBE2ez6Y3WGqNpTWJMID6sJOBipD6ajOCshbOFqtwFaEW6kfHWJJnxrBdruFVDvWAkgQ9mQZSmahltFACiP+EDJlt0rrqG/EGcc5BGA7AIQSWakwFA1uA4hKBABA4NdPRaV1yzvM/0//KBUimVRg+4hHM0+DNlSqZGsrd9cix00Viowsc/9h/QtmvM56cAAPd+7f+AN77pq/COf/CvcM9X/Q940Re9CP/mR/7faNoV2naNd77j/wVdaXzVN/wl1Frjo7/3AP7ZP/ju6KArAZBh2hDP3OitKBMQzqtWBhqbk8T1AMaNMC6bKedy3CsFo2WX7dS88iqLu810dk5jFynwxIzQ5CwLcFHuT/94ctUeQKaHPO4hMiAhhMhYOIymVPHWraPpYduhieW1iUXWGvV8Gkto29inhVLFLrIeXA3oCn8hPk80V/gElBxyPymkc6FjeT5VNdL7BahATrGUFgABAVrplMbhyjulENMvvDDyaQyihS2N6UohfefLv/yv4RV/6TX4l//0H+Py5fMQQsPajn4l3UfMvgPeF7KEq91mnMr2DikPdZ041sCDlc9c0cD6B60r1PUExlQ9ozDWDzTNMl2ooxG5SA3XOFhUam2H0bSGrqgU1XYOysUJumMU67DYW0BXOvUQaNddZD5GmJ+eQ2mF5e4i+W6Y2qAeV3CW3D5FTJsEGyAE6RmW+0toraCMRj2poSMy99bBxQEqhJBSPF6QZoOOnyZ8bncvY/qlW7OJWV5UlToNoXNPg67p0Kzanpjr8iOXMZ6NMRbjdA0ApHQKO6QKIdCsmvRv/h0dVyG27cg7RKvMkGiF6faEzklMCy33lqn9AgMOY2ooqdMkLmWXVgRKxYE51HD8QML3XAC1rhKgYn1JOdixloSDBGGHB3PSieTXZ7OdtJ9f/DVfjBfcdhve9iPfg9/64H/Ge3/6PTh37gUwpsJyuYfFYhf/nx/9J1jtr/Cyv/gF+Ltv+qbeAI2AAXg8Q+MowJH+W0wIm6xc+drR2z1KACqO/PdRnyt9NsrS1/S+kBt/57G0XOgdNb5mUKLS/3tsRhKZZv8lFd2UeRGVjtN72KaDim7IXSzxr8c1aq2jWDSOR0qhazq0TUfscSGE37+0R3o4XphK1oYhdtxGMk10jswaAephJUTInh7KoBNR34ZcucPjVUDRQ0UgFS3Qfrh4bvo9wgD0q++Q9Rubmo9yIZQr5zxOn74DFy58Bo999kV4znNehPn8FF7yktfi137tf9m4b4gFofQSgQ8hciXOoWB2CVyhd/041sBjOp1BxAvXdWtwzbdSOsNiIHVvJZQoUNeTqAsh74y2Xce8PdF9VTUim/QxIeXgPJzzsLbBZDbFdGeGalQlFoD6meQJq2tadK3Fan8JuTPDeGuC0SwgOB9zjyNMtiZYxXQMT9Le0QXUJlbPdDY1aQuKJkYd9Rbee+hqlCb0dtXCe7b2zTlG3nelJHl0GA1TG4xjikUIJHMc/nzXtFRia2RkIuj3RpMRpBTJXEcbjZ0zOwAAUxtITWWzQsmoD2nhXYDSMjasq+kh5gfGeTTLBlIJ6MpAqkj/CUQmIcA7KuNVRqOKA4HSpGuRKxq0RlMCd2KXjsHabPSTH0wJCAklVdJp8HEBoBytUFCKBteqGiU2g84TP4iZIjamThVKTIN2tiVX1hCgdZUG6l/84V/E8tvvRbNq8R9++T9gd+8CQvCoqhGm0x2cOSNguxa/9Z534zd++X/vKc85r3zx4p89ac/OELc4eELhgbyYYEpmo5x4Uvm3OIoa581dH1hsshvlv48CGz1wkXQZ/S7bpWajByCK3zwKcGymavg5Cwip+SM7TqdTpjaqZmRu8uajkWHXtFgvJMazMYL31FlbCHRNh9XBCojjpDIKVW0ARDFqBEA+Mrm6MpBNB3QxU6KoLLdtOoSU0nG9Y5XR8dlFrRlXr2RmhNsvgABWCFAFoLvatcvAU/fAhpKqEMv7mP41CMFD62ywdsdzX4wvuvuLce6Fz8FXnv4GvOtf/M944cteDPX/02khntO5JKilxXnBfl0lnZKAyQ2WwBxr4LF9Zgfmco26HsM5B2e7Xv6LH1AuP2XkyWrpup5iMttC13Q4OLgEKRTqeoJ6klfvwWWXzp2tHYznY0y2JlGc6aIzXpzErIsMxiwNENWoQjWuwPlCG1XSUpJpTXAei9g1EaGozIkU3Xg2TgifUX9C3dal3inci6BdNdHWl3sK0MNhdIWqrlGNa9RjEr8KIWBGBqPJCKPpKOovQrQVDj3XUnhG1wESxO5460hbYkgJznXy5QotVWoUrznrIvuiIQRgrYMQMXXCjIf3kFJAaJWqcQCkc7kGWSArQ5bu5fbZaIxFwaUYK4QA6V3S7JRusGkwhSArfe9oQBACdTWG0iZ1MOYUVhfbX3vn4Hys5wcJjterAwCAdR0Wiyv4tz/805hOd7C7+xgEBJztMB7NoE2dBWXwqOvbQY2nugRoAjAAj2Mah0BC+f+rAI7N722mS8qJIE3AGzqMTXCzWea6ub1SFwEU7MaGSJSBNY+r+b3DOro0nomYymYGWh5mS/J+ChCb3WdDEhPpA6Cim7MuXJh1BjNS0fiijUIbTb18dDBtlg1G0xHWscklpYmp34s2GmFckTdTZ9FFO4BqZNC1AsGTLYGQkvRjywbeS8ADAXmRopWBkx2clBCexpO+U2k/rcHnSpaXOZ6PkhFhvU+/8iVvT8rQY0S899Dxt6ezHdz18hfg4PIBPu/Vn4dXvvIrcefn34nRaEppetsmIfumRia/1k9Tb95Dmx13rxbHGniIuPoGqKKhzHUBhRK5VzdOVSNKaYjYibWqDSZbYyz3V2SXG29oAKlHCRlvVQmxk1hSxAoSkUpUOTVw4TMXsF6ssTpYkT5jMoKuNLxzaGKDIm0UpjszSK2w2l8mvQSA+ECpJMakBwQpddKsGuw+tgtvHdqGylOVIZEUsTir1LyNG+W13RpySUpxWrEbjGZjtNMWtrXYObMNU1cbA14BGJxLvhzcJ4FfX+0voZQiT4+oGQFyfhQgepKMegykIgEqNaVziTFCa1MNfU5d+dT8rp7U0StE4eDyPoG3EGDqCpP5FN4FLA8WidHqYidhG9MU7HzKKTkeRDfz2gAxZaPRDFVVRaM1gxD1Ndb2m75JhbRasrZDXRvyZhECdQjJ0n1v72ICFav1AYwZpbz2ZDJHVZ1B26ywWO5F4EH3hDHZmXWIYxzX1WMcnR4Rgid7TmXECT71bVJZo7b5/UJrsZkSKe99XqyxHoB/u9yPBDZkH2xspqzLiYv3X5Rj8CGvj6KkNi4ElCx8i+LYpwylUFibZioyDRtNR9GJWaEa0SJIGYX1ghhVISW65QrrxRpbJ2awncP89DacJXMwqUgjt9xfQggRF7I0/oxnYzSrhsCGdTSOpUaXtBizoQMCC0ctWTfI7FgKdARQomgzE139jq4havXKc57PmQBQ2A2gEMMXrSAAkwCJ954a7AmBCxc+g9/8t+/B/v4ljH5tiitXHsUv/uT/hul0B96TN1XXtQm48PZ4W/3/U3EAIDb29VnAeABR02BtmljKG55Kr6r4/0LMFCdxnswhyP9i+/Q2Lp2/TJ+PE2Q9qZM4aDKf4OS5k5T6iKJQpVVKP+xf2sfDf3oeq4MVmsU6AQmpBJplg+nOFKPJCLXRyVdDVxrzU3PUkxqLKwty04v9Brz3yeTm4PI+ZNQgLK4coFm3qRoEklIV5U1BGhWTVNAA5UJdpOImkzkAoFmQTXs1rrB/aR/TnRlGkxFUNNgBCvvgeF4WuwtyJI0si9KKQJKhXjEMGGznUrmu0lQtwxoI1xHAaJYNutbiyoUraFZrhOAIGGqTqmX4GJVSWO2vkkPh7MRWPF8kxpVK4q6X34Urj1zGYw9dpNSWrlJb6hI0EmCyieXYfJDH4y1M5xMoQ4MfC85c52IahZgW76mp1GJxBavVAZztYCO44YnAxlWEc5ZWKxGkal2RaMx7hODQNCvs7V0ECwpHoym0Nik1OMQxj6uAjrI65WqpD61NXDDkXk+Bku+JjXPOJmdkrpq7GjBIv1FMFCxeTE7L/EzEJpnld1N6pKfNUOneTa9t+Cf1vrchWk1ltZwaj9oq3nelqJeUNhpexdSFpmZwvCikZ7WD0jItFrmlPWnGqDjg4MqCFn/Rf8jGJpeIoEMbHRehhbdSrOLj/XHOJZNG5/rHBzBTkVMdWpteJQqEAILsXX9Kk/RZg82FUSna7QOOTZYsVvPE3jchBHz2s3+MEDyuXHkUznXYcw6z2Q7atoGUCsa0hftzboi36XGUwVH5e7kU+HpxrIGH6yzadQNuOVxXY7Rdky6OUgaVGcEH17uBe4ptSbqEekSr2pPnTuBgdxEFn4ScOUxlsDpYoZ7UmM4nceVvsTposHthF6v9JZb7K/K2iMCC29KHELDeXwE+YLozg6oolRK8h9Qaszjhr5frXvnp4soCi91Fr1rFtjavfgql9cHebnRblWllwukB9i2xtiFgYhS5/nnSqSyuLOBnHvWkhq00rRKiW6kDYudYxHb39MCZOjZjYiFpojqR/EImW5MkKjVapxLj5f4Ky70l9i7tolkv4AP5ZbCDK+V3NbSuUVUj0vE0UbB1QGW+s+1ZWjnoCJKaZYOtk3OcOHeSwMxiHR0IfdoPFOVxbHfsnUuU8fbpnZRmatdt6lYJHzDdnsJEm+W9S7vY3buAtu2LZhNIiIOCVhrOO1RVja5rYW2LrmtjI8N1GkjY2bAsB+fJh7tgDnFMYwN0XKsUttRZUDuAGtPpDqqqTiaGxtRYLK6gaVaYTLZQ1xM4ZzGdbJPgPLJ91nW5vLOgwcuGlfT/flrHWrpPy9U10E/TlOACQhagI4P5MqUCbBg3htBnbKRCZUaHhKa0UMipFACJqUQIaNZt8i8yIxMrB6v4ewLTnSmC8zjYXVCFXEx3r5drjOWYSmor6k3lnMfqYJWqBru2i83oOgSfz4NUAraj/7P+rFkFONf0zquASBpD0iGSXgsyp77Y1FCU7HyxYGQGil4+7EZajhXl/cNgju+Z8tzzeXXOwtoWxqxgTJV+zzmHrluj65rEvJJglRybhXDFvUHAtDI1JtM5Ll9+5Kr3NsexBh4Akmh0PKZOsjqmW2jFr7O7XAixS6xMDIWMqRYzqpKGQmqq+gg+JOqOJ30WI9nWJoDRrBosdpd0s8bUAV109IRWMgqgmnULtVhjPBujGrOGgqpO5qfnGK/H5Ca3v8TeY3tpuwASEvbeU5mlUGn13HUNVss9uKhLEFIRxQZy2BPxhpFCYTQeURM2TdQhC1m7psXBlQU1SvIhgTJO77BrabNsIESD7du2cXD5gM53FJzazkKb3DTJdRZSCjjrsVyQz8niykFKpVjb9i9ocb5In0ErO2nIjjwE6hbcLGlAqEb0sDSrBtP5JDE/zjlM59lJ1nYO49kY3rlkYta1FkJJ2NZCG6JopztT1KMK1jqsF2t06w5VbVIV08GVBR596CGsVvvxWrhi4JRxpRltjYVJA4UMOj7ELdbrRU9jkpwLIy3LAz0/6AAw8B3HNzbTJyWNfVhrEVf9MRU4Hs9Q15M4uWRXz63ZCezsnIG1LabTHaxWBwhxgVUKoHPpJT+THl3XwkU35FILxqkWjq5r0LVrNO26V97ZAxk9qr3v7cHPRXqtpOHj/a6UTqJ+MjskMamAKBqrUYmsSnqv2Gk7hDhO0dhMBooO3bqjkv7ZGPW4xmhao1k1yd9jcWUBqQS6zkFrha42ScRuKp3G9W5Nz2jXtPQ7SkLG85NMECMr65xDPR5BawPbtcVhevi4GKb0L7GbZUl/qdcoq3X4+yKW9lOwPUBIKeNNwS8z/UZXUauWy3wzcDOoTI2AgLZZobN5QdR1TUzNN2jbFY1bXQsXU8SleJ/ZMa0NqnqM2ezEMx94sPtc7cfppAGAimWNXvhULsUholCT/STYdIuswQWUIUq+WTVJuKSrPCFQFYtLqHl1EH0qkm4jl2cdok3jb/IkX42rlCvkFTZVeORtID543lPzInbK9N7Dw0PBo20bNOsFmmYJH3wqMfZBQwadtB5CCHiQwLUe13R8kv54H6h3yrLBQi8wno2SAJTZFVMbjKK+QkUL9J2zO0msRRbrXFkSf1NJ+M5hub/ElUeuJDdAYmls0lkIUJmZtTZRkdZ1cK7DctWhs6PetRQxT0rGPw7tmnQqJup1dMz9kmYFUMbFwUJDV4ZKjuPKYjQZJXEsfEigI/iA0ZS0OQeXD7DYP8D+/qVeXrZ88DlPTdc7r3qc69C2+SGm72XvmZCEpRl05O8OrqXPlDjKhyOEkHww0gpVamhDoMOYEZRUMNUIdT1OjdO0qTGdbmM22yah5GKNK1cuEAsbx0EpFbyzKdWhlIIxIxhTJ0DAImzbtVEUbWOuv4miQ4f1eoG2XWO9XqR9zmmSzGRsCguFEH3dSZFmKRte5m60Jgn/VTRWlFKl1GpyVPYeStDrtnPJmTkUFXMuCt95MudUiW27lHYJgbw+dGVSGa0o2BYV08m6imlf7kpeuC/TmE0LtBCQ+sFUdY22bdF1k9gqgyftNpb0ZzF5ZipkKtPPqRMZbdXZvyOfThLGE0vkvIWSGqPxrEjLxQpORZq6sotu161JomCpH5jRVSG01+QCHa+L0RVs1SX2o+tiFUzUsPF9W1VjTCbbN/QsHGvgwc52pq6Sm2RMwgGByyjphi79FQCiykj1THa7UmVqTxkF7fJFom6tLt0M1NiMBJDtqkmUU9nYiBTZuQQr/W5kW7rWJt0H5S2pVXPbdPQwGI16VJFpV2RcmJ5nFAwATbNE0yzTKpp+28RJroUxFU3wyqCOmgEAUSRaUR4zNYCj9NXqYBV9P+gGY+YHAExkGJTROLhygMnWJFaziOTvwbX0zAAt95dY7C4Syme/DGNMfDjz5OqdJQdDCciiw6xzXVK5hxDgg0XbIGk3QgjkdBoHG1NpjGbjpDeRUsIje4tIScLgejpKYJHTKja2zA6BKnwe++xjWC730MWVixAKfDttlhWyfwHrWZy3aFuLtl1FkaxJNHNWuaveZMR5YERGRAgJrYZUy3GOElSWwU0qeTLmppRVNUZVjVOPkroeo64nCXjM56dgDJXT68pge0I24FJKWGuxv3sZTbNKLC9AYJj9HSiNQxPNeDyFmG2lhRM/v13boGmWWK720XVrrFYHWCx20XUNuCS0pPrT74DT2JvupoU4VZQVhpH5iCv1yWSOuh5jMtvCeDaG0jK7KTP4cNRQstKK+j7pQnQqqeRVV7QwDY46be9fPqCKvbi4CD7EnlHEpFA1HV0nYk81pmGSdGjE4LrEwHBxgm27pOfz3pMA1cb9qwhALha7EXxwmb+Pr4mNc2RyhVuhswFyb5hSh2NMlcCGUibdJ9P5jI5fKzhH3lC2tXHx6mI6zEEKBa0BawHhaXtVVac0X3mNm2YFKWRqJbFc7KFpV6nkfzSaYTrdwQMPfOi6z8PxBh7Rn190AlrXh5A+B7cq5xV4yURIyVRXNtlidOyshxAOwhSN1CRNGi4+nM75tB3GPABpHCD6Vc3cHVZKAjoqdmb1zsFJQtLknNehXbVQRmOyNaHqmMUBrO0SRcoPOVP2bC5FTAsd+3rlsF7THlQVGWjV9Tj+fwzpHNCSPoJTQVy9IYSAsxbrRc4jHlw+SMfKLqasSXGdSywDQNTjerGGbTusF2sShsVyW9tZrA9WaJom7TfRdh2stfDNImkhSoW9UgqjegoIomGraozxbEpC1egm2BaN6bqmQ6joXHGps20tnHWYbE0w3Z5AaQ2lJdp1i3pcoxpVaNct2phC2714hZgkbyPwIaqzqka9B5NXWqVLbhMZjrZdx0GijisXm85RvkdzStBLn9IvBFbUIC49xlGmz/j/AKdfVargYD2WTKt/k/QBbGBHoCRXOFXjKk3M3lPqcTwbYTShZpFXLj3Wm7yI8mc2QWeWwgcILVO1yHg2wkROINWpJALf27uMvd0LWK72sVodpO7dpYh1k/XgtA/3xyq1HpwOV0phPJ4n1qOqakxmW1TiH9sn8L5zVQ8bMyotYQVVCHZNFz2Sxmmc5fGVquc8LewWa9z18hdg77E97F3cg65Iq8ZieqkVgvOoaoPl/qrXX0oZek+ODHkJRWdpXmUKx32vmJUGjJGYYjuerw6sr9GaKghXyz26L4pGp5vMp/cOqkjdcuHAZDrHqVPPRTWqYSpipEfTUWSwuzTesS5QKZIaeE/pEZ5TRqN8Peh3qQrROYvRZEypqzGN+W23TotcISW6roFWBltbJ7Czc9sNPRPHGngAVKlhRgarxTK95r2LVRFcgqYT9V0qhvniatNXXUsliEWx6zSZOLjcZwQyre6ljFSYyL4fDDoIYGSgw31PhKRJ2FQGUgo0qxbdlQW8c7CdS91tV/tk0TnZmsBUmgSZi93kF8F9V7yz6d99V0Obcn5dRyt1Zge899B6DmF0bPHuoExFgEdRRQ9bw3OKiSbzlpT07PCHrIYfTUeR4uQ8K4OK2GAupqi6poP3BJaU1Aihw2KxB+570jRLtM060Y5SkjrcWVK5a00P3SLmIgMC6nqM8XSGZrWGbbmRXMBYjKFGKgnTxifH0Dq7KnK5szIKuspugc2SRLhVVWUgGnu9VNUoidf4HuAeNz6mtdaLNZp2lcp3s3DLJ2t3KVTqI1OG6JWueXCzrCGOd2xOJuyJkdInke7mRRLR15Qaqapxag2vpEbXNkkAuNwfJV+h3B/JYzwbYzS9A+vFGu26pSqPUQVtdP4cM7rRBFEqan3gfIDSgAvkIDw7sYXpzgynm7PYvXQZly6dx3q9wHp9kCpoOPqlsllcWjKWShmMRlNMJlupKSeAHujQhlK9LIRn/QPbHYg4voZA5osmjq+mJu+k4KlRZfBI4GU8G+PcXefQrtqURp1uT1OaBSFE/ZuCi5M2gJyuCQGT7WlqMRFCgAbgfWxEWYloiihRjSrY1iZdiq402nWTDCtN1OCNRtOYzlr1SmmJ8fBAAVKS1kZIzOencOLUbdg5Q+05XEwRW+vgOhvdVum8cgdzhJDcsW1rMTETSCXRrbs8hzhPfk2SbN6VUmh9A2MqtO0KwXs0DblEB08miFx5x/YW14tjDTx0ZVCNSBRESlvZE+eQCQ1RipTnp5OidAQhmvJ23gUow2wHkiiUP8crU14N8KRGjIWAlySc8tFivExdiPj7QoqkjdCVjiWoxDLsXtjFcm9JuUdFzdE4bGvTzTua0ACzXiyxWpO4MUTKnnUS7GXC7wFImg+lVGKFfLxhuq7DZGsKLYk2ZECxXqyxVVfUaTZW0jjn4g1JnWvHszGcdTi4fAATTc1okkYCWOuDVeq1QkJWLgkTlDMUHdp2nZA3K/BNVUMKGfPO2TMjTdJRrOaLTsHtZfLImEy2gS73SqhGFean5jCVTgCEugfbVA7tOoflconF3oLK8RSVy3Lutl03WOwtUI3q1PuBQRwPdvQaWd1LrbBeL1OqhD9rbUedbyXT3iQdk1olsFqKwZRU0KY+lCoc4vhEKJxyy/4mTI/Ts2kS6FBKxeaXZfuHOrEf1nXEWEZ2Tcd0A1XZRb8aS4sY5xzqUYXJ1gT7l/aw2F2k52+8NUn3t5n1Wx4E72G7zMixG7KpK5y983acee45XHrkEg4OLmO53Mdqtddj8Db1bbmyghienZ2zxfik07FM51ukL4tuyszGyiqnWtJCLqZI1VihazuYyhD76mjiNXWVUigmavkWews4a3s+RAAw3Z5CaYV2RZUsPGlTAULhKioE2lVL3kV7S7BbNKd3AZpfQhdtHtoutbiQksqBV/s6sQnMYM/np7Bc7iVQkheRKoE3KUj7Mp1sYzrfghkZnDh7AtPtaRTNC2ABBB+SyF4IgbGk88nyACFiKjqOY+SuKlMVD0BzpRACCgq27cgnaWuC5T4t/mjOIYdwpQ2aZgmtDGYnZjf0TBxr4EEAjisnNLgpDk36KlGKrILmwZ9vIO9C7JLK2xMJuDhHub9qXCWUmD4TnynX9VcwZVO20mAHQBJqSiXSBRdC4PIjl7H32C6Weyss9imVYQxpLxgoATSQcLqgHo3SxeZVBICUK7W2S3R+6crJNCgr4wEaSGyBjsezUQJjzro0kdrou8FKb46uaRNSZobDOYfF3jKVr+pKAy3pR7is1doGStExcLqoZFBs1yZBFB0jT+zsxcGdGDODQK8HXL58HuPRDMaYeF0I5I23JqlF9mg6Qitp37umw3J3gYMriwSw2A5ZV/Qwjc2EaNz5FNW4ihb1BMjKfjRKKcBamEpj59RJGDNC267A/V7WqwOsm0WvhwLTyyz6o7STS2V2Mk5IQxzvKCcQGY2yGHxkQ7tczWJMjdFoCmNqTCbz4t4P6X5SKlblCaQVe/l8CkGVdJQ2FtHdmZ6b1YpAiDEjjGdjWhApakZJCzWqdhNSJsreWUfiyXGN2//cc9Gtz2D/0j4W+3vY37uEpl3De5vE9elPLAlnEAUgsTw0TtNYpLSM6WsL75gdKfqyxHR2yTgKKVCPq6RJ89ZRl1mjoZSEqKgx5nqxTosKzx2xa9a80XipjCIdho+W6rHCjz+zXnIxgcXqYJ20FizuN1WN8WgL2lRpHA7LgOVBfn61JrdoAMkioG0ajMdbtBhsGzTtCrk6jkpVR+MZtna2qAUHM0KVSWkU7zwmW+PEXBEQpTRZ23RY7i5hrYXW5HsSgk3jbhbLKyBq8HQEf1z15yyB2HpMIHix2KXO2V1Djt/15IafheMNPApDMGPYQIuFM8VNG82nlJaJUhPRGMZaF/uE5F4CTPExeoYg63NuNe+9BzUGpIZtgI1MQPa+oP0SEX3qxCYwoPDW4/Kjl3Hp4UvYv7Qfa6bbSGMtUbdj1KNRylUC5NwnQSxKbTQmW2PYzmF5sI/9/ctJ5APkvLKU0dVVelSm30VSCJFWCcpQWmp1sIYZmeTbIRS1h6/HNVxHJagIsQJGKzTrFlyizH4ZrCivYvdbZnC8I5BobYO2bZJXAHd1RKA+KgwM2Y2RUjk25aS5hFpKpHJUKXVqFjgez6B1nVJDexf3KL01JtdTTgd5q7DYPcDqYJ06UUolEIKMtvOkes9ghZoDjmdjnHzOyeQhYKPbqu0cudh6SY3vOpeOjd1yt+YnIBcai8UVhBCwvX0yDcDE+HQIhaiWr2kpXB7ieAW1Oi+ElrFclsEHMx0MQqbTOcbjeUzR1TCmovJIQ2MHV+BxqqF0WuayUB7/ZGDdBqVHhZJoVmuU/Te8J4peLElY3zUtpWRqcjamviPk8Ok6NiajRcBkTlop253G7oVTWOwukgC1LJUn0ehWYkXqegxTV2jXDbqWXEHbtk0Ge8SMyFS5yBoNZhgVsx1KYbI9QfA1lPZQRsFZOje0IK0A52M5bjwX8VlSmrphJxAyrrDao/Q2i2x5cdAsG6zZDmB/D977Xlk8M7ZY7eNg/zKqeoxRPU0MNI+5dA9IODdNx1iNiUVtmw7tmoCgjmkNTklN51NsnZxjMp+kYgdOA0lFLHNVG5hRldIoy/1l9JeiY5LRaFJpia7pwOZoAOJYFdI5rWpDTTtVrmzsmg7L/UUqr2XPLGasnLepx8314lgDD6WKahRFAzvhBJ58maoS6UEVoJuqTJ/Ytks3NAtyvPepqVs9qeEtmWuZOiJMSWkdRsPClzd07qIodXQ31TIZ3DjrsHdxD4986jyW+yus14tk+c6reGupgmU62yF0G5kN3i/SlNCx1vU4Tcq5R4lF7lJYln8WLIrr0K6auNJQaeXOwMHH9IiMFKSUIjWXMzWdl3pcp866ECLlmfkcUpqFBg1rbRSUukI86eKxE/XI5abZ2IZYgOlkDiEVQjLTETFHPEttsJMwKzbG8z5QM6cABH8ZSiuc0DvJ+6RZt7EvDQ3MKrDGg3K2SuZmUZR+InX7YneB8WyMs3edxXQ+pXSUy9b1+8nbRKIej+A6DbZ79tZjNJrCuQ7T6Q6xQZ7EygQUfUG1hrSCPaoiYojjEcbU9Nx6l7VfsXpFaUPptJhG4aoEZgqY/Voud8HlkUoZjKcTTHfGsd+RSMykEIL6NbHmLPYWAYgZmFS0qKCeUT4CeRpLePVuW1rNV6MKk/kYo9kY0/k00fHccJJDSInxrMJ0Pom+RqdwcPkAywMqw/XOoh5N43F7bJ/awe5jl9Gs1miaZWL1gJiqtbyYkdC2xmJ/D22zTuJUPjcM1tp1g+nODJOtMboGaSHJTTcBYis4zRpCoAWglmiWDVkDRLGojuaJ9CxS0asQIlX7tesWbbtO9uJpseB9Mqps3JI0EKMmjs0qpVRY1EsN3CqwlcFoOsLWyS3Ydoyu6VC7Gs5toY5p4sn2lBZynjrtci8rbnLnfa6+XO6RrxRre9hochzTaaRPyWw9p79ZakBMkeplCUIgBnw8ncC0Bk0TW1EU/V2MqXsVnNeKYw08AKQyK1MZdE2bJv/SLMVUOk02IprMVKMqnWzvA3xDYkhWMNOFlMmBVGkFLIHxbJRyfkB29ASK+vwQUjrG1BWJVWPFh3ceu49ewUN/8hAWe0vqqWI7WG7oFgcnpcj8Zb1ewHYt6smYxKhKwsuoPN8ap3xjc7BECAFtu07gQkrKFTtB1uBUiVEl0SSAVInCD7qJniXKaHStTVbnpHWJdfCdi02VdHZS9T7lFW1HoGO9WOfcc9MBPqCuiaZbLh2qSoGFrrUeoWvXSVxVsgRMzVbVCNsnTkEbTblIH6IXioqUIFUD8aDofUjXp206XPzsY+iaFtunt+M5VphsT7HcXcBJAcCmgckInejp4DyEyiWvrnNY7i3w4B8+iNPPPY3t27bhY7k1DcLjxPYYKYsqIYfGNlBK4tzznkcC5RBiLt0m22UOKSWCENFqefDzOK5R1xMS5fHCROkENLTS0KaOVVojbG/fllKH7AtDBl9lqb4BN0Ccn5pjOp9CSIFxpaO5H5JBn4gjfIlb56fn2L98kL0oFC3IhGD/oBAXLBqrg3W0DSAx5nR7Chl7Mcm48GLxJABM4sq8u73F6mCNgysHqVoPAGYnZji4fADn///s/WnIbmt6Fw7+7mkNz/C+795nPkkq5m9rTEuroPzLoiM4RGKkg7b5khDEhmA+RdAoQminBLsDIiiRSL6IQTAdtD/4QSGgkSYgSdA00ihqJzH/pJKqc84e3uEZ1nBP/eEa1nr2qVTtipWydmevojh7ePf7Ps961n3f1/W7fkNitRg3RdwsiVWAeEgAJ5zPxGcT1EiKsaZp0bVbxNhpzta7X/euEuFdcLATodVKBi0Fp8OZuQ5UULSbFlsmjJZEqEmaoqKZcYp4eH7AeBwQI41XBLEVT5+yIokbY5BLwul0h5wjFYvWAUwNIFktISApFfb3iEgx4fG7j9HvemyuNsoL8YGQGUoy5waFwzTJ2r3F+XDGdJ5wPpxZybPsowWgwtFTarhtrJqlpZhR54imp/2qaQN8GxTFzrlos10Sjcnv759hGI5q2dA0LXa7R7h5/Cb63cuNW17pwkOtdfkDD23DEifOYmGoSC4hErrgiQHdBOUn5EhQoiIVzNWgECFCBQgpKXpQ55hovmqNErHWpCoZvTRtwPZmh1oqbj+4xUe/8hGn2rJ74MrJrml7iM+DzPhrrSinDGCHpg0qGR2OgyIDxlhUlnzKYl7zCEqhBa2haanRVMLKhVLogt5PMgNzamLmg8M0gDTvqaDpgm5mlG1AIyGxG3aesl4yb1I+0KhrHmZlRueSUEpSKNkai35zpU6KAFfRQrR0HqfDAxnlbDdwXFAKScxYi9A1usnJ5yG8lMPtA55+9ine/W3v4c2vehOhDdiFrY5JsrOLXl/kc6DOScZmAHSjraXi7sNb1FrR9g0iE4EtS4eNNRqSJwx7aw12j/bYXG9wvj9jHiflFqn7aSJPGnFFNcaiaRbr/tfXq3W17UbRR8MjRB2x+KDFdddusYSKLdJ9kdKKAZiMXWoumE4jmfc1LWqp6He98gYE6RDkY13UX71xhRyJrzGPs66BkjKsBULboeka1FKwvdpgniLuPrpDLQVXb11jd71T6fyFlNzR3ttuqIN/66vfwjxOyjN49plnOB/o0JqmgfenZRwh//X86/P5Xu/jMhq6VILFNKNtN7DW4umvPsGbX/0WNY0pIzKXj9Q6kkXzcSVZ5QbKGKPFhhzy54cz5nFmJHSJtw+h1QwTsURfu37WWnRcIp/7+trvH2O3e8QN44C272AM8PbXvoNu22n+zOnuhPE8klFaKeosLeMmQTfk7EPgsQpbIzhPBORaK0pgIiwCc/go7VyaTlEyyhkX5BxkxOd0eIC1Dn2/Q60FN9dvIzSt8oS2178VCg+BdYxBilzlrljPSt4Lwqg2aPpWZa1xThgeuPq1S/yyEW02XzkXmEQ2utYRrBk2HtY2sDkTj8TM2l2vn+mmDej3BJ3ePb3Ds888VZfNOYq/Q4cQOKvDUM6CjE6cc5jnEeczEXkEuQihRd9vkfMiu0w50rx3lbhKXx8UVqXXV9E0vRKxwPM8ukcEp46nEdurLbptp52B4wO+6RuWG2dFmGh2PLFpWObRjUetCXMkcltKCTFSUZFyVNhRMlksw7HSTdDi7hTuk9deasZ4OqPUjLbdoNu2GuZmLXc4OWMeJwzDqHCgdwFN2+HuozsYY/D4vcfoth12j/Y43fF4pFQOg1rY/c4T5ySXrM+cQLG1AuNx0A2rFCLipjnxs0goEBVjFi506K96nSkLKVdGf2SD70kmXCscPwfm5RDM19dX4NU03dIc1ML8DvHqWNCPq6s31JxJOWp+ydlwjnw+2r5TzpqMN5vHjY4gJKskMZkbwMJNY2dNYwzFuleS68dpxuH2iMivOXAQZmhJIhkqIX1xyjjdnTCdRvT7DbbcmQtkL9lUTUevwTce25stSsp4/sEtzrsz5mGn0vRpGrj5y5r5IsXINB10jKGXWWS3WMnOZb3UChzvjnxIV/RXCx+GSP03SjIvbH1A/j00DrNuIWSK39BwJI6EqM2IDN4j54hpihiZWJpzVsRaxg9iaf9iGKUxBufzPVKa0TQ9rq/fxNXjPeWD9aQgIYJ5wdWbV6hPaJ+wHTkxF86UASg/S4zVAKISmIZ4G8TB2cIYQrLmYUaKVFiNpxHVEKJhnVW+idxmKkACUkw8sq7YbvfExQEUiRYuZegC2s3LpWh/yQuPv/W3/ha+//u//+LPvv7rvx7/9b/+VwDAOI74y3/5L+PHf/zHMU0Tvvmbvxn/8B/+Q7zzzjtf9M9SkihXoWt2rpI8RcbKRCWqAC0enj5ocqoUHYJQ6PeQXABryEo7JpwfBoA/kNAGygkAFRhC0JHkWuFAlJxxuj/h/qM78uwY5YNrLqzCxWVwnpMeluUFKR5Zw0+KBFARwQ6GnH5InbJbfEyM05GUmF61fcvVP8FyOWZEExGughJN4xwRpwjfeEJo8lLta2fCBZwUXUu42sTyLbrH/a7DeKZ0V2sttptrHeGEtkFJlCFBFuRWO5gQwoWG3hijY415nmEMiBgqbHWegcZ5whxHRU8IRbBqsX54fqBZNacNi4xY2OGuSAe2OCVKKrE+f0yyy6zUcc4p+7/WCsjIR4i6djFRo0NgMfMBuMP1gREwlrjFCb5mhNB/0evj9fXrX1/Ofcr7Vn1YSskrQim7dlqP7faaiowUUcxC/gagPCfazxZ5voxJ5SC5euPqYl2Op4mLD0YkfbOkYnsHgMap5IW0Ra3A+UB+SPJ11hlGQWgftG55HRLhEDkXRUifTdcoelpzQbUG43mEsQa7Rzstjg63DzDGYBzPGMdZizJjDE6nM8bhiKKhaIuk3hqreyBAKDFMhxRnxJEkuON5RMlEjq21woB4HucHen9OAjAzEc2tM2h6OjSJy0VcPyHTA4u7qJgdHg7PMI5kLy+FhrX24jyiPTZq4SG+LSF0aJsObbfFZnOFbtMhJ4rFePbZ50gxkzS1VMRxxtUbVxyuSSMV8XoS5N0YehbWBZ+QgoWXN50nbpZaxDnCB4cUF0FC6IIas1EQqNV/F6dIIxdj0ACYZzqfCIHhEV0uFw37510TX/Qqeonrd//u341/82/+zfJDVhkbf+kv/SX8q3/1r/DP//k/x/X1Nb7ne74Hf+bP/Bn8u3/3777on0PVJxvIpExkT+307cL8tha+pZtaSsH9B/eYh1mhQmCR0hIR1Wonr3+vGSQJp1WkcmgbGMPkVP7awgFzqh2/P+Pw/ECyNnb4lJ+VInE0vPdMIjuw2iOi1gznAleUXj0hZIGO40lt0QWCbZqgJMYYZxgQQmALjUmIv8Gx7I1H6+kgdMGh5Ex26ZYWb9OSwVmOJC0uI2u8mU8haY5rPbz8dzyxlDZ4VE+VtjgimtNCijo90ExSLJkXxY3wShpVqIjdPKyBsw5XW4KDz4cBx4d7ZpmTMyAR9Oj7uNXnKSFZdrY43B5hnMXjdx+j3XRkc17PABO1xLtAZuESACjPi3I+VsiPteTrghfI3XQYePS7nrqTBMraCR7GTKtNKq3SIIkA+Pr6zbm+XPsUpRK3EGmkqliYHGmsxabfwztqHGwti+SWJeXUWDQguXWFs+JFRL5AJWUlBAISS8CKBdBB4pnP5pjontl2XALVPJMTi6Bvq0PE8PhQvudaaUWExhP6/Ya8QfpF+m6cw8MzcgiVwxIgOTuZbLUYTkfM015DyAgFIcK5tYT4qkrHAlUQEVaVpJzUDwWg9ZojIbk5ZdQSUE0hl1P21fBNw/5PWdd00EDJS2fh9dqcpxGHwy0Oh2eY51FJo7JevZCFQ6P/TvJxum6roX9kEeDQ9jSiEEoA2bNHtnYvePP9N8jwK2dFqtZZYYZHITOPk+l5oOYptAFXb17pubfZ97h/Smdf25FNRMgLKZ+Q7MBIUAPvPfsakcqpMK8nORJWlEJcFxIKfHFr4jel8PDe49133/3Yn9/f3+Mf/aN/hB/7sR/DH/2jfxQA8I//8T/GN3zDN+BnfuZn8Af/4B/8nN9vmiZl0QLAwwNZzK4dRwE5DFa25VyhroPXHp4+YB5nCNEI1vIiN4qQrDt66xcWtRw0pRQMhzNX+TQXgyEFRJxmhJaQlbZrcLg74nR/4jlqRugC4hj1MANvKAS7RZ0Fy1VyUua7MOHlMFrbisc4q29J3+3Vpc46YsqrPNYQekP+G46ZzvSzQktyvfE0IqeM3c0WTUdMZXLj2zBfYtnYBMKVTRAgJY9Yj8vst920MAM5em5viNA5cMGxyLgIcha7e5LMEgO8lIoYE3xeuA6nw4POT0PokJI4oNKC2O2u4X2LnCONciy5Phr+rMTp73w4Y7Mnmdr2eosjz8MFjSCFABchil4shDrh4QiRy1uDOMaLObJ1hpEyv8DfqbCJ3BKPXUrCIhVe1EivVS1f+uvLtU81Tc9QfIQxAtd7ldU6R+Fe6/Goql64QJEwMSHFA5I5ZPXQitOMLtAYzzYWPtGzjjOQmSgoo9OmbzCeCKXzW69BbKeHMytAyG681rqEarZOUV3hckjxIZlPQjYPbYAPVHQ8/bWnmAfieKw3aOcs9o926LYd4hgxnOge9f0eXbfVsDqRrMr7Fjm9MYbI8ynifL7X0ayZIrqU2Um4sCeTJ0I5y3Mjjw5CGzR9OrQBdx/d8Zipofcf6FClse0Bx+MdTqc7HQV7v4Hk6axdR9dnyM3N26ucHcrH2V3v0HQtyX9Zhl8yoeom09795NNPYK3F9ZvXqGz3Lo1jPdF+EOcICCI/R8xuMTX0gdAw2XOu377B5nqLp79KJPtSqpJuxROk1soiBt53SlEuSeaCQ/htRAcQVP4yFPULrr2X/sov4vr5n/95vP/+++i6Dp/61Kfwgz/4g/jEJz6Bn/u5n0OMEd/0Td+kX/u7ftfvwic+8Qn89E//9K+7oH/wB3/wY7AosCY1Ga3eDZNKAUYewkKeeXj2gPE4KB/g4v/WXnTuLqyNuZaHaqnyC84PJ5rbe064DQ7GNmg64pEkZoMLUTG0gc2zkkqYKODtePGeSBacYC3NgCVISlQrEiJFZjCNIh5CUpqZ5CS/D6EjLfh2rw+X8xYpsn25d/B8rlm7kHXH04hu16NhK1yBUXNMigAJdOocJ9xOM453Jy06mo5SX28/+xzjaYR1Bqe7k+reyS6ZCGJkfsaQq6XAI4EqaXF7xDjieLjVJM3N5orjpjPmecR+/wjeNxiGI87nA4KfsNleL5u6c+r5QlJq4vl478izwJNpXJojMs1RdPZ74Zy6ehZquSTGAQuxj5RKRZOJBbkp/LxQCu7iVGqNQzFFixOAeB9fzKJ+fb3c9eXap5pAo5YYZxiTebzi2LGUxqv7/Q1Op4OqIARRMEYynxyNWIT7wTHxRCIk19vj/UlDD6UQDltP40geK5dMtgDkgkw8EHKkpIIjNH6x+l49c9L9G5aY07NOBUnbt3qg50iE+DjNON2fcffhraIkqHUpXKxd7MitQegCmv4GxhicD2dFCMbxpCMVgFxgfWj1z2QkLTlIOUU156qFDNBqFS4V8a6oITO8TwvJ0mAaJmyuNjrKAAhJyCkjxknNDvt+h67b0mhH86QWwimRiZdAzK7dIjT0DAjCISoStW6odD8Me06VXHG+P+PJp5/gfDirB5F8JqoOYnGENMjid4KG0Ipaq1q4xyni0TuP8Dv+D/8L7u+P+PCXP6SwUGtX5xpZzLfbDg9P7jENjHYEek1qEhkTQghsFrf8+5f1G/qSFx6f/OQn8aM/+qP4+q//enz2s5/F93//9+MP/aE/hP/0n/4TPvjgAzRNg5ubm4t/88477+CDDz74db/n933f9+F7v/d79fcPDw/4mq/5Guq4y+JxIOSihRVudBwzHAcmEALIBEuC+R3rSxQxwIKYfOzved5ZS8U8RrS90WRI03j99RpadM4ijmsDHoP7+ye6oEVDL4UGHaZMViwRDlRhrqONAeqSz+cDan3QKltmjsQ3oVjr+/snaJoWb7zxVbh547Fq3GXRUVQ9UMLy+okA59RASxaj81ahOimwlvsvuS5U+Imr3jwSuXI8kVFaKeQQGotYuCeyc6+VzXPoQIYxmgorHh/eN5Riy2TZZTRVMU8DTqd7eB+w294gphmn0x32+8f8c4pKxEQWOE8Rx/sT+qsNSsrYP97j/sk9udUK/8JRQeAhPh8r5MNahbgXYvPyvBSd+3o2rlsKXrLOd6jsgJqzhTfU1aYUGfnwL72gX18vd30596nQdAi+wewcSjFqHqbqFh90TLxYi8vzJNwASkOVIMuma+AldJJVC6XQOmu7BoDRZ9w6B99Ech1d+W88eoc8bSj63WM4DMhvXmM4DEw8teobJI3GRbPGhEJ59ps2UEN2GHD74S3mYcY0TNQdrwwaU0xwjeVwxkhGX84BFhrW5sMece6Q0oScw7KfoapaTxxdBelNKenCazctrHPkV5ILZy/hQjgg+1yxZPZXWMkitgpyZXYwFTuCeR4xDCTxpRG5Ub6OZ5WSMRkhdGhCi7bbot9uVCkoCDKAhbcmMRx2USXWWnH74S3iFNHve2zTFrubHYXdjbMq4+TrqSGkxkmKw3mcqTB1xAW5f3LPz5fB1RtXWvxIgWWdw+Zmw4R3ktcaa5CTY3+mqFkuhIR5GFO56TYXqM/nu77khce3fMu36K9/z+/5PfjkJz+Jr/3ar8U/+2f/DH3/GyPItW2Ltv3cckKq8LjwYJlUzQWOxx8CGZ3uTpiniclRgYLdChlxwQozunxsfAOAF68sPHEftOxrQfJJGAMTqIpuNy1ODye1DAdIV0/QVsFwOmIYpFotemBrAYWKwrp2AJoi6BxFqMc44f7+KXJOaJsOMBbk2LrY8gpqYpxHY50e2ofDc+ScSErLBKIcSdWSU0ZKmSxxO+EjGADEARHiZClVbeRLKitL4ci5N2SpLKzr8/0Z1jscb0lGJ0z1lCO8C0g5YhiOnHLokXJU9EMM0SiXhT05Zvq+TdNzJ7lk22QOmqu14ni6I3vidos4T2jaDk3TKCdIbOxLIin1w9MHPH73Mc80A5kClQJXK4oRO/fKngdsEmdJLi2EP4AQkMpS7kX6t/J+KTJqyR971sTyHgDEPt3aj3OOXl//Y9eXc5/yvtHk2WzyhWGYEKxr/vjnLAcZEY35cOMAx9ARiuu802bIWaNFgnNE+ha+1nYVbNb0jYbFxTlqBhWZHLJazZFFAHEkikptjTHKXdvsNwgtoYfba5LcHm+PGDifSTpyWRvC0aKDrOj3rpXJjNVqKjjdN4/d7jH6LmKcTpinAbl4HUcTqX4ZabRtjxCCOlT74HX9iQliihl5WPw5rKUIC8O8LCLnV137tJ952OiZbzcTWuUbzHWCNU55eKQg7LVAaZoebdtSgnAQj5QCciioOiJTNN1ZJQqXQk2P4/cwHsmCoLLZGOVMWZRtx9YMi4vpeBxo/A+wr4tBt22RjeF9+KBKS0GbBAGvjAaJz4n8fBmdh67BNEyEbqXMqAfda+csfPifhHi8eN3c3OB3/s7fiV/4hV/AH//jfxzzPOPu7u6im/jwww8/56z1C10vzr/F+EYOYOkMhuOI8/G0xDKLXXrMCGZRLuj3VJXLAq1fnA/GaAUvUBd45BO6JSzNGKqWMzPLTw8nDKcj4jzxA5hgQBwP+l7potgQlQoVKXwAG5KgilHYNI/KkC854Z3pjOucaDxjwCMZCl4ztaLGe9TjnZoUOefRtj0o28Zjc7WF8xa7mx22+Yhw77WwSzOlyjpnEe4aGNDMGaDDNEphkjPG40gR1Lwobj98ju10IhJWSjAapw2M44B5OishS1Q6kQPVcskfU5PQfy3C/VOeNTuE0BJZl822nPV47gKeVPJEEfvipunRX23V20AIe6TcoQXc7zeYx7j4wCS24mekq9qqZC7HGTySlZFXqZCyMUtBLNye9chGoWcNwxNnRuqQgcVX5vX1m3P9Zu5T3jNJ1AcgAdZ5MsniomO/f7woxjipVUd2LHO0EippSAUmclrH+VDmhf2q6RsyVOQAOR1rME/kdEeNEeU0FdTCfAHZ76yFMUXXtXI9QIWNRNaXQl1xnBMenlIInXTRFAxZMPHYV+SaNGqk7y17i3FG1/gaBSBJeoMWBV1HAWQStSD8LvUiggX4IJyHGaMf0fQNjTnZ+VkTwo3RhFu6n4sLtYw5M6PAhKbMatpWaqFCshYtOmIcaezU9ui7PaFM3iOljHSQrCajo26AFYCWZfi58GcWCX3ISRsosX4nNOmsxUKOGd2WCt3xNCJsPBdNdTF4q0vStnMWM6v/UiS1S2gDptOInKjp7tjd9PD8wCILOivFednO9PwkVicieFjmyhBH8OVKit/0wuN4POIXf/EX8Wf/7J/F7//9vx8hBPzkT/4kvu3bvg0A8N/+23/Dr/zKr+BTn/rUb+j7r9MK5YGVjV6knucD2fLK4nxxDk8fboZpjMJdyu9g3ohZdyKr9FmAOtyS64Ulb5rZlCoRtH//5B7jSFrvXBJKJhKhjE4M2ByHyaTDcETiJNmYZhotOJFIRc5BIAvdGCd47/EJGPw//j//L/RlSYn8rX4N1uH/8r/+n3C7f4Tz+YFt28kx9q3336VQvNV1vj/h+q1r5qMQ6bgU6hRqJlVCtcuz5gKpCtbPIC1UnvHCYXe9RUpLOi9tCBT4l6eF3AUAKJUkxLqhMg/mdeHxm3r9Zu5Tzi3pswAVydZ57pY9Hr/5LsvM/cfGata7i3RUTdAGWFrrELj4l/RrOWSNs2yKyIjAhrgYH/3yh0wgLxconaRxixtyHBc3Z4l9EDQlNJRMSoqJivuP7jAcRy06xNBKXJllzDLPpMKTdScFuyAfADiQrGjHnYYR8yxjVmrsQmgZ8XS671IWC62vkjKmYeLCg/6u6Ruc70+w3inJttt22FxvOOl2AkCdPXX/VIcJERUA1GaerQ3IALHTvKWu2wIAxvGEJZuFSLDOh9X3WQJO55ksEtITakhJ/bJF5ugHGfsYA5ZJj3CjxfZmp3YHbqIidLo/0WckuTSOGpoUE3Ja9qhpmPDo7RtcvXXNZxuhWkoMboIWF3GOcKbCOSLchlQQOJ+qxqrckkWm/YWvL3nh8Vf+yl/Bt37rt+Jrv/Zr8ZnPfAZ/82/+TTjn8B3f8R24vr7Gd33Xd+F7v/d78fjxY1xdXeEv/IW/gE996lO/LmHr813LAhRHu6WqF1IWAJyPB1p8dUUedbyADXew5vKBUDnu6vuYFdIBLF4hVNQsCYc+UJRwnCJSormacFFKTjTXbb3apMvVdVvc3z/FMB6V7yCueArJMsGUDHbOTBq9gjEOb45H9CXj//67/4/4lc21ft+m6TBNg6IctVbNd/Ge2Nwu0JyY0lY9rh7vcP3WI5WWGQtVykjonbUWzYahZebbGAPEmBDHiKajCv78cMLh7ojxMOB8HDCPA47H+wXdcR4+NCB7aHIyjXFWe+JpGnSua4xh23eeifqgunkYo/wY5zy+bjzi//pffhqPS8LzWrDdXCOx/C2liKef/RDXjx/BNwH7x3ts9j2NkRiSFKtla6mQcE34GHNdSMj6DHIHF5i0Np1GjMeB0DXuUgTpmVfuiNJhGia/mWxhTF3N+l8XHl/K68u5T4mKRSF5YxUBsdaj23QEpdelgJVOWzhAAO1zTd/owdL2DXXQq4RtH8i74fRwQhyj8ph8E9B0DZ7+2lMcbonMXmsFMrQpyyMl0Tr+HvI1QmIVFPj6rWukmBR+H48DpnGmgDk2w0tz1CTcdbMHAClFPNzOiq74QIhDzoV5TSuFSK2oKIo2yMiYEGtyLPWhQbftlBwuyIYkz9K9s4owLCj24lMSmbCbIsVpSIJ4nGZGVK0msE7TGdY4bHc3jLBbMjBDZTdWqxJogPh7cLTPCj+iFEI/j8d7jMPxIjJjHE84nYi/8vitNznRe9YYC/A5MJ0nbK56LbaOt4cLYYVb8c5yzDSCklyoXPDk156SeKALKrogtcsS8ClmkIKYkaS6oEmNnneSE2PY0+hlri954fGrv/qr+I7v+A48e/YMb731Fr7xG78RP/MzP4O33noLAPD3/t7fg7UW3/Zt33ZhzPMbuaRIIEknmWbJweo8zd7Ph4EXOycecrqjuP7JjNSx/Ogi/VEOM7eoF+jnVv06AExSJXa3kLTIdGXGyMmApOIg1IKsdMlRU4KCpjTjcPvhMlLgokMOZ+eCFlYUOpUhpkLzNCI0LcaJzHF+ub/CL169QVwBIWtacUokeHSz2cMa0pv3u065KYWZ4I/efYzp3UesJ68Lx8UaeO8ROpLf7a53WgCKFbFAewCUUT2fJwx3RxyfH/Dw/IAPf+3TKgFWchQ7t7ZNz1kOFKBXml6Nz0jlQlbrKS0KALF2Bxa/kuTFhc+qVLdpO4ZGZ6SU8OSDD3D96A3yIjic8eb7b+Dq8R6H2yO8J9kdaoUDv38Zfbhlvq6vi4nDlhMvMzv+CZQ6HAeFcUVu6Pj/ssHHacY8Rd3kU6IwP4eX6yReXy93fTn3Kc8FBq09x+uWfr/bXTOa4GAyjRb0spwCu0JYHUcwkHlYUN6G806lqoKsGSaNe05mvX/6QFHuUQjt7E/D0lNCgIsS54Wsbwy42HHYP94Tz8RSwX+UIiYXMj6UpOaUuGDI2nBN86B7mDR3TdPBJyJdCqE+56XgJvdO5i/YNZ9jg5ITxukEM50xjgFx3KPdtOj3G7UPEA+f0HiMJ0rBFX5E5nF70wHOEvnSrdCTwN5P129doxsovG08kwV6SjOQDO9DCbWQZFdG5CG0ZOS18oYR/6Q4kXQ4pQkPD8+wDpArhQjsUykYxyOm6YxHj97G9ma3SgfekkSW87HmYUbbt4xuMZnXrs6tumpgrIGDVTuAh2cPePfraHw4j/R9pvNJP29Cb6Mq87SpX5+FfnHDlff4BdfEyy+fl7t+/Md//PP+fdd1+OEf/mH88A//8P/wzyLVRr2sLPkS8ud4GiEyyguCHi9WH9xK6vjCD/hcJFPeAKTLlUXvvMPmih7Ow/MHnA8DzodBYTLKY2gUMgQoGjqlhNPpAdNIHJTIctKKirVjKc38w+rgZWKW84AjwqWOa0pmvgC5oo7jSclPKRU97KupyFPSubFkqnSbHTnYceefWBLsvEPwQY1menYFBC69VPpdrxBt01OmRNM1mLsG7bbDNhe8574WH3z60zzLJF1+XXExhFgp71NcTQVGrtUrskF8mbURW4EBhWvJaxInV4WzjUPivz8fiaHuPPkO3D+9x/Z6h2mY0O86DMeVdBvQwnQ9i88xozJiJN4Ba0dXfmBhmVg3nSeMlSzr202Lbtej3YgFMRARFR2RYL/X15fu+nLuU/rsGafNAu0jDtvtzQWfAfZS5i/7lnX0a8OmW9IYyUEp6G1JBWOa1BCwZCL+CT8gchJ3YaKizO9RxMHTUSIrh2muDcmarlGukQteowdSSovNuMpDyRV5ngecTg+LvTm42y8ZTdPruu66ja4x55w6Ootzs7MeFVXHF+L1Q6ZsDjlFDMNJm5/94ytGBha/J0IvjCbTyt5sPQWxlVLgrAVO9LlJSu/x9oBhOCHOE9KK9C+ISxMcKtYO0mQWdz4e0PdbGoEMo/L6yFV5OQes9SiFeHmhbYnDEke0Ld2Tw+EO43jG1aNH5AB9GuFnh8BolzTNw3FQp1pgQUnXtAB6v5dR93GciYw6EyfPMklZXW+9R1p9Pxn9SbEk3lcukEz8Za5XOqsFgD7gUtWVLDNzMk0ZTmciHQHKDHe6mKz6d1wu9uXX9O+sduVm5ROyHr2IQVlmW/XhOKgu2/IsttYA57IurvP5oNLXUjNqonRGRTksmd6sff6l6BBI0lirBEQpVKbpTIY6xsJxkZFzVJ6I3LcQKCk2ZyKFtptWZXP8RTTL5a/3nqzFyQegVeKadEV0Pw13FZEq5shkS7aubzetjkY2myvc3X6IDNDrzAmZUzlFbgsQFCsBWwb0ucg9kvyEEDoAo26q61njNA2Y5wGbzbXOiJ0PClnmnDGeB0W+Hp4+kNVyqfBNwOaKcmhqLuRn4i+VTykmRd5SpHTjnMW/w8AURkH4PpJSiIMFrVHfgP3jPfpdp5t7SUWLTuNeFx6v6uU4AFA4ZpZJ7iE06Lcb3VvgViNdGfWybbn4ZHjvObp9ZXLIa5aStlkhUZZwNM+J08NxWEzBjEHFQpy/4CiVAgtBfq2qUfpdpwGb42lEyRlxmpUb4IOn0ct5wDSdcTrdq+JszXuS30/TmfdUixQnNO3IHhgOXbeF90sWiDUOuUjInleJvSlWeTFSnMc5IcWk9+jFol24LLrfcyfvvdf9IKeC8TzieH/E+XxUzw4Aq+KREFRjnCa1ViacEqGYnK2lEJvnAfM8YhxPmOeBGkHm8RlrOf+F9rzN5mqVhVJ4PHWLnK5w/dY15YwdB+SU0O16JpqS2mWdY72OAVnzFuU5y4kapNAFViUW+Ka5UNxZb2E5Hdk6q/k98lzJc+JW6s8vdL3ShYe6SBpz4W8hG3eaE2Ikdz5ngnYTgnYYu374FjULsJBJX1QfSHev0CcTlZxzmMfISMeZCEmZDsAS2E63eoSwx+Fwh9PpQWd7kqlCi8mqHCvnSAoYVurkTLkBYp2c0oxxOCr34sQy02E4YvIB1jjU6QQJNaolE+TJBUhOEdZ5ShqUza8QhyN0gZzyWCpFlS09hM47eM5kAajbN86SU94cFcqVjkp+LaMJ+syAEALmOKGUBJeo8Ci18EJbvDlKISvivt8jpRnzcNT7JU6ApGrpdIxV6wLRkk36hGF4QK1bRY6AJegITLjqth3mccY8zGh6mmGjVly/ec0BeOVi0xefkhQpRFAiqQtbMde8OPqJZA+WRjHy7FEXWHH/9AH7x3t02w61kqeBpNtqIOLr65W7iJBJ5FLxprHWUkbHtlsSis1SeLiwKnANGfR579HvOmz2G8wjdcwi/bTeqRlUYCsB560iJlI4S4Gs/kV1QYzJ6Gvx9xGTKzpsAsdDEDp6+yGRSeM4wzOX4u7JHafOntUqQIqNwoiKtN61ZkJ/a0W/2QPG8ua0HecAAQAASURBVDj6Ad43PK4I6DZbsgjPCRbLgVlyQmha9tfodRyEUhnRcGobTh4hi6LEN4FImUEM/Ug1JCNi8bUYTyPG84mKA2PYL4QiK9q2xzQNGIYjrHXaGIkPCzULhAY93D7DNJ0BY7TwqJJIbiRjKwO18P63jDG6bgvvAsbphJSA4XhCKQXbqy0SW6tfv3mN2UQ0udEGWBtlNoSs8ppWDRNxy6j4aLqGi9ugqMeSwl2UuCuFbmg8YvDKD3LiavqSJPhXuvBYm9KINDSEwKmoi8vaurpd/ztBO6TocM5d3Gw50F+smHXMwhp5x5HvJWd88EsfMCuaSJqZ5WoUAAYMpyNGPjgdB4JJ3krf79V/I8aJ3pMPeli37RU5dx7vNO1S7GpDIMIlQIXHkRGFtt0gp4hxOJITKBvw1DhhqEc0TUuRzO0GvgkUTASxRC+YJzpsJTxoff/SzIVJQy6KM/uWUK6AR60RtlhUW1CrQZziwnuI9DVNaHFiMx1rPRwIjqbfU3F1Pp/QND13DBPahnwW6L2TvXhKk/I4hFmOiQqxeSbTMnltbbtB8I0Wl4Im1UrmQRNvOv2uR7ftFELuth07IbK8OGZNsJy50JTFbMFGQM4CWQyB2DMmyRydnzW2PC6l4O7JLR6ZxyqTG47EUYJ5ndnyql7SUcs6FqLpdksEcPFMkG5RfIOkIaJ4c+Ji9VdUdAi/w1moJNMYg6YJ6LatkhA984fGE4W02bo0VCQNl4KDLt7yUDlvSqLWGyaghyZgPI043R250DF4ePrAjsyTOiavERRCaOdljGJobbRNT+OUnAFf4FyDeaa0WjABfLO5IlLmWBUFjXHmw44OeSKkE3/NNpbj2bdoOhoHO++AIsg4FIHwnGslh6X1TpuL6TyxjNWjbTeqzBEJL/khRVCkQ1VbgqbpYa1BjJGNxo7qxiyoh4yAHReFjhGUaR6BWrHbP1In1nkekF3CdnuDWmlsno8UdNluWt6DMhomrgbmfpgMpJRh2VxN+TGrqAfhE5Vc2J+JRuIukYJPOY289UgRmVPm4nkxzvQNRYSs888+3/VKFx7CtKXqjmDyyiZgADAcR5oBriplu4IzAYaiuNMnU7H6MemidAi6WOu68qMwOOscPvrlD9UmXQ6zlESWVTGezhSEZkXy1iKlCSE06NotKirGkQaM8lCmFBFCixgnPDw8VXmazoQBgKE4JYuVhGk8aSHSthvEOHLokkfb0vhlGql6zinieLylgKBS8Mb7b6gj6Wa/UfMwIk55LToAIHQN4jirbp+KtsrzWMOEyagZOYkJmEJiNXYx0THIgLEKRYokTdQutKkVHI4jy9haTrF1injJZa1FYKhWNn7xSUlpRsepkHSvvT47tVbEMSraID4laSZpYbchw555ipQvcTjTyESeLx7LWSfJyRWVC1khpkJ+bw0sLjMejLF49sFTvPnem4y4TCi5or4cgvn6+gq8JE/FwFDukqPieHuzJa8NuxQZ4H3Fe6cooqQnb28onuB0d0KtA41cmJ9WS0WzoawlcUs23MkbQxLZNQIpl7EW1iwqj0onMypk1Eejmt2jvXJQ7p/eI/He+/QzTxd/C+ZjkJplXcwQGVRI4bXSv11ktmwZwGNm7+n3dThgmgaE0PDooYPBjFmQzFLQsGGboBmWlT9i/S7IooRRygjGeaeOpHIG6PrNZNjWdC26yGPYarHZ7TGPE8bxRCgFK/DWGSxSaMg+szQ8UY0PARELJNQq497IhWPP58biU0KGkU/QNB2aptei7OHpA67euEKaSb0Uugb9foNSKFncY0UTYLS1lkrngLMoBRB9hPAX05zQsveVsSQDpvFxUW6bmC+GtkEdZ0bBv7gN6pUuPORgE3c+YwwsW37nlDEMR0Uulgqc/q31l/Mo6xcSF39zHT+sRzIA+OsIbpKfS8muIxGy+PvK4VxLxcPd7Sr8jD7QWGd0LXXnKRO/g8YGFkIGJXIRVdcxkokNIRySdmkQmo45D6v4ZksbnYQstS2hBLQYRq7SqWPwoYUBWe7OwzI+kVlyjqTtDuyYKMY78h6NszBYgtBKIog114p5GHG6PykPR8cLuSCljHE4ICXSr0sqq105rTpreUO61NLTXHjG8XiLvt9h0+9hGCEh9GuR0jVBlCwTz2Y9O6XO2O8fw3sqDCXnopSC88MZu5sdmr7B9npLkljmbrjgkY8jTvdH9Ruw1qKwIsAWMd2BFmCyDUvBWuoLbrWMuNC/S7h/+oCbt6+JrT7OqK8nLa/sRQcbpc0aPjRvbt6G9w7DGJeGyKxVdl7dSbtth80VcUHuP7qjmTwbYQFQLxlRuFBT4uAdu4xaq90+cOl3JGPDkgslMrP7sJBLyeHUaZMzHgcijo8RTz7zgfIapMkRgy3iTBD5mzJOlvVrQFJxujcWBsLNW9CYkhOKdXCOkmhPpzvNnCKJrowULi3HAQpdm4YJLnhsr1tFpHNcGqHA46HQhYt9aTpPgDEIXUNeJ4xYe99wc0V7Opk+Ek/HGodpHjCOz+j98ThGig/hs9D9SYzkntE0LRcX7LTK6ie6R7TgY5wJ4eUxzTQN2G6v0HEezOnuiPjeY+JdOPIlOd4t2V9CGAagajtF07jYkD+/aCjboFEZMvITMznjLLZXmyWAj59XQZBe5nqlCw+51rpzIQ6VTMmnSs5b6omLOZcxRruCi/mUMnbF9Q46XgEEDnXkgeEdbj+85dmYBQLJSEsmaenh/o4zB7JWtxTj3KI4z+FRBt41iOzKJw8r2fYuuSuyeKkAkUJIMlwEQvOrryOzMu8bWGNJycL3pm03/PB7JZ36QARQCR0SD4DQ0iYoZml5nhl6tDBOuAp03+g1U54AZTWQtXphRCEzH2KazjgPB0V5SCZcdaFDWKt12SxTnBdSHJbU4GE8kmrAOY6hXlI8Sy2qqy/cddF9szid7mDtY3RNr7Ns4lgQGW/L5kJN3yDe0wZqrL1IdVynPNZadcQmz4xAlpJ2S7epLkFwZSlCpLA8nw+wzy3JlfngeH29mpfxTp9VYwy6bodH79wQQbMUNTJciI60Dr0nJG57tQFqxbNfe05jTEcGW3FOaDrL6aaScMwW4Y7cLUuucKbyfgYAl1yS9fh5ObyXnKumDdje7MjjgpVqh9sj7p7cEQlT/CeY3B9CoyMlQjgKd/c0UjGwZKAoTR2rV+TAnWcio4bQAuyHIQjAOJ6ZU2HRdVs465HKrN4jcgAaNnwsmcYQawTaN6SMa/oGtVRs9j1bplvEaUac2D+pVB5VOLSuV6RDSKVk5JhwODyn8ccqO0pGSylFRj84dRqrQ4gbjb73KJn2FLHSBwCzUj+VSrwx4ZikFHF4uMX+6hGmcabclv0GlRU8goDlujSiwMJXlPNQVJ1t36r/iihdjAGH/iUtOsR0rukbGOY21tVn77xF0ywN3+e7XunCo/JiepGdTDavQEoEhYkr3ueSJOpC+xxsXOWAOFmcbpnDrqS5cYqYTuPygTMh8PRwwvHhnvwpVj9r3Y1LsqFzAcPwgBhnTatVIxrrgEwS23WHbI0FWAFSa4UXF1QutojPMcMyF8RYhzZQwuHxkDgi3mmRFdoGV29dIzQcNc+Bd5R9wK83ZySseTKiwMjLrNSSY+J4GinjodBGaLJBHCKG44jxNF0sWGssM9oTjcaMwTSeFOkgJIM9MFY+JovSx8CYjIAGU6Z/J9kuAn06DuaibiQzyjLjfH5AaBv9TNpNC2stxuOA4TiyPbRHYbZ7mieExmNm5RTKYnW+RjEMK31Syez1ggt5rXwtGQrR5iRSwxgnPNwm8oYJHvWCq/76epWuWsQgjtbM2+9+jRYO66bIupUhnSMUd3ezhfUOTz79RFOhpQiXwpX4Qi/4LDCqWF3VUSCwPJOZs2E07NCYCyKzqGi2Nzvld8U54e7DWzw8oT2tZBqvhkDxCXKgahyEWTgt8rpKKUACjCGuRk7LOrXWKTLgvWQlkcxUZLiSan04PMdu90iVeSEFPc3oAPZKrC2l6D7kjDic0gFqJSxUEI9hwsyOrc459LueUAUN3iTn6OPxhNPpfuXF5LDp94hpxuHwXFFr4bzIuDyvUO8ysl1ArSSdLUXH4dRIOlUkisW+jJWNNzidDmiPLR6eESndW495itheb/Hw7GHlCFuXogeLS0Tlxk4TtPm5SyMVk2ZOuudN54maSOZONn2LftdTg88Bly74S1Xk57le6cKDPtzFzAngxEF2WqMHPaNiqeSFgSv/Xi716a+L4xsq+dvDEMGrsg8+scUNczsobjgzDyQlskofjwPOx4NKZVNKaEKrOnAZF5APxYxheGDXu49j6oQ0LF3vmqgmRYcxFaN2Cx2umbiWOG6+8iFrDLl79ps9bQK1wIcGTdNhc9VzMBx1Ooa7ICSupIPXn7++nHcAo0YpJsR56RwKk5QEKcoxUWcRZwznB50L+6ZRrxNrPRcctDmNnFUjbHfqsChsKYQWbdOT/0COai8/TWcMEibHoxa5594FDacDiD8ynQf0ux4+ELt9e70BjMFwHLB/vEeOJFs7PD9gniJ88Jpia8wCY8olDqQ1X85XATDyw5tPyqsCpEAyeWKciJx2GHDz9jWqeaWX6m/pi2zMaYR6c/MO9o/3ON4etVMEoFJbAMRPaAPJ1rcdPvOLn0WcIu1FpQJMKAWwyjcBhxcudgBCpPSBxi1g5APGqB2dFAML8kFkSx8cEUpXhc7Dswccbo9k8Z1I6dF1W1qrqDAkndD3TV4d3QUa8PDwTIsLGgNHvTfOBUzjCU3b0wHrA/pup1/vrEOti5UAkc0HVgAmLXDUXCs4HalQY0X8GnCDINLi9TlQclUfDOstxvsRMVIR4pzD8XjPQZfzogQEuS/3myuMt5/lPfYyAE4aCml85Mo5owmt+hkJ+hvjyOKAnhUvjIqWgmJo1N73W+REJm7H2yPe/Oo3YQyNyeV9xzGj2ktlZk5FzzhrrSIcwnU01sBUo4F9OWU9e2gcP+N8GPD43UfY3exxPpwRWnLG9b8VEA8AOhIAwI5thFKInWuKM0zPs8Nc2OW0wnt2iVuxcI0ln4haV6RTyMFfdbErZLoTdQXN9uk3BNEf7g4QN02yJl9esxMpq3UYhkFnoAA0NE7Y4GKjKwY10r0LQ1xfO89UASCEBm3bK2GplKwBbLVW+NDCcvpr01LCa2gbtH2LN95/g8igz8jLwgcP09CIwOGSlFsrGNo0er9yMiqvBc8Rm77BPAjJijq90+lOEZwl3j5it7vBNJ3JZGcmmeHV9VtMtJ05MC9CSKfCBZGuiD4PNhziYvPh8By238Ez0lRB/JaGN6q2XYqM3fVWpWMuWF1oAMV+p5kkzQLfNn2D8TioSgWre5TmSEhbqfre5c9k7LT+/KSjIfY+jcjO5wMe2Ucwr0ker+xljJCnDd585x2KnZfQNr/IWulrCW0IbYPt1RZPfvUphuPA3CNGZ8HPlKVDBIYImpKomnOF9zwOrvZC/q1cI7Hmrwup1Cq/hA7ZqzeIfO0bj/PDGfdP74kfwVlCwjsTAiUhtyKZ93qQioGhfI1wH+QiBJJGMpJnIuhQqQVtt1VkgMQCl2uBLBMIzTwfD2TmuN/AWkvR72yyVSZCOo1l9NqKJb0oPiw214tU+eHJPc7noyKu5/ODIhhyyYgol6xeHjFOKK5gms7a7AgCJBJj7wOTUoMWbfNEjSONXTzO5wfc3z9BCC3eeusT5ImiYxNSBXbbDnGccfvBc+we7dDvevT8NXfDHWVMlYJaFrfSNUodGq97kaSPG7v4DgHk0VLZVbfwmC/NEZ/5xc/i7U+8jZu3b1Q08LLXK194AKuRi1tgSyFi5pyQS4KrbLldxLWvwL0Q7pU5FEfcTIlgVWAsy4d4EbvgFQXJmaRM0r1Ow4SHZ3eKbBiee6ZE6bGOkyllPpgTdem1FFhjMbGxjCy+yiOSwrNUKmIaNQNb5rUWyFQtU5YLOfp5ZzFzjLRErBtjNGSJ1B17XL1xhcfvv4GHZw+IE+WsNH0Ds57z8YyUkAwan4ijaSk0hiGLdTb1aogXMp5pQRU+eImklTBPI895KdJ6s7nSubB0U94H9jIh9IOipjfKgaFZ7GW+A90TMlqTa5rOKDmh31wtBZj3HDTV6KZ5Pgxo+oZ8V7goPT2c8NZXv4nD7VGVB0DF+XDGZr9BatJCJK4L2Q2QTmfhuAhErp+bszBlvZFZlegBJBMmMtxry/RX9TKGEmrf/arfhqZr8PDsAZLyTM+JRei8zt2dt2i6Bsf7Iw7PD6s1vlKe8B+oYZjYW7NxXWGvmJqLOuDqv1sfnM4AWPghUgD3ux6SvQQAtx/eIo5kMNXtetw/I74J8bG8PueCIGjBIeuA0UuAUEpjLMaBHIMLBHnJPEoIy+/Z18jAILOcdrO5UmTAWqfjHUJWLCLL4X0gZdB8Gpb1mAtirWjaZTQqh6YPHpv9Bs8/8xxPP/MMx+MDIafDEbUu/DpnHSRdW8MgmRDf9zvESLJiQsy93hcqupY9qpSEGIuOT6xZSPulSqgkeRA9ffqr2G6u2LOEuDEy9u/2vZq4TeeJCZ9GlYmJi4mFUwZNaBekdW2pLq9Pvr8Qk+Xr5T6UUvDkV5+g3/W4evOKeEEvWXy80oXHQoRibgdnHuSYsPjfL1bcAhtWDgJbfw+5XiSeVj1k+WeWqotLHib5PtM44+6je5SaldfRsOeEMSSlyzlhHI84ne5psdasM1nxIhGUw4cGNiwohpIXOXPFWod5GlavV1jhBbVmPcAMh1KtlTIhUJJi2/a4euMKu5sdablTYV7BQnhbO99dFCCgh09dT/lhJQc9KpQie32IsVjmUDTvqbsJhfgUVFD0OB5u+fsmXWSS+QBACy6SyzaoPuimJO9d/DzkokC9QXkfm801j3Qck3yXsVKKCYfnB+6UCowNaoiW5oR225EVuqFNeh4mVRQg54vNyHoHWyoysnJcaiVzqLyS4K7/K6oWIcBO04A4RWwfL6F/r69X7+o2W2z2PYbjiJSSrsO6Gu0a9hRyrKy6+/AOgEgdjc7P13tUyQVxitjdbBFnjlKoBIlTYFxBPJwvni/awy6mIvRzrGRWOVbUkOnWPM443h5hrEFoAlmPw6JWDpWDBUD77eHwHHGe2O68KDk+c8cvzYBzDp6VeXTwUWyCtbKfW1J5MJIhqiBrIyMFjb5myWvyvsHueoema5gg71BSgXUGKS2+FOT+Slk3ghqLSaJzlmLpuVgTDgmZGqaLPVB8PIwxbGbYKMpTSgYaCpqTxiiniIYNC63ztJetktBLLbAFeq/0M+bR8vF0h1IL9vvH6HdbbaJlvDSeRlKjjPHCJTpOuGx2Vkaamd2Y6fss6Kz1VoNOhYeUYr4sWi0hwh/8bx8w2rKB+61QeIjMR6KVJQzofKAK1xqSOMY4Lg6VwEXBANY1y+Eqfy83WBQt1i3hQWS7vvx+PI04Hwbcf3S3VMBs/CUMbunIx/GImRMMAVJvzPN48UAD0F3BwGhGQdP0y/ilUtCZqFGstWjyYjE8zxOahuA7cQeVg1winI1ZeBvnh7MWEzYbmMajFmBixrRjSZ11FsaLwZdBKdRZiYTWN15HE1IQikssMfipm9vka5zPB0UbqEs6Y5xOLNETw5/Cev2OFjPfp7QipTkf0LSdFicix3vxovyUCaM9oQkt+n6vjoOEztCYaCwjQtuoDwACLTpixFsMslDL0kH2ux7jadSFKoeKwLkA1PlPni+V4nqLUii7w5jF7REg5C7O8YuCMV9fX1mXbwP2N9cXBD16vqvGL4gfhyjsDs8PVNSymmxd+K+fBeGYAWz6lwsMVxU0z+cDlMeEpRRycAY+VoBIMFjTUTMA9sT44L9/VoujFInD1nYdypCRUqEwx+GAOU4qN11I31lRTGMWubg0GrIXk5tw0YbBWovHhzu8M5zQdRs411B6dsqolRoJCY5sOESy7Vrs+gwPj5AP8EeP3XwPGCAnSoM1zqJh6Wnbt2g2LSVat2T33h0GNPmAWzdgMhHDNGBidCWXpApEaejk9U7zgMY3MNbhzcNz2p9WiKtI5SkILwPyd1qIeUY3KA23aaL+2+fG4ikXSOfzAzVM1mP/6IpR5KSo+8XoyJAXSea9WXhonvwDFplspmdCEtSbNoC8QNIlb40N56y1qN7BMQoynSccnh/w6J0bNC/p5/FKFx4AE0TNymvDUaWWc0QudHDN84i+2ytcBNB8K6+KDWfIpIn+fs3lWLJZFgWMuLbR/Cyxb36KGVVZyYbnevS6zucDqzgiadp1LGDJsrzSyGCeB+0MFOGwXglWi3LHwbuAaR4Q44TgG+U7lJzQNC36nrr2lCNm0WezI57BAX2/Q0ktad4Tyc58cLA9dQvGUiew7p5Mytod1EobkUCdC9dmgRNl8yu5KnrkPMnGNps9JcxyGu3xeKv3OcZJiwfnA9KZjNSa0ClZWFxeZTyxaPuTmgzJ9xPbdecDQmhopOU8drsrnm2Lky19xnJIiAuuFLWJpYvCa6mVjJYAUGgeM+jXkKSoCFxwMOlzR0dL8YXqFf6UDixOs5rlvb5evWtztUXbdjxiyfo8CuoBY1QOGhqSrQ7HQRGOSqSzi++5lv7TuCCrASAZ89EhYYygKuRfUWuFdRQgZ9gxVy5pqGR/M8ZwsBwVGzkt44bQNTidDprHMs/Tiui+NHCJ1S8whsfEAUDD+xsjOTA8lhDuSMI704D/5//332NTP75WfqtdZ2Pxf/76/xUfNJ2Olg7HW+SS8Ma7b0Nk+mmmEfl0ntgAMSPOEU3fsL0DOyiv9mc5MyXqwbJJXOJUbSGaGmcB4SWxAy4huSTWuHtyh/d++3u46rcv9Z5e6cJD4sQBcAgb/fl0njivY0EGckkIIEQgx4zIxQrM0pHaFxY3HR5GDx718eCF1bQB0zjjfDhrN2GMRdsGxBjhPY0fnj/7DE7nB/6e/OGDKmgkYOYFG0KLq6s31cvfgGZ+03TW0Q69V2YssxWvqCAkxMiHFsY4db/ruq06e2rHZGR+x7I+S3kOod2xK13QWGTZAKXo0QcUlwF6QpiDIRMxZUKny4MY4HjvZmGv11QRQsfjIZKpCdFM/j8MBxyPt7DWYb9/TJtUqkQg5q5pnkeIzr9doR7OEZ+jaToexVhOzjR44523CZHheHCACqrj3WnxMFlJiiX4r9qCmqvaDZdcsbkiKZvcFyG8vvhs0dJLKEyILoaenYrI2TwLnDvPI9I44/X1al5vf81beP5rdyzpLPrZApJ0zEZO3qKUivPDWQMJa6kwjjN/mPyp42J2WjaOiNGUCk2HvEDmEgOf2bFT/DQIVxdpPhjVXThshCR4HO9OZIcuScuVrNQ//LVfJZfOOF0kbqcUV4VH4bV4TYo6LMF0znqkTAR7Y62+Fs/Fx6N5wKYW/NX3/3f45c0VvG/QNL1y00JoeCS5WCrsrq5w9eY1ZU2xH0/TNZiGaRV6ZhBaj+31Fu2209dtQERW1IrhMGA8jZiGmVKkjwPG84TnHz3F/f1HLOcvqsIjlYrRxnGaBlyEfXKDlNKyH5EDNCVoy9jIOeLvVTIuQggdvurhKf5vv/yf8CgnPGHvp8jqxPMZcE8C+byA5M5UMC6FaU6ZRrXXG8zDDPIcKmoTYQyUSyINVRWe0MqxG+spgdyzlSdWSRn3T+/x/hsvNxJ+pQuPmhdSTOFsgcx6bZEs0SLNF/C1LL44G01flVnXmoCVU4ZtFtKNWRUpvqGiI8fMxioZ/a7XLJIQ6NB89uwDTPMIiXenxcb6duv50C3our3+eQgNYpwxjSfMbBOOWhGaTvNKhMPRhJblZBlmlWxIyAo9oGJXLPwQ7wPalsYuZFLWqr+EEMsqG/+0m5YyVdg6nKSBSyeWYlEFEUGJju9nRhwjIwAkoU2cGmkM0G47jOMZtS5ZNH2/g/hZWOPUYEycVr1vVDd/PN7y5thh019xCi+ZK7Xtht+L0++72ezVbVBea+Axz+n+hKYj1Y8PBDWnmDAcztg/2rF7a0bbtzgfzhdFhHWG8mh4NJSOCVdvXOF0f0SNFZYJyGBW+DJSS8iGSKoyXxXSWF4ZxRkYku+9NhB7ZS9jqTCQPejFjlPGLAAomOw0Mly+OCwrIgbx0FlGwhfmdTy2K5k4Car6Y/QM8IpSvvgaaX9YJKhN1yJOdxgezhDb7TgnPH/6ATQeAVUTrgFA5KJkdkXjXBm/yFVrVW6bXY0rai2wzqFte1geb/z3dotf2F6jbTfo+z2MsdjvHqHtOqRERoilFHgX0G032G/32Ow3aPoGj95+hKZvKH9pmJmj4tHvN5i23eJe2gQYQwc3QI3p+XDG+eGEw+0Rw2HAPEwY33ofH/3Kp3F39yGMcej7HYJv4HzQ5NnDISOxekWUO123JTWeS4zyLGNzGS9RyGUL8fLxvtHiCgDalkj1aoTIvI8YJxzvTrhpJIW8oN9vcLo/wVjoczUPM7pdjziRRwlRFBYen3wulgUV00Djbpa2LHb7hhRUNPWmXxtDDfnDk3vcfc35pdbEK114GK7anKecDesszSDT8qDXQha+dHjt+HARF0vqUn1jlHh6eahwd8FGPL4jMy3nHTbXG5RUECdiUBtj0O96nB/OAOjnPzw8xzgcOOrdAJbkbTlTSqyxFgFF9eulLrbiAI0YXCFzrJRmnE73uoiFOFpBlbF3GX7lyCkPJlXaUatpAOjaVU6JJeme937hOeR8YUak8JxZmNEuOJS4MMXloJx4Biz+FSWLxNnBe0dQciKzIom9lteUS8LpdI+rqzeRc8L9/RPmp+SL9y0OfgaVSaMZm80eIbQaECcbIwDOerjW+bK+J5bznk73SLFHvyNd/DRMzEuxOB8GvPnVbyr/RSytqXu0quVf34PxPKLfb9hyOeuzKiMZ+ozZtI43+0w3EhWXhxLYGv71qOXVvYaHMxkxMTkv5aidvVvlXNRcNBSwrJoq2jsWKeS601xfcZqXP5eRcSX1mRiM1bLiGUG+tCoCmlJCYbJ4KeQ+LDLe4TjicH8HMbUSLhYAPTyt5dErN0ay3kJoaV+u1BSG0JE8FExSzGRNPgxHJCZ+yyUqPSow6Hs+9u9TbhUbitVa0WGDOEWUbWEEvFIWjiOXTR88JHTPe/IpAcCChHxxT+UwlZEqCRcsHr/1NmIk88PT6Q4AGULWkhE5m0WaG5EE55zhXeAMm6LFmIyLFeng9yjp2es9rAkdttsr8veZaExMSErE+eGMbtthe7Ol/Bk2f0sxwXOCLADN8CG5tiDauHBFNob2ZmkmSZHHJmHKVVs38RXWQlO6b28fvtByAPCKFx6yiADa2EMbMJ2XhMRSCrKQd5h9LEWE8U6tsJ2zinbQ/1fOnIYt1XXhW7R9q2zp4x1V5qLkaLqAkjOefvghjkfyqljCkZbZfWhaLh6yPoRrWVOcJ+ZmjDoXBqAsalrQpGrxob0oLJzz2LQbxHnCKd4jpci6cYqQ9qEhTwtjOB+A2OyhI6a3umtKaBWPlxYCnNXxAEDdUonEpk+RIFnhMdBMmWbXlaFNslGn+GozLSmHAocej3fKG2nbHlbHTQ4h0AYnXh6OfS/GkeKr+80etZITYAjCfF9GadYuDqUSGld5MzSWLMoFimxaSgBNMa+6VNqjtePkazEJI/b8PM5o+wbRJdShXqTayjNL45oKY4qObgwWfo/YbAOXjqevr1frEo4EAD6QLQe4LdL8WiuG44jpTK64FbTpO/NCV8qjlV/v54TG6z4mXyWk5kWhYGCY5wGwJw+TqGXmb53DzKMGaw2Otycc7u7UQVilt8YCBjDWoRZ6bylFGJXmCh+MGpAYZy5QrHI6Eo/C186eJ15vMY4oTcsN1KRNFaW8Js4vOSMEyqNqOspUaTct+h0p0Jo2IHMCK5h8KSo8YFlbEhG/7LVL/LuNmZsOQpCfPPk0BX4aQ+o6LBEXcl9yyXDWAWbU+0b3n5oJx2qZIB5LIGOwwo0f7buCctFRHThXi54ZIqPOM42GgEXy2nTknVRMWaW1J8Q5ou0a2L7V4oNC4BZi/jwtBGFx/VYhx6p4BTiry7JVvbXI6eUcll/pwkM4GnIR9J+0kibYKq+gPCoqhGylkfYsNXXs2idmYNTZLoZZjpUt7aZFnGb4JuD8cKbKWYoKS3bhkZUkIhWj7y8GUZmsxzmTRT7QEFocDs+Zu7CQY9cqiY/BYqXw+13mlcNwxASS8m4315RjYimOmhzvdtjsd2R33AQ9ZD0Ty0TpIu/3xUsKELnf9FlYSrVcdf7k8cFf2wSkRKY3dk5oOjqkvVhEW0ribDctnj37LFKiBVVLQdP0JE/mRSsjI4DMg9avUTaDWgryxXhtYY9T9yUbaNax3MC+Atdv3vAGTxsUQd8sR3ZuSf3kKp+eF8rBkZ9YmRUe2CvmfMioabG7J9IWPcPOW9RY1XRNzKZgZPMhOeDr69W85IAXRdpCELe6F80DSVbXTpsvmsytL3qG2ASMD+M4Rk5JpYK2pIziF0+YWitC45dDGFj2Q16H4ppqmaRvebxyuDvwiHcJhGs0nJJNwPT9SXOwjF8oKn7SAj6WiQ22KkQuK2o97wNMZUNF5aJFlBJ03Z/PB4TQcOO00/c3DRM2Vxv4JqDb9ehAij3hpfnGEwrAX685XbUiD4TUrj14BPXwjVck2LuAvt/hfLpHwUIUVvPHIgUdFR9yHtVKMRfzTKiWZ+n/8XgPAGz6SE7O2+01cdLiwu0i/oylxpGbTDFnm8cZJRGxfb0fyj0Vkr80tokRDLHJD21DQXqpoJajIh2V3W8dj/4IjSMnU3qOCly4NMF7meuVLjwUSlwttBzzxail5IwQumWm6IXMtRikaIXrjN47Y4129j44hdqs44AwazGdCVkxqzFNmhOG4aQdqzqSGnNRdOSydNreNzifDxdW6llMv0qGdR61ZK2gS11D9myCkyKKqnEW4mfTkgqkaXpsNtfoui26bkOjjlXRQWmYDbbXOyJn8d/JPQqr2Gm5fPCILsJ7h2JJfSE+KlIt04NcFkKmHrp0eM88SwxtwPlwxjSM8D5gms4EVTLyFFaaeEmgFY6GlSBA1v/XWjDHUQ2LluwDGUNlJpgWxEifQclJjda8D7h+84rft1/IV3b5nBWyNvycgAhWBBtnNm8iqVm367HBBqe7oypeqIi6dC5FqQxFZ5C0Vopeh/iaXPrKXhSsuHCoiAjtERr6fy0VD88e9IAAFk7ZupBXWX5eeX/YZU/KaVGVWGdR7Zr3QYVylggDs7iYOt7njOHICSdOwnTwHJ4fOPSMXJPbpkdiQ0NnHcv9qcBpfVDEWfw4ck7KV6P7kclgkc0TrXXoui2222uQ585Z+RHOeU6V9pjnEc6dEAJZpI/DAdvdDZk48v5ATVvWsFBBeahjlxC1ZYS1HmdpY7rK25IGVf0ygkfbdbi5fhuf/ex/1/3ZGKOyXjU34/cuI6daF3WSCASooKLCZZ4XEzWAOXOM2hoD3cMAXKC51jiUlDEcydNJHGibvtHxinA09KzzVOhJMWJMRJppnFZLwWa/YVJxRK2L1FbuUY4ZcZxXe5TVxvBlrle88JDwJbB7Js3FUJebFNOMtvaIceaKETDNZeZI4U5dFrblBMP1LNTqA8OExX2Pu4/uFAlxwSNF0jPLz267LSrIMl04CkQOsrDVcTWacTzea2EhXYL3gTz8uWJWFIFheJGONk2PyD4g4hq33VzhrTfeQ9/t0e+2GM+DdvOiz/feo991im54jtbeXFHuiQsL216ijl9EXYwBjZ1yQZkT8Tj4vpqY2EURupiFbR4nIp3Ow6wLI07ECJcCrBTKWyFFjkOtDVf3RXMZMue8wC0dTC2JiXRe0bDj8Rb16o2lKCjzxfglJdpA5Zk4HJ6j33XYP97DWDJEyzHDbxb9u4zinHPaVRhngSxw6vJsHW+P2N5ssb3ZUXgT5yAUzv6R1y6jLZIXFsBQJ+icU6+G19erdy2jWz7kQF42svZuPyDTLYk1AGiOThkrRp011yo+6jTdEszorI5UjAVSXBQJJS/PmHT+OWYuQOg1SuHecwwESeALjrcHUoXoGNhzscAj4TR/bI9smh7DcMA8j4pIrkMQhRQpY06AkErnAo9W/Wr9ZEYRyeXTGAPULUxL62SaBlXS9P1iHuabwJLSpPuWZ/SxloqciQciRMs4J8x8kKYVyVQKEC0cPR3oeGA/oZIVmRQkFaCig9yrIxceayFEgfdLAyf2CYLKymj9dLrHLRdrS8o65cCM44m4fb5Bv90o6iGfsTTha+RCPqPCDU6aI0mrS0FiBGweJ8Q5cfJxw8Tlqt9XxAKlLMGrv5Ex8CtdeCwkHgPjDOIY1WdfTGtqLSqTKiXBuBa1LizuyoFdcY4ITYBrJa0Q+r1F8ug8xSkD/AGmjKZrcf/0HiUX3D+5V96AXJvNNfETBDIsAndZHI9PyNODZ3WVH2KRxy7GQU7JUvIAE8To0XVb2D1V1i2HxF3fvIXHb76L3aOdzinFetx5MhJqWaViLBFrfUMhP0LEUga9tzpSCY3n+a/VIkcD5XhRFGdR8qxhQdEYdmo0mKeiBC+A5oMCQzoXlIvSdVsIuSqlGTESRLnZ7GEMbTbzvDi2Lg6kpO6hYKUCk8SiucH9/RNY67DbPdLnRjIe1vAodXEew3HE7tGe7wFtUOKG6BuvSFjOBRZ26QZAUuE1TG6Mwfn+jHbTYrPvcbo/I+d6AYPqVRei3/qK82vE41W9cqEDTPxmQmi0YDg/DKzuqvBY3Im1Ay9Vu1OTgOqWPCrw31dUNeiL00zP6Sol1DqDnJdGS7rcAuioRvM5cmEIPuPwnIoOY6hRAcjCP6Wk5n5i4mUMm/qVgmk6cMjhoChvYiIqFf8L18EY2WMzTqc75BzRthtsNossc0FVLAwWfty6oKE9kbJLbt66IU8TdeVc1iGNlVb5XEYC4xIhU3Up2JYxu+UIeWo8xtOke8npdEeOpM0WXbfF6RRhjdWwStrHoqKsqIVcS3kfT5zZJcWHBGHK65Ji5OHhGcbQom03OvaNcdRsnHZDDeBwOKsB2CWnjBBo68maX0Yyxi5jcX4cWEpbMUSKj6ilYBrYeTpnltte7ltr1ejLXK904QHgwk8ix4Tz+QGlyoa+eOSXuszuLKstLr4PIydyrZ1MyVwK3HWwRS4bcgnz+OHpvboSiuqicDJt0/T68CFbTOOJ7G+ZX7Cu/FGX7pteyJJaCcjsNyHWilon1YEH3yjcOE0jhuMJlrv19SVmVgAdqFJ0tJtWEzHJvbBRfsbCKwG8c7DGwDuHlDNtHOx4aB3xW5q+4c7KqBX5cBj4exBUN48R87TW/89MHqX5ZYwTdttrnIfDanGK5M+j7/dwziPFGaUWNE2LELqLMZuU+XGekBkVOZ/v0fd7BE6slc3LsAywlKzqouk8YXuzXTaBvGRZCHydpYNcqU60sF3xMnLOON4eNHH0nE+Ic1n9mwoUIpihFs2CkGe41Neqllf1IpsHNiMUUimPGR/ubpFzQhM6PkQdSrZwZvHYqKUod8gBAI/6qgGrVqw+o3FO2hwpapAv8zXoWywyW1Fu7K63+vdxIs4JAPS7Dul21kNQ7L8XaJ3i6sfxxNw2+roQWvKgSbPKZmUMI83UsqYDNRmM3mYY/R5EIqckb8OHNdmTex2zOhfQ7zfYXm9x8/aN8vVkT1+InVSgSbNAP5/2MMneAhcnZooae9D2pMALbUNEfN9gv3+EeR7ZY6QjFHceYTV1nLgRMY4IvuEHQVBvA0ntXcY99O9kTN22G9i4NNJS5LTtBv3miknoNDpqN0QWfXj6gJu3H6HEqHtVShRVAaxGeDoyFvdnztvJHDro6LkZTyOlzgavyhUp5AAoYVeJqLg8V3+965UuPGSOpzkbKaulLbBEEVPVyYmfSYoR+h6ZE2vX15qcYx0x0J1f4L91ISCd+TTMCoe37Ya8FwCgGDh2w0wp4ny+xzSdV1ky5qLiXboC1smXTBI3GQMZYjrL18nCK5VkWvKapnmAOVruTCoim/y44NFuFqt0kV7JfRT3QseMex0xceAQbUwOjvkOuRCKIeiRyE5lnLIsqmVU45l5T6ZlZxhLuvZ+26HbdBjPxFSPcaSUWUceHm3TYZqXsZO1Fi3HchssBmuZ589r5MmyhK2w7XHf79D3O+7I5H7S6yIjMyou5dlYy8nkDQnnRWtGLqrkGTLWoq5s3GulGWrTNWi3HblBxqSWxkUCDHFp2EOktNchca/ytZgULiZgxweKWHcukNoFjorPunShJhiUDFgUVGOQUWCc8I1AhG5GfAEeG/N2JgGOC9/CqMx9bastl28Cz/QrzodB1ygV0pdBcj5Q1EOcR/YpWkzv5DLGLjws6+A9yWQpu2XxsKi1UvCaMYx47lDPNBoOocVWSJc5KaFUIxE4y+Xq6hF2N1vsH+/JHj4tNuKCTpa8JuTyONQSsdRaC3jm0XgHrNa7fF45kzusZyUSuSVbhNArSkvvk9DbsBqdyf33LsCsVHkyNhduX5xHHc9Tgnjk+76E7MU0I+WIN9/8av2MACgi3XSUr2NZqk15dVzIlopqV+Pdsjw3Wfhnq8+wVkpbb3sKDR2OA4/hJDmdzoOlcf4tUHjoTFMKjYuukzXzKSrBRw4+6gCgEBt5eaySXldzU4BIlEJILbkgtAGhCUrUms4Ty46KVqzGODhHmSFdt8X9/VMMwwPxE6xHwrx0HKjINeu/ddYhp4jCr9cai6aj2etitUyLtml7GBhyLWXCEqEaEcfjLUrZ66KJccR5eEDXbXHz5huqKJH3JlBasEE1/zHOF6OnmgsKFxzOWmQ2v7LWohqj/v1SgMimF9oGtZK9uJC9SklwPuDq5hF1GqViPA4YhhNyijidHpQB7hyNnvp+h5yjWsgLdyblqGFyco+k85rjhDmOuumblfTtih1QnfWoqOi6HiF0+vnL3LRmep/O2Y8hQQIXG7O4BgryaLh7sMUiV7KdPj+c0PYt2k2Lw7OZXnOiQok6xgLHSpm1rfbr69W8ZHLmgoc3RmPmj8d7bh7WSooKZLai5hGLc+RgWgyhoSUVZJPh7bLGAG6YVqM7HRkot4nGyoJwJP46yWeJ00zSy1K0AJE9NYSAeXaarn3/8ATTdL6Icm9CB+89j2Ii8SiNecEsyyJn2pe32ytY6zTXpO93imQIqTKlGbXpEHyDwiMG8SUSq4Su28IFj831lq0OssZc5FTQ9A2RTK1EOBT4hooOGf3I/VsXaZ6dY6srCG2L7c0Wbdfg/uk9jDHY7x8rhwMAeTGVDO+3WoikOCuR1nFGFmoFQotpOpNXExcYUpDJvkLcPg6nZ14b/TpiGI549uwzePvtT6DkxRnar8ZIYodvrUFkRY4UmwuZdiEqC98OxmgRIsTo6TyRws+Ql0yZF66Rb8AFM156n3qlCw+AJWJtwHQaVX8MQLXONHuc6UOrl8TIWqrOqmTerijKCoJcdwXGGJ2h0QcyYjicUSuwu9njdC9xzeQZ4X2D+/unSAyZWeuQa1UiWc5J4SnSqpPNuQ8t2rbXRSloiCw8gQxjnLHZ7LHZXgMjQaPTdEaytDCd88R5yAl3dx9Bw+ZWczrvnWq9h8NZtfC+8fqwEs9lyV6pjmTIgnwUS13E2vOfNk6vM2ddUHOEcxZt22OaBt1gx4k6p/P5gNC0ePz4XYzjCefzAfM8kLkQ8zYEXp2mB5KxhYZdWVvEOBLTWzfzpI6nolqpIPfaZ3HEo0fvoIJcUEVN4oLXBTeeRnTbjj77vlUSmmYfSAfFmQaiRJC8jFoXWVuOGSkmTMOM7fUW/Y4yPISTJMFa4ldg7ctL1F5fX9mXjOimgWLOrbEwK/dI5XAVo6M75x0VHO5y5FpSRmGuhwGhG9KJr0MpC5NE5WdYtl+HMRffr991euiWTF4OUqgANIpo2x7DOeHps1+j18ByU4AMrsTB03uP4BtqBmrV7p7CKQMjwsuhuh41NKEjhNmt0q/zYmYlV2WPn67bknlgS9EGu0c7pDnB8vv1jWNOiyh8nK5dcWM2cpjGBZ2kF2aY2+Hw1te8hVqBzX6DFDPeeO8xHp49YPfRDaw1uLt7gsPhGW6u38Z2d4MYR9qv1mZxXKDAGLonlgo5UvU0vLfPXFiJrxRTa+OkHDhBYIbhgOfPP8DX3Px2fk90nslevr5kH1/UJyuPIPYfEiQjJ1a7MJ9P/mw6T2i6BuNxQIpJoyLE+6Swpf7LXK904eH8UhjkXDCPojMXKGkZMzRNj8r21IAEdbG8rFYgArUJ2hHIAWvbsIQmibS0bXC8PcA6i+E4InOUfIoJ3jvM80yW4z7g4eEphcPxPM7LAVwrcklc7c5w1l1wOxoOBPIeNPddhUqJ058oHiiGeemacqLo+ArpDgIeDs8JHqsz56A4HaXI2EVkdjkuQXCOk1h94zXF0DO7vtS6oB48mmg3reYDiAmOLHByViRpbn+1wcwzVMoYoI0pRoJUIy+0OE+4uXkbz59/FqfTHZqm58+2aqT14hBIIxdKgCzKeQmhJXt6t6BatVZUZJhqcTo94ObmbYgrquUEXWOJ4X68PeLxu4+R2fZctP+hCYhz1K5gTZ6TjR9gRnypSLyZi6/D/ZN77B7tSBGVkj6vcgA5a3TjWRe/r69X6zJgn56OiN13zz/6nF+38DDqEsi1Mqozlp7XWupiFFYqqlkKANTlWTTGLMaIvLZLZrLqyuBPeFo1ZVXRxClq1+u48z/c3+L27kOINFSaImssTud7ldqGpkWpCfO82MTTYSmunEULC1rHFtbS38U0wzmnclPPoY7WelXIpBSx3+3wxptfBWs9Nrstrt+61mwWWSvTOFP8Q66qclmjQao0YeSj2KW4k31sGibsb3iNzgndtsPX/u8/gc/+0gd4eH5AaAP6XQ8XPI6HWzRtD+9JgTcMRy42A+I4IwQaqcj7IPT20m1a+GulJLJZz+KTxCTdBDRNq8VHKQmnuxO6bQextZeGKBcKDzRctNZaLywkZJxPSp5I50O+HPEuZmFVLeVD22AaFjflWhbDyBe5k7/e9UoXHlqNczU7TQuBUf5bWRe+2V6rT4YsSmH+rmFyKWRkBCHBcFKQND1VpsZZxDEijkSmzDEBkQibJhqkknD//AmNKmToysVGKQU+NLCFpaxsigNjsHFs7c2Jjk3TrHgqi8Opc57lagV9v0fXbeFZ1QJAv1ZGLtN4okLHEgLS9A0CG6jN40yhbX2rB59+H54TiyTLAuwjAMSU4F8wGRMJ23qEU3h01XTkFphiXpj5AA73dzo6SonIohK4VGrG4fAMovWn90afqRQSTdMhxplnqxMXbItVsA8tun6n7qcigdUCMxMx7uqqI1M55xSyzDkv45ZKklfnyNNFTIVQKyorAiQvgfg5VRf4NM463rPO6aI93h4plC8ElhgSN6aYrIXoujN9fb16l3gqxHHG8w+f4HR6YLm3eHOIWi2DHieSraIU5GTgPFCyQTbk/SIcKd0L/HKIq3SWHU6lC5WmCVg8eYBlRKjr2xrMw6xEQuctxtOI+9vnOJ8flAhP/AYan8goAQBKLboPS6MkaB+w+FaIAdbyZ0U7+jVXRBw7G07VJl8P4kEcD7douy2u3yAVS7fp2OK9cAjbkq9lrYFtPL1Ht87IkZBLVuj1ja5b4rLQCCfIfhDJFfX93/4ejrdHcsqeZmyvN9hsr9WY0Frit8CQGWTwjTYl3gW2PHfaQEojZZmDIgRa2fOIZMtoPQiFCA3dk9PpHvthj27TsQdJhg+O0mVf4N2sfy2oSimcqL0+D+3y7CwFcVFr+aYNJKaQJisX5RO+zPVKFx6GUYg6Jw5FmvSwKaoGKIjzSJyJUrBGBqSiI9e+VSGz6jKk4pOCpOHo6bZrMJ5HklcCGogmh8TpeId5nngGKA6FAYbzPSRJVkYy66tQAo+OWEhaS6SsCuJdEERH/3a3e4Tt9hob7hKatldGufqChAY1FnT9DrurazUNI24KS31T5tFA1c5cdN6SZWOcuwg7o9e78DzWXRYSq4MyOZTKPQ9tQNM3bDNPaMcwnBmxMCo9FsJajDOTysihMOeMJrRIHIQ3TQOMGRXhIH7H0gUaGJIwMiqir4Ot5qWbOp3uENq3V7Nxg5aLsdP9Ce/99vfo+7uFCyQ8HWspKZc2K6fGaXFOugGQRTbPqeeENEckHr34JsCOxNgvlTtblhC+vl7tK7QBJQEPTx9wPNzqOllfgmzRr3mzZ14HVi7UCn3z3meMUU8PPSBW6dHEV1uKYDJJXFwsxf25VqiFe5wiNRzOYjpnJcEa5mucz/Oi0oM4onbkyikmYRp+ZrWYAAidtBY6+jTGIIROD0hxc16PVTabax7NUGEmPha1VuK48SG5FEuLWkZ5G/5ypCWjFyq2LKrEFvCZURKty+31loipsifyeeCCx/Wb1/jglz7ANM464qLx95nyn/IyEu/73fK5GsNFR+YgOBmxkiQ4FxoHW+Pg0uL/1LaM9nK+lxRvOUecHk7YP94vnzvfb+ct8sDx9uDcmRf2b0BGwcvzt0Y9ikj/2fGWig+g7Roc74+covzyYxbgFS88gBXjOC7VVmXprHzQFRVzHNWrgb5mgSRzzuRhwbHU1Ni+gHowZ0FSbMGQpA8Oc8qw3gKzwTRMOB5vifikIW2XCY7OB8xxpPFPzTAgsxlA8kNoJmqN5QKqYJ5n7q5J9SCeH31PpjtN0wHsmEeqDKqmxYTL+wabzRUeP34PV29eqR9F4FRDIdSKbFj4L7ZZCEkukOTMicfH+sHNK8dEvu/WrhnlBYEXfdMRPDkPFLDXths463EeHnB//xTeeZ5/Bi26qFDokBLJ9dp2A0xnZOa7kEugcCMopRb8+lKaMU8jz47FktotxE1+ZlJKGE5HNO0jlYm1TMAlVIg2C8soj8zdMy5timtZNk65l2LGZgwrZJzldFp6FuM0w/tWtf9r5OlFFOr19WpdoWswHmcc7u945PrxwuPFAlPyeqyt2kkKcZuK3axKjDXfqBhS6a0LEbmsqP84X4N+7hI8J+ZhghrEOeH+6R2p8DiQDZXyRIbzgUepgTKFWJq5OHImRjYCRCYqh3CtUhQsMmDhtlm2D0gTNWZCNhXfHhkziKLEWsfxBBHHuwO6XU+278yZWI8DdKSclxGEyRTiBkC/Pse8BEWaxfskjtS8BvYo2lxv1B10PA5Iacb5/IAYJ5zPDxeu1dI0OrZbF8Wl2q1fKFy4SUZBLknvQ9ft1QeEnhFCy1JKmIZRyaE5Z3XaXhNKSy6KfAniC1ByrRQN64IDn2P/qewVM08R/a5H23dqsrbOcPlC1ytdeKyrtsgOdEWLDkE1CMIbhgPb/Kal+mavBelASipAI0gIEyQZ/pIq11r6s2mY1N1U5lvzOOPh4Sl5S3BhIPPJcTiSqQyztzebKy56qLO3fCiKS2ecJ33oDGTBZhgYLaassdhur9C2GypOuNu4vfsQd91W0ZK23cD7gJk18kLE8sHDeouWITtrDZwnBU/ThQtCUq2ktvEvdGspZ+J6OEm3pEXsPY0hfHBIAJoOXDnTvDW0lIApm0QpGZv+Ct43uL39ALZaHa+IBfEwkDGRdwHjdILhwmx9OefRNj3mOKrkzhqrGy2lQV7mvFARwTLgOOP++S3efO8ddWztdj0jQ0tx5YNH5A5S9P/OOy5ml85qXYwBiz+M5fRbAEw4pU2jbTc4HG+ViPaa4/HqX6FxON4eNUdIP0sj6oKih7K1AKoFmMdVK+0xqVCx6gJljZRUkC2RJuFw4YBLMkcmN/NhI40F+THwgci5VE0bCDlmMzKy+y+4/eCW+GlrSTgT4dtuSwVCIqK1d4Ek/Pw/6xsuTBzvc4sqAyBU8ny+1zVCoY4tkjHq9QGA9s3tje5BlW0DiKRKUfFNF9TgrKSMCDp8QxPUMr3puCBKWVOiAQANkTFjilp0zOOkPBor+SX8esTVFKADO0400j480L0SR+Sm6RQRcs4j5ajeQbKfSSPaNr3aAgjpdkGLFgJsKUn9UJx1ep6Q5cKM4TjQaDtltNsOJWWMx0GLy/Ul933N7bDOqN8HIMaJXFTkgnmKGng4jxOmYcRmt4VpAkdBMD/pJa5Xv/CwNCOZTou/A1WOTrkRJecLRcRFB7kaF/h1EiRXiNZbHSOElmajbRMwHAf1ugDogZTIaMNa7nmeSOoaJ8CQ+1+tZKIjmva23Sj8b63FPBWUmhCaFog0GrDOo/cB3gVFQFKKnG9wg6bp4ZxTKG4aTxgB7vy9jlxCaLQToiwWsXtf3rcPDqEN7F3idMRkvdM5p9UNs8K7BYaMnJFAenkDBybLSjKnbIgMNYY2sOU6za3nccZVe439/gbn8xGn4x2G8QhnPRHWOLwoIbL0mEx2JBrbgaR5D/OziwAr45wWgEKMC4Hmp/M8wLtAqhjrObiq4PD8gMfvPdZnrOnIFdV7T0gHq1eIQR6R4uWCexGtqKWS/f28dEGy+HNOiGnG6XSnZmmlivxROEhfokXz+vqyX8NxxOmOiIb2c4zOxMNH5PS5RC682dSpCK/CwiXeg/oW1pM5lEQgiBJButWaCdaX4kM8ZyT4rJYKOPp9t+lYhUVr+fRwxvl80MMz5YjKIXCbzRXiLEGcVCxZu6AaznpVtABgmWjSDl89lfj7CRo8jSfNW1rzmyhfasvjFWq+ACgaCmNUgVdKRXDkvCop2f2uJ4TDLjH1AGAik1sz24Cnwt49VQ/q9feRkWmaE3JMuPvoFk8/+yGm6YzD4blGW5Daz/O+TKqVh4dnMGaG+HUQAZ4yZnIhc7BaK6eIBwTmtIjBl7WWkGG3hAh23EzK7093p+WecwEh5nX0PS7JxtXUCyVoZeViKYwU8VSAHKQ5QC8TYkYjpQnxdsLjt95U3pG1L7dRfdED5J/6qZ/Ct37rt+L999+HMQb/4l/8i4u/r7Xib/yNv4H33nsPfd/jm77pm/DzP//zF1/z/PlzfOd3fieurq5wc3OD7/qu78LxePxiX4rO2FPMmMZxURHwzGxtIJVSVM25XBcyMxkfyMhBNnspZuyikU+ZZEe+WWaXd09uV/yBJTY65aSLJ4SO/9+yfClyIFJEijOOxzscT3c4ne5xPNyqp8N65kmzvg2apsNud4Pt5prka6HDzCZhOnstZUFfQN30/vEebd9SKq/3utlIJ9awv0TTBn1QfRPQtQ0s3ydnyTLd8a8ds8GDd3CG/mvNWie+yHWtM+ph0XQNNtdb7B7tcP3WNfaPdpQXcbVRFZJs1ClFbDZ77PePySaeEzCbpkPXbXlRkjxNFq18/sLvkXFN07T6frfbGzb0yZjZQt3ALFHT/IyFlq3ynVHb+LW7rTwzAM/KOcVW5IzzSIQ9yNyZETXZXKSYvL9/gs1mf9HpvL6++OsraZ863h0VFYUxhBqYJVCLulYhJsvBnJGZwyReROKPMY8T4hQvOncqUOnXlNFxSSjVYLjVGG89ilnL3Wslx8qUJnUepVTUlhulRCaGqGiaVvOnyO670SJDEqbnSN/nfH64KGakAZFnfZrOmKaB3jfvpQYGh8MzDMMDwGhH0/a6zpU8yihk0zXEIWN1i+eRsqw5PXTLMjqQosM6ow1ZThnjmULSpvPEmSXL+TAcR3z2v39AQXeMnFJj0jDhN+jrM8aoX5CMWGQ8XAq5nYrr6/rX1i5ya7lfgjCp+qbt4Tk0r1bKa5FmOKcCY1fu3pLEaxbyaEnSDIpIYxmzJM56qbkgMdoRp4iUSLFEz8eAw90Bno0oX3Yk/EUXHqfTCb/39/5e/PAP//Dn/Pu/83f+Dn7oh34IP/IjP4Kf/dmfxXa7xTd/8zdjHJdD/zu/8zvxn//zf8a//tf/Gv/yX/5L/NRP/RS++7u/+4t9KTzjow8zMdlp3WnmnHS2Ns8DhvGoHWQtlw5twuNQWRrYrc+sDhprKYejkrRIbvTp7qiVKf9wiFlO01Ch4X3Apt+j5UUjCZC02M4YxqM+bN4Hjj4OCL7h8QuNUqRjuL56E48fv4/t7gZdtyFWd7cBQAxo7wI222t0/Q7eB+x2N3jjja/S4KnQeDhWZkgBJ0YyoQ2k3tDR0iVhyRgQylHJSGzhdNC90c/HWY7pXoo5ed+1Lu6B3bZTSZp1lC2zvd5iv38MgDgxAG1CXbdlC/rFbEvesxirrYP2ABq1kGFYgrMOIbRKLAW/bnl9gnYZkN8CeMMmFVDQbmu9kYuSwDAzHr/O4ktsVgfQ2Ek6JwD8XmjDHseTjs9e8zt+Y9dX0j41nyc+aNzybNQl0gEASs0XhM2SE1KceYNnMicXJCWTXF0srit3pQA9wyIb/Vh4l+x7fEnhK87D8jyTUoN4ZiKBdc7DMfzvWJFBqK2HSGVRSSGW4qwhcJJFRUiAZ0XZMoIAoEi0Dw2TwJc9uOWmopSCXIiMGUIL1ApnPTb7Hv2ux2bfwwWHzb5HuyF7c8vZWjqmKaJy43FVqazQY3GBZLqsxsnTecI0TMwhpHNiOk94/sFz+ODQb/bM0/DY7x8zv+PAJNnl3hlGLKhp7FXxQqMsbpDYxynniPP5gf2flpTelCIZyJWsUljJqbKWkOvpPGmBQw61TgsNHcPxnkcIGZ9v/nM7I5eUlxELFx4S/hfnidWHhOhpns1LXF/0qOVbvuVb8C3f8i2f8+9qrfj7f//v46/9tb+GP/Wn/hQA4J/8k3+Cd955B//iX/wLfPu3fzv+y3/5L/iJn/gJ/Pt//+/xB/7AHwAA/IN/8A/wJ//kn8Tf/bt/F++///7Hvu80TZhWuR4PDw8AWPrqrLrr6QNbiQ8hDGXJ4IjzgorIhq5V/mpGqiPYlbRWKuvQNhcR5efDmSrDmnUeD+YMkC8EezSUrPwT0XmnOGu6oyxc68h8R6KWpdugLr7oeKZtN/yAZdbTJ+0c2rZHv9kj+IbsddOMvtthd7Ojf5PyAqfNiTYeW+CbTi2WUUg76zx1NpFzWZyxyOWyXjWMfqSclXDqrIWtFcVUFO+AlNV2XeRscs/FuEa/V/DonQPwBmKcFxkfw9FCIJ2m88LjYO4GcWCiIggAwcSOQ6VimrUbmaaBi1eri7jWgrbpadTGi+7xptWFitXc8wIpcxS6ZdbqBO2weIafs/JCZKOrlVjq1O3QQk4pou+vWM8vWvvX6pYv5vpK2qcARruNoUygQs2Q8rWk+GCul4xeAEDC2AhRAJBFEUGHgHMWNXhGGFfd6hzhNt0qi2MxzhK5Jx1I9sK1WcbW8lx33Q5kwJdWh1fS10iHGBUuojAjiaioR2i0LEFvMi6m98YhaolGz23bYxyO7FmxILwSNy9jSIDWuw+EmPa7jhHU9jKbyiwmkIDR/dw62mOk6Bcvo8ypq8rLKhXTOKs8HoyaPDx7QI6ZiKwhMIpqsNs9gnOeEYslumOeCX2nfXsptma2mhfnUykY5Bm11mLkUco0jyhdQvUBhgsgKTiCb6hoW8mkrV2C7STKQ0ju8tnklHUMU6ugcMuZKNYAOZLjckoJMY6M0ovRmUfJCfMUcbo/wfl3P+eae/H6ku5mv/RLv4QPPvgA3/RN36R/dn19jU9+8pP46Z/+aQDAT//0T+Pm5kYXMwB80zd9E6y1+Nmf/dnP+X1/8Ad/ENfX1/r/r/mar+FXv0Qcr7vCzBWhzEbXfw5Aoblawe5s4jkhyMblgSIPIkmRDFLKdCiNM3KU6p3Y24JydO1W01LlsuxUJ5IxGIPAWu39/hG6ntJkp+mMgdnRMjKyCmUGks5ur3E+H3A83mIcj5jnEYfDcwCkaum6rRYdTdPj8VvvIDQecZqpij9LWJPRkZNAt3L4O++0ww+Ofi0PpbMG3lp4Z9E4h+Acgve6oekC0Pmi1TGDdRRC1/YUREeLgEzKNtcbXTTtpsV+f4NNv4e1lt8PM8sDsd0pmdNqcek8L8bQaUflOQtjnkbM84jj8RbH4y1alh1b45g9T66Kcg9qBYbDmeKj+XX6lREPcV+sIkUaSmUWhMc4q78HoMmPckhIF0KbcNZx3Tge9BlcF8ivr//x68u9Txk9AFeGdzCKegCAWJovY2JqKNZKvFIWX4VaScmhDQREDk+upOTLULS4AFZGZKv9TAwC5ZrOExI7fW63N6pKWdZ1YbI7qTFQC04nUr5IdotwN2otKDxqFgt0QW0XuX9ELpmdiQ+Y5hHjcMA0iQM05Zpstzd4772vI4MyHld33Zb3kRb9foOrN66UtB3aRvNFfBtI5cE5VNZRQF277RBaUjPKvr8YAS4IcIoJx7sTKRbvTqQKMkS4bPoGm80efb9j19ZG9xDxB8qM+ohHjzGWzcEWvpd8PqLUkZGNPB9xHjUw07EDrPAYS6Wmrt91n+OzXj1/zup+I83TWtpd85IXJR5X4k5a2KBTxkAxzjwKpLGY8D/OhyU1/PNdX9LC44MPPgAAvPPOOxd//s477+jfffDBB3j77bcv/t57j8ePH+vXvHh93/d9H+7v7/X/n/70p+nFG5JwjSdSMNSyoA4ykngRql5Xsyr/MZfIBsxSiAjSUStpwb113DVUHJ4fePZnGInolTQE0GhALG6t86CEwXuczwd9GAPLw+Zp1O7EWKdzO3LwXBQPIo0VCPbu7iOcTveqa5f3LpDoNJ2x3V7TXI715o6j6Tf7DdpNi35HhmLE4KYupgkewTk03iM4D+8c2hDQBg8vChFr4QyNV6yhQmTbtsr5AIC0GsUYHo0Rv8HAN0GTD31w6DYdrh7vSZoMXhTOommpiAi+Qa2ZZ8OEWpCUuNeijsZatMmJMdt6TiqywMxpmk3oFOKl708JsXIvXfCYhlmlhqUKOXYJ3QIjH7JwpXNR5IgXOxV5y8EhXyObNv0ZsdRFQtn3u9dFx5f4+nLvU+tLDu+1GksJpCXz8zlz08TSeUZtRVUiZOoi4YI5M6+DjKDAB4YWvrIv5ALxcZDGRwzzcqTR8flAKoiWIwIo24iTb7kRKpUIoQ8PT3E6P5CiYjhC/IcEnYR00aCRAiEWJHvPPDYAoGiJEDPpPdO9sdZis7nCOJ5wOh04nXZCCA2u3rgidV4TSM3CTZV7YWzwYggoAO3kRfK/IN+XxV3oGjQsKphO48LtcxaBi57NhjJmQmiw3z3Cu+/+NjRNp0RQ+czG8YRxOmGeB+KoGasNkjQXiwoo8li449dLDejh8Bzn84GKP0Z7a61o2oDdo/3qeSqKcpHyjsMJeX8iXkvWfWk9jpGzMUdSAJVE+5GMVyLzfmKceTzMBUsuyCvVz+e7XglVS9u2aNv2Y39OG3zFPMz0sKLq5g1IF7HYUOtMVQ6CVYiSzOfFm8Fakp06LlLWP7PpG/zaz/+aOnS6IKZaHSxbcwPQ1yLeHCKj8t7DhBa1Zv7wsr4+0nMXRWzogSY+gvcBfX+FkhNKpgIj+AZN04OIVPSgl5Lx/PkHqKVgs7mmPy8kZY1TRN6QNbK4klpvtTuahwlxpEpcFlwqRYsNGwKcXRZIGwJiznDWYoqERjhLJkc012aEhA/qWCtC22AeJ/iGclzivLD2202HTczknpgSdteEAtHGcw/nPHImV7/d9gYA8WRQKTreGIPr6zcxDEdU1v5P4xloOoqcB8j5rxaSWKeZCLqhQQhBJYBrk7QcScNfV2Rkw0gZQJtjLFEL2Au+D1+1LHHSma2paR4vM/HxwvlP0iiFoPaa5/GVf/16+xRWZl/rS8YthWXzsn9Jbo/3QfcEazlJmz1sSFUwI46Nqu3Woz9jyFOIrP/FwNBxanTVoEMJwDSWyJmn++OyLidyDzaWXDhLTrDe43y+x+n0cGHGt/C/CJmtZYHxC4+IaXRM7qTOB+zbN3A63ev+TGOZmUbU3BLn1Xhlngc0Ta/qDiHBd9tuSdv2DnGaNcbeeadBoMaQA6xc6wKlMFLk2dcIgPJnXPCw3mEe2BW1sWj7FjlmNH2LlO7UtuDR2zf44NORxQSNciCART5ba9XcqBBapDSraoV+btJxvcvLfa2loBqLYXhAKQmPHr2rY/jQNqpqkivFpQiQhge1qsRYjL9yTCoyWMjuS/GVEyEk03QmCW8tiFHek6R+X4ogvtD1JS083n2X5jsffvgh3nvvPf3zDz/8EL/v9/0+/ZqPPrrMKkgp4fnz5/rvX/YSnsCLQUIk25QuouhiVgLkKrVvvVCBhfslDGAw5BbaJZwnzQnD4aze9caQ6qGUAhsNL6BRC46cE+Z54p9t4H2nIwMywKHOpm1pzJDSYr4TAi0gMgWj1FlrHaZpQIwjq1kGLToA4OHhGR6sw83N27i6eoMqb9bse8+2vMaoZMpaq3CjbzhS2VnMADZ9B2sMSiXprFwxJ3jrEPmwlLTaWknOZgyQywLtVvEUWM1YReLWdA1X1aT+2F5v4RvyKghNoA2jvA1rHA7HW1UCbbfX6LodoUaM7pD18nyxydMGXhW+lOdE1C8Tb66Ow5wMb0BN38A3HtbRJg5rWNmzei/ewUhHVYUdblFrwou1gmFS7jquvKJc8nwg34q6QCo8FoLv6+t//PqfsU+9eK15HTq2ABQtEANC+gbLHiV+PF23Je7FHLlzZ8TNGJhiYGrGdKYgtJILLCybl4FchI2otcLFYVVyVfKlD0RcFDh9jhOGhyeknqtkhkVN02KgJ3ukWXHULCtgJOqB9sOREeKgHb9zHvv9I8zTACfKPEAPZkIaHZPpG03Azimj27Y0um695iwJv8OYoNwWHRWv1C40UmkwnkYWK6yRcRlDU7Ng2a7cWGo41+R25yzinLDd7vHee/8LhuGI0+kOh8OtmoaJTbnYG1DUQ6Pk+JwTmrZfzrPVqB6GUA5jCEF69uwzhK50LStyPPaPdupcq5+JcwAyUixKMF4XCCIdrhWK5udVCFyaI2Iclcy/DrSstXIS7yL9f5nrS7qbfd3XfR3effdd/ORP/qT+2cPDA372Z38Wn/rUpwAAn/rUp3B3d4ef+7mf06/5t//236KUgk9+8pNf1M+jEK+o5FLtCitlogg0uTZhEjTjYhZv5QNakA+xE5bRS9MGtE2AsxbH2yPNUDPBnMJHCI2HbwJ84xmFsJjnEdN40k1ECKHzPFBkclqIqjRamdG2PTabK1XDyJyz1soSLNqUpmnQEDrJNgG4Mwgtrq/fpByXDTG/Q9ug3bTwgTqfFBOmcaZDFVAYlJQaFGwmBYUgF1EMw8ziULpGNvSzwfJnSs4NNGOVh995YvmL3BagBQ6GXF1w6Hcd+qsNMde312o9PE0D7u4+wuHwHCklBE+jEtSKeSISsfBThPm9Zu7XWng0R6jUOBwh5nIy3/Xeoe0aWOcwnsZlVuqdcjfWbHkwAqf3wCy/kGdJlQgiU0tJCyYpkrVTVGfDj3fLr6/f+PXl3qfkWneRor6STTzFCYmzeiQaPbG/C8HaC7xNzYxkMV1GQLzYQOl/y8rSmg9VYMUbKeRh4RuvRbEgJd4HnE53OJ3umABNUe8lpwueirhvCuIsjpxu1RQJsiEqDWOo099srmh9waDlfBK5unarXh7O0Zjjja96A7tHO3RbMuVKnCEiAZY5JqSYNJJgfTOkM9cunV2XQ+Ph2VtIZLkueN3XZe9IyutzCzrcNMi54P7pLWKMiHHWde194P96VeXJniSqx1pJeVlrZWtzx6jWqK+9smupZE3lFHE43NK9lsBMa9XFVpSa9NnwnrIeO/HeVXJVRERSy4uMiFPW9yMjPiHGCtcjxelCHPAy1xeNeByPR/zCL/yC/v6XfumX8B//43/E48eP8YlPfAJ/8S/+Rfztv/238Tt+x+/A133d1+Gv//W/jvfffx9/+k//aQDAN3zDN+BP/Ik/gT//5/88fuRHfgQxRnzP93wPvv3bv/1zMsW/0DVPcWEdA0AtF+ZLMsYwxvA8jR05eRQgYxLVOEuxATHFeSEETTklwsewCO1S+ebEyYB5OVBC0yHqDH+FxIAWobUOhrse6RiaptWK2Dmj3QKMwTiclOOxQJgzxoFGOV23xf7qMbv6NcSjkOKopYNUZnhyhTkgNOycWpZAtAoqPgDAyMHNGSK5FFhALdTlSmUx+fHOIfkMJApYqrVqbLxEOJdctXCjOG6S2paZUJDKi8E3nklco8qQ7++foGla9P0VvQ92YU1xVjKxoDptu2EzI5Ys1gJbgJSIPX86PWC3u+YOgooL3wRN6k1zQrPbIhUqOmUjMxwcR59/vrgXYP8XeVbWnKNSqi5kuRT54K+ZpwHX128glYjX18tfX0n71IujMuX3sNJNVQYcGLZ8XeHngwiaMnbL2fK+QMZbOSaUxqM4jg1wkr1EUebtpsWqnr3Y4+SSUYIQ7621CE1A27b47Gc/w8Z6zHtirxvx2hCVDEAjYlFayP6WE2UwSZZSzkmNsowxaEKnxUmMI6z1sDyWbltSmPXdVj11HJPTrbVIccVvmROaLsB5hxQrkeUdNwZ2RfLmvUdI7MYAKRb1LJIMJTl4U1zkqyplZnQ2zqws4nUb0wzHJpEABwQ2PY2MWII8TXdLyCXbzZPTadARtuRLhcT3rCQl9c5z1rNgnkdMwwhjb7TBafsWa7dZemZWhYUUYKyqM7xFSVMkROec6P/iNULqJipCxKsKoH00l0QZLi9pIPZFFx7/4T/8B/yRP/JH9Pff+73fCwD4c3/uz+FHf/RH8Vf/6l/F6XTCd3/3d+Pu7g7f+I3fiJ/4iZ9A1y0yp3/6T/8pvud7vgd/7I/9MVhr8W3f9m34oR/6oS/2pSCzsiSlaenUqwTBUbdIN51kP5JwCECLDNngRdFindOO1wXquo0lYy1jDKY5QgKGrHdoncV0XiR0vvGIB9KxByaazvNI/vqMVlhL+ndBZowhy2DPKg15PUTybDmt9YzzeVjJyjzxHHaPCP2YR12819dv4/Hj97G/vsHVm1cKKZJsjB5sH8jp0AeqoJ23qtxYu+XVSgqW9eZZKxVgMoLJKwiz8KKhewxYGLQ+YKwReTVfpc8la66EsUBhMimRm4iD4y0VTILMyPs+Hp9DSFinE0GAm57IVaJO6dIkP0wPfB9agDeFUsllVqTJciA0bSAr9zboMzAcB0znCeURL1a3spMvC3lvmZOunzNxTFxkhvKzpDhdOtXLwiUmkvPhNeDxRV1fSfuUPCfL74uOU+Tv4jzxXP/jIPQ4ni5GqSRflaLE6gHhApGZFz8Kg3mc2ImYRgiqxrJWZe30Pe1SkOfCh3HCw8MtRS2AuGfCqys1q6pCkEDKcqmwPiAxD2u7vVJjw4abAjm4ZJTsfUDTEHlbiOM3N0TsDaFD23eELsfCqAYdW8fbI/pdB+u3zGErmBmBCG2DWIlMT5klBk0ITP72SmA3htFZaxUFMc7C8jp2wWszKehIitQ4pjmSY/XDLYbxiKbpsN3eoJaCrtvye6HREthVmozhsibUpjSj9S2s9cqVIJCds2iYH2LZIl0QKEGFBQ2Vsbn3pG453B61wNRG54XJgLEcEwKj70kMwzKTdeeRvGQq+ws9PDyDuOwamBXyRghTjC/XIH3Rhccf/sN/+KJ6f/EyxuAHfuAH8AM/8AO/7tc8fvwYP/ZjP/bF/uiPXTklvZlySdGR2MdeChJjrHpjkGxqUS0IHCVW2GIkJu8ztAHBLW6c8zjrmGAaiU8QJ2JspzlBXApjmlmH3lEFrNHvEU3TYp4nht2WVETngo4A5BrHk3Yc6w+augaH84n+XjaOwPbq1hEJSmahC1+icsAduc2FLqCWRVq17srFHt07h8Qk0hev9Wt1L8hpjTEYX3gYJTtCiJiSE+D8ZScm1fg8RvjgsbveIsdMPiX9Fe7vn3D+AW0Mw3iEtR5dF3hzpffdthv0/Q7iChm484rzyDAodROekyKP90e8uXtL0Y5aCnzbkE0+j+loFGcB0KgtcUKysQZIVefDyhg3RjMf6P7QKIXyHZjpXxbymdw7w4eRbJSvr5e7vpL2KWAhmpfCJmBVZuX0mcu4cJHXFjaSOtDazvJMWw6XpH9vrUOaI+qmXXxxOCwRBTCOCnwHB+uNStpLKbAsf4c+nwyXs232/VNyY+66LY4cxghAvSpkZKIjku0G43ji1ykumU6dhuW9iVLj6uoN9P0Ot7cfYhiO8L7BG298Fa5uHuGr0wPw/6ZCfDoPFCGBBbQYzyO2V1u0m5b2YruoDwFyD259px4UhePbHYc+lpRRDTU2zlokk5GrId4eW4cbRjprrTAz/RtjDNpNi5EjOpq+UQm/jLxFXUd8s4gQWt6vGwAjnHNqFCYKvKINaK+oRykZ/YaQXFFHAqTm9KHR5mUYjpjOe7h3HmnQ6YseVPS1qxiHfOlnJfeoZlJG0ShePKLIM+l8PmAYjsotlLH3hXHn51AQfa7rlVC1fL5LYDBa0InJWcLKLXpT1gxsay2KWYiWwueQcYtlhrdzTjuEVDJyKVRgcM6IXRUnJWc8PD8o6ZBIUFuViWlUuynKXm7bDVDJXldGQ855uEBEqZRmnMcHlMwhYoaIUvJ11nrc3n7I88kWhqvj7e4a/W6rM1CB0IyhQssBOst13iE0Ht2mQ+C8A2E/y+W56BJyqTHQcYsFmPNBf6+b/aqAaL3HFKkw85409ARbFpTSIY4RofHIuTDBa3FQpfc2acHY76Uzsigl4Xw+EAKTMy9wMlOr1etLCKFV5c/S4Tn03Y6yYFy48CsAyL9D7p0tRlEjA4MgqiUuLMSZ1ToqPJ33GrZ0YQjkLI2bUFEdLfi1DBrAhVeKPBMxRjx+89FveI28vv7nXlqI80EBRWWTHk7idGydwzyPGIYjxvGE8/meVCK1ZxfMoAiuoJPrLpNg+uXXOfFok9FLYHEZ1jVeK1xwSA+JO9+K0/1JvwdFE7SYZ8CYjJKTZiGJeWHbbpgwuuHx9OJyKhJ3IUwmRhzFE8I54T6Q/1COCZHTaY2hTt8HIpPmmC8Mz3wTVCJq3UKQr/mSSLrmNkh2jQ9+4bBZi8SBoYXviUhDnXOonhHuTQs7Lb4Xu+sthuOV+pA8PDxD3+9grcc0nhCZIC7CADL98ui6HWrNKg642APkvfmAOp31c9j0V6ggXhiN43uE0KCUpKZvgmSHxisXpdaqwYCUcF51tKKFlZHieHFUJkO1xLSBQY3D6NcDPDfVOUeVIP+WCIlLkRwvL+en1DmKxpn+TCq9FfPWGPg2MKxF7G4AOmZZEwwDIwai2rDOott2BL3zLGwaZpRUdCHK4iYzK7sqFiTRltnsTL5KadYRxcz22afTg/I4Mm9S1jpsNntI4FlmV07nA0JZEJp2QyxrcQUlFnhQC2HteuyC7lguCnImFKKkDNc2NFbh4gMg91K5r8YYOP5z4YIELlBKXSpsZy0KFzoyjkgzbSRoiE8SPOXDpJiRU4Kp9LnsHu0R54TxbJmfIvydt1FrVZULKtkoEzTd6OsRIpT3DZrQqr2+s16D9YTQJamwOVER5APdExrTcPIkv49lPFJJeMCLT8yZwEWs3Kf1WH1d3C2cj493C8YYNhu6erlF8fr6irtqrUzUpjVfUdmvg/apdaCacwHDcMTxeIvT6Q4UmOYh5nKFCegSH08jgqSqjVIszAqxNMZgniJade18IRKCL9nTrLUYDmcK3UTRgoHQQxofTyXDVPLJ8V3DJFFy122ajop4GFLjVPGqGS6av5wiIYw5YWLkkQinE3J2GI6LBNV7r02D9RSpoNyFmGC3HZo2oGkDPFsgSEq2NDiyJo0xqNQtkaw9EJK7HPYOORtFjVJOhHA6i6YNSNKYGeJ8aUAfo6lN03HTmy9s8AWppmKB+Huy98uYSszFaq16T8Uy3VrHn0cL71v2MmnVY2WeZ8Rp1s+96RrM44nUgjEroR+1KvK6oK9MMH2BcCtmYsJXpLEwURhinDBOZ1hHQYbT9UC5L58HZVxfr3bhMWfEeTU3X3l2ACuiHoRxfbnQAIL91XnSLGZictUKbHcb5FIoiTUXhJYISPMwU5gQk03pQ4r6ENEclAqEjpna6+KnVq9dAFXClk16IuI86fx0/W+stdodPHv2WTjrmZdileBYeM5bCo2FjDHotvai6LDewlZebKxTlyjthl0GjbNIMvdVAhldpVY0LwQYSYERXxjJGGPQ+OVRmwtJTcUJ1jdBCU1N38L6hHkAnIey1DdXG8pX2JNboDF3vEBnVQZM84DAEOQ0LQ56GlY1D0hND2cd8WGMgbMkCRRnRUnHLKXg/HCGDx7dltCg0DYXWTTr+a88O9bZi/DB9WZvrAV4rmqrzMkt1OWRDyUDIfAubpevr1f3kk5QNnUZq0nRkdnaf8qk8khpxvl0z7P0RYqaNeU1Me8r6rOqsk/mTMnPVWQxV8BkfT7dau1KToc0WMc7QjuMoVTnaTzx3ireMgtHjVw0m1Whs4yNcyY0o/D+RYRvVo4Zx7Lagfa6psWm36vplnhfLBL5qORb3xARnn8gSd5ZaebX4xYp+q2MK502XNVyw+m8NlR6bjgDYz01Xky2xRQBECJsnSXX2FTQduSOKgaEIn2OcYQ1Dl23wzSeVM1C6AbtdVM8K8FW9nxfGh2/rxsRtyLjOusUbcCqeJD8MClAowgvLDi3xSKnJSUcAKqpaiRWEpNL5fdl+e/MyhXZa0vJOJ8flEhM+3BWG/ovdL3ShUecJjZ14YqVF2FOUYlbUnyQDa3XmaosvBelinZlcW2dW3JFQKm06r/AD+k0TBiOA+I4s5FPYfJX1ip/HWcc44SmaTEMDwpjCglJJFjn80FhSkFGnPPo2i36zV7JWvS66GAteXFttdZoUiMd0nQoxinqeMXbpWtwHMwWGk9ohK0ciubVmRS4lOs5u6hWpOCg4kwgXbqNzliyVxfVB5NG5XLBw9gCJ7NJ5k8A0AXUtAF500HScqn4a7DZVxjzFgDgyP4e8zxit3vEUPJCki2lKDwseS/GkC9CjBVC8I3zhFwrfHbIJmM4Drh5m5UunuTWMy9MekYuFQvWGpTMShfmfuictSyfj3QX61EM8ZKKEoxlfirv4fX1al6i4gKwciclbwx1Ay2ULyWGU7Okk/J4D1jUMNJdW2MB5gjUSioOEwwRTM2aJ0RE0Ya/lg7TxcFUFCJzKmxRkBQyL4UknKHplIMW+PukTO6q69EAcRyckmVlRIxalcNUGEEFgDhP9P1Dh6btUXLWvwNoreRMjZs0aWLuSB475F/iHK21dtMqCZWUgBalgAr+svho0H2wCM6p87IxBrlQPsk6u4v+uwgSyGiSAug2V1uMpxFdu8XB3KJqs0nvUdUtxun+OU8jxvHMtvEHRkI6khHL18yE0AoqZY1dlEJsJimZUmB0fTpP6DZExE2QQMFl9E9eJIxWl3LBY1yjt2sDMUE4pulMeWRlGSFP0xltu2EEmYqWFH8LcDxIjphXN2nx7pADW6SJTdPpA1ErOfcZw5HK3pFZjnes8KDqueSMWujftD5gTgS7hcbjmGgDmM4TM7ndqpCwyKmia7dIOfKDRB242JgTAlPZkXSxQJ/nSYsiZ5eI97UclEirjs2EBprbucUZzzcBN+/cKPtbChFRi/jQEKGUZ52hIYlxWTkayoZnjIHFqnvn/7dhYdkToZS+Jq1nqxfIUUXjPWJOCMUhegpmqpXY1vQeDS8GoN20SOxomlKGCw42OSUTNz0RQfsd4MK7CKG9sI7POSPpRkUjlXUMuWXSW8kZm82VcoF2N1c4PRwRY0TrHXLKeHj6gOu3bsgh0VhYs2xMwIKUWccSY7cw5K1bOCBagICh9xTZhGkCkQWzFhp80yDeCC+bgfD6+sq7aJ9KKuWOQnxPS6K2IHeoI87sTGlt8zm+lyhPMqpfxjPA0hhUPkhLysztWDgm6+ZBnmErI9lScLw9sIFh0f1FYt93O+IZyRrzK2MzCTsTvxwfGnXjXTd3a6Ms2n9J2dL3O0zTGeN4Qs/BdAA4IiKQa2accXXzGKEli4Dt9QbOL+KAWqtaphPCwfsfFl4HsCbR0z21XJxJ5hcVenWFkFQl6AsyAFDhEqcZ50OP/aMr3D/QHhSCU+TVGEPN5HCg+APQe87zoDJjeR5EiEBjeSK9i5rJ+4XEKghTZmdr+XMxfsy5UORFE1BSQU6JG6TlOYpzQmg8qS3lfZWiFgtSgOg4WPJ31MKflSyMdMzzgHmcLw3PPs/1ShceFNazVGqyuKW40MoNlSOcHVvwGo2417PRGIX+lWDa0MxQw7pwqTY4PD8s0guAiIXB6UzNWosuNEhxhkwayDGzURa394GlSDMzoBukxDbKRmKPnZIjE4CwGhkZsOY+dOi4FlhboPvG68NgHenez4cBKWbS97PxTtd0aPpmqfRzIalsTAjeIZWMlueR4u0hxmKKbDiovXqpZLUOy6FSsumBxi6RFwW5AFqgSLYJjbIyB1WJjjSBCr5sLTZXGyoYrcHhlt4bSfJoRi0cD3uWjcZwCNySAplLwnA+oOt3F13beBrJOp29DMRWeTyNaBjeLbXyzyfOCdkssy9K8KgrUppAjy44xFkKD35+mQhb2AGwrDrC9VVrVbLd6+vVu9RJuQoHjBAL6RQzj1vGiZQi87yY1QHQsRv9piLG8aJz5z9WRKRW/rtV9gZs1TGyWP0L8khrjVDPnMjoKkc6TCTQrWm6C4dlcSRNTHR1bkvjAkZt6XB3hIByVIE4B6c0a5iajCf6bkfvn/e2JaOkMEdrpnFFSzy13aMdGg5/63c9fOPhQW6rvgkXI0+NIlAEnBo5cVgWzpo1BZmLNgqbMyi2wJQXuAuORr/jaUTbt2g3LTZXNP4ehiNEEi/FlXUekc3f2rZXfhmMQdO0+lxQqnbF+XzQvWpgxMQ5CY5bJNhiAyAjGNrrC/kOMeJK/BTHqsvleSC36uUZIl7HSumS2Q+rkngDMkIr0hwtPkPTeKLgzYd7DZ/7QtcrXXjMU9IHSjsBVbIskFCtVHhQR07zVM8yWiOqFmPUjVKIpcYY9fwHwAYudMPH04imayhyeJhXYwtRfhgmZbGPQyncEZB0yjka+5xOhH7ENANVYDFOVfUB1lg0nKIqlrU0Y6UNqt/sVapWx7P+bHkQAbJBFq8RYYQLozn09NCWlJXjUWvlbIlF92+qUb8OgQ1rJRv1XBf+B3EXaPG69UjFWpXjEqmOjWnGqIVRnBN3JlGNe6wju3pXK9AEGJOQI9ms9/sNrCdXUecc594UbLc3KCpfI8QjpZl07qFZLVar1s0iYasCJzdLF0kHf0RKCwlt/Xfyf+ctVUhYoMt1Yaw2xtYo4pFSVIRubev/+vr/n4s4D3nVIUb+f9bxiiQvA1Gl8peFBY8+6kIAlGv9jMl/lfe2+j/Ao4tUlNe2RiPELIrktDQyILIorZmMtPge8Z5F3Tkg0RCEhlCEujRWIjFVlMN12GzIcyfhReWXR7/ZA+OB3m8hyXATWoTQYvdoj6Zr9H2Hxl+qC5lLY5nvIaGOxV7G3Ttn0XivY6zC4+I1R82WQjLbbFBDZaWM02bEe0du0DzSfuvdr8I4njEMB+VmlVKw296wConOJgPDXBc2fDMWITRacAbfkLmhsYpin073mFpxb3UL38MFNF2LtqPXMQ1kGCdjITkLaJS97CtyNryI3NKzclnIoha0TYcj8LFnL6YZ0zzgfD4wL+m3wKglTZGMY6rYfGeIo5oQ9SRWOjDycDzeUkQyjx+MET//BelYChKjZCUlbrLkU5zhRMJUcqHYec1vAf/XoO07PrgmzWFJQigbT7CsdqFiJLOSpdEuXYoOYk1T95FSemHeWrRjzjGzA+gJ1hqKjt50ZInMybQAdTrOWbiGNrnxNKLbdqreMDAqpc2rzWFNsAQAbxfFi/yds1aK4kUNYy3mlBBZDgasSL6sZoGz6kQoXcs8zvDeKcLVbjuYcdZNUj67Ugpun31IIzXOdJDPfo14EDpG3BtJXZRN0q5IsCI1ll8fnh/w7qMbxJwR2oA4zUgR+gxBYG7OAKqOSaarwLl14UL+DDQnp+C/ldugzvXLIsN8fb2Sl6qwePwrHA3weG1tif6xf/vCWpOuk8Ypi21/TiQzhRy0sl5zIddO+scXzyKAJSjTWRxvD3BsFeAHz7JNA+/IEKyWJYkZ8AhYCiEayZBvUU4VFVllwbvdDeI8MTriYGCJ48IoQAgNSl1syOk902tumh59v0etBftHV9g/3uuaTCmjwdIA6IjYcB4Jv21jqXFav2fhnFVUCpDGsq/JOLkaQmezZeTcLiOdNFOwmuF13+965Dcyvtb+Tnz6f/sFPDw81SbChwZt7WkUNJ0hdumo3HysVE2CKBNCb9HmXj97sQpo2MFWCgWAVCzGWYynEY/ffbw8N3YpQGqpH/PZ0KK0LM6m0hTW1b4jDVvh/Uou4XpM0xnTPH7MV+vXu17pwiNOUW8OMb2zVmh6GQNUmoPSrI1InaFrGNlwrGxxyvmQytg4q1WwuHSOpxHzOHNOS1lMdwwhCzkyH4GVItZaHB/u6fXGmePPC0b2j6B/yzA/z061ABJpVVxkUoTetJhn6vIJPrXwgBKZhtOA8/0ZoQsaGw1Aiw55XZKRIsqSdcUrfA6BI71rkPIyXhGVT64FwXokPjT9anG61UiocQ6JoVp5f7QoHRDYwj2sFBxRijeaP1uOoM58z5uu0U2qZLFLbpQg6n2LtiUlkbXE56il6DxVYFeSz3om/TZAqaSyYUY7Ze+QzHceZyo6Vjb6ak+dHQwXndY7uFqR8+Ja6gOx5K0z1OZZyuKQQySmWb1RZDxYUS42pNfXq3lV5ngkzWZJSoDXMWucFfG6QDDqMlMXRA51iY8HcHHYYvWcrA8ZYwjpiGOE6Q0cJCJ9sRMYjiOMpHIHz2RviqEHFsUXoa0DMsPuYhomr5Wg/Zk5LWmVKp20iRuGo74uANrIyUi56QhpbrsW22tau/s39uTsKmvPLk7TYo4IkBJODCIB6OhEkFhg4aUBWP35qmkClChfGM0Ub541giSZU4IwP3r3MVL8OkoOjhPv9aRqkfdMAaCkrDsd7xZPJLsgyRQGd5lxU2tVYcFu90ibHJQKzym9cYrkyTKnhcNjLTIjIC54tktYuU3nxX9Dxm8LD0gKQnKDPp3uXiiGq2a35BxVBv2Frlca0yWo8vLPqCMXV8DVAeMcSdeYECphZUsn+vHvLwexFB8lF5zuT/pQ11KZlEoLgPz8oQqRNCfc3z5HSpHcR8cToRJ1CQKyziNzwJsEAnlP2njRTSeGMeU1nc/3uojJFXWkGSI/lHGatVKVsDXhTFju4r128nYJaGNykRRzWVwUS72AJCt4xLJiOOu46nN09qVWzJkM2NRO3RrEOfJ4hwhR1lEh1G07iryWsCYx71p1a2mmZM62b9FtO0Z1Wmx2e8oNyIupUggdmtChcIpm2/To+h0R4bCgWcNwgvUOKSVVBJVc0G3F6ZS1+N6jCTSjDcys/1yXGNBJgWSUW0Q/jzwLJME4auEIQO8Tf+if8/u/vl6NK6WiowgJgiSJLKFtUULXVjC2/hfC21iKCHGtBKAo3os8BrkEMgcuRzJxTowQE7nbOSIn+oaSadsNOR47R7kwANQpOaVJC6Sy2gPodcRl7RkDZz3Ei6RtN/ArRLHWrIhuCC12u0e8981KchT56u7RHldvXMEFj6ajQ9YYcjBNK3tvcmXOCJ5Q2MZ7RTI8N02C4q4vGrUs5HljFiQ3OIfWB3h/aR8gfhji+yRIzP7xHm+//Qns94/RND22myu1S5g5s2uaBuW5iF18rVXN1pq2g3dB176M7gkN9zgcngMAQgicwRXQdA3xDJ3Txok/ho9dIjyge2zUGdmuGsf1M2iMYRTGXxLg+dkjReGAaZzwMtcrjXgACxuX4PN84eVRVh02/f0yowQuo5FrpbmXjCYEEZBquNaKaZgo0XWYELpGVSC10ny023Zk2JIKTocDpvEEHxqM46UiIbMVrmjUASCliL6/orA3Dkiy1uF8PmC7vcY8n+nA5blqCC1SmvH8+WdVhrm23J4HkvfSouAcGs8wKj90lOFAB6H1i9V5iowe+IXnkEpRQqmy5EEjHucZBVnd2zXHoeQMawxOMyEGAJTgVLB0bMYumQmCINVaEdoGOeflwGYXPsM5OSURUVayd8bzNU6nO+3UgIKZw6dynlQVZI3jTY9s16liP2H/6EqLiX7XcxHUYB7o9YsnifNEHhXnRHJIzKhFUiDFoG1RtpCB2mpsVYSItpDGFu8Z3uhWXfDr69W7JIVYDMDEsVSKTlnTL37Ga36GyG2tbZQb8GIQmFxa+DsLsFU4DB0uzhPS0WwaHjUTL0KeUWlUBJFMJaEJHWcGZVWqiMV30/z/2PvXWNmyqzwYfuZtrap9O5e+HV/BJPkCFgRFBkwLKSKfLV/ioBCcHyArAoKCQtqRgIhESAkoyQ8nJEokkF/4fnwCIoUk4gcgLCDyZ4MthDHggLjGCgngS7uvp8/eZ++qWmvNy/djXOZctffpPsdud/furtFqnX2pXbVq1VpzjvGMZzxPD3FLLTlhM5zBGIeeBRmHYY3gO/hAa6q465JcABVY3ne4ev1+9d1aLPaQ2XX17PYJzm6d8ThoRtjj510NKDmj318QohSzruWBW+jeWkwp0vqNAiGqO91cuQ1sqnaOtxapZKRcdCLRWaMcEBsMIbey/o0TSgbCQiaQRhhrcOX+q1ivTzGOaxge3x/HDsvloU6wTNOAvf0rAFBdaMEFYEowJuv462JxgL5boKBgtTrW68L7VxNqzY/bv7LPQxPM8/MeUzrfwpM9U5EyRjziFGfrUr2mrBL4aX+aox6k3HpK9Ie7iEudeNTqoEE45OfNTQtAoc2uI5U7uelkw3PBzXqgksUCwF7f4WwYsDnbYDjbYFwPmqhIK6Pf6zGsBpw+c1uNdYBaCVhrka1DTpPCbwJjydhnzqQQ1/IRZJRMOCES1nq2Kh71fdfHZGXSW94cjQlNe4XHddlvxnqr0zmSJVtHkykOLSzJrQ2ptgQJKkXV/7QFYQykRiO0iFoUKRNzXJMHU4muLTHXOkeLdEzINuvihlyNm2QMdxwmRWr6ZY/l/h6JHpWqReB5IkfG00TplAz3LCcfdCNuzgYcsE9LzhkTe/PsHQUM04RFCNjrOqxUdC1qEmKshbGATbbyVwwlSdY5gKeIHBvyiYaDjFbS4+0sYZY+/i4uZ0zjpIiHIBui10GE6Kq+3KIS1GLJ2l4RlFRCkgN5fBsz8im3lFU8UCa21DCOfFroGmW7h/0FiSRugILMCqNreXJOmhKjFqQ6Cuex5/wMbQTAUy+hkRQI2v50LmB//2i2dpyeHutGLH5Lq9sr3HzsJg6vH8Jaw4hMqOsN8xi6RYc+hAaRETSSfW680yk7ys2qijNgkErW2lTbQJlbMYZ8p6ZxwrSZdN1SXhfzAcXqYbHYx2p1os/TdUuVU3AuaCtGxCUF4SaEnkeBm3Y1jIUppKtSmjbXfeE+lYOQNUcnO7eKQfnsW86YdUx4B1TbRdt6W9eSeMZsJyYAsFrdxri+u+m7S514AJhNsIDbLPWEVSOlzUAowt7eETvNQh1GnSWRKsNEUeedZpqOdSVSLiyRXhTpEF18Fxw6dDQ5YuZiOu1C0oUefu+QJJBRSVkxRkpCDBmblZwacR5eXEpRElJmkqkuZlwxyfueRhYfkoXGO4RFYF6EGOJxG0DgQ1MNyVzwCM7Nxs2stTBIesMKXCmQJVUGtvnaEGlLkxJOMkpBzElJuBLyeQCASUR8LU0iWEpR0ikANnvq6fPoiOOxOdsgjrGOmp3e4vdKyUbX0djduBlZbyBxJZpgDDHvpe02rAYibMniE6kvm0pWpjxYTCh0Xg2kLCdZ8jwk1ORgbapTLcYoYTSnqLbSQoyWnv78/OwQj8sapAyZqvtnKYp0VEfSeW9dQtWWjeGRxgwZ/7bWwwoqJmPwzZSCZW0e2ZQBusda1VJwC7PlBADMJesCUrqNcRyUG0XTLg6ek43agqVkSoiPhMhMEE8pETk0fG/S5lpREeF2lFJoQxZSow84OztGNy4Q+oDlwRLDZkTo62SL+Gx1yw4d+6/QuciKVHjntNWSSj7XfpAELkb+naAhfOpTBmJKM+ffHFPV/uAkUIqi0AccXb+C27dv6sBAKYmKSlZOjrFX3ROaVKnKquRr1cE2Gzz5siRCvACIX8/Z8YraUKxf4vl5JIGw3sFywdO6Zsv4bE5MLs1zfaLSJCdyzTnrdQhiO8ZxjbPbZ+d+flFc6sSj6E0ctdWgkq6l6t6XkjEOG+SScP06KXoK01cExADoRixJhfUO+32PXArW46itmS518MFhGmPdTBg5OLp+iP0r+/Q4ht/E2Mhxq0NJPZKVsqupWi4XGt+chgmbsw2mYcKTj30WN28+htXqBADYJVBmvL3KJwO0CCzYvyCwh0G3EDfDgr73jUlcTRZC52kztSSEJUqk24thTBnJZXJ3ZIdLId92vk7EOAMUA6Rs4IxFKZHHammxSFNETmRQBVZM1HZDrqqe4u9ivUUe88zwadbSybn6FRijUz6yiU/joM9vTMA0kX6BEP5UrId1AAgpMkyyM8qFCc5hPc4ze5FsNtYA2Wh1CUBbSFJh+uD5c87qKFwv6gvIpFuVyy4uV8SY6vRCQyhNsXK3gDsnHSIiB8xHZq0lZEyQWjS/Qy6ArXLoknzo2DubqQmfY1yP3CqsY7eRkRqUoohhihNyyerkLBYRANCxuWVdl8LsuC2LHi6XB5imQbVADE/myTg8QGuY/F2MI6k/e+HRGRhLxUfoA0LnaY3rgiKw1lBLZPu8ihmcb4okWbtKKQjMxyomK+/DwMBZYIoiv+4AX5h4PsGsRO01axECY3B43yGu334ITz31KMiza8HFjWV0e02FZin8u8BoCCVr3gcY5u1JEpFSgve2IiJsPjpsRkW4Be0RhDvFVKf/bP08aM9hJWn5ecsz4v+oiOL2jbW4k41DyRmnp8/c+UZo4lInHjlVm3ixmwZQEY8GwhwnIvX0/R7CIqgsL817k9+JoAFoNrPOU/U/rgeqeoNDKUHHhqbNiBgTcky4fuM6HnjtA5WY5eeZZ4oJJZEkr2yUbfUxrFle11bjnmE94Oz4DG8Y34DNaoM0RWzOBqxur7A6PsPJyU3lilw7uwX8+R9gsTiAOVig5+QDxiBNCd2SHB5957E8rBWG/uvsbIMzxiDlAmfqmBkfIMYY6bykhJ6reLqB6RoWxr0k0IoSoP4OxsA6KJJB7zkr4RRgZMbWto2orxJBbmLkg9pe/aJDmhIG9qdpCbnWehZnYx0X9j7IeUAXFvp6y4MFUsyaNK5P1/BsSkXjvQVjjIg5Y39vidsnZ9Si4ool2QR4qLohuMpokZok1YcuJhHiQwG+yek6rudsh3hc3hAV3WrlkBFTHaOshOy5v9G5KPOEu7Wavygx1SRDJ/ek1VLFEl1wCF3A+mRdK2QnRo383Dx1IVYDqXHLHscBKBldv9SkQ9RJu26h45bL5YG2NeV45T16vi+FN5JiJVqnNAJuySOoVjU7xs0E5z32DvcQ+g5h0WHZMc9C9IasRVDkuhJHFfWAgSkFqUnsjTGKGCRGTGCKKjLLhExKhHQvD5bYnK75fXiM60HR464PuPLAFZyd3cbNm48ihB7DsMb+/hEb37EtBq9Jy+UBum5J+xZ7Nsn+QEZ0kVpQfL5FTsEYg+Fsw0h89d1JE+lIxUK6JfL5X3R9FZGJN6Yu2s11ZUyjZH0u8RDUKykR+bniciceeU6+op/N+R4AKlM6JXjn5yZe1jCT23GPUwTFgL4LWI8jTN/h7GSlkChxC0i2OOeCg6sHuPLAFewf7ePKA0dYhE4N1CTrHmPEyGhGmsjVUJAQgD7gfq/XFkMp5L2wPFigX/aanaaUMG0mta0mRGTENEa85tFPAb/7/8P9r3kAtx+4guXBkidYqrLd8mCJ5cGiXnjN+JRMX3TB69hs52lU1gJ6s0o14Z1D773CmEK6SoUY5AUFzhgUFg+rfccqZAYQQcs6QpBQihr/SSsrbiJCFzRBESdFqT66ZU/ok6fedIoJY8OulkVIODsxjiodv7d3oNeSPDfZ20+ajKTIuh2bUS2pnTVYhB6n5mwL2TDIGagIOSFJ0zBpKwmATuqo8F3TMpSbXNoxBTu04zIHmYKxrlApGMeNrkeAkEHt1t9Ujod+j7rWeRcqpw1ZdRh0HFLkwV1F37T16qreRb/oYAyRCkW/YXNGxc40jFgsaOpitTrBNE36XJJAiRVB4Qkd4lHRtIZsUM459Z9aLPa5+u81iXFspFlKUU0IEf/bbM7QHVxHt+jg2XVbkGqVPmAPJRl1X4SAmBNaErxsjonvJ9egSEKabzdj0fmwpWCIEZ7tEJwl40w5hmmguX8fyNW747V6dbKG8xb9/gJXr9+Hp5/+LE0wTaO+15wTrlx5AP1in3kwpO9B025CNhfEymsLOfN0YNdRwUSoRiYUNRcM44Ru2VEBxi2gVOp+aJhQzBeWkuPlmtHRWna+ldaPmP3Rearjx3J9qj7NXcSlTjzkwxP4km7UejPTgk0TIMYYnJ2dYJSbI9RMEgA7G7KgGEPifQjoQ8DphvxT+mWPaUPZaegDlodL7B/tY7G/wMG1A+wteuz3/Wz+2/AY6SIEEqPJGbnvaPNOtfJNJaN0UNgvTlHlZ1tTtRQz0l7C8oBGsGQ8OKeEBxwRsm586UNwD1xFv9dre8cHUtmTi45BivnYJijZkkSidZgV0pUwv52tSqYSrVJpe3NXAzniSKR1YhVAIrUJwmStJZMr+gAhPUlSMaWFsW1F6MIVHLpF0IStW3Zk6sbHP3KLJaUMEe8prCTpHAnvmFKTQEoeCqwpnGA27Z1M5NrgPMbIuh0semaYp+JKQbLshjlGpJS5NSfHTo+Tvj+AWTXYxjbEvovLFzGO6sUi1Twhb9WLZ/tzrpVpFf+SZOSikUfwqDahb5VA6JoJLMvkUZEV911QvyQR68uRjBEBqI/TuB6I1+HJBLOdprGWSKvZGHiWUzfGYrk8gOgrLZf3YW/vCnKOiDEqyXQcN6Svw3jm2dkxpmnAweE1+LNjAOLV0mHvcE85V5L8SNtazpW0WYTj0RpXuhZFZHKp3G3eOebyNROQDXHUCy+OCyj5fORzEC2ooAaiAS6MlJQAOLzvENeeuoFbtx6HMQbTNGJ//wo2mzNMbAZI/C7yeBEiPUnjV5sHSTpSmhC6HiI6GScit58+cwr3/yKSu/e9TtQBZKNhJiqsjTUw+TxxvaUMYKREV871tg2J0b+r51/sSu4mLnfikWhyI7FeB1CTkdb509rqEjgMJCvuWa1TfQsaCBLArDoFgLAIVGkEh72jfRzdf0SmYc7i4HAfyxB0k5WQmXFxcAUoGZHj6r3fYlHTvzFlRGsRWRG1RTzkQyYuAyM8TGy8trkFAHhDPMW11dPAmhYhRVVSXaTk/LngScuDF8DgLIA5UTSmiFSqXkdoEonD5VJTFyck2FJgwCZxfLzLUrCeJkKQTs+IcJfq2JbKtTN5V86X6opIL5K/zsz5kN5OjhkxT5jyhAEDVt2IA/4ovJo9pYbIR2OtMSb4pv+97TZL92LB+vYa+1f2MY3UZtnrO2ymiYWWJkom7pA4WEtksDaplRaLtqRShHOLc8lH29PfxeWMquGRMIxrJpQmyKK93WLRz1rXsoqWANAqWJMTVMNLY6hfrxuyqRN6Qjh3wcMF5qsFj4lR1jhFHD95zOsJ8yGmiFKgZpXTtNHkR6TUZWos+A6h64nr0HcYN4Mi0IRyBIRQePPdIIRD9N1SDeW8DwihoymPs9t8Cgr65UK1KgSdlmJqsd8Teog6TSfaHTKW354roIpXyXotLRQYoy1hC05cjAESIdeSyJhidIoNoLWrX/ZaRBhjsHe4hxVWpHDaG1y5dh9Smkg523rEaVDH3XHc8OdoUMq+PgclD1WLgwxFLVB6be/KCLS4CguyahukVUwrKzJrtUDH9rpSTxjkv9m1OUNfG9KyMaw39UpotSSZBqjTLDJG2kJspWRNPEomCW7DNyQAFXly4t/CML8QjgAoOfDKg+T66oLDctEjeI/OOXVrtXwxE9RHip0kxCUVDehi5rDF6t+lnDGlBO8sQ3tFM2xnLRE6iwgHkagVIRC04Cy+7PWIiwX+3//+333xTvoliyEEHHzFX8GN5dFstHlcD1jdXiuB1HVkrDSuR7oOjIHt6mhaziQed+X+K1pRLULAENhXpkleismsVJobSXgLYzJDmgbTZtTqK+V4jsQFMIQuI5Xp7iqJXbz0IsbESW5FPiS2e+6zRNO00gBZEYbME3C1mKmj7O3zWCcVLiccvpnaM5XflTNNhZ3dOgMVwQawRAan4qQSFoUwaoxFCL0WI8KdmsaB3K87shQIoefiMCNG8qtaLPYRAk3lifLoYrEHyxMT2+fn8OoBlodLQj2WROz3wanIoLdz7yhJOqy1sBdoZLa8GnXWBrWPZR2m39fCIfDP++AxspPvxIisoOelcFu2o9dYliVZZUwR+0f7KOlBLTjGcaNIh14naUIn7WyeWJFwLrCtg3hNkbgbrNF2WooJ69srTkisrmNCMJXrAaj8nyTIsuxzzl5Y/NSCvlIB2s+IHNknTaKeKy514iH9JyHnaF8UVd9DTzBfzM4HDKsB69M1Dq4dKFmplKLjTHRhUutgjBHGkBa+9TR2CwDBeSw52QjeK+9BR7Awzw4Nowjy3HKhC3ogxx8aLQuD2peThKaFEb2tMK01BnjDG/DrP//zWBwf02uB0IOUsyYwic/ZxIuh9Q6d9+iZRGsMved22oIROQAkEsYgEYLz6JjjESwlbylnOg/gZE2OmRGPzTRhTAljnIjTkQuMM+hCUGdI0QkxBrBgEZxILQuyE2f/kiQaLVSVyfUQhwnDesT6dI2TboFy/4N4iJ0bS6kW1+N6xLAeWIAokQbLepiJlUky0i971i9IfH5YDdE5nHG7qO2vl0ZKn9AQJvPxYrE6ibrwjlNb8VRHZQOrZBGZTtjF5YuUJnYn3TSTLPNqsY32e7kWWnVg4T8oGdRUCX+ZoLJs8uicUz4EtVdIv8h52rgdcwBOn7mtzyeFG6k9Vz0Iz6OflXdQk2RClTdMKl2yUrJrBMdoDNT7ikDnnIgL4omYLbw3qux5bQ099q8eEGE/OFqHeSLH8kh/i862hnFapHGLpN1gBbGlxwEwzSavLRtRM6XHSWs1Wdb1sMIRDLPXsyzrnnmzDymovcc4krw4+W3RJKJs1l23wDisYazDktta2s5xnpRMS0G3XMA5pwkPQAnP8mCBcZgQvGvOSU0mXHCalGTDBS0LGgq/cYacAbO9VDgcJZ8fpS0lA8ZjvX4FjNNWM7h8LhuTTFJmnelDdJqlr07OtG1CEyiWJyS4PWEdgiMBqVQK+i7gcG+h5ErpC6Ym2dge0ZKvUTBLGoC5fbx3FjE1F5kSO51u+iNvZPTaVm8KyfZTyeh9QP7SL0W2FsXUkd1cyEBviJEEcHgqo2R6X2t+zr2O9E3OhkG1O6YU4a3coGWWqHlH48bLrkPhBKhNclyzCFhrsRlHDHHCZpwwxIgxUqXf+4AR1TNBODKiOLgaRkxT1Ln5yCiFyKYDjCjYOqe+WW1w+swppmEiBCl4LK8tqhV0LsB1eg5x7r124xpe/ZcTbj52E+N6VI7N8mCpFtzTZsK0GZH2MwJfA04dL2k82SSD7BKSMwpti26JVCE5JYzjoNenSsnLCKVAnIziiYT0Li5fiNaOGKXVFst5UmkbBVU1ud3k2548kawtSwHMRcGsd6xWWhWafSBk1/MIai4FZydn6kwr/CZJ0l2g6QjnLEK/h74sMaw3Wo04Z1mvwyFGo5yPcTNq0jFNGzViDP4Kr7H0uGkaEXpag+VebgcDnHfYv7qvbSMAcM5isb9A6Ly2Skopuv62XAz5Pm1xE0T8EKjk0pYgL+eX/pW3yxobhgowWa+lkIG00XOBMQFlL2txNG5oPbn24HUcP3WM1epEWy0hdNhsqmFkp7wOC1EvttYj5YjFYh89SyPI5y5cN4Ba0+vNALs3L1ict4gRyvEppajmkYSg+qOQTW3bArRV5qBU/sv8gi04O7t1x+u5jcudeMQ5t0PgIP4B9RrDQn/mnEfXLbl3SQ6uYZgo8w+0AXRLIvc4JmcF72FSQujZETElBCGkGqi6JwDW+K/IhgVmyYY1DSHJZBWySZmQjipLbpQMJVW0CxUim4t2GU2GxEel7csVU/uVyxDQe48pJQxx0qRGvFhW48B6G0QypaS+6nOMca6wmEvBECf03sN5r5/BdsIBAEMUTQ0iqjprsew6bSnSObEYGL0IzmFKCbdXa72pci46AVM/b0IwckyYhqRVQL/oEPcXumj7zqNb9tg7IvGiHEWW2GDcowkD0RFZ7PcqFuecVTJu6Dw9js9Dylmnl2hOXharRsSJR5RD5zEOBc6Drr31yGQ71kpoFla9uFArDuEe7eLyRUrkxdSOzwLzNss2QnrR4yRBFRJ9yYmntZwaPkoLWVAEEQo0xqhisUxUBUcbd+aJCECQOau8Mbp+yd9JxmvNHjmtlpQxjqPyOA4OrrNr86TTKaUUldo2xiJ0vb4XcrPNSFNPmj65vmdZN648eBUnvG76QD4y4uW03FtwAWhgQImErG8tajSl+fg6UAUQBV29yEBO9tX2s9GiUgiufF7azyjFDEyRBNh4knHvcKkFzrgZqw9XHOFdYM+tAV23h8Q+XcKrAWjvWiwoQTPWIrC5pyadiXlsKWNYDTjc3yMxtT5gYGSbuCBMep8SrLc62t9OvhAnyFHiI9NALPd/pwk7kQK427jciUcuasssMPtMyRStzTKN1fbdgs2RSAlzGkY1jROWtMw7B+9V7Y5aLmbG5Ui5KCohUUqVDxfITog98jOB+WyxnKnT3y1CUEi1DUEXKOlQPiVygZJCRYrcbW1YprmZgAoxLjvKmmNOSEzmjIyKLEKgYykFBknn3uW9Tg2i4UyVTJfzHDgJmZnIGSDK7xt7+u1YsNyxdw6badKbgnwjJkU2kOviNK5H7V9KJQDQ5JG6zHqnyYMIgclC0O/1yvsY1gNKWaJfDkhJUDOrU0/O29k4di6F5/r5Z9YCoBvd2MqUVwEf5zAcr3DG5DlafCaIO2Xzoav3zp3O1S4uR0zTiHHYnPNk0YkWQbt4g2s/6+3PXTQ1DCyMKojyxAYvDC1R2nlS1u2WnY7Ww5DkuKyb5CTLlT4nGyLa1y06nZowlvhzUgyNrDvkrIezJJg4DZRkEaGUJ2tYoXS5PFDlYEGhSZtiAvlSnXCbpdP2RdseDX3A3tEe38MOU6Qi0IAIpbNErmnB6DncasNkUDu9FDPbM2nihddNmYZBFSUTJJaSOU/nhT/XUDp0C0Pk/7MNAEKM+r0e+1f3MZxtSCJgilid3qZrAsK1SVivT+F9QM+y8m0EFoSUdS4nsuMpmaQYRHtoXI8IzHWRaSfLHB/HCYjvPMA80JwzXC5KlpVzSNeQv3A/utN6tN02vFNc8sRDjJa479TYR+cm+ZCeaAg9nA9qPkaJCp3AOBGRKseEEogwKiOlthT5jGp7hP+V8dJcCrdN3Gwm3AIAJz8iI946I7ZQIQCdsZdoN1JAkg3DNwJraxS5SWqLJxfoY7IIv/DTyoUkCZG0Cjc8p7/kpAOgykDmxq0xiCXPEA05B20bRo5feqgxpRlaIn+fAb1BpPqwxmBiUznPbOzYyKvL2J+8hiQXfLKoagJBtMrH4SqhX9KCtuBxZlJqzHrsvvMIiw4pJuwd7SFNpAci+geClsiUjLcWkSuxVqfDWIMy1mRTP2vvEMcJq5MzbDZnsIZIeTGOisTJZ95qNuySjssdw+YM47SZTxbcQ3V4LvkoWcfNrSOFZUkWgozJegvnPbdVAiMfjoWkiBhfSiH0cyXChbWK996pnk7oAqwzyJJIACRO5ckqAoBqBcVphPJASoFldLjvl3DBYbNak8lYKdpmakcwQ+jRLXp0mQs8vqe6BWl4iNllSRlhQWiHJB0yzm+NaJXQc44xq3AYJRtzocTqSFsREPqM6N/MSJMxRsmrMWZtDcmaJ3wJ65xOx03czkgxYf9oXw06c66EcTLOox2G9FAKQph03ZFjMcYQUbcU9t4xeo588KqYHcc422O0rcetFOutekkpCdeSjkerdEvy6A7GOFjrttAOSeDu7VqWuPSJRyuxW9hqus1qLU98yMwzXQwT+thr5SobDz1nUedU6QMKghEYntsmjRJ7umaCbS/xog+lTUouYqO3PieqPtggHaIQCuAc9CWbd/sYsJBXKsQnaZ/bGxrflWSqbyoHrdaNQeccCYmZ6tRYXxNKONVjBSU6YrDU9lxldC3wufTG6iSQTPK0LR1jgJRyRS/EVTOl2nssheHihrEePHprFeVYHixxsFwoiVa4MlMUhVOvfc7IyczmrOog9Hu98ntyIzoUnMMql6pWCiKY+uAwbqrxHgCcPrPByTO3aPE1FjGO2NZyaK+TChGfu4x2cUliGFdqCPZsRNLtEFSA1i+S0dYhR2MYHaDNQUZNhc9hrUVYkJy4yqUzcmetVdn/YTVo65DGLx1KmU82aMvB1BFbAExw9MqrGtYDUo6MzDogECG7IJM52nqD09NnIO6sZAEf9LX6fg/eUztlZA2Mo+uHKPcdKXoyrsfKqQB0ok8QaOJuz8+p2DiUAm2LZ3BrvOHsGWN0GtHwAIAUGBMPJyiKy0nFnMxrZpMk08ht486rvYa4A0duceTHqOVkDJnKCWpPPl4bNdwLPdl8EPm3sIFlgSlFJRMc+0YRks0FS54vHC54mGHSZCN0npKZaHW4QpRuLTt4a/IDo+vtneJuc5BLnXi0CcZ2D09CYEzvA7zji7zQFEObeADCCG/7fGbG0RBUQ5KNruEaAHQxS5UvIShDag5LSEqy8ckG7a3VORZrgJgFITCKdGyTVAWelRsIgG7EMllim8dLoiLVQeK+qljXS3uobc20lYAkY8aYajnNSUxMiY9Pkgari9Ve32GYIhyaxIvhvLbiGeOorxtT5pHngLwZychPEjpnEfpOF8HCn6lUHTkbRSYM32CO1QeFFBpcjzFGOGtUEnnBrbTc0Xvou8CjgGQQ1fWBPreSZ9NIMrVi2Q0zp4xUiHNiDPlenNxc4+Zjz2C1uq2mUZPM8G/dsa3TskDSu7icIcTB55REvyCIrDk3dSP42/GIZY+wCDq5Ejj5EN0OFzxLiosGhof1FhPfq9MwKmIYp6Q8kDhGdMueVYBHTGNS2QHrLGH8JmlSPa5HLprIfqJb9MgxwXcB44ZGiFerY51ucc5jf/+Krp9exbf4bQpPzRABXBInObZ+0TH5nZMmL+On88KQWiVGyfwAMKakPDpZ18SbijbX2loB5vuMKJ+WUkjbKWZk5LpvCOrpLKGxMq7vHIrLMH2HvaNanG5O11itKh1A2srOBZp6a1BQa0nKXjg4PnhCTVoTQP6XZBkcwqI7p4skQnLq6yI8kaYVQ+iXZT4Ju6U3rUEd626mXu6lOrrUiYeEbOQpxRnZFBD9BAtrPXygOegUM1fL9TkkkyyFZYabX67GsSY2rMjZIhvy+rZpZwCA4wUjcdVSN2SjanjGMJHU1ukYUTiVpCI4ki2XpKZNbgi+tbNWR4sWTCnqdI5AjM40ZCqbNSluEwK9Ecx8RE1+lkvRyRc5f22fVVjklbyFmZAaQG2WAlo0xPU1OKcjzMIhKQ7av5TnF+ny0HlEFhnrlp0+N8mrk4uwdZTBFxQmxEZ0PAIt51J6ubkU5fEI7wagNpTwfABaGDfThI6hZC9GdtzGc94iJVILTGnC6fEZbj1+C+vTMwzDCjFO1PufBh0dpM8zQVyJS6k+LjvE4/LGOG7uGe3YDtmQpOL0noS2ukUHzyhH6EmJVBymxZeJyIIylmlxdLCvBcWwJvsAYwz2DpcY2ZzSOSLgA9TOFBuJlAh1MNaQkvMw6uP6ZQ+AiKJpotHL9fqsUQpOOhbqQ4d+r1eVVHLCFUVj6L28OdtgdXuF/aN95JQV7ZBhACPt5pTQcxujLcaS2hBAiyNa34CErGtju96lkhVJ0XW+EShLpWAzTcjsZDubDJFih1GPnu0cnAdydrAAiZ71ZLK3WW0wDhNiHHTMVmK5PEBg75M4ThhWg3ruOE4arCMRRae8D15veb3vvEfqkiaXzlt4bjGbyIKQjJLkRK660zjBdzLNJJ4ygc+j+Elt0QGMuXu4Ay+HxKOIYFjVP7goBEZyfKG1LowAw9qNSZq0K8STREauWhnwdoMX4qdcoEIYijlpiwScLSrHoZAsNwCV8ZXXEviQnAyzIhDSk5Psu3I6ipojyTHlnHUUdjsjlux/4jE6uckkYRDoEagXlvRBY8Mal59VQpeBNVZRGvA4r7Rfqtuj8EHsjOAqxNWWSW6NgfEWKc75DlIBOO/gjSPNEjbsc8HpTSXZYHAee10Hz34OUr1Y4/XzTiXDGTvjp2i15L1CsAVEzF2YoJVljAnWGaQEvb7EYXh9ssK4GTCM1OMmNctJr9v2PNPX8/faWlTv4nLFxAaVbbQJLJXYldcj5Hhrva5Z1amWeu9d12vi0S17daCWtqIkG86R+7ZsVgDd+9LOFFlvMUI0LP+fnYVlNHQaRlhHSQpASYHwj6Yx0j1mqlBVHCmpRhG7CmpdLhb7us4468nkkZFLStSTSrlLjKuBURZ2Erd1ZJjaIFw4bMH/sg47QyOyxlRpAZFRB6CJiLRUSinwTXtBnnczTfrcKVcXcUEgaKNOKFOiPcXyqLEVXQyvCVopbTJnsNhfYG99Rf1ZQliwfUeLdhFCQbpVGdZV6XZZ34h4Tz9LJWPBGiQb/mxyzrDJcRuYk42YlXwaOo+cCEmJPvIkDKnJdl2Pruv1vNxJGv1uC6TLnXjIzao37MVsW2PqvHyMkzrL0uZMJ78UmnIJXUDvAwoKT4rkZnxKXrbCYoQgzBnU2wgBgNnIK4DaupBEptnIpf+ILY6JvOb592YUTWgzUdMcF4yZtQbmaESdQAG3WSTRahENaT3FnFQArSVj0WipQzZ5diz0HgysKYosSNIk1UQp9Ly0CND4bebzD4B6vmoKWMlWxhpV5QNoxNo4gQytTrB0wWO/77HXdToOXS+jyqWRaRlBhDRRY/gRkJtuvjBJj1cuklKK6owMZxtMYySfnUTqfjknTGNL6pubVFFyHDWpjqkufLu4XEFTSxdwvXD+Zxf9fs71IATv4OAa+mWPbhHYHr5T4qUPrplOsfo33jslD3be43S94arZwSaC8lGq0ZyuE6lwS6b6dVjnECPxOcSoDGC9ihhRSoKBRbfouVXiYAyNjzoXmOzdY9yMrKHk4WLG3tGSnHEFbVnwFEdmwqOv/iOOWy2V8F/XQFnfZP0WtBOAos/iWNsWUe06CdRWs6w37XPIvyUXRR1SIgsMayx836EUoOQBpUCJn4VdZPcO93C6PMW0GbHYW2Kz6SEOvca4GRIqCAe51CZGVZlAm2UwQVRqDXKitTZByPN1OtA5csh2ngjAxNOpui3CGQmTxzRwOy8s0HVLeBd0rZKlv93r7hb0uNyJB4cmHBdUFbOqsRT2SSicARfetOZnS7Jhqv6hm2H7vPpYTg62Ew7NDAsQGnaykFBnAmMcM/6GqT4CwXvN1uXvxDug8kWcMrbl2LcdF4W/Uc9HTURa9T91ZjSUGKWSkZtFUip+aUPIY1sypPzMuobzgW3W+JxkSwtHTdImMabLRW9YQWdko488TZIZKfF9gBfRHK78eh+U1yHHRV9UYqoesyj7beuviBRzc/yZk7A69190MoqmcSZNODK788Zp5HHDpL5BLeJRPxtWrCyJ5ZVfFrfqKzJSihcqGdMXc8h6O2rBQboKznoc7F/FcrlP8uFd0PFS8TFRgmOgkW4hnYodhNgyDOthdi9RIm+ZGEn8gmmcqp+VNSipcItmQEkZ3bJTN2fRvjHGYrHYI42PmLhdyMgKO9c6fn0pJvo9mrIx1iKnSVsDpllTwSqhMp0j0Rq+SbElPxMeGpq2i7bIUUmlhPIS8f4ct2+rupdNX34uBeys9c7Iq+VEyaCqhKaYyXn8aIlrD11VbaDutEcpHayhQQhRmQUqgq6IN48p+z4A1iDGhGmYWFeE2lokLMbOskjKYSSdFwtEAMGjlInQDRZBtEzgT12A7yaEqaNpo27B5nQXy9Cj3D0J/lKvZuJqKBuoeBZsL+RtMkDwIFWaZCNcNUAA0IUCzuaMKGnWiyyXoqJRMmHSXuypZEBzB0IytsdM296hfN96BMz5FPSvXPo6tWKtHlfXBWpVbG2W0vqo8t6UBCSeBqINvl7QlaBFryswZu/C7EZsOSatnoh3Dj0/hzxmjBHZ5BkiI+9dEoEoZC/rVWdESLwk7MWKhqkuRsYYNY4rbBpHiyhl7Yd7S1hjcLhY6OLSIkup1GkWeW8yCh1TayZXz6fM8Ed+H7kUnG6G2cQOwAntlBCnxAsvG+LFhCmOzFavsvRtS0tdIJlQSvyAKlO9i0sYDNE9F8JBD21ab40Wj6Ad/WIfh0fXEfqO2iwLcmIWUqBe50wEBeZtup7HXlMuJGLHJHupoludDhERk9XIGJD9e6QRd9KUcBhWA6ZhUjO4btHR70OgomCIcNZrS8kYQ6jIVMhF2lGLZlyTnsiGeR8A6zDlAmNZ/p2nxYjkTut0SxBVnSXIem9nBUNLnJd1gYim3JJGwZQrYiut79i0eccYidTeCAwCxMPwXUDOPC6bC1wh/kpOmVAl51TOoV90cMHj6L4jlFKwPllhGGhv8txWWuwR58M2SUfoA+9bUFXZxO7dWjjF2rLOmQXESkGWdpv3yDbT3zkH5wqKy7CONF7SFFUDJsce3bTAYrEP8dPhKwJELr13Atqd52LuEB/96EfxTd/0TXj1q18NYwx+/ud/fvb77/iO76jZM///jne8Y/aYmzdv4j3veQ+Ojo5w9epVfNd3fRdOT0/v+eCBJrnY0o9XEbEyN7fJKSKmSUVsZBMTp7++72bKdQVllvHOkIGmvyjjt70P6EIdERM0RLgTAF2UffD6N0BFKBwnFHLuAGgW3nmHTjQkeLwVaCZ3hCjZulOiJjoyRivHKyNoQJ3hV/2Ohlwl7ZWkm2L9X4ipUyap9JgSETinCatx3ILhGjdI/tc7y0JtDr0POFoucW1/D1eWS9x/eIjrhwe4fu0Iy4Ml+v0FFgdLruqc+iQsj/Zw9cEreNVrHsBrXvUAbly7ivsPD3Hf4aFKuvds5ieKhSQbnzDx8cacMcaIgXu5LXolKFPvyZumE5VWvuHoe6izrvCGROKdkLaEcRgwTQOmccOqjrVlI9dyKZntpQkRmZhc9mzS2rs4Hy+pdYoh/Av/B+7YGG8TFRHiOjq8jr2DQ5pSCYRwiAeQ88SXaHlroQsIfcfjlk5J1c4aklPnVqQmLU17VRKQOEaV/o8TFQLCodqcrjGsByW5A9BNL/QdkAsWiz0lJFpH/i2LvaWO0o6bESURQri+veaJkCoy6INTbZKw6Oo6AhplF5kDIeXLuti2UOVUS7vbGFovhesm5ys1qEVNbubt8YKmNdtMQlJSwcVwLipUSW7axDMx0i4yhvgxPemTXH3gKu57zf3ouq7Z2Gts1hs+p0H3LXlNaZ9Ra7fhnvA+IaZ6liefSNywTgc6T9eQjNDKZ+cCTSi5QN45y8UBuq5XiYo24ahF9IWX8rm4Z8Tj7OwMX/3VX41/8A/+Ab7lW77lwse84x3vwE/+5E/q933fz37/nve8B5/73OfwwQ9+ENM04Tu/8zvx3d/93fiZn/mZezqW3GyEFwcJiVlYnQ6YeFwz5wqLy1SEsfXiFW+U3vtznA25MMeUyH1WJlps9QhobZZLKWrVLBe+mC9JSkMJR9XYaJMOfb9FkAia0ND59KYyEnGx9oYq2xCjqWI68r5oQ6b3K49tk6GYE9IFbZI5IZLIodaS74EFVxc5I6JOy7RjainTvy3vwhgDvyCEZOSb92ixxGocNXGJKWmFs8eJRcvBaMmx8loATShtphHDFHVmn6qgCr0KmVQ5KFvIh7cWia+JWOaPBYBpjBg3AyEeiXxW4hjVKGwYNzg7u6VS8MJxkc8q5YQyruF9p8hHq8a7i+eOl9I6dTexzVOzfI8DvPk6j729Q0Y7AvplT3odbP7mAiEKldjotP2iiQhzGuR5VS7bWXZRTcpL6vpAZEmuslNMSCMhgTJRklLCONJUjPMBKdEUhPUOgdcmdftOLDAWJ4RAVgZidZBSxtnJCuM4kjR438MO0i6VjY9GdC0XG7KGSUhSIFMnqg7NPxtTdZ6lUXpqX1tpr4DlB3gIwFlXtZLaFihK9bWRdgvDvqJObK1BtgZIUFTWFFPHXo1RBVcfiJRq9gyu3biGzdkGx08d0/40ThgZ7e06SuJoHNbAsmQ6AOXwlFIwbgYAB7p+d95jETqsR973UoZzDtlleLBxpiIlWVWec8g0LRU8o1fUZqE2mbgI13FaOTd3G/eceLzzne/EO9/5zmd9TN/3uHHjxoW/+5M/+RP8yq/8Cn77t38bX/M1XwMA+LEf+zH8rb/1t/Af/sN/wKtf/epzfzMMg0JQAHBycqJfKzyNi1UeU4oo1lajpmlgpdOClDL34AVmLKqkObJ0uEBzbZsAqPyHi3gUs+9b5KHolQxg3rKQnqM1haY/TDsSVlR3Qx6rpEyIql59z1IptcfrG65Fm8EH55AkeTMNGZQJpC2yMm8NVSRGFsuhFBwtF8iFOCgSnff1Nbbeg5xX4bA4a9EJUbRUb5ohTuhUrr6ScgX9aceYY6rjyu2o8Nkw4GwYMEwTYs6KblB7hR7nc9bkq2sIpe1YsVRD4lbZvtdSSHo4xYwUI3IieWTqu06IMWKaBhIQk42lmYXP2bBnw6I533aHeNxjvNTWqXsNQjgqv6Bf7OPKlQewd3CInuXPA/OZWuKgZYjeOlEcraJhslEH57FmjxXhIsVx4omJpNy3FBNxLqaJeB+DiFkFrG+vMA4DaLUie3drLU3WcNIiPIM4Tgh9aJCQoPdRZA4IITKe9TyazZ4TlMXBktrg3Ebabl0vQ20Hb+8BbcHXorptwUTiz2a2pnbN6xhD68RmatrFjYZGuzaK2KE8twoLGvFEiervYtmcNMaIrg9YHiywur3S51NzSFYWzTkjLHpFp4R0KklPzgXr0zX2r+ypZtFe12GYJn0cUPkmzluUQmJkOSWkic0FWYPFBRqtdYNF1y2xXB7qpNJFiMcdMYCt+KKsZr/2a7+GBx98EH/1r/5VfM/3fA+efvpp/d3HPvYxXL16VW9mAHjrW98Kay0+/vGPX/h873vf+3DlyhX9/3Wvex0AIOeougd3kpYWFThBPOI0IkZiXgssBkDla4X9LIIyM5t6heCMali0/cUpVjGrUsqs99/yTVomddsSkQtekg75GUmhW1UtbKOOjRlNcgSlaMW+DI+yShsGIJ6DPL9n6LJ9fEHlQXhLsKT+LZOpHJ8POWeC2Mj7pXHion/rGb60Bvp3m4lcawdudQxTJDXV5jOlhYA4JNLO6oMnXgafnzZSpjaQPMc4TVgNAzbTiIlbQtMUaZHgBUtaSfLZt2Te9jP0LMe8neGXnFXOXRaenIgYKz3wadpgszlDdeBs+R1JhcJUlVeSxAusqHfxhcULtU5J4visTrTcZmvvHbl2Q+ixt3eEg4NrVasjeIXNCRZvzOBkSkRakrxZe21JONWkablMaaJRytAHsqBn4qgkCtbSGOa4GTEOg5reSSz2lkQSzZk4HKnaBrRtR2MM0pQwrDdIcVLex97hkn2TDEYe3dURWm4TGEcJlBQHYgxnm7VJihEtaqS1wmtPOxCQGki51RwSdLdt6wCVayEVjfBoRB3WmGZgwMz5eoXXNBijaCdYlFDsHZaHezwWTTL3oROdII9+2SPw40T6XlpexhCZWBDWcTPNRoedtfycLJnOrTNpe9MkS9Ak1XP7JXRePX6877BcHijqcdE1fLfxvCce73jHO/Cf//N/xoc+9CH8u3/37/CRj3wE73znO/VEP/bYY3jwwQdnf+O9x/Xr1/HYY49d+Jw/+IM/iOPjY/3/05/+NIB5VlwRiTyDpVOS5IQW9phoAxAYMaekfh05UwtE2hQtoVJ6fdTOqDoPmXuK7SZZP3Cns+HGVPKoSBZXbwFGRiTbNvMEo+V+bM+ryzhx+3shU5VCWhNyo9FrWU2KyI/G1dYHzku8y/MIN8Q1SIUkVuI/Y43ByMZuugjAqKKpa35mYDBMEVOKdKOzVPpmogRkNY64vdlgNY5YT5O+R0EeCFG2mqTlQklPbNRohXOyGkdMzOEAKtoilWFKxGHR94vzxF9px7SJGwBtoUkSQtMrxPCOU2I77EkT3rOzE0Y7ms+wzA0Oq4gYv7dmKmAXz0+8kOtUG+cSkObaoW+JrCctNmNISnt//yr2D49IOZdHZmVDBmh6zHEvX1oTMmIu12tgjpMzVpMAgJLjcTMiTlEN4yhZyDpRlqYIFxzG9YD12Qq5JCZ7EsH04MoBABL8ktdMKbNqaVZkoxSaviilYBw3mOKIlImb0C97WO8wDlMluKZcOV0NwinohYhkXTQlCECLR+XjGVpDhIvWIsnqTstFXMoZI0sZSCs1F+Kc8AIE8VxpnXUBsK1D5bKVlJFSLUzEvFSmYaRVYp1lvx3i73hONKQtZJlImlLWyR7nmVwaE3JKmMaJip2UuO0+R9aF0yETLNbReymZxnUVJZMJFzanE4fcxWL/gsTji8zxeK741m/9Vv36q77qq/DX/tpfw1/6S38Jv/Zrv4a3vOUtn9dz9n1/rv8qUbTNkmpV2GRe4pIIFLIg5ww7xgk5FR3XapM1QT2sMViNI5YhsHhUVSYVR1a5IFPJWAQiPiFTf6xVKgUqf0KgeUI36Pl01LXM+SEyYhskGdIq3BJ/pREWkv6lhMy2CyfCGvqbtsKX9wtAkxARMpP2hzx355xu0PKehhhn/JTUsPK9tfW9SnuCF/YpRlVnjSnqa9H5SerxIhUGJXoTOdvmrDduKmLSV6eOSilYjaOSRVPJ2O979MGjjAWxRJrvd0b7tcb6czeNaLl4wrzpczIWSdpQVqabaoUjjHUh4U3DiHGYkHLEOA7YbE5xEQucEubGJK4UFEHrctxJpj/P8UKvU9tByrTnxzS3Y7HYR9ctcXBwBV0fqo+Gr6TSttcvcL6x84tZ7qWeVYLjSHpG02biZKNetz6AvUTob1NMcMGTYik/P1BbI4b1I4b1ilsrUZHmEDpG8iaVeBcEWgoyaWeubtM0S5qSbqqh8/BX9pU7YQy1Xb2rrSNZqx1zy6Stm5q1xzsHs9UypnuLrC9knZPVU54z8TrvncPAaskG1MaKLIeeS1HuyTRMrMGTNUkwljbyIu0XRoTkPU1sgtnvka6J9TTGDGNUGkCsF3wQ8mdQwcvN2UZRMG8JGUopYRgnmP2KYntrMQkyYy0saM3Jliagsqf2sKA2MimVbFL39sViH32/xwqrc4LpvcQXfZz2y77sy3D//ffjT//0T/GWt7wFN27cwBNPPDF7TIwRN2/evGO/9U4R44hc5mhDy1Wg76uRXEoTNsMZxmngNk3WUTOBtmkio0pjy0ZcStGev1SoM4EpU7kQxBmgzHZKCcuuw5SibvCSZW+jF5JwSLIhVXuLlsjv6Ear46/tc2nmzj+bGgEyQRY677GeJuVq5Jx5U62qqYVvREJOMhAjb7h0Q4pEsTNWR9BS05+VpEAQiZibNhQnF8JCl1HVNimSlgYhGamO2DaLAQBMzUJzutngqdNTFR8jlT+aNpLXGeKEFLOyy5UMK60pyOitVf6IQKqiBeCdgxe0q7BUsSROI8lOp5h5pLbqd4xDHRUEzldoet1mIpkaXqDvpBS4i+cnvpjr1N1EbbHUhVxIfMvlAa5ef1DbK54n4gQaN8Zoe0ScZMHtFYHNPaMdxhicbYiHImOx4zBh3AwY1yMlGENF1+S6mzaT6n6Qh4jntdWi6xwZxMUJyRhCNXgaixCdjHEcEELhIiLMBPFIodPwtIzHwbUDHE30ukf3HeGsQW/0b0Tp2UDXM2eNopXtBF6d9qvEdPleisZ2ik/fu6xjPNUna7EUZbYLmKYIF7xq91hrkKK0k2qxMA1VuLLlC04j8cAge4kx6BcdpmHCtJmQUuWHGGPQ8QiuPKcovxo+f9LmTVPCNIy6XxwuFri92VDBljLgHVIEnAeMofHcOHLCEeqAgQsONlY0reqwVA2n9hq+2/iiJx6f+cxn8PTTT+NVr3oVAODhhx/GrVu38IlPfAJvetObAAAf/vCHkXPGm9/85nt+fumNzi6arRMgSEjOGdM0IufI6EdCiiJPPJ+IEARCNmGBKQHoNAghFJV8OhvB5HZALiwxjobL0bRkgKq5IT8XAycVwmkSjnb7UXVRU9sZbYKi7QT+mUyCpFKofVEKYq6TLpXDUufc5SaWdk3MSdVHKaFgRripjrRjjNjnyq8lqgLc/sgJMWW9kSWxy4C2Q6Tt42ydMsncOnGWsnRBT6TKub1e48njE21vWOcQFlSFrDryfliPo8qqA55N6KqQkOeWVeAkM/BnoETfxs2WzOU4MYuiTJpULj1NkUXEBozTQOTSrZaJbjjtgpcTivP0b5bEesfx+GLGF3ud+nzCexJu2t+/SmiHZftyAzVzazcK4RgI6iG+Ia2LMpGiqR04bkaMm4HazgVaQSee8rNW2i2sl1MyABIHM86qSjBp7USkHBu0jrgMcr3nHDGNBT50OlkYfIf9o0OVYCf59w79osPRilHTPqgDrJArexu09WpAk4jWWlUj1dZlqdIBLYm9EkYvTvpbkUCJMSZdi4shLR9nLUoQF9pSW/7WzMZqYWpRnCJpZ0ibRQi7glr1i454O6Jyys/jg0OcIuLklfeRuLiNMVKLxJNYnOEW0OZs0D1gprDsLEoit9wMwGQiEdOYrYxSM0rCUzeTnVj91hPXKHQstDhfl+5Gqwb4PBKP09NT/Omf/ql+/2d/9mf4vd/7PVy/fh3Xr1/Hv/pX/wrvfve7cePGDfyf//N/8M/+2T/DX/7Lfxlvf/vbAQBf8RVfgXe84x34h//wH+InfuInME0T3vve9+Jbv/VbL2SKP1tIf0yRi3MXDG12cnJEQW+aRtoExsgbBaMdfHG1F6QkGDFn+AZd2N4sWt0OUc0jQuhcFbRVFG2hQIH15Dnk+20iqvwegDrKtknD9qSM3GRS7W+LXbXvs00q5HVaohadUXPuxqSWRFHSbSqU3Cx5CiXljA1zP0bR+mBEwoHeq2mmbnRevhRtuVAlM+8hSuIi47Fnw4D16ZrQhikSIYoX6ClGqlSSsMnJv2K/71FKRYm8I62U4Dw6JrYZqaAa7oecCxEck8UaYN7PRJVknIhXFFk4LPKi235G7Wcg/4uLJ7URYyWj7eKu4qW0Tj1XSPG0HeQKGvDAA6+ja9YZTTQEpq/kRjtPQBotD9GjaNHbaaCkQ1ScpY0hCIe0ETZnG4RFQNpM8N7ra5PgGGAYtUwpwvsOw7CCcx5dd6Drj/cBXUf+I+LD4oNDv9fj6L4jfr0E33nS69nrsff0Rt+X7wIsCwXCCMcMs/eEnGeKmuK5JNHeZ1KgVW0lB4OsuheCYopooLTVh2Z4QDh1MdMaZNiszRhKOmbeSoXFAzmRkH1rWFFiEMcJi/0Fciqw3mGxv9AkRdvWXdCEAhCTvEmTS4CShZIzvLT0J24pg13CubCKpk7oWU42twXohKhsLV13nsnL1jsslwcke39B4hYak7tni3tOPH7nd34Hf/Nv/k39/vu///sBAN/+7d+OH//xH8fv//7v46d/+qdx69YtvPrVr8bb3vY2/Jt/829mvc//8l/+C9773vfiLW95C6y1ePe7340f/dEfvddDoQU5TlQV3kVFSNAWjTLGyJMGU1KVuZwLYqTWCEH8Rf9vWy8Ab+oNLKqog/czAqZ8kLFBMSpZ0Wri0KqWppzZG8bMft+O9QJEFmuTEWoPGEUi2j4nABqp2iKyaavIWYUb9VyxF4MQOtv3D4gcfOMACYOB/0ZQAWnlANCEQ24e8VbQRM7Se/TGkDpgTkokc1zNeTtHo0qh1thmmohMJSx9I47FtCAN44Sw52vP1DksQ1D9EFFztaa2WFqDPWctBualyM+kjWSaz1sgV4IuI4/WTojTQCjbHbgaVcchoxRRKWQEhYmnu7j7eCmtU3cbbVIr5L39/SP0S1rMRcSrHZ2VkA1kO6SS9rYitqUUjJsJJdN0RLRzyW8pqkRoSrQoFvsLwBgV/DKGeAlWrNQ9rxHMMZE2QIys8tlIufvAjtl8TP2eQb+3wNH9R0Au8LcrqZISIia4h4pIplxgbKHCoFRRLyLve1075TmoiLI6kbd9vlLJ6GwAmiRfEpSJ9YSIrD/XCPLBYRy4Nc5DCzCUKJVSJQKFYKrckJx19H59uqF2Uins8kuPl8942kwIV70+h/UF3bJHipSwobBgWfYqc19KwWoYcf2gQ0y1OLXWIiHp98WK6rMY2hlNRoj/RtcaKdJOCKG/cKqFnvvuFJbvOfH4xm/8xmft5fyP//E/nvM5rl+//ryI8BAaken/CyrSC/6CR8AyV5Gs4cEMb+tIRS/xnDRB6WkmqgVOAkopWt0DrBLYiGBJvzGxNoiMsumHKu0MbhPIhj7lvLW5F50GaRMFGkWV5zJVQZRn5/V4AZ0WEc8CEUFuayzR5JAKXt6Tcke2zutMgthYOEc3bnuuJNnSSp7Jmm0yVkBukNZaIAP7fa9J1tysqcKom2nSloh1Dm6alFhG8ssZoQszdETOxX7fE8mONVq0NWYMHKubWmt1NFk+q9j0jFtviJgyNjwJoCODXNVkJpFNccQ4kWrpNldju2qghMMxIc+AnD3vnLDs4uJ4Ka1Tn0/Iwv4lX/KVmkhvcxCKjnRSRStIhxZJgow21/gQJ0zt9MNErUF5rsIb47iZgM2EftkT2iZryRjRLToc3X+Eo+uHlFjwRkpaHyOc95qwOLZgl42sFJIZN87Sa5aiyqoA9L71OkbqlKzpg2fXVmqvGNMUXHzPCglUzxEnJFIApaa1rIrTXOB55zEx6VOmWlpHW/HuGsYJXfBUSKUq+JYBFPZmspb1PKa5xILwLwCwaFskh1jDAm/OIY6xTicFUSXl1vF+UFNTgJIeaeuQwzCqTEQpWI+j7kViZyFIhrRqgCrrYD0p4OaRjml73ad2S8De3tG5++teiqPL7dVSyuzNntO42LpRASBFcgedppFGH3mzkLHaxO0WEo+BQlSCHkimKlCVVMXK+UAVBjMwWAY/22zlg5dkQTY0Fc/iG0ter/MOMdVpFfndGBM675CZd0DoyNyUTd8zP1dr+55L5aS0I2UtD8QaYOTEq+WPAJiZMslNHEAJ0RhlfDnPRte8dUiuUWYsQjKtyq+kMVDRoTFG5VcAFYUaYuREhyqjqSGbOk+LmixutiPWtrcWe32HMZJUenBirFffv6BMYsLXvu9tvwf53LII0BWSR57GiEmmBqZB2yzjuN66Hudjx+11DbTjtfFci2YXL8eY37fOBbWSb+FvgO5zH6ivLwRTSVCsEy6IQXAeyxDq2HcBmbPxcyRJQGKEcw7r1cBKlpUb0S069Hs9Dq7sY//qAZYHS924rCUERGD+/Sv7dOxNkgEQf8Q5py0g2Rydt0xynRgRIbluQSaNNZg2EyHQbEaHRa+OtG0RJ5M7MgGoU3mFjOvQqMOK1EGbuAC1EJBCFiDeWWL0VFryEyd5zlltA+cxk0nbVDVLpJUF0B6epuo9JSaSACWJaYzolry/OIflwVI5F6VQ0ifHRj8r2h6JkTgbIignxPbNMJLYIgz64KuNhSirKucFzUSUba45IizLawv35/r1V13Yahm2pALuFJc88djyDrlAh2J75CeXzBvBmnvviXUWkprG0QdbmdBVEyPrz6RClgxZeoIC5VluI8gGp0dj6nQJvYdajcjvNSs1lJzIqCo9Doi58HHRzHkx8rs6VkqvQXPoU5xXy9sOsW0rRBATqRCcMZhSREx83NsZML/2EOdutq0YWWAZ+lKKjq5F3syl3dJ6xxwuFnQsTXvJOxI9mpr+6zBFRZT2+57UZvcX1XWTF1/nHA6WC+JzNKiYksUa7kiVia+JDr2/Ov6nZFhBTLj/nGJtscQxIk6UeAzDCpvNGdbr+Sgt3dz23DUrJD5JrEWLZhcv39gukEopODy8Dmvneh31uqbHSdtFfme21hG5TkWb6GwYaJ0rdVJLeAExRrawN2pEtnd0gGsPXcXiYIml+iSR1LYUaktuoUhBJomPVd4A1KpdxKvSFHXTdYGcWLs+IMbEhG+KnEiaXcziYI0WUNuFpihOiyhiMUYrdhmxbYtRZ606f8vPpVCSGJo1R4op4WWAOTbt/ZszvcdpNZHUAx8zoUuRhCtZGTanygmRsYHN6Vr5Hi44dIvachrWA/F8rEWcIjrfsb4KIUEohVs5RPpt34Og77O2E0vWC9plWZRM5PIzf68IDIu4uUAEU2vdDImVPfhu4lInHgTBCZN6rlxKC/oFfbwkhNKEFCcWXaFKNTJMNk4RwdceIVCtl2XjyqVUPgFHcE6Tn1ZjY4wRC56q2HY9lc1PLob29/W1hdA0h1C3RvVVRAuoI2ATb5hVHMcq6iFcEGnlyPQO3bgWwc0t44E6ybINXVJiVgAHln4nvof42cj7McaQDoeliRWA2hXC2ZCNvQsBoRTEhtgqaEeKEbeHAVOK8NbhaLnEHp/fRd/pMRtjEILHsutwsOjReY+RSabz80ZQMy1EjsdrnSZOklzK+5RqKzJpVuynUyLfn5QSQ6oR0zTSVMu4xursuHnV86RhPcdcgcgouOge7OKVE8YYHB5cQ0s6leuPNq6Mfs8ostA+pjWJk9/J2jKyoqjaRCTZdGn9q4ZnFntX9/Gqv/RqLPYW6Pd6TQjIDI3Iko5HXZ2je0D4BmiubcdVuBwmSbGTKqaxZqY94vugnBIAOPrzP+PnoVaC7zyuHhzohA4AVS+WYWTD/2dAkZz2XGihA1BRxOOsNCXDpHXLaNBqhTIO3I4iFESI5LIm1M+FW6yRbO6FjyFTLMN6JKEvdgYGaEBAkgTR+fDs+hs6j2vDbfBBAyAfqG7R0WuwyZxI0+eRXt8Hh4BK/qQ2kShLF+Z/2HNt35JLk4QYlLEoMkUoSF2rvCfi8zRVi4CLEJA7xSVPPCIJYnHyAeDcTbjdbhEVyJTJpTbyvPM0TJR8TEQ6LYteTZUAqG5ETBnJFPSykTdcBMn2rKmbLwAVKZNjEmEtSQiEx0EjqVsMbMNk0aal0kqqG2OAglmmKW2atp8pP2/bQ6aQN4ywudvzRdLCTjN9STja6mAb6gSgPVMAMKxC2iYfSrBt0IxFqEqi8p4lOYiy+XMVIqjMZhhpo7dJEwRpCe11nX4mfQjovceCJ2yklbR901lr4UDJV7d1LuScZ1NbMILgZFlwmNsho7ppShiGAdO0wThtsF6fYhg3565NY1ilduumzTkp10Mca3fx8ow7cVGMtUzum49+llJmP1PU1NVpFiGGAnQPlFJq9d5UvkJeVM5AT6qZVx+4ius3ruHKg1fVOIyemEZsbeNk6oOjDa/M/VOIPErERCGjykishYPrKSHRjbcUmgzpA6b7rmPqe7ztR//j83aeL2uMXYfwhtfCbowmHKJWGvqAftEhC4LOSWmRic9YW9nFmNl+BVA+k2ff877CyJX8bMYdEsVUd3dE0oviUicemnDc4ca9KKi9MpFZXJzUlbHt0dPjkprECccg87RJ18BY0u+XloXlyYu2nSEbsyAWwrnoPDkgyrONMak4TbvQmC3zONoILfugkPiNKIpKe0f6krIAeOUz1FEyeW7lLxQiIHVbhksFBdZYUhi94Hy3qA1dpPSOeua3DDEqgUtIoICQV+c+K5k1WcRZsaoTZrgu6GSJsPjlsVOMcF2YJR3SohFW+maasBoHrIZxNqmz13V6XApDNhMAsWlztM83RCK1gqFTMRyUZHYc12oId3LyFLZ7+NpmebZKQdC8z1MhcBcv/bioUqT70mIYVjg0hwDOo6Vqjc7/klgeoY62qVDlfttMk0L+yFL5EjqRY1LH2+s3ruPaQ1exf/WAJlkASNei5IJk5gqgVf47K4ICa2DB8t/WYpyqXYFdWq3S2wS/lALDI8Orh27gZ/8//1/0zzzDOh7UdgjcVjhaLPT5Fp6ceWPOMOB7NCUlz3tT+VlzhlV1swWgAwBAlQDYiMfTMPI5s4Rm8LTHtBFPGdpKMyNHxhhFN6w1mJhE6kSjIyY2u4O2ouQAwyI0pFWD8fp13Bf2sDw5w2N/9jiOnzpWJdmiXBmeQIrVcVgSBGn3J8zbIcbQhFGcIgoIfaELqk6/GEuPSetErSVPz5sz+Z618Wxk7u241ImHQNC5pLpAN8gCYGEtkJKAcPI3NCUQE4k7TcOk/+eUCQFZ0GYUnGN0gsx2TGHkAfncpAoApALkkihBaLJLSUzaD0cQCVlQeu+pldPejA2x0poGbkXju5LTrMUisuiCRhRTeQlyk3XeK+lTNmj5V9CFuukDY5x0cQjeq7OrVFOWp2H6ZrLHGos+BFYLjdoOAdAomoKTJ05GYGbHo74stsfAbQ0dSeYbTNjpJPBFn4sgLJKoyCIy8ARMKVX9VBCellgGTgDF+E7OvSRt5AND6EfkPqkQx+I4sZjYhM3mDLdv39wih54nld6J61GM4ZHaXeLxco5zyYcxvE6xwJSvxl0A1AwsdP7c325fWwXEObPGzEiC8lhjDPavktfKA697ANceuoq9o/2KcqBqF2VDhFExXqMCiEUYswV8fe6OR3/HGNkFlTdZMA+kQY2dtVhtBrKaENLqa1+D4TWvVvnxxT7xtIJzsB3ZUwTvUdQ+gVrIAv5PfFzizirosq6BrrWTMBgAdCHofX+62WA9TTjjxEMQBBntlc+BEg3iqojYmbSsci7El0kJJWYMMWEAt1haVKEd8W1aVdZadMsOV6eEw+uHOLrvCMdPHePmY8/g+MljxJiAzYh+0aFbLjBKq6QlpfK6rAhroXVTJvGcd5SwWAvriPRqrKDQIrFeCzUja1LZRo0drL27lOJSJx6J3RFbBvJFMe/vZYzjBsOwwjCsMU4btS2XuWrx2ZCkYWQ/EkIa6gZuGQFxTfUMzBMEQRhEejtyr83ZBsaSdk4W1VGC38v2WoQK/cuHbo1V0pAI3cSUtTJvxbjaf4c4zZ5ZjmlKsXlefp5YW1kAtyu4PbSZRgTnVcxM9C7a/qJ8vZkmLBWxEc7JVisIc1OjnGnzpWOi5OxgQSOxuaNWx37fz9ojAPVu22Mg2XioKq0sRLVlVBEYWXwkSikYU55xQ4YYsdoMONpf6rWTc8a4mTBuRmxWa6zXpzg7O8bJydOz52vbLBddqxf97F76p7u4rFGJ8GJsOY4bjMOE5eEeb2yUZJNLrVO1UTSoASxPXFjLiTWIIJ7reGdiMnRggqHvAl71ZTdwcO0Qi/0ewXklxYuSsnCbJHlPTCYNZi4+1ro6t5woY6qpohC46XDpsYu+gzUGmzKp5odscj54dFzUeC4Gl103Wz+C9SoHUEpBaDhaytcTlIa/J7der+vkxGu9rHdiK0+fScbE7S851y5UrRPhssgEj3WETNNeQK8h0y4iCLhNBxDeDX3dtNGsge08/PVD9Hs9rr/qPhw/eYynPvsUVsdnmMaI0Gd0iwBjScFUyL8igqavgTppA2tgcsMJyvOEdFvZ21hSkD4+fhLbjuAXieDdKS554hGRG5neNupCLSTT+rvN5oySjnGNGEe1LRdSUBxFTjzpZtiKWQlZNJUM02hppFzZ47a5sAEet0XjVjhDZi6OlrUt6IaKZzV26vI8McaqrperQipQLd+VmIpKLpLjDIx2EO+gaRUZgwntTLyBy6I3Ut+jd1aV/IDqf+OMAVgRUEzlCpNTva0tmDZJEVRHXl9QkMPFAt453PZrJYpKUidaHzRRQ59HHXG2SLmOOctnKZoewTnliEgy0p5fQUbkPQjzPbEWQZpILKxkGqeNcVS0I+eL+RnSZnk2u3R93C5eURHjhLOzY1y98gCG9QY5EiIh8HjrXSKbRJ0osbqx0DpEX0shlVlUTzgeB9cOce2hq7j60DUsF70mHO1aRugkT8hw8j5xsQG+f7OdCxzKfdRywIKrRpSyPsn38q8xBiVU+YJSvKKYej9L4YaireRWPTpdkOgrHy1Xqwk9p0YI8uwVpfpMmPHGgs9apKne0V6d6AkyxcProowkS+EjXlkxV0RCPw9GSUqDqCTx2WrGmxeMUPR7PQ6vH+LWE8/g1hPHmMYJe4d7JOrm2kLYzM06WU6BLgaesGkQFzpXzbjzkGZ7xdnJGdbrE5i7FAu7KC514iGjr9RiyXdMPowRnjP9PsYR6/VtDMOKND0GqlKnMfJobUfTCbmQMFauY1YiCy5VhlzUrQDX9kUv0foHtDdn+xhp9YnBWv157UXK1y3hcz1Nmq0DlaSqxKJzr2OoXdO8hlQnSRAdA725vHM6IZN48Tk3AtwYuLWfhYy3SfuCfi+8GBodNVsLlGm+lvNp+bX2um7ulAtaGEX/oz23MjKHCBQPmFSttGVh671HHyqfRN6zwLfSFoqcyEj1CACbaeRRbPp/WA0YVgNWq9u4ffsmVqsTrZDaa8Jad9e+Bhcl1rt4+YQxMlbdml1mrNe3sd6cYhhWiNy7d97N7lmgkv1EUh2o3C3ZBCVyoo3GGGrfLBdLXHvwKvau7GO56NXmAIAWGUKgTsiwqOhu17RivHX1PjWiZmz0d1K0zDf8+h5UeyhnbZO250cEw+jcEKLpbVVVbiUHJKRIk6+3n7O+dj1ugBBueS5vyT4BgAoeyrFuk9RlxLddGz3zOOi4SWnVWQOfna6TZktuoXXqlkki8X/S4q8jgr5nifWj+47w6P/5HK15nqaM5G+FK6euvSXPCvGWOKr8HGvr9dQWt2PEenUb4zicQzieq4Bq41InHvkOCQeMEV+eGZGmfdxqdaItl83mDMPqAMNqwPJgSaQg3nzOhkGJmTEnuGRhnPisWBgkrcbpmOokSeu22qqRysWznQy0iQYZr53v3bamceJ7QjoblQBZ9SnKLDmonI3mQmJnx5TzDPEgyNbCmfnEjPi5LJi7IZviRSO+4m9CyVGV6BUkiUaW55XHjGi2hRppkpcz+uDhkp1JIMtN36I7mRMomdpp+8q+qewE0ZDjks8JiRZgQTmI35GZ0xGRsxD7CDUbNiPWZyvcvn0Tz9x87IIx2KbNohvOc7dcdonHKy9WqxNsNmfYbE6xPl3j4Mo+lgcLIvg1/XaAyIVtISRrhMj/VzXi+vyL/QWuPngVh0f7dSO3VtctbacYA1gLi7ksuxY5pXqXyL3nTdW3aFGAlrQtQSaU9b6siIi0Y60ilPW1zSyZEL7c9rG1NhPqc8LrwnZSsn2PyWsuQ1BNoZQzem+YWO4wxrq229KYsTVIk7cW2VXDTfrZfE9oi1U617UotcYAXtrjlhMFej0E4paEBY3gPvmZJ2kUt+907Fl4inJtOGORwN87CyMTR3I80rpngqsUgSklDOsBUySvs3MGcResY3eKy514SMbZVIS0cdXH1Gpi3m6ZphHHx0/i8PA61utTrI4PcHCNko9+ryf0IyWME01ydN6jFKMXbM65kkH5AvFbF7B3VqtwORa5VWh01uhGbVC1P+QC177jlnpoO2VB8P88824hvu3ERzdl2WhBrSOBU1sTuzZ0I0/0/jdNn5cISwVTM0UTWJ43Feq1SquGjgnIJiMA6jxbcp5VHM7S9JAgSW0PNPN7JkJrfd97fafo1JQSLMsEC1ojnJXAKEib5ICPRXgyzkpSk2eIxRgjhjgRtOodSeyzxPSwHrA5XWO9PsHTT39WnTlb92S5Htvr86Kvt8/9vfRPd3H5oibdFZldrW5jtSJkdlitsT7dYHm0h4WpvhotkZGQtHmBI/8KgbMUIHQkxX1w7RD3Xb+iFXEuZVZ8SDHSKjnT61QUGAB6TfANkhxLozQcGuK6PK8QwuVek6JKEhR9bp6w887OyLKKSLACaee9kuKLqeP3223tto26nZQo0gkqVhxrGgFERJW1TtzGSSk1a3IQzNxkrjB/RRIYSdBkbZdzvW0W6vi8tQg2QOgLLBV/MwSEEa/F/gKv/4rX4+ajT8N5i9B5WEZf5POVc5Zink1JtYRZF2jqRs8ZPy5NCeN60DZyjHOnbXn83cTlTjzSNBvtnEHSUiWXlpxXb2qg4PT0GZyd3sL+/lVsNitszjYYD0cMqwHdosM4RTXpko1oSlEzZiWDcktCRmlhqqz5dptDji/rjUkcBiFryuO3+6IjEzZp4y7aNxQPlrbHGVMCthKOduMLPNFCzquVjOmtQ/ZQvoT0VGnRqGI9pRRsprFOkPBYsPRKDZMzuxCwHgekkpU5Tu0o4mFsphHeOtjglcxqjFHzO3mflABA9U/aqRQhqV0Es9pSK6zEiZB+dvy38jmq6mLzHqWKEmQp5swoD3R0cNpMOL11RknH2Qar22s888zjOJuJhUnMtTvulIBceK3nXeLxcg1pFbaIH0XB8a0ncHhwDQcH17C8vY/umY6JpR7G1jVBN9DgYcvc2HKIEZ1MbwWHnMkF9qH7r81ajoE3RUEoZOOUxEEGVIPz8LbM1hTfVP3t8XhZm0xtp2x/L/dhx/eoBHFJSGhQnGbN1nrmbNUgkvciaxtQR5CtAU0K5TmhXbl5rnLvcpwvJqlk8pPidbrzTouZRQjnCiNae0qzXrMaMljMCzXpqe3trNdBKYzodAGl1ERPkkeTyNgt5awTdcYYLA+WKKXg+qvvU4EyoCLgLYplQIlrbMacjSFScpoqT0+KVMOy9uNIMgHjuLmQ2vBFM4l7KQUpdaZzEy3G2FohNot820MFgHEc8PTNz+Hg8BoODq5iWA1sFz3q13FK5D44RR2v3UYHAOZMlDmjG6hTHdSPpHFb+VBFaAyY3wxATVCkXSFy6LLBrqepITjeeVOy1up4WMthkI0W4HE2I/1Yy9Mj/DsAQxS2OvjxBovQaVJA7OaatXfWIvE5EiJTi/oQCZfOl0zAeEevHZrHkTpqFU5LTXVimSTWHlcbcmO3nxE9tmkz5aTJTdueaasgWRxKITb/ZhoxbUbkXDCNE1JKWN9eEa/jZIWbNx/FzZufO/c5tov0dmz/bPs6EDGxXby8whiLgtz00AWZrQXS2eoYt46fwGJ5AGdpY84p42z/DIt9UhTtlz32r+7DBY8UExwbi6VMY+EpZ9gQ4J1F1wd0fcDR0UHlW/D9ERg9EGKl6NrIPRTk9XOd8BJfD1nLBI3Q6rlBQDoew53pSNhKmpdjlnVKuB6KGOQ82+ClWJIRfjHbJGSZk5xmvF80giQcv37g1nk2dZ3UtjBP8EmLWRI4sJyCFlSM3khRJ8cprSsZ3QcaLkmqAwvImJ33uk4xR84SGiaTfRuWM5CxWGPIN8YaowhImljq3M61m+r1J3ovZA6HiV8v1bYMfb5Z98RxXGMcNthszoDtfRfmwvXtorjUiUe7KUjUBV7aHrkhWs3bMACwXp3g6ac/h729Kzg4uYb1lX2EvkO36JhsKn4CWW8agf5042fDHQ8gGyA2WbUgGKXQVMudPhi5CYUt3U54pFyQTRU2G2JUGW9g3rMUWE2eUzJ+cVsEUHu2hngGUvVLggNAkQ56D9LbFXISPXfPFQbphsimmmHN+U2SnH5rciKfH0CjfjlngDVBFHrlVlQqtd+5/W97HcQGSpRo6U7tuZdEcfs528VNzPKmGLGeJtze0GhjzoUcPNcjhvWAYTNic7rG048/gZs3H5sd0/ZnrP+ai6+Fe+mT7uLlE3Oko0ZKEcfHT2J//yoWi304TxV2TlW223lH3hqNWaFs7lKtA4RUhEVH4+cywbXFJWtRUIX+m2KgTaRlXZEQ8UMn7eMtdAIQgrgQ8OfKykB1m+2cmxUMsmbperbFcZH2CCyZVbIB7FZCYwVTmL0ewAJgMWKcJj0mRZK5NSKeN9pKb9BWyq+c8smyFJd8zGpg2SQVHdDsKRZZHcRrCMrijEVGOScw6a1FROXuWGuxcA44ANana3TLXq8HNQqFTLqU2bSK8w4pJlanTaqEOw0TTm+dYn26wTCssd6cYrU6wTzuvKZdFJc68ZBZ9+2Y3yCWBcfPt1uor5hx+/bTCmnun+yjW1DisTmtbqKhE2ZzhkGEdzTbPZvEMHVzzQCjATR9sf04gRqN4UqfK5M2MxWOhCQQwq2IzaKzPZ+uyYdtt1zosUoWXxjDy1sbpEyZiLFc7732eUuKSKVWMfKeRu4JO2PUD0UqH6mY2kSB9EyE6FWz/1QyISmo7q/gm5vEukxtUfHNN0yTiqzJPL74yEhs81xyKbPsX/qYIkDUkmKnSBMsY4zqvyCy+jklnD5zivXtNZ741JN45ubnVPCJrkGpHFpE6M7s+juFtGZ28fKNtjjaTkLW61PceuZxLJcHCL6rSGXw6Pf66qqdC0rOevG3CbQ4RR8uFuhDmJEfZQ3ZJn5KW7S9lyoSCW0NA3U6Lmy1S4A5ytgWS8gXILXN77fbIRbkEyOiguKn1KIswTlsGk0hYwzGKNpENMkn95I4gcv7Cfzc7XkzvJb6Zt00xsDBKmqqFhF6PgHYectpdv5QWzIq9GgE1ajrlaAktlQuTHAOY6kDBvKeJQQRcdZiGicsWWjNoRaUALuiN9eJ5SkYyxok6MhTZ1yPOH3mNlbHKxrEWN/GyclTM4+W+tm+UqZaGoO47diuqg2MOsa2WR5t6glP33wUR0f3Yf/gqkKYZycrvhCB0AedACkgcqP0PnMhkFE4C5UsBSWCimyt3DSAZMwsysNEHRlJ3b5ohc8h0J5k0sKABuZ8jtaFUFoJM20Rsz1LX3UwpO8os/tyWRsYeGt01LdtI8nrr6eJsvBUyVoinCavl0tdTGTBkPN1sl6TVoetYkRVP4WnSpiQ2hKzpDKwpkqlt0SyUooqGQJQmHSKVckUoApRjimmhNU4Esk4kk7HOEwY1yM70E5YnZzhqc88iZs3H0NMc1XI+bXYJB/3mES0FewuXl7Rtltk8d4mwuec8Mytx+EDFzs+YLHYU3uHxP4d9HVWE7nQ+xn8TURrujeNreJW7VSH5US/bZu0CYY8vvVpkq/JImHuAAtAWxHbG3qb6Gy3JirqQM9BBYpRXojlSRexXDAgxLPd0CXaoq+0awCvcbLunUeBqb0iyZS2VmwdAJBzSOsrf6YwCLaSOSVizpqkyHiAIBi50CTQGCO89xhinLXCt8+1Z8XmsSGgDpHQmiFGeGexXPQqfpZKlVVo+WI5sit74hFbfv5pM2F1ssLpM6dY3V5jfbbC2dkJTm7fxPHxkxdOtNxLgXS5E487JB1tyKJfSpr9rL0x5MN4/Im/wP7BVSwPFuiWHcb1iNAHjOuBNPYXoUJzhrxcRL1PK3hTZtoXGdCMVAV8+HUF5WhZ2tY0MD8nC5tpUhSBpl8KTLOhSqrdkogU9rQCgTltz8i0jZI9Te11tv1WuaEkS6/jZF5fh2b5nW7WLZRoDKkGDlPUZKg6Sc75GrL4WGNwNgxImZQJLaquxtkw6HOMDQudxl0nGBjs9Z0me8F7mFKl0aXyKYW0OIZp7lQrSR+hHAljpFHllAub0pE88rgZkWPCydMnePzPn8DTTzyBkpPejKVkcrJszoO0/yr8fPfVgTznLl7GYcyzEOFJe+jk5CkcHl5HjKNeU+JQmnNmfY45P0im7gC6T4L1GDBpUQHdyOb27jKN5u28vaJWBrxByzh7K6BISXIlz5MeUKPK3CAfOWddD1sEV/gl2230EOb6PuJwnUolmk5NcQbMx1ZbImuLUEvCFJq/Fw8sw2iDtZba6VsIjqBJ2hIp86mZ9vF1iIDWm9jw1dokUFBmms6rCJAkhxY06NAWWL0PWtwF5+F6q3vPGAlRFgQHOSPGqHSCaZiwPl3j7NYpbjOKO40T4hixOj7D2dkt3Lr1GB5//M8uIM7XpNS8MiTT51LedwpjyJlPsv9t+KsUqjhinPDUU58hy9/gcXTfEfawhxQbLYb7gL4nHxdBMdpMfmDoq1XjS3yDE6R3vqcq5E9nLTKgUxepFIzThImz6TabnC0SWwRK2yAeqYHT1PE1VYM6kSQXTQ7valadCk22jCwcJslVzBmLELAax9oWahZJqZZkA3fWYjUSy1raKe1N1L6fNtlqx4ZlfC2VjGlqKodS4ErR38tCElPWBEwSKKBRNSz1a3qvWc+HaHWIt8s08c25GTGuKelY3V7jz//oL3DryWc0iZglFU3VZiBtl/mY8r3xOXaIx8s1WjJ8RT3O6xOdnZ3g5ORpPPjgl1BSkcgVGaXMkneJwhuhbDayEfYhkIx4szHLyKzcR95WZGN7vH6blyFJgvCfUy4NWZ5MLHVyBwbOQsnyhYsa0YoQ9LRtC29/v308hddW/Zp5cm0rR0ZYRbIAYEM3bhPXQk1aKOcTfdk3FOHln2dJlhi51rFfKQ4hKA0lYoLMCnKsatHGzFpVNBlDXXT5NzWIjrcOzswFwcRhO+eMRReUpwJA1yFNHMEinNyqSxMlIihEnD958hg3bz6OzYYSj0c/+6fKYWujbRHe7Tp1qROP7Ztsu70CbPE9dLrlfO9NLo5pGnF86wk457F/tEcXQ+fJapiftlzdB1DZx/L8MefaJ0SBKdRT1BvACtzeKAJyu0COR9Tx2mq7hbBsc9O36ELL7WjbNC3fQf6ujqWamSEdPd4qNAqeR5fz0/Z7pxS3pndqVm9N5XdIsuctiXCVYjBgOpd8tYxveS+rYcQQI4Jz9H/bP97atKXKqjLL9bhpseOFLlXFV0FySG218brJGUMkJdhxnLA525DN/WrAuBlxeusUT/zF41gdn/H11vJFWNypqXKgm4my7nBPcRfJ9S5eBiG7C2Td2n5AwTRtEONE6Bt7BInE9rn2stxLs5cg1KE4NyuCnK06GW3l3SKCEpXTMC/iavuh8itsMbPnA2r7uao9G1U+lce24outuF9tDdekvpLrs75+adAG+RvXHM/2Giot7JgTr4GkB1JH67O2duTY5TzYRjU1OD9LAMXeQtYhXRsZ0UqCYDS8GdFDovVp3qKSCaRiTOO+W5FzeS3AqPBam2gIki58tcK8oBxJG6TkTG7tSVp2E2498ziefOozePrmo3ekNdTi6+6Q3MudeOSqXHpR9TjP0qndsp2tA3OBppwTYoo4PX0Gj/7fDjkXHFw7QLfoaibKYjq5FCzY52PWRyzCS5j3Rz3ogoHNKMVosqNVes6sj1EvXFXmZMQjM1SXc4ZtNuuZcqgxyI3DnG7CcgFDOAwX3Jhy4zfVECVG856rkJrkb6vLq9UbaT1OWG0tJrIYiliQOLy2i0rhaRJJ6lbjoOTRZdfxArFlEQ5CQ4REJYtFPYdZ4V5ZMIV0l0ol9QrSshknjEwiHc5ommVYDTh+6hir4xVWt9ez85pbZ2RmeN/pWryXKCUDpi4+u3h5R0sy3W63aJRMxHr11+AfC1IpCUlzzVR+F7c/rNV2LTBvAwDQjZb+tm6Kch1r4WBqm1dfp1kLZ4WfETVl9nsyRifpZA2xzf0pf9M+l66ljM7I3zjUSRZaS2gNTNxeVpSAkwdJsmR9lb+TfwWZET5aeyySQGjyIoR0A4AThZZgL+1kZ2rCIVM4cl5JeqD6u5imeGwTqNwUg0BNnFqeWsxFfV8AqAaUoDgFZFKXmNch102rVpozdQCGcYP15hTHx0+c43XQOZmjTxcNNVwUlzvxuAOss73I64WsFfic8wHMBZokmVmvb+OZxxdYnaxwcHUfh9ePaFP1bCmcM6ZugvcewTssuoAyFUzWoucsU6B+gfOdsYiyAeesbZSRR+GkGnDGoguhiuxsjbm2H3DL+choHGy5f9rKioungcjoemt1dE3cH+Ui9owSBOfUg0UEhlR9z3slpmrFYiprfEoJE7dZVLUPlQ8izzmrvEyFWAktodcbY8QYI/b6TrN5aqPVXvJF1wHxT+qkUBupZEaXEtbjiKkRCxs3I1bHZ7j9zClWJyu2oY5krDSdJ5KarYpVs/9mAfl8YkcsffnH3bZbZFQ956gTLLLcUdXK13mat0DboqGOpJrZfdNOhklUF+n5xl+Pu1ozWK7W5W8uSh5ck/D4rZZ0Lk2bhP+uVQxt0V6ZCCwpwprKZRCtI3ltx0VQVAGumnRo0WSL6gnN0QniuJDeBpFyCSHm5MTOx4ENDIITvSWRqa/JTOSEqCYahIDX1zNMAgUndHXkH1yMGc5FRZBMClGdhMnkwyOJhjj5zmQdUtOmA/v3cLtFjjXFhBhHTNMG6/UpxnFzwVXbtpdfQVMtpVw8Tvts0VYU7YmSzTql6nZbSiaZWDPi5OmE01tnGDcDUrqmfxc6D98HxM4rf8HmKkfbB49SuL3RiMiIrO5mmpik6TWLb4lE8jeibAfUqRUfArKMXJnqfCjfF15cJCRZKYUQFLkJPbcyOu8x8OSMwqNZTJMq6bTVDJHkpq2QpFVUSlGtD1305OIv1GYSFvvU9HLbtosIGgkZNqaEs2FATEQ+JYO3oMlLRK7QZWJBoVyTDhHpccY2SUdU4mlMCevNgGkzYX17hVtPHOOJTz2hCYfhhQWGnD1d8jMBKOcDyrB1TXJC0rbMdrGL7TgvKHa+3WK4GBiHDRlZcstFqlTd7FlEijbDeYtA1z8YlkKvrtNARUeMqZuwbPxt60F+1oLv7YSMvAf5vkVW299JItK6ULdaFfX8mNnzqfowJ2gyMSd2FFqAMcJD47A8HivtGW6tVAXTudkd/QteJ6mAk8SgoABlXnwoKr6F1GghWGq7BahrurZ/Uc1A2+dUDojzAKL+nRailG3o2io8Q/lcBcmuxnQ0OjtuxtoWShnTOHFSkhDjhGkasLpQhbmiHfXf892EO8UlTzwu5nJcFHRCKtKxnZ2VklWDQb4HiPNBCAdVIKe3zlAKcPvmbVy5/wqWB0vS/Vh2GILDuOxh2UPBOYs+Bp0mkSRERqDoRqxoRiks+OOqqVNolPckS9ZKXjbbRo5cNmsAgK1ES/kbbTdA2h5CbG1v1NwgJK6yoJvkwIoiovYnaSHog6fKgNGbkWFfSajoBod6P7RCZfI55QYBAYDeB2WLe2exGScUC2ymCVOKOBsGRWy8MM8BRXcKvx9prQDVSVIQjtU4cmtlxNnJCuvTNU6ePMatJ48xbka44GC8ZX+geaVjnVe4mN6LhXPzW+tO7cDtuNPjdq2WV048W7ullIJpHGijYmJgbqpVyVRajkHLM2iLHxGVKiiwqJtHa+GwjbZJUdLer+eyI1R0RMf+zZxv0uplSFLUjuLW9WqugTQTvLLnjTbbda0Na+ZJUSmV6xVTbNavoO9ReCNyriRkeodIorWlK4iuJHuC3JZSEZUWQaIEo2hi07Zm9NzeIVpUypjqQm6txcLPeTnGkEL0xMVuzhk5svZLTIjjROTSmFByxjSSOGKMI+I0YhjXFx5Dm3Tca1zqxIMExM5nxs8VbdZs0EBQWXqnPOmQEkGaKaO4ogI90zjBGODk6ROsbq/QLzr4LqDf6xH6QF4KknywfLF1Ft47WO/gA12UphRYGNLHZ0a1s3XsVOCxVifjoiqg0w1WHFnnehHUX2R4TxjO/Dzecl9VNmGZbmlY8NZgpoGxvTjIsSU+n8KXEPiwGGJT52ahaa2y2+qoXfxk5FbeA5F0DfoQ4IWlnjNGVnNdjSM6TzbWOircLGpSqYlUOsBKsOOEFcueT8OE02dO1XuFjgtIE0tRC4l2q+/bHv/8vdhzj7vXaDlIu3hlRHsdzSvqjHHaYBzWiCO5aJdcjTJTJKJgSaR3s2zuARU35IJBWw4Nh8jqhsjHgblKqLRE6LG1ZaHrQdM2kRZw5UKY5nnm9hG5bK3LfP+0reqLzo2gtu29l5t2RUsCZRBIUQXRz2hN2lpBQlp/KyIhvA8AmpgRSR+67rVKqTLt004QyXnTFgmvmRLBWiQzT8Jk8qXzjtctjynFWb5X12qjxaU11XdLkhlJoEopyLHV88jahpmGCZFbLZn5RNtxUcLBn8S5x14UlzrxuAjiupeYZe3Nc6QcZ5yPlDJcIXW3kukDy35L8TOToqVeLMHDOkI0jDWwwWsztXBW22byAGWxXePJIRdnC3e2N6Ucc8r1JgRoVI3aChWOlMRBzN4k6ZKpG9MgJbWPmpsbrroqyjGIfHAqNQMXXwP9G9nsU2ZCWR2Xk4RIFoFWXG07BNIVImhbaZGIECEwwxSxGadZRVBACzJ9lrQoS08zR/rcNqdrjMOENCWklGAtTwipFHxBmuTnDRTdJAUtoe8LTTS2/36HeLyCwkhrrorOScQ4YRw3mLj/HieaRsi5aM9eQja4UngyhFug248ROJ6uscYx29wZRd7merSxnZgIitneM8ZY3cTrc8oXdR2IW0ZMVYK8Jk4tsR2oDtwA1B+mnZIBeCLRQAu2dqJmG00AhNgvXiqucvHsPDFJzfsEaADCWYsO83t4W1tENZ4u2NNUvbrUvxVre4vKkTGNLQUde0VnBimuU1FpfVmvcq5fxxhJmZmnp6ZpuEPisVVg3WML+WWTeDxXXJQ1b/89kUoZjn8WNVR57ZwyK75VsmdrSy1mPWXr5im5AFYIShUm206kqgCNUf8DAHOTpjZp4gtAkg5JntoWSTv26kyVSG8rFqD2HCUxAOpN0XoW1M236LHlAnhrZgmMEFSDqex64VlYU0fSpEfbiqqRZDq/Vp7/rL1RW38bee/TOAG5IDKUmNkOWmDFxK6LcUoz0S85p7PFQhI773QxpXNJuh1tVfO8Jwq7xOMVF3Wjrj+bpg2GYYVpGmiTGCfdLAq3EuXxKWXIkkWbKxcNvLG3nA6AN/UyN68U5LU9HpEHaCv87URZEMdWS0fu+9wQOFuNC2A+pirHBGDW9im8CXeuFjHtMUiRIutTaO7Llr9Ribpzc7g2H5pP2dhzyUc7lZLK3MtljszYWUKkP2/W/RaBgs0qzBZTnq0t+lmlooqkpuGhjJFEx1IGhmmaJVMtn4P+rVNQORKnMY4R47jBOG4wbM4uWMvkfX1+bRZg7qF16eK5FvcLT8qzZGfneR8NRMVJgrEGcYpIwrxmfX15nBC8jKk3jfXuXN9OeoqCDKh9e9M6UtGbJjHJTTXcohyagKDqd4wxao9Rnqv1gaHjgN5MgUmpRHytksJyvNYYnWiRaZT2uYU8Jq6Sna8qpZYXgEUIWIaARehIWZT/01YRVyEtkbbN4oNzsykdgRYnRnbaOf+Si7pTtgmaODIWhnetdzDWcOU4/xydt0CTRCl/x5OnQVvdAIBzDtbWn2sf9Askle7SjldGtGtQvbbqtbNen2K9PsUwrNgpdFLlyWmM3C4mHpJ19d6gaYfKi5ACRFoiEjTSWTeUztdrWSYy5NgEtWyLD7kHBRntvJijsRop6F9vXR2lBTtQo6Ku7TomLQsAWliRIDMJbomrbpuwCD9N3mPLw/DOoQ9ev+6814m+9ty3JH9AyO5VQsCgOR9bSJHoBjkr00Pnk5E2QRHyZwFZO9TPp6I8LQpfCaMNis7oFr2vShY+G4ZzLSUpnBPvD4WJpQB41DYixgHDsD63z253CmZr210mIpcc8cjnT0IzliY/v1OCsp2YZG4R5JyQFf2oo12FGpFUGXMfTdCM9gaUTY1uRsN8D04mUkLXh5pJC8GriL9IzdSVBd4kF9uZosyZS99SMu6YsiIVIn9M56xoFkwtCsreJXof6LWk4rFObxqZxNFx24YBHhoEpg9EtpSbSZ6zjYknZVrSVkwJ65HUYDdcTQWWNtbH5IRhigp1yo2GnGdw6ZQiLbw83C8ZvrXnJwXkfFtvYSxIva8J5xxsV0eoVW21QbeMsbANn+McutacU8p4np1werdk1F28PKNFA9rIOWG1OsZmc4bN5gzDeoM4TJVkOjGyl0gIaq/rFekUwcDtkdJW42Obz5EatJa+rq3eduOUhEHWnDbBET8VebwgspJEAFAF6Iq80muqbDn/JwmJAZmhETKa52PBTYLVesoA7fhpUUkBPbe0+Oo5kWM934rPWgDWdlZ9b/Ja7Xtup4G2g85H1vcsqFA72SNcODnXonbqQC0XgJCSgafzhoksPeR49TNkdVISD6N9LMeMYUP+UyKWGONISe7mFHN+2b1Nr9wpLnXicVF8PiS8whccXahNu6V5TsoQiR9gnK3IBo8lSdTkQ74H4jihW5BMeCsRLomGGP60z9EmHYb7eK2ccEvK1Nfd4hhYA/UjmXJGZ+bwqdx8QPUGsMaQQ2ypojU0NQOtXmQt6ho5cpmEIQi3Kg/KbL60bOTmC96T+Rpn3GI9H1PCxLoiLboTE2ltjOwW66zRkV25cXMqcK6el5zqnWydpbZWKSiJ0CvL7KucLYplz51YE0q5wXznUZpFYBpGUrLNRfke22HNs7ddKGk+rwp5p9hxPF6ZcZGex9nZMW7degL7e1cwHq4xrElRV4wL23Wgdbx2du7H0m5mhqv5dpM1TbEiVbfwsIT8KL8XvUKdiLEGBjL5QdX/9sRJy1vbvr7l/heSuoQUWoIOyPOIx5WzVkfjg3PUFmo2Sgsyy5PXddZoAlJinImY6XmSonarXdISbQW9kfMpj6tEVeKrlGZNrZ8xJRCy/k6zvaeeZ5mkEekB/Tk7oIuoYpv8tOdJpQxUPIz1OxK1oMfNiDRFDAM70W7OMG3pdzxfxdClTjwIlvz8FuRzFYWp/Aag8j3q9xXJ8N5psoJS9EaXhKPNCA1hgs3LVIi/lIIMzGBQY+omU0qBgdUx2toeKTPVQWpNkGYGUDNcbx0yf8Jdg0iIzkdbodOGHBVKBLarH6uVBVDH02q7ZV6hk7sjtYjERVfOkW1uzClGGvXihMJIqydnHW1z1qqMubjebhp/gtIo9eVSYJvzp8dvDQ/FGMg1Y71D3iLbGQsgQRMTF1gC2RikOPF74Od09FmmVBESaxiattxykcVVriPMWezPFvWamyfCu3jlREUX6nULAMe3nsDe3hGZWt4+xN7RgM1qg36vJ32PiUclU/2fdDjm0xVGkc/zP28R3Lb63rZgoGSicrMkRI2zlPk13369XTy1EzGCWoiMOQDYhuzevk5wnsdg5zokkoiIMFp9D/PJPx2z57VKkA+xaZglG4CKdrWJgaInae4xJSHnXo5D5N3b8648uq2WuKzR7XkXj5vEvJ4WeZHX2kwTrVGZETGWSU8xYRpJPiBNEeNmwLQZMWxGjOMaw7DCen2K2EhMtGjHF8LvkGN/xYdm7s2o0fb/OkZp6uOJkFhbLYUvAGsbkzB78Qcko1wq7JPnN0J7XLlUYqfcnHf60GUSxVuLPngERhvkJhR3WG/dOaVSQVbaKml2npo+prdO58Lb/q8sELH5e2NopKwNZy1G1s/YTKM+voV2h2lif5eiG74sSrT51+cr3NMWOfWctlQF26qHmbo5JtXkkM9AUClrjY4+h47PkycN5cRICz0n4JzXZMNYWzkeMLXausPntUMydrEdajKI89euREwTbj79KJ5++rNYnR0T6rEeMW5G5nsw54MLgIH5XiQyKI7YF/fuJWYFkJknC22rpSVHCk9jllxgfi8qR6L5X0IIq8JhECSmEmErh6R9TU00jOgF1QkXvadNVV4VIrus+YI6t6af7b1pm2OurRTTHKsQdutzmuZY5DhbobaWk0bHVGatH/m5JDhzFH7+mXh7fjJG2vgAKvdHJvqYRJpiVjuIYT1gfXaKzWaFs7MTbNanymVsj+fZFErvNhm5p8Tjfe97H772a78Wh4eHePDBB/HN3/zN+OQnPzl7zGazwSOPPIL77rsPBwcHePe7343HH3989phPfepTeNe73oW9vT08+OCD+IEf+AFShnyRQtEL4PxFJ1W6p01FKmHfeWWQyziSbRT3VAtkSopyiIyxMdCMHhA2ciPqU6pYVwE5xMrF3Irg6I1sBMIsyqmQfwMre7b+K77xlum8V7hxJtTTJF22udmExd0iGvLzgqI3L1BhXiKEVsRFEpFhmhrSbX1v7cIiiYSgQaKeKNojxlSuRctVsc7MtDZyk9CQGZLAjlVl1vnmGK0lbo58LgI92/q820mDLk68EFommlp79y2VXXzh8bJZp56lusw5Y4ojbt78HJ6++ShOnznFuBkxrEh/Jo4RaYo0zZUzqfPOiOYNMgDRrJg7Z7eIh3wvIeROidJsdsLhUGQEkjS0iGjWREDWl5bMKYhAO1Ej5HZAuCmViKoTfE27Qf6u1RnJfGxiTd8eo4gltrwXed52zL8tqNpzIMlFLuD3z8aTuYqutedNEiJpawuiofy3GQJfkZDtParlyRhj0HnHKEdRq4mYWd8lZ9LpGCcam228qMb1iGFY4ez0FvGIhjO0KNtFCfDnS5q/p8TjIx/5CB555BH85m/+Jj74wQ9imia87W1vw9nZmT7m+77v+/CLv/iL+Nmf/Vl85CMfwaOPPopv+ZZv0d+nlPCud70L4zjiN37jN/DTP/3T+Kmf+in80A/90Of1Bp6PqL3K82IpuSRVoSw5a+/fOQcf6OezEVphICeB86VdQdB+C9lNMc4mNgC+AaxDFwJxKCCQnJ2ROQFKANQh0VReiGpq5IzeeyxCwCIEHmGtSY4ec+MD05KqtMdq6ny6vNUxRvV4oSTHo/dBH9c5h8PFAkfLJfa6DlXEKGGKkeztU1IJc0E6hBxrjVHVVhkXC4wsWEOeEtqCynUsWczn5O+ss8iRINi2UiuabNB0CizzOqxFSgnOOzhHyYdsAHGMFyIozvpmmsUquiFOtbTAnE8+7gbt2CEi9x4vp3XqTgs7VcAJOSXcvn0Tn3v0T3Hy1AnOTs5oM1kPGIeJvh4nVRNOzUa6jfS21be8Bv28bsKlVF6YrD8ysSIhtu+yNkmhM6/Q53wTWWvaqbTt9a4trsRHSs5R5ZnN0Vp5njaREZG0Fl0V1FbWCLlvvbP8t3WSRt5PizC07Z12wiYyR0WKOJnek+RmPqnStsLrOg7UIm6GfDcJleWCzzF5XiYP58RXIs7HKVKiwYnqsBkxnG2wXp9htbqN07NbuH1yc8ufZY523AnZuFu/FlO+gJXtySefxIMPPoiPfOQj+Bt/42/g+PgYDzzwAH7mZ34Gf+/v/T0AwP/6X/8LX/EVX4GPfexj+Pqv/3r88i//Mv723/7bePTRR/HQQw8BAH7iJ34C//yf/3M8+eST6Lru3OsMw4BhGPT7k5MTvO51r8P+/lXcDcejzRYBoOSKJoi8dQg9QuixXB7i8OAaun6Bvb0r2N+/gr29I3SLHt2iQ7/s0C97hEVHm5N3WB4sEPoOvvNw3ql6aegCvML0jmS3+SJxDO2JzLflzTvmjAUjFC10CNSsX7wG2vfWQoDAfI4emPMx5EYUkljvPTyPpMl5GRvDoO05cO1P8oUvRNGWMFXliKv5XfucMSecbgaMMdYRX1kAecOmDB4qly6LE0mlJ/1MxXwvFyJLGVunjYw11a0zkRxwjon8LbhtAoBGpKeEaaTxRL1WUtaRxThOCkumKWFYU190s1lhHEhfYb05xWZzhtPTZ2jqYFhhHEmMJ6c443gYe34cVz7L9nOV97le38bx8TGOjo6e85rfRY0Xe53q+/27hqDbKIUUSUU9MjWmY4BB3y9xeHgdV648gCtXHsDBwVW86jVvwI03PISrD13D0X1HOLiyj8XhEstFj/2+R/AenXMI3mOv63QtkY1OSObAXN/jovZKq7EBQEnf9LfnN6DtFrFums0me5EyqoRsolKQyNpojMGUqIhrDeeEDL/tPgvURAOA+jW1/DX5ur0P6/FC17bt6RmRWb+IE1ffB/+bqyBjylnJ9/K623YSLd+mbdm0Egkjr4sidxBzJvPLccLmNhGR16cbjOsRq9srrG+vcPL0CY6fPMbNm4/jySc/jcce+794+ulHMZ8OZddxO9ePahPjvt/Da177V/Enf/Ibz7lOfUEcj+PjYwDA9evXAQCf+MQnME0T3vrWt+pjvvzLvxyvf/3r8bGPfQwA8LGPfQxf9VVfpTczALz97W/HyckJ/uiP/ujC13nf+96HK1eu6P+ve93r7voYt/MqdSndgpC2w5iWHFg3ftNMkxgrxK+mOmimKqTK3r7gja3worx0zoQAtBfe+Rul7Qc2yEfT09x+v61GiG9aHm2I3PjpsMHJZkPjqoluRtH4l8RibNxbJ/Y4mLh/HLOgGLJw1CpKdDdyPs/lkOPyzUUd2LhO2kWSoElFIa0hWjjdbMRVEg3rjJ5fhTqdVQEwoKJVwtewzTmewaim8jVkislaA+MsjKE2HEzVQLBWRopdhcq3KkyJ89foDuV4PuMyrFPPFhe3W2p72Og0hcXJrWfw5KefxDOPPYPjJxvux1RJ3OIbIt5FMWcdT2+nNlp+gCKFZc6JAgg9aK/pdpRe/m+9pLYLKaApDhVlmXMfJJydT/NVJNYqT6OiBnceb6cEq57NNkHY5tm164GgFi35M28du74ujLZ0hFsjRp7STqnnzGwlJ1vihRckH60GixynDBHIcQ3ThJILtd64iBrXo1pCrE/p/7Oz2zg+fhJPPfUZnJw8hXnUlt/zFZ/3M+Wc8b3f+734hm/4BnzlV34lAOCxxx5D13W4evXq7LEPPfQQHnvsMX1MezPL7+V3F8UP/uAP4vj4WP//9Kc//fke9rOGZHUwF1ehxp6/gI2harm9ENvNSx7XbnCzPmpDIBPhl9nfbSEZ238HNHLlF0w+XNRXlBuobfNc1MsUrkIutDi1GXlVGqwSwYrmGCGEnT9u0e6Qm78PXpMMx0lE5/2sdeT5vCw6ahnJv8JNkceLaNh20qbcC8dZe/uvb27URjRs+zNszyclH7UapMfy/9bBGketF+eV53HRc8mYtrz+Lp7/uPTr1Hby20RiryoJ+XocJpw8dYJbT9zCU599GidPn9AmM4xYT5MKC5JnUVa14ZjJ96gVCJTNTZBL+ToXGuucYl37jDE6cdIea5uE0HEWLTZmfIfmf3lci4hscx7myU7lVrWtDrvVGmhbKkD1r5Hpm5ZwehGXon2e1kV7WwVWz0fzXsjSYapoBBdx7bmStlZLwKXjrNIB7Rq+fU4Srykjf0YAEGMkm/uRLCHGzYDV7RXGzYiz4zOc3jrBk09+Ck888akLnWjb9f0ihHb7sXcTn/c47SOPPII//MM/xK//+q9/vk9x19H3Pfq+/4Ke47kW9tqPt+cIgSJUVjcZJjVyMiKGcNZZroCpKpaXbEmOgnbIxSUXh9g06/iZ5Xn5kuHhZjetXow8jtVe9MH7mS+ChMBzckMmcKJSqsJf7wPGGImQaqDQZcoZ1jEhjBODMcZZFQNbZ/UXXadZvsysK1dkHCtBld/TJKN+3GryjNK070Hk1bW/6movV6ZrUqE2iy1b8sLOIOmUS52AKcXAKQfEwIW55Td/aLVi4hvdWiKOks5BnamXa4RGFL1yPtrEZGf29sLGZVun2pDrpZ3aoF47FxopIsY67rhNPBxWA05vnQKFjL8Wewsc3X+Eq1cPsR5H5OzRBSCUOoJuTRUZA+YIiIQYSUp7WAznxBelXaNmrRP+++poXdczb6tOSH3/1Xlb+BmyRkqkUmCaFm9r8SCjt4IOyEQftWaSPmebxMwKL1Ml3gFKClobh5TnJpfapmraPZLMyPlozenkeOQcONBaMaWoHjWayDSv0/JCzqFPubakSymYpohpw1yf1YD16Rrr0w02Zxusjlc4uXmMJ578C9y8+TkMw4qeE22BfWeC87kwc9uIZ4vPK/F473vfiw984AP46Ec/ite+9rX68xs3bmAcR9y6dWtWTTz++OO4ceOGPua3fuu3Zs8nbHJ5zAsZWqlunVznJJmgDcS6BoJ3zTjYBSeaNrWtStbWbByokxvSX6WHbLVteNNSXQ6WC5cs3uH8lMuM89HchKFpsRhjNOGQxUpIqAeLBUSmHaCLUEZdbanW9u1ImbV2y9+gLioCs4rzrWhzCElNEB45dm8tuhBm3JZ24csNS1uSt5gzLIC9rq+tn+bmTDHD8ZicMZQoSnKWVNG0LnyFH5sTGQPqZ8/vNXMCGVhYTMdpjYF3ga8XD+87OLehJIQ/y5LvfPO2C/YuvvB4ea1Td0bM5H6Wn20H6XoQR+ns1ikA4LRbwwePg0WPRejQSbvT1TYBMG8LSis06CQcI5PmPCrb6nG0yYe2CUD3nGePJmdIH2PbWqKUAhgza7HUqRK2eOACLDVr7jbCa/nnCTQkIEhD66StCV2uSAK5eRc9ju3EpH1P8r6tczORL4uCzBt4sBYjJyc5ZxTZb2wVhdSpOMxRbEE06GuofYUQ6qmV0/A9pqjTTZR0bLC+vcL6dI3TZ07xzONP47OP/m8em63TWvSZz1s4+l639K+2dYmsvbuU4p5aLaUUvPe978XP/dzP4cMf/jDe8IY3zH7/pje9CSEEfOhDH9KfffKTn8SnPvUpPPzwwwCAhx9+GH/wB3+AJ554Qh/zwQ9+EEdHR3jjG994L4cD4O5ZtM2bqH8rHzBvCs45OBcawzcP7706kgLQdgvxBOYfjBIa9WcViheJ9VTOG/7IBtrOrm/3FoOQULdkeKvCqUXnnfIgqt5Gfa2YZX4/KyN9EQJ67zUREiTD8mvVVgctTNQW8UpIDZy1A601M6EcQ5ywmUZVErSmJhGpYaT3wevzdyEgND1h+Z+OLTVk2Yr09N7jYLFAcA57XYdl12G/72msmN9DYlEyugQYwnUVoWirLZlK0qrNEhpCSQi1bJyzcMFzMmLgrEfXLWGsg3d03cj1ZJoEFu0GUsqs3XLx5bprwdxrvBTXqc83tqekzrVb0jSbxNu+XgR9zYk2T9+FmYvt6WbAzdNT3Dw7w82zUzxztsIzZyucDhtspkl5CVIFy9oiehq+LcKM0ZFOCUFTW16HPGZG4gQVItuIh1gmtO0aWSdlPWy1M4hXRlwHbyunTdAHQmIbsTDMEwgAehyGk5kWYdmeMmrXNHkdWe9ajQ/93tbBAEEmBubdtOT87RiYE0KfA/1Mkd6cMUZSdR6YrD9OkTVdRk04zo5PcXLzNp7+7NP4zJ/9Xzzx5F8gxhEpz5OOmoTMr7uLJqzuxId5rrgnxOORRx7Bz/zMz+AXfuEXcHh4qL3OK1euYLlc4sqVK/iu7/oufP/3fz+uX7+Oo6Mj/JN/8k/w8MMP4+u//usBAG9729vwxje+EX//7/99/MiP/Agee+wx/It/8S/wyCOPPK8w5XbMemHbxFJDToVGBF6sJXKg3e4PNolEnsult/23Gfl0SwHTsBMs+MaZiZaxAl97zJIQSCLiXwKJAAAhgUlEQVSxXRWLORogN3FroUyZtWsWBunByo0Yc1JypiAgYyMdLPPlbQvC8M0CAOC/kYomcLtEz2+bDRsLWVdkykZG5treaGt9nTIhGO3v5f3KSF5Mic+jaxaTiipZl2E4E0+mXaQtUhwJtfAOKZLtvfOOElT+LKUl5L1DmiJdFx7Iw0Tnw1nicmRLCYcPcDFou8X7QBtEojZe5t58e27uhHbsEJB7j8u8Tj1X0PrStlvoWsql8j3EgVnWpPo/kGLSlmLka9n42vJtna+310zLG7kkHRcpnrajpToa3yQTgjrU6ZeKqppmE5fEREnppSoeyzh9RYodRrZ1aCPmhEUjCJa2Co+SMyLfh5UQ34zpNgWctp6a80mJyRydkfFdQXXldaRlU4szo6iL/Gw9juhCmE270BrNTtupEoAVOeJ9Q9rixN1LiDFqa2V1e4VnHr+F46eO8fRnn8bt2zeR4jQrxIjjRq27i0TD7hStbP3dPF7inhKPH//xHwcAfOM3fuPs5z/5kz+J7/iO7wAA/Kf/9J9grcW73/1uDMOAt7/97fh//p//Rx/rnMMHPvABfM/3fA8efvhh7O/v49u//dvxr//1v76XQ9F4tp75dvY/Gw9qVCWtFXEwB+e8oh7OeYKOWPZcuBpUJcvfNsRKJS26c0mL3IBtJW9N7Rl6Z8kOGeKlUo/bs54HwB90qdk0mtdpraMvOhdq38zIh2Gxm9YETpIdoM6nO2OUE1JKQeSbpmM+iRDOhM/RKqGSiqrjjL2ZWW+Ou+29ArSAjaBESm6ymJOel9QgS23fs5is50PIc/S+LWAa519rgCRJJCmU5sYYrm23CIztWIPFOqcaLdK2cc7B87mwdoL3HYKfMIUObvScxHoYO+n1pj4ypRAQewfkbtd+ufd4Ka5TX2hcVG0CQIwjxnHgjaP6TFXbc9IekkQkp0Scj80E5x1MN6/mK1G9ADYjGK+eTM5anZogxGE+IbethArMN2806x09vnIy5F5u10tpT/AP6uu6uo5q+5TXNjlP28fSysBLeEfrkjVl5iXVGs4B83aCM0AxZDm/3U6X9bJNntpzK+im7AUm57kEgrXcJpYEo1QXcNT1VN6aElRzRpxo/cqRfFg2ZxvcevwZnB2vsLq9wq3Hb2F9usY0jXQcIvSWIlKKyDny9RFxpzbL3YS7YGryorinxONuYN/FYoH3v//9eP/733/Hx3zJl3wJfumXfuleXvp5j5meAm8GTuBwoCEGOrU/t461OJqrshSoPofcCMo2Fmi0adPIDVwzfsl4gYwC5IxiG8l1UxMOsZCWaDU62ten573ARE5uFFRDI6lKagukoOQEq+/BcEbNuhmFUBRjTNXSaAhw8loSUh3RazH5SrJ+V1tHrWrhtmqqIA8G/L2tboxj00KR8xmbqkv+jylV0hSLwE3jpJ+JHrfl3mr7PqSCCx5pSqpK67xjtMQiZw+XMmvCdJimQZNX7wNi9HDOsx5D5PfEqAcnH9L53CUaX1i8nNap54oYJ4zjWkmm6jFVSJUXnJDIvZUitxmmqG1jOV2tgCCJgtW2SbtmAdD2J9DofZj52iSFQruRy3oD8CaOiuamUknw259hqz4qCG2bqCjnjNFSei/Mo3PVndegjsPHlLWQMQbqKaXvsSn2pFAU1Vc5B+2av81laY89NZ9B+/PWk4Y+vypsVgpNDg3TpCaYMZKzrHDT4jAhxoRxPZLwIW/869O1Jh3D2Wa2xlvDHLYskzJZJdWTtu3mpFIp1HGHe6sWvF8ExOMyxQwmvMPJstax6qSfjUVaHgU1sjkw2qH8DiYWSsUsfIGLXivnDM9tm5q8F5RSERQxffNNAiEbubOGbhA336DnrGn6+yklbd+0yUDMGZ21bG5UhcQ02zYiCEZqqsF7yAhuC2G2N0i7SMmGKZu9QIjthi7H2o7aDTEiuOpkq0zsrb+nz8oC0uopAo1WMlVLYhPkxTJSI/BxJY8WICf44BHHiSZbGs7ONIw1MfIWNpEPT07sRmstnKevSya+j41ZeUIpkSBd1y0RedwwhKhJR1ud3im2F6ldvLJDNr+LfjNNA2IcEePYwObnx8oFBdmcbeCCJyXllIEATNzXJ5Vhq8RRQTuE8wUAfajbRus7IkH3aIXgrSmo6sh1XaprSeVmtEhC+3wAJTML79W4TQzSqlx6AhpDOWk7GBiknGCMg7dGVaBHQ3omm2nUsVrRGRIRxyovX4+nnXRpj9U7Sy0PtOO5tQiyoKLLaOsFiiJNOSNO0wypkXbVaAzGDaGlyIXURxmhjezJMw0kgY5SsDhYkpM6F4mSoNGak1hiPm1NblIC0pJM76UAuhMid6d42SYe27EtHKYVOm/ygiYE38ExCVBRECEhtgiEwP3Ozm6ii8aJaoY/F86Rn7d8CiJMSSVQN27hZgBcTYRQb265+eX4Sn2N1gFxO/MWfgdQodPs603WeQ+XSSlU/laSEmusmsyNLDImSYf4tUS+wayxWHYBY0xzroaZG95ZYzCkpH/b9nnlfUplYTkp8s4h8+u24kO5FHhQkp4yQZiSIMZISUPOgAse04aRj2JhZHSa22bw3DNPdNMallEvwmL3DjaL9oehxc0HTBMRS4PvEP2InDvEOML7wJMwDiWnc6zw9nrZxS7uJlKcuGdP6qbEJ8qaLOeYkGKC7yjRNqZDThOcc4jOwsaE5aJXkrncozLhIqrGMhknLZJ2fQLOT5NI+6PlgWyTEcFctDb5kK/bDV8k32UdktcOzmIC+ZtIK0KLMm5Li9eTnq+GSO6a4o9eh9YUQX5n51knVyyAPFvPhPzeanpk0AQNkdcTWgdvg+oU3BaQEsKpE+8Yx4WT2NlLO22GsPO/43qkz13VnXlKUZPRprXLz0Xtlipg2X6Od5tUEDpyd62WS+9O+1xTLbOs/4IFnUYfHU0jhI65HLR5eN/BesuOo0317R3rd8wZ3a4duTVG/T5alECSDKlg5Hugtl3oxq7vy29VE30IpEhXqvdCC9WZ5uIvqDfredOleuFPKSnjWkS8ZKP3dj5CGxxNoYgYTue9ujpK0uF1wqRnIlhlwbdmdW2yAACLEPh7w2Z0NYkSEyfR7GjPSeXPQM9lZtiS5IjlJmWOjpsjUJr8WG63bKFZoteir+cdu9d6cq3ln3kfNEm11sLxdWSMhWNxsTqi7fUzEoh8u2+8i11I1Gtifm2kHDEx4hHjyBtJQpyIZJhSZgEp+jqORCB0gewdfHDn1EWJ20XIgCQkM85CUzC0bQ5Zq2S5NDCqyCz3GSGgWafsWnVPgAso1KmXXGT0lhOfTEJcs7/ZIpwLV6OA1DvledvHEiJSDfMAaDElBZOBmXlSbScwMs56kSp0myi1KI+cY/kvlaLPQ69dJ3hEHRpgN21unwGEYMm0khTRs2heb/ahoGnJAUp2p3bdva87pVRRyLuNVwzicS4Y0Wj7WC2plLLxeqPICKUPPN7lyAGw5QEQ/CeJyHmoaluxVHt8gPq1tDdnm8RIkuF5g5eRV1PKDPprURHph0r7YdsPoZSixC5pT5RSiChZihqpGVMlz4Xr4a2dTa/I11SxZJRCrZ2c0sxbJaYqziXvRXu3jSlUm2W3Ey71+AERec1oRMwS92tl8bQGU6xeLnoPMppRmKNTpHrgqkTch5nsAe89SuJKyRWUwlVITHQtCbFYUY+OiVsJ3g8Ioafvc0IuiaFOi5waQnCpXI/22tklIa/cEL5G/f78tUDVL00kREE/IiUY43pEv+yRYtLrG9wqbqtvgO5H8XHx1iJsFRRAFf+SY1EU8gKkF6hjsu0GKHwvIVEK8uFs5aZVJLDRFGqLuq3Xy9JO4HVL7ikRMSzN2ickTnmOIU5018ma2yT/QsaX15WfET/EKOetJeRfqDRtqp6HhDVGC6gWKdGplVLHmNvpycQILKG5WV3PAaBkIMWobZdSqjZKjvMpFjrePEM8Pp9oUZG7FRC79IjHRX3yC6tGvmAqlFSr0pYE6H3QaRYRB7NNlS4hyQUA0Kg9Z7TslAqAL46a6dZZ8vMSu3IznasqGgJs2+uU96eEKTMnfMnNJplze9PK3xpGXmTaZOIkgXqe84tQnl8g1FyIE0J/X5rXr9MokixNKSmSIcfQqqi2Ey6CbLTtI8so0PbcfXtsci6lWrDbj5GKDtXVUfg6PniVUzfWzI6nPe+WTQEFASMvmPq/dYR6tNcSXU9B23YkKhaUyGxsHV2so9V5tjjs4pUZczn0gjtpvtDawq2VHBHTRBtJI4AXOo/QB/R7vWrXyLrWEkcNJ+vbZO+LQtDaNhkB6ojsRccpx68oQEvgvGAkU/hi2/oepPBZUQIyZMuzyTn5+zaUuI6iiY+0m1WleXuthDyebCO2hbokWvItfd862M4tKarpZVUybV9X2ilS0Elrv31NynlK/TdnTOOkiclFf9OGEEyh680XpqrcrpXPFZc+8XiuuNMJlU3dGgdraYTWydhjI5uum46bw/OGtTlsk5xIELOab7K2RbOVVFx0rM6Sup3+DPNkRTZVgfVSLjPFvrZH10J/8rfta4u4jbRBqI3jeaxubi29PX1ijeU2RtHfZ+Z0CLFKbvrOe0JrOMnjbgaJ8zQLnjU1QZDqwzF821YsmqShJjpA7dNOKWnriHqpVWitTT63o7ZWagtNx6UrD5e/N9pycb5ONQmr3FmvxGWZdNlObpVnNL8Izl0Tu9jFs4UQPy1LAXjfIfQdwoLcsZ1r24LzUX/LxmreugsLlDYUncS8ANoOaXFIIt3yuNrnrol2HRXNvAmqeGGjw7HtyC3rorRVZD2S5231hdoEQJxog6uaQ+3x5dnzN0rRptX1qKKK0pZu0ZUWxaVzIEh0aXSHoMemk0fMUWlRE2ctgne03zRFcMvxSDGhZOKUpIkI7CnVsepZodwUn5KE1T3y7tsl20GF3CuE43Gn2F6wZ2gHZIMhEy/nHLrQE9fDVCKptVanV2pVS7wN2ZAAwPLFZVjZUi4ihcca5EOOBagZoqIfDVzX3ggkC14lfuuESItA0PNWy3ujSnlt1SLnYNF15+D8ti/a/oxeMzeKg3Szi8w6QItLYLVAQVlkwxcDuJ5VUmdtFCGVNceSmgogl1K9Ifj9y7FZU5O0bdRkGcIsQdNqAgbe189Zgs4Tfe075m2g8nmMtfCBFnArgmGeeuTOWYQ+VIRMk1HmclhCOkLoFfHwvoPnZER4Sueu2eb7fIdFfhcv39jmr9H1ML9GvO+wWOxjb/8KlssD7O0d4vDwKvYO97DYX6Bf9lge0L+hD3DeoVt2CB0lJYsQ9P40hsdmmdshKOZ8E5zz0dp7qL2HASiioXo6vI4SWjqXBhASarv+SIgztfx9i3yKzoVTpIbay+0ocFuQkMInTerJ2hZzghjHqTAiGu6KMSrsaI1VqwdZg9pkbfs15Xm2722niUhtqwjnRFBiAOiYYyOfv5JixWE717HpxOiQttQA/XqGjDQFqiArF8Xs+rsLJKOdfHqueMVxPKhadfCOKs/gO/LX4MpUyIHeBdbsoJFKOe+lFJ1kAaBwuxBLcyoIvdXxWmMMjKfvhVzprauJA2p1T1buVfdCCE4xJwTnNYGoPI6iVYDcmGmLwa1JUE13IV4swosQUZ6Wd1JKqYmD99iMIyUPzkEMkuYjtQ1E2Cwy8nwHzmGKcdZSkOPevimlypF2jdxwArvKewJohE4WvGwqwUpbSQ0/RI4ppgTrLCmVMkk0jnxsIyeF1iL0FnGM+tlOwzhLQmkypagqbb/X62vr+U8RqetRSkIIncKb8m+ME5zzd4TRd7GLO4dB3y9xeHgd+3tXcHh4HQcH17B3ZR/7R3tYHCxxcHUfi4MllgdL9Hs9Jc+Oko9F382sDxZdh8D3u/ivSHLRkkWlxSLcjbaQAoCuKQJkPZgpEyvfqiYxrVmmRClF27r0OCoilh0VO5Pwxbg4McaoJIHc/8E5jDFS4aBTJLJ2brdKLDyve+203zkeh54Hei4y+MxKpJVisC2WBGFPSJXs3/xe1qbgnHJIYK22W4yhlnBJWU0v2+RB3wefj1afCKBWzaxYtpY5INsq01/YGmTuEvF4RSUetGGwJwvD3c4H+NBRAsL/d90SoeupL9oRPGkcVbyhCwRZBq8VhLUGvgs65dK+nvwrniES0gaQHmkLKUqikAtgUAlGQFUslc20HQ8GamWfS4GVY2g3wjInW7VJijjbtr9v4dSo5COnScDImbkkT0OM8JbY2K142MgW0C1Ua03Tg2xG6lKpPVBZTABCH3LhBEP+rtQJl8DmTNttGUqo6CwJQXVKUdEgqhSg6qQ5ZmSTdXKpFA9MUVVLaSwxwjoDD88z8x45k6iYfE8VzASfOsQ4wfseKSWE0OsNH+OoI21ZPBMKkUzv2YdoF6+o6LsFrl19CNevvQpXrz2Eq1cfxP7VfRxeP8TBFUo4Dq8dYHGwRL/s0C97+C7AWJIcJz8jr1Np7QSLTqA1PiNAJWeqIBivWzLZIdEqi7a8MykmpICQ+7ydNDnHQytznokUXKEhnLdO3W1LeUoRxlCiIoVVm5gIQizrkrxnWYO3UeHWQdya+rfSPBBUmJKlOpUnEzBUtLEKLBdTYksh4blII6TIwbBlxEwrxdI+NqwHAEDOHtaRPwuchS2EhMQpIseEOHqERYdpmuD9hK7LiHFE2PSKxk7TAMf8oM8naG99hSMe9YLg70HVsBD8QujR93v6/4JhysViH11H1UG/7NEte3QL6peGPqDrA3wX6Ged1x6/8AJ88AzVO/jOwwe2nGfon1oOHqVgVlE4Q5MT7cXutm6iym8wmmkD80Uhoy4GknkLfyIXAMLbsFVanDgVjrPrhM6H2TmMKXF2TudSSFgtkpK59eJT1aZo2zQq2czViSQ0e51TFMZo5dRIwoMg0qpJMufTAIAt1eRNzlHKGaFZNAQlcYa8V6wxiCZVspkxMCnDmIAJEzrXkGH5MxKka2YolwSpGPWcU5stzlp2sxFb9rswMEhp0oUqRpzTDtjFLi4KYyyOrjyA+x94La7f9ypcu+8hXLn/CvavUOKxd7SHftHh8PohFodLhC6oIaQQSve6DoE5CqLR0YcA8WBpR2y3fVm2W5ipKVgqkkFFxAzBbafTnJsVQi1S2iIlyg/bSgSssciGXrdnUbHaagYAi1IcvPKzKj9M1ibfrIOuWU+1XdogPTThcmdEoE2QbBHfmrnEQcpGd91cgCDrmiC7/Hp98HDJ6jmYWLbAO4uVIZJcDjTZYq0hB+7QJFGmouj1mqnHKp5R47BBzgk5R0zToJN4n2/cLcfj0icetT/+HD1wY6i1EhbUE907RN/vYbmkf/f3j7C3dwX9kvqh/R793zETvFsQYcszCuI7mn8XpENM4/pFR73/QJWEkCPFSlqybqko2ixc2OW1n9gkIU2y0Sp00u/s7DEd39C6aAh6AGK5y2umnIFmPLflh8jZlJ+ZlBrIc05cNcYoWagd220hQE1U+PEDt1223zM9OClfYtbXbMTPAPDNKKZOdDxjBBZcScjxB/VtoZsvZVqgpkSiQxOTX8cpcoLSEHBZuKekjGmMCF3QKsI6g5IBHxymPmAaJjXhSlNCnCLCJsCd0XitNQ4xTRiGHt6vYZ0nfyBbCWjDuL7D5fv5k7528eJG2/u/27io7UbPQXD4cnmAV73qy/DAA6/HfQ/cwLWHruLogStYHixxcO0Ay4MlQuexf+UAB8sFOu/ReYfeB113Ol/XqN57Hn2tmh3SwpS1qb332iSDhL+cFnfthIrfgvxlGk7278A7rSQoEs4amGL0tZSEjnny4OhmnRVrqYi1fD32NsFpDdwkqSrF6td6vhvyd+WIzfcZ8XeRv21FwlqzN+QtOXZZZ0sVD5P1VZ5jZCXTzjuMMamsgGPxxiFO1D5xFjmSdsuMc8M8EOeYl+YrR21zSoTYGEcq/Fj7peSsCrj3FIa6CS/rxKPtbdUQeG4uwiT/ex/QdQv0/T6Wi30sFgdYLvfp++UBlstDLPZ7dEuPfuHR7Xl0S4fQe4Slh+ssfG/hOwvjDWwoMB6ASVrNO+MR84QQMwD2STAGQynwfc/aEkCEwViKwpvRGPTeI4LaCLHJtltPFQAYMGd3t5l58AEpJaz4563nQW6QDuolWgwT6Up455EbX4VOhLpyxhmTt9o+rCIRogYqFQu/RmAdkDYSJy7riVROJ1Y7HVYrWGOw6DqFSgV2NGiEwMrcC6GUxjW3ydBjTrPqRMhn4FaOnI8YIxwnQLmwyl+mkUTTVjauUE8VBbAZsAnGFdIdCMy1KQYOpIRaAITewvgCOAfAoZiAUhJK2cM4Ts31SggcIGQ0i8S8j+3r++Jrfhcv5Whbp8+VeFzUYqCwyCXxRi7tC+DGjb+EBx/8Utx34yFcu3EVh1f3cXBtiX5/if0rC/g+YNkF7DmLBYCuFJhIfChX6uaQUkI2Bpk36GiotVmns1ix2Fm0xb4iqMAsQdlusWy/L3lc20bZHqWVe1tCkglZD9vjkucVcmrLc5PiY47W8vtu/rZ1aXVNy1uOp+WUyfft+2oVmoXrAaByNTgmQX+3zptE5OkWQXlas7jCaxNKgU0JLiWEXJAtMNgC4wssCnzPhVgpMAkIC4eYDEJ2yMUhF09tYHRIJWI5HgIwjHSQDsw4DRiGVV1zWt5HmXP02vNkGn+w51qnTLmEK9lnPvMZvO51r3uxD2MXu3jB49Of/jRe+9rXvtiHsYu7iN06tYtXajzXOnUpE4+cMz75yU/ijW98Iz796U/j6OjoxT6kSx8nJyd43etetzufz1M83+ezlILbt2/j1a9+9V2rA+7ixY3dOvX8x26den7jxVqnLmWrxVqL17zmNQCAo6Oj3QX4PMbufD6/8XyezytXrjwvz7OLFyZ269QXL3bn8/mNF3qd2pVOu9jFLnaxi13s4gWLXeKxi13sYhe72MUuXrC4tIlH3/f44R/+YfR9/2Ifyssidufz+Y3d+dwFsLsOnu/Ync/nN16s83kpyaW72MUudrGLXezicsalRTx2sYtd7GIXu9jF5Ytd4rGLXexiF7vYxS5esNglHrvYxS52sYtd7OIFi13isYtd7GIXu9jFLl6w2CUeu9jFLnaxi13s4gWLS5l4vP/978eXfumXYrFY4M1vfjN+67d+68U+pJdkfPSjH8U3fdM34dWvfjWMMfj5n//52e9LKfihH/ohvOpVr8JyucRb3/pW/O///b9nj7l58ybe85734OjoCFevXsV3fdd34fT09AV8Fy+deN/73oev/dqvxeHhIR588EF88zd/Mz75yU/OHrPZbPDII4/gvvvuw8HBAd797nfj8ccfnz3mU5/6FN71rndhb28PDz74IH7gB34AMcYX8q3s4gWI3Tp1d7Fbp57fuAzr1KVLPP77f//v+P7v/3788A//MP7n//yf+Oqv/mq8/e1vxxNPPPFiH9pLLs7OzvDVX/3VeP/733/h73/kR34EP/qjP4qf+ImfwMc//nHs7+/j7W9/OzabjT7mPe95D/7oj/4IH/zgB/GBD3wAH/3oR/Hd3/3dL9RbeEnFRz7yETzyyCP4zd/8TXzwgx/ENE1429vehrOzM33M933f9+EXf/EX8bM/+7P4yEc+gkcffRTf8i3for9PKeFd73oXxnHEb/zGb+Cnf/qn8VM/9VP4oR/6oRfjLe3iixS7deruY7dOPb9xKdapcsni677u68ojjzyi36eUyqtf/eryvve970U8qpd+ACg/93M/p9/nnMuNGzfKv//3/15/duvWrdL3ffmv//W/llJK+eM//uMCoPz2b/+2PuaXf/mXizGmfPazn33Bjv2lGk888UQBUD7ykY+UUuj8hRDKz/7sz+pj/uRP/qQAKB/72MdKKaX80i/9UrHWlscee0wf8+M//uPl6OioDMPwwr6BXXzRYrdOfX6xW6ee/3gprlOXCvEYxxGf+MQn8Na3vlV/Zq3FW9/6VnzsYx97EY/s8sWf/dmf4bHHHpudyytXruDNb36znsuPfexjuHr1Kr7ma75GH/PWt74V1lp8/OMff8GP+aUWx8fHAIDr168DAD7xiU9gmqbZOf3yL/9yvP71r5+d06/6qq/CQw89pI95+9vfjpOTE/zRH/3RC3j0u/hixW6dev5it0594fFSXKcuVeLx1FNPIaU0OxkA8NBDD+Gxxx57kY7qcoacr2c7l4899hgefPDB2e+997h+/for/nznnPG93/u9+IZv+AZ85Vd+JQA6X13X4erVq7PHbp/Ti865/G4Xlz9269TzF7t16guLl+o65b/gZ9jFLl6B8cgjj+AP//AP8eu//usv9qHsYhe72MWF8VJdpy4V4nH//ffDOXeOffv444/jxo0bL9JRXc6Q8/Vs5/LGjRvnyHAxRty8efMVfb7f+9734gMf+AB+9Vd/Fa997Wv15zdu3MA4jrh169bs8dvn9KJzLr/bxeWP3Tr1/MVunfr846W8Tl2qxKPrOrzpTW/Chz70If1Zzhkf+tCH8PDDD7+IR3b54g1veANu3LgxO5cnJyf4+Mc/rufy4Ycfxq1bt/CJT3xCH/PhD38YOWe8+c1vfsGP+cWOUgre+9734ud+7ufw4Q9/GG94wxtmv3/Tm96EEMLsnH7yk5/Epz71qdk5/YM/+IPZQvnBD34QR0dHeOMb3/jCvJFdfFFjt049f7Fbp+49LsU69QXTU1/g+G//7b+Vvu/LT/3UT5U//uM/Lt/93d9drl69OmPf7oLi9u3b5Xd/93fL7/7u7xYA5T/+x/9Yfvd3f7f8xV/8RSmllH/7b/9tuXr1avmFX/iF8vu///vl7/ydv1Pe8IY3lPV6rc/xjne8o/z1v/7Xy8c//vHy67/+6+Wv/JW/Ur7t277txXpLL2p8z/d8T7ly5Ur5tV/7tfK5z31O/1+tVvqYf/SP/lF5/etfXz784Q+X3/md3ykPP/xwefjhh/X3McbylV/5leVtb3tb+b3f+73yK7/yK+WBBx4oP/iDP/hivKVdfJFit07dfezWqec3LsM6dekSj1JK+bEf+7Hy+te/vnRdV77u676u/OZv/uaLfUgvyfjVX/3VAuDc/9/+7d9eSqFRtX/5L/9leeihh0rf9+Utb3lL+eQnPzl7jqeffrp827d9Wzk4OChHR0flO7/zO8vt27dfhHfz4sdF5xJA+cmf/El9zHq9Lv/4H//jcu3atbK3t1f+7t/9u+Vzn/vc7Hn+/M//vLzzne8sy+Wy3H///eWf/tN/WqZpeoHfzS6+2LFbp+4uduvU8xuXYZ0yfKC72MUudrGLXexiF1/0uFQcj13sYhe72MUudnG5Y5d47GIXu9jFLnaxixcsdonHLnaxi13sYhe7eMFil3jsYhe72MUudvH/b7eOBQAAAAAG+VvPYldRxEY8AICNeAAAG/EAADbiAQBsxAMA2IgHALARDwBgE3p8txj15K0oAAAAAElFTkSuQmCC\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "fig, axis = plt.subplots(2, 2)\n",
        "c = 0\n",
        "for i in range(2):\n",
        "    for j in range(2):\n",
        "        data = labels.iloc[c]  # Get the c-th row of the labels\n",
        "\n",
        "        patient_id = data[\"name\"]\n",
        "        dcm_path = ROOT_PATH/str(patient_id)  # Create the path to the dcm file\n",
        "        dcm_path = dcm_path.with_suffix(\".dcm\")  # And add the .dcm suffix\n",
        "        dcm = pydicom.read_file(dcm_path)  # Read the dicom file with pydicom\n",
        "\n",
        "        # Retrieve the actual image and resize it to match the labels\n",
        "        dcm_array = dcm.pixel_array\n",
        "        dcm_array = cv2.resize(dcm_array, (224, 224))\n",
        "\n",
        "        x = data[\"x0\"]\n",
        "        y = data[\"y0\"]\n",
        "        width = data[\"w\"]\n",
        "        height = data[\"h\"]\n",
        "\n",
        "        axis[i][j].imshow(dcm_array, cmap=\"bone\")\n",
        "        rect = patches.Rectangle((x, y), width, height, linewidth=1, edgecolor='r', facecolor='none')\n",
        "        axis[i][j].add_patch(rect)\n",
        "\n",
        "        c+=1\n",
        "plt.tight_layout()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "soviet-chancellor",
      "metadata": {
        "id": "soviet-chancellor"
      },
      "source": [
        "We use a similar preprocessing routine to the one used for the classification task.<br />\n",
        "To be able to distinguish between train and validation subjects, we store them in two lists and later save these lists."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "id": "comprehensive-label",
      "metadata": {
        "id": "comprehensive-label"
      },
      "outputs": [],
      "source": [
        "sums = 0\n",
        "sums_squared = 0\n",
        "train_ids = []\n",
        "val_ids = []\n",
        "\n",
        "for counter, patient_id in enumerate(list(labels.name)):\n",
        "    dcm_path = ROOT_PATH/patient_id  # Create the path to the dcm file\n",
        "    dcm_path = dcm_path.with_suffix(\".dcm\")  # And add the .dcm suffix\n",
        "\n",
        "    dcm = pydicom.read_file(dcm_path)  # Read the dicom file with pydicom\n",
        "\n",
        "     # Retrieve the actual image\n",
        "    dcm_array = dcm.pixel_array\n",
        "    assert dcm_array.shape == (1024, 1024)\n",
        "\n",
        "    # Resize the image to drastically improve training speed\n",
        "    # In order to reduce the space when storing the image we convert it to float16\n",
        "    # Standardize to 0-1 range\n",
        "    dcm_array = (cv2.resize(dcm_array, (224, 224)) / 255).astype(np.float16)\n",
        "\n",
        "    # 4/5 train split, 1/5 val split\n",
        "    train_or_val = \"train\" if counter < 400 else \"val\"\n",
        "\n",
        "    # Add to corresponding train or validation patient index list\n",
        "    if train_or_val == \"train\":\n",
        "        train_ids.append(patient_id)\n",
        "    else:\n",
        "        val_ids.append(patient_id)\n",
        "\n",
        "    current_save_path = SAVE_PATH/train_or_val # Define save path and create if necessary\n",
        "    current_save_path.mkdir(parents=True, exist_ok=True)\n",
        "\n",
        "    np.save(current_save_path/patient_id, dcm_array)  # Save the array in the corresponding directory\n",
        "\n",
        "    normalizer = dcm_array.shape[0] * dcm_array.shape[1]  # Normalize sum of image\n",
        "    if train_or_val == \"train\":  # Only use train data to compute dataset statistics\n",
        "        sums += np.sum(dcm_array) / normalizer\n",
        "        sums_squared += (np.power(dcm_array, 2).sum()) / normalizer\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "id": "sapphire-battery",
      "metadata": {
        "id": "sapphire-battery",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "f24bbf2e-1e88-4d2b-8858-14268302f3f5"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "197.72066326530597"
            ]
          },
          "metadata": {},
          "execution_count": 11
        }
      ],
      "source": [
        "sums"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "anonymous-income",
      "metadata": {
        "id": "anonymous-income"
      },
      "source": [
        "Finally we store the train and val subject ids"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "id": "institutional-attraction",
      "metadata": {
        "scrolled": true,
        "id": "institutional-attraction"
      },
      "outputs": [],
      "source": [
        "np.save(\"/content/drive/MyDrive/Processed-Heart-Detection/train_subjects_det\", train_ids)\n",
        "np.save(\"/content/drive/MyDrive/Processed-Heart-Detection/val_subjects_det\", val_ids)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "id": "virtual-router",
      "metadata": {
        "id": "virtual-router"
      },
      "outputs": [],
      "source": [
        "mean = sums / len(train_ids)\n",
        "std = np.sqrt(sums_squared / len(train_ids) - (mean**2), dtype=np.float64)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "id": "economic-slovenia",
      "metadata": {
        "id": "economic-slovenia",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "57e8d94f-3ace-48ad-be3e-577109897b35"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mean of Dataset: 0.49430165816326493, STD: 0.2527964897943661\n"
          ]
        }
      ],
      "source": [
        "print(f\"Mean of Dataset: {mean}, STD: {std}\")"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        " we will create a custom DataSet which will load and return an X-Ray image together with the location of the heart"
      ],
      "metadata": {
        "id": "J9ydSCa11qaD"
      },
      "id": "J9ydSCa11qaD"
    },
    {
      "cell_type": "code",
      "source": [
        "from pathlib import Path\n",
        "import torch\n",
        "import numpy as np\n",
        "import pandas as pd\n",
        "import imgaug\n",
        "from imgaug.augmentables.bbs import BoundingBox\n"
      ],
      "metadata": {
        "id": "AcGIWOHq1rK3"
      },
      "id": "AcGIWOHq1rK3",
      "execution_count": 16,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## DataSet Creation\n",
        "Now we define the torch dataset!\n",
        "We need to define a __ len __ function which returns the length of the dataset and a __ getitem __ function which returns the image and corresponding bounding box.\n",
        "\n",
        "Additionally we apply data augmentation and normalization.\n",
        "\n",
        "**Important**: Augment bounding box together with image!<br />\n",
        "You can use *BoundingBox(x1, y1, x2, y2) for that*.<br />\n",
        "Next you call *self.augment(image=img, bounding_boxes=bb)* which returns the augmented image and bounding boxes<br />\n",
        "Finally you extract the coordinates from the augmented bbox coordinates. Note that it is a 2D array.\n",
        "```python\n",
        "bb = BoundingBox(x1=bbox[0], y1=bbox[1], x2=bbox[2], y2=bbox[3])\n",
        "img, aug_bbox  = self.augment(image=img, bounding_boxes=bb)\n",
        "bbox = aug_bbox[0][0], aug_bbox[0][1], aug_bbox[1][0], aug_bbox[1][1]\n",
        "```"
      ],
      "metadata": {
        "id": "DtUtdeHC1y_v"
      },
      "id": "DtUtdeHC1y_v"
    },
    {
      "cell_type": "code",
      "source": [
        "class CardiacDataset(torch.utils.data.Dataset):\n",
        "\n",
        "    def __init__(self, path_to_labels_csv, patients, root_path, augs):\n",
        "\n",
        "        self.labels = pd.read_csv(path_to_labels_csv)\n",
        "\n",
        "        self.patients = np.load(patients)\n",
        "        self.root_path = Path(root_path)\n",
        "        self.augment = augs\n",
        "\n",
        "    def  __len__(self):\n",
        "        \"\"\"\n",
        "        Returns the length of the dataset\n",
        "        \"\"\"\n",
        "        return len(self.patients)\n",
        "\n",
        "    def __getitem__(self, idx):\n",
        "        \"\"\"\n",
        "        Returns an image paired with bbox around the heart\n",
        "        \"\"\"\n",
        "        patient = self.patients[idx]\n",
        "        # Get data according to index\n",
        "        data = self.labels[self.labels[\"name\"]==patient]\n",
        "\n",
        "        # Get entries of given patient\n",
        "        # Extract coordinates\n",
        "\n",
        "        x_min = data[\"x0\"].item()\n",
        "        y_min = data[\"y0\"].item()\n",
        "        x_max = x_min + data[\"w\"].item()  # get xmax from width\n",
        "        y_max = y_min + data[\"h\"].item()  # get ymax from height\n",
        "        bbox = [x_min, y_min, x_max, y_max]\n",
        "\n",
        "\n",
        "        # Load file and convert to float32\n",
        "        file_path = self.root_path/patient  # Create the path to the file\n",
        "        img = np.load(f\"{file_path}.npy\").astype(np.float32)\n",
        "\n",
        "\n",
        "        # Apply imgaug augmentations to image and bounding box\n",
        "        if self.augment:\n",
        "\n",
        "            bb = BoundingBox(x1=bbox[0], y1=bbox[1], x2=bbox[2], y2=bbox[3])\n",
        "\n",
        "            ###################IMPORTANT###################\n",
        "            # Fix for https://discuss.pytorch.org/t/dataloader-workers-generate-the-same-random-augmentations/28830/2\n",
        "            # https://github.com/pytorch/pytorch/issues/5059\n",
        "            random_seed = torch.randint(0, 1000000, (1,)).item()\n",
        "            imgaug.seed(random_seed)\n",
        "            #####################################################\n",
        "\n",
        "            img, aug_bbox  = self.augment(image=img, bounding_boxes=bb)\n",
        "            bbox = aug_bbox[0][0], aug_bbox[0][1], aug_bbox[1][0], aug_bbox[1][1]\n",
        "\n",
        "\n",
        "        # Normalize the image according to the values computed in Preprocessing\n",
        "        img = (img - 0.494) / 0.252\n",
        "\n",
        "        img = torch.tensor(img).unsqueeze(0)\n",
        "        bbox = torch.tensor(bbox)\n",
        "\n",
        "        return img, bbox\n"
      ],
      "metadata": {
        "id": "zC_3pdV41vhD"
      },
      "id": "zC_3pdV41vhD",
      "execution_count": 17,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Validate functionality"
      ],
      "metadata": {
        "id": "h3eCjZZA14qo"
      },
      "id": "h3eCjZZA14qo"
    },
    {
      "cell_type": "code",
      "source": [
        "import imgaug.augmenters as iaa\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.patches as patches\n"
      ],
      "metadata": {
        "id": "5uU96E2S1v-K"
      },
      "id": "5uU96E2S1v-K",
      "execution_count": 18,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# First create the augmentation object\n",
        "\n",
        "seq = iaa.Sequential([\n",
        "            iaa.GammaContrast(),\n",
        "            iaa.Affine(\n",
        "                scale=(0.8, 1.2),\n",
        "                rotate=(-10, 10),\n",
        "                translate_px=(-10, 10)\n",
        "            )\n",
        "        ])\n"
      ],
      "metadata": {
        "id": "GmcsAWjz1wAP"
      },
      "id": "GmcsAWjz1wAP",
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "labels_path = \"rsna_heart_detection.csv\"\n",
        "patients_path = \"train_subjects.npy\"\n",
        "train_root = \"/content/drive/MyDrive/Processed-Heart-Detection/train/\"\n",
        "dataset = CardiacDataset(labels_path, patients_path, train_root, seq)"
      ],
      "metadata": {
        "id": "sPmx7lVY1wEc"
      },
      "id": "sPmx7lVY1wEc",
      "execution_count": 24,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "U4ayd7F01wF2"
      },
      "id": "U4ayd7F01wF2",
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "img, label = dataset[17]\n",
        "\n",
        "fig, axis = plt.subplots(1, 1)\n",
        "axis.imshow(img[0], cmap=\"bone\")\n",
        "spot1 = patches.Rectangle((label[0], label[1]), label[2]-label[0], label[3]-label[1], edgecolor='r', facecolor='none')\n",
        "axis.add_patch(spot1)\n",
        "\n",
        "axis.set_title(\"X-RAY with BBOX around heart\")\n",
        "print(label)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 469
        },
        "id": "9ZM1TlZC1wHl",
        "outputId": "72067a36-94cb-44de-99ee-2ce89158f5e1"
      },
      "id": "9ZM1TlZC1wHl",
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "tensor([ 54.9872,  38.8901, 178.2211, 180.6466])\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "We are ready to train the Cardiac Detection Model now!"
      ],
      "metadata": {
        "id": "iGw66mOE2VMk"
      },
      "id": "iGw66mOE2VMk"
    },
    {
      "cell_type": "code",
      "source": [
        "pip install pytorch_lightning"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "H3EHYAXs48Rs",
        "outputId": "beb7b791-7b3d-4f07-ad0d-8f61de5b5494"
      },
      "id": "H3EHYAXs48Rs",
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting pytorch_lightning\n",
            "  Downloading pytorch_lightning-2.1.2-py3-none-any.whl (776 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m776.9/776.9 kB\u001b[0m \u001b[31m9.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.17.2 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (1.23.5)\n",
            "Requirement already satisfied: torch>=1.12.0 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (2.1.0+cu118)\n",
            "Requirement already satisfied: tqdm>=4.57.0 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (4.66.1)\n",
            "Requirement already satisfied: PyYAML>=5.4 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (6.0.1)\n",
            "Requirement already satisfied: fsspec[http]>2021.06.0 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (2023.6.0)\n",
            "Collecting torchmetrics>=0.7.0 (from pytorch_lightning)\n",
            "  Downloading torchmetrics-1.2.0-py3-none-any.whl (805 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m805.2/805.2 kB\u001b[0m \u001b[31m17.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (23.2)\n",
            "Requirement already satisfied: typing-extensions>=4.0.0 in /usr/local/lib/python3.10/dist-packages (from pytorch_lightning) (4.5.0)\n",
            "Collecting lightning-utilities>=0.8.0 (from pytorch_lightning)\n",
            "  Downloading lightning_utilities-0.10.0-py3-none-any.whl (24 kB)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from fsspec[http]>2021.06.0->pytorch_lightning) (2.31.0)\n",
            "Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /usr/local/lib/python3.10/dist-packages (from fsspec[http]>2021.06.0->pytorch_lightning) (3.8.6)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from lightning-utilities>=0.8.0->pytorch_lightning) (67.7.2)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=1.12.0->pytorch_lightning) (3.13.1)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.12.0->pytorch_lightning) (1.12)\n",
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            "Installing collected packages: lightning-utilities, torchmetrics, pytorch_lightning\n",
            "Successfully installed lightning-utilities-0.10.0 pytorch_lightning-2.1.2 torchmetrics-1.2.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "import torchvision\n",
        "import pytorch_lightning as pl\n",
        "from pytorch_lightning.callbacks import ModelCheckpoint\n",
        "from pytorch_lightning.loggers import TensorBoardLogger\n",
        "import numpy as np\n",
        "import cv2\n",
        "import imgaug.augmenters as iaa\n",
        "#from dataset import CardiacDataset\n"
      ],
      "metadata": {
        "id": "QIjEfgjv1wLl"
      },
      "id": "QIjEfgjv1wLl",
      "execution_count": 27,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "We create the dataset objects and the augmentation parameters to specify the augmentation parameters"
      ],
      "metadata": {
        "id": "J6lqLg6N2Z_9"
      },
      "id": "J6lqLg6N2Z_9"
    },
    {
      "cell_type": "code",
      "source": [
        "train_root_path = \"/content/drive/MyDrive/Processed-Heart-Detection/train/\"\n",
        "train_subjects = \"train_subjects.npy\"\n",
        "val_root_path = \"/content/drive/MyDrive/Processed-Heart-Detection/val/\"\n",
        "val_subjects = \"val_subjects.npy\"\n",
        "\n",
        "train_transforms = iaa.Sequential([\n",
        "                                iaa.GammaContrast(),\n",
        "                                iaa.Affine(\n",
        "                                    scale=(0.8, 1.2),\n",
        "                                    rotate=(-10, 10),\n",
        "                                    translate_px=(-10, 10)\n",
        "                                )\n",
        "                            ])"
      ],
      "metadata": {
        "id": "xBQ1BIua1wPH"
      },
      "id": "xBQ1BIua1wPH",
      "execution_count": 28,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "train_dataset = CardiacDataset(\"rsna_heart_detection.csv\", train_subjects, train_root_path, train_transforms)\n",
        "val_dataset = CardiacDataset(\"rsna_heart_detection.csv\", val_subjects, val_root_path, None)"
      ],
      "metadata": {
        "id": "ElAkjY_l1wQU"
      },
      "id": "ElAkjY_l1wQU",
      "execution_count": 29,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "batch_size = 8\n",
        "num_workers = 4\n",
        "\n",
        "train_loader = torch.utils.data.DataLoader(train_dataset, batch_size=batch_size, num_workers=num_workers, shuffle=True)\n",
        "val_loader = torch.utils.data.DataLoader(val_dataset, batch_size=batch_size, num_workers=num_workers, shuffle=False)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rgGYHKsz1wS6",
        "outputId": "e01e8ac0-a1b0-4641-f8b1-997b596d6a90"
      },
      "id": "rgGYHKsz1wS6",
      "execution_count": 30,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/torch/utils/data/dataloader.py:557: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 2, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.\n",
            "  warnings.warn(_create_warning_msg(\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "train_dataset = CardiacDataset(\n",
        "    \"./rsna_heart_detection.csv\",\n",
        "     train_subjects,\n",
        "     train_root_path,\n",
        "     augs = train_transforms)\n",
        "\n",
        "val_dataset = CardiacDataset(\n",
        "    \"./rsna_heart_detection.csv\",\n",
        "     val_subjects,\n",
        "     val_root_path,\n",
        "     augs=None)\n",
        "\n",
        "print(f\"There are {len(train_dataset)} train images and {len(val_dataset)} val images\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8r8Mzhmw1wVb",
        "outputId": "6c5d71b8-4d7c-45d2-d1ef-b21091a682c5"
      },
      "id": "8r8Mzhmw1wVb",
      "execution_count": 31,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "There are 400 train images and 96 val images\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "batch_size = 8#TODO\n",
        "num_workers = 4# TODO\n",
        "\n",
        "\n",
        "train_loader = torch.utils.data.DataLoader(train_dataset, batch_size=batch_size,\n",
        "                                           num_workers=num_workers, shuffle=True)\n",
        "val_loader = torch.utils.data.DataLoader(val_dataset, batch_size=batch_size, num_workers=num_workers, shuffle=False)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ePwAjJ1x1wX6",
        "outputId": "e0285241-1934-42b4-ebc1-98d13a61691d"
      },
      "id": "ePwAjJ1x1wX6",
      "execution_count": 32,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/torch/utils/data/dataloader.py:557: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 2, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.\n",
            "  warnings.warn(_create_warning_msg(\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Model Creation"
      ],
      "metadata": {
        "id": "Or_m-ji22o6c"
      },
      "id": "Or_m-ji22o6c"
    },
    {
      "cell_type": "markdown",
      "source": [
        "We use the same architecture as we used in the classifcation task with some small adaptations:\n",
        "\n",
        "1. 4 outputs: Instead of predicting a binary label we need to estimate the location of the heart (xmin, ymin, xmax, ymax).\n",
        "2. Loss function: Instead of using a cross entropy loss, we are going to use the L2 loss (Mean Squared Error), as we are dealing with continuous values."
      ],
      "metadata": {
        "id": "FAuJQKtB2rwU"
      },
      "id": "FAuJQKtB2rwU"
    },
    {
      "cell_type": "code",
      "source": [
        "class CardiacDetectionModel(pl.LightningModule):\n",
        "    def __init__(self):\n",
        "        super().__init__()\n",
        "\n",
        "        self.model = torchvision.models.resnet18(pretrained=True)\n",
        "        self.model.conv1 = torch.nn.Conv2d(1, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n",
        "        self.model.fc = torch.nn.Linear(in_features=512 ,out_features=4)\n",
        "\n",
        "        self.optimizer = torch.optim.Adam(self.model.parameters(), lr=1e-4)\n",
        "        self.loss_fn = torch.nn.MSELoss()\n",
        "\n",
        "    def forward(self, data):\n",
        "        return self.model(data)\n",
        "\n",
        "    def training_step(self, batch, batch_idx):\n",
        "        x_ray, label = batch\n",
        "        label = label.float()\n",
        "        pred = self(x_ray)\n",
        "        loss = self.loss_fn(pred, label)\n",
        "\n",
        "        self.log(\"Train Loss\", loss)\n",
        "\n",
        "        if batch_idx % 50 == 0:\n",
        "            self.log_images(x_ray.cpu(), pred.cpu(), label.cpu(), \"Train\")\n",
        "        return loss\n",
        "\n",
        "    def validation_step(self, batch, batch_idx):\n",
        "        x_ray, label = batch\n",
        "        label = label.float()\n",
        "        pred = self(x_ray)\n",
        "        loss = self.loss_fn(pred, label)\n",
        "\n",
        "        self.log(\"Val Loss\", loss)\n",
        "\n",
        "        if batch_idx % 50 == 0:\n",
        "            self.log_images(x_ray.cpu(), pred.cpu(), label.cpu(), \"Val\")\n",
        "        return loss\n",
        "\n",
        "    def log_images(self, x_ray, pred, label, name):\n",
        "        results = []\n",
        "\n",
        "        for i in range(4):\n",
        "            coords_labels = label[i]\n",
        "            coords_pred = pred[i]\n",
        "\n",
        "            img = ((x_ray[i] * 0.252)+0.494).numpy()[0]\n",
        "\n",
        "            x0, y0 = coords_labels[0].int().item(), coords_labels[1].int().item()\n",
        "            x1, y1 = coords_labels[2].int().item(), coords_labels[3].int().item()\n",
        "            img = cv2.rectangle(img, (x0, y0), (x1, y1), (0, 0, 0), 2)\n",
        "\n",
        "            x0, y0 = coords_pred[0].int().item(), coords_pred[1].int().item()\n",
        "            x1, y1 = coords_pred[2].int().item(), coords_pred[3].int().item()\n",
        "            img = cv2.rectangle(img, (x0, y0), (x1, y1), (1, 1, 1), 2)\n",
        "\n",
        "            results.append(torch.tensor(img).unsqueeze(0))\n",
        "\n",
        "        grid = torchvision.utils.make_grid(results, 2)\n",
        "        self.logger.experiment.add_image(name, grid, self.global_step)\n",
        "\n",
        "    def configure_optimizers(self):\n",
        "        #Caution! You always need to return a list here (just pack your optimizer into one :))\n",
        "        return [self.optimizer]\n"
      ],
      "metadata": {
        "id": "SCDLBM9K1wae"
      },
      "id": "SCDLBM9K1wae",
      "execution_count": 33,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "class CardiacDetectionModel(pl.LightningModule):\n",
        "    def __init__(self):\n",
        "        super().__init__()\n",
        "\n",
        "        self.model = torchvision.models.resnet18(pretrained=True)\n",
        "\n",
        "        # Change conv1 from 3 to 1 input channels\n",
        "        self.model.conv1 = torch.nn.Conv2d(1, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n",
        "\n",
        "        # Change out_feature of the last fully connected layer (called fc in resnet18) from 1000 to 4\n",
        "        self.model.fc = torch.nn.Linear(in_features=512, out_features=4)\n",
        "\n",
        "        self.optimizer = torch.optim.Adam(self.model.parameters(), lr=1e-4)\n",
        "        self.loss_fn = torch.nn.MSELoss()\n",
        "\n",
        "    def forward(self, data):\n",
        "        pred = self.model(data)\n",
        "        return pred\n",
        "\n",
        "    def training_step(self, batch, batch_idx):\n",
        "        x_ray, label = batch\n",
        "        label = label.float()  # Convert label to float (just needed for loss computation)\n",
        "        pred = self(x_ray)\n",
        "        loss = self.loss_fn(pred, label)  # Compute the loss\n",
        "\n",
        "        # Log loss\n",
        "        self.log(\"Train Loss\", loss)\n",
        "        if batch_idx % 50 == 0:\n",
        "            self.log_images(x_ray.cpu(), pred.cpu(), label.cpu(), \"Train\")\n",
        "\n",
        "        return loss\n",
        "\n",
        "\n",
        "    def validation_step(self, batch, batch_idx):\n",
        "        # Same steps as in the training_step\n",
        "        x_ray, label = batch\n",
        "        label = label\n",
        "\n",
        "        label = label.float()  # Convert label to float (just needed for loss computation)\n",
        "        pred = self(x_ray)\n",
        "\n",
        "        loss = self.loss_fn(pred, label)\n",
        "        self.log(\"Val Loss\", loss)\n",
        "        if batch_idx % 50 == 0:\n",
        "            self.log_images(x_ray.cpu(), pred.cpu(), label.cpu(), \"Val\")\n",
        "        return loss\n",
        "\n",
        "    def log_images(self, x_ray, pred, label, name):\n",
        "        results = []\n",
        "\n",
        "        # Here we create a grid consisting of 4 predictions\n",
        "        for i in range(4):\n",
        "            coords_labels = label[i]\n",
        "            coords_pred = pred[i]\n",
        "            img = ((x_ray[i] * 0.252)+0.494).numpy()[0]\n",
        "\n",
        "            # Extract the coordinates from the label\n",
        "            x0, y0 = coords_labels[0].int().item(), coords_labels[1].int().item()\n",
        "            x1, y1 = coords_labels[2].int().item(), coords_labels[3].int().item()\n",
        "            img = cv2.rectangle(img, (x0, y0), (x1, y1), (0, 0, 0), 2)\n",
        "\n",
        "            # Extract the coordinates from the prediction\n",
        "            x0, y0 = coords_pred[0].int().item(), coords_pred[1].int().item()\n",
        "            x1, y1 = coords_pred[2].int().item(), coords_pred[3].int().item()\n",
        "            img = cv2.rectangle(img, (x0, y0), (x1, y1), (1, 1, 1), 2)\n",
        "\n",
        "\n",
        "            results.append(torch.tensor(img).unsqueeze(0))\n",
        "        grid = torchvision.utils.make_grid(results, 2)\n",
        "        self.logger.experiment.add_image(f\"{name} Prediction vs Label\", grid, self.global_step)\n",
        "\n",
        "\n",
        "\n",
        "    def configure_optimizers(self):\n",
        "        #Caution! You always need to return a list here (just pack your optimizer into one :))\n",
        "        return [self.optimizer]\n",
        "\n"
      ],
      "metadata": {
        "id": "luB3chwf1weC"
      },
      "id": "luB3chwf1weC",
      "execution_count": 34,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "import torchvision\n",
        "import torch.nn as nn\n",
        "import torch.optim as optim\n",
        "import torchvision.transforms as transforms\n",
        "import cv2\n",
        "import pytorch_lightning as pl\n",
        "import torchvision.utils as vutils\n",
        "\n",
        "class CardiacDetectionModel(pl.LightningModule):\n",
        "    def __init__(self):\n",
        "        super().__init__()\n",
        "\n",
        "        self.model = torchvision.models.resnet18(pretrained=True)\n",
        "\n",
        "        # Change conv1 from 3 to 1 input channels\n",
        "        self.model.conv1 = nn.Conv2d(1, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n",
        "\n",
        "        # Change out_feature of the last fully connected layer (called fc in resnet18) from 1000 to 4\n",
        "        self.model.fc = nn.Linear(in_features=512, out_features=4)\n",
        "\n",
        "        self.optimizer = optim.Adam(self.model.parameters(), lr=1e-4)\n",
        "        self.loss_fn = nn.MSELoss()\n",
        "\n",
        "    def forward(self, data):\n",
        "        pred = self.model(data)\n",
        "        return pred\n",
        "\n",
        "    def training_step(self, batch, batch_idx):\n",
        "        x_ray, label = batch\n",
        "        label = label.float()  # Convert label to float (just needed for loss computation)\n",
        "        pred = self(x_ray)\n",
        "        loss = self.loss_fn(pred, label)  # Compute the loss\n",
        "\n",
        "        # Log loss\n",
        "        self.log(\"Train Loss\", loss)\n",
        "        if batch_idx % 50 == 0:\n",
        "            self.log_images(x_ray.cpu(), pred.cpu(), label.cpu(), \"Train\")\n",
        "\n",
        "        return loss\n",
        "\n",
        "    def validation_step(self, batch, batch_idx):\n",
        "        # Same steps as in the training_step\n",
        "        x_ray, label = batch\n",
        "        label = label.float()  # Convert label to float (just needed for loss computation)\n",
        "        pred = self(x_ray)\n",
        "\n",
        "        loss = self.loss_fn(pred, label)\n",
        "        self.log(\"Val Loss\", loss)\n",
        "        if batch_idx % 50 == 0:\n",
        "            self.log_images(x_ray.cpu(), pred.cpu(), label.cpu(), \"Val\")\n",
        "        return loss\n",
        "\n",
        "    def log_images(self, x_ray, pred, label, name):\n",
        "        results = []\n",
        "\n",
        "        # Here we create a grid consisting of 4 predictions\n",
        "        for i in range(4):\n",
        "            coords_labels = label[i]\n",
        "            coords_pred = pred[i]\n",
        "            img = ((x_ray[i] * 0.252) + 0.494).numpy()[0]\n",
        "\n",
        "            # Extract the coordinates from the label\n",
        "            x0, y0 = coords_labels[0].int().item(), coords_labels[1].int().item()\n",
        "            x1, y1 = coords_labels[2].int().item(), coords_labels[3].int().item()\n",
        "            img = cv2.rectangle(img, (x0, y0), (x1, y1), (0, 0, 0), 2)\n",
        "\n",
        "            # Extract the coordinates from the prediction\n",
        "            x0, y0 = coords_pred[0].int().item(), coords_pred[1].int().item()\n",
        "            x1, y1 = coords_pred[2].int().item(), coords_pred[3].int().item()\n",
        "            img = cv2.rectangle(img, (x0, y0), (x1, y1), (1, 1, 1), 2)\n",
        "\n",
        "            results.append(torch.tensor(img).unsqueeze(0))\n",
        "        grid = torchvision.utils.make_grid(results, 2)\n",
        "        self.logger.experiment.add_image(f\"{name} Prediction vs Label\", grid, self.global_step)\n",
        "\n",
        "    def configure_optimizers(self):\n",
        "        # Caution! You always need to return a list here (just pack your optimizer into one :))\n",
        "        return [self.optimizer]\n"
      ],
      "metadata": {
        "id": "qVtSzTM3RUcn"
      },
      "id": "qVtSzTM3RUcn",
      "execution_count": 45,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Create the model object\n",
        "model = CardiacDetectionModel()  # Instanciate the model"
      ],
      "metadata": {
        "id": "-C3Yaj2a1wfj"
      },
      "id": "-C3Yaj2a1wfj",
      "execution_count": 46,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Create the checkpoint callback\n",
        "checkpoint_callback = ModelCheckpoint(\n",
        "    monitor='Val Loss',\n",
        "    save_top_k=10,\n",
        "    mode='min')"
      ],
      "metadata": {
        "id": "2dlIIoN91wiR"
      },
      "id": "2dlIIoN91wiR",
      "execution_count": 47,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "Train for at least 50 epochs to get a decent result.\n",
        "100 epochs lead to great results.\n",
        "\n",
        "You can train this on a CPU!"
      ],
      "metadata": {
        "id": "CtExm9N922de"
      },
      "id": "CtExm9N922de"
    },
    {
      "cell_type": "code",
      "source": [
        "# Create the trainer\n",
        "# Change the gpus parameter to the number of available gpus in your computer. Use 0 for CPU training\n",
        "\n",
        "# gpus = 1 #TODO\n",
        "# trainer = pl.Trainer(gpus=gpus, logger=TensorBoardLogger(\"./logs\"), log_every_n_steps=1,\n",
        "#                      default_root_dir=\"./weights\", callbacks=checkpoint_callback,\n",
        "#                      max_epochs=100)\n",
        "\n",
        "# import pytorch_lightning as pl\n",
        "from pytorch_lightning.loggers import TensorBoardLogger\n",
        "\n",
        "# # Specify the number of GPUs you want to use\n",
        "gpus = 1\n",
        "\n",
        "# Use the 'gpu' accelerator if GPUs are available, otherwise use 'cpu'\n",
        "accelerator = 'gpu' if gpus > 0 else 'cpu'\n",
        "\n",
        "# Create the trainer\n",
        "trainer = pl.Trainer(accelerator=accelerator,\n",
        "                     logger=TensorBoardLogger(save_dir=\"./logs\"),\n",
        "                     log_every_n_steps=1,\n",
        "                     callbacks=checkpoint_callback,\n",
        "                     max_epochs=75)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Y0SY8HD61wlv",
        "outputId": "406b7a1d-6b0e-4faf-d976-e521efc8a916"
      },
      "id": "Y0SY8HD61wlv",
      "execution_count": 48,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "INFO:pytorch_lightning.utilities.rank_zero:GPU available: True (cuda), used: True\n",
            "INFO:pytorch_lightning.utilities.rank_zero:TPU available: False, using: 0 TPU cores\n",
            "INFO:pytorch_lightning.utilities.rank_zero:IPU available: False, using: 0 IPUs\n",
            "INFO:pytorch_lightning.utilities.rank_zero:HPU available: False, using: 0 HPUs\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Train the detection model\n",
        "trainer.fit(model, train_loader, val_loader)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 257,
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            "INFO:pytorch_lightning.accelerators.cuda:LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n",
            "INFO:pytorch_lightning.callbacks.model_summary:\n",
            "  | Name    | Type    | Params\n",
            "------------------------------------\n",
            "0 | model   | ResNet  | 11.2 M\n",
            "1 | loss_fn | MSELoss | 0     \n",
            "------------------------------------\n",
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            "0         Non-trainable params\n",
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            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Validation: |          | 0/? [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "57f33e36ad134939bfcf277974455505"
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Validation: |          | 0/? [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1fcbb07b3303420a8d7915b8fdabfa2b"
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Validation: |          | 0/? [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9fc451b00cd04a2a8cbf27df24b708b6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "INFO:pytorch_lightning.utilities.rank_zero:`Trainer.fit` stopped: `max_epochs=75` reached.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Evaluation"
      ],
      "metadata": {
        "id": "s63NbQoa3Bcz"
      },
      "id": "s63NbQoa3Bcz"
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.patches as patches\n"
      ],
      "metadata": {
        "id": "eT7W5h2k2-Bh"
      },
      "id": "eT7W5h2k2-Bh",
      "execution_count": 50,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
        "model = CardiacDetectionModel.load_from_checkpoint(\"weight.ckpt\")\n",
        "model.eval();\n",
        "model.to(device)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "f5rUkSIM3EXq",
        "outputId": "8a7297a7-a03c-48d2-c8c1-c86566810e4d"
      },
      "id": "f5rUkSIM3EXq",
      "execution_count": 51,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/pytorch_lightning/utilities/migration/migration.py:207: You have multiple `ModelCheckpoint` callback states in this checkpoint, but we found state keys that would end up colliding with each other after an upgrade, which means we can't differentiate which of your checkpoint callbacks needs which states. At least one of your `ModelCheckpoint` callbacks will not be able to reload the state.\n",
            "INFO:pytorch_lightning.utilities.migration.utils:Lightning automatically upgraded your loaded checkpoint from v1.3.5 to v2.1.2. To apply the upgrade to your files permanently, run `python -m pytorch_lightning.utilities.upgrade_checkpoint weight.ckpt`\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "CardiacDetectionModel(\n",
              "  (model): ResNet(\n",
              "    (conv1): Conv2d(1, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n",
              "    (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "    (relu): ReLU(inplace=True)\n",
              "    (maxpool): MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False)\n",
              "    (layer1): Sequential(\n",
              "      (0): BasicBlock(\n",
              "        (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "      )\n",
              "      (1): BasicBlock(\n",
              "        (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "      )\n",
              "    )\n",
              "    (layer2): Sequential(\n",
              "      (0): BasicBlock(\n",
              "        (conv1): Conv2d(64, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (downsample): Sequential(\n",
              "          (0): Conv2d(64, 128, kernel_size=(1, 1), stride=(2, 2), bias=False)\n",
              "          (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        )\n",
              "      )\n",
              "      (1): BasicBlock(\n",
              "        (conv1): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "      )\n",
              "    )\n",
              "    (layer3): Sequential(\n",
              "      (0): BasicBlock(\n",
              "        (conv1): Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (downsample): Sequential(\n",
              "          (0): Conv2d(128, 256, kernel_size=(1, 1), stride=(2, 2), bias=False)\n",
              "          (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        )\n",
              "      )\n",
              "      (1): BasicBlock(\n",
              "        (conv1): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "      )\n",
              "    )\n",
              "    (layer4): Sequential(\n",
              "      (0): BasicBlock(\n",
              "        (conv1): Conv2d(256, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (downsample): Sequential(\n",
              "          (0): Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False)\n",
              "          (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        )\n",
              "      )\n",
              "      (1): BasicBlock(\n",
              "        (conv1): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "        (relu): ReLU(inplace=True)\n",
              "        (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
              "        (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "      )\n",
              "    )\n",
              "    (avgpool): AdaptiveAvgPool2d(output_size=(1, 1))\n",
              "    (fc): Linear(in_features=512, out_features=4, bias=True)\n",
              "  )\n",
              "  (loss_fn): MSELoss()\n",
              ")"
            ]
          },
          "metadata": {},
          "execution_count": 51
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "[link text](https://)Compute prediction for all validation samples"
      ],
      "metadata": {
        "id": "1z_9wI4D3JR9"
      },
      "id": "1z_9wI4D3JR9"
    },
    {
      "cell_type": "code",
      "source": [
        "preds = []\n",
        "labels = []\n",
        "\n",
        "with torch.no_grad():\n",
        "    for data, label in val_dataset:\n",
        "        data = data.to(device).float().unsqueeze(0)\n",
        "        pred = model(data)[0].cpu()\n",
        "        preds.append(pred)\n",
        "        labels.append(label)\n",
        "\n",
        "preds=torch.stack(preds)\n",
        "labels=torch.stack(labels)"
      ],
      "metadata": {
        "id": "hR6OTzUn3EbI"
      },
      "id": "hR6OTzUn3EbI",
      "execution_count": 52,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "Compute mean deviation between prediction and labels for each coordinate"
      ],
      "metadata": {
        "id": "arefBYY93Ouc"
      },
      "id": "arefBYY93Ouc"
    },
    {
      "cell_type": "code",
      "source": [
        "abs(preds-labels).mean(0)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rqC8WSaJ2-E7",
        "outputId": "b4c5848c-d190-41d9-9cf8-71690105beff"
      },
      "id": "rqC8WSaJ2-E7",
      "execution_count": 54,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "tensor([8.3512, 5.5593, 5.9868, 5.7377])"
            ]
          },
          "metadata": {},
          "execution_count": 54
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Example prediction:"
      ],
      "metadata": {
        "id": "KUn38UI03WtG"
      },
      "id": "KUn38UI03WtG"
    },
    {
      "cell_type": "code",
      "source": [
        "IDX = 60  # Feel free to inspect all validation samples by changing the index\n",
        "img, label = val_dataset[IDX]\n",
        "current_pred = preds[IDX]\n",
        "\n",
        "fig, axis = plt.subplots(1, 1)\n",
        "axis.imshow(img[0], cmap=\"bone\")\n",
        "heart = patches.Rectangle((current_pred[0], current_pred[1]), current_pred[2]-current_pred[0],\n",
        "                          current_pred[3]-current_pred[1], linewidth=1, edgecolor='r', facecolor='none')\n",
        "axis.add_patch(heart)\n",
        "\n",
        "print(label)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 451
        },
        "id": "8qYmLMyt3VB0",
        "outputId": "463579c2-8231-446a-f401-e755f5d81fa6"
      },
      "id": "8qYmLMyt3VB0",
      "execution_count": 53,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "tensor([ 85,  52, 174, 126])\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "rWVJC_nl3VJM"
      },
      "id": "rWVJC_nl3VJM",
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.0"
    },
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "accelerator": "GPU",
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "d1e2fd1470c04fc18ce1aad56bea9409": {
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          "state": {
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            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_ab26e94a0c964f51ad0fc5ef189c1067",
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            ],
            "layout": "IPY_MODEL_75abe5084dfd4302ae229e55adeb646b"
          }
        },
        "ab26e94a0c964f51ad0fc5ef189c1067": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
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            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
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            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d0028def6fe844599b156c9c9947509d",
            "placeholder": "​",
            "style": "IPY_MODEL_9a4b28310c8a4d559f20dab27c10aeb6",
            "value": "Sanity Checking DataLoader 0: 100%"
          }
        },
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