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xee_refactor_ete_test.ipynb
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "view-in-github", | |
| "colab_type": "text" | |
| }, | |
| "source": [ | |
| "<a href=\"https://colab.research.google.com/gist/jdbcode/3c38916f29c4fbb23ec6c10bbd8aa21f/xee_refactor_ete_test.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "6171ce50", | |
| "metadata": { | |
| "id": "6171ce50" | |
| }, | |
| "source": [ | |
| "# Xee End-to-End Colab Notebook\n", | |
| "\n", | |
| "This notebook is a hands-on end-to-end test drive for Xee in Google Colab.\n", | |
| "\n", | |
| "It covers:\n", | |
| "- installing the prerelease build of Xee\n", | |
| "- authenticating Earth Engine in Colab\n", | |
| "- opening raw Earth Engine assets as xarray datasets\n", | |
| "- defining regions in several different ways\n", | |
| "- working with computed Earth Engine collections\n", | |
| "- doing local analysis with xarray after download\n", | |
| "\n", | |
| "Before you start, edit the project ID in the setup cell to use an Earth Engine-enabled Google Cloud project." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "1d8fb001", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "1d8fb001", | |
| "outputId": "b1e66baa-4c5b-4b50-ba5d-e0bb9f89d85a" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/1.8 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[91m━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.3/1.8 MB\u001b[0m \u001b[31m9.2 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m1.8/1.8 MB\u001b[0m \u001b[31m28.1 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.8/1.8 MB\u001b[0m \u001b[31m21.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[?25h" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%pip install -q --upgrade --pre xee matplotlib shapely" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "8985bf8b", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "8985bf8b", | |
| "outputId": "d002da8e-65f8-45f9-9509-832f4c0c1b0a" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "Initialized Earth Engine for project: ee-braaten\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "import ee\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "import numpy as np\n", | |
| "import pandas as pd\n", | |
| "import shapely.geometry as sgeom\n", | |
| "import xarray as xr\n", | |
| "\n", | |
| "from xee import helpers\n", | |
| "\n", | |
| "xr.set_options(display_style='text')\n", | |
| "\n", | |
| "PROJECT_ID = 'YOUR-PROJECT-ID'\n", | |
| "HIGH_VOLUME_URL = 'https://earthengine-highvolume.googleapis.com'\n", | |
| "\n", | |
| "def initialize_ee(use_high_volume=True):\n", | |
| " kwargs = {'project': PROJECT_ID}\n", | |
| " if use_high_volume:\n", | |
| " kwargs['opt_url'] = HIGH_VOLUME_URL\n", | |
| " ee.Initialize(**kwargs)\n", | |
| "\n", | |
| "ee.Authenticate()\n", | |
| "initialize_ee(use_high_volume=True)\n", | |
| "print('Initialized Earth Engine for project:', PROJECT_ID)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "a8f0f92c", | |
| "metadata": { | |
| "id": "a8f0f92c" | |
| }, | |
| "source": [ | |
| "## 1. Raw asset subset using source resolution\n", | |
| "\n", | |
| "This example uses a stored ERA5-Land ImageCollection and a California bounding box.\n", | |
| "\n", | |
| "The region is defined as a shapely box, but the output pixel size is taken from the source dataset so the result stays aligned with the native grid." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "961a0ae5", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 173 | |
| }, | |
| "id": "961a0ae5", | |
| "outputId": "efb30c94-577a-498e-f812-91189db37150" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "<xarray.Dataset> Size: 1MB\n", | |
| "Dimensions: (time: 12, y: 110, x: 120)\n", | |
| "Coordinates:\n", | |
| " * time (time) datetime64[ns] 96B 2023-01-01 ... 2023-12-01\n", | |
| " * y (y) float64 880B 42.95 42.85 42.75 ... 32.15 32.05\n", | |
| " * x (x) float64 960B -125.0 -124.9 ... -113.2 -113.0\n", | |
| "Data variables:\n", | |
| " temperature_2m (time, y, x) float32 634kB ...\n", | |
| " total_precipitation_sum (time, y, x) float32 634kB ..." | |
| ], | |
| "text/html": [ | |
| "<pre><xarray.Dataset> Size: 1MB\n", | |
| "Dimensions: (time: 12, y: 110, x: 120)\n", | |
| "Coordinates:\n", | |
| " * time (time) datetime64[ns] 96B 2023-01-01 ... 2023-12-01\n", | |
| " * y (y) float64 880B 42.95 42.85 42.75 ... 32.15 32.05\n", | |
| " * x (x) float64 960B -125.0 -124.9 ... -113.2 -113.0\n", | |
| "Data variables:\n", | |
| " temperature_2m (time, y, x) float32 634kB ...\n", | |
| " total_precipitation_sum (time, y, x) float32 634kB ...</pre>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 4 | |
| } | |
| ], | |
| "source": [ | |
| "era5 = (ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY_AGGR')\n", | |
| " .filterDate('2023-01-01', '2024-01-01')\n", | |
| " .select(['temperature_2m', 'total_precipitation_sum']))\n", | |
| "\n", | |
| "california = sgeom.box(-125, 32, -113, 43)\n", | |
| "source_grid = helpers.extract_grid_params(era5)\n", | |
| "source_scale = (source_grid['crs_transform'][0], source_grid['crs_transform'][4])\n", | |
| "grid_ca = helpers.fit_geometry(\n", | |
| " geometry=california,\n", | |
| " geometry_crs='EPSG:4326',\n", | |
| " grid_crs=source_grid['crs'],\n", | |
| " grid_scale=source_scale,\n", | |
| ")\n", | |
| "\n", | |
| "ds_ca = xr.open_dataset(era5, engine='ee', **grid_ca)\n", | |
| "ds_ca" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "45b5855d", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 407 | |
| }, | |
| "id": "45b5855d", | |
| "outputId": "e9da03ec-365d-4e4f-e7be-62da8bd09e0c" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 1400x400 with 4 Axes>" | |
| ], | |
| "image/png": 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eeeYZ/P3vf297jjpaxlZ23XVXnH766bj22mvxk5/8BJtvvjkAtP1/dfymePbZZzFx4kRstNFGmDlzJlpaWnDddddhp512wptvvincEUyePBnDhw/HpZdeijfffBO33XYb1l13XVx++eWhdfHKK69gwIABGDp0qHX/aaedhsGDB2PWrFl49dVXccstt6Bv37545ZVXsOGGG+L//b//hyeffBJXXHEFRo8ejalTpxrnd+S5AVbOp4GVfmC5XyrKGkN3r+wqaycNDQ0BgLYv8lFobm4W2/baa69go402Mra5rAuC4OsvePPmzWvblsvlgnXXXTcYPXq08cXzd7/7XQAguPDCC9u2TZs2LQAQ/PjHPxZlAhAkk0nja+vbb78dAAiuu+46UYb21gW2ezzhhBOC6upqp/XjFVdcYbW+/Pjjj4NYLBZccsklxvZ33nkniMfjxvbWL7H3339/27b33nsvABD4vh+8+uqrbduffvppUa+tX1z3228/41onn3xyACB4++23Ky7TzTffLO45an3tu+++bV+U21OuxaqtHPfcc0/g+37w0ksvGdtvvvnmsqxnbNdvb7Fqu9e5c+cGAIK7775b3NOECROMr85nnXVWEIvFgmXLlpVdnosuuigAEDz33HNt2x566KEAQDBnzhxx/CGHHBIMHjw4NM977rknAGC1YAiCIEilUm3WAAMGDAiuvfZaZznz+XzgeV7wgx/8wNje+vy1WhhH5ZVXXgkABL/+9a/LOk9RFEXpOnRO2flzytb53PHHH9+2rVAoBOuvv37geV5w2WWXtW1funRpUFVVZVjqljM3itoWQ4cOFfOORYsWBalUSrz3mdZ2W2eddYx50HnnnRcACLbccssgn8+3bT/ssMOCZDLZVk+LFi0KkslksOeeewbFYrHtuOuvvz4AENx+++1t21rni+3nZtlsNhg8eHBw0EEHtW2bN2+e1cKxnDxs/fGwww4LhgwZYpTzzTffXOW12hN1Hh8EQdtvg3/84x/GsdOnTw/WW2+94KuvvjK2T5kyJejTp09be7daWV511VWiHO3nr1iFxWqUMra3WA2Cr+eu7ef3rXT0N4WtLbbaaqtg3XXXNaw433777cD3/WDq1Knino499lgjz+9973vBgAEDxLWYnXfeOdh2223F9tZxYa+99jLqdOzYsYHnecGJJ57Ytq31+baNd5U+N+1JJpPBSSed5LwXRemtfO1ET1G6kOXLlwOAsHQMo6qqqu3fDQ0N+Oqrr7Dbbrvh3//+NxoaGjpcptdffx2LFi3CySefbPjI2XfffbHZZptZfXOddNJJ1rwmTJhgfGkdM2YM6uvr8e9//zu0DO3vccWKFfjqq6+wyy67oLm5Ge+99165twQAePTRR1EqlTB58mR89dVXbX+DBw/GJptsghdeeME4vra21oimvummm6Jv377YfPPNscMOO7Rtb/237Z7YwuC0004DADz55JMVlSmVSuGYY44R11kd9RWGrRwPPfQQNt98c2y22WbGvbT65eR7qZT295rP57F48WJsvPHG6Nu3L958801x/PHHH2/4Mdpll11QLBbxn//8p6zrzpkzB7NmzWr7Mt1Ka3Rlm/+qdDodGn35vffewymnnIKxY8di2rRp1mOeeuopPPnkk7jyyiux4YYboqmpyVnWJUuWIAgC9OvXz9heyXgDoC2fr776qqzzFEVRlK5D55R2OmOO9P3vf7/t37FYDNtttx2CIMD06dPbtvft2xebbrqpUZ5y5kbltMXIkSPbrDuBlcosvnYYhxxyCPr06dOWbp3LHnnkkUaApB122AG5XA7//e9/Aay0PMzlcjjzzDMNH/THHXcc6uvrRXvW1tbiyCOPbEsnk0l861vfilzOjuQxdepUfP7550Yd33fffaiqqsJBBx0U6dqueXwru+22G0aOHNmWDoIAjzzyCCZNmoQgCIy232uvvdDQ0NA2Z33kkUcwcODAtrzbE8UPZ9QyRqWzf1MsWLAAb731Fo4++mj079+/bfuYMWPwne98x1rOE0880UjvsssuWLx4cdsYtyoWL14s5r7tmT59ulGnO+ywg3iOW59vW/+q9LlpT79+/XQ+razRqCsApVtoDXSzYsWKyOe8/PLLmDFjBubOnYvm5mZjX0NDgzHgV0LrgtOmm24q9m222Wb485//bGyLx+NYf/31rXnZ5Mb9+vXD0qVLQ8vwj3/8A+effz6ef/558RKtdKL/wQcfIAgCbLLJJtb9HL1y/fXXFxOaPn36YIMNNhDbAFjvia81YsQI+L6Pjz/+uKIyfeMb3zACH7WyOuorDFs5PvjgA7z77rttbheY1qAWHaWlpQWXXnop7rjjDvz3v/9FEARt+2z3yn2wdcLl6oPtee+99/C9730Po0ePxm233Wbsa52AZrNZcV4mkzEmqO1ZuHAh9t13X/Tp0wcPP/zwKoNt7L777gCAiRMnYv/998fo0aNRW1uLU0891Vnu9nUDVDbetM9HHe0riqL0XHROaacz5kh87T59+iCdThuugVq3L168uC1dztyonLaotC7C7geAc467qvZMJpPYaKONxEdr21y6X79++Nvf/hapnB3J4zvf+Q7WW2893HfffRg/fjxKpRL+7//+D/vvv3/kjw+ueXwrw4cPN9Jffvklli1bhltuuQW33HKLNe/Wtv/oo4+w6aabGgtz5RC1jFHp7N8UYWPA5ptvjqeffloEqQubu7eOc6uC577tKaff256lSp8bLp/Op5U1GV1YVbqF+vp6DBkyxIjCHcZHH32E8ePHY7PNNsNVV12FDTbYAMlkEk8++SSuvvpqlEql1VxiSSqVMr5at2dVi0VhL71ly5Zht912Q319PWbPno0RI0YgnU7jzTffxLnnnlvxPZZKJXieh6eeespaLvYNtKqyV3JPrfCLtNwy2RbpOqO+VvWCLxaL1u22cpRKJWyxxRa46qqrrOfwpKNSTjvtNNxxxx0488wzMXbsWPTp0wee52HKlCnWe+1IewHAp59+ij333BN9+vTBk08+KSbjrRGXFyxYIM5dsGABhgwZIrY3NDRg4sSJWLZsGV566SXrMTZGjBiBrbfeGvfdd1/owmr//v3heZ6Y0G288caIx+N45513Il2vldZ8+AekoiiK0nPQOaWks+aUtmtHKU/UuVG5bdHRuc3qmOOurvwqzSMWi+Hwww/HrbfeihtvvBEvv/wyPv/8c8P6tVxWNV/meXFrex155JGrVCSNGTOm4nKE0ZFFu9X1G6xcKm3zAQMGhH5cKKff267VGc/NsmXLdD6trNHowqrSbXz3u9/FLbfcgrlz52Ls2LGhx/72t79FNpvFE088YXw16yyZNYA2h9/vv/++IXlu3bYqh+CdxYsvvojFixfj0UcfbXP+DwDz58+PdP6qJhQjRoxAEAQYPnw4vvnNb3ZKWV188MEHxlfsDz/8EKVSqc1Je2eUqZz6WlXdtH4JXrZsmbG9HLn8iBEj8Pbbb2P8+PGr9Uvsww8/jGnTpuHKK69s25bJZETZO4PFixdjzz33RDabxXPPPde2iNqe0aNHIx6P4/XXX8fkyZPbtudyObz11lvGttayTpo0Cf/617/w7LPPGtKxKLS0tFitY9sTj8cxYsQI0Qeqq6uxxx574Pnnn8enn34aebG7NZ/WwAaKoihKz0TnlCYdnVN2lKhzo65oi86gfXtutNFGbdtzuRzmz5+PCRMmlJ3n6pwzTp06FVdeeSV++9vf4qmnnsI666yDvfbaK/L5rnn8qlhnnXVQV1eHYrHorJMRI0bgtddeQz6fF0q11VXGVdV5Z/ymYNr3Gea9997DwIEDDWvVjrDZZpvhkUce6ZS8Vgf//e9/kcvldD6trNGoj1Wl2/jRj36EmpoafP/738cXX3wh9n/00Ue45pprAHz9RYzlz3fccUenlWe77bbDuuuui5tvvtlYwHnqqafw7rvvYt999+20a9mw3WMul8ONN94Y6fzWlzMvtB144IGIxWKYNWuW+IIYBIEh3eosbrjhBiN93XXXAUBbFNPOKFM59VVTU2OV8bT6LJszZ07btmKxuEr5ko3Jkyfjv//9L2699Vaxr6WlJZJv0CjEYjFRV9ddd90qrWsrpampCfvssw/++9//4sknn1ylu4Y+ffpgwoQJuPfeew355T333IPGxkYccsghbduKxSIOPfRQzJ07Fw899NAqf/QWCgXrF/e//OUveOedd7Dddts5yz927Fi8/vrrYvuMGTMQBAGOOuooNDY2iv1vvPEG7rrrLrGtT58+kSINK4qiKN2HzilNOjqn7ChR50Zd0RadwYQJE5BMJnHttdcaZf3Vr36FhoaGitpzVfP2zmDMmDEYM2YMbrvtNjzyyCOYMmVKWZJ71zx+VcRiMRx00EF45JFHrBbkX375Zdu/DzroIHz11Ve4/vrrxXFRLHsrKeOq6rwzflMw6623HrbaaivcddddxvX+/ve/449//CP22WcfZx5RGTt2LJYuXVqWD9+u5I033gAA7Ljjjt1cEkVZfajFqtJtjBgxAvfffz8OPfRQbL755pg6dSpGjx6NXC6HV155BQ899BCOPvpoAMCee+6JZDKJSZMm4YQTTkBjYyNuvfVWrLvuulYpciUkEglcfvnlOOaYY7DbbrvhsMMOwxdffIFrrrkGw4YNw1lnndUp11kVO+64I/r164dp06bh9NNPh+d5uOeeeyLLhrbddlsAwE9/+lNMmTIFiUQCkyZNwogRI3DxxRfjvPPOw8cff4wDDjgAdXV1mD9/Ph577DEcf/zxOOecczr1XubPn4/99tsPe++9N+bOnYt7770Xhx9+OLbccksA6JQylVNf2267LX7961/j7LPPxvbbb4/a2lpMmjQJo0aNwre//W2cd955WLJkCfr3748HHngAhUIh8r0eddRRePDBB3HiiSfihRdewE477YRisYj33nsPDz74IJ5++um2BcGZM2di1qxZeOGFFzBu3LjoFYqV1jj33HMP+vTpg5EjR2Lu3Ll49tlnMWDAgLLycXHEEUfgL3/5C4499li8++67ePfdd9v21dbW4oADDmhLX3LJJdhxxx2x22674fjjj8dnn32GK6+8EnvuuSf23nvvtuN+8IMf4IknnsCkSZOwZMkS3HvvvcY1W+VpjY2N2GCDDXDooYdi1KhRqKmpwTvvvIM77rgDffr0wQUXXOAs//7774977rkH//rXvwxr6B133BE33HADTj75ZGy22WY46qijsMkmm2DFihV48cUX8cQTT+Diiy828nrmmWcwadIk9QmlKIrSw9E5pUlH55QdJercqCvaojNYZ511cN5552HWrFnYe++9sd9+++H999/HjTfeiO23374imf2IESPQt29f3Hzzzairq0NNTQ122GEH4be0UqZOndo2ly63fK55fBiXXXYZXnjhBeywww447rjjMHLkSCxZsgRvvvkmnn32WSxZsqStfHfffTfOPvts/OUvf8Euu+yCpqYmPPvsszj55JOx//77d3oZt9pqK8RiMVx++eVoaGhAKpXCHnvs0Sm/KWxcccUVmDhxIsaOHYvp06ejpaUF1113Hfr06YOZM2c66zIq++67L+LxOJ599lkcf/zxnZZvZ/HMM89gww03xNZbb93dRVGU1UegKN3Mv/71r+C4444Lhg0bFiSTyaCuri7Yaaedguuuuy7IZDJtxz3xxBPBmDFjgnQ6HQwbNiy4/PLLg9tvvz0AEMyfP7/tuN122y3Ybbfd2tLz588PAAR33HFH27Y77rgjABDMmzdPlOfXv/51sPXWWwepVCro379/cMQRRwSfffaZccy0adOCmpoa6/0ACE455RSxfejQocG0adNEGdqX/eWXXw6+/e1vB1VVVcGQIUOCH/3oR8HTTz8dAAheeOEFewW246KLLgq+8Y1vBL7vi7wfeeSRYOeddw5qamqCmpqaYLPNNgtOOeWU4P333287ZrfddgtGjRplLfu+++7rvNcZM2YEAIJ//vOfwcEHHxzU1dUF/fr1C0499dSgpaVFnN+RMpVTX42NjcHhhx8e9O3bNwAQDB06tG3fRx99FEyYMCFIpVLBoEGDgp/85CfBM888I/IIK0culwsuv/zyYNSoUUEqlQr69esXbLvttsGsWbOChoaGtuN+8IMfBJ7nBe+++641n1aef/75AEDw6KOPtm1bunRpcMwxxwQDBw4Mamtrg7322it47733VtmvuG+/8MILkfrR0KFDAwDWv/b11spLL70U7LjjjkE6nQ7WWWed4JRTTgmWL19uHLPbbrutMs/2r6FsNhucccYZwZgxY4L6+vogkUgEQ4cODaZPn2705TCy2WwwcODA4KKLLrLuf+ONN4LDDz88GDJkSJBIJIJ+/foF48ePD+66666gWCy2Hffuu+8GAIJnn3020nUVRVGU7kfnlF+XvSNzytb53JdffhmprLY5UtS5UdS2WNVclNvIRmu7XXHFFcb21rnRQw89ZGxfVZtef/31wWabbRYkEolg0KBBwUknnRQsXbrUWRdBsLLueB71m9/8Jhg5cmQQj8eNfhU1D1t/bGXBggVBLBYLvvnNb4p9q6Kcefyq+mYQBMEXX3wRnHLKKcEGG2wQJBKJYPDgwcH48eODW265xTiuubk5+OlPfxoMHz687biDDz44+Oijj4zrzJgxo6Iy8nMSBEFw6623BhtttFEQi8WMZ6GjvylW1RbPPvtssNNOOwVVVVVBfX19MGnSpOCf//yntd75ebM916tiv/32C8aPH289n/tx1Oe7M56bYrEYrLfeesH555/vvAdF6c14QdBFny4VRVnjabXI/PLLL9VBuYVvfetbGDp0KB566KHQ45544gnsv//+ePbZZzF+/PguKt2aw0UXXYQ77rgDH3zwwSod67s488wzMWfOHLzxxhtqsaooiqIoSq/iq6++wnrrrYcLL7wwkuIH6B3z+N5Qxu7gpZdewrhx4/Dee++t0o1Xd/D444/j8MMPx0cffWSN2aAoawrqY1VRFKULWL58Od5++23Mnj3beey8efMAoOwAT8pKzjrrLDQ2NuKBBx6o6PzFixfjtttuw8UXX6yLqoqiKIqi9DruvPNOFItFHHXUUd1dFKUL2GWXXbDnnnviZz/7WXcXxeDyyy/HqaeeqouqyhqP+lhVFEXpAurr651R7f/4xz/iT3/6E6688kp85zvf0UlIhdTW1mLRokUVnz9gwABrgCtFURRFUZSezPPPP49//vOfuOSSS3DAAQdg2LBh3V0kpYt46qmnursIgrlz53Z3ERSlS9CFVUVRlB7CpZdeijfffBP77befNUqqoiiKoiiKoqyK2bNn45VXXsFOO+2E6667rruLoyiKslagPlYVRVEURVEURVEURVEURVHKRH2sKoqiKIqiKIqiKIqiKIqilIkurCqKoiiKoiiKoiiKoiiKopTJGu9jtVQq4fPPP0ddXZ1Gd1YURVGUNYQgCLBixQoMGTIEvt8934kzmQxyuVxF5yaTSaTT6U4ukbKmovNZRVEURVkz6e45bUfms4DOaYG1YGH1888/xwYbbNDdxVAURVEUZTXw6aefYv311+/y62YyGQypqsVSFCs6f/DgwZg/f/5aPxFVoqHzWUVRFEVZs+mOOW0mk0FV3QCg0FxxHjqnXQsWVuvq6gCs7KT19fWdlm/z3ZcYaS+ZMNMxMw0AiMXMdCplpqtqjWSpmtKWPP1i3txQpB94QUmWw0XcvA5ftxRPmpeMmw9QPlkjsmyJ1xnprFdl7g/MPJrzZroxZ6lPwicDjphv3nuc0h5k3LYAZialkpkulMwvSHy8LU8XnEfCN9uQ7yNKHkzMCygtFwI8OqZYMvtrITDvnesGAIp8TFCeVU2U+uN79anciZh5b4GlDPmiWc5sIRa6n8uViMtypuLUbp7ZbokYpf0C7TfTgCx7ntqE24j3832sPMcPPSbHfb5opm3hDtl4KhkzD6pKmvfWL91ipOviTSLPhJc10qXAfF1xm/gwr+Fbxj4+p+CbeRYCGtsCGrMBFMHPBaWpDbJF8xpc/wBQcjy/TCZv5pkvWJ5FhLcbt1mUb+Plvk1KdAL3JcBe9vbEqGDJxNeZtjQtx8kHDG17z3c1uVwOS1HEnbHhqC7Ts1IzSjh64Xzkcrm1ehKqRGd1zWf3um6u2JZMxCht9u8EPZjxGM2FIljUch616QSlzXGuLimfMTbqKdDUJlcyB75M3hyUcgU5qhWK5rZiKXxe4tO9JuKynEnaVpc067d/jZnul5Y/z+rod0Y6bp6ToMqoovqN8STZts3RbHyvnAZkm8QcfYGr13Y4b+L+xedUYs/NrczvzCDC/NTj9y6dw/stTSIoBjw3N9NczpIsuBOuzwQ9z3HqS76l4KLd+fcRnRKlmCXaynMKvtdiUeZSoJNEf3S1gaVgMaqfmB/+rMUidUjO01EsV7sD4OrgYyrpK+U+XNznbfBzIm7F8Sxar+Fq5graXY4RjnKXecnGxhXYbZtvdsucNpfLAYVmpEZOA2JJ9wlMMYeF/7xrrZ/TrvELq60vi/r6+k6diMarzEVRL2l2Qi8eZWGVOl61udhYqq420z1lYTVh3jsvrOaS5oLwyizNbQnPvLdYyczDy5t1EejCall5MLqwasKLibFOWFhNl7mwmhQLq/QsQ5Y9V+JFuvIXVrkP8zFxWvyqaGGV6qeaFlbFD+iE5Yeox4uc4QurMbGwaunjYmHVLEc+ysIqL6SKhVWznPHVsLDqR1lYDcLbTSysRiiCY31BHh9hYTVX5sJqKmFZMO9mWXRNIoZqT/aVMLygiAoNXZW1lNU2n03Lj+FxWvhL0ELr6lhYTVaZ43GKFhdTKTl28gJGnlYSPEoHeR6U5Hjir4aF1RRtS6XM+kzXmPdaVSV/nlXTwmqVa2GV9sd1YTUUXVj9GtfCqm2R3tXuFS2s8kKgY2G10E0Lq3HXwmqk766rYWHVUV+9ZWHV9SzaruFs5k5YWOX66+jCattx3TmnjafhVbCwGngatglYCxZWO4vGG39spP0ac2HQq6GvC3FL1fJiKy2slmhyW0yai4uwdNqib06cvDiNovSUe7TQan0Q6IFmC9VSjBZW6QEs+nIRtEQ/OuWiiHvR0wWfw4tSYoGtgnGLF/WKYnHRNriHl4v38yJL0pN1wefwYlmJFjj597ttMiwWUilPeQ2ZB0+QbYua7eH7sJWL85QLurz4Hb4YDgCZvLmtJUsL5nTNqpTZP1MW2z1xXbJs5Hbl/pqOmRaaAODzxwCqL7kUa8KLawBQ5IVTh4WqnMjK63CbtGQ5Tx4P6SOSzBLV9EEn5Zv1k4DpB4gXUm0Lq2IcooZOeJSn5RWZ9ML9DxVi5jk19IPabgUb/vxmi2Zd8EeigmVhmttELrS6F8zLhfu4+DBlWXuMx8IvzENC3P/6+ITfCYXuBLy4Zx27Qs8p86OTonQWO1z6JyPNiwQAUCiEjw8FVmDQOMcLDYBlMYbGA7b+YWzPmGvc4lJwGXjBE5ALvvKaNK8Wi43yHNdCC6dti6C8cMrH2M5pj62qeNFOri7S8fyR3rZY6zAVcy0a2PY661hcspIJPq/w8n53nnIxp7xFZdviWIkO4jbjOZpYeLW0PC8u8oeRSuB7dS1+c+eKMgcR9Uvn2NxSxmkUcC3icX1HgefzYhGZ2sj2sYHL7uzD/PvJdjzlKadMndDuZWZha2f+PSksQUUe4R8wrCe5qpM/ilh+e3Oeso0c5Q4vQgUrH6sBD+U3aut5ii6sKoqiKIqiVIqX8OGV+bWeF/UVRVEURVEUpdvwfKshX6TzFF1YVRRFURRFqRQ/5ll9zoWeY3GloiiKoiiKoijdgudVaLGqc1pAF1YjE+RN0a1Hck/hPzVtugoAgCBpSv+DBEnoE7TfFgCLENJ+YfdP0kz2l2qT7dO9sXxWuA9giY5FgpsumMFpYhSoJ6ByJnzT3UDcIvlkgx+Wx/p0jnAVYJPtCzkHy7foGkLqYisntYGQ/phpP0I5WS/Av+ldvqDYFydgkw6HS/9t7hq4Pth9GUuFRbNa2pnL5fJHWSiY5c7k5fGZHLsCMPeTKzMkSK5sky9zfbD0WrgwoCZgObgtT9GX6Hi+ptWfJ5WDfVxmcuGuAHIW/wPs14rlgQUOkFUg36YWX7D15Ie1jnz8BezjyqMx2taXSIbPgaikzMeSh5CVhUvshdsTi39jn1qS3UhUkYuXJD2/7HsXkM+46/lmbAaVLl/Owt8Uvxssi48sX2XXFFx/7Z89lxuBrsJLePDKXFj1dGFV6SaWLjWDB8YtcnjhQ5D8ddbWmvPXHGnZrQGcyGUJB3SqhKTw7Wru5/GFXivW34Iu34Xsx1XOA1dR2BCsMt5OJoqRvNOvqMP3oW0bD3XsF5/n2TbFPf/EKld3GqWdK8lDHOPawHVTgfhXuMSguY5LNg3Id7Hwj8r7hTsHZzEFTr+ZtqrohFe807eryxuGTbrOvpvBv8XZTQfFbbB54WNfurxfnkLXdCPdcFRSwQ5XHo76tvUd/t0rfuc53HRY+06Z0v8olFt75fqwrcQNRaejFqsdQhdWFUVRFEVRKsSPq8WqoiiKoiiK0otRi9UOocvLiqIoiqIoiqIoiqIoiqIoZaIWqxGpO+NKI918+wwjzZL87kK4BiAZP8v6C3FTcg8AgW8e45dM2b5fDI+KHXNEzQYAP1FjpHPkBoFJxKR8NkZyoqRP5fTMuhDSWIcUFgDilKfrHFsUdo5Kz5JclkHnKHR2Iib7VjJu1ge7QWBsUiBXOfleohhkFTkKON+7cGFA16hAlsL1mSVpezYv2yxnNquQQaWT1Lc4ArJviTjPbg4c91KgvmRro3xgDtEFknwXK+jTDMvypIzfPD6K9C+XNzdwHsUiuxuQr6ICH1NFLgwS5jmpmOkKICYcJUhXHdLdBclZ6fm34Xq2+Jos+wek3D3h0bgjXLyYyYRF0sTlKrAUbTW8s1zuL0S0aAAFsY3GIRHx2LP+uztRVwBKb+JfP9vbSA+Y+n/imBhJ/2v6mHO2Ij2Y6bQ5HieT0t1QwjLfbI90vWTur0rI91sqHv4ccfTtZJznNfJ8jqqeIZ9G7AqA5zV8PgA05808+D3LknC7K5bw67oizPM1bfA1CpRpvsRzIdkmcR7bhCuAcNcJSW54SOk6v3bZC5eI6G15T7tcZrmw1aaUWoefxHdqcw3gUkPEKVP2AGW7T34uuG/EqQ3KjlhvJbz/ciR46zGONrOVi8/hY3gOzI1UtJaLnosC31t4m8Rjspx8Djd7Je4YpFsT2l/BM+C6LJcrSk8R7heESzwTlsxHcoPA17C47nPRUaG+Tenfvt/b3h1dT4WuANRWE4AurCqKoiiKolSMH/PgW34ohZ5TrOSHqaIoiqIoiqKsBtQVQIfQhdUKCYpkgtViBgMABaYCAMSpui1WWsZunwNNSQsAzsErFUPTfsm06ooXLF8YyJIpxhaqbBVL5bIFxOJjYiVLBJwyYQvVqnjGdYaRylsMttgKlq1e2aKNrWBtw4oIRkVfJbPUBmypxxYWK/OgDVTlLmvJbFH2pUye2oiDf0VwFp7Jh98L58lBoaJ82+QPehzsJkvBqjIWA2oOyJSixzWV4HKaJ9jeHzER+IyDFoX3LVsAIob7H1u9Cqtji1WcsKBkSxCqX4rbJ6xRbee43q/8db8laysn91F+fs39aRpfbVbF5T7fUSyAOQ8OWsAWqjarTVvQOyNPEQDPXS6+fw6MwH2F4boCZDlFOShPDl5lGzNEHA4aI3Jk0Z9v93y3WKzRuwMv5sErc2G1MosfRel8mpcuFdv8dJWZJgu2GKXZUi+RkHMMRlqomukUB8SyPGP1KfM6HCQmIQKj0hhvKRdbZaYoeGCWLFizZL3bkrNYHVLR2TJJWOZbBkvbtnKIYgXLFqo5KliB5v98PGCztKN2pnSarKOtMYxcgY7KtWDtImRgWROp17BYMjosLvkdyk+eZ7E+cwWrEsGWKrCOdO13WWCvPMcVmCs8T8AdUIzP4NqyTrc4GKgwW+fffeHzxJXHsJUwz1ep3el8m7W0sPx0Bu5yPycdtlitwIRVBEZF+H5rufi5cRQr0jjksKyVwf7CrbJ7hMGqBq/qELqwqiiKoiiKUiEVWazqwqqiKIqiKIrSU1CL1Q6hC6uKoiiKoigV4vkV+FiN4PdaURRFURRFUboEtVjtELqwWiHFFY1G2q8xHftbnZqzKXtJSlWN/cKe3iIRIbmsT9fgACV+IUf73Xbnfp4k9pRniQMSRHAFUPAtrhLal4tkOzZZL0twOQCMTWrRHpvUlfMsN3gVSlL+xmpslpWnExSUx2M5srwMB4nhAFj8G5/ltCzZB6Q8niXiXF/swgAAcnmWx5j72WE7yzfiwjWAhLssy91ZNh23KBJj1EWr02ZBqxLkQsMvv1wF6gtZIec2j4+yLiOCU9C9cwAt2+PN9cXtzm0mZGaW+mTPKLZjwuAyAECe4kZxn+Xnm91OVCVk4KkYBXlz1XkUWY4rDx6XeIwB5L3wOGMLitce21jGsPSfxwwmysdnDrbAbeAqtw1u55Ysp9v9u0kXJxWlwyxdIDaV+q1npLMt5pwtkTRfohysioNbAUC+wDJyMy3l8e5xzRWCj+WxQi5reUkK+THPq0UAonCXBrZtfAjHa7IF1XJZuYs8OTio5fSikKpSmuXaVOElSwtwOcX8id0xBHwNi1yWXVOx+yEug2hnkaWgbE8L1uYID2LkONxaBlewr3L3A7b+GJ4HY6+rcNm5DFbFacuzGF6MaDg03nzvfM249bd3ea7SorSJlO3z/D7cNUCUDuyUskfojwH4t3d436lkluYKxCfHDJmHLEf4oFGJeyZX/fE7zOayoP2mKC4NlJ6NLi8riqIoiqJUiBfzK/pTFEVRFEVRlB5BqyuASv7KYM6cOZg0aRKGDBkCz/Pw+OOPUzE8698VV1zRdsywYcPE/ssuu6wzaqFi1GJVURRFURSlQtTHqqIoiqIoitKr6SJXAE1NTdhyyy1x7LHH4sADDxT7FywwlTRPPfUUpk+fjoMOOsjYPnv2bBx33HFt6bq6urLK0dnowmqFxOpqjbSXIGl7ulqcE7D+mGDZvkeuAlhODwB+QBpcIWngKM3hUZttlOLmvXG5wOWyPFzFmJlHgdOOrmiT4PM2ltOy2X+M3AkElojpLNP1WdbDZaB0FOkruzlIkmsAISkvyjzltvAInvlCuGR35TYzzQZVATUzH2/bxnIO0d2oXFxOGzGWhAlJXfh+AEjGzWM46i/nwZKcvKXvuKTWuWJ4G/jWKOxiUyhSbiSP4TbJib5h7uf+aJM5uq4rJWARIng6+jArTXMFcwxh9xeAbOe4747U2lF4HLK1qXQj4VM6vO/wfsDt8oFJJsgth8X9Bcsam7PlPb+phLvdMzkzj6zpvUZEM+4JeF4FPlYtbaYo3YJtUMo2mcmWtJGOkY+deMIcf1MpOadLk8udXN5M52lQz0dwDSCkl7SBo9rzftu7SJ4Tfk3GVp0sy3ftj+JOIO6Qc0d5nfE5PA9heayQ9VvGMZYs8zEsoxYuIGxzIRFl3dwv3gtcrAqGW5fE2Qr3Fb6X8KR1zsbuK/gY135267Wq67SH28Qlbbcd45JJd4bsWZTD8huMyyEfE+7jfL6E51MuVT4/u1H6kqhz3k/pimIHOZrAFcU+UiaRiuHoKzxGRHAFwDiHxwiuAVztLNzIhF8CgDkG21xEdDmeV+HCanllnzhxIiZOnLjK/YMHDzbSv/nNb7D77rtjo402MrbX1dWJY7uTHvgTRVEURVEUpXfgxb62Wo3655Xph1hRFEVRFEVRVhu+V/nfauKLL77A73//e0yfPl3su+yyyzBgwABsvfXWuOKKK1AoyPgaXYlarCqKoiiKolSIF/PglekKwKsgsJeiKIqiKIqirBY66Apg+fLlxuZUKoVUKmU7IzJ33XUX6urqhMuA008/Hdtssw369++PV155Beeddx4WLFiAq666qkPX6wi6sFohpUzWSMeEljMvT2LJPMnhWabPMn8vnxFZOt0FOKT/XhQpBudBGnG+ZsnisqDom24Q8r75kOVL5n6WXotofpAy/AJp1eOeWTcxjmToyzZi6b+I4E3XENG7S3Iwypf4HHM/R3bne48iT2ZZNH84YhcFdhl/uHQ4UldhWb5TbmSmI0V2dFwjSiR31zU4j4KQ9Vvameovmw+Xb8v6dLezqw1YwhSPuSuD5dvcBlGk165DWA3HMnUbOXo8uRwsf0uKt5nNfQiPK+Elj/Ls8djkckkSBZf0n/uW7blhCX2BpJRxenDicZaiyjzz9CE4lzfzXL7CHFjSaTOTmipZn2mab7WYr1Zkc6uWiGVaNIKqonSYxiXOQ4KE+aDmSPqfaTbnp01JOQ9MpcxtVZQusAQ/gisA27b2sBSb3wFWmS+nHRGpoxCn8ZSlwQkejy2ySpb+s/sAPof32yThLLGVrgFY+2ombepP3/HRqEDXzHtcBner8Hs2xtd0zBdWXoc2lPmtK9LhZbqNsMmPndJ/ulduM1s5ZdT1cJdkvSVYua0/ulw6iPpyae4BsDc1du3D0naRR4T6dI1d/JxEma8KyT3t57HNVkyXbN/lEsKWqascPM7znLeSMbkzXAG48pB9K/z5Xo1Gn13GBhtsYKRnzJiBmTNndijP22+/HUcccQTSadMl0dlnn9327zFjxiCZTOKEE07ApZde2uHF3ErRhVVFURRFUZQK8XwfXpnOX8s9XlEURVEURVFWG55XmcPe/53z6aefor6+vm1zRxc4X3rpJbz//vv49a9/7Tx2hx12QKFQwMcff4xNN920Q9etFF1YrRAOVFFYsthIx4vSJNCrqzfSQf0AMx0zm4O/Pvkli98I+spY4qBQSRlEqz2xQk5s80umqViJnMGVKAgXB6bKx6tEnvmY+WCx5WzcM+8tTlavwnLUgrBIdVifxi2fzTiwFFuPJnyznEWyYM1brHU98aXN/EFdcnxltH29Z0tEDoDFX6OLJa7P8gdNsQ4QwbpU5FGBdSlbtXoiCJS5P8qXdi6HsNqkduTAUxxgx7aN3bzwfVDsDyQsozHXT56sONkKMcFWhxaTYbZE5GvEqFydYanAX5dt1pDlwkNsixhybdY5lEeJLc7d13WVnfOwWYcz0iIlPE9hjVqQjZQna9K85Zj2pFLmjdnuk+/Fdt32RBlmotRPe4J2HTaoxDx9NeD5FQSvWhNME5Q1g/p15TYKwOpXmZF2OVhVkR7klmYyPQfQRBaqSZIZVCULlDb3NyTkoMQWQCl+B4qgUOb5STYlhXsOwdamVVSutEW5xBZXrBiooQlBXUIGu03TyzlBkzKuC5kWWYp74RE1ISx8ObCiJaCYmEfL67anSL9jbMEYRdl53ucIOGRpZouCjy8qzykX1xtKxLayWuuWVxAR+MdSCldwoEoCjnIx46J/ciGob9mClrmCK7lL1S1UYvHrCnzEUwYRuM/WzpQWlp3Ccjm8jCtPKS9wVCWBukQewuqYApJFsIItF2FpC4g+67J+5vHVGvzXsb/L6aArgPr6emNhtaP86le/wrbbbostt9zSeexbb70F3/ex7rqWOU0XoQuriqIoiqIoFdIakKqsc9THqqIoiqIoitJT6KDFalQaGxvx4YcftqXnz5+Pt956C/3798eGG24IYKW/1oceeghXXnmlOH/u3Ll47bXXsPvuu6Ourg5z587FWWedhSOPPBL9+vUrv/ydRI/Rol122WXwPA9nnnkmAGDJkiU47bTTsOmmm6KqqgobbrghTj/9dDQ0NHRvQRVFURRFUf5Hq8VquX/KmovOaRVFURRF6VW0WqxW8lcGr7/+OrbeemtsvfXWAFb6S916661x4YUXth3zwAMPIAgCHHbYYeL8VCqFBx54ALvtthtGjRqFSy65BGeddRZuueWWjt1/B+kRFqvz5s3DL3/5S4wZM6Zt2+eff47PP/8cP//5zzFy5Ej85z//wYknnojPP/8cDz/8cDeWdiW1p/zMSC+/6kwjbZPHxEnG49WYptIciEqYultk+yUOKJAy5VqZpJkuemaTpwtNIs8YuQIo+KbUPxs3JWJFn1wYWCxx+F58kv6kfDPwAR/PQaIAt6Nun10DcH1GEAoIdwyUZ5xcAyQsrgBK9AOaA0lx8KoocJAteS/h1+RgOCvLQdeIhe+PgpQkhe+3SbFdQbRY2idcB1iqV0jsOTgQuQbIUbCgZhlHTkitWarO5WApoFWmxy4L5CGhZYgiIZNSFjNd5Da0tFFH3UVaA2BQnhzMiqXujK2Pc50z0iG+pVyOKuVgSxzgyQYHjkqSCpT7PAeRymZlo3CgEk5znbOs3+J4Rj6v1Dk4WFUqyeOOrAuXKw/Oo73Uyre8F7oDz6vAx2olUiulV9Db5rQtf7pQbKs55A4jna4yg0bEEuYEgd1y5LPybdXUZG5Lpcw57QoKeJWia9jG7zxdty7FcnkaW2mstc05OJAUj5VJmnRwuiouy8lbWMZfRa4Aaiy+gTh4lSvQlAj4aAvGwgEvxRGucUpWoAiMJPbTXInShcDSKBQwtEjz+bjjXWA1pqJyShdZQqdPmYZecuUpZUrZbfML56yO38ssKbcUQgavYnl3uGuAaG4l2B0bPVeiTDJT4R6AyyHykOViHK3s3G/byHVcieTeFYDJ5tLBhTM4laMf2MYMeY3wcrE7FlsAJxfCDQLvtzw4ziBaRJR7FUV3uPFyuQbgLHqGK4CusVgdN26c08XI8ccfj+OPP966b5tttsGrr75a1jW7gm5fWG1sbMQRRxyBW2+9FRdffHHb9tGjR+ORRx5pS48YMQKXXHIJjjzySBQKBcTj3V50RVEURVHWctTHqtKKzmkVRVEURemVdNDH6tpOt9fCKaecgn333RcTJkxwHtvQ0ID6+vrQCWg2m8Xy5cuNP0VRFEVRFEVZnXTmnFbns4qiKIqiKL2Dbv1E/sADD+DNN9/EvHnznMd+9dVXuOiii1ZpEtzKpZdeilmzZnVWESNTf/YvjDS7BgCAUkuzkfabzElyjLTXpZQpuQ/ipiQfAPIO6X+Tb7obYCl7MSm7gMcyHeomBe42LM3mcJ0AEoEp+WJ3Az596WDZfsGTEVKLkLJ7Iw+HXN7mCqBU5reGGNWn70kJU8w3tyXYvQAZLuW4DBZXASztZ5kUE0XGL6TB1IxFKofNgt8lw+F7FXKkCK4AGHYFwAo6W3RzUeck/WcZuYjCbpE0czmFJMQPT8ct3ZnrmH9/uyKq22SOXC6uL97P9WdTe3A5XfcepT8WSIvO5aAmExJ8TgNAIuFwBUDtKl0r2NxXkLRKuK5gFxEyz3TabPwC3xzhcoPwvysbqZjDDQLfF7sGAKRMjGVOuZx581kKDG4bM7ivsDuBmipzf1U77zd+Be5JVgcVBa+qwAWM0rPp7Dltd81nAaDpoWOM9DdOesxIs/RfRLS2POzZFnNAaGkh11RpM92UdLsC4PGX33k1SXM8YbdSgU12TnOwdMJMs3uBFL3gUjH5Mmd3AewKIBXjObClVEJSi9C0W0MukXJuypLrz5JHXrzgw6OdC1c3lgkCT3mlG4TwSOUlS4W65MXijAqk/0J+LOZKjkJYrst5cp/neXVFrgAcUnZbZUiVdIR76yDiXitw8caNVorQ0LL+QrMU45RN9i/cnjn6TpT+6HJBIMZtVwYWRLuLHwA0F7XkIaT8AY9D4XNPWymlGwnHHJjS1qOd41C4OxbpbsQct3uEkqmLXAGsqXSbxeqnn36KM844A/fddx/S6XToscuXL8e+++6LkSNHYubMmaHHnnfeeWhoaGj7+/TTTzux1IqiKIqiKF+jwauU1TGn1fmsoiiKoihdR6WBq7pdBN8j6DaL1TfeeAOLFi3CNtts07atWCxizpw5uP7665HNZhGLxbBixQrsvffeqKurw2OPPYZEQloutieVSiGVSoUeoyiKoiiK0hl4fgXBqzoa8U3pUayOOa3OZxVFURRF6TLUYrVDdNvC6vjx4/HOO+8Y24455hhsttlmOPfccxGLxbB8+XLstddeSKVSeOKJJ5xWAD0Jdg0AAE23nm9uYNcAKVPzyK4A8qlakWcuTu4CyE69vrDESLMEP7A4Gy55pqF+0Te7iZBRELFAxpNOFEwJmEcS+nzMbNs8uT0oBLKrsmyf3Ry4ZBI2VwAuhDsBkhrEWHoAIE56Va6/gOQJyZh5fCnC728RyZ1kpiwzTybc0blLlEeOmpWl2oCUv/DagSuItyuCqg2XdD3muzPle2U4SnvSIinncnDkdiZFeXJfAmTf4DrPUeBllplbFImWiPPUV+hREwqdCG0kIo0Kebw7T5ZOuSKJcpvYDmcJvU3q355MxiJJpMLG4+GdmuXxNkk+3yuonaVMn8YIi5rVJf1PUORqzsLq8oHHCHq2Sryf+mMUNwhVKfPCNVXmOal2Y1dQ6Bm+ADR4lbKmz2n/e9P3jPSQEx410lEiPfv0crZFcm6PjG4uj2HpOr//47Sfh+tkXJbBJf2vJKo1w9LWZtuEimD3ASLitCPquq3cXH88Z+MzhAsjayR386CikPGGv3ejuIxxDp+dMLw6ZdG2e3fIt0We3MctbSRcLYWXSpTB2u5cn+KaND+gOYotennc4c5CRKgX8niRpVOqHmU+6nT54HC1YCPKMcbxUdyeOcY7p2uACG4k2D2DdEURQfov5O/mfh7XxW80qxxeFDS0WNH6Qbg7gUpcK8j6M/eL95GjrgCzvmzPVZfjeRUGr+oBZe8BdNvCal1dHUaPHm1sq6mpwYABAzB69GgsX74ce+65J5qbm3HvvfcajvvXWWcdxGwrBoqiKIqiKF2ILqwqOqdVFEVRFKVX0ybtr+A8pXuDV4Xx5ptv4rXXXgMAbLzxxsa++fPnY9iwYd1QKkVRFEVRFEWJjs5pFUVRFEVR1lx61MLqiy++2PbvcePGWSMZ9haWXnKS2JboW2duYOkP6SgDksMXY2YaAEq+aeWQKpjuBVLZFWaeZKpdiFukaHSdeN4Mic4y/iCCw2KfXBD4pCkt+OY1Oc9MSfoZY+l0yuNysoSEpO2BrE8+hvNgdwMxmPcR82SYdiHtcVRXvsiWK+VHqCwG4feRiltcFpA2qCVrpot0a7aI8wzfqksSbsuTx4GSI7Ij52GLwsjHsHyQ5W4pcp1gc4/I9yKi6wo3Ce7xjd0vcKT7bNa8EZaU26Ioex7LtcJlY9yjowzLLnWRK2IqIPtbLBYeCdcWxZ5hdwE5cg3Q3GJeNJ+zPM/sccQ3j2HXAJy29Z0Cuyigi9gkckaeNtk+uw8ohu+PouJxuRcQEVBJUsvPGQCk0yz9p/1JlpG2y6+HGH2qxapiY02a0647/UEjLeSg9PDb+jcfI94D5CqkINI21yxmOk7lYlcASRqP0xZXLikaqJLswoAl9xEGT37H5ehe8jQ5smXJslJ2DcD3yuVMWl4+PlsZiWjcJiyFtb3P+IdlnM6xRUQPuybgfl91x2hqlYO7orCzTN+leYZNqh4+txRSa0vl8HWliwJK8/McocJFO4vfKTS3jyCPd2Gb77sQfbwLhmlb33G6AhDpcDcJgNuVh2sss1Unn8N5CpckEeTwrjHU1T+jNBm7t3C5cxDPJizjjsPNgXRVE36fPWJWqD5WO0SPWlhVFEVRFEXpTaxcWC03eJVOQhVFURRFUZQegroC6BC6sLqa6PfTm8S2Fdf8wEgHZJXkkfVp4Lt9bsWLppVmjNL5pBncKhsPTwOAR1/B0oUmI50oZow0W80WfBnlNlGkrza5RiOdypmWtVyuhC8ta4uOSEhsXcoWqpmitIItBWxhZZp5JTzThND3SqFpwBKUSDii5wBYbLkgf4DLYEvhX7AZWwAy29ficnFZfrqsXtmZva1c/JWWDb+jrG+wc/UUGS+nyaKXreZsgc8KJf4yGW5py/uzedkmfG9cX9w12ELVFhxEBkLi/WydW/4CkDBuqGANiS0s+d45EBVbrNr6QZM4h6zv2eLXYs3kspxxWXXaAjjxNk47A2ZZrsnPTZEqsETncJ62NnPdayLBzxVdw/JK42ePA+vF6TmJt7NcLsR7TvAqv0zzWa+oC6tK72HRryYb6cHHPWykpaVTBKUNB69xpNnCDZBWrAXH5IffTTYLIpdxHr8VeH+WJzoAMrQt77Bgtd1GksdbeslV0QBbkzB/4tmCxog6dc0dI5iGuayyYg67LNs12LpsdRh/u61J6YQKhnBRbvH7wCY/Cb+uDDjmthCU0G8IZ/Ag2QDlBppyWWAC0oqzsnsLx5WFtas56qPswFOWbeVa63YGLotW2zYRAE/M/ztusVp2ICr7ptA8I+0V7waH9a4InhiuoOyMwIgdRi1WO4QurCqKoiiKolSIugJQFEVRFEVRejVqsdohdGFVURRFURSlQjzfr8AVgE5CFUVRFEVRlB6CWqx2CF1Y7ULqzrjSSDffNdtIiy7JrgJKUl7kk4yE3QdkErVGusmvN/db5PBxCsCU8LPmNQNT6l/045SWrgBYOh2PyWPaEwtIn2x5XnNFU0Na4uAJnrk/XzSv2VIMLwMAJEkP45P01BUgy3ZMgtwLuPKwOVIXgY9K5r2bocJknrZgOELmK4IrlS/BcQWrihLMQ0rXw8+Jx8PlyABQRZ4lqlOl0HQqRoHlLO2cK4YvlMiATWYeNlcADEup41XhgZEsikRnIKRK4HZktburmW1uKLg/ZjLhgboY39JGLFVnUaeQs0ZY+yrRzeZyLOkMl7cC0t2CdL/A5XLLbl19weX6w+XSAJDPWpKG1Cp6vdhcAcQpKJkcd0ySsa8Lno/1DFcAirK2sfDWg430sDN+Z6RLlgFGBLgScmNHUCPLbn4PZMjdS6MloGhYGQAA5J6Eh2wenlnW35iV11yWMee0yyhQYjZC8MUUjbd1KXNAHVhjzsXXqXbnKYLXCLdSwndV6PEr86RjnIFpSO5tOZzdXxUDdsPlkO1HwHYvFWRiIKcQ/O6m4y0Ta1dAIdmG4WVauSlcWh0+A7EHkS255PCu4EyymM5AXDL4kswjyjFh5bLN2VyBt3hcEvstg5mMF8a/ucIl+LbxUwYZDL9GlLUx1zmVBK+KMq60xxXMKgpRAnWJcxwb+N75ebb1pfbt1psDXCor0YVVRVEURVGUClFXAIqiKIqiKEpvxvO8yny9qsUqAF1YVRRFURRFqRhdWFUURVEURVF6M7qw2jF0YbU74XDc+ZyR9IoUgb5Ex1soxpKh+1l2XgosQhWKfF/0zG6SALkGYBcFFvls3jc1oSWSMHkk62GXBQ1Z06UBALTkzXLFfTOPqoRZnwFJV2yR3RmPdPgxhEtPbXnGSPrP5eD68jxTyC+Ot5QrUzDbPVs065fVBzYZsJCIUJplvhmzGwCQkdsZlxQoSiRyFyz37lMr26Q2bRY0GTfbiCORxzyKqG6RqVT54TfP7diSN9vIts4SI+k0uzXgNmFy7BMCQEFEoA/Pw+V6AbC5OaC0iHJv7o9Zxgzus0LpJ9xMsFsUWaGu/sbSf76G7RiXu4tCntyHWO5VuiBwyKCocmyBhLld+Ros9efnnWX+gGwnd/9kFzCynAy7yOBrtt/P8tDuQn2sKms7vm0QdxzjcoHCUbELlglGrmBua87yPNmcJ0oZtaWc9H4vkLuSZhrTm8n9S1NOvlSXtpjlWtpozk+bMubL2ubppjZt3ku/WnNeXajAzw9Hqeb3F+8XrqkqGIJlnbtdVQU09+ZD+N5ZJt1thCvZo0nZ+b3rkMezjDqaxLk86bVv+a0jJPTCzVk4tjZzSa+dbhAg5z7s9sAl/bfJ9p3Sf3YV0AkSb64eri/hDgMVuAIQGbjLxX3H5QrE+juv7Ou6C+Z6DlzjUEWuAQjZD2zHhO/vcjxUNK53hieVNQGd2SuKoiiKolRIq8VquX/lMGfOHEyaNAlDhgyB53l4/PHHjf1BEODCCy/Eeuuth6qqKkyYMAEffPBBJ96loiiKoiiKsqbSarFayZ+iC6uKoiiKoigV02qxWu5fOTQ1NWHLLbfEDTfcYN3/s5/9DNdeey1uvvlmvPbaa6ipqcFee+2FTCbTGbeoKIqiKIqirMHowmrHUFcA3Ugpb0p//IKZjuXpB5HVfp6kVTGSE/lmExcT1OQWaWYhMI/Je6bcyI+Fa4fznnRHkA0oDDvLeuneMgWWOLl/hCYoQnSCJPgs00/GpGsFPiZOEWXj5CahVMG3CZbxe0Ieb+Zpi0AvykkydJbpFIocmVCWi4NxF4rhaVtUdpYf89qBUDA5JCMAEOOo4Y5o5XXVZrq+WvbX2iS7WzD3c3/LlswHJSb0cNKdALdRkfKM0bObiMs8Oao6w+pL0c42SR3pxllCn81SlHuKsmwbhoSsnI5xuxOwSZjCz+BrulwHAFLiJSRg5LIgynPiktBHkas7Ai9L6T/3V0v9cjm4nOwyI5UyD7C5mYhTncfpdZJOBqFp23PD4xs/NxEUxmsFEydOxMSJE637giDAL37xC5x//vnYf//9AQB33303Bg0ahMcffxxTpkzpyqIqayHxuPmgliwW2XxMIhEL3c/jXN7iCiCTp/cuyz2pHHGWVUewHM+Qu4ElzeY1uQwtOTm3XN5szjmWNZq+lDIZ85xUSv48S1Lhs3TdTCFGabPcOUv95emdl3SNt445XGfAUu3/bTRgia2Icu+ISG87pysQkd5dMn/LNu7TfIZwm+SuzrKV19YZHfcN4aPIMZe0SsTD5dlRJOSiPzn6Es8lrfXHv9sc7gW43DFLQR2e1CyuU8z9ccvHWtdvriiuKDoK102k567MDmpzg8BDu+teRbmi1IWjL4lxyOZCo90269in9Cr0J4uiKIqiKEqleF5lf53E/PnzsXDhQkyYMKFtW58+fbDDDjtg7ty5nXYdRVEURVEUZc1ELVY7hlqsdiOx2jpzAwWB8jNNRtqj4FYAUEzXmBvipmUoW0PGSxQgi82vAOQ8M48CdZMCBZZi2OIVAHIl0/yJrebivvm1ngM+9UmZdQHIQFK+x1ab7Oze/dBzHjGY5WALVb4Pm0P3oviSbqYLZKGaLZp1lS+6v3/weGYLrtSeTM5iTULWy66AV7agR67gVYz4Wm+51VQq/CttigLk1KTMgtWl5HOTpP6WK1EfL5gXKXJ/jTsiPkH2tyK1M7cRB8wCADb+5jZgC9U8Gcq4AlPZ4HZna0ibxTAbwrM1ZBQLAEYEuBLXZcvvcIsVWx5sdeDT/ggiAWHFycHBmFxOPiRsSeuiSA+afUJDz40IVmWm+dlLWIJXpag/JsnKmq2uZRADWUq2tudjeH/75yQeK3PAWU14Xvk+U1vbbPny5cb2VCqFVMphqk4sXLgQADBo0CBj+6BBg9r2KcrqJJk0JxA2C0Eec9hileE8bGMrB7Qq0HyJ9/N8qiUvxxC+Dgee+mqFqSZraDLnGJmsfPE2koVqLsdBTeleC7Jc/evNcSFBFqzVCTOdpv1JywRLWDeWb8socZwi5gMcVNcyrMtS0bvcZelltWQ0KTvele2SDis4tpAWAYgsc2C2WOVzxPw/grWuy+LXafUaYcoi3/eONrNZhrLKha1gw6eFVlzzT2HJGOVeRQAnx3Nka2fHKdzubKFqDf7VA9a6RHBbq/W4Y4NQdbkbSczJusJClcvgtOI2L9sdVvRMxYukPaGz9QDUYlVRFEVRFKVCOuJjdYMNNkCfPn3a/i699NJuvhtFURRFURRlrcPrwJ+iFquKoiiKoiiV4vkVWKz+7/hPP/0U9fVfq0DKtVYFgMGDBwMAvvjiC6y33npt27/44gtstdVWZeenKIqiKIqirF2oxWrH0IXVLmT5L8420okB/c0DfJJFUTAruy7V3NaS7mukm5OmbJ9dA/iBlCyxhDlbMvWfhVJ4t+HgTABQLIVLvphqv8VIx728OIbvhWX6eZjlLgVuA212H8CBVIR7Aap/m7sBPqcAlsyRnJukajZXAC6pf77AEnGSpVukViwfYtVYjJqQg+MAgE+ZsBTdJQlnSTkgXRRUpczCVyXNNAemqo5bXGhY5BjGNUl+nKZ00hLAjd1IsHuBkkOqbg0KxcISXrwps34BGXCI5ZmMT9p3m2rdFSiJJfjZrFlXtkBorqAiIvAUj22WCi2SxFO4GxDe7uV1+V5ckrmA5JhcBts5jAi6Rc9vLCHv1TUx4nIUIwTZYul/MsF1bh7P7i34uQIA3w/Pg8fg9u8X27umO2hvgVrOOQBQX19vLKxWwvDhwzF48GA899xzbQupy5cvx2uvvYaTTjqpQ3krio3tLn7BSLMrAJt7E37XsESZz+ExqiS0svKcQoml/zRHJgl+1iK55/dAU9Z0BcCBqJYsNeerK1bIOUeeAk3JgIQ8zsnxuIkCXPG9s/Q/xZG6IiACvNB+IRmPkKcM9MP7zTS/ywEpH+a067uWTWLrulcntjmbI9CUkP47ZP4rt5lpPscVqMsmvZabHJLmSK7U+PcQX4GvQS6jIuj4XUGiIuHwQBApT5dHAoes31af7GaKj3C5kYjiCiBKMKUO48gySjA1If0Xt0Z93HIdlt3zdNH5LdxSTpf0X4x1ZbrM6AlrkytDAHS+C5i1BV1YVRRFURRFqRDPt/jzinBOOTQ2NuLDDz9sS8+fPx9vvfUW+vfvjw033BBnnnkmLr74YmyyySYYPnw4LrjgAgwZMgQHHHBAeRdSFEVRFEVR1jo8VBqISldWAV1YVRRFURRF6dG8/vrr2H333dvSZ5+9UgEzbdo03HnnnfjRj36EpqYmHH/88Vi2bBl23nln/OEPf0A6nV5VloqiKIqiKIqidAK6sNqFiC8AbLIitNZmdHgbAbkPKFE6H5hyeCFt96QMKh+Y12XpP0uc0zFT9pSgiOsA4PnmMVyOlGdGWY0HptTKL7nDm5c88949kpiW4HZH4JFsn8vB1xBlsGiHiwG1SSlBaXM/y9SzBZmnbZuRJ0n/s+RJwRZ1lZWsIjo33zpFCAeAbI6kPSRV4yDAHHk8bXEvyNL/mqTZF6qTZn9j6b+tj3OfFv0xbuaZjJnpuCVPdjUhJMyUjgldishSyrMdshJuI9FmkLIyJpU0r8lt5Ip6D7jdHLCcvhI4T59lZRH0RnEqB5fLVk6WcObyLKkPr5+4RZ4pI0KH5yEkY5bqdCnTRf1x2nK+cPFAfTge4+fdMtAQKXKrwW5O2FVKT6QjPlajMm7cOGt057b8PA+zZ8/G7Nmzy8pXUSqBJc48v2UXH7Zzyk3bvWGFS6v5fVUqme9ym2UOvxcaW8wJVDOnyTXA0i8bRJ51/eqMdCJF81UqRoInSwCqyN1C0nJMe/hdFEVin+fJIUceFznY3F+VRxQ5MhddvK+EDJ0luzY5PB3jsNLivTZ3Q+XKtYWrAEueYm5OJSk66s8u4xdh1iOcs+rjbVmWSxR3A50hlbb0BCoH7bVdlN1X0GPj+KlodwVQ5r25XGysPMaVh5nm8TJhmQO7rBkDmhcKj00R7tNVF1x/1vkq/+7gY0RDc9LVUyLUb/huUYyeMNtVH6sdQxdWFUVRFEVRKsX33SvZtnMURVEURVEUpSfgobIVXl1XBaALq4qiKIqiKBVTyRf+ynxYKYqiKIqiKMpqoEKLVZfF/9qCLqx2IXVnXGmkm2+fYaQ5yj0TxKRrAL9gyp6rMsuMdLHKbOKCb+q3C5B5spydJc5Jkvqn/ay53zPTABCjmH1+YKZT+Wbz+BJp1yOE1hPnELlEjZHOxGvEMUK+zeG3icAz65Nl/wCQKZr69uaCeU6mQK4CihRF3CKFZdkJS8aLHDU8gnGUiMwargizRlQU0UsT4XKNumrzorVpWd8s9U+zTJ/6Y9xnqZ/sOxydnKOTsvyYq4+PB4ACPSd8jPAEQuliUeaZyZt5FsgjBpeT6z9mlWOGH1MohtcFcrKc3N/43jh6PMvh+JqAlNwzvJsjSHNEUBvJJI1tbu8ryNLwls9TFGqS8fNzYncFYKYdty6eTZvLAp4YcZ3zvSfoWbW5kZARZcO1VHHqW7ZnkSXDfIjbCUz34/k+vDItUMs9XlF6En/5yTgjPfbyOUaaJc6Axf0IPQMulzEJy9jJsv04S6vppZjLmyOKTe6ZIfcuGTqHpf/Ll5nz13xOzkUzzaa7q3UG1Rtplv7X10u/SPXV5twxQfeaKZRC09UJea8s/U/RPIb3B+SHxtIkokZtkvn2SFm0bc5G8ykxv2KXEJSjNcJ3+AbOU8zhZJYWlxgddwXAuFwniHu3ZMkud8qXoUc4RrhjCM/D6urDsUH2gwjlEvMYPsCxH4BPlcryd/aYFaWcrqfAOU+0uemiTOVvx3B3ITZXTDwO8/PN98p1Y+vj8tkq79mz1Sc/a+J5puPFrUZybcH1FX601atEB11odDaVugJQY4GV6MxeURRFURSlQlp9rJb7pyiKoiiKoig9gdaF1Ur+ymHOnDmYNGkShgwZAs/z8Pjjjxv7jz76aJH/3nvvbRyzZMkSHHHEEaivr0ffvn0xffp0NDY2drQKOoRarHYhSy85yUgnBvQ10n7B/MotLFR9mwmR+fkpkV1hpOsp6FMuWWum4zJicCxebaRTCdNEyycbopq86aifrT5tpDPmOYmWZWYeEYJVMRzIK1/V10iXyPG/LRAVm7LHKNBB1qsy0i0ls/5yRRnRyWWhmqN0gaxPbdZ8Los2tlwUX2gt5+co5liRmkBam1iu63DYnqIuXU2BqerTpgU2ANQmTEsPDkbFVnAxCkBmC17Fn5T4q2yRAyHR6aWSvNFckazDS2RtylbFdM1cQbZzc4aOIUMYbpMUdT+b1aFvsRoMy9OVBiyWsjHeb56Up77GlrhA+U73OWCb7XwuZzzO+/nZs1j4kEUqW8qW2Pl/KtwyFJCWWz5bwebMdIktlW0Wq+JeyWKVnkVOR7FyFxb+oq9QXfjucZ0tqNnour2CQgSAUxSlS9j1qpeNdCpFASEt7wkRnMphEcjjcdwy6YjTQCWvEX581vLyKZAEo5EsVBsazDlJY4P5Qy775QKRZ6k02Einq82548CB5ry7Kun+eZYli9Rcge/NHB+zLC0BkC6FH5MQUiXKoyTbRHwzcqS5H1gtXMu1aHNcIwriFFc6wnWlFV3ZxSqbKNaRrmLI+EMWlVEUU8+QctnLWV47RwmAxYdUYrEqAsHRnCyKYkoUy3GKtCY193MgOkAsEYg5bYFMWNmitRQh0CxbsIqAbR5buMo8KrEODzvemqfrHFF9tquWN+eMZATrreLfazhNTU3Ycsstceyxx+LAAw+0HrP33nvjjjvuaEunUqaS44gjjsCCBQvwzDPPIJ/P45hjjsHxxx+P+++/f7WWPQxdWFUURVEURakUr4LgVbzyrSiKoiiKoijdhYcuCV41ceJETJw4MfSYVCqFwYMHW/e9++67+MMf/oB58+Zhu+22AwBcd9112GefffDzn/8cQ4YMKa9AnYTO7BVFURRFUSqlEjcA6gpAURRFURRF6SF0lSuAKLz44otYd911semmm+Kkk07C4sWL2/bNnTsXffv2bVtUBYAJEybA93289tprnV6WqKjFahfikS7XY4sVkrKztL2YMqVC/8sk9JqxgilZSpIuIF409wNAKt9kFitgZ//lPzzxfIuRTmSWm9fImvu9ImmeWZ8ACB1EsbaPkc4nTNl+c7zOSGcCcz8gg2zBM83OC4H5yORLpn42V5KPlNuZtRTZuM5nma6Qw/vhkhGb7JyDQLgCEsVjlgADQgJuHpOKm+m6lCn9Z9k/IKX83P+KJXbxQK4CLBVYoHbKkIy/SPI2vndbm7D0n4OQ5Yq838w0k5PfuVj6n81ROwupP/cd2c7lStGiuJFw9ZVKkMGXwsthC4zkypPXtlgmlc3KPG1DUXuqqs1GSYkAWW7XHhzILCCplXA/YC1TuMsC7iv87HJQKQBIJyjQSZzeJ5YxoT026T63Gz/vHDwx386lRpQ27wo8z5fv8wjnKEpvRb4TwwP/VALL+m3Bq5K0LUUDGZ+TpUBUUYKJpFNmntXV5rwvVWXOE4MB0sKGj6muNuccfShYFc/HAOm2wM/S+8wRKCkRQdabIx9QNQmznOwagAOBAjI4Dcvh4zT2JalcNtc2LrcRLkm49TtWmS4JOA9bEB4p/Tf3u+ZTJUfAXBssEef5RJTgOKUyJc7WYGAiEBKd47iGTT7PrqvELIYl+NY5RuhluwQeH+3HhO+X7UpzPJePOMg+zP2VA03ZxnGnbL8b3FvYXEC4pP/iHO5r7lhgMvCxI5iV7Rlof0xPCGTV0eBVy5eb6zupVEpI+KOw995748ADD8Tw4cPx0Ucf4Sc/+QkmTpyIuXPnIhaLYeHChVh33XWNc+LxOPr374+FCxeWfb3OQhdWFUVRFEVRKqUSC1S1WFUURVEURVF6CB1dWN1ggw2M7TNmzMDMmTPLzm/KlClt/95iiy0wZswYjBgxAi+++CLGjx9fdn5dhS6sKoqiKIqiVIjn+/DK9LFa7vGKoiiKoiiKsrro6MLqp59+ivr6+rbtlVir2thoo40wcOBAfPjhhxg/fjwGDx6MRYsWGccUCgUsWbJklX5ZuwJdWO0kFv30aCO97iV3imNiabNz+dUkRSddb5AwQ3wHMUtzlSs/JJmJX5BR2GOBKcf2yBUAS6vZZYEIQwggljOl/rHGZeYBTabpuDPsvYVYySxnMl1vpP30QGcexYDcNZDZfo6l/yQhZ/k3ICXiLM/mNF+zJiXrIlcMlyjFLTLe9qQTFomzo8pZ1p+IyXZOxcw2iJFMLBkzw8GnY2b/Y9kvINskT9J/rl/G5rqC65zzEPJk6vO2a3LbZylCbyZPkmZyx2AJ2CvdL8TDX3YcsT6TDT3cmmfKHHYsbifcebI03SV/iyKTKpbKe9GzDBKQZef6Wrbc7L/5nFuWl07HKB3eHwsFea8tWfM6Ua7bHtuzK90zhLsP4LpJxmWmrr7AzztL/23PYsyjMYPL2QOkUYqytrHfLfOM9BPHb2+k4ySxFzLgKA8ujSdJGmBYah23jOkJOieVJFcADtc3MYtbJH535AvmuMauAGrqa4x0IW/OcwCgtk+tka6vTxvpfrXm74P6KvMaANCSo/cTlaspY/oO4vqzSYVXZEn6T65r+qTNa9QmyNWN9Eck2oml//zLM+6YEwPCU5q4t4qiijtk0aKvCJm/re+YaTmv4zZwv++ccmJHFPsoMydRKsfja5uzcdldUewZm4xfnCPajHbb5NuOSWu57rBWbgxNSkk47ee6iZInn8PPs8tNFeB2Bcbjqc0lCX8TFs8Nwq9RCZX06XJxuQawXVek+RlwuAYAzHa19oteRn19vbGw2ll89tlnWLx4MdZbbz0AwNixY7Fs2TK88cYb2HbbbQEAzz//PEqlEnbYYYdOv35UdGFVURRFURSlQtoCUpV5jqIoiqIoiqL0CDxUtnJd5jmNjY348MMP29Lz58/HW2+9hf79+6N///6YNWsWDjroIAwePBgfffQRfvSjH2HjjTfGXnvtBQDYfPPNsffee+O4447DzTffjHw+j1NPPRVTpkzBkCFDKriBzkEXVhVFURRFUSrF88pWj/SIiBqKoiiKoiiKgo67AojK66+/jt13370tffbZZwMApk2bhptuugl/+9vfcNddd2HZsmUYMmQI9txzT1x00UWGa4H77rsPp556KsaPHw/f93HQQQfh2muvLbvsnYkurHYSCZL1N1xxmjgmVmdKgVw/xLycKcn3WQsDoBQndwGePKazCVyyCpLkA4CfaTI3rGgw82ym/eROwItLWVTAx9D+5PIvjXSfZLWRzlVtKPJsKZnyrHzRvC5Hj88U2DWAbFOXZT9H3+bI27Y8U6Q3YPksy/Q5cqst4jfDebJkl2X9AJDwzG18DsMy/6LlkxfL7jld5HTArhfkdWUUS5L+szyLymVzBZApmPfSTBF7c3mWF5rn22Q8riigfG8U0Be5fPmRSFn6I6LW2spJBWUln00yV265OKo975eydJknH5PNmpm0NJsVWMjLm01XkRQyZV6IbzWbM6/R3CyfiUxGPkvtSZC8NUp1lqi+ihGe+fZEmSOxexB+bnyPXQPIe4/TMSLKqkUW2tNQi1VlTYN/JLFrgCS5AijQeJOPEN2c3wsc1Z7Tth9unAdL/1naniA3SlmLr2Mvb45TVUl292LO+9g1QCzWT+RZU2MeU19rzt37VJvp6qScyydJht+SNd8b7Cpgacn0BdSYscwlKc+qhHlMU7XZjn3p/dcvLefm1XFyqUVzCiFppnTcMmkTLrOonV0S585wBcD7bZkWaC7kGuVdUcRt22yRxc1rcqTy8nG5G7C7LGC3Bg5tu7imRMjKab+4hqXCudeLyO4V6MydrhMc7q9sN+typcDSf1cakH2YnyM5BoefD7jbxDW1sc8t+TkIfxZd83+Zo6VZRUdwHG/Zyq77xBDBbk5sDR+s4t/dRFctrI4bNy7UDdzTTz/tzKN///64//77y7ru6kYXVhVFURRFUSrF9+UvkijnKIqiKIqiKEoPoKsWVtdUdGFVURRFURSlQiqZiOokVFEURVEURekxdJGP1TUVXVjtJDySvvjptDjGT0jJjEGmxTye5e8WVwCBCJVZnhWMNdihb3YLj6UtRTPyKAKSf2ebRZ5e1rw35E2JUqnFPMfjurJEHhVkTdcJXvMKI53MLDfSVWlyPwAgAzMyK0eg5zRHKmcpLACUvPBjWJbPao5kTErqWH6QjJsSsIRvpvn4UmBxWeCQOHCeLPsHpPSXpf5SUm/2NVu55DUoTfWTgJm2R0w3r8NrHOw6oUhyjmwg+2OBVM4l6hs0RAiDtYz5SKzMoxguM5HSSXN/IuF+03G5WOrf1EIST4t7AS5XVbrji0wsEeHouoUCuaoguWHSMty63HLE41SflnGnpsbssylTwYmCcPHAz7u8Lkv9WZ4Vd7RjwdImgeO6XBf86rBKwMhlBo8RPJaxOxF+rgA5ZvAYwNcstZPy8jPWbXgVWKyW65NVUbqQAr0IWOpfoAG5QBHq8/lwN0AA4HnmIM3voigIlzE07uUpnSYXBlWW90Quye6EzDxWZMw5cKm/6WbKdu9JGuNr6cK1KZLYV8ufZ025cPcKzeQaoClD80DLcJmkSs9SOXn+xPOv6oRstLSjIV1SYtsP9HJH+mh5hpfDWc4IuGT7Tsm4BVfU9Sj37ipHUaQjFczAL9MlQSXfGoXc2yaxZ7l2ufVnwaEiFwc43Q9YysH1x1MG2V8tONxyibkmzWNs05qe+E3Y9pxxO1tO4hMMuP4B2ZdcfdynDml1d9GuQnvCB3e1WO0YOrNXFEVRFEVRFEVRFEVRFEUpE7VYrZCll55spGNVpoVqjIJZAYBXJbcZFMgSlC0wE2QaBQAp80t5qczgVcLi1bLNL5qmdDEKROU3m5agaGqUF2IL1QzdG1uGsdkcR+WxEWeTLMqDgmr5gcyTrTBtAZrawxZZtq+QHEypRNaPLosA/uIFAImYWfZUzOw7bF3K5Iry0WfrUhdsaQZIq1e2UHVZo7EF3MptJjGY98ZWcBwgJ1uUJikuy1i+N/7yyfe1Mk+2HmWrYrbApDwt1nd8jAxeRRaC/PXZMsLzR0W2sFzRZN57Y2P4MwAAVVXcd8yLCCf7ER5nRsRBcJg/2B35hwfASJHVkO1rPVu15njYzpIFJj0miYTMNGkZ2sPy4KAGbK0LAD4VPs7jI8EWwZEsKhwWqvI5srUJWwCEn9P+mlGC8HUFGrxK6c185/pXnceUa6Gay8lBnsdfVlwk4mwpCkrL550ta3MUnMqjoJFxGm+qknJcTPEYXzBfpN/oX2Purzfv1aaSSZIkgANisYVqyjKm52P87jGvy8GruG5sY3qWAjTmSHrDc4o6ekfm+cUB+X5yWm1GQMb+CbcEkwosiTCwWh1DcpkBm+zBgsI3dIYFJlukuoKW2to0xvMr2r86DNoi9awyg1M5LR0BBOK3C+13BEKyW/eF58m/O4RANYJVNgenFWk/XM1nY/VYKoYHs3JZBFuycD9rEToTB7CTFqziBPOalmsU0H5O6y7D6kYtVjuGLqwqiqIoiqJUiueXL+1XVwCKoiiKoihKD8FDhQurvdzJamNjI0r0Bam+vr7sfHRhVVEURVEUpVJ8T0oNopyjKIqiKIqiKD2Atclidf78+Tj11FPx4osvItNOSR0EATzPQ7ECeaUurFZIv/NuNNINV5xmpAPWTcASBErI38lGnIJZeRzMCkAsTgGYSMZfjIVrTG2uANidQMmn67LGgVwWiDRkcKogb8qLA5Lte2zNY9MwOQJaeSyXzZvlqso2iHPyVWbwKi/GwVfM+ixSMCuWtQJSdt6YCw+QJc+Xg1WBgi/Fqc3iJMGtjpl9KW35Ud9SNN1ZsJQq6ZuaZ5bsAlL6GyNhRInala+RL8khKQgowBXVMUv/uQ1Ynmw7hmFXCuw6wZZnjGTJXMXsCoDjW7AkB5ABmIokc+SAIjkKYsQBtWzX4XOyOQ4mxGWySdnDre+yOTPNgads72OW3DOud7j9fUj1E6EcDJ/D6ZwjwIgtEBXXaZEjRziwGT/GPHcQgvZwG8UsJyRoPCxRX6JhScim+HmPAj9r7Z9Nl8uTrsLzfPnOinCOovQEnjn122Lbble/bKQ5CB9L//P5cFcBNtgtSp7OSZDW1SY7Z6m/C/aIwlJ3AKih99ngOvNFXKgx0zkqV94yfldTnlV079VcFxZ/AktaqM6LLPWnNiq4XQGwbJ8De1YlzblPM7VzpiAzzdDEg98DPD+NUxtYfj6JeR9NhaS1FLuYsbSzUyFeWbSqsnZHuWa5Un85j7G5rgp3pcD7OW2rGm42rnJeeOkMFxGiHBGy5Oty/br2RysX5SlcHtnK5QiExEGI2TWAJU/u9/yssfSffx+sFpF/lDhoZV7Ymif/TmM3fNzOFdysM+AYHW97K7av8lhPsPr0UFnD94Cil8uRRx6JIAhw++23Y9CgQZ2yOKwLq4qiKIqiKJWiFquKoiiKoihKL2Ztslh9++238cYbb2DTTTfttDzVZEJRFEVRFEVRFEVRFEVRlDWa7bffHp9++mmn5qkWq51Enx9eZ6TZNQAgK9tPp8UxBqRl9RqXi0NEUMASSXBSVUa6lDCvWUzIMuTj5jnsLsAPKCo7l8lmk8+uAIJwmZgXJ1FDJV9Ccqa21W9eYaRTKekKIJ0wo70WyP1CLjDTLkk5IKMZJmLs9sA8vkjH54vy+0chz5FZSUZG9cfuCOK+O9I7y/oLQbjLAgBIe6a7hYRvtgHXRXPJrG8uJyDrwybDN/aT2KJkkQunKM15cv2wuwEbiZjZN9iFQ7FEEZFJCux58plIkmycpf1NLbS/wFJAW0nDo7+yLF3I+BwSfQDIZsNdFDBR8iwX2zDESlKW3Bdt4ZxFJuQKgN0vOOSXIropAB4OYyTHEqp86kss07Nuo3OyOb538/ACay1Xlswsl6PZgjhLQm0az/BpCI+x7V2QWPPrBjzfh1dmONdyj1eUruRPZ+1kpLeZ/byRjpOmnscsuzDVJJEwj2FZPktyWdoOyDG7RPMU3h9Fhpqk91E6zvMnllHzu10OjAmf54HkaomuUXS4lAHkvWWpfni/zcVMLmdOElYUeH5K5aZypiwujPjdU5eiciUpTfPqYkKWs4raNU5zxZJv5snDa6wkyxnnsOo+t2N4O0eY/pct/bfJzjtD+s/wu5urJ8ay/QivKyGLpg2WOzPLUIFnAOFOwHbrnC9PjURkd3e4+HLLKl1V2I4Kd7fA0n92DRBYxh2Rh5iP0vhJw47NCtHlwqFc1xXR4HE83G3C/w4KLwd3Hdpve1ewawXp7oLyoPNt997+nJ5g9Lk2WazedtttOPHEE/Hf//4Xo0ePRiJhvovGjBlTdp49ZmZ/2WWXwfM8nHnmmW3bMpkMTjnlFAwYMAC1tbU46KCD8MUXX3RfIRVFURRFUdrjeZX9KWssOqdVFEVRFKU3Uel0tjdOab/88kt89NFHOOaYY7D99ttjq622wtZbb932/0roEQur8+bNwy9/+UuxMnzWWWfht7/9LR566CH86U9/wueff44DDzywm0qpKIqiKIpC+N5KE6my/nrhLFSJhM5pFUVRFEXpbaxcJPUq+OvukpfPsccei6233hpz587Fv//9b8yfP9/4fyV0uyuAxsZGHHHEEbj11ltx8cUXt21vaGjAr371K9x///3YY489AAB33HEHNt98c7z66qv49rdlFNOeBLsGsNF483lGml0DeG4lFZA3pdZepsnMs2TKfAJHVHYAKMSS5iVipnA6G6820tVxs9xVRTN6PAD4GdMVQCmTNdMk22e9gheLUBkkf/eqSdNAdeXnzDIBQKLQQnn2pWJR/VlkvQzLVZNCZk4S3aJpii5rEyhQ5NYiSb6bc+ajvcwz2zQVlzKzdNzMxCe5G18z7ss8ahPmdfvETHcLRRpyuG5s0l5LEPrQc1g6nIDUw8diJFEW0SHD5UWeRarGEcpzJHFuyYcPt4kIXZxdPpRK5PKB9Fw2aTvLLdnrBhNFHpPLueTvZpql/7Y1Jj7HJmM0ji9xf5XHSBlUaJZCom+DJYcskZVSVZkH31uCXECw/CiXo+jQlsjMXKepVHhDcxloiP5fnuGyUJbQ8vhYLMkycLRnj55FHmfau+1gqWa3Ucnn+t44C1WcrKlz2jcv3CN0/9azTFcBtvGGpYKcFpHIebC0zAXI+xUCclXF4y+//wqWFy+fk6exUcg/hfRVjkscbZtdA/CtpS0TH4vq3txPeTa3mHWRyci5UFMT/YZgSTjJ5ROONCAjXxeo/oSXGj7f8mIuxM1t7BogSeWI8dzc8vpjt2Vi2ueSG0cYwsuV/tteC27p/2rAIXG2uSzg54LnLU6BvW1CxnM2sT/cfUgkuD9yOSqob1v9GPut7Rze36JI/53lckjVRTqC7xRRXTynE/vd7i7czVh+O0e5l/bweFoJbucM7AqgB8wLK7U+7QFFL5f//Oc/eOKJJ7Dxxht3Wp7dbrF6yimnYN9998WECROM7W+88Qby+byxfbPNNsOGG26IuXPnrjK/bDaL5cuXG3+KoiiKoiirg1Yfq+X+KWsenTmn1fmsoiiKoihdRWXWqpX5Ze1u9thjD7z99tudmme3Wqw+8MADePPNNzFv3jyxb+HChUgmk+jbt6+xfdCgQVi4cOEq87z00ksxa9aszi7qaoGtNtmUKVZXa+6nQEortzkCf9AXGp+sSeMFaZbkJ+mLvxd+jWLctGgNkjIglkcBsNgCVVikkqlYKWcJHkRetkUwMLaCTZn7/SxZpwKIF8zgS6nAPKZEX8XzgaVNCGG1Rd8zSmShKq043aaMIuBVgdMUkMjyo74mRV/86ZCCxfk/k0+bZU1Vm22Q8sz+lvTIWsKXXxTzQXj/i1NgKRFoymoNGW5h4gsbCiYpthToOeE2ETlQYB+2eAWkhTQHeWCrYrYEjUf4hFggIxZhJERZ2GqGLROEpZG4JgXVsBbTEaSMzHeihDFyWb1GgYz+nRYnMqiLRFjwsoVq3ry75maz0Wz3VVNj9pVUkq5B5cpmKaCIJc9Uki32zf0yCFy4NTkg+zhbrLLlcfs8OECconQnnT2n7U3z2SgICza2cHP8MGPLx5XnsCLAzMNldWTb7XoHuvKwWXGmaBsHxEqRdCTLkSohrVj5HLbIKlJEQlY6AEA2S0qbrDknY4vVhpQ5z0kn5fw0T9dtzpnvogwH2aR2LaUt80Ca70vLRLNcKZ5nW/qWUEuwVSa/e0Szuq02XVOwKIF9XMGpKlnPEHPg0Ct0kueasq0SbRaUvL/84HTOW4lkiVy+RWq5iL7BAcUcdQHIcrr6Z5T6c1oFi99X7vO5nJUEMhPFKNOqldWjUZBWxj1ERaVEYtKkSTjrrLPwzjvvYIstthDBq/bbb7+y8+y2hdVPP/0UZ5xxBp555hmkeUGsA5x33nk4++yz29LLly/HBhts0Gn5K4qiKIqitOH5tl/d7nOUNYbVMafV+ayiKIqiKF1FpYGoeqHBKk488UQAwOzZs8U+z/NQLFqM+hx028LqG2+8gUWLFmGbbbZp21YsFjFnzhxcf/31ePrpp5HL5bBs2TLjC/8XX3yBwYMHrzLfVCqFVCq1yv2KoiiKoiidhueVb9LTG2ehyipZHXNanc8qiqIoitJV+L4n1CVRCHphQNZSKYrWsTy6bWF1/PjxeOedd4xtxxxzDDbbbDOce+652GCDDZBIJPDcc8/hoIMOAgC8//77+OSTTzB27NjuKHKnU3/mVUZ62eWnGmk/ZcqNRTAmwKJLpY5Nq+1ezpS6J/xlIstaCnjFUn++hl8gyX3BFm6JEPpilvmQ5NTy1SAgqVRQNAN3eRRIyeVIHQBS/gIj3YciI8Rr1jHSmXiNkc4HUiJeJK/5BQrg4rJbsgVoYYkt35tP/SLKb3gOZMYO3FmZZsszUzDvbVmuzkj3S4bLJEoR3D5zOVk6zDJ+3v+/jaHEPPMZKJAEvxjIcnJwL4al/yybtrkOyBXN+mzOmtfI5CgQh0PWD0i5YJYf30K4PC6KtJ3LwTJzlrZz4CnbdTgYiqtP26Ts0sk+XZOlVhXME0oWdxbGNSyTD3YFwOUs5MPzTFfJV3k6Te4/qD7zlOeKFWajJSzBU6qrKIBdzOHyQTwT7ueb3QWUiqt2hdKSl+Ntd+B5PrwyLVDLPV7p2aztc9q/zjCDW+129cviGJ6nxGM8ntD7jMZwWzBGHsNZms4B9limbxuPEzGeT5n7+RxOc2AqAKgiNyocbCnOgQGT0s1UTdIco6voXqtJpt/UwmO62/qG5cYc8Kq52ZwwfJa3uCxIUxDTanOczhbCLbpLljlbnxQFeCR3VgmaE3N9stskQM4lhbSaf6YIFxHuPKXy2iUhdwf2EXm63A1YrlkUAVvD82BsAcYYDv7p8gRgjV1FG8t1DWBDSL5F0l0ZUVw4mOUqH1eeUmJv6TuODS73K1Ha2VWucq8JRHE3EJoEYCk7P78yCmHZuOpHBgcL/11SQXV3OmuTxerqoNsWVuvq6jB69GhjW01NDQYMGNC2ffr06Tj77LPRv39/1NfX47TTTsPYsWN7fPRURVEURVHWEvwKLFZ74dd9ZdXonFZRFEVRlN5MpYGoemPwKpsLgPZceOGFZefZrcGrXFx99dXwfR8HHXQQstks9tprL9x4443dXSxFURRFUZSVqI9VJQI6p1UURVEUpaeyNlmsPvbYY0Y6n89j/vz5iMfjGDFiRO9fWH3xxReNdDqdxg033IAbbrihewrUxQQkhy80LDfSiZSUz3i8LUaySZKyey2mXD6WJx0wAI/O8VOm3L3km93GC+ganWDLztJ/65cQsvhhOXGxqdlIl3LmvfpNZl0AgJ81XSWkiqZbA5/u1a82XQM0JfqIPAv0mLFcwxU93gbLmhIUvjQVM8tZIFlvtiB/1HM03VyBXQOQ/M0ig8pRvkuazf65ImtKwqoSpswsHZf9Me6FRxYvORYofFjcSJAk2fc63ofZPUMyZvYldknQXAivGwBY3mw+zyuaqY1Izp0nCb6NEskrszmOJEwSMapelmsCUlLDeXCan1VbdfMzz3J5NvijQMTRosN2wkRAqI1EOdwFoe7HnlEENTWmTDSVks8A1xe7Y2DpfzZrpuNxKUVNp6hNqM/ni+SqglyD2MaMZDz8+S6SO4Fi6esyZAs9agqjKAZr85w2mZAuPGzvjvaw1J/TJYsrAJfUn9PsfiAW4ftGmuZPLCVm1wG2+0ySdD3uSBct741akv4L9wJxc3+KjrdMeYWPuXzWnPOW6MWao/dELC7bmd9PhX40N6I2q6Fy2tokTedkqdxp6hsFmiPHLPXJ/UnIu9l1EJ0fWObufBWXFDvKFISPcUqpo0S1d9ybuy4s9051zH24IlcADs13lDz4Xnh6JRThlSjEXU0SQbpe7jW4DWxFKLeryP5r6+PllT5KOV05inm2SFueb5ebCJGswK9omQe43F1E+b2gdB5//etfxbbly5fj6KOPxve+972K8lSTCUVRFEVRlEpp/cRf7p+iKIqiKIqi9ABaXQFU8rcmUF9fj1mzZuGCCy6o6Hw191AURVEURakU31/5V+45iqIoiqIoitIDWJt8rK6KhoYGNDQ0VHSuLqz2IPqdZ/raavj5GUa6ZNHxxFIpc4PQMNCPN6FTtWhOSWIT+DFKkyuAojvSqAsR+ZFD0EcJ9EH3UsqQFDtP9xFBN+1T/SUobTpJALxqixk/K2qpSaxR69thlyesOlI2AMRIPu+KfgpYIswXzXQyQdKqCOsCWXInkOE2EFFWZX+MxU1pWoxl+xzdlNIs+195HXLpwH2H2jlbNJ+zXFHK9lnCzOXI0DnsJmFZk2zTlqyZ5vriLsyR3m3Y5JTtKRTMumAZfzwu6zPmkHjGEySVJJmoTdrG607c3zwaE0pU7iiSMHZh4KobG+XOJWxDboH6Crtr4Lpg6X8qKQtRKJCbCOobPrVZ//5mf6yvk+1cZxvf2pEjVwCFErW7JTJzPEblov1FyqO9GxObS5NuQX2sKorBM6fKgFwH3Pa6kRbvM/bnQqLdvGVQF5GxHRJR6W5AZCmOydN4nKTxNsmuACwfTWL0ruF3Hk9xk76cD/RJmXPvQbXm5LIxa85rsnkzncnKOW+WXBCxK4Bc1nTPlMuY6XjC/TMynTaPWZExr/HlCrO+bK9hlhNz/XE754rmNatLsj7rkmb98cKAeKvy+yvSdIHL7XQWUD4O6bptLsTRzMt1w2FrI6eM2XWrVlcAfA1HHhVc1nl8FNcK/BvL0TkqkcM7yxCpnJ2Ao6CizXh+G8G9gEv6L+bytpsXnSV8nBZjdKR1B06G34ftuWm/zeEFrEtYm3ysXnvttUY6CAIsWLAA99xzDyZOnFhRnrqwqiiKoiiKUim+F+3jH5+jKIqiKIqiKD0ADxVarHbOsn2XcvXVVxtp3/exzjrrYNq0aTjvvPMqylMXVnswfc65xkgvv+pMcYyXMr82i+/kVdVmmgOSWAKUBLzNYeUaeOaX4FKSrGgBxGiblwj/UhzwNUrSAoADXLkISubXei+CdZqXNq24vOVLjXSSg4OVZJm8GvNe4ok6I52LmddI+GZdNearRJ75YozSFDQmCLcMtQXM4urgAFnJuJmuSliCQlEeHLyGrUO4HKVAtjMfw4OWtFClr4624FV8XbZQLZlt0kSBphpzso8zXH8NLeazung5tVnWFpiDAoaFGyrLwFOW9xznyQGwXLAlAyAtKvl55i/BrkBUAJAni0suZ9ER4YmvabuuiyjWEWz5wVYbriBc1jyL4RfmPOKWNzlberKBZN9686S6WraCteVppjN5Ooes2tlCNWaxWGXLeO5L/Pyn2gW7KsZ7wvd9/O8Tf7kWq71vEqooHeHx729npA+9ywwcEaexgAwbI/3Y4/dTgdM0iGUKFpUMPcr8yuN3C8fpsggIRMArV9pGkiYAAylIFN+L7V3N8PuKLRNXLCfFQLMpoylYlF/5nNlwLS3mu2Zpg6kmy+TIsjYv52wteXPOxfc6sMY8pyZplmtglXyhJehlI5uAx3RXqB95CP08Eio4ITKs5LUg5vdsXWp774ZbZRdK4X3JqghyFJOf30q+LToDS1nyZGtGPkQsCDmCREUpF2jeEkSIXuWsP2H97CxWh7FZ3rqGFfmbzMQ2U+I+KgJeOZ4T2/gZc+ThVBFYKliMl66gWo7zeyJrk8Xq/PnzOz1P1aIpiqIoiqJUigavUhRFURRFUXoxa3PwquXLl+Pxxx/Hu+++W3EeurCqKIqiKIrSg5k5c6aYxG622WbdXSxFURRFURRF6VVMnjwZ119/PQCgpaUF2223HSZPnowxY8bgkUceqShPdQXQiyhyJBsAPgW08kgq5EmNrpmOyS7gZ1vMU0jeXoqRqwCWWRTcQaFAMn6W9QcsOymRJizCOb5DNx1YpMQcEKe41JT+x+iaHrksiFu+2NQUzbLHawYY6UzSdA3gxeqNdN7SRpmC2QYtJZb+h385sgWRSZNSiiW6nQHnWaSgDwWLy4ci3VuRA3PFyMVDBBfwHNCqSC4IsoFZGU1Chib7Ftc5y6YbW8xrNDWT9Kogy83eLlh24gpWZZOycB58XXYnwIGpEkn39zj2HsIyshi7YrDkwY9nLmdu4CBbHFQrlpL37pJOsQAxygfYgE6Swb7MTJIJmamQ2GfC3QlwuWzBq5qa2Z2KuZ/HOpebCQCguCVI0b2wK4A0uQsplWQ5+Vni5zdFcv/q5NfjaZCU74VuwfelD4Mo55TJqFGj8Oyzz7al4zYfEF3IvHnz8MILL2DRokUo0QN71VVXdVOplN5CKsHPvomUslvmbHRW0hJcsT05em9wIEvAEkyVirGCgkRx8KoqSxlcwap4v03amqfb5/lmXwoSVexjHm8LzsiuEfgYnkM00osi02zK+gEgS79VGng/1V9NDQXQ4hsFkHcE1WTXAEPqzTxrLa6rsjTB4vrkdmc3ShzMFkAFMvLyZeYiGBAHyHEEogIsLjJo/GZXAZxHpF8H3Mdpt5CIW/q8S+ovZP6Wgjll5Y7jbZTtkoBdA0QJVeVyE9EJbiPEboe0fWUWLrcG4QWzuaYo915cbbpyW/iY6nJhZvu9IAJBO1w8RFH+t79OT7B2XJtcAcyZMwc//elPAQCPPfYYgiDAsmXLcNddd+Hiiy/GQQcdVHaeurCqKIqiKIpSKZXMRCuYhcbjcQwePLjs81YH/+///T+cf/752HTTTTFo0CDjR8maIAlTFEVRFEVZm6hU1t8b530NDQ3o378/AOAPf/gDDjroIFRXV2PffffFD3/4w4ry7AmL44qiKIqiKL0Tz6/sDyt9OrX/y2alMqWVDz74AEOGDMFGG22EI444Ap988klX3aHgmmuuwe233453330XL774Il544YW2v+eff77byqUoiqIoiqKUT6UhA8pdV50zZw4mTZqEIUOGwPM8PP7442378vk8zj33XGyxxRaoqanBkCFDMHXqVHz++edGHsOGDRMusi677LLIZdhggw0wd+5cNDU14Q9/+AP23HNPAMDSpUuRpuDlUVGL1R7Mop8ebaTjVTISeYkicvo5U6vpxVm2zyGXLVHs2RUA5eElzXIEqWozgwiaUpsMP3S/RcrC0n/WDgdkx89uEmywuwVxjZjpeiHGrhe4vgH4cbO+kv6y0DIUSJOf9mWembh5DEvZSw5XALaojizDb6Z0gbpK3iJlTcbNgxIxs01YvhGPseRZFsy2rT0szSjR9yJfCLwBjySFJRoKWdafJHcDtvqV3dE8Jpswy1VTbe5vahZZIueQ+nP04lSS+4E8J5Mx7z1Hsrsk5ZFOm33cFtWeZfpNJPXj6Jss6ZT7pVyI5ZnsoiBOsnTeb4Ml+DzsRJko8HWK5O6Ch1zrs0fuGDjNMuuYb/ZXm/cVlko2NZmyea7PPnUJ2i/z5P7G+PSsxijdYnGhkSuwlNfcnyIJZyr29X0UYj3EFYBXgSuA/3WMDTbYwNg8Y8YMzJw5Uxy+ww474M4778Smm26KBQsWYNasWdhll13w97//HXV1deL41Y3v+9hpp526/LpK7+WUx8yAEGlyBeBy1WJ7T7CVTNznOYZP6fIlpDxmu8ppGztZZh6nFwOX2wYfk6B7q6J3dz+Y9Vsoyd8QjKjPuJlHMmmml1jyaGkyf0OwawAXtnd3guZP7EYiQe4XmtPmOzPDL3sAzXmap1CbpFl2TnNifr8BQEm4E+B5jEsSbpkLUVrKtcNl+0VLh2R3ATz34VO470WJbS6U6xGk1u48w5/fStwJcJ5uqbvlGRfS//AsbGME10cUlwTl4iqHyw2KNROxmzPl32iW/ih+ppFLEuEWIVzWD8j3hS9ctITXbxQZf7nYrDrbb7K5b+tquspitampCVtuuSWOPfZYHHjggca+5uZmvPnmm7jggguw5ZZbYunSpTjjjDOw33774fXXXzeOnT17No477ri2dDnz4TPPPBNHHHEEamtrMXToUIwbNw7AykXfLbbYoqz7aUUXVhVFURRFUSqlA64APv30U9TXf+1XO5WyL35MnDix7d9jxozBDjvsgKFDh+LBBx/E9OnTyy9zBznrrLNwww034Be/+EWXX1tRFEVRFEXpZCr0sVrud4CJEyca89r29OnTB88884yx7frrr8e3vvUtfPLJJ9hwww3bttfV1VXsIuvkk0/GDjvsgE8++QTf+c534P9vhX6jjTbCxRdfXFGeurCqKIqiKIrSDdTX1xsLq1Hp27cvvvnNb+LDDz9cDaVyc84552DffffFiBEjMHLkSCQSpsXzo48+2i3lUhRFURRFUdYcGhoa4Hke+vbta2y/7LLLcNFFF2HDDTfE4YcfjrPOOquswK7bbrsttt12W2Pbvvvua6Tr6+vx1ltvYaONNnLmpwurPRhXVHsbAem1A45iXyDpZNGiIWXoB5P4KEGyVBF+2oKQ5ZMdv0fpUtEi+WTpf7lRK22aXILrr9ho0Wu3I25zBeCTuwDWPLD8KGZaLBVSMs9aGjTinlkXLUXzHJb5+1ZXAWYetSmzfprzJAmLS4l9VcLsTyxVy5EUmF0FJHyZp++F96dciSTMLOOzRW4l2J0AX5NdAdgoUh1nAmojcnvAEWZt74GiJYp6e1zS7LzFlUAmQ2MEPQcs9bNFnHfBEhyWF0nZj4QlXeySQEjAOMp9BGU2S+45WrFN2pJK0bNE12FXCiKir2XYYbcHBXLPkEiGX9P2dZnvLdNi9uFUimSi1MXjFsNJVlOye5AC9demnNmpswXZKML9AknA4j65QWgnv2TXA91GO5+pZZ3TARobG/HRRx/hqKOO6lA+lXL66afjhRdewO67744BAwb0ysAFSteSJilmiiTfTS5XAAWbjJKl//wuL881AAAk6F3C5eT9wv2ARc7JEak5za4BbJJmEaXeNzek6d4Cmjr2rbKNl+ZAz/XJEnt+lzc3y7l5gVyUlejFwel8znyR5HJygpDJmHkuj5tuz3iuubzKfPf0z8s8C0nzXnI0MYnT+ywR4XXDMmh2GyUjopO03SKTdgQeF3k6vKRZj+EuG4uXP49xRbp3Sdtt0eJ5G7vUkNewbOvgu8mqhndI6F2sDpm/DS4Wu4CwuYno+EU5Gd4/Aem+QroCM4/n/srjOgD4CX72zP38XPlUTlu/ke1upsWzRwe4XFX0hFlUR10BLF++3NieSqVWqcSKSiaTwbnnnovDDjvMMEQ4/fTTsc0226B///545ZVXcN5552HBggW46qqrOnQ9ppznWxdWFUVRFEVRKqUDrgCics4552DSpEkYOnQoPv/8c8yYMQOxWAyHHXZYedftJO666y488sgj4su+oiiKoiiK0vuoZDrbeh4QPW5AVPL5PCZPnowgCHDTTTcZ+84+++y2f48ZMwbJZBInnHACLr300g4v5laKLqz2YAbO/pWRXnLxCfIgVxAotkilL/6ezWqGrUk5wFU2Y+bBZbBZ2pIVKwfA8pMUNIotb7Pm1+mVWdLXJbaSo/1ByawLPt4KfbFmS9uAv8w3rhBZ8BcqtljlhzBNFsBFS/CqIM7tSF/7+PjADHZl+7JcmzbrmJ3s16bcFtRs2SmuS5dlC7eExXqEy8HBqcStcLAgyzdA/jJZCDjIA7VBKUZp+dy05M1z2MK3QEGN+AMrW7ACliBGjq+j2SwFbMjI8YHPqa42y80Wl1wGW0AtPoYDSfF32ILIQ+YZozw4aBY/vq66iQIHfLKVi+8tmeC+EB4UQl5DUlNrtglb61ZRVA0O+ARIy9q+/cwIl3W1ZIEuhxkBD8PchxtbzA3JuPte2ZI7FQ9/pxXbjQeuIH1dhl9B8Koyj//ss89w2GGHYfHixVhnnXWw884749VXX8U666xT3nU7if79+2PEiBHdcm2ld3LlpE2N9I+f/JeRdo3Z1sAflGa1hLBQFQGgZJ5sxcp5cjlc+1duM9P8+PM8kS1aASBJ98LWZgHNY3i+VUzKORyrEIq15osgTwcsT5svm1RKvnxyFIBVWKzSS5EtXJub5dgYo3tnhQpbrDZUmfexvEree12SVBxs8VumdRoA+HxOBGu99lhFGI7ASC4rOdt8X/a/cAtV7p8261IxV3dYHQorxQiTNmEByHOATpgSOINZWba5DNpcAbRW5hm+RVi5RpjjCgtVYRnKWTqu2QnYrP+cAdgozWNujB88RAg+5QowZj3F9Wy5lLNRHvDupaMWq1HjBkShdVH1P//5D55//nmn26wddtgBhUIBH3/8MTbddNPQY1cXurCqKIqiKIpSIYHnCRckUc4phwceeKCs41c3M2fOxIwZM3DHHXegurq6u4ujKIqiKIqidICOWqxWGjeAaV1U/eCDD/DCCy9gwIABznPeeust+L6Pddddt8PXrxRdWFUURVEURakUz6vAx2rPslIol2uvvRYfffQRBg0ahGHDhongVW+++WY3lUxRFEVRFEUpl45arEalsbHRCL46f/58vPXWW+jfvz/WW289HHzwwXjzzTfxu9/9DsViEQsXLgSwUi2VTCYxd+5cvPbaa9h9991RV1eHuXPn4qyzzsKRRx6Jfv36lV3+zro3XVjtRfQ//5diW8MVpxlpEaxKaC9I1h+3/Bjk4FMFTpvO6oMmU/4uAlPZIDN+P0XSoQy5G7DI9oUBvtDDOCLk2FwBcBAt0uVw/Yp0XgY5CrKmmwMhkuYgBqkqI51KSmugonAXYKZz5D7ArE0gGZN1w4GjSoFZF3mSw9sCOrEUKEPBqhpazHImSCocs+mgaJTictoCXrWHZf+AdA9QJAldMeD9nLYE4aE8+V44xhsH3slbAvvk+FFirxw5kunnzGeV5TMAUEWy8vo6khfSNVa0kHuBFlnfcRpH0iSPlx5LSOZjkcdzMC8xlDmc8ttcK6RJQl8QLgso2FLWHWVLBvcy0+w6gd0mAFLWlCJ3DNVVFMiLgm6ULEHO+JxEwry3uprwPNl1xcpyik1UDkrTrdpcA1QlKVAcuQLgYB7t3XKwiw6l6zjggAO6uwhKL+eyfb5ppE94+B9GOkdzT2sACZo/Sbk2B2sx98cs7kQ4D9dvKn7P2srJsn0xVtJ8wBYAK05+jjh4VYncqhTomkmL67A0vQNriuaY2ock9S21pqwzY3lHcn0VyRUAv+85WJWtmTlIVozcNaTJJUFT1pyfNmTkz91+1eZ1q6mcaQqumqJ5nzXYErtWcEnqI0ivXT/pub+J/mtzh8UKeiqX6H4c3MqSZ5HvhZ6tAruAKPK73S255+c1CPg3m+1eOyZvj3I0zz9dwcFsPh+E2zhXG1CmNk8KLhdZtj5sEsHfgPDG4KixCBUqfyeHHx9Jts/PicM/gysY28ozHG0WISBW+029/Ht7Wbz++uvYfffd29Kt/lKnTZuGmTNn4oknngAAbLXVVsZ5L7zwAsaNG4dUKoUHHngAM2fORDabxfDhw3HWWWcZflc7Cw1epSiKoiiK0hV4fgUWq2Ue38OYMWNGdxdBURRFURRF6SS6ymJ13LhxoQuWrsXMbbbZBq+++mpZ16yUp556Ct/4xjciHasLq4qiKIqiKBXSFT5WFUVRFEVRFGV10VEfq72JYrGIO++8E8899xwWLVokAis+//zzAICdd945cp66sNqLWDzz+2JbrMqM9Cxk/CxVj3Ihl5TfoXFgeby1HLZj2meZNu8rZjmepf9Bga5hkT2Z+y3XTXJUUHaDYCZLMMNk29wgeAnWNJPUldwP+JkmIx1PNYs8E3HTXUA8ZtYXy2fZpUGmKB993wuvLxmFvXyLqzKs6VdJocRyLIpE7puN5MfkfXH9JHySmZE1WdwnubLFDUJ1Itx1QnOOJHUw99uChLOcndsxZxZbyNBscviqKqovkgJmWNIUIYo9y/LKpZKvoy7ilnvn+mBpezZn7m9hHxqwRG+mR15ElKb9jU2yPvPkLoDrkyVfNNShqUWWc9ly86CqFHcwcm9B7gRssjJXZGuGXRTY8oz74WMVP9/t8+BnrNtYyyxWb7zxRjz66KPo378/TjjhBIwfP75t31dffYVvfetb+Pe//92NJVR6A8c88E5Zx0d5T7C0lac1Mrq57TplFUtcs2DJVEhwHbPxKHOlGBU04Ye7CkhafLlUm9MScd2mnHlOHbkGqK8x3XjZyOfNd1GWZPrSdYD75tl9QHOLORlqypjp5Rm6UQDLyK1RVdwsV5LqsypOLqMs7SzekQH3N3IRJUTPrtjwEt5v83LGuKT/vJ/vy9p/Ocq6w0WBeG6Kcq4ursKuPMR8wdImrPl2uAaQkd8l3Pb8zIt7FXJ5CR/D8yvfMc+OMm5xm7hdAViuw/J3eRU+IXS37RjRP+lwp9sEC7L/UZ6i3cv/XcLPEbuRs+XYvj7LdVOxOugqi9WewBlnnIE777wT++67L0aPHt0p96ALq4qiKIqiKJVSySf+XjgJBVYGrTrvvPNwzDHHoKGhAfvssw9mzpyJ8847D8BKC4D//Oc/3VxKRVEURVEUpRzWJovVBx54AA8++CD22WefTstTF1YVRVEURVEqxffd5ru2c3ohv/zlL3Hrrbfi8MMPBwCcdNJJOOCAA9DS0oLZs2d3c+kURVEURVGUSlibLFaTySQ23njjTs1TF1Z7EQNm3ia2sXsAIUUnuaGQpTsk+QDgJZOhafh0zZLMs5QzJfNBNieOMfMkGQBfE4CfM2U7RdLHssQ+EqylpntzuQYI8qTNBlDKZM0s+YCsqTf2cmY6lpOuAJIJU/pf8E2ZU03MTBdKZrsvL5ILCQBfNtUYaRHRmyT1VQkph+dxNVeIhe53nQ8A+SK3Qfg5BWp3eafSXYCLmGf2rYQvJUssI8mVzDZgWXRL3i1j5sc5IFmJiLbrkCPZ4GNYli7LZIlqSZ3add04uR9gWQ8g152ExI7S8bh5gs2jCefJxySoXFVpmQm7GOBypWioKmXdkw2WPhYKLJHjiNJmntmcxb1Azuwb7NKB75VFSuxmApAyMnZR4JpR8OvHBvfxPN1re1cgmXzPmMKsTT5W58+fjx133LEtveOOO+L555/HhAkTkM/nceaZZ3Zf4ZRexR1TtjDSR//f3zqeKT1XLvlxFKJIq10UHRLcKBGoOQ/XOQkqeNHyUuTqKMbNDdVJdh1k5sGuAQB5b80Zl4Q5fF5jg8vNrgGWN5svsJq0fKEto/c7u3Pi+mNXCvWevHc5T2FXN3yCIw0pZReyfXECJ8MjkdvO4WtEemrKfLRc0uyVWfJzE+7Kw/Z4V+J+oT02lw/8U1E8z/w7hbOwtLPFkVxouSo62nHrkX4zsKs58ZssXMZvv3eaV/P8X3ggJHdZtt8QjjkW3yvfurUqxHPhaPdeOM3zUKHFaqeXZPXzgx/8ANdccw2uv/76TlsY7hm/ShRFURRFUZQezcCBA/Hpp59i2LBhbdtGjx6N559/HnvssQc+//zz7iucoiiKoiiKojj485//jBdeeAFPPfUURo0ahUTC/Fj26KOPlp2nLqwqiqIoiqJUyloUvGrnnXfGo48+il122cXYPnLkSDz33HPYfffdu6lkiqIoiqIoSqX4nue09l3Veb2Nvn374nvf+16n5qkLq70cdg+w6LypRjpJUv9YOmVmYJHLe6QB8VhiT3n61aaE3PqDkXQTQcGU5QQkteAy2PAoQqfHknHhGqD8h95ZLkrz8QAQUH0FeZKhx8y68FqajHQ8LuVGQcx8dFPkCqDgm3rkdMxs9xUe9QMA2QJJcDlNEmiOdgjIyOKZvE/7zeO9onl8c04OSYmYWxbWHpYKBYF0I8GSuOa8WX9Z6kssvfZ92c7sKoElYAUO+UnYuifLjVjyzbL9XMbsa/GEfBb5HFbp8TVyOXf9e+w+gLpsPMbSIK5Pt1RNSv/Lf545KDIPfzVVLLmT9cd9mO9NStPc7hn4GIavId0PyLqoqTGfpRIVjFWhBXZrEkETxuXgNEv/0wnZl2J+eP3ws9h+v+uZ6ioCz0dQ5kJpucf3FH784x/jjTfesO4bNWoUnn/+eTzyyCNdXCplTeDOw8YY6cPufstI28Yklu+xe5IipVP03NnHufAx3UWeX9wAfBqrWLrqR5C/czlsEuX2sATcNuK4xnDOI0XvopqUnLNxnXKe8p3I7yY5rvP7q5mk/plMuHunRFzefZzn71y/tCHhs6sAmWcA7l/mfp6fRoluzseINM9rHFHuASnb5XOKLPeWGmhJBLcGxm7aL1wLwf3sSSm2bYJFz7ND+i/azPa7Tmjow/MQrhas7hnCxwgxJ3b0X0D+DhGSeUpKdyMS173Js9yuv0RfEGNGeF0keHIP+Xy7pN7SFYDVNwWVKzwPxuXuguu/O1ibglfdcccdnZ6nLqwqiqIoiqJUSiUz0d44CwUwZswYjBkzZpX7R48ejdGjR7elTz75ZMyePRsDBw7siuIpiqIoiqIoFbA2Ba9q5csvv8T7778PANh0002xzjrrVJyXLqyuYax76d1G+qsLpxtptuKM1VTJTOjLerHFDL7kNdHXp+YWc78lQomw2qRyiP2yVG4sVgKdjbBgZY/aHNwKkNa6HDCMA3s1mxarnsViNZY02y2WqjPPcdRgTHhSB+JkOZalL4QtWfOLYDZvcxZOafqImEqEWzI0ZS0WAIG5LR4jR/T8tZ4tGzm4GoA+VWafzlCQrYZmM91CAYhsXa2aomQl4uV9Fa/oCyHde7rKLLc10BRtEoGSCp3/HLk+wtosAhJkkcrBlmRgLzPNVp6Auz+yxUShKPPgp1Fa45jpCPEBRTtxOdkyiS3D45ZAXbU1ZiauZzPKh3Ku03ic93PaEbgDtjpmKyt+UL7+p20c6w4CVGCxarUfW/O49957cc455+jCqlI2/zd1KyN94K+kpbS02qIxCqyaoWA4luu6xkK2istRYEC2Elu5zbySsFgVFlsWRZAzCI+JtEaNYCVHBUnTe7eeAj7ZrAxt8472yLmPeXw2K61PMxlzntxCFqtcFS0tZrs3rDDnfIC0aGNLuioK3NW/ynyZp1h9BiBAeLBVtliVVomW+hRKG5q3sErLEfgTkH2Hgy/JckSKahRKFAtVkaXDUpEtaW1FEFaAIvAUXdMRkGjlORxUy3LhdkhrU3kM1wePbbYxwTjeslvUscuqmC1YbYG7uK90QtgiEfDKMT0S46dV9RY+xjLCYrXjXT4S7d8nUZRiqxvfqyxgY2cEeexqmpqacNppp+Huu+9G6X8/7GOxGKZOnYrrrrsO1dXVZee5dszsFUVRFEVRVgetFqvl/q0F9IQfCoqiKIqiKIoD72ur1XL+OmF9vcs5++yz8ac//Qm//e1vsWzZMixbtgy/+c1v8Kc//Qk/+MEPKspTLVYVRVEURVEURVEURVEURVmjeeSRR/Dwww9j3Lhxbdv22WcfVFVVYfLkybjpppvKzlMXVtdwBs7+lZFm1wB+0tIFElJ63p4CS//JVUC8VppOc6ApqXUlVwAsubdoXUWQLTomyJkyHVtgKVeeQvNN5S4JWb81UzMp5FwE52nREntF8948ckHgB+TywaOgRr4UwKXi5rY8B5YiOXxLi/vzVJK6UorSmZyZx/JGdxvVVJs1xnnmwmMYrLxOi+lKIZ1kSThC0zZjM449UaR7Y9UYNytL222wHL6apP8FClZlC/DEjxIHs/KF3NvM0ybz420uYzw+3hZ8ie+V+xLDj2pKxixDdSrczUETRfLiurHBZRd9h+o7mbDVn3kQ3ztLmmSgKVkuV58VQaIoaJlNisXSf372hGsUwhZsqhSEd3x2UZJOfP3gxGI9xBrS8+xBG13nKIoSmUenbyu2cYArdlfCQU1SCXO84WBMAJBk1yzsPqfEaZYFu+WzLE/m6aktABZLbkuO8ZavabMeF4GjaFyqtgTANI6PoP8skqsErq8CTZ5aWmQ5czlzwlSgCVWRJlRxmujY3AssJ3cCqaR5ztJm84XXJ20en7QEzCnQXDxHQU2r6SWapvmVVQItugLrysOl7jaZtKhhcYgzapRzE/dXjh/mCpwGuF1mRXGlIGX74VJ/1/5VbWuPcO3Bsn5Lm0i3ZuFydxkEyh3cj7sXxyDmtG3GvDpmLjIYmLtdjcMdQaEAoFRmyVfP7NI2Btv/3V2sTcGrmpubMWjQILF93XXXRXNzc0V5qisARVEURVGUCgk8r6I/RVEURVEURekJeB34r7cxduxYzJgxA5lMpm1bS0sLZs2ahbFjx1aUp1qsKoqiKIqiVIrnV2Cxqt+1FUVRFEVRlJ7B2hS86pprrsFee+2F9ddfH1tuuSUA4O2330Y6ncbTTz9dUZ66sLqWwa4BbCy7/NTQ/SypD2BKcEo5qYf3/bTYVha2MOzlRmGmPDxX2MEKCAJZzlLelA/5dEzg0oBb8vTypvuFREuDka6KmTrobJUpfa+Kp0SexRTJzOjrUzZv1lfBEu08kw2X1LORVj5v3ltTs8w0TVFoa2vCR2+WSTdnpLYiQxLm2urwviDlR/IYvleW/rPUml0B2GT7LH+vTvB+85wiuW+wyUo4yidHZWcppZQbSVySLpf0v7rK4gqA3k5Cjkn1x7L0KovsP0HS8Qz1ae6/LRmZR1U6vK9wnbPkyzZsJYS7ADPN987XsEVuldGezf35AvXHcC8JkeAIviwzzReiRAE202ly6ZDJf11Z2XwE/xldQAAPQdkys144C62AI488EvX19d1dDGUN5f+mbhW6/0e/f99Is/Q6ZXnvsuUNS9d5PBaSXcs70yXJZdcAnm3KS9J/n3W7RIlkp4UIOlPOkd9fcUonLL+meRu//9P0wsuTS7LmhDlntsHvFp/ddFGbsSsBAGhqMn+rJKhvcDmryC2CbWpUR+4EaullLuqP3OPYJM+unzrCUiw8uYo8yrtGYHFDwZtkualfUNo2j7H4Fwgvl83dhXND+TjnvA7pv80VgHjWHC5J+Ebs1Rfu1sCVtuFyK8WIocxygs9uTviafB+831IG9jzlclUlsB3uGPvdzhkk7V1PFFeTA4JyaAtGVcF5vY3Ro0fjgw8+wH333Yf33nsPAHDYYYfhiCOOQBWtm0RFF1YVRVEURVEqJPB8BOV+6FsDLFZfeukl/PKXv8RHH32Ehx9+GN/4xjdwzz33YPjw4dh5550BoCLn/4qiKIqiKErXsjb5WAWA6upqHHfccZ2Wny6sKoqiKIqiKJF55JFHcNRRR+GII47AX//6V2SzK1UUDQ0N+H//7//hySef7OYSKoqiKIqiKMpKnnjiCUycOBGJRAJPPPFE6LH77bdf2fnrwqoiKLZkjDRL/xmP9Akli0bcIzm8yJPl8eKaUvIZkJZauCgg6T9LRGwfV5z3KsNthh4PQOgzShS23kvQfZArBa+lxZlnLE5yo1StkU6mzDZN+dLEvRgLjzCfIwl0JifvnaO5NpO02vVFK5mUeaZTLPUx93N3Y8l9S4vU1GXM6kBzi0tyY5JKyQO4nAzLejrj6x7L5Vnu3WJ6jAAgXRAwLNtjSR1H+LWdw2l2c8AuDOIWRXcyzlJ1zsPcn+J0XJaTH+9Mzswzl6fnyuLzIe5wUcBY5W0OZJRaStOGbFZegw0iXW45XO4GANl3uHtxHkUhf5N5MnFy1yDaLP91npkIrgW6hLXQx+rFF1+Mm2++GVOnTsUDDzzQtn2nnXbCxRdf3I0lU5SvWafGnBsl+P1mGegy+fLGbB73bO923sTSf3Z3ZQtuxxHQhdSVjrfdmyiXcGMAStMYLlzMWN6RVMc1yXCXLXyrLTRHBoB0mtwFNNH8NGPOm3162TRa6oLdA8TJFUADlXsRuQbgvgRIlzoJ+o2QoXl2wjdP4MjvKynvPedyDQC455+uQDRWF1Flvo75cN9Sn64uzL/rbM8Ne1NjDxriWSRstyok4MJdWPmuAOKO35PiZzOnLTJy9qIn6sshPbc2s9M9Q3i52GUUIN2WdPSagNtdA1+yEhG+HC+5EOHXBMx2tXk97Gp8z4vkAs52Xm/ggAMOwMKFC7HuuuvigAMOWOVxnueh6PrBbEEXVhVFURRFUSok8DzrDzrXOb2Z999/H7vuuqvY3qdPHyxbtqzrC6QoiqIoiqJUzJruCqDUbvW6tBpWsnVhVREMmHmbkV503lTzAPqq5vFnc19+bXZZl/JnGo9M2DyLFawIFOV4QPjLPFu0Ws9ZDQGumFLW/NJeSpA5pWW04lJ5zSuMdLzaDBaSLJp5ViWbRZ4BWRUW6atiC5nqeREsrviLKt8KBwJKJOS9spUbW6RS9SGbNdu1UHC3M1tDctdiy0W20gak1WUVxWvj4Eps2WD7aM7dj6042Wozl6c25GfTch2+BlsZutoQkBapVWkK0ED7OV6bzWKVyxWP0RhB5Yj7bkf+zVkzUzLOF/B9ADLwFped25UtE7jNbLDVCne3KFOBAgWn8ujZSlmetbBrApagWTQs8yjNQbhsJKhPp+Lh7Zyz9OnuZm30sTp48GB8+OGHGDZsmLH9z3/+MzbaaKPuKZSiED8cZ/bF616eb6RLFoMUHvuS9P5PsgKD9tsCOrEFG89HRbDBCAGwhHGUw2rOs1iK+WLiYY6/cTqH52M2FQIHCHMGt6GXdW1avjgaKXJnY6OZLpCVa4Gjh1rg92xjo6nBSJLFalXKnAMnOeok5Pu+mpRfqbjZ4dIlc3+yJCuU6ycW576D0LQN0SbCso4D0UYwERRZdlylJYMrhVuo2qy02ZJOPAas5uE5r+VmXZaJTovVCJXhtEh1KJts57gEVOInr2W+xVMX14y2khmb63dHFGtdt5Ur9YsIJqxiHYGtccWYK/Po6axNwavuvvtuHHrooUilzIDeuVwODzzwAKZOnbqKM1dN757ZK4qiKIqidCetn/jL/evFHHfccTjjjDPw2muvwfM8fP7557jvvvtwzjnn4KSTTuru4imKoiiKoihlUOl0tjdOaY855hg0NDSI7StWrMAxxxxTUZ5qsaooiqIoilIpFVis9nYfqz/+8Y9RKpUwfvx4NDc3Y9ddd0UqlcI555yD0047rbuLpyiKoiiKopTBmu5jtT1BEFgtbT/77DP06dOnojx1YVVxsu6ldxvpBT843EjHkmY3CgryByM7AA5I2s/Saq9ArgAsknxXcCqmM8zU2YWBDGZlCbJFunIvxvfGMnSHh3JI1wpeU6ORjicXG+nqeNI83yLOKJGsqcUztewlkoQULEorlkGLa9B+cbwlaESJqlQ4Y+c2YYl43NYfw/sKuyQQwZgiSNdZIsdBeSKopBEjeTu7AuA8WZJoc9cgpCwOeTcHa7I5nmdJXTW5QXAFLeL7sG2LOTQ13KcbW+RFG8kDBgerqqIAZOzOAbAFgTLz4H4g69vtnoHhISHKWOZqxygBV8qFXTxwXaUScoDgPs19vlA0C5ZrF7Aq31OCV61lFItFvPzyyzjllFPwwx/+EB9++CEaGxsxcuRI1NbWujNQlG7itJ2GG+mr5vxbHMNS/zgNlix1T1E6bhlMEzQY8o9QPscmFXYFzPEdoltbgBiWTosAWSxD98PrZuU2nreYx+RJ7p7g+rRI7KuqzBlTXZ0p3eRycjAr2ztTnJMz30+NjWYeS5McvErOMVIOtxDcd2rpxRxYfpVzqwmZtDwl9HhAtrtwI+GIymlbRJGuKcpzBWCdB9H8qkTzJ9F/LbXB02Auh/hNwS4MLMVyVTo/R6K+LOe7AknJoKYcFCq8TFGuIYLVWX7rcBu4fntH8gVQpj8BEZAsQugpdoXi++Hn2MYMOW92uOWIcPN+uz7eBd4HFQBbb711m8uD8ePHI95uHC4Wi5g/fz723nvvivLu1ia86aabMGbMGNTX16O+vh5jx47FU0891bZ/4cKFOOqoozB48GDU1NRgm222wSOPPNKNJVYURVEURfmaAF5Ff72VWCyGPffcE0uXLkUymcTIkSPxrW99a61eVNX5rKIoiqIovRmvA3+9hQMOOAD7778/giDAXnvthf3337/tb8qUKfjlL3+Je++9t6K8u9Vidf3118dll12GTTbZBEEQ4K677sL++++Pv/71rxg1ahSmTp2KZcuW4YknnsDAgQNx//33Y/LkyXj99dex9dZbd2fRFUVRFEVR1srgVaNHj8a///1vDB8+3H3wWoDOZxVFURRF6c2sDcGrZsyYAQAYNmwYDj30UKTTFnlihXTrwuqkSZOM9CWXXIKbbroJr776KkaNGoVXXnkFN910E771rW8BAM4//3xcffXVeOONN3Qi2o0Us3kjLWT6viXMKsv2SYIz6PJ7Qq/51YXTneUqUVRQnyOTcjlZ/wFIO3w6xuaSwLiGJeSiiCAvdL0+JUlmUbDUZ4zagPUaTcuNZIL2pxLVIstMwrQ2StA1alJmum+drS7Mbdmcea+ZrJluarLcG9Gn3ix7XQ1LL8hFAWXZ1CzbpLkl3GcBR7HnJstbXBbE4+EvlRRFg/c9lthZ8vRZruWQClFdVCXlMXxvLLWW7hrC6xdwR/B0RSK1uZCI8zksBaINmRy5AiDZPwA0Z0iiSP4Y0qa6UMjUAXkv7CKD7z2ddLczw22SzbOszDyeXVVEgV155Avs0kDmycpHl/uLBNWfrT7Z5QPL+xsz5vPfnPn63y0tPWQi56F8Xwo9pOiVcvHFF+Occ87BRRddhG233RY1NTXG/vr6+m4qWfeg89neScoi5xbjGG1g+TvLfo/Ydn3ndX/zzkIzTy/8GoBbZupQbwsJLyAltB6lC3TvBXrZ5wq2MT18/pSmOUiG69fyPkuTDL+mJtyZUiOX2zZxIVjS3NJiznlXNJIrAIubKS57ko6pS5nlqEua6Wr2fQUgztJrjkTO0c0jREwXczZKu/wl2vqakEWLc8LzDCzzW+6zvuivdO+2S9DN+uxOwBHpvRKcEvAIlxBzTboPdmURBce0WmywLZZxt7e5tzKvGclHgYHr1vi3ELsGsOXBv7m43K66sG0TrgHYjUSEeV77c1zuXLoC33O/S1Z1Xm9j2rRpnZ5nj/GxWiwW8dBDD6GpqQljx44FAOy444749a9/jX333Rd9+/bFgw8+iEwmg3HjxnVvYRVFURRFUQAE8BGU6Vmp3ON7Gvvssw8AYL/99jN+fLUGA2C/6msTOp9VFEVRFKW3sTZYrLZSLBZx9dVX48EHH8Qnn3yCXM70q71kyZKy8+z2hdV33nkHY8eORSaTQW1tLR577DGMHDkSAPDggw/i0EMPxYABAxCPx1FdXY3HHnsMG2+88Srzy2azyGazbenly5ev8lhFURRFUZSOEHiesBaPck5v5oUXXujuIvQ4dD6rKIqiKEpvppdPTyMza9Ys3HbbbfjBD36A888/Hz/96U/x8ccf4/HHH8eFF15YUZ7dvrC66aab4q233kJDQwMefvhhTJs2DX/6058wcuRIXHDBBVi2bBmeffZZDBw4EI8//jgmT56Ml156CVtssYU1v0svvRSzZs3q4rtYu1j/+oeM9OdnHWakhfS9Ar48/xgj7VvCsHt+zHlMe1imb/thy1IgTosz/HAZv7UcpFkIyLKnlCeXBpawjLIctCVPrgJyWSOdyMgfaNXkHsCjCN6pKvNLTk3ClH4CwNIqM4/FjeYQs2yFWc7m5vD6BoBC0bz/qpR5TJ8qs76WNJnXbG4RWQrZPqe5Otl1QCZjs8Yyr1tXTX2DtC4sCbdFvY/75IqCylUgGTpXXzIm9TEsVSuwrNEPl8vwNQEzUjsA5Ei6Tl46LNFL3bJzTnN9smQsbnm71Vabx6TIVUJ1yqwvm+cP6SpBHmOUg6Tuqbg8gds+UzD7PLsGkNeQ20RfoS7L98HyOItCVtRpktIs/Wf3F1HcIBS5v1G52w+Htoi13cHa6GN1t9126+4i9Dh0Ptv7OGWnYWLbr/7yiZFmZbqM+O2+zu/+/oWRZum/M4q45TrSFUD55RKeqWC+GApBuCuAmqQc0z1z+inmvDzGJ2n+lbK80KpT5sumUAyPiM5zyaYmkaVwoZNImPfKUusVK8x5dNHy8nfJs3nUT9M1qywvtSRNRIo0X2CJc4nnkpYiOd/EHs89ybWa5RThosjxiuMubgsuL9uV0o7jV5ZLPDiOTMv/Ddtx5wERruHU8btxuWfgqori8kG4cHDM7211xdvY5YO49Qh1Ibqfq76EuzFbhyQ3EuKa4eW20X4uXqjAvUNnszZZrN5333249dZbse+++2LmzJk47LDDMGLECIwZMwavvvoqTj/99LLz7PaF1WQy2fbFftttt8W8efNwzTXX4Ec/+hGuv/56/P3vf8eoUaMAAFtuuSVeeukl3HDDDbj55put+Z133nk4++yz29LLly/HBhtssPpvRFEURVEUZS1gzpw5oft33XXXLipJz0Hns4qiKIqiKD2fhQsXtn3Yrq2tRUNDAwDgu9/9Li644IKK8uz2hVWmVCohm82iuXll5BGfvtTFYjGUbEGH/kcqlUIqlVrlfqXzGXL1/zmPYavWgNrwi3OPMtJ+wt01fTI3cweWCrcUBWSgqFIEh/dGGSxWSPy13nlN5FZx5KqvI54J+urtx8z6jKelxWoVH5Myv857afNLWjYmIyMlyEKSA/ekU2a502kz3dhIpo2QAa6+Spj31tBoBjHgAFkrLAGy2GqzhqxL+Uv7iiYK2JCzWCo4AjgxLTm3xVotDWWphHkv7ERe1p6Ev6imYuFfSDkwgo0cFSTPwSny5n4ONBUypLfBFqoMB0ayBUpywUOIzfohQfVVlaRxhS1nyeo4abFYZUpU5wWK08EBxdhSdGU5zHSG+hsb2/CQaxuCU4lwi96koy/Z4P7I1rs8hrTHK3b/131g5TMS5Tnhc3ozNt+g7S0W1mYfq63ofLZ3Mv1bG4buv/eNz4x0nNr1939fJM5hC1XHdNVuKeawUOWAV1FGGBknyixYSijDyLrUciNxEcDWnJnw3ChDwUDZOtV2TpImaVxfbLFqC8bI78h83ix3S0v4jCqfd1ussmUtW3XVp8367ZeSQbn4Xl0Ny/fKQY8AOKMYBQFPhsx7LVkCjLHVtVAR8W1E6KBcdJ5ny+Br5b9X+TmKMqsQAcRK4ftdgbuiwI+aF8FPuytwlBhTOECppdzC4NdhkSrayFYkZ+So8OfIVhMlR98Ql4xgBSst/B0WqrShaLFIbb8tV+aaw+qgq4JXzZkzB1dccQXeeOMNLFiwAI899hgOOOCAtv1BEGDGjBm49dZbsWzZMuy000646aabsMkmm7Qds2TJEpx22mn47W9/C9/3cdBBB+Gaa65BbW2t5YqS9ddfHwsWLMCGG26IESNG4I9//CO22WYbzJs3r+K5V7dq0c477zzMmTMHH3/8Md555x2cd955ePHFF3HEEUdgs802w8Ybb4wTTjgBf/nLX/DRRx/hyiuvxDPPPGNUvKIoiqIoSnfR6gqg3L/ezNKlS42/RYsW4Q9/+AO23357/PGPf+zu4nU5Op9VFEVRFKU30+oKoJK/cmhqasKWW26JG264wbr/Zz/7Ga699lrcfPPNeO2111BTU4O99toLmUym7ZgjjjgC//jHP/DMM8/gd7/7HebMmYPjjz8+chm+973v4bnnngMAnHbaabjggguwySabYOrUqTj22GPLup9WutViddGiRZg6dSoWLFiAPn36YMyYMXj66afxne98BwDw5JNP4sc//jEmTZqExsZGbLzxxrjrrrvaotEqiqIoiqJ0J2tj8Ko+ffqIbd/5zneQTCZx9tln44033uiGUnUfOp9VFEVRFKU346Ei971lnzNx4kRMnDjRui8IAvziF7/A+eefj/333x8AcPfdd2PQoEF4/PHHMWXKFLz77rv4wx/+gHnz5mG77bYDAFx33XXYZ5998POf/xxDhgxxluGyyy5r+/ehhx6KoUOH4pVXXsEmm2yCSZMmlXlHK+nWhdVf/epXofs32WQTPPLII11UGmV14nIX8N8zDjXS37j8HiP91YXTxTks5WdXAJ4jsonNdYB0RE3XZDN+kvHZZH2eK6gWa0g40I9PkQAAsFjAL5qyfHaTgDzJ+ptXiDzjLPmic7IJ07Q+5tuC8Jjb4hSshlVOCZKV5S0S+0IhXDpdXUUy9IJ5TVueAWuSHLAcpmSRIIvAEhyQyCGHt6m10hT8p4b6Qokk4QWYbciydABIx80OZmvH9uRL7ghBVZRHimRicfEsmmlbAChXoCNel+LAU7ZgYFzH2YIfmuagEIAMPlWdjOKAoX2e7uBV3Hd8qq8oa3L5IgUdEX023J2AzZUCu/rg55vbLJN390cey/jeuFztA6PZnpnuYG10BbAqBg0ahPfff7+7i9Hl6Hx27eHIbdcP3f/Hd78U2/bcfB0j/cL7i400j2W2MZ6lrCy95rRTXWuB82D3Anma43IacMuefc98ZxbT5v6ERWbenDTfZ/EYu7YJQtO2d0VLizmfyuXMt1GRZLmu4LYAsHx5uGS5rsqcBC/LmHLT5Tk53485NLZCzu2K8AQpaZYXDf81ZA1ARNNqXmAQIudOeAVWIv13FiOKi4II7quM48t0FQbY3IXw880S/Ega+/BrVhAAjw8RVUPzPhHsChGCUVEePEe2uhfgLBwBb0WbWPN0SP85uG0QPi7xtpzj925X4HteRa4rOsPdRSvz58/HwoULMWHChLZtffr0wQ477IC5c+diypQpmDt3Lvr27du2qAoAEyZMgO/7eO211/C9733PeZ05c+Zgxx13RPx/kXm//e1v49vf/jYKhQLmzJlTUayAHudjVVEURVEUpbdQibS/t7sC+Nvf/makgyDAggULcNlll2GrrbbqnkIpiqIoiqIoFeF50Rb+becBK4NstqcSX/ELFy4EsPJDfXsGDRrUtm/hwoVYd911jf3xeBz9+/dvO8bF7rvvjgULFoh8GhoasPvuu1cUK0AXVhVFURRFUZTIbLXVVvA8T1htffvb38btt9/eTaVSFEVRFEVRuoMNNtjASM+YMQMzZ87snsI4CILA6ht28eLFqKmpqShPXVhVuoXPTj3ESK9//UOhxw+cLWV2i356tJGOkYm9bwtr3Q6bKwA/Ycp02KqoxF8vSAYlXAUAAEf5o+v6DpcFpZyUGnsOlwTi+GTOTBek3MgrmNJ/rp2qzFIjXVdbLfIopqm+SM+RK5DMhCRfiaRsE3YFIF0DmOdUURliFllZKmluq6ky99ek6Zosqy5YotaSZqZQZDl8uDTNKv0jfUu+GKO0H5pm6TYAJGNFSlPEXhK3sCuAEuu9LARU577P8jjz+HxB3jwfwzJzlqHzvbJbCgAoBuH9M09yeZsXjyS5AkhQBGRuM64vrt8ocN9hbMOOiJ5Lac7T5XphZR7hWqkiuaYQw5TFFQBLzTjNQ1t7FxrZXOdJjzrC2ugKYP78+Uba932ss846SKfTqzhDUdZMHv+baR1zwJjBznN233SAkX7uva/MAyxjpSvCN8tQ+R1qk8uyfJPPiQt3AzFKy3LymF1w+GyJ0TvU5gqAXRIwBfInlKe0TYKbz7PUH5R2SP8tt5UndwJNTebce/HyjJH+osZ029W/Sk462ItPlu6N+0UN/faxtREjqtdxiq1JS+yOgQ8Q/dEtZRduDjgPmo7ail2u9Z10L2BxKyWi0rNEvHy3HB11axDlfNcYwu1q+2XJbSCfG8qDNnA/WXkM5cHlpCRL7G0/gcV1Izy/BhHayNW3xDPhcgWQ735XAJUEomo9DwA+/fRT1NfXt20v11oVAAYPXvkO/eKLL7Deeuu1bf/iiy/aFFGDBw/GokWLjPMKhQKWLFnSdv6qOPDAA9vKfPTRRxtlLBaL+Nvf/oYdd9yx7HIDcu1EURRFURRFiUgAv80dQOS/CqdfN9xwA4YNG4Z0Oo0ddtgBf/nLXzr5bqLxpz/9CYMHD8bQoUMxdOhQbLDBBkin08jlcrj77ru7pUyKoiiKoihKZbS6AqjkDwDq6+uNv0oWVocPH47Bgwf///bOPE6Oql77T1Vvs08WshAIISxGggmBcIWoIPtyuYiCiHCFALKoEDTRq+QVSIAXQeQKeEV8FW5AEcWgIG7sCVclcAEJhF1iIEGSEAjJ7L1VvX/ETOY856Sru6dnejp5vvnM55NTy6lTp6q6Tp/+Pc8PjzzySO+ytrY2PPnkk5gxYwYAYMaMGdiwYYORKPXRRx9FEAQ44IADCtbf2tqK1tZWhGGI5ubm3nJrayvGjh2L8847D3fccUfJ7QYUsSqEEEIIUTaDFbF61113Yc6cOfjhD3+IAw44ADfccAOOPvpovPrqq5ZH1EBz1lln4ZhjjrGO297ejrPOOgtnnHHGoLZHCCGEEEKUz2Alr+ro6MDrr7/eW16xYgWWLl2KESNGYJdddsFXvvIV/N//+3+x5557YuLEibj00ksxbtw4fPKTnwQA7LXXXjjmmGNw7rnn4oc//CGy2SwuvPBCfPazn8W4ceMKHnvBggUAgF133RVf+9rXypb9uyh5YnXmzJn4/Oc/X1amLCE2w9L/f3z5lILb73TjXday0VfdZpTZGoCl2fEGU+/tuySLrHEg6X+QNWXTYdaU1Oe6TTk9AIRkBeCRuCIsJu0i15llC4IIKwCWBqW67W1IJuGlzP5Jxs06mmOmhAkAcpTxtDNm9jlLgRvqzHJqR/uXrXSGpOlZzhJulrvTJAl39C9bATTVm/sMbyDrBM8813TG/uhcu6aHlpj9N3IYZ2E3t2YJOQC0d5uysO4M2UhwFlZLLu+yAjDv4ZTP58oScbMN+aCwdYWLFFs++OZ9ko7Z/Zmne8WWjFM7SfrvesdHyfaTlGmYtweAVDxXcBtuN+OyUsgFhS0dApLY87nlAvuY2Xzhfaw6aHt2MAEAcqKIlAtxG9gqAABScfMa5Kj/euieb+/csn1PV+m2CgNB6HllJK8q/XP/u9/9Ls4991ycddZZAIAf/vCH+P3vf4///u//xsUXX1xyff1ha95Ub731FlpbWwe1Lf1BY1rRX1j6/9tla61t+N1y9ORRRvnwD+5glB995b3I47K0leWzLLV2DTX5EzQWIXVlSb7niLzPx7lW8/1u2Qv4XLZfPomIcXI2b44p+LMp6fD1yZPGvrvbHM9n0iRVJxlvLmvbdAVsD0bXqLPBbOf6dvM7wxtJu509ObOOnYeZ6xvjLP0321AXd9ieWQMCLhbub5eknH8stFTPtMByH3AekuTcfH/SMRwOb5HjlKg3setHULZOssc2fK7R7/sKJlXf0oqoIRKr47lDHeNZ/lbBx2C5O5ctST5sybx96xSW/hdTZ5R9QKTVChzWKbxBhJVVzvFdPdunnV2ugfcg09/kVcXy9NNP49BDD+0tz5kzB8CmMdltt92Gr3/96+js7MR5552HDRs24GMf+xjuv/9+w27qZz/7GS688EIcfvjh8H0fJ510Er73ve8V3YZ58+aV1ugiKHlidePGjTjiiCMwYcIEnHXWWZg5cyZ22mmnijdMCCGEEGKoMxgRq5lMBs888wzmzp3bu8z3fRxxxBFYsmRJSXX1h3333bfXg+vwww9HvM+X+nw+jxUrVuCYY44ZtPb0F41phRBCCCH677FaLIcccojtW031XXHFFbjiiiu2us2IESNw5513lnTc/fbbD4888giGDx/eO57dGn/9619LqhsoY2L13nvvxbp16/DTn/4Ut99+O+bNm4cjjjgCn//853HCCScgQcl/hBBCCCGETVtbm1FOpVJOT6p3330X+XweY8aMMZaPGTMGr7zyyoC2sS+bZVhLly7F0Ucfjaampt51yWQSu+66K0466aRBa09/0ZhWCCGEEGLb54QTTugdY28ez1aSsjxWR40ahTlz5mDOnDn461//igULFuD0009HU1MTPve5z+FLX/oS9txzz0q3VWxDrPzCiUbZZ6l60iyv+Y/PWXWM/Y5pLBxkSKafMuXbXsyU2PhkDQAAXtLch6X+XsaUTYdUdpFP0z4U6s9lp5aFYJsDltiwZQHaOyLrjDU100FIRpY27QMSmU6rjlSqyyjHfbMdjSnzXBuSLNeyZRAsk1630bw3Vqw0+7e9nfrb8YPYjjs2mMelDOkj6sz+aiV51rr3h1t1shJ4/XqzHcmEeW81N7L02v7VrCdttitBkq7mBnN9XYMpM6lP2FI1via+V9hGIu6Z1yTmsBdgWGLvk3go4ZvPVbdvTyRlAvM62xnpCx/TtX2MtqlPmDI87huXPUOMzoWlaXEqs3VCOm9P1LB9AEv/o7Z33TtMnO7xWBm5kzzOfEvtyFA7utPmQVw/DLO0iu1ChoAyKpJNVgAlRqz+c/vx48cby+fNm4f58+dXqmkVZ7N0atddd8Upp5xiyLJqFY1pRX+4/8V1RjnhGMPxOIT3OWZv0xrAJUt1JJSmg5hFcuApQuhqw+8zfq26rJbqPfOdx1npLek/r3d8ltrjEFpP5YaEuSDOnQEgnTXr7OkxxyXptLm+q90cA+fz9suJ7QI4GiqdNscY7WQ/8H6H/Z2CpfyNSbNcFyv8PSTvsB9K0fehFB2D7z/r3nGNx6z7LWpMFnEM2BJ636qTanS0K8L1wLGe7nlHy2yrKj6XAdD1DxGiZPllWQFEyfR5PVVRjhVAjq09Ij9g7c8m/viLsjDIOqwA+h43nY/+fjXQ+Cgvs3156VgHn77y/yFhBdCX1atX46GHHsJDDz2EWCyGf/3Xf8WyZcswefJkXHvttZg9e3al2imEEEIIMeQIQy9y4t+1DwCsWrUKLS0tvcu3lkF1hx12QCwWw9q1pn/j2rVrMXbsWOc+A8nMmTMH/ZgDjca0QgghhNheGSwrgKHE008/jZdffhkAMHnyZEyfPr3sukqeWM1ms7jvvvuwYMECPPjgg5g6dSq+8pWv4LTTTuv9cnDPPffg7LPP1iBUbJVdfvhro/zWrM8Y5VgdRZs6Hth35ppZhzmKkyNF8z1mdFqsyREKxb82c+QB/cobxjibS/RvNvyLNsPJrZz4pSUQCjkJV4+dZIvP1aN9vMAsJx3n2kLLgmaznXUtZqRnjqISXRGCPGERhmZk7bomsw4ryqDLjAgAgPXrzfPfONqMXh7bVFj+OXaEfe+0d5oTIpxkq7XJPI/merOOdC46wQDfjg0p815pSprnWh+3r3PCMyMmYl7hkMB8SPe845d413UrVEdP3ny+e3J2f3MkKEebpmLmuXKiLlcSKU401RijCGvY94rdrsLPnlUHXbM2vwWM75n3DkeT8DXia5DJ269y/gE/EaOkbhwBFHENAfs6cx+3pSlBoEfPtyPyg6PYOSK6naTYdX2idbrs/HlVwkdY8u/1m7ZvaWkxJla3RjKZxPTp0/HII4/0ypeCIMAjjzyCCy+8sMRj9598Po/rr78ev/zlL7Fy5UpkSL2xfv36QW9TOWhMK/oLR5v+/oV3rG1yIb2faBz46+dWG2VXhmX+9OQtOLEUv0cSjjEbH4cjsnjsHTUmAQAvQnHBcERgUEZsLbcrGY9OZtmdyVO5cPT9+xQm29luJ4F1JbTqi08dlqcItXfbOAmqnfCmJ1e4PLzebEOTIyHWDvXmmGMkqYasSDyOELRqtDfyrchPkwFJ1uRaFvHg8Hoep7i+snEEJUdDWnVW4FyjEmC58rvxcXnsGHVNXEfkz4QcR5NyHVwu4vGOSiTFUe+cEA9wRKxSmaPci0lexdcgqr/4mElH9Hjf7otxVuMq4Hnue6mY/WqNt956C6eeeir+8pe/YNiwYQCADRs24CMf+Qh+8YtfYOeddy65zpKv4I477oggCHDqqafif//3fzFt2jRrm0MPPbS3gUIIIYQQ2yqDkbwK2JQ1debMmdh///3x4Q9/GDfccAM6Oztx1llnlVxXf7n88stxyy234Ktf/SouueQSfPOb38Qbb7yBe++9F5dddtmgt6dcNKYVQgghhNg0qVrOxGo5+1Sbc845B9lsFi+//DImTZoEAHj11Vdx1lln4ZxzzsH9999fcp0lT6xef/31OPnkkwv6ag0bNgwrVqwouTFCCCGEELXEYE2snnLKKVi3bh0uu+wyrFmzBtOmTcP9999vJbQaDH72s5/hxz/+MY477jjMnz8fp556KnbffXdMnToVTzzxBC666KJBb1M5aEwrhBBCCLF9WQE89thjePzxx3snVQFg0qRJ+K//+i8cdNBBZdVZ8sTq6aefXtaBhCiEH4+Q1zY6Ek2xpKbblNCw5J6TROW7bBmP1QqW+kdgJZUC4JH8irex2lmEgTZndAl9luCA1lO70rbZPSfq8huonKekR1lbNl2XNqXVI3PmNalr3tEodySGmeWgCcyGjLmsM21ek3r6PjxihClpcn3Y9/SY5/L6G3wurUZp4g5moq6RjbZcK00JsXoy5lWoJ9l+c53ZhmGOJFI99YWtElIxsmeIFZahAXYiqfrQTkLWl4xndnAWtmyfJ4kCkrukA1Oz3Z01y+m8/ZyxNL2OEnE1xs1rkPJN2wOX7Jxh2b4fRmdKytOzFgvMdiUC236hL02OrFF+nKWQZn/W++a58jVMh7YvZy5kGajZzgbPvO587sVM/OU8815oiDUa5c6kee+47AYa4+ZnRjakRIYefyb0uXey1Tf6BwZvYhUALrzwwqpI/5k1a9ZgypQpAICmpiZs3LgRAPBv//ZvuPTSS6vZtJLQmFZUGpb9A7YklJOYZIsY9/EnRiLGCYfMMiemdCWFivH4lDax3LBoLOm0ArCWlGaT4ko4GnUMPrdkjMckdqWZvPne5Doa68z3Wyplvpvejdtn2rbB/F7h0zXi5FXr15MdkeO7UIaSbGXovddDlgajW8zz2qnVHrMNp+S+UcmDrIRPjktq+YxHSMKLeQXaSbQKS9md946V2DTqmNF1WgmarCxa3Aaz6LL6iOqOkM7DTrJlw3VaX1Ejr0H0RbLk8FY7o7GsJiKGdpyLzpVEj61R+CO2GOl/f4lKwgWY9042UaqlVOXZniJWx48fj6xjLiOfz2PcuHFl1Vn9KyiEEEIIIWqGnXfeGatXb/KF3H333fHggw8CAJ566qmtJuASQgghhBCi2nznO9/BrFmz8PTTT/cue/rpp/HlL38Z1113XVl1Vt8lVwghhBCiRhnMiNWhwqc+9Sk88sgjOOCAAzBr1ix87nOfw6233oqVK1cqyZMQQgghRI3heeUloqpBJwCceeaZ6OrqwgEHHIB4fNOUaC6XQzwex9lnn42zzz67d9tiE7JqYlUMCcZd/3OjvPYbJM9zyKS8BEldW0zJKEvqXTJ9JiCJvFeiFYBTFzUABGQF4PksJTbx2eTAIVVjI4SQspuGnilxdkmr+Ow5C20jZ85sMa9Jd9yU0wNAWw9lkM8UlqI1kGtEENgyqO4uM/R/+avrjHI2O9Iox2Nmu3YaZsq3AGBEo1nn2xlut9nQWKN5DVpTdp3D6gpLVeKU2d3OZmrfj3GShCfy5nVN5KgcN8vpmH2NArrygVf4ucmS3M337fNM+oWl/w2+KWVPhOazm/fs11vIGY/pfowH9Pw7pEKpnHmd2ArAi7AT4GMCQDxW2JKgvqeN6iAZady2SsnFzPsvnjPPLZEzJYshPau5mB11yNs05t43yqaBBpCnNviB3TfZwDxOZ8ysJRMnG4n4luuajw8RK4DQs2WQRexTy1xzzTW9/z/llFMwYcIEPP7449hzzz1x/PHHV7FlQlSXE6aMtZYtXPq2Uc7R+JQzv+cdr/4EZ8K2MpGXJnkG7HFcggZULI/nYbTLXgD0PudmxOhHpRSNPV3Zz/kwfNw4tZutFlyWUCmS6TcmzXIDSf9ZWuyCj7Nxgzle6O4y38MZGgslk/Y7LU7py2PUbpZBp+i70ahGeyzE/ZPOU3+VIWgdDI9FSzIeRsvOA3rX8jZRjwlnlwccVgBs6Ubbc9e4Xv98He2M86VlpHdtU5wwv9D+5W0T1QTLoYAWWNeZx/JF9Kf9rWQA7le68HmyRXB9rvt9bga2d6kGvuc5rSqK2a/WuOGGGypepyZWhRBCCCHKZHuLWM1mszj//PNx6aWXYuLEiQCAAw88EAceeGCVWyaEEEIIIcrBR3k+odWfEi6dmTNnVrzOWuwHIYQQQoghweaJ1VL/apVEIoFf/epX1W6GEEIIIYSoEJutAMr5qwXa2tqM/xf6KwdFrIohyZhv/9Qor/mPz1nbxOtNCamfNG9nP8EScBICODLBsRVAmDelqz5l0vQTnLXdkQ+V2hVQnQhY1k+ZHl02CP20HHDVyZkzQe0MekwpNsuRXfgxklLFzXIjrc+22PLjsU1mZnHPa6QtzDpYYus50pdubDDvjThJp95Z026UV+9gWgPsNMyqEvnAPG4PJYfnW6MnZ7Z7h3pTUg4AMZjXgGX8DXnzgz8emPd0zrdtEDKop23MezoZmtK1uozZF0nflJADtvTfkqGT1D2eIJsJxyRT0jOfxWRo3n/xvLme2+C0AqB7gyX33H8xOgYAxGgbj59flmPShef9AaAOdB2zZh97JOOHb55rnOwaNh2YMkLnemg9SZSS5nMVRtg5AEAybd4bsQzZWdC5Z+tarDoycfP5zobmPZsjOwsj4yx/ZlWJ7S1iFQA++clP4t5775WfqhBFcPI0M8Pw7U+vMspZlhI7PtpYuh6jcSDL+BOUOpvXb6ojWlJbiGI+gVki6lO7Avoc9x1jNp/e5wnffL9lSMreU9iRB4AtBGYVLiv/c2Rb05N1WNs4lvUlkzHX83WOcbpzxzK2fEiTNVh3xhxfdWbssXo37ZPm8X7I14TvJYe1Ap2LT/cbv679st6B/JyYdeRddySffoQXAH89ctmesfSf7QK4Dn70XNZ0/Oyx9USU1Nq1mu0DQssuzNyeT9VtJ8J1FP4UsD5jHD4IvvX9s/BFs2T+jv4cDGm6ZU1RYv8C5r3jsp0YbHyUaQVQI2Pa4cOHY/Xq1Rg9ejSGDRvmnLcJwxCe5yHP8zVFoIlVIYQQQghRNHvuuSeuuOIK/OUvf8H06dPR2GhOzF900UVVapkQQgghhBAmjz76KEaMGAEAWLRoUcXr18SqqAm61m2wlsUoEjRG0aSJhlTB9V7cjsgKMhSNxkb+ZPiOgOq0omTtZT79UhxQnRxNGvIxi8Bz2HRH1cnLfIp448Q1yNoRlpzwin9C9XNm/ya7OozyDl126H1ilBmN19Q62igPrzeT3bzfbV73uqTDstwzo+QCchRvbzePmcuZ69vSdmRtXdy8rsOazX06uvkXVnM9R6cCdlQbR/NxlGZD12qqwL7OG1vGG+Ue35wQ8ZJmVGFj2kxQlOyxr1EQM9vlJSj6kU33Y9G/yibyZoRlkiIufYr8DCg614/b/cn9xYmn4nQMjhwF7Ehtfi44CtbL02dK3n5uPCsBFkWTJsz7lZNCcVQsAMTouLFu81nzeyj5FyXqS9SbyQABIKB28M/v3Dd8TbjdAJCN0bkFlESvBpI8hSgjeVWN/Lq/NW699VYMGzYMzzzzDJ555hljned5mlgVogCcvKqcRFNWstCICFZX7iUrmtRKClM4Q44zaYy1kb1NXwLrmA6VlqX8oDKtLyryjr4B24m6aPxF48RMlt6HADI5Gh/QcTlilSNcOTEVYEexcR3cN51pczzRnrbHQp103Pq4uQ9HAHI0miuirYWjNGmTZIJDgq0qLKxEZhFJjVxRc1YUa8S9wXW6voJZEasRiePs58yuM+rZ860IVrsOxr7v+boWTnzM0dGAM5e0gfUsWhHCrrBNioim58DqTyu6PDoCuGQczexvPKkrurdvfw6BgNWyZf21YgXw8Y9/3Pn/SqGJVSGEEEKIMgngIShxorTU7YcaK1asqHYThBBCCCFEhfC94ibtXfvVGgsWLEBTUxNOPvlkY/nChQvR1dVVVnIrJa8SQgghhCiT7S15VV8ymQxeffVV5HJ2JLYQQgghhKgNPG9TBHCpf7USsdqXq6++GjvssIO1fPTo0fjWt75VVp2KWBU1wW63/a7fdbwz9wxzgSN5FSe8suwCLJk+SWEdmhErwVXMlEkHdMw8JYkKc6WbJ7MxOifMcpmHMyEbz/vRlgSc/AsbNpp1Zsz1fprk3Q6j6FaWt7Wa8uz6+lFGOeaZVgENSVt+3FxvXpNkwkzotO49SlJG3cXyGQAY3/iO2a74cKPc1Whe51ENpqS+NXjPqpNZ75vn1uU3G+UWkronOzdYdbTCTJqRaDTrZLk8J2fyA4eUneXvJHeJk6w/TxLxbNzsf8BO8sR1+CSpDynZVSywE08FPiW4YysASr7kOtc8JVsKKAGblyU7AZLcswQfgCuDhVnmzxVKXhWE9qs8ljGfE799vblBB1k6UJ3+SIekLmV+dqXrh1vb9CWk3245qRkABGSlEBXJmYptuddysdI/GweCMCzDCqAGLA4K0dXVhVmzZuH2228HALz22mvYbbfdMGvWLOy00064+OKLq9xCIYYun//wLv2u4/cvmGMOTlZlyajLIPLLsisPqiVppvW8fRnyV05wxedajKQ2SvrP7R7ZaL5nu7KOpFAZsumhd3t3urAVQFeX/b0kTfvkyZIgT4l+6lPmu7zDYQXA9gB1ZAVQR999+JrFHYnQemj8nszT2J2GKXzN3MmXCi+IumaAQ5pO6znhkGUn4LhBQz79gI9BdVpJ4lzJlsyyfX9SsyISU21aRmW2ObBsEQqv37SNWbZk+FTk7Z0fKWSNxt9RWUJv3TuuOkuEh9mDNVHY97oOhajPbd0KoC8rV67ExIkTreUTJkzAypUry6pTEatCCCGEEGUSopyo1dpm7ty5eO6557B48WLU1W35seGII47AXXfdVcWWCSGEEEKIUtlsBVDOX60xevRoPP/889by5557DiNHjiyrTkWsCiGEEEKIorn33ntx11134cADDzSib/bee28sX768ii0TQgghhBBi65x66qm46KKL0NzcjIMPPhgA8Nhjj+HLX/4yPvvZz5ZVpyZWxXbD6Kt/YpTXfuN0axuW/scb6guud8k57Do5WznVwbJfInBYFkQRZAv73TntBUjaw8eNaicAeD5LlMzjcLv8LlOuHHNZKdSb8uNU0rwmLCOviw8zyl05W37MUv5hTeZxN7aZ1zWTZVmPHW8Wg3lu41JrjHJ7osUoN/imJHz4269YdXIG+eSo3YxyZ4qk2Jyhfo0tZYi3mxLwYWN3MspBs1lnkEiZhwjta+Tl6F7JF77/gpR5zXIpOwN9Pm4e12dLgny64DHYwgAAfJK7x/KmXYCXM8thzH5FZpMNRjlD9x+bGsQtWb/j2cvatgV98XvIoqC7o+D2m+qk/uFjpCijcYNpK5FrGmFV2dk4xii3J8xtAhLBxEH3hUNS1x2Y/dmTN59X3ifZR/6flRVA1Vi3bh1Gjx5tLe/s7CzqvSiE6B/Hfch8/h59pbCdkCtKnmW6URnSWSZtZVwHQI4EkZYE/HHhzJgeJ9kzfX7ye4LrZFk1AGToXRzLc8Z0k8akOfZprbPHxB2N5vsrQzJ9zna+oSNau8BSfy6HodmOzm5z/NXebX+H+MdGsx2c5X50k/m9pYF0/K5s8SxFt68rZ7kvvN5VB99LlnzecfNEWVPYz0C0HJ77i/fhXay+cOiFo/rHagMf03FN8tZwvfC58fPuqNLxNEdYFlDZZffETxIPj/yQn//C/Q1EW4zwNcwV4R8St/0YSsJlodG3ymS8+kJy75//ytmv1rjyyivxxhtv4PDDD0c8vukzLggCnHHGGfJYFUIIIYQYbMpJRlXryav2339//P73v8esWbMAbPnyesstt2DGjBnVbJoQQgghhCiRcmX9tWgFkEwmcdddd+HKK6/Ec889h/r6ekyZMgUTJkwou05NrAohhBBClMn2GLH6rW99C8ceeyxeeukl5HI53HjjjXjppZfw+OOP47HHHqt284QQQgghRAlsTxOrm9l1110RhiF233333sjVctHEqthueOvCk41yLJWwtrEk8iR79kmGzp8knmeH8XucCjPGWdfpGCy5ydty15Al81ESBiureLTcgPsiLEIm4XF/0Llyu/nc/IxDEt2+wSjGSEaeqjMl9gnKbhoE9qd9R5qypnab/ZHOmO1qbzelVMtXk4wawJhGU0o9wouS5VHG9MZh1jbJd98yyo3rSdpPmdvj6XazznXrrDrbl5t1xJa/aZTrx44yyomxY80KmlutOi2tD8vO6brHSIbu1dvXPZ6g7Lok42eNEq+POewI2B7Az5NEju7HrEMO35MwbQu6fbMckDwwkTZl+7FwvVUnHxcZkvFbaVU7C68HrM8ZNJnPSZ4sH/J15v2bSdr2DLmYbathrA/Nzy62BgisVLpAT54sH2i9LS/cUvY925aiGoQASm1JrSev+tjHPoalS5fimmuuwZQpU/Dggw9iv/32w5IlSzBlypRqN0+IbZ5Fr5pjjCgHDtdq/ny1rAB4/GRJ7qOEwZZDkV2m7eMxxzg6MtM4fwL7tN7Gp9eulWWdjlFH1jONSdsKoKXOfAdmsuY7cz1ZGFlSd0dDLSk1jcW7usxxTJzkxO9stPuTpdQ56j4ujzGHB2hKFGENFnFulvTdcfK2rNxcwNJ/S6oN++uOdZ1t4b5Rcn314WvA23D/cruddhd+4eOWesxiton6Wueqk7G/TvI1ou1dlUR8eHEr+Cst2yK4dmKpf5Zu8mKsAIIY32+Fv0snbF8Ui773PT+71cDzvLLsnGrRAqqrqwuzZs3C7bffDgB47bXXsNtuu2HWrFnYaaedcPHFF5dcpyZWhRBCCCHKZHuMWAWA3XffHT/+8Y+r3QwhhBBCCNFPtqeI1blz5+K5557D4sWLccwxx/QuP+KIIzB//nxNrArRlxVnf8IoJxopSq6IqE0LK3EPRZ/GHb/ilnOcvnU6kkZxZGiQKZwsiNvA+7vgiEr+idAZwRpRL0f0hhRBmNtoRlwC9nXyqR0NlMhn3DhKttC4u1VniB2McmePGVWQSJjn0dNj9u876+xkAG+MNCMAveFmO+p8M1Khk5L2vN26l1XnyDozOpSTLXGZQyziI+2Iy/p2s7/S6zea7Vq52iinOszoyNQ4imAF4O9ASWwo2hTdFGHZYyYt8x1R2aCkb2HSfH7zdWZSM3DEarfjXspxf9E9TQmzXHDyrjx9BuR8OndOVsXRqADQZfZPSMewIr/5eXclFKszI7vt/jNDUPIUjRrPmtcIABooBCBXb+6T98x25impRi4sJsrFPAbv0fdMXcmwqsH26LEKbEpOeM899+Dll18GAEyePBknnHBCv6VUQgibB16yFSiF4AhA12dOgsZ5fiw6sq7fcLRpEdF8UR+XdiQjb+EYh5d4bum8+TZqSNjjlpYUvQMDcxzDyYE4gY6LbJbGyRRpl80WLnf32N8POpLmsnoqtyXN/mquM8stSfsz3o52pnLUubtDGY0SB/QVEyQXmTwtIoLVdT/ydyjOZ2vHwEZHLnJ0aJquc1R/cnlTnYUPy9HhfK6ho4OtOiOSzxXzfEddR+tW4WM4lIlRCca4Tt7e1SaO4A88vlcKR1RHRay6kq8NNp5X3HPl2q/WuPfee3HXXXfhwAMPNO7TvffeG8uXLy+rTo1+hRBCCCFE0bz44ov4xCc+gTVr1mDSpEkAgG9/+9sYNWoUfvvb3+JDH/pQlVsohBBCCCGEzbp16zB69GhreWdnZ9nWBtU3cxBCCCGEqFE2WwGU+lfLnHPOOdh7773x1ltv4a9//Sv++te/YtWqVZg6dSrOO++8ajdPCCGEEEKUgO95Zf/VGvvvvz9+//vf95Y3T6becsstmDFjRll1KmJVbLOw9D/VakqHE80kJYadOIoJ0qaUmCW6rgQm1oeNJcsnKUaDKeGNOawEgqwpRfe6SLZL7XQlwGIsaT/rToqA62DJsmWVwPYCLklzu7mPT+fmt5lS9oac2TdjdrXlx20p89p3NJrXPZ0x+7x7uCkR7+62+/Mf75p17NRiyqTH5P9hlFOUBKkHlBgNwPspU3bfkjWTVTR2rDXKftaUmYdjxlt11o0wf52r22DW2fXqa2Z5jbk+Vm8n7kqOGWcuIBm/la0i3WOWXfdniu4FshfIpcz+yybNa+pTUjPATlYVy5ntiPeYNgmJ9netOpp88zrH6sx7PJU164h3tZkVsC0CgIDsAfx60ybCSkRFSd7ynXadbK/gN5rbxJNmu+L03HgOWVm6dYxRDhrM65rN2wkBo+CEVtmAbA9IO+X1Ednlg2hrgcFge7QCWLp0KZ5++mkMH77FAmX48OG46qqr8C//8i9VbJkQ2yY99JkelVcmRmPPpCsplCW1Jmkr/QDEr/JiZL0src5Tu/lT3CU/jvq0tBS3ZGlgJZEBkIkYFnP31tH4tTllf1/gpvNxE5xsia5JvSMhVlfaHGN0kLS/rY3GU4QrAVGOxt5pTtxLNFCyqmEpO5Flis6Fr3s2R1LrIlI48v3GX1M4f6Ujf3B0pkj+6mMlnnK0y8rMRUX+4ZTrcOVaipCmZ9jyIR9tBcDS8mRUciT+uup48qxkYBHSf+sQEXJ41zaW1QL1r++wheJz5/7hBG3WveQ4d+uzjPbhy85t4M9kwDzXoTA3uT15rH7rW9/Csccei5deegm5XA433ngjXnrpJTz++ON47LHHyqpTEatCCCGEEGUShOX91TIf+MAHsHbtWmv5O++8gz322KMKLRJCCCGEEGXjbfFZLeWvFmMFPvaxj+G5555DLpfDlClT8OCDD2L06NFYsmQJpk+fXladilgVQgghhCiT7TFi9eqrr8ZFF12E+fPn48ADDwQAPPHEE7jiiivw7W9/G21tWyKiW1rs6HEhhBBCCDF08OE5I5WL2a+WyGazOP/883HppZfixz/+ccXq1cSq2GbZ+b9+aZTfv/pLRjk5aqS9E2kcgh5TYhOQ5D7IktS9CMm9X29Kvr2UKa227Ah8WxrkU6bxIEESXMr8zhYGoUP2E4JkZmWEVAV8/iQ38rjMmhLHMUOyPUCdKctnWwSf7QUcH/YsIU5nzW12GGbW0dRgXpO/r3TIyqiZXTmSStFlHdZhWgN01Y+w6uQM8w1dpjQ98c5KaoR5v4Ytw8F0jdndrGO4aTeQePtto7zx76vNQ6w3rRcAINlOy1rpXEjqHnR3GWW/udWqEzGzw0J6DvzQvNfSCdMK4F3PlK0DQCZv9uewJrPdo9teN8rJtnesOlLvm9ctGadMzSwj62o31zu0an4D2ZLQZwICfjbpHs/aWX+RZI2SWfbb3zfX95jXhK0XAABkBZAOzHbmQvMaxT1qt+NZZPOPHFkDsFywLralzrgf/Xk7GJTjmVrrHqv/9m//BgD4zGc+0yv92yw5Pf7443vLnuchX8R7UQhRmBOmmO/qnz/7j61suYkE2045PnLipN/MU9ZrltiyNYA7u3nhMrcjb2mx7Tp9aifXwZJ6y46gmOEsb0PlJhqbuyYSuM+TMfPdzNYALBVOOKTa8U5z/J5jiXgdjZWo3cmkw7KALXaow+riZrmJrABY9g8A9WSVwHWyjNrOam9VaY8Z+N6i1a462NaI+4f3YesEtxWAWXZJvM1K+Zh2Q+0s9uZ6vu49WfO96pbYF7ZL4mvCD7RL3m09iwWPYOOS2FvS/wirBW41WwUAdn/yZx0/e9wul4VGQJ+PIVsQ0GPBbXA4+8Hv851gKExO9kaglrFfsey666548803reVf+tKXcNNNN+GQQw6xpPjnn38+fvjDH5besK2QSCTwq1/9CpdeemnF6gQ0sSqEEEIIIUpg0aJF1W6CEEIIIYSoIZ566injB/cXXngBRx55JE4++eTeZeeeey6uuOKK3nJDA+WeqACf/OQnce+992L27NkVq1MTq0IIIYQQZRKGRUZE0T61zMc//vFqN0EIIYQQQlSIwUheNWrUKKN8zTXXYPfddzfGlQ0NDRg7dizvWlH23HNPXHHFFfjLX/6C6dOno7HRVA9edNFFJdepiVWxzbLyCyca5caxpjw530nSVwCxlmajzLJ9zl6eJ2uAMLDj/EOS4bPKya8z5bQeWwHESn9MPcoizvYCoesT0GwmgsChx+pbRxFWAfY2JF0hXYTLooDxSErtkTUAz1gkM6YtAgAkGszj1JNseli92RmZOrM/e8baMumOTvO4bT3mNplh5r0Uz5vyeBfJnHl/sZwblMk9v86UrsfYRgFAfJj5osolzHbVjx5tbl/3hlHueock5AAae8x2esNY10PXjPUweYeUnZb5HRuMcrLbvK7NJKFpa7GtFd7PNhnlAKYFQUOjee4juuxz9d57zyxbuke6RmnK2Ot6buh5RZYexgx9htBnFz/vAOCPMK1OwnpzwODlqM8d9wrDdgxxz6wjSdeV18dhH6PBNz+b8iQnjJGdQNBHa+XFOyNaPDgE8BCUKOEqdfuhSE9PD55//nm888471vviE5/4RJVaJcS2ycKlpk0Py4+7yBImTeMtP0mWUbAlt5YEl/BY6+qSChesAWD1rJVF3KHr5Szrdrt5B6rScV5se8DtYMlzkuTvrld5ECF3z9BYk22pHAp7qz9dEuVC6xtS9neIJL1n65Nmmc81Ru/2lGPMYfefuT7q3nJhDa+i97CWWJnbI+q0rCscR/F5rwjpehENt5+DCFja7mpoVLP4M8R6rhzfFS3bgxIvq9NewONn0Vxv3fIRdiMuIq8zn5bjelgfMxHt5mfAZRnRtx1D4fd23/PKelbL2QcAMpkM7rjjDsyZM8foz5/97Ge44447MHbsWBx//PG49NJLKx61euutt2LYsGF45pln8MwzzxjrPM/TxKoQQgghxGCyPXqs3n///TjjjDPw7rvvWuvkqyqEEEIIUVv012O1b+JSAEilUkilUo49NnHvvfdiw4YNOPPMM3uXnXbaaZgwYQLGjRuH559/Ht/4xjfw6quv4te//nXpDSvAihUrKlofoIlVIYQQQoiy2R6tAGbNmoWTTz4Zl112GcaMsRPFCSGEEEKI2sFHmRGr/4znHT9+vLF83rx5mD9//lb3u/XWW3Hsscdi3LhxvcvOO++83v9PmTIFO+64Iw4//HAsX74cu+++u6uafrM50r/UyHFGE6tim2WXHxb+ZePdyz5vLePfVGKNZtg5y/Y5w3dAkl3AIduJsAZgPEfkT0iy3aCnp3A5Q7JftxbDPC5JhSxZf1B6RBLXEdC5xdgGwbUP9zGXqb8TzWusOse0mMtirabfC2ci76Fs8ilHxvR0wuw/7q42DDMX0M0WOLJ3hpRBNtti7jQiZ557vNuURgddtlQ6sdG0C8iP2NncYAdzkoRl5vlMtIVBkKLnpsVc77qnLeIkW2RJPdkPpNaZGSbH+fa9VNdsvvB7QtMGIcbyeJcdBj/P1MdBuvCzGGZt2wPuY7YDCXrMPs+1mTYIviPrb6zD3MbjezZt1hlS2WswrQMAwM+bnzvJkM6VPg9Z+t+Y3WjVyZYYIT0HPQmzHd3+FjsHP/LTc3AI4dnZi4vYp5ZZu3Yt5syZo0lVIQaJk6eNK7j+yodfN8p1lGG+mC+MVlZqdqaypK8OaStp/a0tWC7LbXBE80dlL4/C3t+ViZzLlEWcygnHODpFEvos2YM10buatx9W75DtxwpfRy7zd45kwh5bJqjOJrILaEqxrU90xnRLzg1uJ2h9NFG3LFstOIdsXKd1kMI7uH4D9dmSzJKA0/eBIOKZcByIt+FrVsz8T4zaYUn7S7znXXWWbHtQhGVBFPw8830A2BYQvI39/NM97jiRqM8/7hve3t01YZ//Vf8X9/5GrK5atQotLVu+9BWKVn3zzTfx8MMPR0aiHnDAAQCA119/veITq7feeiuuv/56/O1vfwOwyXf1K1/5Cs4555yy6ouywhlQbr75ZkydOhUtLS1oaWnBjBkz8Mc//tHYZsmSJTjssMPQ2NiIlpYWHHzwweju7t5KjUIIIYQQYiD59Kc/jcWLF1e7GUMGjWeFEEIIsT2zeQy0+a/QxOqCBQswevRoHHfccQXrXLp0KQBgxx13rGRTcdlll+HLX/4yjj/+eCxcuBALFy7E8ccfj9mzZ+Oyyy4rq86qRqzuvPPOuOaaa7DnnnsiDEPcfvvtOOGEE/Dss89i7733xpIlS3DMMcdg7ty5+K//+i/E43E899xz8NkNWIgy2OGKWyO3abthjlGON5vJb6xIM4ehexgVnUfrOdmVq07bdZsTCliu8WbZ4bofUtIdjhTlxFIcbbppYeE6vIi0ga6EWAEn1aGcY1airjpze98RYdnUYyYg6qk3IyyzoRktuTFtrq9P2T+L19O7gxNgMR71d8qRzCobMyvN+WbUYUerGW3aOtr0tsGbZgQLAHhp84t8PmbWGdSZEYItu5vH6FlreyryPR5SdGQ+br5qYu0UucgJnwA7gRNHsPIz0GGee13uFavKUaPNmydbZ4bSxrJmBKbnSqpFCcM4QpWfZ442zXfT9rD7z08kqEzJ56i/su12Ir4g95ZRjnPSrZR5jawketz/ABLd5nVrTJnJvbwUPe/UTlfCtnjO7I9M0vyM7RuhCgAbs1uuWYfj8lSDIHQnMonap5b5/ve/j5NPPhl/+tOfMGXKFCToni3H9L+W0XhWVJtLj9ij4Prv/dn2k+OoSyvCjV7Nrgg2hqPioiIEeVxYzEcjR3axAoCP6ZK28nCUzz1PYwyOpI2H9rObpMY30bCljsarWRoz93CYnQNuF5OlOqwkRwCSFM08osFsV0uKkltxUsmYXaeVvMoKbIxIFlZEsiAmzy9SR9eUGrFqJXBytCIqujnq/nNHwVKksRVxTvcjfQVzRY9byZMiIio5eZoVnbqVZX3hiPVK2B5FJZ5yHYOjqvn+sxPgRUfFRydoM8vWOM/R0Fjf4wyBcaGP8qIuS90nCAIsWLAAM2fORLzPd8Tly5fjzjvvxL/+679i5MiReP755zF79mwcfPDBmDp1ahkt2zo333wzfvzjH+PUU0/tXfaJT3wCU6dOxaxZs3DFFVeUXGdVJ1aPP/54o3zVVVfh5ptvxhNPPIG9994bs2fPxkUXXYSLL764d5tJkyYNdjOFEEIIIdyUkbwKNZ686uc//zkefPBB1NXVYfHixcYXjnKzqdYyGs8KIYQQopbxPK8sn9FS93n44YexcuVKnH322cbyZDKJhx9+GDfccAM6Ozsxfvx4nHTSSbjkkktKblMU2WwW+++/v7V8+vTpyLE1XJEMmZ/K8/k8fvGLX6CzsxMzZszAO++8gyeffBKjR4/GRz7yEYwZMwYf//jH8ec//7lgPel0Gm1tbcafEEIIIcRAsDl5Val/tcw3v/lNXH755di4cSPeeOMNrFixovfv73//e7WbV1U0nhVCCCFEreH1468UjjrqKIRhiA984APG8vHjx+Oxxx7De++9h56eHvztb3/Dtddea/i2VorTTz8dN998s7X8Rz/6Ef793/+9rDqrnrxq2bJlmDFjBnp6etDU1IR77rkHkydPxhNPPAEAmD9/Pq677jpMmzYNP/nJT3D44YfjhRdewJ577ums7+qrr8bll18+mKcgtmFyHWZiGk4a5SdNOa3L0J0l9CBJDXg9yfhdVgKW/L2hvuB6K5mVI4EOS+7DwNzGkv47XOJdUv6C6+ncwyJ+8bLsBEhu7JEkFY5EU0zcM889E5r7FPNDXCputqMxYcqe6zzzGtSnzS/J9R1mUikX3U2jjXIutnXvGgBuJ3+Srtd1krSfkpLxr5Bd6+wERImWtUa5fvhbtAFdA5LYc+IkAPA4KVl9PW1Avwvm2DLCPvfE+tVG2W+hRHIx894JY/Yr0qsz28FJDPjcEvQZEeuyPRU5IRvf4yzTjzWadg38fAMOGRRJ/+PDh5s7DDcTuMFhQcL2AA1tZn/GG8x2ZCnxFFsDAEDom8dpT44wyu9nzcFUT27LeXTnop/twSCAh6DEYWWp2w81MpkMTjnlFEnZ+6DxrBjKjKxPWMtYCpwmGbk1ZKMFLG0H7PESH6Oekinx9s4fnSxJbeHVxeTTYUmzZ1lqmUWWCnue/T7jz8NE3qyEpf52Qif7vdATM8dkDQnzGKk4S5rN9cm4XScnzWJLiBR9T0nQebnaya+COC2wZOksQ3fYC1jWFCzFJuWHM/lPxM1hS8RpvdNGorQkUHlqhKU6d+zD+WztZEvR7177Ho+Q8XOOYqfGntoV2YpooqyReDxbTDvZMsO6ZNyfbEniukYRVgl8DbldLmVT33sjyuZjMPA9z2nLUcx+tcitt96KBx98EAceeCAA4Mknn8TKlStxxhlnYM6cLXaQ3/3ud4uqr+oj4kmTJmHp0qV48skn8cUvfhEzZ87ESy+9hOCfEwLnn38+zjrrLOy77764/vrrMWnSJPz3f//3VuubO3cuNm7c2Pu3atWqwToVIYQQQmxnbI8RqzNnzsRdd91V7WYMKTSeFUIIIUQtM9DRqkOFF154Afvttx9GjRqF5cuXY/ny5dhhhx2w33774YUXXsCzzz6LZ599tjd5VjFUPWI1mUxijz02Ga5Pnz4dTz31FG688cZeH6rJkycb2++1115YuXLlVutLpVIFM5AJIYQQQojyyefzuPbaa/HAAw9g6tSpVvKqYn/d35bQeFYIIYQQYuizaNGiorZ76623EARBUQqtqk+sMkEQIJ1OY9ddd8W4cePw6quvGutfe+01HHvssVVqndjeGHHJ/zPKa79xulFOtpgZq/1k9CMVpG1pv1EHS+4dGRjZgoD1CR7JeKwM4I7juiwHChEl+y8Hl5VC1HGtjLJkaYBu084BABLpdqMcrxtplJOeKXmui5vlHUyF86Z9YqYEPO4XNr6OBWY74xvftTciWX499U+QML90e7R96HgJhG0bzOOStJ2tAnJ0zPqRts9NrtOUt2eWv26UWbru1dFkgcMk3FJv0f3pNZnPHurpoqRteTw6O8x2kQzdq6M6XPdjnOSU3PZ84evuJRz2AiyRp3Nlmw6fbBESLOsHbJ0TTXyFLeY+uRbTCsBlyxHvMu0rYu3vG+UUWQXEG8x7hWX/AJBJmtcxT8OSXDDkhikWYRnJq0pOdjXEWLZsGfbdd18Am37170s5iQ+2RTSeFUOJf5++s7XsJ08XjoLO+ea7KReYYwrOag/YsvGWpPnuiZR3Oz4+IpwAHEuKsJWKsCzgkTJbAbikr5ylnvvPyipOw+4wtMfhyVhhaX89WQPEfMou75DYs31AUypC+h8howbs/rAy0JdY3rSMjxslZXetL3xv8GFZEu6q0ZLtF2yVvd517wQR7Sy1LzYdJ6pdEf1ZxEKr1RH3SjFWH2zpwF83WTKfd7ie8UeT09agD3xNQodfQ9Q9y/1ZjCVJ33Y63LIGHc8rzv7Otd+2yuTJk7F06VLstttukdtW9RvL3Llzceyxx2KXXXZBe3s77rzzTixevBgPPPAAPM/Df/zHf2DevHnYZ599MG3aNNx+++145ZVXcPfdd1ez2UIIIYQQADYN+kv9nWkAfpcaVIr9pX97QeNZIYQQQtQynueV9eP4tvyDejFBX5up6sTqO++8gzPOOAOrV69Ga2srpk6digceeABHHnkkAOArX/kKenp6MHv2bKxfvx777LMPHnroIey+++7VbLYQQgghBIDyPFNr3WN1M6+//jqWL1+Ogw8+GPX19QjDcJseYG8NjWeFEEIIUcv4KC8BU9WTNg0Rqjqxeuutt0Zuc/HFF/f6UwlRbfIZU+ab7TBl5rGUnaU6Vm9m9Lay2hMsdQ967IzpYTZCbmyltTQ/8ly/voSWbqKwhAlxW9brzEJfYbidLJ0IKOt6jLPLA4hlzG0a0huMciJu9nldvMsoZxLmNQUAD9xfZh8n8mad8Sxlh+es9oBlYxBnmTlZAaB9g1F0ZYv3SRKOdWuNYkjHiDU2GOWGncdadebaTIl999r3aAuzHG80pey+I7Mw22rEh7Wa7RpuZo9HndlOK30nYPdx2rwGfta+VyzIboHrDNPmdbYsNoqxu8jxMahMVgBocHhTJOzPIgPOKEvnFSToGADy9c3mgohziaXN+9dlBRD3SSYK8/5LkqWGhy11JFhHWSVCeAhLtO8vdftS2HXXXfHmm28ay66++uqKjqXee+89fOYzn8GiRYvgeR7+9re/YbfddsPnP/95DB8+HP/5n/9ZsWPVAhrPilokTRpaS45tDemix3gpttgpo11R8KvHkhvbezgq4Yzp5mo7o3rhYwIAKf/h53kcwv3nGEcTGbpGzUlzn/a4uT4RM8815bACSMbNdiVoG2412yS4zj0663rhMkvdAZdNBMm1i0hRz/YAVrsijlHUuUbc5dH3p6PpERr76DvHVWlJq51wn0edu3XMYqw++DFhq4AI64BN24RULlxn1H3hWmbZh1i2B+aCwCFVGmq/sStitX9oglkIIYQQokwCbLEDKPpvgNt0xRVXYPXq1b1/s2bNqmj9s2fPRiKRwMqVK9HQsOVHjVNOOQX3339/RY8lhBBCCCEGFq8ff2IIJq8SYigz7vqfF1z/9uxTrWVxii5NNJmRdRzl6jmi9xhO0MRRrj4lyPHoSXf9ssSRjBxp5/EvbY7oVOsH1ijndMZVJ0XrRfUPJ+5yuYF7FGWYSptJeeq6KOKSk0bF7UzNeYpizcbNiL9Y3oyGjPWYCbTgipZ0RNsaUDKmoMuMEPQ4KhEAovqP7gO/nu7XYY57p85MYhTQvcPJrfJp87zyjuse5MxlDdTuWA9F/HL0riM60nrj8XPA0aiuCGzuP0r+5VGkqMfJrVxJtbrNiOg8fWbwc+TFinh188/zGTOS1qNo6ARF78YazQhhAMhTcq9M8w7R7TAOat+PPXXmcTJh4Szovhc4/19NhqIVQHNzM8aOtaPLK8WDDz6IBx54ADvvbCbE2XPPPa1oWSHE0OTcAyYUXP+zZ94yynEKM+QkRy4y9B5NRkRx2kmkbDx+vXPSojK+5Zf6meyK1LOWkHKJ9+HhqmedmJ2ohxOK5klIkqUIV45OBew+5gRZKR5vRUXqOZZFRfe5IgL7i8u73FLo0b3CSYqsW6moiNUIrEhGV4Rl4XJZRNRRVg7NiEhPhu95V3Qpw/cGJ/ayo5uL+Myg4WJkK1z3EpX5frM+2Thq1tWuvk0fArOTili1KeXcFLEqhBBCCLENcc0112DkyJHYd9998Z3vfAc5nuDvJ52dnUak6mbWr1+PVKrw5LgQQgghhBBDnZpJXiWEEEIIUcv0J2K1rc2Mlk+lUv2emLzooouw3377YcSIEXj88ccxd+5crF69Gt/97nf7VW9fDjroIPzkJz/BlVdeCWDTL/pBEODaa6/FoYceWrHjCCGEEEKIgUfJq2xeeukljBs3rqhtNbEqRAVxWQW8deHJJdVRlDUAya9YYctyeC9OCYscklx7CSXd8ki+nbZl6pG/6kQltypCVsbaC05yZCflcVkBmG33s6Y8O+RkXyS9Dn3HRyedO0v/OVmVx9L/uKNOTlLEupPQkfCq7zEcCca8ZMT9xf3H947D3iHWOswo13OdEfdFbmObtSxLCbECkscHHaaVgs/JmlzPTdK8p0Pqc0u270ooRvUGJI8P6Rg+Sey9jg1WlWxNEWkHYiWnc2XRoDr4OmbpmpBFge+wUgjo3IKYWWdAzwU/R5mEHeHYFWsxyvmQJIiUoCoItqznBHHVIgg9BCVq6jZvP378eGP5vHnzMH/+fGv7iy++GN/+9rcL1vnyyy/jgx/8IObMmdO7bOrUqUgmkzj//PNx9dVXVyya9Nprr8Xhhx+Op59+GplMBl//+tfx4osvYv369fjLX/5SkWMIIarLv083rT5+/dxqo+yyAogaxuV5HGPlWnXYDfGCwupuO7mVox0sAY+kiM2jkhol6LXK7w3f0aZ6eifmqP9ynNCV2+RoZ5QVQAM1lNfHHAmxfLpufB+wnNa+zNHvUJaRW0Nix1jTvt2ojojti3E047FIZEIn5w0ZfZyKU8YxrRxQ1j1buvSfu4OfZ9+qk9Y7+pMdMIKI+624hFiFyy4riq0fsfT1g8G2bgVw4oknFr3tr3/9awD2OL0QmlgVQgghhCiT/kSsrlq1Ci0tWyaXtzbx+dWvfhVnnnlmwTp322035/IDDjgAuVwOb7zxBiZNmlRaQ7dCS0sLXn75Zdx8881obm5GR0cHTjzxRFxwwQXIZgv/4COEEEIIIYYW5Saiqo1pVaC11c4fUUk0sSqEEEIIUSb9mVhtaWkxJla3xqhRozBq1KgyWgcsXboUvu9j9OjRZe3vYuLEiVi9ejW++c1vGsvfe+897LzzzshTAjshhBBCCDF08bzohGRb268WWLBgwYDWr4lVIQaYnb+/sOD61V89zSgnmykLe70pvwWAWJ0Z1WRJvklKHIYkFXJ96SXdTqzBlKH7ieiPi7CbJPWlfrl2Zoc36+BzDTKmfNtPmtFSIUvuAXgZs50eyblz9Waa1a76EUY577ACqMuY0vRk2iwnujea7SQ7ApST6Z2uq5eM7m/bFiLibUjHQODQ+dH95g8z+wt1ZGlAdSZS9j0ehZdgiwJqV8KO/GOZPls8eKEp20eXeQ0BWJJ6j+pEYF6DkPrXc9zjYYZsNjo7zX3oXGP8XLlm9fgzgNvJ9w49E9Z1h33PxnPmPrmEeWnPs+sAAEvgSURBVJ3zZCeQ9+x7PCCRZ9wzn2fP53PbYvkQ94fG5F0YRkvAXPsMBEuWLMGTTz6JQw89FM3NzViyZAlmz56Nz33ucxg+fHjFjrM125eOjg7U1ZX+PAshhj4n7rNj5DYPvLTOKPNHRTbKCsAhwY3Kwm7Lk2mBQytc6jyALQOOlgrH/AgJcxGy8zyNuVIky2+ksTlnInfJ0iOtAMgmKUm6at4fiLZBsHeJsgaIHp7yPnmHJQ/fT1Ht4PXOTO6Fm2XJyCOtAYqrtPT9i5C39xe2s7BMpIbIhJsfdTORpUHouJcs2wjwPlQl2w247EeGhqNVLz48y3qh2P2EJlaFEEIIIbYJUqkUfvGLX2D+/PlIp9OYOHEiZs+ebfiu9ofN9Xieh8suuwwNDVt+CMzn83jyyScxbdq0ihxLCCGEEEKIgeDuu+/GL3/5S6xcuRIZCnL561//WnJ9mlgVQgghhCiTMPSc0Q1R+wwE++23H5544okBqRsAnn32WQCborWWLVuGZJ9keMlkEvvssw++9rWvDdjxhRBCCCFE5dnWrQD68r3vfQ/f/OY3ceaZZ+I3v/kNzjrrLCxfvhxPPfUULrjggrLq1MSqEFVmx/+80yiv/cbpkftw1vAYyeOtrOIkvQodcmSW2Ft1kOYm5sq+SRLlbDtlO6c6uBw69bRmnfke8xcln9qd70mb69vN7PIAEKMM8jGvcBrbVNzcPu8nrW0s6X/7u2Y7OtvMHVhq7bIC4HblswXXe3WUdT0quzwADIQXYt6Uc6Ojzb3dPwlzdrIbS+rP+1CCHJbYh3G7P1n6b8F9kbCvs9Xn3HaW2LMVRY76BnBo6MxjhGSHwdYBVhsAy1YjjPMx6N6gc/VcUm/qH4/vx7gpAc/75jXMOZ4bJkbPO6uLYl6+z//tz7Fq0B+P1Vpj0aJFAICzzjoLN954Y1H+sEKI7YejJ5te0Pe/aFoD5OnDLx+y1N2uM6QXgSU/ppTfnLWe9wdsaXCpSmzXZ3ik2pjPg2t17M8uR0la0ERWANy/xbSD7QUS8cL9yRYHgKM/I+wbypu8KXzNeFgDwOELUepBoxdF2SBEFJ3wZcxXQDPOX7Es6XoZ7YxwVigK+9kqLLHn9a6vjvYytmcorU2blvXvGrgsIQx7gCEwOen98185+9UaP/jBD/CjH/0Ip556Km677TZ8/etfx2677YbLLrsM69evL6vOwrMJQgghhBBiqwRheX+1zIIFCzSpKoQQQgixjbA5YrWcv1pj5cqV+MhHPgIAqK+vR3v7pgCp008/HT//+c/LqlMRq0JUmTfOOcEocxRnqphv4BQlZ/1oS5GLXio6cowTXjF+0q4jTgmvmCBDiaWKiZbkpFp15nE5mi+gSMZ8NyUkAuB1mcmBfIpkjFEEYD1FHeYb7AkFP9NlltN0XE4OxNc1WUT4A/9sy1EDnJiKyy44urSYxEhMjqIje8xzD7rMcslJzQAEPdx/FBlKEa5Wki4AoKRjnFjKSm6Vsu/nkCM76Vz8DF33dBFJoRrN5GnxrHlNOJkV3+N+xk7QBp/ucY6ctZJ9mecVxB2fEfw5Qom6fE7cZRn3O36tp2gSOzLJbKffJ2LAHyKu/9tTxKoQQhTi18+tLrieEyVxFJgrKixJ74EE1WGFCUVFEAJWspqofbhdrmQ4kdF71hCONnCEO8Wtd7VZjOX5ncmHdCQD48RRdAiOSOWy74hYtbaJiGC12uSMDC28k919RYSXRlBM4ikrsrPExF3FnCsnIePMScVFbdI2QeF9+LJyhPCmZfZxKo0doWqW85xT16WgjPjubEU/R3zd2rSw8DblJC3ru81QiPr0ykxeNRTaXipjx47F+vXrMWHCBOyyyy544oknsM8++2DFihVbTdAahSJWhRBCCCHKZPPEaql/QgghhBBCDAW2p4jVww47DPfddx+ATfZWs2fPxpFHHolTTjkFn/rUp8qqUxGrQgghhBBCCCGEEEKIbZof/ehHCP6pfrzgggswcuRIPP744/jEJz6B888/v6w6NbEqRJXZ9ZbfFFy/8gsnWsty3WaCpgSXm03Zb6LVlK77dSn7QJzgypKERyeKidWb9fpkOZAnSXi23ZQrh4Gd2Mdn+XFEuRiZuV9nSr7RZPaPJQmnREh+luTdAPyMeQ1AsmhLYl+UDQL9BGhpvOiacJ2upEacEIuTPLEmrJh203E4ORpfEy5bidIAS+of5Pi45j0ekFw+xom8HMfxOEkU9UVYZ0r0ASCIm/d4LKR7gaX/PbYVRRSczCsgawAvTefebdpQAIDP90aU5muHsebmKbv/GLYCiGXMa5AkO4HAt6+zFyNpGglpLLuGPnIjn7VxVaIcz9Ra91gVQggXJ+6zY8H19z6/hpZEf45b0nWPJbfWDlS0P3CtnEYlJltyJYkq1QqgmIRY/KqO8TuRtadWJdGhZJb034soF5G8it0aohJPFUPkPmU4Adi9Fd1Oy4IgIlyv1O1dx7W/DkTcXEVQVgKxqAUR5+pM+sYS+ghZvmWD4BhQ8fNpfYZYFiSVp9RkV/1NjlUJyo0+rcWI1bfeegvjx4/vLX/2s5/FZz/7WYRhiFWrVmGXXXYpuU5ZAQghhBBClImsAIQQQgghRC3j9eNfrTFx4kSsW7fOWr5+/XpMnDixrDoVsSqEEEIIUSZBYAVYF7WPEEIIIYQQQwHfs6Oji92v1gjD0JmgraOjA3WsbC0STawKMcTZ5Ye/tpYtP+M4o2zLpE1Y8pxwyXjoQ8SLm7JdzsoeOqQXfpIyptNxomT8ec78DrvtPrUrT7LokPrC9aGJelPinWsZaZSDpJkN3sub0uwYZ34H4GXJCoAl4VHS/7xtgwDexUqNWVhi77Jv8OKUUjZFLw+W5bPMv9s+d5auh1mHBUFfWObv2J7l73xuLP0JMySPb99o1enzNUqYsn4vRVYWVg2AFzOP46epP7pNObxLps+EPWa7sm0dZrnDrCNB/RdrbrLrpP7Is1VCo/kMWKIykvEDsOwtYl1mnT7Mvghj5hAj8GwrgBjZf+R88/4M6H7M9Rm2hEPkF/JyIlAVsSqE2B755FTTduYesgZwyfY9sgtgabqVdT0wF+SLsALgsSLbDVhOTGV8hrPU10r87rQXKPyes3YpwgnAlrtzf0aUHe2wv1aUJo93b1TENlFVlOgFUMxljbom1v04CGOVYiwLrO9DLJePeK5cy/i6R02wuerkLPTWNfAKXxXnWuu6su0UWwMMPK4f1PvaGgT56g8My40+raWI1Tlz5gDYdL9feumlaGjYYn2Wz+fx5JNPYtq0aWXVrYlVIYQQQogy0cSqEEIIIYSoZbYHj9Vnn30WwKZJ7WXLliHZJygsmUxin332wde+9rWy6tbEqhBCCCFEmQQoI3nVgLRECCGEEEKI0vFQXvRpDc2rYtGiRQCAs846CzfeeCNaWloi9igeTawKUYNku0manjQf5XzGlNeyXN7vJkk0HFYA9aYc3idJbqTc24GfIquAhNnueGuztY+XSFjL+hJjiwKSkMda7DpZ/u6RZN7PmnWy3NvvMSXQAIAeknxnqI9Zlk8WB84QNoeUvxRCh+4kpHbxubNVgCUp72i366Q+t/Quvl+47LBJcLW9EPku8xoFdM8DgN9g3tPx1mHmBmxV0WVK8gHAI9sDtnxgywzkzL5x2R7kSeqf2WD2cbbLvGYxeo6s/gciQyL5+fWov0Pflu37ObNPvS66F+je4e390HWdybrDLzwsyfdJgZxX/k0hhKhpcvTucUmJYyTtz/m0T0CWUSQddimJ+RVpqaQjZgpcP6ZxtnLehKX+5VgB2DJza4eC+wPR8u1IubfjIkVFrEVNvFRCfuyUw1sy88JjIyvJfRFy+KhjVgKrTr6pHadl3zuFfSKi7oNNywrbRPgRZRcBNZ5HdlG2HS77kOjfuvlZjW5nqUqjPH1IuL7W9H3mc6X+Qi/6xYIFC3r//9ZbbwEAdt55537VqW8lQgghhBBlEoZhWX9CCCGEEEIMBTYnryrnr9YIggBXXHEFWltbMWHCBEyYMAHDhg3DlVdeiaDMDLOKWBWiBuGkUJxIipNZBZz4x5UsiCL8YpSIym8wk924fsoM02ZkXcgJmagdsSaKJm1ptetsMLcJY2ZUXJyiS63I0ZjjY46i8WLt75vrOclRlqIfXb8qciRjVLQpr3fVaYUJUBQh/TRmJSByJsQqnPAq9OlcOZrUFV0aEb3MCcesyFDXG5mjWjmikpNXUbsceZKs5GrgMl+TdjsymZNRcbRoyHVYz559TfjZi4o4T79vRor6Cfsej1N0rpUMLGWWOSo73t1m1enxc8D3PJX9RopwDex7Jx5SdHhg1pGtMxOK9b3nA89OpFYN5LEqhBDlYUW8OSLHSvXv48jPYpLCcHRf1ERBMRGrUeS5na6oQ4oytBJ30faxmLkkVkR0KUeg8j683hVZG4bcf5wsiHeIiqZ0RH9Rw+3oU8f3kqLSUW31EEVFn0ZGsEZFGbv2iYg25e5yRYZyJGiMo3cjkkK5kv9aEb0Fa3DV6VhGZf4MCPh+5Xa7vkLwvTIAgy4rIRbd5MVEpPddNBTGhdtD8qrNfPOb38Stt96Ka665Bh/96EcBAH/+858xf/589PT04Kqrriq5TkWsCiGEEEKUSRhsGlCX8tdPlw8hhBBCCCEqxubkVeX8Fcv8+fPheZ7x98EPfrB3fU9PDy644AKMHDkSTU1NOOmkk7B27dqKn+vtt9+OW265BV/84hcxdepUTJ06FV/60pfw4x//GLfddltZdWpiVQghhBCiTDZHrJb6J4QQQgghxFDA68dfKey9995YvXp179+f//zn3nWzZ8/Gb3/7WyxcuBCPPfYY3n77bZx44on9PTWL9evXGxO6m/ngBz+I9evXl1WnrACE2AZg6T/LogOSFrsS++Q7TdmzR3LtWJ0pLUajI9FUsynl99KcyIekw5woqcGuM9c80mxnnBJPBSRpzpky/niXQ9KcLyxhtqT/lMDJGW4WIU2PgvsbgNU/VsIrkvpbcniW0wO2NQJJvDw+BreTkpoBgE9WAJzwKqpvwpyjryKk/x7ZC8TqTck4J2MDAJ+tJ7h/yUYi9z5ZRMBOksXtYFk+S/Bdzx7bByQazbZzIq9Me1fB9QBQN5zOle6FOB0zfP89c/ME2SQACHkZS/vpuvuU3CrlSIgVkLVHGDeP0Uj3o5/ckr0zG5LtR5UIQreEM2ofIYTY3kmw7NwR+sTLWA7Pn6f5vPl+Y8m9iygrAD6GS9bLx2GpcJzeZ1bCLKcVgFnOoXBf8AxHzLcrjVE7WPrPVXISHtc1Yqm6nRyssLTdNfIM+JpEJBxyTe5EXXk7UVfp0v+SE4wVQVQdfM34GgG2pJ6l/2zfUAylJqfiZ6CcH5UtqwA6ZtzxXSdgKwqW6ZfeDBsrfxhbexQuA2Z/uNYPNj68op4B136lEI/HMXbsWGv5xo0bceutt+LOO+/EYYcdBmBTkqm99toLTzzxBA488MCS27Y19tlnH3z/+9/H9773PWP597//feyzzz5l1amJVSGEEEIIIYQQQgghxIDxt7/9DePGjUNdXR1mzJiBq6++GrvssgueeeYZZLNZHHHEEb3bfvCDH8Quu+yCJUuWVHRi9dprr8Vxxx2Hhx9+GDNmzAAALFmyBKtWrcIf/vCHsuqUFYAQQgghRJnICkAIIYQQQtQy/bUCaGtrM/7SlNQaAA444ADcdtttuP/++3HzzTdjxYoVOOigg9De3o41a9YgmUxi2LBhxj5jxozBmjVrKnquEydOxGuvvYZPfepT2LBhAzZs2IATTzwRr776KiZMmFBWnYpYFaIGmXTXA0Z5+RnHFdw+nzGl2s4s7ARL0z3Kzu2nbKl12NRiLqhrNNezvICk2CwLdu7D633zY8wLSB7slO1HZI5J0rmxZJytAwCAbA9Csl8Ie8yXC0vIw7j9cWz98kXXzbIbYDlXzJZzI0FZ1vm4LKkh+bbLXsDj/uwx5fJhl2kzEXSTlN1hmxCyhD7Ldg1UDuhcXZYGcbo3qF35jaZtRLa9w6qCn4s4Sf/ZsoBtDvIOKwCrmfX2s1Uqeeq/OFklsH1Ivs0897jj+fbYDoSk/yE9A9777xrlGFtsAPDr6TOCPgMs244+nwe5rH19qkEYhNZ1L2YfIYTY3jlhiikHffDlddY2LHdnyX0QFpb+u4Z8nDE9SsrK2xdjBcDEPLMhURYHLngT3sfzyCbJ8a6JRUjC83laT8MpllkD0VYKtuTeLLvG+mxjwNYAvAdfo03HKdyuKNlzedYAlYf7l2XnbA0A2PcoX+cynACsc+N2lFVpBNZzwq5SjkOSG0jp1h6OR5nvL2sTXlDEMK/vcYeCFUBZhqmb9wMwfvx4Y/G8efMwf/58Y9mxxx7b+/+pU6figAMOwIQJE/DLX/4S9Q67uYFi4sSJWL16Na666ipj+XvvvYfx48cjX6KlH6CJVSGEEEKIspHHqhBCCCGEqGW8f/4rZz8AWLVqFVpatgRZpVKpre3Sy7Bhw/CBD3wAr7/+Oo488khkMhls2LDBiFpdu3at05O1P4Rbmcju6OhAnSNPRzFoYlUIIYQQokzKkfYPhcAEIYQQQgghAACeHYFd7H4A0NLSYkysFkNHRweWL1+O008/HdOnT0cikcAjjzyCk046CQDw6quvYuXKlb0+qP1lzpw5m5rsebjsssvQ0NDQuy6fz+PJJ5/EtGnTyqpbE6tC1CAvn3SkUU42mjLoPMnQWfab67Y9T2KdpoyXJcsJLnebcm8AiDWasl6WDnsN5nqW2PsRGekBOzN5SFJ1P2OeB7pNuTcAS7ZvZTfn7OUJsgJgawDAkp57LCGgsiV/z9gy6SBnXkd+23ncLu4/Owm7bY3AMzysmeOypcGB3R/0C6VHx/QtywJXQ6kZdP9l2kwZeK7HXB9L2tfIjxe+v1ieHUvZVgqJFvNXTOsasCSxx7zXsu12Jnu25vDZXoCukU82Evx8u+Bz4Xbzuec3brDbSRYOfE8HdA97dO6uq+zRs+fxZ0KW6uject3znXZfVoMgCBGUGIJa6vZCCLEtwtL/eBHjwBx9frKENmq9i3yEtNqyCnBMPkQdJioSLMP6Zbjl7X2JsklwfdXnTbIk/Y+StnuOmRdLiW7VYS5IxM1yMubI7E6yco8zvbPM3yGHt8YdtE9IdbLsPKr/Abt/LEuHciT3fNgICwjXvcfNsNTuZQxDLOn/IGDZSERtAFj9FWEAZ1tTuPqTrRRoo3zUMxC4npstdSQcz8Bg008ngKL42te+huOPPx4TJkzA22+/jXnz5iEWi+HUU09Fa2srPv/5z2POnDkYMWIEWlpaMGvWLMyYMaNiiaueffZZAJuu37Jly5BMbvl+lEwmsc8+++BrX/taWXVrYlUIIYQQQgghhBBCCDEgvPXWWzj11FPx3nvvYdSoUfjYxz6GJ554AqNGjQIAXH/99fB9HyeddBLS6TSOPvpo/OAHP6jY8RctWgQAOOuss3DjjTeWHGFbCE2sCiGEEEKUiawAhBBCCCFETTMIIau/+MUvCq6vq6vDTTfdhJtuuqmMhhTPggULKl6nJlaFqEH2+tVDBde/cvJRRvmDCx8s+Rgrzv6EUU50kCT33Q3WPrE6U26cGtZsrierAJ+l1i45B2Wh9ylbucdZ7UlaHHTaVgAsWeZMMh5JsX0ysbYsDQCA29U63Cw3kqw/R9nOXbAkjrUqbCfAdbrkxiztZ2uAPGvEyDbCVaeV/pXaHZFZ0Uva5uYxzmaaNc8tRtYALIfPdtpWFbwNy99Zkp9sbgATqyebg4wpNON2su1GPmNfd7sdmYLrg6x5L7H1hwu2AuBMwXzufB6A43llCwe+znQfhA67C5eksBB+n3vF77KvcTXQxKoQQpTHUXuNityG7QKK2acv9zy/JnKbRIT035IjO7Kfl5oQnaX/WR6fwZFoPOLlkQvIKsihgWbZfZzOPcqpxqG4j7Q54P5LURvqkrZZUDJeuJ1hEe5XVqt4uMoS8Ij1gG0XYNUR0QZXX5Vah12BvciS/kdZA3DWe5ccvqxZt/4RabER/dXROnnfqpOfAfugVpW0CUv9fbausA+KoM8+Q8MKoH/Jq7Z3NLEqhBBCCFEmQRgW5eHH+wghhBBCCDEU8MpMXlVWwqttEE2sCrENUk6EKjPxv+/rdx3/+PIpRpmT7sSS5keQK4mRRz87Wkl4qE6OvHPCiaY4mVKW2sFJjVzJq+rNKNag0fRs4aRb3IYgZtcZxmkfii6Nd7xvlP2ODbS9PXkTNjTRMSgCk5MJ9VDEb5cjGRhHynKiLlrvioa02klhFhwtmeRoaFqf66YEZQCylKCNo1pzPdyu6ORIHKXN4SFBziy7kmoxHNVqJTrjNiTtVzlHtabfby+4j51Ay24nR+vyNtZzVESCJo/vHY4E8flZ7VPm5G5VIgzswO9i9hFCCBFNqRGqzKemju13G+5/cV3kNjy5EJVUiyNUc44xGyc65C2ijuGqMxWQEowTIUVELhaT0InhCGCOmm0J7DFHPUWxpjiClepw/V7J/cORdRwkyCqaRCz6OwUnNeL+idExOWGWq12RX2V4vePcQ07EZfUFaD2H6zq+Q9TIb8J8Ha3LGBGty9cUiI4AjkoWlnckr+p7L8SLuNcGmsFIXrUto4lVIYQQQogyCRFGyjNd+wghhBBCCDEk0Mxqv6i+mYMQQgghhBBCCCGEEELUGIpYFUIMGDvdeFdJ26/60kmR27BdANsLxOtMOVGiyU405ZMMOiSlNcuoWYodOnS8/GFq/WrFNgcsyak3JfoAkGsyE2CFHtXBSaI4ao7tBwAE9aaEPltnWhbkE2YSrrxv1hHP2xL7RE+buU37e2Yz20zLArYTCNo7rDrz3aZMP6TEU5Z0nawAOMkBAPgkw2c5fKbdlP5nuyhxF4Du98xzZak6Y92PjfWOdtH9yHYCdD/6lFzNZQXACa2sJFqU/Iufq1jSltkH9BzEqB2cLYCvEds1AHZiuFgD9Q8lhTOeI4d1SDUIA3eCkKh9hBBC1AbH7F26HcFvlplJs6yERFHaYTi8C2kTW8Zv4kqIFRVVlad2sITc9fqKUm3wufo0xOBEXgDQSvYADTTmqEuS5N6ln7fk2DT2jpD+O5NqkX8A94/VDrYbcGU5Y9k9y8w5mZpdw6DQXy/NcqwE+JjcF8VUadlb2Eex9oiutHCyqnzEegAI+hy31GSuA4GSV/UPTawKIYQQQpRJGJZhBVArRmVCCCGEEGKbR8mr+ocmVoUQQgghyiQIrfx2Re0jhBBCCCHEUEAWq/1DE6tCiCHD+B/8ylr26ilHG+V4yvzYSjRQpnKyBggcGehZys8y8yDH0n+SDq3faNUZf2+D2Y7U22YdbCdA8qxEi20FkNxhB3NBPdkapE1ZftBmtsurt2XnMcrC7rWY5c4Ruxjl91NjzEMGZn8DQFODmXF+B/91o5ykc/fIwsB3ZL0PMqZUPaTrmO8muwa+pkXMXMUdsnyjnQ6pebbT7PNsN7WTM/KmcwXXA0AsZcrd8mnzXNmSgO/xfNoW9gU57g+zzPYBsSJk9QHZC7D+3U+Y5+FZFgeulL2F24k8HbNji21E2G3bUlSDMAiLut94HyGEENsuJ0wZa5QXLjXHhZY83lFHwFL/iMzujEsdkeb3Lm2TCwpbAeSLeH3xPgzL5dMOKwC2MWi12k32To6s6tyMrOM4fUnFo8dCPg2DYyVOKxXhWGDZBXhe4es+EFLsStTJEnxXZCNfo4GIfoyyD7DuV2cjIm78COl/4OhPr0+dQ2JyUjOr/aKqyatuvvlmTJ06FS0tLWhpacGMGTPwxz/+0douDEMce+yx8DwP99577+A3VAghhBDCQRiW9ye2HTSeFUIIIUQt4/Xjn6hyxOrOO++Ma665BnvuuSfCMMTtt9+OE044Ac8++yz23nvv3u1uuOGGIWHoK4QQQgjRlyAIEZQYgVrq9mJoo/GsEEIIIWoZeaz2j6pOrB5//PFG+aqrrsLNN9+MJ554oncgunTpUvznf/4nnn76aey4447VaKYQwsEzh37UWjZ90V8qfpxJdz1glF85+SijvPtPfm+U3zjnBKOc7TSzywN2JneWH0fJdFmKDdgZ5Usltr7NWpYgewHOqs4WBladDql7rLPTKPsb3zfKzRnqrx3Nt2V7aqRV5/COt4xy8l2zjG7zmIiTZHwEWR4ASDSYtgfBBrOduY1mf2U7zP4PMrYFRBR+gm0mHNvQtffj5r2U6zGPy1YAPRvt+4TvR7aiyJMEP58171fe3tXOVLOpXYvXmfeS656Ogq0SYvXmMfh+9cgqwEXIFhAOm4jN5LvTW10nxGCi8awQtc3/vLbeKB/8gREVP8bJ08YZ5bufW22UT9l3J2sftg8IY4WtARjXDzk+LWMZtGWtRPvHHJJoFthTFcjmWRJuluMufTzMsQ/bByRo7JQMooW4GRrvs91AjPomm7fr5HNhHbQt0yd8u/98S6oeFlxv4cg4bxEWLFqTY65bK2oCzVLUR5yXq85Sox+d9gLgezrqmFYFriNRMeK7olWra/st2/BzKWqPIeOxms/nsXDhQnR2dmLGjBkAgK6uLpx22mm46aabMHbs2IgaNpFOp5FOb/my1dZmT1YIIYQQQlSCMAwjv9y69hHbJhrPCiGEEKLWkMVq/6j6xOqyZcswY8YM9PT0oKmpCffccw8mT54MAJg9ezY+8pGP4IQTToioZQtXX301Lr/88oFqrhDbLE/OOMAoH7DkyYLbW0lmBokPLnyw4Ppdb/lNxY/55nmfNMr5jH3uHOXKyYE4GrKYCME8JefhMsMRgnHPDrnkiMBcjxn1F+sxj9HcYX6Zb07V2XWuX2eU0/9429qmL8mxZkIsb4wdpYEY9RdFLsY4wRitzzgiVjkpFEebMq5IUDsJVHQUZl84gnXTccxlHkVl8L2S7eaoWLudSdonKio21104QRYAxOsLJ4rjY1g4PjP4ugUcocqJzvo8R3wvV4swsKNzitlHbFtoPCvE0OCZN8xxy/RdWyL3SUa9vwaAT+8THbnOUa6V4MGXzTGblTMybo5nOarT9bNgjrbJ+GY5HaP1lGDTleyKl/AmXVkax8TsOjiqNXI9ByU6ZoysaEeO9ORoSdo/DO1KA07yRA2x15u4IlqLiZcstH0xAZRRUa/2DtGVViRwk4/jRUSwFhGNGpVgLDKC1XFiXp+GxKqa+eifaGa1X1R9YnXSpElYunQpNm7ciLvvvhszZ87EY489htdffx2PPvoonn322ZLqmzt3LubMmdNbbmtrw/jx4yvdbCGEEEIIBGEYmQHZtY/YttB4VgghhBC1SrmJqJS8ahNVn1hNJpPYY489AADTp0/HU089hRtvvBH19fVYvnw5hg0bZmx/0kkn4aCDDsLixYud9aVSKaRSKec6IYQQQohKIisAAWg8K4QQQojaRcmr+kfVJ1aZIAiQTqdx+eWX45xzzjHWTZkyBddff72VJEAI0X9iydI0CPs/tmSAWjL0yHSakmM/Fv0GYam1HycT/girgE2YMnOWrtvJg2yZPsOWBSzFzq7fYNZJVgHxkXZChzBL0nSSlXevM+uMv2MmomrY8V2rzviwVqPMiY886q9Yg5moK+6Q8UdJ1YOI8wCATEdhO4Z4ndlOvs6BlfTAvlfYCiAqmVosYZ8X36NsYcAJsdhewFWnRzqlWIquCfUfH9N3Ja/iJBnWuZLlQ5++KZTYajAJghBBxDVy7SO2bTSeFaI6cJKjYjhwj2GVb8gQpYXexXn6oY9fTzl6T+cc769MnpNA0Rg4IIsj2r8n57AKonZ1kW0SWxS4klelfHOcnKCxUYzshjjyznUnsaTbTlbFCcbM9U41vJVYqrTkVa4RRZRMv5ykUdyuYnJm0UEqsYmBMyWU5YNQmmzfmbgrssrCx3Bf9qGVvEpOAP2jqhOrc+fOxbHHHotddtkF7e3tuPPOO7F48WI88MADGDt2rNPgf5dddsHEiROr0FohhBBCiKHNVVddhd///vdYunQpkskkNmzYYG2zcuVKfPGLX8SiRYvQ1NSEmTNn4uqrr0Y8PuR+b68JNJ4VQgghhNh+qeoI+p133sEZZ5yB1atXo7W1FVOnTsUDDzyAI488sprNEkIIIYQoijB0RzdE7TNQZDIZnHzyyZgxYwZuvfVWa30+n8dxxx2HsWPH4vHHH8fq1atxxhlnIJFI4Fvf+tbANWwbRuNZIYQQQtQ0ClntF1WdWHUN+AshTzIhBo7tSdpfKnv+7A9G+eWT7C/LLNOPkm+z3DtRb8ukk80NRrlueLNRjlGWdq4z32NL2dlyIMoagCX3GDbSqhN1jUaxscEsB5kXjPL7y1cb5ba3bCuAulbz3BvH7WCUk61mX3iUoT6WSlp1BmnT0oGl/iyPZ4k+YNtC8DYJylIbS5jtYnm8i4AkcSzTz6WjJfCxJF1Xus4uS4IoQpL6BVmzv9hqwfOpnY5nwqfr5PmFrQH6HjPIDg0rgDAMI5931z4DxeZM8rfddptz/YMPPoiXXnoJDz/8MMaMGYNp06bhyiuvxDe+8Q3Mnz8fyaT97IjCaDwrxNBh2i7N0Rttx7DtwZPLNxplTq7oh+a7Pe6YRGH3BUtmni9sBeA5ZNBsURD1selaH5BQPCC5Njt78bm7bA+ybFtA43+fJOBsTeE7vAAsFTmvZwk+2w04BPGR0n7LK6DwMZ2UOKFWsnVAMXU6lvX3MC5ZPtfJ94p9Da0OtenTIUPACUDJq/pJaaaKQgghhBCilzAMEZT4t3lira2tzfhLp+0fQyrNkiVLMGXKFIwZM6Z32dFHH422tja8+OKLA358IYQQQggxtNicvKqcP6GJVSGEEEKIsgmDsKw/ABg/fjxaW1t7/66++uoBb++aNWuMSVUAveU1a9YM+PGFEEIIIcTQwuvHn6iyFYAQQtQie/3qoZL3eelThxdc75IS+yRvD1pMeXySZNRRGdWB6EzqXixWsAzP/j0uSJntwuidjGLjbm0F27DhjXesOt/9m7msffUGo9y6i2kNUD9qGDXTfs1n2ruMcj6dtbYx67DPNdlo9jlbA6TbzYhDn3VmDliWz9cxlzYl90w8FbOWRR2X17v6i8n1mOfKtgaxDFsDkPwt7mgnWU1Y2/A16HNMtnaoFn0nSkvZBwBWrVqFlpaW3uWpVMq5/cUXX4xvf/vbBet8+eWX8cEPfrCkdgghhNi+OWD31pK2//Pf3reWJRzjpVJwmSSxZUqSxqMJGmOkfHuMkaCxTozGsDEKtQvoXZ7O2i2LU51sWRCnvkiSdwJbBWxaRmOyKFl5EVhS/ki/gTIE9BHttNpQzgwcn0YZVXB/8qlGrXdt4xdhx9AX1z3u9bkmQ0JOL4/VfqGJVSGEEEKIKtDS0mJMrG6Nr371qzjzzDMLbrPbbrsVdcyxY8fif//3f41la9eu7V0nhBBCCCGEKB5NrAohxCAw+Z5HCq5f9m+HWss4Ci6WpOg+/vWekl1Z0aaIjlj1E/QLLCUowsb11j7xLPlCclTryFFGsTlhJuqK1ddZdeYzK4zyulfNBFdd75nRp63jzajYZKM78q8vHB0Zp2RgsZSdUIwjLDkqk6NLOfGUKzI0KkI102mW61rNdroSn/G5RUVU8r3Fibw2tcO8zhyhGqdEXrGk2a6oCGEAVkgAt6tvFHG2mPoGgSB05uWK3KcURo0ahVGjRkVvWAQzZszAVVddhXfeeQejR48GADz00ENoaWnB5MmTK3IMIYQQ2yYf23N45DZ/es2Mai0nGo8jQVMcCRozy66oWY4E5QhVO+lWdDuzOXqB01A7RhGpHHkbupJXRYRQRjWrmAjLqAhWK5eV45ilRtIWc93tdhUsRkabFkNkux2royJSrWhdK1jX3n+opbFU8qr+oYlVIYQQQogy6Y8VwECwcuVKrF+/HitXrkQ+n8fSpUsBAHvssQeamppw1FFHYfLkyTj99NNx7bXXYs2aNbjkkktwwQUXbNWKQAghhBBCbMOUm4hK86oANLEqhBBCCFE2YRja0SZF7DNQXHbZZbj99tt7y/vuuy8AYNGiRTjkkEMQi8Xwu9/9Dl/84hcxY8YMNDY2YubMmbjiiisGrE1CCCGEEGLoIovV/qGJVSGEGAJM+d0ia9lfD/+YUQ5Ias1Rb/WUTMiVfCkgKwBL/l5nlj2Svoc93Vad4GWcAKux2SzX1Rvl1A4jrCpbdt5olFmG3rG20yi/85KZ7KpumB1517hDk3nc5sLS/1jSTFQF2NeAJfcsy+drxAmfADt5Va6nsF1DLGFeV1dSKD5uVCIplu276ow6RjnY97TZPwFbUfQhkxkiVgCBnfCimH0Gittuuw233XZbwW0mTJiAP/zhDwPXCCGEENstB33AtAvghFdxGpPEfXvcw+9Jlv4Xk3AoCrYKYIqK3uNtLHuBYqrwCpcj6ihGil2qnYDTXoD3cSTiKpkSpf8syS/muldDqm7bJtiEURsMNppZ7ReaWBVCCCGEKJOhFrEqhBBCCCFEKchjtX9oYlUIIYQQokyGmseqEEIIIYQQpeCV6bFali/rNogmVoUQgnj64zOM8v6PLalKO/Z75M9G+bljDjbK2S5THh+sWW+UXXJuXsYZUJPDaX1dnVlOmWUACNM95gKyGwg2mO3Kvb/BKPesM9cD9sRT89iWguvXv2ZaB/S8Z8vEWWJf12paASTe7zLK8TpTHg8A8RRnqY+QkdH6sAgJOO+TajDbUUwboqT/fpzsBBKlnRfguP9yfHLmNXDdj1H9k8/kaP2WDXJDxApACCGEGIo8v6rDWjZ1fJNjy4HlY3ua1gBPLN9glF0Rbz7NUvDPkV05c3yQydsDLLYPqCOrKv6NM8ZjJ8eMUTxmLuN9Yh7L+KlO26XLlo1bMvLC1gDOEVuJ0n9rvSNnfRCyZUFpRMrhURnpv32MwjtFWUJUAuc93sdKoYhhtxjiOB5tIYQQQghRDJsjVkv9E0IIIYQQYijg9eOvWK6++mr8y7/8C5qbmzF69Gh88pOfxKuvvmpsc8ghh8DzPOPvC1/4Qn9Pb8DRxKoQQgghRJkECBGEJf5FRE8IIYQQQggxaAzCzOpjjz2GCy64AE888QQeeughZLNZHHXUUejsNJMSn3vuuVi9enXv37XXXtvv0xtoZAUghBBEtaT/Uexz//8UXP/Spw43yqlmW7afaEhZy/oScpb2rCm39uK2PN5LJM0FcZLttLcZZZb+b3zjHatOWwJu1plLm+vz3aYELLPeYQXQZu4Tqzel/8kR5iuxbpjdV02jG41yoiFpbdMXnyRj+YxDWkV9Hkuav3nGEiTbt2T9tsQ+Cpbt57pNWb/LCoDbyWS7MwXXs4UBEN32kNIC970PhkrUpzxWhRBCDEWqIfsvhgN3Hxa5zf/+3bR46swWlv67rACYuEfjKxqjsSKcZf6ALRu37AOirAGckvDC7bCaEWEV4CJKDh+13rlNWMKMGmzZfzHHiLQscKwvVfofUCUD4QzgrNPov+p7AQxG8qr777/fKN92220YPXo0nnnmGRx88BbLu4aGBowdO7bktlQTRawKIYQQQpRJGIZl/QkhhBBCCDEU8LAlgVVJf/045saNm35AGTFihLH8Zz/7GXbYYQd86EMfwty5c9HV1eXafUihiFUhhBBCiDIJgxCBIlaFEEIIIUSNUqpfat/9AKCtzVQoplIppFJbV0oGQYCvfOUr+OhHP4oPfehDvctPO+00TJgwAePGjcPzzz+Pb3zjG3j11Vfx61//uozWDR6aWBVCiG2EfNaUQQX5ImQ9eVPene8hSXgHZZSlLKwA4NXXm2WyC/CSplyeM6S6YCl6lAydZfxewj5GrN4UabB9QLadJfm2nUBPm9k/3Ocs2+dr4JLYe5QiNsia7WDbAz9ut8uu0ytYTpPVAveva+KP62AZf9Q1YvuBYtppb7+lrzQ5KYQQQmwfsIw/GYsW3vI2PPzMl6Ee4TpYBl19QXdx2O4Cpbe8VNl+JbD639HsMMKiwLZaKMJKgc/N6/+59z3sQNgPDDbjx483yvPmzcP8+fO3uv0FF1yAF154AX/+85+N5eedd17v/6dMmYIdd9wRhx9+OJYvX47dd9+9om2uJJpYFUIIIYQoE3msCiGEEEKIWmaztL+c/QBg1apVaGlp6V1eKFr1wgsvxO9+9zv8z//8D3beeeeC9R9wwAEAgNdff10Tq0IIIQaeKb9bFLnNirM/YZRzPWb0o9/ZbZQ5eVDcEZVopR8yA1itqNh4vZlUq3F0q1UnJ1PKdqWtbQqRH2ZHR1oJsHooarOICN90u5mgiaNLPUqEwAmb3BGrhUcxuR6KKs6Y1yjbbUewxlPmVUnUUxQxRcnm0oWjZAE7ERdHrPJ5WJOHafvesaJgOZGEFdG6pd25rN3GalCOZ6o8VoUQQoit8+Hd7LFhXxa/ur7gesCOcuUkRfwqzge83n5X8yI7UVLlQw8jgiUR8oIyKGZCbSCGLlxnVESqFSHsanfEuVirizh33iSkJeV0Td+2uxKlDT79MwNoaWkxJlZdhGGIWbNm4Z577sHixYsxceLEyNqXLl0KANhxxx3LaNvgoYlVIYQQQogyCYPA+gGimH2EEEIIIYQYCvQ3YrUYLrjgAtx55534zW9+g+bmZqxZswYA0Nraivr6eixfvhx33nkn/vVf/xUjR47E888/j9mzZ+Pggw/G1KlTS2/cIKKJVSGEEEKIMgnKSF5V6vZCCCGEEEIMFP1NXlUMN998MwDgkEMOMZYvWLAAZ555JpLJJB5++GHccMMN6OzsxPjx43HSSSfhkksuKaNlg4smVoUQYhvlxRMOs5YlGsxEUrFktFTdXO9IFkDLYjGSiFMyq3hLk1nuMqXtAJBPm5J7bhe3O9Vs2gtkOs39AVv6b50rWQG4rAGCPNkHkBWAnzDPPZ+h5FbJ6GQLUWS7sgXLAJBqNq8zy/Zj5iWJlOQDdn9wX/A+xVgrWMm+SN3P95vnb+lPWQEIIYQQ2wd/+dv7RpmHcAnH+DRHP2KyFYBHEvp8wNYBpbZyCFPiubiGKf1NVlWJoU8x0ZFRUv+yEnXRvWK5L5RqP0ALh0LyqsGIWI0a/44fPx6PPfZY6Y0YAvT/G54QQgghhBBCCCGEEEJsZyhiVQghhBCiTMIgtBN1FbGPEEIIIYQQQwHvn//K2U9oYlUIISL5y77TjfJHn32mSi0pjb1/86i17JWTjzLK+QzJuRMsrzZl+i6rAD9BrxLShHiplFGONZtWAIm2DqvOzMZOoxw1EcWSci4DQK6nYBVlSdmZMG9K//Nb2a7QcaOIsmsA7LZnu027gCBn9g/3bz4bnVyJ28HH5Dpd18Suk6X/Q3+wpolVIYQQtcKb76WN8oSRqa1sObT46J7DjfL//n1j5D5dZNeUpcSRLG2P8fjVMQTJ0/s7HpY4TiljWGOpp1na7hpSRByHdylGpm9NoHmlWQNwf7s3KtzwoIg6fL6OtAvL+ouC6+jf7gCoXUNhWDgYJqvbMJpYFUIIIYQokwABgjB6Ipr3EUIIIYQQYiigedX+oYlVIYQQQogyCYPSI1BLnIcVQgghhBBiwBiM5FXbMppYFUKICGpF+l8MLP3PdKa3suVm6sz9HZnYY7wsTwJ4knf7KbPOeFODVWeyud4oBzmzznyWy+ZMlUvGz5L7WDJmlHM9/c8yb0+wkezMIftnWRm3PaBz5fVu2wPzXKKk/cXYEbAsP14XL7i+GOl/FNyfQ9EaQFYAQgghaoVakf5HUU9jOJcMnSd8yBUJ+QjtOo/PAMAnGXnAY7gKvN65WWVNXEVI1/kYAS1wHZOtAPprDeDahu0CuBleGG3XYDkn8DZDZAg29JwA5LHaH/r/rUcIIYQQQgghhBBCCCG2MxSxKoQQ2xF2ZGfGKMdThV8LnuOn4ZCSAeQ7u8wNYmZUgfXztG//xpcc1lJwG45gzXaZ5+GKCIxZ58bRu+Y+uY7o1FOxekq2xJGfEQmdXOQzdI1ypSXucsFRr3yMWNKsg6NRXdsw5ST/ipUYgdq3/4ZK1GcYhgiLCcugfYQQQghRHsk4jQsdY4J8YG6T8GmcR2PJHL2bY446Q6qDo1458pPLvuP1z5oinyIAOWETj5w4WZNrG6aoRFKDwGDIyCNyf9m4NuAo4ohj1CQyWe0XmlgVQgghhCiTIAgQBCUmrypxeyGEEEIIIQYKzav2D02sCiGEEEKUiTxWhRBCCCFELaPkVf1DE6tCCLEdMfUPi43yc8ccbJQ5KVRIiagCR/KqIG3K8IN4zNrG3IASOnGyKwDx5iaj7KeSBevgpFyuZE1ZylrAUvWQyvnu0qMKvYQ5ugizYcH1AODHSfIVIf1PNJj9y0m4ANsegM81Xlf4GPE6u07PYdlQ6BjFEJXsi4/ZN3nVUElkFYYBwrC0e6XU7YUQQgixhUljzcSny97qsLbJ0ViRZflxGkcUM6qwRjoRSaBcCbCYGA2vQipTTihb+u/wF4h5hc+N64hM+ITSE15ZzaxSbGOp0n9XMqaQLwJX0c/fy4fGiLa85FVDpfXVRhOrQgghhBBloohVIYQQQghRyyhitX9oYlUIIYQQolzKmFiFJlaFEEIIIYTYJtDEqhBCbMfEU+ZrIMiZsqlcjymf92Jpqw6PpP8eWQN4iYRZpp82/YZ6q06/3lzmN5qSr/qYeUxud7q9x6qz+/1uo8yTYYlGs50uMuvJcoDsArxc4Z9tnWJ6sgJINpnXxGONGOGSxPsJsgtIFW5XQJlx/Sg7hyLwY/3/CZstDWLJLX2TiOsnciGEEEIAaYcFFOvbWf7Ov3GyfN6lcLbl8GY5T7ZIWWqE62dVXsYjMG4Xy9I91+gyYojEq4vJch86l/ZZT6stK4AiQhv5GFwn46oy8jAR0n9nnbSN1S7aJ6qv/rmR2IbQxKoQQgghRJkEYYCgRM/UUrcXQgghhBBioJAVQP/QxKoQQgghRJnIY1UIIYQQQtQyXpnJq8pLeLXtoYlVIYTYjtn7N48a5ZdPOrLg9s5M7JR1lSeNQpaZ16fMcjJpVeknzW0QKyxNT7a2FWwDAPRsMG0MYklTOlU/wrQfSDbar0gvZloMpNdlrW364hchV/ciJPNBNl9wvUtyH9I18fzC/ceWEK7rzH3qvBeM9YUtDADbgsCug2wj4lvq9DltbpUIw8Dq72L2EUIIIURl2H9ii7Xs2TfbjbJHEnqfyjEac3B50z5mOSBNeJ5f7x4vsMcuUXJ3ewg3ABNZLI+vwO+/POEWMWx0NiQs0dLAtTBq4q8IBwhLtR8ZpUkNL8oaoMooYrV/aGJVCCGEEKJMFLEqhBBCCCFqGQ/lTdlrXnUTmlgVQgixVTii0BmFSMs4QjXfY0Z5+ikzQtXj6FQASNWZZYrw44RYcUqAVddqJ8TiyNBsl9nO+hHm9hzFCdjJlIIcRTskvMLr66OjLEuddMtnCkd9AkCcupOTU9mRodHJqyoxORgV9VoLhGFQcgSqIlaFEEKIgYWTXMYpipCjTYtJYhTQ2IfryFkRq1y0x058HI5gDaPCNssg6lxdIzweGVqnyudaRORof6Mdy9m9nNFrZIAqb29lA3MowfqGBQ+F4bBmVvvF0NDRCSGEEEIIIYQQQgghRA2hiFUhhBBCiDIJAjuCpZh9hBBCCCGEGAooeVX/0MSqEEKIXvb61UNGedm/HWqU43WmBB9wyMbjJNsvQlYeCVkDeJTMKj7S1PE3jx9lVdH6jpnEoGNtp1GOShLlItFstoOl/+VQqjzei0WLT/IZSjCWpwRjgXkeMcdEYVS7KmENYFsUDH1hTRiUkbxKM6tCCCHEgPKhnZqM8iuru4wyy/hZgs/rAYfk21pAddDrPnBkheLhE0v/bWsAbpNr/EVS/wjpvzXCKyIrFCf/YnyP2xBZpWP1QEzalTFejdjFUv6XfoSqo+RV/aOq31huvvlmTJ06FS0tLWhpacGMGTPwxz/+EQCwfv16zJo1C5MmTUJ9fT122WUXXHTRRdi4cWM1myyEEEII0cvm5FWl/oltB41nhRBCCFHLeP34E1WOWN15551xzTXXYM8990QYhrj99ttxwgkn4Nlnn0UYhnj77bdx3XXXYfLkyXjzzTfxhS98AW+//TbuvvvuajZbCCGEEAKAklcJjWeFEEIIUeMoeVW/8MLQEeNeRUaMGIHvfOc7+PznP2+tW7hwIT73uc+hs7MT8Xhxc8JtbW1obW3Fxo0b0dLSUunmCiHEdsXLJx1pLWsaY362plobjXK8sd4oJ5pNaVasydweAPwGWtZo7oM4WRL0dBvFzBsrrDrfe+HvRvn9N9cb5SAXbQWQ6cwZ5fTGjFEOs4VfqS6rALYTiCULi0lYkh9Llm61wHX4MZJrxexREsvyS5WzW5YRjuPGkua7PZ4yy358Sxs6sjnsf8+jVXu/bx5fHHjsHxFP2PdwIXLZTjzxx2M1NtmG0XhWCCGGNlHWAC7/9Dxtw1J1dk3ySCcdc9gqJWgslIj7BdfHyQIq7qiTl3E7oqwAXKPZUmeNIu0GHAujLAsGgqKsFUo8d97c1Xd9j9PW1oadRw+vyjt+8/hizbvlHbutrQ1jd9D4ZMh4rObzeSxcuBCdnZ2YMWOGc5vNF6vYQagQQgghhBCDhcazQgghhBDbF1Uf0S1btgwzZsxAT08PmpqacM8992Dy5MnWdu+++y6uvPJKnHfeeQXrS6fTSKfTveXNHlZtbW2VbbgQQmyHdGRz1rIwkzXKmbQZxRmjRFOJRJrW268iHxTd6HGCLGpHT4/Zhh7zGADQTu3syJl1FBOxms2b26QDsxzlnemKfkjQYWP5wnV4lNQgVnrOLXgBRQTQIfkYQAUiVh0/9/t8LnRYCtqAH5oRqwBQbeFNLtNecl/kc53RG4maQuNZIYSoLTrah0bEapwjVmOlRaw661TEatEMhYjV9va2f25XvTFte3tbWf29ue3bO1W3AshkMli5ciU2btyIu+++G7fccgsee+wxYzDa1taGI488EiNGjMB9992HRMLOSr2Z+fPn4/LLLx+MpgshhBCiyqxatQo777zzoB+3p6cHEydOxJo1a8raf+zYsVixYgXq6uoq3DJRDTSeFUIIIUR/qMaYtr/jWUBjWmAITKwyRxxxBHbffXf8v//3/wAA7e3tOProo9HQ0IDf/e53kReLf+EPggDr16/HyJEjrV9qhhJtbW0YP348Vq1atV17U1QK9WdlUX9WFvVnZVF/VpZa6c8wDNHe3o5x48bB9wv70g4UPT09yGQy0Rs6SCaT2/UAdFtH49mh/flRS6hPK4v6s7KoPyuL+rOy1Ep/VntM25/xLKAxLTAErACYIAh6B5JtbW04+uijkUqlcN999xV1sVKpFFKplLFs2LBhA9HUAaGlpWVIP/S1hvqzsqg/K4v6s7KoPytLLfRna2trVY9fV1e33Q8khRuNZ4f+50etoT6tLOrPyqL+rCzqz8pSC/1ZzTGtxrP9p6oTq3PnzsWxxx6LXXbZBe3t7bjzzjuxePFiPPDAA2hra8NRRx2Frq4u3HHHHWhra+v1lRo1apTl2SeEEEIIIcRgo/GsEEIIIcT2S1UnVt955x2cccYZWL16NVpbWzF16lQ88MADOPLII7F48WI8+eSTAIA99tjD2G/FihXYddddq9BiIYQQQgghtqDxrBBCCCHE9ktVJ1ZvvfXWra475JBDqp7pdzBJpVKYN2+eJfsS5aH+rCzqz8qi/qws6s/Kov4UojQ0nt2CPj8qj/q0sqg/K4v6s7KoPyuL+lMMFkMueZUQQgghhBBCCCGEEEIMdaqTRlcIIYQQQgghhBBCCCFqGE2sCiGEEEIIIYQQQgghRIloYlUIIYQQQgghhBBCCCFKRBOrg8xVV12Fj3zkI2hoaMCwYcOs9c899xxOPfVUjB8/HvX19dhrr71w4403brW+v/zlL4jH45g2bdrANXoIU4n+/PWvf40jjzwSo0aNQktLC2bMmIEHHnhgkM5g6FGpe3Tx4sXYb7/9kEqlsMcee+C2224b+MYPQaL6EwAuuugiTJ8+HalUaqvP8gMPPIADDzwQzc3NGDVqFE466SS88cYbA9buoUql+jMMQ1x33XX4wAc+gFQqhZ122glXXXXVwDV8iFKp/tzM66+/jubm5q3WJYTYdtCYtrJoTFtZNJ6tLBrPVhaNZyuLxrOi2mhidZDJZDI4+eST8cUvftG5/plnnsHo0aNxxx134MUXX8Q3v/lNzJ07F9///vetbTds2IAzzjgDhx9++EA3e8hSif78n//5Hxx55JH4wx/+gGeeeQaHHnoojj/+eDz77LODdRpDikr06YoVK3Dcccfh0EMPxdKlS/GVr3wF55xzznY5uI/qz82cffbZOOWUU5zrVqxYgRNOOAGHHXYYli5digceeADvvvsuTjzxxIFo8pCmEv0JAF/+8pdxyy234LrrrsMrr7yC++67Dx/+8Icr3dwhT6X6EwCy2SxOPfVUHHTQQZVsohBiiKIxbWXRmLayaDxbWTSerSwaz1YWjWdF1QlFVViwYEHY2tpa1LZf+tKXwkMPPdRafsopp4SXXHJJOG/evHCfffapbANrjEr0Z18mT54cXn755RVoWe3Snz79+te/Hu69997GNqecckp49NFHV7KJNUUx/bm1Z3nhwoVhPB4P8/l877L77rsv9DwvzGQyFW5pbdCf/nzppZfCeDwevvLKKwPTuBqkP/25ma9//evh5z73uZI+O4QQtY/GtJVFY9rKovFsZdF4trJoPFtZNJ4V1UIRqzXAxo0bMWLECGPZggUL8Pe//x3z5s2rUqtqF1d/9iUIArS3txfcRphwny5ZsgRHHHGEsc3RRx+NJUuWDHbTtgmmT58O3/exYMEC5PN5bNy4ET/96U9xxBFHIJFIVLt5Ncdvf/tb7Lbbbvjd736HiRMnYtddd8U555yD9evXV7tpNcujjz6KhQsX4qabbqp2U4QQQxiNaSuLxrSVRePZgUXj2cqi8Wzl0XhWlEu82g0QhXn88cdx11134fe//33vsr/97W+4+OKL8ac//QnxuC5hKbj6k7nuuuvQ0dGBz3zmM4PYstrF1adr1qzBmDFjjO3GjBmDtrY2dHd3o76+frCbWdNMnDgRDz74ID7zmc/g/PPPRz6fx4wZM/CHP/yh2k2rSf7+97/jzTffxMKFC/GTn/wE+Xwes2fPxqc//Wk8+uij1W5ezfHee+/hzDPPxB133IGWlpZqN0cIMUTRmLayaExbWTSeHXg0nq0sGs9WFo1nRX9QxGoFuPjii+F5XsG/V155peR6X3jhBZxwwgmYN28ejjrqKABAPp/Haaedhssvvxwf+MAHKn0qQ4LB7E/mzjvvxOWXX45f/vKXGD16dH9PZchQzT7dFhmo/twaa9aswbnnnouZM2fiqaeewmOPPYZkMolPf/rTCMOwYsepFoPdn0EQIJ1O4yc/+QkOOuggHHLIIbj11luxaNEivPrqqxU7TrUY7P4899xzcdppp+Hggw+uWJ1CiOqgMW1l0Zi2smg8W1k0nq0sGs9WFo1nRS2hn4YrwFe/+lWceeaZBbfZbbfdSqrzpZdewuGHH47zzjsPl1xySe/y9vZ2PP3003j22Wdx4YUXAtj0oRqGIeLxOB588EEcdthhJZ/DUGIw+7Mvv/jFL3DOOedg4cKFluyn1hnsPh07dizWrl1rLFu7di1aWlq2iV/3B6I/C3HTTTehtbUV1157be+yO+64A+PHj8eTTz6JAw88sGLHqgaD3Z877rgj4vG48UV+r732AgCsXLkSkyZNqtixqsFg9+ejjz6K++67D9dddx2ATRlqgyBAPB7Hj370I5x99tkVO5YQYmDRmLayaExbWTSerSwaz1YWjWcri8azopbQxGoFGDVqFEaNGlWx+l588UUcdthhmDlzJq666ipjXUtLC5YtW2Ys+8EPfoBHH30Ud999NyZOnFixdlSLwezPzfz85z/H2WefjV/84hc47rjjKnbsocJg96lL1vPQQw9hxowZFWtDNal0f0bR1dUF3zcFBrFYDMCmL6G1zmD350c/+lHkcjksX74cu+++OwDgtddeAwBMmDBh0NoxUAx2fy5ZsgT5fL63/Jvf/Abf/va38fjjj2OnnXYatHYIIfqPxrSVRWPayqLxbGXReLayaDxbWTSeFbWEJlYHmZUrV2L9+vVYuXIl8vk8li5dCgDYY4890NTUhBdeeAGHHXYYjj76aMyZMwdr1qwBsOmlM2rUKPi+jw996ENGnaNHj0ZdXZ21fHugv/0JbJJKzZw5EzfeeCMOOOCA3m3q6+vR2tpalfOqJpXo0y984Qv4/ve/j69//es4++yz8eijj+KXv/xlQR+wbZWo/gSA119/HR0dHVizZg26u7t7t5k8eTKSySSOO+44XH/99bjiiitw6qmnor29Hf/n//wfTJgwAfvuu2+Vzqw6VKI/jzjiCOy33344++yzccMNNyAIAlxwwQU48sgjt1k56taoRH9ujo7YzNNPP+18Vwkhti00pq0sGtNWFo1nK4vGs5VF49nKovGsqDqhGFRmzpwZArD+Fi1aFIZhGM6bN8+5fsKECVutc968eeE+++wzKO0falSiPz/+8Y87t5k5c2ZVzqnaVOoeXbRoUTht2rQwmUyGu+22W7hgwYJBP5ehQFR/huHW78EVK1b0bvPzn/883HfffcPGxsZw1KhR4Sc+8Ynw5ZdfHvwTqjKV6s9//OMf4Yknnhg2NTWFY8aMCc8888zwvffeG/wTqjKV6s++LFiwIGxtbR2U9gshqofGtJVFY9rKovFsZdF4trJoPFtZNJ4V1cYLw23AKVoIIYQQQgghhBBCCCEGET96EyGEEEIIIYQQQgghhBB90cSqEEIIIYQQQgghhBBClIgmVoUQQgghhBBCCCGEEKJENLEqhBBCCCGEEEIIIYQQJaKJVSGEEEIIIYQQQgghhCgRTawKIYQQQgghhBBCCCFEiWhiVQghhBBCCCGEEEIIIUpEE6tCCCGEEEIIIYQQQghRIppYFUIIIYQQQgghhBBCiBLRxKoQQgghhBBCCCGEEEKUiCZWhRBCCCGEEEIIIYQQokQ0sSqEqGnWrVuHsWPH4lvf+lbvsscffxzJZBKPPPJIFVsmhBBCCCFEcWhMK4QQtYkXhmFY7UYIIUR/+MMf/oBPfvKTePzxxzFp0iRMmzYNJ5xwAr773e9Wu2lCCCGEEEIUhca0QghRe2hiVQixTXDBBRfg4Ycfxv77749ly5bhqaeeQiqVqnazhBBCCCGEKBqNaYUQorbQxKoQYpugu7sbH/rQh7Bq1So888wzmDJlSrWbJIQQQgghREloTCuEELWFPFaFENsEy5cvx9tvv40gCPDGG29UuzlCCCGEEEKUjMa0QghRWyhiVQhR82QyGXz4wx/GtGnTMGnSJNxwww1YtmwZRo8eXe2mCSGEEEIIURQa0wohRO2hiVUhRM3zH//xH7j77rvx3HPPoampCR//+MfR2tqK3/3ud9VumhBCCCGEEEWhMa0QQtQesgIQQtQ0ixcvxg033ICf/vSnaGlpge/7+OlPf4o//elPuPnmm6vdPCGEEEIIISLRmFYIIWoTRawKIYQQQgghhBBCCCFEiShiVQghhBBCCCGEEEIIIUpEE6tCCCGEEEIIIYQQQghRIppYFUIIIYQQQgghhBBCiBLRxKoQQgghhBBCCCGEEEKUiCZWhRBCCCGEEEIIIYQQokQ0sSqEEEIIIYQQQgghhBAloolVIYQQQgghhBBCCCGEKBFNrAohhBBCCCGEEEIIIUSJaGJVCCGEEEIIIYQQQgghSkQTq0IIIYQQQgghhBBCCFEimlgVQgghhBBCCCGEEEKIEtHEqhBCCCGEEEIIIYQQQpTI/wdscUDs+noQlgAAAABJRU5ErkJggg==\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "temp_c = ds_ca['temperature_2m'] - 273.15\n", | |
| "precip_mm = ds_ca['total_precipitation_sum'] * 1000\n", | |
| "\n", | |
| "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", | |
| "temp_c.isel(time=0).plot(ax=axes[0], cmap='coolwarm')\n", | |
| "axes[0].set_title('California temperature, Jan 2023 (C)')\n", | |
| "precip_mm.mean(dim='time').plot(ax=axes[1], cmap='Blues')\n", | |
| "axes[1].set_title('California mean monthly precipitation (mm)')\n", | |
| "plt.tight_layout()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "88d36ea0", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 410 | |
| }, | |
| "id": "88d36ea0", | |
| "outputId": "70c061c9-7bb2-4c0e-bdf9-48fe856bcc6f" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 700x400 with 2 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "australia = sgeom.box(113.33, -43.63, 153.56, -10.66)\n", | |
| "grid_aus = helpers.fit_geometry(\n", | |
| " geometry=australia,\n", | |
| " geometry_crs='EPSG:4326',\n", | |
| " grid_crs='EPSG:4326',\n", | |
| " grid_shape=(256, 256),\n", | |
| ")\n", | |
| "\n", | |
| "ds_aus = xr.open_dataset('ee://ECMWF/ERA5_LAND/MONTHLY_AGGR', engine='ee', **grid_aus)\n", | |
| "ds_aus_2023 = ds_aus.sel(time=slice('2023-01-01', '2023-03-01'))\n", | |
| "(ds_aus_2023['temperature_2m'].isel(time=0) - 273.15).plot(figsize=(7, 4), cmap='coolwarm')\n", | |
| "plt.title('Australia temperature, Jan 2023 (C)')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "e4ea5df5", | |
| "metadata": { | |
| "id": "e4ea5df5" | |
| }, | |
| "source": [ | |
| "## 3. Region from a buffered point in a projected CRS\n", | |
| "\n", | |
| "This uses a point near San Francisco, buffers it in degrees, and requests data on a UTM grid in meters.\n", | |
| "\n", | |
| "The asset is a raw Sentinel-2 surface reflectance collection." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "22dd9080", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 416 | |
| }, | |
| "id": "22dd9080", | |
| "outputId": "ce9b11a6-8c62-48b3-b3b4-d4971c1eb398" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "<xarray.Dataset> Size: 2MB\n", | |
| "Dimensions: (y: 593, x: 470)\n", | |
| "Coordinates:\n", | |
| " * y (y) float64 5kB 4.19e+06 4.19e+06 4.19e+06 ... 4.172e+06 4.172e+06\n", | |
| " * x (x) float64 4kB 5.441e+05 5.441e+05 ... 5.581e+05 5.582e+05\n", | |
| " time datetime64[ns] 8B 2024-06-27T19:04:13.374000\n", | |
| "Data variables:\n", | |
| " B4 (y, x) float32 1MB 0.0349 0.0347 0.0397 ... 0.0738 0.0722 0.0721\n", | |
| " B8 (y, x) float32 1MB 0.3454 0.4885 0.467 ... 0.0457 0.0454 0.0469\n", | |
| "Attributes: (12/17)\n", | |
| " date_range: [1490659200000, 1647907200000]\n", | |
| " description: <p>Sentinel-2 is a wide-swath, high-resolution, m...\n", | |
| " keywords: ['copernicus', 'esa', 'eu', 'msi', 'reflectance',...\n", | |
| " period: 0\n", | |
| " product_tags: ['msi', 'sr', 'reflectance']\n", | |
| " provider: European Union/ESA/Copernicus\n", | |
| " ... ...\n", | |
| " title: Sentinel-2 MSI: MultiSpectral Instrument, Level-2A\n", | |
| " type_name: ImageCollection\n", | |
| " visualization_0_bands: B4,B3,B2\n", | |
| " visualization_0_max: 3000.0\n", | |
| " visualization_0_min: 0.0\n", | |
| " visualization_0_name: RGB" | |
| ], | |
| "text/html": [ | |
| "<pre><xarray.Dataset> Size: 2MB\n", | |
| "Dimensions: (y: 593, x: 470)\n", | |
| "Coordinates:\n", | |
| " * y (y) float64 5kB 4.19e+06 4.19e+06 4.19e+06 ... 4.172e+06 4.172e+06\n", | |
| " * x (x) float64 4kB 5.441e+05 5.441e+05 ... 5.581e+05 5.582e+05\n", | |
| " time datetime64[ns] 8B 2024-06-27T19:04:13.374000\n", | |
| "Data variables:\n", | |
| " B4 (y, x) float32 1MB 0.0349 0.0347 0.0397 ... 0.0738 0.0722 0.0721\n", | |
| " B8 (y, x) float32 1MB 0.3454 0.4885 0.467 ... 0.0457 0.0454 0.0469\n", | |
| "Attributes: (12/17)\n", | |
| " date_range: [1490659200000, 1647907200000]\n", | |
| " description: <p>Sentinel-2 is a wide-swath, high-resolution, m...\n", | |
| " keywords: ['copernicus', 'esa', 'eu', 'msi', 'reflectance',...\n", | |
| " period: 0\n", | |
| " product_tags: ['msi', 'sr', 'reflectance']\n", | |
| " provider: European Union/ESA/Copernicus\n", | |
| " ... ...\n", | |
| " title: Sentinel-2 MSI: MultiSpectral Instrument, Level-2A\n", | |
| " type_name: ImageCollection\n", | |
| " visualization_0_bands: B4,B3,B2\n", | |
| " visualization_0_max: 3000.0\n", | |
| " visualization_0_min: 0.0\n", | |
| " visualization_0_name: RGB</pre>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 7 | |
| } | |
| ], | |
| "source": [ | |
| "sf_point = (-122.4194, 37.7749)\n", | |
| "sf_geom = sgeom.Point(*sf_point).buffer(0.08)\n", | |
| "sf_point_ee = ee.Geometry.Point(list(sf_point))\n", | |
| "\n", | |
| "grid_sf = helpers.fit_geometry(\n", | |
| " geometry=sf_geom,\n", | |
| " geometry_crs='EPSG:4326',\n", | |
| " grid_crs='EPSG:32610',\n", | |
| " grid_scale=(30, -30),\n", | |
| ")\n", | |
| "\n", | |
| "s2_raw = (ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED')\n", | |
| " .filterDate('2024-06-01', '2024-07-01')\n", | |
| " .filterBounds(sf_point_ee)\n", | |
| " .filter('CLOUDY_PIXEL_PERCENTAGE < 20')\n", | |
| " .select(['B4', 'B8']))\n", | |
| "\n", | |
| "ds_s2_raw = xr.open_dataset(s2_raw, engine='ee', **grid_sf)\n", | |
| "(ds_s2_raw[['B4', 'B8']] / 10000).isel(time=0)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "6ceda2e5", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 502 | |
| }, | |
| "id": "6ceda2e5", | |
| "outputId": "659396f8-2c9e-45af-b2e0-d3665d01755d" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 600x500 with 2 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "initialize_ee(use_high_volume=False)\n", | |
| "\n", | |
| "def add_ndvi(image):\n", | |
| " ndvi = image.normalizedDifference(['B8', 'B4']).rename('ndvi')\n", | |
| " return image.addBands(ndvi)\n", | |
| "\n", | |
| "s2_ndvi = s2_raw.map(add_ndvi).select(['ndvi'])\n", | |
| "ds_ndvi = xr.open_dataset(s2_ndvi, engine='ee', **grid_sf)\n", | |
| "\n", | |
| "ndvi_mean = ds_ndvi['ndvi'].mean(dim='time')\n", | |
| "ndvi_mean.plot(figsize=(6, 5), vmin=0, vmax=1, cmap='YlGn')\n", | |
| "plt.title('Mean NDVI near San Francisco, Jun 2024')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "4f6baab6", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 333 | |
| }, | |
| "id": "4f6baab6", | |
| "outputId": "ae33a6ff-f403-49d5-b05d-5e8cf8e4ca9b" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 800x300 with 1 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "ndvi_ts = ds_ndvi['ndvi'].mean(dim=('y', 'x')).to_pandas()\n", | |
| "ax = ndvi_ts.plot(marker='o', figsize=(8, 3))\n", | |
| "ax.set_title('Mean NDVI time series over the AOI')\n", | |
| "ax.set_ylabel('NDVI')\n", | |
| "ax.set_xlabel('Date')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "305062a8", | |
| "metadata": { | |
| "id": "305062a8" | |
| }, | |
| "source": [ | |
| "## 5. Manual grid definition\n", | |
| "\n", | |
| "This example bypasses the helpers and specifies `crs`, `crs_transform`, and `shape_2d` directly.\n", | |
| "\n", | |
| "That is useful when you need a reproducible grid that matches another raster product." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "id": "265c8324", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 410 | |
| }, | |
| "id": "265c8324", | |
| "outputId": "32c379df-7b5e-4518-915c-226922e754bc" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 700x400 with 2 Axes>" | |
| ], | |
| "image/png": 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mWdpYlUJ79uzByJEj0aFDBwwaNMg/vLCTSXGdcgqXKXVEOX78OAYMGIB69erhqaeeKnachQsXYvXq1Zg7dy6aNWuG/Px8cf+UxooVK3D99dcjLi7OsO26desGr9db5NZ2nz59EBMT4/9/+/btAQD33XcfLBaLYbjL5cLhw4cN09esWdNwtSg6OhoDBw7Ejh07kJ6eHlSdevfu7b89WchsNvtvQ/t8Ppw+fRoejwdXXnllsedPeTi/HqdPn8b69evRt29fZGdn+9fj1KlTSE1Nxa+//lpk+5zr1KlTAIC4uDjD8KysLAAI6KrZufM5efJkQNPRpY23NQOUmJiIbt264Z133kFeXh68Xi/uvvtucfxVq1bhhRdewM6dOw3PHBX3R+ncZ2UKxcXFFfv8Tml89dVXmDRpErZs2YK8vDxDWWZmpuHLviR//PEHTCYT6tWrZxjesGFDcZrzx1XN99xGKQA0adKkVPX69ddf8fPPPxf5I1Ho+PHjhv/PmDEDH3/8MXbu3Il33nkHSUlJhnKfz4fXXnsNc+fOxYEDBwx/gIu7tXz+PivcpikpKUWG+3w+ZGZmGubTqFGjIvNs3Lgx8vLycOLECSQnJxe7zgD8DdDzVdStk5ycHAB//nH69ddfkZmZWWQbFirc9oU91VS3aUsjPT0dPXr0QExMDN577z2YzWZ/WeEPkfOf6wOAgoICwzjnys3NxW233Ybs7Gx8+eWXRZ4xKtShQwf/v++55x40a9YMwNnjKRi//vorfvjhh1Ift4EcZwCKfGc0bNiwyHdO48aNAZx9dis5OTngOknn91tvvYW//e1v2LNnD9xud4njl9X58923bx90XcfEiRMxceLEYqc5fvw4atWqpZyvft6jGIXnVeGPk9IqnE+gP0To0sbGWRAGDBiA4cOHIz09HbfccgtiY2OLHe+LL77A7bffjhtuuAFz585FjRo1YLVasXDhwmIfhD73j825zv2SkE7w83/F79+/H127dkXTpk3x6quvIiUlBTabDZ988glmzpxpeMC3ohT3x7C8+Xw+tGrVCq+++mqx5ef/8dqxY4f/j8yuXbvQv39/Q/lLL72EiRMnYujQoXj++ecRHx8Pk8mEMWPGFLvNpH1Wmn0ZrMJ6LF68uNjG27lXUspTYXRFYYPc5/MhKSkJS5cuLXZ86Y98MDIzM3HLLbcgIyMDX3zxRZFn/2rUqAEAOHr0aJFpjx49ivj4+CJX1VwuF+666y788MMPWLNmTakbj3FxcejSpQuWLl0adOPM5/PhpptuEq/UFTacClXGcRZonYo7v5csWYLBgwejV69eePLJJ5GUlASz2Yxp06aVOk5C07Ri6y9dqTy/HoXnxxNPPIHU1NRip1H9qCz88XR+A7dp06YAzn5vBKJwPtLzjETFYeMsCHfeeSdGjBiBr7/+Gu+++6443vvvvw+Hw4E1a9YY/jAsXLgw6GXHxcUV20vsjz/+MPz/P//5D5xOJ1auXGn41R3sLa86derA5/PhwIEDhqs9+/btC2p+5893//79hqtle/fuLdX0DRo0wPfff4+uXbuW+Ms0NzcXQ4YMQfPmzdGxY0e88soruPPOO3HVVVf5x3nvvffQuXNnLFiwwDBtRkZGhXy5Fl4FO9cvv/yC8PBwsXFTeJUxKSkJ3bp1K/c6FScnJwcffvghUlJS/FeNGjRogM8++wzXXnutsiFeWN/du3cr/yhKCgoK0LNnT/zyyy/47LPP0Lx58yLj1KpVC4mJicUGyRY+iH4un8+HgQMHYt26dVi+fDk6deoUUJ3y8/NL9WiAdEw2aNAAOTk5lbb/Cq8mnVufwiDfws4j5VGn9957D/Xr18cHH3xgWNakSZMM46nO1bi4uGIf5Tj/O05Sv359AGd7SgazLrVr10ZYWBgOHDhgGN64cWM0adIEH3/8MV577TXxKuv5Dhw4AJPJVKRxS6TCZ86CEBkZiddffx2TJ09Gz549xfHMZjM0TTP84vv999/9PQiD0aBBA2RmZuKHH37wDzt69Cg+/PDDIssGjL+gMzMzg24YFv4CnTt3rmH4P/7xj6DmV6iw1+v5PV3P7xkm6du3Lw4fPoz58+cXKcvPz0dubq7//08//TQOHjyIt956C6+++irq1q2LQYMGGW6Fmc3mIr/aV6xYoXxGpSy2bNlieBYnLS0NH3/8Mbp37y5eFUlNTUV0dDReeuklw22jQucn4pdVfn4+7r//fpw+fRrPPPOM/w9r37594fV68fzzzxeZxuPx+H9EdO/eHVFRUZg2bZr/FmOhkq7weL1e9OvXD1u2bMGKFSsMtxfP17t3b6xatQppaWn+YevWrcMvv/yCPn36GMYdNWoU3n33XcydO9ffW7A459/KA86ew+vWrSu2Z+j5IiIiiv0x1bdvX2zZsgVr1qwpUpaRkVHk2cSyOnLkiOE7IisrC2+//TbatGnjv/paHnUq7nvnm2++wZYtWwzjhYeH++d7vgYNGmDPnj2G4/j7778v9WuUkpKScOONN2LevHnFXkkt6fywWq248sori23oT5kyBadOncIDDzxQ7Pb49NNPsWrVKsOwbdu2oUWLFgE9RkLEK2dBOvdhZEmPHj3w6quv4uabb8aAAQNw/PhxzJkzBw0bNjQ0rgJxzz334Omnn8add96J0aNH+yMUGjdubPgj3717d9hsNvTs2RMjRoxATk4O5s+fj6SkpGK/sErSrl079O7dG7NmzcKpU6f8URqFv76DfZ6iTZs26N+/P+bOnYvMzEx07NgR69atK/UVufvvvx/Lly/HQw89hA0bNuDaa6+F1+vFnj17sHz5cqxZswZXXnkl1q9fj7lz52LSpElo27YtgLNXMG+88UZMnDgRr7zyCgDgtttuw9SpUzFkyBB07NgRu3btwtKlS/2/xstby5YtkZqaaojSAM7+EZBER0fj9ddfx/3334+2bdvinnvuQWJiIg4ePIj//ve/uPbaazF79mwAZxsS9erVw6BBg0qVVH/48GEsWbIEwNmrZT/99BNWrFiB9PR0PP744xgxYoR/3E6dOmHEiBGYNm0adu7cie7du8NqteLXX3/FihUr8Nprr+Huu+9GdHQ0Zs6ciQceeABXXXWVP/vu+++/R15eHt566y2xPo8//jhWrlyJnj174vTp0/66Fbrvvvv8//7LX/6CFStWoHPnznjssceQk5ODv/71r2jVqhWGDBniH2/WrFmYO3cuOnTogPDw8CLzvPPOOxEREQEAaNWqFbp27Yo2bdogLi4Ov/76KxYsWAC3243p06eXuD3btWuH119/HS+88AIaNmyIpKQkdOnSBU8++SRWrlyJ2267DYMHD0a7du2Qm5uLXbt24b333sPvv/9erldqGzdujGHDhmHr1q2oXr063nzzTRw7dszwY6086nTbbbfhgw8+wJ133okePXrgwIEDeOONN9C8eXP/M4vA2VuRzZs3x7vvvovGjRsjPj4eLVu2RMuWLTF06FC8+uqrSE1NxbBhw3D8+HG88cYbaNGihf+h/JLMmTMH1113HVq1aoXhw4ejfv36OHbsGLZs2YJDhw6V+HaHO+64A88880yR+It+/fph165dePHFF7Fjxw70798fderUwalTp7B69WqsW7fO8MiK2+3Gpk2binSkIipRSPqIXmDOjdJQKS6KYMGCBXqjRo10u92uN23aVF+4cGGxsRcA9JEjRxY7z0GDBhmGffrpp3rLli11m82mN2nSRF+yZEmx81y5cqXeunVr3eFw6HXr1tVffvll/c033yySNl/aNwTk5ubqI0eO1OPj4/0xFHv37tUB6NOnT/ePV1iXEydOFJlHcfXMz8/XR48erSckJOgRERF6z5499bS0tFIniLtcLv3ll1/WW7Roodvtdj0uLk5v166dPmXKFD0zM1PPysrS69Spo7dt27bI2x3Gjh2rm0wmfcuWLbqun43SePzxx/UaNWroYWFh+rXXXqtv2bKlyDYqjNJYsWKFYX7SsVLcNinc50uWLPEfI1dccYW+YcOGYud5/hsCNmzYoKempuoxMTG6w+HQGzRooA8ePNgQzbFr1y4dgD5+/PgSt2Nh5AIAXdM0PTo6Wm/RooU+fPhwZQzAP//5T71du3Z6WFiYHhUVpbdq1Up/6qmn9CNHjhjGW7lypd6xY0c9LCxMj46O1q+++mr93//+t7JOnTp18tepuM/5du/erXfv3l0PDw/XY2Nj9XvvvVdPT083jDNo0CDlPM/dzpMmTdKvvPJKPS4uTrdYLHrNmjX1e+65R//hhx9K3J66fjbepEePHnpUVJQOwHAMZWdn6xMmTNAbNmyo22w2vVq1anrHjh31GTNm+ONZCuMi/vrXvxrmG8jxV/i9tGbNGr1169b+76Lzpy1rnXT9bFzFSy+9pNepU8d/PK9atarYCKDNmzfr7dq10202W5FzfcmSJXr9+vV1m82mt2nTRl+zZo0YpVFcPXRd1/fv368PHDhQT05O1q1Wq16rVi39tttu0997771ixz/XsWPHdIvFoi9evLjY8nXr1ul33HGHnpSUpFssFj0xMVHv2bOnP2am0P/+9z8dgP7rr7+WuEyic2m6Xg5PKNMla+fOnbjiiiuwZMkS3HvvvaGuzgVF0zSMHDnSf5WrIsydOxdPPfUU9u/f7w9ApUtL3bp10bJlyyK320ht2LBh+OWXX/DFF18EPY9evXpB07Qij50QlYS3NanU8vPzizz4PWvWLJhMJtxwww0hqhWpbNiwAaNHj2bDjChAkyZNQuPGjfHVV1/h2muvDXj6n3/+GatWrcLOnTvLv3J00WPjjErtlVdewbZt29C5c2dYLBb873//w//+9z88+OCDRSIrqGpYsWJFqKtAdEGqXbt2kQ4sgWjWrFm5d+ygSwcbZ1RqHTt2xNq1a/H8888jJycHtWvXxuTJk/3vDSQiIqKyC+kzZ5MnTy7SK61JkybYs2cPgLP5Ro8//jiWLVsGp9OJ1NRUzJ07l7doiIiI6KIV8pyzFi1a4OjRo/7Pl19+6S8bO3Ys/vOf/2DFihXYtGkTjhw5oswkIiIiIrrQhfy2psViKfYVNJmZmViwYAHeeecd/zsEFy5ciGbNmuHrr7/GNddcU9lVJSIiIqpwIW+c/frrr6hZsyYcDgc6dOiAadOmoXbt2ti2bRvcbrfh9RtNmzZF7dq1sWXLFrFx5nQ6DYnvPp8Pp0+fRkJCAl88S0REFxxd15GdnY2aNWvCZKr4G14FBQVwuVxBTWuz2eBwOMq5RpeekDbO2rdvj0WLFqFJkyY4evQopkyZguuvvx67d+9Geno6bDZbkZeKV69eHenp6eI8p02bpkxXJyIiuhClpaXhsssuq9BlFBQUoGZYJM6g+BfNlyQ5ORkHDhxgA62MQto4K3yvIgC0bt0a7du3R506dbB8+XLli5RVJkyYgHHjxvn/n5mZidq1ayMtLc3wGo5CBav/Jc7LF52gXFZBtNwxweQt+s7DQj/a5HfyhVnUv1ZMmtx/40iW/O62mDC5S7jF5BPLcl02dX1Mcn2ibPIyPb7i3xsJALquvsLpUGwj1XxVZQVe9amgqlNz2x6xLMci75ODeTWUy0zPsItl2fnydOHyZIiPDO4LFwB+SZO3gUmxyzKz5TgBm019FeBImvy6Ho9bPm69PrmsYWP1eZ2bK9f39Mlcsczrlc8Fn0euT2Ss+o/YZbUixLLEeHn7VYuSv4MaRqWJZQBg0eVpNcjrafPIB6bFq/5u82ny+WnyyfVR8ZoVJwMAXXE3RdfkbWsOsj4l0YTjNjs3F5d364WoqKgKWe65XC4XzsCLtxz1ER7gY+l58GFQ+m9wuVxsnJVRyG9rnis2NhaNGzfGvn37cNNNN8HlciEjI8Nw9ezYsWPFPqNWyG63w24vekJGR0cX2zizhcuNQF9EuLK+tkj5S1PVOIuwFa1HofASG2fyl3y4T55vRJjcyFI1zlCGxlmkTZ7WXYbGWZjFKZZ5fPIhrVqmuQyNsyhbpFimWeUv0wiTvL8AIMwt/2HxKDZRmOI7MbwMjTNHeHCNswJF1pPdrv7ytynWxWSW18XrlY9pR7h6u3t8isakQz6GVMtUNc7sDvUPUUe4/D0TFiFvv/BI+TuopD/yFp/8PaRunMnbx+KVz1tA3TgLtjHkMasbCFWvcaY+Pyvz0ZwIixkRin1SHE0P/vuFjELeW/NcOTk52L9/P2rUqIF27drBarVi3bp1/vK9e/fi4MGD6NChQwhrSUREdHHTrKagPlQ+Qnrl7IknnkDPnj1Rp04dHDlyBJMmTYLZbEb//v0RExODYcOGYdy4cYiPj0d0dDRGjRqFDh06sKcmERERXbRC2sw9dOgQ+vfvjyZNmqBv375ISEjA119/jcTERADAzJkzcdttt6F379644YYbkJycjA8++CCUVSYiIrromcwaTJYAP+bAb7t+/vnn6NmzJ2rWrAlN0/DRRx8ZynVdx3PPPYcaNWogLCwM3bp1w6+//lrifOfMmYO6devC4XCgffv2+PbbbwOuWyiFtHG2bNkyHDlyBE6nE4cOHcKyZcvQoEEDf7nD4cCcOXNw+vRp5Obm4oMPPlA+b0ZERERlp1m1oD6Bys3NxeWXX445c+YUW/7KK6/g73//O9544w188803iIiIQGpqqvK9p++++y7GjRuHSZMmYfv27bj88suRmpqK48ePB1y/UAnp65sqQ1ZWFmJiYnBs8XREhxd9ONRx12MVstzc+c+KZaaGzcSykh4ILYiXu1FnR8oNV7PiIecCi/zAcUnis+VeX2eiguvyna3o2AAAuR75IV+zojerS9FZ4GRuCQ8OK86SJvHHxLIjeXLPQF8JHR98imUez5Q7W4Q75IfPLYoOHBm56od/k6Llh6C9inXx+uSycJv6eN9/VF5Pl1tel/AweZm14tUPc1vN8vbLyLeKZScz5N+6GVnyepbUKSIpXi5T9chMCMuT52mWj1mgpF6X8oP9Fo/8B9Ncht6aUDyc7zPL57XXrO7Q5DXJ+1NVH49iuhxN7qGd71N/z3iFTks5OVnoelVtZGZmFtuxrTwV/s1cmdIcEabAOgTk+ry4Pe2noOupaRo+/PBD9OrVC8DZq2Y1a9bE448/jieeeALA2QSG6tWrY9GiRbjnnnuKnU/79u1x1VVXYfbs2QDO5p2mpKRg1KhRGD9+fMD1CgU+vUdEREQGZblylpWVZficGwwfiAMHDiA9Pd0QRh8TE4P27dtjy5YtxU7jcrmwbds2wzQmkwndunUTp6mK2DgjIiIig7I8c5aSkoKYmBj/Z9q0aUHVoTBwvnp1Y6aoKoz+5MmT8Hq9AU1TFVWpnDMiIiK6sJ0f+l5c9iipsXFGREREBppZgxZg70sNZ8eXQt8DVdgB8NixY6hR4883qhw7dgxt2rQpdppq1arBbDbj2DHjc5UlBdhXNbytSURERAYmsxbUpzzVq1cPycnJhjD6rKwsfPPNN2IYvc1mQ7t27QzT+Hw+rFu37oIKsOeVMyIiIjLQTBo01XvZipumhB7oxcnJycG+ffv8/z9w4AB27tyJ+Ph41K5dG2PGjMELL7yARo0aoV69epg4cSJq1qzp79EJAF27dsWdd96JRx99FAAwbtw4DBo0CFdeeSWuvvpqzJo1C7m5uRgyZEjA9QsVNs6IiIjIQDOboJkDu7mmeu+q5LvvvkPnzp39/x83bhwAYNCgQVi0aBGeeuop5Obm4sEHH0RGRgauu+46rF692vBi9f379+PkyZP+//fr1w8nTpzAc889h/T0dLRp0warV68u0kmgKrt0cs7eeQXRxbzk3HfmlDit++Rp5by9ihC8+Gfnlb6S58j+x5PKcqvq4FK8aFyPTZTLFFk2rugkZX1sufL2K4iSp82MqCGWZfhilcs8lS+/tDncKmcpuRQvN3d71V9CqhyvyyLl4yQtW845c3rUy1RlgBW45X3msAb38mFVHtnZ+siZWvluedtmF8hlJX33mxS5ddn5ipdsm+XpIh3q7ZMQLmd82UxyXuDpAjkv8NAp+dw8eUbOVQOAuBh5I0WFy+uZHC1/P9V1yPmEABDmzhbLPIrsMFWeolWRnQaUnPEo8Znk48tjKSG/EPIx71N8L3o1eZlZWpxcH12dG2YSGjc5Odm4tm3DSs05+6xdW0SYA8w583rRbdv2SqnnxY7PnBERERFVIbytSURERAaaFsQzZyVcfafSY+OMiIiIDDQzAu59qXgKgQLExhkREREZBJVzFkRvTSoeG2dERERkoJlM0EwB9tYMcHySsXFGREREBkHlnAU4PsnYzCUiIiKqQi6dK2deH+AtmqOjN24lTmJPyVHPM/OMWJT35iSxLHzoFLEsatRflYtU5aBpikwai1vOqNLschaQw5mnrI/KkerXimU57qKZc4VK+sXgUzzXcDwnXCw7k6PILVJHTUH1g7B+lJytFuOQs6byPVblMsMt8nwjrPJWspnlrClV1ptHLyF3TVEfiyZvQJdHkaPnVf/SvixaPgfzwuS8rTyXvJ6uEjLtnB55Wodd3gYJYXJdcyNjxLJ8pzpLKjdPfso6TxEdZjHLL5uu5ighg0pxaOqavP1MJjmrTJUpBgAmPbicM1V9PCb1OaYKTdUUEaCa4sl3iyaffyaov2i8KP5YCCbctayCeR2Tic+clZtLp3FGREREpcLbmqHFxhkREREZaFoQHQIUVzEpMGycERERkQGvnIUWG2dERERkENQzZ3xDQLnhNUgiIiKiKoRXzoiIiMiAtzVDi40zIiIiMuAbAkLrkmmc+XIy4fM6iww3R0TKE1nUGTm+6peJZabIEnKEglRSDpokd94zYpkpSt4GWgnbIKP+VWKZW5cPL6dXnq/dLGeyAYDZJGcFHTsjZ1/lKPKivN7gc4QsdeT6RltzFVNGKOdrVmQpWU3yMs2KrKlwsxyMVVKWkkexP1X5aSaTPF+HogwArIpjId5c9HwuZDHJ2zbbKR8jgPr4Uh23UVY5EzAxUs67y8xTHwemcPlqRGaOvP1OZcp/KA/Z45XLTAqX1zPMLK+LKuPLqsn7CwDcJvkY8mnqLDhJnikqqOkAdS6bTbEuVshZeCVlvenCk0YeTd7mFYVXzkLrkmmcERERUemwcRZabJwRERGRARtnocUbxERERERVCK+cERERkcHZK2eBdgjglbPywsYZERERGWimwENoNS8bZ+WFjTMiIiIy4DNnoXXJNM7CB4xHeHTReIusV8cEPU9LgqI7ekysWJT9jyfFMueJ08plVpu6QCz748FeYllkzWpimd0jxxVY4hOV9XHknxHLLrPJXcrPOGqIZekFCcplZubLUQg2RfJH4xQ5YiLMKpcBQIEnuK78KhZNjmwAAFWpxyefunZFBIfFJEcdmCGXAeoojWibHBmiKgs3qaJGALeu2NdQRDMojoMEe4ZymU6fvEy7ST6m3b7g4mFa1VSf87luu1won9bw6fItqb1HwpTLzIuNE8tqROWIZQm2DLHMpKvPMU1XHPGKu2tek7zdLVDH8kjRFQCgKc5As09xHulymXIdIcfZeH3yNq8ozDkLrUumcUZERESlwytnocVmLhEREVEVwsYZERERGRReOQv0E4i6detC07Qin5EjRxY7/qJFi4qM63A4ymN1qxze1iQiIiKDynjmbOvWrfB6/3wWcffu3bjpppvQp08fcZro6Gjs3bv3z2VqF+etVDbOiIiIyKAynjlLTDR2OJs+fToaNGiATp06ycvQNCQnJwe0nAsRb2sSERGRQeGVs0A/AJCVlWX4OJ3ql94DgMvlwpIlSzB06FDl1bCcnBzUqVMHKSkpuOOOO/Djjz+W2zpXJWycERERkZGmBfcBkJKSgpiYGP9n2rRpJS7uo48+QkZGBgYPHiyO06RJE7z55pv4+OOPsWTJEvh8PnTs2BGHDh0qr7WuMi7525qZ+9LEMntMhHLapHGz5PnOeEws87nl7B1VjllJ6vzzI7HsxLNDFPVR5FvlqXOoVHwm+fBSZWap8pkAdSaZL7zkehUn2lZQQrlcpso1smiKMkXmWEl0yL8sHaaSf6UWx6MKB4N6XcyavE+k7KbSiPLKOXqaLs83y1Q007BQgU+RGwbArslZZhZVFpzisNUU2XMlbZ94h5yDlq/LB3yuVy4Ld6hzznIL5JXJtssPYDss8jJj9BPKZUJTZY7J28jsk79PvWb1nzgN8nFr8cnHgTLnTFEfn6bOS5TWU7W8qigtLQ3R5+SK2u3qcw4AFixYgFtuuQU1a9YUx+nQoQM6dOjg/3/Hjh3RrFkzzJs3D88//3zZKl3FXPKNMyIiIjLStCCeOfv/K2fR0dGGxllJ/vjjD3z22Wf44IMPAlqe1WrFFVdcgX379gU03YWAtzWJiIjIoCzPnAVq4cKFSEpKQo8ePQKazuv1YteuXahRQ37jzIWKV86IiIjIoLLeEODz+bBw4UIMGjQIFouxSTJw4EDUqlXL/8za1KlTcc0116Bhw4bIyMjAX//6V/zxxx944IEHAl5uVcfGGRERERlU1rs1P/vsMxw8eBBDhw4tUnbw4EGYzpnnmTNnMHz4cKSnpyMuLg7t2rXD5s2b0bx584CXW9WxcUZEREQGminwK2GKPh2i7t27Qxc692zcuNHw/5kzZ2LmzJmBL+QCxGfOiIiIiKoQXjkjIiIig8p65oyKd8k3znweOeemJKemPiiW2avFyxPmBTdPAPC5FJk+Trks+a9LxLIz0x4Ry1y/H1DWx6E4GXOad1FOK/H41Bd0c5xyVlCkXZG3pciaKkm8Vc6aMnvl7R5mknPi7GZ1tppPcY/A6ZOzpqyaXB9VPpqvhAvpqiwzi2KZJt0nllk96m0QVpChLJeER8SKZQWKbQeo88EizPLJa9Lk9TRBLlNtVwAw6XJ5rPekWOY1VxfLrBb1uVDgko+T41lyHp6GKLEsNjJGuUxVrpiKavs4POqcRtW0Zm9w9dEVWWZl+Q6qdCbT2U+g01C5uOQbZ0RERGSkaVrALxW/WF9CHgpsnBEREZFBZfXWpOJVmS05ffp0aJqGMWPG+Ielp6fj/vvvR3JyMiIiItC2bVu8//77oaskERHRJaDwmbNAP1Q+qkTjbOvWrZg3bx5at25tGD5w4EDs3bsXK1euxK5du3DXXXehb9++2LFjR4hqSkRERFSxQt44y8nJwb333ov58+cjLi7OULZ582aMGjUKV199NerXr49nn30WsbGx2LZtW4hqS0REdAnQTH92CijtJ5igMypWyLfkyJEj0aNHD3Tr1q1IWceOHfHuu+/i9OnT8Pl8WLZsGQoKCnDjjTeK83M6ncjKyjJ8iIiIKADB3NLkbc1yE9IOAcuWLcP27duxdevWYsuXL1+Ofv36ISEhARaLBeHh4fjwww/RsGFDcZ7Tpk3DlClTSl0Hr8sjF5bwcGNYrWR50uryi1h9NeqLZTYhKdk/X5fclV/7ZZdYlvZIb7HMEmYXy+xxctd4AMDvv4tF1iZOsUxXnMRWszpaoEa0vM98is0XbpG7xkdZcpTLVEUh+BRd55XzVHTjBwCzTxFPYZLroymiK1R1NaGE+ijKTT65zK3Z5PpY5NgKAPCEy9PmKmIbCrzyMV0Sq0ne7k5dro8NipgbXd7udq2kSBV52rCCM2JZVIQcGeLxJimX6VZ8LebmK+JYfPJ2jw9TxAsBSDDJsSBmXa6Q2SeXWT35ymWaFDE4qjJNce76THLUiNeqjnGRom4sHvm7tKJomglagFfCAh2fZCHbkmlpaXjsscewdOlSOBzFH7ATJ05ERkYGPvvsM3z33XcYN24c+vbti1275EbIhAkTkJmZ6f+kpaVV1CoQERFdnAqvhAX6oXIRsitn27Ztw/Hjx9G2bVv/MK/Xi88//xyzZ8/G3r17MXv2bOzevRstWrQAAFx++eX44osvMGfOHLzxxhvFztdut8NuD/5XMxER0aWOURqhFbLGWdeuXYtcARsyZAiaNm2Kp59+Gnl5Z2/fmc7b2WazGT6ffNuGiIiI6EIWssZZVFQUWrZsaRgWERGBhIQEtGzZEm63Gw0bNsSIESMwY8YMJCQk4KOPPsLatWuxatWqENWaiIjo4sd3a4ZWlX1DgNVqxSeffILx48ejZ8+eyMnJQcOGDfHWW2/h1ltvDXX1iIiILl6aFng0Bl/fVG6qVONs48aNhv83atSIbwQgIiKqZLxyFlpVqnFGREREVUBhsGyg01C5uOQbZ/UXyc+v7e2XqpzWnSNn6EQ3lMssMdXEMt0iZ+QAgPnEEbHMefK0WBZZS8418nnlzB6zXc51AgCTVT6EvIq8H7cuT+fzqX995Xnk+TaIPiqWWRQ5VL4SUmW8ilPFAjk/zeGW89MsXnV2kSpnSVfcbtBNci6Wz6TY7iXktanKNcgBcyZFbp2U61RIdQypsudsiqwyjyJzrCRhJjmTTLUuVk2uT6Q7Q7lMu1MO0i6wx4hlR9xy1mJ2rnq75zvVeYsSt7yacFdXb3e3We5lrzr2rIrzSFPk7wGApsiVVGWZaV45W80ZLn+/m73ydwXRuS75xhkREREZaZoGLcBnyAIdn2RsnBEREZGRFsRtTb4hoNywcUZEREQG7BAQWmycERERkZFmCiJKg1fOygsbZ0RERGQUzLsyeeWs3LCZS0RERFSF8MoZERERGWiaCVqAtykDHZ9kbJwplPRwoztXzjzKTz8hlkX+skss053qHJyCbDk3y5MrZ6vpipfFW8Ic8gJLONlMERHypLq8zHCTXFcoqgMAHp982Ob6wsUyuyZv2zAtT7lMi0+uryrLzOqUy0w+RSgUSs5okidUZKApurrrJeWcmeXMMVW2mlmxnqocMwDIM8k5e7our4sqy8ynq49p1XzzlVlmcvaVVXHs5drkrDIAMCmOA5MiiyvPLW+7qAh1jll2rlxuscjbwKw4hFxe9Z8b3ao6NuUyp0Vxzisy4kritchfRJpZ3j6qDEJVHiAgf2eqMtcqTCXc1pw8eTKmTJliGNakSRPs2bNHnGbFihWYOHEifv/9dzRq1Agvv/zyRflKRzZziYiIyEAzmYL6BKpFixY4evSo//Pll1+K427evBn9+/fHsGHDsGPHDvTq1Qu9evXC7t27y7KqVRIbZ0RERGSkacF9AmSxWJCcnOz/VKsmv2Hhtddew80334wnn3wSzZo1w/PPP4+2bdti9uzZZVnTKomNMyIiIjIyaX++X7PUn7ONs6ysLMPH6ZRfsfXrr7+iZs2aqF+/Pu69914cPHhQHHfLli3o1q2bYVhqaiq2bNlSPutchbBxRkREROUmJSUFMTEx/s+0adOKHa99+/ZYtGgRVq9ejddffx0HDhzA9ddfj+zs7GLHT09PR/Xq1Q3DqlevjvT09HJfh1BjhwAiIiIyCuY25f+Pn5aWhujoaP9gu734l9rfcsst/n+3bt0a7du3R506dbB8+XIMGzYs8DpfRNg4IyIiIoNgHvAvHD86OtrQOCut2NhYNG7cGPv27Su2PDk5GceOHTMMO3bsGJKTkwNeVlXHxplC43+vVpb//sAdYpkrS45myE87IpaZrOpoAZNN3mWaRRFnYJa71au6P6vmCQCmsDCxTNWl3Ke4o64r4goAwGGWn18wa3KXc48ub7uSlml3y/vT6pLLVHEZJo86NiXoKA1FhInmVcyzhC9iZZSGRT6+TKpjzyZHsQCAZpWjB1T7WvfJ+7OkSAeLSd5++Z7irwAAQJYixiXMLJ8nJcm0yFEbEWb52LN45fVIilbHuOi6vM8KFIet6vA6dEbePgCgx8n7LMaWK5Y5TPL3gR5RQ7lMVRRJlhYnlqmiWqLMxd+SA4CwEuJqbO7i17OkmJsKEYLXN+Xk5GD//v24//77iy3v0KED1q1bhzFjxviHrV27Fh06dCjTcqsiPnNGRERERpr2Z9ZZaT8B3gZ94oknsGnTJvz+++/YvHkz7rzzTpjNZvTv3x8AMHDgQEyYMME//mOPPYbVq1fjb3/7G/bs2YPJkyfju+++w6OPPlquq14V8MoZERERGVTGGwIOHTqE/v3749SpU0hMTMR1112Hr7/+GomJiQCAgwcPwnTOFf2OHTvinXfewbPPPou//OUvaNSoET766CO0bNkyoOVeCNg4IyIiokq3bNkyZfnGjRuLDOvTpw/69OlTQTWqOtg4IyIiIqNKeH0Tydg4IyIiIqMQdAigP7FxRkREREZlyDmjsmPjjIiIiIwKX8kU6DRULtg4K4O6//pYLDv0qPzAos8jZ+uY7IpMKACaWc67MVmD3J0+RZZUhDqbyNmorVh23CRnDKlyqHy6+gTXFb/O7CgQyxyavJ42b75ymWafHO6kyjLTvB65rIQcM2W5R7FMXV5P+BT1UU0HQFPknPls8nx1h+KYVeRMAer8OQ1yfU2anPEVZpFzsQCgwCufg6qMtHy3okyTy6xmua4AYDHJ2121npFW+VxwKuYJABEORZ6i4vwzK05dq0V9fJ3OlTPkbCb5+DIp5nu4QH6JNgBYTYqcM6dcnzM58vaJCosXy+rHnlLWJyosq9jh2R6HcroKwduaIcUtSURERFSF8MoZERERGbG3ZkixcUZERERGmhbEbU02zsoLG2dERERkxN6aIcXGGRERERmxt2ZIsXFGRERERrxyFlJsnBEREREFaevWrdiwYQOOHz8On88Yb/Pqq68GNU82ziqIp0DOxYqICBPLrDHRyvnqbjnfSp1XplhmUqJYpiUkKevj88iZURGmPLEs1yfnp1k1OdMIACK1bLEsJveoPKHiV53XrM6XU+ZteeR9bXbLWVPwlpBzpti2mkexjRQZaMoyRYYeACAiRizSVRloikwtn6ZeZqTzjFjmUewzhylXLMs3RSqXeaZALs8skJd5JkdelzzFYeB2l5D/dUbeZy0bJ4hlceHydL8ckTO8AMCmiEGzK8psFjl3zWZWr2dOgXxLzOmVF6op8gvDLIrjHcC+41FimUtxikU45GW6vfJ3RbZbnRvpthT/JznHF4I/1cw5K5WXXnoJzz77LJo0aYLq1asbcgBVmYAlYeOMiIiIjLQgnjm7BBtnr732Gt58800MHjy4XOfLxhkREREZ8ZmzUjGZTLj22mvLf77lPkciIiK6sBXe1gz0c4kZO3Ys5syZU+7z5ZUzIiIiMuKVs1J54okn0KNHDzRo0ADNmzeH1Wp8PvKDDz4Iar5snBEREREFYfTo0diwYQM6d+6MhISEMnUCOBcbZ0RERGTEENpSeeutt/D++++jR48e5TpfNs6IiIjIQNc06AFeBQp0/ItBfHw8GjRoUO7zZeOsghRk5otl4Tly/ldJOWeaVREyZJJPDJNDkWuUfJlYlF29sbI+boucn1agO8QyiyZnfFk1dTaRzStvW2tBllhm8qrnq+KzKHLQVF9IPjn3SZVjdrZcEbTkU2ekiezyPvE5IpSTFsTVEstU29bilHPpzG75XACArJgUeb5eRb6cT66Pbg3+172uiOrKzJYLs3Pl/WUxB/8HLVeRDXbkhHzMmkvIHMtV7JbdB3LEstg4+fiqmaz47oLyVIHFLH9/Od3yd1DT6hnKZdaMk8/BA8flZaqOg5x8eZ+cUnxfAkBSZPHHicdXQgZhReCLz0tl8uTJmDRpEhYuXIjwcHWOXSDYOCMiIiIjhtCWyt///nfs378f1atXR926dYt0CNi+fXtQ82XjjIiIiAx4W7N0evXqVSHzZeOMiIiIKAiTJk2qkPmycUZERERGvK0ZUtySREREZFQYQhvo5xIyd+5cdOvWDX379sW6desMZSdPnkT9+vWDnjcbZ0RERGRUmHMW6CcA06ZNw1VXXYWoqCgkJSWhV69e2Lt3r3KaRYsWQdM0w8fhkHsJV5S///3vePLJJ9G0aVPY7XbceuutmDZtmr/c6/Xijz/+CHr+vK1ZQbwuOQZBlSDsyZa7qQOAruhvrnvl7vrmCDkmQVNM58g7payP2SFHf+iOZHm+pgKxLNp1UrlMk0/etrpZPqR9ql91qr7xAExuub6aalrVl5WphNNPl6MiUKDIOjAput1b5XgFT2Scsjq5YQlimabLx2WYVY43UU0HAE6z3DXdpIgTsXnk7RNVQnxHmE0+bjPyVfEU8jyjI+XC3//IVdZH5UyWHE+RflQ+ZiMi1cee0ynvF5Mi+sNmk4/3AmcJ55jiVClwyYXR4fJxYNLUx1eYRY5cSYyRt1GOIsLErFiP3fuV1UHrRsV/T+flBRmdUwaV0SFg06ZNGDlyJK666ip4PB785S9/Qffu3fHTTz8hQvE3Kzo62tCIK69U/kDMmzcP8+fPx4ABAwAADz/8MHr16oX8/HxMnTq1zPNn44yIiIiMKuGZs9WrVxv+v2jRIiQlJWHbtm244YYb5MVoGpKT5R9RleHAgQPo2LGj//8dO3bE+vXr0a1bN7jdbowZM6ZM82fjjIiIiMpNVpbxarndbofdrghC/3+ZmZkAzqbuq+Tk5KBOnTrw+Xxo27YtXnrpJbRo0SL4CgehWrVqSEtLQ926df3DWrZsifXr16NLly44cuRImebPZ86IiIjIQNdMQX0AICUlBTExMf7Puc9iSXw+H8aMGYNrr70WLVu2FMdr0qQJ3nzzTXz88cdYsmQJfD4fOnbsiEOHDpXbupfGddddhw8++KDI8ObNm2PdunX43//+V6b5V5nG2fTp06FpWpFLgVu2bEGXLl0QERGB6Oho3HDDDcjPl1/fQ0RERGVUht6aaWlpyMzM9H8mTJhQ4uJGjhyJ3bt3Y9myZcrxOnTogIEDB6JNmzbo1KkTPvjgAyQmJmLevHnlstqlNX78eLRu3brYshYtWmD9+vV47rnngp5/lbituXXrVsybN6/Iim7ZsgU333wzJkyYgH/84x+wWCz4/vvvYQqwRwgRERGVno4/r4QFMg1w9oH96Gj1e6LP9eijj2LVqlX4/PPPcdll8ruei2O1WnHFFVdg3759AU1XVq1btxYbZ8DZW5znXgF85JFHMHXqVFSrVq1U8w95KycnJwf33nsv5s+fj7g4Y2+xsWPHYvTo0Rg/fjxatGiBJk2aoG/fvqW6d01ERERBqoScM13X8eijj+LDDz/E+vXrUa9evYCr6fV6sWvXLtSoUSPgaSvTkiVLijyLpxLyxtnIkSPRo0cPdOvWzTD8+PHj+Oabb5CUlISOHTuievXq6NSpE7788kvl/JxOJ7KysgwfIiIiCoCm/dljs9SfwBpnI0eOxJIlS/DOO+8gKioK6enpSE9PNzy6NHDgQMNt0alTp+LTTz/Fb7/9hu3bt+O+++7DH3/8gQceeKDcVr0i6CXENZ0vpLc1ly1bhu3bt2Pr1q1Fyn777TcAwOTJkzFjxgy0adMGb7/9Nrp27Yrdu3ejUaNGxc5z2rRpmDJlSoXWuzRskXIoniVMLtNUYUkATHY5Z0n3yFk4rmMnxDJ5joCconSWt5q8LrWc8mVmsyI3zOyRywDAZ1ZsA03efj6LvDYWpzpfzpyvKHcq6qtYZpmosswUy/REyb2gsqJqKRfpcGWLZart7rLIWWVmRWYdAETnH1csU/5t6TXJx0iBXc5PAoCsvDCxzOOT//hk58iZWrm58nqeOanOOfN5FZljJrk+Pp/8x+DQQXXWm8Uq78/wCPn4ys6Wc8OqxauDQhVfbYiNUGQxWoPPADObFNmQJnn7ZefK271arLy/LBZ14yXfVXx5vjvk11EqxOuvvw4AuPHGGw3DFy5ciMGDBwMADh48aHiU6cyZMxg+fDjS09MRFxeHdu3aYfPmzWjevHllVbtShKxxlpaWhsceewxr164tNt3X9/9hqyNGjMCQIUMAAFdccQXWrVuHN998U+z9MWHCBIwbN87//6ysLKSkpFTAGhAREV2cKiOEtjRXkzZu3Gj4/8yZMzFz5syAlnMhClnjbNu2bTh+/Djatm3rH+b1evH5559j9uzZ/vTf81vDzZo1w8GDB8X5ljZPhYiIiAR88XlIhaxx1rVrV+zatcswbMiQIWjatCmefvpp1K9fHzVr1izynq1ffvkFt9xyS2VWlYiI6JKiQ4OOAK+EBTg+yULWOIuKiioSNBcREYGEhAT/8CeffBKTJk3C5ZdfjjZt2uCtt97Cnj178N5774WiykRERJeEc0NlA5mGinffffcFFC9SJXLOJGPGjEFBQQHGjh2L06dP4/LLL8fatWvRoEGDUFeNiIjo4sXbmqX2xRdfYN68edi/fz/ee+891KpVC4sXL0a9evVw3XXXAfiz80NpVaktuXHjRsyaNcswbPz48UhLS0Nubi42b97sX1EiIiKiUHr//feRmpqKsLAw7NixA06nE8DZ94S+9NJLQc+3SjXOiIiIKPQKe2sG+rnUvPDCC3jjjTcwf/58WK1/xsxce+212L59e9DzrdK3NS9kjZZ+IpZlzRonlpkc6p6m7lMZYpnPK2f2qDLQfE6XWGb3yZk9AGCzydlFnsg4scySJ4cDm7JOKZepvHSuK+qr2D4lUr0yzKoIaFLk1vksqoQ5wOSR94s3St62zshEsSzfESvXR5FVBgCHbfXFMtWDwAUeVS6d+ss82iFngPl0eZ8cyY0Vy/44pN7u6cflrC63R84rcxXIx1d+gTxPl6IMUGeOZWXIGXuqDLTI6OB7tJ84Kp+7qmy1ti2TlfMNs8nn7m9H5G1w4pS83S+rIef6AUC4InotWxEFd+SoUyw7nSH/Wc1XHCMAkHas+Ay5grzKb/TwmbPS2bt3L2644YYiw2NiYpCRkRH0fC+9LUlERERqlfD6potBcnJyse/1/PLLL1G/vvyDtiRsnBEREZHR/185C+RzKXYIGD58OB577DF888030DQNR44cwdKlS/HEE0/g4YcfDnq+vK1JREREBsw5K53x48fD5/Oha9euyMvLww033AC73Y4nnngCo0aNCnq+bJwRERERBcjr9eKrr77CyJEj8eSTT2Lfvn3IyclB8+bNERkZWaZ5s3FGREREBuwQUDKz2Yzu3bvj559/RmxsbLm+fP3S2pJERERUMg1BdAgIdaUrX8uWLfHbb7+V+3x55ayC/HhHF7GsTvcr5QkVXdGBMsRluOXu+ppFEaGgq+sDk6Kbf1QtsSzSLHflt/nU3c01RbnmkqMFYFXEBygiLwAAHnn76YooDZ8jQi6zqOMMPGb59CwIS1BMJ9fHZQ6Tp0Px3fgLHc2Klevjln/neXzyN3ZJnbtOW+X6qg7NU9nytjt1Rn18xcbI06YdyhfLcrLkeIWIKHmf1GssR58AgMcjR0yolukIl/dnelqGcpnVkuXXzFhtiuMyT45/KWlf5zrlczAmSp5Y1+X1/O2AvL8AIDtb3n6KJBK4XPIx5HXLZWdOZCrrEx4VXuxwtzNbOV1F0GGCHuD1m0DHvxi88MILeOKJJ/D888+jXbt2iIgwfucH8sqmc7FxRkRERAbBhMpeiiG0t956KwDg9ttvh3bO+uu6Dk3T4A0yX5ONMyIiIjLgM2els2HDhgqZLxtnREREREHo1KlThcyXjTMiIiIyYM5Z6Xz++efK8uJe7VQabJwRERGRAW9rls6NN95YZNi5z54F+8zZpbcliYiISKmwQ0Cgn0vNmTNnDJ/jx49j9erVuOqqq/Dpp58GPV9eOSMiIiID3tYsnZiYmCLDbrrpJthsNowbNw7btm0Lar5snFUQW6RDLHOdkbNutJIuC/vkzCNVlpmKo7qcs2SqlqSc1muRM4aictLFMktBlrzMglzlMpUv11XkrumKunrDopSL1C1yTpXbJmeZuWzyKzw8JnWumMUn788Mq7zPCnxyfprbIy/TpMnHFgA4PfJ2P3ZG3u6qH9Px0epl5hTI8y1wyTM+eVqeb26uR7lMj0deptMpT6vKFQtTZY4dls8FAHAVyMdBXpac41WjXjV5uuw85TIP58n5X+HRcvZceJT8vffrH+rMRE2Tyz1euSwnW94+XsX3JQBknZa/a8Ii5fNIled27PejymWqaEK4mtulzmujqqd69erYu3dv0NOzcUZEREQGfOasdH744QfD/3Vdx9GjRzF9+nS0adMm6PmycUZEREQGvK1ZOm3atIGmadDPe2XJNddcgzfffDPo+bJxRkRERAY6grhydgn2MTxw4IDh/yaTCYmJiXA45Fv8pXHpbUkiIiJSKrxyFugnGHPmzEHdunXhcDjQvn17fPvtt8rxV6xYgaZNm8LhcKBVq1b45JNPglpuedi0aROSk5NRp04d1KlTBykpKXA4HHC5XHj77beDnm/AjbNBgwaVGLpGREREF66z0RimAD+BN87effddjBs3DpMmTcL27dtx+eWXIzU1FcePHy92/M2bN6N///4YNmwYduzYgV69eqFXr17YvXt3WVc5KEOGDEFmZtFOftnZ2RgyZEjQ8w24cZaZmYlu3bqhUaNGeOmll3D48OGgF05ERESXrldffRXDhw/HkCFD0Lx5c7zxxhsIDw8Xn9d67bXXcPPNN+PJJ59Es2bN8Pzzz6Nt27aYPXt2Jdf8rMIXnJ/v0KFDxcZslFbAz5x99NFHOHHiBBYvXoy33noLkyZNQrdu3TBs2DDccccdsFrV8QBERERUtZWlQ0BWljEexm63w24vGk3icrmwbds2TJgwwT/MZDKhW7du2LJlS7HL2LJlC8aNG2cYlpqaio8++iigupbVFVdcAU3ToGkaunbtCovlz+aU1+vFgQMHcPPNNwc9/6A6BCQmJmLcuHEYN24ctm/fjoULF+L+++9HZGQk7rvvPjzyyCNo1KhR0JW6GLhyCsQyS7icE+TNl/OFAED3qbOCJI7qcuaRObmGPGGYnOEFALoiV0zT5ddWaKpXWpT0EKquyC7S5Pqo5uu1hasXaZJPFdU2sLnlHCXdKmegAYDbLOcs5Xjk/ZLhlNelQJHhFetQH3t1Ys+IZUmKTCibSc4GCzPL5wkAZLjk/Dm3T14Xu1V+GNeiyKwD1LlsOdnyj09VBlpBvlwWn6A+x04eyxbLHIo8xVPpcn6azaHeBqocNCmLCwA8bvm83rdH/Robe7hcJ4tVPndzM+VjyOZQXyxwu+SMNNdJOcssNzNHLAuPls9rq01dH3t48eeRxaLO5qsIwST+F46fkpJiGD5p0iRMnjy5yPgnT56E1+tF9erVDcOrV6+OPXv2FLuM9PT0YsdPT5dzNStCr169AAA7d+5EamoqIiP/3O82mw1169ZF7969g55/mXprHj16FGvXrsXatWthNptx6623YteuXWjevDleeeUVjB07tiyzJyIiohDQdQ26HmDj7P/HT0tLQ3R0tH94cVfNLnSTJk0CANStWxf9+vUrc+/M8wXcOHO73Vi5ciUWLlyITz/9FK1bt8aYMWMwYMAA/8748MMPMXToUDbOiIiILkimIKIxzo4fHR1taJxJqlWrBrPZjGPHjhmGHzt2DMnJycVOk5ycHND4FW3QoEEVMt+AOwTUqFEDw4cPR506dfDtt9/iu+++w0MPPWTYEZ07d0ZsbGx51pOIiIgqSWVEadhsNrRr1w7r1q3zD/P5fFi3bh06dOhQ7DQdOnQwjA8Aa9euFcevaF6vFzNmzMDVV1+N5ORkxMfHGz7BCrhxNnPmTBw5cgRz5swRX00QGxtbJJiNiIiI6Fzjxo3D/Pnz8dZbb+Hnn3/Gww8/jNzcXH8MxcCBAw0dBh577DGsXr0af/vb37Bnzx5MnjwZ3333HR599NGQ1H/KlCl49dVX0a9fP2RmZmLcuHG46667YDKZin3OrrQCvq15//33B70wIiIiqvoq6/VN/fr1w4kTJ/Dcc88hPT0dbdq0werVq/0P/R88eBAm05/XkTp27Ih33nkHzz77LP7yl7+gUaNG+Oijj9CyZcuAl10eli5divnz56NHjx6YPHky+vfvjwYNGqB169b4+uuvMXr06KDmy9c3ERERkUFlvlvz0UcfFa98bdy4sciwPn36oE+fPkEtq7ylp6ejVatWAIDIyEh/IO1tt92GiRMnBj1fNs4qiNctxz24s+Ru2CXxueWu3yrmCHVUhEQ3q7t+u8JixTJbnhy9YMpXbAOPeh31cDlewRlTXSzzKdbFp4jKAIACm7xMu0eOHXBa5O2uKgOAPJ8csZDrkXs/WUzysRfnCO74AQCrJnfnj7Apohcgx7/4SniyohGK704PAMccKWJZtlPe1wVR6n19KF1ez6gYeb7WfEXcQ6683U8cKZoufi6HImLisrryMy3ZioiJ7zd9r1xmtRQ5XsdilSNMsk7J8R1aNXUgpyqiw+eVlxkWIW8fk0V9fFVPUWy/jHyxTFXXyGj5vI6IUffoO36o+O9MjzsEURp88XmpXHbZZTh69Chq166NBg0a4NNPP0Xbtm2xdevWMvVS5bs1iYiIyKAwSiPQz6Xmzjvv9HdQGDVqFCZOnIhGjRph4MCBGDp0aNDz5ZUzIiIiMuCVs9KZPn26/9/9+vVDnTp1sHnzZjRq1Ag9e/YMer5snBEREREFyO12Y8SIEZg4cSLq1asHALjmmmtwzTXXlHnevK1JREREBpWRc3ahs1qteP/99ytk3mycERERkQEbZ6XTq1evCnnpOm9rEhERkYGOIN6teQk2zho1aoSpU6fiq6++Qrt27RARYexlz5wzIiIiKhc+aPAF2NgKdPyLwYIFCxAbG4tt27Zh27ZthjJN09g4C4Wv218tlkUlR8oTmuS7ybrHG3R9LBFhYplmlnOCYJVzgnSz+hDRTfJ8NV3O29It8ny1EnLONLdTUShv25ywamKZ16TOc1Oti8ksl3lM8rZ1+tSZR06vPO3pXDk/x6x4WCHK7hLLIqxyGQA4NDn3ye6Ty8w+OaPJ7FPva7dFXk8T5O2uUtIp5vPKuWwuV3DLjIiQj6+Tisyskpw6kSuWpf9xXCxLqldLOV+vW95ImuL7K1yR8VUSr1fetsoyRe5apF19jlkUOWguh7zPdJ98jMQkyNvAVMK+NluKXxdVzltFYW/N0qmoV1XymTMiIiKiMnC5XNi7dy88nvIJDGbjjIiIiAwYQls6eXl5GDZsGMLDw9GiRQscPHgQwNlA2nMz0ALFxhkREREZ6Aimx+alZ8KECfj++++xceNGOBx/3kbv1q0b3n333aDny2fOiIiIyCCYK2GX4pWzjz76CO+++y6uueYaaNqf69+iRQvs378/6PmycUZEREQG7BBQOidOnEBSUlKR4bm5uYbGWqB4W5OIiIgM+MxZ6Vx55ZX473//6/9/YYPsX//6Fzp06BD0fHnljIiIiCgIL730Em655Rb89NNP8Hg8eO211/DTTz9h8+bN2LRpU9DzZeOsDDwFwXWZ9TrVeVIVQpVzli9nJZkUmUYA4EuoI5blRdcQyyJ8ihwlrzqISlesi0eRi6V6XNXuyVMu06TLdSqwRIhl+ZpcluOWywDA5ZNPT4dVzn1yWOTj0mGRc8UcZkV+HACLLk9r88g5ZyZVzplXfS54zHLWm0mTt0GYVd5fYXZ1ZlREuFyuysXKzZXX06fIxTKrgukAOMLkvC2XS17PqLgosSzj+BnlMpPrVBfLnAXycWC1yXWt01DOGQRKyjmTt59bsQ3sJexr1W2nhET5/PS45UzJvDz5mD5+WL3dfZ7it4E7BH8zdCDgJMFLsUPAddddh507d2L69Olo1aoVPv30U7Rt2xZbtmxBq1atgp4vG2dERERkwA4BpdegQQPMnz+/XOfJxhkREREZsENA6Xm9Xnz44Yf4+eefAQDNmzfHHXfcAYviTTglYeOMiIiIDHjlrHR+/PFH3H777UhPT0eTJk0AAC+//DISExPxn//8By1btgxqvlWmt+b06dOhaRrGjBlTpEzXddxyyy3QNA0fffRRpdeNiIjoUhJ4AG3gV9ouBg888ABatGiBQ4cOYfv27di+fTvS0tLQunVrPPjgg0HPt0pcOdu6dSvmzZuH1q1bF1s+a9asMuWFEBEREZW3nTt34rvvvkNcXJx/WFxcHF588UVcddVVQc835FfOcnJycO+992L+/PmGlSu0c+dO/O1vf8Obb74ZgtoRERFdenx6cJ9LTePGjXHs2LEiw48fP46GDRsGPd+QN85GjhyJHj16oFu3bkXK8vLyMGDAAMyZMwfJycmlmp/T6URWVpbhQ0RERKXH25qlM23aNIwePRrvvfceDh06hEOHDuG9997DmDFj8PLLLwfdFgnpbc1ly5Zh+/bt2Lp1a7HlY8eORceOHXHHHXeUep7Tpk3DlClTyquKQfMpcnl8LjkPyWQrYZcocse8BXIWjqbKK4uKFYtc1S5TVsdtdohlVm+BWOZxRIpl5hJuYesmeRup8sgsikwtXVP/TvEqllmghcvT6XLOktUs50UB6oyhuDD5GLKaFLlPJnkb2DV1zlm4U/5ysSj2tabItDN75OkAwK7Y7o4wOWsqwiqvi0WRnQYAYWHyseDT5b3idCry3BTnn66rLzecOZkjljnC5HVJrBEjL9OnTrBSZY7FJsj5X45wOeesXh05gxAAVHFvqpivvAJ5+2VlqbMobTbVvpbne/yYfHzFxsvHZdYZdZ5iXpacF1jZ2CGgdG677TYAQN++ff2PXxWe0z179vT/X9M0eEvI8DxXyBpnaWlpeOyxx7B27VrDm9wLrVy5EuvXr8eOHTsCmu+ECRMwbtw4//+zsrKQkpJS5voSERFdKnT97CfQaSrK77//jueffx7r169Heno6atasifvuuw/PPPMMbDb5R8qNN95YJKl/xIgReOONN8qlXhs2bCiX+ZwvZI2zbdu24fjx42jbtq1/mNfrxeeff47Zs2fj4Ycfxv79+xEbG2uYrnfv3rj++uuxcePGYudrt9tht6t/oREREZHMBw2+AG9TBjp+IPbs2QOfz4d58+ahYcOG2L17N4YPH47c3FzMmDFDOe3w4cMxdepU///Dw+W7HYHq1KlTuc3rXCFrnHXt2hW7du0yDBsyZAiaNm2Kp59+GtWqVcOIESMM5a1atcLMmTP9lwqJiIjo4nfzzTfj5ptv9v+/fv362Lt3L15//fUSG2fh4eGlfm49GAUFBfjhhx9w/Phx+M57ZOD2228Pap4ha5xFRUUVCWeLiIhAQkKCf3hxG7N27dqoV69epdSRiIjoUlSWZ87Of/i9ou5oZWZmIj4+vsTxli5diiVLliA5ORk9e/bExIkTy+3q2erVqzFw4ECcPHmySFmgz5mdK+S9NYmIiKhqKXzmLNAPAKSkpCAmJsb/mTZtWrnXb9++ffjHP/5R5A7b+QYMGIAlS5Zgw4YNmDBhAhYvXoz77ruv3OoxatQo9OnTB0ePHoXP5zN8gm2YAVUkhLaQ9BxZoZJ6NREREVHZleXdmmlpaYiOjvYPV101Gz9+PF5++WXlfH/++Wc0bdrU///Dhw/j5ptvRp8+fTB8+HDltOem9Ldq1Qo1atRA165dsX//fjRo0EA5bWkcO3YM48aNQ/Xq1cs8r3NVqcbZhUYzyQeuPUo+GH0euTWtmicA2OPl7vG2xAR5vslyJIY7NkksOxlTX1kfFVWURn54NbFMj5DrAwBmnxxB4dPk6ApVzAZUZQC8JjkiINKbIZapokb0EiJDzJocA+DS5PmaNEV0hU+ep1dTfx04rcHdBtAU0R6qmA0AcOScEMvsBZliWUR4hlgWnVRLucytrhpimSoSA1BEKGTL2z06Tr1drTb5mFZG9ih+zKbUT1QuMzZO7v0WrogaCXPIx3RijHpf28xyfIfqQfMTmfJx63Kpbw4VFMjLzMqS4zLyc+Vsj2Npp8Wy3Ew5FgUAwiLK70H1sgomVLZw/OjoaEPjTOXxxx/H4MGDlePUr//n36EjR46gc+fO6NixI/75z38GVkEA7du3B3D2ylt5NM7uvvtubNy4sVzmdS42zoiIiMgoiGfOEETOWWJiIhIT1T8WCh0+fBidO3dGu3btsHDhQpiUP5aKt3PnTgBAjRryj7BAzJ49G3369MEXX3yBVq1awWo1/pAfPXp0UPNl44yIiIiqtMOHD+PGG29EnTp1MGPGDJw48edV9cLOg4cPH0bXrl3x9ttv4+qrr8b+/fvxzjvv4NZbb0VCQgJ++OEHjB07FjfccIP4Lu9A/fvf/8ann34Kh8OBjRs3Gt4DrmkaG2dERERUPqpaCO3atWuxb98+7Nu3D5ddZnxMp/B5dLfbjb179yIv7+ybGGw2Gz777DPMmjULubm5SElJQe/evfHss8+WW72eeeYZTJkyBePHjw/qSp6EjTMiIiIyqGohtIMHDy7x2bS6desaOg6mpKQUeTtAeXO5XOjXr1+5NswARmkQERHRecoSpXEpGTRoEN59991yny+vnBEREZEBX3xeOl6vF6+88grWrFmD1q1bF+kQ8OqrrwY1XzbOiIiIyKAsURqXkl27duGKK64AAOzevdtQppUQl6TCxpnCpmZtlOXWCDn7SlccpbYoOcvG55YzvABAV2SkKaezyrlrXkV+lQb12ebT5Dvj+daooOZr8+Qrl2lSZHWZfXI2ERQnikeRR1YSiyJ3TVUWaMDjuTRFJpSu2CduTc6v0nX1Uw6aLi9TU+TE+Uzy10yeIu8OAKLcimNBUZ+w3ONiWbJPzqgCgFpx8utgMvLlc95slrdfRLgqN0zOMTs7X/k4USwSFos8nSqPDACsir8Mqr83dqt8XkfY5PMWAJxeeTtk58tlmdnyMt1u9feXV/E9rdqfdru8gSyKjWexyscPALhdxX9fuN3qbUehs2HDhgqZL585IyIiIgM+cxaYffv2Yc2aNcjPP/uDsqxvNGLjjIiIiAwKX98U6OdSc+rUKXTt2hWNGzfGrbfeiqNHjwIAhg0bhscffzzo+bJxRkRERAY+/PncWak/oa50CIwdOxZWqxUHDx5EePifjwj169cPq1evDnq+fOaMiIiIDKpaCG1V9emnn2LNmjVFgnEbNWqEP/74I+j5snFGREREBmyclU5ubq7hilmh06dPw26XO+KVhLc1iYiIiIJw/fXX4+233/b/X9M0+Hw+vPLKK+jcuXPQ8+WVMyIiIjLw6Rp8AYbKBjr+xeCVV15B165d8d1338HlcuGpp57Cjz/+iNOnT+Orr74Ker5snCn4POprtCZF/pDJIufyaIoys6IMACzRkfIyo6LFMk+YPF2+I1Yu0+UMNACwQM7fcei5YpnJJ+diqXLMSuK1yJeRNcUyzSVkXwWb46ViVswTgPIegSrLzGOSs5SskNfTUsI2UMmzx4plqmw1p67Ol7NGFohljpwTYplqX9tzTymX2SrmJ7HsTGSSWJYbJ58rLp8i680tbx8A0DT5OLCaFMe0YrqSetWpMsfcXvnYc1jk+lhM6sfFVRlyR+RdDZcr+MfQVXmUUVFyfWw2efu4XPI2iIgOU9YnL7v4493trPz7hbytWTrR0dH4+eef8frrryMqKgo5OTm46667MHLkSLhLyC1VYeOMiIiIDNg4K5169erh6NGjeOaZZwzDT506hcsuuwxeb3DB8WycERERkYEexOubLsXGmRQ2m5OTA4ejDG+eCXpKIiIiuijxxedq48aNA3C2A8Bzzz1n6LHp9XrxzTffoE2bNkHPn40zIiIiogDs2LEDwNkrZ7t27YLN9uezozabDZdffjmeeOKJoOfPxhkREREZ8JkztcIXng8ZMgSvvfYaoqPlDnnBYOOMiIiIDHxBPHMW6PgXg4ULF1bIfC/5xtmGRpeLZdGXyfETABAWKz/sFxYXIZZZIxXxFCZ1LrBmlrtw625FFEIF/aRRRjN45TK3WY688AYZTQEAdrcc3+FTRExYPPnqGVuCq5Om2O4+TR2boko7yDBXE8usmtx92+GTt49qfwGASRH9YVJEOris8nni0uV9AgAn7bXEsmqKbWtzZotlZleecpmRmYfEsnDLcbFMdXx5rHKEQoEjSlkfp0X+vvAotp8qLsOjq4/nbLe8TLdJPm4dZjkG57fT6isLJzPkMlVchskkr6dVfXjB6ZTLcnPkdVEk2YhxGADgcatjgizWqvMnmVfOQqvqHAlERERUJbBxFlpsnBEREZEBb2uGFt+tSURERFSF8MoZERERGfC2ZmixcUZEREQGPt/ZT6DTUPlg44yIiIgMeOUstPjMGRERERkUNs4C/VSkunXrQtM0w2f69OnKaQoKCjBy5EgkJCQgMjISvXv3xrFjxyq2ouXgkr9y1vnX78Wyr9tfrZy2eouaYllEDTmHyhwl56dpJeScmSLlaX35claX5cgBscwWKdc13JKjrE9c5kGxzGWX85tU8UMui5wJBQB5Jnm+XkXWlMMtr0tuWIJymVavHIikymxTLVMr4YsszxYjloVpclZXVP4J9YyD5DXbxDKPokwly6XI/ANw2Bkrl1nk4zY+Ut7u0eYs5TLDPXJGmoqmy/d0NASfd6fKylNlmfl0+bsk36t+IbNq2ox8edpT2fK6nDqjvudlMivyyixy2ZkMOdfP61WfZG63nM/nU3Q9DA+Xv2ei4+WMS1UGGgCYzcVvd035jXlpmTp1KoYPH+7/f1SUOidw7Nix+O9//4sVK1YgJiYGjz76KO666y589dVXFV3VMrnkG2dERERk5EMQURoVUhOjqKgoJCcnl2rczMxMLFiwAO+88w66dOkC4Gyif7NmzfD111/jmmuuqciqlglvaxIREZGBrutBfQAgKyvL8HGqXsUQoOnTpyMhIQFXXHEF/vrXv8Ljkd+6sG3bNrjdbnTr1s0/rGnTpqhduza2bNlSbnWqCLxyRkRERAZl6RCQkpJiGD5p0iRMnjy5zHUaPXo02rZti/j4eGzevBkTJkzA0aNH8eqrrxY7fnp6Omw2G2JjYw3Dq1evjvT09DLXpyKxcUZEREQGehBRGoWPXaalpSE6+s93qdrt8nO548ePx8svv6yc788//4ymTZti3Lhx/mGtW7eGzWbDiBEjMG3aNOUyLkRsnBEREZFBWa6cRUdHGxpnKo8//jgGDx6sHKd+/frFDm/fvj08Hg9+//13NGnSpEh5cnIyXC4XMjIyDFfPjh07Vurn1kKFjTMiIiIKicTERCQmJgY17c6dO2EymZCUlFRsebt27WC1WrFu3Tr07t0bALB3714cPHgQHTp0CLrOlYGNMyIiIjKoai8+37JlC7755ht07twZUVFR2LJlC8aOHYv77rsPcXFxAIDDhw+ja9euePvtt3H11VcjJiYGw4YNw7hx4xAfH4/o6GiMGjUKHTp0qNI9NQE2zpRskersJmuEnPejWdTZRcHyFShycrxyZg/C5ewdr0leT11Td+jVTfIhZPHIdfVY5SwzVV4UANgg9/xxavJ83TZ5PV26+nmFMKucK6aSb5UzeFTZVwBg0uX9GeaSs7h8iqw3p1XOFXOb1NvAq/i60BSd6N26XJ+StoHDIm8Dj0/Ovsp2y8eB06vOjEqwyeeuKldMRbWeGW45zw4ATuXI+yzHKdfVYZX3yZFT6q/+qHC5vlm58jbwKk5dh0O97VxyXJnyj77dLm+DggLFdyKA+Hj5O9zjkVcmP1+Rj6bYCFGx6gxHzVT8NrLaXcrpKkJVe0OA3W7HsmXLMHnyZDidTtSrVw9jx441PIfmdruxd+9e5OX9+X09c+ZMmEwm9O7dG06nE6mpqZg7d27FVbScsHFGREREBrpPhx7gpbBAxw9E27Zt8fXXXyvHqVu3rj/Oo5DD4cCcOXMwZ86cCqtbRWDjjIiIiAyq2m3NSw0bZ0RERGRQ1W5rXmr4hgAiIiKiKoRXzoiIiMjA59OVL3+XpqHywcYZERERGfC2ZmixcaaQeVCOKwAAe+Rhseyy6+PFMs0qd+U31bhMXamsDLksTO5y742pJpZZ3bliWaQizgEAdE3uHm/2yt2/NcVZ7FFEe5wtl7uq25Evlrk1eb75PrlLPQDYLXIsiEkR/eFVxFp4UYa4FUUaRJ5Jju/I9kSKZWao97UqgkL1fITFJL+YOMKqfiGykCwAAMhxyfXJU5Sdcqv3da5DjhQJ9o9PgUcR9+BWP11yKlMud7rkCjns8te7qYQHWhSnNSLUaRAiXVdHaTgVURq5iiSb8DB5257JVNcppYY8bXaeXHYwTT6mVVePrIqYFgCwC/vMUsJ3YkVg4yy02DgjIiIiA5+uwxdgayvQ8UnGxhkREREZ6L4/X2QeyDRUPthbk4iIiKgKqTKNs+nTp0PTNIwZMwYAcPr0aYwaNQpNmjRBWFgYateujdGjRyMzs4SHCIiIiKhMdOjQ9QA/JbyOjUqvStzW3Lp1K+bNm4fWrVv7hx05cgRHjhzBjBkz0Lx5c/zxxx946KGHcOTIEbz33nshrC0REdHFTfcBPt7WDJmQN85ycnJw7733Yv78+XjhhRf8w1u2bIn333/f//8GDRrgxRdfxH333QePxwOLJeRVJyIiuigVXg0LdBoqHyG/rTly5Ej06NED3bp1K3HczMxMREdHKxtmTqcTWVlZhg8RERGVXuG7NQP9UPkI6eWnZcuWYfv27di6dWuJ4548eRLPP/88HnzwQeV406ZNw5QpU8qlfp1//V5Z/nX7q8WynLR0sSyheQuxTLfLWWUAgGpyRpM3PFosM7nknC6LM0csU+WRlUhxjdvklfOtHE71c4VWj5xlluNIEMu8ZTjcXbqcfaXKB9MhZzv5SvhtFKbL+XMFpgixzOmT62rS5H1i1eTsJgDwanJGkyoDzWGW97WlhGU6NXm+bq+8/XKdcl3zneq8rYwcefvlq2PZRKorCmZVmBuAfKc8bUSYImdQEallLuFneYFLnm/1GDmQLNwm78/j2fJ2BQCfLlcqOlKujyqTLTdPvaI2q7xtVbf0LBZ5vmW5ehQXV3yeWYE9BDlnPh16gK2tQMcnWciunKWlpeGxxx7D0qVL4XCoQyGzsrLQo0cPNG/eHJMnT1aOO2HCBGRmZvo/aWlp5VhrIiIioooVsitn27Ztw/Hjx9G2bVv/MK/Xi88//xyzZ8+G0+mE2WxGdnY2br75ZkRFReHDDz+EVZGuDwB2ux12u/oXGhEREcn4hoDQClnjrGvXrti1a5dh2JAhQ9C0aVM8/fTTMJvNyMrKQmpqKux2O1auXFniFTYiIiIqO774PLRC1jiLiopCy5YtDcMiIiKQkJCAli1bIisrC927d0deXh6WLFlieLg/MTERZtUDFURERBQ09tYMrSqbR7F9+3Z88803AICGDRsayg4cOIC6deuGoFZEREQXP76+KbSqVONs48aN/n/feOONbIUTERGFAF98HlohzzkjIiIioj9VqStnF5prvvlWLNs/sIc8YY4cjKtHxiqXmZtQXyyLPPGbPKHierPFK2cTZcTVU9bHpsgc85jlzLGI3BNimeaTc8MAwOKTlxnjPSqWnY5KEcvizGeUyzTpcp08iiwuTVPkKOnq5yadWphYFuWR6xuln5aXqcgq8/nUv9VOmqqLZRGWPLHM7ZO3j0dXfwVl5MudgLLz5XXJLZDDr7zqwwsJMfK54rDJ881T5Kc5FblhphJ+IifGydNazPLxFRMmn9dxYfI5BABhFjnQTZWHF4FssayaQ85hBNQ5ZxkuOdfvl3S5LC9PvbO3/6DO2ZOcOiFnQ0bFyudteLg6bcDjKX5/SsMrEp85Cy02zoiIiMiAvTVDi40zIiIiMmDOWWixcUZEREQGuh7E65vYOis37BBAREREBvr/99YM5FORjbONGzdC07RiP6r3c994441Fxn/ooYcqrJ7lhVfOiIiIqErr2LEjjh41dviaOHEi1q1bhyuvvFI57fDhwzF16lT//8PDwyukjuWJjTMiIiIy0H1B3NaswA4BNpsNycnJ/v+73W58/PHHGDVqFDRN7tEMnG2MnTvthYC3NYmIiMigsHEW6AeA/3WLhR+nU45mCdbKlStx6tQpDBkypMRxly5dimrVqqFly5aYMGEC8vLk6J+qglfOKog73y2WeU6fEsssJbwzNELxC8HrkPN+PPZIsUyV4RXmzFTWx+rKFcs0xXxVfGa7slzzydlEZleBWGbzymW5JnUGkwPyyWyCnIulyoHToP6Vqcok0xS5dU6LfMne4ZbzmUra7lFmOcNKldnmVazHaWeUcpkFHnlaVa5YhCP4X/C5BfJvVrciFkv14131LI5dkZ0GAFaLPG18hPw9E2mT/yDG2uR9CaiPTVWZSZFRGG6SvysAwKvJf46cFptYZlZcYvCWcCVHlWjvCJPrEx4lnysOhzyd3a7+fvd4ij+vPd7Kfy+STz/7CXQaAEhJMWZKTpo0CZMnTy6fiv2/BQsWIDU1FZdddplyvAEDBqBOnTqoWbMmfvjhBzz99NPYu3cvPvjgg3KtT3lj44yIiIgMynJbMy0tDdHRf/7gtdvlxuz48ePx8ssvK+f7888/o2nTpv7/Hzp0CGvWrMHy5ctLrNODDz7o/3erVq1Qo0YNdO3aFfv370eDBg1KnD5U2DgjIiIig7K8ISA6OtrQOFN5/PHHMXjwYOU49esb34yzcOFCJCQk4Pbbbw+ofgDQvn17AMC+ffvYOCMiIiI6X2JiIhITE0s9vq7rWLhwIQYOHAirVf06rOLs3LkTAFCjRo2Ap61M7BBAREREBj7fn69wKv2n4uu1fv16HDhwAA888ECRssOHD6Np06b49tuz773ev38/nn/+eWzbtg2///47Vq5ciYEDB+KGG25A69atK76yZcArZ0RERGRQVV98vmDBAnTs2NHwDFoht9uNvXv3+ntj2mw2fPbZZ5g1axZyc3ORkpKC3r1749lnn63wepYVG2dERERkUNVyzgq98847YlndunUNDcSUlBRs2rSpwutUEdg4K4NNzdqIZSnt5e695kg5PkCPq6ZcpqlA7o7uikwQy6wFWXJ9ss+IZbZ8dfd3OMLEIl+YYj2tctd4KIoAQFdEMxREyNvPZXaIZT6f+g6/xecSy7ymwJ97AAC7S461AACzV15mviNOLAtzyTEJmiL2QxXdAQBmRYSJR5O3gUWTp4u0yvEmAJBnk+erKlMp6e+HKprBrDg2nXKqBawWOS7DpE7SQLhNEdVilqMrbCZ5u1shH1uAOh5GV2SGqI6hMLc6vsOj2Lga5IfLI8PkukZFqv/EqfaL6hZdRIRc1/BwVZSG+nvGJxycPk/lP4FUVRtnlwo2zoiIiMjAB12ZAydNQ+WDHQKIiIiIqhBeOSMiIiID3tYMLTbOiIiIyKCq9ta8VLBxRkRERAb6/2eXBToNlQ82zoiIiMiAtzVDi40zIiIiMuBtzdBi46wMcvbli2Xu1nLokS9Xzg4z56mzr/TIWLHMmp8hlmm/7hbL3BmZ8gJN6g69JoddLDPXbSiW+RRZSbDJ2WkA4LLL+WlOS7hYZvU6xTKTSf3eEU3RRVyVgRaef1qujyJ7DgB0Td72Vouc2Wb2yceeap5hLnV9sh1yhlyEVz6GVNvOZFZvd5dD/ory+eRjKM8t5225PepgMbtVrlNOvrz9jp+UM8dqJMn1iQ6XpwOAaId8fKly4sLMcpkqxwwArD75XCkpD0+iOk9KKk+2HBbLnNFy3t0BTf4+ANRZZjk56vpK0v6Qv99NJYTa2YTj3aXIt6SLExtnREREZKD7fNADfFlmoOOTjI0zIiIiMvAF0SEg0PFJxsYZERERGfCZs9Bi44yIiIgM2FsztNg4IyIiIgM2zkKL79YkIiIiqkJ45YyIiIgMfPDBpwfW+9JXQkQLlR4bZwqfhDdVlse2jBTLLHZ505rC5RwvPeOMcplatpxFpeXniWVnvt8jlmX8fkIsszjkDCEACE+Qt0HENTeLZZnhyWKZF+ocJZtPzm+KcMrbz+KSt48q/wsANMWXlFk1X5O8Lj6rnFUGADrkTCR7QYZYpikeynXbIsSyEiLtEKnYtl6TfLyrtm2kJ0O5TN0qbwNHlJxDleWS861O56m3+8kseZ+ZFdvohlbycen2yhPGOtQZVrquOA5M8jYI01THuzpvS5VlVlJemeSUvaay3K3L3zW7jyWJZXarfLwfOyZnUQJA7RT5ODl5XN4vGafksuh4+RwLj1B/n8bEFJ8bWZDnUU5XEXRf4LcpA2zLkQIbZ0RERGTAZ85Ci40zIiIiMmCURmixcUZEREQGPp8PvgAT/wMdn2TsrUlERERUhfDKGRERERnwmbPQYuOMiIiIDHTdBz3A7peBjk8yNs4UrFHqzRNdK1os87q9YpnudotlmkPdzR9mRTRDgVMsyzx4Uixz5shd431e9S8hW4S8Lrbc02JZpEnuUq4ruvEDgMdsE8vMbjnOwJorR0H4rMV3YS8NzSd3c1eVwStvOwAwFcjd9T0RsYoKyTEJJp98XFpzTynrkxddQyyzK7a7yStvg5NRdZTLtOtyFIJHk8/PSKtcH69D/TRHuE0+/iJt8jlmN8v7M9win0cRJjnyAgB8iqdPzJD3p0lXfAeV8ESLKjrG6pG3gabIudLN8cpl5nrk7z6LWd5+Nou8zNg49Xl97Lj83edyydsvqVaMWNaimRwvFB+lbrxEO4o/hnJz5LpUFF45Cy02zoiIiMgoiMYZ2DgrN2ycERERkYFPD+INAbytWW7YW5OIiIiqvBdffBEdO3ZEeHg4YmNjix3n4MGD6NGjB8LDw5GUlIQnn3wSHo/6DQunT5/Gvffei+joaMTGxmLYsGHIycmpgDUoPTbOiIiIyKDwmbNAPxXJ5XKhT58+ePjhh4st93q96NGjB1wuFzZv3oy33noLixYtwnPPPaec77333osff/wRa9euxapVq/D555/jwQcfrIhVKDXe1iQiIiIDXfdBDzBUtqJ7a06ZMgUAsGjRomLLP/30U/z000/47LPPUL16dbRp0wbPP/88nn76aUyePBk2W9HOZD///DNWr16NrVu34sorrwQA/OMf/8Ctt96KGTNmoGZN9TthKwqvnBEREZFBWa6cZWVlGT5Op9zDtzxt2bIFrVq1QvXq1f3DUlNTkZWVhR9//FGcJjY21t8wA4Bu3brBZDLhm2++qfA6S9g4IyIiIoPCnLNAPwCQkpKCmJgY/2fatGmVUuf09HRDwwyA///p6eniNElJSYZhFosF8fHx4jSVgbc1FW46tltZvvnKq8Qyk1nOmsr59YBYZk+IUy7TXjtFLLMkJoplXrcif0jxnIA7X53F5cyW86QsJw+LZVa7nAUETf2bwWKWD9u88GpBzdeWfUK5TE2R46VlyHluiJLzkLyRscplquprdiqysRQvHza75Nww3aTOl3PkyzlxeRHysWcyyQ/j2n1yfQAg3yQfJxbI87WYFWUOdWaUKm/LppivWVPlisnfB6osNwBwaXJ9rLp8RcKnyAsMd2cpl6nMw3PL+XuaYrpwm/oBa4tV8dB2rFxU4JFzD+Njw5TLPKW4C1ejVpRyWkmEQz7/Iu3qB9MdluLLvcLwqiotLQ3R0X/mgNrtct7c+PHj8fLLLyvn9/PPP6Np06blVr8LARtnREREZODzAb4AH/AvfEQtOjra0DhTefzxxzF48GDlOPXr1y/VvJKTk/Htt98ahh07dsxfJk1z/PhxwzCPx4PTp0+L01QGNs6IiIjIQPcF0SEgwPEBIDExEYmKuz6B6NChA1588UUcP37cf6ty7dq1iI6ORvPmzcVpMjIysG3bNrRr1w4AsH79evh8PrRv375c6hUMPnNGREREBlUxSuPgwYPYuXMnDh48CK/Xi507d2Lnzp3+TLLu3bujefPmuP/++/H9999jzZo1ePbZZzFy5Ej/rdVvv/0WTZs2xeHDZx+7adasGW6++WYMHz4c3377Lb766is8+uijuOeee0LWUxOoQo2z6dOnQ9M0jBkzxj+soKAAI0eOREJCAiIjI9G7d2//JUoiIiKqGGXpEFBRnnvuOVxxxRWYNGkScnJycMUVV+CKK67Ad999BwAwm81YtWoVzGYzOnTogPvuuw8DBw7E1KlT/fPIy8vD3r174T7nHddLly5F06ZN0bVrV9x666247rrr8M9//rNC16UkVeK25tatWzFv3jy0bt3aMHzs2LH473//ixUrViAmJgaPPvoo7rrrLnz11VchqikREdHFryq++HzRokVixlmhOnXq4JNPPhHLb7zxRujndZqKj4/HO++8Ux5VLDchv3KWk5ODe++9F/Pnz0dc3J89FTMzM7FgwQK8+uqr6NKlC9q1a4eFCxdi8+bN+Prrr0NYYyIiIqKKE/IrZyNHjkSPHj3QrVs3vPDCC/7h27Ztg9vtRrdu3fzDmjZtitq1a2PLli245pprip2f0+k0BN5lZmYCOBuKV95yvXK3cbNb7vrscLrEMmeBOqzPnidHOkBTxHco6uNSvHdMM8nzBACfYr5ZeXJEQEGO3B2/pCgNnyJKw2mTp/Xky8u05SqiKQBobnm/aKp9YpK7+Xs1uQwATE5F7IViG6iiNGCW4xVKitLwWeTjPV+XIwtUsQwFNvXxVaDJ66KKp1Bx6vL5BwB5HrncpYzSUMTVKOpqhTpiwq3JcTYWxbr4FOeR16NepmqfWdzyuaKK0sguw3rmeuR1UUVp5Oepo4AK8uT96fUGd4suL9cqljmgro9uLb48Nyf7bLnq3C5nHld2wA/4ez2K73UKSEgbZ8uWLcP27duxdevWImXp6emw2WxFXm5avXp1ZTDctGnT/K94OFdKipwPViF2Ksr+V1mVCLGPN4S6BkREF41Tp04hJkbOTiwPNpsNycnJ+G5d36CmT05OLvY1SRSYkDXO0tLS8Nhjj2Ht2rVwOOSQxUBNmDAB48aN8//f5/Ph9OnTSEhIgKa4slSesrKykJKSUiSI72LD9bx4XArrCHA9LzaXynpmZmaidu3aiI+Pr/BlORwOHDhwAC6X+gqzxGazlevf9EtVyBpn27Ztw/Hjx9G2bVv/MK/Xi88//xyzZ8/GmjVr4HK5kJGRYbh6duzYMWUwnN1uL5JGfP7Vt8oSSBDfhYzrefG4FNYR4HpebC6V9TSZKucxcYfDwQZWiIWscda1a1fs2rXLMGzIkCFo2rQpnn76aaSkpMBqtWLdunXo3bs3AGDv3r04ePAgOnToEIoqExEREVW4kDXOoqKi0LJlS8OwiIgIJCQk+IcPGzYM48aNQ3x8PKKjozFq1Ch06NBB7AxAREREdKELeW9NlZkzZ8JkMqF3795wOp1ITU3F3LlzQ12tEtntdkyaNEn5steLAdfz4nEprCPA9bzYcD3pYqXpldk3l4iIiIiUQh5CS0RERER/YuOMiIiIqAph44yIiIioCmHjjIiIiKgKYeOsDF588UV07NgR4eHhxQbdfv/99+jfvz9SUlIQFhaGZs2a4bXXXhPn99VXX8FisaBNmzYVV+kglMd6fvDBB7jpppuQmJiI6OhodOjQAWvWrKmkNSid8tqfGzduRNu2bWG329GwYUMsWrSo4isfgJLWEwBGjx6Ndu3awW63i8fjmjVrcM011yAqKgqJiYno3bs3fv/99wqrd6DKaz11XceMGTPQuHFj2O121KpVCy+++GLFVTxA5bWehfbt24eoqKiQhXcXpzzWcePGjbjjjjtQo0YNREREoE2bNli6dGnFVjxA5bUvf/jhB1x//fVwOBxISUnBK6+8UnGVpgrBxlkZuFwu9OnTBw8//HCx5du2bUNSUhKWLFmCH3/8Ec888wwmTJiA2bNnFxk3IyMDAwcORNeuXSu62gErj/X8/PPPcdNNN+GTTz7Btm3b0LlzZ/Ts2RM7duyorNUoUXms54EDB9CjRw907twZO3fuxJgxY/DAAw9UqYZoSetZaOjQoejXr1+xZQcOHMAdd9yBLl26YOfOnVizZg1OnjyJu+66qyKqHJTyWE8AeOyxx/Cvf/0LM2bMwJ49e7By5UpcffXV5V3doJXXegKA2+1G//79cf3115dnFcusPNZx8+bNaN26Nd5//3388MMPGDJkCAYOHIhVq1ZVRJWDUh7rmZWVhe7du6NOnTrYtm0b/vrXv2Ly5Mn45z//WRFVpoqiU5ktXLhQj4mJKdW4jzzyiN65c+ciw/v166c/++yz+qRJk/TLL7+8fCtYTspjPc/VvHlzfcqUKeVQs/JVlvV86qmn9BYtWhjG6devn56amlqeVSwXpVlP6XhcsWKFbrFYdK/X6x+2cuVKXdM03eVylXNNy6Ys6/nTTz/pFotF37NnT8VUrhyVZT0LPfXUU/p9990X0DlQmcpjHc9166236kOGDCl7xcpZWdZz7ty5elxcnO50Ov3Dnn76ab1JkyblXEuqSLxyVskyMzOLvLx24cKF+O233zBp0qQQ1ar8Fbee5/L5fMjOzq6UF/lWpPPXc8uWLejWrZthnNTUVGzZsqWyq1ah2rVrB5PJhIULF8Lr9SIzMxOLFy9Gt27dYLVaQ129cvOf//wH9evXx6pVq1CvXj3UrVsXDzzwAE6fPh3qqpW79evXY8WKFZgzZ06oq1JpSvqeuhBt2bIFN9xwA2w2m39Yamoq9u7dizNnzoSwZhQINs4q0ebNm/Huu+/iwQcf9A/79ddfMX78eCxZsgQWS5V+YUOpFbee55sxYwZycnLQt2/fSqxZ+SpuPdPT01G9enXDeNWrV0dWVhby8/Mru4oVpl69evj000/xl7/8BXa7HbGxsTh06BCWL18e6qqVq99++w1//PEHVqxYgbfffhuLFi3Ctm3bcPfdd4e6auXq1KlTGDx4MBYtWnRJvEAcAJYvX46tW7diyJAhoa5KuZK+gwrL6MLAxtl5xo8fD03TlJ89e/YEPN/du3fjjjvuwKRJk9C9e3cAgNfrxYABAzBlyhQ0bty4vFdFqTLX83zvvPMOpkyZguXLlyMpKamsq6IUyvWsTBW1npL09HQMHz4cgwYNwtatW7Fp0ybYbDbcfffd0CvwpSOVvZ4+nw9OpxNvv/02rr/+etx4441YsGABNmzYgL1795bbcs5X2es5fPhwDBgwADfccEO5zbMklb2O59qwYQOGDBmC+fPno0WLFhWyjEKhXE+6cF0cl2rK0eOPP47Bgwcrx6lfv35A8/zpp5/QtWtXPPjgg3j22Wf9w7Ozs/Hdd99hx44dePTRRwGc/WOg6zosFgs+/fRTdOnSJeB1KI3KXM9zLVu2DA888ABWrFhR5PZfRajs9UxOTsaxY8cMw44dO4bo6GiEhYUFtJxAVMR6qsyZMwcxMTGGXmBLlixBSkoKvvnmG1xzzTXltqxzVfZ61qhRAxaLxfDjqVmzZgCAgwcPokmTJuW2rHNV9nquX78eK1euxIwZMwCc7aHq8/lgsVjwz3/+E0OHDi23ZRWq7HUstGnTJvTs2RMzZ87EwIEDy33+56vs9ZS+gwrL6MLAxtl5EhMTkZiYWG7z+/HHH9GlSxcMGjSoSPf76Oho7Nq1yzBs7ty5WL9+Pd577z3Uq1ev3Opxvspcz0L//ve/MXToUCxbtgw9evQot2WrVPZ6dujQAZ988olh2Nq1a9GhQ4dyq0Nxyns9S5KXlweTyXjh3Ww2Azj7A6OiVPZ6XnvttfB4PNi/fz8aNGgAAPjll18AAHXq1Kmw5Vb2em7ZsgVer9f//48//hgvv/wyNm/ejFq1alXIMit7HYGzcRq33XYbXn75ZeVjF+WpstezQ4cOeOaZZ+B2u/3Pf65duxZNmjRBXFxcpdWDyoaNszI4ePAgTp8+jYMHD8Lr9WLnzp0AgIYNGyIyMhK7d+9Gly5dkJqainHjxvnv95vNZiQmJsJkMqFly5aGeSYlJcHhcBQZHkplXU/g7K3MQYMG4bXXXkP79u3944SFhSEmJiYk63W+8ljPhx56CLNnz8ZTTz2FoUOHYv369Vi+fDn++9//hmq1iihpPYGzWVc5OTlIT09Hfn6+f5zmzZvDZrOhR48emDlzJqZOnYr+/fsjOzsbf/nLX1CnTh1cccUVIVozo/JYz27duqFt27YYOnQoZs2aBZ/Ph5EjR+Kmm26q9EcRJOWxnoVXAwt99913xX4/hUp5rOOGDRtw22234bHHHkPv3r3956/NZqsynQLKYz0LH5UZNmwYnn76aezevRuvvfYaZs6cGaK1oqCEuLfoBW3QoEE6gCKfDRs26Lp+tqtzceV16tQR51kVozTKYz07depU7DiDBg0KyToVp7z254YNG/Q2bdroNptNr1+/vr5w4cJKXxeVktZT1+X9deDAAf84//73v/UrrrhCj4iI0BMTE/Xbb79d//nnnyt/hQTltZ6HDx/W77rrLj0yMlKvXr26PnjwYP3UqVOVv0KC8lrPc1W1KI3yWEdpHp06dQrJOhWnvPbl999/r1933XW63W7Xa9WqpU+fPr3yV4bKRNP1Cnx6l4iIiIgCwt6aRERERFUIG2dEREREVQgbZ0RERERVCBtnRERERFUIG2dEREREVQgbZ0RERERVCBtnRERERFUIG2dEREREVQgbZ0RERERVCBtnRERERFUIG2dEREREVQgbZ0QUsBMnTiA5ORkvvfSSf9jmzZths9mwbt26ENaMiOjCxxefE1FQPvnkE/Tq1QubN29GkyZN0KZNG9xxxx149dVXQ101IqILGhtnRBS0kSNH4rPPPsOVV16JXbt2YevWrbDb7aGuFhHRBY2NMyIKWn5+Plq2bIm0tDRs27YNrVq1CnWViIgueHzmjIiCtn//fhw5cgQ+nw+///57qKtDRHRR4JUzIgqKy+XC1VdfjTZt2qBJkyaYNWsWdu3ahaSkpFBXjYjogsbGGREF5cknn8R7772H77//HpGRkejUqRNiYmKwatWqUFeNiOiCxtuaRBSwjRs3YtasWVi8eDGio6NhMpmwePFifPHFF3j99ddDXT0iogsar5wRERERVSG8ckZERERUhbBxRkRERFSFsHFGREREVIWwcUZERERUhbBxRkRERFSFsHFGREREVIWwcUZERERUhbBxRkRERFSFsHFGREREVIWwcUZERERUhbBxRkRERFSF/B9WmPxgzN7PBgAAAABJRU5ErkJggg==\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "initialize_ee(use_high_volume=True)\n", | |
| "\n", | |
| "era5_image = ee.Image('ECMWF/ERA5_LAND/MONTHLY_AGGR/202312')\n", | |
| "manual_grid = {\n", | |
| " 'crs': 'EPSG:4326',\n", | |
| " 'crs_transform': (0.25, 0.0, -125.0, 0.0, -0.25, 50.0),\n", | |
| " 'shape_2d': (60, 40),\n", | |
| "}\n", | |
| "\n", | |
| "ds_manual = xr.open_dataset(era5_image.select(['temperature_2m']), engine='ee', **manual_grid)\n", | |
| "(ds_manual['temperature_2m'] - 273.15).plot(figsize=(7, 4), cmap='coolwarm')\n", | |
| "plt.title('Manual grid example, Dec 2023 temperature (C)')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "dcfadba9", | |
| "metadata": { | |
| "id": "dcfadba9" | |
| }, | |
| "source": [ | |
| "## 6. Server-side reduction before download\n", | |
| "\n", | |
| "A common pattern is to reduce on the Earth Engine side first, then use Xee to fetch the smaller result.\n", | |
| "\n", | |
| "Here we compute a multi-year summer mean temperature image on the server, then open that single result with Xee." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "4adb2c5a", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 466 | |
| }, | |
| "id": "4adb2c5a", | |
| "outputId": "c5f1f6f8-cbb4-4801-cadd-b27a65a03f04" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stderr", | |
| "text": [ | |
| "/usr/local/lib/python3.12/dist-packages/xee/ext.py:586: UserWarning: Unable to retrieve 'system:time_start' values from an ImageCollection due to: No 'system:time_start' values found in the 'ImageCollection'.\n", | |
| " warnings.warn(\n" | |
| ] | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 800x400 with 2 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "initialize_ee(use_high_volume=False)\n", | |
| "\n", | |
| "summer_mean = (ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY_AGGR')\n", | |
| " .filterDate('2019-01-01', '2024-01-01')\n", | |
| " .filter(ee.Filter.calendarRange(6, 8, 'month'))\n", | |
| " .select('temperature_2m')\n", | |
| " .mean()\n", | |
| " .subtract(273.15)\n", | |
| " .rename('temperature_2m_c'))\n", | |
| "\n", | |
| "west_us = sgeom.box(-125, 30, -100, 50)\n", | |
| "grid_west = helpers.fit_geometry(\n", | |
| " geometry=west_us,\n", | |
| " geometry_crs='EPSG:4326',\n", | |
| " grid_crs='EPSG:4326',\n", | |
| " grid_scale=(0.25, -0.25),\n", | |
| ")\n", | |
| "\n", | |
| "ds_summer = xr.open_dataset(ee.ImageCollection([summer_mean]), engine='ee', **grid_west)\n", | |
| "ds_summer['temperature_2m_c'].plot(figsize=(8, 4), cmap='inferno')\n", | |
| "plt.title('Mean summer temperature, 2019-2023 (C)')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "0f73fb7d", | |
| "metadata": { | |
| "id": "0f73fb7d" | |
| }, | |
| "source": [ | |
| "## 7. Single-image workflow\n", | |
| "\n", | |
| "Xee can also open a single Earth Engine image directly.\n", | |
| "\n", | |
| "This is useful for one-off snapshots or derived images that do not need a time dimension." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "id": "4ea1db7c", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 410 | |
| }, | |
| "id": "4ea1db7c", | |
| "outputId": "33dec2f5-2106-4809-f38b-897feb504e23" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 700x400 with 2 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "initialize_ee(use_high_volume=True)\n", | |
| "\n", | |
| "single_img = ee.Image('ECMWF/ERA5_LAND/MONTHLY_AGGR/202401').select(['temperature_2m'])\n", | |
| "single_grid = helpers.extract_grid_params(single_img)\n", | |
| "single_scale = (single_grid['crs_transform'][0], single_grid['crs_transform'][4])\n", | |
| "pnw = sgeom.box(-125, 42, -116, 49)\n", | |
| "single_subset_grid = helpers.fit_geometry(\n", | |
| " geometry=pnw,\n", | |
| " geometry_crs='EPSG:4326',\n", | |
| " grid_crs=single_grid['crs'],\n", | |
| " grid_scale=single_scale,\n", | |
| ")\n", | |
| "\n", | |
| "ds_single = xr.open_dataset(single_img, engine='ee', **single_subset_grid)\n", | |
| "(ds_single['temperature_2m'] - 273.15).plot(figsize=(7, 4), cmap='coolwarm')\n", | |
| "plt.title('Pacific Northwest temperature, Jan 2024 (C)')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "e89cab3b", | |
| "metadata": { | |
| "id": "e89cab3b" | |
| }, | |
| "source": [ | |
| "## 8. Local xarray analysis after download\n", | |
| "\n", | |
| "Once the data is in an xarray object, you can use standard xarray patterns.\n", | |
| "\n", | |
| "This extracts a point time series from the California dataset and computes a simple monthly climatology." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "id": "a50fa319", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 403 | |
| }, | |
| "id": "a50fa319", | |
| "outputId": "48de8e48-abd4-4ebf-ffdd-bf2009c797d5" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 1400x400 with 2 Axes>" | |
| ], | |
| "image/png": 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FQRCaN28uSCQSYeLEiaptcrlcqFmzptC2bVvVtp07dwoAhNmzZxd63H79+gkSiUS4ffu2ahsAwdDQsNC2ixcvCgCE3377TbXtp59+EgAIUVFRRfKq+xgFz6vgMRQKhVCzZk1h4MCBhR5v3rx5gkQiEe7evfvS16lbt26Cq6trke3r1q0TpFKpcOLEiULbFy9eLAAQ/v3330LZjYyMCj2vJUuWCAAEBwcHITU1VbX9008/LfIatG3bVgAg/Pzzz6ptOTk5QqNGjQR7e3shNze3TJmkUqlw9erVIs9Nne8VQRAEMzMzYeTIkUXuP3LkyGJfs4Kv+eeVlGPs2LGCo6Oj8OTJk0LbBw0aJMhksmK/9p/n6upaKFvB10WHDh0Kfb2/9957gp6enpCcnPzSxyvOt99+KwAQ/v77b9W2LVu2CACE48ePF9m/f//+goODw0sfc926dQIAYcWKFcXebmRkpPpZV61aNeHXX399Zc68vDxBIpEI77//fqHtBd8/06dPf+VjPO/UqVMCAGHTpk2luh8REWmegn8fz507J/z++++ChYWF6t/Y/v37C+3btxcEIf/f1W7duqnuVxV6oFwuF9zd3QVXV1fh6dOnhW57vksU129K6iFl7d2C8Pr9rHfv3oKhoaFw584d1baHDx8KFhYWQps2bVTbjh49KgAQjh49qvo49vb2go+Pj5CVlaXab+/evQIA4auvvlJta9CggVCzZk0hLS1Nte3YsWMCgELd8MaNGwIAYdGiRYUy9uzZU3Bzcyv0GhWnbdu2gre3d6FtUVFRAgDB0tJSiI+PL3RbQWdOTExUbbt48aIglUqFESNGqLYVfC7Hjx+v2lbw+ZBIJMIPP/yg2v706VPBxMSk2Nf6RSV9Tgo+3pgxYwpt79Onj1CtWjXV30vz/rA4MplMmDJlykv3efFrtkDbtm0LfS0WfH3UqFGj0HuYzZs3CwCEBQsWCIIgCBcuXBAACFu2bCnxY5bmeZX0noxIk3F5BCIAf/zxB/766y/89ddfCA4ORvv27REUFITt27cX2s/ExET130+fPkVKSgpat25d6LQQmUyGXr16YcOGDaqjXhUKBTZt2oTevXu/cr1ZuVyOTZs2YeDAgarTwN944w3Y29uXeEGyiRMnFvr79u3boVQqMWDAADx58kT1x8HBAXXq1MHRo0eLfU4ZGRl48uQJWrRoAUEQXnlEX4GxY8cWOmU9MDAQgiBg7Nixqm16enrw9/fH3bt3Vdv+/PNP6OnpYdq0aYUe7/3334cgCNi/f3+h7R06dCj0W2VfX19YWloWesxXKctjSKVSDB06FLt370ZaWppqe0hICFq0aAF3d3e1P/7ztmzZgvr168PT07PQ56lgnc/nP09A/tGQz/8Wv+Bohr59+xY6Lb1g+4vPSV9fv9CpYoaGhpgwYQLi4+Nx/vz5MmVq27YtvLy8ijw3db5XytOLOQRBwLZt29CjRw8IglDouXTq1AkpKSllzjJ+/PhCX++tW7eGQqFAdHR0qR7n+PHjmDVrFgYMGFBobdeCozyKW8vO2Nj4pUuXXL9+HVOmTEHz5s0xcuTIYvfZv38//vzzT/z8889wcXFBRkbGK7MmJSVBEARYW1sX2p6amgoAxS6L8DIFj8P1DYmIdMuAAQOQlZWFvXv3Ii0tDXv37i1xaYSq0AMvXLiAqKgovPvuu0WOYnxxuSd1lbV3A6/XzxQKBQ4dOoTevXujVq1aqu2Ojo4YMmQITp48qeoFLwoLC0N8fDwmT55c6JoD3bp1g6enJ/bt2wcAePjwIS5fvqxaEqpA27Zt0aBBg0KPWbduXQQGBhZ6f5SUlIT9+/dj6NChZX59gfxu/fwR2nFxcYiIiMCoUaMKHdXr6+uLt956C3/++WeRxwgKClL9d8Hn48XPk5WVFerVq1eqr+GSvPh+sHXr1khMTFR9Tkrz/rA4VlZWOHv2rFoXr1XXiBEjCnXIfv36wdHRUfV6FhxJe/DgwWKXegBe/3kRaTouj0AEICAgoNCpyIMHD4afnx+mTp2K7t27q9aM3Lt3L2bPno2IiIhC63u+WApGjBiBTZs24cSJE2jTpg0OHz6Mx48fY/jw4a/McujQISQkJCAgIAC3b99WbW/fvj02bNiAuXPnFlkX88WyeOvWLQiCgDp16hT7MQwMDFT/ff/+fXz11VfYvXs3nj59Wmi/F9cKKsmLp0UX/APr7OxcZPvzHyM6OhpOTk5FBj7169dX3f6yjwPkD39ezF2arOo+xogRIzB37lzs2LEDI0aMwI0bN3D+/Pli14RV161bt3Dt2rVCpfB58fHxL83+stcZQJHn5OTkVOSXBnXr1gWQv75Xs2bNSp2ppDcq6n6vlJcXcyQkJCA5ORlLly7F0qVLi73Pi89FXS9+HgoGkKX5Orx+/Tr69OkDHx8fLF++vNBtBW+oXlxDGMhfp+35N1zPe/ToEbp16waZTIatW7dCT0+v2P3at28PIP8CjL169YKPjw/Mzc0xderUV+Yu+EVUgYI1d59/E6uOgsepqK8HIiISh52dHTp06ID169cjMzMTCoUC/fr1K3bfqtAD79y5AwDluhRQWXs38Hr9LCEhAZmZmcWu4Vu/fn0olUrExMQUuzxTweeyuPt6enri5MmThfarXbt2kf1q165dZLg8YsQITJ06FdHR0XB1dcWWLVuQl5en1nuul3mxV74sf/369XHw4MEiF4Mu7vNkbGxcaEmsgu2JiYmvlbe4j/d8P7W0tCzV+8Pi/Pjjjxg5ciScnZ3RpEkTdO3aFSNGjCg0wC+tF7NIJBLUrl1btQ61u7s7ZsyYgXnz5iEkJAStW7dGz549VWsFA6V730ukjTi0JSqGVCpF+/btsWDBAty6dQve3t44ceIEevbsiTZt2mDhwoVwdHSEgYEBVq1aVeQiYZ06dUL16tURHByMNm3aIDg4GA4ODujQocMrP3bBb4tfvEJ7gX/++Uc1dCnw4hBHqVRCIpFg//79xQ5uCn5zrVAo8NZbbyEpKQkff/wxPD09YWZmhtjYWIwaNQpKpfKVeQGUOBwqbvuLQ5/SKOnjlOYxy/oYXl5eaNKkCYKDgzFixAgEBwfD0NCwxM+TOpRKJRo0aIB58+YVe/uL5bs0rzNQtte6tJmKGyCW5nulJCW9eVAoFMVuL+57AACGDRtW4hGnvr6+amV50eu+3jExMejYsSNkMhn+/PPPIm9WHR0dAeQf1fGiuLg4ODk5FdmekpKCLl26IDk5GSdOnCh2n+J4eHjAz88PISEhLx3a2tjYQCKRFHnzV7t2bejr66suiKeugsd58Y0LERFpvyFDhmDcuHF49OgRunTp8tJ1MktD13pgWZW1d5dHP9M0gwYNwnvvvae69kdwcDD8/f3Vujjcy5T0C/LSKO7zUZ6dvbSPre77w5IMGDAArVu3xo4dO3Do0CH89NNPmDt3LrZv365aw/pl/b2kfK/y888/Y9SoUdi1axcOHTqEadOmYc6cOThz5gxq1qz52s+LSNNxaEtUArlcDiD/QkEAsG3bNhgbG+PgwYOFTltetWpVkfvq6elhyJAhWL16NebOnYudO3di3Lhxr/zHKiMjA7t27cLAgQOLPSph2rRpCAkJKTK0fZGHhwcEQYC7u7vqSMriXL58GTdv3sSaNWsKXaTg+av+ViRXV1ccPnwYaWlphQZX169fV91eWhV55N6IESMwY8YMxMXFYf369ejWrVuR08VLk8nDwwMXL17Em2++WSlHHD58+LDIUQA3b94EANWyC+WRqTTfKyV9DGtrayQnJxfZru4SBHZ2drCwsIBCoVDrlyWVJTExER07dkROTg7+/vtv1YD2eT4+PtDX10dYWFihN4O5ubmIiIgo8gYxOzsbPXr0wM2bN3H48OFil6t4maysrGKP6n2evr4+PDw8EBUVVWi7qakp3njjDRw5cgQxMTFFhvolKXicgqOpiIhId/Tp0wcTJkzAmTNnXnqRzqrQAwuWYrhy5YrofeR1+5mdnR1MTU1x48aNIrddv34dUqm0xB5Q8Lm8ceNGoSWhCrYV3F7w/8+fbViguG02Njbo1q0bQkJCMHToUPz777+YP39+sRlex/P5X3T9+nXY2tq+cgm81/W6X9vqvj98GUdHR0yePBmTJ09GfHw8GjdujO+++041tH1Zfy/uiNxbt24V+rsgCLh9+3aRAysaNGiABg0a4IsvvsCpU6fQsmVLLF68GLNnzy7V8+IZXqSNuKYtUTHy8vJw6NAhGBoaqoYKenp6kEgkhY70u3fvHnbu3FnsYwwfPhxPnz7FhAkTkJ6eXuIVTJ+3Y8cOZGRkYMqUKejXr1+RP927d8e2bdteOWB5++23oaenh1mzZhX5za0gCKpTcAqGyM/vIwgCFixY8Mqs5aFr165QKBT4/fffC23/5ZdfIJFIVAWgNAoKU3GF4XUNHjwYEokE06dPx927d9X6nBZkKm6piQEDBiA2NhbLli0rcltWVpZaa42Whlwux5IlS1R/z83NxZIlS2BnZ4cmTZqUW6bSfK+YmZkV+7ny8PBASkoKLl26pNoWFxeHHTt2vPLjF2To27cvtm3bhitXrhS5PSEhQa3HKU8ZGRno2rUrYmNj8eeff5Z4GpdMJkOHDh0QHBxcaNmBdevWIT09Hf3791dtUygUGDhwIE6fPo0tW7agefPmxT6mXC4v9tTP0NBQXL58udDyMCVp3rw5wsLCimyfOXMmBEHA8OHDVb/ket758+exZs2aIttkMlmxp1ASEZF2Mzc3x6JFi/D111+jR48eJe5XFXpg48aN4e7ujvnz5xfJVB5HV5bG6/YzPT09dOzYEbt27VKdvg4Ajx8/xvr169GqVSvVskkv8vf3h729PRYvXlzofcz+/ftx7do1dOvWDUD+Ul4+Pj5Yu3ZtoU7xzz//lHhWz/DhwxEZGYkPP/wQenp6GDRo0KteilJzdHREo0aNsGbNmkKvy5UrV3Do0CF07dq13D/mi0rqzOpS9/1hcRQKRZH3Mvb29nBycir0+fTw8MCZM2eQm5ur2rZ3717ExMQU+7hr164t1HW3bt2KuLg41fd+amqq6kCqAg0aNIBUKlV93NI8r5LekxFpMh5pS4T8wlDwW/34+HisX78et27dwieffKIqH926dcO8efPQuXNnDBkyBPHx8fjjjz9Qu3btQoOlAn5+fvDx8VFd2Klx48avzBESEoJq1aqhRYsWxd7es2dPLFu2DPv27cPbb79d4uN4eHhg9uzZ+PTTT3Hv3j307t0bFhYWiIqKwo4dOzB+/Hh88MEH8PT0hIeHBz744APExsbC0tIS27ZtK9XaYK+jR48eaN++PT7//HPcu3cPDRs2xKFDh7Br1y68++67hS4Uoa6C4ePnn3+OQYMGwcDAAD169CiX337b2dmhc+fO2LJlC6ysrFQFU51MmzZtwowZM9C0aVOYm5ujR48eGD58ODZv3oyJEyfi6NGjaNmyJRQKBa5fv47Nmzfj4MGDag3T1OXk5IS5c+fi3r17qFu3LjZt2oSIiAgsXbpUtd5TeWQqzfdKkyZNcPjwYcybNw9OTk5wd3dHYGAgBg0ahI8//hh9+vTBtGnTkJmZiUWLFqFu3bpqX0Dshx9+wNGjRxEYGIhx48bBy8sLSUlJCA8Px+HDh5GUlFS2F7KMhg4ditDQUIwZMwbXrl3DtWvXVLeZm5ujd+/eqr9/9913aNGiBdq2bYvx48fjwYMH+Pnnn9GxY0d07txZtd/777+P3bt3o0ePHkhKSkJwcHChj1nwhjI9PR3Ozs4YOHAgvL29YWZmhsuXL2PVqlWQyWT48ssvX5m/V69eWLduHW7evFnoSIYWLVrgjz/+wOTJk+Hp6Ynhw4ejTp06SEtLw7Fjx7B7927Mnj270GP99ddf6NGjB494ICLSUSUtTfS8qtADpVIpFi1ahB49eqBRo0YYPXo0HB0dcf36dVy9ehUHDx587VzqKo9+Nnv2bPz1119o1aoVJk+eDH19fSxZsgQ5OTn48ccfS/zYBgYGmDt3LkaPHo22bdti8ODBePz4MRYsWAA3Nze89957qn2///579OrVCy1btsTo0aPx9OlT/P777/Dx8Sn2l8PdunVDtWrVsGXLFnTp0gX29vbl96I956effkKXLl3QvHlzjB07FllZWfjtt98gk8nw9ddfV8jHfF5JnxN1qfv+sDhpaWmoWbMm+vXrh4YNG8Lc3ByHDx/GuXPn8PPPP6v2CwoKwtatW9G5c2cMGDAAd+7cQXBwcInfyzY2NmjVqhVGjx6Nx48fY/78+ahduzbGjRsHADhy5AimTp2K/v37o27dupDL5Vi3bp3q4IzSPq+S3pMRaTSBqApbtWqVAKDQH2NjY6FRo0bCokWLBKVSWWj/FStWCHXq1BGMjIwET09PYdWqVcLMmTOFkr6VfvzxRwGA8P33378yy+PHjwV9fX1h+PDhJe6TmZkpmJqaCn369BEEQVB97ISEhGL337Ztm9CqVSvBzMxMMDMzEzw9PYUpU6YIN27cUO0TGRkpdOjQQTA3NxdsbW2FcePGCRcvXhQACKtWrXpp5oLX79y5c4W2l5Rr5MiRgpmZWaFtaWlpwnvvvSc4OTkJBgYGQp06dYSffvqpyGsPQJgyZUqRDK6ursLIkSMLbfv222+FGjVqCFKpVAAgREVFleoxCp5Xwf2et3nzZgGAMH78+CK3lSQ9PV0YMmSIYGVlJQAQXF1dVbfl5uYKc+fOFby9vQUjIyPB2tpaaNKkiTBr1iwhJSXlpc8/KipKACD89NNPhbYfPXpUACBs2bJFta1t27aCt7e3EBYWJjRv3lwwNjYWXF1dhd9//71I3tfJVEDd75Xr168Lbdq0EUxMTAQAhT4Phw4dEnx8fARDQ0OhXr16QnBwcLGP8bIcjx8/FqZMmSI4OzsLBgYGgoODg/Dmm28KS5cuLXb/55X0dfHi13vB63306NFXPt6LP28K/jz/NVHgxIkTQosWLQRjY2PBzs5OmDJlipCamlpon7Zt25b4mM+/Tjk5OcL06dMFX19fwdLSUjAwMBBcXV2FsWPHFvt1XpycnBzB1tZW+Pbbb4u9/fz588KQIUNU38vW1tbCm2++KaxZs0ZQKBSq/a5duyYAEA4fPqzWxyUiIs1W0r+PL3J1dRW6detWaFtV6IGCIAgnT54U3nrrLcHCwkIwMzMTfH19hd9++011e3H9Rt0eUpreXR79LDw8XOjUqZNgbm4umJqaCu3btxdOnTpV6P4ldaNNmzYJfn5+gpGRkWBjYyMMHTpUePDgQZHXa+PGjYKnp6dgZGQk+Pj4CLt37xb69u0reHp6FtlXEARh8uTJAgBh/fr1xd5enIJu/LySunWBw4cPCy1bthRMTEwES0tLoUePHkJkZGShfUrz+SgpR3FK+pyU9PFK+jpW5/3hi3JycoQPP/xQaNiwoepruGHDhsLChQuL7Pvzzz8LNWrUEIyMjISWLVsKYWFhQtu2bYW2bduq9in4+tiwYYPw6aefCvb29oKJiYnQrVs3ITo6WrXf3bt3hTFjxggeHh6CsbGxYGNjI7Rv377YDqnO83rZezIiTSURhEo+L4OoClmwYAHee+893Lt3r9ir1ZL22bVrF3r37o3jx4+jdevWYsdRW7t27fDkyZNilwogUte3336LVatW4datW2W+oMS7776L48eP4/z58zzSloiItIq29kBd0KhRI9jZ2RV77Y333nsPK1aswKNHj2BqaipCOiKiisE1bYkqiCAIWLFiBdq2bcuBrQ5ZtmwZatWqhVatWokdhajSvffee0hPT8fGjRvLdP/ExEQsX74cs2fP5sCWiIi0DntgxcvLyyuyjumxY8dw8eJFtGvXrsj+2dnZCA4ORt++fTmwJSKdwzVticpZRkYGdu/ejaNHj+Ly5cvYtWuX2JGoHGzcuBGXLl3Cvn37sGDBAg6cqEoyNzdHfHx8me9frVq1YtejIyIi0mTsgZUnNjYWHTp0wLBhw+Dk5ITr169j8eLFcHBwwMSJE1X7xcfH4/Dhw9i6dSsSExMxffp0EVMTEVUMDm2JyllCQgKGDBkCKysrfPbZZ+jZs6fYkagcDB48GObm5hg7diwmT54sdhwiIiIiqiTsgZXH2toaTZo0wfLly5GQkAAzMzN069YNP/zwA6pVq6baLzIyEkOHDoW9vT1+/fVXNGrUSLzQREQVhGvaEhEREREREREREWkQrmlLREREREREREREpEE4tCUiIiIiIiIiIiLSIDq/pq1SqcTDhw9hYWHBBeOJiIiItIAgCEhLS4OTkxOkUh5j8DLsukRERETaRd2uq/ND24cPH8LZ2VnsGERERERUSjExMahZs6bYMTQauy4RERGRdnpV19X5oa2FhQWA/BfC0tJS5DRERERE9CqpqalwdnZW9TgqGbsuERERkXZRt+vq/NC24DQxS0tLFlkiIiIiLcLT/V+NXZeIiIhIO72q63KRMCIiIiIiIiIiIiINwqEtERERERERERERkQbh0JaIiIiIiIiIiIhIg3BoS0RERERERERERKRBOLQlIiIiIiIiIiIi0iD6YgcgIiLSBAqlgNCoJMSnZcPewhgB7jbQk/LK9URERESk+dhliXQPh7ZERFTlHbgSh1l7IhGXkq3a5igzxsweXujs4yhiMiIiIiKil2OXJdJNXB6BiIiqtANX4jApOLxQyQWARynZmBQcjgNX4kRKRkRERET0cuyyRLqLQ1siIqqyFEoBs/ZEQijmtoJts/ZEQqEsbg8iIiIiIvGwyxLpNg5tiYioygqNSipyVMLzBABxKdkIjUqqvFBERERERGpglyXSbRzaEhFRlRWfVnLJLct+RERERESVhV2WSLdxaEtERFWWvYWxWvudi0rC04zcCk5DRERERKQ+dbvsmbuJSMnMq+A0RFTeOLQlIqIqKT1Hji1hMWrtG3z2PgLn/I13N17AuXtJEASuC0ZERERE4vKwM4Oh3qvHOhtCY9D8h7/x9e6riE7MqIRkRFQe9MUOQEREVNkuPUjGtA0XcC8xExLkr/dV8P8FJM/+f2igCy4+SMHl2BTsjHiInREPUbe6OYYEuKBP45qQmRhUen4iIiIiqtouP0jBhHVhyFUoi729oMsOb+6K0KgkXH+UhtWn7mHN6Xvo6FUdQa1rwd/VGhKJpNj7E5H4JIKOHy6UmpoKmUyGlJQUWFpaih2HiIhEpFQKWH7yLn46eAN5CgFOMmPMH+SHpIwczNoTWehCDo4yY8zs4YXOPo4A8ge968/ex66Ih8jKUwAAjA2k6OHrhKHNXNGwpoyll6icsL+pj68VEVHVs+38A3y64zJy5UrUsjXDsGauWHbiboldVhAE/Hs7EctP3sWxGwmqfRrWlGFs61ro4uMAAzWO2CWi8qFuf+PQloiIqoT4tGy8v/kiTtx6AgDo4uOAH972hcw0/0hZhVJAaFQS4tOyYW9hjAB3G+hJiw5hU7PzsPNCLNafvY/rj9JU272dLDEk0AW9GtWAuRFPZCF6Hexv6uNrRURUdeQplPhu3zWsPnUPAPCmpz1+GdQIlsYGanfZW4/TsPLfKGwLj0WuPP8oXSeZMUa1dMPApi48i4yoEnBo+wyLLBERHb0Rjw82X0RiRi6MDaSY2cMbg5o6v9aRsYIgIPz+U4ScvY+9l+JUpdfMUA+9/GpgaKALvJ1k5fUUiKoU9jf18bUiIqoaEtJyMCUkHKH3kgAA09+sg+lv1oG0mMGsOp6k5yDkzH2sO3MPT9LzL7hrZqiHAU2dMaalO5xtTMstOxEVxqHtMyyyRERVV45cgbn7b2Dlv1EAAE8HC/w+xA+17S3K9eMkZ+Zi6/kHWB96H3cT/ru4QyNnKwwJdEEPXyeYGOqV68ck0mXsb+rja0VEpPsiYpIxcd15PErNhoWRPuYNbIS3vKqXy2Nn5ymwO+Ihlp+8i5uP0wEAUgnQydsBQa3d0diF694SlTcObZ9hkSUiqpruJKTjnfUXEBmXCgAY1cINn3TxhLFBxQ1PBUHAmbtJWB96HweuxCFPkf9PrIWxPvo2rokhgS6oW718B8ZEuoj9TX18rYiIdNumc/fx5c6ryFUo4WFnhqUj/OFhZ17uH0cQBJy49QTLT0bh+M3/1r1t5GyFoNbu6OztAH2ue0tULji0fYZFloioahEEAZvDYvD17khk5SlgY2aIn/r54s365XM0grqepOdgS9gDbAi9j/tJmartAW42GBLogs4+DhU6QCbSZuxv6uNrRUSkm3LlSszacxUhZ+8DADp6VcfPAxrCwrji15y98SgNK09GYUfEf+ve1rAyweiWbhjQ1BmWlZCBSJdxaPsMiywRUdWRkpWHz3Zcxr5LcQCAlrWrYd6ARqhuaSxaJqVSwMnbTxByNhqHr8VDocz/Z9fa1AD9/Z0xOMAF7rZmouUj0kTsb+rja0VEpHviU7MxKSQc56OfQiIB3n+rLia3q13m9WvLKiEtB8FnohF8JhqJGfnr3pob6WNgU2eMauHGdW+JyohD22dYZImIqobz0UmYtiECsclZ0JdK8H7HepjQplall9uXeZyajU3nYrAx9D4epmSrtresXQ1DA13xlld1GPC0MyL2t1Lga0VEpFvORydhUnA44tNyYGGsj18H+aG9p72ombLzFNh5IRbLT0bhdvx/69528XHE2Gfr3hKR+ji0fYZFlohItymUAv44ehsL/r4FhVKAi40pfh3sh0bOVmJHK5FCKeDYjXiEnL2PozfiUfAvsa25EQY2rYlBTV145AJVaexv6uNrRUSkGwRBwPrQ+/h691XkKQTUrW6OJcP9NeqMLEEQ8M/NBKw4GYUTt56otjd2sUJQ61ro6FWd694SqYFD22dYZImIdNfD5Cy8tykCZ6OSAAB9/Grgm17elbLWV3l58DQz/+jbczFISMsBAEgkQNu6dhga6Ir29exYfqnKYX9TH18rIiLtlyNXYOauq9h4LgYA0LWBA37q1xBmRvoiJyvZ9UepWHEiCrsiHiJXkb/ubU1rE4xu6Y4B/jW1qo8TVTYObZ9hkSUi0k0HrjzCx9suISUrD2aGevi2tw/eblxT7FhllqdQ4u9rjxFy9n6hIxccLI0xKMAZA5s6w1FmImJCosrD/qY+vlZERNrtUUo2JgafR0RMMiQS4KNOnpjYthYkEs1Z4utl4tOyEXw6GsFn7yPp2bq3Fkb6GBTgjFEt3VHDiv2V6EUc2j7DIktEpFuychX4dl8k1j+7km7DmjIsGOQHNw06dex13XuSgQ3n7mNL2ANV+ZVKgDfrV8fQQBe0qWOnUWv1EpU39jf18bUiItJeoVFJmBwSjifpOZCZGODXwX5oW9dO7Fhlkp2nwI4LsVh+4i7uJGQAAPSkEnTxcUBQ61oavXQZUWXj0PYZFlkiIt1x/VEq3ll/AbeeXQBhQttaeP+tejDU183lA3LkChy8+hghZ6JVS0AA+aeeDQ5wwQB/Z9hZGImYkKhisL+pj68VEZH2EQQB685E45s9kZArBXg6WGDpcH+4VNP+axoolQL+uZWAFSeicPL2f2eP+btaI6i1O97ycoAeDz6gKo5D22dYZImItF9BsZ297xpy5UrYWRhh3oCGaF1HO49EKIvb8WlYfzYGW8/HIDVbDgDQl0rQydsBQwNd0NyjmtacRkf0Kuxv6uNrRUSkXbLzFPh8xxVsC38AAOjR0Alz+zaAqaHmrl9bVpEPU7Hy3yjsiohFniJ/9ORsY4IxLd3R398Z5hq8Zi9RReLQ9hkWWSIi7ZaUkYuPtl7C4WuPAQDt69nhf/0bopp51TzCNDtPgX2X4hByNhrh95NV291tzTAkwAV9m9SEjZlhsfdVKAWERiUhPi0b9hbGCHC30akjHXT9+VUl7G/q42tFRKQ9YpOzMHHdeVyOTYFUAnzapT6CWrvr/C/e41Ozse5MNILPRONpZh4AwMJYH0MCXDCyhRuciln3Vtd6na49H3o9HNo+wyJLRKS9Tt1+gvc2R+Bxag4M9aT4pIsnRrd00/liq65rcalYf/Y+dlyIRXpO/tG3hnpSdG3ggKHNXOHvaq16rQ5cicOsPZGIS8lW3d9RZoyZPbzQ2cdRlPzlSdefX1XD/qY+vlZERNrh9J1ETFkfjqSMXFibGuD3IY3Rsrat2LEqVVauAtvCH2DlySjcffLfurfdGjgiqLU7fGtaAdC9Xqdrz4deH4e2z7DIEhFpnzyFEr/8dROL/rkDQQA87Mzw62A/eDvJxI6mkTJy5Nh98SFCzkbjSmyqansde3MMDXSBhYkBPth8ES/+g18w+l40rLFWF8YDV+IwKThcZ59fVcT+pj6+VkREmk0QBKz89x6+//MaFEoBXo6WWDK8CZxttH/92rJSKgUcvRGP5SeicPpuomp7gJsN/FytsPSfuzrT69hTqTgc2j7DIktEpF3uJ2Zi2sYLiIhJBgAMauqMr3p46eQ6XxXh0oNkhJy5j90XHyIrT/HK/SUAHGTGOPnxG1p5ipZCKaDV3COFjlx4nrY/v6qK/U19fK2IiDRXVq4Cn26/hJ0RDwEAffxq4Ps+DWBiqCdyMs1xJTYFK09GYffFh5ArXz6e0rZex55KJeHQ9hkWWSIi7bErIhaf77iC9Bw5LI318UNfX3RtwN88l0Vqdh52XojFsuN3EfM065X7N3Wzho2ZIQpagQA8++/8DYIA1RECgiA8d3vBvv/Vifx9hf9uf/Hvz/5HeOGxCx5DQOGPhyIfL/+xBCH/KOPopMxXPr8N45qhuUe1V+5HmoH9TX18rYiINFNMUiYmrDuPyLhU6Ekl+KJbfYxqwWW+SvIoJRtz/ryGXRcfvnLf53vr8x0RBR0RxffKkvpqkY757I7FdVWh0P3x0p6aniPHffZUKoa6/Y2HLRERkejSc+SYueuq6iq6/q7WmD+oEWpaV93Txl6XpbEBRjR3g8zYANM3Rbxy/3P3nlZ8KBHFpxV/hAMRERFReTt56wne2RCOp5l5qGZmiN+HNOZQ7hUcZMZ4o769WkNbXeut7KlUEg5tiYhIVJceJGPahgu4l5gJqQR45406eOeN2tDXk4odTSfYWxqrtd+Ylm6oZWcOiQSQPFtlK/+/8/8feLZd8t8aXBKJpPDtz+77/AEkBfsUd/t/933x40kK3f6yj389LhVz9l9/9etgod7rQERERFRWgiBg2Ym7+GH/dSgFwLemDIuHNYGTlYnY0bSCun3txd4qKdQPX95Zn++V/3XYF7pnCX218LbiezCe67PX4lLxA3sqvQYObYmISBRKpYDlJ+/ip4M3kKcQ4CQzxvxBfghwtxE7mk4JcLeBo8wYj1Kyi1wAAfhvLa3Pu3lp5VparWrbYvWpeyU+PyD/6rz8uiIiIqKKlJkrx0dbL2HvpTgAQL8mNTG7tw+MDbh+rbp0rbe2qm2LNS/pqQXPhz2VSsLDmIiIqNLFp2Vj5KpQfP/ndeQpBHTxccD+6W1YWCqAnlSCmT28APx3tEGBgr/P7KEdxbc4L3t+Bb7qrr3Pj4iIiDRfdGIG3l54CnsvxUFfKsG3vbzxUz9fDmxLSdd6qzo9VZueD1U+Dm2JiKhSHb0Rjy7zT+DErScwNpDi+z4NsHBoY8hMDcSOprM6+zhi0bDGcJAVPvXKQWaMRcMao7OPdl/sraTnVyBXoazkRERERFRV/HMzAT1//xfXH6XB1twI68c1w/DmvOBYWelab31ZT53eoY7WPR+qXBLh+cvn6SBeUZeISDPkyBWYu/8GVv4bBQDwdLDAb4P9UKe6hcjJqg6FUkBoVBLi07Jhb5F/KpYu/Wb/xed37l4i5v11CzZmhjg8oy1szAzFjkhqYn9TH18rIiJxCIKAhcfu4H+HbkAQgEbOVlg8rEmJv0Sm0tG13vr889lz8SEOX4uHp4MF9r7TitfyqILU7W9c05aIiCrc7fh0TNtwAZFxqQCAUS3c8EkXT54yVsn0pBKdvnLxi8+vias1/rz8CNcfpeHbvZH4ZWAj8cIRERGRzkjPkePDLRex/8ojAMCgps6Y1csbRvrstuVF13rr88+nTR07tPvfMVx/lIYNofcxvLmbuOFIY3GcT0REFUYQBGw6dx89fjuJyLhUWJsaYPkIf3zd05sDW6pwhvpS/NDXFxIJsONCLI7diBc7EhEREWm5qCcZ6PPHv9h/5REM9CT4vk8D/NDXlwNbUpu1mSFmvFUXAPDzXzeRnJkrciLSVBzaEhFRhUjJysPUDRfw8bbLyMpToGXtajjwbht08KoudjSqQho5W2F0C3cAwOc7riAjRy5yIiIiItJWR64/Rs/fT+JWfDrsLYywcXxzDAl0ETsWaaGhgS6oV90CyZl5mPfXTbHjkIbi0JaIiMrd+egkdF1wAvueXUH3486eWDcmENUtucYXVb73O9ZFDSsTxCZn4edDLMVERERUOkqlgF//voWxa8KQli1HE1dr7H2nFZq4WosdjbSUvp4UM3t4AQCCz0Tj2rNl5Iiex6EtERGVG8WzQjtgyRnEJmfBxcYUWye1wKR2HpBq8YUDSLuZGenjuz4+AIBVp6Jw4f5TkRMRERGRtkjLzsOE4POY99dNCAIwrJkLNoxrBnsejECvqUVtW3TxcYBSAGbtuQpBEMSORBqGQ1siIioXD5OzMHjZGcz76yYUSgG9Gzlh37RWaORsJXY0IrSrZ48+fjUgCMCn2y8jV64UOxIRERFpuNvx6ej1x7/4K/IxDPWkmNu3AWb3bgBDfY5SqHx81rU+jPSlOHM3SXVhO6IC/ElDRESv7cCVR+iy4ARCo5JgZqiHeQMaYv4gP1gYG4gdjUjly+5esDEzxPVHaVh6/I7YcYiIiEiDHbr6CL3/+Bd3EzLgYGmMzRObY2BTrl9L5cvZxhQT2tQCAHy37xqy8xQiJyJNwqEtERG9kkIp4PSdROyKiMXpO4lQKPNP3cnKVeCzHZcxMfg8UrLy4FtThn3TWuPtxjVFTkxUlI2ZoWrtsF//vo3b8ekiJyIiIiIxFddxlUoB8w7dwPh155GeI0eAmw32vMOzx6jiTGznAUeZMWKTs7Dkn7tixyENIurQ9vjx4+jRowecnJwgkUiwc+fOIvtcu3YNPXv2hEwmg5mZGZo2bYr79+9XflgioirqwJU4tJp7BIOXncH0jREYvOwMWs09guUn76Ln7yex/mz+z+QJbWth68QWcLM1EzkxUcl6NnRCu3p2yFUo8dn2y1AquXYYVRx2XSIizVVcx23xw9/o+cdJ/HrkNgBgVAs3hIwLhJ2FkchpSZeZGurjs671AQCL/rmN2OQskRORphB1aJuRkYGGDRvijz/+KPb2O3fuoFWrVvD09MSxY8dw6dIlfPnllzA25oLfRESV4cCVOEwKDkdcSnah7XEp2Zi99xpuxafDzsII68YG4NMu9bm+F2k8iUSC2b19YGqoh9B7SVgfyuEYVRx2XSIizVRSx32cmoMrsanQl0rwv/4N8XVPbxjosd9Sxevu64gAdxtk5ynx/Z/XxI5DGkIiaMjl6SQSCXbs2IHevXurtg0aNAgGBgZYt25dmR83NTUVMpkMKSkpsLS0LIekRERVg0IpoNXcI0XK7POM9KU4/lF7VOfVc0nLrPo3CrP2RMLcSB+HZ7SFg4xfw5pEF/sbuy4RkWZQp+Pamhvi7GcdoCeVVGIyququPkxBj99OQikAG8c3Q7Na1cSORBVE3f6msb8yUiqV2LdvH+rWrYtOnTrB3t4egYGBxZ5WRkRE5S80KumlZRYAcuRK3E3IqKREROVnRHM3NHK2QnqOHF/svAIN+R02VSHsukRE4lCn4z5Jz0VoVFIlJSLK5+0kw6CA/IvdzdoTqbqOCFVdGju0jY+PR3p6On744Qd07twZhw4dQp8+ffD222/jn3/+KfF+OTk5SE1NLfSHiIhKLz7t5WW2tPsRaRI9qQRz+/pCXyrB4WuPsf/KI7EjURXDrktEJA52XNJkH3SsB0tjfVyLS8UGLuNV5Wns0FapVAIAevXqhffeew+NGjXCJ598gu7du2Px4sUl3m/OnDmQyWSqP87OzpUVmYhIp9hbqHe6uLr7EWmaeg4WmNzOAwDw1a6rSMnMEzkRVSXsukRE4mDHJU1mY2aIGW/VBQD8fOgGkjNzRU5EYtLYoa2trS309fXh5eVVaHv9+vVfekXdTz/9FCkpKao/MTExFR2ViEgnNXWzhrmRXom3SwA4yowR4G5TeaGIytmUN2rDw84MT9JzeNEHqlTsukRE4vB3tYapITsuaa5hzVxRt7o5nmbm4Ze/boodh0SksUNbQ0NDNG3aFDdu3Ci0/ebNm3B1dS3xfkZGRrC0tCz0h4iISkeuUOKzHZeRnqMo9vaCSzLM7OHFCzSQVjPS18MPfX0BAJvCYnDq9hORE1FVwa5LRFT5lEoBX+2+isxcdlzSXPp6Uszs4Q0ACD57HzcepYmciMQi6tA2PT0dERERiIiIAABERUUhIiJCdXTBhx9+iE2bNmHZsmW4ffs2fv/9d+zZsweTJ08WMTURkW7LylVgYvB5bA57AKkEGBroAkdZ4dPDHGTGWDSsMTr7OIqUkqj8NHWzwfBm+UOyT3dcRnZe8W/kiEqLXZeISHMolQI+23EZG0LvQyIBRrVwZccljdWyti06eVeHQilg1p6rvGhuFSURRPzMHzt2DO3bty+yfeTIkVi9ejUAYOXKlZgzZw4ePHiAevXqYdasWejVq5faHyM1NRUymQwpKSk8EoGI6BWSM3Mxdk0Yzkc/hZG+FL8O9kMnbwcolAJCo5IQn5YNe4v808V49AHpkrTsPLw17zgepWZjYlsPfNLFU+xIVZqu9Dd2XSIizaBUCvh0+2VsCouBVAL8PKAh+vjVZMcljRaTlIk35/2DXLkSi/nLBJ2ibn8TdWhbGVhkiYjU8zA5CyNXhuJWfDosjfWxfGRTruVFVcpfkY8xbm0Y9KQS7JrSEj41ZGJHqrLY39TH14qI6OWUSgGfbL+kOots3oBG6O1XQ+xYRGr5+dAN/HbkNmpam+DwjLYwNih5PWbSHur2N41d05aIiCrPrcdp6LvoFG7Fp6O6pRG2TGzBgS1VOW95VUc3X0conr25kyuUYkciIiKi16BUCvh4238D218GcmBL2mVSOw84yozx4GkWlh6/K3YcqmQc2hIRVXHno5PQb/FpxKVkw8PODNsmtUA9BwuxYxGJ4use3pCZGOBKbCpWnIwSOw4RERGVkUIp4KNtl7DlfP7Adv4gP/RqxIEtaRdTQ33Vsl0Lj93Gw+QskRNRZeLQloioCjsc+RhDlp1FSlYe/FyssHViC9S0NhU7FpFo7CyM8Hm3+gCAeX/dxL0nGSInIiIiotJSKAV8uPUitp5/AD2pBAsG+aFnQyexYxGVSc+GTmjqZo3sPCXm7L8udhyqRBzaEhFVUZvPxWBC8HnkyJV4w9MeIUGBsDYzFDsWkej6N6mJFh7VkCNX4rMdl3m1XiIiIi2iUAr4cMtFbA+PfTawbYQeHNiSFpNIJJjZwxsSCbDn4kOERiWJHYkqCYe2RERVjCAI+OPobXy07RIUSgF9G9fEkuFNYGqoL3Y0Io0gkUgw5+0GMNKX4tSdRGw5/0DsSERERKQGhVLAB1suYvuF/IHtr4P80N2XA1vSfj41ZBjU1AUA8PXuq1AoeVBBVcChLRFRFaJUCpi1JxI/HbwBIH9h+//194WBHv85IHqeazUzzHirLgDgu33XEJ+WLXIiIiIiehm5QokZmyOw40Is9KUS/D7YD918HcWORVRuPuhYFxbG+oiMS8WmczFix6FKwHfpRERVRI5cgXc2XsDqU/cAAF9198LHnT0hkUjEDUakoca2coe3kyVSsvIwa0+k2HGIiIioBPkD24vYFfEwf2A7xA9dGnBgS7qlmrkR3uuQf1DBTwevIyUzT+REVNE4tCUiqgLSsvMwetU57LsUBwM9CX4d7IcxrdzFjkWk0fT1pJjb1xd6Ugn2XYrDX5GPxY5EREREL5ArlHhv80XsvlgwsG2Mzj4c2JJuGt7cFXXszfE0Mw+/HL4pdhyqYBzaEhHpuPi0bAxccgan7iTCzFAPq0YF8Oq5RGryqSHDuNa1AABf7ryCtGwe0UBERKQp5Aol3t0UgT3PBrZ/DG2Mzj4OYsciqjAGelJ81cMLALDuTDRuPk4TORFVJA5tiYh02L0nGei76BQi41Jha26IjeObo1UdW7FjEWmVdzvUgWs1UzxKzcaPB26IHYeIiIiQP7CdvikCe5+dSbZwaGN08ubAlnRf6zp26OhVHQqlgG/2REIQeFEyXcWhLRGRjrr8IAV9F51CTFIWXGxMsXViCzSoKRM7FpHWMTbQw5y3GwDIP6Lh3L0kkRMRERFVbXkKJaZvjFAt/bVoaBN05MCWqpAvunnBUF+Kk7ef4BCX8NJZHNoSEemgE7cSMGjpaSRm5MLbyRJbJzWHm62Z2LGItFYLD1sM9HcGAHyy7RKy8xQiJyIiIqqa8hRKTNtwAfsu/zew7eBVXexYRJXKpZopxrXOv0bJ7H2R7KY6ikNbIiIdsysiFmNWn0NGrgIta1fDxvHNYG9hLHYsIq33Wdf6sDU3wp2EDCw8elvsOERERFVOnkKJd9ZfwP4rj2CoJ8XiYRzYUtU1uV1tVLc0QkxSFpafuCt2HKoAHNoSEemQFSejMH1jBPIUArr5OmLlqKawMDYQOxaRTpCZGuCbXt4AgIXH7uD6o1SRExEREVUduXIlpq4Px4Gr+QPbJcOb4M36HNhS1WVmpI9Pu9QHAPxx9A7iUrJETkTljUNbIiIdIAgCfth/Hd/ujQQAjGrhht8G+cFIX0/kZES6pYuPA97yqg65UsAn2y5DoeSFH4iIiCpawcD24NXHMNSXYsmIJmjvaS92LCLR9WrkhCau1sjKU+CH/dfFjkPljENbIiItl6dQ4oMtl7D4nzsAgA871cPMHl6QSiUiJyPSPRKJBN/28oGFkT4iYpKx9vQ9sSMRERHptFy5ElPWh+NQZP7AdunwJmhfjwNbIiC/m87q6Q2JBNgV8RBhvGCuTuHQlohIi2XmyjF+bRi2hT+AnlSCH/v5Ykr72pBIOLAlqigOMmN83MUTAPDTwRt48DRT5ERERES6KUeuwOSQ8/jr2cB22Qh/tOPAlqgQnxoy1QVzv95zlWeC6RAObYmItNTTjFwMWXYWR28kwNgg/6iDAc/+sSaiijUkwAVN3ayRmavAFzuvQBBYjomIiMpTjlyBycHhOHwtHkb6Uiwf4Y+2de3EjkWkkT7oVA8Wxvq4EpuKzWExYsehcsKhLRGRFnrwNBN9F59CREwyZCYGCAlqxgsxEFUiqVSCOW/7wlBPimM3ErD74kOxIxEREemMHLkCk4LD8ff1ZwPbkf5ow4EtUYlszY0w/c06APLPBEvJyhM5EZUHDm2JiLTM9Uep6LvoFO4mZMBRZoytE5ujiau12LGIqpza9uaY9mZtAMCsPZFIysgVOREREZH2y85TYOK68zjybGC7YmRTtK7DgS3Rq4xs4Yba9uZIysjFgsO3xI5D5YBDWyIiLRIalYT+i0/jcWoO6tibY/vkFqhT3ULsWERV1vg2HvB0sEBSRi6+3RspdhwiIiKtlp2nwMTg86rlv1aOaopWdWzFjkWkFQz0pPiquxcAYO3pe7gdnyZyInpdHNoSEWmJg1cfYdiKs0jLlsPf1RpbJjaHo8xE7FhEVZqhvhQ/9PWFRALsuBCLYzfixY5ERESklbLzFJiw7jyOFQxsRzZFy9oc2BKVRpu6duhQvzrkSgGz9kTyugtajkNbIiItsP7sfUwKPo9cuRId6ldHcFAgrEwNxY5FRAAaOVthdAt3AMDnO64gI0cuciIiIiLtkp2nwPh15/HPzQSYGOhh1agAtODAlqhMvuxeH4Z6Upy49QR/RT4WOw69Bg5tiYg0mCAIWHD4Fj7bcRlKARjU1BmLhzWGsYGe2NGI6Dnvd6yLGlYmiE3Ows+Hboodh4iISGtk5ykwbm0YjhcMbEc3RXOPamLHItJartXMMLZ1/gEFs/ddQ3aeQuREVFYc2hIRaSiFUsAXO6/gl8P5A6B33qiNOW83gL4ef3QTaRozI31818cHALDqVBQu3H8qciIiIiLNVzCwPXHriWpg26wWB7ZEr2tq+9qobmmE+0mZWHEySuw4VEZ8509EpIGy8xSYEhKOkLP3IZEA3/Tyxvsd60EikYgdjYhK0K6ePfr41YAgAJ9uv4xcuVLsSERERBorK1eBoDX5A1tTQz2s5sCWqNyYGenjky6eAIA/jt7Go5RskRNRWXBoS0SkYVKy8jByZSgOXH0EQz0pfh/cGCOau4kdi4jU8GV3L9iYGeL6ozQsPX5H7DhEREQaKStXgaC153DydsHANgCBHNgSlavejWqgsYsVMnMVmHvguthxqAw4tCUi0iCPU7MxcMlpnI1KgrmRPlaPaYpuvo5ixyIiNdmYGeKr7l4AgF//vo3b8ekiJyIiItIsWbkKjF1zDv/eToSZoR7WjAlAgLuN2LGIdI5EIsHXPb0hkQA7LsTifHSS2JGolDi0JSLSEHcT0vH2wlO4/igNdhZG2DShGVp48Kq5RNqmVyMntK1rh1yFEp9tvwylUhA7EhERkUbIzJVjzOpzOHXnv4FtUzcObIkqim9NK/RvUhMA8PXuSPZSLVOqoe21a9cwc+ZMvPHGG/Dw8ICjoyN8fX0xcuRIrF+/Hjk5ORWVk4hIp0XEJKPf4tOITc6CWzVTbJ/UAt5OMrFjEVEZSCQSfNfHB6aGegi9l4T1offFjkRqYtclIqo4BQPb03cTYW6kj7VjA+DPgS1RhfuwkycsjPRxOTYFW87HiB2HSkGtoW14eDg6dOgAPz8/nDx5EoGBgXj33Xfx7bffYtiwYRAEAZ9//jmcnJwwd+5cFloiolI4diMeg5eeQVJGLnxryrB1Ugs425iKHYuIXkNNa1N82KkeAOCH/dd58QcNx65LRFSxMnLkGLXqHM7czV8CbM2YADRx5cCWqDLYWRhheoc6AICfDt5AanaeyIlIXRJBEF55bLS7uzs+/PBDDBkyBFZWViXud/r0aSxYsAC+vr747LPPyjNnmaWmpkImkyElJQWWlpZixyEiKmR7+AN8tPUS5EoBrevYYtGwJjA30hc7FhGVA4VSQN9FpxARk4wO9atj2YgmkEgkYsfSCpXd39h1iYgqTkaOHKNXnUPovSRYGOljzdgANHaxFjsWUZWSK1ei84LjuJuQgaBW7vji2TUYSBzq9je1hrZ5eXkwMDBQ+4OXdv+KxCJLRJpq6fE7+P7P/Kt49mrkhJ/6NYShPpcaJ9IlNx6loduvJyBXClg4tDG6NuCFBdVR2f2NXZeIqGKk58gxelUozt17CotnSyL4cWBLJIpjN+IxatU56EslOPBuG9S2Nxc7UpWlbn9TazpQ2lKqKSWWiEgTKZUCvtsXqRrYBrVyxy8DGnFgS6SD6jlYYHI7DwDAV7uuIiWTp6NpInZdIqLyl54jx6iVzwa2xvpYFxTIgS2RiNrVs8ebnvaQKwV8szcSahzDSSJTe0Jw5MgReHl5ITU1tchtKSkp8Pb2xokTJ8o1HBGRrslTKPH+lotYdiIKAPBZV0980d0LUilPmSbSVVPeqA0POzM8Sc/B939eEzsOlYBdl4io/BQMbMOi8we2wWMD0cjZSuxYRFXeF929YKAnwfGbCfj7WrzYcegV1B7azp8/H+PGjSv2sF2ZTIYJEyZg3rx55RqOiEiXZOTIMXZNGHZciIWeVIKf+zfE+DYeYsciogpmpK+HH/r6AgA2hcXg1O0nIiei4rDrEhGVj7TsPIx8NrC1NNZHSFAgGnJgS6QR3G3NMLZVLQDAt/sikSNXiJyIXkbtoe3FixfRuXPnEm/v2LEjzp8/Xy6hiIh0TWJ6DoYsO4PjNxNgYqCH5SP90bdJTbFjEVElaepmg2HNXAAAn+64jOw8FmRNw65LRPT6Cga256OfQmZigJCgZvCtaSV2LCJ6ztQ3asPewgjRiZlYefKe2HHoJdQe2j5+/Pil63fp6+sjISGhXEIREemSmKRM9Ft8GhcfpMDa1ADrxwWifT17sWMRUSX7qLMnHCyNEZ2YifmHb4kdh17ArktE9HpSs/MwYmUowu8nPxvYBqJBTZnYsYjoBeZG+vi4sycA4Pcjt/A4NVvkRFQStYe2NWrUwJUrV0q8/dKlS3B05BWRiYieF/kwFW8vOoWoJxmoYWWCrZNa8AIMRFWUpbEBvu3tAwBYduIursSmiJyInseuS0RUdqnZeRixIhQX7ifDyjR/YOtTgwNbIk3Vx68GGjlbISNXgbn7r4sdh0qg9tC2a9eu+PLLL5GdXXQCn5WVhZkzZ6J79+7lGo6ISJudvpOIgUtOIyEtB54OFtg+uQU87MzFjkVEInrLqzq6NXCEQingk+2XIFcoxY5Ez7DrEhGVTUpWHoavCEVEDAe2RNpCKpXg657eAIDtF2IRfv+pyImoOBJBEAR1dnz8+DEaN24MPT09TJ06FfXq1QMAXL9+HX/88QcUCgXCw8NRvXr1Cg1cWqmpqZDJZEhJSSn2whJEROVBoRQQGpWE+LRs2FsYIzE9BzM2X0SuQokAdxssG+EPmUnJp90SUdWRkJaDDvP+QUpWHj7t4okJbXlBwheJ0d/YdYmIXu3FzlvPwQKjV4WqlgELCWoGLyf+LCLSFh9uuYgt5x+gYU0ZdkxuCalUInakKkHd/qb20BYAoqOjMWnSJBw8eBAFd5NIJOjUqRP++OMPuLu7v37ycsYiS0QV7cCVOMzaE4m4lKJHZ3Xyro4Fg/xgbKAnQjIi0lSbw2Lw0dZLMNKX4uC7beBmayZ2JI0iVn9j1yUiKllxnddAT4I8hcCBLZGWik/Lxhv/+wfpOXL82M8XA/ydxY5UJajb3/RL86Curq74888/8fTpU9y+fRuCIKBOnTqwtub6jERUNR24EodJweEo6bdfvRrW4MCWiIro36Qmdl6Ixak7ifhsx2WEBAVCIuGRDWJj1yUiKl5JnTdPkb9lSvvaHNgSaSF7C2NMe7M2vv/zOn48cANdfBxgYcwzRDWF2mvaPs/a2hpNmzZFQEAASywRVVkKpYBZeyJLHNhKAHy7LxIKpdonNBBRFSGRSDDn7QYw0pfi1J1EbDn/QOxI9Bx2XSKi/7yq8wLAipNR7LxEWmpUC3fUsjXDk/Qc/Hbktthx6DlqDW0nTpyIBw/UezOxadMmhISEvFYoIiJtEBqVVOySCAUEAHEp2QiNSqq8UESkNVyrmWHGW3UBAN/tu4b4tJJ/nlDFYtclIirZqzovwM5LpM0M9aX4srsXAGDlySjcSUgXOREVUGt5BDs7O3h7e6Nly5bo0aMH/P394eTkBGNjYzx9+hSRkZE4efIkNm7cCCcnJyxdurSicxMRiU7dAQsHMURUkrGt3LH74kNcfZiKWXsi8ceQxmJHqpLYdYmISsbOS6T72nva4w1Pexy5Ho9v90Zi9egAsSMR1DzS9ttvv8XNmzfRsmVLLFy4EM2aNYOLiwvs7e1Rr149jBgxAnfv3sXSpUtx5swZ+Pr6VnRuIiLRFazh9Sr2FsYVnISItJW+nhRz+/pCTyrBvktx+CvysdiRqiR2XSKikqnbZdl5ibTbl929YKAnwbEbCThynZ1UE0iEgkvjlsLTp09x//59ZGVlwdbWFh4eHhp78QxeUZeIKsLZu4kYtzYMqdnyEveRAHCQGePkx29AT6qZPyOJSDPM2X8NS/65CwdLY/w1o02VvwCE2P2NXZeI6D93E9LRYd4/KGnJWnZeIt0x589rWHL8LtxtzXDw3TYw1C/TpbDoFdTtb2otj/Aia2trXpSBiKqs3Rcf4oPNF5GrUMLd1hRRTzIhAQpdnKGgrs7s4cXySkSv9O6bdXHgyiNEJ2bixwM38G1vH7EjVWnsukRE+W7Hp2Po8jMvHdgC7LxEumLqG7WxLTwWUU8ysOrfKExo6yF2pCpN1JH58ePH0aNHDzg5OUEikWDnzp0l7jtx4kRIJBLMnz+/0vIRET1PEAQs/ucOpm24gFyFEp28q2P/9DZYPKwxHGSFTwdzkBlj0bDG6OzjKFJaItImJoZ6mNOnAQBg3ZlonLvHi7noAnZdItJm1+JSMXDJaTxOzUHd6uaY27cBHNl5iXSahbEBPu5cDwDw69+3EJ/KtarFVKYjbctLRkYGGjZsiDFjxuDtt98ucb8dO3bgzJkzcHJyqsR0RET/kSuU+HrPVQSfuQ8AGNPSHZ93qw89qQSdfRzxlpcDQqOSEJ+WDXsLYwS42/BoAyIqlRa1bTHAvyY2hz3AJ9suYd+01jA20BM7Fr0Gdl0i0laXHiRjxMpQJGfmwdvJEuvGBsLGzBD9mjiz8xLpuL6NayL47H1cjEnG3AM38POAhmJHqrJEHdp26dIFXbp0eek+sbGxeOedd3Dw4EF069atkpIREf0nM1eOd9ZfwN/X4yGRAF9088LYVu6F9tGTStDco5pICYlIV3ze1QtHrifgTkIGFh69jRkd64kdiV4Duy4RaaPz0UkYtfIc0nLk8HOxwurRAZCZ5K+1zs5LpPukUgm+7uGFPgtPYVv4Awxr5gI/Fy4bJQaNXlFYqVRi+PDh+PDDD+Ht7S12HCKqguLTsjFwyRn8fT0eRvpSLBrauMjAloiovMhMDfBNr/zOs/DYHVx/lCpyIqpI7LpEpGlO3XmC4StCkZYjR4C7DdaNDVQNbImo6vBzsUbfxjUBAF/viYSypIWtqUKVaWgrl8tx+PBhLFmyBGlpaQCAhw8fIj09vVzDzZ07F/r6+pg2bZra98nJyUFqamqhP0REZXE7Pg1vLzyFy7EpsDEzxPpxzbheFxFVuC4+DnjLqzrkSgGfbLsMBUtypWPXJaKq6NiNeIxedQ6ZuQq0rmOLNaMDYG4k6sm5RCSijzvXg5mhHi7GJGP7hVix41RJpR7aRkdHo0GDBujVqxemTJmChIQEAPml84MPPii3YOfPn8eCBQuwevVqSCTqr5EzZ84cyGQy1R9nZ+dyy0REVcfZu4l4e+EpPHiaBbdqptg+qQWauPKUECKqeBKJBN/28oGFkT4iYpKx9vQ9sSNVKey6RFQVHbz6COPWhiFHrkSH+vZYNsIfJoZcV52oKrO3NMY7b9YBAMw9cB1p2XkiJ6p6Sj20nT59Ovz9/fH06VOYmJiotvfp0wd///13uQU7ceIE4uPj4eLiAn19fejr6yM6Ohrvv/8+3NzcSrzfp59+ipSUFNWfmJiYcstERFXD7osPMXxFKFKz89fx2japBdxszcSORURViIPMGB938QQA/HTwBh48zRQ5UdXBrktEVc2eiw8xOSQceQoB3Ro4YuHQJrwQJhEBAEa3dIO7rRkS0nLw+5HbYsepckp9rsOJEydw6tQpGBoaFtru5uaG2NjyO1x6+PDh6NChQ6FtnTp1wvDhwzF69OgS72dkZAQjI6Nyy0FEVYcgCFj8z13MPXAdANDZ2wHzBzViaSUiUQwJcMGuiFicu/cUX+y8glWjmpbqiEwqG3ZdIqpKtoTF4ONtl6AUgLf9auDHfr7Q19PoS98QUSUy0tfDl93rY8zqMKz8NwoDmzqjlp252LGqjFIPbZVKJRQKRZHtDx48gIWFRakeKz09Hbdv/zepj4qKQkREBGxsbODi4oJq1QpfldLAwAAODg6oV49XUiai8iVXKDFz91WEnL0PABjT0h2fd6sPPSkHJEQkDqlUgjlv+6LrghM4diMBuy8+RK9GNcSOpfPYdYmoqlh3Jhpf7rwCABgc4ILvevtAyu5LRC94w7M62tWzw7EbCZi97xpWjmoqdqQqo9S/QuvYsSPmz5+v+rtEIkF6ejpmzpyJrl27luqxwsLC4OfnBz8/PwDAjBkz4Ofnh6+++qq0sYiIyiwjR47x684j5Ox9SCTAV9298FUPLw5siUh0te3N8c4btQEAs/ZEIikjV+REuo9dl4iqguUn7qoGtqNauOH7PhzYElHJvuzuBX2pBEeux+PojXix41QZEkEQSnVJ4piYGHTu3BmCIODWrVvw9/fHrVu3YGtri+PHj8Pe3r6ispZJamoqZDIZUlJSYGlpKXYcItIw8WnZGLs6DJdjU2CkL8WCQX7o7OMgdiwiIpVcuRI9fjuJG4/T0LuREwY2dUF8WjbsLYwR4G6jk79gErO/sesSka77/cgt/O/QTQDApHYe+KhTPS6/Q0Sv9N2+SCw7EQX3aqb4ppcPkjJzdbqPViR1+1uph7YAIJfLsWnTJly8eBHp6elo3Lgxhg4dWuhiDZqCRZaISnI7Pg0jV55DbHIWbMwMsXykPxq7WIsdi4ioiAv3n6LPwlNFtjvKjDGzhxc6+ziKkKriiN3f2HWJSBcJgoD/HbqBP47eAQDMeKsu3nmjNge2RKSWtOw8tPjhCNKy5YW262ofrUgVMrTNy8uDp6cn9u7di/r165dL0IrGIktExTl7NxHj1oYhNVsOt2qmWD06AG62ZmLHIiIq1oErcZgYHF5ke8Hb7EXDGutUURarv7HrEpGuEgQBs/ddw4qTUQCAz7p6YnwbD5FTEZE2qWp9tCKp299KtaatgYEBsrOzXzscEZGYdkXEYviKUKRmy9HYxQrbJ7fkwJaINJZCKWDWnshibyv4zfusPZFQKEt98hS9gF2XiHSRUingi51XVAPbb3p5c2BLRKXCPiqOUl+IbMqUKZg7dy7kcvmrdyYi0iCCIGDRsTuYvjECuQolOns7YP24ZrAxMxQ7GhFRiUKjkhCXUvIgUQAQl5KN0Kikygulw9h1iUiXKJQCPtx6SXXB3R/7+mJEczexYxGRlmEfFYd+ae9w7tw5/P333zh06BAaNGgAM7PCR6dt37693MIREZUXuUKJmbuvIuTsfQDA2Fbu+KxrfS6YTkQaLz5NvSM/1d2PXo5dl4h0RZ5Cifc2RWDvpTjoSSWYN6AhejWqIXYsItJC7KPiKPXQ1srKCn379q2ILEREFSIjR453NlzAkevxkEiAr7p7YXRLd7FjERGpxd7CuFz3o5dj1yUiXZAjV2Dq+gv4K/IxDPQk+G2wH9eaJKIyYx8VR6mHtqtWraqIHEREFSI+LRtjVp/DldhUGOlLsWCQHzr7OIgdi4hIbQHuNnCUGeNRSjZKWiXMxEAPfi5WlRlLZ7HrEpG2y8pVYELweRy/mQBDfSmWDGuC9p72YsciIi2mTh+1MjVAgLtNpebSdaVe05aISFvcjk9Dnz9O4UpsKmzMDLFhfDMObIlI6+hJJZjZwwvAf1fnfVFWngJTQsKRnaeovGBERKRxMnLkGL06FMdvJsDEQA+rRjXlwJaIXps6fTQ1Kw+Hrj6qvFBVgEQQhFJd2s3d3R0SSclrQN69e/e1Q5Wn1NRUyGQypKSkwNLSUuw4RFRJztxNxPi1YUjNlsPd1gyrRjWFm63Zq+9IRKShDlyJw6w9kYUuAuEoM0YfvxpYcTIKOXIlAtxtsHykPyyNDURM+vrE7G/sukSkrVKz8zBqZSjC7yfD3Egfq0Y3RVM3HvVGROWnpD7qYmOKs1FJ0JdKsHBoY3T05sFSL6Nufyv18gjvvvtuob/n5eXhwoULOHDgAD788MNSByUiKm+7ImLx4ZZLyFUo0djFCstHNoWNmaHYsYiIXktnH0e85eWA0KgkxKdlw97CGAHuNtCTStC2rh2C1oQhNCoJg5eewZoxAbA1NxI7slZi1yUibfQ0IxcjVobicmwKZCYGWDsmAA2drcSORUQ6pqQ+CgAzNkdgV8RDTFkfjiXDm+ANz+oip9V+pT7StiR//PEHwsLCNG4dMB59QFR1CIKARf/cwY8HbgAAuvg44JeBjWBsoCdyMiKiinclNgUjV4YiMSMXtWzNsHZsAGpam4odq0w0sb+x6xKRpkpIy8HwFWdx/VEaqpkZYt3YQHg58ecBEVUuuUKJ6ZsisO9SHAz1pFg20h9t69qJHUsjqdvfym1N2y5dumDbtm3l9XBERKUiVyjx+c4rqoFtUCt3/DGkMQe2RFRl+NSQYcvE5qhhZYK7TzLQf/Fp3I5PEzuWzmDXJSJN9CglGwOXnsb1R2mwtzDCpgnNOLAlIlHo60kxf2AjdPZ2QK5CifFrw/Dv7Sdix9Jq5Ta03bp1K2xsuF4OEVW+jBw5xq0Nw/qz9yGRADN7eOGL7l6QSktek5CISBfVsjPH1knNUdveHHEp2ei/+DQuPUgWO5ZOYNclIk0Tk5SJAUtO425CBmpYmWDzhOaobW8hdiwiqsIM9KT4dbAfOtS3R45cibFrzuH0nUSxY2mtUq9p6+fnV+jiDIIg4NGjR0hISMDChQvLNRwR0avEp2VjzOpzuBKbCiN9KRYM8kNnHy56TkRVl6Ms/4376FWhuPggBYOXnsGykf5o4WErdjStwK5LRNog6kkGhi47g4cp2XCtZoqQoECtXRKHiHSLob4UfwxtjInrzuPojQSMXXMOa8YE8MKIZVDqoW2vXr0KFVmpVAo7Ozu0a9cOnp6e5RqOiOhlbj1Ow6hV5xCbnAUbM0MsH+mPxi7WYsciIhKdjZkhQsY1w/i1YTh1JxGjVp3Db4P90IlX8n0ldl0i0nQ3H6dh6PKzSEjLgYedGdaPa4bqlsZixyIiUjHS18OiYU0wbm0YTtx6glErQ7F2bCCauPL9emmU24XINBUvzkCkm87cTcT4tWFIzZbD3dYMq0c3hWs1M7FjERFplOw8BaZvvICDVx9DKgHm9vVFf39nsWO9Evub+vhaEVUtV2JTMGJlKJIycuHpYIHgoEDYmhuJHYuIqFjZeQqMWX0Op+4kwsJIH+uCAtHI2UrsWKKrsAuR6enpIT4+vsj2xMRE6Onxgj9EVPF2RcRixIpQpGbL0cTVGtsmteDAloioGMYGevhjSGP0b1ITSgH4cOslLD9xV+xYGo1dl4g01YX7TzFk2RkkZeTCt6YMG8c348CWiDSasYEelo/0R4C7DdJy5Bix4iyuxKaIHUtrlHpoW9KBuTk5OTA0NHztQEREJREEAQuP3cb0jRHIVSjRxccBIUGBsDHjzx4iopLo60nxYz9fjGvtDgCYve8a/nfwRomdrqpj1yUiTXT2biKGLT+L1Gw5/F2tERwUCCtT/kwiIs1naqiPVaOawt/VGqnZcgxdfhaRD1PFjqUV1F7T9tdffwUASCQSLF++HObm5qrbFAoFjh8/znW+iKjCyBVKfLnrKjaE3gcABLVyx2dd60MqlbzinkREJJFI8FnX+rAyNcRPB2/g96O38TQzF9/08oEef44CYNclIs118tYTBK09h+w8JVp4VMOyEf4wMyr15WmIiERjZqSPVaObYsTKUFy4n4xhK85iw7hmqOdgIXY0jab2mrbu7vlHZ0RHR6NmzZqFTg8zNDSEm5sbvvnmGwQGBlZM0jLiOl9E2i8jR46p68Nx9EYCJBLgq+5eGN3SXexYRERaKfhMNL7cdQWCAHT3dcS8AY1gqF/qk68qlBj9jV2XiDTR39ceY1JIOHLlSrSrZ4fFw5rA2IBLtRCRdkrNzsOw5Wdx6UEKbM0NsXF8M9S2r3qDW3X7W6kvRNa+fXts374d1tbaccU3Flki7Rafmo0xa87hSmwqjA2kWDCIVz8nInpdey4+xHubIiBXCmhbN38IYGKoOUMAMfsbuy4RaYo/L8dh2oYLkCsFdPKujl8H+8FIX3N+VhMRlUVKZh6GLD+Dqw9TYWdhhI3jm8HDzvzVd9QhFXYhsqNHj2pNiSUi7XbrcRr6LDyFK7GpqGZmiA3jmnFgS0RUDno0dMLykf4wNpDin5sJGLbiLFIy88SOpRHYdYlIE+y48ABT14dDrhTQs6ETfh/SmANbItIJMlMDBI8NhKeDBRLScjBk2Rnce5IhdiyNVOojbQHgwYMH2L17N+7fv4/c3NxCt82bN6/cwpUHHn1ApJ1O30nE+HVhSMuWw93WDKtHN4VrNTOxYxER6ZTz0UkYveocUrPl8HSwwNqxAbC3MBY7luj9jV2XiMS0MfQ+Pt1xGYIA9G9SEz/09eX640SkcxLTczB42RncfJwOJ5kxNk1oDmcbU7FjVQp1+1upVy//+++/0bNnT9SqVQvXr1+Hj48P7t27B0EQ0Lhx49cKTUQEALsiYvHBlovIUwho4mqNZSP8YWPGq+MSEZW3Jq422DShOUasDMX1R2nov/g0gscGVpnCXBx2XSIS0+p/o/D1nkgAwPBmrpjV05sX3iUinVTN3AghQc0waOlp3EnIwKClZ7BpQjPUtK66PfRFpV4e4dNPP8UHH3yAy5cvw9jYGNu2bUNMTAzatm2L/v37V0RGIqoiBEHAH0dvY/rGCOQpBHRt4ICQoEAObImIKlB9R0tsndgczjYmiE7MRN9Fp3DjUZrYsUTDrktEYln8zx3VwHZca3d804sDWyLSbXYWRtgwrhncbc0Qm5yFIcvOIi4lS+xYGqPUQ9tr165hxIgRAAB9fX1kZWXB3Nwc33zzDebOnVvuAYmoapArlPhsxxX8dPAGgPyi+vvgxrw6LhFRJXCtZoatE1ugXnULxKflYMCS0wi//1TsWKJg1yWiyiYIAn756yZ+2H8dADDtjdr4rGt9SCQc2BKR7rO3NMb6cYFwsTHF/aRMDF56Bo9Ts8WOpRFKPbQ1MzNTre3l6OiIO3fuqG578uRJ+SUjoiojI0eOcWvDsCH0PiQS4OseXvi8mxePLCAiqkTVLY2xaUIz+LlYISUrD8OWn8WJWwlix6p07LpEVJkEQcAPB65jwd+3AAAfdqqHGR3rcWBLRFWKo8wEG8Y3Q01rE9xLzMTgZWcQn8bBbamHts2aNcPJkycBAF27dsX777+P7777DmPGjEGzZs3KPSAR6bb41GwMXHoaR28kwNhAiiXDmmBUS3exYxERVUlWpoYICQpE6zq2yMxVYMzqc/jzcpzYsSoVuy4RVRalUsDXu69iyT93AQBfdffClPa1RU5FRCSOGlYm2DCuGZxkxribkIGhy87iSXqO2LFEJREEQSjNHe7evYv09HT4+voiIyMD77//Pk6dOoU6depg3rx5cHV1raisZcIr6hJprluP0zBq1TnEJmehmpkhlo/0h5+LtdixiIiqvBy5AjM2XcS+y3GQSoDv+jTA4ACXSvv4YvY3dl0iqgwKpYDPd1zGxnMxkEiA73o3wJDAyvs5S0SkqaITMzBwyRk8Ss2Gp4MF1o9rpnPXuVG3v5VqaKtQKPDvv//C19cXVlZW5ZGzwrHIEolPoRQQGpWE+LRs2FsYI8DdBqFRSRi/Lgxp2XK425ph9eimcK1mJnZUIiJ6RqEU8MXOy9gQGgMA+LizJya186iUjy1Wf2PXJaKK8GIXbuxihY+3XcLOiIeQSoCf+jVE3yY1xY5JRKQx7iakY9DSM4hPy4GXoyXWjwuElanuDG4rZGgLAMbGxrh27Rrc3bXj9GUWWSJxHbgSh1l7IhGX8t96NFYmBkjLyYNCCTRxtcayEf4695szIiJdIAgCfjx4A4uO5a/rOqFtLXzS2bPC11oUs7+x6xJReSquCxvrS5EtV0JfKsGCQX7o5usoYkIiIs10Oz4dg5aexpP0XDSoIUNwUCBkJgZixyoX6va3Uq9p6+Pjg7t3775WOCKqGg5cicOk4PBCJRUAkrPyB7aNXawQEhTIgS0RkYaSSCT4uLMnPu3iCQBY8s9dfLr9MhTKUv3OX6uw6xJReSmpC2fLlQCAca1rcWBLRFSC2vbmqqURLsemYOTKUKRl54kdq1KVemg7e/ZsfPDBB9i7dy/i4uKQmppa6A8REZB/GtisPZF42dv6uJRsGOiV+scQERFVsgltPTC3bwNIJcDGczF4Z0M4cuQKsWNVCHZdIioP6nThnRGxOv1LMCKi11W3ugWCxwbCytQAETHJGLXqHNJz5GLHqjSlXh5BKv1vwPL8qXGCIEAikUCh0KwCz1PGiMRx+k4iBi8788r9NoxrhuYe1SohERERva4DV+IwbUMEchVKtK5ji8XDmsDMSL/cP46Y/Y1dl4jKA7swEVH5uRKbgiHLziA1W44ANxusHtMUpobl30Eri7r9rdTP8OjRo68VjIiqhvi07FfvVIr9iIhIfJ19HLFylAHGrwvDiVtPMHT5Wawe3VSnLgzBrktE5YFdmIio/PjUkGHd2EAMW34WofeSMHZ1GFaOagoTQz2xo1WoUg9t27ZtWxE5iEjH2FsYl+t+RESkGVrVsUVIUCBGrz6HiJhkDFhyGuvGBqK6pW78PGfXJaLywC5MRFS+GjpbYc3YAIxYEYrTdxMxfl0Ylo3wh7GB7g5uy7SY5IkTJzBs2DC0aNECsbGxAIB169bh5MmT5RqOiLSXWzVT6EtLvrq4BICjzBgB7jaVF4qIiMqFn4s1Nk9ojuqWRrj5OB19F53CvScZYscqN+y6RPS6GrtYwUi/5Lfb7MJERKXX2MUaq0c3hamhHk7ceoIJ687r7HUWgDIMbbdt24ZOnTrBxMQE4eHhyMnJAQCkpKTg+++/L/eARKR9HjzNxKBlZyAv4cIKBaPcmT28oPeSwS4REWmuutUtsHViC7hVM8WDp1not/g0rsVp/4W62HWJ6HUplAI+2nYJOXJlsbezCxMRlZ2/mw1WjmoKYwMp/rmZgMnB4cgt4eettiv10Hb27NlYvHgxli1bBgMDA9X2li1bIjw8vFzDEZH2uZuQjv6LTyM6MRPONib4tpcPHGWFT/tykBlj0bDG6OzjKFJKIiIqD842ptgysQXqO1riSXoOBiw5jbB7SWLHei3sukT0OgRBwOc7LmNXxEPoSyWY3M6DXZiIqJw1q1UNK0c2hZG+FH9fj8c7G8KRp9C9wW2p17S9ceMG2rRpU2S7TCZDcnJyeWQiIi11LS4Vw1ecxZP0XHjYmSEkqBkcZMYYEuiC0KgkxKdlw94i/zQwHlVARKQb7CyMsHF8M4xdfQ5h0U8xbMVZLB7WBO3q2YsdrUzYdYmorARBwKw9kdh4LgZSCbBgkB+6+Tri/Y712IWJiMpZi9q2WDbCH0Frw3Dw6mO8uzECCwY1gr5emVaC1UilfiYODg64fft2ke0nT55ErVq1yiUUEWmfiJhkDFp6Bk/Sc+HlaIlNE5rD4dlRBXpSCZp7VEOvRjXQ3KMaSyoRkY6RmRhg3dhAtKtnh+w8JYLWhGH3xYdixyoTdl0iKgtBEPDjwRtYfeoeAOCnfg3RzTf/SFp2YSKiitGmrh2WDGsCQz0p9l2Ow4zNF6EoYZlGbVTqoe24ceMwffp0nD17FhKJBA8fPkRISAg++OADTJo0qSIyEpGGO3M3EUOXnUFKVh78XKywYXwz2JobiR2LiIgqkYmhHpYO90fPhk6QKwVM33gB685Eix2r1Nh1iagsfj9yG4uO3QEAzO7tg75NaoqciIioamjvaY+FQxtDXyrB7osP8eEW3Rnclnp5hE8++QRKpRJvvvkmMjMz0aZNGxgZGeGDDz7AO++8UxEZiUiDHb0Rj4nrziNHrkQLj2pYNsIfZkal/tFCREQ6wFBfivkDG+UfeXsmGl/uvIKUzFxMaV8bEol2HFnGrktEpbX8xF38/NdNAMAX3epjWDNXkRMREVUtHbyq4/chfpiy/gK2X4iFnlSCuX19IdXyMxskgiCUafycm5uL27dvIz09HV5eXjA3Ny/vbOUiNTUVMpkMKSkpsLS0FDsOkU7ZfzkO0zZeQJ5CwJue9vhjaGMYG+iJHYuIiEQmCAJ++esmfj2Sv8zA2Fbu+LxrfbWLsyb0N3ZdIlJHyNlofL7jCgBgxlt1Me3NOiInIiKquvZeeohpGy5AKQCDA1zwXW8fjRzcqtvfynw4nKGhISwsLGBhYaGxJZaIKs7W8w/w0daLUApAd19H/DKwEQx0aMFvIiIqO4lEghkd60Fmaohv90ZixckopGTl4Ye3G2jNxSHYdYnoVbadf4AvduYPbCe29cA7b9QWORERUdXW3dcJCqWAdzdFYEPofehLJfiml7fWnPH1olK3Zrlcji+//BIymQxubm5wc3ODTCbDF198gby8vIrISEQaZt3pe/hgS/7AdoB/TSwY5MeBLRERFTG2lTt+7t8QelIJtp5/gMkh4cjOU4gd66XYdYlIHfsuxeHDrRchCMCoFm74uHM9rR0KEBHpkl6NauCnfg0hkQDrzkTjm72RKOMiA6Ir9ZG277zzDrZv344ff/wRzZs3BwCcPn0aX3/9NRITE7Fo0aJyD0lEmmPxP3fww/7rAPIL6lfdvTTydAMiItIMfZvUhKWJAaasD8ehyMcYveoclo30h7mGrn/OrktEr/L3tceYvjH/9NuB/s74qrsXB7ZERBqkX5OaUCiV+HjbZaz69x4M9KT4tIun1v2sLvWatjKZDBs3bkSXLl0Kbf/zzz8xePBgpKSklGvA18V1vojKhyAI+PnQTfx+NH99wqnta+P9jnW17oceERGJ4/SdRIxbG4b0HDl8a8qwenQAbMwMi91XzP7GrktEL3Py1hOMWXMOuXIlejVywrwBjaDHAxiIiDRS8Jlo1TI2k9t54MNOmnFWhLr9rdTnMxsZGcHNza3Idnd3dxgaFl+8iUi7CYKAb/ZGqga2H3f2xAca8sOOiIi0Q3OPatgwrhlszAxx6UEK+i8+hYfJWWLHKoJdl4hKcu5eEsatDUOuXImOXtXxv2fLvxARkWYa1swVs3p6AwAWHruDXw7fEjlR6ZR6aDt16lR8++23yMnJUW3LycnBd999h6lTp5ZrOCISn0Ip4JNnpxQAwDe9vDGpnYe4oYiISCs1qCnD5gnN4Sgzxp2EDPRffBp3E9LFjlUIuy4RFediTDJGrzqHrDwF2ta1w29DeE0HIiJtMLKFG77oVh8A8Ovft/Db39ozuC31vzIXLlzA3r17UbNmTXTo0AEdOnRAzZo1sWfPHly8eBFvv/226s+rHD9+HD169ICTkxMkEgl27typui0vLw8ff/wxGjRoADMzMzg5OWHEiBF4+PBhaSMTURnlKZSYvvECNoXFQCoB/te/IUY0dxM7FhERabHa9ubYOqkFatmaITY5C/0Xn8aVWM1ZcoBdl4hedC0uFSNWhiI9R45AdxssHtYERvp6YsciIiI1BbWuhU+6eAIAfv7rJhYduyNyIvWU+goQVlZW6Nu3b6Ftzs7OZfrgGRkZaNiwIcaMGVOk+GZmZiI8PBxffvklGjZsiKdPn2L69Ono2bMnwsLCyvTxiEh92XkKTF0fjsPX4mGgJ8GCQX7o2sBR7FhERKQDaliZYPPE5hi1KhRXYlMxeOkZLB/pj8Ba1aBQCgi9myRaNnZdInre7fh0DF9xFilZefBzscKKUU1hYsiBLRGRtpnY1gNyhRL/O3QTcw9ch4GeBEGta+V3z6gkxKdlw97CGAHuNhqz9E2pL0RWUSQSCXbs2IHevXuXuM+5c+cQEBCA6OhouLi4qPW4vDgDUell5Mgxfl0Y/r2dCCN9KRYPa4L2nvZixyIiIh2Tlp2HoDVhOBuVBCN9Kca0dMfOiFjExichZv4Anepv7LpE2icmKRP9F5/Go9RseDtZYv24ZpCZGIgdi4iIXsMvf93EgmdLJAzwr4kTt54gLiVbdbujzBgze3ihs0/FHbRWYRciE1NKSgokEgmsrKxK3CcnJwepqamF/hCR+lKy8jB8xVn8ezsRZoZ6WD06gANbIiKqEBbGBlgzJgAd6ldHjlyJRf/cKVSaqxp2XSLNEZeShcHLzuBRajbq2Jtj3dhADmyJiHTAux3qYEr7/Ov0bA57UKR7PkrJxqTgcBy4EidGvEJKPbRNTEzElClT4OXlBVtbW9jY2BT6U1Gys7Px8ccfY/DgwS+dQs+ZMwcymUz1p6ynsxFVRYnpORi89AzC7yfD0lgfwUGBaO5RTexYRESkw4wN9PDHED+YGGjGsQTsukSUkJaDocvO4sHTLLhVM0VIUCBszAzFjkVEROVAIpHgvQ51YVbCUjcFyxHM2hMJhVLcxQlKvabt8OHDcfv2bYwdOxbVq1eHRFLx6zzk5eVhwIABEAQBixYteum+n376KWbMmKH6e2pqKssskRoepWRj6PIzuJOQAVtzQ6wbG4j6jjzNkoiIKl74/WRk5SnFjgGAXZeoqnuakYvhK87i7pMM1LAyQci4ZrC3NBY7FhERlaNz954iI1dR4u0CgLiUbIRGJYl6IFuph7YnTpzAyZMn0bBhw4rIU0RBiY2OjsaRI0deuVaXkZERjIyMKiUbka6IScrEkOVnEJOUBUeZMYKDAuFhZy52LCIiqiLi0zRnSQR2XaKqKzU7DyNWhuL6ozTYWxghJCgQNaxMxI5FRETlTN3uKXZHLfXQ1tPTE1lZWRWRpYiCEnvr1i0cPXoU1arxNG2i8nY7Pg1Dl5/F49QcuFYzRfDYQDjbmIodi4iIqhB7C805io1dl6hqysyVY8yqc7gcmwIbM0OEBAXCzdZM7FhERFQB1O2eYnfUUg9tFy5ciE8++QRfffUVfHx8YGBQeDH20ly1Nj09Hbdv31b9PSoqChEREbCxsYGjoyP69euH8PBw7N27FwqFAo8ePQIA2NjYwNCQawoRva6rD1MwfEUokjJyUcfeHMFBgajO07+IiKiSBbjbwFFmjEcp2RB35TB2XaKqKDtPgXFrwxAW/RSWxvpYOyYAdapbiB2LiIgqyKu6pwSAg8wYAe4Vdz0DdZR6aGtlZYXU1FS88cYbhbYLggCJRAKFouQ1IV4UFhaG9u3bq/5esD7XyJEj8fXXX2P37t0AgEaNGhW639GjR9GuXbvSRiei55yPforRq0KRmi2HTw1LrB3DCywQEZE49KQSzOzhhUnB4aj4FWRfjl2XqGrJlSsxOSQc/95OhJmhHtaMCYBPDZnYsYiIqAK92D2fH9wWdNGZPbygJxW3mZZ6aDt06FAYGBhg/fr1r31xhnbt2kEQSj6e4mW3EVHZnbr9BEFrw5CZq4C/qzVWjm4KS2ODV9+RiIiognT2ccSiYY0xa08kYuMzRcvBrktUdcgVSry76QKOXI+HsYEUK0Y1hZ+LtdixiIioEjzfPeNS/lu71kFmjJk9vNDZx1HEdPkkQinboqmpKS5cuIB69epVVKZylZqaCplMhpSUlFKdzkakq/6+9hiTQsKRK1eiVW1bLB3RBKaGpf79DRERUYVQKAUcvRSNt/zcRelv7LpEVYNSKeCDLRex/UIsDPWkWDbSH23r2okdi4iIKplCKSA0Kgnxadmwt8hfEqGij7BVt7+VelLj7++PmJgYrSmyRPSfvZce4t2NEZArBbzlVR2/DfaDsYGe2LGIiIhU9KQSBNQSb/0wdl0i3ScIAr7YdQXbL8RCTyrB70P8OLAlIqqi9KQSNPfQzIvBlnpo+84772D69On48MMP0aBBgyIXZ/D19S23cERUfjafi8En2y9BKQC9Gjnhf/0bwkBPKnYsIiIijcKuS6TbBEHA7H3XsP7sfUgkwLwBDdHR20HsWEREREWUenkEqbTokEcikZTp4gyVgaeMEQGr/o3CrD2RAIDBAc6Y3buB6AtqExERlUTM/sauS6Tbfj50A78duQ0A+LGvLwY0dRY5ERERVTUVtjxCVFTUawUjosr1x9Hb+OngDQBAUCt3fN6t/mtdVIWIiEiXsesS6a4/jt5WDWxn9fTmwJaIiDRaqYe2rq6uFZGDiMqZIAj48eANLDp2BwAw/c06eLdDHQ5siYiIXoJdl0g3rTwZpTqQ4ZMunhjZwk3cQERERK9QpgUt161bh5YtW8LJyQnR0dEAgPnz52PXrl3lGo6IykapFDBz91XVwPazrp547626HNgSERGpgV2XSLdsDL2Pb/bmLxU27c06mNjWQ+REREREr1bqoe2iRYswY8YMdO3aFcnJyap1vaysrDB//vzyzkdEpSRXKPHRtktYezoaEgnwXR8fjG/DYkpERKQOdl0i3bLzQiw+3XEZADCutTve61BH5ERERETqKfXQ9rfffsOyZcvw+eefQ09PT7Xd398fly9fLtdwRFQ6uXIlpm28gK3nH0BPKsG8AQ0xNJCneRIREamLXZdIdxy48gjvb7kIQQCGNXPBZ115bQciItIeZboQmZ+fX5HtRkZGyMjIKJdQRFR62XkKTAw+j2M3EmCgJ8Fvgxujs4+D2LGIiIi0CrsukW44eiMe72wIh0IpoG/jmvimpw8HtkREpFVKfaStu7s7IiIiimw/cOAA6tevXx6ZiKiU0nPkGLkyFMduJMDYQIrlI5tyYEtERFQG7LpE2u/UnSeYuO488hQCuvk6Ym7fBpBKObAlIiLtovaRtt988w0++OADzJgxA1OmTEF2djYEQUBoaCg2bNiAOXPmYPny5RWZlYiKkZyZi5GrzuFiTDLMjfSxclRTBLjbiB2LiIhIq7DrEumG89FJCFoThhy5Eh3q22P+wEbQ1yvT9beJiIhEJREEQVBnRz09PcTFxcHe3h4hISH4+uuvcedO/pXpnZycMGvWLIwdO7ZCw5ZFamoqZDIZUlJSYGlpKXYconKVkJaD4SvO4vqjNFiZGmDtmAD41rQSOxYREdFrEaO/sesSab8rsSkYvPQM0nLkaF3HFstG+MPYQO/VdyQiIqpE6vY3tYe2UqkUjx49gr29vWpbZmYm0tPTC23TNCyypKseJmdh2PKzuPskA7bmRggJCkQ9BwuxYxEREb02Mfobuy6RdrvxKA2Dlp7G08w8NHWzxpoxATA1LPUlXIiIiCqcuv2tVP+Kvbhwu6mpKUxNTcuWkIjKLDoxA0OWnUVschZqWJkgOCgQ7rZmYsciIiLSauy6RNop6kkGhi4/i6eZeWhYU4aVo5pyYEtERFqvVP+S1a1b95VX3ExKSnqtQET0cjcfp2HY8rOIT8uBu60ZgoMCUcPKROxYREREWo9dl0j7xCRlYuiyM3iSngNPBwusGRMAC2MDsWMRERG9tlINbWfNmgWZTFZRWYjoFS4/SMGIlflHEdSrboF1QQGwtzAWOxYREZFOYNcl0i6PUrIxdPlZPEzJhodd/sEMVqaGYsciIiIqF6Ua2g4aNEij1/Qi0mVh95IwetU5pOXI0bCmDGvGBLCUEhERlSN2XSLt8SQ9B0OXn8H9pEy42JgiJKgZbM2NxI5FRERUbtQe2r7qVDEiqjgnbiVg/NrzyMpTIMDdBitG+vO0LyIionLErkukPZIzczF8RSjuJGTAUWaMkKBAOMh49hkREekWtYe2giBUZA4iKsGhq48wdf0F5CqUaFPXDkuGNYGJoZ7YsYiIiHQKuy6RdkjLzsPIVedwLS4VtuZGCAkKhLMNLxhIRES6R+2hrVKprMgcRFSMXRGxmLH5IhRKAZ29HbBgcCMY6XNgS0REVN7YdYk0X1auAmNXh+FiTDKsTA0QEhSIWnbmYsciIiKqEKVa05aIKs+G0Pv4bMdlCALwtl8N/NjPF/p6UrFjERERERFVuuw8BcavC0PovSRYGOlj3ZhA1HOwEDsWERFRheHQlkhkCqWA0KgkxKdlw97CGAHuNlj1bxRm77sGABga6IJve/lAKuVae0RERESk+17sx34uVpi6Phwnbj2BqaEeVo9pigY1ZWLHJCIiqlAc2hKJ6MCVOMzaE4m4lGzVNnMjfaTnyAEAE9rUwiddPHlxFCIiIiKqEorrx8YGUmTnKWGoL8XyEf5o4mojYkIiIqLKwaEtkUgOXInDpOBwvHjZk4KBbU9fRw5siYiIiKjKKKkfZ+flrzk9rrU7WtS2rfxgREREIuACmUQiUCgFzNoTWaSQPu9c9FMoeSFrIiIiIqoC1OnH28NjoWBBJiKiKoJDWyIRhEYlFTrlqzhxKdkIjUqqpEREREREROJhPyYiIiqMQ1siEcSnvbyQlnY/IiIiIiJtxn5MRERUGIe2RCKwtzAu1/2IiIiIiLQZ+zEREVFhHNoSiaCRsxWM9Ev+9pMAcJQZI8CdV8YlIiIiIt0X4G4DK1ODEm9nPyYioqqGQ1uiSpYjV+CdDeHIkSuLvV3y7P9n9vCCnlRS7D5ERERERLrk1J0nSMvOK/Y29mMiIqqKOLQlqkTZeQpMXHceh6/Fw0hfinfeqA1HWeFTvBxkxlg0rDE6+ziKlJKIiIiIqPJcuP8UE9adh0IJNHaxgoMl+zEREZG+2AGIqorsPAXGrQ3DiVtPYGwgxYqRTdGyti3e7VAXoVFJiE/Lhr1F/ilfPIKAiIiIiKqCm4/TMGrVOWTmKtC6ji2Wj/SHvlTKfkxERFUeh7ZElSArV4Gxa87h1J1EmBjoYeWopmjuUQ0AoCeVqP6biIiIiKiqiEnKxPAVZ5GSlYdGzlZYPKwJjPT1AID9mIiIqjwObYkqWEaOHGNWn8PZqCSYGeph1egAXkCBiIiIiKq0hLQcDF9xFo9Tc1DH3hyrRjWFmRHfnhIRERXgv4pEFSg9R47Rq0Jx7t5TmBvpY82YpmjiyoEtEREREVVdKVl5GLEyFPcSM1HT2gTr/t/enYdFVfZvAL8Pw74Ni+yCIq6IiAiiYinupv5ccwkTwiUV0jIrLfc3Na1ezTQ1UzBRsUVNLW1xzRVcQBHEDcWFzYVd1jm/P5R5nUDFBM7McH+ui6vmzJnhfuYw8uU7z3nOGD9YmuhLHYuIiEitsGlLVENyCksQvD4aZ1KyYGaoi+9D2qGNi6XUsYiIiIiIJPOwuAxjN8QgMTUH9Uz1sXGMH+z/cWFeIiIiYtOWqEaUzx6Iu5kFuZEeNo5pB8/6FlLHIiIiIiKSTEmZAqGbzyDm+gOYGehiQ0g7uNYzkToWERGRWmLTlqiaZRUU48110Th/OxsWxnqIHOMHDye51LGIiIiIiCSjUIj44Mc47L+YAQNdHawL9kVLR9bIRERET8OmLVE1up9fjFHfnURCag6sTPQROcYP7o7mUsciIiIiIpKMKIqYvzsBO2LvQKYjYNUob16Yl4iI6DnYtCWqJvfyihD43UlcTMtFPVN9bBrbHs3szaSORUREREQkqa/2XUbEsesAgC9fb42uze2kDURERKQB2LQlqgaZuUUI/O4ELqXnwcbMAFvG+aGxLRu2RERERFS3RRxNxrK/LgMA5vZ3x8A2ThInIiIi0gxs2hK9pIycQoxcewJXM/NhZ26AzePaw83GVOpYRERERESS2nH2NubuSgAATOnWBMH+rhInIiIi0hxs2hK9hLTsRw3b5Lv5cJAbYsu49mjIK+ASERERUR23/2I63v8xDgAQ1KEB3u3eROJEREREmoVNW6J/6XbWQ7yx9gRu3CuAk4URtoxrDxdrY6ljERERERFJKjr5PiZGnkGZQsRAL0fM6d8SgiBIHYuIiEij6EgdoLZEX7uPMoUodQzSEjfvF2D4muO4ca8AzlZG2Po2G7ZERESk/coUIo5fvYdfYm/j+NV7rK+pggt3sjEmIgZFpQp0bW6Lz19vDR0dNmyJiIheVJ2ZaRuyIQZOtlcxp787ens4SB2HNFjKvQKMXHsCt7MeooG1MbaMaw9HCyOpYxERERHVqL3xqZi3KwGp2YXKbQ5yQ9bXpJR8Nx9B66ORW1QK34aWWPmGN/RkdWaeEBERUbWqU79B07ILMTHyDPbGp0odhTRU8t18DP/2OG5nPUSjeibYOr4DG7ZERESk9fbGp2Ji5BmVhi3A+pr+Jy27EKO+O4m7ecVo4WCO74J8YaQvkzoWERGRxqpTTdvyk7fm7UrgqVz0wq5m5mHEt8eRml0INxsTRI1vD3u5odSxiIiIiGpUmULEvF0JqKx6Zn1NAJBVUIzR60/idtZDNLQ2xvch7SA30pM6FhERkUaTtGl7+PBh9O/fH46OjhAEATt27FC5XxRFzJ49Gw4ODjAyMkL37t1x+fLll/qeIoDU7EJEJ99/qeehuuVyei5GfHsC6TlFaGpniqjxHWBrzoYtERERPZ0UtW5NiE6+X2GG7ZNYX9dt+UWlCA6PwaX0PNiZG2DjGD/YmBlIHYuIiEjjSdq0zc/PR+vWrbFy5cpK71+yZAmWL1+O1atX4+TJkzAxMUGvXr1QWPj0orGqMnJf/jmobkhKy8XItSeQmVuE5vZm2DKuPQtRIiIiei4pa93qVNW6mfV13VNUWoYJkacRezMLciM9fB/iB2crXpyXiIioOkh6IbI+ffqgT58+ld4niiKWLVuGmTNnYsCAAQCA77//HnZ2dtixYwdGjBjxUt/b1oyzJOn5Eu7kYNS6k7ifXwx3B3NEjvWDlYm+1LGIiIhIA0hZ61anqtbNrK/rljKFiKlb4/D35bsw1pch/C1fNLM3kzoWERGR1lDbNW2Tk5ORlpaG7t27K7fJ5XL4+fnh+PHjL//8d/Mgilx3i54u/nY23vjuBO7nF6OVkxybx7FhS0RERNWjpmvd6tTO1QoOckMIz9jH1EAXvg0tay0TSUsURczccR6/nk+FnkzAmjfbwtuFx5+IiKg6qW3TNi0tDQBgZ2enst3Ozk55X2WKioqQk5Oj8lXuyULz4+3x+OCnc3hYXFatuUk7nLuVhTfWnkBWQQlaO1sgcqwfLIzZsCUiIqLqURO1bk2R6QiY098dAJ7auM0rKsXUH+JQWMLaui5Y8nsStkTfhCAAy4a3wStNbKSOREREpHXUtmn7by1atAhyuVz55ezsrLzPXm6Ib97wxge9mkFHAH46fQuDVx3D9bv5EiYmdXM25QECvzuJnMJSeLtYYOMYXv2WiIiI1MOzat2a1NvDAatGecNerroEgoPcEG+2d4GujoCdcXfwxtoTuJtXVCuZSBrfHr6KVQevAgAWDmqFvp4OEiciIiLSTpKuafss9vb2AID09HQ4OPyvEEhPT4eXl9dTHzdjxgxMnTpVeTsnJwfOzs5YH+SLAM8GkOk8mh/QxtkC72w5i8TUHPT/+gi+GNYavVra18xgSGOcvnEfQetjkFdUCt+Glgh/qx1MDdT2bUJEREQaqrpr3drQ28MBPdztEZ18Hxm5hbA1M0Q7VyvIdAT0aeWAiZFncCYlCwNXHsX6YF80teP6ptrmh5ibWPjbRQDAh72bYWQ7F4kTERERaS+1nWnr6uoKe3t77Nu3T7ktJycHJ0+eRIcOHZ76OAMDA5ibm6t8AUC7RlbKhi0AdGxcD79OfgVtG1git6gUb288jUV7ElFapqi5QZFai06+j9HropFXVIr2jawQwYYtERER1ZDqrnVri0xHQAc3awzwckIHN2tlfd3RrR62T+qIhtbGuPXgIYZ8cwyHLmXWajaqWXvjUzF92zkAwPhXG2FiZzeJExEREWk3SZu2eXl5iI2NRWxsLIBHF2SIjY1FSkoKBEHAu+++i08//RQ7d+7E+fPnMXr0aDg6OmLgwIHV8v3t5YaIGt8eYzq5AgDWHLqGwO9OIiO3sFqenzTHsat3EbQ+GvnFZfBvbI3w4HYwYcOWiIiIXoLUtW5ta2Rjiu2T/NHO1Qq5RaUIiYjBxuPXpY5F1eDolbuYvCUWChEY5lMfM/o0hyA869J0RERE9LIEURRFqb75wYMHERAQUGF7UFAQIiIiIIoi5syZg2+//RZZWVno1KkTvvnmGzRt2rTK3yMnJwdyuRzZ2dnPnInw67lUfPhTHPKLy2BjZoCVb3ijnavVvxoXaZYjl+9i7PcxKCxR4JUm9bB2tA8M9WRSxyIiIqqzqlq/qTt1qnVrU1FpGT7eFo+fz9wCALzl3xAz+7qrnPVGmiPu5qML9OYXl6FXSzusfMMbujK1PWGTiIhI7VW1fpO0aVsbXqSQvZqZh4mRp3EpPQ8yHQEf9W6Gca804qfIWuzQpUyM//4UikoVCGhmg1Wj2rJhS0REJDF1bESqK3V9rURRxDcHr+Lz35MAAF2b22L5yDZcekrDXMnIxeurj+NBQQk6ulljfbAva2UiIqKXVNX6jR+RPsHNxhQ7Qv0x0MsRZQoRC3+7iImRZ5BTWCJ1NKoBBy5mYNyGRw3b7i1ssfpNNmyJiIiIqoMgCAgNaIxvAr1hoKuD/RczMHTVMdzOeih1NKqi21kP8ea6aDwoKIFnfTm+5dloREREtYpN238w1tfF0uFe+M9AD+jJBOy9kIb/+/oIElNzpI5G1ejPhHSM33gKxWUK9Gpph28C28JAl0UoERERUXV6rZUDfni7A2zMDHAxLRcDVhxF7M0sqWPRc9zNK8Kb351EanYh3GxMeIFeIiIiCbBpWwlBEPBm+wb4cUJHOFkY4fq9Agz65ih+Pn1L6mhUDfbGp2Ji5GmUlIno28oBK97whr4u3wpERERENaG1swV2hPqjub0Z7uYVYfia4/jtfKrUsegpcgtLEBwejWt38+EoN8TGMX6wMtGXOhYREVGdw07VM3g5W2D3O53QuakNCksUeP/HOMzYdh6FJWVSR6N/6ddzqQjdfBalChH9WzviqxFe0OOFFIiIiIhqlJOFEX6a2BFdm9uiqFSBSZvOYOWBK9Dyy2tonMKSMozdcArxt3NgbaKPjWP94GhhJHUsIiKiOondquewNNFHeLAv3uveFIIAbIlOwdDVx3DzfoHU0egF/RJ7G5OjzqJMIWJQGycsHdaaV74lIiIiqiWmBrpYO9oHIf6uAIDPf0/CtB/PoaiUEyLUQWmZAmGbz+Jk8n2YGuhiQ0g7uNmYSh2LiIiozmLHqgp0dARM6d4EEW+1g6WxHuJv56Df10ew/2K61NGoiraduYX3tsaiTCFiaNv6+OJ1NmyJiIiIaptMR8Ds/u74dKAHZDoCfj5zC29+F437+cVSR6vTFAoRH/58Dn8lpkNfVwffBfnAw0kudSwiIqI6jV2rF9C5qQ12T34FrZ0tkP2wBCERp/DF70koU/C0LnX2w6mbeP/HOChEYISvM5YM8YRMR5A6FhEREVGdNap9A4QH+8LMQBfR1+9j0DdHcTUzT+pYdZIoivj010RsO3MbMh0BK9/wRvtG1lLHIiIiqvPYtH1BThZG+OHt9hjdoQEAYMWBKxi9/iTu5RVJnIwqsyU6BR/+dA6iCIxq74KFg1pBhw1bIiIiIsm92tQGP0/qiPqWRrhxrwCDVh7FsSt3pY5V56zYfwXrjyYDAJYM8UQPdzuJExERERHApu2/YqArw/wBHvhqhBeM9GQ4euUe+i4/gtM3HkgdjZ6w8cQNzNh2HgAQ3LEh/jPAgw1bIiIiIjXS1M4MO0L94e1igZzCUoxeH42o6BSpY9UZG0/cwJd/XgIAzOrnjiFt60uciIiIiMqxafsSBng54ZcwfzSyMUFaTiGGrzmO8KPJvAquGog4moxZO+IBAGM6uWJOf3cIAhu2REREROqmnqkBNo9rj/9r7YhShYjp285j4W+JXIKshu2Mu4PZvzyql8MCGmNMJ1eJExEREdGT2LR9SU3tzLAzrBP6ejqgVCFi3q4EhG05i7yiUqmj1Vnf/X0Nc3clAADefrURZvZtwYYtERERkRoz1JPhqxFeeLd7EwDAt4evYULkaRQUs6auCQeTMjB1ayxEEQj0c8H7PZtKHYmIiIj+gU3bamBqoIsVI9tgdj936OoI+PVcKgasOILL6blSR6tzVh+6ik9/TQQAhAa4YXqf5mzYEhEREWkAQRDwbvem+GqEF/R1dfBnQjqGrTmOtOxCqaNpldM37mNC5GmUKkT083TA/AEerJeJiIjUEJu21UQQBIR0csXWt9vD3twQVzPzMWDlUfwSe1vqaHXGygNX8NmeiwCAKd2aYFrPZixAiYiIiDTMAC8nbBnnB2sTfcTfzsGAlUcQfztb6lhaITE1B2+Fx6CwRIHOTW3w32FekPGaD0RERGqJTdtq1raBFXZP7gT/xtYoKC7DlKhYzPklHsWlCqmjabWv/rqMz39PAgBM7dEU7/VoyoYtERERkYZq28AKO0L90cTWFOk5RXh99XH8cSFN6lga7ca9fIxeH42cwlK0bWCJVaO8oa/LPweJiIjUFX9L14B6pgb4PsQPYQGNAQAbjt/AsDXHcSfrocTJtI8oivjyjyQs/evRVW8/7N0Mk7s1kTgVEREREb0sZytj/DypI15pUg8PS8rwduRpfHv4Ki/6+y9k5BTizXXRyMwtQnN7M6wP8oWxvq7UsYiIiOgZ2LStITIdAdN6NcP6YB/IjfQQezMLfZf/jcOXMqWOpjVEUcSS35Pw9f4rAICPX2uOSV0aS5yKiIiIiKqLuaEewoN9Maq9C0QRWPjbRczYdh4lZTyLraqyC0rw5rpopNwvgIuVMb4PaQe5sZ7UsYiIiOg52LStYV2b22H3O53g4WSOBwUlCAqPxld/XYZCwRkCL0MURSz8LRGrDl4FAMzq547xr7pJnIqIiIiIqpuuTAf/GeCB2f3coSMAUTE3EbQ+GtkFJVJHU3sFxaV4KyIaSem5sDEzQOQYP9iaG0odi4iIiKqATdta4GxljJ8mdMTIdo9mCCz96xLeiojBg/xiqaNpJFEUMX93Atb+nQwAmD+gJcZ0cpU4FRERERHVlPKL/n4X5AMTfRmOXb2HQauO4vrdfKmjqa3iUgUmRJ7BmZQsmBvqYuOYdnCxNpY6FhEREVURm7a1xFBPhkWDW+GL11vDQFcHhy5lot/XRxB3M0vqaGqtTCHi+NV7+CX2No5fvYeSUgXm7LyA8KPXAQALBnlgdIeGkmYkIiIiotrRtbkdfprYEY5yQ1zLzMfAb47i5LV7UsdSC0/WzUev3MV7W8/i8KVMGOrpIPwtXzS3N5c6IhEREb0AQdTylfxzcnIgl8uRnZ0Nc3P1KFQSU3MwMfI0rt8rgL5MB7P6u2OUnwsEQZA6mlrZG5+KebsSkJpdqNxmpC/Dw+IyCALw2eBWGO7rImFCIiIiqgnqWL+pq7r6WmXkFGLc96cQdysbejIBnw32xJC29aWOJZnK6mYA0BGA9cG+6NLMVqJkRERE9E9Vrd8401YCLRzMsfOdTujpbofiMgVm7YjH1B/iUFBcKnU0tbE3PhUTI89UKDwfFpcBAEa3b8CGLREREVEdZWtuiKjxHfBaK3uUlIl4/8c4fP77xTp53Yin1c0AoBCBwpIyCVIRERHRy2LTViLmhnpY82ZbfPxac8h0BGw/exsDVx7F1cw8qaNJrkwhYt6uBDyr5P4jIR1ldbAoJyIiIqJHjPRlWDHSG6EBjy5Gu/LAVYRtOaP8kL8ueF7dLACYtyuBdTMREZEGYtNWQoIgYPyrbtg81g82Zga4lJ6HASuO4rfzqVJHk0xWQTHCjyZXOlPgSanZhYhOvl9LqYiIiIhIHenoCPigV3N88Xpr6MkE/HY+DSO+PY6M3GfXkppOFEXcyXqIFfuvPLNuFsG6mYiISFPpSh2AAL9G1vh1cieEbT6L6OT7mLTpDMZ0csX0Ps2hJ9POvrpCISLlfgESU3OQkJrz6L93cnDnOc3aJ2l7MU5EREREVTO0bX04Wxrh7cjTiLuVjUErj+G7IB+0cNCOdX4zcgtx/lY2zt3Kxvnb2Th3Kwt384pf6PFERESkWdi0VRO2ZobYPNYPn/+RhDWHrmHdkWTE3czCije8YS83lDreS3lYXIak9Fwk3MlRNmkvpuYg/ymnrtmY6SMz9/lFqK2ZZr8uRERERFR9/BpZY8ckf4RExODa3XwMXXUMK97wRkBzzboI14P8YmVjtrxJW9lsWpmOACcLI6TcL3juc7JuJiIi0jyCKIpavcCRJl5R9/cLaZj2Qxxyi0pRz1Qfy0e2QUe3elLHei5RFJGZW4SEx43Z8iZt8t18VLaMlr6uDprZmcHdwRwtHMzg7ihHcwczmOjrotPi/UjLLqx0fS4BgL3cEEc+6gqZjlDTwyIiIqJapon1m1T4WlWUVVCMiZFncPzaPegIwKx+7gju2BCCoH51Y05hCeJvZz+aRfu4UXvz/sMK+wkC0NjGFK3qy+HpJIenswXcHcyhJ9Nh3UxERKRhqlq/sWmrpq7fzceEyNO4mJYLHQGY1qsZJrzqBh01KbZKyxS4djdfZfZsYmrOU0/TsjbRh7uj+eMGrTncHc3RqJ4JdJ+y/EP5VXABqBSg5aNfNcobvT0cqnFEREREpC40tX6TAl+ryhWXKjBrRzy2nroJAHizfQPM6e/+1NqzNhQUlyLhTg7ibmXj/K0snLudjWuZ+ZXu29DaGJ71LeBZX45WTnK0dJLD1KDykyRZNxMREWkWNm0f0+RC9mFxGWb9Eo+fTt8CAHRvYYsvX/eC3FivVnPkFJbgYmouEu5kP27O5iIpPRfFpYoK++oIgGs9E7g7yh/NnnV41Ki1MTN44dkNe+NTMW9XgsrpYA5yQ8zp787Ck4iISItpcv1W2/haPZ0oivj28DV8tvciRBF4takNVrzRBuaGNV9LF5WWITE191Fz9vFatJczcis9+8zJwgie9eXKJq2Ho/yF633WzURERJqDTdvHNL2QFUURW2NuYvbOCyguVcDZygirAtvCw0kOAChTiIhOvo+M3ELYmhminavVvz71SRRF3HrwUOXCYIlpOZWeogUAJvoytHhi5mwLB3M0szODkb7sX4/3n6pzfERERKQZNL1+q018rZ7v9wtpeDcqFg9LytDE1hTrg33hbGVcbXVmSZkCl9Jzlc3Z87ezkJSWi5Kyin9m2ZoZ/G8G7eOlDqxNDapjmKybiYiINASbto9pSyEbfzsbEyJP49aDh9DX1cF/BrSE3EjvX3+iXlhShsvpecqlDcobtbmFpZXu72RhpJw5W96kdbY0VpvlGoiIiEh7aEv9Vhv4WlVN/O1sjNkQg/ScIlib6COkkysiT9x44Tq6TCHiambeo+bsrSzE3Xp0JlplZ6BZmeijlZMcrevL0epxo9bOnBcEIyIiquvYtH1MmwrZ7IISTP0hFvsuZjx1n8rWrrqbV4TEJ2bPJqTm4GpmPsoqOT9LTyagia3ZE7NnHzVqLYz1a2JIRERERBVoU/1W0/haVV1adiHGbIjBhTs5ld7/zzpaoRBx434Bzj1e4uD8rWzE38lGQXFZhceaGeo+Xn/W4nGTVg4nCyO1vPgZERERSYtN28e0rZBVKESsPHgFX/5x6Zn7mRrI0LaBJRJTc5GRW1TpPhbGeso1Z8ubtG42ptDXle4CDURERETaVr/VJL5WLybnYQl8F/yFokpmxpYzMZDB00mO+DuVn4VmrC+Dh9OjpQ1aPV6LtoEVz0AjIiKiqqlq/Vb5JUhJbenoCPBpYPXc/fKKynDo0l0AgCAADa1N/ndhsMfrz9qbG/LTfyIiIiKqMy7cyXlmwxYA8ovKcPzafQCAga4O3B3N0bq+BVo5yeFZX45GNqZcK5aIiIhqHJu2Gigjt/D5OwF43ac+Rvi6oLm9GUwMeKiJiIiIqG6rah09wtcZozs0RBM7U+jJeBYaERER1T528jSQrVnVLmAwuE19tG1gWcNpiIiIiIg0Q1Xr6AFeTnB35HITREREJB1+bKyB2rlawUFuiKedlCXg0dVv27k+fxkFIiIiIqK6gnU0ERERaQo2bTWQTEfAnP7uAFCh4Cy/Pae/O9faIiIiIiJ6AutoIiIi0hRs2mqo3h4OWDXKG/Zy1VO87OWGWDXKG709HCRKRkRERESkvlhHExERkSbgmrYarLeHA3q42yM6+T4ycgtha/boVC7ODCAiIiIiejrW0URERKTu2LTVcDIdAR3crKWOQURERESkUVhHExERkTrj8ghEREREREREREREaoRNWyIiIiIiIiIiIiI1wqYtERERERERERERkRph05aIiIiIiIiIiIhIjbBpS0RERERERERERKRG2LQlIiIiIiIiIiIiUiO6UgeoaaIoAgBycnIkTkJEREREVVFet5XXcfR0rHWJiIiINEtVa12tb9reu3cPAODs7CxxEiIiIiJ6Ebm5uZDL5VLHUGu5ubkAWOsSERERaZrn1bpa37S1srICAKSkpGh10e/r64uYmBipY9QYbR8fwDFqC20fo7aPD+AYtYG2jw/Q/jGKooi2bdvC0dFR6ihqz9HRETdv3oSZmRkEQZA6jsbJycmBs7Mzbt68CXNzc6nj0BN4bNQXj4364rFRbzw+6qu2j40oisjNzX1urav1TVsdnUfL9srlcq1+U8hkMo5Pw3GM2kHbx6jt4wM4Rm2g7eMD6sYY9fX1lXUcPZ2Ojg7q168vdQyNZ25urvXvKU3FY6O+eGzUF4+NeuPxUV+1eWyqMrGUlbCWCA0NlTpCjdL28QEco7bQ9jFq+/gAjlEbaPv4AI6RiIiIiEjbCaKWX+EhJycHcrkc2dnZ/CSDiIiIiIiU+LeC+uKxUV88NuqLx0a98fioL3U9Nlo/09bAwABz5syBgYGB1FGIiIiIiEiN8G8F9cVjo754bNQXj4164/FRX+p6bLR+pi0RERERERERERGRJtH6mbZ1lSAI2LFjh9QxiKgO4L83RERERERERNWLTVs1FhwcDEEQKnxduXJF6mjVonx8EyZMqHBfaGgoBEFAcHBw7QerAcePH4dMJkPfvn2ljlJt6tLxAx6Nd+DAgVLHqBXaOlZtfB+Wy8zMxMSJE+Hi4gIDAwPY29ujV69eOHr0qNTRqt3NmzcREhICR0dH6Ovro0GDBpgyZQru3btXpccfPHgQgiAgKyurZoO+oPJ/Uz/77DOV7Tt27IAgCBKlql5P1jV6enqws7NDjx49sH79eigUCqnjERERERGpFTZt1Vzv3r2Rmpqq8uXq6ip1rGrj7OyMqKgoPHz4ULmtsLAQmzdvhouLy0s9d0lJycvGqzbr1q3DO++8g8OHD+POnTsv9VxlZWVq88dtTR4/oupWne9DdTNkyBCcPXsWGzZswKVLl7Bz50506dKlyo1MTXHt2jX4+Pjg8uXL2LJlC65cuYLVq1dj37596NChA+7fvy91xJdiaGiIxYsX48GDB1JHqTHldc3169exZ88eBAQEYMqUKejXrx9KS0uljkdEREREpDY0vmmrrTPCypXPmHrySyaT4ZdffoG3tzcMDQ3RqFEjzJs3r8IfO6mpqejTpw+MjIzQqFEj/PTTTxKN4um8vb3h7OyMbdu2Kbdt27YNLi4uaNOmjXLb3r170alTJ1hYWMDa2hr9+vXD1atXlfdfv34dgiBg69at6Ny5MwwNDbFp06ZaHcvT5OXlYevWrZg4cSL69u2LiIgI5X3lM75+/fVXeHp6wtDQEO3bt0d8fLxyn4iICFhYWGDnzp1wd3eHgYEBUlJSJBhJRdV1/Lp27YqwsDCV587MzIS+vj727dtX8wN5QQ0bNsSyZctUtnl5eWHu3LnK24Ig4LvvvsOgQYNgbGyMJk2aYOfOnbUbtBpUZaya4Fnvw/L32JMqm9346aefwtbWFmZmZhg7diymT58OLy+vmg//HFlZWfj777+xePFiBAQEoEGDBmjXrh1mzJiB//u//1PuM3bsWNjY2MDc3Bxdu3ZFXFyc8jnmzp0LLy8vrFmzBs7OzjA2NsawYcOQnZ0t1bAqFRoaCn19ffzxxx/o3LkzXFxc0KdPH/z111+4ffs2PvnkEwBAUVERPvroIzg7O8PAwACNGzfGunXrcP36dQQEBAAALC0t1e6MgO7du8Pe3h6LFi166j4///wzWrZsCQMDAzRs2BBffvml8r6PP/4Yfn5+FR7TunVrzJ8/v0Yyv6jyusbJyQne3t74+OOP8csvv2DPnj3K9+Xzfl4BYNeuXfD19YWhoSHq1auHQYMGSTAa0mSLFi2Cr68vzMzMYGtri4EDByIpKUnqWFSJzz77DIIg4N1335U6CgG4ffs2Ro0aBWtraxgZGaFVq1Y4deqU1LHqvLKyMsyaNQuurq4wMjKCm5sb/vOf/4CXMKp9hw8fRv/+/eHo6FjpMnKiKGL27NlwcHCAkZERunfvjsuXL0sTto551rEpKSnBRx99hFatWsHExASOjo4YPXq05JN9NL5pWxf9/fffGD16NKZMmYKEhASsWbMGERERWLBggcp+s2bNwpAhQxAXF4fAwECMGDECiYmJEqV+upCQEISHhytvr1+/Hm+99ZbKPvn5+Zg6dSpOnTqFffv2QUdHB4MGDaow43T69OmYMmUKEhMT0atXr1rJ/zw//PADmjdvjmbNmmHUqFFYv359hV+eH3zwAb788kvExMTAxsYG/fv3V5kpXFBQgMWLF+O7777DhQsXYGtrW9vDeKrqOH5jx47F5s2bUVRUpHxMZGQknJyc0LVr19oZSA2YN28ehg0bhnPnzuG1115DYGCgxs8E1FRVeR8+y6ZNm7BgwQIsXrwYp0+fhouLC1atWlWDiavO1NQUpqam2LFjh8p76Emvv/46MjIysGfPHpw+fRre3t7o1q2bys/jlStX8MMPP2DXrl3Yu3cvzp49i0mTJtXWMJ7r/v37+P333zFp0iQYGRmp3Gdvb4/AwEBs3boVoihi9OjR2LJlC5YvX47ExESsWbMGpqamcHZ2xs8//wwASEpKQmpqKr766isphlMpmUyGhQsX4uuvv8atW7cq3H/69GkMGzYMI0aMwPnz5zF37lzMmjVL2ewMDAxEdHS0yodiFy5cwLlz5/DGG2/U1jBeWNeuXdG6dWvlB4DP+3n99ddfMWjQILz22ms4e/Ys9u3bh3bt2kk5BNJAhw4dQmhoKE6cOIE///wTJSUl6NmzJ/Lz86WORk+IiYnBmjVr4OnpKXUUAvDgwQP4+/tDT08Pe/bsQUJCAr788ktYWlpKHa3OW7x4MVatWoUVK1YgMTERixcvxpIlS/D1119LHa3Oyc/PR+vWrbFy5cpK71+yZAmWL1+O1atX4+TJkzAxMUGvXr1QWFhYy0nrnmcdm4KCApw5cwazZs3CmTNnsG3bNiQlJSknwUhG1HBBQUHigAEDRFEUxT179oj+/v6iXC4XraysxL59+4pXrlxR7pucnCwCEH/++WexS5cuopGRkejp6SkeO3ZMovTPFhQUJMpkMtHExET5NXToULFbt27iwoULVfbduHGj6ODgoLwNQJwwYYLKPn5+fuLEiRNrJXtVlB+7jIwM0cDAQLx+/bp4/fp10dDQUMzMzBQHDBggBgUFVfrYzMxMEYB4/vx5URT/d2yXLVtWiyOomo4dOypzlZSUiPXq1RMPHDggiqIoHjhwQAQgRkVFKfe/d++eaGRkJG7dulUURVEMDw8XAYixsbG1nv1ZqvP4PXz4ULS0tFSOWRRF0dPTU5w7d25tDKVKnvy3pkGDBuLSpUtV7m/durU4Z84c5W0A4syZM5W38/LyRADinj17aiHty/k3Y92+fXut5fs3nvU+DA8PF+Vyucr+27dvF5/8Fenn5yeGhoaq7OPv7y+2bt26JmNX2U8//SRaWlqKhoaGYseOHcUZM2aIcXFxoiiK4t9//y2am5uLhYWFKo9xc3MT16xZI4qiKM6ZM0eUyWTirVu3lPfv2bNH1NHREVNTU2tvIM9w4sSJZ/6s/fe//xUBiCdPnhQBiH/++Wel+5X/u/vgwYOaC/svPPm+a9++vRgSEiKKourP4htvvCH26NFD5XEffPCB6O7urrzdunVrcf78+crbM2bMEP38/Go4fdU8OcZ/Gj58uNiiRYsq/bx26NBBDAwMrOm4VMdkZGSIAMRDhw5JHYUey83NFZs0aSL++eefYufOncUpU6ZIHanO++ijj8ROnTpJHYMq0bdvX2XtUG7w4MH8fSmxf9auCoVCtLe3Fz///HPltqysLNHAwEDcsmWLBAnrrqr8DRsdHS0CEG/cuFE7oSqhVTNtqzob85NPPsG0adMQGxuLpk2bYuTIkWq7jlpAQABiY2OVX8uXL0dcXBzmz5+vnF1lamqKcePGITU1FQUFBcrHdujQQeW5OnTooJYzbW1sbJSnK4eHh6Nv376oV6+eyj6XL1/GyJEj0ahRI5ibm6Nhw4YAUGGZAB8fn9qKXSVJSUmIjo7GyJEjAQC6uroYPnw41q1bp7Lfk8fKysoKzZo1UzlW+vr6ajvDoDqOn6GhId58802sX78eAHDmzBnEx8er1WnL/8aTx8zExATm5ubIyMiQMFHdVNX34fOe458z+dRpZt+QIUNw584d7Ny5E71798bBgwfh7e2NiIgIxMXFIS8vD9bW1iq/N5KTk1VmZLq4uMDJyUl5u0OHDlAoFGp3urD4nBnS169fh0wmQ+fOnWspUfVbvHgxNmzYUOF3dmJiIvz9/VW2+fv74/LlyygrKwPwaLbt5s2bATx6rbZs2YLAwMDaCf4SRFGEIAhV+nmNjY1Ft27dJE5M2qZ8ORgrKyuJk1C50NBQ9O3bF927d5c6Cj22c+dO+Pj44PXXX4etrS3atGmDtWvXSh2LAHTs2BH79u3DpUuXAABxcXE4cuQI+vTpI3EyelJycjLS0tJU/l2Ty+Xw8/PD8ePHJUxGlcnOzoYgCBWW0qtNupJ95xowZMgQldvr16+HjY0NEhIS4OHhodw+bdo05dXD582bh5YtW+LKlSto3rx5reatChMTEzRu3FhlW15eHubNm4fBgwdX2N/Q0LC2olWrkJAQ5ZqmlU1V79+/Pxo0aIC1a9fC0dERCoUCHh4eKC4uVtnPxMSkVvJW1bp161BaWgpHR0flNlEUYWBggBUrVlT5eYyMjNT66uHVcfzGjh0LLy8v3Lp1C+Hh4ejatSsaNGhQa2N4ETo6OhUaR5Vd+E5PT0/ltiAIanMRuaqq6ljV2fPeh9owRuDRv/89evRAjx49MGvWLIwdOxZz5szBpEmT4ODggIMHD1Z4jJQFyItq3LgxBEFAYmJipeuXJiYmwtLSssLSCZro1VdfRa9evTBjxowX/vBq5MiR+Oijj3DmzBk8fPgQN2/exPDhw2smaDVKTEyEq6sr8vLynvvzqg3HmNSLQqHAu+++C39/f5W/GUg6UVFROHPmDGJiYqSOQk+4du0aVq1ahalTp+Ljjz9GTEwMJk+eDH19fQQFBUkdr06bPn06cnJy0Lx5c8hkMpSVlWHBggUa8cFtXZKWlgYAsLOzU9luZ2envI/UQ2FhIT766COMHDkS5ubmkuXQqqbt5cuXMXv2bJw8eRJ3795VNkdSUlJUCrAnZ785ODgAADIyMtSyaVsZb29vJCUlVWjm/tOJEycwevRoldtPXhxKnfTu3RvFxcUQBKHCWrT37t1DUlIS1q5di1deeQUAcOTIESlivpDS0lJ8//33+PLLL9GzZ0+V+wYOHIgtW7Yof+ZOnDgBFxcXAI/Wirp06RJatGhR65n/reo4fq1atYKPjw/Wrl2LzZs3v1BTu7bZ2NggNTVVeTsnJwfJyckSJqo5mj7WqrwPGzRogNzcXOTn5ys/+ImNjVXZt1mzZoiJiVH5N1Xd/5B0d3fHjh074O3tjbS0NOjq6ipnuVcmJSUFd+7cUTa3T5w4AR0dHTRr1qyWEj+btbU1evTogW+++QbvvfeeSuMuLS0NmzZtwujRo9GqVSsoFAocOnSo0tlZ+vr6AKCcmaquPvvsM3h5eam8/i1atMDRo0dV9jt69CiaNm0KmUwGAKhfvz46d+6MTZs24eHDh+jRo4darYNemf379+P8+fN47733UL9+/ef+vHp6emLfvn0V1k8n+rdCQ0MRHx+vEfVlXXDz5k1MmTIFf/75p8ZOSNFWCoUCPj4+WLhwIQCgTZs2iI+Px+rVq9m0ldgPP/yATZs2YfPmzWjZsiViY2Px7rvvwtHRkceG6AWVlJRg2LBhEEVR8uuYaFXTtqqzMZ+c/VY+e1GTZr/Nnj0b/fr1g4uLC4YOHQodHR3ExcUhPj4en376qXK/H3/8ET4+PujUqRM2bdqE6OjoFzoduDbJZDLlaaDlf3iWs7S0hLW1Nb799ls4ODggJSUF06dPlyLmC9m9ezcePHiAMWPGQC6Xq9w3ZMgQrFu3Dp9//jkAYP78+bC2toadnR0++eQT1KtXDwMHDpQg9b9TXcdv7NixCAsLg4mJiVpfCbxr166IiIhA//79YWFhgdmzZ1cYt7bQ9LFW5X34+++/w9jYGB9//DEmT56MkydPKi/sVO6dd97BuHHj4OPjg44dO2Lr1q04d+4cGjVqVIujqdy9e/fw+uuvIyQkBJ6enjAzM8OpU6ewZMkSDBgwAN27d0eHDh0wcOBALFmyBE2bNsWdO3eUF3MqX1bG0NAQQUFB+OKLL5CTk4PJkydj2LBhsLe3l3iE/7NixQp07NgRvXr1wqeffgpXV1dcuHABH3zwAZycnLBgwQJYWVkhKCgIISEhWL58OVq3bo0bN24gIyMDw4YNQ4MGDSAIAnbv3o3XXnsNRkZGMDU1lXpoFbRq1QqBgYFYvny5ctv7778PX19f/Oc//8Hw4cNx/PhxrFixAt98843KYwMDAzFnzhwUFxdj6dKltR39mYqKipCWloaysjKkp6dj7969WLRoEfr164fRo0dDR0fnuT+vc+bMQbdu3eDm5oYRI0agtLQUv/32Gz766COph0caKCwsDLt378bhw4dRv359qeMQHl10MSMjA97e3sptZWVlOHz4MFasWIGioiKNqkW0iYODA9zd3VW2tWjRQnmRT5LOBx98gOnTp2PEiBEAHtURN27cwKJFi9i0VSPldXV6erpyAmH5bS8vL4lS0ZPKG7Y3btzA/v37JZ1lCwBas6Zt+Wy+mTNnolu3bmjRogUePHggdawa0atXL+zevRt//PEHfH190b59eyxdurTCqeTz5s1DVFQUPD098f3332PLli0VfsmqE3Nz80rfEDo6OoiKisLp06fh4eGB9957T9nsVGfr1q1D9+7dKzSKgEfNolOnTuHcuXMAHs2omjJlCtq2bYu0tDTs2rVLORtMU1TH8Rs5ciR0dXUxcuRItZtZoVAooKv76HOuGTNmoHPnzujXrx/69u2LgQMHws3NTeKE1UebxlqV9+GtW7cQGRmJ3377Da1atcKWLVswd+5clX0DAwMxY8YMTJs2Dd7e3khOTkZwcLBa/JyamprCz88PS5cuxauvvgoPDw/MmjUL48aNw4oVKyAIAn777Te8+uqreOutt9C0aVOMGDECN27cUDk1q3Hjxhg8eDBee+019OzZE56enhWagVJr0qQJTp06hUaNGmHYsGFwc3PD+PHjERAQgOPHjyvXoly1ahWGDh2KSZMmoXnz5hg3bpzyivBOTk6YN28epk+fDjs7O+XSLupo/vz5Kh8qe3t744cffkBUVBQ8PDwwe/ZszJ8/v8ISCkOHDsW9e/dQUFCgdh8A7t27Fw4ODmjYsCF69+6NAwcOYPny5fjll18gk8mq9PPapUsX/Pjjj9i5cye8vLzQtWtXREdHSzwy0jSiKCIsLAzbt2/H/v374erqKnUkeqxbt244f/68ynU9fHx8EBgYiNjYWDZsJeTv719hrftLly6p7ZJmdUlBQQF0dFTbOzKZTKMmp9UFrq6usLe3x759+5TbcnJycPLkyQrXJKLaV96wvXz5Mv766y9YW1tLHQmC+Lwreqi54OBgZGVlYdu2bbC1tUWfPn0wZ84c5Wy+mJgYbN++HQMHDsT169fh6uqKs2fPKj/FyMrKgqWlJQ4cOIAuXbpIOhaqew4ePIiAgAA8ePBAo9aWrCnXr1+Hm5sbYmJiVGZXqIPevXujcePGar1sQ3WpS2N9GT169IC9vT02btwodZSXNnfuXOzYsaPCshBERNpq0qRJ2Lx5M3755ReVZUjkcjnXTVZDXbp0gZeXF5YtWyZ1lDotJiYGHTt2xLx58zBs2DBER0dj3Lhx+Pbbb7l2qsSCg4Px119/Yc2aNWjZsiXOnj2L8ePHIyQkBIsXL5Y6Xp2Sl5eHK1euAHi0hMh///tfBAQEwMrKCi4uLli8eDE+++wzbNiwAa6urpg1axbOnTuHhIQEtZgQos2edWwcHBwwdOhQnDlzBrt371aZ3GJlZSXZpDqNXx6hfEZY+Wy+yZMnw8PDA82aNcPy5cvZiCXSACUlJbh37x5mzpyJ9u3bq1XD9sGDBzh69CgOHjyICRMmSB2nRtWlsb6ogoICrF69Gr169YJMJsOWLVvw119/4c8//5Q6GhER/Qvla9T982+F8PDwF74AIFFd4evri+3bt2PGjBmYP38+XF1dsWzZMjZs1cDXX3+NWbNmYdKkScjIyICjoyPefvttzJ49W+podc6pU6cQEBCgvD116lQAQFBQECIiIvDhhx8iPz8f48ePR1ZWFjp16oS9e/eyYVsLnnVs5s6di507dwJAhaUqpJzkqfEzbTkjjDQZZ9o+Uv46NG3aFD/99BNatWoldSSlQYMGISYmBkFBQfj000+V62Bro7o01hf18OFD9O/fH2fPnkVhYSGaNWuGmTNnYvDgwVJHqxacaUtERERERKReNLZpWz4jbOjQoYiKilK7NduIiIiIiIiIiIiI/g2NXR4hJCQEMTExeP/99zFgwACp4xARERERERERERFVC42daUtERERERERERESkjXSkDkBERERERERERERE/8OmLREREREREREREZEa0Yim7aJFi+Dr6wszMzPY2tpi4MCBSEpKUtmnsLAQoaGhsLa2hqmpKYYMGYL09HTl/XFxcRg5ciScnZ1hZGSEFi1a4KuvvlJ5jiNHjsDf3x/W1tYwMjJC8+bNsXTp0loZIxERERERERERERGgIRciO3ToEEJDQ+Hr64vS0lJ8/PHH6NmzJxISEmBiYgIAeO+99/Drr7/ixx9/hFwuR1hYGAYPHoyjR48CAE6fPg1bW1tERkbC2dkZx44dw/jx4yGTyRAWFgYAMDExQVhYGDw9PWFiYoIjR47g7bffhomJCcaPHy/Z+ImIiIiIiIiIiKju0MgLkWVmZsLW1haHDh3Cq6++iuzsbNjY2GDz5s0YOnQoAODixYto0aIFjh8/jvbt21f6PKGhoUhMTMT+/fuf+r0GDx4MExMTbNy4sUbGQkRERERERERERPQkjVge4Z+ys7MBAFZWVgAezaItKSlB9+7dlfs0b94cLi4uOH78+DOfp/w5KnP27FkcO3YMnTt3rqbkRERERERERFSTBEHAjh07pI5BRPRSNK5pq1Ao8O6778Lf3x8eHh4AgLS0NOjr68PCwkJlXzs7O6SlpVX6PMeOHcPWrVsrXfagfv36MDAwgI+PD0JDQzF27NhqHwcRERERERGRNgkODoYgCJgwYUKF+0JDQyEIAoKDg6vt+82dOxdeXl7V9nxEROpE45q2oaGhiI+PR1RU1L9+jvj4eAwYMABz5sxBz549K9z/999/49SpU1i9ejWWLVuGLVu2vExkIiIiIiIiojrB2dkZUVFRePjwoXJbYWEhNm/eDBcXFwmTERFpFo1q2oaFhWH37t04cOAA6tevr9xub2+P4uJiZGVlqeyfnp4Oe3t7lW0JCQno1q0bxo8fj5kzZ1b6fVxdXdGqVSuMGzcO7733HubOnVvdQyEiIiIiIiLSOt7e3nB2dsa2bduU27Zt2wYXFxe0adNGua2oqAiTJ0+Gra0tDA0N0alTJ8TExCjvP3jwIARBwL59++Dj4wNjY2N07NgRSUlJAICIiAjMmzcPcXFxEAQBgiAgIiJC+fi7d+9i0KBBMDY2RpMmTbBz586aHzwRUTXSiKatKIoICwvD9u3bsX//fri6uqrc37ZtW+jp6WHfvn3KbUlJSUhJSUGHDh2U2y5cuICAgAAEBQVhwYIFVfreCoUCRUVF1TMQIiIiIiIiIi0XEhKC8PBw5e3169fjrbfeUtnnww8/xM8//4wNGzbgzJkzaNy4MXr16oX79++r7PfJJ5/gyy+/xKlTp6Crq4uQkBAAwPDhw/H++++jZcuWSE1NRWpqKoYPH6583Lx58zBs2DCcO3cOr732GgIDAys8NxGROtOIpm1oaCgiIyOxefNmmJmZIS0tDWlpacrTLeRyOcaMGYOpU6fiwIEDOH36NN566y106NAB7du3B/BoSYSAgAD07NkTU6dOVT5HZmam8vusXLkSu3btwuXLl3H58mWsW7cOX3zxBUaNGiXJuImIiIiIiIg0zahRo3DkyBHcuHEDN27cwNGjR1X+rs7Pz8eqVavw+eefo0+fPnB3d8fatWthZGSEdevWqTzXggUL0LlzZ7i7u2P69Ok4duwYCgsLYWRkBFNTU+jq6sLe3h729vYwMjJSPi44OBgjR45E48aNsXDhQuTl5SE6OrrWXgMiopelK3WAqli1ahUAoEuXLirbw8PDlYuYL126FDo6OhgyZAiKiorQq1cvfPPNN8p9f/rpJ2RmZiIyMhKRkZHK7Q0aNMD169cBPJpVO2PGDCQnJ0NXVxdubm5YvHgx3n777RodHxEREREREZG2sLGxQd++fREREQFRFNG3b1/Uq1dPef/Vq1dRUlICf39/5TY9PT20a9cOiYmJKs/l6emp/H8HBwcAQEZGxnPXx33ycSYmJjA3N0dGRsZLjYuIqDZpRNNWFMXn7mNoaIiVK1di5cqVld4/d+7c565N+8477+Cdd975NxGJiIiIiIiI6LGQkBCEhYUBwFP/Tq8KPT095f8LggDg0YSrF3lc+WOr8jgiInWhEcsjEBEREREREZHm6N27N4qLi1FSUoJevXqp3Ofm5gZ9fX0cPXpUua2kpAQxMTFwd3ev8vfQ19dHWVlZtWUmIlInGjHTloiIiIiIiIg0h0wmUy51IJPJVO4zMTHBxIkT8cEHH8DKygouLi5YsmQJCgoKMGbMmCp/j4YNGyI5ORmxsbGoX78+zMzMYGBgUK3jICKSCpu2RERERERERFTtzM3Nn3rfZ599BoVCgTfffBO5ubnw8fHB77//DktLyyo//5AhQ7Bt2zYEBAQgKytL5bo3RESaThCrsmAsEREREREREREREdUKrmlLREREREREREREpEbYtCUiIiIiIiIiIiJSI2zaEhEREREREREREakRNm2JiIiIiIiIiIiI1AibtkREaujgwYMQBAFZWVlSRyEiIiIiIiKiWiaIoihKHYKIqK7r0qULvLy8sGzZMgBAcXEx7t+/Dzs7OwiCIG04IiIiIiIiIqpVulIHICKiivT19WFvby91DCIiIiIiIiKSAJdHICKSWHBwMA4dOoSvvvoKgiBAEARERESoLI8QEREBCwsL7N69G82aNYOxsTGGDh2KgoICbNiwAQ0bNoSlpSUmT56MsrIy5XMXFRVh2rRpcHJygomJCfz8/HDw4EFpBkpEREREREREVcKZtkREEvvqq69w6dIleHh4YP78+QCACxcuVNivoKAAy5cvR1RUFHJzczF48GAMGjQIFhYW+O2333Dt2jUMGTIE/v7+GD58OAAgLCwMCQkJiIqKgqOjI7Zv347evXvj/PnzaNKkSa2Ok4iIiIiIiIiqhk1bIiKJyeVy6Ovrw9jYWLkkwsWLFyvsV1JSglWrVsHNzQ0AMHToUGzcuBHp6ekwNTWFu7s7AgICcODAAQwfPhwpKSkIDw9HSkoKHB0dAQDTpk3D3r17ER4ejoULF9beIImIiIiIiIioyti0JSLSEMbGxsqGLQDY2dmhYcOGMDU1VdmWkZEBADh//jzKysrQtGlTlecpKiqCtbV17YQmIiIiIiIiohfGpi0RkYbQ09NTuS0IQqXbFAoFACAvLw8ymQynT5+GTCZT2e/JRi8RERERERERqRc2bYmI1IC+vr7KBcSqQ5s2bVBWVoaMjAy88sor1frcRERERERERFRzdKQOQEREQMOGDXHy5Elcv34dd+/eVc6WfRlNmzZFYGAgRo8ejW3btiE5ORnR0dFYtGgRfv3112pITUREREREREQ1gU1bIiI1MG3aNMhkMri7u8PGxgYpKSnV8rzh4eEYPXo03n//fTRr1gwDBw5ETEwMXFxcquX5iYiIiIiIiKj6CaIoilKHICIiIiIiIiIiIqJHONOWiIiIiIiIiIiISI2waUtERERERERERESkRti0JSIiIiIiIiIiIlIjbNoSERERERERERERqRE2bYmIiIiIiIiIiIjUCJu2RERERERERERERGqETVsiIiIiIiIiIiIiNcKmLREREREREREREZEaYdOWiIiIiIiIiIiISI2waUtERERERERERESkRti0JSIiIiIiIiIiIlIjbNoSERERERERERERqZH/B9bsRaDvxMOXAAAAAElFTkSuQmCC\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "bay_area_temp = temp_c.sel(x=-122.5, y=37.5, method='nearest').to_pandas()\n", | |
| "monthly_climatology = temp_c.groupby('time.month').mean().sel(x=-122.5, y=37.5, method='nearest').to_pandas()\n", | |
| "\n", | |
| "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", | |
| "bay_area_temp.plot(ax=axes[0], marker='o')\n", | |
| "axes[0].set_title('Bay Area monthly temperature in 2023 (C)')\n", | |
| "axes[0].set_ylabel('Temperature (C)')\n", | |
| "monthly_climatology.plot(ax=axes[1], marker='o')\n", | |
| "axes[1].set_title('Monthly climatology from the subset')\n", | |
| "axes[1].set_ylabel('Temperature (C)')\n", | |
| "axes[1].set_xlabel('Month')\n", | |
| "plt.tight_layout()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "b408e8ac", | |
| "metadata": { | |
| "id": "b408e8ac" | |
| }, | |
| "source": [ | |
| "## 9. Suggested follow-up experiments\n", | |
| "\n", | |
| "If you want to push the notebook further, try these variations:\n", | |
| "- change the AOI and compare `grid_shape` versus `grid_scale`\n", | |
| "- replace Sentinel-2 NDVI with your own computed band math\n", | |
| "- open a different raw ImageCollection and match its source grid\n", | |
| "- add Dask-backed xarray operations after opening a larger subset\n", | |
| "- compare the standard and high-volume endpoints for your own workload" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "language_info": { | |
| "name": "python" | |
| }, | |
| "colab": { | |
| "provenance": [], | |
| "include_colab_link": true | |
| }, | |
| "kernelspec": { | |
| "name": "python3", | |
| "display_name": "Python 3" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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