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@murez
Created March 4, 2021 12:57
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Wav2Lip_quick_trial_for_cartoon.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "Wav2Lip_quick_trial_for_cartoon.ipynb",
"provenance": [],
"collapsed_sections": [],
"toc_visible": true,
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/murez/0e7c419f04afadb2ad2c4637210632d2/wav2lip_quick_trial_for_cartoon.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "vSQFs_G8caeE"
},
"source": [
"# Collab preliminaries"
]
},
{
"cell_type": "code",
"metadata": {
"id": "XIVB0Xn1g6ih",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "146e4ec8-aac2-4aa4-aa4a-cca1be7d88f7"
},
"source": [
"!nvcc --version"
],
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"text": [
"nvcc: NVIDIA (R) Cuda compiler driver\n",
"Copyright (c) 2005-2020 NVIDIA Corporation\n",
"Built on Wed_Jul_22_19:09:09_PDT_2020\n",
"Cuda compilation tools, release 11.0, V11.0.221\n",
"Build cuda_11.0_bu.TC445_37.28845127_0\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "qciH4PsUazL_",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "6125a4a3-dc0f-4745-d11c-3be7d6418169"
},
"source": [
"from google.colab import drive\n",
"drive.mount('/content/gdrive')"
],
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"text": [
"Mounted at /content/gdrive\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "yJ5taGmPcWV-"
},
"source": [
"# Get the code and models"
]
},
{
"cell_type": "code",
"metadata": {
"id": "P3LihClHbUd3",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "c281fe3a-32ec-444a-c9d5-dcd5cd04e5fa"
},
"source": [
"!git clone https://github.com/murez/wav2Lip.git"
],
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"text": [
"Cloning into 'wav2Lip'...\n",
"remote: Enumerating objects: 6, done.\u001b[K\n",
"remote: Counting objects: 100% (6/6), done.\u001b[K\n",
"remote: Compressing objects: 100% (6/6), done.\u001b[K\n",
"remote: Total 332 (delta 2), reused 0 (delta 0), pack-reused 326\u001b[K\n",
"Receiving objects: 100% (332/332), 509.30 KiB | 1.61 MiB/s, done.\n",
"Resolving deltas: 100% (179/179), done.\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "y-19nzx8SamJ",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "281a9bb4-d427-43d1-a339-bc6794878d0f"
},
"source": [
"!ls"
],
"execution_count": 4,
"outputs": [
{
"output_type": "stream",
"text": [
"gdrive\tsample_data wav2Lip\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "YjzMPy_Sb0AI"
},
"source": [
"!cp \"/content/gdrive/MyDrive/Wav2Lip/wav2lip_gan.pth\" /content/wav2Lip/checkpoints/"
],
"execution_count": 5,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "aWTaOS3ncFt6"
},
"source": [
"# Get the pre-requisites"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "4sVP2bfCxCTz"
},
"source": [
"Install insightface and mxnet-cu101 for cartoon face detector."
]
},
{
"cell_type": "code",
"metadata": {
"id": "KE-U8-Y0vpkD",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "65ae75c8-2a3c-4b2d-932c-07eb00cad76c"
},
"source": [
"pip install mxnet-cu101 insightface"
],
"execution_count": 6,
"outputs": [
{
"output_type": "stream",
"text": [
"Collecting mxnet-cu101\n",
"\u001b[?25l Downloading https://files.pythonhosted.org/packages/4c/68/a86477af4c1861fdde2602baa97311fc402f6a94d1da0586a2cf48b3c3fc/mxnet_cu101-1.7.0.post1-py2.py3-none-manylinux2014_x86_64.whl (846.4MB)\n",
"\u001b[K |███████████████████████████████▌| 834.1MB 1.4MB/s eta 0:00:09tcmalloc: large alloc 1147494400 bytes == 0x561046b08000 @ 0x7fbe3090a615 0x56100d53206c 0x56100d611eba 0x56100d534e8d 0x56100d62699d 0x56100d5a8fe9 0x56100d5a3b0e 0x56100d53677a 0x56100d5a8e50 0x56100d5a3b0e 0x56100d53677a 0x56100d5a586a 0x56100d6277c6 0x56100d5a4ee2 0x56100d6277c6 0x56100d5a4ee2 0x56100d6277c6 0x56100d5a4ee2 0x56100d6277c6 0x56100d5a4ee2 0x56100d53669a 0x56100d5a4c9e 0x56100d5a3e0d 0x56100d53677a 0x56100d5a4a45 0x56100d53669a 0x56100d5a4a45 0x56100d5a3b0e 0x56100d53677a 0x56100d5a586a 0x56100d5a3b0e\n",
"\u001b[K |████████████████████████████████| 846.4MB 21kB/s \n",
"\u001b[?25hCollecting insightface\n",
" Downloading https://files.pythonhosted.org/packages/c6/8e/ccbd6b0a119ce29944d9afc3e3a5f2762900796877fd2a5eac0b102a3cec/insightface-0.1.5.tar.gz\n",
"Collecting graphviz<0.9.0,>=0.8.1\n",
" Downloading https://files.pythonhosted.org/packages/53/39/4ab213673844e0c004bed8a0781a0721a3f6bb23eb8854ee75c236428892/graphviz-0.8.4-py2.py3-none-any.whl\n",
"Requirement already satisfied: requests<3,>=2.20.0 in /usr/local/lib/python3.7/dist-packages (from mxnet-cu101) (2.23.0)\n",
"Requirement already satisfied: numpy<2.0.0,>1.16.0 in /usr/local/lib/python3.7/dist-packages (from mxnet-cu101) (1.19.5)\n",
"Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from insightface) (4.41.1)\n",
"Requirement already satisfied: matplotlib in /usr/local/lib/python3.7/dist-packages (from insightface) (3.2.2)\n",
"Requirement already satisfied: Pillow in /usr/local/lib/python3.7/dist-packages (from insightface) (7.0.0)\n",
"Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from insightface) (1.4.1)\n",
"Requirement already satisfied: opencv-python in /usr/local/lib/python3.7/dist-packages (from insightface) (4.1.2.30)\n",
"Requirement already satisfied: scikit-learn in /usr/local/lib/python3.7/dist-packages (from insightface) (0.22.2.post1)\n",
"Requirement already satisfied: scikit-image in /usr/local/lib/python3.7/dist-packages (from insightface) (0.16.2)\n",
"Requirement already satisfied: easydict in /usr/local/lib/python3.7/dist-packages (from insightface) (1.9)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.20.0->mxnet-cu101) (3.0.4)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.20.0->mxnet-cu101) (2020.12.5)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.20.0->mxnet-cu101) (2.10)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.20.0->mxnet-cu101) (1.24.3)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->insightface) (0.10.0)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->insightface) (1.3.1)\n",
"Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->insightface) (2.8.1)\n",
"Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->insightface) (2.4.7)\n",
"Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->insightface) (1.0.1)\n",
"Requirement already satisfied: networkx>=2.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->insightface) (2.5)\n",
"Requirement already satisfied: imageio>=2.3.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->insightface) (2.4.1)\n",
"Requirement already satisfied: PyWavelets>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->insightface) (1.1.1)\n",
"Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from cycler>=0.10->matplotlib->insightface) (1.15.0)\n",
"Requirement already satisfied: decorator>=4.3.0 in /usr/local/lib/python3.7/dist-packages (from networkx>=2.0->scikit-image->insightface) (4.4.2)\n",
"Building wheels for collected packages: insightface\n",
" Building wheel for insightface (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for insightface: filename=insightface-0.1.5-cp37-none-any.whl size=16766 sha256=e778df9afe8e53b00cc97736c9b1ce02a11a12ffd41e64c4eea28461657d5118\n",
" Stored in directory: /root/.cache/pip/wheels/11/b8/83/2bac12a833d66d58aa9705f5e7d94d2e9055f16f4698af0df7\n",
"Successfully built insightface\n",
"Installing collected packages: graphviz, mxnet-cu101, insightface\n",
" Found existing installation: graphviz 0.10.1\n",
" Uninstalling graphviz-0.10.1:\n",
" Successfully uninstalled graphviz-0.10.1\n",
"Successfully installed graphviz-0.8.4 insightface-0.1.5 mxnet-cu101-1.7.0.post1\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "eiqAxk2Qz5-f"
},
"source": [
"Following is a test for insightface.\r\n",
"If it is corect then a face of Nezha will be bounded by a blue box."
]
},
{
"cell_type": "code",
"metadata": {
"id": "AGHAx48zw_IR",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 564
},
"outputId": "eb7d17dd-c3f8-43e9-86d6-c29e43230bdb"
},
"source": [
"import insightface\r\n",
"import urllib\r\n",
"import urllib.request\r\n",
"import cv2\r\n",
"import numpy as np\r\n",
"from google.colab.patches import cv2_imshow\r\n",
"\r\n",
"def url_to_image(url):\r\n",
" resp = urllib.request.urlopen(url)\r\n",
" image = np.asarray(bytearray(resp.read()), dtype=\"uint8\")\r\n",
" image = cv2.imdecode(image, cv2.IMREAD_COLOR)\r\n",
" return image\r\n",
"\r\n",
"url = 'https://img.rejushe.com/data/ueditor/php/upload/image/20190820/1566266670743178.png'\r\n",
"img = url_to_image(url)\r\n",
"model = insightface.model_zoo.get_model('retinaface_r50_v1')\r\n",
"model.prepare(ctx_id = -1, nms=0.4)\r\n",
"bbox, landmark = model.detect(img, threshold=0.5, scale=1.0)\r\n",
"bbox = np.array(bbox).astype(np.int)[:,:-1]\r\n",
"for box in bbox:\r\n",
" l,t,r,b = box\r\n",
" cv2.rectangle(img, (l, t), (r, b), (255, 0, 0))\r\n",
"print(bbox)\r\n",
"cv2_imshow(img)\r\n",
"\r\n"
],
"execution_count": 7,
"outputs": [
{
"output_type": "stream",
"text": [
"Model file is not found. Downloading.\n",
"Downloading /root/.insightface/models/retinaface_r50_v1.zip from http://insightface.ai/files/models/retinaface_r50_v1.zip...\n"
],
"name": "stdout"
},
{
"output_type": "stream",
"text": [
"100%|██████████| 107062/107062 [00:09<00:00, 11534.40KB/s]\n"
],
"name": "stderr"
},
{
"output_type": "stream",
"text": [
"[32, 16, 8] {'32': {'SCALES': (32, 16), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '16': {'SCALES': (8, 4), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '8': {'SCALES': (2, 1), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}}\n",
"use_landmarks True\n",
"[[183 103 405 346]]\n"
],
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"image/png": 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KMN5jygOwUxP4hOEOmI+KbzQeAHdLM0aHp4+Bd8hj8KorgijnHULmbssPkMDu0B3Q6Nu6+JQJuQ1qFrzdR1iPiM0UCN32gyz7ING1ipg5Yan7W30aA/i+b7HPzvuw++sEgPQUbwGAsf8RJ4uIADTckfhKXDqcmBZ31/D510hE3DYnDBEZti1D2I0lgjg4dP50V+v7FQTWtXM2BTej5KgCzbwWA8OUVVUdOSdAUnBmZs5krl0DOKkbNGNmcAJ96M0xO3psUZ/TpiJfxdk9a4nnicMTP0fV0T9jT/Hhjjzx80lfPXROGCgumj8VqNO48PQZnDCmGQkaVUQEJqDu4dRGrhgrHtpTZOGJ654VywPVCNBTD8aR8hPeBy0jlHGSJ9Q/9wBHMkfcPUvgCdATriPNhlqBY7DiNM8B3kBKHCVSxXe727FxMIR8UEMDA+46TMmAzv2xVjr45Gin+W0+ag9EIG4xlD3itIFE2INNx7AkD/SM1R0AmMunCPye1jsx66e4ihSNIgqBOocXPwvKDcE4URmfzHnkk8h1J0mLQJ42fqIQxhfjHs95+k8w+L7S+pQtwxD7DkP3XY4L+hFN6uw0IDxhBp743M1wp2uHHcBpO+BlIfp/YN1Al8cOM5wpfsDesyyM6T+rudO/J1xtQQRgRCJ0RNS9E6LutikDEpLhprQSJkQ3d3MxM9RGyNiKliK3m4vqlJGYp4wwK6KoOyea3DEBAiV2Qg4xQNWHsRyzC2A/aqzAE7efuO7EirC7KXED75krznwF8CkVThx1kouzACICWFgMPd5CpBONxoifquXRc7QTY/19ElsMqv4E/Ggc7dMzk4yPhbzB2E9/M0WHyIPXORY0J0L2DJzvMSgcmLK/2Fct24/78PD9d3dj4Brn8YwFfzJskXuicjmJ6EDrs9aLHPzMGefOP3NjceNRMlMfTsR+ijJOO6AXAcDA+7kH3E/7n2KSh92aT9jxE4Q8E+VARwwk+ewVQAD9fM8jTnljSn8sEL8nySeBf1ajn5Ibjjx9EvVBjsHAsdsRr3+85Ue06E7fo2J90rBbs724lAHwWHmF0DQhIhDCE8uN3gZfnSZ14kk8onGfoPSIf5xyaHPI7D+tCz/VJpHuzyQ7fX8g7WA7EfHhFW37B4bbMhLIEEyBCRGAEBXNzc2N3Sd30QpmZEIV2nKX+339uLVScbpO10vyl1JqE1NH5NTylFKiOWd6IWQfGyf2OP9wEtv9yQHPQ+0+s/SQsoMgPO0vPPP2+DMi3He/NiJ5vHKSyhOGA9HPmidQ8+wURkY6EXSQ+1OJjp3HJ5927ruLM/y/53dPrNI/J68ufU/OhyRHaxk3yk6ideoEnU51BGLP7g6hJEMUcsThL/Rw+QEpo9mAarBFFLbx8FMOG59PF4zPbaKoj+/PIro/ob5zGH+1EK2KSMDdcdsSSZGIyEHdHX0PYjzBc9rIGbwIn/HTp2pug8oPUdZPVdUIzWEoKIcUcGWHtwZIcbUOfuj8U+Y5cfAAoO87PnuREYcYdoa3gzjYDcFDfh6n8fYZbYZq5Gq7u2+bdQCgeoDtiL3dmOHj84CNDox0ihXDkYefCTTamJl/pteGjEDQTR7t1pEf/GAqzikJkQqnfmL/8CQg/fRiF2TEsdZHc0cgIAB3cHJ07GrKyuYQmpo2cOnbgzMoIjhoXcrbb9/qsuoqIjZbqqvc35cqpoDAyQGZOV3my8v1xT3PM9AWoncF4E+OJw+MRVZ5bvD8Yvw+nvjRBYQ9+z8uOE764ZnVOwwj2h/hiQQ6EesZkv2tw1onTvnETnFSGIt7HSuEnZAQe+sgnQ7bniYSwcDdZJwFZOvfASDFvRwM5vqZJLifw4DA5Z9OGMPJKXgi57NERToxx0IDjJ9VqPyUdZ755vQ54Xd0OODpbz3vH45XTkxwQs72ivlIjT9M9vsU3ZZMsI3u2wlncO+FdQ6mFB0I0L0XresC/Sic9aku+/Tj7mAOvm2ew2femX9WAvWEIgq7WXFShz3JIwJj4zjWY45Pui86Adu4RKetZsZt334bxdzBP7PgMPocsvdQHzuodkTIUF4jwxg/48CecLHNuacPH8Nucaax2/7bAY2x27NH3znkoHoeiQm9//0/eKibB26fDCrgcd0fJ/6sy+IUdizp/nU/FWDuXs0UEwF6zoLmrgLWRFd0Q1RATwjSbF3l/e3+099+a00ZCJxu9+W+LgZAKeXpAky1CiDmS768XH8obb5e05SnaZqmiRKbq/d17X4CwZ9UeZzUgPz056cyfqDL8d2YAQRBamJxMngqwoJPbscJz0/K+hOF2f9/anaC83va4PnXk1561tWDc6Kq9KNRf9aoJ0I8IECAUfXAn8xXHPXUZvR7Avfxb5zSMYPIH1YR8ZgNslNlSMsBvyfBGH8+xy77n/aUjYZhH/UkUb3/ceAcwrnO4YHSE5M9owuxO98PRNuWFPvkGoxxFRAfuzvmgr2eB8GexbDtKPWtacANsLg2hSepOLGXP5mliM/+hACJyODAhQ82GPVpNs2y4/9IoPHlkBaFB6TBE98jIncru9HcAc/tT7pjLA33rA0m3AoOHIjSbQDCWLJ0jPauezolHrdStydbfubWZfcfELa9PXya7zYjP0gE4rYJtHHp7oi4OwTHNiqjw4T36AoigUv39GmnL5EDQpPOAIc1OgDAcG+ftAMcFcrzczjYJ98rpAwgcU/b3ZwkAAPcK8AKOZqbIDpaQ5QpcUo0c5WqtSy6FJPKBEbg7lXs/W359vv94629vy+AqZ+DXu5aa03TREmpFkestaaU4FbSt/XjbXl5eeGU5uv0wx//8Pr1C+SNjggKiOMkeFRZY7KDOlGfDHKcdN14a6Q1416L+tRP5OpDvPf45dTy0w/utg2O/Bx/PYE9gD81g8BjJ60V2z9pxRi5HZte2IsBReQM8RmdPGN7/BT9Reh7PzGZ8oSgg8ZExGOlozjAOAuJ2HOMIb543DzvjHJGaFepTYGREbeQ/WhwWiQ+r8/ws8RHDEIeN04ih41pjtBiz8XoDfRpoKGnoqJ5wNnvfgDowcN99AOBOR4pII4bgPSIGYHuliBue5o+IInAR1bAEDKNdDwoyiPL+n7sBo77nCc+2xvboFc87xVfHOfSiQhp8zP6uZOT2O8TP68zdnR9El2MCB8/xG0YDBC7O+/WajihQyq4p7R/x/f6BNV4yBSMsPUHUd6IiPhRaC7Owo/CNThwDNd3EB/2CBj30ODg8xF4Hp0/ONMeBzT2IQCCPA4M91NHcDxV+qALHbTzp4wB2AvvOYATMqIjATMSASf4+oWu1+l+v7sUKW/rx4eJT9NkhE1rXezf/vW3n396l8qiMM/cSEXk1jDnC83XWuu6LH3B98KMTuvarGm7NyDI14s7cp7mlBC3uHeHpMMZ9VLUBlFYfOecOE1/qijRzU9n+N5tT7M8rRrhO1oYjhSHo9TQXoUk7o6Mfk6c+fBWw2n3yLHwJLn02YUO8SEerQjiuSbkeGvoq4i9qFVO0ho3C/qXlFIzBYA0ipqMFmNFcqKEu9daeybPGCbS9YFxch+Hs4DRwbVX+oxzOaR0j6EpLDaY2Z36HS9u2M+Hgu0bP0zj/pseaDED9+5396OZ7gHOLmMnRukfCidnNyZTHTPtrGlBPk+Ujt3qnj4HAAa0yz32oAzuziQhIjACaDjFRgzuG3W72o5cOMpvRIQPbWvgW76rG+2Lq8ElEO7dOfH9oMLOy49c4SgPtJdVHbIR/Z3IEnhU5Wa2+8jAzH2FYv7J1h3AOSgUu+oqtd+s4eASK+/uEa8YMduA329MMdcozINXDRw2xG5a4CSo/W6O/Zj2A8IodSE2qADQq166mZqpPRRHZBX3wyFuAHAA3XXZrg1xgERM6GTaRkaOuyOmaSL3LVGIkYhcVR0VyBF5rNL6Xuxp7kMo4vmwaIQAwHqG++6l2DjemMjNydSaEBHTXMw4p2yN3VIuPN1SArfMwPX+m99ubz+93d9auysRGaMJqszvb+3bN1nuqdaE6DTLcluulz/kDLXW2/0+TdN8ubrRWuX3NwMpjpASTZNzgqkpcyLgr/Knl9d5es3u2sSAjLZDV4zo3KvNggFhEUXETDyYJEpBpNFJXw+8xQ2LgZP4igdvY+DcPzOBkamGnA4e7gcwTrIQwe7Phxk47Qqf+h8Po9mAoH6jbjTz4UBHQ9A3/Abz7KU1GcKa43tBOdxPl6rqI/iGR/MTERRx9yxCEPT48B3cHeOEQcKFZw+cj5jJGDHKc/x+HndbWmx9baIS4O/v9nmOQMuJAz7VksMl7F7FWAB1AlPABgQ/eny2TskAfNvD7ggA7x5znE7nIvCtNPXOVT4wf1LoAbePY4ZwZOIxHQuulj8dD/Tw68nhdXdC2vaEzLfCcWoAoL2fI3P/HcaAYJ8o7Zf12R6rOxLW3TmcL4nUMQ9B1J2Cz0GJE8fCnqI2rLvpwy0Y/Y/Gf+dzQt0pqDL6ie4agIE/Yl++K6aDAHx/iIDVBx56CgYEgtIjD2h/d3QAjvhJVhHuqhOeKvGcohoPfnhEHR6duDuqEKC5iykBJlJGYweAlSdNaUFaVbVVB51N2/232/JR1nvT4khaxThf7mv75ZdvZVV3VHUzufg18cWNl+Xeo21EU1v1vt6XeytNpSgzEiMRzBf+8uXFlN4/1utv3/74px//8d/95esfvs5zVlUDRXIiU1UzQADm5ADk+ulZtyhQT6J6Ni12zJQZuuXEh3GUk9oZr8Au71FFDEU0eoi9hc4Pa/QjEx4M5Pd4b3Q+NHZ0OhHZXeLQvu+xDRlU1V7z91kVjDnGue+/GpzMT4R7xEngKfgYpSXO/Hk1E+UTnnQWBvsBwWaOyR7eDaM7Pjr8VIP0HuLrETsH7fadkmXjZ0D0cPfEAD5yT3z3gIHP9m+3V/rrJ+YOqWj+Hes7giEnWhyE57PAzol8/Xnky+gTRQr6bja8G6cjPNteUfesQ9X9TqYNlT1rrucp7A+fDcAA9eSdPej1FIiLWPLgcCFinPMg36f8/CmWnol7cpBPjB11EwAg7AdQw7bfYaafraHhM1YZSCCica3iY0UL8Ki5HryK+OIYsXsbsf94c8EzMHgMaMeetVagRIk5TWYmUokwMzLWlGriolZNtdVV76sU+Pj19vG+1LsxM08MAEXbz798e/t2q0XK6svSK9Owit7eP9a6KoA7wdLWRT5uaylNxKQyZZpmzhNCRbiLWJlWf7+3+72uS/3LX//0+sOXyzVRcgQoUjIzAg+fMqXkoB6Ob5+E6NPPMyoiv500XuQKD9FO+A6nPdMag+qIL3pYNMeHo82nnpmHnL3nz+jhtIaL/Uevaz/XvK1j4uLvhJbTMmgMNLpKYfK9i02KjkU7Hp8TDcaQ0cXu3Z2tiz8+EPk4XHcW+vdQQ5ORzM1x11yPWim79Q9E3YbbU5kf/DSU2hgoGryInQHe8w7KiRXgyLLPWmb89AmLH5m9R9oicuCJWb/HQIiPcgrom3IfLBWBeZaE8TxynvtB0VNPSTB3OjNTTC2Lc7TPMmQe8D+JeRSkKMxhpwgsICyOhdGGAdBeOA4C0Wn//B1V60Evf6oj4KhfPm3gw3VyADiHEx84/8xteua00ec2asid6UoBAiyDeYijg9zRoj1TbhyDtWNuzonVB4ZP8+oNetRFVKEBcOLEqA28gQpTJS91XVp1VdcG9+Xebr68lft7Lau8vF4wMRPdl/Lt94+yWqtwv9WP2/rjjz+W1W8f8va+mNd5ugrSclvvS1mLiqi7A+VEKU/T9WUiIlVfFhcBv9X7Td7f1t9+/fjLX//4x7/++OXrPM9ME/mDFtAvHUDyccDjRMpTXOskwqc/8Vi1NtLuhL3x/bE3eZTBcaV61CERvBOcEZijbTiP+EzK75F1TBmfqoHEKe8N+qbveUvipE/ivPonKrF0mmHUgCcyDI4fa/84mVggcic34Gdb9zg02r61ddKqY1zYdoNwFNs6UAi2vNKutnfiGMDjrs9DsQEfAbEHQsc0T+Y28lC8TH7si8CTJvKjBxT16TMrjw8x7Mr4sHIfBNtw0ivSH1bbh3VMT/mKPDrwHPsxcNh2MzA2jsb43HN3k+Gx/zSmY7Go3ZPaOuHhNPGTmPVpR2O5ibfLVtAVEQl6gFJNmRnQEIEYEMHMwR0R3M4rP9wzzWBPjYPv6JcO/ckw7ObkwZYHom8Vmp3IR8xzW336RrEDuR8FuY/m4ejAbUOEQ4U9BOq4SW8XKzx6neN6pwhk+Nc3Fujl8raTRWNpiAMxj1kfZPMxfQBAIGI2JAdQbclbJmVXrb8DailtuffKiXL/WOtN2s2Xe1X10lSgTFf+eF9a03WxWuC+SK0VmN7f7rePVlYB9JyoLXpfSi261iZm0zR9+Zrmeb5cJkxsCqJalypt7TUAU8afr99+/unjz3/5/b//93/+x3/3l5c/TiratOWcmbEf5+K9mF4Ugci9z88HgU52GoOf98ztY98UQ6k0/CyBK474PasTNcN4Mii+e8wCR97u2ro7KkPchiWIii5+LIR8AjDs2332j4LUXarMbD+Otu31IuJe86J7tA907dwEowzfMDap1+3oOne0Hph9CF7g++FMRdVzagZPonvCrx+31AYVHwbsMxUW2SWONdaDp3/xKQd//DT2fkaJ1ZRSXLRGCE9BjBMkG+qeskoerOmDCudsHDjqfQAY+z3PSjyi4rlBRCP2aFgICLg7hhAl77toJ/KN+R7gh76t8cmCbGf6h9kb2UefCnx8a3wfLeNRnshgp5VrmLP1vAZidAc1Gan/p6HjXKLiOAXcYUs4BnjSEYCPm0DHxv5Osk5aADyQZkAykBmVwqfIGWLowaLHX58x6U/nfPdmm1Mb9o0eQ4828dw0PhTu9n5vJg4pMYC7VtA6J51JrC63+28pJSlYlqrqALB8rOUu7Z7vq4qpME9OivV2W+rqrfr9JusixAQAt49yX0QFeE5LkbLqWqo6NNWU0suX15dXZiIndIVS6v1WS2ldSM3EQadpenuvv/7y7f39ttzlf/hf/t3LyyXn1FHYk1qH4/sptiNjPH85fYbj/xz1gsCxz9R8fvKsYyPpv0frT7+P1yNskesGqw+G9GNht6cpPOJyiIjIYz1wahxNGoa7jkZAaxva3d1HRVI/DvbJlDAYbT/WHvWgu6NIR30xvkQEnaJMiIj9Emr3IQO4B0+28lD9QzTkyffUnNH/QKUHSDYShuGiPJ8KfqP3IyNA+2GPOJHt7q+n5W0E4Jnz4qdzFH62eH9GO/iZzBGek3YbPcQGW+dP4ER233y0oJXiWLH/KB6nrsbDYZ7jwA9on3p+Fh4/LjviiBiCe6dxHx3uOD3BGceNvkVsY3sBUDgS9DRZ9xj06NiGngbdl6lxk/Iwqc+M36lBBHXMF/CQo7Ubg52ZA56Hk/45JxzxCUdOGM7REb0HZmNmc3GtM/uUPVuT5f3tt5+WVq5TlmatVDEHz2+/68e3tZQqIsCI2dKU377dbh/19r7WymVVAHp5eamt3O/31hgAQNKtrmWtYq7uacrX18vlmk2t1SrWTKk0qbV2YPI8mSV3zykzpbXKv/3tTRo0l3/6p3/3hz9/oeQOSkju2JoyH1j6WXwi0U9EjPzvx22/GEKIAfxBx9MQUUN+Svf43I+Wqf8//ulHGza+mxmcbl/cPzHzKI4+bovubXeGPwPQ/XnEw54TfuYhfaoM05jYp8wXexylxX3Pw+mKePQ70G2hnlLk+JMAn9C6iZlLWLsREeG4tXP36fqguOcmwn6SJgI8dFAkuT0SZPc6N3vJ9D61nnBBRLCV5LdhaYbTZGaHQ07HDx4NcPzp8By3Oggndjmpg+2tz9bap3FPg3469MD48FBoL6hqZn2VmXKO58BGD9FbfJ74s/CMMB0ca15tvPEdCCMS9mjnecpjglE+gxhrf0VsS6PflIJtTgyEDaFndGEgyqcCM/jH3T0GhHtKSMeuG8BWT/Zgho/YOLD9MXjwjFURYeYeaMDdEdzZeKfIA7ZD59voQTSCUfmuJzFkcAf+wQbuLloZ8TLzj1e28v7x7efy/tvy9tu9vVp2dV+lmoPr/PYb/PZLu5X75XJ5+XIFzIDp7e3b/Vbvt1JrUoU8TV++vPz69tu6rsyvzLzUdr8tBuiG6j4z8pSKFDRUsfsqtSpxvlwuKZGa3JYPRGxFzGzOc850v/v9fr8vv6+3+z/9T//4D//dH+drVjVAY86Ij2z7ZzYYDyNRTkVLI1vGfvCYgdZbPm9YnJj/e8okthk8EyOi8ePuqi22HPzGnJ9Z7hmAEScM0QsHoH254jnPZnJiUaLkrtH0+m6Vc86B6x4Q94zWFBz5oaPBHYgOx4VihoO793uA/o60eNho+QTF4wixIXTrieCu4kZORPtKVsF1q3w1rEUHBndx5bB+GnMb3zeQfOvUwpmpvtzpf3YjNEQLABzBwVNOI3N33AmKx2KOQ5cN47RZzX36W+PReT+MQqRg0Iu7IAO4A6psCKR+kdSYBfi4oHPLQNsJMYSh05GZaynz5SIiQNhaY2bfbdjIgO8W1Mx0vxESeZtFL3Vq+30eiKiqVVqih8Xtuq9Loz5uaz0shX1cjEQUr9WhvQZrLxzX0UJ7mtyIjaiqgzp4bcbMvEeRH1z8Gct15LkRAHDfLVMARMbkDOKipu6OhkSA5H1h6+6gG3qIEjABk5XGTEiOvN2BloiYuVQjcAdjZgdSRwbvV2uraiYmdCR29yYCaT906qjgsKHOzBQMuZ/MBDBrANsNSb5l6iMi4J6Vhs6c+0ECTIwAAGjgI43NiJB70TMncAdEIwcA20IUvaR9DxnE1fZjBwKPnvtDjRojNgBrpo7kbtwDA0g51wmLtOpa70tZl/Rx/2JSi90MfLnVH7/+4WMppd7vtRhmR0iTE7a6+v2jJb4iqbrkV5wuvBiUlj/W9y9ftLYqq1TX6qQGCWGe51YWROQpu5E3Y9GcgNxud7sXa1IYIDHPOU0JHcA0Lwv/9tZe/vXbNU1o/tf/8a9VSmZPbrRP3c4K/cFL/uT3+HHfd7C07ffOjMopeNwHGsp9aNGBbTzuG2H0b54So04Ktqsas8MlODFGhVtVSd02xRH6yKNxWJwBEQ8wwvEjBIgXf4hqg0fgygFAta+usHPWtmrYVCLAo/QUDIu47f2Mae63GOEOcYsKZYB78uaebc8DR+7+tBCzoW7cTeFxO063fzvJdj3yCCBEORmj42cZGs9OxCBeJPkwHr1Bv+jsxGpxHdDbHy+6ftj5yC4nPESABycdAduqN0Y1fdDptOVydLqOy0DHOgwA+rqtteYA/ShxNKun/Qx376vYE7q6YfAdJ5vmdGc8nByKdnoE9OKkYF8snkhwombcgXicIN55ljABAqAc8LYTonsPA+cHTwitZ1cchkbuBmlLUQDsJ34RL4QIBD20a2bcL/LhGdnc1c3cuF+45G7oQITuCOZIhg7uJqr9ai1Ct33VlZjBgaYMZu7ITu6uogiQeWrJnRISuSt611loTuAKzmNxbC6IhEy9Mqpv9+YgQSImA0rY6ThWVBsSUs/sou3hUJrMn0gH7H4YHEUAEQ16KTkEJ8JEGUEau01Td5NFpK4ft4+32/2tSHVroo6OoOqt2v223j7WUhqlGTnt3hICgEhD8pTo8uWa8rQULaUQkYqbgTioeIOWeL5eZkKUZmlipnyvS6ktMTnCUkupBsaXPKXEOaUp7bs74OjeKvz++33OP3uy6x9eL1+uzJkMEIOaCop+SOuJn4dejiiKmvCEz8jk8WHUBvHL9zKNTzBAUDtDp0UIn7/DZ8L4oO93yntGVRZ/ip53hP+EipN2/awrh1jx+sR2/pSK83cw4sFow77Sh93Zj6Bss0Xsl4HCQ2X0N3q1AowbP7C7GIiPw+dxhgMdJ+V+mtogWGSIZ/saLxKGY7wuPjzh5PRTHP17DUaf7u6uRGkk7A1Qn3vQJkPhRmL3xt3kqOo0TWaHCjcRBt+DljEMtc0ID7EyD0YXj5Hu/soJmRGTD2kJ8xjcNQAbHQ7yDVRjSN84qQY8phIN3G7woIEfxJ56FAEFCMB4438nx4ZIAAZuSIqISIzotVYCY3RCZFbE/aoaRwJwF0RyYCYAV4AKMCE4IRuqu/dlBwPWZomnlEhVTZ3Qu7HrsozmBLBFRgncDIHVFIC4r0chmamDppQATbUfTiYFNQd3TZtnQCeqIQ5UI8CDaiOY9sxgzz+ZWT9qDMCuyMQJQawfM1TXAtBU5P6x3D7W97cl0+wAKmoA6tQE7ovcVynFJ0QENqfuaaUpN23zdYLkX768cJreb7+IyHx5UXU1b6YGDoCJ+TKlHZhZq4iYExrRvbbWClG6TJfpMtNeXs/MHIEoEXOrbVnab78v6fL++rdvf6aEMwBTIiIih83jjawScRK16kmOojJ5Xjx9qjmjvzh6Ow0UJeX0JD6MVmf8G+1o/BOfrOkzACcF/r25eEhWOlq7g1X24BQ+49Pde2H4FINFHj6h38N3D8vPqN2GVTyNebIN49fTzP1hErezOrgL0BgL8LCl1P+NlWVPGDwh0YO5ekZH7yfG5Yf1PXV4Iu2JonQMBsaxBgLjW2E12etlndfaBtthz42NsGeTuyMgE24hFwd9VG2II54sZcQVhlX/AI/2O+px3xgb8DzLAxHB0TYP/jmBcSLcs/obsd8I6likx676l7ieO9LIR1cdRncHQIfmsNerQQHYiroyKQCY9ilQ4oxG7o6spoTARELcetU6puy2gDpAY0xI2REI3FFEqjkAcc4MAGiODimlentzviDOKRHRIyNmIkIQUkTTrcY5kiOJAxEiJOaEyKBg/QI3qYhbboGhEYC7qSri9ORjGoCjM/hW7BWPwaWA+aMMPnEsAOyBfkIjNAQwdMvsXm+13dmbiaz3Whdbb5Vfrk0acup3/Ny13G+lFhXx1JeRZkBMyDwxFJ2uGZLkObl7a83dL9fL+/vN3cXNCaeUmbHfkMqcwHFZmxgAclUppRDDnOeUUisVab8infu6z0CEiVVAFUrR92/3H/7wNYHTnLcKXn9HPx4170mQ45eTEhjojRbr1MMJyc/C9WwGYsshZXGF0EPWp/vbcPfVTttRIzB+4pxRRv3vwDl2jk9IiCbwGYGnT3+eLBS/iW8+2y4PnxNwESOj6w2C45+PafBeo/3wGTkk6UQMBx05yo85AI/zRoMSn5r0E9juh1QNCOps2KEezopI9GB6R/AnosLC+a9B+DF6tNAnSpyQs3nxFKYfzGT/EgtZAgCQGygyqBkQqhuY9xugB2bGvtcJ6QfMBOfuQRXrBSwdcCNoP+TSc63GpCKWnnlgGKfx0wg4dLMxBPYwa/yciCfZPjoH7r7la+AwOU7mBmAI6OOIAhpJAgBw6fUDUAwRQQ1xIb8mzCgV4INSdWeXS+K7uaAp88y57bcyWmYycCDhKQGiiREAev3h1dTujHW6vJjjvawGPk0TqaMTsLkKuAIhU0ZO78sKjkQTQnXlzY8nMuN9ks4A6Oiu9Nmqcfva9wv3pPPA7T7YODpYkTm7P9rR1t0RAnRENxFtKAXIW7vV9e4ida3vb+X+0e6LTJM3ATd3BDdYl/W+ChADgkLnWE7ThIg5Z+RKiRORk4uoufQNSABIOYOpVclEiVhVBT1NF3GQZqJaVaoKAMxpJuRW63Y/PTozTzSltG15mtnaNN1x+ki3bx9t/cOUQdSRthLZJ0EYnDy+nNgsymNUDs+dwNPn9PpJU8U+o4t/UnonrRIZAJ5U8Wgcxfw0yhG2cXzz4K+EL309jQC4b5105/jQz/jY8ZjtwK2O4Ju7qzbERzlxgE9c6dH1yZOK8OFeaGDgYnTycMOHLt6QM9SN+qMnAzgt9A71GxARgRFR9203PI572iGMeBnkiQrxmWmG7++7eRsm6rTWhsA9kbEGE0OQ8Ii6M2y4eR/u3neWTwDHnocPEvtERHdhDtkmdpCi8fow25FNAcDAmagrnceg/LhDLfbzTP2IkwcMx+XOCJRFJXhyx4gBkczMg4f+98X+8PF9Ufhok9DB4zlkFHLVdUmJUvJEoiC9jj6gJyoZv2Sfl+UXh7fLhUSz1IUTaq1Obc5IySqoq4BbmmdEVDeASkhpQnBqrb3MLmIGQuCIOKUGiJwdp349EZo2F3FQB0agL9ekqqrFzBHThbMZuiLhFzByJAByJARHIEJ2kl7LOzCJYS9Bu7M047ar6GaUHw7v0AWDdicNNYgFholdRFzWDM3V+okbbbbe23Kzj3tbF7vnOk2TqgGxmd1v91pr5yYkUDBgnC/ZgTiXfJlVxpl5yznPMyJ6ntOULwtokUYEKVM26zs1TUzcmkiTRog5z4iptbZ5/QD94nrqYcLOpW5uVku738r7t/vt2+3lZe7M2IUtqoVP1cX3FEhkcjgWzXvmzNj+U1XzjPk4yjMMUfxHrGI4GSc9E788R8tPimVv/Hg98kbMT4mfqIietfEzMP2T+v0AiLhX8ukC+8l6BY6q54SjbW5HJ3fj74A43H3hrXO0rkq3Jns4YKjjPiQhbOVFAo56bO7TYNqYvIeNgYG1E8OdUHYKLZ6INyY1UhWeOeOZKhh2OD7dPQqKQPtfZhIjogOG7qTuaYdIBGbbRQZnTiK0nsW4p5nFK+P2nZEezzR81ASgkYTm7urm7rTjLSLnFH2Oq0/c43jblPExkVOz49z3ZS6i+8H7GRg4bfU9czw47Vw2XjREBF96RQQAIjByJ6wKhfz3zFOewVkQFVDd1Vz+/PrF5XcTkPYrUcv5ZZ7QrygNq1W1hpASg7mYi6rU1gBARIhomibOiXMC9FZXAACHel8VkIiQwcuap8ueHiHmVWvVpq76hz/+OzVtragqAxNOpigCfbMHcCZgg+Sb3JCadaXbb9szs57Zo7iRGxFxF+chXNGzsT3L0Y/eTEevODAguBCRW0WoOYFJWdeqTVv15S61eFm1NLuvzXEqrVEyRPy435dSAC/OMM+cJ8yZKZGKOeF0mT/eVzNnT+aeUrpeszSc5wyg7p5znlLOhImSqxm4mDYVcyWExGnLU3AlAjNIKTEzJUZOYN5PH09zZsyUyIzut/r+7f7Xf/hTStNpW7R/mCiW6/07Qh01zHj4vNMetfDznyfufVbW8a3T8/hnf73PqO/pfg/a0xM8HkSNA7mPhZGPlYBvniRGKY4i+enQQ/Zjm66REnRPMyim/jntZEbLeep0oJKCsojto6odDu+e8bgZ7W2l7IK4qcbYyaeaKI51IkZfuPTkrviimXXF7cdqm93TH1m/vtv5eLR2QH5CAoZ1Om05jgfwvvf9YIbjmhqs7yRHFh+gfuoojc7NzBA2DNv5wpKouCl9L4BLD2wwm3yyon/+PAvDgL+rPzzyxrN8cuqocHcYKXCqmnL2p2xXOLLlAVE7ZXZQRzj3A7ebXYkRiARxQVineZ1mTdeEbMTu7q1pXSs7qq2Z4evLjPjCNi+1OK5TviCp1yZpTc6ZSZxMDZlbK1JLSknRRDnD7EhNCgChgYmquLsTA+dU3m8pJZ4yJWQ0Jlc3Vf94+3WaObGBrSqGmBjnlLNNqkZmVSzXSq1aT5+l6YrAzJA4DxZCcoeE7FvArkcVjlqmf0b6xh5FPKtOQk6MKoZuatWlTgTl9i61iVgper/VdW2liDmaeyn1vi55nqZp6ow0zTzbfH2Z5xlz3s4OikhfuNSihKmLakrZ3cjoY7mXUubLdb5kECMEw35Xqovqo7iRg7ubAhGllIjIwKVWEWEkIkgplbWmlACSNGyrLPeqaqbA6RxXj3x1EquHbB6ztH3P2ISnLK9TlDugfbz7eN4rG0dmPoERPx2MsGf8oNqzmPT+/05h2e8Zj4gWP1gmHBgYCvA03yiYcSKx/RZ8Q+C+4x3tDQB09Y1Pxu3TrtOezukhrOzu/awcfIZH1b5O3gpY9RkmTNJPbbhDZy8zCbWJNgD61ZG43YmiagDOzEgPJRstRyRJX6d3SxNxPTqPSIyUGM1iLcvYwMw6xuKtqZE2A2PbYhnRzQhQRPupDndHIjdDAqS8aVJ3QNimhgYGANSaG0BKyQzUlJETZXd3bwnAtSdeAVFiRlUVUyIiZgDruQtjDwvRER3QABgM7ZEx1bPjDLEXkgrpD0cG8H1No6qufaawT/RR5ApxqyJr4BgKSWxfIv5xi9ASUb/+FdCY2Q3VLKXJzMATggGK4VYFhJwQyKEBNCZn7D04UUOvKfWbwQDBRBqjEpuZMgiwAbqpk5E1q6WkedJSS6mZcF0WpES0LrUQ5/Q1l9JEzauY3UTEDe/3+zxfUmJtZlq8iTqiAeZkTQhYqmkTaUVVelyorOtEF6LE1wwXTFNKBu+/v93v6+vXr6+vX4HY3Jb6IfL7ZbpOX15SyugIYgz8kszEXLQUI8pQZsDXlH5wvKgnpMmpimEDQ7QEytRTepCITMENgLDbZqLUA73u2m/sRuzLRyIiRnRz8CRaGJ0SmMm9trKqqteiS5XbWu9LyTnXWnVCg+46CGAGvlK6fPla5itPrxmn1NSKGiBpNRNIUzbAJjBdX5qiQzPBt/uSOf3hh9frlGsprXqerm8f721ZivYzfGhgUpd+pMndm4o1izLbTwtwgkTYUnK9IF3++b/9jMn/5//w7//41x8vl4s7NG0pIxGZuAsZyUnRAQAid5bf72iWkzPahYX2s6W2F8Y8afPTn75FCMxMu/mM2jUqvVMgJJocCF6+h5qcQwXBk1ka8zr4iEfj4aAA20ogAj/MGAaXNNqV+PB5yqdRHpdtj+A7BuPmx1XCmPzBYH5SJgsiBuHp48GdP0McamQ5eN/ajqbVzL6/PNo3MMIee7QrEU2xhwjkqcHJMg3knHbtBn88L2bhifnii6JbdgAAiCruvSUXREQnpO7i9c1/MFNiQnQ0c3VEZDdE1HLvJgpp92gMEKTUXgCNiUi1uDtTF5ttG6TfwQf95BUAuEZax3+3dWo8T3qMNY8v5j3T+cBz+69nvtxkY9+8GKGEDRxnAERwBO4ZYmDuakRioEzIyGb9Pu2+QWhIlslSNodK0FISJhFrCZAApFbX1dkBCFFVG0Nu3ly0GdRazX26po/3e1vL19cvplTuCwAAIV/mdV1ba0RUa12X6qJmXmtd3+8//PADIcoiYg0Q0QCnZLoiZF1VqtbazITZAGC9LxU0YYI748WvX65iUJba7vLzx2/f8u316+s0pWWppRR76btKkHJOKVsTFSF1dKdbcSDia7pU5FKdGyIC65ppuma+OtJ2OMldVNgInBAZTJGcCcx15PTgwelWMxSvmwBgmzKAQrvXt9+/gbCILUv7uK+3RZoAJ27qWpsbGpshUE52F5E6X/jy+pInNOdSrTVvzWtzNXi5vgIgwHa6C5FKaeD08vX1y5eXy5SIAUFEpYqJwbjlGtRgl7txYesQcOo2CpEAiBICleb6sRSBKRm7idZ/+Id/mF5mROyMllIyPS/0R38n/RZVxPj32eUdD4fSGBDu/TgAwn5WL/461DLsJwpOGnwoJQ+rEwrpJEPoTiCd1F3sLf6KwMSP3vpalijFxuMzVAEcVeh3Ox/Bt+e+nm3GUOsROwD9Mhcfx31PxIOgtSPZxr8nS7BZrKPrETvZh4Ax1sGifBaQ/RTdY9/7NMT33vK49nriv/4Zy6nh8scOB6OcEDt2LEV1JLOpKjGgQ6//ODQ+InJCZjTEZmLNHAzUAAy1IqIzpJQIyfvNzECEqOqGBJ7AnWnzFqHXjeiBPjTaI29xvhHmZ8jj9MefwU07F5bfmxgA9pQ53FwNN3cG6nY7VuPuidfu3t/qC7UthZozmm9l86WZe0JyM04rk+RsOalDdS+MkgjUhftR07pYrZRIFcSUjDyZG7cm2mxdV2J+efmiRe+3dUqzK7Qi7s4pGwomQkUCakVcjSiBOSq3eylUgUlKczMkknqjhJQNXNoiWr01BQDI7uTlbtDuU5odwdhklUueyMmbr/fyVu7vvyw//vhDyqgrvN0/LpKZ+XKZ6OLgJuvdRXMiqlpqc7qZ3HnKnihnxMRaLiavTq/IL5wmYHIEYCIkcNpCcWaIWzH5vRzkidvV3YnBrYEVJDGVUsr9VhNfa7XbUpe73G91rcoZXI3MU2IDAqQ8TUDqCHxJaWJOJP3eWWVzVjMHcptqXWuxLWPYqRZNab5cput15gRXmBDx21tpKgZIm0e6VX3Yinfoo0rykLj+XZqBG05Iao5EFT6+1f8mv5hJpumv//4vaeKm1d0xEXxHNZ+Y/KQlcI9uDZVC+2GguD+Ku5mMm8rje7yMOML/PQ8egkKPFmgsoT7Vn89W4WR+HorLR2WTYfZ4XCv33PnzZvCn/YcvwfxECxGXGnEJ2fGbcx6qgR724GF+8XiQ8GRjnvEL8Eg3OMEdu4W4hGToG2OjLh4AAD6OQ+JnBWgHPP7ZXkJEVrReJ2M2SNtrGZ0+GCqXxPXQc7dxLO9OewCpUx36JjJsbGom7qalid9FxLSBGri6O7oTG4A5OSgxzD1XDR3n6VJKMwWjTDgxJWIWMXcnQMf9FDoOX+xkgQiglzvaLtHBo4f1vUyYT/F5mjvsfgQhIiWCx16dbwpSgUOIABwJEB68biYIjiTkFVFzhul6y+xTcmIRaWBCBibe2mJG3kRXIXdwdEWRZnUhzuoIiiLWVs2XBJpMrCxlzUtCYgdRV60VYJozGDRpskpfVbL7UizzVKsBmCsCEDSRovkyZ0RXaWurq0kDRHQDYgTn+21tDCkldbGmdtHL5eIGjElb+fbxoRX+8McvBFmtvf/WXl7Zxdq6XqZkjetahYFguou4aGq3lChPNE0JE76g32+3ohNPX+nlR55mTxNvSYab6gNE3PIT2LRhD8L233Z/Th0J+gX3tUmRpZSlSXFLWlZpzUWs1larvLygO2JOgAzImBgTAEO65DwndUGaVFHFwZNjqrKurZksTeq63q7XKxD30z9MeZ7nfMmMRpwMCT4qIiL1QssI4Kd4Q1+LR4Hta2VGEhEgT4QE7MCt+k3LL+nbDz/88oc//zjP2ZAUTM2mzKIPXRR6iwbgcHPoEHY/+pdRyUTmH39F0cC9ivGwKENzxj2e+MqzAYhDn1TNp19G45PM9id7FZJHdJ2Ienb0qTHiJ6VnIjAnne+71MPpttOjdfpkwr5b7Ng4/hlf9D0OY8On+ixwueE6vEV4uHNlrK8tHlECBUAiBvet5BE8TFRH1rM1PgEZdwvH8taDFxOJOrBxMJxP/HFaX+8r1kMgOAJjIeAZDZUKI6KToxtSLwBnta1Y13VZSlnRgdFxT5HPM291Wwzc1u4YppScWkLwlBFYrbqgG2wHdjYNAVvKOyo40676sbMOADg5KJLDllh1uD+qp9Xh8A9skwTOBE+fs9wenjxJdQ+bcHoECPudJQCI3NqaMoEroV2v7riir/OF89wQnKypNjRBJASU5ro0d/Bq2hSdXNUR3BAdRbWJu4I0F7GcUarebzdpTasAoZm1UtXthaiWRsAibg1UVXxl5o+3j5QSsaY0AYBUWcvdTK8CzC+gps1klVoNHFtjRE35urS3db3N+QKIYq5Sm5loM0dOyavclw9iu1zmaU4fywpAOauD3onneTaf7h8rJW7KrkbiYOuU+WX2lGm6rFwbyQ1sBV4Z/+ByaZjy5VXNwROljAzuLuY99zSqrU4sZjQH79uxAK225bbePsr91jiDiFgTciAHl239kWZ2Q0wEPQ0dcb5OQFZVyJKBNzU3EfVlWT/e7xNls9pE5tk4cW0rEoACJ8w5A1YTMtBSijsSQI+DOUC/MLvnLHRuj5Fh6/eEAQCju2shdasqpjk5p5xuH+3XX97uH7f5JSNjomlomMiHAxl9nwx2ZwkCuobG2H0m95FYhUE0NjNDI+XKzLrugmMl06ijYhGWqGljitOzxo8a6dkyRfhP1nF83y9KeAj7HkU8WaztL5Et+fukM0dKCzypU+jmJ87Ww3rlGeiDTg+DD817mjYMN2p3Ws5QPz15mKjN4QX4jCFi4wjnKTx4gmfMP9qSZ1KdzOSYPgbzc5pstM0e1linEF8kQ/8Qc6wj13PzUkpgPX9BAHotVq3rvaz39e3b/eOjlCUxppQmpmmaUko3sZQSJzexugig55zneSahlCZiQzDE1NNBHNBxpp7WgIzY91cOXsWBHMDdIHFXU2qReBjvgyDE/V6y534gisr+qHsbupXd3EuSAPRzXQR5PxdgPeO2n+hJdJ84IWtOOs9mfgNY55kREcW0NWkrknNK4KCt6v0OmERMigAA9r14RMbUmrRqKqZVDQmcahWt6uImjmgmKn292ZSLTDxpVRHTpqbAbLePxZFeX1/VlRFFrFVvTWu7myIzau+huRklMyM3b5xTM1mbEDA7mbaqwskFHKjHc7S0amBVkpsuH+9+ndz9Q9uPP/7her2Wj+ZL7QtWbSJac03idMG5vS3AhGYiv5Eu2VqavxLMiywIidKV6AKY1M0NxG1Ou9pyiqWtErGpuDZtUpe6rqUUua9ygR7B2zSUuwIYEk3TJM04cz+Igww8JfE7CLOYGbTWTLFWKGtbV1EoSOoA7ui+11pWHbLTqpe1rmshSpwSuEu3E+4GGF3SuO26KZy+twqAYFoMCmhi9svECVcrRXouopvjVsu40V4ZOnLs897PaBOTyqKGsnAWJ6oUdzfrIYTDlXcD+Kjohib5noGJLZ+lLOr9+NbByftOwvceJDxvl/QqGE/medudihA+t4kwb+YHosZ/oPtgHsdPj13351eAqR+k860OvfddZHroZQhY+3TOp09E08k76D/1PaeTAX9ODfhE9wWsfYqaE3VjV8/BtIirT0d8hvzx3ExG0keHHxEQpb231rbCoGYmta6Lqqp2s0etyrIsasbMzHm6TjnzNOe8HdeRVlorNU3c46XMPL+8ErFpl5MfwQRhAsqEANhX1rhXxt0mGOD/JJF0ICpaYt6yCD5fj+/2DMYC1/bywIjooODk7j3nAgFIKmklcsdG3hIagiL6dSqEkNmJzWQFL8TqjdBQqlozcHV2MGurldv99ut7SlNTE9Oc54wE5u5yL1Clb8qQlEZpAqBSmjRYb+2aKjOLGEAi5NIUbqska02X+ypVASDnbGYiJpM5NmBE9ITkkGuxn5a315d5SlvV89bUDA1NBZhZ2MqiaJYa2+QoPr1cpYmJqxuYqbi06l4oYc/IZ0Y3a2vp2JZaHbofDe5UzWFp5kzeOGdGNPHSPkBtfi00XVoxTq80vYpeIc2UEnJiT91hByAkBCRzBXckB6smBbS1si63eynFDESktsTMYmAKTBkT95AbICIDM3LmlKlv5bm5NOwRc2muAmXVWqBVAxRE4ESmqMURsmnpC5FWRbSVtZZVwfA6XxLyUsvmr/QSvUEtjMjHQaVSYiRw7QVmq7Z3QAD445eXWmRZFuY/I5OqTjm7qx4PPMCm9B6K65RmffoMbclHTRI91Phv3Ps59dO/RL33rJSi/Yi65SRxUVRP2ulTZYj7TTo95D4gIaJSWvTLTyPCUSvCZxo+DppOGYTDCA8vPi5pNzPQDwzvhr2/rvvi6wSEhxUJHNV0BP2xawejFO1jh8D9sM0I+7be43qeY9jt5DKcbMMzkSJznLA5noyUm5hZHhsPiwjhgNSpBNOnAHRHb1yndL/f13Wtb78sy1JrRUR0UqlozsyGoA45TZ6SrmAmgGwO7V6nzKoKc0qZwKlV1dq4keRsLikRsebLTAzEjCZm6kAG6M4A5A4qlhM8fxARHfuVH4hIuJV6g337DYIF2iYL7kffZchAfPKgDoG7QY8y9kcKTmj67lZpQvAVuDApQWWCy8wiNTOj27K+mRlfJzOv5XetCMKIiIkWs/VWPt5uXkDMqpooICExSSvrupqiGjgxuNcqqH6/3225L7fy8XG/TteccW01zxOlGQDKUn0CxCRV7/d7Z7Zpmpb7XVoTrT6l5KjN3BGV39/viTC/ZAQXkVIEABT0OhllKqWUqmys2M+zNMOproLmbq6qIkaUEk+3tzVPjCbTzNM0r0sta5uuF8BsqqrAlIlJWru9L/VWX/74yg0zJ0KytnyUX0p9n7+8XK9/SLkBlVJF6j1dXlK+OgqnubvvuzQhgIFhKTdUSaCuWtvaWjNjNVtKmyZsYs3UCdM0U56QDxV7u99jZo4gDd2UGExBxFqRWps0ShndjYzNqNYGQLXWJqqqy7Ks61pKa6uZQkJy06AimYgItwMPAGBuh5W39+APcSJwJ0BM5O6lNne/Mr+9ffzt55//+//pH1/mVxUnIpE2YmYQrBoiAnyiJeCzIBjs7vJz+753vitJdz+Uyh0RPAwfOK7q+sPTfkfUP/7kF8bnJ0UUIR/PjwrN3CEWgTypbn/sLDzMBHxmdaI2GLNLJw3Y7XDOGT67XGD8ySnFfrcILBweuvfTJDi0Nu3Df5qesQGHPbpz3gkYtInWJec8Fr8RL3C0fx5qDYwGcZMGjqoQQs7FiAhDSGiJOvRT+p1+Gl+2KIGCbwk8DsmICJy0ibYi0tb7+vvvv5ePO6ATgWlxd0Ru1VWrs4lIZrq+zEDc2prNUkpQ6fZ285d5+pG1VHRD8toEVrz7mjNPl+n3+vv8Mn/5enUCTI2BxTjBS7MZ06tqBkiqS+IZgBwASQHAjc0ISTVcluHBIUBED8FD6YGz49KwMygBVgQwp35kkq3nV6MDIJmjasp5cjWpH4wLgly4NXm7zgjQpAkyXK6sUJKTac08f9zetK3X64yqbS1o0/px6xvqZobm9/dVVgHkVk2aU05tqXWtpRQVZLqUsl4uyRFMkYzaTQXa7dut3KS++sf9w925+jT55XUWXUkSghGl5S7SCMGnS0Km949lmiYEqCb39Q7COb2s3z5uiOxzyqCkTej2Ya9fU1NHA4ZLJjGTWmtrmDk7OxmUVlJKprSUcr0SsRt4qdWAOU+1dTrgcr/PU0p5Mq9rXVSdkZjn948bpJlZ54sCCgGqzbdvNi3t+vp+ucr8ujISOHNbEb4wzoq4kQCJOSOQ2wLQAGi+UFsXbQ0be23ltupdeL4akhPS7JwhAzpbvl5zzqpFXZpORQGZQJ19rrURUT/lVovcPqopuYNUza9zQ13XNfG01navbc4XFVwXU2UVqbVdX2ZgaGq8HxOk7X4k34oMmT2KO/SD50hExInBFYkctAeOCNEUP6pcb+3j5/Lx0zrRSzWFjM2VnYdTGwLpf29rParsh2961IS9Qbymsndb6+NsZdQbvgcJ7LECeyiZUTEr6pahFX0//ePuKaV+GBF2M3banjlpMNtrxkdV2VdC3UacrC88wowA4L3cbf8deqH0c4hoO1gmUqHXfBugjymdNjYilGOGdLTtRDTIH9sfFlVnfXSYOQTrApG6Tzs6ceUbs+xg9yNin3hMMRivfGrwTzMdoI5VVz+yOsh/ahwdhDjTMe5WHQdspCX3K+vr2tb7x+32LrWVUpalmFkimKZENDmqKRh6mqdSVgQWs7KqGeQ8W5O32618NABf7uV+v+cEKeOUmQh6YKGUMtWaZhKp2mrOzFPOaUZmI0AwhoTJ1aRX1zbvsdOBN7fjHa+0F2qL0z8gZDAo2r6rpArgLozAjAgEyODcidesJUzMglp1/bD1V5jqNLlJYdK2VncDsATJJYvWpSIi3mozVUSsS3X3WsWqr/fWt9CYWYreb80VRIUoldKwec9/VbfW2mW6/Prr++urXS6XWg2gMmdEaFuMSG5rUdU858vVzKxWrXmdpksppRYrq+Vcpnkyg7LKulhZFUnLUkzTRGiGt9uS8zw7r0tbV1DF5W7qaZqIkB1JDNzZzaUJJ8tTRmgqQMRMuVUzW6dpaq3WIu4f8zyPw/YA5qW4uwi0JmDObJTysiyI3iRNU86ZARnQm4je35vWW2HOlKYLerN2J2SSPzoSAFN+wTQDkKki4BWWZK2s9+V2W5ZFRFWbuczZCRszIs/ZONMF3V9SgsxEvZ40EyY3vJeqqrU4gIJ5a601X9fWmrkhJVJtRurpAt3bg66eBABVVURFLKfcWoMtm2A7tGZm6j3qeF4xuHsvQcTMfaHUj3TslU+t1vrx4X/728//+3/8T1/++JUzdfPQ7zn+xBLs6iLqZYCDvzssjbvjIzrCuFW0eqipqMR7n2lcCxn+Nd82pUbPQ1n9PdE7RnGeoX12lHFfFYzv4/6taG4RcVxVd7Jhw8gF5XxOGR+HnIYtSDCqewU3//n81ElTP5OHiBAem2y0W8NIHvhMy8feTrTxneCRIWL7uNn1Pfsxrlse70ZaRlP0/O7JeDxTOjZ+nsuJmWA7R86AqNBj+/bx/v7+div38v7+vtw/RKS1puLqlhiv12vOmRmRwcDVVXpGQ2sVhQkYCZFVHZxqrff3dbml1y/zlKFmny858dRriNUVL6+TVCpLvVynnNPl0vI8qa95umK2KX9xpyqTGaoZABHwvhV0KGaD8Ej+wWM8DWALy1HYrYXtrjR09562vyUQgBoqOLojUEYE1ALtxvJLot8uVDIokOec7+8f4IoJgZKuc6vNU0oprUuZp4mJ13WVKq2prKZqbujNPENZRYUAaF30emVpBUXXaq0aJ6yiWvS3XyrhlQnWRQFsno2Q77cmAmX127cibl+AmI0J1gVrqfCFzMCUy9o+4PZyVYTcaqtFpGKe0DSpwAJtnl5v97fEC8DVlACAKbW6Arpp69m25uiAatZWISo/pFd3aiLTdCHyWmspvZpGUsX7rZRV5zl3xm61iEgP6SBkAxP1nJO5AfiyiqjPlud5nucsUpHTUpou98vl8grcy2FMl4uVipiRZ0LJ/INBQgAHm1+voraavZdyF3ODaljN2e+Z8pTnTJOKF26lLPmKjuROqtqaeq9Wp83dpRG4i0gt2posd1EBM3C0psYIRFRE1lK6zJpikeZ9N0YBErSmzNz3BBFBzVS134108i930eu+bK+aAcyciQCgSWmttaa14Lff3v7zf/rn/+V//Q+vf3h1bQ7Ge+2iZzF/1tHwZH4O9m97sl9VeAzC95an3vonutdDX0WDcWofu/JwUnXYNtjVYOzw005i/7bd0s2j26jfnnOvInhbzuwxtSHspXi3tY/MtwiWH1cY43135+Pa4lON/MAFeHdm3LcFzadht6i+H1a9P9kBP+0o+meLtmdSjRmN5e34PuAMjHIOa56mM5B+2s060W+QPDJi74T2Q6ZEVFpb78vvP7/97W8/3T+W2+2mtSBiKc0MgCHnXFZz95z58jqlRE6SHK0XIjJTBUJhpHmekysASNXlLmAgl5Qn0FrmF0AEEevSa8mKmwlOs5rYRdVAXZuDvjAwZwF2cLfkW1YkAgqAj01IIgJ/FKj2/TK5wZf8iBo7AsDuLjmauxEl0OyOBg1QkBQxIRIaMhSSN2i/Jf8255bY3Gu5tzx/uX+7p8SX18lBqlNdFK9a72utjQETkq5Nqqt4WRphQqbWvFZpVc2oVb99NGZWdZV2v4Oqp+w9BXi5mwq1pq1ImtjM1qK1OFES8bKauF0u0Jq6tVZJdEEyxuTO0rSR3u8rwasradMGjk6J2MxqbT98+WGtS61WiwMnAHF3MwTD5aNSatOccIteohgta728XBy6Bu8VDEgUytouF0Zgpkm1tWYpTSJiaOBeSusWqCsLEQGmxBMAqNjqgsj5ywUMmSYVcEWpXEBgztMMJiK4OCeAC4A3Bbes4IhIxtnkK9ScVGcH84L44x+v8DUbYAUzNL1kXbUANqrM2QyXZrxaKdpWdQRM7ApmruJmvu8TuAOpu7sBEAAt620pFZyIkjuauZmbIAC1tm0/MLOam2lPttiUO/OQ/KiI3LdqvAbYWxNDSgTQ00nQFNbb8svffrr8MJEB0CcecOTtU3JXtDewu9eb7t6AGXaR+/kB3KNYZ6Wx53ON589KFT77nAxSBA+PXnU0maeJxAYRA3ss53F2Zui3Z9sT3t22yvDgmxpAVLCAiMn3dc/Q7/3LiK15WDecrE6c2yNjBAEQDLZQmCsAIpi7jazaMzpGP8/7dXCsc3rCbwQj9ubhqI2HOkix54i+mCYXx4JQvwdDCO45wjYgOdkt3xvklDqWem0oxlSW208//fLrf/vlb3/7+X6rWhugpZRaa25IDN6woZZSHPTyenl5mS/XCTJiwu0qTG3SqiEmJMM2XwjpcntbP97X1vjldW4ECus0JTesTTLVnLNacwGt2Sq4KJJps9Yauk+XCyI7MNNk7hAI5v2/7R5P330rG1fhQRDIiJnuSCAiOCGgeXbfL2x1RkG0BlqxLYmF7XfXXycsmZKJrQ2sYlEtq9OV3VmL1tqkIbq8vX3kNCdoa3eEBVQdFFapl8vV1FprtZop3T7WWrSWyczXVUtxhKSqnEibLXcpq3LqdfBgXdf3b3K/yXzBsrZaHBBUtS4uibTRUopaeblc10VqbS+XuVXJ5KTu4k0LCHkmEbnfluv0NedZmq6L0iSlLOsdiSghSKvJSLfoNKABgZXmt2XNExnCUkvOeZomd3eCqmZmc8ruCI4p5VLK/DIT0f39XkpJKeWcecrr8gGVX154nmdOJFKLtEknypPWBgDzfHX3W2nOiWZa15qmlsgZGPRuaqYJe1yE5IWWv/y4Tlnz2lhcFdc/vZZKBeFvVX9Vewf8t+LX6QKezaWqiEJV02q1ijumTCaiqiJi5oQZsTo6cS89h6CgtdUqzTSnhOYmioiuPZzOpZRuWYmTWtuq7OAWDAeiTVDj1veuMc1MvZ8U9AmJiOYpbdEwMTD8l//yX/7hn/5ymV4QQXVU89wUWoznD67GvvcEAAb7vsch1RY3GBC82yIDfBx0i/LSX+HvVAd+1pbRtR3t49b40JldTcUtfPjMXD1rSNzXefEJ4if6bVijIzynAN259Nz497z6Ge3wqdJo6O7RxXhi+6iDZn1ehA9/P9qfkzH346rL3eEp7BgbP9u/5ycDkti/H7t9XvyezFv8aVAlRN7Prxwah5c3MEwQgIm02vu3j5/+608//+2X5b0AYEqZmVImpmxmrdZSSn/RXG/to3zc5+vl61e+vr4wo5EjGBA6mLjx5CrOQJfXLFKXtQLh5TKXKikl5gSVahWipA20NmsuVU2nnJFahbW5wnwtl1fmNBOqohv2eA4Auu97Pz3NJIY0n5FGRPvytbtCCFtZMXJDwEZUwDPKBYqZvJn8/MortBX8A+0DmE0vH6t+fNQfLi9r3XI9pXkpbV2EiBHS/b3++OO1LG3LD4Qs4k39/f3DjZCTCNRitbT7vRKyO5qmKmIGhGjmAKlKq0VVXVXVoNYqArWktmpiqtBUGMlVHUDYpmWtpRgBTkytyXIv05Qh4deruTu4mqKAEWUzNMX3t3ua8X4TlXYlRuRaK9OEWogBgKxtfry7u2tr/vFxf3mZAaHW6oZMmTARGRG1qu9lEZGvr9d+0JKZr9O1ra3WJqIAQDmpqhuWUnLOU05ALKpi+np9Ebq1tQEYczb3pS44QZ5Yi7uZayUERCVlJpowYavXF/3ThX/Iian4xx0Vfcp9y+rfi70J/4rwH4l/Iv6tqtpSVymVHRCaubiqgTOBm4hWASDgcSSOiJK5mVhDaepIaRMuN9qOhQAzmdk0TTH71N1h1y241w2JUhmz4PrxJhQlsJw552Te3MyMUkq///qb1Nbv1k0P15O7URs6bQzd7yw8xWPQGVAP+sr7cfGgndG2Wr9PKqvD7eF5lKxna3E6cBLVDu4HNAei8LgMip2fVhTj+ZjdSKYY273ROMFTFA7O99TZqdluzAj63s9Jw2Lf93ua3kl3P9vw+HBMG4EHBN1fPs12vDJG2U3XA+/PvsB4F8KKeFhXOh71Gj/F4WLyInxmqwYZ4nCf5o1EY/y9vIbxnJnKUt9+/fjbv/zrT//663pf3LH7rQCOuCWrmHprDbu1Q3a3skitdzAGoDwnTP2mDEBEQqRE6mLScqaXr5dlWcTEYAIgc5zSlFIzFQBCZBFZ16qawcmvCQUwm8G9tYYO08sLTa+9sgkQIhCGg4iI0Yd70DomC7k70S781knTk2N6FSFEA5TmrVK7Ufs3tF8mkrLeRQsi8kSr2PKx1qIrtGW5U8LWmgosSyulXC4XU5JG4FOr1qq7W0pcm5Wl3Zc2Ta5rVdXlXpe7qCJPWMVvH7IsqmIdzOreZCskpCqmaObERviVycCtNTMhZNBijXRKbg1NSGqqxVV9XaX9/PEHu75cXHpdWAQ1EzUzcsgf7/ICdPuoKlO+pJwuAM00NSsZsikbgO+2x8nVcFmFU5ov2UGaOFUFdABPRGnK9aOJyNrq28dHImpNGRo4M7qIiPtkcLm8lNWq6FIXYEmZiKC1pmopz7VprZWzI0Ip1UF/+OEHMyJ3kcrkCQWR3YiAUiUDbPN8q5xWxLv4W4FS4HWGZX1Z1i+a/pL9T/Plf6/1n+v9Z8/LTaSIopm41GYGBsiA0noeOSGC2iPJKmFSlx6p7SLGvQQhOTkhGgD0y4VTShqPPXTTsqc+n2T5SVewu1dxRGQkypyUAADNrUmt9aIKmIlp5BaddF3sfyjfMRYRmZsfrUVUawDQtd8pdhIVEe7xktH5KTBz6jNqntOvtidzRy00ZhR1V+wkOtyfJqB52MsYqAhd8al/eLKg8WHa7kQI/Z7yraMB8P1aqiNOPa6WTvoafJOuvZOHNfaxGx/U1sn2jD2bwawnpI8/I7I6A8W13skyQfRldiaIRjSiKY7b3xpIi5CcBvK92lCYoCKSVH377fd/+ed//bf/+m8f3z5EhIhVrbUG4ClTSqmZqhugm7tJTwNlwoyO5b7O05WZ85QI0brcJlT3y8u1ARVfry95mqm0BmyANBJJWo9OGKgYoCJiKcjMmDQRS23ultg5OTI5slEmn3BLRbSupxFxHAKPLhKF0kHujmTotO81IoI7EAIzicvFJVn9IPs140+X+dvktfbtEWPEVDQ1FWkwce7FQF+nixrUasuH1mrkplT6AcYmTdWbCvRrY5CmfJmm6/v7e6vaiytnms2aKd1vrae6qjaEXKsYuCmYQm3qlojJDQ1YBLCau9eCnEnEnMwZGFgFKzhAkwalSrutl8ulNF2rFBFmdjCpYEpLUVt9uk6tOaGva5sv5MbumHISdW2aMCOiWhP3lBiBVc2dmfKUoTUVsZQSwNqk5HR9/fpFm5R6//XXX//8lz9Z0bbc+jEjM6QEAPTl6w8qHwbqrqI+zZeUpp4Aec2v8zWp311smiZKZFXX9/LlL1/NxFwV3dEBDM2aIUACwcJpwpfX68vFXr38BqXdfy/Z/CsR22r35S+XHyalf5rg/6XXd21YW1NX9V5dEBBFoacbIiBy35omoGQKnDiREfTDZ97l16mbmU2UEk+qbajjXSTRgsxGq+De60pB/NUcwFTQGWm+ciIHs1olvZCIgNM8z7160NAMXY1st6nu/jcTR7Yfz6PecztHbtwdnBIFjbSdokNEFNfYw0gciHpp/Poc/I+aPUYLo2t+MqLj3ecnG7r2nIU4x9HJmD4RpdTPj9KpQyKKfUdD292ILaE7gtVaS5n2ElwxhPf5Wd9thobEBCEDD7FvAemAGwBgd2doL24IwTCOuXVN5+6ttZ51HkvyxaSOk1HF4BBFaGmrsPR5+85hGOKkfaC+wh2nrkbPz+W9H0YaAAASc2ttmiYHmKbJDMQNncu9/vRvP//bv/ztb//13376119LadSrzWfmiQFgqZZzfplnf2G7eV2VIZMlEyO2KdE0X7Qt0jTbhac8pYuqEiAnMLM05362LrtSBVVFVGRWF0qMDZdlSZw5J2l2uy1fv5KISKkveAUmU/8Qb/X9yx8sX9vl6tUq0p9axZkvVRcFQU4ACE6ExKBmmzcXXQoAA3MwQJ4VrPg6z7NWTc6tfeRW7f3nCd4mfiO8o5ZS28fvtqyaLjlf5uW+uuPaLwqbS06vb9/uXayWu5rhTe+lTelCovXjvWqB+eW1mK0CH+/vX778UJqui7SmKmYKigaGv/7yrRZoikSu1tCsFhdnZFpKvbAR9v1j0nZf60I5izQ1Z5hNkZjV21phXRpnEqNSmxtpS+uCyypA1KoLpJTIsPSF7E1rLdM0TU3usr4w92jP/Y9/nohBTFrxeb4qZAMFQppzK7VY/ZIuiblZA86OqcmUMlZb29qIUs8gkNUbtMQTTsnUiahJ+f391398+StfCNRVzNNE+FKlMue1VVqneZ6nabrdbqByvV7MrJVq1fKU12LmjhOmae4nTFue22LvqzE3Jn9N+MMff7i+Kv7y9vFrKcrI1+Ty+lH/YPwHpv+zvf3pKv+fe/1b429NFlnd86SIjhWMmBHMWwMwIEI1RwID5KwIiPiSppkJJ2LfKj0m8irigJRoLQXc3RGIEQnUeM+p1KHou/uK0AsupOGPm/ccbABrKmkhmDBlQNSXy1cgTtfZXdH73Qeec4p+VVyFDG0weB4RAQ38YAmGMw0heAU4lC26eb8wD/ez9kTE4aRK7OTk4w5zEt3o/usoxBwTmD8tBz50Y7xvcywPYngtasWh9MY0AYAoxfkObdkDp7HlBg8l6Od+TltMzJzo0rNubLs8c4O4ryog2PPhdAAAbnkjDxyNbN3DnIcep4NtO21MYQiRRRSMmUSTOSY2AItARktz+hPD+ulkmcYocAy7WchHfCan9UOgo71ZrUJEWuq3397e3j5+/emXf/2vP7399iZiZubISMQAuocfmti7LS/XaZ6v6EWbN21gBghizoqcGfeKosw4eQIAtz3ubIYImZhoMhdXm6aEBJkS2KyqOWV3l4pusCyl1+y6fZRpTsAg5ePl9eLuP1JSunNmk3viL47GzNz3Tx0BkdzcDY5yuGPezQRRa1vTNCV0KR8JweVblg8oH9l+m+im9abga7N291a1inprzj3rabuCc1nMjdyRiN3cDMy8ui738sM198zb1tSWBRmquQqY4to226OKAFSLNmu3j5bzhTABKHhSY3MwxU4IU+CMCFzK2jN+ibKZlapIqTRM4IAm4q31awhw91estXa/YWvaqjE5EcB2lSLNc97YRr2Zz4ApESc0I+/1YQmlmYECkhmkRCJsClU0JUJOBpoztGKqkJCASUXBmZmrmCM0a3tpSAQAFbvf1y9fvqzr+vHx0e43yvz6ZU6JmtiWTQc0TZOZqVpKCWa83+8v8DL8XKm1F818W5dMTIRqRgTK6PNUk0/NsiAvTWur3kxXaktO+Bebq3nJNimUoqikzkZ4ARQFIbsxMCIhZoPmxpugaT+i2B1BVerRWycEIuZsZuZgbgm4pzV1G9OznAy2ij4b+wWdIK60Xf3j0G9tRKC+E2mgoO7p9fX1crm4u5kzUD+dEpj5oeW3h7uqxKfbOD/1bqM+cX/ECTAuI/bVVVR0uJfsjMsd38NUo9uxqojG76TTTibn1GyANMaNYPhx3fOpOoVDUfDDlOEzhdz7T7tVpH1XJqZp47BA4xaWAe7J5IZPT7DrZZAxttlgxcPm1UlznYzB+DMuXE6UGO9GWxWh8rj8Cg/HEvVk1T6lEMDBYp0gHG06Zoio3xKNiOBQ1/L+y7f/9s//5dvvHx8f999/+b3WxmlCSpQTAKC5iDgCJTZAMYd7SYg5ZyLtVf4ADMAE4ZJnZqZMOTMnysStNTAnAlXtqtOYOSFDwgRpyq6NEyPmWgwYETDn2cxqaUw1Za5ru8iFGdty1+bkifl2VeWrEXOmqw4u3yrSu7uqNUQG3K6OHW4aIZrNbs3UDIwRZRXwFeq3yd6s/EpwI9eyihiX1coqUisASNGZxMNltSog0jO2oTU3RXdSk9Yk8de1aCm1VCUhSmxAqqiC69oPjZCpi2Gt1pq/v9+/vCbOqfuOKmCaylq67RExIkf0WgzBHQQRwclM3VGFzKtjaxVrFTPiTH3n3F2W+3p7nzkloF4rE7tvqwIAoNoMwImleatq4AZSW5owIbOKVG85M6dkJmDCCYmwVgGYELEbciJC3DI+FqnozmkqrWEiZmJCNTMjShM43deWZyWieZ5rLeu6TjO5E3Iys3Vdp2nKaS6llLXhhXOeq97XWnBjudRvcS31DpQtAzM3MCAUIKF0Q3+9zl//PM2r4bKa1Hp7lzdL4j+25aW0/1PKPicVIJn+VuSjVZquZJ6AGxMmSimpqYr2a3bdfexYezh734MlvRoimKmjupub9bNigA5uoAbOQcP0Q2pg7uA2hJeRiLBXtevrqn19M88zI7lov4EbYK9IctQAQ/BPzu7zx71X8nAAHy53vz/U+k1cvShAT57z7Wjj9+xHNDZDnWJceH3mWw+9FJXbJ3Du7UcPsdvntzDcKXPUhN18OIQjMwAOcA5ObgP06+aedagZqAri4SCx99f26zh9zzMZ32mvKLqDq+69tD/1heWDctjPNe+VWtwx/HoiakRKfBI7HOg4scjfY46dliekfGppxuhxwTuaUcigBwAi6rdhMvO6rnO+mOnvP//yL//xP//t334upYoiGKQ0MWVEFhcG9O5wARCgIpharVXImSBnvn69MCbRWuvKiTgTJZqmKU/J3bWnQfvOpuTWzAy7YnqZZkQUsUQEqW/MGGPiCzlaP1xCRK0KeMk5O6T7rU5ZDd6r3PO6vv44Ecx2+QLgYD5uK7W9ChYdObgHtym5ir2+pLJ8eFtSu6F8Y12g3FxvSHorTVuuDZZSqlbVfn8GUFMzK6X0qLJUWNYKYMTQBMwmVS+rIjJR/rgtt3s1AWYnBwdWgVJkXaqqIbIolFVrVXN2SGLuImbWmmpLiFiKJs7uIM3dKgBIw5S6OKEZqoMYQjVHI3YRNAXFnguHAKDg2uTbO/74h5fEUzMVkZTAHWutOWfxXnSZRd0AU6KUYVlW5tecs6OZyvU654nWIua9CDPWouDS79deypIoAbIjcU5pcqmq4P12zp7SDtBjrSnxBA7v77d5nq/Xa55zretaGgm8vr5SgtZaU5npgsilFLP15YXyPNda+/bMBfo6jAEApLmBMzCxgNdqgjUDLcTlguus08ucNKUvF8o/6Ef5TX9eW724/g+AP16m/5D4f/uw/215/xWQHbOnCScgKqyNBLDrrHBmA+BY5H+L3CAiAiOaqKib+ub1ACK4ubn1o80I0AtGPfT+FvzRfRuD0BmwL2+YyK3XPKqTtpwvCEgM3mtiBV0XFAv29VO0ASc1fXoSlftw1CCYFtyL0MDJqh1PN0YdFQNieFwMnTQnhN2gOMT4aeQTPitAOOpb2w+0xuenuUeDN356NtX9z7RfUf7YSN+tEzzv8/ieBQDB1fUtEfBsFbzfXEmPYXdSPXb+B/EozPZTsxHRN6Z3ssxxaAgW6HnmMZL7vTb9c6pEGyGPoD5YLbAsIZrqt59//a//x7/883/6P0QMeWLMLy9cqt1LFVlRBZ1ctK9YpkueLtNl5kZY69q09d3XNDHDxBnThHmeYL8Et4NXVVCMmYmQKSupmTFQShMSbYkSRAzIOd0/bkR2vUzZSS2VUsTZ3VtrzJlT/rjd8O32FadqkteC6Qt9mRO+oKMDARJu5Uu2+BLslea3vANzVTNyAodmdvsd6q+s71gXr/Xb3TgZoL19Wy8p16L3UoGV55eubmpRM1uXxszgebm1UmWaEzKbaqteq318lOv12qqvi5bV3DFt9RNMjdal9rq8iCoCt2UxTYn5enlxt9YMEVs1NUGgVu3L18nMXExVzQicpFWi1KqV5u4uIqKIbPMFpd9lauSOpt7U+31Iv3+7f/lySZmtFDPI84SIVerl8tKkiagaW3MxSDPnS36/fXBNkBh7ZT8Ux4RE12n++LjVIpwTsqZpSsnXdRH0aUIQnyacLrPqvTUBwASkaoiaMqs2VSXKvVh2zgaUGDmlCRFVrBa5XKeUJjPrax2iJGL3+3qBbIZutC5FxeZ5znPWycqyNilmltLFxZZaEHGeZ5+vJcM39onwpeBfvry8TD+03+/r5NBSflt/aPVPpP/j/PpXSP/EX/7fi//OWkDYePbc9r2ZIXqbg9slD9itC1HncETEfr1CvxkDzJFyJmZ0dAKzFfWh5beShUiAQE7blgyqKrkjIzEjKXqvlw+llFpX8C8O2s3ZpkN2NW0G2wpsW/f3k1dg4A6+2bzPtNZJL8PjffewuXKyH9vD3kMoOfqpBj9ttzwrq6jrnpud7NkICUKwbdF8PuveZ9vzPV06DBgRde8gjcmPrnHb53+o3QiEh5hgz3nYx2AIIbXehhC9rzH9Adyo3/Igw9EAnCa5mzd+nvbAy2nCMdEgmvrYPj75lHKf/orB33n+9J/mee6riinN77/9/i//+V9++td/m6bLlLE0X9YiilVgXSoQJWNzVwWtal5TLXlhyjS/XnNOSEzgpVUxnS/p+nqhTJS8T1Caigo4uoFb9yKZKIFTFTVQJu1hvXnOBGTomFjdVOsFE0/MxmQEYEhgaqqKEznx29vHy+tfS1myAKff5nTNLz8iXxzIEZQA1NWsB93M3S0mXpubZ0Sv+vHtZyw/Z3hDvfva3n6/LW2eXlit3G7V5tpWKxU4Z55IRZBAVcAJPJlyWU2NiKaUZwCpomvRWrUpJtP7stbGtTEDW3ZvbiCUWRRFnZnAsTZbVyckTsDM69pqrTnP7kiUCLFVJ0YR4QSIYIoIqbY7AC1FTSFNGQBVnYBaldbQlIzZjYtUEUVOCNQWUbcpJWASEUNIiZ1cxQnTdEmtWpG2rpjmmVNKKZVaiXl+mboL3poSpev1Wlozb30DuTWdX6b5Bcu9mIIwsGNmosRSKsPkCNM05YnclbYivPnj/ZYY1EBEgIASA5ErLEtl5nme3aSWmnPO0yQitTV5q9M0cU6tqZmmCUqTdV2N3MwVzFRqk/v9jkDqYMr2OiNfUADffvvdl3+4TPnaEF+5Eclb/b2WekvY/gLXLzTb7P9fqP8/kwqUnTLSRGy4a3rcjma6u6kreU+ZsnF7nLsBqmr1Zm4E5NCvXCAHdVBDR9wXNeAEQI4JiZ1H7oBIc0CYU845EztoIiBCV039nL2afrJioFFyNKqC03aAueNn2iD+OR7HfoYuHa8MlQjhxMhpq+K0FT202bNqOtj4J9U6nowV3mj5iKWHzapPr4+L9u8ZhmcVirid2U27tbDd3B5ei1b32ZIPox0BOvyKuMV0LcT+wl7OlmhxXG2MGv7PJDyNNSh3ghDDzXjxp4Hf73kKcDQwEa2RVPBkhx5QOTCRiHTi/frzL3/7b/9a7otBBkxNdFltrVpKe/+4q6ppy2lOKTEiAJqBiYI0Z79c5stlBoB+8U9yxoR9MUTbEH2bxN0dVUwh5c6U1FoVMcLkE5r51G0+cc50eX1prQFAmjJJu1wuqq5VDLxI85au1/nbbSn3poaEeKeP5fLbZfoxXwgS9lvhfEuo75u4bjuT9FRLc5zstt5/au//+ZVXhqWWstzlttyBTfV6X1Q8r0WliZiB51KamVwul9qqmSImN15rX0GaijeXUmqpSQSIp5T4fl+b0Lr4xJAym4m6A2ciUl0RUdTXYqasmKgX8RdrzcGRaEIkpy7AAkDgrFbBkympek7zWt2dmHuRSkQkVS/VRY09iZs0bWKIiTlRAjUAIE5zExfFlJlzMqc85ZQQ2eRuBg5OzPzy+lpKFdGskDm5m6oRpqb68vJCtCJiFdFWL3iZp0kaGBADiRgS8pSnpkyztJIzTxN35yElImIAUHUR4TwxoqHXpQAQmNcqe3SLVD0l7FmzrVb3NjmquKFJs1o/RAQTijoiNHBQIOR+FQI0TxNznhEuq1/v60fx+gXwSjT/cKHStNzLvViTmctE/L9erkQXaf7PzZsLgJEDWI+7o0PPlHR3VPUGkvo18GZq2+1yZr1SvAOAkxuagIiBuAla1/7W7YS5ASTHhofA1MhZMHDi7cYGJgcATl2ZfGIwxvWmJ4UAT5sF8c+oNqMWBTiHZHY1ctwICMNBUI+nsaIafHayT9rpWZcOwzP+jC77s42MkDzWMU9XoEXYvqdpe9pzclDV3jVFi9rPPx3eDzY2gvsYby9ntKtmRAdk3/jrsfp5HMHBfTm1geUHRA/ba3tidBwd9qVlRHd0Fk6mvn+xUF7iREgIIb7Ti74XOR9jRW/lcNoAsdbaoZLWfv/99/v9jg5NYVnv72/Lr7+/r4uooYiYm4DlDIjV3RnxyzW/zv1GEAfYbvzMiYwEyUUqYiYmIjLbCNcTsXRdRWSapmma3HCPAiYRA4DWhGhzkC+XCzg5QL/YcZqmWruxBBGBaj9+/fENcXm7z/MMDb3ZevuQl3tOL8hzNzzkAIDkQIl78qgh4F50FgDqt/vy2y+pfZCWdV3f7/rt24Jp/uFlAeIqyvhaS3NzdwXWnmad0rSutZSa+KKmtTZXE/OmoiClqgioEDFNU7qvZS34/rG+Xl8u1+wuqgqamLk2Bcy1SM9uMAVta2vterkwzQiJKYlpk4qI7prS5O6tNbCk0hyA59m0qhu6LLWwT9N0QRRVUXUzcyMxV1WknCg5YmutSQIgN5ZmcIGcMzQSqarWFACMKCGiAU7TbIaiKqKcOkHRAO73+w8//CCynYZ16Ml+mlJqTU3dXZFwmjK8vDDP77/dW2spe87Z3UopKeE0Tdqk3wsHnMB9XdeUpinNTdS99AoC/T6hnDnnjAqttWKt6+hSmrteXi+3b2/m6C5Eac7zdZprrUtZb7VlML4v13TBnO9lbh92N/6HmSClNN/nl5dZqWnF5JjkxfWfbPqQ9AblJ2vN3MxFPaObmSM4EMC2llY13iqvg3aMI1g/x4GOCL3uaANz9+ba0EDNYS8eh9RTNHEXedj3XQjQAMTMnRJzV0j7Cquf03wok03e/aFnTirxaA8gPvTjJ6qsqIjHT+KW900vRBxWC45q/fnFoZSGLjq1iTbpZJ+izYjZQ30BQOHIURzuVMXnNK9ogT59CMG+pl7iZbMVsCWi9w5dYbfK2G8yVZfUK6+oquooPxrPCW956/1NQvBeE30sHmHcy2B6PmkFT9v7p8kMLsHPlj64X+82rEU3h4+k+4CLiG54CnrifvwopdT3V/rBo1FyZhjaU9ajuyJx5qlqba18+/U3N9JGy719e19/fVs/7mZNsGfOAicnbeIATJwQ29pWwOt1RkfFdrP68uV1yldZkMwSkIMAspq5KiKTJau4LuqCPYIHL0agqJAyWF0pkRMagLihKTG4u1hDh9Z62T9mAyBycYREniAhXOljYcqrLVwot9TS5ZtfvuT5VR1BFRESOngTQSB0c6/ECc2bl98c7lr/VdrP2Nb3Rcstv93UMedshi91admwtQ/VflPZBZwQkruXUm83naarkpbaamOpk8Cb8Q+lvjlIaYncpomWBqu0+4LS0F+sqJixagPH27oo6G1ZwLMYIILDqp7cvDa/XC4AUGspoqJa1Q1mYJJWmkzgZFA4mTNUvavAPL+SgWgTFxdSMTNtBkkHv5lbfZmyVG2lMrOD1sIt+2XKH+V2mXPT6uQ8JwEsCupimGgmEgF2JzREQBMprgSMPKW6FGJQw2VdX15eCXFiYkZDBGZF8OT3+qbMiyr7TDjxlJxExdKUSqu1SLb8yszJKScxyWk2BGdSM4dNLta1zvOs2Jo7K7hDlSIif/7rn7TK9XVe7tIqgGNDIUYFR5qWUoqtnNW+0JRfKNnHfVnARfW/S5cv00v72jLW9OEAUDnlsvxA/u+n+ovda+Gflwvhhe1WEVAVERsYIyRD8VYT+HaDuyFiTsnARBUQuocDbg3AwNTN3a0XV+ueUT+AA5AcM/QbgYyZmfJam4Mns2Ra/P/P2L82SY4k2WLgUVUzwD0iMrOq69HT3dM9cx8kL7nkh/2w//9PcIVLWZHdezlz77Cnu6sqHxHugKnq2Q8GIMw9sobrUpXi4Q4HDAazo++jnB0yqU3lQcvssFqaQEjtXhkBSSQhUFHhFmclmGQppXsgAEh39XeGVtFuLLI3uLuNn3eU2BGsw05RSPdtIEV6urkkt2yLe1/Wa4RmVzClRyW6Obt5JXC4skYxcMDjnUw6DjjkdI8WvxUk/ZPO4nokLGDQxXE74EMicreQXispSXbG6zF360ZWC+4uvL0R2WD3V0JM43uSoordPMKtl/Du54f0Ht/czeOdKnGU4t8N4ygj5c4Hg1+RyeM9HieX/R7vrNEuhEZBRd5a00M8MNZYV0dgua4ff7l8/PL88tKEMnV2YlURtQJvPei9Oa973tfj48NkkxiEKIbpqaY3jyZUoyCRkSQL4B6+Nm9LZhpCAZFM+k4YqiIIk5IQ0/DIXiG/L4iIENNSrEUwA83wxd/Ju58+XW2aMtL5osJ/nf6P8qS/Ocuk5+RUyqT2ICLuaULLSKy6XtGeY/lZ8gtfLrj4+oLlOS5XLkvKVCxLp+JXqRFULRSJbsWRZvb8cu3bqh/mTdzF6hRrExFvQgqZ16WZBCEi2ndNr93ps+cbt5B0r01P9otILTrPc09PT6GqImLUU/fl23vECIneS4akd9IHfUWQfV2xq8Wn0wnS+klqtUwkOE+1zhSDUoMb5+SeJqoAepgwA/OpRLQeCe+J0VbLsixMcfc1vFZlSoCdbrwvNjM7nWqmAwimiKqWhYuITefT9bK21tbVJlivSM/sE4LG7MQZS1tN9OXlBRBVjeiMZOYeLy8vj49nj9bnPCLI4MqtOBKItkaEWE8TCGgG+cXjb4sz4l2Zp5m60JcXExUzRjxp+X2dPi3ts/pL8RbUFIFQJZENKQgQlkrZymuShPCIb+xM0sj+IbhhLrD55YY/E9Rhp/cQQz+TmRXdVO4WEWBPdrBbV9segSFuy2KOLc9jiWAr28y9rdcIXyM+dBjbUaJBygEmm+toS7t7NYPuwM1uqRA6tP5KPPr1dYPhtyfs78cx81ccaHcm0Vt8xm1M6O6YwRI1ObqdjsN6C+XH5yqapO1ovl1v2L3jvW1DUZWxUYSI3J52fI1i4PCeHQbKccz453HYeM86EL6ON/V2nHLbJ4NvhHnPevj6yttn9u7GsTNqLJfV1/SGl+f15dmXa4KcapnMilkpRcUiryYaIbvXMJH01palnR8fHspUK+aJInCDL6ZiTA1mercFm6+MiGy95zJIilJ6WCY0vIkIE5MVEQlvW9suLSkqxVprp2rTac68eksHrtGmafr5058ffvObMtWMWL+4TH75+NP1NM9P35VaIOaJBKxUyWZo2r5w+ZwvH9vlb/QX+hrXq1/5/LJeF3fJUzmZ2bq0dUlTWT3nuVIQEWAUNcK+fPky1XOA3rAuES6tpRVbllZmc0cGKObrOpnVaqBkaGthpeN+yaS37PGVcIjk7m1nrZNWZXjLkL0IhOKeHtE5ZE1EICq6s8Vsvh6VlCPHr6c5EzDrCgpExIpApM7TNBeoLMvaoj3ZPJ8USKhp6upEimdMFcwUg1lp4Z5x0hkUVTPB9bLMp9M8nZcWRDoZmUWUgkx0XW636cFiGblGxtpOU4VKT8o6nx7bGr3lhJmqlKRfL2spE8iWrMKS2tzL+by2q4gBW8xSVYP4/Ollns/dJu8rC7CIxMbaWdHaGnF9eRHCrNZJrtfls0g0F60sJafT+RzR1kISUlWeGH9Sci7PjP8clwsv53wMgpohuWYQMVGtyxHZCeOBwGbigMSryNlCQTcYcij+G4STRGampL7aBKEZsFKwVVHTehS8lw+9eoe+ik4dH0ZeuBuEPpATXSrcluZsbwZEHlqpbpcVAQ4pGCPUHJo0Bs/NXrspvYnFeLYD8d6GFe5Exeuw32RXvYXQt18dr7tJOALwO1D3i2qnCS9vRc7bUb59P94PBtEnt5bX27NxSOp4qxrcI/jw81HqjubaOFl8Ezo7Pjkk2d2Q7hJO7mZ5zHN/O2DdK0xvbrCn+TEQ+eXjF1/4/Hz98uX68nwVwfl8fphn004I1f8REVETqkSEZ2QS4JfPL6Cu1+ndN7VaKSedpkmLZMO6LtkThIF18bYGMzOEqRGBzF4lo6C31se2zAHo49MUSXeKIMFwqmlEcJZ5rhGhGmvzlpge61LbOjlMy8KaevoUbp+vU53mqlP1lIwq1JSWfsmXz3z5yOUzl8/Rnune/PL8JdqlPC8hJnWyUiGMa2NzadE8IC17VNBKES2Xl/V6aaInrtFCPCyCAmureEQK14WZBBGJiQrIuuayNDUT01JKqeKerTlJ1dpdN32Oa62lqggb031VmVRrUSulkIAUIpLSUU0pawS0aBU1qMFofSWkwLSryBvQB90oZFHTThClVTUtPTxpEzJRdPIGyd7chGbV264GiVGRAi0FgCDbukak1nI6nTzS3RP03LjIhOZJSdbS07sAsdYaWXISAGLWneBWJw1JiEfWqUrw+fnL+axmp8xsK5lrZgbX5shsc62ERmZkisqytMvLWieQ3RHdPe7MTIaamelk9GWNzMvptCHACnsx/iIa1MX4eJpmf/B1KZ+bihRv7wL/4XxaketL+4zmcFAlJSUTDKQAyoLepAV0BESSbEgQditdjow0kIobPE3BQUMmRGp0W3Xb6uE2lUltMtXZpJiqgoOQyM30OcoWjwagB9R0ANkbm5Jkd8f16EinMR8Bh6SoDKPeglMqdpgF6A9VB4Oj05QdIMPNFhxTrgXYkf0eyd9+coxHBijm4F7iEEMa5Y3csiGM5z9kz53MOz4Ukc76uj0jAL8mft5KkV0s34eYAHBIGB/Ps93J7Rn6J3cCdjRc8Ib9c/SAjYkGx0SM4mGc09xfxxTkXmN15BQeh43SdLwF2YNAx5hlp4a7E3L7JwZQhOt1+fO//Pn5+frxl+fluj68O0GsI6CABQLSk0ZzYHdMUqGqOk2FWJeleayipzrPJ51RIkIQWFf3tQm6AySiOcnOHx+R6ey8Ehlx2Ph6aexlOpKtpaoGQtTnuXTmQ5jWWgV6MnhckPn+8eFx0jmuT7p8kOujyBTt3RLnFxd8WfPh6nPzkv5Lrku7POfyLLGCPeSmnz7Ll09cl0zWh3OZzybMl+clVJm4XJqZXa4uGmWeqloLfvpypcwJWT16IVPzeJjry7Nb4eWlrQ1MJ0XNVCuTy/W6rGEVUxRHrusatA6RKh3rt0epxQh4sP9nliKpRcpcoKIyAUFmBlMyBWAcIdbIhFJMiUxkLVOtBkukkJGZkVJVVMXdFw8zm+e6IK/r+vhUs7VEQIt2mC0qxaiNEA9XVTPJzFoNSgmVEi/L9bE8nh8e13WFSiaCohRmxqbkUhUKiaRZzYRaEZ0yXUvx8Mu6UESKhWeYTFC1ksTl6qWKSPFI9wZgXV+maVqW5p6d2nwj5gl++XydZp2mqTcXd09fAxRHMHVtsQab56rNG2o1UbgHoJ8y3OoLygOnd0+P04t+ezFpi4qIxjv6fzJtc7mu+D9iDShTCYV0ecNpB37PCGZk76vdQy+a4NZObE9mk632BgYBkSJgbzH26nNDqqgms4O/qZpZtWIKO8+opiJMUm5Mnzvj4O7DA0Bk9/N3k6iHhWSwcl5hnVspz2EsHHB/g+m7zOPQxWaEtQP0t8M646fcJE+Noafj93z99saLM0qdURodZ8NtTORuWo5Pxq+4O5CwCYhXUN0y344L3F3p7vPtT7n5ZDzyrTw8jnl7/Pj53RMdpQIHR9koY48zYLdCxnUwTtY4ibJbbG+9eXeW6XhmvSUtf52+r2XcqWoGVYjMl89f/vqvf7s+X1uLOp9QhdAA05t05lto0JPS1VsguxPfikyzvXv6loLWlqWtf/nr+ri2d+/eaZmirQjxltk69SRE1L1Fd769Op3TW0Ky1gpgXV30Os9TnWRdQySLGZlmplJbb2SWCWDxtagVynenpw9t+btH+Yffn78/27cPViepp4R9XPP6SR/+7NOfPza0F/eUdI3M9CCWVZbFLy+5OFW1FLFZevdOIsI1XJaWs9ZrW1Vhc/EQd78u+fj42N1xHuoRHkjByzUe3+l1XZGziCZVJUVLpDeHoKqWTkHXWkDNtHpbWIQpuwEEVayr9ziTSunNWzOaaonu/qOwp2InezfMrv16NiLMzEx6OM3MymSl6Lq4iJTSnXXrNJ2okklTlskSkwe1VMnI1lJSq1WWOqtYV1kiA2YKseYpnQzNyiSnFmuS52nqwPJyvcxzVdOu8kYACValauZarJoWQSGlc5y01gIUVBItAo4TJ9Uyz+dPHy+my8PDGUDzMJOImE/FSr1er6TUWnWPRry8LJnVrPa+ZQoxtcxsLQTz8/Pz5+eLWj2dTisjk6UIWza1NcB5Wufpmb7q/JT6dC7ibiqpiOXyAdP//PTuGu364p8yP6dFD+qDiQxEgXbrpzEd7IEcgQDRM9w224RE71gnonvMRPcAfKAjwLbTVeAk0b2sBFKRmajnE4oJTABkjJQ7Rzg3B2vj2Ozb3u9IalsR5AhcX0VR4Zbgt2muAZGv0A0ciHSTdLdHvw7cu5MEx2lJ7m7nG0PnVST+iqg4sHS0KEbl+w63+5vjh3dxilsplYdE7J+XcdzjvyJyELjeSKZboTfezF0m2HjAOH3bUnjTkufuPscJGm3eUcD0OxzTCsb3eMNMPsqS8Wl1s3oUJ3dya5zut4/8OEZVMxT0tizPXz4tL5e2hpZqVte8mFWzoqepu7bdA+llnnRSkiohUkVYqtYq1+Xj47uHx/cPiaelrW3JizW1pdCQRLC1UEBKlVd9RA4A2lNLKMhSpsi4Xv16bWRpToA0jVzNbD7Z9bq4t6pFVcXs5ctPp/X6j+fHf/84/bvv3333lOnP8vEvpdapFnvU8zePj08TSr2u+cvzFZGEkvRkW7lc4stLizWYbpOWKopcPCRJY6xcPUBpgXDoXJmyXNsaDi1aTsllbeFN1kaPXNq6Np4yMyAwyNYbdF0y6e5pNqtYZzLua6XWaVkaIKSEvxboRUQLAEqRQoUkJGASuaUMWBEmoAole7U0QwRm0sM8XfsT1VKKamTPUoASTm4kH2ZGFapoLZ7RQsSqMAs0qd3KUe02vZvVY8W21lSr1spokrbjjqlGtOxdODuLWE+/Tlr2xkJczOrSPJjzPHkwkmoSmW2jU7Xr6lbkdDr98tPy/HzpPoDWglVFtLWY5/O6+rWt4lZrNYgqrtfrhSuAOllEpAMombksq+jcyV5jIVBOKMGQtEJbM5rnJ7KeZqsFETD7i7Wz6GMoATdXru9s/b89PH72l/+CXJKfyYaeNLARgwJwprP3sCUA60EgMHc3jHaAoRjkVSTtEaAkKdHjKBtisNsTUNXoJFLB+emhzpOpbi2bb51VHQUGkXRTs/gqRW6L3HfTOQ7AFBGil4dvf6pIZLLn+CGwuf1uekK/4uQt7o2wgx2ERyW+i59XFL0F2BHSR9y7Q7w7dXz85O1IjveHNn+g4oCc3WWFrd3cGA7BgLzYvWq3N0luuRmd0HqjyhhHdrzGM/eyxOMRZubeIuIrE9rHcJd6cHi3xnnBngV4d8PHAf0r7hSWPV/wmLvD7aZDV1q5bcZ++OWOE2Ij1/q6WWZmzIi1LZdrP6CU4pGlKEV7rd+yrOFrJJzJXKtZrVLnOs9WywawtZytilqIllnPJEUSGRFrW6OtzdfsupAayD0DmDQtmZm7kb2ublZJ8RZtjV5FqATDW1tVxcq8LEtE1FMppegqiPjTd6f/6em77/2n8tefL/9yaRnlHF4tHlQFdrq2+bM7EcjMtUV4eob7ylCGVpRYC5eIXIVFzQIlvIeAc12dapkJlVIKoK2tLcKsJqW5r+u6rlyXBNB6p53ub0koMkJaayJJRGuBRO9VqgoKwqNzOefGnbxRl2aEWJlL9UZ3XyVPJvNchdrczSSzZ8lkBsms9XQoIX0JeUYfc39FT+sXU9VITNPU+/hBUwkyzCo018Xnk5VaVbU1Jvt6k1qNZC0zyZ6zmwxV5e7iyMx1XTsbVkS0xRXW1Yteh78n9XFdfZ7q9brUyeZ56thXSllXJymqItJaS8o8zw8PDy/L1ROi2TKjcZ7nl+sKgGKgvlyvk7vCztOcCb82M1HrDAQCorPlXC4vNtV5On/8/OXLly+Z0/mhqsokBUl3f3m51syHhwcNry5lsunxMT5dGYl5/uX6uXz++T3f/YfTfIH/OeOjIymEKMQgvc40Mx0Zm0TB1uBdXgE3pTO8oavLsuu73YcmQApsQ5UOXBtulGJdpVDl6eFsU5UeQLI95fqAJogANnQi6I61A8c7WbXvbVlGI4C3LRiSVJiIKG33rymQKvKagHBwsA54iN17dpg+uXeTw+1rFAMHLG3juHU4jT/RITf6kBYHQh4n0n0ScGsYcO8Dd4iPcRijqH6FbgE668FxllF6gyydmd89d86b3AnQZJ+O4yeT2MImXY5n9HXPndEAJHoG9q38PC56gPshjcbM6VrreD9xxA97u6dhmg73muwK78gS0fPZj1s+JqV39BnDQv26ubecul8Kt+wUowQVuBDBcl3YWkuuopOpiTz4Gmtr0dx9DSagkYQ4ozFVJac6iVWtChGdS52qqlKlAL6s3uvVyWRPO0hGrpEiUkRVtPfjWttiWvZ5iJRcW4C0qV6vq1QaEMsqMrWILx+fv3/4bn1pbm25rE98/OC/fPd+/o91/W75b8vH9ZeXQLJICp6q1jJZzvSH82falwV+zYA+L0uGUCBaW2v0ab3mpb20bB9Oj5i4eFM1aLkuTM8lopgt3qapwLRlLN6a83TKFp/cmTEtl7YurdYaXkXTm9hUGWiua7yUUhJ2eRFCxFjmAgstsrZG0aVdTw/ncCQlTcRoVdLj6fHh8tJi9eYUKyhmk/Jl/fDhXSJauIiJCp3TNBPiHqUoSZiYTr3kC1p1MlRRqaIumkgJh1crlER6XKda6zwxTaQ1v0zyZDq7OxBmQgZY63z6/PzTdJqnMq/eVDXTkqXvmWBe18XC5/kMFVFdW0xzyYy2rgBUq3tGsE7d2xalTO3arnWd5nlpmWa1Wlvzel0BNbM6V89mU52Y7dqmWgsrM929tcXMMlF1Esj1eQHgLVSVYS/PAZb5VIPrcn0Wmun8cr2IxFzt3elhcReWly8XfQc7WbRQLVYn/+KmFCu/1JY0fZhFJD+uL89tmt6vvKBdHkv9dxp/neW/BoE6ZytIUohYGQuyCRwsgALG5CZvVAXcMlFe9WtsyEYQChoAmqkaNcnmQVVDPpTJhE/TaYnFpPzmw3eIbLpWEHpi7zIjh9abqsrckoREXkFmxATcqqo9B6Gj2lHBb3vvbZKSQqUaRIVI5QaDBJKOPakh40btvs8I4M4at8u3NNnkXlJ0YKIb1GUV8aFv2Z0vccwaH3F1RLnjK91fGKjOjjMfePt6FQN6hCwFo/NtlG+jhBhvXm4djqPi77v0pqAnkMg+X/K1lrGH+Ln78LjcISSOS9+dYfzkTrSOcn48TG79ZndnOPILZAjtjFbXONpDHN4/Fe55ZV1Z1F4Rh+VybS3Su0R0AL3xtGphMlq4xlq91no6TafTKctaSumsMPRwj3V165ztG8PILssj/WgsmgDF3V+Ny9T0Xk3sEKmnCk1PrhFqp1jW68v66dowT0/h3+PTfz8/Pkl9/LJcvlwuL766qJGzvMtWDKhSHh4vPH9+xt8+Xj5e4uXq4YCoQCJaBNuyXJZY17VUq5M5G4DmTrKUemlNVXNP1+96hEeqWil1Wa69S0J4RtAsL5clQs1mQpY1WgumqJQEPR0KSIpRi0JTzbCbJ91xraq1FjGIzGYGNJKQVBUzU8XeNklL0e736BWFa4ubTSHKFKqoqhhKNSCtaDRIkVkqhJlugFktpZhZCshoHg8pWo4yQxWxzF47UzOAaTO7VZGSncnVaiUJNTHr5YS6q0HHxkkGSXUxKz05jYLVmypaCysiRCZaiwwvNWu1Olmd67qubfVNG5RMR3MuVzezIhUC96W15o5pmmINMzFzQLNnpyWT2VrLzFqrFZXoTSZtuXoxIkBCkpn5clla0fM8X1Wuk1yo+XKdptlE1xaX9VIU76v9nch3Jf6yrgCKGJVX5JrhyNhyZXerBdg488nD3MFrcWHfy+DuiNMuzDQTAqEIi8lU5VQsskHw7XcfHh4eaq2i9HB0JWPzAN7j1bjx+7/hLreNt2UA+teD+WouvIIP9eg+s9+MHM46krjt8zaq4PsZBhxTkS1/ZrOWxssdsRnsfj/eOuvucPUwa47rHn/qQAE3zoa8CaKPCvp+oWPjJ3rm21s4PiD4Tjwcsuewlo4BRQZ0I5I7hsXbnjrjtcaT841VOMrY8a7uDnidlK9FYsY/38qn8XFyMGXu5vTubBzMtV8VP4C7r+vagSSpbFyWlr6NoZtZIsKikhJ0gWUyWrbW0idAnATTQjvllcIQ7WW5Fq0AwomtU31mEohjJ8puOG4aAhWhAizt6smHh5Nb9lK5uCCvuS6+Lv6k8++N/zGff/QnabF+uS6fW+JkCit+PtXzRD2bn4qX+W+f5a9f8q+flucIX5gUgUFt9dYar+uyOGE4PZ6W3jlXiaS3FHEA2hnQQKvFzNxDVSGF0NXddA4yIWIqVmJxkjApYld4a31D9prQVFVRqnVDVlQLtOwNIAhDgZaph4V6VAxbTVBVMYEadBVDgmJd3YEWoyBAK0ZR9n5lEEDUzOqWkEKVWmt4S2dRcyYFxapOUyl9xboVXq/bTjGzRIgoBR58OM21VvcssbGZ1boxuA6KV28pJKVM7lzdu1Tr2kS2FAGlnKdiRERTxbq4SllXiISJMk1QI5CZV8tMTJOY2YImEaS2TFVAizfNkOxOHZux4noJbw1UK5SXyFjNLENacxEC2tqiqt2L5R5mdr2kwKHdx5UAviyXEkXmeS3FREV0ypSUy6fPq1hO0wn5TvRPqv+15s9LS1QTbRpL5ooMcN8qYhQRMUZCFAJooqe+b9Wjgi0tOwTKVEC6UGcklAJmqnAqMhfO1Igoj/WHP/yu1spM7HVFX1VebzHkdb+r7r0X8ArlHFTzDe42mXgDUwC2ulh5pS4b0eYQHiNU3gHg9rlsptbrVQjgNSI1Qt+G4YMjZzz5CGgYwBxvZNgdMHKIvt9p7ce3TCGBLUl+iP2Mh47vb271VyLz0glf9+HIYCSN43t7b29f4/weKC8D5xJ29+4d+r99eG/nCLfLaLziQTJxGJ7jn1+9i7dT0XFEWqzPl+uXF0YqJFPCOz0Ve1kQSSKQuoUPhKVCTaGMaNf1ml9SHpDNmRIRSEEmqMWm6AxvQSTLtvQpW9JBHy1FGLGVYxssMwWWLaPz+5GSVGGLgMrVo/ryp+D/eJLfS1s/fV6f1+UakaWamnKucno0+1Db4+kXLR8/4+drfL7gZcElIKkRJN1S1iXWls0TiiI2z/Pn51/en54iovsLm3tktw5TDGISzGCmWi3zZb0GRcWCTGjnaYaVzCRDLUS1i/iIpEoQVgSCQKRoBEiZim7StzN/iZaiHu5JDwZTVa3WWjtlSMIUppHe4xrRvdgIqIhppEdE1ZoZHtFtKRioNBObrLTwDACd71TraZ4mqvfo5vlxfnn2iEhuvf/I3sKOqlrr/HK9ZGZCI9YyGSUPNRnQzslmZvN0/uLPq7dJX9OOg2lqEcnUkEiBFPNrzzbQ1iIN3fmdQQDL0iK0+7EE5knpfLWqWiyQrW1u9lpOnPXl5WVdvNY5A5elBTnN6DkvpNdaRSwizKJIeVkuPX08eZnnWRQEVBCei7dLaTJBi6bZ+WG+fl4zUepc6uSfvxTFd8J/LPb/BT6JeCnM5kIKjKJQo4A0iEGLSOxtgrBFAcREsZHcCHr70wOIIBBQtHuLTlVOk9WCuUpM9vCb97/90+9s0ojQKqlF/PAy3UDzgTB98zI3fOtpJAB0c3rdYOao9YoIVJSv8P2KJJSeD75ZbF/z9Nzh54ZLW+3ggEt6mAQ4Ik+vUupXwj9vterjzzthPHYeOE5+4PNbufv6IAb3nWrPUkQ5/HfjvclmA35dBThufuQF6p9vkbE3v/rqDd+9OWbhTgJ99VtySwXBHlv6N0TaOPuHcL652TcDG+XKOMJj0XxVayCpQFvWl+fny/Nzt53Tw9cAFIjM7MQthwdZi5Sq01RsQilSqrZs62U9yXwNmqhZRaR7IlmtKtTdw9dMJNDZDcTgjRFRa+VeH7fPTGayL6TMdHcpUHKJmCdrqzy/rD9A/jvxv4PFqv6p+bOrlCwWWFBp7619kF8eH75I/etSf4701IuHQzIMzBbhLc2wrOkrnamlqKDFOs9ziq7RMnoaCEJJgJJWqxSLTIeozXWePv/0aZ5nQjwyEqVYsB+MoAMU0T5xMOkJ1FosuRFWJoK0BKk9u0jFYMXUtm4UAIICU62QKikp0Gmey1TXNQSSvd+5SganaarVWkPPYaNTSkIEAlWUUsRQgmsJtqhWemJCz00ANSKs6jzPdXJPrus6n+rWq54KRGshIgJVMVFp0cnLgYxSJkAiMiJUQuceoEVE5t6DHNTMroebexfPompB95TExmPdg5qtuZm5A8C6OoAEuzQlwJRsFESvYSKpU4GpavF0iCU6mfi2XzwzIqZ6qnXO9EyYmVJjDZJXizoVBDK9lEmAlrh+eX54OLVJPkk+h1tbvpnnmVNcLxBLpWX8DuV7018SF7JmklkoKlqh2HzNaj0FApKRgSR6+ynBlgIHOZxuQE9h2EIvyYwoglOpp6nUajaV8jR9+OHb9999I2aGJJAZ9ko3cKOkjlhBEgh0wcYNfH4N5V4RPDcj+B76elEpByS59e6MPqdjJBti9zSM/coikpJbUsNut2DA7W1mOvIA24J8g9V3ImQUG18FwPHIQ0AcY76bnF0UAXeJ129w/3W6dyl9L0t5SxK6HTnQcR9H3t3YaM28xfe7X90ZoTdaxp7gcMzyOGAZXuMVx9c4j195wLfT8tUfymBRsWdPLZGLmxTAJVMJYKvvhEBUS9FaZ4XViVatTFInsanUal1IXK+rUhwb13+tFYrWWp2MpIsclpMQstWl9/ZZW6FuH7/7mpEbx36KtzAxEWmhBYzLdab/h28efytLfvGfQ+Ta1LNWziWmyvfvZ3maP5v8q+NKvU7zMyMlX/wSRDFz9z4S0gFNppiWatV0ae3Dhw+Xy8WDHSsJKaUEk0CdSo+QUYpqaRlr+MP0tC6xhrdMlYIepj9VrZLiKaoqalEmWddQFVVRKV0YKCx8S1UTJRJWi4iIqbjYZDZZqQqkGBIpInWaqQ0GmBJBFRIBtozz+WS1BqImaq2yZbcwEWJVi+C1FkS02IRpaW0nrZHmwaWVUk7z5BnrmqVMqtrzTgG0tvTltBHeRWZaD9uoplklw1uaeinF3RUmEAaEipReHxuRUtLdyTBaCgHprj6wL05RKUACGk7SAZmmyXQKrN6iKytmSgYpwczoZLSbF7dZdCIoMqBSrXRmmuXqanAH2J3u1hnHlZJBSDeSmooVteW6ZrEl0qvWUjgVC2mXq4Q/nE5kWFwflX8o9s8tnnPVjAoY1EQLtxCHiZpYE43I3h8IoEB3MbMlW8tW99PxQqV7t9IL4mzlXHGe7fw4l0d79+M3v/3Dj+fznIjuvIqkDlUxIxiO0ev+4DZ1nj37QQaZ0qH5NRd367v9xhgS5aHly4DdY+sgkhiYYo7Xlg9F5U7ifDe8Q+RsGI7XTpgHor3NnngrV+6A9BBXMhg0I4CP8iaHghncCqd+16UzWHc7bQNx7N7NN/M+jnIb6BsH1E2ugUjueRTHA7sTNncqxiFy7o487vmYjrshfVW0jFe5ERJvbGrsImf0Wt7N7FdHfjfargxtJ+lZ2qBp1QKDRE+nYTIQcQVUn0Mn1LlOJzs/VMQEIIOWlpnr6svlKiJP799NUyHZenMEKJBB6VpEL3o4VsOR1AcAKgllwqyC6WtMqgmZyWldvs/r/3R+999V1ot/uS6eRs3zSaZZ6xkPj6fpYfob7L+t8udJp1rFlOCytAYCWU2Dvdou2kqVYsaiWoqWskkXzyDlSCvtmSkkobK2xZ0qFsjrdS1TFdNga+EJ6WpoOqfTXCZerhcCVosVWMnCJCnKaarzeRLt0ohSpJSqQDjZKSZFxEpVlqpWSrKJItNtmqfTqXln7oKqwlR3spMtnrCtjaSkmAIpe4vxzIxgJFqwOrVMaK2Fi4gWbYu3laZ2OsnlsnjztqaZRKbIlnWJrcuyZ8A9Sis2GSnuPcfZRMLdW2skO6FoBiBkClN6nrdqeksie9snVe0Wz8vLVmmgWgDPkGQimBGmYlbLJH69emtAdHUoMwXpzZlrrXNCvWVw7WKekXn1KDDRTLmsS78RszxYZDK9srq71pKQpaVApkkBPC9rKeWhnNImnu2nlxe29WGqClQ3zZgKfo/5N58u12SAM8zEymbVUKCqaqKBMBHPvualyNaEfCNsIOMQGzDbsMhN4lT1/UN991Cf3p2/+/Gbhx+++e7H7/7u93+niswezNFpr//rJzggbtz+h2K6gcYupkZ4wW6NbS99VYu747BLrNHi+SqCjfr3jUB6tZy26sxXvHqtx70JJWwHd+f1rr47s+p9c7URzHHrH+JINTQ6DwdUHGM/2NPhhvNL15C22M9RB3MH65lpauN5D2HzapF8LcZzSMVtM+yZJOOc3k333R0eYuZmWke/4TDU1jnPv+ZwfHvmt+Mc5+tYVTnQ+Yyxn18b0vi+RbQMZ3aSxBbumbaVkW96QWREL+nPNIes0lpkTgIs18BuxzBSxKbpdL1ef/7bT/P5VOeCDBHbNFwosneUVZFX8ePutdbejE6qoQVCVU3S3ZEhEJ6ifcj8n9+f/x/fTnL59GVpyjK31R6mD3V6PE95bqj4ydf/T+h/K0+mZ6tF0CLcPa2cMi+RV8C0iNGWXEEV0VJENSNinufr9WpWvTWgF+JpZEK7vixdCIkqaK0tp9M0rF3r09Wnorf4AHSaJjXCWhXNdDBrtWkqydxqUkuZaoEkJQQSnrKlxrioWtGkApmSIjJNc/Nnbv4NmBYRy8yINk2T7oz6ZgaxUsTde+DdN/YzApqZi3sViaBxawHcWhOxWk7UtiyNnTq0G6yandy6vwDonieWKWa2Lm7GeT6ZFffm7lak93bqeRD75hISHuueqhDufjqdaBERsXTZPCGlramKiNQiimitlamqqpk1aZlY17WeH8yEMrXwFmkGEQVkWb2Y1FqCwmgRnErNTHDLcMlUb+3h4aGUAriEpFNLUdNl9QgvFTR7WddH0XCsy6WeH3ya2nkuU1mvlwlFMkzy+6K/eVn/FgygphUrIsKOM3svHIMkRGEEBaWIlK4qUA8pCEAgRXRLmGao8XwqH57mx4fpw4fH73/7w7u//+H9h6eHx9OyLFCptYJAviISBvnBNzbBoYIIs7MuQERUdO8SIHmjavfjdVCgb0E/zCoHBIs9p633PTpOdKCNmREYzKQRXe919OGmXpPUA/c/HvHtDrQPPDwGf4DkiL2yl/DHnth95Hbvk3YDnkVUwx0D6dBr0jd9m4ROsMjk3rR0lDoiG7Hr1r/nthGe7uJtHB8H/r7xVMfWGiXiKG/eWkt2a68cy+LIC8SbSM94m+NcHxN6DLg7x3XnSig7rdM477gVbKoqQiWq2oqdsTR213lPA01xDwFMFMoUROP6+fr80na3rEzzejpPhjydyun01DdJbz6MZHaw7WnZ3Z+j7IXE7i76uiAKdLVlXdvT/EOmX3gx2CPPZ7/8j9/M/8sTnjKeL7MtluLnp/IOicdcz42B67X8F/Kv7+c21+ldxel0vbaEBS/Rlvk0uxuu7p7rSvfy8rKezzMhYirwHksnxSW4OcoZEsmYTlMCalOtczCX5cKCcp7bmh4WqbXM0zRdl8/EMs3MhK+VXNUIA3SS6PCY5UFR0qwyIRSUSKSkRtKj9fSDJJhclhak1dq7LJtJ82swJ6sCc/cWbZ4LUspkWvYOmujJVZIZZKh255WkRykFyEjOZmZWaxXIujZVNSkUNF/nWqyqpVHDVJOM4DQ9qBRvPSIIAFRrzctUmViWy+Pj495JpESAWSIupRT3AKhaMlt4AMqEe/ZU7wgC5i1JW3NFkOlmRglPX1tUnpGiQjMIM5ozkMJSastUld5BV0TdvacDCtMbQahKujJTMs2MBhGN9OZtKqXR53qCzmvGSer1utZJSglkLNfLqc5GXa8LIqb5tCyLWjl/+/3Ly/On52i5fPdYVfIp6vfT5Z8/XbQ+FRX0yVWY1QQPojcNTsjAhvY92cuRxZSxGqRKIVG0gICmZD5O5duH8+Pj+fzt44///R8//P63798/zPOcB7dm9jrFrWwG6K6tV3TiUAh/gIxpjQiFijAje02xdHIKSW6x/x3Qe8JIbM+b7AUAeoDyiFEFr5+Qrylzr6r59i17YfKBP2aGSFXVgdlSVRk7/8KR3Isb7xnfRLBexzP4AHlrJxz1kcdvj8/7YbexpVfvgt0xXssbI+aA2p3Q+94TNf45Col8E6G5syHGn9+dE8NL9tcO66/i5Dj4kCIyGL9yy8k2vu5CbZtH/1bmv5VM//b72zc3yhEjhVDr+f2CFO/MwSDJyORWqxVEVsU0lWmaitnq4Z+vqnj39PD4eJ5OteOjRvE1IhpgPdZCBmhFe4bYPquSYiogVKpOpDCjlLI483mdtPyp4t+/f/zmFM+fnz83L9N0LjKf21M9e9UW+rfP17+E/+vZ1vp+fvfeTFtrGyaytzYpIgErGnF5ecmwZbmYSZ2m7nlcw+t06tWavQM0uS2nWivENLdmKXhVaHI7fstvtmmqqhrZ4+QmIhQUM1DEJUXMzEoRhUv2yg4QvT1PRIhAex1PorfNLqX0vHftbDY9PaQ/i72dIFTcXw1fkkfYn0KrWmtlNneaiRWVzhS7F9KT7OlwpZREmJlqBAlmEISs6wq2HjcaV3gHAVJ6N/RtuVIpAUjElpymqhmHJgf3flNm9roGMrFe17A4nSYRiUh3B5tqzUxvAYl+4wQkoRGZWFtzd9ki+BrMjeKazcw6h1oISe9xINLW1jJ4MoVQFHQuy2JTFZiCter10iabp1Kvl2dmTPOptVbrXB+mzx8/fVw+O4rZ6fRk81+vv31497Tgi6/J3hJLqVRVEwlkZnYzPzMNG71bf1WR3ubEoKqKZOlWgmA6nZ4e6vxo3/72w+//9Ic//ft/ePjwCNw0Unm1CSJkLxo74OgOl4De/kGJvZeY3DTJ3IDlzc83iH+l7bYBJjdRlzf8xbsT6M0YdkrTGxNHVYnNRrEdMH9VY36jN99B+nFHHDrRxNci6PLGKsAtTu5vxmMEQOme4rEJwiEJx3s7Pnwrou7ej1JnjFOJDB1k38zmV0f/1ZPjzeu4z7tI2jHmt3dxiLFRQN48if3kus9DHz8Gb+YhgW5WQNdHTFNwPLYARWiijmTCybZhRE9ToRpPpTyc6vv3D+eHmYzLC58/f1kWT39uLc6PU6kyzcWXdN0CSKqdjqTj49Z95HDL9rE5xDAZcvUF55JXfXD+7oH/6Zvpd5Pa9bJ8uTr1dNJ6ytO7knN9fvEvjf/nyn+p9vPDg87Tg6mqXq9X5pHX0D3jFrEszWGaLVUBSypFISje3HrNq8Bq7xUbMC1moprJ5JZAAaCUYlpXWbuEKKWIqdViEzuHuJYCFpLsOVowqqiomALw3eAOMsiIXMMXbyqsImJ6hCRFWaYqQisa2QmnexBlq7bxCFEmWcy6u1xUoQlIxjDDKgRLKdM0qSI7OKoyJfNVH3R3VVCJfA0FR0SsXZCUrb+lbbKkvzpVkqpmBBg9VTqc3vpVsCuSCoS7Z049ErOuaycMZSCCiDBltzszsMa6iXmBmUCKSIQzkYXanTZJYYZAAWYiMrO7kmsqgWRD1/FdRAjpwaq2eq1uJs07W0TJzDrVdXEArTWUmgEyEsxka62ttYVf8yLnH+u7bz6Xl/dt/Q7zg8kFkE7x3fUECJNKqGhjdxsYhDggpftqGQqqggylCNKACjyc9P2H049//90f/90f/u6Pv/vwmw80Cu3YIyM+bA9Ob4yPG+0+pRcA9J9s3G63/v8DGUa8YjdiqNh56NEjk3oDgDxKKn8FJEe06abPcSOqGnilaLmDpjuxcQDm3QFvrzLOwCHSvvorDELukBeDVHsVK/3v0tV/vMHo7nPvHK4jat+JhNfT3VzmPsDDWyfl+O3dfY4nHKfm7v6Pg+9sFxmlxe2rn3DMW78Lo72OdviJDjRHkanDmb96lb4IrAOouEFEkPmalZ5gUjy6L4EZPpk9nubHU318nL//4cPD+1Nryy9/Xtfr0lHt5dPler2Wgulcis0AdLd1RATQzI2ywcp2C913rCIRUUJL0SuJLMWnH2f8x8f4uw+Q9bJ8WmXFu1kezzm/1+mxPpfpz4v/kvbf5tPfziU/PDw+ldNcmAynqrRlERESvbQogsvSHh7e/XT5OD/Mj08PdVZRhgvUVo91XWEqZiBhXqZaa4Ga+5oCs8KgkNobjKYAUkqhMhAUqXPRqgKrZeYWJnVYMrNM1gP4nYayiwRFEfTmLqlSulGiqphVYFBaKdNUyFCFe6oWESObiJRSw9kbh76KKxGzSnYOFU7TRHJd19Y8U8QwnaqI9ORDd48Isde9J0VVxNbeFlr6SuiqwitvBaAoIhZOhQnMm+cEFd2J3UK1RsSWGL77W/pD95beMpzr6u5eq2BLqFNSWwuA3YccLdsSSMmIea6lFLC4N83m07zrV4JexrzFtI3izC6SVKER2x6J66pS1GpmLm3VRedTxWZDJFacpsnXl7lMy9U1dZqmoLfWKNZa+xifbZ7ku2/qNz/44/yXv34uiarxXvFFp9wNBFUF0fskVSuSNIhar2/bVPsErWeU6tEAkEVRVD7M9fHd6cfff/sf/od//P0//G5+OKe08CxaD0CQ3VeRA2vOqJhucETd3Vdfr24ZkU1V8xYq9yNuDhthRIZK/yMIyt1PdXe5naBSx/NgYKo+nG9dwRpSKr6Crnc3IrctsN8e+W+fYZQCo1DoZYoYxc8dhr6d/bfXeHvht6PRHcf1sEVuj/y3JfPbl94+g9x5SA8pKENGyvhEOUTMxhu8k/zj3R1azzGJr7J5j3Xp7XS/nr+aqHa7XhXFpBRdW6pqY1u8LRFLZIMrtJo9TXWapofZRFKFkMx0Ty/GSWlTVfYCjtbcs3k5S7WyC9GusaYze9+xrnoToVRVWK0RKxHlVH1tusq3Wf7+lH86X2dKLkAUsTyd88M3Oj3OV/Ivv7z865IfT/OXc+FD0UezKtWihfWMvpfr9enhIZzhEZEQFS2RbOEPp3k+TzC01pbVT6fT2q7OrNMEFVM7mUJUi3pmixRRLTXYKJgmCyKCnilFel5fT1EIZlfBlT3V2gjaVFRVO2mpRREVkUju6e2qUswgpqpFhKoinfpsslqrO3sPN9ken3TdP5iqxUxI2RF862vZV4jWkpnuntnjINwetE7reo3IFq5pvSX20tpsnY0bCSKzi3CBiWY4N+rmnpgfCFJUVEuvp+krtGe+TXUaM4h6NXFGwtCH2vOeSe5SzSWlsy+aCQmFBZBOpzNUkSZASnqEUK6rWW+5qwCZkkSvyRfRZM8AkIAwIyh1Us8Q4WQFgHter4vW0rd+BDP98rKAmtCAF6JM1aARrkqFXq/rhw/v5N1jnufLxb98jirl8UEfX4gLMt3MtgZlmSCRTEnbCjeJLXOsT590g6XT9aqwFK3VapGnd/MPv/3mj//wh9//w+/ef/ehz1kthXm/5ceIteyFnG8x6g7odnA7IPMmmP01fNuQaohY34Su9/OqyEai2j18xCvIUHoy3atVgFfQlm1OGMeCObDxq6h+QNx4wuNP3CLqV3/+1ckZJ3A4w9YBsq/SjZtS9uPGIA1uvWdvrz0OEV97VK+P5/+PY/4vX+Opjoctw2t8GOP5vyr2b5/ZKzlQv9KhuWyxgcEbizGC9lZUJyFJyWDQg6RJ5/bXYF6jrYGGJKSonMs0QTR8vaYZ6mTeeL3kZVnapUUE0kRZ1TIhQRFr19RZrKhuvEmayUiQ2J0VAnafstBZVZ1rQHP1d7j+w8R/fMT3JxQXXxp0srPNH9ROGlI+fVk/f8QviY+T8MPD9z9+sEdILs17iQgzGUGxqtkV/SRZyvT500sPvgci1ni5LGZVTNlUtJxOD3tbMA2CPZ1JxXTCbtfO87wuOBxxWkSKEWYaIp0cwUkYDGSAp9MEoHM7mIhar5eK1kJgDPZWA2adobzvS+kGvW4VUZmBUno1vTBlWZt7TtMkpTCyuwG5OTYF0Gk6FSlk9CXQVm8t+gnNREyZ0e2VnkKl5LI0pkekt06zqJ3SUaiZjZ2dWksXIYmtIAno3DadlI17ZRUN4hFM0tBzTjK0Z99xM3e3yoyqtsbaVp+mqbvCRNRMkF2yZltD1TMhYpERQRGTJKk7j/Em/0BNJlsyRWQziozWN0HL8PCkxJry4ltYQ1KEX758eXx8Wlrr+YTL0qZTVZWMnKZp4XJZrg/zt0uuXBadHv6ajrNO06TPznSrJoB7kiKqAnpGLT2VaYsjUqBHgu424qylVNVieT5N7749/+Hf/e7v//S7x/ePJKFbkdABzYdZcDAOj/hw6K+q2st0GK+7HoduKjdQsP3qV4Bed3593r5eHTMp0amevhZT2TkOSH6lCqXHvTIT+SpUcueM5ps60FeRNtzRkWw1CjT0/uLDSMYRvh2n7DWzb0NZALbE634WfeO/O6y/u7kb5Qdu5cp4S+OR40/eyqG7g8fR313o7cqQN6VP45oYb+fu5OMnd9PHwwEx3PL4mLfAz+ipG+49+/I0VVUylNlP5u5La0uEQ8S0qjxYOanVYu5+bc3MUqK1LyHeWpOVIiL0DALaWsuEh0ulqjO2rhDMTeG9ZgA4ZamTqooQGRmZUjJAXXFa/e/n/F++mX7/oGYzFjIXLS/z2ew0f2n89LL863P+GeUnxE/X63S1xzxX1AhdLoxYI1JV53mOyNXd+8DCPWUNn8+n0+m0+rJcG6mnh3MP3vTAj5LhmRlqSqGYzjZDp+XaPHM+zVqNV++zPU1lOk1p4i1KqdCiJacJItp76hSoGLp8zUw2KklKhnbyrj3ZUBQGakb2uMYWKO6RYWf3vAEKKo8wuwhTCA0PMyM6wT5ERLcsUmzMm/nKre4Zx2qMCCp76Lf3yBaxcI9IVcbazKyU2l2mR8DZ3ffkRpJc1xXA7jaBLysHHvfXJZqpQLaUrcBSfA1Vhd2QJWbCRJASTkiIkEKsIqYUeFKdRZDcbKlM6m5b9+mKYMGWBwzk9bqUUmwrqHZA2xoqoZYiUtXUJCJbRiYIXdeVGlJYSgl3lJnky5dnaDmdJyuTfXvOZ3xcL1Hr00MVF1ULJ17317hP9+Zm0iuqhaQRBp2szKdaDdOk3//wzZ/+w9//6d//8ZsfflOmKSJUK5GdUnoEnzGzqQu3488RbQCIJsBuFw5o9qs02Pcv6UUFu6xCHCifOwFNDi6+UUt+Pcc+G3do1mswjq+OsMIYq/6113iJQ0odv3p9fxvmuBsAboH9LYbfoX05bvL47vjllnkyDGuUKMdTGazIm9sYx/3Vb8fbG/+8u8qhm7x9JLKnmd+d+RCfb6f4bYLHOIPH1V8nbp+czDy6GR4zNo7wdU5LmaaudBaznpcZy7K0cAcdmMxOpVTRkmyREfBAYy7PK79ci2KukxU1s3W5uK+qSqEWc2YGl2XxHXx6NYxqjxI3MohaTc1MAQWWcEI09T31j2f8u3d81HZdZi7tweTxlKquXn9e+C8r/+z4P0/zcnoq1cpszsxllZSMaVk+dbKZcjpfL5fl2lS7X6u11qZ6KsXqZJcvbV3Xd++/PZ1Omfnw8HC5XIJED0eZekZmiIjYJFsQpT08nrpHKxIArKhNpqJr64U3mZlaVbX09b9P9bZDPAMrREx6GW4igr2csxgg4e7TXA7Pfk85I1m0RKa7d8JmETEtqhYRqtZ7TnNXHrcNScnM1hpTI0Jgip5zlapaShGRloHMUnpOKgE1LeTa3Sg5rKiIyNw7+jQXVWzepgynwPS09bhblkVEOqlS7z3XFSD3Hkxq3QgTETLMLNNrNeltAFt4C60aEasHkF0BgjdFicwWrgu2BOQtYxMwVSnBRURJZjCQUjv06eXlpU4+TVY29EdEegCxmpkVEZVa6/V6nafHtSUz1eS6LNYWDcnS+6Pm5fOnB/2NPNSV+fj48PHTp2eXaVbMj8uytmwi2hPBnVTrm44Hu0ffdxQw1yLlNOnjND2eJ7V8eH/+h3/83T/+p//4zXfvpWhmMqW3nAJp9hrVHpFxx40bxHurHEOyz8OBcqOw73glX/Pw9zQ5UjOTiONXOQxA5ZUYbIxM32KjHYM8MF0Emambg082c/XfjGuMYHvMhuz9hPobGWJReCMCDsH59pxv5dkd8Bb9mtDupz465ewBWOvSb2Ma2b2YNoybe9zsCIwfM7hp69xSFe/cWW9vCbdJAfkmtfxOsB8j/+oYDoFxnOdoQCeDkXgnwLrMi70D0LGAMrO3n+KwvPoCQjGFPdTzeT79ZD+vWG06xyU87eJsgBkm5AyWBCmZawOvDITMUAnShEU0w4CKsiYy1KpK5axgx7vIjR67LwhDZCTYoukaKBWRIuYiIdO6tnP6O80/Pp4f5Srp9Ky1Wi1QKSyXZfqJ9t+M/5T+C/RU9OH9aXowLVJTAbzEc5+kdfVa65fP1z45fSbNyjxPqny5rNcXU3uqUyEWEp4mVlZ3M0WxiEggYSBmq8vqS1unOplOy7JQyuori4a61hoZKPRrSTplPZ/P4YpUMjx8s4MUl+U6zzNTIhiIFiKJTlBJic1HjhA9CRK6JJmBSCVKUh35vKwEBdFIURFTby5iCSytlVK0lMjsKU/XWEW1BZgspfS4NyDc2x6SFAqlNzkr6/oisFAxs9acdKvl+eXlYX7ci34kkxHZadxa9DYZFusSEtRaUZTaEAK0dRXAzLwloGaqYHiUomBkRLHJ10A6FNNU3S/uUVAz0dsbZojVqWf7u3PWUqSitQW9Kyh7XhYJhjDhTTewk5aZnbF09cjUcMkiKFWU3lytRoSViq5qUAUFJFSIq1YB1GjVxNnWWE5z4eWa6/TlutSST09Pp3ff/tNffpp/86iMuoYqINIany+rmdk2tBRRJapZrZbpmaEqU7G5ltNkj4/FSpzfn3/3p9/+6R//+O6Hh3oqva6LO4+4WsludoC9YBQdoJhIiHI0hkYgHoC++xjZa7kOmhzuUCD7YYfjKyLklZHEk6+5ALqX5weZpClFRA2gkXJg+AZ9EBHxeBVdA9CLAT3REcJDjHUQ267Vty2Q0Qd60yLvONtUa/etb57qvQJnxNv9Xl618ANyj/uSNw6q7UgGjoYLR7bf8epqp+4vvLEPXk/3RtwdWH9IwkPoHU/0/kHeyrzx86/aJaNcvbvueOnjKhzMyXEk4yM8DKNxADwE7XDmr5pW/eDIUBEx7Yn5RQ2AiXqsQBbRSe2kZYJqIjNXRGNPjcNWOr01dS4UoSShEHFCgkL2iLuIkk1SszeeBRPd743sBR2SFKpqgtXFGA/Kb2o1c0dWUSXMapbyLPrXxf/56v9i5XOZp9Pc7+7h4eE0Fb9e2rKKSBAm6D0095Y6lr0A1gzI8+Pjx3/5y5fn9dtv34uwNWeaJyNiKwsHegTFTESs9+cupdZ5ElNfnLBSFW4ZaM0hoqoNFIFoEbz6yg+lcnN2+R6toKyXq2oxq6omoqUU8kgceCXs6C+IZEbZC26QhCCaRwskhDDVzp6iav3Hzb1oYY+E93wBicMy7sH/w1LflkT4QXixaV3JXtnT92dEdJ5wM/NwQBGZCfdc1zUiVGO869wKhl51r8zsoKOyNUg0KVuRyeY663yA1NLHJimISM2oqh2jslMIbj8BEF2737Qx2RqIDeiD7K19ZKvZYs+JCKaiR92OqxPSa5NEOM8zABLFpjXh7iW2EpwPH97XWj3bsjRRXT2WZVHSADFVIbSYWenOrwyJqIpTLXPVp6eHOsl8Kk/fnv/wj3/44fc/vvvwtJe9v3ostj0+eq92QLBeYA/t93J8rgNzDHZV+FCOdW99O0JfRPRLj3g1AsvxeWTK23gMDyOMx0hGxDveH2frn+/jTNwWrsq9oAKEyTz6RIxn456uxV/xTh2XO36bQxbY3VAP7B3NiT79rxbo3S9H/D3u6rAA7h7kmFZxh9T9w7fnPJhfR4E0PoO3c/1rr+MS43PFMKpRDt09/vESx9iOqRh9prJfZTv+a27N/XIqxayWImaQ6xokiAQwiZ20nLQUwDPdY5H0JACDEFQ1VWVkCwWYLTMzCGanM2Ami1qXB1vvY0HK3lGL2kSYVMnuo0jIyXVi+80Dv1FKyCr6DiwCpiy0Sy1/C/6X5eWfAX/3+LtTnc6zlIyIZQm2XFfv7qZQrdPJfTGt7IlWEZEajKlOJD7+8gKZa51sKq0lxCJaJGpR3aLf3XteOub2JjG97CaI3VFl0K5OauYW8y9lElO2QC86SaqV3hWo2oREOoEdKyOT0YHSM4DuMdhdGUpGb/qXFEQSEIFF9iZJ0lp0s7IvlUOikCCZnlm2/caUzGSTzCzldS1JL9pIyUBS3BsptU4GiR41ItJ7GyGkB20DrwBaC0P2izK2Ityt7if2Hs+d6xmISFENpkB7JxUlIOpBtR52EpKR0WWAiFjpCX6CEJJZkZawzWMpnRBBrDM2cUt72IcA+GsSYEmyRRanquyMgx03MwOpEIFHU4UQW300BLRpqsuykBSxWo3hy0sup5NUPL57gClWpuQpan2WYpIFRZAZkKRor5WpppMSBhM5zXqa7fGxnN6d3n/34bd/+PHv/vF3D0/nzVWTW+v5Q78kebt9d3Ta88lA6VGZETFG0BhhsH8dR9bM3vRzRJ4RDA+LYXMe3rht+ievaylxD57bH/kVtX5/7RvtTTjjVYrcat4jTo6nHdEbe/BiFOT9837Lx0XfBjgOM+gYVeRu/cgeU71/GEPWx4jvd+PDkD1yJ8DuhMcolg7Snbt7vksIkeE14Pvr/Y93Oz5jGYgfxvGPltw4xeMKO0413u+o/pDE4Xe+PdhMwSyTPb5/99d/+atqibZKUlUNUoEZagkKG3JBNJKgiZoqdqLXiLiu7FsngoQ0YqVDc1m9qPXQznZlQkQSob21VpBKVRQho4nMiXiS+MPJZq7r6mIwwEQD+Nz8s5ZPdb4+IFIwlWtbzu/PNpdMRDLdl9XXdZ2mkpGZSIqYIrbKElBaW87n89/++vPLpf32t9/X01RKJzSwXiKqZTIrmU1k46gXUQ9v7iISPQQS7GdWApY9I+CothGUTpAgqmomWWqt2/ohoufjSSqs13P08EmS69JQqKVum8e2NfCqXgStd8GkqFgyszk9VA0kIsM9giw8qhYyU1LAzqDzGqFV1S1TGUY6t0b1W8tKSXba6J60pZMCaC0yUSikZEasK1NSta9xsjONbqHmzYKxktH9++q+WJmwlRDxGMa6rlvyRQKUPm0kzRSQ1blPEcI5TWKmndGg55GLKCnhJFNKScZrIii2DOBJS9LDsVqUQuxeGtIEelRGrKv3IuKInjaVqhqRmQQ1M6VzpC6+Pl9O30yPHx6bZ2omaC06ZdhsBUDt5uxcilrRLCrVRFCmqTy9ezg/lG9++Pb7v/vxh7//7eM3T9P51LJlxKxTFwaHqNBePcutOeMrsELkJvPNNmKIIQZzh0XHadmdb1+DjgNh+udjEj+Ao/dA7u1++h5BHgB7eIO2A3ArUe4AWY5C1gH6bkTB7etORN2B9iGfxkV+d2kMmPz2/ONXbyencAt2vZog/8YoRaSrqK9oPsRmxorO41fHhcd/uVfpj8ffyZjxJMe83EWAxh/ejb/f9l3oT26VkbsrYog2HZEhDKvnTln46lAVApEyT0/v3mWmCarZAi/gDC1qPXeoEVfmBZv3snvDhEgQ7HDs2r0iQJINcCATC2CZFmmd6xci7AgTKkeVTJRNr+o2Rfthln94PEGaN3/Q2aookVav2X5a149TKU/nb2rBPJteA1G19Cys5+sSntBCtUhe1mVdD94XikgLJhnJf/3LL6rl9PhQJvPIpG7DwvbgtrYL0MxuSHSzuZcTbfu3K0mZYBoKSikrQikk1sUjoreJE+l5FWhtVUgEI0I3Tye2koJSegceOmyWgLSMalWlwNLMwnuiVwKKV99sZxTYvAJdePTFUEoxg8G4EfCA0ZPiZJqmcftFhO/ZCundqOoev+3faCmz7Z/EljSR9NYdOAZQxPqvTDZard6aAcIMdj09oydiKRNiKoJu8bhnKcFXLmQx69JaDnUrA8Eti09EzLRbSCoFhm7Ydatu23rxqthmdq+bZqa2A52pECZCksHeNyCTGegNW9d1zcxabV3XPioy3RcARvV17YQVLRoZDw8Pvm40/EVF2LvBQtlOVed5KhVWYCYP7x6+/fbbH//4ww+//fHdb96X0+zZIpqQVe0QGBjQ84hqYwDWEfr2H3UT8zU5bfjqFWpfAx63eYlvwQe7kDtOuBlnwKFpb0frRmWt8ir22PtMArgtn7+DygOXxtrEO7X7uP44D3fyo9/RiJzH/f7ape919NsIyM1PTNHLTt8OSAYv3oj+Ry4Qbz8/BnEXwH8rAI77PFylxyjv/rwbw93Ejc9+PGCc0DtRpIO9Ms7ReFi+SeEYw1R3n9+dYV8fYTAzO5/PZlrMaoUsrkxTmIqpIBnMhmzIQlZoYS8OYvZIAYi9lDbRncN0MCEJccAohUkxCHtI1gWqvSQgHASqEhpi4efiv5/tx7l4XlQxdwd/sSAadC16EV7ZSi0PT5OaWa19i/rql5dFRMtU2xqAhDPItfmpThFsbc3ENM2Xl7he8un9BzUX0et16XaA905aFI++cyQcmallC8kOFmppre3kNyBRaEwKV9VJRNxfE2FIcXdQ18U7t9XWvnfDRyFfXfb9PUn3LIVO6EYcwF6a11nONhtFgM00776X7g/ZMLe34dk0JyK3DDExq2bd/UUA7h7s0SBF8FW3iy1ecmRsK6ynQnT6sU4bKiIiRkYyJUWVnbucZCR7B6ik6Jb7K6o4xENkAtr72m7qEAiISmlx2SFGMyMTIN29tR6/EQAZcESKBBlgMDdfREqE77mOAJDYYqJOSmwNPz07zzOCLlJLMRGLSILnc+ndUTOTGfM8q5SI5s2LVoMuz8vl8cUlKVJsghrJyRSn2Yjr9cUUanKuOs9aTzidyuOHx6dv3v/w2x+///7783eP54cHKCN8Da9qIqa4CRaMWLEBC9EF+dFk9mabwzor6AgFInIk3dyJJewuONnrfsa4sogwU1QFkq9sQQdMfcWaEZHM0VxQkfu2QyPQ3cFaHsYKVXoYbyhx7a9jTt6e861k+opAvTUt8EYm6d4BRPdi/P5nP/XmkedwxhHxx0nvkLS7eLcJ43DhO+E53t7xDI7DdiL9r5g+b89zLJ2vJlGM9zxai6NUuJviUVyN88hDebl1040m593w7seThELNTg/n9+/fry9/EyEMVS31YPhIJDUohAqsK/MkBJ6ZIqo6qZaiQEbb/DcJhFDYjfMeF86NkZsEeuxnm2lPKm2CnpG/r/KHkz2ofF4xnYxKqAbkeW0XYJ1OTetCn9RKKVZUSy9eyWVZexrWer3OtfQnXkptzZ2AKRoSoNjPH1/EpofHM9Q92LqejgBgWpPMCHcX0U2VDM3eT9tKa0t20MyMbCITtsLATgDaM8oKeZUtfxLeEimlaLjTaimmhWRS0moniWB4ArCivbcCqB333V1S2uoRdM9wthal9OB51/qp1tUL7T6x/r7fTkTrSQqd2I18Lco7dkrvxoA9x6GTKIvYTuyCpHjLUgrEeqWqqkB6AWkb17yYUOARJgXYRhURvZBzX8Y9LJTdx9UJN9wd6JkXzBAtCKeAqmIiPrjN2xqiUcRADSA8jb1YSSE5OKO6h3AoBxEBGe4opbBslfZg0hnhqqZ1mwQggipFimTCipIJTVVEZm+6JiLr5Wqnenp8PM0Pnz59yfT5NJ2tsjWkvPv2/Ph4Pj/NT08PTx+evvn23Ydv38+PD3We5vkcExucwcnKg1kvlWuR1V5Tsw4c1C37+dBuQUluqWg2AkLXAkdTQ/bXBvHDhHB3wW1QMOYr3wKsHFP6iif3sqQf2H3Oe32YDcrx5kPYL7i54m/FZx+Gcc/r3pTa7q3fcXj8yR1m3mG7vDEPDqh8FQ23mW9vMXOYAJQN1kUOwB0h9RA/PaR2zD6wtc/rn3TN/avQfFjruJWQR4Zb7kkNd78dzY636X3HbYznH1eGyO1W2c/59rDjJBx4n17H0w8YFtzb2RzHVs2SomYPDw/f/ubD3/78VyLNpBT1hIkqEUlEGlF7hxrRSu2OBiaj53yXUquRsXrrV+3pbZOoiCgSyUQ0IEkTgjUZCgDKTv+OCilPmr+v+K4qkpqcrLiGii3hS/Al4iPl5cnK49P09BCi51lbxHVZMvN6vZKEllINzHVdVUNVW4t19dPpJFaLhXt++Xyp5VynqdRYY1U9tdZ2ypbNbm4tVMpudpADPUmH622ZlULPTMjGzBiytTLaIL4tHkGhmkoGsOuDmelMSfZ2nLKRYSsZIpsTA9Rw9ubl7hHecxCiVuuWRxcqyVTdGycGwomySaB1XXtSWeYrNHdpvfMs9CQFsFeSJgMd9Y6MO/Rtr9ojIimimUlBRLh7rfNQB8KNkk47gDLTSYkIiGamSt2X+r5nYWbWfNGdyzIzATnQStUAB9AzWdxpRWDgzrPZB/NKyM8jfVZ2SSxEAj2l4ZV6WWCZAQEFmekZPQlCgbZGrRXQiLVOha9UWNpZvetcuJfxR4RCiqKaKrNFnM76xz/8+Ps//v7Db3/z8Hiup1qr1blQheydCVUV9E7AClWlWCmluyP7jj6kharGjkg9Q/rQv49C4Fck5MaKJEN1al+0x9mw++h6ICPJXvdzaNgjKL+i7wC2hwgZMJoi6CrFLtqOXIbd5B0GgKE6RfZ6Hdntv8Nu2i7XmZnQm4bgbpAHoB2IdxxzgOr4k2NmRki8GxLexL3Qu53eXWwcAQYn41fQ/LAMVLEzLh+/PWSP7gU0x80cn+A22fwY+iEMDl/tMZIjE0l2g7r/cMxZGEXCMXgMQntcQ8fE3a2SYxCjO+7uLo6H3cfj7s19miZmzg/z9O7R5npyXa6fV+UEr1IAWzyklEgvsq1XFSXRwgEpoGQK0qQSImJOT4EJkBB4paiAgAsCWACmnqWtkDNMNCYmpV61Tbl8Z/m7x/L4IC/yXE6z5tTM/nVSl/LTy/Iz6mfX50uzcyoIycXVneHiEZdlNdGq4JprtAiXUpZrtpUier14rRWOn395ETGtvbSpELW1TAeQAOtk0RKpRUoEA51WTPustjUy1JuoErRaKsmWKeKqpdMcpPB6fenhRSYidW0eucznU0fjaZpEqqq1axMo6apqpcfCRKQoNTJJZIta59YtSo/wbM3PPLfWdo8KABxJ3ktrAVI1AybKSMHc1lAVpnZBkh7RnHw1RzJTKLG6M5prf2yM6G4xX9OsdlOmEyZJQjt3NAFo78NtVr3F6mEapPT20qpgIDwUQjOgJL01AYsoSCmlNF8ACNUbxERloni7LApDaiBJr2rUzIT2nqvKhGaGwCDSC29bRm9Z21FPdbNcoYfQFVLU5shcWj5YSe89lxQszTlNAuB6Xed5jliDOc8VBFMomelW7DTN6+qtIBinBr3G/E4jVp1reXqaZF5//ijI78/T7757983/8NtvfvPhZLOwMLxoukQDWYotK1VFare1AJgQuSa5T/VNUEBgkPugDgA1HAjU9zgRmRwhYgSrQ4U6/sSgl5N0JgVKZCZIqDrv/flk9xbcgOFx0f2Vh1oDgOwl2F1L7of1+3odPAEiAEjPVBlCCT1KytzE7Z3IOf48vE2HpjV6sI6D+/QeeHvc2p1nb3zfRUg5QPluBCN2v/3x8ecoG18he7+BUVSOxxzYjTevtxL1ba7aOEcYnvRXz3b31SjYMEi7UXTLrYE1/vCYhLtzHk+xmG02FPP9hw9aS6041WktiVqraVJUJUgiya0pb4IEKEjAoIJNEd6uCySRkMTOs0gIxMBGOJLABVBIARU0CJlGPEB+U/T70+NU8oJENVG9ZrRr/mu068PpxablpV2vy+wPYkWBcG+ttdbcQ6iiJinuvl49M6JYdvJjMDzamtlyeV4TpZRqWjvbXVKPBsORubpnUlApSGcyZEtUobu79xSBGyOyT2kEmRrei0eOPIUMTxHLvPe+MtHcD8MF4wYIZvOAqYZ7pken2FEIXhuiSMaRRLO5TSKSngEV+Fanl9nzAo4lEUFoR7eNFg9gzx9h59/L3rMRQj0KlPdXZnoETAWbJ1XI7OpZbmQQvmupuls5WwiWGxcDOtXQvjIFlN76pZt93PPiulNwmLTu+LLRkjuQOjNrNfK1a5qI9ALLvrW7g7I3Wo0wEUluOVsi0j2Q3Is9adpakKka01Q6MpptemOncF3Xdblc7TSdq0qaN7fJJj2/L/IO+HBdTalM92uAaaaJKUU824b+EJEI2Z1sX0m+xdtGMLeI2e93+PbrbrEDWw4AGUXR8RN97RX3FaQdLzp66u4OG0+4n4oHJsnWETXZaxFG1Op9QcjdCrqJ7vA2kXo8YEPd4aIjML59HRe9EzZ3rKF3N/XKeL35qQcnmNwaX18d5XjG45bGofyamBmfxPj5IbHubuZ4cxQM3Q1JBpnEX0kQHA/DoGuMI78L+dy5DXH7/O7gT45wN+AST99+sHnKKx9O83VpSFFRSZiZpwOgSO3tTIggX3P8U9KjoYlIR24nnEhwghA0WG/06NgI6BbCwArqFkXPKfFO7Meq75Qu0cwAa2ZfpvJ8aX+x+jMZ81Smh/NydYG7P5bp0pqv0Xs8A1ApJNwzHO7dk9ERTyIiwmPJZYk6T9N0MpsymicFmszeQ09Sm0ePiXjr4fcU257ysqyttVImbM5b9DY23JKykhSEZqKDWEaGg5T0Xshih1Mog5nZWiul1IrOjtPhlonMbC1EvOiWujaugf0pS08fICkCspPHZQSRjq2bXRc/SQKdnTPTW0KJvbltP1umbY02UpB7ef2bfYgdDWFKikKz/1lEtQBrLyrO2BZ5ilDiqKvvGcy97l56AnkXKgInNTOsw4kgmegZE687I4JWRNib1vex9ftHb3MwTUXEPL2TYPZxi3RNaNsgmfCMFtQ+abt6ty7esbtTQ0UwIkVTJea5MhWA9bazLVQoUpgZazufH6qJnGpLSGul4cwsX77If/lnFuY3H7KeoKZJRpoIu/k87MFDNoiIDBGIG4GhN+bFgR79D7yqyF9Xbe/gpcfVj6d5/OQGMN+c50C5znF2/ERVRW5+ewfFx58j0u6Svq/qm6zdbY29XvTG2Lob6oFsx5zIr+j3x2uMjxzDGCf8kF7bFuji5zWT8jajepRyI77fDeK42J3QO2yLt1Lk5jEPd/v2zLh9xndwf5z/+ORuDHdzOn41vji8xmf59iR3snA0OQ9x1dvFiwgBO9eH948/f3wpKqVquLPXUfawJ/qKE4NAhGCiq6Ii3Xz3iG0/S4IuJNS5J42IdX1XmKFYiCRcqAQBA6rwvfHbqpruGaqFi/okl/fvfj77L1/aRyYy3z/Uh6eTnG2atLW1E1l72yIZVdgi2uoiBUA4yN0+oIQjQjIgpuidpMkM9hSBCJJZDD1aEM51bdKjo9xCERFkmsAiG7rXK5nRJxmgGjaXfTqBCO/Sz0iPFsKbFdXXrIhg65bWSdWylAlAa82kZOlPUxVM7n1AEkdUoz9ZMLXX8WQe1PUq2TOySNnS2BIRaC1sMtXOAbNRbW0jofaWotlJPzF8NeyIiNBdlnQxxi1PekslPcLm7PkRsvFgicheob/TauWGmLmXmhbpUw7PLFJ6gkoPKfXYDav0EuBeSUGy91vzzBYserM7cqPowB4yloT3nA4z687LTPb9saVXUEQ6LqcJNvcWglQRNcXKIFhUDeKtGUSFxYTn2lrFFzeGXZb8p/8Tz0v7T/8Qf/hhsqIt1yCrwWCCDGaGmZX+jBDs20l5hCFlYP/CLcj21x4G/oqn5w5ARuA6wORA/xFzxx/eIcnw251D4Vca7YzXxdfE27DyhQOrQ397AN1uot0nDB+vY3jHmQ+N/BAqI2K//cl4niN2Nc6DqnYeyFemkDuv5RF3eTv7b19v5cfd8aMAk1sxNgrY44d315WBou2rEvvfuPTx4bF5jpFw8DMcP8wjN+b25OPAxlk+ZmnYnBRVKabg97/74dO//tSuazVzE6dnahF03nbpm6BD7bFegKKawiBH0vYeHm0CYa8RZFUVkQmagCEComRn6QnAFO+VT5pzFQ1CzLV8cn70bO/fB5c53KxaVT0VTEy2a6y9JXz/LyJJaS1Ii+xJv4kkkGpiZqrZImBailLSs3WPovuyS4LuSpLcOs1rl7omkt4j82JiClt9NdtqgLpXDRASPXfL1xZBVYvs5dIgpK3RSbgBqFhszqJ5N2i6bOhF+021MNAder2WKju39EZnsZFQqSjJlqFEMfaEiG4GiYp00zaQjIze4nTzu6rMZgJk5w4QMVBFLLc1ht4uel//3XmYu97WrQpldhesQTL86P9NgGYJaIBJ+G4ni+jBznKAZp+6FESmRKom1Y51S2zVQMf2CWZk7+HQFS/xDLDTOKW7o9cQdQCCUkxlk+5imluJElukiJkgQKpQNTaCCERmrTUz+t4tVSOCCBEUk91JxkxnIq7rulyXSJRaT+fThyePLCJGl59/mn9eYYUq/MNv2zRJq6oGU+MW8hlkw7B/95kZgaX3prvLjdrK4XF/8IgkOnRDzgO+No2hqzaaEd1tNwoMDjAyYqCIdOTYx4/MALo2cANBd6l0h+4iw7cjHu6izXqqwitwDUXKI3QT3Ue8JaIfVmBHp8iN7umtBJIhYMGBYPQY+c08sDeLQdlUpN5jq5/itsL/ToDja/h+jGa8wK/J8HEWjk/upPp4V8cA7hbBcd1tHdyy3Q2r8P7+785z92hHYXN3zv/L2+lQJSSEZkblb//w+5/+61/++vzfplmTRZZgZlCKw1IiGZoQLRDpQgO9xRqghshEkqkihQCQYAi6JCKJxKQd4mmwVQim7wOrxDvISViLssGlrL/55pO//PXLRWV69+N318/P1+XFGefT2YqsL1+ul0v4htGdeOYibb14bhFLzVCAvb+XqqqWlk1MtaooMhPCTK5rC5dpmqDwhrb24K11WQKAFPe2LA1UM3XPvfGo7OlPm/gxK+u6Xq8rgGnqSMHMNCm+hoerioWJdVJI9AQz974HNgkEAIRZz7yKzPSDz0Y2tW5rtCOIjrORAevChoFuiGDT6e/Vo30bo9M2pADJdPboC7KXKPSfdHLb6NI9M+W1tLl7HQlAoAEwez1TDrvAgBCRTHbfWgrRKzxFBEr2XogFEuSaucerwe7dDVDYG00nVLAbWCKSFFWFcuscnht93AZ50J5hNq58yQ2eCEREqokpyB5+K6XkljW2IY5CRVSlZDaCQKgkIGJKj2iOWiLbcnnJyeYUOaWqSLGcirsEUT4+2//+z5Wxnix+/3dFi6wUJspB3cLoqZPY1LoDRu929xYs2QXPvntFdtfQtlZB3CZPx5CENcbM3iLMcbkR60YhMX7e398leY/fHqB0xIq4rxu8OnVuLgdAIdjYAgY1fYC04UMTHBab8HBEbBIo9xji6+tVrbk1AA7v0cEdOl4uIvqgt34/suv7h8j6KuZyEH13sD4+1+Pfu68OmM7bNIm7S4z3c/x7F8u5Ux/e/vzXYj93Mkbe+An769cibHe3eXcLfUS93Y4pWcqHb9///k+/v378/PFvv0xTQW8yBlVtpozMRgfUUEEakHsfu60ssNsOYBVg40RAQe/FQhE1UxMiUbK7lqlIiipxlvgAOYHNPRMX8uNZL/K4/vLlel3x+fPjh6ezntv12i7XnIyJ2U6XaJGhZmztND90g5PEGo0p8K5yI5M0TcKDatBiBFr2QKtGg4eXUhgMae79blBKEdHIRoh7ttZUJjJaa8EoZavLiQiVQxmS7tDqrjBm9spFNXH3DGahexTZiLa8ZWZaiUMLy+ikodkXeQZ7lChJU937yzpUVCS4eQI23q0ertirBCO2YiBQRaAq3eAg4O5GSyaoCnoy0yGZLhGpWnb1tz8n8rC8KZ3ajiroMTO67Lo5ydzIcjanHNTEeHjcMrPbQL22AwP2BfY6KX3NO+055SOTWALeeZuO7O0UPzRZQRC68eikqkIlBsgWdCIl7l7hvhM0EtYjQyLas6shaQJqBFQswlH6+K3W2jIieoo80n16OJ1rSV+WtUW2tZYLcJoK6PnTX+f/nHLSNSk//BhUSd16LcIOwTliEZHde9ynSA3cyHrvi8f3mmJ9RRi5AcMRlzDg74gSuxf0Pn5xI9Vu4+XHJyOYHE9kHOTxOlBUdq+d7EGdu/PgTX3P5m7ZX3gjMsfXeIyZyhvAv/uV3LJcj6o8Xy0KAChbrsEQAjlO8W9r/eOp7y58mLS6U9GNg+tXGeXheJLR9XkMF7dYP0qyuwPeroa3s3nYNIeIersgDh/u3f2Ooz3s1nGhY1dAMlOLaC3f//bHf/0//uWnv/4EQA2qqobO46VAgNl15K0yZTeoBeiZmoD1nH1hUIQ0VesOXaUaTIxwJaYe5SYoCvBEPIpOyGdfzeqS/Pny4u8eTx8+fIFMZl8sqfkwlZPaZVleXq6nZCBba7XW1uJ0Ul/DSW8NPZs2E8hChtEU4Zm5uX9IhKcSQs3oqW/izUVSqMJORSNW1Vv29vU9hpHJy8sihdM0AViXFhFmO5c7NQMCUzGhdkNExICtIHRTBrv9EqD0aowi2iMo3Z28seMQW+1hf75WSifscXfpNPeiCdZaeq2o04U9l6unP3Dwu2xbva+WdfVaScTRiKy713tb7i7Fe/BDVZJuqBtkS7fSIrsfS4Qh0I6A2vt6qyqjO3Z4rLCdCvRGZ+pyi9hkwR1WZg8qCsjYW4BDOqEDNDOAOOpjVNXMomcM42ZbDRiIYxJAAirS/c/IvZ7JzKgSq3eiI5p5y6lqpkoICsS0QKNp7CW36c3d7VQVOSnkcarn0xprU6aFo01fPk3/239Gy/Z/P/k37yexzMDu/pK9UPTAireqsKjmngA9otAmuoYtvwFlKcfB+QYkR7gYfKogKQRkYzEZ0WP8LUcf14BXmdlz+cbf9j/JzbcHSK9D7x5Z6XR2sie69RSZvc0NXiXuobuM83PzlEXE9qqgfcFjZze/ERYjDo/3mEME50DdDryb863TPupQQyND39m3oiL2vibjit9Vp839N1ru4/jeWjDHt8cnhyv2mPS4bTWBIW9yFEV3gudutY0uzrsipLeyapzW45GP8zuK8fGhllIYUNUkjZJXFtH5fPr+H3738aefP/3158dStMQCnh/K+nFJ2IKMZFhWdH+xQCzVCjxVWwYJIU7d5yWybkuqN2lWSxRJVX22nBogZrAGiOCsUma91jV4Xjhfp/Mv13X55l2czw8hS/Ep0XufNZHLy+JrvECUGg2K7P3yOv1z8zTr3XrSTB1RUF5e1usLV2ctVM1IR2ikRvTKSKyrq9qemkumBZiIUiZ3b42ZUktdV3fPKqYsjGSmAAxEZARl6g5nttZIyc0iRCKOBOJSSiTWxbsfUrWX67NTGGRShAZpa4OliEYDo4BMN8jaVoIG6kYdQ7L54t2sKYH07gINNasiMBMieomlN1dIrxNydytdKhiJ67XN80xGrdWDGVFKQd9lWZjmrQFSrYLsFJPN107BqTQwRXJ/7D2caNe2mlm1kr6Y6JF6xq50qO1RDzeImfXORlq7IGeFhlj2OhBSwY1BjwrpYihNK0wlrQsP6a5egaq21qBC564mbbPNjatU1gyFaqnhVBCpAg2PUgXWu/PR3U3VxUxrpEfQipNZBeklLnJ6rJCwtgROLPVsk2ZqIab6HPWxzHNRMbE/f1L953JW//d/qk/f+3kmSWPCmD3ZIVKbctr2LHpyFQAotfsw77CoKwQ30KE3ouvY9ZvmIAfL+o2c68L4wBxya9JzAMV46bs/B7DO7eHsmeu7wb09d5GefX3jSRPZUjZFAGpPITnE4eud9t/d+sSO82xKw32RKQDpHdYPoD4E5/H+mK4DNsfPD0iXzvnWp/nVRuEmLcdncEzuW/XnVch/zU05zuzdUEbQHwd3yLzjt+O9jee8EzDjVX7tyDvBNvobx0WGN6+3o72bB+xasGnJ1/FTVc/n849/99v4H9p/Pf3Tx3/9+SSGtenz59Nsfo0CIcjIMDHVTovAdNFUQdWt6mK7oqgwRaSIdK4zCkNAkypWqKnJZEIkfVKpApNyRS4qiymrXpeFMJRZAHevVkSxLMuyLCATYFBEl+an06m1WK5ruJDm7uHSIalYcc9Yc1mc5FwnVc3exLhF7p0UWguRLX+se9UAke75jW05d8ujGxb90R/aWQ8CHZ7uCALeiy4BlCKlFOy76+hMg+TmpqL0cEdGKKRl7B5z60GT/oByLybvDv9+DhK9/2kG0rnzmzAiTCqzr6I9n0fF1CIcEMvS86+8ZTijhJlBjGzHyjn0lYiAwLribIY9iCIiu6fudfWq6mb/fGVxghsDDjta9d8ahHKzRG/Ws7y+HzcsBgQRkWDKlohJoGe1vKLwuDtyyzPss8qt9zeAQ/PFVufY1k4fbqolEsvq1rsHmrTWimOaVE0uL8/FHqY6F1WYYp5Xk7/M+q3VJ0jlmn/5hP/nf4Zn/Hc15h9VzQSWQbSuWanMr/N4e/vHnn07nxixhQq5OTJ3IWaigvuOondO+/H8d+/fYuAx8xxU27uhdngGNvPuaM1wnEr1eK43nVhH4+MYrZnhgHTgeC9HHsGbOTnYau5GfnQw0KG56Ffnlsce63U/r0MX6VE14f2DORbx29hJ//Mgb3jre+WgFHC3Pw6T8zjPKCTGr7Z/c0Ph3Fc/dqNyPJJvJN/dJrl7fyefxjF/de5wuzkHuNzuvSdVdxe5EkRS+f790/l//I/nd4//r//1f/vyl1/e2Smf/OfndWmeqQ2RnYVU+h5UQQDCXkZHkRRkz0mRcmyMDE+kgUVNtKhYEYHVJKgWnCSrikptZutcnieNuSyRGiyTCCzaqhAkr9elNe8LOhOiGkurZVpX73xsAvOITJqpcKMHXZ3LsqpKKWUveJSIjJDwDtebRdj9Tu5BstC606yUKrAIRsv0ZO1pb9GpM7vLp2eRARAqo3mA3Cg7ibRSTEsnCO9Zxukb2bDI1kI0UyP6+bBx+4fstGnSS2rEVIRdnO/AL5kQRs9JE+nBE0DQO3Pvm1AT5JYtzZ6RGEH3aM0jmAGtr8HUAwr7Mvbsyda7/4A93yqVnXMvNqEIGxx6PLYee1X85rm4d8Qr+loCsDkEN3KtnukH7l68r8inQ0a+bjTZDCAAetugbMCHBNASZTOuDtwUJnpDoH71iGit5yZYj/yhqNlUiLU1aSw8R4QVkfAm+fD4FCrP7qmS52Kn8j6i/PQ8XZenf1rM7OX9O3n6Fk8nQjSaIRZTTy05o0aHDBn29Vt5/AoCt58cx48AJcfU9UbUO7jl7i0/AG18LtsyuPXn99fumH3V0Q8cH377CpKbqsGuzt1p20eruhuXoN52f+466htkvjnVCLPHjOXgxztexywdfx6MRF+VVcfBZZyjbTSEaC+ruxEhdxfAsNyxu/nejuYu5yH3tOa3K+DfQHwAyi0lqf9//OTtvd19eHfaY18dMvIu9bC/vjplx1d3345PcZRGIltYu5TycJp/0N99uV7+qf2/+fHy7eODM9fwuGZSAkhREB6hJkUVkgqlCAQKysbcgqrojcX6ZSSk9/U6cp7MAGoRLZQiQlir9Xmqz1NZ6gQB1RJai6oIwj0y1o6zSjK3PombvZL5Gj45lKEMZEhbswVPpt0tUzZh4BktAqobWW+v/mnNvfUVsjnEuj7BkIjk3jurR2LMKkn3dHcQtcyqKmLunYJZMhPB7ATgwgzJ8PSeqCNMmlQhGWAmUtKpqqYb66jIptVu+3MPngvZea4BYSTEMPRQ3mTB5sQXElpUUyKDJIIJAZT0cHZ7DtgSo0c/jOnrJyLiTBGxnYS3p4KDx658FTwRMS5SETGzBHo3QxEV2G5pZBHbONQzSe3D52slNXkLPdwtmK5ujJfp35ZSemmnQdhznIf9tc8Jycgefdq+EpIUU6GK6BaX7JtCJ0xUhkv2dhuloC0RsXqezE5lXtfmS5zrpI+nC8XNKNP128cv14XTx3ciH67Bnz77f/6v+ZsfWH9cHs7GOoGmCO7uHEEfz92WfrvHx539CmK3qvb2LzcQUdVuHO8fAl3DUHl7oa9C3IixI3Ydfw4a/20QZDBgX8f2po/rgcOjMBBs2X3HGhirc7765k6UDkJrG8+xhH5tkkepHEe30+OM2KX626kZ5+7XJMexoPW2cmoc6/E6JNAoqzjO4xs3IoZzHk/lbmDjFfOWsOBOFP+ayLlbK7y96PHtyJXEYYHqVpbI8ECnEVNVM89mVf/4j388ifzT//q/f1k/P52mJXyJyNWTm0LR+65Zt/c0iU2JlW5L9RXZGwbsTu1eF+mWJtZrWE3YPQMN+SX4OfRTxmqlmVAsMsJbrafzVNoiy/XSU5C7C2tT7YmXlxdfez+Cw5xFZpRSIzJc1rVFbOR7ESwFpLmvrQUD3AiyN0eWt+wkm9LLMCNDuMF0SibSmc70SKcJmUiP9GxJgffm2T2/gAlSO6mBUjpAZ2yup+4079FyUo5lFRGHHbY7+LdUD/Soe268P6T0TaS6tcc5tMjjEQNBiqB3quuvsjvxNg6CLtFfF4kgYy+GEsEe2JdMVXWQO2fw3WLGrk46b4q7owvCO70wd/e1MsEWAWBK1VJEJDJK6Syix5663zgRAdNx13TFvIpIUV+b9SY6b3Bjf9w7xEhmFwCynScBERQtAkY075TkVjtyZaBO0KoE3H1ZVnjKXE4PJ5VyKg9tystkT/pen84OLEUt5eH/x9qfLkmSI2mC4PcxAyKqaubuEZGZdXRVn3Ps0M6/3fdY2vfct5h3WJqdnj6qqyqrMiMyIvwyU1UBmHl/QAQKFTXP7qZdoSAPNVURCMAAPmbwKR7nl/n3P9V3/2mRsL/5l1VVPdNdGJQyHhre3PU7OgNvSMZ7RuUxYvfoO3ATrO/nZUSVxz7gwXzSbx7PENu6WrU+3Seu680igtJKaOsOIbvSrHUgpRTDseaBCDcPBW7eZCucDrftGBI2gbs/EnF3Ehgn4qZ82xH6Uex/JOKbFOw/jSeendVr532Ab8D9jgkBcK4ndwgFTCn1Yf/5tTK+nVvNCJI6VGJ/7MauP48E2a2M3n6zMZqXJpk3xU1zpU2i8nT4t//jv8X1+h+Wf3+Nl+fIBuWXElc3QzuZs9mRQ8KBhq+UpkVxwD1k2yFckxISAV9FsAphM0AXRmF88fh8La/zRNIll6hRyCiv4U/HY0tsY8WjqQ0YbijXOk3T5fXaTTK21VtrFDOLWqMs4UHbgu3N4V7KdXEzVW1HNNDdYGuQDd29Fm6xOLUWjxB3uImZm1mtbhaq7b2N8mIWIiCU9BaI2/5zdzOQ0iIp3Z2UcK4mklbFrqX9BUHvO9BqW5kmIikLgDD0ZFkRwTX3xL58IoDmZFerewQlNbFqXfPcaxusJWggEHSzalVb5upWIUPEFnOhtMIDjW2s7sujCLweX9oaCyI2T1X3luzntrwjWg6e2kXQdalsvdrt5R06rGSUAVB6JzZzNAc5PTaFDNAc6sKNoT0fmW+p8LfdBJJUkZYewiyoq39spU9heUoe4Q4JOeRJ5nk+HBjy8uXrp08fqfzh+x+S1FoATJb4NZUUNn1+5d/9Pd8/+fffl9MHi0SvRGl1B2VNtHEHFDdyDYRqk3aLviJH14NuhgQgsZ1oieAaCbSyYDI2S8Gu8QYPj/zvsTMYeMO4qGJLo0em9VR3/9SWHSNkK8nY334vr68T2w8rbxJkhNJx/TxCbgx2mccRPWJ7uzl1CN4t0/7wbs7wZxfu7h1v3jm2PG6G8eZ+Azd27Wgqhrubx86Pr3sc0UiI3TDb928aynY9vJ+Y9c/RGNa2XMsm201w2FI35knLgvQ8/fX//G8W2u//0z+mTy+ql8RD+no5X9wCQhFhiw4UsJWHFkQShRKArIVkaOZNnARAlcVEgm4OM6aERIdelemQTSFpCoiIMJJMQo/rtQjA6mGw4iJCqFULk3Clp/CwaqSgHQJsi3Sr5sZavG3AAKuFwFilltX0ItwS4DQntQi00BlzB2vxJqC5w6rX2q2AzWDTfATWoMtmJjSzxgy8PQrWaikncfHakvwgoiVGk/CWZMFaDps+0ctymeeZm6qhnYda7VB3uBHNdYw1mvMnmvg2iia+KeF6fJ6wxYXwto3XFRVhXiyUNwxfq11GOKWlByxKTZSKVXfdHaabY9XmSAvErdQYGapaa7HVrmXg/eoNabFJEMaq2gS5FfBx10cZ80FQ20QcIoiAeagQoIi2WMJ2682iAERLntu3jNxgrnseu7syiaRwK6VQk0hyX+jh7ikrYSCX5RLTVK/LtZZ3p1PQj1l+97vfHST71+uXUvV0UnhlcLlM15g+vix/+Al/8Rv5F5PnY5gSDnozJbTkASOgdbej3X4nV1AHQHYwaTn2BmEf6N5s/EZaZIwc/QEtd+9tIhWxU3wybmsv7pvdihf0Q9j6J2/LdVORUiC8yevYHCh8cFdeR7plXmijE96AegO9RrfHNXPDyT7kO4rdWrhB9I39dL8FZ3O13J8teiuPtMaAwuP9459//svepx3b27GN3fw1BLmbxYc2d54Y/fh1T9P9muhfPibH3Q2kf9mwQGWtZ6Nsyb5iTRvjNQw5T9VLfnf6H/7X/8UdP/6Xf8L1iqecqF+kXK41ILFq4BruizOSMMI1CJWEpu9Sc5hFcWtBlGjfeBChzf00iSfV43HS0OPpHCJMecKs83K+hLMsRquy5XBTkeV6dSNDI0SRFjcgSP1//R8/41vXt3/577s+/v+pnf+u6+v/b49f/ms3VOD1v3ZP+W9o51vX9b/tp//eYZZvNHj99q/98v/aDeP18b+9T9+8/rd/985el+mF8cef/Z/+Cc9H/04CCd70qzfXADzItY+tPaqM1mhfAAOnGc343FQpI0bFvVjfgXjsycgP+p9dC9cR5+7xrZGKkO4JuWF/RCRlC/rpALUqjbFjBlsw2piqdc27ApK9Mt04WBEJ7Nn2DgbXUIAHR7v+56rKI9BsP11bdyNWcyu8r9gWPSHSw7SN0Lzjb50T9go9IxX6APq/o1QysuUR7sfPoyNgb6e/RYaU1bGx/e7SPrY2OmH3XtlQkrVPQCNuZ2Mj3SNaEP16XCMplM2mJx5WbYkIREzHw7/5n/8dZ0XI9Y8/PXmdRcpxer3aaxWk7LWF2KsFXmsoXC1UGCoAU5Ipq6WqFrXWGoY6WQAhlfZazu/9mKZ3n47EdyJ5/mLLGeLVT0/P1U2yHIK2eDg/ffy1JclflsUWK8VV9Xq9LsuCIYnq//Pf/jBPkoVm/PJ1MU+llJTk/Xc5JUkpedRaq9WeAiTWUCGTVnHZrJIhirK0HUszLBe5Xq+i/vzhkDSXYmW5NIZdlhBJOfN6vQLIebbK63UxMxHC6/OHZ1GnMud8vSzXa2n1lWtdUpIIXq9FJa/diOVyufzwww+lFHcs1xoRp9MTZQGkFtQaiKaLM/OCrRJTreuQIqJlImiJVmutLcmbu2ednCXnPE1TrbVUr9WXaxWR+ZDbEiqlWA1NTElabGs4L5eLu5+eJne/XJbDfFqsqjYnC4oiwsmgRE5zKe4GJfMhm9WvLxeVOU8R7rBVUQthGGCOrCKyLItZSSlN0wT4+fUVeiQJ82leLWEGq7WqZBFpyti2QdZA3diEMHKapjbglNYylR5R3bqIBkAIEUmiivVEyFaXwSPntV7XlCQnZXhYmZ/n5+cT4WYlZZk3+1xOmKZJEqfj4XQ6zqd0PM4pyeSxnF/L+evvXL7/eP5//G//3g9TvVq5XKafPpf//Puc56//1+z5neshhQSvXfrsm125D4cfJdoHZtNg8E7iHPPuj/d3vOrIOQLjCH39zwbHVuvIM0a06cjWm4qmen4AUpIt7dPYn5U30KWXE4yI2GNsRDQn8o7YBICbSjki3CsldeXk8K/vXLoap+hrKe5VcxvbRHok4sgSMLDlDrKPEM9v1IEY6TW+aGxwJNP49t2fu9Z2Uzs+3qatF8vZ/bq78/HPcQW8ORDcz+uuM7aWJrzj/CS9WnNd7UR7evf8t3/7t5MlPaTzp5fLy3k5G16vUlAtAlMp1Q2LuUfQYWHV3K8sWqdpmqeUkiTNWeiuJdMTyhUFtCQF/kmWD8en0zxjmsRR3dKsESYIitS6MNxW7KC3TJoWvqVqufHyu4huWA2zKLWYWU7N1H+jWD9iItjYbmz6KxGhGKKVH2Xzx73p0iPCPWyN4GmuBG3FbbiwZntrM9PFwC5JtAnaPD61fTGizJ1HDF0lxWryaiJBNJwcV2YbvW/luURUREJizSOH9RXI0TVs4yLs17gO3VvqNSFURFpiZhnKcY6m062pHgIFEeGQKmZdsdh0XiHoaQjuSdRyezanN95t4XFH397bxfy1kXuy7GChoxg2mG61d4btY75l5fHmjBdrRrEIUtkSYBT3DJq5MNxdkBX0qOXqKo7ImlWzTPKUKedlAVBUTyHVotbl9IfPR/3jyw/P+FcHTfO52vxWWjbHrfO7/dupsLvhNsCH4Y+P9BsexdP+edQe9QnqsDNuvVqrDDXPxmvn3jW+6E10us3d/c14iy/27sVg/iEJ3Krb3fAhbquvy/S7pTK+Zb0nKUbPt5EifT2N2ybuJ3I35t1ght7vlXgjafoEcHAgGR8f7x+b6oDyqFcdifjI2PpEvqlCHHvYHt+1v3vkcQU8ng5vPeFttVl4mvJ3v/vN09PTu998+PjzLz//4U9ffv2oX3i6llr8fIWlHMFSrNQabOl5mELd/bqcS5UpaZ40pZRSctRMpkAOcaTF/Mr6kuITNaeMaUp1mZ8P1UzMq9W6XG2xenEzBwKFYVFKAaam699y6axwRjIcFlGKlWLXxdwtKQFGSLgjGNYXZUuC6e4O12YvbUkK3Om2IqR7qx7drDphYZv5Xcyqe4CeoatHuLt7c2aje4Bth8eabwdoSaZbmdUG2X2OIgKUlKbNIc1JalrN9ySbMxqACNvk3OY1t3FW36pyreUMKoaztaw14rYjddxpaWRw8gwXp0c4YKotzvRWEbi3EBFgbHp2Cle7lztidCJdRU9G0CJaFDvZMhaDq5C+lp8JhEpu/hyGaDlkNm7US7XewSJJs5aJdfM7Xb+8HRG6xmZ7y7pbRQS8sSXZsnCR3PBfW47v6pYpELVaIgonOqHQlkh7WRakSCmnlHLOSHFKh0lE3F8vXwHYfAgvXqVea7p8OZrMH6S8O/pvc2wrZ0TkPmvj8nh0iWrXI+KNs9lVIzt8GPFqtO13CO3A0gFhvOGREe6gj5tVavdGbNxl3YZAXwnxbazDW+eB3ubuKTPbXjL28I12+OBo9tha2vHVP9PFHUV2949cZ/zpTY7aP4zPPnb0z3d9R7IuDjx2cnfbbkE8fvjWoPqqkgfP8sdu7EYtIsHbZ3cvVkVET/Nf/Zu/+cu//auP//LXL79+/PzLrx9/+vXnn/50XGiLwenFa7USXtwccbkWM6+LlWJmpZg0f2JVDTKlNFM0TxGWJ/jVPi0+q0/qi5uUa56nlLRcl8Yr3F0CUG2neV+9yNgNrX34bmuJHivecgE0vRCAcLfNL8i9KVuafM0IejTVEESisZwtRrWxn7WOBgC3tWK7O2oruyDsnqbj4orgGhnjdG/cUlo++Gaib3okcq0N2/RF7QTTV4WIRFg4VFf9R0Q0yY7QlqYUQEsDjJZizrS5T2yrJShBCRHx5mVxy9lBSlgNqwJUoCtLVrKQjTMlrOm5HPAWQrTd1qAqSGn6w7XZ5uq91SUy25hGrByCJCVFrMWQyJUDNW5kvgKfDbb0bZ0T2G8xuQ9+3EHk+gJKcGsKQ5uthxGKFgfmsqpzERGQ5rJvtZhqy/fqURl5lWAAWGlZeSBPc0pKMlDzdNCIS7nKYQJQp+klInvSc12m+Pzy+fgfPD2/X3h6en5f882W4z1fzYOqZof1O/Dp+7qjWecEeAvcRsSIgRW1azyRx3D123ofHivljNduFCO3GP8dwQ0PCH+HY7Dw2wDJllxqz5laqMN9s/scArjH/11/+rNp16eRvn3Y4wOdXY1cJLbsorHJF/3+8dA6Umeckp2edMfbdpP3SLtHuv83XrtHdoDLe0FpR9/d9/2psVzsSKgGGeM9q4uXU7Nwzk+/+e7dbz/8jf3Lei4ff/n17/79f/j4068vH79WWzQhkYfQEH73NEeEG2r1UupSSim2LDYjlqhUzPNRsz+/myXjXK5ffvn1hx++OzwdJp1eXr4c7HCcjmSYmRVfLtdSCkMt3A1uppJjDVpuMhq26FFDgAE3aQWSATS/D/OWd6A5OnuIcnO4QGNOxRtGkxrhDQ09LELdq4ikBLJZUtvZghvU0mrgVmG6AfMaguy+6glFxMxrca+RUgqs9apbc13vPwooINvD4dBNQ7atVQEcbGbOUY3Qjrbd12ud0xWMcFehjAERWVBp1tVwW9WZdRG5OyVUWy0WexPO2E/MawY2RUtQ05KTtOAnkMMhlWhZo1sOjrZi1zUpzVXxtqHWUXctwrc2Ue/SuOMAdLAUMJpu2VatiROwVY2LZkNYhZO1HCpJD7RA44hMCqlutRYXoKhjqRCbkqoyIlpqqNNBqlQLr8vluzwDOIeXhHcu8zVM+WVZDj99xn/4fX3/g/7rQ5EJWI+MeJB6cc9XYotH3GHouJHXz0A0fzjyNmcDZI225LE1HTwCAPhgNhth9ta3QSJgX8BYeUJf2LvuvTmJI9DtJvQ2Aq7BPaSunx+E6U2ZMV7e1th28B7Y6qgN2qagtYdu+3mzr50cI56O/e73PLKHUZP2+LgM7mcY5qy3+WaXeguPbxy37tht3mvPxkHdttC9pvLxdY9L8M9wxN01zIK3WKXewqqOUAUIhE45i7p7Ohx/czp89937P/3006c/fXz5+PX88np9vb6+vNRa1WoEiYCI5dl9dncLxBlnP5sANPMlHfK7374rfPf66cW9mtmHD8/+xa+v1/K6KJk1uVSsga3qVsmVrYSvdVy2YW5SAsGm5AkJiGioMpro01x/HR5kBGSrKekteWjQmRI3xuZrAtnYPJtlWAZQwAUavK0fUkjx7twJbcmNHBvYOdws4iYbrf3HTcXa1khE2E3c0WIm2uz2CILCIAJE3M3gsB76ApD2gweXas3VIoItS4Qohcpi7s2c1gpGAEB4y5TTykmYqLazWoSv2S3ulg+acTqqeYSuVrQ1SsnY5EdChe5NCRJEM6q4O6SvXmmPtHpIJCGMllJjhcsR/toGvDl37Rb/qFTh7awTEdF8zdqJkxGxlpBZbU6NnYtIMxeKsp3xvBqmpJRqsFIsZDqpu6tynuc0TxFRSlWV3ByIFZpzlgTgxcp81JzELji8EhPEXX/8mP/hx+vvPsThB9myMIzbdoc8smU6HpGk37mHiKGd8SCI+xMMBjzhwNq7RN7ftVOZdND4VjsxpOQZedvY20fofhw47vHtHqj7MngDhx8hvVnxFLydtgHe28zuhiZEs/3ssPvxlaMdaPfiHdz3d3T20x2jR6o9Dns3wTvE303qt8j3SKM3h9Y/xD03Gqm5m6TdDtxty8cFt5v13QBv5twIj6pQBBhRvZZlSSlRJZ1Ov/sXf/O7f/E3Xuvl6+vLly8ff/l0/vry+vHz9XxZzherVRs9Pbm7HvLVsVj1Yho2+/U4vX///vu//qvffvz48fX1a5o050zyej5HAGFRWw7riDUo2gWrLnuwYN0dWMNZlmLNJzCFpoZ30qnLFhYLeLUW9dmsOy0Hj9W1gmqLzolej9JZzcwQLi3lDNCyN7SgjXaYXqG57/aIwGqzEfcSvvkjcTMKNtt+Nx3TKWlbhymiFS+RCGzBRhERCGk5TiNiF7i3zaO3o49vB45aa0gcNmN7rEWkV4ONGSiiqiSapW0sTmOGlGRDk3HB3K2cLQYd3NIe+ppjlLIm5uHb2+B+g69fdcPY3RvbdWcTJdfqPrdtcr+YSQppD8oWH4SYtQ9k4z6rJaIlkYuAR60maIFu4QWqoECz5KzYRHtVnec5axIR00hP8/VSAPjMOOQ6X2rVcrFY4BLpywX/+OPLv/4Nv/tekogIfD3njnqLjv7jlh9390i6u9Pzg0Znxwk6ZsaQ4aVvqzfRY0fA2Gw8O/DpGDIC4yOWxsB7fPNnuf20Td8dQQD0c9j2xpEUXD2Nb1O//evU1Me4zfb9Irn3aG9n4iT3vn2PD+ymoY9wpGnvyujn017WHe/6W0b6Pk7bjpT9zhhY121u9lS4myTfQj7jwbTY+7Mmjr1fQ3i4Orfo34wrabztTWJiOzivN3s02BzWokk7j2tKmtwdU5I8gQz39PT0/re//eEvz5fz+eXl5fzy+vr5Uz1fxY1my/W6LBc7R67VF5+W6cAQRros6Tkw8fvffP/1y0spBdQpJ9fk1ZZazW7FUVZeSDMvZlathDcFD5p7Uq01qaIlgoM00uU5L3GVkM3vq2XqRJBN1xJONOZKYlNbAUoq0HKUrfH8tVZzRkCh2NImDpOCLfm135UCi5Ce9BpIKdVaRuDelqV61PB9yJqItFoJsWUlCWdgLYTaKNO1yiMKrOsBQaqI1OIWNVKspayHaY21Xs6oLg/GKrq6tzo1b6ze+9UoItJSqcS2et3dHGRPXGKdWW4cK+ReXCMJ3I0C9zi1W7O75Y0NyMav2O1Dq6SyVvAbRnEjiRuc3pRp7rbVt426FEYkQUutm1VLrfNxSknM7Hp1cmp3luqSWGkhcakXADxk1YJMe0ovxQnMSxzjip9+zT//ev23Pq1xjBwKy8a3PMe6HnKl4X1SANwfXzg4rT3SapzKfjWE7Au4n7rGD3dd2t4yNsWHgJM3O7Drxg0wh0nvDjI7OvB+5fQrpYS9RiG2KR63yE0xtkP13nhEpFprQx9uxq6RT/bHGhfpeeUeu9UHMM4NBkm/zWuLpJE19dZdU2Nf+RBIPGzptw9Gq7ZnSMjabh4/+xav0+4ZrQKjzrff7EN8z+Ood/OETUZ7XHbrTG8/UZtKNwZDkQSjekBY1wK3tpWfgwhDMU2n6bvTfD1RpnKt5y+fj+E0W6p9uV7LLy9fv/x0+Ye/+2uNmfqS8hfDy6dPjMPhdHz/4d3HT59EAm5sfl/Q83KJcE0Cq1mTWZgDqxubOBHm2A4oAvXQa7FCLUtRiTwpw1NTxmi6luLB6lAF3EW5FUzrS1+sultKie5VOJVaV67Hgy2mKtBoJ/cu3LQiOmiWHlUNMYtqJWUNSMuJbFaj5ckOj4DXUM3N876tZ3dLkslASAvSFQkRrSVAN2vqxIgISCVyhG6bytytlQaIVqwBRQQR4sE2uqZLrNfKg9ZaCLCJdO4tY5973dgVAKim4qZeKYgKd7rpFnRBBekBqluzDMlSap6nMEtMYbBac8qqkSjeFo8wDK2HYc6kQZSm4QQgEs3+vwqaJNksNECISt3ieGqtOWdV1GocrBfN3WJc0iJSzXQozRVbVh7ZzqVojIgkaIg18w3hWPOhCylEgtZaROFXyHGSWQW4Gg6Ocq05HzNZLld4/fDuCeavcdF0mvIMW5YlAOgP766vy6E8/fA5vnz5VSsulOMC//nl6afX8+vHlx9+9/QxhOpzXMXFK9eawC2OcsPLLVR8xPQRBkcTddwrzVbwGRID7iB0dCLomMPBhLxjeB2FGlSOHHFtU1oCWXKrtxQRiNB9YtWbfLD7sn3TcZjbSSs2g5a7x2Bb2sZy6/kIv2axJZcAtwwdO1l8HGMTwNJothrvwybgd96160enLAZu9mYj/Vfcs4He/sghR8XojuI37j1M8NjD8UPcH4/6/WNnxp4/DudRPurtdyb9Z67d23cSdP/pUe7AA2sf+3k4PiXVOOH43dGrPakCeF+W69fLp//I8vOvf3G1pfqrxNWWs7t9vbr7h++/++67715eXq7na0SYV6+2cd8GGASC5BoKZBbbRtpGzeZmFgYOMWsU3Q6ZXSHQ5LsgsQ06dutknC9su1dVRdIaOHW/uHek6OKCe8st3RcDqMLNu0FkZX6QfSNtpdkaeNJY3T5xjkiIoudbizDgPri9i03o9biDb8kr44ba9cS9mrUyGjfKyJrpZ4W8Wm6hneE07tZnJAABAABJREFUs5ZT58392K72w16BAZA31HuciG30t6v/Pd4TQy21kWLo4mbr6jbf2N67Kn6C3IIZ3UNUAKckMxe4RRB5ubpmXC/leq2BCsylGGB5iohIKS1laSqk+enoT0dZdHl5taBSL9UWEBH4+nr4dC1/5a+ZQMzuCkogGKT0PY8uyAIWvRD5nWTZ6T+aD3b/7qZgB1P9LX35jcR/E1I42E5G7IqIxBYXAZgTLfPfbbOQ+wPZI/KMH3abdMTV8dmIEM1j5ztNIm4O2bv3vvmK9mvaveDxfeNa7CVHOzXfHNJjayP5elc6/8TgUPetaxzDIyQ9dmB3CNuhwO6nN8f7iBS71vBwGtu1trtGNeB4224pjD15Y4why+XMLDJPxWLhpDTMlBd/rpbyYYrCE62ePbkInp6e82ECPOWcJ3XPAfflJvKQbAXaWpbcGqWGrwUY2JbHrXyImbWYm1by3SwIuoWFD1OzHufdI0Jb3sle/XfDoGjhlr1ld+8OWm7odm8AdIq0OY1YfWc2DF1tSwG0k5ZTGXEn062klvWgQG9rYE37JiKD0NfIDlU1K6u3mhqiy3FbDE1rfCOgipJrPu6mSWhO9sqoa85gkAH6pk0hEMJEllZwT/UWjtYaz6rV2d5YSwlztFKCQHWFCEiHA7esHOuy36pXcGhw/ZXsButxlb65nft8iYjf3xybTXclxbC7uak+xxbGf1cKbFJv6487ibAIEUaFu+UpXy9mZtOkecpmcX4tOes8sSNGS10nx1nenVh1+elspIsuxQpl8pBfv+TPl6nGdVYujOYZglX91I9pHdN6KaMYO3xPkE7MtgJH5dUjPtwP/MaKHqFyhxsjauMeHnsLb+NMezDi9gHgZmtp3zzyhsfLt832ANrVb1ls2smsNhX6NgQXspeB7QPvqqZ2NSZ/83wbxZkRGXdw+SYo9xY6mbqgNxZdH8e8k/rHNfrmxtid0voju0bG6Rxnqz8yvne8YRzL+CIMlsmRlG8+jmEh4n5X797id5U93ybmIykiom0fWE1XZSRx+nKOL7/k//SH9Ief5izLu8Mvr6+LpJSSQI6H6XA8nOsSVkXkeJqTMom+LJ+yqCnDJbY4+VjfSABbvmfZartIBKyuOpaUZS1PZ2xTvTEP75u5/Z+DwHg/KbsD8UYuX32mgbaJ2i7oqz/6WQe+ZVl2F1lr5YkEyJYwpjmnNda4Lf1mDdkr05s3BAHELTp4nDsRNve+HgaxIem67G8AISQZuEmI2/C3pMjrVN4cNtytsfNuA2hEs4jmi7ENsLY23VabTqk1sgAStJvo6SFJzQze/BDvtky/+tBwm3TGVjW1U2bUXY9L8Wbi3djw+r3qGnV7f/oPj1sgMJtDntVqOs8hYR50RxLV7F5qtZevhYJ5VtWDul7O19fT5bvj+2L1ei2LfYTYql/NcvzwXD+Va1QwLuYzZEEwqJ++Lr9+Tl/O8eG9OhlRElwgcHo/kN0OGdviuhME29UCCRqGYpDzb+J4rFUYOrXHx9/kPW++6PH7EbhuuLeJF9z4vTc9wPCgD06/Izd65H9r97Zx9UFxuGHtxv2JmZvJZux83B+Pxhfthp9wDwpv0mLE4m/RaNehN6k/tjAGDO942+7ZkaOMqrmRN9wo+BC2vetbXwd9E8YmSnDYMI+9wsO08S0BZHwvBjY89pP3y/Rx7J394CHu2hBpztnNrkXmqdYLf/9j/j//Lv/+D/XyUv/ymX/xF5//+RV6PE5HZQqV+TDRU6n169fX5XKti2Fke/TwtYSot1TTg5L6tpIgYdYqT6fMrKoUsAVhNrmyEVbdrWGdu3HPm9soQiQhwr1014OWpnpY7rIjyNbGGuCyFtUGIlaYJbUV4evI2CjdptHv41pGOBgZIQD32oyhseHNWuHmtizXognk1hl61ts96zb1O8GWW0gEVkmQLZtWH52ItmyBYzvY5ID2Rpg71CzAcNBQIub1Tt62nhL1fgbbhIu8vWIjQkRHYWjcy48392XZT0XdlWpYCfeqBdnkDANga6CstAhkUclhINXamnEstUR4RJoP+fndkSnnrBFr4vM2A+/evQPw+fK6XBeti0to4vVqWfPZvLodvlzwTz/KP//WD7Nyiua7QRKk3umWV1I3J8J7WfPuht3U3BtL+nibiHa/bjHe31t4s6lR1GbzFNxO/b0P35rH/mHs544NjK/ed+Y2iRC22iUhQ4PdRaKUwnvJctcINr7+SMaItXbBXdhpDCMcSTl+/8haxkdGfrt76yPdx/HvCLS7DcM63i2a0R6ILQVs3HscYFg3/XPv0iP6j/3f9XO3Rfs9fb2Oy3SkRh9gX2Tj/eOvuw+7/jALEZSkB5j45Y8/zf/H33343/9eyrke5HPiWer3v/vtj59fzlGecrJaP378OB+PeZrIQERWVmvyv8VadPSB8qt3Gc2siVnu3qynIqIpUl5rPLe93CSv1XksCLDVLoiIcDY9W3tLRPTDRz8e9Wqnm8oOXb4k2eWwkVbNqBOrUZcRbLYsOlr+UwnZnrupR7qYtlH+FhXHVctUW9a7WI+C7gYht0rcfQgNZLtGbnUevD+zuiBI7f7iXCtMgqSvZWV2Qo9EeE9nOUwHg0FpyXe4VIdHi08a9+Z2cgpVVb8RMeImCozSTH9L/+D3NYt323lck1tC0gDQHdBJrtWqdryniZsi0nSeFaFN7tBa6zRpSql6baC2+p9YLEsRwA0qGVKv11K9HA+ZOLw/PInyww8fAEhKxqVIyPtpqrZ4tYqLxTUgiz//88fyTz9//Rff6/MhIiYTRZiSQ/1yH9yj4l462ZFip5PYGao7cXaGsTcB7W5Tv6WAGck+rocdqviW9qk/Ozb12Nqb/dmh67dAqd+wE/p3n3nfh7En/YP3aqfjFQ9+hN8azOMLxu8fx3DXv4esAY/C/u7Zb/VhpNF49Im3eM+4394cXf9p5/7X+9x7u+M9jwTZDbwTNu6NXuP6G4mPtxYiALiV4iaSIf7jn47/+9/N//H3+sunT/WC3zx9LctS6ocffvuZUeEHZg9+Pr800VpFDnlCtYjCFqketbkgiQYgLUI9IBCQCkQDxHGYqsw5tyjFACOcAhgcm29PSMRmzm/zsx5BxFuoKTz8Nl5A3K3F30TcdhTu1Z5YEfZOjmlMcTe5ImI1mqGkZf0ilAIzq2bKJEwiLRSJEd7ENWmJi8wCtSm3WwdxZ1DtbK+lkrlDnHVVbPjLVUbntmPZ3Z9UlStyKe9L9bh7ztks6sgnCL3JmOshUhIVUd2nYQGTK59uC0kGld+47B/ZQ/9zBDtuTvm85z19F5AcI4da6CoGuoxPiQjCgdVBsa0Kq4EJLVWdmWWKt3uQpizHp6ecj+fzUuN6eErP80E0VbfL5ZKS12UB0ILP7F3O+pxzLm7XP76SYiIng378in/+VT9f9JmLghUIgdzFSK3UGGe6/zR8ORKtXyO37rfxgfd0zjFu8x0sjK8YVW0jiPXH+2m+tyBrueSbQ/bu7Y/guUOYN944/DR2uGubOyQ+gl6n1egNuLvS2By3TDCjjehNEBwX6A6IH2F99wEbRoxEb9fupDZSsG+bN3fO4529hxEtr8mdk2gf9WP3xl7JkEkIm6z9yJlGUox/7g6Ou57zG+dFPKyMETUmg0sq1OXlK//Pv//u3/8ef/zl1/O5JCLitdanp+fLcn3+4YNEffpSzpRDHII8n88REea2LNxqNUrLNUZvVVFEJKqv/Ibrq3eGriySVVoeeqB7qwduKpdwd3rTGAi5Dn4bODtrAloNU25uR7dZ68KmyGqaIlQEIV0JvuZ56jNl2+SKCELMPVpp3I1vNR2UtAKy22mmo3FjPz7kTeDqfvaGEW6c+vZ2OAWt5BoB9mp0j0s0IoRJtK2Ndk+jxg3R6rjqmjJLJZa2/NbzJbcgo7En4+fYyLrryZtAoPfKwxG2+uod37VNDfwtf6eVgFvkKZTuNUKFTaPDcJiEhIuIxJY42FsZvYqInCalINKnj5/PZx7fTSLqweqWqp7P5+++O/UivIt7PE1yyEnS9HJ5/cPLRKni1eTr+ev8y6f88WX+bb1mLXAdoGYc120C7g8HEbGeNR9YxdhCR5VHWvV5Hwm7I3KnPDYr/W1pjYeGewfanUr/ERJvSw6r28k4rSN76J3/1ooau9ex0bfoyR30dZq0wJ7H+hRUQXdSGuke91omH4JpRlwer3Ey+g0j4Db3nvHE02G98QYMJ9mREXI48PbvW1SgDKnIt8lHSyXSwsJJppR6xNJoDRvncqQy18wzNzctbou1r/Uxd8549dZGt4tOB/dqVnZj7BQeGVW7llgEZEUJqAO1VDGpZYlS1a+p4scf5//jv5R/+ANeyrTgeMaVqqdTWJGZWpfnYH7/lGZRjdNhOmheXq7LyxXOZam1WjTv3QoxSjQP4DXcUjb9WANlAGFei6tqmieXVnwWgLMlgmsaANWb9iakFicZsJSSMLkhfCUshI4wd6qAtPCllr5gVHNKE6m+1mtgNYOsKkER6VOwOWnX4FaEJmQ7dSjHuIpIjCRrxGtX9FVSQA8UUfeWxxpEWDMmubcSOM3FPEQEVMiaVQgrUhulUsKjpccPwEGaQ9MEtJR0se61qMWraEuTCvdaHRbipKoC1k7w2hNnbainICAiqTFsIkjNMnHbRI2kQThYPaJJXVAJUVVwTTidc+6SX6OhqrbopZ6g5LangJb7ry1W2T54RDUDmVKCBwNTys0dnGxFlyQAa1o4FXN3R1QLt5ZNveVMagnf1uy1qyoy5XxwmNAD9Xx+eX1Zvn65TjrbAl8iCmtEznPSqRVNVwc/THw/p/dp/k2uaalP8oXBkK+pYknnz69P//CzfnlxWJ2yiy5W14P2wEi6Y/j4ZQAe4cRq56yGzaQ3YheGeFK8xba39XZTlI1guIOy3hoGh2/csw3c8z8MTKtD7i22kuxOOncBl+b9zvZN/yyqeNAzxSCIj1xjZRzuBKace1m4nHPOGYPS+65X3fOtN9pZQgfH8ZAVW45x3HO5bzHesaPtzxscfEOHNjKz3h8ZQnA4CGjjDWNr/YZRORvbieTNfo7Pji+KQaLpM43NdWIc45vtcJShNrN5W1ttKey0qH1QSXSLWo9IolU8WAVExsLDp4/P//Ef5A8/La/1UlAdrlRIRlLNtjqFwbdqu81HKOd8Pr8u1ysDYe7uYR6ItgxWFhu3mPxxWiNACXibiE4ZbWaSJhYgbltxnUQJuXlEtqprtc98n6Px1BsR7YaR5A30sBqWbkefbX7V3UHfOJP0LKV9i6zobM1z2sFWvCctV1NVRITTAwjh6hZxC0Rn85xeA4DaDmwrQZqTnrfyP8OpLhojCNRaVScRabQSEaWgHc2aI12HJwKApHVdiQIh8FVOTCvSta17dzjuodzj+iQUwU1xyhartROl+0ofKM++v0DGVnRut5jb5WayebNxE4dFFB4riySbo/ttO2P1aY41cd2qQXVy1aHVNSPRtSytMOCc05QnH/bUJlOu3n4iKU150nyoxV9M8zTPR3tdSi0iXOD+usjnl6DlCFZ3j3RvpR+3bR/+G4g/OG6MoL/7ZkTUcft38o6iJwb5HgPu9XZGnjT2cyyDuXvR7tXrh4cjexvRyHHHD6Owvn9qm+49yg2g3b63h6jVG3q3qexf7dCcg6sfNvxq1HmTneym6m4dA7g3x43U7+8dh9dEKgTC1kxNY/vjTMfAkEdKdeqMWj7cs43x2k3ArvN//uqTcSPuMKhtLreTYkg02MdtCvvAO5sX54JykAQJF5mR3OKqTNXxek3/6R/n/89/8p8+LYsCGkDRvLzW1z99mf7yfXp6N4mSfL0uAHJKl6u9vLwsFyul1FKyJlUVbHXEFR5UsjYLTIsB2gxpPf+NiHhEwIDUDEWkA978Ea7Xq0rmPfE7TdxXrOlfjvQB0KSkkfjr5EqIQHSNIW3RbSIJ4r4G0G+BAdjOAW/pylaqNj1ZK2ETjJaGIydCWoIH2SbFlqWfk/qi6ItrWBgtuzYBQrDmLY1xjE7e9I3Cdm4bpDcOfVURyA2PNqfuxgNkzV/t3bgjIh5Yak1NAeLuQAAW4YB4hK18t6udx0WLDZT6puZ22RAUuXbmYUf0n2J1txPbPOYRsfonEk1BF4QBCJDiWyrlxsbd4BLiAlELlxCKLGVxh4rkedKcqkeUIkukPJlJKViq5HwAIEkzD/mQ55JcXgOScr76OcCk8lpsfr36z1/K65kf3km4gylY3jD04IZZG5Kyrx+SD6Hovlqx1gcfecBIag7NjitzB9nj+t/tiDeZ4uNS73feQeImT2xKOHaE78hzxz4jMAyf27tvgH/vldf4Ku7PG74Zom6Q2BjqRpyeMOruanf2o2JH+V5CdUfBkb/t6MKH644ob13ujiFZIbbt0VveKSvx1qFqx5zHlbGb0V1/dmtlrOI+vvHNa7xht0RaVZ6WZbJ3QGTNDQOQcr/gKqq600VYwk9MrNWV7s5Pv8Tv/6n84ZdSsCjUnIIqjKA4o/lEAvM8T9NUFhMJK9frtZSlNsuktOgYCUowRNeAD06azFsZiLCwaCGj61y0pC21cU2yVflpat81g7XKjQh9TY8F2gdQvsUKiAilZdW/zeN68tjvwG0NC0mxCEcIlduhhOuJZMuuBCW7rS7IgGy3bVETqxP1plv2FRM1em7mdU4RsdZgXVcCFNK1fENVt+BW8ybonlPipnxojzNIoAZCVo4cNxQTB6pVrIEmSO2gDDSFc4TFllqULcJ1szb3UW8bli2nXwRXlIywqOKjzfXtJCZjbMdtO+wiHIZt0kanql4cbSXF7WgbralWEGndO3Q3gLpqOL0SumlWVdUs5ZybV2IphajXgx6OajUul+VwmIKKYDEHYBHz6agadVmuXl7NDiLumHRavEBwrK6/vFz/6U/lb393EAlElBhrP+62fwzDH7bqICkOxLnhzL0QP8ruIyXxzfl6AxXHp8YPslVzxgBuI6ztHhknl9vJA9/A4d0bRxgfO/n4eac8bC7/EdFTSmJQKjZyvZH1oANHe+WosuT9kWi/QN/qXzcGjMN4UwXXW4jGV7sidTvY9Uka3zImYhj74IOXwfje8bg2bqT+zW4IO9bVf9otmrFvu8N1o/hYy7KzzztHhkBTzrSnUtKUhYEker0ugdTMGqmU9Muf8MdfyqsUKsW0Wg28hkd4dffFWIqA1JxVDXa9XpdlmVJeLsUstFWXMUYEA2ua4Z7uuY/RA5S4i7FrIE4RCJPDt7TQ2HRiLTHPqraSrcJNXycRgY3VRYRI6sNXVa/Wt/Q6F6te7kbblhBP3blaLsXXNO/sW9qtBdA0zrJmIdC0pvPpyQ5UJ4oA5bZh3CNaxzpDGvc2uxtCOEViPQ9tp0OuJYIiQCEEdMSU1MPMAypbsWlIP0jFLaq3LySrq8kECAekqfWX9WRssUpjIi3tl7p7UKpHtDIYza4+LNeW1bw9VVDRUsvcX32aIm7pAEjGEIQ7rvP2ZZupWuso56KrTyJaV6S5PgKrDyRWZrQK2EBELFZTEidEWNux1CxqRJKkyYvbxLrYYZ4jmtugtGoRZqv1+7Uur9dFDnOJV0g4sVSHoFrEp9fpP//p8n9bbM621ie8XeNG1i1P+YjCIxCLapcn+kbeMQ/emyQ6YfvufqTh+IoOO3JvQe/7aKfOemRR+zm9b38ctdzj9rc4Vsfwx5PGrtu3Lg0d7p3sH9aM1+M7cI+/3erTfx0l9xFwxxfvOjRSNgZm3m8bvxkn8kZ3vP1g+/Cm7nXX53HCbmXQviH1fGunjY3sZmu87bHx6KYRrCGEI+l6CyQbGG1vIUn3KkYalkRPyPUqP/9p+od/xo+fYlFQchQFFsmeYplxUUM5P/l8mGd3lLrUWqO2sBs2H2VVadnOoh0jghECtHpxjT0LAAiJ5ugMAOF0r6CJPgZMqJkJ06Yfiy0Pwur8FtiwacuZJqIk24kwYvW1G8nYlp/EavYN75NyMxfBtRldTCBr3jn3ZiFq3QtvRnUydEt37e6OIOHYW57WPkRghSFxt01+arjay5DHyKr7bBYzRlAUoBAIz0yLW3M1BGBor9v4Kx6uaN6I69WimiwoES3zqbv3ukSQN7BvrahEca6JVN3dCRIW7lu8TgT0YZHH7fy3gdo3jvoxmB+6qLc2gvU5BZxMpHPNJtGfJtlS3zYI1HUZrIuqmrVRiOo8HZJKKSZnkCxm16WmJMvsLaVqrdUswd0hNuXv/+I3v/7jV5KlXkUk4Gcv6fJ6+P0v+uPn5S+zhDh7gOkb49rRBG/px3a/tifH73c34xvgNi68/uAOPcbbxpt3y298vN8wNjUiZPtG/qz8vSMCBiTExgvGP/GgnNyxgzsKE3hUvo2wuAPf/kp56xj+SO7x9bspucPc7RrPJVirft3Y2ygjjKR5nKo3CT1SCveLrF09h9W3qLZ7dneA6//y4YDYbmv24fZlE8ObfN2Cx2993oTBijAr6vSIWabCMPXp16/yX36vf/dL+fXq0IgCwokKSe8y/+oD/vrpksNLLdmqVQuEeUpJURb3pgpLSa00CCZCml6eVMAMAVGgwT1jsEuss6CSkkRzOVtjd0hiC4FOjtJWkLunlNbCpoZWWQdr/GmjIEW3RQV3v9Gk000k9XiwNSkOaqwZeoxxi37objjuaD28n6ktD6ZuKYohFlFrUydOvJ2M+8rZ+16up59BbbW+BUYmMkUEDB4IhgJZtIqEwwWxHYhruL5VyKATec2RupqUYBHu5ghlgrijlVHo0CmN1F1XYWalFJG12JCBvrl9ioiZrdU2fb+817dHyP0mqm6+RnK9AUZ9Mm9GZt5qfssmvQdQGYL1J2kxya0gq1eRJI1hSy/ZzXSYo5p7VLeoYRHMkkI/f3rNOZ+Ocylu5RWAl6qIUiqSpKcnGqtCFGqggMYzIllJP3+e/t//+PL+9C4/1cxxIONu3fEe3ovjJGOIyHH3FcFx89vezezjRHcv5L7UOTiCj/zjEe52KLQDmfFdI5KPGL7+6s5vyNxj+/2l/XvfEjo8XjH4M/eFxXsuuFtyiW8hcmc2GE5eviXwGJnHCBbjs4+EGJ96nJLx1Tvl1ZuNjD+NS6d3SYagkP5I/xLD8uoraZxRbgL4Y/tv9rx3r9uKerBRu21VgKLZdHfzzS068FZdqqsc6Tzmw2dcDc5Pn+Y//BJ/evUSVWtxN0KYS/VQyLuZHw5LfeX1qodpqdZUD7XWUmoEFay1hldBNEdXd6/uwY3rRLRqQ7FONz2w5WsRD6bElFKAq5IJ6wCtrklIG48BOt32QkCnmLtv2e5vP3WWPOyoFvfa4oyi5eaxFALxNaFcEkqgrj0xA+ZtCTVYuM1dhJmVxWqmOlZvVOn5YFrhampf/G0eu4K3z9c2fWs3Ny/tO72uqoarmyeqUwC37RwChCTlmtQxItaI6Vhd8whE0xC5ed+MgWj1AQEKuekJ73I7enenXKNZPQaLmgUFwS2UeNy20U8f95ur8TYL4CEPIe+9kPqewrbNVVUCIYwIhzebCdYIXzJo3mpBBEVUqMpo7otZLpfFCXOrtU6YNOegnC/L6Ulr8dfzlYx5Wufger1OmeFEzi/LV0mas4qzVMtgFRTG6+vr8T/9qP/3/+E4pRd8ExDHsewU7CMMtmrz7s5BIzLiwI4s/R7ZokfGDnScGQn42IfbSniQsx8nIgZVfwclbge1x+69SZCRI+LeD2A3tN2Z5HHgI66S68ZM3DwmG0UaSo7ylFIQd3k1MCzZkTf2MY+YvqnU9xxonOk+pHEaxjFzU17tiI77M9PYbNuEfYd0E1/v7Y1eLf/Qlk54N6LdfIyB67GJLarau+f3aUswLBr09zViipAQ9CQz5uG3fFkuMwSMtdwbcPj0kv/4q/7x6+X1ZQ4Pg6uoYaFX2lWmwzu+P4Lx9PlsrKKMRHrKqcTxMJ9//lIuVoofDgdnlFo8CKEtkeZUrJp5SvQIakI74dRoUcite5pVEoJuZm4gVSVFBEIjFlUtpWD1+TYqi9XmBh3N8LzFY6WUzuezJlY3kRShEWCooRwO6Xw+q2Z3C6coAHGg5dYVhoqHR1NwhcNRcgIF4T5lrbUcpmm5ntOkJMEQmmOV15pXVXUJZymWMwSEq3IyMwrbu5TqEYCDauZg6DaJVh0Od+PUaju6glPKpRgBqEAFEaqkIFBEfMqIwmpMQEIYWv26Ui1IhpNA1hQRy7WSKhKX5TxNUwsJ8ohaikILi6pKUmtx+yHVTUTCQqltf8YaWWtBrZ4OEvR6dbuKlIjskSNMvOm+BDSH0LmWgiWEpQbMU0qClr9VRJJZGIqIaMQhZ7gLPDxsQQgNaJE9RDv9QEWbrjayaEqCqMuS22GadActVBOkGiuRvEZdTObkjpRSwHLOOcfL19cwmZIIITRaglOQanUr3sMIiTkKzihZ5gz7+cvnfKKcBEudoZEjSlSV6oE//po/f42n7xFJGLRgeBBV4ISECBDw3YZ9k5esW/shy0BHj1FmHYFuszuuPlybq4VxOPf0cKIda9zxod1PeDBZdbHJN3S6O5QAuNeb4R7SRxyOe4s1h1TUj9jb8fyxhc7CNSTGjNcja7lxCA/bYkfGFCIYuEinyPim8XqTjrhniR2yZYjn6Meg3TlmnIP+78i93+Rwd8q9tyZVsG/qsZHeW98q0e3Y7cjwR8rsGhwps5u5dpvDEC5BUK5hE2L69MofP/nHFyzVAd+qSzpgCWnSNKfpOJ1kukqBQkWmNJvBDbVCRJZlOZ8LyXnOq0ywxdAhpPGbVql6TVosdF+1tKIaa16SpgS7Hca3bjeLyErnZtfB4MOyWwzd1NSprVs0M0BCW26emy8vWjLsEJEkqjlV1lob6ZxUUKVlbBmmu9X15q3owCCghAfuMqlvZb7XNaDS9hhADwQ27zE0lw2KBAi4wyxIkwiYky7MqjplEFKuSw2Ih7LlWo4I86jmrdCqN0dtESFDRS08gkv1YiU2udjZiSDETf3g7msfV7XuOjoz00nRWCv0CjNrWjGL2JLoAO61+1asSzHMtqK0zf0RawLs29k0iUZ4cW1ugH4rSLjmfQAQW+YhEQghAvEIovoahGBmokERepBYq48zRCHabFKmIqDknAlrweYp3/JdXq8xTQloaZDoCCdcUWmH0+GMz09ZwwPV24kP5vX1Un/8ePnLv5SUzVyB7pXuBAIEW9U/bGe7NxHjv+Xqmo8Ri0fBdMfVxuu2er9RlXWHwBi0NTtxvDsv7JJSY0BsvAWVI7r278du+4NPWb+t/7t7VweBZptEO/3EcMjoY+7sp2MEN2Nw3B96Hl/25jffusam4p73fuv+b41wfPXIzPv3Iyd4bGr9NYCmYb/39BvvkaEi7ygFjDTc9XDktY8kehyUEBYiok69sByvl8MffsU//mQfX9UQXLU1DgSDOZ2eT5zS4sZZnj8cc7AV0wZgXtoRLee8LG5myxKCpmJqoT9rImDxqOGAh+8O6KvyDd3DbU20P7omt1V+ixdZzxxmXQUXbbFTAQsiDIbmw8a4V0E07ROFVttJMfoFxE1mlDv1EajuzqH8NrC6e1i4WWPWW2HQQR8bg9p6reMVRiYRgo3tBILuRZwRoeDNZ9rdzHJKwlZIwN0rIwAhPR+4mGuEUFQgympuq3ubbRlRzd1b1puyplD1ljBbh1UxCjqdnq63t64YBOXqvxA5iYhP1hIQIKLVHQ0ATtRoigGSZM/CFx4WAWkyoIhYhKxuAg0+PRAhEd44MgkhwCCcrURURLjckFGEuUvbzeWNre0U4Vvht7bjQkAImoPLpoYJN5DMaSapmmstLy8leASwWMXZT8esohezmijvD3aQQz7VX89+tqYlW9z19RV/99PL/+VfTacZHlCs/HINwwpCNke/vSD+57dtv7n/9GdY19jmiN3989hU//AmcI1X6/ZYbXm8R95SEo6daUxI7lVf46vHP7nT6NxrtqIlyb5XJ+662jqQei6cDqM3JA307919m6QbHxtHOB5Qdr3cfd7dsPs+BmXlWGV29+rRVLPjDWNTI8vpd77JGncLopUHu/nH3p+3Yk1VclPrLcvCloPkretNbrpbQ7sORJiIquZiXmHx6SP+8Y/5x0+21BQ0wgItlE9EJiAJ05zrNNmcHdRSqeqFr5eLmZmVlNLp9EzmiIiwZkQppZQKpjroWomA3UQOCG5aXZF2LkE//TQ2sLn2bwOJWxCuhXcVHEBI2/SJEaQBaxbKJkyFe7cnkSqiYRXt3APG4C5ca21L19V0zR2F3gFhii0FajAc4b7qSQSI7YStqhyky01X3HLnDM6maIl0PCI2N3Br+jWAHlHDUWu0BBBAkhD1lFtJChEpogl0AZUSRDCB5rhZVUnhVp2oHS/bSrBwboNy9xauMq4rwAHtJh+lpNWMRwomFSYtbTqpLuEBbtk1V3VoE2XcAAhXEzpgJKKdqiLc0fJGRaqAUTyHWEujQ1ACkAA8PIVwiC+uUSWEEhIQ0e7h4Ybw2LKQbZtXYrUKWRynXK91MYuIlHSapJ2nX17OpVznOb774bvj4QnAy9dz/nAUSQAuy5VzwjzNv3l39HevZ4vzVSmddT/94fPn17O9exKKx5ovtZ24WwYAuYsp3ov/j1u7w/p4W7u6MDrC4Phrx6IRl3aAtutGF0TwAEq9P+Ov/WYZ4pbW2Xngbe0nueeFj3TohozRhWrHDkYojuG69TYAIMk3gp5KKU0n0BSR61bcVBN4OJx2uoxM5U2E7UTpa3TsdFdqjc3uBvNI9N2wRxbFLRIe27lyZLFd4h4pNf75OITYJM3HIezIOD67Y42doe7GeFugDYghFvUAkz999D/+HF/O3s4gIUQYYIAyZnM7X3OJWdNVBG4BZ9AN02H2QCDVsrgvbmg1fVo8YzuIAIgAKdCWwK2vFRGyea+1BDEijZHcCg+3vDajCmvcR22wYw6nPr8jSLUcQEnUHGEepDtjc4Pq24nNua5FIy5ljbwLgWhLIrRqGEITSSSIh7NVaesz22eqpRLodXp4J5q4SNo6KSoSYYSIhbesbh4RVZgC3nRzHt5EnUxmlSlpnpg0wSNPYUWioZtAXZgk3CUc0WqTtvKRlJbagGu0TURYrQBF0YoqNYnoDrMIEVk9FgIgUuP0ATbXduWhRLhb0F1WTzaGSpJAA+CAAaJgFjWEu7eiGVjp26pirO9NyqTZTQrKxc1aWlGKI5ySIkBqY9itSAdDiZwTJUkJs6WsYh2FCVjQCxoR2jSEXhEuiIZxqqgerxc7n88//Pb7d+9nVTOzy2UBoHlKOtXFolbCT6dDvS7v//q3/qer5yjKgyOAIrHAP/zpS/rjR7x/J8cTBmzVLcHStzCnb+QdJjyynx0i9UdGrBivvi926/MRQMafRuAaudqIb+ODpZS+Zzc3qLuRPj6CB3B+hKz+uN87ROxGPRJExrDTJlM8Iqm7dyfgtX/cUiy8dXUz1wiyOxKP16g6HAfTKdiJ1b7p8Tp9hGOHxwkYCdS7sVNTvknrfkNEUMUjsIVr9KH1F/WI0QaCY2TveHFY4rte7Qg1giC2M4S7I8r716v8+As/vvriqyarZdYUEpFzdq/Xl+vly+vxt08t60vQzWIpkabMVWMSy7Jcr4uZgZ6enlJKKWdQW4Ecb5rvrdD12octP0AAokKV8B5WhS2nWvMgaNpANqMOYzWP9fmNCI8wW88PDIICoZtbeEICtcXZRMC9xR7diluTJBWoLYCplgb3dyGftnl4manKBtm2VlBYyetEc7TxZqBChEnTukTzCzFChcEAwymRJNCsUGBhtKy2GqRXgYQwtbQLIeqeZ51VJpUsyJliaU7uIQXVaEkSJSiAhLu7EI5wFzKTIpqkAGhVlog1Nl9V1jit8DWgqC0hCUJFBBEMKIiASIv3DCVCXVXmzOqUKrF6Drs0NqcUV49wh4KiSEINWCAgTrFw+JqcoWnGKDGlNE9K84swAqV6DRqMTWEcUCiEIetCEpFESanlrjWtjHALijAnNWthYRD1lDRnsuWqq8w5l8p2qDWLsCD869dXj2We+PT+0LLhmVkNpyGW8nR4qiKXKMfT0+c/fjRUU4YxAHNco75++qL/+Sf97fc2z9BVV7EuZET1okwd3x9xOWKvxthxCwzsYRRoODj0jphwA5wN0B7xc/fGdueo/x/hK+5Z3WO3H1vrD/rmjT12YDw8xeZsFfe1rcfhj2/cjf0RHlPH+h27a03LoLUfdQI7vB7Z4Lc6tJuwkV7js29y1zdfN1Lw8YYdf+oT0KWGHS36tK0J5B+Y/9jybmmSoxblm+fox5X6OGf9gopW1nA103/+Kf3jn/B6MZdsvjS/Ayb1cHWdE6G+2PJSTkjTYb5YWL0ip3xKL5+/XK/l9bWU4puRI6SlEYOSbMmJ3c0Jd1cqydr703vI1Ve7Wl1TkAnd15RibNbhNbwVjltWR2yLeFu4a55dbAlYDVHdliqH1XMrIlrOaZIJYeNkB8SjVluNxdwyo/ewLZLmqLXGVkrZq7kHEprDWCtWHxEg0U53QwBdq9kdgSaVBSyrZG0OUW4RGpKCMwBvNd8CTnE4I5YKhCZNjmQ2hR5EI+KQkysj3GEkDokqKXlYeKgWj/PFhKGgkpkhoheroIj0MqshEtXXiQCabj1Wn/jVcLfm0srCoIRESpQUkpGR5qglAKjCrQIEKM1AZIwQKkUYiUK6ITnhwRbVu1V3ocBIaOLhOCVYmpiyXq5RaixOc0QIY/Wsw7pRmvpBRKsm1YikDlA8SJ8SikgE8sR5Tqen6XRQpS0LP5V6Rq1LsYADUzBptFkWqJmdX68tuKk6LperHo45T1Kqqs6nOUQth01kyl7NmNSqE198ef77H6d/9Zcvv/1AQjQDq63zFvzwDbB6E5HetPGM4PvY1AhN/cPObDx+fkSMHczurh3vadeYxX+DmH2nm7zQ0ezNcY2vuBuvrCFx45cBxGBGGg+XKhmN/exa7/1jO/FgPeM3b6g3mRjeOh90HjB2un8eNWyP83Gj0UaOsU5lf6MPXs54mKfOEh4PhjcCxVo1BZtqcZeK8HH97ai5Mq0Hs/D4yN3r7hvfLaa+4AyhQHVnKcvv/8B//pO+FLfI4IKt5nC4WEhSSzjm9Mv5ml/O8/fPaZ4k6lIiClJKy9LShYWZLUtx95Q0Ilr94wYU1sLShQolmWos8KYC6iVz2oitutUQjQgJVOWETZdV681h5t6PoM9sg6fbZQhzN7NKLWZcD14rJbVJ8mJN2GrJEiNgiNsxMIwccmyn1M4OHp7W2KbmQXPnl0lSVHPOEos5QCebkpnNaJ+ykGBEVkxJahSEB1ycGi5ILUWfm4MxBV0SI+iOYhBzuGs21Hk+5CSzqNUaISlLdk2Klqk1NJXakuxREYpQEVXJqhbMmlzXiSMhMKdIl5DW1SUtqY0ghFBwyolksM6zTBPyJCpCkwUAeK2h9GhzbVokdIU/SDApBUnEQa0BM3dCt9xILQSMIpI4zUlmlZzSFNdL6BK1RHVz3eZCJOhtakjmrDk3yw6qwSwQMk0J1SI4TXo4pqfn+d3TlMTqVc6fL+TV3SNaMu91eiNQSpmEa2Ug4Hw+v3t6b+Apz58/f85THJ5OdqmHd0+X08V+uS5uNfEEwPGiPv/x1/nHT+V/XLII07ooJAClivbyeRzkxbg/PTzu8UeIGwEQ94DWHxndmsZXxODw9iZ68P4MMHasK/HGrvLehWq9p59I7t3E21OP+NxBj4O0HdsxyLY8T2NTGMT9myvQ0PnU7MaxpYDsSiRuThS1Obbj9vodY2jfm93pSXZcYaeEGVm9oKU3uCPl2Nc+l6Nyb5ywTvexM30U7brNZUugiZaDfg26CSLc6XecYKRaf9c4iyTbBmifGwXmeW5vx+5q9oFGTL3zQtm1DCAAdfWE/PKqP/48/+c/Pf30+sXqVb3J2hLCCAcD4V9f5V9+4PupIn69LN9fykknnd+/xOWFL5eICkia4NeUJpFSa3VIS2Z7qZen07vLUiLCA6oa4FJrcykTireg1BbubxIu5eoRnqdsVgAEas5zWWqtLpIirJSSszZBdSlFNFsNgB6AB6gQRm36Flg1RIRDRM7XRZVKoZsEUtaIKqGZFeqap1I8JTOTWtRQJtWwSgYpNWpiiggx2zahN+eZDHHhFVHDpVpiSxvkQZkcKaelXBEpqs9ZW8SSE1nIlIOS6YIyEyWrm2YyNCklqYA1IootSZKRrJ6A5JCrHy6ezgsm8pQ1Rz7ywzxfAUucM7HU2ZMIqeEudCxXO0wE4nmaAKdEUDXlUv1SF0RQ0DwXHAEPSRNVLpcLW0ye0NyzpkNiVqaslOlwxDSX43G2wrIsk4aZ5RSIZEarDmJSCdHrZUmaVQjUoM9zIrmU4uFLCQWy5kTx4KRJFNMhHyfwSc/5ek7Lcc6fv5SvZqpzioWCNOViVquLkBLH52lSaJbMmOb8+vXKSVPOmvUZp1KuedLv3h+fn/PxIMc5u6Uvn+vPHysAtkpCiINM7lILFoEk8bpmzr5crhV6MHkpZ6rO6QAp8qTH37x//YevRa+OiOaAj3CL+Hqpf/fP+j/+1fzvnl9Qni1VlatgquEWze2/g1XbxqvDyH1QY9/ZI3J6D0p9S2m2+7IzA2zcaATGHY5jYEW9G6OX2pt87vbT9nZpBcXNGkW6r188pKSLwQ6y452rnVOEaLEHa/YHDJy42ztG6O7dU9kcr3eMkZuSauzTHYLf06JdPZBqpOw4pP79yCFIrjq9bxwkH+dvNxm9/ZFzjCwntoPwqsTc+Oh4/+Na2VGcg/py5KMjNXqywnhLLIrtnoiWouTuEL3/DABIDiP05TJ9Ott1qfDsgrXmWsCoIkS4xfVS81+/e//98U/1WqNeCmY9BATMsGLFy2W5lgVASskRrUqLiKSUIHcDd/cIdl+TiDUyqI26mffda7LVJ8XcW02ylmxNJKlaSxyA5o3WioKtUUEEmoVarVQP1lprM3S0TRWiKhIBtzCXBKVTooaHFbgrmVMw3Kq0TUUhRZrOkECENZITdK8SaKErcM8k3Sdt9m0EXWiES3izN4hDJJQMaWnAESJJkVOEIJrpI8JAYahSmQSQYlez5K4acBNQQwSq1d2qx8VniFCyiiZMMk3JBVEpAhGYRT1OSSIlXZ3xqIB7CBJsTWHnh5RtpRJLiAoCW1VA8yBE1gZFQ9QpSFlz1vmQTTAfzB0ROhnDtdZYii3LAkKErsgpSA+EIHJmSonqHlVBESaJlOiuSSOJJOF0zGwF76bJFpB6LV9bvT7SIwroeeLhMB8nUeXxlDU3NaHO0+TFLSJNPBwO1RIVz++md8/H41FUURfPWXNWVTVuLpRmcACe0rxca1g9HDMAMF/ORcWnFMfjcal1PiSK59OUJn3Z8jsUMBECuFl5OT/99Cp/W+2YF5LFUjBZIMsOg3wr8tG2/5j/nkO66x3m4l7JP+JGR6cd2sjg+4B7mB0B5w2s+Ia9o3Ov3n7H9tuDA9MaGxmPNX3j3/oDYODE7c9dOzsuK5uvaRt+Sqnhyi3uZ+zBaCnqVO49GEF55Ac7fsuHnBwjvXaIP5LpkQ+9Ceg7Eo9s9s8163dziYjx4PXYq76MHkWDvpL6gTS2Q+RueW2zhE40xxvDX/9db1OUatfX/Ic/zb98vTaG5bDVF8AJtMoopfrry9Uv5+n03eGdfPry8fv0/fL6Uha+XqpXq7Ver8vLy+vXr3W5WsB0ym6gopUNdQgoQg3SbY0F6Sum8adh1Iy1CKmopnK9rmF7IasGiApIU8TVWuGtqTa01qZNUzavQLgHQnJOBNwCdEKa17sE1SFSUmLLgRxmOQsFbjXI6hRCqZrWYmtY1WGhqsJACZFIQvcwxzRlL/UwZUWYucPoi5JTIiLMK8EkrcYBKxgeCNNZU4azkJAsgeQsIpxSSq0gTxVcF1ST4uJUIAknqFaDmdtVq1BUQZk1TVOaBZniIQJKuEECl+SAluKiIiKBshSEooorLcIyU5MZangIhAJKFvVtCVOoDCFFoQpJkXLMhzRNaoz5AKwJF9Q9asH1ChG0JAUeJSekLSHelOVwTLmK0L22ta2JNIgqpkxNMh9zW/NltuVlUeXXM5YaAoEwhGoiIodZD8d0PKTpICkLlVPKx0Mql1LcpkM+neaICfCn5/ndu3k+JES5MJ2e5sMxpUxUBuhm1c0I85ZUImkS1QQgXK9Xmw+iicxJkszv5mMCv35FVlureHNBAEyMcC8fv07/+DP+ze/49AFGFMOkFiEWpvfGWt5lbh53a0e/EYV2Lk7jvyNMjV/u8HNkaY/t9Jt3qqDuIDDidmd4m1lwAM+HM1ZvbVTfPfah854+kB0I91c/kusRn1O8Jfj3x3bGlT62sd3Hz51Au2nrjXyLprvrTf70JrF2DWIIJxxbY5OPh0MehhXTb+5NNUY9Wsx2w2kn7lJKDDIOBr61I11sWs1mmbdNNLujQFuFmoqf+XLOf/gVX19L2wjYDHqtzQCcBlwNP3/6evzl84e//FdFyjzPr9clpZQ0FykqWaS2WBwADpGIGgFzD7aCxwCoQmjF1bxlgNv2A+5mofVfmAh1Q0QrCNTYM92jlQ0tUUSkVhcwpSlaFh2yWDBsmqbmAUFShCklssVyorlsbbWrjLB5mpJqKeLumkDj1a2GtKQ51M2hqHU1mlUFSkZAyCQSpFGeDseLvxzmrFLDtJhDPaWpFbKohNInZc4iInBpPuoMqDKJ1IA6QQEmVc1J2GrfzUlm+tnJwmICmSjJYwrxkChIAr8GxFqsrFL0OCkNCKq4hSj4Wmt1CpOKiHioSBhgRqtEICdMTJvVh6q0oIgCoqLgmkOCZEqSJ5UUh8N0OqZ5SoV2POW1+niBOzDJYRJNLU/55FGUmKZMSWYlJeTMaUrC3DTSTeao7pTQnERkPk6qGrCUBbXkPH93Pb28XtwSSaoUawnqCiJENU+SJgU8ZUzSqq+Xw2k6zqqqkJgPeT6knNUjcuTj83w6zXl6XUpFlWgJjui68cicc8ozgFqtFrfintQcx3enSJEm/fL6uixLBFvi7wWhRKJUeHy9yM+/HP70+fAX71NETvM5kSnEwnAHoxzUVl247CjfXY3exKu4PxPsQHn8wC0L3Hjg6NvtUfZ9fOl4//j4DrVGJoGBb/VutKv1pDn1NJQbh/zYrIj4Q1aFkVM20Ogp0s1MmTCynxufvBfw+zXSdMeHdoTYofA42keWtqPmI8/orT2yybe4y40oI/vtwkISjUEAwaYWi3t2zXvj25uD5WBg3/Vq1+GI2OIu36ZY+3NcZBFRvT59eT3+8rIs1+IQ4KpMTo9wWSs1OcKUfsh6ev716yV++fo3//ZvM5AlikUafD1TSvNMYVyruVkorbbFVG/aVw9CI+rjjoogYk1q0DZJ2zNm4e5JU0pia578UBULwtEcBNzCEbUlfwYcd7MfEWEOVXJNcU5wEqGA4Vl5nJO7XEUo0a3gZDOHDKID6V41REEFBRLiKpGTAHCLeVKrMh+YNMM4IUCtpLaiDi5ZNE2cMikRRYyoNYQxJcnp4IGlgkwtUiipRA1KQFL27AkRV8SijglIXhNDkiyhE+iGsrjLEjlhkun9SbJ51FbPgklC4rpwCsmRmZSKvJhZYkCQDi6n00zSAnotV0OA4UgqHi1BgDgcblnT6TDlg4J2PEyn0yElESkizXUbixdVUU2H4zTNKiLVWUqWQM4ChRkoMWdVVeW6U4pFKQYj6HlOkphSmk9HK1dmiAWQnJBfpVwi6GnKiLnW6lE1IatMU5oOOWAtN4+IJsh8mOY5Hw5zKzeYszaTGkWenu353WE+yOtrqTVIJUSV06yamrnBm+V1WRazKUyyTqo6aV7K5er+9eV8uV7hIdCAG7wEBE6Ay5L+9Kv++HP+n/5FZG2ZBJuz+KMVYDSzj9iyQ+HOOTDEfnYx9/FfDHD6iLEdo+6QakAVGbKNjF+O6IS3rh0aP9725rO3vjVhcxDQRUQ3t7cd6R7ZREs01dtPfUjj2B4t/506b76jd6WzRxlck8f7u33It6CQlvzH8DaPGb/czcQ4Sd8i8Y5pk7RwD+8WoKaPfJzjR/LtbhjXTb9tp6Uc+2NuJCEMoPpW5fpBQ3q7v5by5av+w5/04+sZIJGCF7pEz8FHR1R4nZXv8/GHDz7hD3/86fnD83ffvwvzclmu52ut1cyKWfG4LNWusBatOSUzW7G3D/Y248SaVocIBWBOANYC7wUQQugWLfWASibXSm7r7IB1raMAj2tEtDh3eIjebUvZlHuEwA1wScyqTOG0aU7zQd0jJdElQQUVTKruKs0buO/AEJHUQnEFqmxHoymBiV6RM+cD84RDQoDBZA5bKhBOh4QkpEyZSGKSiNCyaM6YJ5kPEk5dLGsqJkt1MvKUyVDV4qHz7Oa1XBk+GZJHDkspBSQRDkQ1FJdzyEFmkXxI7iqK6qAaNPRcSEokVdXkS0nLArBqypSYpmbZRkpIFeasxinJ19cLV7kqMpveTKZj8kDOeshTysjKmmpZolbHlERkSpOqHo5KSK2otUR1EYFKSwo3H1LOOWVaO++aaWK1qF6mKac5AchKgSql2bwIKaUs2auXeZ7meSbVrFDsdJzm4zTPOejtyJ5EQiLlnLLOx8YjBU1RK4m0eU7P746n0/T5c61l3R2pOapB3bEsi24FO9yd2lJmp3KtSHGtxSFlzVjoAFzoERaogID68+fyh5/jeqnHHOFWayRtUVMgbYS7QTwdYY1DTs++lztevckzxg9dp7JDmJ03QdxfMgiUI8J06Bj7Mz7OWPNljV0asWuEPm4HoJsFeIzpjMAYxjR0fiRCb7M3YjU6GRu7Sju63JiwuaquB08AgVawt3ttYYDgHUy3iRmp2fnEHWPzWHd+G0PcZVX4M1dvapzakZl33tZXTP9zZX6bHqv7sD4Sbjcfb96wS5zebpMHp0l2PfLDgut/NoL0z1aX/Okl/f1P8Xo1MlMkIrWsKwCCBgZgCTxl/e7AJ39+//Tl0+Xnn38+Pc1GQEXSGuScUiIXdyxLNQtVLtcCIGVdO+wtFZe53y218DXLS62uoqSQTt4oPJKilKVp4cystjSPfQUQFKlhdNc01ZbquTlBkIAD4u4SQaGqaIqUGCrzaTqeklkQKVsKJJw9pYtUJK5JW6SlthR1Fl2qCpmQm6MYTRMky7spT3NMKR0PPKxmC6nmwRRRWhzQNOk0y5zp9ESxkJw5JZ4OOk2rPHua5+L28nqm4DAlTQQ5gXOoLVJfGdWFMQsmSCJdqoREK0FhweuiFx4R03GOSCIoVidNKaUpXR2hTbM38br4cg2yzJV5Um7qUKusIcuCYgTUbInwlNKk06R+epLTMc0niZgPk6YkOTNnKQXKailNcws1zyLiLh40Y8RTyxolefVFmlSmKR8PWqqBYVXqAVbjWvj0lE5PhzwpGaqioExqBiC9+/C8XK5LZc5yOuWcZ2AOlClLzpPmNbVgGOY0hUBzAiCC9agV6/6pteZJT8/zu/fPH38p5WokW2o4q6zi4Q6klNZqUu6oHpey6CWSST7py/nqoIuYRotvCq7VhlwkO8Mqfv2MT1/TD++qWzt7twxGWBPw3IHAm6DP7cwxnpBG/BkbGTf+7ic8OCg3JBl9aLvU26FmxJwd88OQa+cOx4Z/d03terUb6SNblQHoHm38uwY3oNu3nHAP3LfEqN/Qdz1a4N+cEgymo/ZBt+wm7R6lBB40j4HB0PC2yutxkHw4o/QJiAc3Ch3KyvVHWkqFkZ/16dzx//5gz6fpW/2lcX080mS0RY1qvRvWe9h4Q9jxUo9fCz1gaPkP8lbsBaLuBpBZ9DTJc8onlMm+/913KvnLy1kPSZLmnC9aqCJJp2maZ9hVSjmHwcygQlJzExTW7dEVvgC2MtIEUBbjlMh2zl5PObXWNq2iqKXlR0lt2yzVVJWjy41Ky1+tqiRkyzO/Lk2upWnYErGJa6LkdDimfNDsLmmaXErwGi5Jk7gmhgEeuEl+PmeJ1FguVZRA0kizqkieKHI4TDjNQkZK01I9WElWVzM7TnqYJWuAnCYJT6XElDnPKak7ksHmGcm1mAI+H7T5aEAkB3xGzazi6jhoyhSSRtdmfxA4I6pxKdn8OM0UI3EpVEVKUyN+nidVlRxpCVUz13AejtNm9A13mHO5YqlB5PM1mVnOepznQ+LpyOMpzadEaEpJUwsDChUUEQQdSTVt4eTZwq3y9DQ3HpAPM8nr9aLkfEhKKVY3jYW4xdeznw6H56f5OM9CUBHmmkUAZLx//2SnfFnOIjJNqVnRPCInzNMx6BEmIs5gEk2kdqww0dR2XsuxrVkOh+l0OsyHfD432T0MkTlbrRYeUVISAKWEeyyl5BpJIuWDOy7LVQLT8fRFXhlOBFYGvoq6F0H+ep5//pr+xq+AHiYrBjeJVQU84juGsP/xp24aIW/FCfEQfv4moI1QvuNAGDR+HTZHULodEga8al92uOtlEaTniX3Azg7Rj7J1t/1wOPM13K5xF4Lpa/z1vvHHgfcSaBHRGPwNi2M4Trq7qKw1fZtITkDY5NMdnnZ5f3SZ6OfHiOgR6b0TWOP2yaGwWERAuJM7evtdZRfbqfDRHAcfHPM3TiubBxe3k6OItARWzpt2rs96H4VvBSIflw42AWcMkxoNWjvRYyek9Mk2M628HHlcwuBP1/jpCacrEXL8fD39+PPp5evX1/OMBNirYjZUEI4JsUhT5QfeTyXFMk/vP3zIdTk+vbtclgRGdaacRFOKlCBSSE4pu/B6taV+zZk2rXUn14FUqfUqkqiCYLBK0lraWLTWKiLwgKi1kA4ymERQHVCRnDxAoraYmzCQkqZWISZRqpvJ4aBzoLac4jU8MQBPlK9x1VmqmB71MGdkz6f09N6enifIUcQJez3b+YtnIgnERVQCRQjlBCuHBFXVxJypKeCWRJ5OqkqZ8pQ1sHx4d8hZQQ8y1ZiPp+mTIbSdRQ7HjFjAOuVZRK/Xa0p6ep4lvJSimmTCQTQCi8p0TLNTVEuOeSGTFroRTGkypAiqzD6dvUxJ1QLFIyW/4PDL+fDXPGcV2OwiKjbLh+l0rSUhiUhOB5t9nopqRsg8H0JadR83M6u4Tu6Rcp6uMYWVKcnzQVJmSnI4pPkwa2qnXhERKrKKJKu1Zkw5t0VrZpaYWpa4lHNEHGekLGWezAwSh3nOWwGLCHf3w+nAFDlBW2G+UGpydyRXdQVEDtOVETFNqYGJYFJVwSJdUXrIQAhVqUFfWXgIyVbpIWf1Oh0Or++e7N1JX76Wc1nMVcoU6UKPrJNXXi+OlnSnVrN8/VwOHw7AIZYFkDhNNSUwW5SZqdRqwgoSYeBUOH0uX37/z3/5P/zLeDp8ifo+QgOlaZ0fDhb9mw6go9TbecAodz7ud7zFdTCkde6NjAzpDiG3+3fft6c6msWDtilaXPkDCxxVNdwCGXvq5Mfejn7CXfcjKjEAfgyHs95Vkogb72ytpD5gd+/SaE+wNjbUhz06abTer8B0L/WPj+zI17hfDCendZxyFyuKjd/4vcc6HpgBsHlUB8CbBNFnpXN4d+dGwlEZygfFrvcUlsN7H/vQ6TkutceLD2y1XQ6XVjqFqEoNQAXu519/TX/89fX1tQJKWoABA9hqA4YHgqrMtJQ5t/qe+vz0Pp8OKc9mVquXsuScL+dqVsys1qU6HOEo4YRMh/nYZHRrKgxGrwQc8AhzR6kFaKUZGqxMwJqrmKnlfgwAhCro4TCXQHjknADkSeq1Sp8RkOGAawtVgbR0L6DOlnLmQXmc8uEg6RCH99N37/LxOEtOqqy1VCspLznr7EBlFqE2f3Gj2DTLu8NERp6oKqVEUh6P8/E0WcThOGWd372fRRhhJM2iOlVPlOwGd5+nBGbAc84RVJWU5XBIgpjmBA8knUQBN2U+zCk45wzgcLm8VMA46UwS0gSlOsmUVSJqYqSUXPyymL8sXmo+Zmml1FSpGnY42MIQM0tmSadlqaok9enpXfWrV2uZBiP0fCnmcjicjLBakmDOiQxRTIdpOs6N8XQO5O6l6baDjfuQalkIlZRT0tfXV0TMc04pzXN2ByFpyhGtNNR69G87Pc3TurNuqMumX+wSbttJqecOX9NUeHtszegq0K34RYOUlt01QnOO0+n43Xcf3r/3n36+Li8LJSXVslynlLK6ppxaxhz35Vo/f/r62w/PHnx9fc3ZEJLnWXIyAQELd8Bi3fmKeE0S10v83Y/Lv/3D9L/8m8lQKUVNB6PIuG1HltM3/ghro/DNew9j3l94y+7S61g2wOz/vgkvI68aO/n4544b4YGj7EbU4XpXRm8c6SNNuEVEPd55ZwjfXtRbSI/I2FloE/D7MXCk4zjaTv03aXFnSHj0WeBaFHhtdqPXqEwcOceOfCTbsS8eDn9m1gNWOlndvbsR93ZaaZt+rtqtqt0E7GaO9+LDyFAflynul+x6c5YJAokglhmZYNK4lum8zH/6Ul4vFa02cqQAQKP7moYAHmFkTUynQ5W01DJNKa71cDjUWs2WWms5F0Cent69fK2X6+vnz1dF1pSvLy7ZIVq8ONjCSy1qA5FSilWPoPtdogeg2WYDouaFZMDN1mDDPkoBCcmawJiShFEpXk1BzUmJVucthC2nSiKCGrOq4JBwPOR59ukQ757z9++eJE95nlR5vcb1WkV8PogxLZdFxLLS4TUcXqck8xSgH495Osy1MtwOx3w6TWCcTlPKfDodWjKjYKvREFM66JRrdS+mqlsJ4DCLrJpzbvUilBLBisiiT3IAlVOCyEmyXuv8apfXRS1mpPB4heHAPKdFRNKRElJcTXi1Q0AupVzO83eTJApVUoJICtbI7qv/YEopTwpWQk+nXCubl0fOmdTDtVYLnaYas1cVMCVtXil5TmmSlBt+RcqiqjAIJEkWUVVt7CQ1bw2KHlJ4iohpPRoxqG2BA00JU9tqt0kjIiVp7ovd70Ok1WpwEW3Cq5nBK9myybXyUtjqo4sI0IJkt5ROK3rE+kfKQszvPzx//0M5/fjl1y/rPdN00BZsG6vzrlU/n0uas2oupVQLlURVCI1BlRCpHhXQps0BK8PNM+rh978s//Hvp3/1F/o0c5oNIvUW3fiIWj54WvdfR1VbDPJ+f/BN9rADlhEi+ivGFjovefz+8XWPnGN8tv/UlXujHqt3o58u+iOPPG/X5iPRHjnW2O00Ho5aEGJsesORpuPD3dTRf9pNyfiCPjc7cty+kWaWx2pU32Z05Ng7+j6Oqr9Umm0+ECJrLvoHnrf7prXcj1nYzqSjhebx4nCNnObNtbVjn7feioDMwaoREQtjqmHZ43p5Pi9Pn68vBms5oQEJmKh7bWxanBf3BSiCNE3zfASU1M14IzUcwbLY5bJQ5uPx+MNvfxB+/fL59dPXX1WOFl7MSi1UiqZafZXAJJVluV6Laia0pZdDWCBSygGDgHRVjTBQI0pQ3YLCJBkeLp5lyqrQEOIwZQLmqO55ShJOaEoSlOJGtgcZRiEm5Zw5ZRxmeT7KYdY85zRljxpIqgTtcCLzrOEMnycALHRCjrOc5gji6ZSmQzYTjzplSZlTluMhp4xpEg+JLc+CG/NR0pTd3WsTvNb9U+iqTEkpAUROCkhCUDUnEdCUnNJcQl+X8usXO1/FIyEMkZ6n+XfPzx9O84f3mjVgsdT4WvzTxc5XK+V8PSf5kFKmBlTMQlTUAJGU0qZ29+OxnWtN1OekZCIVZJqO1bxYnI7qFSKSRB0SEZqTTusRREQSqaSRKSVVTSmTqLUGTCUBMLgmTnOiR14NgRBpR8OWwMLRbI6iDPpmorllCKCT0IgYeYlXJwVUkAFRCd5+vgEITSW3M5O7mxesu49O5qxPz9PpKaeUAgmAMCOaOSo26VkRmnR24FpLSiKSqpdrcSN0TjrlerkCCMKjnf4hAQW5lPpf/lj+6af0b/46J7L5V93DOu6PBSMcd3jZMaRx1+9A4BGOevs3Rdk9qHas4JZlZyfmYkDjHWbu3vUtgXg4sN6QCg8w+wjvI78YGdibrCHgW2LNtam78mijChJvgebYrXHAY4cezyj9z4jowf87J7dOl5EBtKd8K6U1kuyOgiN92RVraz1QDgFi47O3Kfwmi7n18HG+xzNib7Pb8frmH9fE2zyJgEVINP2bWJSMeL3iT7+kLxeJLitBAle3Nl7dDnY+qSmBEGGe8nw4LFavtdhiX7+8LEt9vVwv5ysRl7OVUjSn5/fP02FeltrMJNcSGgKKG9yElJSmUtpMtOBPArC6gJyOBwtTUbKlWeJiTs2iqV6WpJo1uVV1HnrWuPB5nhERjLIskhgemdLS/9RgtHpzVjVC6YeUjkc9HOL0pKenKWU+Px+YtNRQ5XEuOeF4kPlwVDPxOs9B0g8U+GGW5yeBxOk0aZayOCXPOR0P0zTzcEg56zSnnmvKPaxSBCmv6bcZqztJNag6IJrFvZJpzlMELSqTKhI9QphE0+Vqv3yyj+epRFBITx+Ov/3Xvzn9y9/kOTHL1RdDVT2wyrzAP19+/uc/Ai4imiih3jZdQAQR2mqgNC38NIlqWlVeW20UD4qkHNRlyXKyFsqqah5mRhVVhUpEJEq3XUe0nAipfXBXTc1PxEnqzNiSlW2r3VuqJFWuQm9qAl5T1/Y9OKjQAa5FT8n23gCxFmsQ0rnWcYzYEhi3rEkkN662KT0IQAXzgadjarp1c2MwCSUpGcUqALPwYARLsZCieqzVCkh3OUz5MMtc6uXqgDsca629CWpmF8HTP/1a/8M/4i9/gM5GiHK3QzuGjHiFQdux29cj8o7YuEOt8f6xzfERGWrH7XjGDlv69yPTenzdIyPpkDUCYzd779hJf9c4RgxO5GNP4t43faUYHYCHKyb0uJ/2QD/0dGbYf92pmHrrXak1MuFxeKNNiHG7QUR2uB8Dq9+RrHOjR7Kurwvg/oxlZr1g9sh+yL3jeHvFLksg77MH7m7uFOj2oZFuY7c59EoG55lbzx1LeLMLMqCkMnhZ8Mvncl1IpUUgYvUaRSJKwN01JMh0OpQ51agoRafsUQE382st12u5XMv5dXl5uYQvVsDgNE0IK6VuWUHbLLeqKoEW0bPWpGpO+VvR2wBVpjldlyWLAlCKIUQSxDRPdrlmMqkggkQWdwRFq9ekMynUSJqv4QKbUk6Ji7XsyxCBumvyY8K7k56OMh/T0/N0PM55TofnWURSoVkcvizHQzaX6uEzJvJ0SiRRBcA8x+EAVT69m9BGQs4T54nzIR0O0zSnNKUIU1UrtdZ6yEe0oJ+WVjnMTNxdS+TMCIqIhZCRcg6Dsps8DYa8OD6dL79+ma5Gl4VeTzz+1fOHf/0X+Wl+ffmS/vOn6/WlistpzsfT6d279P5Y8eFzbviOdj4IUaUQEK5l7vr+V00dhkhSBWZEJIHM2ZKsdU41r6LxtvRwCxDGyjpaOj33UPEm0pFYbaBsqhgf/EXJbg/WzlGiHTiacXCDpAgLIAi2fHpdh2/uAONWKRmkUprnkYgkydGrZ5EquRWNRVBEc87HQz6echJcC0OgqsGIgJnXagCq2QxYcCkGrRa+XOv0NNd0jSTTacLXyeXVN8NPU/Y74xquAfl69b//xf7XrzHNfpp2OT5GMI3BMDFi4IhaHSt2OPYm4wHu8LBD5Y4hjW12sNqxgd3NI761Ox9tOe3PnXFkBPDxz3FVYGBRvc8d+nzwHx579Wazd0l3dm52PvgBjz0eeVJ/6zi83kjcew2M80Suia5jsNyM+D76gewMcf1F659xo/VaG22Y0b6v1hHxlkUmYgV+viXd7K6xbxgY/jhe3C/Z/mF3ch/HKCKGSMEQzEEglCKXmi+lMFp4pLe4uTYRzT05GIiFwePE42QMRq1Rl1ohFBFCVDNgaTrkq18u5XppPgQS1oJsWsR4cXcRYPUfhpuZlYhISQGWUhq/nvNEhlJUGGgeR03apYBJmIRZIrOSlpPkCR50YS2guKpKMKnEUkDMkyRleIWECKZJwj1B3530u++m5/d5OuL5/eH0dJxP83ycAGiWcvV5nr979xw4fz2XeapPs354nsK8LFByPohMJoLjQSXp4ZgFIYpDlnzMx+M0HbIIam3xRpCsKSSCFq3cNcIgEo0UhLb0pRoJjKTigiQzGcjqMH216fV1+XTGuQqTRtGJ+It3+a8/kHb5px+vf/h5+fnqSxEB8nl5On/+4Xr4zbun798h0bXlFXK2pCagisZWlbxLnSKMYHMwI9ea0BFBNveztdzP6q7u6PleG9ZLs/aoNj/7WP0Xci1l27P9LYhYjwckVIVs+3pjaEJSPCLCBNr2mjJI2Fb9YpWUCIBAQJrOBdyYUN/TAOCE3DZFO42RDNLMmhryeMrPz8dpmopJCC0Mbgs4JWYqAFVNWUhtpWhFpFY/pbTgsrilrMhaEWspwXV4cIQCGgyRMLBGzUjKFtS94xbjXt5B/CNKPPKkG9o8GMjf/NxZ3djUeM8jmxnfvrvzzYFgwC48aNu68mYcdWcKj2g2csER4jCcrroz8B37Gbu4e18TpkZOC+xdCfpbxzjT3kj3zFvfwjsQj15Wc5iE3t0R6HeMd5wzwRooAKyuhe1n3HPHO93dVsTIEeGPhaJvtN7N3yMfHTluf7b3eZybO345NMtwQzQdqLawnghdKq6lhCtEES2lyia60QFVCfMSgJCJIUGgKZE8GIFaa3R/ipxSbd5hi5lfr7UuFlR32LVCgqQQoaCZcgo44CmrmQVWp7U55RoV5gx4bbJqiGqilIBSkjAnqESSeJokP4khLY7KaBZpRklJzaHB09zUPmxBpsfjVJZlVj4/5Q/vD8/vcj7g3fvT8/MpvzvolN3rzDms5Jyfn5+vxZf6VSY+P+V377KXeqYLeDyIHmlmeeI856awYviUtArmOU9zdnEXV5Xkk4ighkNYAKw565RZFK2Ea7XwFetDNVn1Nf/yGj8Z/lr8yxVXt2mudo1TfvoX382/fSofX/y//Dj98cvHSDniCOUF12s5l09F7Dfv/uL5uw/nFK2GVjtZMhykw0Cw/df8MlpiTaIpPNmVE3AzS/PUslgIGbF6lGHrICDNsU7SFmCgAFc/BYe1vBHuIaKt6qjbJvDRuWUOXddqK5+wWUkjgmHdGO1NnFIQ2rYhh5QWCAe5hl5DJBBBDxhvGpe2jQmhhEiCg1pzTsfTnLPyQg+r5pqYUpqmpL3aqXvLnD6lNM2zvb428HFERZBRACAqRYOEO6ARGRCLr0d59+40H+brcWJt+sY3xNC+fzum9aCLO4h7AIcdQI8ifm+W99mZO1yM7GREvxEGe/uP6DQOZHRm7i1ERPt+RHJup6VukMMmYWMr7rw7BXZfaA5y/JuM8EYTB0bH67jPFhPmDChFKQy4t1qGFLB9RiusvJ1RWmrOzrS7Sqqv3TtvAsLag1hlOQ73YLTp2RZ3UGtsySUBdC8FBaGrL3I/1ACQdLc4+tBWbWFEbE44MRic4j5V6Ji+Wrb4obFu4DiR4+zeuMtG2zdXqru7pKOXq1iKZBRPYcv16dePhy+XcxK/OmAuYoAQyfECPxCssUAvueb3U1VOzExH1blUWFiSvFTb9olYRXgmHFbtanalF3V3swWK6XBUap7ELi8iQocF3D2lxJa8RhXAlCXprLNokeoBCsnlWotmPUy2lOTyLAflcnji08FO73iuQKElcVs3AGU5JCTw3XMu9TrN8+v1khKPcyADUb57P334kE/HnI+Hw+ldfn6aD1POzcGWya+nd6WUUopCsjyl53l+Ph7cXfWrOw7znOYqMp2m6Xg4SGryeasjljglyZMyVHJgjSfX1KqW1YggRKe5zU7j3wFDRMsVHRGipGSBO/3EJOWyfPpi10tKkq7Fc7oekv7w7pgmfP3y8y+vAX2ahSHiYLHn0PPVX396vTyXH36bfebZrqqi0ER1p0+E3aSlVhAMDM3SqolvUNKcoSNJFlDn1RXI3cPAzeOmZS2BUFWhDVMcSRMSw3JWJaqbuwoTaTnniBBpBdfDQbI55a1psRo7IcUQObNWM/MIbLYbp0TLQt3y2wa7RreVxRBu+onGuxkwX13EEdoKsDexkA7NWMxEp2ma5iPwcvWaNMqUjilLCF7OZwDFo1avdSmWj5HP5/OUWc9VTM6w7JKNIOmhgIvTUSS+Au+DSdL8u+/rv/uNfJjfXXHeAKbv0J282EHssbpPz0a68xTdYUK3ro3QfEPdrfHehwb3uxvG9kc20HF4RJt+4OhYF5tXm2/XbrzdYDOC9q7P46B6nNCIbyPL6ZS55XFovpc79Ly1ci+w907sNHLd37ltVwxcd+z0bnijYq13ujc70rf/i7Wey23CVlKS4m/oQHe8YfeusZ2xwzFEC48t9Nf1qX0084zvenxFH0hfx+uURECYhAjQnIl8OfPjS1xLVKve7PIhgAUEQUF1COAS6ZjS09Gfj1XZzAZTnl6u5+v1qpSc85OkF7smkcWXUsqyLMtii9G8bYOWQ1vags85i6oyff3yGl6Vk2a1SqICmGaBEERMGsUAlFJFmBAiIZk5cJjikPXpOH14nqejHj2nq6WlWIUXJkHKE5Odpvx0ZCkqOR0rU0rH0yGHuV9++P75/Xen43GWOR2epsNhSjnP89y1r15asQWeno+sPic9TbnWqingMc/HfAiS0zRN0yQiTm8Zml10mqY8TyJiVmqtiIYXKano1Cq93DTGLSV5Sy4XMQihKhLiXqV6XIpfFiyuRiuLKA/zPB+PENblwsP09Nc/8J1yMftyKb98oZXZlFdPP325/NXXdHp/nA85tMVctVIFN8Hr3rO/aas27c29lbEjgtNXfrlpI1YBb0AuktiqwyYkV3cPZ2ADrFZMqO/6nAEYQu5g6CaotW54O7PcW+kJhKyehD1HS3c+WnUy4DaugK8zAG/bH9Sskx8O09PTU/7VrWCaDmaxXKs0j7ot80gEI3i5LGGeTsdrWc6Xi6Z0lot5rRGzUEIYnvH/pezPmiRZlvRA7FNVM/dYMrOyqs45fZduAI0ZDGZkKMIX/v93Ct84oFDIAdAY3O67nK2qcotwN1NVPqi7hYVHnh5hPKRERnjYbp/uqtgpeYJzyp8/5P/rP+r//Ec/jhNRrqbDlSP4ZYKrqaPhcptpW6tebdPb29G9br9qYLgBsd5baoMnfWttMdGhbv9kG96VC8A1Vt+2vAHAHrs2I+mpSz9UXONhm93StQON/NwSQLqZwPtrQZft2Yzpdgv79v1at9g+76dNRM5gv+IjNoRkWVMmwkXS2owc1+epf4Y6qk7XAkrfYz/szfqiMxv6ja2rH21bk0bkRMTUi0PUjRyG6k4/faWfv+FcrJozmUVdbQCoQFADAWaYDYMlTocd7Rieaq3Zd0MajVyOWetbmScGaMnki+pW3aKqsDuFyxAXzYmzSDqOoNHUp+kE52EAgaAUobfjTkBUyUOtU4uqzZSGgUmYM5kkftjbcc8Px/Tx8SADK+/Hl/JWplJxfq1w2+2xz8P9cU9Q98RDJuLQrng5m6ZPj4f7h0PejZzT/rDbHwfOwzAMvILjwfbDkO4fjqVMVC0DDK+1Dnsm5zFlT+ZOKSXOichzGiSllNllEBHJOaWkOlA5e73iM9wdYAZFFD1yZBMxdu+Dn5hYQKbOxW2qfNI0uRuyiHKYOMyEfD8c/83nz//xP+iDZ+Xyl1+//ed/qT89S7Ghovz8zb7c331/z2NKnCu7VwvbRF+2kdcXliPe7hS5Ly7CEb7tgRfsVK640aBnkRN7Od5YNGJOJCpEBmaA59kjYIG6c06rS465UQguCzCQEwtHdNTirb8yWHFBLogWhK1doLg23BxEbUlaHpl/2RcVPZGoaeQVGcfx4e6Y0iuTRn2QYUgApSwAtHqt9vZ2Mquqku4HdZznOpVa3ZhBMDJInF7DGOJYdf048v/8D/R/+w/57z7RpCXBOQdT0hPXHjR7M8aGVPSg1+PVu+CzbE7nt9XOYa99uX15x922sfW0x6+Z+x5sm3yGNRFjz0C0v7c42dpsB7IRTr8xhm26fpeIAkuUzVXSnc1Ur6jR+n5jO4IjzuRm1XrMvQVuWg1L/fw3a9pTBbqpXNcm2WvVbgVbdGTmZiu3Yq+vvny9ZpN6bu46rUX/23eZnfZMb0Xcrid5NRd3S8yEUqb84xf69sRFycmE+kLkGpoBwIHZXcZkQmAaxhGe38p0/vVrGrJQMkOt9Xw+qzrAIpm5wMkU1dTNVWdnE06ultiOxyGPCZ5eT/PDMdHd6Ao47ThNkwIYByHmSl7h+8Nunkrws8kpJ9+JDyJ3Ix6OfH/MHx7G/cOB0jE9vZ2mYa76JG/zPB/v0g8fjrvdUMuch4FEwLwfh2FIby+zyO7ucb/b74bdSDnl3Sg5RdR+nLSUeHcYsdvtVet8tqpUza1yKTwKmScRY3J3TpJSAhElyTlzomqLCZ6jog6zJgUAWtISel3ZDl4VRJEC1aHqtdbY/eKWRZIyFTekapHCn8nNzEU9Vx8+HqZ/9x2M/e8fp33Z08CM8Zfn8vVN1SBpds1vZ1Evak5OSQgkhkqXAIPY8y6rk1DUgV3Dkq7FEYhkVY1I4CVyKDw/k/Rn0pyIiJEcbmwA2C+sEQCz2gCxz+jsBHIKlXXcBGKmdisbkq443F0Bp662r5mRua3LTm4OiVNNy2VJRORgc0ucQCUNcne/HxJPsGkuzBQe4UsNQ4cpyuxEdbcfSEY15yRp2NFpFp4FngByL3BnVMNEPjrk04f0P/0Df/rACnJUIs3C5/pbQNyDyebbW8ima762Tb/9sP1tiIqOULUtaaTuXcKz6RFdwuxmI/jXXxuUax/ezui3nvfVUWAz080Pt4sZ0s9mGm3a3K1gzwg0R+SrbuiKVuE9Ytbje1v6DW24/S0R4bqlnpZS55Z+28ht45tl3fy7sQri2p/ickevzweuT8OmO++MYT3r1HgQBiUR9iUnPJ01f3vj8+wROwGyNqPARCUhVIAHOT4+TLvxXCvDiZBSOtcCsDvNU5nn8vLyZjPOb7XMiPKjnESASuR1FknDMCSh/U4+ftgd74apGHxil13eaalCqRR+ezP8GbvBKYFTms3v7u/nuT6Nb/NcadIx4zDyIdNhL8dDOhzyeEh3H3ZpPE5kg4oWY/g8y8Pj/vuHO8Cq0vF4nNWc6LgfmZx8N+7yh48PKUXVnSEPmYgit0OsGA2Zk8FINbLym1W1Mkfun1VeN4AlJc4JQFg+FrSUEPs8Mg0wh5bcJeRRuTjQx0GBGS3HbGUjRNSVEnMCzwmMRHAmcxJGhftp9p9e+NOH/PffEbOOQgPVGTQbV8uVoGxgXvIrYyEqIplEQERKEKjSRY6PCu6LA0Bcy14BTkTamYsuzj5Bq27YuDUKh+DOYKLFGNBCztFx09EghDmM/A429+Aavfflid6uc6VfX4p2+JflrepkGmngon4H2EPnvxgWxd1F2Aw5z8e7MQ9M7MKS8iog1ki3IWZOlIQTQcqsAmZmEHPOJoQhUQIqK4FYYTChOowfvvs4/vBJIHouvt8lIBfVVYl0e9972MH1awM+mwd+C9l7yaD9sOHGLZT3rTUsvR3G7Q+9S82wQbkt2K5vNtvXj/mdQ9Unl7shpe+vVRTb3nR8abTzf6eO1l2UXZ2fAzZ2o67Nnk5sptp3Sp2QsRmuwckBvtChfgOWDB9ubS/JwczFamv2XyE5mwFsRtjnd9g879e8J7q93xwmdKTIr1PMAnBClsSOamaC3ansX04o59nV3NiFLea09KJwocSEcDVzQjXN7ncPRwP5y/P5PEFF1XLaD/n89en55fVczjRP6k45j8xOCiJnJiEh03HA4+Pw+fP9NNdE9vbmhzzAcs5jOU9vbwDw4V6cKA0yFf34IU8zZy7Pz2dmjAl3BzkM6bDj3T7v73M+5LzL4z6nE+09WXUrY630+Hh8/HAopZilu4f7aa4K3+0GcmP2w3F3uNs7SRpGCm9aAQkBHo4lmTMRQbAIKOLMXJlSzmxRk9lnm5mSjIOIhF6HmEE2SO53k0EgJ3JmdoA6VgOBv6H1CrZDlvocRJQ5cUqmFUyeGMIQNvOd5LlWfi3zn35JH47Dp7+/e7jfVzE3/fpt/vFZvpwPk7vJVCxl4jwYR83UpM6RmCZx0lI7WLkKbabwDe+uEjMHGrRjyavLLDOZWfWoTbAQKna4gxzEAjjEoYsU0pK+iwjnHIBSa6UkIkLC6s7mTs6A1uVUqxn6gHy4LIzrFRxjtZ30NyWO9QIz5k66uoxzkKLImZCSjru03+9yFsBoobIFgCwMRqrVBvdh2LnTNM0p78rs83TW6pzZjxm7rK+RhA8MiMju+4/5D5/x6Y6IGFLdpVhiUX5flOmlkH5q/a3HTdD95uF+7j2Z2QBLYy98Zfc3CNaa6pnvnng0FOp/2FwkvPNS+y2t1YbctgZ77Oon0mvF2ni4C5vFe6+Lx8JW58hkZg4nvvjLgygK5BDeUUBtpkHXAt3tJ7dEMnChxe708I11XWx1m+6Xe7EPmW+GsVmOdwnPZcY3UvC7h+a3/u137vb89aPtx6aEoVoRCMjg/MtL/uXVp6nAHBCHAxpuIoCET7R7JVTSUiaHURIA83yW3W7c7+bJwFxmzPNUFZx2wjZDVes8VXc1kKkTS61qVoRq4t2Hu/0P392XYkmoTrudZKsuzOczlzkD+N0P99XUgVnx8Z7V+DCMh6HwrInpw3E3CO12Qxpkfz8e73f742HYHw6nk3mtxXyupWC/4+PdTjWb1d1+SPvBgSELmdZRhmGQIYMkcsaQQIRJghs1uCuCYSciFRGHuSBF1ggwVSNzcxKRNA7CORiXONhRWgardsKD+WL2wHcgtElApOVlaYZ0NRci5urm7snBxCqMTHnMts8+sqvViOo1zk/F//SF9nv+XMtkOE9vP3+pf/6qX9/YnBKbQHZ5eLynMVMeiBjqRAQnCKEsJ4QjLVp3d9ABTXum5zqpRU9joVLsq/emOcENDhJ3J/MIAe+uZyyDAWsBJTiYEiVOYqHqImcKuae8a+1YCDxCtX+FmOHI298UdPbtuODBDUS+g8u1EpbMw06GkYlgNrtHuA8Nw4AzzEzVccyqqkqSGM7zXKepuNpBiHZZE8NVo9Qp8fB4f/wf/5j/h9/bPs9OnojmCtBZlpr0/worubn472Jg+/mG594gQP9q4LMhJK2XdynQBkJ7OGpeefFveFFjJW9NGOqLxbQ3jaLgmqBaV1ymp0kbNMY1GN6Ouc3wqvjN7Wq2dv1aC9ebOto4+o77E+Y3ThcbktDmRqsdtR8osAb0tMl0N7B58lHncCKr9rl90ky4m3XpF2VVZehm1q1D76h6K+vZbz9uDIm3S9cm66tKzUqtjpGHSrBfvvmXJ0zzTJQBBjFgUWA02iEpbuqoIPUqOaWci1abp1Ek54GE3VBrneciInCllEXIrUxTUY2qFlLmqCCQDyNyzvv9eDzsSlHmB5jvUn57OXnVLEp3OwDf//Awz/Nci6p8eBiSDOfj8Hg/1KdXBn04Hhg+7ncQ7O92x/sdpzQMw263Y3GvNrio6t39OAwJYDPhzGkYAIgQk5uC2FnEKCLbbV3OpZYIc2JmU0B1qTPEDHMLfh9wIVBNMohIyiMR+ZLiePWaa+4DICNlBzMrURjxicmFABBYKPHaP0DuxADB1U0mIxBEZBjyfsf7kXdnKqpmUjkT26T1L1/ftMwPx3muw/OpvM08q8+Ti1jmabDhYXf3+NHHHaVE5mGVgrmB+8zBgck90nk4eHXq616ju5xVR/hLbmhDgE5K7ICZaeQsgLs7O5wX6aSaatQeJiIRNmdmdYtiVMIpEpv6tSLd3cEkWJImLJcOy1Hvh3eLROvzl4D3yKgOsLsRgZnzIJGzjqqbRZWp5UaHWc7Mnp+/7XWQtJ+mibRqNVUdsfCmFWaAE9Jhd/jhE/9Pfxj//nuafKKigwwVLiiq6QbBem35ZZGv6dPmjuO9l3f8dN8IOj+6DXvRk5wNnmw6uiU/7f3GWt+DFXX8fU9CvGNlcINyG84jBt+UT711/N1974eXxMBORlfT844Ib5ziNs9wp4K7FTy9UwdfLn8XvtQ3ctEO9ytrwUutOZLdYYsfDjvcHXoR/927mhbrCPvosHbW/dpttL+ljeb3G9YLRt550PeL075a+OuuWq2ZuRHI1CziSF1DPy2F6lvKH2o+kQ420fM3cR/PUsnBNLka4HAYbJmxKnAmyhiYRht3Mu5OXAWwYtXcldScBIDXUtSmWmdVA1lKyVS1snF2V4GgKAkLcR5o3PF+P+52yZ1sKvnxUN7OiZawg4f70Sy7azG9uxt3u10589PTrEPiJZulcGLZpcPdOOx2nHcs/sP397PWWuswEooOaUyZ1FjGMQ05rOJCBkBX/Q+ZmZUI2yIiSuFXzcJOVt2sFnMQqhGRsbvq4gfmDooSnMQRzCgUR5CTLFzFyr3IQtwpuSqxM2jJni5CBKjkpZwgzAlwMzLLnEouTDTQjlHmMZWPO5rnw0tx08l9VgMxF+O/vPpfT8ndAJmrgJQzM6m7DKN8+mDfH2XMSKmqshvBwLA6C5FaHHCi1eV6GEZXi4wCWyZp8Wq8cDkGi+AhAImYGavLU1rqHYSuC+5uakbkzuxIxAREDWJEUgwmonDnKZVVCWxazSBpZ3YGAIYvOrTVTuYgkDOZmfpSEwsdUm+ArF0TQySsi3acIZJd3WHCyEJ4/LD7cfz2NpsTJCfhJdRmeqv7A59fz8N+qGqlAm4wY1XXWnc0wrNBRbLayJL+7Q/8f/m3w7//YwWRgJ2kOhG5IXOmayzuQblHiYZvDcH62TU85DWBbNDIjajR408PuX1rvXS7QfANUsUyRlp0EYkAoFYy7pZo+eoy0BOSHvF6nOw9vza0AKuSENeaw9bm5bH1DVGEJiO5u8KxlsK7pbG90ICb5Do98UT32lCsW7q3kQ8ulXUseHxqMvjyzMXHZilKrYTIkgWixd+TKJxhqHlv0iXMrV+dNv7NMvVUCh2l6WexoUy396pvtjujrTZKrFvkqBf2SuQuZOL89TVPJVXtS4C3g+ORIoiI4qSaZ0kFVFUBU9c8LMRVdTl/AKapzPNcK5o/jIOCdIbBQ3KwljwMQ0qZk7hCWbxqkLvg+u7uDmbGDIUfDruc8zwkSmS7MbCSOXESGSQNgySWxHkgUBYX90GH7KUKJYKSOVLKOUM4ttHdE2WBmBuBiYSczRUgciUHAVpqMBUAMZZwPPMae0SAm5sZUwqf8jjty26al/C8QM+OqJlnEYTKF4C5UaVlxksQCtbzEydWRNxRzRJTPu7Td4919oJXLjNcRZWbBAAlYsDzkJjZyCucMh0f7+6/+1h3AzPDkYkjfBtA8y9ftlzN1sqbkY08VI/xxHKx3UmuElwxc8TCtSMkIkvStiBXi4IRnen6wjYtR2z5LdeiLESRs6/dXNAwDEEwzAwwcgozzpK74DfY2R5S4/NxKVVF8EvEAjNbBYVA6AxgHPLxbn84jk9vJZz+VCMjEjTOfCWomUmZqwqR1kQmxFrNiGbGJL7fjR+///zxP/ybj//+H+qQ+ZoYNGery6L8hlro9tXPER233V68vjZ6oPbzW2rXP3aLn+/SAFtThVoX/tFTDr+WSDYEFR0kbuhN67RHv42g04+8x8PLIlxTWQDJmcgRvFD7tO+v/cUNTfot2rNZl6aFbL/qB9EAemm51eNxbCjQZWy8SkXXqUL9llVZmZl+FzdeHz11aW82u7LZ8jb+JgZtLlj/q/VYIOzXcImPAYBMDGQoqCedxv/jb/TzVzqdC8y9kWfq+AZoeMSC5nmm07lOs2veHw7MzJzmSYmoRjy6mbvvdjtUmszqbEQGsqpFqxuxgEicxaJUT6NPRiBzJzazYT1Vu92g8GFIAIYxI4gAA2kI/RgzUxLJnIZB8lLFMqqmEhGS1LmQgVzIDZxSShAGmMwdRhjWNYSQqDlA7jA1SUThoFsVHknxjZgpiNdKmJ1ASUyZItEYlpIAZtWdmDMA+EWap6ZJWOqWk3nsY7s2zsxOK0Njzswp5aoaKC3HHX1+cPWzEMor2GkuosyNqWR2q2DMbDO7jUnuD8PvP6UfHm03wDyqy0Rdv4j+nefZzEzjsG01bzF+AG4UWT4iS5tf81WRiWpFeXJHbLGqRmEEW9jnZanczVTNzHRpwdTdnVLAJRMxsBTyiGJ9oIXeXw7/Ilk6AJiH1Ligy7ogWwPze1gR7B5JdhhBHCCi3W54uD8cDymlZOqmcDhbjZ+ogslrTaJeirLCTSkJJ4hwTT4dhrobdn/3w3f/4z9+/I//IL9/9I6129zZ2P2mM9zc+h7ENri3oUC4BtIN8ehJQoMsdOJO+/CWPPh12Htrpx/Vhmg1sEKH563HW/jqZ9f/im/CS3vsbUuHawHjdqPjqyirvOQ4eJeQbObWL2Xf1marfqvXvpHbvoiu3NvoUh7i6nkiMnLQ8q0DccTR/TwcTA1Xlev8N3LH+TXT0cPTu4Oka2NgO5q4OZdtz/rlQKeoFGIQFas2n/BPf6Efv9jrGQQz4q3LucPBTB6Hpvr8es4K4ZzzOOzGUlS9juM4ncv5PKtqkiG0JVHCzN1FZBigTEYMIAuPox+OwzgOkc9fAGZXTyS+EFgiAHk3DkR5TO4uwjHDDPiaDCbULCQiiTnehKNzC1gDmxkpmenCsANLwPAikKm7M0Sh7uruCJfoSkQh8sJMa7Vaa0oskplI3c2qqjpTSpGZH01OBuBOAElsVqenuiyqmsNZJNKWOYfmITa0E2QZYNKqAEfmNDru9ofD/sPD7nffv+l/12/P9vyGWXleQQfIu6xCPEq+3+XvPuTvPuQfHvnTgwuRqVUlc6WFgMvFoyfw+pIBoUnhQZkulCZJg492ttVtEXCwyu7O8VtAfS0zb0aAqXXWmaUijwRNV/VSCq3GzlorcwoxqZ1mZiw3CQCClF9pEXqI904jjeX5FTeYYsVWQkVAeGsxzIdhOByGwyENScqs7lHud9lNMzKFVtNiVSyl5Gqe2NwL06e/+/7xD3+8+/Tp8+++e/z+Y8l4wjx64k7YAtaDQ5eh9pe6zaX/sEeDdSTbgmw9W9CLCLcQ2rfTY0t705rt2980clslgbv4rf7J+LZ3JcA1Kr5LnnsH0Q0haP+2/eVr15j2ZHuf3v16M7dbqtXmhmuwfvf5fjK+yh/9k1cLate06not/MaHbYP1l6UJDzrfjgHdTejHvNmey2QX4xMFJeu7aDqEd3/Yv9pQr0gXkQMCUldzHV6n46+v8nJGNZUlLzywBJ02MuzuaqoEBqZpDuHp7e1cHGRkuhiTY3jzPMfhY3GCuC/6K3eUWtwAgd25pDgoXmtNeQTAcDInIlttC3nYEfswDEXnwAYhcoc5SW+CXsfNzIkEUd/FnUiEnWBgTlrWuE4HwhJOQA33aiOyaqHCBqAVpRQzSxS6C4RsR7Ccc0op7PC25PkGp8umkq33gfg8TWGhavu9Xs4Fvh3EBCdaJCRnYmopYtr5YWaQOKF6nUyNXHaivNv9xz/wt7fy9QUvZ305+blGhKfuHccxH3e7Tx/S5wd8OOg+T2JkxO7iUDPAYttacKstdZ6oR73NAXMPY+f25C9UyuJzh7ObrT7O5G7E8avInb5UV1WNdG2h7NJWAthC2Q6QMzlzFAx1LbU2QuIO99puLnUsv3d6dd9kleygHCu/2Lwqaq0kxjSAk4jmQQ7H8Xjcjbu301vVSNXKKz8OAouql1kdTDsJnaUBGMfDD5++++F3x8+PPOazYEYVEVLylU+hlTUhohZBT92pts5rvM1xI3/cUtkNGaNrnnVzrtoObrRY/WsjVWxIe7TQLG2bB/pXD8W342kkZEOT+mn2cLr5qv/83e7aUqCRH6JVdl6OwgXv+uboRkLa0IN3p9QTG+9o+Ob83Q4doUZY/X/CAbw/2bcGsfYKJFuawloa4Dqld79DzSi9/MAvy7HsR6SfvFlQdCe1p/a3HfWr3w6ZmauqlWn/y8vxrZjiDGioZEArAY2xMGBhVI5MyfN5speXoRyUU+X5sDvudul8nlNKx2Nypadvr+fzPJUakYmR502NKptXNyMjS8LjTsZhIEgYe2i92yKSc8R+QkTAIV9yJOBzIpZl+omFOPAFzCzMrqjFIlezA4g840tIzbAIN2CCaNFpKufpFBW+oZimMp1LCWnOaHo7nc8zg5gTVnYyJ47SOJJ5t9vtjkGMEo80DMOYh5RZhCO7LDOE5HIePNgaBrScS61zu3JC4twh/lI8Z9GcIpzmiIgkpfC1I4d4VvzDmL6/z28f8Vrml7d6nsjBnMpO5W4v+3EY9zXznMlZ2NyrwqEMd4ItXP+MTUL+rYpmSX1IFF5h7l7KkgUudHC0iEGyTMrZ3VSXM2mGKJsNLIeZVsmYkN2ouqlW6l7zFLJIR9WKqWqkc10/XEyJ7p5k6DXztmaZbHDc87sNPdr/dPmqqEdGQSFJ7DKO+f5hvz8MT9+mUg3Ca73VRbCbXI0sfFiSgCMnEFQTy3HI97sZZlZNbWh5kDtEXmIZOyCia9p/C6P9vW54vQGW/tb3huR3UeKW8PQHoL1vZZk2DzcC1uClOQ5sRtIIQL8dPZL3bfYz7bMwbwjB7Sz6D9dL199BT8vaIdgkADCCmZHcxIhdU+/bPjbLfTu+ftxtoNsnaeHM2g/ZAXdtxRnMW8D1uxvZj6ofaBtArydseoc+XK5vtn1IRH17t+uwedMGsLZmEciNi2UbRku21DoX+cuveDnXYhVQj+Vfgk39avwQFgEc4ITX0zmB0340RVWD0el0gjtAaqZu6uH9svATVW0qOs+ViNiZGZKwy0k4CQTQCJQhc2JpdwbAsMvBA/KwxMCz8ChjmZdFiXARIkrETKwEuJot2n/YAtxrelh3J5ip+svL27evz89P52kqdarzpKfTVKY6z3Uu1QzTNE3nEqkP2jEb8+C0+E/uDuPd/W63G5hpd5fu7o4fHu/v7na7/ZjFiRxsyKK6CFVhZWFmgKZp8kUjhBaP4A5aFXFEuNAjM7ibKTMxkTnMrbi7U0mgQ877gR5cpuOSKY+Iufg4GnMxqKMCA0TM51qMYFi98dSMYARapUeYh/LNbhw1I+XMeu/EQ08YwmfcccjiNesXmSPM9VlyuAzUqu7uRmZklecym1mtYSfjOJxEFMq3kLSYI3wEkpiIjdp9ZV60lAj+w6OYF1FkywtU7xGjIV3HhxkAJxWWOF1xnpg59iePw8Pjh/uHpy+/nOdZ2xVdNLrk5iqWwlnRaInWhplqMa9eiySWnBNINAj/FpH6C7u5xU0AWuBCBNdSUQ8U/Q83OLkhS/2/G/e5Hoj6Rvqm+n6xypfvOhf0U+vxrQWuNONcj+d+XUahfdXPsSdmm/Y3lMw7UkREBErSauKaL6bXviT39Y/xHtq2UfZz7te3p0ztxKA7he2GXBnHQutl3jg3JrLQzKqDL9PY7NZVX21vug1oB6i/0lFDOLL2+oXZhOKyx9zp4lun1LFI/VHoF+2y+n5xJHB3hwszEsSAX1/m19M8z0YknMkrgv44bBXGAJgj1BkKjMPd81LsJaXE8zxrsXmes6RSaq11HMd5glWQekowY7XiXk2d2BlCRCLMskhviYWCw+/MToEyksiKuRAbMdOiUUkYMKyM2JqNcpGd3NxcYQQFiIxcEGqmyFJc3QzzpF9+ff7prz/97W+n0+k0n8p01vmsqmaKUspUKpzN3KqHi9163hIzV9Na5zzQbjfyAMCGkR4+HD59+vD54/39w25/SONOxjEP+107h5IuuZnDUTiqikAjiRiraegeoYh8nUthz8jPCZAjzE5qauGqR0QEJfDIGPchdlVTRlbCrDpCjBzOZqbnWQBlVzdzY7MIbkUSmy8J9mm9JgFz7q5hHuN2jYloYaGW+qGrqsDcTOFeQ7wOacnM3qZzrfU8TdM0hTOdV661TrOVUpp/sLurFQDVQGv5iWEYhiHt9sN+P6a8EB9mThIUa3HcMDPH1X3fcGw9btKaZTH4y+6rqA8HImIRQx7H8e7u8HA8DsPrYrdCu9HuLMI5JYk69FCrOrubTcJAJiGHqYJA5qROFAUHV4l8YQAWoOgx993xN5q0Qf/2fqOaC5T3zvaMfwW1unW7aKd+QyPX0wxfTRt8HRnS+u3p/WbMDcFiXi1/Znu+b39Db/rpbJrqFZj9BOLDFC5S4ZCKJYWgi4jfQOftcvRko39sM8oFnuxidfTF1Zu0s1ovNjoIEa1PWMVyGiw4bCLuqmVjVUMtFo/ONaWNx9Y8r81no18mZkaov6KaAHxxQl9uALCoXS6BRD0B36w7rqlR/21wcGCoVZinxZNICQ8M5vrzx9Ov89uLVSYxr3P8kolMwr84OGV4Ii0+gN+yn0WPnP1tHj9KynKuPk1nVYdprZZSAqbwLFN2SkRGpJLSUIUsqn+hqg2SB4hBUJGZ1cllEFKYmbOvYjByzqrKTmTInGJPlYmIEZ4DpkQEYUqcQLUoIKaWUyqmxOzezo+on1+eT19+fPvrn77+8tenn7+cX17ezDAXO03FncydmedSGMSRYDNU6hQayzcnMbjC2fjpfGYHg0imX346/233dDzuH+4P93e7u/vx7jDcf7ofx9Ghu13eH8YzlfBNl5EBGJPTguVMnoBK2ZekfMwkBJiqw0nI3SpmIiLJiZOZWYWsZ0Ph7soOdmSHMieHgIycQBmuZS6ocBdIdqrq5uTEpk5m81SGYSRarH9BaN2caVRT90LE6uZKIsnhZoWYtCiEPRwFRWotwQSbYp7rPM+uC1w+P72eTqfzuZ7e5vOkbuxO57me396Co9fqzCxDVtWpzIklEWut7j7mNIxp3Ofjcc/7pHVmpuPdeHe3G8bMDBJOJEUrMyDs6kQ0DIkvpkzuLgqIiITVrVYXzszhUV3cGYVlzEMGaAYTYSCeDscxH0nGQuwoiSmv4MOl1mHMcHYHOzFJPWvaZauYzmWG7QfxalzZQTV5FHwKMFmgA6AwiN2w+bQ6whFRX9tmk9aziUTxkz6CeKOQbI3zmiiZr+NsWhc94WnY0jRv1IVLtr68qxpzTdGXdqzL9dy/aYNpVKrj9tbxLxZDb1xRVPXoaUuPgW061pM3QnCr61KuRo6lS9ouWU+oG0XdTGlDwDfkcbOO75r60RE2ImLOjksOgn4YF36Elnxc/er3J2Mzwj7x1zIFYWGCveP8tjmFt+vbhrFhB/pP2qgu6xbuR3AjdytUnJ9e6vObRvlPkDa+jnDdCKDEcCNIFmQh4WpWy1yca9E4edWsllJmq9W0Wik6n+t01mkqWiOhJauWCktdwXbE/aHV/MBORJnEV+ZlY/MM4pxlyRVmq96IQRHWuCjj2BF2dlevLolOp2k617fX+W9//fVP//TjX/707fnrNGk5vU1mpJXUSSS5k0MjRVlw77RYnohJRKSaVqtVnTlCf0gB+FCrv71Ov/x6Tunbfky7fRrH/Onxfhwzi93d7R8+7IeR9/txf9gdDjvJnHMmASWSxIhp2hzVFR2qurgPEUVU6GoyqCW0UnCycJVfXdcslMYAsCBXO3ItLMPMKDguLJcZUdgCVkI7ylFzWodx1Gk2UiawsJVa5qqcFnoHNtVEZGrzPKeUAEZNp9Pp5fnt9XV6eT7Ncw1H7Z9+/FpKKUXnuU5zjXGVWZ2X+2K6bJwRVDWzALCqDETEVMo87EewCyEPstvnD/fj48f7h493x+PeMBO7qnsl5pRkIBjUzPpb3B1pNQDCwgLmSPBIgEVIsgJskV7SU0o55+P+sBtG4GRuIYJXU7gLqVX2nDziTV1NqwAqPM/zPM/uLsSxHWhxjhtNkbPIO9kzNxe5oUqPY+8yo5tfbcCwh4jeIrCBms2/DR7btxtt27td3ApqvS5xM9OGVH2bC0HFRXi6MqXzpeVbgtePh4jYl9qgyRuZIRAQKYHbDzbvewVoM7bfPnmLvLejWT75P9OZEsTdQFtPxJ4m9bQEnXrt3f14tyMRUejFH2iNV7gOucGmu80w3p3p5nRGAVlncyJ1mDEI6eUt/fSk306qmpgi3vLSYNOwh0bDjJirO4057YcpE8jKNBNlZhbJwqquQXWms5IzcxKmlEhnr17c4Q5OBKeUZTfmlBY9JIGJE4UizcGMMGnHuoRJYeHdHIunUMeFAZeNW1y32L1a1cqUCFQcX/729ce/ff3pp+e31/Lt6/nnn56evpznSStgyEzs7GQsyFFKqsLIvGkfo6QAM2Op8C2mqqUa2JfawMHEDURk5i9v/nJS9/L1pyklJrb9Ph+OY8rY7Yb9YfxwvxsP44cPD/ePh2GXOPMwpGFMxFWciaiqq6tyktWaHVuzWPDM3YzACqc1jVqcCosUzhoG/zUdgDk7L5XZjKxaxFO7Ll5YpU5AqkVTGihRnEqBvJyegyQARdW1WpwCIWfiWm0+zdO5nM9TZiGit1f79u3p168vL8+n55fz69tsSszpfCoLgYyQ+CgEalBaw07bDWJi5ioax1FAqHA3mpTf1FXzICKU2L/u0+vTeXqbT/e73ZGPD8ecczEzha1RRXBZbkbYlYjCdYIFAfpMMFc3U7CQQMzddXXVDPKfEt8ddrvdwPSyrgaMTIhcoWqqzo55rvCSxGoi06EULaW4hy0tdgcECcV2jza4pjTUqVL6z3sUajx6g51eIdTj0i0+bHCyDaMXbjbPtB/27beH2/vNODddbLC6f7hHyE07y1eyGodaBHRchxtjVT/4zTq0V2r9u7utiQLNTIiDMaGFLwAcl8D994jb5k2/3AB6p7XbX10W7ppuxaaS07XKDZtnbnexfdhrKkPCbSSztdBu3Wbk7ZN+ETddbI7C5li0n/SSOEIXweRJZKr0/DX99Rc8Ta1vohWs4OYwCjhfEl8bvDI88XB3eGWAUGulSkx5tVRFzYV6Pk+1cC1KFFUFwrzstahCyc2HJEKp2d1XJ5TLSjo3LRBC1elLPkl3Z5D2OSA8huhA1G51t7osONF81uent5cv8uO/TP/lv/zy80/fzlPYOZiE7eyRZZrc1BU2ERETDZnXI2GLlMVERDvJRLTjVFXmuc5a2c3NUhbVeZoW1lhEOCfm9O35JIkBfHueRc6NmxaZ8iAfPt5/+vxw/7Db7/Pjxw+Pjw8sJWUexzHynwJgB5kWrRy7T7TUgnCnhbwQ0cK7g5Zl5EATVb++MgsBqKaqYTYxVSe2KrV4rVSIDNXdc6bT6/nLlzcims7zaZ7MMKZMJOfzmSCUpBQ9vZ1Pp6lGHGupz0/nt7fzadJSfZptKtVNwBopfd1hBnfAsQiNrhF3haYdMiJCnRdnBG/X1uBaMrFWePHqVqaTVX19fssDHT8c/vDH3338/DkPUSXdqtVwtyNiYgraQ0Tu7O5McarMPWo/mJAjRBBXQJ2iEgSMiISzpN2QiOBew4tHVQ3YpWzqpVQnU1Vh45EAqmYKJxKYr3Urrfmw9LBIi+x6BS89g7VBgHh/lUb9vaoT6KgUbvRpt68NoG0wp2+zp1W3YsCmnZ4SbFru6UQbW8/Bt1XagH8bD3UCWd8sOpiNUPDLFML203686axFTfdVzVs3bcSbpdlMb0O9bzej73QZ5W0+BTJQKGav9qBfzU3vAaNL6atgnZf2twcu/t1Ipv3sbse/mW/f1O3AWmumwOI6ZxayJws78/mVfv4p//kXO1d2AF4BElbzZdR06ZHg4ijuKlBC3u9mKDvMnNQ5oavCwu7ElABjTsH0GZBSop2UpKfpJKCUOGchWjIp8AKY0WbYs5cd6cnq0oO5QrfbYQt36WwBcERJq02z/vzT01//8suf/vev376ev36Z5rdUC6LqgbuH7UTYx5FFEpEPWXKWPGYAkkKRvUSokGOQ5O5Ra2eqpRaf5/l8nqu5VnbL6lZrVbip1hKZQ5mZq1pkZsJsRLMIEtu31+cff3pLicZMD/d3D/fHw30ahvTx0/3Hz/f7+91ul8aRSRhuuioe3Z2MlvxscVRYFiHX3SlqH1zMn7IWzDYzELuamZG7exgg3b1++zL/9OPXr1/eyoxpmph52I211nmu7n4+n0/TDGCXd8x8Op2QRmauxaZSSimhVi+lqKpWN5CBang4kLl6KL58KWqqCLJKBC+CRQmfEmMtnQDJq5vP5eaqRnYSRvAONMxvVM4VpC/PfHr5ZX94Goa0uxsPx3y8k+Pd4D4TiS2RWAQstRVU5+XqkQZlJOJEbO64SExEEY4jvD+Md/f73Z5PpYRmwJwY7mA3nadqDGYeBzElM7hRkiHiB2rL7HWBkSsU2gAxOt70lmBQZ/zusbt/ssflHiUanjSQ3Oi7vKNSGxxv/W6GtGn8t4bammrWrN4boh/bBuI2H+IaDTZdt9Xb0N1NL+lqsVaNymLgDfaNgHhPYF6C2C9E7IYA0DUh3ZDf7aw6lwEExvmyGcCq+enmtaG3m4585dABtKxTmxMgxOgKiN7u2YYIbb56d48352NDeJbNdtAaowcHO1PoFJ9e0o8/5Z+epooEMbMKjyiLYE8NFwUgEcFh5CZQtzEnJSuOwcnUibzWOk1Trfry9jpNSzx7uJnN81xKcedq6pFri3wYeBwGIU5rmRN2ALKcAVesql6RvK7kuvhbGe+aEXFnsPMwT/rzz1+//vLy49++/fTjt28/nc4n9UoiImqqSsw5ZcJbSpwyHh4O9w9jHni/G4Zh2O/H0LqwkLvXWnWuIdmEXGVAKTpXLbOeTud5QpmhlU7zdD6/zVW18HmycyUih4ijwNUJUQ2n1DFnUafzaSb3McvL16ef0ptkSMLDh/GH33347u/uvv/h8dOnxzSmYUzmZm5QcydzW2JxQlK0RfJzApEb3I0QoLrw3AR3U7dFL0UMcbgZvHp1Iwzfvp7++U8/n179dJpBNI5jKcW8RlwOllo4s4jUWhWTqVc3IlmKBSzSdorInlJrKSWUbNUKQ5iTgDhsq67E4f8q8XL2iPANd/PwQjJDKaUGP2fkKZEkqDWXazPTSu4yzdPLa2W2lHkc0/E+ff7u7vsfPtw97gFOqd1fWyRDjdw/y/5iEb9W8hQR0EGeiJjSfp/v7naH4/jrt/NSJpWIic3MYa7kDrE6ZHb3ou5MOedhGJgZdWZOEa/mFOGAcXOdovxTxAvegBveC53xVdzZ0IkeVTaNvPtve/XM7kZDcwtE7+be3KBi//cW5X7rk/a377TpkPrBt3834kSPnFft3EBnkubrvGo4iJZUu7eEi7rXdTtbobL9e6EQuGwqtRzVuNoJInKYY9HJ9k5ubW82h6N1yusMQlzoPTf69V0mtdI8p+3WvrslbQ/izW85L+JGtdiNdrlD7kYGAUPNaqFvL+NPX8eX8ysowYmoOJJ5T3V9YUsXUYiYIvKGiFmyMjtSSlk4AwXdmROJaNDZsLi3TrOW4hoBpzCznFISWQVkoXC6J2KIU5TExPboLwSV4OaX8pob2REGcJ3w9cvpv/zvf/7bn788fZvOp/r2PKu6eBoSM1xNmTknfHh82B+H3T59eLw7PuxTkmFMOcsQvgAMDsdchdWq1QIKg6udpqlWc5N5nstca2EzOk/Ty+vT23k+n/zttX79VkudibQyqoX2yZkoalFY8VqVHKiiBUmciMyn19fT6XSapvthGO7v71NKEv6R5rY4HTCxhLxzvU6wRdbR2Iiw6LXro1XXBKMcvtGqSkDKNAyDG53O83lSU5/OZmbEEZwKkjByKDObqTEv1U6Xw74YaOvqx7wkWyJmhlBikAilqCeaGIAwhiEfjjnnnHJm5sgAzuTsSMOOiIrWojXy7pgu8cu1VtUSWntVK0Wr+jzrPJ/NTCi94vz8jeZJa5HH03R3d7h/OI5jihIIRNVBxuKRZmIRjNgdqsokYRwjE6pOInBmlpRlt895ZPO60Cgjj8SBCN/+0F6TL/obZpbmdrxotRfpapFb1xNuUQeqd7Fpt35jou+hvykGNgD9/9eLu5iTnhL4e0LDBmZ/q8f+h73yvx95O5A9ovYNxsT7Yrhtmv2/bcX6Aff/vjvItHZy9SXZRXq4BZd+enQt1vW93lJXdNvWnuztbM0jqG32Ouel6As6wnNp2i7UcdNjfyCa/vBqPIu5+B1hqLW5WYF+av2H8Yav/f3RhFwIugySbPAKm4t/fcXzM6bZeICBmCgl8moWKqxFZ2rdjClF8B+RI+dcSUDMlBYHK6bMeRiGOhUTSilyMUBSkqxUrKWANICIltQ1RJE9OpKsOFFoa4niYqPWyhwRwAjro8VtfY+zC8Cdir69zU9fXn/+6flvf/t2ei21MPkgzClxFoyuKY/7/X4cx/vH8eOnD4fD7nC/z2MyryRgZtM5nDarVcBTTiwpZ5/NzWrKLCKcALCZT2dmn9VZeK+qr6fhfD6f3uzb03wYp9fXt6Je1adiUzEyEItg0qoEDDkzJTMUcyJyhTlA9fXVTqedFoPBdckAFNeqPw/tJBjICRGg5gR0GU7bvfAoFkVwW067mQVoDiM/fry7ezh++1bCoU7DUK8VEY+lMHdiOLl6JRMiMItZsUX2cqtOKTf07L2E7nYp5yyJhJAHFqH9mA+HXdqnnHMeU0op+mBCIuaUg/xEXM40TabYjWNVL2UqdXI3IjbFNOk8laeXcT6dTSnxWIvP5fz0a51Pvz4/03fff2JOIpIzh8EJMHcxjxJCIsJrpvqImXVXcy62Dp4pDUPa7YbdbpAkcEEFEZO5ujIvKvrIDd52Z014qAEjDrhrbF/PIK77uE1pgxWp+xPeg3UPBbfI0GChPyq3KIqbVwPGzSue3wheF2D5jcQKGxpzO9T+J/2J7bWLPdvdE8u+zR4tPZZbugm2nwO4LbbdDLboaFovSfSA3r7tNyOO+4V+eAzNrUtV0MiVEItwNW3V29qdaRMjIlUT4U0v3jzxFqliyRbTE7/WV1gII3pus2Eki89po4XtrrZXv9YRr/ouSe8pVusofjWonViyG1VSAw9sVuyvv37481+Hn2yCZFQlhyQSx8xIK0tASxa3ZYEYA9O0y3g5p1OxT8dUYQb1SpT2u+P5NMPZFEVr5Cp2p1qUiQ67vZAwl3mu6gOpktoglWGELDwSOXEkRVbURbq3sGZPSgKjqH4DoqCK7uQpJVioUr1UVYMp0+y18F/+9OXP//Lr8y9qUxY4pSpWmZEzPz4cPn3+eHzYj7uUEucj7ff7/X5Pi09UJNmrpLO7Qy0iR1QUgbDkEDhUzYjYTN1tGMlshDmz5p2M+8dSyjzPnz7Pv9xN59P+5eV8PpXT5Ke3Op3VHcU5OamGA5sKgSDMbsaZE9VZjD7sjne7kaAp6RKZ7WHykeYSs5w3YiIyVV39l8/zPAxDfKW1RhY+cAJMkAyoWrSaVYVXIibn777/8P3PT9++PNVKDqj7PE9pyEREwe+rV3UoiAcjCzMMxU7HaSHPJA4lQsokmZh5GIbD4bDIlENKmbNIxOTmnMcdRwnzyLjKDrPKIBbUWgcSTnt3LyUByDmbsfuxnXN2lFKm03k6Y5pOpWgtNs/65Rd7O9XT2c5/LVpfhBIzHj8ecxqqmTnIq5tBxFd3O1UVcZZEIEd1Z3KNECLXIsYPu8N39w+Pu6/fnuP2uXlVMvaBKzvXnFnVaoEmV58lIRN0VqcBzFaLGOAMMidbU+tGCCpzMTcoGwkRSEt1pcxZUXLeu9Fci7qGdUKMlb2UgtVG3tCDOns5rglPL07dwuktmLyL8v8K/rT3HU29AvOebtE1e90DV0/GesKzxc+bajVXpO66UiitP08G7+N+Artb2JFejxI3xGYzgX7mF7rq6KexmWE/1kZOWsq8vt+N9Ts+7y1mPe2N18LRX3tgR8hYG8xKb95J0doTj//TvWlj2KzM1VCZhRCmeiKoGZU6PL/mX17K+fwqaoPsz0hzhcAWkrPufZd7pzoEyCzKPE2T2z46yHkk4gobhp2ZiWS30/l0krRPKRX2WorpRaA0U3YDevRc09ataiR3t6q2JiVaQsdg7hw2JXdPkmCI7KBExCDiVNS04r/907/8p//nP/30t9fnp8mWag4Mm8bd/vHx7u9+9+kPf/zu4+c7ElctxUpKicht5UWIiIHIruK2Kt+jJwOxi4hbCGcaphd3z+FD70tASegW97vdcW/zXF+eTy/P5/O5nE/1fJ6r2mkaz6fpfJ7NIJxIWFVLeUuyA+mQ+dPnDz/8/vOnT4/jOETIHbx5gMZuXnIoeHNoXk0I/Tn3LuhHUo6UMHE8nJPVkILqLh9//4cfprOr/qXqc6YhyzDP1WkpmCJEkXe6quWUALATQOE7RuyJeBg9pTTuht0h73ZDePEdDofDMUw8zAKK0nzMLAgbTMhtieCkAhAhimQ7wbTYqoQBkMVFxFbhXoh2+/3jh6MTrGqt9Xyap0kfPrw+PZ/Op3I60Vxev361+8f86fM9M6OrNddze23dmBhM3OEAERmBkuQx5SzEBZcgeOEIthI4U3UTJTNyGapCDSIiKRFR9Wo6V7M8yG7MOS+uVZGbSo8Jan7SOhUGpQgVRxGClTm8aiSK7JHQIKgVHe73iNQAoc2ugXIPKRvXtXdb2+BMv1YN+tC8Wt579WTmlrfuAbynIm3wPabFt0txyGtNXT+e1tHtLNyXuqCp//+yImv5qZ4MtNVs/fUYfdWxr5Xe6TKmfkpBZi6UjC/F9TY0b7OCuL7PtJrgblcT19JrWw6/ztTQtB59m5s5tjeNYXlXlPZrSQsdg0NEuqK3yMDshQrZPP76XE8vrmVQqBKHjYdCQm1476BQ6fiypExJJKV0Pk2Dc3UvWt/eTkkGVSdhchqGYb/f19lPbyczpJRcoXVuVTJZwEQpcwq36yVS2oUpjLJt1yJ5skOjsgzJerUITCxEbgS3MEc5J1PWqv/tn/76//rf/ts//eef5ilMbhgSH8bdw+P9x0/3333/4fHj8eHDOOxRXc1nNncttsL3JenfUgF7KfW66qnchYWIGCFpMDPRsuNL9O5yWhbD9f3d4J4POz4eeJ6sVo2spqXuTqfT+TxP57maE0RVz+fYZTne7f/wx8/f//Bp2A9O5h6JX7H4kC587sXGEyVwfBX6jS73pZnoF7YpMl2btdzb7uQGNWUuD3fDH37/4fz2wlLd5HSa2IgSwyOm0gjsBBYWXuIoI3lSSnkcx91uuHtMw5B3u2G3H8YxM1NKabfbKc5Lsj8spqfI9EZEzgmAqxaEe2ZEMsGTEJHDmSiJEJFqhbmu5eYoiTuZIQ0ylbOwp5H2Se4+7B4+7svs81zfXsrL65PpPM/zy8vbXkcIi4h6ZSzX38wuARZLpvXlkl5uqHAaZL8fh/2IrwWAKUJKA5zII7+cVi/uauyWCJlIrOp0Ojn0bjcc70ZJiYUSgV3hCgFnZmZ7kFJQxlzLUJSmqZRamUVNiWxxH2I2q4A4eAPlDQd6XPaOZ+0xqgf0/rEe7tqTjZ61z3tkxg1ta982Nr3RuXcHs8FPunn1o8I15sevel+B9kwbWxtzT0TSpteAFaz+7EThDOBLbV6zUD1tFrRfiMvNdBBRXbKZXE2D1sTgS+owv5rPZlab0W8+bz9BR5mi5XcpymbARNSqHPo1GW97dvvz9uFmY1Y8umxMa3MqZ4a4ubMTYHCbzvrli7687OaaDTq7GVRgcFbHGt8Y6fjDecrdickAMs1ZXlUH8Fzq9HYeahpHrgYY5lrUKedR8gzMi0VI2IC56DSVWhxCzBDhnFNaGcBaQcK+zonWPHjL7AAjMweHc0JUfTZ3hBk+yEyaiz0/n/7yL19//Ovz+eRMecy229OHx7vf/e533/2w//B4t7/LLO4opzmG57ZmZV6CaXTdDk6OpdSRq5p61EXjBKfFmdhUQUsZEoeTr/5YAIJfda9QZs55PB75eIQblaA+hc5lMLN5qtM0U3jkqZ7eCrHe3e1//4fPx+PoMFUlkUisiu7lHl7dQDitXwyZamrMAzkvBalIUhri26ragECrhat07MI0ncywP8jvfv/hcMzTuT49vegju5GqznOdioawCkDrUrU079I45v1hPB53+/3+cJ9SSpJIhLBkYzPiokXZ2VfqbqG5Vdvt0wV6Qk0SZTDCO1E4pQRCKSWuqzBcvZbiwJgY8FJK9So8qFtwUMyJuQ4D5Zzv7g6P875MZ5JIPQBiN6vmBmZaaM+Sb9DMKHhf88WHkCJjLxFzHtP+bjzejUTPANQU8DVBrnvEWLmQUVX8+Ne/PRyH3313zP6oVrSeX8RmoUSFI6tXLaSVsKT/SCPy4bj7/Gn8+J3n47cX/vZVz6eZiEUYJOQLT2Nm5jPf2IZ7lOtRJd43QouVMNzKRrfwvfm878U7OeOWBtBqDQm7Q//aAGbfeIO4HspoFYaa+q5vB9evDYC3MfeTQpCfpY+WW7PLveruay7bpe+G6fgNGnDlJRzPMFGkdLwm9U3cAYggvhYgXKL2aBv6e7VAzhYuci0rwJonM56vpiCAOqMfwmzhiPSSkcs0srbbMk04Nr5w7X3vU+DXfEpbiqZG8M6MtCy6ZHaEzy2DWFhZdMjjzBUsBGV28urqCiz1xN2wxJyG+y6WpKsGVUrJqubqnr3WKoNUD2YappdZiEgpPs+1lFrmpWDlomxwd78cAGAJ5WHmcP1esl8vRZSZmMnYrHjIzkTu5FDzEAvIneapfv3y9s9/+tuPf3t+fjoLec56OMrHz7vvf7j74+8fPnzecxagqlWLZVIAnJfszrBStS6R9sysdabVxduqBrsdFaHLNDNzhOZWj2wIidOi42q3cQlcIzaHwzmn0MFKpcESwLtpgrM7lVKYJA0ZQJlqKdO4Gx4/HodDZoYTMyePgCxwOBm4B9m7qL/JHa0E6XrUmzqx2SCJCO5m7RZgPc9wr65IYp8/3x8Pu2kqnz/dg2U6z6fTNFdzJzNTc3efy0QieZBxzLvdMB5yziJCKQlf4tLNTN3coapkZkIMLDio1d2pFuO1oAgHZoEieV11I/e6opK7MbMTi4hwJiKhFKIxkdQaidEWnRlR1K4jR90f0n5354QobKimZkaSzMK+SUQcqVEBuKp1Bn8yX+R/4ZTkcEx392PKhGBfmVZvN1eHqSUwmMzsd58+HBPNX3/9pi/k1XQqYoVtL0yupJWrihvDQ3QSM7vfTU8/T7/+efj06f74eXwYzqM8nVDdqhGAbEzO5DWQo+0yda8el2+pUQ/6t0jSf9jeeMdk90/6tUDTCEPf4EYj10PTLZ5vhr2hTxF47r4ouIKPIV40NriG634w/bDbSFJU+fVmJgr1fXM/b86ktiSZtjVL2GYdGwVrXmTauZMtDfql70h97wu5lssSt5U1GK6EjMvG+DuZyaMcTvuwF4p70vUuqXf3izJwLYnQ7xA6jL5tqj8x3un9qONKBkmLr5gZEWck7PfyD78r317Lf/tb+vE5F4tTbe7EPK+ZvmOZ1wUGWfiBKe92huql5v1oQzZDmdWJVRVMIqmKJRncz5KSZJpmnWtRXUYl5gILvQeFYLOk9NY4ZO5rGD/H/q+L7gQ4c4K7w3U5gGBOVvDt69uf/umnf/qvf/3xz193A3/+w6eHD7sPj4eHD+PhON7d52HPZlqrElGipO5wg6GiwhlmtVqdzNaI1+Da+n0M/y4tVQPcRNy9qhORiKpeHGE8TIALXxWacY3DS+zEJowhDylR8CZmkQJcmJkxljJwkv1hYGZ3dZBVXzm0dpOuGNU2VL58qO5QrT1MqBbipKqlFCiIkVIys6gfAQQpwjAkZh6GRI8MYJqm8zyG40PVxSZXTKOuLDNL5pSZCOaVAA5lrnvAs5upWRRQCMnL9KKgLtOSLpOu8j0vLLARdKqIMB8iV1PCouF0lFLd3eBUzWCjZIZWrVHViYgcxgxmcOh8iVSL0SWk3RqLEbbFqPmikU1csfgGmbuCiAW7MT3c7cYx47zqiWlJZGlq8IGEkjtcoSfRcX79eq5wN4ZxBjKfXVwr5pm0ZkJizikxszml+uZPX+nnn+yXn+zxkXd3uzzy7nenqq/FqknoglZMuGBR/3dj9qBr9r3pSHr3hMuZ6nC11/PfolbD9/616Xqjc+vxsFkH2uft/a1SsR9eA8PLsb/BydZgP+zNFFIMpIfUq1a8w+6rH14JbnE20HdM73TWT7X/t2/qQn78KpBiM43NbzfT89V8tQGFzQTR7UQ/tj45a9/y5jD1bd4eIFpf8WGd1aCCJUIwVzYZy7/5fdmP+uHo/9uf6C+/WK2eyAizWcvwHWrPVXpcxl9rHQVgRlUG7WScqLo7C8/zTEQWicyZ8zhQgRlzViLRMFgbOKVEyDlH5q4gbsQESHDwYKao2OMOQOHmFgn/25UjMAxMQhAYvz6d//J//PLf//PffvyXb3XW3//xw3/4j3+4fxj2x13OWZKzeK1TjQh/IwHBLIy3Wm0RuXWViZ2rmq1symUxI4KyVlszEDMzDK00x7pBywULrUOOH7rDTK1EMRnwUmA0Gk4pkXBAuZuxJEkJ0hwmHeYsmaQ7AGsIczuNdB2K0KPJ1edh6y7V3RPn5dAq3Kr5yssDIOIMZpjVcZeGUdRDUyWLzZK398LNGJEt35qpzBS1ajgmACC1OEm05H6ElkUWDRek0A3EwYjzEfGYvFQEh0vnYqrLfS9mIuGVyG4VJK3YYCmaUuJEKWUiUhXAw6kBK9/pzQ5P7K7u7Fb5ugQcOzFoGNLxbjfuBN9A5GAHSN2gcBcHq5Kxutu44zzA6jS7DUmYYQXnUpgzq3MFGxtc2a3WWHI+6ygYZ6L5ef56Gj4c9vf38tF3+8dhvH8+YT5HFK/4Ddr2kLJBic0haT+5BZZ+Q61zOevb7N9Q52P1LtlrvWxA27p6Rf0Vu8Xty+l6D4R9dSXYzHoDjH1H8T4tp7zTEjadWJzFtgTUaeFue+pH35cLalsSPwjRqk17tf1s9YNXw+9em5n3CjEiwqrfA2Bumx+2PehdD/rifV0Xi/GQr4N4tvf8msw0hmIz1BVMoeRjSk7Ozl6tOOrHh2E/uCRTTDbL374OTgKfAWfQwmq690viMLNSbCCQcHimhZuwG7Wi7kWrmUVas9Pb2+tpdvc0DFq9eI1EZBBOKUUJ6pgBM7vaWgVDnNh1ET6IUwQGxTBU1Z2YPYLt1bzO5defvvzpv/3l5z9/La/08eP93//h+z/+w2MejCipERFUq5mpWpndDImMADJ1q+QCc1MvpdQSQSFqZlRd1dyVaKln57wcoT7wO9bI1dYya24RTuIeecXJFhmByNnEl4SpECZfQ81EhMndXK26K1gk+LPlbLPZkiIT1LF15qEM9Gv3lqVNZsXl8y4T/pJsP9SJEdGpGrowkjQwp6aAdaiAwt1cgJS4uZyB2UIMJDGzCEsiIiMFKLy5Fm2BqpuxZ3evAFEc88Xo0ocPx/I6GXMmhxGYKYVTgEJJAWg1F0kswQwxMwlHNO6sNeecZCci0zSph7eFxPTBHoFHkZdJclr67UQEEdFra0fTuETm7Jx4Pw45N9UxHBSZTQEmsCmcNHRjMghnOJSiJoVVgrPNrubqa7wxsQDMiWbiZMZ1FjeiqdL8wq+l2PPj3//H8fBYCs5eE2eWFBEjDQEuqsIb6/UtvjXiTZHyuDvM/wrI9FCDTkbxVeSiG3qDa1GGOtrj14uMjpz0ghFds+z/+rwuiPcbclX/ZIq33IXFLBJxVY8rwszMunLT4VvirmbWSvi4GdD1dPkH6EYQ6Sytywvbu1nHoNekBFiUf9GIr5q7mAYbLS4xiLy5IOM15Xe0JpJ6wbatSCMPbYGMXE1zv/HX+6Fdqqhm3WnWBXR0q8eXtsdLk+SZuC5hM1YYe0kwH+n+5Q8y7zLd7er//f99/PllqCqlGsTIzTQ7ZZAJTYLiOhqrYmTyqaTjkfPw8nI6DUkwAl7fzonT29sbG7PkSpMncqiXMp9K5KMMFFa3IWfJWZIRduYVGCPnsIeoHqlg1uMyT5OIiOT1MAGR6UdIrQLp5ev0L//1yy//8mI6f/yc/+7fPPzwx/thzwCbCntm10z+WpnmwrWKg8gMIe1wWIK0Wi1LVjchSsizzSAhErirVuaoNxGVecnU1NQEMTAzb2tP5G4BzQhoXtgOgZtJSiwCCYcOACSSREIeM6LElCPnFDsLyGAAJSK4EsBg09jLcH3QlJITYxVxzMzVEJWWuvPmTqqWUmKnlNJsVMtk7nCG8zzPzLKJUWMQKozYVi9jOMxNFWYg06i3pDqbhpsK3FBLcwgmd3UjN3JbglzCjGZm7PCwIkERt5kIDhECiEyZk5sCTswIqsQgIlaCaYUCYWYhcpCI1SrCrgZii5Lqi8/9Ap1a3a2G2xsza1lqe8f1vqyVERhCFAIiE8HIwFwnmFPKaciPd0cgstIzXAEqRdMAoEomdRWWfZZM8KpGUFYhJsqkFULq1bUYyA1CnpzI3CVnTsVUddqnlBi1Vjrb+Jfnt/L/5X8oHz/+w2upWi9crMf2gcx8rUdwCeNvyHaLwtQq+601yeKx0MT2AnT7KqC4UYVbCOrBqvWLGzLWoy6u6UT8G4ys3ZZZ6VRSVyi6EjO+8S6OH/b2pzaG1MhAj6G3g2bmYPEAocUXP4yNy+2NS3e7IiGF9KQyBppz7kfT3vewvvmqDYx9LQTXkVmixXzZf7KeDADa1mvzTFwD087TgxYFXFuyfl79KtM1m9MLs5sd6jPj9vOaku1tyJ8fz//rvzXY9J/+u//zL2RupKZRz57cfVZzww4gZnFzd5vKfRpPw1Bsfn5+Hna62+3clzw07h4FT89vJzcax9GU5vltnqsZZRkcrh3HtEzwurxQvxHtsctJJTKzUiuRaMVPf/v5b3/5aymnhw+7P/z97/74j79//LgfMmqtYHbXMk+OQpT6e+JOS5nLuiy4O7mbW2zc4q7D6x2OB2Jpl0IGZMzLMe65tsbXX7a103evFzEu88WTc3FCieTMnY6emcOTk1uRXFqakcXnd7lpCnjH91C/vO7hk29m7BxZ+MwVhlptibBZqZSZ2pX3kXqnYW/5JmpVohbAGCIRwsOFiAgrFlgYgSKTJ5pwhmZitEUaWjIvhvuPhwrTC5XlpiSCo9YwobWpubspgMpBt8ys1sprIQ906sdwXSZzhbaj1c5bU70QEWxNzeVea3UmTqK+qKNFZBgSsPCoaxa9hTdyNSJNKQ9DEpHEJOwi5GrmJoArUGPWRKbOZAqCwyCROQ5QdlcnVjfz8wx58uGvu3T8ePz49SnEP1kU0XYBvXbx6ZpIbOjE5tXfu1tS0YvUfUeb24r3ANM7I3S/yP3i95gfLTTeffNVq2i1GTxdV3FtOsDbh5dvzdEyXrdPG8JuaEZbs4tQtoYrbGZ7S4FuF8ivhbtLFytMvCsYvtvgOvhLy8tINKqDrtJXeGo0n43VzrQ0SKi23Uhcgy+ut60N9QLHK5r30+//9jNqE6lkCZ7ynv+Yd8cDdgeV/4x//jlN57lUJy/sSiChVDGACyDChX0+zbu3SkY2DpjrNM3MUko5Ho9MyUlLKa+nt1LqNE3z2Wp1ScMAKUVrrRWaicLtDFj0M5FJzK9fWIfdE2N3j4QxgJj56Xn6+tMXL/Pf/fD4+Pnuj//uh7uPIyefJitqDLOohWqkOqu6lqrqZga/5FgC4N5O3ZVFN5Ts7GK2pGonokjjTNdFbNch+9XPb27LohlbABGtdnucpb6wyKKGDULCTqs1rj0MgFmsa1yd4BySv3WuOu7ODHeutUa6PKsKW/zfCGBQMSWKlEqEMMJR5HlTrP25u5s1L82QY9zatYruiGjFrKpNgWsre2dW28K4O9FV4U5mXqsXxfuF/pFLlBWMu0RELZF+xGURJQBmblaF0KUIscsCxSkyNMNVj9HrQl3ckS2UChCGAIi42d1uOBx38UwN+PfVZRduZk46ZmKBu4GMWYigZuoAASYRUhZ5DcnNATdnh4JCqafFQEoEU0fKfC71l5/mYbz73fHJlXiIXPJEBLqaSKsrvcG3Hmz7+baFeRf0NivTf4ib14ac9AC1HIDr8Mp34RRAQEE7txcQA3wV7pYaPwiN51Z+uh1w64JoKUeQerjZPLRh5COnp1BaOrz0GJO8Eq+8kVxax2RL4sM2q+5hDR5mwzK8u8r9tYeDohY0GfkVeVjJm6ytSdgPNpvd9qANSbcW7CvdYH8x+pniWh66ncVmb9pXkdSMlYbKcveh/i//aOCaM//Xf+ZaCXwic8KR2GAnKIGYhdl11unLU/3dRzkeBnClZdZmllKqYJGZSAhGJAQyqyEPqcZpEWIwYxjC/JOZUyBFmAFWqmC9SvP62gAAQepcv315KlP97rtPP/zd5+Pj7vhxoLG4Z1UxU/eiWmpRd4GufgTu5IGYqLUPEF58mHRB32XV1u5bPGmYxoIebFm5trw9yaRFmpEoDdwfeo6KM6YALIgPO3zlu91TYmYmiDvx6u7mRsq2DGnplAEn0njA3FWrO4dDR9hIQq1R5iU5rAfVJ2bmWedabcmNsZT9dADhoobLuUcIOgBI2MxqWYQ/VQeMmd3IgiCo6bLmcTgXNnJZHwKZu3uStkyBp7aoWYRJKIHMIsWRM7NE6u6FjjuxUNDMPmaDwH0pk5WWRy+hbpHVArfBH6KOmaC1/Cq7u5OwUE5Jd/vheNwB4SwJFmDx7wKDGJoTjocxvDbMYEQVHGvGgLq5GxsSE8BKwOItHyXhHbT4gLLADEZ5R8K1zl9/1vvvMt9XJ3VHqKd4ic4Gtle+Hb8eEG7JCV2z+4142BrB+i7haavUf7WheQ2++i56nQeugTf6sq4uWuvFboqldZfxkkmofRXPN9BrI2yPpeZr0FjI5Tkmsqu+ATTJ6xZGb1/Lc7bor3tfuM2v3H2NK0AUQNksXL/61zSA1ip7W9Gk7UQvjtxSsr6vRZ2Ciy/8u2cCN8eoH+1GRKBrgtefwvhc3CYiIZJzdSb/cMf/8d/AcX59zX/2/dmM5olBClV/yziuC5KJT89v9TTB9xbZm4nGYR9CyTRNRDKO43yqIpm5BJJG1EgiDgAi9pRWLZMEy03gsOTGdoBg78564fscZjZN8zjm+4/H775/GO6zZ3Uyd6PFbBMyFmt1IdAap2pmWr3WWoquwLjmFIj1ceJ1/4GlODlkYV+aVlrhgAVTHMu/2bXbO3nZEUTAwNqFO3mEtYOwVEnwlQoushUkMqwpXRIckBMlaZethg7RjFd3O9fFAiFCAikogdFxdBe/grgx6sVqk7FiGBZy0LUt0yNSapGLBHD3YgbVhf65u9baFPHMwflj8dRYNXgOx8LtugPuiJRotDg/MrH7ktLBhIRXb7R1bcNMsxoJCN4pDGixcESlUTgU3WVZ9kLdWtwhLTEeaOl6ZSnIu979SGGXjnf7eEzdyLG6pjgJBLg75PvjMI45pRQxTgARC4Vbiq/5JpQAZ6iTM7xGWINbYjjc2BOD4LN5qjYOpNN5fv6yf7yfKp8KJzPI4hm+gZd3P9kcS1yj6IZUXE5+B5uB2NqFLbcHGpij055tAIeu5YoNOrXueilqc/H7AW+m0APv5tLhOpw0vkg3gkhn/euyxW0G0VuW2quH2s1tj6965V4bd997D9+/1WD/ia+BRBuV6PqAtOfNQl58xy0tviXhyKTZb2obQz9gXvMJ9hPBzR73G3a7Q7gsLJEZEsrAVZU58+O9/g9/0NcnVrZ//pIMBVXNmCFC5mYEMhKSea7z0xt/updRqrpWzzmpein1fJ7dvaoF012KmpmIZBJVd/XgpxePMnOzcH3mcJICQMJ0ney2nY3lfWhC4Flofxi+/93Hu8Nx3CcaMJu7ulbValAjRuJMOQqZ1tCl1Igh1VArGSAXqnMROq80M+YK53YmmxhNsIt0hO2O9Jd2Yd9syeFDzVG1leIFQujx6s7NW45hZIC7Jk5+iYyBt+wM5LyEoIKIErEuKxm2gcU46iuXLHmYpsnViRnOVdUtqr0uLKRd2CBbj3psQaS2pLDxrC5wWBJFOC1hm91Fa7xRUPaLCaH7trgKgYN4E9jBxEDopTV4fLDQWroI6MDF3dwWsiIXbndNBXu5PgAIEtsaYxBmZgYRr4J2OHTQqg519yi1SkRmGufZ3Zmw32dEKJKKxOUFm6trFfb9IY+j5Rwy/SKximQydVMieBzwVZfDkYJcTd2FQAJa6m6wORv8PFWSBADPT+PDlDGcqRl0rzCqXfYe3DdveoRpILNBuR4kN6DfGy/63/YEYINy/WFo/8qa7LU1GN/2tmq/SUlHnYmkb61/3QLgFfqZIWw//aftFYyJ3SqLrnNRt/eqpQ2rn+EG7nvgpo5CbgZ3u2cb+F7+peWybXZ9pWFXS+C+HOJ3N8lvaPXtSDYSKzri1Fbsaomvz1C/T5efE0sx01ITGWMwkDM/3sv/8u8rjy8Pfy1fv8zfnv00D4SsZgQXEmM3qo63r0/6dJ//8AkpwmbJTEtRAPNUwswDLCp4M1MNL0UmCNiYOYcWxK9ONlOzgS9fNM6ljTyoNcyI/O5h78f9fszuOtXiDuIRKO5K5DCYs+lloUzXNWFbx/b+ylOXQ97d25Fct8ODd6dVi0Ukgav9XrfbEm22q7UoB7r9BSKdA8xssfcQE3FIMHDy5GzuZIgMMeGsYeRsDqUoja5XuQHb3RbJpWgpRThxJFITZjCJksHI1eGR1SiirpfIDBBR9bDuxKn2xRMBFDTJlsJLnUpEg8O/gJ35JSVd28qg9QE4MHbAI6USiRMrKC26MQaFt5pEBYOQlRF+QJF4KcQX5+YvAARZ2XrxUqv95R67QJywpvm7yFVdDIOZLVQPC99ERPvdCEASUSUmMNISc0QmiR7uD+OOm2+tLxEMvOQwrGbVqKKquSqbGpDczUCunphzDNOZWSsRVViaz0Ku8vrMrz+PI5c0qKd37z7dMNYbIO5JS7t6PZK0BnlNv4kOCW+5ZHSA2c5832z/pv1wg06bTvuW6UaT1LcWGvueGuE6UwyuNeHx5uKd3INjow1Lav315e7URTm0J39Lk9jaiVe/ZC0vZ78cfkP/W4PWOZX1fXlHwOK1SkLck591TeViAu3W2t2brqM/Sf3h6LfH3gPLzSy8e23m2zdoREMerRaEs5DDFMMwDn/3w/nuUP7+s/7Tn/T/89/tp29cXaa5CiKpqAOUubydy9Nr/eFDGsdpmqKyyTzPppFop/Q6ydvREl1E2DD7EwFODodRKIUaH9ofFXenCCuZJ3XkXYYaGFqtqnLKVUmrw6q5WyWti4Edalqt1oo1u+gCiHZ1HqKLZmVp29rOVZTf7vciyM8wpFVVdsVP1Gqq9facX8xFHX/n7iyLKLOYhQCwC/FiqDCjlrDLXD3ygK8zWrRhl6IsAJiTCKm6VgOjmoJJKFevRETCUC2laHGwB0LHCFXBvMj5cULXe+e0+B1cnT13h7OvcGAEghiFCWTr8tReFimqiNxDEGBH1HUVlkULsiS+cVFTyeQAOSk88nZH0Q3FBXfWfbzKGRqjbDsNAM6u5mRGS5Kn5frYJXK81uoOFhFJETILWHi+MTMQFXwWnkME45jvH/bHQxYRXgQ1ciOFejWY2XnSYlSB4larl5LgCYuGxnMSJHKnTJXUlGs5Hw4PrsKz8nzG67ec7xIdnIe2qqsUBziv/MHlpm/OZP+h31iUca2Ia8fSVk/oSDi9AZO25j2yoVOm9cNoaBlvNg804Nq0vPl285PN+HvCiU6D0sBw2T+69kYTEaxp9/tBAFCsGfjX+haRIT9K//oaNuQds9lWrX/T3A2uN8PMrqhLw/GOpYq7qEREDGKK0EsBEbERAAZREmkr0iDGzIguZ+KCNczq1n/SZn1Fotb1NbPIQsRrSrG2uGYWSelXk3Wi1Zi/2ch4k4QqmScCKKWhuCMBqGdRPN7T3XH8/Q+DHL79P/5T/fXbLnMkic3Ek2oaduep2Lmm11ly0sTnSV2tqp7qXK3w7KVSUVOL3DgMK+4OaEgIOQ+cEwmqlkwEiGKp/2yqVtXgKUpIkgAGrY5I1CPqpktBBmMWTlJLVSORbGpcXRymoqpezIq29VmtEUwQAgQEsrooZKJ2IHPsqyoSiWSzKL+3JMQxq8xRz4YkUeQdBRAJEIhEtTSGhAER0UrsiQlQgI1TWsiDxW1khsT2kBAzx5GGuVVtpiYfiNMS6hilAIzgDLglZjeLtHJhBYldNmI1p5SJkpnlccxpKKUk5wgYghpzclf3SkTzPOWcISmS2xGRs9fqa445uFsE1jnIHDV6BANwQ1RQVdWiLsFKVHNXTtmdtMLFmcQJtvgWwtVU68KoklD4FZAmKSJciXLiJa8PkYZzQ87mEQdUscJssHcr7DrgczkN48jCZiacmx3IzNSWHHJBSIiTcELQyDmwpbq7CxMNpsU9cTixmTFJ1Rr1WAEkQYI5yKgSceLB/HT/IB8fh5z2nMjV3E0gcFhVTLWei81aT3M9FVIjRzgCG8jZgpwRuWZURao8ZuHdoZST5LPbI80Fz9+OD4dKgxqDPhV7TmSwZNmtYMc+r3e82Sli7kJsSwK+CxDbdcDGDVRexYrcxv30EN3MP7fMund88KWu2w0JaWRpg/Mrfl6QsIkTPaBteqRrczg6oojIetAPzlfpr2V+21C8DYnrZ9hqBfVP/haRNFvyR/WfeychbZa434D4RfxQVUMSp3XWfsNitL/MvFg71k7b0iy75WvbcaOwpFS5ncvyvF3MpDHCfrfa5ymlFlXeum7r1hqn7hWx5gJVN6ta17TKyZwZHkEMULc6nc9yOo/3ozrVqskJHlGZMXH3qtNUSlEikpw5qs6sFU0vQ2JqhpUQSPqhomo4AC2VD6IeullwYWZuJfLgWIREhqKjZeFrqx0CWex+LKMBDM7k1cAc9V2JV9ZXzTx8k5dkPMtW9jfW3YNpD+c9MxPJsQmxVwaKBOLUaS0259nMIkGtGxQaVX0Mi+9DPBCiZTQiIkTQNXNAkw/i3PSz7rkTVUUTS8yhV6qwOCr98IzAYKJICL48qZ0QI0QaTtjuIYf5Wt9zVmWBiJjDXIVTPuyituM861TmyLPgVd29RjBQ+CQShCCJRFiIc85jlmFIMmROBAYlyQOru0VhUSZmdjJjZ09BC8Hkxr4kELrocqOaxprOcbnyy2FwW9Krw9RWGdaX4PdlWdRAYBBEUlIAY8pxbJw8hI8hyf3dIWdmNlXQ6m3N6l61ljJPU3k7ezGvlZUI5r6kB/LqEFISJYqCiuxcQTkpCFAYFGYo6qVmUWaohaciiMM3hBXeFLybv1Vrw58eUt7FVVwn3WmHpFdvogPJ/oc9dPef9JqbHipvf3sLzngvF1w/u4XhWzcr2Lh+kJvuwq0jLjBacAzhcoV6tWN/T9on7X2vo+/HxNdqjX40TQAiQnN+u3nmsgTxJBE1p52YEwCnJeis77p/ra1t13Rd6F4UQ+s5Ms1QF0gVhLYZq+FgIlyn3qJOwGyyeb9Drd93JxuLRiAnqmWe307nU/FzAdNxQE7McBYqOtfq5e2Mt3OtR+dEcAKxwtWtLh5mzd5czAjixGAQtHUYMLfMkailXqbwpncDQA5xGEDOtKijwlxMTGxWa62ucDOv7uY1iFypVr3WqkWDOmmU8wEDC6seS2ARRGpx6aMaDhJxs1wjbP9LZuioQ3a1gAwIuVd1j0RhFFnRmNjdwQ63NXZnuUNCpL0uN9wHmQEkImFhurpsfi3HEyEy4l14JjhAFhQmUmASr/diPXILC7ls+jK7EPpImNWpZcOBr5kOFoeClgq9+dosWawXbbP7BQ5iNytxFCQ3w3ye6U2naXo5T2/n+TTN07mEXqsEq76GgRF7RO2MmXPiYRh2Yx52eRhyGmQYhuPdGLm1JRGRKxlRhOBmIgoTUEoEkC5OAR3xNIuaQ05LXRHCqs+gxRM8MljQOqWOVjlh0f6n2KnEBDNIqI850d1h992nD/vdkHhl+YlQbZ5mPc86zToVgbAwDUJG4UDCpm5Opq5mFSpLxvzIFwEFhKw6U3U1L1VPJxnmJHW2Ao6zAYMSWFV5jaPagPhStKslI78mP7eUafPz9r7BaSxaM+k1ZQx1YsAG+vumbmH5FjnbV62FDUXsP+kbbLSnJwT9vC71fm6bQBej1Kw7vT2q/2HjRjcPbDDieiiXgMFAdSLbLM3tfqxp5N/dHmuk4nZf1yevmPHusYsY1HZrwd/rJN/xldbaGm9zd1yktPZ8W8DWZi9ytaRz1DmTAGDJcCOtNk2n59fzVIqjKuaz50ELaGA5VTdHnavMVufiiQTuValCz6bVbdVSMjOgqupwIlFfUqcQ0ZXfGNESTt8vmgOAgJwSOHIbAywMOLFpBWi1ezsZVa0wJxF26DqjC5EgcohhSWysqmjkOUQBLFHxAJScvQgJR31qkAgj0NzU3UARBBq5EkLzya7EDObFlMWCNfBlCTtDr4ZOlytARHBmulQzWskMtd9ylx/ECJdEiN1pJITuwt2dEi/6kGvDoa/GGyxy1eWQxL9qUemA3FVEHOxYEkSgp1uRwBUg8sXl2gmhV2EGs4Gqup7L6+vb6/Pb9DJPcz3XejabzeeiCjhQeuYJYchxUsV5EqLEb0loXMSgYRzzh7vxcDjc3R32hyxDioBc5mTG7kpwBjvDGSHH+poBVk1hLiRE4dKx2hRja8iwBlGsYYPL5oZ1lpsW3T2ys+dBmLmqx/0Wsrvj8fOHu1GctBpEiBnuanqeyzShuhCLQISX+rEOmEdlLZZQkMAN7hTuHupuCnepWpg9qVLlej7x8S1JZVRnN/WIc0qy6D83OLmeDVAzALxHdfqXd7bJTTv9yfzXm7pc7RuLta8yA91EiTQY33T9W5+3kTSa14+/H+Eyzqh2ettQe3RD7miVp/ol6JtuQNNG09SU/efrL65EpRX0ufm39Avam3DbX19lydZs65eZo2ZjR13gq191a3wDLv0GtDctHVEDo9u1QpMR6dJye6ABWT/O1m8/qX7lzYxgrmalltMZ5g4uxC9eU4XCB/Y3gxKgkArM6j4Xhb5VVVh19qQ2myFczoLfVAsIiID/dza91gozXl1ORCQih8tinF5FOgDhF2Zkq/qTWIpNrlEZbNlzYKnj3hbfbanO7e7kHoKOECNSzgSp6BL4BbMb+kh1JzOnVfEfKtcU4esCZoUamSD8nSJ/JTG4OOAelhtb8tAYgDHn9QSmcEAlFU68ZsJeht1eWJWxtHgPEgEG13nGZY7uzhHxhmt06G9Kf3iaPs0Jbo3KYDGSEYzDx/DKhQx25aoTcoITAZTzqKrqVIo+PT1//fJyej2Xomf1c9VZbSZM7rN7hUUNl+VartAQHnZMwuRQF7VUpgTOMuWcn55exvHleNw/3O/vHw673bDb5wTR8GP3SgoigGhJzrAU3GMRMtJQlMYESynMLOkSAh9kAKs47h0UNLUHYCwOYLfLImTOgApREn84yn4nhBlgqJEB1VAUZuLBWMDm2RYZnIiYYeSJzF1hTmbqcdoZxsIkEbWlVTlpdmOFTudcXod9EXZndmdyWiq3yoX17HGZiHipU/e+zqM/FbiGzQ36teRkPdz/lp7pFmTa6/ZhXJOlfmD/Cu3ZTIeu6VlTGLRn4n26XYXNwrUm3iMhv/m6xfH+Mt922u3Q1YpYl/OuDa/N7dKsMBEtaWBW1uN2xTc99oJO4zL63qlLHdavgLvLdcWOMKJcIPOGj9joTPs9aKcnXry6/y5ntJrOJUDByIsTOc1u2e3VUQlW1U9zVhTxWubTeSbNpGyupqhFzUAkwiCaXdVAvIgXRH4p6XThyvvt4IWoljXMrVVbCCkoyVAtAvhlMRlFVlV1szBrq6k2YxKZM8xWVZFjGQC5EpF5OHU4ERvYXSUtAAROxAQSYhZOaMdyTb5Bi67eIWbETg5KxAxhJ7BeNKKrSZ+pbbo7ufrKFrCxR9W1W1vRaj9nZhJZymEgNJEeR1EQqiO4X8IM2uYGQ1NKieN8uS/ECBZBHVAIs3tVDeYfEMDUlwyGWCxiwOo6yMzOzJJEkpMAXIu/vZ2enk9fv70+vbzOc63qz/BqWoDipAQDGQmY3JrqG4DTknoiQmKJ4QSIE2BckdXPZ0s85+e347fh7rC/v9s9PtzdH++OD2PK1Bt74lXUKar/caThAZwdShACgS53nIg4tqxdcJBTQy4FCGBA41zkIaytSlBh3Q/p/j4LVwBM2TFbVcwVs7IRk5ibqhJTyN9MThHm42ByVUcVcoBgBAMLGEzuVC3y/sFAAlY1qme2SUhrRLxikaYi61V/ry/vO3jp8ad/smFIj3j9tz20Nh+BOFo9kmza3NCM1sJmnJs3PShtft7e94Dcf94Txb5NooXdSRtLFG5eG3B8dzKNWm4WrlHjrUYrxF2/UKa1JbsdQlugHgV+a13aAyLvm1UaBabVV6JfrA3tcV850fV1UUKuKUotbGUdzW7izu0PW1+N2vXTaUsXi0Rr2ketlTRKcLlDCkxBk3khAExV7e0F53vJu0Ci8/nsyKoGs2ocid1EJBFXsjWZxZqyaUW0OMcsJMJs0KWgGQGXjQvTrpldcucwLHKvxWxYOC2fLJOKS2ce+rTlttgi0XBYCRzrOtuCfQDYCWwiRMRJIMycnIRZFgetGHzPcHGUeHeCEyLtjJqaETgRsKSoYQHzsvXt6sbS28oWCKcFKLuU1TGvXq0KIjAxSEQMTnzZwSYnrVdsIUXNQ8fMNJJe8uJruAzJ3aOcLCKRQQT5gkgijw+iJoYaOVV1VTcyATEzRBSsWl9f5rfX89PTy5fnt5fzPDufic5WZ2YjNjdFnFzKDtIlZQ6FjAuAyD2q/kRJoch4Q+YevsozSNTSZN9KHZ5Ph1/T493rw93b998dPjze7XYpO1iMWdxhkaAbyESR0rXxHpxEKK3XyqPWT2jL3JfQ4HYrDSps8GbVD3fHxBInwcYh39+NHz8ciM3NCVmseuTW03DaXfihxKzu7GBmc5gWBjkLMUsmcSY3d7NaVSAqIIsdISJo5PBxKqXWN5CaCSHH3Mxq4gxcuHbcQOt6m7bqnAZ0Gyi/JSSthR51G5j0LW9aaI33538D5puh9k3dgurtUDdA+v4AiNDIz23rraGWDHyjheznuVmyfsSblerFt/jPVwdEWiuot59szC1rv5c5tOVeFB3ecxOX4NZ3l6b/pA1ps2q0+on61lDkRBT+r6vH3cU3sd/XRmn6Tmn1iO+LfNweCzNbWFAlIWK4EDzqcBFVhwXPZfD5fHp6GfbZrDrTPFckrrVmZkDnWq0YM6eURqeii+r89tC4Oy0ywcJV8VJoEkNKBFY41OIax3xKKarqCwmOIOqLybCtia1MuoRrE4X9n5yZzMEmlFVrhPQbwQFnFpEqmYhc2MFqPhdTVXMoLmxE6E9CIhnHIYsInMlTJpibFlKT3gEklEIWmSCQKDUmJlBwK3Nf36iYUa0V7CS8eCqvSSKISBfaKkTA6oqpS2Sos2+V0tGJwpdS4mZmjjW3nHflniLfp1nUVfOgDWteIK5uVuo0n0+n6dvXt5eXt9eX6VztpdqL2QTMRGTGxCmPg8guyT4NSSgRE4wXW8uS+FzNZrVaZ3ef1KppDcnJHERnoyj8MBpm8qlMp3P98nR+eU2/P3/+9PnD4ZhzjopQFBpEV6stqM59caJnjoKBZhYK8wsrGgpq51jD5bLA3dzMm8lwGNIwDNNpzjnv9sPd/e7+Yc84m5KBlrOq5lUtckvEHrmQO0AgNng1yOLTx+ImLlC3asUrYAKK+rjuhCiWqEBV1Oq1ILu7RR4iJipqTt7CtjY0Zqlu0el4evDsz0OPbxtQpWujQ8/Lbp7sVxLXoL3pbkN1erZ+Q2De/WTz83Y3G55HX419X8jPZqwb/O2pTmcyvclGuioKN/QDXVRgW69+zgvLBQDBaF/EUnSat1DEr4jgTXfaeoTHryMYiDa1m3qSE5qMdfrLv/FN//xlKTSuI4RSOGLDKIgO2jx4SfzFkY/Z3JtOyBeCaRc/YACREJ6EORx83Z3NjZzIWRjAZDzQOM9f/fX176r/V8KZdyfWwcrOEbVmGOaExNDnWb68TruxEBiShFQr1M7nqrWKs6qe50JEzMggpzS7MsOqz6c3LXU/HlISouyupiAnkSRg1RprXb2GM7fDCSq+1OsEsVcTTtNc3d3M4eZMPquWGkEgbs1kYkURCYTcSyj0RJIqdoMru4t7Yk/7lA/F8uupaK0v52maa638+jI/fX1+fj7N8zxPFUye2IlYsMvpbjcexuHhOAy7fHy42+/zuMu7nAbe5yEVK24zmwk4Mwl51UISjuHOaQgP9yRL3kwkVvIltJQWVauppdDlqROZ5KiGYZBFIRmKRqZEECKbtQocTqU4c8qc5jIZjNisMsCJklF1L+5OECchMmYrIRSRc2JzVwasuFqkCjLjGvUNvBIrjEc5OMvLeXp5PX39evr669PpXF9rPZG/Er2YOVnOeRT6kHZjlsNuf/9wt9vtdvv9/u7ohJEo50UiDDPhNE3zVHXWaZpOr2+l6DzP5/N5nsv5fJ7UJq0FqOQVmEBncz5PP55Pf/ky/+HT2w8/PH787nhPssu8l4iJYgMpMTMTg1jctJiaImx1HgHOBjUXjhRERB5J/jiKWKoZI7ObugcL8vjwMfkTU9lL/e4j/vHf3ec9zEaBe3njUux81tPE6kQSbpAsAljUFlM3chciCJDJOBKNGxO5SQR2qbpXVFYvzJODB3VLnu1lSunb8PCt7H5/LpbZQmFnXIMr7bF0gRemiz3wGqyBK+NNz++2971HzAa3G7qujCPTNclpZCAyoay/bZ5Bi3Wz4XNDbFt9rxoJaI4VjY1O4dMnsblsF3C8MOJXIaHuANImt09r9F1q5p1j3wVJV7LWr2Nbi99SGjaC/C7ot2HE8LhLpbdhKG4n2Ra6lyu7Mbed2spqjRNpPtPevdpPln7XB2j1nfHQFXTrcLWqcqHQRNSYPFqrNa/KKl50Wmahbnv78i09P2Oad8jieIPAXRA6aDddFH/nl5N/exu/ezzPpqpVEUobESEWc9TzXCwcCCRyYEcAYxxTi8wo7Gkpn7UOqUsuWVfjDRaLC9NqM2+H3gzwNZHBOvfFPxtExLXOCRHLQimYQSsgnJxpyGm3lzSapemMX35++enHX//pr7/88vb6ZTqX6nXWMlsB6pIxFe5gQIAMHEQyUybdj/nh7ng8jA93u0+fP3z3/ePDx4f9cZSUAJ3nSU2TM0xgCiFhElm3YyU/eRhwCSWuzCkOhuS0HC0iZwIzMZHwwElVtVQza2W/E7FZFRkCjMxMWB0hC2pbtp4hW4aBy/V196gfHE+5+5q+cPE+95wmp7dvzz/9+OvXp7fX2SbFL/V8cq9E6pRhexk/PTzcPTz83YeHcRwPh93xeMy7NI7jsNv5mvyi1nk5hcwBUuGeGsUn53l+eXl7fX19fn7+8uOvp9Pp9e10LrPBlTnCkBnybT6ff5z++u3Xz3/d//Ddw++///jdpw+SoloC1lBTcncsRbX9ikGEAjDrvIS0OmWOanDCWKSH5SdDwpBJyIYhffrw8PHjx3Fkn2silKJlmqxUqHk4pkVEATOzwFzC3daMzJaTvSAPCQllNtWmqCFbim+ZWTV1NS5m58kOM9xY4k5FhMAlnJPeC9C5hdB3zdU9ljbJOChBj2B9O+0stU43gIkb5FwxSRp4boaxmUuPhO29eBP6iWj1KOyQszXu6zlGKN/aaPo7QNdiSj/oWzrRuumff/fnPda3x25nuPm2/9c7LgCrHNovdL8om8b75e7f95Pqv73Zoa1U208Wgde/VZvdLyN8d3nX9wwjcydTRXF3PU2c2XZpnlTdTAZgydC2BLwDQmJzmV5Ou08fT1VNUUohIvPKkgWSknMyrlqWGpouIotSRzgwV+ESoAYyWjiUNv6oB+y+GFvYuVqky1IYLAJgAiix/DZuC4UqwsEgc2cBbKml6+4uzjkNY+LDwXmoSH/79vbP//zjn//5l19/fn59fnv24Us9v0YcibE5CvlEIIAcBCRQBhxs6lBnIprrcHpJeB7EP97/8sPnh4+f7v/x3//h8ePd3YedCEMrEWMm8shACvW6hFySk7AzwnYYyNMbKYnImRykZuQmCAYdbN5VwIqHIzUtkrAIu1PQTNMlhYy7d6qmK17nFqGIaDFq1UW7kNJS/OZc9MvT29efv708vc2Tnx0vbi/mJ0DND3n4/v7uhw8fP3738f7Tw+FuNwxDzrIbs4hk4SxJVS0xEeVhXMsVYp5ncoChqvM8u2Pcyfiw/46+q7W+/fL08vT884+//PrTz8+vp7mWGSiAOk7A7DTNNv/6Np+rnmye6MPHfDzuJblVJTgz23qGwzeGZfU1WHKtOvPi5u6x19yVJCJjXjgjFs8DmOpuNz7cH467sdZZiyVwPZX5PKEoRU7x6JFIiOpSU46dg8Wipn2pMCaQcIrIWa0g04uPC8zJFGQGhdXic/VRmSXcNelabbVB/w2MNAToHbXfpRw94vXA1R7rofJfR7/+3+bLsjmB6FC6R6omn/XKMCIygDr1lV9TCurkueVDAEDapHBonXEXQ7pZr54A9Ov7Hpi+I/rRKmZuptovKFZpJv5GMeM2h76XDV2N970U2d/k6G1Zr2vpNchw7zXQ06F+Eb1T/PVbujk0m7Ehoizpsj1YYxi7w8CONRcs+1SrVdWnM5Qm91c3AkxnElorj8OJADarMPBU7a0wseTs5+IEeISdh9HFPSUQqbq2BKNgi3hOpsvtIiDyP0YU5TLgqAIKcgQfGSmOzEzVxRlqqwuDQxf+3sxYKfwOPBBXknnh5ExkRDwMvNtVYq6Hn74+/eXXp3/59eWff/z20y9P87kwy2zlHOMHJycBjaC9gaAUKhwHERmbmamFF7p6JYaNSq9Pp9e38usvr1//+vz9D4+/+8PHu/vheNzRIQtnkJs5UIsuBS6hwgQWadwo85rnLfbLnWy9qGZk4aywliyyJa6wFcwlInNlYneNrGthLYvAg17lG0qM/lKgw5pF2DIPb4UwmjhQqk1nfX56+/rtdDrXyfnF8Kww0F7yMAyfPzz+/ffff/rwuN+PskvH3Y5T4kSSUx5zlsTMrpqSxKVIKVGHWgaTnHjMQJREgrvP84zvPuw+3j189+l3T797+f8x9mddsiRHmiD2iYiqmbvHHnfNmxsykQAaVdXV7GZzeEg+8J/zgQ8zw8Oanu5irdgSiVzuHqtvZqoiwgc1s1B3jwRpB3nh4W6mpusnu8jN8v7m/urq6u7u7s6KX7wo8dI032+36XrZ66d2+lLC4iiSG0oNKhr22Xh2hrNCXnKTK5c5G5TkzhacIF5yIzGRiAsAITSBzs/aJ5cnxyczkFlWMocbklI2NxpCtIi81CViDkyDrE4AEViYAjM8KxwGN4ILs1LJgDjZcszMnRQeiEUkMCtcc48mABDh4r7y6CIS0aT4OqQfB4RhB/pp1Mp4ZQfZQ5tpx+IA/Wtwnvqzh/P1DTukogLePTJBB6EsRMWp6XEp4oGaAJhsP3sN7SlPfJcI71l3Dqdvb+Q4uOqh7l00qv6mo7i3WnsN7lGjww7UC7D33r3ZebSTh48MtISGIo+l09iVkx5tkOghMKj8386kVQX33N0D2BHU/W7brbdQboXjrMVMS4Ues1IsG32ft5uUDQTb3N/5yWkIAYArOMaS8MqyuhrBhFmInTgnK0G+w2oKk9DYLy/amIFgmAHIWd2NmadAy3IeBhFtcJMrlglTVVVzs/KGwQDm7u7Cwb2XQBTImWV2tPX4/np5/XH54/sP37758HG1ve9106sDjdMi8iyVnAsmxFFCK0GcOIIZUoLmiwVCNZluDX1CBqlJdl/1lvrt7TrdruzD/fbDx7unF4sXz86fPDtfnDTNPFruIzGRixA7pezumYVsrM1RyM/DmpoTUyDOJUmTGkraummJx7GaOQYPTLWiISV3ZMeDsI4xG3S9n+uN5+61pWAs6knEwUFmWK/y3c3q7sPqfp1Who3pUnMCxdg+Pb14cnJ2PJ/P47zruu16BfcbeGgCN3G2aOeni8XJ8fHJSWxnwgghlCV2d5EQQvYpwY9md3fyIFScBZqmSabctGExO758crnuLt5f3d3c/PDx3d3tfZc0mXVAR9732/4Kyskhz56dnB6FKOyuKk4spQgpEcHZS5RpQUYb+etCNoYIY3IrdQBBzMUFromymMtifvzJy/PjReuai2rNt8mzAg/navD7LunrZJxqchAxSEBUUng4mSVzV7iXBFzuSgjOMCcnBYkDzuwQZmGwGx5qB+8HWk4Y65WYsocwNXiiQrzaArS3MR5Yk11d1B5Clm8mdmrvnkfxmQ4K30y3FTN8PZy9dpyG0Nq6k+Wq6WL5PoQQBlebCg15N9t23YO6uXoq92jP9AKRKQJxR6w5pE82uqXWDfooae01UpNG35VvsEuTpmvQBe1GJOy94lAGqgnJHlEhPFiASsUy7G6RaYqmwQ5R3cNqEA35RAaOuZ5YM3OVpG7ztvn8+WfnF/OzMzkK8yMLQYhcVV1TSnp/t7q7u1vdpa3j9bZPunFvQgg5lSUEQCxFVCEfah2MB75QDgzMhylKDeaJF3Ez1ZLP2AnE4IHUToNgBgzmU062ErJvZiWtGQNeYsoZgAcnsIQQLIoq3W/w7ub+D3958+8/vt/2drfebHp14khCMCGwegOZxSBN5Ca289lRbFsStGgkhMCT0KZmqr5Z3/d96vq8XG83KSez3n1LdtttZv36w3r15Hr+4Xr94nb18vnF5fPTk/mcg0G3XCr5shrU1SiACIPvtT8s6PShBPo7QOZcComWPpgNgUDFMMNZ06RgGDx/RKQo9EaiPFgcRUQp+xhrVZhoI1CVmo+ExZlZcsJ229/fbD5+uL++32zU1oSVqbEcxebJ2eXl/Pg4zro+fb+8ve822nfs6HJqojDzrI2nR8cXF+evXr168uTp/LQNR03bzCQMTDExq2obGnePpoWrKI5kMI0sQoFm0jfRnZrjHI/m8+X5/Ozo3U/vrt5/vOm2EChTl+226+19r8Y5Z3l1EVkcGUaxoWJUmw57MSzCvSiE3Z2JgVIJkUSEENzd8cCbLmbt+dkxsZ6fHcUoqplBUOtXm7zdFAmHCcTMgmKBHNIawUlQaCCVsHQHpBS3Z6Vihi2l82ikKaPqibgELrPmIn+zSN8nd2ceq48/Rle4ClCpgeXQUL2Htz4W3p1sP3iMeBxu1D1QepR9r5dguofHfNUTIcQuIaifci7eWMAuSE5P1a4QPtrIA3ZpAHYBve6Tj/b8aab2aM/04CGJ2gPlPRyvWyv6qIkcTlOwB+h7czE1UkuCdR+q+fJpQKXX4z085uzZSZZT0aGdqS8JPwZlmrP7pPrUqZN7O4/2uguMeQ6nP3V6ixi7czw5fvkfvzkNzcmLZydnJzxn0RXgVDQ5mrptWq1Wm9W2v9/e3HfzD7c/3G8/3vazRrZE3ZBvH1Siyt3ZzJJls8ARnvdkx2KeGfaciOChd1OMlDvIfBRx1MwGm0cpMGODJ4UQOxnzsHJEBAKJmPUyb02a2629u9++vll+9/r6+5/e/7RaM1Hx6GvBsyDBKYDaNjYxLBaz2aJt5s3iZLFYLNrYSIixCSEE8pK9xzTlnFX7Vd/33aa/v79fbbtln5eb7Tbr7Wq9NKRtXqZ02/XXm+5u1X2y6V49vzw9b2NgInCIIkEoewmkHQLiuZT/GVQCBB2KGDAza0mUMG5UM3PV4hCPoUIaFXfuorRhDsxllDv7c9quNpyggsUj1zKeiNIBIlLDarO9vVnevr+/3Ww3REuiZeocOFksjhdHR23bpW65Xt5266vteqV9NmPAxGNHpN4SZvxx/vbd24+3z549++oXnz59ThcXcTabkTAFkRJXXyq0qqrbkK7NPEnI2quZG0jZzBCaZtYeXZxcnBwfzRdNG+jdh7v1eptNHdl92Rl9vBPGYj5rQpy3zEzmmT1OypiiXQbc3AOK/6qYe+FgMSSxnQ6UFw3xbBbOThtmtK0wqcNNPfd97nvPamY8AeVw/oYkU8IMGVNaAMhGQ7bcMdiIyB1MMiDrKNWUpTIaSjgXHg4DXAhB4DoFZOzBUY1dhxj4V77Zu9+rUMJHKc1E7fYen8jGgLcKDPR1gN/y62TjmRqsSVHdcnmXVTZv372Gjb1bMad8eCTup6Yie9N3OEGTbBhjnMoKTELW3s11axWc7dDkmguYhDBUpHhSzaEiPz/3rj0CWe6vhzy9vSacNfGrh1+vXz1X2GEZ9h1IRn+VULzaMCpTyqKJDLZrs5Lq04mcnJjiop0vnp88+/zVcSsEs822x4ZzzLnPqiLGTK00x63o2bES7pf56HbT//HH2/VbzRRJelXP5OpZM4C2EXDL2VNSy8OmsQcWATRGlgzDrAzjQxlU02F+Bp2MlazJeFCWklNx3aPI4hiKYBqcCMykDSHGq2X6w4833765+cv7m3d3620ycwhLK8RuM+IIXjTt8WIxO5nNjmbnlyenJ4vFLMxnTTNrIBzCIjQxBB7Ofdbca0qp645VNeXudHPRbVO/6W+v75f324/har3ptn1aJu3TetNt7+9v33/8sLx78fU3nzx7eozIGU5EDQfIsK7jPAw708yEUGi6EIMJusOHDUfRDVyWEe4gEgIXZRwRERggszTxNBiP95AzfHR2GE4iE0rCPlV3NziBc9LVcn19fdutulXSG9WVqVB4enJydnoKog/b5d1que07M8sl4xyTgubZGiJ2CImqf7i/v9p2P9xcvXnzw1dfffXr3/zqsy8+nbczaZiUDTAgEHGQULprDjUqHhpZ0fVSEnEAKu7O84tLDiKzpm3b92/e39zdL3NWSOeGbd9e353N26MZN2HBCH3fc9tOAtCYd5GJhvreeGCcx2NlalaK+hWrJUJE25aKECg/5T6nroMmJhgRMweWIkFhlCxDFDD5ZKgoEYgDb83ORoPI48XiWbTmgwLFHnCj4FhKCWMJAya2URddL+6EXRhZ+RpgUdGMGmEmvOIxqUF97T2+92GvnRoDpzsfFEujrb12/j4kJDWZqbVE0xt91w+iHrI+ZE4ZMkmGPZpWw/E07Pp9tehTT/FED7yyqHsVhln+nYoP1mi+h+9Ts6VvU2GlmqpJVc6nfmoiG4evmK7at70mOYe7YW8xpqlkZrMMEBf5oHgIjc0/aNpQZbr0gZ+Ce8kcKQwJxAhgUlNib7KHIJ36RvHs/OTzJ2eXDefV/fLmanN/x/16zkQkwT0KJy+RgJrJpSGjGM7z5XH8Wo/vbu7ffUjdNjVirJLhwrNCJoVcRUuG/EDRncioONcyFc4doeyqPGiLywwolJgALknh4C7GhKDw3K8BCwxVc1BOJQDIYphldQI1jW26Ve99bJtMwejoD6/f/8///Obb9x96omxOCAtY63zUNuwq5CfH82eXFy+ePj26PGlmcXYyXyzatm1ni3mzmHMb52HOIRQrVyndlpPdr1d9TrrNq9uVbbq8TWmzefl0u1qt3vw0v766X95v7rbbu5zeq31cdT8mve23a/Dfx9OnJ3I0V6eUTFjmYsncKQ55HtzV4KFpIw8bL/eJG4oSutxlz0DxRgsANOdB/CPpVp2IUKDIkg0pJRRhzWyIaE7qWRkkRIE5sXsuTlUo9fHECKmgoxK5IGji1bJ/+2H17uOaMt2z37Myy8vjy7P50W3avkurm/XKu1Rq+KjAzWeGBbghbxwtIXveAInQ5/766mp1dXV3dXt/fXO9uv/13/z2STwVcomI3DhokzOcIWy5h/iikbjttt5zSxpCzpZNy743UHty9DTy7GQ+Oz3Gn7+3D1eWNUF66Js+bd9f3Xfpb7767OXTmcgQyGGGEEgkaO65OCMQE9dcHRiumsBUJAyHD65v3s/aCMlGWd0DOCToJpWcOlEaZi6GHWYuAiUHUSFmplBq/ZaaQNnczcnVRNkYLoUFIQEraxAhmEgp5OAEAQlKXLYrAU0zS9lEsjCmYOEaQA4BusaoGvEnoPNdKaemBHWDk1JqAsmaCcYe1bHSB2aiKUiAICXeq7BBU7druoXRA3bqTAkZpspWNLzUnIiEWHhIc2VmJbqjBucH14MJcydcroF4+jDR8JquYpd+1H/umWF+7v69lag7s/eivWfr+a2/Oez/1No0m/Uy/1w3Dn8d6S7X+pPDzptZTX5qgyRRsfa4uzsbYEyeUm7bNvf5pInPZ+Flm8LN97e315vb29yru0a3DsgkTuAQnFjZEITZwRxCRBOZmpevnn9xY6vtmz4nT6ScmTmZFg/plFwZToHGndqr5ZzdY+nbjlp5d69PM2YEdpTMNu7uJc7XnEgwunIxs7tJFMtq5OFo4TS/3W6v7/ufrr7/l++u3tzcJ4e4zzkEjo0ndouwxdH86YunL1+9uHxycX56dnZx3Bwv+LhpZvFovjhZnHATt1lj26hqSZOCMrmml6X0J2Gz2fRd7ruuWy7Xd/d3N7dHl+fXH66vr+7eXV3L3d1206Vua5v8XcrZvveEL1+dv/rk5OQktkKkvcGKs1M5MCIRjUYWkGtWIgpUZY93WC7natwDY2XSEIITsqk7ptKuOGCJJkatxKsCo68gDBB2lALeYLGE1Wpze7NdrvvOfeV526dZiEdHxxTDx275YXV3vV1z4ABEMJFnwIAGiMBTpwYITk60JI/uG0ImYuB2tfzX3//u9e3V9e3db3/z65cvnsx5poxBdwoay2HD3TmG4EP6OxEXGzSxnhXMEsPZ2dnxfHFxcfH9n79/89Ob9abr+03u/V43f1ltPev98smrV5cuXdMGMDt7QzJZHLGLSGZmQ244Htx+Bg4PITQhKDFEOMCDoXfXZNwbO03JbUFkYVA9DC0SgjMRGYGHKC5iZzNyLybPondjIgEGZbsVhbmTqqkyUrLWOITKrg41BT8UP9vDItrVteBngI6rYMf68RqNa1nkr/D0ezIKfN81bvhc3V/z6NOHSXapnQO8kitwAJi1eLOvbQQCVxGmj5LKw0YPVVI1Sd979lFpbu/ZvVmrJZLp+0MlYd29CTQnvVl9yPfWbK/Dj47x0cura0+EOmzE3YsnzDT3ZYEdg+tYMTWpdcIQJgmhT3q+mD1pvElLvHnbrVa6XobkAnYWMreceL5QM8t9b6bsLgx2jhyPnBCkbZ48Pfv6V3x9c991XUqJkY1FLZlRNkupN2awR45GMKWcrFQAKx5FtMsiFD1bvUA0WswcUAKEQ4xZFUyBpDD1quokqQSLE0ITs8va5Kazf/jXH//w44f367zuLSJE5Na0AS1aefr08sWrT55+8vzlF5+9+Ozl2fn58fGxROZFa4EbCZyx/nh//eH25u72+vq67/uULcbYzGezWXN6dnJ+frqIC26DzYGmi2ft6fMzUrI+3X58t1ltN3frjx+vr95//PD2+sOb93c3t2+2yz+9v19uvnt9dfOb5fNffvnkxZNjFkfJDRrExyEL8SDQmlIQZhEMOafd3bNaABfHQvYhwSaRh0FXrGoP/oGYwvKGzWG7vj/F5lYSXEItl0BbYnfabtPNx+WHD/fXq/Wd6ZX3p7G9mJ8S8/v765tu7e4zoWzWAC0TQAUqApzJAWdHAMExA5yoITKwAmvku812+f0Pm/vl6+9/+E//6e/+D//57zwKACuFdoyICEJe6tvaEDrGgaJ5zllVmXNUSQnWpxjlZfNifrR48erFn7/7Qd69u71fZcWtWn5/e7fedKqff3F5TIumCVAYkQQmIlUrYUE1mJTP7l5qutEQ9zUkNTc3cieDdpbut/1ySynFYn4b5acAQNiZpCBGyRvLTIDTmKDDjSEl+xANxb+h8ACxklHUCOZksFLeInHJF0D+UG/F8ZBMBbus8yH0TfS1RvDHsHoHx7CL7HvvqunNIRtNu20+/Htgv6mg7AF+qTKv7I3lQdjgQb32sMWJ6EBDuFMwfK/3OADW6cTsVWCd5qt+sKY0j7qu7U1cPZVUcQ1UXXuzVn9Z0wPsWroOJ7re03V/pptrqry3ftMk1K9jHvRvlRJvpzAtjbm/RtrjboWjzE6iziGEiPzkCIvuLt++XV9/1E0XFQJJmpO5kwDw+zt3Jw7JDVFkFlgksORuDZ8pc3u8+Oyzy9vbV9tN1v5m3YOTrJCJCM45KwUwaU7I5H02MydH8bAlNBiYepu2nVdE1EalQuk7mDiGhjlphlHJPzoIx8YQJO3BRM3s6mbz7eur79/d/enN/ZvrjXIzC3Hu3hDN2+bs/OTTT56+/PTVq88+uXz5/OLVi5MnF9JEIjL3GEK3TTf3tz/98Pr3//b7H/7y4+317frqNqXUq4lIO29mR/PnL5+9+uyTX3z+xZNnl7OTRYhcEtYRMTczBDlOKW82Z0/Pnz5/8vz5zdvL84/vrsPrtz9++PCX5foup23fUcoRfnG5aGaRgGwaWAhCJcWLqQ35ucEYlMMCUrOUs7hzCM7EEHezYcUr9m7435iPycl9X+WL4lPHhRMwRxGYtCBin/3ubnt9s7pddfd9XpE7cHR83Ib2dr1cpm0ij4xo5O4MFE9LdyphTdmtIzSEmRsDcAiocYpEiajIVw1oc3337eYPRPaLLz6bPT8LFMbik5PLONlDCurije/MnHMm4b7fUiYEYQeJncnZ0emRzGPTCr776eNyk8CWfXu9ju316VGIHCOLQRVOYA7iTkYYkqgW7pNQaEbZrUQlvnmEl3IGQWKetn1abWzbI6mMKdpBRIFUS64OISJmGZRDpeYQwUs5j7LVQ0l6PeR1hBdyRWA3KsorQM09AAynocLIAM2lKPg+d3tIUQ7JzN4jh7A2YdEhMu+9opQPnfIF7r7IpvSYD3SFbGSMdwjJHqWpe7KHt9glSHt9K94201Mlu2CYzEF7w5jEuvrf+mV7pKJ+mVfs897s73VuamQa2z4VHZt9tBvTrwAGw+yBArR+1x7trddsryeH83tILA96YmM40PB1/cjhBiq3NsIZES6B9cuLuaze2u17Sh3AvZomsFvX9+rg0DhRLDyFGLk71Ia8VU5NMDUk176bzea/+PLl1fvldt3Lva42FkJWY3ILbSPCLCH37oB6UeowleAfmeatGtYQXE7gB/ULgAKvGByJpRR6LlPAzAAFjgosU7q6Wf359e2//un9n374cFf8qmFt9ob94vT49MnJJ19+9stvPn/58uXli2dHZ6eL89P26NjdU99rr+ub5U/f/fD7P373T3/60+9++P7q5nazWqNTcoh6BAchZvzww4/ffvvdv7/89qsvP//l11+8fPns/OLUWDrLBo3NEUsCh5PYzBfHZxdPzp8+uf54c/LvC0T67v27Zdbv398vQpi3kSlcvpgbct/3sxBCy+RgZmHKqZRSLY4YTlMxJ2cYqTrZkN9vSBg6+i8M1usHnS1PTpL1PikfhZD9wT3OijKKYt7m5X2/3mhnlJw66JP56enxWUrprtsk1TYy55IQmwzcgdS9h/cYE4mCAjwQBUDgC/gZEIwYeQ40wMw4uXc5//TDDz/++OPXl6fcMpW6HoPlnVRLJBMVj4DpoDEzitOgcCw7s0/OCsH5k1Ptnlun67/80Pe9khj04/3qpzdBpI0S4iKAbExB5U4l9wDYoSgckquPuEkGt+KLxmWaAYbAU952eZMoewmSRQD5KGuqQQZvRhtKXhFQqBE7swkLSnjEWNmPwSIB7ORGJjRkM6Mh2R+EA6RKWTtgaWH0dzDtEFVq5CkJWLGLt9gF9Jqfrj9PJKSGcRp2HQ774O6lbgURFdNVWT33seb1mDZ3r5O0G45aI1sN0TSyVwUfbNRE7wwKQJF+9sC9PF+TkLrrtU8BPVa855DkHN5wiPU/tzx1Zw5J6x6+1wM5JDB7U3a4CQ7bKZ9rK9w0A/UUVY1r7SNbU2gbgVtAD2ZJGqLm5w0/XdCx3en242Z1o52jU+9z1pIIQQUgS2ZIxsWTxwgEZifPMHISsLp7yls3s6NZfP7s6O5uYZTU+vm8MQ/uKgFEpG5CLGSGEr5gRbluErhkkRvi/8q+3JmfSS8ER3Z3VQeLiKuZ6zQ5TN6pJQ93W/33P7/+w4/v33zsr1cpI8+YZ6bzIGdnJ5/84tPnX37y+S+/+uzLT548eXJ8dooQHVBVNtdtf/X+9g//8rt/+W///Ic//+Wnq6ub7WabE8wNaMANOBKie852c3Nzu1x99/79dz/++OOPP/7mm1/+6le/vPzkmTNlN1ZzZxBLO4uxbee5Wczi2eL0eKENNKcPNze3ff+n99fzNiyaxeLkdLGIEgCg6zoYNU0Is6ZPFiTUW4WJhZhCCUMdVBtDumsMhpNy1ToAHpPqmoJoHz4GLzhXsIPcmYyInVKXl5vtMqeNWY/MwMvjcw7hpltvLLk79eoAC5t6B4MjwROggBIcEA8K6wDAGOgI5tqTz9znInPiAFrlZH1e39y9/vHNiy8+ay6ChGCTwzJRCCGlNA1s4vzKni8JSgZXPSYEIuZAzZOnl9br3WrZv32vDFWs+vz2/X1sZk3TtPEkBimuzALx0TqqGEIarMQ3MJU8HE7jVmQWhiZyV02533baJwGVmB0GpAgxTu5OaiYlPwWcjXwsMgl4ieNiIgMzG8ShQ/Q+o9QLMQGK+Ye4yLFDzTsSkBAZFaPIQZXSGgn3/pxQ6BDTpz22Bzh7kEUHMhNN7O/IdtSN1L2qAZPHqoMTdvmB2m2iQHjsqjtm5KgcO2swHw7G5HqwN5ifg/W9a28kez2YDtgh2SjHr/ax3qOcdCCp1D2piRN213Kvnf9/en7Yt0d/ql86rcrer4ePVDumqKTcSxHoUX2RwDPS84afRN1+/Cn2G8m+WW5Dp5xNMyUzNRUQkWajQrzYoO5GiclhxCYSCCbibOraOUW6fHL0yfa475dd2i409Fk8g6UxM2QKHErWG5uK97i4D1LvtEH2FJglxGfINGBD4IVqYhlmvgQtmpIh94qrlb256X73l/ff/vTxrkcGtxxEtQ1y+eT0819+8fl/+Oazr7/49LNPTp4+LQn6QcJEMF/fLl//8OP/+3/7p//23//x2z9/v171ZNaixIOSEke3E9jMEQjKvDbadP2q6/vb5ebq9ubDzf1y/dv+Pzx5+XR2NId4HuodgBRENDtaXMTQHR39xpR6/eO33//04f39Ov3px/dzbhbH81evzk9PA0E9uZoFxFIROoQwxhiImQ+OCfASsVsITrUdx1A5dxoyDdFgu6jU19OOzW7ZLU9F7qcNx6LZu03Xbfut2Up7h12enpydnb1dXt0vbxm+YCbnznWtZkBRlimQCY5BF0+kBRYyKMPNoYQ12bkjqi4YDRMJqZOZv/n+9ftPX8+kPTk/BkDCKKkciHMJdHO4mesgLJhbcT9xNyJpGrFg6NF1XdvMZI6zs5NnF6c317errgchm39c9uHjfdOEtpWmOY5C9ZGtD12Jz3Eq3JENAs8INczsZsjuWQUUIsMYMLIRBwB3mBmZWVZqHhLIgQz0YEdxz1bkGC6+4KQD7aKhqmSpvcDODCNS4ikfnFuGEYHBO/iJCtP2gGtCiT373/TIIa2aPu+hrvvjMsP0YP34XrNl6+6hsU91LqZtyFw2/16bQux0AMUE+hmILorTh0RqVF31LBzi6Z5bMw4QfJri6YDVC1C7TNSjLXsIj0H5Xjv1Vft+7C3DNDs1Kd0TZX6uHVSU5pG526XndW9rB//6OixtVyotWIiR80nItvyo21Var6JxUNJtIpdSw8ER1OHKKblLLybZTd0MEBhHCTBLDtYQjUJLjuyb46N4fjG/vU23m1XTaTbrPJfQeiLzfgjFVyva8yGdFD30sAgx4+jGHTN6ZMF9yMQ5WFnJzCwMIYKarOstvP5w/ccfb19frdYZCQgS2CkwP7k4/dVvvvnmv/z2+VeffvLJi/PjY2uPSlJIkZhSur+6/fbff///+d//+3/7h3/+19c/3gMkPDccczBTFXLX4M6EORAMxNRwaDRHSDZb36x/v/rD/f0ydf3f/afffvbZp7IQJhBDwKXQmzDH2HRCn//yq8ao4ShOHz5+vF1t/vT+48sfj+dzasJ81pCEWHQjfdYCKwUxMCZqExHVbOZmGUwQBg3lA2hIi6dmDmcG+ZBkebjGgJ7948PMBGEhA9i9h5tq16U+a3JLsCY2L55cxkXTXfXb7ZbNCV40qcmdAXXkoiMd2WEhymJsEIOAMpAJ61KVmnDu3IChCY5ItAjxw+t3H9++e/bs2dHpYrD5mSErQIE4+0P/DQ/Ahx0dSSai+Xy+WWficHx8/Onzlzcf7/PHK805Gzau13fr+UzOzxcnJy1xEHFnCruJVyYaYyAfchoZ+w5vpKrI2c0AY46AFq91w1DVpEYS9iFFLKiEBjHYPRBnznDLKiU+i8qr4Q4jQ3GpHukdmJzFBgObwZSI3AbL0QQLNUw/SntstJju+SXvYXJNn6Y299C4RtRHUeuwWewi7dAx7ODbRCamvHN7/+6kE5vAk3ds8IfoHUrwQf2CabEnsnw4nloFVxotuYDqHpfTNTWyR9inia4pU865OJKX9BJTaeR6FaexFQUFdulW7Sy31/OJEkz2odL+RMz3VKhURZtPj08/0a58NnXp4ZwUnnfsDDsckmHQXgarQHDlmeB8lo95le4/Yrtlp23qM1mWtu/7UtdS1UyRc3InS8nQi0gIAcxqHWnjTfRABE6WwpxDgBMQmqfnF9sX7e1df/XhY+61icd9Tu45tMxNo6mHbHNvjk41ssyYVdWCBBryhpCTlyw97AOMDhPuQNHTWRbhpBakocZVkxNy8KSz223+4w83//vvf7rtfWtoCS3rGcHYP/ubL//z//3//NlXn55cnsf5LEtgsAhZztvVnRj/6V//+P/4f/4v/9v/+B/vPt4zyTGc3SLg6Fjg5pkhjJnhGFiQONPSUmFwU8DadNvzn//yJil5FMzlubyUGECczQkuISRzA58h3sd8/KtPv5qHZtH+7p9+96efXn97mxZ/eofF/OTseH7SSsPmpACTU4gGh8CTjhQoFzlfNZmZQJhLzAm8VHMFuZqpcQCcXYfgfgOslAAnURt4zEAMwmCSc/EMYiezKLRWXWVbO2+NADo7Pvr85cvrq7v1eu1GQlJE0LUlZ964TR5OMlpH3F0yMLgQeBiVqADugvyo2pldcJiRz12R++3y/t0fXn/69JOz8yM6mhnIQMxkOdvoUjG6Su9wxJgC0q3sIQ9QJdVAi9P5Fy+fbO7vVFMnoVN83Obtm7sQwpOzo5N5VE1KsYTjT0kJJrKhuUMQgFmkOEsUXKAg1Kt1iXoNQuqJAytMaFCvMYtTIVrkMIMEYbB3msk9FI9uZyNj5mI4MmemIZ1gZGs8kJExlABnZrIoiEThiOQ0ex+8J7RMwT37SBtK2OKEBoegUTibAndDtsYKpieytKfyGjzsds3wE0YOlTgq0KzRaRJozKwUG6vBfSInBdIL32xjCGadonpyQKvhkYfKHfmQUtb9b2ODknQHFR2ryQ8ODFwT/lqVjnq/34/9WVvVhmOwWzeopg3TbpsW7JAO+4F0iV0aSQfSz9RCbbzZ6zPtsgn1ktMYzVr3rdw5gfL0zfTgTifJ4EbF9AIhdrgvWCN67zfWd9appqxby2tzLVmn2SyrKqmUIqAltQDM4FbSrREUYA5GDjNS6hGcmjYEj4FPTuKL56ebrWW7u12uNtsco4QYPTuYzNDn5P6waRoWBpXMxih2YDdURHra6UAp1xxABGflrDmDhYNwDuvV6u3H2/d391szgOYcxHI0R+Bf/uqXf/P3//Gzrz6/eHIe2sY5OBHTwFs1TfNv//Tv//P/+v/6p3/6548f7wACORm41FZwdpiSi/IcFIAM78FkJE5zaBJjgxtlRvb89s0P//7P87OjxZMnzyVQzlmIS8VPwMy1JLmZz2bzTz9plfs+3/TbH9+//+l9uvi+/fzVxfnF3Hp193k7MzOG51Lwsigs3WnM53i4ycsZHn8ijCZAMyMmIdIDvtUICrdhFzkJodTkrgpFw+xoPn/25MnRbP6X1Q9Z+8JtJzclJKAb83BjsMz/7DVZUDzbLZAZavo58RlBGFvY9fX1x4/vL1aXR/Nmypdo47imo1HzkYeHqGCWE5qmac/P+tX2+e3q/ocftzmV97v7qsvL1fbyYiElCXdJavUADI7p0JmXbu/AcckuWF4/Vb9EKWg51gwjm5j0AujkDDYUA4/tpG2kUjmNnAghRmIFPUgEIFMjuMHFnEoM6oCNcK64edpV+Uwzdog8E7LV39csbL1VKsUE6omf1C6Hq1O+1N2MDKXiOkb5uEb4Q4DdA/y6t/WiT3zJ5D88fVmRSUfteF3/fOiDMd32qMd3PZv1/dNP9bzX194C7IH+3iIdrtDeRj+89u6kUX057YmpJ3tMRP3SvQb3Zmy6rRbm9naAjzJ+ydDsNjjJsdCRbBpd5/7eu857S5vsvevWVLVwEH2f+j5rJss2cqtqJb1HEBKSxmI0TsqtcCtuhsYYIGFhPpnx04tZ1x2l7BzWYZ2IxOCxbckbduu2qUvJTBnFESuMinWfaM108WDaIOdBfMzGRnAYiJhEqHGP6/Xmbul//unqp6u7TtXVo6MlXBwvvvj68//6f/2f/uN/+fsnL5+GGEvOGhhn7+FOHD9+vP6Hf/hv//0f/+nD+ysCGGCDkIsTgwUEF3bbAhlYwyIgsFCMnA5WcAgzp2R5Idb1ePft979vTz/9+suXn31CRCKSU+41lxLVCm8kqKoKHz87//o//jbHIP/yb9ev3/z49urN2+sXT8+OTyKzi4gDwoFgTjCo25Q+EhzYCWxMg6F7gNUSCwUJInAnRaEsPu1sethLBwheFH08hK7kZCmpqrLj7Pjk2ZNLaF6tVmTaMKViNHLKJdPPzxCe4XUYnCTcAYI7HNQxtuQCf+7WMkNo5Xx/e/3+3bvnN68W5+ccIIYhm5nwVN/Iqmr05cPErJTq5e5e/CFJSJhPLs8+S58u+y2urlbbZEA2vlttPtyunz8/n80pwGzX/aeQHxRpgAYLeTE9enXBHu7EUI9jssNVqrwJaoGJhRcQ4EYGLiIJiNwYgSnEyCIBzgJiYSGwg2EQktaYqaQ0RbByvKsUsYfQdIjUvuta5e70GNAd4uF0T43ee+/dw6KdDVZdNsXp1JE6u72yxxye/wpCHo5iIkiFkoXDbu2h8J46q567qR81BeIqYmb6TLuGtdoxun4djYR3empPB3g4lcPcPZbF75AGTN/QAb2sJ+HRz9hd6bpjRXymyiek7nPdTWYyOA+1Xiw4NeipX/fLJVKGUe6SJ9dsKaXUZ7NST6H3bDmbGymkFIhEKbUpCE0MIciMw7xpj2cxu8zMQcTkgQPh8rQVacExqauTmqhBODCYkRWUc06a2QJDyumtNxaNHIkN9uxxHphERL1EnhfLrxNku/Hrm+0ffrr9t+/eXN0nZgmuc+JPXj795rff/Of/03/+5m9/c/bsiQZPMHcvL2UBjLvN9nf/8u//9C//dnV1TSQRxG5Gg6oqldLn7gq7GXIulBQMygA5hHDuaEGtRMnpnInZt9vt+x9ff/eHPz179oxnAUwUmNRKyn7PWUQ0Z3PnWXP56fO/m82Oj4//x//yD7q6efvm5v2zm6PjF0HQ59Q2kZ0JMNvZjWYkUYhowjWoKxzmNhpvnclswMKcc4nqoYFJLJ44+9yMu0OIyUtyuZTW3bY3RYzx7PT4/OT09vpD7lPjEDjce2Csouw17aGHeiDVl3tbkxxEDloDN7Az8hmFU8R3qbu9ur67vnn28oXMAsyJYcTMbrAijBe5zEoYdeUFV4+FzJnEYZ1mmbdPnj/5su/c7M3H6212g6826ePtarXVkkfJiRlkXMGcg5gG7wOzIuvsHs9ih1JxIxJmNqA41xRZqkwFDTYkFFc+kYa5LBlAHpyNiLIBBnIp2ZDIKQZAaaj+DQ+ZYsNxZs0xNaH4a5NTHWqDKisadunBHi4fYpo/xrLv0B7I4Evy8DgB5J5RCbUGN33InXZotsceOaShpemNew4RE/phV6bZG+OE5JNOaI9ulTsD/QzBrL0AajB6lLLVk3X4zV7Xa6q2R8/2Xre3KvVo92YNB1d98+GM1z/Rbr3UvQbr8VJlwapnEyNrUJcsnKax/JnNBO4gYjGCmzOZwDinvNnYtmN1d0qmyGZmadv3XVb1vs+pU1ekvhh5ZWA2C5sWJARlEZl76NtCO6J7jIIkgLQhSBOYeH2x+PDxdrWmrucgIaXkFIQEFDhMQcQldvuBk6U9kbReJHcnsJszgVyYe0Xq0tVt//rtzb98//anj1siNEbHoTldtL/6m1/9H/9v/9Ovf/vrk/OzHLxIUQwRZjNjIHfp5uPNv/3Lv79/f9V3GWB2ivDspPCeSN3gyDQY1QffJ0ce5EsHkAHO+TTKE5bWvIW75by5/+lP361++9vF5UmmvlgUird5HJMHxhiVsrudPz3/lXxz9/r9D7/b3l7dv39z8/TJ6enFzKgPYarKXXhnh4uNpR2nfTbsLnOFaSlDJ0xDPVh3dVcjGfKPTdceK7ZXmAPwrk85gUhm8+b09PjoePH+p62ozUsZP1AHX7ubg8fgogcV3LSfMdT1HBPLDv8GuLnDWcH3ZLcOUouOOXl3f39/u9xu+9DMGKY2JC20Mdn5sOd3T6GP+2k6XCKS3J0QZy2ZP316eXv9cXm/Nut6td5xd9+tN2nRwqESZmAurpgPp7gGn9EDcziY0OFXMgKRAAJ2dhgJyB6CN0txJgZGrDWwTMEpYBYI3EpJPBFmgcMNzuwlYpXEODDFQO0R4olxNDIypSFF+T5u4Gf43RrN9pwOCmsyAM642wCUfDl7AFjPeb2dyld7qDV1Zrj5oKm9ZqdHpn7u3VCLRNgVKvYQu75hcLyuEbO+6VF5ArvAfTjmn/uGdtNgTyrR6f6azGJKc1mp1Guh6tGOHV57E1fT7b3e1jhbD2GvnzjQjZYdU9SpNJrpfqY77J6pKK6JQRQcgZQ0m6ahDL0BzqrJNedOc685W7/NfZ9NOaWkapoTAHB59RAZLsyWUka3DcHd3UhiEBEmcs8MROKzRXhyPl+t0u3SszpIUu8KLwkVBrOWOQVywzSiafa4qDR2XU7cnRvKSbVXFgQOa7WPt6u/vL3+6eYuAw1Hyuno6OTVl69+87e/+eo3v1qcHPeubswhEJGPic6033brzXd//PO3f/zz+n4JQMgFVkpPJqBzV0IGMuCE6BCUGiNwIMPdycg3HMxMcx/gR+7nTJGQNst3P/z0/sfXnx3PqJESw59zVnUJwFjawN3VklBsFu0vvv5y+eHd9u7m9mZ5fX23OGlCK13qm6YpcyLEzkMKAyKyYugomoUAAQAASURBVGt9UGBgAl8RCRKcANXkAE3uQyglDMbJ3I3m9qqalLuZq3oRlpqmmR/NYpQup6DODnEQ0y0Vnz4Ee5BuaHc/PnpsyBGA5MhsmaGIDgUQRNuEvN1slquu6+aWBK6meUr+hjG8ESCH7Z7QaZ8EYrBnVXIXERbZwuZHi8vLy9ubzTalpL07ttt+tdyeLogYIUxHuPJ6VctTzsmaXeYBpomcZSgOREQGy+WcliR8cDiSqShCCDSacokIUips8VDXgRmkzCSRhYc5YoYEgjMFQiuYz9AeKc2MyT2RU7HI+KBZf+j2IQRPJGH6fsezYFQqokZm9ylfxl5rtYnl4TMGnJjuP3SkGlQ4u2y3j17gZWYmojg9Ur/dfUfHMw12emovrUE9A5iyHuCA+fKDnfTYvt3vx/Rn/bmeStqtu7fX+4lmHi7V/mI81oHDjh3euTcRU8uPPr439mkzTd6H06979HVvw5kZSEotreJeTEQMj+zQjuHM3Cf1BKLolrXPpRFTV3VL5WyQK0DGTCGIxMAxSAjSiIhosSZsNWkH8xCCEbO6CjVHPGvieQhPztvb+7DpOiIiD6nPbpRS6vvezIQYoycrQYrrIsZkgrUe9WFCRhOFJReQEq+26zdXq798uFktt+xg1cDyyRcv//a//Mev/sOvLy4uMmkuKU7cSxCJqrIA7qv79b/+47+8e/1us+lorFKQibJ7AjKghZkDiruFwwEbmTwYiMBwEHnnfg0wsXE4cYtdWl3d/Pjtty++eHk0P2dmqIMDu2rKHIRCcPcgQhLMvCe7ePXi1ddf//kf//Hufnt9s7x8enraLjDmEyh2bzIUsCEuKZPH2qAAhnw/VMIeByIDZ6dkxVN3J5lKITBmdmiwGXB82G4MkmY+mx8vKFCXtmTaErFTB6exYsHw4M8xQsMSP9zDABCIMrjU2yEmPhKbR+0zeoOZ9Tm7+5h9Z0ff8gCy5hMRKn3NJdCqVLZWBbwkK3IibsPJxfnZye39Zr3uOyZK2261XHanIcTglRvV9JJhpUc4PjythS1j0FD9rOQ9YjJz2OTyWp/ZMB3k4ptgZl7siCXvW2kTzixNMBFWD8ROjSFEkzZ742AhcnOZoocqFdyjgFB3myqGe8DuCoR3gejh2brBXfvI/j3TYtW0sF64n9shNSGp6UrdsXobTB6/NagevmJ4sCTdqfpN9QO1lFAP9edmc+pQ3blyW+1rcUjhfNcgVPwCiyhawqcBlDooewPe+7w/d6MS82EIA5/2iJQzze/eVnh84kb+a9K2+cgvTJ2cNvSDqc1ZndgVYGdhKMHYDZoJWUCWck4kHrKxZaSkOVvOlnvNWYFBrmoaEZEYo0SmIByYAjN7S21X0gF0mimlWadsrI0ct9p3BpVmdnF+9HRr96ur67suZTNDYHKnnM3VAC7BkUQQEYyluPemut5SRJRMRQLF6G7ddvvh+u711fX7u7WmHEFMdHZx+sU3X/3qb3/79PkTAAjCCmJ2NREJLL1mAG50e333r//6r+vlGuZMMHcBlKDFR9lBzoBHgJwykxawHZQSEDiB2FWIEnwDfCR4SgH0FLLp+p9++PGrj1fhaB5jlIE/pRhC79qnRACZW1aDhzbY8fzlF1/85Xe/W27T/d3m7m55dDybtc2wkaY9DwBcMsHQmKHVh+3MII4xElGXkplJDEQYnfIfDnMAmRmsHJOSAGmYYsJgTxroF0BEbRsXixkHSZrdXYgYpbISctmh7vhZVNm/yjnvwUwIBFJLZiY+F3oSeRngQXjMO4CJwpObPRQbRIlpIjKjopujMddn6XY51IHZCaoqMUI9NPHkaN42QYBAnFNar7YpqSoVtnjkjCu2egQQwsMQx5M77NWSwbrcx0HI4QzVInSzDM7HQ1ZQMyMCQWBTb4ngJXo25wxilsH9m0GKUjyVnKV3ziAZ+mJALFolMyuOLRPc1cfnUdSqK8gUy8tj2L3DCu+Z8SfeHRUyT6BUpPDS4PRhT5M2oF/Z3weEZHiFw223WwO/RURU0g3XMhZ2icU0IYPyrbilT0BzCPGlrXqoPF7TyOuZql+21yYqYuOVfbJWeu7NyHTDpNeaWp4IxjSkWn1nu4zDwwo6pp5PhGQa4HRNj3jlKVfMqlNi2qlxr3yvp2GWt/R9T4O7nUto4EquDnewuQdkd6XMyQJCK9tt162V1N01I/WWuuxZMaTxoBijRAkhhEaGaiNRuNTc9H7WiKoauavd394u/LgxyhLadm7GSHrUyOfPLvOWcve+21jebkMQS03qWAGwWw/TRFM6e+YY2mFdXL2yqxJRyflmxKENnW8she/frn/3l/vf/3T3l7ulejhmBOjXX776zd/85sknL9AEZQvGJclJJAGoc3UCG/V9//233919vN/2CUAAwywDHXwJdMQEJlcDjEgcMA3DiZwWFnDrgQDPRAAnoyXsGn4OlpyXH1brm14/1dA22cizRUIGwbnhmFJKWR1k5q7GEeFkdv7qk83bt+/e3T99cvbkaYotNwx3xNi4es6Z2MhKPEnJhhQsl6p15IBpUgxpRVnINANgdyis+KZ58RUoNqHMIBZJpFFEVZmdhfqkzOLZCGIKaZo4Pw5xNmvmc449U0oZoA5uJQu0sKv+nG76AQfHSVMGAHFPBhBaQg/u2C6O8gx6Sa0KYggNohv1yDAzSCkR9wA0ZgWsSw6n6dAJKLvnlMw9hOBqmrMTiKy3HuKzk/nx6dGH65suG4m8+3D/6sXloonKKHu8ZL4uRiARCiArWigfk/wLa5FVYqAY0DbYJiZ3OBMsTxDMTRMMZnAlZRYiD4E9cDZ1NybS4WCW2ogemCBgIQ8krBSOjDrJm5BnauSBQ1xoiIzoWTnElDNyUdwNoDyBSS001MDlVa7rB3owYsigAeMAKsUgRkjywcePSwDe6Ghe+ACqHsdkvCh8jIOLT8djyqThKBGISNRLxl6rzCLunlSbENkxBQAZHEwopHrEjUl6qT0XHsDZrLxrx/PtEbA+EIy40v5Pje7R+b29vkd+MM4hRt/wqa8P9P8xBmGPou7RHt+lN3xAw4bbduWwvcEeTkXdjUm0rGOvaAy/KtckLuxNvZmxDH5lg++Am1Emc03Z+5xzZid30ux90pSSpjy9nRgSJITADcfIcR6Yh9qOMCMzVSseUkGCM6WsabXRlOdt1PXWZzGeLCSIEZ2dzp8/P193d8u71G071ZIHQcxKKKED5IUqMIONSnWQoQJL5e4IAJi1wUyFwjbpj2/f//sfvv3x9bUpBE6E49Pjv/37v/3F11+dnJ9wEFjRxYzG+lLeFW5u99c3H16/7dcbVo2lthhNmecK3SuyjtdxcvXilXsFg4tUAfktbMO4Nw+g1fp+vV7nnBszdmaRnDIIGB2Fp+3q7tk0ts3x2enq7dvb5f3Nzd12fb44blJKjAEICr9fMilV3o87FXsBDJUGwUpFDjYiGssX7MvKRZ4Y9h4e+P1pD4tI27bz+Xw2a2bz5qZYNQjZKQGOwpag1sIdHqKdTW5whkMDkIGsUOQZ8VFsWyHcTbxI6SrIqSjTds9I8UQrxYoe3vXQbSqiw8MRZgfA7WLWNI00EZseQM55s+3tpDHLKYEIHHksh4qiKxskEfISmuruxdPCx7gcHzNT7LHpGBnEUgCwpB/FGEJUcNaywpUYBCYWHqP/ZQwIJcCZWBoOrQeJMTqVSra+95Y9XnaPFE2zN/1Uo+jDN8LFJ49MRuowPviYZcEPVF7DSa2w2t2dJu+2ShdVT9XYQP1tmToU+XKoQjmk6pmA1Hed5SbpBbs4XK6AXSJxeNXt+pirrTa817tw7+aHrbablWC6eWqknrLDnkzHr95M9dxhd9LrhXx4ioDKF/DnFr7+F5VJcNq4j3ay5m5qIjQN0NLAGhSFtJmhhKf5A39hZlk9qWVzTaZa8hyCyEVYIjdNsGgQEJUVpVKmhOFZigaABqHf3DY9kvXXd556OZ3FNkjbzoJcns0A6zP169X1x5tuzTnryExNHjhCGF0PsDPeei3KyTdzgK9u7v7847u3V/fb7MRN6zpr4q9+883X/+HXxxcn6uYKJmc0w0kwh4OG8ji6vL5///qNd11TWDT3VITEcQlpl9jsO5A87ArAS2U0cqIOWAK3hOeO1d1yubrzrKpKJMJSIH4XJUtok6t7bMPpxfnbGDfLfHu3Wi2788tTnkVYLnpXh7Nl9QIFRCSB2MkzwwEmUi9V4wA4EaTgbzFCGJEP6+uD2VxEvFQ4LVEyg42QmQbAKjuQZ7NmfjSfLeL8eMHMSsigHp4cBuaf1+bXy7fzpQGwMqUmEEfjytkVAggzh8CTPrZoKdV1zGU5yIt7O+QRBPThMPrgf8cASDi2YT6f910qN3ddn3oLc0WGs7XSjtzdoMrmASsnJgQAjBCYIZJLlQUmIphqnceMmZ2chItb9oADY35yMidz5pJWZ2JtrSgDDGSmQs4kYKI4o+ZIQ7DRZy4MZVuHg1wr0/bgaA8ihhscg7O0wxmFQhTWY7gHQ6qCIaE6GRUfRhpndlcbOb20tMBjmemhVyNJmu6f+jndsMPbjZe7l2wIpdwiTwJQ9er9pnYlh/racbx+9JpgmkbzzCExqMlA/Xnvzz3iUX85qbZrm9PeBD1KJ/Zojx+4Lew9vteNn5uX6ftJ4rFdT7CaetVP8VTMvKI9AIidiMxR7ATCLIMnggsIzERQyzmbqTOJQAKZkQUezj9HCQEQNlPtnaKQSPEfM/cYhzTDpWcCcXdTy7f3DJfIuulEuBG6PIlNPMrK1l2wdgTVlN2JHMxuGT6ePR4ND39te7iWPATvPi5/en97n6DOWVWgx0fH//X/8l+fvHzKTSwaHi8OfkTuKPGAJUNlTrlfb+6vbhpARqN8Iia3DVGFp4cfqiUjwGHgUKpRUjHXo3dsHcEsa+q3Xc7Z1ZzUaXT28yJTYcoWysxmAGF2NJsdLdJ9XG/Sze3yYnV6tGgI0XMq62sDd2iqgOZp55TM/NUWHTtc6JaW6mjuaiXFMh6Y+sIdIzBnNxrdVYpQpXBmlhhiI+2sOT8/fdu0274fqBhQ8jH/nOizs3B7k1iCT00k6Bw+d0evHWLnFOeL2WIuQiPDIdlch/QNZUA6uK5Ma+Hug2f2KAgSlaw2pWyHl1yewmrWNM183t5fAwQK0QxZH06rmZllkVhzhORuo5+hkBezGdEg0OiugXcgWkVWLdFZ7BSkmGfcnIx8cDlwkUggKWV0eYj8JaLeTFxFiEXQBMS5huPM4mNCBxq1IBNcHKLK3vzUf1Jda6di2R97Vic8q6u6lV+HCu4Hnta0q3nyAz4SAPGD93z9YP2Nu6ubgK0ESzlIuEaJGhj3iEv95eB68Ffm6JAyceX+NLX46P01qa9X4rDNmjBMfIHvykyHj9ft/Fwf9n6qZ//nvqwp9jRkrvwafXKSGc/VJAjujWiP8tHwgYpf0fCTZtei1Ro0G+5OJMwIkVUZgJMHFmmEg4gMxj0iChKpEWmihAD24v82pFoyytlyn/q+JzfddF1gasJRFGmJYsPCT84iXp2Jpn593wQphc3cU8lQMg1t0rYdOugzsbsbuRlS78tVut/Yus8KNBSOZvzpZy9/9Ztv4jz2rpEjgzRngo0WaRBREf36zfb+brVaLpsCQQAx9yxu+ZqAktUE8KLIwuPXoCug0fMKpVTMsIwtecOUc04pMTPUe+0L2z/B3N5ZMMth3h6fn22ub27ut+/e3lw+OTs5njeBiUqtU6iqFsERbu6ah/1QUn8SIKUOpoOAoYbMsMNsCt2vtUQDZEy3mY0FAEc3EKYQmERmi8WLT16+PfnLzXZLKS2AOWgNc+KfIz9UsbTlw0hw4UykBKeYcRr9ogmLmVzTvBNtz07npwsO5O5FE2s2hrdWOxwEgqj1Nl7uDrPitZegcajDZtnU1XLKuc8wwCiCYwhNiLM4M3AyMiusCRcfhEJ+BlT1BxVPeXsA9QOiDtYUuDuTmVGRk4kcIAEzQyAhcBARsTGbUVkQKuS7yKpwdWeHM1MglFLfQtyIN8HizGiuCAxjjmMSn53YnRq+JgApLJ2P8uKExTV3WyP+9OAETWNJ1mEm/vpVP47H7Bo1ntOgmhmOz/Rl3fnBzjSVC4FLJUjVIkFtnalxu+5AqE39h/SDRkvR1EurQhOmgdFjEv3hLNRPTdqq+l31gA8JTP19PcLD9uuJmH463A17A6mfnWa8YH39bE0jp9tqUXp69dSOmckEKaXeIvThpYZyAogohOBmSsUCacXNmgOHJpKAGMISmhhj5BgQRNoQ5i0FYgaPqVoBbrLmXmNKutmsUqe3xiJtG0mVFh5ZLk+lwbF4Xl7TomXLfU4IMZZsI6V2HBEVdhG7cVfjByeCOWnGatlf3a43as4SlebCJyezX/7q68XJgmNIOTMFCVLp0oqo5W5G7rlPm/U6930UZvPoILAO+b3IBqICApwgwF+xbZRf3Ecxxo0Ahi9imFsIDDMTkBD3lhVKP6ciUANTO2/Onjy9efPx/t39u/dXzz9ePrk8lsU8TBm+xt0y0H7LpgoakraCwMw+RMmUJAjGgIAG3wDSIgaZmWtttC8e5iWEckiCVH4NIUhoJIbF8dEnn7764dnT7e0N970CS/jGsXUz+tlUbzv7HA+aG1VEkVb51PMnQp8cz+bz8HrNNm/mTy5mp8csMNOSGT37GA9nDyfCCSWOyasL47+qxgKYa8o55Zyzdn3apv5uvblbe7KzxfFiPp+1wcHJXTN5KelmPjlTlfaYWUCJPGkGoKrkiCyUHeZWOoGhdLzDHjYwEQKFEELbFH2i+RCtVRgAIS5xxcRFAafERAKOHEIQ74nJglMTVGagBSg4MtjJCM5uXhwBJzpUoxNG3fu036YVIaKcc3GwmuB0amfYEjZCX2lKGJU6uoasPRR6OBjF6Djo3R4eqaG+3iQFrB44FnMbXBeYaNDDTgakaVC1mWcPxnfIqwNAeAxW9inkHhGud/MhwaiHtEeT6nnfWZLHjD179OOw/T1CstcC75Z9O3zw5waytwb1TrJdt4W65Uk4mG6empr+KioYLulACrlyHcXuoc+TTbVUE2EOYJbIsQ1D+t8gIYS2bTkGEMksyKwhKQEoDmcpm0OEgjYWe6Z+Q5aSdtlWvavGJnCk4zaEE3I9Ct61kQnGXsynj5iOUZOfyn4JwJmM+PZ29e799WqT3EiQKeemPXn16iUHaZomlIAVFNMxE3HxBvMq+gdJA8gdDBdChm4NG3KFq8MHjy7zx9RuGDVvAKZ0Zl7K76GcNJ+JzKPMmrZoJ9iZmc1zPZ6CoW4PzAQxH52fHp2eLa/e36+69x+uXr06b0MMUYyMhz3ARMJwIbbBBwlT6WL3HX11cSsQESc182Le8OxkXsyAw1YpmI7hv7ITS7IlHjO1x9hcPHn2/ItP79+/6ftVzJ6BjcGspN75OevY44S7qF1a9pfAV4v22VwYtumNL58ePXs6Oz4iAjvMswPqmWwIDJ8MMLXQ83D0CnOmyo5SjEe7lLoud3m7XG9X6831crvZsuJkfjybzUCJOZiTObI6G4IwMMQ5DGfEUfSmlRHXAphdk6rrDiNowJg1m0MjXKLlIpOA2JEZ7ijZDsdmqWyOQMRgRmxCCEGERNjdLbDMhZqFoSUCjUmAh544uWd3LcJ9DVA1ih6C2CGCPYxhF82p0rU8CrOocKwmCajo3/TrHu5NP9U+eDu0rS6YPWIdM9fRnHvQd/j9dAV+zOHYK1mvNtTvdaXu+jQptdvlHm34ORq29+v+gKsbDmnGHpk8bLYmY+5e4jDqBTjcH/X9k0Z+r5N7uPzoHpruGbbQgbxVDhUP+2NiG9XdQxBvm+HciMQ2kggHQhNKslHhQEWNAFdV4jDMfBAistwZlIi5jY27E1vW7bpjamJSBCdPTYyLedjOYmxoFmMIoSDvgHmHciHVwxmsjr17Vluu1qvVVtXNcyScxHh+fnp6ce7um3XXNDMQshpLNXXOZhkY2LGiTDDLgKsjwbfAlpAND/v6r15Fu8AOBnLhfYm9+CAzGAgsbdsGEc2ZnVgCO2tlZihIOiGdu+Wcm6ZZnJzMj8508/729v7u7m7RNg3POPBEG9y9ULKpZLITtAgHpXTFpOQaT0oJzc+Si6DLTA4SIc0PgF62jbmblfTk5q7jRiUiatv24tWL4z8c97c3LaXecaK6VgcoH8zPHkjVO5WIArlqmoMuGzxvwrEguypCc3LSnpxwG4nIRyeZ7CYDmfFp0jBSIK/qC5C5qg5ONeap77erdbfZbtfd+u5+fbvy3mAWWYQ451yyzRARkbiT+zBdvqfldmfmRhoAMUZjVnc1s5yHbKc86NFYEAJLCCIiTaSyPjxWkBtYLqZRRM3aM4RDCIElCDMkCAci+OC5LCQxUmwgM1AmHl77ELLNFGOctCET1Rzx5MElod5sUziHlzE/MLgCc0Aflu+xs7lHn1BhY/1NoRVUyMiuhmb3KA0uObv+B8NVuGc1kyoihXblgZ2mDtqfWg417UEF8bZbj2d6rMbrSd0ZY5x23vT4NLYac2vnhUNq4VW467gEw/AmGlBrvYp7CT1mepkWdWph6vP0lsnddqr+sHNyqqumOoeUhkaPuFqjOM3S8M2DhtTUOsBYCJlBZOSBjCOntrEuBVhuMtRLdmxpQ7OYx1k7gP44UA+gNiKyAWSimkIMASGX7JkQM9PUZUg7n0mM267ruzybNZZJsgFR2NvWn1wuogiEFa4wVqB4LuzFzaFYe4e3l8OlqkC4X+ufflq+v83mzO7iiDGeHS3OT46zaWgaMBX0zTAmmCq5AcbMibzre47BG49t6Mwb5o3QXdI1sALdccnYVaq8ipQqOQzaZeKH6H0ic++FYdSakmhnxObtjIOnVTiPR/NZIOGwTQaykDtjIUHxBxCOZtbnrKqRG/ccgmqrp08vbt8fX318n+7o+mr59OyilxWj4diEOM990rR1RzkI7p5tUK2ZGYdIDlXv+35IC+6UoSWStglt12ezBBcySykDTO4hBE3J1YgMpXamcmjmxrnTnHWreWvuFMPF88uLr7+4vrk+ubo+CXYa6Q8qvzOjvmgdKZdcTsW7GGDCzGGgHiV3kTcsibQzzEU+VfuG6eVMU+o38xd2JJevnjw7OZ1Tk4qcasQhtCAwum2ycjDdXc2yumqEbHPOlrxk4OyzJoM5J9us1uvb++1ytVltt6t11/UP1SgcQC8kzUyYBJhlkiaIk1pxOy5lezSamY5q6gAHIASJMfe9Z+02/WbTkSlHEUgIkdpAAgqBQ5AQKIi7u7lz6LMVZSE7ABIwqRmVAtxucGLmRixwIm5EQdQE4tmZhksN0WULMCO6a4yFF/FBqeEkwpOy1N2nAmZWhRti9KedwGpAVAwe/ERcKhGbjXW2mGs8JA4jphX7CMFrpV/R2hYnVieHq6maYfDNa5pmKNE76pLdRomi9NDGqlGTIDFG/AQRL14SAx76xILggRDuByEMVGB8XZiEJqq4swKatRZv56hXoFzwuu/7iQDs3V9T4OmaqEj9XuCB03mUhNa0cIeeP0y3H7a51w5GXKiJVt3JiYF9dBQTkzLN22R/qifw8EE8aI0Kio8kjYWJieBuIhxCQDCR7CLkIJIQiuwvw3xnFRFhIREKVNg6JkqpIyr1t6DZ4cYOJ2mI3GFAZHYASZETW3BXpmbetDLG9BERCwcJA9vxML0l+qwo98YottHwsVr2Hz7evX777uPdzbpLBhDRYja/fPpkNptNS8ZETsYYZevdFYfI6fFZ27Y9USTuNbdMYgDQuJp7KdmpcHYQgfG4Dq4sf6tssI4AQkN84mgz0iKcPLk4OjsFkcGbKGqDMXbaVGVPCpGXZQVKZKhEbucziWGb+uX9etNt501bGEBGBkxEXG3K1kEo7kCu7poyAKgJiISZkDRT9lJpovgtlP3r7jJKLWZGA4sj5pRzBpyLXcA8Z1NVJWs5PH327Pz50+Xlmffblv2ZS9pov9p8z83GUi7BNQ4GK4EkIKkSqSchZhDBMygpNRGLpK8W7cvTOBNkitebLpw+f/ry6fxoVszlNDLF7EgpuRbfeFc3zTnn3sxMWmMyh6mSuSfP267bbDc3q/Vyuby+Xa9W1qVCrYVjybHg7iBnB7OEKNxQ27YxiMQM69WNzWKMIXDJK1RQIo+VqGwM7C8QT4GLtBNjg4bKCeLxXBeohvnkPudFX1rE32LbEIYMiu4S2U1kTOIhmETjRimUJattbEXXOMFRjQY8RYZO6fJ2Uc4r7WJpgauqDTxmhJlamxBv70U1+1uusZzdjhLhga0kMdMhNJqoKMlrpK157uEtk3lhbGu8uR5TgTjsvRQjoSv3hUkcoclpZJfATE9Oo9qbX9+tA1G/bG+Kp0b28Bo/TzDqBdjr0mE/D8lP3efD+2u6tXdb/eo9mvfoJDx65yQCEtGYgbhKDOxk/iAmq2rgEJitpHgQISLmEGMsIhxgDKchvLEkQAzSRA5EDuFGVQtmmapnJYenbGZZi3MPDKqeqWERAbckykzSRM+qbkOEnxDgY9Tu7hiL21HZpINpwSz73d3y/fXNKiUFolAgOj05evHixexoEWK0SmVHZG4TozWYpYkosBwfHy8Wi63QzC07VEicCBYcirFiNLk72Bkg7OrkfMwB5hTgGoFcsqCAj8nPwWkWLl49Oz0/MxEjCAimcIa5qZZkZTqGMRa2ShjZLatKE+dHM27ituvvlqvttrfjmVXqCwlcSs2amha+Tc3g5K5uhbYAJAQblY1EBLB7grkQGxUm1EokVTEjlcBUGJI72EVIiGHQZJo95xwboiY8++RV+uKLm83Glssj8KeBYiPi9q73W6CjIvsoO+DqxInMACEzwAggI+YXbr8g/LKhi5kE5pvsr1M+/+KTeDzPZJo7OLHDspOSejFEabGVWe5T6stu17Tp+75fd3nT5T5p16+Xq+16vdp0uetTlyyX6hjsCrXMg7NvUWZQ08am4aZhCiE0TQyBiBk6HX8JYTTRDyoNEQlR8nZgBGPTxMAcmJmjBISSfpdIaORPyjG04vZSIyQRhcDSCEceqtIHlkDFYEKxoaa15sikAY3RR6W1ymYxIUyFz1UyYtpHp+nPIpFUTD9VDT6g9PTI5E1b93+qZDrx8TRIJA9jfxS43Ii5BFtUcggePtfk51AX9ejAbSwivvMuLdHmjlJse48I15Oy92TdlZpcPwrHe2g+kdDpy7qj0/3T9E1U7WEuHqMKdeOHc7rXbRqdlGjUHNbfYz9538P3XikSp1HsucPVo6vp0DReJi5QUKx/RuxgOMHZ1HPOIs3EZpBwYCZhCiWKu3TMBCWgZVDEkcCZzIfSB87GzGSeU0bynBJy6pNmNxAb3LpEQZrQShRj9sDFdFr2N5ymFLRcwlpHzzdIIHbgwT10GKYh9bm3bKOyzsyapjk+O+YgzHAi12wMckIAUIoGkRd9wTg58/nR+ZPLW5Em2zGTw+eEOeieYFRizwE3BhxG2Ml7NNGe0lRyJ8KcYlImT/PIzxYii6NnL563bSzhKa69jfkzpyNkeVCdwNxJzUhVsykJwqwNs1m37dertFn3ql7oKJM7O4NIXJxIBUAu+6rIsgZ26ECIvAQbSaAAUXUtOkMmVoIrwdysFGVTz6U0HUBRhCVFKQQMMGJnVc3ZmeZnZ2ebJ89um7+k/q4ROms5Skt9f2L4QfHBeYvg7GRJfHAsFiAYFGDgWOScm2/azd8vTl42HEO42tjrZepOTk+fXsoiIgq5m3k2U9VSnjlpyjmXuco5a0qWcs45r/Lmfrm6vevX27xJ/XbbdV3OOQlbVncXIqHwkJC7HCOGRGmbMGti04Y2DrtOJDIxeSpmNoUxZJBOYCUhDwuRFG2scyCRpo2hnBcWIXEu+210SWACiDUPW4ZHw5wTERM1gYNIEERM2RPcPYgjCpo54gJhVqoAkWVQoU6PO2c9As1Mj4JDjSpTkswKLXcg+uGDD0rnujrHAzQ9piQYaeYoNkAIqB3caipF+yNid51ufaAC5obJba9ivs2ZaSI2VD1SehhqU8rhrO2NuZ64GrunmSLamVwc0J6pkT3N3vRTYQHqp0qzNSGdiJOP6tSaFP3161FCVfdhuurWps/T49Pwa9I70aH6weFZ332Bl/TSxauHYEZGzuSjeEFBwuBnXTLDo1i0zYxjCCIQlAoywiQsOZlRGqRaU09Zk6VtR72l1CdzB7KbEdTBJouGhJg4jpM80h48jAUjR4YHzzeeXKeG7etelMiNdMky3CPTYjE7Pj0pYTDDypi6AJmcxAdzeklhObB1i+P5889e/njUyv3qpImedUu2dbx3wMkRCBZBBDXAyR7XvgGMXMxK5sJuJ6CLBhfHjV1cPH/+PDILsQKqiSgknzhIL0Hv7s5EAlJ3NVU3IxATIkkMnfp6k27u1s8uj9pm5u4Fd8yHZ0u0fXRSOBODibKWlJWGoiMCMQUWtVHZS07EeUpwYF5mmBzsJQ1m2VdF+oGpWpdg8GQeiNjn8/nxi2fzl8+3y1W33S6YzptghBnkTOmHnN+qrYkMkY2dwO4RFGBENo/+SeBXTt9cLD4LsQ3xmujDNi3j6dNPv1jMGmNRM7hrUkvZsqu7mXVpq9k95dynvO1S16/X6/V6rctuu+665VpTsmyq2X3ICVZSF4LYuQQzFJT0EEKIHNswm7XtLDYhlrRGZmZW0mcV4yFNB78kny25j1gEsMKKcZQI5jACBRxkJc/VeIqL1K4EEIwFQEk3QCSFXJEHhgDltewOohLNzBFxDpmBgzBgGVADMTF5KYtYukgEQqkJWXlMjEDwADW7uCETjSn7EXhw4K5p2wNmTtUuCv0EMJqaJnjEg7ldqIZHL8lyUJLqlSrMNQaOHa41WAy4qhOhpJcHUJLtObmpFuJZDsWggh6fKvQIFVEoH3ZcD/ZAdrLbH+J1RZb3SdT0K1Xiwh6U1wA3va5ucw/EUelGD9819bDuf33P3pJPlGNaWt/VOqISNmsJrG5z+rKmlIfvmr4xGxKtjAmDYXB1QAGFZp+cF8BMTeAeLMIiECZhlLA5YiNj5jJTA2EuE172j2XLyVVdzbqkSVnNdUj3m0zVLDs8kbciHJumJddiXnGoA17cWlRL9pbDhZ6+nIbcxNBwiE6NUWA/Pjm+ePrk5PRU4aTZiQRMbDBSKMO9WEEN8DE9F6E5Xjz/4tPLT5/nb39cRHE2y+Rqt0pL93s3BTsyoeQW9kn7t7czybxhZKZe0znR55E+nc/bo8Xis08vnz1pQlCQWykhimzakBTCY7uDGibBuSSZIWFpZ1l9u7Hbm9VyfXa0iFq86tzhmrTUezGiQKONJHfJCeU0MLPr4NTEzDkV5c8wsVHEg+TskZFsgEsRAsizwzywNFGaSCl329V6s9r2fW6PmpRSYFp88vTl3/9taGfLv/y0vb7K620UetXw50JfQ96qfnRssphKx8rZZ04t42gRnsz4Gfyp5gUfpU26DXgrIT97fvr8k7MvnsfzI5jrNkHN+pSS9n3fbbZps11uu9z1adv1m23epKx9t9luNpvUm7tbVs9OXKr7sMLFwBgS2xGB2EUgYjHGpolxFmOM83mctU0MJOxwcyVyEY4MYjGaLLWT5MQMQAIVzWRsRDSKo+gUeVR0F7UthrJt6k5eTD7kRMQSja0EEofIFJiYKYIiIxTB2sEwaTPPhGYuLSEU0xEmx6hdTNiDoBocqBJ09jCKSHx0kppu3sO0HXgZ/tu59rC0xsa6qenzROFozLYwfU9EhEm3JlOXhtfuahdrVdD0+J5sQFUu44H8YCSPdVj74WT5Lo9fd6X8WrwysOvzdjC/O0B22Fr9ij1An2jSHlGxB77mZ+nN3jI8+v3eCv2VZsuXvBsvNX3eo5HTSpfD4O5D2SuIO6nDsnvKrogSs4KEwU7MxeWAYygJ+MvaESw0cX8+3bOqEAkom7lqYZxhQ8oWDhSYoUO3ydBtt7i6bWZtmM0pjoyVORglcI4Ly18liIQzhhCHhxNlZmZKRAEeVWcADEdHR0fnp8288fF0OHTyz2WA3FHC4YER9A2RLj57/uVvf/1+uQrbddDQmMW+n3d4nfG92hVMx+DTMaimNAkM6cMAoKizzHQBfNnEbxbxbNH2i+MvfvFFPFk490oweCTPOTFzKUVcBsWgoosjgMw1DyNVKAVu5zOwbLpuudp226TqhfyIiDuI4TYkaDMCj/nRS00zuBM7kzBLxkNYzJDA0QyMErhK7JR1EBKcYaaj8eBoPj852q5vNsvbm5urq7u7y6OjOcg0O8dw/uVnx/PT22cvX//xDzd/+jboBpaPJJxG+TzOVTirZ0faGqlHshDpeNachNa7lLr+w9JvhJaxSecXl19/ffniZdMEJWCdc5fyttus1qvVarVabZerbr25u13nlHKXS4Vrdx/MCyXbGsTFS/Y0K1pTDuVgODmJhSiLedO2sZlL27YxRmYOQdqWmoDAxqSldk8TAsDEKkLuNgZC+AQkYywMYhQCk7nlVKZ9DL95QBUqscvEJbkdCXMUoWBkUqpnRQFAwSUW9bMxsTDQnFqYgxbELSiWCAF5sH9g0tnsoc0h6O+h3HiQy69FWpJS/3sCmRqydkCsxpnCW+fBR875ob6cP1bQoCaWeyg3uQfz4M/24I9Q2+AH5B9EI64bfwDVscC8jbrAek6CqpayOhOqDkdutygcKhJng1RMUz9QOQXW5H2PUO21Nv00TUdNtGqy6VWFt8PJOlzOvTv3tgVVcs+U1KCWhOoe1p54ey+q9W9T/yfb1d72EiGqej20oMg5szrMQpSUlYmGGjKRJUaRwR102F6QbDpykGJmrsoEGbtaBso8eKaRI2lykJMTQUSYyaCqOa37bt3FriMS4SFpghDncX6mHIW13rme0mHzMQIjErUQZsqU21mMswaAuQrFIdjfM3Fx8TOCMUBOhmF+zCyTnlycf/7rX6bvvt++eTMjnpu1Ea8IsdOlYwmsoUYQA6P4h8N3c48SQT1mSuJ4AfyqCS9moo1s4/zk2RMLnMy8pK83aMoxtn2/HXbLaACzocStlvCIQtE5yGw24xC123ZdUjU3UnWCYsAdFxERKZ7Tw46SMV9OxnC4hLj4GVZsYCrVhsjdNWc1GwIgMZgnmZkFNJ/Ho8Um3G82m83tzf3ybtVdnreNiJuD2hBnl5ft4iQft3bU3v3+T8vl8m6jF5mfIjwPNG+ySNoUd6QAZYoI0PjDxn/a5hV8e3K8+PTF8y++XDw5byg0fb6/Xd7eb7v7VX+/ur+9u1ver9dr7RKZUyZVJWcicrNkakwkHDmoqptLKK7MWQwinHxgh0Pg2FA7C0fH7bxt2oW0bTtBh4gzGZVKMMQyKH9MuOC7xMAl+5R7CcRBiCwiGTb4h2bL4oAxSIuhtRxMNzjISpSFqCYwUWCJPEinQagRYVE4idMQWYdAiFFSs3CeWZgFnqEQUZALU+1Y7A9pnvZQcYKCGlsm8/Ok31Z1My0OCMUw48jTgzXkknmpeFKz6jVZYGfjB0ifkvTXgLxHMHyXeExk4uElRqCdMHwbVY41FNt4EVEYCYqMmUnrGQg0qlMnejNZnh+8TaromQmsBxf1UeiZKFY9WXzg2Twh9aTUqunBJDrUf9bEY2pk+mZP6JuGM716muJpyacP08JPJIqrZG7199Oq154RGMlkTc/qm1FBjDHxkHyXA5G7esAW88bmZ/1WONznREaiqqAGQqSAETGIZbBGQt0ji/mDh6hIcOFsxnDnEk5fNEk6eFw7ERBAWdxATiBuBMjBl8vl0eVpM4vJrJRMU3gIgZkhXEYqIjYkv8lE3siQhsvNNCuSp1Tc7kHslEUoNE0zmwUPZZKdOcC95ElkI4Oxu5doTKagagRjF7Rq3Yvf/PL29U/v7u/j7W1o2QhLDy8Muk2B6FvC0gEhVYNAMoTgEZqKVbPpwBCfK/9C8Hcn888WMbtrPP30s1/G43nAxpzytgOwKWJT3xlBe9WUmQiwrJo0m1nOmSGaenbPBidGkNjGbqPbrOs+ZcBdIzduRsQsJCLDSmlxyQlRgsH7vi8l6IreUAAixrxJKeWcibhpmj4nImqaJlvvZo4SH+nunt04SMOiSscnzdmq1fvu6ofvPz47uzw/C2fzPkY3JE0eOJzEJ+HT5uzk+tnLqzdvVq/fXX+4un+//tjwySK6BwKLtIHRmy9zWsHXNMuzhT57+vLJ5cXFRcyiP9x9XK3vbm7v7++vr9Z93+duW857KlE3wrDkcCMHCSQ4C4OYB5iTyMNuJzZidwqMWDKltrI4aRZHTTOPMcZm5sIxkNhYTKtpmhgl+JA0WrNBmM1yThJIPaC4cIRQBHcRiYFptrCU3TIC2AQQBjhoHtWbjRe6CAaJMIro00aJkaQkFweEtfjKkbFZsIAgiI030ZqFhJYllHx3KNmDs7p7lECBzCxrX4PexKzX9KamASN4DrelVPLYysTammfAiED0gHIDsAgXf5AJZMqlRRgFrAoZ5TFudwJb95K+ikp6QiLCaGcElMmZA5FXD5J7SSI/EIuJNABwGI+aw4LJIQQ3MjMKQ5jwVBENg3Q1Kt/qLtYovzdx9eea38eoQER11ew/HYhBNXzXHyYon+YUj101GdujTPVbau+Gup97NH96e61P22u5bqemLvXaT38e3lPmf4qLLt/bkOCFzIlZ2CGBhEIwUweKG6uboHhgs7oW9wQWiAgERORMBhjcVcXgVnQhY3qSIGzmBn3QupKRE0DZLOfU9c1ROynZuHL1qeZ7ykT+kExsOgnMPJ/PF4vFfL7VTVYgxhjbZsCO4hoLEaGygcdTYZPcMrxLc4yRG7749LP3Z7+/v7o+2vjl0WlDm3XTbBr6cgvJ9l2X7tSDBMsOUHb1BKFiF+oJtHD/PNLfzY++aueBwv0szD5/efHbz8mhKTsGbtRUteSTNjA5lVR7o8cRjytKRCUThLszhxDCWlVVU9Kcs3uctlnZVWVCKJIPqaDhJf8/Wck2RMIlkK8hMss5Qy25DX5ZzEFEw2AfJCJh8zikHkPTxKP5/HTR9Z3nlF7/6bv7q6tPnl+28/nR2cn8+CjE2EsgotPjs4uvT55dvrh99vH+7bu7n17f3d7drFZ91ylHYRi015wg2pLMZ9TOZNN9ePP2w9t3KaW+26Su7/vekvVZyZ3KxBGEPLuaAT4l4aMCkUV6LhwyuTIxcfGKZhGZzaVt29kstLM4XzTNTGIUaQKxCwjgMNg+BxPPEPvpCnOhkhKeuWy8otz0wTFjDyiIqFQ4ZcAc4UE8ZhZ2tZJLRwKDCcxTnlFmEubs6ig2PXJhSABHo5ZJCOI+ccwo5ZgmPVDZCNPBn0BsD1QfxcNJ03MIdNjNEbeHKhOUDQd1ZN/9QJm0dxsRgazUUD5oUwY1apXZ0n04sKVYSa2CMzN3FdlxDR97QrULX4kdHkcBTNLPtIr1n4d+yVRJLXvX3vTV0703/sPP0yM1GfBKw1PfzAdxqXt2mumNtWA0/bonFe0p0A4HtTfYibT83I6pad7OnqutXMLubCB37g0dWMBhzG3EGs3NsxkcZoXY0Lg0QxJ4wQh35qUSiQ2mlsKblGz/zCwiykZFn8MoKQfdHWroc7/eHJ0sUCrXeSYWjB6GXkmlGE5ISRLB9fcEKSUhUFIHsEsTYhty7hlRmBTODEXJ/uiBJp/pMcWZu5Xqiy7qOH35cvbq1e3rd7i+nZtIk6nlI/W50gW37PbnXjvNHQJDHOLQzA7XE8eTwF+4/uLk+JO20azrdn70y18++c1XJ+dHNOpFizl0rMTjI9B7HhNelHwkOfdEYpaHLw1m5gOnIVMefhEpoAMaEgoNK46if0MmFyFGKHY4iLibZpXB+8GNyMnKquVsIQRDdhuYRCEYw+EiLIxFKyfzpt/k5aZfvn1/8/b13V+OOEizmM+PFhSDEYoAccStuq37tNpuN+CeovMMTZNN3d1clMVY3CVv17ZdUaXFUdWUEgYE0YF+lggBjJVgWEbDgwEl2h6ByYMxcxskNhJjiFHaWWyapj3iedM2TYiNcBQR4kDyoFEfoHvYV2TETvRwJHmIDCAujs5VqR+CjKH+jhKRVtIYODPgRqNHGrkxQhHKRp0NDSnSJ9wkciNngkmwECi2LjNwG8LMKRRXVSoJ7wjsoBBGbNnDsR1Xpgkcau3LCK0PuFEjz/iIjBEKNLZWpuVxaxB2UbdGzpJNddjPzszsyNW7RhvNbh/8wcpgI+HZwdVJoJmcdt2HivMso4Ku8k2oux2miZgAZW/8hx+oysJU5IlypB82xIHoUDdbrgdHr0rVNk3c1LKPrtiHosne0u6RyZrq7JF339lt+y52hzOwd9XP7n3jVX2gvQ6UffZAz4iYgzGSc0+hISUyCAxirEbGwmTlyDsFoYmwlSTNDJDrwCMOHZtUyeV9xiRC7lTmj3hMpOFuRg0EDusS3AFiUHYHFX5z4LjqvTvtQufdTeKes6W+zzmbF+0GAbCceZC/ikV/aC2ZEtFYALQ0buQoRFGztycnT776xebDzar/49XdKnKMbbxsrFHtjHi+OErdXZc/KtTUMgyuZK3gS5Fft0e/aIOq9qr54jx++en5r754+vL5cdOYk1mxFpjl7Hk0bRIRoDD1bD5UcU6mEC6naRp7r9kGrrDoLIYvS3Wd2WzhNU9DziQhBHguWeotO5wVRiXQ1d1hzBxgSqLsDBkAlFnMxxQPxAQDiRCziWA+i4tZzH3fpcxudx9u3B3FKhKH2H4iCp4RYibv+ux99i6xuYg4eVbPmhXF/1BVk6oaDzFnU1qngV/FIKm7uXv2ItQwPaQ4c3UYwwUsbO2imcWwOJotZm1suJCf2WwmjUcpQe5GpcyooCTxJBoUUAVJHCjqTLAzQwiFvyFyAU+BmSxh2okDIhERiu+oOwHmVtIQYKBuzBiL1TmkkDMaU8wRiJ0QGMzi7MSM0EJmJAsKM6dAJA7B4EUDdjg4hAFCC72psGWHHvwcPNb8XP3ldOch/I4teFHT7UHWHjRNeMhVPOmIFjudqR8vE7PXgYHAj5aeqZ+FIJll9wno3F2LaDWx6e4+UriJTxuVb9M76rv3AB0HusvDeann92C+9i96MJg/dKs+8DV2153Zm+Xy057ohofV3bf0PHrVJGSPRO8NZ5r0w9EdrBZVj09sy9j/EvcgTY4zVY/eWamyESLcxGBFwVqSYA15ksisUCAGMMSpsERmkGrKTpAYYoxq2dUsEFOIJWsAi8LN4aquyhQgVBLOC0thG4nIbWDrbHfJRMRdS5lLeuChnB2uFggxiIib+5B+JquF4kWn7mAM4X/jsaRJ/1bmROHRhUCQ5tkXn+tq+wa4+uO3tNwuzC4WsT3iTvvI/sxw12Nlcr/tc0aEhNAu5uF52zwx6tXWIDt/evHN1+dffbp4ft4eN9S2th5cDFR1LEsBdze18mXKuZSJUXix/ZBR7pPm5Fm1Tymlcq5EpHjrGFy1OBE8mEWJSgxHiQdSNgeImUhKrQceqsjkgX7mpIVuE3kIIZsxs5GxuQ27COJU0svG1tt5mM3DdivupopekzCD2bNan/N4fjOpiJg7jITZs3amzKwgdXeQGrkWd6lIHAwOIivmwpG5LoFZBMZQWXPEgVEdFxgUmEljlHnbxhhmx3y8mJ+cHC3mkZlAFqM0TSP04NpTyA8zk7BaFyQWgHamGMUJxQwtQsUpZox3Hn0EeIg85TAASBE0i5GksDYgOIPdhcQGrYL4ACzk7kZOLMzsoyBbhNbiee3CElqWhmRGYSZhrjByKjo3lFRmzkQPJv2Ds/8QjD9tNt/VpozfPJic9+CIuaRh3bu/AMsDuapeoeNQht094s8gY03IRlQYU6vJ3s+Togccq+395bIxE27dSffh7dhVCA0ZvMbBhp+zr6CScupJHN+344c9hcofIvUhfa4/1Ig/atgfcRmo6crUdRrgeF9DWM/L1Mnpkb2+1Y9UVHr/vXtLcjio6ZvJKHe4zx7aL69wgMiamLQxZNIeBHBkRSBBhjA5EwXx4rvLYICIB8a0RAiRCxNC9EZpQ6oGNSTTnMFOThzgJMSlECSbGTKRCZjAMKaUc2weaq4zPXADRMQ8FCQUkDnMrKT1LIQnMGdCE/hosZjF1Z33DFjKUGPnUvVOijaVGQ5zFyIM1eMw5fHVsfBasW+eXl7Qb76WVtK8Wf3u+/7mdrncbBcWoj5t4yc021rGmpYNGYegoVGEttlGu+03H7IcffbZxZffXH7x2emT09lRAwnr7RamA1k1K5mLfQz8nlZHNZsVoxygsJyRnbNR0rzddMu19X3ThqYphZWFKQy+bjzliywyHzGHQp9LMBWYXdhHSBLiUlBZlDO0JL4cOL+i2WAyh0MZNqalYRGRxjhynIX58RzC2+2WI9yVySMHwxApKy6JOTtgzuYs5E5q6AsiMBFzYHEnH/IxkaIfTpzrIMaRo/CwxYFlQEQQeQSFIDFwjNIEaqLMZs180cYY2wUtZrPF0axtGBj9d5kDNRN0FAeZckaJJQYmoiHorBhjABS6MnhdGlEo7RR/YgoSghQ9rsQgMeRuqI8FMEq2IuJBy+ZcwuzI2ZkwBnkxA8I02K+IiJygILAItxRmkAVkThyZWR00qlzHPkHAJfDgUHU0gW8NPjXO4IHJ9ol1roGFKhvSIZDu4c+EVTVc1xi7J34x8xSOhl00xgDp2Auq85HtPjRqHHZmcAEdNd7TEZtqkJcHw0RjgH2KVxO9qX9TQ48ifj3Rf+Wn+hp8PKpK215ZHX6OntV0a1I+7kD8eH897/UNe2SsnuJ6Veqm9v6t+3A4rv8fY5/mU5ockmY2ghGYSCQ6ZwACAdOQLbEQWnMGzK3UXDBCCdIXEQsCwNWQ1AJLCFAzNnYyJmNCjEHEaXBZVCKFeYC6CRTGJMGylohxd3cMKhE82H4GFTuAIjcRkVsKTKdHi/msaSWwG7LmLmtSjkYO9+KbaqX4V4bS6LRfjnNJvtmGqJoANjgHnj89f9Y0dHp6d/ni7s/frd+9XaX7oDn3sgAcMRgWoTEJOSAn9OClzO7Pj5598uX5J58evXq5OD2JEkwNnZp2TkyOpAq1kjZGs7p7KTSpObsVyp1zNjMj57Tp0rbrus12u17f3W9vbm27PTqat20LpmTq7kyB4SVwodYPM4M5qBkKu8fCTK7u2cmSiDALsxCxgYkym+ZkxWmJmWXQ4BGEBcxgHz1QYhvbuWUzDhLbEJqoKZeQc9PgHXI2B6K5uyvM4NmdIBwEIIaamefMzETi5CbFKBWgXgqBC5MIOBBzMxgCbSgSwYxZE5smtDOJUWZtaKI0rcxmzWw2CyE0TQiR2yDEYAyMuTrYmYp0hSGZppqB3CDkEB4Ij8FqyzaBCmmXyBykiCgQLvt/ID9DdrZyeyEihf93FxBx0cC5F2MjD1l3iJm5KN/g7mMiTRdGmHGz4DiXZgEKzmJFACwRcewlzQBA5kxVwdz6w1jvB6MWc6qnoBPyTEbWn8NxHw3hP4fyRLW+56/h7QTd1VOPoFx9P4Yh72jhJi/oie+vbD8PnSy7a8INPGYcQUm6U89afVNtlq/JwyG1n5RaNZQfNjidz+mbPTSfnq3p0DSGQ0JdPzhZPqZ2uDKhT93wUVadRsQ71vVJm/nQYP062mVS9ijQtBh7U8rMWjysBnOqAWMSHREVURr+cmKwcfFtZQKNOa2ZB9csgG1UNxB0mkMyEJGAhEk4NoEJUOuzE4GYKMbQRApSymsmQnZVz85ORA6wI7vBS8TqYFbyaow8+fip9VnNTJN2Xefu8/n8aL44mqXe1NX61Wa5XM4JCxHYYAwjFvBQZ5wKayuMkfxk46Q9hA2eu8wUmuPFi69+8fzFp92vfn39+s1PP/2w/PDu/ubu4+1diV0PnSfq+zbyYt60J2dPP/nFp68ufvnpycUxBbIE7QxKCMxE215hlnuFWuDBK4+ILFvXdX3fQ83MUt/3m23udbPu1nf3m/vler1MqfOstNWgfHx8PJuPoFx83wlM6Pteiuf15BRETk7zxTyDXMjASMmRkY1DKGJHKc5dtlwoQoBaMYaIiJf8eCQONgM5mhBsLinTZpskYtHMGWTtoMbM6rM8T5pN0ZImt2yaslk2y15kS+MZYAICuZklVXYHUwM4LEoIxLEJITCLQajYNoq+sREOQvNZM5s17YKaGJqGm8Cx4aZppBFmnskMcNUEy8xSHPdTX0La4S4AWGClqDtxTgU3B5GouBLLGHMmxCISY5TAEMLoTTOciCn/E1Oxe5dtXOQnImJQZhCRwV3hxbmYyEGRhEdubGQZiIktCjetNPMwO+JmBnCptMrTwfdRcnM2uBBZ5Yhcg8+EM+4P8s2EDPU3hwhcA8sEOIfYUqPQo4g03T9VcxgRbJixmmuvhbCy7u47qbLdS2pKmjpT057yujF9gRTCPLkF1KSOx/J0YYJsVGSwbrT0aarMsTdfNTmZnqppQE1va3pWN1UPb08ZeKgSrWkYj37ue8tQT0dNrqwqXku7sl29VDnn6de6kwfsw07j9ev2ZmB677iDCcVZVQAjC2HdNNQ1setcls48k9bIioEBRBTECOYAkYoP59g8BBEmdc25L6kDm6YxY1fLauRwsiheslkPuWyJaBZB1LCzqZWyKebkpsgUAixzEIKRl9QnQ7ITZnYqPv7D8WaIew5EsGwpnc4iPT1Pakj8u//xh7cfby4vzy+fXR6fLJpZjG1TItu9GKqYS/9IWDgwc58TEXsuSXlChmYoyELTzD972rw8vfjNp5vlan2/XN/ed5uNW2F9OcTYHM0Xx0ftfC4xqNByuXSnwEJEbq63KaVUKs6Jqqtp7rfb7Wa9Tn22+269Xi+X6xLV32+2fd+rug0Ox9ZwyRJpsZHFaTw9WcxisNRD58zBiyqRMAuNmeVsIt6086LVkUYIiI6cLW1T3vb9Zrtdd/22y5a0xKGAFa4GHQpJsgtAZnAFEQUXNrizJzemIIL5rLGTxXq9TSnPjqLVpZ2dU0qqyiESUd/3fd8XJ/OczR1lU42Y9qB4FAlEYJAECoFFiAUhSAhcChbEwCIUm9C2bSPchoHbFeF2FmOchBDJOSd1hbED6q4q5GZIfWIKMUY4wY1KqZFgSdWyu0/FPIwdLsHdncyJek/RY6AIIhKHGlyNcziaAZDZQvo1hci+dN+CW+1z20QVrEtoLR7K+HKJfmUyVzMiAQUByMASW2oaDkfSNqFtwUHdABty4WQndiqhWA5mAilUzQbt4sSUlvNecq9NGOKDSur/S9i/NVmSJGeC2KeqZn4iMrOqGo0GiNmZwRLL2dkld5dPFKEI+UThT+eQQorsAJgGGgOg0bj0vVHV1XXLjDjupvrxQc3t2HE/2etSkhXh4W5upmb2qeld3G/J+3dcBhDAEWpmzOnsgreM7OgKlDkonmccnrngvSBCEZDdijzwajwT0QYkDiiLXtiiYS+6QBKI83k9X1fVZO7sasZbYoiIIFjm8cwgPmIgDmzgwIFmxnu4RrPj3fnXweTPOP6w2Rn6cY/1Z1ZxOA4cON84nsxDG+8+ZLFnMehjJ5Hz8A9EOPQw1EKtWWWtih62JnUJf41uIKCK2FJtMXjIKgqIk4hwD1EVE9UYC8v2iB8Cpgwow0GYWdGoRSy9sqp4a2x9FrLDqfEJUSlyHwNEpVIjD+HpQmoQySL3sJJpHQLhHm0V/9VPvvvy55f6VM3Ealme6lKfzGx5fjKzjla11Fq1LKr6/PwsImK6LE9lsVJKZrV+sQwChz4tz8XK2+e3f/i9tnrcZFpJLyYCV2/8dssTyUvQt7Zt2/p6ba19+PAhItq6Xq/Xtm6vr+v2em2txUtb13XbtnBPvVsGNmXaE9Usl1lMsSzl+flSilrRscOdoYKiGgJbqnVFDozqDN/W64fX1tp1jdYitvDWfN2itXVbybSAR0R4cEtuVBaaOsOdqmqlQGT1ht2gDEAVZalLUNRery9mtpSqCrMqIu6V7GVllkW3LXUg6HVdI1NajBV429cpUKuhqKqhVquXspQq3euF1WRZlmUppZSLyVjDVrqDHMiITSJUWLSYGT2QQntWSUD6XsJEIZLlJQqkpcQdEekmaGi+ZUa3Ht2jIZW9vOauMUvvu1IWtWomNIgDmUMeQdECjbalWk92c31jkLRSAYkQQK1cbLmUejGr+nQptogVpH1Q0uWP97XLYw/0wg5Led7HhCE9udyMWmR3S7nHt1xL3Q56UCwNfpAs6oAeueN3wPHZleBwvp8Yzx2EpvCDCZbn5wcC5Ooopexynk3gwJiclmemNb4+0eoGv9KzhU/X6N9wcOwrbNeuTuLb0Vr1EIjlkXfA/MOBAw2iHzo2s/T5czNBMbGumQo775WHU3IY+GF049Qg90EwZ3I/nLzRgZmnzq+4ILR4fWrLK/hakB6fJnUxNWweKcxaT51Q0vyD5lt4BDSEKh6ewaTpqltEa5HU87tnbDoUqgqFqFLFanGF+c1PNH2SncgIsl6WJp2cclIEaYWeilOJi6cPUqliRtkaWrS20fEBHyKCdJjWWq0swEjWsCc6KrYfnZqqWi2Xy6U+XbLCHiVgz1Y1w2yHvm63J4H0SD/i1trq7r69f3VGRLQttm3rHuERmYFk27YUDkj2OpJtroTbxiyrhqqo2lJsuWgpuiylXkyL2Z4KFukbIgIVF1SzYgYP9/BtXde2rut2Xb3RnTl0s9KM0rM/k5pSZyBrenq7srFhY0TAlsVEoZLGc5USgrQllKK1GoCGIsKl7Io/1YjM1qckWzNyERFScpjb2nQQX3pwkqqCNDMTFaEoDLTFLk91ERPNOreZkqBcas3cOaraa7XdwsKgEO+5mGFEi0BEmhBNjZTmDkdZarp9C0QhJhGNvsO9BNWkaLEMMWIGIEBECFWrakLbCwLWpVyeqkk61RQjggrSWUVC6WR4OEExs2KlCmwNaqlixcqyXN4+Pb3VsogYpWFPlZTWD9l9Dab9PmPLXbmZ6RmOXd85e791RHnuNpXBaWbonyDr7gR8wLpshrx9tO/ZSQ90QNRx7N57nh0bh/JbTE+2OZLazHxB5IFP3fjW/O/MH0bLZX7owAmG7WQ8czDjjxdnBeL46/iSTDLHmI8DHM+/PuRkZubu85/mbuMe8Q9t6u7XeOAuoz8TgY5S4IHJjWYPniTzpw89xP2KOXSVEKpFqavaJlIz8oTUSyHFkp1kYkogVEqxaO6M2A9d8HQqF7CHltlSwUxaGQBCJevUiVIB7pK+7OmUVBXQrMoMQOKu/z2VdoQIoquFSEl+hYBSpCxWLuX5UsXjlddt9dgAknsB0HblxmtEhKDIrimSoUdHCm1mJqVL6GKqqhU1t2yAYmJWMLsJRUTziKyaHIh4/3IFECBDUoLvNHfJKJNUI/dPKAWWPsRWhKwi7MKWiZll4r3Lk5mJ9vqgxN5VLaWWi0lAxYrtEVHi1219Wa/XrbXmFFFTk/RSJpnuFYuVVNYxNqPAqkioSGtbS+4aaNsmVFQTAVQgMEik3UyZO6JeikJKrWoooqqaqmiVQtIKEbJvZBMRvr10hFKmhcky/DNoZkXTZELCzbRWqyaqloyqFK21FrPdWiNCSICUyCA1yax+lL0mdGttuKQzk8RkzO8mYso9oWqysXSsBMIDJotCTBSSfuuEpCqslFLqpTiCGS1kdXl+E0+1mRpVTYURmf9F06qqYiWFdmqhFEBkWerTZXl6U+uScg+0ICsoSIboDU4TSlJHzMYcbx57DGbf4knbXcPPGTnmvX/GgTNK7De5F9J+ACzoNZuQernxlRm+uNcuGC3McD04wYzJZ5jllLNnJ0JiyANvtbn/98YU8pY2QpDsZzDMGUZ5MsPMfHV0+vDKoZH5xQNDOnT0IQt5+Ce5vw7EmnViscf6nLt0YAxzO4dm5yE/HMthpOPfA08dK2PW44kIPEwsEFdYoT5RxUmsykoiBKUWKQYRmF5KEfWG1d1QqUQghNCu+BVRtV6TWWgtmoupRLSsZWgWCs/ojgjRRBZJUVoYYKQ2OXmGcpzz+uT2QtQMiZ0/lKLaSilvLks8owfP+2sWIwK6xkN6sLxkDDoIik+bjGzaJESaiFBuhy+VDCNtEcDwhwTYRqhBbs7dzSSZJQggI3jyC5HZf3LKpKc2AKRWBWAmafkXRUpmi5W0ZpSqy1LSbxwIURqY+igzK0stEgaUpUbzbW1+Xa/fvbbVSSosLktqHUmBR7C5CIKGgBOxRtbTY0araNU8R0CAbWuvq6OYFNO6SPHMO6Mq6Q8nRRZ5AsI0ZbLO2vswaRqKPSZDIanwdHf3BsA0B16ylGCG5th+1ldhWWpVMTMtkrqXWosirRCuVHqm5nBED3RPhZVYzwHhpFNUtKq6s7vaZ9m63EcqIj35bGOvIEcB3N2bCDSzmwk292ooUtNgY6LejylLeXpjWmtdBHp1Up+oCpJYmlO1pEMOzKwsWhYzQ31OUduWCqCFk1cRMSuY8FFEJLSnqt9FnwMCDEjl7kg97/exfca2mqF/PHAQfXbB9C5zz0N0xX40HDye0xH/vp+/j9sdhCHds3qOj87sIBvOMR1YwOGLcvTVIvrWU2Tcz1l2GVA7s5mZajNFuItKB4IeCDeQfWYn8zRk+wfJbnzuoAF7yKjma/SWu+LyIK8Mbd747ujhEHgH9ceQz+vmPJYDbzuMcfxJduBXAcxaWdbydvNVsRIO1L45EzIEVqwui2MThjCsibctAkVYKJtHFo2SaiKwjlLNJeBeqBDpSa5AVQm6wcTqHa2kVyQUOmkkJRBZJyq6oLIPkKnoMymqWmt9er64U4XMgDbdSNAtK3qKCKiLlGieBgB3cui1hVLNW2Oe1GxXcjq0dN1/V4GQ8AhSGlx2DtTjooShpk7ugUWzKF+684UoVCulJ2BeShGRUrXW9FrLKudSpORKM5NSLCUCkbT7DIjv4ZMKCIUt2vX68u377XWrtlwuF0JtWS6X51qrO9u6taZwp6U3A6GixdjIcI9wpr8JFKU5eeXa3NfNSEKV1Fqsx76IFVmgFIvo2Wuy+lpn+4oMzwQNCIVochowev0imJn1POhaTQDQQ1Qs6xGYpQu11qKqUDGzaqZARFiA7s0DaQ0MIkJUeXdYFhFL3WlAAReYCgiH93VlaoCCiNjSFtTVgtHL6BSjYUE4hICppI0jdKlFDYCVJ0Lq0yerfv36+u1Xr758+vbtuzfSSOrS7QsKVatLXZZluZRSXJbGRpFeDT0ry5KQMiM4AJhoMHYRREQnPZjhbsuPxDNd7pkVUzMSHuBrgP6O1z7+fkDd+YeJbdzErLlZmfRMY1C4R+PBdeZOYmc/M2gPF75z/8fDB7ib2x89nx/rpRZsL7k9/p2ZwcxFcH8dDFYzQQ+UPfx1BuKZXg9nZW4Qk2Rzbhn3EM/pwv00zz/jng+NnznVt5g/cabjeQgHfjO+OCYm/y1FsqhluzxtkPX6UlqYXoG09yirRVECFHESVqQiTR8GGtmjA1OkMBExK0YtUHfdVJu0lnWOIdJTMQYDoWZKOHatrmSyne7FK5qVIjFiRDuOQ0SUeYylVpVqelns7dtLgjWqaFW5ru7ua/NegSc3VT+mRYgoIqaUJwBCWlA0tOsTACV8NWcqbJhT3xeumdARJLtCCpLx8ZAsDZvpJjursNpXsplaERGBspRSTUW5LMuypJ7pTuUoIhmTIuGkmupStBatVqqaEj2wid6u1/X1JdZNQkxUi5SlRkavbi/hGxyttXVd1+vL2jYl3Pc8RnsAbIRrLSYCMKO7FmgL39yBTSOqiCyqQhMNU9VFdnNsb2pP+J8GNhJ0mpqqFoEV0F2UxWTnozQTM63FcoFaqh9RVFFLvVyq1QLTlCt7RtCgN2+rt21TsRmS8sgcGcOU4bLILOkkJUNC9+UkJNVBukeqk6kUg6hoG4mlQkGnQxEFizI8mkY1EdUKQG3Rpcby2dff/PSX//K791H/9LPPytsfRFuNuiyL7NaXPNaQ3Eix1BhmLoNQNaQnWKQ7IkY6TqS7Ng86sRsCpBfZjr+pjpMd4skpFPTAe+b7u3Ky678Hys3W7uHMNkBphsEzSzvA4IxLM0xxkh/GNaw+Mh3HD90YXxn87EAfnHB7+lUwO17n03PS3zOhD2MbzR2eOZB47uj463SEvONth+7ONDpYnlL/nk7S96vh1uyBm86fm9m+3MuqYz5k8kScH8auKv2YBejMhA50Hq2ZGaJBhLW6y7q1BTA0hqAYzGgFpSDVFh7VioRqqQDMioDY3FsrkNC+kDN5sFi4Garrtvm6+dZItogAQxBBmjHLooV3j1S5BcoZjnV+GBBQTIuIo5eQM5Wisiwl0kXJIIvpYst2Wde2vqzb2iJj+gMREQqlkuIKpaFrR5MUMrJ3RCB62Ls3ixKlRc8vnzJHAN02zJTZsqqQqxYApjqMSRk70suIKTOf/27MKMvFgCilLNVEROiDE3TNY65eF0TPblBKqbX2yhQAPZy+vW7XD1clnpaFVqDicIhV1bZur+tLRLhz2zb3zQBP57YAgJseKV1dVJzRmidxAsTmra1SDCpL6uIMVauICLuM3rrrlKiyg60ZglmuuhQ1oQirlb7gc3SCYrqUUooC0AoRSTWkCUspUKiJpPP3zGAa27bF1lIvNzKWRmscwS6AwLbwaM1vmc1kbDJ3h4fvG7SL3hHpT6CiAlpAWgQYFAtkdPDeVEbL2VLLN1f8/Gef/93f/rR+9sf/7f/yvec/+BNrq1rxde2bGqFmvepJNDZPLxiS2COslSIW5pIxQsN1DVQgndkSuGxgdZyS/ee3GOOYewNxmbQ4uLdWDKLN6MHp+Bv7dcC0GTAjYoRgjsb7vDyq2vywGwOXOFVJGDxyhkcAI3/VGSHn78rpsJ797EEACeKqd8mMcdK5HUY1fzJHfuC089zMtJhZbtI0WTp34WPuaP5soy7kPbMcWRziPq/qgZcMImJyMpmfz7xBMsmYY7CHRrIbrafUfKwJPCyjMyVH34JVsIKtytNWy1ctNre325vPbHU2sIQEipWliiGYZYtJhIgEQoMOtHDLHFqBeF31zZOY2rLUZ7nSq4duG67XcC+ttdaELlRncwcFASdFKWxRrCLobTMVofpYKNUyCgLO8EAQpMqiIov5mwVmtZTlcqlvtm3blm3jum2ttdbC3Um01tq6eXoAe0RgV4o2VfXYyAIxQFtErxlhNdPIdd/biJbRK9i1cR1Zbkui1jwRo5RSSncGU1VTRERq2Myk1oqstTylE+7QB1Gt7pkOMVSE9CYEUOvyXFiLLEtZlkXAWK/Rtu3ltYZUg6hGIaq6O1somsDCndG2dV3XBgio7kzVE3ZvBQAOtIi4bt61QJnVdMs8CBS21tpL28KXy3O5LEXpvl3KhVoCrDSIkaSHiJT0QLOAiYmYcFHLmjyqKgpEHtW7j2sBRWQpeqlLRGy+wVQWq7W6e2ybQky1qgawRhMRy1NR89d1FRG14o3eaKomGmipF2JI28LZaq3eIlPnAWQj0pgWTu1eMC08IkRcNkqRcrmUqltrWlWhHg0vvPzBu+BmfEYPYr2w+dcv79+/NLVP//Df/umnP3h63b4JWtm+C0kFDwF4NGFqh7OY71BPebIWkhoqatIhZS8duUdQjq1NjonrQg8kRCBQQLmnn8/D0JlPjE+LSMYJDD1T4vwOFB1XB1rOEDo3NToWaVfLijsTDu8t3x2LH+K53J+PB2yOj44+DBAbP4yvHNjYefipwCycrtH6CFWdbx7g+NDomb/lNaqp4l5wy3dT2BrKrpnWEyLE72n/APTcJdYRXnfm+YfXxwMxpf85f4WT3nPwKpyuM4+ZJ+bwsKSeF6IsKraYor6TcPK6xntVgGHD56RnTkZZqpmheWwNaFqsYLEu70cuaC0qgJjWpZqou1+25m3btq1d1+QHW/eRsjaVurnxxQgBeOpzf2C3A0FJ81KUpqJairZW3Je19RQy0eveaESEZ6YbIm5BzUlY3113At2WK1pUlUMR2i1G6eKWNV8wDt17WG1aQUJEStVxKgeQYs3OkG4rcKR0FBHs7QtQU+FJEaXJUkpRwswuz/XNmzfPz8+1Vnhs7to2ekhdDBATYnfWD0SQyEoKbfPmDFDo0VqIocWu9gzZ9vPQel1T3UcyCKdAYVZki4yvv16vzXlxL5fSLV83ZYxERJiAKh5ZNKyaiLBAior15yAiapHRTSbp+JR5p3uSrlqrFLPS8QHBAOGxiuchgBE5NTGEttjaCADfJ4vMtNNZyPyGUxEeEQj6zv49c9ZK34kKMGuN9+Tg4ULfWllKTpB7kzwhSJCxXq++bqWUt2/fZlak8K7VzGU7bc/zbj2c34/puEgfIZMPj5sAsBdkA27bf0TE45EleEaGE0wlV7szUc+wPrc292f86WOKmcM1xIPR7JAE5CSKyH3BHZmURmcWhYlR4RTPlFcZfx4kGOQYXGFmOaXcONZhYIeOHkgwLz70DMqcqS/3SsbDAB7+dbQ5Rn5G/MG9YrKkPXxFdq3a+JcTc5plnQNLnklx0DTOBHnICMnmUkAUd6ht9Wltm6AVsIIlBXn46EDTKFpgPV453YxUwmMzUTSqGikqRgGLao/RWCKieNNtk9dr8YBHad7YpfX12q7Xa6qab/Pbz3DAHvNGMkjNID7JSBYpRYPMskSroS4aEeXayJLa/9hjRMNvB7HWItmGu6t2vQF7Jn/VktW9mCoa372JB8FDTRDqiRZpY0hS71QB+tppnvpFIJal7nPX8VP3ZFwikoqgbrHIBOFwVau1KkQRCrk8PV2eny6Xi4JtbeFrAUuOr0e/TiDbYXbeR0JFZKED74pP3zVRTGtBYo/AiQADKqKlqBZJJ8Bt2/J4Wy+2+lo6Z8mqbCoEQSsKqBUppSiYnS9mkvTXKWX1zsRM0gE6RLSUzM9E7hWdAbgHohe7ZMS2beF9Lzixta21tufL2XV0EbEXUxAiPHqqhYxIy2QwXQyFCFNvHHQAJoWeWliK1Px0SLTYCqszFu3KDNOQFt42M3t6etp3rprWXmd2YjAPsXja0UfXpxyEyGwG5jiBf6xN6WbUW8adfCvPRimN7XyuV0PYuc4d9M3qnNH4Q43feCWhddZ6yUfO7pj0ezrVItoJKIevDE3VaDYxOVVBh0+cGdKMjflvGYfQgY88FmnA/E5MtpDz/N1P5O2TQ6M1c7Xxw3iS04UdtWdOMFRzh9HOYx7ce7SAE6s49Pnw5Jg27pnBBvXnJ88TeaDV/Ousk537UJQuBheLFZRNl1afbLlGK6AKYcjq2Y1UAFYLJf10VFC0GDZG89hCKZq1I1WH4JKGeVERKyiWp38Et+tqCy1S5lAK1rbRnd0pufc2har82fdjXfo+MwEk82BWBEpgq10fppnymWS6RGsWvqMgc0JLaa1lgy0cQIYxmlXugRRAlqOzliq8CNkzqgG4bq5ZKKiTND16+16LSNEjhHCTzN4soksZFke6M0Scu8kwKwnLqIrklqvPpBStVoyhIsvTcrlczCyiiXshLI38Ak2X8dbP9V1V6BirVwRpjKZgW7vcn0WE4lZTVT1XmhoUkEywlSyDjaFRItjWtulquqSvRBpytNvFbsHRqigqJkCogEXEJTKMRgVFIYIerC8wU2FPjhARsrGfToIiUkQ9hRBARVbvOYNU9WYjQb4eiVT7qAnSgB6ME6G7f1hehnSFd9nbCfeiJgTp4SiimUHMMGMZpCfgAJXGoDcpxaq6O1QgFhFzUpkzMu6/2s4VJFOF3m/zAPRgBZk3MsmBJbtS7gYpA12nIwgOz+SCnLnDDKc8nXdnFMUJx1J3lfaU8dGHx2LsKdpmGWj8O2BwBq6Zq3G3iWBSaJ27NK7BCAf7LDOYjm/v6+bYablPYTB3i/cuBoORju/NQzrM37QU78I555mY+3BA8Hki53ZmOWamyDzA0b3DJ0bSw5m4aWcbYtA89rmfB/aD+zU0zy6A8C0UCHF3MLwoikZdfFuCQAAeYU53eisChSbeiZDqCAKEioVJhjhEKMRbJkxvKhYbhXuBzu7+xl4HrqG16GdDiRauekuEoRPv6eNiRgEqAGkkg6mrKUYoWRQQMxFZ3LPqTxJbbfhHVe31Cbsn0hbdxg7AtKpqQNrmnWKaLd08YrJLRa/CDp0hERFsjuZbJniXzFcHgllrIsJEpEAFQomMsHQ4xfcAhlylkTGHqiqWxZasWrlUM6mm8vz0tCylmiDUiha1IhD3kIx1ZZfVQlLnBpYMCQyI00FJ3Eg/gfT2dffYtYgtywEyRRiFiprCNLZoO2MH6O6vr69FcXn3ZCKiBB0K65Ff6j25GaqJqUZzyYJqYmKofVMwq7AJ0V0Q9z3ez7PSbctFlCaz6MOApFObSHi6I3a5syeVGPoAsnUR1MPv1B0Atnbt6Cxw95rBZrv0hEyBUKqIKEL3lKPpNb5DTZPYwjeSdbFaK0lTI6QxVB5ICQdAyMXedbS8c7zCdIbGUEpP1wTfkgqCwx5/CFaHOwOOzrgRU+TNgJGBkwPQH77OO2If2Vheo50B0Ylvs5jxELhmlBv89fzpmXuNDw1bVxkSyUGp92iGbtfD0Y4/zTeHiX5WQQxxbzx2UEGefz7cOZBmJvH4yoEcZzoerpmPju6N3mJnQqn3GGySp7PJmXSHCZu7F6QikHZmMrgK3M1ey5PAazR4wF2iwQVgejSZGeABgwcRTMdjdwAtvIR50FQggrZliUYAFEZEWzcyo1t0eGHUWpZlaVs4QzjJ+7vi5UZA3pELlKqGPVjPSrWy5LZs6xbaopd4UREJhxUDUjwzM4Oqu4pZKnVFRKWQ4uZ7RWQBKnYBemh0ZKOkNk4kIJ5ZIQQRrqOoKyWCwVCQKUVkBTUC2odmJkA/guS5ngoSPXe1qpkWFVOpZrXaUjInUZigLLYUA8PX8Ig0aneFU9yca1KeSILFnkmx1poo7+4B7qm3NLO1qWogWguPJiimRbQoMueemCmbR2vr63V5XqA93blmpguFmSAyw4wWNUYAWfyCmePAukotMgEGxt5Brz8tYy83B+nCiOiFBJP+ppqVqh1ZtJBTqs3hygQg2VXKr6TgsNM5UmDcpZ8nSd+oAmVECB1KINNbtEIIQjIZs9B9ozc1VFvqpQBholRT7iVcT9B0QLbD3s+bOwTvNYqGaXBSF43nZ2w54/v82MfAZ0aw+f4AovNb40/z14fcOY90iA0HRJoHcmYVmAB2ZnLjzuCOc0qa8fVzg4dRlAHcc7cO83QG1jO2ztf8yujfzCHHYj0M49C/h304zN+ZoONPM8UHFnzs4Xnubxtgl+TmPjzswOjGrKw7DGSsg3mp1fqsCKpwKSpc0EiV8rw+U9erxfsgjSERwlazvuYwlytV1ZUQQzEA3jaKNnSVfSHS+6kr3IVDNaYC0CEsVRlCyvMzGPL+5UOPug+5lYXbleki3T4/TPrFNAQQNIZamFWrSsBCTQ0u6SmblN/M31wW92QWUA2qUKVYoWTXJPNDwioA6fqTpFV6vnGLaNHeIDJ+x0EnHUJRMbkUZBns0AjAmQ5JXaWme6b3pEQES+15p9LqNcnBVNWs7lysFLWylKfn5alWEzBcVMyMRRAaVbixV8RIPWGmAoPJnpB/qm53Qwp3b9Hdr0lu0SZOwB7jRJlMwhrIOpvim7+GP10vZlZQdE/kqqqmKiYmWkQZzVOtqlBIQVUCzJqmmTiDAEbR6CR490NjaFr23UlmR0VTPiQFLdC8RcvaTxiDjd2LZ6AhPYhMslMG5HX4g4LI2r0REenR2o8jKirY02ICaG3VtlR6a60UB6Bgi9i2Dcr6ZqlPF5iSREgRbbjTu0R0x0k+khhm2N1v3iwF8zYfr8wRkwcomDHkjMgzLMi9aDLuP2RUA3YO0D3eismp5zDGM7gdGhx/mruBXZs1NGyHYea2OjQ4ozcmfdj8bhldnNn+eagfI+WBZAPl95m+u5kKlq7Hn9gpp+veu/FOBzjLg4eZO1BztteNd+WegR9emScSk5CYgs54Ue4dWs58aM7xM39C7qW9sRm8Zf1eij5B3KRJwK1s9iSI8moSWw03ZvKPAIaNOtOlFDElV70sYrEJNRWPJhFOtdi7GnQCaQfSIoWyhasITKlkmFm6zqdTasLL3VoxCEWCedIfDgUUIcWzxnEpWqoF6JtLFVVF7KEzpEjPIkkKEJmBB5ClSt/dMBEpZYHaPgUqGYREhoQR4hSJUClKEWxEZuDXTOCvunprzQPiRBrCRETL7swJMNLxmGQ3KSenSTL12YcLtVAWq8WKFquX5en56d2ypEOfqkBJ6aWwpTnR10wq30iGw0y2bUtpIEBvyX70uq6ttc3D3bPUWYiSe5SudmuZVUMxLRYupRQRtibGghLeNvf2+vKSziV7IGkGRY0TOsPp7ohWbam1GrSnVsIttH7g+23LmHrEtm0W4u6ZpzWTMqhqrwge0Vps2xYRRUpaida2jX2azGxs/9RrDXSbBR0A2GXuuAWpUCQBoXt+ki6o+br7Vsre/dau6yvJZVme375J/du2rVWCmtB0t9lHHw7wPW/tvYe9V6nFGQ5TM6wN/Dkg8rzrZ8PEgJH5znwW3/tlIohoo3tzIweRaOiWpqTUd23OGDVD0wxoMmVHjXs3hHEowW4uGmE2Y7wH9oN7eNwR4CT9jK6fpwTTaR37eW0wkmw9p0R2c4uc9JXDDDNP0hCGzsak5KUxuVjMxBrNPhzhfPOs3OPkvDhWBqdLdu8GM9u2TUQytCg3UrKidO/RUxafmSbzghjPjGUxTwaxx23FK0SIbMS1LhF8bUFHpS9NCK5oQLssrLUGmYwcABliFiKBhVtTlQzuXNkqs7aXiqQrdhe3G0OtEn10HqHKUsXM1rVJMVgmye4rzKBCZYSQiiIqhG/tKhFWLECoWvilFq1FTFcJbAjfgFT+0VQrTRiXWlI+cIqqlrqICOAi6WScSh0KIGZtWxtol0WKba8O91TeuUrHFIbCg03oWZ0GUAlzgsqL9XnZvBUzdwfEqonIJiJEufTacSMENNlkNBTVolbVSjEpshQUExZ9LgZfgy1Eg008xGmmr+t12zbvJR5CaSSd7wEI0Zg1TqQR67p6o2QWWIE7N4/NozVHlmBQsapiyASrAKyI+6Zanp40tsCW60rdN48NeDLrWtk8O9RqaSMSxKWaaq1WVDXE06YC9NiXRJyMAUuvw6ZighBQ8NKumVqQpO5+kGbWXjJw1oOIwIpWQtU01s5yZqw0q6RnuHHujet1i4inp6eUVCK8J+uLULNlWUhSiIAFrFZ6lFIMBkMxaItm9iwBIMqKl7V9+6Ksb94916cCVwObbqGqPe3FXikVADjc2+bzq+wxQLu6zMYmFpHepen8OmQ7nI72g13JZEWe0W/gW611AObMDyIiNQQD7kYLA7IGTg7kmcF2tg7MTAUTzzszD947W42/jkHlGjsA8gFXB7s6wP6M9vnDLTQJ95h+IOjoa54sZnY6BHZMTBUTD8ibMznwEbaBiRnMvTrMzaC1TCrLuQPjrzzx20HQuQ8HCs7EPfRT7rWIMzvkfZKMwxjnnhw40GH4/ZnMd2PFuXzwleIVzUTEN0RWfIJTSduNyAGhSSYRg4ikhCKQkJ5pmSp677KSmTeDdAYFYlqq3XyflJn5DbnZMpabpAZCRWlFGEWLuUKh4pr5qkk3AYqYqxhIeoSpAKha0RNPwkAEGQ7pmcoQTgiERCgEYrUWeiNDI12oqAwzbbUfvgo1TJsaSVXLbpeqasiq3v2caBCR1iB+K5epqlqKiDhpuNUGFpHyVFXVRKtaKaq1LE/18vQkAqGMuSfo7rJya1u7btv1ul1bW1vbIrZ127abu6AqIKJKSTVgIXtm5tZi3TwloW31YAuVelmMxSMKllREIojuZB4mWKpFiO7O6LfFo6IUUQ6ZZuwFd9ciSN0bJucgwZ4KBxGRCl53364rm7c9vgpAW7d0UtjWiIisbeGgEm3HOEwoJiKAOikU98jDnJOv25quj5fL5bahqGq3skbZ66y7293CJ4m8LpbRoFu7fvjwbWtNkbHGRYSZSR7R54o9Y8Y44Bf3bQBXn0kA4OEQiQk9518PG3mGhQPszAwjyTKWH3cjmdyrRnDPITjxvHHJdM2/4h5CZTL8HNqf25zfxSRpzZ/DhLHzzfGt+YtnrDvczJ/L/NqhB+fXDj2YB4/7UB6cQqUOHx4UmSH+0OnZXjcTa37+rBk70OK8DubhzCQbnYnJa27u59yrw8bGrmqYCTV/aG7nPKlnmoOkGMuTa7luH+jXC9tTpa7bhgCNgKfwULRC00NbVKWk7YYCUcsAbHTeo90PKMMZc3Pvynrmmqu1ts2jIdiUZaho+vYFJBNZomfyhwlq6cp8l1IUiqBUMwSicwFoROkJldXdGT1lXEhoEPDd304UBIV0IUS4LM+NDQgVNY0Cd0SxomIZZ9OPn95TqLlDBCEGoEzqX4Xuc9K0aK2lVC21l3At3cvulvPiUhcRMYiq2lKtan26XJ4v9IA3epABSjh9C24tXrfW2vayba9Xd7bVP7x/eXm59lNeKVaLllKWqsUM5j13hrcW2+brurYWziDY3COQaXua+0Wl1ipBJTKUU4jSfTkY5reVY5p1IkxU1MHoNj5lN+FEaBvLTPr/9whjkuHh7pmfKba2bVtmAxCRzO+5eVcPph8eSagIQGB2UMxtmEo8ZPGd3WchsKOtZlqHVPl21VyatQBAIqOTMrA1Xc+JPUGPcKnWeYa3l/ffvX74QDLnFLvIMqHTHf6mxpX3bmwzah+28O+BxLmFA5TNO31+ZfRtODLM+WIOADteOcDFQ3wfD5/ZJyawmjs5ftbhJ3LPO+eBzBq/j/Utr4Pu50yKvFMejhP3JrXDyGcazdCv90E58+u6X+Otw3fHNatK55F/bAADL8bnHjKY8xfvsP7kejcens2kDw8RhwV3WMeDUHP7h7E8XmoMQrws5KJqXBXxni0W2QAS3ZBjVjUKFLBL9kLBYGh6HKcyr5vBkbk5IT0WX1XzBBoMpwMaEmm8uXpj7AOZQvZUNXGPDRAXYRSzIlBTVUr3n1bNDFkOD6qaqOahE6LhYHi4ACJSVE0lInoWLREBpDNQgo1wEwYpjAI2yWOtS9WeNhoiprJY26K1JsXGjPhe7+eGEcmIVc36f0ydGHcdFDWAUkqtl8w6qqpa1WoWwDMpGqtHk3CiNXpwbdx8u7bWWruu27W5c3tdX767vr6+7oERKuIAGlCgWY5gz7DQU/TnwjAzUXX0kjkgkwVmnqSIIIOiljXSybQMBJuImO1ukdZT4TFTwaRc3tzdbbGsGyQi3o1VBGmBdMNr6xatdR/rre3GG3XriU13la8CmYdDoLfgitne48jK4VDVloY4SmstDWllqTCV6cCW2zlZjCiZdX4tzxkZ7pwBn066qvQiN4jXl/fb9SrCPddJgISAycJEZHK/5p6O4YAAY53MYI0J+oa0NGSXmdfOTZ15z7g/zCf5zNlUfOBkIwHNoZ0zj8Eejjq+fsbYAU3jK7jHxoHhBy3Ouc3x9Zlc45nx0bNtBRP2lo89qlPC7QNNc/IOgnYZdsD766wc2xljahjnYQDoWWwPVz6/k+kxfTnpvg5WzZm+cuL/B3rNr/De0W5WSJ5nV3bD3ZnzH1bY+NyZp45nilhDOIhSRax5uF9fry+fLSoeaGImeeS80g2iS1/Hlhs0KD0DFSCe+xaOiGC6GIkqvIWPou4RLT0CzAxopJMaobLHsWPPKCL7+RElY1NUi6iYZBy7MAjrklVTMdMMqgh6kJktQUgWE9Nipjf1jrqIai9gxIhA2yRVfluvm8ncxqWISLgHm4VIYakqatgzPJJEo/ZIRqXnMQWmyA8ksxSRxGUV0bQPmNZaxXqoo6pa7YkFRLhcykpXVl3p2+ZbixbwcPcsnyoiBlwjRLI09QJAa1HtLnn0xu5bSKCbHMwsfQ7YjbpQhSylXpbM2QxJuDf0T4iIgbNz4lj2QartpwZyd8kDQ7D0tAL9H3cSkIA337atrVtsjbnOgxEgBbgJhZqhwdyNjsnXMyXG6ejGm5m69COpSi7CUoqkC/5AOhWFbOGIXuuBdJG6HwsYbCZVi6Q3QWNYpgIkXt9/8BbVlp4ZMtW3yGPN3fk1uzcY5L7yb356M3zP3EVO0T+j2XnUY78feMYZcGa552MmmcPrD1FL723+YwiYcA87Ds+GkgP+DB4zCw/j/qFLh4mWyXx14BfDS3ce2hhyObQ4njtgKHd+o5OP3aDdfMycPzb3+HSyODqzz1M+v7KPbQB3jJj8w6zMRJzvz4g/v/iQIc+dGRSY/z1wvgMjGRxu/lUenVbmFw9d7X9NyKaHVtjF5Tnotm1L8BlygZhZIDwkNHS7plKbhAZBh4uAWTlYyO7TBe86E1PA3Dd22TGSvQeDIiF9P7SIumeluVFDVQRiMBEq1CBmqhIbhJ4NQaDM7GUjHxmbx166O0Ru+1wZjN2ZF1UsSEpkpIdX1WSTmUzTsta1iKp6xs1EFFkkMZsuGQDJLP3aybtt3l3ACSXCt177utRUB4Hs7CfpuJTdaKRmvfRpKUXNrGpy+y08guLuzYEICTPDApcol/oEAFleScyMElu47AsbENA7f+sFyNOXsJ+faq3L06VcFhRENC22n2KsZ7cTAjDPKNpE+EyWCdDbXAQWgIiVJa0iWZqccyS46vr6mrwnIrBvduee3IUWJCgChVDN2g4CY8f11EdTbAMpkaVrNERki0y7l072FL95Ku2gqZ1xaC42ZA7D3fIko7cUuG+2H1WvL+v1uhW5CMx3ZiYiukcKHHZrruQB0+ftP98c/47D5TiXH6B/xl+5lw/mn1N48r12NXeD0AEwBx4eONnc/swt9N4Z6gA1BxYyA9esOjoQ5IxO8wOj5TOQDqZ1YHWH9svhYwdAnz+//+tAhlJQ0mNYWIpGhPvNAUFVzXos0pBIsHvO6J4s/UzWrMO4q+myFK/uKcdwGK2IZBUZEntiUwGgimHTAyD91M45A8dMi0M3xjrDFDV2fvJwcUojNHOR+Tw1f+UwENzPaHdNTr0JBGqoz1C8bt+Eu64hQbNgESlmamzpSxMCSAuQ3TKjAlJiN0RLqm8yGp+tNUhAzMN7tre9w6GA6R6AeLscRISKgD2KCF2NZlIKNm9t20uF3Wlr84wv6CdxMxDw2CJMbgcXSS9QkilMLGZM1ue7270q1BpZCdl9YSN9nCV0rxwqSP1N3wZqACkIU4VIsKdwVYVUVQNJTT2eailZEtMy0aRkmH0ppRRVUasiYhC/vhoRpAQDdEYYRQzgRZaSuaJbpAOhQ0vcTifiFBGBp0lNi5gWAUQKACuyLEupBYpsUSDS17YAMAEgCpFqlCi16m2NBim3+NA9rjOnYPO1hfc8+XngiAB1e1mZRaEyobpHgO5eTbLOd5aB8Jb8QKHSA3gnaSBww/SskSPp15Cpr/fcS31b5ZpPWXjXzxsIFDVT8ZyczMlrYpo+gLk+lRHRi2hQry8v1+tWnp4A3RVQET09x2MJ5mALGPMyY92MEmf+dMD0sZcPaqvDK+POEEcGVhz2CyYp4WOfm7FedpXVLNsNkJlZ5qFvB/AZPx90SPMY56by5sF4MV4cAzkAoI6sB3PrY/yjabk3e8yQOrtHj9Z1CneatXnzSGLPbD3T/eGEzX14yC1mp0M5SY5j8Lw/AvyehSU7+5kpmNcc7vNw+g+tzWQ58KSH63L81czWrYkGmAoxE1SpT1oFWMPXFltrqbUXFUjtUJtH12Q/CfZqOthPdiQiguG+9cRccKTdOPIoXkbGZc1k9XaftUg6DqY5AZCwsLRyl8KAZxK6TFGHiGBrYWa1VF0sGkaQgYh4aypS5K7OfE+H7Mn+G2Fjl0aQQiGDAbVSqnSvPDhI3Pm5Im7beyl1Y9ZsNap4BEyXZWlgkV4ZWnftEkzT1MPumoxMGmSlL44QhefkpmxBLWpiFllpCXoxb7xer6i9TKyAEaLooW8mEojIjGcqmaA8QMl03aXUWlN5pWLL0+UGHzkDKctmjtHk6yKkR4gK0TfCbf3dlBlVAIipBEGu13a9rq01a50BAxLBdGnbMrN7CKyLKWujiZgJtVtVMpV1+h2weygKAAcFliq1PFCMbcWRFtOje8T03UvL+qGqKuyDikg9S/4qIlnJKTMoANg2f3n/ypBSltFUemhCj/5NY5mNnhw27Lxb5405PzzAYUgwo4X5mXPjZ4Y3fj0o9gfmDA3Q4V1MWHqA0CEwpZiV94cj+AF8YoqWifvY0kMn597OqDjfOVDyDHTz6DBSjh6mZ8br/YVOzDxZcsL31A5zsgbJlArJp9oEB+Sd53j60J1qa8yx7MxsTMM+Pd2HdeQRmmd9DrXZJ3gmh83rZjyZh4ichuGUMjPgWWkwd2mm+HkyztcgyHA4GXx9z8hXpSuvG0lB0ac/uX74+vX1mydZP3nGohCP1+8+1FCoimnmOGPAINaoKoAg8nUvAuTe7GkClIFwgGqiiGjMWqQSDNcQMaUDUClM/wVn5FzrQnMCVYpqSQDytjFCXdS4ruu6rsuy1FqLaGQYo7NdG0hYkVIgSo/GECVABegCdoG3tRYmtVaOFGCIAEyoIo2ugebeWovOF2hm7r6FE9ClGBBbc/cr2QAOTVfPvSqXUuZdJCLMQJsgMgGzUjNQN6uwUQXQAEXKUtu7Z1rx1t4KA2xbuAcpbQu/tmKWOfFahERosuSgr5vASIAR2R9FZgt1CgArGtb9zVSV3tq2lVKKZZEFQrPmBSkuZmICVWdWe9WCcm1b3wICoFdPAwNNCQ0wo2o8A10dL+FK0B0R2H2Ui2q+Bg+mGK3IALASuq9MZNLBjBSWNBhRBNBimThcVbB5RDjD1FC0i+Ilfd4IAUwDIpmtnDBiKbY8LSGR3E1aNFILF102xNPb5rYBKK/KJhoODVQ2cWMU6ij8Olvv5f4kOi7sYH0IzsMpoPLANuZPzBaycfLGxJ9m5oddThpMYiDwDBGHb83MZnxUpxRtIpJm+MHVbtz9kZRzAORsZ1SrScuNTAq6ge2z1erAQTBxqRn8z9JIGdgqk//fGMw+bbfXzsYr9pIfd/xjjGd8/jB/88TPLx7m/gDx+/COq2Ee83h4NCW7w8n8FfLGJ860Gz0cuoLzVM3DBO5Y5qysezjMuSeHUc8fOrA0AK+xylPV8va60q/Xy7U9mxjZqog0mOoOCp5oO7mcimSxa0ako8EoRpLHJQWwtqsQVk0zOo+aRb0OqzYiMuWwWqq7PIL0Rt/YNoRfr1cze6qLirL5Bs/FI8FajWrJLqoZ1aN5kRIR6W7Xs7Rk7QMySFEti7XMcDpR87D63d3SPqS3PgMwUVmWkeAuAYKkM5alkgxG+q2ThCH5jZrAYKXk/st/Q0RCKUqo1MUuhBRtTkFVXSje6O7RmBXz3Fvy3ZRB6cTmoGwboS5hpkKzogIRqmT9GzNLyzzGRt0Roa8ZlVTOwlSLiRlUKGielXLo3SWhY9ANf6e8ebFFZmSYjlagkxEiEyzKtFZlFwimnMLoCCURQWS2dWROQWoX1MRUBEVSkLpbTpP6JFLyUYPCxHRzF6XkYhETo5VLXcyKDqaytlcz2/ZserLn/54RZt7pMp0mExnGkyPi8oBCM9SMX6MnM7zlJh5ch/eeWXh0ySnWR+5NR3nz/My4f1ZcnR87bFvcQ9z8w+AxA7Fn/Jy7N7zM5ncfmp3OQz50tRxany4nb8M4T8bHbn7skx+D7/NM814QmZ88fHQ0qIoImZ8cPHIwYdxSWpkIuvvPyXp2YBWDDR/4zaHbDxnM/OvMs+dpk+k4hkeL9cC91KBawp43+uri0fzqiwdbE0FRz4AK7adUbb4zjGzE9vSpaK1BIUTWBGNjqBZKCBUsEST8crlACoAA5bSlc8lmcmk2961xc/EIj21dy/NzTl/btr64m1+3tZbFxJjMQwtD3L0Wi4i9PIGEQEWhAlMHBZrZhJnnLxBZZDojPIoZJCIyT0xHZxEBGL32AYBSusUxdVYhXWs3KAPZE89J5iKSzC7eI/NNxMS90USkpD5Il8W3aK0RaYWS1hqdrbU8fDdpvrWybXCIh2+NW4PKGqm7Rka3B5lZBqpIay1kPyBPpoKxPMRUa9FMDl0yN08RUwIUeJDC5BNOBSMrK2Wy81zIEWgtA3u2Fh5OddkiYt18a8FWSunp91Qot3qyydskc9FN2wfY6ymMlSwSoLBXuZHcy9qnhZ2RCXR4fzUSkp4hooHIzEVCrVbEhAIpNdcRpDlr+lO+vn794cOHw/YcB+KxxcZfD0Apk8kkIkZY/UGlcdjmh/vjZ53M+POfzqA/9zbuefm88c/I8HsQ44xL4/4IpBmvnK1Kckq9Nvcq3xoppGdcGpqn+a2PEWomyJ3n2zwxB4oP5nFu+nC+OP86c6CZrOfWzuB7o04HwANZ77jazKsOp4+p5Qei9O/ho4cUFGe2gWlVjfuz6D3u3/f8qIE8DBmnhZU/LGnyl2LLJ7Tn8O11u75um/grGBpbJU1CxfP8vn/6qCBWRfhmsts/TVpALFTc9EKESLG6lHrZE2BLkCIk7oRrCTa6ZGrR5kJnFsLBzu37IbFIgM0R9K0hxKiEwltEKKyt27ZtpGhPx6BQUYH3/CX7WgIIsI1EdpQM8N/P+r61mLyZkeE1zQlP3wGoOBiap7wCpNZLzO5SSe25JkXU+u+H5LnKlMqsiLlTjALfet2t2iwzPdfyVBeGe9e5rRsi9Gm5QFsvCCv5/y08QIVQAffEaIDp/FFr4Vh+xazmWDQRfIj7yYEioqvmwAACkv4RZIQ3kul9sF3XrTV6IGR9Xbfrul2v9KaqyyVEtZTSyO5AJkJ0XwPcA9O8yDtbEkFEZtK+iarSCxJ0nwdA9gb3pyLpqSqqVRXMbLqlwKBmy+Vi9QIlccuo/dVXv3398P7WjZ013gS1sVanX+fMMYchDAlmAMsZ9HCvQJth5AwmH0OYWZ8/YwgmPdgY5tDUjXfHcOYZeQj3584cWNGBFAf4OhNqZl24j8R/eB3+NBosuicOQlfnkT2Op565y2Gch8GPgY3785OHfhyohom+4/mB4zp5zZEExkpq+zNHNZqZpeJSJ8dE2RWXqYQ/LIszhyAp0s0n5M1WeaD1YEUHtjGIwCmV6nngv/86PBaZS0DNbKHSbfOyyFvI6wu3ta3rdXuVdQVpEiKiQlUpGUiDHkqaVE13T6VEREADjIAqajUIL5++qcs7XZ7M+mHWIzRzhQGQCAY8tiE9BjMBMpv7tpkoe2FsiCg8QoGgEnBvW2zYUCzNxaBHT3bcDwfBlsJ39LLerskqBCC9tZCJMiIkWua5ltJJvGedSefsTKgMwGqBgGTL6gCJ3uju/KWUuN/DQqimupKQyRbomQaaWcM6kx+RyTNAFYuuysiknwJspiyaxAsHW4PTgEpp7uqNJJqLdQsEd5mV5HK5SDc8gQIx01K0WHd9SIeDXGzew2hvO1FFKFu09LlOQ6NHW7fmrcERLV6+e/nw4cN2falWLpeqhpoonHq+lLQy0wMAwJ0i81l+T1uAWyRS38W5buV2B3KHDDelmVqWZxURMVGF+0aisRkNKlKsVvMUnkRySXz+q39tL2ufsmyedyA+79YDnzjcx6PsJGcWdd6YD5+5W0X3XzwodR7GluJ0rs2bs+TxEIjOiI17o9FDpd/8Od4n3ZmbGganmYyz1nFu7dDOgTsg2c9EjiD7t0UhEMZxGqQXJ47DsA+s+2OfnLnU4RW990Qc9x+dKXoLwzTFSZAa34rdkWM4L0x/TWn3xhJSoTkvwb0b45O5AcmTmDhP3jzM0QgfnbYOT47W5iEcviIimwqcRpr0yr1WFzOjXXy7hl29VLE1vHULYVrrvUXbFFShQUjdMkLUipldX9b337342tbXLSMa7enpB//N83/7/U9sWTxWpMKHJHu4yX5+BZunXSQ86MHW2Jq3VnMgoOjuaJvOWk4Jts2vm1st8hYwy9JF6DEwsnu5MTKNQoi3dm1rX6hARGzelQCSbk6BjCYZbsbc8zRzHEe2CN+qqNYiSJctydRntzlN9400F42NShWhAUr46nnfYFlRFQwCglBVFBUhHZEO06oa9FGpwKwAIYjWBFSYGLMWtUSRKCS5tqw1kDTOJDMRka53GNZ+VatFVbe2Je9Xta7Z0nRuvJl8kotHoGV+C2dIIP3sQ3zj9eX63XffXT+8MJo9TcGVwiJVxaAZHhoqgoxoFqiayNiwOyCkL5x0Ws5LJTdq3ppRNXdATtpY52PzZipykpl4W0zq5VnLoqqXWgF8+ZsvP3zzAezlw1XVIBbq9OEIPoP+wB9MPmwH7DrooA5bdca0w74eQDRLNjfMOtkgDlhxuDlW+AFnMOHhaPaALfNjBwQevx6+e4DxQ5fmlkff5qYeDm1mtJwE0PxEicnxbj+t7txoMs7P/+brgAAUubHBw6jOg5kX3GFU48khip0W6HCwTk6Q/3VDzkwskiI2UjMMunNKvrK3jL0d7sH/OWRO12xOvM3KQ3LzxDPGzeGjeZ7a8ZhMgvZof26EpMEo4dEAGMTAIOghYmJVn00vCz0smUHEdn1x9+avASPc0rUaQPdY1Fovv/3qq1/84l8/fP3y/pv3X3/9QvLt9979yb//8O4H//5//x/+mPEKoJTSAAQ1M5QSIsdjbF7OaAyjSEjai/qaASIgKhCz0LKXQBWRBldqD7IRka7p6+5nZtoar9cXcmiZuG0987p023hPrhK7x9fQ5t9WEXsiGRHRWkREmEiThRp04LuYSlqeVLL22li1KVKXUlSLagFa56yugeQtsofWdmFoAIRKJtUUFDRfE7mKmJMikdklXLTs9HRGSeYR0SJ6blm5dXVsRErnJkTa/qXnbdsPc964tdZaA6UFsrQ4Hb7664ft/bfvr9crgFprrWYlcV+ATKFAAZKZKoKMEGopqgoJCRE3sAeBjcUd6K5ne2K3AiDPFrkDcuWomajmmZagR2CfFiCdKnq9Vy1poWlipdanolqtAPji19+0l+3pTcnF0BWFIgJBWhB/73UA32GGGaQ7b9KxGeftfN7+5/vjxWFYOnCOA36em5qtRONhOXmgnXty3qfjPu8Z1eHhuSf5uU7nXayZdxnvec9DCsxfLyPtHe7lsohg3BoabWVMxuhWQvakDbvJd2MWJxbyQGs3NzV3YGatJIEjsuf9dDx5OE7dY9wwry3tZRUxrYa5n/PNucOje7OYidM1Ro37lX0w9N2IPLlFnO1+88TnlTH6rkbxxkwPrSTZVkkZZXkWMXqEezgu7z4hSXia9VUN1IgoINQCujw9fxe/Wn/29fvm376+fGhv3n/47ov33/zjr774gz/5N5/+4Wfvnqe4H0Ggm0WURNqiAdlTvMg4FnlWbwMQqqpiAonYDOoRonp5fpJiEHE2TnjE2VOLfPX29PSUbUZE5sNPw3USKyE3JETEJ32O7IfxPn3Nex6d5htpEbZUVc2opt7nxFtQCB/VBSgUFklHACmltNZaC9Us8dlj7FuLaJF9U7VU2HkEWpNdukqWoLUUCPMkjpLJ3VoerzKNKMkMJIhMsmckpbWh9MjeOqO1ZrWbb1v4TQQBojUSGTrq7hkKHBEI83QnC2a205f3H7755tsLWEp5utRlKZkNL7kLWzCPsJoLQEHS6d7jSLiLNKkhz+JvJMN9aOGEPSNu7tWey+AOEI57Lae7BSNCqSaZWVdKVXe2Lcx8XVcAv/z5539kl4zT2jea6P7tocbEBIgHFpI3O1Pfd2tes/zBR67Dce+UNG/eAWXzAwftzriJe7gfPZHpGDo/MPrfF8NUsOf8iQFxM7DMaIZ74DrQ6vDFpM+2bdi9xjFh6TzYGcNHT+a+lTzJjq6PrTIP/sAqgH5+2XNa3PIdjFfGPpH7pNQzLeYjwBj8uMndD9JOxXXIm2JxnptJiQzyJvcNR3idImQHQxotjOtjbGOsnjQsjTFOHbvpDURk9J+Tvm60k01lwY+xFNJxSyb+hAMbyzNvpIrAkiXkZKD7dSG8K51EZYOKZmSnANoVJVBHPC0LttYUz3/wyXXBq4Qul/bda8Mbp377/ssf//Ov/49ffHj7p38AYBOSoQiJ7gnt3jQysWPQe/yjS0CyqJz28CDumRKCbB4iAXdSWBYRQWETNPdKRvfyaK3l4s4sA9fr1twzMkihxSTAgAcZ7sDuhQwFcN02MzMtyXMzVwIjpGRyOhMFIQpqr34mEQEVsmdBsM7qevIeoSOipbEQEC0IEqunuHHz8mdsW4iC8GillGKyhVtREWtopkbItm2ZYm7LfqYPJkO0B2lmmfI9tEKpYPp4F13XJhmvvadUKjXz70gEo3lrDWDm6FSt27a15gzxhuhpRaWoAtquVyGU+vJy/e79K6Q+vX1SlVJtWYplxjnCoqv0gIG/JEVMu3xDIoUMSFrXWhoRs6QDhxZLorlUS63p2CNmVpcl91wAapozHqTQVTVPMApYLbaYlVJqRUFoC13e/+4FwHMYzdurvF7stWgDM4+siqT33eFsfvhhBpCclKEBmjnE2IADDwe7wp4Gcw6Bn0H20M6A2TMfOjx/4D0zfsoU99OmI84MbgPBxjM9mHoa/nzqPXd4hsS8xutjsDE5QYyH9Ra/eJfZaPysI+vBTDI8YpIz/M0TMHf3TERM54XDFB7IioltZjqQ+aOcnEAO7eD+ZDH6lrt3VrXFvRvJ/+Z1INPoybAlzMeTWYgZUzuuw3SOH+bnz9+ddcdjOgeV5sbHY3i0bvYOQATp/JTBnZvTtwY6QlVEg35dxdtS9XWNdXMR+dfffPHVV9/4v/3ebSJIZCE4hVIVjOY9oLEFgumTlkfGTiiitWjNJXpSBohQRZXu7vHqjXDIJN12iVwVWUNeplHfh3QkIKbrV6/CQ0RzZ4sI7YeltIVshQRCaTDEpgFamAhghiA0TRN3Um+Eq2ZgRwiRHl2i3GM+2Q9fQz2b/QfZHLLn9skq1AIpVvbp3j0qg314DG6Z8EaIIXpJ0LlJSESYaFkKszhTOqQBuyvALvQEIzZp4g2v12trTbUwIpwtnGRTtvCgwOP1db2+rlrsk+fny5sLQDMRyxTlQLGscpGxzCKgZIUdEKYa82oMpqpNMmkWyHSqRPT4hlQkhlCx52Kbz9TJjaBKaIaskUCI7sbXPTdNoNZyKU9vGPLLn/8SwOt6/eTNGylWSlmWRdP2I1kAIs67ct4ynI6eByA67MrzzXFnSKjj9Vk/dHh4xrEDoB127vmZ/PmMYHKfmH+el9FgHsEHjIyvzAfcmcMduMDMsWZSzD/PIkfeGcqn+cl5dLekOwOm537rvX/3uDPoy3uefGh9/HVeBEORMiaPvDuhzC10rcj9tz42Z5hk29FznWxf48AyM8V5ks4tzx+daT3Yz/yw7vlYD6zuMGHzF89R1jOhBqkHBeauzjR/yMZUFZvDiKEcSz1pSkPeRKSAi8q7p+V3cJF4fsbrFS/XdSmX337+1b/+5svtP/4bAKUsm4c4u+5rYgBZSYaRqQk6zUetszyY+7oBUJFeK1ZMIQwJdw9XaPjdIgxSIrZw1eLM31xxx7DJRNsg4e6Bvdq8xzht2E5DK2gtqNXymK4SdJZiCiMJetYvog7hHrM+hD0EJ+KW7QKR1ea8hadFTSQgpt2Dh6AHlepdMyX9NKqZ8rnPWojQKC4gaaJaJCKdpRkRGt7Ty6iqqCMkuqBGEtjXxq2uWkTE63UjKabeMsObKISAN4IKYl237757/7qtSymX58UuFYAKYZJ1XsUsTES1J2FKQ54ChARoxi4lyB50NdxQb1d04bNjnImG8sB+IkKUN6gKKgllZjMUoaSSr/M5I4pKef/6+qO/+gmAyJKGVqwsl8tFgmLKZGJTKCgmJD2D1YEdztvwY5xgBsxkPyN3yWEzzizh3MJ4YD7RHpbfuTPna7CTw4dwr5SbVbh4pB+Te1Hm8OvDj56f4SPpgidmf1dubnRiEIKT5DGGd5ievGKyncz3D/277efTSMZXZh3g+Hl+5YDC4xO4Xyu8B3qZIHue70NThwU0E2v3lwMerYyHw5npzpMb6OHhuXuHyb7vxl0H5tEd7pPUzNjW3Y4JQJERnXlEFdKXYt///ve+eve8xYdoXi0UsFK39fqbX3/x7XcvALQWaQpKl6ByYXhgz6wszNKlQclCNPs2yBrSZBZZMBijZ65J9UgnbIC7YJRDaAzdWC9GaGTxsZ7BOXwPGeaNNwjDG6MXlSAVoirdoTtCNQKQrYkQKnAAFhDVlm3BBaaSBVMjRmh3GlFuqysP1RE6WRxT5FJVKAShvVpTAHCw3I5fvR03KWIRkZ5tAERYgLbHd6oBjmATMD0+xJQRLVaKdmfork9mZljIRK4AGBKegazRehpxFZVoaKmgC6xr++6blw/v16Us7969WWpp6UWiEgqoQE1MIdhdvclMP9HZHdl7uqdKaY3drWA+gN85mGnPGnzv0Rt9PWX6JYr0kNue1Fg1g39TL2qGWsplAeSb3334yT/8FIDasraob0pZamrFRUQg1P7FmQPN+3reXOOHw97kiaEegGvA1Ghcp4w7M/4+fP3Q7GEj3xFq/2EGw/l+7HnCHrY8vz5j4GjngDlzNgfcw92ZaDJZHA7fGn0bP8/SW5n/cOj3AYLz59mU97GhzvcPAxgQLCfGePjugVLnXh26eniSk0n/wHvmxg/Yfb5mCUZEdhVUDqSb+/aIh3yGIphydXNalPnuTTgdC3dv504FOq/IWT870wdTzpKH6yOGBR3MGkspugTSCU1aa2rlj/93P/j6j77/u823774z8WoMQsR+9rNfffH5V0DHxa56u60qSlrU3RHMxPgJgj0eJbKoGtM90d0NRjLdzzDcZtipAWSWb6YWLALb6umBJiIe7ltLaUNuh5JuGowIIbfm3TNcbt6GJNsWlGZmymImUKkioUGPAIREqgtt3yToqyIZHrLsqWiviOqZn2EHVtWIefHf6ejnycq1ZtZDWUkfCrR+OGVTERBpWXHcpru1RjEtu1icOVYZ7rEXPCFDIjxTfEZjMMQKkzNHBKO9rq219XW7vrwqcLlcLsuSU6GqVtRUKYy+g4yACDMv950lcl9rvseQZYakwykKk2ooXyLJuNMNSGrjCJDRwkxFIF1s7T4ZFIUIVNxakL/9zZc/+i9/97svvskF0KLJ07K8eZt5WkGO2uHc9RC8ZySzXmeGhTMUzCM6w+tYxjhh69i/nM7B8+u4h8fzFj68ciDsaGFG+YfcC/epMgdNxqrDx9U/+wTp/LkZUceHZozKO9mfg0A2D7wcPjkj4wGa5y8dOoFpkQ1aPFyI8yfOD+Pjkz03NXds7tV5FLhfBPPr8wOHiT83+HCGRssH/d7gbYdPjCkXuQscO390HuDDNTFPRF6H892ByAOp8x4JggJxcAuvpp9+9tn3f/AHH7765vX9dxfTWvjSGiC//MVvfvObzwGkAaCXCwPdI1pjC0mJ5LrR3TrDSy0bk12lckxuXNxBOoUbys5oncycpBFpaQY0C6imHgveMu6jRfOIZKm6O3p1caTDb9zGO1OprVcRUQ0NN7NSikgTkYBkyKiK0ENFVCgKOpn+nJGOHiQRCoUKOzjOq8Lq7gKUGsIIhpoiE3ECnBM1JvsZE0cya/Ml6+rsCwhRgWgRAJuTYll8KJl+ot+2NY/dy9zh7m3bvLXYsrqD+dYIVbVo8frh9eV3X7s7oM+XWt4+l6JEV81Kj7MxUaogc7NCb2Xr5n81412AFj6KW6MYtrbT5D4jmWlE7MHConumhmTzI0BoWuyRohFUkO7watDy9Pz2q9+9/8s///H/7z/9xfaKvt7Enj/55N1nn9Z68T3ldqBneT9kDf4YyD7EnDNkjYfn5zkpySNizh33sJ2hUnrYjfnhw1cOD8/YlV8/mPrHMziBxseGPPeEpwP6QwFrbhknNjx/8XCVh319iO/564G9j2cOHxjM9rBLz504T8NDDnEAlMPYPkaI+fXRkwNpfk/LOEl7c8cO0D/+dP603I7qH2V7h56fw9l4yg11WPoPW9PMBLYX9xMRdrN5A2G9Joouy/Lmk3eX52XRZakwjVqkbfHttx9+/a+/TaKJqbj6TsyMbDTsSkVnMO3mQgr81hVAQpAuc6mkIhEtjdRwhkh6bt/WDGAmQhEKwqNFlhP1SIEG6P4E+6hba973/50RuO2nqCzWRnpjmKUFa8nkzAaUTNwj4oRQTDRwM0bmchESET5JnBEBaECi1yLtQBkCBERErXQjkNyOpf2kLAoVib1MKEZGn46VgjTUQVABCFYRiJhHWryyR/TWCRaOzB/qW2MErLbwbVvDUVQ04vWbD199/sX1+rIsy9PbN8/PT7XWXeUphSEiITDL0KSgaAj4KJE8gBBm8ggEM7xGUpYVRLYoglsMu1Ilk/DortURAYJCqu4KBBIZzzTKTImpKkRRVGopT09qb3/+03/6q7/45y9+/f77bz4DAAkp5c2nn7375LNuvNvT7M7ahYdgio+A73hyBocDVM6fmBsfr4yvn/HtAKq4x9IZCuZ9fXjxwGk+hmDc3XEfso2BJKPxA30Ob8ndcfYO8Gec5yRgjV/HAMdbu4L7JILNay52T8QD6zv07OFUjZYf+mbMvX84McNYMn+ak2g1Gj/3Z3SbJ9+5w8LiPXbjxCfmvs0PzyvgTIT5GuXvDvN3/uj8zLnb5x7mY6Na4twySfdtDFBVlYbuOC1CQrRICRKQWmuttZiZmTJqvby2leS337xHujUnDmeqlVxbBvqeFUmoJCgRTPX+PLTukRHh27WURcSCjCYAQkJVHbtnGUlKqpPUtanEPl7RQonWmnczxE30HMTaJTxQhDOFO3Ekc54BBVibqQiz5Iymx1r0Zm1XFp1Xco8EAABNVWSadCE9KY5kTQuAKuqMpA9vpFCAknEtvUQ3yeipBLoKwUHCRhFrsxpszXtVwPTHc09/CAHYGN1hPSjAld68qZbF9OXbD1988dWHb77z1e3d5e2n7968eYay5bRAii21FKbq2FRVMgI0nAw3vwHHWMNTWqAoYrMuC7hb1UnPIIO0GUMik8aCkmXVoXLDn4FCYqa1mJayXJany69+87u//buf//Sfv3jz9IcZF2uGy6UuT0/L04XkcF8Ebu2MbZsgNu9BnCD1gE4z7Dy8OTo8SjakS/SB1c0AMnQVs1vE3ObozEHrPp4ZcHpofHY2O3RvfOjw60MwfAh6s/8C7vEqC52MX4d3w9yBA4YDKHMG00GF4Y41aHrox4yk8+xiQmTfFdJj1g8jnBnyrDsaTfuYG1PuNUhmcs+/Yjck6BRtOgfVPpzmGbLn9jHFhI4+H7ww5hGNZucUpbOuWSYVMD7CL3HPhnGPffMz3OsbpQNVt3zsdB79zDVBMoGUFO+pwQiPNdzci5qYfoi1vFmeL0+/tbrUa5H1ukFQF11++/nnAMQJbqKtlHLdWnAV6d6wUEUxAq25ZihIAKLNO8eNzIMcWNemrlkSICJgFEkzuqih7Vk3yCwt0z8A0tnHTxMR0+jp69x9XdfkTGrKnnBZnCk6EEBOW4QrRClE0AUONlHVENt8ZaPUkiuH7rE6iwWpxaRYgNwLuBUlGeu6pl9dJsJV026dz2gVMM/4QVGDhqbCkGQ4RISAq4sJBBsowQgiWEpl7bWo6RruEvtabZspVCspLejuWVEjPJxZOWF93VY2mhRSdfPabH3dvvvu5evfff3h9cVMn96+ffdHn5aiLIWMiE1UTVUkmmeUlTKEIiKWqlMgqArZnd/3nVMgnk72IiA335h1RVWhQERy7mSxwihmS60AwDBVZwRdi1ryzqAaVDuELUsVRC0X1eJsWpRFoiwfwn74X/7xr3/0Y3EXbU0I4K3hzaeffPr972UmC2cUUwoUJknrSR007y+ZvIEGms3gO1Bi3vhjbw6cyRZGcGGO+mAImbF4RqSDxV7m49TkxzGYzejDYAAH8Wve+4emBgVm7D0A+NznmCpKJMJwr392lkMG7g0gioht24b0meHPmHXOYBnfE5GP9WP+zMMZmp8f0zPun6dz/PXww8DW+fhEEn7zVohbdtQ7QMf9YWG0NtqfMX3ciT2wGffXmUXpMfSVh4GMpTyvhgNB9ocfnEceXuPr80Icy2hQI+7Ddccro9s88TmkqYLgvmIyXFFMtRhVWgtVALa+vwLYWkAlsxhTUOolS8cg1pkaISnFUIGe/RjMYzzRozfSBICx9yipQEpOGf1+1z1G97iFZmWI1EqJQDXj+AkAmjJTjtxT3Ye7ufatre4SNFEzQyFdoWF2RVNtW1mWkrV/tK2ANQWgzbQY9mTYAiB6QD27k9Yu5oiJiO25fwiQuceEAXYQzG4KAIMJJBSWrwbcPUTc0/1bzCjpHdciZSu6UNBSLPGexaD1mtpt25zNEdbcY1vj6u/fv3z79XcvLy/uvizL20/ePL99K7UUE1UhFajzxu/k6slFGWTRXuttLFQRSac7bz5woAdjhRChaeu6V+YcDltkJvbW8W4ualWl9B10WS6v61af1GrZmj8vT8vl3Q9/9Pc//Jv/+rsvv6pRAWltA1Aul0+/9we11lzQffETknamaQPKR5KPDGw5w5RMRzqZTq5Diop7R6o5afoBBseWHAQZG3wGjbiPNJ/Zw+BbM3uY+3+AjvlOihkDNmegmDFqwPXZTnZA0fm7h/EeGsTp6n+C3MX9jHf0PnODnCSGE57ekWn+0gHZDx09XIPBSDJwkYH3ce/dOLeGaRbP9JqpOT5x6Plh2Z07OaB8ptXDdz+m7T0P9kyrQ+fntY5dfzU4nOxCDz6yMn7/R0spgCCYXk0EoEIR0kspZalsLhQTefn2FcCXX333B3+gDjc1qhDS2DL8hKoZswIBggEiIi3P0uNyhLp/WpJo2ee+wOjR9o2XPEZ7bpcIENKTO2SCn5zRgA7PQwDedXEKgWYmD942LYKxxbZu67oiaGalaJZhjWhay+VyMWlQdcJTIU3r5ek2GkpWdSAp1uNpqRn/VAA0QsP35ZFRKprWqe79uEsPnso5aM91CtGiUFEyGiJi26Jb60QICWdzj9YQcHoWVUvG4+7w2BwR0VpbX9b22rhu2+v28v51+7C+vLxcr1cp9ubd27efvFmel1ILqo5zh2JykzFKVtHrxjwH4CrpYpCkNIiKgr3Mne1p44k9v1uv79PFYt2BtZQSe7x2fs7MejKhLJRsWU8boKiqmG6NZVm0IIzLm7elvPnpzz7/m7/56c9//fkafF5qUUt9ptVSnp7rU4UOR8Hu7jFyQZ13wcd26AGUx14bODarGcYzvEu58jja77DTD1z/oVLr3M/x+qHZG3Let5xX4vlIkHMQ5n5Pr85fHD2c8XbmNzNKzyLg3Ofxa5nxdO7KIQf4w1HNlDrrOjHx5wOlDhN8oLjtWvu5rdG9QzfOYZvnCTvMxMhGOgSIgwh8burQvkwS9JlXHYZ5eH3f23dO4Q+fxCOyHzjQeOzADudezbtoIDJTuyW90Fk+1sLD3UQvtSiaC0m+vgLAb7/8+o//6E+ifYvmqqAToKoNr+hQkR5xm+kmHR7N3VsDFYW2+z9EhCipkg64fVDel0oil5hmUpvmTSxERGDsNnkDQA0RwhSkiBl1nC8YAQYm5Mnyz5E11q5rRKji+fL0/OZSol4cFGsBXzcW1aVaLTCBGOABVkEI2EjBRUzNorNOKj2tRUEqVSDiIlryEEKSCu5RVyFI2VEEafUIoaNXwXGyuQu1tdu+c/doLdLV2721rbUWGdvkILFuzbe2vm7XD6/bh3V72a4f1tcP13V9JWm1PD8/f/LZu6d3z7YYBa7wdE5E+tDva0w50mnHjicSWTe2W+WSmwCQCEifoN3UoNDOS7ArDCGi9wH5YwWKiIk2OlJTCyTf7kwDcFDZknlJqYHLj//uH37y419++91LwRKNZBakh5VSL0u9lBAwXIg9I/Edhj6EiBn0Dt07PzOfLB9yBU6yywB6mZjTww7kD5ntBSf35cHMZsSfsXT++sOW5w4PPnHbd/dVrHDPnA4dPoD5jN5nAJzHcnh9tFxw37O5rYcj+djwhqdWPpOFg+LENoDu0yI9fjGPgvs45zo8KXDsOenGMB4eLh6O7fyMnLj9w0k6tHOgz+E6zOhodm5Zp0i0/a0MSYks+nD49LhznppB54NKTXb57Dzqc5t7fyTzu/Q6YDlxQTCeilUTttiAD2sD8Iuff/F/+LM/Ntjr9l5cEGIK39YMG8y9FSkAEarqmyMjUNwzpQpVMzFduPeTaSccovs97QtGurCblV3ydYFAVWC+17sTKyYREQoTLRHRMgaW4WAmJQVhMFV1bWJWawWwrq/e/HW9Oltda7zxoplJTcWRyQyu3m5FpgtKgBCKrNtmEVRJ60J2Jv0cevFyFWUYDFQyti0ykgnIFtBTRohFZGmebjVCczTP7AEZQyqEu9MZEb5ua/pUb+Eusbk3hnvb4vry8vLycn1Ztw/X7dpiC3dnYX26vP307dt375Y3F72YFKOQuwtMVwiqZJ0CKRC5uZx13/OQa2yaHmu7MjXHMrJPDbXD2MXU7vg34KwvvL5KJwCJjHvaVwIEplANQFWgEaCoiTz/8udf/t3f/vPnv/5dNGoaBS3yg1rL8uZZa5mjwjFpROadeNiq8/3DNjyg1tg7Y79jZzPcbS3zTZlkl7GLzzA9Xpk/cejD/OL4OSanvrwOe39+hTs7HLM284PDnYckOnwFE689EHkm4xmKD1S9VTs94ONZq3MgzWiU9zJXRJhI3OfyObxy6Nbsd3Ae5GEAB/lxPlsdRnimiOxZ8A7Kq8PnHq6Suf0zEWbiDPZwYGDnziD1RY8uTieUmchj8Z0neG78sD3mnucVEfAeXGkiENZan9++eX5arh9eqpVq2ggze/UA8MMf/tOf/ukP/sOffWb2GhtBl5DwFs25+271/mSVSSMBDaUq9to5E2GF0tOVZRrL9BBXEfYcnD0Ype/qLOqmFlAwIsIDsvuJjUWpKiTINGjnwVOTmZWFlCIGXaw+1YimhJowsK3t2/j21cTMrF6W7VIvsSl8raWoiPgWrapYFdMQRimqGpLpYYzHBcCQjSXSchO+L04Zeirkbd9aRCSzkRYR4dvmlNbatrWI8MZt22ILRoDawrfN1+vWVm7Xtl4337a2+vV6zcpGESGqy2V5qs/ypM/v3r795E25LFBSYos2FpUSGHOhAuuudCQzWYCqUkQls8MmecWZmWxSkXh3KATg2I/SJAUmOhuoc+wQGRUQkiYqIsosbksVLaamLEqF1bq8eavLmy+/Xv/Tf/qLH//4F23Ti5WqtYSYYHk2fA2rZrXv4DMOYIKveSvNv86bfbDM8dh858CBOKXgPG/2M44fUGW++bHqq4exzD8fWh5jnFnL+OtMmflFnVyrxl8PngXzX2cbMybAPA9/Zkvz0Ob7d64H52k4QCo+Ar4Hwo2pOvRsXhDzVw5rAo/maTRyMM0dOOJYK0NSnkc7uqR7nDzvU4WeBzXXSJ97Ox9wdHKCPJP7MPCZLF0Lf/dUhzDgOHP38H3keYMshyEfWPvcgYggoNKrlF0ul08//fTrT9+s61qJy1LWLUJNXAH8/Y9//b/++d/+6b/7v9b6Lrht19eIhjxPebi78FYLnaSUbuTM0pVJPprCQ8XSv017Uv2QUerHVERalkMjSWjmFhNBenyr0slxeL8tgICEKhQlwIIIMQ5nMyoFsqg2c3cwShaRMQNtXdf19eXD+2tEFC1Lfaq1Pr+5sBTWIqZQkar16TlDMqP01RWlOxdleW8z40i0KoXdHag7RMXe4d0FKJXA0lpb15VOeGzb9uG1bdu2be5Zt++6bpvTY1t7vbVMnONrBuFStZC0qrrU5dku757efvK2PlVUq7Vm+rigZ3m9nHYA2N3W+yJJJUQa6CLVV+lYbiU3V0SQCunS3l5H57DIfQ8SymPE2DJmFqBmtLVAVQk4Q1UhYsWg4nCoSFGr1WqRqgGR5c3X7/Gf/j9/9Rf/5Sev1xCRZ1LFARG1+lQBXN5cyqUAQfqoCnbYy3gEcXyUJuC8kc+7eG5nMKoZYThd8515Yx6uw9b+2P2hzjr4WJ1HPV6f+zMjxujMxygwSyAf80SYaTX+eqbhLCfNXS3DFjJ3Yhh+Dvd5XxV0pvtMGpnm6aD0nK8Z92ccPxA0dle32dfrgMXzsA8TPwSd+ZlZ7pnpOJNmtDMT7kD9wxwfejLPx3ltHd7i8djS4/CmDlBV3FPnkDfv2hujPqiPcT/xg5lNrwGCtBPUpwsLCq2aIprCzCocX379+ld//eP/+//tf/zBZ89FFNDr5mD3uyOJif1EhIhliLuapRtbY+j+zO5foDEPPH2wTcUl2MMpWzCCCkI1+QmAGPWl+kAio2Gy0KYKu9uKCilhQoLCIqWyttaiuQovpZaqwcvz2yA/beu2Xa/XD9ft2ta1vf/yKzVcLpdSzAW21Kd3b7QUXZbuoIzQKZxerDvBO5g1giOitWDsfqt7YfgMDsVGZ4DSWntZd4tOax4l2U8EwuFri0YA25bh9FtECGGQCoFJLRerpTxXeyq6WH23LG8vWiQT+3lEsAnTNRz00OXmQi0iIejZ0dDlOXT5DJDQvc58D+mdd+iu/g0wCzQAPZW1pPfcbSXs60IFe2LZiMCut0uXS+wFL7RYKcWLPT8/f/3d9Yd//dP/9c//69UtYAJotGJYrJQiy1IAPL25PD8/zzuOI+peb4nUHyLvvD1lumZ4+djOHbg8A/QIhDhjxYGTHWDnLG8drhkn54089vJsJTq0LyJZJvEQHXgwCow2OQWcyL3YdHAImJUrcz/HvpgfmM3P+XAZX5rN77M9/zDIrjBJMR1yAPc+kuElvJ9wD3MwT1j+OoriDNdA7IJhF0rdM0YB+8JKPQbJ1E3Pw0oa54bhZCYZ03Aw6A3gfojX+XN6Ls4EnVF+fvFguyM5/N+5q4mx1z8dktMsMh442U6Am+P84dORQXuPpOaHlM/5LEUiYlNGuCVAPUl91lhf3tjbt7V+XbZty+AKrA2//cL/4j//9P/5//hfru0bxhbBwhIIUooU9zUQqnpdryYqaaleSpBoiH1ojd3JewxnLL9+EmotRDOhf3KVeqss0hSqYAEd3b6YzFN2D1soNcP1oSRgvWKNVpMgPZZlCQGzRI3qUtQZtZRnUXeXBt/85eW6ffXd+vr64eXF319JCsy++GBmLEhOo8V6gqGuy7UYGCEanvPF9KXoNbOZcTD0xobh9pL+Be5OeDD25EPu7t62PWq7e5iLlf5FtUsppVysLLU81/JcS62yqBYTkcaghBLqwqEWMw3mmSbSL027XnQ/npNCUENNuvIwbtWHe4rYXNgkIIxkXchHzCroJB2wNHSZbuHXrV1KdVDKHnQCqBgpAouIUqNYCRikLpc36/pSny6/+3L7yx/9y5//5Y+/+faqqlWV7qyXUGR82TstAMrbxcy0mGqJCCUsfUMAiGA6QM8QlzQeW2/eLzxZNTjJSad9hFHWC7txRXdH7Vzbo4jM/K2H1o0ZFYdvlJzO2fMxfe7tQJiDdkf24kAz0A1OM+OS3NcHmq/Rckba1VpTHFfVEXM6A2D+PMf6nHlKGVLOmYNxmrkxvFs6I2Icd2U6KXRC9zV+lOwOn8A90I9pHuxnPHB3jAKynvxOekkAGI2QFDNMStsx/YP/z5Mtp8pI2GFxEL30sHDJX4cR70CBMc24v2b2I9PxZHw39gie+a+Htc7pOizW/Uh6d16bjZOHP5HsDHp6gCR2U5oqzERXZtrgKrq9+j/83U//p//h3/3xDy5SWC9oa+veaKIOLnu+4YOsrVBVxb12YhCtP6YSIIPdDyK71M/jzLlG+iZkj/P8fD+oefry165xGmlhcoOZQLUk2yh96qsaSaFK4M07396+W6/X1/cfri/r+nq9Xrd1Xfm6JZ28B7MywU5VGTrYDKHSw3lkCyf3RN1gRFZ+o8Ii4BHpmhH9TXpmkWAnjgHcC4GLiJhaNTNLN4paK6qUpZalwhAqAKJ5KrgGXe5AZLfZcFoVEWKW1VeZnihjj1BF1TK3xZiy1prJbWvMKxMBkXGiaiRFpdY6gCDPR2NtBIJiTlXa63X97PtvX9f17afvvv42fvRf/+mvfvgP//rFN4C6E/RLLUoUtVzbqYlJZenYXBBJcgLIZHIzwsQeEDq24RjUvLMOKDluzu2MxTbr3rOpGUzkPl/nYQuMTyQuyT2IDUw/bOcZbM97av55QGgpZXCC0cjMY/YtdQu3xz2wYwoQHDTJx/JojtM12pnvzNhY5q17QMb5ndvsIkO6uuPS4XupdpN74Wue6XkOBo3knr0n+50FlPlQr0DX2HSNFKbM93etzatqkHj20MM9ch2mYe5t9meIPoc5nmd0/q5Mp4zDBJzvy4mFzx04z8U8l7OuYPTtTNj7QR1VhQBT76HFBFJMatFXbV0hQ2+r/vKnv/3J3/3qD7/335VFNrTGZkIRum9mEqLdkI07Sa73dj9vkuz5e+YOqGbW5HRdQKaMHA8Q2I87MoXKjjjWrDgnIlIsF0nqdnKlChB7HjCqwkQUYiIqVop0sV5EVAmhajUUK74s7960dWvXtl3buq7b1rbvXjLVgq++bVs0xkaRyIJGJB2SSYwiS2cr2PPXSERwT8RpLZPXEREg92IEcoNGyQ5pphlFMTHVqrVWMYhZLy9dTWtRxV7bfD8ajjW/V1Lo+27XuelE/H2aPHs0rxgylWPivgXJcESCLzn5fd1eUJNUje7LT1XzpHx7RG9cQZcaRLtGvcjydJEikPr57z7880+++psf/fSXv/xyi2LlKXyjb6UsBqiJkPVS7LIAuLx5HioTVRXV1lqgx+fHnul13nqY0Gx0aSjkZYqrm9Fj/iGvWQkxn0cHJsxY9/GdeIO4+eSajaS2ZkanufNnCJ3RY2ZXhyHgXvk0q8gOnT9gGvYTdsohukeIHnQ58+imtXTHcTE83w7DO6zL+WUBxhaZiTV4xUy+g1LyQIXDt8Z+m2XkmX+cRyL7gHUWvFI6uRdNci06e0jDYYwz4QbbmB9oraX0U0pprc1JiQ5UHkt2HtesWBv958fNXZjEssOqPZxK5j7MT47tcWj20NscMEQoEJVlWerlUmuRRjMtZTq6KNfWvv1O/vzP//bf/vvv/zf/9ikiVAMQLXa9rm+W53VdYUr3/EanZ4iDer/1DvtNVUEIIWSv4Ukmy5F7zippN8pyO+xCn6pCe5aRcRhXYmxHiBSRzGAtEEJ2BZa6MystdNYYpG8kKZAiKlqtlstyyQwPEdv7q7u3tfm6XV+368vaVo+IF76QRKqCyQgoiRBJvwRogbJnBFAH1VxEiihgkUlgVQBcSl/AqkoVVWgxMwsVLWaL1cuimZQz17mImEaajUBh19hkJlBRgd3paXMZ56KbV0VKKjndKYD2t1LcFIhYThdAqHiAxJ6fPPedikhJxUBk9SMRTX3OpCrYl2te7luCh/tWLyUg333gX//XX/ztX//L57/7hriYqm/tzdPFNwGilEWIWvD0tGgxAG/efgIVBCNz1wpC0OOZeFMn4NE1I/KcsOCwj8ZWGr4Vh93Ek3V9vH6A8rGSbxvwXvdz4Cjn1kYjM1aMxx52Y/70AZoeQjEmNczMsQ4PjJpAqQ16SOcDkB6ucr41Pjm/yYnf3gmwJ1ybCXQG3PHrQd/6sS6O6Z8HM3fvMP1zI+MB3avhZk0zkRvcDLTC/eKYnxks5DDM+UPnZTFe5OyUMS27gwL3QLR5jIcp7Kx0P26g87wHKdzZjV/5+oP0ExmrE/vusqVenp/q0wUvW1FUgxp0AwAUbmusIf/yL5//6Ef/9Pz0Z5+8kW1tFZWUdOX1CIVlRGMwT9iyB5Lu5+49edtYxHkVVURIBAnN7KMRlJG7gABGWaCIGKlF+0Tk6V61y0z5yh6LQ6CURQORgU7jzEF4NNGiqvAAQ1Wc9NYs6Q9Z065hIqYQeXp6Gxny2bhdt+v1ul2bNz6ta2vNt823YPNo9NYTU/su9kFvABd7dpmuQ0Ya7zIIR9UAVTOzWrSaqmoxVbVaMk4s8+NlAiIKY/jVIQss9XJ5GTy0G0K6VNRTHvWzx9iGKgIi9P4wqlK8OdFEMrRHMrppJCQ5bMYOowRyyNJnH9K1r8wMPfs6jQjSS1UIxJZ1k7/9m5/91X/52ef/+mWIkhYI5/b27Se+KjwERGxPy5t6KSs3AJd3b/ajDMdek12zPTbXrHMb3R59GAaSeQ/Oz98m7v5wHHvWrvlcOCwaeARHB1QcfcA9aOQ81lpncMMEUzOcnvEWJ0AbIs58fwIQzi2flWkDBmU/843pPj/Mie+OZs+2gFvSnXGrL6BTIoAZOoGeAaXHqN8/eZ6kA7Fwf7o/z8fhxcO7il75OCdq7tUYrYzW7qWo8fBDrD/cjN3pLuXNtMgN0uO0Ag79nO+fh3lePbhff4dJkWkgMzPbm4+HLUxfCUzFqnf6JyJkoiOY2eX5+XK5tNXNWIvuTk0wSBZbu8L++m9+9r3vffp/+h/+5FLEW2utWVmuzUVsa00AMjCyEEaP0xkzIiK7Ku6WaESDwa5KQ/Ne4YXIYjJ9aMlBe1x7jlcH76HYXs6sS8b7MwBgkiFA6Loxki1cJOvxZEadbk/P3ENtDxcNBgNhVAEhiyKQkkytxd4Ukoz0c2vbdY3NvbW2eru21ppC3L35ba4dlHQu36+Q1FmqqppWVYUEUgYqluKL7LIIJFqgMQjqHrYJQAok3XQimD7NuifeJi3BsaiTmWxCdr31Dg3ZkCG4e0MigNItrFAViBCeomPGoN4tQjDCc6AqjE7pFBck25/WreT4iy2UkCK2XKhv/vpHP/vLH/7jr3/zrdkCiPumoku37ApFom1mrIuIRtq66mWRYiKe24u7UmEg46xDO2y3eTsM/jR0FaOdGRzGLpvBejz/cKfP2/m8uw87fYamhwaV0fh8dL6t83sOemj88KEzUIzxnjnZ6FtMPsODtgc+Mhqf3z2PpZj084nsrffMKOwVR+YuDMKDjJPIdpiDMZjD53lf1XyeDNzg6XjkH6/nD5qLZmczh7/eLQukMuROOPgYpT5G8WH7naNW56HNvT3fPyyRnWE8kIrmUWByxxwUGzfnn0l20QDdEWBA/MNZB5D6irlTTphpWZayGE1UWLtGiwCWMEeWeiv/8otv3vzwp0u1//hnf0T31lBMPGJYDZLsncOl/LLXqKm1igj2pLKz1UqpLY2fyJSUHU5mMpLMRC6yz3zeD0DA7s82Bpgprkn0PKQQUxSDKXqAKqBsbQ1VpXq4ikBJgWfuHrKLX3v69taaxJ6KG0hvcaosdSm1LJdMtqMR0bZ0H9LdptAdDQCIcm1htx2wcyCVtIrNdojkgi/bddpHiRGmIh570QUFpHszWy3Zq756RbBnJRhoK9MaZhY2HdvWU2DK2bwFq0bKprqX3tiXnIiQ45TQVFUx0q5bV971Kd7PBbmJVUVleXqmla/er7/4x9/8v/6/f/PNV1e1KgK4A4SEiX73zbcWWrWKyfPTcrmYVv3ks3cArNY8Z6RecWg1DpZanHb9AfqHfXdQHvf48FDtJifV+mBaOG38QzcwwcUshYzPzaxoRvMDhI6b2I1YD+Fo/vqMvX1b7cM5cLUzCxmixfhh/sTo0piFAylmWpXx+QNlz6qh/HmkDhwoPJPgbmD53z2Ajmu8Pub+MK/n8cxTnn+1R/h+Xm2zRRF7kEh2Hak52tOVzS2kjiuNPaPDB++Rc58PXT10e9yZl/VhrWDCiHknjL/G5H8yL/3zF3G/buYHVASgIl228xYFkpVAM9mWWtTuJ4jSFPBqpYltW/nbv/9le/2mrf/hP/7ZH0UEtQis+bWaZSFt7lBbSlEKtcddppMM96GNVSFmAhjD3UOwx8ImBt2OXSFQquzB86SM5UvZAxundch+aMJ1W0VEYWqi1fppPNnP5gXQkqUCdtLQAg4PARYtTneQQFxjpPQOMpB1euQa14hoDEGKLAVFtRZADShQqLTWsG0RIYKLiVqv5+PIQnaRVUUQTG/sXYTXxtgzgMuuQ0uDSqYEbcFUeMF3D9ot3DJVq2UaUZCUoGoJtLFbpkW1S44pR+9PjMJvnNIkunuxG24edp+kCW0/0cpelw+ACFTFOTzfsVyeXfD+1f/uJ7/6z3/xk2++2SBq1uhFRA0lwq3qdt20PInYcsHbt8+XpdRq3//+9wGUpQZXnQSdsewfbtgDXh323YyecztDPJo5xIyzBy0WTtfA7nk/DgQYmDOeP2O6TNwi7x90VGmPGaz0MISHnZm5AiYEO0DcPOReu4skOUoczc2Ozs+9lftzeT5WUpMh98f5g3iFKThj9GOOYPKJJ92sZyQ+HvEjp1zlYxpOVo1blYEDLeaOzQsrr7FVRmtDFzwaTDs2VExu8Ulza9nJvohNrRaSLVwh84gG6TpITKvqwDYwrfvDA/P94VgyZj12t8iZc5dSZi41z8hhQeT6HL8K0KJFUmY3iYXg8vzm6dNPX3/31SIsjmKSedBcowWxNgMvy/J+87//2Zff++zr7//R02eXN9dtrVZg5RpRxcxjC1EXekhzEWF4nsMzRGA+QDGnMVdXuqrR3SOtHT2T8p4ZFkBod6wqVaniHmCIqmiIMEJ3irr7lJnJ9oMwGa8rRKSYqkbQzJJvpSaKGwFIsKplUbgAAgzQ3RUSYK/Nyu6ER0AJJTUY2FrboDbkj076lMOITCdkpbh3d+bkHQKMvKtOBBi9cmd4ON1FzFSEGp1KdFKlIUW8IMSKSAhai1sSnZYGeYGkFzXpNxUQUy9GQkQgu+f7WKjRdkakhLuL5t5BwCi7CyIsXyEZtNhoUAbUxKDum6lCCarTRFQ0RFmtqC4r8OWX73/yk1/9/T/+6puv34tUoSxcEO1VIhAVqm4QDbjZ9ixYVKzU+vzm+//mBwBILxRqaS32ekt3uDGD+AypM3SMkJeBe4O5Dpw54w9PRoqh75m/dWDP8/3zn2Yew8lkletfJn3giDGaecmA4gMmnPMsj2dGpaIBaMNxfODJ+MQ8hCEnjR9GC4M480d54spltDukuUG+GU/nORuPzUScp/kwVfP3xq/zSIbok/0+fwL30DwvgoEv2Y0xQ4PrpEg+j2JOPN592PAg6vNABwAylH0n5+yZFT0c7w33J86EEwd6+PpYl/PrQw14OH7OnIx7lorDRHzs54hoe+RvKUWlyaRzMDNRMBzRwvka8esvvv7Zz5bv/cfPRLbr+l7lSaIS0aRFeHhPB2fdQicRwciiQZMpC1Ddk2yOSkgqAgNvEZGD/eQDamipXRF0A7c7qLsod9zVt3is5tGP5YiITPMTEWn+GRQWuUuHlYnxzAARkKk8dAbDu3YuK4gPgWz3l2WpeyNCZuUJkGzaxhEhuQDv9trdtlfV2XNEYhj62EdC3ZXjd4vtsPAAbNs248W8JnN2stTp6AZ3GxUlxeNOaaD1BUkjOAieM54WJ+kMT80sJJ3CWYpaLa/bypCnevnNv379z//8s3/6p1//9nffpjpDQMa259emhBbRhpb5CWstIlJr/eSTTz799FPsLhP7PrI9XUhfM4eR4iMK7fFMfMRTjndr406qGFD7e4g/unTgFoc2Ma2Bw50DDs+Cy8Cucaqen8/Gz5UBDvg2Q/HhW/gIxA2K8ZEycB7a3Nr8QDkg5ox0HyP9gROMTSI76zoXNboD8ZMEMN7C/UI5f+LQnzOBRuMxeWiQHDknHiKv3OW2eWA/HJ9LoSeNt2Noh6/P0zA+dFiUh7V1/tZNK3VSPMrk8j4kvEMLh3fn9TSPdDx526VFy7I4WEpRRVU17SKjqCgzRTJhurr84stvP/tH+f5n3/+jT7BI1lBFa25I685d0aocp0eLiJIBNhLuafHfU6OqiQgjsrwNVHo8y8hct3e6saFBOlyN0anVOzS8refolY3SyG+qkhKGuxBqFSTZw1kiQvVWvFL2czHVRK0LahHdVEMRYKS1Tr0Ygin7sIFxS0uR5qSIkN3oCoycBDL813jo/BRnfaxg0221+cKNd/YpPiWcPaxzHCEjfylxM/mMfS8AlJrZg26rcXejy19H71QVYGOAoaUUW1proh5ENLk8vdmw/PyLr//pn371L//y69999V00LJdKpo9+E1kAl3SDRIhI0SwVKEBI1U+/98m7d2/PKxnd3/Lm6j0D8YzL8/6dkXQ8OZbQ4RWcXKvm/XXeifMn5l6NRuZ9eli381vzlN12xP7ArBSZIWJMxwFnHqrjPjaEQzcO3Zsp83vogNNk9QRucjqe4+N3DoB47ugw+s2KV3nEAx++Pk/qjLkfG8m8vDBprkZnztssRYd0aZutPoclMn937Ni89N5r4Ez9/01CHUY9P/bw18MeOOh2eXdSvnVgHGdwv/QPIxo/i5kW2za/iC1FLwuX14Ie7RskihWqGuoK/er99vc/+/r5zc//L//Tv/vBuxrbupTLunnzZmQIoEb2g390b4Gu8yyAwER2T6pSMbqRvVQBZIstw5wz1J9k4oqqpA0vT77JMDJ0fy8sfkfeSUWpxs7gFWhEpqRDp4lllKhI93xNAVqKgSGkaZeiJBmxFZAKWenBLOWTHtsaoOF4jhYGAkpgL0vT15N3Py65nz4AHd5xq50mIkZpRxarmQpv+Jip9iLZY3mMdXuAHnTklRTrbsteJKuGZxApwAAVBZoUMDk6J92+kjfcnXRkPYc8/wkCFqyff/X+b/7+p7/46W9evnsRlGJCh4qaIJWBCgmhMpQmQoUUQa3ValGzd5++LXU/M6lEuwtUH6M+mzfGUj/svvHujFcyHSsP1soBBQcWcm5w7tV4ckxEXpmYZ25N7udu7sMBkA9jOY9OTl4AA0AOWDe0R3iEP3Nn5lEfcHge+McwP38uMSqPfRyVBu0ecrYzto6J+dhfHzZ4ZhLj13mQhyGNz81/5b2Qi0lGxv2CAPYNFIGELGaxTjFVEWmnVK+9/TH87M9OqzaMLlOmDRktA/yIaD8P/DCRY8gxOfPkw0PHeFBgHoiJ0zo4Gyf7GgXRDa1milp0qQBQTRqQkX0gSSf06v75d9f//Le/KGX5P//3f/y9C6W9eNuU2jyQ2rSxSyEiOokyLcEor1ve29TUqSj2nS/9XK/sbiMAGiMYGc2arIUU3VP7BAJ73hqk49eeE09UQTC6Z51ZNwqyde3EMBOO7ZoZXLTnctbsX0ioKh0e4YxazImQNIQAJdDr/zD3184oU8LqnZ5XFHemeLOwdvNkkL0koIjkgg1Jb7k+b7J7uIl0g1NfBqc1Ni8Gkkg/P0hj1+45QylI5+/xluwe+syY1YLmqQLMSCXsMb57lFfnwZRoFBU4RdWat0t9Ksu7f/nVb//q7/75pz//zfayKaXaIqLe2tPTUxFlcyoyi7UEFeESaqWUsizl8uayvL28++yTuFHvZskQkU7403F5bIFZXz2jh57cKA7/HjRsZ94j0+7+WFOHm9wNNjO+zz9j2tQH7Dq3M8wQB2g94/B8xX2WmY+NYrRzBqihPjkA+IFlHGC/s58pVu+Bn+IBfB+O6uHD836er3wxTsgeeyTt3Jl5MPOo5rmfTVuye4UNA894YNjzx6/ZiIrEiSv0nif3yjvIQHs58ID5lXmMZzYD3JIGzWQ8P3ZufHxxjH3g1CDaTK5DDw+rgR+5YF0oBEfm8oyJTKlDABCuhCBE5DX46y8//L//4h8a43/+sz/8wRtdTMXV2UAiKLsTVGb7koky3u0K5gizNFz3P6rqnmuWCS45EE8buUr3z8q8mfu43N20RK/OKel6dUeN9KYRQJBZ1iQgVBJEr97ciETPHrkp3UYYpJm1reV49Oa6kk4C6a6HXkNJu8UxtlUAUgRw9Aghgnvqmr4aQ7hnaT3Cisx2oHRGEGCYZKaHRz632xo4LadBCmaOHutTKrt1Jx1AepwNublXLVmjJ5hJgjI9xB7wkeY63eEyg45FAZiJyUUlaq0RQDGgvHr99c+/+Ksf/dM///LXr+tW1fLsWxSiVtUkKFIcbqJVRIWQUEhRK1Ujwqo9vbk8v32TFb53zkv0EDHJbHuccHxe8POf5k163nHzLJz3pkwKrhl8Zg7BRxA8Pz+/OO/08afZBeDwwKFLwwZz6Az3k+sBEIYvQ1+o92kOPkaEhyTCCZCxi57zW/MKzPu7ght3VBun7DNpZtPWmEiZeNpBpsM9D39IwfOEjQcOPT6A6fzAQ4rIvZJqdCNJMzvFzTQar/QhT0eSQdzT0fVO7aB7kNAg2sNJPQxzJsiZVuPmAaEOO+2wrM9Ek0lHd5imcV9g4SvhBPshN08opqRAaCravMK2TZbl7effvv/Pf/3Tdl3/5//uT/7k3ZPxKlaJLSIivKckDwlSTbSkBS7NIZpB+N0hZ+42EWRmXB6UDwFEFTeOm4xKvFv407gyk7PLLnuzme46/x5kbK7KrI0GkcYID9IXKyK3gyTHXEunILP+KUOKwdQjsnCvs6moSmE+n/E0yQuoADN7jUhPQa1mwp4e9CECynSAi9kt6qT4yhtjAQzmNFqYF6GkPiubvfnRzE9i0Jx72iQCJHTeLHuv59XV/9ViRQKOLINUqjt++svf/eVf/cMvfv0FtJTl0rbWiQ+YInxDsIgqaUpCMotGaIYJabCJyF7jZx8IxBTkOV9XOqL/voP/GVIO12Frn/fgx16f0X/8dbCTGTdwgrvb0O7t2fMMHgh+QN3DAGdcnfHkYw2eBzKD/PzYwMPfA1nnbuRV5P4a5NY9AutA7oGkh4ZmpcH887wgzvMxf1SnxPujx3rytcf9LsLExueHhxw9ZKDRtzGX86gPNB0t9401LZTDTI9lwemoMiuIH6zXE29+ODdyOqANUh/WzezhI9MRZp77w8+zvm7eEv9/5v4saZYkRxPFPgBq5sM/nCHmyMzKGrK6b90m2RugCDfBDXEX3AH3wEfugHLvZXd1366qrMzKmM/wT+5upgrwAWrqcDU/0S18oonECfvNzXSAAh9UoVAA0BrULmcAAwvVNJUeMkCKGZkx1DSbWQLnec6gHz48/y//+F15mY9/9eZvfvtmVJrNl9WlwBJ8+wd5monONCkwhtjikWVn8UgATJX4TLeCxUMZDv1ng6SrClXFMiMmYY83U/mNCUQF5s5i9ahNKe5icGYkywDAbtUs2RTglNIwDD7KaVyWNTV+AODDzc5yZUlUVAgMM2Yu2SMRwI9+1gg7SaDVK6zAuJ39DkNdx33xwdPFq09VFUakvhiKrOjM1amZjnkib1Pw2nIN2M6TEZk3D5d6jqiGS6gzrToeBLiHvcEIRu4AWMxULdt8s787FfvL9z//p//yrz/+/Miyk0Fejg9CGyMGS55OgzCZDkmEeJ6L7/m16D7e2pSSJNrudzIkDpEEL8HRu+O2DYmCH2lil2Lo/8ac2fHXDoLbOxHcsLpaRQ3u/NxbbG2HJ/HDJuYUHK+xrBDWEt193o9aaHa0ALXPO1yNhV/tXSRde6GBz6cmuLGFyXc8bEHn9kYwpJ7hr7Vj7TXYRs7zuDRNQMEytsZiCpcF3ROpr0toFrt077NLAxRdaiYKB2UQ5ndX14ORQD4wWPQKBx5fk88ubV9Y0LDtHDRkj9LOjpGX9Xb8TWbRDzg2wMI8qOnsNnalFL5sbbuJej2u3s59MaNSRtkdDtPnNwORPX2YmBIA4mEoRtBCNHmgUea5zMZCihFJjN49nv7f//L9u8Phj++Pf/h8d78f9wOXGYqhGEjnHcsssJyhBmEVhlqmbKYJi1MiExFnLdBiRFywHNhHtVtZKZZJGMIAYKxizGYEZTB8uM0UHsbGN9sMSiBVY2ZSakuHGg972ZEiNiKCkgkBQGFVnaaJmYkTQGWJLU8LJTm5kdZ9WyUlnufZBwoAGxsKoCAA2YwYJizGREpWNOfMLEnED7GamQyJ3BGADCwEZNXEA5uFXSgDPI6a2mKIBFBA7A6BsqiZJnfCICRUIFO3WNWkPgpAQFi0tRKI2I89ERGxZRjMpMkLqZoJsSppKcyciFU1W2FJRjaMQqZEKaXdy1T++MPTd9///Kd/+/HduxfNxjBC2WLDyGxpmo4bHplJYCMzkRXMpsqEcRhQdLaZkBKLATIMdzc3iUVtOcZH6ruxi/esywKbKS+hH3Q534PVdK0JRXRZ6jC3UyRXt+ivGrgi7mnIZ2aXtqKW4ZOD09b65bXai2rMTwFeBRaEswcRwyPs4NL+dFXrtBei9ooBxRtBmo5oqi7+WtVPnAXHitf1dY1YA3c3nFhgLtYaB6N92KmldZ9jjZFdIk2711p72r8+leva0674U+zLuu+xv53u7EgROxh7Sku8TAWktbZOdevfuhgOsPBo7HUsKvaXiM7bVJdLya5Ja/pXcWLy5AUAmCmlNEiTsUhkCFEmGoiLu5qBZuMPz9Ppzz9/9/PH91/c/Pu/+ub3X75igs5HGjfGfLACE2JiAYCa24YBtcwFrhvCMfui57hAF52tiRQAc1e38zE6qz70TFyfE7mz9PkiItdyBsx5vhA/JQ+c3fmym9VI2EqM6nZfV+eVzjgHrWmlhTESQJVgWtMkshrpkkXU3+UzBBCJ+slWh5VGljbKYUZCVI9LqYdE8AXZJV+ZmaceWM7TsGsh1IWUh6ILlpzwCQDzTw0Z6pEaTrOqKrMNLESci3qw1zQkEBUzVgzDNis+PD7/+NP7f/nul4fHw9PjYZp9Hejsr2wQj3HBxmCqscg9rJyBkIiNMFtr28UEsfGG6if3odew1rrZZsntT39hbSK7aiyJENGhHAIWrRvTgYMFa02HTl2BCFcE0q7YC74Na5GoBixMW72pUXVdxb0OGC3otrCAvoKc8dd4pWabimRqberevgrHrR0N5SO91lsvXQlxALq64p/RnBUL6aA53ncj2iqKjWnNbvOUONJdy2Ob1wO/5r/183hjLfBPKCd2n5aH3UJ7TR9atuvitx2tOrHpWtIKMq5HBevqTdCGxbd3W38AMKq1xdUIUSqKx5M9Tvnl5WPBZjOMX94PMmK2rKpg2iCRFaNiZqWYCBhiOufqvGRCoOV8DIgyamw6IrDrRQabKSm0OiCgsZ+aOTMTJSKQB4RnB9uII4D5Zk8pF1EkzhyibnPsJzGElhCnz9HSyWQUCiIiSgAgdW5Oen5tCUFdcy7Uwq2qH/ORsgsGjiX7VpbLj5n5wsx9vkvjB6JqpF5ii7bS6p9VVVncLDEzomZ8cwQhnxF45HA1ZKsKSeHZ08swbEFSSIrKx8fDP/3rD//8x3/78FRyLgALJw+jCpthxkZiypyEWKhuwiUmIaaSwURMIEIxFFXNbp5IKZGvKmtHzpO3SKJORiJ8RXGzEKVmLdrd1VWBa7JvAZe7b1ux0QraSlhofjEE8df4TseZazGPJXzqeexU7PJV6KNg9Ot6saZVRw0LkNve7xMu0HLFZnV/roGyNb19a5fzhbiwuKoY2jK2G4buYUe4dUs6WtCyevBPrh7PpEvz95ruHXB3w9yBAlZXG6dY5qdsgBFW0ioS3SWcnUdXg3ueX91q96pIdOQ1P3zil4hqNhQBktR5k2r2wzgOv56wrRgLjGBqppaV3ItMPhb8l+/eJ7Y/fPvm81c3m4FNIVAgqxXPQWNsqloMVgyJlyM9ICLUwytCMHh4McCo+nITkS26Z9UjFvFgnnLONRCCq575s1SSeaUtWFZMjGb1ZJEKqiN+qeB7sRHoj9bo5oa+WiPV+YRfiZYgzkLGDPIke/X7pZHnojzWYotHYNpLe+A3xeLuTlbT1zbBbgxTm0rmxPGQo6oK5ILFkdL1b6V4O89rZgXglARaQJokeUkiMmPOQIHME7378PDf/vhvf/7LT4+HiTC6z0hiYhjUxMDErMZErEqsLImJmEFE4yBH37sxMF+Im5sxKHpkLDHlGnnb8iUme74qvIFuZ6DsXutws62WsBL/qwgQX45P1uja7qP9PwpvB4YdAOISLTuM6j6hYDyML3SItL6PeNJ17VNftQ+7gUh6abmKTYxt6qpZD0/cm0FwB2jZRT9FJrucbnSNbu/oNReGDlg77ok8QQG4bTXBMbNUU4GhnaJvplhcckZHerpcvLf7NR+3lsT3I6lj33Xl9OHve/iGjj4AUvBIZD5ntqYVJq7H+kKQABEZx1HKTEbDKEOOOEuEmrmHiBhUlp0s91o21QzKpgXDu+fD/+ePP314OPz2q89+98Xrz/ayYZrzgT3ukYgQayE/wUiXrFUB3qylpkFbwl/S9jwkl+xUFbywatamtRaS1tzWep7w+9RkEfYiQ6Jz+RzztwIgg9XGLM2z69T2vUFUxUGu4FQ1uX4VZj8J5ExuZyYP3fKW+nITpS1Am9xV9VDPBtVPl4ilvkokotbThcIuU1fgxgLYlaxkVSfUTpkBLJ7HlY1rp1yNsY2bjPT+4/FPf/npu+9/fv/h+fk0k2x8Z49RoCTE7OFfKZFk71diSp4BHQSzRJyIsymspGFIeQbg+aglVcFpsql6zlIYTQURN5pQRwo3xu6MKGto6j65il2x6jh8n0KPDhjbw3ajKz+sdRtiL7p2xufrBvvVrF8RLVtTY6uwui7YacVCa6LFLvuf562qq7Ui8GLsQ6u4Vd9WD7E1rZBm32j7Xb9C+thQutS0XYe7gaTVZmDkgHVdscHnMFpL9K1ujtNxbRTR9Z/dRcE4Zsu8uC32m28Feie0frCvGmdbr899WU0pGhnbc3fl6rYfQaRFAQyjpMwKYWVOUeXXMg0QsJkKUTEyKBuNTCA+WTGzYgWQ58n++YenXx7nj4/TH759/VdfvBJWo1IUakqSRNiyqZlvtvuGjvvpqnuWYGVfvnQs9P8tk0QyD1sGmGVgSXpp1rJxLyqfFzkAgKzFKgVq+F3A6iaKhw4yds8MD7J+XolQo8yFE5STmpmL1YNA7sDPzGxQMqczCE1n+E4Mcd21gbrfd/VSqWdnAQbywqst+zgIxCZ+GNrbABDqXArFyjKpYpG6aVz5/7wz7OxnLNF1pcl1wD51/sllKqWYx08CkwjSRiHv3r/885+++6d/+vPzcRpkTDLOqoosIAKEeUxJQFATYnO/ai1CnBhCYBcWKDNz1lLKdhjNzEoGwOJnhy3nTJ8w10d8wAoE1681y0SEkQ5nOni5CixRhKM84hJzruLPGu5i+WtUWWuRxoexXlwiQMSKiBLrqxXyK1SNINmd14wd7IptDUZnfFtTvGvxGtQ6mrYSoii2T7qNL5xB7QoVOqbh4D7X0b0D5diGriNdyfG1CgfeBToTiFYznU4JrZvadc0/LOZRIa3J+adI6je+amynW2td1/L31E8u2aWE6N1XB2tNc3IqKxGZCIuRcJK5tBOFZuZYV69qtAEVnxJ7e30rSAmcJAnTNJefnufDn39+Pk0PJ/v6Dd/vt1sxLkVAgGnOZibVXRitrvOEgBl0QWSFCV24VDiZXd3E4T5L0eKoXaOee0Wh1OjLBONiZXEphpmZKi0p8My1nO+WLLX4HlI3ZVHPvyZCJL4eFZAHWsgtn8LyAXteHDUQm52j2ybismg3AAYksK/e3FnD7Byq9cwDPr5+UhTnaLlUpzoKM8E5JxCMl6Q853La1rSfACMiX4Yl4lIKjFlARCwDhtGUD1P56eHjP//Ld3/54ZfTZINsAZScBxZTA7MvJInqVpaSCTPIhMSL8haSGhvGQcyM5osg1p4QpOrLpZGqCpzzxUWujsoA7XjZ5WZqB6zxPopnJ/5X4TW+08Qfl7Pzpttikzoc6HCysei6RlziDy4lfQ2ztlKZ3ecdRHwKomMtWMELrl0d+sHP/XRFx8GIbfVha76AsVmd1MVOWrh0uRqyd8vJjhVouboFdXveUZPCYqIN89Xy1wPGcuG5FK+Fvy/qakbFNf81unW1e7ADWyIvWEiLECttFbXGtGjwVgoudcl51byUU+0SS+oXXbZz1o3ENaEahmEWERFWJiERQPxNf6dCYG2rwTQTICRCiUzUM+Qwc/FFiRmTQR7m8o9/+fmHjw9//Xbz97//zbefvdqCS1bAmGgYhpKnM4NWkxiIiNQIJsLaHE+prjjOcgIAzRfZtGaDXhZM5BS4iCq/rHWoWMvjYjBTM+YEFILqomytGIq6O1YLzGC4gAmPoBENtnVRS0zwsAqm6kdVYVCFYdmaatzCzFqK1rQg1GIrMHPOy+6pj6BZMXV5bCoQVMwW/lmi6Fr1XaD6qVrJeZ5nMA3DMNCQVUspwyCu7y06JatxYlUj6h18TtNps9nIMJZSJiVSe3x6/vHHn//4l18+fHyaSgKPUCPoADAjYyNC0OJe0gYYg+u+VOMuwIqaQikNacsJgJoHXydbbAZ+DEtEsEyMVNXs4vxKY4DGBm1ozCzn7CEtosRF4e1AjEIe7gi4Ufbp2hXhqGOPTgBbId19py06cO7w2cIiNTav1bK2PTafCwoa8VcuCquohmDdXv66O7FSJ6aTInUrkjgMkYIR79pqvev8r5Ay0tF3DmvasWCNbSwSvch55dhm4aJlu6Vjo9i8GjplKRxh4C/ahrA4W52noTB3aJ+sTWFt7Nvn7U8HIF/XYBWJrlURG1nLNLVipdlIa+ya2uE28OvxFoCJ5mtbl+zRtC65sA6QcRlg+5Tf2Q3xgNkXyCOTHzoRQ9FiIE8ZZpTFQB6YmOrxESs6IwslILHpbFqIMo/HI80/PD3P35+O+uXr7X6DcWABW4FSBsEUbMy+ZW7MxDNnNS3FIs6SIlt2dHZTW9GqGWH1nCyqAxirgYxLcV5iImSP7+dJFIz86E8dYiWrce0Y9fQN2sj6xpsx6ZKqg2vSIGUDLe4Ajvee6UPSOM8zrBAJL54DpSxyZJRNXZ8DME/65ksVMtCSENWwRJQJaU2sxuOhZRXqGrSuchbtyHU17wn8iIuaacsnq66VmCabnU8JUnJ1ejThZAO0zDrLckKdKc2mabs7ZS2nXDQp5N3D45/+/Jdf3r1/OhbNBSijDDywmahSMUswKETE/bKFCMyzljSIEERUp5m2aco5l+nmZjsrJ8iGWEfJBuGhlBOhbJJsk6gquBINYYoW4aiLdxwD6rdcZU1O29o3zqSjaOec28z7AjecJtcirbW8VjEzJMKCo4PQDsTW+BmrbqDn6WPmedYlYpmFc4GtwJgcKAaK7JaMsf1NTbYcQl6ziBBBNYeoMequ9BQ0boWaGn0Kthy7BpCzb3eiP6YUaRFbUzn+E6eHmvEUl9daOXUg29XIq0yxuET89rwpg3hSrFOBscY4irHYMyuEZq91QCu2/dup3q7XXZujAovXVWK2T+IOR/tJLx0fW41tfabB4ZBWgbHry5es2b0wDMNmsznkbDK0hdPyPvl6hVlgMFYhUzYGt/xmrEZEYpRM3LsrQameB7Vnw7++f36cv/vifvf53far+92bXbrbj+A9A0ZFTcnMSAupMdfooWamfqTFT6lUFzhXA2BiqqlDsinpeSqgBBipKnFdCGpguawXGXcA2KWtkriFQwzjq9VApGSsTAQhhlQbnapSSPahqgwiJrSs2AboBehEnln+dIG6QLQ43EBVmYsg+RGytpi6sN7USHt+z7DETImZDVzcWOqKn9hNcERCpDAQqJAZG7VFFQTEUGTjp6fp4+PL49Px6eX0+PTy8PRcSnHvRTY/kWVmiIesqS7EjMjzf7MQDyOTFgyFh0SWtaAwSymSEstwOs7TfGDRNKbENDpPlay50HIizWPKWTAGNOFqhhasrqsQt5a49rCzwSBMN7sysYSsxSKb/jxukOASKGLVsbRocGtoFpvXwijENXdXiFftQbUjJHZLuk7tXeU9vuZdZWYNQTvAbOFfW2FL+YQu309sRKRsLLFFoW/ki42OJcTPo7BdJb2FeURsfRzO1v+OMyLd2ycd2601RHxIRFrOjv+GCxdtCrObODm6ytNdN6++Fn/VcOCgEerq2ih+3trffvKHGtY6Xo4skKS4cq0ppmqUZNxt38/TfvBl2wzUcAB13QUfKWKG+L6Dz62tnolhA0HIkIiMGAAvgHhUPJzy99PLPz+cvtqNv7kbfvtm9+0X9/e3d2MSFhYrRhlgBQCuVqTgBVRBXM5TMxih0oqWmG/UfKOVFEZs0DBnXLII1QnjErbUlvQ5C0k9VrWds+wwiIU51fPaZIvA54uBOFO4qDdUi1ox1/2uMusLuJjHMNdsDMsQX3DpYkYD3BnBrXC1cQqqi2NVjb7mVWHXs7pkIiCy6m7nAf3EjRKom6CujJWIONHpVIqWzbCB0jTNTMIsP75//v6nn3959/H55Xg85LlkAw08eDhanMHLzWyGGmtXYL4fVferhkE2m3HOB6jNZbLEjIGGQbPlUjbCvBHOgNqQZDPIdjfuNoN7Zch5A7VOqzvjUicgV5kfl+CwxiVcSmI07vGS1nKNaZ2uirgfYeRT8Hu1PZ3grzGkW0t05XTtjH3BJRg2qLdgYVq6fJE4tT2/mJ99AhijHvF30tUx+JU+tG5EQnR1dGU2Cq51VUfNOB4U1kmeoRkr5sC1CUisIha+bhWilmpVM9ElKa/C/dVrzSjrF5owrGdqV4fAUTUSJ9qOO6p2LKiqLZMu+XkQ70gNaXyFXPBTF+NYV9yNQZmZPVKzLed+zH2ehERrWgMmBVkBwO4w4HYPsKL4qZFEaRI+gY5z0fn08vz8/vHpp9P0N1/Z67vdq93WPKqklpRGkSHnCctJSQ39FWGAgELCPtNW1RymV9VwuvRScZ54tpxvi0ojD10DoMXePcu2bwm19Qpzi2pN6bz/1waojUK154A9pA+KMgzGWHbmlgE+d4rOM2X1yBjNhhb5AUATpwvGi0vk5QuXvJrAAmzii5G6G0VEBGFmdd2E6mReg74QaS5jGmaSPBtA4O0029PT43/71+9++vnd82E2IiNh3rCBwAIPqwezRY5s0TgwMyUWhhIboACdpuNmx9vtMA9WTG+2+7ls5nneDoPATDPMBsAj6I0sw5Bk9K3QzBixQgBbzdWu3kfBabLT0bkTyQ6dIsLE51imERE3zsbtX0XaDiFjgd07VE1bF3lkur53oBqtKZ+iCVbY1Vj66ldhm6MVe30ZhHMSSLfUEYAUd79xGUTgKmSvz/F0BLraH79pyEhEVtQ/I6LWMMIyfV4WNM0mG4czLnTifbMBBjG+YuDqnlTyyRLbLbhD2TLpvtjFYW6znjhCEYY6sjR2WdOnEbxbV3Xv+6YAMyGE2myFWPAKaVzoF4O0T5DpKuZMh8i1zEzC43YjQ5IhyaKNiY2oqi1mY+f+JQWaVOyCTz7ZaoYYd3/wfNheYwKNhoySLRfi52wvH6cfyvuf3z99/fnb3375+vPb7c0oiVHKrMdsUgNzEKCao6SZmQ97XaGYLTaryifFFAZXutx21OkiGlUMa+207PjZzMyUlzieSlAtcKsd15RuvnFIRFxUVU3VSjEPvjBIMXgeU2b33vZ9rFp7QUyFt3bavKp7XN2aGXTJymMEUiby+RMx0fKtGYE9NRwRFKREPqvzvX234VgGiJklQXOxUkwpq3IBPHmfpKz88Pjy/U8/f/eXH54O88txAjPJUJdXLiyyUE+tuU40SgIgj6qBajYcWPb77WdfvuINTfO82908Pb3867/+K8t2FLYJ03QSke24kZGHQdJm3O12u93GFsNRRMZOZ0RBjvzfSWsHuN3V8CRaWbrN3VhsV3WD/sZyga8ugGh9rV9YN5hDfGcH5w73/IZr9NgrJsTLBqtPC8wsHAPnhU1QSr+QwhLL7lPUi2QMvQBa0J0OieKfsZVXV5SRLnEYYvvawETqRNg9N1StY1lbfMZiaR3pcak415TtOh9BKnb/6ucRibrGt1bR5WqmKyryZfuz8eWaelH9XF5XFn+t+2tNRiF/M5pz2GV1kUcBj1ZMadhstnsSQWlvVr4EKZsCSgwU3/dWD2/jAY7PI2VL+QSfXBOIVVPRLUoGhFSJT2qHZzw/Hb7/8OMP717+6uvXf/P1qy/ut4zJSva4DwwqWlSNKsXIlDw6tYhY7ZEIMFsmkoWq5xFxE3mdLS5k7g25xgbrmJwAIiH0B93B1Jy/fYMHQBdFyS/VPGthT2K0qLFhcNEjj1jUiFZbDrghEVAjNjNegvkZQKDiGzb1QzZUJQ8m9jh4IAJM1bQ6VSvVnS0yMISZ/XyVMy67sQXFwLlkMzAPgGhhYwINp+P8x3/7y3/745+eng9EZCrMTCKmpiWD3CPGoEKAAYoC4+r2sBhnzIxr/uxKyZTk7ds3//Af/u7L33yRkdXo++9/nPS5/HjUrCCklEBiWuZSTnk+5TnDOI08SCvTlj2eyNi4RG2gF+o1Mq4x8FNigrbKXEQ1Al27Go+t9Udsw1X1E9tM4YpS33WqeZR1hSBoiFZg7GCQ8QsfqyYg6/avvRu69q+VXKOVNfXT2hStWxExL0QuXLryN+tGtH0Vq291xaa0fp6HbbHbMLN5V8N2bjdgi/n+orfdiHZN7Zq9bmGjbBvp9u/avtyRONa+fhMrluoGMlK+ta0b49i7qIGu9i5+6IteM4MqAe4lVo8ZAgBmVSJJKW23W6aCMoOW1rJB1YFEyAgMxmzsiUW7JRYZGHXWVAO4gQikBNOSKnTCiFONcrr/OM8vP3z48HJ8fDn9/uvXX77a7DdbmydmpJp3oZ5aWfpIIC0+H6NqQMslA0hpbMSkpftasx5QjUNj7JHjnMhaY2Yijnugc40JZM3bh6rLnDNnrgh4MTECMJfss6psngaVFCBArs09qdl9zbw1vkdfTRxVVaE0+4ZrJyYC/NQQPPaBiGf5a4SiutNjpMsilkjNsm9cEZjYp0+llJJNZMM8znMhTo8PTz+9+8v7D0/vPnx8fj4R2GVRwKTIpSSQMFTNGFYKMzOhFE8MQSIizLMa1Mj85IDzhWssBZtsKG1pMw4w3my/3u7o3/7TX376818ef34BqFihhN3tfvdqn7bbAppLTkZWsxgC8CS5ZxT6FXmJ0k2rr9pWf/zWVmncYrGXfNLLXQebLeNlHPr4eWxSBApcXt6kZh+iy6n8umR/08sMFrPrJdtKca4B7WqbI0njOx0R2jvJLhVgG4OuvugMtpLMq4u4eu++qrFwF/VBLs5htDbVJ5E/LoE7QEl96K6HF5a95bVfIUR8DeHYMMLqISrFrpzOuBfLjwy0rj2OU+xyNxPvxCDu96xb5QVedXopMS/4JTvSaoZBRO5YqeMwbDc8H2P06+WCey5xPWCkMDJXBkDbQyMDLxspXo2ZGXhmdrdeIzUSJTAwmB5olsTFxvcv8+lff/r5l4+/+ezVF5/d/9XblFKCsIHdz8udX4YkxL79pDADcylaSpnytFAptQB1i6wuxDQC6kIHzbPI6uKwo4mbGVEP1rpXMQBwEhoGEREiYSkedrNo9UdYgjWYBxowQfYnTERGWOSClS74pA2iL5PMKS9csmc88CSthOaCsUiWeoIOIQK5a3U9q2tMTBDPEQ5V9X16hWXVmnBW2DLMiEmISLkIJzN6eZ7+8tN37959+PDhoRiYxu24M7Ocy0nnRMwQqcrtzNq+rnIrZOVtIq4Janv4NjNJlBKzqJGdpsN2s/nt776+T3eap8ePDy8vR07jt19/9fu//93bz+7393c3b2+H7QZEqgWAMZkVxoUVJwpjlMFOOhocrV+wAEFtaKLUt/Z3FTU8aT/F8Y2frxsT2SCW03XKf00p+ZsOgM3PO5bZ/m3WQgqHVeLWUbw6zOnaGZ80OnRV//pFy2o4xXRDn6KFX436LjmyRO+ofStaJ5WfYAK61JDrTmo4F0Zq5Et0IvEcNsGytB77CNZevm/tcuiCBb/Mpmwa9K8nDrHASOirfey+orABEycd0Vro/8bZUMeUa4amS3cUC1uanxIDd1aLS8au2bZcbt1mEitZ2dLtJn94GYENEYCRxRLmYvN8SpQ05zQkMxM1c63DmEuxJX+2G+V8+LKamooIE1IpCp6gBk4g8T1LIMHcU1VZctbnD8dfXvT2p8MPr4fP3tx//sXd7e0wMsP3DAupjZJLskxmYM6kfgzTlLXUY0hQy2QkRInJiMhUPeYaiMz39pOIAYA5Vlb9QNRYruTGbAolFKhv2xhbgZqBwb7wITI/i6clDkTNiTKIlWWPZzE9KSmh2QPRmNnMwEI1FF5Z4nqbksFI4Ub5yt1wZ7nlZOjZF8vYQBmGoqTOfmnSkyAB0Gxa1AjGClVCgkmeSWRg3k2TvXv38P13P/787uPTdDzkwoYtpn0aidMJqmCoFcye2RogqY6PBrOkBJZsVHyyAqJiMFagGCVWZhYDlC/mNWZjSsxMJLevbj775ot/++4HKspCv/n3v/mr//n3+1c7IhrT4BIutBxzQcWzjsM7aV0/j2bqTug6jIog2UF827rrzDBRqLuSaTV9bDhMK2NX1572pNmr4rmc+P5y76mrz4VEQ1cpc6s3UukM7JdBItp9KP+KNsUyfY9tawjP7FM9Pe/9xJGgEBYzUq3bX7n4hOu0rmtZLPOCOUKIxqu7JmbL9C34y6+5pCN3e55S4tCv2AysGChW0RXbzXfin+ui4sNIuta8tlKO3G9Bcjrqrce4Y4i4AO/aEO+72UA3Ogjyacv8VERUzvJDZCmxAklGU2VassOREsSgivOhXfPVDhEt8wBZHOEKrPhCwqCmXj0Dg5L7ZCnZpEVNp+nwqKf3p+H10+mbx5dvXt18cb+93acxEYhMtaBkD3nqGoEoMSsVIS1lIiXmlJLANM/ZUBMHuKZQM9XZrGIjAqur1Vx/i14nqFvWCGTFoxUsbnUM4xBqPE4I/CplXrI7NfLUZuSaUNDa+r4FOCeqrbJzQqD2a1slI/p0tFmIX6UUqiE62W2sZqaaPfunqhpBEhFY/ZgBGzGxDMfj/OH9h48fnz88PD89vsxzUa1uj81ql1LirKpKICaPElRjCC17VGD28AZqMBGGePKmBSqWYAzuoy+onvEeUCfnstmnz758+/f/8HfTcZaBf/e3v7t7fcfJ/TnIp0trNIjjuEbJKBcW5nCdZroqj504d9VF08UahXENr+JPsfA1Eq5r/NSf68b7parUBPZa+7sPI5auVUvrY2x2R+3273pVFDG5D7rT7uOJpIvhMVzEwrLLICi2RNNa3m/zhW54TM/mpth5XeJvunh3PVwzXDecrc1+RtstIWY1jqL96vKwfRtbixVDrLmziT2usbgFtUGXp8O6XkQ+iJ1a1/4rrYot/1RHIqHoUsMZjIlSGtNm1CFNx8mn5ixILMUgYnMpXB3GiGjZ9VEjq94NlRGWhBFkQAtIbGbVhdphF6iuC7akHDAjKOFomGd9P00/HU/ff3j803779Zubr1/fvLnd7bbDfsvjMAyyMZScs+biIWxkTEkSEfkJSC5mClPMNjfnHzNdEN+abTKORVHlOgPjGgTBtalxnWAxueZym5yaCs7Qf8HtRUFGJIpsICMlCDkrLmea4hjVNhBo0TduaVu0O5kjt3H1bw7BwqMNgClVOWcD2HODmxmngZgIaka+8aNGsGEudjrNh5enx8end788PD6+zJMZxLQAlDjBkwoqISmRbdNQSilqRh6kl8jVCQhmBSYs4oK8zFzDLJOJ/CAZE7nnH5iZhTzAH4MgePPV/c391jt+9+o2jaIo1GDn2iK+E8nupzWdO/myT0/dPoW/scar8tg97MSzE8Ou5KsKD59wPfA2tAOLnSYg0saSse9LfsoLEI5Y3Vh6/VrvubM0OO7UdOqta/b53E9n/3F28aVTA1Ai0tInAugXnmpG53Kit98FOS49StdbLwCgFRzisK2RtPUnFujGk2VfeQEFA7jH99aLbiAjBfEJVlhjfWOjpmC877qE33AWKSHyW1daN3LxV1tMZJFZYzlrwes26jop6vpCROx5y4Y0bnZlGABzo2xKpMZZzWGDqGbM9CCfyzmSQq742WPJ8BIFlHyaXkrxjJzVIcptUADAk3eQABiDBvKo1crCUynvsj48vHx/PL5+9/L2Zvdqu3372eZ+SK9327thEBqImcQgVnxRYCgKM0jyCJWEw4sZtdAQkVbOb22aVjmhrT+WPKPeYvVErQyWszWYiKrvMayFi66bvZ6vfZmfmBlgSoCGzRsmGNpLZnVZVJc7vv1mMELNKWpsdLFdUS4d9mixrddhIjIWMyOr542IuJjmrKdpzjOK0ruH54eHh4eHh+NxKllVmSDMgBEL2+Jh70tBM9sOm8JlKrmoFlMsJ8l82eiHnYXZlAGgaLNkqKoZCzGIswLA6XQ6nU5EQrQsy4RUy2YzbPcbAIsGVlWPygAAkJoDApdg0gHF1SvCfSd6HZ5EZRDBZy1Hnaiua/SrE/mIrliJZASfrjGfgqPuVyICzj3qXo71WpiJXkUGfz/mT+r0SqeKsODPmjKtL6lrd/u+eUr0la30bay7VkD98q11r5FyPfztagsmrRuowHKcPlKq6083EtUwGB77h8ISt+jjh7HN66sjYrSbNSq1/bNOc3RvXmXirqLWzUhkrEY3MsG6xjXXXu1sHGW4nYlZxkGGBCY/ybEd03GGCEFNRGCUBjEgz0ygYqQoXINHLqGh2epEloiI1BbwasNdB5cBuKMCzFj9gCoxDKBSigDGXJgfij0+vvzweNgwD/+mr7fjF3e3X9/fvbrd3e2Hm13aEJOedC5u7yZhLfMxT6o6pk074RNt0D6Dx9kkXSmfVT32jB9rPVOeCYB6lDkYLal0hHwmR3mhqvoOJhO4hsPRajvwX5d5wzJXUxgBpYbSruEbFPVojwItroxW9cnMLNKfJVzk9zxlBGBGxc8kkXsbAcRq9Pxy+vGHXz58eHg6aCnFt3VTctM1AGWI1HB/xdOQ+3OoJRYAE3KzwmupNrEqayBJgxcbyKuqyqPAwKoEzjlPUzZbAs0CRDTwkE2tqBGGYTAjKwpIO4yyFskmKdGVYP2vhViOF5z/CWuBt7wDCiLqniAAXSe5USRx7frUc6zsE/8jVweJjSaRCOuqIyzHQiJxuvK7/fJPdaTRZN22FBfFcQw6E3aTW7rU2G1sLgYD1W4WK45NJyK+NFZ0DY1+EP5+C7/fFcgt8DCdy0c43hWZYN2k1oB4YguXuzJrmq75D4v6mee5qzcW2za0r2bhs0sV0jFK61cbeAqmvNjajqrrqw0xgir1HtUgPUQyJEoCrqufccNz3dMuIomIhiRmOhWGkSrV45dQ5qEYDFaMdBkU35bOlhc2xPIPABghaQ1QUJY5QwYZdKrTdhqMACrQCTqpJpXHPH/38st//und7Wb44v7mrz5/8/Xru29ebaHZTEuZLU8gE+LBXUta1Na6pmZP0ObUcH8toOZtNV+4MZF7ji3pCkgGVSUr7g/A5sGH2BYbpPeOUWNBqgHMILLiHoMXHoy+ZKh712pFPR6ALel6FtksBUs2UlMy1WUDaImZvTj1BaZqB7drwiAtUEUxlWE046fnww8/vfvpx18eH19KKXMWYUmyAUxYXFVT9bmv2rKpZ4ZoLpzENZCSKkGLFah61lcid3YYRCbDqRQy+MuL3zyIQVoIg6nbA4yoZo1TVU6JlMwYamV2UjOblZUJJMJUg5e2yRpFKYJDRIAoqvGKwhLFKk5TOq+lzrlpLXe4lOsOIiIOt+Y12QR6pRJ70Zra/RSL6hqw7mZ8syvc//VAun61aRzRhWs0Vl5zjXS9+onfXFzqB+6IQHVC5hWshqp1qQc+P6qh1UpLNWj7Qkdc0BGXGIqgXatdroUldglvy+3gMdCNaxySdt+WPh1rxoHvRiUSp+svFh3QMVD8PDJixz3x6hrfbWbG6qLUxRfWVUSWiu1vg3WVYv4XS5KUmFkSAUiJWQpURSQxiQiJsSobq4JhnuYnEYQ0iWhmDxZKJGxsKKqVFQoMZmz16Eyr0rfSxU/l11MvIpI0F1hBUQIJQ4jBVDJYaObhBHt8Ob1/md5/fPnjbvzrz1/t9uPd7fZmM4zCyZdUGco59rQhFKhlj6grezNz1jcASs5glTIeiBpQMNuZW1QVJK5aaoQgZxLAskcCYiN/h0zRXJDjeKlWr2gzM2JawlWoq+lqyqtnUIjYATyX0mZaDRTMjJZoCB4AVtiPeJEaf/j54y/vPr778PRymObZ8+HxkCqIqCoT+WRPkiggqAYNRhWfxKJmfsQnsRhxKUU9vriQLcMnRIwasoR9psgEEj80JQIggSnnPE/VpCOSrKYr9E0jESDPmcgye4igM/d2IokASlhJdBSByAZrGYw4Rpe+URFM2vvrJ51MdWASdUBs5LolXZuv9uJXruUd616+Cmi/Xk7sftfITqXF164SLb6cYtG4EAbtvqRLv8OG434Nw2DL2VVbNlriiiQ2fb0SXHPM1asb7wvPMUOzL7fS1M55ydZoG7sWfbvj1dZ2a4ZYD4mqtoPHUXd6zLq2UonGgW481ty55rmGnutyomaiy2lad+OfR3+/Wq/58oB8o74VkqrhJY+JiWQYpMAWQ2bbQjeWGl5eiDMi8wGA1liWZnX+cW55YYKawQOj1fBLbGCdzDNME5QMxqbgApZiCstgFiAVtXcvp6fD8aeHw24z3u7S3Zbe3O6/vL+9329HScOYq55Yso4u05jZAZLk7AjTGtxoVakKFNQAB0rnrHBmSlzjmrgOw2JKql2OibAvR9zvhRK4AMiAAc2uoU6JhW1Ue2nqJm1tlH2PEETup1fydDzOh5fTdz/9/PR8fHiaphmmi0SzQSfixARJSTj5uAqS0eyLNFMyr04N7AdNspmJa8qa8TQxaSEA1mKeJuYsguIFMokwmydP8mVSznmaJoKk5LlOSUSmogYjM5+1piTGplCyc2SpjpjdkzXm2uXcse2hxteiZ2kHo11RQA+sdLmbe3XeGQuJ/66DYXdd67Rmp9LW+ilWpP8DQXF+/ddWcnOkXsPL1VY1IGp45Z9UVNHgghWbEtOpNRK0bihqjEl/mYmylnMwk0YyvTDftThpbZyu0qs1MXa+G8s2H1HUtJjMjIVvUkplzkREy3wNy3qQUddP5OcYvYNcMyC16OWtAX7WwtHEVWopRZVEkiuVprdyzmf6qPqvqtqltY695iVSuldtZsMwNNXSWtJNBboxbuXYcrTIlhQda8XjBZZS3DQU6VynDqyJsxaaB57ZWCHFE8GVUZLm03bcGMq45azIJQnPlkmpnMqBbBQRSSQYTcs8qwIyECfTyWO/CEEZlGETWTJNIIaSsUfcY8BAHllq4Qw5G3wNoAKCAn58npm4xmzGbDYbHifl+ZQO00b49pfj/ebhs9vNm5v91292r+5vB2GdjiCFnpTU2KZMIpLSCEZhVlWZbUODkar7SHguH/OQ0MzFcp6J3bGrBgFSKwzWrFasnYdzeots53nyKYiWYnrGvlLKkuNbDHYqOs9zSslnUaxUsLhRFI/ZIyxA5QH1SPbCNJ9OVM91wmCJOBugU1EyiFE6neaf3z38/O7p+TS/f346neashSAM2jJGljLPo4xE5ItY0jm5cFvmQgCJJDBKKUoEocIQQHD2KvLVMEBEyUr2VfKYUs5ZhsH38zyZ0siiOdswMKeUOMESc5nLfJp2u3GaTsXAsknMamrQbApBgVkxagkwwuWUvJrs2aUvomcUbawOEeoS2C3OsxFUQpPBNvkuq9Unkc814UKNRaX5ax0GLp1QYGC2JrztGJCH28BKTzgXYNnk827FFEftoS0OUC3AjWOdD5y3f50oKNKQls0CL2SeqxOpXR64jHSImibu40TcA5Acjqu37OLEGV/FNbXWDXMbsPXVPowISJ+ODd6q7vR/Q94OScng6xstSyeZrGjX/sZt8fmFJgCZwT1yiYk8SqTZZT55IoPbWBqnYsXc7WpToW7xHp3aU0q6eBiuW4hLrUOrxftVgrf2rGnb7dXF0fGbOrtlTkSp5wQVIUlkBt/wJjYRcm+4RMwszEwEJmZRLkh+TuRM5JCVteVuAFV3ZjRTHKOunGFQNpQlqmXoy+Wyb3kfTIUwl3LM5fmk7w748elpPz58+3Dz6u75drvdDrzf8CAQ4nFIgzAZMGWaiwjgxj1Sd+hTA3MCaoKGokgsRlDNasUjGwgZCGrVY8Lq/KaeWhNhVfEhLqUQwBAApXjOOT98XoqRajYrxbMTAKYtyQ6IiIThe1JnqwPMjLRZAqBaU8YrsWWe1A7z6XB8/vjh4f37x6eX05yVUp2EOdGKaTFu2St0SWjNC4O5rT+mOwFQVLnG+sFi3ROmGpAiJSGqXO06e0Sa50IegzVtPBSpm+BIUMo856nSxyAiihKt6lcZvvszTtearHUuA/HqQKyVGT+5KmLdJ+f9sPMubKnT1tXCJS6quqYuUSxgVtyPcskwG0FGrYVwv2ZP+1TL7dJ408ERwhq64c+n8aGmG/0VFOrUTEfqCClp3YeuufEmwP8nMa6jQqw7Fhv3BrsqYjeu/tTmJv6k6WFbFklOo663nd66WuO68d3IrWnSHq7dY1pPrz73e09TSETjOMZlUNQ0uGY5jA3uuCRqF1rm2pGBsJKiViYZA2AtnE/QSZZFiDCEMYyShA2SEqNY4raALGQYUhIhZqTERmlclttWN2whEI+S4OqFDfB/AWNig7s2EUjq2SC314EBNfCy0w5AEEKaopqoPF+NgQtMQcZpNjvOeFT75fnDbnzej8PNdni9H28HudkMt9vNZpT9OOzTZhBTLVpmlWJsqvUgAUNBBFhRNfVjpLS43ZDB8nmiijaj9m8JKCXbYjgzD+HjssPU8nbXGG5UHfTNrDictZRt4DwXkIdNUFfvnseAlPxEoRlU4TExROjxmD88nt4/vTw+nw5PL3meYcwQKxhJjFlhqmpFMwrUKBkzG7MVLTBTk8VuHNfuVfTMPOILtGb38+DiZsZMTO5SoVAbRwHrhkkwzvkkxIn9ODALux87yyib3ZgGJogIcZK5XJeXq7IQpS9avC3MwVtRHap2v65Ru/s1ltkktBMlM0MMWfmJQzPr2gG05GzLPYVplmo7rladSSlisn8VV1dXOxJfJiKf/nZkWUOZl3Z1GYfl8HuHQv4V/1rgg0v1E69Y3BWwo18jpX16hr5mnavvdG/GlrQrmqSwDHYE/Uaapn66jkS11Aq5qlpiq6p78Wpdwpc+aR3KdzbldY2NjWLvWi+ubNJcs0pjpVe6MbLL1CORqn4jPCKf5umUDx85HwdJQ63atbuxKEgTs6qRFWZiKKklxiAs5P5LoESSOGXUvNZECQyQEKspalKYamKjsK4hIpiR59R04yqAZR/eddWaZ7wQImzMFCZgAyuRB3abC07Gz6fMp1kesR94x7xLtNtsv3i9v91vX+32240kNpiJ0GZTN/BYMIoHGPUg38QYAJRS8mLw8Rg8grN8Nu4iovOezzK6xRRqzANgZkWrN4Mvc7QYRQRZBssAVoMncwDge/OlqGkWEaiZkVbvalOh9w/Hv/zw7qcPT8dsBNuwbIaBPPYDJT/9NuVcStFSDHaaLaUkIpxEVYsZmSVmYhMmtsV2byBmESaPO1HnErW1KSUyFGQGp2GgnDeDzKWkgUUEh+I+7FVxQ9V0LvT29edv396PY3K4QrUsnckWWX2NLU3w15yvSxaStYB8CqCaeHbPO7iI2x7LVZbwFvBwU600XmKsrUvzlwGonl1j3CmYLqLY6WXXilmfuwErDIydwjXLil36GEeaRPKuW97tDrSV3xpY2pZPWzM0ux869fMpRGsVnwlHFzBXm7haAHb6Y61O+mIvH8YrTjpaV21xfGwKILJI6zMu15ux0quFd7V3bL0uxFanq2KZttrk9E/0cntTz0aVsxJqhbcBXlN1Tb2rHWkN6Hbd6pseid9AZEWV5iNNBymTJErjCGCUdMQ0JvBAQiQC99JKg0xTEQNBEguzEmcwNGeBSQ2lrEoEgxUlJjESVMcUN8cRaMm2BDIGqYcxJqAQsVmGSdVQ1af/4nRzsOkBkOowlrlQ9vWSQTgZihqKYc76ZEonyPP8p/ePIkiJdtvxbjPejdv9ZrwZ893tmJg2I28GSqJCxTxSGQoRlaJmLcWkAWZaaDUdJiI9z0sKm39oZkRK5/RFrGqLWLoFEMCSt9SnMc40Wkox9RWPainZTNUKzKz6EagHNSrMktWmXIyYSeppa8NOBvezALDhNJU8l6yqR52QKyNJmBKpqhD7jtzFZSZhl5HP8VOUQcMwCEHV/RrAjCQJOlhRwIYkwyCSoJpv39z9zd/9zde/+SaNbtVEmbOSigyfErqOdf1yQ5+bCuPUs0lHJxERXqM0RbHtqohVR9kPGquug3UJ3aKqdZm4CG/UW8uHAJBzrr9Sq9dwTn9whrjWjDXWxxda+2OT7FLvrnduIv50ne1qbOV3UNbRuWvGJQ+FqAfd1Q0PdZOLoPRa93C5MkXgmDBCwOXGSRzLbrzX7enQORKxG5s137Tx6+rqCsFqXCPpiUjbtsTSbA2n2K6OWexCXLq69LYJWqt3TZ/GELH9XeGdZEb+iBTGslg+U8l4CWViZCC1Mk2jnTLmZ60eComFmccNc2KGCZMWHlhUsxVlELMwmQgNaRChYUzFsqrOS4YbZk5mCtV66stPYJKvG0JuaPf0hTMZ+WnLZXm0bM+dHe+VYMs5GQAz4B7UxXPg2HKeVTMDTFCfeIsAmFUzoZjlyfh0GnEa7XFHPMg48Hyz337x+v6L+9vb/TAmS4lZbDMIkZGKAaXU0FBaaosoSBMRwVwrwP3OiYiXqAh5nsOskBf71nm0G4T5AdesMT43A8UDeJSsRgb38RFPaAqd893N7e32/Ts2sjIwjcwMQ3UNr7HIJZ0D76LUKCdExMPAgKmVUhhUFtYmwLOm55yHlJqzq6pyUpiVUgYmHkYGlZKpWiDpdDptNh40r0VoBjNSSl9+/cVXv/ni9tWuoLAykRTktq+O1ey78XPj8LW8xzVoJ31rrXMVLqPodVAQy2kiycyoGaFs4d3rdrxfgfU10hqKKbelD3E/b+76ePWKhFq3auWtcMafSNjY1GhAc+QvpXhW5a4WWyl+Iopph9JVcnT38Z3602IDaVcpPgf75CoHYd5tl/kzPnXFhq33+duS4mp1XZsjcWm1wUiXx6bWOry99ikSIRjcYn8B+F5Oa380B9PihlBl2GNkiqSU/ElrTPCE+e8NTehmNxvA5TqvXaaBP9TmeZqPz3s9ERczkCTUNAeZOSU2kMeaJCYzzaXkNEhyB1nmcSTiZFy0mM6U87lGj4yjhKKmBHef9JjINSqnR34zR3XiGn0GgtrJUpcG1Ua+HGtFM94VIj8zWSePC5AJkxnKRFe9AACWgUlEQVQRqksJ1JTAhhmgJCJEUChOuRxNyaYdjQ9P08+PP/wTvrsb0u1+8/b17c3t/vVehcFMQoXJOMkwDApQ1Z9m57kRAKggAeaOk8zt4M4852bfIyLXLAUAci1F68Hs89CWYkV92VTP4EGKuUOzb9IYEQOmWTeiN0luBIc5SymkCXBwTwxLVJ2exZiUAN4OKec8IRMRkZBrcbvYuz2LgFmeZjJwqm5+7q8/sAiDTEspqpYIOWcVnKas+YWZ/SyqmU3TLIr9fjtuB7DNOpspQ0aRagAMtqhOyn7lPk7Dm4Eogm/sSCcLttgGrgraWpPhEpr9fgm5Zu7lQ0S+hePSr+pR3aM308X5ca+qNc8UwGKudwPrYiWIU964DbFGtrMyW9lUcOmygUtvqU8RuREqlhyhr+Fbo4yFXA+RmKm99ylQ62hdLQmXirEa+LT/ZA3f60G9er/+aY2/lZ8InBYf8aUmLLPlqJw6/dG+qNwq3AohrnFjYKiO123yXeciCpxTXHTDvO5vazDCghfhwDAt4eAQTKhxwHyS4vNNXLs6JmvPa7T/szfwRXYTv+K+lJWcp/n4/LSnKQkxs7uuumqxlIYhGQA1ERIHC9aBxSPxMLMIm28MACmlDQxKpiXnOefCkgRERGzgZXbcEhBg2bOlJRSo6zknJEDwTDbVBgcKyXIMMAP7YRF34TbPyAozzxWsAkqe6Q01z+iJyYpqVvZvGBOQWXMpYrYzhkGPejg9f3w4DMOwT/Pdze7zz169vr8ZEkMpz1rK3Ghol3bgwsgiNe6tb8NmY+ZipJYN4OJcYbkCUxVjVaV2bAKUtWguKOq+IVQAppTED/EycxLxoRQQ6UxW3tzs8ttXH19eptOcczEFWDLZQC0fLDR74FCSxeGYiAREBBFOLFrmNagxM7TknMWzkQLzaRKQjGObCBCRGY7TPGxSSklzEZGUxDlqmmYzSwNvb3YiLAMzi2ZkU2eEGB4i/ts4vMlXk5pmo7bl6gSkExNdnJXWFq01Kv7KdHmR5d4M1WaW7YmXEBvf4Oe8myDnPG91v9P1xGVcO5foDqiJKMZkW4ND61cj3ZqqkYB0Ob9vVdA1PRQLb5/EDafWjPPeT9vnjCYs77nX7T4tXl6jFMwaXtOyoPa1YRtUoovQOyC3nHgyRomOE61vsZMdD3W/NgYaWLJnccFFCG0AWorm6tV+gbCLvmyjCABFq7V1ZRWNo0ggBrsDrNuOasPU1NouO8HAxK6kN5sNEZU5AzDqTcCNmXy50/W0DWf0sm/ygEuZxHLeyO/jirj1pVGPAWLKagKwZo8smck0T+nlBU/v7E6ONG73ml9OAGzk6fl0v92VfNqmYSq5gJiJZRg3SkYMUj6AB6Oduu9hYlLjMm+Z2Te4JU0spLQ3FNMZWWGCBCsCMiLfziECM9jYjMjySMmYciknq1PiAjjMNUuoEmBcgLFuKZmAFJrrOh3c6LQspMxQYINSgY81FCKQDVTmzAIqZigZIJAZTllHO+kBNj9/cbPb34wDmLUocyHwVOFDYQo2UmUCQEyWNZfiezOllGKeH8g8i3a2UxXjZcLkg89lkUczM0uVGcjYe8hmVmyCQZhJ4Gun4rOnIRHx7X60PG5xPADPRk9ms84854mGImOyNKgk4oGHx3yCkviiR00Im2EUhqpSzRjl++cZVpiTgQuxmZVsWgonRsLT8elue4t52O6SzdnYLNFmO/7u734zbPH4zt7/9GM+njTneT5td5vdLf/hf/rr3/7d282NMMQ34Jnd0x1+zKhpPo9l5fxMl4cInaptLh9nAL4VFCG1SXeEqfhr+7cTxrh3EkXPawfcIkreeLcuevtjlJqlNMVC1Q5hmJmJPWkFAR66ooKeMVBzrudFEGhZErR+XdU6cfbQ/mzx/RoKdRPf2Ow1TSLyrHc0Inpfx3AzctcDu1y++WcsHCs2q1nLlkQoIWDXZelxQ8hwng60nkMvDHTt26YeOvL55+tjZf5mtus+BU4UTlVdt8OhbTxaRfWEJl2Q79cuJhhQLsy13SvxiXeq1NORF7MPhEU0gu5vf7bLLucU68vCPC6SdM3idJ7RVKNVgUGLQjLUpnl6Pk7H5/Gzm9OzmRViBaBlvtnthlEIaRiGUkynTFRPWZISSF3Ti5AZRKBkxAWkPpXmAqiyCRlAwoRkqZhbcs2zpcVQTATfHBKimniQwWyqIPZ8BeYZm6vSUlJPaObzJD94swTIRFVXYQe9VA+FGpBADAPKACsuGEUBFYIQidkIjOARtJVyM8gmQUgTjBgM8OXsuJgqTOuyhgFwWQZdTeqRFlUtpmrBcS6AYIU7rgeTgSpwdSleDB4NS11rt/jiAPkejxWCDSLjQGUgkHLRqeA0W56nXI4Y9mnYDsNw1FxOc2Kf2nAiVubZzIwNtBu2ZlSyZi1AgphBWJhgOWczzjpbRgGBxsNJE47lMA1pxxAQv337+v/wf/x3N/fDxw/PP/3l9pfv33385UnnLEP6/KvP//pvf7+/3/mRg3ZQer06x+qsRaS2Lu4ZC60uNk07PGli1YxOF5i4MjS1h/Hb+H4HGkFgL3BpvXeAAFaXH1bFEN/EJUpHlIvvtJ+6PyOQtqI6+IrqBIDb/xuAIIBqRJiuxnUzOuBqWnxMCW58i2PWSrTLL9ucPefZzCh4OsZP4siZmasfNyudB4NQwlFhXLLaGjHpmueiX8zsQ1VtZUsJ54Yxkcf5X8jddvVbLXUwLmOuxDZcBf01W3fjDQB0oQ4jEdZjdkG3UG9HjWjLji+3AeqimnaNb3/6ALcRUSYm41Ken45PHz6KzcPI80cD8WYLAP+3/9d36wZfud7/D7115VrspfU+bqL16+Tlne5+/eRTf/53i7raqtaSR+Aff7XA//+/CjCvnrTrE/su//2rlXlabt7h//G/feLl/wz8P/9/rWh1UbiuClcUqwh6eukTi2uz+AjTuJT3dnWNcRdHBMVztW0dTPtNOygTQbIrv+F4LKSjBj6hkCKYOFzEoroyY/djmbHj622Iq7DjTgpo9lsPusNBl9RyhctlcOv2fexMHM7uuFPtAy6Asv6r5zKvki+amFoPr9Z7lc8aZc1q1J82zYk6IJYpsnimXk5wjKpNfF1719NI+vqEr0wB1posPowldLonFtVJS8cTWBzbmpaN1Z37CDLA41trg1jV8nI6Pjx882ZnZrA0jjzT4f/+f/13L89zLnY4nAYZd+P2cJofn46nPP/0MByeDjDejImTyZhkSFOeiwGWXl6m03EaeCigl2l+Oc2zLjMGYXeN85qTEAA/aElWiCixjInJlnBnsAw7aVY/g1PXLvVgUFnUBIMEJMzuA9au3DsOuykVxprBpnRL+oZtz8jgF2MUwMpAthVsgZ3QTgaoMebPPr//7LPdbsubIQ2SfAdLC3yyY4u3tJkpwDyWUooqmAAqMGZmGQjqoTZ99RPkq/iavfi2P58joxPEg0jocjDEgmtAqVwnJAz2dD55Op6eP354+vCeycZRihXlzTGXw2QvR0xzIRlpTKeSXwpqinS1QWSbhAya52GzdXcYqp59VkxVs02qBE6SS3mZ5myaxiHnzKwEjMN2TEnEXn2++T//X/7j3/9Pv9/sBErzS/nxuw//+3/948ePH3/7u6/+8O/+9u2X9wjg0GHlGj2bNPnLbaa18G9/nj8KadQWDfSig88aT5owdouq1oa24QRcQHYz7p1B9dPOULjEtNbyNteM4E4hbEprzKcQpsOKrrQOSFtrO2PduoR430ixrr0VaJcqvI3XheuBmbupVkMmwmDz4uPf1d0ax36SbKVLhFhD9a57IjUtLCpFqiePuQdwgONLET3P92v7lya1MWikwaVt9GrjiaiVYMGUSWZ0uVQKpF1SH9EyQSDAYzKvRr27iSokthNBbPAJyYmldfSPb8aOrIeM6CJkjfeCiubDdHj/MB0ebn5z+/x0BDbjbiQtKel22D7Oz1rmApnnOaVxv+fy8jwITqwMSokhaihm5Ok84S58SYUEoJRsyFbMiKjAhKoh28yKZc/9QUQo5hHfvFMDSSklU2EztTKA58UOZR6N2jPDwYqfJFqYsGbK9bGyczwfAKVmXHCGhEEZfCPpLtmeNSunjIPZSNgY7oGtQNiYpkwYE2834q5ybnUjkFvz6yjU/EFgZiFP/akeTpUgicmIYMX9JljqhCwcXHKaEFCzeKu5MdMHrTpCwQ2ODFYfVhOYguGGOCNjAickM9nkMliZCGBJiXVDRCIYMhsV5FIyZh0NY5JxM5rxNOdpKgShtHk5zVuzm4FGSZoJGWxUSlawu+AYy2bDeToycxoGVWXWYWt3d2kY+e1ntyKiM2EciW17I3/1N1++entzeJlu7u/u7+9LeYkyG3n46o7CWqaieDZwCFsAVbJrjJ/6lbn3EGrGJhBhseBwFKhO4jr1QJdz2db+bvLXNNyFAF5OoGMH44IpGufjm3H7IP5El6nIECDFlqB27bVu1dIpy4hOsZuxvx0dYtVdIW1Q4pvJgy5U42k6b9F3XXLpLarVDmaXlqVSo8L3utFRrug69HXrZ9eNsxMUO0ZSnEd8ivMQWNP5TR18w9qw+6oNSf3XADOY+arl/L4fMv/0zpBdzjviC7HBrXnn/lpz87poSSshaia6PNp9lfM6guil12nX98h5CghRKfnw8jK9vOw3SCYfPkw50RaJebvd8unp9Px0Amh7M9rMeVZjGsbNOObtZiTiYZBi6oFTTMSmIkInxph8/w2bJCVp0aJcXTxGYiPMWrQoafEwYh73BQBIC3hsKWJNUzFjs3Pqp+qobfC9EFNbQvVY1URUXezI//Rj+rKAPQEMCCjBRo+EpkYlDwXKdJt4b+XNJu03XMqcxWbDbrPZ7sYxsQgxs4GMiU2Ml/Elzw26BL8gYwORKIwIxDXdrW84VYH0M78E9oFzDVQliHwvzZbZHUhh7B0xNXcjrONebYUC9VMQzMxp2Mm4OzypvpgksMxGDLJt4iGxmhWQjSwlbzY0bkU5fXwpvzyeDiqEQYkKMxIjsZWS1VTNIIWKqpU5yyDG9fDHaZ4M829++/l//D/9+7/9w28YdnO7e/361TAMTEnLMVtOg9y/2d/c38B4mg4s/USNwlzqqqytpczMlricABzBseDt9Wl7w4S4dlHVRV21lUFVTkvaJAq1uJBdxHYjcpvROfuzLZv5CFjRukArBRbh8ewOdy3AQQSHqwiwpl4rrZXfIvQ3pI2fRODqhmCtEbsPu9dif0spHrE3xXTauOxwRMlGGkH1xqDlILQVLfATfauFXhAMs3o4LhLiXPUlizi5qwfI0uL1yJ2769mJ2rw4DNKnBqxXBq1wUNygruzlygnwJDWxtd2f6yHvX1gSIKHOn2t1HuHUrMZ1alyIxn/qEOvtWYpd6iymbb7WOa5Ev5LIx77CUGL3eJpPh4f3D5ynz1/fvDwepxOljZYyq25Px/zLT09PT4cvv3pzf3//9Hg6PB4z2IiHRNtdIggzo5CISGJVmM1mhaHGxixEOppbDBiklmc2HViEZWQ6oNQo1kq0GA+X2Zn5GcXcZMO9MVFTNggAIz/sX6Azqk5a/LNRIQNm7rCAxbcX7laQCLpliOVTNgVGYCu43eB+MwyG203aj8NxskTYJ9nv9/vtMAgnkcRCxCKiWhYfJRAtgQeXDSz2jAW+sy8CIOc8zTMRC4gpeUJqAwEF4msmhqkLEKcaT93MFJUNPAyrmZaaRYsA47pyUgBi5LF9xt24vdlPx9N0OiVlY6SBgELC28QKMHgzjLuRSpmBWQa7/Wy3u9l+9/74y8t7pvQ3f/f3//APvxsS//lfvv/H//wvH949jONYch436fX97e3tngc+Tvv9fv/x40di/f1ff/N3f//1t9++AXQYhpSIdK4MyEREaZQRziRmdhEvJwh7j4RO2yhWnQBeZfJOPWCFjCvlUZ90HswWZoftSec+t365A5yrENFBIoVlX3NkXcPIurTYnfhybEZcM7XWNhKtDYZd+7EEm6uMHgkY4LctfPy5v0mLxBFRg7g0z3P1S6ZL3+t6vrxak2LL2OBu2bHnptYwm8KKxPwUlVoxpWVSgKJtkdETC/1KiMLVFR5JfDE8RT1ySCstskgc6W4Uz8teP6tfjYWB133JzhdfxTI/xYVYlmUdA8ZyYi8ieeNr3Uqu1dgFfvdJTVM/PnbNB6RWZOdaVHE8Th/fP+yOL8Mr/unffhn2r29v9+NOnp/k6enh8fHAPO5ubud5fnp6mgvJkIgFdPJ1AMwDxjMRlZLNillSzSBiqW4RRqxKc3EGVAKPY1JiwI6eJZa0ajK4N57q4lAXRspIadkSMQBMXFiLaVHKPnSIvpmVnq6u674RAUCGbUgGGHuGVIMRNqPcjMOWp/0GOpViOKkeppmAkXi3HwcBwRLMozN4uTEpXQ3LueTGDkT2kAuwoqqWyIgTMydOBTWCqGkRYRNAUdSIwDAmUp9bKHkaCLCQqhJmeG68GsS6TdsTi8/2eBjzfnt8HKfTqcCYBhipKVmBmBXVnKH2MCNJSShJyv1m3N/eipD++DLe7b/97avf/fWbV/f7L7665a39t//2ZyLesrx+/fo3f/XNZ5+/YUbRfHt39/3334+b9Nlnr7786s2QMAybotnKNIzJbGazApqnXBjMpWhmBmxoTNtcN7tTGREl6HJeRUsQ91wyfOZBZFimX4tRlMLUnoIhoVXdigItjtfFQ8Qy3El6iTiwoGyInUhmC0dRRQaL7k62WkCcefLT6wZeTmJFW9SnrgY+bVtlrdX8ilZ6F6vYzkiTDiqXJcGFsv/1JlEw6EXl0oiQSJiEQWTLAJhZzrllaetcLLK7yC7sQsvmjWf/abTTJQ0ZcSUlLVGtfJAiDl70vAZjr7GfG3t1I9RRNtoMiYiTkPrk7zx47SbqBq/dsbupqNiw+OdSHzyHowtJNNR21BcR7wKWtWDVqeUiwkLUQJEV1sNsIcZdI4st8xr/Ni7zO86zuLoFgakIGSmrJQOVLKrlKf84i+lmkw77u1dpd//zw+Fp4kOhN7cDppcpp4f3Tzev7odRciFJ6Xg6jEk0T5sxEdHzcSoK4gGAsRHxOKaccynzwIqdGG8Op6OxZGhWvRlkm4TUVFVzIRgJg8lICiwrWNWPtw7GRcGwxNC6X+IxPS2BBAxmNUxWMjQDvmp1ZPCA2QJVwGgAAJsHto1NABSWCFvCXcLrQe+204Z4k8rTEeVoj8/DacL2hsabbUpgoSEJMxMycfKT/MwKwIMa1KEjNVORtBxmIhkSyEo2Eh4hIkLJQ0MXmNXArkqL5ZiJ2YxKcUEwQj0QzyxGxjiz6zLLJKDKgogAhYoVy1uhm/1YTsPhMJnpPEMSaBACp0SzlkntlBVGQuPLrLOchrv05qv7Hx4fbt988dU3v/n887dp0G/GL0HDm89enfLpdrf/4vPXb9/cb4Z6+riYfP7lHWEaxzGlVBlVmSXNZYELuNGlmBGBtRhRO5UJW3yOqdpKL0S+QVDrdYQOU1wAhdUDy+doUkGcmwRF8anqDezfCvsBRwRDnFtK66QHRqbGwp7DyXE/nPG4OI8ZNUpUJ2e1d3k6x8LEJQJL+zaa4lvJUW1rCPQZ+9t5+rUMZ7aa+8aSG9FwCYmN5q2zHWrFzlrQu36TPqV+IwI2UIvjFD1GcO2KfYhP/JPoBdDUBrCEpwjNbV1d96FrZCT9p3CcLqPvcfCcidUBZ25uLbzakdjCNopdw5oWbAPfXmtn6yIztf6uydvpqlZ1zDrR6o2y2rUTymbqCUYBGPP2ZvvqyzfvPzx8mA67hFe7/TBuj6XQmLAZ7l/dmL3ME314/6AgGQdOrPPMZNvtWKOfmaY0ipRpzpvd1sy2w1h8mcNcw4ekkajstptpzprNzDIsMW82wzRl83lkXbZ7ju5ShNLSqYEF5oeoFjq3iNF+homZM45AgZEHYqsJeIr7H3BFE02wkUh8zmgYibZs+0Q3I+0TbQdKw/jyPB9mnfOBmDfb7Xa7Tew5j5LrAwYZKRsTXwy91X1PatMOZgETjCF107XhTnEe82kBc3HjYR2yxth2IfwLO4uZmmVkAC0TKBFpLrqELGLmYRjGcczZvU7N1FAUCqpBFJQTnY75lCEMiI6c7m7S61evaGBQBhszyUjffPPF/f3tcTpsNpub/WYchGwmIqakxKaUCzxlIpFFW1nD0whSnS0IOE+3mXvBX+TiXGAsvFvQdDLSyNI+Oa9dLsWtSWh8uQOZViBfRuiJtaxb0q6Y7muNUe2n9uRTQIqA1c3wvqYYFgBvL8SfYpnxii25wKJAn0glWuGz33T7SRHu0CJerzErjkQcGFwCfQPxdWfWnWzNpcVnEZeq4uqQr+vtWhu5OX6+Pl0U17NdsRSmV41wuFz8xV7YpUbsRn3dd0QGvXwtPlgXsq5lvQ+JsPqxyznBusDa2bMYq5oxg7fD3Wevy2/t5d2PZE/7+9enGe+PRx3uX33+5TD9dHy2p6f8+DAN+0RcwAVsvg3y/HQCoRQjWs5jG3IpaRBWnT1HjrAQsaox7UcRxWQFZKc8T2wb2UAUBRkGNRImsNWEbLJIrBKxkKnWLUnCeZvOg86JyBFGxSaziuPuLabVbMoQgQA6AFuy5N4HxDvB/civtrjf6H7AZq/EidM461RI7+7H29fbu5vdIBhYmGvKACKDB1CtY1HcHa+godtyZpYZTO5lICLuh9UWRs5SqqrsYQ5qSHnUsCuL1ZRgRsUKjM0ywGAjNlEfdzUitCSkbgFUY+ZhTGmTUknzsagWIqZiWiAJQmDYMHAplNUMOBy1DHl4Pn799efPGB8fP378uP3sszs2DAPfv9rtszAzC1Qn75JCS039yi40XA+BuiJpoQEqTaI8XpWdTrSjeHaStcjF+f6qvonlRIS9Cv0c/NYsOIzhEsSuNhXXIGtd+1X918pZY068iRAUS7tKPVoWXmtYWGNFq73zejh3ZGWw6VBufVlYReESLVPs6nr11z5rve3c9bp2d6T89QZFYp2jPjeV5lbYhdCdfezsrRc4OFKzI3Rc5CKMIi5XpgirSFti88RR7MamG0WyGgSzG/uz1ZFIiEHnOKTr9XjjpzVHXiUmrey5uOT7ThhCmz3fAZt7SiWW2903f//29PAqf/zp5vX28fgw6WamUVnnMg9p//13Px5PZfd6JwMPw5BnZNMyu5onM805q2EYhMigJW1GVZ715IlQAQwYZS55M5b5pRTNRRXGiUiPIjKOI6YpW0nGSaRYjSXjNPE42fDjSnI+EOMnb2r8bGOiBDKyPMMU7nJtQlydLcDCSEYDMAJCxEQj022i29FuB90OGEWT0Fx0zshA2sn+dtjuhBnV08zMlnj45H4vWGYkpG7AqQIP93kjIjZanPGcxwDzXHN2XiJVGCUjOzMwEYhhyuoFwOegMCtsHr66htK25bQeL3EtsxXARGQY0zDLaUJZJlSJOBGUVFUZ2CRi5aJ0OmUd8zCd/uE//PuPRyXWw/PRXt/JIKUUJhoHMiKogShJ8minUDCnUk5adWG1zCzMKcss05gvjq2Ef7Wt9mh1XcWNhrPxlyg4TTT40qzSYWiUFwQQi0C/fjM+X+/QdO23cEUw6T75VBXrf72ozuzBSQwefR1YEBWoG/kd2TncRzrj0nYSiU+fmAHQSie1LsfuVEFexiIxyNxtjIg9Lpt5BPfz8ZqogYBzLKO4D9FRsyP0mqxRT0QzV53M6pljupHzq0VIG8cxDkYsE0HUcW3FHf+NkQGjGu5arqoWHPzayDEzew6bZQg8C3iblNV94MWtvLP/xnIi30dKIixxIk3qfdbGO2bme7BM5C4hZtbCOizFVacQ1xwFxiLjdpDMt+ObD9PHh+dptmF788rm8fT87uXlhcru4+OBMe/3u+12W9RymcxgRuM4TqfCzNM0FYMkSUJFRIiNChsYxjAi2u2G/DAJ25iIOc1Fn46n+VBYhEcaUmIaTlP2kDWJUxEtZT6dzCcozCxmzARYU+pYTgfDgDwLYcsMYirIUK0ucmzMRUEw0cJURqJtklLKABrZNoJN0s3Ag3g0bz4dyjQrpWF/O+zvN5uBq698ded1uSDfjW1nTpkZxuLJkpkZoou1TEHESsZEVFCIRE2hNYTtslrwS4kVZh5ziJmLzgaFEsiEWMl3icDGSmeN5KrMDFyP5SoDBcqMcUw6D3Oum7tFdc5gJgWg2Jx0SDJsxlOhYy7TXIadjHv69s3bNNg4puk0Uw0wpC7+SmrGCkaGqlk1sQoCaF5yu5rVlVwHEYGftQpTQIlLOD6voogY9eCOLQqcYr22mo82UYrLhW5lEGW//RRTdnZFdR/askEbdU97oaEoBZt8t8Jo5dPKOB+7FpcBtCxxsGzxtqprdSEYKy20w3LwvBoSLrG6Q0v1YsOGWez+1ScUosw0TUFBsaWuz/E+EmX9a7vvxqCj4NWvOlqfe7jKM9He6bIWdpslcfg7IrYq4suNWN0gXW1w5CEiWg40XvrSLHmWY2NidXEbKY5EWxVR0D1RbCLTdzRshXcvt1bF0WlHtSJXnZUZDIBQEqEMo91ej9Pt3Z3e3A1Zjh/mjzz89N27aTq+eb199foGzC/PzwRJIvOcS7bDYaYW/IIHIkpCZmb1nA8YxMSn09GQb2+3RvryPJViuyHxuJ2nFyszCW0GAXA4nEw1jTxuNjnnaZpEZBDfLyHVc8qPyAwKE7LELMQMSlRmLbNpWSIgKBGsJLaRsWFKTDAT6Mg0iG7EWKCgufB8Sg/PepotbWW3H/bbYUgynHcm1chDfwqzU75ZJ3hpEsMPoBjM2Mz8gE/dijIYqR8tKLbkAF2CSDEI1ZrvU1hlkDEZqGbdsXawqWbkbifv6mh7+Hk1QIWMhGwQbMfZTqUs+R2KmiUCg5QMAvI0sZvNcOL5228+H4f5s89ud/txHNz7vWb1dmY+B7c1LaYEUs10OQuO+z0N99ez1U4q4092OX3uPumqWz/pADFK5bpYWxYTV2u/LlYrMIwPm76Jn1yFqTaX+hUidF1b1+4jbp4hy10vsExJVl32q1sURpW8Bsz1/RkVr2mBVgJdmgfP6udTb3eGuIhu6w35SFlbzTi68cAlizQcjK1fK4PIFhw08NpstaYRgv9ipNeajp+i+AVl6aK0haOvKP9G8UhAv+J0hsJ1dThwjekpeExeaeTqCRHpBQEvHCu9GhYiQwZ292/2N7a5uX2EWZmSzGqbh6fnIfEX37weEj08n+ZJhzFNE/KkP797nOe8SQPIWljicRznkpl5u92qVvXDg80z0sh4VtWcmElJs44pmZlH6d4MgjJMRa0UcxczeIBnTXWdqSlT9d82I/MA/QQiTjawQHhQGqXMRSfNpZSs7qNcNiPf74a7BM5ZTyUZEtlAthEaEjPoeLLpVF5KeTnYbLQb02YYhAE1SsQ1GRERQCJgNqpmLwA1cR8TeWIW5wGgagoiItiSSo4UROC6cCICKyCgQs5lF3M43zqCoKhPJH3LiWGFCAXKZsWNgMup1cg5RJpYbNBbFWRJsGkCmZESsxjIBJOWXLKapGFIw/D6Zvz6sxuV05DSOA7MDHAps7nXd3GPKQnyrq5+IutG3LxqI4mgEQ0VnW74FQDtxKcDhK6QONujy0lnNOTEn+LmNC6hoz20Sy1Fwb7U1ihdg2MLI1B0vYtEW4MAAqSsoTWWXJvBdU+xNSD6QUQ6NzLGjrcwkhHorjY7tr9NVroNKrR0c7HW2MmOfE0S2kDWdPcrvd36s+aAiMWRgm3MWmmR4m3x27FaVEWtlm7I/f24rqJliYpL5m40bRSIIlGH09cQWDYiFmMXllVOXGyumQ+XrBPbE4lDl6urro+0ssy2NY03oPlNdJLWGKKU7BpIwUSUDMQmxCBOyYzYCl5yoZsN50mSqslut9sO+vbt/ePjx8fHqWiap2ku8vR0ePfu/X5/y2MyqxkuzCyl5G6dSeR0nLMWBva73be/ffvNb3//3V++/6//5Z8fPzz7ls/z9GKeNbqUYRjSbUrH+Xic5pMNwzAMQ6OGJBIMAlWluRQPcMC+DmEmLsQ0cIJgUElcqGBWiJhpVtLNyG9e714Ncvr49PgyM0EMiTAyjSKAnU7l6QFPBlMetuPN7X63ScxsxdhQgyiAFeAwjlK3c9wMdN6hLFo80gEtQYZ8UAY4FhCItGLCErbNPKsetVh8lUEtcgIREQtpNgACuMN2OcN3MvN8Rwb4YagCYL8dLNsAOYKmkqE+X7YTGSVTQxppGAaIfvjlx7+1z1TKmGgQLjDTwsz1xFE9O1GyFgAkxNXPOeHsdtHY1RdPZ/tPZON2zyvn3SgjUTzX0tSAKPJ5h8Wxrig7sfB4H3E5rhKirFHYDudLA9e6XlwaQtYY2xHEr4iu66tD3UjMrha4MXhBKm9fd8SqGRt/RYvjUvF09OlGqsOfaHqBJ9s234Vmn02DCEs+uTMVLExPOiDrCrVgeYxBlzt1gktUbeW0WqICaOVHxYNLDotP4kRGw8nhrjGNcBw89DkcfIsUPH9uZqqlWqvO7WmvXU2hFKddjYbrdSQWrdy8GyIzNUZcr+TWq9X2Ml3qNk9s4EmBzZRs8eoprIRCk2csUYECNM9EtPv2y786Dpv78fT08ZD53cf55flkKJyG50N+9+7AtFcdno6nzUi7NCYqbEJWxjHNs8GETV8eXzabDXH6/NvPv/3D293b4aDTH//xz4/vHtJA2006nQpABGgp4zim/cY05xk550EEnGDFCKRlTDRvUs6ZSUGS2NdAZRARGTx5Eg/JSmEgZZKUjtAxE4ptCgYt83Sc9YgBmiGCJEiDUUrTZIeTTUW1WBr0dm/7jW4TpcKJPS1rzY8iVJUJiAwoWg1rVjckqhwziaoqFEYwz5Bdj5YwiZIp2FRLUeY6NYWvgWqEDVLzHJnGYDU1mDBxPXervv5w+xl5vhzjooWZihYU30AyAgYRIcoTxuTHnhIdcs45MxVTGAmkUBlIbvajpLwf5rf3Mg1bGVBIjOZSDLaV4Vj0JLYpWiPDVh9pBUxYZmNxxwe3O5ZSOLEvjhhgIjXTAmMSSUUnALA+9+in1Izf+Navx0K9iNuympk1YWnTsgjN6/I7NKdg3Y2w1hz54ssRBNpNnCK3P1sXGty3dzqsb9bL2J1YxbkZBDNLnv9pEX+hmuCcmAl0DrkZFgC2Unitam9hzISpIUQ1VhcFtRSxCJcasb2ZWo1xdAG0uP1eSrR9NbyLlIqD1ypej+V6gBsQdw24oGzQHPSJWQmH00+dAuuoHBvAS46QblUeCddqj8Tl0CNcmkrWZKHLCIbxil37FK1iMz71cscNFrRvLK2x7zLhMmsH89QAqGWSheFUDRiGQUT2f7u/f7V7ePdLORx+/vCIDY3bnaSh8HxrhZ5ORDYMabsdhmFT5gmEl+fj3etXxPbx49PpOBfG0+mww+2rz95ubvafjcNfPU/PD4eUks65zAqiPJ9U1XKhzUaz3tzcPD4+c1ErxdPZkBExGWgAj8OmpKEUK7nONlJKzHX7MPkZdjYkVkUBk6mVrDkfDs8q0MKWXWNB2Ijqmt7jU6dBxpHHMY3jOAxDSiJ6Nro6ljWZNDNt22mLn5v/55NNLYb6HAhSCoDj0Xwin9ioGfkcAoaifk65BrvyoNdtQmYergkEYmYh3xWqrpUAxPeaqjrAMNT0dTZAcymTUpVlOb7Mmx2YoVrubja/+e23969ubS8fP8zPD5NSGTc8Ms0nEO1NAD/VW0qhpcvMqp49i9msxYFUVTI1s+IGXnanAY8ywXD5AczI7OwBhEvwan/qcrU5oq+zO+hozB+vX/kpitIaK86uuZe/Wpizrpsd58Rd+pxOWjtxbn+uwbDWJTUI4Fltg5i4x5eA+2vcaKV1PWpfdSDc+tI1L4ISXXqEr1vScAzd3s/67VZ0pCYu8W59c5W4senRlmrBNNkRKDa0taRh6BrN17gfS7jKWOsuxEUDBQtYp27b+1ylsG8DrZRx923s/q80qf0ZGx/f6USuvdnYrqNM+5WIqk0ndocZflBzyeRaxfsm38mr7d1mej7NMihod3ObxuHlwwNh+Md//K/Pz8+//ebrMueP7x+GcXeajqWoGhUzJFHJWSGD0JC2tzc08jhuvv3919Nh+vHVz6fDdHh4+eWnn4SH6TANQ5qPJ5K03WxzztOU1YxralqUMh/neTNAhGrebIjVwzeFh0FEUFhSSvX0SSmllKzF8pDo/na73wtrmaZq7HK+MyUtmLMWgwKD2DDyMMh5YiRkVuuLA9FZtOMu4FI4O+u1aMpoEnu2vpoP0cBSYKRa/Cw9oG1pblCCEIPJnacZYtB66nbJ/EpGVi4myLYE02QAxInFRDEIlTTPc9HMLNNxvrkZZQQTSp5OJ0spPXx8+u2Xmx/+8vyXf3qccnn1ervdzAVlt39T6IXIVXYmntMgSQZmS0xEAoKakhqgDPgJI//T1B0L3c5aqMZuqD7AHZdidTVu9365dbfB6xou459r/RGrW0t3HKmWYTrKnT/vvKIaS4hIyyXa9FAH5W3SHCtdy3JTYK3jBHINdBZjqjo89vEqZF0yJ62ft6s1+OomQldCJE58oQHOuj1p+b4H+ohcthiU7NIGGgnUgWnsFV2ueOL7WHaPrrJI6zOfM9paV8Wa1fxqsY8QmHVNqTa68c9G+tjZSFYi4iUonC8ePjUGbfC6Zkct1VHmaqVR6lp31g2Ll7/WWe1wyTEXiehBAFiQcy6lCGraBB+IQkYj74e7N28/v337WgnjdmNMdMqn07y5TwBvhvHDL+95M/zyw7vT6TRsNmkcjsfT/WdvPt9s5nk+Tsf97U22WVWzTje341/94dtxTKfTfHg8Hk9Ph4eXPTaJ0uPzAYZpmsZxLKWgmObZSval2DAMprOfOBVJQxoMPGM2KuCRhAnGzJ66IZua6nQ83u+3291udw/Fc5mKEYFEdVLlAi5meRklZqTEY3KrbCklCZkkYSKtYXDP4t0W3EDNvhoVvxmIaIkrfBXgiNVgqBzFLDUQRXVTdgXo1nAHA677RgZSP03kJ48WXlGwJSLlGtZTVRnk1txqoGMMTJRkTDzPZGbb7WY+ngZJABfV55fDP//Tv6aN/f4P98ePH//3/+39jz99uL+92ez2EOz3b/d3iYWYlTgPG93f8N3d7W63w36ftomIVC2bSoUwWA037IfSmCklhkJnnRfw7Fc5WM3hKNgD2mZP3ITuRIbDWexOPK8qmyhZTUyC/r7QXrHB8ae1PEacWaNz7FenMxp6RLOV39ddVa6H/FTVlkMIseTYpPhkrTbW9XYPKaz143ME/4XY5XgTByV+mBaKn1/1P+N2CF36B3eFrknWDcl6COOfvFzrPn+KBTuqfQp/1zS1ZR7RGtBt0cc312DdehdXrFcVydUxWL/ZaZfY5o4jcTlFiq+tidAUTyTd1ZUrRSMym4csixaDFnqVmdS0ICsN4z4pzHjKWobdCLLf/N03N7v908eHcZ9ef/F22P/rj//yl5fj8+Z2+9lvvkyb7c3dq2GTHh4+PH/8ULtDJIlf3e0Pn92+PJ/u7u5yPv3Tf/qvOJU85e1ufDmcXp7ysBlTStttKsWmaSo6J04pJSBJApGRiRqXYonAw8jEiaXOCj20TJ61lC1lzIf9/f4Pf/u7zC9/+tO/HQ8HGUfKgAf3UvG02xWdh1TTrJEUmJ8YNV4OGEFtCb/YqG3kq7FLPMqFkggzM/smxTJKDJyzEFk7y+zZSVTb5p8PxCDJgJyzG+aYyQ9y+kFNFjIjNjOCeMxWK2yspCUDoAIQWz15y2RMhYokGsd01HwqRdXSQJJo3G1O01SMWLYly814e7s9zIfvfvnLu4/0DNrKWJB+fHV3r6pzPuTymNLx1Zvxq69fv3l7981f/+HuDW1ub8FM0EHIzKacSSemBEDVSjFFZpAZeQgip8bVRUBHhxZEsUFHMyZ3AhKnj2vA7aR1DTWdzEajU9MKAHx90+FkVI20HBqx5XBhFNUGiXGG2kAp4lV3wdOIEElw7NZwRrO1vBmKOkxrT9bqhC5dD9YFNgz0HnVz/fhJVNvrgUjtVTONJfiCg4LdkBZXArucO8T6rmqCDiLjn423zmQNTW/D3AayXZEp13qCwlqn0TcCKy7RH8vCrq0V2oA1vmwt6axwkV/XsN5ei2ovftv0WauiNaaxVKRkrCJScl3yOuZQo2fsVKNS7bUSBdXVeiFgTmRFi85gCEEJrHaaj5vttmQ9TifZDm82I2G4fXP3/dtXP//882//+jdffv3V4ZQVNo6D0XHgu+12ZJDISFoUenOzKWVOsvnDP/zN6fD4/R+/V4KoTPP8fDzNJQ+bcdxu0shgm+e5lHI6HjfbW0ISNrWs+VR0EsaIkU2TFVGlojbPwzxjLkUzmSWd8+OHl3eb4VW6f7UtJzzMcxqYATPNRiO5muAkxn7EdTkmXIoJKQDy069IroHMjAEzy2EbOQ5uKWVghh/bIV2PvkX3Nvdjg2Dxf2vsgcWyZqasJMIEJZD6gSZiwLIVMilUmECoEl0ll0EQI9Y5E4FFTZXM0sAyS5mUBggRM+b58Pqz159//cW4pZL16bEkGm424824zadkRdLIZnp6mJh5kH0C62TPvzx/f3p+erc5Tfj829+++fLbYXMjIjqwaskZu60wk3owOzXo7EwGYlO4JynV8NIXgtn48Kr9pwOERn9bTqY3yVrD1LqiDnPjC92brWrHyYg2XV24RN7OthFFrMPJrrquikGSb/VFOsRJfEerDrGjVQ3XrjWpO9XVda2tT9bfdtSOn6egdcnswse6A/RIr46yXeO6oWoPP0XoiMJYMUr7pOtkLGFddSu5/dQ+7PD36vBEUF7D9JrdI9Gujl8HTFcFKVLDViq562yn9ijY2dqqzsLsCZdsHSeGHQ3bvnqckVlW5pq2jcFqIBM22goJeSw3JbM0DsLDHrvPv3nz2bdvbu5v0iDbBA+KnMtmP8p2O5Zi4hmjzMbdsNMRhv327t/9h3+Xc3746eHlabq53ZnZw/F0enmZtKRBmHlMiROxg5YWI5V02mxzopmLkM3z48yU8jQBkDlzUZmzWh5pEBhr2ZEwmc4zId+/2uo0cy42q+cQYuYkS+C6JU5JyTYhA1rPvQrBkdMAoPSWZ/9qmVcZoETq3mUt4Cn0PBUwgBkEUnWGZ2MiokQ4M1jlfF/VcZshQWq4fzVTURgVtrYUIADE5ielmZmsFBG1PAiLcjb1BR6Aw6xpkFOe33x+d//Z7ePh3d04yub2z3/64fvvXp4eX3SaWEE8MIoBQmUJMCVFUy4mQxnG+ZfvfmK6YXqzf3272W1VwVLSMJ6moxE8YgIxmOsmGbNbGhFPR+IaLNoyu498Hhm4E/b4whqU4vtRuCLadLIZZ8BN4to8eA1NNZFNmPO1jYYm3Wvp61oSjYcRRZ0E5RO6Kva6Q7ZIq66uNYm6d/xhtAS2Q37x5a5J3cNGEDNLJRsoro+ozsOCwbGxwlXgbj9d3eiOf3YUj+S+ygq49O3WcJImEqLrZ+ODbmhbXr92dcugyKzdJKX1umvwVVJc7Xuke/wpajW7XA52s+lWyNoO0DXGn39q74ouF1vdsjJKS+uyqjZ7gmsozX7eJmE+6WzCKRFlZMtmgw2DvP7itaoWyyyWAFMlxv3dvhRNKWXTUiCJZUjFVMZUspLg62+/Ojwf/9fH/xUvp2EYbm9uDhlWJk/SveGUxmGkNLLAJgOU825vb9/K3XaTD3p8yO/ezUTZThPURC0xK5sVIsBmFcINjyYGK0K0v715enoyM5s89o0vemDSfPrJDKoKz5gtnsi6ktGzCjUYWtjpYkqYuB6to8U7jlazb4JvGfHl0BusglcpZckvV1gSkaenMBERkJqqH0YiJc9zhbqk8rqYSInIigGSCAUgEhIzE6WUUkoTaZpyfvVmc/fqFpSfDh/u3r7e7ABOLy+Hw+Ewz6cx0ZDGaTpMZrqZCZuB9iIJGIrKac5pynh8eXj3MGxfjKZShmGkcSfblMbxtVrONrEU4gKdi81kKjU3Dwxq2oDCA3lbY9coIHHmtJYCB30X9jh/Wotq5HAL11WF1BQJB9+tWHiHG50iiXDUWdXWr7US/O8GU0T1nPXZ5GMg1Dgs53cu0cnfj7u8EQ1ivR1YrZGNwnEOHwgP3N5ZPtcNWNPfH6aic/PcYD57AXSwuAZBvdwNoqCiux5GwI2z8q6Tscb4ZJ5nhN2thqqx/I5vonJqCGuXgd1wufHeCmzs1T7vMH3dwfZmHKf2id/HvBpRuzSimZmf0eCQWi2k7Lyu/NbVOa2aNbbTLu2T6LS6FqRWZrPzatgQyjnDj/aTehwzo9kW7yUts/MSEbOJBz/2lJ1gJioE3Y5pmqZS3Ft62BmKlM02TdP01e8/+/j07b/983eU0+l5uqX8fLCbV6+HcZPn490uvb7ZvNptjPaJD8JPm3He7DSJzeCf35VXmiEyJZunYkSmmYWVGSDREVre//huv7979equ5Eeap53pC+VyI0fTVPKekpBiY4RsRqrZMhUIcyJKqmyF/cyOmZIF/hc2eJpwhwAAIA9OR6oW/E1JzazkTETEyV8xxdlS5Lxq5k7MzJwSmxlyISLxLR4jppryDPBUW8uWA5QEUCIjNRX3byarpjzIVjZ5embYZNlgsxaTNGgZ0/Dq9dvdvR0Op9vx9c2Wbm9ofrYf//RweppT2igs2wEFIxnPRdjMjllVmErZ55dJx3ySw8PTL5uPPwyS9PA4bjd28wq7YXM3E/Mw3sk4cMIoZnoqp6Pa4XA4ENTM91EKyMwmpqExZNMibVHeGLUDbgrnabDCuzVAdaARldZaXiIg8JKQN1a0hv6uXv8zHmKJqGLhuCEtUxaHDgrmMg4bz3WSgYsedaoFK5ht76wVefyqvdwBZoSCNYRGvWCX7mMUJl7+MEUoX2NQN4Tr+/Ykltt+ai3A5d4dAsZFwsWFS1dshNH24ZoR20/NJitLemMs+4RxSGL7u8ZjmXl1lOnoY3aRnLFbUbXXIvU7Upzfp37g122L3zaxjOPSXV1FreRu4RjrjV1ug5hSama9+E7H3+3PsxYHjC4q6t6kJXwtEac07Hfp93/9129efzG/zO9+fp//y7/sN/z2893t69sxvbrbb15tt/vNNo1p4JPlx6yPWR/LPD2lItBxk4zECDBWRSml7iqwaJ5Z6OP7B3ul+y9ubm/Hhw+HQnnY8IZTPk7HY5ERu+1WtJiKoVhgyLnYAC2sBFZ4CAOtGYXApkZUw037qZaGOrosRmqXw0yWLunfXmiMdPWwyOKAXgJaBXpWiGQ/UtT87c65blUNmEoGCEY5Z0lSNO/2sr8ZN1sGys393edfYXdz9/0/f/j53cPz83PO9SStzwCtqCI7kpEQGUzVstk85ePx9Px4Gt5h2uXjJk/T6WWTnje7/e3+lUjaJd4MnpHung7PPxk/H54/jlsyncqchZPNrOliI6ATwAYFaxlp9x3mNiRt70du7CrqniNY0tZQ2dh4jRK4lM2rzbsKsIwaJLSJ21oqcQ1ncAlBvw4Ra8L6pcEhqwOuOMmOmN/+bdWtKdm1hIjSGp5aC+Ie+5pSa/j+VB1RYdDlef71t2tsinWpqisS5wZcMmLHXq0lbZ7Ske+/Owy4jDC0bljHcx2mx2L50kWCLqcG9eVQ4FrtdbIRmTgOdvwkvnm11+uHdGnr6LRp11NbFpTRIhF7V9+kPt5tR8lhGPI055wJksb01bfffP21HV5e9n8Z5PnJeHr72c3nX7x6db+/2e0HSgQ5Th/FZD7Ky6Gc5inTPBiJ0pgYXHMclOwVAUCesxL22+1UnvB82n95Yzfp4fiYaNBZR8g+7V9wOE45Jd0Oo5Xgc2Xur1XM2MgUqgQ2CFUyqubEsj7/QYC2pN+8jIU2RnIaUkAko+YstLI3XMrahcUPFKHNY5+f0dY1ENW9h5znYmZqZJLm0+k0l7SVu/sxjROP5dXr18+Habuz3T7d3rx5/+6fn5+PJZvvc1tZWu/3ZGTGIsmoQDSXUTPKMR8+TsNA+ZjSaNPTPAyyucV84jLbPG3v74VuJY3j9vbm9tXx8Pzu/Q9Pjz+ovtzsN/mkKY0FM66B5hpeIn2i7atx7Kewqys2CnUHKR0odSVHwWz/rreC4ptRK1jQH7zc6OpcPy5xMnoZrG9iw7rOxod2qTXXumAt9V2QHrsGufG52+0bMbtOpa76Tp1EvGvfdCSLFFnTa726ihSJg9QUzFU9HxvWbdLEWUlbJLUqfP7YdI9dao5ILwsK3C7XB934xYd0qee7AbtaV/zzgvioYHnRR7soLXYQl6LSY981tdTeie46n5IuBDZy40OLcRKHqY1RI7W/dt6lW+0q06KN2jtpHEopgnGeZzI1y4LD/S2++o+/24x8/2q325CZai4lq8iQdlso6emR1YSJeBgoDUic5qLGZBAW8mOOpoSU0nTSKWcm2xa+pWG4kycdN8Prx18eDr88EY3b/TgLjMm4DDLkrI0dgLoJ5N5ZWsAGYyayengfWE5QrqYICHk3AIDP+VnNrB7aqaQnqs7YdmnctrPydmsM1x0OJjNray0zD9XD8B1dVgY8tBtbAeCmPxU2G/I0v5yOxtjth90et6/H12+3m/0mowzbmUW++8u7H/7tw+P7oyqlBFjxFC1kYCYzhQFqyEQAGaMIQ8WUdEI5UmZCAWbYaCjl5XQsjzrtbb6fT3fjdKvlzW7/ZrO9//bbuw8PN7/89E/T/MwALfG7OyEiN/yuYDGiRCcanfyu8bErrUObDlvXYhufX1V+UZSwulqB7j+tl2LSXoibWBGjbOUQeHGS79LWsq66E/yOCLGnFhRVhyRdf7vXOtxrJfvNOepBtOpcCM/lXnf3b+tJdP2OkNRei9TsyNGetBrX9GpkHYYhjkfUKK3eSFa99MTvxuYq9dd075qHsJqJX8WBidwPoFs/rYet/rQkbNHmB38pCVeNgVEY1n+u643ticbrSP9m6bYQxCj2tFsetRHppKUS0C6a0VFbVbOqlcJcWAtrFpz2W7zZ3W+nIxENkoSYmXXQ05yLKSureozNspRDTCkNOmWVbERCic0sFyPC6XQYNztVHXljRz0+vAw32y/e3GPY3W7Se7PHjwctM0ZPVpQwGQngWYWKr7YJAFtNMJAFIpSYGKJWIw7oQj1qUHg5LpVDAJDQEru2u6pVPWDHpWzXG1pU/pofAJgVoI6jSSml5qkquRAzlHOZH14Os5bbO3n99vbb39zt71W26XD8aNBxI9vt7vt/efj+Lx+Pz4UxMkgBJnhcF64ZHXwJnAEwMQoV5VSnCbPvaJkWK5NOpUhWOylOmY6WH+10k+anfDxstjfb/f1XX/5Wy/HPf/zP9zfD6fSSxs0acxCif63lN0JW+6QrxMJ0qjH5WrLWNqto548Assbi2LbYwnrvDYi7IOhPI6/Rr8MiuhaHtMFO6yb96nKwPWx/9jtPqxXCOvTDVY0Q29+plW4Uzm5z8Td0G1y/6ijcqvG2eh/i1nfHELEEupyedxXZtaDUnUmwUSRqnVayXerOdS+6weusZwhDvm7/NZn/tQlFLOrqOx1IxdLijS0mmvaymbXwHq3AuAe4rqtFg/1U7yINsZh9m8ppsEiLbTOKpS+VotdGLVSNPILhZf6LUoqklEvRPI1iu1E2PA48MxsLmBLRoLPOGWZEwgk8TRNokjSNWyVN82yD8M1OihqsTEmLCRGpilEh1c12HNLw8viSWY+H8vDueTvMpzF/nD++ff3ZV7/98vMvy/Flevz4ND2fnk95o2xGBELOMIYw80BEeVb4AaACCCHVFEC22CHrUAIAkojhIsgV4Cufc3QuWjJPgwHt7bHRq8XqVFdExFPvOOUjhzRqk5oRiKpDHYoqjKCSGCbH6eXh5fkwH/d3g2zp1Zt0cy9px5I47WTciHAuJ/vlh8PLgxLGMQ3EirJMgZd9K2aCKayABMaoB1tZtRSdVbMSWwHYyKxMVGBZC/LMxwPNJ0UBylR2+fTA9Nmr+7ePr7/Kpw9IF2bMyNhX4/ZfhZerchHBoaNYFVJfp+p5vHyawItljBdt4YVSQIwLeTcPRGFR4L3QDjk7XOrgq4OsTlo7fFjTp/XdPaTXNUb47f7sWoVlmdHhefszQl+rhS8dBTsMTF31jZubjS8+j+1YYytWHNBdEXnXTHD1ikzjT3RllKDVTrg/aQmtI/Q3dRhHKAJxxNz1YNvlDlvXO1qdXFv3HSv+a83o6LPuO4InXpwfILDCWm7X9AQu9qLWvYi0jVTC4nnYpo2RBWNTKcy82pttQ7EbL1WdTychGoX2m3QzYp8YWvJURIZiWspsRDwwc1LlaZpEqNgEPrDkZDwV1RlklChpolFttuoGTQWZYAazstkMsKLMhPH1/vObN7v/5U//+v7n99ub7d3+Zn+7HYgf8TJNubycVFUgHnXHpgxwSpyJiIyZQVRMCezZBEytGOD85hrFYDj7Op5JfTEo1UmhjjiDrJd5vwkCeGV2GaWy3pOR+smcUssmY6OMMs/5OB2yzvu7zdsv7w7542dfDrwpnCht0mZn2y0NtHn6OL3/6Wl+KZYJCaqZ2Hz1RWTVCump88AEMhZ3hwSpWlbNbv8jP/oEy3NmG6yknKeUByY9QWl6uH37mm9uHz8e7z775qtvfvvDvxURsjx3zBMlsWPpNXp2kruWjvZCs0JX6BAmIloclyrFL01esRALRXWTsLXQRWGJYIUV0HXo2j3pICsW3s3Or0JNxJaullZmXDZ1H7aKcG2Law0d8dvmzuCFpPP+8Hl6VUnZQU8Hr61Xa/LF8eha0L5tjtTNINaZs2I3KBw9iU9awMFYMgUXxgh5awrG3nnhcTj96oxdTRI6urded4N9ZuvLfL1YCVJ7LUJzN4q+uHS/agq6sOtUHM1Yha0sxev20KXZrdXrP7UhqEk5F6Nc81aI3jJxBJvg6WXA9taYxPzF289udsNOrBwf2I4lm7HlGeyex4RSMshSGszEjI9q0IlgQqMYoxiUoDNDmE3gDn5qNfU1TYeZKRmRgo+Tnp6mkfnN/vV3v/yQcTCzVIxnFpE0Up4mzkTExIICnbPTPWsREnK2gWnWBCTmtIRlK7DkZ0vtTPNzymRbPN88ngLViXacVSjOOOLD2rZ86WxwW/bMrpkZiMgjYVsd2fYTnU6H02wgHXfj/tX2/s1+/vDLV9/cH05zMU0D7/ey24+Y8fDu4ZefPjKNo/gpUTYGgXNWETazJSWEAcTExR3v1axk1WxayEBsnnuCadKihW1gJhZYLvPh+SXvdTimifEkN+V0uHv1+mv9cv7++3+BTVelwz7hzRVxLEJQRHxcokfDKLuMxdUBemTgqGAiTra6OiGKiieidkTU2LsojNX6unS/U12tm+vnayiOzYiQhUtkix1vO+W8eGAiuB54mW0a2vU9NqaNi3/bq5/2fSu3gbVeuth2HYh0jDjYwKsbzsg08XlnzLWVC0Mrv81TOBzNiX1u1g8LM4uOCznMa/xXDu5wsYRuwyO2vNsJjMwaqRSZMrJsx2rxiqTApeW0Vdo5m7URjBrRzDwBix+7aeWfEyQve2ld1+jadKnRuQlt7Fojpp9Bi43vxh2AgVFKno67cftSlEgGIdb8+rPXn7262yWdXx5EcplOUpQl5UGJTYQJUmQoRmpsgxim8kSEjXLWrCiJchGhMo42z+MgI0nWIqCZGfMMo3GQAoOx2jw/nt7/+Re92998uf3m9c1BT3aEsrzwlO4SDrqR2+PLSTOyTSAIpWLDnHWfkiTM+WQJsMQmicacuWAmn8GoGQMKMqMZxhN8Tu1UYYIxAZoLJ/Ezoh6zuuZTIMCW81VB/pfjWRU3zzCHqn4IZESqM+r0jpmUzPI0i0gxK6rHeX6eVa3IYJstv3otuTz+5nef3b/dvXw/53y6G9IolBTPD/LdH8vxiXOZOBERwQjKQB6ECGpGLEogtkQkigKo2rYUHVmMtdhRMTPvScCsZkKLwZCzJhk4Z4aCpvw4k6rw9kjfb0Z+8/bV49Ob46Oa5lJOLJSLDsNQSinLCZhmCm6Aw5cpeRp94pYkLnEcQU+cpazuzdTTAq1YLNOvKB1ExGYEaCkWiiqlyEre1+qhw4EOUjg4Okc8aY3poLzDuojhdLlsiOjRHkY9GmuM8B7fWaHNBXkvSLrsvkdDXOXqTp1EGIpQ3p5HrRPhiS7ns2t47Z7Hl9cdWG+sxcGLN3SpbKM6iYMdy4ndaa1q9UYaaQjkFeul5bQmVtcavr2cyLixNL7m2N14KzJWG6bWtq6D8SdmBi72J1sJ6/GNVTfCxmKvDlPs8vqFNk9sw+RvFlUhyJCmUgAy8N3d7Zu7m+1OEqnazKIQk3E04TzNfMNsID89U8DEWUmzlsk3twt8laFKxkSUEmeTBBAnFCpWOBsnYSBT0eIrgxGG0wGPOn95P6R94gHzzc5IhimJ4YVOaZN2JDaVciqAQjXPL1by80lSJhGGgpOxYZ5PqsoETh6c2szMA/YwZ/WI18DiX02AGQFMqgomFk4+IlWdVMEuK0oC8Iw5yxAwM+dyNlIlInaYLqVkTUnmPI/bzel0ejo8bzabnz78knZDStjsZX+TeJxvbrbf/O4rNZmOJ0nCRY4P+uH56Yc/H3/808f/b2Nv0ixLjnOJHYB0j4g7vCFfZlbVV/W1Wau1kEyS6f9vtdVCJmkhtaynb6ysHN54740IdwJHC7ozEPS42e2W9jKuDyQIAgckCIJ27odfUSq0pqlehV2o8CXtQm1qXRJMEApr4gUBIIUkIU6Iy3FOWThmmb78km06j0nJ77777mmQl6+f7TjXmdal0lub0iKFnQx3mt4pQlSBrTo3yX/t34gJeqvM1+jZwiOvfSqt6+ObN1sdVZXh8MzYZTcxsN6PA9wtFMT3o8dlS/xr38YZkmzSquX4TWcbtsYKAby6+hpcxi73zfbj9qMdZ9d1pwTzc/O6SWpc0dkKUyegHYMi4jf4jnPzroc6MxA7IPKko7Cjp0nS9qvG/I7CTqpaUd1i2O+wbsuETi5v0nPzUfdOK60bN9xgNYsTWbObu8rbx8cffvj+w9t7K1/KdFafdfC5EBDoKMjW0kRTmEREk4rBbC7wmT6JCKhuSnqWZFky67I7ElKiAxkq7qXu2gGyOL0Iip8M869fv/v7tw7/xc+GdJ81Mb3o2WGSU5bdmFGm2ctkc3k5PYvlAw8Pd/eJSQokebFCASWJg8LiFHeFi8jkVi1KPVWNJGoaN4jXw4UJAAJw1SDfxIzwenTC5cjtVV9qbF4tlmpYxyVrBPzLy5OBDvvtyy8z5rdvHvYHHcaS9yXv9Ie/vP3xjz/853/4pwR5c7jPHL7+fPzXf3z6h//05ZefziqHmhFOINSrUUuqB0+4oTo5AQPgy38KGNxoxgKKOYdU/QoirAteMwhBKu5akMukTyfB+ZR8nuf3f/y344cfzMrLy1M9S1BAASUnxcWJHTWiwW6n7Fs5lHBtVSOJLkMHSDy8rTMqUd8v87AKDjU8YaNfr9UYH0kYGvLaZHZ/RpI6yI0a2s0WIm7ED+vNONDxdaNkK7k1dgsLcj0IaPfjnW6EXa8b5ud3EDzibwevWI1bbOfNXu8YcZM7HaEd66NbPE4C4tWVH0mK77f723CaSm13/3dk6Oa1VYbf6RV5ZVCzjW7C9Q7k7YqLu4vUd26v2b7WiuhnaB9ew99t+4QgJFjhYCtRVT/dCU37/eGPf/enD+8fUY7wl4SzYErJOMAAFlATuSwOJ1RXHup8QsXpE+FJxFy8OIwqUj1gZixmJLMoEkRkwpySQFOdZkCz0BTy9PT1h/LmQf1k/OzTedjlDB+SQF+ezuVYOLkUv7/bHd4c8ORfPx0BjnkY0pizioiDopkQd5AgUVBUNSWhI0GoEMC8ChuTqtSMpXLhWwdnEY8arKz6VYVESNJFVLiky7j46IdhOE/PZslYXPDl25ezne7fPmTPD+9246jDbnjzfj/s8fhm/zJ9FbX337057PbTc3n6zX/5l/O33yTjoDmvTsElvVjtdQB0SULWZKkQCAZJ5l4z0wEQ0nx2FkBBz4SjpkZNQhFZYslSPYZhpsuUi9jx0+S4u7s/vP/z/nA37PbT8WnMonTDFbuidHWYEOWz6XjULFxjXURh2YyhfwcMt2PTRpheR3xtKWxkxP69nun2s7EOTrvmNLyKI9ct/nQgHKWuqytqd31tu/TV/uymGRG7JNjFyC6E4+au2Nr1XHeTt+ZfsWGvMS4S3Zb6Y/Mi3V2HdUXF19q/2+nU75AXX2s32xiq8bTjSQe42yqaqHXC1/G5+91JYdfB9c22fLclXq71cB2OXWa7rRVRr7BRKrk1yGpvbpvQld9xZlvF8g5Z6DqMf/jTHz98eD8O5fn4LfMEdS9T8ZIESGkqJFC3eYmLqqL45O4UFVG6eyFNOLhLmeEOcWoSTfnMmYVCV9VEMzJJrpHNhQ5xiIE0+ovL8zTdCf9uGAZNP/v8YrMpxnH3/u7+9DR//e3LcX7yydM+3717KPRysufj824od+lONbuJGyGWvc1ZlSJLnje4uCgpWhNAKEUpajBJmtbcBMpL+uS2Ztb6/TWRIwxcF2tFXJAwmHsx7g77L18+fXt5nvykQ3r3w9u7hz2Uu1EfHu/O8/F4Pu0e7x/e3P/68WMeOOyG56fnX//27a9/O3789TRPkobRcc5MADzUX2dsK8K56gBARDWBXuiyHJbnpe3BWKP5hDQ6NKsu51Qww4B8nh1JOHkezjmdz59/mnW33+3fvPvu43QWcbPiBIGMq6WOzscb0WkxBrViXM5Vqv+Ta2d4k+0k4m0rWZ2nRdENhTSAwrWLCZuxfwSlhuNR6zs0wyuq3Won+ZqNqVNeCdshupK76zVS62JBFy31GjT9ToHx2t7Pv/Ms0t0146Y9aHCz9f/w2qQ3oWkGoz3t8Lc96mY5XbEIUVhNLm9yPBrwDjrbGmZcwNyiZxPxSEajJGL0lo3bq+2/acqDjZ1rvIoznvZy9Dl0updC9tKuL7bvd70ZO1GuzWrXR5196toS0VNqQL8qXPa7uz/96U9JOU/PWSawJIWL+1yAZOak5DwkwiVTmTQjUTmDNb2ACFmTftITCaEDmMtZJYtTgKTqFCcyWFzNjXQFJamqWJlQ/Mjdt5Pt1Q6S3qfhPOg3KXNxVdw/HkRkGN6/ufsLaOfjaZqK7FKZ52k6zpiEDjm4qrlkSaS5e5IsIopEsm4Sqhtms6uTIiDNzCiSkkK1rvIsUwoBJLGmdiZJZq1m63Lary/bPS/yNgyDu0/zXI/FO52P356erJxP55fdYdSUHt4fvv/Du5fTt4d397ssKcl8ngfx+/v7cczzab7b3/vMn3/5+rd/+fLlC2qQecpCW+ODmvqsYd/1/6vVWSB4FbxlA5PZTFIlU0XAlBJNqImiDhU3dcALNdOBlMtMnH0cpvO33zTf3//4x3ePb16evh6fvqAUGXPWVM8Rb5K8VcDONdINv9rLNdUrwiR0kdiUUPf6XBpzqaszD9EGtEGDQgAUv5HOuAu/ip6xmvawNUQ2QRONkjhD2jatYwsCInXIWX/HfTwdDneYEOEiXrLucokgEJ92wBjhKL9WYnezFdHu/E7HaIgZ615rLW/9EUMeugZEmMOtGTSuJa/rpG2DI5FbXN42p4vaQtgAGEna9l90l8UXtgzpHNatohiZJmtc39YkdM1hzLSGqn43vJ3t861gdcasvR+jS7r+3TYt8grBArXqUko//Phhvx/n+YvM35KcgUKjEKrZC+lS05CWaYlFNJAqKWcQ5XI4hYBCT+Ca9tlJKSCzANCZBmcSNfFBk2IJayYpHA0usGn2s4qVk4r+UXZv0vg1nT6evoxDopU8Jh1NXDBjPk7MOt4dfLS7u/z2w+H+/qA6no/+/OU0TWctgmSCJGoUdRpYk+xIgeslkcUSY4CU1r672o4Wu4yypA7S5c91/AE4PWEoZZ7KfDqdZp+dfDkdn56+joe9K2fY47v7w8O4v0sP3304Tc8FfHi8P7x5P4z+9t1hSHk/Pjx/8S+//PbTX798+vX8/JTMlaRNswg0X23Ebn9wEaGK4C5Iqqp1MegiAYRTSCsuOaeUIJqSCsTdCVdRMNFMpGTPYhmTl+MZacbpczk9pP27x4e3x6dvUE11E9WtaTqAHMxMqgdx3kLh12QVYezb/tx+uEUbCYPUZXBWz44IyLbVpgiwHUp0sWpd7djguFyPknmd15/Xo8abaH+TIR324noCEGnoYuo61jWOxYU6xsi311A4IqmGuMYty2Krur6JrY2P6i7c+HnzmXZtaKsIN/tvC/Tb6uInDTrr5DQ2jdczs67wTgRb+a2W5rjr5nathzopjNW1z1v4QyedCOrB620KkdW1UasrYJk7t6dRpjVkwOuEMrarVfFat25nY133dbpRxS4N+fsffihlohfhDD9rwnScachpUKKm8yzFVdVTbTwJSFKnFZtZaGbFLVkNElMSIO92ezM70wA4BebunlJKCklJKcWtFCMByUklW5nOL890UX+w6f5Z0iAm+pwEdkpZsup5eh6H/bt3b1XyPH0ZspqV+7e7tz/cv3k8uOnnT8/+pZRy4uyD7FJKkCFJVnFIzdZD98XEqKrkAaW4kOQwDFJxHKCKT5W9S5o4UKy4leKAyCWuiet2omJmNp/n6Tgdi5vD3D2N6WTn/f3h3fvHhzeHN28Pb97fPZ0+p4wfvv+Qs0Jwd5/GHZ+ev85H/+mfPn38+cvz0zSdc5lFNWnOiZ7Soa4x9ehwpVeLACS5THNTSmn1a9DFjMhV0SACCH3JFA6XTJvVz/Qk2EEOln0YMqan47fPu3R4ePv208dfxZSweZ4VV8jbQK2pXlTbKLdRnjuhbdqhqnDWtEI3YW0r5FhDD9pqAkk3E+3hIroBukWUlqpgi8bttQ4Pt8swW72ONN/EYQQ46jS9TewiSbGuSG1rfne1qmMrIgG5tTxOWmM1bXbWwLpV3CFshLaOlR2G1jtboK8bKmMfR6I7xtVrW1cku1sz72aULRg69iKvbXW7H2YVwGbeHcvf9jeC7eHGGGyZFvseQdZruGAcR2AV5dqW5vltLGQYkkR2xW1e2FiRxvaYQinSFgWrUXKlq+bDMMzF6SBEASQUL6pJ0u7x/ff7/b6UryNPKLPPnG3WZUMiQbKQRNY0rek3xixGfbFE11TOL9NEliQqksECywkDxArN61k3IjCq6n4Ug415BKBmoCRNk5nDoRhVplNm2XH35YkvLzPlOb+5G30/GOhDJpmK5mJILw/f6eHuR5vLzz//fLT5y2QsjjIVmab0Se/T/CxPz98G7NJ5yoPkrHl/D7eJTlIlJyjo6kUBFzFCiyPDnUaKEgLRJfz6ItMKMXdfE+3Y2WGnaXqZTjrjOB0liZkPu9HPNgx5v8sY+Pj+u8PjYb8f9vcJcoYfH+53Hz58eH75CJ13Y8JZ56/6t3/+/OvPp9+ezqOPdKgLJDNBqKJG5Cp6sZercCyHsS69a7MRKpJSzeEnaR3nsWgiIO6eKrJJSlnBuZQ51wREugfEHT6doNwlzXjejWcfz9PDsH9zN306opiOI6xEWKhVpOt5eRu563rMWhxpYXWwR0m+BNqsiWAlDIUbgHTahBXQmhIt76TLQkDUi25gulU3XNvRqHpdOfHNCCmtmd30pd2P6NpwrIPKSFujKlbd4YNcW6wOu7r+quJcfZ65+6Br5xZcuvOFtiDbQKqNxGMzWoGtq+JX7c6W49hg8ZbO2IuNvCgx8XdHf/uxtSu4ljZsrngzOq86X1mkJ1LeGBub0HorGuloBuLncr1jILI66likxDdBO+3z2JUdkd3v2B1d+a0VSTWrkkZpam8//vBe/DjKNL18TjzBp1JKSqlKJZcVDnGhiKSkDKcU1l5kzSWTVGTdIgiISLGyrrmKKKtPZkAyLsMaFRqZRco6ijTNpUCH7FJKYTmdXubzj77P+XBK+Zv4Eyay7DlkSz/83Zv3D98BL1+/Pk0vz8cMkZTz7sMfP4wyno/+5ZdvXz+9TC8FTMMw7GZJrkrobsjqcCtQH2SXh+GQxkPWARCzubycjvOp7DiqakKiL8JgZrOXMe2Ox9M0TWazcyaNmoqgSEl3Yxp13AnJw/i2zD4Ow8PjbtztMKQi55lip/nN24e7x3vaaZcHiHDOp7P++vPzTz/98tunF801lC7VQw8Fy5HjsWfjpXWLrXsNrWxwH2dpDhpdL3MCLBEfSRJqagcxM6pkraMOCAQ0dy+O0/Fb2j2mu/Hx8fHXzx+r44XdcgKXbOpbQIj63kl+hJruhZvwgoAenZzjGpGa5EcY2cJad22ru6loWzWMutbBRdeWrurWkOaYiagV642OlohL7Wkr+WYrIg3LC6w2Hugi37o+iHOFm/zq7rRReaSjK7xrfFd7B52xqJtq0HVzZ4265nQlcGOBPGyi7uY6UVg7AxaFstHTEbwVnS0ZbZ6xtQHBn3YlapF77TTGjtpGGK/NcGRO5Hkn1ggCtJXjyMOO7KRqZF2aXhLLECRN9P6w+/HDg03fxJ85PxFn+lylPIl63boC0mwdVKnX3Fy4DMHcC2EA6OLFaQoqxd0uy3VLV5Iky1wASI0UljSTiYTXqDM9nsvdYaAkS3guVo7z9+mQx5zhOtiQwSRDluz+6es//Zu///A//S//7l/++V8L/P7NI0RKKZmHcRxhePv+4befv/3yt6+fPx2fjueDHtUGmvCbDImHMaVd9pRFhmG42z/e7w7D+TyfXp6fPz8dXybCxrzLaSSV5iKAUpQ/f3uBiGbRRPeiQx4Ou/24Hw531HJ3nx7eHSDFrABSZj8fn8ogwy6/fXN3t0tlev7w4bvdbvfy9Snn4XzWb0/27dO3//IPv/z002fHMObkpizipuKCJY+qA3VacCX2IuuKvbIGfPfyXEP8FtlImhRJASx7a0UoAlWhc9mkBIrULblmNs9nVaV/HsdRDvnu3Yc03hmPaiyrjNXoAK7i1+R/i3fxR7QZDH4OhllR9/nWujSBl+tA563ubDFni9FRVaM56SjfatlN/ZVwtRojLv0OYV3J2FwdhsTlBrQE6No76q+KbWevVPODDVa+VmW94jSzg+/YlzExzGvNbmzi9XWTht/pj+37W/TfFthxs92/ubz/WkVd4bEtCJKKW5rQNYrXY5bIz5uVdqz7ffK2lNSvPGwW7mir5W99m51I8Vrl2tBSJZMQdVLNvL7o4jnf//iHHyCzz185fxXMZjNYVHayLNkuznRQlhNlpG48BEmnl1KKTfSyrMgTMO2EYg1rSiTdjKTN51Q3/ogSZEouQiA5ZqGfTXyXRoNQDnYu5a+Tv5tBd03T+4c8jMMwjkb+7evXf/yHnx7u3345Hj35IR0Od4Mf50+/fT3/Nh2fTyhpPz7+4d/88f2PfjqWj59+mt0mm2S2yVHS8Pbx/fv3b3b3w+n5+V/++vE0T+eXaX6aMUNltJ2fpskdCSkl0URIIS2PuHvcvXn/5t27t/ePD2kYv3w7/+23T/PL+XR6KmcBTn/405vHN4/zfD6fz0Uf/vznP6eUpvPx/PXbd9//kHX853/4q84KGZ+/+edP599+/fq3Xz5PZz68O4BeZsyTiw9g7WBSmBYJFL12CJPUhFSNk/sCQW5LtDkIXGC9ChJUVKgJaNs5NakwiUAJKB3QZU3LiysmP36avuS82+8fHud59nmCQNGfUBBFsZP8DmTb7whNuBVktP39O8jT6Wx0ZMXPZROR28FCbMJWo7fGqXuT1/kBYslNkTuLtYXoyB8GJ96Whx3Dl3IcNdr9Bu6tJkpEzJ3k7cwx26uRWw9dji3pmnFFyiu2QUJG7fY+N/7K+Og1eI3IGFvbNb4D60hhKz/6Utv63pZyBDmIn28JjmW2b3WTSq7JR8fMWH7sgi1vuZkFRnHpyolf+SY8PfIt9m/3Yfsdp4yxdltFzcxkdfSlNOzu7n784w/T+ZOVJ84nhQnEKOZGirjThcRy5hoA0um0emKqFCOtwFlXhxx0o7uIK0RcxW3JOS0iAEU0Ay5y2O1FxEF3OKC+nMhg8wRXK5AiCaI7HO7yNA8fkVTGXcoHyP1URiki4jl/t//x179+/fxgZ+ibh7v9/cPD3W5M+TC8BWWe+fTt/PXT89O3z6eX0zRN78fv9Yec3+iBeBge8+Hx06cvP//nf/rb85ex2N24Gx/vDveH+8Hm0/llenEIEsbdOOY0jGm318fHw+P9/sMPd/v7u5Tz8/Pz09PX55PMRfaH4eu3kwD78fDhzbvH/e7+IJ/nr3/+83fvv//Tr58+//LXT2K0s5Vvfj75L788TSfOZz0e5XTk81OZTjru9poENpS52JySJNVE1ASqt2VjFQCRGsHXBCbIP8k6biBZt98sciIA4HXeIkiynD1BBRUEF/+yEz6VCXgZTl/uD2++e/qqnKGqrRZs9D269NuKbPQ/R8HeYkW3hB5faKsJuEb2raWJ30ZNjMR09P++pensXPwkamLXOxFwJIwjZWNH25+RUS2EAddOjoYYHf9bo0hKCEJhNBPrSYyqdUh6nfWg4+zNO3GYEB/pmsqzAnfDu47dCH15E9qi+dkaD/w3Xzd5FLG4C0OIbWlfedgAFEv+bxGaVlqV2obRW6HfqkQE9G5cFslrvIolNxpiE3CRjMsnN8dor1WHWxIf2xg5KSKEiBIQFnPSzCkYht2btw+Hw/Dy5cVtUhSbS84ZNHGCcKe4LssCApJKd6jTEmkGMpFMglJKoYPiJj67uBBwWNKhIlTdhdMau9urIFlduaeUUtwK6UnERcg0nz0ffLeHH9TK4eUpFZddvqeq4eTz7N8mH3wc5M1Bzv7y/bvdsNfz06fpG87n83RWiKa0A9Kbt3ffvXsArUyT/VY+4nh68nLm5+PHk7n5DJ/+3d//4bs0vru/twGnclYngBeWjx9fjqfnUkoecPeQH+53j49394cddPj46et5tsO4e3z4jkw///b16+ffnl7OJPdTPs+nf/3bz4cj/u1/95fvf/jhl3/9+OmXz+XMcuTp2/Txl1+mkxRXL7vzNBtHlOSmIjKOmbSMHZx1E6uq1LU3oMUBXZDrCqZr6DuZVGuEny/zHA+DAACgS909VIcFtUhVqbkgIKypiUTqIUXMNSi3zLlM5fjt4d13eZfNh1LqduR1a84rytsJfCeuHTjEd+KIcwvu8X6sqNOXDnC6N7tCmo25WV0sLdYi1wPKDjY7Zcc1bsRrS0y9E2MKtqzrrIuqXpxvAlwDWkME36x8X0IPOtjaMn2LPhE3uzkaXsFirkP7bqGiA9+u9m1RHUmR1zfxEddSsi0EG3nl9bgjlrZ9FO9ImPS0O9wMlKIERN7K9ZCtq+imDZDrAyA6tnTRB3FUyM3YqpmlSHNsWicAnTi2qy5NAzWOK89W6LLf3/343RvYCXZWmZKQEDUmVwCEiAhFgeulVFmiaekAIbRis5fJ3cWTO2CNmw5kkQR4jfcVuUTKiDC5ShIl3VUKzF0lCTwn8amwEGL73eiW5zNR5oQ7TQcTLVLm8wlzHu6Pj3cPR598Ovt5Lm4yjCmN+2EsLO5HM7IYkbKMKOX+R/OXdDzvZ3qZvo3q6eEND4dpOhebpjIZynE+Z0ua9qbp7/78h1KmYtM8n83maTp/+Th/U52Zvj0/l+KHcXfYj4AeT9N8OlMxjnkYUfz58e34hz99+Mtf/vv/+B/+8bd/+Ph8nE5HHr+U6Tg/fyWRJI2zD5QhSbJkTAYpqqMobAKYBk1JtAIFIGSCuwBLvh3WXKnLFmghSEMNLRdJKSlhqlnqAhvWCezVeLTTTgqqm9VElQJZtgrAOQuTIJVZysmmb4e78WUuPq3J6QERSVvBeyUdQCelMdSz+z4Qd9H0NoKM4F6ra46cm7oZwacjpgONLbRGm4Fr70tnANqPiIFdgTehe8uZDos6mls/dgQsq3q4fBBLWHIbbqZEuYMtrlOcLopuawBiEKGq1sglvT7UQTYRWVwTOXRBXDcNDDcG/CbTGyXxiNXf6c6bUtLu6HW0ZTcaiv3RFRXFtP1m8ONtTeNWYrY9FJdGee1k68hGkI8uBDz2xbZbY1uauWrlNBpu9lEA9yub0bZBqGpKyUGmdH//+N3be5s+0aYEwjmkbKUkYnYT1Mg3cYLOuvmfZpKyYtlvWAsv0xwDBUMSaE7GZT6zXqoKao3sctZJPyrHsoogS1JJmPjiPgtdsqSUfDi7z4OmQQcKXLOrjBh5kufJ8pDLfNZkSSD3o+S7YZ8cWdRIL1PhWe1k59P8n74+53l/GO52B7/bj2/SW33z90/3f/zoz99++ud5+nR3Pzwc7vWM52/++flEfh7HvN/nh8cdgDKVl28vL9+OX4+n2amaZpLTWdQlp4e7w52MxJyz7cb857/7/s9/+cvP//z5P/1/P7/88gUyfv18nk/iM3J6LI651EA0mM9ms6hXaRKqFSqVquB6shzUfY0VWCNfcK2qi3iLahJ1KQ6XdfbMOC2uOtXWGlVE6MI1PKH66QzQmu3bkBxGhWCe52E+Tefn/cOHl6/Hbs2m1BCh10Wx04KmSp1eN5Fuhf+OqnYeoC1SR7XCLajZwkinZe2Tm+rGzagxVhf7qH3SeTVib0a2NNXgrQlZZOxNLnXtWm62QLfNEP+y7+dmeNVNcGzepFZKw4XYnu30TYLBiCFekaBWdWswNmdLNIjczidin3FjFWKoRidPrUUtaCLm3IxS27U69t+Wzq5RkWkSJkmxUVF0tk+bfHg4xCx2eScQdT9QPZdPric0nVw2NIk8b03GtS5tJR5x34MIZmNWqBRQ4O725v3b9x/eYYCfnnd+EvNZdIJrImaHLB4ZoCLkkvtZAJgJtJAUz5TZZ2pRjtl3ggJx6MCURE2ookwpmc2ybvtYOYZSSFKhJNU5iAIKSqHTJVkuzxlvkozz7sDDU5rLueCsMg55gAzDbuezlzNFZHop8DtNlveyn3XAzHRC8jyASUtOkw6fz/71VL4+6W5vSN8+7Hf3d3/8kv7w2/v/EX//v6aHHf+v/y397X+/f/z6+GY34LDbT0/lb/sDSzlOkyjH/bi7u9vvcx5z2u2GUgrIAZrURd20uJrxnEY5vBnv370ZD+9+/tenf/9//8df/uUjX+7NbS6puEIGegKzghBRcHZTUZFJ8jwOu2JCuxPMpNGnOnIgPKeWrkKFYVa96rRC4GRycTUWCLOoiicX0FPWGoRNg2nJUGgGjAJJCuhcTBUiTLo6fkUgopInZ3ZwMhtFTkd5er6//wF50KzqpLmoTqVQoM4ELfKqD78FszUtwHXEcFQ3o7flJQQXHwL0kaxD7S24xYjZbeEMaypN+6KWRXyPgNAAqvNGtG+xZntrCNCPU31JTBvhJdYb0bg2MMaXLcQviW5XtNQlKLuVw9VJ21qnuhxJGBc73H0YBrSkOwzm9CZet1YxzDMiRHYc2baz66fYNxHLtktzHZ528Pfab70OhYhLKa23oiwyjO5bo2KN3e9WfqRzy8abRG4b2Gxbe7nzmHVkSBgrdYMXCUOSyNtYAjeDrO07kYyb65BbxkYTqyqFpLuZaRbJ6e7u7s2bBzu/+HxSN7rTxUG4g77ywsXpBF3gLk53pxVCfFXMWr5VtxxQrKYjqmc/6xC2KdQEC/GcEhHhlR9ASOSUSk1oVFjOvj8kA8bd4oRMdQe/snr0SpmFgGanOaQUHk84z/Nw9mEU30saoEI7nefjVObj+yG9eT/u32Tg7lP58Zfxf/jl3f88//jv/v7+Pv/4L/bp/2F5TpO+fPv6cnz50795+4fv//jx48fffvn107ev4zC8OdxnHQ5D2j0IMBR6KcVspjINOu5HAHkc7u/vcR7+4f/99dMvTz/94xebxmEQujhEkkKTaAIIMuugCpLTVEhTVUmZhTTHRbOaLqxjZF5JLAgdUp2uXIsYgJoCbkGV2W20GZqVVXJUcoo6Qi6BCyQqPlY7MUoCCdQMebPO0zydxiFhHso0J01uywFCKamIJvC62FfXUTq46OW5NlauCtlC0HZMFmOpGqhGsNLrGLNVRBf96jx47cdruBFbtH3UtWt5jVcxaV0JXRujtVie+mXvcTMNGvZ3ikgdacaSl0e4BPHGknPjSEfETdCPfImcfQ3Obtqezq40a1f/7CLibhbSMb0zG+2drQQwzEiaPyra/63MxffjnS1w36Q29kFseHutDViiqZDfDdCM7WoFbunpLDHXMRE3p/J0BEdebX19jVG/03yRxVcGVnvPcRzv7+8Ow3B+eWI5i1uNmaY73QVKGszcQAqr38ZAUuqOHwIKB+iy5r6rzBR3N1N3h6tLbaC5L2B6GWSYJ0BFXcCYaVEVCX4qSRWOcnbx3ZB5t0/zPJuZSKrrVzIgiQ0cAdAonkijlHkmZ3MrJSNlS9moYrPn0/wAHD7ohwMz8a9l/Mfhu58e/lDSo/zy9a+/vYy/ffnB0gOHn355ev71U97hw9vx7vGQd39I4/DLv/78/Pnr/HLaJd2lzFKo4irIOh7ysDuk3V6HnHOez/7ylV9++3T8ep6OsPP9Lu3nchbNqoKcJOllNIM0ZDiVxaGiOgiSmzPkNm7eknAKK+qhfyLiy9ygjn/rIauCdW4kwRUGEXdzUJWissZbKx2GJYOqgpKahAuq9aJZcpZlHsJUdDpzPr+9f/vz+VjcRNTMNKkDrGdeXEPta0D02qOLPDdNAeQax7vlWF4P3DvfT1QohM2bna5FTOBm8MowJr6JBu3l9kIH4x1WwNcc4Jurg7uuCS0S9aZRvMzJrk9IumTMufYMNfzM3Viga0NnA1s721A3rTkTb7bHw9b6m62NDIp24nfK7H7gFdliWL3v+HVTUmPDb1rNLTEdu9rvKAEN61/D8c7wdDV2UriVV16P3bac6bQl1vtaK7o/I5e66qIGtmIXgROph0YnHRy8u7s77PM0ffX5SX0mjFRxCI0uAsDcHe6ggWveEyeTqjgdAEFnMc7zPM/z0nYKKQ6yppgUJKGZcZH1ReeVsIXymuxGNAm9ZmQBiDFlKIsYikqRw37wPfJR3GajJE0Ur6olVKUyU0ty98JkNrsLNedCnKfEoko4d8w7Hex4nhNmkqePhy//4Yf58DTrt/17Kb/6T//l5eOX/3L8zc5P7x/fvLu7//Xz+ev/8X9++PDD/eFef/jxKR+mp6dkZdSMYaCKZR3v9of7N7v9gyPNxX/+26enL+fjl/n4NKvn3W433qm7i2fJKaWMpEgqIi4EKSYEoZAk4khIJKzAi4nXtK0ACFAokGXYpETlparW9dWJplhtz7XQqmoSqoJCSYoE0dWQkO40LKnK611VUVW9nGzgRhEzd885AZ6L2nQup+e3b98Ow27WqdpEmqecsB4B26lAB6NR67s77T7r2KdJdtDBaBjiULLdb96ILUO2lMj1cH/rgutUbEtwK2GLHnJr2K3tHWJ1dF+93wFvBFLhBfoRnIFtFMtLkPCNJABAPRKx38iPan4aoTcdPluGvnYn+jQRIBK3YFQ2860mu/H92M2vAV/f1N/1zrVZRbPGLQiim3Dc/N11WysqgnUnGVF64uc3bzZBfM1svyZtWw5gI9xdz75WmlxPARlmS93nfCVCjyH+PiUF8Pbd490+zS+fkx2FM5w0p4u70YUYuG4yrRJMCkChshgpCmGdSBX4XGwupRR3KGT1/4ioQkXkIoStL9ZDChQIrVaKC8StUFVHJpWRReaT372R3Q53By3uIpJ0SOopAYmQIlQAHMTMYQklbKlAppGgeTGfVfV8euvHMqZy0PKn/WfKv/fp83zel2//nD593j9/2yXo4x11lpdP+yErlF/Oz99sKqaz3A33op5Bl7EIST4/8/n5aOV8PvrxPJXJphcTHw/5jQip5iiSmJhSSshZUiLggrroJSDERUzEVOEUuMCTuyfWeDVUw60iicoEZZNnEIuOrIsiy0yo5cJWSBJVZZ02NTGoiY4oANWViRStAbsmSCLgmjpJJKlCUIMUAIPNxU/H07cvd49vHg73KHY+ntTVzJKo11jfa29YBKVusVM26/C4BqtOQeKdCGgdnrbVaF7HlHZVeFhij087HNgCTndna/9iM7sADRFJmhiuyKvXLrkepLZaor+9PV2cbyuFnR2VEBcW2XjJeH2trn4T1KIZiLYq3t/+wAa5ts3eLvnItX3afhXfiYze4mnHaAmD9BZfEG1G92Z3pyu8Clz1GcYp9la+O+K3VElwdt2UjC0lXR9vP/l9mY7NvFnCVjxiAztlviqBCpgXg6T7h8Pj4/1+lJfzE32uu0XcSRNSWBecWdfFFw+MCOgiorNNcBVRr0f31KdOr0lJJYEKd8AVyZ1JZar6v0KjLHmms2zGK4tKwrJmQSJpDp/PCozZ7w7j0xGilrJoyjmrkEkMdWc/Rd11luVIi9kBYEiaYaCl2Xwo5B0mp5R0oEO/mT5/TIcvyHI8Pd+nOzk8ljI7JoEll72PZjZ/YfGT0VUyRKeplGmeXEyxpH9wwtJcWIoklf0wCnaiyWjQlJIgaTaRpJIzJBHiApLiIpnF5nrinSaKgaz7dQtbSIGKaj3TTw2Xzo26EFNh1gmoEgAk1UEAnLRlJnWBQtW0GBohnUaXxd+eIHB4gqY6I0o7EYGbKJTixcrLy/T18/67R9/v5vOpyCrJ626hm1oQJfa1IV33fpT82GRuRqgRSaPmRkuwLW2LMB3IxPIjVbIZv3aldZCIgEJX5ZNEX8620oXaVZEa0LWwi5tQf/OKM5P4Zu4q43XEhYTRfWzJ1q5E/ArSdnXGA27BZQd80aK2ixtzuu2ALV7fRPAYbhAXflI4/XBLVSQ4vtDJB6/PAMb1OltHav03Zp7eOui2Fzdjgsax3yF4K/Qd2dHGRD2JqiXBAuEVZWi/zUyULEUH+f777w+HHe1bwplWqDV4RoDLMZTLApVLo8FdasI21AgGuDkVufJ3GWlxiQA0o7hQEglxQiGSnK5QwKJgxwamlEqxnDO97j/JPjs8eZl1p4ddOp6pcCglyXJgQBmX/Uc133NaStS8nG3qIJ05DcLs7ip7m2czGwR3Y4KkyXia7WHWs72YZhkzMCYrqXB+KfOwcxZSjOI+g0omNy3Q5dQFpCwJUE2SlcSkOjjFWJKqZqVmd4xDVlWkTIBylaQcRZ01kStclYUsFBHBuoTTQqR47bcJHS3XDiipm4yx5OspbiAhAAVOQEWIOkD2pQiA7pZUaqx1zRHnzuodLZAsyWn1qNRMQbHTt+fD/jykZTolKmamOTUit/oYxfI1iGjyfFOJ4ldRhaOCILhVblYXIfG1px15DLm0IwHxzhYSu0KaIWS4AAixOpNrmldc2yMsy2m+FNcMQauuW9pYmnDNzFhv/TZdDrgiWs63rj3xjfYxXsn+jQBMuMayNgntIFJCBGF8FLG1kXGTsJvmARv5w7UgdizTdYulXqcA6Fa8Xqui/dBwHFFszpY/nYAi9Fy0W/HlrZjGr2Klry1vNiJj26PmXIBpo4qxnAjcCJ3V/o1d4+6DiIuklL777n3KnM8ncKYXCp1CF0CUAFVI0SSClqbFrVpuiIgJ4KxBcCKsMVQ0J2luXuqbsvadufuSi6z2siiAUvqIeQApJfeS0q6UGnPMAh8d8zyP4zgMWZe17bXJknIeYuyDqrqouzPBvFQ1FpqK1ONNXU5DGgbdueKcSgJl1oMNU1JJNiYRETdxjGeW53IeUi7FVVw1qWSKqAwuGGEZVM2qipoWj9SkLHeL5UyJie6mmnZ5AHI9AY4ABaRVrqnskbIPmrK4AxQzlFJyGuCy+NDWI00hTJqaaYl60UWviAh0PYGBxf2S6BpQkVT3iS4bhwXrWEtEUUVKlyHFUqQV6iBW6EmEVHWby/n5RR5e8t1eFBSMeZjPU0Z2N1lPDb7Qc8sa8Xo2E9UQAY62qhoVJ/7Ja49ROO6kB5D4YaMkrjVEPYpvtgLjC3XTRaeeXXWdtkb9FRFUC3QNL1d4yyssqtf2XJ+bXI3NrKVFw9PMasY1cMRGtoi6xXtrVkqR68MqEELItr3e6s45cz2vM6J/q7p92CZMEdPb71hyB4L1aiCbUiqldK/VQmJu6cYjVS2l1Ly5kaTmh4yFRGKiz1dCsEeUMN5KPhQbxWBvorBiHQR1L3RVNw53bJfNaIvXNmMruK2xUalakyuXSI7jWBUg7j2SJeW+16mPQaD6+PZxt4fi2cpR59lsMhM4RSHuZJbLbkTWqYN74xKV8HrQnAhAK3SjiIgTbracuyBKJYUQJcdxdKgQQxoVDiSFMF3UNbYopV2N/3ZCRUYMODvPu+E9Zvs6Djszg3MYc9LR3YuSRNbUxMxF5/PZwDEPwlxKYU4AXNwBsRoA4UkFSLO5i8ueg6Sa05qsez2NSSTvCih5rFO7mk3AyZGsOzLr4alM1aQgiSAvE5RlhTgN1epoHlqfuqEe/alpMBSfIaYqRZIp0lw4WBZRCKirFpMQYYsXqAwPrLNrLwVJ8QqUVVYp9fAiND9K8tkhzCJIWtwzNInCXSBOh9Y4CBehiihg5ynV6aSKmWeZMcNfnob7/W5/eHo+aZJMcQNzJq+2ScR/o1o1FWiC3cl/BzUNBLAOvltqsYaQKaWcs5k1T0Y8ebp5NbgOy6LnqoFPjNJaqhMVFePF81QLZPWHVW/NNfFLd69FXQ2jbwk/7WphrNG5jKGvgaI2pFHSu6PW4/UaDiwYhYXVGmJuc87Vz5sjBMc2VJRpxSHE7Noao9laErt2+7tzmP5XgwtaP8mtSVUnW/GKVHWUtE8a8Z1oNkBvZGxbt60rFh4/jERWIRiGoZNphJ6ObeTqlGvi2DVnW+92pTHycNs19ZJrS9M6q2NI7B0RqcfUXicduDEIoEAhpZR3bx9BK+XsZc7iIooaa+0CrxYOJOd5rrUTIMElqYpaMXchQWHFMncvszdcu25T77mtLoXOvsZly6p29TRU1Qwzd59Ps8iYUkpZjOvWmZwSRNIO5rCr2bw7tS5VrXs4Lmxcd8CAhK5DrpTNChwQFYGKqC6Zgt0hIgmLZxIi6UIqgXquBADUlGqgkKxLO6yrLvWcUUXrNFWqDwsT3J2oWLn0PiqsXPjWydii/t3YiL3utIdVBEQEDcepzqKk021xV2KZQYpDBEJgHVa7AGJwda/7HN2qKYdCyumlzOfdbp+znudpSOrqa6U3xlIN4uvvpm5VjBtA83qMLyt2rxFeS9qniEhYB/VxqaJpdCywW7zoNLERsNXQK4a336ullQ0IN6vQvrqYunBKbLyiQ6vzH3Y4ttX0LdpHYhbOv5JFutq2/ri5jT5f7scFgEhNG5t31MQ7N/u4PorrQ+1RA+JWSAevXYMRFqg6yx+9BL4JBJfNSCcGpcR+7doiAeJjZ0d2bUWq67xOKHltjSKFTYy2o7aqAK35keaO+ZGSxsmoUa38rhXNucd1O3Q7XkWv84KTrBG6YBICmN++vYdPnM/FTrou2FRPl7iQTWNri+DubuYOUFWrAMAdBV4IQNimdJqkrlngIj9u7gJhfYes6hrEKcKEmSnEV0OrqlnEkMt5LsXzKCmJlUsGKShFs6g7Cm094xIiSWU9HW5QrXNEXY4pqqhqWsOeaTWEOaXs4mIOQHKCynIkH0ykRvqFAW/NsyaSoObOGhS9drSR2lJTq9R9NCJ1q4aoKPWy0plUjS7uaxaDSp42l4qEqlnT41yCC/sRtGyc5wCWIEYogEI3o5lBXJMMOkjNgWGOlLRm/QME60iLWoNKKthQBKC4UAknzO38Up6fhv3dbn/39OXr/n5kmemG1urNGDzCQqeM7XeceXStu/R+UJwmTlVs/PrA6DabaWASJxkSrODvgHuj8NK5q6Avjs36fh2vCbgcT9LP/BZQ8ivUig3p4CJWHaEm+oE6TgKo6iDruKNR67esAMn6Tt62uV7RidRuyrVzqeNsbEMjNE48b5LeAC6CYOvdrvb4YZSS+FpHnly3P2rRttdjaTdpaB92xjg+iuR1T7Hp5si37tstSzusjzTfrH1bcmtXV1HjQLSaEsYBTc0ix+Kw7lIya47JRC939/v9mFieUI7qM2lw8RqbXAf6XCyQIAHG1Sq4Q8TheXXEVYNRA3aUdfdovWVs7fCqgeQCmRXZgve8NWqtxdOSUC4Rs4KiCsn0VM5l2I054TwVdxdJogplVpUkTrgue2KSuyhYZpJADcYjVEEmaXZiAEBzihiJegSbuauThCSpR7uC4zheKTwAQIGcs4g4iCJG19UzBmq6CLZCZfmGFROdlGVteZlOUkRUWK1SmVGKl1LGdFkGjigTh/ZRnKLULS8saWFFkJbsIjTJrPnO81AJVBVcfKtQgCIqQtYzGIgl/ETgYIKIqIuL6LLmN52n42ksfn939/ztxQFfQyU6eOngIuKphLWT6PBoINssR3wnAkIDvWbXGTYhtKQwN+GlI4lhVHRFeYj7uKCQkxKa5pVtFz1tTrCOG1Hl453mZemAuoMdXg+1WwmtXbHwxqj4csOKFSWILvSgw7vuZqfDHQXb67Xu/507XQt5bR4izLXeukmVb2Z8bRgSTwXFxkh0fRMNfnd1rI9dHnmyFawO+lvVW/m4ycztD66rWZHO+PtmR3RLrJGrzd7gWmgkzDLrm3ElDy0ZIASA25wH/PGHD8JJymmeT3Sb7SyesWgWIHSpaOQimS5u1fdSkyB4zTEDDlr3grg7WaycpmlxiVgiqazD5GVYIJK0bj6BxlZvVUVrIPCykOMghBBTzkM5zwrJ6vSzlVlVh2GguriklNNQt6wKzamaIdSWjkFSjeGmiywTMRFJECZCRWx1zauLuxtqIoY6yK3DO0f1Wlxy3lAgKkJI3eqissR6ecA1lYBdvgKKXApxok6QxOoyjTvM2pabXmzan4YFLy4Sxcv7lZOyJE6qlj8ZC+lY1nFQEX8yzylpVpEEt1JqolMIJNGBekhDUlGjgSxitUuhNRKSPJ50d5pP58Pb9+M4nqYpCVLKeB1zI4Y010inmGizvetM/BGOOvDdalNUt2ilbgJdfPPm066WDoWWwjcuL3df5kPLiKMOwBi1uxV41X3Xbp6OnvjhzTe7m7weoPBW7yBmPejwPa4svVbfFjFvgnX8sF3R6xrJbaOS9q+Ecc2WOw15G7VdgR2qdp3dQX/XMbw2e5Ehr5V2EYJQe1dF7FRcy9ZWc6I+RGlun3QTx1ZvN9+PxeJ1edoO3LhOdEopra42Z61vRou+BKaV6XB39+MfPtCebHrC+UjOxUqmUkBi8Rdw2WfvviYYFck1Vs2LF8cyTQdJI8x8tmW5iKQAy/55UUAclkVZc0yhaSOBJQGzSI0DhtTYbFV3oywbtpfoMCSacM6JmhMUxefJDTmPOuh8LgrBICJ0dyo1C63O3giBEpQlKJqi4l7dipVOyWnZ418nmmaqi5FZTIATKvUU8K4j3Gt4BCQnXYzNYn6a5DST5e7VtDbeAnU+AYBUkkaKG8V10EsYTiefy4YhXqq4eXEdz5JicDOjYpnbAYCaFZCAV8Nb2QSHVNtCK0B2xzLnALkE5rm4JijF4Uk4CKbjCz59etzfHfbj16czJJECXuV0wTUORC1rcttpRNfAzg0elSiqT4cAXZmvab2GfanNIm5p6DB5+RHoIa7aiFf03UO8Q2tafRQjsCIBcVa3xb3Izy1/toDW4X99gJZyNL6BdajSsay1M3ZnqyYC0M0OiHVHcNxS1gC0VSebvY2xnJv0N753nRrduAxZhbZOwk58txLWiWCD70Z5LCdKfLuiHGwL377fcXX7YWTd9isEyYjyGn9sn7b7Ne6x3e+iD7DqlcNJDknuD8PhkI6fjj6dYDPocDrrQF8qFrHaItSkbbL0Rk29Y6BDVNzFwNmt2IKf1fpU+5El1zOCPGQnq6kPScKNq+252bRi1RulSWsEVlKBcPS5sDApcna3uUyTO7Lm/WEEPRFe0jzPwpJMvJi7J8lqdaOSaD3fE0oz0s3sctTjkkNOveZMxUp17SZhtSsxtExF5hoKREHSJX3A8vjiBHZZplAEsgqWaShEKEmXnb3uFLgXo9eFH4HWNAO8HmxtBdJvrUw0eatJ4Ui1MhenkqDWEIdhQF12ypJF6gG4NQmcLIMDJMKs7kKBow5EaiiGo270zaokhoRyPpVvn9Pdfv9wf0x1E1k9q+MKmnCtsxF5cb17/0oeViFvsCBh8bXTrMgchEHnzcKx0bUtt7cqj2sIBWqvtt890MWiIn7iWsG3dd1sF65hsPukFc5rweiQvPs8VtRvO22ldJEhkeJ4Jy7U/05Ltlfrocig2Iza0+21js6I6R1f6p/NfEbz1kxmJ6a41qVWDm9Z/i27Ww+5e9y+2slrZ2gZro63cr1qGhkSzzSK7e1kpSnPtrFbsYtaEUPPGdzZNaCrG0PFQMwLrwh3v9sdxjGbzXM5SjllEa/wZElECEV1BXk1QoQvUUY0s0I3cyOctqyAsO3Tbss2JNOymR9eU4klxKxTnUh0YxGuoz9blRTrv5AEExbkHXY5nenzPFtxug6HkcVqHjSlwwkFaUMaUnJ3mJkXssY7XPpt7VZRVlCjUKB+kRN3qU2tNKTrPSjDMJiR5JLADWRd32/7MMjFygJYnHhLtlZftgOKqhbY2ll1ySRJ4BI3FqhRL9cz5m4vqrsva35BYFxqQlijS0pJammuogS5xDi6ySJmIqlKo7pIoovUPHCV4ObBm02hVqbT0+7NQROtVMIuw9A4Zu+0OMo5rlc6IzjwelzLW/7tqMLNGRCde69pGQK4tYq6yIhYUZNYqUuJ8amK+OUFbE4pfQ1dsVrWGiPeXdycntM40wqP2BKrizTfrBcLdCTc3PeDa6DsELDDptbTnfntEC2CYL2fc27fxj5Ah2XXocASUrQ17jQjVFmp1/tsOliPf/La2jXtakxvMhd3k0U52yJ7e9Tx7aY0MNiDjsJmd6s3MnZzY06Tew0HIkR+Skjp3U37uPrQYtVtrasjpnVZ7JG604guktY85Sp0quScRtfx/u7u9O0j7USpmXZEkUwLrU4Qly2mYjUIu9S5QimFLoQ4fEl2SF0CCggQSiQBkaZ0dBHFHpxNJA27AQVrZrMkStBqKN0qJzFOaWlazpkAUOOQNbuomCnNgWHIzAPPZ7oXUacOidQhu9POLmlQwIqnNAjVvQCuqjLUcyIcYNI8s1RPHVSz6lRmM5fFI1+VvGYx4YIvAlk23ixDGdYVsdT2g0qCuBDudUOogXVxSEXd3YpP07xoCgy+GDpf4uioQx6YzydXN3dREbOrqS1DhlBAliiHCElt6NmAScXrbhXs3SdiAu6cGXDDVOacB4U6xCtiumD2Gua3DpW8Nr5G5aqLJ00CTV68FEdOGUbPhfk4DRPoqUbgjyBxmXM0mIoLvR24V+ZEbGlPPWzijrrGa6vcaUe74+GsxajmrfBKZ9xFVEmtR+Asa4qkVyLtYkeblgEopQzDMM9zfTm1LYBJyVUYeMGNLeLVS5fIQ1Av+fEucVWyztnX4QsN4BUy1AY2mOowqrExVtq+vTpsO/KLm1DFxsc4uNBwjmdXPQLMxUJwfd3EQVzPbLqRyE1HmV9HHnddHmlrVUSp6iK+Wl1xeSOidofRscYtfG97Pb7ciIkd02pniDp7rRebBcK1uEcWxcW89rRt/mirEdEbKRsjGtm4NE3qEDwBMLbtERQZUlIWYzE3U6zHqFT3ios3SquqmVVExjqwrvMtEXHS3IwGii8hcECNOIfWSW5STZKWZD4iJM0vu9MiN2JniSwpnhuLgGX+pEhKFamDCZCsS0SrDZOck4IGF2QlbPZuwppSEoJY8iM0vikEKmQMzA1iKUESrr1ArfCFP5A1HQGwspckffF0NWWh0OvB2CRZJxOX4xVW2ogaABHEIzDwavy0PL2OxF3UllQii6qqQ9y8lKLznJKKMSlFly1dTca2YgnA6ZpQj4NyenXDzeaJpBfNPk8nPb483N09P78YKNf+/JaarJsJSRg6dwDS6VR3de931DYEk+CUjmyMOBBbXbcxNLIjk1vJ0UXPa3FlmA+0Dzu0lGB7Is3bK/Jn6RQBAuBjmfhqY3KHCa1SbszzzXpzfBaJvha+qyJ47ROLNUVex2+7QiTMluL7bWjQ3qzTjriPr14RbaMxwDq0ac63ZtJrUa1vIkl+nTCjQXDdzNw1pH0eJU+u07BvjdaWh60heOVqlONaInnLondyE0U8SkbsKQ37Feq38QjaJso3xSB2JS+DzYuzKCnHQegG2pK3gCRdObBiZQ2jphgAJx2yhABcihVJ7sUM5hUvxQGzJn5D5mA134HXYxmoUFnTY3O13E3tY08trOgdTXXkLzD1NqPz4mU2szX9gogIVaFKE2FN97Jwr+7XrmswojKhqmhlFp1OMkHbgIhrQu4FKRC4vUqaoeY1YCcAIkIjVJRYMuRhGcNW70IlVgHODifcAAhr8tarTmxCV2/UZSGS0ZkZBSliSdSIJi1JshM1so7VV6pwgZCKBMgyOBcRUVmOxriUVtxSzUtHh4urCllmujgFqRScznx6/u4vf355OTqZAjFNsNN1Jp7tFTVxq1MddkfcaHp00ynX/t1+1VXRtEyuh3oXluLKcrQSGm7cdI5d9dTmisTUCWdFi574cOZeZEJrWqwrHrS6ZXhr3QWjALTItyt3xHU7JZjlOJOVgNS8Nl2RrEju9lG7f7O0VTr7/S7R0kQKmwG4yW5eb0iOrWvcucw6N4Oabb1berbci+90hcTyW8d0L8fPt6J5s6KOvY2HXdVNklpXNkMbta79eZMSXw8AXuoiIKKKlHTMGLP4ec6CmRDCnahYUjNG27LTQ7zqgJAt5WhL48ZS3GoaHtDpdNB82eO5psgUV3MHLz6NFXhlO5SJk8imVKvUJRFREYeyJJudpCZXFNpEEilDjbSKnqqgqstlz8dFWZxcRiHLDkqX1dsjrLnUcJm196LSOs7XiU5U7GuTAEF9jdVeyZqhoLWdpChVVZwGLsTVWi+nj9VOXFuxJptcTPWGvE7krn+TFHKZbgFQzSQrxkC0DuGrVIpET0YzuHWq62RNCwERUFScqCGO7mWacDyOKkPKU5mjqMeGd0R2iBGfdi90bfyvAmsb4zbObxGvI6CjoU2DYqUXvL4OdGrjqkhG+2R5H721iPREfNh2pcjl9HKG91UV69iuzi+5et5u8mdbcrxy++wm3GyBfsugnugNxnV8vEnTtp/qj7Yy1lEVCeu6ua121BfiORNdvbGx7cPmEqk57qKjL8pHh93bwrFxCW6ZGYXjpla3orrxQUd51ygJ5uTm7KrjdmtCvN/IblL+mmxFiRcAzpR1v1NBYZlhXgVZCXPQDRCYiVPq+S8QIVTyNE8AVZO7lbLwzczIofqhSDdjKeYOFmfN1eIYUoKoIKeM9VT5i362vqsDtGV20gaPEL/Md1eGEMrkbgBzTjWFW1LknEFzLLMHHbKqzoCas/P9KlicpA65Hi9dH5ZKfej3havrWksMcfb19LfYZVqzH6zStZg9IBG+jkNlnZIirC5kEVOaz6076ofX/Y5qa7jOexbyNuOt14RB1nFk7QVyCf42syqMkpnqXI2a5EryKwGrICWDZwhqVH3tUwFSAsXdxWbO0/n5uBsGI2Rdu2pJCCsZLU3llZTeAtyuFa2D2s0GBZ2diMje3o+HZ3dFNf3qmIZb+TPrqcCXQgLN0T3eyozQt8Wc166uF7BOvOrNJMJ4ptUrYRTb1nVtiVhUHfW5C2dqMNQmHJ2etIW1CzUrEW39ANeI1nVw5E4HnXEGt50WbLutVR3Laa6VrpYtPbHkm53R3Y9NW4Hghp2WMF37/V7HK3vZOrbE+7y+GjHdoL41oWtI40Y0KouQrWOZ+k6UJ1yLcrsT328y424iuDsMtHOZT2oTi4mk+qILpLibYElHKEIVVdhiAEjWfSp0cacvjgGt6F6KleI2F3WXatAM8OqNFgW8Rjmzd6UyhCd1bKH56vJahZxF5lTm2VFnPzUXdt0AOQgAcYUkVUA8JRJy7cmsi8B14F5ZZHS4aEq6DhVJUiBp2fkTIYCkY90RBS7/1mnAOrqPO96A5fBqWX2M56kssQzVSonU0rRGNtNkTUO9fncbhf+rsNWJRHUY18krgWoASinKBLin5JQafE7SeR3HtUyACGAYEimkk+o1whBUVXUhaO4wk3l++fol3T8mUaw88ZBYqylpa0j0ike9iMxvd27ypFOoJv8d7sVHr7Gx416nv5eBryx7wrhOD+sLzTnPa7f5pS2bRuEWpER4vMJkrscuBIJrnqrWqDbni2YvMlOCgbx6KkA8bm6LU7/DIGy0pUPDbZtj2xjWG2L3xM+7zuv4GOlhMI1tlT52cEd2/DzW26S2JbWtaz/tnQjEbVDZERZnS7GDI6862lqxsZytMnSsjndult/Ne7YMjKyQaz9Ve8FDROLNohrexfiO3W53d78r5USbfS5Sk4OgjqylnrUMQFYdUbKsfHb36AZcL3d6mb0U97lYodTYX5cymRWIZ1C9zKiuqnXPaVTIbderhqX7VdYAKugmpbiZa1ICtBnm4qJZRSTVmQHdaRBH0lpl9f3Jun0kpURa3eTJQkBSSmnIgLhbdHCICEXo9XiBhS9APcgTF7IBVjDyJth1CinAVWfVk7URzJUvENaGKTfO9nX3NcHbZYIFQAIMbbW7MdabF72eUkdxg5nNxQdJNdNfZqaqEQkg4TS5JKlzEan7xnRhj9SM4wLPogSKWc2BAJtlPh+fn+/290q1DYg1FY4S+zsWpX0C3MCNrpCo1BHxOijbfrv9LetwsEOtSPAFedb7vm4/aKjFa19FT79eyiHZEl3Us2JFpCZGbBWt/Y62zaguQ0XXQmtjt8bWgL3rkThEhgjJvB3CV85GdkRWRhOC64WvetXJbws97LqwEREnOrju70hrl2IuNgwhKU4zCdjMUeLi+VZKYjd3MteY0NHGMMPtxPpmIa/xoTUH10IW72xf7t6UcMXXyH7YEutq9LfJfqw6trTT50hzvVSlhvA385NSOtzt9mOeXwpQ4VHrSg/JGkxMpyBRQFsCOUsp7lQVW3b6XNZp3Eh6cXMzm2uyZkvw6h0opdAkqYqLkSvoL5nqOyY08WiHcdSZUTtgbYUVGEHCgZq6Z8F5EYokVUlQOqi0JbmPzwVCTRDVIq4OXzIXJECLGUQgoqqDCIBSFnBnNVAr6yrTbWEyGcZGV8oiLVEOamwBrrfWigicVGgesCSpv9oJF+QzjmwEuIwIW1d3wrjlapWMyl4T1EUf1uxBXFdHTOirULFuQa7CfGP3XillXaszOJNiieszdwWF4j7Ps07Tvhhc2lywImMVkq2SXvD3lj52etQ1ttOIrZZtSwuMvfRLp1b16pa3GyVtH+Hqp76UGR3ytcxoEn7nimrubfde7aP1T/EaBi/CFb7WLvJiLcz6JtrEK2buRwC6OqfPGs6Mwepba22oa7nRatWu5bXBj93cZXHw652YsYTt0Ti1rubE6OA4Mrr+2YYqbbBpZnU/SgMvuR68Rw8MrnG/3Wnv1zQz2AC9XodBb1kfOybWzs2goJUc2+Uhw/TN5AIiUkNLI2MjkZ1Pr/lRb7qtEcS3FdKeNnNer8rqRr87xySlzAAcnOf5h/dv397v1Sf6NKRc5sFojhkO+L6ey6wZZS6C6pHDXIoXzymV4gBAhaDuk5ECopQiNi+nZ/osKgZxQLOPWlTr7ARIWlNg19NmFm9MG5RIGDrknOEEkSBQaB5UtRSv7g3nBHI+VcfbnIfBZ3KaBq+ZFkTEUePCc1JVzvUg0mUiqMsW3UpJYrGkqsN+KrO7j+Mwz3NKKaVkYCkFdZ2grlrVHHiCmuG69YtZ3cejaw5WCJFS3Z0pyzENKdU9nsM4gqUmnRMRX8IpxKwyhshJRNwMzOKqqarjRbW9ullUl5SXuIGYnVhWe0ifREw1AXQvoBU3Y84ZKYlCrYDuohR6Eu7zUNwJOiA1ehCpWElpGSWIiIBWU9AS6oRj2I1w7lXnp6fT4Ukf3gyyKzbV+eE8zytbTLU//60pSLt/WQi8zpC9nQm1cryYiGRRScnM7DrJVvsRNT3yrbNA9f2U0iKToiJrVr0YiJ8ueldndbHGVl17X3JaJ6FLKlKXy6oBw76LlFLNKX5pIFj3kEk4CTpCcedta8R4YEUDkAhHbXYuIpesB5ERvOWJkpDhOKJeJ4gdTc0zEw1Y64DYDQxreq8t/EQ65eIuQFXm9sk2TC4W2Aju/uwkAwGd4yPZGJstK7CR1ygoXZ/FO10bu3WsjqpmBqKs3wSISEP80bX9JhmRq3Vs0akl16UDERlS2u/H/X7nfnI3jQxkjaHSdcZ/uV9jsQAFXJCAQi4b5s0MbjbDjAWlFDczZ6mnqXEZA9bl0AtzfGV75NUVVjaLK5d89isP130Y1Q6sba+nEVbrKU1KCak5mvMyXTOQKsN+h7oUYdCUHCCk2hvqekhM0ozFbABwo5lRidKm9VanDgCGYVC92J6t3F4m/S6ypkWoqeiwLiBRoNdMaDxECPhuClB7tb7Uvrop/yTD2Lzf8W1m88zMUVHHUnUbK0SS2ZKxvL0ZFbziDilwcwpoCqkZlQRSSnFKmWedZs0xWlWIuifqtssB13rXPYpPL+LdjVCDA+YmSmzrjVenX2gDxPW7qKddaZGY1/qiQ5tqy0Qu6RPrm1WdLxOGkDy7IxWhj36nUfEpN7ORjqWIOd9iw6IFq4PHmge+WcuutfHzWNl2PapboGvDfKxqUOdbEozzlThuao/fyuqmaJu5tpXGrxqdDVI7u9UB8VbOsJGA0OUXax1vxm8j8zs2ti6I1W3LlM1EpxXC1e42bm9pay9vmxCloklkZVSz9IEYTfXANNXdbtjthvJShKwOHxFZVh5wcenUlQnSV6+PcnUoyXqcthfW3AFcZgY1h4EjZFghUTN/Lhs2V8Y2trTe15AOg+a+bFKF5KWodbpZvd7JSfdlQ4mzmM/mJa+JQpbJTQ3HUmtJqiqA1h3stRGak5JO5Jzpy1SsxZpL0jrSX3bs0AlnHX1KdYWhraAH03CjxxfngS2jY3evB9wtMiAuIgxr7/U4pVW0rsQmykaDsyYqncC0l2vHVu5VPyVWs6rGgqIyiPhqvpMI3Ix1fH29M5qi60772pvVHynQGmIC1jhIJDOTYrbQuVKoitrea241jYvj6e5RfDnqaWu7qsq68WkpQa6+ip1ys6dwCwqAS6Bjx8+mv3odSRFLa9RedR/aU1etToWLT0ivj1qQzai0g6AtWG1f7iCri1PriP//AUb556E7UWQlAAAAAElFTkSuQmCC\n",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=554x419 at 0x7F7A3FCD5FD0>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "Ooh28vw-Uvd3",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"outputId": "89759547-68b7-4aa9-e772-875848a190d3"
},
"source": [
"!pip install tensorflow"
],
"execution_count": 11,
"outputs": [
{
"output_type": "stream",
"text": [
"Collecting tensorflow\n",
"\u001b[?25l Downloading https://files.pythonhosted.org/packages/70/dc/e8c5e7983866fa4ef3fd619faa35f660b95b01a2ab62b3884f038ccab542/tensorflow-2.4.1-cp37-cp37m-manylinux2010_x86_64.whl (394.3MB)\n",
"\u001b[K |████████████████████████████████| 394.3MB 41kB/s \n",
"\u001b[?25hRequirement already satisfied: astunparse~=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.6.3)\n",
"Requirement already satisfied: h5py~=2.10.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (2.10.0)\n",
"Collecting numpy~=1.19.2\n",
"\u001b[?25l Downloading https://files.pythonhosted.org/packages/08/d6/a6aaa29fea945bc6c61d11f6e0697b325ff7446de5ffd62c2fa02f627048/numpy-1.19.5-cp37-cp37m-manylinux2010_x86_64.whl (14.8MB)\n",
"\u001b[K |████████████████████████████████| 14.8MB 199kB/s \n",
"\u001b[?25hRequirement already satisfied: wrapt~=1.12.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.12.1)\n",
"Requirement already satisfied: grpcio~=1.32.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.32.0)\n",
"Requirement already satisfied: termcolor~=1.1.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.1.0)\n",
"Requirement already satisfied: google-pasta~=0.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (0.2.0)\n",
"Requirement already satisfied: absl-py~=0.10 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (0.10.0)\n",
"Requirement already satisfied: gast==0.3.3 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (0.3.3)\n",
"Requirement already satisfied: typing-extensions~=3.7.4 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (3.7.4.3)\n",
"Requirement already satisfied: opt-einsum~=3.3.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (3.3.0)\n",
"Requirement already satisfied: protobuf>=3.9.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (3.12.4)\n",
"Requirement already satisfied: six~=1.15.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.15.0)\n",
"Requirement already satisfied: keras-preprocessing~=1.1.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.1.2)\n",
"Requirement already satisfied: wheel~=0.35 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (0.36.2)\n",
"Requirement already satisfied: flatbuffers~=1.12.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.12)\n",
"Requirement already satisfied: tensorflow-estimator<2.5.0,>=2.4.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (2.4.0)\n",
"Requirement already satisfied: tensorboard~=2.4 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (2.4.1)\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from protobuf>=3.9.2->tensorflow) (54.0.0)\n",
"Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow) (2.23.0)\n",
"Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow) (1.8.0)\n",
"Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow) (1.0.1)\n",
"Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow) (0.4.2)\n",
"Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow) (3.3.4)\n",
"Requirement already satisfied: google-auth<2,>=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow) (1.27.0)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard~=2.4->tensorflow) (2020.12.5)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard~=2.4->tensorflow) (1.24.3)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard~=2.4->tensorflow) (3.0.4)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard~=2.4->tensorflow) (2.10)\n",
"Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow) (1.3.0)\n",
"Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /usr/local/lib/python3.7/dist-packages (from markdown>=2.6.8->tensorboard~=2.4->tensorflow) (3.7.0)\n",
"Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (4.2.1)\n",
"Requirement already satisfied: rsa<5,>=3.1.4; python_version >= \"3.6\" in /usr/local/lib/python3.7/dist-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (4.7.2)\n",
"Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (0.2.8)\n",
"Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow) (3.1.0)\n",
"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard~=2.4->tensorflow) (3.4.0)\n",
"Requirement already satisfied: pyasn1>=0.1.3 in /usr/local/lib/python3.7/dist-packages (from rsa<5,>=3.1.4; python_version >= \"3.6\"->google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (0.4.8)\n",
"\u001b[31mERROR: umap-learn 0.5.1 has requirement numba>=0.49, but you'll have numba 0.48.0 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: pynndescent 0.5.2 has requirement numba>=0.51.2, but you'll have numba 0.48.0 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: datascience 0.10.6 has requirement folium==0.2.1, but you'll have folium 0.8.3 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: albumentations 0.1.12 has requirement imgaug<0.2.7,>=0.2.5, but you'll have imgaug 0.2.9 which is incompatible.\u001b[0m\n",
"Installing collected packages: numpy, tensorflow\n",
" Found existing installation: numpy 1.17.1\n",
" Uninstalling numpy-1.17.1:\n",
" Successfully uninstalled numpy-1.17.1\n",
"Successfully installed numpy-1.19.5 tensorflow-2.4.1\n"
],
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"application/vnd.colab-display-data+json": {
"pip_warning": {
"packages": [
"numpy"
]
}
}
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "49dCYlLdcK2D",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "6b5bf90c-edd6-4bbc-8e24-e612d5340fe5"
},
"source": [
"!cd wav2Lip && pip install -r requirements.txt"
],
"execution_count": 12,
"outputs": [
{
"output_type": "stream",
"text": [
"Requirement already satisfied: librosa==0.7.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 1)) (0.7.0)\n",
"Collecting numpy==1.17.1\n",
" Using cached https://files.pythonhosted.org/packages/25/eb/4ecf6b13897391cb07a4231e9d9c671b55dfbbf6f4a514a1a0c594f2d8d9/numpy-1.17.1-cp37-cp37m-manylinux1_x86_64.whl\n",
"Requirement already satisfied: opencv-contrib-python>=4.2.0.34 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 3)) (4.5.1.48)\n",
"Requirement already satisfied: opencv-python==4.1.0.25 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 4)) (4.1.0.25)\n",
"Requirement already satisfied: torch==1.1.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 5)) (1.1.0)\n",
"Requirement already satisfied: torchvision==0.3.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 6)) (0.3.0)\n",
"Requirement already satisfied: tqdm==4.45.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 7)) (4.45.0)\n",
"Requirement already satisfied: numba==0.48 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 8)) (0.48.0)\n",
"Requirement already satisfied: audioread>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (2.1.9)\n",
"Requirement already satisfied: soundfile>=0.9.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (0.10.3.post1)\n",
"Requirement already satisfied: scipy>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.4.1)\n",
"Requirement already satisfied: scikit-learn!=0.19.0,>=0.14.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (0.22.2.post1)\n",
"Requirement already satisfied: six>=1.3 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.15.0)\n",
"Requirement already satisfied: joblib>=0.12 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.0.1)\n",
"Requirement already satisfied: resampy>=0.2.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (0.2.2)\n",
"Requirement already satisfied: decorator>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (4.4.2)\n",
"Requirement already satisfied: pillow>=4.1.1 in /usr/local/lib/python3.7/dist-packages (from torchvision==0.3.0->-r requirements.txt (line 6)) (7.0.0)\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from numba==0.48->-r requirements.txt (line 8)) (54.0.0)\n",
"Requirement already satisfied: llvmlite<0.32.0,>=0.31.0dev0 in /usr/local/lib/python3.7/dist-packages (from numba==0.48->-r requirements.txt (line 8)) (0.31.0)\n",
"Requirement already satisfied: cffi>=1.0 in /usr/local/lib/python3.7/dist-packages (from soundfile>=0.9.0->librosa==0.7.0->-r requirements.txt (line 1)) (1.14.5)\n",
"Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi>=1.0->soundfile>=0.9.0->librosa==0.7.0->-r requirements.txt (line 1)) (2.20)\n",
"\u001b[31mERROR: umap-learn 0.5.1 has requirement numba>=0.49, but you'll have numba 0.48.0 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: tensorflow 2.4.1 has requirement numpy~=1.19.2, but you'll have numpy 1.17.1 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: pynndescent 0.5.2 has requirement numba>=0.51.2, but you'll have numba 0.48.0 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: datascience 0.10.6 has requirement folium==0.2.1, but you'll have folium 0.8.3 which is incompatible.\u001b[0m\n",
"\u001b[31mERROR: albumentations 0.1.12 has requirement imgaug<0.2.7,>=0.2.5, but you'll have imgaug 0.2.9 which is incompatible.\u001b[0m\n",
"Installing collected packages: numpy\n",
" Found existing installation: numpy 1.19.5\n",
" Uninstalling numpy-1.19.5:\n",
" Successfully uninstalled numpy-1.19.5\n",
"Successfully installed numpy-1.17.1\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "ey_bN4M6X_95",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "1b93e2b6-314c-4059-df7d-12be27ff5ebc"
},
"source": [
"!wget \"https://www.adrianbulat.com/downloads/python-fan/s3fd-619a316812.pth\" -O \"wav2Lip/face_detection/detection/sfd/s3fd.pth\""
],
"execution_count": 18,
"outputs": [
{
"output_type": "stream",
"text": [
"--2021-03-04 11:15:37-- https://www.adrianbulat.com/downloads/python-fan/s3fd-619a316812.pth\n",
"Resolving www.adrianbulat.com (www.adrianbulat.com)... 45.136.29.207\n",
"Connecting to www.adrianbulat.com (www.adrianbulat.com)|45.136.29.207|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 89843225 (86M) [application/octet-stream]\n",
"Saving to: ‘wav2Lip/face_detection/detection/sfd/s3fd.pth’\n",
"\n",
"wav2Lip/face_detect 100%[===================>] 85.68M 151MB/s in 0.6s \n",
"\n",
"2021-03-04 11:15:38 (151 MB/s) - ‘wav2Lip/face_detection/detection/sfd/s3fd.pth’ saved [89843225/89843225]\n",
"\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "qdIQfY2Kswcb"
},
"source": [
"# Now lets try!"
]
},
{
"cell_type": "code",
"metadata": {
"id": "KoVGMtjRZfeR",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "0077e5a0-d64b-4f3c-9acf-0f4f4364c15d"
},
"source": [
"!cp \"/content/gdrive/MyDrive/Wav2Lip/input_vid.mp4\" \"/content/gdrive/MyDrive/Wav2Lip/input_audio.wav\" sample_data/\n",
"!ls sample_data/"
],
"execution_count": 20,
"outputs": [
{
"output_type": "stream",
"text": [
"cp: cannot stat '/content/gdrive/MyDrive/Wav2Lip/Nezha1.mp4': No such file or directory\n",
"anscombe.json\t\t input_audio.wav mnist_train_small.csv\n",
"california_housing_test.csv input_vid.mp4 Nezha1.mp4\n",
"california_housing_train.csv mnist_test.csv README.md\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "jR5utmDMcSZY",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "f80737f4-602c-4822-adbb-d01e915c0846"
},
"source": [
"!cd wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"/content/sample_data/Nezha1_.mp4\" --audio \"/content/sample_data/Nezha1.wav\" --cartoon"
],
"execution_count": 37,
"outputs": [
{
"output_type": "stream",
"text": [
"Using cuda for inference.\n",
"Reading video frames...\n",
"Number of frames available for inference: 150\n",
"(80, 2880)\n",
"Length of mel chunks: 860\n",
" 0% 0/7 [00:00<?, ?it/s][12:34:57] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.3.0. Attempting to upgrade...\n",
"[12:34:57] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!\n",
"[12:34:57] src/executor/graph_executor.cc:1981: Subgraph backend MKLDNN is activated.\n",
"[32, 16, 8] {'32': {'SCALES': (32, 16), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '16': {'SCALES': (8, 4), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '8': {'SCALES': (2, 1), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}}\n",
"use_landmarks True\n",
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"Load checkpoint from: checkpoints/wav2lip_gan.pth\n",
"Model loaded\n",
"100% 7/7 [05:29<00:00, 47.07s/it]\n",
"ffmpeg version 3.4.8-0ubuntu0.2 Copyright (c) 2000-2020 the FFmpeg developers\n",
" built with gcc 7 (Ubuntu 7.5.0-3ubuntu1~18.04)\n",
" configuration: --prefix=/usr --extra-version=0ubuntu0.2 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --enable-gpl --disable-stripping --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librubberband --enable-librsvg --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-omx --enable-openal --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libopencv --enable-libx264 --enable-shared\n",
" libavutil 55. 78.100 / 55. 78.100\n",
" libavcodec 57.107.100 / 57.107.100\n",
" libavformat 57. 83.100 / 57. 83.100\n",
" libavdevice 57. 10.100 / 57. 10.100\n",
" libavfilter 6.107.100 / 6.107.100\n",
" libavresample 3. 7. 0 / 3. 7. 0\n",
" libswscale 4. 8.100 / 4. 8.100\n",
" libswresample 2. 9.100 / 2. 9.100\n",
" libpostproc 54. 7.100 / 54. 7.100\n",
"\u001b[0;33mGuessed Channel Layout for Input Stream #0.0 : stereo\n",
"\u001b[0mInput #0, wav, from '/content/sample_data/Nezha1.wav':\n",
" Metadata:\n",
" date : 2021-02-18T17:31:30+08:00\n",
" encoder : Lavf58.68.100\n",
" Duration: 00:00:35.99, bitrate: 1411 kb/s\n",
" Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 44100 Hz, stereo, s16, 1411 kb/s\n",
"Input #1, avi, from 'temp/result.avi':\n",
" Metadata:\n",
" encoder : Lavf58.26.101\n",
" Duration: 00:00:35.87, start: 0.000000, bitrate: 724 kb/s\n",
" Stream #1:0: Video: mpeg4 (Simple Profile) (DIVX / 0x58564944), yuv420p, 1080x452 [SAR 1:1 DAR 270:113], 718 kb/s, 23.98 fps, 23.98 tbr, 23.98 tbn, 2997 tbc\n",
"Stream mapping:\n",
" Stream #1:0 -> #0:0 (mpeg4 (native) -> h264 (libx264))\n",
" Stream #0:0 -> #0:1 (pcm_s16le (native) -> aac (native))\n",
"Press [q] to stop, [?] for help\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0m\u001b[0;33m-qscale is ignored, -crf is recommended.\n",
"\u001b[0m\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0musing SAR=1/1\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0musing cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mprofile High, level 3.1\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0m264 - core 152 r2854 e9a5903 - H.264/MPEG-4 AVC codec - Copyleft 2003-2017 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=3 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=23 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\n",
"Output #0, mp4, to 'results/result_voice.mp4':\n",
" Metadata:\n",
" date : 2021-02-18T17:31:30+08:00\n",
" encoder : Lavf57.83.100\n",
" Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p(progressive), 1080x452 [SAR 1:1 DAR 270:113], q=-1--1, 23.98 fps, 24k tbn, 23.98 tbc\n",
" Metadata:\n",
" encoder : Lavc57.107.100 libx264\n",
" Side data:\n",
" cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1\n",
" Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s\n",
" Metadata:\n",
" encoder : Lavc57.107.100 aac\n",
"frame= 860 fps= 43 q=-1.0 Lsize= 2577kB time=00:00:35.99 bitrate= 586.6kbits/s speed=1.81x \n",
"video:2044kB audio:508kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.021150%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mframe I:6 Avg QP:15.93 size: 20226\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mframe P:497 Avg QP:20.16 size: 3237\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mframe B:357 Avg QP:23.52 size: 1013\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mconsecutive B-frames: 39.3% 13.0% 9.1% 38.6%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mmb I I16..4: 15.4% 78.1% 6.4%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mmb P I16..4: 1.1% 4.8% 0.1% P16..4: 26.6% 5.6% 2.5% 0.0% 0.0% skip:59.2%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mmb B I16..4: 0.4% 2.2% 0.0% B16..8: 25.9% 0.9% 0.1% direct: 0.1% skip:70.4% L0:53.7% L1:44.3% BI: 2.0%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0m8x8 transform intra:80.4% inter:91.1%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mcoded y,uvDC,uvAC intra: 51.2% 43.2% 4.8% inter: 5.4% 4.8% 0.1%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mi16 v,h,dc,p: 18% 44% 23% 16%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mi8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 20% 31% 37% 2% 2% 2% 3% 2% 2%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mi4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 45% 27% 11% 2% 4% 3% 5% 2% 1%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mi8c dc,h,v,p: 45% 32% 20% 2%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mWeighted P-Frames: Y:0.0% UV:0.0%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mref P L0: 73.6% 8.4% 13.1% 4.9%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mref B L0: 81.7% 15.0% 3.3%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mref B L1: 96.4% 3.6%\n",
"\u001b[1;36m[libx264 @ 0x5608fbef3700] \u001b[0mkb/s:466.57\n",
"\u001b[1;36m[aac @ 0x5608fbfeca00] \u001b[0mQavg: 8346.681\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "uNOAZvkszEOw"
},
"source": [
"# use the \"files\" button on the left to download the result in the Wav2Lip/results/ folder."
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "d7zgfrQqbKom"
},
"source": [
"## **Variations to try**\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "0f9A9VDVbZAG"
},
"source": [
"1. Use more padding to include the chin region"
]
},
{
"cell_type": "code",
"metadata": {
"id": "45XW4SZAzIz5"
},
"source": [
"!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"../sample_data/input_vid.mp4\" --audio \"../sample_data/input_audio.wav\" --pads 0 20 0 0"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "uo-WnsxfbwTG"
},
"source": [
"2. Use resize_factor to reduce the video resolution, as there is a change you might get better results for lower resolution videos. Why? Because the model was trained on low resolution faces."
]
},
{
"cell_type": "code",
"metadata": {
"id": "xw0xFtZ2bsx8"
},
"source": [
"!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"../sample_data/input_vid.mp4\" --audio \"../sample_data/input_audio.wav\" --resize_factor 2"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "9BmdmWZFCos4",
"outputId": "da62670e-8dfb-4777-c83c-6a8a5b4c4430"
},
"source": [
"!cd wav2Lip/ && git commit -m \"new face detector\""
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"[master d3bccd7] new face detector\n",
" 1 file changed, 29 insertions(+), 18 deletions(-)\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "5gUJpiIIK3OQ",
"outputId": "e55fe560-938e-4b85-8cec-bf2ce1652a45"
},
"source": [
"!cd /content/sample_data && wget https://img.rejushe.com/data/ueditor/php/upload/image/20190820/1566266670743178.png"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"--2021-03-02 23:00:17-- https://img.rejushe.com/data/ueditor/php/upload/image/20190820/1566266670743178.png\n",
"Resolving img.rejushe.com (img.rejushe.com)... 162.159.230.67, 162.159.231.67\n",
"Connecting to img.rejushe.com (img.rejushe.com)|162.159.230.67|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 67474 (66K) [image/png]\n",
"Saving to: ‘1566266670743178.png’\n",
"\n",
"1566266670743178.pn 100%[===================>] 65.89K --.-KB/s in 0.001s \n",
"\n",
"2021-03-02 23:00:19 (59.9 MB/s) - ‘1566266670743178.png’ saved [67474/67474]\n",
"\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "hOISbawmC-9i"
},
"source": [
"!git config --global user.email \"admin@murez.site\"\r\n",
"!git config --global user.name \"murez\""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "RISaTzTLDIrY",
"outputId": "bd243278-265a-4a1b-a66f-85f9584768b6"
},
"source": [
"!cd wav2Lip/ && git push"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"fatal: could not read Username for 'https://github.com': No such device or address\n"
],
"name": "stdout"
}
]
}
]
}
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