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dalle_blog_semantic_search.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "dalle_blog_semantic_search.ipynb",
"provenance": [],
"collapsed_sections": [],
"machine_shape": "hm",
"authorship_tag": "ABX9TyNMk7KuktSRWbk38VKaW2Qx",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/afiaka87/f662486fc45199fa4394f3456c8246d7/dalle_blog_semantic_search.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "w2wzOkAiCx2i"
},
"source": [
"Semantic Search for https://openai.com/blog/dall-e/ \n",
"---\n",
"\n",
"\n",
"Uses [clip-retrieval](https://github.com/rom1504/clip-retrieval) from [Romain Beaumont](https://github.com/rom1504) for semantic search over all ~1.1 million image-text pairs generated from DALL-E released by OpenAI.\n",
"\n",
"Images will be streamed as needed directly from OpenAI's CDN."
]
},
{
"cell_type": "code",
"metadata": {
"cellView": "form",
"id": "SbGnv6BeFmMi"
},
"source": [
"#@title License\n",
"# MIT License\n",
"\n",
"# Copyright (c) 2021 Clay Mullis\n",
"\n",
"# Permission is hereby granted, free of charge, to any person obtaining a copy\n",
"# of this software and associated documentation files (the \"Software\"), to deal\n",
"# in the Software without restriction, including without limitation the rights\n",
"# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n",
"# copies of the Software, and to permit persons to whom the Software is\n",
"# furnished to do so, subject to the following conditions:\n",
"\n",
"# The above copyright notice and this permission notice shall be included in all\n",
"# copies or substantial portions of the Software.\n",
"\n",
"# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n",
"# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n",
"# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n",
"# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n",
"# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n",
"# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n",
"# SOFTWARE."
],
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "ufdX8wtNsqzx",
"cellView": "form"
},
"source": [
"#@markdown Util\n",
"\n",
"from IPython.display import display, Image, clear_output\n",
"\n",
"def display_results():\n",
" clear_output()\n",
" urls = []\n",
" with open(\"result_urls.txt\") as file:\n",
" lines = file.readlines()\n",
" lines = [line.rstrip() for line in lines] \n",
" for line in lines:\n",
" urls.append(line)\n",
" for url in urls[:4]:\n",
" display(Image(url, width=display_width, height=display_width))"
],
"execution_count": 2,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "PeY8focp0VQf",
"cellView": "form"
},
"source": [
"#@markdown Setup clip-retrieval\n",
"!git clone https://github.com/rom1504/clip-retrieval \n",
"%pip install -e clip-retrieval/\n",
"clear_output()"
],
"execution_count": 3,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "xnhX7PGP0gtG",
"cellView": "form"
},
"source": [
"#@markdown Download indices\n",
"!wget --no-verbose --continue https://www.dropbox.com/s/mntrkwtkwemsszw/openai_com_blog_dall-e_faiss_index.tar\n",
"%mkdir -p /content/openai_com_blog_dall-e_faiss_index\n",
"!tar xvkf openai_com_blog_dall-e_faiss_index.tar --directory /content/openai_com_blog_dall-e_faiss_index\n",
"clear_output()\n"
],
"execution_count": 4,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "bI0HYXwJCUXj",
"cellView": "form"
},
"source": [
"num_results = 1 #@param {type: \"number\"} \n",
"display_width = 256 #@param {type: \"number\"} "
],
"execution_count": 5,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "S4zkidBL8M7k",
"cellView": "form",
"outputId": "03ed3861-1f3d-4538-c666-816308e2980d"
},
"source": [
"#@markdown Controlling Attributes\n",
"prompt = \"a pentagonal green clock. a green clock in the shape of a pentagon.\" #@param [\"a pentagonal green clock. a green clock in the shape of a pentagon.\", \"a cube made of porcupine. a cube with the texture of a porcupine.\", \"a collection of glasses is sitting on a table\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 6,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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aUzOAiDXrkq5irsymQY+iTEwKiqdqa/Q0CCF9ntPNnW71d+TD9+EA92Yehv5d0N97uy3M7BYZBb9h2vZ96Ka+70U2NIOyNTcMqtvM8YBgb98OaMk9U4OO2wurh5GbO4C79ZGyVazvAdqjoEOtpiOKW7A+6GSvRezAwHhW32WgbxeyLVbQtwhRyMzm73P5pSxXBJPzGwQCkkYjjEQAK2rFCGSZwZtkhOPQ0s/NH3u/DTLIcMQGF4Mv2uIPYzrD1lu7L24X41iO7DCN3cT+XG8Dz27Jra72riUhwHhDMlwkGqn9fhEl9r6+3cvhvsH97wxhbMdnrv96GsoN3KfbUSf+fv07JAAD76Y7UwdzY+XZOkf0UWKDIQJz9Kfh5Ht5eWN2oaBKK/lEJMkJBCOMSmSEN3hCNtC/O2IDNECPrsn2eA4uxi39Y+tfg8G5/3LYoLuHQLnfKLbW7A/QzZF2CG44wKBbPSn/bcn5t36r6VNPdcaOMXRftRuQ3dYE2PuQLTTYvt7q+lhbWwwEd2H+AWvGgEZyJ6dLSuR2/KGtr9xlaVyJiIqIkBAQQpIOWiA/gZ8BvvF7G3DjhA6yg2kDiBn2ogevfZrSh/txoN8D/cNKdr93X85u4vDuwFyMrKxtvzCyEjyQIvZJNXttLNjAB/uF70oc0zL5NlVspmRHWN9suUw67rZusCtujtS8rZkMcwZFBzO9L8lmfJvNOt2LAvPAvD7+vpTXsvo6ohZNMB5TzEPq1IoHnDymTg2+CQWXiMe2XNNrahsBsD1gWx0emIDaudi77jt4/zD07wf9vfM8tr3zzk8YbaL/RftdIbZf/tZE/f4yEvoEiTtUdkCQ2cgk3dePF97GhA17aVvacINe+b1stNeHfiCgwSu7JLP/Vqc3b2KfCCCtVNahhABKemQP6ge/n18IypcmwakqjABdDn+O2XvIH5oWpmPbX/r1bXpGgNvfso8P7XzCiIYwKrLfG/qJNrASvlUaVHWPkh22pE94C3focW/Kg83uUvQ706b4QIDpPe1T2e4BB0Xb/OGOTezRifsF9nW5LyCxzejrHgNhiVudlK45aX470EerjFIABay99SSseK8+c9nNL1m9iajFCfyU2QMU79CdGgpqBjiKop+k999mIggmG+g26IymgZDD3odj+9GgrlF8GPKTQf5YugMyd57tA8b9/GaHA+wF1F2eerhnO7L7t0FxDsHrXq9gBFK3SPv2it5Q1++kr32VN+W2KF+DCbtQMkhdAHcBBKqNXG4Jdg2qMGtXqQgQkpESJ0+hkl39StavgjiZPeX8O1FPIr1RCSWT3VM3laNlOLtqcacENx/VcqVxEreHnKOl34Px4XaBUc4wZIzDQRpe39dJbifdQwe4J2zuChV7ahyWTy+9PR/ogHVvu4ffH7y14XxDaXEQS33XBDxMff2hk4WwMUd0UDIc/M6bR6AC09YxW3vdbGl/CozVIKejOCuehnyhNxdRnRRPmD+J9GZKsIFnkS0c6MO9tM6t5HY/B2F9R0dxj5TPMWI/gi2D/K3xuEfmKOgfxIdOrBrmcxuoGhFoR8z4naf+8N3fxW2IMvfAhG0C3WbtcoNEs3u4Mah7JEhRv5W29FY80MGk9G3/g/cbNx4oQW3ccphOvkg8AVsWmwZnPTG1/JzBESLZOfw8mlDBZiUh1a0tGiS8ki27UNOf3iDcKf7uk1t2SoyrB+NCzv4W92p9/bzDHd4jVu3L932a+O3T/Qn8nY0NQHa34rEahuNyeEdyym6r3tVfd90Etqh+JyP1EGmDQoc9IjtJsiP8ncWmD5fs/aVbpSjd1AKhHtkcmjX7ezbrx20Topu9L0MC33GVwSrpYHRkC44PwP1mWPoX/c8fe2V3QoYMf+RuX9Y9nu5/q1WC76kIH047RHoEEd9eHBqreOfBWH7f9Ll5f4APu4t922c0DUjg5nqABoMe7fhObsnhnQ6QBKGUt4MA0lLrdCEK8TBAHbICzpFKoN0b2Ufpjgn0/tj7Iul9eBONVDD22WMcbFQi6mWOuIUfTLtMfvSNQ2rAXY8OPH/7HWG79Gx/mS20kvEyW0XvwooOvHbJ9r7Sg/BBxMbuNjxJqaOR7bXsdnsHJfo4gx0OsCkzqEogAmqLGERjw+kQwNr4vl09ClFEwHmoo2ob/1k2HGDTDR1ugNx80oAAcXvwR2nwAXJ+/0Wu7bSPlo22Ml7ZPbjBnTxk/wkxb8kQxg0Igxvp/z9WdDiNb9eH8bTjxb1ppC/9bxfY4ACHLw461scZ7AzCvk9poL/zxun04PSCQbRxl2h2ghkAmMGMgKhigwCtvbg/eBuFeMDw2o3Rmz7v2gl6hYcfMsgZZRSH5ZDD+tV2Dd8G7ntldnnXbuohwC5tuF8zmwWdO/u2h8bf+UWjZOvt0l2ftivJbAjimOA06N/Wc26V3BWvm//ZWwHoEKC1gXIgBQkIKZcMNcwIEUkbWwTKFlX6GCsbhRidKtxyg24hYu9AjQ3O1vM9HOBwPZsB2TeYo+TmcIVjTdyd02buFYHuyQMaCXuPADNSyXaxuxEGWwLGPaSkOyrckgJ21MADJGfLsrYjMR8Yrk1b3B6RDii7la/2uvkFmOL9NyqplAthpAUwiCpM2wq3w2I3qa8Hb4P+Ju0ZzX3kvKP6u2gw9vL+NIpmd7V+rzTgHvtrSE92EKBz47kfBnTNCMbUlDEby65MMpJ+J8LP/oqbb+yAmNsLOukp9iL2gJ/s7Sz3Px2gUF9Y7/+mC4NAQnCrK1hArFGXMumYAIesmNgAfYcA3dZ4yBgHOODAN/jqwe3bgv49Kt8bq2b/u28hLLWZ6eu3EGBDzr+NFnA3vd/Sst5W3Bqv8u1ePPCg/3QozIy+2fvahCrjItCQVfTe7clbHbyyhWNKs52FBERIXVzJ8g1UxQJuXvHoHUdnKpumBwsUA3DHNiaMoNmY3MzdrFFKdwBWdl/ftT2Mjdgd6W2RBJsP7AOqDgvdgz821ex0+j5YeC/B7n808n9Hu72HzV+3YaUfwSE9sx3ixwOjcChttqTIHspNqUr/4nOUC2RTBfHyC6vXLtmQRFtpRyGutf8kDbj3J/0AidsxErEL0wR62wYGj/ah+m7JfTR41zH7jlewXf4w9I9OxJg9F0NvUNm5k4P213umHrW7k0sMevFbNT7wkNsdke39ANx+unnUjrh0clELQOwT4JZz3tGZfpJWdBwIP72wpDSxkL34TK++MZ+76UwXN7x6Ht987Z/OnLgAQQoVLZ3g2o12j9JvCUKDqKabPm7+2xXEB0xydIfX3pz7FBljQfes7U5U7PPyftk71gEOQD/xNkta6dvuUVL23N6TLQ7uBrIBOmhrR2Iz5ZvRl05dhAlMEAURsDauoiM8DdY4YGojrhwW6nbhbGTtqQNfabpKCqN/8Wv3zT9FqJ6/I5lDMKwu9JtP7ORxNntMQRRBOhhYWtkJHa5iW/JBD4FHJZw+FG4/2iJePb+a0cJ7Px5jQ7SHUdwrbQs2w7rHvq6fNsekfgu5o//l93LyGdCQfv7bNL8FaWPDNKRNg0ntKHpXzgTSnEOKoAhiKw1ribcSFoxLWAmrSVIK6LFkD82fqj8yyakenRAC3MOXbl9qJ7AfzBTRvfnaf/4fzUp58kN5+IRxzZtbKa9x/TW/+Ed8719m+ZGJM/R2GnRaXPqvr/7e0bn90I8OyN4KWMf43mhQ4a1q3pLk76PuHWDvrfbuAzJGhQeM2Ii2tp/fJ3E/DtyHsYxKFGNfyMF1uk8SvCgMGpVBpNK4lHgt1YVUr1m+YXVtcQUrBbGZeTpwQv+A+Xss3mfxGPmx+IKaQdAs694HwvZmyEaMoYlQL1/kv/wPtr7Go4/16feRFXF9rZMTWV1pecvnP+fskX74xxmyGsrhtHRKMDagL32b8qjst1+8GajN3WAeOpHl/un+Su1OuSEw7ggC410i8DsMjjvadjda4982Rvg3wD9qLT0M4rsF+n5aLeGHASaslGsNN2oLiVcSr1FfoLpAuLGwgNWw0BxIpy2Bj54UoKYG05KyAnKIa5axGhljd5vl4S/YITEdS17d5L/6a1w/5/n77oM/RnEeYyQK+plMT2Cm5U38zd/F2Yl//H2K1Oql79TT9WFgYB3A6xio3y/dgxXsBb6daf0WIu5bPN3/yPfLHAI2GU4StsMsj9RwT6FIRq77ZHvvi7sSzs7EbvnoJhyIYAQqWb/S1edavhC7AZdkKbaGrWG1WEi7DkUEqhARpUCoBEU0o+SgIkaEii6DKFTa+J2de8J2f2X3o3oEmNKIZmjM+hLKyS//Wl79Mhw/dd/95zh6EkzJCiYUx2yGY1H1bnERfv7vQnGWnz41Ija7CGTTgvZBHz2awlGLxHZv91DN8TK7zO1bQeSwwH20wH0LkfdAUT949Fby68bs0BM9d0ekz5THO3Rv4WfXWreFA9tNd47vDWARNCACtcSlLn6jNz9DvBSpRQkxYaCFJkoPyObA6iQ+NKFrKULJgIxUmjEtSznXLMpqe0bvrkY0itLs9bnngy0M2Rc/069/Ws8e6Hf/Bc7eCcwNEQYxSrJmTmaYTBXqrr+uP/lL+9P/TTE9LynRKYZ8oNeZTrzZxsG7ErdmZuRbduZlX9oHAntfHKtqtPr96HzoNe3Tqn0WmDvQYuBy2JXfVbnY+9vNHy3W/nVBo/pliO2n3LntRwWMTZhYi8BawpXEK8SF2FqsFKthURroBwChtJ/Qkedk98wJBwNImMECYhvFv1so2HRg96PSXf+2dY9JrTnxr7/Kfv1XIS/cd/5CHn8cOIlUmsFqibWEUtZrlKX5Cc6faHGUPf9F/Mm/ZbksJPnH9Qz/DaPufcg9idw+SOXwatz/+b6oNVL13QUP3u+pbRS1eJAD3Kc/I8Mk+x7clbab39v6zrgPKH1XphN7GnBsj+WSKIxiFWItDEiHr/TLd/1nj0gTMDJ5cZpA0aBWjNAATStQ7Yt9EbEzzvSZVfe/tJ+QRHOFv3yVf/rvzQI+/LG8+8OAIoogBgm1VCupFiiXWC9Rkm5i82M9f1de/Ea/+NugLvvj/6IoTkoyqhP2zgzYNL//os/P9wz5SP/7t3e6MOwl/9tc8QDs3Bf692Tv1nxICb6bp/w2aZTvcPhw79sD5jv47TGHxAfAhjynKJkq4lSVjCl6ONtZ6C1VCNpozG3NRhGkk3k5YCwMMIdGZ+jGWjZV9ad5lzEk46cie/1N9pN/E1Yv8d4fue/8qXES0lGQoZb1rS7eaH0rMQiNMWC5tOmxnL8rIciLX7rP/yoIsj/+r2bZ0ZI0qLCJpdh2qYv2J5szwzuE3yLk/bnfvtiU2pmkfRVsldiMzhD0NxPYIuQAYL8l9B/kSIcQYItEHSh3MHHsWkZLyNbdvSrl9i16X8seRe8UADbmWvXIJqqeURrS3opYaex7rpmU5IsGpQEOW/WnPzPECIlQBa0xGbET62W7Y2P9J4CQvfw6/9n/ty6v8N4f++/8qemsNgcCMWi10OVrLa8hBp/B5WJkMJTRzuby6ANd39jll/rZX9Zg/sf/5bQ4WxujtvsBtojfkCU119I/WXkX/g96/O/qu6PAOmDRI+UHrID7oeKeEMnx225ARhCgD/dbNbw9RxiF/jtK35//7dx2hFZ6OgBa+ae7FUAV+VRdzqiISVggraXGaNVfoNuzwgbiB0eM9aM6R5iD2LZncm/QuD36jdhDAYV18fUv9NO/rMT0wz/Xd34v6ixEpZjEIKtrd/NM1ldAkCwXBYoZoBCHKrAG5w/knR+qBbv60v3q/1fXpfvxv5pOz1ZEhAgFKXLEbrDXxBawK7psMyvuPDqADIfm6ECpfSX35HfAwgOAue39PlponAOMa8P7JTyOwe0+pr+vhr11jb28sZn0N3cPmus4gG04QCLIIvCZZIXEjIw0FUSgxwM2lbeqvIBwyTaEtmhTruMDmnCA2/Oz86mdlkQT0K2v8t/8k37xt3WWuff/mT79UZBppJAmsZbyxl19KatXAMX7pks+h0GiIUauSxZTnLwDCxJK3jzXz/9DjEH+7F9NZ4/XxqBua1A3g7MtAg2obzcC+wSVfVNzfyp5HywaG7/h9Wg9w2W+Hdqf0kh49N1Czbs7wtAhAr+n2Gg68O7hF3YBrJnR9q+RfzpfTgIRoCAqqOqhGVED0SjJ+NkQuBRl2QAhG89kUDRtPyd7hs7mrb6q3fPGGcSMaLoIgRFQRP/6N/mv/h1ff1YfPfYf/ady/r3AIpoQFItS3rjrr2T9Qlghm0EFdcUYEWPCMlYVFleiDicPePaRwOvXP7Gr37gv/sqqlfzz/+Ps+PGykYWS4tI6sXYCT0fdUt/2LQ93uXuh9h5w/7aOlYeh/9Cz+zREYAsBtiWQ3wnU3rsb3z4N9csWgzdAaVvQKQZS4lrKS4Q1LTRA3/01r7dUoPX4hFPAE64zk/b+tnGA7csNNvZU4aaHJExR5V//zH/6b+LyDU8/zD74T+T8+zWLACFNLEq9cIsXWr4EauQTyXKEyLpCNKYIEWqIhmqN9RqTgMnUHn6sLlfArr6U5/9o/yHEv/jfz04/XNHqFHFI2r1mQI/8Y4u69UnmIeGknw4KKr/tHI82coBp7MfM3Zfe0hXiHij5O/rYb5U6et+D+E4KSmZQMWGlq+d686WtLhhLWOiOoe7P9/ZakqdMoFMgA3ciEG5spm27kliB7niJMi2p+eVF9pu/ka/+ug6lPPnD7Dv/GbMnJb1RCBMLun7jFt/I6hmsRHaMYkYowgoGiiKb0WUSI+qKoZZ6hdsrROLoLD76vuRz/fw/4s2n+uwn9m+v+eP/w+zDPyiplcBEYIp0zkxiUH2c30qHVb4xcssdevRbpgPC/d5+vSVf8t33353uKfzse/eeKwOjJbuhPTArfULObkG3xwQMDMJKqlf+6pdYvIj1ShiQ1N/tdavOmE8qxMMVyOaCCZlTHDf7TqTX2x7535IuWu0zacYS8jdfZ7/8H/j6Z3Vx5J7+M/fej03PKzoTAU3C0i2fuevfYP2GQuSnMj2jyxBqUAGFcyhmyOeMRLnE6oahksUljPBTzOc8/5DiRBze/FIuv+S//79Uq3+V/+g/VfpV0mESH/gdQmpX0x1CzjbDYd9zdgw8Riobk9D2qrn3oNc7HGAX/rZFI9wf+kd7cx/Lbldyt6VRhjOAvO2/xqjM5jxGu/E3v5HFN6zXYtZbkG104x6mCURFHF1Bdwx/THOMGTSDusYHrvOC3oiObDa1b+mXgEUB1VbFNz/XX/1lvbrgyYf+/b+Q0+/WmERTgLDgygt39ZnefsHygm4q03dw8g6KY8TI+koI0EAHyZDPAQctSJF6iVBidSkk6nOcPubpe/z+RE+e4pt/kpvn/Ov/W7W8yX/8v5q7+SowikjDB1ohre8fgYGX1/ZEDEnQjtQ0klprzG7JTSOD5nbwoY9aBxBjf4nx5O8ozeHFFkz+1vRjH+72J+AQ5+iPPraXfrvu9fgAai3fyPoZ41qbdSBJViGQIrI1z+IgHpLDT5GdwM1opGSQDOK3OUDP+Yzdf91pFUzWHi0vis//Tr/+mxBqefQj98E/x9H7tWXRBGKwyi2f+6tP5fYzxhVkLrOnOPsQxQlJVpWEWmIJqyGgRUDhMuYKGryTFRjWWL6WWMPlnB1z9sA+muvpQ/3sr/jqM/un/64qL/yf/e9mxekqILT4zo35H3fx2D1PDkH/WOaIhX33Fd5ZbvNonIzerzP+rZjgW0D/gU70Yg/ujt0BrjVuaW07s48DNH8GmFgp6wvGFQHAQQW0ZOHfWrlKJnZ4ugI6o5/RHREZWAEZNId4ihvu3+3zouYvnWgEEfOXX2ef/fd4+fM6n7l3/lze/2fUB1WdmURhRH3rF1/460+w/oYW4M8w/wjnH7E4YYhYXsryEuUV66XYGjCplizX8AoSroBTikrpUC5RXvPNF7I6l+kJZ0V8/H2bnuov/p2++IV9+m/D8kb//L+enr5bBlbaLvEJW1ohzRBsNJftFeJd7Bih6L0apPfi7iTesbC0ByreFt8O5PPuDTH3TkPoPLCZeEwWuk8aRfR2BXfb/oPhmCUOYAGMlIxuSvFEFBLk5lUAEMJBPLSgm1GnzKZwBQgwAh6a/J+1PZOrWyiQVu7vVGEDqVbmLz9zn/0Hu/3Gpg/dkz+Wd/7I9Lg2z7QtoXzjrj7Vm1+zeg1xyJ/i5GOcfMBsbmZS3sriNcorxBKsIQRrxJXUC0KEjt4jm8JncA4g1wtZXzLWEkrYA+aFnT7FH/znLpu5L/8ufvG3Vt7in/3Xkyffhbm64QDdbrK7iFof+DaDPGYb3aXjo+kOHNiq8tuW2w/9uNsKdJ8O7vnIjaV8D7ISPUKxw8vuGLsO6DvCj52u9nkCktpHf8zJY4aVWd05hwo7dziBKKGQDFLQTanp/BUVRokG5yA5xKNxrOkZgpK51JJIRTAqg7995b7+CV5/GqsFjj90H/wLOX4/chKDErXGhS4+94tfcvUN6jUww+QDPPg+5++Y5Iwm60u5eYH1azDAZeKdRAczwmC1WAU6RCKb0E2YA8EkRNZriSVWlzCKV0ymLB6GH/1nrjh2n//H8PwT+3f/bf0n/9vJx//M068JExUaGqGtN7xpXjoQuDtU1M7T+1A56UTHg0z+XoL62KOd5autdA8OMGZ+4fbzQ+lg1DSMAu7hVrbJTzd24Nb1bvUExVt+BpeDFWPdejKHFHOzrU8ABTzFU3JoRnUiQFiJEd5BXOv72Y9C3unZDozC0i9fu+e/xJvPbP0GfiqPfl/e/bFMngTLIhQMWr72t5/q6hPUlxLB/AzTj3H+fUweGDwtol7I4hXK12QlvpBsJk5Rr1CvBSRqYYUIMsIyZjmyKSZkWiNDFFZiS1nfkEoWlp3UH/2Fm535T/4/8fpL/tX/tbp5kf/R/3Lm5qtosdnH00WkSzytI+07U9gf/5HZepu0K96M6tlv18K9i95PBBqn8A273y3LQ/d704ict+e+L/rveWGkcXFABp0ZMloEgiAAEelXIjbiULL0O6iHeIgQUcwQDZqJZOxDPwRs/G1AQqJbvfEvPtE3n3J1AYoUT/HkD+TBD6gndXQEEEtdv3DXP9Hy17BbIGf+Ps5+j0fvmzuiERZk+UaWL1C+YCxFc7gp3IRCSJVWiQFCFTFKqBgjcqHLkSuCMQSpb9VqYSnVLUyoBTCV7Ci884eWFdkn/9YuP+c//j+rq2fux/9qfvxoZQiatj1sYmfvDOIOl97c32+K76PW7nt6Bw29T9Gx/G+pA+zBiPFWR1H8QBolKntRgsMmmga4ucRmOZfIBEKJEEd1gIEBYmKxcwhFYgJNnCkHgSAdTW2iHt0W4VYBhiAF9xSU2Zuv3bO/580XFqPIDMfv49GPcPadKLNIgLXUC10+d8tfS/kFbAk54uwjnP4+Z09NciMkrmX5Wm6/RnUBVvATurm4gnS0SkKA1RBN3QYDQi11jnyCPDMpMDlBNMSa1RKyQAySRdWc4qhOJLNH3w8+85/+JV//mp//db285I//1eTp9ypqlYS6XcPunukZo1ncjPl90kaR2Fd+FOtGe7AnZ6gQbj/zXaG3V0oBbEDtPq8P6PUobxjIMIcqOjw0aA2U7TaotIrULf01IJwCkRvTPoHNq/1NVWy1BYOIqApEKM2CrwKkaHSLy+zVL+T1z62+FeQyew8Pfojj95mdRsvMKq1vZf1a18+keiHxCmZwjzj7IU6/b/7UgiODVreyfCHlS9Q3cIr8DNkRXAEqrYbVsAirIA5WN8gfK6yuhYqTXPIZk4SmQgbEWymvGSvEqGXJ+SObTGVSxPOP+ePz7Nd/K1/9A1//Ov73/6396L/Kf+8vnJuWwaI2I0a00L8rCG0pXTsEqAOnw3C1BZr3IY39knfm74eMPoz5plV+WxzYI5ykm8MSyniHd8B62KuDcC/oRUfrUaPGoc1tlAaJlBYLVMD2wEYKmn/aWjkJQCwIA6xU1AYnneWHtca1u/pSX/2c6xcG0ckTzD/E2ceYPjKZmDhaqYtn7vYLqdMe/BqSIXvI+Q9w8gPT4wgHC7J6LYtvpHoJK+FzmZwgP4afEg4xCCOEwigWKARjMkYh1ihvsbqGQB9+aFlO8RQFiMUz3j5j/UbKleQriSXiY2YPVXMWT+sf/M/16JH7/G/s8kv7x/9Htfgm+8P/9XRysqYGECJCUiV5BDZmvTsknQFHkP7/Y7PGneIDKLw3TN+rZF+oa5P/rXBuX5ExsWf8XhqYO6DobJGGAUrtVDX8lTb8KQHX/Hb7VEQgEY3bZ7spUdBsgW+lHBETM41rsRLlDfI3TqdCBwEs6vpSbp7h9jmsluKhnH4sJx8yexgxMQpICZe6eKY3v5bwQqyEKvQI+SPOP+LsA9M54WBR1xe6+FKqV7AKrkB2BJ3ClGVN1BIDbC1xLVaBsUE+l7PIUa6lWqC8wKUh8+70fSsmpo7Oo5ia83r7FcMCIehqpfEWXHP+yGZn5k/j0x/b0RP/y3/nXn1qn/5luHguf/BfTN79QYSWTCHbibQJbjNBA8bNzdgfnLmdhzui1DgODArdmbkHE7YgpQdFrQ5wb1X1zjSyZH2AcuwXZrhtlu5z1X3Y0uxE6YmwbOl0snIkz/iULwZLAWWt5zi0qQvY7CSUqpKwBolYYn2NcCnVGlZKXEu9RKzEecyfyqPvyckHUWcWcouGsNTyUm+/wfolwgVUmT1Afor8ESePMHlgUiCsJd5oeanlN1K/ohr8HP4YOiUd68ZORavEKmItFgSGdLikeBRTHAlCifINF1+KrUWCe/x9uCKqg8+Zz1DM9epzri+teiHljaxvsV6oOkyOTQoevR9+73/hi7l+/Q/24lPevqo/+jP/w385nZ6WhoB+FNFulaM/KXJwfrfnbpOzCySjrx2u9HDmnSR1IwKle7wN5o3lD0Fzfw/21nRQYz7ESXbr7EdA6B3Ei/ZElu5Uat1BALYrQ0KICczVC6XBTzE91eLE1iXrCoBohum5uJnMzjF7gvyEAQjXUq58dS2r11JdMa4hiuIRpk8wfchsbphAPEOU+pWsX0u4knghvIE4yc6leEx/bCaMBlvBAuIacQ3UgiANBTZhRKyRzTk9o4gyuOVXXH2J50vEyj/+fcmOghbQIvoJ87lefcbbr1nfiFWKUmyNk/fl5Kl5z8nT+vf+cz9/4L78B7v5Gp/8m/D6M/39/3L69LtBsoqIIjAQm5AZGz7QDHI3VUOatJmrrXk8THAP0/X7AOQA9vb0CsMjku7TlbH8EXDfQ9QH7ewD/b1v7SLVYOjb2qX3H9HGq0LrtpAM/9oE4N+cNJq6nZCBQBSYri9deSFKFDOZnkh+JH4iKhKnEEhWIDuin5M5FtdcvsH6QuoribfCEqKix5y9i5PvcvrYkNOEFMQgscTyNcqvYBeQFZTQI8kmUkzpJkJBNDhAiNoAClTgQcJqkIiGGBEFkqN4aA8zzXO5/Lktnmm1pNX+/T+jm8dQUF08dcyPtHgg119i8SYuX2m5lmolInLyxFxm7ix8+GN3+sR/8Xd8+Qt7+Wm8fcEP/8x/719O52cVfU3rTZH0xEg0XJe98NSyNQc7U/bbpPsIQmNUeLdAenJfMyh3bg71ZBT6e93aVVXv0eo9HnV1dkmB5JKARqll2uOrG8K/tX+AQNobZmAURL98mV1/jvUbgUqdc3mNCohEVdMi1JGGag2WDAHVktUl4o1gLYjQDNkZph/i/GMWDyMKmtIBkaICQlgDRFZAPEWEOetIXsHV8Lm6DEWOzCNMGCuxAASEJQmEFY0IFUItkpl6Zo/s8bFmhXvzU9av5Pn/wHqZvfcXLn9YMSOObJpZcaRHT/TN53r9JcMtlt/os4DljTt9H8WEfhZPPrY/eOIef6y//iu5+Dz+7P9df/VT+ehfZN/7iyyblpTYCJWNh+2260RPaOzA4FDI5N+J1H1vXrFLfFPu3QhwL91jzBB2x9N90v/+Qdngyy7/QTsBPVK0QQdtp6WLfcDG7DPYM9DtHjYTiX7x0l/8EutXiFEkp5XkrXlHeBggGegQVBARI2IFK6EibgaZwRXwx5w+xPSR5Uc0AEGSWkwTBJFasgLuCTV1NTLUiBH1NXgJFTgv2URcBnEiCi+Ah+YSClgFGEOJUMEVQAZxlKNw+geQQi//nqsX+uyvsLrSD/5n2eydoGoyoWmcZ8xmmJ7p1W9w+9quvkK1kvVCT97hyQP6gv4kPPkjPTrPfv23+uwn4foZfvL/Ci8/1e/9y8njj6PzJdWSDCO9MUdPYdvdZHPYznI3InDn4lvcooEGbksT8t/8d92jsabHauHBArvrJvfVAe5DD8Y+cigOoSfQd8IMeuDevdhB/wb0BQYGsdLf/CZ/81OuXsOiSgad0B0xf8DiIdyEUKhAnaRgWzHAasBEHXzBbE43o+QNhSERVlrfIq4UJUBxOfyJ+SOiMHgmwcZWUi+lfIP6WuxWUEuyP4oXyaGFeA+nEtao1kTO7IyTJ3TH1InpxNRDlFJq/Tx7849y+6mAMn1qj/9czv6w1kkQ0kysQlxreekuvtSLZ7QoMkF+zMkpjp/y9KllGZWQW/fqM//539rFbyyUzOZ48nvuoz+TB+9FZDUkamN1GNHbdqFi3yLpvmnfkpNHEeCAVjAmJ+9DxbvjAh0qsF8TuG8VBwS1Ozu0fwG44QAdxrdsYROwpOU/G+FHkkMYLKpV/uo37tVPrLoQmrgCbgo3gzvC5EQmJ3QTEE2krVhBCDUknTifozilHpG5UWCElVLdyPIZ1l+JXUJWIg7ZCWYfa3FibgYraIQYdAaZAU7EsTbYLawUBgBp8w1rJ86lmNUEwaXZAs4ZhXCCZP6fWvZe/Xia+QluP8Xiay0vcfM6e+cvdHZSiVIziJrP4CcoTuXmJRbXXL+W5SuurkVET59YNjE9DY9/ZCeP/Tc/d88/seuX/OYf7OpzPv6Be/+PJifvRs1qaiRFBOgiivVCwhya1btm/C2Eox4YHECz8SfscYAuyTbqHGhvaMw6TJ4Hj3Y439uN1y7nQaOQbXI6KN++3bo2AGIGmDJIvdblhVz/Rq5+LdWVCsVPUczh59AJZYLiHNkR4RBqxBKhRChpAWmZTByyY84eIn9gOmVaebBK4pXcfq3rr2CXwpXAIDmyByzex+Rdugcm0+acSkawFK4k3ki4kXArcYG4hlViNRhEmkhGgINMmJ8hO6eemD+P2Un0M8ITCkTB0i8/c9d/K+tnQsHp9/jkzzn/Ti15NIFFxlrDWqsbvX2li9dYvAEExQMev4fzD+JsTp8REWHpytfu+S/w8ldcXtAiswnOP9J3/kCefEyX19AIUgYm0j2MfXOq0G7JO+e9x+FHhOGW9vVzDiNSiwB3+u7373YhbB8V34cAO19+x1rc6GfssrkdBOiebvHQjUQkQjA6q7RayvqW1S3W1ygvUF1ovRSY+kImR9AMVEaCCp3ATQBhXSHWtNiuPBiaXVpzTM5QPKCbUL0IgUqkkrBAdQFbSVyjXiHUIIgcbg5/An9CP4efUQs4gVdoFNSwtYQV6oXUC1S3iCuxpbCUGCTFVUn7FnRCf8r8sU2eWvHAdEI6mglWGr7Jrv9Bbn4FWyM/5/mfypM/Df4kJK0nBollE3bu6ktZvkEI8DMcvWtnH/D8ifmcRpEgcaG3z+XFZ7j4GssrWo1sygcf6gd/KOcfMJvU4iO7I+tla/z7kzS63LuXSu65HfF+b6/fHgH+9abGEYv7AQ4w8HQ40N09+fdNY7A+ygG28GkHE5pRMwAiUNS+unaXL3j9tVVLqiKbSj6HE9EosRRWYpRQoVyivEVdwwziKFlaVCaUyOEncDM4B6DZW6gZ1Ety2UeEKCZTzM6oOSUjgXop62uUl1LfIC5BEyg0p5/DHSObMZvST+A8VJolL9YIlcQlwlLqhdQrCSuEUlgjbW9UBzdl/sAmH3H23ehOzJyZAZXg2i0+8df/hPo5XIHjH+Dpf4LivcqckUl7kbDU9St3+1wWL6VaAYr82KZPOXvMyTmdZ+bhKFZKea2vvpQ3v+byFWLNLOPxO/Lk+/rwI8zOTPNACZ1EtG/KRkjeQTK3ddsR1jHdQDCSuQ/BiBYB0GMrh0WgPjV9awS4H/QPx26Uk7wlIhkhgJkI1FZ+dele/YpXn8VQojiR2SPMH2J6hGICL9BK1re6uNCbS7l5w/UtwgqMQkIUaZOA5HQz82cskr+aB0ysRigRVlIvUF9LXAgMmmH6EKcfcfrIZGr0DEFYob7R+kKqV6hvYJUQEE8p4Gb0cyYfOOfhFM5BRYQiAQxgJbFGXWJ1g3qBuNC4EtSCAFXqCYvv8fj3Y/440JHJ3XXpwjfZ9d/i9tewiMkTPPqXcv77teYhpiDvNcJa61u3fq033+DmFWItMmV2ytkTzh5xfoo8o/fIRKzS9aW++g3efMnFC8YS6mx6gtP39OHHOH+f2VGARKRtoToO7iN5BwXdTrXA2I6/Lg1dZvpFxjiP/J/+9QhFP9TRMQ4wQqQPIgD3iz3j6v8egfKOlAx1JJuN787W2Zsv9fnP7PoLY4nJiZx9LGcf2PTYXE4oHbW80ptv3MU3cvMc9VJiJYztrkGhOLiC/gj5uc2e2vSJZcdk1qxPWSn1DcorXb2W6o3EW2WAeGbHnL7Do3eZPTCd0jS5k4oG2FJsIWEpYS1WN53VHK6A+l5YoQiaIEJFHOCnzKaks1ijupXyUspLFy/FbgSEm3H6EWZ/GIt3ohTRBGbQCnKTXf+Tu/4bltfi5nj4p/rOX0R/VkcxE1hACIJK4sJdfalXX3F9LVToHPkJ81P4OaenzKfIC+ZOJEh1LVffyOVXWLxhtaDVdBnnj/ThD+TxdzE5i3BBxLQnFDXzMga+B/yu0XfWHCDAdrF9evBW3bLJ/B0hwE7JcWePXVq+0+MWaPf04i4E2JHihBQxF1b+6ht9/glf/9LqFYo5zj+UR9/DyeOoRaRSFLHW9YV//hN59QvUt2q1A0QoujmGmuLoJvAzTh9i/o7N343+2NLZYbFGrKS6keoa6wupLyXeaqwEQi3gT1g85OSc7oiuoGZUD+/gAGfCGnGNsJJQSqyTXtGsx8FgseEtVopVQJR8xtlDTh9aMQcFoUR1q6sLWX2NcCFYq3r4x5z8kPMfBncc6QhSasGtW/4ie/P3XHwtUDn+Ht/9c5x9VHFigTAwRmEtca3r1+7Nl1i9RlULpIkGkJ9wcsLJKSdHmObIBRolLnRxictXuH5hq2tUawo4PcXD77p3fiCzR0F9ELXEDdA7oVW2aeiArnMMSYYXh/lAv+axtC0CDTo0Vm93S2xD8wFJaUxA4r6+7uvovi/orT5uaqOAEBVQrc5WF+7lr/nql3b7DUMpmuPkPXnyBzx7am4a1DUuLqzd9dfZ13+tV78RK50lX2ltQv5DmX7FQdJ2eE8/ZX5mxUMrniA7ohYGASNZS1xLdSv1jYa1xIAk4ruCWsDl1AzO0xVwOZ2HT+ZLQwwSa8S1MIBxc0RxOs6jWiLcSrgSWwpMXEF/xulDmzykm9EfmTiWC1l+revPnF0oanHHLD6y+Z/EyXsBjgJagKy1euUu/8Zf/QKxlOkZj38Pj/+Q06d19GlfEGJMn6DLV3r7GvWt1CVoAgeX008SC0JeYDZnkSGbQgShlOWNXH6D62dcXdBqFlM8+K57/H05fdfcpIZGNCtlW/CxRVL3wXr/+sCjIejcAVcbDjAix49WcT8EAPbaiHYb2osDe3YUbHm29RioQEgo1Cpf3vqLL+TlZ7z+2spLGOFymZzh/GM8+T4m57VkbcjYKPXSXX6ef/VXWH7tWTlDs3lApAn9AIUIm99N3ChCSW8ypZ+zeIDpQ05OWMyoDjSUS63XCKU0W226Fbd0SIeDerqcUsBN4HImhyWrwSgMgpickVJIL4kVwkLqN1Jfi5VKAEXSQ2zyxI4+sOIB4cm1rH6TLX6h4WuJazCHf99O/4UdfRA0iyJgBGvBbXb9ib/6Ry7fSHTIz3n+B3j8+zE/CvAWIWYIlcRSqoWUt7K+Sco3YtWI45rBF8xnmBxxeobpEbIcSomlLK/k8itcv7DlSws1XY6z9/TdP9Dzj+jyWlwkRjTOYTiP+11saN9hFWIM0u6HAIP8b8EBDsh2uw3JyCskeowTaO96Kn/aluviyl8+01ef8dWvuHiFWAsU+RzTRzh9D2fvc/YguqmJo4CeGiq5fe0ufu1efSKr544rlzYKaAJ3pbYbf0UAbYKIEL0TYpiciwhPN2F2apOHmD1hNiOFMaZYLGAtVglrYSW2BktJvsZ0RE4pqFO4KV2GJuIQAUo/mDMAiWJrjQsJC0lRLaiUCbMzm77H6VPqsYkQldiFX36qq9+gfi1RxD208z+W098Pbh6gicZDK+FV/vqnevlzrm8FDrN3eP57OP+uFad1VEZDTOvctcRKwkrqW61uUS0QK0lb0hRQD50gmyE/oiswOULuoURcYfFGLr7m7XOrllSPsw/dO38gZ+8zmwRqbJSzNK8cgcNm090AbLYv+hA4kHz23UkHVJ0OsCtkS6/qXbsQdy4Gae8SwUEcG8fhFnnZdzhpHosApKj56sa/+VJefMo3X8X1NSyqZiiOZP6EJ+/j9AlnpyY56UgCJCsNt3r9tb7+taxepwOxFbWYCaLSBK3raC8CXBMHRbRZT07rADTAWrzMTaeWP7DJI+TH0IIpKLmVYmuJK4krsSVYNeZL8ZSCMqHOmHa+a8KBdLhLqhxQIZItCCIRXEusxEpYDQOkYP6Y06d0JyaFEZAostD6hVv9ShZfY30rksvx7/HhH3P6pII3QwqVJ1y45RfZm09x+w2qtTDn7Ame/CHOPww6jXQMBJncPcRKiWuEtYSF1EuJa2GFWDfB3iWnTjE9YXGE2RRFDgeJa9xeyMUz3jyzak3NePRYn37fnX/AbBbFx+Y8BW5AbQPhYwjQAO5BFbS/KLfX1yjV06wD7KloJPMeCHBogewgtvSLDYS9QRKks9QB8/VN9uITef4zu3nGUAkdsrnMn+LkXRw9YXFqMjHxQAQpsZSwRL3Q9RssX8rqNWKNybEeP2I2gUWuF1i+0fW12kpgKumo3V6kWwrE0c2YHzGbGYShZLWUsFCrhVHEUSeWnSJ/wPyUWhBCKyWuEFdia7E1WIsQ4uHncHO6I3Mz+gk1h/ouqKI08UxjO+ttCBamAy0DWMNKIeCOUDykPzGdEFmzh0tqYK3hlbv8uS5/A9Ry9CHO/gSz92rJIxVmtCgoBUtdPM8ufoXFVwil+ILzpzj5PmbvUI8DnRG05kA0sRqsxdJSyVrDGqGUUDNGAFBPcchyFDMUJ8xngCciwq1ev+D1M6wuGSubnevZ+3r2oZw8pp9ashe1ofl2yCG3zKAjMHNvIjtI/s4SBzIPQ/89qzrgPDeO4gQgRoiJVdnNN/7Lv+HrX8S6FHFaHPHofTn/Dk7eoZsbi2hKQqLBKq1uZfVayjdSXaG6krgUANMTffgez98xncVAlGu5eYHLr7F+pSwplCb8Wy/GFg0xwMjiCPNTUY9qids3tr7Q6hYWRGqN16wAEPkp3BTqgSnFg1MyCCIF0ALZHH7ObGbqoK45W4Od/GNCwihGGAltI7I4A2AGREGGWIlF1AtIJqIUgXpAiQnMm895PnX+2C0/5eJrKUue/siffBduGqFQpeWE46xgceIvznT5Jcsr3Hwpt68tP8f8Azf/QLOjCMfkWpuWxuHAnMiZFdBKXCmxSnuXxUqUa8YS0UCln9MVzDKez+Xood680uuvZX3Fr/4+fvNPmJ7Jg4/00UfF5IG5LKga0PD6vk1P9lLyg0J1v4axfPlv/nXP7HhQjehuR8n/QBkY1w32U/rhdR/gezKYmDApUFHL6/z1p/LsH2z5HMEkm+H0Azz6Ho7eje7ImNGkkdRj0Hop69e6eqnlJcJCrBKWQoM6TI8xf8jpA3NzozcS5Y27eqaLb9RWDiaSNsmzPWg1yeVCyeiP4uSUxSm8AwPCWuqFVgvUa6FBcmbHlj+Ok3P6I6hnIuXGdheyh8+ojqjV1lLfSLjVuILVwiDdqcPioDnchG7KbIZsQikInzY6iAWplwhrwMFPJTtidkw/p2SEkg40sAJudfkbf/NLhCu4Ixx9hOMPbXIW0+I0CSMQhLVw4VYv9fI3XL9GCJAM2TlnTzF7jOzYxJPSHqdgsNhqOIktBEGQWIrVAOAyZscsTugnFN8aLYLEla4uefsKi9csr2GRvsDxU338fXn0MfykEjXZFr77/j+dMDwCZnuQoZOwBmlbBHpbBPitob9feIvEj36eCQhEDaW7eeGf/4wXn7G6FnGYPMCjj+XRdzk9iyyiCaJJDBIqqRayvtTlS1m+RFwJ63RMhMBggRYJoeT0U/oj5Ef0ucRKqlstL5WVCiUlEmiP2k64RYBKeEpu6umUKiJU1pJkISjh6U9C/oDzJ5w9oEzMPANobI5sEtJWWr7U9Teueq22FKsVltTfRltLRzPBE5lpDi3o5uZnzOaczKAqDKhXCCm0kcAXyE9QnFuSiMSTSKHh3eIzvf0cYSHikZ/h+H1MH1o+M/FMyjEhHnDB1Rfy5iu5fSXVktGgObNjzB4gP0V2ZJqnE9NgBqagSbHxCGQtrMBSLAgIl9PP4Kd0RXO0ggocRKNwLatr3LyU2zdcXzPUcBkff8+9/0eYPgjqorhkYugRyRYwZBsUD4HZNnRhmxUc5AB7brl9sas/3AsBRqF/Z7NB86lMRn2pV259qRdf4uLXWLwgTfI5Tt6XR9/H7FHUwowIS11dyfK1ltdSXqG6YliIlcLYyPKSLEaRFtHYvbU5dFF98haGQEERqGg6M1UEYEyBtKRRfNn6AUvXy5ZXAMKWizuT3PxRLB5y8p5l56Yzo5ARtpb6QstnWn7j45VjqTDtTCMt107VJdEvnV9JKkVNMnMF/Yz5HG4CCi2gXoMB6pBN6c+YP7L83NyRiQMMcuuWz2TxTFPEReeQzcQfi5/Tz0wyMjN10AyZCoOGtVTXqG5RL2EB4tJGHxRn8EemBeGswZzGvU4YwRoMYmthLSIiDpol6Kco1SXnDqiImMRSwkrKG6yuuLohiekpHn5HTt9hfmzqTVwbtKMFmPEdAru3uzCJNJabLD/61r40KkgNHFPvS/7393br6ww0Ye3WN27xQq+eYfGCi1eIFXwms4dy/qGevhuzU4NjtdSb5/rml3L7NepLiZUwCCw50EsT9NyxQXgTGtiEtAVEUCMqrA2JpenUa9dYgdjZZNJmebYT0oC5tBYM9o4HFgCIjrVWK62u4/INsocoHko2ASLCla5fSHjjeOukVphuRlj6P2xaabCtPXuvZFxavLWqMD+zbKbOQUrYCqFGJPmVYQZ3JvkjyU5ZTOGBIlc9VaxkvUK4RXgjpqAjnYgnvEpGKegL84V5Lx4qQbVGWDKuyUAqtYAeIzuS7Nhlx3BTagZpjxaUFh+sRgyEpYhzgAAqqhQPdXSeokznkBRzyTKZzqUuUS3t1S948zVm525+prPHls2jeKPeH1T3Qt0g9Q7I2C88yQAo97dyzw4ecJTYuiZAqVf+6it9/ZksXrC6QaihIpNTOX6K03dk+siYcXkjy0u9+kJvvmT1SsJKLAiT1V4oAnVswrylj2kWmNrlhCbEoaSYm2LtBmJF0gGoHZ5LY7VLhhZuzoNsF3JSjZ0Ag4ZdR0VErMSuGb6mOiCCa2GpqBVBSEXrCdLV2B+0LTcvNnvFYEIqgoU62orqASNrQQ2YEspb2qXVX5tO6Ao6LyqiEFuLRjTLFKmSxuIKCEVpgsoxqdSCbpN0s20oKsJrVo6aUQu6qbgpdCJaQIvEQmE1LBlJA5uNoNLEVG1iS7qW1jhkGVWhXnIH77Ves7plecUrx/kTefIjNz1PAtq43D+iId8PFu/YEzyOGhuddOvZOCjvVrgHY7hdoNmoFfX2lTz7Oa6/IqJkueRzFEcyPcfRQ/i5BWP1Rq6+ws0zrF5ZuBXUFKUvRNJxRp7qRBvoEgbESqxMp5+y0cuaOHCUNjJmgxEUsf7WbsFAAuTOQLAB4s3WqCQdtXxBSmEl6WR5JH+HRnpqrZ9yyPMDLctpm2yP7o6wEgwUApFJi0g12kpQiS0RNZGDJNSx8Rlp5TcahKk/0rWXdokK0lHhG/ymASKsEUvagsFBHJFBMkpObTz52piqbHiYOkG2secwokMni3QeTukE6iQr4CB1iXqNm2c2PZPiSCHEgAmMSTjjgsqe9FttiXzb14Zi0Sjy9G7TwIVSqlvAyfEDPXksbmp+Sj8BFHXA6lJvXnD5EvU1BMiP6HJkMxQnyOZwE2oOUROCpVY3sngl6wtDEECa9aaEJDnEQZWAWE3WIkFh2gBYkM2gdljQbgBpfVt6y9OUVjcA1EQMvjViUlAm72VpzJ3phcRwJAlpSb1oeRR785lAv1mSY9qO2ZxpkDgZm+NwmkDnIJQgkA4DRIMY7UGXFAc4IEWcNmncTtnaIbnR1tpwkOihTcOlYWAtLNnsYPBQnyJsU5LO66EeLoOfto6u2lSfwtOncTOSBgVERAtMcoigDrK+QajF+c2O+3EIPyCo9DN7L//OToi5M90hKe1BGxFOjyWb0ExOn+jZO4aCVEQiWXiWl6huIEBxhmwqk2NMT1AcIZtRMsKRSggYxFZcvZZybbomRFThCvEzpK1YfgKXpYVlCSuUV6zeMCyMlcLaXYhsYToR6e44IYEwbTFLnhKtvCsQb8hNC3MzZDkQtb5GrNgsKbQndCVHa3giI3JTR7BxAUIjeEiDaAnMHeEp3kTZ0FoAEQyCQEoPQ5SSmRamBUWBCCQbawJcAZJ82Kw9E5GMQGwWGWgiEY1Jio1wnzYoJ8+ohOndhipjYyqIkaKQDJoliR+awWVwGZInbBNZ3gAFTZgsbIAQESJg5pHnks8QFwglQwUtWlKwDf53kPuDUrvHUJAZ1vst+cCd6WC9gkbfo3BybPNHWn1NkwagzaSuUd5ifY16BfUoHmN6KpMTZvN0oAsJUploKgkDQmRN0xlm7yCbojiGn5vmJlk7l22vMkNeSnWp69dSXlhcitWCJAo4aEbNoTkko3iIEkSKm8taWCdfVKA9ZMkfW35kWS4SdPlcylsaQFVxQKOEEzlZmJ6xeGDZCdWnWNBipcYl4rKzYqU1Abo5syPzEwJpUdbVtxKWQCQFcEAyueR0c8sesHjM/NgA2BrxVsOthAWsFIsAIB6uOYIAmiGZTWOFuGRYwm7ROi+15NdRPKSAZBRHaDoRJ1lCEa1BEmlOmoIrxGWNhS2ZqmJIPKlZSbAAWis6JjQSikOewQGoECJiDYubMsRGMqXcwRBG5YvEYw9ygH2YcSDdWX6Pc/ZGrei5cCSpQPN48o5efIObS05OxVPMUJVYL1CXFCfFiczOMDmlTghPS1Z2MmmrknY8VajWiMbiVNISvU7MpDkXpjHh1Y30LZ7OsyiQncpkIWElrJrtYJolx+akXUAc0xFzDIhrxlKsklSDeEpON4GfUB0RtL5kHcwEyCBKIeAoOdzUsjPm5ywec3JClzN5YjKIlayXCEuNpViAKHxBXyCbWzYFgHqF8kqquqX6vsFJN2F2ivyc+bllZ6YzqicNrIQr2FLjSsKSsQKtXWibJwSgeMCxseGsxZYSbsVuEddkJBRaiJ8hHaAmnuoAghFWS6yQjrJsdoc6qhP1bENtJxMcY2zi0EAhKonjSet/bgEQ6JR+hrgG0OCMRVFpj/DpIEc2QDWKBgdAkneIQPeD/j0q8d3lBw0N62FrDlE7fmSTE3f1palLagBjOiIlg8/oc/gJTWg1GNjoiA4qzShbqdWNVLcQID9mdkIWFpRkgl1hTNZohAri4KbwE0hG5MyOkaEZ4k0PRWhpd3HyhwQMMjMfpdGtXafRIkYJpcQlqmsGM5lCpqYZ/Amz9HdELeg8RISQdSmhBgNEKFNqjuzEfBCYqKaT8ECTspS4kvIa1TWsBM3cjHpON0N+mmz/1NzSUTcpHiMAKpCZTOly0aN0SObGQCwKI5pTI4XMIV50ivxMGFoJ0EEKNrS/PVCjoabJdyNFco+d1NTOasthm7iUjZ4nBGCNhpFcANOWoGLGvJAqJHMIG99ba6P9tYGQOy+pPsDeS3gh8D+NDnDIO2hYdHghAhNkUzt71138mhdf0Xs5LSTPyBlcANJJQURcw1LgBgeXQ30CFNhayyspr8Eg+TE1OYQijaZYRLN/5Uaqa8QAN0XhoROqEr61bQNg45tAwhKYtH2VJHVoijbPVDaJ+AxipdhSqluJJTSnP0J2jMkDFufmZxRHEDFIXMv6VsJSYgmLEIHLoDnFQVUkTxt3JBjCWuIKsZSwQFyCJUSoM2annJwzOzN3ZFqwsZqnuBXJhSQpAFUb8z9Pvq5sDL5g56PRLnESKeKQUjKICpXiQM9Gx0h6u7QKMgFSvKSgwunYkcZnka2VS8AURqkz67bEpVlvoWhNCLMCIgy1xBq+AABL55jIJpB9JwhtXOW2MeFOWBtBgAGFHkGmA9XvkPe3gP7dyhvOQKg9fN/evKevPrWbl27+QPIJMLPQxGOjBVgytHnRHM5TRWgIt7K6kOoCDPBTugwQMLCNCiqxQlhqfYu4BqL4AvkxsxlcDrhmMavbmsgg1sFHmgHtjXtrMEncHFFYi62kvtGwIAMkQ/6AxQPk5+ZmFI9IWKlxIeWlVtcIS3SE1mVgQVeIeFjaQxWEUVgjrCSsYCVYCgPU0c9RPGL+wPxx4/tgJEKnRsOCoF2gRYq05ZuoKgCSmYjdJyQrFBs7acf1YOmEkW4NAgkY2QnlQBNZtVUJGNJu5hb627NlkzzZASsNIiJGETGjkU4JwmpZXTOW8OdQ1zggSecZ2oGm9P4fM/VswGkn83fMAWQEgO8uNijN/n8NnDGfx6c/1JtvZPmG18/lLBM/ESnMMtAIEyMAqIcrIApGCbdYvJTyAozIj2XykPkJJbPmQLtaYikp5A6iZFP4qbgJdQItmsihEgG2xsEgFtDIBonm9UKONr1NfnLWHNIYF1pfS7gGKTphdozJIxTnJhNCEEvYSqsLLS+kvoGVAEU9JYMWdDm0EM1ICkM6FFUYxGpY2UaME7oJshkmZ8gfpNO8SYDdVrIgVsJKWCWIaMgnpNFcBUgf6BqhIg14s8iNQfDbDskFsSd8tCaonhCSXLYSAkhScBtbl8L5RoKXVnw3NobXlGGRALwDKNUa5S0gyI8gjiNQw00IwA5kOtYyknZ0Bd8J3DtwOPLtYzdtxn1Ugf7e/j19G9x0giJ9PH9X3/l9/8XfhFefEXDnHyA7AXxakjWmU7sEUFgt9ZWsXqF8DRKTB5g9ZXZq2kF/ENQSKmEpTuBPkB3DTQ2udXWsk21OGAUB6XwuApLRFe2GFW0Usg50ACYh2NYSFxpTZBTSTZE/RP7QslPC01YSl1Jfan2N+kpSTBTN4I6Qn4ibmk6oWXMYvZUItxpqTXsAVAAPCFShGbIJsxwuOVobpBYGpsU1BokVbAXWEIEmm4yTdPhfc1ZaIthBoIRrQaP7om4OmtW2FlQaHijCJt4MgEYV6G2ga07abNgEwJYDaCO+t0Z9ScQeUQCKSDahU0Utyzes18znnJwCavtAp5FHZXOL/WA2ADW/D1Z30zhgt7mHcWDAFmRvdduvtDifRAApwtPfk/LWPftpvPhcikJP59AiSkaANJLCCDONKykvsL4AgOkDzN9jfp5oPwVAlHSEqC1EargJ8jn8lMiYjoGwAKsQ15KiMLAW1oBAC/hjiDZejewfqNh8i5Bp2VXjDayEOLop8iSazwhDvNbqtVZvEK/FyuQ1DXfC4hz5GbLjZJalADCxUuJSw5XWt4gVoFAPdcgmyCbIpnQZLR3huoYEqAMglqSOVvbQAi6DpiDsmvY3EIIkFEktTN4QnWnFJScFinYySp8UJS7Reoa3e+IIdGte4tGE0mBr2UQrsHeCVncgg4FRLAhrqoPP4Z1IlPJSVhcmytkj+In1LT/7Iaadjnsnf4gm35WaeZettqVz3GqRgRy8MAL5I+SfW7cioFp+Un/44wzwL38W3vwaxambTi1tXaeAkWZSL1FeoVpAPfJTzN9hfmaSW3Peo4lVUl3K+qXEW2ohabLNmJaQLDa0M64lrtJWSYDQDOKonuqBZiGTLXBIN6mIsLTrN6az5pEd0x9TCzIiXGh9IfVrsYXQAAc3Z/4I+WPLzsxPAMfkVxzXWl9LdSHlG8Sb1kTrG2u95HAOAgmlhBUskgqXC/IkYFAFUkB9Ou2Y4gHfWGwan6W09lSKLcRWsEBrx1lc+sDktQygXZZO89dK3wQbq0BskSG5jUiz7pu8jtD5/7QbStEgjCSbDwGrgUgV+gxZrghS3uDmmYWSkweYP6TklrySDjGB8Zs70n4dYA95HgC9bI/M/fnJeJvbQD/YbyAKOuan9Qc/FhH/5pPw8hM8yd3kMTVvFpQsIqwRA7O5ZBNMHjA/oeRsTgOIYkstL2T9Araim4k/S3HMQZARyWonhFNpAGjGFEUUybiUowtuk1Z/0cZ6AAVBWIqtkVReN6M/hptRMrKWeCPVK42XiCsFqBP4MxaPWTwxPTZJ5xXWUl9rdSnlFcKiWa5C3cyVZEltlVhhHYSkBVoNceKmcFlaqWDDKLIGaenaTcydflJLrGC3Em+QegtsHY2MhCcRtJaisYmI0cx6WxittU3ZYELSfWOFJvSDtMcta1o2QbKnpSPJO3FLFc5LlolEWV/i9rWVCxanOHmKbG5Nl3pA+LtJw4WwPvzugvOOUjRecNtKdaDt7oLbt1s1d9yAAKFC8yhOq/f/JHPOPf95+Prv/NM/zo7fDZKZKNSLKzg5F+fpJ2kjEgFYrfVSyhuprhBv4ATFO5KdUacGBcm0maOJWSJNSPTkY0O0x2Ox1YCtFePYnawhMLBEXIlVEKVO4E/oZhBH1hLfaHgjdiWsRBzdEYt3WDwxf2YyaUhyvNHyuVs9R30LCwKBerg51DcbbcWJEPUa9Q3imslklDYW+zlckdySKSl+Uetvk6yxzU6GUmwFW8MqsgIMLgPmkAzIkk9EE460FfS3/9qfpGslTEBrz0myfmf/acJhWIcwyaQLAozNxrqEsergnSgEpS4vcPsi1hXzYx6/i+LUJGtceru/USC8Z+qzB34LDrA3jSHMfSo5oKyP3AhESc/8pH73T3JK9uwfwzd/Kwj+6B3TPDrHfCYi1IbsMVYSKqluZPUGYQUnks+ZnyE/NRTWBIlIyiUlWiObStqhmyXJIW2tbPxVGnBPqUOMNnwVa6b4oW4ON4U4Mki81vBG7FpQi+Z0p1Y8Rf5udMcUT1JYSf1GV1/q+pnYQqiQCbMTZKfI5vC5iQoNVrFeSr1GrBDXgIkkD7M58iNkR3QtwifJk5U0ykyVbEdgRQkiQsmgOVwOlzZYZkyGUbSBj6ST0fuYAHaYMOAGjTeeoAtk1BiC0pAKRKSVhTYikzg4n9ip2EKWr7h4ZXXJ4oTH72F2bpqbuk1wmg0YbAPaLgC1fopbQCTbZbC1H+Bt0xh8H1aU70g8eNvLFAEyZkfV+3+ciWbf/H39zX90j3/kTr4rbhqlaFz1Y0QopbyV6lKqG2iQybFkDyw7opsaPBu1L7GsxKYjiIZ6wUSNQsALlOLaMTS2PszNxyFxqkhEEaV4cQV1CnVgkHip4ZXYtTBAJpadM3+H2ePo5oAjKw03un6m5XMJr8RKYUZ3zOIpJ4/ojykeQjKKVQKKenE5/BSqIgI/kfyI+SndkaWYc405MkpiR+EGYQErYQFCiBPN4aeiM3MFJG+DXbdLxWmQN3K+NNaNlM+Nrb1d4e0oasfHpY0j5qTbQtRBQkIAbT1fVZgYVLiR5XMuXxqJyRmP3uXsIbWI6hvo3/pDD/3eRubflTN8+r7xoIh70l547im+A0kG90ABjlz1ctrMRr5S0kFn9ft/IqLZ878Pz/+R66U+/L7Lj6P4ZtNtDGANGLwXP5XZObJTSEEqDEBMsyYwSIpFIO1mjgALkEpavzcR3Sg7vXhOPZtG56yWUXMIwErirYTXEq+BAC3oH7B4Yv4htQAJrrR65dbPZP1CbAEY9NiyB5g+4eSJuRlNECOsRqwRVxIXwjUUkuciGdTBT9iEnDBYE7NNGNOh9rASCKIObtJYkMTDZ5CCUjRqcYLo5Je/BUY9KGP7tf3QDI2Aulk23oBj0qOSfNgxybT4lZQBdck6xGSEra9l8Q1XbyjK2TlmTzk5My3MZVCFaqNGd5gwSAeg/07c+DYLYXsp9a4efB9b506Nw7PId6pKQ69KyUCt3v9DP5n65/8YLz+JtnCn33XTx5RJVMd8Bp+hOKZVYAA9Y4SUAoVRYkDauN1MrUCTLc8DbA7oDQtJqkVyZkxqJaTlHs2unbRbioBoMoAQVkpcSLgUuwYidGrZOfMn5s+oDqgRLl35WsrnUl+KBUgOf8rZU04fmz82cRKJuNL6VsINwlLiUhJApyUtEcAzkhYhJcyJuMZJKa0BOw+fix6zDeubjtdulo4MQGj2o0gr0XVezWh5YzM73FHVpNnw0BrgmV5nKwJZ6xy6wRBrFGLN4Ao4B4OylupKVi9ZLsznmD3C9BHzI9PcGtrfA/2NRfU+BL/HdnZTB01+JDsJT/fhCQNI3YnqvHneKtB3Avfok/7v1tO0PXxaP/wB3cS/+AdefxnW13rykZ5+6PPT6DNjbiQsxdYspVo34g2jsEKK3tF4rheQtC3GQ12zGhDWiCvUFQG4HH4GN5VkU28E5ZiiiYAmgsadi0HiCuEKcQEQfs7sIbMH5o8pAltLfavlKykvhCtRD3+GyUPMn1hxTuQWiXot5aWsX0l1KXEBVsnJTNoQAWhU5Fw0Jzzo0CwsBSBCFdkMzkOduJzJQRqgRVhNxiY0C2OzNxrdKlOSf9xmy0uSYZi2UBsQm2LoVFIHaLMK1ngBtm81ZKU9PaTZc2lgJQZhmSJpM9Ys5pg94fQB3cQ0p/MNo9jgQGJW0igAieHcExFkf84OBzhY5QB8D4n77cUBeek+SjN3H3XXnT7giDycfWCT4/zFz93FL+LFT1Fd6vn3/PRJlEmEM/UUL1BUEbGUuBYEcY19k02QiABNlM9DHHwBTuHmiCXCAnEFC6gXsAAXRCetK0RoPF5AIBlbA2KFuBJGaAE9Y37G7MxcQUSJC6kutL6WegUQ7oyTR5g+YX5qLgOF1VLX1yhfSnUh4UpsLYnq06SDwrSSGj0sg5tBJwI0IeWoDbW2GvUKRmpGzZLUIal7ZmSHSK142R0si4TYguTlkPhts9EsNvtdWqfAZmdlE1YjS9uCKT65lzYL82lJm2wOuJfkJ3KL6hLlDUlOTjF7wsmZSRJ7fLJhtEEJpK1HtqFiG9YOC0L70u/SF2ibGWzR/o34vF1SekjVx53dTndIvyncf8ERuU0elu/+OC/O/Juf2fVXcX2hx9/Rs+9JfhqQGRzdhFlycFPYGiAcBL71e3NprYBA8vWH5pAcOqWfSywbcwpIq1voaK1+G5cAtjs8lDKHm9Afw8+oOVnDLrV6o+UFzCAT5GconnD6mG5mBKpSyltdPsf6DXgDViJBnIh4UFNIonbXTvqLoCMAX8AdIZsmhxlYnbgcAIRIRGgFdaIpuG/qum4AC9L666MV39GTBdJPJ+53Og83683NbnoHyVqrv4c4acJr+0ZASnYCqyReYn3JsAAcJ2eYPmFxbFpYChyvioQA0uukdHDQzf424PWBZwiX0rvgRoHHeGjEe/CVDXRKKx3upJ671LZAtY0S/XpGLvrYMPCD7RklBKDShG5WPv6hO37oX/1KL38V3/xUqjd69qPs6N2oeaTQTykerkBcgxUYUzACJHs/AYuIVeM4qSlucwYWJnO4IKyTMRGswTJJPq1xwwPtdlxk1Al0Ap1SClAR14iXrv5G6guQcCfI32HxhPkpkbMupbqV+o1Ul4i38LUkcSvzdAoExFpiDQvSbA1JXvKg5siOOTmz7JzZ3KSACI2ItVgpViNUsBpiSCirmrRhImv9HRzYOjUBrYHLNpyh02wbrbgZ8XbrfluS1nhJIMk/KUhWsgpEIZgcBLmQ+hrlJUMFyTk5x+Qx8yPTwprljl4omnYbzRAsGyowBqjjIMydizb9DjjA3aoCgAHN3pe/U2CUG+x7IAL1NAmTh/bBcTZ/4F//1BbPrLyV8vvu7GNxRyEqNacoJWvilTckUSFsPJ9jTFYXuFzcHDqjFCKe9EQOzcXW5Epis1ej8foSjy7AhKSF5AmlAARWg0utL6S+Agh3gtn7yN6lHFl0iCspX+v6JexaNGjuJJ9jPhVVIEqsWUfEOp2bLU7ENaf0wYRw5px5J96bz5NFHwqoMcVX9BUsIWqUJqyWUr2kvWPNNoZkm08SP7mFANwMcuP7lHSDocOoCNmYwrp9YSUYIQ5+ClFFLbaQcMXqljHCz1g8xOQR/SypvHCO0tp8VFuV9/5a77dKvs8+tlragcURcXw03Vlgu8yAM6Djbi2pb4nPNtIPuESaDgKEU9AbtXrwkTt64F/+Ui8/jRf/xPrSnf0ozx6GFMxMMjqBObASRiZzUPJkUQEirERYMi7FH4s/pkwgKepyRqWQZAQENElbZ5JV0QAQVEjWeFoxRTO/kXpJ5pLNMX2PxVOTCUKUeK3laylfit2KC5J7KURkIdcvuLplvaLFfqiSNoRR+nYRONUp6gWLSqZB3Al0wsZd1LMNd5cYGlknHwRY3Jj2RQGVJnxDF85LtwWe/p9AtDcVnYQkAEQIS6O3QlxBCM1FVMQ03rK+RlgRDsUZJ0+QnyexhykwcAf6TWj4XeiX3v/bKLErSdwzfUsOcM9mZHdlYCAyHVCFO7DubXtja2mVLlRbJxf1QyalTe55zM/tnT/2kwfu9U949UVcXevpD/38fdNJECGU6mEGo8SKDFAVbcPXoEYsEStYRSvFz0XnlIyiTVxEdZAMZBtZxLWs2Ro9QdOaTZC4RKygE/hTTh6weGxSIAZUl1q9kHAhvFUNqpC4lpuS1YL1CohK6mbS2x3LbD6yPXdmIctr9RdWPNDiEaYPzB/BTZhsWUDiihAndGQ6Z9JgAQhIgR8bDuaQDqPEBteQTJuNs1NqV5rObHSG5kIkHWxTCUtIgBPxmTgnKCXcorpmrCkFJ49QPGZxQmTWRAvVDe2XHoZLq5o38HC/dHfBHiXdMYP2ygzI7T6gP4AMvD9GbtPyET2h/wg7mIAtC+xmsUwoRX3+oU2P3OWv5OLz+PrvJF66+XczfxKRGRw0JwU0iQExJApHnwsVmiFUoIndIqyhN6I54AlrwAjSbKdC4yGPdGU1WMIWIJtDvtwE2Rny4yZuhVWIbyQ8E75Rv3IslbVahbpErEhDE5LUSbv8KRthvPslo8FIKyVUGq7j8hkXxzJ5iMkDZkfMZ3RTwNEJJKN5MDaHzqeFEXQBqEVaTzhp4/kkrSBhQUu0KJB2H2RjlmkirDAIy9bLKEKd+EKcqK1YXbBaGAk95vQdTB6Zm5hmaW8AN8puD/r7OLALKRvYGmTeP7XQ8q04gLR651bG2zY9vB7U379omIBsAL0P9/3iHZR0bCFpBcUDezzz+am7+AUvP43r13ryXT95z3QeIUDG5AJkdRupJvnzTKh1s/nQ1gg3ANCIzg6tp1AC+WZxn0I4IAoCLW0koLgc+RHyOX1BRIaVVBcanguunVt4KzUsJbZ7bhSqCnWiDqqi2h5QINJRRLaMNG1QjpF1tBDUbq1aWn3N1SubnHP6kMUpspm5HJKzc8VJ61xJVmEAQuvj1A4aVLSx5KBZ6+owjz0LTGzCQacNQ1YThCvgC3Fe1DTesrqyekF6Zo8xew/5mWkekew87RFs3Rk8u24OG5AY5P2OtIL7IcC3BvC+/j2oZI90NHKLBvq3NHz2cGB/6ympwjx1Wp99ZNOz7OpXcvO5Xf9UuNTZRypHEWqaw2nyXUv+cISDZuAEMgFXgIoBsHYrbQbJkwNZE+WqMQd5wEMzMhesQQchfIGioJK8lrCQ8FrileLG6dqFtavXEhLoK5wXn2mWqfPiNJ3QKu2u8x49bAeBSI5ljJEhWhWsqmO1iHFtq4VxQXtIO0d+Qm8tDrgUhVQ0R+PXFJt1DLYnmjWCXMPlBNJKIsn6GZsgKFaBa1jViJ1awM+kOBHvpL6S6o2FK8ZImaF4F7P36Y9M1BLod3bYDeHvQ/8WpOyZ6FEc2JWoD6Q74gLtpE4XHengvtt71jumCWxgXjaEZ0OPOCQM3B6s/q8qDUARJ4/pJ1k2c5e/sMtfmK3d7DtezwO8qYckh+jYLOumJR5xQA4NLcrlkIzIiKwxHTLCYtoi0JiDkp8CBBTRACW4Rqgkpi3C145L5UpjKXXZMLE8l3zi8onLEwKo9lxfBtO4+fI0DmkjeYgMwcraVmVYVSEu4qq2emnVtU4ecHJOf0RXkA1RhzjCNeyrCdxg0CgMtOTLmfbyctMQ2Dh+W2AjBCrSHlHN4Y/EF6LU6gLr5xZvDYCccPIdzN+jFBHNoYPsgz76Ts596b/H0ndZwn3TPjxp070R4FuA9beoUlrSvssTZAz0t4uNQH9v3UAF9DQzd1Sd/sBL4a5/xuvPo63d7AdeH0TkMcGuVEm+bgPaBrAmCEkLPVNKTjjCt6HQDZKUS0AAUdATIlKDhJaQIBYlLhFvxNbKlWepcZUIv/hMpjM/nflJ4Xym3qlz4jrJJ31oO1LDESOQjuHryUKzIluX4XZdr6sQ3pjdMl4zXlnxIOYn1GnqeXICbWonW1bj0kGzTLF90gYXsIk80A14MqQ6EXVQBy2oHgKN17L6htUb2prI4B7j6GPJH0TJYyvtbCImYQz6u08e5QbDbx8Aydunb7sO8FuoAbsLZJ1Qu9vE+C9a+08H5b1Hh19tggvM6uPvUH129RNefx0JN/2B848gziSdfhXFaiRv6LR+2TgzenTr/HRIWzFhSUxI7u/p/NMUg03sVngrUqVdyIgrZa1cq5USaohiOnXz42w+y7JcvZME+k5FNdmQWghFI/A0n5f+Y6N9pwhfZjQiNxbGonBZrrcLXaxjteK6YlhavZDpI8tOzc0NaXOZQrSJJcDWdSfJM42LvzWL0In00FrB3QFKdY2ThaiwkvpSVt8wvCICZMbJ+5h/hOwsmiboT94VG6Dvb3B5Cy+30XQA+PqS8076Ngiwj3Lv3vYhex+GCLafjlL97ZythYJ+uovfIS3gKBS0PBy9B4iXn8niZYR3M/XuLCCn+FYTCJvwB03FxhRXp/HrSlsFBEiH6VkTTkIothS5FrsVLbUJFVGJlRrXamuxCO9kfpKfnU4mE3VOnBNVcQrnRFWdiKgIEtxvzDCAyHDIkAI/m5EGI6Mhc5Z5zdQ5qRbLsK4YgojBa2y2/KYTMHsj1x/CBig1LX4R0sbSimnLbxOAURQKQaX1pa5esHxjLEUV7gzz78nsPZNJgKN2gN6quf3bfaL/PZHhLTz5x8Djf7ro0EBvznYvsB9F+jpADwcaooXt2KitmCRbGdtMMtHyjNQwexfi/dUnsngZhW7yHecfmmYGT2QwkhGi0viipGUjQzoQDgFSJB+7dvMrxUqJK0EpthRdCEpBFKEgqpUSVhpLMiLL9fR0cnpeTDKnDk6hkhCgYQKqqiKSNk+lkBdsjKGNrAI0/wtImjEmBDA40jlxTp2qOjgV3IZ1ZfVCl4IomDk4As4grY+/AA0zaecCLeVK28RMUlBokcabHxDWEpaufI3Vc7MlCHEzFk9w/B3kj6LkAdJuq2+hfEP4sY0AvXQfgJbt67tf2S1B4LfaETbWJ+7cDMWbTnbaxoF+F3ZZAVscGMLyKCvYvu3DPTpWS6jAHLUIsydU+MtfyeJ1NNMjVf8YyA1CekgJAdWLavJnBJKoUwMKBtEJNAMEKqBATawSLFWWopUgiESBKdcaSsQSNEwm7sH59OR4kheNrK8CVVERFTgRp+q9OhUAFhkiYqQZRcU5VdEkT6uKtkJLNHORMdIEJJzCiTmIk8KLU6kur6tVhepaSGQO4uhyaSJU90MbbTtBiKTgDqQjDHSJKTVhv8orqV4yXBMUmWLyLo4+kMmj6CYxEYW0uwgD6G8nrq/kDKZsNG0mdhvk3wJ++3AI4H88b9A701soLZ3DyQFNoGcVbbrSM5JueVi0NTW/jsxj8Qgn6q9NVq/MOTcv1D2g5s15JGziRjXun53NxKp2z2vRxBgUQIi0ICpRxAQQmlgtaVGZxHTmHz6YnZwUuVeXDn+X5ldaJpB5l3l1TlOoQJRhsayvbkoRnUzyovDOifdaFOozURUBzCwEqwNjNKYTMxRORZ2qShIjeVOvKqsWWLwEcvMFGl7XG5HE6NJfR4nUoft2BImlVheyeoHq0qSEZMge4ehDmb5r7ijCxTQlnbSDHdG/k4W6Ru8ABml/+tTtLWBob7q3N+g9WjrUn7Fnb4UDWzp3Dwd2dd+R8rrZ8NFJTUCjYKijFXH2GEJ/HWX5Kvq5m89U5tSMjIjGGAQG8SJKKZrAT6zAFJwUogZRSBA1iDX2kxQ3hbWGtVglZpxP/cOHs5OjIs/Eb8z8oq1gk1a+vNMs8wkBSKpzVeCzV4vLqzLPfFF4VZnPsqdPjyeTPMsEIjB6b1rFsmy8FhycKUWtqRxqhF1XZS3VtWS5m82gE4oXE5CkQhJnTLF9JW0Tlc7DDwBNYinrC1m9YH0LySR/iNm7mDyN7sgkM7p2BlqMItCo890JVH0vt3YOvw00v80+3t13U/qtwqNz5OpQksGnfotv7ktWKaMNkw32lIGBJtDeDhrfkD1P0zh5DLPs6qdy/aVlJ674jmkGejAiVKhKOid+AvHQHOKIAihhVXJOFtGkG8DS9gDAKAwIFWJJGiaFOz+bnBzlRdYK+iIN7dfmAoDTZAnVpAkAcA4nx7Pjo/XlVRUitWZZ1esyPHg49955375oqs7FWNZVVOeAjY+NOlEVKEleXtdVzfUlFwWPc3iFwOABJuhPK8GdRYjoQr9ECUuUF1i/sVjDz2VyjqN3UDyKzCMck4t0A+Xd0U/dMIv0cWAg+rObjgFIHASSb88D2jfHEOCg2ah5PtbsaFf68jcPlLtH2tIT+kygTZ2BaCMUpXdSRPlEGKXH39t8FUDJLM6fSlz7139vl5/iwcxlT4nMAFqNuJJ6QdSSCXUKyYkckiOW4FrSxkjUIiEdGSOkMGooJa5hEUUmZyf58TzPvTgHp5KIfbL2aLL5sFH1E2JoawcCUOTu9Hj6sli6zOfe1YEA8izz3jnHhAGqdAqb5lW5FFBVDUiuFKqmIqqFQMHlxVUMK12+QJFL5iBHYMboCWUKEtrEcE6NG1jDTOJaqiuprgFKfiqTM04fmJ+biaWxpWjDKxwbu2d7imYrvaSZaWTFvXJ/f2/t70hBHaZ7cYD/sRMP3t75aMANOjGx0xTY07Gw/yCdhAYEPKnh6H3UN/7yl/bmEzwsnD+nZMAEVqJaoKoBkcw12+STP70RtobVsAgVUSemMAiDhFIswDs5mecnR0WRdYQfrpH4tXX4ERAxRrRQu7H2ACooCp9nDirOORWZTvxsmnvXsg4BIFRMJtkic6GOxcQ5iMFEYKaSYn2KmMW6DjeLUK/05gVchiwAM2NGNt6BkC6MoYEGqySUUt9KfQML4gspjpDNQaJeIl5rrCWFUmUUn6E4QT5nfkLNTLwR7QGBaBXrpJm1mttwWjGWvyf9lorAXQdlb3Olwy3tduUw+X+rfu/alzbXW1C/UaoSH5bWtJeCEnc4k2a3q1kBKgx0k3j2fY2V3Hxh15+40z9y7jj6KQHaWuorrt8Ik1v0DJJRXTqCpVkxTbBIQywlriRWcMB8mh0fFZNcvWtsqkksVxFVda6B9RRgAg3Etw6gjRcQnVPnNJiYAeB8lk0nWedCnF4TIstlPi9evbjJczgvgFIoQlGqUkR4NomBISwWy1Bey8LpMeECLDcUityaAVPQ0v5mCUuplxKWiKUAIBkCeAVQ4m1WXqG+0LAQVpqWzDRjNrPiFPOnmDwwf8wU8toV1NyQEUKoSFLIpJuSrfkW2QG8/VLJt049DrALj7+Nus2xu/73vE2Fd7KKDawPcKAzoW4Vbf96Af5pSOZIwrKz+uyHWbWS668jMz37kfPHUaaGB2CQ6pLr1xJMCsAfIanb7Lz1047CSuoVrKRQisIdzf20cC5Ra/S09lYQSgiQ9qr37f2t+MxOTwARgpnZ8VGRZao9qbpTiqazQnVRlvU8K1pyC6GopEOLHB9M1nVdVbEOXF/DZzIVx1nygkpGWYjSImIpYYl6gXoNq8FIEYQAriUCVkq4kOq12sJb3ZwqmyKm2sLqN7b82twUOqNORKf0U+bHbnLO4gTFmbncxBuSb9yOQHs3HPwuUg8BBpR1kN4eB0aluJE6evifEEO2MWTk9bYzA+vBRjHoRrMD93TX21KDwVe6JvaBKCxy8iA8/EP/6ie4/dyKwp38SP2UOOVUwCjVDcMlnBPnKU7YOkok3wEEhJXElUgtmXdH02w+yXIvXtVpI+u3X92owF1XYvKS7KQfNAKDALBWJjdTleksT7FDeutiaUyYZTo/mrx4eT2d5c4nxzeRNvhVLsTMP3l0VC7jmzfreo31leSFqCc8GSKaY1Il1qjXqFcS1og1GJsxF0IiCYEJo2NQC2rmtCEBAgDmjEqjVV5ujI5Uo1Bc1CJmpzz+QE+/I9NH6ViGxKh6ho1twBiqx9tg9NtIQd9eBxjtzUhXengw8sro08Hbb/VxAxzYXioeYMemPLe/wpOw2dNwVvnXf4eLT81Ndf6xuZzFMfEYpKR4QXEtksECAIiDkBIYS62XYAUnMs11NvV5pt4777vVXRBpJxrYyrwkgjFGZr71gO5cQds4DSqiYB0t8zKdZCrJwigbFicAoIrTs+nr17fLZXV8MkkrdI2gIYRInuvxSfboyWyxqFbLWK+wvpLpxElhYqJIMUxSeIt0Lo50qqskjUQhgDj4jHXyru5+WuIk6TIKTRgJOJKEizexvo5hEeu1nNY6fYRsbppBtTEidfG5BjMv++HhW+LA27pDj6f7NX4Y+scvdqvdRf09Tfd1ho11aJvPcjenxRnxjLDjd6Ot/et/4Jufmp+6yQfUzIpzRGD9GhAwdIcWEg5KYZBqIXEJBOSFTgs3yV3uXeY18845SbCeVnarKhrFeZcWvKoqVpXleX+VCEDalEgaVYVkjDYpXJ45TebGbehP0l8x9Y8fn3zz7GI+z32WRD1RhRmcKsBC8OBsen2+LleLUKFcIF9KPhMU0o0JOx4r7WnyiV0p05YaRXOOJWUTH3FL5mx27khropPkVkiCJVDFegksYIqM8Fkb/kQ2rw7Sb6ny7lY3hgB7RLG9kszBHnGsTCedbz3qJJkW+gc4cxc6bOdss4J9uwhGaEzro6qeNolnH0u9cpc/46tfyKO5FucUx+IYTPsnXfteu6ofa9RLWi256iR3k8JlXn2mPnNZ5nxa/SKCWVXFdRWX6xIQo0RjqANp00nGrc9oPixGkojRzMxnmXfaiVDDKRMIcHI+ffXq5vp69fDhUVeTKszoVCAym7lHj2YXr9fLZaxLrG+gM9XCXHvYawP9DuKZQoalUyqasBekCKUwnTA5Pmwod7NzOPnxbSQYJmM0BQafyeRMsyMTZYhABaA50UNawe+t0rfDjXtzgDsE+ZHCfQjsbofvDij9IAAlhwUP9GoE03bEIbR8oJna7pWejLS5FbiMpuH8B1Lf6u2L+PoX8uj3ND82dcyOoCFFN24PIwJgiGuJaxFKlmuRa565zLvMucy7LPfeO9XEYOicBauWq3K1DmUdQ2A0c4r5rHhwDm4RUhgRo8XIdMKud6quoZVjFkMRYZ67x0+Ov/zy9enJ1OeObCTBZr1BBB6nx5OTo3y1XMWAeolwK9lUOAODUEE2585Llg42pQqgUIEIFRA1IfzcNNMY2J5F3DDWzirQU91AgCKqks9k8pBubvRMUXKbDdmApFCKndfQvSX+b4EDrQvLgfd2qO9dZXvX+4r2AT3V37/uPbrv93ADz9hGPGCbD3Qju7NyjJ0aoBAwOwkP/zALJquXvJrJ2YeikyaIjQGxi5EGICCuYSUVkmUJ+tV7dV595rx3WWu3J+EcQ8Ttoq5rW68tRDOjgtfXZVnGIvebTjFZHi0aU1DDtGFsW/bpsDr5q0EEp2ez169vbhflWTZNzK0tnGKgYDZzZ+fTV6/XIUqoUS1FViKVIJAJNFLQONesDXf7uVQhgHqoMjsyN7FYMsVa3GLv3cg3k9wb74xSmGTWClRsYi1Kz7A7Mpd3gITsm/09qd33fzAdEnjYSIrcI+2MVLT9S2ziz5Bj17bz15aR7cLNX9dWHyt61gTp56CVcbu7tmTSQdVBM04fh8d/iMmJrF/w5hutb4SWnHiApM5aCl3YRB31KrnXzDdODd4775z3Tp04p+nXOzcpfJ45EmaWKgmRN7fl7W0ZY28QgGisQ0zQD2kOB9j+POl/SVpkyHL34OHxclGmk7e7AWiOqlD13p2eTvLcgYwB1QphKbYWC8IUjCjt+fJodn45qofLmj/NKVPLji07oWS2iaPeyj5swSOFnqCAAhNhik/NFj3ajne7q7dOFdhOchfEDgH+IMbsHL03IKQHXx55zsH/B3vQB/c+GrQ0tf9nvb9+/gYlrAlY1gtbttNXbq6bkq0U0bO6bDkqQiCOyGz2KJx/D67A4iUXLyUs29iAgmbrrMFqxJJCeK+51yy59Dh1TpNXpqqq/v+re68tyZEkS/CKqgIwM2cRkRlJi8x0D3/b//+GPTtnunu2uqqrqiszkgR1bgSAyt0HJVAQc/eIzO45i5PpAQMUSoWriKhYMcaIs1I5u2pc5SSlI1RV7nbd+w+7wyGBexicZ+9VS8oaEVWS3DDe7kgvT08bkoe2Lx4m7yMj1mJzUm9OHEJimE66nfidYTpX2OTJQeQANiNAOGCmptvo+hndSkWGY+bznmPG4dzzMM++E22DDSstlgzl+Tj0PXSNaNyD6HI0L1D4+ZAYM3k1F9Q43CPxPxYgOCi7R25K9BjqzypsrDdYDKP0mTxYEuykVGdMwmgSU3Oej2iJnNgcRsY4gbFko2ffetJcf4fdJWhlZWDWUclj2P3toAcI4YwkhzZTRjlmD4cgpTgn65V7drF2lfXK3ut+3x8O3eX1/eXVqq5OgkWIgNegBCexOpldhumN3ZdyCCDr2jVNfX/frtZVyt+GQVQSNLU9Pavffzgogu1f/AHSQSqBMB6q14eJpnWoGliH4PBEgipSs77w9YX0O4EaSsyPx0n/ChQljN9rfyvVC2ElZi7CZvA/IsA8Vdx/2NeaDwfEPBkBF2yRnN0sVltILCxhffwzkxMkWhLtHyropT8YH069VopL515VFKcQig3+jIJ08DV7aMxzBnGEURSnkEuxYPlfAuJoGn/yJbqtuXuHwx3MCnUFGkpIOktoK9pDINYaZ4ro3hC6EjE1b3FBgFXjvv7yTKyxzpJo2/72bn99vb263jaNvThfVZVVRefZhyTMAoEomYeQerpA6ETgnFmt65ubnXpaF9M/5tkXQVXJyWltjagihC7oXngQqQkRKulBpXVsNlidslrBGDAkwfbQnlrRbXT1nO21dr2CJgMdMda74vSKgfQ72b01zZcWlcINfDgu8icT/zz2AV6OXAQetgJ9Yh8W2QJnP8cCCcdPOHmYmUOWJdVwb/tbs/9g7t7K9pLdHr6nAmbF9XNz9iXOvlB3pramqhxuZf/etFfS3VM7qgdAU6P5TE6+luaFqlOTzNvhKn1R4q2FW+nmC7SddAd4D++jjCQe9EYPgh4GAfSTzCPJ2WEilBHqta5t01S2stGdgfVnn23aw/nt7e72dkdivWkAud91h86HjTNKzIBC2qzxztchifvYrJvLq3vv1TmXcYXC8NYYrFfOOunaKMj5Hu4gqKMhyAirBqsz2VxovaGxUVv1XnwHb0RI32l94VcvRHvv78FwSMGI+iNbgYDoW7p9g9MrW609rY+dKlF5zPNLrXi0KEeuByhwWeYXnBKZxf3jgtDkcabuoxcllGMK/dO/CnqR3vgb175x9z+a3Tvsb9AdpPdQhVdQePcD739k/x/cs98qG24v8fbPuPuZuoOoOBvDW+Hg3mq3l+fWmHOiAsp9JUbIyqwYACzdmtWJ9PGE9MGJJZwoQw8jYiX7usXUbqPZIATwvarqqmmq2oXAWQRxC2I3Vd3YZlW9fn39/mqnlEPrt/u+ZxAupG394dCTFZOJZSKBZllDBM3KAaI+hGhlI7AADAmfm8ZaK+GMA1K0E78X1lADqVBvcPIc6wtWq3BSIEmISt4T8AQatRu/em76vRw69QeJsaNzuEj7LH1rDldy96NePDe2VuRD+h61yTzh4tEf0+shDvBEMetosRn5H21+LX5TIEPw4iz/hhNK0Ive2u0Pbvu93b+Xw710rfgE/Rpu9rprcQ85gYPj1SvefO/bLQykqmBqsY4UUlV66o7dHapaAEgV1D1GrSB0KvcqO3LGZOhZQCIp2kM7kNHBfxD3o1tDHGDAGCW73ouRqrI2HU6RxS4C4uTkpDk737z71/e329YTnYdXkiLgvuX99vAZ1zaRlbwbMIYfAVDXzoio0gxqUDhIM/SMzlrrghsTSGiP/gC7F1lrvcLpC5w8o61VLEMi1JwgNKp1NdjDrtWd96u9hLhndobpKKeggA3okHwWu4PcvcPpvXEnghxKtgRgT4K3RXB67M0RBPg06WfGCoIIyOLn6O9Y2R2EfiwXBkEKvXR3ZvdODpfSbcW3on3yqwnB4x6EqMeHH9HvjLW8vdT9vaGKsTBESIgWYt5tJa4ie/Q7EYWpRATGRWv00PfQuopv5XAn3Q7aQzzUw9hos6AX7QEUcV5jHECEfwGoSu+1rp2xWepKXkKJCTkn5+fr09Pm6m5/6LRXCZ7KAuzAD5fbr748d9Yi2wCOXNZaZ3PG8bgsZfKx4KTKAU2DsgRnZXXK9Slto2IoZmD2YUDGABbWghVMQ7dm/Uz9Qaje76h9nMFUq2RSEvItqZr2TnYfUL0w4nQ4BmYOV4towY9BhiPVzBDgY0A/W3Wm/SigeFpfyQfGxqLh2yP/RSagYDi+rodX8UQAi4ADquIVSsCz77HfeWPE96AaI7AGSvgQtqvBGChGoD10Bw1i/QHU4DUsxsWDeoJw3Hdot9jfojuABg6QGi4G7oIK9YXAO4L+8axlnSK480hazPA6ibwCrhr3+ednl9e7Q7dXVU3Gn67Ty+vdbt9v1nZU8biNsALWSGgodjQXygmXEH2wJe4wRHORrVCvYGpGH7gJBAliVhUDOKKGbNR4X3uqle5efSuRZoGkQKHBoOQlciFD32N/xbO9oJ5prRNhfzy80gg2h9n5w2MqwTggZvxyAReOaxaT/ERzfMg9ZvE6S0SlvjsUzn+J4gElhmIxzGxIC0Uk+3FCCS/oW4jEk00I9ITxEAMN/vEG6NC3kJYwUEHXotui29Ef0HUMhhEgCRjhb8yxLH0H24mpaWxxhBZQkLxkpo8MADH0UcQY23sfTUOzSUsrLtbi2cX6iy/Odm3vt33cbya8YrvrDm1PNoNRaXmtBAY25ZgIivZ4gcQrVYnIvIYoXmNhq7Qvm6S9jKpMAxTLcHw3PEkVQ7MSfzD0EjeSDUj4MLd36HainUCFUJgQMy2OMtj/ZTqQydiOg+GDz0sQTTUuB8Q88n0G38VyR4WYBRlp+dNUeLRQkWETRmxDt6FU8WCvvGmYNhqnMylgoGsK6QmEpDXeWFD3NDvBXkytNBBHt44ezs4LPVRTFwTi4uF5AvQd+nQEtKQ96dCuBoRMnwUECoTeGDEREFFVDoOIICCjRSfTb4EB1yv79Zfnh33/w+ub3d73GtNQh2RYUtpVx1ehvosLsQjhySD+REbTe+384LSWhyvFKZIEQrBL7nKcc8PYecIYVjXdRupe6D0knzlAkKrQg2nvZH8thxuG8zbFEgIfTLxJmgCKxcv35SZgMcYjoDSGqOMvpiLQ46jzMNBPnvDo+/iUC1jE3GJp/0m1UGgaVqe0DWEY9bIEZcFTJc8RMRyoopLkH4hqMF+I3ovciDmV6kSCz6M4WgBMVcVze0RsPHGIhHrptnJ7jZCUMwNaYBHKlMstPkw4ENXj4GIkzhnvlSkurfBpG3BARGBwcdb8h9+9EIPXb+62+957heD8vNmsq2RefSDEnCSDL2oy/Ywmm5B92/c+qmNRfKPQQzuEY9QoInag/SFpsEG07htDWhEhHVAHFpxk46jcxzXgqV89l9OvTb+Xwy3aW/QdqzWk4lCGaTBp4UpRbQpUD5qMHkCMfI0Q4JjMswj9wzzO6fqkogcJv0zqzwJP9oTJBtAMaoZ2TVungw1DPUF+1SSbznAviEaGokGmJaCGW+JGq3Ox57BVPC5SUgLA4ZhyE/ODigEpVIinQPoO8BAbnGYY0s16T6/0hScPsqtFugcoIt57KmEHEl6CchyrAFYuLlb/df3lV18+u77ZtW1fV/aLz88uzlYmRgxnSBggIg9cyaqyLmw1sFQECEAV223X9RrSgClpSPVAJ9297G+ByoTzcgQwBsaA4fAl0ejnLwwR1VHYVxDJO5AsBxOEL1trtZHVhWgfN1JcQ+OIYGAdk8UBPOaS0OLDJZTIvZh+OyDARFtdpNwl73sQuZbhnwuvMAZQDNx2EOhHfCCCL2hAgSo9Q5B4ooQiko2Y5SjC3DIscIZA0V66ezncotqLWafzIyyMRTy7KjsnSoLjQI8s1Yt2kS4KIAamghpozz647mjQUtLkTrfC0HfqVR1z6Bfy3xKmTRDH1269cl++PCVgjRgJSWcLnXo2q6H1ruutNdaKBJfoKLMwTG/X8eb24EMCXMagZFVoC94D79m18EC3j7scIMTBNlJtbL1BdYKqoa1gLCU6D4WFIlDQrKACleKMo60RXV4FYlii/ZRoyvgmX6Wcl6BomMpxPYsY5KbFxh/MfywYbSb3Y86w6CWxyCdKXM+gn/lAxAGFqogX38UjvdRTVSQlT4xqWUHmghRESeLKROukaCf9nfQ7qZ+LMWEtIeHQwkKFzcQ7MncVv09njypBGkNXUR20Zed922uvjHHuiV1LuTTEvvVN6+vaAovbQIMyjRAoImkAQbOfGEaG4Q6/207v7vfO2sgoyBwlGqZjf/A3twdVWBuzrAecJuE79HtRg7bD4Z79Lp4sFhAbgBjYCvVGmlNpzmR1YZsz1CcwlcIoRTNVExbrXvK73HspnmvhpckRlC8ADSLfzMEI82vQWGasYCk14vR2xh9mhTi5X6rkqXyjQI7MBBIHkGht7KTdyuEeXYuwBRa29IO0mN2fsrIXgaIEF0mCEgEVf0C/FVCMgbUQR7FjiaUkzgQI30m3i0kXQw/FwNawFVqw7bTt+q73gQ1EHCgkWQJeudt1J5t6oE1DD6ekauxKs1RiMpeM1P39h+3t9e7ly9M4KzEYIZVSub1td/c+DkuCniPGZusXqhrVhvWJBF/Xfof2AN/Bd/A9+nvsbuL2RMiZtzqXkxdy9plbP0O1oq0pRmOuvEEMKDwQC74oKHnE4rDGM5SzpxQEYIQws5ni+JlbtOQsMoTpz8X7yc38eZZwnlB9/hnniQAF3nR3bvfe7G/Rt+J9zGgCINrjA4VOPGCmGkoWk6LgBGgv3b3yEPTUgfZPrkK5kG4n/ZbVRqCkF1GKwFZwDVpBp7pv/b71Xa8pufkgDoQaes9D66d9HPpZ0ruH0qhNpi7cqGJ/6F+/ufv+x+tVbT77HJMlCcSlV757f3foNM6JIGSGQzr4g+DqDOvPBJVCQA/fom+lP6A/oNujvUe3Q7tjd0B3QN/i5o3evMbPBq6WZiPrMzl54TbPpDmFW1EqD+PD6iZv47Cyo2R/EaQ5mgVMAKbAmwJUipWTeFLofM6YEgc+nht0GRkepv1H9gRy4TkOlGWYJyLvogcXZwW89Pfu9kdz9zPbe6M9qJGgaTIOjueiMM1LcoWPrqTRfhk8mbsd9ndsPs8FUn9k6EzuuXq5v0Z/kPokES1ABLYia8CwVxxavzt0Xd9EHkCk/4UAybbzXinWpN5httxpEI+pf8McEgTV63bf/fz69tWPN/uOdVV71eCgluWxUPl2279/v1UmKdzGM49p4tl7DCf8XajUaoyScZeQwXW0h3biW+kO0u1x2OJwz24nhx3aLds97654/Rb8M0TgGlmdmfMvzPkXdn2Gak1bqTFkSCOshYpQ/FeiBIblHNIXBAKSmLnxB3O4Nf4AMahPsDpXqRVWMZ7efHM8MVYmPnPp5Sn35bMkz8xXa6nB2GrRUYkjVuNv66s/mw9/Yntt+oN4lTwvBMCBA6R6JKdQF0RJKYTzRXi28T/vpb2jb1GdFCOecOdwqXR7c/8e9OKcQJQa/ResETQwDp48dLrbd4eu7zVxgKjMkICqHFpvrKmqkRo2TogWl77UnUdwP/wQRCs9vNdD2+13bVXbl5+f3t23JxuX9gCYpSM17Dr8/Pbm5q4NJqwQ4yI1UJGWBKnStUoVW0Eqjal7slgZ45aEHo3GG3rxHr4T30p7wGGL/R22N9heY3/Lqzf+/Q8wFlUjzZmcXpizz+X0M6xOUa0olReroX9RPgJEC6esEg1KOkeoCntzuLZX38ndz+z2FIPmQl78R/P8tzAr0jEDYRZDj3OAmcSy/GqRDxTEfCoBZfvm+KuBSCPB3GA9SzK4N91l9f6f5cO/aHtttBeNgVhFHB4Gb5MBLgbRJyNAiJJREYojVtQadOx79C2i033pFpp0htCIqrl9L7sbGAfbpPEQCFbCGrZiJ9J73u+6+237/GKdECBcQkCVXdfXtbUubwMEQYBMdC/k8JmKR5PfkU4QhCq73vderTHnF6vTc7x4oXd3B4DWSprtBDyU+233w4+3nRIGxtE2YhvYcEKUpRGwgz+g3UXPqJghPS1etnvCpZpTlKNqxITAIvrOdDvZ3cndB2wvsbvlYcfbd7x+TfkTXC2rUzl/Yc5f2rOXbnMB26hYTzKmEEvb8HMKSwAqRMhWZt79Sa7/xn4npIhD3wJCt7JnXxGiYkpIieuWXCEKUJ6mo3iU3j/8cC7iYASjk/eR5qdMyWHLRffVzSvz9g+4/Y5+a7UXzQHektNG5QjhKZtDgn5raE2M7IYoKrWNlzXZ0FeQCqojrC4UzwCdQsru1n54BfVYncPWJEAVanAhhbV0tRFD7blv/fXd4cW+PzmpgyagKYUiCaquV9FLjXHiSUi773e7br2umpUdWHYp7kw0ggjU3O3b++3h5KRxLmw20xpjzuq+90HkG7byCU/5+fXd9U0LEeNYrcWtKJXSQg3F0VagSNfK/Ttoa13TF8yGyO4lGR8QDuIECFHQUjzUwTuaRu0KzblcfCn0Rltpd2Z3j/sb3l1xd4PdPe+v+p//gqqW9bk5/0yefVWdfM7mFLb2MJp8SdPAOaKzoPi9vXllb1+xuzNUEYfg4Ndt9fYN6zNTx6zXzBAe6ltwhuP45+K1DPzjp1OYn7OI4hpUnyTMhKgXf3DbD+b9n3H1V20vjd8aBt+EmPCv0HdCToExXiGRVgnpzAysobGEkFZN4+2G5lTZ0Fi6NY0NUJ72JWUEeST6g33/veyutVqb1Xk4czISPOnFeIHA1TAWXtB73N61Vze78/NmVbvMAUJt1mK1csH9QRJF8j1fv7m7fH/39bfPPqs21gYeMED8AAJ5mASAvueH9/dd15+frQTRxhmkMprowpD/EHK/7X744brr1Ri4FeoN6KKZTYSuYtWIrdF/wO4KhyupNkbEhzQZowVMvRMgbS7ACFSRlRsqxIHxCDO1K7gTWb+Q5yq+NfudbK+xveT2God7bq91e4U3f0Wzkc1zefalPX3p1mesgihvsjaVpkBFO3P/1l7/Dd2t0ItIOGsQ1sJA2jvcv4dxplprhpwsiThyMp2jaw6rc3K/wAAK2jsh7YGXcfY2MOUAH6ICtf3WXf8sl9/z9gc9XAsPhp1hSAUSZRiISAAREtoTnYDxfBSw6EY8hIvOwVY0lrQqlcpGzRnlRKWGWFansA0VlOCZa0qaIyR07z58b65+UGvNyQupNxRDKtiLdiJtOP88xIxL34Ie+1bfftg+e7berOqKsIGJCCConGkqK1kuEZBoW7282u2DHx6TcVtAMklDKUthIjOhl23rb24Pm02VLWJBkhYylw0NEdL3+Nury8urPQWuZn0qUmnvg0MPrSNqmg0qkV7lcM0PP3D9uXVOg/VEMgyVnCijQbY+J3NCzluswSxjoJbhwG3j/Holq3N5/q2wl+4guzvZXuP+ku0Nr37k1feoG9mcm9MX9uQzt7pAtYrBrgThxR+kvbJXf8P+DfRggje7EVoD68RYQavbtwTM2RfiNj6e+ZcG8GBI5EwWYnG/eMkSDswLZHk6sNNBcPdGvN3f2MtX8uGvvP3Z93sgOF9aivHiTRY2ALEWrpLgjOk79Dt0JL2khrKRgNaiqlmv4SqFVVSURs2ZuhPKCaWGqdGc0DYQAUP0bdpWC8PVzn740bz5i4Kyfo7mNEK/erATbSEdghVRHG0t5sDgm31z1/785u78ZF3X1lqR4MFEVFXIlIgI/AQhbdsfDn1du9W6yhQDRBCERcIZLoUsC4BU4tD2vmdQqRNKQcm4DVGsqSo+fNi9+u66V9oKVSNi2Hv1JIS2omloGqKmcVg/N7rjzc98/q05+8bAemMztI+MBCOwkXicZsiipQKj0IS26VtCYIOruQuSJMwG9YWcf2X6ndley+6D7D+wvZW717z/CdaxWsnqDPWprdcIp9l2Ozlcy+ESfi+gIGRozXv3Hn5v2h1217q7lmffutUzNdaLi3t+hTs0p2OYQP+xXxOgH4xWUZofVG8WLHtolIAYodHe7q7Mm3/F+3/R+7fat2KMVCuszlGtKAbs4fe+30nfgr2AQiN0hBUjAgdSvAKA+kSHBASMgau1OWN9QuMUjmhU1sQJZUO7plvBrVCtGPIdBBNEJBMEAO3d5Y/y+k+qnaxfyOoCxpGgeoQD8LQV8YCBFcLCrsS2oEJ7dD3fvtuen942K+esNYaB11VOImlP00NK13qQFxer9coZE6FbKftDf2i9tXa9qqrKpH2MhJyefe9dZavahjEHUcd79ZGVRLyhyG7v//Qvr2/vD9ZJtRZTs1dVKB3sCm4Du6bUpIU62I3W5+b+Sn/6Z66eV9UpSZUxpZ/AwWDGynYMiShhAFUYEwI7I/kbdBMRIVQoxjujpyucPDf6G3u4lO1bs3/P7l7aK+kuc5IiAYQxg69QQxOECDzYUw9gD+9N38MT2/e8e4PP/96dfy125cUo0hGBU/F9CuNHtuXyzQK5T+IRE5Rn60GcJkaKxt50O3v7Wt79TW9e+7t38C1shc0LnryUsy9x8hyuIgzUS7eT/S33Vzjcst+CPURD2nyxYuBBDx9284Moj0jVVqfcPKNbK6yyIlaURrFhtYFbs1rDNbAunWISwDJ1Vb29eW3e/JndTjYvZH0BUymL5MnaQz2MQgUeEEPb0K0MPUihx/ag3/9w0zR19Y0LCd0EFBN8mkmTIEGpqutN9fzZ2hpkz53e6/sPu+9fXUHM+Vnz8vOTZxdNVcVgG/UM222bTWWtVTLsunqvvfd5acNoug5//df3P7+9NVZcI7YK5v4I/dUJ7YamhjgQVMJaVCewd3L9E9/8Sb76786tw6mAceGHTLoZ6CegEPSb/NcgQCo0RVVmvSSQLANSRGgEFLU1XWXXjdlW9v6t7G/hD6IdtMtWwyREZHJAwANdDKBTj743Sug997fcX/Or/+EufgdTEcJxWpQn6gAZY8di0ghlZMCBomw0a4kaetPv7P07XP7Iy7/p/Xt0LQi4Fc6+lItvcP4S9ZnahrAMG5OWcL00L3F6kG4n7S3aO+m2Xg+iB+Fe4Y3xBgpjosoF0FjWp9w8Z3Wh0mhvyIqypqxo16w2qNZwNV3wXE8uXDkKmWp2N/btX3C4QXMu62cwFRWgz/9JtGwKBOwNhcKKZqVGxQrCufA39+2f//W9tfLtN+drscFxQ0GlQuOGNAlrcXZarRorgzpPAaraecjtfXt1d7i+3f3267MXL9ZNE7yQSTLKV4Z93wug6oPHTo7JV6Kn/duP7//01zcesDWkUm9IIS2kodlA1pRgBgW8TxSgojuRw515/UdtTt2LvxdjD0P2jEnK4almkB4W4sAkuGwCS4kYpNY9SFUROLraNGvpAfVgjtPgoF1CwqnmJMV7iAcZyZN660ka3rf+Z0MYs7mwsOoG6s5Zh+eDSWwrmC6iASNqPDOYzwKRChVQUS++lX5vdh/k6ke9+dlvP6DdQXuBZb3G5nN59htcfCnNCemUIeYrnMMeDhy3YmqYFdyprJ6JP0i3Q3cv3Y0criQEi5iYmymow+pW2DzT1TPiRL0lDKWmO2W1odugWtHVwVyAGAsfVihGaEjf2ssf5P69ukY2z+FWIZo+boUGzyMxFAtRYXLXoCUqMTWgEKW2ol5ubto//umtAL/55qKpg/+/qFLMIBZWlTk7b6wbZhAQY3FxXv/2N+fvPuz63l+c1SendVWZdDqYMYbGGq+qSq+qXqkaElLEFSC9mjcf7v/xn37aHXpbG3FhDz1MCOwKZkWpgoISdIWQYgOGdI3UJ7K/ke//p29O7emXluLFRGP1hOiXQk1GkuislkXiElsylGVOIjH2VT3ES38whxvZXrK79doZaBjzZJNS8g5KMtEKCXqwD+MPZcDW7K94/RNJqVYyC4jhvG/lYmS4N7437db0B1FPY2GCQ6xFSJuNkDfmIO0W3R6+ZX9At0V7i+0l95fabqXvhYCpuH6O86/l4hucvqDbUAx9L71HdwCMpCAsSrJoMpzF4mgbmBOpz6V/JtW52TpVCTKFEQ8orePqlJvn6s7Z1+yFENoN6zM0J3AruipsCyRClvXyAAO9ufpJLl8RRtYvUJ8SVuljDqkhFC2k51ES6MN6WKhTqU04Lx0CHuC93Nx1//uf36jH7373rKmMMircJtF7VxkHm02ewYJjiMrh6y9OPn+x8Z51ZZwLKZqTOzQFhiLiheLDKZMm+TyFw1zk+r79n//w3c127yojjjQIlEUcTAPTxGCGCIIqwfOZCB5yrE/F97K/5nf/4P/+pGqewcCjiC7jIiYs4sPYFjIAFzOMxePJ0Ep/b/fvzP3P0l5DW0mBY0TRdjgmp1Q+GHYzGU8yp0Z7bHbx6ltp9/AqMx3guDQf0roD9rC195e4foPbN+y2CoqtYBu4Bm4FYw0I36Hbobtnew+fTlTXHr5D30K9kDANmzOcfyMvfiNnL0KaefWUbi/3N7K7Yd+KW6HeiGtom5CLODnKpvCUkL2+qsXWMGKoOLQKH2ykcDWbU67OgTV7IUmpUZ9ifcZ6TVOldMeJ7cbZR1gA2d2YD9/Bt1g/x/oC4qgMwpWkBK5hJQQm2fcZFVtawGnIKC6gBpbicb/t/+kPP2/37X/5u5enJ06ZKwEIa5KFjBFOwqoahHgDQZUC35DEpghSISAUYiS4PlNikglSrm7b//v/+dubd3fGGVsBNhhKiAz9FcQQSV9mksujSUdoGqwuDBW3r/0P/yS/+7+cW6u1HMwcUogl4/mcXtlCt0hrKVDQg53p7+3utbn/Gd0NQhhxqjoFZ4Ye+rRXLSOsEhZ5doXW0lREjWojxtJ7sKdLslPGqynwp8w8QjXt1n54LR++4+6K6sVYMTYlyQG6A9sd6GOkiD/At/A9qBLmVD0UMDWcY32G05dy8TU2z2nXSrDr0e3k/lru32F/TW0hFaoN+gNdBVuJq2FXYhuYimKDlSs4tAWdSVcv4b3xO3S9MkScV7Qb2hP0Dl0Pb9GcYH2B5gS2gH4gJktkVJuEKoete/s32V6j2sjJZzSNkln4KUy3QN6VC+iTw7sBBCUdooYGItqJemxb/eOf393dH/7Hf/3ys+drJxHEB4VVQ5QNJTt6CFB6ixEDvZXClBzFAZO71hNvLnf/z//67qfXN8YaW0EqSCD/FqaGqSlVjM1NsMskDiJRU9DQrrh6Jrwx7/6q1an55r9VaDojzEI4C/9zHIEoYMwoJvpn6LeH9KL39vDG7F5LfyvsRRByMUUbV9AmVYOSkNBVlmoDITCObgV7ClnDbmhXVED7MiBmCfoRt1elO7ib9/L+e24/qLXm7AuzPkezFglnGyp8j/4g3YH+IH0LtdILrBXfQRUIwbiOzqFeY/1czl5i8wxuo7BKwLfY32N7hf0N9IB6I9VncMGbXKA9+j32l+hb2EpWz8zqAm6tUjHnHYCjWXP1gu21+C3DoW5Sq10LHD3pQddwfYH1KW1NYznkhs/6GUUJqnQH++FHuX1DW8nJc7iGRIL+wkA0mjdJdvFsIQmqi6jABJOEBKXAS+fx6sfb7bb7b//5y2+/PmvqwUguIhrObB/Ts9iIpCOMBiaBTA0LNYyktB1evbn9n//r1Yfre2ONrcVUEEsKw7EX8T8bBDWCgKIMT0aSYQCI0K2lodld4/UftarNy79zdL1NOa1GMsz4QX7IBUCbSRletLX79+b+Dbo7wItICK4HEF2ECIBifFD0BokqI0PeLwxKmq1Qn6C6gKyImghW7GVnuEItJiFqtnf27d/k6ke1Vp5/a88+4+qExpFA14vv4TtIC1gRa3oDULo+eeaYkMaV4lA1aM5w8hzrZ6xPaCoS0A6+R7eXdgvncP4VXA1X0VaUoP4q2KPdyf0H6X7G7gq7N3QraZ6Zzeeoz2lXGnw8KDRrXX+Bfi8tabw0z1CdkZZ9T1NjdY71adgMjjJ0nn2RJPd76Vpz9VqufiIgm2dSrVNgl5dgGoIvnFOKGRMwBLzDASHTqAUNYDVlfzMikBbaS694e7m//1/fv31/8Z/+7uWz89qKmHCYoyA4QQrH/nBZdo6bB2mjLCotgzeUernb9f/yr+//+Jc3t9vWGONqsTWNBYNbW5XIvysSnzBgLokEZAOCgUJxqE6glHYrP/2zurV7/g0gffCTiziZNKhcYWBQc0woZaQIuEFi6e3hg71/jf5eAJGQOjckaELY3kNkN4IU3FRMkeaGmBAAtobb0K4UTfSgJ9FrERM8Av1hANLu7Lu/mQ/fadWYF9/IxRewNWnYKfpO2gNDcFC/l37Pfs9+L+0d2y36AwgRQzFwdXDOls0FqhVNRZJ9B1VoL30L7cQZVBtUa9qaOQsfwrpa1BBeACqHW3R36Le4u8P+EuuXcvKFqU5pHGFgajbPCI+9FemwPoPdoCNp0ZxycwHbBOhPx+vmlSCool761ty+M1c/wh+kWqFqSKoPJyVGyUcGuTHN++jf8MeADjApykQDiaeEDERk2CW42/l//suHN+/u/+PvP/v9N89OTyprOAhBUqTWG1lRClFjRHkBSNvi57e3//uff/7p7U2vME6cg6sQYd3BOEFFUwfTRWJcSIEXwdqQDnaPfxQU0NAY1BtRlcMdv/8HD7UX39DY3tjMw8rOLApBIzTIqEIVBOi/src/o9vB1SJGVKGeIeYbBPv4WXSVlOS3mzgwQ5ZHTctkaVxAdcIFugIiJo9y846WPVaV7T3uLrVqzPNv5fQF1bA9oD3IfosI5USU+A/wB/R7dntoJxDYhtUJmg1Wp1ido15pcJ31PfpOfI++hW/BXqyF28AIVYFeAiMm0ukYHfwBEGxe8OQF2Mv+Bvcf0O2w/wAY2RDVKWxFcTAbFZGqMrqDAVuwB+0G62eo17SWyX4yjDaE9Sql68zdpbn+Ed1WmhWqFQDSx4NQIwBnm90QfFlOX7YMSvQNqsJWl9KEuElGNbYTpLM/3lwdLm9//Mvf3v3+t89/8+2zi7M6JJwDEikupNuR6pgxToxStvv+9dv7v3z37vXr2/2+V4F1MHWCfhejFk0FOJiK4gA7OH6HcRXORIMYJjH2nxCxNZqNQE13q6/+wVPcxdegeJNMaVNNoAB6jFnBQP6D3amz7ZW7eSXtNauVaTYGwvaA/hAwRobzUADxsXsM/MdEG0m0fpKxz4a2jsfv5SUKwh59eT7AGAOyXchYrE/FiGzO6FW7O9ltZXfDw1b8Ic4UwtkQbdR6xcBtUK2xvpD1BasVnKOpAKH6APTSH9DtJZw/LkTVwLdwraQzN8X7oECHAdPWbDaoVrAOAtoN3KkcrmV/D7/j4QZiYbNcKzRg76B7ek+puTpHtWHM/CMcSRWMUNi35u7SXP2I/S2MCUnRyJAjhBnq40JMbX6J86aj6AoWL4AlqzBXtDaabCBkH3avhUTb483l4f31z3/887uvvjj97bfPXzzfbNZV5WQ4WTuhQGxfDClK7Ft/dbP78eerVz9cXt8c+l6JmNAlnWUEsZQKpoKpAReDv4YjukMLItlLITG5NIQkYYtALF0j9KJqDjf6wz96oT3/CrC9DJkaRxeznJZAsCT/MZimN92tvfkB2/e0TjbPpVqzayke0hfnsJrUW8NiXaLHb0hbFqL8ohplEEwmYU+AibGGP9OsEOT4r7DZ8MW3oj1pedjJ7TvsbqMLgADGiXXQoGNauBWqDZq1NKdoNmg2DKZD39N7KMW3ONyi20q3g9+jO8SOtjX295CKFGiItfMUga1Rr1Gfiqtoa5iKMIDAGqwd6g2arXRbUVJbgU8GIgAWEChhG9SnqE9pKoqJ7G+QJRjTSnedvb00H37A/gZiJDgFKePx6oHYZwtEnjLJIF7I4qNlz7cmoIGGuExrjamgrWor2pG9QIWU3vPytru+u/zLd1cna3d22jx7tj47W61XVV1ba004Z957bVt/v23v7g43t/ub2/39rms7BRH5iwkpGxgOMgp0ARWkZhDMEAQzFKMgKBA/ptABtJhMnBQN+QdAU0m9AlTaW/zwj0q4869gxEfrbCH9D4BfTstA/oNNWfp7e/eDuX9N9Vg9k+YZCNWDeIVGrGe09RrE8I+MT0jWsYzSmUIZEPQ9uYcCqAQupBUUxKMA5z0rLlfr5jm0M12H7S121zjcQxDZjQiDeyCqeHpUs8b6lFUjMFSB9+hbdntoL97D7+Vwi34P9qAHENNRBeAOG7gCGAdpxK2kOUV9wnpN28C6AP1xYzgcX2cbqdam3QkV/Q4icFU4rUj6nmLpTlhtaIKfjxTDY6b90rdyd2k+vML+BhBYR2MQzD4BCCTR7AIuhqkaySTjnxw01cCsk/lFVIyIgzHwgY97wkM1HBmPvuXu0L29auXVrTGw6ZQZEyVDqlIVMUGJIPA1QZSJjYMNh+U0MDUkSDsV4ZBcSyI5QMnNotkjxQ/kkSZreiilaSZNBbcC97K/5g//4Nnbi28gthc7jRqY0P7hd9hR8dJv7f0buXvNfg+7kdWFmFq7Dn3PoICVai4j9iY+FfX1IXh2wLjwRIOgQa9AkJOb4O80VoIHrj3ckALj1BiKNfUqeF/BWDAlT40J1SoYg3qFuoY47Fu2e6iH7+D30h+gPbQX7eC7GCHhNlitUQfBpqGrh70MEREDEzKUGIqJRzHH/a/UXzFiKlZQqHRbOVyhv5eqgXppb6EeqzNUK5hUs5SjCoEsKt3B3L43777H/jpEzMQSnEB3KYinYMVhkYdeDSCVfVpAMLlkQqjh1HUIjIgR4wQto4NXByIcNhfckgK9h4+JS+IQJG35xGw/SYeNR1g7xq3JFaSiVIAjHBCTCkcOEEhp9NefSgGDJVQC1BaHcwZZKXhwWCdoAJr2lq/+wavaZ78RkRg+lmdxJPmkShimxYs/yP697N6g34tY1GdwJ0oDr+z77G8SSRIFMCmtDYCc5kUAA9rIypLLfOQMVKCHJ8RDKhiKraiLJ8WP0AAR18XCCtcnUq9lf0ubhEvrxFioj1KjKvYH+Hscdmi3yVesR95XB2AbuBrVBs0p6g2rBsbROFiLSJMSuJAh92pKpTAPUSeQkgX1B+yuQYW1ogr0qM+kWtHWiCfRZtaY/R1U+tbcvTfvv8fuikKxdYgHYBaJx+3NJqq8GXPOgQ9EuJE8A0FNDrl4RYyxME40KFEW0lI9GHyZtGxbCgUcxW3UT4NLUiD8wcFbKsIxnIUDG0T/qMBItgRMmEBaghFO5ALR7zIGzYWNDlPBQbBHeyev/tHT24vfOLG9sZEuJxIwgFYp/auKP0h3B+1hHMJWvTiQ1D5mAh5lqA572CmwjkJJYipS4HKe6qy9JBMtQ1pL9HHSFrJC5IEXHwoBEVYNq7Wk6QaiSzDCrhOBg4CKvkXfgj4uWIDd4C9ka9QbNCfBA5ku7MBLpqDCHn0nhz36FkpaB1uJrRgwzdiU4jvGYcF7aIt+j+5AhFiZcF6qkzrmDy3sJolaaIR+e/1W3v6N+1uIiKuCYkBGOVjydDM71Oe/eat02H48Noc5bD8DUCDXpAhtMMgSVoyTYJ4P6prvg6mU2fA6wobcZIxYp3EwjVQr2BVsTalAo1HWD7tI6bxrpPGl/2Toa6YUhaQe5zyzOSIxBkAoVmw0uEi/w6v/7ZX2+W8cpWcJfGMOkFEivDM1qzMxDUzNagMY+uBzFZzmbaLiqc9iKAo1kODTF3Are8rYYUxx9yCGFGG0Fg9khpv/IuAqVE04iAVGwoFqQyrgWK1CAGsBC5N8jMNhy7ZBtUK1gqtjaGL0aAAAeC++lcMW2xvsb6BKW8GtUDUwToLLmpFwzgL6Ft0eAG0N18BWWJ1DzmFA+hAxE9JHF+IgIjkJkk+/t1dv5N133N/BRK0X0dmBMZxvEDPD+HUA7dTrbEKPnHdsoJfyn5SLCxEjo+dZbC0SGQPjBBRRhGNa1AM+7KYXcJThNgSaOJhaXAJ9WAbfJEmOtHGz3GaxYQDroUaU7GXktzm85bBNLDIQ98QHQEi3xQ//5H1rX/zeievFRu1JC4xKKBBQiaZmcyG2Zr9XAqYGgxtzjzRZaaaD9caICQfZe6gnfFqURJdD+WzGlSBUIGqtMcOFQBZFoGH1irUM/MYYrk5ElO0eUNgmQnk4STxyVSAEVxsL60LOVEg6ZDzsxUCCi7aIJDX0YPZ3PNzhcI++pbHB+Z7VChIcJS7R3kp3j34H7aAKU6F5Jqdfoz5hvaG1sAIhtMPuXtotMvQHCSreq1Bx2Nrrn+T992y3cZ/ICJGOeOEAv4OHDDLpikBRCt9phZgC/yDFCsfXptizD/IVTQR+GlIBS6iIZ0iHIYShGBSCUAZOACE80saNHqmivpQccga5KOKKYESopmrqIGDkoedRUCG+4EIydIcaFhwCiBVXI1gjfvqDB+zz31dGulhNuT9QTDIMpKI7ValEKtP3IIJYIdpBe9BHFBrm38BUECBssKsAPuWjHuY7obOJrcZum7ipHJSfJQQohb9icgBAuDqFW8n2mgIxDtYxqsJuWCABYGgdrIt5E6SQz4IJ1bfwbUqvt5VwKAsJcWjO5ORznL5kvYYIfY+Wsm1lf4X+Dgz7DA2qC5x+hdOXaE5iMJcB6EW7EOMUeSyJnOjBE6R0W/Phe7l8xXYXzbhic9YqDMMoJWFOp2IkihRIMhiKUCBAElhHDyWvUvqQgBIW0NgfYdroFAns1BgZYqIFTDaxiEXDAoxcI5nSZsUhIVCF7KZfDjihV+EWimQVSn3N4B+FwKQaQBxsLVR0e/z4/3p6+/z3TqremBFIlRIRBLCUCkKIZzxJKZ13iAT3kbwakiKGxsZ5EMZIDORgJhkAseQJUWALzDDaMCe5QWegX7B/AUCyXumzr8zde3YtXCe2Ds5VUB+8ZQJppNi40OIF2QBCUY92i26HsA/Q79GHrVrAOFRnOPkCZ1/y5IK2obHUYAE2EMNqLdUK1VqaM9RnrE5QbWjr4Lwi7GMEwv4G+3uaZOMLHCCkUKdKt7UfvsfVK3YH2FpcPaQ2QaJPCQASXIydEUDASFTOJMLMSG4ew3r8dmxFiWBTYE54FHZ5QrLA6FkdeQ6DD4/aAlqT7lTyolJxH9ZzQtGyViLD6xi3kCvMEDHiDEXT5SijGkoRCbIuIX2Ln/7oCfv8dw51sgvF06wK4pB6Eu3SFPUxvi56kRDGSTi6IZQRG3N2oOh/HjWKCUnUYVDAKdHR8DgHGEY5f0JT+Re/MbfvzdUPbPc0NWwtYknABzduTwAwUI0UJsSk0UN7+hb+INqmJyGx8wq2QX2Bk5c4ecFmA1sRNlrelKCgPsXqFPUJ6o2aOuxikiJktLS299Ldo9uh38NUWF9EL5c8bqr0e3P5Si6/134PW8PVNA5MZ4ploMnzOHWvzb9YTmkU/UUGHpLRJ0vtHFIW5RWKotDwJtSm0eIh2R7JtJAGhTkrm4zTPcYi2bi54UaGG5kVLdEpPjFRd5oVTASjxHMhwia6QCDdAT//0VPt8985cb0EkS9JQoyMJUXSBcQnqARgjBgXjywxDiaaKFIS2CQUcQaoHHc+BZAMMh5DrIQQk0PyJgygFBqRVlSg6zP/m//ujMHlT9rei7WoLIwTGzZMJB4s1x1AL75HOMmUKiFoPcK1g1vTrVFvUJ9IfYp6TbeisSDY9YhJfnrxHUCsn6Na0TUM3rwk1Iv27PdmfyV3r7F/j34HY+E2WD2XLA1HG7ZKvzM3P8nld+y3YhtWDYwtLNzlEk/k/nJCIpxFTssMARHTEquMn+b7AUKQz7SQoSyHBgqAy5JSYuX5P6BwZ5K06Bn6yyYzcyqko8w3SlhJ0kPu0bDRwQlsMNVebvRGCSO+NlZcAwB9h9d/8tqb579zZhWWX1RDNgzGXFxBXpWkroZQT1IcTAX0AstgzAmmN1XCJ4dCLUA+S3fDIqYsRmSa83JZHs4OXV4JWSEwzp9+jt9YZypz9ZPu70GRah30XYHEeNngyeOjHhP3nsTCOJoa1Qbrc1mdoQ7un8FcDahH30lwktMO6mGM1Cu4mq6hBB9phszdoEq3le07bN+gv4cxsGvUp6g2EBdJivYCQA/m+ke5+p7dPWwlrpEQ+j2I/kkeLYn+SLYp5I04v5molMAxLp8BRxJMZVgXAfLBHiVoIe4xlaCPMQIkOk2g6FIWqUrZYnIN8tOcpg8PmOMbmel1AQmF+JJdHjKKR9QRGidOBIK+xdu/qm/N899Zs4IYTeFzhUeiACYeOEmNuCkWYgWeVPEeQJQagCjFZZNdAGsWvCvN84S2FesiAEJalMkIx4sxeyYUivXrZ/zNf6/qE/P2r7q7Zt8i7CJpcGLzMbNIkCAleCAbGItqhXqD5pTNBpGih1QWPVTRH+Rwj/Ye/UGgEANXQRTGCqxYxCCBEILjDxLiLas1mhOpTtCcwa1pKhoHAr4XdPAHc/cWNz+y38GF4Mlw4nk622IYLVNQSRKBBomoFAzSFtJQNplDI9nPNtRCEE+fB/tRItildikjDIlPMtU3UQuUAg8HR84JlZ7fYFxAJv/OVjpPCxMvQ6L7xSukdIjk8BURJW8xYisAoj0uX2nfybNvXH3mYWM4aWm6EYnOqhGoyRAODiP0pIIQ7VMTvpiBdIJ3npaptFkuQcyMH58d5wA89ovBAGycNufdF/+hIuTtX3i4Q5TYApoGhDQiyRJnrITN42qFegUT/N5I9kkEJ7SXw53sb+H3EIF1EAF77G9wuIOpUW3EVmIMoOgTb2lOEZw9q1VI6cog2AQu1O9x/w7379jvYZzYKtl8fGBqE+5ZDLjgBhniJ5MykgomZJyRJA9cpNgzwPjhCOhzmzKy2cU9rKgfpOJMJcueFPrJnIxFKEnPSy+bsv+lnjPIOfO6ijHGBpPuHjb4xMA6gOJbXP/Iwy0uvrbr52JX4bzyoUvGgI6mCvG3USqyNdRTU2RmtCXmASaTVSYoSGEMGeIzlylXM/xDMBkvp1Le7Geamii4BT5gtDlpv/p755z56Y/abhHOAI2jsrCG1sWA/eCZGHa+2hbGi29hnJDo+0gJ6GOMgXWoN3A1AHZb2d+gu08ntElaeIP6FJvPsXqGes2gGSOpB76NBx9tP2B/Cd+KjRpVRI84yFIyHt9kCbuQDIZpYTGhHEG/5LXBmL0Ew45MJjkvBUb3YYwjQxFH/8Q+yLgzmQAXUsqoPCKLG/SHrLjLoMCDyf4U78d0VYaODiyr6CGRZNQwXSHRpBH12F3Btzy5lZMvbDiadshyF3yjDBj8NRRw5AqE+Dawaxov3gTv44GfDrMtKSPv0jWsUoHPj+kAM6xgAQQihEW17l/+vuo7+fkP2u0kbkw6WAtXwdWIbowupBNE3wX9OFbpO/gWEBgHVwECW6E5QXNKV4GkCPoW2orXmFoiOBeJg1vD1ajWKbJbYtQtPLST7ha7S+yuEM4LyehBTVMxEQ3nvyQJtcUsDnbJkqZwBHaCwnsszXkUGFLTBSYkTTtwpEzCy6XLxp8EipHOlWpJ7BeScjOuIfybsVpigv/8tsSvsO1dIADLKRnBxED5y++nElQUgyHs2W1x06HbY/PCNGe0DU2lJZ0e2JdIcE2HBju1MM2D16htRAxMylRSAwqVruzhePbwJCV4zB8EaaMRQLAmCaum+/rvqv5g3/zR921QlFMCR5PWNOn7fYd2j36PeBRzH7OougbcRBW2OWEdjKGEtbSVrJ9FDhAC5Ls9tEd9ihCNgBAMYASA9mjvZfsBhyu0W2g77IYklXcQnyXLAEf4+wgxOFqbCSSUbrhRZijShBSkhPlJWKP8LE5s1p3SYgmKAPjUH6ZFj0KU5D6NJZbxFnAslPXFod0C8jLUFlid96xSrWlC4jkxzJ8gjT3XXDAZwAoJ9tzfIKS2bU7RnBlTEQJ4aC/9AfTJWb2DxuNA4zSFw8MDZEcpKybDRI5bS1MaUW/MB1OXBMQsIKZcLSl2y+cC0TAXAlqtNt23/6XW3rz7C31wAvWkh49pI0SEtoYxwSQa5RDVlNQ/G3QlhZPHwVAqqYXVCtbEUxn7VtotDluKhe/R30bHCmMAlf7A/Q3a27i/lq0oYRE5HWqGpikoZBPQMkctQYqzVxMqXsgbUvxMgBu/EknIOUBYsgvGXyIFNY695QD9BbwOdQ1IO+m4FqMmht7MNd30ZYGVY1QvjWnFX6Aog7i4wexPL+2WfYtuJ9pLfUKxVEV3kG4XvYCoYPCo78JhuNErLs9eivEIkAJw8Aad8GgmZJbM1Zc5wKLoP8aH4iZn3hZCq0372/9RVY28/pP6jiGO03jxwWeOMAdxFUyFagXXBCMpffCDN2Ib2gaqaHcAoJSqAUSYnKLUianDWVyUSgLy+k66PQ436LZgD3iqRvlKrBiHHDQdjyFkIh7F4Aa4YKQNkqZvulWU0bSg3Jmz5pUezWKmScAUmfJecp5SjvLyxhAnGfyOkHh+bn1A3mR6yk9nDGzUBaKg09kewHHpyeSkYXKQBYqBl+RfsVxbiOulkPBeAgDQQ1uxtTBIyHv6Lo4ymPu0ExLGATEeLY0uK0mmyJqEeB9JmCm6NOw5Bmby9H2ANHec3qXOGAG0Pmm//s+1GPPmz9of4I3EDU0NPpgAWFey2hjr6ByU0vfsDiBjZFnXYn+H/S1cjWolQEwsB8DVcGsx4QBDD9/COhEDbeH38DvRLlG1ZD1EYvexz2NpeSQRYkTtRvpluiNGhC18MhJt0tuS5sWvS4QZUa0BB5AUAOS9GhFkK9DAN2RoLo+mFNiC4bL08ClHnR+NjDxziW4knpV/B+loeC5M9tDhflIhIlFHNkIQpKinEupRrWGsqEKTd32cJyPD3l8C9EgyJt3Isq3E+THhW00Pswkl7N4v5gUa9XkuPpVPSmpHBnHMNu1X/6l2tf3pj77bxlzYYiQoA6roW8ajGg2aGg3Eb6KI63v0V+gP6Pcp/ZOCvZAwhuJgXQz+NxauFlmBLmKfsYBKOmE8AiaVMMV+1iKDm9DJ6TW4/0bSV4JdBp1cVZqT0QyOPCwy9A+YMKHTklOSSLZ+DpXmqoLOkDGihNHRLi7GN8XHOZxouViGFqSbRJVHhTliAoHeDawyFouCGjTuYyJJTUqholX4LvpQRH82G4m9IXyi7iZFxnAyZeV8ixhEl4tEOyTY4qP+k78ycNO60pJNQWUiBc2RIUynCCxN0372u5owr//k2zsQQScWCunR7tBudetCwLu4OiQvEOMISDTUBD/4dPImQFRiE1+TdOAXNHqVarSQJjUydoehPId9p6K/YwodgSyHwEdrgwzIs0wm085XrjOzyFRsYmdnSa0LrZqjz4eOgWNoHkkwBTcoPx+EqISxyRSTK2eWpThud9TRAi9SE9M9gYEnpHRTSQMZOZlC0mCH/A6BUVCDly68h3GIobAWhqCNVn/JoymdRPIcZsYSOibRSQykMqY8LSYndlkczKIINAkDmMyMYDAkjxTKyFJigJKt2y9+75rG/vAH3b6H70gHqQQGVIY9LAAiNFZMzWqF5kyqFYyVekMRshftGbihsSGOTOoGxiTnfoX27A7o9/AHqB9IoyBAcHRwxGjpx4gQjWkJ67OYkcnznDpqYqSQlO6qmKsJdUTMMFXSi7iXq4h6eQFYYUqNpCDmTPtnqDe95tCfwA7koA8XA6TMgOlIGyXQD9LdiBAUhB8zYpE/RCRhjAK65FfBNOK7KLtGHIhMIOSVjCQ8kPdhmyJjWd7XlzDkoMUxZv4qhEMSYuFq1HWZFyhfy5BdPijo1FJhCGCIqr/42prK/fQHf/sa/QHiYSsRCxMSHIW0pi3kIN0eqjBWmg3qhj5NR38Qf6AYadaoV7AW6qkt+i46C/kWmvbRIAVxnUFPXqrJYAdWkOmxBCBdWuwMCnP5eHgrYVGzvD3xKiUoJhGMsGGUoT8c8RT4WzJWToSshdHMwW60NZbCxpM8hvHMMM8ARqs5CNOpzgTEY+6AskC0wpdcYmRQmsCSDDtZ9In2SoEGBiLUNOcShedAJwBJXD9T97R9waRpUEMGk7B7G0/CdRucXKBuHowIm14JthKSjV7l/cvAgoLwCtufv2TduDd/xZt/8d0O7GFX0Rak8dxMwAOAttAW9gTVRqyjCLxH17Ldiu9pIOrZ79Ef6Pei2bFUo/PpcLpR6uzyWDIoDBBMAFABONguJAHEOM5oSFElA6gN5RlTYQODvWGMLRI/1SQJJT/pGAOQ47vznGdeNMekcoBc+puWqeDqIxyY9DGCTpqezCKYRppm6xj0jwsvkf/hBrGekN+n+Cr6kouJaUxLs1d6KGIhwXNWhskdGhp3DIgu1ySUtBVOXuDsJeqaD0aEpblC2rYcCT+JYGSlJP9MK05YofjmTH/z3+r1mfvxD353yX5Hp2JX4lYihlRGY6jH/pYQaTao11LVBGAkaDToW/oOfo9gNo2766FPRI4GKgcukx/zqSnGHNRwanoq0dqQdZ78VfDXH0hvgQBAOCYjUcFiShNDiOa3waqTUE6I4GMS4TP3OYwu3UuuEVF8Gtoa/x1mgGUi6YyGw4IO0koxS0TypMcUmmM9zFUUZUaAPjCKKQLkTxLwx5HquJJw2tXAw8NJeBSBaAzzL20+5ZxHuE0pVGKOTaVYnjyX599Is/EGiwiweMm0dpZ3mQNIwoEAN0IYwAHm8Nlv3erUvf6zXr1SH4PWxa1hK7FOOkN/YL/D/YG74EPRiDFA8PsP53z00UE65j2N0xSnb8GpazTVUxG32MkVMh5yPqJtWvzNH48nOgvHkhGm5BhDY6NfcS8rKY0JLGWyhEiAEfEc47dIW11DvanziZKPsLSUXzBVUId+ln3WjGhj7MoyVUlxMq0d7mV4hQH6BxwYq8XDUoafCgmJ0mTUQ6pEBPCgjWJSwezSv5JZbIzTUqVxOHmBl38nzXkvRnEMAabwne4DWUrLN3gOz6FfUJC9IH7V/flLXZ1UJ8/Mu7/q7la6Hb2Ha8StjAnp8XqqR6c4EGHbT5LRM54jp8g7feXkBjgYxUVMsCH3fD7S5E4z3dAdNTOcDi1xepMmF76VPD2TD5eZD7NepRgVLT8cdXOxb7PnpcieB8wRzC3UL+NvF3s+oa8lVuQnWcceU/rSUYpDfyJKF0wlmaUS5o96UnYtCJwGJpwKN+BAZKCSRqUaUrsSpK1x/oW8/I+yOu9hoqjq5gOfzOTy68nzTCCT1FQKSwJQQjo+dev2y7+3Z5/Zd9/xwyvtttId4O8pErNjkzHCPxMRYyQknhAZwKtglJHiDBA8yEQZwBcHMCzPjHxEISSDeJa1wrly80Fnn7S80vEdlmYvL/AgKsQXca1ztrNAVsbQOrCyAY6mLY7swUV/8uMELMVIRkCWh11wngnlng1tpPYUCDOMNHOALL6VYytMScOsFOQ/P4zLLVADY4EqOTuGhRAApNL3VA+SxmF1hhffysVXqE96WM2noX3cTjBKHSA8KHcGMltAAf0FQwAIB5h+85n/3Xl19tK9/Vd/95bdLkS4SfaEiVv0wStWQKH6xNTGHDvfSdbewvIqY5742fQtDirObA6Nz1/peOKJ8eJgeBcY7iT4fU695rb/2cUif/Wwz5XHkcBIhlqGl9O/KEZX/B2RtbGhqRhZpt6jCufyz7wbc1k/brqN3k7QH2TKBJGqLDTg9EHukYQsAZEJBEeJaBMiSCophvVaTj+TF9/IyQvauhdDCDOBdsfo+yNXSeBLu5CUpBdAEfDBhANhj8m0z741J8/d7Tt8eMXb19reCnuhFyDqiCEyNJjkGah6pgfJTJEJL5PJf8o6OZTPNE/S5JZlUaxa5GSleZ4JeAeyOyLNg+ybZPFRdbljBXBwPvdMB8IMYD8vM6aRRbERDS7eDIW50OooXLi8JvMzw64Fk8tAFWTWO2YMzPRzmI20t8OSvWdxMw8kt5tWIByHpl6kQ7CpESoWxoUjUeT8S9k8o1t7OGV2skQ8ptvlkc7l43JUD18DPCUyHJEBGTTH5QMKitan7fO1efaVu31n3v+r3vyk+xvRThjOgpUoXCOG8UvyC4gzLUB0eZHkSxPFkQFVSi8a5E/z22Kqs/tP8v6ZT4VMCNt0fko/toGITRjGcCNjKJGyTAGmhXSVAHGRBh+7SoWtqGrSmfLi6J/RU05GVzK5gRVOvx1wfqLNF/SFw39SDp7lrJSsDPHcGvVxuwCGplJbszmVkxc4/Vw257Arb8J5CCY6zw2Gygcywy1PwfyS8RpjAKWMpmXvBw8zxKydIgrTnn1lzj6z+xt7/UYuv/P379jtxHsBBSFJgERLi6RNIolp7gT5zIvBuJ8heDDHiQ49zOpaJmzDeKfSQERpSTRjMtKS18W3JaPP/Rhuhm8mcDhmJ0PjSEMYLcqMlktZegJ/5Vflzxmsjr8bmNAiIBxxyOFAJgZ4zVyxLJdoygj6Udhtx/0odJhEakNCNBrDkHF5dS4nn2HzDM0pXU1bqZi0ESaDRpGrXtYBHoV+Ses9kJXCOgQZYD3XVM5VduUDYEL+EqO0uq7l5HPz1d+5m3fm8ke9+VnbW3Rh2yuE/odjP5RInFHSwAbHgUTgJ7S/JMBSPBw6NjDmwFiEs+fMTrbj2UjFBs4z4hXRHyOLCAUHKzpWTtiohbJjhcAAFsVKBJrAevpwwNwJQBeNzQWX6a/irxSgMmVNHOC+gOn8vPibDt4sECDiBor6c3sxnCmdTWEr1Gs0Zzh5IScvsDqjW9M4jSTfxBOxQqxwKV6GKmcBMU/jqqOpTpUNbno5VLR05ErERkpWkN+EtBaGXsmVP/lG1l+YLw9y2JrDLfY32N+x27M7MOaLDHk8ozt7AIbIEwdppoT4ufhRzMWADxwK542BJFYN+kyRmGQB96YuGGkBkIY5Qs5iAkcdnJHi+coUpqLxwkx2Yaefze6XpCA58nxe45S9jHAg5YzQBOJpq2u4YUgFOdW4ho2MQYcRIFnGHVwTsoGgWaPawNXe1hRDscNBWMOJE0hWxBIAplagR6F/VmC+MCVzyCibhYX5VXIDQUxwSUMYmhruRE5eAhSoUEU78X3MmRo86nyXUkmmfJoFgVngZDJe/gyvE4BGAvERS5lUkr9CwVhl/CGKYUvRp+E5R39YlCixYobA+fWcG5WEOc78ZOrnOABM2c4DV26Zo28yxWbiJAUeDtECuZLibbmFN+qTpEoiAUr+cBKibQ1TJBgwQDxNovfl+g5m9IL4ukelnYWBz6+SzOd9AGSCDyQ9LDsnl0xgYd4FRggintZDUEAjsAijJlHliStnbbGLM6AJUzL1aJGi0MAll+TpYw1x+Sdnr/KThbEfmeUpSZ4VI2YjOnodL8bR/bRciajHv1puhCjl4une3MPtpitSngm/BXJoUc57PiBAQbCmVX1URNjc5rXcy0z+M1JkPjDBgRklKvXIUMIkhhhcZQZumGFz3on5s0UiOS+yRAAXxnhMAHi42HGQeyIOLFimOPn38cof6MYDMD0d4wPAehz6R085e7b0YeAkIwZe/jMD7mGnaCb2lB8OwMmZOzQzI3uYHR7H0dgCUz8mhtGEA6XYOsKHAgfih1rsKCdv8vlkYfLsOCvg6Fe842TInHw0qmRhSR5odLESDJM8fbUI/UcrLr54AvU/Ws+DFH0ZxJdKLt4v04hF9jh+WBD3+HAkCaYfA9BnKbR4MrkZdURCRFioPTczZ0ljyvEwMWNJy/Oj/G+xW5xZwXJVkswCJiLJsK+c6Ec5NWUfHpcG5u1OnjwIcaGJhfrHAvGi/DAUkNnPPGMfeZXaxCdexwE0/zyKBk9ACS6+Lasdg99MPxrwYXh7TCubIMO4cCayYyX4KTS16N+x10u4U/SaSzeZLRTm+cHDIqFB3sopczvk6SuZWv5d8JhpRxZ797HXAoiPa5vj2AOFn9KJR+j3khJ0XG4azw8fq3yRzzyNG3BS+UzIycWQ6dcDHVvinIXnyOjt6KeMygdy7EYge2w9lwjt8Uezq5CIBrDGgIVMe8ZzYZ0YPhwp0Cg+LOduXEP8/MFOLkj/Tyaln4A2029l9mRR6n1yP0oAWvx+DosLM5BKBgCdcqbHxJ7yK4x3hPIqD0sTfuZiBfeWkpOPEbekGiNMKN6NyJAs3bMQgcruZVBcdPb4RVcaZOho3DvDcDMV9Dj0J2WyGKMNElsY93C0Zh8LpwND+dQyDxDeB0A//XgcY0OVxQyMWliiI8v9PdaH8uEiDc7/LiGALK0mxz+HECtEJCkLZAIX+19+uNz98cMCl4bn48FGDjB0fgw607EtXk/AB44aHBrOPAEl9uc+z7gBSgUaA9MItWWyx6VpQi55/FqYygdEnDy0pwstj8o/jz+dvplUvvDRTFp4Kiko0TV5zgyUeEzFwj0LDr8Af0XhskyJBgO9n4jKKJjD+HpgOCNWMKEIA03NO8FPoPSfwA1GRSbwVA6pnKZZvOUA9BPkRsE9MF3pOd+cwvN4jZc7/SC8yHxOZgUeucYk/CnXxzGzj2V9Rz4c8YGxoDLyQp9A6uyej5aZ32C0iJOJ+ojxzekpgKwDxOvYMjxGPj+qEyV/5/hJdqPATCic1jSOScCMZU3EjEGmLJp+EvU9Pvu56U+75NiPI3P9C5p68OPHljaSy6mv+YN1y/K8DWZxPAH0F2d+cRWWRjPzsx0zzIEDLBL7oz/GlR559XRsmUpEGJigTG4y50pNLLDFxWWeiF7p4bRsyZFnz5E7MK148ceTrqMwOX9xBOw469JC+SPNcFxA8NAQZKmmKV2ac/gCasvQiFFbD4D+YyLowsUxlJeNzDhA+DsckvewffMjXj2xwLgnLKA5dzcLhcJx6bIVeejNAPTjzenJ7Ex+DE+eLOHM3WieSrB/AW8VzNZ7IlIWjUyAQMavZfpodo1rXuLKS/17CvUsIH5qMH0iMozBY87tMeP2ub6P0AGOvZ2J8Y99vsSxJsBaPl1A30yxxhLOvJEJ13tg2ZYFn7EMtvAty/cfdw1C2q8jX5aVLj/+CJ5TXktItdzr42OZs2sWhWW8OvnVEwTD2exPdJVJ9yZvpq4QM8ieVrIE+tMnH7Wc5SwsSnoFK5jWXKL7Q51+8Pnxfk3oChZ/fQLgYzSQo6T3iBhzDNWf0NRD10MLPRH80owvk4MHezOtNa1puYiLdRyteG4BP4Y0MxIWCKvLAZqLBo3MTR6Fn5FMeWzWF2s5AtkjL6hjFKzgmIuyzUQQklR0qcFpT+dPH+EeT+cGx0o8QXYfWB8LkMHRaX+gqYf6+QDtfQDgio4sdmeOZizWZRjHrHPL/Dm/4ni9jgnMoWPjnh05IWb8lOP+jV4+kcJwfH9EIvtocWAM7scwfuoydNwBaaHip3fomJg0v4rBPsRPZk2PkDwXnt884TpGUB8pWqpSM6lm5I8w1iu4CD3lRn7pJFb2Z8J/ivrD3WgLNZQZd0yKh1PpiHBcxNYHV/3jQB8z6H/iJWMmMHpzpL5HSPTRCh/uxqOPH94NWPhwSRh9StOjhfoVNYfFFh/s0mAuG7PWY1XNvSE4/okExwP55whSs1yw8O24sIwZwqSaUddkMTv0o9D/y6f+UaFvfs3J9id0Y+w7NHn1yTVnDe9pYHy80BPaHXDgqSLpJ14cE6Bpa+MOc4zY0z7Iwk8p1QmOfCKQ95Uz9y4dJWZ+NOBIpcZjviTlNZhBnzRlnzCtE/FjkcHNyqAozFLw/eRuTKqVB6tZ1gmOvnzKqyddHy0CHq9pqSufxqmOAVOkskfeCgbPxaLGqcg0iEblTQJrKb4aYf7sqxKFhrYwBrslGSnn/31w5pn++9hr6RM+VmBy/VKoeqzmp1LoHD7/YJkn1/jp16dXXw5Axv/NLi5+dfw6xlNlwrontc1rPq7STAKjZfxEMtJO6i/XRab1m1LDzWP4KFB/CmrMhazF//79r+OzfaT0o+UW5/pXHeyj3z7Sx8XXTxnXYx9OdL1hpPNvZ4A4SVaweMPjr3Kd8nBvZ503BfwP/R5dXLw9UvjIh//GNPETrxIWH4aqJ87nJ7Q+ffSEr/59rmVmJqPbXz4nU+Ywvx/T+OmrIvh9KDZBg+NcDphvhJXlHhBg/o+Q6yeqy0+u7N/hmpjkHrk+qvAvuVJDQwIbPL70w7ecPUmfLC4RZ8Xyh6UOIOmJTBSMB26Ke5m4Us9HMe/5Qma44yPng2V+VeA8cv3/Dvo/7bOlxVuoaqLnLa3u/AtOfuOIO93DyFBUJA/A9xOukX9o8WTAyYBXBZSjtHKOwT2iUHEfiyxYYOInBkeuowP5P0L7c9O/QHx+orTz0LdPaP1XnJ6nKgylkoeHyMQnSFwPNbpwC0g60ehYN57yfKYhLN/MS0703cVi40YLBJhNB+f3D07Zr6zI/ttg2qfX+gTQz1mL/0/p9B/HJJd2xGWGUE8B2Qmwcf70gU7OhfvH+imL/cxvl9RimZcDgBAPcJx7DoLNr7Wei/z0ycVnHOzTm/2Ii8O/i50dMdmSKT+h7eU6H1yUR69hU+mpvYjXohb6+AdL0toou8nih4sdWhLuF5obi3/ziPCRWjIXlorCj+sAyxP3sKpQxB+ORrFU+bKv/7F83EebfeR6CJzmU3O8sQyZ8zlfrvPT5K2j9X5cJb8Mj4Dw+S/4/qmaYbnrvIgDx/xiZBzDNBltUid4vIaH3KGXr6eVGao8ohsttFnm031CIx918eiPBx8eL/h4hU+uMyptGbGWDvP7uIuLt59a06M4tFggrfsx8jL5iotwX9yPUq2hYMszoJ8mpi9KjvBZgGPnAxy9CrryUZ884Vl6/mvD/pMg9Vdr4EllB6myWLyc7OgT2/0kI8yTqv816jyKBumaItEMB6KF50Ekmf8sEXiqaQQRKNOdEd48LOEs86jp84dr+NWuX0btSlHlqHw/rvppstKDjeb1WJKeP/H6lcD0o7ToX+taFmAeLbPIKI5XtVi3mwD0ovixUFsCnOxNzaX3CxXNSnCOmg9cM6n2k9d9ju8LVX0M+/q4Jp9AFJ9Qx1Ovp7eyvNAf+9XTij1Ad55S/6ONDgUWU1qMRKCjIDB+vAjmn8y1J49LPvW0Sn4F6J+wzk+rl5N/R5U95dOPKvwJ17EPH2n3l0P/g4LZAviMifoxgWfx+UQZmOoGR65RasRPw/759RRB6FgLT4Shh7SIp3TlY0jKIktcBPr5V58M2SV1/LfQXCbtLptiP6aGyfV4z38xdC08/Hibl8usYS7sPtD8Qv6cB7r1tGu6GA/nN39aBz6xK5PiT5MmP7rZh/UKeejzxecLlYybeADcOXnKoyWnHXiy1JAB7GPJ4tOJ1fRh6Vl0pLQbIOkYSftUOfjpJHB5wPMUMTjeyY/s28IHH7tpNCk+/uTxfFWPvXkoDGXxOp65bf7h8tIcX+jluZmtxSNs5JPKfxRdXoSkhz91/AXs7+Fiy6D/RMj45aYWJBniAURcWp5PaGVuhfvlUstHqxMf3+InU6iPopUfez26JvNNkuHBwyLQ0lsXajxGPB6WBD7lerCSkroMvX0QGR7p1Ji//TomlydSo/H1sdL8owzpITr6MddTiE9ZdKEzY3x4WBJb+C4tzQj0j7GC5ZYfL7n4lQAOCiylo3iiEv2kRj7yi/xTFl8cKf+UapfZ3ROvX4b/R78+Nrqiow8jw6OEfELdHjU6T5ooV+GJ4vHInPbovGVt54kLXULm0xelwNKw6yWE5MRYv3Ji0KcUTpP0wLY/U7EpBDxhTo8VeVLffxVe95ENTSnG07lcKPNkrYNZSHuaNvowG1xEv7mecLyipYrLsT8dMp+8aizyyblSTV4+c+XjG3haLz6i2Ecj478bBH/yxaO/PpFNzZWGBynL4zjwAD0+LoUP1X7SEjwJX45vBj/kQzXJUC2AwgscWtfXXjLAj5nLaH4KWPy32DD/NKD96BWcr83D4FKU/yia8JSNh/ziE+fzWIq7J9LI8VQsbAMu1TMHiYUCfAgWS0l7crv4avnJMVyZUJaCvg83qXu2c/8fdpmwRvXDKggAAAAASUVORK5CYII=\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "3fi3jBSV_baW",
"cellView": "form",
"outputId": "aa8ea869-de37-4020-fc87-df6a0a21708b"
},
"source": [
"#@markdown Drawing Multiple Objects\n",
"prompt = \"a small red block sitting on a large green block\" #@param [\"a small red block sitting on a large green block\", \"a stack of 3 cubes. a red cube is on the top, sitting on a green cube. the green cube is in the middle, sitting on a blue cube. the blue cube is on the bottom.\", \"an emoji of a baby penguin wearing a blue hat, red gloves, green shirt, and yellow pants\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()\n"
],
"execution_count": 7,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "QBe4mZAG_XpM",
"cellView": "form",
"outputId": "055b0a39-2161-4dd9-948e-a4ce69812d39"
},
"source": [
"#@markdown Visualizing Perspective and Three-Dimensionality\n",
"prompt = \"a macro photograph of brain coral\" #@param [\"an extreme close-up view of a capybara sitting in a field\", \"a capybara made of voxels sitting in a field\", \"a photograph of a bust of homer\", \"a cross-section view of a walnut\", \"a macro photograph of brain coral\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 17,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "65eO3Ow3_Fmu",
"cellView": "form",
"outputId": "bbfc255e-210f-48c4-b4b5-270b1361455a"
},
"source": [
"#@markdown Inferring Contextual Details\n",
"prompt = \"a painting of a capybara sitting in a field at sunrise\" #@param [\"a painting of a capybara sitting in a field at sunrise\", \"a stained glass window with an image of a blue strawberry\", \"a store front that has the word \\u2018openai\\u2019 written on it. a store front that has the word \\u2018openai\\u2019 written on it. a store front that has the word \\u2018openai\\u2019 written on it. \\u2018openai\\u2019 store front.\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 9,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "rWSKopho_FkP",
"cellView": "form",
"outputId": "3cfbc924-231b-4fc2-9abd-338e3672b36b"
},
"source": [
"\n",
"#@markdown Fashion/Interior Design\n",
"prompt = \"a male mannequin dressed in an orange and black flannel shirt\" #@param [\"a male mannequin dressed in an orange and black flannel shirt\", \"a female mannequin dressed in a black leather jacket and gold pleated skirt\", \"a living room with two white armchairs and a painting of the colosseum. the painting is mounted above a modern fireplace.\", \"a loft bedroom with a white bed next to a nightstand. there is a fish tank beside the bed.\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 10,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "TeCs7moP_Fhv",
"cellView": "form",
"outputId": "97ea1abf-4642-4533-896a-b7afff98c87a"
},
"source": [
"\n",
"#@markdown Combining Unrelated Concepts\n",
"prompt = \"a snail made of harp. a snail with the texture of a harp.\" #@param [\"a snail made of harp. a snail with the texture of a harp.\", \"an armchair in the shape of an avocado. an armchair imitating an avocado.\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 11,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "etPN6KYo_Fe1",
"cellView": "form",
"outputId": "421ba624-2c1a-48f7-cd4e-f55ba776365d"
},
"source": [
"#@markdown Animal Illustrations\n",
"prompt = \"an illustration of a baby daikon radish in a tutu walking a dog\" #@param [\"an illustration of a baby daikon radish in a tutu walking a dog\", \"a professional high quality illustration of a giraffe turtle chimera. a giraffe imitating a turtle. a giraffe made of turtle.\", \"a professional high quality emoji of a lovestruck cup of boba\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 12,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "pUe-2NT7_FZy",
"cellView": "form",
"outputId": "868e8ced-5583-4866-ce3b-a8690b026f35"
},
"source": [
"#@markdown Zero-Shot Visual Reasoning\n",
"prompt = \"the exact same cat on the top as a sketch on the bottom\" #@param [\"the exact same cat on the top as a sketch on the bottom\", \"the exact same teapot on the top with \\u2019gpt\\u2019 written on it on the bottom\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 13,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 273
},
"id": "ju7kpHgN_FH7",
"cellView": "form",
"outputId": "7fea90b2-d49d-454b-a183-03eb1cd72e1d"
},
"source": [
"#@markdown Geographic Knowledge \n",
"prompt = \"a photo of alamo square, san francisco, from a street at night\" #@param [\"a photo of the food of china\", \"a photo of alamo square, san francisco, from a street at night\", \"a photo of san francisco\\u2019s golden gate bridge \", \"a photo of a phone from the 20s\"] {allow-input: true}\n",
"!clip-retrieval filter --query \"$prompt\" --output_folder /content/.outputs --indice_folder /content/openai_com_blog_dall-e_faiss_index/ --num_results \"$num_results\" | grep \".png\" > result_urls.txt\n",
"display_results()"
],
"execution_count": 14,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {
"image/png": {
"width": 256,
"height": 256
}
}
}
]
}
]
}
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