{ "cells": [ { "cell_type": "markdown", "source": [ "# Tutorial: Use on images\n", "\n" ], "metadata": {} }, { "cell_type": "markdown", "source": [ "\n", "## 1. A simple augmentation operator \n", "Take an example of Rotation in \"imgaug\" library" ], "metadata": {} }, { "cell_type": "code", "execution_count": 2, "source": [ "import beacon_aug as BA \n", "import cv2\n", "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "image = data.astronaut()\n", "\n", "aug = BA.Rotate(p=1,library=\"imgaug\", limit = (45,45))\n", "image_auged = aug(image=image)[\"image\"].copy()\n", "print(\"Parameter dictionary:\\n\\t\", BA.to_dict(aug))\n", "\n", "plt.figure()\n", "plt.imshow(np.hstack([ image, image_auged]))\n" ], "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Parameter dictionary:\n", "\t {'__version__': '1.0.0', 'transform': {'__class_fullname__': 'BA_Rotate', 'always_apply': False, 'p': 1, 'deterministic': False, 'library': 'imgaug', 'avail_libraries': ['albumentations', 'imgaug', 'torchvision', 'keras', 'augly']}}\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 2 }, { "output_type": "display_data", "data": { "image/png": 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"image/svg+xml": "\n\n\n\n \n \n \n \n 2021-07-16T14:08:52.140695\n image/svg+xml\n \n \n Matplotlib v3.3.4, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 2. Result comparision for all backend libraries \n", "result different of imgarray V.S. PIL " ], "metadata": {} }, { "cell_type": "code", "execution_count": 5, "source": [ "\n", "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import beacon_aug as BA\n", "image = data.astronaut()\n", "fig,__ = BA.screenshot.screenshot_library(BA.Brightness, image_data=image, limit = (0.5,0.5),save_fig_path=\"./figs\")\n", "\n" ], "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/Users/xiaoli/miniconda3/envs/aug/lib/python3.7/site-packages/albumentations/augmentations/transforms.py:1701: FutureWarning: This class has been deprecated. Please use RandomBrightnessContrast\n", " FutureWarning,\n", "/Users/xiaoli/OneDrive - Adobe/Projs/adobe-research/augmenter/beacon_aug/screenshot.py:123: UserWarning: This figure was using constrained_layout==True, but that is incompatible with subplots_adjust and or tight_layout: setting constrained_layout==False. \n", " fig.subplots_adjust(wspace=0)\n", "\n", "...screenshot figure save as : ./figs/Brightnessaug_library-screenshot.png\n" ] }, { "output_type": "display_data", "data": { "image/png": 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 3. Run an augmentation pipeline \n" ], "metadata": {} }, { "cell_type": "code", "execution_count": 5, "source": [ "import matplotlib.pyplot as plt\n", "import beacon_aug as BA \n", "import numpy as np\n", "from skimage import data\n", "\n", "\n", "image = data.astronaut()\n", "aug_pipeline = BA.Compose([\n", " BA.Rotate(p=0.5,limit=(-90,90)), \n", " BA.Brightness(p=0.5, limit=(-0.5,0.5) ), #image only\n", " BA.VerticalFlip(p=0.5) \n", "])\n", "\n", "# Optional: if need to control the random seed to fix the results\n", "BA.properties.set_seed(100)\n", "augmented_image = aug_pipeline(image=image)['image']\n", "\n", "# Display a result\n", "plt.figure();plt.title(\"An example of the result of an augmentation pipeline\")\n", "plt.imshow(np.hstack([ image, augmented_image]))\n", "\n" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 5 }, { "output_type": "display_data", "data": { "image/png": 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84JcSqSCSyhtA9yOERWtNoQuKXKPzHKMLjDHu38JgMe68RlIUGUWeMRoOOPfix7l28dcwhaHQhskYDg41+x3LkTOn+NZv+xPMLy8ghHvOFrDGYKwGYzDhHqzB+Pu22pAXOVmekeUFhXbHGWsxxmCNQRuDNa4nrDFYLE8/8SgvPPskm+s1Kokmm2jiRFJvJiAipKpy84ZjAd555yp/7sf+OsdP343y405Kb+qtRRcFeZ6jjfaLv0SWz826ezAaY2cWztLoGSwSKRRKxagoJlIK/ygw1npj6seRMVijEQKUUiip/CLlfvcTBCEF2hiGwx6vvvwYLz75ywwPt2g3l0niu8nSPsPxVbJsD0SNpLpIrbXA/t4F8tQyGaf0Dg8x2pBUFHG1QlSJueuBb+Sj3/4jHD99N1GsyPOM8XhEt9tlb2+b3d0bdLsdGo0mJ44eZ35hHqWkG4tWYIz196HdgmL9gPYLdVi4jXHP2rzGmfDj2o9DYw1Ga7foGIMQwvWditz8lwoh3HfoPENrjcUtUIXvS3ecQEWKSCmEVDOLuUXKCCxoa7HaYkzBzu4u+4djNo7cydlzL/D447+PErC5eZRGs4EUEq01rUaTjfUNapUqUrn5feniBf7tr/wqTz77AnmhEVZSr9Q5fmydu+84zcb6CoedA3725/63W6uL37B9NYz9dV5bvXeU16lGtNb+LPCzAO998AEbRYKLF25w+eIQKZQ3PDnaZMSyhrWWLNesrq/wvg/k3Nzep9AT/9AECIVxVhEr3N9CSud5elPmmgTk1DPyHqLFuhXbe5fCCjdYsMCsIZfOWxTeUyxvSPvXQUg/oYRASoU2BQJQMvILj5+8VoBxg8mYwg9c4weQxMy48dIKrBB+AfOTV0mkCt4GIKw/v8IKgzU4o2/xB0g/aSwY77UYU35vuRCAjxb8+VRUXof7LunO4RdIowWF1SgERmgi5RdQqVDWYKXB+mckjDNwVrneM9aCMVgRYbEMh/sc7D6P1RlYjdEarCSOLHFkuXzhRS5cuI/3zn2QKIndExESq0BYMAKkCQZWInGLnxG69KotEisK0IXrHwHG9y3CeMPq+scYQX+ouXJtxMZKRCWGPDPkWUFSkSihSRJFtV7l6tVX+eVf+kf8+b/4k6yuO8aeNa6ftDFoY/3iEwaN8eMnwq/o/n7cZ4QVWLwxM66vtbBYIbGFwFpQ0i0oQjonRyk3BqWRWCP8giOdoZeydAws03gVLElS4/jph9BFwUtf+FUOD14mkjWSZJkoamN0RqGHxJHi5MkPIWWFa5efpFprIKWg3z0kTXOMcQ/hlad/ncmkz0e+/Ue54+4HSaoVakKVTpYUbj50Dve4cOlVTtnTLC0vIaXyz8n4WWkRwhlbG1ZBYf08xHu5s4bfglVYTLlgSiRGCIzWft5bJBKMBqnc4oB7XxvnYGAN2hRo7c7rFmX/mJR7FhaBsLjnERZYK8rrWVxcoJJU6exe5PzZpxgN+6ysrJX3YqWbhIfdQ0bjEXEUkVRi1lY3OXPmLv7kD/5xhJQ89vSz5Dqn0+sgrxqMzhgNe+ztzaoufOn21TD2jwN3CiFO4Yz8n+G1FXNf1Kx1g3t5ZY6NY01u3owQQqFtikGDEKhIUKnHtNotHv7AndzcamLJXSgUKYRQGOsfvFDeF3cTx5kmbyxDKCZD6BmBLfzREIJDgffyvcdbhoYlbDNzrvK94JG5351Xp1BKzUAewVmz3tPV6EL7gaZdhFBORQdDBHjDz+7Sw5BK+okuw6XiFjM3eG2w6EIQXH0bwn5jS+/P2MJfsusv5xR54yet6yccZCGwWJNPYYJg/G2ERROpqIR2pBBgI6fth484rJ160N7bNdaiVEyeZxzsX2QyuoFAO69bu88pAZGCfDTkxRef4swd97G0sjxdpIUCqzBCYGXw/KZhvhCF64cihO+CXAgKbZBCUojCLz4CaSMQBuNXAmvgYGCo1ywbKwmVaowQBqykVq+yuurgi6JWYevmOT7/mV/ju77/xx3EKIS/jmDafQRF6D5ZugwWTQANBFNDX0Z3AfrRxp1LOgdDEJWRq1QCKSPf1yrMMGdglXRerJIIKzD4hR43MCvVOsdPP4QQklee/U0Od56nGE9I4iVqjSPML29yePAqr778u2SZIY5qZNkhcdKkvbjIoHvIeJijzZBKteD8879D9/CAj33PX+a+936QRrOOEA0/PiRSKoSEw8MDLlx6Fa0LlpdXETI4JcFRc036RSr0nutb33fGYqT/1xqCgyal8OPMRwZCIKz1zpBxkaB0DoOxBdrDTQE+DFGfsZbCSveMhHXRLQHScf3oIEPvRFk3dur1GnEU8/CD76OSxKSZi+4A4igiimIqlSpZnjMYDoljxcLiBjKKOHr0GF/38MNcunKZrd0OeZ7R7R9SXB5z4/o1JqPxm5nVL2rvuLG31hZCiL+KU5NUwD+21n7JzR+KzHJkc5WPfexObly7Su9ChGaCiuH46UXuuGeZBx48weLyPKYo6HU7bG1vs756nFa9ihUKYZwH5Yy8wK3/BiXd78YK7+QKb9jwRl26f60poQxmcDvAuY0+pHaDSJbG1pbRgF9WQsgsFd5F8+fVbtGxBomcGrswqLAzUYj3VvygE97bxFgkGqsiKM2CG+Rl1MB0YRHBHXH4ThlROLjAX3e4P8DijB/GOPdLWISIvJtr0SYrr8/1hfR5CGfwhHLRgRTuOwRuwikkWOnObxQGi9XO+9IIhNRMxj06u69g9Qgrpriz9TekJEQCrl29yLVrl1haXUJFLtIq71km/r78JAVvEF2oHpURHiVkpW3hogPpPTcxBYXjCGIFqQZtQBtLOslJKpI8TdFZhYW5JkYojIHRqMeTT/wed937AU7dcT9RlLhI03g82C/ewq/65dMO8ESAbQACJm4o70kI6aA+6+5beKgieLmlryEcrGCM9l6uO9bhlaKMHML/pJQIJVGVGksbd3JaWy5FFQ5uPsMk26bWXOL0iUe4KptcuvA7FMWESNWQlQWyfIBSMc32AnDIcJBRFBMqVcPlVz7NL3cP6fX+Eu//0EeZm5+nVm+4qM9Hv8ZAt3vA+YvnGU8mrK6uEUXONLlI1i9+Pph0EbQbgzJAeRKEBkPhwjusd+isj/AFQksKtB8BDqLRpsAW/jzWQXn4KMEYi9Em2LXpnCFCSeu60iMFxk7tQ4BBQ0QdxYpjx44RJzFnXz3LYbdHoQt0nNCIY5KkhrGQpSlxXKdRn6MoNL1+H0TEnafOUImvsrvfYZxmTLICy5dvvL8qmL219tdxmhZvqWVpzi/90qexZkASZxw/vsSlq3XybEC9Kbn//lXuvf8oa+uLRJHCCKhUKxx2t+n3eywszmMQaAlKOvjDWGfcAi4vhfBhsTenboYBxWsmjLEGY3K36nuDb1yshhQhFJ7xqmeTXgHY8Xj9NJcZjKPw8TjlAhEmcfC58RBPCEmzNGU46NHZ3+Hm9Quk4w4ba0scPXKUuaVNiOpI1SCptUgqdZAubLVSIL2HYb13bELyjuA1SeehllGQ9+itdYtEGYoYl1Moct93kuAdWzTCKu/x+H7EOttmrYsahEAp5SGqyHerxUhnvIQtyAvDoLdL//AS4HIcJdDg1hyEgFhZhpMh586/wF333kdrbo6wMIYgRiIwRnkv2JZhuoO3QKkYrPB9X+B8Eo2xEiGc5xYM4eZam8W5BHuYkSjLYJATK1hZWSdKYDweEKUSKyL29nsMBinVWPELP/8z/NCf/Wvcfe/7XFQUogSszxlbCI4Carqi+QXImsIbEOEWRu/EuOsKORPf18Y4DNmtxz5fEJYMn6vx8e1rFhMoYRUhIIoqtNpNDJLWeMjS0Q9S6Ij+3vP0Di/w3DO/RFEUJPEqgkMPo1YRapHxuEdRpMSVCnFumIwKtE4RkeDaq0/zr//p32Nv5wrf+Mj3s7ZxhEqlCu0wN9wcPezsc/HyBbI0Y3Nzk0q14qNj91NCn2JmbOAjHqw/VhKiWClx0YM/3hjtok33LlIpCu087dkIAg+5aW3Kc1sMEoGUMVa76DREEqD9p+UM3OtczeCwqEixvr6OkJKz515hr9NBIBkOhqSTiZuLCIaDPmfPvUCzVgMS4qjO6ZOnOXbkKJeuXODp515klDokorglqf2l2rtC9XI0mvDbv/4Sw9EQKYaMRh2EiRFEdDpdPvupi7zy4g5n7lrlo9/6ACsrczSbbRYX5xiPB2AMSjlDrI0LjAtrMN4gOYzQeTbaY6MlLh1AmhnjIoXECpwHJRQIZ3yUVKgoJFdF6TUL76FJobAB5y5xoVnPzcwsMm4AKSGxSmKECx+HvR6TyRApBbu7W1w6/wxF2ufIsXWOHW2yMH8f1WpCOh6zd/MVJmnBYDgm14ql1dPccc/D1BstD5OI0rPFTr83eBzuWoS7R4THRimv3eH3EmsKtM7QRY5UUQkdBdxKeCMljPWu8QxMZK1PQApnZANkYcAIg/DQRaGh27lBkR5Ofe8Z9MxNJZDKeWtXr1ygc3BAe2HeHWRclGaxCOOSoxqQynoc309GQAuLIiK2FoREakthCsgLd++FxlBgkbSbDe482SZ7ZR+dG+rtKguLdXKtGRyMqDUS+v0eSsbUkphkocruXoezr5zlkx//VY6fvItavVkuRrNuAUZjPFQmygXLoou8DPWF936FT8wLGXlP1cE/RrsIrBxWvsschIRfrAPw4ZwL5yWHlDzlMwFLrdag2ZqnVmsQJVUqtSY7V+bZv/4Ye/vPEEctkniFJFlGmTFptudzGJbxOMUYQ5JEWAvjUYHJLEJaevuX+Y1f+hm2rl/io9/+pzh1xz1Uq3Va7TmEdM6AUor9/R2uXL9MriecPHGShu87Y0MEjvfwp56+xXrsHA+fOqfD8TCEc/v9OAvkAjdGXf5CC0Ge59NIzyfQjTFMYTYHoQb8HgLEGEam+77ZKJPg+AAY5yStLK0greDFsy+zf9ghLwpCHiGdTBiMhjQO+sy351hcXEMqQ7vdJIli8mzES2fPMUoLP51nkIe30N4Vxr4/GDOqpBgt6PdGTLK09EAyPeZgf0B3f8L+/oQ7792gXkl4/pnLdLs9WrV5rC5IKolDqoVFG0uERduwsjvP2eHRASixbi0t8WxnICKh0MIgpINlLBYlohKiUDJ49AAu6SeERaCmAy2YK+setb+VEiIqPXlrnfthNKN+l/Nnn+Ngf5d+d4vx6IB2u8762hJHjryHxaUVkiQhrtSd57cA6SRlf3+P3rDPsLfHwd4VLpx9jM0jd3P89HuYW1gDRMnOCMazjCBKb2jGrwlJ5gD7CIfrhxHs4CuXIwlJ3RDFCBdKzAzCKXQgpJzCDLhELkKVXv942KPfvYa1OVIoDx9NF6fwqwSUgIP9XW7cuMqJU3cglXBJYAfWg3BRjIsGJEKBEdb71wqLW8hVLEHGqAhEkSNEjiXFIjwDw5BmKYeHE2IFQkbMtWskScK1mwdECiqVhGa9Trfbo15rUOAhLOD8uad59exz3P/QNzhDLVwkY3EQk/XMK2tBiemYCT8OBnMYPCoq+x6PVRsNSGcEKTxECGBdxCbDgl0mnv2TD/AYtvSs8dHDZDygNb/M6toRarUm8/OrzC+scq21wI1X/4BJ/xogSJIVkmSeQht63QtkuTuVKSyaHKVcnk3nFgwoacnGXR77g3/D3u5VPvytf4J77v8AC0sr1Ko1lpdXibwjtbu7zY2tm4Dl9InTVOuNmTnlonLnROAXLIkVBud+BCw9dOYUIgv36Wy9Kd8Pr+VaY3TA38NJdBngOjPhJoK11jFvjAVRoKTHAP38D85dODbg+QjL3PwCq8vLXLt5AyEUUexomVcuX6Df73HnmftZWVzFERRykiTmoHPA86+8TG/wtrTtgHeJsZ+MM/JiQhRVPaUJpIj8RNAYmxPJCumkoN8dc+PaLp/6/Vfp9cboIuK+u++h2aqjAKMk2lisUWgD3r8vv0tgfChnpx6pdKyNwLKJpMP3jbUoobynLrxX76iOYXW3YUJ5JkvpuVk3cG4N74KxD4mjQfeQ8688x86Nlxn2d4giRS1RrK2ssTC/QL3WQIqIPM08+8QNvnwywRQFkTAoYUiSGBUpJpMJZ1/+NFcuPcuR4/dx7OR7aM0vEbKkji7prkOWbrxbeJwRMA5jto5R42BJ6e+54uimPvGIDcPH+khB+IinRNA9BsP0GXiMFSEREiIh0EaTZSOGvZtIJFLEaFEghIvYcqndR/xCpYB8nHLt2mWyLKPWrDkjYITH3PF5DY/nuheYJukDbKKRIgJjUdagrUHKyI0R6eivBwcDdneGVKvOA59MJghlqCQRa6tLnDh2hE53h+FwzMLiInluGI0yxuMMKQ1PfP53OHP3e4njBO/YezjXEpgbEuHZQC7SEEqhAGEiR2OVzqMPOaCQywkQYhhTwfAVKkegHH+d4JhIv8gFGNEZQSEleDzaWkOWjhgPe9Qb8zQabeKkSr3epNmao1prcuWVjzPsXMKkgihaAZrkecywPySOBTJyjkOWGoSERjtiMtEUqSNK6GzC2Wc+x7DfpbO/yz3veZjllQ1q9QbtuaVyOLFnuXFzmzwrOHniJK12q4worX/IbkH2wYt1zDkr/WJmPQXXuPGlvRE3xpT5pKLwTpBfJGeTsvj8m1QB9g0QJRhdOIcg5LyEdyOiqFxIXA7OJ4OxPvciyrkyP79As95g96BDU9TY3dnh7LkrgGZxYYeTx0+TZe5eD/b3+fyTj3HuwjWfk3x77V1h7F1HuImm4hiRKu8JRRg7oTApFdXGFHDl4j7XL3XY3RqTFymvvHyD/YMDVlYWkUK4ZJvC0xTdIDCEARASOmFFdzgc1hkTW3IVjaOoEbnJX3Km5Yxn6wyiVLzG45q9HxPOi3F0Uh/iufc1+zvbfP5zv8v1yy+yuFDn5InjzC8sYo0hG0/oHXbpd7vMteeIhCaKBZFPVmmTkU5GGKNZWlwGu0fnoEOR5ygVMxjs8dLzn+Ti+Sc5deb9bB6/l/bCKlFScV4zDuO1duqphMRXCb3gJpCQEqLYL2puccPnQEzAmkXAh33XzmAxwocTjiOB8/79uxqHfw4GHdJxF6nqJPESWX6ASiSLGye4ceVZ0smohNxC29q+yXg8otFqgXB5A02A6XzS0Qq01Qgc08YKiZUaiB1ry/hnXhpOt4BLGSM8JCUlVKqKak3RH6RM8gJERKVS5cbWNleu7dCsGyapYXNjk6TaYGvrOlIWXL74Ils3LnPk+GkCvTJwxEsYwuIWGuHWQqliT0F0/eegOO+JW9Bal88iJHydgXKOi0UijHEwhXJG3wr8mDSetx5gReFxEeu9Wst42EWKiFqzTbPSIo5jkiQmThIqtQbnn/99rl14nsFwiJRN9nvQ7UA9MdSqgjj2jrEEkQiqdUVqNdnEORXCFlw7/zxZOmY47HLHPQ+xsrpBq7VAvd5idW0TISR7cpvd/X0m6YQ7Tp9mcWkJpQArMda4/JwJ0Cu+PsEvXroAa9HG1R44WNHNcW0dD15r46m9vj9KQ4+fuwJhfF2OBayLkgs8zdqPd/eVcmZshoSt8Zi+T8N7p0MIQas1z8njJ7DA0sISRZbztH0JpRRz7QWSxI3N3b1dHnvycc5fvOYooV9Be1cYewBjCheKKQeZSCGRRBRoR8G0BUUR8YUnb6ALTZE7CGV/t8/W9h533nmKKFIon93XPox1AI0KZIjygXgT55NXPhEjXBQgPHddytgXXLiJJaXydLESkHdJW6VKnN8t3NZRAA2AmBZ8+AsSQjAaDXj6qUf5zKd/j0bVouw8V3XKaGUJiIjj2CeBXdifG4tUEUm15gZ4kTkDalJ0USDQ1KoRQsL+/j7j8cBx/IsRr7zwu1y99Bxrx+7ngfd9hEq17oy66/nSOwn9Uhok6XETBIoIK2ajpClhEJyRdAVcGcYqXxziFknjutb1S8A1vdEx1hU7DQYH5PmQRnuTu977fbz6wsdZWN7g/d/0J/mtf/fTvNp7vIyOHJRj6R12GI1HPlgQDsbxhlv6BdqhOj7cliF/o3zE5w0FCqksotAEppb12c5cu4ggyywbR5qghqSTgrgi2N7ZJp2MmKRQaMkk3wdR5dSJDbJ8TJFPyPKMC2efZX3zOIEq6BhQIWfinAEHtUgPnXl+uc+LCM/GMToUiwmEcsluh9sXWFO48/g6hkIpXK2JJyZYxz4pSQHey53FlvELvs4Nk1GPSq1OVK0RKYmUyz6qrXD9ZpcnfucFtrYOqMSHKAFpKlBY2hXLXANadUG1LigyjZCCSi3CUJCO3NdJY9i6dJ50MmYyGnLn/e9ncWmNRqNFklRZXl4tYb/D3gGvnHuFM/o066trqFihfM1IgG1KB8XnIpCKQmfuuZspu8Yah90bb9x1WbRlSyfBOYeeJuwdoRCJC6AIx0MZ9Uuh0bJwUZiQvm9nYTMxdRKRjqFz9ASLi0vUqg3mGi3OXThPHCtOHD9JFCfsbO/w6BOP8+qla+iv0NDDu8bYT8OoKKp4nF0ihHMRtJ1gbIGwisFh5pkNzjsdjQouXdrigw9PHI8XXxlqXOFEMEgBwyuTWNaC1d7L8txZK7DSIomQwiVkZaR8QUUwXsozHUyZ6RdiathcZSpAgRWueEIKH9p57Hw8GnL+7Es88cRnuXx5nyPrTU6faJDUG2R5jpQFC4vzVKo1hJDU6zWUFBR5yng4REpFHCVErRiQdLMOkXLl1LoY0GrXiGJ3vAV0npJN9hkeXuby+YTjJ99LrbXsvAyrphiudd5h8DgFnnYJIQflaYk+n2FnEn4Ix9nXBVoplIl9fYGvUARX3GIC5oqXGigo8pzJuI81htP3fSN//C/8JL/9y00mh4fcdffDPLZyjKjyBYTKvbF2dnE8GjIaDcGGiMODcyIU04Gbrr7wKuC6SoE0CC1BO8MvpSZSikLFzoPSbmxE0tJuSpBQ5AXrKxXGWcLhYcZwmIJ1yeWDA02zDrHcolbJSZRCpznVOOHG1ZcZDz9Ktd5iFpMPBVcutxBSjc44WZ8vEQRY0nvvwmH4Dm4Ca7Trd2/EQtLd+uSvDrUcxlVn21kYx1fYli+EPrOQTnoM+1WSpEqcOHpgqwVFYRgXEZe3BoyGlkpVcscdx2k1m1y9coWbe132h4b5Oiy1Le2mIIoMQliSigRhyYbOyxbCcnDzOk986tcYTwbc/Z4PsrS8Qa1Wp1qpMz+36KFBSaezz8uvnEUXOZubR4mTGPAFlQQoawqNQahOdkSAsJi5anBRRt7W4heCEI0InwaRaG0ocu1qF4yjZxs7ZZoB3i5MUx9CaZRU3mnytSY4iM4Yg0SV+ZNqtUKcJGRZhogi7r/3fuq1Bq1mi52dHT73xKPvmKGHd4mxDwyVYDilir0mjodFbI5Bo8JkwCdihMUWgktXtun1+9QbNf8AQ+FKMPKO2KT9ymys9iFW7pJkwnsJvgTa0QhDIZQoYQtnQTzFMFg/76GVjAA8FuoTcWH2mKJgPBlyeLDH1vXLXL5ynitXrjEeGy5e6dNuXOMD77uLVnMRFSlq1SaLK4vUqhVnMKOEwsKlK9cxuiBWknQ0YmtrG6wlz8YYIIpj5tttms2EojD0ugNyIRgM+hT2IkUx5saVC9xx/zdx9OQ9JUfeGXrnWYrA2vH3LZFugCLKY3Tg7uOKUUJC3VrjagKsAbw2irHOqyknZsBHjcdOM7J0grUw6vTpbO3R39sniWJX5m4EUdJAqK5blKXj7hd5zng09FGTRBfa57vdhJziJM77ipSvHBXKVc/iC56Mh9mk9gZCoYUbX61WjeXlGrWGew7LSy2i6hwvvfQqUmjywuU2KlHBQltQjSfYImN1dZV+NWI8mWBNRrezT7XWKuETl/+bYriU/TfjkAhJeBQmYLXWlv0Mvl7CaA+DTrWa3Oh3FaHW4uUCtMsgeQmHwACalmqHyegi7WH/ACEVrblF4jgmrlRpzc1z4uQdLK8sIVYkH/3mR/jIhz9Cv9/lDz75CZ75wlMcHhxwc1hwMDQsNiwr84J6xRLFliiW0IB0ZDGFm4/9/V2e+sxvMRr0uP99H2FlbZMsT6lWajSbrTKS7hzu8eLZl8nynBPHT1KpVN2U9AY1YPTGau9USJAushBalLaBcuyZsmgKHMSrrXbD3pMzrBWYwjj69czYDSiBlQHsBITFFdd6jB/pKP++MFR6ox/kIIyxpGnKYfeQNJuwsbYJSHZ2d/n845/n1cvvnKGHd4mxJ2Su3EgsPXvpKwMtBYWZEMua94TE9F8UN28csrO7z9raCq+pQBWOa+5WYo3w2KgrLC28UcNhnfi8QekiOo/fGllSuoRUDioQHuO1AiucdyD88u48Xv+AjEHrnGG/y6B3yGDQpd/rADmNRnXG2xEIVafXz2g1JzSbCxihOTw45NBqkmqV1nybeqPJ6vICw0GfzsEuF86/ys3dLkYbIqU5urmB1RmdvR2iWIG0nD9/kZXVdTaPniTPU0aDPrnu8fTjv0NrbpH5pTWfqA1yE6Fox3lH1roB7Uz+dFC7Su9QpSt9ROByFD4ZgC5yhFBY6b15z1QIlZsISa6N04vROcZkbF19hV/5xz/N9vYXOHLqHq5ePs/gsIOKKg4ywxLFEBeQ2oI0HVOp16g1WmxvX/dkCRdGG49xC0upHSSVLOE1bTJcLDDbPAQkJcJArVZl8/gRqrUmSaJoNavMLW3Q641IJ0NyrdnfGzHXzFhbaVBvNllcWWdpZZVi+yb1WhOrcyajgYds3Hd4H4RgloOhL+eCEK95T0jnjTrapS0jMLcY6lIuAZjWf4RF1S8wxkMThqAXZUu4wlr/92vgvAmD7jbWaJpzS8RJhWq1zoMPvp/v/e4foNVe4Fu/9ds4snGE69evoI1hZXWVZ55+ir29Q/rdA24MhhxOLIs1WGxBvWaoVCVJHewQ8sJ1w6Tb57nHPsV4NOI9H/goG5sn0IV2i4yKWFxwWl+H3X3Onr9AnhecPnmSZrNZ9pEU3kD7YWhmInl3U04/KPgBWgdDP73nsAwiHERrlXI6PaYgGIKQsLXgNZT8E50qMHiIafq68HkRrQOMZMjTjN3dXXqDHtbLs1y/fp3PP/k4V67e/IqSsa/X3h3GvmTHSJRMiKIqSroklTAKQ+EqN63zwEKCy3+Y3kHK9es73HP3GZKk6hO1uSsmCt6bxysxoZhJz0zyAEW4FV+F3zFADkF50zLFN8tvdzS3ko0TMF9ryLMJ3c4eW9cvsbd7jWarRbM1hxQ1et19VpZbGJNzZH2J9733LrCW7d1dsmzM4soakUqIk4hm3CRWEcZolPIeamE4efoO7r63RqfTZW9/11VARgJDznCSkqYpjVaVV85dAizLy/OMJz0Gwz5ZscWzT32Sj3zsTyJix/KQnuEg8doieA2PoEUiJEKacNfOeGhn5EN1oRKBeuqSUwaNtK4QroCyzNxYqNXbpLlmNNouE4xpesDe9stMRrtsXRM89bmY/Z1LCBGXvR5FliQWZLl7Xq32ItVales3CpR1rCmJRBd5CRthBCiJsA5yMzZ3uR1tvWaNf5pKQkGZp6k3m7Tqx7HEtOeaNGoR1Wadjc0Ndm5eJS8MzaNNRuMecWSoVBJ6/R61Wp1avQlWEVdqtJoNbjH15f0I74zY0mz4yDGQDKSrDg9jLGjhWGOxJnfj16qy6C+wrGbVL33gUM4BIZXPS+BhI1/2FRwX6asWipxBbxddFDTnlqjVG2xsHuG7vvv7yDKDEIpev0+73eabvvER7r/vAU6dOMVnP/dZzp8/x/xSRr1W5ca163S2xyw1oN00tJqQ1MGMyvQTxXjMK898nslkwIMf+BaOHDtNtVYnjp343lx7AYBut8OFS1fIs4y77riDVnuurKTVQpfqm74o3uU6TKiAneZMpHAsqFA4RVlnIsofawq/MDqvP9RqBFbT7IOUViAj6Qx3WJDBRZa+JkdaZ7+KImd7Z5ur168SRa7I78Klizz1zDNsb+954sM7294dxt43GVkwChlFTnKACOGIdlh06Z2IAHRa4WiJWcqFizf5+tHYUdys8caaMgkTwlXrQ16XCJtCMAiQPoQ21h3jJuWUeumElGRY/sEvEQjjHrRwQmcGS5qO6R5sc/Hccxwe3CSKI/IsZjx2dLrBoE+9HrOxNsedp49yZHODufkW3cNDxpMh3W6Xaq3OXGWR/YMO2ze3aC0uko7HCCxJJSGOJNZktJsRSbSMBiqVKqPRgKtXr9If9LB6wtEjTbIio5LUaDRyBv0eRT7iycc/zh33PMyJM/e6/jCOdukqXadFN9ZaDAVOclq44hE/mbR2RSi6yJ0nFE0TZg7zd96/Nrk7p3ULi1IVKtU68XjEcDKkyHMMBm1SsryH1iO6nSuMRynZuIOg5XpcQRwJogIoLCpOaDRbLqcgJGmW0YhiwC3A0ntpFuHQe0dLoTDGi1x5zxemsFUUoayDQaq1GhUqRJUWkRJsHD2GkBFLS11G/QPm55ZIqjUuXXjZK3emdPojatUWi0tzjEZDllc3iSvVMlEXPGx3Yd6tCBWyAl8M5MeXcJIfVioXgQpBUD3QfpxaoxFRkOpgJm/kYSECrBnoisI5TT4XEFg6s0uR9IsHuHE/Gu676EuvUKk1uO+e93Bw2OXypYvUalWObm4gpWR+foFGvcH8/DyfffQzCAurKyucffUsTzz+BJf3DmkNLUsjwWIbksRN5SzHwVVZzoWXnmMyGvHgB7+F46fuotmaR0UuGmk22oCg1+9w+foN8jzn7rvuYnFhYYoIiFDlLX1xIT4y95XcxvWJKh0z7RYL95FyertcXpnOQBBE2ij7NYgvAigjXE1OiDWs8WUrAmnc4mqEwWjL/sE+z77wLDe3tllbWefytcu8/Mo5ur3hO2ZPb23vCmMvhODknYscP7rExQtjJmMvYiScqqFAUKvVaTfrjPqmLAuXvpLQGMnVK3t0Dnq0m60pmFbKArj/liyEUFAx1ZJ1MIb0SVrjqv6kTcB76YF3a2dL9QgGTbnEDa7sOsszDnavc+XCc+xsXyVLU6r1JukkR8h91jeOMN+uc+bECaSwVCux077OUjaPHkVbQVFkRNJl7bWx6EIzGvbJi4yD/T26nS2a9Tlac0sklQr1Ro1Gq0VeGNI0Z3Vtje7hjguFkwglDZ2DXSajId3+EKEEhR7yuU/9KsdO3kUUJxihnceORZQQsS11d5R3WELiSSiFsYqiCP0xBXvcRLCeHGNLRlLgkseVCBXFxHFCXhSMxxOv92Io9ARjJp4fHTl6nPJMGQEyEkSRRUlBozVPpVIj1ylKRQzTPrVq1SlAYkuuvbGU+DZ4r1hQwiLCs7GkjFBSYCKIhKIyN4eYHFJvVYmihMXlNayA2rUK83MLtOdaaCtY2zjKzs5Nr4w4wBjDsN+jSDPGE0OeO6Pj6JMeInMjqoSVnDfoPfoyfzSVOnArgE9E+r7AS/O63FPsF9eQBwgeJThRNVNGahpXch9EvoKRN2W+aVp8GPIa6biHMZpGsUitOUer2eTY8eNsrq+TxDHj8YQ80xQFnD51B+1Wi63tbcbjEfff9wD1WoPPPfooN65vM9i3dIewMidoNUFZsIU3CLnm2qvnXQJ++FHO3PMQ7bkFX+shqNeqWOvm+fWtbdI849677mJledUzXgIvPty/g3giHJvOeKEzsGjpa3FkhAr6VMJRLAOJIMyDaR8ZCg8HuVodAIuREm2KsnK/BAKEKFVVDZpet8uLL77IZx99jG6vSyV5mc7hgLzQ75BFff32rjD2C4t1/vyPfgPXLu5w4ewEJRPHiJHKeSBWsbjY5IH7Nnjx+T26+ylSSlrzFQSS/qFhd3fAzu4uR4+uoVQ0g+m7Djde3XFauRiSvZJQ/YoBK0zpCRoKlIeNCMWZr4mupotFWP11UXDzxkVefflxOvtbFLrA6IIsT0mzjM0jp2jWq8w1NmhWHXe9KHIOD/ZJhWF09izVWpU8L5DSsLS0xPzCElpaqvUl4ijhyNGjjMcjBr0+QijSSUo6HjMejR3TxBqKQlOvz9E5uEyS5+zvH3A5c+fbOHKSK1dfJS8M5155ihtXL3DqzvcQlIOkjEpFzvI+7Qz32Po8hjdDgY0gfFRg9GzCzxkaYTw6LjRCCeKo4uImFRHHCYU2pYGJ4jp5VgUxQSiLpcAUYwQGFUEUOe++0aqztn7Uw2+aKFJMsoxCQ1KJEDKaQiVaOzquN14Gh8miHC0XqcE4xo6QgogIKyxVVaPRWEZFFcdKiSMODg7IJxOazTat9gLaWPIspdmcJ5K44kBbOBkkCcNB37M+Ql+KGfcxdJNzKaV0OusudwSYaSQQZH+Ffx5SSiIVYUqqacgXBZgoUDwdnVBIWXr9xmjHjgoJX+FhCBkSvO6q3Bpt/FJkydMBPb/3QFxrsby8glIxL5+/yPmLN9nb32Vv/4CTR5Y4c2KTSqXK1WtXKIqCkydOEUcxjz7+KJcuXWdrbOhnluWJYLEFkce8rQWJYe/GdZ749G8yGQ+5876HmV9YIooTlIyo1RpY6yK33f0O6XPPcd/dd7OxccRRRKVBRRJlnOOodY6L0g1SRGWEI3ydhUMRZTmRw6YsYUyGKMuUOZAQLlAm3YWXW8b4RcJHDkI42Q6tDePJhPOvvspnH3uU6ze2/fd8eeqVb7e9O4z9Qov11RV++9dfoN9zWhGOWiYRxFgmaFNw5o4Vmu0aTz5+kyMnWtx5epFXzx3w/BdS+odDLl+5yX333kW9PlWEdHIFHryzge1gKVk4+NW/LLbyDyhcnLUuKast5SKOodw4w1qvJOh+39m6yvmXHiPPBsRxzGTSZTgYUGjL/MIysYRR/5A4ViRRQjqZcNjZ48a1iywsLtFotOh0OsRxRKNZZzSaUOTXqTdaqLjCWI+IlXLVszIiyzLyLGUyGRNVKgyH+14MTpBONIOhpntziDECiEjqMUeqNaxNGPT7xPGALzz5SU6curvkATt6WuTkgEOVoJ/0jmLpvP/AaxY+meWgID01OIGWKr1FM6ZkLwgZUWiNkIp6vUVSqSKFolpb4v4Hv48rVz9Fd/8K68c/wLmzv0PvYB+BRUmn4Z5ULKubpzhx8g7P1pDEcQVtCrI8p1qroQMUKzwgJ0JyWDtSVRnVSYJYmtM3couQFgVxUqWa1Ons79Fqz9M73Of65YuYPKXVbNJqO4ZNOh6SjsfEkeXo8U0OD4ccHnYxOmdlZZN6c55SG0kET9FdgxvrAcJRJaOGmUjA5R6sG3se57Hgqrqteo2BBqa4vX8OyopSqVXnhadrzu5hEMawpxcCFJpQt+A8ZQ+H5gVZOqHWXKA1t8rhJOczn3+KS5dvcN+9p1lebjNKM6I4YWV1nTRLEULR6eyxsb7Gh7/+wyTxE5x/9RL9tGB0aOlNBEtNqMWOVBFixd5+h6cf/Tij8ZB7Hvg6VlY2iZMKSsZUqzXAFeX1+iOeffEFsiznyJGjRJGj/kZRhPX1FUWRO4dEWoT2fSXAEjk9pBlapYUyDxDGsrX4Gogw/11xlhvuDtY0IizKwX64Z2qspcgnXLx0kc98/rO8evEaepYF9e+hvSuMvZSCq1d3OH/uEGy9TLBIEaNEQm5hkuZUGjW+4ZuOcubudZYWWuzvdnj0M9cw2pBrw8WLW/T6A5Jq4uAEQRnSlQVT0uGRIYniNlFwvFghYwRBDpapfrY12FDw4mEMhPZGTrkcgBCMBn1eeu5zWJuRxFV6hwekkxHjcY/23ArVJMYUKb3uHlk6RmdOOGo06jIZH7C7NaBY3KQ9N894OGQyGlCJI5JKBUFMa75CErlEbVxxXmuj3Waz0UREMTtbN7FCcu3Kqxx0DsgLmOSwd6BJM0uzZcmLFKMLBJbO4QhrLc9+4TE++q3fz9LyOkJYFy5bl6SzPnGKxzbd/fuF1FfcSuEoZm6yGIQReFeesFGEVVODr1RCpVolihPyLCep1Ihjn4A1MBkNKLICFVWoVJooVSNKmgjhkvRKKSpKcO97Psja+gZJUiHLMiIVYTGMRkMnsBUsBm5HJ0NBqacQFnfh4BulIiyeGiKl16WRRHFElqVuOz6ds7e1xWQwolqrUavXGA0HDIcTxqMBmJxafZE0yxkMhmhtiOMmzbl1oijyUaFnyvgNSmQpx+EioNLK+UhKF4X36q1/yy9QnlYa5EXKDT3wURYzNMwg54FFa0UhBEXhuPiIqWaR260LXy+RTxON+AUzsKk8tTbvbJFlE4xooCR83fvO8MhHP4IAOp0DlJKMx2PWVjdpNee4Xkm4efMGK0vwwYc/iIoUr7xygSzNORhbRrlgvmZpJJAoVy0uBQy7A557/DOMhwPuf+ibWFnfpFqtIYWkklQxdQd1jcYDnn/pJdI048TxE8RJjIhjtA7um8Vol8OT0nH9EdLlREKyltlNZpy0ghJuvBi0G9sz1bNBBllKHFRjQ4TroUIExhbo3LC1tcXnn/w8L75ynuKrDNm8XntXGHuA5lyFtY061y9NPUIlI6SIiaOYI0dbNJoV1taXOHJ0je5hn8996hy7N4e4oZ1w5fIu2zt7zC+0iFTkMEvhV2MBQrkiCyyej+sLTDzu7iaN9DxkW8Kk1mO6xu9GVSayQkTuDcfNGxfp93aZn19kNOw6gyEFzdYclcRV41YqFeIkQuuUZn0OU2RUq4pqJabb2ePmjQvk+TrNRotarUGj2QChyYuMyXhItdYAoRj0h4wnA1p2gWq9zvLiCovLq5x/5RU6nQ69/oDReECRp7TaEKWSVlMSyYLDzj5CGFqtKr3+mL3d6xzsb7OwtIzy4mRuwxLlsHIfxhsrS9lX61kuElc9HLBS6zfFCNWsLiqwM15kRBS7Yp2w01YcxcSVGgjLJN3j3Cu/Q5bukesRZ1/8A4a9PZRqgnCVrlEUkSQN7rzrYZrNFlHkDZbfhGIwHLCsdVnFWyaLPayBEBiHmYB1i5sRoHCqiFqHRcBXTRrB3Nw8ee684Wa7xXg0ZjQcgpAcdg6RaGq1NlFUoT8ckqY5WluqtTpLyw5aCBpJ0zoQpsbdV42XTDOL43f74i43DiWl9DSi1HlxuciwFASj7MeoDIU9rrmt/xx8GM5dMqQQnrVivepmSNa7vRmktc4xstMcTDrqgsi4946T3HvvXRw7tsloMCaKYoo8JYqr1BttxuOBU4sVkps3r2Os4eGHHiaJE156+SyjYcq4sGQDaMSCZmKpRZBEgiiCbDzhlWefYjwect9D38iRY6ep12pIGVGp1MpIezwe8vzLLzEcjThz+hTNZhvhiRMWS2ELR8DwkVSQ854acWcRQj9K4aS4JQJbuKS9P8SROISaiglaSnjIAQnOKSqsYX9vjyeffppnnn+ZNC34WrR3hbG3Bk4cPcJ3/LG7+I1fv8SVy6Gwyu1Y1ahVOXViDqUmjCd9FuaW0EXBaJS7KkRrkSLi4GDEjRs7nD51DGJc9l267HtI6uJDei2CyZYlpFNCP9ZBFMGLdXxyx7M1fjIGXj1lyCa4fvkVrNFonTsDFkuyFJqtebeRc63KZDRE5xXqjSaLrRYqEuRZQb/XpVGfA3GBSEqszugeDMizNiura7TnFhn0u1SrbZJaDZTwMsyWwXDI6MI5mnNzxBEsr61y9eoVOgduq7hYCURVUOSGPO3T7VpMoZlfaDMapdRqEdbkM56jnwjTZQ3hTA1I6bRGmClck05HyOVXNdjcM3hclwaDb60zdiqKvcSEi6yk9+AITAftVHRMkZGaQ4wpcNuThkgsolKp055bLHXyyyIta5mkY4yxRJH0ZfFBkC6E7W4chJRLqJ2Q0nGqpdS4qRFE65xUhUOSLds3b6KkYHl+kYPDETe3brI41ySOK0RRBWscbp8kkrm5Vdrzy0RR4sa6Z4oFtl/4RcgpPS8kUsOGNtY64oBHyijhSbcmOLKCFVPKIeBqJEKuZYo+g4smpJIYEfmCOFFCD0HGwpogtubhLjsdG1IqB08IhSuSLlittUhUzHiUs30wYDQasdiusbTYIk1TKklcJk2lUogbV8Fa3vvAe0mShOdfeJleb4i20M8sk0JQV1BTlmoCSSIwJufiSy8yGg2ZvP8jnDhxF41Wk0hFxFFMvdbAWhiNB5y7+CqTyYi77riLuXnH1IlUSGaHvjEI7WiVbnV0SRYhrUufW4nxRVmOrur62eAiMzkj82183sgUtlxcA+378PCQ5154nqeffYbBcLqJ+L/v9q4w9p1On09+4jlq1YIzJxtsb40YjgLtLGI0znn5lWtsbm6yvLyCaRla7Rof/Prj7O32uPDyAdYKsonlytUtxpMJUVz3BU5OCgFpZyRAyrSdT0C5JKAScek5BeEoMVWh8mF28Jq88XCnweiCXn+PQueYIkNIydzcEu3WPFjtRMuKlL2DbSQF62ubtGJBjiJNU4SxJCphZeUoWZrSqDcBV9GJUaSjEa32Av1eD9PpUW81ac8t0u8fMuz3GQxTkoMO2WRIXElYXFzk6pXrJJUEISQL9RrrGxsMh3t0OgdESY1MF1RrCcicV89+gbvve3jqzSJKrR9HXnJ4fdCot9bJjpWcZb8VnjHaGU10KTHsoBG/a5c3OeVGKnYGZhAKCPLGCchoarysY0gJPynDpu3GGLTVFEXuawS8qywFUkVYrUFMN6AONRVSOCGFKWwi3YLuF6+wDyza6TUZY6g3Gly9fonu/k3uuud+4kqDw/4eWZpTiSssLa2Q1OoU+wdUq4751W6v0mwtEMcJxhgKneHLKv33OgMTvGs3NH319czC64Te/PJqjJetcPszyIAZW2ek3Mh0GLQ0wYkJ901pwIW0COML0EqZDB8TCMfLCiJ/SkalTjyE/ZRdpCCkQoqc4eAAKxSD0QQlXNV3FMVuvnlOqYsCg4qqW4zvvesekjjhmeee5/BwgLGWzFgKC6kVVDQkqaWeQJJorr96iclozGg44NQd9zE3N0+kIqcYW61irGY8Nly+dpNxOuHeO+5maXm1XFClUijraMNS4pg1ARYTPqcURRjhIjldaDSWoOoa2+i16qEYJzxnHaSjPSJgrGE4HPLy2Zd54gtf4OCw/5Wayq+ovSuM/eHhmF/8l89Tq1viqEKWa485RigZo3N45dwNVtducPrMSUaD60xGOc1GhYfet8n+7oTO7hBrJNev7THoD0sKpsP+KWlU2u8yX3o8IauuDUI6PFh4Dfwgp2oDmOyhG2Nd4ZHw2w0KH9LprCBPB9y4vs3q6gnWN44ABltkjEaS7ZvX2d07ZK5ZJRICURTs7V3D+O3llEqIZQKJROcZUZSQpWMm4wlRkjBJD4iiCnk+Yev6gYN4lGU8GlOYhO5hn/HwgEF/GwPEiWQ00SwutNjYWKcSK6xuMIwHJJWYRCYsLC6SpQNefuFJvvnbfoh6s+1Fw/DQlTMuRk8ZIWWhWig1d4kNgv/oeOveaMhQaDYlMDt77TjIbpJJPIiC86wqXgdHujyKVEyrFt23OEKLMziBQSGASrVKw3gYyhs1KURZP+DyMIGLJX0U4SI0V14/4wHLCIXCaEulWictcvZ2djl28gxWxFy/cZOLF19lc22dU2fuoNCa4XAECBqNJoPBgNWNUySVKr5DEcLlFdw2mM5gSynLop9gdBx4GLj3DmIsJTiwfncwd5zBuj0TZxbocA7t4TYxo+VUOi7+WwIsF4xy2BBeErbelL7UPyzebl+HUGyOP3866iJlTLNSLXWdikKjVExFOI2pSCqiSBF5ZU/8AnbnmTMkScyzz73Azu6Br38AEkV9vkE6nNAZZ1RzqMaGG1e26A8+Tr/f56573sv8/AJx7KKHSlx1NRR6wLXrW/T7A95z972sr2+8pgZBSkVR+E3I/bMQPvch/Y5tUkpk5CSnjfa5EIk36kFuwdsZv1ub9jpYaZpx4eIFHn/6KbZ3D8Iw/Zq1d4WxN8YyyXLGqUGFbLYAqRSRrCCJyPWE3e0+e9tdXnrxJi89t8fScp1aVWG0LxSxMbs7fbrdIRubjlEhPdfWYrHaYNGlUQqQjWM8CKzCY9W29DaNDvia59mDw7JLGKdER1FK0u3cQEUKY1JGgw6VSpXFpWXyfMhB54Br17u07z7G8tIKtUpEo96k3+uSZRMarWVqcYzOxhSFo2wKoYiUYjwYkecZw16XKIkoipTunmH12BmGgxGalIP9Q8ajA3a2dqnWDOlEU+Q5ewc9BoMRFkNSEcy1KySVhKRSp9CCXn9Mmu4w6PdIqo0SunLN+m0Nha86Dok/H7YamBafGIqi8IbDcdatmHqtoa8C9VFgKXTBtWvXef7lixwcZCw1E6oVgdaGPE+RcRX8hiNlRajHrJ1eT3lWEIJ6vYmUiXtevgpW+i81gJX+PoSvfBaU2vVOMiDo+lDqpjiQo+Bwf5+VlXXa88uMR30kBfffdQf3v/d9DAc98ixHRVUmqauArNZaHD99P0IGKeVQARuKy7xui6Dc8nHaR1OuuMdQyh70IAOhgC/QNO30MIIGjBBOtE5GTupYejw5qD2W0KZQQOESksrtfSBD/koETz/8LryX7GeEddXmOhtTdLdozW2QRE2iKHIRl3YRgEwqfvMfl49TSnmPPAK2OHHsOJVKledeeJ5r17YoCkNRWKr1NptHTzAcdOkeHJBOUoQxTHa7PPqZT7O1t8uZM/ewsLBE1Rev5UXhyREjdvf22dvb46EHHuDEsRPEcYJAltFM6ZgIeA0tlqB0a/0zM16m3CuShvxViRYIR90VkGYFV65d5fGnn+Lq9Z1Sivlr2d4Vxh4gbJ4glOcKm8ACcFVxGEOn0+PSxS3Ov7LN7taQ3Zu9qda057T2exnb2/vccedJlHRb/gUyZTiv1TMQgvsW8MwbV/U2rR6cYvl+YPsCGGNCTix4sIpWe54kqZHEMBkd0jOapbVNBJLuwSGH3RGNRgxCsrC0zOLcHMuLq1y5fJ7Dg110PqZWrbC2sESapxTa1QZMevsY3IRtNCpMRiP2tq+g84J0kpLrgtQIur0O/V6Pvf0Jq+sLaJ2CgaX5Cr1BTprlzLVb6MJQiJw4MnQOumgjSLOMw4M95hdXQgzqnosunJ6INT5565hJ7q4lCO2SUcY4re+icOXpAiLpefhYEAo8DDbVY7Fcv7HFP/v5f86nP/0pmlHK++6wnD42od/dZTQeUqlJjE2JEzVlOHhNpADAl5tOaIP2KppTydrysBJzdqopeGMYmFoBmw5jxV23UhEVVWMwGCCk4ujx49QbDaJuRL29SLs1R6WaMBkLZK1Gmg/dzkOjCa25VeJqw1enegdGCqyIyjyD6+MpZEMYg37MTQ1PWAg8lOJvbKrG6sdlSEYLWe7LrZQkjiSRN+IagzbOqCkRuYS6MGAjn78yKK+vE34CvCXAL1CizDnYMuJzC+V4sE8UxTRa88RRQl5kFMY64x7HfrFwi4+KIqI4QqmYGzeusmYtlfe/n0bjZc6fv0ya5ly5fBNj4O677mbpoQWarSaTyYhut8NkMgEh6Q3GCDmgUsldZGIt1ghQFVQkOOynPPXci4wnOaeOn6BarXooMSygIcaAAGVOVZMsgTRSqob65xk2f7E67AQmyIqcmzdv8MTTT7+jqpVfaXvXGPvAz7ZClIkpCBxkBVg6hx2efuoyOzs9rK261dlMvU0hFHlquHJtm4fHEyp+BQ9eeTA90423Kb1z522IkCkkVNK5sM8jmSacSnjYwi80SKQ0LK+s0tldot/dYjIZUK81ySYjtm9e5vqNK1jrqlkrSYVmo8XC4irVSpW1IyfYvnaJNJ04vNhAo72ELjLG4x55ockKVxqfpiNGSR+dDun3ukz6HTJjOOz36Q8KOocTeiODlD1kBHEUYw2srcxjMbRbbfb3d9xEzzMn6JUWCCZcuvAiJ++413O0AeNgL13kCARaOO0YKQy2pLa6jjFG+2OdnK5AoiMN2kEX0gt1Ce+CCiFIs4Jnn/sCTz79FP3+mKGAs1cHmOIyNusQVwAxpjAZxgiKwnvnr5lwYUF2r48nQwbDESsr6/7RilLG2VX0ul3CpBFOmM1YX5fgYRXh6gjKza2lxAjBcDhivt2g0WqitUVW6oy6PeaOz5HnbqPtKEowBvLCkGUFx07e5/PA1nvOIYr0hkKomcI1Qdj0noAu8hons2SUuN+9gS9ZPLjzehVTR3lVKCmIIoeRCz+3jA3jW05zJsI7MNKpjAbROmfdg4qjN/5hzlq30M/u2ASu0lZrN15b80skiSua09r4zVQiqhU331SkiJOEKK4QRxHXr19GKslDDzxEo17npZfP0e+PuXzpGtYYfuSH/xzf+rHvACG5cu0yo9G4THKH7TKDcyYIqqDu+vIspTsaceHaDdaXFmk2Gu75GL9Y2SAR7dyBsp/8/5yWDqWUigzPo4SAnCTy9vYWT3zhaV469ypZ9rVh3rxee/cYex92FrlLboZKQlVEKJGAkEyyERcv3wArqMkkxF3eJ3JsBKMj9nf7jCcp7bmwYntObGBthORX4Il7TQ3Khxr5AS6cl289Lq/82YzD60Ko7fR6NHPzLZIkoVJtIJDk2YTxqMdo6GCULJPkecFcu021WiOOE+r1Oebm1mi1HMNIxRUmg0OazQVq7QWydMB42CPNMpSHA7LRkM7BFjevXyUrNFs714m3b9LvXmWSgs7hYH9Co6no9S1SJgwGHSaTnEr1gFo9Rmmn0z0332J395As1ezs7riHIWafSYAyFCKi9Hrd/rt4Ea2QE9Hl7whXxGLxm9GEjTiEW2y1MfT7PXq9Ht/44Y/y6oWzXLlyhf3hkMmr+6y3LKuLgiIu0NpSqIJCO260Npa8yLDWPYtgwGZzMlK5atAwOlzy1qUppbVI4VQxAytREopk/AYfXn7ZWiiyFCUtzfYc6XhMvdkmzw0nTh6n0Zpj58YV5ubmKXJDsjJHfzBmffME60fPuMUDX8TnAaGwMQrCFXEZZ3Fcp0nr1wJvdaz1pAFR6qxM95X1uyg53wNKpyegjIJISpTy32zdvqm6TLLrqeNiKR0mKUN+ZtbrhbAnsHXJlrKuIjzXEJ1YIM+HdA9vIAROIjlKKMjQukBJZ/BDQZlSMXGUkMTOy7969TKCQ+69+17qtRrPPPscg2HK5uYGRzY3kdbQaM1z790PuPyZl5YI1NuQrIYw553RT9OU/b0dbm5f5+zlayw2a6yvrTqs30qEk+pzkZ4NYn8huvE5F1z/Bt6Gg7oirC0ocs3e3h5PP/sMz710lskk/6rYyrfb3hXGPgxeXXgox6rSgFtsqW1vbO63mMO/Lr2X6Dw36ZNdh50uw8EQu7rsVmftOPLGC19JvyGHIQxex1Zw5dSqrCp01+aubyqMJkAqr6Hj90YFHJ0rIi8KpKoQR4o0ddn3wWDMYJCSpi63MN+edx6OTMjygl53GxXFtOeXSZIa7fkVIhWT1FvUxSrNdEA+GZPUW1hdoPOM9fFJjp66lzzXDIZ9dnZvcvHieZ557nkuXb7CzZ0Rg77GWLix3aPRUFQS6XHSGK0nDIeGOK4xP1dnnBbs7m5TGhhEabxDYrRkMfkEl6u21D4qs0ihIBJgfDGWF47SxjFGJMarDLrzqijiwQc/wIPvfT8CeP75p/id3/01nnvySQ6HOXNNiCpOEtaJdjnJgaLQTCZOQz9I8jpoOTAmlDMoQRogeJ3W+AScswfCumpNa5w+itPPsaUuirWW0aBHt7dFvVqh2+nQbLew2hApQ73eoNfZp9Wexxio1GocHBzQrteZ37iPWmOBUGBTGk3hvG6DMyjCJxVcrDJDaZ2RPaCEU9xoK5OiYTgKifAaQGIGw3cJ1LBjlybsqxyei4OPfEVueK7CegpqkLn2yjzWloeUTCFbvusWdOWxfw+pGp0y6G4hMDTmloniCKGd7LdzABRRLKmVsI6DeSIVcfXaFQ4PD9hc3yAdD6g1mnzXd34vmxubjIZ9QLC8uul49OX1uwXK+G3pCuNYWGErRtOwtJoLtFpL/P7Hf40vPP0kX/+BD3L8yAaVSsXDN1PIxfoxXs5xjE8Auc1MTNj5DEFRFBwcHPDMc8/yzHMvMhq9/Y3Bv1rtXWHswTEfCjsp2R2i3OUo0O8kUEwfKAXSRoSgUqLAaiqJZH19kSiOCZoVU09GOLw5eHNe/c7iKxmlJLBKwh6gzpCHX0SA77zBUGVCR+ucg/0ue7u7WJPSqNdQUqJtyv5hzxHfJDRqNZYWlsnSjJvXL2GtpNZsk1Tq9C5dQBcZtXqdtc2TqLjiZIvjqlPc9Ek0IZx+TKsdM07HRNUGUbVGo73E3MIam+df4sKlS3QHA3r9PucvjciNYWnR0ef6vREIQ3shIo4tjWaTplbMzc+7QiQ73epOMDU65c5UwsFuwkc5+AEvlcJKhbQF1qiZxJXLybj+E6/xmhGCdnuejbU1qpWYa9cuc/bll+kdHjLJoFpY57bmhd+xyVVT20jPGFFfzeuJh1IKlJpq11ut8XrX3kN1GH3Yw9RIizAW0EyhaAtCMhoPYTJBNVsopahWa/S6HeIo4fqVy8wtzBMlFeJqjfFoxHjQod5coN4+SslMsraEVgL8EggAmGmCGM93N16/qcTtLQgvIz3xScdqrU611iCp1l3NglQzsBo4dhEznO/AZHKbzRSFq1GRIf8i/UwI/H5rS20p42Gn4LWH5DAEpRA5jcYDnh/gEJMx6DknotFaJKpUkVKQFznaFEgZEUUx9Zpj+ESx48xXKlWuXL2IQBAryfrGBkc2jpEkCdZa+oOO99qP0GrPu2fpBilBwg0bYBbKMQyWvd1tLl++yB13PMTS2hl6/Q7zQhHFLqIPCECQmgiwo2PcWJffE04s0NX5aA67HZ59/gWefOZZuv3RV2QLv1rtSxp7IcQ/Br4X2LHWvse/tgj8InASuAT8kLW2I9wI+IfAdwMj4MestU99ye9AoGTskz2+As0GbFOiRIIkQeP32USibU4s6pQApzAkFcMD7zvON37jg7RaLb8Tji1X9uB9Cj/wbRDhYBqOBS8qeLfu+gDPwCkTbTixtbDDvZIRFsEk1WSTEZNR6jzMKMIYaDTqxFFBpVKh1W4DirnlNRaX1mm2FokqNfLJmHH/kM7eDa5ffom53jrtuXkqjSZYgc5GZNkIrQtG/QE7N64wGo+QccJ4MmQ0yeh2DyiKlJXlJVZWFtja2eHc5at0BoZ+miKFoVlz8EY2ycnSgriiSSeCY998ylUKWoMxOaYI1ErrJo4QXgzNsTw8UglIrAyLpECYyO/s4zdCQXgP32JMTlHkpGnGJJ3QbDrctHO4T/eww2g0ARTjAoYTS73qRaSsQWcOxjHCgiwodCgEm6K0waBLb+iMmFbPgigNr1IOmpPSefIldi4cFKCFY+EoIVlcX0MXltb8HAedA8ZDJ1zlZHUjsjQFFINBj73dfU7d8z5EVPV6/gEE8YwxaXyBlPN+3S4wAgdEuKpWg49mtKbb2WZn+zIqApv3uXzpAoPhwEVbImZ+cZ0jx85w9NgdLC6vkyQJ02hVlsaZkMi2wZiHDWQgsNEE+F2+/PMGB+N5PFvOLlJBMgBRVvFKX8QoQt7L731rTc54sIc1mkZ7mbhSKxO3WucoGaOimAqCOe/gJXGFKI6oJFV6vRZSCq5cu0he5CzMLyCVYNDvkmUZS8vrzM0tEicJAUoyOGXK8WiEiiJf56C5fvUKv/+J3+DYsdN85Ju/g97hPp994g84srrMyRMnqNSqfpGT3kEQXpJiWmgpAiEAF9l2u12ef+F5Pv/U4+x3el/K3H3N2lvx7P8J8DPAP5t57W8Cv2et/ftCiL/p//5J4LuAO/3Ph4D/yf/7pZt3qZyn6L1sb3iUiFEyQZsRxmZIkWCs00eXOFncSk3yga8/xTd99L0sry4BkOY5iXCsDTMjXob0ei2hFNwnuUrTXkoihGSY8ItQKHefulAu8+8G+vziKkII9vdTrIE4gjhRLC6voosCGUnmFhaoVBOfNIvodQ+4dOEiO3s7ZOmEaiRZmJ+j3W4zGBwgpUHFEXFSJcvGDAaHjEcjenv75MZQqbeot+dZrTUQSnLijns4/8rzPPnEp8iygnZ7nmr1OpNcUxSWNLO025J+L2c49lz83ZRGvcHG5nF07oyxLjLHWhL4e4+8RIINTt4UEpmlB1pcRW1IMFpZevjGJ/S01kRRxMb6Bkc3Nih0znA4ZDTss7CwQBRHFFYwSnEiVkpQSSKszskmDl/WOiNLR57pYj00pDF+s4nAD8dqrHT1v0FMTEgvtmWD9LHzKgNWL31UaTTEccRw0EeKCr3DLp3DLsN+10tZtJmMxiTVGpcvX+TF589y5PjDVJqrGG28bIQtx4pSipIlE8b8DLdbWIvGkKVDdrevsn3jPLvb55hMxtQqMVYYJuMJ2aRHr3/IcDjm0sWIz35qQru9zJFjd3P3vQ9zz/0P0Z6bR6mQr7BlVIa1vgbBsaMsbiu/4NKErfqkCFRjR68VSKzbcw8RANYwBqTfp1mKck/YAAmFjT+MyRkP951E8twqSaVGElWch68L7xgpKqLqHS+FimMqSZWtrRv0+z1G4zGXLl9gkm6wurJGFCnG4z43ro3o9w5ZWFyj2XIRWJblHHYO2N3bpdlos7yyyv7eHr/38V+jklR55JFvp5LEPP/8Yzz7/JPcXFoiKzJOnzxNrVZz7oFXvhQyqA5FaGNK6i7W0Dvs8sJLL/DZxx5jd+/wLZm6r1X7ksbeWvtJIcTJW17+AeAR//s/BT6BM/Y/APwz69yKR4UQ80KIDWvtzTf7DiElzVrCZOCMvREaaWPcxsoKpSrI3GvLB6+nLEoxJBXLw193mkceeT/rR1ax1m20XOiCyEzlX93GArLEO6WIKVk/Yhpm48NvYach6aycQqBolYuD/1yztUS3m1EY4Ti42g2U8XhCOpnQbM1zZOMINR/Kdva2+eynP83OyNDvddnZ3mKp3ebDH/oQC/WYjc0jVKs1h58q5dgEvQ5b165yeNCh3x+gtWD/sI+KEhrtJuvrq1QrNU6evNcxgIYDqklMJHXAnqhWYqJFQaFdSFprKFbXTrO2usFkPCrplsYE8TiFcDKRgPOYpetApknygC+7Hgr4p8SFvEa778ZqjNZobTjs9sEa5tstarUac3MLrK6u0Wg02Y/26U8KtBbEiTNLgfpvDRRFwXg48Pis90R9uC4FKAFSWKeyaQXGOrVMZ1QD28aF+A7OEX6sUXLiHX0PBv0hSSVj78IWSaWG1pZKrUGcRPT6XbYvXGFnt8fGsQ9y6u73OoiqCPDJbPJTlLz6kKwNCVcpBPs7N9i6fp5rV15me+s8Oh+SZwMiGdHtFCyvboDNEWgqUczQ9h0uLw0HBzu8+upFPvOp3+MDH/ow3/P9f46NzZMoX8Fa+O3wBA4iVTb2fRkS7T7JHaR9PTMlMJPCBssi7HPrcwPC74zlclCO3hngU1Bl1GV8An882seagkZ7lUqtSRzFFLqgKAp/DoVIEpqi7epsVEKcVNjeukG312EyGXHj5nWyLGN9bYNKtUKRF+zv3aTf6zC/4CqWB4MB3e4hURTTarUY9Pv8wR/8Np3DA37g+3+Y5eVlXnjuaV566Ska9QZSxly8cokszzl1/BTNZnM674Vb7IzwDh8uD9XtdXn+pRf41KOf5cb2fsgJv2vb28Xs12YM+Baw5n8/AlydOe6af+2LjL0Q4i8Bfwlgrr3ARz56hN/49R2KLODiovQKpFA+Seu52jglOYwhSSQPPHiUj3z0IdbWllHSVWO6/R6Np5N5AqaYnjd47cpvLA7T0NppqbjQ2+Joeu6iA4UzwBduIQhUxUZznqW1Y8SqIM8mjAYOJtnf7VKrVVBKsLm6QaWakFQTxoMD5ufnue99D3D23POM+gccPXM3px74ALsvPkqWDsnTCVrn6CwlHfU43N3jxpWrGGBufplXLl3jM098gWpF8cD7v4Fnnv89jq0vMz/fpl5rMB4PaTQS9g8n1GJBkVuSWpuGKuiPJiRxhBARH/6Gb6aaVDFFgdamLCF3OKULz10fuP+EED+IzU3lgku/D4QslR7xRs9Ix0g6f/Eqn3/yaRBVvuHhezl+xEVFtWqVVnORen2P8aDLJLUkFedlYYSDGQBpLcNhz0VMykMiAeMucXu/QFsn8esmo99cJUQcReHUPZUCW7iEr5DT4hi/EfrW1g0qSZO5+TqV+Sq5zrlw8SI3bu6zsnoXD33ge2jNL3pGWBG24S2TmSpKfJ9N3QTr9zYdD/rcvPISZ198lOHwgDyfkKZjpHRbN0ohmas3QAhqtRrz8/Ps7WyhrcQIxWS8x0HnkEmaE0UFzz/zOXZunuOuu9/HQx/4GCdO31dGyu5fx3nHuq0ktdE+6gqJdeEgTjvF56XECQlKn4AVEPRhIhWhpKN3Ks8amhbl+XyBT+JbHTZBKTBmjWq9VRZxaV+fIVVEjKAhml5eQRDHCdHNyHHr0wmdjiuuWltbo9VsE0URk3TE9esXKIqCLNMsLq6zsupM0+c++wdcvHiOb/vY97C+vsbWjWs89vjHwRZsbhxBSkle5Fy5dpXxeMypY6eoN+pOKjmKykU75Jt6vR4vvfISn370c1y9uuXG57u8fcUJWmutFUEw48v73M8CPwtw79332GqtQZE7TFj64gS3iYNCiZhIVhE6Kr0hiURFOfe85zjf8i3v48jRdeI4QkbSz29VUvJmcd1SG8RXZQaH1OL3t/XcwbLAAl9E5Pm7pdcq/JZ3+MkgFI3mHB/68B/jd37tnyIiTVrk5JlFKk2lajFaU6/XqNebLrm23mBp5QjWCBZbH+LOU6eIpKKa9Vnb3GRhbYm4kmByTSZHDEd9DjsHxLUmc80W6yfuJY9rnH31BdaPnOHBe+5FZX3292/QaFSZX5hjMOwwP1fj2o0eYF1i1Qgq9TrXb3QpihFRlLC+fryMeJxmCqXhlr5MX5TcehfehwQp1voNY2awaOEXROFTKl5G2lhLmmlubt2gyHqIyPKJzz7JmRPrnDm+4qophQZlmWgYZ9DUFqsgOPEYl+QdDA9J0wnVWs0nNoMGjuNcO7vknr7jtFucJruHbLxXjytZQxqBK4z3uxQ5pJbd/X0UluOnTlMUBVevX2P/oMvK+t08+IFvYG3jOHFSKwucEGBMIBNMMV+Xg3IiYsZaxsMOV84/y4XzT5FP+o5zHkVkGSAMlUqF9lyLa5dvsHfhOrk2HNlcpt1s0u11yTLNkaOnadYbKCUYDCcYFL1un1Y25MknPs4TT3yOj37z9/OBD30LC8urIOIyCR3gOKyD1qwXdXFQ5Uw9rx/fMgiZySkDJ1IRUrmF1alahogmUBd9wlPM5kktRTpi1N3CFBmV5gIqcsVWhXc2pJBEUUS93kBI93sUSeI4otvtMZ6MGIwGjC4PWVvZYHHJ8fmzLKPfH9LtHSKlcx7OnjvLZz/3Cb7jO36QBx98H2k65tlnH+PalUtsbK7Tbrcx2jCejJkYw9buDt1+nziKmG/Ps7q8ytzCgotajGU4GHH5yiWee/F5rl678e9dl/7ttrdr7LcDPCOE2AA8QZvrwLGZ44761960GWN54bl9tLZe5MklBh126o5x/qUbZJKYWCpOn17imz/6ICdObJLEseNWC4URBoVCC7dJg/VVuKGWFghOORDSTH7TDgJVzpSYY8hwuTJpVWbnHf1TlZ6tUhHvefBDXLt6kc998rcYpy6ZE0cCjKaaxFQrVaLI7bSTzNVLFpAQkqOTowwOdiiyjGZtjUolxs0rS1Fo8iylKApq9QabJ09SS+A9d97JSvOHmYwmSDthpd2glmwyNzdHo12jd9hhaa5Jkuy4hU5aJmnKyso86UTT7RacOnOU5eV1Z9S9x4aaQlxhYuMNpaNk2vL1GYSLsugnaOEEXNdK/6okabf5yKm7+WPf+k10Oof85u9/mhfPXmR10enaLy8vkWVjLo4nDMYZi02BjjzubPzziGAyGTIej6hUqxgbNg83xJH0CVovXez3UzSm8NfmtoebjUoEIf+ivU6Ze280mbC7u8tdd9xBt9dje2uH4Vhwx90f5q77Pkil3iipvK6r7DR9USb6Kb8X6/TS08E2Vy48xc1rF0mUpdpuk2cZuiio16s0RUKrXSOOBXMLdXKbkxcpRT6g0x1z48YW4zTi+vaL3HPXMdaWF0miQ4aTHN1IiOM6kUzY2T3gV37l53nysT/gm//YD/Lw1z1CrVbzz8XtL6uLzMk1WIGUHqqcoXuW7BrhYZwgDe3ZN5GHcmS5EHiYylqUh4JEKEws6Y2iJBsURUGttegL02IKnaON8dFCRLVaQYpFIuUw/Js3r9PpHGCtYTQacHPrOuPJiMXFJRq1OkuLS9SqVYbDPr/xm/8bn330M9x/34MsL7RJJyPSyYg4NmxsbNBqNlGRW6QSz+BTMmI0mtAf9Ll89Rrrq6u89z3vZW5ugclkzO7BDoPRkKWFVebaTSaTDn8YzP3bNfb/DvhR4O/7f//3mdf/qhDiF3CJ2e6XwusB8lyzvz9G+I0crGcLCJl4/8AxcoRw5dwKWFtq8+EP38/p08eoJBVfGzv1srEaKSO0ycrXgzEKBt9OLRQQpGB9CxOe6UCXwZcPOiHlmTz+KiX1Rpvv+J4/Q64Nj33695gMB1RjqEQRzVqVOIqIo4RapU4S11BJFaMNWTomiWMW144hAF1MGPV2HOopBHk2QQpFtVJlPE5RQjp9G2s5enQDjSDNcmRN0e/3aTWbaJtTqzVoNWrUKhJtDNWKIM9TEJZIOq/zkW/5dtpzi24pleAKS2bDcM9k8RhsScWzocDHg1seq5VC4TUlKYF24eE0GdGcm2dtdZlqPaFRq3LfnSdoVGMqSUK1WuX9D32AUydOMeh1Ge3cINeQEKCBUNUIRV4wHo9ozy3gjHnQtZHTHwEO+vO7RBH2InbHa+MWiACvTA2c41d3DgekWcHe4YB4kCGTRe4+fR/HT95Ftd7y+SBRjgHHXAmjQvhQ0vrksYTckA2u0ts9R5H2WV5dZtjrYoxBCUO91kYgyPIxkRD0O4dgBUnsQptsMiLLM7LMsLM3QsVjLl8x1CqCydhtRrMwX6daichzqFRiup0Rr5x7hRtb/yOvnnuZ/8MP/x9pt+acxqd1kF2gW0oR+8cfNjUJhVtBXG66MCopfaRsZ7B8USac8bULpcia9ePBeoDUWgqTovs7GJ1Tb68QV6rEKiH3Bt8JBMYkFUFbSieiFidEfhMfB9lkHHQOKArN3NwczXqTKIq5ev0qn/zMJ1hfW+eO06fY2rrIeNRhod3mzPHjNKoVdnZ3maRjrLVEcUJcqTAejciLglqtTpZlLnmsYvI8p9fvk6YpjVqdWrXCJM3+UBh6eGvUy38JPAIsCyGuAX8HZ+T/lRDiLwKXgR/yh/86jnZ5Hke9/PG3chFJJeLOe5fZ3d12bAUzhVKcjrgv/SbCkhGJCXdtNDh1bJUkibHo0rvyUaKXMoXCgJMzUKU3HnBcR5R1AzRwa/HJmHJJCF5NMIAz+LSzdz5RFRYHCY1Wm+/5/h+mEiece+6zZL0dajXF4uLKtNrPOqw/UrFjHajYJ51dvqG330UYi4iVw+wno3JfWCnBZBmxT2glSYIRgijLWFeKVqPLeDImG6cIKahUKkTKeVjVWJLnhkG/CwLe//738y0f+x6SpOp2J/K7bolyU3XvoeKTd3ZaKh6Ss65TPASAXxw8n77kYztBekerS2p0emPM4YAkgjtOnmBxrkXuNW2SSkytXiOqJIxzyDKo+ejKBCzAuuTieNQnzyc+iRhwcFMKfQUNpGkcJ6aLlw2P1MNOYfcigrEzVGs1qo01ao0jnDpzH8vrx2i05lAq9rBWkBXw1EVMiXWH/E6Z/Cw0W5eehuIq9dYSR06cIJ+M6ChIkorbVAbL3u4OhS4Y5mOHdwtFklTJJiOn5Z7Czl7K4aGmPR+zu9thfi4hVqLcT0CiiYQjPMRJRKUWU6kIXnzxc/zeby/y3d/zZ9z1auOT28bj8S5adQuzLMe28AJm4TXHmPELuMvkEoBNUTpQYkrd9VPJd49zDMK40jmT8SHGauLGEvWG23zIGI02BQIHFwkksqUQ0omnqchtWn94uE+eZ2RpysH+PoN+n0k64YknH6fZaPHhD30jS4uLpFnKsHfAfL1Co1bj2MYRkiTm2vVrDAYDz/dvUeQFUkxAWHSRM+qP6Ozvg5IMRgNPEDC8evEi/cG/n/1j34n2Vtg4P/wGb33sdY61wP/py72IOI74ju+8nysXr/HKC3to46h/cVJDRjGzEzRCskRKe7CFHXawetVxHKcOOiE75rwuX9BDkFN1k95YHXK9hOpZ670NK5w8gANf8aRtv0iIwDCYjREA7wFJ6aoZF5fW+Oi3fA9z9Qqday+QTvosL64QJ1Ws1ugso7CCOK4hoqoL77Nx+X1G56i44ryiPHVelXEeYhJH6HSMTseouOLYEJFCJgkKi87GTMZDiix1FaGFm3Bau17M85zuYY+VlTX+/F/8CbeFn783awCtwvP0fQ8g3ebfVpW1EKUIVOj5GRcnJLQC3ONec/5eXhT0hl2yPGd5rkYUx1SSCsNBnzQdOyaQtUgVMylgnELba+OFsynrSv/Hk6FbJIyjFBprHJxTaAqd+/uAaUWqT73PRHHC1w8EMT73IXeP9973AR5+6OtoLyxSqdR8kq6Yns9YB2Ph8johv2HK8wgPP2leee4x0sF53vPg/dQbc0gsY5PSaNZcMV2twqDXYzIZIZUirlSo1VssSImxcNBp0+6POH/+AlESMb8AUWKYpIKl5SMstOpcvnoJISSd/T3qjTYLCw0aDU1RGOJYUqnU+dTHf43NjeM88MAHy+riKPLGtPTYvTS1DF58NKVXBgpzYKfMqHMGaRL7mvEQqn8VRhQ+mSnKqE/6CCGd9BlkGhXF1Ko1DwlFpWCZo65Co9EgjmKiyFXbCmvodA8otHHV1emEyWTM4sISy0suD5fnBds723T2thEPvo/NI0eI45i15TUiFXHx8kWGozHj8QiBK8qbjEe89MoL7O52eerZpzl96hTHj56gXmtw/eYNLly69K4ROXsr7V1RQdvrjegdjlhdqXPOe0pGO4lfKZTzMr22SVMY1mROvt3h8OxZllbXSeJKQFr8jyyTsVIot82cR+wtsyFmMO4eoyd47tNEZFggXFFFhPMIHfVTSoUSM4lJbwCVUMgo5sjxM8TScnhhAW1TsklKJalgigKM0+7HGmS1hYgSbL9DPuqRjUdgJMIqdD5xe1x6L76WNNjf36WRNJifn0MmFaSQFFkKXs43EhKT5qTjMbZwXrzVFmkhTS02Ncy1m/yZH/kJjh+/w4frXueHoPVhSoMWdjoK9EaXu3UQDtYXDhkXFbn1QZb1msHLt94QOC2UiIWWi9iqiZPBFSp2T0YlvurVWYzMwCiDQns5WuOgJgsO1kgdrRXhqzutY+04z99NxOmGK+71cO3Cb2gT+PDW11cI4SMRbZhbWWWuUQEhvVyDLo1UYNoEfyB49wShtZCctIJhr8u1K8/x8MP3Mje/hFSSbNTHUYdjMqtpzc1z6cIlrm9tU6lWOX78JPVmi3qtxng8wViNzi2tuSYay/5uFwtUGzGtRoO9gw4Hh0OWFtvEcYW93X0q1QRtcuKkgtUF+3vbbG+P+K3f+DecOnkHtWrTVRoHr3wGrnHevcflI7/9pE9ou3mhZhhuQZZBzIyV10ZVTs2T8vcSNgugqDEUxdjJKVDF1a84Y+4kLEJSWEISMz+/hEv6Gyq1KsPhgF63x3A4QhvN0c3jDAY9zp0/R6ELLly4wNlzF3j1wiW+99u/nVOnThMnFebb8yzMzdHvDxikPZR0UcXe3jbb27v0BzlCbnPyxHHiKKbb7fP8Cy9w2B28w5bwq9veFcb+YG/IL/z8Fzg87PhyfFliqpGHcYQ11DAcFQXLokKeCrafeZmVY8epNNrElcTrg4QEoS0pg87LckqNrtmSThYmPyU077nQyPJ1h+CoErawIWFJMA5T7fGws48QgBSsbJ5gIckRdkI6HpKlGdparLAU+RgVx1idY6xl1N1j/+ZFrIF6cwGDQRrlQSVDLBSxkaSTCfu7OzRqVWr1BpGKiVUFKyNMnmLynDxLScdj0iIjm4wCykKaaY4dP8WP/IW/zHsf+vopJCVcUU/ZRX6TDKBc3LCyVLQUAdrC7dITkpphY3eL619XtFN2O1LGVKtVVBxjtHYMKiFo1OuMG3UqSYy2BdrkgEVbmGQWbdz1TY2FO7fWmjSbOChL+ypY6TaicVFdiAX8Jz10J71UQfDwg/l2VZJTiMFjgmVkKQQIFRGS9JT952EcO3U28El+rQtuXH2FtfU2K8tLFEVGhJP4NVbTarWJFlZ4/LOf5eXzF9jY2GR9dYlqLaZer2C0ZjIekI6GdA/3iJSlXo3pxgJtJNVGg2vXb9LtDRiNDMvLiR/XiiLX5LnGmglZZphMCmr1mP7gBufPvcCDD36dYwvZAMUxHceeBeP2lYg8rOkWxRKu8f1Dmbdw94+HdoIgibFebXNmEQiLinMSfFRgnJMXKYm2eAaVRCnPGPLkACEFcRLRarY4evQ4c+02nc4eSRyjTUGn02FnZ4c0S6kmVZ559lnOn79CoQ2f/OwTdLs9vu+7vpN7776fuBJTq9eJYomKaiRxlf6gT5I02FxfJU1Tzpy+ixPHT2Gs5eVzL3Pp6jWmO9794WjvCmNvjKXXKZhMghSsdpWxxiKUQFhLYscsignrMqIiYjJb0N8ecfOJJ2ksLpNUa0S1ijNYfhBZo1FCeuzPOkwzYMw4aduQMwoYYxkdCAjFUmGXHma9/xKnNri9coMksiwrMAUCEVeRc0eI8z0W5xfZ3dslzSZM0pEr/JkMKXYuMBn02bl2mcODPdaPn0YYSKpVCq2pNueJKhXoHyD29khUhaIouHjxPFE1YW1tAxVFPi+h0MZpn0yyjKLQVKoV5psxB0PN8WNH+cv/6d/gzB33vyb3AD55LWerhUXp7Tls1ckDBwNZ7glQFlcJwj6zbhGUHkd3O11Zz0wJ8FrQgdHeA7fWYcjl/qs+apjkgjyzKEmJqVtrKYyTU04nI6SXKdamIJEJKnKYsss1uOSuEF5CoTTclkCwLHc0w6CFQFjjvdgp7RYJqkxCCvzuHeU6YtClARDTTmU0OOTKhWd54IHT6DxDSsh1CkKyfuQEB7s7XL18hcHwkDNnTnLm1GkEGYPBEJ3lDAdDv2+BYWF5lahfp9B71KpVJmlB56CPtdBuVVlZmcPonJs3D0kqymvta/LMMEk1MoJ2O0IJw2/++r9ieXmDY8dO+nvyEZ5Unrrqtxxk6tiElbtMZXmhhzI2tkHUzbPZfJLcyQH7LUJ9EZnLiwSv33WktJaiyMv56eBHVxColNsMXggQpkAgqNfrNBo1GvW6p2fGRLHbBWtvf5/LVy6SpilbW7sUHnLJC81Tz71Mrz/ke7+9x/ve/zDt1hxHjxynVpsjiiqMx2OOrEvWV44ghGVxcYEkTnj1wgWee+FF0vTdpWj5Vtq7wtgDpYyulBGGHIT0BT4T4qLPuuyxISQK6YeXIDeC3Zdv0F59mlprDrm2ikoqztnwA1D5YglTOGnZ4EmooPGBhx68KmrQBg+YJcIbJ6bFV9IX3UjPHpLe2DmJVae9E7xbhEXUFxgfjpCTEVjBZJwyqUzAGPLxBF0UHO5ts31zi/UTp0mSiMl4wGB3iMFSrLmt3Q4P9rl59RrpOMXYAivgysULRFjm5pcgzkmzjCLTpJMUneeA5MSx00RRhcWlTT78rd/L3fe8z4XRYXYGD0U4RcrQe1iDlDHK49AyklMFQWP9Z6f02ADbhOXUeWzCox7SYd0h7LeC6V4Dwn/3NKGqC+O9ckGqISug5kdriSppizWWLEuJ46pP7IOSzhNVMgK/ryy4atjA5HHRnfXPUniNGov2hcLO8OkSn57FpkPCEi+dS1ik9BT6CgupNZrd7esY06deixn0+1TSiCzP2Dx2gs7+LhcuXGJursncXBsVVahWBHs7XYyNGA3GTEZjqo0WR0/didaGfr/DcDDixvVLXLr0KttbQ9JUgymIZUz/cMwk1YhIItLCj0+LVNBoxqhI0e+P2ds94Ld/69/xoz/2V6lUq6WT4+QP1Ey0YrxUhhsfbmvHaX+UORERZJjDc3KOl7TS6RkJE+rwAOlF1NyzCFIV1lqyPCMEmSF4Mj5/pFQEtmCS5YzGEyqJotVqUV1ylOY4TlAqIpLKSRdj+eSnP0XvFnEyYyznLl7hX/7yv6U3GPANX/9hNtePImVEOpkwPzeHsI7qWWinmb+7u8uTzzxFp/vu1b95s/auMPYWi7YFQS/aaO348ukIzJgjdoeTymCoMDQ5uGXBiWOlkq0nX6CxssR6/UPIhcgPRu9xWscYKHRGHEUlRSxsLO4Mj8eWvcfuFgSflhSqhHCmjBvhlhyhvKfiinaEirwiXvi8w4SRisriMUbDDqPeGGMNw1GfPJOIwtLb2+PgYIfj9z7IwtIKNs+RVY0eG2wh2bp2jWG/z97BHoNBn0xnJNUK9WaLqFpjd28XGSdESUKa5vR7XUaTEbnOiSLF2tJxjh05xdLRk9zzvm902yZqnKdFwLqnuylB2LrP8dGDcUT4CSjdRg0QSs9cXzrtbw+1lEbACaBJv/NL0Idx6qK2jIhgGim4ZOk0yZkayHKoqADf4CEYp1Oiw25a/lrcdnseepptniLopKltCD/AS3CEsE76GzVmunSVzB2B32tBeY18LwfsoWxjrB8S7rN5NmFn6wKLi22/SfYQiWVxdZX9nS1yK1hYXsTm6f+fu/8OtizLzvvA397HXf+8zXzpszLL+y7X3WgDjwZAIxKjCA1FUSHFjEhxOKGJoEL/j0IMjhhBUeJMUKIBKXJIkIQjCNONRptqV9XlKyu9fy+fv+/6e4/be88fe5/zXjXQ6GoQHBV4OrIz671rz9ln7bW+9a3vY2FxiSzL2bx/h0lqWFhcIR5PmJ6b5+wjj1OvN+ke7JPFQwZ5jE6HVH1oNUM6ecJwkDMaTRgMEwwwOsiJs4x6BebnQmZnJLVajdE4o98bk8Sat99+l5/70x1W62vu+xV046LP4nSljBukMsIOEbmqqUgKyr6XkUUNUN7bdn7BvoYoUTVnzG0sXGj0YeWXZ6mFC33h4DKrSprnqryv4jjhvffeQKuMEydOs7p6nHp9Cu36LlJaL2ljNJ7v8a1vf4fbd9ZRubLaS7mtwrZ22vzrf/ObdLs9PveZzzE7N0e320GKKo16QJaNMEYxHIx4+7132NjcK3OjP2nHxyLYl1h50Z1HYLKYyExY1juc9mJmPY9Ofoiv+kKSoVFGEHdztl57k+rMPHOVRxB1z7rgOSqlFIJM6cPsW0oKbLkIPEU2W7YWSxij0NIpmlCHjy8Cvf1Qjo3hWTgFow91xd1jqlMLpPGQSbKLDCTCC0AqUp1x4pHHmZqZRQYBeB4ikKw0W3hhlUG7jb/jIUJBM2sxGo8QQjhlwBC/EtLrtKlPTVnly8EBSRZjMESVBn61xvKJi5x9/EWCKLKSv0KipGUkHTWeKGR2i8rIGFDkeEe1gYTdIkrMlcO/C3y7gFksDi4dm0la7ROB3RxFAQmIcvJSO7OUwvnKYMg0JLmgpg9NIyx2bJu2VrgtL+czrDuRwhj/8NoVfcWyejNo3OOEcJWlrQqUVi6rFOV1L6sD16RWSlOqsno+uXFlvTFuE5XkWc6D+zfYWv+As6eP0+8P6B7sMjU9QzweUalWiXxJFHoYE3KwZ3sxO/t7nDp7kUolxPMkc4uL5EnMbq9Ht3vAeJwxHE446IxpH2QIGdJqGjrdhM5eghaGJIFBCqmCgWfpq8srdWr1GsvLFSpRlXv39ugedNh8cJ9jx0+UlEpMUaG57bLA813AP5ySdUmCAIyDOw2lhgyux2KKMk965SZd+BTbvMiUMI4Q0pEzFMK3fQKjDcloxKDdxosi6tPT1GtVwjBi/d46SmVMJgMWl47TaE4xO7uI5wXkec7u7jaPXnySuZl5fv03fo3NrV2ee+opOoMBV65eJ8tyOr0Bv/nlr9LudHjq8cdJc40UIb4HQtq+0NXrl7l+686fKPbN9x4fi2BfdNRNQcLVKZEecloMWJAxDekRCo3vSmpji0h7o2OhhMH9HltvvE4w1WL65BlkpYJwY++e55HmGbZpWNDHXMPJwS1lHiMEBfdeOt2cowRLu3kU1DObAdkMz2Kdwpkol3sARRvriNSCVvhhg1qtRhRGVKtNlNJs3LyNF4TMzM1TqzWJwib11gLNxhILSyNGgy6dg316gw6D4YBkMrFZ/FiwvLBArjMmyYBxPCk3rEef/yxnH3mGIKgghEBpq/8ipEBqzwVhx7JxGZcwzmvWNdPANpQLaV6ghLCKU2MlAXDnw1ZqAtd4E1ijkHLjOxxrc78ss8oibTLm8FEa26TVlfKkOmbOUWcpVbJfcM0+a/MnLHxnCqjNoI2w31M7829VDIkBwuBJ+x2KydDio1pmkVWmFNjK0eLKmgKpLq61QdM72OPW9UsEgaRRb9DvdkHapCCsRuRZgkq01VFHcNA+QAvJE8++SOj5DLoDwiig095jPB6TKU2302PQH5Mm4Ps+KsvY3h2hFUgJoSdYXKoxnGjYi0kzO5sQxzmbGwPGg5iV5SlWVhaoVDzu3N7h/r0bPPfCp+xG7aoXV56V55uyfyPLKtdey8KXtZiBcKl7oZx5JCGyMNqHN5Oiyio4OXaqNydXGifWzGAwYuP2LeRoQGtpidrUFFOtFufOnWd76z5ZlrG3t8NoNKRWbzE3t0QYVuj3B3zla1+l1ZhheqqF1pROca+89EnmZqZ57Y23GI9jxpOYr3/nu1y6epXjy8tcOPcQC/PzhM5j4b3LV5h8zJynftjjYxHswWYIHj6eMXhmxDF2OeVBaSztMsqiueY5mCAtsgclOfjgPvXFd6k0W1QXl8CTrqkobUahcsB3QyOUwamo6AuamKWQFQG6YFYcZnmmWOz4NpB4EiH9Q6yzDBIO1tC2a2WEdYYyWJcmITwqlTqNxizpZMLBgx2++eWv8tRTzzM7P08oukTerlVr0ZrheEx30KHT2WV/f5crN68xPT3NF37hZ6nXqgSVKqM4BinKzzSzsEoU1bGtzoL7foiBFjdxcU61difG2Bu1qLbKyWSXHhd6L8Z9R8SRjUAWujO2MrIMHsr+hn2YKS58WVPhYB+t9KG+vNuIktxmqaXXtsOJjbYToLnKCzQJhLb0R+GU7AsMBlWAThbb9wTWss4BUkWW6ZZFoVBpM3nldiCNNFbSV5jDae/iEFK4zRL29zaJR/usHVux3wMIA6t3U4kq7O/sUK03UGnK5tY2vh+wdmIZiSCJJ9RbNQb9PkmalN9D5xM8X5OrhCROUZnBF4IU+/fsQoOLD53Ak4Ltdp8rN7Y56MQU3riDYYrebDOejJmbm2J2NmJvd8NCp25i1rgTIMpezqH/bGFOYhlroqRDanftihvJGI1COwE9p1VbVLrOJrHYFzgiHy6EJNeaNEupmopd95Mx/eGQpakp6jPzjMYxSZYzMz3H9Ow8u9sbJElEp9Nmv20ljev1Fl/56pf5ytdeBQPVaoXReIzAcOPWFS5evMDP/uTPMDM9zavf+DadXp9cKfbaPZJJwszUNAtzc+zv7/Hmu+/S6Y3+yLHt43J8LIK9wOqLBxrCCkxnfVZVTk16TLRNM6SwH7ZABAudm8xhfx6CbGzYeeMDagvL+PU6fqNpy3NHlVO5ssHLAG6ApEhgLItAUWjZF5VD+RmLUrRoTB0ZIQdK+EYK8SGVyGJQp8Ajo1oLKSMXKO3//KgCRnD2sUep1GqYSoPj588QhDVMJklHQ9LxAJXUEHET2a2yvn+f48eP88Inn2VmfoF6a5o8nZDn2t1UEj+0VofF50Y7P05DSZ87OoBGqY1SYOeFxAAuQz7M6Iu+RsnULLI4Fyh8B4cYZ3MnhC3VpShy3yOCOuX5pWz22WYdJRSQ5MLKJhSXzzgDCW0hgTxLrfGHsdm8FLZXo92wlXKTv8WGYGQB3RwGMePG862GjigDX5an5JmFFqTnEfgBIvDtOSroQW4RFbRdrXL6BxuEYU5raobxoMP21gYXL15EK8PBfodcKToH+2gjqDenqFZCAMaTCZ6wchBBUKU+NYXnhQz7HXSuiIcD0tEAk6WEnqDV8JmdmeX42ir1ep3hcIAxOSdWlpidanLz3g73Ng5IkhylLKNpMkp4EO8ReB6T8aS81h/C64vK1u2OR4etpKtoFOUFoZysKKZksZRpe4qK5EdiUDYZ0YVm0qHUgn2ksWqjuoFEMj87Q+OxR5FC0B2OeO31bzI9M8fzz73IqZPn2XpwjziekOUp49GILJW88+57fO3Vr5KlKQLJ/Oo8jz2yQr+/T5KOyLKY06dOMjPdohJFfOMbr9PudJgkE0aThA+uXSVNJ+wfHLCx1S5zkz/Jx8ci2AN4RnPsZI3HLj4Bd1I6330foWw+6hUCaAIKl6miyFemaDMCSMa7MVvffYPqwhyt0+fAO5z4VK7Lb5ektMi0sPQylKJoLB1KHNvIUISkMgN1gV+WfrWHSoBaadJckWcZySRhEsc2A8sVoJHSOi5leU4UGUeTTMCTICXzq0sMNncZ3l5n9uxFoqkparNzCCEY9Tr0unv09x7w2NmHiVpV6jNT+FGVSrXBvpN/RdgANbVwmqhStxsOtjqwss828Hrue4iSFmG/r9Vec8HxyCCMfYijUwrh2BQuUzeuCirYPS5Lk0Wj8wg8U1Q8xQsLUWgOFYWW2wqLLBvIFCSZwQvc+xrjmrI2o8xURu7Mxq08sSkuGgW90ghZShcUrBopsQNQDkqiVDA0RdGHVsbqxyiNcB7IpeBXuRtS9moAJqMJBwd7+H7A1v3b9HodZhcWGI5GJFlGs9Wi2+0SVavMzs5TqdZIJiPi8RA/CMmzlCisUalFjIYTDnp7jIdd8lyhkxQ16VP14dTaMsfXznHmocfpdbpsbd9ncXEBzw/JMuuM1qhFnFiZ4+a9LXb3+sQTjdAQVSXjYUbuhsWEc2Oza+BwYyxMgqxf7uFmrx1cpt0mUfoEFBdauIGzcu04OXAjysrR6SGX7yuMxAPSNCFTCl9Ky6ppNNjd2eHVb3yZ/fY+Fy8+iu97zM8v0JqeY293AwF4vqRRb7K6epqlxVUm4wlKC44dO86jjzzOZDLkoLNDs9ZC54pWs8kTjzxMr9vlytVb9LoHDCdjdg96dHqXnHbSfwCRno9JsBfAymqdH/u5Zzh9coada1Vudw/oX9uwQyrChmaJb1X0AN9l0LkTWyqCsjGSzs1tdt5+m6A1RTg7D16AkMLZiFnnK7u4fNs0csFOajsKXzTwSiinWOSedLreHgLPyrI67vdolNA9GNDZP6DTadPv9ZhMJsSTCXESk6epyxgNZ4/VqT+zShgG+KlHEIQUXG4ZBFTmZ6Cfo3YGkIeM23ukoyGTfp/haEjeGTIRCYiQqbBCpdIg7o/odbqMJxMrI5xojp1+HCt0Zb/L9w4YHaqZcJipO3hMFlK/+tBHVRltJ3ul1U8pxqeKily4QFe+g3BZnikmKSlh4HKTKEAyaWcUiuBd4OfFwzNHv6z4FqWxMM4hTq+VKv2LC50WKYQN/C4LFVDOVBRS1haSsv0IIw6rF1UwdrRBS0uvlMWwnzmUiLCf11VAJb4Eve4Be/s7ZPE+vidZWV7Blz4qS/E92Fq/S64NUzNzJHFMPB6RJmPyNEd6AWEUoFJDmnbIMk0cD+gf7LG3dR+VpdRq06ydeZgLF59m6dgpJnFMlqb8yOd/hiyL2d3apr2/S6vZIgwlC70BC7PT3Lq/wc3bW0wmiiw1CN+QjBMLK8rDLokoEhl3/gtIrJhHwKVDCFuV282y6EyVluQUOH/RL0NIpGPsaO05uE67pMJqYQVSkCQx4/GYZr2JVoqdXRvoR5MRn/7U51heWibPUiSapfllth7cRUjo93usr9/nzOmneOzRp/E8j7UTp7n40CMIcsbjHvv7e/yb377N9s4DLp5/CKVSTq0dx2jNnTugt3PScUya/8ltxv5Bx8ci2EsBn/jUBR5/6gJaj5haO8GxT7/C5OA38LZHlo0tDJ6wuou5W2i+kBbGcbBAAQyoRLD39hVqi4vMP/0cXhg43RQHYSBABhZ3duwQvKI5C1rqMuCDw+B93/lr+iUmr5Rm2I3ZfrDHzta2NVaYjOn3u7QP9mh39ul0bKaQJjFaKwIp2Tl/jAtnGjSbDbIsJcsSAr/iXIcEfhgRLc0iPMOou4XKFEk8wQQ+KhTkNYmgQq3RwAtD8jxj0Dmg07X6IHGcUJ9ZZnntnKWYlRBUUaZIF5jtrXyImhdNuMMAXrLSy0xN25vbFAP2h9OS2kZRZ4Sh3QbjpAh0EaEPr/vh67t5ZwcRFLRL6aAwA+QGsgzyAOvHCiWMo904vdLFUFMxBOQ+n1O8NMUG4v5dbOc24Bf8I4fjO+Oaoil72JeQeH4hgHb4PYqzWMCCaRrT6R7Q7baZbbZIJveYnm5Rr9VROmVuYY65xVU8L2R78z5+EGAyxWTSpdGaxg/n8D1JVK2RpX3GvQHpZIJA06o1OXfuER596iXmlk+Q5RkH7Ws89vTz5Lni8nt3uX7tKnkes7S0yPzCCvOLK9S3tqhUa0gk126sk6YGnYOKR6gkwau13Lcpc3GKTdmIAsI88htx2MDHgDS2srPChPbaSWn184UX2HvHrRXLy7fJjynWpG2UWEOhJKPTPQAEvW6Xr3/jy6Rpwuc+8xMsLy0zmYwZDTugFLPTLarVKsOhdT7b3LrHVHOBp598mkcfe5y142ep1UL29h7w4MEtNjZu0u9PWJyfZm52Bq2gWqly4fxZhMlpt/dLssB/GDm9PT4Wwb5S9Xn62Qs0W3UGvRFBtcrsQxdZ/MQ68Re/g5e6piACX0hy1/ArslBVXpQiE5EkByk7b7xJNDeHjC4gggAp3Ji25xZdUToW7BpprPCatsWndKbZlEbKbqpQSJJYs3Fv2wb5bodOt82dO7e4dvsqD7YfMBwPHaxwuFzs54eFOfv+o8EIT0rCIEUIu5l4vgEFuZ6g8oTc5CihSKOJbbKlGTIMaFSqBIG9fINBl532JsPJmCSNSTPNUy/+CEFQsW98BFO1sgjYigZTQlL2Ax5m/caNtxcqk7Z5WdT10kEsthpwL+8y+EOOfGFwXXyIksJoDh9fQjkFdo67yczhhLNFVwxJLlAKlFXQcANeCqM0WopSYKt4H4Eo6a8IG76lsSbkh41VCwtpIPB8FMVErwF02fPxvcCtAx/pjDoOIaLiM7qmsjH4QUCSBdy52+NK3KVWC3niYY9HH1licXGOqekpwrDK1oMNRqMR1UqV4aDLzOwceZqh85xxkqCUpnfQJU9jplszLM8ucvzYCU6efZiZ+VWM57OzeZ+V46fJ4oyvf/VrbOwf4EkfTwuMgsCvUqvVyn6VOaPI4iHrGx2EJ1mamyYedZlZWC7PvXbAe5Eo2HNpkyVZTsYW9i62KkMahNZkzru42A6lF+AHoYXRwG6myq4j4daT6866Rq1HJRKMk4Q7d2/x/nvvoo3mM5/+CZaWFsmyhDxLnCOYpl4NWZidodc9IKpUabWm2Nq5z4WLj/D8E5/AKdWRxAOiMGLt+BqB73P2xBmG/SH7BwfUa3Vq1YgkGaGylFBAhkD9SSXV/wHHxyLYN5pVVteWrLOQK/f8eo2lp55luPGA/nt3yhzMK7jPRyAI5crGgrejsQtqeHeP7TfewG+2qK2uoqX1pi0YM0clAWzU9y2WAy4muXFxz3e0SttMiseaW9fusbNj6V6Xr7zHt777Kpu7W678/36HZbArbWjNThHHKf5kbEW3jCH0I6Kwhpa+Y4gAaYJRGdKzGLXnGaZnmni+RGvNeDRgNBowGA6IkwnD4ZBjZ59mZe1cORRUOCgVsEkBkxaxvvRFFcI21BznqexlG8cvR1t7P/fEko9fZvMuUGCfbHsFhfyCKB9r37hoEFNuRlZ50/6xGkOFaxIgBJmGLDeEoWWKHAqcGSeJkXHYcHbaPFq63nQhdeGGnqQdzDPCWVdSZPpFQMNBM8ZJv3ilKJiU/uH+KCSYomsknKF6TnN6hvMXHuHatZvkeUKc5sRZytz8LFEYMB6M2B3uMBwNMFrS63UJPI/9nW0qUYTQvpVRdqJytVqNualZTp26wKkzD1OrNxHS58H6bbRSDLodXnvtDb72rW/xwqc/z4WTp+jvrRM2qlSqNXzPo16pMjc9i1aK8+cfolFbJwxC1lYWiEcD13R1fgWKklRQVF8Kd07wyoFFHMzqbpmy2V2cIOEJJ+InwfMxWGqlMRb2M8XzC+0pBxd5nk+t4jEajpiabnHhocdYWJgjjsckydhKqQi7tjzfZ2V5lXsb98lVTr1aJ45Tup1dpFCElRAPnzQeUYsqPPzQY0S+R5IkXL91jfX1ezTqDaIgYn19Hak1kQ9p+h9OoIePSbCvVCtWyEpnDhe35VxtYYmV518g3dxBty316ZCIeajKoY6gAxZDtYtGZ4LOB7eorazgN1p4jTqZ9Xw71OnGYrXlEBGOmVG8pvRcF8+OiKM8bl65xdbWFt1Om9/9+m/x3pX3SLL0D/2ORSUSCIFRVsFzZm6OvZ0dWwLjEdSrCDx8V3GEtRZRmJA4NyBVlYS1hFynpGnKaDJkFMeMxgN7w/eHTFLF6smLbmrRsYEoBqAA4TnLPBdeRYGrOppomXXbT11k1QZLw7QKj3YaspwvdY9XBeuoyNqdvlFxZQqeve3fHoELig1cyPJ9pbDm1WBZNc1WiJ5kpMpQMeAZ1/jVZVv90JOAIhe1mL3kqPBZQRjlkDkj7Zqx0NPhPIRdEbLUhjk8T0WfA8pXK/AbCZ4I8LyA1tQUZ8+f4taNOwShIM0yDg56xFXr9ZvlqdtRNSrPyCcjgiDAEx6jYce6TXkeKp2wuLTG2XMXOXH2EVrTC+jc6rdrNzl8+9pVNjYfYIIq25u3eXRtlQuPPIIXBYRhiEoTPGNIogn1ao2F+UUq1QaNqMLc7CLC85BegDEKoRzNWRRwiyingjG22irtPmVBmdXlHeQ5NpjVwLfJEk5Yzbiq0mj7+qUPgvQOz6OjPnu+ZH5hmXpzmiiKGE9GqNwypUzphGor8LnZeZYWlri/fo9KtUKv36fT2SedjKhGIUJlNCqSudlpsjSj1+tw48417ty5w3AwptPuYYw1qvcDyXCsvnf++v+go6io/t0/zcci2HuedMy9IvI4Pm4gaZw4wdxzT7H3lddgYhkkBa5c3OaKomnmKHdHcMW0r9h98x2qi8vUz5wm19YswfMkCOdpazzXuHMsfulZzLGUVrBByROS9dub7Oxu0+m2+ZV/+8+5cffmD/x+RaAVgPSsFEGeJdQai8yoWbY3t8gyhS8DfOkT+nacBAS+H5LLiDCQpGmKJyXKSEajEf3hgE6vh5CC4aDHYDQmarRoTs26TNrOANjMuOBF2Ghu7KgjaIHxisnQo5CLcNmwpiDn2w1QW5s5eSiMJXE6+M6wpMi2i53DkXPQwhw25PA+jOUf3a4dnl4wXnxPsryySntnm3QYoxRI33Lfc50XH882g4smtCiaipTwVSGLYL+Dk4qQ0jbctSvZiyBiikTTbWku4xVGHMGkHWPIqTuWLBWlUVlGvVrllVdeZnF+mgcP7hFFPsPRgFqtznA04GBvA6Vi4skE3w9YXFymWmmCsVY9yWiAFwWsLq1y6sw5VtbOMj2/ajcolZHmCUopZz6e88InP8fq/eusLS9xfG2J+tQ0nh/YmRSlCKWHcYqoWZpZKnLgozC0ZpcctOlZfn3ZzHdiby6TN8K5EZuj27VTqsXpWwl7ExayErJI4IprgTu3pciacT0BitLBJVoWNqt7NZTWdiJbunremewUrxmFFY6vHGNz6wH1WhMhthkO+0xGQ2anWgihmZ+eYWFujq2tTTa3NtjZ2cKXklajjkozy8oTit4gJVYfn6y+6CX+ux4fi2B/iNUJ5+RU3KgSWa2y8MQzJNs75O/eJijGsjnM7MuxbnH0RSWeu3Enm10OLr2LaLUI5+dQWUYUVRy84Llg7uh3FIyboGwQgp30S0Y5d++uE09ifvcrv8n1Ozd+3zXwpLAsG98HrQh9D99BLjhLxWrFR+c5nvRYXFzG830e3NtACo/QrxFGVcKoiRdEZOOBxTx9D2N8lIHJYEC3P2Cv3SZOY9I4ZZRMCKKAWn2aWr1F4Bea9DbjtWYs2jlriTJA2Zv5iGSEwGbtEjCC3PGyjSnoqDZ706aoFrzyGloYx7F+jjTu7Mbggrh2MsDmUBa6MEmxTA+vdEXynQm1NlCtNam1hvQHMUoZPG3KSqIYwComOYvsXAhbMamSLikOufum4PHbwGX5+nbAymA3M8/YCkNrXSYjppSzL+Ah26MwOKjKCLTOmUyGhJHP9PQStUoFT2qiQLKwsEyz2WI06JNmQ2pRhenmCgiBJwOyXCNNhlE59WqV48fWWFs7w7FTF6i35lB5hucFqDwlzWJiFTMcDYmCgJOrKzx87hShJ/B9QVit4ksPozKUMTRbU4C18kvimDSLGacpUyunmF85WV7dou8lxJHNjyPxX5hyHRWrwlDMkrjzXvg+iwLmsY+SCJRw50q4a1LeuLLc9m2CYCt84R1OKhfwD+53tioIQCgWFxaZnZ6yPZBqjdF4wHjYR5gljMoZj4dkeULmzl2z1kTW62RpTOgbEDmb27sME/XHEVv/mA7zA6Dhj358LIK9De5wpP9X4soaQzQ3w/yzzzHa2mO8OTzM7rELomwkmiJDsFmt77LjPBf0rtzAW1llvtmw5sq6YGA4zkUB5bhM3v4x5QcxSnH96h0m4wmXr77HO1fe+dCC8Bzffnl5nueff4b2fptrl6+QpimTiW12FdRHledoY+WXK5UaM7OzgOb+3Q2yTLG6sEKzmeJJgUotl1zplDTJGA2HbG1vsbF9n95gyDiZIISkVq/iez615pz15HXm2RZPLyiNzlDbbqPW2L2Q5dVFaexuPO0ErJw+jc3qlcOo3XUrMlmtrSidswMsbO4wxmG79oIZh+27UoNiMziattgAYDX7s9RavhljCPyAxcUletv7ZAp8Xcgha2el6AKvqyqKWQlLz7QbgVJWC0er3PLVXTkgpAfI8vmFrpGWBcyEhYCEwkiD0LYoEtp9TwppAHc+Mk2eJ1QqEZVKFa0UjzzyBEInTDcbJOMYaQxLi8dp1Js0ai3yLCeOY/u+2YQorHFi7Qynz13kxNlHqTZnEdJDpQkqSxHSx5OHyZEXRAg9IQrrBL5PFAQIpRDKqmFGYYTwI3s/JIrRaMg4GWME7G7cpL3zgMWVU/Y6YUp4haLaMcUVs70SKWzQlhzKYdj5Bbe5S0rYzh7lokEgEVLj4R1phksOJaOt9GjZ6znktdqNo2geCOkGJsEoQaVa5/jqGju7u9RrNYb9MYN+F52ljEcDdna3mYzHVIIKC9PLJEODVhGz08dQasTO7n32egnp/wH4jRACz5OEQUAQBPbvMMTzPDclrlwsiUmzrKygf5jjYxHsAUovT2S5vgr1Q+H7NE6dYuH5p+n/zjfwxjZoCoeoKtdSLCiEuN96DsowBpJuQvvqFZprJ1DHMwpj7MPswHNl3KHnpm0Oakb9LmiPne19JnHMu5dfI3dGGVJIIt8jVTm+7/HU04+RphM6BwfEcUqaWS39Qv3R9yTjSYrSoNEEUZW6Cyq50ty/c5/19XXmm9NMTU8RBJETdbKBfntniwc7D+gOuyghiCo1KpUIz7dN3a3tEe+8c5VHHztHJQop2muWH24Dnq2gLP5qs/4iGz4M5FZR8uj1sdfm0GCccoNVbrPV7voV16bsrh7J7A6Pw5sfN0VZNOiklGRJbINUZCdVoyhkeXmN7Y11sl6fUNshsULhUhQYfgk3ccgYctmRUrlzm8I1UrWFt5Tl4hfS1NKTbsiIQ0jK9XcsnGPcc+zv7QZlu0lGGLJkwqDbJpuMGOUZvV6XqVaLqWaFZDKi13uAQLO4sEyrNUsyicnjCYGw6yOqTDHVbLC0tMLi0glqjVmkH6GyGJUnWBvBgGqlQbPRZGp6hnGSMhyPqDcaVMImJs+QWGE36VtWls4ypNGEgU+tVifseWjjk6kJ7377t/nkT/4nVKp122x3zKqi9yEKH4MSmjucSKYUDxQOPnNdDmmhrUI2vNiUCxjHVnOH/Q4hhBW0MIdzEUUlQTHNawyFRWhRgdhK0lJ1V5aPs7TwgMFgwGg4ptttMxmP2dnb4aB7gFaa0XDIQXuPyWjEwvwSzeYUN+/tcv3+FsPkjyeL/n6H+9pIIahVK6yuLPPQ+fOcO3eO42vHOLZ6jNnZWWq1GpWogud5aG1I05zxJGZvb4dbd25y9epVLn1wmbffef8jv/fHJtiXoidFtBbC4rEYpOcTtRosPPkUB/fuM3nnLtJYDFgK26AtQAl7HM7YekLZ4Ssl6N3apnvuFovnLpQloV2jhw1C4VymBMXgB1x7/wYrx04RxxP22ltsbm8BEIUBzWqFwWhIo+7zhZ/9KdaOr/Hqt75Op3NAmisyZ6enHT1USNjvDrm9vsPZs+dRaUpUrWGMYWYmR3o+d+7c4YO7txh8MCBPEijUH7OUNM8JopBas0ktshuB71ve/3gSc2fjNomeZXt7j+eff4LFpRkbtKRxwl9OebCcToBChMIUjdiCFeEU/orsXAonVSukPd8uqGotrPVjcS7BZcuU2ZksJSb40JUqhMuKn0kpicKQ+YU5PrX0GV58xaCU5uSJ0ywtrZDnMd/5ypdJnAPTYbP5SFVy5N9aa7I8J88UecHFV9ptFA56EAaMQjqf1aJaVFrhCSsbUC5Lt3kU7CUpDzN626dQpGlM92CPJOmhlaHT2UepJYxqEA+7xMmY2blZpppT+MJjEO+TTMbk6RhP+kTTs8wtLjM9t0QQVVEqJ00TRr0DlEoIo4hKvUkYVWk2mswvzLK7vcfBzjbpcMDS0jKNeo1KGCLCCK0FJtfkaUqucqQnqdVrNJoN1HCA1JrBwTrX3v8Gjz772bISKjlv7t7wnARcwUG30hf6CLjnEobyTHmlPIYomufF4J2DaWwrQNr7QytEMRiHcHFeY4x07MmjuH4x+W0QrhKQQtJqtrh47iIHB/tsb2+y197joL3H3sE+ySShvbvH1WuX2Fh/QKM2g9EJ9x7c5MrtawzjP5xk8Uc9vjfAnztzik9+8mU+9clP8cjDDzM/t0Dosnjh6m67wbok2NFRcQxCo+267w96rJ48+5E/x8ci2NtF4C6gi/laK1RmMwspPTwPanOLLD//CQab+8S7YzBHW45QZI+FpIIQEAibweVCokaKwY3bpC+MMCs2myzoZnAkUBULycCDjT3W729Qqc6S54q9vW36wzHVKGBpfp7dvV1m5+r8zBd+kmeefJ5/+9u/RTqZMJmkZJlGU4iO2cMTgkmS84u/9EUajSl+5JWX8cOISsUOWIHHQ+cjpqdn6fZ67O/tsbu/x97OFp7nMTU/S6vRIgiCEiOVAnSWMxiP+bXf+RbHVq7x45/9GbrdIc88c5ELF86UNDV7bjSFumcRpOyGZMtzy7zwyvF/Y3IQtldSwGQWkil0dopJWVslHKXHFitdSqtPo3LIlcEPZJm0UZxzPDzpE0ZVpmfmOHniDEtLy+RKU683mF9aRRnD5sZ97l+9Rprmbpz9aBZOGayMthtFnuVkaSGZbPFe7aoCu9Eo11dQjvVgbyilcqQfuqqz4J3bICc9aZlj7ma075mjcmOZNVnMcGCDfb9/ACh0Ok3oC2qNFsiQPM3I0gHxqIdWKZUwolqpcPz4SdZOXWRuYQ3phWzcvsp42CWoVDFGEYYh9TQmiqpUay0WllaohBV2d3cZjyfs720zOAgJ/MCKvQkQWiGlwAtCtFFEkc/y8gpeO6Lb71ExcOfKGxw//RiN1hzFVSn/39hKxvuQvIFB4JXZtzB24ytx92ILdj2SArI79Ps90q8p3sllYKUIm7bY/yHfH1eJu9hxlBAgLC12eXmFTzz9PJPRgH6/y+7+Lr1uj52Ne9y69h5b21ugPOJJj6s33uVBp/fvLdBLIfAkTLUavPziC/zCL/wCL37iJeYX5gmCwPWRlGVnZS4BsQsNKTV+GDqVXW2b2QKbkPoBCwu1H+qzfCyCvT00oDDClnpKafI8syp7zk7QCwNmzpxh+bnHuPu7r0Pi9EzK0t0cLjwAI/CkwBPaDZQIJpu7jPZ30OcvWpYCLjtzGVoR+XWekqSG99+5hDI5WZpjjGI0HhIGPmury3S7PRaWWvzpP/tz/Pjnf4Z//i9+ie3dHdr7bYajxHI/jgT6wBP4nlUIvL2+x9/4O/+E19++zCeeeYLTp04xOzOFEIZKrcWx4zWWVjJOnJwwnkxo7+1w0O1ZMSo0WeY+k5XzJNM59zb36Q1j2lcvsbO3w0//2BdIkpiDTpdnn3mcMPQdlQ7QlmqpTXFTFhk9GCd4JY3dOIWWpYyAxur/HKpdOW1yHB3PaKf8eIi1CiyXPc4MXt1zsgi/Hxg1xtrP+Z6P8Kx3cBAESM9yqZU2zM4t8PKnfoxu94BBPCZLrQCakI49ZEwJ5yitUbnF55XKUA7jL+CsgqoppUAoaT1sHUyltX2MlG4j0IBzJ/NKyz5ZTooWVFObvBqyLGY8HKBURpaMGfYV5Anzc0t4fsD+7i49qViemWVhfokwCGnUGyyurDE7t0Kl2iTLc7ZuX0d6kmpris7eLpPhkDDwyBcSmlNzRFGVen0GlWXMa8X+3i7jyZi93g5REJHEE5RR1BtNO8gVKQSahl9neeUYvtPQQQomvT4P7l3jocdfdr2eIilwNoLYpqodmJLl9xai0ELVH8LXbTfM9bzcT8rErqTIcgjxFOJ8RzcHx+KxSKBwjX1hNa9c4/JwPgOQEAQ+J9ZO8jM//gW2dx6gc0331jVuXH2Dg51dfGWrva3ehIPYkP570L6RwiZhU80an/n0J/mLf/Ev8fLLn6TZbDoqqmP5aYVSCRiDpz2UNE6Qz1YqVh23gA8VKOckJ5xE+Q9xfCyCvfmenR+3Uytl7fgOs3WNX6sw89BFunfu0bmyXS6acjmJw3xEufLPMyC0vRnzQcpw6wEqzwks3oApudQ2y4jHI65depvHnnyCaqVHHiuEoJRrXV6YYXa6xWjS50/96T/F5z/z4+zu7DEYpkzGI0ajlCxXvy/QVwIPX1qKX5rl9IZjfv2Lr/IbX3qVaiWiVq3SbNRoNmpMtZosLS6wsDjP4sIcM1MN5ucjjM7J04x+r0eaZYzGE3b327z7wV0+uLVT+mzutPf4pV/75/zEZ36KLMvp9fp86lPPU6tW7feUDu/miPKjgyWMw6elV8gVuE1RWMmJTNrGn1JZmYkVKbpVrHTnsijhESTKQNhgdnrOqkYWv3bXzpiCuijLqipJYjeNa/sM9Vqdubklzl94lFd6P8GNGx/Q7XVoTU3bTVQpF6TzQxmFwgjF6HLiNs9zB+EoOwlrLI9ZmQISsLROpXJneH+IMUshDsXvivTSfe+SSipsAFI6J4kHTMZ9BHXyKCRJJuSDhL3dDQJP0KjWOHHsOPMLS8zNLTE1PY8vI9rtXUbjLZZWT6FVyntvv06n0yUwOXNz08yuzBMnfQQaP6hQi+p4DUPo+Yz6E3YyiJMYKTwmaYKf52S5YRz38AOPpeOr1FuzCM9nNB6R7ysqUcTO+g3OPvy8HSR031diK1LpaI9FRXbYy7B/POfqJqTD7YXVzcHdjyVBy1VPlD0VB+UVlphHKwANKCurULx/UcUJgw34Bb5fvA8C6fvMzS8wPT1Nu73PtesRWmmiSsQo0ey0J/QyyH/IJucPOop+RBRInn7iIn/5v/qv+Ymf/BmmZmaQfkjBPHQppf1eIkTKkKB6OFj2oca2ZapYET+tXNWpSfPkh/psH49gX2TkNq10N3/RbS6wZF2mAdH8PKufeJ7xzheRexN8c6jD7ZJTDJTyq5441H0xmWG0sU4yGhA1GnahuKxf4FNy91WCysZcvvwOc7PLSM+QZxkLszOcO3uCeDLh5/7UT/PZz3yOhfkl3nv/Ct3eAe39Dkmsy6ETz5P4UhD6Ltsxloed5ZokzQl8GxhzNWE4itltd440rbAYszZEUcRMq8nK8jyz001G4wlbuwfc3dilN0xI8yLLKZ/KaDLhN3733zAY9siyF4nHEz7/+VdotprunDqZWffEYqrYQuvSkagdTGEfgNEGXziJCuO45tpmi1JYlooxCq3cliuxqopBnYX5ZZr1BrmrBDA420PBoVSDLid6KXFwuxGEYcTx1TWUysnSBE/6tA+6zMwMaDabLmCrEm8vNpAiyzLCsoGUzm2jmgJztg3+IxT9sirQgcL6rro+jigGrOw1spRDbLByssxGa9I0xvM8N0OiSPMJWRowGBqqQYU0y9jY7CJkyMzcIithxVodKs1wMmR/b5uHn/kUGPjd3/l1vvSlL/HoMy/x3LMvoDsbqEQTeoZ0MkAbhS88KlGVQHpUvZB6o86N69dpdzooac9rlifsbe6RJQlnL1wAKanVp5hqztDrD0grFYbDDslkRKM1Y3MCafsonstEi7VZ4u/OyN2DkjJ7FKMWR65hea6AUr2QQ4kJCophQectEgKVH/63dCLnxeZgLKVZOOcribH9fjv9h+f7tBpTnDl9nnj0Cs1qjfub29z+na+h3IDl4R3zRz8ElpHnezA3M8V//Au/wP/1v/ornDx1FuF7UJj9lI93A4zCs9TRQytnwIn75RbeUbkiz1OyJLFe2gXN90iy8VGOHxjshRBrwD8GlrBn5e8ZY/62EGIW+BfAKeAu8OeNMR1hv9HfBn4aGAN/0Rjz1h/6JsV1LzFov1xQxm0CRamoAT+KmD13nrnHb9P9+vuozAVy4bBAWwuijM3aPSei5rsSc7S5yWh/l+b8on17AeC50sqjUm8iMNy/dweVKdbv3eORi6+gtWJ+bplUHTBJ+jz6yEWajQbdXpswjNh8sM54lJPlOfVqROA5Aw2ty+CWKdu0VdqQpM62D4F2UjU2g7GXveCyK2XoDyccdEdcu7tlg2dxw/EDlqrO+dZ3v47SiuefeYnf+Z2v81M//RmarRZCa6QuzEUczi5dsHcQl51BsBMNxmV52lhoQzqLPukWnnaDW8Zpz2gBWglyETI/t8xUs2VZT6V0gYUDyqlXBx95zgRGm8Jm0MIqAkmlErB2/JSjURpu3bjKzu5OmW1jhDs5lLCDvcecvtKRrMkYY1lV5vAcFkEs1wqVK0LlKKTCKzVgir24kPPVTgOptEW09w3VSgWdJzQa0yiVEoZV27AUCt/XjMcJN+5soAw0Gy2CoILvRezv7TG7eAwpBO+/+ya/+7WvMkwVt669yxPnTzPXmiGqNKlWq8TDDjrPSVWCp604YG1umSjJCLzb5EpRrdeYmpkhnyiuf3CN+cV5xv0+YaVOqzFHrdKiUq0QpwlmMOTujXd59JlPO+PuQ3c3ITx3be00tXATsQV7rfAtsHC+O8clpIrD4V0SUMKvusT17ZKwkVq7Pg/G0aKNQRrtKnR3fR0LR7hrJl2jXwqBFo77aTRhJeT82Yc4sbJK6AfcvHObNy5d44Mb9/9YMvsCl68Ekmeeepy//tf/Oz79mc9RrTfs9J84ZAke7i1FBm9ZZGkc0+/16LTb7O/tsru/Q3t/j/6gz3g8ZBzHxJORo10qBBJf/nC5+kd5dA78N8aYt4QQTeBNIcSXgL8IfNkY8z8IIf5b4L8F/jrwU8B59+cF4P/t/v5DjiNBS7hGqU0k3WFV7d2YpoVmalXmH32czr0N9m51S5afObJ7Kux973vSqWbajCze7nBw9xbzZx4irNWt8Yjnu0VtMeXpuRXu3rrEhQvn+fY332Rr6x6e9AiDCs1Gk7MPneDMqTPMzy3y6qtf46C9z2AwZnFhhng8QZscldlmS66LaVS7+6eWQEKmDF5uaX+Sw5aBdlCAMQItNJlSZSV3tK9QZgolJvr7j0wZcp3xrde/QRT4iMef50tf/Bo//YUfpVqtFsSGcsOVnrQDLNhtqLgmmKKRa8p/F2JZQrgmoJQueB8qRub4TM8tMTM1g+f5llddlv5HAj0WFpHSs4Jwng+uArAceWsqHhJQrVQ4sXa6zL7v3bnJ7u4uzWYDo212X/C3CwzYwggu0y8hKZzhyaEgbzEkpbTVry/ZOrisUlpguJj81YU1YqHAWTg+CY9KtWZNVXROmhoqUYVWs0Wl6pPnMXt7HXKjuH33Lo3a69TrdVSekcRjFlbXONjb5LXXvs3FJ16gu3mNc2fOs7Q4T+jBzMIqgQcqGQGSTOWgIKhUCKpTdDv3yJKMmfk5Vo4fI/Ai7m3cZnq6ydrqMUaDMV7UIwhreLXANnN968B199rrzMyvcPLso3jOYlM4vwajIEkza+U3GjEaDplMEtI0dTMWdo0Gvk9UCajWIpqNBs16nSiKHGwGpfKlu/GL9WDvdofDW9DeAjNaIZIRctzDTAZobX0jRFhB1qeQQeDWoSUOlLeGsIyier1OrRKC1pw8vsYnnn6c2/c3GcaFUf0f7ZDCWlHUIsnzzz3D3/wbf4vHnnoGGYR/cObt5DryLONgf49bN69x5fIl7t6/RW/QI1eWbKANpGlKmqWkmZ2Utr2nHBwt+tA456MdPzDYG2O2gC3374EQ4gpwDPh54DPuYb8IfBUb7H8e+MfG3sXfEUJMCyFW3Ot838MOs1v82HMGCWjjMDnAmVNbZMEyaJorq6w89SSDza+j4wIFM4eTtcbi9iEGgcISmyRqlLH7wSVOPPcy1WbLsX18J3hmS9Xr168zMzXHaHgXrXLefvM1nnn6s3Q6MdVKi+mpBWZml6nXmlSrLe6vv8nLr3yCMPR45413aO+3Uco2+bLcOMleSeh5SKmdsqUm1x4+lLr9JQXRfRdjDJkzWi+sUuWRgF+Eyu8dsLCl9CHTJslyvv36q0xPTSGF5Pe+/A1+4ic+QxgEbqN0FMNC6AYctOIgMo7AFAU2XQR/sEFQS1uOaoEWgjQ3NKcXmJ9dsBovxSCIKYbfypKuxN+KzNsAWZ5ZO0AMaZKQ5xnGVAGoVWucXDuNUpokSXhw/zbt/T2iKKAS+Uc+qwsZwmmzaIWQ0hriGI0Wwop+YcqhKqUyp7vjMFJXJeDUNIts1Ljgbg20LXxlMARBBeOGhKq1Bn4QgGnSmpqhVoloNBo0ai22NrfZ3T8gyzzeeud9Wo0pnnv6OarVOuPRkOGgT+9gi8dPnOaVx/40i6vLRKGH74fUqg1MnlFrzJKMh2g8jAdJntG7f5OD/T3q1Sonjp1mdnaZzZsbNKemeezlF6lMcga9Pl4Y4AU+XhBS+On6nsdwNOTy27/HzOwS07MLjEYTOp0+u7sHHLQ79AcjJqMJcRpbqKuAUIRwlFu77pSxshTCQBR5tKYbrK4ucurEMRYW5qyPgynWqlMn1QbSMWp/C3Wwgy8Ffp5APET39mAyIJAKcsV4r8MkS1FBlZm1s1RPXIDFk8j6FEJIcqNAK5f5U17HVqvJpz7xMpeuXOeNSzfJ9B893AshiALBSy88x//zv/+bPPb0s8ggpMxo3AsXFeDB/j6X3nuL777xTa7d+oD9gx2SNMMYgSdDAt+6leW5IUsTkjQjzWLyLHO9KOMgsg/hPh/p+KHqACHEKeBp4DVg6UgA38bCPGA3gvUjT9twP/tQsBdC/JfAfwmwsuw8OrUNGtLzKeRv7U0kyv9GOoleDV4lYu7seVonPqBzfR+DdBaFOKYN5G4yVApTjH4gtKR74w6dzQ2mV46XGVsRSMfDAa9/7Ut86nOfRRhNrVbl0vtv8+ILn8doqAQttDEctNtkqSEIIvr9EQiFygWLK/Ps7e6RpJmbKrWLzPfA9z2kUoBCmyKAG7t/GZv5G6NRTntEG4t5F30NC2UX1MYP0zo/fH4ls1PTdPo9i18Dozjlm9/5KjOzi9y+Dd/59pt86lMv4ktZ4tUlqwlKdozBilQZc2gFqN0mYmmH7slOdEwLu0FVGtPMzy06mqhyUgmF1AJlllP0W4rVq5S1AMyy1DFiPNIsIYljqrW6DQxGu4B/ijRLyLOMe3evM56MqVVDR63UZe+n9LQVBUzmoRwkYcAasWscdOTWnD2RR853AQG5jSFXpbIo+vC8hWFEvTHL9uZVqtU6gR8gZUgUVkjiMRhNFEasrKzQ6/WJJxmZgjfeeYuZmVnOnD6N7AmMVjz95BMsLkyxuDxLo1nD5Jp6rYFRKSpLwUA6mSBFQBhEbG9u0Ot0mFs7xsLqCrOLx+ne20OpnDPPP8eou0/v5l2SJCVJMibDAdLzUcqQK40RoHLFeHDAd772awSNC/T6CaPRhOGoT7d3QKfbodfr0ut3iJMJeZYi0ISBR6Vap1Fv0Gy2aLWmmZ6apVZrAD57u0MerB/wxuuXmZ9v8fDDZ7h44TzVqAIqQQ/aZFu3Se9cRvT3IJkgohAZhQRhBECWjsnzHGEE+bBLMuwjpWTc26a6exNvZoH8+ONw6lFkCFpnlr6JLqEiz/c5d+Y8X/j8j7K1s8/93c4fScpYCku8eOn55/gbf+Nv8fDjT9qMvojCLmRNRiNu37zO6699nbfefY2N7XuMxiPiZEKaZmS5RmcK7eQ6VKbJMkWaJqhck+faOd1ZyOf3TSV/xOMjB3shRAP418BfM8b0jzYbjDFGFLXuRzyMMX8P+HsAjz3yqDGOLVHYBFrlSxwV0ynv4bmgaBt6Ph6V2RnmH73AZKsDQ8gxBC4TBYEyArQuS/dCtjXbH7B/5wZrTzxDUK1SDI/IbIK49i3M7j2++ZVvcebCSZCGbq/DrdsfMDdznCROQXnstdsMRym+H/DiCy8Bgm9++2sYJLVWhXGckpca6xYiMeIQawfb6HQDgQ5acKMpwubTnpBIaSzjCoMyEBwShygGgH7/+dWM4xGLczPstg+ckJThoNfj9e9+jR/7/M/z1jvXWFia5eGLD1l6oToUJSt4yzYLtwHazgzow8B8hDkgtJVAFkaS6RwvDJmbnbdqpqVkwZEJV2M3h0ObQMd2EpAr20A12kcpjZSCPFOOnWOQouAiS2q1GqdOnCWNJ0zGI+7eu85oNES5klfpzA6hlFWIdIboNkhrl6mXn9HtegWWatd+sQ0dkVRWjt1jnFwD7pwYyxo5eeYiD+5fYTjsEQUeve4uSbKAZ6yPbaVSIQgCZmZajMcHIAxJmvDtN16jNTVFJYqo1mqcOnOW5tQctWaLMKgSVEIktvqQnk86GdHd32VqdpEsnqDJWTp7jLmlNerNRUYP9hgdtDn3ygt4UQ1xMCQOaiS+JMszUJokGbtx/BytHDxgNP32Bp2NNm9+sMGd+/dodw4YTUZkeY7RhkpgHcRsAAJPSjxPEPo+lTCytNBqlampKZaXVlhbO8H09AJpqtjZ6bK58Rrvvvk+Lx2vs6Y6iP4+pAlCpfYOznKSPEWaGhJDEEZEUUQuIE8yqpWQ0SAnG48wSUggNCuVEO6+Tvv+W4SnVgjmF+jlkiA4gRChowR7RFHEs089w/qDDf7Vb32J9mDyQ6lcCiDyJS994hn+x7/9P/Pwo48hvaAM9AYYDQe8//YbfOWrv82Vm5fo9TpMkhGTOCGeTJjECZNhQhLnJHFOlmqU+vAU+CEEaUUUy/huuQU/1PGRgr0QIsAG+n9qjPll9+OdAp4RQqwAu+7nD4C1I08/7n72/Q9TeHxmgHA8ZqsZXljNFcwJi4f6GK3sRGdkmD55hsHpe7QvbaJ00aC1GbNGYNyAglD2OQKBzDTdW7dIRyPq04cqkcGt1+n93i/xTJjzD7/1KkE1xGjDdLPFd779Kv+nX/jPSeMByTAjTxNSEdCamuHhixeZml5g9fga/+R///vMzS+RZRm9bozO7Ri87/DKo1ibMcZR+AqGShlWLP5dNpzs42yQKeNwef7+oCNOUgJvzOrSAlu7eyiliVPN5uYDrl5/l4cvPsvXvvo6S0vzzM7MYIrBIRcIMWBEbsW/iuEZisk+DzvWbgdgjAPijAaFx/T0LLVqDaMVaZYzmcT4EjwZWIMYWQwi6TIL16YQ0rKMF200ucoIQg+lrZCVVsr5ChdB2jY3T5++QJKkxPGYPO3brEgp29wtoCO3qeoSD7YBqjAaLyoZ4aqbsrEonSqqHT12n1eVEI89/a4MxVZm03NLnH/4Od5568vEaPr9PfJ8TDWK8L2ANKmAUdRqdaLqkAhhde2HQ9774AOmGk1qjTr15pSVNghC/MDHd/o2XlTDIMi27jLs96i2ZqhUAuZq83hRhCcDBhu7DPb2mblwhunFVcb3twgmmqmFRUTeR5HiB3ZDxWiSNGEymZDlOaGxWLSv99l6cJmb97Z/3zKLsyO5pbGzMUJBkmlGcUbgjen6HnsHezzY3OD6jSssLS1z9tx5lhdPMB4k7Oz2+fV7GzzbGPDwtKThibLRKrwAkyVkk9iKnymFFwRIBJ6AVr2GZ1Y46OwxHvZJRhO629vMLC4wK33U+zfRwQP8cEi8Oo23+AhBcBpJBaMVM1NT/NiPfJbBaMhvfvVbdEfxR4qfAgik4PGHL/C3/vbf5dEnn8HBEhggmUy49O5bfPn3foPLN99nMOjZTD4eM5mkjPoTet0hw2FKErsAf/T1D1tx7r/d0KM2NuBj2SqH3tEf7fgobBwB/H3gijHmbx351a8D/ynwP7i/f+3Iz/+KEOKfYxuzvR+E1xutMSp3WiUG3wvwhCzFleyD3ASo6/gjBMLz8IOQsNFg6uxp+ne30X2XmdlPjzLC8acLAQR7sTwjmGxsEXc6iNU1JIZKb4v6zlWSSUyQpLz41EXu37nF4vIK8wszbG21uXr5PU6dOMNk0GH7wTZLq8fwg4jlxSXiLOe5515kNBzyi//47zPVmmN6BgbdAaP+BCmspvnRm8aYgnVjR8Ylxg0I2e9Y6FhbTF2WJZzgyO/+wAtXnjaEUawuLvBgZxcw9Mcx165e5fTJc2Syxjde/S4//VOfPaTJIUsYwwi7ZZb4P6acZiwqLOM+s8QjUSlCetSqDQCUNnT7A65dvsJM6DM9NcXUyjGies3FR5cpFwFfF0Ml9nulaUqlUiHLMvb2tqjWpgiiiMC35h5BEGDQtFpTnD59nvGoz/aD26RZTp7lFIJsxck2zn1KFVIQji/vCQ/hFZ8FcHBVUelgdJnp6xLLN6U7VtnDKIEpOHfxadJ0wvtvfRWtNHmaMEzHBGHFVS4xQkbUGxWU9lC5IUky7m+sc3NxmWqtSiWqANoqVyYC8pyg0sRrzJGPe0jpk+eKHINfrYGUaATte1tkccbc2dPMX3yc0Z3b5O0uMpD4UUB1HEDo4BEhEX1b2Y0nI3fNbSbZqlf55DNnubPZZjjJPnzffu9yE4UJvW2rUbKWIMsUg8GQJLtPr9/jzKk2zzz9PF1P0lWab/QN742HPFxLeKYGtaiC50lSDHmW4/s+WuRO2Mi+qNCaauixMDtPGxj2O4g8w9OKxswMgeej44zGwZh8vc1oehf/4TsEcw/hyxWkDFhZWeHnf/ILeL7Hb331W+z1Rj8QHPGkYKZV46/93/8fPPbUMxaGFDZp2Fy/z2//9q/wxjvfoT/oMpqMmIzH9AcDuu0O3YMxk1FGmpmSVfeHESyKNQoWNlJWGcJWuz+kR+5HyexfAf7PwPtCiHfcz/47bJD/JSHEfw7cA/68+91vYmmXN7HUy//sB72BUTnkGZi8NDvwPGuArB0TpVTeE8bS8lB40qcwU6ivrDL/8Cl237yN0AXK4QS6jLBWasJpKGExfNXuMNrdwjt/nsbeFarrbyEmPVZX5rm2vseTD51m45tvcuODSxw7c4JKFPHuu9/l/LmLJLHPpD1hNNVHCI9Js4XSksFgwE/+5M+xt9/mt37r15idnSZfSbn2wVUm48lhpll8dwcZGINTqjykm2pxmGmDcIS0w+cVjbA/cKE4RoLRmiDyadSaaJOzu9+1jaJeh6vX3ufZZz7N9ev3ePSRDU6eWCuDujbGLWBTUthwGzBYGqaQhawtOGsjtNZ4fojvFRr3hqrvsdBsQDwmS2OUazbFcYzRBs/3yLOMPEvIVYoxGs/ziILITscCWZayu7uNNj61egtPSqq1OsvLq9bpC8lUa4aFxVVGwy5FALYzG45Bg2ukls1lu648p4ekwNFQDQand+82JC2K8lof+YO7Po6NU/wA28uQnscjT7zEzMwi777xuySTNp6nSZMEIT2yDJJkQBJPiBNDFNUZDUdgBK+/+RpRGCCEh++FrheS4nsBQuWYPCWPR5b1pVKUyTG+JMtydu9sIL2AY49cpLG0xODWDfzcR0ahZarolGqjQlir2QTKSIIgJM9S4jQhqFRdpSvxfEG1EtqhqqJR75aYAGvnV6kgpSDwPcLQJwgCgsDD8wRC+mil8aVPs94EIIlj9vb3eO+9N3nqqedQKqNnFO1hxvvSUJEZF/WIeq2OxCPN4kNeufSQjpVnjeY1HoKpWoMsSRjEY6JxFbShPjNFWK3RrE5TzayQ2P5rl9gK30ccP8ni2U8RVuY4vrbGz//UF2jUm/zGl7/Cxm73Qxi+ONJpFQJCT/If/Zk/wxf+zJ8tZbOTScy1D97jzvptPrj+Pt3uAWmWMegN2dveo3PQYzRMSTNNlh9Spz8K9m2r/4I2d1jVF6SHj3p8FDbON8p3+f3H5/+AxxvgL3/kTwDk4wlZr4upVvC8ECkN0gvxPJ9cZQ5e8OzfWjvIwE1bYlUlRSVi6cknibf2mGyMOJRkEmRGUCkatKL44ho1iunfu0WwIKi0r9tsROfMzk5zqgXta9+hf3+fxz79Ehcunudaa5OrV27y5d/7bX7kU5+h35vQ2+pSO9Nkb3+farXK5noORvLTP/Vz+H7AO+98l+GwhxSeY+aoD6lJltCIwwwOXbLstzRCkrsLWmpEGVPCPd9/sRiElGRZxtzcHLs7u5w5dQqtb9PvjUiSmHv37vHoo30wEd/6zlusrq4S+J6DcIrxsiLbL2oiJy1RYEkArtcCVtlTxSnj8QTft6wqLwhYPXUS4wwhwloFnSvu3LmNEJIzp08ThQGeJ6lWqgRh6JrbijS1cq6Bbzf/wA+o1etOolpa6MA1iaUX0GzM4HkhWa5QubEyzsZqLeUucVAKVH7obFXcytpl71YsDdeMzlEqc4853JiLisQathxuBOVpctfPkz7HTlxgenaRjbtvs7V+lXZ7m8FoQDIeMBxm9LoTlII00sSTjCTpkyYxb7z5moP+DEvz1m6vEtZA54hkQp4mZIml5mmt6Hd7XH7jLXa293nucz9Kf2+X+O429eYicn6Gie4hqx5BHuKHIZ4IUErjBRGB9J1ESU7Vt6YjwrNmv3ce7DOMMwd/fXjpjidj4mSCAMIwoNmoUKNKmhrCIGKqVWN6roUQkCvF/NwSx1fXQGnaB7vcvn2N48fPkiaWOrqz1+cbtZjqfMQ5b4LQBs8I8iRmnGdElQqVWgUQBGGEEJLxaEKW5VTCkCQesn+wB1Oz9kJNG/xaA6E0zVqVZrPBwmjI/ctX2GpvMP/kT1JtnWNxaYUf+/yPMTU9w29++ctcvnmfVOnym0phoSNPwmMXzvNX/9p/Q73RxBho7+7yxne/yerxE/zkT/0pZubm+Tt/57/n7u3bDPsThsMx8SQjTTWZcs56P0RD2BXSLqM/FEnzpEeSZT/o6eXxsZigTQZ99q68z+zDTyCjuoNyfOsm5W4g17YsS2TjNFhK3rmU1FdWWHj6UTY730WPcHr0kGurY+IJhTFW1EoAvlDMjdep7Sl0nuBXq+BJqvUKx1eWWZ6a8CNbQ3aGmtOnzgI+vYMxN29fp9Fo8sRjjzFoH+BH20wvLSCE4NbNa/zqr3yRl155nieeeBaVK/7lv/onKJ2RK9skPXqhizLX944M+8BhIHWMP1GiESWaXDYLv98hXK9jf/+ApZUlup0+Z8+c5d69dSbDEYNhn1u3rvLYoy+yubHHxvo6J0+esGW8KN4LhwU57XZXrtqs3wFmBW3OQBwnvPfeu2itCcOQKIqoVCpEYYVq1cr2npyb5aBzwPXrH+B7ktXVFWZnZgjDgCgKqVarDAZD8jxnMhkzHo/QWlOr1KhEEbMz86XFndKKLM5KlpAQPrnSTCYxeUuVfR9V8uctHdY+VzsRRu2mmpWTSVBoZdxzlJtaLOwdZYnrl1m9o17ayssJgjlbj4JrXW/Ocu7hF2i2ZnjvrW+wd/syaZzQ6aSkiUZKyPMJcWJrOM9o2vttrlz9gGptCpDMNmMazdxufMaQpSnjyYCgUkWrHCkEp86e5eSZMzQDYDJC+QE6UsTjNl7NulYFfg3yDCmqGCOJsxi0YDwaYxCEUUQQhBgB/f6Yd69tlBDW9x7aGIyyDJEksYGnWq2xsrqE7weMR2Nu372NLyWrK8cxJufq9UucOnGaz3zm87T3d1h/8IBavUkSJ4SVaTa2PuBS6zirYU6gUqSxMzIqt6YuyaBPICRhJcKvRLRaLca+JOuk+F5IEvdod/cQcpHRgyHN5jRhpWpnEFohU60WF6KQ7mjIwbtfIj6X4c8/xMzMDK+8+ElmZ+f45d/4dV5//xq5KlIe8CVM1av813/lr3LmoYcwWnP9ygd8/etf5MmnP8Ejjz2F7/t86pOfZ9Qf8Ff/8n9BnCZkaU7iAn0B23zUQzhoTLgp5oJCHIUhxhhGk/gjv9bHItirJObal36DJ1pTBDWr5GaF+32bnwtT4sna3lUWUhAeQjgRLKMQgcfCI48Tb25z8M49i+u5SVCNwROW0igwhAE8/MIpnrswT6UiIZzGxBPUZIwQHrV6g+FoxMurEd/KNDsbu0xNNTh1boHNzQ2uXnmT2ekZluamaN/fsjoVxyTNVpOtzdfZWF8AYeGImZkZFuan+e5rb9ts8ntPgNuxbVlWaIkLx0s/bFAXODbmUDK5jLLfc9g1ZYvu/f0DTp48w9bGNdbWjrG4ME/bSDIVs7W1yWOPWn39Dz64wbG11bJBauwHc5mstt6hBXxRsIqK6TenWe+HEcsrqyRxQpLEjMcj2gd7dLtdPM/jmadfYmlpifvrt0mTMUG9waDfZXZ6xm7jjt2TZxnaKJIk4er1y/R6XZIkZXr6TU6efAg/CFyWrhz/3gb78XjMzu59mi88y9LCHDi2kt0MTMn112WvwNEolbbYd344IFVosyiVWdhQ+BihSyJEIZngspHDJq/t6mKMPYtFYSRlnfnlRzh9PqXbHbC/+4AsT/ACSSUSJImV0fCkhaDSyZjO/jbrd68z1WwihSTJbQbrCY8sj9E+rJ47SxQ1aE7NMr90DIwhyxJylVkhOJEijCGsVIiqDTwjUFlq4Yc4JknH9Ad99g72CRo1KpUqYRSRxBnXbz9gY6f3h6y0w2pTYweutrZ22dvbpxJVmF9Y5bEnX6QS5rT3t9ne3mR5aYW99jZf/urv8rM//fNMz8xz48ZNhCcIogpp7nNj74DFUcbMaI/l+XlqQWC9K/IED0vPTocpehITVKs0qhWqK8eo1Wrsb2uG3Q5bOzu0mk3SeItKpUZjao5GFCB8Hw+P6aBGMzOMrr5Gb2aDfGWNsD7NxYeO84Uf/zE6vR7X7m6X0KoAXnrxJb7wZ/8sShve+PZX+NLv/SaPPvw0Tz39gh0Yw96bo8EIL/BRk5g0Ndbx7YeAbo6EBlsdCzt/VK1U8Hyf0Leqt53+4CO/1sci2Btt2H7zPWZWjhE1mnhzC3ie/ULyiIu9m6dEmRxPhm4DsCJZytH16rNzLDz9JMnOPvFmH5Bo19z1BHhCM71Y45kfeZgzF48TRCE6z5HaIGWADkL0eEKtGjE0gplmhdWta9z/YJGXfuoFtBB8+xvfxQjJtevvUn/mRXwMnfUd0kyxduo0L778FJPJiEol4qmnn+HylTeZTAYEoc8oyT/03WU5Sn3Y2jucTrVNWc+j1LQvKVkf4bBj+3Ziu9ObcPzEcXZ3d6jVa0yfPcOtOzcZjYcMhh08r8qt2/cYj8bU6w3nYlXQMZ02ji4akBxuNMZuAkgPozTVao2LFx+lXq25prMmzVL6gz6+DKjW6wyGA27dvkEQBFSrVbIsIctzEMIqXiJKaCJNUz64cokszZCeZGd3i16vy4kTD+GHPlmaUqnUHO7uUa83WFo4Tp7rI9OI2soxlzIKrnDS9rxbzXvlKJ/6EKKBUmfHCiBnFOJgh8qdwq1Np7HkBPUK/n7hdlYMigVRjXMPf4Kp2WUuvf01Ot1vEIWGas0jP4iRfoaQkrBWoTkVcfzYKZaWlgkDj1q9BiKg3T0g8CWBL4kqVaqtKWq1JlG1jpA+Ks/QJkN6Ecq3I4bW5tHHMxIvqCC9iHjYJ1OKXr/Htds36E8GrK0sUq3XqUQVDjo7vPbubTJlN/UCNf4Dqb64zV87p99MgZnQ7W9x+07EsZVzHF97iNm5Kg82HlDxq6Rpwr/+1X/Bn/m5P09rqkVnfwxSEFan2LpxhStTVabbHcancs6szhFKSeSHGM9HBJGdjAd0niNGOX4UMDc7T6PWpHOwx+7mA/r9LpUgZDQZMI5Ta3EYhOSTCeT2ulaCgGq2Tnf7MuuyS1vUOHPuT/NTn/0cvV/5dbY7QxBQCav8xf/sv6Bab/CV3/1NvvLql1iYXuFHf/xnCKOwTEhf/843+N/+4d8ly53k9ffIm3zUowz0nkfge9SqVYIgpFZt0qjXUcrwYGfnI7/exyPYI0jGsPnNb1GbmWXp+VegVnOli2eze8eosRirdCbGFlOUnu9G2wXCkzSOn2D15U/w4ItfJR9kCCRaQiWUnHxoiec/9wQzizMWBM9ze4OkKdJTeH6A0iPCICCqNViqVFgZ3OTB5k3W753liVee5tHH3+Pq1btcfOIR1rfvs7ZyAt8YOhvbSGlYPr7GaBjje5Jr1y8jhc/W9jaTOP1Q88MKdB1yZ402h3Z5uAEkdci4sUNYxTCTfc6HKJjfc0gpmZlrcez4MioLOHPmOG+/8Tqrx45Tq9YZjobE8YTxaEir0WA0GLO/u0/9ZN1l2AVU5Dw5JSWEZBu2R0zZESCs8JvROXE8QkoP3/PxPenG5at4XsCtO7c4aO/RqNcxRpFlGUlWTK3aBZ7nin6/R61S5dzphzh75iyVSoU8z5ifP8Yjjz5LVK0xHo+Joop9jjJkaUZ7f4vhwb1ST6fk2BfNZGGH7soBscLesHRMPMzYjWMJFfrqUgiM59ZjUd0UuL/RbhMQpSRvscJBODlkge9HrB47z/zCcZaPP8r9u1ft+ZhWnAoq1Ov2Zp6barDUrHH23BlaU1M06nWk8RiOU2KVgG/9GtI0R4gxAH4Q2vsmCtC5Rhor3uYJD6ENWTzCC2sgIUnHdDr7vPPeW1y7e41qq8HMzAKN1hSD/ogvvfo2dzfbZZA/HK35g2c7ijVrlOvpo6nVq6wem6fb3WMwaLGWpJw+c5pOew8vqLK+vsGv//q/5uWXP0sYtRmPYny/QtqfcFCrkgw80rsDokCwOjtFFk9oNKYZTwaY0MJ60nkcqzTDM4ZKELK0skarNcPe7jaD3gFSGw7a20yGQ6r1GkHoU48aBNLDpEPEeMLM1BRVvcTtvV3MYpfnn/4EW9vb/NbvfZ1xkvPKiy/yymc/w1e//Nv8xm//CgKfH/+FLzA1M1MG+vV7d/mf/5e/yfbONkmSECeWeVMSwv6QOHj08D0L/3lSEgU+URhSr9ZptmaIwoCpqRnyPP8Br/I9r/lDPfrf02GzVYnp9rn/td9FV2rMPvwYHpbRoLVCO6OIop1mNVxssJGeM00wyhoyVyssP/E0eafNzjfegkzTnK3x1KcvcPqhNXxfko/GSC3wwwBUhhdFqPEI6QfIMEBnKdNz03S2tnnioYd58J0r3HvrErWK4smnH8dk0G232dy8T7/X47knXwTa7N/dQivFsVMnGfb3ufTeO9y9e4f7d+8ThQKtrY1asWtboSkrSlBQKT0pUdpKR2iXJWpjSoaAOPL/uNf5g7KGF154jmeeeZJbt29zsJ9QqdaZnpki8HyUUjz+6BNcvnIJT0IQWMXFzVs3Obl2HOEFgFMmEZTvbQrHbceOEOKI+5STJzYam6mbhBSchrxB5ym5lty8cRmtMtIsYTQa0u/3yVIHxbhKzcI3Vzh/5rw1EZHQaNRJ0xQhcjAKT8Bw2KfT3idJYjvdebDPeNzj7PEVF+jVIdTiTpuFX1zycITyWZzTkmLqznuR6RfZuTEFP6MYECuat1YiodiNrTDYoT5K8e9iY6xUmzz17Cd54qmX7Xf0fLRWhJUKaAtlChSByUBoBmmOMh5z554jT8bs33sHo0d4fgDCDob5QWA9HLwAIZxGvwH8qoUCwhCVJ4xHffba27z13rtcvnOdE2fPc/bsOaZnZrl+8x7//F9/kUvX120jHFchFpRMe5b4PjC+DbwGjIJHH3mK1dUVDupDBn3B1lZMszlgdmbOzg54Id/51reYmVkgDFpOO0kSK8P93oCTgYRBzvr9IXPNJmrUsXBGtUZuMnJt/YOlcAquQuORIT1Fo1GnUjtDvzPL3u4GadJmd6dNEHaYnm3AFAQyQAKBVOhOm8rUNBePHWfz1rfgxDO88twnaG9tcP32Bn/hL/wnvPfOG/z6v/0l2p02rzz/eS4++jiFc1c8mfAP/sHf5dbtWwz7PfI0d/DND1eRg7UolVIQCEkQ+NQbDWq1OlNTU+XG//1YM9/v+FgEe7C6iijF8O4mt778RYgqhKsr+MJD5bm9UTybPYFwAk3CldVWMjJLE1I/IKpWqczNsvL8iyQ72zSzIT/y08/SqkVIckxutdr9Wg2TJnZQZjRGhhH5cGAHhpD4gSSQAqkyPvXYGr/42vu8niU89dLjbN69SdicotVo4QeS2/dv8NxTz9Peukf77jYqVxw/c5qL5x/i5Vc+wy//8j/l7r2r9DpD2vsDh/EWsqg2YEojyqEJ5bJRizaYD2VSBX5fksKMKYRiy+PkyTU+/cmXaR8cUK22qFbtlN6p0yeZDHJGkz7PPPEM29sPiKLQbjB5Tvvt75C2FMFjLyPqLQcrOd570Sw3GmRgcWmH2QvXrBRFN9kNK9k/tlxO4wkPtnbZ2ryL50niyYR2e484STm+duZwWAv7Wv1+l263x2DUx/Mky0sDpqdazLSa9A42ebAx4uvf+Dq7u1sYoUjjmOFoxHSzycnln6GU3Dg8U+UEsFK5tSlUTt/eBf4CQit5/0o5jXphNwe35iwOL9zUt0G4W6kcCpM2mzauSig8fO1jisabFR7Dp6QWSs8mOH4QWqcwUfDK7DUPpDVOqdSnCKIq+/c/oNcdUK36RJUMGXt4vnttz14DT4SkSWrvFS8kmUzY3tzgyu0bbB3s8eiTT3Li1BkazWm+/s3v8o/+6a+wvdu1sJOHg0GNa0wLO+SDcMN03//QxjAcjqlWKsTxNrXaNLXaAgcHI6anWkjPZ2Fphrn5Bb717Vd5+slXrPy0VvjGsDmYUKlXWJ5IdnuC0SQmSDP6vQ5RpYrBGhpp5bwvMBgnMuhLgUkTPD9kZn6eqFphE0Oe7ZHmhsxoer0OQoHvCyq1JhXPivjVF5Y41qwhbnydsajxCyfqxOdeYGF2mn/7O7/G7t42HgGf/cxPEIQWO9d5zte/8kV+7ytfotfpMBxOmMSKTH3/TfEHHQKBH3hUKzWiMGJqapqpqSlmpmdoNGrlrMhHPT4WwV5gs4ZcWQ363tW7VGa+xuLLn0S1agjpk8vMaoM7KoR0U42F+JKUng32nk+lVkV6gvrKMmc//RJnxC51odGTEV6zDpkhH48RvnNvVyk6TpyZsYfK7Sh6lo6otqYY7OwwHwb8wlOL/G/Xtli/u8yJE2u8+/57NGfmmF86zjju8f7Vd3jp6Zfw12+xfnudYX/I8bOnSCcj/vyf+wv8o1/8O/jeHlmaMRokSCkIA7/UCrfJpQEp8FNNqhwV8HuzAnGEjmUO/y4e40nJqZOrvPve2ygtgSp5Zqmr84sLbCe7xJlmdnaOlZVlojAiTVKMMYwnMfmV11Cbt/Cf+BTe8XMQVGxFVQREN9wlPA/jJH8pXY0KNUhrsoBWrhowTMZj7ty9Qpol+EaSpRnjScru7g77+zu0Wi3ieEIcT0izjO3tPfb2DhiPJwgpaTRq/Pmf+wKPnn8IQcqof0CejmnUqoRRQJplRFGFKPSt/IHbUYvBKo0diDLaahLl2lJFywZj0bB1Ughl2l6cdGllcwvRuqK6KTJeB9I7epw8cp0K1tiR/zYFZ90Zd1NIfLgKSuvSc1Tg9K8dK6OoGCqNGY5deInu7jp3r75FxU9pNStElQpeITdiDFmWk6eW8ps5eKzT7yGqAU8+9RSLyyt4QcS//JXf5l/+6m8zGidITyByqyAJlNpRRTWDu2d/kKbMg80tTp5YYXd3h8XFkLVjJ+n1fPJMMBmnSF+zvLLE5cuXOba7Q6XSQOcZIZphmqMXKmT9nP1UM5mMCYWxBjBpRi4FKk2pNupkWYZKM0uVnWToTBJUa0itMSahXq+xdvYiAo+tjQcMuwMCKVGpHQiMKmOqYUSjWkMISX15hZW5edT2Bg8GByw9+Thf+/bXuXfvJg/W79MMW0S+j04z0iRlY2Odf/iP/lf293fo9/pWAiEz35fF9FEOISAMfKu1VG9SqzVpNprUajVqtTrVSuWHer2PRbAvMEBjrWcQCrrvXkJVAmaefQ6v2bJCy2FY3jTF1KNBl844NgtzbW+tmNYDlpcN9byBilO0UehE4Teb6CQn2dmjurSEqER4uSaPY2S1QtzvEfohUnhE9SpqZpZ0OGSpIvjz50L+xfXLvPQzP8a9jfuMBj1udQ6YXz6OVoovfu23+fSLn6Jeb/D+5XfpttscO3uKsxee4md++s/xz/7Z32N+aYZ6bcJokOC7kcNMK8JawMLSPM3mNJ6UdNpdbt+6Rx7nR86UxUOLACMcLKEL/BjbkLx06RLHj60xM7vE2rGTbOe71Oshviep12tMkpgoCjm2skquNP2DGK0V2waGSUar2yZ+9ZcR8yfwH3sJ//hDpU47oghOBQOlGPZy0glaOaNoF7S0sQNde9ts7zzAGMH+fhuVa06feoIbty7zK7/y/6XVmmEyGbKyvIrvecRxRq/fLb/7aBQzmSSA1dIPgoCFhUWyPAUB8SQh8AIObbAOdXhKTZvcOlLleW6ZOfbVDrXzVV5mYuJDQdx9CONIlcYgPc9NirokxLgKQBwJzkbyvbe75UkX3Bbnxeua84cPNuW1tf+2qqSe9JDCc3ASKGW4emOb1167S+dgneceX+WRCycJg9DqpOepnU8IAqQn8HyPhcYiq2fWCP0KUaXKaJLyD37xl/jiV79D6qpo7fo0dpjYNl5l6dDlzsORGYXvdzzYeMCbbxomk4Sp1hzzc3MkccIkTqlUqyBypqenkF6AsU0hdDLCR1t3MwyeJxibHKNza1egcuLxgFplnizLkHFMtVFHBQHxcEiWTRATRSXLqE7PIAOJUYpKpcKJcxcQQrJ5fwOMZT5hYNSPGaiEcTWxDmXVKpX5OVYWVxlpj8s64Pb6Le6v32H95ha1So/bt24xv7RMnKT81u/8G95+97sMByPGw4wks43ZP3qoL9agXQthWKFerxFFIa2pFtVqjUa9+kO91sci2BeLSrjSWAB6HLP3xtuIqRbTFx9F1OsYU8j7OtWbwp8Se2NqZTBKoVVGfdLm+OgOURZjlMKbqiMyhU5SssEALwrI+wPSzgHR3DSyGiGyFJPmCC8kSyeEUY0sHlObn2F/v4fJDRdnG3yys8WDm1dYXlnl1TvfJRKGNL7F8olTZLUqX/vO13j68Wd54bmXef273+HSd96i1+5x8cmneeGFT/Laa99k5dwxAj/gxvXrCF/QbDWZmVnA8yKkEGRZjB9JoopPktmszPcF1WqIL61OTZpa7r4AyLVlTWCDgNYBU9NzPPXEJxgMFPW6R7NRxZAiPUESTwjCkEq1Rq87IstyjDJ0VcL2yNDw7JXx9u+Rfm0D88yP4l980cIzxTnHbs4W/zYlDCLcRoCzjANNmqbc37hHlmYkWcKt21eZmV5iNB7z3qV3+eDSe2S5YXFxib/0F/4StVoD3/+wx6YxBqWsBEKRHBihSxtDKYQjw1ijccu+KWSerXKgNpTGJ8b9sfi6QBeGSE6hs6hQbFu6AOcthGGKasr1qQUc+hgLu4GU0AfF4j7SjC8yeFcR2SlfW10IrdDOU7cQhzNYVoZw/SnhGsvvvX2Z1779OleuX+Pt99/k7UtN/tNf+HE++8rz1Bt1PN9q1QtXFRiBg9YA6bPf7vE//X9+kW99911ypdHafjENZdUjXYJlPYbLfZRCeRVz+H2+9xiNJ1y+epswCPnkJ38Mz7NUWcyYLPWJqgFhpUK1Wkd6HrnKCbMRsetRtQdjqkYx7UPFE0ht8IyVC0ZromrEoN9BANVmk2qzBQbi4YDhsIsyitrUDH6lgtGaMAw4ce4hgiBk78E6ZHbNekhGqWavnZOkPYS3znIYUmk0GM0c526vx87WAzZubdHrpaSp4MbNa6ycOMXO7ha/+qv/in5vwGiQkeWFFMK/W6i38ubWZ7roCVWrNcIwoF6rUan+Cczsi6aPxUKFC/ga1c3YfO0tvNYU02fOobVG+tLxsBMCL7J4vWueFTdjJR+zOtwhEjkiDFCJQg9GeMK3ImtRRD4cIn2fvNdHBiFBo4EXheTDEZVqlYNOhyCsIfEgT1lcnaOzvsXubp+nl+ZYiBLG87OcPnUOMeiR9NrsbdzDr9WpN5q82u8xO73IJ578BDdvXePyW++xce8eF594jB//0Z8mVzlb2xucvXiORx95ikcffpZur8drr32brc1NhqMB++02cZzjKnpazSpLy0s06g1ynZGlGbnKqVea9Ad97t7dIEkVjVqNz3/2x3n22efo9xSj4T7zszU34NRg2E2I45jACzEG8tSgspw0mTDbDAj1BJ1rhAc6SZEC/Gvfwouq6NNPI3y/ZKyIQtu9aBsLh2sLy5Yq+OoH7QN29/dQWrG7t8VkknDu9CrdbpfOQZs4ychzw/7+Hu+8+yYCOz37vQvF4ut2g5FIjLL2bQZK71mjlf25ywwLfn0hIncY6O3LFtCK5/lWg91oFIc6PcbkoD2rwIrrvxauCVIihHYNTPsz4eAcUd6k9l3KjdAcFXyz0JK1PXQObdrYzy81QmikdOY6nlfCRlrA3dsbfPf1N7h77y5vXnqbUZwy2mjzd//hv2F/74Cf/YlXWFhYJKzWiKoN69cgACPIdc7du+v8v/6n/5U337+KUhbS0g7akli6pnbsL09aV7Gi2Vjct+7Uld+LEuw5PJQyGB/W76+TJ5qo0sT3BMNBnyyPGI8mTE/N2SnzPGMqHfBAO95+rkklzNckFQ9MYhlWvhSoNIE0IwyrtPe2WZA+YTWi2rSyDJOBYTIaoXNDbWaasFEHYwiDgJWTJ0FK2pvrqMwOpMmRZpx59Pc9Mt3FCx4QrazwVlfR1il3bt1n2E0JBCRJyjvvvENtaoa333mDDy5fZjwuoJt/90APdrPNc10mLNLJn2vl4L9DetRHOj4Wwd4eDjN1TvYeEh9Jb73PzttvUZmeJQgjfOljBORZRipjywM3Bk9Ka1moM06M9qlVNF61gjYKrxIhtY/07ZADKsevRahJjBkr0v020gvwwgAZhhit8aMKo0GPRqNJPh7gC01jeYGv/NZ1VhZ8zj1W53p7A4nHQ898GjYuc//+bdZHQybDIV6wx3A0pN3d5/GHn+KZp1/g/Utv8eoXv8LamTM88tTT/MSPPo0XSF5+5XOEUZPecMQTTz3Pd1/7Fr/7pd9k0B/yzDMX2d7eIUnG1Go1orCF9CqEviYMrA5+EIQ0Wy36/QFb2wekWUrn4ICN9R16vTFSpBw/PoPROQJBvzdAasFkPOHgoEe/H5OmKcPeLq1AEjSw2a7w0DrB8wWBSvCuvUqSThDnn0dUmxT4RsFUsfi4q7KwG4AQgjRPuL9xh3gS0+93GPYHTE/Ns7Z2knvr6/h+gO/7NOpVwjDki1/+ElobfN/j5NoyG5u7lv9uDEoZtLKvXxiHWz2eww3IGEizrBxKK/j1VpNflY3m4k8pcIbNpI1rQhtjIY0CrBDGspIKFU2N9SfwhLQqrbhzUEruWXjx9w3SHJmOLjSOjmL2xrl9aa0Q0hIRZIHfCztFub+/z+vfeYPt7S3euPQWw8mkbETvdUb801/9OuPJmJ/9sZdYWztBS0AUNfDdMM4HH1znf/y7/4BLV266QK/LwG5cPyHwJQGQ5dpWkKK4Uw9b3gWOYyG9YmakYC0dfrskSfn2t19lZXmFxYUVzp8/TuAHgCGOY6Zbs/Z8pSOiuM++IxFpJagBq9MBHpAY42jXASBJR2PqC/MMhh0O2rvMzS3iBT5RtUKucuLhEDUeoLSioSFs1BBSEIYVVk+cQkrJ1sY922OShsBXdEYRyb4PYpd2p89Vr0Y3r7C33UUbCKWVUv/OG9/l/vY2d+/fpd+PyV0z9ocdnPrDjizLrWSMsSY94/GYarVKQzX4IY2qPj7B3gkNUuSIHoJISoLcp3t5g9rSJaJWy9rVCYMgJM8SlM6wuJ6HEoLFpE006UI4TTq0wxCmqAg8H79WRScx5BBOT1vhqTQlae9TWZjDq1Rt06fZYPfOLZrTMwh8TDqmvz/BT2GpEVCLB/z4Ukg7Tnnj0vs8/NizzGQZg837HBjrjpMOuuTxhDfe+SZ4FU6dvECz22b91k221u+z89ST/OTPfsGq9ckxmRFMTc3wI5/9SeZmF3jwYAOVWYPsE6fPoE3GxvoGGw/WuX/vLr3+gW0wm5RKtYJSgjDwEBi2NtdZO3YWz0+Ym62BAG1y+r2UmzdvcPL4afb2D+gfWAOFyXjEeLDN9LHj1BwaYXRmz50IEAY8o/GufhMONuCJH0XPrjhq3qHqo9b6EL7ROVrndA7abG5tkGUJu3vbgOTsmfOcP/8Qq8dPMze/yuXLbzMejahV6nzzta+yt7vPYw9f4JELj/DL//Y3GAysGmGWZeRakY+HtA/2yHNFEEZUohppageSsjRle2+bmdlZKpWaZQcJMFq4gF8wnA4HqIpNobQuFKAL+mShV1Ty9Tlk7RjL0hHauOz8EOYosP0C+BduyEwWzV6X9RdOV7Y5Lw8DprZwhfC0U0S1rztJYt556wPa+3u8felN9jrt8j4yxqAEGJPzm7/3BgcHXf7sz36Ws2cyy09PFN99+z3+/v/+y2zutq2WkbJZZFn1uHNQsI6klPhQSvEWbDCBOGxwu+Mw4GM9nYVAenbDmKQJW9vrxPGAEyfmLH0yTxn0xlSiOnmW0Bzu0o4T+soQOJnH5brH+eUmKumSKU2tVqFSrRInE8btPsdaU7Sm5tjbfUAUVqk3m3i+tYXUypDGQ8bJEN02NNQ0lWYD6XsEoc/KidNIP+DerWtQ0YSJJJA5B2mNeN9wJ++zW8lpdw9IUkXoQSXySFPN1Zu3uHzzNthug2Ut/bGFeXvkSjMajel22wRBSLVWpZWljMdjy+T6IY6PT7A3kswYNBIp7LRrpu1JzMeGB29fYmptjeB0hBcGGAy5Skr6ked51IRiurOJrAfkSYLOMvLRBJ2nGG2IpppErSZeo4rJMtRggh9VyfIh+WhIVqkQtJpI3yeoWGu5SX9IJYrIk4CpacMrn1pEj+3PJr0D/uPTs6R7t7h++TXmj1/keH2O5OYlRklMhiAeDel1OwT1Bp3uLrXKDHMLx8nTEe9993Wuf/A+Dz/+BI898wzHT56mOTVLp9On22lTq9YYqAGrx05w4cLDTE3PYF6C0aDP5Q/eY2d7i0azRa/X4d7d20SBz97OA3a2N1F5jDFdqqEL1J7EFyHvXnqf7a0tPvHUJ7lze90arCQx25s3aNZ9ztc9Ik+jssQqUjrfZntzG3xpyDZv4Gdj1LM/B9MrGFTpCmUDvnK7tyLPMtYf3Gc4HHPQbRPHE46vnuaZp59jcWmRJFU0my2WFue4fv0D0jjj5InjoGMee/hhFhaXD7F7UwyVGfqDHjv7u5Z3Lz3Gyg6IZVlOHKfcuX+P5cUVlperzhi7UFVyrWRnUuJ0MQ/lE5QqxfIKiN1m94U7V5HRFs5dgMnBO8K4KRqrztBFO8u+Ivs1Rfkh7GMwBiOLVrF948JbQCkg9xzjzGb8t2/eY/3+Ojfv3uLW/bsfuo+MEFQjH4Ngrxfz5W9f4eb9XS4+dAopJHfXd9jeO2A0mZRDbMpVPYWUhxYFpdd+D+l2MCPLfcv21TikBBe+0cV5EwKqUcjJ0ycIKwH7+z12d/ZYmJtmbtZO/IZhyGgYkyVWWsLPJ4TdbW7FhswYalKS54oTMwGtmqA3yslz4eiOAnyPYTbhwd1d1h5axfd9Drr7+H5I5CZawzAEUyORHqnOGfZ7qDynOjONF0T4PiwfW0NIwa1r1xBxQjTRyDxn5Gl2csXBwYhuNy+rlIOJQgt73gowS3H47z/OQxvDYDimUoloNiYMByO6UR/Pc+oCP8TxsQj2RUc/NT4CCN2NoYtyEEF/e0D70rvU5+doLqzY7EIbdJYhpU/gB6yoHlMeBFJicgUmR6cpKo7J45h8NEaNJ1TmZvGbNUQgCVt1VDwhG08wuzuW9li1kq2Vep3RQZfK8RX8So0wz1haXWAybtLf2SOUHlmvzf/lpQu8udvlOwf36HvHmF46R+fuZfLRBBnYobBsPKI5M8uDzdvcv3OT1dl5FlbX8H344J03ufzuW8yvrnD2/KO05mYRUqCUIfA0tShAq5TJZESapKzfv0eW5Dz/iU8yO7eAwZDEYw7ae/zOb/5Lth7cY3pmFs+XKAW5zpASrl+9xeuvvcGxxTX6gwSlrNxwe+suavsO80+ep3LwgGxuBuGFGKPwK1XroaqcnycaoXPo7RJ/+9cIXvlziHrD4uQugAmjy2w5nozZ3dtjEg/pdvaZnZ7nE8++wKnjJxHCUI0q5LkiDAR5FjMej1mYW2BlaYHTZ06Tpapc1AZzKGJmDJ4fYIjJ0hStFUmSllOFo9GE9kGbufl5Z4toV5oQluaK0Rh1GPhLPRyEdc9yuL/ANjaFciYyEse7t69nXCMRoa3BhmOt4IK6bQDbz16QLS0n320+JcvHsW+Ea8Di4CVhTXe00mQiJx6l3L5xj163yzsfvE2af7ivUauEVCOPOE5Jc0OS5+Qb+9zbbKO0wPclbgDYTRAX4lwOZ/6epmvhIhYEPjLXZEqVwbzsObvnF0QtgX380uo8s3NzGAKgxtzcIp/9kR8liQ8Q2GA1Himy1PpD14b7tAdDttIcDQS+R5wp6lUfjCBLDZ7nU63UaTWnmEwG+Esh9+4MWDye0mzOsb29Tm/QYdabQ/q24vSkRxRUyXROqnPMeESe59SmZwirVbzAY3H5GAiPq+9fQ/ZyGkFC18voZ4a9bso4tjm7cwck+3egVP6wR64Uw+GIfq1LGEZIz0pflFabH/H4WAR7sEs/Nx6hUPiOfaBMgf2CziW7l+4yc/o+zalZhF/41BpCzyNAMRt3icIIk2ny4RhDjgwDpAGhNVmSEB90QAiq0sOv18k6XfwwhFqNfDgk2dmFxQVkEFBvNkjMgDwe41drRJ5HNhxQn5oinUxIun2EzlG9Az55cpWVYJd/9u63iConeOShT7C5e5tuZ5tcKchzxqMtDjJFKGDc3aU93Ge+NcfU7BJZGLC3ucv9W3fRwmNp9TgraydYXF6h39nn+qTvpokN3c4BWkBnv06a9FB5ilYZ49GQUydOUHHyAUblaG1FsN547Q2uX7/D+TNPsLywagNjmtHZvkf33hVW5ps0b95juzVhqRbgVRoEvvPuLBqJeUZh4NxvHzCItwmjFo2XvwC4Jl3ZKLcDVfF4TK/Xo98fEPoVnn/yOS6ee4gw8Kxw2aTP3ds3uHzlPd57/3Xa+x3OnjnHT33uCywuLXHpyiXrW2AXCUophPCYnVmkXp9nff0uDx7cYTgaMJ5MUEpTiSrMzswQBG7gRloKgDFW9VIY6RqsCjsjjJMydp+7pGq6IC0E0pPO0anoU2CHi1w2LI1Fr8qA7lLjAgqxhvMuOopCK9/JZYhCzdArISADCM/KKwCOTQQP1nfoHHS4fe82O+29D91DnhTUKwFpmpLm2gVrGMaKVtVHCMNokqINBN5h0EeI0tv0D+orGtc0FhJ811gu2E6HzVpX9QhoNiosLM/Tmp4hTnLG4zEnT57k537uP2JudpatjesMRxPu3r5LZ3+AzjWNqs+4vcOtFGJt3JyAIUUTVAJMnjMeSJbWWhgU3b6VcahUGxAMuHVjm/MPrxBWIkbjHlFUoV5vWJjKVVa+9CzEJXwSpck7HVqtOSrPf472pbfRe/ucf+QhJpMb5P2YRGvGiWacGHL3Rb3Aljfj7P9/wd4Aw3GMd7DvVAScVeefRLkEKFs6BEJb7rkoJGPtgs8M9DoZO2+9w/TSCs3ja5YV4rrU9XzIdLNKqEGnKUiDJyN0muJVQ7zAx0sS8smYrDfEc40vr1Yhn8RWEycIUMMBWRgQNJsEYYBoNhHCWAnZMMCvNzF5zvTyCruTMaSGbDIkbu9yYW2V/9tUi9+5dJuvbO+wMnOGmZnj3HpwlXa/R2Y0qbFjNB1jjdHDpM/s3ohERkw1GgwqLXpa8eDePe7cukmt1mR+bpnZpVkWlpZotloEkW1obj54QBRF1GoVarUKnh8QVerUanUmkxGj0ZB4ktA9eECWGB4+/zSB72O0ZjIa0d+4Try7ztAYpqRgvDMhqUi0ysHk5MrgqcDRAUGntlGksoz9vR1ypZi89yqVc0/jLzjTeGMzPq3V/4+6/47SNbvrO9HP3vuJb65cp06O3adzUreyhISEAAHGgAFjgY0xXvYwvmtmzdw7Ht+7Zu61PeOxl/GdufbYMINBRCFjghEggkABJLVa6pY6n9Ann8rhzU/a4f6xn6rTYA+oMULNPqvWOafCW1Xv+zy//dvf3zeA86HhO9sbZNMpD56/lwfP308zjcFpTFlx/erLvPjc86xvrjPY2+bmrTWEkN4NUvkYxrA2R3P4qMWyzGkELUIJRZGx2x9y48Yl1tbXMRre8OgbeMNDb2BmdsYH3RjjbRMAakbJPoaOuwPPQN3x1qcSz4CQfh5k9qmm+1Zw++wTn562P2u6g1jvD1sd+9nK1u13w3Xoudh/LH8HIDwMAxYhlL/2ZT03AJ/durbBZDzm5csvYcwf7uwaiQ9a17WWYH9Z66i0JQoUoZJkpWGitbdVkAK1j/06HwRf27txcBLafyDnGTmmtr/Y/51fXfYazZhDR5dpd7oYEzCZZDz44CN8+1/5XnrdLuu3LtLtzjIc3uTmlVWKLGe220FMt1idTlktKoxzdOKQUlsCBGEUUWYZ1igaSUIcKXqdWSaTIUkYEYWCq9cnnDzjaDTa9Pd2mGYTQhX669VYnFQgZB0BClYq4rMPMHj4ffz8xy+ztHgfh87FJJc+z7n7jvOlFy5RbBmmJWjnsPWJRShJWZqvAGDzxy/rHKNJRhwNUEFwkFXxWtbrotjXYzM/mBV+Vz/wbKdmVziDtIrh5U02nvk8catF3JsB4WiXGcdtRhp3/dbQ8oZowjgvxKgZG6HV2MqHYag0AZEgQ4WMc0w1JWq3KKyh6veRQYRsJDhXINOEqj8kbLeRYYhxGoHxBf/aVSIVUk3HVMMBC3PzfNdbHuK+a7f4yPMvcanocmr5LuZ6fVa3bzGcTsBBURlWtWG7MvQCyeGg5KiZ0JNbzIqEYn4Z3ZohR5CXBa9cuMzFFy8gg4A4jknTBkmaEicpcRrWLBLrKYyldwA12vuvR6pL0lZ+DlLklHvriPUrVMMh10rLscUe2faYRBhazRCJpSwL4tCHW0tqCMPomtZocKbAVRomQ/SLf0D0tm/1ylp8otY+DVYJwXQ65ND8Ag/f+yBxHDIdD6mqikk2pb+3SxQEzPVmOHf6HMsLh2i12/T7OwSBYnd3BymCWq1pubV6m4uXLjE3v4jWFTs72wQipihKtjb3mOaOhfnrPP7IG6gqTVGWnnK5j1WIV5dj/zvtUzb33+5k8NYc7Do72Nt1+FOArJsQIeWdt3qoSV3QfbfrDqrhq2mY1jmk8+pZKQO84LbeLsT+bMH5gl93/+PhlNFgxO5gh7XNP5z0mSYxJ04eY2N1rWaE/OFS7Lel+hGlwDivINbWp7Z52459vv8d0ZdHpPzP5CGfWizHH93YQAWC3mybZrMLznPA77v3Ad7+9vcwNzvP7vYtsumE0XDMM5/7IoO9PeZmZmhHhvUbm6wWJbk2xFIRq5CiyGlLQRpFVOMhaQxh5Df+fDolCUOf5qZziqlkvDehOdtiONglL3LiqKyH66JuCn25c1LRvv9xNo6/mZ/74Ke5dX2PME44cqzNGx/4Bma3vkRwe4tsbZOpdgRCUFr/2o1LU4u9vgrLQX848poQU1HkX76XPbxOij0Cf8HVA0ApBJW12FpRV9+m/phZSjaevkhzYYHF+x9GhYqFzatE011s6JWFsr75sBqfAWYhDMAYhHGoKPJS8KxEjzQiVH7IWGjCtEllhpS7W0TBkpeJ154lZjohbLUgjKmKjCiOac3NsXP9NovzPcx0RCkDZKC4/8giR+e7/MqTL/M7my8RxQvce/JhBtNNNrduM5pMsc6RV5b1yrIpDRdzwVwgORRokhuXEYFiFCTEc0ucPHyYtNHGIBmNx2RZzmC3j9HbB8pWKWUd6F27TQYhQvrJhyxLwmmfTn+NbLDH8+OKG9pyeKFL1zmC0rDQhDj0pyXhLNZq8vGAUClU18vYTVVhnUAJRVEOicOYePcGbrgDvfkDaM3hKY5pmnDPufN0Gh2yIuPSlYvkZVFDDSXj8RRnNFI4lueXWVk8QpREZHnGzVs3Wd9YZ9+i1xjL6uo6z7/wAqdPOVrtLu3mHIFIWFk+xmg0oj8YM5oMeenSSxw9epwgCMjyjMl4wl5/jzwvasjEQygHtFHn2TG+ftmDwh1FiqNHDiHqcJn9Iuqcx/L3w0ykqG0jxP5Q9k7EpG9Y7MHp5IAf7dGluqnfV+tanNg/ydTlX/jYxcHuAGM0m1ubFGVxcPtIITh37gQnTx6nLHKm2fqdx+dOw2Stv7eiQKEUFNp4IZVzWOOw1hvzKbXvxQ9S7ece35k5SAnCSbQzPhfV+d9JSahKQ5Fbjh1f5p3vfDfdbg+cYHd7jVvXrzCZZHzpC89w69pN5ubmWOgk7F6/QFAUhB4Ho9dukGUVbaAdSNphQJ5ZOnMd4rSBcIIoDCmKKUYbMDmJVEz2hswtHyWKErJ8Ql5lBEHkMW4Z1sOElPSBN3F15j4+9OOfZGNjiLWORi/m0pVNrt4Ycv+954nCl5mySW7unHas4yDM5KuxfCayYjQa+5wC/RcUsweJEpqg9rkxxmCc5zj7jsTVhV+QDwzrn3uG5uw8h2Y7JLvrOOk/TwUKV1bes6WW7QvhxTeUPvzRTKcQ+M7MRSHRbJOo22G6seMHUWkCWY4ZjxDNFlWeEzRSsu1dkIogbRKmLcrJiHZvhv76JpUVtBoNXFUCPmVrttHg6+4/hri6zUdvbHPr6hqd7iHOHLuHaTVmc3uNveGQqk6wGjvHWFtuCkMooBdIYlGgJ0M2Vi8jnWLx0DJnzt9P68QKu9t7RIFERjFChVRFRVmVGG0wVUU1HRLvbhNO9yAfMypKns0M13LD1EEvCTmfRgTrE1IREDUEh+ZnKEYDGjM+eSsUAdV4RJTGAHUMYN191sUhdiXF+hVkd+GAlijq0pCkKefP3sPN2ze5cu0qpvbOcc5ziFfXb3Pz1g3G0yk4z3+e6c2wvHSYOInJ8xIp6gJjIE0iAhmQTftIqQnDmDSNOHn8JMuLy2TFFCkkjbRFkRdUyniGTlZx4eIlXrpw0WPz+x0rHHTbr2aU7P+OzVaDhx+8D6kUDoFUDmkdVkhU7fLpC90fDoM/MI3DHhRO9j2FuAOT7A+y96MVD0RX+7OPGjrSZcVkPMU5fOzeq+8cKSiKkiCQtGdSWv2UfHfEfrUXeL+k/XQvax1REBCFikleUdZFw9RFPxL+85XymhcpPZxmjDug+1ksgZLEsaSsNMY6qsoPn++9736+9du+m+VDR7j88kvcuHaZ1VsXwAW8+KUXuHr5CvOzs6zMtbj14hdJtaY7GjDroGw3EDJC6CkPRiEmVjQCycQGtGe7pO0OOpsyHg1J223y6ZBQQSstKadDhNE0mx0m0zF5VRILSRI2EEGIC1LSN7yLZ8slfuUnP8VgWFAajVCSd3/Do7S7CT//M5/ic1+4zslRRpY7KguvMdf7K7ascxRlBVHIeDr1zrKvYb1uin09J/K+H9Z3GdbJfZ0MpsbmBQLlBJObI7aeeYpz954hsA4ReCaPK8u6lalAeZM0EYZ+sCEDbKWxZUU1zRFKISPpnSaDCJkE5KMpcSP2G0xeIhsCXWSoVpM8ywjTBqYsEUqiwggzHjK3ssze6iad+XnCKMa6yiceVdCJU952qIFUml+7XNEf3KA/vEUz7nKkd4gji4fpT/bY6/eZZDna+MFa4WCr9MbgoRKkQrHQ6qBkxNb6Oq9cv8Zwc51OVVEAYdKg1+sgZEBRlkzHY8x4BFazV2l2K8tQW8qaRTAThZzppOiNEYV1zPcs957q4ia7GOlJgEoo4iTF5hk2z5GNlKrUSGfRZU4Sp3RaHeI4ouxvgPVY8wFn0UFVlGzvbvPS80+TTcekaZswafnnyVr2dvtsb28xHI2YTKZoY5mfn6PX7dFsNYhCT8UNpEBLQa/bZWF+jiQJsbaiLD0lLo5ikiSl63o1bAPZtGCa7zEajdnY2mB1bY0sKzGvgUmRZcUBnr9PnpEy8B34QTGVHqLZ91DYv6D9Z/NqFBz8ZriPHb+6/T6QIFmP88s6w9czXgRV5RlPo/HwztfVa31jm/d/43sYDgdM5ycMxxlZ7jHdKFS1P7qgMtqzmawligLSyENN1atyEwptUXU6nJRei+D/LWr7BgdKcfyktwu/fXuVnZ0x7VaXt77t3Xz7d3yAQyuHKYucqsjAFWjteOGLX+TGtWsszy+yMtvgwuc+SUMlBOMhQVUx1+0Qza9w8ZUrnIsFS6FgJ5RgHEnaJK8sQZgQBiGmqvzf1qICSBKDNQWmLEjjFBnGVKXv7HECEbWIn/habrZOc/HJy0SNBDPIaHabvPUdD/C2dz2KNhW/+ZtfZDrNcHG6j9z9iWZvf5r1R2cdX+5yzpEXJUr5Tfa1rNdFsd/vdBT7Bl8OvR94fXATeN6E3P8cI4n7E9pVRpj4AAObF1CVHoaQAhkIRNrwg1wLMvQYq6lKZG2qFMTh/gGaIIrJ7QRbmZptIaCsMEWFTUzNcLFgNNYpbKlRKiKJoTnTY29zk5mFBfr9IbubA8aZRsaCZjvm7YttZnH8+tUBtzNLlu8xzHZRIma2N8fKqfMYZdnp77Kzt8dwPMUYjbCO0joC4xgV2+h8zNrWBsQRdqpJ44imVLSsIOgP0dqwmmfcmGRo49kn2noL5BBoBYpmELKUKBrDgkA4HjgsuW8lomGn5HlBd24RgQ/bFkJ4tlJlUEJSmQpRaXRZoazFlJnH80eboCc41TzwyHHGMBoNuXL5AhdfeIrJcIgQASZICOI2SdpGiJBmvIikganWGQ3HjAdj1la9CGt7a4MsG1NW3s+mLHMmkwFllaO1pqgqyrKirDSVLinLiqIomWQZk8mE8WTCeDIlLwovPX+Na19o5MGZOwNX6xxKKCR197uPc+835AKce9Ux+1U8RSH9o8k6/rG+zAFvIueEQyp/xR9g+M4eWEAY/SqztvrNmoq5uXkaaQsVBrTaMUXp9Q9xGKACVSuKqdXIEASSKLhjafFqgZRxjqzUOKcIa8M37zrrkKFk+cgyC4uLjMYjgjBicWGR97zn/SwtHaIoCnRVsrF6k/Foh6o0fPGpp1m/vcaJYydopwEvffbjpEmLcjDEZFOydgN59ATrN7dpmIJ72gGuiDjUjcBqut2YylVIXSGwtFodgjAkCkNGwhJFUJqS6XhEY36JJGkwHo+ojMWmTeK3fzNXWGQyMRw6uszysUXWVnc4d/dJHnrkbrQpef75q1y7cptQBSQLS4gL/p75syr1vlEQxKEiqmNXx5MpZaVf8/cwxv5HtuZ/0npdFPv9C12JO93FnZEtB/SuV9+qSklOHl0kCXz3byYTbDbFGbw60WmEcASVD9uQgfcJRwo/nA0CjC6RifdlR/ibSErJdDSh2W2D857YQkqc0f6m0tp/fb0JqTDCakOrlZIrQQXs7eyycXPAxKYkMzGFK2l1JedmQpbSGT5+dY9nB4KBseSuYLN/m83dNRphzPz8PEfuvhsRh2zv7LK9s8N0MqVrDT1nGVtDrmEynhBbx2Do6ChFpCCUgpFx3DaGUWXr0Q2QiQAA3hBJREFUgDwfZt5SkkBKpLacl4ZjQjG3GHB2UTKbgqs0RVGhkgbNZgcZSKIw8ptwGB3w7JUUDLMRVTElbfaIwwhnLHq4TjT+IlXzfpyNa+66JhTQaTZotdoMdvs4k1OicRODbSva3WXSJMVYRytNKbOc8Tjj6aefIQwDskLTn1YHvOZrt9bZ7f8u4PnH2ngpv6mxZ3cg+f+z0TJWlaasSoJg/1apu3VRi6/qN9/U3xlbHlgB76tRX/2GOOjsxcE1fgf6ulNe6kdy3h9HKYlQ0rtF1ktK7xMTKl9I5mbnuL3WJo77NNKIrKhIktDDl/Xk1p8zfNyiCiRKSgK17/x551nzRlwejopC5b+/kKhQMDc/jzUSqwOioMmR48c4evgERZWzt7PNeG+D8WjA6s3bfOHJLzAaDDh3+jTLC11evvAsedKiv7NLkE0Jmi0aZ+9mfWtK1l/jvkiwKCQi1rTn20jpfZBmu02Gwz2aSZO020UqxUJ4BGMsu3qd6ahgZ2dAa2GJOEoZiSmqt0j7fX+d33pxxI2rz/HIW+7j1Lmj6Krg1LmjjIYTdnd3KauK55+9QlFojMoZdxOajYimNWz/GeH0YSDptFMOLx/jHW/9Wt71tV/DT/zU/8HHfu93mUyLP7Xv/Ze7XhfFHgeBMIRKeCFQpf1RF+obSrxq8u//1WqFLM83EKbC5BU2n2Lz3OOidZVzzlIBQipUEuGkQEQJKG8pELYaqDjwLk/1ZMAYH55gay8QYYz3XTEOGSjKIidIG8gowEmFrnzifagiZCpwCg6fOsrM4iJCWsI0wQlJXpYMpyNSMh6ZSTgscq6bkBdGkkFZ4QIoXcH19VtUt27SbKQszM1x9vCKd+wTPkmqVVWUpiLLMkSliYwXpOROM7KGXWeJhmPmjUMJj7Vqo5lWGlNVfNNCzNeeajPTSnF6ii0K7MQf94VSdFptorpjitMUTN2BSoGwhjAKyfMco7WfbyCwWUZXxbhbAwaHL5NE5/xLZS2tVoPHH30TkQr58C/+HJvrOwSBJmlAs9Vmfu4QKgwJQ0ESaaR07O4NfYeeF1TVncB1h6OoLNt74/3L5iu+bt5a5erVGxw9skIcRXXj4Q5K+j5jRxDgXgXX2FpgBRxAMeJgY7A1fl8Pda3zkY8HBX+/rdlvfiQykDRbDYJAsbxwCPgi4LH1MFAo5Z+ft7z5zWzvjtnb3UUpTTMRBEqhnfcKOkg7q398IQRBoAiMRYs/HJIDd84dfsDsb6w4jQmDCEHMsWOLfNM3fQfNRpM8y3GuZGP1KlEQc/nlC7zw3PMEUnH3mdOMtm/wymaBsYpRPmZS5aRxgjh3hvWJY+P2K5zppjxxeIXWdJNOUpAeX8RlAwQw2+1RFgVxs4mKQu9xo1IOnzhDkqTcuHiFza0xh09pkqRJ8+QhZt/7AX71M2s8+eQlyqqkcvDur3+cMFLk44KyrFhb3UIIy5XLt0hTSafbZifbI2436egSVfvSJ1FI/kfN+b7MFUrBfK/L2976Lv72D/5dnnjbEyRpwpGTK0yyMZ/9zGeYZPorWvD/xGIvhEiATwJx/fm/4Jz7H4QQJ4EPAXPAF4APOOdKIUQM/CTwKLADfKdz7tof9z0cEEt7EDZtrcXc4S7Aq26w/edieaVNgqUajhDGQm0WJKRnLvigZ4nVBl2WnvERBXVASYCIFUEzrKX0tZlaGGJNhbOGIpsSBdEBVU8gkEFIMR5iywYiSMFZH4kYhuhsQhAkiCAiSgOSpqHMvcgnSmLCICSOQsbTMU5Iuq0xjyQtHhxqfvvmHpf3CgLjiJXAhoKqzFhfvc3NWzexCJABQdwiavZI0xZx0iVohLhA0ReOSvsQhWme4aSlyMYYnSOtIXLQUPBdZzq89/QMAYbpaI98Uvg+Vfh4xm6rTbfdQ0lI4sTTOY2r+eaAdcRxjNUFmApRO0xKJTFlxeTyS5iexQWn2KdeSgRp2mBclFzdmrI3ckhhCEYDNseX6W7tEkWJt3SWFUU+pawq8spSaT8g+6NS9D9PPsSFF2/y8d97iq9739uYm5utw3I4sFW2WKSVOGnY7zLc/rUq7hRWJfeDd/YJ23domN5byHvWO/aT1/zHXA39OGGYmesRXA85fvQUSRSRlyVCSuIkQghvHXzo0CGOHTvM5tYqa2s7rCzPE0cRw2HfR/5JPzRutposLS8hnWRrfQtTq2Nf7cG+f7/5AbM8UDJ3Om2OHzvD17zr61lePkrSaHLjymWuvPIiYejY3tjhpeeeZ3drh9m5eWaaES8//UnQhs7MPDvbG+S6wgQhR+6+i6FpcO3qC6SB5p6HHuLUW97DYiPiyq//NFt9Dbsj7j21iLDOB7MkEQKHzitcqZGhZH5phTzLuHbxFpO8pPf4u8gPP8zP/NLTXLy4jVOBZ900E5YPzXPjxm0/+NaaqNHgyisb5NmE8/cs02432N4uubEa0wolSSCp6vCX/6sI0D9pdVpt/su/+1/x/X/rbzF/aIH9rIQHHnyY7//+v8nmxm0uXbpOXhi+UvPgL6ezL4B3OefGQogQ+H0hxG8A/zXwL5xzHxJC/BvgbwL/uv57zzl3RgjxXcD/AnznH/cNhHAkkfSqOWqvDieQwoJTvJrTKwWEERw9NoObTjBV7nF8VwM/+6IURy1VryXfOI/pG99VBUGMKSUy8px8ABlGfqArDMb6Qm50RWh8uZdBCMb5JCubgBDIfZ/0qqJCEEUBrqwIG01UFOOU54i76QQRBCRxSpo02Qq2kdby1ruOcO/ReX795XVuZAHV7pRpVtA3mgyDFd7O1lhNlfepygF53/OknahTk2q5v8AhnaMh4KgQtKTitrWEqeJ77lvk0YWIbDRkpz+m1N6GIG2FJFFMrzPn49mSEBU1vCOhklTlHbYIOAKhCIOI3E0IVFBH5wlkJCi2tnCDNrZVwL4FMLC7u8OTT3+BvcEU7fcAcmsZ90es90d3zmz7jET351vQ/7hVFo6N1SGTcUaz5WmbQvpuOQg8Y8XVnS91mpPcT6mqW3lVEwvEPgPoVZ4m+9frPtC/TxuWQrJvbbtPfezOej+ZpaXD3HPuLF968UXA0W61GYz2yLKMZrPNe979LmZ6M+zt9jl77iSdTovtrS22t30EpK4MUZRw6NARAhWCk8hgi2Ca0x9NqMyd3Nn99srPGAKCJOD48VN83/f9bRaXjzIae0gvDDRlPuGlZ5/n0oWXwcHhpcPkg21efPkKlbNYGTK8cZ1YwUxvhrmjJ8iqkCuXX0DZMYtHj3Lk/gd44drLTI+fQT30dvQnPgIioz8ZEMQBs0vLOGvRpc9fEMo/l0oIFg8dYXt9h+LoA2yceIKf/ImPsb4+IctzZCA4f/9d/KXveBetdpOVlUX29vYYb43Z3hzwwnNXcNaSxCH3n1/hEx+/yM5EszPUxFIyxlC+RhHTq1cURrztbe9g/tDCgW5CACoI+Lr3vZ+XX36Zn/zgj7G2tkNefWXK/Z9Y7J3fxsb1f0PuzCzeBfzV+v0fBP5HfLH/lvrfAL8A/EshhHB/zHa4T/Oqv5/PX2WfabwvP9+fX3smgzA5ZWUJnCUQggOA2hkwBiPu8JOtNlhdAiC09tRKZ9BFgdTaHwmDABmGRGnKYDhClgXtzgym8qGWwnl+vsOhy4LQtfyNIAQISxCllOMhlXOoZgtj/cWoVIAKI6Kk9kavBTy9To+8yOlPhizOL/Hdj3d49tJNNo6sUJmIcn0D8jFWOAaFZXviWK1KqmbC/U88wt5ol8+/cIW03eZEr8XhOGV66RUSDJ1AMi0FN3PDG1Y6vP/eBTp2wvbNNfb6klY3odlxdDoNojAhjhKwlkgJWu0eg1GfRm0F65zFWQlK+udABSSNBoPdPfKyIC5CqBWeQRigN8eY5SGBmvWqUVNx6/ZNXrz4St01/sdY+v7/vwKkh//sJZzEGT8ovUOvFJ4abDVhEBCGCmR0QClzdUakOLgoa+ZN7XtzUNT3oaCDaxWEUEgZ1B21Zb/Hl1LhlKE322M4nvDwA2/h0tXrFEVGHMeE04DpdEpejGmkEa004vHHHiGvKkbDKRAyN7dSD7ArQNDrLtBpd9na3ObUudPMdLs8/fTT3L69w0EiFX4WkKQxi0uLBInizOmzHDt6hKIomQ42uXn9Cs987kk+9+nfZ3dnj057hpVWk+rmS0x395g6x8Q5nKlYFoJeu0Pz6Al2R5abN56jHVasLC5y5t5zZJMJldFcufEK7TQlWjjCrRd3SJOCk2cXkUFAOc1qawavldBFhbOOQIW0ul12X3iao/c9xhseP8tv//Zz7OysMTPX5k1vv49plnH79iZf/MIl1je2GQ/HDAcjzp47TK+9xGP3rPDKr/wM1166QZkVNFsJQVlRhZLBf0YRHo76fPTXf4PH3voEYRTdub6EoNub4bu/+wNcvvwyv/3R30IPMvRXAM/5sjB74fl0XwDOAP8KeAXoO+f2uT+3gMP1vw8DNwGcc1oIMcBDPdv/V48fNps+QaeWshu3X9T3bxo/Adv/E8cSW06IZ2eJVICMPRXO1sda0Uhx2nPqi/6YQAlknCADhavuGHahK6zWCOmHVCoIiVst5PYOtiq82Mo5qqogjkNk7Dt/XeTYqiKIIp+CFSVU5ZikN0fZ3z7YGMBRjUeUDNk/kksVEASKUIaoVJHlE7Z31mm3Wjx67jBXr19FRynTB44g0gbLQhOVU67fWuOV1SHhvW/gbT/wd9nY3uTwZz/B4uIS/d0d7jlxL5sf+WnGl1+hnwX0HTx+9yxvOtJib22D9VGGFIqjRzu0ZmPKqmB+xjMnjC0p+0PmTp5E1342aj6opfvuDuWj/itNGn4orjVVUVKNM2QU0mg22FgfkNzXR8g5vzFWhus3brKzN/pDo8e/KMtBzbyRhGFUd+01q8V6Dr+xhiiCMAgQB+XZf/UBb176Dl6K4ICbv9+MIPxpwOFASG8TIgKvApeBP21KhS4zjp9cYn1ti5Xl47z9je/k43/wMbQuOXHsKJsba2zvrHPm9Hnuvfde+sMxL798kbNn7uGJJ95Kt9sjjmOEkGijmUwyplnByRNnuHLtItNpn8NHj7C3N6Dba5Akqbe9EL4TP3r0BEkcc/L4aQa7m6yvrfKpj/8OX3zqc+xtb+NswNHuLN3RLmLrKhtZyapxDIw9sMK281165+7i9lqf1bVrNIXhrY8+xnvf/5dpzS+zubnKtWuvUFYljU6LG84Shh2OJh2ME2xkmtWJI8yHyEmfOEmJgrCOkxQMjWH31nXyX/gR3OIZzhwJaLWOcvO25id/9COoKKDIK0bjCc1Wk7vuOszSUpdmmvKmh5d56sf+d/ILL3D3sZOMyya9mR57wxHV2i6lEBTO/algFmMtH/3Nj/Ad3/3d3Pfofbyaigtw+sxZvvuvfh/Xrl3jmaefQxevlWvzJ68vq9g7zyF7SAjRA34JuPs/9xsLIX4Q+EGAxZlZuqfOMLl6FW0tlhrXFX7w5XHlO8OiJHa0WgFxs0nUaKAaIUhDPhijpCBOGlhnKccTpK0IQ4sIU8JOG2ENutR+MFun4ThjsJVAhIqgEdNbXmC0tuk3AqDIMqJmE1EnBTnjbReIE8AikwSmU2xZkMwtkm1vUOYZwcwsKk39yaKqcFWFMz4XtLIVKohpxilVVTIcjWkmmm6viyk0JxLYGm+hD51AJyscmVtm7tB1zOFZTpw6x+Lx02ztbvPCi18CJKrZZP7EEVrlLWLb4tHZFvO2YP3aNjPzXeaXF4ljibElwlpme4tk+YRQKSajKflUEraa7A52USqsZx8OYyqE1gRSIiLPWoqTBiqKqPIpVRBSTTPiUBFHIWI8oJhuEzSPA47JeMyVG1cpSv2f6Olf/8s5h6k8UwujvfpaBJ66qAKss1SmpCgKqkoTRzFBoLyuw1p/6tkf0Nbh7PJgrhS8alC7f5KV9SYr/WxJBQevhQpi+ru3OXP2OM9+6WUeuu9xhIAbN19kcXGO0V6fne0Nzt91P2fOnCNJWpw4ftqLw9KEIAi9vUaUcPvWGi8+/zLzizPMzS/y+JvexIc/9FMIe51zd50nrLNYqrKgKCvSpMWp4+c4dvQkgZT8/E/9OF966vMM+jvEYUo7bNEd79IZ7jEoKl7MDbcLg3Y1JCQlh5YXOXP6FFcuX2N3e4OOgMQKjnVnufe+R5k9dJgsz+m1Ps3F57/Axs1r0O7i7ruLp1ZvsHtxlcGhU4jWHEJ1me6W3Ly2TrvT5thMk2I4YDKtsGXFytYWp03BycVjBO/7Wp7dEvz+py6yuztGO0McCo4emeXue4+RRDFzyZTP/Mt/hrt5heV5qKI+V7tdklZEISXR7R3mEJQCdp3jtTHcvTX3rbWrfOinfob/593/A0kzuSPCEwIVBLzjHe/iheef4/btNW7c3PgzH9a+JjaOc64vhPg94E1ATwgR1N39EeB2/Wm3gaPALSFEAHTxg9o/+lg/CvwowD3n7nbH3/N+Lv38T1BtbdfkBLd/+K2xw4NxLctH5jl+1xtoJC1vdBVmlPkWzz11mcOH2xw7dwZhwQzHtJbmMdnER4+FEhmEhD2FCBROg9X7sXYCjEXIiKjdpqktxWhEGPpOqMwL4kYTIZXvIrT2TVkgEUoRttqUe32ccTSWVphs3Ga0epWwPUvUmyNopGBjMA6lNTLPGE6GVEVGI20Q1cNppRT9bA9FwFy7QVsUlJXmVl4yWTiJUCH9jZs0lo5yaOUoFy+/jDGWre3b5JOKaPEsDzUdcm8LpSIWD3cpjaIzP4NyBlsaTFUQhRHT6Yg4jCmqmMZMjJOS6XRCK2kfUBeddVRlQRxHOGK8hUBMFIYYU5IVGQ5BkHiWU1Jp1i6+xIkHH0A4wWg4YHV902P1r/36fF2sPC/J87LG0D3sSJ0p7uP7Ipx1aGM8x1wLwiDyAiRrcbIe8fvJbs3T9Ff4fsH3gTyv4nLCH1LbCgEqDBmNDYO9q5w5c4Irr1zj4fvfyNGVw4yzTYLAsrm2w8svv8TS0gqj8ZROt02r2SRNQ3Q5ZXO4y2Aw4sUXLvPkZ5/ixKkVTp85RbOZMjMzx/l7HuBNb367DwlyhvF4zO72babjEYPdMR979tfZ2VxDlzntVpdeax61u00y3kXogmeLipulZqxt/VwJ4iTl7OkTLHRaXHjhRSbDET3gGCFHUkguPsPOZz5C+Ni7uHb9Fdaf+gRVXtExhqjdYby7x0SE7B25CxvF2MoH1tgjx1lcOsbXv/+bOXP8GGsvfInPfeQ3GV19htG4z4bUzLeaVJ/8MHefepgTf+VR/uDzN3juuSucPnuUmbkes702cnSDz/zv/4bW3iq9OcfCXMrEaaJsRDi/QlpDzEpAo65D26+R2mscTKY5v/Wxj/Ce972Pd3zdO/5oc0+j2eLbvu07+cLTT7Gx+dEDUdyf1fpy2DgLQFUX+hR4D37o+nvAt+MZOd8H/Er9Jf+h/v9n6o//7h+H14Pf9ZceeYLRtVe4/tu/jiszlPBYp8B5sVVd7tNGyEMP3k8j6EChscpg3ZjJ7Q0mozFpOIeVjnxvj8bKAsI5rKkQpcfsZRgiorAelAGy8gNaa31HJSTChkTtJllZoCtNEMVYU/lBpFKYylvtOmMQynvJqCRBxTG6mBLHXZrLR3Abq4z3NinzEUlvkajVQUUBUei7NWst22WGriqajZS8KjHGEicJuc1pigajwQ7tdpfjkSMv9ri1fZPP/Mj/h/DcI2Rxh167TWUdw83bqJsXsYMxw7mUXitBJoo4iTi+sIiKIrZvXiOJUipbgS6Y682zOx6ztj7ljW9aYTLqUxZTovac56vXXHGjNViPJzvrb7QojsgHE4xyqKj2HXGWTpJyY7CDdRUQMJlOGIxGr09A/stajjwrmI4z9u2QPZauqDPCUSLAKe+bbq3FWEORFyAhDmNCqbydR00YcNKTEmrGPQfcfRwIhU8xl/WG4D2ilPAnhJUTx/n0J/6As3dnnD9/hksXrzHTPUSvs8A032UyqLj6yhW2d3bodHpIGbC5NUZKRRTGtWVCxcrhWd7ytkcRWELl2Fy7ytHD8yzOd9nbvkWR50wnU0b9Aas3brC5usF0MiGKIpqtDjZsMtjeRI93WQwcq9pwNasYVfvSM4gCxaHlJU4eP8Z4d5cvPvMlpNV0HNwVRTyxknLqcJv2fI/+1edZu/UK1dUX6OUDGiohNyFV2qE1swBvfCO23WXv1g3ypMnisaO88d3v5dCR43VYueTYfY/y0Dd9F9ef/QJP//uf5MWnfp/pteucP7SA/uLHKC8+zTvf+A3c/+DbeeHZG5w5uUR5+1k+/8EfY0736c1Ap6lIkpQ9TqL6F2AhZ35llotSEtR07BkpGGpH8cdcNf/RVeQcpbasbdzip3/yJ7jvofuZX569w0qor4LDh4/w6COP87Hf/fiff7EHDgEfrHF7CXzYOfcRIcSLwIeEEP8IeAb4sfrzfwz4KSHEZWAX+K4/6RsIKUkWFlh689vZu36R0TNfQiE9cQY/ad+nP544tcxcbwaTZzhTQWKoJjusX1lFOH/rjG6vk3RaRN0OtqoIcYisoBxNyPtDgjQmSBuoOPa4qHKeg2/9jSxViJUlUoVs3V6lOzNLnIbUyRT4MFKDMw4Zqv1fApWmmLJAlzlhs0X7yHHUZsyov0m2u+nTspotRJIg04hEtmjbisl4RFNCpEKm1ZiimCCcIM8bBGFAVVaUtiIOI1YaCWL7Fqtf2GF95QGqQFFaS7WzS7q9x13HUlZmuiwdOkxRFYxGA1yRkxeZL9zUw2RgsrfLiy8NaTcT4jRibX0LKUKCMMY5491CjQ+BcRKE8gNboSTOGPKsRIgcrb3KWIQBSRgSuzHWaaSIKLQmK8q/sF09TmIqx3SSeegu8C29xdT+87UjpHM44VAIlIqxVlPpiiyfoo05OA159kjNs8dfb+wrafcFImLfdG2fhyYO2vt2p8mDb3qcC89+gr3BGseO3kMv77K+ukEazuKcZripsfmEfFQglEMoSZq2KGWItoayLLEW5uc6aJ2jdU42tfR3CsajEaP+kP7OLqO9AWVREYUBy4sriCBmb9Dn+vXL5LtbJNKSBYrLuWWijc9gxXPKZzptjh85SkMpLr/wMuNsRCoEiRacC0O+4VyHe+49i+4tsFtqOibn0HgDOT9DUaVsbq0ih1MCN4XFQ0x3NynXbrIoJY6KpFxg/crLLB06RBjP+gxgIUjDiLve8k5OP/oE1599kk986Me4cfEp2lGE7K+y9Ws/SnjsPt7y6LvZuPh7vPJbv8ZKMKE3A+1GRBonJEmLcZZghcOMp/RmTpEmIdWkwCOZgp4QbL6G7t7hPXam04w/+OzH+eUP/yLf93f+OmEU+o87x3g04ld++Zf5yK/+GtnktTlafjnry2HjPAs8/J94/xXg8f/E+3PgO17LDyEAlKB17ARH3vk+hqurFFs7VHUi0D4XPAwkZ04sUfV3vL+0AoKKyeYO67d3mV/qEDUajLY2cVmGEIqw3QShqLKKvN8nn/QJ4pjmzDxRt4dK4zuhEcIHUiMkSOmHOSVsrm9y5KSfPwvlP+YHd8aziGztLJnGqCLFViW2KJCNBo2lZWQUMd7eoNjbAu1l76qZouKEdncGIVUdsmCwpkIXGXHSZJqPSXTERGs0GpptSmMIw4B4vEd3ssfNIKWsKvSFl2gKhZIRKB/yjYVWq4cMA0JjmZmZY1pkjCd9Rjt7rN2qGE5aPPTQAtPphMl0SLs5U2PEwhuqWePtfF1NF6s1D85psqnB2Yyd9VVMUZI0m0RpTFsW3nBL+CGmsfYvbLE3eHO5yXha4/aWfXaNdbrORK5zZYX0lrvCh2InKsYYQ1lWTIoCHSdevxBHSKz/urros08acHh/fIEf5O5j/s6fBnQ15dFHTmHya/zu73ycSxcuolTC2dP3szSz4Ieu4zHjfsl0kIPTeHHWDkJ6sZfVFWVZUpSlZ4hpHzSjjc8MVlKyMrNA9/hdRFHKxt4OF69eZmP7EpPxgL3BkHFZESqBrPbto/1qJzGHl5eY78yzs77K1cE2USDoSkGjkpwNEx473aR7/hw7zS4LwnKSKYE0yDSmspainNKKUmRDk7Ra3Fq/ybXdKbOdFm5mFjEckz37RURWcqXZZvbwCkfP3EsQpwcB7UHa4NRjb+fw+Ye5+Hu/zHO//G8pttaRtiK//CTm1kukUnL+kCCvJLGQNOOING0gg4B26JgECY3pmDCOaHUa7E0Kn0EhoW0FY+eYvIZryTpHVhq2tjf58Q/+CPc+cB9vfMcTIASrt2/x0z/103zkV3+VixdepChf61TgT16vDwVtzVhQzQZz9z/M4uNv5vpv/jrofSWt9x5J0oCIAVUxQbZaIEFPcgYbG4ShoddpIpxDOIUrSqZrG4itkLLIKPOJZ1XIEFeW5P09nBWEuoGKE4+nKuHNp6i50FKxsDLLKy9dZzIek8zPeZxW+OmVs85397IOmRCg6lR7WxlEqRFKkfbmCKKYydYaerhNaUpCN4OME4IootXqYPKMvCy98hIH1pJEMaGQBEpRVRWj0ZCyKtHTCYwmdNxlwkP3IBtN8uNHuIsx99910qsprfWwk6zx4cowHQ/Z3dugHI4Y7ZRk04R7zzSZne+wsb2KEBDHCQIfdK3rIrDvdeNpIxLhJLZyhJFEO01RjKnyJsoYQtmlk7QxZl/677Hqv6jFXruCrJzS7w8oCs/KckiUCD3IaM0dAz8HSiicsAch4lIo0jigKHPybOKZXbZJnDQIVc1irgu9s8YPcbEgPBkA5w5EPNY6blx5BUHO8ROnePSxXYwWfOmLz/MLv/DjxHGDM2fOc+LYadrtLoHwgsGqzNG69LOm0p9QJNAMU5RSpElKs9kmjiOCKCQvS1bX1vjShRcYTYY4W7G+voa1lmaSMrRDCucotSOVgkAIGnHE/PwCvbTLdDTgytZLWCqaoUCWlh4hDywtcPzEPPOzIfG4z7we0mp3kM74cI4iw1QFttJIJRDW0Uhi7p2d4+rtHZ5f7XP6ZE7U6hK3O+ys3oCnY1556SnK6YjjZ+8naraQQVIHykDS6XL/N/01Dj/wRr7w8/+alz/+EfJBRrfcY7Hbo9PuYnSK0RWNpEWSNKiMZkbuETZ7mGwVXVT05nvcXNur9S11wXeC7DWwcxxQGovLCl6+9CL/9H/+x/yzxR9mp7/DT/zEB3nyc59h9fYN+sPxazLr+3LX66TY10fXQBB028w+8iiDW1fZfOYFX0yF97tvRIZWqklmu6g4wlYVxe6QfG/E4uE5H0SM53sHyg/MyrKgzCc4LEqGKClxxqGLCWISIsLAdwOBQjiv3hWBQtS+9EGoGJWSnd0pc8fxUXG1WdtBeKf02CpK+ZlA4APRXZ0RKZQkbDZpySNkWxtU0zFG1pS7JCEIw1phKZkE0R0BmYQwCH2ohrE4p31ebl7RaKSYbpf7Q8dnr19hNBwwXGwxQdK2GmuMv+BV4LvESFGaknzYp5oYisJx7FDA2XsPM80mTKdjgiAmCiOQDlNVvpPF+d/NVzQfom0NutJoa+nOdwiiGJwPGtfTKY2gSz/LcE1vUbGvofiLuQSlqdjY2GWwt0cSKYIw8DYSQehfJAlW+GtY1lCMEgFWGLT2BnpRFKNUQFXlFNMpRluShiNJW/XX+KhCP9Ct+f3OIqypZ0mAE5w4e5bN9VU2Vq/Qas+idcb9D55nYXGWpz//DJ/+/Y/xxcaTRGHC7Mwc7c6M32CCmDDytN/OTI/RaIRzkCYpaaOi2t2kv7fLNJ8QSFUb0E1w2jCdeIM9ZyzZYIDRFiUEkRR004SlxUO0Gz2Kfp/121eoXEUooVGbwHcaDR45vMjJmYBlNjlChzRpIIWkzDO0rbynlam8+R4C5RxJGBGGAUmgeMs9y/zu710gWF/lxHvvJk9n2b55g+FkTLk7xlSa0d4WaVUQtzoEUVoPv32zMXf8HO/8e/+IQw+8mY//6P+X6y9dYXt3i+WZhLlekzTxIkiEpNPoooKc84sdXriyyXRvxOzKMtFL16mMJQViKWg7yBwMXkNhdvj82klW8rFP/Q4/8AN/g/FkxNb2DqNxn2leoM1XSVT157kkCusc6fIyJ979jYy3tqmur1OamADBuZM9ugszhK2m93wpSibb26gYZhcXKbOKqqxQkQQLRldYY5Ay9PdkLWhxCJyu0NkYFXj7Y9WIQfpcWyWUt0cWEmM01/oSkTjOSYkUah9Frbsu/8II4ZkXIgiQcewx/dof3eHAWIJGSmP5MNPtDarRAKxDMINIYkQQEMYxaep9P4yu0JWhciW6KnG1JsBkJc1Oj3h2kef7jk6nyxNfcx+vrK5zuSxY28t5WBScTrw5VlUaBI6g4S9+U0FVGeZ6CcfPHgIl6e/sYI0haXRRKkBXBqcrj9mz70qzPzWp6YgWcJZyNCUXEYlKCYSCPCdqNKj6V5DpQ34DeZWI5C/achiMM9y+scblz38Be/ow3d4McdIgiGPCMEYGCqkUUgUY5Q33/BA2IBBegGWN8WZqYeQZYFXOaJCRT6c0Wx2StOE3xdqfwNrayE5KhDNgFUiI4oSjp+5i+fBxXnruGS6+/BLHVhYpy4KTp0+yfGiJnc1tqsowHPYpi4LxeOg7eywLi4uk3YjrNy8SRSHtVhe3a+qTXIWpNLuba0zGI4SAbquNsF6Zba1jWllKoTg802VxboVm3GI62GLj5gW0LgilpKkCZkLJYqw4PZdwZrbD4W6LXkNR6ZCqKlnbXiUIYgIFSZzibEUaxCRhyjQbIy2kzSahCpHOMdtrcuqwAJdTXvkcZ97/17nv7e/g2vPP0Z4/SyNpEEUJusyZrO7S6MzS7M3XWL7fgMMk5d73fCtL5+7jd3/kh/nSf/goL1/L6bYKluZCeu2QRMUszS8z35vjrZTsDI4zXt9m5swR2q2Unf4E7WDgAkJpaRjNGF6TA6UDSmspi5JPPfkZlKyjMh18JQHP10mxFwdcZKM1QZIyd/4Blt/4ZsZbv4YdWdqJ4q5Tc6gkwQGmLClGU8oio9HrosIQYaDKMtI0QWcZuph6s6Q6kV3glaAm997gJp+Q1744seyhEt+BGlt6Hx0VABINjEqD06aennvYxgt2LS6oDbBqYysZBbhKgPPOiM46qCxCl6gwpLGwTL4XkQ23sUYTzcwj0xQRRcRpi6TZZbS7ibYFyglkFCGVQIUJyewCQaPFyEqu3rzGMedIy5JUO4q4SRGkvDCsaO1tcGhugTComUa6RCmFtf75nl+epTE7R38yZjoZEcVNojD1CTjOIIT0OLQUSBV6hgh4SMhVhFISKUmZVUzNgEhKIqmICAispbj9SaKF06hA+dPCX9BlXEkhxmz1J3zpE+sMv9hkptem0+0QN1LiNCVKEoI0IUhiVJwQJAlBnNQMrQQZhTgpkUEEgW9oRF3YJ+NtJsM9ujNztNpdgijyM5JaUu99m+qhrvWulwJImy3O3HUfv/GLP8cLT47pTwqarSaNNGbQ3+PhR+7jyMpR8lwzGo/Y2tzm4suXGA0HSCdoNxuenpxP2NvdZjoaY63B1qdC6QBr2dvpU2lLEATESYfTKytEKgFtyUbbrK6/Aq4iUZJuIFmMJCcTuG+hwbljh5jrtQmTGK2975EUgTfQk4qsyMgLP8xP4wa25h4JHEEYesPB2oAviWLmF1rsbheoPGP9dz7M8fd8O2/8lm+t+XpeL+OspejvUWVjpv1tZpaPIsMYFcYH3N+ZI8f5xv/7P2L53L18/Ed+lM1bffaGFXOdktn2BGMsR2TEkW6T990b85uX1ojCiIVD82zXxd7FHSopsJMdIgzZn/L68oPbP590lNdJsXf7DY0fekURYdBg/qFH2bl+hb3PPM/cTEzQbJMJL18204LpcA/rDHGrjYsSAqHIpxPCVpN0dpZGWfpjNsKTZK3FGYPJc4IwIh/3sWVBOdpFqIAIiQh9OIPQEhGEqDCkmSpKvT8s9vYIUkXsWwfuk+hq0BZpAxwKq6v936ym6TlMniHjhHRhARUETPpbFDsbNJYOI6KIMIpotWcps4xWo0sUp3Ukmmd6yDhCNBpsXlljY3fMymIFe7sszS4w0hUOy1AlfPH2Oo0oYqbdRgUe/9VVSZEbwiilt3SIQmt2B7s4ERBEMQZLYTQSQSD9gFUI5U3l6teJWixksQRC4bBkRUValminCfBqz+z6NsPZX6fgYbLiDrNg3/TiL8qSwm9UpYWdaUm7MAy3MlKxQ6oUkYRISVQgCJREhhIVKlQcE6QRqhETNVKC+k0mCTJNCRpNVNJAJDEaKMcj8pk5OrPzpI0WKpBYIb05mnEItDfdU/sbp6A3M8f3fMd38rF//T9xeX2bYaOHne0gipIkDDl+1JMKtK5IOo8zmUy5+NKLjHf6THY3mYy9unwyzcmnOfNKsZgmhGnEVCpkZ469SUkQNug0Z3CVRo/3qCa3SCJopwFHWilNLTnRCjjaVKhKI61gfiag0mN2hiWMJEo4AhnirCWQqvYWUmRTTVb0wVpko+nnyUKg0hYqir1RoTY4JZmfX2CwtwvaEemKnU98hLioWHzvt+GiBGe9EaKeTtl68kna3VnEQ2+kc/gEzlQIFdWqZUGUNnnDd3wvM8fO8JH/5Z+w+sJVbm9LBiNHng+R6jaHDx3lVCfl3rbl+mDEwuFFXrl8yyd7VQWqtwjFBFlN/cnnq3B9vpb1uij2+1ZLztnau9sLldK5ORYefYzNqzdIunNcypa4eLUkX7vGXaeWSIIIEUQkvVkK4/FNGSiCOEGGISqJPYXN+sm20wbnFDL0UIuMQvK9bapi6jNUpZ/ie2O0oqZmKtIIrwDVVT2QEyCDOxuJMd4meT99SCrAC7Qw2vPxhazpjA6bTwmSlGR2FpU2yHY2qIZ9wu4sgQpopU2q2UVKrWkGIa5mtSAUMo6ZFhk3X7lFI3dUgUJHCZHOeeCRN2HCkN/9zV/jizuOtNnnCanodNoIKRn198gLOHbyECptsNvfpShzgjDwP5+gNt7aH6jWFruituw9eJ1qEyelwIIuNEWWo8uiTgUTRGVEmZ9kN9tjbzh81at9x7X9L8KKZIuAFO3GTF3NPnaCsTMUzpEKRaIhrvxRXgqLw+CTDepWQDqUdAhVh5KEChGFhI2YqNNAtJvI3gz9uXnah1ZYPH6O9sISUaNRUy73zegCbztQNy4oxV1zLdSpRVZGA5oPnWNtexddjrjwsU8hdyDp9eh1Y+ZPRMzOtDl+aImyO0uEQzUSrrxymZ1XbrKwfIxzx08xN7fI3ignzEuiICLYWkdPtwl3L7ASGx481mKptYRwBoulEQgiAcZ4+2AXKO/wGkQEQeBnTsYQKYUpcwKlUEGIcx5Wtc2C6WTEdDryttlBQNps0ohiVBAhnaf/2hIajQ7tdosyz3DGIo2j/4VP4rIJi+//HmSjjbOWueNnsWXOiz/9Lxk99zTHv/7baN/9AKK2igiiBKEk0ipOPvZGvv2f/FN++4d/mAufeJJ+Lsg3HE7sIaTkyOIR7l6I2dzZonf4EAtzbW6t9VEiJ5AwszRHvlrQMIZJfV0r6YNigsDbrRjzZ2998KdZr4tiD9TMA69QlFJ5v5owJD20zNKjD7A4d5iZ3ix69SoiaHH12oATi7NEcy3ozjK9uUosNVHa8DfDPpVyP1+o9spx1iKs80EM3RlkGJHtbKLLjHK46ymUQQxGkU1zbl27QTMRZBMfdUc9oJV1pucdHwflX+p9Ch3U9sm1dF5Yb6glJFiDMR4+ElKQzi2SD/YQ1nP8oyim3WiTZSN0WXrM2wlsGGClYPXWdaSZcHYuQgWKbDBAmTZt6XjLN/wlTt99H7/9K/+eCy8+w+zuLvcEAVJrdjZ2WDi8yPzhQ4yynP6wDyJABSlRlBKEIZ7160U+zhmU8n4vXhCk8Ex9573Ra+8iZwTZuKJql4huiAgUjc488vDdbH/295nUnOF92wsQf2zUm3/p7ljJfjU3hkBEpHKW3AlyDLmraEhFiPOqSGcohCNxkkRCjPR+n/vXAMJ781mH0NabpGUa5zQlGZncRUhLoRQ2CWnMtNk+d5qlhx5j6dw9NOfmUEHkTemsH/pbWzcP1uI689x1/70kUcTlK1d5rOV4+1tP0R+P6I8+zc5uQF83ef5zXco4ZVwaTJrSajVoSsfb3/gEd991Fy88d5Hr69tcuXYT8gnnVlocTSzNaMqJQ01OLJyi12kTOIOSkkpbJqMR6xvb7BY5C4fmaQaKJIpI46a3njKWqipBKJ8ulk9QSpEkDeIoIVSKTmOWMIiZZkPKIqeoLFEUY52rRUweLtVViRWSXm+Otdu3yLOMQIVIAaOXnsFWmkPf+n3IZgerNXOnznP+e/4LvvTB/43s3/4Lzn7tN9F+89cie3PoakgYNTzsKiVzx07yvr//9+nM/v94+aMfYzSBGxsQqB3iMGKuN8/J/g6XVMDR40tsbg3RRjPY2yJoNpFRg2Y5xjjILTzxwDvozbb41JO/i3WGyfRPC/L82a7XT7GHWqLvDrxClIpQUczSvQ9wqDmL7G8Tz3ZpjvqUOuf40hKi3SGebVENxhR7myS9bv14vph62qD1nbjwdDjqTl8CYdpAzi0x3dmgzKc4BFGjjdQhN2/1GQ1KIgmV9raq1to77J1gvyP2Bd/VHu7O4bv7+ljpGYg1X1p5haS1fgMS1svggzDGaYtQjkAGNOIUCb5bNr6wOhzZuM/O1iadLiSzTZoPP8rtK9fBCuYWlgmjgAceeZyzd53n2Y/+ez72wX+NcJskRY5O5rj7v/gHhOUYe+1lwqiFyDMiDKEKCKQv5s6CqH8PIQROWp9sb+sTjZO154mkKi1l4XngThtUEII1UJUUWcbq2jplaQ60EoG484o79os/B8rx/fd5u3hRQ3v8oci8P8+lVEis2kjnkKbCMcA4P7aOZG2Uh2VkNZmzNERAQ0piOLA78FGbwqPRzqGEIJQagUM7iTSQGMM0dwz2dpne3GHvuZfZevAeDj3yODPHT9Gam0emTZxUOKmxQvhOv7NI+9AR7g3h9Okj7G5u4SZTumnCSrdFaR2FFVRak5V7aCewaoyTgumwoHkl5e7DJ7jvREoQKSgdXRGyMtOmnSREQeA3fCkwkynoEpEmWK25cXWd1e2K+x5Yotdpo+ohtao7el3mmHyENpZGnJJEMdr5ABUnA5LQD7bbtknRnmVaFRS6QFsYFjmxKomCBMDPE/C5s4FSjKYZYRj69DmmuMvPc/PDP8rR7/hBVLuDM5KFU+d59Af+W77wE/8b8qO/xLEbV5h5719GHjtDPhkQRA2EVEgpaczM8cYf/CHa8y0u/dpH2NsqWd+CONwkCCJW2iEbgy1mDi1xePYWr2xNoJpgTESaRFAp5kPJelUxHo352z/wd/nCc59jY2v9q3DV/qfX66bYA3cKvRRepSoAKen25mjHMUEZYqa+uB47suhPA9mUop+jfCYVcRp75oqVNU1SIqSq1fp1nByujtnzm4FKEtLZBezWuu/whT9V5LlGBCGJLTwzwtZFKwiRYeCzbaWsTyX7vBVftpzROJ8UUW8Qst4AjH+/8HN3a70HkEoaaK2hFB7vDUNUWWCEJNcVVgmEs+xsreOModNqopotjtxzH1dfeJF4doH+5m2M9m6cKS3ue8fX8/EP/iSfWd/iRDbl/ONPsEGT3/z4BY4cO8uhx9/I/HyXptLEJkPmY0QxRmQT7GAHN+5jJgP0dILTOdZqpApwzjM3qnFBkQmGWURXGkQgCRpNT8EsRgy311ldv1VnuHo/yDgQNfolSZMGnU6Tubl5lpaW0LpiMh1TFgV5mfns2Kwgy3NG45xSW2zt8f7nVfiDKCWJu4iJQ7kJgZiSyIDCGgqriYUiFQEaS+4MA1dSuICWDEgl3sZv//BXM5qskxgEsSyJhaaqA83bypJZRV5Jhqsjyq3Psvfci7TPnmb27nuYP3OOmcMnaM7MEKUCV+PPzglUoGi1mjSbKeUko7++QT7JSbUmVII4iikGfaIwpNQaEUboqsmlW0MWNm9wuhVSlROsMoBF9AsyKShqt88gjJBO+KBuY9i6tcnG9Skrx9vMdJo+1DxOQPi/q+mUajwlDlMazajWrQisfBUN13n7ZJz3TU+MxRhdxyN6cwprtSdG4JBOYGVIs9lgd3eP/miMcxAnvnnTrzzPhQ/+MGc+8PeIZxYBR+/ISR7/m/81X/qJf8XWhedR+YT2W96LvO9xsukAFUQgQ3/iaPe4+y99L+1uj1d+9UPsrk9Y2yyIwjWOHT7EoWybnYUzLK7M0d/L2KgsVT5icWWJPVtiRmPmg4Brqy/wD/7Rf8tef+/P6Sr98tbrotgfdHXO1B7VqsbvHVIIummTSFc0Z2cIDy0zc3iRlvTKQBXAzktfIJAQJxEoiZSxL7YHEWy1jZqUyNAHLFttagjC4nSOCmPS7gyTvQ1MPsG5lDiyTPpe4BFEISpOsEXuGTcIL6YCsB7iMaX2qlNtcE5i65BSZy1C+SOpVN5OWe5vQsLWPH2JLgqEdd462UEQegpmZbSn72WG4V6fRhLRaDQRcYOFo8foLCwSzC3RH2yQTwZ05g8RRAnthWVOPPwEL330p9lszTKzu8P8aMArl/Z49pnbCKlIW01kCCeOz/OWr3mIkhmu3LhBszHL4tEOM52EbisiVppwvIZ+9lM453NftYZJqRiVIc3UEYQBMgqonKXMx7gXP0m1s+1FN0nM8ZVDPPLIQzz08KOcu/sch4/4+MZWu0uj2cRZQ1UVlNMpeTYly3PyLGN7e4unPvckH//kJ3nxpRfY2u6T18lBfx6FP0pa/pocjkkY0JWSTAjGRjN1moSASCiUkBTWkDtNZSylC2hK5bt86vCS+jG1UzgTkypNqnxmgsb6QSYBmZOUFbjbI/L1Z9h+6nmuHZ5n7r57OfLIGzh09j46CwtIM4VsyL6Zms0yJI6ZuRlsz9Mlq2lG3u97/YeKmEw147VtZhdb3Lg1ob8x4fEHF2ilTYpphtWe7+5MDYI6f5cGaQMVJlRFxmi3z+yM4PCRWYQzqKhN0u5hjaYcj9DjCSIMCJLYN0ZSYqldPbUPVa+DvGqcW6Kkw6qgRr696bNxFlNpjKmoSg2BoNuZpSxyRpOMvVFF1/aw2iKiCPfKC7z0Y/+c89//XxPPLXm/+JXjPPiBv8MX/89/jrhxHRX8NtHOKuHj76GILJDjRIQUkrjZ4ci7/zJB0uT2r/8sa9e3WV2fEkdbpLGgN9xia2mRw2u7TLfGDKuKrfVdmr0WkyynYQxWwNr61dccCP6VXq+LYs8BmwVfBOvsVN/p4+mJumLS3yFpJ8ykIbI0HjLRBYEA6SBOYs+rBQ+VGL8h+MQqWXtq10sK39kDOs8QRUHQaBJlLYp8jNUFzTRkY9MQJYJOK0AJz3tG4j1SaoheF54Tb11AMWkyHLfo522GWcBEG3CGRqjpJRW99pRGOiBKDIGgxl4dMo6IXMtrA7RGROGdFCipsFqz19+mqjQz3Q5xnBBECXGacteb3szVF59j6dh5j3lYA0GEUIoH3vVuLv/2z7HSVIynE65++pOMJyOKMkCFKTYvsFNDd77HYFQyGWcMxxWf/L2XPfXSWaIooNWK+O4PvJOZcUVTW7QR5LlilIdkNkLI0svVlaSa5kyzCR0x4OsfvJf3f/cTvPM97+XMXXfTmZ3xg12cF734l98/l4QEYUiaNujtb6TOgbO85e3v5O/80P+N27du8ORnP8NvfPSj/MFnnmR9axut3Ves6BtdURVTJBKpGlgjSaSjAUSE9K2mcAaDH9a2VUBhHZnTDGxJVXf5sZSE7lXVHoF2kqkJAUFDagIJxllCURHagNwGWHz+sZgYyotr3Lq6wdZTz7D+6MOcfMs7OLKyRFoUhLokaCYIl6Jih8sLXJ4hjSVKI8JwrqZzStqHJeVkgpCSB/YMa7cH5LYEKzGBwgqHtQJrDMU0x01K0lTTcJJQG2QQcPiu40gBjVaTMGl4sdB0irMGUxSIJEbF0cGA0pUajMHWimwf0OV8U2Y0VgZIpVBxAkFwQBQIlPRZyjZAypJAh0ih0L0SY9aYZhW7uk8zjYjilDhpML3yEhd+7J9x7m/+NySzizhj6R45wf3f+0M8++P/inhzk3kMpr+LeuzdmOUVcBqpQBqJikJmH/saz1L79Z9l7foGN9eGzC9IWtkVuofuY7gyy5FxwdVpRVHmTAYBlQwZaU1cauaFYOdPYYX8lVyvk2LvsM7UIQ/7xd54brcDaR0KR2AM5cY6VVuijPVFLfYhJ04blKo9RALlveeNH2Y5bXBGe7GKcd6/XnuWjJ+6OmxVYkpJ2Gijq5zKGJLY58wKB3OtuB68eudLnKQqNVWWY0pHls1we3CUC1sJGzbCNpvMrMxx5fIu7U6IoCJf2yO5PuFE0uSewzkLM9uEoUAKh4oEQSPBjf3PpoKw5rpLnIOizBj095BSEgYRYZCQhilBEHL60SdYOHWK7sISQegdOlWdn3vs/vuJOrPkZckbDh9heO4UT73wefb21rjngccZDA1CeQvWQ0fmKLKCwXBItW+CZi1lZdAm4OUXb3N+OiHSFdkYRtOAoQ6xzg+rZZwwriyrlWRy5DGilXOcP30XQbfD7Y0brG+vEacJzUaT2dkFZucW6HR6xGlSY6+ulrmrO6e9evitVEAaxpy5615On72bv/zt38krly/zK7/yS3z4F36BS1eu+5zQP+OS76zxcxMHymq0g8xCSwl6gSOyAX1jmVrDxGmaMiSVktBFTJwmq7v8hgtpSkmET1cSeGW4RTIxIdopGlRE0hAGEFhLYCpyG2Cc97+XCJS22Fu73N74XfaefY7Nxx7ibee7LDRTDxWGAqc1LooIpcKWFVZVWEp/3ZsKgSJwGjMpOXmyx5FjXdJmilQBQnlVsLPGQyqVJp9MKLKMwhiqXBPFIUkjJYobKBV6f8DAh/o44RBJgjWGcjzCVBpnDa4ydW6xQeLtOJw1fi6kJGEU42SAKwpU2qz1xAIVRgglUCKAMCAIfVa1FMv+ld5ZYzypGA5zGqlBGEOcNNl74fNc/PF/wd3f/98QdmawDmZOnOOe7/kBXv7p/5NmKyPdXqP82C8iH3476q4HENJHSBZWEoQJjXseY7Yqcb/1YW5e22R9y9Buj5nZ2WBvfpHJdp+FQrNrDHkxwUVNSqWZ6JIQaAnB8HVEyXydFHugtnqVMoDaasDVnbdUCkmE2s88LQ0yVMg4orITBFBlJSoJKXZ3UUmKajQQSvnPDzxX2RQFzmm/hwjj5wISRBRj9Qg9GRG2uoRRE5ONsE4TJwGBnjI/K2uMUSGEwmgfglJMFVs7R3hmc4GbYgYx1+WBNx1n5dQiRWbZKy/wxNccJU0TsnHO6jXv0Hn12g0e7c9z+tAtbGOPhpQeKopidFX5gaiQqDBGVBVFnlFVFUnilZZS4gdnwids9eYWieIGlS69TUPtZdOcmWfurvMUF5733iYKVo6exYgFvvk738vi8gJKScbjMZXWIATnzh9nZ2PM9vYea7d3WFxYYG93yK3Vbc53e5RbA/KpILeCEoWMS65Zw4Vbq0yygKp3BKsU+vZ1yusXD/QTCEEUp7SabeIoIUkSFuYWOHrkBMvLR1haPsTc/BLNdrsWwb2qEd5nuCgJSpEqxX0PPMRdd9/N93zPB/h3/+7D/NsP/iRXrl7/Mx3mOmdrCb93X5UiQLuKsRE0FbSVIxKSgZGMrWZqK4wMaAhFV4RMrCBzmtFBl6+IpSTAb/L7uoPCKrSTxELTCDRxAIF0BFqTW4V2qn4WJBKL0Ibq6hq3tzbJ596CPbLgZ0qOg1mULav6pFgBFhWHSBcjhKuHrlOUNYRGI5z1vlLGeKqys17XEQY0mw3S2EOLvjkSKBSUJS7yKUzSBkgpybMxxWRImU2xVe7vGYKaZx+gVOThnTBFxTEyCAiS1HMYhBdLOguuqmobcQ9/isg3LzJQiCiiqSQIn0dr7TrTiWY8rrA15KmA7Wd+n6s/FXHyA/8lMu1gccyeOs/Jb/kubv7WL3H6SIywY0Yf+2XUzibJY2/HBQFxJBnmFWGckJ5/hJlyiv7YL3H92h6jsSMobrFweo7+8jzT/hQmmobTUI68oZyDuD7EhfCarJC/kut1UuzFAUYPtTOfvcO7B0sYxdBo4wKJjDxHWGIwmanV0AZbgRmOKLQh6HaJujNemaokVTahHE2okQkOEoKUFwHJOEVPBlTToT9KZiOcMbQ7Ces3hiwv+6ATHOiqosorqjLk2vopPj9awa4sc/bcCp25BhurQ77wuacZjTKm44LVn9mgO5vS6aU8+Nhxztx3iItfWuEPPvsy4xstzi2+xDx7tPYvZq394DasLR4EVEXuEU8hamc/z3ygTj9SYeSx9Cr3XVNtqCZVwMp9D7H2yhfJygy5t8nC4jIXL23yW7/+JN/zN76BJE2YTGDQH5E2GuhK84G/9Y1UlaEqLQLLv/gnP8P6xhh3YonpjZfQwqATh3aaW4FhI5CITNDNHMXoKpPxmLyYYvFY/tzsPCuHTnLmxN2cO3s3i8srdHszNFsNgjDEWsNkMuZDH/63BEJxz/kHueue++j2Zupkp4NLBeH2dQ7eTvf48ZP80A/9Pd773vfyr3/k3/ALv/jL9AfjP5OCL4T00XzGoJxGCkkiBZVzjA00pSSVmlBIYhsyNpbMWTIcDaHoKEVk643AlRgb0CCgJRS1nd5Bp28cTF1AVUlSa0iVpRH6sJvCGiob1gI+icRz+lWlySc5TvqNyFM9PVqskhjpQmylKcZTssEYXZTIQJC2WgRJAxUobFV5MgP4o5SoYwRl4BW1KsQWJUIIqjxH4tBVDghsNvGB98agq8IbmTlHKCVB0iVIElQQebNBqZBBcECnFIHyRAkhqIrSczJCH/rihKdfCyk8pKu1H0gb710VBCGttIWYW/EaELfJZKzJMofRE9IkJJQB/Wc/x+4v/wwz3/JX0SrAOcviPQ9Q7O3Sv/R5ZjtNQgxbH/8V4s11el/zzRRSkSQR2+MhMoppPfxOwjBFf/RD3Ly6TZlXuCtXOXz+LnZ3B2zd2CWvLC0sPQERggGOAOgK8adKtvpKrNdJsb9DWxTC+9pYWx/zrEVEirjdJhCWyZ7FtiPCoyuYKy95+CAIiVpN4kaCmUaYvKDo93GVJpqZRaYNdJZj8hypQozRGKPZDzKXUhGECSIFPe4TypA4TqnygkYasjFMOV45TF5hpcBqQ1UJbm6c4Mn+IaK7TvDw205y68Yev/dbz7O7Parpnr5IVYVkupazvtZnY23APfcdptNrcu8772Pj6jrRVoQ1nwYy2q0GMghxRiOsL+TOgTa+23f45wTAidrErZ53bF+5QLq46APRk9oITSpOnT7NhrJM8wy5cZP5w2eRQvDic1f5X//pz/GOr32Ms3ctY3XFeDgkThIG/QHtTpu022Q4HGNcyHRSMg5nWd/cZtsZbpVwWVm2CoetJEGecfnK82RZCcZiaxlCr9fgm979V/jBH/qvmF1aQAZ1l/qq4AZwlEXJv/vFn+KVV17m9z/7MeZ6Czz4wGO86U1fw/FTp723zB+p4EIGECsSJbnn/D38T//wH/M173gH//M/++c8/+IF/oTcnD9xBVFCFDcxeYYpDFNR4pSlIQUTC2Pru+2G0rRRSAJCKzysg6ElFA3pXTInVlI4jTEOI50f3tYvsHzVc1E5idaS0hoaShMpSSAdudaUTuHcPrfHDzyjxIuEXFb4AmksNi9wlWb/7JAkCUmaYC2M+7tsr64hraDVbpE0EkQNFQlcnVfgcEL5jUMID6cpn/CGEFAWOKORQvlTdqKI1QxC1bbMUeSLek2sQzg/O7P1DE1rbOEjSEUQg/SnZVcZZABBGtcBQxK3Xw+MOzgBCCEgUDQbbZbnjnrWm9tkOjLoAqamotnwzK3py18iThuk7/lmMm2QTrD0yBvYme6hB6sEQch0r8/ar32Yu6qK6B3vZ+gc3W6PnZ0dBIrWI2/lSBSjf/VneeXCOoO1XaLuNqfOnSUoX+T62ogNbQmBnhC0gbF1TIUgqvMOvtpwzuuq2LsD+qL1alOHL2zGoPs7RJEi7TaY7G7TEBnoHFRtcVAKZLOB0QY7npDOL5HtbFA4iOYlQZKgx2OsKZAywCE9FFNbv0ZxQhilqGYHnU+IGm3CsiANFMPAUeIoqwxtJVjHYHyUp3eXWFUJbzk3z5eeuc6lS9fRuuDd33w3aSPg2itbSBFx88aYtJFy5NQcx88ucPejx9m4NWTQH3H03Dwbz8+y/VyG2vs4QRCQNmKUcLWFvMDWBd7nsHu4S0iFlQ4ZKKzzEEf/+kWCZkKVT0k7M3UwBnRXTmBDSV6VuK2bLD3axaHR2nLt6m22fn7IO979IMePzzI7P08+zdnd3eXm7R0+/+RFrl/doL+XE5shz3zk02xf3GGjdLxsDOuFZawhwBCJnNI6QuHtnqUFqyRveuJr+Kvf+/3ML877YgEHwrM7y59gtjbWGA76hHHEYDzg+toVPv6p3+SBex/j67/+Wzl55hxBGPLq5CsB3kguSWgLxzd+w/s5feYs/6//8f/Nx37vE17A9qdcUZCSpF0KJ3A2x5qQioJQQCohs47MCYRVJNLQBBSKWAZMrMfyG1KSCEEgJVMXMLWGsa28F4xQxFKgak3Dq/1BPXwjiK0hlZo0cARWU1rhmUhIojSgM9fyr7XFn/QkqEbqnxlrPRW5qsAJVCTpLR2iPTfPaGeHYjgilg1UGGKywjNxjKEqK+JG08OWQUCQJL7wB4HfmBpNbO4jKb0NtkAIb81MIMBo3+w438UjvUeUq5OsDvQoKvDaE+oCbpzv5I2nWzrhg9hdXeX3mXVRGHnYSWhazRZL9hAg2ajWKDOLLQRTKhpJhQXyC89SWU3za76JcVEgkXQefjPlM58k2t2gyiuG2znm4peQUpC88d30sykzMzMMByMsgu79b+RE2sL88s+y/fnLXHrxMkff+gZmTx5D6ZvMbA3ZNI7dg8ZVkAIhgkzA6Kvc4b9Oir3D1C6LPjjDF3trNFhLpCucLUGECGMJsJjpGKkiTFWAkujSUI2mqEZMsaURUUDcnqOY7KFHI4Jel6DZohjs4Vzp/TdUiFIJRleYLPMngUYLoTVIRZy2MFUJkSa3hqnJkS6kyiQX1he5VKaUjYqnL38GmWh6J71T5vKphBMnljh2NqE3M8Ptm3uU9DBhRLsZ8enfucCJwx2y20Oefm6NrdUhK2aOUB+nmdzwds6tBrq+QTE+6s5ZMFajtabSJQq8WVvlucnj29dJpKSzeARrNCqIcc7RmFkkSNrk4zFyvMdsWLG01CJtNtndzWj32nz2k89xYb7JE2++n73dCWurW1y6vM10nCORHF2K6d5+igvXr7AuDS8XlpF25NbbUDkhKIBmKIgD7+I3qRx3nTnL9/z1H6DZ7pBNMqSSRI3Ee5gYg9GaqqrQVcl4NObCCy+ztbtJd6ZHlIRIKRiNhmztbPL5Zz7DW554J+/9um/h2KnTPguW+lRYK6WlgiAQnL/rLv7XH/7n/MN//I/5hV/8FcrqT3mbCUEStwlEhJOKxbmElcMOWRY+F2EyRWc5Nq8oywJlLaE2hE4QChgbKJ0lEZJAQFNIlICx8deUP5QpIuGnVvshhar2XTJOkJmAykoSqYmloaEclbVoJ4lihZICk5feNTMM6kLpNSWC0IeWh/GBmZ2zPlaxMz+LaTXQZUWZl4Rp6hlHVUm+sU02GBA3WyiB79aVRNgArCaIQkhiTGWwVYnTFl1VuCJHFNJvEkohw6g2b/PmgSjfLIlA+hNDzZ7zQkqFthptHZV2VJWgrARaW4wtEbIiVI44CogKgxQOhCUMQ1rNDghJURTslDsYA0UO0yyjrHLaQYfy4nNkeUb3Pd/KeDz1MOhdD1M9+2mMk5QmRDrL9U/9Btsv3OL09/01trc2mZ2bpaosQRAyd8/DhDML7Kif4tInnuTZp57j/JvuZ7KSk2QVy+OMGQcbBvrOUQGJ8Nj9vBCMHUz56nT5r4ti7wCjSxwWKbwroO/qDdJUNAIFuqTMR7gopnNoHrt2HRuEaF2hi9JbJDiNCBuoRgNTFgTdFlYXmLwAbQmSGFM2KCdDbFkhlfEeOipARDGmmFBNLWHawglB1OqiJ1NakcKpkFAkKBUxKJe5WM5gO4LZu0dkOw2a2TLzC23SVoPnn9pma+0yS8srdHo9Dh2dpTszx6Sveem5DZhWhEJw+vwySSPmD37nEjc2cg7bkzQH12k08V1MLS7Txqc9YT2LobIVeek5+SiJ0B5aKkZ9yhtXkUJitY9VdM6RdLqIRovJ7hYphrgcc+zYEr35WcrSMrfY5fq1NW7f2uZzn3mB6aSk2YqZm4nQZcaxwy06289w69oVbhrNS5VFCijvOEOggaaAqQZdX8xhmvK2d76LQmtur60SxzGbm2tsbKxy/eZV1tZX2dndJssmFHnJ7vY2169dQ0jB3t6AMAhodhqkrYg4jphkI37lN3+eP/jc7/Hed30z3/CNf5mZ+QXPMa87P2ecP/Ybw5HlZf7xP/xHtFotfuInf5ayupPp+eU69FjnLY7DICFpzXHyTfdx/xtPoasJrirRRU6ZjdHTjHx3Fz0d46YZ1XhCMRrTnGRMxhk6q7xdQmVpOIEiYGq9y2NR6zFCJKa+H0IgFP7ucIB2gokNKZ0ikZpQWEJpaXdjn4VgLLYsqPaGuLLynaWilrIJfz0FtbbD2gMWGtYRBKEfqFcVdlKiAklzfo5iOGTa30OF3igvTJOarRMgamlzkMSIVhPnnGf+VJ5KeRBpaQxS1glwTkIgEZYDkaFwfps22lGVlmwaMJ7MsTXsMCy6THVA3GgQBgKXDQnNNgG3SZvbtLuWKFGEE0EUBjSSBoszS0wmIyZ7Ba6S3mgtn2KdJYwiRi8/w6TIWHzfX2E8nqDiFuWZRxg++SJjO6LUOf3+iGvP/z7n7j1J+9G3sLW5xcLigjeis4r20hHe+gN/m0l7hv/wkd/m0nNXOHzmEOPeiLSosKVmWYEwsFNbFyvhD16R8Nde9lXo8l8XxR7n0LqCg0Ns7ZuOJagKwmYLcofTFlv0kZ3YJ7noApsNwGhvr5CmqCgkaDUpd3cIGg2CThvGY2w+RbbaqCRFFgXGWHSZI41Ghp67K+Im5WSAk5Kk1UOGITYraAKdRoqwUBYlq8N5eved4/RjMTOHOqhyFiLB3s0hO7sTVhbnOXvuCEWRc+XKJbIs59u/97tJmymHzy6ycW2H1Wu77OxOmV3q8MgbT/H7H7vAWhnQ3muxsFgxnUyJ4hCQdVfvsNY3Z7Kmg6oo8cM6qbCuoMpyqmrbU1LZ73gdQZQSNOfYGFyg2ZOsPvm7PHj3G0hm24SNLsZ5T5OV5QUm2ZSb1zeJGiFxEpE2DKNrzzC59DTXteZlbdH1BWycP7FLKZhNAqrKYLVjoh3aOoTO+PSTTzItMvb2dlhbu8HW7oZ/repEMGutV+MWmmyaYYzFlD65CJvT3x0TJgGdmSbtbpswmjKdTvnZX/gxPv/0p/kr3/43ePxNb/WBIiJGxYKqmvihnTXM9Gb4B//d38c6xwd/6ueoqspTWoXw5nJfzhJgnMapgKQ7x/yx0+hqRJFPqHTpabzWoouCqiyQzuF0iSkrMJpiMiUfDCnHQ6a7O+jxlGI4YjIYUkwKdGbQleefR0JiHN5GV0pCsa+7dbXwSjA1AaEUJGFFu9dAOYvAIMKQoNnCZjl6MsVOp9gq83g3NV5+QDl2IBwiCGu6skRGMUEYY3RFOekTNVPCOGXa32U63COYRkSNBkEUI8MIGXnmHFp7xlyS4JJa82BMXfgtyBp7R3iTQSXqE7zEOqiygiJTrG71ePF2g1tmhqo5RxXEnH54hdmT87z47G1uvLhGTI+l4BwL/R2S7RfoNK+wNB+jtaEoctrNDrMzc+TjdayGsrJk+RRTaYLUJ3KtPfckeV5x9Jv+KtMsxzTazL7z3Vxb/yX2RhmjYUWsBPblz7O0cphy4Sj9vT1azQZxo410ika3xzd9/98gXVri53/yQ6yuJTRmZxgXFbODEYNSsxQICAT90jKoocSvptDq9VHsAWM0QVB7Ttddg3OOqByi0sMwHuCsRjhDtbeDTBuYfIAeDBDWooIAGUXeryYMscZiipwgTnFx6pk0dWH3GZ8KJyWVzpG6Ioy8w2UYN8kGu+TZhDBtMxwMaDhIA4kzGmN6bLkZxJJmuCMZ7ZQsLo65fWmbRhJw/eUdntnbpffX7qHV6XD1+mXWblR0Z57h9F3LrByb58T9K4RpxSd/4zKbqxVvfttJzqwe4drTr3DEHGZn9AxONpmJuljj+c5uPw9t39+8MoRJWhuG+UJhqgqXTaAsMaZEWq/dlFLQmFthNDKo2ZB09Tkuf/6TbIwkVdCgOT9Le36B7sISKwtLnLpnjnBmjpu7Oc984QV625fZpuKytpT2Dx9BtYMI2Ms01f6JrP6Ys47PP/NFnnvhOQJpCSN/DNinVfrP8YWsrAzG+GF5UZraeK0udEXJeFjRaI7pzDRodBKyfMKzL2Xc/pc3+brnv4Vv+84P0JudRQQRcUugBwOq0hAFMNPr8d//P/47smnGh/7dv/cbymuY2wrn4TntLKNxiVAxnVbKdNQnz4dUZUWlS0KPIVGVOUEcEXUVSinaqBoHz8knE5wxSGvJhn3K8Zh8b8BgbZXJ1jZ2mCNGBVVp0NaB88ZqFkEgPDPKAdoK8iqg0W0hnMNUGhkIbJHjhEU1Y2Qa+kFtXkBlMIVn0Igwxhl/yrHG1uEoEqs1uCkyikkaLUxeIAJFa36RYjyiGI2Z9ndRQUCUtggbPsBlP5cZLFIqP8wNAmQYHWg19l1VfR6Cb0KscRRZwXSc8Ny1RT6/3SA4cpxH3nkPMojY2R5zz9tP8PynLzMdlywcW6AoLVul42Y/ZDmc4Vh+hP6lT3LiKDSbMdpM6XXm2Gn0KfMMowXZNKMsc5K0QRREdNs9Np57kov9IWe/628yKqG3coiHv+ObufZbv8p05JX5ZT6l+tKnOfyOb+Z23GI4HCP2dplZXEEqSRw0eN9f+lbSTpv/48d+iiBewHQ73MqmNIwh0I6jScKRY3O88MptSv3V5eS8Loq9sxZjKsIwqXVLDot3qWyWY+zWVWyZ47RGSXAloBQqCTBFRhwJVBQeKAQ999ZiC41oBqhmCnmJsL7Q1DNOX/SN8rFoZS2MjVOitMVktEee5+SVIQkdkfIddF4kbJcpa9deZpobxO4yb3/rYZKdWzx0b4w5McfHrq/xoR9/AYejsTymGrX46R95itNn5nns0eNcurpJq2M5srTEhedvMxlXbG2OmDqBCeYY9Us6SUIV1cHd1qGNO2DmOGOo9AiZNOqhNuAspjIEtsLmU4yuUKryMnVracwuUBYwyUpmO20O9RyRm1BMJ7iNbezqJTZLuFkJjFBs9Fa4ECR09S6lGfFCbmvY4T9e5R9TOY0xFIWlBERR49ES9iu5t8SQVKZ2FcUczF5f/agCR6krRuMBrfaU7myDsusTsz7yO7/IrbWbfO8H/jYnz5xBBSHNXpdJv0+ZF6TNmPnZWf7B3//vubW6yic/9ekvm6WjnEQa5+m9MmD99h6D/oSZ2UMopVCTgGw6QhQCrUtCEWGtoagKEhUQCOV57TJABA1EEFCVFUGgiGd6aK0R1rFUFEz6exSDAdn2JlV/iJlO0aMJZpJjpyWurBBWIK1FOo9XOxyu9ElmQirvTxTFXrBVlgRpipxMPe2haGLLsg7hkThd+ihOUetajFedC2sQuUbVzDhXlCSdLmHaIBsMqSZj8vHYO7KmDcLap98L4u64ACGlz+TFNyP7L6hvUCRVUTIeNnjy8jIXxRJnv+5+jt61xHRacu3yJm98z3luXd1hZanHmdNLWOcH2M4JfutXL3Dl9ib/f+r+O1qz7CzvRX9zzhW//O1cuaqrOudWRighhAQSGWwOwSQb8B33OnC4PtfHN3jYvuOOM4avw7XBRmATjDEmCIQRIAlltUK3Oueuqq68q3b88ooz3D/mqpJACNSEcfrMMWp0VfW3Q317rXfN+b7P83smgwMcr97Gi2c+wi03V7RaIaao6fe6ZNOcuoKqqijyBZ1OFyEkSZQy6PUYX3iSs7/8b7jpb/wEVRDSWl7mwNu+kTO7v8ts7xqbe7u0uj3aX/g4a2//Ni5rxdbWNnubVzh2611E7T5SSd76jm9gaXWV//DTP0u310YvL7O7dQ1lLek858Ay3HHzUZ47fYFS/++3t39lFPvGACSavEgpfB6s1CXtakKwt4fDYQqNkTGyu0LQaoOSpJ02wlbgLPVsBko1ZhLd9BgEIgx89mzTqvQa9hjXXJy29tJGdE2ta5JWl7Q9YDafoKuSTk+ihAUktUnRYZsoXjCbOkzp6CeGo8dSZBQjopQ0jiiL0tu+dQDK4qxibzdnsNznlItYzAqcbTOd1uxsLdi6NsGGJYULKHIvMyvLijAM0abGaIdyeHOYrjDWkfSXvyhZtaC0IQ4Vbj7DmsYM5AKsMbT6SxgjmM1rzLIjCUOGvZqgryhrg9V+V2Ys7KkBD49DzPYlzi/mFKFgXNu/0FDJwY3wZNFIBrXFqzGaVzjMnygE1z/yi59DAM4KjIXRqCbPZwxLjdWWQMa8+NIL/NzP///4rm//Xu57zWtQKqDT71Oqqe+VhiGHDx7mn/+//hl/+yd+jBdPn/2qvv9uR3HieA/roMg1+bxi+9oOx44fJE68WkUpRSYlVSmpq5IoTtDWUFYlUnnL//VWjM9JdmijCZUilDHWalqtlKTXpcwLFqsr1HlOpEJCJTFVCVVNOR0jtUHoGleWmGxO1fa5DZIY4hAKjckLSAIIvTJGtUJwwoP7QonJK5zWGOO9LUabhtsjEDL0aW5V5XfkxnhEt3WoJKKztkoxCinnU+qq9FGZdUXYJMzJMGwS3pqfnPDSVF+lGxGVc1R5TZHFPHr+ME9VK9zzjvtYPTzg4x96lmtXRpy6YwPRj7EXLP3lNkEUcvnimAvndjl2fMhNtyyzszNhP3OYlSVu3v46zrz0IW49BUr5PGQVQl35JKiyrv2/U/kchiAKidOU0Znn+OC/+Je89u/8bbpLS1T5nKPf+GbOfvijjOZTtkYjDreX6Gxeob22wWzmE7CuPPcEd7313awcPo6S8MCrX8v//f+5zH/+jz9HGidEYcB4Z4fxosBc3qTVTlnqRGxPc/6aImb/3PWKKPY4SxhEzQ3dlABrCPMxYZUj0hCsRQkNtsZlGhcvoWcVdVESSN9/1PMFptZeKhanBEnij5K69iYc6zCL/IYUT0iFDFMCJzD43M+qWGDrmiBte9JfXpDEsQdhGYuxIbUFoRO6g4q9HcNv/eEV0lbIkeMpx091+Ht/77VcePgZPn1OUocXmRUCh2QyyfjwB5/i/geOM1xtc/HChLQlqWpLrTVRV1NOakpd4wRo48OX8yzHGXCmaX5YhxKSuNdvevleuSTyOUoliCLzVndrPVzKGpJuHxBM54ZaV7STDqHwDYJW4gtsqEJGRc05vY6cX6HXixgZybwwVMYRKIUQUL/M3cmNts6ftmX/shf/6WNT9yUfLxwUuWXn6oKqMAgREMcpcXyN//5bv8Lu3g5v+/p3EEUxcadHneeejhgF3HPPffzUT/4U/+B//kmyr4IzfvtdB/ie73kzQRgzm2XMJjOCQFJrgwojorjtd/gqZD4f++9dCCITk2Vz8jwjTVs+20Z4BlQURighvPNUScIg8SeeICRO2gRByGhvh7IqUElKPOgRR6l/b4ymlbZRUuDqikG9D+V5D+OrahyGaNiFRr7oqkYWiUQoQdiOCdsB1WxKNOxj65o6y6gWOVVWeC6TgCjy5FVdVuA0tsgJywjVTkmGQ1QUk0/HGF1BVXgduTYEaYKMYo+/kB6B4Wgm+c63c+qiQheW89eO8Hy1glpapzSOP/idJxiNZqhAcecbTpBNc0bbCwatkH5LIKMJR471efhzlzl2fMCtdx/kyS9cYtGJONtd4aa913D+0oPcctOASMWoQIGwWCuo6wJjagJEk/ylqOuSrR04u7fNsV//Oe79/h8iOXkzV6zjlm/6euTl08znOSvf+X9icNc9zF58imFvie2rl7l2+Tyf+9/+Od/0fT/ErQ+8mjhucfNtd/C//rN/yvt/5/089/xzHD2ywbWrV1jkBZOtGXFZMQgkU22pv0LBj8Cr24DiT3/JX3i9Ioq905rQeUWJ/wswtSac7WGqCtlOfOKTCjw1MgwwxdxLEwN/rFNhiDMzyv0xUX9A5/gxf601vW6vV3fURd5o1pvmspDUzlJb5wPHw4SqKihHFTJtEcWxh1EJhVDePi+cJN9LOPSqgPHlGcsrAfOZIitb5HnNepQxnZ/m6975Zo7fdicf/N1nuHi2ptcPWF2NKPNdtI4Z7e1x6KjjqScuY7RBhQZlwMtunIerWUOWzXG+q+XVayKg2+6R9Ibe6eiEHw7O58RrQ0RZ+FOM1hD4No6IUs9hyR3zPKfbWaWVdLBWY5zDypgX5ys8t3mWK2aHteMH0Mqyuzvmmrmx7f5rT935aporngjg0Fow3i8wehvhvKHJWfjAB9/PfDrlPd/67T4fNoq8DR9BmsZ867d8Kx/80O/zvt/5vT+3ndNqBayttWj1loiiBOcE1jqiWHqgmwMRpbSlQsgAJRV5NsU5h641Rb7AugVpmhCqoOk0ClQQeOfp9RZPE7SjgoDuYBmhFOPdLebzKUER0O4Y2u0u2kKuS7rdHlErIV4skDrwGncsKo6xRYle5OjMGwnB79plGBEvbWDzAjOrkMOUMPUae6mC5v5zmNqb64JQ0RmuoKSkmEzIswVkGXE7J1laQgSKcjpFlyVGG8gyvykzBhfFyMC3VsUNkqUvtHVZM5ut8fhWi1vedg/pUp8Pvv8x8rIEpThychXRiqhHc26/a5U7XnWEwVqH/I9mbJ/LufveYzz6yDnuvX+DIDaYOiYb1kzKOzC7z7E+nbM0GLI/niLUHOOc5+TrmiAIcVhqXTPZK7g0iunFMAhr9j7431G3PsCJ17+N0d4Gi5V1Ai3o3XM/RBG3veZNDNcPs3XtKleimFJq/vsv/Cyvv3yZb/iWbydttRgOV/iBv/WDPPXUk3z2wU8RJwlnz55n5VibC2cvE5eGFSSl8LLMzLkbJ9cvvf7/pAvlr2J91cVeCKGALwBXnHPvEUKcAH4NWAYeAX7AOVcJIWLgl4FXAXvA33TOnf+zPnedZdSTMbLbR4T+oqvLnHCy7XXueF2uq0qcCTCuQqiQapGjpPIJT2FI0G5jJ1P0YoFqpago8hsKhTeWFAZdVhhjbkjvrKkp6pwim/v+qZCEQYAzNfXePmm3y2B5xSsaHKRRRTdwtA8cYnlQsLh7i43OQW6/exltDNvXNrk8TlG338PagTYrK2t8+3d3CeMWrU5Mb7lPNp1TlxXHzp7hn/0//gmpfCvd3hoSjaxmxF1vJBFSMc1GFHnld/UCoiCk0+kx6K4Qdfr+/TGOOl8grCBME2yRgfMnFYxFG4OKEqzzp4hZljEs/CBLa0FlLI/PNnj06eeps33WX/8Atp3w2EceZFH6wSvgefuvkOULPggL81nJxfObaG2p65qqqvjQJ/4QYy3f+m3fQRQnWOWx1lI6+t02/+D/8vf41Kc/y/bO7p/5deoyZz7dA0D2BiRpx7uWpUTJxgLoJDKMaXekvx6FBDFpjIKOIp+zcM4f7yPvePbhPM0eroEAyWaQq1RAb7jU7PC3WEwnjPd30XVFnKTUZYlzhk67ixZe0RK2EtA1tqzI98cUuyNsWXI9ZyGIU5L1ATbLMbM5rqyoJxY5aCGCkKjfRShBPppg5hqkoMxy6uIS/bUNonYbFfqHpq0Mxf4+8WCAHA4pplN0mXt5cFXhpCTwDBPfOrJeUy8AXVVYHfLStR7Z0hrH7jrIJz70PHnhIWrHburzwBvWGAQF977xFpY2BlRVzUMfe55P/eEVjh1e49CxDuJxw0sXvsC5a3/IiWPvgVhzxXW4JbmLqzsfZ2m5z2AwZDrLMNZQVTXamGa+BYvZhMvXJKUOOLVc00pjdFVy6Q9/Ax5+hNu+74fo3nG3x6JkMzqDwwgpOXjTKb73x36SD/z6En/we7+OKAo+/amPcmXzCj/woz/O8to6TjjuufdeTpw4wWc+9UlWlpZ5/oXnuRhIZqVmGcFQ+gCghRTI0N1oMWcWFvYv5/r+Suvl7Oz/PvAc0Gv+/L8B/9o592tCiP8I/CjwH5r/jpxzp4QQ39O87m/+WZ+4ms/YO/0MK3fejwy6Hiubz6n3t5odi/PceSu8eNUpVByAdoTdEKoaGQUe8aoE1mh0XqCLEhkGqDjylm4qonbcuGZtE5RCY8nWmKqkqmukDAiDAO0M5d7I79x6QyIpCdWY1aCkXOrQtkuE4S7bi30u/N6Ed73nJG9952u5eO48Kzef4Mixo6TdFtZYZKBYTDPyrEA7w+cfeZDf+e+/j7C30V0Z0lmdIl5qYattklj579EKRqMxpnRYLQgTR7fTZtBfJU3biCSmrkoUknI29cEgSmCLBViD1hqJ9A8x5fNTa+2Yzwx5N2NtsI4MBecXgk+/cIlOucvKA/fSPrTMx9//Ucqs9Lmif00X3192OfyAVghBtqi5cnETXddUdU2lS/7wox9ACMc3f/O3+ai7JuNAyYAH7n+A7/i2b+Znf/4X/8zdva0q6rokzyb+yQIkadc7mJ0jaEiJ1oIgIm0LhPQDXT+D8sCCvMzI8gXWxMRxglSe5+5wCCeb114fxteEMqbd7Xv+Txgzm+wznY6I8owwDDyHpqqJY4sRgsg4XK2p5hn1dIawDXNHhYRpm7AzRBrQi6nf2dcaaUJMEqHa3gAVdbqoOCFedKlmc4r5AlOWFNOJZy8BdVky2V8Qxop4OmNwcIN0aYlqtqCaL7CNKkx8CZ4bYRBC+ZajsVT1gPPZAHm4x/bVKRfObOOE4/gtbb7j++/EiZpWN0Gbkp2tER/+7UcIbcLb33EX2bzm8qVrfP03naAzPMCzL3yWuGMIFbQODNHbN7G//TnyLKPTTWmlKXU9p9IVta6xzlEbze52zu4iohcaDqwoojBils/JsxJVnGb8/l9i5VVvQh84xHMffz+3vPVbaS+vooKQTqfLe77rh7j5jvv5xff+f9nf3eb82Rf5l/+ff8YP/uiPceLUzQQqotfv83Xf8A4e/0ybBGi3Uh554nnG+wtyZwmcd5qngXcZ19qhDBTO//qrXl9VsRdCHAbeDfy/gZ8UHmrydcD3Ni/5JeCf4ov9tza/B/hN4N8LIYT7M+4oW1W89MkPkQ5X6B2/marI0abC6hqZNBN+1+iChUQqr9MOQt/WcUp4iJJSiDDCGYHTtdfPX0+SanYZ6aBP1EqpFxlFllOVped7qAClDJGnM/idhoOisOy9tM3t9/QJABXMWWeH05PjLN2yQv3YBhN3ge6qITfeqLRycJ3x3pi61lR7E7TRzOYTzp97iaeeeoKtnW1mo5De0h2sHZZMxmNml5a4xYGpz9NpRxhTU5Q108kUXQmkgk43YtBfpt1ue4u5CqjrAmTAfHePYa8pQpWHSnmjmh8aOmdQUvgs1cLnRiVJi0VV8MSuICquoI6fYO3Om3jow5+knCwo/TtPu0G1vhKXlyF6F2+Wa65t7qKNRusCu2b5vQ/9LlIo3vPub0Yq5dO2pCKKE370h3+E3/7d/8HW1lfe3VfZnDrPPKAubxiVAtJWF0eAbRyxosFbKBX43b+QSBmiml9yLskWc7IsxzpLEicE6rq5y2KMbYiqHrxW15UnhHaHKBUQRKEPjF/49mUYeATCXhqQaUtoS0xRYcsKhESGoXfExjFBqweVwWYZVDXCuhumKJOXzQDXF2cVRQ1rqktaFVhdNVGe14v4HLUomc4yplf2MC+NufP+m+gNe0gZUM4nGK0R0ivBROjbnljrZ16VZjpLGbmUpdUe+7sZeVnw6jeu8w3fcRebl88zXF7mxRee4Xd/+w+Y7W9w+fyMfr/N2sYWi/mc171+g3tedYjd6Q7GdVg5rOgFh3jda+7jc/8lx15dYVGOOLa0wnA4Zb6ofDs0n9PrDJjnc67tWoyVDFsVg37Pq6R0hTOWdjfE5lPq5x+ns32RzsZR5l/4BO03vQu5tEJ+bcpiMuN1X/cOojDm2cce5dOf/RAvnHmJf/+v/iV/64d/hHtf/VqEdIRByKve+LVIBPkiZ/Xrlnnx9FlOn7nI9rwEKzioBWkAMhQUzqGuo1D/itdXu7P/N8A/ArrNn5eBsXPu+rn+MnCo+f0h4BKAc04LISbN6//YHSWE+DHgxwD6QrL12HMMD3+WuDugdpo46RKGbVSgG8lhkynL9TzZRoTtQKiwSaD3jW0VBQRxiIgUMmgCFCofCnK95x4kCe0wJipy5EyQLSaoMPD89qrCWouUAisdexNJZjRJEBLFMEjOEV09SVkc5MDBFfafLLi2PeExfZaVYY9Td96GdZrR/oIsm/Pz7/1prl4qqLIlwnCVznCDVjukykJSYl5z8308cvEMnex5WskOrWSV6WzEaLZLmRmsE7RagqWlFQaDFVQUUtQGKxW6LAkiSbazxdKwCwgPfDPeim+ova5cVyShY+7AWkkQRjgnyW3MzniES9scfe3dnHniKS6fu3bDyRnAjTbOK3U51wR6C0FRaLavjnwbC4dZNvz27/8Gw8GAN77xTV6SK73C5I477uSd7/h6fvlXfu0rfu5qPqVeZARJ4p2uN4bMjqTVa2Bu/u+dNThAyoAkbSPwfX31JTmu2WJOnudorWmlLcIwRCBxNDm/woATGFMhKkGadml3BigVoIKIeRiSzybUdY0zhplR7OkKSUYSR6goRHRSTF6jopSwM4DKPxgkINIUHEijEWHgDU4ADUHe6Ua8IAQqSpBhDPgAIak1MgjZaLfQZc3ezj4ffnjEsx88zTe84RBHjq6B6FIuFuiqQgYByuLto3h6pdWG2SKiDiM2jizx7DOXUZHmtW+/ifFoxNWrlxHCsbKywd7kHLtb+2gTsLu3YH80455713nTu+4n6SQ8d+YZ1g9voLVgf1vR6aWIbpsgWUHX+1htabd7CGGpqoysyCnrir29jP1FSCgNSz1Lq50ipMJYSxAJojjAmQqnK9xihjv/Ivnlc1zbusLG3/xxegfX6R5cQ0jJ+pHDPPTpP+Lbvvv7KaqaT37kw+xc22Rr8wKrB44QNu/f3a9/PSoK+cBv/ia3njjO4cMbPPXsi4xGBZ0kJRvtEgeWKBRIDX8d1f7PLfZCiPcA2865R4QQb/2r+sLOufcC7wU4qEKnc832Q5+jvbpO++Qp0rTt48yo/EC1GfSEaYwKPBNbSOl7nUHjyEt80b9uD7cIysWCOi98sIJ1fqcvZYMG9kOrqNNm/8U5rdTftNOJQxtBq+MIQsmocuyMSzYOd5EIhv1dDm5dYHTxEA+89hDWwDNPO65dqHjs89uknTZb165w/+vewBc+/xRXTq8TsEIiYxQhdhaymDqWhgnf+J0PsLeVc0gU6NkjHD3VIQgU82zOYlZjtCCOHcNBm9WldeI4RhtDrksMUFcVgZMw3aPVSbHOYbKMGG4MurXWWFOTpj7oRUgIwwipJAsdUJVTjrzhAUa7u5x+4gyFdaQCEgWZgeqv6of+17mcP5E56ahry+7WBBCoRhHyK7/+y6wsr3Lqllsoy4IkSYmimO/6ju/gN9/3/q+ozCnHY4rRHvGwh7CCsvI7eOcc1jla7R5BEN0QABhT+x55EJOkLYQUPnAm9OqWIAhYzGeUecHMzGi1WsRxcuP06cFhFmEFRldU5YKk1SNtdZoMA0GgFNnMD0bzqmbHSKL5CNnvoZzA1gYVJkT9FVgsPJ5YSkQceB6MEAhnmrmHxZQG0cw0bvCpruM6lGpOx55jI5TPXpZRxbJwvPUBx6eenvJbH7/A2++dcfvtR0m6Pa/Drw2yLJv82RBjvHFuUSjSQYf+csJ4MmP5Jnjf+z5Gi3Xe8NYTrKwtc+HcnN1LbaLBHBEGlOOEXjfmbe+4hcHagL2dPR566HOoMGHnTItuLCiziqAVEkZ9dO084FApSDt0Ox2yxYzRdJ+LV3Iqo+iHJcuDkChKMM7gMARKEKfthrBqsLr0Kj2tyZ95iPIjhzn+nu/2ip5YYKuS7QsvUi2m3P2GN/PWr/8GnvjCw8znM8TWJp1eH5AEKuDUnXfyTc7ygf/wXlrtiHe++h42J1POn7/Kol5ia3+HgRAEf017q69mZ/9G4FuEEN8EJPie/b8FBkKIoNndHwauNK+/AhwBLgshAqCPH9R+xeXwzIj62h7nP/lhjsQRw+MnkSpGUNwYdDntsLVFBr7fqdKkYXGDjMJGD+yhTvl0wmI0ZjGa+DQpo7GmcW8GgridECYRabuLVBHTRYTRCwLpqCswRpLNLXHqmNeGq7szbjs4ILQOiWAQPMreE0O2Ntq8+o2HGO3N2Nwc8cyjE267d8yBo0d4369+iM9/dJfAbWCM9YYw61O5loYJ3/itdzEblTz1+0/S3n6MbusyS8MN5lnGZJJRl4IodgwGCavLG7TbLZCSsshY6MoLjWqDtgVtm6NkQFVUlIsFcWO4Ncag6xphDGkEsRKEAb4IOsc4L+gdWiHpdXjmo48zyipSCW0lKAxMrH3FZWl+6bpx4m0gPd524Cgrw/7uhCDwskitDb/4X3+B/+s//L/R7rQxxhJIxasfeDW33HySx594+k/9/HoyY755mXTjAFHL4zyqMve46aYVknY6hGHkOTTOQ+qsdcSR78/jQKmQIPQ4gjhMmKoRWTZnvphjtKbVann3qfM9fIdHAldliZQZadpFtQMvF26yGMpsji4K9mhzgJC6qBvFliRZWbuxo/dvj/IOc7yJUeDTqGyl0ZVBJcJTKa3195IKAOUDwa8L5AUIFRAkChuFyCDkUBjxTZ0Wj764y0ce32N/VPCqe44Spym6rNBV3QDRxA3DhLGCunaMdzO6K5I5BXF5mHvedA9PPX6Bz3z8GfZ3a7KRoVy0WT8x4+b7D7C+ssKdrznJfLrg+Wef4ZEHr5DKB5BGUeHR0RZJHLV8ch2gnMWZmnZ3iAOube6yta8IcCy1a5aGfYIwotA1IAijiDD0D2opGqKncBhnmBdzrp17nmd+7md4x/f/CNrUPPnJjzO+fJWP/fbv8ZEPfIi3vOeb2L+2Q3HyFFcvP48xmrKoOHnzbRw4fIBDNx3jW37k+3j6l36BY5ceZXX9JPWRNZ6++ASFcQylYAlBhvtTQ0+8T/kvtv7cYu+c+8fAP/YXjHgr8FPOue8TQvwG8F14Rc4PAu9vPuR3mz9/tvn/H/2z+vXXVyQ93XH0/HlU/0GCNKUrFfPpnPMXL3FgpU+n1UIEEltYMBWz2ZxIO8hzglaLqsjJJ2MmOyPmu1PKrMYad2OX4k09FoEjU3OQjqgdELVjDhyOGO1WBFSsrkoCGTCalggnKZ0jrnOsdZimpzbsjziw9TkufDSGt9/DW77hFA9/+iLbu5d5/qlnuPA7mivnAurSq34CApRQxHHAseNLvPFtJykrePT3n2Rp+2kq/VnuuGsdFTj2x2Oq2hDGjkEvYXV5jUFvCSEVWtfk+ZwqTNFaNxmpOV0FtnLeGp4W/t+tBFp7bj8OkliQhpo0lsRhQllXnNvcZOmu+7j60jkuX94hENCS/t4unSN7hbVwwkChr/sk4IarGPFFopJrZN15odnbmRBGEcH6Ks+efpLf/d338Te+53upqgKlJMPhEl/3trd8xWJPaah2drBVRSkFKggbYxTQhOsYV9Fu94mi9MaxvS4LcJYkbhHH6Y0hcNhfIY4SoihhNhszn43J8xznLK20TaACLPZG795ZQ17MAEva6tFKe6gmtlFKQR2EmDoirwf0zAIpJelgFWH9qc5/n+4GsM7UtS/yte9jW+08jsMGBGnoBQ2Rzy8Wyp+cbWO+svp6fqz0UtfIP7iGccKrFCx1LI+emTOevshb3nCSzqCLLUtMbbzQwlms1oRUVFnJlUvb6GiH2cWUr3n3XWxe3GP7UsG1q3PKoqDbjbjppg1O3LnO277pdURBjAok08mUD/3BhxHVCawI/DyqHfh/m9ZIV3s4nHNIqQhliBIKXVZsXjPUJqAbVqwtB7RbbYRU1DpD1yVRFCEkBCpsQIQC6yyLMqeOW1y4eIFP/P57eebznyKJAx766EfJxzNE5RifeYknf/1XGB48wHLyJupOh263z4FDB0laLepaExjNgdvuoPWjP8LsQ/+N+fnTHD5xP/feepQnnj5HaRx94ZHY5Z+49wTQEoLFV/Ci/HnrL6Oz/1+AXxNC/AvgMeA/NX//n4D/IoQ4A+wD3/PnfSKBaJCuAltbrj36HK7T5tRqStcKnv3CBXYPxpy67TjhZIxTitHmLrYsWD+w4R2jOOb7E4pZgQxCWsM2y4fbRGmMajjY1vrAY5+rmbMYL6iyitlkgWhDvxdRFAKra8JIUeuAK3PJXDvWWqCzjKDdBgSxM6wOzmH3BRf/oGB0380MV1p0+4fIx3OqyYI0qAhsTZQEdLspTgje+NZb6S+3uXR2lytfeJED47PUiw/zunuWWO50meZTptMZgXK0Usmg32fYX/K8cWOoqpK8LNCqjWtAYiabEVrDbDLm0qULdOI2VV0RiIi61jir0VVFHEhC6UjigDCM2NkfkS+tUZiSM8+epTSWJeWrQuUcuX3lRKqBv9i9UUw2vfLGKyG5ETguaFjvFgIJi3nJaG9EksT0B33+4KMf4J577ufW225DqYowULztLW/jp//Dz1GWVfN1vkjEtBaKrR1ckaGSmKrKqXVFEEboMPLXUxOs0eo44rhFFMVIIagrj9cNVEQYhhhTY52h3R0QhilhmBLHKbPpPkXh1Tpp0m42Jk0od/M0K4qscd36bOIkbWOdH+piEvbdQZbm5+n2l0E79GLhjVVNAL0uDBSl/7PROK090VNrn1HfUDKTpS4y8nnLzjlsbXDaNVmyfm5mnc9zdg2zXcYh81wjqpq33NXhidMzPv75i7zjzSdJkhirPQHT1j5Xutuq0FdmPPFQRu+OjJtvuRfZCwkuW971NV0u73V5/Kl93v32NVpnHqTsvI6tS1e544F7KPOSF198lqcfvUAiXu9VRUIxXGqjtYTMYus9bxRsHpZKxRhrGY0W7M5CAmEYtGpWVpYI4xBjLUWZ4awljBMCFXrWlvLxMHlVsL17heTASfZGm1TTCQ9/4AMMEoHSDltBYAUH2hFvP97nscvnMR/7HQ7c9QDV0pC6rugEXcIopGjCj6I77kG12pz+lf/G5SdPc8er72I+y7jw0jUi52hLjwwvvgRFcn2G1kEw+wuU+5dV7J1zHwc+3vz+JeC1f8prCuC7X87nFcIRNLQ/Q8B0BvqhJ1l53S2cWG1x/NQGF17aIcsucW7ikMBt6xG3HOmRT2bk+2PSyKfWrB8/RtrpIJXHpzptMHVJkc0JAoUgQCQxnX6P4bqlWCyY703IZznVvCLtxJSFYHOz4vykxWOLnGEoiCMFVYZrdxqei6LblsBZzPYe+58fsxkeYP2BY9z7qtu4/9UQpSFXzo0ZrEZM9iq+8OBFnnvsCnqUs1ZNWdt5CFE/xP23tumlEVmZsb+/SxxrXARLgyHLwzXiOPGhLDjKukRXGpt4V6QzDpvnTHe2eeax56nyjOEpia4tQhnqys886rwgEAIlIYkCEHA1q+HoAbbOnGZ7b+p3DVbcaDf978Xd/tOWEF7iqKQiUBIphc+adU3EuGsolje2+uCa0eNsWtBqzYjjhLqq+I33/Ro/9ZP/C2EUEImIO2+/i42NdS5cuNR83JfcSE5Q7OxTjEb0l5aQQUzdmKWq0ht1vAejMQ05SxynhEGMUgF1VVKbwnskooSyXKB1TdJqI5UgShLStM1kvE2WzSmKnEAp/wxTgjAIuTFC1dq3LRuuUBSGuCjCWYcODpFRMDQ1psiRzpsV0RZTVti6wpSlRxlI5VVs1qK1RrVSonZCkEhkHCFU4DEIlfbChrpx9H2J88c1Dl1jfJ9/0O1wdj6idpZ7T3V59lzGZ79wgTe97iYvBtDepyKloJ1M6JOzK3u0ugH3vPEmprsF5SRDli9xz6lT9NZuRS5FbNx1K1fLCQeO3kddaYqs4PyZM7h6CYNBIpBCsrbeYfPCGDWdYcpNWvEXDWytKGaWTbm6VVObiF5YsLEa0u95Vk5tjJcwC0UYRoQqRip/YhBBQJHN2Ly6RxKuULRigtWEjXiJ2ZUdOkJjJQQWXntyhWEskIUmG+9y8uwTzOoSk97PeCTodjrEUeDR4AZ6h47zup/4CewffIjnz77E/fffxe54zu7+nJaDYSAYK0FR2xu6AIlXx9XOvWyH7SvCQQvc2HlXNqB2YPZztk+/hB6e4J67T3JoecClS7tc2ByxPIA7jq4TyZCwH7DWPKFlEPokJOsDxq31mhIRRcgqwFR5E+wgbqRAJZEkPbxKXWqm+xMWWU6YxnBgiUevXmNsataiFI2lLBa0nUPjw6Illm4r5OiBMcH2/yCanqB6+D6ef3aDuRK4EKJWxE4SsHtlRi/XrMxqgvlpitHnWFmecuLmJdJIUZma2XxBFAZEYYCSIcvDNVpJC+cctTZUpiYvM7QuCRr+R11XjC9f5tlPvYCoa+66/TCDwRJV5UNd6rryQ9psjtPOF/s4Ii9ydjtD5mXGpZeuYK3DCknd2cCWI5zNyf+CigDR/Dzhizvuv9S1AUSBIolDoihGCN+X9olmvuiXZYlyEmMM9ku+rpICY2B/f0KUBPQHPR5/5hEefeRR3vTmN2OMYWm4xN133X6j2H/pqh1k04Jif5fByZuaIWuIqhV5kbOY+1YaDmSjqnHWEEU+W1epgLrIPGI7CImEoK4rb4SSCoKIoNVDOkeoIv8QqQtwnu9uQ+PBZlIgnWc4CSFR0ufQRpH3WggZ4VpL6J1zoA1OOIT18YSm1tiyETqYyu/Yo8Qr0+KIqJsSJCEqCUFITF5SzeeYvPKCh4ZZdb0d1OCYvghPq0oCa7j79iVOnx9z+WrO8Q3FeDLn7DPnuOm2oygZ+lOoNUg2OZIcZNMNOXXqNsbzkovPbXGir1HRCh95eMZUZ9x0ap3ZSpe4UzObzbz8dDbjVa/9Wh78cMZoyz90Wq2A3a2Ml57Y4i43Rga7tNNlf/87R5ImXLxyha1JQCgMS13N2vIKURgiw4RiPsHUlTfJySb5rqHJqjgiLGOmc8FLL4wYfM3NHLrzHl7z5m9k+8wFPvuRjzI9f4UkdGz0Q298U45LeyNuWerRPvcMBkd91+uYak1/0CNOIspKEDhDazDgHd/7fSx9+tO88OwzfM3r7uXBzz1GUdTEteFgGlIOE67uTrHGooEaR0f4GUjxMu6uV0Sx96BLh3UCg0/4iYDtS3Pmd8xYX11meblHVc45eK2mHUMQS/rDoS/epkYXBUIUyCDxx3AJYEGFyCAg6S9hqsLLv5qEJGs0lS4xZY4Ukt5Kl77so6KYeWHoPLPJxEAiJLY21KFE2Io47VPkMwIhUcLRSSKOHRAs5+e4tvc88uqAtjpEbWOfEwscMgVldRncDv1exR239ui1hkjpTR6T2ZgojkClzOaSlcEK3XbXMzKqiqzMycuMPJtR5TWtFYfVNVWeceniNtPS8PYHjtDptJFRTFXXiECSZQuUEOjFFOcsQQhhINjLFkw2TjC5eIH9/TkKKKIuQZRQLjSVc5R/gSqthGBlMEAIg7aGqtYUZU1tvrg7ebkrDBXddkqr1SGJEz8DCSOPlDAeOBaFIVpr8qLwChPjzXjGegVSmddMxlPiOMZENb/7gd/kvvvvQ0lJGIbcfde9/N4HPvRlX7tyjnmumW1usl4ZZCJwwpLEEUIK8jwjyzOu+86EFA3pUTT2/AChFKbMGT//jN8VS4kMAqIkwTnQTdZyWFe42lDnORqDE4qyrNBx7bX2QehPMk4joxgnJUJJwjBC64qFiCiyghDn8SHaeMfrl6psAIzB1iU2ighMhc6moDrIOKSeLch2dikmY58dS5MpKz3iW+DbO07QnKCsp247R2ANtxxtMclCrm0vEFYznexy+umKYycOIwJFbSuSluL40j7X6psYphs8/cijXHhCs9Vv0e6FnHlpj07fcferWpy45RBHTx0jihOyxZyd7ausbBwGKxDO5xLcc/9h2t0W5y/v4BZPsDoAv+ezSCTGGa5sVxRaMYwKVgaSXrfjVVJJi9RqpiMoigWmKomTNkkcE6QtZBSSJC1UGHHh6oilcMBt997Hrfe8hlN338s9b30Ln/vop/jcH36Ixy5MOdzRGAMvXh5zW7vNwcPrBJdeJAwiJifvYDK2tDo9Wp0uQgpcIZFK8eZ3vYsDh4/w+MOfRbxB8uKZ82htyC5vc2Klx6GNDZ587gxZpbFC0AZa4uWZr14hxd73xkzTdQ2EwzjJvIDd0Zy15SUcjjgMOXwgQgrN5ZfOM+nts3xwg/7aOpGQ6Cz37PFANlJN2cCYmusyVEjjGk20H67NJiOmo51G+mYJRIBbTFlkGa9fhT+8pAhQFHmBTQPy2Zil4RLYNlWZNx4bRxQGDEJFtxNT1jXT+bMsck1ZVljjiFJFpxXQ77WJo0ET5edpfLOFZ52EScw8n9Jtdej3lymNZjIdM9qfMh1nzHOYF5CVklUJhyuNrkpkXXDfLUMqW/D8i1dI08Ms1yVBHFJVFVEQYrMxZa1xErJqxn5wgFFVsn9pk0z7myLuLVHbnMxqcvvyd+RKwPGDh/h3//ZnqKqaz3zuszz62MOcPXea7d0dsqJ+2Z9TCkESR6StFp1Ol3a722jXFUoE1LpmMZ9jrGE83vehNMZgTNU4fx0oH5yRZxXZYkFbpjz9wuM8/dRTvO51ryeMIm6/7TaCIPgyJIREoA2MLm2RTSZE3W5zrQiiIECkbbI8pywWTJuZkBCStlI4Zal1SRzGRGmbfG+Plz70AYpsgZGCuNWi3WpjBVQWtJAEkR/QFhiIY0QYodKEIGkRtNukbV+U5XVQXzO/UMA8SsmjNiqfogJ/zVutPdwMgXMCgcU6i2il6DIjaSe4uqYeTcBBnRdMr10Fa5E4wHjnejOM9jXe+gfAdULp9emv86KAXhTSOd5nlnfY3Jzw9LmC8+NLvPaOZYgDoiBlqbvN0d3LPPmRmK3kRUyvw7XtFfRVw8aRiq//pnsoCnj+6U06gw7WWNJOi8n+CBUmmNqTXjc2+hy/eYWLT1/hiNmjnj3G+uE2UoAxjiiOmc0XXNsHJSxL7Zphr0USRwRpijE13e4QdTRitH+VbDxm6/Imrdt6KCExRUkchERRxE4x5vRLm9z35rdhXUWgQm66/U4OHr+JE3fezMff/wecKzQvXngUrOUTT29zt61ZHfRwk48TL2YEd7+WDIV10On2uHb5KkVZcNPNt3DXq17NYDjkwU99nLK2XLp4nnKpxdalTdbWljk67HBuZ0LWeErUy7yXXhHFHnxL0DjpL0gBlRPkxrK5M+eWoyUS6HQ6HDl4iLLISJKExWTOtTPnyWZTDt16B1F/gBO+kFtt/I7m+mAJh1QSeV1jj6f0OecoFnMfTlHVFHmF1j4HczUS3NeNyQpJlkNR1cwmEzrZjFZvGabGo4wFTeiyHx6moSQZtLF9x43IPJy3zgs/OKqsRjtQMmRlrYe2NUXpXb0OyaWrO2zv5Ozu1UzzgMK0KK1ACMMgNax1FdI5z0mpK/b3drlwumK0kNzzplXysiBptb3cNA4QtaaoPXhrVtTsLi8z2dliurvAOqhUiLI1dbWgdPZlD2algE4S8e3f8l28/ZveQRCFvPs7v5nR7j6f/fTn+dn3/jQf+tiHfSDHy1hxFNDv9ul0ewyHqwz6Ax/KniZNOlFJr9dnf2/PB57YfSqj/TDbWqSQGONQSlIUmvk8I4gURsHHPvYR7rv/fqI44fjRoyRJzHz+x4t9IASxkJT7U7K9HdrrqwRRBM4ghCAMFS0SstyS5z7+DuFVIJ3eEkIIyjIjcBD1BxTTCcWVLYrasesUnRDasaKoaqa1n18lAWhnyW1I1QR4i1Bh0oBWv01n2CddWqLT6xOlLZ/O1lAqR0GLlIywkQ364GKNU17BY0wNaYQadmhVIa42RL0etvaYcKetNyJq7eMETYWH2gtUECGld5tL1fhcGlmm0SXWOpytsabGmYpOEHLy+JCVVcPnzu7x/scv8w33HCFuGQIx4qb2ea5t9hh3bqJ3fA93aE4+TrBO85nPXkG7mqiz4PTZM6wMlskXMbfds8pTX3gCU8DRo6u889vu5sLzV3EvnKPe+yRHVi1pHGCcV8512i3OPn+BeSnphRXLQ0G35zcMjoCiyAmjmFangwqPUHSXWExGbJ67wKFjRwnjCCngyPoS6uyYLzz6OHe96n4OHD7CcHkFIQT7ezs88eTDPH/lJQa9DlckhJmGXsTnX7hGmF3hbcd7fEOrT1AXZHe9hrn12cuzyYTSlP4BLOHIqVO8pZViPvJHCGE5f/YlLu7MkNd2iIXgkBRsWyicI77+kP0q1yui2Pv2k9/NAxgnqJyjdo6tnZJskdFOUpI0JlZDyiikNobVAwf8oE5KT/hT0veniwphBSKAIIpQYYAMAmRwHTwlMGVFnWXgBJ3e0GfVKkkgBdlc4EyNtY5T7ZpnqhbzuSJLS1Ca2e4uUatLnCQopSiyHON8P5LGju+cd/p6dYhXIRjrXZ1YSxDEDPpdimLB7v5VZtOc/VHBeOaY5gF5rTBWAgkKSz+sWepYDq5ErK8v0T/aRUkP6tKTObsXa8JUcs9d69xy90nOF743K5VEKYmpK6raB4dkOmWsYvKdi8xL7XX0ccQsz9FlgXQvT8srgFhJ1lfX+Lbv/C6C2APolFCsbKzynu94NxevnOVjn/4ouvzqYWpSCrqdNv3+gOHSCsPhEt12hygKCRsURl3XjCcTyrKgrCranS56NiZsftaeXxMAFmM0+aIgigTtbouHH/sM21vbxHHKysoqnU6H+Xzxx76HJqmVel4yvXSBzpEjJN0uQRg0CVZeDtpKWuQuoyxypg2ZVEpJt7eMiAJsURB2utDtUOhrBAJKK5iWEmENkVJ0AkuuHWUliKWgi6UykrJS1M5S7meML88J5TYiELQjRStSEAaEkSJOQ7b7Lfq3HSV2+BPI9YJsNFYpXBQQbywTxTHoiGo8Iei2ELKNs1CMZ9RljlIKISOkSn0LKYxRiWdPyQZHjhBgTDN8dRh9XdZZo8sMU1doXbGSwrvuXuXRSxM+/cIWb7szJlUB/fZV7i9bmPwezj63Srxac/yWlLg9YGdrwWKnZPdyiDRtLgmLcwVXzp3j8AnDnXef5L5Xn2Drwi7jzz5He/x5eq2zHN5YIpCKSvsTrXGOS1f9iX+la+j3U+IowkqFNTV1XTRcLI8Dl0qxtLZBlozZ2bpEt9en1e1x6+Fl3n3rjF95Zotf+oX/ShBFvP7NX0PS7vPIFz7DBz/8SVaHPS5duMThmw5RTMeMq5prexV16TgwKfnafE5n+yLiwT3cba9mtHKI6XRK0ompq8JLhFXIwcNHeevbvp7dvX3qSrO/O6GqKloVDIUgDuCagfpP3jB/znpFFHuHJxGbpsh42Z/F4BjPHDujPaLVjcYgYQiiCNGYqYJuG0rNfG8fXRcoFRBGCVGSErQSrxsOrmtmaXbaDit9jJtHzw597maVU1clSaLJpguKoiRwjqXQMqtjtLYMBh3K2ZxqPiXuDQhVSNRJ0WVNvsioq4qqrrBGY12NFAKlvPQzUIo4baOigKzIOX3mPJeuThlNBVmpqIzXaAtACUdLVbQTw2of1ldTlgZdkiTFIKjLgjQIqPOcYjqlUoY7b13npuPHUL0ldFkDhiiKAKi0Rlt/DK/SZSZ5Tjla+HaNkHT6baq8gMIwfZnODSUESRxwz50PcOe9d94Yzl5Xb2iruXL1UmPQeTmfVxKGAUnaYjhcYnk4pNfr0el0qLVG4JjPF6RFxaDfp65qjPEaa4SXE+KgNvWNcI481wRhgVSwW2/x1ONPsL6xQafdZjDoc+3a1h/7Hmrn/AmsdsyvXqPOMkQU+QDrMEQiEfgdvpAt3MJRZjlju4uQEikC2r0BQZKQ9gf01jfYefolcqMQwosFFjqitjVp4M1sC62orCKRhm5giY1mbhWe521ZGEulLWUFRgoCUVOgyUVJFs652O/SO7GCqD3wz1/zGicEQaeNUgIlJCJN0FWOardx2lCNp5TZArBI4UPFw7RL1O2gwuYeup43UVdelmkMusy9gw+Lc/7fFEQJYdJCCNVIPC1fc0uHp1+4xJlz29x20zpxAOvDl3i1kMjJrVzcGpAeOsDGSp+ldcP5+ZSlDYPWrmlHBrTaEbEQ3P76w5x/8iqzR56nP3uYNHyCW44NSaMQ4zzdst3tcnl7j52xox0aDq6GxJGfoeR1hkBR6xJttI99VAHWZoCiPRwiowgcZFlOkrZ5y+1H2JnM+MOLM37xp3+eM088xv33v4EnHn2USEWUizlhGKACSHptgtpgnGA8mrGH5KlnN3nNbYfoAOFzD6Fvuoco6lPlFdc2L7J+4DCd7hDh4OCRw7zjne/iF3/xlzh5+208/9yLVLJmuXYYbTmkBBdeZgrKK6LY4xzaWTR+B7Owlto5H/BgBLvjEQrNgbVDxGkXW1d+AImkWtQU8zFCQNzuErdTwjRFKOmPm9fbNo1B4rqLTwaKII09qjYMqcoCJyVOKFAaFYVE84ximnOoU3NtHhAnktZSl1bcItvfJ0zaqFYMThC2UqJW4jXLRnskvdF+yCXAOkFZ5uyOply8uMf5ayWjhcTZiEA4AmloBZpYGVqRpdeGQTdgOOjQ7XWJ4xQhQ7JiwWyyRzka03OAs8hQ01+RDIZLBO0OVdpB6hkgiJPYDzIdFBVoLXC9JebTMfm8pGoGhgBVWZAKRyXljdDyP28JIFReVvbmN72d7qD7Za+ZTsacO3emaad99StNItK0TRzHxFFEGEV0Oh063Q5wXUcNZVmzyP2D3uMwfD9fyev9e0tT/5EC8qwmjhXCOZ548gne+vVvRynJ0nD4Zd9D6QxTq+kJRb49wmYZ4coKWtcIHCoIfXyf9A/zdqvNwi3Iiww53vNFUwqS2CeZDdYP0GtHzGaGyoYk0qAwFDbA1pp24GgpyIygtIpAGFLlrYDWKVoopBKMjGVhPcVxoCJiv9WmruGF565xaLVNz9ZYU+GsQcYhYb+D7MRcPHuFlaUO/Y01yvkCcXUbU1TorARjUTJCComKY+Jel7CV+sGw9uoWZ3yymJBNnqxQOFvhrMaaJlbS+TdbqIAwaRN2EkIHRw/2uXhhi81Ny5GDnpV/cPkl4iDncHYHl04LruSa9RPL3HXfBkurKUkrIp/XWGcZ78159KPnKF94lLVsm/7kYwxblzhyYEASSJwU1GVFr9PDBYozF8YYA+v9mpWVIVYaxvmUpeUN0laXqOiQtHvoWmOtIQhj0l6/SYPzEmSlPIW2HUd87a0bXB1d5PlpzsOffITFmQusHNjg3V/3Vv7H+95H1E08EykICcKAoRC0YoXZzXh4f8JelnHi+DL9Thcz+gy917+TPS1YzAvOPv8sy6sHOXD0KEEQc8cdd/LN7343/+2Xf5nbbr2Zy1e3qKqazmRGXmvWpWD+MsKUXxHF3gHaCWonyJ2ldL4oxEhaLTDCsj3eJUlbbLQ61IX2SFgpCaOQcLiMiiOCJPYsEiU9pbDBrF5v3fhgTprw55JsMmcxHlMWC488bvTLDg+zCrttauPYCDVTbekv9bA40uEQh6BaTEiCJU+gxOGkdx0qEQAOYQXz+YKr1/bZvDZla6dgPLPktQIhSaSmk2hasaadCjrtgE47pdNOaCcJURz7U4xU1MYxHm+zt7VDvqgRYRtTFKTtDkeOrDHRu0RJC9HuUwWR39ELiMKIuq5wKiKrILMBaafD+NIFpoVvqQgRoI31gzrnqK3j5KE7mJdjtnY3/8yfnRSCJFSsLK/z+q99g3+4/ol19eomly5d8KCvr3IJIIoi0rRDp9Oj3W7R6bRJWy3iKCaMQsqiJIojwkASBj7rVAhBO21TVxWmNDeMP35wClZbTzWdV6hAceHiWcqiJG216Pa+/EElEBTOIgzIvRnTzcu0D2wQxh7569OmVKNc8ZTDdruDy2ZkixlSSi/xEx5nq7pd0nZMUC2YVQ5tQ6SwnopoQ4SuSZQllY7CBuRWkkpIpB+sZlYhkKAiRqZmYTUgGKqQuPl57O7knDm/x11H+wgLTirCfpdwkKK6bcrnLvLi1kVurgwykOy/dIE4DJpQlRCrNVJI4t6QqNvxxErrfJ6xsyBF42Hw95aKQpyIvI4eh0PeiMt01mCEwNbau5YlrK13mIxH7I9DloYrBNIw6F6kHe9wIDvI3rnjjC+tMe/22UpDXOD9JPVkQjCbcyK7SlK9SBK9xPphSa/dQwl8OFFVEoUJrX6Py9d2uHCtIgkMqwNDlCZUzpGmXTqdJZ9yF0bIMMCWPmIxSduoQOJciBA1YRwRJCFl7lPw1gddXn9Tm8mzCy4tctTuVQ4NS2YXa46ngrzXQd5gJwmCUOGimGv5hFxJRFaye3YTLISJwr10kfCO19JePcBob4vz536D7/rev8X9r3ktUiq+9k1vYjYa8Qu/8MtsHFqjynOqOCDJCpLZgrP5V39PvSKKPYB2kspBaS222dWHAqLYktmKrpBsj/cY9pb9sUt5Y0jUThBNihSiGcKGAUIof1E6hzNgdEmxWFDMF5TzGcW8IIxjknaLtNejyPxwtC7zRqttUEFA1Emoi5ylnkaIiE5viK5Kkk6X+WSPIK0RQoOQiChAOm9ImSwynj19lRcvzBjPLKEVRNISSMt6p2bQNnRajjSCVqtFtzcgTVJv/BL+YSNURG1qimLBdLLHdG+ErR39QYvOYIBYTOgur1H1V1k6fj+tXhu1cZTCNU5hbRDSpzcVJGwWjqDXAiEYTTKmxuK72ZL5bEFoDGmaEtWWf/hj/4g/+NT7+NAn/gCt668om5QCgjDk2OFTnLrt1BeNN81yznHupbPs7e3zcjb2QgqUkkRRjFKeN54kCXGcEMcxURRRliVhEPr/H4V0O11G+/uYpgD6IHvbhIT4gi+F1+XnuSVODNe2rzKfz4niiNWVlS/7PmIhSUWAcZYs14wvXWL5ttuJg4Ag9ElMTjSsGf9VCYOATqvDws1YzKfeGCUFqYxQ7Z4ffjtLGjiy2pLb4Mb7ltsQ7TSxNChh0E5RW0usoBX4HnluhG/NELKPY24rHNBXIS1/jOTF07sc2OjQloJOp+3fy/46QjmOHl/noU/usn1tl0PHDiHCFJnEKFP5yEmjSQZrxL3udV00Igj8DEhKIMA2aAKnrT8ZqtALD4rCn7hqf6LAGc/o1xVVWWKdIxLQTUKK2R7zQNHpDfxgOi0IwtMM3AW06TCdpxT7iT+N2hop52D3iFoZvVVJmqaEqnmwYL0xKggZrizhJJy5NGZeCo70KtrDNml3iY5UFGXhEQ5I0k7XIxGsQ4URQZrcwIsIIGolHruAglASY7n10AqbuzXVVcmRpZDblhK2siscPd7nubDHc9MCGXiGkROWuN1F9mccXDvA8cVlTq5FtJMWNkz4oxf32Dxzjr/9Hd9FbRzv/Zl/y8/97E/zd4OA+179WhCCt73zG1CB4r3v/c+knRYnTh5lPpti5wt49su9IV9pvSKKvQNqJymtQzfN4khIgmZXXmhNoiSqLtmfjui32pi6xIUhTghQvi8pVeTDSyxYU6Grinw6Z7I3oi4q4jShv7pE+0APqQR1XbN35QqXTm9TFSVxoImCgCCQCAX6eutZKg6ttImUbzfZukI4n3hVzqfIMMRoS20qJouMl67OeeayZpxBLGA5rljtaHqpYzBo0eum1LoiiVPaaYskThvRTnPTOKi0Ic9HFMWCuiwpZjOSOCYdpoRBSKc3QI73iA+e4MTbv4tjb3gLbrTHtbNPkRcF8+mYbislSAKss0yt4nJl2VgaIvMcVxkm1rHSSFT90dyR6xpj4XNPfZbHn3mUbqfNdDpD/xlxhEII7rrr3j+1haPrmmefe8pfnF/liVNJ75D1cDHXFPSAMAh9319KtNE4B91+l/l8xngyxTq/+63rmspohFA3BrW18chqb/P3QRF1pRlNRozHY3r9HsvDpS/7XiIh6cqA3BmcdUyvbFPP5oTdLtYYwsjnE9+4lq0BIQnCgE63S7ZYMJ9P/Kki7SHTFjpts6gmdEJBOxQorclsgGswDaVT1OaLIfdaWEIcgRK0hMcVWBvSEn6Hvw8sbOWx1DKkJSWzackjj13m9lMdVLigvXacwA1wOifp9ji40uLK5oRuK6W3MmS+s0dn0EHmJWl/SLq8jIoibqCXpUIifOqbrRHOp2oRBCAkdVVR5xl1VXg8STMgFkIisMgwIAxiHILaaKI4papKFJa6LKicII1jhDK0Y4nVM1rRGO3AGP/wlsJLR0PVxlmDUNJjGKyfR4VRynB1hSAKmC0WnNvMcM7R7gq6Ax/hGQYhBQXGWpJWG5SkyIpmvuMQ2uKsRgBBEHmFUhOQI6RC2Yh+b8i9J3IujvY5OuzS7/YhCDl3bR8TKQ51EsZlxebODmVZU9eWA4fWSPtrFGiCuEaHCZ96bpvTW1Pyraf52Pt/m/d8/w9y/3338elPfpSf+5l/ww/+6N/ljnvvQyB409veRqvT5j/+m5/mhcdOc+r2Ewxu2fg/YLF3omnjGK+eEJKwOfZKa4mlZFLWKCnYnmyTRJ4TbZ1ndlC7RvVSUpcFs8mE/d05s1lOt9flwJFVesf6yMYZZ8qS0c4Ou+cvs783Z+PwEdaPrjdh4/54LyOvYZZB6FOerO9VGl2hywxdVWhnKWZjZBiyWMy4vD3n6U3JdhagEHQDw+GVmkNrMd1OlzQMaLdbLLIp7bhFr3M9mCLFKYVUiro27G5fotIFOi+9xM8Jer0lWp0OVpdEYUy7O0BNd8l6A0696xtBBQSHj7B1+gkunD+DzucsD5YQUQuATAbsGcfhpQHz2YS4tmSABnS1oGwcp3HlWzm/+r6fbxzIf/5SKuSue+5Gqi9v4cxmM1544XmyzO/qvpollSRQkij0M5UgUCCcbyEAVVkSBIo4itBa+wQi6/zuLPAPtzRK/M8MPyux1weLzdBWSomzgulsys7WNoePHgV8f/ZLc3YlEEuBcM08aWvC6MIF2uvryMgP+x0NOhuJbR4mIAhUSLvVpSgz8myBchIZKlpLA+bnN1loRyohVQ5JzcIGaCeQwuKcpHKBPy9YSSgMgXSEUpEGXlZc2oAWEqEixkgWrmbfOCwhHSTXNjOi0NC+fcBGMoTSf28yiFheG7K/OyKrCoLZgvbqCrOdbfpra8TdLjIMfavG2T+GSUB4kQS2iRzEorMC3bBlorj1xQaPNd7FK403clnhMyV0RZ2XFHlJWY3RGvYyQWd9nSMH+wTGNDJlSxwEWBXgXZLWh67gQ4yssxhncULSSlu0lwao0D9490YLtmeWSFo6HZ/RW+uKKEqJgsi7WoVhnlXM8oLMWoyDuCyIrSFRkkgoROmDknwnuAmMD2IOrw151eEFFBXOaTpJiwNDzf7uDnd3A16Yl1ydLpBxyuqhNfbGcw4fDXDd23jfxz9MYGBSGIR0xMJx+rHPc/a+e1lZWuHr3/QuPv3Qh/nVX3wv3/P9P8zt99xHEIQ88KpX84/+13/Ef/q3P82zDz3FxvqXn0T/rPXKKPaAdlA3u/pACEIhCIFASTphSikEWa2psznTbE437aJLS1XuUtc18/mc3dGCze2SqnKcummN2++7lXY39Un3COqiZLqzw3xnh/neDJWm3PHqu+mvLCGTGCFWMHXlh1FNO+m6LdxqiwpDAhGjggDDjKLI2dnaR0jHxW3NmVHMpJbE0nGoXbI+0Bw63KPXHxJHKUvDFcaTESLUWGpyU5KoiFrXuKqg3e5hbM1isu9bE0GAChKiKCaKU2IVgUuJ0xYqlLj9XaJDN+OEIO53G5dkzNbmFUJTYm+qUA0S16iASghUGpLtlATad11roNvQLSvxxWR791UWegcEMuTkqRN/soMDwNXNK5x76SXy8iu3gv7kkkI2fBiLVBLT9IyNsZRVSbvdIQhCyrKkrjVCKtI0Jo5CrK6JgpBJMQPhqOvKO1RpEArN8dwYS17UCAlXr17lfnxojWzwCteXABSCSOAFAYVm9+yLDE6dZHDgACKUN8ZCIJAyQNu6iRyEQCmSOKUsS/JigTQVYa9LEkBVQ2YCYgGh1KRoFibEOb+rl42jXDtFbiGwmiRUJCiMNRgn0UhaSKQKkUawcDUjA5aAHgGXLxYsr8It0ituTF5BFJMO+6wMEkyWIfs9iqwg7vdZTKdEnXYT8tO8Bz67E+e8+sY1mc+u0ujSJ8opFSKlprHTejWa9m0cYwymyhtKq1e+aOOwCqx0FLYG5zh/dptHLky571iXmw8NCWXI9XmbZyBZ/5C+Dr0TijBUpN0OUSttJvASXVZcvLxDqaETOoSpcXWNi7yru5aCUVFSREskN91J9+hxOklKrQ3ZeJ8LLzzN5aceYaWec8+BFQZxizAMvD+vOal0kg6vuW2dyWyBkiFGa/ppwtccb3N1b4u1fshbbnk9s2DA73/8o7z1La/lW7/jbxDJhH/15FNEm1dIAj8TSnoJ7/qW76aVpmwcuZkr588RPR4iTcH7fv5n+O4f/gnufO0bCJTg5ttu5+/945/iN/7dz3D+6We/uhuqWa+IYt+IttDO52YmQhILRywdQhgsgn6UkJsSJUNyXeIyR1mUTK7t88KW5szMYG3A6w6nvPqOFVZWhiRRgLOOWldMd7cZb21RTDKSuMXGyWMMVldQgWryQp1vQEuPRjDaHx2N1jjtQDjCMEAq1bgqLYnRVDLj2ZcyNouERAjWEs1qt+LImmTQ7ZG22gRBSCvpUJc+AWt99SBRHKFNyXw8Rhcly8sHvbxNa4QUWFORdgekcZuwmewL/LBRKE92pMhYDSOiVps6ywnThP3xiPlkn/mVl7jt9vvobRxp5HeCIIp8+PK8xBpDC48xDhHEDaLi5QaVaOvQwOXNSxy8eojBcNBgYv2u97nnnuHylU2q2r4M96zzQy5r0M1gT+uassiJwoA0SdBCNAoK34ev6pq8KAiDmEk98eiEsmwMtD7/VIjGQi+867SsHYm1PPLYQ4yyCdmk4Cd+4Md54pkn+NRDD94Y7qrGKRoAAkVxbcxie5u41yMIE6IwxliNaY7/4kYAicQK20QUCkxdU1NTpxG1hFg5tDWUTmGtQglDIDSVCzFOEgqLxDYFX1A0rZ0oCGiF4NBkJsAiSYVAECIMZE4zNrVvC2nJ+TNjZq+a04tiTF1j64IwiektLzHb2fGoZGtRYQuT5xRZTtptHvuu4fbjcFaDEKgkxTlBnc1wdd2ckjx+xFTljWKvbUPHRHpERBhjwxhd1xQmpzY1tTMEIfQCQRSX5NuWDz6eIRZjjq0NaXW7qDBpMnC9iEJJ74OJkgQVexwKogntNprZeJ+LV6eAIg01YUNytc6yk2ecNTG3v/v7uO+NbyNIU2pdU2tvxLPWctvr38R0b4dPfeB/8Ksf/j3ecmjAnQeWCUQT3RgGYCzdTo+k1WVeZHTSDnmVYXEcWl6jvZgzu3wW2T7Kd777G/n6b/lmDh89ThTGfNsP/U984N/9DGsuY2Jh5cQJvv57fohDt96KlIoyzwnTiN/5jf9EVWV84Jd/lm4acuTO+3FY1g4e5Pv+wf+ZL/zyL/Dghz/7Vd9Vr4hiD00v3DkSqQiFIJUWJSxGOyqriURAK/CMCqdr9mcTruxUfOFizflMsxKEvPVExBvvP0Gv27m+0aIuKva2LpOPx7R7Aw4eP0nSSry121hkqFBJ4k0WVUVdlFSLRaPSFJiqJgxDolaMUuBcjbGG2lgMkpUDHeS1ijpzHOrlHFgxDHsx7VaLII6I4hZJ0kGqkKrKicIIJRRVVmCdIUm6yFbHtyiM8RLSpEU2mZC02qRpr2FzeyaKkworvN3a1Zp4fxelAgh9upCSAVubF9h87jSve3vBBj7MuATKOGI2z9DznNpCXwp2rEMJR+Ughr8Qv353tMdP/s9/nzvvvI+TN5/g+IkTHD9+nAMb6zz4mU+yvbX3VffroUlPssa395oiPlssSFOPia7q2gd8S0FRFCwWC7IspygKtDFeNWLtDZmtZ/pzo5UDDm0cUgqy3PCRT36CD338k8xmC5aXlzi0dhAl5Y05hcC3c5oYEKr9nNnFC0RLSzgL/aUVoiTxbThd49CNsdTiTe0Nn945HwA+HFKGCaKqSKVDO0NlJdr5DNrrpjaDIJY1oRNULqCwAUIbpLBe5hn66zG3gachSokkQFnB3NbMTI11CjEuOPPSJnefOISuF6i0RoUx6fKAbLJHPt6nf+wEs2lB2G4x2d4hShMUzs/EpPDtRBU2CXFNvx7AGl/orfFyXSk9pkL5MCH/bgtwgtpqiiony2aUReGNZ05Q1Y5aAw5OLlXUo4CHL1V0oglVtSCNIjr9JZJe32fkSuVbSc0PxjoLtfOKn6JgtL3FZGGxTqKUJYgklakZVYZLvXW+6af+CSfuvMO3fptwn7quqOu6SXUzrBw6zDf+wA+ycdMJfvc//EeysuS1xw76gi8dyipEkGDqglacMM/nYCxVWWGF4NyVMRev5rhDLb7ma9/E6to6adpiPplw12tezZW3vYWzf/QhQmW45w1v5MBNpzBFhUwTZtsj3vnNfwNd5jz8+Q/TCkNefPphknab5aM3EUQRSwcO8aYf/7vwf7xi7+mCAoiEIJUQCoNF4tHZBmMloQIpFNPxhBcvlnxmRzPVhgNhxFsPKO440iIK5Q2Eq7GObDohjlOWbzlE2uv4i1P7HYdqt5BxjDWWcj6nnM6pFlNMWaBUiApDknabuBM1yh5BtiiZLeZNILkjSlrccbKgLKYM+pbB6pA6arOJQhnJ0El6umag/K6g3e6ihCIII0SgUMrvUMt8Ac5HfMdJh8VoTpq0kTR2d+EJiQZB5Rr+uBC4zgChJNnemLIs6fYG7I/HGBUxm409wlYplFS02ymTeU5U+bIV4k1DC3wUmhB/sRSc2lgubV5lNpvx1NOPkqZtglAhJezsbbPIXh58QdeGQEq0rpodfUlRFlR1TbZY+DaCVDeO9Nebyv63zhM/vabCUxm/9AHmBKZpAxjj0AYOJB1wlkCGFFnBY88+eaPQX/9IKSBAUFiHrizzy1fpn7qZqbNoo1laXSdpdYiiAF1XTdi78e5pAUGgsCak0pqg24NOSja1xMLLLENhKaxopI2W2iqsE9Q2IJaGWGhKG5JbhdSatpREQUjLOow21M3JoK0kUigCIZhbzcIaXAVfePw0BwcJLTEi6PWQcUjU7ZMMlikWY5LRiMGRI+yc36TV6TDbHzFcX2laOF5TL5pIQ2s8PiEZ9DFVyytzjMYaH0quqxJjDAoLwrvItbXUxYS69j+bOIoae7JjMZNUlSAKHWFk6UvBU2NL9FLJA8c0g9SQZ5eIdq4RxglJp+MxEWGMDIIG0mbRZUmVL1gsFmgjSCQkkUeWlHGPJ8wyf+un/jkn7r6rUTM5lNHNtWMbx7mf2ZRliUNy8z0P8K4f/mHe99P/nuVWzC2rywjr4WXOWaghEIpe2mZra5OHn5/w4sSyU2i2tYb8POXHPsixe25GCcl0Oqbd7XPv29/K6OwznD99gWceeogrp1/gyG23+wdlVRF3+nz7D/4EYRxz4fwLBEnE5tYVwlbKysGjGKkIVtde1n31Cir2/jgeC0EsGmKhE2ijCACDRQQBeZlxcbPmsR3Y15oVFfL6Zbj5WEyv3aOua2RZoRrnbLs3IEoTZOCbRWCRSYgKY5CCuqrI9kfM93fRWQa6Jk5aRFFK3GkTdVIIIrQ2TEZjZrOJj2ZTvq1iHAyXWhw7OufsVPDCrMPhe9/ATXfdS39piC0zrl08y5XLz7PhpiRKECfJDU6OLkt0XRMmLfLFFKM1aerTjeJW6t8cKXFI9iZ7XNvfottdQqUd3Mphlk7cAdL3tcu8ZLCyRlkZRJIyK0uE8n4EL2OMmBcVa+I6If2LxT0QMOcvVuwBamPYn06ZLuY3uFjWOmr9cto3fvlCbCnLkkU+J4xiskWL6XRKFIYkSeKj/7RhOp2xWGTNrux6BJ/0nBZncThUs9MXfoP5xySgURSTJBGd1pC777ibW267mYuXz/Off+mXWGTZjfdJAGFT9CrnKHeniKok6PWYjfdwzjJcXqPV6ZIkbYzxRj2PP/YFJ4q9m7nudIiXu0w2FyxMgEMTSUiVV+NYB5XQVFZikJRWEElNKjW5DSisIDKWQEEShVhXMXMW4wSRrFBCIUVAIEIWxlA4w9mrYz7/7Flee3NKS3SRSqHimKTfp8jmTKcTguoIw+M3w2KPYrRPVRREnfaN3FprLKYosJX2vXucDxVPYoT0BE9b18gs95sXZAMc9KhDpSLi1A9wbWPMQmnixCCFY30tptaOy6OQ0mU8PjZgIm5fqxh0Q6SrcLsT2vGEbjclSlNk6DdlMor9CbbKKYoaZxWJtMSRQYRtvrCV87V//8c5fvfd3mCJwBjD9uYFLp59kbIsiKKYdqfH0vKaz2iWCmMsB4+f4P63vo0PfPIjHFvq00lbWGMIAkVKu8kFKFlbXuPVd0QsX5tyZqsgHjt2ipovfO5JKvGz/NDf+WGGK0MunTnN0499lp16TJTC5ukX+Y1//S/4vn/4T1g7dQvLNx3115wUfOv3/SiPffKPuLp1CRVFlMaxmI1pdfvU9cu7s14Rxd7jErwKJ5GCQPjhk3WSWlsUIaFUWCfZHWVc2AvYMQsUgiNRSC+sUEFMGKdEoU8TcpWj0x8St1NkGIA1nukhhWfeO9BlSTnLqDPPpUjDiDCIiFsJqtVCxJFvG5QVs9GUsiwZDIYNawXquqSuDUo4Dh7aYOfkcX78H/9Tjt55n+8jAjiLrXIWe7uc/vzneemT/4O16TW6MkBJRZnNvWY8W3CdpGgQRFHYhBqHiDBkf3+fx559gTAWBKvHsMfv4bkLl+nkFQe1pru+Qnd9hemTY5KkReYUiywnihKkkHQ7XTppzM5kzP4iQ3kVYtMugB4C/bLL8h9fxjqMNdyYV/4llnWOvCwJ8pwizphMRqRpSquVNr1bv6uva+2VOtZhrYeRFUVOrbXPVMUf853zA+k/2aUa9HqMJxNOHLmZ17/xNRR5zpve9Gaeff5ZPvKxTxAJQyCcV8ngCIVDIDHzmmp/j/7R41DAfLKPcxbrDJ3ugChuEYYxRbGgKjNAIIRChSFhq02yuspIXSU3YExIbC2J0oRSEigIncckFFZS2oDChkTCEMma2ioqYwmtJpDKIwKoWDQZI7HUzWBZEaGYWUFpLJ9/apNhZ5WlgyuNs1wgewMQMfmiwgZL9A6uMjk7I+l2KCYL3yJMBCYvqMYjTJ59EbAmFUIpVJT60JMgRCUxsu8l0eVi4bdXTa5EHCYoGaBURFVkZPMZutIkKaQJWGeoK0ssFVLA1NQ8PVcYHXOoXTFIDWko6PdDusvLtPoDnMV/rtmEsq5ZlCWLTJMbiXGCsob90lAuHecN73xng/Lw/psLp5/mQx/4LaQLuOXWOxAhXLhwltMvPs/td9zLcGmZpJWSTQLuffUDPP3Qw1yZ5dycxBhXI03gNxIOgjBByogDazFLy0NOHZlwcXvE05cyntqvePjTD7F55QpvfcvX0m2FVLNdjp48Tv/eHodWjnKg1+Hif/3X6FvvZ+0d345aWUcqSdrtcedr38jKc49TYxktMvKiBjkjTdov6556xRR7hw8dj4TfdmkUphkwlRZiFTBbTNm8JtivFNY5VlTCWgjtQcpwaYUgDLFOEAYxWpdks4nX9yrpj3oNLsFUNaaqwFjCJCKIhgjrEMYinPU7lbSF0RpT1tR5jZSK1bVVVBh4RYG2PkkotMQmJkw62KUhQdC4dxuJhkMio4T2cJlb3/gmVk6e4rnf/w2yFz/DkgzoDIYgBKE1SCWoyoJyvE8Q0jwoPA/+iefP8sKFmkP33Ew1WOPzv/nrzPdz3vxdP4IuayKlqOuaSy+e5lX3voWPfvL3KMuCJEmwxrC0uky32+Hq7i6ZcLQdVIHANa3Xwqv8/8p+nn/ZZRpDVF1VFEVGksRMJhNUoGiXbVpp7Hv6xpDnBXVdssgWLLI5dYMpVkp6XrwxnuD4pwwO2u2U22+5hTe8/nXsjXbZvrTF0soyd999Nx/7xKeIpKWtauYmvBHWpAQY7Vhcvcbq3ZpWu01dV8wn4xsO4rZzxEmLTntIJoU3GwGBVIRJi9b6OnUC1dRgpUILiXaSduBNR4EMCBWExhFqTW4VtVNIB1JoH/DjH2U3Cr6lItNe2ZbIGj/o9tnHC2sotOWxFyfccmrBctpmYkOevLCHNiEnh0MSoymubNFeWiXbnJN02uT7Y5J2m2JvGykEYZwgw5jrqkxnG7BdXXupqwMZRySdHrqqsGXZeBu8AzeOItrtNq4/5LndC4zGC9JWSBw6CgJkCrff1mVY9Hns/BbzUjM2AfUspZc5uqFGhBkq2Uc7TZJ2cUoiIo+dzqY1mpiNvmNaQmkU53YXHHr97UhXY3WNVAFVmfH4w58hmy54z7d/P3s725x58QXyfMIjX/gcTz/+GN/zA3+HbnfAYjwibXe46fZbeebS8xwftL0XRCmc8cIOiQMDgYqQKiRaihh2+5w6XPLAzoRPntnlcxc3+Z1f/S0Od/scXx5wfDnmZDijf+05WnsxcZwyf+SjMN2l9Q3fQ//4TZhKeyPndM7kyU/Ruu1eRt1ldkZjqvbLk1O8Yoq9EJAIQSQsutHdOwfGCErjKK1mNCoZzzvUzhIIwVoQsN4v6A3aPHv2Mt1um5PHjhFKRZy0qMucYjLFRjEyDJGBv+FtpX0KTeCPp0I6hFLouiZqtxBJyys9ao2pNUJCp98hTIIG+CQQNBMlaXFCI43Bbl3i+YcfZO3EzcTt7hd3kUIiw4ggimj1+9z8jd/Jo3lOtPkkLesIIr/LssahqwohAqK0jdYFIkx44vnzfPrZCWV3wIFbTvDggx+hHi8ocnjw/b/G+vHjJEmbBz/8O+yOJtQiZ7rIyIvCqxQQLK+uI5OEWAkW2pJKQX91yJXNPaTzSpy/iiL9V7YcaGMpypK29bLIoiwoMh8Cr7Wni+pGRTGdTtF1RRBEXjHVSGeN9rvcxhT5x5YQgrzIuXx5k7WNVZ546nF2t3e4p76X5eUVL7cTkCqDtoLcNRgMfHh9ubWPzXNag4MgJOP9Xabjffw4V+AwpGmfVtrHWuPjJK0lCAJ66wforvbZmowwVtCWHnTmtCW2mlhpIqkIlfIBK7ryzHsnsPiC7yEL/tQhJMQBOCyldjgpiJT2VEoRopQgsILd3ZJnzuxxjA4XqwHTseVgTzGdlrAhCDt90pUBri6xs11UnJDtj0k6fVQcorMcXeYErRZBmiCCxmtgaZ6ECoRCKUXc7lCXNc5pgigiTiLCOLkxLL/l1uNsbV+mrnJsXYNxSCNZXepwJE1YVvvMxjmmzsiLkmmZUpmArZGls6Toq4TaaAwa1birD3S6DA9UHNeaotYUZcl+6UhmF/n0r/48vaMnGG4cYG+0x6Ofe5AjR0/R7Q4o8oqiMNS54fzpszz9+GPcfMvtvPPd30ar3WEqJAcPHeThL3yOk4OYteGQTmyI8PNBnECEAQqQwhEQoZQkjVJWu31OHVrnzhc3efbimNjOaY8WmMIwrUO6G4dIhxtE1qJ0RX3peXY+/4dsXTjO0btfT7a9zeVPfwi5fZbW1XMsH7+Fzq0PcFV/dfLo6+sVUeyF8DrmlrRIYdHW76IcUBpHVgmioGA6dWgbIIVmIBOGgaPbVWRFzuUrNQcOlWh7wON1rSBO2ljjMzR1XfqsUF0jZYSUgmI2oVpMsWWFEpL+wYOo1gq6qrz00npdb5B6bb1oqGZCgXAO4QzCeUiVkIqlQHPxsc9w/s67WT9xK7s71xjv77J+8AjrawdQShHGMXGrze3v+nae+C+XaJVT2sbLx6q8wDmFiiKEa6ONpbYFn3hxl8dLzTve+QCzquL4XW+k6F3i8mPP8eTvv49HPv4RTtx1L9Mq483f+t0cOnkzn3rws8znC8oiR8qA/mBAr9NmbW2Z53YnWKVYP3SIZzb3KJ3zD1r4K2nB/FUsj5ppEMWxpN1LCCJLZRZ0gpROp0VeFBhr0LpGCkmr1SYvMtI4AWvJivKGvv5PW1IKlIIDBw5x6cp5lPPJU9ubW+zv7nqEsnUYHK1AY7RoBqFeg16PFiy2r5GsrpEmKa6/xGi0w2y85x+yTfsoTbqEKsJQ47AYZ4i6HYZHNhifH7GojWevqwCHRJuI2hkiYUidIwoUaZwQW4t2Buc9qXQPH6Zz8DC6KBF1RTWbkeY+zcxUtUcPC+2R9hYCIZkZyaNPbrNID7J8ao1bHugSL2ZkO9vUUYvu8ipmMSPuLpHXJdI6wnYLopCg3yUYDKgnE0yWoYvMRyQmCUGrjQh8dq5QCucEURzT6rZxotXMnwSmNtRlSTYZMdvbpd6boQvj4zjTiMH6kDAUTKf7lEWJM44wgHbfse5KhJBUMmRna0xYF2zcdJi41fNtUycoq4qaOaGMiBJBr6M5HMYoM2H0hT/kwkMRlzsdLo32OXtlm/nehP3tXW6+815uPXUrKlK8/7d/HQHsbW+TJAlhnGCRtLod2DjC7+xp7KWryGzObUsprz+xxnqnQxCGjU/DSzilDHHSoIuKfhzyzvtu4o23142Sz2J1RRgEdJOOnwdZjcAisgXppdOM05SzD36Q7S88yP7jnyBylrXBEt3ZBHnmOfq3f1kE+J+5XhHFPmyltIUkosZeV5sA4MitIyshdjVZHgCSWEi6MqYX50Qtye6upapDokCTFQX9doAKYmSofFpTlpFPxlRVThAGBEFEPZ9TzjPQhs5gyODEUeLlpUZX780hMghQYeSf3FL46ETbDBylRAjPzR5NR0zyjKI2BJMRv/kf/xViaQMVRwihaLc7vOp1X8Oddz3gbf9hRHe4TP/er+XMR/4bdy4PUQ6QiiiOcE5T4RDOMc9LzmcVrpdw26vu49hNt5B22zz1sY+y+fjzyMoyHu/xyLWPMZdw8OY7eeu3fAdHjx2jHfuovjAMaLVSVpaX2d25zMp6D3YzsoZVYoA95+g36TdfPXH+r3cZ60BbyipvBmgJQRgSRiHdbof+YMBof5/ReNrIThV5UTCdzTDNzv56ZuqftpIopqoMaZrw0U/8EdtX9xguD/nIRz7knbjWol1ErgUtZWmpmlmzs1bCQGWxkynSWmrnW0VpkpJnGYvxPsJ6t6kwgiAIkUJ5MqeQBJ0ug8NHCdPT2LpmYr1zuadCEiFwNqBGop2l5TRJoAhV4GP2MBjnoW+H3/6NpGvrKBQmy8gne1TzKcV0wnx3i3w2Bm1YjPcppnOiRc5ikXPt6g6HXjNA1RFpHNJeWyM9tIrTBXq+QEWK9qETFDtXceEIbE0x8z181e0Qra6gZzPK/X3KyRRT1cTLQ1SceCaTs8hQ0loegABTG0xZ35BGjjevUc01gVL0hz36yz3CxLOgpnnO/t4IVznSJCAOQuI0xVIjVUI7gHS0YPngOmm3j4yiJl/APwz13AsxkjAlDFLiMMIKh9KSrqu5vPkCF567DE5xtai5cukiFQH7B+cIW9IfDhgs9bj9rnsJwhBjLXlZ0u4P+fbv+R7CIMA6w/bWFk88/CjvfeQ53nXTkFcdO4gyXocfNEhoYw1lbckXM9rtFoMkQaYpMlDYqsYWJc5qXBOjiVFY47CXz9MbrlGevJNgfZ3k4HHOfPYhLl3YpZdEZBnMfu+hl3U/vSKKfdTtsrK+QfnSBUqrKJ1rnJyCylrGC0dioahDJNBXko6q6bU0UgbM5hFKGrCWrdE1YJX1lQ3KsiAIQqpmqBQFEcV0ymJeY0tD2k7oHTpA//hhgnbPhy8YA9Kn8igZIIMQb/nyWAe/BEVZc+7yVR46e5nnrs24lhtybTjZkZgDu/RP3sM3fuvf5NY772cy2uHa1QucTZ7j+E23okJFYAJO3vcq/ttv/QrHWgsGnSWSltdZV6U3rwhgNJ0xqwytlR633HUHSauDkAFrp06yCGKCqsBpQYHDCnj+mee492t3WBr4EO3rBqIoilhaGlLVlqSVMjczsu0tRMNjccC0ed9fMUs0MLQwRqkQXWvqqmKRzXnh9IhAhRjjGI/G7O7tsnl1k7IuqbVpirz7ioUeIIxCqlrTH/QZz/fZG40pdcWVaovv/a7/iTMXLsGFTWobUKBJlKPVKGIsAqEN1f4esQqI0oTFfEIQKMIw9D386dgD6Ywhbbc9fkPgpcFRTG9tg+FyG72YMzWauav5/7d35sGWXHd9/5zTe9/t7cvsizSSJS+SLFuykfcFDGEp7HJsQgKJq0gCVAhFJYGiAgVVqZBKKmZJIFCJiROMWYyNjAxeJBkLGVu2RsiSrGVmNMub9+bt97679nrOyR+nZxib2NYYySPr3W/VrXu7b793u0+f+7vd5/x+n2+pDK2Kb+MISaYlumL9RK4m8FxcaampRX9AORoRLezBCwM7V5XnFFkCwKi/w3BnG98N0KVmsLNB0t+hu71O0t2hFBDMzROWCbXJCcpsSJYMLXLAOEhZJ547QJE2KdqryCIj6w0JHXACn2B6Cun5DFdWyAZ9nDCwQzuOUzl2yUuZNyovyIZDtpZXaC9vIjQ0WjVa81PEUYRSCZnKSYqSwaCHNIbWRA3fDwniyKYQey20EPTW1pmYm6W1OG+ra7WlCiF0hboQ1MI6UVQhTxyLs/bQtLs73P3lFe5eypiLXcKsTbdsc+Lp9xM3Glx7/THSNOPY9TdSjkIevP84uekzzFJm9x0iikKkBF0qGgt7OfSSl7F2fom7P/hB8jMr3HZgAcdxkJ4A6aCSDC3s616nzeTMAlQmL2o4sMM/2BRhpRRp2rPpqdKFXodG3GTywGGGgwETnZLNL36ZYienVoPDCx58fSjtV+h5EeyF57Lvta9naXAX6WqvCj02O0Rh6HQFLWlwMDhSU3MyYi+3+OMSdOHgOwpXQKfboShLZmcW8HyPUa9HsrPN1MJ+VJ5RDhOi6Sb1VhO/WcObbOFGMRpbjo0UuK6PcF0LuBJVkDd2uD5Ncp44u8onHlvhwZUOvVzZIScpyZQidAwz2oGsIPRjms0pnnj0S+w7cJDV1fPMzC4SxXUcx6E5NQXTe9lO1mhGJUZJSpVR5rkdszawtNEhV4ZWGFKrt4hrDaTjcvDoMVR9gs6FNTwhCX2J9CR6e527/+wuXvTSl1Br1SyxUNgJssB1ieM6ScW/GXT7X5GDrvnmUy+fGxmU1mxsdhgMU1xXMhzY1DqlNEFgh+PyvKAo1FcM1zyT2jCtbXFSHMeMkoRRkiBdQbvdZ6Pd4Zf//S/z8Pvej3nwIQojcXSJL0sUhlxbm79iu41KRtQmWzjOhJ0fUBqhLZAtHQ5swNMFQRBbqqmUCMchbDapT7dIlkc4ePSUZKBzCqOYwKchXaSAEnuXURSKUOdEnoPjupg0Id9Yx6v46TgCL4rAsXW39XAefJcyT6nXJqktLjDqd6gN9jHo2n4lPB/lOPTXNil7O4SyoOGCV2/g7D2EWX4az69jpveSb6/gxCVlXuAqi7DwWk1irRltbOJENYy0iOQyK5Geh3AlulSkgyHbyytsndlEOjC7f4bm9BRSGIp0hBL2wm447CGwTmK+7xGENdLCXtQZCb21DeKoxtyh/UjPoywKLN9CAg55XuA5klotunR1jTFIDIUqeXxpjc+vatzAZc/1exl2CszmFlJ4FL2QtTOGemueZGuKP/rtv+LpM/dy21tu4vve9YMcPnL0EjI8SUaMRgOKvGRmz34WDx7kI7/+q0xvt7l+bhaTQVEMMdpSAYwjSLIEtb7BzJ5FyHLA1t5c5DupsiRXBWk6Is8LBsurFOd+kxf/+E8zc+gIThDS3L+fzc/9FYdnXaaaDXio/Yy/Tc+PYC8EraPXsHjH68g+eS/DzgApjLXxM4ZRKklziS9KPCeh7hdEgcILjO1w2IIXT0hagUuJoVQKnaYk/S6NmQUMhtFWh6nFvRUC2eDE1tAZqKzVsGYU0rFG5ebieK+kLApW1rt88kvb/PVyB2otDh07TFAUjNrnaF5XoOUs2+cTltc38KdGLF+4gDKfZXl5lVGyg+N77Ox0CKKYolSoUtGcW2D1xBkOTVR+sliwmNYFvX6P81tDhBE4GLq9LWYX96K1QTpzLF5zLb2dDd7y4j3MTNZIkiFf2NjhyMEjxHFMEMZoZcA1oA1+WRKFLsvnV5HaoIvnV2j/ahkDZakpBxnDwd8tzBqN0r/X/w8Cj33zi7iuJEusRWUUhPhewiOPfol3veuHuP76Y5w4/iACQ6EF0tFETlGB2QTFTpess0V9YZbIlchajFQ50qaqoIqMIpXW5s9ItOvgVZA9NwyJZqfBWSU0thbCFZKeymir3FI9HYcACwVUxmFUGkpTEGqFqwW9pTMU/QF+s1XhiAVeEFgstdTUGlMM+tvk+YAwblGfnMMLIlwvYtDfpi8g9kP8MLYBPBuRSAfjxcgks367hUHiIuIEMxyChnKU2OPLS7Qu8RtNOwE9GKGKElOqCmMgKLKM3uY622c3EUIyf3iW1uQklBlFWSBcn6jWwClzktEIx3GIwogoiinKEp1k+FGNzaVlQt9n7uA+/FpcGQVpnOrKXgubshsEAWEcgLhoim7vzJPegM+eG5Ipw7F9LsIdcPxsm0JJ5sKjyDxiY9kgkkUSb55OZ5XVzS3u+9gDvPrVb+HWV8zS3t5iMBhQazSJ6w3SNEErTeO6G/nBn/gpPvUb/5G9zSFTjZatp5ESY0o83yXyI9aXz3PmyaeYWZjD90OL0MhTsiKhyArSZEiapqSjAqUFkdimfdfvsf9d/wJjDGGjRX1xgac+cQ/JidUr6u/PKNgLIc4CfWxKdmmMuVUIMQX8IXAIOAu80xjTETbn8NeA7wZGwI8aYx76ev/fGIOMfQ7cfgdpr8vonvsRhaEw1prQMZI08YhEgSsNYaCIagohNVw2YYaByPXQXkAyGNBdOY/neZhawajXIarXcALfFmKEri1WUgotBLpUttLUs5NLhgqAZjS93pDPP9nmUycL1oohb//R9/C2d/wAn/zQR7n37o9xKinZ/twAVw6YdB2c0Gd1u0tnp8ctN99Ob6fPQ1+8l8woDhy4htlZRZ5lZOkIHIdeqmy+smMrKMuisBkmgz6bfXuJ6mYF5584Q1yfJhkNSJIhx264jrXTDzPf8tjZXOPh1QFzi3u5bv8Mx0+ewfGOkKZDC0OTDqNkhJSCJMmJDEj1/JmQvRoqioKVtVUGgx4HDxxlY2unso90mZpssLW5RVnkONjiLIRAC0Hc9JhqxkzvnwZXMk2H2d4pAlNgVEEhBIlM6OqMnVIwygpwJcK1E/FlUSClsKbkMzP4gaAoLZ/IcVwE0NMFHZ1REtCSLrGU+EIhhCJXklJrYgP9C+fpr6/gTk/gBRHSkRiBvfLXBhFIakwy7HdIRz2iWou4MXHJxW006HA+GbC/1iLyQhgNcYOAtMgYnV8lFBmRyEFr/FoLNdhB9TuoPEcIQ5lklIMhqrSYCq9RQxthK1sdO4Qz2G6zdXYTpWHvsQWarTqmsAVnbhDjxnXcKCAQdYSR5PmIKIxASLq9dWr1FutLF3C0ZHrPHLWZGQtmU8oarWAvGC3m3CUMfBw/qKpkuQQ1XG73OblTcHhygtjUuf+hZbYKRV3UyAuJpuDQwhEmWntBxCAijux7I1OTLdobCXf+8R9w7yfvYmtrg1e8+rW87Xt/kPnFPRYQZwxHX/xSTr/mrWyeuJ9mVFrkhCNs5XSSkhcZE/MLbJ4/x8q5p5mYnrLzfnlKnqYW1WAsDro5FRLFNaKwhlvmdO/6AIvf9W42vBA/injpP3wHZz7zWTj7F8+4v1/Jlf0bjDFbly3/LHCPMeZXhBA/Wy3/O+BtwLXV4zbgt6rnr6swahBHdWZuuomdCytsPPp0VeRjcBCoIsQNc2p+SRQb/MBecQupcBxFoQRZXuLHIXFQIxn0UElGa2IClZc4RhI0Y4TvIjwHIx2cIEKXuS3SkVXZtbEmF8YY8iTl7PI6f/bYkEfaHrKW85rXfSf7Dl7DR37/9/jwnX/C4+dOM1Al2oCDZOQKZoWiu3SOk08+zitueyWPHP9r7vvMZ5iem76EZh0NB6TDAd12m3mjMarA4NrKRGXNybd2EnYSm08dlyVnjz/Kxz/9Kba7HSgVoRvyoulDnF56igv9knBimjddu4f1ziZHr7+OU48/yWiUcuNLbsLzPIb9IXEcoxH4GGIEXUty2ZVyHJvJtbXd5sjRa2i313GkS7v9KMNhnyIv0DojDCFuxszvn2R23xRze6ZoNiIL2CpKvFBj+iu2aM93QWgKJycuO7T6fRzpUYwiesMp8qn9eEFMYQSFlMSTU0RNHz0qsCm9MOFYq8OeyunrHGUMGpe6I4mEwpNVKmip6W+uMdpco1Uco3QkLr5FciNsASEGzw+Ja5OMhjskowFhVCOIYxAgHYdRb5ulbMCBqMFks4UrNCIfoVVJkQ1xYhe1vY7uDQmn5xklCW7kopME6Qd4TRcntwRR6ftQGgv1A7LhiM7yGmk/Z+7ILK1WHVVYf2QnjPDrLaTv4fgeGIMfhoRRiHQddtqb+G7IYJAw6iXsO7pAc24ex/dRRZVtVBQ2/RNh72pcm+cupLhUQKWwaOXHLvQRfp1rX/ZaTq08TSc/U82NSTKd0gj344gQg4PWitbkPNMzCyA3eOTJe9hqL7GydI5+r8dg1KPWqPHGt34P8/N7UKpAlZKXvu7NnFj6ElpapzxVKJLBAKVLpOPiuD4Tc3NsrZ6j3+/geRFFkSNdl1qjQRDEeG5gJ+MNqCJlMEw4ceZJVr7wXr7jX76Hxp5pijTj5ne+HT703AT7r9b3A6+vXr8f+EtssP9+4P8YO/7xeSHEhBBi0RjzNe85hJAEYYQBwtlp5m+7lc76OvJCF69i2/tGIo2HHxY06i7GFKTGjuN7XkFe+CRDQ9S0DlP5do/ADYjqTfxajF+LEI5T2RVK7A8FICXZMMXxbdqUkA5lXtDZ3ub+J5e4e8lj4Ewxf2iWg4eOYoD3v+83uP9vvsCOsoYRAkEoQhpymqY3iy9DPG+Lfn+bX//Pv8Rw0EcIzcLCfuYXFqqx3D6D9hYXzpzl+po1wDDawtDQiqJIWNrIKIGbJ30Ohn2ypEeRQDbKiUIXx4PTw5TzKwonlPzQ/gnLgZcSr1HnDW97Kycef+oSK6bX7VFvxrQiH9PPCBFMCcHGNwE/eyGoLEvKUnHy1FPMzEzj+x71hjVgGYyG5EVKc05y6w9/B5PzU0Q1H12UlkyqSso0tVx3GQIOBoV0AouaNppmIyZ0BGWmkNIw52WY0SqmU5COElIvoq9d0oOzrKZbDPolKIMnoClt/WtXFySmxCiDwQXjEUpBIK2BeDFM6C6dYebmVyBDH6VLHIG15MTC3qTwEJFl3CSjHnmeEPgxXhARajuZPezvcHq4w2FvhqmyxNMljspRZUE2KvGbE8gwwuRDGoeOkKws4UQRKsvx6raS0+hq3kQoW9NiYLC9TX+zR222xvzeRVxHUro2EcGt1cG1jCPH90BIIikwRpEOU0bdEROLC5z9wlPsObyPuSOHCRo1m9qoNGm3g84Lgnod4TgIBEFgq+QN8lKBmxT2O3NyM+fGF9/Cq970Zh5+3xPkxlZD5ORMepNEwVT1dy5K2TvsUTFkc+fLzIkheT7kumMvYaLVwAtdGs0m55eeZmpyiiCMKAtFc3YOd8+1lJ2nrbFKnuFIiR/VUWmCdF0aEzNkWUKvvYkShqDWJI5rREENxxoBkGcJ3X6f9Y0hJ9cMFwaSiWCNsx94Lzf+439O85obSIfDK+rvzzTYG+CTwiaa/7Yx5neA+csC+BowX73eC1xun7JcrfuKYC+E+DHgxwDmZmZwHI88Syh1gTs9yezLX0KeHKffSfCFwBUap/TITYnjGbQWqFyjJTSaiiRRlEqSFjnNPEenOfW9szxxrk2t1efgvkWksXhg13csQiGDIinxo4gyy1BZSppmnFha408fX+PLwwaLe6/hjW96PVMzc5x84iE+89lP8+j50yRKcbGORAqHSEzgEJEUBeVA06wtoNIQIRP27N/Py19xO9/39nfTak2wvrpM1u/RW1+js3KBA6/cb3P4BeBKZClIhwnbPcX33DjBwfmQthacijR6vU1vc5Mu4AcBo06fSQ2v8Vymohpa2ywT43vEcY1jN9xAUWYkyYhhZ4dWY45GPWKllxICnhA4VfrlblIYeNx80/V87oFHWF5ZZzQaWJyxY1EVRVHQbm8zWF/hzbccAGnQhUIUtlAJx9JSjdIYx6EsUtwgQOcZxSihHCU4rosjJFpb3nvgN9BZRpmnBGWGn6XUhcPssX0MDs6zstrh9OlttrZGyNyimB3hs6MKMqPoKgAXg80G8p0CURS0z55ieu08Lc8hiOuVOxSXVXHb4aEgjDEY8mREWea4bkAQ1LiIJB0aw6nOBgfDGrNljpMPEXlOMcjQUuE6lY+u5+O0agzX1ombDRvwGzXQDirLka5Eui5Fpuivb6ONYfHQXoK4htGlJYT6PriuZeH7XjXsYy/GVJGTrG9Ta01Q5BlGaxYO7Cdo1JGOrZ7XhaJIExxl7ESs60NR4rg2++yiR7WpAnp3mNNTdd799ndy9Mbr2Oxs28E5A1roCnVhKFVJf9DFGQhKnZNkHbqDHvW+4cDhg/z4z/w87bUNnnzqUeZnF/EdSa/XYbHewPNcPM8jnJlncOExnMLYAivfr+pxjMVhuA5zCwdwHTuUHAe1S658eZbQ63ZZ3xywsqnZGPj0lWSxnnJoj6LuFzz9h7/Jnrf9MFO3vvqK+vwzDfZ3GGNWhBBzwKeEEE9e/qYxxlQ/BM9Y1Q/G7wAcO3qNUapk0O/S3WmTFSOmjl2Lqw1L9z2IGZZIDNpINtoxYTBgsg5aCpQBPzL4QUmWCXQOrobWnlmW233uezzltTfVWFlbocgV7X7KVi/HKMnLrpthz9wcRW7obK6zfuECx1dSPrYyIvFmOHDgJn783/wkh665kTt//3e56+N/zFK/Q3mpDkDgCp+GmGE6PIaUAfWwyURzEkcohpsDbrj5Rbzmzbdzx5tfTRiFbK6v0dtap+j3ePT4ca6pS2YbdWt2YSwzXKkMR8Jth3wOHJqmQKC21hmt/A1r6zlxI2JiZhLf91nPcmp5ifY8SgEumiiqkQppawUc0FlJNkqI+130sE6jWWO00qYLNAPBrBFsZrsn4LuOy/69UwRewYF9s5w9t8bJkyeJooCJyRb1WkQchTz86HEOjTYQ5gAmLXBwEHGNvN3BcX201EAJeYl0rIlJMRyRd3qotIB6gM5LHNclmpiBosDkGQKD6/kY1zouBUDkQevABIcWGmz2U546ucH5sz2s/5VHT0tSXdJTyvqhWgAxns4Zba6TdTsMJxrkeUJcb+EFobXVq+iOBoXruoRhDYEgzxO0Vgjp4AWx7Xt1Wwh2ftAjDEKaXmwRImVpKZ5lDvkAP7MWiUGrzrDTozHZpByN8OII6TkIaa0K0602w3aXibkWzWlr+Xhx7kP4rh3nF6JiVlUWhq6kyHKG3QHzhw+yfvYMQSRxfQdUgZH2e1KkCflwQLMxgRv6tgS/cpKy50JUFFQ7lLPdU4y0w4XlVTbWNmh3u1SmZQgcdEW/1FrR3tlEYEiyHXrJEs0oYunUaXqDNe67914WZydoTUzjeyFlkTEcDvA9H6M1RZbTaE0hHQc/DKyHrdaoPEcVGZm2FdiO6zE9u5cyGaHLhLLUDHp91jY6LG8otgY+wzLAkZprphIOHvRoTkzZqvGiZOXPP0DWXruyfv9MNjLGrFTPG0KIjwCvBNYvDs8IIRaBjWrzFWD/ZX++r1r3dTUa9enubDAa9hECotYEjVtuQw0T1h54FF0qcu3QUYJ8M+CmWk5hwDGGUmv8miHpeiR9SePYNL3uFg+d7DPSgjPrXU49usnWyOAKwYFGyI37GnjSod3eotfdYe3CFo9sF/z5pkIEk+xbvJkf+KF38ao3vJHPffxjfOCD/4Mz/Q7q0k+awBMhTeZp+fsJ/SnqUYNG1CKq1Wg0mwSBZPXEFh86/Rdce8MRvMBh/fwS/fV1NpfP8ejnPs9PvPwQYYVZFtqijA2SIK6z/3BESYmUHnlWcsOeec40DBkSjSHLEvzJkK1ewhNOwR1pyp7mJNr1MaqseOrgSBdTFsyoBDHaYXamRSPeQhcZng9RATOuYLM0uNiiqud3ns7fTzdefx0vu/kYD3zuPlzHZboV0N7eYKI1hZ4zLMzNs2duns/c/xn2v3ix8lKlGha2k/k6zcGTSN9HpxluIwatyXf65Dt9Ox5eAffi2XkkAlXkCGUQWlv0pjIYZa9cdakgTQi1ZkYqnKMNGrHm7JkBYiAs2htItaKnQAgHo12UMHg7fcwoIwqaFOQM+9sEZZMwauB6Nj31In/K8y6CMQRlmQMWF+35YeXQphgZw3J/m0P1Fs36AsXaWXTeJe9t4kqN59XRmcLzQ2gYyqzAi3xUXuBGliabD1MG21uosmR23yKu49hjxOAE1vLQKG2rxaWdX0AK0IZBe5t6q4F0JUWSEseBTV8tCnv3pAvS0QApXbwovnRejdEIRyKlgxAWsW0ArQybfUVuNFsbGxRlhrrs2tRgMMLYQD9Yq0zpc/rpeQLpU6gBnjOku52ztnyaqambeMvbvpfhcIdPfuxPmJqbtebzQBGkCKXwXA8v9BEaRr0+RZExGPXw3BDfjy2CPemjioK8KNjYarOy2met7dLPQxSSVphzYMGwZ+8EjeYEvuvbHH+jiaKU4cP3XVG//4bBXghRA6Qxpl+9fivwy8BHgR8BfqV6vrP6k48CPymE+APsxGz3643XV2eJQW+Hfn8HpQr8ivUufJ/Fl78CMUrpfukJUiUZaU1/EHChq4hCTSgMjisJIygzRZFqltett+xDnZJzecnxJw0LnsMbDte4Yd8U89OTRGHIIOuzcvZptrZz7lmFB5OSUrjsnX4R8/unOXjsRr54z6f5hV/4aU52Ni9NZAoEgajRcvbS9PdSj2aJ/QZxFNOanCGIApCwvr7C6aW/xPe7fPqea5iebiGSlKzf5s4P38kd0y7zkUdRZNbowXHIsoHNvdWKwA/oDTO0SVkqGnRUyCgf4AYSoe2VmpAum+0h24XhXm+J1/kucansuC0atMFxJJ4UXDcHiWmzPnOIows7bF1YB6OQQuBLQ1hVmwZCMDTmqgV8KcVlRiPPrsLA55aX3Ui9WSOMGmxurBPFEb4fIKQFi62snUcpa15e+VJiSlNlfymkkJSDAU49xvFdhG/t83RaWHZMMiJqNHE0eBMzSA06HdoqSaOhsGnBKsuqH2VT3dVplCpwXY/Zhk8gA/btm2CrDSvLXZY3BmwnOanR9JQ13HaEJOv12Tp7gskbXkLcmiAvRiSjHkqVRLUWvh/gVJO22hhc14UwhhSLBZF2aMZDV+PumpEuWdk4C61ZItFFFDt4rkE6LmVeYZtzQ9isU4xSiqzAC33KNAMpyHZ6JL0+cb1ObbJl26csEb6H9H2KJAcN0rVX9BfzwvIsZbAzZOHwfvI0pUgy6vWm/XHUNnrrLKcscqJWEzcKrdcDdrgGLhZzGZt6CShdsNkvwHHJs4IkSyjV5b1boI1ie3ACY0qUyDGUCK3ItEKXXQ444AnJg3/554zaaywuzHHm9Al2ettMzc4jwwhXCHwvINveYsbzQUEy6KFVSRhH5KlPFNZxMejUpqj2BkNW17Y4v1qwPfRJtI8jNAfnSg4fjJmdniYKIqSgcjyzUMc4jGk1W8C5Z9z3xdfihlzaQIgjwEeqRRf4fWPMfxBCTAN/BByoPvGdxph2lXr534DvwqZe/lNjzIPf4DP6wFPPeK9fuJoBtr7hVi9sjdtg3AYXNW6Hb9wGB40xs8/kH33DYP+tkBDiQWPMrVd7P662xu0wbgMYt8FFjdvh2W2DZwthPtZYY4011vNY42A/1lhjjbUL9HwJ9r9ztXfgeaJxO4zbAMZtcFHjdngW2+B5MWY/1lhjjTXWc6vny5X9WGONNdZYz6HGwX6sscYaaxfoqgd7IcR3CSGeEkKcquiZL0gJIfYLIT4thHhcCPFlIcRPVeunhBCfEkKcrJ4nq/VCCPHrVbs8IoS45eoewbMnIYQjhPgbIcRd1fJhIcQD1bH+oRDCr9YH1fKp6v1DV3XHn0VVgMAPCSGeFEI8IYR41W7rC0KIn66+C48JIT4ohAh3Q18QQrxPCLEhhHjssnVXfO6FED9SbX9SCPEj3+hzr2qwF0I4wH/HYpFvAN4thLjhau7Tc6gS+BljzA3A7cBPVMd6ERV9LXBPtQxfiYr+MSwq+oWinwKeuGz5PwHvNcZcA3SA91Tr3wN0qvXvrbZ7oejXgI8bY64HXoZtj13TF4QQe4F/BdxqjHkx4ADvYnf0hf+NLTq9XFd07oX1E/lFLKXglcAvXvyB+Jq6VKp9FR7Aq4BPXLb8c8DPXc19+hYe+53AW7CVw4vVukXgqer1bwPvvmz7S9t9Oz+wrKR7gDcCd2Hr5LcA96v7BPAJ4FXVa7faTlztY3gW2qAFnPnqY9lNfYG/peNOVef2LuA7d0tfwJo+PfbNnnvg3VgCMf+/7f5/j6s9jPO1cMgvaFW3oDcDD3DlqOhvd/0q8G/5W9baNLBjjLmIHrr8OC+1QfV+t9r+212HgU3gd6vhrP9Zcad2TV8wFq74X4AlLP68Cxxn9/WFi7rSc3/FfeJqB/tdJyFEHfgT4F8bY3qXv2fsT/QLNhdWCPEPgA1jzPGrvS9XWS5wC/BbxpibgSF/e9sO7Iq+MIk1OjoM7AFq/N2hjV2p5+rcX+1g/03hkL9dJYTwsIH+A8aYD1er1ytENM8GKvp5ru8Avk9YT+M/wA7l/BowIYS4SGC9/DgvtUH1fgvY/lbu8HOkZWDZGPNAtfwhbPDfTX3hzcAZY8ymMaYAPoztH7utL1zUlZ77K+4TVzvYfxG4tpqB97ETNB+9yvv0nKiigf4v4AljzH+97K2LqGj4u6jof1LNxt/OM0FFP89ljPk5Y8w+Y8wh7Lm+1xjzj4BPA++oNvvqNrjYNu+otv+2v9o1xqwB54UQ11Wr3gQ8zi7qC9jhm9uFEHH13bjYBruqL1ymKz33nwDeKoSYrO6S3lqt+9p6HkxUfDdwAnga+PmrvT/P4XHegb01ewR4uHp8N3bc8R7gJHA3MFVtL7CZSk8Dj2KzFq76cTyL7fF64K7q9RHgC8Ap4I+BoFofVsunqvePXO39fhaP/ybgwao//Ckwudv6AvBLwJPAY8D/BYLd0BeAD2LnKQrsXd57vplzD/yzqj1OYVHyX/dzx7iEscYaa6xdoKs9jDPWWGONNda3QONgP9ZYY421CzQO9mONNdZYu0DjYD/WWGONtQs0DvZjjTXWWLtA42A/1lhjjbULNA72Y4011li7QP8P8VEWjllsbmIAAAAASUVORK5CYII=", "image/svg+xml": "\n\n\n \n \n \n \n 2021-08-19T12:24:55.250696\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 4. Display a fast screenshot of the pipeline\n" ], "metadata": {} }, { "cell_type": "code", "execution_count": 6, "source": [ "import matplotlib.pyplot as plt\n", "import beacon_aug as BA \n", "from skimage import data\n", "\n", "image = data.astronaut()\n", "\n", "aug_pipeline = BA.Compose([\n", " BA.Rotate(p=0.5,limit=(-90,90)) , \n", " BA.Brightness(p=0.5, limit=(-0.5,0.5) ), \n", " BA.VerticalFlip(p=0.5) \n", "])\n", "\n", "fig = BA.screenshot.screenshot_pipeline(aug_pipeline , image)\n", "fig.show()\n", "plt.savefig(\"figs/screenshot_pipeline.png\")" ], "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "ipykernel_launcher:16: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n" ] }, { "output_type": "display_data", "data": { "image/png": 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", "image/svg+xml": "\n\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "\n", "## 5. Same augmentation for image, bbox, masks at the same time \n", "Check the [function definition](https://github.com/albumentations-team/albumentations/blob/b527fa95cdf0dadf6de8e2594803e884a838de03/albumentations/core/transforms_interface.py#L208) for detail\n", "\n", "- [bbox format](https://albumentations.ai/docs/getting_started/bounding_boxes_augmentation/): ``pascal_voc``, ``albumentations``, ``coco``, and ``yolo``.\n", "- [keypoint format](https://albumentations.ai/docs/getting_started/keypoints_augmentation/)" ], "metadata": {} }, { "cell_type": "code", "execution_count": 1, "source": [ "\n", "import __init__\n", "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import beacon_aug as BA\n", "import numpy as np\n", "import random\n", "\n", "# assign target values\n", "image = data.astronaut()\n", "\n", "bboxes = [[90, 151, 380, 280, \"o\"], [178, 30, 290, 160, \"0\"]] # [x_min, y_min, x_max, y_max]\n", "label_ids = [0] * len(bboxes) # label_names = {0:\"bbox\"} # can be optional\n", "\n", "mask = np.zeros(image.shape[:2])\n", "mask[ 370:420,155:225] = 1\n", "\n", "kps = [[400, 104], [400, 50]]\n", "gray = image[:,:,0] #an example of image0\n", "\n", "\n", "# A simple example of pair augmentation\n", "aug_pipeline = BA.Compose([BA.Rotate(p=1)],\n", " bbox_params=A.BboxParams(format=\"pascal_voc\"),\n", " keypoint_params=A.KeypointParams(format='xy'),\n", " additional_targets={'image0': 'image'},\n", " p=1, )\n", "augmented = aug_pipeline(image=image, image0=gray, bboxes=bboxes,\n", " mask=mask, keypoints=kps)\n", "\n", "\n", "# visualize\n", "vis_original = BA.screenshot.visualize_targets(image, mask, bboxes, kps, gray)\n", "vis_augmented = BA.screenshot.visualize_targets(augmented[\"image\"], augmented[\"mask\"] ,augmented[\"bboxes\"] , augmented[\"keypoints\"],augmented[\"image0\"] )\n", "\n", "compare_vis = np.vstack( [vis_original,vis_augmented]) \n", "plt.imshow(compare_vis) \n" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 1 }, { "output_type": "display_data", "data": { "image/png": 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"image/svg+xml": "\n\n\n \n \n \n \n 2021-06-15T19:22:51.708861\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 6. Export pipeline paramters to jason file" ], "metadata": {} }, { "cell_type": "code", "execution_count": 4, "source": [ "import random\n", "import matplotlib.pyplot as plt\n", "from skimage import data\n", "import beacon_aug as BA\n", "\n", "# Load an example image (uint8, 128x128x3).\n", "image = data.astronaut()\n", "\n", "transform = BA.Compose([\n", " BA.RandomCrop(height=64,width=64, library= \"A\"),\n", " BA.OneOf([ BA.RGBShift(library= \"A\"), \n", " BA.HueSaturationValue(library= \"A\") ])])\n", "# Save .Json\n", "BA.save(transform, 'transform.json')\n", "# Load .Json\n", "loaded_transform = BA.load('transform.json')\n", "# Change transformation\n", "transform_dict = BA.to_dict(loaded_transform)\n", "transform_dict[\"transform\"][\"transforms\"][0][\"height\"] = 76\n", "transform_dict[\"transform\"][\"transforms\"][0][\"width\"] = 76\n", "loaded_transform_revised =BA.from_dict(transform_dict)\n", "# print parameters\n", "BA.to_dict( transform)" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "{'__version__': '1.0.3',\n", " 'transform': {'__class_fullname__': 'Compose',\n", " 'p': 1.0,\n", " 'transforms': [{'__class_fullname__': 'A_RandomCrop',\n", " 'always_apply': False,\n", " 'p': 1.0,\n", " 'height': 64,\n", " 'width': 64},\n", " {'__class_fullname__': 'OneOf',\n", " 'p': 0.5,\n", " 'transforms': [{'__class_fullname__': 'A_RGBShift',\n", " 'always_apply': False,\n", " 'p': 0.5,\n", " 'r_shift_limit': (-20, 20),\n", " 'g_shift_limit': (-20, 20),\n", " 'b_shift_limit': (-20, 20)},\n", " {'__class_fullname__': 'A_HueSaturationValue',\n", " 'always_apply': False,\n", " 'p': 0.5,\n", " 'hue_shift_limit': (-20, 20),\n", " 'sat_shift_limit': (-30, 30),\n", " 'val_shift_limit': (-20, 20)}]}],\n", " 'bbox_params': None,\n", " 'keypoint_params': None,\n", " 'additional_targets': {}}}" ] }, "metadata": {}, "execution_count": 4 } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 7. Example of AutoAugment" ], "metadata": {} }, { "cell_type": "code", "execution_count": 1, "source": [ "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import random\n", "import beacon_aug as BA\n", "\n", "# Load an example image (uint8, 128x128x3).\n", "image = data.astronaut()\n", "\n", "\n", "ls = []\n", "for i in range(5):\n", " auto_pipeline = BA.AutoAugment(policy = \"imagenet\")\n", " image_auged = auto_pipeline(image=image)[\"image\"]\n", " ls.append(image_auged)\n", " \n", "vis = np.hstack(ls)\n", "plt.imshow(vis)\n", "plt.imsave(\"figs/autoaugment.png\",np.hstack(ls))" ], "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "transform id= 0 Rotate 0.8 8\n", "transform id= 1 Saturation 1.0 2\n", "transform id= 0 Posterize 0.8 5\n", "transform id= 1 Equalize 1.0 None\n" ] }, { "output_type": "display_data", "data": { "image/png": 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", "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-06-28T20:20:04.963463\n image/svg+xml\n \n \n Matplotlib v3.3.4, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "\n", "## 8. Example of RandAugment" ], "metadata": {} }, { "cell_type": "code", "execution_count": 4, "source": [ "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import random\n", "import beacon_aug as BA\n", "\n", "\n", "image = data.astronaut()\n", "ls = []\n", "for i in range(5):\n", " auto_pipeline = BA.RandAugment(policy = \"COCO\")\n", " image_auged = auto_pipeline(image=image)[\"image\"]\n", " ls.append(image_auged)\n", "\n", "vis = np.hstack(ls)\n", "plt.imshow(vis)\n", "plt.imsave(\"figs/RandAugment.png\",vis)" ], "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", "image/svg+xml": "\n\n\n \n \n \n \n 2021-06-15T19:31:29.565346\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 9. Example of Collections" ], "metadata": {} }, { "cell_type": "code", "execution_count": 17, "source": [ "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import random\n", "import beacon_aug as BA\n", "\n", "# Load an example image (uint8, 128x128x3).\n", "image = data.astronaut()\n", "\n", "\n", "ls = []\n", "for i in range(5):\n", " auto_pipeline = BA.Collections(tag = \"color\")\n", " image_auged = auto_pipeline(image=image)[\"image\"]\n", " ls.append(image_auged)\n", "\n", "vis = np.hstack(ls)\n", "plt.imshow(vis)\n", "plt.imsave(\"figs/collections-color.png\",vis)" ], "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", "image/svg+xml": "\n\n\n \n \n \n \n 2021-06-15T19:44:18.425522\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "code", "execution_count": 2, "source": [ "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import random\n", "import beacon_aug as BA\n", "\n", "# Load an example image (uint8, 128x128x3).\n", "image = data.astronaut()\n", "\n", "\n", "ls = []\n", "for i in range(5):\n", " auto_pipeline = BA.Collections(tag = \"geometric\")\n", " image_auged = auto_pipeline(image=image)[\"image\"]\n", " ls.append(image_auged)\n", "\n", "vis = np.hstack(ls)\n", "plt.imshow(vis)\n", "plt.imsave(\"figs/collections-geometric.png\",vis)" ], "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/Users/xiaoli/miniconda3/envs/aug/lib/python3.7/site-packages/albumentations-1.0.0-py3.7.egg/albumentations/augmentations/transforms.py:645: FutureWarning: This class has been deprecated. Please use CoarseDropout\n", " FutureWarning,\n" ] }, { "output_type": "display_data", "data": { "image/png": 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"image/svg+xml": "\n\n\n\n \n \n \n \n 2021-06-28T20:21:54.879327\n image/svg+xml\n \n \n Matplotlib v3.3.4, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 10. Overlay Text" ], "metadata": {} }, { "cell_type": "code", "execution_count": 12, "source": [ "# Imgaug\n", "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import random\n", "import beacon_aug as BA\n", "\n", "image = data.astronaut()\n", "\n", "# # text overlap in random place of image\n", "# aug = BA.OverlayText(p=1, text=\"Text\", library=\"custom\")\n", "# image_auged = aug(image=image)[\"image\"]\n", "# plt.imshow(image_auged)\n", "\n", "# a list of text overlap in limit place of image\n", "aug = BA.TextFlow(p=1, text=[ \"Text1\"] , x= [100,200], y= [100,500], \n", " size=200, library=\"custom\")\n", "image_auged = aug(image=image)[\"image\"]\n", "plt.imshow(image_auged)\n" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 12 }, { "output_type": "display_data", "data": { "image/png": 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", "image/svg+xml": "\n\n\n \n \n \n \n 2021-08-23T15:06:16.124720\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "code", "execution_count": 2, "source": [ "# augly\n", "from skimage import data\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import random\n", "import beacon_aug as BA\n", "\n", "image = data.astronaut()\n", "\n", "auto_pipeline = BA.OverlayText(library=\"augly\", text= [3,6])\n", "image_auged = auto_pipeline(image=image)[\"image\"]\n", "plt.imshow(image_auged)" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 2 }, { "output_type": "display_data", "data": { "image/png": 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", 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