{ "cells": [ { "cell_type": "markdown", "source": [ "# Song of Bengalese finches\n", "The song of bengalese finches has beens show to cluster into discrete syllable types, which are recoverable using unsupervised methods. \n", "\n", "We here closely follow the procedure described in Sainburg et al. (2020): Finding, visualizing, and quantifying latent structure across (see code on [github](https://github.com/timsainb/avgn_paper))." ], "metadata": {} }, { "cell_type": "code", "execution_count": 30, "source": [ "import numpy as np\n", "import sklearn\n", "import matplotlib.pyplot as plt\n", "import librosa.feature\n", "from matplotlib.colors import ListedColormap, LinearSegmentedColormap\n", "import colorcet as cc\n", "import matplotlib\n", "import das_unsupervised.spec_utils\n", "import umap\n", "import hdbscan\n", "from io import BytesIO\n", "import urllib.request\n", "from noisereduce.noisereducev1 import reduce_noise\n", "\n", "\n", "%config InlineBackend.figure_format = 'jpg' # smaller mem footprint for page\n", "plt.style.use('ncb.mplstyle')" ], "outputs": [], "metadata": { "execution": { "iopub.status.busy": "2020-08-27T08:58:36.666Z", "iopub.execute_input": "2020-08-27T08:58:36.671Z", "shell.execute_reply": "2020-08-27T08:58:41.302Z", "iopub.status.idle": "2020-08-27T08:58:41.280Z" } } }, { "cell_type": "markdown", "source": [ "## Download audio data\n", "Data of four Bengalese finches from: D Nicholson, JE Queen, S Sober (2017). Bengalese finch song repository. See [data repo](https://doi.org/10.6084/m9.figshare.4805749.v5]) on figshare." ], "metadata": {} }, { "cell_type": "code", "execution_count": 31, "source": [ "url = 'https://github.com/janclemenslab/das_unsupervised/releases/download/v0.4/birds.npz'\n", "with urllib.request.urlopen(url) as f:\n", " ff = BytesIO(f.read())\n", "\n", "d = np.load(ff)\n", "recording = d['recording']\n", "syllable_onsets = d['syllable_onsets']\n", "syllable_offsets = d['syllable_offsets']\n", "syllable_types = d['syllable_types']\n", "samplerate = d['samplerate']" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "## Pre-processing\n", "Noise reduction" ], "metadata": {} }, { "cell_type": "code", "execution_count": 32, "source": [ "noise_clip = recording[:150_000]\n", "x_nr = reduce_noise(audio_clip=recording, noise_clip=noise_clip, verbose=False)" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "Compute the spectrogram" ], "metadata": {} }, { "cell_type": "code", "execution_count": 33, "source": [ "hop_length = int(2 * samplerate / 1000)\n", "win_length = int(10 * samplerate / 1000 * 2)\n", "specgram = librosa.feature.melspectrogram(x_nr, sr=samplerate, n_fft=win_length, hop_length=hop_length, power=2)\n", "specgram = specgram[np.where(specgram[:,0]!=0)[0],:]\n", "sm = np.median(specgram, axis=1)\n", "print(sm.shape)\n", "plt.figure(figsize=(20, 2))\n", "plt.imshow(np.log2(specgram), cmap='turbo')\n", "plt.show()" ], "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "(128,)\n" ] }, { "output_type": "display_data", "data": { "image/jpeg": 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Mfe9PYU3n+fcv+91v/BtXv/19Ouopf2dRsl8H8z/5+SW9/wBWbI+I/wAQfMK/8J3rPCj/AJik3v8A7VQap8SPiGlm7r491wEI+NmrTD+Bu+7iswEmZlLDAUHH4mqviGZbfRbqZ+QltISAuc4Rj071VPPs+9rFfW63T/l7V/8Alhpkim+IMJDlTv7NW5r3vu7Xd38n+p03/CxviCenjrWfb/iaTf8AxVV9K+JPxEm0u3kfx9rTM0CEs2qTEnKg5PzVnVV0ZWXSrZHUArboCB0HyipWf577N/7ZW3/5+1f/AJacHs6s8sqysrqVP7b6wmn1v/XfU6L/AIWL8Qc/8j3rP/g0l/8AiqP+Fi/EIH/ke9Z5/wCopN/8VWOMZxke1AGOAKj+38+t/vlb/wAG1f8A5aZVOf6y1ptL7T8vPt/wO5r/APCxPiHvJPjzWsEDj+1Jvf8A2qQfEb4hFST471ofMemqTev+9WSRjgGmrwuVA6n+dP8At/Prf75W/wDBtX/5aVh3VqUm3Facn2uynvr/AMO++lte6+JPxBijDf8ACea1/rEHGqTd2A/vU/8A4WL8Qsgf8J3rP/g0m/8AiqwrxhFEGOB+8Qcj1YCpD9af9v59yr/bK3X/AJe1f/lpdFT+pxcktfafb7KKXX8el76Ghq3xJ+I8Om3DwePdaDrbuUxqs2c4453Va/4WN8Qc/wDI96zn0/tSb/4quc1qaK20i6uZ32xx27s7bN2ABknHf6Vax703n+fOmv8AbK2//P2r2/6+m2MU1kOFcYr45q/M+0Wle+u/Vu3zNj/hYvxBz/yPes/jqk3/AMVR/wALG+IJ5/4TvWf/AAaTf/FVjDG0fSl6daj+38+v/vlb/wAG1f8A5aeTVjWVSWi0k/tvu+nN5dvyNM/E74hi8it/+E51rDwO5P8Aac3YoP73+1+lOj+I3xCLg/8ACfayfv8AH9qzev8AvVguyJqkEJI3G2lI47Bo88/iKfFIokWHdhm8wgDkcMB/WtXnue20xdbb/n7V8/8Ap6e/iadSFKUoxVnBv4v79bz00S10tbystG3+KPj5/El3Yj4ga6WjsreRkOqzbAGeYAj5up2nP0FXj8RfiF28daz/AODSX/4qudhdDrE8QYbltoiRt6AtJjn8DVnr0qamf57df7ZW2X/L2r/8tOOpzPGUVypJwp/bb+w9d9b383pe7NX/AIWT8QzcbB481nABz/xM5v8AZ/2veoZvid8Rkv8AyF8eaxgiPIOqTcZLZ/i9qyGuP9N+z4x8rZP/AHxj/wBC/SmOI11FnkYZYRqvy+hY9fxNaQz3Pk9cXW2/5+1f/lp9rgsJGnUSnFP9xJ233S9773e/RdTo/wDhY3xBJP8AxXes8Hp/akv/AMVSP8RviGFBHjzWeoz/AMTSb1/3qx1yc5x14pJcgAg/xD+YrGOf59e31ut/4Nq//LT89dGccx5k7xbX2nba+muvp2+80Yfib8RW1q4tT4+1kolrC4X+05uCWlBP3v8AZH5VF4o+JXxNh8O30un/ABA1lJ0tZDC/9qTcPtODw2etZcUkZ1u4iV13rawlh3ALS4/kfyNM8RRmXRbmFWUB4XB3cDG01rTz7PfbR/2ur0/5e1f/AJafS5dGT4rwEeVct6N/eunu3eN2nfrdO/5dGPiN8QjMV/4TvWcBRj/iaTe/+1Tj8RfiD1/4TzWf/BpN/wDFViKGNwwwNuwYx1zk0+snn+fX/wB8rf8Ag2r/APLT5jFU6ycdF8EPtvt/i/4c1YfiR8QiPm8d6zzIw/5Ckx7n/a9qitvid8Qpbt4f+E91lgII3DDU5sHcX/2vaspSse1RxulbAx16mqejwTx3TmWTcos4UywOSwaTPJ69RWv9u564Sf1yt/4Nq/8Ay0+rpYan/Z+Mqta3jbV/zxV029Nmul9jpL/4k/EeGxmmg8dayXSFig/tSblgOP4qkk+JHxARcnx5rPOcY1Sb3/2qw9QaOOxmkklCIsLFnJxtGOue2Ki1FXZIhH1LtjP/AFzepjnueySX1ytv/wA/avb/AK+nDk1KddUoziknNpvmb2hFrW70uvVbta69EnxG+IZUFvHWsg4Gf+JpL/8AFUkXxG+IbLn/AITzWTk8H+05v/iqxLR1kto3U5BjByPpTLObzbZ5C6nbJICVPAwxGOvt/wDqqHnuf6/7XW3/AOftXz/6enVjMKprFRirNThHrpeUkrddX/lY3m+IvxDDDHjzWcZ5/wCJpL6H/apf+Fi/EPp/wnesn/uKS/8AxVYqsHVH9cGlc4Un0GaHn+fbfW63/g2r/wDLT5+nSrUcRCkldpyWsmtee219UvyRtf8ACxfiF/0PWs/+DSb/AOKpD8R/iAMf8V5rPJ/6Ck3p/vVjn1zTXViVYHo3P5Gks+z3/oMrf+Dav/y0jCRnVxKTslaX2m/stq6v3t/wDYf4j/ERUG3x5rGdwznU5emR/tU8/EX4hf8AQ96z/wCDOX/4qsC8cRwq27H72MZ+rgVMDuAI9Kbz7Pkk/rlbr/y9q/8Ay09TOaFSeDi07XlLVXW1vP8ADobI+I3xBx/yPWs/+DSX/wCKqG1+JfxDlmuFPjvWvkm2gf2pN/cU/wB73rJiZ2aTcRgPhfpgf1zVbTXWW5vdhHy3mDj18pOtNZ7n1pf7ZW6f8vav/wAtPRwGHVOjiYVNZRjT13tdq/8Akb998R/iKtlM0Xj3WQwjbaf7VlGDjrndxT7j4jfEQKpXx5rI+dc/8TSUcZ/3q5zXLqKz0O/u5HCpDbyMzHsAmTU97KVWJckFpVGP1x+Qqo57n7S/2utv/wA/avb/AK+nfQw8n9XXKtakl62oxdvPf5PXqbDfEnx7/aSRn4ha4H8hysX9qy7WG5ckjd1HA/4EamHxF+IXU+O9Z+n9qTf/ABVc9KxTVIlFrkSRMDOMfLgjC+vOc/8AAamTYsA+ckLH1J5xjrSln2fJK2Lrar/n7V8/+np4ubZbKtDDVKbaTjDRdfekujXdaPXu7NGs/wAR/iOtrIYPHusM+W251Sbrk8fe/ClT4l/EN55bY+O9Z3LGGz/acw6lgP4vauXm1CAaFf3S4tUiMu9m+XYRyzHHTkk5/GrMe93uZSy7Sm1WA5GGcHn2rV53n6Tvi6u//P2r5f8AT0+iWXypYfEe1STjVtfrdvDdtGlduy3u+js96y+JPxEmiZ28eaySJZB/yFZugdgP4vakvPiL8Rt0Ji8e60MTruA1SbkYPB+asiyj8uMgd5XOMY6uT/WluAzKBt/5arjnHcVks/z32v8Avlb/AMG1f/lp5VKNOWdS5WrLo9vhael7aXv8vmbg+I/xByAfHes9T/zFJf8A4qo7v4l/ES3tZJ08dazlEJAOqS9f++qwNUluYY4RaSKHafADjhhhiR+lS6hPHbWUtxKBtRCTmms8z68X9bq6v/n7V7/9fTmw2XSp47B1G+aM6k1y3etp01Zrqney+exqa38S/iJDpskqePtbUquQU1WYH1/vUkXxI+I39rmI/EDWtotFIU6tNydx5xu9qwPFcNxNpDpbNtbnJDY42kf1p0cjf8JQ0R2jdp6sPU4ds/zH5itYZ7nv1e/1yr9r/l7V8v8Ap6e7SwsZcLOUGm2sU97tWVFJd9LtrXTpa+vUD4i/EIDjx1rX46pL/wDFUi/EX4hbR/xXmtHjr/asv/xVYNnLv0yOZX3HyAc+vFOsJ1ubRJ1yQ2evHfFYvPc/im/rlbR2/i1f/lp8hjstxEMFim5O0a/L1ve1TbrbTY3v+Fi/ELt471n/AMGkv/xVRP8AEj4hxvEp8eaz80hB/wCJpL6Mf71ZfJqG5BM9uQ2MTHOB1+RqmGf583b65V/8G1e3/X0xyyFSNXkk21LXVvpCq+99X28uyNu2+JPxFmto5pPHGsozRqzKdVlOCR04apP+Fi/EL/oe9Z/8Gk3/AMVWJEwaNGGcMBjIIPSncUPP8+u/9rrf+Dav/wAtMsf7SOIk1FJc07LnasueWi97pt5WNOP4m/EKW8ltx441oeWiHJ1SXBznp83tRf8AxG+IIsZi3j/W1Hktlk1aUEcdQd3B96yVKecyADIAycfX/P41Hqhtl0y5a7hMkQgcyxhNxZdpyMd+O1WuIM9U1/tdbp/y9q+X/T06ZUJVM3w/LeNvYXSk5cz/AHd9L9Xe1979ToD8RfiCP+Z71n/waS//ABVNi+JPxBkUsPHOtDDEc6nMOhx/erIB4GRR9BWf9vZ9b/fK3/g6r/8ALTmi5U6lSDSb2+Nr+a7avbt2t+Wx/wALG+IWcf8ACeaz/wCDOb/4qj/hYvxC/wCh81nH/YUl/wDiqxv4jRgkn0xT/t/Pf+gyt/4Nq/8Ay0iKqJSbt/Dv8bvsvPf+vXZPxG+IQ6+O9Z/8Gkv/AMVQPiL8Qh/zPetf+DSX/wCKrDuHMcYdUJJdARnGMsBn/PpUmMdqT4gz63++Vv8AwbV/+Wk1sFWSU+Z/FPq+jT7+dl07Gp/wsr4iC68v/hPNY2mMEf8AE0mznOP71Sf8LF+IWc/8J5rP/g0m/wDiq5eJpn1N7ZmB8u2gYDHP32ySf+A9Kus5+1JGFGDGxJ9MFf8AGtJ55n0WksZV2/5+1f8A5afU8SYHkdGNOSv7OT0e9o9dd2tfvNv/AIWL8Qs5/wCE71r/AMGkv/xVL/wsb4hdf+E61np/0FJf/iqxJX2r9c5OenFOcZUqD1FZ/wBv581/vlb/AMG1f/lp87QwFfDulUqSdpS7va8fPz27GnY/En4iSWsTt491k7hnJ1ObPf8A2qcnxH+IxunQ+O9Z2CNSv/E0m65bP8X0rnNHnjFnBbeZllypH03j/wBlP5VcXmViP7oH6mtaue59Gcv9rrdf+XtXv/19PrM4pU6GNxatbSVt1b95ZNfdpbpobY+I3xAI48d6z/4NJv8A4qkPxH+IQYD/AITvWeT/ANBSX/4qsWIN5S7xztGRTZ5Akka5xukwOP8AZJ/pWSz3Pua31yt/4Nq//LTysNhqaxtSCfNbm+03tz9PlfQ3D8RfiFnH/Cd6z0/6Ckv/AMVSn4i/EL/oe9Z/8Gcv/wAVWN3yOOBSO4UqP7zYAJ9if6Uv7fz5/wDMXW/8G1f/AJaefRpTWPjJNtNbXfRa36W0fn1NW2+I3xFO4yePdaI85sH+1Jen/fVSj4i/ELH/ACPes5/7Ckv/AMVXMaVcNOsyE5MN9Ije3JI/Qirq98HvWlXPc+Un/tlX/wAG1fL/AKenvZ1QhRqyu0rdE7dIefmn8/M0NR+JPxHitbmRfH+tKBCSGGqTZX5W5+99K+o/AdzcXngbRbu7neWWXSbZ5ZZHLM7GJSSSeSSe9fHmryLO0tiHIZoypCnkZjk5/SvsD4df8k+0L/sDWv8A6KWv6P8Ao55hmOMzjHrE1pzSpQaUpzlb95a65pyt8rHbi6Xs8HRckk2r/Lljb1vvc8h+JH7c2k/Dn9s3wb+yHqPwe8SpF4o0fV9RuvH1/bm20e1jsbNLpo4ZGU/a5CHAcLtEYBJYn5a8s8Lf8FbjpnhHQPjh+0L+zzJ4I+GHjz4ea140+HXii38UjUb690zTtPOqMmoWP2aEWFxNpyyXUUcc1yMROjvG4Cn1/wDaE/Zi8QfGv9pT4UfFIXumjw54M07xRZ+JbO5uJEurmPVLCO1jEAWNlbBVt25kwCCNx4r5zi/4Ja/tB/Gj4N+EP2TP2pPGPguHwB8L/hLrvgfwl4g8J3l3catr7X2iPoMGpXlvPbww2Dw6fLOWgiluRJPLvEkaoEP9YHmnuf7OH7ZXxW+I3xj0/wCBf7RX7NsHw517xN8P5PGfg6Gx8ZDWUu9NhuLa3uoLo/Zbf7Le2731l5kKefFi4Gyd9rYxv+ClH/IY+AP/AGWuf/1D/E1Wv2fP2e/2qtT/AGjND/aP/a+ufAVvqPgj4Z3fg3wxZeA9Uvb1NQN9dWFxqGqXDXVtb/ZWkOl2ax2qCYRDzczybhjlP+CkPwk+FVn8YvgR8aLP4Y+HovGN18WZtOuvFkejQLqc1mPCHiRhbPdBPNaLciHyy23KqccCvkPEH/khM0/7B6v/AKQyZpuLt/l+Jju6nxAqEHK24xx/eL//ABP6irNy4E1uu4jdMQAO/wAjHH6fpWBd3VynxKitg6iN7eEYzjd8l0T9eQvFbOotILuwCLkG7YOcdvJk/LnFf5v1IWcP8P8AmfQ5ll8v9gvK6lhk++8az/P7/Itg5AJGOKz51g/t6OVGXzSyq6gjcFCSlTj0yWH4Gr6E4GR0rnzDHH4yk1Ag+ZNMIt2OixwMwHX1lc/j7VOHhzSlr0Zy8L4GnWxWNdOaT9lPazTu2rP83191eZu3ZZbaR0HIQkc+1JPdQ2yia6cIrSKgLnjczhVH1JIxUWtKW0m5yjEeS2QoOTx2xSXBhiRElQFWnzyvG4yjHX3IqYRTgvX9DDK8FGrl9O9ruVTRWvbkTev3dO61Hs6/2mE3AMIgSPUc4/lTdPuUlk8kcFbaJsZ7EuP/AGU1QOsxL48fRHuF3f2bFIItvIy8w3Z/4AR+FWdGdpZ3lZ85t41GV9HlH+ea0nTapXfZfqepi8uq0smUqq/5cUmrab8+22mj37GNoU8k3j/Wn25WKQxhgR1+z2j+v+0a0/Cd2L/w/aXvmBhLGsg753Rhu/1zXPaRBNa+IvEt9Ip+Y7gzTEA/6FZDAGBt5Xt6n1wNLwFbx6b4ZsLOIKAPLQgYIGLUe59B3rsrwXsrr+6v/JWfbcQ4GEsn5ov3l9Witvs0qjNi/vI7vRPtttEZFmjRkU5G4MRj3HWodGLvpunvLEFdmJYA5AO1s8+9S67JJ/ZSzWwUZngPzY+75qZ/Ssfw3cyad4d8KWVzKDJOFiZlGA5FrK5PtnZmuaEf9n0/mf8A6Sz5jAYamuG5Rprl/f1bK92rUKrs11slrpum3pob11L5d9bLv++5G3HX5WP9Ki0qNEvtSdVIL3qliWzk+REPw6CpL6ORryzdEyFnO456Dy3/AD5xTrRGSe6ZmBDTggY6fu0H9KwdvZ/L/wBuPmMZCg8pgpPX2cFp5Yh9Leml77+V8X4WXDXPw70qZmY5tgPnIJwDgA44rbjjxqMsnmggwxjZt6YL8598/pXOfDFY7HwDZxQT7kEwCMD2aQHHPTrjFbVtdO/ia8st67I7G2cADkFnnByf+Aj8jW2Ji1iKjXd/mv8AM7+LsLSXEOZtXsp1uy09pRfW3WSLF40jRyQR4y0L4yD1wMdPrVj3xWHrGsJYahcRTzOvl6bcXCjd/Agiz+p6+5rb49KwqwcIR8/8jxc3y2nhMDhpJaTSktO9NNN38u3VPQr2V0GjzPKAzTyImeN2GbgfgP0qpJLJZ+DzLJtDx6cC2TgAhKsaXbqkBEkeWW6kYFl5BLNyPwJ/A1Q15YW8AzxmMvG2nbSrt1UqByc+netlGLrJL+ZH0H1TCLP6dKKVpYmlfVW+ytF6fe+yuWtHmM97cvt6ZUH1xNMMfpT5m3alNFkjEdu2R3/ePx+n61U8MK6XF3vQgedL8xOc/wClXH+fxqG+urqHxTfKJwsYtdM2rxwWupw35jA/ChxvXaXZfoYVcPSnxPOEWr+zhaz6/ultZ9/8tTbtWDW8bjugIz9Kra9cC20e6n3Y227nJbHb1qHw9fvceFbS/uPvGwidyBjJMaknA+tUfFd39r8JXksM5MTadcZMfUkYGM9fUUqdJvEa7c1vxN8jySp/rBzXXJHEcr0vrzN+Wvy1XzZV+El0txoVwqPGVjnhVUjI+QC0t8KRkkH2POMVv6tP9nh8wH/lrCOvYyAf1rB+FGnWujaRc6bZ6ebdVumZgSTuP3QQTywwgGSSePQDGl4iiaeO4jKghfsr8seqzFu30ratCMswkul/8j3c2wmHreJGKg37rlGSV1s/Zrp3bWl3fvro+6jkh0/LglluLh1AI5yJSOTwOCKj0qUv9l2Tn5dJyYg4IbJGCT7YIB75PpVjXIwmmOW4ULKWwScAxvz+tcx4WuBBdWunyXDc+EQ6KF4cLIQWAyTxuX/vrqaqlH2lBvzf6G2V0FjOH6tWMtqk7ddLU/0fr10O3zxnFVrKOZLm8aQkq9yDHx0HlIP5g1OpBiZgpPLcevNVdOvDc3moQBSPs92sYJHXMMb5/wDHv0rhimoy/rqfmE6XsqGLdSO1k/S8bW/r572TQ5Gn8PWcxJYvZxtlmBJJUHqOKuAAEgetZfhYRxeFLWwixm1sYoiA2cERrxmtQEZJ96qqnGcl5s6OIMLHCZljIzVpe0n22u5X+5xfUawP2hGz0RuPxFJcyCGCR9mdsZPtwOlK2z7UufvFGwcdsrn+lUNc1Mwu2ixRP5txptzPHLgbV8vy1wc9yZBj6GlCLlKK/rc48sw8MVmuFpxg3ZRe6Vkp799E/wAbF21JJcuMHcRj2ycVk+CrlLptYkD7mGtzo47qVCqAeB2APfgjmruiSzSLdCc5dLt1znt2/Ssr4ZxyrpuqSSxbWk8R6icgAbgLl1BwCewA98ZwM4G0o2hUX+H8z7PMaMaGEzRN6p4ZfErayvpfVLXQ1bGJ49cu3c8Nbxbeenzy/wCP+cVdA+YnPes3RrlLvWb8xqv7llhYhiTkZbGP+Bj860VcMzKMZU88+wNZVk1Oz7L8jxeJ8I1mb9om+WlRelrfDG1+32dfn1M7w5qS6hG7lyxWRxyOwkdR2/2auXZMaKVP/LVBn6yCuH+CdzePc6zaXVwZEiuz5TEf3pp2Pc+tdlqJ3TwRuPkMgJ57iRMfrXViaSp4xxX9aXPtuJsrp4LjSrhoS0UFLya9nKWi+dtrX16D9KkLw4aTcVeVeno5H9KW3cJfGAAfMjNw+ejnt+NVrG4RtREKSEbftAZOgJ3oc4/H9abG9xJ4miVlxGLOfkdz5yAfoP1rKUPelftc83H4RrG4qU7JOk5W/FWVvP8AG5qAck0L7UdO9RQXUU0JmiYYErIeP4g5Uj8wa5bNo/NY0KdZzsndcv8AL1ut/lbTe3kVL6Zll1BYIcyJpyMpJwGP73A6eo/WrV5n5AGwS5xzj+BqxvEcyRf2+0UbGVNARiV5JH+k4AB4zkH861p5UknVA4OycqR3H7snHt1zXRy6Rf8AWx9rTwk4woVFZpct9O9FPz67f8OQaeqjSldnIb+z4wzA9MA8j9a0M+1ZEFxb2llcTSs4MWlxmRt2VwPN5C9AeDn149K1+v8ASprq0n6nJxJg6rxM5LRc8t15N+uie/boxIyxHzLj3zQeQcH+IdqjtHeSIF49uAAOc54B4P44/CnhwGKkgHd6/T/GsnFqTPN+pKOIrJNXUlondbvyeuz9dH5VdOvYri8urdJd5Vkf/VkAKy4Az3OVP5ipbuQqYFz9+4AyWxjgn8emKxPAniqx8S3uuQWke1rDWpbWXJySVRCT9CWPFWfEjKz6W0khG3WUwB3OHAH+fSuqVFxxPK1bb/0k+rxmSyocWexmuX3Y6PV/wJu6srWfy81rY2EPB5/iNQX+7ETIhbFwmQrYwPX/AOt3qcHGc+tVb4LKURjnbdx46jGMH/P1rnpq9T+vM8HLcPVlmntLq1u39ySb6dfQtjHpUZUm6V8dIzz+I/wqTpz603BMwY9lI/X/AOtURe583gXRhKolF6059tmo/rtr16lbRlItHyhX/Sp+Cc/8tn5/rVmMENJlRjfwR9BVDwxMs2mSuI1TGo3i4BJzi5lGefXGfbNXo5VeSRQwJR8H24B/rWk0+eX9djpzJU6WKxTlHS6vt3hfv62CU7T5h/hU05QAWIPU8/lUd2zRRM4GSEbp9M1ICAT9eanXkKr+yWU05zTV00ttHzX1+b/QAg3FtvUAGqfiOBbvQb20eMsstpKhAOOCh71dBHc88ZrO8XSpD4W1GV5NgWwnJY9sRtzVUrutH1X5mvD7pSz7B8qfNzUrX3WsbXW/3flc0cfjUOnEGxhIOf3S9P8AdFTHgdfpVXSA32CNGOCI0BGenyLxUpfun6nHGnR/suq4p6Sp6XXVSt/T36FoHk+1GAT0pFwclfX0pcj1/Sod0zCcaPPKST21WnVddPL5bsBnHNIqhRj3J/WnZ9aaWVACT1NF2ycNCiqbS8v1tt/wdH0tYSYKyDfj7y9R/tClzyRjtTZQpUc/xr1+op/U8VT0SHCWGeFVr/b6p78nZb6/1Yo+JGCeHr4tcJEBZSkyygbUwp5OeMDrzV6sjx81uPAutNdE+UNJuTIQMnb5TZ4rXwcZzVv+EvV/kjtxUKf+r+GlTi2vaVLbP7MHdv0fbR9QAOM0AEnpQOnHpQc561lq2eTXp0IVG0n8Xlrq/wBel9/TSlMobXrZs8iznGf+BRVOqB7lJQcgLIMr0zuX9eP51TuHjXxZYxk/P/Zt0R8/YSW+eO/bnt+NPEuNct7ZEZQ9tcsRjjIkiH65Jroadvl/mfTVKVGdBuLb/ct6Ws1zV3pb9Fvv0uW1pCnie8vxGwkksLaN2PQqrzkD6/M35ir/AF71l2d6ZPGmoaeS37rS7OTrx80lyOn/AADr/hWkGy7jfkhgMZ6cCs6ildeiOSvQ5p05K91SpPdaJppX0srX1+5XM6+ult9RR3mC5cIBjrueEfzIH40molxrloAV2vKAcybSMIx4Hf8Az6VDqEOoPr8YV1MDyRHbt5G0sW598Rn/AICfWpNdtmfW9JuBKw2Xp4AJBzDKOa7Y2i4+cX+R+nwpUKVfDe8vfwtVX3+xp0T6P/Jo1v8AGmzDK4A/jX+YqMXMhtY7iaExs5TdH1Kkkcfmakm27AGUkb14HrkY6VwJOMkfmFfCOjUpOqvtSSUbbrfrr+q1Vyham4Piy9VrZhF/Z9rsm3DDN5lxlcdQQNp9PmGOhqxrEZl0m4TB+aFgAvU8HpVe1cHxffRh2O3TbU7S3AzJccgdjx174HpVjVmCWbvs3EAkD8DW0b+2j/26enhKdF8S4CUW72o22/lb/q2i+8sDGenalpA2ZCDnoDnFKD3NYO9z5acMEqcZO6TjHtsrP07f5a2KtzzcWZ25/wBKbsTj5JKg0G8W6edPLwY39SRjc39QeP8A61Tld7QNISpW6cgDvw4/lzVTwrOtxBcXEZ+V58oQQQVx2x75/Suq37iXlb8z7+nSwy4ZxsrPRwV/N1/y/TYu6vEtxpVzbumRJbupBXOcgjp3pBKHtrafcWBG4EHr8jcmq3i/VX0PwnqOuCLcbSxln25x91C39Kq6PPPceHNAlvLYRSzW8ZljL58tjbOSM98HjNTTj+6T/vNf+SmWT4GnHLadVppfWKkd1uqF3+CsrF3QLxbq0j2/8+6Nkn1LD+lVfBr6gujXEOtMPMhvbhTIdo3pvJVztwASpBx1555zUPw9eQ+HoEncGWODy25/uySr+eQfeqvgE3y6RrQ1Ywsv9pyvGYfuGN4Y5O3fLsD7gnvW9WCTqrzj+bPpc1wVKNXM6adlGvhktdbupNXjps09no3bsdNA6yQI6HIKAg+oxUWrTvbaVdXKZzHbuwx6hSaNIlaXSrSSQYL26E8YwdoNU/Gxuv8AhD9WSwnWO4Ol3HkOwBCt5ZwcHggEjrxXJGP79R8/1PgPqtGfE9KjO9/bJLa1lXS10vbu+2vXXU4JxxSMfmBPr/So7SYSxM4cNiVxkezEY/SpDg7T7/0qGmpWOOrgaeEx0l11WrVvgvppe1nv09CnO5l0q3kQB90sBzkf89Eyc/r+FWrV99tG4H3oweD7VR06OWTw5YJLIruIrZmfoGIKEn9Kt6cJEsIFlGGEKBunXAz0rSqlyv1Z7+eQjKhKnBp2rVfPrLppbb5CWNws010gTBiuNh9/kVs/kRUGjxxJNfMsYUvfsWw2cnYoz7cDp7UmiXUVxNfxLLvaG+ZJBuztOxGA9uCKreEWklhv5Hz/AMhe5A3DHAcgfyrRx5VP/t073h6cXmKc+VRVDr35bdbrfZ67DvGMjReEdXZUkdvsc2FiGWOU6D3qzqN2IUtGVN3mTYwCB/yzZu/0ql4lUXOgavaSv8rxOuWXIXKDnA6gdah8UidtL0uW2j3lZi2S3P8Ax6zYPUc5I/OtadNPkT6y/wDbUfQ4LL6KWChN6zrvW+lnhof8DRepp3t48OrWVksPyzGRmkLYwVH3cd87if8AgNTu6sjrjA8kH5+g69azvEt1FDe6XbMyhpr9QGPVQAScfXhf+BVa1mVYNIvJ50BVLJmZc+isSM1jye7Dz/8AkjwJYHmw+AktHNP1b9vGN7X1umlp2vdJmBretxat8P8AXdQjsWO0yxTW7nGWUBHXOOmQRmtx5HWyvpZNo2xyYPsGkx+lYWpWya74d8RaUlxCIpdSSOJ/LyuHjgY7gfvAs5z7HGa07mF7Pw1qq3Mu793dPuJ/hZ5WA/AED8K6pKPLZae8tP8AwA+oxVPDww86K9y+JhaN3eKl9TVru17ax11elzWtlCKQCOXY9PVif61DqF0LeS2jbb+9ugnL4/hJ/Hp0qa1UCMhQP9Y+cH/aNZ+vwGe80xgpAi1MMeRg/uZB3+v6Vx00pVtfP8mfG5bRoYriFxnNvSV7tPaE7O3fZf0w8Rm1EVrHeOUR7wjeOx8uQj6dKPG2oW+leFL7Ubq/S1ihhy9w65CDI5I703xNeafZpZzahchE+2soy+AzGKUBTzz9PpVf4ofZB8PtWbULd5oRaEyRIGLMARwNpBz9DmtqSvKkn/N+qPXwOGc8Xk6ndL277a3qUU+Xm3e1+j93Tvpa8T/ZzRo2C3A/AE/0qsZ2PjG3hByr6XI5IPcSRgfz4/GpPEnmtZxpGcbpSHOM4Gxj/QViF79vi1optrlDYt4TvTKmAS0nn2flsO/CmT/voU6UL4f5S/JGWWYZ1+GfaJpu2L8/s0eqW7tZffftvaVcQnQEliyirEwzjGMZB/kafoJzpMRweSx5/wB41Q8Pataar4Dg1XS5cxSaeWiaXJxhSOfoRzT/AAFqEWq+EbHUYHDJNGzRsF2/LuOOO3HaorQap1H/AH/8zLO8HUp5dmEnGzWMSt1Xu1Xr9zb18jX/AKVFc7vNgwR/reef9lqVJd1y8O0grGrZ7clh/SmXr7Ht25P78Dj3DCueEXz2/rZnytHDSpZlSpT1bTfTZ06j69Ev835xW0Z0200/T1G7AWItk8ARtzz1+7+tXcZPIzWVNNJqH9iX1uwKPciR8d1NtLj9SK1Aeeaqqnu99fzZx5xSp/WYc8dZSq37c3t6iffrft5lKxhI1q/uSkgDLEg3H5WwpOQP+BYP0p+vanb6Jod7rN1GzRWlpJPKqjkqiliB+Apljqtrdazf6RFIDJaCIyru5G9SRx24FWLwQNZzC5x5ZjYSb+mMc5pyv7Vcy/l+7Q9eVNf21SdeG0MNp1ceWmlZ6NXi3bR6u62HK8hnaNosIEUq+7qTnIx7YH5+1JbpKkRWSQsxkcgsOxYkD8sCm2M0MtrE0Lgq0KMvPUEcUpaO6iHzlQJsAq2CSr9PzFS002v66nJUwFOnWq0nBpcyTdr6r2utn3ad1e2ltEiUgZ6UhAzjvxQCN23POAf50cb845xUK6PH9lhHKonzX5L6W2tH8LWeoy44jGWUfOn3v94VISA23viqOtwQXOnxR3UDSqLy1YLGTkMs6MrcEcBgCfYHr0qy02LtIN3LRu2PXBUf1/WqcbxXz/Q+hlgpVMJC72dbbS3K4v179F9xgXGreX44e0B+94e+0LycHbLg9sfxDv3rfkDG/ibjAhfPPunauHu4PO8cxvIkPzeCZoxic7wDLDnjcMDkcgckcnha7Ka8gTXrewLHzJLOaRRnsrRA/qwrsxNPl5bfy/oz7fijAKEcPGH/AD5nra+ihLX8v+CWHYBirHHzYX3OKeDwc9DVe8lSN0VkYkyDkDO04PP6Y/GpjhVZgeep9uK45R91eZ8disLKGFw8tUpWsrW6wV73uvnfyWqOf0nVYH1aK1hRFV52ABXB3brvcR9TGTzx1rfjI8xhz/kmuc0eOCTVLG6yxZtjbig5JF4fw+81btlI8skhKkAMwBJ9Hcf0FdWJiud27fqfUcU4ajLFV7fZp99b+0muvp80WQMdOmOBisvWdSNrqumW2QFub4RjPUnyZ345/wBgfrWjFIJcSq2VZAVGPXPNc34otb1/GGi3KXL+Uupwl4lYgDFtegnGOQSy9x90c9jlh4J1Wn2f5M8XhvA0/wC0q0atk1Tm7X6qFTS1t1373OmJ4zSSDLIfRufyNEjAY3OF5H8xUd27IsRUAkzKOfrWMYtyR5OGoyqVqKg9JcyTv/dn12ez1RR0UulxqYkwB/ag25PYxxH8OT/nNaEEwlaRVI+VwOGz/CD+HWuc8JObiXW5ZH/1muwOoWQtj/RbQgdfl9ce/vWr4bYy/a7nOVlnjdOMYBt4v8K6sRTs5N9LfofTcTYClSeIq1Jaxko9tlQWj76Pz0KWozg63cxyEbUCnnHTyJuv+e9fZ3w6/wCSfaF/2BrX/wBFLXxRKsQ8a6mDBy9rAzc8MfKnBHtwBzX2v8Ov+SfaFn/oDWv/AKKWv6X+jgrZ3jv+vFP/ANOHTxPCNPDYOK/59Qe994L+r9TZooor+tj5EK+Yv+ClH/IY+AP/AGWuf/1D/E1fTtfMX/BSj/kMfAH/ALLXP/6h/iavj/EH/khM0/7B6v8A6QzOtf2Urdup5jeBF+Idu3lsS0USjLcKRHcnIHbgkd+3HQ1tXbbr20jAP+sZuOmAjD+orAGmTXHxHfU7iWHEMiC3QTHdgW7Anb2OZW57gj0rYu79YdfsrRnQedbzttOd3ymPke3zAH6iv85asbuCWvufoz7jG4FSlg4Q99xwUV8+So9uuj9OhoZbGQM151r/AI9OhfEm90u/tc29to9xqVsyKu92ijYTqATzhWt8fU5xXonIG0sM9s1538SrbTD4mTU7m23zW+h60oYjqjQ2xYe+cL+INVlyg6klJXuv8v8AhifDGnRrZriqNek2p0mk+l+fdPvZNekr+S77UQzWMqoOSh79KwfidYatqOgWcOkXjW0ieIdKkeVT1iTUrZ5E4/vRqyf8CNbWuiWTTGERb/WRklG5Ch1JP4DNM1VYJ4YxMGK/aoiAg53LKpH4ZHNYUG48sl3f5HmcOrEUaGHk46qpVumm/wDl36papu3p6s4fVPGlron7Rmn+GbzTZDJrWnJb2k4wQPLju5yevA/dsvTqw9eO70qWF4sIuCCQRxnqx7fjXmdtBc6r+1nM+qXG+DT9DMmmxc4ik2qhI9dyzSZx6D0rv9G1C5l1S/sp441aDUAiFSctGYQwJ98k124unH2cUlryRb/H+vU+y4oy6nPJqNGnH344HDSdnpr7WzV99Gk+z+8zLKLR5fFGuQWzh5wBHdE/KkbGC2wp9TtKNnnhgM8YrT0h1TTraYoCWmBKqwIU+VjGf89aytVtTZaxqOpNNBDG72sW925O54FJ46dMAHnPOcEYvaDGqaOqrLG4knjdGD8YEKNxjoDjpz1pzSdJO/8AL+R15jSVXK6E5Sck5ULr0ozUtdtOZOy1S76lbwl4buPD/wAJ/D/hPUL83E2naXp9tPdSgkytEIlZjnHLFSfXJoW6k0rTvC0dtJHJE12sLlNoBU28uNvAHGB0xWv4jm8jQJpWUsAq5CHBxuHftjrXIeNNa1DTNF8Lahpd00Ea66UuFn/jTybhSGC98gHA6ECpoRdff7Upfe1JnicM4PF5zCKqRVqmMxF00re/Qrt6p3veVttHbRdO2vFaS+tNrEFJWYgH7w2MP5sKfbAia4JOQZhxnp8i/wD6/wAayru5vI9f0Nb0hJZIJ/tEcRJXdsUn8M/0rSsbiOS5vlWRMxXIV9q4Knyo259Tgj8MVxTg4wXp/wC3M+UzXAVaWW0uVXXIrNXausTUXzjeN731ukrJnNaVcWrfD+wmV2RH1K027OoZrqMAHpnkjPt27U7w1qV9qnxa1+6t7iOTSV0HTobYo+SLqO81OO4BHbG2IZ7kH0qlZ2lnf/DzSNRuHaSKwvbe7XyHIWUo+BktyQMhsH+6K3vD+mafpXijUY9PUoslrFI8YUbN73N3I7A9cl3YkdBxjvXZiFGKqPr735x/yPr+MsLhqcMbUd3KUqy1V0r1sPdd7tKLXa76nOfFO38XWEPibxN4e0tbyS28F3w021LczXXlhlT/AIEUUc13wPAByTXL/EGfxa9nPZ+GI7bD21yty8xIZF+zMUZORz5uwHrxn8Og0u7bUdJtr5gUM9ukhHdSVBx+tY17yw8G7frt1/M+e4ro4h8MZfiJU4PlUVaL960KCXvX2va68tbGY66rf61CdNuBFDZayTeoZMebB9iYAKAP+ekkZwcfdJz0BTxJEJfh7dQToAG0zaylsD7nT+lXdFMH2i/aJ1w16CcHkHyYuvvjB/Gsf4gPGfg5q8sMmAvh+V4mB6EQkg8e4HT8KIu9eCttKP6HWp1KvEWFoqDUYYnDq9tdfZu7tu1Ju+rstL6XNbRDGt/dRx8nksQABzPPxx75rH8brfmeX+xpwlyLvRTMX4HkDUcyfiY/MH5Vp6JdWcmv6haxySmeONDNG7ZCqZZ9pGPXB/DFQa5Z293rpMt28YjW0mmAPDCOWUov4uR/3zRBNYn5L8kZ4PCRfGMm001Tpy1T1ShSns9+bZW0u0+jtNoMlrP4WFtbTMY1sY1STjlTApDDnB4PriqesW6f8IjciyvMIumXRjk34AOQwOCMcEfh75rR0SC0TSFtbcbUFlEuMjIHl4Ht0A9qp+IXtrfwdePLcS+QNLuXklBBwNuc4I6jnHHY8VpF2qtL+ZHs5e5Us2qQp3XNiYSs0n9jV379vW2u4ngaeK6+2XsKR4lnZXaJyQzpJJG3GBjGzb/wHPetDVlRradpGBHmwgAvgcOpAPp1rH+GWp6XqFvfw6XCyfZ7tkm3SFtzlmbcD3BBDZHGWatbUreFYbmaeQKrTwsxY5GFZew9cGprK2Nd/L9DhzWjUp+IeJc01b2NvdV7c1PT4m9Vr9ySRJ4gCf2TO7nGyKVs5AH+rYc5+tcvb67FZ/EHR9BS0llkv/B17dRzrjywIJ7RSpJI5b7SpHsrc8V0fi42Efh66fVFJtltZjOm3O5PKfcPyzWZoVxpEx0660ll+bw9mBs/KIt0eAe+M/yNPDW+rvS+/wCSN+GozfDdT3ZSTnUWqXKvdp2vZvte12/mdJlth8zrz0PbtXO+B5NXl8TeMF1OxEUEXiKJdOkB/wBdCdNsSX/CUyr/AMAroLdX2tv5y7dfTNZ/h6yks9Q1h5NRkuPP1TzAJAP3QMEICDHYYzz61yxajTmvT80fBVcPTp4THU6lnZUnorX9+L01suWzv5NWu7owfh9dapD4Qu9P1edPtNtNNFhXGI4tziInuMoFPIzzXYdx7etcRoUWl29nfXNoLhpb+xtWupWkGSSkoB/3hgg++K7VPPaOIzbQ/Hmbc4zjnFdWOivaOXdv8kfbeJWX0542eJhFJznNvSzb9nBu0b7XTS66p7tjJCP7ShGf+WEnGBz8yc/59abqsKz6fcxELl7Z1yR2I/lRJKw1aGHJIa3lY+gw0Y/r/Oq+uwyRRS6us0hFvp9wphV8BydhBOe42EA9txrlh8cV6fmfB5bhpTzLBVG+W0YWsr6+0aUd1rLT0vb0fo23zr0huftmCN2cYRB+HTP41U8FWyWtjeokRXdrN453MSxLTucnPTrwOm3bjipPDlzb3E1+IJQSl46ugYnBDt1z6/4DtUPgo2K/2tDp8RGzW7jzpSxZZJG2uxGfTdsPYFCO1a1FZVP+3T6HPcJiVHNVJN3+qvZL+W+8l1ene6s+ovh3Vob/AFzWbCOJQ1lfiJmA5OYYZPT/AKaVH4U1TWrvxN4lsNVhjSG01SJdO2kbnga0gYucf9NfNXn+6farGitZDW74W1s6O8haZmxgsPlz074HrwtGg3Im1XUR5RV1lUbmHJX5sD8935/hVVIr39Psx/Q9TOMDF08xqRpa/V8Kkmk2nendr3no7S+T0sjM+H9lpVhqeqwaZE6MJMyCQjJ/fTjdxzgkNgnsOBxzu6iJGlhDoNgkBYg9/MTaP8+lU/DVpJbXV7MzW586b92YXLZQZIz6dTxTtbvUSSCDyy++6jHHYiaIZ/Pmqq3qYttdv0OvOIYjHcZ4itFc37lavV/wpJvVq3VbbpXC33rrIeWEIHlbacDk+WMd/wDZf9Kltkn/ALe82SAhVtnG/IwMy8e/IGfwrN0LWbvUvE09pLHtSNI505ONjiRB7dYyfxq1Y6n5/iyazMylVsdyjYQQRPIpyc9PlAHHY88inWhKMmn/ACnTn+ExlPEVqSgrrDa2u7J7JWer3TV/Q11Ibp74qjYXLyaaZGjZT/aEiYfHQXLLnr0wOPbt2q/kgZBAAJyTWbZwQrYSRwH93/abMpL9/P3N/wCP7uPwrkgk4v1X6n5xldClKtiVNKLUqb1tt76stddfLv2DUbmaOXUimMx6arISM8/vuuPpT7zUv7MuN94gWOS7IVh/dEBck/8AfLfl+FY2uRX08viWaMybpPDqRxIhIwyteDIJ/iOV/IVa8XC1jtfLu3Ja4uJhAo5y32OXI9vlVjW8KcW1F+X5H2+Fy2m6lKlUimpezi0t1enFuz8t79d9Ec9P4iuv7U8W6S9mzW9n4KtLyORCT5jyS6mHQYOcgQr6fer0DOOtclZ/ZY9D1XU7dfLdtEwysApAV7ojJPuW6/1rprdnNzOrSAqHGwf3flXj+v408Wk5Oy2/ySMuK8NGtUxDjG3s56312hGOnnd3t9zCyuoJ0aKBsmEqjrkEqdqtg49mB/GobW736nPahvuyHKlhxhIj/wCzfrVbwz4Us/Dmo61qltNK0mualHe3KyvuCutpb22F44G23Q455LHPOBWgktYvGU5iYeaTJuUnrlbME/gCtZxhBzmo6q3+X63PPwOCoYjE5hCF5JR5ovXVpxber0tKUlfy03Mj4c+Dl0LxfqGuf8JK9882jWWn3CHaN01tLclpiAcBn88Aj0Qe1XfiJq8OkaVp10IPNf8A4SbT4VRfWa8WHdx6b2P/AAE1N4I0yx02/wBT+zXBd2vm83k/f8uLcKy/iklnJZ6bMjnKeKtIPB7/ANoY59ss1dsn7THXbvovLoz7bMKUcw43dSpKU0qcfety3tRrdFprzPp27JHYWzKJLk5ORN82T/sKf5YomQSOp3f8tgcZH92svwsuoG/1ua7ffHNqzm3weAiwxJgZ91fPuPStZlUTbwf4xu574/8Ar1wTjyVGv62R8VWwk8JmdSEneSjCzSX/AD5hp3unJq/dWRKMdSDTCN0oJ7KePy/wp5PXJ4HWmEAzq3cIcfiRWMWz4HC0Yc1VKK+GfS+yV73dmunkyh4XEi6ZKJjk/wBo3mDuzx9pkx2HbH/16fp8we71JIZVcpeorKG+5mGI4PPBwQccdR65qn4AmurjQriS8jw41rU0UZ/gF9OFP4qBVnRLCzs9U1m4tZXZ7rUlluQ5yFcW0CAL7bUQ/Umtp2jOd/L80fQ47C06VfG3i23y3Vt7zhe+raVu+t1bexeuSiRkuu4FSCMjpjPf6U8AZOBznmoNVmlt9NuLiKPe0cDso9SB0qdfUN1rLX2dzzMRhoPKqcuXrJNX1+JPVdLc1r6b+gAgufoP61m+MRLJ4S1WO1uVhlOnTiOV5NoRvLbB3dsdc9q0VQeaXwNxUA/r/iayfH2qLoXgbW9cZEYWelXNwyyDKnZCzYI7jiqpJOvFLuvzR0cO0vaZvhJxjvKjbbV88NNX3dlfz3ua+BwPSqmjEPZgEcqqAnPU+Whq2Dk8GqejKggkaL+Iod5/j/dJz+X8qI39m/kcWCpUXkeI/dt603a2+kumnTbrZ3vfUuKwJOOx6Uc5OR9KRV2s5z1P9BTsEnrzWbaTOLE0YqTiqbdvlvFXv/wX59xB15Hek2kkEjjnHFOx6Y6037pAyBnP86E+xeFpSXOo07afo3100TXTf0sMumVIhlto8xB+JYcfrT/MUv5YOSACR6A//qNMu8CMFyuPNTGf94VIWBcqMZABP6//AF6rTlXz/Q2jhJPBQ56Vre00W2jp2+Vv021Rj/EJY5PAGuROPlbR7oNyRx5TZ6c/lWzjH/16xPiW7R/DrX3jOGGiXZBJxg+U9bSlgMEjOewqnrRT83+SOmrQjHIKEVDT2k+2j9nTemqt0369VewIPlUKMcdBQNpJOecflRHGEjEaHgDApRnGKzb3PJr4WU8XJqndc0n1vq356PXS/d9dVjXz248faYjviT+x74oueq+babjj/vnt3qO5juP+FhaW8bfuBo+oiQFuS5ntCpx9A1M1G2jb4p6NdlTvTw9qaKwbgBp7Anjv90fl70+91LHxH0nTEfibRdRkI29457Nev/A/84rpWyt/K/1PrqUassMuano8LNvTVa1+/wArX2uzM0XW7u4+PniTw29tiC08IaJcxzf3nlutVRl/AQof+BV0WlalHqF3fCFcpBc+UGHRmCDdj6HK/VTWVp6hPitrcvkrn/hHNMBkAGWxPf8AHrx/7NWlolnZWVxqEdjEqK16XkAGPnZQ7H3yWJ/Gqqcjje32Yf8ABPQr4XDvLak5U3dYfC8qS6815X/vWtyrXdlKaWAeJY7dLj5pZiDHv7rtk6f8Bb86vX8ofULYCUKY7hcqcc5R8f59q5p7y2n+JyRB2/0aZ1eNunmOiFSD7KGP/Aj6Vq3F7BJ4l+zoEEkeoRqxl7jyMjb7/N+W6umdL3o/4Ln6Bjstk8ThpcrbWDcvvVrfdbXdfitay1O11rTINV0m4Sa3ukimt5lbKyRttYMD6EGp7glEDB8fOoyf94Vl+FtAsvB3hLTfCGjQutnpNnbWNmsj5byY0RF3H1AHP0rTuCjRAvGrDzEwp7HcMH8OD+FcE1GM7R2u7enT8LfiflOZ4GMcdD2a5qcas1HRfCvh66+7a97+85K2iKFpa2S+Lr++RcXEmmWiSncfuLJcFeOnV3/zirOrTCCwlk8vcVRiEJxn5Tx+PT8az7DRrWH4iar4jS7kae60awtpIC/yIsUt46sFxwSZmBOeQq8DHOlqjxJYSecy4aNgNx4+6aento9dIm1GnL/WHByVJv8AgaWs7cjbS9L+WhPlQcd+4penUdMYpuQG+YDnGPfmlBOOvHasXex8pKhTkoJU7XS7W6af57NO3cgMZLwkDIFw5P5PWd4RhEUFyVk/5agCHJ+TAwc577s/gB3zVu4uJFuLNYDhZb50kDc8COQ8enKisnwBe2sqanZ20Z2293hJA24MhUbSD17E49GHrXalL6vP5fmfoeX4SrV4YxycWveovZO6+sNXb9bPTWz00bM74qP4j1P4AeI4/CMbHVpvB10dL8w7d1y1q/lgnqDv25+tbFkrW+k+HIJjllKKSZDyRaS59c9D1Pv2qG5K6v4XvdEgvnilbRIwZYH2vHvjcB1JBA6HB9RV2CGO603Sbk3BXyVWVN7YLZgdcH14Yn8M1crKly/3m/viz2cbGGGw9OgqbV8TVls21zYaVm/J3Xpv6Vfh9f2t1oq21rGsZiD7olcNt/fSqDkepRv/AK3Sub8A+IbDWPgpe+LZLURW19osd6bd87o4306Bwjj+FtpGVBP1rW+GNnHbtd3NtPFJbmHYjxHhit3dkn/x4fjmsq4ksJP2fdfu/CMonSXQLuS3DOCA5tj8mQOgbjHbGO2K3lGPtZq28ofmevmOHvm+OpxuoyxmB1fnNOSbb032avvbVHb2MsUen2CwhtroipuPP+rJ5z34qr4v1OwttGvNPmlQzyaZcSxwNjLogUOeSBgGRAckD5hVqMBIbOJQhOQoZmyR+7bkep/pmovElvaCwuNTl0tLmaDT51RdoLMjAMyDPZiie3Argjyqur9/1PgqNCg+LsNKrBv3pS6Jt+3coq7dvV2u126QeHtbhu9KmukPAupo4/Mccn7RJGoyCerAY+o+laofIjPYnn8s1zXwtnj1TwXaXE1oi+aGmZfK2gObiRu5PRhn1FdHNJHHJAr9Xkwv12Mf5A08TGMa8o22b/I9HizBwoZ/UpUoPmjUnfzUacorb0u/v0KelTNcaRChYbozEr5PQjYT0xzz7delWYJWTToGDBiVjGUHByQOPaszTry3itLi4hiaMPqFupDjBy6wAdfZgPwq1qN9Euj213Ezsktxa7COpDSxgfz5/GnVhedvP9Cc5wFWpnPIqdoutN9OtPma37v7hnh1LeO91cwx7d2p7nwPvMYYuf5VW8EXDTQagHKYTW7tRsAXH71uMDv0yTySTSeCLqW9udbll2gLrG1Qg6AW0HB9TnNHgy1exOqI2SJtbuJF3ADq3bH/AOurqK3tU91ynRVwlalj86pT3SoW2fSKbWvRbX0tfyJ9ReG207UNwncmYnZGRvYlQQEyevp05qDxRdW0Wm6ZLchF3XGVDsFwfs8pOO3ABP0Bqp4k1PT7WO/ZpHCJqqJdyBsGH/RkcuMjsuG+tP8AG1jb6hpmjqsyRxpehlDsFyptplwM8dGranH3qbfV/wDtqPpMLg2sTlU5KVpVm2+1sNBdPltr123yvH3gm81T40+CPH8N2Bb6TBqVlcwlsbzci3dG9DhrYD1+b8uyumAaSMKHLW7fI3Q47fjms3xXLNDrfh9UfEdxq5jnX+8otbh1Ht8yqfwqzevdjVB5TKFNjPt3McFgYsE4+rVi5SqU6afSLX/k1/1PGpynjMuy6DdlTo1IpNLpiL29U3La2lm9jzz4E+CfEPgf4Va/4L1LUfts1t4p1QWEspYAwPcl4VYjnhGUHHocV6MwMunXQdEZGWYBG+6fmcEH9KwLvVYINJ8UpqV2kdvp+pqJJC+3y0MEErEn/gZ6dRWxFqkEmk388kixpALjzGz0VZZVJ9vumt8RKpWm6j3ck/vUD0OJPrmYVauMqR5nPE0pNxW7ksG7rVat+9pqru3Q07dlaMlFx+8bj/gR5rP1e1FxcWqicqRfJIBuIzhG4x36E/h7VdsXjkhLRSBx50gJHqHYEfgeKx/ERYX8IgldJG1K1JJQkMAfmA/4CG5rkoRvWdj5XhXCVHxLiHG8XGMt0n9ns9f61SuZHxK1vQYNBvIL60aeP+1ktriPjIc24c4yf7h/nXR+Lp7yHw9ctpojNyyqlt5wynmMwVM+24ivG/2rNY8W+GPhdrOq+C9Qj/tOXxlb+SjjcGH2aMeX+Sg+3OK9m8T3CW2jSXLIGEcsTsGx0Ei8812VKXJToy3vJ/8Atn+Z9nm2T+xwWRzhd/v5adG4rB3TvbR3tfraz6MZ4o1S00zS1u7oZRriOJcesjCMH6fPmsbRIAni3RQzq0kPhSRAVbqDJb5Iz2+Uda0fG2m2dz4a/s2UOsayRlREPu7PmHr02/nisHRL/TP+Fk6PAGP2mfwO0sKbePKWaANzn1dO341nSjF4V2/vfkjzMiwq/wBS2qcZNv61uvsqNHlvZ2Xut3RJ8FpLuf4F6HdanHunudCS5uEXGS0qGQjsOrEdvwqX4D38OpfCzTr21XbFJPd+UNgX5ftUoHA9sVmfDzUPE+j/AAdmivJFF1YaJK9vI65O9XuAueMYARMDHrWt8D70X3w0sZ/sxhUXF2ioRj5VupVBx2zjP41eLg1TrP8A6eL8pM9Ti7AVKeBziTipKWNhLTVO9Ks9F10aXdWt5nUYX7Wzb+Si/Ln3bmqPie5a0hsnXq+pwJg45DPg/oc/hV9dhuTxz5Yxz7mqXiNo1WyklZgF1KHaFOMknHPqOc1w0v40f66M+AwtOLzvCKVNu0JJ6K+tOstLWv2v56LXTF+GWp6l4j+GfgvxBrdl9jvLvR7O5urVl5ilezy0fGAMFiOmOK6rp271jaDbtaaFoNm+8mGKJNxHJxbMMnHA/wAa2XJUfKeSwz9Kdd3qO3Vy/wDSmcPEWFdbO4e4knOta2yTxFZ99b3W/wCZ5/4B8X3WtftBfEPwlJp0kUGjWWimO4eMATNNFcO209SAAo56HNavxz8Pap4v+DnivwnpE6pPqfhq+tImLYIaSFkH0+8efpVbwDoxtfih428Qm7V21G6skCbOUEVog69xlzx9a6TUBPLrMKBSYmsLkOozgndDj8cbq6qj9njYSj9lQfzSi/zR9pisLHLeNKFWEV+6pYST6pyp0aTad9dXF6/O76Zvg+5MGiWVtLdI9yug2W4dATsk5weRna3X0qDwvqw+IXhg3gtJ7Iw+Kb232SEKW+xanLHu47P9n3D1Vx71T8G6HLaytrc8zZfwfpMIJPRovtbE4HciXtSw2eo+HLfT7+wmkk/4qW9jlt2Pyul1qDkvgd0Ukj2z1q5Qg5S5Xrff/wADdjtq4OhWrV3RaVX2kndrS6p4t8vb3lpdbN+enZqGyQ4zn2+tHBbBz06UgLeexPC7R/M0/jdnNeY9D8lrUoPEyg4q7pJaa799bJJp9rtP55erm7bQ7YWwYyfa7PfsIPy+fHuPuNufwFT3Aj/4SO0LFd/2O4xknON8Oce3TP4ViePdT1XSvB1jcaHD50ra1o0TgjkQSahbRyt+ETO34VtzORr9tHuUZtJzgg7j88XQ+nP8q6JRajf/AB/ofdYmhOnRlLo1i7Ll95q0dt7Wvs2/8syX7FHrQdHgEy6N8sUko4Qum7BzyOFBODj5emeX3V3Zp8SLG0mtg076JdvBNu+4gmtxIpH+0TGf+AGodVutFtriSa5dHxYIu8bf3UbvGvJxkbjjA7+We4pLjS7b/hatvrjTnzm0KS2VC3GzzldsD1ztz7Afj0Simtf5X+SPp8VhVXu6ikl9WrWbj2jB236Xas106p3G+J7+/t9dtja7DCl7ZrfhpMERN54Ugc5PmeWPcZ9K6GOQEzDzN218EA/d+Uf/AK/xrzf4r33i3TtX0nV/CenxXIuvEumWutCdiBHZJNd7nHTDB2Tn6V2uj3z3V/4gtyqf6NqKxoQ+cg2kD8jty3T0we9KvRtQg/L9Yr9fuMeI8orLJMHKKXw7q2lquHi7p67ybX93e9ta+mbY7mxjE5Ybx8zAZYlbnIOPT+lamlqqvKAuPnckcf8APWQ5rn9MuXudT0x1WTZ9tbBdlOTsvQeg6cDp7fj0FlEItSmVeQYwencySE/zqcSrOSfb9Tz+J8HKONxl93Sb6dKreuvn1XR+hBp+uJc+JLrQEt8NbaZaXO7jkSvOoH4eSfzqDVUtU8RWZvJVJluohaoVyRKsVwxxwcZUH06HnnBv2rW0mqSzQeWS1rD8yjkrukxz6cnH1PrWXfXsU3imSwUyIbZrOYsHwshkaZNuO+AuePbtnMU1+9dlbQ83KsNVlm9acKcqa9h711rqpq+uqabTemu3dl3Xta0/RHt31FvLjlmjiWQngSSTwxIv1Z5FFW70xEwF+nnAjJwOh6/564rl/iA19qnifRvC0AURy/6e7MoPNrd2kuOemcYz757V0N232u0tJtyx+Y4OHI7o3H157elHslGFOTe9/wBf+CaU8jeFwWT1Zac3PezT5V+9S0W2ie19vUyfDaaedG1CG1kMbQ3ii6mMgbc6wxHOQePlCjt0/E6fheFItHhEUpdDDFsJOePJQD+WfxrmX0mzj8LatpUEssLarfXMdzcWcmXt2+ylVck5G4LGg6YzjI656LwUxfwzZTZbL2cDEP1B8lPStsWv3cnfeX6I9jjShOWUYucXJqWJdlZa+5Sd9Xs2mraJJLumUPMgPjXUIoJQH2QeYG6AmGf9cKv4CvtP4df8k+0L/sDWv/opa+Fl1Fz8StXRLYhoZ4t/7wKrRrZOwY8c/M5Xr2B+v3T8Ocf8K90LH/QGtf8A0Utf0j9HKLjnmOv/AM+KX/pw8/irC1sNDBc63oUt7XXuLT+mbNFFeMWX7fv7M2oePda+H9tq/jDd4bv9RsvEHiST4WeIU8O6dNYLI14JtcawGmRrD5Uiu7XIUMuzO7C1/Wp8kez18xf8FKf+Qx8AT/1Wuf8A9Q/xNXpn7O/7Z37Of7VF5qOl/BXxrfXl7pdja311p2teGNS0e6ayufMFtexQ6jbwST2spikEdzErQuUYK5wa8z/4KVHGr/AHHX/hdc+P/CP8TV8h4gf8kLmn/Xir/wCkMmceeLje1/O34njtpb3yfFi7ja7RY3cNHuPz/wDHtECce+zj6NXQ6hNDF4o0wSx/vJbe4jjlVR/sMR7A7c/8BFc1b+MNKu/jFLo0NsMwb0luy4wxFtBKPwCzr9S/tXQ6xdSQ+LNJhVIxG0c7zSu2NigKBj3LFR+Jr/O+tGtKcIuP2X062em34fgj7rMaOCWLwtSo1G+Vr7eigqVRqWk27Nfber01u9NUQSliwumAJztwOOvFeW/FnxBpj6/eaKlzA99ZeHNVungSXEiRvbFUdlzxuMUgHGDtz2zXqC6hYMzKL2LKsQy+YOD0x+YNeAfGfQYNQ+KuvazYamXXUvA+saVL5eVWCSK0Mqbz0bi6kPP94ela5fTrSrP20XGy0923byV9PU5/BPBZNVzvHSo102qV/dqSkk/axVneclFe9JLa9mk+h7trl6mmWa3NzeFUNxCpC8ElpUUd+mTg+uah8W6zp+h6XDe6iX2Pqdlbrt675ruKJO/Te6/hTvEqadqGiXMFxIrrGnnYRxkNGRID+DBTUHi/TzqenQ20nRdUsZSM9PLvI5B/6DXAotuHOrPXpbTp0R4nBmCy6tl+GqUqt0qlXmtNy3hF2u3LXRt66NpLd389gi1+7/aVuDFb3nkWmpxrLL5X7swNpTnO7sPNKg+pA9BXX6H4jebxDe2tzGEFz4lEFq4IYMv9mJMCD/wFunvXM+GPG3mftS+I/B5tlSNdISfzw4xJhLMIPrmVgPqK6Tw/awfaobu7hUpHrCTQTBtoVjp4TcB6EErj/ar0K8aklHmjryRtpu9X279PwP0TOsLl9TJl9Y5UoZfhIqXO/glTrTUm1Pa+t7+8lfmfLpkeJ7fW73Wdbje0iW2Mdq9vHG67mIe0bzJBnIYneoyBxEMda2/ATtY6ElrdAGRLtYnPmDaCLdDuXJOBtHTPrXJ+KfHukaHrmo6nLp10iLp8KtM8mFnad7CMSbe2zzYsc8kOPWrPhzx3ban4E0/XLZTM6axBFc46/PAEyB24cL+f0rWVGrPDpJaafl8/I+szPLa9bIsLQqRSjKth4pu69/2VWy0lu+Xq9eq6LqdD1uLxp8MNM8VS2xEOq6ZZ3otZF2mMSLHJtx6jPQ9+K5bx2R4a+FunB9RurwpqDTRSGbE7gCVlUE87+gPfOe/Fb3xLmtdN+Et5bo8iNb2UIiFpw8bB0CMB2AbB+grlPE51uLwJo2h3lst3dTa3eRzhmUYAmmYKAeRmMFVxyOPQ1GFhUbu1Zc+1uiTs9vTXS/d3PkuA8HgKksPVpVF7P+0qzUee+qpV20m5O/KnZrokvdurx7ibXra68WeH5LC6+022pWN1LbT27honTZCytkcMCDkEevvWzaET3N2FdF23QDiPGT+7T73vjH4YrJOg2ej3XhzTdBgVINM3WqqOfLtxbMAme3Kxf981Po99okep61bw3SCZtUVbhGl5Mht4AoA/3dg+tcDhUqfwottLtd25nraz6a7efmfAZrDI6mQUqkKqVJKNpSnbfHV+W8lNK7vFJJu7TjsrHEWN5dx/C/wtpENteS/bvEVhBJI4KsqJKJ3aTP8AC3klCD137e9dZ4Gt9egv74eIJmMwmmKlh96E312YfyiKfpWd4Iu9ITwDAv8AaQnhgv4WS4mON5adcOPZmJx9a6i2ltpNSlukmH72GNVBI52vLyPXrW+JlUTnFR6y6X6p9u35X6afWcfVcNVljMPOHK/aVbttx1dfDyj1VtHFNNa6R68ry9b1O4s/FVtpwcH7Xpd6YUdgPMlTyCFHqdpY8dlJrbS3baGS6cKFwFAG0D8q5/ULS7u/F41cBTDYW90kblshXdLXGfTjzP1rfgvrB4IwLyIiSPKDePmGKxkqyjH2au7a2V/ws7aeh8Vxxg8pqcOZanVioOMVdzcVzezlypyU1d8so7uT1d1azMyHV9K0rVVtHkWN9S1Y20KOf9dMtp5uF+iQsf8AgJNU/FNnaJ8Kr+3uLxYrY+HniJdMhB5JUHHfr0qbw/DFr8j3uoQRyvpmtyvYyEDKkwmPcDjrtldc/Wuc+IXiCK2/Zqvtdt5F2jwqJ2W5Izs8kM2R67c/jV04zeIjGG/Mk9L9vL8fxPqMXlmCqcSYKlKbU442gpNzavP3HFata8trRa1d9HY6Pw+iv4g1RIR5DiVdyhs7hvkwfxyT7E1HrM11b+JXtV3ubuG1WNiuVG1rqVuM8HCgE+6/hD4Hl0v+39avLaKSDN6bdzO+PMdZ5ycZ/wBqQ49itWdWtvM8QahqAUKIdIhMc+7OH3Tj8Mc59d3tVylNVkpL3bK2m793rbXV92ZYXDYDDeJVerOqnJ0KScXJu0vZYZRTXO924y2V07buzXwtaahDoJuSZhJLaQMkErAiMi2QbMntkZJ9SaTxhrlna+C9RuNSt3SAaRcTTnAAjQKRgknGTkkeu01N4SkWLwnaQ29wJ2XT4REHbDORAh59z1/Gs/4p6It78OtZsILgxrJpckMjMc4VupJ7BVLfgazXvYlKa+0unS/9fPQ7sDHJsXxW4Yia5niaa0nJNOKikrc+jtZ2S13le7bT4Y6nY6ta3P8AZMQS1gEUdrLEVKzxgMd6kdtxdP8AgGe9aniK3a4W4jWZI+bQ784YYnyfzxge+etcZ+zvdx6T4VuNL1C2eyhsLxrSxe5nyJoRJJIhXIHI3uhHX93+A6Txh4g0/TpNQjudWANvHpzNAFPyNJdMicjP32G3GOMe9a4ihWjjm1F8t9HZ2esb62s91fV2btpsdGa4ajDxZxdChNe1XstOZyla9NrmjzNJtXlqlu9+U0PGqRJodxLc3DCL7PPuTgceRJnr7ZP4Vk+FWgRrOe2v47hIfDiERW0a7pBuP7wAdn2nAHHB9K0/Gd5aR6FdyPJHI1tDM7xtIBtxA5we/II/PNYXhe+u1tYXvdJS3KeGVwtvKPMdleTMS8c7QvB9XpUYVVhrSWvpbSy6W1069tb9Tl4ZwWCq8E1VCacfbVIyanpzN0k1fmvdN2smmnZWVzs1MkreYrkAH7mByQSOvvxWZ4XvG1VL7UBBPATqU8PlzLgkxMId/PZvLDA9wwPetCOWGDcs06B8scM2Pl3Hn/6/tUVnc6el5PbRzIJHuMhCwyxMaE49eoNcsY1+RqMG9NPd6LV9NdN32W6PzLEw4fpU8woucbynR19q7x99XTvU01klFNRvJJK+xxnw58NRWd/qpmubiSO603S2R5GbJKRuucnuSCT9feu4I87ZNFesyyY2FCCuPvZ989PpXLfDuSG60eJku1eMWVmI3BIO352XjtkEf5FdPbyaZZxJp8FzEotY1Hl+YMqoG0Z9OmPwroxPt3XlyJtrtG/ZdnbW3b/P7jxall1fOIrHVkpKUklKfIreyULr3oXd1G+jSs3pa5XOnSLrtpcPeTu0dncJuJABDNCeQO/y8HHr61Lqto76TfI9xu863fImICL8mMew7n8aU3Vk91FerdRFBFIglDjqWTjPTtWH428QsLmfwvDMscVz4b1Gea9VtzW7xmFE+UdciWQ/9szUcmNqVNYtd/dta0k39lWs2u3brY/PMiweVYrMcrpUqseeMacl+9k7RjOT0tUtJtPazb1S6M0tCiVr+/ureYhGumBUnPIwD9OQeP8AaJxzUfhYXch1Fne3ES6tOLc2oUK68Zzjo4ferd9wasT4VTSwXOri/uGRprwtDFcP83LMfxyHU/iBWv4Mu717jWoL/TFsootblSyi80HzYyqMZegxvd3bHv71WIhXpTlp0jbTdeWmvXXW1t1Y/QOLsuwFKtnWHnVUuV4RSfPazSp2+2uVvTRWTWr31i0K5vbvxVqcBMcYjKkMsOCV8xxjJ69DntnOKm0C31k+IdVvJ7o/ZZFiWCM5O2RXm3kE9irR8dsVk+DdTsf+E510yzPG42pidNmQtxcDjPUc9fQg966DRYvsL3kk7qiyXJkIL8L2/oKddVYxaUekbab7X6a9O9vmd3EtLL8PPNIXinLDYJTTk42jyppr3rwul8Savrq3oYngA6y2oasmowCH/TWSCRHyjoCxUj/aH3WB5+TtxWv4gkt7ee0jmRctNGBIyj7xmiUDnvkgj6VzPwt1WN5ZVF64hnujthml3eWwhUkBjjIYESc4Pzk45rS8cNJcazpEEQDxPcRzs287QEubc5yOOhyPp9a0rQqPGWtp6deX/gbX+R7+fZZhZeIlWVWahP6tK9nJe5GnUV3Hnto09Wt/tbWm0nXGvPHd/pgsGjWDT7V0kByGzLeKQB0z+7z/AMC9qk068t5fF8ummXNxFYs7OkX8L3MgX5j0wY2+Xvz6VkeE7m7bx7eS3IxFcaehjlMvIIurzHB9Q3H0FaWlvb/8JadSkt/LZrC5Ek5kBXy0umKE/UFmB7DNTOlKLajH7KtbXXt1v6a+hz57g8uy/G4uMmotYNNpTei95czvJ2XNzJy0d766K288DyIzLcui4ZSFUH6n65rG8PWkkmhXGnSTOZYdcmd5MHkm7M3AzwPmAxngcVsQ31l5Hnfa4hGRvDmQYKk53fQ1VspYYbCS681YxJfuWJbg4lIJz9FzWP8AtShySg/iVvdtqr6fCm+t1r6H5XktHJsM8dOnXjzT9l/y8crXdR8z/eSSum+kUmrNu5lXN+8y69e29yZBFpTBQrrjckt2pX2IK4P09jVjxRbtLquj3MoIhh1aR7gyEbUX7DcLk88DkdfWsDUtQutJsfF2lQJDug8OSXtu+wDe0s+oMVI77dq59ck96t/GrUn034e6z9mKGc6ZfNGA/wAy7bGYhuPcAfiK1jSqSqxjFb+XRpK+3nv+J+kRwWXrPqVCM4xlOtThFc/vX9hGKSjzWuoyvy21tfXcZou698M3/h25mlN/H4ajNydw81vMa5VW29Rko+36kdq6PRNVn1LVNYsGtXhFhqSQJK68TA20EpYe2ZCv1Q1yvhSxMni3XfEyM6C78MWNorseN0F1qZOM+nm/liuyiNppsl1dztHCJ7gO7u4G4+Wi5+uFx+FTiFUlUcIq7drJK7v5K2v4nica0sqVTMpV5RV5Jtuo4qMmoSf20kklZKy322bmtDJJEksjEEoMoR04z3+tYdtHBD48m23H7yZJ3KYB4CWSnvx0U/8AAqd4M8TTavd6ppd7b+SdPvIoLQvJ81zG1nbTGTGOMPK6d/8AVn6DKkneH4wWxRAU+wX6SE/e3k6VjHttyT9KiNGtGtNSjZ8t1put9NNV56+uhy5TleCpYnOcM6ytySUkqj0bcZK7Urxfw6Xjbr1ZD8NfEsmreMte0iJrrynittUt5JYNqhLgyoI/94fZySOuHU96d42eyN7DpN84wNX0qVJpfuLKbyVkHrzJGAPdwK2/DmnQafqN1d7NkkjOsr7sjYh+XnsPmY49Sa4fx1aT+NfHcegQ3qwJYapoGoiWTAWcRajfSNGDnrttwfxHrXbTfPiW4r3Ul0vql3t1008z7rEYXLMXxziK9Kfs19W1996KNGpDn5b200962tuZvTTqfCPj+DXvH/iTwHJD5E+jXULRMCAZ42hidjjvhm5x0EiZ+9zvxXtzNqtxZNGVijiiaOXePmLFwRj/AICPzrJ8OeD9EsPEt/4wgtgtzf3Ep81n+8HWFeDnkEQIwq3cXlzb63cC2s0Yq9qJXdsZjJcM3/ARzXFVjGVZqEdkt110v07/AHbabHzGIwfDWJzGv9R5Wvq1DmvUfuzVOmpSTdSSSdm09G7313WnFBNGqA3OQAA24ctxikltnkTY1y4OwjcnBGcc/wD16P7QsHkEC3sJdhlVEgyaYdSsDcxsNQiwwKKfNGCxwcfXHP51PJmDmpezd9/g9X/L69Ladlp+O4DDcPRw9SCxMLcs1b27enIlJfxV3T01W99Vep4ZimOkuhuG3DUbz5imCf8ASJe35c98e9T6dYSW13fSG6LC4ug5B7HykX8Pu0aTfo1g1xcyRxg3MwU7xgr5r7T+IANPtr+wzLML2MqTvJZxwNoGfp8p59j6UOGMkp2g7X/l63XXl79OnY9bNHkrx+MTxEFzKF17V6xTh/ftva7a97XW3MLqQmFjcJCrSM0D7VDY528AH3p/k3GQq3XGACdvoc/hxkflUeqXCpZXAilXzI4HYYbleDzgVM95aRkrJdRqdu7mQDjpmsofWVH3YXb/ALt+m9rf15hjcLkyyam3Wgoqck5Kq7t+7dfxOitdNp9LIJIpGYFLllwckADkYPFZ3iu2R/CGpw30hkibT5hKCB8y7GyOe2OKvi8gWZhJPGvCjmQdf8kfnVTxBdW0miX9rDdRiX7FLgcNjgrnb3+YEfhitKccZeK5HZWfw+a68vmRlVLI6XEOGkqsU1Kje9SWr9pDlSSqW6Nrq9PiLgtHEYjF2/AOW4yc55qlobXVxDcxvGYkEiCB1OS6+TEd34EsPwq8t7aOSq3URKjJAkHAx1qjpV9bWekxXN0fJDpGZFkfJX92gxj2JAP504rG1Pd5G5Nqy5dbvXbl1+5l4PDZFhuH8VL2sFTbpqUlVbUUk73bqvlvqt3ra+rRcSOX7Q5MxC5IAznqAc+2ORTjFNwvnnBH3to45pltdWrtJi5QlnxxIDyFGR+GKc95aovmtdRhQMlvMGMetZtYvnUVB30Xw/8A2pz43C8P/XJ+0rQa5dW6skv4cXfSqvJ6aP8A7es0mtZZwmL2RNuc7MAtxSyL++UAn7hGRjjkf5/Ckkv7NY2kF/CoQbmZnBAUck9eOKSW+tY3jbzUw6FlbeOnBJ/LJ/Cqcca0k4O2tvdtrv8Ayq/frp0S3zyihkKr1VGrGTcLyftXayVr61W1r2tvq29m3MdzCiSLKZMSKpViBkF15/AU6a1llypupVyOqkDqen4Y/WmXmqacI1DX0WWlGPnHO1hu/LB+mD6VOLu2JIFwnBIOGHBHX8qb+v0rTdNp/wCDz/w279DN0uGq+W06XtotSdRfxp6Nun1VXoraNu3XuZvi60kn8IarbPunEmnTK0YUZf5D8oHv0rQFvImG+2Px13Ac/pVHxDqWkyeHL+WTUYxF9jlDvGwbA2MTgdzgE49q0Gu7bDZnj+X72XHH1py+vQjyuDTvquTyS2cf8vvKnh8krZDh1GtB2nKz9rK1+SL+L2tttXbVrVbCNGyqGN0UBIGDjg54A/lQkD7y/wBrdgQ3ynHBJ7fSmPqVjHiOW9iR+6mQcHnj/wAdb8qfFe2c5Ihuo2wuTtcHAqZQx0KV+RpPryaW068n43/4PFUjw/LMpRlVg3zt2VWXMn791b2rWnvX9L6aGddRs3i6x3XA3/2dd4IIBxvgHA7jJHPbA9aasKN4jtbi7keO4FtdpEmAVMfmwgnPYnCHHufSpbmXTm8QQXUlxH5lvY3Cs3mj5FLQs2R/wEH8KkjeE6lFcf2jGyrFMCu4ZO9kZcHPQAfjn2rS2KUNYO1v5fV/y+j9Pvf1yWQQwnI60XL2DSbqyd/erJ7VHpq011cbJrpBYxzp4yvTJNuQ6bbFR5YGD5lz/F1PUcdsZ71n+A28TT3utS+IyUkTV5o7deqm3EjGEjnqYymfetS3kDeJriQSxmN7CAIVb5i2+YkenTp9DU8NyFmuDNIFVp1EZc7c/u1PGfxqXKtdrl1aXTz1srffp0PU9rltLJMRhI1IOM8Phfec2nFRqXUlLmvZ3SfvJtJau+vGWN48fxmvrK6ilVWDvBJIPldlhsVG3tx5knT1b0NaYS6tfGlzCxaVJLiBxJLtHl7omXcp9RsAxjo3vXMeOb7U7X4n+Hb8Xpit5fEIs5EK/Mw2SvnPpkIp9mBrXl1Ww1T4kJFNdJtg1JGsisoxKRZgkH1G2QsPdK9H2dVQUktOTXTqtle3Xe1/k0fsGLy3DLFYeTmrvLKiceZu0YOEW7cyb1tee8bv3l17KJ5XhDHJbADBRxk4OffGaS8WSONT5jOPNjGOOMuBn8M5/CsH4V65qGt/C/w/ruu/ub280K0uLyJ5dxjkMEZlGeMkMWGcDmt+e6t5bfdFPE2yRd5LjACt835YP5V506WJp1WuR2Tt8Pquz+XfzPwfOMPkGGzyNBVoKdOrNSvVktuZSetRLlTtb06LfNsYroeO9TaRpwn9k2IVz/qifNus7R2bBGfbbWhqcLPYzrudi8TKijA25B5+oqvBJDD4jvbqZPLRrG3AuHl+RwrTZAHbbuyT/tD0qe61G2ZZbe1uoWljB3qJRmPg4JH1GKShipSUowdkldqOi268umtluu3k+mpLJ4cTYJOpHmjHD2vWabcaS5f+XtndK9tW1dtSY+SCUKpe4ZiGBJwBnOP5daeLZwGD3blWzwOMZ7AjkUj3Nt98TpzjBLjBxyf05p32yyK7lvIyC23PmDrnGPrmk5Y1rSD/APAPn/LofKY7DcPLC0eWrG6Tt++lrpG971drW11776OpcxyC6tQbllDXRCrtGchGJPTvg/nWb4Iv9NvWv00h1zHeMZ2iiAR2GYuMcf8ALInA7Mp71oX99bLc2LfbUVVvW8zJHIMMpH9Dmub+Et/Euk6pNfW62l1Pqs8klh5gYxHug4Ged1dPLip4eTlB30suXz10trZa36b6H6LluByaXB+OaqKScsOtKkt5YuUY816jdubRbRbtG7dk9JdHU/bleSYtN4ftIG+Yj7pn6Y5ydxzg88CrVja3Enh/TBEquUtlPltyP+PdgBn6n8qktTZ3EbskpAbT4M4yMId+Ov1NV7PU4rHwRZXhJCppis+1uVxAW/pWV5tWS69vJn0uO5sRWw0JNe0WIfKm3FN+wmtk1ze7ry66a76mR8FtKvLPwZbvqLsskkTeYG4OTPM5DZ6MN2D/APqqx4f0+w0jwJf2+gizaCCGZU+zOrRyOIlEgOCQMSBwR7HNcz+z546m12yvdHvJpBNZabFKTKwOWe7v4zj1/wBQPzFbEs2leBPhf4nuYxuFraXl7IhYASn7MJn24PTkgkd812V4YhYicbO/NGyto1ffbpffW3kezxLgIx4izSlWqq8sZgW4ptK7lHlu1LR6wUVpzc1mup15eK4itJIZAUkI8poQCoGwnIPpgYBHrWZ4pg1qHzJoGWeyXRb7z4ZH2tJOTGYgCOg2iUe2RVzSZ7NdF06Wa2Fn5dpG/wBmZ8+SPLxtP0zio/GDade+EtSS8LyQGxuFlW3b5ivlurAe/wB4D3rhiq8HFcr5b78vnprb9T8zy2OS4TjegqM1KcZTi17Tmkr1mnaPtGm1pt8Lv7yOe+Hs2p3nw00g6QVSWVbSceYwI+ztdbn6d/K3ADtxXXPBILuKY3DFC52xhR8p2HnP5/mKwPhbaw2fg+ws47MQrFZxxohlLMqq8gXkj2B+pPpXQzXUJuIIFcM7SkEK3KnYx5H4VVedRV6igtNb6X0+529dPXU+j4+p4XEcTqDsrVqzXvuLblCpeyUlzWjvFp9Wlqmub8Kag3iSw1Gfy4xHFrcMcW1g6kxrb5O7+Ihwy59V9q1dSgli0K2gik+VLmz2hADhRNHxknnjv+VcB8L49WsdB8RWD2xgdPHdnLFbxSnMcUq6fLIue4UySKexCn1rvLxLm/8ADdpBZ3sbSrcWRlfO7IWaNn6dyA341tiYVKdZpL3b9ullZ3t669e7O3ifA5Th+KFH2yUVip2XtGrP2VK+nPZ76xtJLtqr0fAUl/eXviI3SvAI/ELiIFR8yeRAQR6jk/iPaofha5RdeR7qSYHxVeiJ5eo+bBUZ7AhgMdq39Oews7q8iBiieW63sN4BcmNefyGPwrnfhxdrq+o6/Mt2Jfsfiq5iKK2BGVjAwfX72fxFRN1J06nNG0bRa0/W2uvmzjoUslx2Iz/EQkkpLD81qjvFrl5VpNqN7aN2bu73vYd41vYtNs3uJtLluRFqpM8C2wY3YWyZyAuOQQNvfkYo+INhqN/oelR6VLvkkvU2Cb5VH+jygZA98HHP6VL8SNWm8N6bB4ijLzC21BrkQRn5pVS1kJjX67T+dc78dfHMHgXwh4e1SaTdIdWWIorkNuayuOwyeuPxIrbDKvUlT5Fq276eXa2ln6dvI+pyHDUsRHh90mpfv5RptzbUpqi0lrJc2ivvLm1X2U1v+L7+7b4meGdA+zS+Qbe9v/tEaZEckfk24Qnpki8JGf8Anm3pU+oa0I/G62jBwkWk3k02wbmOw2hwB9HPvxVfx14n0zSNf0WBrtTNqOr29hER/wAstxlmb/vr7LtPpjNVNYae08aymW/S0Wbw7qDfaGbiF1WyBYg4zgHP/AainTnyQTVmovpre6vpbs/1OLLsFlmLyDC1K0opSw0lGSlJc18TCTatK796Vrq7bVrv4TH+HmvQeMfg3qHjnxNLb2n9r6hK1+uoRhI4HjZLQiQOcAKYOc+ldjNYQHR9VsrPUEUNb3JdgoIUvJOSTj0bcPwPeuX1m5tP+EF8U+H7Lw/9raw8SLGbRnH+kPK9vdE4xjA+0AnOeFOeta9i50+XxDc3GqxQQtYyNHMSCIitxelm2+wIz6lTWlTnblKKtrorX09zy6J7+X3d+dYbC4j63WhNU08XCcYcytfmwHs1ZSbVoyilGy5kl7rcmn0WhWzw2MyM6HdeXDLsIIAMzkdP85zWb4i1nT9MvYba81BQ5vrRFV5FBZ5GZFABPcgdKu+HL2N9KuJ5VEIiv7sPlgcKJ5PmPpkYb6MK5XxSLbUviBbjUBE9tHf2AsHVMt9qH2hiCR2CqCD61z4enUlWm5p2XW3Wysr27a2vtrrufN8JYXAV+OcVGpNKSpVJW5rt6xv7vM18V7vdPnjpblKeqX39salrem6locV3Ha+N4beBblchv+JTbyeYoPcO7dPQmur+I8NxJ4TmaCSQ4urZ2WMfMyC4jLKMYJJUEY75rhfjl8S9F+Dfhm88dapZpNEni+FXIOMu9mgVs9iMKPoteg+MtWOlaE1zbkPKLu1URk54a4jT8Bz17VrONW9KcY6Xf4ct+mm/luepmeGpQhw/W0t7ZKnzVJe/JLCXS97XRJ6xd73d9Lx+N9Wj8OeHbrXLiRpPKjIt7dFGZHI+VFH8Tk8AdyQMZrE0LT9NHxF06+dwLu28GxxLGCCBE8q7sDOQN0ac45x144p/Ge+ur3wDo8L3EKXcuv6U1xbB/vMJ45GTPUfdJz6A07wm9p/wsrR3ZczT+AI8EufuiZCRj3Lj9apQqwwt5KztNbW0Sil0W+rv13uzLJspy/CcA1JxqXTnjuZqba9x0IyXNz6K91urPpE0tN17StZ8O3l1Y3CS2cvhqG6WWNgyOkgnOQc85xmnfBVNS/4VrYf2hFLDMJLkFJkwcfaJNpxgdVwR7GuT+AmvWPiX4RRG20420kHhaK1ktjJkgQy3luOw4JhYj647V3fga8U+FzNOxVYbm7Ql2HyqlxKo6dBhePYVOJhOCnTirvnS2v3XzvdHVx3gsswmV5nhqz5VDE0m25tOLjRr6q01q4uUtOiuk3qtdoZftDsszKrIgAAHGCxOPr0rE8e6be3thpltDeyK66/ZSlk43Kk6OwbnoVVhjuTW2HW3RnmfYiplnd8c5PX061keLtSszJpscU6SONWhLhJR8ijOWb2GR+JFc+FjiZyXJFuK6qN+j62dt116rvr+bYaOU4fjDBy9vH2kVKK/eNNpUsR9lzs9pK72t7zfKrTQxyLZaNbSTEOCqs2/BLC3f8+/H49q1o0dTlpC34VmTmC3/sy4eZVVrkMWd+Cfs7jqfYVpR3EE4/czI2RkbWzxWNVVnTuo+7d626372/U58/o5Ss7o1JTSneq0vaWb/fVLvl5/5pNLS/u26WWVosTjXdYZXba9xHtLHIB8pM4Hpn9Qaw/i98RZfh9pOoatFCpmtPCWqajBub7z2/2cKu3+LLSgfXA710Gj/urvUJ57lPLe7DJg8AFFOc+4Iqp4x8JWPihZYtQtFkSTS7q2JPJCyNCcD8Y1P/ARW0eWOJj7Ve7p07KN1/mfa4KtkGM47jUxMozhGlh1L3ndrkpNLl5knzRe6Vmm09Xcgs4ddex0S9siqhbeJr+KMgqyfZZ8IPYSNH+VWtQ1W6j8U6VoMOms8Fyt3cTXKrlIjHtAUn1YyEj/AHT6VW0rWZY/CVlf2MqzvLZWK/J0O9wrN+RJP0q9qt1bab9iuru4GU1LywQf+em5QD6feB/CrnGp7V3jrqlpr1/V6dyqiwsozhV5HeWIpxtOXxOGIle/Nd8ibau9FzbKOl8+czNbLMRsjUmR0zuJyPp2z+IqTZIFVPOOR/GQPm9qrC8to9QkuZbqNYnt4fLcuMMS0h/wqz59vtWUzrg8A7utc81ikl7jtf8Al663Xw9Nbrp2VtPyPF0Mgp4mSjVjzOjDT2klZOMWnpNWT0d31eraeuPqLWx8NWkt5dSRq1xYHejclvPi2rx2LYB9Qxq3dSk6/a2QlYPJZXDq4YcAPCOnf7w57fjVa6nij8PWkgiSZRNZxlVfIDedGvX1B5/Cp7uONvE9jfNGpEdjcr5xbhQXg4/HaD/wGrftIz21vLp16K1vw69mfoWLw2WYmk+aouRrG/8ALzTVWkl7/SyT192/uuK0Oals7sXF9CumRGR9Jhf7WzfKuxYzHGT6l/OYemM9+dHWHu4PidoqfOtvJpV7G8u4cy7omRcepVZD/wABNcKnxG0LUNX1HwvNaXw1HTvDlu8gaX90IrmK2GSePnVgPTo3PPHo2r3FpL4m0u3aNH8xnlicc4xFIN2e33v1rtrRq05LmWln/wCk/P7vwP1PiDCSw2MpRxkbc2HxK3s+R0lzSXv6pLleyt0a1bxNW8S6dZxQwavcxYuNeS2tzK6/vZBdTnaAepCxnj2PTHGt4ZklfW/EuYVi8jW48suP33+gWhyfTrt5/uiueudG0zXLCOXVoljNh4pe4tW3ZxJ9uuYwwHqVdh+PtW/odxENT8URGYBm1ZPLBlBLZsbXGB2/z61nUjJwXIrvrpfrHyfRu/bytp8vxlhcojktClKXKnyLWbS1r4Xls1NXb66vV8vkUtG2T3tiUnbdJNxIgwu7/Tc8Bsbhzn8Pw1tMDNq11bG62loc7t/zczzdOeMcAH3rkPBd1cW17o8up2wVprxi8xfcFJ/tRyM+o4G/+Ld2rqtL1WyHiW9glvELRWivxgBQbidev1XH4VVZVudqKv2sr639Hfppr6anPxdhcLh8TmnNJN/V583vPSKrT1aT92KV/eXK9LJ2Vi9Alu19OkF4UlNlDuTgNEmZdpx253Dn+6fSs7XTbLrsX2f7O9z50CS/aCPkG2cxlAT97dxxztz6Umgad/Zev3GrzXZW1fQ9PtEWaUFleJ7ktuPc4lXP0rF12zgfx6+qTxs6yX+mC2milwIvLW5Ys3+yQzr77vpUUYVVVvZ2X93Rvtsr9Lq/XbXXxMjwOV4riXFwp4rVYWV7TblZ+1i24udko3bvvdX5mkkVvjV4p1Lwnq2iyaVZ+bPNdRxmYICyW731lHKgHUgh8n/dHfFdRbXMuqaRoupmKNhcPDKqDgRhoG6Y+v61ieP7C11zxhpbmZvKi0jUUZ4nHyyb7dl49Q0WR7itdLy30zT9D0uxmEhN1DbBYpB+7CwMSDjttQnmtJxn9Vh7nvK99PW19NNvK97ddfdnTwFLhnh2NJr2qnXldzfv3p4qTV+b37csrRV+Xsumb4KS4sbDUDqN/ERd6zMLe2jnUGBjF9zcDyThn9fnHYVteDopv+Easo45nHl2ECYlUlt3kryTnnqPxB5rhn8UQj4bnxNLpcvmaZqd1eQW6TBpLlY45d8hAHQEvgc52LzzXceDr2yuNO8y1uchvKO1sAD/AEeI4A9Mfrn0qsXDEQhKfL1/l0srWe3Vdeuuu5n4g5ZhamV4qdWolzYuopfvLJTgqMeW6mraSTcXdptaN3Ob1K5srX4ga1LdW8iGK3glR0XG8G0uc5PYAIefXFfdnw4GPh5oIznGi2vP/bFa/P3XvFuln47J4b+0lpJAbe9VThF22E0wV+PnOJQcDjDJ1Oa/QP4ckN8PdBIOQdGtcEf9clr+ivo6xlHOcbfrQp/+nGa8cUHQhlzn8UsPTe72UVFaPva92uvY2a/I/wDa1/Zp+NfxK+Evj79nv9i74Z/tE6R8SfGXizxw3j7w/wDEHVNVfwRf6TqX9r3M/lTv5ejMl1cXEDWps/8AS42nRbkGNJ1P64UV/WB8GfKP7P8Ar2t/tJft7p+0/wCG/gz468HeFfDXwUfwteHx74Mu9BnvdUu9Tt7s20UF3HHJMlpHaMrTorQM15iKSQBiM7/gpH4I8RJ8YvgP47m+LXiGbS5fi1PbReC5LbThpkEv/CIeJD9qSRbQXhlwGXDXLRYdv3eQpX6/r5d/4KYMy63+z2FPB+N9wG+n/CG+J/64r5PjxSlwPmaTs/q9b/0hmGJlGNCTkk12ez1Wj+9HgOm/DhLz4napbNGxsFDwuhJPzGx05cE5yceTEfzz1Ndv4q8O2niLVNP067G61VZBcQK5XzF25C5BB4YI3H9we9eUah488Q+Htb0/xVezObG6h066vRHH88pkis0kxkgdCBj/AGz6iuy+NHifXvD0mlz6OyNdW3+mSRckSKhWJlABDHLXCHHT5OfQ/wAWy4e4rq5tgqEa1p1MTWpU5czSWIpyjCcua+j5nB82lk02+3TnWJyihR9rWoxcY8O0qjVk70FQq+5JNO7V5Le3M1ZdTcX4Z+D7LxC2tRaCXdw0hZrmRt0hOehbB6sefU+tec+KtN1TS/EKaPY6OtvAZtet4GgVi/kDTYWjkzktuDoqggg8CsHxx8Y/G2laj4mkj1KYQ6d4i+zwfu/uoJJ2wD9EH4e1bFh4j1+70/R9Vldro6pdaqXWFd7wx/Y0PPPB81M89n5619v4heHnHnC+SZdmWeY329Ovy04e/OXK1h6VZaSdk1TrxTtbVNbWPhfowZ1klTiLiCjgMvVFU4Ju6guZe3qRcbwV9HGMrSTVna3Nc9D8V+GovC3gm8k8GWbW94wCx+bM0uPNkhVyd5P8KDA/2eK1pBrUwUkhgLslhtH3FucqfxUda8esvHHi34ieD7pDqDhn1TDkxgKFS70s9cdkkk/SvaINSiF+tnCyFv3rP8w4Akx6/Wvz3xE4az/hPiOpl+c1VWxMdZO7lutnKWuh954GY3A5n4WUsTl+DjTg6te0ZRitI06Ku+SyjfmSSVnfXXc811DT7Xw/+0bosdlorxQXz/YBIxYq4WyNwDk9wbRO/Oz6112mafb62Hh199y3V+sLwxOyAyR27gkFSCMgduwFctotydW13Q/G99dPJcLFpcjRBh8zywrbs+ByMfbGz2+U+mDp6nrN9ZeDpfEPh6UsZ4EGmRAB2Q/ZJXTG3qdrIOM8g9qxrZNnMc8o4J1OWs60qKm5NWqwr+zlLmeqtNqTlZOyvq9vsc1zPJ5+H9bEOgnCnlGDc4JLWHsMTUjTW6+C6trGystPdKfxQ8PavqRu9JuXhNslnpkdjGyjl4r63d3Y9cMdi4zj5OnWofC3hXwy3hfSbrS7JZLqO7MK3CyMcH7K0hzzgkEEg9u1N8T6nrfiTxBqNjrMKQ6SNHjaxZAVkaJHsJpHySVIzMy5HA8v2JNGw8Yahb6doVnpF7FMkqaikrIyvh4bWJd2VOM7yx+jdB28/LKOOrU506E+VqE5Ss2k4xhzSi7b3SV09LrXY/Us3pYmORZdCcIyksZhHprGMpRrpTb195Ntu1mm5JM77xt4V0+HTtX8QabpBa/vrVbeeRXY7kJRW+XOPlVQenY+9clqMMOjWunappzStd3XiG8iu713LEmGS4jVsfdUjA6AZ755qXxD8Q9bl+J3iPwaY/tFrZ6ZbtHAqfwySWwc5HtK5z7e1cBoN74j8KWOoeGdb14GK2uzaxA7V8xrgzwMwzjdiQM2fQY6jFfW4jhTifB4eo8didY4LDYjlcpPnw9V01Sp678inCXL8MeXTZH4h4N4zLsZl+CVPCxjzZzjKdnFJ+0WFxLqVdE9JWcVs5KXvO90vaNatXT4kaKtt8sc0V7cXIzy0oS3hB9hsY8dOAetN0/wn4Y1zxLda1daWrXdpqCeYySuNsgSGSMkAgEjg9PSuQ0218Vt4k8I67rqyyvoOl3P2y2tYSZHdrCxLIqkZJMhkwCc84qx4n+It34a+LEfhfTH2tqGqaZ9qwoIO/zon78ErHH+C5rz+GeGeKc1zephcprWrRw9STkpuP7uFJTmrp81vZNJq1vs3Z8v4gYjI8v8OsLDEUY1IqdGNoxTSlHN8ZShLlfutOpHmvq/eXqYKeKPsvwDl1PTUjA1LWbDT9JiRU/dpPcQiNMYIJQS9evynBBwa7rwvpPh7xclvdJZSPb6DM9tpu+ZgYpra7uIHyQfnG6BPvZ+77muW0XRtE+Ifw/8K+K9MLQ2sHjaDVfJDrlSDJEEOMj7zKTz+Paqtv4g1LwZH8PrfS72TZrwS41KPhmd7m7ikdz6Za4l/M9cVvwnkGe8QV50srr+yqKVbrKPwYWvVkrrvRp1YefO09Gz77xyzDI8FgsSsVhPaTda9movX6/l1JL3usbQnfybveSPTNUaZl1NbZvnMoVE2jncsS49/un8/pWVoHwc8F6VaWrXWhtJeJBGJLhruX5pFjwWI3Y65qTX9Q1OV9FYfKr6mn9okD/lmbCds+37zb144FeQeKfjD420nxb4lsk1dlj0/UJzABEOU+0vGi5xzgE/98ivb8IOA+M+OsVjcNw7jPq8qcIOfvzjzxnVVKMbw1klNptPSzv3Pxf6ROZZdwzwZk1DMMHHExdaatywdp06NOndKaslKLuraq6d2tD234fzTyWuo20gCiDVXSJQOAmxG/XJP415v468G+G9W/Z/1CfUNPZtdk8Hpbz3DzOjPL9jiUKRkA53qDxjnmvR/A9vixnvJLgGVdQuS77hgq8oYf8AjoVfwNeXa/q2s+GbTRbXW9TB0PUtKhtzIAo2yC0iVW3sAoJdSQM84r5XgzLsXmOPx0MHifZTjQqTa5pQ9oqceedLT4+aEXLldlK2uyv+n8f4z6rxfldaeFVRf21goL3VJxlyRtUXMvd969mryXzOu8JaTL4i8c63f+LtMLNY6pHLpcYZlEeLqZFlwCM7liiJzkHZ05OepubeLThfLFH+6lt1CwM2QWMkzPjvzuzjpjpXk/jH4t634f8Ai/p1nKot1ubsWt4qLzLCuoyRR9TxlTweMlj7ASXVpr+v3/h3X4rwfaxqE6XqSHny0Oo28PGM/enHXGdnHofVzfgriLCcEZfnmLrr6pXX7qHNJ2tUqxklFu0ffpSk7fzp7tnDw5PLs++kLjcqq0FQnHCUKspWjaXJhsDJXkrSeijFybunG21reh+Fr/TL21l1vUNGS3fQkEaOmQUD2VvM/GcZw+36KKf44tdPbwprGrQwtITbytNEXO2XAjU5GfSILxjv61z1p45vL3XvDVgEmT+27aa41SJkXb5g02Fwq+gG4cHv7Yq74r1jz7fWNb04ssuh289hBH8uJWl+zSq3vnZjt1PB6j5nG5LnOEweGxVWTdOrSVSPvNqNP6zUpJNN9a0JtJaK/Nuz0eEoZXW8Q8V7Kh7OvTx7hfS0pfVaMpK6195SaUr3aj2UbU/hRGPiN8PdPn8eaYru9ja31yseYs3MiymRvkxj73QcV0niTQrFZ9RupNOjH26fTjLMx5Z1nAXr024UjHc5615r8QfE+pfDzwh/b+iyTRzav4kijnZQCBstZo/wXFso+v146zxlJrl9P4oV7w+TFqukWtggH3H8yCRj9Mypn/8AVXsY7hrPqPCOFzmVb/ZK06yhDmlaLp1qEJ2jsr1KkJeajd6pF4mpl1X6RWNwlGlGjOUcLJVEk73pyfLve0IwlBX0W60dls+NPCehtDqmu2+nbb++sJoJbhpmxj7OwU7c4/hA6VDotnqGq2VpJDGsdzbWLmzuiSfKuN0kTs2c7vvZwcjPOPTi/E/i3Xrn4v8AibQ7nUZF03TdFdljUAL5j2ZYcnjON5/A9s1e0fTvFEMWlaVql2ksF9pRs76eMH903+mGR89ArN5WCe649iZ7w5neU4zCYfF4pTqVMLRrRblJ8lKphp1IU7vblpJx5Vp76itGdHAX1Kv4b4tvDxhFZhXhKLXMpTWIoRdTl0U+aTjKSesuVt+89O51vwZ4c8V3a3eu6O0s6qUWVZpEwis4A+Vh/eJ/4FVHQ/B2hy68upDTZBPpPlWtrK875WJYFAGM4Y/O4JPJB+lch8UfHfijSfihoHhnR7toIbqePzmVM7t108ZB9gNv9awPhj4j8S6X438NeEbvUJXj1QTapceUo5a6lurvBOOByqn2BAPOa+9y7w88QKnCODxlLMOXD1sJia8Ie0m+SlSp1Pax5b2XPCDXKmk72a7/AMvZ3mHDP9vcSR/s9OrSxWCptqNNc7niYcsk9/3bcXeSbaatZmt8NPEetapZ2V3FNtigvtKiuYViAKpJaEMueuP30f0/Hn0Gf4beEZL661GTRWL3auLpvtUnz5mWXpu4+YZ4xjp0ql4Ggsp9Ei8RaXblTqGiW8/klgxVvLGwHHfChffbXkl78YvGqN44t9Q1CURWFrNLbI8f3F+2QgAZ64SUr6celeN4ZcE8W8c4vGxyDFrDukqPtFzyi5Rq4ilSjZRtfknOMtfVao/XPpSZ7kU89wqqYBVZQ9okuWDtKVOrPXnjr/ClBtapSu9D2Y/DvwubA6CLCT7J57XAgN5KT5uAu4Nu3AYyMZwd3SotX8F+FNLGpapb2BS9uo7iWMiZnaSQxSbtqsSCcO/y4xyOOBjzOy+JPi6f4P33i06wwul8QLbBTCvK+WjHHGckuCTzwgwBznofDXivXPFknxD8P6hcsyWstxa2jFeUB+1gY/4Cqj8PfNe7xH4deImSZTmeLxeYudLCzlCtFVJ3lL2mGhJ+8rSTnWpt3+JRfU/DuBs/yDFcVZHHD5cqc5vDcsnGm1GM5VpRVoWldQi0rP3W1f3VY2PCnhjT9d1+81fW9IfzNO1EtYnznwsgfLSYBAJJCnb0A6Dnnf0S00/WtXuL/ULcPfaTqUqJKjldnmRowBAIBPlPGOQeme9eTz+IfEfgb4k6R4Zi16O5gvdejSRrYhh5RaNQjH1+Zvxz6V1rweIdC+JGjwG6kRdc8RajLqLRA7JBHbJ5CnPT91boPqDjivjavCPEdXBZbWeMUaeJwuLq0fel7lKg63toJdPaunP3VpJyXNfU/orxAx2TUs54qbwkako4jKoXsk6rqQw/LPXW1KNm+Zcy5Y8q2ZX0rSLDxJ8QPEfhzxPpqtbRolxp8W9kDSyz3cbsCpBOVRcgkgHPTHHRf2f4c8Ua1e+FtdVrsIIrlYldkCiT7SgOVIPSORcdK4H4r6/qvw3s7rxVa3Yjur3xGsPygHbGDMVOD0DEjB7kEfXX+Lup6l4b8N2us+E45ReXuuQ2e6BNzSYFywUY6/O3Ar0+H+DOKM2o5DLC4p0o42tiKdCXPKKpVKKj7Saaa5E1Ztppuzu0kbeKGcZXh5cX1J4RVFSwGWKXuxarK3wvmV5ONpJXXXS5d8KfDbRbiOSDVYFuLbUZQbi2V2AHlwpHGwIOQTEsQOMZ2iuh8X6Rpx+w6FcW0rWTWwtWgRyCUMsKfe+9wDjIIPPNea3tz4i8IeAdQ8daHfRxT3508rBD8xYLKsOQOc5jaPOD2/PrfFmr63J8JbTxEt+q3J8MrP5rY3GUxxtuGevIJx64rwsNw3n+IynLsfDFJUK2Nlh6ceaS5KyjQbq8q0VlUprmXvPk8kj7HjPGYWHjDjqNaEZ1IZXVk52S5qf+1RdLZt8sk9/dak3vcs+ELa1n8Z3do9uCo0qLKEgqx+0XYbj0Jz+C1R0C2t0+JD+GJhNcWQ8OXMBjmctmNtQdFjyTnCoNoOckD2rnNe1HXNE0248TeDtZE096tpBarAyyOm3UmCAhQcny58Ec5Oe1QeFPGGu3KXettdRrJD8O/tallw/nxXVyWIGeeqg+4xxSwnCecYnIcLmdCulCvifq8I8zUo1UqNqjXRXqxipLVNNX0R6nFeKwEOOM6wuJo8yWT87k1vFVMRenZxcruUNU3yO61PStW+HnhHWrG2a60mZzDYw2sLC5kUiIMPlOGH4nr71LBoemXHhSPRZ4lkhgvZoYYwT8kZlkj2ZznPlMyZznnOc814x8Uviv4t0S48Pw2V/OGuvDtleSkJlTIWb+uc/Q+legabd6uPhLe6zZT3Ed5dM10XCD/WNbLKzYxkDg/jX3vF3hxx5w/kmR43H4/mpYuvUjRXtJv2c1UqQct9FpJ3jZ2vouY/krgDM+HcRiOJXLBRpOjRw8m5Rpv2qvy2el+qtzLov5U30Gv6Tp2pahq+rpaq9xB4eKWrEnKFjchuOhzjHI9fWsb4w6Tp2o6totvDaDz7y7vNLlk3NjyW0q9k2gZx9/ZzjNUtW8XXMHi2DRoJWWK5ttZWZmIwpjluSpODjHyNjP8+ateIbnUL/9pHSNEmutlrZ6JJfwp2MmJYD174lb8F9q/Ocv4czyph41VXah9Rr4lLmf8GlPknT3+1N35dnq2up+9fXsuwfGSTwq9pRx2Hgptq/M8HGaqJ8vM5KDgm/iW+ysVPCGpRal8K/+Fk39sZbqy8Ly3cLJKyKSftRbhSOo79sgjB5rv9U0vRNehe21ewEy2s8bMoYgb1UMuQMZA3ng8c8iuE0TX30vTPCPhC0SRGvdNuY7uEIrRKsMEuQ+eVy+PyIqz8Wdevfh9ouoeI9KvCZL3XR5qnBCZ09YwMcY5jRue598VeUcNcR5rn+VYLC1XGpi+b6u+aUXFe1rQsmneKc4VGrd721u/m/GLH5FQw/E+LqYb/d6y5k1GSqe7h18LVrqM6fxb2tF2szqtL8J6RbJp+tPZmXULTT1iiumkP8AcxyM4OcnnHesuz0eC58fwXmpW26dhdXEDLIR5Z8myjY8evPHvWG/jvVIfiv4T8OQTsljqGg/aZItoxnyp26/8BX8qsal4hv4/iRpGm2VyPLu/EEyTuxH3F0+B9pI7kkf5xWeO4Z4hwk8vdevf6zhJV6T5pPkpL637n93WhV92OnvebPQ4Xr08xwPE8YYZU3HGSpzlaN5SvTTls1K3NH4vebjZWXLbr5dD0rU7K5tGDPFdRXMU2HILCRsOMjp0rln8D+GY/GWy4tMxyRWyRxmVvn8sX8YTr/DHKR+GTzzWtrN5JoHhnWLy3uF+029jf3EG3BIKAHOPY4rlItZuNa8Dnxyt2UnsbWe/VZGXmQWd3G2BjpvZmx259xXJkmUZ3jMsjUw9dqlPE06MVdr99ONNxlZaaRlH3t1ay2R7maYvL8l4wxntIyqyWW1XztRf7qMMQlG71fO9Hpyvmd2dtp+i6JfwRaVLBvfRrqIRBZnHlMqoV5By2FwOc5xznmkvWstX1a+0VowxAhjuQrld0UiuCDg+gbkYNeK6Br/AI38PfECDxfb3xn0/wATaxpFrKETf5bPHaO4PGFy9xL3JG3259L8cxeILbV9V17QblfPtUtHSFlJDrGlw7DA5O7eB2+7+NdObcOZ/l+Lwnt8Rd1qleFN8z9ypTxUKVVu/wAKdeSlfy5nqiMDlnDOCxmZSpU1yPAYKtJtLVTwSqODilryQXs7PS7VvdsaenfC7whplzHdw+H2SWG4WVZVvJT84cFTgtzjjrxVibwN4Wa0XTZtFUQ3Dg+WJ3yxjTbHznIwgPHTPucnxLwV8YPG+qeJ9D0nUdYmdb/WYY7iNo8ZUSxqfwI4+oNdNrXxA8T6d8PvPhu5Bc21xBAz+XnKvpolYjPYuMj61+58R+D3itlee4XB4zNeetVlFRaq1bJOpKmpXbukqsel9LNW3X8O5DxXwasvxNRZWowVKsrONFttQg3tFKzi7KTe921JaHolv4K0O78NWvh7VNMkmt7a4OyI3L8FWkUHIIJ4PfrnJzVXTvhr4Lt7hLRPDhAtLGSCELcPtRZPM8xB82cnzJDk84l4PpwXjr4g+I9N+D+ga8l9KuoNPZtcuOrK4ucZ75zGCfpXPeEvil4wW/sy9/MHGg6nNdNJ83mOgu5UbnpjCDtwuOmKw4f8J/EnMOGK2YYXNOSDrYqHIqlWKdSlJ+0mlGVrTWztdqSufWcR51kUOJcXTqZfGfLHDPm/dN8snTio+9FNuL+Wumkj3i18N6LDqGrXFrZFJ9RVftbmQ4kG0qMc8d+mD+lZsnws8C3FjDbT+HWdYoSkYa6kyAZDLgndn7xPX1x0rnrvx5q9t8VfEPhzewghGmJC/l8IHlgRxn3E5P4fnwup/GvxTZ6ZB/xMpmkTQZbhZFT5TImqi3599h4HoCe1fP8ADHhX4n5ti6U8uxzpyq08LNNVaibjPDxdNNxd/cjJQs37qukuU1znibhr+yauEqYFVvYVMRzRcaejdeznaateo9X1bSb952PYPEXgHwrr86vqWitI5kZ94uJEO4xrHk7WH8KIP+A+5y/WPC2hytd6pb2J+2vpskaOZW4BkaXpnH+s5/DA44rz34wfEfxL4d8UCz0q8IT+1JrYKIwwC/ZrF8f99SP+Zpbjxd4oj8SNpNtfyBbS1lKx7AfMA1s2wDcZ/wBUuOMetYUPDbjyvwvhMdPMOWjOhUqRi6lTSn7jnFrom3Ti0tHo3ojqwnEGT4Xj32FPARlKnWwacnGmrv2ijCWq6e89dVstWmu7tPhv4L01Et4fDwjRI5Ej8uV/uMJcrnOcFZGH5f3Vw638HaRqHh6Cz1DTWdTAQwjnZSd7pJJgg8Auitwe2OnFeKj44+JDNbX5vbmcweEdTup4LeIM7zRrdOihe7lUiAU9eMdeei8afGXWvCfgODUYJZvNur3UIEkEYbaYryNVJ9AIw4r6DNfBnxbo8Q4LAzxjqYqvOKi3UqaSbr63k7rSjOV9bpq2+vFk3EPDdTgTMsQsAoUVOmmoxo3k5KKjCysrtytqkvdersejP8P/AAzLM9/DpDq7xzIsi3Mn+rkV9/G7HzFic44yP7oxND4B8KwaRJpX9jH7O0PlPGbhzmMStJtB3Z+8xPXngdAK8x1fx54y0y8tL6DU3NuvhzXpbpI4sqn2Z5vKY+nRVGeu0/i63+LuvN8PJL5r5vtw0WG7iOAN3/Ezkhk47/KEH/665Z+FXibXwdCeHzHnhKrTirVKt4ScqijzbW5OTmutlLmWlzy63EnDLr1MRXy9LmpNt8tLldqVJ8uzs5Kys97KLaurdyPgz4AkjFs/ho7EkDL/AKZN0xjk7/UfyrXu/A+g3UloBYkRwWwtyglYboRFLGqHnsJX568+wx8/X3xt8dWwh1KLVZZFnj+Z2hHAUo+OABwZCPov1z6RfeNfEdv4btLv7a6y/wDCJ2t4zKuMStYag7H/AL6hQ/gK9PjHwk8W8olgZ4/Nfae2nUjD97VlyzUaaqO0ndayir76X6I5OCuJuE8Rh8bLDZZyRUY83u0ryjzTstF3i1Z9+qudTP8ADDwTFBGU0KQLHmJB9rlyqu7bwPm7l3JPX5vpixe+BvDgDQR6OSby8knusXEg3bijOeG4z5acDjjtk15Do3xS8TXGp6boF1qu3dbXNzdTTIABJE904cdAD8q9scVZ0f4weKtR8NJqsl0y3WoajcQWuyIlYiH0/AwTnbtaUcZPzfU1WM8HPFvDYlzq5i5pOnZurV19pLEcj1d7R9jVqvW6STtdmMuL+CqnDlB/2eoJ+3l8NLo8Ne3u/bvGCVu6bskenQfDfwlZ6NeRaRoKwpPEskamaTl1V9jctkYDnj3qPUPhR4Hv9Y+3XXhpmkmlaZ5ReSglw2ckBscluPx6cV538E/iBr3i+y1LSdZ1qeNhd2Nvby8KFLJMWUZ4wRFjGO9c94m+M3j+01mbQ7TWJNqXsjRyCPqm8FcHHTC/rXZgPBzxcq8d5hlFDNuXEUIpzm6tZXpyimmpXvK3u8yfXpqgzbi7g2hwVgI1ssTTqTnyKND3WoJu/u2Scb2a1tKK2Vj2q8+F3gnULyTVtS0Bprl7mRy63kvVmJyBuwM56e5p3hv4f+EtEtJhpehuPtNlJEd91I++JzkodzHGTXlHxR+MvjDw94nnsNPu9qMLwBfK42/aZ7dWGO4EakH1H1FaPwo+I/ijVfDOo63e6u8rnRtQnhQoPkMS27RsOP8Apsw9PlrizDwm8WsN4f083xOZt4ar7Hkh7aq9JOCjHlTtFRdn2stNUjDDcRcMS4u9lSyzlmpVU58tG7dq0nLmavJyjzWe+t9U2egp8OvC8XieXUxozD7Rbztc/v3Id3LAt14O2WQcY+/7DENv8NPC90okj0uRrdlVXT7VIDIYiFiPDfwpuHvnnJ5rzex+J+uWHjbXdHs7ySRLY37wTSnediWk7DknnLQxH0+XjGaXUvir4z0Pw5a6iGlbbPZJFuhOGM9hLKwPrgqh9jj1rlh4V+Kc8wp0aGYvnm6Ki3VqRupUIVIXTldNRcVu+VR/u6fbx4l4YXCqqV8vXLLDVHZRpS09rjL62SaajOSdldvpfX1rRvDGlaPqyW1rGyQ2kcb21uZmPlSH7QGfJOTlXIwcgYGOlYmh6p4e+Iuq+JfDMtq00OkakLchJWXDeS0Z6EHjDLjpxWX8LfFmsaxp/h3XtQ1AvJrV88E6kDP7tdRf8M+Wo4/u1jfE+XU/hL4d1zXPDdyVa+8VmXbCu9lElo8rggj/AJ6Fm9s1+e4bgjiut4lUOH3iv9tqVp0oVHKVlVp1qkJy5t1ecJa7u93ufr9HMsgXg9m2Kq4JNLAYJwp8sPhlOn7u3LeMWk9Ur7bJlbxPBq+r/Gg6PdiOaNPFIUpuKn7I1jAJeQQQQsy89cgd+ur4d8PaLZ/EfVvCZ04x2VvqUB0uN2JHz2cXmoHOWbKl8gk4DcYzzm+I/A99B8T9Y1i11mJCyXd1EWflWkl08beBnpasPXDDv0h8Eyx+MXtfiVqLyG4Gk6dLsXCubhHuYtwHplW49B7ceLgsszevwm8dQrNUI16VJxTaSrTpOdOdrpXSjOKlutUmkz+mM9zDJqPFtDDVqUW1kOIanGKT5VUpOVNJpu0kttY78yeh63F4d0e30GXQfsKw2TsyLCrEYSXG8Ag5GS7gEYxnjGKx4/hR4Kt7qe+g8PNHK0E0a7bqTo8YQj73XDOMj+8afD4kubPwjrviaKIyNBeXrRRBckeQ3lDjuf3RP4/gPI7H4z+MdW8c6gFv5YrNLbUVgikjx0inkj/EHA49AOcV9x4a+H/iXxJh81nleNdGnh7OterNc8n7N8tov3m4tXbT0T1P4b8V8+4OyvOcDVr4KM5ydSSahTTirJN3kua6nJ6Xd23Lqz2F/h/4dubwWFxBI9vbWYSCzFy+2Lc5ZmznJ3YHXsvvVi78IaNp0mq61p2n+VdXlnMskwmYly2WPBOBzg8dK4PwT4t1nxbpWh+II9SIuNR0jN5N6hL4LEOOhZfOA9ecdDi94Q8V+IfE3xX1nwxql4fsVpbXoUKuML9qCKM9Cdqjr2NcGZcFcc4XC5nSxGYXjg6dZ14c83dQxPsppLaTnWXNZ67SlrY7ss4i4Xhxzk045fac54BQbjSTi/qfMk/d+xCLgmt3ZKy1XUaf8NfBljaqlroDQRLHcIIxcybv3qKjnIbPzKijrkYyMGoofhb4I0/U49Tg0KVXSaKRG+1ysVcNweX6Zxx04968wtPiN42SxtLyW+n2xW+uIsTxncfs1lGyEg9SGDe/zGsv4ffGjx74l8d6RZX2oTfZ5tQjSRWhwGXzQp/XP51+mUfBjxeq4LMcfDOL06MKkqv76reSSry5d25NqnLdv47aq5+U47ifg+eEy6X9mRfP7Oz5aNoP9ytVZWa5ldRWvKnvoeuaj4B8K6lcWTNpchju7kQXQa4ky8UUMgRPvfLgxpyME7ec5Oc/w14Ktp9Q1DxD4gldrixIERhkKrHOkkzyTgKQCzlhkEfwCvPNe+L/AI10+5uZRqD7ItAs50yvAla3iDkds5lY4+vpWxeaz418L6hYW0V4iS3PioWV/sVijyyQWfzc84JErc4OGOB6fE5n4beIGAzTCYXEZgnKvGs6T9pN2UMNOtON3qnKlB0rL4tnoz+kOEeJMgreHma1KWXRjFVcBCcOWleXPmkIqV0rWhO1TVNxbVtVrveCfFerXYubTWblpo38HaHeBnUDdJMt0rngDqYQeOOa6bQdA0yPw0mp31uft19pcP2+RpCRI627Ank4AwzdKnspbDS9IhkgtQqrpNqAMjCxru4yT2DH864X4f8Ai3W5dR1vT764M9jalrCzk2jBZIZ5W2t/FgIoIzxuHABr8rynJ8xzPJcyx2Gqezp4eFOVRXa9pGdaNOMUtpe+lLlf8ra+HT9y4vzPAZlxRkeHWFSlPGV+WVl7kqODnJy2vFuDUdN72vazLXw1+FHhXTpo9RvoxeXlrZW8sN0krIEc3d1MPlUgEAv0IIwK0W8Kw+Mfh9rNn4ushc3Ef9sW1pJESmbeTzIlACkDPlMq9O2evNcdpDeJfDvhzwdoVi93Kt1qoXWJIk4CC5SQbio+UYcg545xXRan4s1v/hL/AA3pYvkW1uIb8XZONsoGnxShiQeBvLnt+lfTQ4Z4hxeEwNWGNVqtDGVaa55fu6eG9o6sLJvl9tyTtFJKSabum2eVxPmuFfFXEj+rqcqWZZRCc5KMeed6LhU0WvJzQUebVci5dlbqz4V0vxBZQXWt2Imu5NPS21MQzMqvuWNyPlIx8wQgjkDPrVLxHPZeBtNbw34U08C7/wCEfv7uwtGYyeb5DIAnOSfnuRx/tYrlvHnxE8SeG7C4gmumTU7bwZYXoEa/uxI90I5SAeSc7cegzV2PWdQT4Wab8R51N5q8Gjag8LuOSXBlKAAj+KGMevyijN+FeLMv4Ewmb4vEt4OtUpwhSc5u8pUZ1Yvlfu8sYJxT315V8J+W+HU8mx3j9Wyz6lTVanLFy51CmlJrENWvbm96Uk73do3d1J2R8I/Hdy3wy07W9avfNMl9FpxcgKzM2oS2y9O3zIB9Peukl8PaVp/iuy13RtOaK4uL+T+0boyNhle3kY8E4GWWM8DtWd4L0WyW0h8N3lmsqoYbtQrcKv2meaEjnOQYwfQ8da5jwB4617VfjlqHhvVL4m1i1S8a2RwBkRGWFQD3wM9PQ15nDnDub5zlGd43L6vJTwlBVa0eZx9pTlVjDlstJWfvWlpon0P03xnxGR4Lj/I+XCxlOvicRyycYSUf9mxEovXXdST5bO1+h0mjeGNE0S3uNcvbgzzz6rp8H2ppGJIzZqARnGTIgP8AwLHTitrR/D+l6do8Gp6NZCK4v5rWa5kMjHcS6sx5PHDPwPWuK0XVopNeXwtouoA2UMdhcQBXVlZWv4FyGGc/u0UDn+LPek+GvjrWtb8P6jY6zc5k07xRYQCXbjKvcxxbB68rj1579KutwzxM8lxWMVd+ypUMNUqR5pK9GvUqQoxts1CcW+XZOWmtzwOMMdlVTjLDUXhk6ks1xVOM3CLaqwoUHOfL0c4u107+4r20O48ReFfCviad5PFFiZViuQkDrO8eCyouMoRnJbGDWT8I9K/su98W24kJMvjS8lLso58yKKTH0G7H/AazPjXqviixtI7nwxO6GPUWS6KIWHlhY2ycA4PvxW38O7S+srnxJp9zhiPFE8scoUkMkgWTH4K2z2x36nhzXK8xocGZbjKuL56VZ1VCnzN+x9nOCl7r0jz8ylp8S1toeLw/mGBoZ1xthKWFjF0aeCcpWXNUUlaLbteTjzJq93HW22l3xTFpNhYaPazokcFvqSRRRuSQF8p1C88n5D+lcr8a/A+h3n9jaiwaG9m1+JriZZThgtrMpODwPkT06KfU5f8AHLQE8SeB9P8ABNrrG3+0L6axiupJV4LWVztZjjt3OD06Vz/iF9W1nxjf3d1Ibiw0F9PkS2kJAY+RHwSMDJFyxHI5z+K4fyvG5hRzDFYfFOMaNKpUnfmXtYutTgou+7nOopWlfWN3qfpWBjHIMDwS8XQvWljvZcjtejN4evyyi7KN006WiSUXHZXOy+IHgy01XU/D1utlutv+EkaeVHY5bfaXgk5zkDMjHHq1O1yx0bWvFbxa3bie2svD17HMfMI80SrbeZ0I42Afnmm+JtRubPw1q3is3ZNtZXBZEQ8jyLqYSjk91+Xrx7VF4x8VP4K127v/ALLJLCumzTlEjBCwwQpJIScjGRsUE8ZIBIyK4ZYHN6lRQc38U4pt2XOqVOcrtv4vZtJ91Za3SPP4Zx2XvhHDJ0ud08J7qgrNOWYUoqKunqqkuZdIpuVk4oZ4m8Oa7a6T401LwayQazc6os2mXBjDCJzZ2UZJUggj91kggg9waS/0bw/qEmuz+K9NLx2mjXLHa5XEE816JOhGdyL1OcdRgk5u/Ee61uV4NA0by1nvRLMksinCmKe2UHj/AGXP4gfSuU1rXpfDXixNSxNLYC21p9TjQjaYoGuXGecAhpCMkgfMOldeTZPm2MnTjTrckpYetVi+Zr93ThUcoXvpzqlOKjs3LX4nfsWOwb4fx1R0Y1KkcxwVPRLnc5VMqjCXM9+V8ri37ylG6aaO98OaVY3Og6vY3ADfa9SvReLHMSfmkZQvX5T5ezgY65rl9R0+707xhJGkOLeHVLGPR7fgAARZZyepODNyeu2tjU7y50nwF4xnikxJatfyQlT90tH5gx+Lfnmudv7vxJq3hvSL+G/2SJe6NdxyYwXVngEw46gpJIMdMZpSyzMaeRzx06rdJ140+Vt/G8JTqqXbSm1BdbabXOPw1xdOt4sV0qEE6mFxDU7WfL9cjHl2ctZ6y1trLzMX4y+DNG+J/wAOLz4d2NpJ9iHiqC2nRmY7RFapk5zkj5Rye5PpXb/F7RLTTfD2oeL9K0l5tVNxYiPZK2ZCt3AyrtBwfmVe3PTua5/4Uandazoh8UxuFg1fxFFNddPkRNLjt2z2GZoCef7w78C7qniDVvEPxd1HwVcbks9PW3ngcx4+ZZbGVm3HgrhiPrmu/DZHn+IzHNaFKry/U4V6lf3mueMK0IVI7+9zVLNp7pc26RfF+d4HLJcE0q+FvBYmg4JpP2c6mHwzbb1aajGUfdu9VstS94y8FeGdHkt9Vs/DCSST6oZtQlkllZYwEklaRQWwpLqo4GPmNZOhaXpHiD4taDq11GqxWHgO1mtIhO4Mcks4CHg4IGzGD1zznHHD+ItX8beIvGvjvwVfa21taNY3yLHcjZ+7eF0j25HpPG3phSee/YaZqI0z4r+D/DKzAS3HhG1S8X5c7E8x075Hzxn8sDvXrcYcLcR8O5/QwmJxvtq88LTrxqKcnanUwntlHmd37lNSp2Wm6WjOHw5zDJ808GK1etQjTpPEZjGUIpJfxcM3UcWlG8pShNu11pzXla+p8L/DsWjaDctEEAm8MwFlD5ILT3suMHpgysP07V0Pgez0HWfD1xc21szQXc13bPuc/NGt1cArweOS3vzWL4I1SWXTJo7SSNmj8KW8shIBALCUx9D/AL+c+nHejwv4jns/h/q1vaKgl060v7i3wMq2Lq8QY5yQPLH5j1r4fB4HMsXjfZYWdpzlT1UmrKVSEU3btN035WT6aev4u4nA0spzXE5jDmUMVTVuVe81g8XJOz0baco83a62ujrdU0zTPEdpc+G9VgaSN4Y3lTzWXcCx28qQcZj/AB75ya5HxL4U07wwmj6n4e0v7M58RWUN4/ms5kt3lVduWJ43bD7YPqc63xL1a/0P4d393pbv9ois0EMkIO/O5VLcdhuB+ma86+DOt3/xB8Nwy63qMrPpOr291AZX5l+SYKi5zuYEZx6CvuOH+E+KsV4X4/iChi3HBUq8KU6XNJc0qiS5uVSUWneCfMnsn9nT8Fxec8MYDx3y7BvBR9pCnWbqcsGk1SxrUUuVyTtBv3X7rlZ9T0jxJpcGq6f4f0/U4DNFJeq12gYgtttZiOVIP3wv8ulXPC3hPw/4YkupvD2mm0S4RdwMjMMhnPAYnH3u1c18TrvVP+ETm1m1lliOnpPKhhX5to02R+ev8ZHTHSsv9nTxzrvjHU/EsOqXzyxWVxEttuQAfMZRkY7EKD6c1jk/CfE2ZeFma53hsU1hMLOCrUuaaUnUnT5Xyr3JO7jq1dKJ6fHVXK8q8XslwtTBxcpRrSVTlp3h/tGIbTb96z59l/Nqt79fpmh6VqcetaFe2hls4b2KKO3DsAqpDAygEHOQQOc9q2zJBbXUOlrwPs7sqbs/Km0fj98V52/iXxFZfBePxForSi/u3gVlkTfKGeaOABhydxA575PrXV6wlzF8TdGvQJDbnRNRhkAXKoxktHVie3CMOvUivl87yXNsFhlKvX54OtioKPM2/aUORVZuLdlz3+K7crNNt2v9NReW5hxjWaocklhMJJNcqsvZ0FCCstVGWlnorxlHTUz/AAraeG/D1vok2maf9mi8QRLHDGrH/WtbPOxx2+WHtjpxVzxz4csvEtlpujX07JcNrlreqEYqZDBMjkHHbYuKxvhfqs/jmCHUdU81H0y8LWqyoFz/AKHAN/upEzkHuHHatLx1axWPiCy+IUsrBNB03URNGv8Ay0V44n49T+6GOR3/AAM1y3OqfEcMFWqOeIkqa3cm3NQ9lHmu7/xKcd2rpLpp6+S59ktOjiK8aCpwoSx83oladOnjtF7unPC6ls2ndq8rF3UfCvh7UbIaPeaXI9rb2kPkwiVwyALKg5DZJ2nHJPvmnx+HNBbwyui3Wn5trYSCaJJGA3FGWTBznBDt+ea4f48eM/EHgfS4p9EumyTZRYRNzNmO+LZ+pjT8RUMXinxXbfCHT9bl1Bpb67u74sxj7rZ3TqMY6Bowa/Ssj4C4uzbhHAZrTx3LRxONlTpRdSakqsXNzqPpHS7c97yvvc/nnjDN8py7i+thp4OLl/ZlOUm400nH2VJqFkk/dlZWa5bRavY7jw9oelR+ELV7Gw8r7bdW1/cKZG+aZnidm5PqM46e1S6ppGj3Gq2ejTQA28lncloN7KTieBsjBHRufx9K5/wb451e/wDCF5DPabbjT7uG1tiYyBIPNEKt15O9XHHoOM5FZHxK8cT6d4TkksXlE0NndyY2gsVGpQQj35G7p6ivk8BwfxVj+KYYKdZqvOvQp83O5NSrRg6U3K/2Yygk73TXLdcp+h4zibIp4XEKlh1KnGjnLjFxik/Z1JqpTStZc0k27tp35nubdl4S0DQ4r6VEEMtxDaRyzLISwjS2EcYB9crnPqM9qm1e+trD4k+HfANsxWwn8P37GAkkgRm2RcEnd92RxzXKa9a31tq5t728L6ZfeCtPYXSMMiW2mkIOT8uWE/Hrs7d+n0t21SXw5431Cffdy+FnihjUjlpoo5nJHXnyBjFfMUsLi3g44lT9z2ijvtNwbi/WKi9eh/UfGEcJSre1xaVVywGYNX1VlCMHHW73i246JWve7syC/tJdHvg6K72+uOqRlRyy6hLt+vOPxHuaXRfCfhXU/F3iXWW05vtuna5brHL57hUePT7R1+UHbgBx2/pWL8YdQ1PRrjQjoc0Cwx+NLRdSEx5WKUzqzNjGF3zRkE/3T3xmHxd4xvfDnxptPB+k2N0Y9V1i3v8AUp1i3Jt8mG1C7v4cnYcEc7Tz2Ps8HZLn+e5nLD5RWdOfsa9SUuZx/d0qbnUTd1fmiuXl+1zpaps+A8Y6mTZRwTgcbjcMqkKk8OowaUkpfWcGkveXKrNOae6eqvuneE7I+JrLS9J8UAXkUl4Y7p42KCYxvqnI2YAXKKQABXR2vhbSr66u9ElsGaxOmwRxKHbc6LczsFLH5iOF6nPJ5yTXGfEzxXr3hf4c2viAXQW+srtVM8KgrKxe9iOM+2T/AMC/KtJ4u13Rfg2/iS11RTdnwrpcoEYBdS13IDkfRyP+An0r6Xh7gzifN8pyzG4LE8kMTmH1WjHmklCvyU5upZaLSdNcy1srdEcXH+PwyzjiaEsLB8uWVZTlpepH6zWtTi7X5d21JKKunpdnqV34O0K+0G50y+0rzhc3IuLpFcgyT/KS4ORtyQOmB+tVpbCHSyul6Ppcf2dbm0SeJif3cQJ5znkggHJ655zXMa14x8Q+FPBGuXFi0k8uk62IIpVjLqkIt4pCzY7EMcHpkjtVOPxJrb+D7TXZd92tzBYXWohUzJHELeWfdgY2/OsYyeMEjqQa5Mx4R4ro5DRxGIxPPQqYpUoR55N+1nQw9Tm5W7L93UpJN2k7JfDFN/mvhzmeS4vjrN44fCxjKlgKs5ScIwg4RrYqSjooyTfLKajflV4p+9eJ1Xiaw8PeFrq31EWhj+06hgKHJBmuZY4txyem+TOOnPSjTfCWg+H9P0eTTIpFkm1GGcubh2DyGF1Y4JI5UtwPX2FeY6/4j1f4heKJ/AUmqAP/AMJdeeQZCB5cdjc2coA742hscHkc45Ndh8Odb1W60PT9R1t2Mf8Ab0VtpgkTaTEIGCt1wQVZiCv6jpwZ1w7n+URx9HFYr3qKoe1XM/3vtI05Ukk/i5FOLd/h5b9j9UjPAvh/gucMM3LEVsa6cbJ+yjGljm3fTlVRcy93dSd+tpNL8Gy22iR3SIguVv5LTTpAcBLNGfCEH5W3bCxJBJDdaf8AArwsknw6sNW8S2zPdT6Lap5hkbJR7SB5DjOMmVpWz1G7AwBiuWsfEGs6X8T9G8I6tfg6O8qmwgkcArGkDqmScDcZLfoOCZB64p3hPXPFHh+x1fSp71nh0/wRdzxbF+VHi2wxnp1KQgj1ByODXsZbwlxVmM40KGLUXKhQqp80k/ZVKihCmu9nK7ivdV9Lts8rxSzXKP8AVzF0K+EjVcsyxcV7kLOpGFJynd7N2jfq3za7WnvvDfh25+P+uXMulhrpnjmMzOSDKtjHs7/Ljyk5GM5weCc/oh8KbSOw+F3huxizth0CzjXJycCBB1/Cvz5+IUmoaF4u1bxDoUPmXc/2KV4yuSYfKcHgHPSJwT0wTz6fe37Pl/c6r8A/A+qXshaa58IaZLMx6lmtYyT+Zr9Z+j1gsa8Jisa6t6XLCnyX1U7uXNbomla/W3kfV8fYiFTP8DTlD344OinPvbePe0Xe3Ra9zr6KKK/pE+SCvl//AIKWuE1r9n5SM7vjdcAe3/FG+Jz/AEr6gr5d/wCCmrpBqHwDupM4h+NNy5wMnjwb4n9AT+VfKcdx5+Csyja96FVL1cGl+LRyY+qqGCqVXtFOT22jq99Nk9z5m+MEkmjeELPwDLHidfDMXmpuBAdHtMY+bP8Ay7v0X+dei+JY5f8AhNdCt5IlYTJPAiswA3KFnUn5v71uOQCeeg7bGu6Dp+uW0ou7ODzpbRoleSNXwTwOo5wSfzNZmuw+Jda8JGe0szaa0Y9sESzDKgyLk7uP4QT+Yr+K/wC3K/EGVYXCTnClJYyvUnOUlaMsUoXna/N7ODhLnknomrtXV/msZxNkeU5hKcsNUqwlkscMlyS5p1KSrLlT5Woyq81JwVnflbXMk7eEfEfTknt/EdlJbr5Vx4y1GWWYqckiFjEPu9yZO3bkjiu90TTr/R9G0vR9VV83EF2mmQCQfeWwhZl++P8AlpHN9P8AZFdR4i8AJqvh698G2l1NsvYZLn7SAvzMZIWOCFx/C3XkgnrV+98NWt9qiJNaw7LVbh7FFiGCHgWMj73ozDoOOOO/6P4peKGD4t4Ry3LsPo6FWdTdtuP1bDUYz1+Fz9lJOPRRWx899GzJ80yLiTPq+ZxsqlGKkmnaM1iJynBX3cW6fM+qcntt5/8ABTwDeweC/Flgm1JU1HUrOAq/IZ7azVTyB/FF1Pt+Hqtjp00Gp/a3dsCOVB8+QR5uR39Dio9M8PR6Tot3oln8jMzGOT5QZWZB8527eSQe+eOtaNvIERFiLSbmJY7ugYnB/SvynxJ4tr8b8ZY3N27qrJW9FTpq9/7zjKVt05cu6Z9t4WYjFcL+GVLLatva7zhvKzjGDkvJqEI3s7yaltKN+P8Ah5oVrc2djb3bPm30XTVCCQAK8KxS9M+uzsO/SnXV7PJ4fksNMgQCCwW4sjcNuBHl3HlhsMxPyxJnA556nkbutC30y0F/prjfJqdojlTjhp44ivHYAkY9sVU8Xadcavo1zpDyNYxNNFbQ3ELjLRu8S546HLOmD2yMc8Th69bNOIqOYV5qNOpiJ1LSu+W9aM6nuK0pX59UtWk3puss44wyjDcGYvBQoyrVZYDDULq0Y80MJWpRabjZR5k3zO6/eJXu03nyeKvDOqeJrzw8wnJsfDjSz5kUDy5PLJU4fOcBeQAOT81c3aWlroV5oE/h95I4Zze73nlDkLLawuTksf4wnQ568Ec16Quj6UmrPe+XEJ7iBllUR8uvyDJx14VR+VUJNBsrGbTtsaSCIXFvIfLGIopELseuR8yIvXGGxjoR8/leYUcJOpulKnOPe7lBx7bN7vsfseN4hwGJp4ahgozkvb4OcouWnLTjXc5XcUpXk/ccbqb5Ut9fPfDqeR+1v4omm2qr6BCoY55ObMDPHuO9Vf8AhEo/FuvXN/dXDK+o2NrPZCKfadz3N1I6thsZDFgPmYAY5rrtM8MtbfHi/wDEcgJW806dPnQYxGunlSOOeWPfjbWtp1haDU9QN8FXbcPJZyleQhG9ivcgOzdDxk9Oa/YuOOJIY3E0J4S0r5Pl9CXe9NQjLl81Kmr/AN19D8S8L+KqPD+BoYnHqVKVLNsU+fdJSpYtLmST0fNdvSyT6EBln0jxhstgfLvfEri4zg/J/Zm8kZIP3kToCev4eZXfhzWdR/aYvbi7RZN2saNcWLMR8sEcF6ZBkA/8tIWOM5+ma9c8I28moeHYr3VdolvGM6ufmysijGMjsuF57D8BzwsYY/irda4988s2k6fpcUsS9Glke+jAY/MeFuFOc4xjoM1wcFZxPIeLM0qKadWGExFFPVqUvZ0cOrNW0crxetklromeNmeZ08y8IcJThQt7R4Wco8vvxj/aFfFXtu7QaStq5Ssr30n8D2K23gBksLhnhbXN0RLjIQXaqB97HRfXv07Vgv4BvLzxR4HlkC/Z9K0+0t8lzxJEPN44PXyvQdAPp23h3wlFpejQ6QZXWO0YIiIuFkRZEKs3Jyf3fXP8bcc0zxTpWv6g2ky6Qu1re/iubmJHAKqpUMoPHBXep+vpxXy/Buf1sqzNww9eNPn9r78tFFzwuIo6663jOyeivNLe59F44ZjHMpYtKE6kXWl8GrlBYrLpqSsvibozvGzl7k5axNG7skvf7QjeVgJIV2Nvxt+Q+/8AMfnXiPiD4babqzeOb2SLN07ebaMzsT8t/d7wflOciNfXnv1r2DQotbij0/ybh54JY2mujcyjMW9RtTbwcAhgBgY/A1x6fCi4ufiRcanJqk22Iw3U4woDLJPclhyOg29Oc7jX6H4R57R4BzHM6n9pKlanTmnFSbk8PiYz9nJLWPO4KLu9VNO1mmfhfipn2e8d5LlWHo5bU9pGVkp7fvcLRipwlZc3vL2qtdJx3budT8PhqEekXkV1OWZdafYxYH92ShUcE/wke/tXnetNpd2ngfwfrKtKNMgil1BlYhmENmrr84IHLSN0bB7169pls1rDMkojSR7p2UFf4cgD+I9to/p2rgn8FRm2sWvftAvpp7a0kDp1aOGCdjk8nP2XYfmP3jknBFfnHAuPwODzDG4ivFuXsK0aaWnv1KU6d35RjKpLteKP6h8Qcbi8zzfLpYepGMFm+FqVGrXjSjGLck1taTirrZzve2hwvxi0uz8Q/G3w3rybpbafUjZlCfuG31CFXIHOPndvTOBxxivVbjwTpmnWtzL4deZC0McKgzfKuy6aRsAkYJZ3z26Y9+d8cfC281nx3aX1gzJFDZyPCqKuPON/FLI3U8kMSSAOnJPQdR8OvD17pvhSwtL2R3Bh8wqzc5M0jqfycHoCNv5fb8XZxgsx8JeH8NRxlpYSNSEqPRupXr1lN62vGMVFafbep+eYLimvknj9mOOWHbg8LhV7RRbaSp4GNSlonezvKVt3BIpGHQtX8c6Rq9nJIH0rRp7y2O7I2yxxRDOcg/KucZHODz3k8UWclnouoJpkbK08c1y0jOM+fbtBFD/EBghBnPBxyR0qnLoeq6D4n0fxTb6ayQW0VxpkyqMs0O+QQ5wCcZSLAxgbz9a6HT4r99c1a2vFeW3uXjnsWfcyACFEKjsBuXdjOckn1NfJcQYSrHLMJOjilOlSwsU48yfvQxM3Upqzt7s6sa1u0na7TJ4D47y2hx3X58NUcquYOcZSi01TnhuWlOScVZONKULuyu72TTv5Z+0PJDr/AMHtJ12zk3RT6ilzCjHJCtBdsDxu7OO/au1mtdXTX/GOoI+IF1TS5IlUjhoo4JJTyRxtCd+1VvEfwsTUPB2oeGYLuSQ+cXsI/K4QJYmBFAYkAbg2MYGSPqe2isZEvb55AGguBG+CPvPgqy9emFXgjv1PQepmvFmBl4U5fkcXepTq4ptPS0atbC1ov5qm16pn0k8dhH42ZjnWHn7XCU4YZxaV1OHs6nMlprKMpKPeXvd9PKfEV/FovxO8fRSQAyXumRTxODj5YtOnU87lGcsBgkjr0xkdddX2m+M7K30rSHniN9pPmJJJIuUhuFkOeGb5gYhz0GTgnOK0PEWlW934q06O4sebgyR3Eoj3b4hA64Ygf3pOhJ6Zx3FjV7GT7Rpr2KrALW8ka4dPlCQmC4VSeeVDOp4PHXjnHjZ5m1LiLNsHX5ORrCUINt3TlQwsqKkrdJOlBKPSTtrez14c4pwPCnA9TC4iq5Vlj60oS1SjCWLouHOpJ81oxnKVv+XfvaR94w/iX4M07VdW0fxs7OLnT9WtYwwYY2G7Ttg5ILHuK5jwPoK/8Ls0mPUVAfSfBlkIGjyQXEZjPY8fvH67eg49ek8RaTqfxA8YLotxeXVjFaaPDNcCNiFWd587cMMNxG2GHQj2xU9n8PdQs/H9hq63E3l6dotra/aQygTlTKGBHJ6bT164r9LyriJ5JwdDKcwzFKqsFjIxjZ/u4YiEfZwjO/LJTtUXLHXlq81ran82Y/GVM24pzLMcry6bo18TguXd89SjWpyqOUbJx92CvzJJyhJbuxuaJbPaaERpBDbbFRamZyykgMVzgk45+teO/Hb4eadZXXja5hgdl1Lwyrybm4zLdwhgfl7+Vnv3/D2M2OrCxaGENGLRwLSBJgoljXeoVsjoRg/gPTnlfEfwz1/xFPepfXpEd5ok9rJP8oRZFuleLCE5xsXuTjJ5FeR4M8S4fgniWWOr46FOnLkVSKbvJRrYWsldfEkqcpKy+Lmjq0z67xkzfN+Nc1p4vL8trpxlJwlZrm0xNK7XLdOacE09eVqWiaZ51rel6dY/DG/0fSYh5P8AwmKFN2SSEs4VbqufvMe39BXffDjR5bHVvHE1pLsuNRuJXR8ZCyfab2MHkD+6PWn6Z8KQulv4FMsvlJLbajJeSIpJkZmRowNoH3YgSeuSM+laPg/wvqGh6lqutNaOn2zWrmTy5HUboVdwCowCAfMZsHrsGPvA193xvx5lGd8K5pltLGczqzc05PWrGdXCzg229HL6rObWrV48yXMj8x4HyviPCcYZJjqOAn+6VCMkouSUqSqRqSslZxSrU9XppLV8rtzPinwLc3HxE0G4gaSdrPWhJvklGFije3PbPO5nznHb0re8Wa9/bvxC8F2+ixj93reotK02OPIieCTBGeztjp2zjpW1rDWvh6+026vLkzSzaibaDcuXLTd93OAFRuOMhQM8cwW+iWumeNx4iUKyXMsz26sm0RmVbOI4z3LRMeMZLn1yfy3BcR4h4bK/bU/aUsNhMfTpPVKU6qrqWj6RnWTt5Na9P3/ivFYLG5jn+JxteVPEYjFZXUir7QjHD05aJfaUJNLTl67nnP7Rd/ZeI/DF54djR5JLPxBbySCUjG39/txgt0dW6gcAV2/xT09oPC0NwqmabSPEFre2ys2QXNwoAbqSP3j+nT89DxP8MNL8TxNJcSLHO8sMkzRxLglHlbkNn/ns/wD3yKqavo3izXL2zk1SEp9m1u2uFijmDBoYZCNxHPXzAx7/ACj0zXrcNcTZfVyLIsIq8YPLq+LqzUnZyVdQSjHbmU405wk1bljUTe6PI8U+IsVWz3OqWCwlWWGx+HwFOE+RtU6lGDjUnKyunGVSDj0k4tXZxnjLUNf17wXqGnNCXjsBYm0dwnzhZUjcna5z+9gf+H/63Y63pEv/AApNLARsZv8AhGUhWMPgbvKTjt/d9O/fpXTnT7O2tYrO1hVlh2xsipkklhyR7H5uQepPHWpL2d7NJtSZQ8EFqZAisPmwGPH4D/x72r4fB8WYiOSZfllGkv8AZ8XLEx1+OTWHiqfld007/wB59j7rjrPMJi/EavndCMoUamBlhXHlknBOWMlKtK6TaakptJfC731TOR0TRdBvo7TRbS7kZRcC+5mJJMc0UyryTwPkHTsee9caoul+GcssZbdceAtSa4jLKVx5jGPA3ZGAzjgenpivStejt9K08vpmnFJWdIoXVMYa4mSNuQOCNykZ649jVTWPCM0fhe60mzt1Hm6HLp6KIwCFLFQeDgZDZPGMjOB0rp4fzVYCnl08TL3FjaVSKbWkYSouq9O75f8AwE+1zTifB5nxrnVfCwlJrLalKfNbWpz4mUIbe9peS5f7utnc4fVPh54f8c/EDStIuo5BbQeBoDasjkEFLjauTtPZu4/AV6Hq/h2wvNG03w1DFILZZNi/PyE8t0xn/cLdR6d+K5/4oeAJbyK11nQbqdZNOsZ4JFtmRAESB5Y+gz/rFjAA6ZBGCM1u6Doc2m6Vp+nz61n7Dd5tsjlooovKKj8AScevpX2nFvEjz7hzKMbSzWXLh1KEaLUr06n+1N1E1f3p89NvRaXl3t/LvD1LMcj4tzXAVsnc3XjRTkpKzjFYS0JJ2tyuU9Lp8zV/N3inw/Z3Nzb3MalZLYyyA+Zxl4LlT+sjHqOnXtUFxosZ+LEHie4LLIdMls4iG4KBoXH47nbqeg6d6TxPda2fGXh+L7OFtpL26iu0Ehww+zymLPrkbz06ihdUl1H4padZSwPFNaeHJ5ruInO1ppYMLkcEgxtyCR19K+LwOBzrDZXCpGsnB4HFt8sk+Wm5pSg9dpzUHdaXlFbs/TKPF+TZpxFKHLUVV43DO8043mqEo6XWklyzjaW8U+iTKEmn20OjWavODPa6ZdSwybySf3cokwSTxl4+pH16ipfjj4atvEXw11mOSLBtLc30BLY5jTJ7HsDx6+nWtj/hE7OTVrPV3lZpLSKdFQEbWSU85znjvgEdq5T4i+PpLzXtJ8HyQyQQaretZzL5hDSRy5gJKFezF8Z4ygNep4f0c2x3F2VYvJ5tywf76benIqVSpXnGKveSlSpztZWTnJPS7PP8YeIsnw8M4w2Np+1eMxHLT5Vbnc6OHhTk5Wai4VOVO719mnZPRVb7RdQ1D46+DfFMaL5KeFpyefnUhCDnqMfvlHDevsav+I7SSH4kaAs8hEUmu3FwcSc7ls4lA+8cc5H49u/Xy6cieIodcaNy0WmSQqm0bcF0JHTg/KO/PpxVe80uC71aC+u5tyabPJO0mwnBCIMdT7nA54/PysfxfLMamUxktMJgnh1Za+88c0ut3zYmK877H3fCUZ5dl/EGIqXUauNlUT7wjOnJ2eySjGbfpfUt6zpFprenXemyFgtzbTwNiTqsigN6+oPTjH5+Ua1HNF8OINL044i2X9rcKzdYxp1+AevOXWPoD6YHIX0nSfGiataLe2OmOwmiRsfMSHIBwcLx8pU88/MBjPFVvCen6NH4VsEvmRRcWQtykijDERvu68Eldx6dM9uBOWVs14QoQjjYNKli6FRU7pvnp2ctr2dqfKr+Vjxsk4tybi7O8ZjMqbcv7Pr0oylez5qdZQ3srJzlKTVrKDbsmjnPCvgyxufg34TjKy74LvStRDtJnD+dC5A4PGCQBgYHcda7HxfPDbQRQXERMOqXK2Uo3DOJRsBGSMdT0z1+6a5zWtO1Lw9ovhnwPpsr3T2N/YIxzsM8cSzSc5yOkA7/AMgKn8X63q8NzLrl5pE0FpB4bvJG3vxHOHXZ0Bw2FyD/ALX5+/muW5jxJmdCvhcRHkq18dWoptKSVXFxlTtFyUr1G4TjZaODXxaHxkvETLctzXHRzOhOrDlw1Opbm5ZQhhJ05JuMXG0ZKMZKUk2rPZXlxnw/+HngzU/GI1q2SRRoGt3UEUiOfmcXIKqcoc4IOenNdd4l8HeEYvCKaEsbGENbysrM2cbI4Qc4z/qlI6dsnmsfwR8MZLLwNp3ic6jNNemOz1JovlUO6qsjBsgk8k989+a2PAekanf+CdIfWLFzc2pjlt0DDEkYCqpOQcZVz/3z2HFfonHfEc8XnazOhnNSrSwVeNDlcuWSnD2j5o8zTlF1IVJuWih7RP7Lv+G8J5FmWGw2IyzEZalPEYWvWjJpzXspKCTVkkvdlDlS96SStrPTmviV4Qg1S1u/C2wYiXTBp6EthQLrUFUZAPSPjn8ag13w/wCFpPGeixaZGy2/9l6vazEE/wCqWKT1BPWRx6+3QnX8S/D/AF/VIrGULNaXOl6fYo5WVGVvKuMK5wOfkMrcHgccbuYNO+D+syNcPG77YNOv7O2EuwbhJc3IAwemUcHPT5vSvfyPiXKMs4ew1OtnXL7GNeLim7OdaKoupdScW5KMKyeurbfViz+eeZ3xHi8VSyibVdUFGKi00qTjOSUbJ/YlBqy+CLOjtPCuiahq194vvo2N0+uKkjbiAVinjSPA2+sKD06kmvONe8C+HWlu9NjtmNta/D+6nsSzNkP9seVTnbnqTwR/jXp954RuYrgy2d1NJ9tu4bieNsYjZLuGQYAAOAN5PpzyM1geKfg1fanpdkbPU3aaOMW9wh2HfE0khYZ9P3g9sDp3r5zgTjvBZNm1OdbN5U6c1GEPitTVONGyt0UXRqU4vRONTTRs9DOeHM8jlGJrUsrk6sXzVFq3Pnqc6k9EryjUpyUd1KnaytpQ+Jfw9tLxo7oAtcHxDdXNwxY43m0aQgfJ02wxAcdupJJq7pfgu51HxdqesRRqQNNvYogDhvOGq3MqYyAMZHPI/rWivw/v5yV1u/kkdTcXbEFTulMcCqSSD/ccevXnFRXHg2/m1ayvgy3N5FPYTTxEoDbIbqeWV+eedzLxgkZ681g+LFiMgeUrNU+WlVpqfK7JT5J2jdpKL9lGKbaUU4pc0pJMwWFzbBcTUM0xGVTUYzw05Rle7jSqfb0vdufM7L3+Rv3UrrzfwD4EsLrxz4eg1K0RrKbQnjZFZs7WsUnc5C/37g459u3PQfFrwJot18BrmK4s/wB8l/c3EJ8xiM3EzSyevBDnr045PU6ngr4WyXOmWPiO41C4kivPDCWqxkKwjaWCKPKjHZS3/fABo1DwVdeIvBmoWS6s/k38FzeW4XDEbJreVIwSSCCkarxjAzwa+7z/AMRaWN8Ussx8M1ahgq1FTSU0r08RinPS71Sq8k9uZO6dtFrw7kuZYHw1zeFXBSVStKMqd03ZLlnTfS/LySnBr4XKXzZ4i8EaLb/CTxeI43Nx/wAIvrWnQqzEgQia8P8Ad6kkc+w49ef8N+A4de+G+g3tuoJk0m/tLgliMHz5pYuNp4EqHOOa7rWvhPda3dzxjUWj8zS7m3N1sUkPJNKxBXrgrO3cZwKh0X4Ry/2Db6Vf6rLD5Tw7jbqqiTyri5mBIwcKRODg9MDnNeDlPiNlGWZBUl/bDdepiqVeTcZScYLC1aLgkrcy5vfWqcZS96NmmeVmfD/EGPj/AGVDK5RjyNQin8cubDyTel0+VKN9pJe6+3lSeE/D0fhbQoNQGVZ4Bc/eBEbgM4GEHbZ69a9q8Y+E/DCeH5LSVXVbTSHiUKxyYltbmNQeD0WST36fQ4Wo/AcSaTY6XDqM0n+mb53by8xJ5YwM45GY0T6N0wK1bPwNeXttb2Go3DQW8OhWdnNsZWKOsdyjj0ziRB07/UVnx/4iZLxVXwGPw2cTSoVsTUlHVO06lOSlGO92lKCVtYxT6q+nAXCHFuTf2jhcVlcnVr06fs7p255KouVuzSblNO91aSafVLhvCfwv0jUvibaXukTExW2i3yXEcrkCXzLi5hJP7scjGOCBy3B4xteHfht4Rtde02xmtC1h5N5c226R8iXzrWMH7o7J0Pqa25PhhqGnXsOpaXrckM1qskRddqiWKRp5GzjBHzygDnHyZx6VfAvwwubf4eWMOp6lPJc3FpbSSCYKDBukjmlHzAkHIOc9ee9LOvEenmeBnjI59JQlClhowSn7RPlxLdRy0XuKpeLstJyp6M4sJwdxFCFDC1MolJ0fa1Pf+B07UZOCVtY3g01d6yjUvynK/CjwEtsyrZRqgvVsblmLNlS1rfRlh8vBDnPp79BUviH4U+Ej43hihtCIfsFvDuMj7tzWt2Vb7vdok/LpyRXZeD/hjcaGkUE+qyhY7u3n2rt+Xy/NYx5A+7vkOT35xgnNZFl8PdXbwiTKsscttOQCzrv2wLOqtnbzzIRkdcAjg89s/ElYzjHGZrh85cVUSo3XNHmVVtQm7y95w5ErJad/eRyYjh/O6XB2FwdfLJyknOo2021yU0pwultJOO7u1Fae6zif2i/B2kQeJ59WsYmN0ttEsykkgrLc3Up/h6gtnr0J68Y6D9nXwD4ctvA2n2EEA8+bw09rNE8j48ve8bYO3uBECc9B+djxZ8MdT17xJPrmuXUgNzfGGOREBUQtd2ixkZz/AAs56447c1L8MvBV1pHxL8Q3QlMMS2MUcUeFASKctIGU4AG3ylGAOcnpjFfSZxxnhMb4H08ip5s/bYSjGq5K7UmnRp+xvdXjGdVST3XIk7aM5styzPsR4gKU8BKVOdeajCz504xrKyWtpOHMttpysnZiaf8AD7wlf/FzXtD0qN0jfSklkCSH5ZXju4WHI/uTg8AgevZl1Dw9oWteO4/Axi/0C0FndSBSd+5beWFFzg5Bj8sdO5OVPFa3gb4b6zodnf3moXEy3d1HbbZImVMfuWWQ9yAGlc4PJKD8Yr/4YarqXhdNOt7llvLG9tJUlwA0zQWSRjBPT58HOTgr68j8+qcU4T+35RlnrlCnCjQhUbb5ZqjGnLE3v71muRdY83M3aLPuZRzCvw/QpyyZqToVW4xTfu+0xDjSire6mp7P4lppexa+HuiaFpr2OlaZE6Q6fqs72+5yRu3X8WOeeFz2H1PSk+Otnbz+B9SvbyIbba4kK8nq9lJCuRz/ABSj0/xu/D/wdquh6Xa6ZqkeBpeu3lxbuSpaRJTcYbA6D9/wBzx7mtPxV4b0vxvG3hm5vpIlhuIrm7SIA+YhDqoO4FeqZxzjaPavz6pn+Ey3xXw+b1MZKvSw9eVWdVXk3D2qm5K2t6ikr9p1LPZn6RQeMxfhbicDhcNOnVq4ajQgpJwTqU1DS8laMbwnZt2koPq0cd8V9D1b+x9Vs7W8PmNpdzcs4l/gF0sjL167G28D8fXB8G+GNWs9O8GaRsMNso83VFEg+aFWvZI1xnPMjR9FyQcH29a17R11bS7jTdwElwhjdyoJ8p2wep5+UHv26HpUHjANHpEt3BhZ4lRoo16sYyZDGCCOWVT26dj0r5nLeKa64Qjw5TjrVxdOs3e1nGi6MPKzdVu/2bL1P6Cx3EEMVx1/a8pr2dHLMbhbct1Kcm5zlbooKPuxteS5rbO1LwJpcq6DqcU0mFuvEd+6AkcIbtwR+OD+dctZ/BrQbLXfO+ybJZWnZ0MpOVK3iMB8uMEPHjvgevXuLtrrWfDV3HppeKdRMkJUlCZlZ1xk/wC2Ac+/U9Ty3hv4f3N6bzxQ2vXM139nljsV85SirLAjDacZXlzjn+tfW8K8QY/LY5tj3mLwftpRjKmlKTlKUYKHM4tJRW8pPaztqfzL4kYanxJj8qwdDAvEzpxq3qppR5IO0rLlvKTVPSKbbd3tIp/BbwlZeHvhxBfBcyxxvp8IYkovl39wEAGO7OMnHYeldXovgnw9oniHUvE9vGxnv8yZaTtuEh7AffI7nt71naJ4Key8DXGgCeVfIvJmtVDKGbZfyzR84wN+EB4H+F220+/i8ZQ3ovJPLu7OdxFKf9X+9tvlxgY+UYweePaufiXOamdZxneKw2YOKxFTEymtV7SHNSrxjo3ZSbnN6WUk1ds76OHnTx2TYjMMtlXlGGBtNJ2jy0qlCbfu6yvywTvrfnta9sW++G+hxeJ9J0G2tv3Een6vM6GUjd5xhjIzjP3ZMdunU1z3w1+Hng+2udLu5S7Nbabp86BmODPLcuQfuA4BgwOg65znI6Pw74P1mbSnvm125muvtGo2yyGTBEZzCrZ69beNuuMn2FY/hv4WahpXiHTrey1aWWCOLzJjIVISe3uHO0DHQNM30ycHnNfpGA4llSyXH5bW4gkpQg4tpTXtHGNeU5Nu9uZVVGN7N3klsfkGa5TVljMDiKWSSjbl9xtNR9+lTptJJX+CpzJdUttTK8deAtPvvg23iSxtz9pbRIY7slzjbHbA9Mf9M4x3+g5I0PHML+JfHegeG7ZSqX2pjVY5ncZXZHIMAgtjiNTjAGe/XG9feENQfw9fWNgr3MO6NYoHKhXMH2ZchSOSwik6Z6Y71u3elzeIm0/Urq3S2fTdQnJRQP8AVgyRDkjIDLzxXzdbjZUa1HGTxSrRp1Ma4Scvep/WcJKnRjyt8zUJSa6LZdz9pyypispyvF5Estq0qtT6nKVk2m8PmFKrWmnypOTSTsnf4k90zR1Oxj/s/wCzKHO6LyuH5C/UnrwO/wCdcj8N9C03RItd02fzD5GrtL/rMEu9jBvyeM/efHX69DXVu11ca5aX3klVW3niaMuOcvF83P8Au/l65rO8FeFbjRv7QN2+XutbursbscqzMirx2CBDz644r8pwFaGXcL5hQq11zVoYe0E95RxNSTXVfu1G/n7TTZn6RhOMlm3EmXctGShSxGIqTqJSu41cHCMX8PuqTtB325VfV3fO6ELufwboFvcJi7kddyuQ2SlxGG5BYA7QT94cge9TG203WPEGiahYJIv9nnVLaMzPn98kYhOcE8YRupH9K6LUfCtnez6XqFjMFOl3OYPkHIyEZcnpkDtjt1q1fiz02eKwtbRGF3dlZI1G0AukjM3Axk4Oemea7MNnUcPSwkMG26nssVCS+HldVVIy1ejXsmpf+BRe6Ns6znC5hm/EeLq80aNTGZdiqclGUrwo1KClHkSTb5vcXZpaNM4b4h+GtG8T6Jf/ABCWNzb3PgwRw75OTgtNHkDOfmK9z059a0vheIPD/wAKrZ9SmX7JY2s9xuXOfL824bJyBkFMe/sKo3cd34x1/U/AcTGC1fSYYo0Q5ULBfSxl1U8ABcAj/ZA966bR/CI02e70uRhcWF1p0dsobb08y5ZsjoeJUHQZzX23EWZYjCeHFPh3McUnWTo4iEHdqNKNDkhFPZTtVqX7qL0vt+X8OY7D1PGBcQ4GjNYFVa9KU1dz5qmLm5J+7d2hC/wr4r7WLemWqW94X81/MiAE2ZAVEYM20Dn1bv7enHm3w20yxvfixLq1rcj7VYXN/DOFOFbzL2/c545ODERz36HqPU5Yrxp7eSSJFCSk3DE/wbHGfz2n8a5jRfAd5YeIp9de5LiO5vALPICOJZGlTd6kGVgM5wG6ck18zwhm2EyrhzO8PVrqM8VQhTjZ6P8AfO8XZWalHu0kmm2fd8b8V1eJOJMpr0sNPko1ZzqOUdl9RruS2TTjUqKKWraeiurvmNB8LjSviZ5dnK7W9loOnWqFpcthNQQAE55+SME8856ZOK0/A3gt9GXWxHGm+bxlbzXOZTny8xTpg8fNul55Ixkc9+p8P+GY9ItreCXUA5W2WKSRR87SIIxkHJJ5Rjjnkn8cyXWU8N6rfWssLT3N/PFeRQkHKObWVgvAPe0Ydc4P0z6FDiDNeIcBXyzB7ywmEouNn7ywtapJtt8qXL7Zzd9F7rvpYfHWY4fK+JFm+LvUw9PMcTWVSPRVqFJU5WSk5KTpVFFrS8pK12yp8Y9Vm0Tw/Ixt43ivdUME5cFiqm1cgjBP8QH68VoeBvEs+o6zqVuVYONdmikiZlPlKisBjDnqVH5ngdteFUne3uNY2LKCksMZGA0pR1IAYZyA+OOeB7iqUCHTPEepatEGWNrhJLhFDHOLZvQ/7Kcbc59TXyOY4yjV4ewuTwor2tKVVuom2qjqSgoxS29xR5eZb3SaVtfa4Ax+BxudcRZ7iU4xxOEw8o03F+79X5uacnbRzfwxfxckndq6i3xRpaSTaDDMzKIddMhxKR/y7z8fe5zn3/DqOGjvbu/+JPiHQxalLa7udOuYp42UN5jW9qoUksOAYl454z14x3d9oUureCpY9EvWL3KfabGTkFCwyAPmUgYOOq9e1XUs7e9N5p8SiI29xHHv24OPLjOe2cgkdT/StMizinkmDzTDVKPtHVpOjq3F05fWKU1O3VqVOUeX+8+yPpszz7DZlPhzHvFfwsdKvK0Xyql9Xc7u+qhz1laT3UJd/dyPFPgOO+8K6z4a88rb6vHIkimUjJmnleXkDIyrgdDj361Pd6dbard3U+rsTay2OZcyYIiKJvxtJ5yo5/I1paslzqJuNHuopIoLu3eMXMbcxE7F4J6Md7YPqnfpWVNqul+K9C06KSSQprKNZRyxZ4zGzSZyP+mLDpzms6UM8x+CVSU3P945trWzlR+K6dubkoSTj8SVO9mrJ/JYHj7h7A4WGVVE4RdCNNSW65cXQm/d5eaLlKpF870bfK2R+Pb+y8Nazb+L71Sy6bpmoOFHJ5EDkckDohHLL1FQXum2V94xs7WUM9vPY6wt5uflUaaNWII6ZIxwQf1xdntb/VPH1rPPpUj2K6BcQyiQfutzzwfKVK9dqHr1HpVrV9Dl1DXIpIot8L291bXbq6jyBIsfbr/Bn6tmvRjVjgHhqdSrFtYKrH4laPP9YtB2dlJXbSbXNKUUldpPwsHxLRxmT1Y0qNVe2zHCzlOMdVCk8DqouPM7Spykmk0o7vqZFzDDq/gvxobKVnNxPfRuhPR0gWIjp6p6ng/gMLRNB1a40vwvZWVy0Yjm06aVQ4H7pNPaPABOfv4PQdD14r0MX9vZ3/8AZ8di6iVmMbJEdjtw55AwCdxzk/wk0WyWVvHGIvLHlzeTCipn7uQFGOnAzwMDmuDFZ9jZ8PvA1KbtKrTrxd09sMsMlp/gvd2ts9UfS8E8QYHIuPMVj4T91UcTRVPld1NV1iFutlFyVktop3SZy3wv09LH4deGbe3jYK1nAzKJOpNoxOMsP4if8Bjie80e2s/ihBruzbNqGkXSz7X+9tlsYwB0x+fpW34a0yw0TQrfTtN/eQxRDyiwwGBGRjAAx82MjgY6DtTmjGoeMbPWnZ0S10ueO8jPIgkMlrKoPGckD8lrvhm9etxDnOMg3CniI4y992qs5VIQavdXk47r44pfFZHLm/EuT5lXyCKUqlXDVMNLmUZWT9nCnNr3feeqjpryPnjeNmcNf+E9U1D4q614z0yPEKak1pqQ34LQixt9uM4x84ByG7DirGt6ZJc/EXw/47kZlcabpv2iXzVCbN1yhG0N94vcIARxgtycAVs+HdF8Q6DrO28tzJFq91c3moTSEZiCgrGnUEggqec46YHUN8W+FvsupyalE5dYtCt1RHjLKPs10Jc43jJIY9Om0c9j6PF+e1XxNRnTrRqxpYanQpyWqdOOG+rtb9JOta/TldrWv9b4GOOb+HkMLiYOlVq4nFTnFq0v3lfDzcbtJL3YU5W6RuvTd07SrbRrKa3jlY3H9jxwkNKTxEJBnr6t160zw1pem6r4bnS3V2juxcW8vmyAkkTTbuRnjc7dzxjgVbl0hF8Vrq7uSrabNC6AEhh5kbZ6+7DGD9e1c74q1/8A4QfT9dXT4LnybXTonico4Xz5Jp2cqQuONwJYdOATkV8lw3leaZ3mccNl0rVpODT83UpRS3W0pQa/wvtp5virxpw1h+FKs8epVXUdOo1qv+XONpzXwuyjrCN/i501dOx1V3pcepwXek3ib4LhFU5IztIwwz/wH9evp5t8AvCCab8NdKuowqCKYXUxUnlmtZEwQVHGJE4APINdF4m8eazDpV9eaBpIvdmrQxRworb5YGjgDkLjJIeUL07896r+HvA+ueFtIvfDUNyHsxYKkG51XzZ2QKyYHA4x1B+93r9KyvDZjlPh7jMrx2KhRWKxGHqKDkrtUIxjUvFO8ZL6xBq6tLlnr7kuX+esXxNgMdx5hsyyrBVKsaFLEqVRJtN1aOLUHezunabb6OcXomr2PjYJZfhxJNCw3NE6Mrk4YS28kRBxnPEnHXnB6Zp3wl8C6F4O0q+gtEIa4uofPIdj+8SNBgfKOkm78/wq1498Jv4l0290WS6mT7fCsvlou5YzEVBxxyW3rx1O3j2x7bwZe6d4wmMV0zNqU1pqEnzKBugn/fR8DoPN3e56Z5rLIMVg6nhriMhjmPsXUqOvOKTtUVONLlUnfaFp8r6tXWj034szTO8fx5gM7hl86lOlGVJaOShKriazWys5ShKD5d0kloXPGmn/ANk6ENN0sAxw32l/ZY5CSMrfwtz1OPmX0/w7G5i3xuzMVO0gEEd8VyV54am1q3i8N3jG3GmRWpgnj2lmVZFZx0xwI4jgeo9q1YtT1W7u7a/0uBbuxe1c+bFcgo4KoV6Dklgwz0Az6ivls4wCxOU4bD068ZVKcsRUlKWiftXTnT99vlcqkYOXLfmUnJO9tPpsBx3P+1qmY4vA1IUpxwtKMY6tewShW93l5kqbiot2ty8l3FvXP+G+kQWWlNIIz9rhhSKR9xO5vslqM88HiNOc9R1NW/iVD5ngbWfLj/1um3Ylz0P+jSD+YHTNZfh7w7rJ8SalqCP9lJ1+V/LVQGlt2jtlyDxj/Ur65GR6Y1G0nWdZ0ma2vI3t3nuwZ189H3RExhh06FN3B7gdc4rrxmHwmA4ow2PeOjKNKWGlJX1jyewny76pcjs43SbSdumOG4nzPGZZjaVLKqjlVljKkJtct41o4inzO8dEnWWsnFS5JW1Oa+JWn6Xf6VZ+J9SLNHZvYXRQE7B5QuSOACf4znIHb3qz4i8H6Tp+oaJoUUJMVx4kuJHRmJzHJZz+YowOODjj885NWb3wDba/4Xs/B97fkJbW0EdyEK52pEyxjkEHLHd07ijxb4J1jV/C2mQ6ZeStqWmzEpctKpkbCurAvgH5sAHke+cV9bkmf5bg6OCy6GZOEYV8XHaShCFVVvY1W7rao+aVtUpRd9D4vjHC5zj8wxGaTyypK2BwKhzL3m1TpRqQSUf+XkU3C9lK0tG0yfwd4TtLXQpjMz/aJr1naRZACCt1JcIOQBw0jZxnI4yaZ438JWl7MtukDOTZXUpjEgAdhdW9wB/30p7d+o61Q8H6xq+ieP8AVfDWpWbJFezzXyTySf6mPzpIw3TGG8tfzFbktrqZ0yDSHmuZLmC7jMNy7FXmjS53FWYjBLRxfN6g9MEV87m+EzrK+LYYyWMi3L6vWjJS0dNwTjLSWipyhKDjfmXxrRM+vy7irJ8x4UrUa2BqQ9o8ypN2b5a9VtOK9xNupGpRkmtFy8rV5oZqUOk23hG30VZWbytLjNuGl+Z1QADJ3DPJXPIz61HoXh1P+Ea8P6HdIT9n06G2ukEpAKi2kjYDBBzk9cen4akGlXEuqzF0xbR28KWbA5wAxZx97jonYdOp6Cayv2mvptJubEQParG8fluDmNi4U8DAz5bD8a+DoYnFwy+dChLSE41m01dNRcE0r3fK5q9tYuzP3riPibJlisPQqqpKVeGKoOPK7KVeV+WV42jzwWie7craGf4r0O1v7a9jRpPOYW8qZlwN8blkx8w7qc+tY/xH0S3XWtL8YW6O12uq2VjNuIKrH9pRyQMZzuxzkfSumu7pJITDLZnzrgYYBSygEMEJPAIJUDGeN3OKynvY9a1uXwzbT+abW2t59zjnzIbjcu4kYIfZ1HTYfavf4OnmmU5l9dV1CnCp7Ts6UoulO7V1yuU4dr8qe2/5v4icXcO8S8M4HKqfNUqKpS5Y6pxqUlQr25GuZ/u6Morom9bvQ4X4vm28QfBu9ijEjCSa3e3jkcE4a9mAzgtnge/Qfha03w4PEPwSg8J3Sn7WuhaW0zB8L9n89nQADPIVH/h9Ovb0TVNM0/7AtmbFHH2hZETapyVkDjHB6Mfwz+NRHSFtxJ5wTF0FtljRBzGJJMdyPuOTjGOD06D3Mo4/xGXcLZZleHi4zw2PnjIzvfX2VGCSXkqblfa9uzPc4or088x/EOJjJ06eIwHsacZPlnKc8TV1TaWklLkaavdLVe6eb6vZqvw78caHPkq/iWO3zIOXAhss5wOu1W5Hp1rofBelPF8PNI0whd2oaFp9rCjP8pxblmB54+VG7fnXQ65p9lqmmavosQjM15I8SIyqMzm1BGMjGdoB9vXjFTaLaG48O2VvJKBKsESb0IPlSBNjqvHykYYfUn6V6HEPGLzXhOlh4R9k44yFfW72wOFoqSSS0vQevV+6tdV+ccMYuvkPGuPrVY+3p4rBVKVoPebxGJk1d3+L2kXteMd9LX81+FHw9udN1rxJrk0khmu/FniF7U+aBxNKgHA2jjy2Azk8dT1rtdAh/wBGt9AljKtpOp28EZDcnForgk5G44Yg9en41f8ACN5Dd2d5dJGoVtZu44Cik7gszqzcD+9v/wAe9ReDLSa50/zLhtrWmtXpWQtzIgnmjAPcDAXrnoPSvF4wx+JzfNM1zDF01Gd8PFK/wtQo01bvaNFRkrXTk3pys/Rsp41pZhQ4cwntbzw8sTKfuvrSxigkop6N1YqGuum/OmcPZ6jo3jf4qWcd35qvptoYJHRlXdJBPDKACGPG7ryCRkY5yXal4avbHw98QvFd1OjLqGm31vbxnssS3CkYA45C9zk547nupPCNhDc2WoWroklirySGOMbpC8kbsSQc8iNh1Oc85xTLjwpc3n9paNezCSw1K3uY2KhQ0LSnJxkkHO9j0GNnOc13ZPxng8LjMJWUuSNKnhITvq3HD4n21SMdNHKKi0vLlTuzLjCpSq1sRSwlGdSn9bxlZQs9I1/ZwpSs18LqRqS5trK+nLrlePXS21OUrNLm8WytZPnGESZrlCw5yCAc5x/CMd6+zf2bMf8ADOvgHb0/4QrSsf8AgJFXy3q1vp91ZSLdONiqswKn+6CQRn6Z/wDr819afBi7tb/4PeE76y2+TN4asJIdowNpt0IxwO3sK/Wfo34+E8ux+EjSd06cpT6P4oxj625n6H02aYzE4/PKVapJ8vsOWKcXF+7JXdmk0tYx16xfnbpaKKK/pYAr5d/4Kasq6h8At8BkDfG2ZSgTdkN4Q8Sg5Hpzk+1eEfBjx78ZP7A+Bv7bd38cvHF/4p+K37QmpeGvF3g698V3U2gjRprnWbdNOt9LZzbWslillBJ9oijWdmtJjLJIJHFeof8ABT3xb8XL/wCKHwL8AfD79mPxp4jMPxckurXWdL1LQYrW+b/hE/EQktoRd6nDKsyozyEyxpFiJgHZiiP87xfhcTjeFMdh8PBzqTo1Ixit5ScWklqtW9tV6kVcMsZTdBzUObTma5kvNxe601XW9upVCRSXS3LTjymjQIm75QQxIPXHORjj+Gs/V9XttOu728bd/oVoki4GPMLeZ8inuc7eOeSOOlYUfhv9tJZp53/YE8fs0jpsz4j8J8IqqAP+Q/zyCe/WqT+E/wBuJoFi/wCHevi35FCrnX/C2AoPA/5GCv4uyzwt4yoVubFZbXlGyTSUF1i5aup1UXH0lzbpI83izhHOMfCislxeFjKmpRUqlRq0UqkKSSVF3ko1XNydrTjFR0u101vdXX2S1juGVDNfT2hkK8pGBKFGSOhKL165HJzzNPb3F1qun6pBdrHawSSmYM5xKhTavfH3tp5/u+tYA8P/ALbAkwf2B/H5TcJMHxD4TyJBtweNe6cHP1oOgfttyTzm5/YI8fSRS3SzKjeIfCXy7VjwP+Q9/eTP4/hU4nw049xNSNsrqwjd3so7PsufdLRa230uz38p4dxHD+Hx1XD47D1a9aEkueUlFuXNveDs71J3k021Gnrora1lr0V54j+xWvnlLeCaENKPleVPs+GzznPnYB/3q1kmiSVrK2REPk7kC4AQdhge5z+NchfeF/21LydgP2BPHqRSvvm2+IfCQbcAMMD/AG91yqH0+Ucdc3P7K/bSEyTL+wJ8QCYx8oPiHwlgkgAk/wDE+9qrNPDLjXFyg8NlVaCUUmnyu8lrzX51e7lLpordNDyeHeF8fk2XTji8Rha1Z35WpSjypKKir+z2Tp03KN3fXV6m9qmn2E1p9leRIUS5inOSMfu5RL09SVJz757VT1+W3vYZ7RSYzbTW87qVPOyUTAAf7QVue3vjjmx4d/brt7U6fZ/sA+MhApcRpJ4g8Kk4bOST/b/Xk+3JqGPwd+3E05a8/wCCfXjB0kZRKo1/wqNqBSu1f+J/6Fjznlj2wB2Zd4a8b4asp1sDiJezk5Q92HVxu2nV3cU9G3Z2s7nzud8FcT4vBOjgKmCpqrShCaddtxUVJ8kW6Hw8zVnFK8Uotbs7R7hYdXW3i3uyjDYB/doynB9Mbovb7w59Z7tFZBGI0d3Y8q20hep6c9AB7muai0n9tWF5J0/YA8e+ZJjLHxD4T5xnAP8AxP8AtmoZ9F/bhe5t5YP2CPHiJHKzSp/wkPhP5gyvn/mP/wB5lP4fn41Xws4+lKPs8sqqyV2+X3nq5fbWl9Euq3PuMpybMMJWlKvjMPLlv7O02uWFFNYeK/duzle85NPlfST1Nm6hNr4ss9SmPEelXolcRhd7b7Xk9s/Jxk9BTL2W1/4TOC3kjVUXTrxH3kbXJa0xn1/1hGD71nLpH7ay7CP2AvHu6NSiN/wkPhLIUgZH/If9RVHV/Cn7a9/NBdJ/wT68ayywPuR7jxD4VyuJBIoG3Xx0Kr19PrXs0PD7j6WIi6+W1lGNGdK8VC+vO4tJ1ErJyWl9Ft8KPmVwPicPlyhhq2HlV9vTq2nWap2j7KM7/upJzlBVU20+Z1HraUjQsJNXh8R2mm28Yi0eGyuYoYSxBaSCW3RF5H91JiPZvxpl6i+EIJPEd/pD3t3ql6q3jRBnASFZnhY5BwBtUAgDlh36lrpH7bCwKbv/AIJ/+OvODs5MXiHwoFDEtyM6/noxz9aanh79smKA2if8E+/HvkugSRD4g8JcqBwP+Q/71phOAeOaOY/WK2V15QbfPC6XPGTvJOaqc1+a0/70oq9k9N85yHPsw4eeV4V4OjN06UFVVW7g8NGp7KSiqCT55STn5pN81joHl1KKJ55JQwhMvmRqDlzvDx4xz93Ix/td+9PS9Wu7mW41O/V7c2Q2TQyJt3oY4pCwyASFyRkj728cYrLg0r9uWCOUJ+wT473PllJ8QeE8Bio/6j/TIJ/GopfDv7bb6jDeR/sF/EBQkp8z/iovCWXTacA/8T7Gd+3PTgVw4Xw548oYepSnk823ZKVop8t/ejbna95Nrmeq91r4TqzTw9pZ3mn1qtm9OlFe0nyRblH20oxcZL3E+RVIfA9LVJLa99iC51Wx1exsAoMF3bzySlYivkKsiMiEAYB2yFSeCdufYW7l9O0m4ufEM1woR7URsFx0i86QjPsC30wa5DWPCv7eepaxDqMH7DPj2JILm3kjjXX/AAjyq7xKDnXT94Pxz1UdO9LXNY/aYX4gad8INa/YY+Ir63r2ianq2mWL634VIks7VrO2vH3rru1dj6jbKFYhiJiQDtYr0/8AEO+Oq+JpSq5XVhCUeWryKN5Jz5m9Z2vZQjf+7fds87G+G8KGTNYbMqdTEw5JUeao+WlKnTjTUPg2bcql7WWkbNRR6CqXSmNGd5J8MFmeIgYVowxPYZxke1Y2vW2qXH9iQ2Mqpew30E05fJBzHIr59DjeM/QHtVR9B/bXmubkzfsC+PjDcxqGj/4SHwl1AIJ/5D3cbR+FZfgzwj+3voKZ1n9hjx3dSyPObiQeIPCWXBl3RD/kOjAVWcH3bvXPhvDfj/D1HXWW1eZRkkrRSvOMl/PZJe0nolbRNWu+X6bDcO4illCoPF4ZunVoVVeT5pqFr05S9m20lh6Dcm7zdScXpFuW8f7e0/xAdPu7+KWVws1m5QljCbsGdQDk8I0QznC/L0GK2NGgvNNgtbK4uEKJb+Uijj5lVAo6DsHOO2e+OOdtNC/baiZZbj9gnx+zpM7IR4h8JcIeAv8AyHv7oH4jNZniLwp+33qU1o+l/sN+O4VgvGlcN4g8JfMjQTIR/wAh0/xuh7cL+BK3h34h1sHDCLK58qTu3GN3L3tV7+iSasujcujMf9QsDm3ENTMsVmlKhKagrQlLlSjSpwd/3acpSlBOUn8UlzW1Os16MzWLaT9vH2iON7lBsUn5GJBweepXnnp78t0TxNBe6xd6UlqUECwJbyEgLIGjaQAED+EAjgkcds1gt4Y/baghie1/YC8dS3EcfltNdeIvCh3LtOeF18DqT26Go7fwn+2yLwXdz/wT58aKwm83fD4h8Kht5Vkzz4g/uvIPqRXXQ8O+M5ZdUwuKyqtLRuDSguWbcW3ZVFdPkSs+kn1Sv8ri/DjFYfP6ePy7HUP4iVSUqrTnTXtEuWm6UlFr2jlGN7LlUb2bR0csL6hKs1pe+V5FwI5ycfP+6f8Ah6DDzKSP9j6Zuz6rBDZyajLPut4oxLvj/iwMkdfSufs9I/bUsYBBD+wH4/wGLEt4h8JZZiSWJxr/AHJJ/GqZ8G/tjf2H/wAI6n7AXxBW1FuYEUeIfCOUUoykgnXupDd8j2rmfhnxxi5QhisurckJpK0IX9m3ebup35ltFbW7WSO2nwjick5p5VVoupOk4ycq75faRtGDUJU2uVpTk+sZVP7tzQ8aeKbfTPEnhi35T7ZrM0EsrBVG1LG4m2ZJHXYpA/2Sf4cjSnt5P7eeGdka1XTkV1kUESSFmXBJHfI4yc56dzxPiv4dftxa7rXhO/tP2D/Hvk6Frr316JvEnhMNKjafeWuF267yd1wh5xwp5JAB2LnQf235w7SfsE+PJmEqyW6zeIPCQWMhgR93XgTjAIznn24pUPDbjzDyXJltVLklDo2ryWqvNWatpqkrtr3j1864IwuMyLC0IYyhUrQqurO7VOFTlqNwi0qcnFTi3z/F7rUWmlp0KQaXNqVxr0CBLhlWK5BPzOkUsm3g9s7yD+tL/wAJB5N7HazxZVr8Wn2ndgMfs/m7+mPvBkwD1PXsOOXwf+3Yl7A9v+wX43tIGuw1/wDZfEHhPfLCI5AAN+vMA25lPbgGn/8ACIft0zWtvFefsM/EF5IrnzJGHiHwiN4FwkoHGujsu3twfxqq/hrxxUqtSyytUgoqMOblUopRaSuqjuo7RTduVLRdPOynwyw8MupVcTmlCjiZVOesqUpThJKTaUW6cUpTsm2kuVye6bOx0vV3v7OO8W3Y755YTuJBXYzgMwxwDt6+461Bea9JJqFvplpbSP5kMruSp4Mc0SEHgnncxB9B+XN3vhb9t6a0+xWX7BXj2FHuUlk2+IfCWR85MgXOvHGRjH41LF4f/bdtL1bi0/YE8dhRGiYfxD4TzjczOf8AkPdWyv5dqmPhlxdTxNSrHJqrXvckW1pde7ze/wBPL9dCtwRnOIyqlTlnNFVZOLqWaXI4qDbg/Z7Sm6i5bW5VC70VurtZFklkCgJcIgjkZFzzjcBnAzjd3HG735V9StbdoYpIWQSSyRoHUqSwz0GOQcHH1HrXH3vh/wDbuvdKjsW/YU8epLtAmnTxB4SycghiP+J9jPPpiq8Pgj9ty+0y1g8S/sI/EG5ubYRsJE8ReEQokRgQwxro9Bn8a56PhZxtVxF8TllVQe9rNr3ZJNe+rrmtZN+6r2u9+qXh9UwOWRqYLO6Xt6d4xjayceeLvzcmnNHmcna7aino7x3fG0Ul7PpV/DB5sVhqMd7JIsZdSixTc5IKjtg8YLDkdTenksVSHS1hSe5jtpBbTvEpHmReWcDg4OSGA/2SccVjy6R+2zcP5Uv7A/j9YDEQ6xeIfCQZnyMc/wBvdMbvfmsDT9d/ac1H4laj8KrH9hDx+2v+HtKs9cvbP+2/Cw8i31Ce+igl3nXdjb5LG8BUEsvl5IAZc+nS4D4/lhKGGqZZWUKCnycvLdubcm5P2i05lFOK0cZSv0R4GN8O8TisPVxVXGUKmLryjz3m1GnThyQUYfu2pS5XUmpNJxlGmk7ttdhF4ru7681bTrOARzaVbRmUbDIGlePzQOxAABBGMncOnANq48Qabba9baK8ReaRQsci4IOVlYj2wYOcdytc1deD/wBsqV53tv2BPiDC155f2yRPEXhItIEUgDnXiPTt61Q8M+AP23tGh8m//YP8fT+Td+fZyjxD4S3Rk26Rvn/iegHL+a3f7w+g2q+GWfTTlDKK8VyWUUop87oqLk5e0d4+1Taj/I9WrJPnp8BcTVIP22Z0G+ePM3UbUqaxMnZR9naMlQVOX+Ncqvq32+pTjR7O61wzMY44nlkBJJ+VScrnIyAMdv8ADI8P6lPrX2jQ5yywQq+nqJIsmVgpXcSR0Bik9c7hnGKzr7wd+2VqFmulXH7APj9rX7JJbmL/AISLwl91kCDB/t7spYfjUWneDv21EazudT/YB8dNcwrvmuIfEPhMMZirBnGdex1kmIBGPmHHFXl3h3xVg8qrUp5XWlWcrwnyw9zl1i7e03bSTf2U3a7SZy8Q+H/FGfZ3hsdLH4ZU4wjGpD2rTmnFRmtKNnyRuo/z2je12dfdzafqGojTb4IFUQzxKz43yByw+pG1W79QeMZNHxxLrX9gTT6JcASTWriJxk7SIpH3YGc5KqOneuZu/C37d1wkrr/wT98XLNI+/wA0a/4WyHxjdz4g69PyrQtNC/bd0+CDT7L9gbx4ttBD5aIfEHhIkgFcA/8AE+9Aw/EV5kfDPjjDTw1ajltaTpSg3Cag4uzjKVv3j+OUUmmtVr5H1mV8M53hsZjZV8Rg4xxEK8FKNWUpRjOFSNJO9FXlD2jtJbcu+zOjeN725Ansy0EsEe6Nt3Vidwb5f7uAQT0JyBnmMwSvBbxMbeO6MvnApJuRU8xTIFJAySjEZ2jryRnNc9b6B+2+jQNN+wj8Qm8qR2bHiLwj8wLFgP8AkO9vlH0FUtT8Jft33NlItt+wr4984GXyFl8ReE9gBWVVVsa9nGHXJ6/LwfXD/iHPiQuWMMsnFRtbRPbmWt6lndS97TWyu90/RwPhlkEcRXnis5U5VU7zu4tNuKTvyN3Xs4zveyvKKVrOO5reu6bbeITJqulzS/Y4PPhMaFh5yKVITgbiVuOP908cVFp9xHf/ABCm1Gys/Jlu9HstjzRgSCNZbkyDPUcmMEZ7DOOKyrjwz+3ZcvE8n/BP7xf+7kZtv9veFcHIwf8AmP8A4/gPfM8Xhv8Abcl1Mavf/sAeOBOqhA8PiHwpzHkMVw2vkdVQ8eh9a+i/1F4thgHRp5ViIylQnSb5k46unJJQ9okoylDmnZvorOzZ8TkXAPFOT5w8biMXgqyVanVinPXaspt/uLylFTjCF7bSndc1jpI9RewvGg1TYomvjFbspwEiWISFifTIIJ9SOelch4u0bw74k+IvhTxBbWymCC/mDSqnyu8bb42BHGDIxIPfPeruv+G/21db082c3/BPvxxNuyGFx4g8KYAPXG3Xwf8AIqpp/g39tyxjsrCP/gnv4xS0s9oijTxB4WzGAwPyk+IOvA656Vtwtwbxtw1/ttHL8THEuFalLlcFDkq0qtNyT9pdy9+K5WrJKUr3djDjvw94l4xzecvrGBjheajUjao4zUqTo8yUfY2SfJVldSvJzjF6Js7C71OT7aFhlQtbW5nuYlYHzIyJAuD1B3KDnge5pdSkubPS7y+m8t4oklknjEW7zkEZ+Ufj3wemMc8c3a6B+27bXslw37BHj50aKFERvEXhP5dhb/qPe4/Gn3Oh/trzQt/xgF48kcwPGol8Q+E9oDHkca/nGAvv15r5Kh4Y8fU8RRlPK6nLC17KF2lJSav7TfdJvWOjWyt+gZnw1GOTY/A4DE0JSxHK1KVSUUn7OUHypU/c5XyyataouaL/AL03hGDT7Pw/NcafZ+VLHeSxeXt+/JADGQPl+UFYAcAfgTkm5ZeH0dreEsotY7qSSONZGKYw8SoADjaY3XA6cdOc1zOn+Fv2+LSNIn/YE8XcKZGZde8K5+0OXMsgzr+Pm3njp7Cp4PBn7bMFnaWafsI/EPFvaiF3PiLwiWbBTnnXeuAw/wCBdPT3M54F8Qs0x1SrHAV4qc3LXlk1pG3/AC815Wm091dJOx4XAvh2uCctrxnisJUquCpwtNuPK411OTvRSi5KcaaVmmpObs466WsfYNU8TaP4it7w7DcLsiAAKqLO5cv1wRiaMc8A/wC9zU8ceKdC1vQL/wALpI8k4aG1nkEQYEM5LHHOFIjbPoDmq0HhH9uDTZlbSP8Agnv4wRYiPJL+IPCxZcIEH/Mwf3QBXN+Dz+1P4u8R+JdB8L/sBeLp7/wlrcekeIkbWfDSfZ7uSwtb4Rgtr4V8219bvuTK/vNudysB9Hl/B/EOGxuHrVsrxUlhEvYW9lFpqrKouf39Ulyrd3kuZ9D85zTwr46x+W1qdDFYCnVxUpe3ftpOLg6UIxUI+w92Smpu6to4pPQ9G0jUbXT7HT/D01ufLWT7Eu5AqsFtfMwVIwAFDL9Vx64jOtP4ZtLHTFtzJJIjwxwpGEKGOBmU4C8KTCwHH8Yx0xVRtD/bNLxTD9gT4hb4zkE+IvCRCnBGR/xPuvzN19q5nxB8Of2+NT8b2Ou2f7D3j3+z7SziAt5/EXhLeLhbqNy4265yGhV1OT1foOo+bjwDxniMRzYjJ6rjJynON171T9400+fS7kubyutnY/QML4X0Y1KsYZxTi4UXSpTk7vk5KUVFrkduXklyu7u7PSyZ3mvT3M9q1naRJ58/khpCMq8ZkUMudpyBvJ6cA54zVWHVta01NZv7u1Lm0dcRxKcMBGHYr8g3feJ+vGR1rE8LeHP27dKs7iHVv2D/AB3Ixv55LUQ+IvCZURM5KK2dezkA4OPQe+bsmh/tqybw37A3j/bIhWRf+Eh8JfPkAHP/ABPvQD8qxwnAfHeHw7wtbJZTg3Ft2V2uem5JP2micIuKS2vo7aPnzzwjw0sy+s5dnaUoQkoy5mry9nV5JNclk+epHmeztJtHS2N211Fb3FxZtHK8e8DBO3KqSpJAxyemP4c9uMmLxe19ZvcRWZV0s5rlIycMoTymRW4JG4N6dBkA8Vg23hj9vCDV5tTb9hbx64ePYsb+IfCWB88xBwNdHOHj/wC+T+Meg+EP27NO1jV9Wvv2DvHMhvJ4xYKviHwniGBYIl2Ef28OTIsh78Feew5cN4Z8ZUqsqk8mqPVOKvolr7qvPbXV9ltds93M/D+rLLXQpZ3Sq/uop39xzqupC8m/Zv4IczTeuiikjr72aVvF9jaRzJ9mk064a5jYA7juiCD2yDIcd9p64OKwuJLfxXeFoAS+n2qoix/M4WecN/DyMFSBz1PTOTzmqeGf29L671Jof2FvHiwz2aR6ereIPCW6CX96ruca7zlWjwDkZToO8eveCP24NRu49Wsf2DPHkV5GzKJW8Q+E8eUY3TZj+3vVg3rnv2rfBeHfHdKl7OrlVS3sfZ6KOsufnUpfvFv8LerSjG1+kZp4dwxONhUwua0YqpUTqOUnLlpukoWUXT1cHdpPRyb2vc6HS9Zj0vX4/CFvZlbOGziNoFjIEcatMmDnPA8uLnPO4HjPLPh5DZ6h4O0a+WSK4hl0mIqYyHWVZVR9ytzvUjHOSCBnnrVG+8O/tqXTm6T9gDx4s7IImlHiHwn/AKvfuK/8h/2/OuW+Dvw1/wCChHw++G3hjwdrn7D3ja4utG8O2un3skHiLwmySyQhFVlJ1xSRtDjJAJyOM1pj/D/jzEQVTDZXVhNxip3ablP33Opfn3k2ru93JuW7Mso8N1VySrDM83o+0VdOEI/D7KNFU4Jvk1XNzc0WvhUVe7bXpaT3g1q9sfOVtsKzRqTgAP8AKoJwccxv0/vdCaqabrGpTRXSx2iGS2dhExYqsoJZlU4B5EQj55JJ6AYY5KaZ+3ajKR+wf48I3uWDa/4S6GQFf+Y92TI+pqG28Pft0Wkt7LD+wj4+JurjzY9/iHwkfKHlhQB/xPvUA857159Pw34/hT5Hk8mrQ3S3i/eek1pLW61063Sa9GPh7l7xNbE/2tCFZqUYSjJ2UJpU1FxcHaVOKjJTXxOOiTZ01jq93qVstsIp7e5urRp4mmhwbYEgKHXswz0PXY3PBqPTdWfVNRvY7C2kRLdolcyKfmYM+8DjrgDjP4Dvx2r+B/27r/xE+owfsM+P0tZFtRJC3iLwluPlyzu4/wCQ73Eqjr/D26nRn8N/tui8t57H9gvx/GkU5llU+IfCWZT5TICf+J9/unt0rZ+GvGXsa1snqKU17qVrQ95N3bld+4lFLo057yduBeH2Nw2KwKpZ9TlSinKrzXu5RhNwVuXrWm5yd9E1HaCv0t9rcVjr9jo1zvf+0fOWIoo2qI0DEse3ccdz7VWN5JDcLoV1G6pePPDBIgKpEoD7RwABhU4571ymgeBf24bS0t5tb/YN8ez3sKoN6eI/CexMxqsu3/ifA/MQ3XPGOlas2h/tqzT+fL+wH4+kMc4mtvM8Q+Ev3b7NvbX/AHb862p+G/GNCNOMcoqt8jU37q/eRlUcJwXPZWTp8yfxcsr6OxwZn4cYxVa0MNnNKcKda9JSlJe0oTjQhUhOXK3HRVlHeyUGrN6bul397FbXP2lVlnWacxAfKSN7sikAEj5NvPJPXpglv9oRtqV3pC2paKO1SeYyAKoWRpFKjg5P7p2OcclR3OOcvtF/bzbTXTT/ANhPx2t2WjZZZdf8JFchwXBH9u9NoIHH681zPgfV/wBsr4s+G7zxJ4N/Yw8fXMEHiW70yS5XWPCkRSfTbuSxvIcSa2Cdl7a3KhsEMoBUlSDXNDw349lVq1J5TNOa0tZKMlyWdlPZcsmrW1l5WftS8NcqxH1alLNoRpU5pNOcpScOao5yu6f24TjT1u0otrU7/UIr6/8AEhsltn+yRW+nzRu0e5d32iRnw2DlgIo888bgcjjMPhy2ex8QyvdwbpLnR9PiupETA8xRcbiSAO3HOMccDIqoNK/bkkCmf9gnx4rHHmGLxB4T/ukEDOvdOc+tVtS8N/tzy6TdQad+wl4/ju50dEnfxB4RIVSzEf8AMd6gHA47nrXox4M8R3l7wTymag6Xs9Lav3Lyb5+soKbXdL1Xiy8KcG85eZUc2p06sq8Zp88nyxcpc8rqmtXCbjZLTfrY3vFmq3OmeGtUaElZ1025ktiDzlYyygcdie2fu9+0t9rR0WRjJCzCaZI7Vdm0GVmMYBODx905wTjJxwBXOXPhj9t/ULYw6h+wZ4+cu7+Zt8QeEsGNsqY/+Q902n65A5qD/hD/ANuW71XztW/YN8dy2i3LTxxL4h8JBkkDQtER/wAT7tsk/wC+x17Rg/Dri6OHhSxOT1WuZudlG7XIkkvf/mim1po52ephmfhni5Uq8svzajCaTdO8pWf75yUH7mlqdSWuqlKEL9DtIbu589bcKd8ZAuXMR+ceXncvGOWwPwI+lGwvJbzxFqm+18j7K0UMzspJuIwsjjacDBy/bPQ+uazJdK/bc81Jbf8AYF8eqeElJ8QeEiWQZ4/5D3XJ/U1HZaH+2xau8zfsB+PGkkHzufEPhPLYJ25/4n/YcVx0PDnjqjTrf8I9TmnBRT93R88ZSfx2aaTUU78vutK8UZYjw3zOtCmnm9KUISl7nM4pxVOpCmnaFuZSdOc2tZc1S71afQtqOzXdQtjE8pt9OgmVETJOWmwBjknKdKNRsJ9SSGMGIhZcyBzjzMMEbIHByhcYPHzD0rmxoH7b/wBou5v+GDPH6m4jCI6+IPCW5QFAX/mPY4Jc/wDAvpi1JpH7Z8l0bk/sB/ED5YykY/4SDwjypIyD/wAT727e1ctXww49lKHs8sqx5YxV7Rbcoxt/z8Vk5ap3urLrqvp8JkWPyrEzxUK2FrSqOa5JTajCFS7l/wAu7OVpOndLZyezs9FtWh03xCdAjt8B2a4GOAu54xk8c7nkkbr/AAEeuLOl2UOm28Ol6WBbxQxCMq45bYNiNk8nhB17AdcVyLeGv260uRcxfsBeM5GWJEWSfxB4V3YUhgDjXwPvAmpG8Oft03EFza3H7CHj1I5YlSAQeIPCQMQ2BTjOvHvnGc9a7cZ4dce1cPCFHLKqfLHnvytSmk0529pq7WtfVWb3Z5WSeGdHDZpW+u5lRVBSm6UoTfOoynFxXL7NcnKnJyXM+Ze72Zv+Fk1aXS5JL27R/wDSbhGY8fdmlAYDGOTtP0HepNbV7iP+1oZHtzBaXClm4YD5G9Rj7meo/Sudn8L/ALbkl5E0f7BvxAS2XcZIV8ReEhuY7zn/AJD2erA9awfiJ8Ov+CgviPRJdM8M/sReOoHuLkvO1z4j8JjcjWrRMoxrhx85Vhgev0rPEeHHiFicwqV45ZOCm5bRiklJJNWU7dPRKysfacM8FZNgqmC+s5vTXs/YaNuUIqjJ2T9z324Wcm1rN8zu7npFitnpcVzZCRVxPJJywBO8mQ4B69W574NUft8ekteXdrp5nWHT57mGZVwBIZGeSMuFO0tlDgZztJxxzzCeE/2+JNYvr66/Ya8eGKWwto7NE8Q+EgUljeUszf8AE96ESKOvbt3seIfDf7d9+LWPSP2FPHkSJeRtdeb4g8IkywZBdf8AkOnk4AGMfWnh/DrxBjiZyxGWVZxqcvOrpXtyXd1O+qjJW299p6anh5p4aZFWweHhhM0pRxFPnftHKTjbkxEox5XC13UqU7y3i48y0uddpl1GLB3SRJjHcz7RG+SdssgI4JyQOMeo/LOt/EN5fazY/YrN47S7tnlMLxYdSWgPzjadpBkkzyeQRnjjjPCPw5/b30Pwtpmi6l+xB4+luLTUZbi7lj8ReEiJleWSTbzrg7sOw6YBroLHw5+2hpvNr+wF4/JzIcyeIvCZxvfewH/E/wCm4kD/AGQBSwfhpxrgoVfaZRUqSkpJN2srxsnbntdStJS3Wq63L474J/tfNFVy3OYKCkpW5rXarJv3vZ8yhOmr8q05mr/Ar7WquzzWl1BOYFS5aKNmA4ykkeTnqu7y2684HtnP8EeMdS8Q6DqGrXVn5T2OoXUW3J+dVwwIO0ZwHx0521zug+Cv2/tJuI3n/Yg8eSoLeGJwfEHhIn5Y4lcj/iejklG/Bu3aH4ca7+1L8WvhhoPxR+GX7Cvj640Hxdp1jrmmXp1nwtF9qs7iKOaN9kmuh03xMvysAwzggGvRp8AcYvKamExGTVJz5qThP3bxjGpKVWL99N88ZWu+uuh4OO8L4ZRntCvkubUpU508TGs3Nr3qlHkoyUHTa/dyStZ6J3+yj0cSW0ipHCyKPNZAjAfMyvluueflY/mfequp3VhaRnVrsF0glWSNlAI+4U4JOAfmY/Q1jSaL+2fNC0LfsBfEBAWYhk8Q+EsruB3EZ1/r8zfnWTa+G/2/1uLqS8/YV8byRyXqvbwf2/4TCpEIVUqca6DnzBu69PyrxKfhhx9CopLLa1lf+W9ndPVT3s2nfu/I9rLeDnVw+JWMx+HTqOk2ru8uSUZtJqnaN5RTuv5Yu12zR8E+HmsvFF3rd1Kxlt7aa2JMRBffeTyHBPX+E9+v59LdiVZlhSTDyq0QZeNm5c7iRz/AB26jmuRtvDv7cyIY5P2AvGsQyGVrbX/CgO4dM7tfIx1qbV9A/bg1CCJIP2D/AIgRvFLEwf8A4SHwjwFdWYj/AInp5IBHpzXq53wL4kZ3mqxNTLavKoRpq6jpGMOVbT25m5W87evkcMeHryfKVDE46h7aVaddqErxjUdf2yak6aUlKLdOzilH0djpItRec2IvQY3um+aJlwQNrsAcgEHgfQjjNVtJu5riQ6jJOot5tRnLhlyDtcQx4PHXarD17E4yec1fwv8AtyatAqSfsF+OxImo29xG48Q+ExtVHjZ1/wCQ93CuPo3UdasweF/2ybdBFF/wT/8AH4jDBhF/wkXhLarBgwI/4n2euT171ivDfjT6tOH9k1YuejSUGormnL3W53urwSb/AJW76nNDw/x+HxcKv9pUZ+zTa5pt89R08PSbmvZ2tKLxMtb2apq2qcdzSHuoNU+x6mysWhiZI0j+5KzTs79BjIAGe+Pc55TxJd+f8U/Dt/dxeVbXMCyTs4+UbbW+Gwkrj/lt0yOnTmrtnof7c8F3DczfsGePD8s32gDxB4S+ZmZCuP8AifdlXFVL3wb+21c3Ic/8E+vGcyRyFofP8QeFcx8FQBt8QDjB7+pr3eHeEeNsozSeJrZRWfPQqUW48qa9pSlT5opzSupNS13au3c8viXwvzvMME44LNsNzKrGqoSnJU3atUk6bl7NvljTn7lorRqNlbTW17VrWTxV4as4JHK3Ul1crEFVgEji25PJ6PIhBxgeo4Bh1PxxYQeLJPDQWOV5dVt4pYxcqD5csK9Ruz1ZeMfxD1GeW8R/Db/goBr/AIp/4SM/sM+NotnhfUNNgSPxF4UGyedoGSXB109PLYHnjIwDzWV4h+BX7eeu/FWT4gN+xH4+EC3dtJa23/CT+FBtSKMAqQNc7vuPXv26V4E/DXj6vh6FOeXVU6cZ6+7vKbmtprVaK/lfc/cuEuEuCsoznGV8TjqKoVsOoKF5NRcVU5Yt+z95J1Gr6XWu2i9ZS5n0DSwblFWG3mnykabVEIZzEo4wMLtH4cVYtoY7bVLyOQEi8xcqSehVEjIwfTap+p5xxnmbjQv237qYLJ+wX4+EBJEsQ8QeEvmXggf8h71Bz7GmXuh/t1XFtCYP2EfHy3Ec8TO//CQeEtpUOvmDH9vd03ge5HIrk/4hp4h/V3FZbVU5fE9Hf3lNN+/fmU023d3TtqfBw4HwlTOo1cRmFF0J3k4xbSpy9n7NQUeTWnyXi+W2vLPlurF7w34me/mvbPUpMfZJbuQvOowALyZU6jgosan/AIEv1qDXbXTdMvdH8M+GFih+wXZu/KTkRozmE8YJXmdmzxwhHuMa28BftuWnmPF/wT68Ys9yg+2NJ4g8LHzHO0seNf8A7y57VYi8KftzLOZX/wCCe/i3LlvMI1/wtk7iCf8AmYO5r7OfBfE1DM5YjC5XiFTcdKdqahzuk6bk17XW3tKrjptJbXaPyp+F3GksLCj9bwPPGpJuq60uaVNYiNaEbewdk1So3i27e9HXS/U6HrU+r6lLAIjCIrWF23DBDGSQMn3R0CD/AL6HHrctYBbXFxfm+AjupPNKu33T5aKBz04QnHvXG/2B+3pvyn7AvjGISSKbgw6/4VBddxJHOvn1b8atf2F+3BNeme6/YL8fmMFvLiTxF4SAGURef+J9njD9/wCL8vkcf4a8eVa83hcqqU6coxi4+7L4dXq57uWqfZLzP0Xhvw/nhMJh/wC2M0ozqUp1J/u5PfmpqN/3aUuaEEmnZRbl3L+geNdMvbmV9Twu+7H2SRwNq/6PAxwxxzmUj6A9Og1dHsBZhbeaYyubq4uRIY9mA7sVUgdcLJtyeu3P082+KB/aF+E/wu8Q/En4h/sB+PrPw34Z0e71nW7oa54XlNva29uZJpAkevF3xFETtUFjt4BNdBY+Hf25LbWZb+b9g7x7JFJaogQ+IPCWVkDyMxGNeHBDAf8AAfxPq554b8TYiE1lmV4iEZ2vCSg17nwOLVRtbyc1s3rr0+X4Y4E4shjI4jOsdhOenFOM4SfNKU7KtGf7pKV4t8snq7crsmdZf3lnpOktN9lIS2gDRxRr1CjOxRjg/L0A4xUFhNpepBdesCBBcyOs6beZXJSIN7YCL+GPQVy2o+HP27b68jnb9gbxo8cXmBIpdf8ACmPmGAxxr/3sZB5xz0plj4R/be0/RZ9Isv2AfG1ujQ7bYQ+IfChCMBhWO7XycjA/KuCn4Y8Zwy2S/s3Ee3lLV3i4Om78yd6l3Lm5Zp20d+up68eBc+Wc0qv9oYRYeNKO0n7RV42jGVlRtyxhdNJpPkjpojq7+7S31aKWSZWijt7g3UrEARKpRuT24I6kcUtyLg6jdSXxRbNrJESSZsKjb5BJnJxgrs7/AMP0rm7XQP25Vt7P7X+wX47aZBm+ZNf8JYnYx7T/AMx7uwU8Y6U6fw3+2qNNuLG2/wCCfvjk+eWLLL4h8KbW3k7s7dfB71hV8LuNq0YXy2snFRjoofDduT/iJJq75ejVk7PmZ7nDuVcRcON4aFfCVKbdaXM601JTck6bT9m21L2dPm2tFzTvaKNDR/EN03hafX9RSSaRBcTRwR8uY2leSJce0YQdOx7Vj/FBIdQ8PeIGMzSD+wpYYUMe7MhYsHXg52hl+nOAM06DQ/287a0+wwfsCeMlhWERxxDX/CpAA6DnX84I4P04xTL7w9+3hfxPb3P/AAT88WyRyZDq2veFuQQB28QdcD9K+i4b4M404dz2njqeUVrQqqcbON+RVKU1Gzla6VJJtPXmevfwePOAM44swPJhcdhISdGjFxnO8XVpRqJyTVH4ZSqyaTWnKrp301fFEXh/wdog1zS9IM4gm81orcbjIrSxM2ByM/JHj0CjBFbmj+deabFdahEhaUh+Vxk5+ViNo52he3UcetcUPCP7cRt1tH/4J6eLPKThFGv+F+Bx/wBTB/sj8qu/2F+3Qmrx3UP7CPj5bYBw8H9v+EeAUjC7f+J7nIKseveuHM+AuPMZlcKCy2vOspzk6s2nJwduWNlVdmndt38uiZ5XD3hZmGDzqrisTjsLQo+xjGNKjUcouajyTbvRVlKDly3T1vte5u6WNagmmk1CUSyNu8jzF27QcZ/g6dM9RwPwp63NeWfjnS7+BxJC1ncRuqJnYjSW5LEjgZKnk8YBx7UbXRP234kinn/YN+ID3AtljlkHiHwkATwWYAa8OSR/hiqek+Ef25LOW4nu/wBhT4gO8883zr4i8JZjhaSR1Vc67jIDL1z93vWeH4G8QqePqYmeTyalTnTcVGKVpw5NPf8Ad5dJaLV+rPZw3hNgaeRQwbztKdOrSqJ88rPlrudS9oXm3C/K5fz8unKmdLd6hJpl9d3k1gWb7ZFDbsfl3rKIEJHy/Ngkev3cZFP0XVNBtNQl8O6bFBBb2ccUcKxlVUtlzsAx1G0Hr3/PndP8K/trpplnpGp/sHfEKSG3ghWR08ReEd7SIQd3/Idx1UEe4544qnP4M/bjmu4b5f8Agn14vSa3kDxSpr/hbI5BI58QEc4weOh4weaul4c8W4jCyo4rLMRFuNk4cvLeKiqcnF1dbcsk7K8fayavZI8jM/DbOsLmFGeVY/DVacZuU1VqODanUqOooS9jKzlFwb7unC71Z197NKI4tS0dhvl1KESJuGWRmVXGADnCgt9FPIHNLc399p+hQzyhjJHGTcfJ12xM393jkAdBXOW+h/t1Pfpd6l+wV45ZY2R0jj8Q+FAFcLIrHnX+QVZepPIJrNu/Bn7ff/CYRa9p/wCw748W0NksFzbS+IPCR3/NI7Ef8Tz+8yY5HC/nwUfDnj/lpQrZROShLmbtG8louVvn6JNJ9HbsfU5j4Y5fjcRipYLOIYdVKLjCLqSnGMk+aMLqCdua92k7tvodjaX6xQaKrwMWv2SOffGFKkW7P8wxhSDGOOME/no3MscIVo5MAy7d64bDN3OenJP5++K4/UvDn7cFzJPcWn7Bfj7zCpNo0viHwl+7fyygbjXv9ps/hxUPhLwr+3P4e8PW+i3f7CXj6d7ePash8ReEjk7mIz/xPhngqPwrDF+GPHtdxq08rqRlebktGnzTlJW9/aMZKO2vLt29HB8EYKGFqvGZnTqaUIRipuLdOFCEZNvk0lGcZqDTulNyTTVnt6XZ2Oq+ILzXruz2u9mltExG1goubgEAjHX5DwfT1yS48Urca9qNsNOlVNBCztLjPnlopflXjrkjvyew78J46179snwTrnhvw7cfsMeMbHUfGPiM6VoYfWPDEhvJ0tLjUJYiV11lTNpYXLbm2rlAAQzKDvN4V/bknvpLy5/4J+eMWNw0X2kjX/CuXEZ4/wCZgxkc4+pz2x70OAuMKuOlWxWVV5xVKFOmrx9zlcE7fvLNOm6sVfZ1Oa10j4vHeG2df6uwwmCx2EhUWJr1m/bSs1Lm9ne9D421Qbad0qXLezu+sutYyYrqxEhEk8tvsUE4dGZS2B23IR+I+lZt14h0/RPGd6uoXakNZ2iPMXVBH+9uGwx4AwHQcn+IevNC38MftmWMaLZ/8E/PHhMRkaNpfEPhMkM772PGv92wa4/41fCP9vv4meFLnw/ov7B/i+ynu76yM163iPwssgtY7uCSZQf7dYB2hjdR8v3iOR1HPg/DbiijKrReVV+SdOcOb3L3coODfv35YqLvZ3k2r6I9LB8E8QY7P8FiMdmeGVOniaMpPnd1RXtPbSsqT5qslKPIn8KVlJM9addJMBJkgZY8KjO4+UDhQSefvCuK+E2pRX+qT6jcr5EkWi6bFcyTxBWkkMbs5JIB5Lqe+euBmmQ+E/26IYJYE/4J7+LAsyKkijX/AAvhlUkgH/ioPUn86jTwB+2lNaT6Vff8E9vGYtLtEW8SHxF4WBcIoVACfEHGAq9OePrXqZVwLxXgcoxuX1MuxMvrDglO1O8IXg6nu+1tJtJtRbS5lF6Ntr5jH+GvEONzTB5hKeAjLDxm5RjXmvaVFTnGiub2CahFqnz9ZXne8dH3Nldi6v7yC7i/4974RxZPGPKSTPOO7H15HtwspVdPN5fW+XtS8saITldu4Lge68dOc1zTeH/20UvTqFt+wF4+WVyDM3/CQ+E/nwpAz/xP/elh0L9tSM+ZL+wJ4/kfy1Qs/iHwl8yjPBxrw/vH9K+Un4X8dfWVUp5bWUUo6JRWqjGM0v3milaeu/vbbo+0lwpja2QSp1cTh5YmfPFtzuoxlVrVINP2a96H7m6ejbbWsNbss8CeJYpLVJJUkv5pHdY9ypMsKwjJx8owSufXjBzWjLeQ6QsVvaWsREt3iKOEAhS0jF24AwdpOfQnn1PGW/gj9uWDQ7bTV/YO8dCZERrmb/hIPCRMkyqSX/5Dv/PURv0H3cYxwb9n4e/bet+X/YG8eMVuPNj/AOKi8JkKSzljzr/dWx6V6+O8P+N8S6UVldZwhHlafL71k+Vu1Sy1dnp8KWurPByrwmnl9DF1p5pQdV1FKkoyaioubU05Om5JOCTSXWTv8MWbXhrw4nhezFlfanG7C7vJYT9xVE9wXAxxk5bH1JAq1Y6aNLkurm3kZoWhWQRQxk7nMksrlcdSxcfXFcrrXhf9t/VJ42f/AIJ9eMpUjZHUz+IfC24Orbh93xAOAQDirNroP7blpoS6fB+wT4+imSMpF5fiDwl5cYVQExnXifrnP86yzDgPxJzBTxFbBVp1az/excacYbqSceWo2nda+6rczabbafTlfh9i8qrxwtHE4SFClPmo1VOVSq3KPs37SLpqyhB80ffkuanBWV01tf2yZ9ci0S1iYx3NhJK8zBmCgNGFXnIB2yN9eKm1PxHaabHcPdTbVt7SS4lZWGAAcAf73Tjv71z+l+Gv2z9MSJYv2AfH2Y2YFh4h8JZKYCqP+Q92VUH/AAGqGq/D79su/uEvYf2CPiFHN/aEdzKR4k8JYkCkblP/ABPuhCr/AN8ion4Y8TyxUVHKaypQiltG85KTvJvn928LLS9mlpvf0sDwtxBiqU55rmWHdeo5+/GTSjFwahGypxU1GaXKna3PJ62R1eqyvbeEJ47iYG4TT3RpVbGXWNiSMkd1ODnP07fY3wqtrWz+F/hu0sbYQwxaBZpDCqbRGogQBQO2BxivhrUNA/bjbS5oNJ/YJ8dxXQtXS1nfxB4SO1yDy3/E+ORu56V9I+A/j38eNB8DaLoeufsCfFh72y0m2gvHh1rwfsaVIlVyv/E/6bgcV+u+B3CfEvDOZY6WY4adGnUhC3NZJyU3eyUpK/K990m1tv7dXA16NJ18TWp1KrqVPglze5J80LLkjyRSfK43a5tVtc9yooor+jDmPI/Cf7Cn7LPgf43P+0L4Z+GcsHiY6pfanbGTxDqEun2OoXqut5fWunSTtZWl1cCSUS3EEKSy+bJvdvMfPl37Wv7ZWs+B/ir4hsPh3+yhb/EiH9n/AMOweOvHGs3Xi8aZcaMLqz1GERaXAbaYX9//AGet8xike2iEdxGvnb5AF+ra+TP2mP2QP2qNb+Jfxa1f9mXXPAcej/HnwJY+HfGF54wv7yG78M3NvBd2Z1Oyht7aVNRLWlyi/ZZZLULJaq3nMsjIoB9R+EvFOh+OPCumeNfDF8LrTdY0+G+065VSBLBKgkjcA8jKsDz61oVj/D3wRonwz8AaH8N/DSuuneH9HttN08StlhBBEsSZPc7UFbFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXyNP/wVf0ry/i5DD+zN4ys9R+HXizwx4X8NaH4i26dfeK9X16SKCxjSKRT9kgM88QMzlj5fmSlAECt9c18jfGz/AIJ/fFn4kfET4xfE3wz4w8OWWp+JPGfgHxb8N2vXnkjh1Hw00E3k36rGCkE8kJhLRNIyxzM4G5QpAH6j/wAFLPiJ4XvtR+B/jP8AZjsoPjdD480fwvovgTTPHhudI1STU7C51G3vl1Z7GKSO0S1sNSeVms/NRrCRVik3RlsyL9vrW/GXxA0Lwh4b/ZK0u8/aJ0/xZ4h8Bz+FtR8dmDS9Gggs9N1fULo6sti8j2MtvJokiMLLzXkuIEMUe2QrR139g/8Aat8bfEm4/bX8Q3Pw70/4y2PxF0PX/DfhOy16+uNAj0zTdI1PSf7Mn1JrKO4Z5odb1SU3K2QEckkAEMgjJc0P9g/9q7wT8SbT9tbw/c/DrUvjLe/EHXde8TeFL3Xb+28Py6dqWkaZpQ06DUlspbhXgh0TSpBcNZ4leOcGGMSqUAN7wz/wUy+Ifxjm8OfDf9nP9luDXfiZdWniSfxr4Q8TeO10mz8MHQ9V/si9ie+js7n7RJLfbktgsKrNGjSu0Cis+D/gq/4j+KfhKLxl+yf+y1P42t9H+E1l4/8AiDZ634vTR7nRLS6e8SLTLdBbXC3up7tOvwYWeCEeQubgealZ3w1/YK/a2/Zm8V6R+0X8EtV+G/if4ka3YeKovibpXijVL/S9Imuda1062k9lPBa3M2yymeW3WKSJTcQsC0kDrk5fgv8A4JtftV/sseEL3wn+yj438A6zP45+DumeDfH2r+N7m9sTp+qWkupSHXrKC2gnF0JG1a6zYySQAeTBi4Hz5APtP4afELwv8XPhx4f+K3gi8a50XxPolpq2kXDptMtrcwpNExHYlHU496265j4KfCzQfgX8GvCXwS8KzSyaX4O8MWGh6bJPje1vaW8dvGWx3KxjPvXT0AFFFFABRRRQAUUUUAFFFFABRRRQByXx4+Ko+BvwY8UfGAeCNb8TP4b0S4v4fDnhqyNxqGqSRoWS2t4x96SRsIucAFskgAmvl/xF/wAFPfj34A+Nulfsf/EP9jPSIPjL4vj0648CeHNF+KRvdGu7a5j1OaaS/wBSOmxyWBt4tJvHkC2k4fCLC0xLbfpL9pzTP2gtb/Z+8XaL+ynrmgaX8RrzRJoPCGqeKJHWwsrxxtWeUpDOfkBLgeVICyqGUqSK+Ovh3/wT4/av8A+IPCvxf8K/Aj4UaR8Q/BXi7/hJLrxVrfx31vxNqHxBnl0y90q5tdWv7jw7bS2iC3v5ZYJIUnjgkiWOO1WJ2AAPSdH/AOClvxD8dX2h/Bb4Y/sx2d78Z73xP4j0bxB4I1nx59j0nRRoYtGvrx9UjsZpJbd11HTDAVtN8n2+PekO2Tbj+Df+Cg2s/GHxVpeufsnfsc2/iP4oa94Eu7n4i6T4k8bpow0O10TWtQ0v+zGuktboXVz/AGn/AGtHbqI44nEUzvLEpXNbwj+wd+1h8JfiHpP7Y3gW8+HWtfF698ReLb3xv4Y1PW7+w0G4s9dGlL9ltr9LOe4D2i6FpQWV7X9/suMpB5i7Ivhd+wP+11+ydq2lfF79nTX/AIb+J/HOu+E9Z034kw+Mb+/0zTm1LUPEF94gGoWbW9tcyyRwXmq6hGLWQRmaJ4v38LIdwBoXv/BW+/8AHngW6+L37LP7NFx468JeGPhLpPxD+IN5qfitNIvdM0/ULee6isLO2NtOL7UUt7WaR4HktolzGonLSYGn47/4Km3OkXPi34m/Db4DReJvg58N9U0fT/iF8RD4t+yXdtJf2tjePLY6cbVxew2trqVnNO73Fuw3SLGkrRlTweh/8EwP2lv2b/hbrnwE/ZQ8c+B9Q0L4hfBnQ/A3jPxD42ubu1vtHvbGyubGXXLS2treaO+aaC53fY5JbZUkgU+cyuVGn4t/4JpfHPRvCvxD/ZJ+DmseCk+Cnxa1vSL3xLqeuaneLr2g20Gn6bp1/ZWtrHbNBei5t9LjKTSXEBgkuZSY5gqLQB9x0UUUAFFFFABRRRQAUUUUAFFFFABRRRQBwX7SHxb8a/Bj4ZnxT8Nvg1qvj3xDeavY6XovhvTJGhWW4urmOATXNwI5BaWkQcyzXBRxHHGxCu21T83+FP8AgqJ8ZviF8XtS/ZG+H37Jmg6n8afDusanB4n0IfFNl8N2VhY2ek3Ul5HrC6Y0spc63YQLAbJJBMZg4jWIufo79pPw98fvEPw5RP2bPEfh2z8R2mrWtzJp/i23ZtN1qyWT/SdOnkSKWS2WaIsBPHHI0bBTscblPxz8B/8Agmp+1T+yp8cbz9rL9nL4ffBDwzqWpxarpf8AworSNdv7Lwno2m3sWks09pqEOl+YLn7XpKzvGthDDILmVQI3zM4B6Ho3/BUrxt8ZdH0g/sofspSeL9cj+HDeMvHeg+IfGiaO+gQLfXmn/wBnRyR2t0t3qD3mm6lEkZ8mE/Y2Zp0DrnDuf+CnvhnT9A8b/tG/srfsuL4t+H+keCdD+JPxh8WS+KRpt+ttf6Lb3MX2Oy+zTDULyHR7a0lkiea2QJ5KJJI5KiL4bf8ABPf9rn9kiG38SfsteLvh5r/iXxR8MB4Z+Id14zu77TbWDVRq2q6sus2SW1vctOq3Wu6kDZSGHenkD7QhVs5kv/BLX9oL4M/CDxj+yb+y54w8FyfD74pfCnQfBPizxB4svbuDV/D/ANg0RNBn1CztoLeWK/km0+GArFLNbCKeIsXlV9gAPRfGf/BTfVtD8TeJvGnhT4BQ618G/AvjvS/CPjL4kDxeIbyG+vDYq1xaaZ9lYXVnbPqFss8rXMMgKzeXFKIvmn8Pf8FJPEut+PdJ16b9nhIPg/4i+LV38ONB+Iy+Lw9/PrMF3caeLh9L+yhY7CXULWW0jnF08jMY3MCxvuHJ+K/+Cdvx8jh8a/sxfD7U/A8XwR+IvxK03xZrWqahqV4PEGkW8TafJe6Vb2i2zW9ytxJp523T3MTQrduDDMY1LW/Cf7BP7R2kat4a/Z91XWvA5+C/g7433fxH0rWYNRvG8Q3e/VrrWrXSJLM2wt4kg1C5XN2Ll2kht0TyEZmcAH2XRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHjv7dv7Y3hP8AYZ/Zx1347a94Xu/Eeo2dnOPDfhDTZxHda7ex28tx9njYhhGiwwTTyylWEMEE0pBEZB8b1r/gqv4lttJ1/wCLXh39mdNQ+F/w9uNCs/il4vfxqIrzSbvULOwvZhY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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" } } ], "metadata": { "execution": { "shell.execute_reply": "2020-08-27T08:59:26.243Z", "iopub.status.busy": "2020-08-27T08:59:16.947Z", "iopub.execute_input": "2020-08-27T08:59:16.956Z", "iopub.status.idle": "2020-08-27T08:59:26.207Z" }, "tags": [] } }, { "cell_type": "markdown", "source": [ "Extract and threshold syllables from spectrogram" ], "metadata": {} }, { "cell_type": "code", "execution_count": 34, "source": [ "specs = [] \n", "\n", "plt.figure(figsize=(10, 10))\n", "for cnt, (onset, offset) in enumerate(zip(syllable_onsets, syllable_offsets)):\n", " spec = np.log2(specgram[:, int(onset/hop_length):int(offset/hop_length)] / sm[:, np.newaxis])\n", " spec = spec[4:-20:2, :]\n", " spec = spec - 2\n", " spec[spec<0] = 0\n", " specs.append(spec)\n", " try:\n", " plt.subplot(4,4,cnt+1)\n", " plt.imshow(specs[-1], cmap='turbo')\n", " plt.xlim(0, 50)\n", " plt.colorbar()\n", " except:\n", " pass\n", "plt.show" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 34 }, { "output_type": "display_data", "data": { "image/jpeg": 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", 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" ] }, "metadata": { "needs_background": "light" } } ], "metadata": { "execution": { "shell.execute_reply": "2020-08-27T09:00:16.338Z", "iopub.status.busy": "2020-08-27T09:00:13.812Z", "iopub.execute_input": "2020-08-27T09:00:13.819Z", "iopub.status.idle": "2020-08-27T09:00:16.312Z" } } }, { "cell_type": "markdown", "source": [ "Log-scale the time axis to reduce differences in syllable duration and zero-pad all syllables to the same duration" ], "metadata": {} }, { "cell_type": "code", "execution_count": 35, "source": [ "spec_rs = [das_unsupervised.spec_utils.log_resize_spec(spec, scaling_factor=8) for spec in specs]\n", "\n", "max_len = np.max([spec.shape[1] for spec in spec_rs])\n", "spec_rs = [das_unsupervised.spec_utils.pad_spec(spec, pad_length=max_len) for spec in spec_rs]" ], "outputs": [], "metadata": { "tags": [], "execution": { "iopub.status.busy": "2020-08-27T09:00:16.518Z", "iopub.execute_input": "2020-08-27T09:00:16.522Z", "iopub.status.idle": "2020-08-27T09:00:17.168Z", "shell.execute_reply": "2020-08-27T09:00:17.173Z" } } }, { "cell_type": "markdown", "source": [ "Flatten 2D [time x freq] spectrograms to 1D feature vectors" ], "metadata": {} }, { "cell_type": "code", "execution_count": 36, "source": [ "spec_flat = [spec.ravel() for spec in spec_rs]\n", "spec_flat = np.array(spec_flat)" ], "outputs": [], "metadata": { "execution": { "iopub.status.busy": "2020-08-27T09:00:17.183Z", "iopub.execute_input": "2020-08-27T09:00:17.190Z", "iopub.status.idle": "2020-08-27T09:00:17.227Z", "shell.execute_reply": "2020-08-27T09:00:17.245Z" } } }, { "cell_type": "markdown", "source": [ "## Dimensionality reduction and clustering\n", "Embed the feature vectors into a 2D space using [UMAP](https://umap-learn.readthedocs.io/) and cluster the resulting groups of syllables with [hdbscan](https://hdbscan.readthedocs.io/)." ], "metadata": {} }, { "cell_type": "code", "execution_count": 37, "source": [ "out = umap.UMAP(min_dist=0.5, random_state=2).fit_transform(spec_flat)\n", "hdbscan_labels = hdbscan.HDBSCAN(min_samples=10, min_cluster_size=20).fit_predict(out)" ], "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/Users/clemens10/miniconda3/lib/python3.7/site-packages/sklearn/manifold/_spectral_embedding.py:245: UserWarning: Graph is not fully connected, spectral embedding may not work as expected.\n", " warnings.warn(\"Graph is not fully connected, spectral embedding\"\n" ] } ], "metadata": { "execution": { "iopub.status.busy": "2020-08-27T09:00:17.234Z", "iopub.execute_input": "2020-08-27T09:00:17.239Z", "iopub.status.idle": "2020-08-27T09:00:23.206Z", "shell.execute_reply": "2020-08-27T09:00:23.229Z" } } }, { "cell_type": "markdown", "source": [ "## Plot results\n", "Syllable spectrograms embedded into a 2D space, colored by manual syllable labels (left) and by the unsupervised cluster labels (right). \n", "Syllables fall into separate groups, which are consistent with the grouping imposed by manual labelling (left, syllables of the same label are grouped together). The clustering (right) recovers the manual separation by tends to find more subdivisions." ], "metadata": {} }, { "cell_type": "code", "execution_count": 38, "source": [ "plt.figure(figsize=(16, 8))\n", "plt.subplot(121)\n", "plt.scatter(out[:,0], out[:,1], c=syllable_types, cmap='cet_glasbey_dark', alpha=0.2, s=8)\n", "plt.xlabel('UMAP 1')\n", "plt.ylabel('UMAP 2')\n", "plt.title('Manual syllable labels')\n", "\n", "# colormap with cluster label 0 (outliers) grey\n", "cmap = cc.palette['glasbey_dark']\n", "cmap = list(cmap)\n", "cmap.insert(0, (0.7, 0.7, 0.7))\n", "cmap = ListedColormap(cmap)\n", "\n", "plt.subplot(122)\n", "plt.scatter(out[:,0], out[:,1], c=hdbscan_labels, cmap=cmap, alpha=0.2, s=8, edgecolor='none')\n", "plt.xlabel('UMAP 1')\n", "plt.ylabel('UMAP 2')\n", "plt.title('Unsupervised syllable labels')\n", "\n", "plt.show()" ], "outputs": [ { "output_type": "display_data", "data": { "image/jpeg": 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" ] }, "metadata": { "needs_background": "light" } } ], "metadata": { "tags": [], "execution": { "iopub.status.busy": "2020-08-27T09:00:23.219Z", "iopub.execute_input": "2020-08-27T09:00:23.223Z", "iopub.status.idle": "2020-08-27T09:00:23.374Z", "shell.execute_reply": "2020-08-27T09:00:23.397Z" } } }, { "cell_type": "markdown", "source": [ "Confusion matrix to compare manual and cluster syllable labels. Most syllables are assigned a single cluster labels." ], "metadata": {} }, { "cell_type": "code", "execution_count": 39, "source": [ "uni, syllable_types_relabeled = np.unique(syllable_types, return_inverse=True) # remove non-used labels\n", "C = sklearn.metrics.confusion_matrix(syllable_types_relabeled, hdbscan_labels, normalize='true')\n", "idx = np.argmax(C, axis=0) # re-order columns\n", "\n", "plt.figure(figsize=(6, 5))\n", "plt.imshow(C[idx, :])\n", "plt.colorbar()\n", "plt.title('Confusion matrix')\n", "plt.ylabel('Manual label')\n", "plt.xlabel('Cluster label')\n", "\n", "print(f' Homogeneity_score: {sklearn.metrics.homogeneity_score(syllable_types, hdbscan_labels):1.2f}\\n',\n", " f'Completeness_score: {sklearn.metrics.completeness_score(syllable_types, hdbscan_labels):1.2f}\\n',\n", " f'V_measure_score: {sklearn.metrics.v_measure_score(syllable_types, hdbscan_labels):1.2f}')" ], "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ " Homogeneity_score: 0.91\n", " Completeness_score: 0.96\n", " V_measure_score: 0.94\n" ] }, { "output_type": "display_data", "data": { "image/jpeg": 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", 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" ] }, "metadata": { "needs_background": "light" } } ], "metadata": { "execution": { "iopub.status.busy": "2020-08-27T09:00:23.985Z", "iopub.execute_input": "2020-08-27T09:00:23.989Z", "iopub.status.idle": "2020-08-27T09:00:24.067Z", "shell.execute_reply": "2020-08-27T09:00:24.090Z" } } }, { "cell_type": "markdown", "source": [ "Average spectrograms of the syllables in each cluster reveal the spectral features that discriminat syllables." ], "metadata": {} }, { "cell_type": "code", "execution_count": 40, "source": [ " plt.figure(figsize=(8, 8))\n", " for label in np.unique(hdbscan_labels):\n", " if label>=0:\n", " idx = np.where(hdbscan_labels==label)[0]\n", " plt.subplot(7, 7, label+1)\n", " plt.imshow(np.mean(np.array(spec_rs)[idx], axis=0), cmap='cet_CET_L17')\n" ], "outputs": [ { "output_type": "display_data", "data": { "image/jpeg": 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