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{
"cells": [
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: wordcloud==1.8.2.2 in d:\\python\\lib\\site-packages (1.8.2.2)\n",
"Requirement already satisfied: matplotlib in d:\\python\\lib\\site-packages (from wordcloud==1.8.2.2) (3.3.2)\n",
"Requirement already satisfied: numpy>=1.6.1 in d:\\python\\lib\\site-packages (from wordcloud==1.8.2.2) (1.19.5)\n",
"Requirement already satisfied: pillow in d:\\python\\lib\\site-packages (from wordcloud==1.8.2.2) (8.4.0)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in d:\\python\\lib\\site-packages (from matplotlib->wordcloud==1.8.2.2) (1.3.0)\n",
"Requirement already satisfied: certifi>=2020.06.20 in d:\\python\\lib\\site-packages (from matplotlib->wordcloud==1.8.2.2) (2020.6.20)\n",
"Requirement already satisfied: python-dateutil>=2.1 in d:\\python\\lib\\site-packages (from matplotlib->wordcloud==1.8.2.2) (2.8.1)\n",
"Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3 in d:\\python\\lib\\site-packages (from matplotlib->wordcloud==1.8.2.2) (2.4.7)\n",
"Requirement already satisfied: cycler>=0.10 in d:\\python\\lib\\site-packages (from matplotlib->wordcloud==1.8.2.2) (0.10.0)\n",
"Requirement already satisfied: six>=1.5 in d:\\python\\lib\\site-packages (from python-dateutil>=2.1->matplotlib->wordcloud==1.8.2.2) (1.15.0)\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"pip install wordcloud==1.8.2.2"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: jieba in d:\\python\\lib\\site-packages (0.42.1)\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"pip install jieba"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"from os import path\n",
"from PIL import Image\n",
"import numpy as np\n",
"from wordcloud import WordCloud\n",
"import matplotlib.pyplot as plt\n",
"# 获得原始停止词列表\n",
"from wordcloud import STOPWORDS\n",
"import jieba\n",
"import random"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"text=open('西游记.txt',encoding='utf-8').read()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def count_w(lis):\n",
" dic={}\n",
" for i in lis:\n",
" if i in dic:\n",
" dic[i]+=1\n",
" else:\n",
" dic[i]=1\n",
" return dic\n",
"def word_freq(text,lang):\n",
" text=text.lower()\n",
" text1=jieba.lcut(text)\n",
" chword=[i for i in text1 if '\\u4e00' <= i[0] <= '\\u9fff']\n",
" enword=[i for i in text1 if i.replace('-','').isalpha() and i not in chword]\n",
" if lang=='ch':\n",
" return chword\n",
" elif lang=='en':\n",
" return enword\n",
"f1=open('baidu_stopwords.txt',encoding='utf-8')\n",
"stw=set()\n",
"for i in f1.readlines():\n",
" i=i.strip('\\n')\n",
" stw.add(i)\n",
"f1.close()\n",
"def del_stw(dic):\n",
" for j in list(stw):\n",
" dic.pop(j,0)\n",
" return dic\n",
"Ch_lis=sorted(list(del_stw(count_w(word_freq(text,'ch'))).items()),key=lambda x:x[1],reverse=True)\n",
"En_lis=sorted(list(del_stw(count_w(word_freq(text,'en'))).items()),key=lambda x:x[1],reverse=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def trans_count(lis):\n",
" count_dict=dict()\n",
" count=0\n",
" for i in lis:\n",
" count_dict[i[0]]=i[1]\n",
" count+=1\n",
" if count>9:\n",
" break\n",
" return(count_dict)\n",
"Ch_count_dict=trans_count(Ch_lis)\n",
"En_count_dict=trans_count(En_lis)\n",
"print(Ch_count_dict)\n",
"print(En_count_dict)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"infos,nums=[],[]\n",
"for i in Ch_count_dict:\n",
" word,num=i,Ch_count_dict[i]\n",
" infos.append(word)\n",
" nums.append(num)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"plt.rcParams['font.sans-serif'] = ['SimHei']\n",
"plt.rcParams['axes.unicode_minus'] = False\n",
"plt.bar(range(len(infos)), nums, width=0.8)\n",
"plt.xticks(list(range(0, 10)), infos, fontsize=12)\n",
"for a, b in zip(np.arange(len(infos)), nums):\n",
" plt.text(a, b, '%d' % b, ha='center', va='bottom', fontsize=12)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"infos,nums=[],[]\n",
"for i in En_count_dict:\n",
" word,num=i,En_count_dict[i]\n",
" infos.append(word)\n",
" nums.append(num)\n",
"plt.bar(range(len(infos)), nums, width=0.8)\n",
"plt.xticks(list(range(0, 10)), infos, fontsize=12)\n",
"for a, b in zip(np.arange(len(infos)), nums):\n",
" plt.text(a, b, '%d' % b, ha='center', va='bottom', fontsize=12)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"(-0.5, 739.5, 739.5, -0.5)"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1728x1008 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask = np.array(Image.open(\"tp.png\"))\n",
"wc = WordCloud(background_color='white',mask=mask,width=600,height=400).generate(text)\n",
"\n",
"width,height = 24,14\n",
"plt.figure() \n",
"plt.figure(figsize=(width,height))\n",
"plt.imshow(wc, interpolation='bilinear')\n",
"plt.axis('off')"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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FZjdwyzuFEOJnZamh34/I5Tx6nSEAxXKOfi+mVAmvFv0C7Gx2cT1Nvpi7OvpgMkOWGRxXs7nWxg9c/GC0r1zoU6qEd/V4ozTF1Zrt/oBqmEMrRTeKMdYSuC7BbmFyP44xFjxHkxpDnGZYIPRcQu/BCwjtKOJ/evMVHK2w1pL3fGaLZZrRgGen9zBXqtzrQxRCCPH+3LCdvYwcCCHuGmst/V7Em69cZGu9Ta1RIIkzOq0+8wcmOProHi6e22BjpYWxlpWLWwz7MbN7x/BzHrVGgWI55NypVUrlHJcvbNHvDkmSDGvhwNFpjj2+h9pY6a4dc+COPgbHi4Wrt1XC3HXb5X3/nccABf+6TR4oJ7fX6SYRiTFs9nvsrdQo+j7tKPpIjxQJIYS4NQkHQoi7Jo5SFs+sceKF87iew7AfkWWGTmvA+mqLYinEcTX93pBue0gSJaRpxvZGh0IpR22sSL4QYI0FFK6ruXB6DWMsk7M1fN/B8+Vj68NQDUIyY1HAQqWG7ziErkdXP5gF2EIIIUbkW1YIcXdZsMYyHES4voM1lmiY4PkOKJiardHa7pEmGUHwzkdQtVFgaqbK9maX7Y0O41MVoighzPtUG0WiKMFYS6F4/VV9cfdNFIo0owFjYYHAcdgZDqkGAybzRQreAz5sIoQQH2MSDoQQd43nOcws1Dl4bJrXf7pIa6uHtQatNcceX2BypkaQ80iTjG57SJa9Mz0lX8rheg75QkC71SeKklFNgu9SLIesnWzSaQ1Q+oZTJMVd9vb2JoHr0k9j2vGQjX4fVyuqQe6aDslCCCEeLBIOhPgYyzKD1upqkXCSZqOlSXebXI3WKxitS2B3t7d2tIKRUgr3Z5Yw1Y5GO5rtzS6Oo9na6ICFiZkq68tNwoKPUoozby3T3Ory7vUQ+r2IIw/PMb2nTr7wzqo3V/oNqPv4hNTY3ZWdgChO6Q1iKqUcg2GCMZZa5aPXA6LsBxyqNrBA4Lgsddsca4yjlZKaAyGEeIBJOBDiY+ryehMFZMbiey75nMfi6g5JmjJWHTWw2mr1SZKMMPAIcx7GGDZbPayx7J8dY3qsfN1+h4OElUvbPP7JA5x9axmTWRqTJV798Tl+9S8/Bwounl1n4eAErvtOj4Dzp1YZDmK21tvsbHZYPL1GGPrkCwFBzmVmvk61XiBLRysZ3U1ZZnjx9UUGUUocp8BoFEQrxfFD05SLOU6dX2dzu0tmDCazaEfjaMXMRIWp8TLL6y06vQil4NylTUr5HO3ekEa1wKNHZ5ls3L0i6g/DgWodsPSShKlCiVY8ZDwscKG9IyMHQgjxAJNwIMTH1NmlTVytGUQp+ZxHMR/wgxMX6PYjHt4/RTEfcHJxnZ12n6lGiXo5T2YsW60exlpKhdwNw0GQ8zh0fJanP30IP3BJkwzXdegfj64umpYLfWb2NPCDd5YA3Vxrox3N1nqbPfsnyJKMsBCQZYbhMCFfCMhSQ7vZpzZ297vvpqkhTTPOXNwELHuma+Rz/qjngx0FiCQzrG20abb7jNdL1GsFMjMa/uj2I1Y32xTDgLMXN2m2+1RLeRxHXzN96qNiudfhQrtJczhkLMyz2NphqdOmmss9sI3fhBBCSDgQ4mMryyylvA8KHEfT7UdEcYK1ljQzJGlGmo3W8zcW4jRjGKWEgTdqfnYThVKOJ547gOs6zMw3MJkhSTIWDk5c3ebZzx+lMVFGv6t+4KnnD1Gu5vF9h8/90sP0exGrl5sMehFX+rEUy7mbrMr8/mw1exQLOcKcT+DvYK2lUgwp5gP6w5hSIeDw3gkWZuqcPLfG0lqTA/Nj7J1tkAs8ojglilIKoU+llMN1NBP1EvVqAWssk3dx6dUPy1qvy0urSwyyBM/RvLK+wmyxzBfm95Nz5atDCCEeVPIJL8TH1FSjxFSjzOpWm1IhB9YyjFOiOGGyUcZzHbTW9IcxOd8l53tESUqcpPieSzG8thuuMRaTGXzfZWK6irWWqbkaSikcR2Pt6H6AZz5z+Loagj0Hq1gMxUoZrRwKpZCxyTJwbb1BYnokpoun3xk9sNZiMbt/T0lMF9+pkNkIY1MC59YNu/qDmPWtDkmacXF5myi+cqIf4nmasWqBlY02q5ttFpe22NjujXo6DGLmpmvkcx7r213iJMVxNDvtAY8emWG71Wd9u3O1huOjpuQHpJHh7Z3Nq7UGO8MBs8UygSNfH0II8SCST3chPqYWpmp4nkvY9agWQ0LfxfdcoiSlGPoUwwDXdYiTlEGUoJXC2NH0GWMM5cI7S4pmmaG902Pl4jblWp58MaDXieh3h2itKZRzTO+ps3JxG4CZhQbKuTYc9NNVUtOn5M9jrUcnuUxq+hT9OXJOjTjrEJs2zehtLIZacBRjExSavDtBP10jylpo5bETnSR0x4myFp4OaeQeI3QbN30v5qaqTI6VaHWGnL6wTrs75PC+CQ4tjJMLPFzHQetRAbajNY4zCjyOo9FKMV4vsWe6yrmLmyhAKd7134/m/HxjLf00IXBcBmnCer9H4Li8sbXObKlC0Q/eeydCCCE+ciQcCPExVdi98r9v5p2T5sn69dNfcr5Hzn+nNqBWCq/bJo4SLry9yk++fZKZ+Qaz+8ZpbnZYvbyD0op9R6aYmqtz7uQK1lom99TQP7PSUT9dY5BuEJkWWEsvXUYrn5xbB6dGbNp04gusD17E2IzUDIiyJiV/Dzm3QT9doxmfIXQm2By+RpQ1cVWOanCIkr+XkJuHA8fRbOx0ee3kElPjZaYnKlxc3iEXeOybbZBlhlIhR7g7hcgqmJ2sMj9dw/Mcmu0+zfaArVaPUjHHeK2I77mU8jnCwCfNzHUrO93vCp7HbLFMlKW8trmGVoqZYpmxMI+vpeZACCEeVBIOhBDvWzxM2VxrE0cp2tEYYyhWQvRyEy9wqTaKdJp9cqFHvxexvT5qcnYlIMRZhyjbYZCusx29gULTyD1C1T+Eo3IM0k2ibJvUDgEwJDTj06SmR8XfR5y10condMYoeNN4ugBYit4eXB1S8hZuefyb211eOnGJzZ0uX/nMQ9Qqeb7xg5O8dnIJayyFfMDaZptuP2Kr2aPXj7m8ukOnN6RSCgkDj8EwxnU0nd6Q2akqmbWEoUelGLK102XyBsXb97PZYplBmpAYw1ypSpylRFlGPZeXmgMhhHiAySe8EOJ9cxxNuZZndu8Yk7M1ytU8cZQyNl0ll/PI0ozli1vM7R/n4tl1Lp1bpz5euhoOBukanfgiw2yLnNtA45GaATvx24ROA0cFdJMlusklBukGqR1gnQxXhfTSFZRy6cQXiU2bwKnSS5aYyD9FnHXYHJ7lcPUv3fL417Y7FAsBn/vEQYqFAKUUv/y545w4tUxvEFPIB4zVChQLAVPj157k53M+jqN5+uEFcjmP85e32NjukO32AlBqNBVr8oN56z8wnuNQCXJk1vLExDTp7qpMy932PT4yIYQQHyQJB0KI961YCXnk6f1U6wVAMTlbw2SWYjnEcTSFUo4oSpiaq+MHHtZanHdNs/GdKjl3DKU0eXeSnegkvlOm6M7gO1U8XSBw6mjlkZgenlOg6h/B00UK3hRFbw5PF1jr/3h3j+pdf97bw4dmrrvN0ZrHH5q74/ei/hFseHYjJT/gSH38utvLwfW3fdz00i6DbICjHDKboZXG1z6ZzUhMjELh64BAB2Q2o5d1Acg7BQInh6NkWpYQ4v4l4UAIcVfkiwFHHp2/5rba+PU1DGNT168cFLpjFL0ZNA5lfz9x1sFag1IugVNlmG6yNniB1f4P8Z0KnlOiFZ8mdMdxtE/enSQxXRLTJTV9AqeCxsPVIYFTxdgMLSdk4i5Z7J/nQu8seSdPZIbknJCGP04v7bIereJpn6ncDBPBFIOsz+nuW1hrOVQ6ynRujoJ79/t0CCHE3SLhQAhxX7DWMEjX6aWr1HMPMUy3WOn/gHrwECV/H3tLv4KjAvrpGtP5TxI4NbaGb9CKzlBwp+klyySmRye5TC14CK0cfFWikJsmynYI3bF7/RLFA8JiSG1ML7MUnAKBzmExWAyR2a2LsRmxichsikaD4urIghBC3M8kHAgh7guOyhF641SDI5S9fbg6xyBdJ8ra+LqA75SoBUdJTI+l3ncAha/LjOUeRymHsfAxZgufZyc+RTe5RGYTAKzp0EuX73k4MNaQmITACbDWEpmInJN77weK92SsxVgLFrRWpJkBxdVOzpkxZMZg7GiimQW0AldrtB714EiMwRhL4DoYa9FKXdeL44rUpOScEGMNoIhNxJieINUp1lq00hTcInm3QHfYIbEJgQ5QKBnBEkLc99SVzqM3ccs7hRBCwDAbMsgGKN69XKnF1S4Fp4DB0E46nO9d4EjpEIlJON09w6OVR/C1f9OTUHF7OsOI7f6AKE0ZLxbY6PZwtWZfo4axlq1en81uH60VSZZhrCX0PKYrJULPY6c/YLXdoTOMOTTRoBcn7KmWb9q87q32CQKdYz1apZU0KXllGv44O/EmF/sXyDk59hYOkHeKrA2X2Yo2qfo15sIFxoNJSt5Ha+UqIcQD64ZfPjJyIIQQ75Jlo6vMruOMOi9bi1IKrW9+JfmN9pv8eOsnVLzq1dsSk1DxK/zqzFdpJ21ebb3GG623WI/W6CY9tuItrLU8U3/6Q3plD66tXp/vnb3A2c1tPn1wL71hTOC6TFdKDJOUH52/xCBJeHxuhss7bTJrKed8Krkczf6Qf/naW1zaadIeRtTCkHzg8Tc/9xzV8MYjO+PBJJEZcrT0MKlNKXsVmvE2Cqh4NQB8HeAohyOl4ySFhO14k9hERGZICQkHQoj7l4QDIYTYlaYZS0s7bG73WJhvEEUJ/X5MLucy1igRhv4NH+colyOlI3x2/NNXb7vYv8RrrRO79zvUvBqfbHyCc93zOMrhmfozfG/z+xIO7oK5aoVC4PPJffPs9Ae8tbKBoxQ53+NAo0YlzBG4Ltv9AfvH6hhrUErRj2PObzcB0EqRGsPZrW0+uXcPry+v8ekDN+6PMRZMXHfbRG6KidzUTY9xOpy9K69VCCE+aBIOhBBi15mz63zzO2+xsdFh78IYO80e+dCnVAp57tkD7F24cd2CtZbNaIvXW2+glMJaSytpoVEoFP2sz7fWv0PFK7MZbaGVppt2qbhlLKO58h/W1KKfnUr6zvPa3fuv3H7l75afHXm+36ZBndva5qWLy/TihOPTE9TyOXKuizWGjW6PU+sbbHb7fPnoQV5ZWmG52aYzjPj1Jx7myT3TWGu5sL1DORfwG08+ykSpwKOzNz/RF0KIB5mEAyHEx4a1liyz150gw+hkeGKiTC7wmJwos2/vGO4ljeNqHjo6zdjYzZef3JOfZXW4wsvNVym5JVpJi0OlgzxefRyDYZhFGGtYKCwACk977C0sYK2lnXSofKhz0C3WxkCKJUVTgqu1EsnuErIB1iYY0wditK5gLVjbR+s81rqAQqkbz8n/sFXDHHsbNTY6PY5OjrPR7VHwR7UcL11aJkkNRybGeWZhjsdmp3lzdZ2zm9s0inl+56cneGNlncMTYzQKeZZbbX5wblHCgRDiY0vCgRDivnfjk3l12/dfkSQZ/8vvvsjZ8+vX3bd/3zgLCw0mxkskSUazNWAYJeQdnzQZrWRzMw2/wZ78Hlztcah4kHPd8zxcPoZWmrXhOuPBGL849Qu81TnF663X+fzE52j4dX6y/QKz4Qxlr3yb7dreP2u7DIZ/TBT/GEeP43uPkct9GWN2yLLzpNkKueALDIffJjOXMWYb130IpXywMUrlMbZL4D+N686/9xN+CMaLBSq5gEY+5OjkGJ1hhOdoDo7X2deosdLqsN7tjcKhNSSZQQGTpSJ/7rHjBK7HIElwtcZoc69fjhBC3FMSDoQQ9704SYmSjMyM5ornfJec7129P80Mgzghy0Yndr7rUrhBfYDnOfzGX/jETZ/nwuIGL750AcfRFAs5kiTjqSf2cv7CJqVSjnIpvOHjVodrLA2WKXkltNKkpGzF2/TSHoOsz0w4O6o/sPBnZ76KVg4/3XmFpcEyDb/+oQUDAGsHJMkpTNbGcw+gVA7IiJMXcPQCWpeIou9i7AbGdHGdvYAmSd7AdfYQBJ8izS6OwsJ94sTSGsZajk1PcHJtg41uj6fnZ5mpjEZkojTFdTRrnR5/euYCzcGALz90EBgtdzpTLrLZ6+M7Dq7WHJxo3MuXI4QQ95QsZSqEuG+lacYLJy/xu989wfG9k3zmsf388Ytvs7iyza9+5mEePzTLxbUd/sV3TzCIEv7trzzN6csb/O53T/Bnnz/Ol58+QuDf/jWQs+fW+fafnqS0Gwza3SEKmJ6u8omn9zE9Vb3uMcuDFd7uvE3Vq3K8cozIRJzqnOJU+zQ1v8ajlYfppX3ybp6aX2Oxt4ijHOYLe1BoAj06yf6w5vEb02Yw/CZx/Apa5cnlPo/vP0UUv4hWBSwZ1myTmXWMGRLmPk+SnMQSA5rA/wRpuojrzuE498fUm8wYBnGK52gyYwGL77k4u70KjLFYLArFME1IM0MxFwAQpynWguvoqz0QADxH+hEIIR54N/zikXAghLhvbTS7XFzbYRAlvHF+lbNLmxzbN8WxvZMUcwGlQo5Wd8B2p8/6dpefvLXIRK3EZx8/gOdo5sarjNduXitw3fNtdjh3foNSMUe1GvL2mTX2LYwzNVnG8xz0Dda9z2xGZjM0Gme3wVVqUzKbodC42rnaGEuhyGwGjFYwuvKxrD7EsQNjh6TpOawZ4DiTWCJcZz+QMIz+lMB/FqV8kvTs7lQiA0qjrgw0K421Qxw9idb3z5KcL19YZnGzSWswpJrPMVUpMkhSXr24QpoZnjs4j+dqNjt9MmNYGKuiUFzcahL6PoemGszVK/f6ZQghxIdJ+hwIIT5aMmPYavc5uTiaNnJgdoytVo+fvHmRh/ZO4nkO7f6Qk4trtLpDDs6NM4wTvvPKGQ7vGadeKdzR89VrBSrlEKUVWika9SKu6+A4Ny+8dZRzNRRc4SkPj3emPb3749dV9/ZjVxHguYd2f9KA3V1hySMXPA+Mrqh77kHe6SeseOdF2Hc99v7RjxMubO4QpxnGGtIsu1pb4DmazW6PhbEan39oPzCqU1neaTNIUgLPoxjcP9OkhBDiXpJwIIS4b/WHCW9fXGenM6BSyBEnGUqNpo50BzG9QcyltSaLqzs0KgWiOMUYi6M1nV5EnGR39HyOo68JArcKBR9Vo+lL3k1uf3fTr+u3uZ8FrsPByQZb3R6edtBKYbHUCiHu7s/GWMLdWpVBnDBMMlyt8RzNIEmocuOaEiGE+DiRaUVCiPtWnKSs7XQ5fWmDzVaP2bEK1VLIyYvrlPMBn350P51+xLnlLS6t71DK59g3XefSepPlzRa/8aUnCDy5BnI/u9Lnwd7062Y06eq9ajI22j0AhrurDjmOZqPdY6vbx1qo5AOmqyUmKyUAelHMZqdPrRBirKEXxczWZFqREOJjRaYVCSE+WnzPZWasTG8QEScpO50+i2vb9IcJeyaqhIFH4LmkWUa7NyRKUl4/t8JWu8/MWEWCwUdAYjLOtNf54ca5a25Pbcrb7TX+/PxTNIICP9g4S8ULudDdRKEoejl6acRsvspnJg4zURyd9FsbotQoUlTCHHvHa1gLjlbXFBnnPJfpagnfdTDWkvdlWpEQQoCEAyHEfc7RmpzvUS7k8DyH+ckahdBnsj46GdRa4XsupUJAiYBiLsB1NFON+6NYdtR4zWAyix+4V28zxpKmGf7uakp2t4+C0oo4SvE8B6XVz72KUWIyekkMQDW4+XQZYy070YAky5jMFz/07seucqgFBc53NxkLilgsi91N/r3Dn2Oxu83+0jhn2msoFJd6OwBU/ZCil8PTmvFciZzr4dygWDzQ7m4FxfUcrbkya0wrhe/K6kRCCAESDoQQ97GLFza5fHGL1Bq63SHFUsj4whiDVsTi9oBc4NHvR4xNlpkqFtjZ6pIPNMkgo5y//rTQWgNmG2tbKGf/tY3UTBewWLOKcqbBarBt0BUUPpACLjZbBeWAKo72Qw7l3Hxd/F5nyGsvnGdjtUW1UWR6Tx1rLYtn1lHA0UfnaLcGXDq3wXAQ8/CTe1la3KJcDUnijDhOefjJBaqN2191CWCl1+HHK5foJjG9JAFGgSExGc/PLPDM5Bzn2ztM5ou8vbNJKxrylYVD9JOY0PU+tJCglaLoBswXasQmw1rLbL7GTL7GeK5ExQtJjSHQLsYaWvGAqbDMpd42nnbIOR7ufdKpWQghHgQSDoQQ963trS6L5zdQSuF5DtMTVaJezNlTq7SafaZna9QbRc69vYbjaLrdIcuL23TbA3K+y94DE8DoxD8b/HPABdvCZIto91FAob3jKO8YWfRNlCpgkldA5bC2j8LDCb6I1TVM8lMUOaxZxWbrQILFor1jaP9ZtDNzw9fgeg6lcsji2XU83yVLMjbX2gy6Eb3ukIPHZtje6HDp3AZRlDA9VydNMlaXmmyutZicqd7x+2at5WKnxdnWNl9ZOMTmoI+rNf0k5gerFzlYbTDMUn64cpGHG5O8sr7Mia01zjS3WO/3+D8/8zny3odTkDxIY17Zvkg7GZKYUQG5Uop/cemnnOms8aONs1dvB5jJV1nqt+hnMWU3h7l13ZwQQog7JJdbhBD3rSzNMNZSroQMBjHray3arf5o1Zm8j++7uJ5Dpz2g2xngOpqx8RK1RpFS+d1TaWJM8ibWbGFNE5u8gTXLWLuDcsYBi4l/gEnPYE0bTBNlI6zZwGYXUcpBqSLoPOgy1qxgsxUUPkpVRvfdhMkMaZJRqeXxPId+P2Ju3xh79o/TmChTKOXQSjE2UWZqtkZjooQfOETDmHI1z5FH5iiUcjfd/42MRg0ust7vEmcZJzZXWem1GWQpeden5AV8b+kC31g8w3cun6cZDdlbrvHp2b1c7rY+1BNuTzvMhFUSkxE4LoF2ibOUx2p7KLg5FooNXOWwOmyRmIx6UKCdDNgcdkit+VC7SwshxMeBjBwIIe5bmbGYzNBpD0iSjH4vYnK6igI219u4rkO71SdJMrqdlDjOGJ8oo7VieWmHxvioLgGbYbNVlDM1mhJk09HNyQmM9wmwp7DpRZSeRikPm20A6e4IQoRJz2LSc2jvKJguEKDcWbADrOmgVOmmr8H1HOoTZdI0Q7uamT11rFXkiwGTs1WSOGVsqkKpmqfd7GGMZXy6yp5942xvdqiPl/DuoMszQDeJGaYp1SBHbDJ8x6HgBaz3OwB4WjNXqjBXKvNwY5JWPKCXJJT9HIHr8mGWHbjaoR4UaMZ9ZvJVLJZm3Gd/cYyiGzAVVlgdtGkERVylaSdDnhnbx1hQZGPYwdPyNSaEEHeTfKoKIe5bM7M1SqUcg0HMcJAQ5DyCwGV+3zgT0xV838XzHJIkQwG+76K0YmuzSxC8++NNgcoB2ajuAIu1GTbbQOkyJt1A6QbaO45Nz4BNsRiUKqCdOXAmITkBdog1rdEedRmTrKNsi1udTXuey9RcjXJ11FytWAqJhgmFYgBq1EuhWi9irWU4iHFcB993yeV9amMlcvk7X0VnKl/kkbEpzra2ibKMy902WikCZ/SeuI7DnlKF6UKZ/ZUaix3F5mCLVzaWeXZqD5c6LQ5WG7g3KPL9IPiOy7Nj+zlamcJg+dHGOb5++TUOlydxleZweZI9hTobwzY7cZ/j1Vk2hx3OdzfJ7Y42CCGEuDvkE1UIcd+anKowNVMlSTKSeHS1P8sMvu/gug5ZZnFcTRJnOI4iCDySNGNsojw6+QawBkhRTh2lp8BsYXFROo8KnkM5c2hdxsQvofQ0xrwETgOtQky6CCqHduYx7x4dUJrRrMz3vsSutBqFmtw7c/hd78Yr4xTL164qVKnfWYfnK8pBjslCkaVem8O1BlpB0QuIs5SlXnu33/Gof8DmsE89l+dQFapBjnYc8ermCgvl6ocWDnKOx+enjlAPClhrqXp5lgdN5vI1PO0wnhu99xUvJLOGspfDWMPjtT3MFqp4WlYaEkKIu0XCgRDivnVlOo3rOoShj83WsGZ994Rf4blFwMcNlsEOUBwhCKYYn3jnRNwSY9JzKD2NNRto72FQebS7DxO/DCi0Mw3qypKi2ygdgvKxZgdLgjXr2GwZa3ZABShnFlSIcveinBmsTVDq/uoo7GuHapBjvlRlIixyrrXNizsbTISjwBE4Do+MTXJqZ4PQ9THW0k9jtocD9pZr6A9xbpGjNPVgdFxKKeYKNeYKteu2q/jvhKfZfI3Z/PXbCCGEeH8kHAghPjKsbWGS17DZJkrXUe5eAEx6GmyK0hOjuoJrHhRjs0to/ymy4R+NTuSdWayNRyf7XOkvUAHlgcrvPi5FqTwKF2u20d5DWDvA2gHYCGs6gIO1EdZsjpY/fZdhktKJImphiOvc+Aq8tZbmYEg1zN1y6dCNTo9izie8gxWE5koVit5oSpJSEDguc/kyM6VR/wdfOzxcHqfoB6TGYI0lHiaMl/McKjfwZHlQIYT4WJJwIIT4CPHAGqxto6igVBmUh3YGoHIoPX79Q5SP9o6hnL2jH6+c/AMq/GVQoxNox/80yhnHyX0ZlIvCQzkHUM4MoFDBHNgYk62AHfVEGO2vgOL6k/bNbo/Xl9f43KF9rHY6vHppBWMtcZbx+Nw0C/UaPz5/kSjLmKtWuLC1c3WVoEdmp5gsF7m43WSz2+PliyvM1srMVMp0o4j9Y3Vmq+VbBoqxXJ5GEGIyg+knuCt9jvoFzGbCdrSDcjRnXzhDuVFiYs8Y/Xaf9taAlfNLbB9NqT2+F/0hTSsSQghx/5BwIIT4yFCqjPKOoZ1ZlC5fPXEHO1ppyKnf4DE5lPcIAE7w/E33rf1Hd7f51C2PwXHG3vM4O8OIVy6v8I2TZ0myjFIuIM4yLmw1WW11OD49wVur67yxss6hiZvsz0KSZQyTjLfXN9FacWFrh5zrMlutYLl1xUNro83KuTUKlTxKKc6+coFCJc+gM6Q6USZNMr79T7/P1N5JHv/CcTYvbzHoRVx+exlrLHsfnse9v2ZKCSGE+BBIOBBCfHToMlodf9dZsQN2ALo+mhZ0nzDWEqcZnWHE6fUtHpqe4On5OdbaXT53eB8zlTJnNrYZLxXIjGGz26MQvLMqUXcYkWaGrd6ANBv1emj2B3SjmD21Ks3BgM4wTyW8ef+D1mabMy9fYHr/JOFuL4VitYDNRqMT3e3uqHQDSzJMaG91AZjZP4Xj3nmBb2JiMpviKg9XX58qMpuRmgStHLwb3C+EEOL+IOFACPGRoZQ3qgu45kYPRfneHNBN5FyX+XqVI5NjjJcKDJOEH52/yIuLSxyeGOP81g7lXMCJpTWe2DPNMEmxWBa3myjgqflZijnDqdUN3lxZ5+zGNtu9PnO1CoMkoTOMyIy55TG4nktlrERjuoof+gQ5n8ZsjRVgYmGcUq3IoDekWC1Qn66BUvTafayxlBsltH7vgmRjDcZmWCw78SadpEnFr1Px6igUWjno3dqFQdZjI1ql7FZpBBNX9xGbiIv9syQmvmbfvg7YVziMVrISkRBCfJgkHAghxF2WWUOSZQyShEs7LT5/aB8XtpoAJMYQpxnr7W3eWl3nr37qKcZLBRTwh2+cRivFsekJNro9SrmAQZIwWyuzt17DdTSlXMDeRo16IX/LYyjViywcn2Nspk5QyBEPY7CWQq1AbbJCsVYgyPu4nkupXmTm4CTt7S5RP8bzXfRNiqjfrZu22YrWicyAzWiVnWSThj9B3Z8g5+Rp+BOUvNGITj/tcrl/nulwzzXhwFhDK9khNsNr9p3TIR9en2YhhBBXSDgQQoi7zHdcAtdls9tnvFhgtlZhoVHjzMYWXzl2iNQY3l7b4Ik9M6PmbY6DUgqlwHU0jtbEWUYx8KkX8uwfq1PPh+wMBvSimEGSvucxlBslyo13ejO43mgZ0IXyKFQ4rsPc4ZlrHhMWr+2z8F5Sk9DPugyyLv2syzAb0Eu7+DrAWEPFe6cGJDYRW/EaBbf4rsendNImVa+OxZKYGF/7XJk31oy3qPljV0cfhBBCfPAkHAghxF02TFMGScLRyTFmaxVOr2/hKEUpN2rM5mrNgfEGxcDH0RoLnFhaZaXd5fj0BI7WPDQ1Qeh6vLmyju9oXK3xHYfUdXE+xB4Et1IPxkFBO2liAa0cav4YY/4kFa9O1W8AYGzG0PTZiTcpuCVSk+BqD0NGM95maXiBdtJkbbjEvsJhMpuRc/Jo9NV9CCGE+HBIOBBCiLssTlMKvsevP/kI48UCK+0O3zp1jk/tn7+6jaM0j85Nk/dHhcivLa3iOw4Hxxv4zmiefSkMeGh6As/R5FyXwHNxHU01f/NC5A/bud5JVgeX8PWoV8NWtMbSYJGF/EGqfgNrLe2kyXa8yURuBld5XBqcZ2/+EL4OOFg8xnS4h5d3fkjDn+DhylOc6bzFo9VncJV3y+VahRBC3H3K2lvO6pQpn0IIIW7qJ9vfwVMeC/mDONolMQnnum/h6YDHq8/SSduc7rxOO23yWPVZtuMNTnde54nqpxjPTRNlA95o/5TXWy/yC5O/SmJi/mD1n/GFia9xpPQIGkcCghBCfDBu+OEqIwdCCCF+bg4O2/Emmc1wlENqU1rJDhO5GWITc6l/jq14g4crT1H3x8npkG7a5rXWT3jW/TyDbMCbrZ8yEcxwtvsWiUmYCGZ5eeeH7CscJqdvXXgthBDi7pKRAyGEED+3c92T9LIueaeIVhpjM3pph6JTpeKMsRmtEzp5xoNptFK4ria2Q5b7iyjrM+ZNMVQtPJUj5+RwtUeSWC51z9MIJsjpEEc7BIELlhsu4aq1QislIwxCCHFnbvihKeFACPGxZ6xBce9OLgdZjLEWV2l87X7gx2GtJbOGZtzDAuO5G/eJ6CZD2smAkpej4Aa3vWpQlhk2ml122n0cxyFOUqy1hL7H1FiZwHfZavVY2+7QG8Tsm2kwiBIWpmso4CdvXERrTZyk+J6DMZbHD8+SGsPmTo80ywBIM8NgmDA1Vma8VsB1pCeCEELcAZlWJIQQP6udDFgdNJkOqxTcUSfhD9sLW+doxl325Mc4Xp3DVz//R7O1lkEWE5uUopvD1defMBssK4Mm//jC98iM5W8d/SWK3rVFzqnJ+NbaG3xz9XU+O/kQX5x8mLIX3lZwafciXjm1RJSkPLRvkrXtDtZAMR9QLuXYbvf5ox+dZHm9RbsfUS4ElAs5/rdfe5Zi6PP1P32Dr37mOCfOLPPIoRm+9eJpDs2PE8cppxbX6A8T+sOYte0uF1d3+Oqnj/H8Y/slHAghxF0g4UAI8bHVTyN+79IL/M7iD/lrB7/AL04/St4J6KZDIjO62n27XO1QcAJ8584/Vv/h2W/zevMSX517igOlCXx9830M0ph+FpNzXELHv+ZqvrWWVtLnT9dPcrG3yS9OP8bB0uR1J/SJSTnZXuYPll8hM4YDpQn+/PwncNWo+Nday5nOKv/g7LdZGexgsDxV30/Zu70+CFGSUAh9XFfT6g6ZG6+SGYNSiv4wYWm9eXUaUJYZVjY7zIxXOHt5k8cOzRD4Lp84Ns83X3ibJw7P8cIbF1FKMT1eYXp81FTt2y+dYRCn/I0//xyH9ozjuRIMhBDibpBwIIT42LHWEpuUP1h+ld8++02GacLXL/+UTzQOkg8DfvfiT/jpznmGWXLb+9xfnOBXZp/k4eqeGz5fag3GXj9fHkZX8mE0vSnOUiJ9/fN62iGzhu+uv8U3V1/nyfo+fnH6UWpB8Zr9/HDjNP+/09+gmwxpJn3+5uGvUPHz1xyDQvFEbS9fm32S31n8Ef/92W/yWG2BfcVR5+JBFvP/OfWHrA6ajAVl/sr+z9IISsRm1HzNURpH6ZuOIriO5sylTdr9IZ9/8iBvX9pgZaNFdxDz1U8f5+jCJMM45dJak2op5PNPHqBeKfDooRmSNMN3HeI0I4pHAc11NMYYrLVXn/Pc0iafe+IAh+bHb/t3dLtGoTDb/UlWSxJCfLxIOBBCfKxYa0lMxrfX3uTvnPzXRFnKQmGMv33sa0zmKiilWB7s8FZriUEa39G+u+nwhrcPTcLb7RVWBs0b3t+K+1hgub/Nn26cInT8a+5XKB6vLXB5sMXvLP6Q15uX2Iq77C1O8Gxw8Op2jtIcq8zyqbHDfH3pJX60cZr5fIPf3Ps8sUk41V5hfdgevQ9Y5vINqn4BTzu8tH2OC71NAF7YOsurO4skNuPJ+l4u9bbYGHauPs98vsHe4jh5N7jx6+kOsVgOzI7x2OFZHto3xckLa1xc26FWDvmDH77FyQvr7JupUyvnWd3u8OJbl3jk4Kho+di+KV4+eZmX316iO4jYPzfG6laHUj6H7zlX35MPjsFki4BGO3uv3mptBnbAKDg4jKbrZqP/qhD1PqaDCSHE/UI+yYQQHxvWWiKT8q211/nPT/weQ5Mwmavwnz3y6xwqTV2dn//8+BFmwxqJyd5jj++YyFWYC+s3vK8V9/nnF3/MH628esP7ze70pZd3LvDKzuJ1JWKucvgPj3yFH2y8zRuty0yGFX5t/lmerO+7bl8LxXF+aeYxznfXebW5yB8uv8rB8hQzYY3fWfwh315784bH8HdP/uHVEQy9W5ztKM0frbzGH628ds22vzb/LL+19/mbhoMDc2Nst/vstPsYa4mTlDhJcbRmvFbkl547iuc4DKIEV2uMfmcUIkkztFb86MQFfuGZI3T7MQdmG5w4s8LcRBXX1fSHyajI+S6umTEaLTBABjYii14A5aHDWUa/HgdrNog6fxeTvI72DqFUjiw5g9JjBKW/ieM9dNeORwgh7hUJB0KIB96V2oFBFvM/nvsuv332WwBUvTz/z8d/g6OVmWsKdz87+RCfnbx7J3qB43KoPEXnJiMLr25foJMOmchV2FecuOZYLJZm1OOfXPgBW1GHnOPxW3s/zWcmjuLdoNgY4JHaPL++8CyX+luc7a7xj85/j3//8Jd5pLoH5wYrDllrWR22ONG8CMBT9f1U/PxNi7OPlKavG934WY1ygZznsrHT5UcnztPpxXzh6dEoh++5TDVK7HQGBIGD52kO7GmQZoYfvHaefM7n//hbn2dxdZvv/PQsWWb4/FMHKYQ+7d6QP/zBSabGKtTLhVsew52JyJLXyOKfYm2KTd/gSiAAcPxP4HiPkKv834m7/zWoItgY7Rr8/F9Gu4eumfYkhBAfVbKUqRDigWetZTvu8V+9+XX+ZPUEAGNBif/yib/MscrsLefP363nv5W/9qP/ljeal/jq3JP8rSO/fE3h7/Jgm//qzX/FC1tnAfjf7f8cf27+E9T94k2P2VpLM+7xu5de4L878yfsK4zzHxz5RT4zfvSG2ycm4785/W/4R+e/R+j4/O7n/mNqfvE9J+7c6j272Wu+UvB8t9yt35u1KdZsYbI1ICIZ/B5KFXBzXwVAO9OjAur4NdLoTzHZZbB9lLMHx38S13sC5e5Bqdytn0gIIe4fspSpEOLjqZ9F/K+XX+Rbq6+jgMOlaf7zJ/4Ss/k6GkU/iwkd77bX8b9T73UCq971N6Xe2f7t9jL/77f+NSeaF3GV5q8e+CJfm3vylsHgyvNV/QJfnn6E6bDK4fI0+4oTKKUYZDGn26sMsnfqKWKT8q3VN7HA3sI4rzcvEzjedd8a+0sT1P3iDUcf7uQ1359X1x2UnsDR42CbRMlplK7ieMcADSjS6FtgO/iFfweTngflo/QEJrtAll3G0XWUI+FACPHRJuFACPHACx2fL04d53+5+CMeqszxnx7/VWp+AYXix1tn+K9P/j6/ufA8vzD9CIWbzKO/UxaL2W029l6u1BwYa4hNRmxSvrP6Jv/92W+y2NvE1y5//eAX+cXpRym6ORKbXR3XVYxqA352CpBSirl8nemwhqPU1eCzOWzzd07+a8501q451igbrUR0sr3M//XV//mGBb//l4f/LT43cYzQvfWUoo+iK4HFmh5x75/iBp9B6Qpx7+/jF/4qSrm4wWeIu3+PNPopJruAQqOcCZQewwv/HErX7vGrEEKI90+mFQkhHnjWWhKbcbK1xEJh/Oq0ncv9Lf7jn/5PXOxtcrA0xX/x+G8yl2/clSvbnWTAn6y+zn/z9h+/57btpE9qDYF2ybsBCkVsUvppdLVIOO8EBI573Un7scocv7XveZ5pHCAxKcMsuaZQV6HwtENut0ZgsbfBf/ryP+FCd4OHKnM81bi+qPndWnGfb6yeoJ0M+L89+ut8YfL4TQuRP8qsNVizTtz7h0BGUPyPAEvc+++wNsMv/jUUzmjakc1I4++hcNDewyhdRukGSldRyrvXL0UIIW6XTCsSQnw8KaXwcDhWmbs6JaaXxvznr/8el3pbeNrhrx74PBtRh2+uvUEvjX6u56l4eR6rLfBwdQ8WGGYJ23H3th8fmZQoTm94Xz+L6GfXH1c76V9dVemHG6f5H899l5Vh8+r9RTfgS1MP8zcO/cI1j/O0y6O1ef7Kvs/e8pgu9Tf5ydYZ2sngtl/HFdtxm0EWMRveuBdBajN24g6dpMf+4iwwCnIZhsxk+Nrjrc4F9uVniExMM+kynWsQvEcx9M/FDjDJ6zjuAdzcl1E6j7XgF/46afxDsuinKF0kS04BCdgIiyKLXwGlcdzDOP5joCp3/9iEEOJDJOFACPGxoJTCVQ7Wjqb7/J2T/5oTzUukNuPfO/Alnqrv5083TvL1yy+xFd3+Cf27zYY1im6Oh6t7KLgBf2b2CT45dvA9H/dG6zL/84UfcLqzQmYtNb/AX1z4FJ8aO0T+PabwBNqj4ueBURjZjDqsD1tX7x+4OTrJ9askJSblRPMS/+jC9265/2bco3OHwWB9uMOF/gpvtS7QTLo82zhGZg39dMgXJp7i0mCNP1z5ETW/tBtuUkpunqIXcrS0QOgEfGP9RZ6oHuZ7G6/iaZetuEXDr/BU7QiPVg+Sd+/y3H4V4vjPkZmMjQ2L1l3Gxkugyrj+Zxgtc+rgeEdvuISqyTySxMNxDatLTfycSxj6tFt9wnxArX43V1YSQogPjoQDIcTHxpUGaL999lt8Y/UEkUn47PhRvjLzGCUvR8Mvcbyyh1bSv+k+emnExd4m23GX6bDKfGEMV42WFB0PSowFJWDUkKzk5ijd5CTWYDnZXuLrl3/KjzdPsxl1UCi+NHWMX5v/JIdKU5S8EH0Hzb4erc3zt49/jWEWszpo8s3VNzjfXb/htqNpVpc531274f1Xj9Na+nc4khI4HjWvROgEdNI+rbjLxf46n2wcByA1hm46oJ9GtJIuxyv7+PHWmxwqzfF49TDT4Rh78hNM5ersKUzy0vZJZsNxpsIG84UpAufuT91RSoMqkMUJp944jee7o3AAKJ1nZ7vLv/idH7JyeYfZPXU832VlaYdCKcev/trTuG7Gj79/kmIpx8pyk+2tDsNBguNoHnp4jiee3svkdPWuH7cQQtxtEg6EEB8L1lqGWcxvn/0Wv3fpxatTh/aXpih7ebTSPFqbZ29xHHOLIuIL3Q3+8YXv85OtMzxR28dv7v3U1RoGR2mK3jth4GdrF6y1DLKYF7fO8Serr/NG6xKbUYdeGjET1vizc09xrDJL3S/QTvo3nMrjaoeaX7hhn4HxXJmaX8BiOddd57XmpZuGg0B7PD9+mF+aefyW79v6sM3/cO7bbEadW253xfJgk1d23mZ5uMnacJuNqMnyYAMLFNwcWmm00kRZzESuTmwTtuIWk7kak7k6nbTHC9vrvN2+xNO1o5xqL7K/OEPJzXOqvchzjeNo7u6qUlGUcvH8BhfObZDEKafeWsZ1HTrt0YjLoaPTTM9W+aWvPs4//yc/wvdd0tRgjOXpZw9QbxTRjmZyukq+MPq9XLqwicUyPVNjeqZKpZq/q8cshBAfFAkHQogHnrWWbjrk75/9Nv/q8kvXjAz42r16bb7gBu+5WlE/jQh3r1wX3IDpsEbVv/WJX2IyLve3+P76KX68dYal/jabUeea5US3oi6/v/Qy31x94yYlYiMzYY2/vO8zPF5buO4+R2kcR199Xc4tCqtdpZkrNPjU+OFbHvvF3ib/dPH25/jX/TJP1x9iebDBizsnKXsFHq0cRClFzSsxG46zEe1Q9UdX5Rt+heXBBgdLc7STHgcKs0Qm4fubo34U3bTPXmfUvbqb9sne1Whsa9gnzjKqQY7MWtrRkKLvU/ZzGGtIjUEpRTMaMkgSxsI8rWh0wj9dLF89Zq0VhWLA2HiJaJgA4PnO1ZGDMO8TDVN2tnu4vsvlS9tEw4RyJWQ4iGk1B6ytNjn15hKPPD7PxlqbXOjRGC+zvd1lZ7tLkJNCZSHER4OEAyHEA81aSyvp8w/OfpvfX3qZVjLg8dpeTraXGGbJB/a8qclYG7Z4efsCL++c50xnjc1hm+24S2oNBTdgX+H6Qt3E3LgguZX0aSUDoiyhd5NOy3diaBK+s/Yml3pbt9yun0W3PWoA0En7vNY8w2utM0RZQsUvcLp7iT35Sebzk4SOT2oyco7P8mCDQPtsRE0qXpFeOqDo5SlY+zO9H/TuKk3Xhp0/vPA2Z1tb1HIhSZbRjCLKfsCBap195Rrr/R7dJCazhrebm2gUgzThUG2M56cX2F+pA+C6mrGJMtVagVazz9f/xUtUqnkOPzSDUqOg8OaJyzR3enz680e5fHEL19E0xkv0uxEryzuMT5RxXE2SGvqDCK0VuZzHcBAzHCb3aW8HIYS4noQDIcQDb5gl/GDjbTrpkOfHj/DXD36R/+jFf/CBhoOz3TX+29Pf4EJ3g62oQ2RS6n6Rgpujlw55uLKHf/fQl257f3+yeoJ/s3Lirh2fsZZWMuBSf/OW28UmI91dDel2OEqzJz/BWrTNZtTkucYjFN2Q7bjN661zVLwim3GTo6UF9hameWnnFL52aSYdql6J11tnCbTPetTkx1tvcrS8QNkdTft6vHYIT7kYazi5s0k/TUiNpRaELLab1HMhjVyeibDInmKFOMt2T8otvSRma9Bnb7lGNchRz73ThVoptTtVKOP1Vy6ysG+MUjnkpZ+c5TNfeAilFPN7xzj5xjJrKy2WLm3jupp6o4jruTzzXJ2JqQp+MBodUCiU1mitJBQIIT5yJBwIIR54oePxibEDHIqm+HcOfI6DpakP/KRNoYiylE4y4OnGAZ6s72M8KPGPL3yft9sr1PwCj91gatDNvNVawtfOXTu+wHF5buwQf3buqVtutzZs8ffe/jesD9u3td+Sm6dYDBlkMS9sv8XJ9iI5xyc2KQ2/TGJS2kmfhl/GWMOnGg9zqnORxKSETjAqVFYRvzn/C3STPl3t005H08AUisuDdcpennoQUg1yXOo0udhp0o4jEpNRDULGwwLtJOLUzgbV3KioO8kyDlYbGGtZ7XUo++/UhlhjaTX7/Om332J7s8Mv/9knUQq+/cdv8EfdV/jcl48T5HyOHJshjlK6nSGuq9mzd4xiKaRSzbO+2mJ1aYded0gu9CiWcoShx74DE0xOVUmTDNe7e78/IYT4oEg4EEI80JRSFNwcf2H+kyTGcKg8dbUj8QdpKqzwV/Z/hk4yZE++wXS+SpSl/MvLL5JZw1vtJf5fb/6r297f2+1l2vGAsVzprhyfQhE6Po3g1vsbmuRqb4jb4enR18r+4gwlLyTaHZ1xtUPdL1N0Qx6rHsTXHsMsouaX2VuYJrUZoCi7o/qNql+iFXdpp71rukwX3BBPu4QuTBdKKGCx0yTvGabzJSbyoyVDc46Hqx16SYyjNFE2Cg7LvTabg/41HaWjKOHC+Q2wlk9/4SHm5htYa3jus0c4fXKFM6dWCXIeO9tdssxSKOXQSjHox8RxRpj3iaOUpz95gOEwobndYzhMaDX7oBStZp/trS4TU9IDQQhx/5NwIIR44DlKs1AY/1CneBTdHE/U9+GgcHav+G9ko6vvBsvl/jb/6+UXb3t/qcl2T6BvLxwMs4ROMiS1hl46JDHp1RN3gNik/HjzDCuD5i33M8hiduLeTe/PTBMY1QSkZhtshlIBBadAqTCNtSmWdy+FGjGdK4y6DdsUrRQFt0wUv0XgHSZKThIGTwNQD8rUg/KNnpZ+OsBaS8kP6CYxlzotJsICjlL0kpjJfJFqENKKRys+aTWa4jP6c+2+HNdheqbK1EyVqd3lRpXS7D84QbkSkmUGz3XwPI0xhn0Hxnl3/UO5EqKUolgMiOOM5k6PaPhOp+pczidfePC6SgshHkwSDoQQD7x7Me9bK41/kyvuWikOFCf5yvSjt72/V5qLvLJ94ba2Xepv8921tzjdWSXKEk61V/jO2lt8aephQsfnsdoC4zc56f5Zecfnydo+AMaD8nWjCMZ0GUQvYMnQOj866TddHGecMHiaJLtInJwlM20ys43v7kXrMoF3hDTbIEq+g9ZlhvHLDKIfY0nRqojvHbnl763k+zTCAovrSyRZxkyhRDuOGKYptVxIL4m53G2x0uswX6qwr1Ij73rMFkpU/JA4y/B0gk0voLNlJiaOgJ7CZsuY5CToEEyfsbEnsdkSqJBq8S2sHaK9Yyj3AEpdf8KfC0dh4VbSNKM/jDHGkgs8kjSjVLi9pm5ZZsiMxXM1l9eajNeKpJmhN4iplkICX77WhRDvj3yKCCHEHch2Oyy/Hw6a+cIYf3Hhudt+jFKa0+3VW25jd0ck/tXll/iD5Vdox31yjs9ib4PfWfwhCniqsZ8/t+cTDN+1jOrt2pNv4P5M3UOabTBMXseYDp4zA8rFmCau7eC582hVxnVmMKZLmq2SDz6F1iEoD8iwxKTZZYxpkdk1wEWp9146dWsw4EJ7h7zr8YsLhxgLC6z3u6wPeru3+8wWy1SDHMM0IXBc2vFwd9UjWOosMR9exiSvg42w2SrafwRrE7Lht1BOFWt2UO5BbLYGKhxti8XqMZSz95ZLzt5KbxBz7tImKKiV85y5uMknH9tLmPPY2unx4hsXwUKcpoDC9xyUUnzmqQN0+hGvnrzMvtkGP35tkVIhoN0d4nkODx+a4dD8OKEsmyqEeB8kHAghxG1KTMrSYJutuAuAp52fq0jYYmnGPV5rXrztxywPtolNSuDc/GP7Um+Lr19+iT9cfoVm3Ofx+l4eqe7hJ1tneaN1mf/h3Hc41VnhYGmK8aBE4Hj42r3tLsw7cY+duIenXcaCEqHr4+gKWuVIzEWUchjlpgTXTmNtglKaLFsnMzsY0yXL1rG2iuvMYuwQayOwGq0qaGeCYXwC151+z2PxtGY8V2A8X2C6UCJwXBZKVS60d0iMoeIHHKo2UEqx2uvQiodXp/kEjkvONWA6YFpAgrUemC7YBJQdBQM9DjYDVQTbwjJAkQMbA3ceENu9IecubXLy3BoXl7cxFgp5n24vYhglHN47QaNaoJQPiNOMC8tbuK7DQ/smQSm0Vviuw3azz+xElShJOfHKMqHvMTNRAWuvmzIlhBB3SsKBEOKeM8aytd0lSUZLZlareayxKA2+57K108NxNCYzOK6mUSt+4McUm5RvrJxgebBzzW0nW0tc6m3ha5eSFxI4d36VNrOGs901fvvst277MevDFt10SMm7+fST8911vrd+kmbc57HaAr+593mOVWY5UJrin1/8MW80L7HY22Q2X6fhFwkcD087tx0OrpjN1/nq7JMsFMexZIDGdSbRKiSzrd06gxSFA2iU8lDKGfUruPJ3XLTKk6QXcPUMMCpINrbL7Zx4zxTLzBSvnRpV8HyONyav27YaXP+eWRth0z2QLYJtonQD3DlIL6Kc2dF0I2cOlAO2h81WUASgfLiDAu13U4CjNXGSEiUZrqNptgcc3T/J8nqL4wenqZRCjh2cpj+M2dzpEngeRw9MoZUiDDwuLu8QJSmNaoE4TqmVQyYaJbq9iIpMKxJC3AXyKSKEuGcWL29xeWmHeq3AW6eWcV2Hfj/mqccXKJdCllZ2sBbW1lsMdhtJTU2UOf7QLJXyred13w3fWX+T76+fIrUGi8Xa0bVnR2keKs9yqDR1Ryv5vJtWCl/f/kfw7TxP0c0xFVZpBCV+Y++neHbsIJ52eH78MBUv5IcbpznTWWUjarPY2yS5WuR8Z56ylmi3WZtC4+g6jq7i6ApJtkSSLqNUDpQLaDx3L8YOSLN1PHcvKAdj2xjbI8uaeM4cSjmAxXPmsTb7EK6AG8CidB2oggp3RwnyKGcasKCC0XYqj9IToHKAA6rAzzOnqFTI8cjhGdIsQ6GYnazw1rk1qqWQqUaJfXMNuv2IN86s0B/GXFpt4rkO5bdz+J7D80/sx1jL5dUmFsvFlW0OLoyTz/m8eWaVYSzN1oQQ75+EAyHEPXPuwgZnz20wOVHitTcu06gX2djqsHe+QT4f0G4P2Gn12drusbXdxVqL7zuk2Z2f0P6sfYVxOsGQWlC44QmVr10er+0lNYbB7vx8rRSB9qj7RZ5q7OOR6vwdPadWiqpfYDqscbwyd0c1Bz/YfJsfrL9NwQ0IbhIqDpQm+fPzz2KxfHI3GAAU3BzPNA7yUHmWs911Vgc7dNOIxKQkNrvjGTJ7i+OM50ZX7R1dx3UmMLaH1iU8tRfXmcLRDazpk9neaEqR7aJ1hTg9h1I+jq5hshY5/xGUCtFqtOSp7x4gTZfwvSN3dlB3TIEqob1Hdn/WoHyUM4HSRfCO726WR3sPgU2xZpNRWAh3g8+d6/SGbDf7aEeRpIbLq01mJirMT9dY3WxTKeYoFQIcPRop8D2HciGH547C4bEDU/ye867+0Wq3d7RkAiHEXSLhQAhxz1hjmZ+rMxgmRFGKMXa0aotSRFGC4zr4nkuY85gYL7G908PzHCql9zdqoIDf2Ps8iUk5WJrCUzeuG/jC5HEeqc5fvbqu0bu9AYqUvfC64tz3kncCvjT1CI9WF5gvNHi8vve2Hxu6PnP5Bg6KmbB+w20qfp7nxg9hLVeDwRVaKcp+nifqe4Hbf953s9irQUIphbGGzEa4zgxK+Vgb4Sofx5nEmC6QoNUYlhDHmcX3FFrpq1OKHL9OXn+aKDmFsR1GBQsfzlmuUjmUe2fhTjmN9/WccZJyenGD04sbeJ7D2xfWyeU8ju6fpNOLWNls88ihGRqVAoUwoFzMEXguE/UiKGh1hkRJQrs7ql2YbJQphAGB5zA/VcdzHYyxaC1JQQjx85NwIIS4p9LMcHlpm3IphzGWPbP1qyc4G5sd2p0hSoHjaLLMEMcZ77eHmVKKL009/J7bTYVVpsLq+3uydwldny9OHf+5HnukPMOR8swtt1EoXOV8YOfXG8M1umkbX/to5ZDZDFc5o5oBY8m7RRzlMDARgZ7GYmknTXppRGYzGsE4Ne/6E+wweOKDOeD7TLM9YH27Qz70KRcCXEeTC1zWNjt0ekPGakXWttosr7dIU0OaZlhreXtxHVDsna2zudPj0MIEKxttZiYqKAVpapidrNAbxERxKqsVCSHeFwkHQoh7qtMZMoxSxsdKDKMUz3MYDhOyzJIkKVlmcF1NmhkC3yMXeNifSQfGjuoBDJY4y8i7Hpm1xCYl7773spgfFGMticlwlMZRitQajLXXrThkdm93lCazdtSwi+v7MxhribMUV4+2sxY8R19XjzCMEtLUUPyZxltpmjEYJhQLwdV9X3kvR/8Z7VNrxU6rT7mYI8sMUZySzwec773NYu8s9WCcnA4xNsPXAZ72SG3KbDhPzgnZjrdo+GMYa7jQO0Mr2SEyQ47wCDX//V19/ygz1rJ/boxPPb6fXODS7g5548wqwyhholHiyL4JBsPkavfmvbPvHiFSVIoh1sK//bVnWFpvcXlthzjJrv4OjTEYY27wzEIIcfskHAgh7pmxRgljLIcOTPD22TX2zOZZ22gzPlai2eqjtaZUDNB6ND87n/PJ5336gxh/d1WWzBhWBx1a8YDxXJEL3W3mizVa8RBjDYcq42xHfS52R6sOWQv9LKawGxrmizV87XKxu0Ni3qllsFiGWcr+UoOJsHhHhceJyWhFQzYGPTYGPcp+jqLnsz0cMMwSFkpVqkFIag3tOKITD2nHEdP5Eiv9DmU/oOAFVPwA33FY63cZyxUwWE5ubzAW5mlFQ5RS7C/XqQQ5XK0ZDBM63SGXlrdpdYYcPzyNtZYkyZibqdHpRbxxaplPPrmfVqfH6kaHNElxPYf5mTppZri0tM3URIUXXr3A1HiZbi8iTTMOH5jEuorACQl0jsAJAEVms9EqRGgiE2Gx9NIOgQ5Gf896eNondApXlxL9uJoaKzM19s4KS2O1Ip975uA121RLMD1eue6xVwJAoxai0CzM1tg7W8NgUCgsFo0jBclCiPdNwoEQ4gP17qv8qTG4Wl89gTl2dIaHH5olNYaHDk8zjBPePLnC7EwVz3U4dGCCnWaf5ZUmUZyCAs9zRn/flVnD5V6Ts51NjlYm+dbyGWbyZZb7LQ6Ux9hfGmNt0OHH64sYa7nQ3aYVD3i8MYditOZ92cvx8tZl+umo8LibxCx2t8ms4a8ceoZGroBzB+dcUZZxqdvi1Y0VTu5sMB4WcbVmmCY0oyGfmlngofo4vSTmbHObS90mi+0mn5jaw49WLjJbLLOnVOVQtcFYWOCPFk/zcGMSTzt8+/I5QtejGQ0YC/NoFAerDSpBjk53yLmLm7zyxiXWNjokSUq7O6SYD5gYK3P+4ibf/P4pKuWQXj/i7XPrvHV6hceP72G8USKOU37w0jmefnSBt8+t8f0XzpKmhpnJCsVijtKeOkHeRyuNp30UiigbUnCLo5EbawBF3R9DK01sYspuhcymuwEhfzf+SX1s9dI2kemT2pRAh2ilibIBg6xH6OSp+hN4t9FATgghbkXCgRDiA2WBncEAV2lWu13GCnlqYYhWCtcZXY1fbXcIPY9OFvPQIzN04wS0ok+GV/E40phmmKR04phS4FPNv3OSmVpD0fOZzVfYHPbYjnoEjkMrHvJWc41f2/cYD9emOVadYm3Q4e+9+T0enZzmz8wfo/GulYr+yqFnAOgkES9uXiJwXB6pjx53p43OfO3QyOWp5/JM50sErstiu8nh2hih61ELcozl8pS9gLPNLYpewL5yjaLn08jlcZQmdF0Cx6Xq55jKF+kmMdvDPuUg4PXNNRq5PFpptoZ99ts6g0FMpzvEGIPnOmgFS6stllabfPH5I6xttlm8vM3SapM/+ObrPHF8D089usDZCxt8+pkD+K4D1jLRKLFnpkajVmSn2Wff/Bieq1mYq1OqTBDbIVpp8k6RxMRo5WAxxNlo1CDnhOSckGE2IDExE8EUvbRLRkbB+eD7UzzILg9O00vbdNIdxoM5LIZh1mNlcJ7J3DzH3BKelnAghHh/JBwIIT5QqTG8srxCJZfj+xcu8tzCHg7U61enmDhK8/LSCoHn8uryKo/PTNGLY4y1DHcLMuerFS632pza2OTRqUk+f2AfgTv6+NqJBvxk4yK9JOaJsTn2lxt8ceYwq/0231s9B4xGF9YHXb69fJrT7Q0mwiLfXD7Npyf3M5Uvod81Zehse5MXNy7ytfnjHKqM/9x9DFrRkDe319ka9kdBSClObm9gsXiOw8ONKQqezz8+9Sr1XMgnp+b5ydolenHMdtRntd8hcEbdi6tByP5KnT9YPMWlTot6Lo/rOJxubrG/UqeWC1lZa3HmwgaLS9tcXtlhe6dHmhl83+XC5S3KxRwPHZpiea1Jo1Zgs9nj4vIoLPz45QvsXxij0x1y4uQSzz9zgBNvLXH88Ay5nMcLr1zgc588zNR4hQKFq6/R0+8Uvv7sqMCVkABQ8q6fJiPulKWVbKLQ1LxxrDV00h0shkYwg6Pc62pxhBDi5yHhQAjxgTLWstbtUfQDkixjoVrl/M4O3SjGAqHn4jqanf6AUuDTHAzJ+x7dKGanP2BfvUaUZWilmK9WGaQp690eY4XRSepsocKj9Rl+snGRYZZwYnuFi90dOknEfLFGP41pxQO+sfQ2l3tN/uL+J9DAYm+Hr196g39r4RHGc8WrRaBRlrK3WKcW5H/uYJCYDFdrnhif5o2tNVztcKw+wUvrSwSuy5PjM7SiIeNhnulCmbEwzxf3HOAPLryNX3Io+wHnW9scKNfppwl/fOkMnzV7aUVDrLUUfA+tNJsmI9nt+dCoFXjykT3UKiHWGKYnyjx2bI4w8KnX8ozVi7x+ahnfd9lp9fmVLz3Cq29eIsx5PP3YAtVKnlIh4Ls/Ov3OC1HX/EfcU4qKN04/bQOWslfHkBGbCIUi75RwbrIkrxBC3AkJB0KID5QCir7HhZ0dnpid5sLODk/NzeLqd068f3LpMt0oZrZcphj4GGMxHizUfB6bniLKUkLXI8kyHK0pBdeuwmOspZfEuErzxZlDuMrhbGeTf/fIc7y2tUwvi+kkEX/r+Of49uoZAP7msc/yD0//hJPNdaoTIYHjkllDehdWe8msoRkNWet3KXg+jtZc6OzQyIUYa1ls71Dxc1e3d5Rmvd/lja01PMfBGEM5yHG+s8NzU/M82pii6I1es6ud0YiCUteEl82dLj/+6Xl+9NPzaK05tG+CV964zMxUBRTMTlUpFXKcW9ykUStgreXycpODeyfYbvaYnarSHybESUarM6BQCPA9F89zKJdCtFZYa6Xg9R7aXzxOJ2kS6JBu2uRA8VEGWY9h1sNVLq6WJUyFEO+fhAMhxAfKcxw+u28vm70+zeGQgudddyX6E3vmODw2Rns4JOd5GGspBQFr3Q6h5zJVKuJpjasdxgp5HH3tFX1jLUv9JtFawmRY4vnJ/ZztbHKhu81Pty7zN44+x5dmDu8uK6oYdQSAv3r4WYy1V49ntd9hddjG0ernHjUAKPs55ktVXt5Y5u2dTSbyo1GOxBi2hwM+O7uXI7UxBmlCajIO1xr8eO0SU4US/+Fjz1EJ3gkOUZbST0f1BlopZoslpgtltFLEWUbgjqaTlIshX3z+CLVKgRMnl3juqX2M1Uucv7TJibeWePjoDForquWQXODxh99+k7GxIp955iD/8J/9iMnxMheXtskyww9ePMfDR2bwPAeF4qnHFoDRevqeJ1en7wWlFL7K0QimACjuTtUquOVbPUwIIe6YhAMhxAdKK0U1DKmGN+5qbIxFKaiGOarhqBEagFKwv17H7q7nP1+t3vSq9dHqBL+5/0l24j6HyuNU/ZDpfIlvLJ3ic9MHr3YyViimciWuhIMrx3fFnyy/zeawx5dnj1Dyguuf6A4Yawldj8/M7uPx8WkA+mnCT1YvEu8umWqBdhxxrrVNyQs4WKlfM6ICcHpnk8V2k5c3Vnh0bIrpQglHaRTw1MQse0oVBmlytafBwlydpdUmf/zdt0ApCqHPIw/N0mwPuLC0za9+5TFqlTw/eeUCv/KlR4iSlL/w1Sd56cRFpsfL/O3/wy+yeGmLt86sMuwkKKUYJin50CefD6hXrw9nQgghHhzqPQqYpLpJCPGBSZKUne0+xWKA6446+3Y7Q9Iko1AM8DyXYZSQJClB4BGGPo7z0TgxXe11+OOLp1nqdZgIRyMHqTFsDns8Pj7DLy8cZpim/JcvfYf/5MnP8P/4yTf5T578DGNh4ZrA8tP1ZcbDPAbLC6tLLHZ2SN419WlPscKnpufZV6lfdwwwWko2yQwX1nc4eWmNzx7fT6WQQylFlKS8dOYyB6fH+OGpRZ47ssCLZy/zueP72er0cLSmGPr86ORF9k3WWdxocmzPBNO1EloCghBCfNTd8IqbhAMhxPtmrcViUOjbmpOe2QyN5s3XL/PDPz3NzFyNsfEyYHn91Us0d3ocPT5LtZpnZaXJ9maHqZkqTz2zn5m5G58EfxRd9/mr1JVWxTd1J3P+jbVEScqpyxt8941zzDTKrDe7/NZnn6AY+rQHEf/ff/V9KoWQlZ02/Sgh9D1+6ckj7J+s8/WfvEkh57O802G92aFRKvD0wTk+eWSeekl6Fnyo3v3v4sq/gSu3vfvfxM3+/Siu/0aX+hEhPu5u+CEg04qEEDdkrcFgsHZ0lfrKeYUClNJoNFfOOHppi614hZo/Rd4pAYyWVsRi7KhhmVYuCoVSiou9N9mTP8r8whg7Wz0Gg5j9BydYX21RLOVQCoLAxQK+72ItbKx1aLUGzMx92O/Ezdh3vSd3fpJ1JRhEWUZmDHnPw1pLazgk57r4jjMqtI5jUKNnyHsennP7c/6b3QHfPHGGn55d4mvPHOPQzBi/9+M3+Dtf/x6/8vRR2oMIY0FrxdG5CS5vtmiU8vSGMb0o4dPH9rLa7DCIE0phwHqzy8JElUoh995PLu6a0b+VDGwCygM7mlZmTQt0HqzL1f9DbRdUsPtjuvuYAPDBDke3oUH5KG481U8I8fEm4UAIcUM7yTqvN7/LyvAc1hr6WQeAglthPJjnkepnafgzbEVL/GT797nUP8lMeBBLhoPHFyZ/i81oie9u/FMc5fOZ8V9nNjyEtZYXt/+QydxetONz6q0VhoOIg4cnURpm99RH04oKAVGc0mr2efSJBY49PEsu/HAbPFnsLcZPze4fjb3NEZOf1YkivrN4AYAv7N3H2Z0dXlldZZDEPDw5iTGWrUGfF5aWONIY4yuHDjFVvP1GYjnf46kDc4yVCixuNJmqldjp9Pk//drnubzZ4tXzy5TCgOlamdWdNqUwIEkz9k7UsNbyJ6+doV4q4GhNOe9zabNJnGZ3/DrF+5VB9A3QE2C3QY1jnQkY/EssDsp7FMwW2A5ka+BMgspBtgpmA5xpcObBxpC+BTiQ+yXwHrrXL0wIcR+ScCCEuKGaN8lnxn8dCyz2Xmd1eJ65/BFmw8MAGJtxrvsaL27/ASWvzucmfgOF5mz3FY6WP4GvQwwZR8vP4escL+/8Md/b+OeAZXlwhhe2f5/q+lP8ub/4DIVCjvW1FuWyh+M4xHFKuRLiew7zC2NUa3mKpXtxtdrQGX4LpRzAwXfmyEybzGwTpRcYJicJ3AOUw18k8Pbd0Z5TY/jh5ctoFM/t2cP3L11ivlLBWItWioLnc3pri14cc7Bex3M0aXZnJ+ah7+K5DmdWttjpDuj0h5xe2WJ1p8PB6QaT1SK//cc/odUbkBlL6Lu8fG6Z3/j0Y4xXCnzvzfMoBb0oJjWGQZRIo617xWwCCkwTVApmGRu/ALoGzgTYCLIVsC0wAXhHwLSAHDhzgBntQ4+DckfbCyHEDUg4EELckNpd8nM7WubN9g9pxms4yiXQeSZy8yhgKrfA47Uvcrl/kld2vkHZG+NLk38FXwdkNsNYw068gq9D9hYeQSnNkdIz/N7lv8vT9V8iN1a6Wnw7u+dKLcG7JzBdOZY7m2t/t3SH32cQnyA1G4DFdxfwnQUcXUQrH8+ZwHXGdsPDnXG05nCjwTfPneOfvfEGv3LkCDnH4UijQWYME4UC55s7o47K2qGaC/HvYEoRQJRkLG21cF3NLz99hD986RR/4yvP8rs/fJ2//uVnblpUrBS8cPoSJxZXeGL/LPViHqXgqYOzlMIcxlpkQdMPma6C/wlIL4MKwTZR/lNYFY4CQrYO6FEQUIXRNihgCDYdBQIs4IAqjaYjCSHEDUg4EELc1NrwAm+2foCnfI6Wn6WbNjnR+g4HsycZD+ZZjy4xyLoEToHYRAyzHt9a/8ekJuHJ2i9gMXTTHQIdMRMe4ETzT9lXeASFQivnmiUx3zn3v3+KJBUKV9fxnAlSs40mh9Yhxg6JsxWSbAWtChjT/7n2H3oen9wzR+iOejs0h6Pu0Ha31uCTc3vYGQxoDYf4joPv3tlHdnswxHUcPv/wfjZaPb72iWPsnagxVspzcmmDR/dOs3eiTj7w2er0CTyHwzNj+K5Lzvf4z37zy5xYXGNpq3W1E/P5tW0apfwdFyRba8msIbHXj34oFL52r1ml6UZSk5HaDF+7vN1e2+1srdmOeowFRSr+g3rCq8F7EiiAWYfgkyg7jWW3R4czBd4xsGY0eqB2q4+Dz4MuQLY12odzYDQtCUYBQgghbkBWKxJC3NDa8AKn2i9QD6aoeOM04w2q/gRR1mM9WmQ+f4zExLzR+lNSm1J0axwpPcPp7kuETpEna19meXiW9eFFcjpPwaviqxyhW+Zba/+Ir83+B4TO7c+fvxfi9BKD+ATG9nF0BWMjrB2SmTbGdlF4eO4sef8xfHfhjvZtrcVYu3uCp65+2F75TB4Vfo9uN7u3uVq/5wn0u2XGkBmLoxWZGU1XcrTCWEuWGTzXIUpSlFKj/hJq9Ji875MZg+NoknRUMH2FVhrf1Xe8lGknGfKDjTN8c+0N5vLvrDgVm5TtqMf/Zt+nqPp5/v6Z7wLQT2MAQtdHAX9536fIrOGPV15nb3Gc15uX6SZDmkmfshfydGMfnxw7wETuAWwKZi3v1LfEgL8bodPdDa4sDgDw7vCld/+8c5tl9LtUOPBzjHgJIR4oslqREOL21f1pnq5/BVf77MSrKKVwlc9UYR+z+cO4yiO1Cb7OsRYtcqn/Fqe7P+VQ6WnGgz1o5ZKYmDdb3yd0ijw79lWmwwMkJtpd6ej+5+gyOe8h4uwimWnj6iqucwCAJNsgM020KvxcV1GUUrvdmj84jtZcaQvx7vYQjlJXR21yvnfDx+rdxnGBd3e+JiyW0PGYCWt0k4hhFuNoTd4JOFCcILOG8aDE//7wFwH45uqbKODTE0fwtEPZC7FYjpSnmc1XiU3Kd9ZOUveLLBQaHC5NUfMf0KvhSgFXGvm9uznfjX53N/p/653f4f0zLieEuF9JOBBC3JCrfFzHRymFp3PknRK+DvC0j4tHP21zvvsaa8MLjOf28GzjaxTdKjldwNUemU1p+NN8ZuIvMObPkndKnO68xKX+m+wvPoarbnxSej/RqoTv5vGcSSzZ7tXW0ZKsvrMXSwb8/9n77yfJsiyx8/ve+6RrHVpkRurM0rqrq9VMd4/AABgMxAIYA4gFQYKEcWlGo/hhbc1ImvEfoBl/WNu1pe2CMIMGdnb09My0mBbVXdWlsyq1DB3h4dr9yXv5g0dFZlZmicxKUZV5P2XdGeHx/Pl1jzD3e9499xyBFPe3itKXlSUlU36JspfldGediptlPltlbdQBxgFTNx6RakU3HiEQtKIhvmVTdDL8fPsCrzcvMuU/yZnOGpN+iZqX51xvgyPFaWzx5Qg6DcMwvshMcGAYxi1dvwG4aNd2+xcIEh1jCwdXZpjPHWUmc5CMXcCVPhJJSkqsQmzhUnIaZKw8jvSwhcu+3GPMZA7gWVnsL8GEWohxWoa4RSBzq9uMz0ZoQaQSNoIuQRqTd8aVqFKteKt1hTBNuNjfRgiBZzlkbYcJv8iTlXleb15AAaM0Jmd7ONIiSGMSnT6QTeuGYRgPGxMcGIbxqYZpm2Z4lUHSxrfy1L0FFCmDpE2sQkAjbcFGcIFB0iLVMbOZYwhhMUw7DJIWBbvGpH+ArF140E/nSylV48mv/MjV8VSnuxu8P9tVc6UVsUoAjWeNU1S01nSTHkW7cE8n2IlK2Q579JOAdjRECkEz7LMvXwfAFhZfaxxGodFaIYTgaxNH8KSNbzlYQl57nmK8/0EiTKdfwzCMu8gEB4ZhfKpB0qETbzFKO/STHQZpB4nEFg6jtMdM5gixCtmJVkl0yCBpIYTFKO3S8BZZHr7Pi7XfedBP43ML05C32yfxLZ9Dhf2AIP2Y6juOdHDlrVcXhsmQ/+7C/4/fnv0NFrPzN0zIB8mQjOXfMNmPVMzvrfwReTvPi9VnqHoVAEZpwA82f4zSmlfqL1Jyb9yM24m6rAUbVN0KE/54At6Ne/zl1o+xsPgbs79GqhQf9E7zn1f+iP/q4D+j7JTuWYCQaEWkUmYzFfLl8WpBkMY0oz6p1lwZNFkftdHARtBFCMGF/iaOsJhMSgRpzPJwh59snWUmUyFve7jS5unKAjUvT6JSbGk22RqGYXweJjgwjEdQe7NLvpLDdj7bRErpGKUTsnYZR3jY0gOtiXWIFBbdeJOMVSDVEY70qXnzuDKDLRzCdEjOKrMdXmE++9g9fmb3TqRifrL9C15rvcXzlafI2Rl+vvMG5/sXbzq2aBd5ofo0X6k/D0CsYjbCbfpxH4BhOuLt9kkOF5YI0nEzqrydo58M+JP1v+R3Zv8as9lprN1qMh90z/BG+11yVpZu3CNjZchYHkJI3my/R6xiRirA3U3VmvBrHCscphW3+dHWzyg4Bf76zHfpJ302gu29IGcuM40Qkt9b/WMkgqvDFTbkFvty83jSu6tBgkRgC7lXhcm3xoGTFIKdSOBKSaRiBsn49VjM1wAI05iIhChN6EQj/t7CC3TiEWujNt14tHt2wfJwh7pXoOF/8spUqhSJUnuVnxKliNIUW0o04N9muVjDMIyHjXkXNIyHiEoV26st/uxf/RVojbU7+U/jlPJEie/87ivYjs1f/Nufsnh0ltUL64z648lYMAx5+psnOPzsfvysd8N5i05jdy/BCIFFxiqQsQpEasQo7WILF1dmmfIPEqgBoPFkjpxdAa1xpIcjH0SH47tjkAz56fbPeXXnDQ7m93OseIiMleHx0nHmMjM3He9Jl5nM9N73ozTgvc4HXBpcAcbBQqQi3m6f5MpwBQBXuFwdrdDwamTsDGK3rkwv7vPT5i9whI1Gszxao+KWyFoZVkZrjNIRvvQ50ztP3s5RcysU0iwKRdWtsJCd46fN18jbOcpOgVO9swRpiC0t/nDte8C423XWzvHznTcQQN2r4rru3hgA4jBBCIiCGKUUfs7DvkUlo+Zai2E/oFjJ4+c8HM9GJQobyZKsIcOYhckpBt0RcRRTn6sSpvG4BKlgXHFI3XRafMuh4RXIOz6jNKIbB8Qq5cOK2xnLpeDc+DfWHgVcbLXYGQ4p+xlquQw7wxFXWm1Kvs9CpUwnCNjoD1jrdnl2bpYnp6c++x+GYRjGQ8gEB4bxEBFC4PoOjmsTjSKe+NoxAN798SlG/QCtNZ3tLgLwMg77js+RpgppSd7/2Vn67QFxlNwUHGTtMq7MkugI0FjCxREuCkVB17GFiyUcGv4+EhWhSLGwcWRmfJXYzmN9STfwhmnIX27+iLfaJzlSOMDLtRdoeHWkkByzD6E/ppDp9WlBvuVzoniEhewsMA42Xtt5k8dLx1nKL3K+f4k/3/ghc5kZvjv5TSpOCSkkSit+tP0zNoNtvjnxVbbDHS4NrnAgt0ioIs70z3OieJSl3D5+sfMGlpA8W3mCulcjZ+ewhc1T5ROEKkRpxb7cIr7lE6iQQTLke+s/YNJv8K36K8A4HarmVsjbuRsCA4C3f3yKSqNAFMQMewH7H5unOlkiHEUMeyOSaFxz//2fn6PXGpAv53B9h2MvHODqmTW2lnfIFnzOvnaB5dxleq0+kwt1Kt/KsHRkHGCpVNFZ7fDuX5264bHTRLF2aZNnf/VxatNlzr55Cce1aa63SRNFNu8RhTGlWoETLx1iYmGcQhWrlK3+gPPNHaYKeVKtOLvd5Eq7Q8n3GMQx/ShiFMcMopiNXh+mMQzDeKSZ4MAwHiJCCgqVHM9/9wl+/7/7c449fwAhBN//Nz/l1/5XX8dxbfrtAZYtWTm3QZqmaKXJFDJ4GRfbtW/Z+tASNpZl43FjB1oLcK6ru+6KDK7M3HT/jPXlbUxlCQtXerxYfZZDhSXO9i+wMlrj8dJxsvbNz/V6Wms6cZfTvXM33D5MR+jdfzeDbd5unyRUEZN+g41wm2bUYim/j7ydoxW1ea7yFE+VH6eX9IlVQnk3eHiq9BgLuTmqboW57AxSCKYz05Sca6k1da/G1+ovEemYjOVzsvsB5/qXyFlZcnYOgeTyYJlABQySIf/iwD/FkTd/NFw5tYrvL4IQbK/sMLWvAZMleq0Bp395gV6zj9Kai+9dJY5T6tMVqlMlRoMQbzfYdD2HoB9w6f1lphbq2K5FrnjtNRRCkM37nHz1HKV6ASFg80qTb/0XX+H9X5wjV8zQXGuzs95h0B0SDEKyBR8pBcEwpFDOI65r6OBIi6LvUfTHjx8kCRnHYaFcGv9+0IzieLxaksvi2Wa/gmEYhgkODOMhIy3J5GKDymSJH/3nXyAQFOsF5g5NIy1JmiiiMKa91WPu0BRexmX1wgZxmHz6yR9BtrR5tvIktrB5t/M+r7fe5kBuH4lO2YlaH3u/ilPiROkYo3TEmf75G36WqISyU+Sn27+g5BaxsVnKLaLRXBhcAqDh1SjYeV6uvcBasM5Ptn/OMBmxNlqnGe0AmmEy4nT/HLawCdKQpdwiYRqCU6AX93m38wHvdT4ga2d4rHSMucwMK8M1NoMtvlZ/ibnd1CeF4spwhXc676P0LXJ6gF6rj5fzKJRznHv7MuFot4Nx3mfQGaG0JokSpCWZmqmMuzHbFmmSsnJu/PfleA6jQcDcwSkyeZ+tlRaVydLeY4yD2zz12crebcVanqXH5zn31iXqMxV6rQF+zqPXGhCHMfm5KqN+QJoqCtUcXuZaiVwhoOT7LFWrWFJQ8n1mi0XiNCXVirzrsTUY0A1DlNKUM58c7BmGYTwKTHBgGA8ZIQRe1uWFX3uKf/n/+k/YjsU/+b//HbyMe9MG026zj+VYJjD4FBW3xNvtk/xw6ydM+1Mcyu9nM9xmO9zZO2aUjtgItpBCspCdQ+xWMio6BZ6rPAWMy46uB5vjSTiKucwMz1WfYtqbvOl3U/OquNJhKb9IO+4wSteIdcxMZopIx5zsnKLkFDiYW6Jg53ClS8Or761mjHsEjFO/zvcvUbQLe/sjIhXTSbp7j6W1ZpiO+DhxlBAFMY7rUJksMeiOrktT67F8bo1gEJLEKXGYUKwVCKOEqf0+5XoRKQWdZo/aTJlea8C+43P0WgM2rjSR8tqV/jRJOff2JbTShKMIDTiezS///D1Wzm9y5o2LpMm14CVfztHe7tFvD/Gy7g0/g/Hm4ulCgcl8HinAtSwcyyJR4+Ncy6KRyzGMYxKV4lrmI9EwDMO8ExrGQ0QpzbA75PTrFzj71iXmD0+Dhrd+8D7hKGLpsQX0btrQsRcOoJRGpYq5w9Ncfn8ZrW6dP/8oS1TC252TfG/9B1wYXObZylMczO+n4dfZn1vcO2492OBnzddxpcM3Gi/jWS4FO4cjHWYz01waXOXC4DIXB5e40L/EIBmSqJTNYJud8NoKxCv1l5jw63uVitpRl6KT50jhEAC2sBmkA5aHK0z7UzxTfoK8nUPuBhcfVj/KWhmOF4+QsXx+tPWzG56TJSSevJYOprXGFh//cXD2zUuU6gUyeQ8v41Ks5miutujt9HF9G8exkQWJShWu7xCNIuIoYWK+RhIl1GcrbFzdBsZBi5Bi/O9HiiEJIfCzHoPuCMezEUA4iMiXs4DGy3oE/ZDOdo84iplabHD51Art7S6N2epN5/NsG+8W1Ycc61r6UNaVZN0v534YwzCMe8EEB4bxEInDmLNvXWLl/DrlRomXf+sZ0kRx6vXznH/nMnGYkC/nyJWyHHpmP/lSljhOOPmzs3SbffY/No/jfXnfFpRSpKlCIIjCGMuSN6SZfEhrzcrFLYrlLI7n4GdchLx12c6NcJvXd95CoynaeSwhydgZMh/Zb2AJi6JTwJMuS/lx0BCmIad75/j5zi/ZDndYDzaxhc3LteeRQt4wIY9UxPc3f8KRwiHqXg1rdzg/3n6VzXDrhscapQFbYZNhOiLZSG7YIyCxOFo8yEu158hYPvndAOWG5w83pA/p3f9upb3V5bU/e5sTLx+hWMsD8NjLh/n5n7xNoZrnyLP7qc9WKVRzJFHK8tk1Os0e2UKGYBBy/t0rdHf6rF/aolwvMH94Gi/jIeqSbDGzm240Hr+0JLMHpxh0hjTmqgDsrHU4/Ox+Tr1+gfnD06ycW8fLOHh+iTiMWTw6y9HnlsYrG56DaYdmGIbx+Xx5ZwGGYdxECEG+lOWxrx5l8egslj1O2Zg7PM35dy4jhKAyUeTYC4fIFjPjyZQQOK7NwacWmT0whet/ea+i9lpDVi5uUZ0o0m72cVyLAyfm0EoTjCLCIB4fqDU//P03efZrR1i+sMXzv3KMYjl3ywBBIjhSOIhG87Pma7c1Ho0mVBGpUuzPLTBKR0gs5rNzNx0bpAGJTnYn6dcm6iWneFOjtVO9s/SSAaM0YMqfYNJv7FUXkkKSs3KfOi6t9Y3f36p+KLB2aYvGbJX9x+f2qlgtHJlh9fwGw96IS++vkC1mqM9U6e30sWyLmQOTqFSxcm6diYUatmOxdGKeKBinHAWDABAUylnWL2+NV7h2CSFYPDbLwScXEVJw8mdneeevTlObKuN4NlP7GuQrOfo7A3Y2Oiw9Po+QgtOvXcBxbRzvy/v3axiG8UVgggPDeIi4vsOhp/ffdLvj2hx97sDe99dvArVdm6e+cfy+jO9e6+z0Of3WZZ58+RA7Gx3iKOHAiXG51o3lHS6eWsX1HMJRxPuvXaBYznL13CaLR6bIFTK37K474TeoeRVWR+u8tvPmbY3HlS6H8kvMZ2YAwcponbXRBsuj1ZuOjVSMusUE/WuNl/a+TnXKpcFVrg5X2J+bR2lNwc7zWPEYi7m5m1YIEpXSi/tsBltYSFKdUHQKVJzyXtoSjIODnJVlyp+4ae9DoZzj5b/+LIVKbu9nlm3x9LdO0N7uMeoFHHxykXKjyKAzZGK+Rr6co7nWIhxFzByYHFfEynmsX9mmvdndS1+zHAt5XXUhAMuSfPPvvMjEfA0hBPWZCpc/WOHAE8fJ5n1KtQKTQHu7y8zBSYrVPNsrO1SnyzTma7gZExwYhmF8HiY4MAzjoRFHCeEwolwv0GsPuXR6DWAvF/3MW1c4/tx+Tr95mfp0eTdH3h53iv6YfBRLSCzhIpG3PoDx5DrRCZGK8K/L5ZdCkrOz5OwsO2ELiSBv527ZOC1Qwcc+xigdsRU2uTxY5u3OSQIV8s3GV0l1ylvtk3xv4wc8VjrKgfx+6l4NVzokKmF5tMrrrbdoRW0Egjda71Jxy7gf6X4sEEx4DWYy04zSEYLx3gYhBHOHbt0ULFvIkC3cmFp1fVnS2nT5pvsceHzhY1/DvbFIweRunwIYr1IsHLn59SrXr5XHnT04xexB07zMMAzjbjDBgWEYDwWlNHGYECcphXKWfCnD9mobrTRaQziK2FptkcQLbK21OPTYPNK2iIKYxnQZy/r4yf/HaUcdLg6u0IzG+wl2ojazmY/voqXRBCpkJ2rf9LNIhTfl/Scq4WT3NJeHV9kItujEXYpOgZdrz3OkcBBbWJSdEq+33ubnO29wtn+R2cw0B3KLTPgNzvcvsTxa45XGS0Qq5r3OKepelZydGQciHw2IFHxv4wd8pfY8U/4k1iOewa+1JlIJSmt8y7khoGqFQ3KOiyOsvdu1/vA3OP6bEwIGybjkqydtgjTGEpKc4938YIZhGF8QJjgwDOOBCZIN4rSFlB5KhQhhY8ksSo1wrRog0KRonRKlzd28eI0QFr41g3Ndc7VBd8TOVpdKvYDj2mTzPkopNld2qEwU6TT7dFsDmhsdBr2A2nSZH/4vb/Arf+s5+t0RmZyPZX/8ZNizPGYz05TdaylZ/WTA2f55zvcvIRDMZ2c5ultV6KMsadHw6iitbpnfL5AsZOfJWP7e/gGF4mTnFGvBBjWvwsu15zlaPLTXBA3gifJjzGSneb9zmjO987zTPonSigm/wYTf4Ov1r/BS7VmG6Yj3/FNcGSzTjfuoj+xjuF6iEm7ZDe8RtDxsMUgiTpRmsK4LDl5rXuLZ2gK2sFgetuhGI4QQzGbL5GyP9VEHS0g2gx7dOMCTNoMkYipT5FhpiqJreioYhvHFZIIDwzAemH50hk74Do4soHSILQs4Vok47eDbs2gdowVYIkM/Oo3WCZoUWxaoZ4p7wUEcJVw9t8Hy+U2e++YxAPKlLEvH5/jpn77Lr/39lzj81AIz+xp85++8wPqVJsVqjq3VFguHp7jw/iqlWp6M/fFXdEtOga/VXyJvX9vsO+HX+dbEK7xQfQZb2BSdAgUnf8v7Zyyfl2rP7vVB+KhEJRwq7GfSn9ib+LvS5Su15/Asj7pXxZU3V16SQjDh1WlM1Hi++hTrwRa2HI/lRPEICo0tLErS4av1F/hq/YXP/gu6hxKlGEQRedfFkp+8ajOKY5TWZBxnr2TrvaS0YjPoA3B5sMN20McWkn35OhnLYW3U4c/XPiBMExp+ntVhm182rzCRKfDNySNYQnK2u4kQgm484u2dZYZpRMXN8lR1gYVc1QQHhmF8YZngwDCMB0aTonRErHo4VhkpPGLVR5EwiM+RqCGuVSHvHsGzJlDECCS2zGPLa5P0QS9ge71NqZpn39FxfnqumOHE8/v503/zKisXNkEIphdqSEviZ13e+8UFnv7aEU6+doFSNf+pF8p9y2chd+Ok/sPGY43PkCXiSpd9uY/PubelzZPlx266fX9+8RZH30wgyNk5DuSvvS5SfNJOiQerF4a8ubbGywsLDKKIC61xr4cwSVgsl5nM5/fSdS61WsRKcbhex9/tWxAmCZfbbXZGI3zbxrUsRnEMQrBQKtHIfXLFpk8SqZQfrJ/mcHFi77bXm5cZJhFPVOZYHbbpxgHfXz/FE5U5Hq/Mcra3yeHiJA1/HBzmbI+Sm8GXNlnbpeRmqLk5al6OiUzhjsdmGIZxr5ngwDCMB0brBNeqoXSA1ikpAVonjNI18s5BPGsSx6qSsWdIVZ9ED5E4oDWpDrm+Ls3c0gSTc1XkbjlSKQX16TK//g++QnOjQxInfPNvPoPrOzz9yhHqM2XyhQzf/71fcuzZfbdVwlXrcU8FGFfXSVJFmqRYlsS2b654dH9ptA5BxwhZQOsA1ABh1R7wuK6JkoRzzSZ/fOYMRdcl0Zpfrq6yPRxyudXif/fCC2Qch04QoIHXVleJkwRbSnKuS9Hz0MA7Gxt8/8IFCq5LwfNY6fWoZ7P87RMn7jg40FoTpDFv7Vzl12aO82brKgDPVBf4o5X3OFBosJiv8XR1Hhiv3LzbWuFCbxtLSLKWiyMtPuiscbg4yeqojdKauWyFS/0mfs/hW1NH7tIraRiGcfeZ4MAwjAfGEllK3pMEyQpR2sSxKqAVCEHBPUKqAyQOlszjWnVE2kbpEEvmcOS19J1yLU+5dnM6j+1YTM5XmZyv3nD7s984uvf13/nnv3Lb41ZKsbbZAaBUzLC13afTG5LP+UzUCuRzHmGUsL57zA3P2ZLMz1SQn5JK83no5BIqOY90jqLTLXRyAek+D8JByCpCFj/9JNdRSu12NBY3fH2nRknC+Z0dzjab/Mf33+f52Vl+98kn+f1Tp5gtFHhicpIrnQ5vra+jlOLkxgapUkgpydg2h+t1DtZq/OrSEt0gYHs4BKCezfLVhQX2lcukSn1qutKtJFqxPGhRdDOUrkv9OVya5N9d/iWrow4ajSttrvSb/PX5J+nFAe+0ljlSnOJ4eZqSm2Ft1LlpO7fY+z/DMIwvLhMcGIbxwGSdfSgdkM28iNIRjlVFqRBL+igd04/O4loVbJHFtyfx7SkcWUGIB5ssk6SKU+fWUalidrrCWyeX2djqUi1nefzYLMcPz3B1tcV/+INfMj1xbQNznKT0BgH/h3/yLXz/2nP4sCFZmo4nwELwOSbfGp1eJg3+ENKraNVFJxfRqgnCQdoHsfxvf+IZ4jil3RlSreSwLMnKaot83ieX9VhebVGt5CgVM3c8xpzr8vT0NGeaTY7U6+Or7+vr/Pm5c/wfv/IVlrtdJvJ5np+ZQQGntrdJleLJqSnKvk/J9+kGARdbLaQQhEnCII5p5HL0wpDzOzscqFYp+f5tjy1WKac66/zG7AlSrYjTaxu3vzN9jLPdDV6o72dl2GI7HBCrlOVhi0m/SKoVqdbj/RRJRKrH3boLjo9rWRQcn7ztobTa21diGIbxRWOCA8MwHpiMc3P9essaJ/BL4VL2n9q73bXqNx37oCRJyuxUmThOSZUi6ztkfJuM72JZkjhOUEpRKWX5h79zbQNwuzPiX//PvyBVN1YrarYGBGFCFCUgYHqihO/Zdzz5FrKM5TyN9L6GVutomUV630Wna6jkfSw+OTjoD0L+4I/f5te/8xga+L0/fIuZqTLzc1X+5Hvv8fxz+3nu6UVKxSyOc/tpVHGa0g4CbCk5vb3NM9PTvLOxQScMeXt9nblSiaVqlbLvs9nv0wtDUq3xbJv5UgnHsji5ucnOaMSRep3JfJ5YKWrZLP0wpBMEBElC6dOHchNHWjxTW2QhV+Vif4u1UYfJTBGB4MX6fs73tgAoOhl8y+EnW+cpOj5/c+EpXtu+xAedNSpull48YiOImfALzOcqWEIwn6symy3Ti8MbViUMwzC+SExwYBjGl5pSilRppBCfuVfBh1fqP6xFH4Qxrmuj9fjqvWNbe3sXbuXClW1+8NPTZHyXYt7n8nKTIIzZbPbp9kd4rk2aKnbaA85c2ADGKwFhmNzyfH/2w/dZXW8zP1Pl3KVN/tq3n+D4oSlc907foiUqOYtKziBkHXSPZPD/BWFjZ/72p967XMoyHEW8c3KFM+fW2d7u8cHpNaIopVDw+cXrF9Ba8+JzS1Qrt5/b71oW5UyG1W4X17L46uIiXxOCi60W//TZZ/f6BWwOBvzHkyd5fnaWou/zk8uXsYVgX6XC0Xqdc80mP7t6lSudDmGSMJnPM5HL8cri4h3vOXCkxVKhTqQSfrRxllAlPFNdwBISKQXHytP8ZPMcX504wL58jde2L/FkdZ6pTJGql+NCb4thEvG3F58hUgkftNfZCvvEarwCsR32aYZ9ExwYhvGFZYIDwzC+1PrDiO1Wn0LOp1G9tu8gSVI6/WAvEIBxo7RUKabqRYZBTKc3olTI8MbJKyzOVBkGMf1ByP75GuVi5mNz1h8/Osv6ZpdRELG0UKdRKzAYhqyst2jU8kw2ilxdbdHpBVxd2QEYpwt9wvP45leP8OTxOc6c3+C9U6sszlU/R3DAeF+ByICOABthlRFyEuk+/an3HY1C/tqvPUG3F7C0r867763wwZlVLEsyPVlmarLIM08u3lFgAJBqzSiOKfo+c8Uif3nhAk9MTWFft1LSDgL+5ZtvYkvJXztyhLzn8Xvvv88fnjnDrx86RD2b5fjEBIdqNd7f3GQYxyxVq1QzGfKuS5AkZJ3Pvsn8o1xp878+9Motf/bViYN7X//67LUKUxN+gQn/xkpEC7kvzkZwwzCMz8IEB4ZhfOkkqSIMY+IkZXmjzanzG8xMlHBsiZQS37NpdUf8+z9+kzCK0RpGQcx2q0+Spvy//5u/y/pWl//852/zwuOL/NXr5xiMIjq9ETMTZV5+ej/PPb5AIffxOetaaQbDiHOXttjc7tKoFRBi/PhSClzbYn6mwldfuDaRbHWGvHtq5Zbni+OEOE4RYndlQ3++JmQaBVohdouZaq2AGK1jhPjkSfMv37zMT39+nuef3YeQgouXt3jixBzFgs92c8CpM2ssLtRoNO6sJGc/imiNRvxvnnuOxXKZjX6f/+H11/nKwrVSr+9vbHCs0eA7Bw7g7pYv/e3jx3l3Y4OtwYBeGLLc7dKPor37nN/Z4TwwVyyScZzPFRwYhmE8qkxwYBjGPTFODdGkt+jEK5FIIe84p36r2eMnb17gzMVNeoOQZqtPPudT/0WOWjnH158/yNGlSf7F734NtKY/jPjR6+d49/Qqv/s3nseSgtnJEo8fmuHIvgm2d/r89M0LPHZohlo5x/FD0+SyH9+8QGvNMIi4fLXJV55bYnaqzFazx+JclZnJMuVilotXtnnng2X+23/5V3v3i6KE7Z0et3rar715Cdex+fHPz/GVZ5fIZG5uePbZWbtdlgVC1tFqDUEC6To6uYhwDn/ivZ96coHN7R6t9pBiMUO3H3B1tUU249LtBgQfkx71WVUzGb61tLT3/XShwH/zrW/tfS+E4JV9+25538cnJ/e+fvFzjeLz01rvrkyJO95Erj9ssLH7jxBib7VrfD59U5woTNkjwzDuIRMcGIZxT2g0g2TA+92zaA22tEhUghCCuldlMTuPLe6sJ8BUo8TvfOcptNa89cEyf/bjUzx2eJrf/MaJvcnVYBQRRglhlPDWB8u8f26df/Z3X8aSgmEQ8f1Xz/Lau5d54ugMP3nzAicOTpHxXX721kWefWyeydrHXxXXwBPH53jqxDz75mucu7jJydNrlIo+czMVAGanyvyzf/AKLz17bRI8HEW88e4VbOvG5y2E4KnH5tlpDfj2149zaH/jc6QUCYS1iJX9J0h7fncT8kUs7+XPfIZC3qdYzNDvBwCMRjHNnT5Dz6E/CL8AvRy+GJJE0dzpk/EdHMfGcSSWbd1eF2etUaRorUh1hCOz454fOsIS7m6AIEj0eIXEFi5o65YBpmEYxt1gggPDMO4JpTU7UZt3O6cIVcjX6i/y4+3XaHjjngML2VngziaZH06MgjBhpz2k1R3S7AzoDUNKeZ/uIOSnb1zg5Nk1klSx2eyRJIr/8T+9ihSCZx9f4De/cYK3Pli+7vrrZ59tSSFYWrhWPeng/gkO7GvccMxEvchE/Vo/Aa01vu/w8vMHbpo8losZJupFDu5r7G2qvvHq8e3RDNG6hdZTaB2DHo3/RQDyU0vBKqUJgpjRKCab9chkHKrlHJmMi+NYRFGyF4R9nn4HX3b9fsBf/uX71Gp5Xv/lRY4emeab3zhGtZr7zK9LpPrshOcYpS2UTsjZDfrxGqOkhRCSnN0g60zSDM4gENT8wzT8Ywjz8W0Yxj1i3l0Mw7hnpLCY8icYpSOOFQ/zTucDZjKTVL3qXi78ndBao7TmlyevcvLcGr/97ScYjCL+05++yT/67Rcp5X1+8xsn+I2vHycIY15/9wr9UcRvfP343v1hvLqhGU/2LSmwdvcLwGeb+F6/2XkQxbSCEVnHoZq5Vonmw0l0mKacb+7g2RYHqtUbzv2dbxwj1ZoUTbpbV9+SEuuOJt4aFb1NOvxXSPsQWofodBkR/AnICpb/HSz3+U88w5lz6/zRn75Dkiq+9bUj/NavP0E24+6N2XEsquUcSaLuqJTpw6JczvLiiwfY2emzsFDnwsVtJiZXeebpxU9MS7ue0imJDsZ7QrSmG60QqR6R7lNzx52UO+EVlI4ATTu8TN07YrKKDMO4Z0xwYBjGPSEEpDrlnc77pErxr+L/wOXhCqujdQbJiIXMNPYdrhxEccJPfnmBM5c2mawXOH1xg8ePzNDtZ/kf/v3P+Ad//VlK+fEEPYxS+sPwptKkvzx5hUsrO/zen7/Di0/uw/cchIDvvHyUrO+glMayPnkGtjkY8OqVq5zZ3qYbhmwNBhRcl4l8nkYuxzf272d/tUKUpry5usr/52evUvJ9/m9f/xr7KpW98/w/v/8Dip5HZnfj7Ua/z0K5xO+cOEEtm73t10dYdSz/r2Fl/jo6OYuK3sDK/n1UcgUV/tmnBgfb233+z//VdykWM/zox2f4wV+dIQzjG445fnSGV146yMTE7XVbfpi88eZlfvijUxw8MIEQ8Pxz+7h0cYtSMcMTj89/pnMoEkBQcKZpRxeZy71IMzxDmPZoBmfIOnV8WWIcOmps6WFyigzDuJeE/uSKGJ+vXIZhGI8srTWxTjjXu0isE97pfMA36i8x4dexhIUtrDtOSblwdZvVzQ7752rUK3k63RFhklDM+Vy4uk2qNM89tsB2q8+//cM3EBL+5q8+wexkeW9sP3/7EkeXJjl9YZNTFzcIwnh3HUGwNF/jxSf2USp8ci16pTXnmk1evXKV5W6XYRTh2jaT+TxPTk3xwvwcYZLw+soKf3DqNP/7F1+gHQT8tz//Bf/Xr3+NA9VxitV//Wffw5aSjD1ufLY5GHCoVuXvPvYY9duu169Q0S9Jhv+e8YbkCdBtIEVrjZX5dSzvG594hiRJkVIghCBJFEppPvpxIKXEsuQn9oO4V0ZRzNmVbfpByHSlSC8I6Y9CFhoVXMcCDcWsx5WtNkGc4Ds2YZLy+OLUXR1HmirOnd/gD//obVqtIdmsQ6Hg8/RT+3j88TmKn/L3AxCrgEGygdIxJXcBgU2iA2I1QKMQWCgVkXUadKIrSGyK7hzyDvfrGIZhXOeWb+AmODAM454I04i3O+/z8+abbIXb7EQtXqo+i2e5zGSmeL76FK68s1KTSTqesNqW2E3bGacISSFIU4UGHNtCKTWurCPAc+29vgVaa5JEYduSJFUk6Til48M3PEvKT22E9qE3Vlb5wcWLpFqTcxyiNCVKU05MTvDi3Dx/dOYMZ7a3+QdPPMF6v4cjLbKuw3//i9f57RPH+PVDh/jvXnudzf4Ae3dC3o8inpya4juHDlL2P76c6q3tBgfBHwM+ghR0iBZZhNXAzv4uQnyeSkgP3upOlz/+5Sk22n32T1bpjQK2uwNePLLIkZk6b11cZa3VI04VK80OtpQcmW3wwuEFDk7fvb4DrdaAP/vee+RyHqNRxGAYcvTIDDutAUv7Ghw9Ov2p5xhX9VKARgjruk/dj378it3jQHDnlb4MwzCuc8s3EpNWZBjGPeFKh8dLR6i6JZLd7rDvdU7xncmv41kejrjztx/bkjfsZb6+tOP1lXSklGRvURJUCLGXK+/YFs7nqL6jGTdWE2K8Z0EotbcnIuPYfGV+jt86chghBGe2t8m5Li8tzPP/+NVv0QoC/vL8BVqjEQIYxuPUHdeyOL+zw/TGBk9PT5Nzb38yL5AgLNgtJSuERGB/rsBgZbNNpZgl6187R7s3ZBhEFHMZ8p8xz/7zKmY8PMfGsiTpbofsejHPVDmPlJL5epmM63B1u0M1n2UUxVhSMlu7uylQ2azLV18+RCbr4nsOJ08uMz1ToVEvkC98tqBOCIG44Y/5pi+u+5FZLTAM494zwYFhGLdtp9mn1wuYm6/uVddJU0W7NWBzo8uxE7PjCbhwsITFVHYSX7pkbJ93O6d4sfbMQ3HlcxTHtIOAbhiitd5bNYjTlG4QkirF/koFS8rxMYyDCUdKpgoFarkci+Uyq70eh2o11no93tvYYH+1QsnzOVKvk7nDRl5aj8ZN0GR1XK1ItUH1UfE5pHPwE++70xnwr//0DYIo4dsvHKbVH/H04Vl+9OYFvvL4PuI05Z2zq3T6ATudAf1hRKWYoZDzmawWeOrwDLMT5Tsa92eR8Rx81+HAVI3pcoH2MGAYhPiOgwDOrzdpdodYlqSU80mVJogTrLucAhVFKcNhSKmUJZt1efLJBSxLojUPJN3KMAzjbjDBgWEYt6XTGXLy3WVWlnfwPIdT7487/laqOY4en2EwiDh2YhaARKdc7F+haBcI0pA/Wfs+L1afQT4kpVZ6YYjSGltatEYjarkcozgmSlJ826Y5HFGs3nwFea/qj5QEScKrV69ytdNhtlig5Pvsr4yDg7zr3l7N/PHZEdY8dubvIaxptGqh08tI58nxj2XpU88wDGKyvkujmmcwCnn7zAqH5uqMgohUKeYny7R7IzZ2ekRxQpIqSnmfRiXP/pkqjUr+Nsd8e6QQ1AtZzq032ekNCZOEZndIzvd46cgChYzPRrtPqjVRkjKKIuL05mZ8n9doFLG61mGr2efqlSa9XoDvOzz77H4OHpjYC5zvh1s3SjMMw7h9JjgwDOO22JbFYBBy/uwG+5YaTM2UEQj8jE2/F5Ik1yZh40ZoQ368/Qs0mm9OvMzp7nmOlw5jPQQpElGa0h4FzJeK/NbRw8yVSmwPBryxukZzOERdN2OzhKTkezesBCit+f0PTvG3TxzHsWzeWlujH0W8vrKKLQTbwyHPzc6Q924zXUfWEbI6TiGSFYQ1i5CffcKuNbiORdZ30UAQxTc8F9918Jzxx0e1lKOUz+ylZrmOhevc24+WCxs7bHYGe3tPpBA0SjnyGZe1Vo8zq1v0RuPNyo4lybhFFuplUnV3t9FprYmTlG5vxOJinempMs2dPpubHcqlDDMzlU8/yW26stHi1JVNHNtiGMQc3zeJ51j81dsXKRV8ttp9nj40y77JKpc2Wqw3uyAEOd9h31SV6bucWmUYxsPHBAeGYdwWz7cplTIEo4jVlRb7lyYAcFwLfd0myjCNeLf9Ae90PmCYBixkZwjTkFO98xTdAi/XnrvjDclfFI1cjm8u7Qeg6Hm4lkU1k2GqUCBKUyq7m4m11ni2xbMzM1hSorQmSRVRkvArB5YoeePylAeqVVKt9s6fcxz8204rEojr9nMI4YD4/K9zpx+w1R4QxePg7/TlTQajCKU1vUFApZBlo9nF9xwOzjc+5Wyfz3SlwLceXyJV470dr529ynqrRzmXIePavHJ8H/1RxHKzwzAY7wcZRTHrrR77J6t3fTxKaQp5n4mJItmsw8VL6Q3B1N3U7A6pFrNMVQpc2WwzDCOkcHFdi/cvbWBbko2dHps7fbqjkEo+w+JUhWZ3SH8U3ZMxGYbxcDHBgWEYt6XXHbHTHFAsZ8lmXN5+8zJCQKmc5cChSeRuKoUtbRZycyxkZ2nHXTzp8mT5BL1kwOH8EvZdLsU4iCN6UchUrnDLnydKcanbou5nKfufXmLys/Bsm4Z949uoY1k39CYYRTEX1nfGVXOs8WbZQRgxDGMube7wwqF5JvN5pBBk73B/wb0wGEW7V5w9VjY6fO/np9nY6e1NeruDgK1WHw30hyFhnNAfRixM3f2r5R+V9Vyy3nhTtNaaV47vJ4hiyrkM1oclWFPFoek6iRoHW7aU5Py7X6Xp1KlVms0+Vy43uXK1yWMn5jhyeJpM5t78LifKef74F6dolHNEUcpMvchGq48UgiBMmK4XcW2bfhCSpArPsSnnMvSG4T0LWAzDeLiY4MAwjNuSzXkcODRBvuAxMVli0A+Bcf71+lqbfUvjK7OWkJScAjW3wjOVJ1A65Y32uxwrHmLCqyHFneVjj5KY1zdWeGd7jcVChcViGUtKbCF5r7nB7xw8sXdsmCacazc51doiUYqzrW1sKTlUqQPweG2KA6XqXonTeyFVmu4wYKs7wLbGE9Q3Lqzw9NIsazs9ouTu58JrtYNWfaQ1O65YBGidonUb0k2kc+xTz7G63WGmXqJWyvKPf+sF8hmXP/7pB7i2RRSn2JbkmaNz7J+tkaYK25I0O0MqxbsTeH1WQghqhZsbxXkO9yQY+Kjp6TLPPbefajlHtzviF6+d5+CBSY4em7knj1fK+6ChnMugs7C82aaYz5CkimLOo5LPMAwjilkfcd3eHq25eWOCYRjGLZjgwDCM22LbFmmqaW73AVhdboGAfj9kNIz49q8/fu1YYTGfnWEhO4stLSId04l7n6uBSpgmdKOQME0J0oQPWltIBAfLNbZHwxuOlUJQcDwcabE5HJBqTZImbA4HzOaLFFzvnldN0lqTKIVnW0hrfEV7spRntlpkopyjms/e1e3ZWnVR8Tvo5ApaFFDJmfEPZAlpH0Sr9qcGB5Vihr/x9ccoFzI0KgUynoMlBScvrOO5NmeubDI7UeL4/ilmGtc2OM9NxjdMSB92rmtzYGmCpf0NisUMg0FEPu/THwT0uiP8xt1fPbi62eFrT+ynVsryweVNPNch4zo8c3iO7c6ARjmH59horWn1RvieQ7M3BDTl/P0N3AzD+HIywYFhGLetWPTZt9TAtiSd9pADh6YYDAI217v0OiMqldxucyeoeVWyto9E8ljxKM2ohXWHqwYwvvjpSEnFz5BzHDaG/Y+dkKZKsT7sc7XX4VCljtYaIQQHSlXe39lkMpunnsne026zUgjyvouoFsbBiu9RL2RJlebAVO3erByk26j4bYS1iNYBCIHQI7TaROtPzjtP4pRoEMJOSGO6jisly+c32dnsYTUDLr69DLbk4KEJ6uVrm5y11liIvSo5aapQiUJaAutz9JH4ItI6ATT5vMeBpQn8jAAicjmbgwcnGQxGeJ4Nux2376aJco5izkdKweH5Br5jj/t5eA4TlTyuY2HLcXO/Ui6DlIIoTqh9pD+FYRjGxzHBgWEYt0VKwcRUiXqjiNaambkK9UaRMIxZW23T7YyAcaWiVtTmT9e/zz9Y+Fv4lrfbHXnyro8pUimtYEQvCm+4XQOxSlkf9gDYCcYrC0prGpnceOXgHl/p9hyb/ZNVlNIgxrnvtrU7ecv6d732PsJHiAJadUBsIO19jCeoLp+l6f2lM+ucfOMy61d3aG11mT8wQTiK2N7s0FvrovoRM4t1yrkM7m4jue2VHa6cWmXQG1GZKDJ3aJo0SVm/tE15osjsgbv/O39Q4vgsYfwuWkc49mHy+YNE8WlGQRvXPQEiwvUukOo2QTiL4xzFkkX07kZz8TkD0Vopt/f1ZOXG/TU569rk//rmfhnvi7OXxTCMLz4THBiGcVuEEHjXTTayOQ+tNd3OiJPvLjM/XwPGwUGkYrbCHX6+8wbfaHzlro0hVin9KGLoxvSikDOtJs3RkPQjOdWutDhcrtGL9/HHl07z7fkDxErxJ5fP8H955mvMF0pY9zityLYk5dx9TOfQA7TuIWQBEKjoPUDsphUdgE8rIStAK42fcVi5tE1juoy0BMEgYmu1TdIoMD1fRVwX1Iz6AefeuUxrs8Ps0iS5Ug7bsdhabmI7D9eqQapaxPE5tB4iRZEYjVYDQJAkV1GqTxy/T6I20PYQ25olVjskyQqWVce25pC3UVbWMAzjfjPBgWEYn0uSpKyutPjlLy7iOBbTs+W9n1nCYi47TSvq8MPNVxECUp0yn5llX24eW97ZxLEbhWyO+szmizxRn2axUKEbhzQ/sufAkpJaJsdzE7OcaW3x6vpVlNYcr04wlc3jW/ZD0an5Rg7CmkG6LyGsSXS6tXt7glYDhL34ifeuTRQplDKUqlkK5RyDXkC+lKHV7FEoZ+l3RiRxekMHYNu1cT2HJExI4pRgEOB4Dn7Oo73VZePyNpOL9Xv4nO8frQO0Ho3/xwghs1hiHPwJ4aJ1hJB5LDTSqiOET5KskaRXEUKiZAWJCQ4Mw/jiMsGBYRi3JUlSut0R7daQXnfE1maX0TCiVM5w4vF5GhPXmiwJIG/neLJ0nO1wByEEYRpxqneOuew09h00QvNtm6OVBo1Mjn3FCjO5Ar7tcGpni7e31244dpTEnNrZ4mq/w0yuiC0laJjM5fnL5QvsL1Y4UZsc334H+qMQraGQvc0mZfeQEBmEyI97TmiAFBBo1UWrTSz7Nz7x/rlCBi/jIgVksi6C8b8T02X8nMdoEFKq5fdK1gJYlmT/iTkm99XJ5HykJfF8h5kDk7Q3O0RhfC+f8n0lhIvnPQ9aIWUB25pF6xCtI6SsMv6rFyjdQ8oi474TPpZVx5JTSJH7lEe4JlWKndaAWiWH/JS/0Z32AGe3cd2HnZmV2m0SJwWdXoAQ4HsOoyDGtiWF3M3duw3DMExwYBjGbUnilO3NLufObLC21mZ1ucX0TJnf+u1nmJwq3XS8FJLF3ByLuTkAYpXwTvv9Oy5l6ls2j9enAG6Y1E/l8thy9oZjBQJbSvKOy2Qpz2+WjqC04kJnh/VBH+cOVy76o5DeMOTSeovuMKCQ8egMAtI0pVHJszBRQUrB66eX9zoJj2kc2+IbTx64o8f9bPS46ZkoARqtWkh7P4y3CzMOFj6e69kcPDFDFMRoDdMLNWxHki9kxnsmbAvbsXDda88rV86y9MQCru+MNzQHMV7GxXYsyvUCzkOU827bS7jySQQSpfoI4SOEzzgSs7GsSaQso/QIUAjhYlvTWLKClDWk/GwpZlprgiDm9Xev8PKzS7xzaoW1zS7TE0WEECwt1MlnPS4tN4mihKtrLZTWTNaL+K7NzGQZz7W4tLKDbUm2dvp0eiOklIRRwvx0heMHp6iUbi4DaxjGo80EB4Zh3BbLlpTKOeYXa1RqeebnawRBzLtvX0VrzfTMuAmWQOBZHpPejd1ybWlxvHQYR9z+2096XUMrzXhjsd7dZ1B0fSpehkQpUq2QQmBJsRdIXO+J+jRPfI4sl+4wZHmzzdnlLYIooVbKcubqFv1RxEvHF5itlWj1Qt44u8xXjl9L4xkGMe9dvHKPgwM5TisSOSDFshcR1jQ6uYhOLqN1sPc6yutSquIkxbGtcd+AqRK2JW9IucrtBgdSiJtSsXLFaxNMLwO5a4tHuA9ZhRzbmtj72rJuXjESIg/kP7ImduvGfJ8kjlNOnl3jjZNX0cD5K9u8+uYFnjmxQDbrsjBTYWunz3tnVinmM8SJIohiWp0hnd6IKE5ZnKvS7gyxLEl/GPLemTWCMKZeyVMtZU1TNMMwbskEB4Zh3BbHsZmcKu2tEiRJytpKizdev8SrPznHK984QmOiiECQsXxmM5MMkvFegFjFbATb1L0qnuvedqWglUGXbhggxHhFwJEWnSggTlNipZjJF0mVohkM6cchS8Ua+0t3v2OvUoooSUmVQmlFzneZqORJ0i5Z36WQ9eiNQgoZj+OL1yr1tPoj3rmwetfHcz2NQqebqOR9BC7IHKgumhSt+6TRJTrRDJ3eCMuSNCp5BPDuuVUqxSyVYpbBKKLbHxHGKaW8Tz7j0e2PX+dyIcNktYD/EK0GfBGFUcKbJ68Sxylrmx0m6wUO7ZvgiaMznLm4STGfoT8McRybKEo4sjSB7zlcWd1haycFAaMgJkpSJkpZgjDBc22qpSyea+M6FpWiWTUwDONmJjgwDONzsW2LuYUanu/y2qvn2drs0pgoolC0ow5Xh6u07A4gcKRNL+mzHe7wfO0p3NtMLdoaDTjT2qYTBWRsh5qfZbnfIUwT4lRxpFInUik7wYidYIhE3pPg4BrBVntAtZClUcqz1uzR6QeMooSM5+DaFj946zyFrE93GFDMeuybrN7D8QA6RKsNdHIOjQWo8f9kBfSAMEo5t7zFykYbz7U5vjRFmmp++MtzzDRKHNk3SRDGnLm8SRAlLExVmJssc2l1h/4o5NB8g0oxa4KDe0yjiRNFpZzl4L4GW80+BxYblAoZRkHMynqLfM4HrVlv9qhVcuRzio3tLlEUY1tyN7DokvFdtlp9QFOv5rm8ssNGs3fDpnLDMIwP3XknIsMwHklaQ68XsL7WJgzivf4G/d6I515colYfV2JJdcpGuM25/iUuDK5wvn+Rt9vv40qXQIV76UC3w7dsNJpREqO0JlYpUZoihcC3bXpxRCcMsIRgNl8cb8q9R8YN1cCSgmLOZ6ZeopLP7G1ObpTzHN83ycX1cc731c02xZzPSycW6fRH92xcEIAOxynwOkTIBjptoeMP0Mkywn6GMEqIE0WcpAxGERs7PaI4xXcdVKpIlcayJJ7r4Ls2Uo5TtBzLuimlKEnbpKp/w+9T65QkbROnrXv4PB9urmPz2OEZXNtmslbgysoO3V7Aa+9cIVWKYRARxymVUpbD+ydotvqcu7RFvVrg4L4J8lmPhZkKtXJud4v0uAyxEPDQFegyDOOuMisHhvEIulbJ5mafXtpTs3x1h/ffW2bf/gZKKbqdEVEYU58o8vyL1/LpBeMNyWEakeqUi8MrNKMdvjv5jTsqY+pbNlU/S8XLUPYyKK33ui1LAb7tkChFmCTYUlLx7k1/gZzvIoXAc2wmKgV81yZJU/qjkCBKcG0LS4pxulE5z1MHZ9jY6THfKCOE4NTVTV489sklRe+cABK07oIeMl41yCKdZ1HR2zjWDotTB3EdG9e2KOXH3Xb3z9aYqheolLJY/YD9szX6w5BsxiVJxulEhayPRu/tWUhVn370DgIbITxSPW42Z4kCSo+QwsexnrtHz/Ph5nsOzz2xwOkLG8xMlmi2Bzx+dBYBXF5pMjNZplHJk8k4dHsBzdaA/jBkbrrCVKNIo5onSRWd3ogwihFCUC5mcR2bailHuZAhTdVeZSPDMIwPmeDAMB4BrWjAKInoJyEVN4dC0Y1GxCql7hcYJTH9JMC3HCwhqXt58s7HlznstAacPbXGoB8QRynzC1U83+G9t69y5Og0xVIWgSRjjc8xm5miHXf5talv8k77A0ZpML7SfJtXMCeyefKuR85xkQhGaYwtJFqP1wg0GiEEnTAgUil5+95shs35HlIKGuUcj1WmyPou253+OKe7mMGxJRdWd1jZ7nBscRLPtSnkfM4sb5EqRT5z70qfCllFui8BFip+b5xmlF4CaxHpHENIl3olT6mQoVLIMhiFLExV8VybKE6YqhWYqhYo5jMMg4hhEGFZEq3HqyVSCHL+ePyJ6tIP3yHVI5QOidI1QJCx92NbVTx79pOGanyKcelRe7y537M5uFBHCMG5K1sIoNsP2Gr2ieIUaQlc1yaOE5qtAZYUDIYhrmsxCmN8z6VSzKJSRbWcJZ/z6fQDqqZakWEYH2GCA8N4BFwZNOlEI365c4mX6gcI0pgPOmt04yEv1JfYGHW5ONhmyi+Rsz1eqO//xOAgk3WZmimzuO9aJaJgFJEv+KyvdSiWslhCUnOr2MIma2e4OLjCYm4WX3rsRG3UHaT8FFyPgnttYp11bp33fi9WDPRuZSSlNGEUk/NdGqU8+6erKK1xbYvvPneYw3MNOoOAdm/I/ESFpw/OkqSKJ5ameefCKhnX4Ymlmbs+vptJhKwADkJ3EfZhkB6WtY+ivPa7/bDW/eGFiZvOkM965D+hh4Mli2hSwuQqvrOfgv00IJDCR+ngbj+hR45jWRw9MIntWDxxdHZvVe/Y0hSZjEsUJQyDiChKaFSuNVYbjkKi2Mf3Xb77yjGiOOXScpNOb7SX/vVhqVRurj5sGMYjzgQHhvEI0BomMyUcYZG1XUZphCUEGcvFEhJLWmQsh5ztkrc9bPHJKT/FYpZKJUevO0IpjQAs26JSzeE41+6r0WyG2xScPNthk7XRJv1kwAvVp3Hll2tD63AYMRyGjEYxjmMxkcuiFKyutlFKUSj4uJkMV640SVPN0dkG1ep4wuZKi0NzdQ7N3a8uwRKEN1410Fugeqj4lyB8hGsh5F2aEWqFJXJonRCnWygd7PaWqCCEfdvVqIwbua7Ni0/tB+C3v/Pk3u3PPr6w9/VkvXjT/W5lqvHZjjMMwzDBgWE8AoI0Jkxj5nNVcrZHmMYsFSYI05gJv4RnORRtf5xHL23cT9kPsLq6wy9ePUe5nKPfD7AsydR0GduWTE+XgXGfg6yd5dsTX2cpv8C+7CxHCgd5s31yb5/Al8mFC5tsbHQJwxjbsYijlCRNSZNx3vbERJHRKGJ9o8tgEPLiC0t7wcF9JzyEfXC3+ZmLTpcRzgl0ehWdXIa7FJclqg0ICv6zKD0iTD4s02rjWFWkMCkr98KH/Qk+DL0011K+rv85jPcQSbMD2TCM22CCA8N4BCzmakQ6ZSpbxpUWWctlBk0rHCKAxVydxazGkpKSk8GzPnn26Lo2U9NlFvfV2dzo4rgWTz61SK8XMBiGwHhSkrV8jhSXADhaPATAM5XH7ulzvVe2m3263RETE0WiKKHXC1BK4dgW9XoBx7FYWxvi+w75vEeSqgc2ViFchPVhfwUNsohOV8eBwd1aNQA8e4689wQahS2LaB0DMIxPk6oRvj1/030SlTJMI1KtxitOwqLwCSlsxo2COKYTBGig4HlEybjjdZgk5DwXpTT9MGIYx7i2RSOXJes+XI3oDMO4t0xwYBiPgOls+Za3z2XvrOZ+mih2mn2U0nupRaNhzMRkkRdfPvg5RvrFtTBfw/dsCoUMUZyQzboIIej1gt1maJDLeSil8XYDhAdBa7VbynQExGgdgdpCRb9E6w529h/fvcciIUxXUSogUW2idAMpfGLVJOscw7FqxCphlMZ7ue6DNORMd51hGmIhKbkZXqofumtjetit9/q8tbKGBo5NNri406bouYzimEo2Qz+MaA5GnNrcYqqY5zuHD5rgwDCM22KCA8MwbpPg0JEpao0CpVKGXneE1jA1XabdGtLc7jM7d48bfT0AExNFCgUfIUApjZTjKkmeZ+M4FqNRDAcatNtD4lhRemDdZ0N0cg6VnBx3RlabaDSW+yK2943xXoS7RGBRcJ9CCJ8wWcaSWXLuMYL4CqP4AmGywkBNcba3QaRiLCGxhTXewC3tcdFV9eBWWL6MCp6H0uO/v7znstzuMJHPYVuSjV6f9mjcyXq2VMR3bPP6GoZx28SnNCK6dx2EDMMwjLtO6xE6uYxWmwg5gbCm794G5FsYRB+QqDYahSNrOFaNILlMmKyRdQ6Qc4/fcHw7GnKqu0rWclFaEaqUF+sHPubsxkddbLY4t93Ec2ymiwU2ej2GUUxrFOBZ48ArSlKkFJQyPk9MTzFdLDzoYRuG8cV0yw1JZuXAMAzjISJwQZbH6UQiAyRo1RlXKhIut91c4lOM4ot0gp9iyzJCSEbxBbRO8OxZLJG9KTjI2i4H8hPjnhSYzbK3TcCvHFrCkpLVbpcDtRq+bRMkCYlSZB2HXhjRHo2wdjuHG4Zh3A7zrmEYD5EP6/BLKUiVxjbdT78QPvy93J9utBqdbqDCH4DaQeseQpaR7stI90UQOa4PEIQQ3LCCLLipBOmtVpjH90tRekiYrhKlm2Sc/ThWgzBZJtU9xC1K4rrSpuGbspp3an+1svf1TPHWr2MtlwXK92dAhmE8dExwYBhfclprUqVJkpQ4Tlnf7rI4U+X0xU2OHZxCXHfMh8cDew2VpBTYltz73vhkSZKS3qISkWVJLEuiUk2SpkghkJYEDVGUsLrS4sChyVuc8S4TNtJ9Eunu1sXXKSq9TDr8n0mDH2IX/gVK1IlUSKoTsnYegWCQ9PCtLNbux8L1fw+JTkh1jEJhCwdbOAgEQXKFKF2n4D6J1gmj5DxhsopG4VoNpLj7zegMwzCMe8sEB4bxJTccRbz61kX+w5+8hVKaowcm+fbLR/j9v3yPjWaPainLVrPPz966SKoUrc6QrO/iuhZCCB4/PMOvvnyEWjn3qY+1dwVZiL2g43qPQoDxF3/yHm++fnE88d+ltebJpxf55reP8+brl/iLP32XmbkKzzy/xGAQsnRwgu9/7+T9CQ4+SlhIewmR/+eo5CxB9D7nowJXB+fRaCb9WRreNK/u/AVZK8/Tla8y7S8gtUQzXmM403ubbtLGEhZT/jyT3hye5eNYVSxZojX6AQKJby/iWJMoPSDvPUnWMXsJDMMwvmxMcGAYD4FiIcO3v3qUS8tNojjh5Nl1Or0RUsJkvcBTx+b4zteOAvA//adXee6xRQ7vn8BxrNvKQE+UQqFxrWtvHbFSxGmKa1k41ic3T3sYpGnK1751jJe/fnjvtld/cpbtzR5pqnB9m6MnZmlMFNlc77C+1mbp4MQDHPEukUU6TyKsIWn4NgqFJSxs6TBM+8z4i6Q65crwHO2wSahGaDSezNCOt0l0TDtq4kqPujsFgCWKOLKGb80jhQtI4nSTnPsYjqzRC9+kmv3Og33ehmEYxm0xwYFhPATSVNEbBGR8h043YbvVH3ftrRb44x+9z3/5Oy9hyfGVboHgP/zJmxzeP8FvfuMEldJnL7l5emebn69dZX3YQ2t4ZnKGThhwtdfBkRb/8NiTTOYeUFfg+0iIG1dJbviaazn7eu//HrwPxyiQeMKn7k1ScCoEyQAtoZu0UFpxIvccC5mDyL0u1oJ3Oj/n6vAsE/4ssYoIVUCWPEII4nSLRLVQOsKSOXx7EduqIIWHaz2AlRLDMAzjczHBgWE8BGxLks96bLcGPHZkhnolT/b8OheubPOdrx5FyhvXB377O09y4eo2//2/+wl/7zefYXGm+plSgnpxyCiJOVSuo7TGEpLD1ToauNxt8dr6Mr914Og9epZfDH7G5dWfnOXVH5/du01IwRNPL9zy+DhO2dzosrPdu19D/ESu9FjKH2OQ9hilA3L+PoJ0xL6Jw5zpvcu0t4Al7Bv+Hh4rPsdC5gAJCTY2OftaacxG7neoZX8D0Gg0SgeEyRVGySVAkuXwTWMwDMMwvrhMcGAYD4E4SdnY7tLuDOl0R7z5/lXWNrscXZrkhScXbzrecy2++8pRtlvzTNQ+ew30mXyBZqnCMI6RQjBIIsQISp5P2cswX7x39fS/KL769SNYlkRKwdHjs5z+YJUoSvnK1w6hUkUcp7Q7QzzfJgwT3nzjEp3uCPXJPWXuG4HAlT6O9Cg5NQSCglNGIjlRfBZbODfdx5I2ZbcOu7sQrq9mZMk8FtfvV9FoHSFEhpx75J4/H8MwDOPuMsGBYTwElNZ4rsN3XjnKVKPIZL3AW6dW+I1vHMdzb57sCcBzbRamK0gpPvNG4oqf4WitwSiO0UDecck5Lu0w4MnGFBPZhzulKIoS/uoHH7C63OKFlw9RaxSY6pT56Y/O8Bd/GvLy1w8zHERsbXSYnS3z1LMHeeWbR+l2Rnz/e+896OED16cX3fw7d4R76/vw8X8jvegNlBqRdY/iWnUAonSLWG2R47MHB0or2vGARCVM+JVPv4NhGIZxT5jgwDC+5KSUVIpZjh2colLMcvrCBkmimJ0ocfriJsMgplSY5cO5Xb2ax/ddhBC3XXc/73hkCs5uAgnjcp0IKn4GS4i9fQ0Pq8sXt7Ati6+8cpjF/Q2kFCzuG0+I11fbtHcGPPP8fo6emKVY9PF8Z6/E6cTkw7mqkqo+qeqjdXz9rWid8EkbLiIVc66/ys+3P2AqU2U76LAVdghVzEJ2guerhzlYmL1u74NhGIZxP5jgwDC+5DzX5sBCnVRppBDMTNw4CXUdi+sv+n7jhYN4rn1HDdLGtftvrkj08NcoGptfrDE9W8HzbBxn/PbpuDaL+xvMzFawbInr2hSKmRv2eZQrWX7luyce1LDvMc2d7LqOVcogDpjwy1warOMIm0E6IkhjgjRiyq/dcnXDMAzDuLdMcGAYX3JSihtSh3zv5jSi6xVy/r0e0kPL92+dduM4Fo5zLUT6aAaObVsUb6Mq1KNA7/6XtXyU1pS9PO24j9JwabD+0K9CGYZhfFGZ4MAwviRSnRClAbEOb7hdYmFLlyAdMkxvrIgjgKJTI2sV9nLGLw3eZyZzAFd692voxhdYmirWV1vMztcezAAERCrhVPcqedvHkRb7c5PEKgHL/I0ahmHcbyY4MIwviUiFbIZX2Yk2GCQdOtE2k/4CGbvAhDdHohM2gsusjS4xndnH6ugi+3LH8K0cWavAL5p/RqoTLg5OMpc5hCNdHi+/TM4umfSNR0ASpyxfbfLjH50hn/d4+tl9NHf6HD8xx1987yT/+J9+/Y7OK7ARwkFw+1f6FYpBEuAIi8dK+7gwWEOj2Qw6rI6aFJwst9emzzAMw/i8zLqtYXxJONKj5s3Q8OZQWpHqhNnsQWYzB8jYeYZpj7XRRdrRJkE6YCda5/LgA9AQqiFVd5K6N40Aym6dujeN0ilaqwf91L7wer2A1k6fMIxv+fN+L2Bzo0swivZu00qTxClxnBIEMZcvbhFFCa2dAasrrfs19D2pUgwGIVGYIKVgbbXN27+8jFaarc3uHZ835x6n4D2DbZX3brNlFdeaQnzK9acgjbk63ORQYZbpTJUwjbGxaPglpvwK0gQGhmEY951ZOTCMLwlb2NjCZpj26CVtELA2ush89gh5u4Qrx7nbQTokTAMq7gRSWLjSoxVt0Y43cYVPomIiNUIg6ERNfJnDvcUmY+Oa1ZUdOu0R+w80aDTGezpGo4grl7ZZX23TaQ/Z3u5RKPhMTJYoVbIsLNbZWGtz6eIWjYkib7x+iULBZ2enT6NR5LkXl1g6eP86CI/bLAjyeY9CMUMUJfR6o899Xseq3nSb7+xD6wQpPn5/iycdDhfmKDk52lGfzaDNb82+BBreaZ/n8nCTkps3KweGYRj3mQkODONLYpB0uDw4RT9pM5s5wE60Ts4uc2HwLtPpfgZJh0SFCCFISQjTEb6TpRVvUnYmWA+u8HT5G3hWhu1wDUvYNLw5LGHeBm5l5eoO759cpt8NWL66w2AQMjVdplTKMD1boVrLsXylyWgUUWsUyBU8LMsiihKuXNqmVsuTyXkIIfA8B5Uq3n37ClPTZWxbUihmHvRTRCtNpzOk0x7e1fPa8tP7XdjCYtKvUPeKNMMuoYqZz06gtSZre2Qsz6S7GYZhPABmVmAYXxICi5Jbp+bNkOiIUdpnMXeEfFjEs7J4lk/Dn2Oo+vTiFkE65Pnqdyg4FaSw6ETbrAWXEEjms4fxrSx5p4wwdeRvKZvzmJ2rEgQxmxsd2u2Eai3H3EKNUjlLPu8ThQlXLjdvSBNyPZvZ2XETryuXthkOI/yMQ7czZH6hRrGUYXWlRa1+/xvGKaUYDiOGgwjft7lypcmPf3iKILh1utS9JITAQmAJyXTmus3QAg7kZ+77eAzDMIwxExwYxpeEb2WYshaRwmI7XCVvl/GtHDOZA0QqYDNcRgjJjL9E1ZtikLTpJS0a/hwrw3McK76AJWxKTp1Ex4TpiGa4huO7eNaDv4r9RVOu5ChXsgRBzOn3V2g2+0zPlHnsiXkcx6LVHNDvh7R2+rSvu/KezXqUSxmSpIDr2rR3BiSxYmdnwNLBSYIgZnWlhXwApTrjOGVzo0upnGXfgQa/8VtPUSplOfX+6n0fi2EYhvHFZIIDw/iSkOLavoCCXcHOjmvuCyGwhE3GyjOXOUDGylN0aozSAZ14G4mk4FSZyx4i0QkT/riyEWh8K3fDeY1rhACVat765SXSVHPk6AxrK20q1W2WDk4iLYHn2eRyHrZjIYRgOAgpFDIUihkKBR8h4P13l/fOJ4RAygeTLGPbkqnpMi+9coiZmTIzsxWOHZ8hChPefuvyAxiRYRiG8UVkggPD+BLyrSy+da2pli0dqu4UJaeBI2201tjSw7eK2MKm6s5gCYFQKXVvAY3CFjbyo926jD1RlPD2G5e5enkbpRST0yUG/ZD33r6KUoqp6TJBEGPZFvvnqnQ7I3zfwfMcut0ABKyvttnY6LCyvMO+pQk838F2LA4fG0/KXe/+vQVblmRyqkS9UUBKgW1baK2RluS555dIkhSlNM5uoGMYhmE8moTWn9j2/hN/aBjGF0OqFe2oz5neChU3T9nJ009GbARtAIpOlqKTpReP2AhaTGeqHMhP41mf3E35UXbpwhanP1hleqZMFKdYUlCqZFldbqG1pjFRZHurR5IopBR0WkMWlxq4rsX6WpuZ2SqbGx12mn2EEIxG0d6k23NtHn9qgf0HJu7rc4qjhLW1Nlcub1MqZ7Fti2zOo9cZsbHRYXGxPl4VkSY4MAzDeATc8s3erBwYxkMgVgmXB5v8bPsDZrN19uUmuNTfJNEJa0GLo4V5XMtilMSsjLYIVMRCtmGCg09g2ZInnl6gVitgO5J+P8R1LCanSrR2BqSJ4ujxGbSC1ZUWhYLPvv0NslmX6ZkKo1FEuZKlUMywvtpmp9lH7V6MkVJg2fd/z8FwFPHOW1c4+d4yBw9Nks152LbFaBixvNxEa70bsNyf4CBJFd0goJLNoLRGa40lJcudLtPFAmGcMIxjqtkM1gPYo2EYhvEoMsGBYTwEEpXSjLooNFnLHU+00OTsDCUnxJEW3XiI1jDlV3DMPoNPNb9Qu+H74nWlR3O5G+v3NyaLN3xfKmcpla+lfe0/MHHfVwluJUkUnc4Qx7XwMy6WlHS7IwQwM1u5Z+lESapY6/Y4t90k73nMlYtESUop4/Hq5WV+7ehB1rs9zmw12Vet8Oenz7OvVmarN8C2JM/Nz7JQKWNbJkAwDMO410xwYBgPAVtaTPhl9uUmqHsl6l6RjOXRS4aU3Ry+5VJycgzTEK0VBSeHZUqYPnI812bf/gaNiSLVWh7PtSmNIkaDEA2USlnuRXwQpQmXdlr81flLzJRK9IKQrf6Arx/Yx3tr63z36EHCJOXk2gZF32O10+W1K8t4ts1itcyRiTrKZLkahmHcFyY4MIyHgG+5HC3M7zaOgppXpOFJRmmIRiOFpGhn6SZDBvEIx3IQQqC1NptPHyF+xuGxx+dJlcKxLfIFn9EootsNiIIYx7Xvyd+D0hpbSubLJSaLBTpBwGq3u/dzrTVBkpD3XObKJRzLouB5HKhXGUQxi9UyjkkrMgzDuC/Mu61hPEQEGk/abIdtIhXRSwakOqUTdeknQyQCKQQ7YZv1UZNYJQ96yMZ9ZNsWpXKWajVPoZhBCEE26zE1VWJhX53pmfJ9CxaV0gzjmFGUkGrNWrfHqc1tBIK3VtY4NtXAd2zeWlklVSaINQzDuF/MyoFhPCRCFXGyc5FhGiCFZNqv0o4HDJIRADOZOgDDJODCYJWl3Aw1r4RrNiV/LhoNt6r6JgQPpqPBjT6sSKcZT8gtOV4xSj/8+rpjU6VxdvP6k3RchUlrsKT43JNzpTVhmhKlKXGqWO/1eWd1nfYowLdtnl+Y489PnwfG26E/fLQH/woahmE8WkxwYBgPCSkkGctlebRJ3SuTaEXBznB5sE7dKxGrhH4yQqOZyzSwpTWe2BofS6kRUbqMUkPGYUAKCAQWlixiW5MoPSBJNxDYjNduUkBjW3Uca/LBPgHGk/x+EBHGCVGSUMz49IOI9mCEbUl8x0FKQRDFDMKY6UoBSwp6QURvGFDKZpipFXHtz7eJPUwStvoDir5HKeOT91zWuz082yZVitZwRD+MWOl0mS4VcO1xH46Z8nizt0mBMwzDuD9McGAYDxFLWsz4depeGc9yGSQjpv0aE34Z3/JxpUOoYgRQdHJYpmrRJ0p1j0HwC6J0FYEgTC4hRRbHmsJzDpL3s4yik3RH38MSBYRwUXqI1gl5/6uUsr/2oJ8CgzDizMoWrcGIJFUUsz7rO122e0N6w4BDs3UyrsPZ1W36QcRLRxZIlaI3inj/ygYnFiapFjKfKziwhCTrulSyGeZKRR6bmeLXjh5iuz/g3775LnGqOLvVpJLN8ObyKs/Mzew16Ht2bpb2KKDk+9iWCQ4MwzDuNRMcGMZDwpcuz5SPIITGEhaJUrs/0djSItEKV9p0ogGjNMAWNrYJDj6RY01QzHwbTYplldjp/Rsca5JC5usI4SLwEJwGJEqHCKFQOkIgEeKL8faaKkWUJDi2RZSkDIOI9iCgks8QxglZz2WynOeD5U0yrsN0pcjbF1dJlWJpqjreuP45x+A7Ns/Oz/DM3DSufe11yTgOxycnkAKminn+6+9+gw/Wtzi/3Rz//erxisFWf8BsqWhKmRqGYdwHX4xPL8MwPjdbWlS9wqcel7czn3qMcc0oPonSAVnvKZQeEiRnkWEW114cpw0JiSVLuysGKUJYSJFFYKHUCCkf8OutwXNsynmHbQFPLM6Q9Rx6o5BCxsOxJJ7jUC1kQY/3BpSyPqM4wZKCSi6D/TkrBQkhcKwbA1GtNTlP8sqhaRQR+xsZfNvm6blpnp6b/lyPZxiGYdw5ExwYhmF8RpoUpXok6Q621SBO14mSKwgEUuRQqg9oEIIwuYxr78OT+x7ceLUm67vM1ErEacqJhSlSpTgy1yCIEuI0xXccekHIf/HKkwBc2Wrx8rF9tPoj+kGIa1t3/Yq9RhPrkPXRZXpJG0e6jNI+T5Rf+UJs4jYMw3iUmeDAMAzjYygdoXSA0iOUGiJFBt87RMH/OmAhhE2quggcbKtCGF8iVX0y7lEcewbP2fdAxx+kCa1ohHI0jmsRpglSCLJZF8uTZG2XWKXgCzaDARnb5vBMAyEEpY90gb7b+kmHt9s/ImeXyNlFCnaFRMU40r2nj2sYhmF8MhMcGIZhfIwovkwYXyBVXZQaEiWXUaqH1imWLOJaU4TxWfrhz3CsGSyRw7aq2LKKFD5Kh0jhPbDxr/S7/C/nP2AnGFHPZPnK9AJZx+FUc5sz7W2+ObeffhyxHQz4+doy3104yG/sP4x1H6oCudKn6k6xHlymHW9Rc6dpeLM0/Ll7/tiGYRjGxzPBgWEYxscRFhn3OEoHAOStV679CJsguYAlS0wU/wVRfJVh/C5pukGSbmHJMjkvJOs9/qBGT5wqhkmMFGK3z8C44VikEhqZLJaULPe7COCpxjSDJL5vxW0jFdCNm+zLHSPR42Z8VW/qPj26YRiG8XFMcGAYhvExfGcJ31n6jMcepsiv3uMR3Z6c43CsOoEQsNrvoYFnJmao+hksIZnNFzjb2ibVGs+2qWey9yXjXyAo2BWeq30bpVO2wzUmvQWa4RoT/vx9GIFhGIbxcUxwYBiG8ZBqZHO8PLMw7oisNRnbIVEp3SjgqcY0trT4zaUjrPd7dOOQrO3ct0ZjWiuCdESqE0pOnURHjNLBfXlswzAM4+MJrT9xEdm0TzUMwzDuula0wQ83/xMwLnXqSp/9uRMcLT7/gEdmGIbxyLjl1SCzcmAYhmHcd57MspR7HCEksQrpxjssZI8+6GEZhmE88ky7ScMwjM/o0k6LjV4fgOVOh+VO54af98KQtW6XII5pj0as9XoPYphfCuNeBxGRCnAtH0e6rIzOPehhGYZhPPLMyoFhGManOLW1xS+uLPPTK1fJOQ7ThQKXWm2EgK8uLjJTKrDW7fHO2jrN4YjpYoFBFNGPIp6cmuLp2WlemDclOq/nSp+57AGa0QataIMD+cfJO5UHPSzDMIxHngkODMMwPsVsscjRiQadIKQTBCg0U4U8jVyOI406i5UStWyWURxzEHhieorLrTbnm02+tn+Rei73QMevlGY4jBiNIhqNwgMdy4ds4VD35qi60yidYksXabojG4ZhPHAmODAMw/gUrmVRzWYQAqYKeQ7Wqpzc2MKSgkp23El4o9/nXHOHoudxanOL99Y3mCkV+XfvvMfvPv0kE/kHFyC02wPeeecqne6I995bplrJkaaKIEz45//bb+H7Dv/637zKxkaHjO8AEIQx9XqBv/Xbz1IqZe/6mIQQWFhYwrrr5zYMwzDunAkODMMwPsXZ7Sa/XFllqz9ECGgOR/SjEFta/PTyVY426kghKHguRX/cEXmjP8CzbYJk3HjsQdre7nPy/RW++c1jXL7c5O/+3Rfo9QL+9M/eI00VGk2vF/Cd7zzG+lobrWFmpsxrr19EqXsz9igN2AyvIoQgTAN8K4cApjP778njGYZhGJ+NCQ4MwzA+xVK1ylqvz0a/zyhOiNIUW0jyrst8qcRcqciZ7W0cy2JnNMK3Hf7xs09R9DykEEw8wLSiVmvAG29cYmW5he/ZXLiwyR/8wVuEYcylS00+rFgtBFQrOTbWO7ieTaWSw7LuTc0KrTWDpMvJzqvknTKDpEvdmyFnFU1wYBiG8YCZ4MAwDONTZF2HQRSxv1JhqVbFtSRhknJ6a5swSfAdh24QsjMc4VgSpRXPz81iy3EWvSUfXGG4MIwZBTGzcxUcx2ZhvsZ3v/sYvX5A/L2TNx3f3OlTrxe414sdGkWQDtFoBkmHnFUiIx/s3gzDMAzDBAeGYRifiWdbNIdDLrfa2FISq5RhHONYFhJB2c9wbKJB1nXI2g5Z5/51G/4klUqeJ5+Y5933lrEsiUbz/e9/QJKkaK2xbQtLSp54fB4h4N13rjIzW+GJx+eZmiqxtdUjl/Nw3bv4cSHAt3Is5R9Da00naZLqhLI7cfcewzAMw7gjJjgwDMP4DJ6fm2MYR0ghEAg0GqU1Bc/DdwRHG4L5YgdLCixZIUlXcOwHX77U82xKpSzpbjDw3LP70bvLArZtMRrFZDIujmPxe7/3Bq+8cpg337oMAnJZl5WVFjMz5bsaHIjd/2zh4Fgevp2lF7fIWGblwDAM40EzwYFhGMZnUM9lgVtX7dFakXPaSH0RS5aRIkaIxv0d4CewbYnt2Gxt9QjCZO/2JFWsr3dYW2uzvLzDV796mKWlBpubXX78V2cIgpinnlrAce5+RaEPm6AppXCkR96u0E86lN0vzutmGIbxKDLBgWEYxuem0AhAoPRgfJNWD3RE12s0Cnzj60fI5bwb+hwIIfB9hzRVFIsZ5uaqWJbg299+jFEwXiWZni7jOHf/oyJSAcvDs1jCwrNyaK04Xnrprj+OYRiGcXtMcGAYhvG5CSxZwJJFUtVByixCZh70oPZksx6Li95nPn5+vnoPRzNmCZusVaCb7DBKB0ghSXV8zx/XMAzD+GQProSGYRjGQ0IIicBBCB9bVrHteaTIP+hhfaFpFKlO8WUWpRW+lUeYjyTDMIwHzqwcGIZhfE5aJyRqmzi5AEiE8LBkCduaftBD+8KSwqbgVEh1git9snYR37r7nZgNwzCM22OCA8MwjLtA6QFJugYapCjiPdimyF94jvSYyS7hCJcgHZLoCCnu/sZnwzAM4/aYNVzDMIxPMRqE9DpDoij5mCMEUmSw5BSOvYhj78eyavd1jF82SidEaUDFmSDVKbZwUPrjXl/DMAzjfjErB4ZhGB/R6464dGYd27FIEkVru8doGJEv+MztqzM5W8HPuNfdQyBFHs85imVVABul+ljWvd/Y+3mkSrE9GFLJZLjaajNdKpDZbd52bqvJYrWMY92bq/mpSuglLRIdsxOuUXYbKJ3ek8cyDMMwPjsTHBiGYXxEc6PL1YtbbG90iaKEbntIOIrJZF36vYBcwf9IcACaBKV7kIIQDolwvvDBQZSmvH55haNTDb5/5gJfP7ifuUoR17b5q/OXmCg8ds+CA8MwDOOLyQQHhmEYHxGMIuqTJdaXWyRxip9xcF0bKQWe7+Dc1C14vMFA6eF4xUBWsKyJ+z/w25QqxYXtHUCDELx2ZYWT65s8NjNBP4j2OinfC5awydklLOFQdiewpWP2HBiGYXwBmODAMAzjY+SLGbY3OuRLGTJZl+Zmj1IlS6mSu+E4ISwsWcKx5klVB02CJcsPZtCfkdKaYRTTHA7JdG3myiX+6vwlGvk8H6xv8sK+OTz73k3WHekx6S/gSJe57EGCdIBnfXF6QxiGYTyqzIZkwzCMWwiDmDRVDHoB/e6IMEgYDUPiKLnlFXWBj5QFLFnGsZeQX/DgIFWKzd6Azd6AYZSw0u6iNfz68UP8xenzLFTu3X4DAFs6FOwyUkh8K0vZbZCxTG8IwzCMB82sHBiGYdxCc7NLGEQUylksW6KVJl/IEEcpw0FILu9fd7TAsiq7m5G/PISASsbHsy0q2fFV+zMb2xyfmqA1HJEqjWUuIRmGYTxSTHBgGIbxEflihko9D0LguBZSCOI4JRt6DPshnZ3BR4KDLx/HslislpkqFpgo5LGlxJaSi80W/+VXnuXNq6scm5rAvYepRYZhGMYXjwkODMMwPmJ2ocbsQo2NtTaOa3Pl/AY7233mHquTL/rkiw9HbrwUglouy6FGjT/74CyL1TJ/75nHybouP71w+Z5uSDYMwzC+mMSnvPmbTwbDMIyHVJIqrrTaTBULvLW8Sj2X4+BEDSkEr19Z5rHpKXzHXEMyDMN4SIlb3Wje9Q3DMG6D3r1mIm79nvqlYluSpXqVRClGcUJrNBqvFgjBcwtzD3p4hmEYxgNgggPDMIzPQGmF0opRGiCExJcuUkgSnZBqhUSi0fiW96CHetu01qx3+5QzX76xG4ZhGHeXCQ4MwzA+gyAN6SV9Puiew5ceS/kFcnaWrXCHYTLCs1xCFXE4v4QtzSZewzAM48vJBAeGYRifQahCmlGbnaiDJ10qcZnRbsAgEEQqZpQEtOI2Da/2oIdrGIZhGHfEBAeGYRifgRCSSEWM0hGpTkhUgrA8bCwCFYLQlJw8iUof9FANwzAM446Z4MAwDOMzcITNbGaKQRLgWy6Tfh1H2mwE2zSjNlnpk+iUrzdeeNBDNQzDMIw7ZoIDwzCMz2CYjNiOWhTsHADNsEXJKTCXmaLmlnGkgyUsBumIkiw84NHePikEUnz5KzAZhmEYn48JDgzDMD6Dhl+j4T+cewmkEMxXSmRd56Eo0WoYhmHcOfmgB2AYhmE8WEII5itFLGk+EgzDMB51ZuXAMAzjERUmCb+4tMzlnTZhmvIf33yPv/P0CTzb4YV9c+yvVrAtEzAYhmE8Ssy7vmEYxiMqTFJ+cPYC57aa7AyGfO3AIn/w3mnquQz/+vW36YXhgx6iYRiGcZ+Z4MAwDOMRpLUmScdlV6eLBRYqJZbqVYI4oZjJkKQKrR/wIA3DMIz7zgQHhmEYj6AoTXlnZZ03r64hpcCSEktKfuXwEj88c4F/+PyTFH3vQQ/TMAzDuM/MngPDMIxHkGNZHJ+e4PBkg+ZgSLS7ilDOZNjo9anlskhpKhcZhmE8aszKgWEYxiNICkHB93hp3xx5zwVgEEYIAUcm65ze2CJKTLdnwzCMR41ZOTAMw3hEebbNtw4vESYJAN0gZK3bY75c4mKzhcZsOjAMw3jUmJUDwzCMR5DSmmEUsd0fkHUdtNbUclmiJCXRitlyEdv0PTAMw3jkmJUDwzCMR5DWmp3hiD86eYZEjysT/c3Hj3JybYNzW00SpfhHLzyNY1kPeqiGYRjGfWQuCxmGYTyChBC4lsXOcIQjJWGc8NqVFS41W4ziBKU0mLQiwzCMR44JDgzDMB5BAnBtm0EUcXRyglLWJ4gTNFDJZsh5LgJTrcgwDONRY4IDwzCMR5AQAikgSlJOrm1wYXsHDeRcl/Vub3flwDAMw3jUmD0HhmEYjyjftvnVIwc4tbHFS/vmubzT5vjUBJPFPI18Ds82HxGGYRiPGrNyYBiG8QhKlWKzP6A5GHB+q0k/DHnz6ho7wyHrnR6Xd9okSj3oYRqGYRj3mQkODMMwHlEZx2F/rcpcpcTBRp35aomjUw321Sps9QekJjgwDMN45AitPzGv1CSdGoZhPMRSpbjYbHGgXuWD9S2W6lU82+LsVpN9tQquKWVqGIbxsLpl1QkTHBiGYRiGYRjGo+eWwYFJKzIMwzAMwzAMAzDBgWEYhmEYhmEYu0ydOsMwjEdIqhTb/SErrQ4HJ2qcWt/m0GQNgNPrWzw+O8X7q5vsr1dItSJKUhKlGUUxed9lspDHc8xHh2EYxsPKvMMbhmE8QhKlWOv0+Mn5yyy3u1xutqjlM2gNPz1/hWZ/yNnNJlnPodkfMogiekHEIIw4MFGlnMmY4MAwDOMhZtKKDMMwHiFpquiHIa5t8eaVVYoZn2EU0xqOKGd9fnFpmZznECYJ3SAkTFISldIaDpEILHnL/WuGYRjGQ8IEB4ZhGI8QBYRxghSSJ2anaPaHRHFKECdEScqzC7N0RgFBnJAqxSiK8WybfhCZvgeGYRiPALM2bBiG8QjJey5fObBI1nXJ+y7SkhybaZBxHKQQVHMZUq04NtXAkpL1Tg8pBE8vzHBoso5vUooMwzAeaqbPgWEYxiMmTlOa/SE5z8WWkozroLVmvdsn57rYliDjOAgh6AchsVJc3N7hQKNGKeM/6OEbhmEYd4dpgmYYhmEYhmEYBmCaoBmGYRiGYRiG8UlMcGAYhmEYhmEYBmCCA8MwDMMwDMMwdpngwDAMw7iJ1pooTflwX1qcpiil+ZR9aoZhGMaXnKlJZxiG8Qj5cNI/iuPx90CqNPZuc7OM4+BaFqMk4d21DfZXK1QyPqc2t6lmMzRyORxLIoRphmYYhvEwMsGBYRjGIyRIEl6/usLvvf8BWsMgitno9zlQqwDw9558nKdnpvnzs+f5j+++z2Qhxz96+in+4IPTtIMRf/+pJzgxOYFrWQ/4mRiGYRj3gillahiG8QjSWtMNQ/6n199kpljktx87hiUEQgiagyH/p9///7P337GW5nl+3/f+Pfnkc27OdSt2dc6TesLOxtldLbnkiuSKSTItCRZkQDYsG4YMw4AFCIZsWJJh2LAo0RRpShTFpYYiZwNnd3byTM90mA5V3dWVq27dHE8+T/r5j1t9e2qqqqdnpivcez+vQaOqz/Oc53l+ZxrPOZ/nF75/xK+fOs65tQ0qYcDrN5aYH6rz2aNH+PTcHEPFwoNugoiI/GK0lKmIiOwGg16S8q1LV/jymXe5ur3N1y9eIre7cwr+8N33OD06gu+6TFUrvDg7jec6/PqpE3xu/gi1KHzQTRARkXtEPQciIodMezDgj8+d5xuXrvD5Y/MAvHz1Ok9OTfA3nn0axxi+feUq/+PbZ/m3P/E8/+Pb73B8eIitXp/fPH2S+Xpdcw5ERPY/9RyIiBx2zf6Ar56/yLtr6/yffu2LFDyPchDwH3/p17i+vcOfnr/IjZ0d/tvX3+Tf+cQLfO/qAr98/Bi/8+gjnBwe5szSKmud7oNuhoiI3COakCwicoiUA5/fOHWCLz1yEgBjDAaIPJf/zedfwjGG3FoqYcDVrW3GyiXOrq5RDAJeW1zk104ep1GIHmwjRETknlE4EBE5RIwxFHwfYwyDNGWoUMBxnL3XrbW8vbLCr5w4zuPjY1zZ2uLE8BDGGD47P4fB0E9TfK1WJCJyIGnOgYjIIZXnlla3TxT5hN7usyJrYZCmWCyuMfQHKVhLEPoYA2maE/oenqtRqSIi+9wd5xyo50BE5BCK45R331vmwqUVtre7PP7YNKPDFVrtHgZDqRSysdVmfb1Ns9VnfLTKc88cYWWtSa8XMzc7RL1W1MRkEZEDRo9+REQOIWstrVaPhYVNKuWITmdAoeCzstZicWWHIPTodRM6nQGuY3Bcw9vvLHDjxhaVSsT1hU3W1lsPuhkiIvIxUzgQETmELLvzD4aGygwNlXFdB89z2NrqsLnZBgtpllEsBvT6CYXIp1opkNucG4tbZFmO72vegYjIQaM5ByIih1CSZFxf2KRcDun2Yuq1IhsbbYrFADAMBgn9fkK7O6BWLRAGHvVakdW1Fs1Wj6nJOiPDZTxPAUFEZJ+647hQhQMRkUMozy1JkhIEHkmS4fsu3W58MxxAv58AkGU5YeiTW4vvOcRJRppkhJGPr2AgIrKfKRyIiIiIiAigCskiIiIiIvJhFA5ERA6hLM/Z7Hc/dPsgS8mt5fLOFu04phkPuNHeoZsk9/FKRUTkflKdAxGRQ8ZaSzMe8M8unuX50Sne3ljZ29ZJYn776CMAvLy8wNFag5eXrxM4Hs24T+C6PDs6xVMjE1SC8EE1QURE7hH1HIiIHDKZtWz2e3STGICxYpmxYpmpUoWFdpP1XpfI9eimCe/PS3t5+TpXm9v00pTAcXFV/ExE5EBSz4GIyCGT2Zxm3Kfg+Sy0d4jzDDDUgpCJUhmL5Vp7h51Bn0ZUoJ3EjBSKjBfLbA/6FH2fguc/6GaIiMg9oJ4DEZFDxlpI8ox2POD8zgbm5oIVP1pfIr/ZUxA4LoudJpm1XG/t0IgKlPyAhfYO3TTBqOdARORAUs+BiMhhZiG1+W5i+DGnh0bxnd06BgZwMHshQkREDi71HIiIHFK+6/L06CS+cfAdl+dGp8itxQCL7Rab/S7vbKwyUaxQCyIi1+NEfZiC55Pb/EFfvoiI3APqORAROWSMAd9xGQoLfH56nizPifOMl5eu04oHVIOI6+1tnh6dZHvQZ6xYAqCfpYwVyrTiAZ0k0WpFIiIHkMKBiMgh4xqHyVIFz9ntMfCMgwU2Bz0eHx5nolTBAi+MTbPUaXO9tU0/S3l/4FHguFjsh5xBRET2K2Pth97gdfcXETmE0iTD9RyMMaRphus6e5OQrbVk2QfDihzH4DgapSoiss/ccSKZeg5EROQWg0HC5fOrFEoBlWqBna0OxhgGg4RyOcIPPPq9mOZOjzDymZxuUK5ED/qyRUTkY6BwICIit1hfafLNPztLtVbg2Mlxrl/dwHMdVlebzM0PUyiG9LoxC1c3qDWKFIuBwoGIyAGhfmAREdnTTXusLO/QaffBQJpmAAyPVqjWCpTKEb1uTLc9YHi0TKkckWsAqojIgaGeAxGRQ8ZaS46ln/Vppx3SPAWg5BW50VvGD0OmZoaYmm3QGCpTqRXxPZfNjTZB4OHVHVzXweaWUiUkivRVIiJyUOiOLiJyCHXTLq9vv83lznWGgjoAoRNQD2o89+RxClFItzNgZKyKH7j0ewlPPz+P6zmUKxFxP6HdHmAMRIXgwTZGREQ+NgoHIiKHTI5lJ2nx9dXvErkhf2Hq1+hlA76y+FU+P/opXONy4pHJW9/UuP04Y/fnckVE5D5SOBAROWSszUltwpO102zE27y+fYYb3SUKXgFz55XtRETkkNCEZBGRQ2aQx7zXukwvi/Ecj+fqT/DbU7+KwbDSX1OBMxGRQ0xF0EREDhmLpZv2+OryN3ireY5jpSMYDJ8Yfpp3ds7zG5NfJHD8B32ZIiJyb6kImoiIgMFQdAt8afKXmS1O82zjCWD3adBO3MK5y9Aia3MsOQYHYxystVhSwMEx7v1rgIiI3DMKByIih4y1lsxmbMXbVP0ya4MNsJCTEzoBd3qYZK1lkG8xSNcpeJMEbpXMdtmOzxG5I5T9ufvfEBER+dgpHIiIHDI5lu2kycX2VbbibUpeEditc9DPB1hy4IOeAIslsz0ubv8D6uFjFLwJrLVs9t+ik1wliCoPqCUiIvJxUzgQETlk0jxlobvE+fZlOln3Zm8BRE7ITHHy9jdYy/ntv0ctfJSN/o8YZFtMFL/AZv81qsEJysH8/W2AiIjcMwoHIiKHjOe41IMaG/EWDoaT5aNMFyaJ3JDF3vId3mGZLn+JgjfBZPGXWOj8MW9t/F+o+ieoBo9g9FUiInJg6I4uInLIWGvJbc5QUKOZtLnauc5SbxXPcZgrznD7nAOH9xevM8YBm2NtTk4OWIxRbQQRkYNCdQ5ERA6ZnJxe1sMzHq5xOF09SZwnfHr4RTznTs+McpY6f85i+19xduP/QWZjHh/+X+Man2Zygdwm970NIiJyb6jnQETkkPGMx3Rhd25BTo5nPEqNIhdalyl40R3e4XC09vtc2v5vqQRHGS18hsgboxE9Qye9Rju5SjU4cX8bISIi94SKoImIHDK79QksSZ6wGW+z0F3iqfpjpDbFMQ6RE942VMhiGaTr9NIVSv4sgVsjyVts9t+g4E0oHIiI7D93HBOqcCAicgjlNmd9sMm/XPwqY9EIs8UpKl6ZueI0rnFvCwfvh4As7wMWg4PnlnHwcZwQ1wQPpiEiIvLzUoVkERGBQTbgTPM9Lneu86nh5/nO+g+ZLkxwoX2FG71lPjX8PL659ethq/82fW+VXrqC4wS4JqKfrTNW+BT18LEH1BIREfm4KRyIiBwynuMxX5plpjBJySvyytYbnKocZzwa4/sbr94sgnardnKFrcFbWDICp4HrFBhka1ib4Tklyv6RB9ASERH5uCkciIgcMmmesdhbYaW/xguNp7jRW+arK9/kkcpxPj38Ap65/avBd6tE3hi+U6EanCRw61ib4JiA0B1+AK0QEZF7QUuZiogcMp7jMhmNUfMrfHXlm0xEYzxde4wLrSs0kxb2DtPNCu4YteAUloytwVus9b5PK7mEayI8U3oArRARkXtBPQciIoeMa1waQQ3fOUZuLbGNOVKaxXd8lvurWGtvmabWTZeJ8x36g3WSvEluE4zxcU0EGBVBExE5QLRakYjIIZNbyyAf0E47lNwivazPZrzNkdIM7bRD3a/imA86lpO8zVrvZfrpOpABBntzxaLAqdGInqLkTz+w9oiIyM9FqxWJiAhYcnbiJte6N3h+6CmW+6u83TzH0dIsDb92W0+A75QpeXN4Thlrs72j+E4FS45zhzkKIiKyP+mOLiJyyFhrGeQx6/Em7bTLG9vv8Hjt1B3rG7yv6I0T2gYfdCgbfKcCWIxx79eli4jIPaZwICJyCCV5yvn2ZVKbsTZYZ30wzPpgk5GwwfHyPO5P/OD33Sr+A7pWERG5fxQOREQOIccYCk5EkidYLAW3gGtcImd3krGIiBxOCgciIoeQa1yOFGd4ov4Ib++co5f1+dTwcxhjMHcIB71kGd+t4prC3tCj3KYMsg1cUyBwq/e7CSIicg8oHIiIHDLGGApuxFg0wmQ0jmc8vrvxCnGeEDrBbR0Hg2yTtf4PKHgTxNk2ad7FGIi8CZKsSSU4qnAgInJAKByIiBwyDg41v0rgeJh8hRFng+crNcjXwJniJ9NBmnfYHrxNN1kkzrdJ8g4GQzU4jiWn4E08mIaIiMjHTuFAROSQMcYQOj6Bccnjt7DpJabdMobhO+4fOHVym9FJr1Hyj1D0pzA4eKZAnO3c56sXEZF7SeFARORQsmA72PQy5KtYdjDOr3Cnycip7eGZApnt0U9XMcbF4FD0pm7urgnMIiIHhcKBiMhhZUKMKWGJwKkAzh13y2yfwBui5j5KP1sjydoYA5YU10R4TnR/r1tERO4ZhQMRkcPIOEAJ450CE4HxwKbsFjm7tSeg5E1T8maI3BEK3ji5TQDYGrxJwR0ndEfu++WLiMi9oXAgInIYWQu2h03fBeMDPtj2HXfNSUnyFq6J2InfBcA1EYNsi2pwAteE9/HCRUTkXlI4EBE5lCzkTfL4VYw7jvFmsfkWBnvbngaPscJnCNwGxjhU/OMU/Uk6yQ3ifJvM9vEoPoA2iIjIx+3OA0xFROTgMwG4w2BKgI8xAXeaXOwYF0tGZnvkNiXN2/TSZQAidxjXFO7vdYuIyD2jngMRkcPIOOA0cMMvAQlgMM4kd1t5aLHzp0TuCJ1kgV66SG4TMjvAc4qMFj5FNThxP69eRETuEYUDEZFDy8P4jwN9wOfDvhKK3iQb/ddI8z6DfJPQqRO4dazNsTa9XxcsIiL3mIYViYgcRtaCHZAnr5P1/gX54M+x2WW4w5yDLO/TTZcYKbxAbgcMsk1cp0DoDhO4NYzx7//1i4jIPaGeAxGRQ8mCbWLTC5AtYrNlTPACdxpW1EkX2Bq8zc7gHbrpInHeJHJHCZwGlhRr8/t/+SIick8oHIiIHFoG8h2wfXAa7A4tul01OMFY8TM0gidZ632ftf7L9NJFMtvBMxWqwcn7e9kiInLPKByIiBxGNyckO+EXPqh18CFzB4ruJJ5TwjE+o9EnMcal7M9T9CaIvNH7eOEiInIvKRyIiBxG1gIpNlsEU2Z3ClrMnSokA4wWPglAPXycwKnRy1YoedMU/an7eNEiInKvaUKyiMihZCFbJ+//MTZ5E+wGNlvmThOSATrJApntk9oOxhiGo2cpeBNYa7H2zu8REZH9Rz0HIiKHlgFjuFsg+HEL7a8wXf4SrfgSrfgSkTuMMR5lb46SP4tront/uSIics8pHIiIHEoG3BGc8DfBxuC4GGecuxVB+3G5jcnyHjkZ1/tvMlZ8idHCJ+79JYuIyD2ncCAichgZAzbEiX7lx150+SjhYDh6llrwCMa4XGt9WUuZiogcIAoHIiKHlDGGuy1f+pMa0VMEbhUDOMbFMT7GuMyWfwdjNH1NROSgUDgQEZEP1U/XGGQb9NIVwJDmA/rZOgDGePiUP0qHg4iI7APmp6wyoSUoREQOudymXG39M8DgmQJLna8RuHUK3gSB02C08CLlYP5BX6aIiPxs7vhYR+FARER+qjjbZr3/CpXgOO34CpntUfVPEnojeKaI64QP+hJFRORno3AgIiI/vyRr4ToRuU2w5LgmxDEfbc6CiIg8dBQOREREREQEuEs40BITIiIiIiICKByIiIiIiMhNCgciIoK1lo1WB2stnUHM8naLNLu1uNm19W06gxiAhc0ddrr9B3GpIiJyD6nOgYjIIZflOd87f43OIGZ2uMaNrRbX17d5+sgk86N1ikHAtfVt/vTMBWaHaxQDnwvLGxwbH+YTx2bIrOXt6yu0+gMGSUqz36cYBAD4rsMTsxOcmhh5wK0UEZGPQuFAROQQS7OctxaWeev6Mk/PTbLe6rKwucOltQ3G62XGqiVCz6MTx4xWSqw2OwySlGLo897SGhO1MlHgs7jdZK3Zpp+keI6DLVmy3FIMAtVHExHZRxQOREQOMWOgFAYUAp/La5t0BjFLO23Wmh0urmxQjgKeK07z3tI67f6Axe0WnUHMdKPKTm9AL0lxHQfPcXAdhzjNKJcCDIbuIGaiXqFSUA0EEZH9QnMOREQOuSTNePnCdeaG6xQCn0enRhkuFzk9Ncp4tYxxDO8urrHTG5Dlljzf7RUYr5aJfI8ky/aOVQh84ixjcbtFqz8gSbMPObOIiDxsFA5ERA6x3FrWWx3W2x0+cXyWne6AZ+YmyXJLsxdTjkIc4ImZccaqZXa6PQqBz9HRBuUooNkb0I9T2oMBnUFCrRABhpWdFkmWYYwGFYmI7CcaViQicog5xjA3Umd+pMHiVpOzN1aYHqqS5TmOMVgLcZpRLUSstTaoRCGT9QqDNOPi6ibVQsh4rULoedSLEa7rMFQqMPXIPAAF39OcAxGRfUThQETkEHMdh+lGlUapwGtXFvnCo8foJwnTQzUqUUCr36cXJ+TWcnx8mJMTIzgGMIbQdzkxPky9VKBaCGn1Bmy0uwxXSkzUypxbWiPNcgqB/6CbKSIiH5HCgYjIIZQkKTeubhAEHllueXZynEqtyIvHZlhttrm2sUOSZlgLge/y7PwUjVKB7U6PfpIyVC7srkRkwBjDRK1CqzegPYgphwG9JKEYBlSjkFIYPOjmiojIR2SstR+2/UM3iojI/tTrDnjlO+eZPjIC1hKEPtNHhjVHQETk8LjjDV89ByIih4zNLWmSE4Y+xdLuMqN3ygTdtEcv69PJeiR5ymQ0SmozOmmPZtrCNz4Vr0jJK9HJuvTSPq6zu85F2S1RCyr3s1kiIvIxUDgQETlkLJYkSem2B7z6nfM0RsqceHTqtv2W+2s00w7rg03iPMEAjnF4r3WZtcEmrnE4VppjOKyz0l9nJ2kROgGOcZguTCgciIjsQ1rKVETkkDHGEEY+jmtot3ofuq+1ltzmhE7AZrxDLxvQSXuUvAIWGOQxi70V2mmXolckcAMCJ8Az7v1pjIiIfKwUDkREDqEsyxn0UyZnhiiWQtI7FCsbCuoYA9e6i7zbvITneHTSLlW/hMFQ9cqkNsMCvuNTcENCJyCzKnwmIrJfaViRiMghk+eWTrPPyo1NxqbqzJ8cJ0vz2/Zb7q8ROD6zxUnaaZeqVyZyQ0pegfXBNmWvQMUv4xmX1GbEWUx2s5chdLVCkYjIfqRwICJyyBgDQeRRqkZsrLY4+6NrPP3isdv2GwmH2Ep2eKHxJKEbsD7YxjMuI+EQkRsxHNTxHZ/k5nwEz/FYH2yR2pSRoHH/GyYiIr8whQMRkUPGGEOxFDI1N8zGaoswunORspGwwUj4wY/8slfa+/toOLT394Ib7v19tjh5D65YRETuF4UDEZFDKAh9jp+eIksXKJVCJqb1pF9ERDQhWUTkUOp3Y86fuUGpElGqRj911SIRETkcFA5ERA4h13cYGa9SLhewueXSuaVbtlss1n7IPx9hu4iI7D/G2g+9gevuLiJyAOV5zs5mh4vnlqnVi5x8fPqW7alNibPBbT/yM5sROAGu8chsetuypbnNcY1D6Ea4RiNXRUQeYuaOLyociIgcLrtP9yH7sdoGrudgjMGY3e+K5d4CP9j6FnE+AG7+6MdhsX+dJ2vPc7R0isud91iPV/eOaTBsxesMh6O8NPJrjEe3V10WEZGHxh3DgR7riIgcMtZamltd3nr1CvEgwXEdnnj2CCMTtb19JgozpBsJoQlwHY+V/iJfHPtt6u13OVl5nOnCEa53L+PgELkR2/EGJyqPc6J8GmMcBQMRkX1Kcw5ERA4Zx3EolEIKpd0lSG1uGZ2s7/UawG6AmCkcwXMCrLWMh9OETkTohDi4WGsZCccoexWstdT9YapeHc/4eMbnp/RKi4jIQ0o9ByIih1CW5Wytt4gKwR1/yL+18woLvaukNtl77Ztrf8z6YIVWusNIOMHaYJl22tzb/sb2D2gmW1T9BmWvwpHSifvSFhER+fgoHIiIHELGgO97OK5Du9Ujy3Ic54M5B0/UnuNG7xqZTTAYulmHT4/8Ku803+B09SmmC0d4dfM7pHmCa1wG+YDjldNkeQrAbPH2issiIvLwUzgQETmEokLAS7/62G5KsBbHuXVemmNctuMNIreA5/i00yaZzTDGwcHBNS6dtEU/61HwSvSyDnE+wDUejnFwjEatiojsR1qtSERE7uhC+x3Gwyl8J+BC+x0utc8xEo7zeO1Zan6Dxd41fCeg4tVY6l3nfPsMrvF5rPo0k4XZB335IiLy4bSUqYiIfHS7Q4Y8jDEkebzXMxA4IY5xyGyKYbeXIM1T4nyAMRA4oWociIg8/O4YDtTvKyJyiPT7MZcvrv7U/a5fXcdmzt4cBN8JKHkVfBuSxjlZlrN0fYfN9Q6tVp+VxSZxCwpuScFARGQf0x1cROSQsNbS6yace2eRNM248N4yly+uUiiG3Li2wX/0f/7L3Li2Qacz4HvfOc/QUJlWq8fy4jaN4TInT00wOVXnnTM3qNYK3FjYYnurQ68b4/kujz4+zbMvzDM2XvvpFyMiIg8l9RyIiBwSvW7MO2/f4MybC/zjf/gdet2YJ56e43NfOE2a5oCl2eyxudlhZ7vL+GSNsfEavW5MtVZg5sgwk9MNxiZqjI5VmZis0dzpkWYZI6MVJqfqVKvFB91MERH5BSgciIgcEmHoMzc/zPTcEEfmR0mSjLffuM4PX77I9nYHgDy35HkOwLtnF/F9lyBwWVtp0u0MeO/dJc69s0iW5ayuNCkWA2Zmh9ncaLO93SWM1CEtIrKfKRyIiBwSaZqxeGOL733rPW4sbLGz1WX+2CgnT09SKke37Os4hu2tDnNHRxidqFGpROS5ZXK6geMY0jSn2xngug5R5NPrxvR7yS1VlkVEZP9ROBAROSQGg4S1lSbTMw2ee/EojuuwurzD4sIm/V4M7IaCOE7x/d1ViiqVAlEhIIx8HMdQbxQJw93eAWMMxjF7xdOUC0RE9j+FAxGRQyIqBJx4ZILp2SFmjwzjBy5j4zWmphuEoU+3EzMzN0xzu8eJU+NMTNVwPYfWTo/lpW18f3d40dLiNmfevE6xFDA+USMqBBw7McboWJU0yR50M0VE5BegwaEiIodEEHiMjVcpFkP6/QRjIIlTNjfazM4Nc+XSKlPTDdI048mn58iynGIxYHikzOzcMFPTDW4sbPKJT5+g30vY3urQ7yfsbHcxBra3u2xudhgbrz7opoqIyM9JRdBERA6RwSBlZWmbQjFgZ6t7y7ZKNaJciVhbbTIzN4znueS5ZenGFiOjFcLIZ3urQ1QIGPR3w8FgkPD+10hU8BkerlCuRHc4s4iIPGRUIVlERERERABVSBYRERERkQ+jcCAiIiIiIoAmJIuIyMcgTjO6g93lUEthgO+5D/iKRETk56FwICIid7Sw06QWhZSCAOcORQw2Wl0uLm3QGcSUooBOL2aj1eHU1ChPzk+oIJqIyD6kcCAiInf05vIy09UKI8UiqbUstVp04pii7zNWKHHu6hrX1rbZ6fYZrhSpFiOurm4R+B6PHxnHVTgQEdl3FA5EROSO1rsd4ixjtd1hq9/j7OoavuMwXCzyzOgEK9stQt8lCjx2un3qpQLzYw0qhZB2P6ZW1JKmIiL7jcKBiIjcpp+mbHR7GMxeQMhzy6MTY9SikKNjQ/Q6CecWVlnZapHllu12j/F6heFqkZ1OT+FARGQf0mpFIiJym+1en6VmkzTP77i91R2w3e4ReB7VYkSlGJLmORutDtZCMQzu8xWLiMjHQT0HIiIHmLWWHIuDISfHNbevImStvVnx0mIwGGNwHcNIqYTn3PkZUqu/Gw5qpQiLZaPV5cjsOIM4Jc1zKoXwnrZLRETuDYUDEZEDrJf12Yi38R2fOEuoBxUAmkkbYxzqfgXHOHTSLr1swHBQp+CGjJZKTFTKRJ5H6HmUAh9jYK3TIc0zHpkb4fNPHqM7iLm8vMVOp0+jVKAyGpJkGVvtHhONygNuvYiI/KwUDkREDrCtpMn3N97EMQ79dMAj1aM4xvDG9jkCx+eFocdxcLjSucFO0uax2nEeqczj4lLwfCYqZYYKBaarFVzjsNnrEbgOubXMjtSx1vLY7Di5tQzilK1Oj2anT27tg266iIj8HBQOREQOMIPZDQbZgO2kSTfrUfFKFNwQ17gYDKv9TVb6G8Buj4K1FgwcadQZL5UZKhZwjOH06CgAvuviOw5rzQ6dfoy1lnIUkuU5V1e36Ccp9XLhQTZbRER+TgoHIiIHWOSGHC/NELoBlzs3GA0bVP0KBTeinw84VpqhlXR4tHqcG70VTleO7s1LiNOUheYOS+0WBsitJcstlTDg6NAQf/aj81xe2cRxHGZHarxwYpaJRoXXLy7yzvVVpodrD7bxIiLyM1M4EBE5wCInYCRsUPMrzBan2ImbeMblZGWOnaSNMYZGUKPoRjzXePSWqsb/9O0zTFYqDBeLOI6hl6Rs93r005S/9tSTuK7Drz/3CEOlAq9dWuTyygajtTKe6xAF+noREdmPdPcWETnAil6BovfBEJ/yj/19KNh9sn+sPHPH945XynSThFKa4rsucZqy1evxxPg4I8XiLftutDpcWR0wWuswO1Lj0dnxe9AaERG51xQORETkrozZXdo0cF0KxSK5hRdnZhgtlW7Zb7RW4skjE5yeGaMY+oS+vl5ERPYj3b1FRA4Be3O+QJymgMH3HHz39poHP85zXAZk+I6zGw58n+1+n8B1cR0Ha6E3SOh4HoubLV65sMA33r7EJx+Z46VH5xUQRET2Id25RUQOOGst/TTl/PI6P7y4gDGGp49M8szcJO5dipxlec7pkRFeW1xkvdtlq9cDYJBlJHlGbi1JlvGVV97BWnh8bpzf/a3PMIhTfnR5kR9dXuSTp+buZzNFRORjoHAgInLAWeDSyib/+Ptv8nsvPkGW5fzRG+coBj6PTo3d8T1XtrY4u7rGUKFILQpxbk5UXmq1eGNpmaFCgb/5S8/d8b3GwCBJ71VzRETkHjL2wwvVqIqNiMg+l6QZ51fWefP6Mn/tk08xSDPOLKyw2mrzpSdP3bJC0Y/LreXc2hr9NL1ln9D1mKlVqYTh/WqCiIh8/O5481fPgYjIAee5Dp7rcmFlg1ev3KAbJ3z/4nVePDrD+ZUNTk2M3PF9Fjg5MsJ3r17jyYlxalEE3OXbREREDgSFAxGRQ6AY+IxVy7x5bRmLpVGIuLK2SWcwuGs4+L9/6zv8yvFjvLm8zHa/z1avSzdOqBcKfH5+nula9T63QkRE7jUNKxIROeCsteTWEqfZbdscY+66qtAfvH2Gb165SiXwiXyfUhBQCQKstfzKiePYgaUU+YzVyjg3JzbHScr19R2MMRybGLqn7RIRkV+IhhWJiBxGxhhcYygEd16Z6G52+n3+6pOP84/ffIvUWqYqFcbKZXpJwspWm4vX1zEYlrdaXF3bwgCPzIwyWi0zOVRVOBAR2YcUDkRE5DZnV9f45uUrvLm8zIWNDXILU5Uqk8bgGEMx9Fnb6dDpx4zVSjw2O4YxhkohpJckZHn+oJsgIiI/B4UDEZEDbKfb59rGNo1SgXqxwOW1TSpRiOsYZofrd33f0UadZ6YmeWlujq9euMBrS0u8s7bKcrtF5HmcGBqmUS5wYWmdwHOZaFQwxuC7LqmCgYjIvqVwICJygC1tt/jyq2eZGqoyXinx1sIyx8eHd6sjG5gdqt/xfQXf51ijwXStSi2K+PTsLJ7rcnyowXCxSBZnNLsD5kYbtPsDvn9uC2Pg6PgQo7USrqM1jURE9iOFAxGRA6yXJGx2usyP1Nnq9rmx1aQQBASey+pO+67hAOBzR+cpBgGPj48xUixxvbnDY2NjjJVKZFlOv5fguQ7FMNib7Ly42aTTHzBaLd2nFoqIyMdJ4UBE5AArBj6T9QqZtSxtNXGMIctzTk2Mc+IuS5i+r5+klIMAxziMlEpMVauUw4DAdUlMxkarS5rlDNKUjWYXgOXtFqenR5kZqd+H1omIyMdN4UBE5AArhgGT9QqdQcJWp0uS5yxtN6lEAQb4lcdP3PW9f/Tee/zuY49yaXOTbpIwVCjgOg5T1Qr1KOLIWIPQc7m+vsNotcT0cI2lrRZplrHT7VOKgvvXUBER+VgoHIiIHFBJlrHd6XF9Y4f2ICbJcpq9Pv04odkbsN7qfOj7F1stkjynE8cst1q7qxBZyxtLS3zh6DwnJoZxXYc4zShFAccmhjky2qAbJ0R3qZ0gIiIPN929RUQOqDTL2ex0Wd5pEfoe1ULIZqdHKQx4YmaCRyZHP/KxTo2OMF3drYj8z8++QzuOeWNtiSjwWN3pYICV7TbtXkzou8yPNdRzICKyDykciIgcUL7rcnJihC899QhX1raYH63z9NwUBkvguazstDg62rjr+0+NDBO6HsbAWKnETLWK6zh86dRJRopFfrS6yKsXF+jHKaHvEXoejmMIPJdiGDA3dvdji4jIw0nhQETkgPJch8laleojEVP1Cp1BzNNzQ0S+R2cQk2bZXd+71evhOy6teIDruAzSjJ3+AGNgolKh4Pu4jmG4UuLq6hbbnRYzwzWGy2UMYLSSqYjIvqRwICJygBkDrmMYpBlvXl/m6OgQxcCnUSrgfMgveM9x2Oz1OLOySj2K+PLZd5ipVamGIbUoYrpU4ezCKu1ezPJWi/Vmh3qpwNyoD1g817l/jRQRkY+NwoGIyAGV5Tkb7S5vXFvi/MoG/SThz85epBT65NbyzNwUJ8aH7/jeShjywvQ05zfWeWxsjOV2myTLqBcihotFioFP5Hv4rkuW56y3OtzY2CH0XDzPpVYs3OfWiojIx0HhQETkgIrTjLVWh36ScnxsiFZ/QLM3oBJVWGu1+eHl6xwbLZHbwW3vNcbjqYkxSoHPdLXKcLFAmueMlUpEvg/AyakRasWIK6tbJFmGYwyB7zFSLVEvR/e7uSIi8jEw1toP2/6hG0VE5OHVHcQsbbewQKNU4PsXr1EMfD5z4gibnR5//s57/OUX6iTpAgCWnEFyidA/iueOEvmP4Ji7rzi021PgcX5pnWZ3AFga5QLHJoYphj7FUKsViYg8xO44tlQ9ByIiB5TnugBcXN2gWojoxymXVzfpJynVQsTz8zMY+jd7DnIsOa3+14j8fxeHAHPn74099VIBz3VolAuMVEsUQ5/Acxmplu5D60RE5F5QOBAROaBcxxAFHv0k5craEp1BTL1UYLvTY2m7ReP4HIE3RZItYm0CQODNUwiexHUamJ+y5NC5G2uMVItstXvEacbcaJ08t2w0O1SLEb7n3o9miojIx0jhQETkgHIdh+lGjUoU8v0L13hrYYXfePIkw6Uib1xf5vzKOqcnK7T738Zxdp/2e84QveQdSuGLGD58WNCFpXVyO8x2p8fiRpNWb4BjDJ7rcGx8iBNTI/ejmSIi8jFSOBAROcCyPMdzHZ4+MsVQuUjk++RYTk+OUgkDLCm95Ayl4JMAGBPR6n2NYvAEFv+n9h68r1wIGa+XMRjeWVglTjOFAxGRfUjhQETkAFttdnj96g3qN5cWPbe0Rm4tvThhslbB4BL5p4mC0zffYekMfoi12V2mqn2gWoyI/N2vkenhKs8cm8J3XQqhTz9O7mGrRETkXlE4EBE5wBY2d/iXP3qXF4/OsNPt4zgOnuOwuN3kufkpHp8ZoV78C7e8p178HRxT/NDjDpKU4UqRKPCxgLUQJxlZlnN8YlhF0ERE9imFAxGRAyzyPY6ONHh8ZpwLKxuUwgBjYLRa4tjYEMZ4FILHfubj9uOUjVaXVm9AluUsbTV55YKlHAUEnst4o8JYrXwPWiQiIveSHu2IiBxwgzRlu9NnpFJidqjGu4tre9ustWR5+8f+PWeQXCXLW1ib3/WYtVLEUKXIRrNLKQxYWN/hqz86z5lrK1xb26bZ6d/TNomIyL2hngMRkQPOMQbfc4nTjDS3FIMfX4UopTN4jcg/gWMKZLbNRvv/Rzn6NOXwMxhz90rHnzg5S60QUYoCTk2PstHqMNGoMF6v3PtGiYjIPaFwICJygOXWktvdHoK3ri8R+R6zQzW2un36SYq1KZ3Bd+kMXib0jmBthuvWSNIb2DD9qcd/ZGZ07+8zI7V72RQREbkPFA5ERA4way07vT5L200mbz7R3+j0WNjcoV6I4OgoFou1fbrxG4xW/ud47giOKWPM7SNP+3GK5zq4jtlb5jS3liTJMI4hUOEzEZF9TeFAROQAOzLS4Pc/9fTekqPv+/SJOSpRgCUGu7tqqTEBvjeLY/w7HitJM96+ssRItUQpCsitBcAYw431HWqliGOTw/e6SSIicg8pHIiIHGDdOKHdH/D8/DRJltHux1QLIa7jYG1CLz6DtT24SyD4cTfWd3j57DWKUcDlpU2Wt1oY4OnjU1SKIY/OjSkciIjsc1qtSETkANvqdHlncY08t1xZ2+Lvfv0HrLU6e9utjUnyDSDBMeGH1j2rlQpstnosrjeZn2jwuSeP8rmnjjHeqJDn9p63RURE7j2FAxGRA85ay0qzxXcvXOP01BhjlTJ5brF4FMMXmR36v+I54zRKf+Xm/inWZlh76w/+YuQz1ihxY32bzVaXNMvJsnxveJGIiOx/GlYkInKA5dbS7A94d3GNG5s7vHTiCJfXNjHGUAp9xqpF0myDQnCaOL1CnF7B2pzAmyT0T2H4YNnTCzc22G73eebENFdWNjl7dQVjDI8fGWe4WsJ19LxJRGS/UzgQETnA0izn2voWrjH4rsOXXzsDgOc4HBsb4neePX1z1aEPVhnqJW+R2xahdwzMB+HgsSNjpFlGpRhSLxdwbq5W9Mq563T6MaP10n1tm4iIfPwUDkREDrDAc3liZoJ/+5devOV1A1hidrp/SCd+BfhgaFCcXqcQPAk/sZRpnGS8dv4GxdBnabPJ+k4HMKzvdPjNT55mYqh67xskIiL3lMKBiMgBZ4zBd2+vP2BtRLX461QKX8CS7L3e6n0Lx0TwE9OTXcfwuSePMlQtcubKMuONCrOjda4sb7LRkIKhTQAAdX1JREFU7LKy1WJahdBERPY1hQMRkQNsqFTksemxu2y15HmfOLtCu/+tvVdzGxP5pzHcGihc12Gj2aFSDPnko0fo9mO22l0mh3d7DOIku1fNEBGR+0ThQETkgMqtpVIIeWRilI12l3cWV3lufppisFvTwJLSS87Q7P4hab6F69QwZjcQdOPXCbwZXPPB14QxhktLm1xf26FRLlAuhMRJxlClwJWVLUZqJY5ODj2QtoqIyMdD4UBE5ICy1nJ1fZs3ri3yuUeO8srlBa6sb1EMfBxjGK+V+eSxp4m8o3Ti1xgk5xgq/xuAh2MCHFO45XhLG02urWzxyOwol5c3GauXKRdCXn73GqO1MkcnFAxERPY7hQMRkQPKMYY8z9nu9m/WLDBM1CpUohBjoF6MME4Bz4SUo89SCl/Ac4bAGMBgfmLOQeC7+J7Lq+dvkOeWbj9mo9mlUSny6ceOMFwtPpB2iojIx0fhQETkgDLGYBzDVqfHd85fZXFrh7nhOrVixImxYYqBT553ubH1HxF6p/be10vOMFT8S5QLn7s5MXlXrVRgqFLk6MQQ11a36ccprW4fxxjSLMd1VedARGS/UzgQETnApupVvnD6KIM05aVT84Sex5W1TV6+cI0Xj83wwtEhsDn14m/vvWewc+5mATT/lmO1un1a3QHN7oB2L+boZINjU8MsbzRZ2WpxpNugWox+8hJERGQfUTgQETnAOoOYdxbXaPcHYAxJltGLEx6dHCP0PcDgmBKhP7/3Htep4LmNvcnJ74vTjDjNcIyhUYlolIuEgcdYvcxOu8eV5U2eOjZ1fxsoIiIfK4UDEZEDrBcnbHa6DJeLuI5DnKb04oReHHNibBhIP/Kx6uUCf+mzT3BpeZPhSpF6OaIfp9QrBZY2mjfDhoiI7Ge6k4uIHGAj5SKfOXHk5hzj3QnKR0YaFAOfchSS5TGD7CobrX+0955ecp7O4BXK0Us4Jtx7PfQ9Joer9OOU0XqZWilkYX2HK8ubhL7HSK30AFooIiIfJ7O7gsVdfehGERF5uKVZTi9JSLIPCpTluaXVG5DmOcfHq7T738R1Guze8g1ptkHoHyf0jmB+rM5Bb5DwtdfP0+nHgKEUBcxPNOj0Yy4tbnB6boxnTkzf9zaKiMjPxdzpRfUciIgcUNZatrs93l1au+X1NMvZ7HTxXZcT4w18dwbXFPG93R/2ed5hkF3BkmF+7GuiO4hxHYetdp9S6LO63ebNS4tYa5keqWsysojIAaBwICJyQFkLK802L1+8zmS9wmqzzUi5xGanS60YEbguloR2/9sE3hGMUwAsO90/oRA8yU8+VNpq9VjdbnNjbZtjk8N4jmGkVmZlq0ngu9RKCgciIvudFqUWETmgLHa3/oBjmGnU8F2XyXqFYhhwbHQYyEmzLQbpVdJsna3OH7DW/P/gOiVC/+htS5nWygUmh6uUooD1ZofraztkeU6tFDGIU1q9wYNpqIiIfGzUcyAicoC5jqEcBjTKBSpRSKNUYL3dpV6MuL6Zk2arWDsgy7fxvBGsHZDnPayNwezOQXjfaK3E4/MTbLa6BJ7L25eX8V2HR2YnKRdCyoXw7hciIiL7gnoOREQOsCy3NPsD1lsddnr93T+7fTY7XcDBdaoY4xJn18BafHeaQXqZXnwWS3KXo+5WRM7ynEGS0hskhL5LIfDvsr+IiOwXCgciIgeUweC7LgbD0lYLay0rzTaDNOXS6iYGB88dAyD05snybSwDdgujBXc8ZuC5jFSLVIsRo7UyleJub8HaToftdu9+NU1ERO4RDSsSETmgjIGJWpmXTh0B4ATDAGRZznq7i2MMBgffnSQKHtt7X5qtE/knb5tzAFAphDx5bJJKIeSx+XFKUYDvOpy/sc4g+egF1URE5OGkOgciIodMluc0ewO2uz3mR2r0k/eA7JZ9Qu8oxhQx5o7LYAO7S6VuNLu8fWWZLMt5bH6CyaHKPb56ERH5mNzxBq9wICIiH0mcZmzsdOgOYrr9hE4/Zr3ZYWOnyyOzozx9fIpCqHkHIiL7hIqgiYjIz683SLi4uMFmq7s3EblRLvDFZ44zPVrDdTSNTURkv1M4EBGRj8R1DJViSKUUMl4vM1QpEvj6GhEROUh0VxcRkY8k9D2MMfQGCcubLdabXSqFkJFaiWLof+j8BBER2R8UDkREDogkSclzCMM739rvNMfsZ/lBb4F2b8CNtR2a3T5xmlEtRhwZb3BieoSRWgnP1dAiEZH9TBOSRUT2uSRJieOM1ZUdup2YoeES8SAlyy3FYkC5ElEqhQwGKetrTRqNMlmWsbPTY3pmCGOg243Z3GgThj6dTh/XcXA9hzTNKBQCGkNlfN+99bxpxpkrK3z/navMjNZ46fF5GpXiA/oURETkZ6TVikREDqL1tSaLN7a4cH6F9bUW5XLItasbdNoDnnhqhmeem2dufoT33l3iR69d4QtffIx+P+Y733yPX/n1J5ieaXDm7Rt888/PMjxc4fLFFUrlAuVqxM52l1OPTPCFX36MSjXCGIMx5pZeiM1Wj6WNJvVygcnhys1vG4PjaJiRiMhDTKsViYgcRGma0++nJHFGpRJx/MQ4juOwvLTD8ZMTTEzVuXZlne99+zyPPj7N3PwI/X7MwvVN/uWXX+Wv/c3PsLXZZnZumOWlHSanGkzNDJFlOcPDZU48MoEfuKxstfFch0Lok+eWbj/G5hbPc5kZqZFkGYtrOzjGUCsXKN+sniwiIvuHwoGIyAFhDCze2MIYQ6EQ0OsOuHJpjaHhMsbAU8/McubtGzz2xDStZo+zby3wF3/vBXZ2erccZ3OzTX2oxPlzywyPlMkzy2ary9devUCW5RyfGcFay2vvLpCkGWNDZUbrZVzX4fLiBq7r8IVnT/DIkbEH9EmIiMjPS+FAROQgsBZjDI7jMDRcZnpmiPX1FsMjZYqlgImJMaZm+qRJzn//j75HoeDzxV97nCNHR8nSnOtX10mS3SrJjz4+w9tvXicIPJybtQtWN9qsb7UJA49uP2akXmJmrEbge0yOVNlq9thsdWlUivieS5pmH3a1IiLykNKyEiIi+5zrOexOATAUigGOszsnIEtzsizHMWbvz5GxKlcurbG0tM307DD9foK9GSxuXN/EdR1c18Exhmarh+MYjIEky6hXihydHmasUaHZ6dOPM7I8Z7vdI8kyAs/F910qxZBiFDzoj0VERH4O6jkQEdnnRkYqLN/YplqLmJ0bonhzZaK11SbjEzVK5YilxS2+/Y1zXDy/zJf+tacZDFL+8//0K7z0+Uf45GdOUi5HPPXsEVzX5fKlFf7q3/g0E5M1vved8/i+xzNHJ6hVCqxvd6hXIh45MsryRItuP6YYBVRLEXGasdXqYnNLsaBwICKyH2m1IhGRfa7V7PHu2UXCyOOpZ46Q5znXrmywutrkE586zvpak5e/d5FC5PPpz56iUAzIc8vOdpdvf/Mcw8NlPvO5UwBceG+ZPLccOzHGN7/+LlcurfFbv/MMY+M1rT4kInKwaClTEREREREB7hIONOdAREREREQAhQMREREREblJ4UBERERERACFAxGRQyfJM653N1nrNx/0pYiIyENGS5mKiBwSzaTHuZ0lpooN/mTxTap+gW46YCPu3HH/L009ycnKBIGz+1WR25w/uPZDQtfnMyMn2YjbfG/tPI/XZ3huaB7X6HmTiMh+pzu5iMghsTFo84eLb7CddOmmA5I8ZbxQY7YwxHShwZ8uvc1QUGKmMMRsYYiSG+HcXMzCYvln117hz5bPUHADSn7IRFSnnyX8d1e+xzdX3iXO0wfcQhER+UWp50BEZB9J0gzHGFx3typynufkucVxDI7jYD6kFEFmc9ppn9zmAASux0ujp8jynNzm/NcXv87nxx5hKCgBhpIX4hqHOE/5H67+gK+tnOG3pp7m+aF5QscndHx+d/YF/vnCq3x54VXa6YBfmXicoqcCaCIi+5XCgYjIPvHe5RWuL24RJynFQshwo0S/n9Js96hVC8xPDzPcKH3k4w2ylD9depsvX38VC+zEXf6Pb/xTPOPy3PBR/s7xz2MN/Jfnv8aZ7QVeHDrGdHEIz3FxbqaQzOY8Vpuil8V8deltUpvx21PPELj6ehER2Y909xYR2Sc2tjpcvbFJtRzhey4ra03anQHdfkyr06dSCj9yOLCAtZatuMPJ6gRfmnyK/93r/5h/58QXudbd4HxrhczmeMZhLKzy3NHPshm3+aMbb1ByQ56ozwDwjZV32I67fGbkJE/X52gEJTxHI1ZFRPYrhQMRkX2iXAqZGK2y0+qxudOlXAxxXYcg8DDGkH/EmvbW7j7xDxyPNM+YKjR4bmiewHF5qjFL6Ppcbq8B4BqHX5l4nIofsRV3+ObKOX64cYmJQo31QZu3txd4vD7Do7VpXLM7Q8HRxGQRkX1L4UBEZJ+YmxqiXinS7g4wBlzHIQw84jSj109oVAsf6Tg5ljhPiVyfbjr4qfuPRBUAxqIavzH1JF+58SMcY7jSWafsRzw3NE/ZCzEfNuFBRET2BYUDEZF9olKKKEYB1lowuz0ArmPIrSVJc3zvoz2xT23G+qDFSFRhc9D+yOd3jOETI8c5s3ODr62cxTEOv3/kUxwtjyoYiIgcEOr7FRHZJxzH4PsuQeAR+B5h4OF5LoHvUSoEBP6HP++p+0VeGj3FIEtY6zc5Whq9bZ8zOzf4wfpF7B2GKHXTAa9sXOZCawWDYZAlvL55lQutFeJMy5iKiBwE6jkQETkkqkGB09VJ/nDxDR6tTTMUlpgtDd+yz3bcJSPnU6PHiRwfi2Wxu8Vb2wu8sXWVpd42x8pjPNOYo5X2eX3zKv/g0reZL43wVGOW07UphoOyehJERPYphQMRkUOilfT4ztp7bAza/K2jL+E7Hk835m7Z50RlnJOVcSYLDULXY6GzyT+8/B02Bi2GwwpfGH+U54eOMlmok9mco+VRfrR5lUvtVf7H66/y6f4OvzH5JBX/o81/EBGRh4vCgYjIoWFoBCV+e3qaU9UJHOMwGlUByG3Ob049zVxpmJL7weTi0PWYLQ7xdGOOR6tTTBcbhK4PgI/Lk/VZ5kujXO2s815zifGohmvcB9ZCERH5xRh7p4GlH/iIC+OJiMi91B8kpGlOGHr4nkuz1cNzHYrFcG+fXpLQjZNbbtyOMRR8j4Lvk+YZG/0OO52YU6MjtxzfWstyf5vlzR5PTk7cUqugk/aJnAD35mub3S6e42KxuMYQeh7rnS7ZzcrLvuMyXinfuw9DREQ+Dncc/6meAxGRh1y3G3P23CIbmx3KpZDR0Qrr6y2Gh8rMzw3jeS6u63BxfZNzq+uMlIt77408j6FiEYtlu9unORjwxuISnzs6j+MYRkslMLDSbJFZyxuLy7QHMaHrMlIu4bsu59c2aA8GzNZrTNWqXNncolEsUPR9rm/vkOWWlVab1mCA6zhMVMo8PzvFULH4Ia0SEZGHkcKBiMhDLo5Tlpa3uXxtg0GcMDFWI0kyXMewsdXh9MkJhholFrZ3+OH1BaaqVTKbUw4CymHA7sMhyw+v3aCXJFzb2iF0F4h8j186cRQL/PmFywSuS2Ytr1y7wSBN+e3HT9NLulza2OTC+ganRocBw2qrg++6hK5LazBgrd1hvdNlpdUhtxbfdUg/akU2ERF5qGgpUxGRh1y3H2Mcw2CQEMcp751fxhjYafW4sbi1t1/geYyUSjjGsLjTIs1zfNdlqlZhrFKmnyR4jkM1CrFY+knC/FCDqWoFz3Gw7A5DsoBxDBOVMp7jcHJkmKlq9WYV5pzMWiwQZzmOMfiuS8H3maiWiTwP13FoFKIH9XGJiMgvQOFAROQht77R4vLVdRaXt0nTHOMYSsWQ8dEa83PDDDVK5LklcF1m61VOjA4x16gxXatS8H1m6zXSLGet08UCrcGA3FpuNJs4xrDd7VOLQnKbM0hT0jxnqFBku9cny3Pszf+lWc6F9U0urm/QjWOKgc9au8tKq02SZbjGIctzBkmqCWsiIvuUhhWJiDzk4iTbLXYW+GSZ5YVn5tnY6pBmGfXa7rj+nX6fOMvoJinFIOelo0foJykXNjbI8pw4Syn6Po+Oj1IJA2bqtd3BRtay3e/hOg69JKEUhLT6A8bLpb1wcGOnSW4tw6UigzSjNRiQZjkGdsNElhP63t6fpeBmFWcREdl3FA5ERB5yhcjnycem2drqMDJcplYrcOnqGkHggYEsy1ltd+jGCSXfx3ddxstlzq2uMVQo0E0S2oOYzx0/wmePHgEgzXMeHd+tkOy7LqOVMhg40mjw1uIyAMXAx3MCnE2HU6MjPDc9xWi5yPevLlAvRKy2O7iOoV6IcB2HOMsoBj7lMNid1OzpK0ZEZL/RUqYiIg+59Y02Z969wZl3l3j89CTdXsxgkNLuDBgbrfDCM/O0bMxKq0O9EFGNQnpJwsJOk2NDDYpBwNWtbU6ODlMKgluOnVvLZrfHZrfLyZFhjDFc29rmraUVPnVklmoUYgDXcfZqH1zd3CbyPZIspxz6bPf6XNvaoZ+mgKUchLtzGWqV+/9hiYjIR3XHpUwVDkREHnJ5bvnOyxfoDxKqlYhiFDAz3QBgcXmberXI9FTjAV+liIjsMwoHIiIiIiIC3CUcaLUiEREREREBFA5ERA60zGYMssFdt1tr6Wf9O76e23xve2az3WPlMZnN7uUli4jIA6SlJEREDqDdUBCznWyxPtjgePkYBkNiU6peBYulm/WI8wHnWxc5XT2Fa1ziPKbu1xnkMa2kSckrcb59gaFgiDRP6WY9JqJxGkEd17gPupkiIvIxUzgQETmAWkmLy50rXOpc5lr3Oq20TW4zWmmLL038BnGe8PbOGdYGq/xw81XWB+sYY9iKt/jLM3+J7Xibb65/i2OlY5xtvkMzadLNugwFDZ6sPcnj1Uep+FqNSETkoNGwIhGRA+b9YT8Vr0rdr1NwI1Kb8HbzLHPFOZI8ASwnysd5pv40Q0GDE5XjnG2+w4tDL2LJaQR15ktHmCvOcqQ4C1iOFOeYLcwyXzpCySs90DaKiMi9oZ4DEZEDZjPe4s3tt7jeXaCZNFmL19iKt3CNx1s7Z+jnfRwczjbfoZf2uNZd4J8u/DNmCzO8svUKO8kJBvmAd5rvMlOY5mzzXSYKE5S9Mu82z3GsfJSJaPxBN1NERO4BhQMRkQNmOBji86OfZWOwwWtbrzOUDPHJoRdxjEPohEwWJlgfbLDYW+J8+wIFt8B8cR5LzonScZ6tP4PneFzpXAHustadiIgcSAoHIiIPoR+vQWOMueXfMdxWheb96sUAW/EWP9x6lde2XsdgOFI6wr9a/lPmS3M8Un2EOI+50L4AwFg4yhO1J/bet9hf4hmeJrc5uYXc5jjGxcPDxd2bhGytveWcIiJyMCgciIg8ZKy1WNsBPIwJ2M0FKdbmGOOBBWt7e/sb4wPh3r8X3AKfHHqRqWiSH26+wi+P/hJj0SjL/RX+bPXP+VtH/jqfGHqRi+1LLPeXKLu78wdib0An7QLwXus8i71FvrX2HY6VjhK6IQbD843nqPpVMpvhGX2FiIgcNLqzi4g8ZAbxKyTJBRynjONUwARk6XVy28JzZzCmSJ5vMYjfxHGqlAq/he+f3Ht/wS1QcAv0wj41v8b/tPgvMDgErs+pyu5+BkPoBoRORDNt7Z735jKmBkNmM/79k/8LbnRvcLFzmZ3+DvZmd0VmM8JaSCOo3/fPRkRE7i1zS1f17T50o4iIfPw63T/E2i7GOFgsvnecJL1Mnm8S+I+T5Rtk2RLWZhgTEAYvEAZP3nac3OZkNtv7UQ/g4OA53m7vBJbUZjg3ZxVYLAaDa1xychwccnJya/nxr4P399GwIhGRfe2ON3H1HIiIPHRy8nwbyDBOhTRbxHMnMd4RrO1i8xaQY4yP49QwpnjHozjGwTF3XrHaGIPBENxlu4u796erDCAicmio50BE5CGTJBexxGDBGIfd5zj5zSf7Hsb45LZFnm8BBs+dx/Om7sm19Psxvu/hOAZjDHluybIcxzF7r4mIyL50xxu4woGIyEPG2uRuW9i9lzvshoXdYme7geHedAT/2Z+dIYoCkiRlMEhJ04xBPwFjcF2Hubkh4jhje6vD6GiVY8fHqNfv3JMhIiIPlTuGA1VIFhF5yBjj3+Wf4Oaf7u6QIhPhmOieBQOAQhSwtdXh0sVVALI0Z3Orw+rKDsViQLkc0e8n7DR7xEmKOhJERPY3zTkQEZG7MxDHCSOjFZ54YprNjQ65tayuNul0+mRpTqUSkaYZpVKI4+iZk4jIfqZhRSIi+9xOt0+cZkSBR5xkOMbQKBcA6MUJrf6AsWr5Q49hrWV5u00h8KgWI5ybXQBXr6wRhj7LKzscOzbG5maHbqdPbi2O41AuR1hrieOUKPQZGipRKkf3vM0iIvIL05wDEZH9pBcnfOW1d1lrtm/b9qmTRxgqFzi/vM57S+v04pRyFNAdJMRpypHRBi8en8Exhm+/e4XxeoWFjR0A0ixnkCT8a88/ylanx+JmE4vlytoW3UHC6alRXMdholHh1PgI5UJAr5cQhh5pmmOtxXEM1rI3jOj9v3uei+uq90BEZB/QUqYiIvuJ77q8cGyaXpLetm2sWibNMgqBj8HQG8TkNmd1p83iZpM4zTgy2gBr2Wh3WdpukqT57hMfa6kVI/pJQq0YsbTVpN2LKYUBgefRjRMqUUitEFEIfRzHoVTarcDsee79/RBEROS+UjgQEXlIea5DtRDhOPHNQmS7fNelEPj0Ylhrdtjq9PBcFyxEvs/p6TE+eXKWaiFks92jFAZkec5QrUiSZRhjqBUjHOMwWa+wst1mkGYE/gdfCY1ygYlGBU+9ACIih4rCgYjIQ+zGVpOFjR3iLNt7rRIFPDYzjrXgGEPgubT7A5I0I/Q9SjeHF1UK4c3g4BD6HpVCSC9JyHOL6+zWRfZdl36Sstnu3nLeaiHCcxzVMRAROWQUDkREHmKT9QrlKCDLP+g5CDyXShSy1uqQpBmuY8itJc1zSq5zs3iaoRj4e+9xjCEKPPpJQi9OCL3d23+a5/zoyiKDnxi61OoNePH4DIUfO4aIiBx8CgciIg+ppa3WzbkC2W3bOoOYjVaXQZpRLxawFra7vd2JwUCz1+f80gZxkrHd6WGtZa3Zod0bsNnu4bu7cwfy3LKwucMnT8zecvxXL90gy/P70UwREXmIKByIiDykkiylM4gZJLeHA99zKUcBtWJE5HtMNipcXduiHIX4nktnENNPEgqBz5GRBnMjdYyBZnfAG1eXaPUH1EoRxkCtGDFRr9xy/HqpsLecqYiIHB4KByIiD6mRSolCENwyGfl9gefiuw5D5SKe6+A5DvOjDYqBjzGGziDe+4F/dKzBRL2CtZZenDBRL7PTGzBUKmIM/NazpxmvlW45fiUKNaRIROQQUp0DEREREZHD547dw1qjTkREsNaytdNla6dLnlvSNOP9h0d5bllc3aY/SFha3aHdHfBTHiyJiMg+pWFFIiKHXJ7nvHtphfOXVrHA0Zlhdto9nnt8liTNuXB1lfOXV3npheO8dW4R33M5fXycidEaYaCvERGRg0R3dRGRQyy3lq1mjwtX1njn4jLWwoUrqziOYXayQRh4bG53WVzd4Vs/vMD6VofRoTKdXoNcqxmJiBw4GlYkInKI2Xx3ONHoUIWRoTIAYegxNzVEf5DS6cYUIp+p8Trrmx1KhYDhegksZJmGFomIHDTqORAR2Se6rT6u5xCEPsb58GVG40FCEqcUiiGO++HPgfI8Z3m9Sas9oD9IODo7TLVSoFqJWFzZ4cz5JQyGpx+bIU0z3nz3BmmaMzFaBcKPsYUiIvKgKRyIiOwTF8/cYGi8yvBEjbXFbVrbHdIko1SJmJgdplQt7O27sdJk7cYWjzx7hM5Gm+XrG+S5BWuZmh9laKwK7C5JF8cZG5ttltd2+PwnT9LvJ2ztdCgXQ546PU2jWuBf/NlbdLsDCpFP4LscPzLCUL10lysVEZH9SuFARGQf2N5o88o332V0ss7R05MsXdvgxuU1lq9tcOTUBF/83ef3wkGvM+D8W9d559UrGMfQ6wy4cGaBjaUd+v2Y3/23Pr8XDoyBWqXAFz9zipWNJvVKgfGjY3zj5fMkaUalHHFifowjM8NMjNVIk4z56WEq5ehBfhwiInKPKByIiOwDa0tbrN7Y5Mq7i2yvt/j0rz/J6GSdS40iJ56YZXi8trdvu9lj8eo659+6Tp7nPPOZk/zyX3yel//sDMVyyJFHJvb2dR2Hmck6SZrxzKMzrG+1WdtsMTc9RKkQ7lVJPnFklInRKoHv8sxjMwRapUhE5EBSETQRkX2g1xnwJ//kZeJeQm24RGO0yts/uEixHPH8F04zOlWnPlwBIIlT3v7hJV771jmm50cplkOSOOOVr5/ld/7Nz1EfqTB1ZOQBt0hERB4wFUETEdmvWtsdXNdhdXGLfjdmc7XJ6uIWS9c3uHpuieZWZ2/ffi9m0ItJ4pSla+tkWc7V95bZ3mhz6ewiqwubD7AlIiLyMFO/sIjIPlAbKtPvDlhZ2OSpT5/gE7/8GMaBSr3EZ379yVv2LRRDgtBndWGLqfkRXvjCoxw9PYUx8K/9rZceUAtERGQ/UM+BiMg+0O8lGGM49ugUW6tNLry9wKCX4NxhSdM0SUnilJHJGvWRMm987zzbG21cT7d8ERH5cOo5EBG5z6y15LaL63z4UqB53sOYAGNcblxe5fEXjjB7YpwgCvjWH/6QQa/D2MwsuY1xTLD3vp2NNkHg8a//u7/M0HiVi2dv8J0/fpMnXjh2yzVkucVzHay1WAuZzfEcB2PM7mvsDkiN0wzvZq2ELLd4jnPHUCIiIvufJiSLiNxHu8Ggw3bvj2kUfhuMS553AXCcAuCQ2x5gafW+RSF4As9p4DghabaFtTGOU6KXvIPBx9oY16lSDJ7AmNuf93QGMSvNNpHnMdWo7r0epxnXN7c5NjpEL04YZBmrzTYnx0cwGPppQqs3oBwF/OjaElP1Klmes93tMzdcY6hUxHXUEyEiso/d8SmPeg5ERO4jS0o3PstW53/CIcRzh9ns/HMMDo3S7+A5DTY6/wywdOM3ibxjgEOt+KtE3jGa/W+QZltktk2cLuCYiGL4LK5TJ/LnPzjPzQc/rf6At2+s0CgWmKxX9rY3+33+yQ/f4j/4tZf48o/O8vTsJC9fvM5YpUwlClnY2uEPXnmbp2cn+d7F6zR7fbY6PcarZT57ap6XThxhuFy8vx+eiIjccwoHIiL3kcHgOgUcE9FL3sXLRymFL+C7I1gSAm8O3x0l8o5jcCkET5BkK4TeHBiHYvAkSbZCP72MMR5Zto3nNAi86b1zWGtJsoxunNDsDejGMYHnsNPr4zoOke+x2uyw2elxcXWDH11bYrhU5JvvXeFP3n6P/+T3foO5Rp0X5qc5NT5KP0n5s3cu8tjUGNONGs/MTtIoFT6klSIisl8pHIiI3GeOKRL5j2EMFPyTxNnS3rZm/5uk+Sab3bfopxfpJWcJvFnagxKRd5xO/Cq57WPw8Zw6Wb5Dbrv8+CjQLLe8cX2Zr7z5Lr04YbXZJvA9vn/xOuPVMr//iadZ2NphcbvJf/Pd13hzYZmC7/OpYzM0+zHFwOeP3j7H9y9dZ354iO9cuMrx0WHqxYjvXbzKo1OjzA3X7/8HJyIi95zCgYjIfZblXeLsCo4p4po6sLy3rRZ9kVrhV1lt/lcMkkv47gRjlb9D6B0DDIP0GnG2RG57WJuR5W0s6S3Hdx3DC/PTPD8/zUqzzQ8vL9AoFnjp5JG9AabPH5nmtas3+Pd+6VP8p3/8TX7/E0/xvYvX2Onu4Lsuf+HpxzhzY/UuI1JFROSgUjgQEbmvXEJvGkNAkq3RTX7EVucrGBMwUv592oOX2er9EfXCr5HZz1MKnmej8weE3jy+O0Y7fgXXlPHdcazNKPh1Qncea7O9H/LG7P7F8MFve2PAMR/80jdAkuVc2djce+G9lXWGykWub25TK0ZYC1hwMHiuwXUMjmOUF0REDjCtViQich/leY+d3tcJvUkC7wj95DyQ4zhlHBPuDhdyGzimyFbvjygHL+4OH7Jt4mwJz9SJsxv0k/duDicCzxmhFD5P5O8uVdrqD7ix1WSr22er0+Xd5TWqUcjj0xP4rkO1EPLW9WW+c+EqLx6d4UfXl/hf/dpL7HT7pFnGn5+7zDOzk/y9b7/CkzPjjJRLFMMA92a4eGZ2ktmhGp7rPqiPUUREfnF3fNajcCAich/t1g8YYPAAF0vKB8/53//TwRjI7QCDjzHOzdWHMsDBkoNNsTdv0QaDMf7eUqabnS7vLq2x0myTW0ua5zef/juEnsux0WEmamUcYzDG8J0LVzm3tIYFHAMvnZynGyccG2lwdWObd5ZW6QwSsBYMHB0d4lPH5hitfHidBhEReagpHIiIHAZZnpNkOVme37bNGPAdF8/9oNhZP02Jk2xvn0Lgk1tL4LokeUacZntF0QC8myseqc6BiMi+pnAgIiIiIiLAXcKBHvuIiIiIiAigcCAiIiIiIjdpKVMRkfsgtzlJ3gVywCF0y3vbWskSa/1z9NINHONS9EYYDk9S9IZxzJ1u05btwTmwlnJwhCRvsz14F8e41INHCb2hnzh3SpL3gRxjXAKndPP1jFayyHr/HL1sC9f4lPxxRsJTFNwGxuj5kYjIYaNwICJyH3TTdV5e+3/Sz7YoemP80sT/gWayyDvbX2atf5Z+tk1qYwwGzwkJ3RpThec4WfsSZW8Cx3ywbKjFsj14h06yiN8rY4whcsfIbJfcJkx6v3TLubfiK7y+8fcZZC2GwmN8YvTfZ3twhXM7/4K1wbsMsiaZjTE4eE5E5NaYKX2SU9XfpuDWFRJERA4RhQMRkfsgswNW+2fppKuU/UkWuj/kzc1/xObgIoO8icHFd4okeWd3qVKgGS+wnVzlqcZfZzg8cUsvQpK3yGyf0GlgcMFYkqxNmnfppssUvYkP9s06rPbO0Mu2iPMuV9vf4szW/8BWfJk4b+Pg4TkF4rzN++tQNJMbbMdXeXbo36TiT90STkRE5OBSOBARua8s/XSLV9b/SzYHFxiNHmW29GlqwRyeCUnyDqv9s1xuf51uusH19vfwTZGnh/4mtWDm5jEMteARQncY3/mg1kDkjePgkdvkLmfOaSULvL7x92kmC4xFTzBT+gS1YAaHgDhvsdx7k8utr9FN17na+iahU+Xpob9J8SeGKomIyMGkcCAicp+ltk8rWeTJxu8zV/4MNX+OyK2BMVibMVZ4gkZ4jDc2/xGtZJFrne8wUXiagtsgcEuApZetsNk/g4NLToJjfBzjU/QmqdlTdzmzJcm7DLIWTzX+OjOlT1ELZgjdKliwZIxGj9EI5nl987+hn21zqfVnTBdfYKr4PJ4T3s+PSUREHgANJBURuc8Cp8gzQ3+bx+u/x3j0FAVvd/KvweAYj4o/ybHyFzla/iVCt0o/2+ZG94d007W9YyR5B8d4+G4VsIRug2pwEteExPn2Xc9d9EZ4Zvhv8mj9dxkvPE7k1m5WWN49dy2Y4UT1N5gvfwHPRPSyTa53vssga97xeBZI85zM3l5wDXYrQuc3/xERkYefeg5ERO4rQ+BWOVX7rd3egrsI3DLHK7/CQvdlBtkOa/136Gab1JkHIM8HJFkLsMRZC3BxTEjoDuE7lbuc2aHojXK88muE7p33AQjdCqeqv8W1zndJ0z5LvTd4NG9RYvS2fVe6La61tjHGEDgOrnFI8pxW0qfoBXiOw0q3TZbn1KMCVT/k8eGJ3YrL1qrKsojIQ0bhQEQEGCQpvufimDsWjPxYOcb/0GDwvnowT9WfYie+RiddpZ9tk9sMYxxK/gzGeLgmInSH8EyRyBvBNSF3L25vcE3wocHgfcPhCSreBL10k1ayxCBrkdvstonJ72yucrm1ST0oYIDAdXGMQy9NKPkJ3TTh3a3dHo8TtWH6UYnZuM+ZzRWqfshMuUY9LPzU6xERkftD4UBEDqQ4zVjaabLSbOM4DjP1KhO1W38Un11apTOIKYcBq802L8zPUAqDB3TFt3Mdn4o/hWciBnmT/s0lR30TMRI9hyXHMR6p7ZPbhCRvk+VdHON/DOcOqAYzbAzOk9o+g2yH3KZ3XLWoGkT4jkNuLbWgQJxn9LN0d7gShkZYwAKu4+A5Dt0k4fz2OnOVOiU/UDgQEXmIKByIyH1nb44/T5IM33cxP/G0fnfzB0+/f3L7R5Fby1a3zw+uLFCLImqFiO7aJnGWAbtPuN9ZWqXZGzDTqLLa6vD0zW0Pk8it45rdwJLk3d1wQIFBvkUvXdnbz5KT5T1yUjyn+LGcu+gO7S6faiHO2+Tc/vnMVxvUBhGdNMZYqIURubV4jkNmcybDiNFCiSTPKfk+o1EJz3GohwUmihVqQfSxXKuIiHw8FA5E5L5bWd7BOIaV5R3q9SJh6NPvJzR3utTqJVzXYWenS68bMzxSZnyiRqHwsz/R912HuaE65TDAsBsYsnx34mzuOGR5ju86jFXKpPnDOf7d4MDNbGTJeD80bfXP0EvXKPq79Qx8p0LkjdFJrtGKr1IPH/3Fz31L4bXs/dR2i7FCmWoQkeTZzeuFgudjLbSTAUXPxxhDZi2R61HyA7pJzOND44wVSlQVDkREHioKByJy3124sEK9XuKNH13j2WeP4HoD+v2Et9+6ztGjY3iew6VLq2xtdjhxcoJyJfqZw4FjoFaIeP7I9O6/A5P16i37bHa6eI5D6HlM1ip47sMXDuK8TW5TADwT4dy8bWd2gO+WKPkzWJuT2T79dI04b1Nwb584/PMYZC3szVWIPFO445Cikh9Q8u/8/00tvPMP/6IfcKI2/LFco4iIfLwUDkTkvms1eziOQxT5FIsBvX5CoRAQRQGFQkCW5wSBR7kcUSwGuD/Hj/bA85iqV4nT3bHvoX/77e7J6Qki3+P65g7TjSqh93DdEq3NaacrpPkAg0PoVveGGBnjkWQtuskSqe3Sii+R5B0a4eNU/KMfy7lbySIZCQaXyK3dUqH5YdNu9UkGCYVSSBD6pEmKMQY/+OjXnKUZWxttSpWIQvGDmg55blm8tsHYZA0/8H6uYW4iIvvFw/eYTEQOvPGJGvEgYWZmiFa7T5pkDAYJ4+M1KtWIcjlkdm6YI/MjNIZKeN7tT6w/CscYIt+/YzAAKAS7Q17mhutUovC+rFT0s+ikazTjG2R2QOTWKbh1XOfmZGOb4ZgA363gO2Uib4SiN0ElOEIlmP+Fz91KlmkmC+Q2peANEbn1O/YcfFTtZo/L7y2zvrpbL8FaS7vZ41tffZtzby/8wtf77pvX+dpX3mDhyjpL1zf47p+/y7m3F4jj9Jb90iRjbXmby+eXybIPajNYa9nZ7vJH//QVXv76u+T5B9vOn7nBH/yD73DlwgpZeud6DiIiB8XD+xhIRA6s049O0W716XQG+L5LGPnYHCYm6riegwHGxqp0OjFgech+s//CsrzPRv88Q9EJAAy3NzCzCVfa36KdLmPJGQ5PELkN3p+AYIyLtTnWZrgmYih8km66THNwkaI3Tcmfuu2YFkuct9kaXKYezt/xvO+f+2Lrq/SybcAyFj12szLzz/d/hLWWa5dW+ZN/9irPfeYkX/jSkwBsrDb5u/+3P+KTXzjNI0/M/FzHft/Fdxb5xp+8RW2oxOhEnW/9yVv4gcdvW3jkyRmCmz0I7VaPH3zrPd47c4O/+Nc/zdGT4+SZJUlS2s0e77x5nR988xyPPDXL0EiF5naX//6//iYXzy3xwksnmZ4bIc/t7kR654D9hykigsKBiDwAxWJI8ceGbdzNyMczdP4jGyQpubWEnodz84dfbi2GW1dM6g5ijDEUgp9nyVBLL93k9c2/z6P136URHKPgNsCYvR/rcdZmtX+GC80/ppdu4ZmI6eKLlL2xvaNUgmO046vE2TawWzuhFpykkyzSTq7eMRzA7lChN7b+EY9Uf5t6ME/k1W8JCYOsxXLvDd5r/hFp3sMzBeZKnyF0fnpdhrvJ0ozFa5u89v2LzB3fbYMxBgv0ewk7W50PfX+72SNJ7jwheu8ceU4Sp+xsdXnsmTlOPzXLn3/lDb7+h29QHyoxOlEjKgTkmaW10+OtV64QBB5/5X/2ObqdAe++eZ0kyRibrHH2R1f5F//4ZWaPjnLj6jovf+Ndjj86yfpqk2999W083+VTXzhNuXr7EqxZlmOtxXGcvf+G7sZaS5Zbsiwj/Ln+WxIR+fgpHIiI3LS03aKfpBwZqeM4huWtFv00ZapepVIIafdjOoMB5xbX8VyHExPDJGmG5zqMVcsfeSy6xbLUfZ3NwUVOVH6dkcKjhE4Zg0tmB2zFlzm38xW2BpcAmCg8xWTxOUL3gwnVjfAJGuGjewu+Gszuj1Ljk9nBXc+d5QOut7/PZv8Cxyq/wkh0Ct8pYXBIbZ/NwQXO7nyZdrIEGKZLLzBZfAb/F1geNR5kdNsDPN+l9GM/qB3HEIY+vc7drxfgle+cZ2lh85ZhQD/p/Ns3aG73eOMHl+h1B/Q6A6JiwMV3l/jmn7zNM586zuPPzDE0WuEzv/wo1y6u8up3LzA2WWNkvMa/+vJre8eaPznBt776NmtLOxw5PsYjT+72anzjj94EoFAMeeK5+TuGg82dDoN4d55Lr5/szXkxBiqliOFGCccxxHGGtZaN7Q4r600eOzmJweA4hij0cB7ClbNE5HBQOBARuen6xjab7R69OCHLc965sYrnupRPB1QKIeutDpdWN/nG2UsEnst6q8Nmu8f8SJ2xx8of8SyG0K0wX/4lbnR/wOub/wDPCSn7E3iE9LItOukalgzPFBgKj/N4469SD+Yw5oMfjJ3kGoNsC0vKbuXjEMcEZPkAx7nz6kEGh6I3wmTxOZa6r/Haxt/DcyLK/gQuAd1snU66CoBvioxEj/BU429Q9EbvUIvCksQZ+c0f7I5j8HwX5w6Tx5MkpdPp4/su5coHKxi5rkOpEtHc6X3oJ3bu7QXeffM6aXL3OhTdzoBBP+H82Rusr+zcMon9nTeuMT5d5/Fn5gCYmhvmN3/vBbY32yxd3+SXfvNpZo+OsrPd3b3eQcrXvvIjNldb/NZf+QQz88O8P7atWAoplkKGRm+vMt3rJ5y9sMzGVocw8Lh6Y5ONrQ7lUkgh8jk+N8ozj06z0+5zfXGLQsHn2uIW5y+vYu3uxOcsz3nuiVlKhZ/esyYici8oHIiIAJ1BTKs/YL3V5kdXF3GM4ZMnZnl0aoxyFLLd2Q0NvuMQ+h6OMby3tE6cZjwxM05nkFCOPtpyq4FT5VOj/0sutb7Gpfaf0oqX6afbZDbG4FDwhgicMiPhSR6t/yVGwlO4P/GDf6X7XbrpIknexuARuFUCp045OIJn71Zx2FD2J/nk6L/PpdbXuNL+Bu1kmW66QW4TDA4lb4zAKTManeaJxl+jHszdskpRa7tLp7n7Y7690yWJM+J+QrlWYPLICMXK7cuXxnFKtzPAD7xbw4HnUq0XWVvZIU2zu048/4t//dP82l94ltWlbbrtARMzDcLI5/rlNVzXYWSsxtVLq/zL//5l5k9O8Ku/8wyVWoFeJyaJUyr1IiNjH/S6eJ7L8Uen+Hf+w98kigKGx6pYLN/66hk8z8Fay8LldcKCz85Wh067j7WWeJDywksnmZwZ2pvD8OOuLW5y/vIqC8vbvPDkHCONEmHgceLICPVqkbHhCoVCwOtnF3j97ALTE3WstTx2cpK3zy9hrWVru8upo2MKByLywCgciMhDoR0P6KUp1TAkdHdvTTuDPlmeUwqCvdd+Um4t1t5awGyQpmz0u5T8YG+t/SzPWem2MRgmy7c/9b2+vs17S+vsdPqM1koUfJ9WL+b1q4uMVcs4xnBxdZMbmztc39hhkCRUCiHlKOTdxTXqpYgTEyMfrbEGPCfkZPVLHKt8kaXe66z336OXbeIan5I3zkj0CMPhKXznzrUCfKfMePElkryNY3aLvLWT6x/p9JFb5dHaX+B45ZdZ7r3Bev88/Wz7Zg/GJKPRo4yEJ++4dOk7r13h8tlFwJImGSOTdZaurjMxN8zIVP2O5xv0ElrbXfzAvWUojue5NEYr3Li2wfZGm5HxO89rmJhuAPC9r7/Lmdeu8u/+b3+TuWOj/Hd/9xuUKxG/97c/y6nHZ6gPnSGMPCamG4xO1nn1u+dZXtji+c+cpD5cJs9ymjs9Ntd2V0xyPZdCKdgd3rPa4g/+/reYPTrKkeNjzB0bZe7YKItX1wFotfq88YNLlCsRx05NEIS3fzZLqzv0BwlR6HPu0go3lneo3QxDG9sdTh8b5/OfOMH4SJVHjo5hHEOpEHD6+Dh/9p1zVCsFRofKuO6tIWm3oniGxWK4dSlVazNy28cxEZYcbIoxwV4BO2uzm8Xzcgwuxmhug4h8OIUDEfmZWGvJrSW1P/uSjoHzwY+eVjwg54MJpt9bvMY7G2v82vwJZiu7PxK/euUC24Men5ycY65a+7HjeESeRy9NWO60MBjma429pUiXui3+4dkfcazW4K+cehLPcVjtdvgvXvsuU6Uq/8Hzn7nt2mrFiOFyEc9xGa2UOLOwypOzE0w1qjRKBRqlAvOjDc7eWCHLc4bKRR6bHiMKfCbrFaYa1duO+dMYY/BMxGzp08yWPv0zvTcnY5Btk+ZtHONjfsYaBMbs1k04Uv4cR8qf+8jvS+KExz9xlOVrG1w5t0S5VmB0ukFjtHpLbYAf1272WFncJioENEY+CGZ+4DI1O8SPvn+R65fX7xoO3tdtD9jZ6uwtJ9rrDHDd3UrX1XqRQjGg3ezT7QzY3mjzg2+c4/qVdY6cGGP6yDCDQcIPv3WOf/L3vkWW5RRLIV/6y8/zm//6iwAEoc+znzrOl37vxdvOff3yGu++cR3uPieabi+mWAiZnRoCa0mSnCBwicLdJXPXtjosLO+wvLrDOxeWeOTYOKfmxzAYnjw9zbd+eIFeP+HZx2YZaZR+7MiWOFvB2j6hd5T3V42yNifJVukl5ykGj5HmW2R5i8CbxXPqGLybrzXJbAvHFHFNFUuMYyJcp46jsCAiP0HhQER+JjmWxU6Li9sbP9P7jDF8enIO33HIreUrl87RS5O97T9cWeC9zQ26ScxUefeH9tcXLrMz6LPUaTNVquwd5/TQKM+NT/He1jr/1VuvUPR8/sMXPkc9jNga9Njp92nHA/6/b7/GqcYow4UC/+rKBf6ni+/wv//EF1hs7z45nihV9lYimmxUmR9tsN7q8vSRSXa6fXJraZQKTNYrXN/Y4evvXOJ7711jsl7BcxxevnCduZE6pTBgqvHxfL4fRW5TsnzARvw61qaAQ+SOUAmO3Xw6/PPXI/go0iQjS3PCyOdP/+CHbK+3efazp5g5Nsr0sbFb9rXWsrPVYWVxi5OPTTM0/MHcjDDymTs2RppmnD97g2c/dfy2c1lr6fcSsLs9FXluGfQTet2YLMvJspxBL2F4tEJUCFhbbdJq9lhb2eHa5TVOPDrFyUd3q2S7rsPYVJ3nP3Oc1aUdLr67RK8X752r34/51lfP8M6bt9dd6PcGu/t+yJzz+dlhHNfBdRwKkc8nnolI0wxjDEP1IqNDFcZHKgS+Q6s74PLCBu9eWqHbi2nUipSLIS89f3wvGFibk9selpxufIY0X8dxKnhOA4NHljfZ6n2VOL2BJaMbn8ExIWG2RuQfJ3SnaQ9eI7cDMtsmy7exWAbJNUJvluHSXyT0frElZEXk4FE4EJGfSZJlfOP6Jf6zV7/7M73Pcxz++Pf+LephRI7l1ZVFtgf9vaf9N9o7tJOYMxtrXGvt/nhf7rRpxwNeWb6xu+xlllAPC/iuy5OjExytDfH06CT/5Nxb/JP33uKzU0f4b86+TieJaScx3TTmP3v12wyyjMV2k2oQ8e0bV/n2jasA/Oe/9NsU/Q+enGa55cbmDpdXN3lqbpLrm9t8+ZWzfOL4LEdG6/wbn36ayPMYJCm//MQJhsoFvvfeVd5ZWOH01P1bdzXOdygHR6iHpyl4YzjGxzEeSd6hn67iObcPm/q4GGNYX9qm2+4zPjvM+MwwGys7PPmpE7cFA4AkTllfbTLop8wcHbmlNkAQehw5PorjGt5+7Sq/97dzXO/WCc3JIOV7f36WQS/h2qVVWjs9Xvn2e1x+b5nNtTbd9oAffvs9Hn92Dsd1aO/0WF7YYmlhkzTJOP3kDMVyePN8Pk+/eIynXzzGa9+7wP/rP/kXt5wrCDyeeH6ez/7q47e1Y3lhk3/4//7ah342j52YpD9I2Gn22NjucPXGJlhLqRhwZWGT08cneP6JWRrVInNTQ+S55e1zi3zzhxf49/7G5zHsBpj3515YO2C796d4ztDeOdba/5hG4UsU/GP00yv0k0sE3gSb3a+QZKuUwmcYDL5Nkq1ios/STd7Gd8bw3BEK3jHK4fP0kvfop1ew9u4TvEXk8FI4EJGfie+4fHH2OPPVoZ++848xBsp+sHeM//izv8pSu8VMpUZuLX98+T1eW13kXz/1BMdqu8f+5xfO8urqItUgJHBdLu1s8vz4NH/x+KNU/ABjDL8yd5yrzS2+vXCF6XKV58en6SYxFmjFU3xj4TLLnRZ/54kX9oKIg8FznFtWtIHdFXdqxYhn56c4MTFC5Hv8/9u78yDJz/Ow79/fffTd091zX3vM7mKxBxZYnCQIgBApUhRlS4plxY4V24rjo+yyUyXHcTmVistJ+fjDR2LHsaVSrEi07CpLpiRKogheIECAIAhiF1jsfc3u3Eff3b/7lz+6d3YHu7hEkYbC51O1wG5PT19z9Pu873Ms1Vs0u33ytkXetbl/epSXLi7y6y+dAmAk6/L4wsz3+Kp+MKZawFRzLHW/xFrvW2iKRc6cQ1MsNMWh6jxE0Vr4vtx3vpghDGLazR79XsDJpw7hZO13HFS3utTg3OmbFEsZDhzevUutqir5UoaF+yY5/8ZNlhY3mXlbgNHvB/z6Lz5PY6tDv+eTxCmf//cvo6oKva6PoigsLW6xtlzHdk2SJOGF587Q7wXM7qtx8Oj0+35uaQpeL2B7s33Xx1qNHmmSvmtaETBsWzqYHDFWyTFayVPKO6iqimXqhGHMxnaHrcZgtsPyRpNuP+DS9Q0ATENjaqxExjVJUo+W9wKTxV+g678OQM46yXbvtxjL/yUgxTEWyNkPEcQraMoeSs4nCONBcXM3eIN+cBHdLkI66Gr1ftLPBmmDMQoQpQkKoCsaunr3iVSSJsRpSphE6IqGpqqow9dACPHHkwQHQogPRFNVJnN5JnMfPMf+Tme31vnbz/8+v/iJn+S19WWuNutkDZMvXru463ppmvLi0nWmckXCJOKFpevsLZR5ZmYPuqKxp1jm5w6f4Pz2Jk9OzZGmKac3VulFIVtejyhJmM4V2VccBBxJmjLqZjleG79rAfPkwXk4OL/rsslSnsk76gke3DPFg3v+MKkYCrpiYSg2uvK9daJRFZ2yfYSyfYSZ7CWawXlyxiwl+/5737OioqsWemqjK+awwPX2YLdb/759/XtfDnD/I3tJ05TN1TmSJOXMK1eIgpjKPRbhSZJw48o6Z167xuy+0XtOQXYzFo89fYgzry/yxd/8Dn/xb31yV4//TM7m7/yjP0UUxvza//0V1pcb/Omff4rRySL/+h99ATdj88mffJCF+ya5fnmNq+dXee2bl9hzcJwHH99PZbQwaIGqDHbl323RGoUx1y+t4d2RanRLv+sTRe+90+7YBtFwEFqvH7C+1abTC/D8iEp5cOq0uLzN2ctrO58zPV7i1TcWAchlLPI5h4yrEyUNIMVQR3aum7NOstb+5Z2PNb2v0vJeQFOz5OzHaXnfBBIcYx+aksMx9mOoH+xUqxN5nGsuYWoal9vr6IrKsdIsM5m7C+7rQY+Vfp2XNi9wf2GauWyVipXH+D6ntgkhvn8kOBBC/BcVpwnPXb/ERr/HqJvFfNvwp4bv0YtC2kGfPYUyKeDHg0nGYRwTpQnTuQJz+SKGqnFqY4X/7ZWv0QkCprIFCuagW8wvvfEd4jThYmOLj0zM8i+e+QzaD3B309HLPFz9K0SJj/k9DBR7u4K1j4K1712vkzemeaTy14jTAFsrkaaDadCmoaEqCkma4gcRAJapQ5KSAp2eh+tYJHFCkqbo2mDqb5qCXXBIEzj5ifuxTAPTuLvDzurNOq+9dIkUePCJ/RTKmbsem+OaPPLUQT7/uZf40m+9zqd++iSTM4PFsKIo6LrGnoUx0jQlTaAyVmDvwXEmZspksjbZvMPs3hrj02XSNKVYzqKoCg8+to8HHt3L1nqLt04t4mYsTjy2D01TdoKedOc/A7Zr8uxnH+Cnfu4jdz3OqxdW+Xt/9VfeteYA4ODesXe/AvDYiT08dmLPu14nSlo0+l+m7H52+CBvP9Cy+yla/a9jGfMUnU+Stx9lq/sbZM2jALT9VwCVrHmcMN54z8fzdqqiYKgafhwBKdtBh6zhsO41CZLbAZKp6liagaMZmKqOoxsYivZeL5EQ4kNOggMhxAeWpoPFY5qmdy+Wbo/s3UUdXnDnzm0Qx3zhynkWW00+u+8gRcths98bLkoGDlsWKSnPzuzlx/ceIklTcqbFVr/Hr7z1XX71re+SAh+dnOMffORHAMibNh+f3stff2B3B6BuFPJXv/z5P4JX4IMzVZfZ7N2Lzh8ERy8ymxt0JErTlG4/4LULN8nYJvfvGePstXVOXVpGUxUO7xljebOFH0SsbrWYHSsTRDErm038MKKcd5msFIjihDeurFAr5/j4g/uZqhV37u/WTIDvvnyZF557i/semOWxpw/d87EpikIu7/ATf+Yx/q9/+AX+zT/+Xf6Xf/5nUbXd30D9bsD6SoOFw5P3bCOapilnvnud61fWyRddahNF3IzF1QurfOV3XmdsqsxDT+wnTVOiKKHX9fH6Ia1mD9IURYF+L+A//cqL/N5/+vZdtx+Fg8/5QS18VcUmbz+OYxwgSpoE8fpOZ6GS+ym6/ilSUrzwHHHSJkqapCSY2ihJ0idVE7hHClGapqRpOCxkv/ezuVWk7ycRzbBPnCbkDYfvbl+lFd4eWJc3HPwk5FxzmUbQ5ZU4ZDPb4eHKPvLqO83aEEJ82ElwIIT4wNZ7XX7j4hl+89KZ93V9S9P5u488xaPjt1NPMobJQqnCC0vXWe60iJKEr964Qi8MKVo2Z7fXmS+UeXxihiRJCeKYL167yOmNVT679xCHKzU+OjmHpqq8unqT3h2dj7a9Hv/61Cv8m9N3L/JS4Efn9n/Pr8EfV62uxwunr5KxDebGy3z51YukacrMaBFNVVlcqxOEMWvbbTp9n0anv1NPkA5nSmw0B/nyU9UihqES3CPd5jsvXuS3f/1lRmo5nvn0UcqVd54gbdkGH332fr72hdO89tJl/sMvfZ2f+fmPod0RIHzr+XO06j0WDk+Syd49++GF587w+c+9xOZqkyROOXf6Bg88updmvUcYxjtD0KIo5vWXL/Pv/sWX2Fpv8cIfvMm+A+OceHw/f/ef/Mx7vn5z+0ax7O9/+08FA8c4RJL2WWn9S5LUZzz/lxmE2RZZ6yReeBFdq2FoI2StY6iKy3rnc0RJg5z+GJqSwdCqqIqFoujoapG2/zLN/nM45n2Y2t0F5ABBEnO1s8G1zjr3F6cZsXKcby5zcuTuE6pNv8V3t6/z9NhhXtg4x3RmBFd7f8MAhRAfThIcCCE+MFPTmMkXeXjs/RV76qpK0dq9oNtfqvB/fvyzpKT8ra/+Lpamk6bwyPg0J2rjfO7cKT45t8CJ0Qm+s7bE1VYdL4oYzeQ4XKnh6gYnxyaZzuUJoojz9c2d2y7bDs8e28dfO/7orvvshSF//Su7O9T8sLEMnclKgcXVOm9cXmZ2rIyqKixtDHaeF6ZrnL22iqqqzI6VsU2DUt5htJQjThIMXafR6dH3Q3RNI+/a2G+bFnz21A1+/zdfpd3y+PGfeZjHnj70ngWq2YLDX/m7P87f+Yu/xK//269Tmyjy1KeOousanVafz//aS+QKDvefmMXNWrdTg9KUr3zhFN/+xgU0TeWv/J3PcO70Db7zzYvM7q0RBjH9jk9tvEgUxnz7hYv88j//Iinw03/+I5w9dYN/9Q+/wENP7OfE4/uojhawbOMdH2+/F3Dt0jrjU0WcjI2qfn/OEpSd4nmHqeL/CKQoGLBT7KtgG/sZNfYwKH8e/BnN/YXhdXVQFAr2k3feKra+l6z1IAoqcO+6AFczeai8h0OFSW50N2kEXUas3E5B/53SNOWJ6gKWZvCj48dRFYUojdHf4baFEB9+EhwI8SG00egQRQnlvDvIAQeuLm9xYXGDvVMV9k3tLgyst3u8cuY6R/dPcnV5i6WNJj/19DG2Gl1++Qvf4n/42afRNRUvCHn13A1OLEzh2iYXbmzw4qkrPHtyAdPQ+Y2vnebR++c4vn/yHbvPABQsmx+Z3cfT0++eN30n646pr6c3Vvjbz3+RVuADg53+E7VxFAX+3ZnX+MU3Yvw45qs3rvA/P/oMrm7yB9cucbQ6xo/OL+Dqg8WbpijoqnbXoqUV+PzO5XO8vr686/I4SbnU2KLm3J37/nZhEqEpKqqi0gy79OOAvO7i6oNiYi8O8JOQdthDRaFiFWhHg5SLEWuwS31rp31XhxuFnX/faut58fQN9hyevGfBbBzFRGGCbmrcuLhKtuhiWgbNrTa5YoZi5YO1LbVMnYWZKoauEScJB2YHu8e1UhZFgXzGYXwkTxDFLG80MU2dWjHL2nabrhcwXStgGjrbrT7NTh9NU7CM228l/V7AqVeucO70TT7y7GE++ZMP3dWe9O0URUFVYWa+wt/8X/8k//sv/Dr/z7/4Eg88spd8yeVf/+Pf5frldf7i3/wk1bHirs/t9wLefO0a2bzDn/yzj/HQE/spV7LcuLrBr/zLLwPw0BP72XNgjDhK2N5ooWkaP/3nP8JHPn6Y5Zvb/Ob/+yKvPH+BF7/81mCx/z7W+//gX/3coMD6+xQc3DLofHR7Jz5KErRblysqwXAgnKGphHGCrmq7poVzj8Jg5T0W7qaqM+mWSIE92dow7Lj386zaeUas2zNI4HYKoRDijycJDoT4ENpodPmtb7xJzrH47JP3Yxka566vs7rVQlEgSVIWZgYdSJIkYXWrzW+9cIZC1uGVM4t85bWLdPs+py4t0/MC/v2XXuNPP/sAqqLwn7/+Bp2eDyhcW9nmG69f5sZ6g61ml24/oN7u0ez0OL5/imLu3nnDqqJgahqm9ofbHZzNl/hLRx/iH7z8NX7h5Ef59XOncQwDVVH42YNH+ZHZfWRNk7//0ldJScmaJlGScLw6ziNjU++5C+3oBgdLVX5y/+5+9V4c8c++8+J7Pr4kTfiPi19nxMyzkJ9ky2+zFbQYs8vszY6TM1zOtRZZ7K7Tjvos97cGO6ZJzH2FWT5WO0reyNBp9njp99/g+d/5LiPjRbyuzzM/eZI/+A8vYzkmD37sIB/9seN89TdfRVNVfvWf/h7ViRKWa3LutWv8hf/px8kWXL75xdNUx0tcP79CY6tNt9XHdkzuf3QfJ548SG3y/U9gUxQFxzJ2vn90TSVNU0o5d/hxyGdtSKE0/Pprqkoha5Om6SCAQaGQdUiSQa6+dscC2bYNnvrUUfYeHGeklqdQyryvtpaKoqAbGg8+vo+/8fc+y/h0mUIpMygyLmX4kT9xgoc/dgA3Y+3c3n/9l55C0zQMUyNbcCiOZDFMnaMn5wmCiC//9uukacoznznOxPQIqqrw8JMHmF8YY9+hieGchRr//S98mj/7l59hbaVBr+MThdF7PtaZPdW76iK+n9I05aXFG/hRxNevXOORmSlylkWj30dRFFzDQFNU2kFALwhQUHh4epKZUvED39cgIBk8N01598BOVdTvd3wkhPgBk+BAiA+hfZMj/FfPHGNxtc6Vm5tsNbtcvLlJpZjl6so2b15Z5U/Zx5mqFWl1fc5fX6dWynJhcYN+EPKJhw9wfnGDBxamWFyt8/svn+OnnjqKYxn8uR89yRe++RafeOQAk5U8x/ZN8KtffJWHDk5zaG4U09CpFDPY9yj6/KOSMy3G3Bxl2+Gh0Un+88WzZAwDXVF5/uY13txcQ1c13tpaZ6FUYbnTZl9xhCOVUWzdIE6Snd3RlJSEdPD/YapJGMfc7DR5eeXGrvsNk5h26L/n42sEHZ4ZfYBu1OelzbOYmk5Gs3l56y3CJOJEaT83e5tc7q5QMrJkdBtbM/Fin0bYYTtokzcymJZBZaJEqZrnwLEZTr90CUWB40/sZ2utxfx9E/ze577J5mqT3/8PL/HRzzzA6ZcuEoURD3xkgepkiUI5y577JilWciiqwreee5NM3mFqb435QxOUqh984JmiKBi6tuvfd67fleF/1Dv62qtv63GvotwzK0VRFWoTRUZqeVRN+UBpN4qiYNkGH/vUUTRd2zlx+JmfH6TGuFl757RFURQWjkwN5wqAoqqD/ysKhqnz4OP7ue/4DKTgZKyd26rU8pQrOfRhdyVNU8jkbDI5m5FaniTZ3RnoneiG/gPt5Z8C/SDkRrPJkbEx0hTqvT6r7Q4pKUXHxjUMbjRatH2fsXyOdz3++wFpbncI+iG5kovtfm8tfIUQPxgSHAjxIXNjvcGLp65QLWV58MA0r19cYrPVZXqshOeHTFaLbDW7fOmV8/y3P/Yw6/U2z716gb2TI6TA2EieNy4vU8w4tHsek7UiZ68Peqr3vIByweWnnjnGZLXA3/+lL6JpKrapc2V5i7eurTJdK/Hpx+/blSryR01VFF5eucHewqBlZTPwqDgZLE3nQLnCfL7EC0vX+ejUHOe3N7jSrFO0bFqBz/M3r3K5sc1T0/NM54q8urrEc9cv48cRv335HM/M7OHTew7Q9n0sbfdzMDWNT88dYH9p5F0Xdo2wy9fWT7E/O0mSJhiKhqWZjNlltoMWX984xbnWImEakxqDYKIV9bA1g6zuEKeDVI8kSfG9AL8f0G33icJosAB2TLbXW0zOVfnSf3wFxzU58dGD9Noe7UaPwA8Zn6vS7/hcPbvM6W9e5NFPHGHx4iq5YoaRsQJLVzaY3FNj4dgPdgDb+6Fpdw+Ye78URcF2dhe05gr3bv1q3PE9mkSXSZI6CjqKNollV3cVDqdpSkJCqqagQpRGg8ACBXW4O67fox1rlEaD3XHefUbC+xUlEUEaECQBSRqT03MY6uD5hklIJ2pjaTaudvdzVoZtZ7f7PWatIgeqFTZ7PTpBwEKlQr3fHwQJpoGj6x+K5J6ly+tsb7RYODazExx4vYDvfP0sb716hSiMCf0Y3VAxLJ3pfWM8+ZkHcHN3F52HScSKt8GUM7rzNQN2Ngbea/hanCbEaYymaKz7W+iKjqvZtMMulmZSMr+32S1C/P+FBAdCvE2SDt5o7hwApSgK6vDPBxUnyc6O9i23buteb2S1YpbxSoFvvH6Z7VYPP4hI08FpwptXVqmVsozkHb786gVeObvIhcV1Nuod9k9V8IKQs9fWiOKE84vrjDQzFHIOm40uKfDa+SW+9Mp5Clmbn/uxh9lqdqmWsoyNDN4UO/2AnheQJMk9H1sQx/zu1fN87uypD/w63PKvnv0JWoHH71w5x3939CQX6ltkdIOy7aKrKq5hULIdNFVhPl/iRG2ClJTnb17jYmMLBYWGP0ileO76Jf7tG98ma5gcLFf4tbOvc7m5xfHaOEcqY5iaxr2WqKamca1ZZzST3alfuNOkM8JTtWOseXX25iaBlH7k0408LNXA1kxGrDxFM8uIWSBJEyppHk3RmHQrjNmDNJ8ojGhutmlud9hcbhL4g3QVVVMZn61w+a0lipUsXtcHBbJFh6d+4gReL6AwkqW51WHuwDjnXrtGEif4/QBNUzFMHd8LCYP4rsfeCBoEiU/NHt25LCUlTmOiJMTWHOI0ph220BSNnHG7PqIdtcjpebaCLRzNwdGcXYuwIAnQFX3XZfeSkhIlISkppmoRxD69uIepmrj6e9d77Lqt5PbPoqIoOzUbOz+fCijEpOEFkngJRRtFVct3LYzX/TVON1+nETSwVWtnAvC+3AIHc/ex6q3weuM1snqWhdxBXtx8niRNUBWVj49+gqX+EpfbF4jSiH7cx1AN9GGr0Cl3mqo1yunm63TCDpZ6e4e8E7XZl1vgZPkRHM1hqX+DFW+FcXucRlhHU3TuLxwlJaUe1vnS6u9SMIqM2RNsBZus9ldwdZcTpZNMF4sUHZuJfJ5eEOLHEc/u34uKQjcMcA2D+2o12r5PP4zIWvfuGtT1A5I0xTJ0mp6HkipUsreDkY4fsNRscaBWwQsjLm5ucWR89J63dS+rN7a4/MYNeh2fxYurdJp9Vq5vUhzJUZssMXtgnCOP7mPf/VMsXd1g8eIaY9Nl5g9NYNomlnvvx92LPb6+/m1+dubHuNxZ5Fvbr9MOeziazbOjj5E3Mnxx9UX6sYcfB8PvPwNVUXls5Dg5w+V04wKWZrHp19nyGwRJiILCQm6Wo8UDjNoj97xvIX6YSHAgfqisdtv83vXzrPbaAPSjCF1VMVSVQ+Uaj4/NcqW1zesbK2QME11R6cchaZpyrDLOQ6O3J7z6ccTZ7XV+7/p5AJIUelFA1jBRUPjk7AJHK2P84luvYqoqlqajoLDt96g5WZ6e2kPlHoWxpqHz4IEpJip5bq43WFxrsDBdxTYHu6CNTp+eFzBazmMbOhnb4qPH9uBYBk+e2Ee1lEVVFYIwwtA0NE3lscOzmLrGkb3jBFHMN9+4QhwnaKrC/XvGmRkdLGbPXF0hfJcpsApQtGz2FMp/6K+BripYqs6n5w/yyNg0/+TVb3BfZZSy7VC0HF7fWObM1hoNz+OrN65wrDrGj+05wGavy+9evYAfR3x2733kTIvFdoOy7fIX7n+QEcflK4uX+eriFV5cXkRXbu0Lv7P/4+M/zp5C+a5haJZmcqF9k6pVYE92nCCOeG7tNVJS9ucmGXPKdCOPJE3wYp9e7DHhVNjyW2x6TRxtsOtpOSYT81XGZyo89PQhvvb51wavgaFx4IFZ3vr2VZ796Yf53D/7InML43z5N77N5koDrxcwMlrgYz9xgsJIFm2YAnSrcFdVlWFe+EArbLLYW2TL32TNX8NPPObc+eFzsRmzx0lJebN5mkfLj3Gpc4kVbxlLNZlwpjiQO4Cl2lzuXqIdtvFij0P5+xh3JlCH4ZUXezy/8TWm3RlWvVW2gy16cQ9d0dmb3ceB3EEKRgEY7I6fbZ2lHbWYy+zhSucy28EWGd1l2p1lPjNPJ+ry9fWv3BXcKKh8evwz6MogbeelL5/h2oVV4ihhYnaER54+xMU3l7h45iZ+P6Q2UeTEE/OUij6kHqSDwV1vFyYBKirz7jxlq4IX91n31+jFXeI0phN1UBWVFW+ZMXucglHkaPE4Cgo5Pc98xmTUGiUl5cXNbzDtzjBhT6CrBpZq04paZPUsNWsUXdEJEp+MnmXDX0dXNNI0YcNfZ7F3HVuzGbXH8RKfi+1z1KxRLM3mVP27tIavv6O5g583s0QrbKIqClPFIkmaYus6YZIQxQmWrg1mEkSDUylT0yi5DkmSYNyjJuji5hZn1zZwDR1d07i2XUdRFE5OTzKZz+HHMS9dv8FrN5c5OT3JVq/H9XqTlJSj4+894A3AdkzKowUy+ZC1m9t4XZ/iSI7qRIl8OYtpG4MTgyAm8CMCL8D3QoIgwrCMe5469SKPV7be4NX6GcIk4khhgSerJ/n317/AZyY+RsUqoisaT1YfIk5j3mxexEsCDubmyeouRSOHpmhUrTKmqqOicKO3QpwmTDo1qnaZgvHO7XaF+GEiwYH4oVK0HB4fn8WLB0HBF66dYz5X5mhljJxpkTdtmr7H9XYdVzcwNI1eGKIoMJ/fvSDWVZWZXJFPzR5AU1S8OOKX33qVP3fwBACjbhYVhaVOE0hxhjvUG73uYLpvktzzMSoKuI7J2nYbP4z5+MkFcq5FvdUjn7F58/IKfhjx008fY6JSoJRzeV1Tqbd7uJbBc6+c58FDw1STNGWt3mamNlj8F3MO4yM59OGbb5LCjbUG/rAAc2WzRe6OvOAkjYnTiCQdBAwpKYcrJabzx1FSCNNgeKQ/uJ6jZWmEa4za80RJwKZ/k5o9C8DN3nlm3ENkDQtXN/lv7jtOmAx2bz81t8CI7fKzh47yqfn9xHectORMk7FMjpxpYek6XhTzzMweypbDJ+b289jEDIfKNXRVpepkeHJqnqbv0YsCgvjer/EtY5l7t2fsRh5L/U2m3Cqr/W1eq1/CVHWOl/Yy7dawNANLNejHPmEaESYxmqIOgoUk3HWbuqGRK7mgDNNUopiLp29gmDrHH1+gXMsPinoNjaOP7uP864u0G10OnpgjX86ydGWdlWubRGFMYSSL7ZhYtsGB4zNUJ4pEYYSpWpTNMjd6N/Bjj4XcQXJGHgWwVIu8ngMUZpxZ4jTGUA2iJMJQDEzVBBTW/fXhIn6betigHtYpGkVUFB4qP0xOzzOTmSWv58noWfame3mt8R1qVo192f270mAGi7AqtmZDmqIpKtFw6JahDNpxhklAO+rw7OiP7HxemIR8ef05ojTa2ZUvV/MsXlwjURWKI1k0Q6NQzmAYOoEXkSu6mLaNok+hKMMd52SLNCmjqLvrMby4Rzfq0Ik7BElAN2rj6u6wYiXF1mzqQUqQ+FzvXUUbdvqpWjUOF46Q1Qe35+ouVzuXCZOQo8VjZPUcvbiLrTq0oxYFvYClWXhJnySNMVSTDX+dt1pv0ggb7MsucK17hV7cI04TvrH5dQ7kDlEw8hTMAv2ox6q3gqu5jNnjlMwSY/YEpqrtBFNvbwjgGLdTqExNg3sEBov1BqeWVwCFatZlrd1ls9tDURQ6QUCUpqQp5C2LQ7Uq17YbKIrCwWqFL5w9/76Dg2zRZd6dIIlTTr90ke31FqVanoXjM2i6hmFoXL2+zKU3brCxVGd9qU6n1aff9Zmcr1Ku3Z3eY6o6c5lxppwaWd3havcGW0GDTb/BW83LzGT67M/OoKAMTq7ShCiJSNIEUFAVjcXeChfb11nIzVIPWhiKwZhdoBV2qQctLFXmMwgBEhyIHzK2rtMKfJI0ZX+xgqMZRGlCmoKpapiaOgwSLKJhOpCiDAZ2Zc3dbxyaoqKrKpv9LhOZPHsKZbx4kAIEg8+BQZCw2R8EBAqDN+6iZWOo75yacXO9wdlra0xUCkyMDBaPm/UON9cbNDp9Pv3YfcyNlzF0jSiO0TUNUIjjhMtLW4yWB4uYFFjZapFz7J00jJ4X0ukNUoeSNGV5q0nPCwBYq7cx72xLGXdY6V+iGW7Qi5pEaUhGL5IzRqjZM3hxn81giRFrgmud02j6OIYeMJk9Sj9ucabzIrbZomiM4iuXmco9urO4Gc1k6Uchf+OBx5nOFwjSiG7sk6jxzo54xc4Spwln6qss9ZpEWkjONGlEPc63NrBUHdfUOb29RAr0opCHqzPYuk6cJHTCgNPbg93BZuBhaRrzuRHG3Tyd0ONsYw1DVRlz8+SGQYuqKGz5LQ7kprjaWR6mHEwx7VYpW3lMdfD6OLqFqih4cYCpaoPWp6pKRrudK+11A7ptj6NP7Ke52eHkM/eRLTjsPzLN3MEJalODoK1cy7OxXGdjuY5uqOSKLs3tDms3toijmGd/+iSdtsfG0jbddp9uqw8KrN3cpjJeZGS8QCfqsO6vEaURzbBBK2wRpgE5PU/BKHK6eYpW2KSf9LnWvUozbNCODMI0QkVl0p3iWOEBojTit1c+z57MXopGkZe2XsRPAlY7FznXPsvD5YdZ6t9k2pnB1mwURd3Z5b9lxVvmTPNNUlJcPcPN3g06UYdu1CUa5nybqkmQBBjK7Z8rTdPuOknwvYBOyyOKYrx+SJqkBEFEt+3RbvbwegFJHKCgkZAAKqQBStoHdgcHpmrhaC4ls4wfe+94qpSSUrVGcTSHNW+VQ/nDd51BzWXn6UQdnt/4Gg+VHt45q+hFPSbsCQpGkVVvhSAZ/Gw5msN8Zi/Xe9dY7t+katWGdQcJC7kDFIwCSRrTCOr04z524tGNOtSDOo5mM5fZw7TzvdWXFByb0VyO8+sbLLdatDyf1XZ7cELhWNi6jmsYfPPaIqaucb3exNQ0gjii/x4dnO6k6xq6rnHqxQvohsb8oQk2luo05ipMzA26ZI1Oj5DNO9y8vI6btRmbHWHv4SnszL2LlpM0JUgiZtwJgiTi/uJ+tv0mfhJQs0fIGxkUReVyZ5FO1ONGb4UgDtAUlZye5dgwZUhTVcI0oh97g/oWzWLd28aL/XeebRGFLLbrNANv8Dvf61EwbR4ZnSGMY76+coVnpwaDFW90Gry4co2xTI4b7QZPT+5l3M3vbi8rxIecBAfiQyEd7ljd6jYSxQlpkuwUHCZJShwnGHcUDKZpShQnqIrygYof635/uHMf04tCLje3UIHDI6O0A58b7QZJmhKnKUE0yEeN4oRrrTrT2QLjmdu7WlGSsOF1yZk21TSl7vc5tbmMoihM5wqcrq/gDY/7/Tge5sBqbPS7XGlu4+oGrnH3btUblwanAzNjJZY2m3z7rUUu3tiglHd48vgR7psb3dVt5hZFUShkbB47Mjd8jeCtq6s7y5rljSa/+fwbbLW6/MG3zvPxh/ZTLWYHxccKBGFExjHJZWyiOMFUHTTFIG9UMBSLftxmwtlPRi+iohKlDRQU1ryraIpOJ2rQi1r04iadqIGiaGiKwUr/Eo1glbdaL3Aw9xiqMlgEOrrBwZHBYqEVeIRJhB/fTmuK0oR+FNKLQ+p+j1bkseF36EQeJ6pTFAyHS60NLrY2qfs99uYr7MmPMGuU6Cch395c5OX16xwujvGdzZscKY8xYru8snEdFYUtvwsorPXbKIrCE6PzZA2LspWjaGZohT0UFMpmDlszdy0eFrKTxKTEScx8ZgJL04nTZCd4ALAzJnsPT2HZBp1WHydjoagKs/vHyJdvpzA89ScexM3alKo57ixPcYZtOzN5m8ALaTd6hEG0kzVjOQbZgstyf4mLnfN0h6kxjbAOgBcPAuGsnqViVVjxViibI/TiHiWzxKa/SZD4uLqDq7nMZuboRh0KRoHr3WtUyw+TMNj5H7NHeaN5iiRNqAd1qmYVL+7TCltUzApT7jT6sAC8YBRxNJdW1GLEHCFOI/pRn3pYJ04jbM0mSgZBzMXuhcH3LgqGcvdbUq7gsnBsGk1TqYwV0DSVTM5mz6EJkiShXM1hmDpJdIk0XkPRKpCakIZ33VaURnSiNpqqEcQ+XuJRGH4sTmO2/W16cZd+1GfamSZn5GlFTSpW9a7gYMSsMOvOsxVs4mgOUTRIVSyZJbaDbdb8NVzN3TlRcfUMBaNEN+qy4i2zL7vAhr9OL+4y686jKipbwSb9uI8f+xiqQUbPoqPh6pnhDvj3ph+GvL60QhjHPDA5Tr3fZ6qQx4tCnpibZcR1udFocrPZ5Mj4GI6uY+oaBduhmsnS9nxy9nt3HIrCiFe/epYLpxY5/PAeJudrvPXqFb713BmOPrqPkbECW6tNem2P7fUWzXoXyzFZL9SxXIMkSSm9bX6HoiiYqsG6v0WaKuzNTHOlfYO8kaVsFqiaJVQU9mVnCNOIOI3pxz4H83vI61myuoulmbdPBxQFFQUVdddJ35bX43q7TkrKZKbAmJujFXi8unGTIIl5oDLJptdlPl/mja0Vlrstvrx0CU1RGHWyjLo56n6fN7dXGXNz6OofTSG7ED9IEhyID4Xri1ucv7iKpqlkM9YgOEhTwjAmTVLGxgp4XsTmVps0TRmt5XEck7X1FqqiMDlRYs989QPfb0Y3GM2UebA6QclyUBSFmpslZbDDv9hu4McxE5k8NSdLznjnN0ZVURixXU6OTgGD3N+JTJ6S7XDIrbHldbnS2mbMzZE3bEYcF0O9e4Hf8wI2m12qxSxL6w2+8OJgfsHx/ZMcnKsxUSncMzC4JQhjljdawCCA2mr1GCsN3mgX1+ocnK0xN36Q66vbNDse9XaPO6c+KQq0ez4nDkxTKWSI0hBdMSiYNRrdNW703qJizVC1pggTn1awAYpCRssTpgFh6tOLWlztnMJQTMLEo2jWWPEuoyoa13tvMpu5H+1tv34sTafu92kE/Z3LqnaGJE250anTiQJczUBFIWdahEnMar/FhtcdFCij0A19bq2u+3HI9XadJE1Z7bdxDYOVfpuNfpc0TXmjscaDlSlUReH01jKTmQIpUPd7LHa3d3YqC4aDo0Xc7DW52FrHVHVmMoOC1yCJqQc9bnTrjFgZjpYnGXPyNIM+F5rr9OIAVzdpdz32FaukaszVzibz2Qpn1q8ynSlStbNsFUI022JbC9mXqw7qU962oDCtQSBwL9kgx5y7Z/iYfcbtcQDqYWP42lqUzRFulWdv+htMOVO0wsH3iaO5w371Kt/afpn780fIG3n6cY8kTVBQKJllbM2mF/eIhgtvW3WoWqPUrNowXWj4ePQseSNPN+7ixwGdsEPeKNCNu+jKIEc/SXvkjQJ7MrcG6SkkacIbrTd2Pbfx2REqYwXUYQckw9KpjhcplrOgKGiagmnFKFGGVDEh7QPxruFfYRLQjbokaULJLFM0Sniqh5f4dKMeXtwHUuI0YtKeYrF/naeqz9KJmmiKhqbcfaIBUDbLlMwyuqLRjto0wjq6oqMrOmEaEiohrbCFpdmoqHTjDp2oTcEokDcKbPjrhEmIozkEiU+aJhzOH2HZW8JUDGYyc6x767iau5Pi9E6iOEZV1bvS5IIoQlUUdE3Dj2LCOKaadbF0nSCOKTg2Z69vMF9uUM1kqGRcHp+bZbvX40azyUfmZpkpFji3vsF6t/u+goObl9dpbLa5/5G9LBybIZN30A2Ny2dusrnSIIkT+l2fVr2LqqnUJkuDwX7bHdzApli5+5RCU1Syuksn6mGpFq/Wz9CKunx24im+sfEdPjv5NM2ow1bQICGhE/Xxk4Bm2CFOY+I0ISFhzdukEbRxdZsxp4KtmUy744zaI0RJxJbXpe73KFsuV1tbjLk5ojShF4XEacpSt8n1dp0DxSpTmQL9OGLb71G1s1SdLBcam+RNm34ckjUsrrS2yRv2PTeBhPiwkuBAfCjUG10uXV7DdS3Gxwq0Ox5RlGBZOr4fkclYtFp9bi7VMU2NjGui6yrLKw10TWVivPi+7me12+ZGp4EfxRiqyqbXJWdaNH2PMEko2y7dMOByc4vxTB5XNyhZDgvFCjU3Q9a8/cboxxHX2w0W2w2iJMWLQ8Ikpul7g12pjkLFyXC1tU0/CimYNjnDYj5fZsR2GXWy9ywY1DWVjxydxzJ1+n6I65hMVAqMV/Jk7LvfYGzL4PCeUTx/hGLO4ed/4lFmxwbpKmkKC7M1co6FpqnMjZfZN1WhmHXYMzHCZqNLEEW7dqsBRgourjVY7IWJR6qYWJqOo+Upm+MUzCqOlsNSHVJSCkaVde8arlagZs1iqQ5j9jzdqMGGv8gjI5/lQvvbTLv3EcQ9lHv0EDJUjQm3QMG8PXitYDpstjdZ67fx4whHNwiSCEczmM4UWet36EUBGd2kaN0e2AVgazrzuTJBEmOqGpamEyYx/Thkb77K5fYW1zvbwz75CguFGpaqs9JrstJrDQvIwVB11vpt1rw2Z+ordKKA42WfUTtHQspyr8mN7mCnvh8NUkg6oc/55hqt0CNn2Niazr5clVP1m1xpbXK9s81CYZQzjRXKVoaVXpPlXoNzzTX8OOL+0sRdbVjfTcEoEKcxW8EmvbhHwSySpuAnAb24BwyKhDeDDda9NUatMeI0oWyWAYWsniNOY761/TK9uM/D5UfQFI1m2CROBydeAN2ow+uN12gETapWjV7cI2vkCNIQK43Q73hL8ROfNW+VnJ6jaBRBUSibZXJ6Hld36URttoMtzjTf3PmcKI1Y9VZ3PTfHtXDe1h/fdsxd7U7TNCBJx1HSFqQ9ULKg3C7270Y9WlELVdEI03DneamoxMM0rClnGlfL0I97LPVvUjJL+HEfV3PvOjXIaBkM1QIGu9kAhmLgaA6WapHTb+96e3EfW7NpR21W+ss4msOIVeFC+xyb/gbj9gS6otNNOkRpxOHCEeI0QlN0DuUPoyk6RaNI2bzdRefaVoPtXo+1Voe5cpH4VpFyHOOYBm3Pp9H3sHSNjh8wP1JmvlKiknGZK5doex5XtrY5v7FJNZthNJtlPJ9DURT6UUQ/DOmHEccnxii7Dpe2tri4ucWf1N/f92RhJMexJxYoVfPYw85DlfEidsai3/GGMyIYnIK9jaZruNm725gGSchKf4MHivcxYhW52L7GR6onmHbG6MYel9qLlKzCTjCQ010y2HixT5REaAwCtiOFBbwkoBV28OKAVtIFoB322A6a9KOQbhiQM22awwnurmZQsTNcbG5SssYo2y5j7uBrfL1d58/sP8HV9jbjmRyublB1Mmz0O5QsB1c35eRA/LEjwYH4ULAsg3I5i64PjmAzroVtGSRpwlbQRdc1ojgZFHUy+NPrDdo6qppCq+O9r/tpBt6gMBiFba/PqJtDQWGx06Ro2az22vhJzP5iBS+KqAd9+mrE+cYGm14XQ9WYyt7qyDLIaS9ag4LGjX6XIyNjLHaawCBH9mx9nUOlGo5usNxtEcQxi+0G670OSZpyqFwj+7YdJdPQ2TtVGdxGkrJ3cgT1XfJVTV1jqlaEdNDF5hMPH9ipG0h32rIOTjZutSwFmKwWmKwW3uFWB/pRm040WPiasUOchpjq4I07SkPiNKIRrpHRi4Ovo+ZSMKqseJcZs/fQi1okJGz5NzFUCwWFjF68Zw+h9X6HbhQQJrfTijb9Ltt+j4xukqQp9aBPNwxoRz6dMGDDG3xOwRwswB3NQB/usLqayUKxxtVOHU1ROFwao+H3CZOYsuVysjLD2eYaSZpwrDxBzcmiqQrXOlv4cUTNzrHUb5A3HXpxwFK3TpymOJpB3rAoWS4bXod26OHFIUES7xSZD3bwY7Rhl6qlXpNuFLDl93ANCy8OqVgZLrbW8eOIIImpWFlczdype/ggFEVBVzXyRoGCUaRoFLnZu0k36jJqj5GS4ugOe7P7mM3MYSgGp5uv48Uehwv3Y6om6/4arbDFQ6WHKBhF3mieph21mHXnsIdf833ZBerhNqZq7Sx6g9hn3VvDdI1BATKDnP2iUWI+s4d92X304z7n2+fQFZ0JZxJTNbE1mz2ZvYw7EzvPI05jmmFzp0PS+3/+Bqo+R6oWIA1R1BIot4NMW7OYcWcZG56o3ElVVLJ6loJRJG8MajeqVg1d0SlblUFdxdu+Xw/kDpHRs7t283NGniOFY2iKtusUZcyewFANLM1izBnHVE0c1WE73B58rcziIMVOc5l15ykYRY4VT6AqKiNmhUN5DUu1yNzRArbjDU7Izq6uk7NM6r0+GdOkH4a4pkHbD2j0+pRchyhOCIqDn6mMaVLNuCy3Wkzk8zw6O816p4sfRay3O6Tp4PfannKZYxMWHd9HV1X2GQaHalVGMvc+uXq7wWC+u4fzZfMO2fy9p66/F03RGLUrzGcncTWHsllgT3bQPe6h0mFaYYe8kSWrOTvB7J0szSROE5xhSls9bA3bnQ4/rpo4mo2mhERpgq3qLBQHv4d1VWMmW2TMzZExTI6Ux6jaGS40NtmXH+H+kTHO1tdZ7XWwNB1L0wbX1Q0sTf9DtcAW4r8kCQ7Eh8JIOcuhA+MkaYrrmJimThwndNoepqGTzVo4ToWpyTL9foBtD9rwzc9VUFDe9zTfmpPlifFZ4uRebx4aXhwxmyuRNy2agc/WsJAYBRzNwL5jN9fUNPYXRpi8owbhRHVy5+9Zw8RQVU7WBqkrNztNvPj2TlnZdtDf401jMF323a+jKMquVpx3FhS//WMflJ/0sbUs0bCo0lBtOlGdMPXRFI2sUWLEmiQlYX/uJH7SYytYRlN06sEac9mjuFqWftzG1XJc675Bwagy4exDedt43SCJh0OKbudWh0nMuFvAVHWagUc79FAVhZLl0ol8RiyXI6Vx2uEgt97RTXrD3XtNVSmZDmNODj+JGLEyg+8VTacdesRpQsl0hsFmSjPokzdsanaOda9N1c6y2N3G1U0Khs3p7eVB/jAKhjo4VdjyOvhxtHM6cGsRMJgrkBAmMd0oIEgitv0uE06e59cuM58tc7q+TJjEpGnKer+NoxmUhwHHXHbkniln72awuJxDV/ThbrZKxaru7DgXjQIPlx+lbJYJk5B92QWCxGfMHh+8LqrNscKxwb+Hu/wZLUMhN6gfALgvfxg/8fBjf1j8O2CqJpa6e7d30plkzB4bpBcNU3pURaViDhZceaPAk9WnGL1jHkOSJtSsGrr6Qd+aFBS1NAgK7sHWHGztvRelqqKSN/Lkh7MfMnpm16L8ljtnSNy+Dxtbu7ubT4Hizt+zd5woTOq7F9qWZlHTBrc75U7vXH7nicEt/TBEU1WypknWMml5PiNZl34wuLzjB2iqykjGJUqSXV2N9lcr5G2LEdel4NhsdLo0PQ9D1Sg4Npaus1AZwTZ0tro9NFWl7DrvOJflB8VQdSbd2s6/92Zvv0Y5I0POyOz8/T1p1jteb9RNMTSNMSe301TC0jT2FkbIGCZ1v4+uFNAUlZqbZcRyURWF+8tjbPa7qApkDYu9+cHXzdYMtPeYCyLEh42Svj2fYLf3niEvxB+BIIjwh4WWlqWjqgqeFxKGMUmSohsalqljmBqeFxJFMZqq7RTpqeqgVkH80fLjHv24s9PK9BZV0bA1F12xBsFC4lEyx+jGTZrBBlm9REJMVi9hqjatcHPnFMHRcpTMsbsGaXWjAD+Odg2fG8yg0OhHIf5wIa0r6k5bUFc3CZOYbb9HMmyZWbQcKvbgjT9MYtb6bcIkQVdUojSmYNokKYPahjt+w+VNi7KVGXQm6W6TMUwutTY4VBxjzMnz/OoltvwufhxxoDBK1c6y1G3QCPp4SUjesNmXrzKXHWHb73KhuU6UJnRCH1VRKFsZDFXlRreOo5lkjMFjvzVwr2S5LPeauLrJw5VZHF1ylMW9nb65SpQkNPseU6U8fhQzWchzo96g5Lp0g4AoGTRrSNOUsULufe/6/7CLk4SE9AMH50L8MXXPiF+CAyGEuEOUJPSiAD8J6UYBVStLxrDY8Np4cUSSpuQMG1c3COKIXhTQi0M0RaVg2BStwW5tlMaoKLRDD+7ovV6xMjRDj5xu0YsD0nSw06grKjd7dVzdomg6stso3lGz7w2aNpCiqyq6pmLpOhvtLgXHHgw/VBWafW+QNmWb6NJKUwhxNwkOhBBCCCGEEMA7BAeylSCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhAAkOBBCCCGEEEIMSXAghBBCCCGEACQ4EEIIIYQQQgxJcCCEEEIIIYQAJDgQQgghhBBCDElwIIQQQgghhABAf4+PKz+QRyGEEEIIIYT4L05ODoQQQgghhBCABAdCCCGEEEKIIQkOhBBCCCGEEIAEB0IIIYQQQoghCQ6EEEIIIYQQgAQHQgghhBBCiKH/D0nKKrz1+lbZAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1728x1008 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask = np.array(Image.open(\"tp.png\"))\n",
"wc = WordCloud(font_path=r'C:\\Users\\20158\\Desktop\\QiheiLenovo-60S.ttf', background_color='white',mask=mask,width=600,height=400).generate(text)\n",
"\n",
"width,height = 24,14\n",
"plt.figure() \n",
"plt.figure(figsize=(width,height))\n",
"plt.imshow(wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}