diff --git a/runtime/tests/parse_parse_python.py b/runtime/tests/parse_parse_python.py index 7f7613e..079484d 100755 --- a/runtime/tests/parse_parse_python.py +++ b/runtime/tests/parse_parse_python.py @@ -36,7 +36,7 @@ def get_values(key, value, miss_deadline_rate, total_latency, running_times, pre before_dot = file_name.split(".")[0] joint_f_name = before_dot + "_total_time.txt" - cmd='python3 ~/sledge-serverless-framework/runtime/tests/meet_deadline_percentage.py %s 50' % file_name + cmd='python3 /home/weihao/sledge/sledge_tree/runtime/tests/meet_deadline_percentage.py %s 50' % file_name rt=os.popen(cmd).read().strip() cmd2='mv total_time.txt %s' % joint_f_name os.popen(cmd2) diff --git a/runtime/tests/plot.ipynb b/runtime/tests/plot.ipynb index d9ad25e..fa8ac92 100644 --- a/runtime/tests/plot.ipynb +++ b/runtime/tests/plot.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -23,22 +23,22 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "12983\n", - "12983\n", - "12983\n", - "12983\n" + "13485\n", + "13485\n", + "13485\n", + "13485\n" ] }, { "data": { - "image/png": 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", + "image/png": 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oUaPw0UcfadqttLe3Y/fu3WklG/B5fRg+cDgmnjwRwwcOd0VN1tnh9Xrx5JNP4vbbb8fyArLrePDBB/Huu+/i008/xe9+9zs8/fTTmDRpkrs3FXF1zOHzSa71QKb4P8f2DgICeY+xY4F164BoFGhqkv5duzZvQ1Xk1Mvs888/x2OPPYZp06bhrrvuwltvvYWbb74ZRUVFmDRpErZs2QIAaXYp8t/yd1u2bMERRxyR9n23bt1QWVmZds1RRx2VUYf8XR9V5vb7778/LYCgQGHB6/ViqtMYGFnGm2++iQceeAB79uzB0UcfjYceegjXXnutezcUcXXYMXasZNeg1V9z54r+EhAwgs8HDB+e61YwIaeEKJFI4Dvf+U4qEN5pp52GDz74AL///e/dPx0b4M4770wz8N29ezdCoVDO2iPQ+dHc3Jy9m8lxddSu5DnOI5TXGDtWcq1fvlwyoO7fXzIcFZIhga6GeLzTzoOcEqL+/fvjm9/8ZtpnJ5xwAiKRCICOJJlbt25NxYGR/z711FNT18gB7mTEYjHs2LEj9ft+/fph69atadfIf2sl4iwuLkZxcbGDJxMQyFOIuDr2UUAnXQEBV9DJJcs5tSE666yzMgIDfvzxxzjyyCMBAEcddRT69euHJUuWpL7fvXs33njjDQwZMgSAFP14165deOedd1LXvPrqq0gkEvjud7+buuZf//pXWgC9V155Bccff3yGukxAoFNDxNUREBCwgy4QsT2nhOiWW27B66+/jl//+tf49NNP0dTUhD/+8Y+YPHkyACnOTG1tLe6991787W9/w/vvv48rr7wS3/jGN3DxxRcDkCRK5557Lq677jq8+eabeO211zBlyhRcdtll+MY3vgEAuPzyy1FUVIRrrrkGH374IZ577jnMmzfPctwbAYGCh4irIyAgYBVmkmUgZxnquSILXm+G+Pvf/04nnXQSFRcX0+DBg+mPf/xj2veJRIJmzJhBffv2peLiYhoxYgR99NFHadd8/fXXNHHiRCotLaXy8nK6+uqr02LiEBG9++67dPbZZ1NxcTFVV1fTrFmzmNuYLbd7AQFW2B53Iq6OgICAVRTwumHF7d5DZJAZUwCApKarqKhAW1sbysvL0747ePAg1q5di6OOOgo9evTIUQsFuhpsj7t4HBg4UBJza019OY/Q2rXChkhAQEDCggXA5ZebX9fUBEyc6H57LMBo/1Yj56k7BLou7rnnnpRxfKFg/vz56N27d66bYR8iro6AgIBVsOYmy0GGep4QhKgL46qrrkrZYuUznn76aZxxxhkoKSlBWVkZhg0bhn/84x85acuECRPw8ccf5+TelqEXeFGOq1NdnX59rvMICQgI5CdYcpOFQjnJUM8TghDlE0Tk4Azceuut+PnPf44JEybgvffew5tvvomzzz4bo0ePxsMPP5z19vTs2TMjEGheYuFCSTVWUyOJumtqpL9lT5ACiyArICCQQ3QRybIgRPkCsw0sB1i2bBnOPPNMFBcXo3///rjjjjsQi8VS3ycSCTzwwAMYNGgQiouLMWDAANx3332p72+//XYcd9xxKCkpwdFHH40ZM2akhT4ww+uvv47Zs2fjt7/9LW699VYMGjQIJ5xwAu677z7U1tZi2rRp2LBhAwBt9dvcuXMxcODAtM+eeOIJnHDCCejRowcGDx6MRx99NPXd0qVL4fF4sGvXrtRnq1atgsfjwbp16wBkqszk+/7f//0fBg4ciIqKClx22WXYs2dP6po9e/bgiiuuQK9evdC/f380NDRg+PDhqK2tZe4LS2B1j5Xj6kycKP1b4IuZgICAi+gCkmVBiPIBeRjfYdOmTfjxj3+MM844A++++y4ee+wxPPnkk7j33ntT19x5552YNWsWZsyYgdWrV6OpqSktzUpZWRnmz5+P1atXY968eXj88cfR0NDA3IYFCxagtLQUP//5zzO+mz59Og4fPpwK4smCZ555BnfffTfuu+8+rFmzBr/+9a8xY8YMPP3008x1aOGzzz7DX/7yF/zjH//AP/7xDyxbtgyzZs1KfT9t2jS89tpr+Nvf/oZXXnkFy5cvx3//+19H99RFV3GPFRAQyD46uWQ5p5GqBZC3kYMfffRRhEIhPPzww/B4PBg8eDC+/PJL3H777bj77ruxb98+zJs3Dw8//HAqzcoxxxyDs88+O1VHfX196v8DBw7ErbfeimeffRa33XYbUxs+/vhjHHPMMWlJeWV84xvfQHl5uSV7npkzZ2L27NkYm5y8Rx11FFavXo0//OEPjlLFJBIJzJ8/H2VlZQCAn/70p1iyZAnuu+8+7NmzB08//TSampowYsQIAMBTTz2VipHFHVYCL4qoywICAlbRiSO2C0KUa+TpBrZmzRoMGTIEHoW++KyzzsLevXuxceNGbNmyBe3t7alNXgvPPfccHnroIXz22WfYu3cvYrGYqdujGmZRIbTIkhb27duHzz77DNdccw2uu+661OexWAwVFRWW2qTGwIEDU2QIkFLSyOlkPv/8cxw+fBhnnnlm6vuKigocf/zxju6pCxF4UUBAQMAWBCHKNQp0A+vZs6fh9ytWrMAVV1yBcDiMUaNGoaKiAs8++yxmz57NfI9jjz0W//73v3Ho0KEM4vPll19i9+7dOO644wBIGe7V5Elpr7R3714AwOOPP55K6SLDl5S8eb2SBllZD4vNU/fu3dP+9ng8SCQSpr9zBV3EPVZAQECAN4QNUa6RpxvYCSecgBUrVqSRg9deew1lZWUIBoM49thj0bNnz7Q8c0r85z//wZFHHolf/OIX+M53voNjjz0WX3zxhaU2TJw4EXv37sUf/vCHjO8efPBB9OjRAxMmTAAABAIBbNmyJa29q1atSv2/b9+++MY3voHPP/8cgwYNSitHHXVUqg4A2Kwgn8o67ODoo49G9+7d8dZbb6U+a2trc891v4u4xwoICAjwhpAQ5RryBmYWOdilDaytrS1j0/f7/bjxxhsxd+5c3HTTTZgyZQo++ugjzJw5E9OmTYPX60WPHj1w++2347bbbkNRURHOOussbN++HR9++CGuueYaHHvssVi/fj2effZZnHHGGfjnP/+JF154wVLbhgwZgqlTp6Kurg6HDh3CxRdfjMOHD6OxsREPPfQQ5s+fD7/fDwAYPnw4tm/fjgceeADjx4/HokWL8NJLL6Wp6MLhMG6++WZUVFTg3HPPRXt7O95++23s3LkT06ZNw6BBgxAKhXDPPffgvvvuw8cff2xJoqWFsrIyTJo0CXV1daisrMQRRxyBmTNnwuv1pqkjuUF2jx0/Xho7yjHVidxjBQQEBLjDzRwinQWu5zKLRIg8Hqko88LIn0UiDlqvj0mTJhGAjHLNNdcQEdHSpUvpjDPOoKKiIurXrx/dfvvtdPjw4dTv4/E43XvvvXTkkUdS9+7dacCAAfTrX/869X1dXR35/X4qLS2lCRMmUENDA1VUVKS+nzlzJp1yyimm7XzyySfp29/+NvXo0YMAUFFRES1btizjuscee4xCoRD16tWLrrzySrrvvvvoyCOPTLvmmWeeoVNPPZWKioqoT58+9IMf/IAWLlyY+v7f//43nXzyydSjRw8aOnQotbS0EABau3YtERE99dRTps/Q0NCQdt/du3fT5ZdfTiUlJdSvXz+aM2cOnXnmmXTHHXeYPrseTMddJEIUDKaPp1DItbEkICAgkI8Qucw4Iyu5zBYulLzNlAbWoZB0mu8kLo08sG7dOgwbNgxDhgzBM888k7L/KSTs27cP1dXVmD17Nq655hpbdTCNu3hcMsbfvFlSuQ4dKiRDAgICXQpWcpkJlVm+YOxYybVebGCGGDhwIJYuXYqnn34aq1atwre//e1cN8kUK1euxP/+9z+ceeaZaGtrwy9/+UsAwOjRo929cSd2jxUQEBDgDUGI8gliA2PCUUcdhXvuuSfXzbCEBx98EB999BGKiorw7W9/G8uXL0dVVVWumyUgICAgkIQgRAICLuO0007DO++8k+tmCAgICAgYQLjdCwgICAgICHR5CEIkICAgICAg0OUhCJGAgICAgIBAl4cgRAICAgICAgJdHoIQCQgICAgICHR5CEIkICAgICAg0OUhCJGALtatWwePx+M4wamV+jweD/7yl79wuZ+AgICAgAArBCHqwrjqqqvg8XhSxe/349xzz8V7772XszZt3rwZ5513Xs7uLyAgICDQNSEIUR4hHgeWLgUWLJD+jcfdv+e5556LzZs3Y/PmzViyZAm6deuGCy64wP0b66Bfv34oLi7O2f0FBAQEBLomBCHKEyxcCAwcCNTUAJdfLv07cKD0uZsoLi5Gv3790K9fP5x66qm44447sGHDBmzfvl3z+mXLluHMM89EcXEx+vfvjzvuuAOxWCz1fSKRwAMPPIBBgwahuLgYAwYMwH333adZVzwex89+9jMMHjwY69evB5CuMpNVbAsXLkRNTQ1KSkpwyimnYMWKFWn1PP744wiFQigpKcGYMWMwZ84c9O7d23nnCAgICAh0GQhClAdYuBAYPz490T0AbNokfe42KZKxd+9eNDY2YtCgQfD7/Rnfb9q0CT/+8Y9xxhln4N1338Vjjz2GJ598Evfee2/qmjvvvBOzZs3CjBkzsHr1ajQ1NaFv374ZdbW3t+OSSy7BqlWrsHz5cgwYMEC3Xb/4xS9w6623YtWqVTjuuOMwceLEFAl77bXXcMMNN2Dq1KlYtWoVfvSjH+kSMAEBAQEBAV2QgCna2toIALW1tWV8d+DAAVq9ejUdOHDAVt2xGFEwSARoF4+HKBSSruONSZMmkc/no169elGvXr0IAPXv35/eeecdIiJau3YtAaCVK1cSEdFdd91Fxx9/PCUSiVQdjzzyCJWWllI8Hqfdu3dTcXExPf7445r3k+tbvnw5jRgxgs4++2zatWtX2jUA6IUXXki7/oknnkh9/+GHHxIAWrNmDRERTZgwgc4///y0Oq644gqqqKhw0jV5D6fjTkBAQKArwGj/VkNIiHKM5cszJUNKEAEbNkjXuYGamhqsWrUKq1atwptvvolRo0bhvPPOwxdffJFx7Zo1azBkyBB4PJ7UZ2eddRb27t2LjRs3Ys2aNWhvb8eIESMM7zlx4kTs27cPL7/8MioqKkzb+K1vfSv1//79+wMAtm3bBgD46KOPcOaZZ6Zdr/5bQEBAQEDADIIQ5RibN/O9zip69eqFQYMGYdCgQTjjjDPwxBNPYN++fXj88cct19WzZ0+m63784x/jvffey7AF0kP37t1T/5fJWCKRsNw+gTxDLrwIBAQEBHQgCFGOkRR4cLvOKTweD7xeLw4cOJDx3QknnIAVK1aAiFKfvfbaaygrK0MwGMSxxx6Lnj17YsmSJYb3+H//7/9h1qxZuOiii7Bs2TJH7T3++OPx1ltvpX2m/lsgD5ErLwIBAQEBHXTLdQO6OoYOBYJByYBawTNS8Hik74cOdef+7e3t2LJlCwBg586dePjhh7F3715ceOGFGdfeeOONmDt3Lm666SZMmTIFH330EWbOnIlp06bB6/WiR48euP3223HbbbehqKgIZ511FrZv344PP/wQ11xzTVpdN910E+LxOC644AK89NJLOPvss221/6abbsIPfvADzJkzBxdeeCFeffVVvPTSS2lqPSYQAXv3AocOAUVFQGmp1PkC/CF7EagHvOxF8PzzwNixuWmbgIBAl4UgRDmGzwfMmyftAx5P+h4h78dz50rXuYFFixal7HLKysowePBgtLS0YPjw4Vi3bl3atdXV1XjxxRdRV1eHU045BZWVlbjmmmtQX1+fumbGjBno1q0b7r77bnz55Zfo378/brjhBs1719bWIpFI4Mc//jEWLVqE73//+5bbf9ZZZ+H3v/89wuEw6uvrMWrUKNxyyy14+OGH2SvZuVMy1Dp0qOOzoiIgFAL69LHcJgEDxOPA1Kna7J9IGvS1tcDo0e4NegEBAQENeIi0ViYBJXbv3o2Kigq0tbWhvLw87buDBw9i7dq1OOqoo9CjRw/b91i4UNonlAbWoZBEhsRh2Rquu+46/O9//8NyFkv0nTuBzz7T//6YY/KSFPEad9wQj0uW/5s3S/rdoUO1Cc3SpZJ6zAzRKDB8OO9WCggIdDEY7d9qCAlRnmDsWOlQzLKnCKTjwQcfxI9+9CP06tULL730Ep5++mk8+uij5j+UXfiMsGED0Lu3UJ8ZQYvNB4OS6FPN5nPtRSAgICCgA0GI8gg+nzgU28Gbb76JBx54AHv27MHRRx+Nhx56CNdee635D2WbISMcOiRdV1bGp7GdDXr2QBs3AuPGAZFIOinKNy8CAQEBgSQEIRIoeDQ3N9v7oRkZsnpdV4ORPZCM669PtwfKtReBgICAgA6E271A10VREd/ruhrMoooCwNdfA8pUKrIXAZCphsyGF4GAgICADgQh4gRhm54lEAF79kgb7Z49xtIJM5SWmpMd2QU/z5AX443Vzuehh9KDLo4dK7nWV1enXxcMCpd7AQGBnEGozBxCjqK8f/9+5kjNjtFVY+bwdo/3eKTfGnmZhUJ52bf79+8HkB7FO+tgtfP5+mtJmqQ0kBNeBAIC2mD12BTgDkGIHMLn86F3796p3FolJSXWgwKagQjYv18iAocPS8Tg8OGO77t3B/r1AxjyguUUyucoKgJKStjJRlubtkfYoUMSoQmF7D1/z57Sb7ds0e7Tnj2Bgwet1+sSiAj79+/Htm3b0Lt3b/hyuVAOHQpUVgI7dphfqyVNEl4EAgLpsOKxKcAdghBxQL9+/QB0JBzliv37pQ3HLM/T5s1AICCRjHyE1nP4fNKGatZmIskI16gPdu6UVDB2yWj37kAiId3D55P+3rGDbbPPAXr37p0adzmDzyct3jNnml8rvMYEBIwhIrjnHCIwIwNYAzvF43EcVkoZnOLll829eGR4PJJEo7U1/8Sres8hk5d584BzztH//ZtvAldeaX6fP/8Z6AKZ7rt3755byZAS8TjQt6+kFtOC7DW2dm3+jUsBgXxBPC7l8tNzUsjneZTnKj4RmDFH8Pl8/DaqeByYPNnci0eJdeuA118HRozg0wYeMHsOjweYMsV4om/aBHzxhfm9Nm0C8iFqc1eCzwf88Y/aJ1vhNSYgwAYzj005iKzaFi/X6GQqvpx6md1zzz3weDxpZfDgwanvDx48iMmTJ8Pv96O0tBTjxo3D1q1b0+pYv349zj//fJSUlOCII45AXV0dYrFY2jVLly7F6aefjuLiYgwaNAjz58/PxuM5A4tLsxYuvTS/MoZbmeh6EMH88huy11gwmP65Fa+xeFxK67FggfSvmYpYQKAzwc0I7m7NLVnFp17fZRVfPu1DjMi52/2JJ56IzZs3p8q///3v1He33HIL/v73v6OlpQXLli3Dl19+ibGKxTUej+P888/HoUOH8J///AdPP/005s+fj7vvvjt1zdq1a3H++eejpqYGq1atQm1tLa699losXrw4q89pGXZTF+zYkV+DkcdEl4P56dkHyd5iQ4eKjTVXGDtWklBGo0BTk/Tv2rVsZGjhQkldUFMDXH659O/AgfzGsBgTAvkOtw59bs0tsyTNgJSkudDmGuUQM2fOpFNOOUXzu127dlH37t2ppaUl9dmaNWsIAK1YsYKIiF588UXyer20ZcuW1DWPPfYYlZeXU3t7OxER3XbbbXTiiSem1T1hwgQaNWoUczvb2toIALW1tTH/xjGiUSJpaFkvHg9RKEQUi2WvvXpgfY5o1LieSER6Lo8n81k9Hun7SIQoGEz/PhiUPhdwjlhMek9NTdK/PMaX/F61xrD8Xp3WL8aEgFO4MfbV9QeD2nPB7pru1tyKxYgaGvis61mAlf0754SopKSE+vfvT0cddRRdfvnl9MUXXxAR0ZIlSwgA7dy5M+03AwYMoDlz5hAR0YwZMzII1eeff04A6L///S8REQ0dOpSmTp2ads2f/vQnKi8v123XwYMHqa2tLVU2bNiQfUJkNkEKZDByneham1so1EGG3NxYuzrcIBby2HCL2IsxIcAD2SLVLIc+Vrg1t7T6wqg0NVmr3wVYIUQ5VZl997vfxfz587Fo0SI89thjWLt2LYYOHYo9e/Zgy5YtKCoqQu/evdN+07dvX2zZsgUAsGXLFvTt2zfje/k7o2t2796NAwcOaLbr/vvvR0VFRaqEQiEej2sNRikOWJEPGcN5pmrQU8uMHt05xbf5ArdsBXjYl+mhs4r0AaECzCayaSfDM4K7G3NLry+MUGB2nTn1MjvvvPNS///Wt76F7373uzjyyCPR3NycvajPGrjzzjsxbdq01N+7d+/ODSmSJ4jaip8VvAejXfdKvecIBiUyZGWiawXzW7rUmYdGnruN5hQsxGLq1PQErqxw05C0UL12zNCZvHryfd6ZjX2PRyLVdsa+HnhFcOc9t1gSOSthJUlzHo2DnBtVK9G7d28cd9xx+PTTT9GvXz8cOnQIu3btSrtm69atqYB0/fr1y/A6k/82u6a8vFyXdBUXF6O8vDyt5AyyVKShgf03SiNjXnBqnOfE6NYMTia/2wa9hQ4Wb8eNG9MTuLLCTe9BN8lWrtCZvHoKYd65KcE0gnzomzhR+tcOOeA9t6x4PXs8Ut9cey3Q3Gwsxcy3cZAFFR4z9uzZQ3369KF58+aljKqff/751Pf/+9//CMg0qt66dWvqmj/84Q9UXl5OBw8eJCLJqPqkk05Ku8/EiRPz36haDVabIj19M6tRoNZ1+W6LYcdwOxYjCofN+9BtY8p8R1MTu72A1XHghiGpDF7G/PkCt+2tsol8X09ksI79PLCTyQDvuWVlHfD7pWJmc5WlcVAwRtXTp0+npUuX0tq1a+m1116jkSNHUlVVFW3bto2IiG644QYaMGAAvfrqq/T222/TkCFDaMiQIanfx2IxOumkk+icc86hVatW0aJFiygQCNCdd96Zuubzzz+nkpISqqurozVr1tAjjzxCPp+PFi1axNxOVwmRlQ1Xz+hOWWQjY/XvWIwCta6rrs4c3HYnllvkwurkj0Sk5zIjln6/8FCy4u1o10iTlyGpEm6SLbdgND+yTfDUbWlv5zN384nYma1HhU6qec4t1r64+mo2kpPFcVAwhGjChAnUv39/KioqourqapowYQJ9+umnqe8PHDhAN954I/Xp04dKSkpozJgxtHnz5rQ61q1bR+eddx717NmTqqqqaPr06XT48OG0a6LRKJ166qlUVFRERx99ND311FOW2ukaIbLjvaD1m0CAqLZWe1KzsnC961gLi9u8m+SCdfI7fc58O8W6DbOFi8fmYOQ96ARukS03YDY/simt0GqLz8dn7uYLyWBZjwqRVKvBa26x9EUwyE5ysjgOCoYQFQpcIUROxIVW1F8sA7S93dqmZ3UhzpaI3GzyW93cWSZ2LsBL0sZaTyTCZxxk45m02u4G2eIJlvmRrQ2E9cBgd+7mgxrKynqUa1LNY17wmltmfaFngqA1RrM4DgQh4gzuhChb4kLWRZQ1yJadhTjbInIeagenz+wmeEnarNQTixFddVX+9okZ8tkOzOqhxU1phdUDg5175lpCZGc9yhWpbmmRpP9O57oTqOdOS4t+X1ghOUJCVLjgTojsDgarCzvrAJ0yxT4pMFsU3Rz4bvUHa8m2MSUvSZvVEzLLJplrqVmhwsr8cFtaYffAYGXu5loNla211wxm9dXVGc81tWovW9LVYJCouVn7flb6NovjQBAizuBOiOyIC+1IBtyWELEsxG6JRt3sDzc2AqfgJWmzUo/b6hPW586VdMdNJwC53vp6a/PDTWmF3QODnbmbKzUU6zPW19vzyGWB2drV3GzePuUc1XKECYedjduWFutz3Y5zSxbGgSBEnJFzCZFdyQCrCPzZZ4mqqqwvhCwLsRsSIjv9EYsRtbYSVVaat0X2rLN6enFz8+bVj6z1tLayq0/cUh/kMg+ZW/e2mvpA6726Nc5YbUCczF2jfsiGGsrOoYjVI5dlfJitXc3N7GtxOMx2YLE6bpubM43oWdY/5fNpkRy5zeqQLi6PA0GIOMM1GyKWDdepZID1tDF1KtskZDk52X1WK31npT+sbELhcLp0hPX04vbmzUvSZuWEzHJdQ4M7Uhun6kEnpMEtJwA7Ho7ZUkVaMZzn1bZcSP/M1iO952TxVHV6QPV4Mm2GjArL4c7quLUyDmQizGJnZBSbyOVxIAgRZ7jqZWa24TqVDPBWm8kD1soAzkU8DDPpmrqwxm/Su85tL7psS4isqnJ4wukhwCo5VY5nM8mYXRJgx8Mxm55M+do2N6C3Hpk9L4tHrtH44K2yt/q+zMat1XFQXy+Fe9Ey/FbaGZlJspqb3XrTRCQIEXdkNQ6ResN1Khlg/X1jI5skR4v9s4qKzVziWUiWlf5gmeCVldImaNdOIFtedLwkbaz1tLay9TNvO6pYzBo5V8MqOeWhwmKBnc0wW+EB8rltbsHue3cyNnk6dViVNLKMW16ETTnXWNZgn0/aV1yCIESckdNI1VYkPE5OJSxeLHV17qgxWIOkRaPskotoNDuundm4h/zstbXai6FdLzOjelgWsmCQr3jb6ialPgRYJad2VFh69zYDT2Neu9Cbf7luW64M5+0Yt994o/3xwbpWWFGbORm36n5vbOR3H6sHK8A1gi0IEWfkNJeZFZ23lqTGjuW/liSnudkdSQjLid7KRqlsRzaCf9m9B+smwPLsPp9EVq2ARTpp5PoLEJWWsi9iZs9rh5yoSaYdt1+7C75bEiK3PBeNDh25bFsuDeeVYO2Digq261pbM+/Buha3tNgn6qzvUKvf7TjWmBVWogm4ZisnCBFn5JwQWfX+UOtkrdrwaG1ebiyaLCd6I28vret52l+Ztd2qxEr5Plg2ASskwYqESG57Y6MkWWxszCQprITBzIhUlmwZBZizSk48Hun61tb0MepGYDi9YlXEn8v4OyyeTbloWzZs71hhx9jaqOiROta1OBLhS1CU79CJZNRqsUKIAFdItyBEnJEzQmRXz62lk3Xq3uiGtIW3kaH6eVgWObtSLTsSK/m3LJuAHZLA8iysZMzKu9G6r1kfKZ/Xyr3kvtPyWHEjdQDPcWMl2B4vsKoRZakED8cHnu3KZtwpO8bWLONb6z4sazGrCsvM28yqKlw5z5wWK+E7AFecNAQh4oycECIeLJ5F8sMKN6QtvIwM6+v1n8esH+2omuxKrKxsAnbJYkODdbWU1uJt9d2oJWAsfSQ/rxXbBTURUtYlf88i6eBBxnnEzrI7DmXwskGUbQizFRso1ypEGVou43pjzE7RI3Usa7GVmGFKjy6jd2jXjikUsqapUEuk3JhTjBCEiDOyToic2jfIxe/nd8JyQ+TPS0JkdqrgdTK3+l7Um4mVTYAHWbSillK/P6vvRn4HdsYuq+fO//t/xqdhpYrVTNLBQ0XCeppl6RNekkq1tM+qZDdbBs75kuRVK8ozT0Ikz2c7sLvmGr1DK17H6jpY54zWActJsEeHEISIM7JOiHiqksJhfu3iGU+IiJ/eXr3guBVXxkoMH63NJJs2Lur3YvVEbpXYyL+z026zkA+A8WKqNeatxI9yw4XZzrgxku6pwSrtyxdJjBq5blc27Whqa523k9ea67TfWeaMnlTRTjoQDhCEiDOyToh4xquQpUS8Tn68xepGE15uv5UTkptxZZyeaq3E9uElJbSqllLnz2Ot36oLt/p5edpvyDGo7HrxBYP2Urc4HTfqNhgZq7OS/Fwacxshl+3iNbdYSyDg7DmMPH+truk8+l2rPYGARPzM2pFNtWwSghBxRtYJkd2cQnpF68TsxLXVKbnS0tvrTRIrJyS348o4OV1FIpI43uh3ar07T9G93YByRu3QegdWDaTNQj5YkQwZ9b/R+GtvzxzPPE/mdqRmRvexOg55Sxl4waxddjZ8FvB25uAxJs3Asmayruk8xoPeHsCyN2Q57pQgRJyRVULEeiovK3M2QXO1GOqdyI0WP5ZTRTbiyti1BWEhasr3YXa912v9+VgjkWvZI7S2Eo0fnznmtE52TuwM5N/L44CVxJk9A8v4c+INZAa7qmG957EjqczByZwJeu2qq3MvPhFPCTxr4WkLxSNcgRvjIV9iSqkgCBFnZI0QWXGJlKMWOynZFpc7mci8vGmc9oFZsEK1txDrO5UXDpbrq6s7YvBYkfxYPRlqLXBVVeaicSd2BkpY2bhYxpCd8ac17uyccJ2oBNVk3a6kMssnc2ZoST+cbvhGcLJWAB0Z260Qdl62UDzDFfAcD/kUU0oFQYg4I2uEiHWihsN8xb7ZMKh0O+6InVOf1clqR0JkxXXWyvVq42dWyQ/rydDpAufEzsBq3+k9g5V3xzr+nJyC7apB9VKU5JtdEA9kIz4Ri8SuvDxTxa0llTZTg8vjI9vqvmwayedjTCkFBCHijKwRIt6JS+0uuG7A7YlshyBaFRHbeQar6g276hArkh+zkyGvBc7oPqy2BmYbl1lyXhk8xp9Tkmh3zurZpOWjXZBTZGvDZ5HYVVd3SIP0xiiLiQPPd5EP4QrUyEeSpoCV/dsLgfxB//7s1/l8wLx5gMejf12PHnzv6wSbN/O9To3vfx8IBPS/93iAYBBobQWamoBoFFi7Fhg7lv0edp7hiCPYfiNfZ2UMyBg7Fnj+eaC6Ov2aYFD6XP2MPh8wfDgwcaL0r8+X/v3y5cDGjfr3JgI2bJCuM4LefRYuBAYOBGpqgMsvl/4dOFD6XP37efOk/6vHuccjlccfB0aMyHwGNZyOv3gcmDpVenY15M9qa6Xr9GDWr2p4PEAoBAwdmvmd1XdeKHB7nZCh139KfPklcM89QHGx9jyR64lEAL8/8zu/X/qO57uwsz64jWy9syygW64bIKDA9u3m1ygXSHlSX3898PXXmdcePGhcl0wStBZc3nBzIi9cKG1WZv03b560edpFNhajoUOld7Jpk/bmq/fOxo4FRo+WNt1Nm6S+CASAykppkzYjDEq4ucAtXAiMH5/5bJs2SZ+rN3N5jE+dmk4mgkFg7lz2zcbpu7NCEocP177GSn/JBHDuXP13p3znmzdLbR861Nq7zjfYfU/xuPV+GDsWuOACaSxprR1E0nuorZX62ew9LF0qFUAaA3okygnsrg9q2Okvvd/lI0mziyxIrAoeWVGZsYrT1TnKrBhi51K07pbdA6urvd3UCE6fIRsqMHV/OPX0sBJI0Mr7cqKK4xHqwcn446Gq4GkT1VlhZx10MubzXN2jCafqUrv9ZeQhnMc2bcKGiDOyQojsTkzW32nlpsmFyz1PuwcrNhm8JqTVZ7D7Xu24xfLy9LDiJm4WMoFHX/CCk/HHo+08baI6M5qb2eez0zGfjzY5LLDrNm+3v8x+V1eXtzZtghBxRlYIkd2J6SQ3TS7AM/6FVUNqXhutlWdwIpmwIhXh7enhxE1c77SZD5uP3fHHS8LZWY2hecKKZ6bZgcjMwyvXJN0J2tslKe2UKdK/7e3G19tdI1h/ZxRgN4cQhIgzOoWEKJ8mNK/4F1Zd7XlutFaeIRsRed0YB1rkgaXwlpbxht3xx4vM5EuQxHyNS8Q6r++6i+06o3yOhRrCwI7aKxt7TB6OKUGIOCOrNkRWJ6ad3+XhoLWFXEmI7MDtiLxOpS9GofitRow2GneFuPkowTN6tRXpH+/5mqdRhYmIfV5bidbPomouFKmdXbWX21qIfFMrJiEIEWdkLQ6R3Ylp5Xf5vBBahRWD8nzYaFkj8sptdjtGkgyzMeEk1YGWbVQhbT5ayOaBwo35msdRhYnIfqoTo2InpUseqHsy4EQ13pW0EAoIQsQZWc9lZtdYzux3+b4Q2gGLl1k+PpudqNcs9VmVvrCMCSdR0bVOjYWy+eQabszXPI8qnIITGzY7G3YsJtkk1ddLJZ8M25UE3G6SZrmebGkh8giCEHFG1rPd2z2BmkUGLoSF0A6MbF3ydaN1y+bHivSFdUy0t9s/seu1v7Oobd2CW/O1kE77eulfeJJzvfvki9Tcrh2f0bO6rYXIMwhCxBlZJ0RuoJAWQjuQN9jGRukUJXvV5etG29jI9j4aG63Va0X6YmVM2Dmx88zh1NXg1nwtNHsQNXFmnTesfZXPUnPWGGtWx4Ue0WxuNm9PAUp2rezfIlJ1V0EnCq+uCTlNRKGAJSq5letkWIlebGVMTJyoHTHaCNddV9hRk3MJt+ZroUUVVs9rORK0FehFbzZLx8ISpdotGLXNCCyRqseOBRIJ4MYbO9aX7duBadOk59SL/t4ZI6OrIHKZdRUU2kLY2WGUd83OdUqY5SqTYXVMjB0LrFsH1Nez/e7YY9muE8iEW/NVTv2glwPRKH9aPsCs/WoYpUDhlbPPDVjNewewpXsBpPQ5l16aediS0+eocwoqwbq2FCgEIeoqKPSFsLPBKKmknevswM6Y8PnY88EJcm0fbs1Xs4S5gPmGmksYtV8LRslu3Zaax+OSRGvBAulfo8S/PO7JktiXR5LiTgxBiLoKCn0h7GyQNzwjuE1Q7Y4JQa75QmvjdHO+6mV6Z9lQ8wF67Q+FgOZmIBoFmpqkf9eu1X8etxNODxwI1NQAl18u/TtwoLH0xc49GxrYnlVGPkvF8gFZsGkqeHQKo2oZBWoY1ymRL54bTvKmZbPtndEzzczDyc35Wuj9meuEv3rgYajtVtsKzaieA4SXGWd0KkJEVPgLYWdCvhBUO2Mim23PZ9dou2DdOLvCfM3VM2Y74bTHI33f2mr+rG4cOjq7t7EGBCHijE5HiATyC4W84WWj7fnsGm0XnTkumFXkmuzmMuG02bPyPnQUeJBFO7Cyf3uIrPr1dT3s3r0bFRUVaGtrQ3l5uTs3iccL252x0NsvkJ+IxyXbCz27B9nNeO3awhpvS5dKdiVmiEYLK5yEVSxcKHk2qbch2U4qWzZNvNavBQskmyErMHtW3mur3OdAer9nu8+zBEv7t+v0rBPAdQlRrk9ITlHo7RfIX1gV8ReKtK0L2nJkoDNKyeymucn2s+aLqj4LsLJ/Cy+zXENm6+oTMEtMiHxAobdfIL9hxTXaqWdPNiHignVOj6ft2+1Jb7L9rHJMMVaPvC4CQYhyiUKPCVHo7e9McBLzJJ/BSgg++aSwiLkIXdD5oucvXAhMmOBs7pk9K8953smDLNqBIES5RKGfkAq9/Z0FuZCMZIuAsRCHYBB4/PHCIuYiLljnkpLZTbWhhtGzFpIEtEAhCFEuUegnpEJvf2dALlSW2VyYzSITE0k50wqRmBd6gESn6ExSMjupNpQwe1ZhmpAV5A0hmjVrFjweD2pra1OfHTx4EJMnT4bf70dpaSnGjRuHrVu3pv1u/fr1OP/881FSUoIjjjgCdXV1iMViadcsXboUp59+OoqLizFo0CDMnz8/C0/EgEI/IRV6+wsduVBZ5mJhlolDZWXmd34/sHMnWz35SMy7si1HZ5KSWRlbVp9VmCZkD1kw8jbFm2++SQMHDqRvfetbNHXq1NTnN9xwA4VCIVqyZAm9/fbb9L3vfY++//3vp76PxWJ00kkn0ciRI2nlypX04osvUlVVFd15552paz7//HMqKSmhadOm0erVq+l3v/sd+Xw+WrRoEXP7XPMyK/SYEIXe/kJHtoOs5dIryCgWEasnTycKNtep0Bk8nljnYjhs/Vm7YDBFniiowIx79uyhY489ll555RUaNmxYihDt2rWLunfvTi0tLalr16xZQwBoxYoVRET04osvktfrpS1btqSueeyxx6i8vJza29uJiOi2226jE088Me2eEyZMoFGjRum26eDBg9TW1pYqGzZscIcQEeVP+ga7KPT2FzKy7bqdq4XZjIgBRD6fa8S8UDz5CxqF3slWDodWn1WEaHCEgnK7nzx5Ms4//3yMHDky7fN33nkHhw8fTvt88ODBGDBgAFasWAEAWLFiBU4++WT07ds3dc2oUaOwe/dufPjhh6lr1HWPGjUqVYcW7r//flRUVKRKKBRy/Jy6KHQ7gkJvfyEj2yrLXNmMsdhnxOPStsBZ9SLsWLOEQvd4sqL+s/qsrPN369bO52WaZeSUED377LP473//i/vvvz/juy1btqCoqAi9e/dO+7xv377YsmVL6holGZK/l78zumb37t04cOCAZrvuvPNOtLW1pcqGDRtsPR8zCt2OoNDbX6jItlFqrmzGWAlWbS1XYi7sWAUswa3Dodk8ByRSdcstgrU7RLdc3XjDhg2YOnUqXnnlFfTo0SNXzdBEcXExiouLs3tT+dRQqCj09hci5FPp+PHSYqk0unTDKFVemDdt0jbwlF3geXsFsRKs0aOBBx/kkubAzI7V45H41+jRhSfMEHARY8dKg4Jnqg2jeS5DLRGSWbuQ0ltCziRE77zzDrZt24bTTz8d3bp1Q7du3bBs2TI89NBD6NatG/r27YtDhw5h165dab/bunUr+vXrBwDo169fhteZ/LfZNeXl5ejZs6dLTycgkCVkU2WZK68gK5IwTqoXEWJLwDbcUP/pzXO9urPlfdbJAsLmjBCNGDEC77//PlatWpUq3/nOd3DFFVek/t+9e3csWbIk9ZuPPvoI69evx5AhQwAAQ4YMwfvvv49t27alrnnllVdQXl6Ob37zm6lrlHXI18h1CAgUPLKpssyFzVgOiJgIsSWQd1DP84YGYwLiNmvvjAZ2WTDyZobSy4xIcrsfMGAAvfrqq/T222/TkCFDaMiQIanvZbf7c845h1atWkWLFi2iQCCg6XZfV1dHa9asoUceeSR/3O4FBAoVufAKyqJ7tvB0FsgpWOZXLr3PjMJg5Jl3cUG53SuhJkQHDhygG2+8kfr06UMlJSU0ZswY2rx5c9pv1q1bR+eddx717NmTqqqqaPr06XT48OG0a6LRKJ166qlUVFRERx99ND311FOW2iUIkYBAniBLREyE2BLIGbSIfzCYSTLyNQxGnk0OK/u3h0jLQktAid27d6OiogJtbW0oLy/PdXMEBASyANnLDNC2Vxf2qgWGeJyvsbMbkAedelvWGnTxuKSiMnNyWLuW73MuXSqpx8wQjeaFo42V/TvncYgEBAQ6EXJhZOnSPUWILQ0UqhFtIdi7WE3RkSsnh85sYOe6vKoTQKjMBAQYwCrqL7B7FnoQZW7IxfvlgUKxd7GrAst26pMCM7DLusqsvb09+3F7sgihMhNwDYUgxmeBFVF/Id+zq6JQ+1pWK+nFUHBLrWQHCxZI0iszNDVJLv1KZHMdyZWqziZcV5m99NJLmDRpEo4++mh0794dJSUlKC8vx7Bhw3Dffffhyy+/tNVwAYEuhUIQ47MgF9m4RQbw7KGQ+7qQAko5iQSfzdQnuVLVZQGWCNELL7yA4447Dj/72c/QrVs33H777Vi4cCEWL16MJ554AsOGDUNrayuOPvpo3HDDDdi+fbtb7RYQKGx0prwQudh0CmmjK3QUcl8Xkr1LtlPxOEEnNbCzlLrjgQceQENDA8477zx4vZlc6tJLLwUAbNq0Cb/73e/Q2NiIW265hU9LBQQ6CzpbXohcbDqbNmX/nl0VhUQq1MhV/j07yHYqHqdwI01JjmGJEBlliFeiuroas2bNstUgAYFODysn7jxwWzVFtjedhQslwpjNe3ZlFBKpUCNX+ffsQpa8TJ2avkYEgxIZyjfJSyfLYcnN7T4ej2PVqlXYuXMnryoFBDonCvnErYVsivplVeNXXxlfl0/qhUJHIaly1ChEe5dspuIRSINtQlRbW4snn3wSgESGhg0bhtNPPx2hUAhLly7l1T4Bgc6HQj5xayFbm46RqtGtewoUJqlQohDtXbJpJC2Qgm1C9Pzzz+OUU04BAPz973/H2rVr8b///Q+33HILfvGLX3BroIBAp0Mhn7j1kI1Nx0zVKMPvB+65B2hvL6zggfmMQiQVSgipiwADbMch6tGjBz799FMEg0Fcf/31KCkpwdy5c7F27Vqccsop2L17N++25gwiDpEAd3TWvBBuxkNhjdNSWQns2NHxdzAoSTgKsT/zDZ0lbpZAl4GV/duSUbUSffv2xerVq9G/f38sWrQIjz32GABg//798IkJIiBgjEIznmSFm0aWrCpEJRkCOkIZFCrJzCd0MiNaAQElbBOiq6++Gpdeein69+8Pj8eDkSNHAgDeeOMNDB48mFsDBQQ6LTqh26qrMPMY0kMhhjIQEBDIOmwTonvuuQcnnXQSNmzYgEsuuSSVusPn8+GOO+7g1kABgU4NceJmh1GcFjMUWigDAQGBrINLLrPODmFDJCCQR1i4MFPVqLYb0oNWHigBAYFOi6zYEP3yl780/P7uu++2W7WAgICAPrRUjfE4kFTbG6JQQhkICAhkHbYlRKeddlra34cPH8batWvRrVs3HHPMMfjvf//LpYH5ACEhEhDIcxRYBm4BAe4QHoCayIqEaOXKlZo3vuqqqzBmzBi71QoYIRcDXkwygUJAoeWBEhDgCS01sgg3YRncUncAQHl5OcLhMGbMmMGzWgFAGvADBwI1NVIslpoa6W83s6Ln4p4CAnZR6MEDBQTsQI5ppg5aKoebEOs1M7gbVf/73//GhRde2KlymuVcZSYPePWrcjOIXy7uKSDAA0KqKeAUhTKGZFWxXgR3oSq2tH/bJkQPPfRQ2t9EhM2bN+P//u//MGzYMDQ1NdmpNi+RU0KUiwEvJpmAgEBXRSGpn5YulST3ZohG3Q03kccEMis2RA0NDWl/e71eBAIBTJo0CXfeeafdagXUMMvf5EZ8lVzcU0BAQCDX0JOM52u0882b+V5nB4VEIE1gmxCtXbuWZzsE9JCLAZ8Pk0wgP5HHJ0EBAUeIx6WNXUtpkq/RzlnDSLgVbqLQCKQJuBpVC7iAXAz4XE8ygfyEMLIX6MywIhnPF8jpbGTbTjU8HiAUkq7jDTMCCUgEMh7nf2+XYIkQ3XDDDdhoNGAUeO655/DMM8/YapSAArkY8LmcZAL5CeHJItDZUYiScTncBJC5XrsdbqIQCaQJLBGiQCCAE088ET/+8Y/x2GOP4a233sKmTZvw9ddf49NPP8Xf/vY33HbbbRgwYAAaGhpw8sknu9XuroNcDPhcTjKB/EMnPAkKCGSgUCXjuQo3UYgE0gSWvcy2bt2KJ554As8++yxWr16d9l1ZWRlGjhyJa6+9Fueeey7XhuYSOXe7B7QN10IhiZi4NeBzcU+B/IMTTxZhcyRQKCj0aOfZnmv54uFmgqy43QPAzp07sX79ehw4cABVVVU45phj4NFTsxQw8oIQASJStUBusGCBZDNkBnXi1E7kfSLQRSCrhgHtaOd6EpeuuE4WCIHMits9APTp0wd9+vRxUoWAFfh82WfavO/ZFReOQocdVUIn8z4R6CKQ1U9aRF5PMt5ViX8nTJfjSEK0a9cuvPnmm9i2bRsSiUTad1deeaXjxuUL8kZCVOjoqgtHocPqSVAE9hQodLAe3ERE/7w3rciKyuzvf/87rrjiCuzduxfl5eVpqjKPx4MdO3bYqTYvIQgRB4iFo7BhRZVQILYFAgKOIIh/B/JY8m9l/7Ydh2j69On42c9+hr1792LXrl3YuXNnqnQmMiTAAcJLqfBhxZOlE3qfCAhkoBO6nduGbFoxcaL0b56QIauwbUO0adMm3HzzzSgpKeHZHoHOCJEKpHNg7FgpSq/ZSbBQ3ZcFCh/ZlFQUKvHPY2lOrmGbEI0aNQpvv/02jj76aJ7tEeiMKNSFQyATLEb2cmBPM5sjEdhTgCeybaNYiMRf2HEawjYhOv/881FXV4fVq1fj5JNPRvfu3dO+v+iiixw3TqCTgPPCIQ44eY5O6H0ikOfIhVdjoRF/4flpCttG1V6vvvmRx+NBvBPZgwijaofgGK9CHHDyBCysNM+9TwQ6CXJp3Gw3blG20YUNwLNiVJ1IJHRLZyJDAhzAKRWISKeVJ2BN8jp2LLBuneRN1tQk/bt2bX5sEAKdB7k0bs5V2gyr4NVH8bjkRbpggfRvJ9vrHQVmFOiCsKuvshPwTHVbI0c1j0dyVBs9utMdcPILVsXuuQgmKtC1kGsbRVZng1yCRx91AfG8bQkRACxbtgwXXnghBg0ahEGDBuGiiy7C8q7gYthVwSoZ0IMDiYHwcM0DiPAJAvmIfDBuzne3cwd9FI8DS3/5LywY9zyWbjwGcSVt6GTieduEqLGxESNHjkRJSQluvvlm3HzzzejZsydGjBiBpqYmnm0UyAfw0lfZXDhyfQgUQO5Zab6I6/OlHYUK3v0nGzfr5dH0eCTbtXwxbs4FbPaRdAYm1Mz8AS5HE2qwFAOxDgsxRrqgsx2EyCYGDx5Mc+bMyfh89uzZNHjwYLvV5iXa2toIALW1teW6KblBLEYUDBJJwz+zeDxEoZB0nUuIRvVvryzRqGtNEGhqYnsJTU2Zv43FpJfT1CT9a3WsRCKZYzAYlD7nUD2vdnQKuNmZbvVfJCKtQx5P5trk8XSu92MXFvtIvhxIpF+OOHkQpwjGFMTia2X/tk2IioqK6JNPPsn4/JNPPqHi4mK71eYlckqIsrbSGyAP2IjMydRzOYuczDby4RVygd1x4HQT7FiZNRfySN2K7HAUk3Z0ik3XTcLndv9ptT0U6hzvhRcY+8j0DIw4hfAFxeA1PgjlAbJCiI455hj6/e9/n/H5Y489RoMGDbJbbV4iZ4QoX06jTiQDHJGXh0ATtpMvr5AL7LBSp5ugycocwVjyIJ55iuU9JvJASuo63CQs2eo/J6ePfD658GwbQ13MZx8MExIiIqJHH32UioqK6IYbbqA///nP9Oc//5l+/vOfU3FxsSZR0qvj5JNPprKyMiorK6Pvfe979OKLL6a+P3DgAN14441UWVlJvXr1orFjx9KWLVvS6vjiiy/oxz/+MfXs2ZMCgQDdeuutdPjw4bRrotEonXbaaVRUVETHHHMMPfXUU5aeNSeEKJ9Oo3kgIZKRV4dAE7aTT6+QG6ywUh6boMHYi8FLQawnIO4+R8mjOeAK3CYs+d5/+XxyyUHbmM/AuCzvDwNZIURERAsXLqSzzjqLKisrqbKyks466yz6y1/+wvz7v/3tb/TPf/6TPv74Y/roo4/orrvuou7du9MHH3xAREQ33HADhUIhWrJkCb399tv0ve99j77//e+nfh+Lxeikk06ikSNH0sqVK+nFF1+kqqoquvPOO1PXfP7551RSUkLTpk2j1atX0+9+9zvy+Xy0aNEi5na6Roj0mHq+nUbzTF+VtYOc0Y1M2E6sOZKTV5iVvmFlpTw2QYOVOYphbNU3rHTeIXkiJXUNbhOWfOw/ebLU1hq3KZekyMKpKhYjirbGqKn+Q4rWt1KsNWp7vLNLiIbn/ekua4TIDfTp04eeeOIJ2rVrF3Xv3p1aWlpS361Zs4YA0IoVK4iI6MUXXySv15smNXrssceovLyc2tvbiYjotttuoxNPPDHtHhMmTKBRo0Yxt8kVQmTE+vPxNJWX+ioLMCKfWp8bvR8GwhoNXML2Clv5MZasHiRZmBePTdBgLjThMrbqcZnzDuE0J/NWK+M2Ycm3NU1rsugVvz83L8rCwTgSIQr696XPfayniP9aW44Hpmdg2YYoeGTer/0FSYhisRgtWLCAioqK6MMPP6QlS5YQANq5c2fadQMGDEh5t82YMYNOOeWUtO8///xzAkD//e9/iYho6NChNHXq1LRr/vSnP1F5ebluWw4ePEhtbW2psmHDBr6EyIz1m51YnC5OTtptV1+Vy51AjynU1el/bvR+wmHTd8O8WVdO5rKg5KV6jscmaLApMEuIlHYOdjuEg5Q0n7UyrhOWfJIy600WoxIOu98uNRjfSST8PnmQILXquMMbbCy744FinZbr9ejWO4aouTn7/WIRrhGiPn360Pbt24mIqHfv3tSnTx/dwor33nuPevXqRT6fjyoqKuif//wnERE988wzVFRUlHH9GWecQbfddhsREV133XV0zjnnpH2/b98+ApCyRTr22GPp17/+ddo1//znPwkA7d+/X7NNM2fOJAAZhQshYmH9gQD/xYkXIbFTTy53AjuLn1HxeIgqK02vY9+sh2vb3ljo46xrWFnbx2MTjESkE7rG72PwURDrk5uBRvVanjBOOkQhJY3BS1EMoyZcRlEMpxh8huM5LwmrEtkgLPkgZTabLHqFUUrE9dzHILWLwUvByr0ZZEg5B/zYxuZ4oLFOR7zjknZ6HR+H8IVEhvLcdkiGa4Ro/vz5dPDgQSIieuqpp2j+/Pm6hRXt7e30ySef0Ntvv0133HEHVVVV0YcffphTQuSqhIj1JFZVxW9xyiEhiTVHKIrhyY1jWMfmlI1F0O7ix6HIBr/q05XuZh0MSu3VeldVVYYnsaxqI6yOJdZNUGsnMSOzfj9F6lZoV68XK8Vph0QiFPFfm7FJBP37MrpAfqTGRuMzTt7sK9kgLLn2imCdLDbGC/dllqGtrAcvNRnKGHvN+nMtnfwPyzxgyP2Sp/rgglSZyRgxYgRdf/31OVWZqcHVhkjF+nUHW2lpx4h1sjjl8GgaaYlR0LcpfYHA+o5NSmMn4DqnbC5+pgsAQFRWZrxZ+3wUwZjUxsy0WU+YYFxnXZ3mY2bNXtXuWNLbKcJhqVHhcOb31dW6kqG0OmT7CfUeK59iOXeI1AWJjA1G3QVWTFTU+4oSXOaDUSXq71paiILB9DkQuETaMHkhlxsn62SxOF5cWWYZpHa1pX+0/ThpY69qvLN+yWN9cFYIkdfrpa1bt2Z8/tVXX5HX67VbLdXU1NCkSZNSRtXPP/986rv//e9/pGVUrWzHH/7wByovL09Jsm677TY66aST0u4xceLE3BlVKzbpCMZknjSVhAHI3BSsnKZy6K0WiZCJXlvxjMmdwGxOWV5HbSx+TO/EqKgWL636mDZrvaJwMpCRFQmR07GkfHlaBMj2Sh7NqD7asFKbxGr9VvnD1lap6Aww1i5oabGnpW2a8lrafTWFhWX7qXb8eoq2xjK7Wk/KpjepdL6LTH+NglUHVB8n8mFvs4dYTHqv9fVEP/mJ47GmVb1ry6yB1C6CsaQn+bE89pSOB1ZLOJzX+uCsECKPx6NJiDZt2kQ9evRgquOOO+6gZcuW0dq1a+m9996jO+64gzweD7388stEJLndDxgwgF599VV6++23aciQITRkyJDU72W3+3POOYdWrVpFixYtokAgoOl2X1dXR2vWrKFHHnkkt273ydnTEVDOhDBUVhou0obIkWdHxwLBaNvR1GR6wtKzfzY0vWllfP5kkSU6TCROr4RCGUbxTBIn1hII6G7Urtqrso6l+nrjccrbpksvTYiRdEnJXIx2MtUAY+0CVhPAjGkoG38HgylVoNH1aWo6LXKj1weKitVjswXjDOZAgiLh9x1JdrIuHGppISovdzbGTCaQ68usxruNBY/M8CrTLtoqe92xZ7VUVRnbVOaBPthVQjRv3jyaN28eeb1euu+++1J/z5s3j+bMmUMXX3wxnXrqqUx1/exnP6MjjzySioqKKBAI0IgRI1JkiKgjMGOfPn2opKSExowZQ5s3b06rY926dXTeeedRz549qaqqiqZPn64ZmPHUU0+loqIiOvroo3MemDHWHDEOKKcmDOGwvZXETV2KQXusRjmNtUZtCQyUBxDtw25Ccjtl2IBNg/zpGegC0g7Y2JgucXCyANtYWXUPkkh0bGROFiWr0jYtcTmjTZclAqnRF5Ldmsnv9TwJ9QaYjS5gHseqsSUbi5ud/lMkpW6FLZKpJb30IqZ7X027Nz3DKY11QXOOBg5QpPZf7rCjujoOL8dcypEVlbWqX6OtMcZHSJAf2w3HUihwwNkhjaUYSNfcJsiuEqKBAwfSwIEDyePxUCgUSv09cOBAOu644+icc86h119/3VbD8xW8CZFVwkClpZJNRdpKwqCfdevoYqLbYo9yOpEoFLIwubXXK7/fQLqEBEUw1nTDsOXCrdeHZiIbp6W+XnPlMLWlcaLTt0rytIymGxpMf8esstQ5eZrarQHSiba6mo14Ke7jBs/Vkj6yG8omSYpvo+UNTU8aamkOsBhOJcecrgRY+fwOxmfGxvpss/WX4ffbMlHIhSCedY2txRyqwyySCJE2Kaq7lWG98vmcDXQNNigNl/Q2uaGazYrKbPjw4bRjxw67Py8o8CZEzGGGWPS6WqNH7d7CU5fCYD0YDS9jXFiHE0Uirp28U4/o30ex6gGGF9oK8mc04fVENryKzuYRixFFw8uMN3m9FcfM+NYqyWNVTSWLkcoSiFMY9YZu7lbs1izbikWjTKpJq+oyLXsy1rGY1jwLKg8zaailOWBmOOXxSBIvA/VOhuSpttaSuECTh3k3WrfTCwYlb06LIovYsy1M/XnrrUyPY3IzaY5G61uZHqkVNabSxjQvMz0nHrlfzFwmdQdoNOOd6c9VvqSooL3M8hE8CVEsJqlduS1y6vgYrO4tdgzeWKwHg0GKVQ8wdzn3bUx5rritYQJIiggdjRJNnap5gWMJUWtrZn9pvQunJy2z96djP5MmDSm/iGLtMfO2qkmXiyTPfJNWnSRVbu5W7NZs2YolCW+kJZZSQ2a+jgQ1X9JsOPaBOAWwhRpxuS5htSIhSjXPglGsnfpN54DGJimPuXr80l69DBIjJsmT1QeUvR9ZCFFzM5HPR80YR0ZSGPlzDZ8IdijmKGtYj1bUsPV9lHREzCoJmR1JsfLQHYtJJhI9tpH+XI9TsHIfN/VZ1gjRhg0b6JFHHqHbb7+dbrnllrTSmcCTEDEbZmILuxhc3oytGKzaif1hYTKYupzPfDdVbSwmbXD6m4jz0tREqcVL6wLLcYPURW/x1nJr5kkq1PZLra2a7yJDGlJ1IN0gV0/qB6RvEIzSHqvFziat5IOsQ7PjxGzxPcvPHghoew7691Gk8lq2sW+ySZuNRa1iRUJkRwJl2DcaRauPzEoGqTM5tJmezyy0V7eYxdiyOH41fCLYoDFH9cdZIjXOmCXfjfEOCVBDQ/qaooQVcb6OSpW1r8Iz+TCirBCi1tZWKikpoZNOOom6detGp556KvXu3ZsqKiqopqbGbrV5CZ6EqLGRbSxNxRz2gSfblJhtVOrN0wpiMek+FhYTQ5dzpYopEkl53WVuAnKEVWdkKRpextReuxuZdBoeTk21b5h3r+okZtULTff6YJBo/HjNZ8qUhiSktaqFzdA5VaqqiG6+WVo077rL/gtRFbubtHz4ZF2n6xFmGy9KghEKSfoOlnfAMvYZGsBq49NhQ8QuebQnIWKXuNi1T9IkdQZqfcu2mDZKDL6MeR2LSRLnpsrJ1IoaakUNTcFD7M8Ztbb0Gq3t2uR8b+o9MUu+K0anf6BHBK1IiJSHbgWhq8Vsxir4qM6yQojOOOMMuvvuu4mIqLS0lD777DPas2cPXXTRRfToo4/arTYvwZMQMdiVEkDUgKnsA092deY9G2XpRm2tbV9i3Y1DGd00Odn1NpE6zNImKskDk55RtXxNKJgwtSEyXGBMNjJNCYyRcaAsybnrLor0uNySLYuh7YuqE8w95xLOPEzk4IkcpF1O1DjRhpXMNhU/xdNM16VJK6ZN4zv2IblNRyc8Rk2YmLSJ8mb8Nox6qsRXurdIEfXSK621y9PNsgQqgC3aYzJpOCU/ayMmUgBbdcec3nOYSnI01i0rJNhOyAutueb3J8hf3m57rAI2vM1M1vbUOKv/UCJtM3+Z9p0tybeRSt7MllAOFaNQkynXePaxkeDisZ8VQlRaWkqffvopEUl5zT744AMiIlq1ahUdeeSRdqvNS+RCQtSIy6VoyCwXy3GKeMxGmyQow0ZF78SqPvGpJrveJtKCccmFtuPyQICo+dmYIgmhTvTg8PuWViwrEhv907Ak2UqtJxr9atWWxer1ju2izIpFImRIEGyoiVJDGpc5+r1pn1RUOK9Q+R6v/lumdw3WUzPGURTDqBazM8Z6KXZTOXalfWYpwGcgkGY/1+F5ZPZTyeapHd30n2fa8gzPPuYhxCp50li37NgesgZZ1Z/XRnZCjGMrasHd3IpkXo4YrfMsliXfetI5qyleki/KrjG/U++8rBCivn370urVq4mI6IQTTqC//vWvRCQRol69etmtNi+RCxuieoQp+sCbFKs0ISWyUTUPCZGdfAMwklqMNZ4wjJPdyB4h6NtEEYzRluzIEluX3NhYDIH9pQcoNulnHalYGH/rQbzDO87jsRUnybHnHGvp0cOUHLF4dekt3KZDOkle9H+v3sD0NzUudid6xeOhiP+6ZOqPzLFivNFKm/M4PEf1CFMraqy30YSIa/WFcsPUIrQdddkjCQFsoVrMpiiGUTu66R9Erroqgz2YCys0Uqwwqr+deOGZeXRpmeEFgxpBL62ux62t1lRrrIRaKc1XRps3CwUjXz9lChHsS4GdphzKCiEaPXo0/fGPfyQiounTp9OgQYPo3nvvpdNPP51GjBhht9q8BG8vM+l0aMGbxmjQKsmFk3DFNiMIG9qoqBcetU7ZgSt2R+lY4FJ2PJhI0fCyjke1cpS0oAJiNg5EJuljlt6ElxF5PBTFcLbrFZIN1yVEjscImzu8UVE7H7D/XouASJ/ZTqtiUszcz62QCkvpZNLawL7ZV2I7hVGfIj7qfq3G+mTQP+vEYfxxqyjg3Z72mQ+H2Z5RsfHqOz7aJ71OvfD0ihxxX3t5Uc0Fszx+6opDIU2HCvW7txUxXy9XmVf1eyUh0rjerp1gQUiIPvvsM3r3XclTaO/evfTzn/+cTj75ZBo7diytW7fObrV5Cd5xiOQYDNonWQ21DxIpDxbNwZdWsYkoUyt3kyK2hJVJYyq18CRtVBoXpMuFGckX6+KdscCpyV97u7n6z+eTjm6RCHMfsE5wP7Zn1NGIy5nXIopEqKlyMtv1CmmPY885DsWOZCsGL7WiJmk/Y3RwSFALxmneswFTbTRXOqikbcLqRd9uCQaZ43OxFLtu5XY2+45Ix1pqYevt9mObjlSJUZqjkjRHIsSYxiK96B0E7G7cRiUUkpxcjc+ANuajsi/cCuhmlnRa3RYd1md17PHK+uE6IYrFYrRs2bKMTPSdFbwJEcViFPFfq3GS1TnRyIbBrVFzpbNRLAkTqYyVYHVWNp00hs+YvsHOBMpY4KJRdrFzc7PUfXUrmPvASvuUbYtgDFWpbETM+o41mre6D8zsB2S7FS551hRjQ66TeYxobE7G0sEETcdvdNueDddy5nLVVUSxGPf9ylJbk3ZQ9vrFud2M3F4gbkmqZGj0K++WsRjFqgekxgKrJ2GaqljOd+bxcJMQTe71FDX+OW45o48lia1S6s4xoFvaodD7Q2N1prrYDG2ifr1Ww+TpISsSouLiYvr888/t/rygwJ0QKYzMpMBljK7AUYM6zbJ2RyJJF1LtQe2mWiNNB2xh0lpdvDNsYWprdU82qQlfOTmlXos8d8i8DxSTPQavoReQVtuY7Td0hVxGgd+0JSZG3nuWojUzFDvxZwCiph5XM9cXKNlD0/GAYdtdCT5oo8QqA5KLdmOcGiZ/wqNKR211Sx3EUkL4gsKo5/uM0WjGmsIcjPAnT0g2jLJHVPLwxNNAP1h1IGUb1HjXh0y/acRENim1HG5FXvtvvpmLRFNrzjGrMxnqZrHzsxMmTw9ZIUTf/va3qVUrOm8nBHdCpDoqMhu/6hmXmUUZ1pFIyYPailrDToyRaH1rBzGzcEy2unhn2OrohATXtIeo3Ed+z9dMfZAKXDZ7NoV7/JqtD5KLGpsKMD0hK7ttpb7EwFpWc3sRfh3lx5oZ1bWBS7W97HpqfekQzRz/PpkZzDrd1DQNzdVq10CAaPp03UCbEYzJUOVIGwvfAKRyW2O9ylOu7w2YqhkNm7c3ntl4VEflZo9Bw/A+AGk9UawpEYyhalNCrvKcS66VqfhCP32Rwqg32LiNpGX6Y5JVWno1nmQ7qESjUiLjqvHcJLzG3nXaz2XnHpnP9wWFMUM6oLbGuCZ5zQoheumll+jUU0+lv//97/Tll19SW1tbWulMcEtCJBdm49eoRl0MucUiYe0NRP6M9dRmFuU3ownqDToYlLwTGCeONW8PhRG3x9MhAmee8GzPFMWwNGYaa44YZpNW9gFzNFtFzJeWPtfpvDuTNjroVztqI6upN9Lu5U+G6TexgYvUraDqauN+0CLvdjZ/zT6Ug5qqvZ00NqWI/7pkGAh1e/UCjdpXSbVihLEnJidvPuNiTqxj8DKripnHtEJCZJWQK+N3RTA2g7z6sT05t5Wfbcv4zKx4EKcgvqA7cC/jbzLHR1p/JsXHkVtf4yrhtepdZ7ZOmIXZ0JWA8cyCS1kiRB6PJ1W8Xm+qyH93JrhhQ6Q8DZsav3p0AlQx5BaLBY8kf+lBMlK1lKKNaQKwqvYyJnBqAgyXJkDJj5k3245AXuYbBssEdeZOmzypyoEwk9IbqX/N+4D1dNyIiUQANWNchqiauY3KD/r0ISopSf3thveZPVWMRBjScnmq8jXJas3whA+S04WNOChd8bXF//pei1pG3lEMo6a73s8w39OS3lVXHSC/34jExm29V72ib/Tc0c9O1d56RTaSzlBrYgs1q9S3ttKzGM1pOeRILEaxyoDluS3PTznwq3lSYWnj1oqJxrfojxtJstWdWqa9RnbDChAyCUk7utl0RNC3/7NN1pz62auQFUK0dOlSw9KZwJ0QEWWchk2DZ9WtyKyDwR6HVZ/OUqwQImWMCzuTQzlhr8IT1iZo+UWaX/Cwn0gzjvZfS+pgkMrSA/vS3JatSKGsRXRNL62oMbQ/cCM+EavXnLL4vOnPl9LyxqRgm8HKvbbfk9rbTqlKmoo5pE8g0o21w6jXiELe4aMgxRQy9pZyv7BIELWJXnj8u1RZafceEmGIYIwmSVDPcas2gUybezhM1NLiYG7HDQmympA5UQvzKmXdD5DX4P5mB0MWGyErRb1OtOgkumVWsxWihKgrwRVCRJRxvNTTrUYwVtttniGoISuJMQ6uliAfDtPL+CHjJEmkTodWoyvr9YOTCSoXp+60ypg3HdIm882PNV6LvJC1oxtz3eklTuXYmWFDod6YeEuIrHjNNWBqUlKmoRYw9tq1VLS87di8Os3dweW/exYdtvGOclvU3o7ahD5zIwPimpLkUrTRBDQxzXGrpEUrcKCmqsXnc8VVXt1vPCTMfArbmNM6GLHaCNkaU716mUq1DckaLz97FbJCiJYtW2ZYOhNcI0RE0stfvJjossso0u2SjM2sCluTkVyHS1GrLUaSHofnuE3E2ai1FBeoY2Nnt1XhcQKTJ6hy8WxFDT2IWkfPfy7+kVpYrHnLsC42UlBAu544evfTUl/aik+k4U5r5X15EaOb0GCa60rHa5epWBtTRh57Tvo/f0vKABteCno3Mj2rMp+g9T7reB/t6Gby7jONsJUXGEma3faek0lFrt+flaL2gO04mPEZ3x4kKFh1gFrvWkJN9R9S+JzlBu82vegetpLhT3gi6zZEWrZEnQmuEqK6OiIvm/eWUUwgLRWJE7WLXrEyoazGoHF6AlMmK+VlI+G0D6yUWsx25Z1JfaMt+tdV0SrHmVJ0oxp3+XFilou2IW9+tdH6MwFxGs/pYCPPNdbNvQFTTQ82LEVL9agsZuoUM0lzM8a56j0nr6+5Hw9WipaKk09dMjnODKjNti7qquP9fn7+9klkhRDt2rUrrWzfvp1efvll+u53v9vp3PFdI0TJDcZKRGYW40g5USTbIpagcuy0MDHYDJwBohvxkKXJ4ewEJqlgIpXXUqT0Spf1/Na8vlhLhxefexIKtcqEKb9RZaVkqxGLSbGdkp/n24k5qNH23LfR2buUn4nHc3gRS7maW7Ej49OHRkbfRCHPBl31WCMmmkqWgvgiFUrCmqu8ZEPEIi3N/Viy0tfuSjlLscvRPUzV8RxJUU5tiJYuXUqnn34672pzClcIUXt7KoiWlYkmu3C2okbfFsMSGUjQzZhDAWy1cLpimwgl2GNpclyAvzqapGXYRTNxd1JUXEhqD0lVcDfudv1e6pOZnnRR83NV2IR8OjGXYA89i0syvsinNtoprahJvQ9jCYg17ztWtSw/yYiZ51S3tC/Y4gmllzDqNUm+H9tI9rRTfp7yMvM8wGQD5U4Mp0JQ22pJmuySLsaQHsEgN1uinBKiNWvWiGz3LGhoSL18dxZtO5PW+BRnvS7jCaM8fTWnPBN4Ttx8LEb96377WQyl9W01xkp/JBPgunNilseNnY0/QXWYlfYhTy9Lvs/Idu0d+BW1ooaacBnNxN06fcNeXxMuYwpl4UEiq5KRdMnlWNP26fVrR5JnlTFx+VUZcYZC/r0UCb9PkYvma8YW8mNbhtRKP4ZToapkzcYp7zXJQvJkTt5mWSFE7777blpZtWoVvfTSSzRs2DA666yz7Fabl3CFEI0alXrxzo1oeRU7i5CTe0kxPtrRzXbAtkIpevFa0ot7fc8abNHcK3BsihC1o3vSoySbRNRokZa+U6YvyU9ClLvCGlzVo9i4smGHpTT29nvsSnhVY9zrJbrgAqLWVootbqXWu1qp/idrqf6ueEe2jroVBoFa3fGC7arFi8N0D+5mj6rNKR5R1oyq5UCMyjJkyBBas2aN3WrzEq4EZkwGyrMSeNBesbqIxak7DmR1onQFMiSL3js8bXi8b3bvNdZgbcxegeEwRcsvynnfapVy7EwttoWuMjMu1oIQhpKqdpbrw1d/nvZBs05sGV5FTrvDg8BmhFwovTJT4unfR83PxpKedvrSyF5oo1bUZGzeHZ6m7tvrdI6SyJDCVWN9RtDL9BcZ5bLdWtm/u8Em1q5dm/a31+tFIBBAjx497FbZdbB8ObB/P+LwYirmJT/0uHQzq/V6cRjZfYdfoSqr98s2gtiI2ZiGSuzArzAD23EEp5pZ360H9+BujMULhlctx1BsREj3e4IXGzAAyzEUw3fuxObdJRbamj3sRm/8Cr/AcPwLq3FCrptjAIKzee9lvC4BAJiLWmxDX6ZfHDviSOCVILBpE0CEAL6C/bZS8l+93xPuQRgn4UOsxKk279GBzeif+v9CjMH4vU+lWiBj09c9cOllHgDVBjV5sA/lGIlXEcQGzMPUtDn0OK6H9Gys74En1GMnkaN2sONr+NP+3oQgZuJXqb/T+jgYBIYOzXYTYYsQJRIJLFmyBAsXLsS6devg8Xhw1FFHYfz48fjpT38Kj8etzb2TYPNmAOYbkDOQ4t98fx/5PZG1odevhDK04SY8DC8SGI6l2IlK3IIGF9+1OY7Fp6bXbDLcHDqwGf0Rf3I+tmKSgxa5Oy5/hZkIw5e1+1kDoRS7sRdlyb/dbVcQGzEPtRiLF7AUw5h+s/p/Xiy97hkMnVkDHyiNZFiBB4nkSuSB/juQvqvFXPykx/PAQVu3SqE/NiMOL5ZiGK7D4yB4Mu5L8EIiEWx9vxHVGI/n8TzGYyxe4Lx2Ox+bAWzHdkaya44EgtgIwINNqE72VeY11tdt9TOm/71J2cdzJgI+H7IOq+KnRCJB559/Pnk8Hjr11FPpsssuowkTJtC3vvUt8ng8NHr0aDtSrbyGW8ld3RXnC1Guu0Wvf9M/M88zlZ2imc4jGCQ5b4OVaNNmMWW0Shl2Mfafm+9L/Vk2beYyn30CnnH9XlfhCYvZ7tP7I1i+iyIYY1uVJYcNYLWT7I79tp9VVgu2pEKO8O1LpcqY79ptZy6kB7HkEStK2ZbRWGgYq8y99SzZx9UDuLneu2pD9Kc//YnKysro1VdfzfhuyZIlVFZWRk8//bTVavMabiV3LZy4Ftks7HYxbJMyTpXYTosxglpRQ42YSLNRS3fgXjoLy7L0PE42XefEoQw7MzaIqpI91Nx4kOjccy1Em05QKXbZWhCVhCyMessZw/Pz3dgvnuS4dPs+WgHwOnJNmcfr8SSvs9tWOWyA27Zc8picgCbX32srami2w6j3vIo6rhgfki+latqPIgqjPiPidSW205V40uXnGt6RrsohXCVEP/rRj+j+++/X/f6+++6jc845x2q1eQ23krvG4CvwKLq5K7WYzZCbqsOTTRmhuZA8RKT8UZkxVKwtevrSrOn4jYUxmCAvYozXSoU9OaaYA24UtpxuZmPKPsHgE3TVvPixLSsEE8hMiZHLovTOi2IY1WI2c/w3s1KBHTl7rlrM5pbbzFVC1LdvX1q5cqXu9//973+pb9++VqvNa7iZ3DVSeS2JzcB6kdU+UQyjC/BX8iBmeH011hucHvNXtViOHTQdDzgkcfw3OraiHdjOOMZQ/r6L/CvGMZmCzDnd3Ft/1Gl53EqtYW/s2B1v+TNGoxhmkLi4cOO6KRNpO/U2s7J/W7Zm3bFjB/r21Tfe6tu3L3bu3GnLnqkrYmzJIoQxM9fNyDOQ4XdexHAYPjyLCfglZuAfuFDD8C+9jk0I4jlMBDQMLDsMPvMPu9EHs3ErvkKlg1r0DDa1+oInPLgVv0155nQYouotO3J78vNd5B+M3p0HR+Mz3IOZWIIaHEI3TMW8ZM+q+5+/U4MHCYSwHkOxHADgQwLzMDX1HX/YGctWfyOPy3wwzif4EMM2BDAez2NjhkMEj7nN8nt35up29MVyJL3Mkk5IWYFVtuX1emnbtm2632/ZskUkd2VBJCKJBAFqRzcqz6F4slBPEbkv2TqBFWofp6vLWO1IzKR9olgv5RlG7e4Vo0StfFTWhTof+BfjHG+FXVL2b1mUEFl2uyciXHXVVSguLtb8vr293SFF6wKIx4GpUwEiLMQYTMU87EafXLfKNmrQiihGcqiJkB+nLyuw22aycG2+9EkCHlDSjZlFqqCIW4Rl6A+2k94ijMKzuBxP4erkJ/ny/IWL3SjP2r2q8BV+P+1jjK04FZi3DNixI/XdaPwVFdiF+ZiERtthG5yMh0JcY/TBL6aZjPzpn/7YAoRCWY1HZJkQTZpkPoivvPJKW43pMli+HNi4UQoahuc5CB3lGowGMss19u79rq1gauqJRxqf5T98iCOeNo1Yn6GwnhPJAHSU9jfbM8gxbIZiOYLYoBvbxJOMfzIcy3ANnkrds7CRL2M6e224Dn/A2P/7naTq+MUvEF+6HMuXxvHXJSV4ZsUxLmziVpAP7yKfkfv+kdeBoVgOzG3Oajwiy4ToqaeecqMdXQubN6eiVEsbjPGi3wdf4UL8Df/AaOxAJezZwGgHEXQ+AbzYYSPStBdxJBTDL4gNmIBnMQfTQchBQC5b8CCObmhALfpiKz7BIDyO63MagDEf8XLxhbi0vRk+JNCAW3AJWpAZ2E0K4PczPOlywNJsw+0NJl8IVwe8IGD7dmD5cizcMRxTpw7Hxo25blWukX/vSR9uHZ6V9WvXLduXzfXfC98fm4GxY11qgw4cKee6CNwIzMjqhtqAqa5knOZts1SWik/Ddv1ijEgLFCjFRslVoDxOum50uL/WI5zzdvErRl5qbHX4PV9RHWYx2Y9IoQZy/cydubg7x+TYQ5Haf8lmkl28uL2mueFF6pbHp3G9ocq9FAm/79jVXoms5DITcIChQ7Gpz8nATvNLA9gGHxK2Q+frYTcquNa3BxUACKwh3b9GABPxLAAgDi/6Yivc93pyB7JtTBxeLMdQbEZ/DMdSzMfVBqHvCwlGXmps+Joq8VvcpvENZdTTkdJCgA2y11auxxnBj68wHMskCXjjGSDKfL9dD24/v7G3If86nSC93kpsw4X4J8qwF8fgM9y44GIUnTPcpXubQxCiXMDnw/bR1wLzzS+V9e2fYBBj5aw5ZtxYPNkXP6WB7X24C1+7nuBV3TYeC3WHrls2jleqeirxVdIAWf1OsrFJ5FuyR71cVvq5rdywd9O/ZyFDfs+sz+ckSat+glYA+CN+Dh8SWFp0DjZ+JRJ95xbOx3kP7MNByEmc+c+bHQjg6ZTzBDB74j7Mezz7mjIZ+bRidikERp7Cdh22YyHGYCbCgKmdEJDbxZ5lOCUQVMQnicOLeah1tVUSWDZiq/BiF3rjTvxaMxbIDviT90nvlz74CkgZkWuB5T0XIqz0uRvjWCZaRn1fyMidJKIcu1GLBlRiB+Lw4q+HRrncFoFswE0ypFXvph0lGD8eWLjQpduZtYYkmaaAAXbv3o2Kigq0tbWhvJyP++rSpUBNjfl15+CfeKvbUOyMlYE9UFZ+n4DL0Yaf4UmMxt8Qhxcj8WrW7t0d7TgM7ZAR9qCcPmb9Lqk2mnEpnsEV+Csu1vkNr3eY/2NBgDeyKxnsgf0owuE0Fbwf23AYxdzU8j2xFwdQyqUuATXyb43weAjBoAdr1/JxMLOyfwtCxAA3CFE8DhzZ7yA2fVWMfBuQ2UQp2rCXsz2TMXK9AEhqtnU4CmMRwd8wOsftETBHrsdMviKBDqmbeyRsMUbiCjThq5y663dGZOf92UU0Cgwf7rweK/t3/vVCF4HPB1w/pTu6+kKbXTIEpKtNcgEvNmIAwqjHf/HtHLZDwBrcSDdR6PBCSyXMDwQ/tmMEongUN6IzqTq9iCP3Y0p+f/m5B23+65tZv6cgRDnEsYPycyB2fuR+EfgV7jHJ6yWQL5iKuahkcQkV4I6vUYW/YjQuQQSj8ReX7pJ9kpWAD0g5XJihc5BAq+j/zIOSKiWLEKtxDvFJ6xe5bkKXhjtJJgU6G5pwBUbiFQc1JOBBNhd2pxtovmzAkjS3FnPxPMYlbe7cuk82oO5XVlVsLt32cwEpce33t78gZXXIIgQhyhHiceCPfz0C+bP4dD30wm50xE5SIgH330u+LUICetiOKjRjAuyPCQ+G4D88m2R6P7vqpQ7ili/rkpQP70o8nfy7kOeNuu1e5E8/5xOkDAD/wVnZzXSPHBOi+++/H2eccQbKyspwxBFH4OKLL8ZHH32Uds3BgwcxefJk+P1+lJaWYty4cdi6dWvaNevXr8f555+PkpISHHHEEairq0MsFku7ZunSpTj99NNRXFyMQYMGYf78+W4/niGWLwc27eyFwp7ghY296I0JeBZBbFJ9I96JgBJObS0I/8HZlq53Drm9WlIJvXsS6vEr1KIBPbGfQxv44QA661opZBJ62Iz+QH++AYnNkNO3sWzZMkyePBmvv/46XnnlFRw+fBjnnHMO9u3bl7rmlltuwd///ne0tLRg2bJl+PLLLzFWEbUpHo/j/PPPx6FDh/Cf//wHTz/9NObPn4+77747dc3atWtx/vnno6amBqtWrUJtbS2uvfZaLF68OKvPq8SmF7JvMCaQiedwGa7B42jFD/FnXIGKlK1IZ1x8c4Wufgq2uszyG3vdcIi57u44hF/hHszFNBxAL3THQYh3J5ArfFL+7axmugcAcEsYwgHbtm0jALRs2TIiItq1axd1796dWlpaUtesWbOGANCKFSuIiOjFF18kr9dLW7ZsSV3z2GOPUXl5ObW3txMR0W233UYnnnhi2r0mTJhAo0aN0mzHwYMHqa2tLVU2bNjAnAuFCbEYNZTc5UKeGFHsFj+2Uzl25bwdooiSP8WtfFaiiGJWEhQs28klpZmVXGZ5Ja9ra2sDAFRWVgIA3nnnHRw+fBgjR45MXTN48GAMGDAAK1asAACsWLECJ598Mvr27Zu6ZtSoUdi9ezc+/PDD1DXKOuRr5DrUuP/++1FRUZEqoRDnzNv33YfA/rV86xRwhK/hx27wiTElINA5kHtvTIGuCg827umN5ff9K6t3zRtClEgkUFtbi7POOgsnnXQSAGDLli0oKipC7969067t27cvtmzZkrpGSYbk7+XvjK7ZvXs3Dhw4kNGWO++8E21tbamyYcMGLs8IQLKmnjcP1fiSX50CHMBj8SceDREQEBAQALB5XnNWXe/zJrnr5MmT8cEHH+Df//53rpuC4uJiFBfzTO+gwPLlwI4dGIrlKEcb96zzArmEOE0LCAgI8EL/HR9IeyaPkNUMyAsJ0ZQpU/CPf/wD0WgUwWAw9Xm/fv1w6NAh7Nq1K+36rVu3ol+/fqlr1F5n8t9m15SXl6Nnz568H8cYCjfCdnTP7r0FBAQECg4JVGGr+WUCnQYeJBCSk4Bn0fU+p4SIiDBlyhS88MILePXVV3HUUUelff/tb38b3bt3x5IlS1KfffTRR1i/fj2GDBkCABgyZAjef/99bNu2LXXNK6+8gvLycnzzm99MXaOsQ75GriOrSLoRLsUwtKcyCQsICAgIaMOLNvQGOlHqDgEjEAgezEUtfEhk1/XeuQ23ffy///f/qKKigpYuXUqbN29Olf3796euueGGG2jAgAH06quv0ttvv01DhgyhIUOGpL6PxWJ00kkn0TnnnEOrVq2iRYsWUSAQoDvvvDN1zeeff04lJSVUV1dHa9asoUceeYR8Ph8tWrSIqZ1WrNRNEYsRBYN0F36VB5b8oogiiiiiiJJPJUGV2EYx+IhCIXLqamZl/4ajOzkEAM3y1FNPpa45cOAA3XjjjdSnTx8qKSmhMWPG0ObNm9PqWbduHZ133nnUs2dPqqqqounTp9Phw4fTrolGo3TqqadSUVERHX300Wn3MANXQkREFInQT/B0Hgy8rlzU7sTCxVgUUUQRJV9KGDOIIhHH262V/dtDRJQ9eVRhYvfu3aioqEBbWxvKy/m4Zp856Cu89VkVl7oErMODOAi+1N89sA8HUQJhGC0gICCQDyBEIh4o4jDbgpX9Oy+MqrsaWlogyFCOQfChAbVowkRMwAJBhgQEBATyCh5MnZrdhPeCEGUZ8Thw4425boUAAPTFVnTDYTyHy3LdFAEBjiB4spKgWEDAXWzcmN2E94IQZRnLlwNffZXrVrgBQqEtwOtRjRvxKEREXoHOBQ8olZBWQKCwkc2E93kTmLGrYJM6sXqnQeEtvnfgwVw3QUBAQEDAANn0uhcSoixj+/Zct0BAQMA9FJaUtPDgpH/Fuyk0BAKU1YT3ghBlGYFArlvAA4WnHnOGwn7WXtiT6yZwQKG8A3uS0ipsS9r9dGWYv+NKfIVytNm+A78+dvddDcRnrtbPDmmtr8RXyP4cJDx644fw+cyv5AVBiLKM6mo3a0/A7YkqoRBsbviRtkrsgB9fITt9yxOESmxHLeYgf0is3Tbk+3izC+kdTcYjIHhQiGOMF6qwDZdiAcpUhKcMbRiPZrTih9iGfngC18DaeCb4sR0tuATV4GOzUAW3DEEJpWjDvbjbpfqN762FutLH8Dh+juyuIYRb8SDGH/9+lu4n31bAFDwDMyYDVec86BV7SVAfbKcHUUuNuJzqEbZcR3fsz3q7u+MgOQ+2mKAJeIZi8FIEY8iDOHkQz7gm++8kzvhsCQJiDNdk+xm07pePgTHj5EM7x7ZpBQONkx/bdX9TijYqw6486Au995UwnRPl+JpKsZuQcV1HPwewhdrRjQigWGWAouFl1NREFG2NUax6QMaP6jBL551oB1yNYIxUd58qakUNVeIrg/boFw/iFMIX1I5uNAr/sNhXbNdFMIaiGMb5PWl/F8AWasTlFEY9BbE+7ftA+QFqbiYpOKLHQxGMNRyr6n4K4gtqRQ3VYjYFsNVSm6fht9If0WhW9284vlsXAO9I1cnxRR5Prhc1tsFZh1mpD+xM1HOZFw532m/ndwFsoWaMS/swUnolBX2b0q6r8myjcd/bQPX1RDNmZOeZStFG+Ukg7JUKfJ3zNmSjVKk2BT+2kUyK0q+NExCnMOopBi/F4KUwZuhca6306mX3t+ljzYfDVFf6CEX812ZspEF8QWHUUxMuoyiGUQw+3QOF/Fnkew8Q1dcTtbZmpmqoq9NsVAvGZWy0PhxOb4t/H0XC75PErqJS/TAiVPol1dYkuWrE5Uy/Ox9/y+gjreL3Jyjiv5bI46EYvBTEeg2yqf0+1KWy9CCF74nRrZd+oXNt+rMQQDF4KYrh1HTnexIRjak2rWCQYvBSK2qoHmEaX/QX0iLE6n7qqHsYNeJyuhpPGozlBE3Hb6TNkUPaDiJBiLiDe+oOksaX3585kIuwn3roSlSsbIK8NkvpRBSDNzWwjSdqZmnAVE5tcatIuXNaUaNYxL2aF8cWt1K0YSXVnreGAhXtaV/7vNkhKeXYRU43xnwoU6ZIEoDGuz7kXHecqrCFqrHBoJ/ceE/adXqQoFAwQe2LoxQd9ztqKrueWlGT3CS12+dRzTsCKIIxFKzYbes55APYVVdZfy5PkqBdhSdoCh6iBkxNSXMoHKYYfNJGqjd3gkEiv19qv4oYhPAFRTBWf/MzEanH4KVo+UXUVHYdRTGM2tGNohhGTZWTKRpellllLEYR/7WpZ7LSDyHfxrRNnvVwKPdJFMOoCZdRK2poMUbQXfgl/QTz6a4r1nbwQMVpWV8qrSchlj4L35NOZlpaiALlBzX6fUxmY6dP19+0YjGJVMrkMhaTeJJ/X2bd/uskIqt+d6EQUSRCkZYYBcvTJZ+pQ6g8WDmk7SAShIg73CJEHo/+oNaaWD2wjzymKhB3ShTD0hZmtgUlQaVoo8UY4ei0435JF6sblqYm6d1xOK33wF6yfurPbV/16EF01xVraTFG0IOodVSXLA2PRp29N+VnytOpNE4TGpLY7EnXPJ5Ex9oub3awtpkqP4jBS9Gq8dRU+waFw9r7jcE+RO3tRD6ftWfQ3TwBaXNMSg/SPg8EiGpr06QyqfYniUEGedJSj7AOjtbWjM2aiDI28Vh7LLmBs8w5aY2rHb9eqrI9WVdtbfJZfIakFkhkkFrdPlRvDsn+1CORdaWPZhKRkA6HiESSpFWn35UlGLRMRGIx6WDTVP8hRetbKdaq3/9KphaLkaQarZyc3ibdB7EHQYg4gzch6jj0WFmU5VNBbiQDTZWT03R8EYyhagYxsFw61Dx6z5X9Z1IWrRO5Vom1Ri0sqJllHJ6zoVN3s1jr+0ikYwCbbwg6fe1JpAkE5PlgXYWcyLBpSNu8PR6K+K+jYDD9GUMhoukXrsmKbU5qbVdJOppwGdPvm3CZVgemTtB6+43BPqSngUqV6dOJog0rzTdPoIPEGN2wqYmts9TEwOlvNYhatGo8+7uTJR1akqtk3aaqQJZDlhYRVPRnrDVK0ZcPZRAOoy7X2GxYJydX6UzG8zQ2EjU0SP/KjWZ6EPsQhIgzeBMi+yfi3JVoeFnGh62osVCH3qk8QZeiKefPl3pO1Yk8rQQCFH35kKP6wz94RUe6JJ1Gx6I5i8/LTrADAdUaqTC0tGJsLkts1OutHbs62cbG7OQba42mr7ftsZQ9xEzcbTA27ZWGBo21XTXp7UqIOjrSmY1FXV2mpMjnkz4nInOWauX+rAteOGz/t2pSoZDGKUsTJjJVV49fUgw+Y2KQ3Mgjtf/KUP8YStU4vUMm2NlseLdLS4IoFxsSKasQhIgzeBMi1kNPPpTU3GiOaCwubKdc4xKnSkbPhWwUzRO5XFpaqKnerr1LnKrxhandSABbmOtz+qwBbKVmjKOgb1NSfatzXUBStWRAcUrOMKz1bqQJaEp683R8biQNN1o31c8eZFFFpF6qSnqg2iQiGJNh8GynpO0j6lNvY2PaxWa2eKwSSydeOO3tEnmbMkX6N+Md67FUq1IEVhGgVp12iJmBVISZiAYusfR8seoBbCopu31oF042Gw4eXnrE1PS9c4QgRJzRuSREkiSiHLtMDaNTc7ZFe4Hh5xqaP0X3RJ48OkfrW23XXc6ooglgq+FG6cc2HamMVGbOlA329d1ty7EzZRirZ2vDtGYnN/5Y4wJJzdIYT7O3yPjc5NAp84ikmUZSmpb+/MyqiNRLjabfRGOTaEe3JCmyJylK6ystZldVlfEjLuoWLVURT2g9ix0bj0jmgUqzE0MhiZkpyWRLizViZrDAmhPRBIUCB6Txywo7CzpPOxkjlZOTzcbK2NJqA6u6zmVJmSBEnMGbENkxbORVZFGuvgeDxpzVmVR2PM70SiW+4lKP3ZI6kXu7p38RCJAUjENCrDVq8sxx8uoavrM9Xy1mS+9GJbWR1v8ERcLvS2L6wAHt9xWLUST8Phl5oqg320jtvzL3vcABiQznCNJerLL/YVFFKIvXK22oSuiM5wjGkF2btlTfs5yIVffU9rxifEYtNRNvmwxe9YXDbM8UCKT/HQwaW4qrYSIV6Vj7tOYX2wEgrS9YpTD19fztZLQIq1INZd9Aj11CpNcG1vdt9X4WIQgRZ+ReQsQaiM+4PIjaTDdedTAuhXNIas4aTHgWYsW0rqPeliusvWIgdXj2WePFPxajSOW1uif7jkB79t9VFMOkd6NHeDqa0tHU1phkbFlbm9pQNFVZepttNEqx5ojkwaQU+2dBx2+ElCcKJlIUw9NVEVYWeXXH6WwSEYwxDT4XCkkcOWOY2Iy6ymIHpVvUO7jZBpnWseoHcBl21TcyU9HsdA0wLLAs8ysDen07cybjxI6y9xXL+9Ej3+r+SolbGeeLFYmNURusvmeXpJ2CEHFGrm2IvJru+VZKgvzYpm1wCq+k0jBaY0wWGK2Nl3mtU9hK2AmWZrUfSrHL+ETOsmhFIron+zDqbbdPbTcSa1zAtmcZGN8wbbYVFUTPPWe8iMlSMjc2UtbFX0tC0NxMVFlp3rnBYHq9BvYxMfiodeYyqq+XDvWLF0te3aaPzHrSUUtAnBTl5mW2Qcq7fUuLthTGbeLr1FZA/Q71wGh3FGuPsQ9li5I/3XfEAhZSy0K+tazmWdvMMhYcpF3QXJeEhKgwkHsJkZNiEGOHdaIyiF3lAV6L2aQfzl9fMiOr34wD6VkJSqm+VpLeyPfSJQmsp5RIREoxoKqnqfQ6xjYy2I0wkjMuIc/NFkufj+jWW7VtYzJEihbAKtEg0iZOViaTlieSUfwcq8/DetKRXY4bG4muvlr7GpnETJjAVmdrq/nmFAgQTZtmfE047J7UyIn6Rtk+FjAYhDNzeyf5lqwaT7OSWiebiDy+W1q0owP7/dJ9zDrIYhuUe4Q67EjQt8k19bwgRJzhRhwiDRtLV0rQv0+KBOvUU8TCxqslPfFjm2HMGGcG2glL9zIsVsXara2UEiW0tlK0lS1wpnpBUMfPsURUszGQmAabRSkD6+JvBCviVi2yq7Tidio1ceIirmcfI6s7zEp9fe7fJwt45C3S1RtHM6WAepGSLfBwR+TDirrSbD4r1wWb6scYfNRadSnV3xWn+vGrqRU/zJQay+9GTZbUz2KhDWZaBL1wHDwgCBFnuBGpmnWdK0Ob7bkYDlNHOHheniKMG7CWFMZIMsPqwj++6C8ZrtyZuZNU97p4LptdRiDg+FQsrWmJDIPNjonfkRxSsy+skIF8C2hlpe1WFn9efaBHdnkQM+Uz2Yndo7VJsnhmycUNQuSWa3gkkummXtWXvV1KFaGZQbHqwCKnm7D0up24rre2Zjy7bputEGobc1/PPs6P7WyHRZtSqsilzyY1BsYSfreczQQh4gw3CBHreJ6EJy3PQZ8v07GGm+2H0YlaWSzaSUTLLmRbC8b9zjx3krpMmcLWjtpaR++UiKTTp1/f6DqlFjPLscCCfAxoxZvImEnsYjGi6mq2ujImBfEjZup4AVr1GJEL9fxsb7fmsqxIj5GT92kBWt6DwepkYlPWdoXDxqxGa24FgxRrjpi87kTm4zKMVd3DnlIqqWJiHb9JOgycf5FuXWmf1bemgovqkW91HS0YR/oelBZSFynHA6Mphd/zlc597U15qxCEiDPcIESx9hgFPRsN83v5sY05o7JUpAGv8BJ3F8pFvLU13fJUXtCNROOBQMqeIra4lS1QXWvUkqSKACnqXDZmomLBM3SnrqriY6ScbxIiK33pJCWDus+17CC0itbGzrrZqR0PlO9NK6mYush2GXrPwBC3SLfI9h5O7XPcnBuKR9V3SkpkSHp128NiSK98f0niwZpoOu1xTfpW25tzvTTX5YpUxFvvN3WYpWFusD1DshMMEkXqVmiqH7Xq9uIwGZOShKVgp6no77VvUBTDqR3d05LXyomyr8ITlocab2czQYg4ww1CRNGoSTZjSZJgxbYmhC8oEn6fXxudwkqk21jMXLKizCski8ONFkZloDezzcLpKVhD0qB7auSlinB7E3RSzFY1HhIiOwblDEEalUVz4/LvsybNkIvW+3ZqFK+UajLWZcvNn8MuZW7yppIayaSC4Vkak2SnEZenPZNdD9im2je035MG+dAKF5Jas2RD4eR4j8Gb9ETVc/zQjx2WVr+8hNStyCBaTsKXGKYuUs6Jyr1pH/s4Jh0XEqI8hyuEKLkQmwVmi1UGJJsU3dQKUuqLVvyQYsEjsxNPxAqs2C9FIhTBWJ3+GGu8oeiRLrNYHLzIiVVpjR1VhJ6diVMjVTcKi6rLSa4suwblJmk81Au/4WZnJUCk1vPwMIrXMtA2kC4ZSjMcvM9Ye0ySok15jaINKzUjPVueIlr97PGkDkFGZKca62kCmshu/LZo4JLMsaeyfVqMEYbRzT1QqN+amiwnxGYeUoqo8FJsJfuhSwxTF6XNCS3Sxul5hA1RfsMtCZE8EgxPbOFwx56n67Y+1h3jR16wohbSMrgMHmn8bHqkS8uOQO1eziuEflOTvZO30UZjppaRjTH1VC6lpXxWXqtFaZxu5gXEKkFUw666UN3fOsTMLAwEc64xo/s7UXka7R7PPqv5G1sEj2GXitStoKBvU/rQ9G2SpBcK2DF5S+tneVyEwwySEJspWJT3U42VSESSDtoZcpHw+0yGxU6GNA8NeitqdL80D43iYDgLL7PCgSuEiEXd4fenFiLNPV+WJPHMi5MPsGNXo/6NnP9Ir2+dxM7RQCT8vr2Tt54qgsVOSkkc1M/PYGRrmcB9+9tsq5usxmHxbbbrAWlnd9XzItQgZlaz0TP3pfJ9O43crNVH7e2aDg22CB4DMY3UrTAmWQpSxBqSQrefKyqIamsle0PfJt1nsV9UxFDxriIR+UBq/Z6NjUR+v/NMA3pFbiYPHwsjQuRm7spQMOHaFiYIEWe4QoiIzNUdqhGS2vMa45JYunFB9sLuFxJ4eQ4xQnqNmYslk2pFS0Jkxa5E71ns2MaYEThWz8Fo1DykvzIAoDqZJ8t7sXMcNvIiVBEz1jAQjZhIYdRrhILQ6cvk+47FSFIxsZBRdb8bqJyV6jIlSWM2JlbakJgQ01h7zJCYeBCnkG8jxRZLzhax2XNt5z5UqnLc25gTdCse0HxXklecPQJ21VVutDWjmY4Ip1ym4CHd8cg6J6z0dxH20YOTVqVilbqxlQlCxBmuESIifjGCBDrAy6WbAabcS0+1okdkdE74ysIU9j4a1ZVaOLKNCQSM3WyDR1L05UPUVDmZXW2okBqxCAdjMWnxl+4xnF1txWLXlLx5tGElU5Xl2KX73tP6UvG+NQVnWgRK6RSQtBGJNqyUDkTqvlERUNvGxOOfZ+j8ZB9NbmHrdgXJspv7UFkH/41ZWZLu54o0IU7jMlpwiLNUPEhQyL9X8ryNSbkMJRsl55IorfHIn4hmSs3ciAUqCBFnuEqIiPjFCBKQwMulmwHM3Et58tZTRZgYxBIMJDu1/0qvqiWWadeB9dSMcc5sY2prde1+IhibYWPBpDZM1hepW5EZn0YhSo/FJMGSeoOpwlZqxrjUB5pEsLIyFZiPBfv3E3kNeVaCzAx2O/rSl3rfuoIzLQKlGCOG2kcNl267nkaGnNGmFE1tqKtN1owDmSrHo5uqG8iBU2f8KrUk33WX/fqsJnzXH2sm4yUYJKqtdZRLUav+ZoyjVtRQPcJ0F35JVdiqG3SWx7NJtkR81WeCEHGG64SIcsyJbNw8rzlcFiVEzNxLuSloSQAZ1GTGkp2E5OIbjVKk9l/JRSvTCJ91k9R1v5XVYardOeK/TmehlO5Zi9mGEqMIxho+W12dWbihBNVhlrkqkOEIysBLLZVo4JJU7ixmaaKinaaRlcPvpz5kywmoff9AQBJG6XaKqhGsxKQe4Yx3ryStYdSbBzJVfOGmca9cqsoOOK5D1go7rcfvTyRtkDo+y0hFlHw39qRn+h7MXk13evvqQ5biQZxC/n3c9hRBiDjDbUJkKa9OHtzccXvdZlNOXbotgJl7NazUf14G92tzo9gEhXwbqR3dTDYLtoUsw/1W3WeKdxhrjWZIdvSKlsSoHd2Sud30F2ZzNYBSYmOwsWrZMCneh9OwQFql8c9xa2MFw1ITiskczr83RTacSk+CwY5IFanuadduhDwmjYLLmr17udThN+TD4bSPvThME/CMpp2V03g75sWZFMTvT2o6w8ts3jtBtZgtBTksvYgae/xMM86SukS9P3SpPzLb5/Z9ouFljtdnIkGIuMNNQsQrjVK2bu64vdlif05cui2AC/fS2SntGMWyXme6GLGo+Iybr1PST/0RjEnGcuG5WGu8ByNVICP5sFsCAanrmPO0IpxSs7FuqPL7csO+Jhg4oEtk9ImJtoRSS+LDGttGTajs2kllq/j9CWruc50NaZZE6rWiVst9oJfeoxU1SQN/s/s5JZPuE6KmyslcDq2CEHGGW4Qoy85Qjm/uqL2yAYjeDxlJiiXhEoPBulYKKavCK8fcS0OubnexH42Io0VIljSlEQcTI3/ragGJnLRgnGuxWfSKpiow+aLsneYZ+tSGxKkSX1EYM6ix8iam65sqJ0vPwCghqsAOC/0ubdBaak+9hKFG0j4lMe2QfLK0JZ1QyQRAtm+R8j5mR3rB3m8Jmo7f2GiXPC8ypZ1APKPPtdJ7mN+Ph3RN7x7O30MUw7iYNQhCxBluESIupi5mDEHve9ab19enfme7vZGIeQJOlgBwdoRLGs9vlJ9WHbfRrH6juipLD1D4qs81o/amQdWx7qsD9F+Bx0MpWyRWVhie8KGt+0keWtndvHQj8Xo81FQ5OattYSllOl5s6hINLyPyeCgGn2lOwCpscdQmWUrhyHg7SUytq/g6yLT6wOAzzdfFv/QoipncM+G4v7XqZEnvwd4Xbq4zRnUzSHM5OL4IQsQZbhEix85QZgxB6/vqaklSw5gBPiWarZxM9eNXW2+vho7NMIidDvvjpVq0mhfWqH6tusp6tlOpZ0/6K0lG7dVNb6DQu9k3inV+IrOjuYzUrSA2G5/8KEa5mtz1XrJbjPs17RyRjPLekStLW7pQijZHbUqXUtjbTGsxmwhOVHzuGvZ2rZKwFRuKpajjc5m9wwy1qpAQ5R/yUkJkxhDq6mxbh8qEpRazk8au1qpItVcjpo6WKijNbVqD/VlR1aVi1NR/SNH61lSMDqMuMytawiv9uvS9u/weVfA+ZXqDZIVRDLe1oPEgJK2t1savWWA+PkVbdWC9H+IUwBZDo9QYvBT0bHRtc+Bd1GRdIuj648CPbdzGitN3HsCW1Dpjr47CIOCFUMKoz1iTvZykba2ooehdL1NTk7S+tLYmBc+tMWqpvF4/jydHexFBiDjDbRsifYPcBIUCBzIjUrNYf6p1P4zF3HbFeEFVnlbVvsvGInbJbZqiUTtZKKSJHc7MNVSN9RQuf4Aab36DOdCyXpGJnj3jWwMjUwUpyqXaxiiQsxZaH1zpepsC2EJ1mMWomtH2MtOSYFVha4cXD2pS0krZrimTFOUfSVILg40I+syx71KwylniT95FJqZ8jerzswSwNe+ItlI1pZbat2AcOZH8GuWESyESoRh8FMXwdG0BZ8cXQYg4IxteZhkGuUkxZppHRnW19AMeWfxUJQavQtTO4uKs/d306ZI9QxMmpp3EzV2rpfveOi2WQTbYI71qbYb8NgBZeMWz++X0Bu37JRut+rtyt2jKqb6MzNKUNlNlPdpt3If9fZRjF7WX9CaCNW+0zI2HXSoSxHod754vqAf2GdTDUj9fMiJL9FgkqE4PA24U2Z6rFnNy3hbeoRaUJVi204BoaxUrUlGbz8sQlV7fYN5C3YqI37oboMuZGgQh4gy34xC1tGikK1IH3lIWVv9dxhLBmGTIdx7VZbrK1mFWlk6B7p5+5YMOj2Br6hKosEMu+JdwOHN9qqqSYtNYtb/Sf0ds7ylc82raB4243PVxoYzQqzwx70dRMkidE0LEt7hB0LNZohjmQE3svMgSNj7jWr9EItIiHymbxOQ5GsIXKamoE3KvLOpDpeH+oigxeGkxRiSN+9nGflrd4bD5BuhyXDpBiDjDbQlRxgbk2ZaWiiBjkJb11jdKtlj4ezSpJ4182nFzw3B3M1Krs93ZgPJHleHue2KTpJRiF7X36UtRDKNGTKQGTKVxaM5KO7ViFvGK78SzuEnQTfvIIwUftGWTp+zfUIhizRFD0wFrJZ4R4FFZAthCtePX60o+b765Yww6bYvfrxJ0xGIUu2tGau2W1bXy+E6zbxs/XtN8QbYDs6p+a525LFM1ZaECvRx08t4RRr123fX1OU9nIAgRZ7hFiJjzGqkGpuUs5TolGyHweS0uuSpa6mwz2y/RbzyeO2FLXM+zKD3SpuChPOgXqdgl6JIU2vmYUs4Jc+mKjt3c+PRNMmU6wCyBy7zO40kkpXvjM0iHtFkPp1jwSNONuW70/3T6yZjQV1VJec/q6w3S5ll7WZoeuRGMychTaCS9CQUTFKse4Hjgae09rJImAtKN3rKY+0kQIs5wgxDZyZLuKEu5RslPN+P8KnrqbOsea12V3NgtbksVzUsjJqb+aKiYmQd9Yo+gywSqZTqfEAnqORGLSXaDtZiT4ZWqltaE8AVF/NdpboBaCYk9FtSUoZAUBsJRlNRkZ7ZgXMaz6ElnpISkjGYvGp63Ge1kMPiKwSuF8GgiCk/4wDgX3ITn7L1k2VNZ0ZeGIVNYB29dXVZzVRUMIVq2bBldcMEF1L9/fwJAL7zwQtr3iUSCZsyYQf369aMePXrQiBEj6OOPP0675uuvv6bLL7+cysrKqKKign72s5/Rnj170q5599136eyzz6bi4mIKBoP0m9/8xlI73SBEVrOkm+eyMslSrlFqMdvRwph/xfkGOmOGwjU0anxwaWkhqqhgb1v+eC6pTu2uS7oKswQq2ilS+y+iaJTa98fsOm4q+tzq+MxU/5gRdF0e0CJt9HYNZRsaDOaE4nSn3jDb0U3x93ApJYnexheN2kpXo4gd29EZdg11FQuzrnRGS0oie4oawUycJr8sVhvRpqZU3+tLb8aye6VoqbfcNrDKGKj8SVHBEKIXX3yRfvGLX9DChQtJixDNmjWLKioq6C9/+Qu9++67dNFFF9FRRx1FBw4cSF1z7rnn0imnnEKvv/46LV++nAYNGkQTJ05Mfd/W1kZ9+/alK664gj744ANasGAB9ezZk/7whz8wt9MNQmQ1SzqrNMco8BxdfXVqcEcwhuxsyF5vwrbtgLPCV1rgNeCNLIcV9nUiQcHqBLVc9HTGghXgHsHWXl+GQvpZVbpyUa/RdXX26/L7M/vd8N5q4+5zn04P5sk4JlM8QLXRh1FvEjSvow/s5uLLKHJSN8ZFkTVoY1NjPLMuuyoZhoU5kyj5zDuJRaRcWSlNRNY4I9GoKYGzNEj13OPlvqyvd3/CuZCrqmAIkRJqQpRIJKhfv37029/+NvXZrl27qLi4mBYsWEBERKtXryYA9NZbb6Wueemll8jj8dCmTZuIiOjRRx+lPn36UHt7e+qa22+/nY4//njmtuVSQtSAqdSEy6geYbbFQSs1gSpyYaw1SsHKvWQnt47sbZRddRE/N1R5k2tutp9ajfX5U/Ukxfjt6EYNmEpT8BA1YCrtR7GFPE68S4JK0Uat+CHFmqXEpmVl2W5D/hf1Gj19OutvpTFbW9uxH1shnbq2GSZsXZcHaGz0ygCsmqog1kM76+musdHSosh8CGxYadJAC3DiMWFEKKxIWaqrjS3WlYOSte8rK9nqMwKL8SSPRYRDdGolOgUh+uyzzwgArVy5Mu26H/zgB3TzzTcTEdGTTz5JvXv3Tvv+8OHD5PP5aOHChURE9NOf/pRGjx6dds2rr75KAGjHjh2abTl48CC1tbWlyoYNG5g7lBXmY8vYW0KvzEZtWqA5OWu2clWzM+d93jjV1aXHoakoz85G7sd2bq778onZbqJaK2tbKJSuqtAyhq/DbyiXQf/CmJF60Jkzc9OGQijyGs0sDMEWSV2hSiQsjR29eROnSmynVtTon+7tqhZMGq6pcmENB8MlKSNlLIqymYBRXrYQvpAC1/KCE48JvRxLVhdc5b3NbKFY6w6HndlWyTDTzfIQNXPIX6ZEpyBEr732GgGgL7/8Mu26Sy65hC699FIiIrrvvvvouOOOy6grEAjQo48+SkREP/rRj+j6669P+/7DDz8kALR69WrNtsycOZMAZBS3vMxYU0DYsUMIejem6bdjMbuST+nEK4n+s1taUUMEKbhjlWFwR+NSUZEgWVBodw1nluw1JMlUNJqM+qofqboGr9jsG6m+khL70jM/tqeiycZiRKWl2X+/2s/F+o7tG19XYjuNZXTll9doZmEIJmqy6kjdCmMDWBbHCDuqBQbL61jwSCntjVXHH1arbpYKVYuikbt3qr84SxRMFmb9otcOO3ER5LgGWlFqw+HMrAUsfc8rCKJRPfbC+LP1o01YIUReCGTgzjvvRFtbW6ps2LDBlfuMHQs8/zxQXZ3+uc8HAJ5kUUL+m1Sfq//uwKbENzD+we9h4UJg4UJg4EDg3nvttFYaKl9/rX8v3vAggRDWYziWAQD+gQtB8CKzX9jQ1ubBf/4j/X/zZrbfqK9j/V3fvoAPcbQ8vAWX4VlovU9K9ukqnMpWaQY88HiAnj098MADIGG5hq9RheUYCmzeDJ8PePppm03RBKEMO1CJry21zY+vkv8z/418rcfGszfjUtyER5iu7d8//V8zVONLaXnfsAFYvlz6MB7H2AWX4HmMRzU2pV0fxEY8j/EYixfMK1fXywKfD5g3T/q/RzV/kn/75s3B8BE+TJwIDB8ur0N86sbcuWwVqhbFsXjBoL8uwdjQ28DQoYwNZYTewqwHjwcIBoF4HFiwAFi6VPq/DNZBowQR8PXXwPz5QDgMVFZKn+/YAcycKS3kCxda6/uxY4F164BoFGhqkv5du1b63AqM6vH5gDlzrD+v3N5QiP/7tAKuVMwBgPxRmanhdqRqpd6/ocEZuTY6bLhnCM1fdaY+MfMKIGk1uq9dCVE0vIwi/msdt5e1aOVxY+4TXJb2oJGIZMagvCYYlIyK1Z8bj4kERTCG4d1J39VitqE3j1wC2MJ8rdlzm6plVMIN6QCc0I2Xo+ntqTHoHBvAKus1WlDUoh43UyVo1R0MSoPTqthJqZsHkjmvhhmaApjWZbcNTU36Kie5lJdnPrcy5o5dNVxtrU6wOpWqKwspMJhhxyZDeJmlQ02IZKPqBx98MPVZW1ubplH122+/nbpm8eLFmkbVhw4dSl1z55135tyoWg+s0tUr8LTlMVdIRWlUyjOAZDS8jIjsS/mZfuffR+3obqnNvXo5I5WyB260NUZN45+n1uIf0yT8ia1PApdkPKjeHpJuHKzfZj+2pal/jEiLngGxTBo0I/mqOl2p7mE9VMgembpqGY9GfJlIhCL+a62pvdwKKa2lWtAjJRmBgzReLg+oSYSVeDN67XKy2bP0ByusuKBrERY7ajizmEVqtm6WhDAbUaPtjHO1KpAjCoYQ7dmzh1auXEkrV64kADRnzhxauXIlffHFF0Qkud337t2b/vrXv9J7771Ho0eP1nS7P+200+iNN96gf//733Tsscemud3v2rWL+vbtSz/96U/pgw8+oGeffZZKSkpy7navB1Zy3RP2pAH5XMbhOc0Tc7TsQg71J0/uiki1prFbtNbMWIwi4feTyXcz4/l4PAmK+K+1HPTyqqucPV9qb4xEUh/G4E3GnDGRZjzbbHmxjEQyJVJl2EXj8ZyuUTAzwbFSNF6WKWnVCXqaYVQcOJBBhpS2LaZRe+2GlGZ5Zi22rhv63r3Tty6stsWMuNjZ0N3oDyvugur3ZJVQsWbkNbO54UkKWeBknLvQroIhRNFolIBM4+VJkyYRUUdgxr59+1JxcTGNGDGCPvroo7Q6vv76a5o4cSKVlpZSeXk5XX311YaBGaurq2nWrFmW2plNQsQuXeWvproLv3QkiWnAVObwAJrzWieGEms8Ev2iOrmr1EPMh0/FxbpeOeH3LbY5QaGQFMDWrsG6nKVey6DRNLr56KftLZaxGMX8R3DLqWe76LwsXbJrYLycocZSei9p9C2T2ksrpLST59XbzO26TdqBGTmx2ha3iItZG4JB9iisrPVqFSVhYVHD2QnQqAeXSbLmUHCiInSBvBcMISoUZNOGKBqVIiDbka7qFzbyFMUwWwEblSduM5sM7WIcZdtpipGMk3ttrWH/a66LGguLtCEOpyZMpGh4mfS7pLjYSpvTperWvaZSj6NzMtOVZpz/pPXFMltB2jQHWrKtjDYpEn9VBaG0kntJGZ6ZNVie3suV4SS6I6DP1nm5vpuBRdpgpS1uETk7UgoWiZSdes0Ii96JjHXMtbZq1+0ySTYcCtaD1XFrlxqCEHFGtrPdywas6s9ZJajpY0tyyfZju3k8jyQhCaOevX6NE3dkwnPJ+7LUkTB1NzYnWZkxm9SGtxkdacdlmWUCJxdMFmLo88apZeb7aSflSOW1lg2EU3tcY6NhH2ZIM8wGVCAg1dnaKpXaWnuDUF0qK4kWLzY/RapzZdgwEo21Ru1JsdT3Zk1/oDcuWMaRXmHJGM4c+t5BjBdWaYOVtrhF5GzYsUiG28Op6YJnKFo1Pn2syDu9HfsYlvhLWuTLKSFy0Ldmh0QjvpMaClreGTz7jRGCEHFG1rPdJ9eXZpVph8F+p1tCgQNpnj6mhqChEMWm30ZB7yZikRSlnbgVGxarujxlfHv++YYXmrU/leKAdeOzMtnsnHg9Ht02y15VzRjXsdjKiRSRbmsTwFZDUpXabyMRKd0268DgQWzsFjNDU70JYOfEyNuQ2U6xGtXRzlh1W0Jk41DA1Ba3iJzFvtYLnJpa2+wEHjSTdBiwjliMKFrfyrae6fWNzb5lMecyW9tTj62wuYrBS62ooXqEqR5h4wCkdt65DgQh4oycZLvXmEtW5nhlpXRwiDUuMJz0KUIzZUrapIy0xDQNh+VSWyt5NMVao7obVspz9oKPMzJHV2I7hVEvTYjp05kejsmQlbVYmWxWFxbFRu+0zfpEMJF+ErMinrZin8Cz+P1sxrS83IVjMetxLJxlcDUeF1bJmRXVQSxmbITmVA1h81Bg2haFRFV9oEn7rGGlZtN1OYUFOxZTOzslKQoG2eo1s4XRGvdJT6tISyyTkCjJmVafM7wzXZs3lU2lmRDQ6lCQ94ByT1vmkoDt1p/LIgQh4oycZruPdvyGdY6nzUMbk0IGz70q1hyhaNX4TJVNczPbw3k8RKWlfOK3WJ1sdl6WovNSbfbY86oy9ICyqoaRSQkvjyfWMnOmrZOybVjx6AGIpk51JwiYclxY6XOrxqUK70Ld4sRjy8GhQOu5Ys0RqQmNcQqXPZAxvv3YnvSQ7PisqiqRdhCL1P6LgoEDadekSTKaIx02fhrzTpZYSEluLcSVUkg8dNciLfKvfFc661wHOVO3R8MZgEUClVxTWzAu41AaxHpqLruaoi8foqYm6QDNckj/85/Zp5T5FOyIV8b8XBYhCBFn5DTbvUqQYRbOImMe2g24o/i5rb1K64esimkjFcrMmc4SCNqZbCxMNBAgUiQQzugDh5ttx+I7kaKBSzqynrNusmVl1kL+8y7BoCsxRjRhVWJWVyf9zkqiTM13o7ExKp+7uZldAmXl5KEgxbpt8ful6+y6YGuMM817NTRQrD0mDfvaNzJtcUIhitSt0NgoraUp6ggnoZ2QVssGswpbU3aFLRhnyVYvzQO2sZEipVfqqthi8EqHv8Z45tLXGM/sE0V/Gnv5KsgZK2GORJL5ErX6Uot4mZfJk3kvDwkKWn0uCxCEiDPyRUIkw0DaKm2UatJhK+COAziJe6EnltJa4eTEW6ybn5PnZQmsZvSMvGxZ1O13kmncbrA4u4WTCNwQViRmSgklEfukVNhqmdqehMPpfW1Wd22tdSlZst1MbbHrgq0i0Fr3qsJWugB/pYA3XbITDBygSO2/iKJRankuxmk42c9hZ+f3Tbis451f/TddFZvswKL83O/P1GZqqcBYPVOjGMZEmGMxSiZsNnpW631446hPOL1De89lFYIQcYabNkQ2BTfawhYtMlFVJS2yWlFj3QjtbqSEBthcpvXiEOjVqV5t9AiU0+c1UcOkvFRq38h8PB4qKi3C5dSY1qpqyUlhsdtyqj5j7Y9U9l3VvS1IzZhsT+QQ4mZ97PNJ49xO9zQ1GaRHUaRFKbtQX12rXHD03kFybkcw1lIaHZlvTZ/ujomWvWKNCNQjTFEMp/bqoyhYudfg2VmJltR/KTtKgBoxkaktjXd9aDovnDp4GU4dTHWl3qZ68+eyA0GIOMNtL7PM9TepV02eqhxFZVWW6mp7eYVYYdWehTEAoO0Aa27YprS3a3poaZ7OlY9n1+VaLnph7Z0ya2U/NTZKz+aWxMhMQsQjoi6DxCwGr+TBozUsGOMEdag39Da/pHpj9lymmE0xeCnasNIw64JW1INgkKh55vvMAVWDWJ/mkdmKGmpFTYfaa+YvM9VvlZNTcbZizREK+tg8UDtHSX+/VeUHuN9DlhaxEo3Zs+27xDspsj1VO7qZqvbs1O+WAFkQIs5wOw6RlnNImvW92abAutm6pSKT22DVToalPdkKOMcKjfboSgrUj9fcbP4cdmLv8FSJWlWjBYNsMXrMbIgsRtTV5bom48WQuFrYSVhjdelFX2dtk5kAT2quFWmHsd2IvDlrtsm/z5LXuSjs78SDON2MOUzXq6eb8pxrZhhtt+gl29YLKWK1fjdNDAUh4gy3CZHmPqAcgGZxWax6r3C04E89hN1ZaNaebAScswJVe8wMIdMej/U9PfigdakWT5dAs/cZCKTbuljxcNKCxRgUhoIkA4mZMXGVctCxvB8r0dxvxhzTuvTaZGc6sRV9QtTRFg2DZZtGuKKYFw/iFMCWnLdDr6iTNROMEzazqw6la9xUXAhCxBluESLTfUDt8qmWHrgZPZUVvOSzjLE0XH8eM6jaw2wIGSWipia2sAGVlboEwlALaMezTw/K38mRqo3q0BV1+jtcrPV+zvqOZ8+myMx3k7GxtBLrqiQ9yXHJ5l6dMEwfIxdzT6D04kWMWuQAnA7ryl7ha4Sb3XZqk7lCKVXYmmd9LPVpUGdu3IoHdN5DQufzzHdY2uNQ2me887sKQsQZbhEi5r3eTOxuR47NQ6Li1C6GpT08bGR4QtUe1iSuTU1EkfD7GSeqaqynMOozCZKGmsiyiQ0PmxyrfdPaSlRfT7G7ZlD0wbepdmpc0+4lrQkKQm9EGFkIhJxtJBpeRrHqASanWOtzzV5evUTG6dp+XflScr1pS5ttKdKD/YXwBdVhFqPRd66fIbOUYnfO26BX1HOjHd2SKZOMyLM5ITI83HCAIESc4RYhYtYGKVw+NUtlpfWYMjwkKjyD+ykTaVqNT+TWBq9AmqAlvIxi8BF5PMybmuTxrHVyTV8MOmKZ+CgauCQVy8TI0U6zCyza5PAEi92LVvBQM7dxqwTC75cXW3ZpgdlcYyXA6UU7ebG9uoxLtiIoaI1d/iVOXsQM7iNJLlqrJlDT+OfTCHQEY6jakAjnq/ovH9sklUZMTPvALW8zgO85VxAizsh7CRFAdOqp9kaaE08sXrF19FSByrYpwgaovV/a2/k7kymhKWjx76OI/1rTJK6yE5z0e/PFTi+WiZG7csbioSG5S5e8DKdY8MjUD3g647FqUNPaHItRxH+tqQu7dQJhPVZNFMMNGxy9Z6ntYa6ex7wkRPIYmzmTqE8fPlOSZ6mqIurRg+VdZc4DlvpbF8coWt9KjZhIDZhKjbicwqg3IURO4xi5UfKtPeklgK1pks4peMj1e/I4twtCxBmu2RC1xyjo28Schd5xUR/NnapUWBnd1Vdb81ySbT8qA+nqk2+EKDLhuWQckI7LtfiU0v6cxQRGD8YbfIJqx6+n8Ph3k7nFtEW/1jWa9hbr1OKheC8xeCmM+qT9jKKPsJ4i4fcNQ1ex9JXa1MiqBjUaTbpyezeSrmF6ch60oobLNNAbciH/PuO5FokkuaZ+jj+jopY+mZFpC1PFMI2Z9WJ1/OlfX15urw3l2EnF2M90rX7gei37ojiVYxcVqo1RLova0+xB1Lp+Tx6WHYIQcYZrXmbRKHsWejtFvRopvY5sqlTSpAmtMYpVD2Cz74lEKFY9IJ3geLtn/EaWZNRidkbunY5w/c5OUqwbvhUTKa1otHJ3N9W+kZUFK7V4JCV3EYzJkDR1FDaVgRwBXUsKxyOmY1PtGxTFcKZrZ2IGl/efMUzlRLl1K9LGYIYdU3JO2A3wrSXp1XdfZiv2CAebl5kTomavxKkUbVSGXa7eI7vPlJviQZyqXPBaUx7SF2OE688hJER5CNcIkWLjMsyIbscwwCxgoQU3Zxm6qiOMNbXvkX6rbS8jf2BuAMt/MywvJ7r5Zm1yZDWaAZAeD2TxYqL6u+L0k54tri8caYtHkmjztJPwqgQnvCQScsJflmslKRf/DS0UOECRFmlO6NsxjTV1/dcdG0pJb8+eGRdo2buwTnmWEFCW+iK57mhJYrNX8lt1lO/PIhPsWsx27R7ygcGt/hE2RHkMNyVE8ggwdMeeNMnByI0SkUqy07CSTQ2noOdmqqNw+QMZSRxlMtTSYjxx5UBwVuwG3ChqbaFVEyl5Ere06BEGdxbHDLOwpCqWb19qudU6bHPgQGrcZ/99x6kS26m1akIq/x9LKo5YazQ1jxYvTktrZtBv6Ska1MWqJ5w7RTpsPFv6s1R+N715Kwp7OQcvWnwH1u+hPqwEk6TWzXkl2yI6ryvhuq+MIESc4RohYnUpb2+X4rmwxLBRlVjjAgqHM0+SWskFM0d9U1ozzQZ3sOpARroRswTfnqSnSL7EY1HGv2TIuGB58nNX92gsHjyd/1zpY8TJI6emgeS+K6lH9W2IKnVVf3b6vCOPVHtTi5S15MbXTNvgxzYKVu6z/dxac87uQcDj4S8dAogC2EKx6gGSXZcLEY+7WmH3xLIfP0kvcaybca7k/UeygbO/pmUjxaYgRJzhZqRqPYMEdaLQlukrjDNZp/22ww6nvOSQ5kBkslFKSoisqo6UZkq5XpCslwT5vG6Kuc0kLcZB8Xze9MVNa/Hg5fznVgnhC4qUXknU2moqHZHHKWuqDK0+6wF9EmP9XdsfG/KzyLnEGjHRkIQZ1mXLWJ+tRDGc0+k//4rHY9/Q2+o4CZXvovZvDGQynA8m4ydVqewmjYqe2lq5tjdjHPEMtKl29JEIfaaUx4zgeRCXJMQOYseyQhAiznCVEBFlGCREMCap8jAevFqkxor4XdeLTaWDsbLBKoVa4oSpX+oRpjDqM96VvMhliJGTUoSZmEH1CFN9WQO1zlymGT3Bakq5bJQAtkgZ15WxYi591lQ6EsQXFEY9NWJicrOwSh7MIuZm28YjngxmZ78Ov78jKoUbc6wJl1ETY+b1QirKDEhObODkkGlSbDHtuZpal6urKTLhOYk06OT9Ss94fzlTG+66yyzLQYK7Z6beIToSfj9TyuPbmAqQqeswdOtr7uynKghCxBmuEyKi1I4Wqf2XZmoCo0Eqkxq74vc07xcNHYwdFUx2N+XCM8JswmVEHo8kCQwvM/Xe8mNbhsdYEOspUrdC8/rsBuhT3RsJKWCeMou6inTH4E262usH3SvHTpNYMp13fBiV1taOZcONzOZRDLNof5JJ8nSJvU6YgGBQ+ozvs6S/d6U0ta7O6Dfshr6aKQTVDjEeD0XqVlDQvy/zuvKr0n7M2u+s62s9wtz6M+25VB2SIeV5VkpkbegwFAhIJ2eXIQgRZ7hOiJKjKda4gIKBA7oT0qjMRq1hriajkhYfRUMHY2bqpFWmTGFftGQbIn5uvtkPumZ1IW9FjaGyPBaTwho09plCk/Ck5jOlJ+LM3rNm9nV6P3h0UlUoC/uG27nIjNMS6N1OscYFabqFSISXPVHH4YrVPiSlBqy8nqKtMVNiLw95LTWJWTgDtfGwWQlWHdBMGspCIq0Y+saebaao94f6tp1J4hBrj0l9VP8hRetbKdYaJdq/n5S5bVgCvYZCUnoalj5gJ0T6B5NKbKdW1KQ/l5nlM6vDUCDgeqYBQYg4w3UbouSqkavcRtGGlaYKXKsn0QcfZL02QXWY5TgeSz3C0oSrGE0tGJd1r51QSBLFV1ezXR+sSrp6Gw2N8PsMxsS5jrircQpviZnu0G6kregKpRazFYOowy2ytdVp3drqd237EMX7lk/7OoG9rNqHaJEodSys2vPWZMQoC2AL3Yw5qUjVUQyTiKMKLGpGv9+Coa8VQ0l1UB2d2A26sekUHIRVat+KGmOClXQWsBwLz8zy2aqdhYukSBAiznAtUnVzRDKcTjJnVv0xv5Igv/crijWzDcZIhH3D79+f9USXrvJTE5kKfM221iTVfvJpRBnGvxU/pJnDo8SDPMj2A3rRr1ldlZX2DFobhrTO5pLsWItUXFkp9UdqwzOx+C3sxKbGpaLXIddUlnrqbXMpbvr7lHKEdfytpw6JtMQy9uw0ezB1cFUOyYNNSVQ0yuZxqxHVj5lItDIQOatGXMqwyyYnTC07UiUHMXVQTtoQKU0pjAiPaSw8gKiigujPf2ZjtlYYussJugUh4gw3CFGkJZYx4Muxw8Yi6WTDlDbcCMYyL2KxmDveLWpCIy907ehmok6LUwBbqB3ddIPqNWM8BT36qSF4zVk7kZv10o5IxDMf1EXsrsBp+08sZmi5GoM3aR+UD8/Ip3gQp5BvI7U8F7MVydq4mDtA6OZAVhjvNmEiRTGc2p+NUPSepdqEQqUOyYhO3xqVJEKancA5iIzeIsQSrkRjsjIn1GZJGWHVuFKeICxEKhCg2P52Q1JmmPNapbbWJTzlV6UqYCKZLITXyslZq384QxAizuBNiCIRSurmcx93R84YrUz2SWR+SrM75nUXIIMs4yzqtI60HtqeHE7a5vEkTNd4XsatuTSG1ipTMScjD5ruO1RvIgadEsGYZE6pXD+j2i7LHkFLnbbrVqQeXb3nSYbH+sS+HDtJawxbCZFhauQbCEiM22gCm6lDbEa65wpDNqA/WZkTakcZ2mBFLaTsD46N0LXTaskkjZoJnltajA23tN6t0WLoZCHkkbhMA4IQcQZPQtSxluTXyTiMesNFVetgsHgxv/tr5XlSluyl9cj0mHG6P7hb3FWrBbCVZuJutncY1egcjcGUi6jk6vhNqc/V77rnNmoet4CCVQcykvUq+9yjVjn5NkpkSHGSiLVGOwyNw8uopfJ6PqoLraLYTNIOM/cspVhV3/RrzXzOk5GqdcGVVTiAkdW2DszX36QkjsWMwIqEyE4IfEaCoHt4ZSWNWv1oZO+gR3idLoRCQlQY4EmI8jeKsBQ52ErOVx6RnHVjIWmUjojGbhEAReC8wCWpoJhmB93cvlN3CZFMXCQJnDGBmTpVQ5oYi0n2BPX1RD/5iWvRc8ePN3gGD1HzzPczbMtklayWmqAOs3T71eMhan42RtGGldQ05TUpFU67jltVdXVagrvIzHczcoSpCU/aSb7X+ZbT7KRg97Tu9xsPes4buiPYiOpXd2tMZ95In9XhN2wSruZm8z7w+SQpjBLZJJSspNFOILP6+vQ+t7sQChuiwgJPQpS/UYTjVO0/YJibST1unRMiBlWAojg3xDUmDsFAZuqRfH6nPhymFoyjZozLMJLNfG5nEZYrsY25npQ0UWMxtvoOWV2to1Fp31F4MBOgWPstxI4wk2DV1WkMAlbyEQxKzhT1rewpeNQPpVXUbNTpaV0Z7EgN1o1PvWHmAWIxSoY20Vddpg5oRoTEoH/TCO2MJZmP78AGSqsZTMbfVkij1QVNnvBNTZo2oOoDR4bqDj7hZVZI4EmIeKqZclXkdcKpq2/Qu7Ej8jLCtBgjDIP5ueOqLW3y4bD9dds9CZEeAZE+b8a41IcthiH6E1SKtqyNjw6jzrEZX1p9h7fcYswHlAl1M4JZlrfTzBmK2DjNJoFuwCaFDASkODCpvcUK+ZDvb8Uz4eabma6LwUvRqvGSZJM1gTN0jGnr6/UHPCO5TNVbOZmiYSmqeiweo+jaKDW910TRtVGKxdkmnVLQWF+v8mh0Ya7+BPOp/uL3U/fJ4BSt2hVpqTyVQsLUmLFpA6WElvCnqko3AgL/TlK1OTLhuYxnzwjYie2ZAWb9+1y1wReEiDN4EiL2+Dz5W5oa40Rk6kikW77/faIzzyQqKTGWNlSrcrW1lo/h/iwhjclo9UAVi7mTaHPs2VupTMPwuBLbUskb5Y2sFTU0E3dnGECXYRfN7DmLnsN4MlIT8G67nLRXJritqKHFGEE/wXxr7ydkbvc5fbr8ndazdfzdowfRD765jV72T9A4qQ6j5zCeKix6epaXEz07431LnRODTyIuZdexSYgYFg09D0tdVVzyvi0YlxHTJ4j1FBlvou5icRtXteeI3jupctK1hHuQKtWzqymy2ng31As8KccnspIDy440t2dPotLS9M+ClXsNEvUaz6eyMqKZM5MEXcFoYvAyqepjMen3Zu1W2n3Ka1pjo6QRSyP0WjfQIbwxeKkVNXQHfkUj8RKNxkJ6ELX0HC7RkaqarzduOyYKQsQZPAkRewTn/C3RqvGp0etuvBzJ40ZyF76MHrjsLS71NmBqSlzbXn1UWoRdLUmD2qBcizC5lWhTa1EpxS4ahiVUZiD1URvuej25DuBov5x9NtGkSfpOUVLoAmvP1s0bo5JuBw372cr7GY2Fml9qkS5NAqKXpLn8Imrqda0hcdJT8ZkZa0tSQ61njksSPp2DQmpTvWkFRb0/zGiXUXuAOOHSMWmkyHs3aNl8bWZjJe4hyzzlJ82V1qabMYeiGEb7UZT0mmQfQz16ENVOjVO0YSW1TF1OwaoDad9/4xtEV15JdPHFRD/9KdHLL0vP0rOntbZOmyaFEDLrM2V/tc5cRq2ooUaF6iuMeirFboP+cLa+lJVJOdrsSv/0IAgRZ/AkRPmYeJO9xKk3ttODqJWMUmdGKdYeo7oe88jrMGGl8cLDr/3VqkzNLBGtlScYPQ+8Cy7I9bvpCsVtQmefEAEJuhUPEEEiMosxgn6AV6kY+xjuIRGFWsymVtRQK2qoFrM1iVMzxmnG6TLKKi5HItY+vet70imDbRrF2FISOnOj+Tih/AvC3V7CPaAxl4LWl6srDKaCTdqRvEYi2vZkVVXSZi99znssueExmb0DzODBcSorMVrDsxsiRk5gzANW9m8PEREEDLF7925UVFSgra0N5eXljuo6dAjo0UN67Z0BPTztOEhFyb88OW0LCzyIYxpmoxx7MBO/TH3KgvJyYM+ezvPuChOEfB1nHsQxA7/EA7gDB9HThTskID17x/OXYyd2ow/Db+33m98PfP21WbuAMGbiLLyGkXjVvNJJwzHmwDI83yy3zovlGIrN6I/+2IKhWI6lM1/FyPAPLLe3e3fg8GHLPxPIQ0QiwNixzuqwsn8LQsQAnoQIAL7/fWDFCg4NE7ABebjn56YqIGCM/CWEAFCJr7EDfvMLA6vQsPtBnNj+JZbjB5iLW7AHFamvq7EBZd79+F/ieBdbK5DvCAaBdesAn89+HYIQcQZPQhSPA0VFQCLBqXECAgICeQNehC2/iZ9A9hCNAsOH2/+9lf3ba/82Anbw8suCDAkICHRW8CIxggwJSNi0KXv3EoQoy5g9O9ctEBAQEBAQKAxs3569ewlClGVs2JDrFggICAgICBQG/AwmabwgCFGWEQzmugUCAgICAgKFgS1bsncvQYiyjGOOyXULBAQEBAQECgPvvJO9ewlClGV4RY8LCAgICAgw4b33sueF1KW250ceeQQDBw5Ejx498N3vfhdvvvlm1tuwYUM86/cUEBAQEBAoRGze2Za1e3UZQvTcc89h2rRpmDlzJv773//ilFNOwahRo7Bt27astuM/72dRISogICAgIFDAONjj06zdq8sQojlz5uC6667D1VdfjW9+85v4/e9/j5KSEvzpT3/Kajt2fxXL6v0EBAQEBAQKFUf1bM7avboEITp06BDeeecdjBw5MvWZ1+vFyJEjsUIjh0Z7ezt2796dVnhh2IH/catLQEBAQECgM+OKNdkzM+kShOirr75CPB5H37590z7v27cvtmj49N1///2oqKhIlVAoxK0tt0JEZhQQEBAQEGDBlzgqa/fqEoTIKu688060tbWlygaO0RRHYgkAYVgtICAgICBghqO7Zy+acZcgRFVVVfD5fNi6dWva51u3bkW/fv0yri8uLkZ5eXla4YWiN1bgafwEUvJCkVdXQEBAQEAgEwQfYrhp9ZSs3bFLEKKioiJ8+9vfxpIlS1KfJRIJLFmyBEOGDMluY848E1fiWfTF5uzeV0BAQEBAoCAgCQumeRpQNGhA1u7aLWt3yjGmTZuGSZMm4Tvf+Q7OPPNMzJ07F/v27cPVV1+d/cYQYYvHg0H4CJ/hWIjMzgICAgICAh2o8zyIBxJ1Wb1nlyFEEyZMwPbt/7+9ew+K6jz/AP7dC7uACIvhroAgiPEGahpKGzUORLC2NTFtaEJb0joYU5xJGjUX20rSmRRrG5NqDLVNhczUymhGjY2XKV7AmuINIUIwKAQLbUWNchW57vP7Q/f89sCC2ALLst/PDAN73ve853n2PWf3mT3nsNexbt061NXVISYmBocOHep1ofWwEUHl6dNojPXAYhxCNULQii40YCKsCyQd2uCNL/ElHgDgatXW1+k2S3snAN3dx2YAbQDcrfp132231gE9zOiCHoAWenRAj3Z0wAgzXPvYlth4bD12N3RoRzfcMLDCzzKG5b+TWn+IadmWGW64DVe0oQ1a3IZXj1wsY0gf27zXc4i7OXQDcLHq33M967Et2xJo0A0D6tGOB+7GLwC6oAGgQxcE3eiGq1XMlufMMqbWKoc7v13RigmoQS0moB3uPfLtK0/rfO/E5Y56tMMNXRhzt818t916e/09JxqrH1vbMffRZu6Rl/UpY8scq/dJDbpgQBvaoQds7n8A0HV3zJ7PR/fdcbUAuuGBZnTABR0wWi2/ly4bfXvOueU5MwMwQ49OdEEH3D2GbO8rZmjQdXcEnVXsmh79LTnY3s9sx9PzcU/W+7AZgECLDpihA2Doo681gQYdd+O2xNZfDP/tcusYez4HttbtggZdEBig3p/7zsP2MumxPctx2XN/sR6/G3deb11gmUtX3EAbTPj/ubX8uxXLa3LPY0Xu9rG83sjdMfU98rE+Rnq+/vZHoEWn1VHXc64t4wG9nzdbc2Q9N7bWsR6zZ4xmqzaN8lgHwVg0YTXexppLz8EQMbzFEABoRIQXstxDU1MTvLy80NjYOKjXExEREdHQuZ/3b6e4hoiIiIioPyyIiIiIyOmxICIiIiKnx4KIiIiInB4LIiIiInJ6LIiIiIjI6bEgIiIiIqfHgoiIiIicHgsiIiIicnpO89Ud/wvLP/NuamqycyREREQ0UJb37YF8KQcLogFobm4GAAQHB9s5EiIiIrpfzc3N8PLy6rcPv8tsAMxmM/7zn/9g7Nix0GgG95vpm5qaEBwcjNra2lH5PWmjOb/RnBvA/BzdaM5vNOcGML/BJCJobm5GUFAQtNr+rxLiJ0QDoNVqMWHChCHdhqen56jc8S1Gc36jOTeA+Tm60ZzfaM4NYH6D5V6fDFnwomoiIiJyeiyIiIiIyOmxILIzo9GIjIwMGI1Ge4cyJEZzfqM5N4D5ObrRnN9ozg1gfvbCi6qJiIjI6fETIiIiInJ6LIiIiIjI6bEgIiIiIqfHgoiIiIicHgsiO9qyZQsmTpwIV1dXxMbG4vTp0/YOqZfXX38dGo1G9TNlyhSlva2tDenp6XjggQfg4eGBJ598ElevXlWNUVNTg8WLF8Pd3R1+fn5Ys2YNurq6VH3y8/Mxe/ZsGI1GREREICcnZ0jyOX78OL71rW8hKCgIGo0Ge/fuVbWLCNatW4fAwEC4ubkhISEBly5dUvW5efMmUlJS4OnpCZPJhGXLlqGlpUXV5/z585g7dy5cXV0RHByMDRs29Ipl165dmDJlClxdXTFjxgwcOHBgyPN79tlne81nUlKSQ+SXmZmJr3zlKxg7diz8/Pzw+OOPo6KiQtVnOPfHwT5+B5Lfo48+2mv+VqxY4RD5ZWVlYebMmco/44uLi8PBgweVdkeeu3vl5sjzZsv69euh0Wjw4osvKsscef4UQnaRm5srBoNBtm3bJp999pmkpaWJyWSSq1ev2js0lYyMDJk2bZpcuXJF+bl+/brSvmLFCgkODpYjR47I2bNn5atf/ap87WtfU9q7urpk+vTpkpCQIMXFxXLgwAHx8fGR1157TenzxRdfiLu7u7z00ktSXl4umzdvFp1OJ4cOHRr0fA4cOCA/+9nPZPfu3QJA9uzZo2pfv369eHl5yd69e+XTTz+Vb3/72xIWFia3b99W+iQlJUl0dLScPHlS/v73v0tERIQ8/fTTSntjY6P4+/tLSkqKlJWVyY4dO8TNzU22bt2q9Pnkk09Ep9PJhg0bpLy8XH7+85+Li4uLlJaWDml+qampkpSUpJrPmzdvqvqM1PwSExMlOztbysrKpKSkRL7xjW9ISEiItLS0KH2Ga38ciuN3IPnNnz9f0tLSVPPX2NjoEPnt27dP9u/fLxcvXpSKigpZu3atuLi4SFlZmYg49tzdKzdHnreeTp8+LRMnTpSZM2fKCy+8oCx35PmzYEFkJw8//LCkp6crj7u7uyUoKEgyMzPtGFVvGRkZEh0dbbOtoaFBXFxcZNeuXcqyCxcuCAApLCwUkTtv0FqtVurq6pQ+WVlZ4unpKe3t7SIi8vLLL8u0adNUYycnJ0tiYuIgZ6PWs2Awm80SEBAgv/nNb5RlDQ0NYjQaZceOHSIiUl5eLgDkzJkzSp+DBw+KRqORf//73yIi8t5774m3t7eSn4jIK6+8IlFRUcrjp556ShYvXqyKJzY2Vp577rkhy0/kTkG0ZMmSPtdxpPyuXbsmAKSgoEBEhnd/HI7jt2d+InfeWK3fhHpypPxERLy9veX9998fdXNnnZvI6Jm35uZmiYyMlLy8PFVOo2X+eMrMDjo6OlBUVISEhARlmVarRUJCAgoLC+0YmW2XLl1CUFAQwsPDkZKSgpqaGgBAUVEROjs7VXlMmTIFISEhSh6FhYWYMWMG/P39lT6JiYloamrCZ599pvSxHsPSZ7ifi+rqatTV1ali8fLyQmxsrCofk8mEhx56SOmTkJAArVaLU6dOKX3mzZsHg8Gg9ElMTERFRQXq6+uVPvbKOT8/H35+foiKisLzzz+PGzduKG2OlF9jYyMAYNy4cQCGb38cruO3Z34W27dvh4+PD6ZPn47XXnsNra2tSpuj5Nfd3Y3c3FzcunULcXFxo2rueuZmMRrmLT09HYsXL+4Vx2iZP365qx18+eWX6O7uVu0YAODv74/PP//cTlHZFhsbi5ycHERFReHKlSt44403MHfuXJSVlaGurg4GgwEmk0m1jr+/P+rq6gAAdXV1NvO0tPXXp6mpCbdv34abm9sQZadmicdWLNax+vn5qdr1ej3GjRun6hMWFtZrDEubt7d3nzlbxhgqSUlJWLp0KcLCwlBVVYW1a9di0aJFKCwshE6nc5j8zGYzXnzxRXz961/H9OnTlW0Px/5YX18/5MevrfwA4JlnnkFoaCiCgoJw/vx5vPLKK6ioqMDu3bsdIr/S0lLExcWhra0NHh4e2LNnD6ZOnYqSkhKHn7u+cgMcf94AIDc3F+fOncOZM2d6tY2WY48FEfVr0aJFyt8zZ85EbGwsQkNDsXPnzmErVGjwfO9731P+njFjBmbOnIlJkyYhPz8f8fHxdozs/qSnp6OsrAwnTpywdyhDoq/8li9frvw9Y8YMBAYGIj4+HlVVVZg0adJwh3nfoqKiUFJSgsbGRnz44YdITU1FQUGBvcMaFH3lNnXqVIeft9raWrzwwgvIy8uDq6urvcMZMjxlZgc+Pj7Q6XS9rsC/evUqAgIC7BTVwJhMJkyePBmVlZUICAhAR0cHGhoaVH2s8wgICLCZp6Wtvz6enp7DWnRZ4ulvXgICAnDt2jVVe1dXF27evDkoOQ/3/IeHh8PHxweVlZVKXCM9v5UrV+Ljjz/GsWPHMGHCBGX5cO2PQ3389pWfLbGxsQCgmr+RnJ/BYEBERATmzJmDzMxMREdH43e/+92omLu+crPF0eatqKgI165dw+zZs6HX66HX61FQUIBNmzZBr9fD39/f4ecPYEFkFwaDAXPmzMGRI0eUZWazGUeOHFGdcx6JWlpaUFVVhcDAQMyZMwcuLi6qPCoqKlBTU6PkERcXh9LSUtWbbF5eHjw9PZWPk+Pi4lRjWPoM93MRFhaGgIAAVSxNTU04deqUKp+GhgYUFRUpfY4ePQqz2ay8yMXFxeH48ePo7OxU+uTl5SEqKgre3t5Kn5GQ87/+9S/cuHEDgYGBSlwjNT8RwcqVK7Fnzx4cPXq012m74dofh+r4vVd+tpSUlACAav5Gan62mM1mtLe3O/zc9ZebLY42b/Hx8SgtLUVJSYny89BDDyElJUX5e1TM3/98WTb9V3Jzc8VoNEpOTo6Ul5fL8uXLxWQyqa7AHwlWrVol+fn5Ul1dLZ988okkJCSIj4+PXLt2TUTu3GoZEhIiR48elbNnz0pcXJzExcUp61tutVy4cKGUlJTIoUOHxNfX1+atlmvWrJELFy7Ili1bhuy2++bmZikuLpbi4mIBIBs3bpTi4mL55z//KSJ3brs3mUzy0Ucfyfnz52XJkiU2b7ufNWuWnDp1Sk6cOCGRkZGq29IbGhrE399ffvCDH0hZWZnk5uaKu7t7r9vS9Xq9/Pa3v5ULFy5IRkbGoNx2319+zc3Nsnr1aiksLJTq6mo5fPiwzJ49WyIjI6WtrW3E5/f888+Ll5eX5Ofnq25fbm1tVfoM1/44FMfvvfKrrKyUX/7yl3L27Fmprq6Wjz76SMLDw2XevHkOkd+rr74qBQUFUl1dLefPn5dXX31VNBqN/O1vfxMRx567/nJz9HnrS8875xx5/ixYENnR5s2bJSQkRAwGgzz88MNy8uRJe4fUS3JysgQGBorBYJDx48dLcnKyVFZWKu23b9+Wn/zkJ+Lt7S3u7u7yxBNPyJUrV1RjXL58WRYtWiRubm7i4+Mjq1atks7OTlWfY8eOSUxMjBgMBgkPD5fs7OwhyefYsWMCoNdPamqqiNy59f4Xv/iF+Pv7i9FolPj4eKmoqFCNcePGDXn66afFw8NDPD095Uc/+pE0Nzer+nz66afyyCOPiNFolPHjx8v69et7xbJz506ZPHmyGAwGmTZtmuzfv39I82ttbZWFCxeKr6+vuLi4SGhoqKSlpfV6IRmp+dnKC4BqXxnO/XGwj9975VdTUyPz5s2TcePGidFolIiICFmzZo3q/9mM5Px+/OMfS2hoqBgMBvH19ZX4+HilGBJx7LnrLzdHn7e+9CyIHHn+LDQiIv/750xEREREjovXEBEREZHTY0FERERETo8FERERETk9FkRERETk9FgQERERkdNjQUREREROjwUREREROT0WREREROT0WBAREQ2Dy5cvQ6PRKN9jZUt+fj40Gk2vL8kkoqHHgoiI7OLZZ5+FRqOBRqOBi4sLwsLC8PLLL6Otrc3eod03jUaDvXv39tsnODgYV65cwfTp04cnKCK6L3p7B0BEzispKQnZ2dno7OxEUVERUlNTodFo8Otf/9reoQ06nU6HgIAAe4dBRH3gJ0REZDdGoxEBAQEIDg7G448/joSEBOTl5SntZrMZmZmZCAsLg5ubG6Kjo/Hhhx+qxjhw4AAmT54MNzc3LFiwADk5OarTTq+//jpiYmJU67zzzjuYOHGiatn777+PBx98EK6urpgyZQree+89pa2jowMrV65EYGAgXF1dERoaiszMTABQxnniiSeg0Wh6jWth65RZz9gvX7484OeOiAYXPyEiohGhrKwM//jHPxAaGqosy8zMxJ///Gf8/ve/R2RkJI4fP47vf//78PX1xfz581FbW4ulS5ciPT0dy5cvx9mzZ7Fq1ar73vb27duxbt06vPvuu5g1axaKi4uRlpaGMWPGIDU1FZs2bcK+ffuwc+dOhISEoLa2FrW1tQCAM2fOwM/PD9nZ2UhKSoJOpxvQNgcrdiIaHCyIiMhuPv74Y3h4eKCrqwvt7e3QarV49913AQDt7e341a9+hcOHDyMuLg4AEB4ejhMnTmDr1q2YP38+srKyMGnSJLz11lsAgKioKJSWlt73KbeMjAy89dZbWLp0KQAgLCwM5eXl2Lp1K1JTU1FTU4PIyEg88sgj0Gg0qqLN19cXAGAyme7rlNhgxU5Eg4MFERHZzYIFC5CVlYVbt27h7bffhl6vx5NPPgkAqKysRGtrKx577DHVOh0dHZg1axYA4MKFC4iNjVW1W4qngbp16xaqqqqwbNkypKWlKcu7urrg5eUF4M4F4I899hiioqKQlJSEb37zm1i4cOF952ttMGInosHDgoiI7GbMmDGIiIgAAGzbtg3R0dH405/+hGXLlqGlpQUAsH//fowfP161ntFoHPA2tFotRES1rLOzU/nbsp0//vGPvQoUy+mv2bNno7q6GgcPHsThw4fx1FNPISEhodf1TETkuFgQEdGIoNVqsXbtWrz00kt45plnMHXqVBiNRtTU1GD+/Pk213nwwQexb98+1bKTJ0+qHvv6+qKurg4iAo1GAwCqC5v9/f0RFBSEL774AikpKX3G5+npieTkZCQnJ+M73/kOkpKScPPmTYwbNw4uLi7o7u6+r3wHEjsRDR/eZUZEI8Z3v/td6HQ6bNmyBWPHjsXq1avx05/+FB988AGqqqpw7tw5bN68GR988AEAYMWKFbh06RLWrFmDiooK/OUvf0FOTo5qzEcffRTXr1/Hhg0bUFVVhS1btuDgwYOqPm+88QYyMzOxadMmXLx4EaWlpcjOzsbGjRsBABs3bsSOHTvw+eef4+LFi9i1axcCAgJgMpkA3LnT7MiRI6irq0N9ff2Ach1I7EQ0jISIyA5SU1NlyZIlvZZnZmaKr6+vtLS0iNlslnfeeUeioqLExcVFfH19JTExUQoKCpT+f/3rXyUiIkKMRqPMnTtXtm3bJgCkvr5e6ZOVlSXBwcEyZswY+eEPfyhvvvmmhIaGqra7fft2iYmJEYPBIN7e3jJv3jzZvXu3iIj84Q9/kJiYGBkzZox4enpKfHy8nDt3Tll33759EhERIXq9vte4FtXV1QJAiouL7yt2IhoeGpEeJ9eJiBxYfn4+FixYgPr6euUTHCKie+EpMyIiInJ6LIiIiIjI6fGUGRERETk9fkJERERETo8FERERETk9FkRERETk9FgQERERkdNjQUREREROjwUREREROT0WREREROT0WBARERGR0/s/hZI+oKjiEKEAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -77,8 +77,8 @@ "\n", "#legend_list=[\"Global Queuing\", \"Blocking\"]\n", "plt.scatter(np.array(x), y_queuing,c='g')\n", - "#plt.scatter(np.array(x), y_runnable, c='r')\n", - "#plt.scatter(np.array(x), y_blocking,c ='b')\n", + "plt.scatter(np.array(x), y_runnable, c='r')\n", + "plt.scatter(np.array(x), y_blocking,c ='b')\n", "\n", "#plt.ylim((0, 90000)) \n", "#plt.ylim((0,400000))\n", diff --git a/runtime/tests/start_test_single.sh b/runtime/tests/start_test_single.sh new file mode 100755 index 0000000..6be057d --- /dev/null +++ b/runtime/tests/start_test_single.sh @@ -0,0 +1,60 @@ +#!/bin/bash + +function usage { + echo "$0 [cpu-log]" + exit 1 +} + +chmod 400 ./id_rsa +path="/home/weihao/sledge/sledge_tree/runtime/tests" + +#test single c5 50% max RPS (500) +f1="5k_single_50.txt" +server_log_file="execution_single_5k_50.log" +$path/start.sh $server_log_file >/dev/null 2>&1 & +echo "sledge is running" +./test_8c.sh $f1 120 50 5k.jpg 10006 2>&1 & +pid5=$! +wait -f $pid5 +$path/kill_sledge.sh + + +#test single c5 60% max RPS +f1="5k_single_60.txt" +server_log_file="execution_single_5k_60.log" +$path/start.sh $server_log_file >/dev/null 2>&1 & +echo "sledge is running" +./test_rps.sh $f1 30 60 5k.jpg 10006 2>&1 & +pid1=$! +wait -f $pid1 +$path/kill_sledge.sh + +#test single c5 70% max RPS +f1="5k_single_70.txt" +server_log_file="execution_single_5k_70.log" +$path/start.sh $server_log_file >/dev/null 2>&1 & +echo "sledge is running" +./test_rps.sh $f1 30 70 5k.jpg 10006 2>&1 & +pid2=$! +wait -f $pid2 +$path/kill_sledge.sh + +#test single c5 80% max RPS +f1="5k_single_80.txt" +server_log_file="execution_single_5k_80.log" +$path/start.sh $server_log_file >/dev/null 2>&1 & +echo "sledge is running" +./test_rps.sh $f1 30 80 5k.jpg 10006 2>&1 & +pid3=$! +wait -f $pid3 +$path/kill_sledge.sh + +#test single c5 90% max RPS +f1="5k_single_90.txt" +server_log_file="execution_single_5k_90.log" +$path/start.sh $server_log_file >/dev/null 2>&1 & +echo "sledge is running" +./test_rps.sh $f1 30 90 5k.jpg 10006 2>&1 & +pid4=$! +wait -f $pid4 +$path/kill_sledge.sh diff --git a/runtime/tests/test_8c.sh b/runtime/tests/test_8c.sh index f1012ad..38c92f7 100755 --- a/runtime/tests/test_8c.sh +++ b/runtime/tests/test_8c.sh @@ -15,9 +15,9 @@ concurrency=$3 image=$4 port=$5 -echo "hey -disable-compression -disable-keepalive -disable-redirects -c $concurrency -z $duration\s -t 0 -m GET -D "$image" "http://127.0.0.1:$port" > $output" +echo "hey -disable-compression -disable-keepalive -disable-redirects -c 5 -q $concurrency -z $duration\s -t 0 -m GET -D "$image" "http://10.16.109.192:$port" > $output" #hey -disable-compression -disable-keepalive -disable-redirects -c 1 -q $rps -z $duration\s -cpus 1 -t 0 -m GET -D "$image" "http://10.10.1.1:$port" #hey -disable-compression -disable-keepalive -disable-redirects -c $concurrency -z 20s -t 0 -m GET -D "$image" "http://10.10.1.1:$port" -hey -disable-compression -disable-keepalive -disable-redirects -c $concurrency -z $duration\s -t 0 -m GET -D "$image" "http://127.0.0.1:$port" > $output +hey -disable-compression -disable-keepalive -disable-redirects -c 5 -q $concurrency -z $duration\s -t 0 -m GET -D "$image" "http://10.16.109.192:$port" > $output diff --git a/runtime/tests/test_sandboxes.jsondata b/runtime/tests/test_sandboxes.jsondata deleted file mode 100644 index 7bdb687..0000000 --- a/runtime/tests/test_sandboxes.jsondata +++ /dev/null @@ -1,36 +0,0 @@ -127.0.0.1:10002${ "module" : "bitcount", "args" : [ "bitcount1" , "16777216" ] } -127.0.0.1:10002${ "module" : "bitcount", "args" : [ "bitcount2" , "16777216" ] } -;127.0.0.1:10004${ "module" : "basic_math", "args" : [ "basic_math1" ] } -;127.0.0.1:10004${ "module" : "basic_math", "args" : [ "basic_math2" ] } -;127.0.0.1:10006${ "module" : "binarytrees", "args" : [ "binarytrees1", "16" ] } -;127.0.0.1:10006${ "module" : "binarytrees", "args" : [ "binarytrees2", "16" ] } -;127.0.0.1:10008${ "module" : "crc", "args" : [ "crc1", "crc/large.pcm" ] } -;127.0.0.1:10008${ "module" : "crc", "args" : [ "crc2", "crc/large.pcm" ] } -;127.0.0.1:10010${ "module" : "dijkstra", "args" : [ "dijkstra1", "dijkstra/input.dat" ] } -;127.0.0.1:10010${ "module" : "dijkstra", "args" : [ "dijkstra2", "dijkstra/input.dat" ] } -;127.0.0.1:10012${ "module" : "forever", "args" : [ "forever01" ] } -;127.0.0.1:10012${ "module" : "forever", "args" : [ "forever02" ] } -;127.0.0.1:10014${ "module" : "fornever", "args" : [ "fornever01", "10" ] } -;127.0.0.1:10014${ "module" : "fornever", "args" : [ "fornever02", "20" ] } -;127.0.0.1:10014${ "module" : "fornever", "args" : [ "fornever03", "30" ] } -;127.0.0.1:10014${ "module" : "fornever", "args" : [ "fornever04", "40" ] } -;127.0.0.1:10016${ "module" : "fft", "args" : [ "fft1" , "8", "32768" ] } -;127.0.0.1:10016${ "module" : "fft", "args" : [ "fft2" , "8", "32768" ] } -;127.0.0.1:10018${ "module" : "function_pointers", "args" : [ "function_pointers1" ] } -;127.0.0.1:10018${ "module" : "function_pointers", "args" : [ "function_pointers2" ] } -;127.0.0.1:10020${ "module" : "gsm", "args" : [ "gsm1" , "-fps" , "-c", "gsm/large.au" ] } -;127.0.0.1:10020${ "module" : "gsm", "args" : [ "gsm2" , "-fps" , "-c", "gsm/large.au" ] } -;127.0.0.1:10022${ "module" : "libjpeg", "args" : [ "libjpeg1" ] } -;127.0.0.1:10022${ "module" : "libjpeg", "args" : [ "libjpeg2" ] } -;127.0.0.1:10024${ "module" : "mandelbrot", "args" : [ "mandelbrot1", "5000" ] } -;127.0.0.1:10024${ "module" : "mandelbrot", "args" : [ "mandelbrot2", "5000" ] } -;127.0.0.1:10026${ "module" : "matrix_multiply", "args" : [ "matrix_multiply1" ] } -;127.0.0.1:10026${ "module" : "matrix_multiply", "args" : [ "matrix_multiply2" ] } -;127.0.0.1:10028${ "module" : "patricia", "args" : [ "patricia1" , "large.udp" ] } -;127.0.0.1:10030${ "module" : "sqlite", "args" : [ "sqlite1" ] } -;127.0.0.1:10030${ "module" : "sqlite", "args" : [ "sqlite2" ] } -127.0.0.1:10032${ "module" : "stringsearch", "args" : [ "strsearch1" ] } -127.0.0.1:10032${ "module" : "stringsearch", "args" : [ "strsearch2" ] } -;127.0.0.1:10034${ "module" : "filesys", "args" : [ "filesys1", "fs_in.txt", "fs_out.txt" ] } -;127.0.0.1:10036${ "module" : "sockserver", "args" : [ "sockserv1", "20000" ] } -;127.0.0.1:10038${ "module" : "sockclient", "args" : [ "sockcli1", "localhost", "20000" ] }