Librosa Time Stretch & Pitch.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 调整音长、音高，并互不影响 Time Stretch & Pitch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.6.6 |Anaconda, Inc.| (default, Jun 28 2018, 11:07:29) \n",
      "[GCC 4.2.1 Compatible Clang 4.0.1 (tags/RELEASE_401/final)]\n",
      "/anaconda3/envs/test/bin/python3\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "print(sys.version)\n",
    "print(sys.executable)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "import argparse\n",
    "import sys\n",
    "import librosa\n",
    "\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import librosa.display\n",
    "\n",
    "import IPython.display as ipd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Adele - Rolling In The Deep.mp3\r\n",
      "Dawn - Tie A Yellow Ribbon Round The Old Oak Tree.mp3\r\n",
      "Happy-Birthday-Ritardando-&-Fermata.mp3\r\n",
      "Lullaby-Brahms-Andante.mp3\r\n",
      "Wedding-March-moderato.mp3\r\n",
      "accordion.mp3\r\n"
     ]
    }
   ],
   "source": [
    "ls media # 媒体文件夹"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "长度 = 1.81 秒 ，最大值 0.6477591\n"
     ]
    },
    {
     "data": {
      "text/html": [
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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 110,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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rcKjcfsxT0Z4SzNcm+3x5mn0gOH7JVsxeZ589MBmXkv48f/vufBTtLUnBPETVfyfjs7H7YFmgpBdALHieujz2fbBLS54QNEhUdqr18YR7PTQuoQXNaVcBOF4c2dPZmcgfBkRElHJR/aiWllfifkXmLq/emrEe3e//UrnOnNHtF6/OxNa9pY6ViXd/2GDZ3+6xLi9P/Wpc99os2/MECQKSWTl1rGClsFIcla37SrFlrzVL136tUllges/cyrB2l7+xOk6ta7e/O0/ZRdD8Htzy5hzc8d58X+cNq+t9YzFDy0SWinGCyb5BcON/Z/lOeqE/6/FLrHNz+SnuB7M24upXZsaOaXop84SwPVbnEV9g+VbrGLdKQ0IFKaXtN4jd+xbu7WQYRZmPARERZa11uw7i7Zkb3De0oafGNnrg00U4caQ1Q9O0lTsxZ71zF5UKlyxOKnoFxC0TWti5TCKpPJrqNU4TsqoqVn4rVVv3luLSF6f7KZJNWfyd13xcff8PZm0EAJzQtXnCtm6vbdhWsIRjRXYk7z6aswk3vG4foBtt3F3dopLNLZoCAnsdkhOY31NzEKuKaf1cB2MWFuHbVTvjZUksW+JrO/DxCVhjSGKyfOt+1+P7eWuM5wr2lmbxhUA5gwEREeUsY6X9wU8Xo7JKYva6YhTtsbYOALGgpEJR03lQy6I0Z0NxwtaeyqD9//jnP3raPqhIbtibntKv3ppje2xV5S/e6gZpW57OI76IdxdcuGkPZnscJxGFx8YsweLN1jmLlpqyynl9KcsqqtD13i98lyNQAKdMDe3/OCqj52+2jJtyLY/h76VF+/DeD8FvXKSD2w0I43fH6h0H0O2+sR6OqbbzgHW82rSVO+N/7zONQTK/rzsPlOHHLdVBkP4V9eHsjb7KYYfhDOUCBkRElHJRVdSiHD/y5oz12FdizBInE/4HrHeBZ66JjdH4fGEszW6YyUaNXbSUmdlC1kqC7F9aXmmpjEV17Pi+imWqSSVT4dXv1sUrkcZr9MM5m5Tbl5TFWvXsnn9pRSWqJDD0r99EWk6vnD5nfj45Qd5f4y7Pjl+OER8H79pqx/j8ktJDT+jHjv3xyrQ18VXGz/pOxXg/Pz6bv9lx/YbdieOY1Kn6q+llu+ejhdXLfIQ1ljnUbP4mqkkYEBFRxrj+tR/SVhkGoGz9caIPltb3cpv40Jn/fScv2xbifO5ufmM2+j4yHne8Nw/n/31aoGOECZb0iqjftL17S8otrToAsOvAYbw909t8TE7l1lcd/dBXWjnV28116WKpCzpwX/fqt2sTuqrpvNww2F9ajpe/WZOw7N6PFyZU+I3Pz0uAHDt39X5Rdhk08ntY3ynKTcd//ItgrbhLimKtjnbldXseehfNj7XU227js5TdVT2GMnazonnZf29JedLea6JkY0BERCln99M6ZfkOzNuQnC5S2/eVWn6szfWGmWt3Wfb7n03rgK5oTwn2KMYauCUacFqvB1pubnh9Nsoq/GfJW1q0D51HuHflWqtN3Dl6fhGWbrGfjFT1VNI5+e6jY5bi/H9YA7j3Z2/E/Z94myRS9Zy83GWfuWZX/LV1SoxhpA/cDzqn0GOfL7VtxXIze30xnhibWNF/94eNtokd+j4yHrsO2LeISMP/1V0k02/Z1n3xFOUquw4cxjcr/HULVNGf62hDq8/YRVu1deGyzL0+fV3C44RtjK1lLsfzEuxbl7uXvd+fxuNTl9YuokzFgIiIUmbtzoOuyQP8NNL4qXMPenKSYxIAINYlzpxd7sHRSxz3+dLlmMZxM+ZlQPiuPsb9X5i6ynaCSuP5V253H3StPpn3TfXgM+H5OVXEFOuCvjSlLteYE6+BnDmglFJiz6EyrPOZUU43Zdn26jmFFOurqqRjIKLipRJrd0ffac9wLaGpdeBwBQ5XVGK3y02Gv05YgWtGeQtgjerXzlcud2vp9tOQol+S+rUZ9tWPcmJks+37DuPfU1bi/Vn2GTeJMhEDIiJKmTOenYqXvl7juE1VBL+er3+3Fvd8uMBSafXa3cfOfpeuW03r1fJ8LGvrlP2cMW776p76ajmmr9qpXhkFn2/N3A3FngPGsBLmeAnYNSm2jf1G5mDZaOqKHej/6ITA49qK9pZUn0f7/6SRk+MV6zdnrMeAxycGOraTqgDTcNlkik/g+Dr6P6WS8XNQkKeuzhz36ATc8a57+nHH8VaBshT6n6TZzq/emhtsR0TTXVHCX4vvM+NW4JlxyxP2J8p0DIiIKKUOHK5w/HENkyhB/+F94/v1yi5EYesGqrvMpTaTaLqdylwWt2DL6/gD2y4vUv23k7CtV3NSkCFOL+Ojhrl5zHfA/bzv+qZOcwGp7NIzhUXYU3DznhKs1lLDb9+f2rF1ia2Ypifl9ByldZ8wL8mm4kPK8WBAYhntEg2UVVbFu346Me8vpbeKvJTqa8Xts+M1IYSeuCN+Mri/nqrj7TUmjPH5PWg83HrFWDUju0Nv31eKv09c4e/ERCnEgIiI0mr0/M3Ybuhe8u2qnRi7cEugY3mpeJVXVtm2FKnS3xqpxgql+07orHWxMStPfBELCGwDp4S/I7hrbIqwvli4BZe+UD1nkBAicEBVXlmFg4crfO2/tGgfSssrE1uKAp7bTlW8sh/qFK6UY0SCTMYbUXRmOUrIy8dPqa4Z9YNyPJjlmA4H9XK9z9uwx0epEl+CK7UJVIHou4fpiTvszu1GL495glkvLaGq81076oeEdb98c7bjfE26zxduwd8mrnTdjihdGBARUUqZf4bveG8+Xjaks333hw249Z3gXUTM7vskMd3vo2OWou8j45XbPvb50urMWIr1dQudvzLVGZq09N029Q/P2Z9sBk1f9UqsgvL1ih2O+0fRFdGoy72J866888N6zDZkVVPOQ2R4VZ2e9eNf/IjeD49zrVx+v7o6CUaVlOj54Fd45ds11oksfdTA3/1BPXcLUP2czOUSwvp8Rkc8uDw+jsTDtlOXx5IDeBpDpP2/bV8pxi4qqn6OoScCNmaps5b64OEKT8Fr2ABXZcLSbZaxdntKrDdDdvocs+UmSCutyhdamn87bt8plVUynsq7tLwSE5dWZ6u0uyFgPuL2/aXYVHwI45Zsw7Ktqha86j2klJF//xBFjQERESXdgcMViV0/TKSEp24tnhl+vd+ZmTghZNBB7wBQr7DAcX2xhzulTg7aJETwYsW2A47r/dZHjntsAjbuLnHfUPPdKmuGPruukcbuSKqK9+odzs9Fd8XLM7CvpEI7Toxd96ooOHVbVAX6kZxT+99PIgOv2e2M/jV5FW59e55ynZ+A0msg1fvhcRj616+9H1jhUFllPMuiYwuRqUg3vzEbH8yyD3x1bt1Yo6C37AKxm0FeLHG5xhMSuCjWvzNzAw5p38f/nLwSN70xO77u3o8XKbucml/fy178Hic/FWt1Mt90spaHKPNFEhAJIYYJIZYLIVYJIUYo1l8nhNghhJiv/bvJsO5aIcRK7d+1UZSHiDLLqU9PwXWvxVoyVC0HQsQSLqgEGRTsVH/7LplJB1x8a5h9XlVxHLfEmoDA2Cqh7+M8wNkma5iUmGvqFuT02rpl5XIjhECFQ/ezMNbsOGAp+55D9uWN6ub08m2x7HyWITWKFiK/jGWcvGw7lm9NzAT44terQ57B7ryxE5sTJUgJFB8ssx0jZ8dLi6f+VL2kl9e33aGY/HToX7/G7963BnH9/zQez09dlXgMxTWwZW+J8rieuFxTqs9oQguptvrlaWsxpFuL2N/fOCeccTq1n+vP2GV4zAJr92TV5yXf9HyMweLqHQdxw+v+g3CiTBI6IBJC5AP4N4DzAPQCcIUQopdi0/ellP21f69o+zYD8DCAwQAGAXhYCNE0bJmIKDnKK6t8V5CAWOVab5lRThpoU8Eft2SrpWuWm8MVlSgtT6yI65W+LxdvTUjrvT7khJhOzJWKt2duwNWvzlRv7GDbPmuFLUjlO5l3ae2O/ecvlymXLynaZ3kOfsp35l++xviliZPSrt5hf32phGmNu+oV6/sY5biiO96bj3Of+ya6Ayo4td7pjn1sgud5m+L7+3gnz+/TxvO2l7/0vXK5qmV0T0k55q6vDv4FgHJT17sqKXHiyMm47MXp2jbW16Nt4zq25Yl3hTUvDxB9d2haN+HxTSd3cdxe1f3MuESYuqs5ObJ1Q9fyCQHkmSJm8w2TycvCz+FElE5RtBANArBKSrlGSlkG4D0AF3nc91wAE6SUu6WUxQAmABgWQZmIKAnueG8eTn5qcqB9ne4cF+1Rd81as8N/97brRs3CZtPxDmvdamatS0xtrRp3s2xrwDl6bIRtnTjbZ7ciL3e83cq0YKO/AebqcygqbR5fC1XyCjO7SUznrC+OR4wTTUGTbvqqnej98LiEMUhhGK/tqPMtqMYrRck8RKfclIfb7rNpx8t8Un6egr7tvhDd14SwJgOokrE5x5y6uepPRVVeu/1KHG4YeR1D1LCOS/r+CO9unNy9uevh35m5wXP3Qf157TxwGFu0VPIcPkTZIIqAqB0AY2fcTdoys0uEEAuFEB8JITr43JeIMsCPW/a7ZmKz4zR3yecuWeUOHq6IDxRXMU72urhor2V9PFGC4YfZbbC2Xde+qKgqCapl+322ZLhNJGs8j11F5aJ/f+frnGEqPFv3VmcYNM8b5YnpPdlgSAu8sTj2t/l9+4/WNSmqVNbFh8qwudhf4JAsV748I/73xt0lmPRjdVC4RjE261dvzQFQ3WK0qTixEvv9mmiCRhXz+yKlTChvwraIjTOcuHSrZbmaYRyNw/VZUl6pnMzY7ZJu26Su8vxBJq3drt/EiCd0scvAEtvgupM6+z6HG1WLadg5jPRu0IyHKBtEERCpEyslGgOgs5SyL4CJAP7rY9/YhkLcIoSYLYSYvWOHczYlIso8fib2M+v98DjHgeIVLpUQVevU7e/Nw1WDO/oqR3HIcTVGqrrGQZtWD92yLd5ar6SUeOBT54HOZmUVVfiNx+x+5sBF1YXH6/ttN39MGHoCD/3IdvW6KilRXlkVOpPZ/tIK/GVCuDlWHvhU3TXt6ldnYtS3a+OPZ7nM7TTd1Or13MSV8daRM//ytWNacaD6tfp6RfUNCD/vkHJ8iznwMfxdfLAMM7Sga+3Og7jxv7OhIgTw0OjFuOmNOa7nczs/UP08yyqqcPLIycrgzPGY2v+HDMlidhmy0vmZK8juvbdTt1a+y8Gr/3R7faTpfyB8IKTTuy5HdTyiZIoiINoEoIPhcXsACTkhpZS7pJT6N8XLAAZ43ddwjJeklAOllANbtmwZQbGJKB18dZdxm9zQ43Y6453XeRv2oGEd56xxZi9PW+u+UQhOgd3Bsgq8OWO9p+OUV0q8NWNDwoSRCd11FPvsOnjYtaXOTmWICk+D2vbvwdZ91hYcPdiRqpqcRh/P4BaUVVYBPe7/MmFS10zkllLdyeKivQn7271V35jO4dRFLcrq7TPjl+Pyl2KtWm5xaRT1alXlfE9Jue+ujnp2O6MthtZOVVETgw6fJ4RzgH+4ojLeRS3IG8SghXJdFAHRLAA9hBBdhBCFAC4H8JlxAyGEceTkhQB+1P4eB+AcIURTLZnCOdoyIqph9HE96fjZVc0FZB5nlLRz2qx/6itrwgHVMp0xuDnkkthiyMhJAIBu9411TIIRtoKmU7WwqOchMvAQxarunA96YqLpmNbz1MqPHVtVaTXSy710S/JSdaeb1/e1Xu3EVgfju+OnddfvdeRWEU+4RhXvdVTti35bsL3erFGvi75V9HB5FX7+n1hgmZB2O1BwFHxfomwVOiCSUlYA+A1igcyPAD6QUi4RQjwqhLhQ2+x2IcQSIcQCALcDuE7bdzeAxxALqmYBeFRbRkQKq7bvxw9rc+Mj8u8pK11TP/vtbWXuLuRUMUl2XUB11/+wQwXeGBCdNNI5scUuwzivng/GZro3vlZ6JdSt+5RXyoH0Ht8cfdd7/7fQddv1uw5axlSp3sOL+8eGom4ztTA9M265Vjb93Kzx6U7qHkv9XOmh+6CXd9ZrZVq1XecRX2BKhFnLVNeI+bTWLnPqY+ndRVVJFSbajH+ynlv6mjdJZ76ejVo0qB1P6JCQZU4rHLVDAAAgAElEQVRxjScz0OFnirKVv/4iNqSUYwGMNS17yPD3vQDutdl3FIBRUZSDqKa7+Y05WLvzINaNHJ7uovjWoHaBcvCynWfGrUCHZnXdN4T3H/gkTHqfMmGz36leo//N3RT/O+y8Q0HpwdkYD931TntmqmE/++2qAx67c5qOEeF1EWasnP0xozuWW4VVn6fL60uyfOt+HHVEdepm9fGF7SO793H5tv04o2er+OPS8irl5L9Bmc+rGsvmdI2t3Gb9PD43caXLOcNdaHqXPGVLmagu7w+GbJrK5C0e390s/rok8i2SiVmJKDWSUNdKGf3u5UseJx9U2bj7EP46YQX2lpSj84gvsGBjLKOc8YdblR7Waz2kkc8xRV4c83Dm9QLWXw5jl7JkzsmkEkVqbzt+uySpkkIEla1jMfTXTC/9Hz6yb7HTt9m+r9R2viTVd9UvtHm4vLxC5qyUe0vcU7Eb2b0N+nJzemzrvFjOpSwscK4+OXXDDNtlLhmXWFTdZ7P08idiQESUTex+Ru96f36gCVOT4VBZBaZrd5k7j/gi3i1LVVF07RJnesYfzdmEf0xaiWfGxcba/P7DBQCAhQEr13qlbfySWCpf8+SDNYmqgmpc1KRebO6TIC1F7m0C/vb1Qp/oV0WVZj3Kc2czt1ax/h0aez7WKkUab9X4E/39mLZyp1vpbI/ntIcx7b7+t9vNo39MSmzNWbk98blICceLuEldl7mCFPSnsmDTHs9j+7yujz3faK/oIMH9x4ZWZ6JswoCIKIvY/Tx9PG8zNhUn/w6/l0ru69PX4cpXZsYf65nTVF2Jjntsgq/z63fyyysSX4m/T3LuqmLnn5NXAQAe+cx97p5kSUern3733/ietG5UG0As9XEUlFm2Irx97JQUw+8YoSirkfc4tKxkB28X5M4Dh3Hly7HP+QOf+EvxrpPS/vr32oqyavsBHPXAV/HH63Yeih87jGkrd+JAiMlg3Y49ZXnwzIF+npvbtsL0PxBuHNDqAJNpE2UCBkRElGDj7kOBKq6z1+3G5GXbbOd0iaJbkh7ARBFENK1XfYdXVeSwxb3z/QWetktnF5OoApQgb0c7bWLL5Dz/WIn01q4735+Pbw2tEzNMk43OWe88t09usb4hqrF/xu6Wb83cYPnc71EkHdCd8zd1NzsVv591vTI/d0Nx/PpOSCji8TifzNscf96jvlunOE/yBP16U02aHSS4Ybc3ykUMiIhqDPuf0VXbD+D9WRvij6uqYjPCF+0pwWNjEltHTnl6Cmas8Z/J7ldvzcENr8+2/JgmowUk6mOq0nKH9WMWpHKOatyAiuotMmbmSmbac/36GD0/Nq3dxuISvGe4/vVsfsbnPHGptwxhNZ3yOlAsM9/gGL90a8LjC/71bfzvCR5fW9W5vY5t0ycB1RUfKsem4tg1FjbRRWStpl4z79ks79+hSSTn9JoVknER5RIGREQZwlMKZMMv1IkjJ2HOem+By3MTV+CP/6vu1rJy+wHc+N/ZGL9kK15V3P30kw2umnOlI5k9w2ZqqcjdsooZGSvn+nq7etN5f58WonTOwkxqmgxB6o5en8HQv37t/+Cu547m9bvpjdmRHCdT6a0lVVKiwme69TxFTcF82caDTJ/lsrvevl2101c59WvLWK7t+2PzwWfLyMCD2veueZJcM1Vr+w2vq69fj/Gtcr0qQQ1RTcWAiCgN5q7fjeWmNMo97v/SMtD2vo8XYvHmvcpjFO0pxdz1e+Jpch3ntQhQxrKKqvicG94kdk8xd8cKcpc23zbJgXr5VJt++eOWbFUu1+m9fezOlszWnn0+s2dFabJhrhf97fmFYfxXGLuSncZbMXjf/yEyKxhNhdvenouz//aN7XN3ekX076fvV1vTX6vSVruT8TGGZl+v2IHvFOdxPaLhcJe8MB0AsGVvcidhjorezXC+TZIYfbmfDI13f2jturvKkEDiT58vtd3X7xhPOxl2z4dIiQERURr89IXvcc0oa8XT3Er0zg8bMWZhke1xDldU4iqtAutUHbEGJ9Zt5m0oRklZrMKzfX8pyiKetDPIeBW7eMgppa3K796f72k7Ywnfnrne1zkynarrkTHr18dzNwMADpb5z1Y4c23w+WHCBiWLi9Q3DKznyW0Tf4wFv3M37MHanQctE4vq3wmXvfi97TH0SX5/9/58y3fIo1rFeuYa79fCp/OK8OGc6qxk5vcoqjFuia3B6bsS3prh/J3iNag0vmZuCWG+Wux8M0j1/Rz1a5TN00VQ7mBARJQmXmZPd1v/uWEyyz0l5QG7usX85PnpGPXdWgDA/Z8sTlint0I5iz2fCq25ZZ/W3aIqPrDZ/6+i3esR9Rw2hxUpcJ/+anmk57CTqgqa3V1n3fNTVwc+9uLNIVrQQj79Qx4DuGmKbkjZcuc6ivrkzVqXwKgqpyc/NSXh8Q6te9rnHibY1ZnnAopCJle+nxnn/J0S5PV4ffq6gKVJ1OeR8ZEcx04yJiwmihIDIqI0ieL34WBZdQD00+en42pDd6f9peUYu6goXlFJOLfp8WtaIGSXIe6qV2bG+7fbi+2rz9b+qzfnALAOtvZjTYpSuO4PEUhSeuhXqt6yZbRy237Lsn1ZPB5ixwHrZzhqL4QIiKPw67fmeN72wU8Xu29k49P59i3uAFBp8x2YSTo2q5fU4x88HG2gKmX2TlhMuYMBEVESbNtXmpLz9GrTKOHxxt3V3aI+mL0Jt749D8c/MTFhm4rKKkvWpD+NiXV3MU5Mag6a/AZw32tdZ/Qf12y4PygA9G7byHW7KD07fkVKz1dTOKXKnrXOWxrtbKmkhWqByxJfLt6KYc8lpuP+YPZG5bZvunQ9czJtpXPCgt4Pf+W4XpfOS+fyQR2Sevw7P/DWxZioJmFARBSxuRuKMfjJSa7bBRqC7ONX2G7bt2duwC1vqu/GGluB7jNNtmh347TziC+0cQPqZ5QdVc6YbCprOnyxyHt3KK+WbbW25nixYXf4iYizudUoqEy+MWH+jhm7KHjrsh23r1Bz+m7b46Tx2yLZwdjuiBOiLNta8wN6yn4MiIgiFmZ2c6+VlV/ZBDRefieN3ezMjONIRrt0LTFaUrTP49kzXyZXGGuia0b9kLZzf7k4+gAv0wX5lLqNP8smny3w/r3mJJ0967KlZVO351A5xxBRxmNARJQCy7fuxxKP2bC8+EpLI61KzKAz/mYa/95ryLj0yBj7lKtKNqdTzYth2TVLfg+zq6pBYUSUSDGrBKlLe201yQT6fEjJ5uU7L1mSfepkfFV/aNP9kShTMCAiipiq4j/8H9Mw/B/fWleY2P3OzVq3G38dvxzrPM7aXlFZhfdmbag+rnbgNTsO4D/frPF0DEvZgv4Ka/uVG+YbydQ7nFkSs1FEMvU6pOBenhbs+823dLYQJfn4ZREHlUJUd419XUvgQ5RpGBARpYAqSDJ2IdArZgLAl4u2JA78lbG5Qf4xeZXlGJv2qAOkZVv3Y7UhQ5ve3z1IWm69bM9PWWWb9c1vd4hMrYZKZE9LFhFZlQaYRyuIoDeWopDs1qmos24ab4Y9Mmapzwm/iVKDARFRxJy6sZlVVFZhwtJt8ccSwK/fnovb353naX+/2ae+WxV8As0Xvo6uApCpN+b3HCrPiYxeFJPObk/pwlax7PdSGoOxqGRDenPKLQyIiJJo9Y4DOOSQxGD2+mLc/MZsS4BgnLHcz8+GW2Xnqa+W+ThaNGau3W1Zxp9CIkqGScu2p7sISed1MuJMxsCcMg0DIqIkOusvX+OVaWsTAh5jdwHzb4L+OGi3Lf1w5v3D/PZc9uL3tutKPPwwb9lrnZNp9fYDwQtEFJFcvEmdg0+ZiMhVQboLQFTT2c3pYLxDJi1/BLPnUDk6j/gCvzihU8LyCT9us9nD3WzFBJj7S8txqKwy3pIlAOw8oH6eqthu6RZ2S6P023ngcLqLkHqMiCgD8DKkTMMWIqIUcPvyt3YfCDey3zwbe9S9E259ey4GPznJ0xiMbfutLUREmWCPIQU9ERHlLgZEREmWn+ce3OitK9Wzn4dLUe01PXdQenn1Z+bUxW/j7pKkloWIvIs6gxhREBxCRJmGARFRCqjiBePvgR5Q6D8SxrENmfjDwQGxREREVFMwICJKMgGgQotwlmuT0wGxZAN66lFz1zO7cUeZwhwP/WnM0vQUhIiIiCikSAIiIcQwIcRyIcQqIcQIxfq7hBBLhRALhRCThBCdDOsqhRDztX+fRVEeolR77POluOqVGQCM3d5ijN3JZqxJnAfo2fHLY/touxj3LNpTYlmWKfTnOOjJSWkuCRERZRvz7yRRuoXOMieEyAfwbwBnA9gEYJYQ4jMppfGW8TwAA6WUh4QQvwbwNICfa+tKpJT9w5aDKJ3GL93qaazMw58tSXi8dudBANVBz+bi6mOcOHJybF0G/m5UVGZgoYiIiIgCiKKFaBCAVVLKNVLKMgDvAbjIuIGUcoqUUh/lPQNA+wjOS5QVhEPGgb0lsSxXXy+PZYVzmsQ1k6zRAjkiIiK/KnNxEjDKaFEERO0AbDQ83qQts3MjgC8Nj+sIIWYLIWYIIS6OoDxEGWVfiXtq3/s+WQQAaN2oTrKLQ0RElFYPjV7ivhFRCkUxMatbAq3qDYW4GsBAAKcZFneUUhYJIboCmCyEWCSlXK3Y9xYAtwBAx44dw5eaKAIvTF2N16evRZ1a+bbbvDdro+06s9OfnWpZ5mWuHyIiomwxfslW4LJ+6S4GUVwULUSbAHQwPG4PoMi8kRBiKID7AVwopYxPDy6lLNL+XwNgKoBjVSeRUr4kpRwopRzYsmXLCIpNFN6MNbuwbd/hhLmGoo5f3pu1IdoDEhERpdG+0uzoHk65I4qAaBaAHkKILkKIQgCXA0jIFieEOBbAfxALhrYbljcVQtTW/m4B4CQAzN9LWSffaWbSkErLq5J2bCIiIqJcFzogklJWAPgNgHEAfgTwgZRyiRDiUSHEhdpmzwBoAOBDU3rtowHMFkIsADAFwEhTdjqitCotr8Q6hwQCeQ5x0JH3f2m/koiIiIgyQhRjiCClHAtgrGnZQ4a/h9rsNx1AnyjKQJQMf52wAi99swbrRg5Xrp+iZYfTG4jembkB7ZvWBQCUVbJlh4iIiCjTRRIQEdVUBw6r+zk/9vlStGlszQj3yrdrcE6vI5JdLCIiIiKKCAMiIgCXvTgdlxzXHpcPimUwfH7qKvRv38TSJe7RMUsw6rt1AICWDWtbjrNmx0G8+LUlSSIRERERZSgGREQAZq0rRt3CgnhA9PRXy5Xb6cEQAFQYusQJZfZ5IiIiIsp0UWSZI6pRqrQZtPt1aBJfVnywDP+YtDJhu+JD7hOuEhEREVFmYwsRkUZv41mxfT8AoE5B9f2C8/4+DVv3laahVERERESUTGwhopwlpUTnEV+gtLwy9hjAb9+Zi5Ky2OM8w9xCbsFQEqchIiIiIqIkYkBEOatS6xrX88Gv4svGLNyCbfsOAwAKC/jxICIiIqrpWOOjnGXOBrdg4x4AwK/empOO4hAREeUMfbwuUSZgQEQ569nxKxIe7y1JTJJQJb1/WS/buj+SMhEREeWCtbsOprsIRHEMiCgnSQ/BjuDAICIioqTwcc+RKOkYEFFOkVKirKIKXlrqzZOyEhERUTR4z5EyCdNuU07539zNuPvDBZ625Xc1ERERUc3HFiLKKet2eu+zPGX5jiSWhIiIKHfxpiNlEgZElFPYDY6IiIiIjBgQUU5hogQiIqL04+8xZRIGRJQzlhbtw4HDFekuBhERUc5jOESZhEkVKCcsLdqH8/8xLd3FICIiIqIMwxYiygkMhoiIiDJHPgf1UgZhQEREREREKVWQz4CIMgcDIiIiIiJKqS8XbU13EYjiGBARERERUUqt2Xkg3UUgimNARDVeRWVVuotAREREBlKmuwRE1Zhljmq0XQcO49HPl6a7GERERGTAeIgyCQMiqtEGPD4x3UUgIiIik+KDZekuAlEcu8xRjSXZHk9ERJSRvlzMpAqUOSIJiIQQw4QQy4UQq4QQIxTrawsh3tfWzxRCdDasu1dbvlwIcW4U5SECgDvfn5/uIhARERFRhgsdEAkh8gH8G8B5AHoBuEII0cu02Y0AiqWU3QH8DcBT2r69AFwOoDeAYQCe145HFNqn84vSXQQiIiKy8fbM9ThUVoEZa3aluyiU46IYQzQIwCop5RoAEEK8B+AiAMaR7BcBeET7+yMA/xJCCG35e1LKwwDWCiFWacf73umEhyuqsHDTngiKTjXNrgNl2H2wDE+O/THdRSEiIiIH93+yGPd/sjhhWfumdXHl4I5o27gu9peWo1n92igsyEPTerWQnyeQJwSENqergIBkegZykl+r0MtmUQRE7QBsNDzeBGCw3TZSygohxF4AzbXlM0z7tlOdRAhxC4BbACC/UUtc+K/vIig6EREREWWKTcUlePqr5ekuBtUQhS079fGyXRQBkVAsM4frdtt42Te2UMqXALwEAAMHDpSzRw73U0bKMVVVEl3vG5vuYhAREZFHZ/dqjReuOg4F+cz5RdEQT/3fHC/bRREQbQLQwfC4PQDz4A19m01CiAIAjQHs9rgvkW95eapYm4iIiDLFdyPORLsmdVFeWYVaDIIojaK4+mYB6CGE6CKEKEQsScJnpm0+A3Ct9velACbLWE7kzwBcrmWh6wKgB4AfIigTER6+wJzbg4iIiDJFuyZ1AYDBEKVd6CtQSlkB4DcAxgH4EcAHUsolQohHhRAXapu9CqC5ljThLgAjtH2XAPgAsQQMXwG4TUpZGbZMRABw/Uld0l0EIiIiIspwUXSZg5RyLICxpmUPGf4uBXCZzb5PAHgiinIQmXVqXg/rdx1KdzGIiIjI4NIB7dNdBKI4tlFSjfb1PWfgxauPS3cxiIiIyKB2AauglDl4NVKNd27vI9JdBCIiIjIQzH1EGYQBEdV4gt+6RERERGSDARERERERpdTgLs3TXQSiOAZERERERJRSAzo1TXcRiOIYEBERERFRSlVWyXQXgSiOARHlhLkPnp3uIhAREZGmSjIgoszBgIhyQrP6hVjw0Dn47Znd010UIiKinMd4iDIJAyLKGY3r1UIeM84RERGlHeMhyiQMiCinsImeiIgo/SR/jymDMCCinMKAiIiIiIiMGBBRThnStQWEAG49vZvrtmf2bJWCEhEREeUe3p6kTFKQ7gIQpdLJPVpg7Z+Ho6pK4vmpqx23ZXM+ERERUc3HFiLKSXl57skVKjhHAhERUVLwniNlEgZERERERJRStQtYBaXMwauRctb7t5yQ8Lh/hyYJj/M9tCLpeh7RMJIyERER5YIOzeqluwhEcQyIKGcN7NwMANC2SR0AQOO6tQAAL159HAA25xMRERHlAgZElLPy8wQ6Na+HaX84E0As480/rjg2ftfqcEVlGktHRERERKnAgIhy2tf3nBHvGicAXNivLerWygcAGHMqnHZkyzSUjoiIiIiSjQERkUaPf7q2bAAA2HngcHzdq9cOxOjbTrLfl93riIiIiLISAyIiG2t2HET3VrHgqCA/D/1MSRdaNKidjmIRERERUYQYEBEBuOOs7vj1ad3ij0ffdhJm3ncWBndplrDduzefgFtO7QoAEN6T0BERERFRhipIdwGIMsGdZx+V8FhvDTLPzTqkW3MM6dYc/do3RpN6hbjqlZkAAKl1uOveqgF+eWpX3PPRwuQXmoiIiIhCY0BE5KBri/rK5cP7tgUAtGhQiJ0HyuJjiEb+tA8OlTE7HREREVG2CNVlTgjRTAgxQQixUvu/qWKb/kKI74UQS4QQC4UQPzese10IsVYIMV/71z9MeYiiduPJXbDssWG2649p1zjhsT63EQAM79MmaeUiIiIiomiEHUM0AsAkKWUPAJO0x2aHAFwjpewNYBiA54QQxtHp90gp+2v/5ocsD1Gk8vIE6mhpuJ0Ye9bpY4v+fdVxySkUEREREUUmbEB0EYD/an//F8DF5g2klCuklCu1v4sAbAfASV2oRqkyDzaKUIdmdZN2bCIiIqJcFzYgai2l3AIA2v+tnDYWQgwCUAhgtWHxE1pXur8JIWzzGAshbhFCzBZCzN6xY0fIYhNF4/LjO+Anx7ZDRUQB0fGdLb1OMfTo1pEcm4iIKBP0btso3UUgSuAaEAkhJgohFiv+XeTnREKINgDeBHC9lLJKW3wvgJ4AjgfQDMAf7faXUr4kpRwopRzYsiUbmCgzDDumDf728/7xLHMqv9TSdHvxzKX9LMsEmN+biIhqjvM5xpYyjGtAJKUcKqU8RvFvNIBtWqCjBzzbVccQQjQC8AWAB6SUMwzH3iJjDgN4DcCgKJ4UUSapku6tR+/cPBgAsG7XwWQXh4iIKK1uOqVLuotAlCBsl7nPAFyr/X0tgNHmDYQQhQA+AfCGlPJD0zo9mBKIjT9aHLI8RGnhFPM4rTuiUR0AQKfmsfTeHZvVi7JYSdOjVYN0F4GIiIgoEmEDopEAzhZCrARwtvYYQoiBQohXtG1+BuBUANcp0mu/LYRYBGARgBYAHg9ZHqK0uP3MHrj9rB7KdcLQ4+3FqwckrDu2Yyzhor5Jk3qF8XXLHx9m2T9TZGKZiPwqyOOFTEREISdmlVLuAnCWYvlsADdpf78F4C2b/c8Mc36iTPGz4zvE/zaP+ZESyM8TqKySOKZd4kDSa4Z0xpeLtyJPizCMe9YucE/3nS56eX+47ywMenIS2jWpi817StJcKiJ/okqGQkT+cGwsZZqwLURE5EKiOtBp37S6S1ybxnXif5tbXFo0qG4pyoab2OwPTkRERNmKARFRknnIqVDdQpQFwQ8AiGwpKBERZRz+hFCmYUBElGR2WeaMvwfN6hdqy6y/EkGCj87Nk5ucoV/7xgmPnYI+1dxKRJQeDWuH6ilPRFQjMSAiynBBbqRdNbhTwuOeRzSMpjCaJ3/SB6ueOM9TsOalhYwoHYzdVomIKHcxICJKsu6mFNXn9GoNINbyo8cT8bAiZDeCpvVqYd3I4RjSrXnC8jDpvJ++pI9lWV6eQEF+HprUqwUgNk7KOO7JSBUPndKjReDyEEWlQS62lrCrEmUAXoaUaRgQESXRj48Ow5WDOiYse+magfG/69RKzCSnB0jGVpV0N7BcNrCD7bpa+e5fIUe3sbZOGdOLE1HqsCJKRGTFgIgoYtIQwtQtzEdenrAdQNqvfWNMvft0y/rCguqPpp8KjF0XNn3xS78YoFyfTEe2tgZEmVopM77uVPNxYHfNc1bPVukuQtKddmTLdBchtDx++CjD8NefKAXs5lwQQqBzi/rxQEYAmHL36fjo1yd6Ou65vVsrl9tV7I8IMWbihauOC7Sf6pln6m9hvcJ89G7byH1DqhFysVLGDJHRqJ3GmyfHdcyuRDW18hOvuTOPaom8bJhPgnIKAyKiiKmSCLRqVBvNTN3EpGJDCaBLi/po16Ru9UIBzH/obPzv10PQsI63MQ89WjXAT49rZzhE7MenVUP/AZFegTq5Rwt0bVlfuY3quTge03cpiIjctTV+dybRdSd1Tsl5VJId0zavn7wuzV/cfjJGXT8oaccnCooBEVHEVKHB6NtOwvi7TnXd1+53rkm9Qgzo1MzyQ+XU8nT0EY0Mj2P/H9G4Dv4w7CjXctgdM+COAIACwx1B3qWmTJCLLUQ13RWmMZvJks5rJxuv2ov6twUA9G7b2GVLovRgQESUAs0b1EaLBrVDH0cPJJ69rB+AxPFKQOIPpfH32vi3sTHnkQt6+SuATUNQTapY1pxnQm7qFua7b1TDBPmodmiWmlaXKKTqqyid3xPZ1t2sSgJ92zdJdzGIHDEgIopY2xDjdLx2PLt0QPvA53BKwX33OUfG/37xam8JGM7s2QqnHtkSNSWUSHdWv0xW6CGroF8T7zot8mN6dUHfNmk7d7oE+ZS2S1E3tFS4sF/bSI5Tk24CmUX9Hdi+aV3f3aqJUo0BEVHEerRuiHUjh6fkXJVV9uvsxhv9X982+Py3JyvXGbuymecKsrspOeq647W5ltQ/ePpu2fBzmI4qzkndm7tvlCHO7qVO4hFGI4/j4syiyCaWn2V32qOQyZ/DM03v6b3n9fR9DLc4xe0tPzULMrhVViX3XYw6sUyHpsHnwSNKFQZERGkSxU/agk174n83qlOAkw1BzKUDOmDiXadagjMhhCVD0rjfxcY3VRl+aM3l83tH9KrBsb78bZsEbzFL9cSZEsCSon0pPeeQrtkTEGWSRnVr2a4zJhRxki1j2U7slvxr5Jh26c2u+PSlfTHCFAAddYQ1ZT8AvHPTYNvjuDVEXO4yxuiNG7wN+E/npfOvKauSevyHL+id1OMTZSIGRERpovrh9turoEuL6qxvn9x2Ev5++bHxx/l5At1bqSsU5tPoFY9mDWJJGxqbKpsz7zvLMomsVayGoHe7e+TC2I/qkK4tbPdw06pR+HFXXrTQnrfx9Q/acuFXtlTKkyZorg7tf1XwU1dxrfZtbx3MnS0vfSpSPJ/Sw75lRPW9dEzErQg/c5gA2uzE7sG/UwZ2yq6U1SplFQ5dAwI6uk31+xl1w2m2fM4otzEgIkqTporUpsofIkNlxLz67KOj68I0+4GhuOL42N3Txy4+JmFd60b+W3kKTE8myj7kesai6GjzQBmK/PSl/SI+R3oNdblWnr60b+BjXxBiXIZdpkSvWnpMVtLBYexcpovik/P1PafHjuVysP4d7Ae/dzXcgHnRNMnzCV2bAQB+c0Z3z2Xq3Dz69ySTh6q4jcusU8t/ley1644PWpwEH/5qSCTHIcpWDIiI0mDmfWcpu32YW2FevmYAbjm1q+1xJCS+G3Gm6/nMrRCqSkOLBrXj2Yvq1spHnYK8QN1ozMcOc3ewyqavfL1CdetNQ5sudl/ecYqn8xmLOiQF3ZRSqUFta6uJMUXxcR1jFeHhARINtGqYmpa8BMmerbQAACAASURBVNqbpZobS3XV5PpNaj2ZyuWDOuDi/m0V86LF/r9/+NGWffXP8OS7TwcAjPnNyZbP+ZWDOwHwN/nzkG4tcPnx1S1D5vcoqi6zxsArqhbZIEdx+05xC+b0MW93nV2d/OYMl7F0L15tnVC7ab3qHgCqLrtRt1pncpBKpGNARJQGrRvVsbQQrRs5HLVMWbzO7nUEmtvcAb/+xM4Y1ruNpwxQ5i5Eehccp/StBfl5+Py3iYGEn9+1KH5U7ccOJ67Qn9/AzuruMJ2bWyvNxtnT9ZfB7nTGCkjUmtZL3iSIRqrndmTrBtXrtQ1uPLlLJOdL5uSORqoWJq8VsLCtU9nozqFH4jlD11ozZSO16fVUdWUN2gJs9zVxw0ldMLBzM8/HqaelUDceb4oWwNW1uYGSafTX9ec23Qf7tIt1+2zewPrZsvsdOFnRFdL4m3Jub/uW45VPnGdfWB/YZY6yAQMiomxi+GF5+MLe6Gi48+lUH3nogl4JrSSdW9THtD+cgZ8N7IC3brS2VAVJhOA25iaZNwn7dXCe7E/1g2y8++z2g337WT2CFCsrBanXeq3vzHlgqP+DR8QtQJ/8+/Sl/04FrzcoVJuprgnzdi0DthLaXW9ttJYmu2yZZnpiGGO56iVxnqlkfJ/pN8RaB5i64bGL1YkQVO+625XA+IVyEQMiohrD/ie6UZ1aCYNmgdiYijq18hMy0wHA2j+fbzubuNMP5Ts3n4Bv7jnDUlGKsruEKvlBFOdIxpwiv09iq1JU7CbyjYLbW9JPkeQg6rNfOyTWjeuGkzrjnnOOiq/Vu48Zn3PXltWtZZkm3RVUVXpy82fmxG6J3yPT/nBG/G9zunbz+EKd6hps5rGl0bzvgE5N42MfjV1vg7yWbuPvvPL6GbPbbP7GPdp6789CdU510Cst69N93RGlEgMiIkoQtKvbEY3roGPzemhi0wUsiqDjKm2cgjkAMnc19KL4UHm8C4qqbGGLe7ZDV5R0U80zEiaoDLLrgk17ASSnO43+XAq06+L8Pm0SWlON2RmBaDOP9WoTffrq1A7BsL4hdRUtLfUN3dD+eUV/X2cY63FMn1exedBi9GCriUNadi/uHHpkPGHHaUdas9qlM1iw+8y0UHSvdgueOLyHKIYBEVENMOq6geiWgjvcXn48rxjUEd/+MXZ3uHWj2ijUxitVKWrcfiew1Ss75jEMT/zkGNXmrk7TJmF85+ZYt8FcGfx77YmdLcs27D4EILpJGZVddVSBZ8DjH9VanVI+3W6IaAxW0tm88CVllZ52b1yvVrwV6IJ+zvM+2X2uhLBfJz1W1Xu0aoCJd1V3d9S/B90CbWNiAZUOzeoiP9/+IEG+KvSjXTm4o+PYHa/HSSiPVJfK6w0H4556EBXk5lj0GUCJUoMBEVE2sfkVPrNn64yZzyY/T6C9NjP5zPuGWrrbdFNkBbNjrhTdeEoXfPDLIbjjrB5oWLsA799yAgDYJp7wqpOWdKGk3Ftl0A9za0S6uAV7peWxuU3c55uycskWnxSqu+Hxc2sn9zpWIkM+OraiDNTdnuuyrbGJib2MCVJlgYt3t1Kc5+ELermVLv5X0Oesfw+67X/TKYnZO42tTLHjwPEi3nWwLEjxAMSCsTAt5lFer8L0f1h2k+kSZToGRERZpInLXc1M1kDrYnOWj/74BXmJX1H1CgswqEszFOTnYdGfzo1nWzL+mKsGYXutQCRjwsMxvz058mMGYXwN9D9bGCq9PduktiLTT5vvJhmBvDmQdjtFLmWbs3uu+mumBzn3nHuUcrvYMWKa1i/EsseGqY+nCCauP6lLwv5OzLu3aljb83giwP4915ebAxJzljzXrmYuEVcyuk6685g4wxh4qtbnzseBKC5UQCSEaCaEmCCEWKn9r+yILYSoFELM1/59ZljeRQgxU9v/fSFEavK0EmWpUdcdj+/vdZ93KFnC/E7uP1zha/v//fpEXHKct644Xn/A9XTj2ShoVzanyS/PO6Z6zqEgLUNR+sfl7uNQVjxenQbY6T2vMOVr168T81j+5IxfytJ+l1qxB2jjqZxeGuMzNF836kBC2j5SvQeDujTDyd0Tx+0IARwdMGhXdb9zS/4iRPU2xlV6qvpjO1irO8/93Pka1oP/oAF4T631xS3V/CBDuvIw13iQXXPp5gLVLGFrByMATJJS9gAwSXusUiKl7K/9u9Cw/CkAf9P2LwZwY8jyENVoTeoVok1j93mHkiWVVb0BnZrGB8Uni9M4hbA/6/F++DbrVd2Hzu9zhP3xDAea9+DZjue+dEB1IDn1ntg4D2OFqbpiZixvcIGyZ2kF0ped6aHlsLAgzzKRpOo9/HjuZgBA+6aJn5Xfn5PY6hGvvNXgOpzX9+bjeZsTtje+qkGCPM/XhGK7D345BMe0s2YhjLKybT6S12c4/s7YeKUCxfgic7c7O27jo+xeO6ebFpuKDyknKVa9ZslsAfI69oso04StbVwE4L/a3/8FcLHXHUXsF/lMAB8F2Z+IsouXCWSTpXqQcPWytgHm+ojS4C7WGeIHdLKfiNLcfdDJkz/pC8A+aYWqPhRmTEO+j7L58fxVx1mWvauNG9M5dblz646nV2qH92njuF0u6BrRWDe/l5HbxMT64aS0SRft73S2nII+dYKQiE6sLIvLBopzt2xYB/+9fpB10wDldBoH5rpvTb67QDVa2F+x1lLKLQCg/d/KZrs6QojZQogZQgg96GkOYI+UUu9HswmAbf8YIcQt2jFm79ixI2SxiSgbuFUM9NVBeildObgj1uw46GufX53Wzf+JfKhTy/4ruW6tfDww/GhPxyksyMPbNyVOuOtWuWndqDZevHqAp+N3aJYY3IZpyCs+ZD84vdDhwE5zpegtbW4tG0LEgkZV1r1M0fOIhrguRPlO6NIcz17WN/7YZgogwzxlsQ3aO9zAcLqU/FaH7xjaA9NHxLoBq7q0Gt/BRnXCj6FUBcmDuzRDlcOlolqlukGhaqFJOHf8f+dXye6zqpfDLkBTpUfPBJmS8IfIievPmBBiohBiseLfRT7O01FKORDAlQCeE0J0g8/ERFLKl6SUA6WUA1u2bOnj1ESUCVRpt71a++fzEyZ6NCt0GRukd+MwVkR+c2YPjF+6zVc5VAkbglLVEeoUOFdo6hV6P/9J3a1zpziXR2DYMfZd9oym/SFxHJuqdclrNytjJe6so+3uqdlTDwqPlUev5NrVx6KakLdt4zr480/7hDrG4xerU8c/MLwXzuhZ/boc39l5ziRzMoTHf3IMLh3QAQCw8onzbLuh6u+XnhXyOMPcTGFbYSzjcwx/1y7IR1st+OrQrJ7j5/zPl/TB1LtP93hWbxnrGtethfd/OUSRiMMlqYL2fz3D9Wv8fDq9ZhIyXqZa+QIv/cLbjQjdxuISz9t6zbRoDPCiCmB6eOxCSJQJXAMiKeVQKeUxin+jAWwTQrQBAO3/7TbHKNL+XwNgKoBjAewE0EQIoX+DtAdQFPoZEVHSDO/TBmceFeyGhFOl5EaXuVuEEOjQzD45gHFi1ov7Wxua7ZIvqH729aAn2Xc1vc4g31/LxgZ465//4tXWbmaAabyQS5eY2Q8MdT1PVIyZw1699ngAsKRq98MYMOiVevO196QWvPRoFU1mvYL8vHjrRrpHUNx2Rvf43x2a1U2Yn0w1gbG5Mt7R9Dkzj9lKNvPnPN5lDrEWos5JSmNvbrVxG1+3qfhQvFxGfhO3lFcajhBPF2/XRBTb4PMF0VWV9LMbb0zEW7IMXxB+P5IN6xTEM2yyfYiyQdguc58BuFb7+1oAo80bCCGaCiFqa3+3AHASgKUydjtqCoBLnfYnosxx97lHYZSin7oXemVe1XJgVwEe3LWZ73l8Hrv4GMtcR/pgZPOkgT851ho8RT3WKWxc9Z5pzAwQvtLtVianOX6Ux1OeQ1jmqfH6WqjmtzGLJxcxvRjtm9aLLzMGk0btmtTFupHD0Stg5r5j2iXul8yB5G7Z0MIf3z4QaN2oNo7vYj+uTX086zJzkau7unp/Mj1Dzm/zjqkLaX6eQOfm9SzvpdEhbZJaVSmb26QAdwqIElLfO3wWVu04YL/SZV/rts4bf+YhuLpycEdL67RbgFS7ID/+vcsec5QNwgZEIwGcLYRYCeBs7TGEEAOFEK9o2xwNYLYQYgFiAdBIKeVSbd0fAdwlhFiF2JiiV0OWh4gy0Aldm+GMo2LdflQ/0HYVo+M6NsUUz11k3AOFfu2bJARLDSMYk2DH/DSvGtwR341wTpmuyiIVZarwMC0vfkkpcefZRyrX9W7byPJe+SnZyifOwwmmlotjOzaJnzdZ9DFN955nHcsV5WnH3n4KFj1yTnQHVLB7nYzX7cz7huIum/fQjp9B9e/+sNHztnrroVG7JnVxbm9rdsLz+xyBnxpS9queaZ4Q+Op3p+K16wZp21i32ltSblseuyySQVqWF23em/B4jEuQErarp7GMuz1OMGu+XhrXTfzuvP98b+MbiTJVqF9aKeUuKeVZUsoe2v+7teWzpZQ3aX9Pl1L2kVL20/5/1bD/GinlIClldynlZVLKw+GeDhFlovduGYKRl/S1XS8lbCd4DMKpbtquqX3Xu7AauYwxMrY+qSqO5/a2juGJp8gW1fs4V/rVlaU8IdCvfWIqY6fK2zVDOqGhh5YaJ0GDE7f6nrHrV54W5DlVEqO6Q623VpqfVtQxWIdmdS3B+m/P7G6zdTTqFgZrzQtCP/TPBrb3vI9qnOBHvx6Ce87tCSDxPXj+qgE435A5UBhPqqlfO9aC4Tb+0JbL66O69oViXNM/rzgWP27ZDwB45jL778iE47id2/ANqNrUODeZsYslELtpojp+pen59DyiUTxT5+1ndsfNp3Y1lc25DESZJntnKSSiGqNe7YJIJgZV/fC+cUNiF7+TuzePj5Pw29Vpx37nezZBWmCMZXDa363S3c+me1icz6I9etExaFLfvgWtlmkeluF9vaeujgV3erGsBTv9yJaeBmT/cP9ZaFA7dt3kCaBv+8Y4RxFURiXP5v1RVSDH33mqr2PbVXKNaae9+vqe032dGwDuOKsHJt51mnJdMhrd1o0cjqcv7RfqGF7LJQQS7pJM/v1p8UQTTszzWCXDBf3aQi+cU9p9I2OSDZ2f9+j8Pm3icyZdelz7hFb4py7p6zrxKwC8fsPxmPT72H5+E7gQZSIGRESUUuaf2vF3nopbT69OZ/3HYT3xuTYYNzDDj/epRyYmgbjl1G74xiaT1V9/1q86AYNifZAsc6o5kKL0zT1nQAjgqkEdHbfLEyLSRBErnzi/+oEQ+OWpXXHn0B6GRdZzJdwhdzj2jSd3xYS7TnN9zVo1rJ5LSkDgs9+cjPP7tLEEun4qi9cM6WS7rnqwuXWd+RRHto4mYYPbeVQ6NY+1ZPnpvla3MB/dWzUwTNob8FqJJ+wwtoYEj6iOSMJ8YV1bNrDcfOigaDlWJaEIw+sYIiNVC9ZAReDk96NdoLes5glP4zTjKb+189QuyEfdwnw8f9VxGNDJOfOhECLSrr9EycArlIjS6sjWDRNahzo2q6ecpd6LsDey3Vp4VBUkr3MDhWWs8Bif5xGN62Dtn4fjZ8d3sGyXsD+qK6bJmDyxb/smuGNo9XgTKWXglgX9Ofi7613dMhTF8wvTWhdWwuH11yLA1e1lH7tnaXe9Oe5kPLfhRbJLquDFK9cejzkesh4GmczUqLvPFNHGw71vSHwS5Np1suxRa1diZRITm/318sx/6GzTcu9dTI0Px/wm8WbV+X3a2KZyN/rZ8R3w0a+GuG5HlC4MiIgopTo1rx/ZwHe7+U0ev/gYPH1pX1zULzGrXNgGEtXdaruKhdupzLu5Tero9Tjmrmxe9rET9m3yOq9RGHoZrzupS/VCc4XOT1au+HEVY0BE4v/GMsQr1BEGS786rRv6tY91hTymbbCbBG7cuuopOU+yE6kGtQvQ3CbrobHs5jEuun4dmsQTujgxz5Pm9ZqJotHVaVLYvDxR3X1UO5lqc/d4sLqgfstsPLaXDJAqtQvyMbCzv4yFRKnEgIiIUmb548NwxSDnvvtRJEI7sXsL/GxgB/z9imMTlutdiYJSdfswlrf4kH1WKjddfaQXN9bdjC/Xx7eeiNOPVFf+Iukt5/MYHZrVw3kuQZFTuaJuiAmbrti4qK5pzFv/Dk2wbuTwwCm4j2nbOJ7FTjfivJ6or1VAz+vTButGDg90bCdeXhNzcOhUgVd1mbPZJDRjsSqrqpTbjL7tJNzrIQNaI1MSCymDjd+K76+4DoJ+Bn9/jr9MfwnfDxF88I2ty162feemwRh13fEJy4gyHQMiIkqZ2gX5rj/QyRprs27kcEuqZrNGdWpZWgE+vvVEQ9mshbvCZexO/Hg2d2hV9QxzxdiJcffjOja1H/hvOP/Azs1w+pEBJtj1UTHUX6uE5+fw3kb5vre3mUuqToH3xB1OxREAfrTJinhsx6a+584CYi0ZK544z/d+Trx0HQwyTqZebfvX0U93rlRSjREyuv2sHvjmHvXYQhX9+j54uFK53k+Lntvro3+Gqru8umzver7kvSO92jbCid1boG/76iQvnIeIsgEDIiJKObsf7L9c1g+ne+jeUn2ccG0I5mCkb3trJcY4IaTqLmmdWvloUs+ajc2x5cOl2I3qeuuWMu0PZwSq0LZrUhev3+A+we7pR8WCpmcu7YsHHcZKqZ5qMucDcnP3uUdZxkwAwNUndMIXtwdP2GGuSNapZX3tj2zdMJ61y2sFe82T57tv5GD0bSfhl1raYyMvn48Tu7XAB79MHNvx1o2DbceFrBs53NKaoiJg7GKY/hpxh2b1HFvY6tTKR0dDOuqgrYn6XycaMq/9WksaU50237y/8/H17oCPXXRMbH/FNn4+bkHeDi9B1LqRw3FKjwA3WogyAAMiIsoYlwxoH0n67aD8ps0e1CXWJ17fy8+cJqocbH51aJa8OZUA4PGL+2DdyOG4bGAH3HiKtcLtRZi6sB5Uuc3vZFYrPw9N6hValhcW5KG3xzv3XrryLXvsPK2c6u2c0pYb2bXqedWvQ5N41zq/8vNE/DrWndwjMY1ysC5j1fslK8NYquOsT287Kf63n4C/fmHsO81uDJrbTY3Jy7YDqE6tbx7vZKYsW5jPIcLffCLKdAyIiCjl0th4YOvtmwYnVKKrZ6KvrkmYJ/9s0SC2vT45pJ+ubmbHdXKeRyhs5S+ZY4jCHNu869CjW6NzgC5nUXjjhuPjmfKM16h5UlRzme2ef/3CAlwxqAMm3uVvTqKoOH3O/HwEw469evInffDlHaf4OKM3xueXiu+U/jZzfXV0uTFRncpc7XKXbreDTMkI3IIx/Xxf/S7Ya+70dmfgVzdRJBgQEVHWCtsX3ninVZ9c8IpBHXFR/7bK7fPzREIWN/38Vw6OVWgS5+PwVja9BLee3t1xu0w0Vesaprwh7ZCUQEDYVmBfuXZgPJPVyT1a4OELekVRVE9OPbIVmtW3tizpy+ppd/pLK9TjRszy8wT+/NO+8Ht7PlCLjGKfqIKE3w3t4Tu9vLHS3rR+IY5u0yiawqSIn++WIxrXceyO5xZQqm6k6N1VAeuNGPP7es2QTjihazPD9rH/ex5heM1tErF4kf4Oj0TJx4CIiLLWka0b4M0b3cfC2Dm1R8uEMUIAcO2JnfH3y4+1bPvUJX0s6XvN3UjcurKoeM/eVF0tSVv3FdNpnVpyVM/L78tTr7AA15/UJZVZnh2Pe9nAWIbEWeuKfR0ryi5jequkF3oAF9aATs1wk4cuky0a1EYfwxxiGTB0KDAJiZ5tGqJZ/UKbFOzOT8742ldPzuz9Bbn19O6459yj4mVJLFvia/voRcfEU5MP79MGg7tYk8eYj2FXErt0804TVrvL4guBcgYDIiJKuagqsUKIUIN4h/Zqja9+p+7OZO7v//PjO6KuSwXzj8N6WvZ3e1xlk8M4zOB/FSmTN7g9TAKJsGVKRlepQV2aJdxx18XHgvg8nt+xXk5j2f76s/544arjLMvNL+PUu0/H2zcN9nXesGY/MBRHaTcYCvKSX70wPudkXNp/v/xYfPfHM33to1+O5/Y+Ai0bxoIU/UaJbRCi+EYc1KUZbjsj1mpsvsarpLQ91r+vOg6tFfOlGcdmCiHY9Y3IhAEREVFA5m41nZrbV3z9VdxtUmeHrPSlM/ObG6cuSo4psD3No+OvLO/dfALevKE6mND3P6d3bE6lhh6yrAX1zs2DHSe/rF+7AK0axSq8f7msH1rYTFrauUX9+HYq5m5YUZp412k4onGdpI/rSTx+9M+nVn6e600QO/l5Ar3bxrqstW0Sex+CJs9QlcHPjYR1I4ebAiL7bSXg+FJm7jcIUTjB0tIQEeWoWMVdXS1QVTLd6i3qI9ksDVEbiaSbnV1SBcWKIxrH5gKye/5Rdfs7u1fryFtC7CquesvNkG6JXZKijC1O7NbCdRu9HJcMaI9LBrQPdJ7urRpgzY4Dgfb1cuxsl9hF1V6B6VpRZYwrzA/XdfH/+rZNGA8kJXDLqV1RVu5tLJuK7SXLiIdyFAMiIqIIfH/vmQmpj71mIrPpMWeR0D3I593wM45qifP6tME/Jq30tZ9X5uDm41tPRLcW0VWKnV6iWvl58YQYqVLfdMc+1Q1vIbN0AwD+e/2g+Pw2yWIce5JsqmQYYXgN2FubWuE+/vWJOFxRFWlZ8vNEvCsiEHtdjd1z/XK6fDoqWrk7N68fKk7q1io9WSOJ/GBAREQpl8ldt8y83v1vo7WI6JYU7Yvt7xK8qF8L6z5hXrLXro8lnggdEHkow2vXHY9jOzTx3KUn24ZbT/vDGUmf/8mN3/myVIJ2BctUzeoXOmZ6SxXjteE0jmpQl2b4Ye3uQOdw+y7o5pK23u6zqb9+2/eXxpcte2wYCvPz8OLXq1FS5r9FatljwwJNHk2UagyIiIgUbOvzHuuibZskdhmzVmJiK87u1Rortu23nNvvbPbpZAz6zuj5/+3deZAc9XnG8edZaVcrgRZdqxtd6ABxSCKLMAgkATKHIBIYDFKwCwSEwlUgDDhBBhc4xLiIcxA7dhITQoyrYrBDHFsOUGAwtlNxsFElMmdBBKFAhRxkLLCJMEjw5o+dhdHuzrU9Mz098/1UqbTd09Pz7r7TM/327+iJRbb8QCVjWJL+6mOr2HowWDGUJDfPfu7Uip+zcEqXvvH79Z0woRHV8rJKqQsZne29J/nFcv/+sT9ghjdrw7LZ2rBsdqIYCzl27oRBi8ODuvfT8zv/r6J99Y09um/j8Xo3Qr/dU1nrV5o32gYqQdkOAEX0PzFywYV9Terad7B7oVnmZo7fT184Z1F5sRS40325rlt9iG4+87AB6y8q98RsCK9b6Gr26M76XI/bdvNpOqi7Mca0fP6swwesGzG88hNG22WNNUJ19H8PP/DJ5TrtsClD319KA3Xu3Tj0m+NO7Ooc0AoONBNaiACgiGLTZw/W3e2MI6boXx/fUfLu9EVnTiuwPmlPw6NmjdNRswZOJ903C9ZQFesRM9g4FVv68vojtWv3O2XtP8mvPbwK3XUauXUOtdf//mIL+t27rJSkN5CuFlprgMIoiABgEG0FCpoPzRmv13fv0daXXx/0eTecsVAbls0e8inQ9LEjNX9SZSdcSXzl95bo+PlDv5fTl9Yt1vIizz9ryTQNb7Puf/IX76+L6O3GNna/joL3YdpHdoacoQlNHzu0lpHJBaY9H1AgVfj+Tno4JCnPsjT+E6gEBRGAusvCV+qwXEHUfwD7HRccJUmac919g7bYTOzq1MSuTu144y1JhQcwFxpD8/A1K9RmDxhXlK+ag5RPP2JqouevWTyt6OOrD5+i1YdP0axN9w76eNJugLXWwYDwIav9fYjq80lyyqGTC471KhbCZ844RBtPmjfkyRMA1A8FEQAMoq3Neujq5QMKmvx71BQ7GSrVTaZQAVDOmJIDRrbrZ9efVHK7RjNieDaLi2rVao1a9KE420Ma6zVi+DB1jx5W8ZihUlOI8zYCqo+CCAAKmDuxcNe1FfO7tfqI0gOr+5+8nNszPbe+8tOa/BPqiaOTjfupt/xZryotDNJuUSx3CvE0NWJPplrfh6jYtNZJ1TLlpfZ99OyB4/zyJe4y1/hvZ6DuKIgAYAjuvGhp0ccLdQXrm1Hupdd21yKsmkrrPCrtcQtHzRqnuROTz1RXy79fWjOXFVPLtD18zQpNPqB2FwXKif1Dc8ZpwRDG+5V6H6Rd3DbKJBBAPSUqiGyPk/RNSbMkvSjp3IjY1W+bEyTdmrfqYEnrIuI7tr8maYWkN3KPXRgRW5PEBACNoO+kplDrwlCu0qZ9opSWtirciHQoPnP6IWof1qaFU7v00NUrEu+vL31fOOcI/eE9jyfe3z77brH3RiNMpX73pccM6Xn9U9V/eXZ38Rur1lojFtdArSVtIdok6eGIuMX2ptzytfkbRMQjkhZL7xdQ2yQ9mLfJH0TEPQnjAICGkvSkolWu0pbTHW3z5cdpz7uV3RCyGi45fk5Z25Wbq76tOtuHaXibtbecGfbKRDeo6qppl7kiy8/cdKo60h5rV+RtSamEZpW0IForaWXu5zsl/VD9CqJ+zpF0f0Rkr68IACRQ6fnV1DGdGjOyfd99NMlJb6WtGbMnpHvFvJShFL/VzuXFx80e9B5TjahZ3sflKvl+z/t7jOwoPXlD0i6kpf7+FD1oRUkvQ0yKiB2SlPt/Yont10m6q9+6m20/bvtW2yMGe5Ik2b7U9hbbW3bu3JksagCosaQtPGNGdWjrjSf322e6qnWi1Gxdcso9P83frNotgKM727Vs7oSq7rNWhjJjW73VtAtiv4qk0VqDi/3urdY1E62jZAuR7YckTR7koesreSHbUyQdLumBvNWflvQLSR2SblNv69JNgz0/Im7LbaOenh4OSSDDbjxjoc5fOiPtnfUqcQAACzJJREFUMDKn0L2LsqbZTqqaJC118f2rluvAcaPSDqOkenaZO3Ral84+cnrtXrBCY0a1a8HkQpNFNNnBC+SULIgiYlWhx2z/r+0pEbEjV/C8WmRX50r6l4jYk7fvHbkf37b9D5I+VWbcADKs7+alqMyYUe2lN6qlKpwLLZzSpePmZaMlA9U3bwizsmVd/wsZ/Yutrs52/fm5i+oWT6kWqc72YXrgk8sHfWzGuP101ap5tQgLSFXSMUSbJV0g6Zbc/98tsu169bYIvS+vmLKkMyU9mTAeAGhI/ScP2H9E5R+/H144SY9+Or0bslajq9t9Vx5fhUiy74JjZ+q3e+o/UQTKU80GopMPnaSv503Tn3oXuQQv3zG8TVeuml+9WIAGkbQgukXSt2xfLOklSR+VJNs9ki6LiEtyy7MkHSjpR/2e/4+2u9V7eG6VdFnCeACgIfUfCD12vw698PnVFe3Ddk3vvYL6uf70hWmHgDppH9am5fO7319O2h0vSdfZNYumaNH0MckCAJpQooIoIl6TNOByZURskXRJ3vKLkqYNst2JSV4fAPocMLJdS2aMTTuM95XTmlLJ/XXKmZ661v5ozWHasGx22mFkXvqZrI9Z40fp3SpOLQ7pxt9dqBMOLjV/VWFfWn9kFaMBmkfSFiIAaAg/7zcjW6NJWtAknWq3GrpHj1D36IKTgbascrpALZzSpZ6ZvQV7+pmsj81XHJd2CENW00nmEjyXCxJAbVAQAUAdjCrj/iJoXq04dqqrM+VJQIboI0umZeaeTkPVAA3OQEOhIAKAGnvwquWakYGphlG5L563WN1d5beaTRszUodN7aphREjqL85bXNP9V9JVtlYoiIB9URABQI3Nr8JUw40whggDrV0yYHhsUf++iaGzreyKE+dq7eKpaYeR/kx3QIOhIAKADGiEMUS1RL2HVnDNyQvSDkGSNJIuvMA+KIgAAKnjijVQP39z/pHatXtP2mEADYOCCAAAoIWM33+Exu/PjJFAn7a0AwAAlNbMY4i+ccnR6hjO1xEAIB18AwFABjTzGKJj505IOwQAQAujIAIAAADQsiiIAKAGmrhBBwCApkJBBAA1UO0hP808hggAgDRREAFADVR7GulmHkMEAECaKIgAoAZo0AEAIBsoiAAAAAC0LAoiAKiB0Z3Vve81Y4gAAKgNCiIAqIFRHcP14i2nV21/jCECAKA2KIgAAAAAtCwKIgDIgDa6zAEAUBPV7eQOAKi6ezcep4mjO9MOAwCApkRBBAAN7tCpB6QdAgAATYsucwAAAABaFgURAAAAgJZFQQQAAACgZSUqiGx/1PZTtt+z3VNku1NtP2t7m+1Neetn2/6p7f+2/U3bHUniAQAAAIBKJG0helLSRyT9uNAGtodJ+oqk0yQtlLTe9sLcw38i6daImCdpl6SLE8YDAAAAAGVLVBBFxDMR8WyJzZZK2hYRL0TEO5LulrTWtiWdKOme3HZ3SjozSTwAAAAAUIl6jCGaJunlvOXtuXXjJb0eEXv7rQcAAACAuih5HyLbD0maPMhD10fEd8t4jcFurx5F1heK41JJl0rSjBkzynhZAAAAACiuZEEUEasSvsZ2SQfmLU+X9IqkX0oaY3t4rpWob32hOG6TdJsk9fT0FCycAAAAAKBc9egy95ikebkZ5TokrZO0OSJC0iOSzsltd4GkclqcAAAAAKAq3FuXDPHJ9lmS/kpSt6TXJW2NiFNsT5V0e0Sszm23WtJfShom6Y6IuDm3fo56J1kYJ+m/JH0sIt4u43V/I6nUZA5oDBPU2xqIbCBf2UK+soNcZQv5yhbylR31ztXMiOgutVGigigttrdERMH7HqFxkKtsIV/ZQr6yg1xlC/nKFvKVHY2aq3p0mQMAAACAhkRBBAAAAKBlZbUgui3tAFA2cpUt5CtbyFd2kKtsIV/ZQr6yoyFzlckxRAAAAABQDVltIQIAAACAxCiIAAAAALSsTBVEtk+1/aztbbY3pR1PqyuVD9tX237a9uO2H7Y9M++xd21vzf3bXN/IUUbuLrS9My9Hl6QRZ6sqIz+35uXmOduv5z3GsdVAbN9h+1XbT6YdC/ZVKje2z899fz1u+ye2F9U7RnygjHyttP1G3uffDfWOER8oI18H2P6e7Z/bfsr2hnrHuE88WRlDZHuYpOckfVjSdkmPSVofEU+nGliLKicftk+Q9NOI2G37E5JWRsR5ucfejIj9Uwi95ZWZuwsl9UTE5akE2cIq/ayzfYWkJRFxUW6ZY6uB2F4u6U1JX4+Iw9KOBx8olRvbx0p6JiJ22T5N0mcj4uh6x4leZeRrpaRPRcQZ9Y4NA5WRr+skHRAR19rulvSspMkR8U6dQ5WUrRaipZK2RcQLuT/W3ZLWphxTKyuZj4h4JCJ25xYflTS9zjFicBxLja3S/KyXdFddIkPFIuLHkn6VdhwYqFRuIuInEbErt8h3WMo4lrKljHyFpNG2LWn/3LZ76xHbYLJUEE2T9HLe8vbcOqSj0nxcLOn+vOVO21tsP2r7zFoEiILKzd3Zua4i99g+sD6hQRUcW7luqLMl/SBvNccWUH39v8PQmI7JdcG63/ahaQeDor4s6RBJr0h6QtKVEfFeWsEMT+uFh8CDrMtGf7/mVHY+bH9MUo+kFXmrZ0TEK7bnSPqB7Sci4vkaxImBysnd9yTdFRFv275M0p2STqx5ZJAq+6xbJ+meiHg3bx3HFlBFue7fF0s6Lu1YUNR/SpoZEW/aXi3pO5LmpRwTCjtF0lb1nlscJOn7tv8tIn6dRjBZaiHaLin/KvV09VaVSEdZ+bC9StL1ktZExNt96yPildz/L0j6oaQltQwW+yiZu4h4LS9ffyfpd+oUGyr7rFunft3lOLaA6rF9hKTbJa2NiNfSjgeFRcSvI+LN3M/3SWq3PSHlsFDYBknfjl7bJP2PpIPTCiZLBdFjkubZnm27Q70nAsyglJ6S+bC9RNJX1VsMvZq3fqztEbmfJ0haJonJMeqnnNxNyVtcI+mZOsbX6sr6rLO9QNJYSf+Rt45jC6gS2zMkfVvSxyPiubTjQXG2J+fGo8j2UvWe41LENq6XJJ0kSbYnSVog6YW0gslMl7mI2Gv7ckkPSBom6Y6IeCrlsFpWoXzYvknSlojYLOlP1TtQ7p9yn1EvRcQa9fYZ/art99T7gXULswXWT5m522h7jXoHOP5K0oWpBdxiysyP1DuZwt2x71ShHFsNxvZdklZKmmB7u6QbI+Lv040K0uC5kdQuSRHxt5JukDRe0l/nvsP2RkRPOtGijHydI+kTtvdKekvSun6fj6ijMvL1x5K+ZvsJ9XYVvzYifplSuNmZdhsAAAAAqi1LXeYAAAAAoKooiAAAAAC0LAoiAAAAAC2LgggAAABAy6IgAgAAANCyMjPtNgCgddgeL+nh3OJkSe9K2plb3h0Rx6YSGACg6TDtNgCgodn+rKQ3I+LP0o4FANB86DIHAMgU22/m/l9p+0e2v2X7Odu32D7f9s9sP2H7oNx23bb/2fZjuX/L0v0NAACNhIIIAJBliyRdKelwSR+XND8ilkq6XdIVuW2+KOnWiDhK0tm5xwAAkMQYIgBAtj0WETskyfbzkh7MrX9C0gm5n1dJWmi77zldtkdHxG/qGikAoCFREAEAsuztvJ/fy1t+Tx98x7VJOiYi3qpnYACAbKDLHACg2T0o6fK+BduLU4wFANBgKIgAAM1uo6Qe24/bflrSZWkHBABoHEy7DQAAAKBl0UIEAAAAoGVREAEAAABoWRREAAAAAFoWBREAAACAlkVBBAAAAKBlURABAAAAaFkURAAAAABa1v8DZTMj7r5yoVoAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1008x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 加载手风琴声音文件\n",
    "y, sr = librosa.load('media/accordion.mp3')\n",
    "x = y[40000:80000,]\n",
    "print(\"长度 =\",\"%.2f\" % (x.shape[0] / sr), \"秒\", \"，最大值\", x_third.max())\n",
    "\n",
    "# 绘图\n",
    "plt.figure(figsize=(14, 5))\n",
    "librosa.display.waveplot(x, sr=sr)\n",
    "\n",
    "# 播放手风琴音频\n",
    "ipd.Audio(x, rate=sr) # load a local WAV file"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 五倍加速，音高不变"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "长度 = 0.35 秒\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_stretch = librosa.effects.time_stretch(x, 5.0)\n",
    "print(\"长度 =\",\"%.2f\" % (x_stretch.shape[0] / sr), \"秒\")\n",
    "\n",
    "plt.figure(figsize=(14, 5))\n",
    "librosa.display.waveplot(x_stretch, sr=sr)\n",
    "\n",
    "ipd.Audio(x_stretch, rate=sr) # load a NumPy array"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 两倍减速，音高不变"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "长度 = 3.65 秒\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
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      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    },
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Z/5ype71KXI65kTLDrdU2F6TdsVdtP4BSB+cg5bA+fRCMAs9sV3LVr2Xiwk2ugpl8/D7YU11v+liuy/uWx/T4+ZaGmxoeBj5E5FpVXRiH35V+Fjan9RKrxu6ZK3eg3z2fJPZ19/vfY6lBimZ9Jd5Lhc/PetyzX6zA+U+Zr/UTtukdcStiMfHfrC7idmifHaP38ZY3tfNCjIqi3GdVkS4LpfY4WAm5XCx1w+5qw2FhfrF7t+3mJP3r69XmvaFZ0EjV4+N2flAmXPvKt5p092YufW4mgNz3oBj57WvzkzdSGi7ysMAO2PXcEmUaAx8icq0+7M+Pl9PkBkGTSqqUqUNy/jdnPd6bvyFl250HtFm8cp39beqPWzFnjTalsnpOUNig58NpmffW1GPO6p0AkumOv9+wNzEMSkqpOfdm74PfZ8goOcDrc7RDrYyK4uQycdLjo95PyOWwNXXQc/1/57l6bvL43s9our1N9ZEoKsdNwK9enpvy2I+b9+KTRZs191n1rhlRB55+Vm4/X7rNcyDl5HxPX77D077tdL81d0kJ5q3dldHAaN3OKqz1OH/R7wYdIrcY+BCRez51fTj9CbSqpCqVdrugoHFprGKmVAj+NX11RlZVd0o/J2LJ5n2aOUF1aVQQ/jZ5Gc5/egYA4IbXk63Gny/dhrpwFH/8eAnOfGK65/175XWKjNl7qw5mnQzzklImhtqkE0d8sMB4MVj741s9ll5yAzvK6/7o+80pj9369kJc/dLctCJddfkSn0kf6riXvzDL8ZpL+uNZpbhPDcL9rZArsVqm0jdbndtz/vF1RhZQVpz6ty9t5+uZcZvJk8hvDHyIKGec/AhOXLgJt76dXJDQ7Cnq+41aq5WKWW087W9tOIpHPl3qorTmlZht+2otU20bKdcNzdI/36jH57pX5xmuSaKvNFuNo1+3qyplH3lfGYkXr1aXsnnQ/Z9azoPQiyK3ackjVpPVbZ7r52KgThIXpNMjqlx/6exjT3U9Ho83THjdi7R4q1ds26/d1sePwMD7PnG03YHasKM5L/d+sAg//5ezBUIVteHMDXusqnOX5EWNQ90o1xj4EJFrvjViOvgN/HrFdt1TpObvxPo9Dg+ZzjwIs5d95IOTce8Hi1ztq1w3GVx/Ts0qCF8YpCvWV9qUfRn1aO3YX4d9tdpgIVt1kUwkB1ACRCcvQcpk+t1cxHrWKcWBYQ9NxjcrjYdeGWVI8zqcyWmgu3D9Hkz4bhO27avFpj3Vltuqi+elcqt/edOXb8ej8YYJr++V8l2hf/7mPTWmvUN+UNZmstPn7kl4atpy2+0MP/M2Ja6pjxoOEayPRNNOMKB/tptMgkxuQLnGwIeIXPOr+ppuT4OU6mE1yX0Z1a+Vh/UtoVv31eDIByenVQ4A2LI3/fS/amY9E0b368+i0uNl1KN1wTMz8L1usUwpJQbd/ymeN1kDyC9uA59JizYjHIn6VimNXS8+7czj8U0fQ+wa0s/7UhglN3Dz8dFvq76OzPZzx7sL8etXv8XZT07HCX+eZrl/demkNA44Ji7chGPHT3VUXqP92dEHA2ZPy6fFiNfssJ8rU+IyEQcA/OI/czBOt6Ds716fj563f4Q73l1o8ixn9OfVzdpR+XTuqWFi4ENEriVTR/vbcujoOSZpme2KYtb6u3p7leM1S0b8ZRqWGWSMc2v7/lps3689pn54ntkk4HqDmrv6ffhy2XbMNOk1MBOVsfkyc9fsNN2v3qKNe9y//y4j5l++NBdz1jibqO2kKFEpExdd/vX4pD5WUx9JDIE0GmbppuFAHRTU1EcS669Y7iF+zG37a1EXdlZhvfmNBaa9sNOXb8eG3dV44MPFtvtRv16vb1Vy/p9+36nbZup6mLtmF276n/v1uNS8Br3frd+juf32vFjSl4Ub9hhtnhUVpaGcHZsIYOBDRB4oP7rptJ6f9rcv8d58b5PENWXJ8PZ6q01aaKf+aLxwqJELn5mByT9ot08d6mbS42NQAdW/psWb9qZsY8Wshd7K2Me/wo+b3QWBXqapOFlv58PvNuKPH/9ou526h7AuEsl6SmC3n5cLn5mBsY9/CcD43LnZn/ql6oMYo90IVSjuJKuaEqi8MXe9YS+s+jjPOehZVH8enL5N+sYDs2JnKuGAmQ+/M/+ee3veBjw4wToQDAVSq2pOTkm2X6cTp/Zrn+siUAPHwIeI3Eu0mnuvOLqtnOsOnfjbaau3spl+jR8ndYMZK5I9KH6MUTeaA6Avh9lhjIaK+DFkUP2vlUhUJirOlkkUdlalLH4aiFdMpy/fjguemeGobCXBgGUlTwL455fOhuhJAOM/igVI5z01AxMXpmY4yySrnkX1a5y3dhc+WLARP2zahxXbzNcOMnvf+909Ce/O25AIWGrqI1i/q1r1PPsyAMlrUjnO/3Spx82eq+xfuW9HvHfTqLir42nCa+qjeHF68n0MaHp8vA11MwvAjD7y6aa3/3r5dvzuf/MNH9Mn5VCLRKXt9WsU/Od7PhKifMXAh6iIrM7gAouKEx+Zhqe/WAEgO/MlbH/gHQ91i/n5i9rsSCt12Z1Sjy9x8T9nJm4rlakLnpmB/85aa1M467KoOV03xSjNdbqVIDeB0x3vLsSg+z+13W6z0eKn8Zc4+YctmLVqp6PA2ai1W8/xHBApNesGrdtl3HunT6jhh2Vb9mHkX6aZb6B6Cbe+vTC2VpDqklBfHbe9sxAvTl9l+r7vqw3jhtfn48p/z8bemno8NnkZTnnsi8TjKe+3yY6U4EP5nP/hze/Q47aJuODp1KBV/S7ph5UOfmAy5poMWRyhOif3fpDs+fCjr8LsutY3MtTUR9L+DL0xdz3e/jZ1/TAvwpEo/jJpSeK2UUa/r1dsx+6qupT71czOYS6DpscmL8PyrdbfuUSZxMCHyKEte2scjU3PlbpwFCP+Mi3RGj9tifOhV26s2HYAT02LBT65XgT0b5OXJitZqrIYtuia/Nrf8pb1RF99cKf0csxatROTFnnrMdCXZfv+Wjw40dm1ZZTmOl3JFnrjoUlqizfuxf5a+3S2RhOy9ckNrALn295ZGN+PsK2oOe2FM9ts/rrdmqQXl/zzG0f7c2Ofg3OmsBqitLuqDq9+sxb3frDYNmD9bMk2XP2fOdhTra0gOwl0/zp5qeHnKBKVmLV6Z+oDhkPTksfZW13vqsId0EZSAGLX/obd1tnl1PQ9T2YOu/NjV99kT3++QpN+/q256zFrVeyc+DF8cn9tGE98lsz2ZvRZ+nLZdjzyiX06/k8WbU7pebUr4oJ1u7F5j0HDBYAzn/jK9ph2XpqxOu19EHnFwIfIock/bHE0Nj1Xtu6L/VApFbgrXpytGctfVRf2vAK6mVy0HEopE5WLd+dvTFZuHPb4uKWvVGdizZuvlm1PWUHerAJltBZMukUyS/yg98acdVigmjBtNUzQaHiO/h6zgOWlmWvw6jdr48cQlu9dVErHPY8pc07iN89+cjpenumt984pp8k3hEieJ/352ldTj4H3fap6jr2ZK3em7Mnp9WKWYc6I+ghmC5jqPzt3vfe9xf5Skxu8PHONZVa4lOOZXBhGvatOE5wAseGS6rWwbnpjQSIg8+PrQb3oMBALcowcsFlPR4jYwsh66iJ+tWw7bnlTm/3trCen4/r/fmu4T33CBC/cNAIQ+Y2BD1GRUOaN1IWjiQqeumLa+65JeGG6v4FbTgIf3XGVv0c+Mi1x3+NTl+O5L1dqn2dT1senLEsshjnkgcn486TYXBB9ZU1dWfe+voi//JrjY+dfX6/W3LYanlcab6Ue8kAyVXjqPCbjA9/5rrpCLPHBAoskGNLZ5PvY8cwfO5Dxyph1GZ28B798aa7mdsQk85+efqSUH9ewFaOsbpv31qScgf/MWGO6D6PkBrtdLFYLJK+vxRv34uWZyWMZBez3u+zND5hk6kj3s7inuh7TljhLD11Va70mmRDm1/yfPv4Rc9fswutz1mmGfyoyud6OX0MCibxg4ENU4L5Yug23v7Mw8YNbG46aTlZft7MKq7YfSPQOpSsTvR+n//1Ly3UmVBmJY7dNeivmxVtk68JRnPTo57CreD766VLMiM/t2L6/FvPWxp5vGfgAmPrjFsv99r7rY8vHjWzeU+NoOJm6HOkwS/urWLwxloiiSZk2Fa1Vj48yXEudtjsqY/MplIDJWQpq+8edXof6THnqoX2b9tT49rmQMjVYsyviR98nh00q51V/fvW9EqNUwb4V/X7OenK6o+d5ZdTjc+vbC10FWUKX3OCjhZvw2OTUBXmtyxH7tzYcxR3vmvcueWGWoTDdz+J363fbbxRXVR/Bks37UDluAirHTUiZOyMgEtf4CtVcRikl/jFtBf4zY7Wm6eKblTtQFe9FchhTExUcBj5EDqzctt/1j262vDRzDV75Zm0i81hdOLngo37OhhACI/8yDZe/MBt+MFpRPF3fb9iLr1XDvox+f9VDlswqxnXhKPbXhnGgNoxlW/c7qnRt2F2TqFweqIutoaJv+dTv54ul1hPhq+pSW2X1+9C2bksc9fAUzF7tfJhRuvMKrvzXHMNyKZ76PDanKxzVX0/OyqT8vae6HsMempK430nA4mSImNPAx6oV+7+z1uLUx750tB87u6rqY8kJVJy+Q+GINC2n/nzvOGA9uT3xPJtUAX7UcbULjir/6j87zo+k39+HCze5LpPZebS6XvTzYcxlpsfHjZr6iCaJiFHgrhTnulfnpTymd+GzMxMBolEv6iqfkuc0slm8mSiTGPgQOfDa7HWuxoBnk/Lj/nA8TW9tOKppcf16+faUCfE/bNqLalWFfMW2/dhb424YCQD86pVv8cJXq/DIJ0vsN1ZZa7NauVWFOhKVOCS++CJgXpn6dPEW9L17UnI7B+W6/8PFuPS5WAa3Bet248p/z4Z+OR31HJsvlm5LGf5lZPpy6+BIndrbywiTdKta6uNv3F1tWvnTX0dzVscWZ3z009RJ1uoyqdP57qmuT7y/Tq45uwQaUel8uJY+cNu+r06THtxNL9v7FsPv0hk29+inSxPrI+kDFqeZ//TsUrb7UldX99AYDHUzum1Fm846de0hJ8yCED9er2mPT5r7dvMeSylRHjKvxgmR/H5Uf3aVMgqkXhvKMDSjc2eZlZCoQDDwIXIgk+Od06WvzNXphrpd8tw3+NygZ+bwuz7GrniL8YmPfI7b3/k+/hyJj7+Pta6GI1EMuPcTy+M/Nnkp/j51ueU2esP//Jnl4wGDSpQiZbiSzVujpKJ2WiFR99Cs2nYgpQLgpUX30ueSWcLCkagmWDtQG8YznyfnI3nZv/Qx0duO/cleBHUFCUi91u5493u89e16vPpN6lwN9ctQZ8BS7+/oh80nqitM1nFVPe69x+eF6avQUxVENyp13hL9m/+at6Dvq0kNfPyobHtdj9LqaU9/viI5J9DFPq3WxjFLbuCqx0e1wxVb95tmGbNy8l+/SLlvwbrdWLvTuuFFCYYrx00wTXevz1CoSDvwcfEmSAmUqXpPjIImpThhzRDd+PttcbA8/skjSgsDHyIHsjl8wY0Nu6tThpvVhiOqORvx1r74r9j8ddrx47e8lczmUx0f210bjuKal2MZfeoi0cSE/3AkiuF/Sg1YlFOjr9ya+f0bC2y3MatUqI+XvG393iit505Tb4d0Tbn6LGrpZMbbU12PQ27/CHtVFWP93twG2bNW7cSA+6yDUzeU87R+VxWU0hlVntRq660XVVUvnum1PFacnjO77fwagqPMkzAa7udGteoz9dmSbYlr2S2rCi4AfB+fw+WmhFan0myorZtLW13k+z5cjIUb7LOJOdn9WU9Ox0XPzrTcRt34oU6fvXlPDS57PtaIYRr42JRi1fYDhj2kXkikfl+NUDUqCSS/L9XD1JT7lm3dZ7HWT+Z+86rrI5bzOIkyiYEPkQP5GPe8N3+DYWpX9ZAQZYK+8iOmD3yqDYIV9Wt9fEqsJ2fs419iwsJNhi2lSgX3sDuTk/j/MmkJ1pm0qr45d73h/QAw4btYT5PdUDe1HzY5qww6fQ/ViwVKpAY66fT+3fS/1KBPn5nL7bW2arufiwEmD37cHz9LVFRnr9qJ+kjU9LXvqw3jFV2vj/rDdZanAAAgAElEQVR1nP5372t/3PaO9aT0KT9sQb3Dmdh2712ZxbAhM3+fugyvz16LfTX1+HRxLNGFEiB2u3Ui9sWH8+XyK8RrT5EVq3OZCHp1m6iHNrodHqtWbTBvDkDi/KfLbP8L1u9OpJY2O6cHTDKt1dRHEI1KvDV3PR6fkjpf9NpX5ho8y5qUEjeqUl8LAazWDSO2CsS+37AX7843HrKZ6ca+TKePJzLDwIfIgXwc6mbW+que43Plv2NJDJQeHL2wpsKorNIeu+/CZ2bg6fik9kUb9+K3r83XPz2+ffLvRz9diu/W78YTny3Hu/Pcpyz99auxclq1UOt7YIxSsRpx+juuXixw054aPDBBm+Y2nWxHRnNaUnqU7GfzY8vemkSvQijg39d4am9a7N/Ne2swefEWy8/B7e98jx2qDG5+LW67YJ11lqt7PlismeBtxWgNpHQsWLcbj3yyFLe8tRCvfLMWv/hPapIIZX5TLhtPnM4b2eMiXbRynb4zbz2q6sLaLGwmWQLVaZrthsdana/D7/o40cN8/weL8Ez8e8ovZr3XQdVrNPuKOvLByYb3X/zsTFz0z5kIxde30l/XExe6XwxZSmCZKpNbSpGEMOxlc3Ip5uNvHpEfGPgQOeB3hSmTasMR1fAz6wkS6tclRKx3Q2k1/WaVwersBtS9Ro9PWYaX4mtzGP7gOjyPq+PDMr5ZuUMz8d7NPvSctmCGdAtvvr9Am00qnaFuRhOi3S6QKgEMe2gKbn4jNkyxxEMvhZmqugjOfCKZ6lhdlrKSQMr8Kr3BD0zGpj3VWLezyrLi+sF3FuvyZJCDmNLV9aVOC61+b9VBnzIkKpNDh+z4vX4XkEzgcOPrC/DuvI1QV6fTeanLt+7DP79YabsP5dp8fvpqPPvFSuuNXTrvqa8Tf6uDRnVvsNVwXCPz1u3GrFU7E9lBzVKKu5pnZfP4gdowqgwSbRhdi4s2aocSMvChYhWy34SI9D8Uz36xApcMOxi7DtRh6o9bcfkxlbkpmAF1j4+dWat2JibvCgDLt+1PWTXcLSVwMCqD0yFJ1fURrN9VhQsNxuJHPE7kdz7UzTqQ8NqTUReOYubK1GBSf56OuO9Ty/1sjfdubIn/W22zersbM1bu0NxWl2368h1Yt9N+rs4Zf5+O3VV1eOfaY0232bI3PzMkrtlRhUmLvA2XejqeoMIsI14hNZ44MfiByfjhvjEAoOnpA5KNHl5e8uhHUxMSGFHvOxgQjgLLBxwuUmqUJjwSlVivmu+TieGDsR0739Tue3751v0pa/sAxu/L2Me1w1EZ91CxYo8PkQP6hu6HJv6I6cu344Xpq3D3+4s873fL3hrLpADvzFtvOG79qWkr8NQ04+Edtap1fJx45JPYRFsh/GnlU4aKSSlxoDasSQNeG3aWACH2fKDCIMuW1zJ+t8HZwoB2Q6u8Mquk6BMGmCUQUEyPr9cUkRLPfbkSt7yVuUnC6iI//5WzXoMDtWGEo9K3oW7Zds3L7udaAMBOkzV1IlEJKWVaCR7yVf97Y+niS0IBTX1dWU8mk9dAVMrEd2dACEffC885vIaN/HfWWtypWgQ1H+LYlKGpTp/nYJt8TehDlC4GPlRUwpFoylojfjBqrY1GpaMfv4c/+gF/mWQ8kXfYQ1NS5pCo3fj6Atz8ZuqEeKvVvWvDUfS/x3mWrwnxhQEFhC8/5sqck6gErnv128SY9z1V9finiyEpgYAwbP30+oN8u80keafe/nYDvlzm38KtU3/c6ul50ajEAxN+8K0cRrycamXoI+tNMVLGho/e+nbxZbFSenBLgwFNF8hlz88C4O0aOG9QJ0fbSQD97okFXpv31uC12c7m+jmlJGdRXpZ+/lOmrm+vazUBzofhOukdi0Qllm7xlkWQKJ8x8KGict5TX+Onz39jv6FLRj8osYUT7X9Anvl8ZWLleyklvlm5A79+5dvEc7faDPsxOoRV62atw7TSKceB+YrxbqiHum3cnZx0PmnRZjzuYr0fswUC1Wvi5MKPm/fhtnfcV2LNLhV1K7Ib2VhQN53hWWwxjolIqUmJXIyCAePqugTw61eME6uYeetbZ0lRfv7ibM3Q2Rkrdlhs7Z6y6HByTTSXSUg80C9NYEdfBqefV33mNyOb9tTg5L9+gSXxJDrpzG0kyie+BD5CiDFCiCVCiOVCiHEGjw8XQnwrhAgLIc7345hEepXjJmDB+j34do3/Q5WMfuSiUibGQetT+ZpZtnU/Lnx2JiYs3IQD8ZSpXn5ArZ5T62GFcwCYtGgLznjCe9phhTLROCq1i42WupyEX10XsV28Mle81Hn8Hvaz0cOCjm7Ve7yWAOCcf3xtv1EDEIlK7K32bx5WPrr7/UWGyVCklIkeZb/NXbNLc9vvQES/mG024vifvTDL1fb6MmUiIcEpj8XmXP3S4xBQonyTduAjhAgCeBLAqQB6A7hYCNFbt9laAFcAeDXd4xHlgtGc/KhMzmOwG0altBaq00crLfZefqwy0ePjN6kKDIHUbGl2Rj3yueE6Q/nAU+BTgA2mXoNoStq+v85Vmuhioqwjlg1+V/obl8ZyPylD3fR7z9Tn+eJ/Wi+uqimDrlSZ/I7xa40kolzzI6vbUADLpZQrAUAI8RqAswAkJi5IKVfHH+OvKGXE5y6HCLhlPNRNus58o/6hUhY29PJ7bZUcrcpk8b1s27a/Fpv2JIf4qNfHKXReUhMrSSQKydcrtue6CAXvbJO0xQ3B3wwW6swUv4PLRiXJHp+F6/dg8UZdWv34d7mf8/3c0i/efOP/0svIacYsUyFRIfKjJtIJgHpW4fr4fa4JIa4WQswRQszZti13XyZUeC5XDRHwc0jRBws2pqxvoIhGtS1sdeFoYkLsgdpwYp2LWJmA12ev1WyvBDzKEA0pJT5b4myiu9V463wJfN7+doNmHaHSYgp8PDwnE2upZNor33B1dSoMTtcdc0rp6REAznjiK3y8SLvAqPIVrCRyyAe7qxpmzyKRG37URMzmNLompXxWSjlESjmkTZs2aRaLSGt/bdh1xrfr/zsP936gzbqmzOeJSqlp+X9q2goc/6fPAMR+KPvcPSmRGllK4Ja3FuoCn9gNZYjGvtowfv7ibEflshrW8eHC3CwOaaVy3ATsqjJO91uINmVhfg0R5Y7yHbvEJLPZda9+izU7DmSzSETkAz8Cn/UAuqhudwaQfzUvavD63j0Jj3zqfrhRQGgnzirzeWJD3ZL3z1kTa3GsHDcBK7fFfhAfm6w9nro3Sum12bi7GgvW7TYdn200rMoqe0++TqRuqPMciKjwzIwv5qtv+FKs31WNDxawquNVy4rSXBeBGig/Ap/ZAHoKIboJIUoBXATgfR/2S+SJVXfj2p3aNJ5b9takrDqut2ZHFT76fnPK/XPX7NIM5fpymf18iDOfSI73VzptVu+owllPTseAe63X3tmytyYx1roQU4tmIuMQEfkjZJY/voH6h8kC0Wpbs5BSvljxaqNcSTu5gZQyLIS4DsAkAEEAL0gpFwkh7gMwR0r5vhDiSADvADgIwBlCiHullH3SPTaRIYP6db3JELdhD00BAEy96QR0bdk4th5FfHD3nz7+EYD5sKb/zVmfVjGVYXB6Ukps21+Ltk3LAQB7a8LYtKcaG1QrvxfiGil1GVhYlogoV75azuQfRIXGl9nGUsqJUspDpZQ9pJQPxu+7S0r5fvzv2VLKzlLKCillKwY9lI5L/jkTD02MrVhfUx/BU9PsF8XseftHlo/XhqM45PaP8L5q6MKL01enVU4AiSDKyIPx16AXlcDQB6dosgUd/fBUzcTVQuw9qWNqZKK85SVTYUOnDGkmosLhRzproqzZtKcaX6/YgSWb9+H8wZ0REAJ//HiJZptwVKKqLpxYh8GJkvgaMyu27ve1vPtr3M+3UXpz9NmCrvrPHACFm1p0n4dzQUTZwbCHiBqC4skvSw3C0Q9PBQDsOFCHk//6BXYeMM4UpmRX++unSzF3jX2a02Ag9lEIq3pSLDprHJu12n2K1UIcxubE818VXjpnKl6c0qJVpF87lKf8+H0l8oI9PlTQLnhmhuH9O/bXJXpG1IvomX3XSl1q6VyKckQYEWVZ7r/5qCHh9Ua5wh4falDMvmyVXpb6iKrHJwvlsSoLEWUOP2VEucMOH8oV9vhQgzLhu01o13QROjRvhF8M7564X0k4FlF1t+SqYrRjf/Es9EmULoEMfRYZ+RARNTgMfKjBeSGera1Px2aJ+5ReFmWOz/7aMGpzlIVs+J8/y8lxiYiIiIoZh7pRg3XJc98k/l6zI5aWVJnjM/xPn+XFfB8iIqJiwxHdlCsMfKhg7K2pt9/Io2te/hZAbI5PXThqmi2OiIiI0rPjQB0+WbQ518WgBoiBDxWM/vd8kvFjRKJRfPjdRvsNiYiIyLOrX5qb6yJQA8TAh0hly95a/GXSEvsNKa9wTRZyiyNtiIgaHiY3IFKZsXJHrovgu4AAin26UrG/PqJiJIT7uR4N4fusEPF9oULBHh+iIie4YgIR5SMPFWXWrYvL3DW7cl0EamAY+BAVOcmqAhHlIU/fTPw6KyrTl2/PdRGogWHgQwVh4+7qXBeBiHKA9Vyi4tWsnDMuKLsY+FDek1LimPFTc10MooLEgY5UTBgIF5dmjUpyXQRqYBj4UN7jQqJabjOYcaE4IiLKJK8/MwHBphnKLgY+lPfCDHw03P5Q8OwREVG+CQYE6sLRXBeDGhgGPpT32OOjxUCQ3ODVQkQZ5+GLRgCoizDwoexi4EN5jxV9IiKi/OXlV1oCqGfgQ1nGwIfyHnt8iIiIiouUkoEPZR0DH8p74Si/GImIGhJOeS9+UoJzfCjrGPhQ3mOPDxFRw8JkX8UvNtSNv++UXQx8KO+F+cVIRERUdGrDkVwXgRoYBj6U99jjQ0TUsHD9sYaBQ90o2xj4UF7bV1OPEX+ZlutiEBFRFjHuaRhqGfhQljHwoby280BdrotAREREGcDAh7KNgQ/ltX014VwXgYiIiDKA6awp2xj4UF7bU12f6yIQERFRBqzbWaX5+2+Tl+WwNNQQhPzYiRBiDIC/AQgCeE5KOV73eBmA/wAYDGAHgAullKv9ODYVp2lLtuKtuevx5bLtuS4KERERZcC3a3dj3tpdKAkGcNW/52Dz3hqcMaADurdpkuuiUZESMs3UKUKIIIClAE4CsB7AbAAXSykXq7a5FkB/KeU1QoiLAJwjpbzQar9DhgyRc+bMSatsVLgqx03IdRGIiIgoB87o3wGjDm+LMwd0QjDARZ3InhBirpRyiN12fvT4DAWwXEq5Mn7g1wCcBWCxapuzANwT//tNAE8IIYS0iLqkBL5bv9uH4lE2CAhISAiD9bZlPD+P8m6Ho1EAAvWRKMIRifpoFAEhsL8mjPnrdiEU5AhMIiKihuqD7zbhg+824cbXF6BpeQh/GHMY2jQpQ7PyEIIBgUBAoDQYSFno1qouAiTrI1SERMBR5dGPwKcTgHWq2+sBDDPbRkoZFkLsAdAKgGYckxDiagBXA0BFy/Y484npPhSPiIiIiArRvpow7nz3+1wXg/JcSZuD+zrZzo/Axyis1ofUTraBlPJZAM8C8aFu48emXzrKS+FIFMGAQHV9BAEhUFUXgQDw4+Z9qI9E8bMXZuW6iERERJRDJxzaBoO7HoTzh3RGKCDQukkZAEAIQOi7e6hBE388/Tsn2/kR+KwH0EV1uzOAjSbbrBdChAA0B7DTh2NTgVKGszUujV2C5SVBAMDRPVrF7w+iqi6Sm8IRERFRTpSFArj3zD4YfPBB6Nmuaa6LQ0XGj8BnNoCeQohuADYAuAjAJbpt3gdwOYAZAM4HMNVqfg/RxN8cj/nrdmPakq14d74+jiYiIqJiMP+ukyAg8Ps3F+DTxVsw547RaFpekutiUZFKO/CJz9m5DsAkxNJZvyClXCSEuA/AHCnl+wCeB/CSEGI5Yj09F6V7XCpula0rUNm6Au2blzPwISIiKkKn9W2PFo1LAQCPXTgQ363fw6CHMsqXdXyklBMBTNTdd5fq7xoAP/HjWNSwNG/EL0AiIqJiVBpKJuKqKAslhrsTZQrzBlNeqyj1JTYnIiKiPFMSYjWUsotXHOW1ds3L0LpJaa6LQUREWcR8XQ1DGQMfyjJecZTXykJBvPWrY3JdDCIiyiZGPg1CWSiY6yJQA8PAh/JeMMBfQCKihoTf+g0De3wo23jFUd4LBXiZEhERFZtSBj6UZbziKO+xx4eIqGGJcqW/oicAlARZDaXs4hVHeS/EwIeIiKioBARQysCHsoxXHOW9AAMfIiKi4iIESoL8fafsYuBDeY89PkRERPnLy6+0ANfxoezjFUd5j3N8tNy2kPHsNWx8/4ko4zx80YSjkkPdKOt4xVHeY4+PVn2Es36JiKjwMasbZRuvOMp77PFJj+DpIyKiDPL6M1MbjvpaDiI7DHwo7wkhsHr82FwXg6ggsX+QignbcYrL3ur6XBeBGhgGPkRElLdY0SUqXvtrw7kuAjUwDHyIipwwqTqyQklEueTpO4hfXEXlJ0O65LoI1MAw8CEqchFpPNiJQ6CIqNAw7slPJj8ztjq1aORvQYhsMPAhUjmlTzucO6hTrotBLnERPKLC46WuHGWLTV7i20KFgoEPFYzmjUoyfozGpSGc2rdDxo9D/mKKb3KLoTIRUcPDwIcKxoK7T874MYIBgdGHt834cYiIiBqq8pIApt50Qq6LQQ0QAx8iAB9efxyA2GKpQggc1b1ljktERERUnCpKQ+jepkmui0ENEAMfarBm3Doq8beySGooPlfktauPRuPSYE7KRUREVMy4sDblCgMfalB6tm2CF684Eu9ceww6NE9mk0kEPoHcfyQW3pP5IX1EREREDU0o1wUgyqZD2zfFyMNS5/AE4s1PSgCUS/lQBqJ8kbG0FSKTOyciK17TXxOlK/fN20QZcqJBgGNGiTVCeRB0BDgGgCjj+CkjyiF+AClHGPhQQSkNai/ZT28cbrjd8T1b4/krjsT/fnk0Zt1+ou1+hdDO8QFy1yLFuIeIso1fO5RV7PGhHGHgQwVl8X2nAIit9vz9vacYDgsLBQReunIYAGBot5Zo27Tcdr/hSBQAEPR5js+IXm1cP0fp8WnR2HjdooNbNkaz8sIbpXrdyENyXQSiBC6EqcUGFyJqCBj4UEEJBQP4zahD8LuTDkWTshAqW1Xg1auG2T6vW+sKy8frIlFUtmqMY3q08quoALwNWwvGn/PmNUcn7ju4VePE7c//MNL29eSj0hC/bojylWDkQ0QNQFo1ESFESyHEp0KIZfF/DzLZ7mMhxG4hxIfpHI8IAH53ci+cN7gzACAQEDjmkNa2z/ns9yMsH29ZUYppN4/EUd2Tgc9ffjLAdr/pJCJ44pIjDO8XAlg9fiwOadsUANCoNIhPbhyuaZEtxAQIDHyI8lfhfaPk3sm92+W6CETkUro1kXEApkgpewKYEr9t5M8ALkvzWETOuPgFXz1+LFaPH6tJba0Y278DAKBvp2Y4tG3qQms3n9IL5x7RyXL/UjdRqHeHZom/2zXTDsFr3ig2tE3f8loaDKAsFMSh7ZomylSQgU+QgQ8RFY+OLVJ/N4gov6VbEzkLwL/jf/8bwNlGG0kppwDYl+axiBwxCwk6H9QIR3d3P5StojSEnu2aptzfpkmZZijbpcO6AgAalSQXPtXPGfrjef0Tfyuxy4DOzTHrthPxxR9GWpajaXkJnrxkUPy5hRf4EFH+CnPSk8b4c/vZbtOhuf38USLKL+kGPu2klJsAIP6v8/zBBoQQVwsh5ggh5mzbti3NohFpfXXLKPz0qINdP6+8JAipSkHz3q+PBRAbZqeOa3p3jPXm/HD/GJzUux06tWiE8edpfzzV8YrSs9OkPIS2zcpdpdK26vEZfHALx/vJltP7d2AlgYgKRqeDYr05z18+xPDxK4/rhkvijV3k3o4DdbkuAjVQtqmhhBCTAbQ3eOh2vwsjpXwWwLMAMGTIEDY/Uc5N/t1wtKwowx3vLkzcN6BLLLAQqv8DwCVDu+LCIV0AAP/8mfbHMiCAib89HuGIVN0nNP9WlIUwfdwoR+WyCnwO79AMc9fsdrSfbHnikkH47MetuS6Gbzo0L8emPTW5LgYRZYiSZKZRSRBloQBqw1HN42cO6Iim5caZN4kof9n2+EgpR0sp+xr89x6ALUKIDgAQ/7d4ajZUUNQBg/Bxmu4hbZuiZUWpYcajQCA5XA2I9eCELOaxHNa+mTZBgS7wAWJpup2wGurWuDRo+lg2/fzYSnRU9fLoKw6FzMsV9tcL7ZNl5JtbxhyW6yIUhXxYGLnYjXKxYLUT6qF/X/5hJC7TjRZQvoI/v3mEr8dNxwVDOue6CER5L92hbu8DuDz+9+UA3ktzf0SeqAMGmYGV0YwCjYAQrte+UAdlyjo9XhIVWD2ncWl+rPFTGgqgTDXfqT7iLvDJ57WKvKT+Pbm3Ucd5fqts1TjXRSh4X/5hJK48vluui5ETj19snLkyE/wOLqvrIwBi62y2bVaO1k3KNI8r3+UHt/J3aYEhBxsmxzWkTpYDAKf27eBrWRSrx4/NyH6JciHdwGc8gJOEEMsAnBS/DSHEECHEc8pGQogvAbwB4EQhxHohxClpHpcoRSYraUGD39SAEIkfvwm/Oc7y+Yn5PGXJynybpmXx/Vgf26iObfWcspD3Hp+WFaWen6snIDQBmtvA5+MbhqOiLD96r/xQiPko0klBzl6OmEBAoGlZ/gbxfmli8FnNZuOF3wlfqusiuv1rH8/U5/mmk3t5fm4gg5+5h86xT/ZAVAjSCnyklDuklCdKKXvG/90Zv3+OlPIq1XbHSynbSCkbSSk7SyknpVtwIr1pN4/ExUO74tJh7hMY2DH6QQkIkfgx7NOxuaP9dG3VGHPvGI1nLhuM8nhviJcfbKvneK2sjunTHi9dOdTTc9WuHt4dQKyiEFSV0+3rzOdAoczDOfZzCCYA9OnYzH6jNFkN3bTz5q+O8bEkhSsoRCJVfbG676w+ht+BQgg84mA9NLWBXZwlZ7n/7L6a236n+K+KBz7KigT634BMfD99cbN1Zk89fRmCDgtVYtSSZ+LH+8cAAC46sovj5xDlMy6sQUXl4XP74Z4z+/i+X+Ohbs6GPD15ySA8qVqstFWTMpzSJzbsKRgQ6N/ZOmgy+jGz+pEvLwmkDMtwQkL60mqq9OwEhMCQyoMS2dxO798BL15xpOP9RKISRqMWX71qWNplTMd5gzrjJQ9lMDu1r119lKdyZKNHxWlFykgex61ZFRDJjI/Fqi4cNRxgLIDEYtNOOe11PntgR82wsAt8rpiffURHy8f9bsgAYg1jbui/rwMOa3RO5pJ2bFGOH+8fk2ygYw8uFQkGPkQOGH3nx+aw2H+ExvbvgDEmY6+XP3gqfj3yENPnfnrjcLx9bWrL+en9zX+US4MBTP39CbblUlxzQg8AsZZNP1oxk4EP8MDZfTH9lljiiVAwgKHdWjreTzRqGPd4/gF2E3RZ6dW+ieMkFE50beltiGYwIPBuPLV6png51co6VvncY5dNgYDA4INb4l8/9+f6yydj4g049RGZ7BoB8PENxwPwdg1MdZj9UQiR6FVs37wcx/awX6PNTW+4fq5k99bauTyZur7dzFHVl8Fpw5WTBruAEImgh6iYMPAhckDfw/L2tcdgZK+2+M2onvjgOuv5PVaEEJY/Qj3bNTWcPDu2fwf8akQPw+eUlQRdtUUq+5HQLr7qVSSeDUl5bepAxc0QsfLSgLouleB1SIsyp8rOAJseOK8tvWY9NPrXM7JXG8v9nHNEp8TzBnZpgacuHeSpPI6oivbwuf0cDZE5tH1TVLZqXJCL7DYpC2HqTc4bDdTG9os1bhzWvqkmMFbOg99DsfLB05cNBgBEotoeH+U1p9Mr0rNtE8vH1XuWUjo6vw+c1dd2GzOn9uuAF65ILlOQscvbRW4efRGcFsnJpViIn18iJxj4EDmg/xEY1PUgBAICFWUh9LOpKGdbWSjg+EdrWLeWmvkHB7eqwMTfHO/qePrKsLJWkVEZnM4ZObRdE7RtWo5PbhyOU/q00zzmtf7o9HfcbgV7r/WBUDCAo7qn9njpK2xOMmE1LQthQOfYXIg6l0kjrIw6rC0GdU3OsVC/h62blKG9g0VoX/vFUZj4W+tr6IRDrYO7XGnVpBTdWnvL0jWgS+x74OMbhuPPP+mfuF/Go/d0hg2mq30z/xcPVuZ+AEAXXa+l8kq9vOQFd5+MD68/DnefYT1kWb3vcFQ66sVwOhzu5N7tDO9XB3LRPMjOb/eaB3RpkejR1zzPIERadK8251QxBupEAAMfIkcKqfWrLBRIVAraxns5Dmvf1HBb9Y+b0rtS2TpWibn1VGdruIRUA8tfv/oo3BJ/XsjFBNrUcsX22aVlY7Ss0PbUeH0vnLY+qxeZBYC7Tu/ty/EBwCim0leI7fYvAMy/+2TcPvZwAPFhRj4RgGaOnLospaGA5r02snr8WDQqDaJxaciy0mvXmp8pdnW5gE0PrN6Cu09O/K0eGqW+1pR3x0sKdL+c1s9ZmuNyB0N3FcrL+fD643BG/46ajgqR6PFxr3mjEvTt1Nz2vVK+u568ZBD+esFAD0cyp3y29CKqD7DZkDSzIPOiI7vg/47tht+e2BMA8O2dJ6VZytTzm1IiKQ3Po9GlWKHLPJjLQJ0okxj4EDmQj61fZq3mpaoenzeuORoAcMPoQw231b6u+BC1+M/pL0/ogf/8XyzL231n9cGkG4Yb7kPZRf/OzTGseyu0blKG//7iKPz82Eo3LwdAbE4TkGwlty8z8Jt4RcKO8x6fZFNuh+blOH2AttKYzrVgVOHXz1my3b+IbaNULt2mCbfcterQ7ZuXJ97bo7u3wvCerS0TKnx4vXbIp1+Tv28+xTq97ytXDXM858ru3BCr5qQAACAASURBVFpdd0aaNyrBK1cNw/vXHYuLjuxiOExOSWGfy3pk1OHrcpMKX/mO6dupOQIB7budeK2613zGgOTcROW7yZTF+Vo9fmyirGP7d8Dw+Hehfh6OV+ohv+oAR90bbHZKJ5sMlRx/Xn/cdUbvxN70SRy8pIsWArh4aFfbbayYZYd0miiBqNDw0iZyIB97fI7q3go/3Dcm5X51j49+raDT+2sr8eqJ9coPufqlDqmMZU362dGV6Nm2iWElVDk376vmOh3do5XpQqrqcfJ6PdvFeqasKmr696JlY2epgr0OdUvJnJTGpXDvmX1S1pvSV8bdXmpHVh6E7m38W0RRqcJ+dtOIRFlaNy2DEMI0cFBa6dXUFaeZt56oecxNeDHCZs5T15aNHQejdp/jmnr3QeSxh7RG/84tEAoG0L1NLLBVJtGvHj82MUE8/75BUrkpo/5cOpnjo751ZKXzRCdOHeJTT2KjUuMA8IRD22D8ubEAxew7yu5SvHp4d7xukMnxkmGxAMbNZyMgBC4dpg181N/REsYNEMpbd0qfdqa9r5n+zXuxCJN9UGFg4EPkQB52+ACI/UDre37KQsHEj53yb7P4PB59mmv1OPrKeGtpeUkQn/1+ROzvUBC/VNblCQjDDHRus6yNOsx4/LyaOvawy1xkd/zbTosNvfMy1E0gdchHOkOWQsEApt08UrOwo9uhbnqHtG2Kd671K7ubSJzvWOVPO2TJrMfHKOmB+nybVSQdlsj6ceH882kUIKlb3qvrIymPe9HEYMFSL9eNuudhZK82pkNW7dj1ZPWLB63uKt36Y5g/pnB1ClT7e/KSQTj2EPusbfryNzVYQHXenSfh63GjLPejNNr07dQMvVTnvFFpEBfFe1jMpgLaXa9NykIY1t38tbjpdBRC2+MrJVK+o5VzbtQbZpXMJpOBT6OSIEb2apux/RNZYeBD5EBJGivYZ5q+MhpLbhD7W4hYa/tRBj+0qx4+LdEyvejeUzRzepQJ3oGAwK2nGY93Vzxz2WA8f7l5L46RlQ+dZvm4VY+Pfu6Q1c/z4R2a4SeDYxOanf6Oq1uNRxzW1v1QNANf/mGk5ra6EtyoNIiHz00Oc/FS4fCrjiJEbI0Ps+FZ+tf+6lXDMP7cfnjg7NRsWernms0dWXjPyYb3q9kNuRFCOD5n+s/KH8b00sy1qKoLO9oPAHxyo/HQTwCoKPMnDbB6mJWEu0qxdj/mfjWih6frxyqQSzS82DRaWFEHFk3LQ4bBpJ23DRbRPaii1Pb1Ktf5h9cfj7ZNjefsmH1HZXNwgBBC00upn3ckparRQvW9aTQHTY9D3ahY8dImcuDaET1w9kDrBe1yRfmR/ufPYsFHaSiQnFwskJKJq6I0iJG92mgqLhVlIccZ19Q++u3xOKp7K5x4uH0vjpptL5FFTS0gBJY/eGryDpOaxth+HfCRKruYk/rIYxcOxLM/i6XoPfaQVnjonH4plX11D83xPVvj8qMPtt2vPuuVnrrlNSCQWPTVqXTrWtePSrYSH1RRiu91GZ6UgKFEd420bFKKi4Z2NVynSn3aSlXPO+6Q1qpt7Etu14IeEM57He2C1j4dnWdoPLSdee9Ls0apwy+dVoj/MKYX+nZKnXch4G6NFzW7gMlkSo5nymvV789dh4+q51WkXnuGx9XdNrsurK4ppyn9zc5puoGPq3V8ANSGrXsple95dW+/uoz616H0kBt9NjXfu2nwc14ikVsMfIgcaFpegiNdLL6ZTbeddjie/ukgtGsW+2ErCwWTPT4GP/Df3D4aT/10sC/HPtjlSuNOXHFMpWViBCG0rc2mddn4/c0bleCOsYc7qpA0Lg0mJk0rOQ5ShqKpDiiEwMXDrCcX/9+x3VKLZlEWIQSm3zLKdj0f/XPScemwWPBmtpe7zohlttMHDtYVau15AoBWFaV4+aphiec56T2ze2kCwvFQN31WOvXn49oRPewn3DvUrLwEk3+n7RFyVek3Oa/6+08ySbuc8jxdZdps0dx08gOqh9MlAh/9m+fiJOiHkl1zQg9XC5AC5oG11TX1w/2p8yaNmA0fTHeImJukII1Kgzi0XVP0atcULRqXoHtr7XwdCZl4rU9dmvqdL6F9z2feeiKuPC42tNnoO8VL45gRuyUDiDKJgQ9RgatsXYExfTskKpH6Hh9F26ZlOLKyJZqUhXxbkduvzF1q95zZB5cdXWlz3NQynDeos2abs+IZpAIBgauO7w67Wteb1xyd6Lk6vX8HnDc4tr/U4V7achzW3jgrkkIJGszKb8TtvKl056DZ1dVaNI7Ng9lxoE5zv1XgowwFUi+0q9ynVMSd1BEDAuhhkbwhIJxXNq0CrcalQUe9Ck4d0lbbI2RXxNP6tU/8rZxX9fmVAAZ2aaF5ziMXDHBUFn0984lL7NeKSkfA4Pvn2csGuwoKNIEUBPp2ao5rTRZtNi9H7N9urStSsg6my3yOT3qO7mE/l0lRURpCxxaNMOnG4Zh/18mG62wp57y5LgnMq78YlpK2u33z8sRnJI3VCGyZBd5E2cDAh8ihfMzsptamidLjk/xYq0s86/bRGNvf2XoeTmXjlBgNl1EfV/lbPVzrN6MOwcl92mufZ1PWIZUtEz/6T1wyCOfHAx99ZTkT14HXSd+J56dZ3TI7vv7uxy7UrpdiNSynLhzrMrtlTHLumD5QMjuX2kqqQG+LIWjCxdo7+oBS/bQOzZ2lxPbOWRmlNO55EQD+eF5/9FINsXN6LTo97+lc2trkBvHAR/V4STCQEqAr6fLt9qeUyy5rm9mcohaNtVkHjQJ2/bVtxyyGTvf7IRgQmu8yq2M1tkkaop7joyaEwDE9WqNt03L8/uRD8XeDRZPbZWDRW8WwPB09QQ0DAx8ih845ohNevnJYrothqpUu8Jk+bpRvQxPM5CIWVFd0/3R+f8erxHstqn6oW1Az1M3bPvUV9VP7dsAdutZXs8q80cKw6b4PRi30Rvp2ao4Bna0rkAqjcfzK5srzzCqJfTs1TyTMiNgMixFC2wtnxawC+e2dJ+HcQZ2c7cQjJ0P29PSvPBAQmKRKquCkp+93Jx2asqeU8x6/rX4/h3ZriSEHH2R/AAPJoW7qO1Nf43CTtcgAbfIA5Vlj+3WwTYyiZtZzahSwu+llfefaYzBYdW4m3TAcx8R7avz4TrwqPtxMcaxqXpya3VxAKYHjD22j+cwC2u/Cg1tVaNZXAoBZt51o2pt400nGa8K50bTc2RIERJnAwIfIofKSII7rafwDlA+CAYEVD52WCHacLuro1i+O74ZnL4uNF89GL5jVIY6sbGm6Zkjqfowft1tPIiWrW3w/N4zuiV8Odzf0xkxpKIBjemivLbNX4+dwLLtjGRnbvwOOd/A5UHp81PSZsKzqmsqww/pI1H5ooMPr0GyrlhWlmutj1m0nmmzpXdumZdYbqApnlAVPfeZevWoY3vrV0bav+0/n98evRx5iOezObA/H9mht2PN04ZAu+PP5/S3Ll9x/cu+dWzRylSlME++q5gy5CVCScx219AH76vFjXX0Gjuh6kOZ66dW+KdrHe0jSnW8HAM0ahfDiFcnvJaPP0qXDuuK6UfaLNw/s0gLvXadbXNimiG2blZuuw3a9wwWjzRzdvRVuOCm9fRClg4EPURHxkmrZrdvH9sawbvHWzYwfLZWuEdm4ddnieVN0K6s7SZM7+/bRib+VitcNow91NR7fqCxqVim81YwCn3QDUKfBIwBcPbwHXnLQ89mzXVMc1V07pEV5iZcdfTBuGXOYo0piOCrt31ungY8QuP+s5NpVg7oa92i0zcAwn84HNXaUvhsAnr1sCCb/7gTTbAPHHNIagw9uaXpezh3UCZ/eOBwXDOmCYEDg/46txIK7ksd2er0o16TytTLphuH44/n98ZMhXSyfp+9BXD1+bHxx4tTjqjOFvffr5HpU+jk+Xuh7axP79rQ3azeMPhR/u8jdcDkzQgiMPCy5zo1Rr2fngxrbJnswe525HLU9rHtLNGOPD+UQAx8ici/+w5lOhftnDtJAOyqKQRkM50jEN/OS2KGNqrXej16u3h2tEyIA5pV5w8VCszTUTc8qaGxZUYrXrtZmSVOGGPVo00ST9MBK2EGPz/hz+2FQ1xY2W8Uu29P7x4b1fHDdcRia5bkGVteO+pE2TctwSNsmOGNAR03SA6f7e/SCgfFAI75vITRDJM06DfV7U+rbSoNKL4cLqArdv8nypm6r9FCXlwQwQJW8wWoRY6eSSV60OzDKyJbuZ6hrq8Y4a6DxcEmruTiHtW+KZy6zzrJZbxD45PmUU1NMZU25xsCHiFxz2sti5b6z+vqyNlLAYVkSiyrq7nezKGSLxiWJVe71Rh3mfCXy5y8/EhcM6Wy5jVGAAxinlFVv2b5ZOcb2c5nEwuTcWfWkLLr3FFQarAZvxUsW21AwYFkOgdhCtfpkFkYCAeE5yPODXRpzvUcuGIB/xNMQG507N0G4elslZXvi2GZPSvT42B9H6R16/vIhqnOsfZ5y09lcydQ5Pm6ZDXUzkokMlYqbTu5l+ljfTs1xis21G/YYLJil3M7ka7Xz7ryNOTs2EcDAh4jSkO54di/PN5mXrWH0e28WrPXp2AxXHdfN0bHfvfZYw5SxgLvKmdEQFX2ZzRJTGA11U5/Hnu2aWGZkMsqMFRDAGQM64txB1sGYWoWDIYJ6ZhUxM1NvOiFlYnY6BACRw1+9dHoLowaRj5uRrepDl4YCWD1+rOX2EjLROzqgSwv7jGrxf088vJ3pAqbnD+6CS4d1dTRX0uWlEj+e9ohm59vq+8Fvgw8+CFdafL84OWw44v69DwYEzjlC2wP16AUDUNmqMc4Y4G92TzfczPMiygT3v1xERD5JtyVWCFVPjsOai35l9oqyEO44PXWtHSNmdbHGpUH079wCU37c6mg/AFBTr23F1c/xKTGp2ZQa9ATpN1WGlL161TBc8tw3msceu3AgHpzwA2as3KF6vjBMaes3tz0+3dvEKtt+1UmFyG1aesseH8QmrJ/a17j1PxxNbfX3YyK9lX9cOgi7q+vR5aDGtnPQ1I8q8+D0xRvYpUXKWkRm3K5lZbgPk/NjlwbaT1bBfofm5Tiqu/08wXqj997mU/Hc5UMwspe2F/rcQZ1dNW6YEUIbPP794iNw/X/nOXpuCSMfyjFegUTkmpfWWCNOKm7nDe6M0qB6bSKh+duoddlqfRmzbEXpWHzfGPx2tLtMRTX1Ec1tfYmN0lYDMKy4mJ3HYwzS4FaUhRz1mmWC2x6fhHj5jCarK70SjoJoIRAyqZRng9lkeyBWngfP6ZcI9vQM6r6eldlMile0alKGHm2aoDQUsJ0bp35rldeZzpCq0Ye3w5vXxOaIeQ7wTJ7WqkkZDm7V2MmmnvxyeHf7jQDMuPXExELJVn5xfHfbHje9UAYT3ej3rE+HbcWPgJYoHQx8iChnnNRnBnZpgXvO7GP6eHICs/V+lEm1yjCzQV1bWC6gmGk1uhS1rSpKNbeNhro9cckR6OggTbl+X2qVrRrjrIEdNemVTRe0tD1SdumDwdXjxyaG3DkJqQLwng7cj4pkOr1NEb9aGwC0aJy8PoQAmpb72xgQ9BBc6l9eMCAwpDKWfMJrD43VXET9deBnIHzraYfbb+TCxUO74vaUdb6sn9PS4jsgXW6DMLVMBmRETjDwISL3fKqDOf0NjKiau1N6KxL/Wu+sqk7bwzK0WyvLBRSNeO6xMKDv8enSsrFm3oXZUDcnfnlCD3wTX4vmjWuSmdXGnRpLIX3hkV3x/OXJdULMKlF+p/31ktwAcNZzYLTWScp+hEhUyt2+lWFV4b0OC7Rq7bZ7hWGvJy9Oqejfa9CI8PhFR+Cz349IK9JVD8XzM63+9HGj0NckoYie/jp2F2j6WyEffbjzZCd+m3/XSejT0b+5cXpvX3tsYt0it7Kx5AKRFQY+RORamcECi144HQpjVukTIjaZX/kbAJ7+6WBcbbCwaJeDGmtWovfSwutnIHD18d1x3chDTB83TGLg8HyVBAOJBAetm8R6dvp1ao5rTkieF+0iltmpjBjNE/mXbgFZo3qRk/eqNhyx3Ua9H7dpdfurkiy4GdrjlN1wLqPkBm4EAwKrx4/F5cdUpjx2UEUpurnM0KennrNmNaTPrXQWYrYacqc0YvxhTCzjmt9DH5+73Hph5HRZXS/qHr1MaFIWQkWZt144s6QtRNnCK5CIXCsvCdpmhXLC6TxXq/ViDmvfTLPy+gmHtkHzRqkL5DVvXII3f3WMh1Jmxuje7fD7U8zT3PpdQbDqbTB7qFurCvTtZL/mkFNGvSwjdBOwjSp0TuqktfXOenwUbntQmjcqQaVuXoif0u3xuWPs4Y4W482UWlUPZj7M45h60wlo5GCI3LUjzBsfcu3Fn2c2eMoFDnWjXGPgQ0Q55OxH8LxBnTF93KjYM2ye4rTlNt9/fn96VFf07uBf0KHPlaA+T2ZDgpo3LsGH1x/vWxmc6NrSPLiwGp5W46THR/W32x4fIYTnoXrODmD9sF2PT2kogIAwTpVuxa8sd/o5a4BxD1+2aJJEGLxEfcny/ftAL9flvfXUw3FY+6YYWuluEWDGPZRrTGdNRDnjtM4VCIjEkJdmqt4czfOz8INqlTTAyLIHT/V8rM4HNcaVx3XDTW8scPyc/p2b4+fHVho+ph9br8mOl4Vz16NNBSI2lfdRh7XFYxcNTLl/bP8O2HGgDl8u22b6XGc9Psm/7cqi17JxCVZlsCJvN9zQLrlBaTCACb9xF6S+fvVR6GMyf8Zt0F1dlxp4ZjRQ9FmmU4N7kX8lShrdux1G927n+nmFdE1QcUor8BFCtATwOoBKAKsBXCCl3KXbZiCApwA0AxAB8KCU8vV0jktExcFt65/V8LpMz1PxMrTPawYxr+48vTeO1LXAKnMZUgIf9RyfLFT63rvuONvkEM3KQ2hWnjpMcUSvthjRqy0+mL8RN/5vvuGwrxN6tcE3q3Zi7c4q0/2rX6bRopBWHjynH07+6xeunuMnu0CtNBRAF4veMiPDTNaQ8XKtP3Ru35QEE26Cy6x3pkkH2+RY307NcZxBSnogN+nY/ZDLXkAiIP2hbuMATJFS9gQwJX5brwrAz6SUfQCMAfCYEMLZCmZEVNT8XEzSKnWt1fbFxCiQVKoZuc6m1KQshKYGQY0bZwzsiLMGdjJ87PT+HfHer4+1fL46OHY71K2iLJSRStvp/Tvg+J6tTRcuVTgJfHLpnCM648Iju2ru8zMLohNOs79lUzpnoHWTMrx81TDDxwr164s9PpRr6Q51OwvAiPjf/wYwDcAt6g2klEtVf28UQmwF0AbA7jSPTUQFLt3AR91T4TStdXL7Qq06mLPqudGf684HNcKh7Zpg6Zb9mS6WrZUPnYbut010tG06l0xAFRybLRRqJROBzyMXDEBZyHoSftOykOncp+/uORn97/lEs8ivV+cN6owte2vS3o/C7XDCdF07ogcuHdYV89YmqxejD2+LEw+3H5JVaA0h+TY0r1e7pliyZZ/tdtkOhon00g182kkpNwGAlHKTEMIycb0QYiiAUgAr0jwuERUZL8NrNFN8HC5kmtze9eFsfXzD8Rjz2Jf+7zjOrsxWgaQ+m1LT8hJ8cuMJjtJAZ5qSBcxJlWhA5+Z4c+56bweKn59VD3vLSJiJeryT4P/rW0eZDptsVl6CZuUhHO5DIow7T++d9j7Ust26L4RAi8alGHlYsipillZ6QJcWmrW08iETnaX4uTyy8iDMXr0rrTTfmXDraYfhihdn227HoW6Ua7aBjxBiMgCjPvjb3RxICNEBwEsALpdSGo4xEEJcDeBqAOjatavRJkRURNLt8TFKW51Lh7WPVT5LggK/OiF1LSG33FYRrOpuvzZZM8iutyGbnNSJLju6EntrwvjzpCWu959u1TYTrdVOPgN2QwS/u+cUv4rjq3yu5D7ykwGa8g3v2Qav/sJ4WJlXVw/vjoFd/B3Z/8Y1x6CmPoLykvz53ALOv6ui7kaYEvnONvCRUo42e0wIsUUI0SHe29MBwFaT7ZoBmADgDinlTItjPQvgWQAYMmRI/n5jEpEv0ol79D1EQvdvLp1waBv87mTzNXoyxaoSPcRl2tlcyPSXfrq9fJkYupXvHQ3pcBX4ZPkXPxAQCKi+LYIBgWN6GCcS8Oq20w73dX+KfAt63MjnYJgahnQHBb8P4PL435cDeE+/gRCiFMA7AP4jpXwjzeMRURE5f3Bn3ybdJ5MbOJ3jU3yMXnqLPOsVs1KX4WF3bt/ze8/so7mdiTpbvs3V8FO25/gUtSK4TDo0L8f1o3rmuhjUwKUb+IwHcJIQYhmAk+K3IYQYIoR4Lr7NBQCGA7hCCDE//l/qQg1E1OAc3qEZ7vJpXkE+JStQhryly+3QKqMgslWTMk/zp3KhymAtGD+5DTLaNC1DiWrlV7ZWu5PrTHOUPUd1M06NrvbbE3tibP8OWSgNkbm0khtIKXcAONHg/jkAror//TKAl9M5DhGRLaH5J2eWPXgqgjlqxc+n4M8Lo0Uw/dTPZbpj/dlkB4ZzU246Ad1bVzja9uKhXVHGIKmgNSot3OF31LCkm9WNiCgtfsUIbtfxyVT+2mwvWqpWUVbYlY/qemeBj5ckA2cN7Oipd1F9KPb4ONfDRbrwh8/tl8GSEBElMfAhoqKQSG5QxHN8rMq84K6T0bxx4czn0RvUtUVGEzAEA8J1ymIhtHPu/Q58mpbzJ5gajjC7TCkP8FuXiBqkQphTrq8mWFUbCjnoAYC3rz3W8bZmwW1INR/nimP+v717jbGrKsM4/jydDrS1V+lQ2gItlxbkWmTapq1A0daQYCgXjYhBGoOKCbcPmiAxonzQmhCJMSYGBS0JXggYRYKRSxRjjNBCgFKwgEpCQyO1RqGRFFpeP5zddmZ6pnNmzumstdf8f8lkzp6ze87bvNkz+zlr7bXn6yd/frXNqtxvdKnT522XnjW3sy8IZGz3HtayRnpMqgWQFLOHMFyDTXWbMqFbT9zcuOx07fL5/Z4b6fVPfcNOp+/j85VDtNwxkCNGfJADgg8AZO7VdRfqkrPmanEN7sUzGs4/+Uidu7Cn6XOzpk6Q1JkRvYGv0cnzthtXLaj1/Vgwuk6YObkWo9QH8w4jPsgAwQdAUucsmKkPn3zkqL9v3VZAu/2Ti9Qz5fDUZWTh1DnTdPdnlxzy9zlwVbf2k8+9X1jW9mtg7Dn2iEn6x7fqsSz9YHbvYcQH6XGND4Ckju+ZrLvWLm77dUq8EeRwVsZCfwNHZy447agRvc6ta/bfxLQTM92WHNcYtZt8OH9+MbZwjQ9ywG9eAGPOFUuPrcWN9M6eN6M2Nx/NTd8bj6679HStPmXWiF7nM8vm73vcO2/GsFeGa+bxL6/UnOkT234doE64xgc5IPgAKMJwLjz/5iXcN6Rkr667UDt27tq3PdLTrYGjiL/o0DS1eUe0dmNPoCQEH+SAa3wAAEUb6RS1gWM7XeOsrg6M+AClO2nWFH31wv6rFr7LVDdkgOADoAgTurtqv+oRDo0Y8ZgPgJE4Zc7UA362hxEfZIDgA6AI3V3jar/qEfJCkAaG7/tXfFC3feLMA0Za32VVN2SA4AMAKNqIp7oRfIBhm3RYV9MpoXveY6ob0iP4AACKNtLPmWdPY+U1YLiWHt9Ysn3gBwcsboAcsKobAKBsIxjyYRlxYPhsadJhzU8tuYEpcsCIDwCgaHzQDIyOvp8xDPy8YTdT3ZABRnwAAADQlrnTJx70ujgfsEA8MPoIPgCAog3n5rYARuah68/pt903BD143Yc0ZzrXzCE9gg8AoGjEHuDQmzape9DnTps7bRQrAQbHNT4AgKIx4AOMPo475IjgAwAoTvf4/X/eOP8CAEgEHwBAgaZO6Nazt3xUEtf4AAAaCD4AgCJNmzj4NQcAgLGH4AMAKBoDPgAAieADAChccJUPAEAEHwBA4RjxAQBIBB8AQOHIPQAAieADACgcIz4AAKnN4GP7/bYfsf1y9X1Gk33m2X7K9jO2N9u+pp33BABgOLjGBwAgtT/ic5OkxyJigaTHqu2BtklaHhGLJC2VdJPtOW2+LwAALWHEBwAgtR981khaXz1eL+nigTtExDsRsavaPLwD7wkAAAAAw9JuCJkVEdskqfp+ZLOdbB9j+zlJr0n6dkS8Psh+n7e90fbG7du3t1kaAAAAUjjvpB51jXPqMoB+hgw+th+1/XyTrzWtvklEvBYRZ0g6UdJVtmcNst8dEdEbEb09PT2t/y8AAGjip59bqrXL56cuAxhzFs6aoh+vXZy6DKCf8UPtEBGrBnvO9j9tz46IbbZnS3pjiNd63fZmSedIum/Y1QIAMAzLT5iZugQAQCbaner2gKSrqsdXSfr1wB1sH217YvV4hqQVkra0+b4AAADIGOuKIDftBp91klbbflnS6mpbtntt/6ja5wOSnrD9rKTHJd0WEZvafF8AAABkLFhSEZkZcqrbwUTEDkkfafLzjZKurh4/IumMdt4HAAAA9ULsQW5YWhoAAABA8Qg+AAAA6DyGfJAZgg8AAAA6Lkg+yAzBBwAAAB3H2gbIDcEHAAAAQPEIPgAAAOg4RnyQG4IPAAAAgOIRfAAAANBxDPggNwQfAAAAdNw4p64A6I/gAwAAgI47b2GP7rl6aeoygH0IPgAAAOi48V3jtOLEmanLAPYh+AAAAAAoHsEHAAAAQPEIPgAAAACKR/ABAAAAUDyCDwAAAIDiEXwAAAAAFI/gAwAAAKB4BB8AAAAAxSP4AAAAACgewQcAAABA8RwRqWtoyvZbkrakrgMtmynpX6mLQEvoVX3Qq/qgV/VBr+qFftVHyl7Ni4ieoXYaPxqVjNCWiOhNXQRaY3sj/aoHelUf9Ko+6FV90Kt6oV/1UYdeMdUNAAAAQPEIPgAAAACKl3PwuSN1ARgW+lUfeRRHlQAABJVJREFU9Ko+6FV90Kv6oFf1Qr/qI/teZbu4AQAAAAB0Ss4jPgAAAADQEQQfAAAAAMXLMvjYvsD2Ftuv2L4pdT1oGKovttfa3m77merr6hR1ojnbd9l+w/bzqWvBfkP1xfZK2//tc1x9bbRrxOBsH2P797ZftL3Z9g2pa0JrfeHYypftCbaftP1s1b9vpK4JDa30Jufzweyu8bHdJeklSaslbZW0QdKnIuKFpIWNca30xfZaSb0RcW2SInFQts+VtFPS3RFxWup60DBUX2yvlPSliPjYaNeGodmeLWl2RDxte4qkpyRdzN+stFrpC8dWvmxb0vsiYqftbkl/knRDRPwlcWljXiu9yfl8MMcRnyWSXomIv0fEO5J+LmlN4ppAX2ovIv4o6d+p60B/9KXeImJbRDxdPX5L0ouS5qatCvSl3qJhZ7XZXX3l9Un9GFX33uQYfOZKeq3P9lbxyyoHrfblMtvP2b7P9jGjUxpQvGXVtILf2j41dTFozvZ8SWdJeiJtJehriL5wbGXKdpftZyS9IemRiOC4ykSLvcnyfDDH4OMmP6tNkixYK335jaT5EXGGpEclrT/kVQHle1rSvIg4U9L3JP0qcT1owvZkSfdLujEi3kxdDxqG6AvHVsYiYk9ELJJ0tKQltpminYkWepPt+WCOwWerpL7J8GhJryeqBfsN2ZeI2BERu6rNH0o6e5RqA4oVEW/unVYQEQ9J6rY9M3FZ6KOa536/pHsi4pep60HDUH3h2KqHiPiPpD9IuiBxKRhgsN7kfD6YY/DZIGmB7eNsHybpckkPJK4JLfSluph0r4vUmFMNoA22j6ouJpXtJWr83t6RtirsVfXmTkkvRsR3UteDhlb6wrGVL9s9tqdXjydKWiXpr2mrgtRab3I+HxyfuoCBImK37Wsl/U5Sl6S7ImJz4rLGvMH6YvtWSRsj4gFJ19u+SNJuNS7WXpusYBzA9s8krZQ00/ZWSbdExJ1pq0Kzvqhxsagi4geSPi7pi7Z3S3pb0uWR23KcY9sKSVdK2lTNeZekm6sRBKTTtC+SjpU4tmpgtqT11Yqy4yTdGxEPJq4JDU17U5fzweyWswYAAACATstxqhsAAAAAdBTBBwAAAEDxCD4AAAAAikfwAQAAAFA8gg8AAACA4mW3nDUAYOywfYSkx6rNoyTtkbS92v5fRCxPUhgAoDgsZw0AyILtr0vaGRG3pa4FAFAeproBALJke2f1faXtx23fa/sl2+tsf9r2k7Y32T6h2q/H9v22N1RfK9L+DwAAOSH4AADq4ExJN0g6XdKVkhZGxBJJP5J0XbXPdyXdHhGLJV1WPQcAgCSu8QEA1MOGiNgmSbb/Junh6uebJJ1fPV4l6RTbe//NVNtTIuKtUa0UAJAlgg8AoA529Xn8Xp/t97T/b9k4Scsi4u3RLAwAUA9MdQMAlOJhSdfu3bC9KGEtAIDMEHwAAKW4XlKv7edsvyDpmtQFAQDywXLWAAAAAIrHiA8AAACA4hF8AAAAABSP4AMAAACgeAQfAAAAAMUj+AAAAAAoHsEHAAAAQPEIPgAAAACK939s0XPF74aZHgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1008x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_slow = librosa.effects.time_stretch(x, 0.5)\n",
    "print(\"长度 =\",\"%.2f\" % (x_slow.shape[0] / sr), \"秒\")\n",
    "\n",
    "plt.figure(figsize=(14, 5))\n",
    "librosa.display.waveplot(x_slow, sr=sr)\n",
    "\n",
    "ipd.Audio(x_slow, rate=sr)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 音高高三度（不懂具体多少），时长不变\n",
    "Shift up by a major third (four half-steps)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "长度 = 1.81 秒 ，最大值 0.6477591\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    },
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h6NGjlPsvH/ibkXDkP793vI9egwlgnYjA7tJcYUPdRPj/is9X7A5uq7+vXkPAeS/Mw8x1+pnjuBAqpQoGPkSUNKav3oeX52yNmFTuJFub0cRihRLwFJfZ71Vau9c6kHBbSc0/WBpah0gpi15lxmjy+M87joRV+r/fsB/jnplr+/xOApAVO4/g7yaTorWVp9kbCvHzziPooxpS6La1udLB/Ak9Usaml8NJ0OtXXdPOKbVzevQC7mQwbaW94a9+MXtti0orUapaPNnr50vvXEaJW7YWuhueWlktGeRQSmPgQ0RJSwl4rnilNlNYcVkl9heHL8CpvpBrexeMAgZlcUqjVLxeUmO/uSDf0fbbgxm2zCok2mF0Rsoqo5OqGgA+WLITbzmYFK08Hz8WH7VaONTqDJXVNRELkh4uqcANby32WrQwdlv1/WSnwj32qdkAjHsQEp1eeR+YugaHSyLXeTLz3fr92Fekv4Dvmj1FWJx/SPcxPSdPnoVr3zD//Bwtq0RZpb31nUyHugXvUn77rj0lL7CPxSf/y5V78If3lumex+o+omTEwIeIXDtSWmHZg+LV+4t2YO6m8HkRZpWy3/9nGYY9MgsVVTWh8fnqi3bT+plh2ytBk9F1vaRCP/Bxs7Bh5DHcW7WryHbAEKrMOjyHkiUqkdmtkFnN8dmrU9k988kfMHNddIfI5U2cZpyd0HIhTP/L4+exN+8vjvrvg0KvvG8uyMdP2w46PtaIR2fpJqG45vVF+NW/f8TCrQdxSBVQbdhXjPs+Wx2Rla+0otoyMcjgh74NLRjsx2/Ka3O3AQByMtPD7g8NcQvdDvz/8dJdYb1kyRbwEjnFwIeIXBv00Le2khHoMUslrTbxk1X4++dr9B/UqewoaXP/9P7PGPHorLDHylW9HUaVDG0LaVZ6+M+k2yEketTZ5ky309yWkDjvhXn4cuUeu2eKOKcdOw6V+jqPRDm13rwnPzkZTmbmcIxSW5stPGsm2gvy2lFWWR2RWW5r4TEcr6jG2KfmxD0tstvORLMMbJe9vBCPfb0+dPuz5bvxzkL957nfIo13dY30lObe6KPuJXDV9pibnYco2TDwISJP9gRbyp1eZ8c+Ncf2xHk7x86bOA1FxytDld61e4+Gsr8pF+19R/WHsOipn5UBAMjK0P+ZdFwR0HkSdhMoGJ2rstrZq+6mLhSNXoULp8yPOLbRkMKyymrT4Up6xbObLvxYeRX2HDlua9t4iEdd0+n7XaHTo3Pmk7Px2PRAYHDcoMfUb34HAE52056jdeNsl+dUr8/jjnIEq9+napMX5oMlu1yenSjxMfAhoripdlhxt3KopEK3wqB3jTcaJqYMV8nOTDPcV72dXdr5I+HlM38dlAApdMZQkgNnQ90KHAR+et5duB0vzd5ivaEN/1u8A7tVQcekL9fqbve3j1di8KRvLY/npoJ750crcMrk75zv6BOrYVBbCktC7/nN7y61PN6yHYd1W+udOFQS+Jwqn5nZGwvxL5NMi0aURg2/et9izU2p7T5VbXIWPX79MkYmQgn8/8i0dZb7rt1zNLSuEef4UKpg4ENEcaOtABi32uqnmjbbzqoOMj2Y4lmxaFvgAq+kylYOZVRJyUy3V8tp0SALAPDTNvuToo0oPTzFFgshAoFK9dbC8ExdVpnNzExbuRf3frYaj6qG+HihTcG9bl9xaLV5NcseGc3cBcB+ZfvgMWcT3/1wvLIaq3YF5vTYWR9JeV7TV+8z3Q4ALv7XAtz9ySoPpQNeCc4RUT72z8zciH+6HM4aS35XzO0eTkBYDjncovkeKp1kS6Mwh85uY8iG4PBK7XdFvfuVry7EL1/8MXR71a6iUC86UbJi4ENEniRqe67TetD3wZTPW4Ot8EYBT8uGWY6Om26SxstpY7iysvt7P+0Iu/+KV3+K2PaSfy/AmU/ONjyW3ddHqdR9ssx6+IuXuueKnUdw9tNznM9b8dCjEI/OiBd/2ILzXpgXdt/CrcYT8L9dq7+uipGZ6/bj2ZkbXZVNTyxeoryJ03SDXi+UuX5+zIMqLquMSPetd9xDBkMylUySym+B0tus7cVT/+Torc1VbpGyPXBsy00AAGk2an/aZ3jeC/MwWdXwUVMjURSjeXBEfmHgQ0Rx43kYjIvdDdMeG5Tl+e/Ch/n4kXlJobS6Wk1uP3Jcv0JlltXtgKo3Q11ibenNKt1AbWXMbE6AXY7mTQS3tnq9leFi6qFysYpn3HwWqnSGd3601DiofG3ettDf+20OVXza4QK/UeHw47JFE1g4UVFVExrGWV5Vg7yJ0/Do15FDue76ZCWqXGSZm/TlWox9anbYd+pDnffsmzX6QWq1Zh0uZd0vP3uplN8vbRY9bQ+Q9nulrPH14BdrgsdR7xt5HvXrd8PbSzDwoRneCk4UY74EPkKIcUKIDUKIzUKIiSbbXSKEkEKIoX6cl6gu2XW4FOUGq9PHW/6BElTVOK9QbN5/DI9+ZT3W3A2jKqlRZUNbQSgpD7zWqzSphpWWUrtpjs3qNlttZnPaVKBfKZzoYViT8vpc9vJCW9vbqaT5GXCEFmu1qEFH4ztREaw8W3HTm+BlHZ9h/5ile/+aPZHpsO83WUjWCW2DwP7istCCuoD1ex6LXrUXvtsU0UDxybLdAMI/t/9dtFN3qNbm/ccihoWqKb8FamHfB83HwCggVnqRZ28s1H1cT3GZs+QQyjmU3iejT6j2s+ukTAr1wshEycJz4COESAcwBcC5APoCuFwI0Vdnu0YAbgMQOSaDiCyd9tj3eG7WJtzx4QrsDC5omShGPfED3gmmrXXSivnx0l14ac5Wy+20h/RSmbI7Br4igYJMO0NczOhmPvPhGC/+sDmsIhmP+c/21/Gxf0xtEP/v2VvQ456vHJTKWFoUVjAd/9w8zNQMibObRnpfURle0fkOzglWhLXfl2GPzMJ7i3ZEbG8kFpPiD9hYpFQZkqXXszv2qdk499m5hvuapbb20yabvV5CBIYHqoe8KoGL8nIriyQrgZC2c7i8sgY3vLUE5/ZvY3ge9Xuv/KXX00WUTPzo8RkGYLOUcquUsgLA+wAu0NluEoB/AvCWcoaoDjt6vAofLt2F7zckTkubUo/QtkwWlVY6HrcfrdZhk8bZkBLNxH+fE8550ignw/a2esV22mqse1ydGuxj0zfgB53P4qGSCqzfdzTi/rAhdwbvtXZug59DC+26SjNnauWuI45Th8faDW8vcbXfR0t34hGdXtfPlhuvEWU0l0XNblrlWFkYXMjUqDhmw0atekPsTviPnDcYfnuRzQQoymHU37HaQDV8W+X7o31+e4vKMHNdgePslA2z7f8WESUiPwKf9gB2qm7vCt4XIoQYDKCjlPJLH85HVGclSiVCLTQkSXPFvfvTVTj76Tm+nWP5ziOhCoaXVmT7PQSJU9H1+r5/saK2Euu4p8fF63DnRysw7hnjFnQzUxymTo7Gu7RMZ2K5HjdBmR9BqFNmr5HV26u/TpKX0sSW9rtj9F3SBiUX/2uB6XHPH9gudLy9Rfbac5VT+PUzrpeA5b8GvXGGvyHa10f1t97bfPGQ9jr3EiUPPwIf3WUzQg8KkQbgaQD/Z3kgIW4UQiwRQiwpLHQ+3pQo1cV7FXQnyir1h4r93wfLVWt82DuWEIFFL5+dZT5p+8wnZ+terNWnufwVe3NaOjSrp3u/n5W+nq0b+newILuVKu0kaD+VVbo/9oIt+skWJn68Epf8O7Iyqvd++N1AkEwVfae8PjWrlMyxeO3MzhGt8zsZsXg8+FtoZ/0eO5T1r7YftB7y/EKwIUFb3N0uF+5N5e8C1Q1+BD67AHRU3e4AQN1H3ghAfwA/CCHyAYwAMFUvwYGU8mUp5VAp5dDc3FwfikaUXGpqZNjE4WQgNf9b+XjZbqzfGxgCp76IBuYu2bsYm1Vs/eqpMRoC4rRSbVaejQZJC7T0Utu6pbROT/ZpPR4gsL7HtW8sCt32I4Ww1vcb9mNJ/mH3FTYfyrRyl3/vgy9sPqVodhRf+8Zie2UIfnGqqmuwYPMBncdr/z7rqdlhgflDX6zBtJV7XZfx+VmbQg0x6l66TQXFWBV8T91mmDxcWmH5NhQHG3q0w/8OeFxHau6myNfRSuRQOLONa/80W4CZKJn4EfgsBtBDCNFFCJEF4DIAU5UHpZRFUsqWUso8KWUegIUAzpdSuhuQTJTCLnpxAa59015FIpkpF351XcNs0qzXWCa5QslIq3dHZu1yS5322Q47r92s9QX4YUNtL71h5jzV32v3ulu35XrN98NufVWvTAu3OltU9vwX5jvaPhXovW4SEjsPlYZ9LqWUoYVZ9Y9Tm9FMb90p9Xk27T+G0opqzFizD/M2HcDr8/Px+vxtEfsojIZ3AYGsjE9+uxEv/rAl4rFfvrgA57l8T5U5UC/N3hq5yK7mM/nG/HwAtc/x5K4tXJ1Tj92ATRliubXQIJOkzvusXijZTu8SUTLwPEtNSlklhLgVwDcA0gG8LqVcI4R4CMASKeVU8yMQkWLFziOol5ke72I4olRolIt6eVU1PvnZ38w/2pTFtWPlYz/pSTln15YNbKWj9mOl83jO7dKr+BaVVqJJ/UxH+2it2Gnee2I0SdttEPzlyr24eEgHV/seSdRFGu0GfVE49VWv/RRWGd5YcAznvTAP+ZPHB85p8EZV2ezRllLixneWopHHyfQvBzPW6WXC9LyOWNDxCvMMkLU9M4Hn3ql5fV/O68SGYKKZ5VbfO4vjRKM3lyiWfFnHR0r5lZSyp5Sym5TykeB99+sFPVLKUeztITKWiAkMnFi6/TDu+dTeGiJK3egnnUU0z3zih1DlqeCo/WEWyjh6r5Uaq/UvhnRuZus4fmQDcxLgxaJacvv/fg67HY0AVHmdF+UfCrsdsZ3O3YdVgYryMdhmc80kPT8aLfLq4WkftpEZLRbcBJJbCksi9vM6Z0z7dfV7LolyuHU62Qa90pZ9n0Gyg9q1qWJP+V3cfcSg50aE/WdyHP/KRBQPvgQ+RERO4gztpk/P3BixzdYDkZUrO+dS0raqK7pu6qcHLcbfu1kBPlWUWrRw+xG8L8nXnzTv9tjqHoiyympXCzaaHdOpwZO+9Xx+uzVos3JateDrPfrFij3YYXMtMW2PsNOXTBlutXT74dBix4XFgYaQbQdKHM89uezlhfjDe8si7vfykfX6eV+/z92wTyfsNk5wUVJKdQx8iGKo4Kj+YoHJLJTcQBl+5iQACm5rdOE3qiO9Ns94vL9dgzs1NX387k9X6d6v9D6ZrXPiN8MehzhJEwIfqeZkGb3nuw6XYt3e2hb2vUfsL+OmrdAaV9zs1aSFELj/89U4XlGNqSv24JrXF1nvZKEmSWLf+z9fEzEcq7pGYsO+YsueJ6shiU7kHyiB9v0ySuai95lSFjs+6ZGZKK+qxugnfsCTMzbYOrc6o5qSKMGv3nW7QYX2tzKWlOe6bHv4+6ktitUCpUk+IIGIgQ9RLH20dJfuYoFuXP/mYhQcTbz1gO1UApSLsFIB0M6heDbYA2TVoq5XcdFdd0TnPj8nGCeSaFVMftSkmf7rhyss9/nN64tw7rO16/notbQb8W+tk9q/3/5xOzbvP+Zb5r8pPzhbc8hP7y/agU9+3m26zefLax+f8PxcHFQFk9NW7cU5z8zBWzFKkb+n6DhGPfFDxP0Xv2i+Xo4R5S20uy5SIqRhjmfGTqWxyGsjSgK8jESeMPAhirJ/fLUOpRWBi7PTVbLNzFq/H8ss1tDw2/KdR3CPtifERU+PladnBtbrcVVP4JXZV8pQKDuT0t/7KZBdS6lkaleLjw7zD57SM6X0IFVL6WmewqQv12LRtsC8Iz/TjDtlZ3jUU9/WDiHdUlgSmuAOAGUWwxX9Vlml/6IbTba324tidy6f1VtuN+mCfhnsbReNr4PXn127+/du0yj092PT14cFcYdLKrAhBsP1iPzAwIcoyl6esxV97/9Gd+0KPU4uZLFOhPDBkp34z0/hqWMj5gjYKNOcjc7Xn9DjZUHAVI2PYvG8tO+54SA0D4Xx+3moewa8lOu1edvw7kLvvSQntG/i+RhWtO9L2NA8h78dpRVVpj1lEckJlP81u5hV/vcWWa/RpB2yZ/fTko3iAAAgAElEQVRpaLdbuPWgb9n6qmwmMFFeP78WMgWAP/73Z+uNbFDmTVkRAF78YQuOVdR+nyZ+shLnPDPHl3IQRRsDH6IYWb2nyFYqUL0tSivCh3Pc//kan0rlzurdRfhxSyB4cTNp+dlZm2xtZ1VBeGl25HwpvT0qqpJkMoYPVpqspRIriTYnSW1fUZnnlLza76MbbhstQoth2vjC5WvWXlGf0+lirH3v/wbfrClwtI+a8por3+n1+46Gpal/f/FOnPzod1izJ/D53WMQBGlfN7frOH1mMUzQCbuL6jpd7NmJAR28BdK2hwzq3FeXfl8p+THwIYoRu8MctNfxm95Zgr73f+N7ebyY8Pw8XP5KYBHCiPqXj1f1pVEcyqe3oCH5y0uAEa05GTe/u9TzsWeu8575ym2A+vepgUaPn7Y5W3xVq0vLho73ufndpYaPGWX60/b8KP+Pe2ZuWJISZQFcpUfHqBdFOz9wY8ExGyUPDHEMP07sp+krQZ9fc8zURrics+i0JELzv5FHVUO8iRIJAx+iBOelldUNKSU2Fdgfr23UK+PkgtqmcY7u/W7G3XtZr4XsWbjVXqVb+WgkWurv2Mw9io7S8kBg4DUFcsuGWX4UJ+RX//7R9HG93o6ySuPPhd24RJ010PT8CZDdIIk/dqHPm92n8NKcrVi3l/N+KPEw8CGKEbvXXQlg/HNzMenLtbaPXVpRhdE6GZMqq2uwef8x5E2cZvtYP2wsxFlPux+v7WQhQ6VHwKiS4+dYeIqfi/7lPHPXtoPhAaz6MzJv0wGUVbqfnO91sc14mr5mH/67aIf1hjoEApneet77tS/rGLmx1+awsFRU2+Pj/7Gdrmfklb15TRKHEmShXiJFRrwLQESR1uw5isrqGuyxqCQoF9DC4nLdno7THvvOceu202xPtS25gb8OlwYudNpY5q5PVuKMnrmOjp2yGQhSyKx1+9GjlfmwqVW7ixy3uG806NEQQuCq135SndP5h2SRx2Fi8XbXJ/prTFn5+9Q1OLV7S1RU1eCTZf7NcTGjfduVdbAA4MsVkWthKQGuUWOI26AhFj8l5/Zvg69X77MshNc5Znq27Lc35E/L7YC/j5fVrvdTYdKQMGTSt9j8yLnISGc7OyUGfhKJYsTu0A31ZnZbpo1SvxYcLceBY85a3MwuyWZPQSmDUjE5WlabMemVOVvx30U6GeGC2x43aL0vjHErJjk3dcUew8+2OgPX2Kdm+3rerR6GNM5YG9vho4lik8vKsR+eCyY0+d/i2t8As/fQKMBREgnMWGsSYDg4np+sfuOVgCeROrK/DC7m6pS6x9VoId/QUNdkHuNHKYc9PkQxIqW9C556E6u1LLSto1XVNeh+z9fInzzeXSFVXvguUFE5WlaFJvUykdswSzcoMkqDuji/NjGBUkmZu0k/jbVRWtmjx/1JN0vuvbvQeliV0ef6oGqYy5ZCf+ZeKXM6ansyuZZ8IjL6TJRY9Chb/UY+8c0GAIFlArw4HoeJ924yYNrVs3UjrIhhRkc7sYyyTWV1DXIy06NbICKbGPgQJaiNBcfwnsOx/H62rD0xY2PEfVcM76RzzkBzn9nwDaMMSlYpVOOReYkSg7Z3Ym9Rme52/IikFiWg9Xuom9ZnyyOH2Xm11SK4V8q+67D/85xi3adi531Q5jQZ9QgRxQOHuhHFiJsK2r9n20u57PTYbrNs6Z1GewHUXg8Pl1QYzqmYvsZ8uMrOQ6Wmj1NiePLbyCA5VhJp2FAyiHZGO2UIVCjttMMq+evzAymujX4zojE/xi9Wmfbygwk7np7p//flo6W7rDfygfJ9U+ZyAon9nhBpMfAhipFYjzHfbDKev/s9X+PbGM1zeHzGBtf7vrkg37+CUIpipcuJdxZuj+rx//jfnwG4/73bcyTQs/fgF/pZLZXjlifhopkPT1sX7yJ4plxj1L/NRuntQ0P7+B2lBMLAhygOft5xGP/5KXoVECklftx60HSb7Qf9mXNh1YLMFnmiumNLYXiDi9Pvv1UKe+VRs4Ydih7+nlOyY+BD5LNDJRW66+aoe2P+OX0D7vl0te/nnr9ZP3kAAFz6kvkCgwqnFzar4R2cg0HRxQ9YIvtxi3kDjJbVSDxWvInICwY+RD4rMshEpr5gm3X9e7mwX/fmEsPHfgqOmX/628ihZ8fKqzD04W8tj2+naFx0lGJp5rq6mZo6USkT/JVfgUX5ztZMUrL2GeH7nXx4SaBEwsCHKEbUPR8xme9jcP+zszZH3HeguHa9nyPHjdf90VtwUMGLGxERaVVU12Dp9uReNJhSBwMfoqQWvmiompM4RAnKamqk6RC8oxbpp/Ws2R27tSWIKDFwAGJq+q/FEgtnPvEDXp0bWGNJGdnwweKd+OWL9oZaE0UbAx+iGJLBCMUsKPFjToyUcNQFkxY8ab4PCQ+0i5HGclE9IiKKn60HSiLmmlZzOAAlEAY+RAnG2TXCeLG/qSbD0gDgwLHIJAxnPjnbdJ+sDOOfDGXx1Me/cZ++mohSA6u6dZey8LRA+P9EiYCBD1GCqfJpmevF+YdNHzdKwuDWy3O2+no8IiJKDB2a1bO9rRLmcP0eSkQMfIhc+H79/tCwNTPLdx4J/S2lvd6cympHs3McbKvZk41wRETkky9XBkYZzFq/P3BH8FLGaw0lEgY+RC789s3F2HrAfD5MZXUNLpwyP3Q77MdfJ7aZ8n1ktjW77A6P++uHy12fA+CEZSKyx07DEKWWW9/7OfwOXjAoATHwIXLpcEkFet7zteHjZzz+veUxLpoyH8crqgEAz3+3ybeyGVU5Plq6OyrHJSJS+3Ll3ngXgXy06/Bx5zspPT7+FoXIEwY+RC5lZ6SjoroGNQZLje85UhZxnwz9H/jr551HUFhcjvKqapRV+jO3BwCOlBqvxRMqC6MYIiKKMl5qKJEw8CFyqSYYOdTYjCCkjEz1DACnP/696do5Zm5+dykAYP2+4rD7H/lqneW+2w4cc3VOIiIiomTEwIfIpbLKwBC1aimRN3Eapq82H9rx2PT1eH3+Nt3HdrsZRhB0rLwKv3t7Sdh9Rr1Qagu31q6kbbf3p6LKv14pIiJKXT+rkvsQJQpfAh8hxDghxAYhxGYhxESdx/8ihFgrhFgphJglhOjsx3mJ4ulQSWA42QdLdgEAlm43Tx+tVq0JTLyklp636UDEfaXBeUNERETxoKzp9tS3G+NcEqJangMfIUQ6gCkAzgXQF8DlQoi+ms1+BjBUSjkAwEcA/un1vETx8MHinTh4rBwAUC8rHQBCPT3CQc5ObeDj19o9ihlrC3w9HhEREVGy86PHZxiAzVLKrVLKCgDvA7hAvYGU8nspZWnw5kIAHXw4L1HM3fnxylAPjzK3Z/7mgwCcZa7RjkTzkmjAjzUSuM4CERERpTo/Ap/2AHaqbu8K3mfkegDGOYCJEpwS8GiDlVDGNhdRTLyz3jDDGxEREaW6DB+OoddWrFuNEkJcBWAogDMMHr8RwI0A0KlTJx+KRhQ9EYGPh+ghnh0ud3y4AtNX74tjCYiIiIiiz48en10AOqpudwCwR7uREGIsgHsAnC+lLNc7kJTyZSnlUCnl0NzcXB+KRuTdB4t34sSHvw3dVgKcak2g88rcbXh17lZbx1y1u8i/Anq0YMtBFJdXxbsYRERERFHlR+CzGEAPIUQXIUQWgMsATFVvIIQYDOAlBIKe/T6ckyhmFucfwsFjFcg/UAKgtqdHr4Pn69X7XA1b27Q/fmvq7D7iPpU2ERERUbLwHPhIKasA3ArgGwDrAHwgpVwjhHhICHF+cLPHATQE8KEQYrkQYqrB4YgSyuFgymoAGPXEDwDUPT2RIU5GWuwHrXF+DhEREZE1P+b4QEr5FYCvNPfdr/p7rB/nIYql1buLMOH5ebjkxPAkhEqgsWGffi9NYbHuSE4iIiIiiiNfFjAlSkXHgvNejJIYPP/dpoh9isuqcNnLC6NetvBzul/8lIiIKBa8JAAi8gsDHyIL2jVu9haVAahNa622du/RWBQpzB0frYz5OYmIiIiSDQMfIgvLdx4Ju/3h0sACpmy7IiIiIkoeDHyILGw2yLjGXnsiIiJ7eM2kRMDAh8gAf6SJiIj8IRFoSBz2yMx4F4XqMF+yuhERERERGXlrQT4e+nJtvItBdRx7fIgMaJMaEBERkTv5B0viXQQiBj5EREREFF1v/7g99DdTW1O8MPAhMlBcVhXvIhAREaWc3729JN5FoDqKc3yIVAqLy9GyYRa63PVVvItCRESUkn7ccjDeRaA6ij0+RConPTITU1fsiXcxiIiIUpbgJFqKEwY+RBqHSyriXQQiIiIi8hkDHyINtkQRERFFT42U2FKovzg4UTQx8CEKenLGBgDA36euiXNJiIiIUldpRTXGPDk73sWgOoiBD9VpWwuPYWNBMQDg+e82x7k0RERERBQtzOpGddqE5+ehtKIar187NN5FISIiIqIoYo8P1WnlVTUAgOve5JoCRERERKmMgQ/VaVw9moiIiKhuYOBDdcrynUeQN3Ea3lm4HeOfm8sMbkRERER1BOf4UJ2iJDK477PVAICMNAY+RERE8XC8ohr1stLjXQyqQ9jjQ3WKMrRtZI+WAICqGg51IyIiiocLp8wP/f3MzI2Y8PzcOJaG6gIGPlSnKFN65m46EN+CEBER1XEbCoqxYMsBnPH493hm5ias3n0UD37BtfQoehj4EBEREVFcXPHKT9h+sDR0+435+SgsLo9jiSiVMfChOoUD24iIiBLbSY/MxA5VMETkFwY+VCdIKZE3cRrn9BARESWBs56eHe8iUApi4EN1QmV1IOBRsrkRERFR4lIWGCfyEwMfShn7isqwft9RfL1qL5bvPBK6v+td05B/sCSOJSMiIiKn8iZOQ2lFFWo4WoN8wnV8KGWMeHRW6O8erRpi0/5jePHKIaiRwNlPz4ljyYiIiMiNvvd/g7+N641bRnWLd1EoBbDHh5KSsh7PzkOleGbmRuRNnBb2+Kb9xwAAt/xnWczLRkRERP55bPr60HWfyAsGPpSQZqzZh/KqajwybS2klFi9uwg7D5Uib+I0zFizD13u+go3vLUEI/8ZyP1PREREqeumd5aivKo63sWgJCf8iKCFEOMAPAsgHcCrUsrJmsezAbwN4EQABwFcKqXMNzvm0KFD5ZIlSzyXjZKDlBIFR8sx4tFZePySAbjjo5XxLhIRERElkOtP64L7JvSNdzEoAQkhlkoph1pt53mOjxAiHcAUAGcB2AVgsRBiqpRyrWqz6wEcllJ2F0JcBuAxAJd6PTclpw37itEwJwMb9xVj1roC5B8sxbzNB0KPM+ghIiIirdfmbcPGgmLcO74vuuU2QEY6By6RM34kNxgGYLOUcisACCHeB3ABAHXgcwGAB4J/fwTgBSGEkCbdTVICK3cdMXqYkoCUQEV1DTYVHMOyHYfx0dJd8S4SERERJbG5mw7gnGf0ExZdNaITBnVshib1MtGiYRYy0kSMS0dxI9JsRcF+BD7tAexU3d4FYLjRNlLKKiFEEYAWAA6oNxJC3AjgRgBo0LwNzn9hvg/FIyIiIqJU9+7CHXh34Y54F4PiIDO3c3872/kR+OiF09qeHDvbQEr5MoCXgeAcn8njvZeO4q6iqgZ7jhzH8p1HcPv/lse7OERERJQifjmkA3YcKsHEc/tgSKemEIK9PHWReGyCrXkSfgQ+uwB0VN3uAGCPwTa7hBAZAJoAOOTDuSkJZGWkIa9lA+S1bIALB7fH0bJKNMzKwIGScqzcWYRdh0vxwBdrrQ9EREREddo71w/DwI5N0TgnM95FoSTkR+CzGEAPIUQXALsBXAbgCs02UwFcA+BHAJcA+M5sfg+lNuXHqlWjHIztmwMAuPbULiivqsazMzfh4iEdMPap2ejasgG2HiiJZ1GJiIgoQTxz6SCM7JEb72JQEvMc+ATn7NwK4BsE0lm/LqVcI4R4CMASKeVUAK8BeEcIsRmBnp7LvJ6XUk92RjruHNcbADD7jlHo1Lw+Fm49hJO7tUB1jUSNlLj1vWX469m9cNbTc/DYL0/A3z5eFedSExERUbQ9eH4/XDCoXbyLQUnOl3V8ooHr+JAd1TUSczYV4rdvLNZ9PDNdoLI6MT/jREREZE8+532TCbvr+DABOiW19DSB0b1aIX/yeHRp2SB0/8COTTGwQxP876aT41g6IiIi8qJj83r491VD4l0MShF+zPEhSghf3TYS5VXVOFhSgcY5mchtlA0A+O0pebhldDcMe2RWnEtIRERETsy988x4F4FSCAMfShn1stJRLysdTetnhd3/9/P7oaq6Jk6lIiIiIjc4vI38xqFuVCekB1dvfvTiE+JcEiIiIrLSVTV8ncgvDHyoThBCIH/yeN2VdImIiChxdM9tiC/+eFq8i0EpiEPdqE7hgs5ERESJbfrtI5GRzrZ58h8/VUREREQUF4vuHoO7zu0duv3c5YMZ9FDUsMeH6hQRHOw2uFNT/LzjSJxLQ0REVHddPKQ9WjXOwU1ndEPfdo0xb9MBnD+Qi5RS9DDwoTpFGeqmBD0ZaQJVNVzglIiIKNae+vWg0N8je+RiZI/cOJaG6gL2JVKdMqxLcwzp1BSf/v4U3D+hDxjyEBEREdUNDHyoTuncogE++f2pGNypGa47rStqJEMfIiIiorqAgQ/VaWlM80ZERERUJzDwoTotr0V9tGyYhWX3nRXvohARERFRFDG5AdVpn/z+VNTUSDRrkBXvohARERFRFLHHh+q0JvUyQ0HP/24cEefSEBEREVG0MPAhChretQUA4IHz+sa5JERERKmrYXYGNjw8Lt7FoDqIgQ8RERERxVR2Rnq8i0B1EAMfIo3urRrFuwhEREQpS3IpCYoTJjcgUsmfPB4A0CArHSUV1XEuDRERERH5hT0+RDrWPDQO7zPZARERke+uP61LvItAdRQDHyID7IknIiLy31/O7hXvIlAdxcCHiIiIiKLqNyd3jncRiBj4EBkRIt4lICIiSg2ndGsR7yIQMfAhIiIioug6u28brLj/bFx3Kuf3UPww8CEiIiKiqGtSPxP3c5FwiiMGPkQWxvZprXt/GofCERER2cLh45QIGPgQWWhaPzPs9u9GspueiIiIKNkw8CFyqF5metj/akM7N4t1cfDS1SfG/JxEREREyYaBD5GBNo1zdO8Xwf76+yZEjlPOSBeY+ZfTo1ouIiKiZCM41o0SgKfARwjRXAjxrRBiU/D/iOZuIcQgIcSPQog1QoiVQohLvZyTKFbyWjZA/uTxUH6q2zetBwBIC/54a4fAAUBNTex/3LnQKhEREZE1rz0+EwHMklL2ADAreFurFMBvpJT9AIwD8IwQoqnH8xLF3Fd/GglAndQgMsCpqqlxdeyG2RkuS8UJo0RERER2eA18LgDwVvDvtwBcqN1ASrlRSrkp+PceAPsB5Ho8L1HMXDS4PS4a3B5N6gV6eJRAQy+r2x/P7KETDllr00R/WF0sKD1ZRERERKnMa+DTWkq5FwCC/7cy21gIMQxAFoAtBo/fKIRYIoRYUlhY6LFoRP44pXtLPH3poNBtZShbmqar5Xcju2B0b9OvQMgJ7Zv4V0CPfntqHs7oybYIIiIiSm2WgY8QYqYQYrXOvwucnEgI0RbAOwB+K6XUHQ8kpXxZSjlUSjk0N5cVMUpMSryjHWKmBETJNoHzhpFdMemC/vEuBhEREVFUWU4skFKONXpMCFEghGgrpdwbDGz2G2zXGMA0APdKKRe6Li1RAmgUnI+j7fHxIt6hUpLFakRERESOeR3qNhXANcG/rwHwuXYDIUQWgE8BvC2l/NDj+Yjiauqtp+JXQzsCqA0WrhjeyfFxtPODvARRfmR1Y2Y4IiIiSnVeA5/JAM4SQmwCcFbwNoQQQ4UQrwa3+TWA0wFcK4RYHvw3SP9wRIltQIemyAkuXFpcVgUAGNm9JQBAOogeMtLDv3o5me6/ig2yIxdSvWhwe9fHIyIi8sugjkzkS4nDU+AjpTwopRwjpewR/P9Q8P4lUsobgn+/K6XMlFIOUv1b7kfhieKpfbNANrSxfVvj4sHtMX5AO9PtszNqv27aHp/6We7TWZ+U1zziPidBGMChbkRE5K8pVwwBAJxpM+kPUSx47fEhqrPSlWQGAJ66dJBlq9afz+qJP4/tGdynNtIY0KEJhneNDF7syslMx4w/nx52X8uG2Zb7/erEDo7PlZXBnwwiIrLWTGeRb6J4Yy2GyCVlXk663oI+BvR6VqZcMQS3j+3parjbv686EQBQLzN8uNtfz+llua92uB0RERFRKmPNh8il45XVuObkzobpq8/t3ybiPu2WD1/YD+2isIBopo2ghsPbiCha8lrUj3cRiIgiMPAhcqlT8/p40GT9mxeDvTFmrhqRF+oxeunqob6VzSimef5yb3lFGCsRkR39E2iRZvKuvZsGOl4wKAEx8CFyYd7fRqNNkxzL7RbdPSb0t5SqXhadC8IZPd0v2mu39+a8gbXZ3tyksGbWayKyI9kWcibvvv/rKABA68bBOaa8YFACYuBD5EKHZvaGcbRqXBsc2a0HOJvr4+XKwqsSERFZs3P96tKyAQCgX7tgb19wH64TR4mEgQ9RDNlpBRU+jQ+4eIj5Wj6tGuWgYbazNNo1NcZXsD+M7uboWERElBx2HT7ueB+/rmVEfmLgQ5RgnI0QCWysbVETAhjcqZnpno1yMrD6wXPC7tv48Lmm+1SZBD5KGR6+0HjeExHVDazy1l3KOnIS4f8TJQIGPkRxYFYpiMewgJrgSTPTvVdXtIHb2X1bez4mESUXVnVTU7bFWm5XjeiEK4d3DruvWf2saBaJyBEGPkQxEp2AJnBQvV4iJyGM0pEjhAittq2nW24DB0cNaNnIejFVIiJKfBcPMV/4+uELT8DYYGOXMtTtvIHtsPiesVEvG5EdDHyI4sBsOJtfyZCM4qwPbz454r72TevhpjO6Wh5zRNcWho8p5daO6+bEViKiuksAyGUDGCUIBj5EPmvVKBudmkdmfVMHNFkZ6VE599w7Rxs+9tAF/QAAJ+U1j3gsKyMNd53bx5cyMIstxdLYPq3iXQRS6RrsFVZ+Bn51onkPgVbfto1NHx/bh0Nnkw2vCZRInKV0IiJLDbIzMEcnAFH3fDz5q4EoOFrm+7lbBddP0Mse95uT8wzLo+b0ItW3bWOs3XvU2U5EVCe0c7jwpdXvTxor0UTkAXt8iOIgt1F21Fc2n3BCW8PH2jXJwdA886xvdmkrKtqAqnmDTF/OQ0SJb0xvbz1wGRaRjfJ7Y9UzRNHhpveGaa0pkTDwIYqRWHT3q4OOZg2MM+ksuGuMZbprt7TP87YxPdCxubNWX8Wfx/b0oUQUbc1NPmvRx0qVE9eekhfV498zvm/Ybae/ewM7NgUAvHHtSabbJePwqad+PTDeRfBMucbcPrZH6L4RXSOHTwPJ+R5R6mPgQxQjTif55zbKxr+vOjEqx3ZL7zRWF7fsjHS0bawf+FxiMf6/QXZ05kKRv34b5cq0GVauEpvT1v7zB7YDUDtsVystgd/wU7sbJ38BgMY5gd5vZb6ln/40pof1Rj4wSmKju22Uy0LkBuf4ECWopvUyLYdzaAOezPQ09GjV0Jfzv/nbQIvr8YpqNK6XieYNsvDOwu0R29XLDAQnZhdCZQG7BlnpKKmoDt3PC2Pi65rbAFsLS2J+3p6tG2JjwbHQ7bZNcrC3KHJeHLMG1i0Ns/2ptlw+rBP+u2iHL8dSNKlnPqxXCRoaZPlf9dpYUOz7Mb1S5ppm+LA+HJFf2ONDFENOGiuFsL/itVL5S08T+PYvZ7goWaRRvVphVK9WOPeEtji1e0v0adtYN1BpGlycTimrso16rP/NZ3QDAAzprD+8rk3jHN37mQI1/k7pZt6KDRh/rjs0q+3p++vZzoYtGgU0fYKNATmZyuWLkU8iMvpMWH2erH4j7/pFIPvkoxef4KZYUWUVhId6S6IQB+w5ctz/g5pIV9UejRq9lG0Y+FAiYeBDlKAEBBpYtG4qF1CjAOmcfq0xvIv++Gvj8xqzU8XUG4oypk9rPHfZINxrMP7fqCLQ2KIFleLv1tHdbfW63Hqmv0NxRvdyP4n++tO6+FiS5HHLqG4xP6fy3b4tOBSrd5vaXuyz+jpPTV0/K9DD3KNVI0f7xSIbXFWN+RdBCRASabTehAHGSXDMtFY1VlkFNhlprGpS4uCnkSgBXXtKHq47LQ8tG9rr8WjftJ5ui/pLVw/F81cMdpQByWhsvRER+j/wl1EvzfmD2qNXG/3KCocrJa8era2HVroJNIyyDkopse6hcXgxNP/NeS3SaYrlRPP+jSNc7Teye0uMH9AW5/RrjTvH9fK5VPZ0Ca7zA9T23unxK91+LH27tsD0caXs0ZinpCSFcMrtT++4/m1Cf2emG1cl8yePRzpzkFMC4RwfohgRwl4FXwB44Hxnk18z0tMMW9RbNcrBV38aaftYJ3ZujvWTxtne3ss13GqCbCJPZK4r/EhFe9+EvtYbaWgzxam/O/WyapNeuPmIZCbx0Jtx/dpgRFfr4Yd6JAILGJ+U1xyfL9/tb8FsalqHe3Gj+XuWkxndRDDa+Zlq0uDCxt9vSkTs8SGKEQF3lchJUcgAZMXJRdSPivE+g8VcG+U4b5vp0rKB9UZkm94wSqP0tVrRDIoVbnoLE6FCVjtHyZnOLesDAMabrNNlxxafE1ZMu+0008dDPcOql75dk8i5fcr7afS+KvcrxzmjZ66t8ukt6hxrtUN7418Wpzo2rx922+o5vPe74RjYwV0vFFE0MfAhihG71zrt9f7qk/OQP3m87+XxYsm9Y7Fg4pkAdJ6Xj9f0/u2it8hrPOY7kH3Rqht+9odTPR/7vGDKZS96tnY2R0Vxx9mBIWpuEn+og4mq6hpH+2akCXx088mOz2n0Uq964GxcelLH0O1bR3cHgDG3LawAACAASURBVNDwXnWvnpmm9e31IGmHW9VYzMdxomVDe+tYRTPg/mTZLlf7uS2RUS+P4pRuLZHGIW6UgBj4EMVAi4ZZGNWrla0Kl51LRTTWgbBDKVvLhtmheRLKxdzJNf3Zywb5Up7f6wQvesXIyqg7P3UDO0QvWLTr5OBQrERdsd1rufx4VqUGw4asZJjMp9DKa1Hf+DGHPaOb//ELDM1zlihFTTu/pVFOZlivQf/2jZE/eXyoXHaDCbs9ftr37I9jutvb0YbsDHtBmtD876cDxyo87a/OwGhGr+zJPmeO6pa6UxsgipP3fjcci+8ei56tG/k+iT/WSQH+NLYHXvmN/qKqobLYKJPti6xFDcHL00/MKnni0QsStPcp70N7TQUokUb0qIdAemmIfuO3J+GuX/T2XJ7N+49Zb+SR9vsRllwryr8d2qFtymfGayeAdhhujc0fQe1WHZrVRzObvUVW7KZrVgI9P3t+nrt8sC/HsWocUl5nCeCDm05Go5za1+7v5/XDivvP9qUcRNHGwIcoytRd/nYmVdutjzz164EY5SGlrxutGuXgrL5twu/0Mo/DYN/Xrxnq/tAJVNlOJS00yQb0MjWd0Ssw30J5X9s1iUVLsPk35tdDO4TdzkgTngKy0b1aoW3wed10Rlf3B/JodG/r7/5LV9c2Uvx5bA8M6VSbKa+1zvyaaGoYmq8X/uJfPaJzTM6vF3CpPzkZHiIyuw1Q8Rz55TXWUi8mPEyzREJWRhqa+BREEkUbAx+iGLpqRGd8+vtTfDnWxUM62B4HHwtWawqpaScw99akuT6zT+vgMfWv1lnB4T56FQ69PfTu+2RZfLJaudGxuf0AIloN+X3bhacetprMDgCvXDMUS+8dG7rt12ffrXeuH4Z+7RqjcY4/lbRhHoZ+eXVGz1xcPLi96TbqNXNuHtUtrLfkjJ65WPfQONw+1nx9JbsJRqwq/y0aZGHLP34Rcf+kC/vbOr6WEni3tz1EK3pRh92FpuM55+W6UwMp5bUNAU6xXYmSHQMfohjKyUzH4E7665MkK+2F0M3wO23qYqNjK64+2XsrsVEmOcW/rxqie3/r4DpHvxzirQLhRIemxnM14qFGyrBKtdF73jA7Ay1Ua1E5+Wh0zQ2fg2K3cmlESomRPXIhhMC4/m0w987Rno4HJEZ2ODsmXdhfdx6KnYaTrrnW6zTZ5WQ9F+1nqkm9TLxx7UkAAmvDZKanYfMj5+L/znK+HtHTlw7UPUe06WW2AyJ7U6NBea6tGpn39P1tnPkwTi65RsmOgQ9RgknWxTyVcttJJKB9ik9fGpns4N7xfQyHZ5i9RkrlSj2nw81LmowpZ2NFG5Ro+fEZNsp6Fnls8/dJ2V4dpAghItLzuuLhI6LX+xHL89cewvwgeo/+YXQ3dLL5+gkXyU/UGmUHepy6t2oYMbwvIz3NduIS5fzf/d8ZuGhwZKOFl4+s7QQLoflO4dxk6HNKaTgwW2wUME+IQZQKPAU+QojmQohvhRCbgv8bNmULIRoLIXYLIV7wck4iSmwndm5maxiUWuvGka2QN4zsGqo02a1kAbUVXKt0q1as6mlfr95r6zh+TKB20tsRi3DtoQvChyd57Y3Ro1TItfMJIrbTecJ6r7nVccyMDQ69jODhaSfKavbuFoBNC/V8KrTDB40aDuw2ZijbZfu0MKdy2hYNVD2QPrUyaQ/TxnD+VPze8/TgC9qqsXmQZfWKJMjHlsg1rz0+EwHMklL2ADAreNvIJACzPZ6PKKVdPaIzfnNKbCb7+kXboisg0M9i/R2v9Q0n84mixW46Yj8quD4uOeKYXkXVqtXYTmXaai2c0DE0z93ppHzlOMN1Fl3VZqEz4mXie1S5TOXsh9euPQmL76mdv9WpRX2sfvAcy/3szq8SQmD2HaPw+a2nui4jADx4fiD1/4k687FyG2W7XkhWrUk98+d08xnhafeX7zri+ZwKu8HbwI6BxUStFny1+qwkaop6Iru8fuMvAPBW8O+3AFyot5EQ4kQArQHM8Hg+opQ26cL+uOvcPvEuRlw8+auBho95HXWW7Jdqu6vT2/G8w/S3dl67K4Z1CpukbjT3RX1vw2x3LfkvXqk/98qIUi/Uq7A5SRoBICxRQ12h91YKCDTOyURuo+ywTJUNs60TIYzo2hwL7xpjep57x/dBo+wMdG7RAO2b1sNLVw3BwyZJEC4f1snwseYNsvDxLafgimGBxVLVjSUf3XwK5t55pmWZ9Vw4KBC433Vub7TUDlXTxCLDg72NynPcsK/Y1Tm9UIJ3o/mUCnXR1YktBiTA+mBEfvAa+LSWUu4FgOD/Efk1hRBpAJ4EcIfVwYQQNwohlgghlhQWFnosGhHFQu2EXXvhxevXDsWJnSNHxf7yxA6WFVGlkmXUyDm2TyvLcthd4PN4pX6PjtPeKrPy9DKYx6KV18LZYpNmlB6o+yb09e2YrRrn4OoRnQ0nb/vh96O648bTu6KBpnIdizlxyvNRJ2pICDZfZ7OXyOtb9fWfTjd9XPtZEELoDgVTv483jOwalgHtnP5t0adt44h97Ar83kT+djRrkBWaX+N22JuE9WvYNDj0UtlO6cG1u0irlvI7aBbwGdG+H3aftdLLy6mPlOwsAx8hxEwhxGqdfxfYPMfvAXwlpdxptaGU8mUp5VAp5dDcXP9aOIlSxW98yGYWK0aTx8/s3drx8C8pgUX3jMEd55hncLr7F310KyHqi/tEmz1qhcXluvf7eeHfUGCv5dfPIX3RrLcopezQzHpOllE986oR+pW5a07Jw92/iHzv9N4P9bH9eOX8fM8b20wPnSy0c33iwez9CQ3BdfgejuplXgexO9QVqA0a/MoCqGRmS0+zbnC6dXR3AJHfg9AwT+3cKotzV8Vz3C2RDywDHynlWCllf51/nwMoEEK0BYDg//t1DnEygFuFEPkAngDwGyHEZB+fA1GdkYgZ34wyFd0zvg9WPuDPat5CBC72GWneWx3txlyJlKq42mNl47KTOrre16pipbwnag+c39f1Su5XDncW3FvPSXDuD6O7WW8EdwFpPL7CZq+BVVY03XWxVHcm4E9SGOU3UxnqZVRe7ff9tjHm6xvNWFsQOr46g6QZv39T0oSI6Kky6gWqMbh4aD/D6lt6pX3vpx1OikiUcLwOdZsK4Jrg39cA+Fy7gZTySillJyllHoC/AnhbSmmWBIGIDHTLbYBXfzMUl5wYuzVkrCjX07yW4a38melplhOZI4ZdRKkWpT6NUUW+gWZNk0Saz15Sbr91WY8fCyfqVdo++f0pOKdfZMaz7Ix03ZXc7by9nTXpdK2Ci2jEp38ItpIrJgxoh9EWPQC2RekzPvuOUa72u+aUPN2FZW87s7vO1gG92lgP0QzlpkiQyEiZJ6c3pK1142zT9Obn9m9j+JgQQLbDlNqqe8JuWS1IqzakU9Ow9N7KaACj74M2IUley/p48cohOB7subL7NYpF6m2iaPLa5z4ZwAdCiOsB7ADwKwAQQgwFcLOU8gaPxyeioM2PnIv0NJGQ68tsfPhcpAngz/9b4agiesuobjh/kHl2L8CfRVKdslrcMSsjDRVVNdEvCIB6Wd7aqHRb7Z0eQ2eHIZrFeOPxybSbZcrJ5zIrPQ1Z6WmoqA68v784oS1+cUJbN8WLYNTyboc6kYDaz/edhWaaSetvXzfM1jGNFlXOC/ZiaH9v8iePD7tt2eMWgw9FH5NATDl/hkkmwm9uPx1CCAx8UD//kllPjZO30+q1sLOgrOKT3wey3X2+fDcAoHNwHqByitvG9MBzszYZ9sgLCJx7Qlvc8p9lts6n7O9bAwBRnHi6mkopD0opx0gpewT/PxS8f4le0COlfFNKeauXcxLVVRnpaQkZ9ACBIMBN2RrlZOKUbi2jUCLjhnWjYmrLnxNcP+TiIeGtsMqws9N72Cu32asy3ObaMie010/I8PglA2ztr0d5feZPtJfVys6762c8qk6PbkbJPNXbRi+EXRnpadj4yLmW27lJ7VvtIfDZ+LB+mbRBDwCc7mMmQDNWzyYWjRRXjegclvVtZI+WuO7ULhHbvX3dMN2sZk3rZ5mmpNb2ZgNAV/XwtoiEAeFPWgmclM+Lkx77Rg7nhCnzJ5WhfVafUCXBwg0ju0Y8pvebrn4//zaut6OyESUC7wnsiYhc8ryAoIvdjSoCRmUZ1y98mEtZpX+9PM3qByodVpX2rHTnqZ9PaN8kNIFZ/cwMJzkbUOo+fqxHZHUEdY+GUkm0GurWNlj+Xw2tnccUq9FVbub4KBPT1cwqkJMvPiH0t53GhdxG2Xj7upMcl8uI6++og4/L2D6tMEQn06PtU6lel+yMNLxz/XDcOS4yEcrpPXNdNdD85axeWPPgOWFZ2PQyUxoFNNppcK2Cw8W0QY1V0cyG1CnvU8ScO81Ble+V0vM4oENgfR9lbpD67dYrj3oB1FtGdYvoASRKdAx8iMgTL5VMbSUklvMBGmnSIl8xPHDhH9snMG4+1EqrKeOx8ioA9st6uLTCSzED5wq+yhcEhwX+bmR4a/Z7NwyP2Oe93w3H17ePDOyvU1a71T+lonT72J42tnXvjJ65WHzPWOe9KMEnl5h9oZF+c3Jn/HzfWWH3mc2byLM5cV4xpncrnN4zYmUJx2oXCY6+V685Ca0bO1uY1orSY+vHgpvpaSIijbr6Z0E5h9FQxEbBuY5KsKE0IvzvxhGG5xzcqWnEfXZiNu2IPi/PvkWDrLBzLr13rK3fAaJExsCHiOLGduVbGyAZVMectOZqhwIpk5vPG9gueCzz/SttZlqrrA5sN96HOSJKkexkh2qUkxmRXKKNh8pl//ZN8MnvT8H7JpU1JyYMCJ/bNbBDEzStHzkM6aS85mirs+5LiIfhn33bNkGWydyPaEhPE6GhaZtsDKdTPGKygKfip7vH4IHz+7kuGxDZ+/T85YPx0c0nOz9QjJMaxHoUsN0eSSCyV1X5/rZy+H2009hi9zfwrL6tg8c0PugHN50ctthsi4bZEUkSiJINP8FEFDdWqXSdGNevtWEF2U5doHZxwUBFoLTcPNuR52F6qK002a2shM4YWpvEWW2vXla6p161IZ2aYUTXFu4PoHJaj5ZhFUKjluQ7x/XGj6rKlxE3Fd97x/fB6gfPcb6jT6wqkd1ya3t7rhxhnea7deOcUE+HV8rnpEOz+hiaZ28umlq3Vg2Dx4lNBJQI2ePslsFo1GjYMDPvxQkcR+jfvubkPMvtWzTMDvXEJej0UiLHGPgQkWuNczJwYnBIhtPr4oaHx0UMHzFiZ37Jv68eipzM9FDgMmFAW5zSLVBJVyoU2lTJakqdQ9m2vKo6+L/+nB7HFS2dp6Acw+rZGZ3L6crvbuouflZ4lKex9N6xEcf2I+V26Dw235y0NOFr8O23uKz54/BtqJeZjqaa1OXrHhqHW84IrIVkZzHbaHL7+bXarWmDzOB2IuIcBUf1Fz+2PKcP6yP5kUb8jyapzImSXWotIU1EMbXyAfet5dkZ9lqmp98+MjRGPoJO7WRgh6Y4XFqBO84JDNnJmzhNd1fj4XLht7VZuLrmNsDWwhLzQjtkVTnTllRAYMXfzzbNRGV+BHtG9cqNytyZFg39Wwskmg3Rlw/riP8u2hnFMwDn9GuNEV2d96gA/sxf8SozPQ3LNYvVKmmZ108ah+yMNNz+v+VRL4fRd8htUg69eVfN6mfhwLEKzPvbaOQ2ysZLs7cCAG4+vRuG5zXH16v3RezTWpUMQK+M/do1xmk9WmL9vmJX76c2wKmfFajWeWlH0AuaEqFHjcgPDHyIKKH1btM44r7anpLA1V3dav/oxSdEBgqqSkBhcXhr7KK7x2DYP2aFqhzaykdjg3SyTjN6qY86qGNTLN95xPYRMnRqMfaDntrXy2ndpbnOnJtkZTUssFPz+thxqDTsvgfP74+TfRraZ+Slq4caPxjDyma9zHQcr6xdKNePnj6/ht259fZ1w0K9vk4YZSp7/8YRqKiuQdsmtUM0JSSa1M/EqN6t8NXqvWHbD2jfxHKx12m3BRKQvDR7q6ssgVo3ndEVT8/ciF2Hj4fdr3z+Q79zwT/+7+xeGNu3dhFiBjiU6hj4EFHSMGrFfOu3tYs16g2ZUl/Mm2iG5RhNMG4XnH9i1DPltHVWXZ9QAh870kRt4gWzSsmZvVvhu/X7LWus6nS0frt9bE+M6WOcUUxbfuX2MJvrGZkxnItl8bhabqPssMA4KyMN5w9qb7KHczZzYthiNzixs93Cu8Zg4EMzaoPkJKsA65XXzVpGZ/Y2/vw67amc+sfTwm5bvaZWvylm76NybCXY/Cy4sKnVMfu3b4L+mnXC9M7DOT6UKhJ3cDMRkcZlwzrhvRuG6y5CaJfdgEUJeOxc8M9WtZganzeSncqlOtNZaFFPzcGyM9NqEwVoDvqnMT1w9cm1E+NPymuOtQ/ZH6LopMKT2ygbZ/a2fi0UN53RFTeM7IIPbqrNGua0gqVsb9W70MYsM5yL87rlZLK/1ZZ2i2znlEqDgPI6rNxVZPPoieVOnxfVdPK58BK4AO7WhTLa97Tu4Qss2/3cNW+QlXRBL5ET7PEhooQx5cohOHTMeGJwTmY6TuneEkPzmuOpbzfaPm74pGHzq7qbdK1m++j17jip/B4qiVwHSF1/+vwPp2JAhyb47Oc9uvv/+azabGnKeZV5AHZ0adnQ9rbWwp/3bwwyS7lh9B5kZaRh/aRxcR92pXBSqYxVRjQ92qFSiU75jl9/WhfzDS1oO4wX3zPWdHv1W6T8tjTMzgit9xVWRovAqLSi2vRxu+UAgBFdW2DW+v2RZTBYnwwAVj5wNhrnZGL+5gOuy0GU6Bj4EJGvvLScD+oYuWifHmVOT+0ii+YVRL3hO52a16YKvucXfTB+QDsM7NgU/doFhn1kpgtcd2pkJcrp01O/HucNbIcvVuzRfcxIF4sFLAcGXzM7x1K/SmbbD+3cDEu2HwYQmOD/yxP9He7lJ7PK5NRbT0XnFg1sBT1SRn8R1C4tG+CSEzsYPp6dkWaYRVDPOf3aYLtmXpJffEyylzQ+vuXk0LBShVnsecGgdmG9vUrqZ6OA1eo7+smy3bbKqXd8s3mNgdvWb6iy7heHtVEq41A3IvJFrC+WU64YHGrdtTvERF3Gv57dE6seCGSj+t3pXdG8QRYGdGgaygIlhMD95/W1VRm2M0RFCIG+bRuH/gacz6Ow9RL79EY0zM7A4E5NIYSwnYHPSjQ6MNRPV8nEpZxmQIemjpJAOOX0+VxyYofQ4qVa+ZPHo6Emvfs5/dqYHm9s39ZhwwTJmxM7N0erRvYXFX32ssHo0bo2ecFtY3pg2X1n6f4a3HZm94i031oXD4lsYLBMdR88W43qw/iPi07AxUPCA2zGMkQB7PEhoqQ0fkA729tmpKUBqAmrqGakp6FRDFYhV1c4hnVpjk7N3a9rUjtMxfw8RpxU1KOxsKfddZvcGtC+ie7wHrvG9GmNLYXHPJVBLzucXdrU6X8c0wOrd8d2ro3yORrcqRlmrC3w7bjdW/k5ZDIxZaanGc4//MvZvVBwtAyA8dytNNUXW0mCoddTo5fA5eLBHULv3RXDO4Xud9MOcsPIrjixczPnOxIlAfb4EFHSs7q4q3t87CY3iEYP1omdm2HOnaM9HydNp3B2hrLorU0S2Dfw/9AoV3b6tG2MhXeNidrxvb5nj158gqMeFL0K6LTbTtPZMqC1QQZBRY2fKd9UnLwuSgmaWfROOJE/eXxoCCnZTEWvN5xNBoZvvnP98IjH2jTJwS2jjBcedfIZaFIvE6N6GWe3I0pm7PEhoqRndU1XP+7HWhlGRvfKxfcbCi23UyohV43ohDaNs7F8l3Vq66tGdMKEAe3w6c+7dZ/vZcM6ol5WOhZsOai7/+J7xiI7U7+ta/2kcSguq0JOZjr6//0btG9WT3c7P1hlV1N0aFYP409oa7md3mvhJv5xEzQ52eWCQe3wS52hTFbaWARLlHy65TbE+knjIu5Xxzq1PT6191XVSAzoED4P0qohR+och6guY+BDRHWGuwqx/l5hmeKClYspVw5BSXk1Fm07hKb1M3Hlqz/p7tsiOBxmVK9WGNWrFSY8P9fw/MpE5ocvPCF03hM6RCaB6N2mMXqPa4wLpszXPY5Rbw8QSN2d3TAwj2fZfWehXgJkQMvJTMeUK4dYbtdTZ4FIN6Gt0/k6/7xkAEY4WNy0Sb1MW71yimcvHYQGWelo2LKB4YKadjl5bkoJmdE4wE1DiZ3X2yzhxtvXDcPkr9cDqH0/7jinl+Ny6ElPE5jx59N9ORZRMmLgQ0S++v/27j5Gjvq+4/jnc3c+G2NjbO6MwcaOOWyeYoPB2DzY2A6GQEiAEkRAScSDXQKtCZQioBAlKM2D1VZESFXbEIgCjULapIhAVBQe8lCklBbUUJxATYC0hEJ5DA8uDwXz7R87d16f93yzt3M7D/t+Safb2Z2d+d59d2bnO/P7/abZG3u2Q3d9k6Qmj2MG37p4zrShe5vY0oKZU3XhqoHtipvJvT2a3Nujkxdvu1IxdOa2bpmfWTWwQ+fjRutt1PLpN19t7SB4NK3cI6nd6guCXXrbW6yduXSfpuZvtrA6dUk+I+lR8IyftJ8Be1seBpu1/uGakZuxjbas4RbuuePJAqBT0McHQCaaOZvdTn1TejXQX+tY3cz9awYdNne6/nbdMt2xYVvfjce+eKKuOfnAUd+7fsX8oZHn6o95JnR3ae/dx685WRrFzNY2zcT3w4tX6MMHz9rpVa28zUwR23htQxQzYzeWEzmtNqetX+cfHb9Qlxy3YOR5R+vf2GCZQCfjig+ATI1nH5qR7OyA8SeXr1ZPV5deeONtTe7t0dOv/G+6ZSa/u7qslQv6t1vXYDOV0c7gfu6jB0mSLr71F5oyMf/mY1X1wdm1jvNf+NjBunTtQq297mdtXf+EbuvdrdtuDjvQv6uefLH2OfvhxSs0ubc71Wh+ed6wdNBQU7f8QymELPdnoxUpjdb1qSPntbRO0ghsj8IHQKmtXzlfB++924ivT01uyjdvj9qNQPum9Orey8bexn0sB6f3/fGqnY7oNdLZ2NOXzG7Yh2Vn0p7XPXCvkf9neWrlosekCd2pblaa5Xr/c+PJWv6Ve/X86+9IqjVR/PLvLdJZNzwgaVtRVjZ5nMBoxQkHzdLzr72d/YLH8G9o9erKvD3GPuT9iFq84EMhjKqg8AGQqXZ/QX7u5IOamt+29ps59jbu9VeX0h4sDza1G81Fqwf01z99cmj6uk8c2lRskvTwb0cfIU6Slu+7R8ud5lFT+IPCJgIcnLPwf9Mw/VMn6rITshkAIE9Zb5Mzp07U0QPpB+EAqo4+PgDQwEhFTaMrPq0eJA6ua8bk2sACe0+bRAfkNqMHRM3g/2F2zn3QimIsm/bI+46R33PInGk67oA96+ZNt+aVC/p1wbH7jvj6Lr3d+s7vH9ny57ugXTiBpnHFB0Cm+IJsXt+U7Tu+377hGE2dmN0NJMukzJ2wH//SSS0NUJD34AbfOu+I2gARd0lrDpipzV/a8V4znWYsJzXmzpisl7a809R7frBh5Bvf7syMXXt19UdGH2ilqIPPAO1G4QMgU2VrItOKoRGTWjymuP6sQ7Xo2ruHpneZ0N324Zk7XRYHhr09xWxEkfYvW73/TG3+nzeGpif28Bkci+9deFTDoeib8WdnLNazr76VTUAAhlD4AEADzXSSb/WYeXAABuTj2+uWl+r+Rc34zvrlOmze9NTzl21Qg/H0B6sH1Del+c9FFtvz4jm7a3GDGxWPVctN3Up8JRaoR+EDAMPcf8Ua7ZNi+OFBWR8UcOjZ3iaTKxb0tfT+rPI1Hn/z0fu19rd1sitOPCDvEABkrJjX5QEgR6mLnuRAdffJ2Vyx2ZpBO8HdJpX7fNbgwX8n9km4+qTR+2oAY9HMiRygysr9DQmgcDrpePXwedP11dMX6bRDZ+vCVQMtLeszx+6rkxftpY13/UdLy/n8xw7WL//7tZaWkacy9hHL6iN/5hH76PW339V/vfxmRktsHk2aqml+365jHip71cJ+rT1wZsYRAfmg8AGQmU3XntBRHaIn9nTr7GVzJbV+RvVPUozMlMYZh8/RGYfPyWRZpdXm4inLYn/9ypGHJm6HTjpxUXWnHzZbR+3b+j18bj5/WQbRAMXQUlM32zNs32P718nvhj0obc+1fbftx2w/avsDrawXQDFVvZP+/rOm6ugB+kxge/vNnKLdd9nxs//ItSfkEA2Kqt1F5XVnHqqZu01q70qBgmv1is9Vku6LiI22r0qmr2ww3y2SvhwR99ieIun9FtcLAG33o0uPHfd1HLuwX5ObGFGuaso4qthN5xyh9xqMX7xbxU8EAEDZtDq4wamSbk4e3yzptOEz2D5IUk9E3CNJEbElIvJrwAwABXbL+cvU0824M2UyaUK3pkysRstxWroBqLJW99R7RsRzkhQRz9lu1PttoaRXbd8mab6keyVdFRFbh89o+wJJF0jS3LlzWwwNAFA2E7q6dOohe7e0jHUr5+vVN9/NKKLmlbl4oOgePxP43wK5G7XwsX2vpFkNXrqmiXWslLRE0tOS/k7SuZJuGj5jRNwg6QZJWrp0afnaOwAAWtLVZV1/9pKWlnHp2oUZRdN55vftqjs3rMg7jEqasWuv7r9iTd5hAB1t1MInItaO9Jrt523vlVzt2UvSCw1me0bSLyLiqeQ9t0s6Ug0KHwAAkK9Fc6blHUJlcT8dIF+tXne9Q9I5yeNzJP2gwTwPSppuuz+Z/pCkR1tcLwAAAACk1mrhs1HS8bZ/Len4ZFq2l9q+UZKSvjyXS7rP9ibVmj9/o8X1AgAAAEBqLQ1uEBEvSzquwfMPSVpfN32PpMWtrAsAgDIwdwEFgEJiiBEAADIUwdg8AFBEFD4AAAAAKo/CBwCADHG9BwCKicIH7EQMLAAABn9JREFUAIAM0cMHAIqJwgcAgAwd8YEZ+va65XmHAQAYhsIHAIAMdXVZKxb05R0GAGAYCh8AAAAAlUfhAwAAAKDyKHwAAAAAVB6FDwAAAIDKo/ABAAAAUHkUPgAAAAAqj8IHAAAAQOVR+AAAAACoPAofAAAAAJVH4QMAAACg8hwRecfQkO03JG3OOw6k1ifppbyDQGrkqzzIVbmQr3IhX+VBrsql3fmaFxH9o83U045IxmhzRCzNOwikY/sh8lUe5Ks8yFW5kK9yIV/lQa7Kpaj5oqkbAAAAgMqj8AEAAABQeUUufG7IOwA0hXyVC/kqD3JVLuSrXMhXeZCrcilkvgo7uAEAAAAAZKXIV3wAAAAAIBMUPgAAAAAqr5CFj+0TbW+2/YTtq/KOp9ONlg/bl9l+1PYjtu+zPa/uta22H05+7mhv5J0tRd7Otf1iXX7W5xFnJ0uRo6/V5edx26/Wvca2VSC2v2n7Bdu/zDsWbG+03Nj+ZPL99Yjtn9s+pN0xYpsU+Vpt+7W6/d/n2x0jalLkaprtO23/u+1f2T6v3THuEFPR+vjY7pb0uKTjJT0j6UFJZ0fEo7kG1qHS5MP2Gkn/EhFv2r5I0uqI+ETy2paImJJD6B0tZd7OlbQ0IjbkEmSHa3ZfZ/tiSUsi4vxkmm2rQGwfK2mLpFsi4oN5x4NtRsuN7aMlPRYRv7N9kqRrI2J5u+NETYp8rZZ0eUR8tN2xYXspcnW1pGkRcaXtfkmbJc2KiP9rc6hDinjFZ5mkJyLiqeQf811Jp+YcUycbNR8R8ZOIeDOZfEDSnDbHiB2xHRVfszk6W9KtbYkMTYuIf5L0St5xYEej5SYifh4Rv0sm+Q7LGdtSeaTIVUiaatuSpiTzvteO2EZSxMJntqTf1k0/kzyHfDSbj3WS7qqbnmT7IdsP2D5tPAJEQ2nz9vGkecf3be/TntCQSL1tJc1H50v6cd3TbFtA9oZ/h6GYjkqaT91l++C8g8GI/lLSgZKelbRJ0iUR8X6eAfXkufIRuMFzxWqP11lS58P2pyQtlbSq7um5EfGs7X0l/dj2poh4chzixPbS5O1OSbdGxDu2L5R0s6QPjXtkGNTMvu4sSd+PiK11z7FtARlKmm2vk7Qi71iwU/8maV5EbLH9EUm3S1qQc0xo7MOSHlbt2GJA0j2274+I1/MKqIhXfJ6RVH/meY5qlSLykSofttdKukbSKRHxzuDzEfFs8vspST+VtGQ8g8WQUfMWES/X5eobkg5vU2yoaWZfd5aGNXNj2wKyY3uxpBslnRoRL+cdD0YWEa9HxJbk8T9KmmC7L+ew0Nh5km6Lmick/UbSAXkGVMTC50FJC2zPt92r2hc+IxblZ9R82F4i6euqFT0v1D0/3fbE5HGfpGMkMUhFe6TJ2151k6dIeqyN8SHlvs72/pKmS/rnuufYtoCM2J4r6TZJn46Ix/OOBztne1bSZ0S2l6l2LEuxWkxPSzpOkmzvKWl/SU/lGVDhmrpFxHu2N0j6kaRuSd+MiF/lHFbHGikftr8o6aGIuEPSn6vWae17yb7o6Yg4RbV2nV+3/b5qO6aNjM7XHinz9lnbp6jW0fAVSefmFnAHSpkjqTaowXdj+yE42bYKxvatklZL6rP9jKQvRMRN+UYFqXFuJE2QpIj4G0mfl7SHpL9KvsPei4il+USLFPk6Q9JFtt+T9Jaks4btH9EmKXL1p5K+ZXuTas27r4yIl3IKV1IBh7MGAAAAgKwVsakbAAAAAGSKwgcAAABA5VH4AAAAAKg8Ch8AAAAAlUfhAwAAAKDyCjecNQCgc9jeQ9J9yeQsSVslvZhMvxkRR+cSGACgchjOGgBQCLavlbQlIv4i71gAANVDUzcAQCHZ3pL8Xm37Z7b/3vbjtjfa/qTtf7W9yfZAMl+/7X+w/WDyc0y+fwEAoEgofAAAZXCIpEskLZL0aUkLI2KZpBslXZzMc72kr0XEEZI+nrwGAIAk+vgAAMrhwYh4TpJsPynp7uT5TZLWJI/XSjrI9uB7drM9NSLeaGukAIBCovABAJTBO3WP36+bfl/bvsu6JB0VEW+1MzAAQDnQ1A0AUBV3S9owOGH70BxjAQAUDIUPAKAqPitpqe1HbD8q6cK8AwIAFAfDWQMAAACoPK74AAAAAKg8Ch8AAAAAlUfhAwAAAKDyKHwAAAAAVB6FDwAAAIDKo/ABAAAAUHkUPgAAAAAq7/8B+HyAAEMKvPgAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1008x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_third = librosa.effects.pitch_shift(x, sr, n_steps=4)\n",
    "print(\"长度 =\",\"%.2f\" % (x_third.shape[0] / sr), \"秒\", \"，最大值\", x_third.max())\n",
    "\n",
    "plt.figure(figsize=(14, 5))\n",
    "librosa.display.waveplot(x_third, sr=sr)\n",
    "\n",
    "ipd.Audio(x_third, rate=sr) # load a NumPy array"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 音高降增四度（不懂具体多少），时长不变\n",
    "Shift up by a major third (four half-steps)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "长度 = 5.88 秒 ，最大值 0.49624938\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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