petspats/pyha

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pyha/cores/cordic/to_polar/to_polar.ipynb

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Maintainability
Test Coverage
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "$.getScript('https://kmahelona.github.io/ipython_notebook_goodies/ipython_notebook_toc.js')"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%javascript\n",
    "$.getScript('https://kmahelona.github.io/ipython_notebook_goodies/ipython_notebook_toc.js')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h1 id=\"tocheading\">Table of Contents</h1>\n",
    "<div id=\"toc\"></div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['figure.figsize'] = 15, 5\n",
    "import numpy as np\n",
    "np.random.seed(0)\n",
    "from pyha import *\n",
    "import scipy\n",
    "from scipy import signal\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore') # because they include system path -> fails unit tests on different computer\n",
    "\n",
    "simulations = ['MODEL', 'HARDWARE']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Applications"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyha.cores import ToPolar, Abs, Angle\n",
    "from pyha.cores.util import *\n",
    "plt.rcParams['figure.figsize'] = 15, 5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## `ToPolar`: Convert IQ to polar form i.e. 'abs' and 'angle'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\"\"\" Amplitude modulated chirp signal \"\"\"\n",
    "from scipy.signal import chirp, hilbert\n",
    "duration = 2.0\n",
    "fs = 1024\n",
    "samples = int(fs * duration)\n",
    "t = np.arange(samples) / fs\n",
    "signal = chirp(t, 20.0, t[-1], 100.0)\n",
    "signal *= (1.0 + 0.5 * np.sin(2.0 * np.pi * 3.0 * t))\n",
    "input_signal = hilbert(signal) * 0.5\n",
    "# ref_abs = np.abs(analytic_signal)\n",
    "# ref_instantaneous_phase = np.angle(analytic_signal)\n",
    "plt.plot(input_signal)\n",
    "show_plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:Converting model to hardware types ...\n",
      "INFO:sim:Enabled fast simulation (model cannot be converted to VHDL)\n",
      "INFO:sim:Running \"MODEL\" simulation...\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Converting simulation inputs to hardware types...\n",
      "INFO:sim:Running \"PYHA\" simulation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100%|██████████| 2064/2064 [00:00<00:00, 2191.89it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:OK!\n",
      "INFO:sim:Simulations completed!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_IGNORE_OUTPUT\n",
    "dut_topolar = ToPolar()\n",
    "sims = simulate(dut_topolar, input_signal, simulations=simulations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:sims_close(rtol=0.01, atol=0.0001)\n",
      "INFO:sim:Using \"MODEL\" as golden output\n",
      "INFO:sim:MODEL OK!\n",
      "INFO:sim:PYHA OK!\n"
     ]
    }
   ],
   "source": [
    "assert sims_close(sims, rtol=1e-2, atol=1e-4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SNR: 90.7616066056005 dB\n"
     ]
    }
   ],
   "source": [
    "print(f\"SNR: {snr(sims['MODEL'], sims['HARDWARE'])} dB\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.title('Abs')\n",
    "for key, value in sims.items():\n",
    "    abbs, phase = value\n",
    "    plt.plot(abbs, label=key)\n",
    "show_plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.title('Phase')\n",
    "for key, value in sims.items():\n",
    "    abbs, phase = value\n",
    "    plt.plot(phase, label=key)\n",
    "show_plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## `Angle`: Equivalent for `Numpy.angle()/pi`\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:Converting model to hardware types ...\n",
      "INFO:sim:Enabled fast simulation (model cannot be converted to VHDL)\n",
      "INFO:sim:Running \"MODEL\" simulation...\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Converting simulation inputs to hardware types...\n",
      "INFO:sim:Running \"PYHA\" simulation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100%|██████████| 2064/2064 [00:00<00:00, 2244.92it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:OK!\n",
      "INFO:sim:Simulations completed!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_IGNORE_OUTPUT\n",
    "dut_angle = Angle()\n",
    "sims = simulate(dut_angle, input_signal, simulations=simulations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:sims_close(rtol=0.01, atol=0.0001)\n",
      "INFO:sim:Using \"MODEL\" as golden output\n",
      "INFO:sim:MODEL OK!\n",
      "INFO:sim:PYHA OK!\n"
     ]
    }
   ],
   "source": [
    "assert sims_close(sims, rtol=1e-2, atol=1e-4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SNR: 87.86774795598558 dB\n"
     ]
    }
   ],
   "source": [
    "print(f\"SNR: {snr(sims['MODEL'], sims['HARDWARE'])} dB\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.title('Phase')\n",
    "for key, value in sims.items():\n",
    "    plt.plot(value, label=key)\n",
    "show_plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## `Abs`: Equivalent for `Numpy.abs()`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:Converting model to hardware types ...\n",
      "INFO:sim:Enabled fast simulation (model cannot be converted to VHDL)\n",
      "INFO:sim:Running \"MODEL\" simulation...\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Converting simulation inputs to hardware types...\n",
      "INFO:sim:Running \"PYHA\" simulation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100%|██████████| 2064/2064 [00:00<00:00, 2312.16it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:OK!\n",
      "INFO:sim:Simulations completed!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_IGNORE_OUTPUT\n",
    "dut_abs = Abs()\n",
    "sims = simulate(dut_abs, input_signal, simulations=simulations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:sims_close(rtol=0.01, atol=0.0001)\n",
      "INFO:sim:Using \"MODEL\" as golden output\n",
      "INFO:sim:MODEL OK!\n",
      "INFO:sim:PYHA OK!\n"
     ]
    }
   ],
   "source": [
    "assert sims_close(sims, rtol=1e-2, atol=1e-4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SNR: 95.13027177885895 dB\n"
     ]
    }
   ],
   "source": [
    "print(f\"SNR: {snr(sims['MODEL'], sims['HARDWARE'])} dB\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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VFCIPfFdWYYhzqnr25yQyguuKz13YisYlgkPCaC36CKXzp6jZ+4yHE4pAMj05RlHLbzgZvJHizdeuuJ2y93yWUSKwvSgfKMW51T/1fSzYSdz19RW3EZuYyonU21g/8QqdjVWeCyfERZIBDD/h3PtjRoigdOdHVtxGYloOp5JvYuPYC3Q213gwnQg06hs/YJAY1r3rYxfVTsXV76fNmE3KyQdwORweSicCTfWrj5LpsjJQ8c8rmplcFGQy07P2H8l1tnHi9ac8mFAEEpfDQVrNL2gx5rHmspsuqq2Km+5lgFjUPd/zUDoRiE49/SNimMC840sX1U5EVCz12XdSbjtMe+1hD6UTgWZmaozSnsc5EX4ZWYXlF9VW4U2fx04QvS+e/bhfoV9Go5GKigrKysq49dZbmZ6e5rLLLuP5558//ZzHHnuMnTt3AhAe/uZJywcffJBPfOITb3ps3bp13HHHHd4Pfw4ygOEHRjpqKZvaz6mUWwkOXdls+KKcm76CEwP9z3zTQ+lEoGk6/hplc8dpzvsgwSEXvpR/KcVgYKjyn8l0dVP92hMeSigCTdDBB+glgcqdH7zotiqu/weGiYL9P/NAMhGITr38EBlqD6Mb/nnFqy8WBYeE0ZL7d5TNHaet5pCHEopA4nQ4yGx+iFpTGcWblncKxLkU3/BJbKqJgZd/5IF0IhDVPPszopjG8o5/uei24pLSORlzNWWDzzI+MuSBdMKXQkJCqKqqorq6GrPZzM9//nP++7//m09/+tPYbDamp6f58pe/zAMPPLCs9urq6nC5XOzZs4fp6Wkvpz+7C6voIjTR+eJPCMdA1s57L7qtuJQsDibsonLwKfq720lKy774gCKgTLzyQyYIpezGT3qkvYpr72TgyDfh0M9hx+0eaVMEjubjeyiZr2Z//mdIWcbR0OdjDg6lKeN9XNL1S6xNJ0gvWOeBlCKQmI7+CquSTMU1f+eR9ta86xPM/OjnDL38Q3JKH/ZImyJwnPjbI6xXB+jb4Jki6jHxyRyKfSdrh//K+HA/UXFJHmlXBAbV5SKp4Xc0BBVS4oEBM4C4q+4l7E/Ps+/ZB9h259c80uaq8/wXoO/U2x4OcTrAuMKP48lr4br/WPbTL7/8ck6ePMmnP/1pdu3axXe+8x2mp6e56667yMvLW1YbDz/8MHfeeSd1dXU8/fTTmq3EkBUYOue0z5HV/ReOhWwjOyvHI21mXn8fQbhoe16Wg4k3GxnoZu3EHmoT3kVEVKxH2jSZLbTl3EH53DGpZC3eZuT1nzOjWijd9YnzP3mZ8q6/l3k1iN4Xf+ixNkVgaKk9yhp7NT15txFkMnmkzai4JE7FX0f5yItMDA94pE0ROCxHf0kvCZTveL/H2ozfcS8hyjx1z/7EY22KwFC97zkyXVYmyu5CURSPtJlbvo06cxnZLb/DYbd7pE3hWw6Hg+eff561a9cC8LWvfY2HH36Y559/ns997nOnnzc7O0tFRcXpP1/96psL+T/66KPcdttt3HHHHTzyyCM+/RmWkhUYOlf32qOUMYGy/k6PtZmSW8qx0K0UWx/HbvsGpuCL25YiAkfji7/kEsVB0pUf9Wi7eTv/ifmf/pz+V39GVrEU9BRu0xOjlA2/RHXMDjZ7aMAMICElk0NRV1Ey8DzTUxMXfESmCFyDu39Bhmqk8FrPXuPi3vExLH96khMv/ZrNt3/Ro20L/9XTVkfp/An2Z32MFA8NmAHklm2h5ulyMtseRXV9fcXF3UXgmT/wS8YJY+21H/Jou7b1H6bkwCc5sftR1nlo9dqqcpaVErOTk0RERHit28UBCXCvwPj7v3cXSg8LC+O2224jPDwci8Vy+vmLW04WPfjggxw5cgSAw4cPk5CQQFZWFunp6dxzzz2Mjo4SExPjtfxnIyswdM519Hf0EUfl9gs/OvVc1C0fI5pJav/2e4+2K/yX6nKR1vIo9aY15KzZ5NG245PSqA7fRn7/X5mbs3m0beG/al96kFBljshLV37yyNlEbP0QEcosNS//zuNtC/80b5uheOAZTkVcTnRimkfbzi/fSrMxj9imxz3arvBvHa/8GpeqkHP1hz3e9kzp+0lV+6k/+KLH2xb+abS/i/LJ16lNvOGia+a9VdmO99NPLMqx33q0XeFdiwMSVVVV/PjHP8a8ZKuuwWDAcAF1oB555BHq6+vJzs4mLy+PiYkJ/vjHP3oj9nnJAIaO9XV3smbmMG2pN2A2e27kHqDi8hvoJomgk7JfV7jVHfgrGWoPk6Uf8Er75g0fIJYJTu3W5mIn9Ceq7hHaDJkUbbjK420Xb9mJVUkhvE67JY5CX2peeZhopjBu8uzM5KKh/FvId7bQWn3AK+0L/+JyOsnuepKa4EqSM/I93n7pjvczrQYzefB/Pd628E9NL/0Kk+Ik6aqPe7xtk8lMa9qNlM4cpr+71ePtC31zuVw8/vjjnDx5kvb2dtrb23nqqac020YiAxg61vTKgwQpLrKuvMfjbRuNRjqz3kPpXBVdrXUeb1/4n+nDv2NaDabsmos/CeJMSi5/LyNEopyUD5QCOuqPUehooD/v1os+CeJMFIOB9oz3sGbuJAOd9R5vX/gf5dTj9BPH2st2eaX9omvuYV4NYmDPr73SvvAvtfufJYVB5sq8U7w6NDyKmpirKB19hZmpca/0IfyHqqrEtT5FQ1ARucWVXukje8dHMCoqrS/LNW612bNnD2lpaaSl/d/qxSuuuILa2lp6e3t9nkcGMHRKVVWS2p6iJaiA1IIKr/RRcO1HcKkK7X+TmgSr3fycjaLR3dRGX0FImHf24hlNZhoTd7J2aj8To1LobrXr3ft7nKpC/lV3e62P7O3uwbjW3bJVbrUbHepnzcxhOlLeidHonXoBMfHJnIq4lKKBv+J0SKG71W72yMNMqiGU7fDOqkaA8C13EabYqH1FVtOudk3Vh8lztTGRf5PX+kjJLaXWVEZ6x59BVb3Wj/Ccqamps37t61//Ovfdd985n3/33Xfzk5/8hO3bt3PgwJtXFxqNRnp7e0lJSfFc4GWSAQydaq49SqGrmREvXoji0/KoDVlPfvfTuJxOr/Uj9K/2jSeJZBrzulu92k/UJXdhVhw0vipvtlYz1eUitft56izriE/J9Fo/6bnFNAYVEd/+F1R5s7WqNb72MGbFSdwlnjsJ4kyUsvcSwwT1B57zaj9C3+bnbBSN7aE++gqP1yJYqnjztfQoiZhrZWvmaje073c4VANFO7yzinbReP67yXB101F/1Kv9CHEuMoChUwNv/C8O1UCBF2cnAWbL3k8KgzTsf8ar/Qh9c5x4nDHCKbn0Rq/2U1xxKT1KEkGNz3q1H6FvrTWHyHR1M13g3d83gIm8XeS72uhoPOn1voR+hTc+SZeSSu7aS73aT8nlNzOjWpg6/iev9iP0rW7v00QyjancswXY38pgNNKZdA3Fs8cYHx3yal9Cv1SXk5y+56gLWU9kgmcLFL9VwRW34VIVrPsf82o/QpyLDGDokNPpJKf3OepCNxCdmO7Vvkqvup1JNYSpY3IhWq1mpycpGX+DxtgrMVuCvdqXYjBgTd5ByewxRoYHvdqX0K/B/b/HoRoo3O7d2XCA7Cv+Dpeq0LdPVv2sViP9nRTbTmBNvc4r9VaWCgmLoC5iK/nDr+J0OLzal9Cv+ZN/YlIN8fqkAEDMxlswK04a98j7uNWqpeo1UtRBZorf4/W+4lOyaLSsIdEqp98sh6z+PLOL/XeRAQwdqj3wAqkMYi97n9f7Cg0Npz7qMgpGdjM/N+f1/oT+1L3xJGGKjdBK724fWRS36RYsioOGN2SGcjVSXS4yel+gNmQ9MQne3zcZn5ZDvbmUFKss6V+tmvY8hlFRSdrmnWKKb1N6E3GMU3/wr77pT+jK0u0jluBQr/dXUPkO+okjqOEvXu9L6NPAkSdxqAaKr/D+5waAieydFLjasLbU+qQ/fxUcHMzw8LAMYryFqqoMDw8THLzySdMgD+YRHjJ95GFmVAtrtvvmzZal/D1Ev/ESx/c9S+WV3l3uKPTHWfcsE4RRtGWnT/rLrdjO0NPRmBufAT7qkz6FfrTXHSZH7ac7/2M+63Ms+zrWNN1Pb2sNKbmlPutX6IOl5QV6lGRySjb6pL+SK25m5sDnmTr2BFx6g0/6FPpRt+9p1vlg+8gig9FIW+IOKvv/zNTEKOGRMT7pV+hHct9uGoLXUhqb6JP+0re+Dxq/T/f+x0jP+7pP+vRH6enpWK1WBgfPvuLYZrNd1Ad5fxUcHEx6+sp3GcgAhs7YZqdZM/I3aqO3szEs0id9Fl96E9NvfJr5k38CGcBYVVwOB3lje2mMuISNZotP+lQMRlrjr6Rs8DlsM1NeLXAm9Kf/8FPkALnbbvZZn1lbb4am+2nf/ycZwFhlJidGKZk9zonkm0n18vaRRaFhkRwL30z28B5Ul8vr21aEvsxVP8OMavHJ9pFFketvxvLXxzj1+hNsfNeHfdav0F53ay25rg4OZt7isz5Tc4ppMuQS1fki8HWf9etvTCYTOTk553zO7t27qaz0zrG3gUzuqjpTvftxIpUZgjd6f2/4InNIGHURl1I4+poc/bbKNFXtJpYJKPLN6otFweU3EarM0bDvKZ/2K7QXY32ZxqBC4lOzfNZnWm4JHYZMwjte8lmfQh+a9j2NRbETvs53HyYBnHnXkMQwbbWHfdqv0JbqcpE1/AYN4Zt8sn1kUdHGqxkhErXhBZ/1KfTBetC9HTd9q+8mBQAGUq6kYK6WiaE+n/YrBCxzAENRlJ2KojQoitKsKMoXzvD1HyiKUrXwp1FRlDHPR10djKceZZAYSrb6dtmpWnIjMUzQfFhufqvJ6PGn3afdbPN+4aelirdcx7gahr1G9uyuJkN9nRTYGxlOu8rnfQ+kbKd4rpoxqdS/qjjrn2OcMAo3Xu3TfnMWrqkDR2SQdjVprTlEEsPYc6/xab/GoCBaI7eQP3FAiseuMmHtL9NuSCfNx6sLYytvxKioNO3/s0/7FQKWMYChKIoReAC4DlgD3KEoypqlz1FV9VOqqlaoqloB/BiQ6nwrMDrUR+n0QVqSr8MY5NvdPUWXvZt5NYixE3K85WqS1LubBksZUbEJPu3XbLHQHLGJrNEDuJwun/YttNO6908YFJXEjb4dMAOIWLcLk+KkWVb9rBouh4OCsb00RW4lyEdb5BbFJ2fSZCwguvtVn/YrtDV49GkAcrf6/hqnFL6TGCZprHrN530LbUyPj1BkO0l34pU+77uw8nKGiIZGOY1E+N5yVmBsBppVVW1VVXUe+APw7nM8/w7gEU+EW20aXnkIs+IkYdudPu87MjKG+pB1JPfv8XnfQhu9HQ3kuDqYzPTtzOQiNe9qEhilpeaQJv0L3zO1vEAf8eSWbvZ53wXrr2SMcGiUVWarRfOxV4hmErXoek36H0rdTuF8HaODvZr0L3wv2voKTcYCn26RW1Sw7UacqsJolUxErRbN+5/EpDiJXOf7YsFGo5HW6G0UTB7EPi+nGArfWs40fxrQteTvVmDLmZ6oKEoWkAO8cpavfwT4CEBSUhK7d+++kKy6MTU15ZXs8XWP00IGnUM2ujT4t5kOLafc9hue+uPDRMWl+rx/4VuTp55mFzAUkqfJa9EW5D5Cs+GVh+gesV1UW956TQrPcTrsXDJ9jIMhl1O/R5uBUoOpkrVje3nllZcxGKSGtTfp4TVpP/I7slUjw0qyJlnGQwswKCp7/vhToop3+Lx/4Vtz0+NcY6/nhchb6Nbodz/BWEBM96tn/H3Xw2tSeJbx+JOMqeH0zwQxrMU1LqyUzWPP8eQjPyc6q9zn/QcCeV2uzHLewSlneOxsB9reDjyhqqrzTF9UVfUXwC8ANm7cqG7fvn05GXVn9+7deDr7QHcbibsb2J/1ca68yvf7wwF6M+Phf39Dkr2DS7b7roio0EbVwW/TpaRyw81/p1mG1qpvkD1zirLtD1xUO954TQrPqj3wV8IUG9GV72a9Rv9XByaaiDn2OlnRCnnrtcmwWujhNdny+qdosqxh5/Xv0qR/l/Nyhr7xLdKnT7Fh+zc0ySB85/BTP8WgqORfdRcFlVdokuFQx9VsbvspsYW5JKVmvulrenjtnPXUAAAgAElEQVRNCs9RXS6Gdt9Nc8Qmrt6hzUra6fXrmP/+f5I0U8fW7fdqksHfyetyZZazhcQKZCz5ezrQc5bn3o5sH1mRttfd/2yp227XLENKbhldSiqhHWdcQCMCiH1+joKZKrrjzriYymf6Ey+jcK6a6Ump+xvoxqtfwKEayNt8nWYZ8i55Fy5VYeiEbCMJdIP9XeQ5W5lKu1yzDIbTS6wP4bDPa5ZD+Iah+SWGiCav/FLNMiRs2AVA+8GnNcsgfKO55jAJjEKeNpOeAGGRMTQEl5M6+LpmGcTqtJwBjMNAgaIoOYqimHEPUrztyqgoShEQA+z3bMTVIbz1OdoMmWQVVWiaozPuUgpnjmO3TWmaQ3hXy/HdhCk2zAXa3fgAIkp3YlacNB98XtMcwvti+/bSbCoiKiZeswwJiam0BOUR0bNXswzCNzoOu68p8eW+PSL6rQwFO4hkmtaT8jsXyFxOJzmTR2iL2ozBaNQsR/aaSxgiGlPry5plEL4xcPw5AHK27NI0x2TGlWS5uhi0NmmaQ6wu5x3AUFXVAXwCeAGoAx5TVbVGUZR/UxRl6cHqdwB/UFX1bNtLxFkM9XVRPFdNX9q1WkfBXHQNwYqd1mOyCiOQjVW/hFNVyNuk3Ww4QP7Gq5lWLczVSxXrQDY+Mki+vZHRlMu0jsJI0jYK5usYHx/VOorwIlfzq4wTRs5a7WbDAXIWrrEjp17SNIfwrva6I8QygZr9Dk1zKAYDrZFbyJ08guo6425uESAiuvfQYcggLjVH0xxJFe5r3OKgsRC+sJwVGKiq+pyqqoWqquapqvrNhce+qqrq00ue83VVVb/graCBrOX1RzEqKklb3qd1FAo3XoNdNTJWKwMYgSy6by8tpgKfH5/6VsHBITSErid9eJ+mOYR3tRx6FqOiElOm/SBtxJqrMSlOWg7LoFmgUl0ussYO0hK+AYOPjyR/q7jENFoN2YT3ygqMQDawsC0tc6O2kwIAau47iGaS9tqDWkcRXmKbmaLIdoreBG0HaAFySja6j1Ntk+N7he8sawBDeFdo87N0KankrNmkdRSiYmJpMRUS1XdA6yjCS6YmRsifr2c4cZvWUQCYy7icVLWP3o5GraMIL7E3vcKkGkJepbazkwB5G3Ywp5qYa/yb1lGEl3S3nCSJYeyZ2v++AQwkXEKBrQbbjGzNDFQh1jfoVFJJzsjTOgpZG93HBg9UySBtoGo58iIWxU5wsTbFO5cyGA10RG4ke+IILqdL6zhilZABDI2NDfVRYqvCmnINikEf/x1jSVvItzcwMT6idRThBc2HXyRIcRGxRvsbH0BqxTUAdByVwoqBKmPkAM1hlZjMFq2jYAkJpym4lOQhmZ0MVD3H3EuZ0zZcr3ESt5Ciq7AodpqPyqBZILLPz5E/c4Le2M1aRwEgOT2HDiWd0O43tI4ivGS67iXmVBP5m96pdRS33HcQzxgttUe0TiJWCX18Yl7FGl9/jCDFRfzmW7WOclpkyVUEKS6aD8ue3UBka/gbs6qZ/A3aFvBclFm8gVEiMXTIm61A1NNWT6raz3yWPmbDASZTLyPH1c5If6fWUYQXWDpeo1tJIi23ROsoAORteid21chknRRWDEQtVXsIU2yYCq7UOsppvXFbyJs5iX3epnUU4QUJA/tpsJQSHh6pdRQAsha2Tg2e+KvGScRqIQMYGrM0PkOPkki+hsduvVX+hh3Mq0HMNsp+tkCUPHSA5uAygkPCtI4CgGIw0hZeSeb4EVSXLD8MNNYq90BoUrk+VvwARC/U4ug8Im+2Ao3T4SB3pgpr9GYURdE6DgDhEdE0m4uIG5CtmYFotOZlXKpCrg7qXywyF1xFqDJH87FXtY4iPGxiZIAsRzsTyVu1jnJafHoBViWFsG6p9SN8QwYwNDQ1MUrJzFE6E3foZvsIgDkknBZLCYnDssQ60IwN9ZHt6mQqVT83PgB7xqUkM0RPe4PWUYSndexjlAiyiiq1TnJafvk2xtUwHC0ySBtoWqoPEMEsQbnan3iz1FjyNvLsTYyPDmodRXhYZO9eWoNyiY5P0jrKaXmbduJUFcZrZNVPoGk++hIGRSW2RD+rGgG6ozeRO3sCl8OhdRSxCujnU/Mq1HTgWcyKg4h1N57/yT42nnQJuY4WJsaGtI4iPKjtmPvNTHSxvm58SevcdTB6jksdjECTNn6U9rB1KAaj1lFOM5lMtIWuJWn0mNZRhIcN1+wGIHP9NdoGeYuoNVdjVFRaD8s1LpDYZqYomKtjMGGL1lHeJCo2ntagPML7D2sdRXjYbNPr7voXOiiKvZSSvY0IZumslzoYwvtkAEND8w0vMaWGUKCTWgRLhZdchVFRaT8qdTACyVzLG8ypJnLXXa51lDfJKqxgiGipgxFgertaSFP7mU+7ROsob2NL3UKG2sNQr9TBCCSW7v30KEkkpGl/GsRSuRVXMK8GMdci17hA0lq1B7PiICT/Cq2jvM1w3Hry5uqYn5M6GIEkfvgIrZZizMGhWkd5k7Ry92eZgWrZtiS8TwYwNKK6XGSM7KMpbD1mS7DWcd4mr2I7c6qJ2ebXtY4iPCh2+CgtlmIsOrvxKQaDuw7GxFGpgxFArFXuFT/xZfopbrcovtT9ZqvtmAzSBgqX00XOzAl6ovSzXWlRcEgYLeYiYoePah1FeNBEg3sbWnaF/iaiLLmXEqLM03pS6hIEivGxEfIcLUwk6ePEm6VSswroJ46gbtl+LrxPBjA00tV8klR1gPls/b2xBwgJDaXVXED0oLzZChTTk2Pk2psZT9ikdZQzcmReRgIj9LbWaB1FeIizbS+ThJC9Rn8rMHLWbmNGtWBv26d1FOEhXY3HiGESV5Z+imIvNZawkRx7CzNT41pHER4S1n+YNkOWrupfLMqs3AHASN0ejZMIT2mvepUgxUV4ob62j4B7IqorooKMySqZiBJeJwMYGuk5+iwAGZt2aZzk7MbjN5Bjb2J2ekrrKMIDWo8v3vj0tX1kUcpa92Ce9ZQsPwwUyaNHaQtZizEoSOsob2M0mWkNKSVpRAZpA0X/qVcASC3foXGSMwstuByT4qTt+G6towgPcDrs5M7W0B+jvxU/AHFJGXQpqYT0yox4oJht2oNdNZJTuV3rKGfkTN9CAqP0dkhBduFdMoChEYt1Hz1KEqk5xVpHOavQ/EsxK06aT8g2kkAw3bgHp6qQU6nPVT9ZRRWME46rQ44aDASDfV1kq1ZsqfpbfbFoMmkzOc52xkfkZIhAYOzazwCxpOWUaB3ljLIrr8KlKkw0SR2MQNBec4AwxYYxW58rfgD6oivJmT2Fy+nUOorwgOiBQ7Sa8gkNj9I6yhkllm0HoPvE37QNIgKeDGBowOV0kj19gu6o9VpHOafFPZ1TjTKAEQgiBg7TasonPDJG6yhnpBiMdISWkjJ+QusowgM6jrnfwMSUbNc2yDlEFF6OQVHpOC5vtvyeqpI5eZyOiApdHUu+VFR0HG1BOUT0H9I6ivCAxRNv0tfpr/7FIiVrK9FM0dZwXOso4iLNz06TO9/AcNwGraOcVVbxRiYIQ+3Yr3UUEeD0eZcPcB31R4hhErL1dU79W0XGJdFhSCe0X45E8ndzthny5+p1feMDmE3eRJZqZWigV+so4iI52t5gRrWQU67f2cncincwrxqlWHEA6G2vI4FRnOlbtY5yToOx68m11WGfn9M6irhIpp6D9JBISma+1lHO6vTJELI10++1ndqLWXFiydXvZweD0UhbSBnJYzJgJrxLBjA0MLCwTzetQl/n1J9JX2QFObPVqC5ZfujP2k68gUWxY8nTZ/2LRVGF7htz5wl5s+XvEkaO0mopIcisv1OWFoWGRdBsKiJmSAZp/V33KfdpEAlr9FfcbilTzqWEKnO0VcsMpT9TXS6ypk5gjazQOso5JWeXMEQ0RqtszfR3Yw3urWeZFfq+xs2mbCFT7Waw36p1FBHAZABDA6auffSSQGp2kdZRzkvN3EIk03Q3ybJ+fzZav3DUW6U+i9styi6/nHnViK1VTobwZzOTo2Q72phI1PeKH4Cx+PVkzzcxZ5vWOoq4CI6Og0wRQnaJvn/nsiqvBmCkdre2QcRF6W2tJpYJnBn6rfED/3cyRPrkCVRV1TqOuAiW3sN0KakkJKVrHeWcoouvAKCrSiaihPfIAIaPqS4XOdNVWHVe/2JR4hr3jH1/rSyx9mchfUfoMKQTk5CidZRzCg4Np92cT/TQMa2jiIvQfmovRkUlNFffb+4BgnMuwaw4aTspM+L+LH7sBO2WYl2eeLNUfEom3UoS5l45/cafLa74SSrV92w4wHzqZlIZZHZcihX7K9XlImOmhr7ItVpHOa+c8kuZU03YW6VYsfAeGcDwsY6GY8QwATo9p/6tsgrKGVfDcHUd1jqKWCHV5SJrtpb+yHKtoyzLaNx68uYbsc3OaB1FrNBEk3sFTda67doGWYbMhYyjDfJmy19NTY6T7WhnKkGfx1m+VW/EWtKnq7WOIS6Cq+sQE4SSXaT/37mYYvcgi3OgRuMkYqU6W2uJYxwyNmsd5bwswaG0mIuIHZaJKOE9MoDhY/0n3dXuUyuu1TjJ8hiNRjqCi4kbP6V1FLFCPe11xDCBmrZR6yjLYs69FItip+3UXq2jiBUK6TtKh5JOTFyi1lHOKz45gx4lCXOf1MHwV+0nXydIcRGap+8CnoscKRtIZIR+a4vWUcQKxY+dpCO4BIPRqHWU88ou3cyMaiF0rFHrKGKFek+v+LlC4yTLMxq/gRx7M3MzE1pHEQFKBjB8LKhrH/3E+UX9i0XTCRVkOTqYnhzTOopYgd7qPQAklOi3cvVSizPi4w2ybckfqS4XmbO19Ef5x4ofcM+IZ0zXoLpcWkcRKzDZvLDip1z/y/kBYovcKzC7T+3ROIlYiYnxEbKdHUwn+MdWYLPZTJu5gNRZGcDwV2rXISYJIaPQP37ngnO3EaS46JCJKOElMoDhYynTtXSHl+n2nPozCcvdglFRaT8lhRX9kbPzENNqMFnF+i5utyguKQOrkoKlV7Yt+SNra61frfgBcKRuJJER+rqatY4iViCk/xidhjSi4pK0jrIs2aVbmFNNzLcf1DqKWIGOk+4aP2F5+q/xs2gibh15rnbmbbNaRxErkDh2gvbgNShGfdf4WZRZ7q6fN9YonxuEd/jPp+gAMDbUR6o6wHziOq2jXJDMte4L0XizHMPlj2JHT9IWrP/idkv1Rq4ja6ZaZsT9UN/Cip/FAsD+ILbYvTqpp0ZmxP2N6nKRNVPjNzV+AMyWYNrMBUSNyOle/miqxV3wN6vcP5bzA1iyN2NWHLTXyPs4fzM1MUK2s91vVvwAJCSlYVVSMPdJsWLhHTKA4UNdNe6RyPDcTRonuTDRCal0K8lY+qUgj7+ZnZ4k29HGZLy+z6p/K1faBmKZoLezSeso4gI5uw4xpYaQVeQ/b7aySjYzq5pxyIy43+ltc9f4caX51311LHYdOfNNzM/ZtI4iLlDwgHvFT2Ss/mv8LEpf695eNSIz4n6n48TrGBWVED+p8bOoL6KMdNmaKbxEBjB8aLrNXSQuo3SbxkkuXF9EKenTtVrHEBeo7dReTIqTkBz/WeoKEFvovlH31srJEP4mfuwE7cHFGPxoxY/ZYqHVXECszIj7nd6FVTPxflLjZ5EpawvBip2O2kNaRxEXQHW5yJyppS9C/8dZLpWYlkM/sQT1yIy4v5lq2YdLVcha5x81fhY50zYRz5hMRAmvkAEMHzIPnsSqpBAVE691lAtmT64kiWGGetq1jiIuwOJxlhl+tNQVIKtkk/sc8Q6pg+FPJifG/Oo4y6XGYivJsjdjt01rHUVcAGfnQabUELL9pMbPorSFrZkjDVLkzp/0djQSxzguP6rxs6g1qICUKTm+19+E9h+lzZhJtJ99dogvdk/WdldLQXbheTKA4UMp0/X0hxdrHWNFIvPdM+JyIfIv5r5jWJVk4hLTtI5yQcyWYNpNeUSOyPG9/qSjeq9fHWe5lCl7M2bFSafMiPuV+NETtFn8q8YPQFJaLgPEYuyR43v9SW+N+z1QfPGlGie5cCPhhaSp/Qz1d2sdRSyT6nKRMVvHYGSZ1lEuWPaaLdhUE85OuacKz5MBDB8ZHewlhUG/K+C5KLvsEuZVI3MdciHyF6rLRcZ0NX0R/nfjAxiNWUv2fBMO+7zWUcQyTTW7i9tlrPWvFT8A6WvcH0iGm6TInb+wzUyS6WhnMsG/avwAKAYD1rBSkidlRtyfODoPMaNayCrxvxUYrrgiADpPSrFif9Hb0Ug0U5DmXyvMAIwmM23mQmJGZWum8DwZwPCRxQKeEbn+d9MDCA0Np8OYTeiwvNnyF/3WFhIYxZnqn79zQRkbCVXm6Gw4rnUUsUzB/VV0KSnExCdrHeWCpWTkMkQ0hh75ffMXrdUH3St+sv2rgOei+eT1pKt9jAzIjLi/iBmpos1ciMlk1jrKBQtJKsChGphtk2LF/qK7zv3ZIb5wi8ZJVmY0tpzs+RYc83NaRxEBRgYwfGSm3b1MNNMPC3guGo5aQ4atUSoK+4nuheMsYwr9b6krQNLCjPhQg1RN9xcpM3X0ha/ROsaKKAYD1pBiEialWLG/WDzaO73MP69xi1szO0/J1kx/MG+bJdvewnic/634AQgyB9MRlEPkcJXWUcQyzXccYV4NItsPV/wAmNLXY1HsWBtlYkB4lgxg+IhpqJZuJYnI6Dito6xcSgVRTNHf1ah1ErEM9s6j7htf6Wato6xIem4pE4RBt1RN9wejA1aS1CHsSf65TQ5gLqGcDKeVifERraOIZQjqq2KQGOJTsrWOsiJZZVtxqgqz7VIHwx901B3CrDixZPnnh0mAoei1ZM/Vo7qcWkcRyxAxUk2nOZcgc7DWUVYkqdh9At5go2zNFJ4lAxg+EjfTykBIrtYxLkpMgXsJW2/tfo2TiOWIGKmmw5SD2eKfNz7FYKA9uJi4cdm25A8Wt8lF5vrncn6AsNzNGBSV9lNyjfMHiZN1dIeWaB1jxcIioukyZhA6dFLrKGIZhhrdWy/S/HglLWkbiGCWnhYpkK13DoeD7PkmRqP9s44ZuCeiJtUQ1B5Z9SM8SwYwfGB+zkaasxtbdKHWUS5KVvEGdyHPTpkR1zuX00nGXBMjUaVaR7ko0/HryHJ0MDM1rnUUcR4zbUdwqQqZpZdoHWXFMhe2Iky0SrFivZscHyHD1Y0toVzrKBdlMGINabMNsjXTDxh6qxgjgqT0fK2jrNhiLYX+epkR17vO5hoilRkMaf53LPkig9FIp6WA6LEaraOIACMDGD7Q01qNSXFiSvHvD5PBIaF0BOUQLkdb6p61deHGl+q/Nz6AkOzNBCkuOmrkzZbeWYZO0WlMIzIqVusoKxYZn0qfkoB5QKqm611n9T4Miuq3BTwXuVIqiGeMgZ42raOI84ibqKMruAjF4L9vnTOLKplVzditx7SOIs5jcduFvxbwXDQZW0aWvQ27FPIUHuS/V2E/MtzqXjoVk+2/e8MXjUStIXOuSWaLdG6gwX3jiyvy39lwgLSFGfHFYn1Cv9Jm6hn00wKeS/WFFZM6Xad1DHEeU63u5fzp/rycH4jKd9co6pGtmbo2Oz1FlrOD6Tj/Xc4PYDKZ6TDlETkiWzP1zmk9hk01kV64XusoF8WU4S7k2VEvq7d9weWwr4rPaDKA4QP23hocqoG0/LVaR7loSmolkUzT3SZv8PXM3uW+8WUW+vcKjITkTPqIx9QnFaz1bLCnnURGcCb7Z3X+peYSK0hX+xgbHtA6ijgHU/8JepREYhNTtY5yUbLXbMGhGrDJ1kxda687hMnPC3guGospJWu+GafDoXUUcQ5Ro9V0mPMxBpm0jnJRkhcKeQ43ydZMb7PPz2H493gO/eperaN4nQxg+IBltJEeYwrBIWFaR7locYXu2aLeOpkt0rOokWo6TbkEmS1aR7lovWHFJE41aB1DnIN1YfY4Os+/l/MDhOe4f4bO6r0aJxHnkjJdR68fF/BcFBwaTkdQFmFDsjVTz8abDwOQWuzfqxoBjGmVhCpzWJuleKxeOR0OsuebGYv2763nAKk5a5gkBLVbJqK8bXZmCoCy7sc1TuJ9MoDhA/EzrQyF5GkdwyMyizcyrwZh75L9k3rldDrJmm9iLMa/l7oussWvJUPtYVKOttQtW/sRnKpClh8X8FyUXubekjDdfljjJOJsJoZ6SVEHmEvy/xU/AMORa8iwSSFPPTP0VTFCJInp/v9eLmFha+niVlOhP13NJwlTbBjS/Hv7CIBiMNJpKSR2XAp5etu8bRoAF4rGSbxPBjC8bH7ORqqrl7kY/61avZTJHEyHKYeIUbkQ6VVn0+KNz7+3jywKzdoAgLX2oMZJxNmEDJ2k05hJSHik1lEuWlRMAlYlhWAp5KlbXbXuI3vDc/x/OT+AmlJJDBP0dTVpHUWcRfxELVY/L+C5KKOgghnVgtMqM+J6NdiwWMDT/ycFAKZjy8hytGOzzWodJaDNzSwMYCj+f506n8D/CTXW216PUVExJfr3EapLjUaVkjXXiMsps0V6tHjjSwiQG1/qGncF7olWmRHXI9XlIsPWwFCk/xfwXNQXVkLqTL3WMcRZTLcedh/Zu1Dk19/FFrivcbI1U59sM1NkOjuZjvP/OmYAxqAgOs15RI1JIU+9cnUfY1q1kFHg38dELzJnugt5dtZJrR9vmre5t5C4VsHH+8D/CTU20uG+QUSm+/9e3dNSK4hUZuhuq9U6iTgDp/UoM6qF9MLAWF6dkJzJALEYB2S/rh71drUQxziulMBY8QMwl1RBkjrE+KBV6yjiDCyDJ7EaUoiOidM6ikdklmxkXjUyJ4U8dam99iBBigtL5gato3jMeEwZWfMtOOx2raOIM4garaHdnE+Qyb8LeC5KLnFvzRxulkKe3mRf2EKiyhYScbHm+hsBSMoJjHoEADF57kKegw0yW6RH0WM1dJrz/L5y9VLdIUXET8qMuB4tzhrHLhwHGQgiFgp5Wqv3aZxEnEnSTCMDYcVax/AYS3AoHUE5hA9LIU89Gl/40JWyZqvGSTwnaKGQZ2dTldZRxFs4HXay5psZjw6czw1JmcVMEgo98vvmTfbZxRoYgf/xPvB/Qo0ZRloYJoqomHito3hMZsl65lQTdtk/qTt2u52s+RYmAqSA5yJbXCkZTiuzUxNaRxFvMdd1DIdqIKPE/08gWZRZ6l7SP9Uh1zi9GRvqI1kdxJEYWNe4kYWtmVLIU38MfScYJorktByto3hMwsJpKoONUltKb7objxGizGNI9/8CnosUg4EuSyGxE7Jy25scczKAITwkfLqDAVO61jE8ymIJoT0om4gR2T+pN11NVYQqcxgD6MYHYMlaj1FR6ayX5Yd6EzF8ig5jFsGh4VpH8ZjomDi6lBTMgzIjrjedte5rQER2YF3jSK0gkml62uXIaL2Jn6ilK0AKeC5KzytnRrWAHG2pO0MLg0qLp8UEisnYMnIcbczNSSFPb3HKAIbwlMT5LibDsrSO4XEjEcWkzzXLbJHODC/c+OIKt2icxLNSFmaLxpulkKeuqCpptkaGIgNnOf+igbBCkmYatY4h3mKy3V0nIiMAjuxdKibXfaLKQJMM0uqJbXqCTGcnswFSwHORISiIdnM+0WNyopzeOLqrmFJDyMoPrFVm5oz1mBUHnXXHtI4SsJxzM4CcQiIu0uT4CPGM4YwNjCNUl3IllxPJNEM9LVpHEUuoPVXuytX5gVG5elFyWg7DRKH0SSFPPRnq6yCWCVyJgfX7BjCfUEaq2s/4yJDWUcQSpsFqBpQ4IuNStI7iUZklG3CoBua6ZI+4nnTWHsKoqFiyAmzFDzAetYaM+VZcDofWUcQSkWN1dJhzCQoK0jqKRyUtrCgZaZFBWm9x2d2rW6SIp7gofa3uLRbByUUaJ/G86Bz3zbxXlvTrSsRYHZ2mXIwBduNTDAaswQXETdZpHUUs0VPnXvETmRN4b+7DFz6wdNUe0DiJWCpxuoG+kAKtY3hccEgYXcYMQoZlRlxPRlvdK35SSwJrxQ+AIWUtococPXKinG64nE4y51uYiAqgkwsXpOSUMEEoSo9sW/IWdX5hBQZGjZN4nwxgeNG41f1hKzYj8C5EmSUbcakKs51yIdIL1eUkY76FsajAW84PMB1bRoajk7mFY6KE9mY63bPF6SWBcwLJovQS9zasiXZZ7qoXU1MTZDit2OICa2n1oqHwQlJmm7SOIZbqO8UY4SSl5WqdxONi8xa2LTUf0TiJWGRtrXbXMUtdp3UUj1MMBjrNhcSMy4CZ19htWifwGRnA8CL7QBMuVSE5J/AGMCIio+kypGEZkguRXvR1NhLOLEpyYO3VXWTOqMSkOLHWH9U6ilhgHqrBqiQTFR2rdRSPi0nKYIgYjANSyFMvuuqOYFRUgjMrtI7iFc7EtSQywuhgj9ZRxIKYiXq6LfkBVcBzUUbxeuZVI/NdMhGlF/0N7jpfcfmBc6rXUpOxpWTZ23DMr54P2r6kuuwAKKgaJ/G+wLsi64hprJU+QyKW4FCto3jFQFgBSbNS5E4vFm980bkbNE7iHcmL+yebZduSXiRNN9AfWqh1DK/pDSkgfkpOhdCLsTb34GVyUeCt+AEIXzhZpbtOrnF6YLfPk+loZyom8CahAIKDQ+gyZhI6Ilsz9WLeWsW8aiSzuFLrKF4RlO4u5GltkJWNXuFy17MJUgO/rs2yBjAURdmpKEqDoijNiqJ84SzPeZ+iKLWKotQoivKwZ2P6p6jZToYsgXWE6lL2hDJS1EHGRwe1jiIAW1cVTlUhszgwBzBSswqZUENx9cqMuB5Mjo+QpvYxH1+qdRSvmYkrJcvZxczMlNZRBKD0nWKCMBLSA68GBkB6sXtgZrpDVpnpQVfTSYIVO0EBuJx/0XBEEak22bakF2GjtVhNWZjMwVpH8WiwVqIAACAASURBVIqEIvfWzOGmgxonCVALAxgm5jUO4n3nHcBQFMUIPABcB6wB7lAUZc1bnlMAfBG4VFXVUuBfvJDV78Q7+pkNC9wBjNAs9wixtVYuRHoQPFJLlzGd0LAIraN4hcFowGrJI2pcZsT1wLpQwDckMzBnigAsGRUEKS46ZduSLsRM1GG15AXkcn6A6PgkekkgaKBa6ygCGG5x14aIy9+ocRLvcSaWEc8YQ32dWkdZ9VSXi4y5ZkYiArOOGUBGbimTagiuXjlRzhsUlxMAE3aNk3jfct4FbAaaVVVtVVV1HvgD8O63POfDwAOqqo4CqKo64NmY/md6cowYJnBFZmgdxWvSit179CalyJ0uJM80MxgWeCfeLDUZVUSGvRWn06l1lFVvvNX9uk8t3qJxEu9JKnBf48Zapcid1hz2ebLsbUxGrzn/k/1YX2gBCdOyNVMPHN0nmVNNpAfYseRLRea4V2z2yIlymuvtbieOcdSkwKxjBmA0Gugy5xI+JhNRXrGwAqPlsh9oHMT7ljOAkQZ0Lfm7deGxpQqBQkVR9iqKckBRlJ2eCuivBq3NAJjjczRO4j0JyZkMEoNRZos0Nz7cTzKDOBIC+829IaWcMGUOa6sUj9Waof8UI0SSkJKpdRSvSc4uZooQ6JNtS1qzNp8iWLFjTAvc5fwAs3FlpDu7mZ2a0DrKqhc+WktnUBZBZovWUbzm/7YtSSFPrfU3uuuYBeKx5EtNRRWRPt+Ky+nSOkrAUVwOxgmj8urbtY7idUHLeI5yhsfeWt40CCgAtgPpwOuKopSpqjr2poYU5SPARwCSkpLYvXv3hebVhampqfNmH285QDbQPWZn0k9/zuUIN2YRM17rt/+XgWK8o4p3AwPOqID+v5icCwHg+KtP0tY9fPrx5bwmhWeljtfSbszm5J49WkfxqjhDFhHD1fL7dYE8/Zocr3+FbKDXFhLQ/xdjaiwGReXlp35HRFpgD0jrmepysc7WzMngTXQHyO/b2V6TBSTgsh4N6NeVP5g+8QqVQOeok94A/r+YVBLYrMzyzNOPER6TrHUczXnyXumamsChGlfFa3k5AxhWYOk+iHTgrWd8WYEDqqragTZFURpwD2gcXvokVVV/AfwCYOPGjer27dtXGFtbu3fv5nzZD/btB2DbjhuITw7cbST7myrIsj5E+pZNBIeEaR1n1Trwe/eHyEuvuy2gf99ss5tw/MfnSVSG2bbkNbic16TwnPk5G7xq5Wjy7QH/736gZi3lA09TfNllGIOWc8sU4PnX5IH6R7GpJna+5wOYTGaPtas3PTmp8Jv/IMk0zeYAf23p2WB3G7F7/j979xkjW5reh/3/nlM5doWuXJ3DjXNnhsMlvQYXSwKUuJK4MmQDomx/4AebsAGCcIANGbb5YQ3CgABBgAEaNmXYMAxDFG3Y1IqiREk0BySlDTOcnXBD51Q5d+V4zusPp+pOz52+93aoqre6zvMDFrjT0zP7756u06fe84Q6LCvfwM/OyX+H170mP/nxNuLtYyzNydd5V33y0d9FkoXwi7/0V0VHmag9pwr84/8ZEfsA79PP3Fh/V/74s78PtSPP/X0ZcLUWko8AbDLGVhljJgC/AuD7r3zO7wP4eQBgjPmhtZQcjTPoXcMrp+hwI3yBV7tt5os59i6MTMHZDs3BEEnOP0UBnrk+vAAAi9WOpByjtW+Cne19ChMbwBh7V3SUiZMiT2BjXaSPqFVOJGflOc4Mq3N9eAEA4fgGzuEAy34mOoquZXa1mRDzXs4PAF3/Q8TUNJr187d/MpmYYGu+15KPxLbfh8oZuklqzRw3xhUokEXHmIq3HmBwzgcAfh3AHwF4AeD3OOfPGGPfY4x9d/hpfwSgxBh7DuBPAPwXnPPS5f9GfTA1UsjJwbmdlj4S3NKmc5cPaUq/SL76LjKWDdExpqLo2EKofSA6hq6VDrShloHhkMt55l3XhtwV9z96y2eSSeGqilj3ABXX/E7nH2GShIRpAws1GnInUuvsUwBA7P78X+Os8XchMY6zFzSsWJRmtYwoz6HrfyQ6ysTZHAtISyGYSzTLbNyYOoDK6ADjJc75H3LOtzjn65zz3xp+7Dc5598f/plzzv8zzvkDzvljzvnvTjL0XeDspHFuCouOMXHhlQdocgs4rUQSptNuIa4k0PLpo1964H+AEIo4L+ZER9EtNfM5WtyM6Nr832zFtt5Dj8vopeiJuCiF1CHcaICH5nc6/0UNz33E+8dQBvO/Cm9WmYrPkGBhuNxe0VEmLrytHdJUj6mSVpTUsOLHEp//qkYAyNs2sdiiB1HjRhUY5NYWlSw69vluHwEASZaRMK3BXd0RHUW3Ers/gZEpMOmgnB8A7MvvAQCStPZNGOf5CySMq7qYCWGxWHFmWIa9/Ex0FN3Kvizn/ynBSaZDjrwLC+sjtU+HZqIEmnvI2zZFx5iKQGx92LZEJf2i1I61Kubg9jcEJ5mOru8+omoGrUZVdJS5wjhVYJBbqFfLWEAD3D2/6wUvqi3cx3L/EIqiiI6iS5WjYTn/xgeCk0zH6GlR/fRTwUn0SVVUxLuHqLrnv5x/pOS4h2jnAOCvLuAi09A5+wkUzhC/r49rnG9DO6gpHFBJvwitegUxnkHH/1B0lKlgkoSUeQOeGj2IEkXKPUWRuxGJrYiOMhWW2DuQGEdih9rPx4lxFSpVYJCbKib3AQBG/4rYIFMiRZ7AzjpIHNITShGUzBdocTMiq/poIfGH4ihiAYY8DVUUIZvYh5s1AZ2U8wOAEngED2oo5xKio+iSufQMCSkKp9MtOspULG2+gx43oJemJ+IiJHa0gyOrTsr5Aa1taWlwjH6/JzqKLi3UdpEyr4ExJjrKVAQ3tcPo6slPBCeZL4wrUKgCg9xUNaMtYHGG1gUnmQ7fcMhdfp+eFongOt9BwrQKSQfl/CNpywa8jT3RMXQpPxxm6dRJOT8AOFe0NzLpXbrGiRBoHaBo10c5PwAYTWYkDEuwVeiJuAijcv7Q1vwP8ByRI0+0tqUDOjSbNnXQR7R/hsaCfqoaQ0tbaHAreJYeRI0TDfEkt9IpHAMAfFF9bIWIbb+PAZfQT1JJ/7RxVUW8f4hzHUznv6jpuYf44Az9Xkd0FN3pJT7Vyvnv6ecAI7atPS1qntHTomlr1CoI8zz6Pn1d4yqOTYQ7ut5GLwzLfoEynAjHVkVHmRrvsG2pSG1LU5c5fgYz60MO6aNlCQAkWULCtApXlbYtjZPEFWohITfHz8/Q4mZ4FyOio0yF0WzTnhaVX4iOoju5xD5caIEH9VPODwCGyBOY2ABJGnI3dabyDlJSGA6HS3SUqfH4g8jBB7lA17hpS+xomxFs8XcEJ5kuJfAQAZRRyqdFR9GdhdoOEqZNMEk/t8ixjXfR5UYoadooN235Q+1g3LP6nuAk01VzbSHWPwJXVdFR5obEFarAIDdnaSSQlwO6+uVXcW4j2t0HpyF3UzVq23Gt6OsX3+LwaVHpkAZATZu/dYi8VR/tcRdlrevwNvZFx9Cd8xOtsi+89b7gJNPlWHoCAMjs0TVumpRBH/H+KZoL26KjTJXJZELCEIe1Qk/Ep62b/BwDLmFpW1/3cTz4GE60kU/Q79VxYVwBpwMMclPOTgZVc1h0jKlSAo8QQAWFbFJ0FF1pJ7V+1ei2vm7uYxuP0eVGDGjI3VR123VElAy6Xn2V8wNAx3MfcSWBTqctOoquqLlnaMKCxZh+ZmAAQHhLO6Stn1KV2TSlj4bl/OFHoqNMnda2dCg6hu5YyjtIyRFYbXbRUaZqYVWbLZXdp0PacaEKDHIri0oWHXtMdIypcixrJ8fp3R8LTqIvptILpBCE2+0RHWWqDEYTTg0rcFSopH+aUnufQmIcpoj+bu5N0ccwMgWJXXpDOU2u2j5SxlUwSR83ZSPeYBwluCEVaLvXNOUPtHJ+37q+HgoAwMD/AIsoo1rMiI6iK4vtQxRt+piZd1F0WzukbSepbWlcJNABBrmh2nkJbjTB3XHRUaYqeu9nAADtMxrkOU2+5gFyOiznB4CKcwvR7iFAbUtTUznWXt/+dX2VugIX2paOPhGcRD9URUWsd4y6S1/VFyMZ8xo8dSqvnqZu6jMMuITYpn5WqI7Yh21LKWpbmpp6tYwoz+luSDEAOF0eJFkIpuJz0VHmhsQVcEkfGwnpAGPMiskDAIDJr5/p1QDg8gWQxSKM9LRoanqdFqJKCm0dlvMDgBp8DA9qKGZOREfRDSXzFG1uQmztgegoUxdee4QeN0CltW9Tk0qewMPqYEH9/bwB2ralpcEJBv2+6Ci6YSnvIiVHYbHaREeZulHbUo3alqYmsatV/Fh1NqR4JGfdxGLrQHSMuSHTDAxyU9W09rTEGdLfU/GMdQOBJg2AmpbU/k8g67ScHwCcy9oTsvTuR4KT6IetuoeEYRlGo1F0lKmTjSYkDUuwn++IjqIb2X2t2sW1or+n4QAghx7BwvpIHdGDgWkJtg9RsuuvnB8A/KE4ynBBytPP27RUh0OKQ5v6WUt+Udd3D1EljU6zJjrKXJBABxjkhrrFEwCAX2cDxwCg7XuImJJCt0UXomkYlfPrsVcXAOL3vwGA2pamKdw5QsWhz5t7ACg7NxHpHomOoRujIcWRLX3e3HvWtK+7cEhtS9NQrZQRRQ59/33RUYRgjCFtXsMCtS1NDR8OKQ7E9feeAQDM0SeQGEdq7yeio8wFbYgntZCQm6gm0OJmLPiCopNMnTGmXYiSO9Q/OQ2DzFN0uBGxNX1WYLg9PmSwCEORBnlOQ62YgQ/nUBb1eXMPAMriQyyigmIuJTqKLhhLL1BkHtgWAqKjCBHbeoIBl9BP0ZC7aUjuD8v5Y/os5weAhvse4v0TKIOB6Ci64KrtIWVc0d2Q4pHFDe0BXIVmS42FDAVcJz9LdIAxZqZmBkXZDybp71u7uK49LTo/oSfi02Cr7CIhL8Fk0l85/0jOugFvk/onpyG1+zEAwKbTXl3gyyF3GRpyNxW+5gFyFv21Y46YLTYk5RisZWpbmob6iXaAEdzQZ1UjAEjhR7CyHtLH1EYyacpoSLF7S3QUYaKr99DgVpotNSYSV8CpAoPchL2TQ824KDqGEPG1e2hyCxS6EE1FqHOEkkOfZYcjHe824koS/X5PdJS5V09oT4HDOu3VBYDw1gcAgMYZDbmbtE63hyXlDG3PtugoQpUcmwi26ZB2GnjuORqw6racHwA8q9q8mcIhlfRPWjJxhAXWAAvqs4oWAGRZRsK4AmeVDmnHQYYCUAUGuYmFQQFta1h0DCFkWcaZcQWO8z3RUeZevZyBHxUMdNqrO2KKPIKBqWiXzkRHmXss/xxluBAI62tF9EW+YAxFLEAu0Nq3STvdfwoL68Oo0yHFI33fA4RRQPW8JDrK3HPVdpE0ruqygnYkvvUeFM7QHc6fIZOT29PaJhZ0OqR45Ny1jVjvCFxVRUe582Qa4kluYtDvwc/LGDj0eYABAFXnJqJ0IZq49K5Wwq7ncn4A8K+/BwDglVPBSeafu7aPlGkNjDHRUYTKmNfgqdMh7aSVjrQnwN619wQnEcu6pF3jUzsfC04y37iqItY/Rs2l3+oLALDYHEjKUVjKNFtq0tpJraoxsq3fqkYAQOAhnGihlD4UneTO0yowqIWEXFMxewaZcUjumOgowvDgQ7jRQClzIjrKXKuf6nv11khk7TF63ABLgw4wJomrCmL9E9R1fnMPAI2FbcQHp1AGfdFR5tog8xQKZ4isPxEdRajwpta2NLrmk8nIpk/gRhM88FB0FOGKtg0EqG1p4ozlFygwHywuv+goQjlXtUPqLM2WujWZq+B0gEGu6zx7AgCw+PRbYu1c0krhMvs0UXiSWP4FStyFcHRJdBShDCYzEoY4fB06wJik7OkubKwLFqKbeyn8CBbWR/qIhtxNkrWyi4wchWy2iY4i1GJkBVXYgRz9vE1Sbk+rcHGt6PvADAD6/geI8hzq1bLoKHNtsXmAgk2/Q4pH4sM12a0EzZa6LRkKQC0k5LqaBe1NlCu4LDiJOPF72oWoSUPuJspd30PKTOX8AFCxbyA+oBkYk5Q/GPbqLtPNvWf4tKh4SIe0kxTsHKLk2BAdQzgmSUiZ1uCuUdvSJLWGMx8iW/quagQAa+wxACC1R4M8J6XWbGFJTaLjuSc6inBujxcpBGEs0myp29LWqFIFBrmmfiUJAPCG1wQnEcftDSALPwx0IZoYrgwQ7Z+g7tLv6q2LBv77CLIyquWC6Chzq5P6AipniG7rd73gSHzzPQy4hG6KhtxNSqlcRoznMPDRzT0A1N3biPePoSqK6Chzy1h8gRx8cHv0uUXuouCwNfX8hNqWJiVx8AXMbABzVN9Dikeytk0sNvdFx7jzDFDB6ACDXFs1hRY3w7XgE51EqJx1Db4G9U9OSv5sF1b0qJx/aDTINLVLQ+4mxVTaQVoKwuVaEB1FOKvNhoQcg5WG3E1Mau9TSIzDqvMhxSMs9Ah21kHmlKowJsXX2EfWSuX8ABCMb6IBK5B7KjrK3KoMhxT71+mhAAB0PPcQUdLotRuio9xZqqJAYpwqMMj1mVoZFGW/rldwAUDbcw8xJYFetyM6ylwalfO7l/W9emsktDUcckdtSxPjax4gTzf3LxVtGwjSkLuJOT/VXsvBDbq5B4CFYdtS/oCG3E1Cr9tFTEmgtUAVP4DWtpQ0rsJVpQOzSVGyzzDgEgKrj0VHmQnG2DuQGEdqj1ozb2owHCxOFRjk2uydHKrGgOgYwhkj78DIFCT26Q3lJHSSn0PlDLEtfa8XHFkML6PK7WA05G4iep0WIkoaHQ+1LI10ffcR4gW0aiXRUeYSyz9DG2b4Ytuio8yE2NZ7UDlDZ7h2kYxX8vAzmJgCY4TK+Udqri3Eesfgqio6ylyyn+8ibYiBGS2io8yEwLASpXJMBxg39XIzmkRDPMk1eQYFdKwh0TGE869plQHlIxoANQmm0g4SUhhut1t0lJnAJAmn8hJcdeqfnITUwacwMJVu7i94OeRul262JsFV20PauAzovJpxxOZwIyWFYS5R29IklI+0WQ/eVapqHOHBh3CxJrIJqjQbN845wt0jVBy0lnwktnYfTW6GkqEHUTc1qsCATBUY5Br6/R58vALFEREdRbjoxjvocRn9DPVPToK/tU/l/K8omJcQ653Q06IJqAxv7n1rVPEzEhi2NlRPacjduCkqR7R3ghoNKf6Kgm0DgRYd0k5CP/0UfS4jtklblkbcw3WyuQM6pB23YrGIKAoYLN4XHWVmGAwGJI3LsJ1T29JNqS8rMOgAg1xi56N/iWrq6xs2SplTyIyDuaMCUs0Wg8mMpGEJ9sqO6Chzp9+uI6xk0abVW1/RtK/AwdrIJugGf9z6mafociNi69SrOxJd2kSN28CpbWnskskz+FkVCD4QHWWmdH33EFGzaDWqoqPMHVtlBwk5DpOZyvlHosPZUu0kbVsat9GcB3uMDswuOndsItw9Eh3jzqIZGOTN/vl/i6XD//NrHz7PngAALP6lKQeaTRXHJkKdQ9Ex5k76QJvOb6Jy/q/gCysAgPw+PS0aN1tlV7u5N5lER5kZkiwhaVyBk4bcjV1uXxtU6Vqmm/uLzNHHkBhHco+qfsYt2D5C2b4hOsZMcS74kMUijEVqWxq30cDx0NZPCU4yW9TF+/Cihko+JTrKnaQqA+0PdIBBLqMwIwwYfO3jzcIpAMAVoAMMABgsPkAQZZQKWdFR5spo9RaV83+V1b8CAGjTkLuxC3WOUHbQzf2rzl1biNKQu7EbvYYjwyfARLM4HHJXPabZUuNUOy8ihAL6fqpqfFXOugZfk2ZgjJuUf4YGbFgIr4mOMlPsca3KM02bSG5kNMRTohkY5DKKZISB97/28X4lCQDwRmg2AQDY4u8AADL7tPZtnAaZp2hxM5Y2qLz6IpPFhjQLwEhD7saqVsljEWUM/NSr+yoeeAAnWihlqOR1nAzFHZThhtVDA7EviqzeR4uboVDb0lild7V7FGvsHcFJZk/bew8xJYluty06ylxx1/eRNq0AjImOMlPCm9ohbSNBGwxvQhlQBQZ5A0UyQebK1/9GLYUWN8Pl9k4/1AwKD0vjGqf0RHyc7Oe7ODMsw2w0io4yc/KWdfjpadFYpXc/BgDY4jT/4lWuJa3FIUttS2PlbR4gR0OKv0aWZSSNy3BQ29JYVU+1N0vB4Zsn8iVj+DGMTEFyj+7jxkVRVMT7J6i5aUX0q/zBGMpwghXoQdRNqEoPAMCoAoNchksGGPH1CgxTM4uCvAhGa98AAL7gEipwQirQ06Kx4XxYzk+rty7T8t5DVEmh16GnReNSGx5ABjepV/dV0S3tDU8rQTf349Lu9rGsnKG9QDf3lzl3biLaPQI4Fx1lbrDcM9S4HaEYHZq9yremrZUtU9vS2KTODuBmTbDgQ9FRZg6TJKRNa1io0TD2m1CHFRh0gEEupUqmS2dgOLpZ1IwBAYlmk3YhWoW7Rk+LxqVRSsGDGhQq57+UMfwIBqYidUDlh+PC8s9QhR2hyIroKDPH6w8gCz8MNORubE4PnsHGujDSkOJLqYsP4EENxVxCdJS54artIWlapYdPl4huvIMelzHIPBUdZW7kh2tp3TSk+FIN9yai/VNw9ZJKd/JGynCIJ83AIJdSJdOlFRieQQFtK/XsXlR3byPeP6EL0Zik90bl/NSrexn/cLBp+YieFo2Lq7aPpJFu7l8na1mDp0FtS+NSGr52vavvCk4ymxxL2rU/S0PuxoKrKqL9Y9RcVNV4GaPJjKQhDltlR3SUudFJaWtpI1vUsnQZFngAO+sgc0a/V69LVUZrVPXRYk53pdfEZROM/KsVGP1eFz5+DsUZEZRqRgUfwsa6yJ7uik4yF+pnWql6iHp1LxXbeIQeN9DTojHRbu5PUHdtiY4ys5oL24gOElD6PdFR5kI//RQqZwht0paly7ycLUVD7saikDqAE21wKud/rbJ9E6EODSoeF1NpBznmh83tFx1lJrlXtMqUUaUKubrRGlVqISGX4tLX16gWMyeQGIfsjooJNaNGF6LCAW0iGQcp/xx57kEkEhMdZSYZTWacGZZgO6cDs3HIJw/gQBsI0sab1zGEHsLEFKQPaQ7GOFjPd5GVw5DNdtFRZpIvEEURC5BpyN1YjAbwjgbykq8b+O8jiBKq5bzoKHPB39xH3kLzVl5nNFuqPaxUIVen0hpV8kayCaZXDjCq2VMAgMW3JCLRzIpuvQ+VM7RT9ER8HNy1PaTMq2C0euu1yvYNBNv0tGgccqOb+2Uq538d76pWKVCktqWxCLYPUbLTzf2bZMxr8NRpttQ4tIcDeGPbHwhOMrtGLavJXXoQdVudTgcxJYm2l4YUv47T7UUGizAWqW3puqgCg7wRl00wvnKA0ShqBxjO4LKISDPL5VpAmgVhKtET8dviygDRwRmV87/FwH8fAZRQq9DTottqJbUnINEt2kDyOvHtJ+hzGX16WnRrhfI54jyDPg0pfqPGwjZigzMog68PEyfXYyy+QBoBuD1e0VFmVmi4gap+Sm1Lt5XY/xwmpsAQobXkb5K3rsHbPBQd484ZzcCQZJqBQS5jMMPA1K/cPAwqSQCAL7ImKtXM0i5ENIzntopnOzCjD4l6dd/IFtduDNL0tOjWjKUXyGCRbu7fwGKxIiHHYKEhd7eW3P8UMuOwxmhI8ZvIoYewsD7SR1TZeFve5gFyVrpve5PFyAqqsIPln4uOcudVjrWqRv8aVTW+SduzjZiSQK/bFR3lTuGjLSSSLDjJdNABxnXJJgBAv9f58mPVFJrcAqfLIyjU7Gp7thBVUuh326Kj3Gn54RwR9wrd3L9JYEPrn6yd0kyC2/I2DpCzUjn/25Rs6whQ29Kt1U4/BQAEN2hI8Zt4hhtaiofUtnQb/V4HUSWF1gKV878JkySkTGtw16ht6bYGmWfocxmRdbqPe5PRbKnUIVU2Xge1kJA3YgbtAKPb/fIAw9zKoCgv0qrBSxgjj2BgKjI05O5W2qmnUDhDfIum879JOLqKGrcD+Weio9xp/Z7Wq9vy0M392/R89xDiBbRqZdFR7rbcc3RhhDd+T3SSmRbbfA8KZ+imqQLjNlIHn8HIFBgjj0RHmXl11yZi/ROoiio6yp1mq+wiaYjDYLKIjjLTvMMKleLRp4KT3C0vKzAM1EJCLsGGFRiDCxUYzk4GVVNQVKSZ5h1uIinRhehWTKUdJFkYC2636CgzjUkSkqZVuGr7oqPcaamDz7Wb+zC1LL2NOaq1LaX2qG3pNly1faSNy4BOyl9vymp3ICVFYCnTJpLbKB1pMx28q1TO/zYs9AgO1kY2Qb9XbyPYOUTZviE6xsyLbTzBgEsYZOiQ9jq4SjMwyBswgxnAV1tIFpUs2nZabXmZ2MY76HEZ/Qw9Eb8NX/MAeSrnv5KaaxOR/gm4Sk+Lbmp04DjaskFeL7A+bFs6oSF3N6WqHNHeMarOTdFR7oSCbR2LLRpydxv99BfocRnxTRqo+Dbu4YOo3D4d0t5UtVxEGEX0fTSk+G1MFitSchSWCi0AuI5RC4lsoBYScolRC4nS14bLVCtFuNEEX6ANJJexWCxI0pC7Wxl0mggrGXQ8tIHkSoIP4EIL+RTd4N/U6OY+tkm9um8TXdlCnVuh5uiQ9qaSqSQCrAIEHoiOcid0ffcRVnNoNaqio9xZ1soeUnIMZrNVdJSZN9pE1UlSK/BNpYeHP6NB4+TNSrY1LNJsqWt52UJCMzDIZSSjVoEx6GkHGIUz7YTQ5F8VlmnW0ZC720kffAqJcerVvSLncG99bv8TwUnuLmtlF0k5BrOZenXfRpYlJIwrcFZpyN1NZQ+016pjiQ7MrsISfQyJcST3aJDnTQU6hyjaqarxKhwuD9IsCGOZHkTdVG24hjawSWvJr6Lnu4+ImkOjToe0V6aOKjCohYRc3Se1zgAAIABJREFUQhq1kAy3atSz2opQZ5j62l5nNOSuXa+IjnInjcr5fWtUzn8Vse0PAACtJPVP3lSwc4QS9epeWdW5iUjvGOBcdJQ7qZXQnuxGtujm/ioWh5taqsd0gHETjVoZYV7AwEsDY68qb12Hv3kgOsbdlXuGGmwIRmlt71VYoo/okPaaVFUBQBUY5DUMFicAoN9pAAC6hWMAQCBO5f2vY4lqlQNpuhDdiJJ5ig43YmmDBipehdvrRxZ+GIs05O4mGtUyQrxAvbrXoAYewoUmyplj0VHuJEPpBapwwOajWVJXEVm5hyY3Q809Fx3lTkrtaRU/lhiV819Vx7uNmJJCp90SHeVOctf2kDKu0rbCKxrNlqrSbKmrezkDwyQ4yHTQK+maTDbtAKPX1Mqa2PkpatwGl2dRZKyZtriuVQ5U6EJ0I5bzPZzJSzCb9HFRGoesZQ2eJk1Mv4nkrtara6Wb+ysbtT5kacjdjXgbB8ha1gHGREe5E2RZRtK4AkeVhtzdxGjgbmCdqhqvyhh5BANTkdynjXLXxVUVkf4Jqi4aUnxVoeVttLmJZktdA1dpBsbXMMZ+iTG2yxg7YIz97Uv+/q8yxgqMsU+H//sPxh91Nljs2hrLQbum/XUziYIhRKeqbxBd2UaTW8DpQnQjoc4hyg4q57+OtmcLsUHi5awacnWjXt3g5vuCk9wdkS3te9VMfCE4yd3T7fexNDhFc4GqGK/j3LmJaPeI2pZuQM09R5NbEF6mn7mr8q9p7V2VIzrAuK5C6ggutIAAVdFelWQwIGVcgr1KD6KuajTE00AzMDSMMRnAbwP4DoAHAP4WY+yyUeH/kHP+7vB//8uYc84Ms0M7wFA6dQDAQjeNmiUiMtLMk2UZCeMy7DTk7toalTz8vIKBj3p1r0MOPYKJKUgd0aHZteWeoc6tCMfp0Oyq/P4gsvBBLlBJ/3WdHe7CwTqQQzSk+DrUxQdYQB2lbEJ0lDvHUd1D0rgMSZZFR7kzousP0eVGDLJ0SHtdoyHFThpSfC3njk2Eu0fgdEh7NaMKDDrAeOkbAA4450ec8x6A3wXw1ycba3ZZHQsAALVTB1dVBJUcuo644FSz79yxgXCXhtxdV3qPyvlvwrv6LgCgdERzV67LUdtDyrRCVWXXwBhDxrwGT4OG3F1X8Ui7ufcMX7PkakZvhjLUtnQ9nCPaO8a5k8r5r8NgNCFpiMN+Tg+irqs1rMyLbdOQ4utQF+9jEeco5tOio9wN6qgCQx8tJFf5KqMALh7xJwH8zCWf928zxr4FYA/Af8o5/9pjAcbYrwH4NQAIBoP48MMPrx1YNFUZ4BcAVHIJ/LM/+H/wHdZHYWC7k1/LNNVYAD+LGv75P/l9mBwe0XHujNbTf4EtAOk6Q51+xl6r0Wh85TXY7/ewwiUUXvw5PrTRqryr4qqK97tH+MT6TWTp5+1aOnIYDzuf4E/++F+Ayfp4AvImr74mX6f2/F8BAA5zLRzRz9yVdRoqHgE4/cn/h6JKv1OvqlMv45dQR54t6u6+7aqvydeR5Bjutb/Q3ffttgzJT5DlXux8ThWh11HvOwAAf/5P/294Vp4ITjM5t31djrSKBQDAv/7hj2DQwSDPqxxgXDZV69XH6P8YwD/gnHcZY/8RgP8dwC987R/i/HcA/A4AfPDBB/zb3/729dLOiPafmuCxGbAQ0tpJlh7+DJ7c0a9lWj5l58Cf/G+Ie2Tc/ze/LTrOnfHx0/8VVW7HX/3lvwFJpifir/Phhx/i1evJyQ8iCCpZvEuvzSvLJ4/g/tMWrCs/jZ+l79u1/KDyDKbPvo/tuO/lTAw9u+w1eZkf/fjvISsF8PN/6a9MPtScKXzsQZDn8QG9Vq/s6Z/9IwDAynu/gMc/922xYabsqq/J1/lh8kMEDv4Uxkf34PGHxhdszh392X+CnHX9Vt97PSpnV4H/6XsImpr45hx/7277uhz5wfE/BarAz3/7FyDroArjKu+IkgAu9kjEAHylnodzXuKcj6bl/X0Ac10n1YIFrNdAI3sIAFiIUCni24SHN/SNs88FJ7lbXNU9JE2rdHhxA0XbBhbbh6Jj3CmjLRrO5fl92jEpnhWtBaJwSG1L1xFoH6Jgo3krN5Exr8FTpyF319E404YUh7fm+jZ1IuzDVtbU7seCk9wdSr+H2CCB5sK26Ch3jje4hCocYIUXoqPcDaMZGDpp/73KV/kRgE3G2CpjzATgVwB8/+InMMbCF/7yuwDm+qetyWww9Ovol44BAMElmmT9NoFQHGW46EJ0DaPVWzUX/XzdRM97D1GeQ7tRFR3lzmgltANG6tW9vvjWu+hzGb00Dbm7qlqjgbiaQtdLQ4pvormwhdjgDMqgLzrKnSEXdlCCG74ADV+/rvD2BwDoQdR1pI6ewsQGMIRoA8m1MYa0aRULdEh7NeoAfS7rZn7ZW79KzvkAwK8D+CNoBxO/xzl/xhj7HmPsu8NP+w3G2DPG2GcAfgPAr04q8Cw4lzywdfIwlXaQxSIsNofoSDOPMYaUaRVuuhBdWSl9CAfa4IHLlv6Qt7FEta0Gyb1PBCe5OwzFF8jDC7c3IDrKnWO325GQorCUd0RHuTOS+5/CwNSXr1VyPVL4EcysjzRtW7oyd2MfadMqGLusO5q8iS8YRwVOSHn6ebuq4nDtLA0pvpmGexOx/glURRUdZfapAyhXqkuYD1f6Sjnnf8g53+Kcr3POf2v4sd/knH9/+Of/inP+kHP+hHP+85zzub6Dqxl8WOjnEW08Q8pBp6pXVXdtIto/AVcV0VHuhMy+9sbbRau3bsS//h4A4PzkM8FJ7g5P8wAZCw09vamCbR2LLWpbuqrKsfba9K3RzJCbGLUtFalt6UpURUGsf4qmm6oab4JJEtL0IOpaeqkvMOAS4lvUlnkTLPgQTtZG6ox+5t6GqQoU6Gc1tH6OasaoafQjjAJCKKAfplLrq2KBB7Chi2KSVg1exWj1VpTK+W8kunofTW6GmqWnRVcx6HURHyTQWqCb+5vqee8hxPPoNCqio9wJavYZ+lxGaJUeBNxEfOs9DLiEbopK+q8ie7oLG+uCUTn/jTUWtodPxOlB1FVYyrtISRFYrHbRUe6k0QO8/OGngpPcAeoACqMDDPIGXeuX5dULW98UmORucQ0HA+YOqKT/KgzFF8jAD4/XLzrKnSTLMpLGZTiqtLf+Kr7s1aVy/psyR4dD7qht6Uoc1T0kjUtgOlj5NglWm117c1TeFR3lThjde7iXqarxpqTgQ9hZF+mTuS60HpvF9iGKtMr9xkYP8NpJmi31NoxTBQZ5C+PKN9HjBnS5ESuP/g3Rce6MyKZW0t+iC9GVeJsHyFnWRMe4084dGwh3j0THuBOKR1oZumeNenVvanHYtlQ9pralt+GcI9w9wrmDNpDcRoG2LV1ZN6Xde8S2qWXpptzDtqX8AbUtvU2nWUNYzaHroyHFN2V3+5BnPphKdGD2VjQDg7yN1eFB5t/9Y9T/40+oLOwaPF4f0liEoUhPi95m0OsiOkigRau3bkVdfAAvaqjkU6KjzLx++ikGXEJskw4wbiq2uo0Gt0LNUdvS2xQLOYRQguKnIcW30fPdQ5RnadvSFRhLO0ixIBzOBdFR7qzY9ntQOXt5GEReL7n7E0iMwxyhqsbbyFnW4G1S6/nbMHVAFRjk7Za334U/tCQ6xp2jXYhoGM/bpI+ewsQUyGH6xXcb9rhWKpze+wvBSWafpbyLlByBxWoTHeXOMhpknBmW4ajSIe3bjNpsbEuPBSe52ywx7fuX3KVr3Nv4WofIW6mq8TZsjgVkpCBMpeeio8y8yok2t2E0UJzcTNuzjbiSRLfXFR1lpjGu0AwMQialtbCF6CAJpU8XojcZTZX3rdLk6tsID9uWmmdU0v82gfYhijYq57+tc+cmwt1jgHPRUWZa40wbPBneoCHFt7G4rrVDVGnb0ht1Oy3ElBTaHirnv608bVu6EjX7DG1uQmyNqsxuwxh+CDPr4+zgqegoM41xBSpVYBAyGXL4EYxMQeaILkRv0k9/MSznpwOM2/CH4ijDBVZ4ITrKTGvWKojwHHrUq3tryuIDuNFALX8mOspMkwrPUYcNnvCq6Ch3WmRlG01ugULblt4odfAFDEyFKUwbSG6r472PqJpGu9kQHWWm2at7SBiWIcv6eVM5Cd5V7UFU+Zg2kbwJoy0khEyOZ0V7Q148ogvRm5gre0jKUSrnvyXGGFKmNdpb/xbJYTn/aIsGuTn70qht6WPBSWbbQn0fadMawJjoKHeaLMtIGFfgrFHb0ptUjodVjWtUzn9blsgjyIwjuU+DPN8k3D3GuXNTdIw7L7LxDhTO0E/TIe2bUAUGIRMU33wHAy6hl6YKjDehcv7xabg3Eeufgqu0t/51RuXnwQ2azn9bkS2tJaKZ+FxwktmlKCpi/RPU3Vuio8yFc+cmIt0jalt6g37mGXpcRnSdDmlvazTToUJPxF+rUkjDh3OofqpqvC2jxY6MHIGlTJtI3oRxBSpVYBAyGTabHQkpSheiN2jVh+X8XtpAMg4s+AA21kX2lJ5Qvg7PPUOLmxFepp+52woGQsjBC4nall4rdbYPF2uBBak3fBz44gMsoIFSltqWXsda2UVSjsNkNouOcudF1h6hw43UtvQGqeHgcNtwkDi5naJ9HYHOkegYM4erCriqAgAkPqADDEImqWhbh79FF6LXSe5pTzVG0+XJ7biHbUv5g08EJ5ldjuoeEsYVSNSre2uMMaRNa1igtqXXKhxopefuZVrZOw6OZe0al6FtS68VbB+hbF8XHWMuyAYDEsZlOM7pQdTrjIYUjyryyO30vfcQU7Oo1mhd9Ei300LleyvY/e+/CYBaSAiZuK53GxGeRbdFF6LLVIertwLrVM4/DtEt7fvYTlHb0mW4qiLSO0aVenXHprGwhWj/DHzQEx1lJnWSXwAAItt0jRsHalt6s3q1jBAK6FM5/9icO4bblsilpPxzVOCELxgTHWUuWGKPITGO5B7NXRkpZc7gRQ33+lq1p0QtJIRMljnyCACQ2qP+ycuouWdocjMiK1TOPw4ulwcpFoSpRE+LLlPKJuBBHWqAyvnHRQo+hIkNkDuhEuvLGMsvkGN+2Fw+0VHmgm8xhDy8MBSei44yk1K7WvWdNUrl/OOiLD6AH+co5ZKio8wkV/0AadMqmERvs8ZhcTh3hdZFf6leSr/8c7/XpQMMQibNv66VDZ/ThehSjvM9pIzLVM4/RnnLGnzNA9ExZlJmXys7dy5ROf+4LKxo38vCIT0tuoyveYi8hcr5xyljXoWnQW1Ll6meavcagQ3aQDIujiVqW3odVVEQ75+gQUOKxya4fB9tbgLP0UOBkfZ57uWf6+dFOsAgZNJiaw/Q5iYaAPUa4R6t3hq3luceokoK/W5bdJSZ00xoN/fRberVHZf49rsYcAldalv6mk6ng7iSQJuGFI9Vc+EeooMElEFfdJTZk3+OJrcgFKffq+MSHrZm1s+obelVmdN92FkHEg0pHhsmG5AyLsNRpUPakX4t//LPzWoREh+AM4PARNNFBxhk6owGAxKGJdjO90RHmTnFbAJe1KAu3hcdZa6YIo9gYCpSB3Sz9Sq58AJ5eLHgD4mOMjdcDgfOpCjMJdpE8qrkwecwMQXG8CPRUeaKHHoIM+sjc0QPBl715ZBiuuUdF18wjhLckKlt6Wvyh1rLkms4QJyMx7lzE5HeETitiwYADOpfHmC0qiWqwCBkGsr2DYRoJdLXZPa0X3wOWr01Vt5V7UaifEQl/a/yNvaRtayJjjF3CtZ1LLaobelV5WNt9pF3jVqWxskz/H4WDqik/yIaUjw5GfMatS1dYjSkOLZFQ4rHiS/exyLOUcin3/7JetA5f/nHbr0MiSvgdIBByGQN/Pfhwzka5YzoKDOlMZwiH6bVW2MV23iMHpfRz1BJ/0WDfg/xwRlaC1TOP24d7z2EeB69Jm1buqifeYo+lxHZoKeT4xTffA8DLqGXpmvcRaWcNqSYB6iqcdwa7i3E+qdQBgPRUWaKsbyDDFuE3eUVHWWu2IcP9mjuikbqt17+udcsQ4ICLtEBBiETZYs9BgCk9+mJ+EVy4TlKcNPqrTEzmy1IyHFYK9S2dFHq8AuY2AAylfOP3WjbUoaucV9hr+wiJUdhNFlER5krVpsNSTkKS5m2LV2U2aeqxkmRwo9gZT2kjqmN5CJv8xB5Kw0pHrfR3JUmzV0BAEj9JgZcexuvdpuQqQKDkMkLbmoXotopbSK5aKFxgIx5VXSMuVSybyDYORQdY6YUh1syvGtU6jpu/uHat8oJHWBcFGwfoOSgcv5JKNg2sNima9xFzWFVY4TK+cfOO9y2VBzOfCBAp9NGXEmi47knOsrc8QTiOIcTUoFmSwGAPGihwtwAALXXggyFhngSMmnhyDLOuQPI04VoRFEUxPqntHprQga+ewjyIhrVkugoM6Of/gIDLiG2SU8nx21p7R4a3AIlQ0MVR6rnJYRRRN9H0/knoee9hwjPoV0/f/sn64RU2EERC/AGoqKjzJ3Y9ntQOaNtSxck9j+HkSkwRh6KjjJ/GEPavIYFmrsCADAoLdTkBQAA77Vg4H2oklFwqumhAwwihCRLSJpW4KzRhWgkfbIDG+tCDtIvvkmwDNuWUrvUPzliqewiKcdgtthER5k7JqMBZ4Zl2M93RUeZGendjwEA1vhjwUnmkyU6vMZRj/hLnsY+suYV0THmksXmREoKw0xtSy+NhhT7aUjxRDTcW4j3T6AoiugowhmVNtoGN1TOwPptrQJDNomONTV0gEGEqTm3EO2dALQSCQBQONDKMBdo9dZEBDdGbUvUPzkSaB+iZN8QHWNuVRybCHeP6Bo3VD/Vbu4Dmx8ITjKfApva8OfzE2rNBAD1ZVUjDSmelIJtAwHatvTSIPNMG1K8TlWNkyAFH8LOukif0jwzk9pGX7ahAxPQb8GIAThVYBAyeTxwHw60UM7QOlUA6KSGq7e2qVd3EsLxDdS5FTxHJf0AUK+WEeF59Pw0nX9SlMX7cKOBRjEhOspsyD1DjdsRitKcn0mILG+hwa1Qs3SNA4D08QtYWQ9SiKoaJ6Xnu4eImkWrQduWAMA2HFJsoCHFE+EePuDLH9DcFbPahmKwoc0sYIM2DHwASDQDg5CJG00Fz+3RhQgATOVdpFgQVodbdJS5JMkSksYVOGt0cg982UpjjdGTokmxxbSbLVr7pnHV9pEwrYJJdOsxCbIsIWFchqNK1zgAKBxpFT9U1Tg5pug7kBhHYu9T0VFmQrBzhLKDqhonJbqlDcfuDh/46ZmFd6AYbOgyM6RBGwYMqIWEkGmIjlYiJelCBAD+5gEKtHproqrOLUR7x1TSD6B6ot1wjlpryPiN1r7Vz6ikn6sKYv1jVF1Uzj9JVecmoj1qWwIuVDUO3/SQ8QsMty1Vj2nb0nmliAjy6PtpSPGk2JweZFgAphLNXbHxNlSjHT1mhjxow8QUgA4wCJk8n38RWfggFWkTSafdQkxNo+Ol1VuTxAP34UITpcyp6Cji5Z+jxm0Ixelp0aREwhHkuAcSbVtCPrEPB9pgNKR4opTFh3CjgXKWrnHm0gukWBA2qmqcmMjqfbS4mdqWACSpqnEqctZ1+HU+d0VVFFjQA4w29CULTIO69jdkaiEhZOIYY8iY1+Bp6PtCBACJvc9gYCrMkUeio8w1x5J2Y5HZp5J+V3UXKSrnnyg2XPvmrtO2pdzwNedeoen8k+RcGrYt0TUOi8195G2bomPMNUmWkaS2JQBAY1jVGNqiIcWT1PFsI6ak0O20REcRptNuQGIczGRHX7LArDQAAIwqMAiZjqZ7E9H+GbjSFx1FqPKw/NK3TqWukxTZ0qb0txL63kTCVRXR/jFqLrq5n7S6awuRAV3j2kntNRe7Ry1LkxS9p13jGmf6vsa1m3VE1Qw6XhpSPGnnzk1Ee4fgqio6ilAs/wxV2LEYoSHFk2SIvAMDU5HS8dyVVqMGAGBmBwaSBdbhAQa1kBAyJXLoIUxsgOyxvssPlewz9LiM6BpVYEySbzGEPLyQdd62lE8ewoUWeJB+3iaNhR7CjD6Kp/r+mTMWXyDJQnC5PKKjzDWfP4gcvDAUnouOIlRi9y8gMQ5zjAZ4ThoPPIAHdZRySdFRhHLX9pA0rVFV44T51rVD8MqxfhcAdFvagYVktmMgW2HjTQAAk2mNKiFT4VnVbi5yB/oeAGU730PKEIds1M/pqSgZ8yoW6vpuW8oeaOXlC8t0cz9pruH3OH+o35stAPC3DpC30ryVachY1uFp6Ltt6fxIe70FN6mcf9Lsw7altI63LXFVQbx/jLqbhhRPWmz9EdrcBCWt3wUA3ZZWgSFbHFAMFjhGBxgG/byHoAMMItTS1rtQOEMn9VR0FKFCnSNU7HRzPw2thS3EBmdQBvot6W8PW2gi2z8lOMn8W9p6FwMu6XrtW6dVR1RJo0tDiqei6d5GbJCA0u+JjiIMzz5Fk1sQXt4SHWXuRYczH1oJ/W5bypzsws46AA0pnjij0YgzwzLs5/rdRNJra0M7DWYHVINV20ACmoFByNTY7E6kpAjMZf1eiCrFHEIoor9Iv/imwRB+BDPrI3mo37YlQ3EHGSzCteATHWXuedwuJFgYJh23LSV2fwKZcZhjj0VH0YVRa2ZGx62ZzuouEqY1SLIsOsrc8yyGUcQCpIJ+r3H5g9GQYppjNg3nzi1Eu4e6XRfdHx5gGG1OcIP15ceZgVpICJmaon0d/taR6BjCpHY/AgDY4lTOPw3eNW0LQuFAv+Wu/uY+clTOPzU564au176dD4cUBzao4mcaPKvaNa54qM9rHFdVxPpHqLqo+mJaMuY1eHXcttRNfg6VM8Tv0TVuGtTAIyygjlL2THQUIfptbQaGyfrVAwyJWkgImZ6+9x6iagaNelV0FCEaZ1rZZZhWb01FbOs9DLiEfkqfU/p73Q6iSgptL/XqTkvHu42QmsOgpc9r3CD7DC1uRmSFNkJMw9LWu+hzGV2dtmZmE/twoQXQkOKpaS5sIz44w0CnbUum0gskpTAcDpfoKLrgHK7jTg8fAOqN2h0eYNicYEbby49LBrOoSFNHBxhEOEv8CSTGkdj9WHQUIeT8M5Thgi8UFx1FF8wWOxJyHNaKPstdk/ufwcgUGCNUzj8to+915kCfa98c57tIGpchGQyio+iC1WZDUo7CotPWzNxwmKR7lcr5p0UetmamjvTZthRo7aNgo6rGaYnf0x74Nc/0+TtV6WgHGFabCzBdOMCgLSSETE9w66cBANUjfW4i8dR3kTSt0+qtKSo7thBu67Okvzyczr+4Rjf30+Ifti1VjvV3s8VVFbHeIapOKuefpqJtHYH2oegYQrSTWlVj7B5VNU7Ll21L+ruPazXOEeVZdH0PREfRDbc3gAz8MBb1uS6a97StIxaHC9LFAwwdbTKkd0xEuGB8EzXYgJz+pvQrgz7i/VM0PDSdf5oGiw8RRAmVYlZ0lKnrZ56ixw2IbFAFxrQsr99Hk5uhZPRX0p/LnMGDOhCkm/tp6nrvI8zzaNcroqNMnbn0HEkWgsO5IDqKbsS23oPCGXo6XG15tqNV/Fji7whOoi9Z6yZ8jT3RMYQYHWBYbc6vHGDIRmohIWRqmCQhaVrHQnVXdJSpSx0+hZn1IYepV3ea7Mta9UFq58eCk0yfvbKLhGEJRh2d1ItmMRlxKi/Ddq6/a1x2T2sNdC5Txc80WYYbX1J7+hvkudg8QN62KTqGrlisdt22LdWGQ4pDm1TxM00d7z3ElBQ67aboKFPHek20uQmywQDJbH/5cWohIWTKau57WOofQVUU0VGmqnig3dz71mhy9TRFtrUbjcap/kr6Q51DlB10cz9tZccGgp0j3a19aya0YblRms4/VYH19wEA5yefCU4yXa1GFVE1g66PBsZOW0mnbUs89wx1bkV4iX6vTpMp+gQGpiKx+4noKFPH+k20mQUAYDBTBQYhwkjhx7CxLtLH+upn66U+R4/LiG+/KzqKrniDMRSxADmvr5L+SiGDAMpQFunmftoU/wMsoI5mKSk6ylQZCs9RgBdOT1B0FF2Jrmyhzq1Qs/oaqpjY+QtIjMMSo7Xk09b13UeU59Co6attyVXdRdK0RnPMpiywOTykPdLfAYY0aKEzOsCwfFmBYdVR2xy92shM8KxpF6LCvr42kdjKL5CU4zCbrW//ZDJWacsmvHV99U+OWmbsy+8LTqI/jiWtPzq9p69r3GJzD1krTeefNlmWkDSuwKWz1szqiVbOH6Ry/qmzRLW2peSeft5QqoqKWO8INTetJZ+2yOrD4Wwp/c1dkQdtdJn2vsHq8r38uP3Cn+cdHWCQmRDffh8DLqGb0le5a6hziBJN5xei5b2PuHKGXrcjOsrUNE+1m/vo9k8LTqI/0W2thaJ68rngJNPTaTcRV5JoeWmApwjnzi1Eese6alvi2adocCtCS/R7ddqCm6NrnH7u4zJn+3CyNljwoegouiMbDEgaV+Gs6m/uikFpoSdpFRjOhcDLjzvcXlGRpo4OMMhMsFjtSMhxWEv6aSEpvyznp5t7EYyRd2BiChJ7+pmDYcg/RQ4+eAMR0VF0JxiKogAPWF4/17jE7icwMgWmGLXIiaAGHsCFJsrZE9FRpsZV3UXCtApJptvbaQstbaHJLUBWP62ZueEcM/cqDSkW4dy9jXjvEFxVRUeZKpPSRl/WKjBcvi/bMw06Gs5OV3gyMwqOLYQ6B6JjTE1q5yMAgGOJfvGJ4N/QnhaVDvUzpd/X2EXGSoPGRGCMIWNew0J9X3SUqakMe5P9VM4vhHNJmwOR0ckmEq6OyvlpLbkIkiwjaVyBo6af1szOcEhxnIYUixF8DBdayCb08Xu106oDAIxqG31ZG95pMltERhKGDjDIzOj7HyDIS6iXs6KjTMVoA8ZoIwaZrtgcvZofAAAgAElEQVTGY3S4UTf9k51WAzEliTaV8wvTWthCbHCGQb8nOspU8MznaHILoqv0MydCZEubddNK6KNtaVTOjyCtJRel6tpEtHesmyfiptILpFgINod+hifOklHlS04Hh7Q//D9+E5a/E8Ozf/2HMKttKAbb2/+hOUYHGGRm2IeVCKPKhHknFZ6hiAV4gzHRUXRJNhiRMK7Aef5CdJSpSO59AgNTYYpTOb8oxsgjmFkfiUN9bIZwnb/AqXENkiyLjqJL/sUgsvBDLuijbSm3p907uFfpGicKDzzEAhooZE5FR5mKQGsfBRsNKRYlfu8DqJyhnZj/VuDFk+8DAGov/hg23oJitL/ln5hvdIBBZkb0njZYsDacIj7vfI09ZCzromPoWsW5jWhXH/2TlWGrTHCTBniK4lvXyowLB/P/tIirCuL9I1SpnF+ojGUNnoY+WjM7qS+gcoY4VTUK4xi2LWV18ES8XjtHTM2g66O15KLYnQtISWGY53x+HldVBAdadbqt8BncvA7V+uXGkZ9887fx2bd+R1Q8Ia50gMEY+yXG2C5j7IAx9rff8Hn/DmOMM8botwe5tsVQDHl4IeXmfwBUt9vB0uAMLQ/94hOJBx/Bg7ounhbx7BeocysiK7TuTZTo5rvocxkDHWxb6lazcKANHnosOoqutdzbiA7OoOigbclcfI6UFIbd6RYdRbdiw21LzeT8ty2ldj+GxDjMcVpLLlLevolAa75nYBSzZ3CwNgBgtfMMMuNgti8PMN77S/8+nvzC3xQVT4i3HmAwxmQAvw3gOwAeAPhbjLGvNbQyxpwAfgPAj8YdkuhHxroBb33+99af7X0GExvAGH1HdBRdcw37JzO7PxacZPJc5y+QMK1TOb9ARrMVCcMSHOX5byHpF48AAJ41Gm4nkhx+CBNTkD6c/zeUgdYe8lTOL5TbF0QeXhh10LZUPR5WNdJacqF6/geI8Szq1bLoKBNTK6YBAMfSMlxoAQAMzkWRkYS7SgXGNwAccM6POOc9AL8L4K9f8nn/HYC/A6AzxnxEZzreB4grCXTaLdFRJqpyqPXq+ja+ITiJvsWGNx7ts/l+Iq4qCuI9KuefBWXXfcS6+3PftmSqHWHAJSzfpwMMkfwb2tPh/MF8t2bWzkuI8Sz6i1TxI1rWsg5Pc/7blqTMZ6jAiVCMWoFFsg7neqV2PhacZHJa5zkAQGHhy4eeZndAVJyZcJUDjCiAxIW/Tg4/9hJj7D0Acc75H4wxG9Ehc+wJjEzB6c4noqNMlJr+DC1uRmyDbrZEci74kGZBGIvz/UQ8e/ICdtaBFKaKH9HU4GN4UUM+cyI6ykT52ic4k+Ow2Ryio+ja0uYT9LiMbmq+KzCSz7XiX+syrSUXreXZQnyQQL/XFR1lojy1HSTMm2ASjRMUKbSlPYiqzvH8vG6tAACQ1r718mNWnR9gGK7wOeySj/GXf5MxCcDfA/Crb/0XMfZrAH4NAILBID788MMrhZw1jUbjzmafda22Ge8CePGv/gCZ6kB0nInxFT/HsbSEwp//uegoc+E2r0mrvIRgY2+uX9O1vT/FdwFke9a5/jrvglrfBQD44T/7PbjXf1Zwmsm53z/GnvkRzujnTbioFIc5/9lcv/Ybn/0RHgBIN2RU5vjrvI1p3btWuQ8mNsAf/P4/gCOwMvH/PxGUQQ8/NzjBn1j+Gsr08yYUV1WYuQPtox/eyWvcVV6XjSOtJavIv2wbOc5Wkay8+Z+bZ1c5wEgCiF/46xiA9IW/dgJ4BOBDxhgAhAB8nzH2Xc75V+p5OOe/A+B3AOCDDz7g3/72t2+eXKAPP/wQdzX7rOOqgvrn/zlCPIOfndPvMVcVND88xRe+79DP0Zjc5jX5g6N/gqXTjxH44D3YHPM5/O1H+/8v+lzGX/63/j1YrPpevSVao/YE6t/9bxBk5bm9xlUKaXg+rOAo/gF+bk6/xrvko88eYr3yZ/B861tz+7T4o5/8jyjAg+/88t8QHWVmTeve9XjRCvxf/wNClg4+mNPX/+HnP4CJKfDe/xZ+ek6/xrvk6Y82EFGS2LqD/y2u8rr84cH3oZQYfvE7v4wftf5ryHYPfvEv/5XpBJxRV/lN9hGATcbYKmPMBOBXAHx/9Dc551XOuZ9zvsI5XwHwQwBfO7wg5CqYJCNh3oSnOr8DoLInL7Tp/OEnoqMQAJbYE0iMI7Ezv2vfrOUXSMgxOryYAQ6XB0kpDEtpfrctJV9oQ3GdK1TOPwvU0DvwooZs6lh0lInx13eQtm6KjkEAxLfeQ4cbMUh9KjrKxJQPtGscDfCcDY2F+1jqH2Mwp9uWWLuEGnNCNhjwM3/zv8QHf+0/FB1JuLceYHDOBwB+HcAfAXgB4Pc4588YY99jjH130gGJ/tQ9D7HSP57b/snsjtar61unbcOzIDjsnzw/nt+5K+H2PooOWp86K/L2bQRbe6JjTEzjVHstxR/8jOAkBADca9rvmuzODwUnmYxOq4G4kkDL+1B0FALAYDThzLgKZ2V+Z0up6c/Q5BbE1h6JjkIAGKJPYGF9JA/mc9aPsVtGTZrPCuGbulItIef8DznnW5zzdc75bw0/9puc8+9f8rnfpuoLchuG2Pswsz7Odufz9L6X/BQ9LtN0/hkRXtpEFXYgM5+bSKqFFBZRxmCRbrRmRXfxEcK8gHolLzrKRBjyz5CFD25fSHQUAmDp/k9D5Qyds/kccne28xcwMBXmOFX8zIqK+wGWevvgqiI6ykS4qy9wRmvJZ4ZvQ3sQVdyfz7ef5l4FTZkOMC6az2ZIcqctbmmrRUvDEr15Yys/xZlhGRaLVXQUAoBJEhLmTXhr89m2lNjRVvY6qJx/ZtiXtdWWqRc/EpxkMhabuzgzrIiOQYZsDrfWQjanbUvnw7XkoW2q+JkZkXfhRBvp4xeik4ydMhhgqXeI2sJ90VHIUHzzHXS5EYP0fFZg2AdVdEwe0TFmCh1gkJkTW3+MJreAp+bvaRFXVcQ6Byg56RffLGl4HmK5f4JetyM6ytjVT7Ry/qX7dHM/KyLD/xb14/mbu9Js1BFXkqhYV0RHIRcUHNuIzGnbEs9+jhrsCC9viY5Chrzr2hPx3O78HdImD5/CxrpgkXdFRyFDWtvSChxz2rbkVKvom+kA4yI6wCAzR5JlnJo24J7DQZ651BE8qAHhd0RHIRcY4+/DxAZI7M7fG0pD/ov/v707j4/rqu///zozo32Xte+7bMmyZNmxHTuLszuBJKxhC4RCGyjwaynl228pfOnCt3Sl9EshLVBaSiGElCQlCSFks7N4l2Vb1mbt+2bt+4xm5vz+GIU64MSSPTP33tHn+XjwiK2M7nkDunNHn3PO5zCqUkhMSTc6iliVmpbFCCnYx84ZHcXvelvrsCuNK6HI6CjiIu60baQzweTogNFR/C5ppoW+8JKQPWHFivK27MCl7bj6Q28i6kK7b3VwSqk08DSTqbhysp2daK/X6Ch+5fV4SNBzeKM2GR3FVOTdXpjSbGIF+a5OPG630VH8aqjF10Tt9aZqwhzSVpceT7SfNDiJ/6XPtzIcLQ08zUQpxVBUKSlzrUZH8buZTt8e5LCUYoOTiIvFFvh6LoXatiX3iou8lW7mkyqMjiIuEhERRa+jgNjJ0Nu2tDJwGpd2kFsm2zLNRGdsI4k5xoZC67SluelxHMqLipECxsWkgCFMyZa9nSjlYrAjtBorOvtO49GK/C27jI4iLpJdWMGcjkIPhVbj2JmpCfL0EMupcmSv2SxvqiTHM8jywqzRUfzKNnKWGWKJiJcVP2aSW7EHgIXe0Fpl1t9+lki1giNb3uPMZjK+glxne8jNiMdNNdMbVkBYeITRUcRFEgp9vaWGW0Orf97s5AgAjthUg5OYixQwhCltWm3kOd4WWrNFkRONDNhziIqNNzqKuIjNbqcvopTEENu21Nd0FIDYQjnxxmwi82uxKU1vS2h92No020xfRJks5zeZhOQUBlU64RdCa0Z8fHXVnCznNx+duY0E5hnrbzc6it9or5dcZztT8dLHzGzyKnbh0YqlECvSLkyOAhARLwWMi8knDGFKeaXVLOoI3CHUyFNrTdZSG+Nxm42OIi5hLqmS/JUu3Csuo6P4zXy378N9TsVeg5OIX5e12bdtabozdD5suZYXyXP3MJcsR/aa0Uh0OekLobVtyTN4hiUdTk6J9JUym4Qi30TUcOsxg5P4z3BfOwksQIb8vJlNdGwCffZ8oi+E1krapRnfcetRSbKq8WJSwBCmFBYWRm9YEfEh1FH4wugA6UziSasyOoq4BEfOdiLVCv1toVM0CxtrYESlkpiaZXQU8WvSs4uYJg6GQ2ebXH9rHeHKQ3iurPgxI2dqFdl6lLnpC0ZH8Zu46Wb6wgpxhIUbHUX8moKKa1jRdpwh1MhzpNW3KjipWPqYmdGFhErylltDatvSypzv/TpOChhvIAUMYVpTiZXkuTrwejxGR/GLgWbfgy+hSD7cm1FqmW9G/EJb6Czpz5hvkQaeJqVsNgYiS0kOoUaek6vd+dM37zE4ibiU6HzfHvHXn0VW5/V4yHV1Mp0gy/nNKCo6hj57HtHjoXPakrP/DB6tyN0iW5bMSGftIIk5hntC57nqmfcVMBJSMg1OYi5SwBCmZc+qJhong52h8fBb6pHl/GaWU1LFgo4MmUaeM5Pj5OhhnNLA07SWkivJc/eytLRkdBT/GDrNFHHkFJQZnURcQs5qI8/ZrjqDk/jHYFcj8SyismqMjiLexHjcZrKX20Bro6P4RdSkr49ZZHSc0VHEJaRs3gfAUPNrBifxH9v8KLNEExkda3QUU5EChjCtlNUZ8dEQ2T8ZPX6WPls2MQnJRkcRl2C32+kLLyZhOjQaefY3HwEgpkBW/JhVeN4OIpSbnubQWPWTPNtMvzTwNK2U9BxG2YRtNDQmBUZbfE2KN5Vda3AS8WY8GdUkM8t4CBxtqb1ecpdaGYurNDqKeBP5m2tZ0uG4+0KjSAsQtjTGlE1+b/h18ilDmFZ++XaWdRgrA6GxfzJnsZWxWDmr3sxmEivJc3XicbuNjnLV5rp9D/DcSlnxY1ZZFb7Zoul26xdplxfnyXP3Mr9JevyY2XD0ZtLnQ6NI6x44xZIOJ39zrdFRxJtIKPL1ihhusf573PhQF5uYwZ0hK37MyhEWTk94KYlToVGkBYh2jjMXlmJ0DNORAoYwLUdYOH3hRcSFQCPP8aFuUpliRR58pmbPriFaORlot35jxbCxBoZVKompsm/SrFJySpgiHtuI9Yu0vc0nCFMeovLll0kzc6bXkKeHmJ4YMzrKVUucaqQ3vEQaeJrY60dbLvbWGx3lqg02HQYgsXS3wUnEW5lJ3kaBq50Vl9PoKH4R7x5nOUIKGL9OChjC1KYTt1Lg6sC9smJ0lKsy1OTbjxdfLM3tzCy13PfBZKzN+k3ufA08pbmdmSmbjf6ozaTNWn9GfLrT1+Mna4us+DGz2NWjLfsaDxuc5Oq4V1zkuzqYTpIje80sLi6BPnsukeMNRke5as7ek7i0ncJK+RxnZmF5O4lUK/S2WH8byfLiPGnecVbico2OYjpSwBCm5sjdSaxaove8tRsrLvXUsaLtFFbJg8/Mckq2saTD8Qxae0Z8ZvICOXoEpxzZa3oLKdvI8/SxOD9jdJSroobPMEU8aTnFRkcRbyG3yrdtaaHL2n1X+s7XE6VcOHKkx4/ZTcRtIXvpvOWPtoydaKDXUUhkVLTRUcRbyKy4DoCJtqMGJ7lyWmuO/firNPzrJ3EoL5F5242OZDpSwBCmlrY6mzd+/ojBSa5OzPhZeh0FREsXYVPz7Z8sIXGq0egoV6W/6fUGnnLUm9lF5V+DXWn6mqz7YQtg02wzA1Hl0sDT5OITU+lXWUResPakwMR53/2SvkUaeJqdN7OGFKYZ7u8yOsoV83o85DnbmEyUFT9ml5lf5tuaOXjK6ChX7PyJ59lz/m/YNfkUAFmV1xmcyHzkk4YwteziKmaJRg9ad/+k1+Mlz9nGRIJ0rraCmeRqy++fnFudXc2rlA/3Zpe92mR1psO6M+IL83Pke/pYTJEVP1YwGldJ7mKzpWfE9WA9s8SQXSS/UJpdUpnvPc7KR1sOdp4jjiVUtvT4MTtls9EXtYXUWetORE2dfRqAxogajuY9SLqsbPwNUsAQpqZsdnojykmZsW5H4YGuRuJZQGXLUlcrcORdQ6RasfTRlpGjpxlQmSSmZBgdRVxGamYeI6QQNmrdbUs9jUdwKC/R+bLixwrcmbWkMM2YhY+2TJ5pojeiDJvdbnQUcRn5FbtxaQcrvdZ9po62+lY1pmyWSQErWEytIc/Tz/zslNFRrkjsRAPt9lK2fuFlrv3Y3xkdx5SkgCFMbz6lmgJ3N8uL80ZHuSKjLb4HX5o8+Czh9aV6kxbdtqS9XnIWmxmOk5lJqxiI3kL6nHUbec51+I5IzKqSZa5WkFjq68U01GTNRp7LSwvku3uY37TN6ChiDcIjo+gJKyJhwrqne3n6T7GoI8gvkxUYVhBTuAub0vSes+bnuETXKLNR2UbHMDUpYAjTiyjYhUN56Wm05h5xd38dSzqc3HJ58FlBZl4pEyRgG7Lm/snRwS5SmcKTKSt+rMKVXk22HmF20ppHW4aP1jNMKpvS84yOItagoHI3Lm3H2XvS6ChXpLfpOGHKQ0T+TqOjiDWaSvIdbelecRkd5YokTDXSE1GK3eEwOopYg7zVYvpc5zGDk6yf1+MhzXsBV6wUMN6KFDCE6eWsdhSe6bBmASNxqpHeiBLsjjCjo4g1UDYb/dEVpM9Zc//kUOOrACSVy3GWVhFf7Du+t/ecNfeIZ803MRgrK36sIjIqhh5HEXEWnRGf7vAdc51Vsc/gJGKtHHnXEK2c9LRar5+Zy+mkYKWTuWTp8WMViSkZDKgMwket16x48sIgEWoFlShHp74VKWAI00vLzvftER+x3h7x5dUH32xytdFRxDospdWQ5x1kZmrc6Cjr5uo9iVOHUVi52+goYo3yt/p+EZuz4NGW06N9ZOgLONPlmDcrmUysJN/ZhtftNjrKutmGTzNOIunZhUZHEWuUsVpsmrDg1syelpNEqhXCcmXFj5WMxFaStWC9rZmTg50ARKQUGBvE5KSAISxhILqCjLkmo2OsW3fTCaKUi3BpbmcpsUW+fiV95141OMn6xU+cpSesmPCISKOjiDWKS9xEvy2byDHrzRb1nXsFgIQyWfFjJSp7B7EsMdjZYHSUdcuYPUd/9BY5stdCsgormSYWZcGjLSfbfSt+MivkPc5K3JnbyWCc8aFeo6Osy/yor7lyfHqRwUnMTd79hSUsp9eQpUeZmxw2Osq6TJ/3LQnP2nqjwUnEeuRvuw6vVsxbbP+ke8VFoauNqWRpbmc1Y/FV5C9Z72jLpa7juLSd4ir5cG8lKZt9/39daLXWjPj0+Ai5eojldOnxYyXKZqMvcgspM9bbmmkfPMkU8WTkbzY6iliHxFLfRFR/o7UmolwTPQCk5JYYG8TkpIAhLOFXe8QbrLVHPGyojjGSSZMznC0lPnET/fZsoi02I97bcpIo5cKRJyt+rEbnXMMmZujrstaS19jxM/Q4iomKjjE6iliH/NJq5nUU7n5rzYj3NhwCIL5U+l9YzWJqNfmeXubnpo2Osi4Zsw30RFXKih+LKajcw4q2s2yxZsVqZoBZHU1C4iajo5ia3I3CEgq37cNjwRnxrPlzDMRsBaWMjiLWaTSuilyLzYi/vr84s+J6g5OI9UqpuAGA0cZXDE6ydu6VFQqd55lKkuZ2VuMIC6M3oozEqXNGR1mXpc6juLWNwmo5stdqogp3Y7fY0Zaz4yPkegdZkhU/lhMZHUuvo4DYcWs1K45YHGLcnmZ0DNOTAoawhLj4JPrs+URdsM6M+NTYAFl6lOUMefBZkc6uJZlZhvvajY6yZmrwFJPEk1VQbnQUsU55ZbXM6Sh0/3Gjo6xZT+spopUTR/4uo6OIK7CQWk2hu4uF+Tmjo6xZ3IXTdDuKiI6JNzqKWKe8Kl9hfc5CJ8r1vL7ip0xW/FjRRGIV+c7zeD0eo6OsWfzyMLMRmUbHMD0pYAjLmEjcSv5SKx6PNWbEBxpeBiCuRPaGW9Gm1WNIh5qsMyOeNttIX1SFLHW1IJvDQXdUBSnT1pktGm89DEBWpaz4saLIor2EKQ/dDdbYI+5ecVHobGUySU71sqKk1EwGVToRo9Y5SnWx8ygr2k7hNlnxY0UqZwfxLDLQaZ2VZineMZwxUsC4HPmUKyzDlnsNiWqennZrdE1f7jqCUzso2iYFDCsqqNjFoo7A02ONbUtz0xPkegZYSqsxOoq4Qgsp2ylw97A4N2l0lDVRA3VME0dGwRajo4grUFB9EwCzbYcNTrI2vS0niVZO7PlyRLRVDcdtI3eh0TJbM+Mu1NPtKCImVlb8WFHaarPi0RZrbFuanZ4gnkV0Qq7RUUxPChjCMtK37gdgrOllY4OsUdz4abrDiomJiTU6irgCjrBwOiMrSJm0xmxRz5lD2JQmtlgKZlYVVbwXu9L0nLXGjHj6bAP9UXKcpVXFp2TQZ8smerTO6ChrMt6yeqpX1X5jg4gr5snZTQrTDPW0GB3lsnwrfs4zmSyTAlaVW1rDgo7E22+R97iBDgDCNuUbnMT85FOHsIys4iqmicXWb/4Z8RXXMgXONqbkwWdp8+nXUODuZm56wugol7XQcdjX3G67HNlrVfnVN/qO7+0w/4z45IVhCvQAixly4o2VjSVUU7DUiNcCWzPtgycZJ5HMvFKjo4grlFbpa1Y8tNpbwsy6m074evwUyIofq7I7HHRHlJM0bY0tJLMjXQDEphUanMT8pIAhLEPZ7PRGbyVzxvx7xHuajhOpVggv2GN0FHEV4kqv882InzlkdJTLihuro9tRRGxcotFRxBVKSk6h255H1Ij5j7bsO3sIgPgy6X9hZTp3N4nM099h/udq5lwD/TFbZcWPheVv3sks0Xj7zD8RNdHiWwmXKyt+LG0upYbClU6WFszfrNg53gPAppwSY4NYgDwFhKUsZewiTw8yMTZodJS39KsH37b9xgYRV6Ww5kbc2sZCx2tGR3lLKy4nRc4WJjbVGh1FXKXxxGryl5tN3zXd2XkYl7ZTWC0FDCvLWN2aOWryZsUTowNk61GccqqXpdnsdrojK0mfPm10lMuyD9VxgWTSc+WXSSuLKb2BMOWh8/RBo6Nclp7qYUmHk5yabXQU05MChrCUxHJfJ+i+M+Z+I3IM1TFCCmk5RUZHEVchJi6R7rBi4sbMPSPe3XiUKOUirFD6X1idPW838SzS3Wru3iuJ43V0hpURGS09fqwsp8S3NROTz4i/vuInsUxOg7C6xYydFHj7mZ0YMzrKW8qea6A/tgqUMjqKuAqFtTfj0Yq58+Yu0gLETrfSH1aAzW43OorpSQFDWErBtutwaQfObvN2FNZeL7nzDQzHVRkdRfjBRHItRc4WVlxOo6O8qckWX2PbvOqbDU4irlb26qotMzcrdi7NU+hqYypFZsOtTtns9EZtJWPW3FtInF1HcGkHBVVSpLW6+FLfqq3usy8ZnOTNjQz2kMUY7qydRkcRVykuIZluRxHxoyeMjvKWvB4POc4OpuPKjI5iCVLAEJYSGRVDZ3gpSePmnZ0c6mkjnQlcudcaHUX4QXjRXqKUi65z5i2aRQydYFClk5olnautLqOggkkSsJu4WXHX2VcJVx4ii/cZHUX4wWLGTvK8g0xdGDY6yptKHj9JZ3i5rPgJAUU1N7Ci7Sx2mPeZOnj2RQCSNssWuVAwvmknxc5mXM5lo6O8qbZTB0lkHlUgq8zWQgoYwnKmkmspdLXhWlowOsolDTe8AEDq1psMTiL8Ia/Gt6phqsWcyw+110vewjmG4uXEm1CgbDZ64mrJn6tHe815MsRMq6/HT9H2WwxOIvwhodz3S1rP6RcNTnJp87NTFK10MJ22y+gowg+iYuLoDismwcQTUZ6u11jQkRRUSZE2FIQXX0+kWqHLpEeUt9W/QvIzv8OCjqTs+ncbHccSpIAhLCeiaB/hykPPOZM2Vuw9zDSxFJTL8upQkJKRx4DKJHzInMsPB7qa2MQM3lw58SZUuHOvJZ0JBrtbjY5ySVEjx+mx5ZGYkm50FOEHxTU3sKzDcHaYs0jbXf8SDuUlpkyOiA4Vk5tqKXK24lxeNDrKJaVN1tERWUlYWLjRUYQfFGx/fSLqkLFBLsHr9RD11CfwYqP/7h+TkJxmdCRLkAKGsJy8mv0ATLWas5KaOV1PV9Q2acITQoYTaihYbDDljPhIg28fcUalfLgPFelVtwIwfPZ5g5P8JvfKCkVLTYwlbTc6ivCTiMhoOiIrSZ04aXSUS1pof5kVbae4Vnr8hIqI1RnxztPm6/UzfWGIAm8fC5kyKRAqktOy6bHlEj183Ogov2F+qIVcPUT/9s+zeae8x62VFDCE5aSmZ9NryyFi2Hwz4uND3WTrEZaz5cEXSnTuHpKZpa/tjNFRflPva0wST26ZbCEJFXnl25kkHtV72Ogov6Gr8ThxaklOvAkxcxl7KHR3MzMxanSU35A4dpLOsFJi4hKMjiL8pGjnATxaMdNivkae3ad8heOkCtkGHEpGk3ZQvNSIx+02Osob2MdbACjZ+w6Dk1iLFDCEJY0lbqdo8RzulRWjo7xBz+nX+19IFTWU5NTeAcCIyWbEtddL/kwd3bG1suInhCibja6Y7eTM1oPWRsd5g4km33tc7vY7DE4i/Cmx4mZsStN1ylzvcUsLcxS5zjOVeo3RUYQfJSSn0OUoJmHkqNFRfoOr8xWWdDjF1dLAM5TYC/cRq5boajTXz1zyfDtDKp2k1Eyjo1iKFDCEJdmLbyReLdJhspMh3J2vMa+jKKzcbXQU4UdZBZsZVqmE9Zmr78pAZyNpTOLOkw9aocaZfS0Z+gIXBtqMjqNR4gwAACAASURBVPIGMYOH6VPZpGQXGh1F+FFR9fUs6XCcHeZa0t95+iDhykN06Q1GRxF+NpG6mxJnC8uL80ZHeYPUiTo6IysJj4g0Oorwo9ztvq2Zk00HDU7yRhnuAUajio2OYTlSwBCWlLfDN/s31fiCwUneKGP6FN3RW3FI46fQohT9CddQtFCP1+MxOs2vDJ15DoDM7bcbnET4W2qV74SPgfrnDE7yP7wrLoqXGhhMktnwUBMRGU1nZIXp+mDMnX8Zj1YU7bjV6CjCz6LK9hOu3HScMs/pN5MXRijw9LKQKZNQoSY9u4gBlUHEkHmOKF9xOX3bzhNLjI5iOVLAEJaUkpFHjy2XmCHzrMAYGxmgwNvPkjz4QpKt6AYSmaer0TwPP0fvq4yRTG7xVqOjCD8rrtjJJHF4us3TrLi74TViWMZWLLPhocjXB6PHVH0wEkaP0+UoJi4h2egows+Kd96GW9uYazXPjHhX/QvYlCZxi/S/CEUD8bUULJxFe80xETXS20q48uBIKzc6iuVIAUNY1kjyLkqWzrHiWjY6CgC9dc8CsKlKZsNDUd6OOwEYP2eOPeJej4fC+Xp6E3aibPJWHmrsdhvdMdvJnq5Hm6QPxnij72e/aOcBg5OIQEisuMVUfTAW5qYpcTYznnat0VFEAMTGJ9EZVkrSmHlOhljpOMSyDqOoRoq0oUjn7yOReQbb6o2OAsBETxMA8TkVBiexHvnUKywrrGQ/0cpJ5xlzzFDqzoPMEk1B1T6jo4gASMsuoNeWQ9SgOU6G6G2tI5lZdIF80ApV3vx9ZHKB/q4Wo6MAEDN0hE5bIanp2UZHEQFQXHMDizoCV5s5ToboOPks4cpDXMVtRkcRATKZtpti13kW5qaNjgJA9sQR2qKqCYuINjqKCICMbb6tmWPnzLFtaXnY92zPKKk2OIn1SAFDWFbhjtvxasVMswn6YGhN7vRxOqJrsTscRqcRATKcfA0liw2suJxGR2F09USU3FpZ8ROqsldP+hg89QuDk8DS4gKly01cSJUjokNVeEQk7dHVZE2Yo0v/cusLLOlwSnZK/4tQFbv5ZsKUh44641f9jPW3k+cdZD5HJgVCVUHxZoZIxd5nju3ntskOxnQiCYmbjI5iOVLAEJaVnJpBp6OIWBP0wRjubiZTX2A5V06DCGXhJfuJUcumWPUTOfAagyqdzHzZOxmqMourGVUpRPQYv0e87dSLRKgVYjbLEdGhbClvP7l6iKHuVqOjkDF+jPaoaiKjYoyOIgKkdOdtLOswllqMb1bcd+JpADJq32ZwEhEoSikGE2rJnTuNxwQN2ePnuxmyy4rGKyEFDGFpk6m7KXU2szA/Z2iO/lPPAJC94y5Dc4jAKtx5AK9WTJ971tAcruUlyhbqGUiWveGhTNls9CZdS+lCHW6DV/3MNz/PirZTslOW84eyrB2+X976Tz5laI6R/g7yvf0syqRASIuMjqUtqoasceO3Ztq6DzJGMoWba42OIgLIXnITyczSdtrYiSjt9ZLp7mMyXAoYV2JNBQyl1AGl1HmlVIdS6o8v8e8/qZQ6p5Q6o5R6TSkl3UhEUMRV3Ea4ctN23Ngl1vaelxkhlbwSOQ0ilCWlZNAWVk7y8MuG5mg/+RzRykn4ljsNzSECz1Z6K3Fqic4zxv7MZY6+QltEJVFxSYbmEIGVW7KNYVIJN3jVT//JnwOQvl0mBULdYt5+8ryDhq76ca+4KJmvoydxjzTFDnEle9+NW9uYOf2EoTkmxgZIYIHFaClgXInL3qVKKTvwLeBOoAL4wCUKFA9rrau01jXA3wL/4PekQlxC8a47fE3HWowrYKysuCiZr2cgeZc8+DaAqaz9lKy0Mzk6YFiG+cZncGkHZbulgBHqine9zfdh65xx73ETQ90UeXuYyZGjBUOdstnoS76W0oV6Q3v9qO5DXCCJgs07DMsggiNr59sBY1f9dJx5lXgWcJRJv5VQF78pjdaIKjKHjW1WPNhyDABvYpGhOaxqLb9t7QI6tNZdWmsX8Ahw78Uv0FrPXvTXGMAcZ76JkBcRGcP56FryJl4Fg44abK97kQS1gKP8DkPGF8GVsv1tvqMGjz9pWIasC6/SGllNTFyCYRlEcCRtSqUtbDPJw68YlqHv+H8DkLL97YZlEMETXn4rsWqJjlPGfMD3ejwUz52kJ0EmBTaC3JJtDKk0InqM+4VysuFZvFpRslve4zaCmfzbyff2MdJ1zrAMi911eLUiMq3EsAxWtpbjErKB/ov+PgDs/vUXKaU+DXwOCAcu2eVLKfUg8CBAeno6hw4dWmdcc5ifn7ds9lA0Hb2N7UtH+cVj/0FUSkHQx3fV/ZgSbeeCTpGfC4ME8570ej0k63ic557mUHzwd8stTw1xwDvI6ejbmZSftw1hIXobb5t9hGeffoLI2OBv4Yhu/jmDOoWBC/MMrfFnTp6T1uXybsKtbfQd/gmjzqigjz8z2My9zDEUtUV+hvzIzPekN6Ka3Quv8OILz2F3hAd9/NSBg7TZihg51wKY49hqETizUb6iwemnvk1U9XsMyZA08AodKh+X22va+9LM1lLAUJf42m9MdWutvwV8Syn1QeBLwAOXeM13gO8A7Ny5U+/fv39dYc3i0KFDWDV7KBoozIZ//zapzi527v9o0MfveeX/ozWiitsOSOdqowT7njxxdi9bZ14l9rrrgn5s7slH/waAbQd+i4JyOTt8I+hItMF/P0KyZ4Rd+98Z1LFdy0u4DzZwdtOd3Hzz2k8gkeektbXUb6F4qYESA/4/PPrdJ3BrG/vv+wwJyalBHz9UmfmePL0ySMzh58mIclG5L7hHg0+NDZJwsIPj+Q+a9n8f4X+djX9FwcIZtuz/ZtDHHuxqIs3TRl32/cTGxsrP3RVYy9q8ASD3or/nAENv8fpHgHdcTSgh1iMnv5QOWyExvcFffjjSe54Cbx/zeXK04EZiK7udBBZorz8U9LEjul9gQGWQX7Yt6GMLYxRv28ckCdjafxn0sc+f8DWMjayQfisbyXTuLZR4Ohnp7wj62OnDhzgfsVWKFxtI6e67cGk7c+eeCfrYXUcex6Y0ybX3Xv7FImSMZt5EqbOJmYnRoI47OTaI+4f34SSckrd/Lqhjh5K1FDBOAqVKqUKlVDjwfuANm7+VUqUX/fVtQLv/IgpxeWMZN/reiCYvBHXcnqOPA5C7511BHVcYq/Tae3BrG1MNPw/quPPzs5QtnmYo5TqUutTiOBGKlM1OR/L1bJ47hmt5Kahjzzf+HKcOY/MeOQ1iI8na/W4Aeo/8NKjjDvWcp8jbw1y+NFPcSGLjk2iNqiFn9CW01xvUse3tv2CEFEqr5FjyjSSl9l4cysv5w8E9jaTrh79HpmeEvgP/TmpWQVDHDiWXLWBord3AZ4Bf4tsY9qjWukkp9RdKqXtWX/YZpVSTUuoMvj4Yv7F9RIhASqm925A3oqju5+m3ZZNbUhXUcYWxEpJTaQuvJGPoxaCOe/61J4hUK8TWyEzRRhNWcTexaon2Y8Ermmmvl7wLh2iLriEqNj5o4wrj5ZfX0GfLJqbr2aCO23f0MQBydsukwEazWHQnOXqY3tZTQRtzeWmBsvk6elNuwGaXhrEbSUnNDUySgGoL3nvczOQFqmcOUp/+biqulVWNV2NNd6vW+hmtdZnWulhr/ZerX/uy1vrJ1T//vta6Umtdo7W+SWvdFMjQQvy6kpr9TJCIvTV4x3BNj49SsXyGoQzZPrIRzRYeoNDbS397Q9DG1M1PMkUcZbsOBG1MYQ6b997Ngo5k8dzPgjZmT/MxsvUoC8XS32cjGky/ifLlBmamxoM2ZkzPc/TacsiRSYENp+S6+/Bqxcjx4K36aTnyNNHKSUyVvMdtNDa7na6kfZTPHcfpXA7KmB1Hf0aY8pB4zX1BGS+USblRhASbw0F7ys1UzB9jeWH28t/gBx2vPkqY8pC0U96INqKC698PwOCRR4Iynmt5ifLZw7QnXo8jLPhd2oWxoqJjaI3bQ9HEy3jc7qCMOXb0J7i1jZLr3xeU8YS5JNW+kzDlof21x4Iy3vT4CJuXGxhKl0mBjSglK5+28M2kDjwXtDFdjU+xSARlu2WL3EYUXnEX8WqR1hPB+Zlb6TnGoo6guOaGoIwXyqSAIUJGdM27iVIuWl8NTvU+ou1JhkijpPq6oIwnzCUjt4TzjnI29QWnseL5o08RxxJhVdIjeaNSW+5mEzO0nAz81iXt9ZI19BwtkdWkpGcFfDxhPmW1NzFOIrbWp4MyXtuhhwlTHlL3vD8o4wnzmcq7g2JPF0PdrQEfy7PiomzqEC1x+wiPjA74eMJ8yvbeg0s7WGgIznvcpskzdEdsJkwmoa6aFDBEyKjYfQfjJKIbA98HY2byAuWLp+hJv032TW5gU/kHKPV0BOXD1tLZJ5jTUWzZe3fAxxLmtPmGd7Gsw5g79ZOAj9XVXEeuHmKx5O0BH0uYk81upzPlFirnjzI3Mxnw8aLbf0a/yqJYmiluWHn7fKu9+l57OOBjNR99miTmoFL6rWxUkTEJtEbXkjf+csCbxy7Oz1Do7mQ2tTag42wU8puXCBmOsDC6Um9hy9xRZmenAjpWy6EfE648pO6RpdUbWe6+DwCB/7C1vLRI+dTLtCVeT2SUzBRtVNFxyTTH7aV8/Hk8K66AjjV67BE8WlF6g7zHbWQJez5EhFqh9WBg3+PGR/rZsnyWgewDKJt8NN2ososqOO8oJ60n8L1+Fuv/izmiqLxRChgb2XLR7eToEXrPnw7oON0Nh3EoL9HFewI6zkYhTwkRUpJ2vZ9ItULLSz8K6DjRrY8zrNIoqb4+oOMIc8su2kKbo4z07p8FtHrf9PJ/kaAWiKj9QMDGENagq+4jmVlajzx5+Rdf6RheDwWDT9MSWUNyem7AxhHmV157E0MqnciWwPbB6Hz5R9iVJn2vvMdtdFPF76TI00N30/GAjbG0uMDmqZdpS7yByKiYgI0jzK/gWt+R0cMnHg/oOLPtr/nGq74poONsFFLAECGlZMetDKoMYpsDt8R6rL+Nrc4z9Oa+Q2aKBFOl76XQ20PnuaMBG8N27ieMk8iWfbJ9ZKOrvPHdTBPL0qnANY9tO/k8WXqU+c3SoHijUzYbvVl3UbF8mvGRvoCNk9jx3/TYcincck3AxhDWUHbLR1jRdkZf+4+AjdF08MckqAUid3wwYGMIa0jLKaLVsZms3sBOREWN1tNryyFhU3rAxthI5LcvEVKUzUZP3ruodDUw2tMSkDF6X/weNqXJ2f/xgFxfWMvmWx/ApR1MHP73gFx/dmKEyvljtKffid0RFpAxhHVERkbRtukWKmZeCdhWudljP2BBR7L11g8F5PrCWjKv/wh2pel4KTC/UPa2nqZ8pYXhwnejlArIGMI6ktOyaYq+hqLhX+AN0IlLkeceZpgU6SklAJir+CD53n5aTz4fkOtrr5f8xSZG47cF5PobkRQwRMgpvPnjeLSi+4Vv+/3aXo+HnN7HaQivIados9+vL6wnYVM65+L2UTb2S1wBOEu85YXvE648pOz9qN+vLawp6dqPEK2cND/n/18oFxdm2TL5Es1JNxEbl+D36wvrKdhcS5ujjMyOnwRkhnL40HdY0XZKb/8dv19bWJNn63tJY5Kmw/7fKjfW307FUj2d2e/AZrf7/frCeipv/yizRLP06jcDcv2+tjMkMQs5ssLMX6SAIUJOVn4JTdHXUDjwM1b83Oju3JGfk6nHWNkmM5PifzhqP0QSszQd9O+yfu31knz+J3TZCymtlsZPwqek9ma6bfmktP6n36/d+PwPiVVLxO3+iN+vLaxruuLD5Hv7aTnxnF+v63IuUz7yNOdi95KSnuPXawvrqrz5g0wRj/vEv/r92h3PfQeAwlsf9Pu1hTVFxybQlH0fNXOv0td2xu/XHzr+UwDydt/j92tvVFLAECFJ7XiAdCZpeMG/ndM9R7/NNLFU3SIFDPE/Kq9/J8OkElHv3w9brSdfoNTbxUTFh/16XWFtymZjqOQDlLg76Drzil+vndT0ffpVFuW77/DrdYW1bb3DN0O5eOS7fr1u40s/JolZ7Dsf8Ot1hbVFRkXTmnkv2+aPMDrQ6bfrrqy4KOp/nOao7WQXlvvtusL6yu75X7hwMPrM3/r1ut1Nx9nc/Z80hW8jI7fEr9feyKSAIUJSxf73M6jSia333zaSkZ4WahYO05L1HsKla7W4iCMsnJ6S+6lwnaOz4Yjfrrv02j8zSwyVd/y2364pQsPWOz/Bgo7gwqF/9ts1O08fonTlPH2lH0HZZGm1+B/RMfG0pN7FtplDTI4N+u26Eae/xwipbL3+nX67pggNebd9BgV0/fIhv12z6YUfksE47h3yTBVvtCk9hzOp91Az9SyjAx1+ueb5uhdJe/Qe3NiJfdc/+uWawkcKGCIk2R0OukseoHylmY76l/xyzb5nvoYbG3kHft8v1xOhpeKuz7CoI5h86Rt+ud7EcC9Vsy/TmHo30bHSi0C8UUJSMs0pB9g29QIXRv3zC+X0wX9iTkdR9bZP+OV6IrRk3PwpwpWb80/75z2u/fQrVLrO0VtyP3aHwy/XFKEju2gz56J2UtL/mN/6S0XXf5sBMqi66X1+uZ4ILXlv/9/Y8NL9zP+76mtprxf97BdZUNHo3zlI/uYdfkgoXicFDBGyqu/+FLNEM/3i1Vc9J8dHqRx9krOJt5KdV+SHdCLUJCSncC71bVRPPe+X4wZbn/o6drzkHvg9P6QToSjzjs8RwQqdT33tqq91YaiHbTMHaUy/h/iEZD+kE6Emf8sOzkbtprzvRyzMz1719WZf+jpzOoqKu+U9Tlya2v1JUpni7NP/ctXXOl/3ImUrrfSVflgKZuKSsgrKaYjZS/nQf+NcXriqazUdeZrN7ha6Kz5FWnahnxKK10kBQ4SsuPgkWnPuo3b+Fboaj1/VtVqf+CtilJP0Oz7vp3QiFGUf+ENseOl44i+v6jqzk2NUDz7C2bgbyC2u9FM6EWpyymo4E7OPioFHmJuZvKprdT3xFQDyDnzOH9FEiIq66fMkM8eZJ6+uW39/2xlqZg/SlPku4qRgJt5E1Y3vot1eQlbjQ7ivsin7wktfZ44ott39aT+lE6HIsedBkpjl3HM/uKrrLNb/Fws6kuq7P+WnZOJiUsAQIa38nX/CPFHM/+JPr/ga02OD1Aw8zKnY/eRV7PJjOhFqckq2Up90gJqRx7gw1HPF12l+/KtEs0z8gS/5L5wISbG3/hHxLHDusb+54muM9Hewfey/qU++i2w5Hlq8hbJdt9MaXklp23dZXrjyVRhjT/05y4RT+s4/8WM6EWqUzcbcrj8gW49y5udX3tOs8+wr1C6+SmPOh4iNT/JjQhFqKvfdTb/KIq7h+1d8Da/HQ9HkK5yP20Wk9MwLCClgiJCWsCmdswUfZdvCUZqO/fKKrtH86JcJZ4Wkt/+Fn9OJUJR9z5ex46Xrp//nir5/bKCLqv6HOR13I8VbpWAm3lpZ7Y2cjrmO6t7vMznaf0XX6Hvs/wCavHd82b/hREhy3/ynpDHJmf/6qyv6/q7GY2yfPUhD9gfYJEenisuoufUDtNtLyTvzDyzOz6z7+7XWLDzzZ0wTS8V7vhiAhCKU2Ox2Bks/RLm7lY6zr13RNdpOHyKFabxld/k5nXidFDBEyNt5358wThKO57+47iWIHQ1H2X3hMU6n3kvR5uoAJRShJLtoC6fS38M1E0/RVv/yur9/4NE/xIGXzHdf+Yy62FiS7/0q4azQ/sgX1v29rSdfYNf0M9Rnvp/M/LIApBOhZuueOzgTs4+t3f/O2GD3ur7X6/Hg/NkfMKPkl0mxNja7HfftXyWNSRoe+fN1f//Z53/INucp2ksfJCFRtiuJy9ty5ydZ1BHM//Iv0V7vur9/5tiPcOowym64LwDpBEgBQ2wAUTFxDOz6EuWeds48+n/X/H0et5uVp/6AGRVH2Yf+LoAJRaip/NBfM6kSsP38D1hxOdf8fWcP/pTa2Zeoy3mArEJZyi/WJr+smvrM97F76imaDz+55u9zOZcJe/bzjJFM1Ye+GsCEItSkvevvsONh+EefXNcH/FM/+yZbVppp3/ZHJCSnBTChCCVbdt9OXdyt1PZ/f109zaanxsk68mU6bYXUvPePA5hQhJKEpBTOln6KmsUjnPjOp9f1HudyLlM2/hyNcfuIT9wUwJQbmxQwxIZQfeBjnIy6jqq2h+huPrWm7znxgy+yZaWFzu1fICEpNcAJRSiJS0imb8+fU+Lp5NT319b4dXK0n9yXP0ePLY+d969/lklsbNs+/Hf0qSySn/8c0+Oja/qe+u/9HsWebgb3foWYuMQAJxShJKu4kjOln6F68Rgnn1jbkYO9589QcfarNIdVsfNeaaQo1qf4I99kVsWhHn+Q5aXLnxChvV66vvcxNukp9D3fICw8IggpRajY88EvcyzlXeweeZi6f7r/skUMl3OZuqe+TeM/3UcSc4Rf80CQkm5MUsAQG4Ky2Sj86LdZVFHYf/phZifG3vL1DS8/zq7eb1MXfxs77/5kkFKKUFJ74KMcT7qbXYP/yennfviWr11enGPkX99HtF5k5Z3fIyIqNkgpRaiIionF+faHSNZTDH33vbicy2/5+ron/4U9Yz/heOp72H77/UFKKULJ7vd/kcaIGmoa/i/Nx597y9fOToyhf3I/ThVO8gM/wGa3BymlCBVJqZkM3vC3FHp7aHrofrTX85avP/6DL1E7/zLHi3+PkpobgpRShApls7H7U9/jaPZvcc3Uzznx0zdfie1xu+n42q3sPPVHVM+9wtHMj1B147uCmHbjkQKG2DBS0nMYvP07ZHhGGfyXe5mfHr/k65qPPUvJS5+k15HPlt/5V5RNbhNxZap++yHaw8qoPPz7nD302CVfMzszSds33sFmVzPNe/6W0ipp3CmuTOmOm6jf/hUqnGdp+sd3vOkpEfW/+HdqTn2BpvBt1Hz8n4KcUoQKm8NB9u88ypgtlZxfPEDLsV9c8nXT4yOMPXSALM8wQ7d+i4ycoiAnFaGi+ub3cbTwM+yYe4kTD/32m/Y1O/bwV9jT8y1Oxd/Ctff/WXBDipChbDb2fPwfOBdRS0XT1xkf7r3k6+oe+3sqXOc4XvFF3F8Y5NpPyHM10OQ3M7GhbN17J817v0aRq43pb1xPa92Lv/p3Ky4nxx7+CiW/+BDj9hQSHnxallWLqxIdE0/G7z7FgD2HqoMf5+h3fo/Z6QkAtNdD40uPMPuPe6lYqufUtj+j9s6PGZxYWN2ed3yKExV/wrbFYwx/7XpaDj/1q6Wv0+MjHHvoQWqPf5aO8HLyP/MkEZHRBicWVpaUko79oz9jSiVT/Iv7OfFvn2dhbhrwzUqefu6HLH9zH3nuXlpu/Ge2XnePsYGF5e358Fc4mvFBdo8/Tuvf30ZXwxHQGoDxoR7qv/4e9rT9PadirqfyUw/LJJS4KspmI+E9/49w3PT/8FPMTU9Q//PvcvzRv2FpYY6J0X62tHyDxogadr3n80REyrGpwaD06k0fbDt37tR1dXWGjH21Dh06xP79+42OIa7CuSPPkv7c75LGJL22XObDNpHl7CSJOc5G7SLvYz8gKTXT6Jhijcx+Ty7MTdP0vd9l1/QzuLSDYXsmcd4ZkpllSKUxcds3qNp7p9ExRQg589KjpL/yBTIZ5wJJLNhiyfIM4cDLyZR7qf7thwJ6Pr3Z70nhX7OTY5z/t09wzfxLLOswRuyZJHinSGKOPls2zrv/hdLtsozfSKF2T5547B/Z0vDXxKklJolnWUWR4R3Dg41jOR9j70e/ij0s3OiYIkQc+8H/YU/XN97wtSGVxrw9kYKVToY/+BL55TXrvm6o3ZdXSyl1Smu983KvcwQjjBBmU7X3APNVpzn65DeJ6n+ZSPccHQl7Cd/+Prbd8E6p2Au/iolLZNdnf0zHmVcZP/Zjwuf6GA2Lg+Kb2HbbR8iKjDQ6oggxNTffx9Luuzjx7L+i+g5jX1lkOPEmMq77CLsrrjE6nggx8clpXPP5J2ite5HpEz8hfH6Q0fAq7KW3UHP7h3HIL5LCz3a9+7NM3/A+jhz6MeHDdSj3Mr1JpeRc/2GuL9lqdDwRYnbf/+ec+mUxK4MNxFfehtfrIe7F/03BSif1W/4Xe66geCGunBQwxIYVG5fItR/6EvAlo6OIDaKk5npKaq43OobYIKJiYtn17s8CnzU6itggNu+8BXbeYnQMsUEkpmay972fMzqG2ACUzcaOOz/6hq9599yJy7nEnmhpvB5sMs0shBBCCCGEEEKskc1uJ1KKF4aQAoYQQgghhBBCCCFMTwoYQgghhBBCCCGEMD0pYAghhBBCCCGEEML0pIAhhBBCCCGEEEII05MChhBCCCGEEEIIIUxPChhCCCGEEEIIIYQwPSlgCCGEEEIIIYQQwvSkgCGEEEIIIYQQQgjTkwKGEEIIIYQQQgghTE8KGEIIIYQQQgghhDA9KWAIIYQQQgghhBDC9KSAIYQQQgghhBBCCNNTWmtjBlbqAtBryOBXLwUYNzqEEOJX5J4UwlzknhTCXOSeFMJ85L58o3ytderlXmRYAcPKlFJ1WuudRucQQvjIPSmEucg9KYS5yD0phPnIfXllZAuJEEIIIYQQQgghTE8KGEIIIYQQQgghhDA9KWBcme8YHUAI8QZyTwphLnJPCmEuck8KYT5yX14B6YEhhBBCCCGEEEII05MVGEIIIYQQQgghhDA9KWAIIYQQQgghhBDC9KSAsQ5KqQNKqfNKqQ6l1B8bnUeIjUQp1aOUOqeUOqOUqlv9WrJS6nmlVPvqP5NWv66UUt9YvVcblFK1xqYXwvqUUv+mlBpTSjVe9LV134NKqQdWX9+ulHrAiP8uQoSCN7kn/0wpNbj6rDyjlLrron/3hdV78rxS6o6Lvi6fb4XwA6VU7gWpHgAAA5BJREFUrlLqoFKqRSnVpJT6/dWvy7PSj6SAsUZKKTvwLeBOoAL4gFKqwthUQmw4N2mtay46M/uPgRe11qXAi6t/B999Wrr6nweBfw56UiFCz/eBA7/2tXXdg0qpZOBPgd3ALuBPX/8gJ4RYt+/zm/ckwNdXn5U1WutnAFY/s74fqFz9noeUUnb5fCuEX7mBP9RabwH2AJ9evZ/kWelHUsBYu11Ah9a6S2vtAh4B7jU4kxAb3b3Af6z++T+Ad1z09R9on2NAolIq04iAQoQKrfUrwOSvfXm99+AdwPNa60mt9RTwPJf+BUwIcRlvck++mXuBR7TWTq11N9CB77OtfL4Vwk+01sNa6/rVP88BLUA28qz0KylgrF020H/R3wdWvyaECA4NPKeUOqWUenD1a+la62HwPTSAtNWvy/0qRHCs9x6Ue1OIwPvM6nL0f7to1lbuSSGCSClVAGwHjiPPSr+SAsbaqUt8Tc6gFSJ49mmta/Ett/u0UuqGt3it3K9CGOvN7kG5N4UIrH8GioEaYBj42urX5Z4UIkiUUrHAY8Bntdazb/XSS3xN7svLkALG2g0AuRf9PQcYMiiLEBuO1npo9Z9jwBP4lr2Ovr41ZPWfY6svl/tViOBY7z0o96YQAaS1HtVae7TWXuC7+J6VIPekEEGhlArDV7z4kdb68dUvy7PSj6SAsXYngVKlVKFSKhxfI6QnDc4kxIaglIpRSsW9/mfgdqAR3z34emfmB4Cfrf75SeAjq92d9wAzry/dE0L41XrvwV8CtyulklaXtt+++jUhhB/8Wr+nd+J7VoLvnny/UipCKVWIr2ngCeTzrRB+o5RSwPeAFq31P1z0r+RZ6UcOowNYhdbarZT6DL4fHjvwb1rrJoNjCbFRpANP+J4LOICHtdbPKqVOAo8qpT4O9AHvXX39M8Bd+JqULQK/FfzIQoQWpdSPgf1AilJqAF+H9L9mHfeg1npSKfUVfL80AfyF1nqtTQiFEBd5k3tyv1KqBt9y8x7gEwBa6yal1KNAM76TEj6ttfasXkc+3wrhH/uADwPnlFJnVr/2J8iz0q+U1rKdRgghhBBCCCGEEOYmW0iEEEIIIYQQQghhelLAEEIIIYQQQgghhOlJAUMIIYQQQgghhBCmJwUMIYQQQgghhBBCmJ4UMIQQQgghhBBCCGF6UsAQQgghhBBCCCGE6UkBQwghhBBCCCGEEKb3/wOAu58kef7BBgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for key, value in sims.items():\n",
    "    plt.plot(value, label=key)\n",
    "show_plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Limitations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Fixed-point\n",
    "Expects standard FPGA Fixed point format i.e 18 bits (incl. sign) and scaled to -1...1 range."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Minimum number representabe: 7.62939453125e-06\n"
     ]
    }
   ],
   "source": [
    "print(f'Minimum number representabe: {2**-17}')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Synthesis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "output_dir = '/tmp/pyha_output'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ToPolar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:Converting model to hardware types ...\n",
      "INFO:sim:Converting simulation inputs to hardware types...\n",
      "INFO:sim:Running \"PYHA\" simulation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100%|██████████| 528/528 [00:00<00:00, 637.11it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:OK!\n",
      "INFO:sim:Running \"RTL\" simulation...\n",
      "INFO:conversion:Creating top.vhd ...\n",
      "INFO:conversion:Cordic to VHDL ...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:conversion:ToPolar to VHDL ...\n",
      "INFO:sim:Running COCOTB & GHDL simulation....\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Running \"GATE\" simulation...\n",
      "INFO:conversion:Creating top.vhd ...\n",
      "INFO:conversion:Cordic to VHDL ...\n",
      "INFO:conversion:ToPolar to VHDL ...\n",
      "INFO:sim:Running quartus map...will take time.\n",
      "INFO:sim:Analysis & Synthesis Status : Successful - Fri Aug 24 13:33:18 2018\n",
      "INFO:sim:Quartus Prime Version : 18.0.0 Build 614 04/24/2018 SJ Lite Edition\n",
      "INFO:sim:Revision Name : quartus_project\n",
      "INFO:sim:Top-level Entity Name : top\n",
      "INFO:sim:Family : Cyclone IV E\n",
      "INFO:sim:Total logic elements : 1,251\n",
      "INFO:sim:    Total combinational functions : 1,235\n",
      "INFO:sim:    Dedicated logic registers : 812\n",
      "INFO:sim:Total registers : 812\n",
      "INFO:sim:Total pins : 74\n",
      "INFO:sim:Total virtual pins : 0\n",
      "INFO:sim:Total memory bits : 0\n",
      "INFO:sim:Embedded Multiplier 9-bit elements : 4\n",
      "INFO:sim:Total PLLs : 0\n",
      "INFO:sim:Running netlist writer.\n",
      "INFO:sim:Running COCOTB & GHDL simulation....\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Simulations completed!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Logic elements: 1251\n",
      "Memory: 0\n",
      "Multipler (18bit): 2\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "dut_topolar = ToPolar()\n",
    "sims = simulate(dut_topolar, input_signal[:512], simulations=['HARDWARE', 'RTL', 'NETLIST'], conversion_path=output_dir)\n",
    "\n",
    "lut, mem, mul = get_resource_usage()\n",
    "print(f'Logic elements: {lut}')\n",
    "print(f'Memory: {mem}')\n",
    "print(f'Multipler (18bit): {mul//2}')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Angle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:Converting model to hardware types ...\n",
      "INFO:sim:Converting simulation inputs to hardware types...\n",
      "INFO:sim:Running \"PYHA\" simulation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100%|██████████| 528/528 [00:00<00:00, 621.79it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:OK!\n",
      "INFO:sim:Running \"RTL\" simulation...\n",
      "INFO:conversion:Creating top.vhd ...\n",
      "INFO:conversion:Cordic to VHDL ...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:conversion:ToPolar to VHDL ...\n",
      "INFO:conversion:Angle to VHDL ...\n",
      "INFO:sim:Running COCOTB & GHDL simulation....\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Running \"GATE\" simulation...\n",
      "INFO:conversion:Creating top.vhd ...\n",
      "INFO:conversion:Cordic to VHDL ...\n",
      "INFO:conversion:ToPolar to VHDL ...\n",
      "INFO:conversion:Angle to VHDL ...\n",
      "INFO:sim:Running quartus map...will take time.\n",
      "INFO:sim:Analysis & Synthesis Status : Successful - Fri Aug 24 13:33:40 2018\n",
      "INFO:sim:Quartus Prime Version : 18.0.0 Build 614 04/24/2018 SJ Lite Edition\n",
      "INFO:sim:Revision Name : quartus_project\n",
      "INFO:sim:Top-level Entity Name : top\n",
      "INFO:sim:Family : Cyclone IV E\n",
      "INFO:sim:Total logic elements : 1,251\n",
      "INFO:sim:    Total combinational functions : 1,235\n",
      "INFO:sim:    Dedicated logic registers : 812\n",
      "INFO:sim:Total registers : 812\n",
      "INFO:sim:Total pins : 74\n",
      "INFO:sim:Total virtual pins : 0\n",
      "INFO:sim:Total memory bits : 0\n",
      "INFO:sim:Embedded Multiplier 9-bit elements : 4\n",
      "INFO:sim:Total PLLs : 0\n",
      "INFO:sim:Running netlist writer.\n",
      "INFO:sim:Running COCOTB & GHDL simulation....\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Simulations completed!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Logic elements: 1251\n",
      "Memory: 0\n",
      "Multipler (18bit): 2\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "dut = Angle()\n",
    "sims = simulate(dut, input_signal[:512], simulations=['HARDWARE', 'RTL', 'NETLIST'], conversion_path=output_dir)\n",
    "\n",
    "lut, mem, mul = get_resource_usage()\n",
    "print(f'Logic elements: {lut}')\n",
    "print(f'Memory: {mem}')\n",
    "print(f'Multipler (18bit): {mul//2}')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Abs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:Converting model to hardware types ...\n",
      "INFO:sim:Converting simulation inputs to hardware types...\n",
      "INFO:sim:Running \"PYHA\" simulation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100%|██████████| 528/528 [00:00<00:00, 603.92it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:sim:OK!\n",
      "INFO:sim:Running \"RTL\" simulation...\n",
      "INFO:conversion:Creating top.vhd ...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:conversion:Cordic to VHDL ...\n",
      "INFO:conversion:ToPolar to VHDL ...\n",
      "INFO:conversion:Abs to VHDL ...\n",
      "INFO:sim:Running COCOTB & GHDL simulation....\n",
      "INFO:sim:OK!\n",
      "INFO:sim:Running \"GATE\" simulation...\n",
      "INFO:conversion:Creating top.vhd ...\n",
      "INFO:conversion:Cordic to VHDL ...\n",
      "INFO:conversion:ToPolar to VHDL ...\n",
      "INFO:conversion:Abs to VHDL ...\n",
      "INFO:sim:Running quartus map...will take time.\n",
      "INFO:sim:Analysis & Synthesis Status : Failed - Fri Aug 24 13:34:03 2018\n",
      "INFO:sim:Quartus Prime Version : 18.0.0 Build 614 04/24/2018 SJ Lite Edition\n",
      "INFO:sim:Revision Name : quartus_project\n",
      "INFO:sim:Top-level Entity Name : top\n",
      "INFO:sim:Family : Cyclone IV E\n",
      "INFO:sim:Total logic elements : N/A until Partition Merge\n",
      "INFO:sim:    Total combinational functions : N/A until Partition Merge\n",
      "INFO:sim:    Dedicated logic registers : N/A until Partition Merge\n",
      "INFO:sim:Total registers : N/A until Partition Merge\n",
      "INFO:sim:Total pins : N/A until Partition Merge\n",
      "INFO:sim:Total virtual pins : N/A until Partition Merge\n",
      "INFO:sim:Total memory bits : N/A until Partition Merge\n",
      "INFO:sim:Embedded Multiplier 9-bit elements : N/A until Partition Merge\n",
      "INFO:sim:Total PLLs : N/A until Partition Merge\n",
      "INFO:sim:Running netlist writer.\n",
      "INFO:sim:Running COCOTB & GHDL simulation....\n"
     ]
    },
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: '/tmp/pyha_output/output.npy'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-22-fb1e34c1075d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# NBVAL_SKIP\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0mdut\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAbs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0msims\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msimulate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdut\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput_signal\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;36m512\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msimulations\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'HARDWARE'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'RTL'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'NETLIST'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconversion_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_dir\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mlut\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmem\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmul\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_resource_usage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/git/pyha/pyha/simulation/simulation_interface.py\u001b[0m in \u001b[0;36msimulate\u001b[0;34m(model, simulations, conversion_path, input_types, input_callback, output_callback, discard_last_n_outputs, *args)\u001b[0m\n\u001b[1;32m    354\u001b[0m             \u001b[0mset_ran_gate_simulation\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    355\u001b[0m             \u001b[0mvhdl_sim\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mVHDLSimulation\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mPath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconversion_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'NETLIST'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 356\u001b[0;31m             \u001b[0mret\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvhdl_sim\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmain\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    357\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    358\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/git/pyha/pyha/simulation/vhdl_simulation.py\u001b[0m in \u001b[0;36mmain\u001b[0;34m(self, *input_data)\u001b[0m\n\u001b[1;32m     97\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     98\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mmain\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0minput_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 99\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcocoauto\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0minput_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    100\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    101\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mmake_quartus_project\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/git/pyha/pyha/simulation/vhdl_simulation.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, *input_data)\u001b[0m\n\u001b[1;32m    253\u001b[0m         \u001b[0;31m# print(result.stderr.decode())\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    254\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 255\u001b[0;31m         \u001b[0mout\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mout_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    256\u001b[0m         \u001b[0moutp\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mout\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mastype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    257\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/.local/lib/python3.7/site-packages/numpy/lib/npyio.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(file, mmap_mode, allow_pickle, fix_imports, encoding)\u001b[0m\n\u001b[1;32m    382\u001b[0m     \u001b[0mown_fid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    383\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbasestring\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 384\u001b[0;31m         \u001b[0mfid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"rb\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    385\u001b[0m         \u001b[0mown_fid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    386\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0mis_pathlib_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/tmp/pyha_output/output.npy'"
     ]
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "dut = Abs()\n",
    "sims = simulate(dut, input_signal[:512], simulations=['HARDWARE', 'RTL', 'NETLIST'], conversion_path=output_dir)\n",
    "\n",
    "lut, mem, mul = get_resource_usage()\n",
    "print(f'Logic elements: {lut}')\n",
    "print(f'Memory: {mem}')\n",
    "print(f'Multipler (18bit): {mul//2}')"
   ]
  }
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