{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "#Lets have matplotlib \"inline\"\n", "%matplotlib inline\n", "\n", "# Add line profiler\n", "%load_ext line_profiler\n", "\n", "#Import packages we need\n", "import numpy as np\n", "from matplotlib import animation, rc\n", "from matplotlib import pyplot as plt\n", "\n", "import subprocess\n", "import os\n", "import gc\n", "import datetime\n", "import importlib\n", "import logging\n", "\n", "import pycuda.driver as cuda\n", "import pycuda.compiler\n", "\n", "try:\n", " from StringIO import StringIO\n", "except ImportError:\n", " from io import StringIO\n", " \n", "#Set large figure sizes\n", "#Note, this prevents nice figures for articles...\n", "rc('figure', figsize=(16.0, 12.0))\n", "rc('animation', html='html5')\n", "\n", "from GPUSimulators import Common, IPythonMagic" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Console logger using level INFO\n", "File logger using level DEBUG to test_schemes.log\n", "Python version 3.6.5 |Anaconda custom (64-bit)| (default, Mar 29 2018, 13:32:41) [MSC v.1900 64 bit (AMD64)]\n" ] } ], "source": [ "%setup_logging --out test_schemes.log" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Registering my_context in user workspace\n", "PyCUDA version 2017.1.1\n", "CUDA version (9, 1, 0)\n", "Driver version 9010\n", "Using 'GeForce 840M' GPU\n", "Created context handle <949373898256>\n", "Using CUDA cache dir c:\\Users\\anbro\\Documents\\projects\\GPUSimulators\\GPUSimulators\\cuda_cache\n", "Autotuning enabled. It may take several minutes to run the code the first time: have patience\n" ] } ], "source": [ "%cuda_context_handler my_context" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def gen_test_data(nx, ny, g):\n", " width = 100.0\n", " height = 100.0\n", " dx = width / float(nx)\n", " dy = height / float(ny)\n", "\n", " x_center = dx*nx/2.0\n", " y_center = dy*ny/2.0\n", "\n", " #Create a gaussian \"dam break\" that will not form shocks\n", " size = width / 5.0\n", " dt = 10**10\n", "\n", " h = np.zeros((ny, nx), dtype=np.float32); \n", " hu = np.zeros((ny, nx), dtype=np.float32);\n", " hv = np.zeros((ny, nx), dtype=np.float32);\n", "\n", " extent = 1.0/np.sqrt(2.0)\n", " x = (dx*(np.arange(0, nx, dtype=np.float32)+0.5) - x_center) / size\n", " y = (dy*(np.arange(0, ny, dtype=np.float32)+0.5) - y_center) / size\n", " xv, yv = np.meshgrid(x, y, sparse=False, indexing='xy')\n", " r = np.minimum(1.0, np.sqrt(xv**2 + yv**2))\n", " xv = None\n", " yv = None\n", " gc.collect()\n", "\n", " #Generate highres\n", " cos = np.cos(np.pi*r)\n", " h = 0.5 + 0.1*0.5*(1.0 + cos)\n", " hu = 0.1*0.5*(1.0 + cos)\n", " hv = hu.copy()\n", "\n", " scale = 0.7\n", " max_h_estimate = 0.6\n", " max_u_estimate = 0.1*np.sqrt(2.0)\n", " dx = width/nx\n", " dy = height/ny\n", " dt = scale * min(dx, dy) / (max_u_estimate + np.sqrt(g*max_h_estimate))\n", "\n", " return h, hu, hv, dx, dy, dt" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#%lprun -f gen_test_data gen_test_data(100, 150, 2)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sum of absolute difference: 0.0\n" ] } ], "source": [ "nx = 1000\n", "ny = 1500\n", "nx_halo = 2\n", "ny_halo = 3\n", "a = np.random.rand(ny, nx).astype(np.float32)\n", "\n", "import pycuda.driver as cuda\n", "stream = cuda.Stream()\n", "\n", "with Common.Timer(\"upload (async)\") as t:\n", " a_gpu = Common.CudaArray2D(stream, nx, ny, nx_halo, ny_halo, a)\n", "\n", "with Common.Timer(\"download (async)\") as t:\n", " b = a_gpu.download(stream, async=True)\n", " \n", "with Common.Timer(\"sync\") as t:\n", " cuda.Context.synchronize()\n", " \n", "print(\"Sum of absolute difference: \", np.sum(np.abs(a-b)))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#%lprun -f Common.get_kernel Common.get_kernel(\"FORCE_kernel.cu\", 16, 16)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "nx = 256\n", "ny = 128\n", "g = 9.81\n", "\n", "h0, hu0, hv0, dx, dy, dt = gen_test_data(nx, ny, g)\n", "\n", "arguments = {\n", " 'context': my_context,\n", " 'h0': h0, 'hu0': hu0, 'hv0': hv0,\n", " 'nx': nx, 'ny': ny,\n", " 'dx': dx, 'dy': dy, 'dt': 0.9*dt,\n", " 'g': g\n", "} \n", "\n", "t_end = 20" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "LxF [256x128] simulated 20.000000 seconds to 20.000000 with 209 steps (Euler)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.5450979\n", "0.48743016\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import LxF\n", "importlib.reload(LxF)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = LxF.LxF(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()\n", "\n", "print(h1.max())\n", "print(h1.min())" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "FORCE [256x128] simulated 20.000000 seconds to 20.000000 with 209 steps (Euler)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import FORCE\n", "importlib.reload(FORCE)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = FORCE.FORCE(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "HLL [256x128] simulated 20.000000 seconds to 20.000000 with 209 steps (Euler)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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An+5t8CygzXSYotbr6fTiprLLTBlN1aG3eWAco6K7aTXFvAp3LtOWTj67nyN2SuMGGvr5uhx587n+dxJVanaQVM0TMqpPhvW/6520etOkrimjqhWM7XoZyA3E4VYA7vJ1W+qbgQhqkv214K6do1BAUXFpbRMNb8mvrRNR16rSUmyTrBdkgD1YlQGk3pMbBWOzJn+rI5oS0QuZ+akw+wCAD4X0FwP4LDP/f0T0fADfBOCvrG3wLKANYFVN+2W1/DL/7MG6B+pRJW0h3V5e2aak9cDcA77abpEOZJAd8dSL/WvFweyWA13JlX2H5TrZdeTSdRNhXxnCIJXBuYp2SECGgm38JDWfL4/7atcJZRIBvHB6gGgFLrDmBHR2yBS8Vt/RQ1aLa+DO7zHO0/VCQq6EuaG+dbttZYekFy8oRR1erqDLsmp7y9hCabdGNCWiNwN4gpkfBfB6InoAwBWAzwF4MKz+7wD4MaL4SPxRZv7ltW2eCbQpuxF0tKyLLWF9jqBuQroB6Bacu4q9BuPil0HvOCt3UtViOeyOa6n10XuMAFiFbevl03fOpWCo+dka7kYlW5hnIC8UNxloG9AH+6AA+AKwU1YMU66+g7Ug+xwBbuGNHNxQ85l9Uj2x+RcT8wUrI6p5+ydqW4M77C+Up60hrpW8fvPNVsHYbsCo2oimzPyDavpNAN5UWe99AL7u0O2dB7TlQq+kS5Q/2c4Y1haYtTQN6oqarkK6o7Jz0JuHwFJX71lZLRhbCHcrOCt31srNdohPOfJtZTDurEzqu0+VfyqTM9dHBLlR1Abmuc2RtstTCfG47QDyaBcEeHulnR4CcaxrQrIViMLLBxDhLbtbWCcOueoO6RrkQ3aJjUhslbkCb1HYAmzbTjtT11q9W7N+g2AQrpab2bfwPKANVIBql5c3mV6vCe9q2cc9YVse8JqVEdNWFLUGqFbSNRVdsza8cqkDungIyLyGst0/k26PKStHwvjVqx73xr97s2+22xQwhEujHWZ1J3MH7E7l1zAXIDvKIB6VclTTUNdpWC9U1oEoTHPM698kg5RH1meApJ2zhjcSGDMrRY6tobqz6dot0rltkuq21yrl8A77mClvTquWKluVtXHc1G7sZwNta3dUl0l0wNy2U47/go6BddOWqFyM0cdrgTpbZ0xFZy9TtYCuwbmiuItjb3nbxa+Pxl22MlrbdfTEtN97nBORNSNecx5q5hecrOcoU9k+q1gd4Y0sos6JuxC3vSB5EqgrgIvaXgAmVrYCRfWdvbRAwxuINkeEogBdgK9Ud6wIhIU4ofnUbd1Oclzq+pftRIADObjtfdO5xzYLvoXjaYdG4e8E8K/B346PMPOPE9H/COAvAPh0yPr9wfPpBtdaBqyq70r6CKhrya1rs1bhNwhra48UqlrWt9ZHD9RHQrraXLDI31HJ2Xoa5NkqdfB223cP3I3HDs3pOuJwsVTWqjqob5fnr0E9wlypcw9mWoV43EflYWuAsxO1rUEdoM7pJcQW3gAiwCOUtcrVICfEkfyYEF41Fo4NHtwErirv3q9ZC14OO8VhWVLX+YuLrcouLo+N4O1vpVsGbfia0P+WmX+RiL4EwPuJ6H1h2V9l5h8dLskoj+pyEweB+sjvprQU0Jyvwppr6zRUdaE2clBXbRQ734N0A9B1tW3uDAXN0tMfUNkd6K6q61PUd227Fc87KmjJUlHhet0M6grmAmSSMqkD8eiFc4K4BriTP0qgVl3E2XG0TiKwBd7h8KL6ZsqVNpDuCa26gdgkrwpumHXtfOueLCbS10rM5XJ7f8Xl20L21kE7tDt8Kkz/v0T0IfgunYeXBXWx6fSVn2Apn1VNR+yAXn1UXRs1XMA6UxsK1hVVXUBfQ1WD2UI7DDSf72NNdVfy6E8pq3keGtNr67XWOXT5sW27e+GULSJBpF6rlcNcrrMI9UW8jgByhwh6UhCHeN/hLecgAjlOZQaIR4DLW87FJhH17QgsFZCs4M05vH3BEOKG64HUPHLVHU5CrCAMh57ZJmv3IiG/jUbFV+VrLR+rMrPdNcAgzLe5IpKIvgbAfwDgX8A3EH+YiP4cgCfg1fhvVdZ5CMBDAHDni55fbz2i4iCrI1svZGt936PA7sBap9e8aiDB2nrVBfBFVZsyMjVd+OQVNX0ApJtwbuRP2x5Q2T0Y90A8qrBPVeLVX2aVNKfsEQX1DOSizEO6qHGKacjtlFCuQJxDJSQFG4Wn1IIkqu9JAC0+d6i4FHiHC561ZcIAs4I9h9OmVHmsXK10Q/cL1JvU5fBluqawyYC+dgM27t3qN3oNz+xbWxEZhhT8GQD/DTP/DhH9JIAfgj/NPwTgxwD8ebteGHDlEQD4ohfcz8eo5UN+3azBu9aUr6WuC1Vs8jZVtZRlYV1T1RmAYR4O+YNlWE1bSA/61PXzMwBstU/VOMXr3qrSslWOvR4t4COsQ5p45AJso8Zj2qJUOAzEHSUbJfrY7POI+g4gFeuEXbhWlPIGkHxvAXRU2Cl/prrlsIL6hgG3KH0ATY87FRLuN+J4H2cdlTI70647DvdTwuuaWwhtIrqEB/bfZub/DQD0YCdE9DYA/2ikrIOGth0912v3dUd9t5vlIVfGSl0fA+sq7AXUsNsyqhswwF+BNCp5VL4ir12nNW/2ZXX9Q5Z3ltGoZXIo4I0tEouxleWiuikBGwggr0HcAhzIIJ7g7C0TmijaHkQMnig2+aMI7gRvUdJ+Z8NxmyZ3qbUIIxE1/UW7pAbueClTOqdWZRtgR1hXQK7rsgCA7bJrDr5t0CbfiPVvAPgQM/8Vla772f8pAL8yUt5Wr2vLHtRVc6y2jlWuZjpT2kZda4gqYLdagWSw1mDXsLaqOlPdG6jpQyoWW2nA8ZBey3MKqE9R7yv5qGgHmOYj0DXILcSNbSL52blShU/On9+gvnmSCkkKFglyeE9BWS9KaSuY+2mk9y1qqJt7L+Lcglt2WfxwIHrgtcrJvF06J0gTYsuYcGLjOvHz2gG+2YBR9zxOUdrfBODPAvhlIvpASPt+AN9BRF8P/13+BoC/uFaQtCcF6r+OhkIYpX/BxqssLbf5ey1EcjhrkLbVdVG5qNcbgHVTVS92WamUC1CPqOlRFR32oRtbWBrHAPsYUB9jr+h1iLL5DOhSOSmVkAripNMkLzEw5SpcAC3q23vXwfsO0xm8xTaZZFfJ+9jRIkme9xLATSo9U+RogFtdVrQQ4KRtOPKVNIRlPjQvjLDWEHc6P4d27H45KXif0NWiGrdOaTPz/4n6M3C1TXY1tPfV3GhjVX3hqHxM/YdA3iIjX9cCe8S7rgG7VsHYhHW2P3yY9fFsgXptfR1y1/XyGxhmmwnN34Zji18N7cLTpDP7HDu45LRhpbjjuZAKTnaFjYKJkvoO03AUFLaBN1NSzgAwhel4TQqUGY5lHShQ5zdR1kZawC3LgGTFhGuX89WTS1NT1479X5gmBW1yHE4PB2Czcp+OeNA2ghmYbVv9GxLn0yOyYY9U7Q4gu2eyLHLx9L5fzqfttdAF9iGwXvOsR2F9iEd9Kqivo2mdDS2ZavvRWR4rw/R+tvJ3HgAxasd7qAqf7b6EeW2ZIId4tFME0AuXNsoCwAWYcx3emKBsE4r3ESvlzVOpuhdpo8dpdzX0DYMjuLNl4VAF/sXpVoq5ALYDaFo8pOVXNjHILb5HvvPQlk9ZvmXc2tYjm4SyR2KSsKjhS1dPN/fVtU7XQ0Dq8o8FNmkIW1UNNd2zQVoWyKLLMZ9heXZc8XzcI1Cv/W5dU9a9/HZ5WKYrBasAlzJq87r80CpjNQ71w4kSzJWqlnlrp1gVLgDn4FtHJa7hzck2gXjVolonitctL8BykatuB2WXyG4wsAQkE8eOkupchU8ZR2WB73ZDnLxtALGrJhBVdrJJGJi8uqbw6cJF76YFznH480id3OLhvbHa9rf3Du099thjjxsSt7MictNgR5lKLBS2UdAxWX6r6U+Y6WxDys7I0sx0T2XPA5aI2U7VElEKOx7LqMK+V371FjFag2TV8dqyiuoGgvLuKWy7rKe2m79OBgZEceJVmJ+N+hikc00YSSpWXrKkc1Nxe4sk5GXyTQTF3mBkXrdjgC8QKyiTPcJw8LaJDCAoy8URobDr8ZYMPTSl5V/0tO2lF31tOc+IfnxU2W7BNAWl7RZM04KJQrpjTG6BIw7N2Le9Xg91wc4lzgbavomQ/SmMAGuOsyp7ymKAXVgkbOalDAPllFYBdujY0PSw505FI3SZahmgIH8YrLtN9a4T1Cuv/DoqZJ9acGduL6vkzXzvtTJr4O4BHqgDu3bO5zkvA/Ag18czq+nQSiT2qhTLxLkqvKH97SkMGCIWhrZLglUCUKyg9PaIwFrS1OlADm5laacu7gHctIQu+HIf6tDWiFQsuhzY0+RLntyCi2nG5BiX04yJErQdMVy3ourw2O2RU8J42rapHhNlF4QeZCaKbJtQiwyoKD+BAti0hPw1YC9tdd1rc5351xrKLVjXVHUNEqfCeisgjwDW+sq9OHKUv+yasuq75pXHykEDdKCct+sWSSkt21IL5OKBE5XqOwC7gLeM8zqFrunB5/Y7kJS3qO4FQRW7UAnH/qbS6lqHgDvefrJYZ5MfBUr4yP2RnZUAb6l4dMQR2JPzX/Cdi9lDmzy0L9yCiRZcCLg3hDYzbvfYI6cGA3k70ExGlypZRh2LFY8paxvYlVhrh10F9tKxQxYeahlSVDZq9XworE8B9SGQ3rqR7CHlte6tA2CeA7yXkZPqtlaMgNu5pj3CKwDPygN8t/V5Vmo7jBI1Am92vtMNK4jLd6qVd1DdHs7BLkECuahwgbS+h2Kaz1J+xjFOKIqSIkRtS/M+UkrbLbhz4R9kF9OMS7fgcppx6Ty077grOGJcBLBvDe6bGGcBbQDxiQ0gffEB2KymEbMkcA9FRWUDBsAx3wHAXnS5FWDH7Rh13YM1MNazsRY9UI9AegSmWwP82KjBXLPU2hzRA1dZWgCPLSXM+gPgTvuyfnGmAZk4B7hzec9KR6Dw4kdmkcsMYud7VPKMaJkAufIOqnuBS3YJAG2TJIukVNy+vbQyteVejWIF6deyVtxZIdJpxqtsaSXi7RB/Hi/dgvsurnDpZtxxM+5MV7igBRfOq+/dHvFxHtBW9kj0p4H0E0vDO1ucxvktbBJdvE2rgttMrwCbZgVqC+xFp3G+DwrYGZBPgfWpiroH4c6yU94GdEgctBUL8hWuxutuDd62LA3ukfbgAHz3RRMzIA2VGRw76pC2cER9LwxMzivqhcGT98dpCqp7WSBNCTPlPbkgupesiV+8uS58ZaQ094vgDnD29rW+MREBHF0WdU/peTvSHwWLxDlve0wuqWhR2HfcjOdd3MUFLbjPXWXQdt2fSePBoB3aJ0d6+CeAyn8B2MY1CdN5q5PC0zbTtVYiRbqtdBwB9symPKWsIekVdX0MrEcrE3uwrgG3AeEunO+BLciNnmtDt1wNuhXIrsJbyrK2ibQQWZaolut2SKdgvSxAXABeqG/24JaWJQJuOAZNDhwO2CPYhXMUqhI9uWOF4xLvfgImBW5K4I71jYR0k0jHH/GpKRTP9uZTEfOmTjNOrJDJ2yMa2HfcFe5zwSahGZc0xwrJrWJb3X7v4mygrd+4EZV1uAYqrknuYUtFSedbqHdZ51iprW2Mg4A9c2GHDFc0WohD5bfTwGEtP6qvb1tPOwrQ16m4mZvbrcG8uyct1azLHFXeLdWtwV1rSjhkpIbCZ4B9rZ0/Lu19i2USpjmUTZNcRy60FHF5RSWcf+fUBeCuDLiRK26xRbSqBvx9mVkiYZfJH74vKVNfXAKb2DfpU371nclbIgLs+9wV7nN3ceEWXNKMaSOV7Q+iLQbOPc4D2uqCSC1GEIGd/zArgV3QXGaVerbzNVjHvJmKxmnAVkq6pq7Xx7Y+Qg/UhhDtzDdBXYPlkVbKwaG96Nbyyv7ZG7G5Rxa+xrP2fjCX8I6etlm/Be61qH6/rL7DpQ7vwjIJqluV6/1ub5PwBZJu5gDvCXmFZFBLAu7sU92jROxbsAR46zbbTU87FI8A7ilUQk5uwaXzSvuOu8IdN0dgf8H0DC7Jq+1LmuHAm4J7t0dc4bATAAAgAElEQVROjJrSVrMFuAXsXpGvWCRI85ldIfMa3qpiEYcCe16qFY1+O1yk97umbwBrIIfeGqxHIT0A50P97qLdeQ/WreUW5Eu+H9USV9T3aqWlbsAMlOCOlopD1yIB8uWLuiEcATwDTAne8oARe0aALkOzTmKTKP3sBNxysOng0mnyHjeFikexRWhWL24gpHdJBmEjn7ruKQvxsymNKyIqW5T2hVuCuvYK+z53hUua8Tx3F44WTBt62sDgj54zjPOBtlLatp1+VVATMs+71T47s0wqiltArF+0myoi1ZtljgB21ioEKIG9FayBvrruwdqCeiuv+8BYK4tasM4e1pSnNwCeVfLpqFkfqm130zoZBbeUN+J51wDuUIc3gIyoqP0ADeC+8sobF7rbTDiEi5B5pgRrBe943OTvDSzhbTkLUmcePfIfVH6l0ilYI7EdNoUmf6GlyEVQ2gLs+9zdCOzp2Eb7Jvytuivt00JdZXE4xwhPo7QVpKVJq17Xetv2JQc+rYR3zKtUg1gdWaXjIcDOgNxR1yPeZ9PGGAN2E9Yr9kmxbnUf+osPipriNdtvQhwALJQNwLWFQrV1avDWxbsGuPU6VXAPqO3qQ3v237G0NNHwniaQ9brVsbFcrxODMWXGRwZuAgI74+Esma/NvremOn6OdT8NtW0PRdQ2fLM/MkrbgzqpbQH2ZaiInLBsZ4/IA+YGxllAOzQlzWyRCGSoi0RWkHQD6NER/gS2Pt34lgLrzJuWdC5biRwK7GNgrZetwbMC7CFYHwLq624xstb+Gvm+Na0VC3aZV4BlpUxjnuhbU66Q9fZHVLcCd9o38ZUr37O6FqwfHrfjlhze85z73U4/nYKvLWUAObhjaxB/3cZdJ38jeb+6VNoknGcPcg7CSuwSv21zbOTHD9F+9oVbvLomsUfmDNIy/Ty6i0u6wrRhy5Fwem5knAW0AcS7Rl9gGtyZIaktkfBX+Nq1TWgFLRvTQFY7oCsqiVNPR1vp2AV2zdMGSmCPXj3Vn/QV8NbU9SCsq6DuQXrrliOtc9Fpfz2kwnvquwbv2nYbnvcIuEV8FA/pSguTbq/KOVgWGbwZwOQb6WW/KltWyZSsEjg/tGpoUULk94eJQLNXxH44lPQCClr8uyop3A/SaiRupAB2+AjqmgLAJ2WHAMBl6LLuKx+vMmDfoTn62tsE3djWIydrJiL6DSL6ZSL6ABE9EdK+nIjeR0S/Hj6fv1aOf49c2COlvAGlxFGfP2q/BbrGy9Yq2+cLqjx0nLGtRNaAHYGfLePDgW1DRniLBzQAbKkJMtNMFP9ifv2XnTjK/7YOW35P7beaAupjseXq+UpZbM+P/nP1ZXFkPr3M6fVCu+qY7sbO37JU/5gZPC/h+gufy+xVN7MH/Dz7a2v261D4xLyAlsXDf9HLwq/IJQx+tqhOYgrOpGCd7gs0gR1H+CNA7BFHSOOJEOOSlgDsOars9OeBfUlz+Lzqn7NDggf/VoKIXkVEHyaijxDRGyvLHySiTwdGfoCIvjekfz0R/XMi+iAR/RIR/Rcju72V0v6jzPwZNf9GAD/HzD8cDuKNAN7QLYGMykYS05mqNvPRVuld/9mXwMWXYYdqzZoDCqCZM+WdNevrAHtYXR/iYbfyrQG7Um63UvKQ/TgW4CMPLWtv6Ogo4aziUZfVs01aFZYyrb1rtTwqbuuNtxS38o/9xpxXz2tv0iGCdJ9n54JVsXi/PNgl/thDx5pp8uBGUNlEHtxAskgo0JdcGLQK3t8OajtaJS6dF1ooCZ81BaVsDa22nfoDED1rUdl+niO8N2+nvYGnTUQTgLcCeCWAJwE8TkSPMvOvmqzvZuaHTdrvAfhzzPzrRPSHALyfiN7LzL/d2+Z1uZOvBvCOMP0OAP9ZNzepT62yK+qaTXq1nNGoPU2Nyi5sEaDsOKPXlV2x6jqsZ/MV3vdIHKOw5dOo61RmZTs9NbiV4j6kjLV8DfV9sOqurWfPc0VdZ4pb0m1aXOaS4j5k4K5MHCjVPc9JXbNX4JniDr8KM8UdypB6GlHXpK5vUdtrKrRqN2enQpr85bCWrun+z89P4AhwXfk4hWWbxTZK++UAPsLMH2PmZwD8FDz/1jfP/GvM/Oth+pMAPgXgK9bW2wLaDOBniej9RPRQSPsqZn4q7MxTAL7SrkREDxHRE0T0xPy7v5tDWsG5CukewO384Hfc9Lv9QcS0Wo/GTFE3KyINsA+F9SAYu8C2eSSf9btbcLxOW+SQ8kfgbaLq1Q+Cm+05HAF37UFhbRJtlWRZtVrR15CySWSZsky8xaHgHeySuI4AW0Hf92SUctU1nY1emd8f9pdo9x5TAky8bMqA7dtrTyTTSU07LLFdtqS7jZr8FTvX/cMLhFXh7yFVyIsAfFzNPxnSbLwmWCA/TUT3F3tC9HIAdwB8dG2vt7BHvomZP0lEXwngfUT0f4+sxMyPAHgEAJ73ovvjLxUC8ouA1Lxcy/YiOYAh6aLLR+gr82gIo1TZcRm3AR7yq4POP48J87JYPX0UsHX0VPW9jp4lovP0Ki4rdkm1pYm2S4xVUqwreeTTUbJKQhlF5eRaixIglNOxSOyIgjKvxj6JdgngL1ppXYJwi4R9ptl3VPcPEL8eFg9TLOxfwsvkve1QUSpDO4STgaxZLBDn03nNp5PVX1HYoeAJi0oPMAfDYYmfm8Z4cZ9h5pc1ltVuDvsFvgfAu5j5aSJ6Hbz78K2xAKIXAvhfAXwX81qb0A2UdpD1YOZPAfj78D8XfjPsiOzQp1YLCleAtkas2i4sEnNhVKfNJjoHon5GSn4F4JrK1uvqNtgxbQXYNQvlyDgJ2GvK+qD9KP9OihHV3YoNFXe2buXc2nOVKe6KTUJkKiYHQyoaY2sSo7qzishFX9P5tO8cE9qRS6Wk1NWEykhbB1T8GpVjaVy69pewbjlClFS2tkem0EJEd6LR6nvzdtojf/14EoBWzi8G8MlsU8yfZeanw+zbAHyDLCOiLwXwjwH8ADP/wsiunwRtIvoiIvoSmQbwxwD8CoBHAXxXyPZdAP7hWlmpRySXUO6dN3Vej+qhV7kIJT0bVwJoq+xsPXVz6HldTgvSa+DuqOy1GO5YI2nD5a5f3ydD/BS7ZBTcre11WqmkPOp7WTt3yiap+9/tjdmmgBHQYm9Yu0RalvCSfG+xSQzEk/BAhDVxgndU2hHgCearoUhf97Tz0fsclX62ix73aeImP39jfyvxOICXEtFLiOgOgNfC8y8dfhCwIR4A8KGQfgde6L6Tmf/e6H6fao98FYC/Hzy4CwB/h5n/CRE9DuDvEtH3APhXAP70idvZY4899tg2NuA/M18R0cMA3gvfmf/tzPxBInozgCeY+VEAryeiB+DHV/wcgAfD6n8GwCsA/EEikrQHmfkDvW2eBG1m/hiAf7+S/lkA33ZQYZTOoX+xAWVjjGS9HZVdIloly6c+myrdqATdOUzbHCm9oZytl23tDzu99ugWv1THijJcs0YOVtkDcYrtEesvDrlpev71FjFYft/bloslnPeWt62vr+CBZ00AHfmmd63Qtpvzown6TjFL5nF79b6EE+5fgECSvix+27REX56cV+7+Wg49HcOfTANJja9+f7qpH4JnDkRVLQpbrJAp2CQy7/3upK43bTkCbODdhWKYHwPwmEn7QTX9JgBvqqz3twD8rUO3d90dksfC2CHeHuG0zOSxHW0OjoHv3vrZULtU+Nc2FkYBdpmW8lXzqqPimFYca9/2PQD2dZQT47oskkYZTW97LcQi0V3OjS1CkgfIKyHt9RI6amUet7TjFvuj421HH5vLZckCUfeB2XwV4OYe9Zdq6lgDwFRGJqtEwGwrHaNNsmFb7VqLmGormTOL8+nGDijZHD5qKhtqmfW8KV9vODIPurIMaLexLlqQ1CEt0zVISxrLFW2V3EiMqOxso8cRc2vQ9saLKeLc1LaNUbWtVTSFX5SQ73rw+HQjA3Kh1QdSc0GpmHQOxKHzDRm1HSokfWsR9vsVmo8zw/8qmMIm2L5HlcZ21fjZtmONNPUDktLWLUcmpba3BDaYgBvajf1soJ01+QNCMyVOBFZPb2KVsfU5vOFGmr4nDISrFZBFGXV1fbbxbDTru2lRaUZYjTX41861jOInnyaySsjaMK4K3AA8mPU7LMUmWZTfUalxI04WiXxSsEoODn2YxhKJKlu1FMk61qiKR2ubbBZnfDv24jzsESAHs5ouOtkoG2UN2Ou9a/vfWqxJB5LK0NdNS2WvAbtRPd2Eut5Pc8MPt5g5n2/6euM6LZLauvazMkxus8MNkFska2EHlloYHH8BLkjjkKhWJVDAl5Yk2XzDIoG6/vWvUM7vi1Xwqfs1V9ml3RHhHNtvl572GfaIvOdxPrey9azjH6flKmwTsgLQWwrHY3ozKjuElpX1auBulT8ieU5p27xW9MYX8Tl6hptFq6L3kG7rNoLKZgXwDN4S+jqS3o4yD2QdfEjDO1h+2YBpQBVeWe/h5sIwqyxL3RMya/4X1LSAelIA15WTm8UO7eMjOz8G3Fnb3kpFZFkxWTG0R+qGWP54zP6IG2yobFTU9Vo59ypWHhxr8ZwG7VZxyIMxqnWXfzaiUNca5Hreqm2xVSykfYYEbIiaToqbGOl9kDx4DYT7VRQ2YFqOQI0xEl8nJt3al6ispwBxP4jURhcfI1d+x3euuedxNp52rERkdb0zktqm/B11ep1aE0CJkUrJ5gVYq0iMSqVjrzC3FXNtHcoP3lcO1U5Ibd/5uE5FJ4acs2Ov6VsPfv2d24hwNa1GtJfd8LUF6CQj/03KX18SfZnVOyWdUcXMHo2M8a7eA6rUqd6QMi/w9vNL9LPFGpExtDcFdoibeg2eB7S1T43EKd16RMYv0PkZdZ7FliUbsCwDs+0hGdNLlV3k6ylZDebWtGxn5Kf1Ia1OTlyv1qpnJN9RMfJr4F7+YrFxTa1bdCUka3jbug6pkDTrxtYi05QXrNt1i6/tBNj62s0/M1tk8HCl2R+AzA7x42n7mtes0lH1inRKhW8aO7RPi6L1iIAbAuAcKLqpWAbpDnMObgoYYnXMEjPftUXsfAPQmdquLI/ljEJ2QW6GtQB9LPBDnK162bjhwbMetetKwA2AF+fVNiaVhX3zPzbX0civQZafvTKfJsku00GcLcraZFOyR/wyr67vBFUt6voOQjNAJFW+RZzttboSZ+FpA4jGWauVSKtDzfDP8+twENbU82iabW1iFfrITdWAUvWXQq8cvc1nU7XauIZ9WWs9dHAcUl71e13UYrE0VNpak9HqddGw6TZsfmrtudqAbrrlCIDMFpGQlx4AqXNNHJoVCfQb7viN9LTPCNplEpv06gh/tsKyMl8Ogi/lUSz3bKLXBFAqPE0Uowuacka311z+bML70ErhWgz7sisPx1rb/UP3ZS1vs9nnkn8+29GoV6pmNen54FBplL+Ypl+AAN35ZktgH/B3ZnE+0AZipSMbKCcYc/pNc4xn3Xlwro1Sd1T0PG39nsja8hG1bdOt524rTyXPqOKube9exTEteA6IzVS2fUjW2uPb/DqPKOks7cAH7zHRqxtpjvyI/B6qFaHuSy6sEe1rL0XzPT0OSbG71zH+yA2F9pl62mHAKAJiCxIdpNYxfrZPI39xhHldqWnLKNt/+4wUuhWzTG8Vtfa0ne7rVW97QX7TMYcKW0retSmraGVS87iBdT+71/rl1DgGUmvrnIHKplpFta5cXPt1VPvFdWgMDmdQdBoC6r+CdVrFSciXpyZ/ADJbpDbcat7cT7qzb9yxBsCWTb7vZZwHtAW6rOAaYM3ysFYXhQdUfi0NVzISgUPTowRueTrk+Yqbo/ZC1i1CbkpHOWzjvqGcj+uktAjmDrgBdWPKRVuDt8QIkJ8N+2RkmyM+f62sQ+2YUZUteap2lrE/bG/GkWh1j4+LCdnrzaTliPTWLHpzIl4bTIhd5K1oKtbR0wc8z6WlSNr11L09po0Xtx5nqKJH4jygDaQvV04kKbWNpJjjtFonm1eKm8x0PpQr5QpaLtiWp1iA1MC1FSN+pV6uwR3WpwVebeuyGi1J1sANYF11t/b/HMYnGYXYKLAPLMeOQ5Py1dOL3oYxf2XkPhk4rFIJeVRI879KV/k4sJQFtfP3RuppTKjagz04V2AtTf60P+2UVaJDDw6V3tTOcPDNzreIcx3BbyTOB9pAgrBMWrUd8ymoFdZI/+GewT+MwJapdCnPKc6tjW98TLRgqMEtyzS47bpilRwBbqCiuoHzA/ghoO1wrgrsnspuAbuVXwOdudI9vAR4YY0U3c0Z4CVvn92LAGoqYOyQvUwYUPcQpT+gHDESyECsPW0L9BrgbVJe6VhaJQ6pElKsEQH2tkr7DETIEXE20LbttD2wOV8w+tPLQpyCstaPVqUkCFxuv1pu8LiZk1VSs1bWogUKbX00wZ3mYxwKbrWtAt5SnsQIwHWcAvNjbZYVlg3B2qb1gF0DrQF2M5jrPR31YE49a+TQCtc1L5uofJ9lsEqi/eGMEgr3QTHUhBJdSUzV9zfrwm7AHaelmR84AnuqlHV03DalTUT/FoB3q6SvBfCDAL4MwF8A8OmQ/v3hzQ4rBXpAZ2Noy2flCS/L5OKoVkaab6WwSVR5Oo/UlFNWnhpPOMAvjqu8lRLXQB0Bt17Hghtyjgy4VVlxGg14S7k61qTOvfK3R0Rna19OqXRc87FlvZbKDgM1JYW9lGVpsIvKXgvxq+O8S9YHUe5nO0L2nsoI6XSzyTRHQFN+bVgBNRB6cKjqcvUGGz0OibymcwIwbfgL79bZI8z8YQBfDwBENAH4BPxLKr8bwF9l5h89qEACIDWRMi9qmyi3SDR4ZX+ocu0o6GbfdbMyEmHM5I6KdJwrbGM7NCvy1gBiPeoRcKs0AHnFouSVIhd1fAPwjrtyKsS3igPs3WFY19KOAbZW12u2CIKCzgBtVLa8mDd7IIydALIVj/KGHGWNkK54zMCdYB0rIUXEAOrXKeJ8Md0gIVXS9bjaQPC51QsPxB65JA/syy0tOcatbz3ybQA+ysz/svlzrBeZ4jXvh+RKPiDC3Kpkq7iblZFBPcBx9LXjJqSMhq+dFDZKi4Qof1vJ2k/l2rR+EHTADSh463UXzmFq7RJgFd5xVbVf1YGp1i78UaifcAMd1dGlA+uszBa4a28oWgP2soCXZIWkcmQcbKO6rZfds6TsCIE9la1AXVgjDuDJqmyAJwvoZJ8U1rCZbwFbIr4jEnoo1gB0JGBPILiNwX0TYyud9FoA71LzDxPRLxHR24no+RttY4899thju+DBvzOLk6FNRHcAPADg74WknwTwb8BbJ08B+LHGeg8R0RNE9MT8+c8ndat/Yuknuf1DJU1Ugc6DlFc6zhQVJ6LY1bLo4RlvL6txl3WB0wa2t8EVtWYVXPiLL1morWPKimOFA3nPSPPz3rZwiKdQlTHcdG4Z/DsghvejVilYSzOWSFVl174LnT6gsrUVkvJ5lc1ajY/8Mog7rOyQUWtE0mp+dnatI1VCmnusdR+mpoLF7lVjqjT3iy1HyFdATkplT6MG+kCkMfT7f+cWW9gjfwLALzLzbwKAfAIAEb0NwD+qrcTMjwB4BADu++r7OXnYYXm4VrytEawCTsvWmvb5HSjzFu29iwuQVGsLlBYJA3AMXsLPzhFfezT0UJlSTmGVNA5V+9yxvPBp0tO5aNglMSPV02Syc5xbjPF9VFfzQ/zsln/dmu68wWgE2DwvCdjzHMusetkHNvMjacqnxUPLGgmVkDy5VCEZbBEWSIfp+CdWCpDdV8eM36MHjco/9Ut8g58Nf2k6Ilxu23bkxsYW0P4OKGuEiF7IzE+F2T8F4FfWi+BQMZjAnDX3i7nCovCfVeDWz/YXLcf53N8m+HFOyFcuRmnAqkzKyo2tSDSsNcDlTdvW15ZoVXJmTcDUtHMlbBogBmR7lRcorMAbQKqo1Pmsz27TdLrdl2MfXKMxUv4KqIHKfra87F6lo04fAbYadyYCe57bwB5Q2QAAJ0ICbZU9TXnrEUdg5zKQR0ibeyyqaBf+Ooq7FfqFBzYmtSx1piFcksMlJkxEcFvWfJ+hih6Jk6BNRF8I4JUA/qJK/l+I6OvhT8lvmGXdiOCGX7sAbdywfHIEq18fVXjn0PUgr+WNZT+baluHAPwIeBequ7cOmS7utYdNC9Yjx3mM6t5SZQNj7a7tdK05X0tdy7JexaMsF0ADeRNADey1Y4o2nVLZQPqlNk2lyp6mqLRZwO38222qKnsSBR6up3ifUQboaoXkoK9g37I+qUrI1DabIrDdVvYIV0TVDYmToM3MvwfgD5q0P3tUYYF9TAyK3ghyYJPJP1KmuqhsSxJp+heb8gF+ocC6p7adAxCanRystjH+M56ohLe2LVoqWrcu0Q+TzjpyyrLdGYW43l8bW6vukfIqN2R3zJGeDaKn19Q14K0PA+JoiWg7JJTBIT0Dtm6/3Qpji5BAGUiqenIe4KKsJ4G4AyYXYO3hnalsB6W4xSaR7SLV/bg0r5eFE97dfTuin+5oE3tBQmDtgT2tvD/zoLiNSnvzUKAue0TKghSFJ20hDQ8dbZEIgD3MADhTtChrUHq5qVHbPDlgXkDhJ2QGcMCAq3Nl1DxjG7LcwttGsEbsiIFD8Nbr2V20u1ODOFC3VO5FHNob8lBVrdIKWMt0zQ7RwBZrRANbftkoYKdtrR0UlcCOlYqqyZ+1RaYEZ0wu2SKTqGpKqltU9gWSHRKK5tDbhUOvSQvz7G01Cty1pn+9sA72lsCW3byJcV7QXgu5EMQ6UYt61kj8dPIcID/hAGICO0Vt9oUTmSFRoZ4lse00gAng2SsbngCa4W+OOXRFDmVkituqbeewOjhQBhjje+towVup/6KCM65n1lXr63NQ7FoL5DYOveeOaFVSRA/aQL1yUX0Wr447BNZ6WgM7s0cSsFd97JolIsCeJsA50JTsEbjJz1tgV2wR+VtEfev0KSlvQAFc/kilWRHlv5gqsGdzQczsMKsrzA6oOfOyK21s1057mzjiJNbG8a01EczGSVAXl1SopJ97FDw8MstCsyhzMcead6nIUc2odKeFshODmgYSfEf8XzawEOVmf67PZTrNi28mKMsW86krympNDSvbsk3wan8Axpv/VZoBDm1j5E8fV+X8xGOyTSn1cc9Lvu4KsHlevKIOf6z3owZsG/o6WQP2NJXAvvDLOXziYgJfJKXNF8EaufDX/BKu8eWCoFV2/JvKNH8PcP3+q8QS5PnCDjNcBvAZhJkJC4AZjCX+Y8xbvbmHsVmTPyJ6FRF9mIg+QkRvrCx/kIg+TUQfCH/fq5b9EyL6bSKqtrKrxdkpbWJahXfUxdrS0BdHceEQ4PzYIVFtu6CbGUFZclYALRygruQ9vKKM/rZwVqQzU1LeYpnIxbgspcctWYC6sgJQbbMLpFYCEYgN60Qrb6OwRX1DWpzo5UACRcwX96qrxqv72106GKNWko7eCwRaqlqnWwslU9oHqOvwmeWV3ai1KLLnU4/eZzxskhYhAdYASmCLwr6Yko994bBcuChAlonAFy6zRZaJsEzpExBwK6AbIeTvP44K2x7KElSW/fSwdljYYSHCzMBCHtyOOdw8G+rMDfgfhvB4K3yDjCcBPE5EjzLzr5qs72bmhytF/AiAL8QBDTbOB9q1+3Gk8ac2pO0TXnxrBVkBdyxfKiBDGcQB1pNPo9CtPu2ksgrExp48uBlLsEcsuOF3Zg3cYpMMeN0a5pRVTFaaDBIp8A4C3G8kwcOCeQ3k5Q6P/Yrorb8Wa294qQC7Cmr5bFkjA7D2qxwA7KbKrsBavGsBdmzGN+X2iAZ2mPfWx5SAHUAdLZEJQWGneQF01B8C7IrirtkkRFw8tCOoOanshR0WeItkRlDazFjAWKRJ1IZNPjbytF8O4CPM/DEAIKKfAvBqABba1WDmnyOibzlkg+cDbSiVLX9Qn6srh+wVa8TDmyA+dmSvkxXTCH5Rgata0S64Ee63LriBqLpr4JYmg0ABbiJqqu24tga4XtBS3yMAB1IeOS9WgdcUuZ4v97SeXIP9yMh2eh966fr89CocI5S5kqZae1hYx3U66lrngVHXNWDbcbEtsKVJn/jVFOyRi3BLZ5WO68BeLij/nBAVtgBalDYMsMUa8f42I+vrYGJRiQsTFlC0SuYIbIeFCTMR7oZBo8ALLglKcW0Q20D7RQA+ruafBPCNlXyvIaJXAPg1AN/HzB+v5BmKM4E2VW2R2Ju9dnKpnM4GmOqpbpdvKlPfceXtwA0Yu8SCewqKuKG4C3C3gOaoDvB5zh8KwLoClzxAH+QmXzav03pxzLC2I7DGCqT1dAvUrFRzzKeUNVCHdVifbT6gbofEHXZqMqlrAKlJn/jX5PImfQJwoPSwB4Atf4uo6ynBWhQ3EOaNxw1tkyh4azteQmA9w2WVj3d5wl2+wF2e8Aw5XLLDJWZvj4SbrDWs68GhheF6vICInlDzj4Qe3UD10VSU/B4A72Lmp4nodQDeAeBbD9jbLM4E2siVNQOp+5Wkl1DPVtcXR/TVYGCdgENI6Vx42pLjQHALuwK4sVD4kYfS52b2cB+0SkYUt4W5fhBVAS7bqQE8LjcKuwlyZOtV37Kj4xCrpHPc1AJgQ2lnkNbzLVBbRdyDtZRj1bXkRQPYpkVEU13X/GtHCdgCacAr7FgB6XIPuwHs5SIBe7lIPjaL4hZPWyCuKyCV6k62CKKKsrCdmUqlzS7+3eUJd7HgrrTdZsZC8N72RnEA/z/DzC9rLHsSwP1q/sUAPqkzMPNn1ezbALxleMuVOA9o66deADbZNBWk0opxtIXt8aJBrqxFjkd7JCvVbOwAcDtkbZQoNADnsBHC4tkoDcPnxd9Qx4Db0Zh9oPKwaQYYKzKtCrcquaKwmyCP+ZCAbtJTHHnz9W7aFk0NhLEAACAASURBVKh7alvDFgbUtoOLGVK1ButqGbLpzneWvR6sAms4096aVGuR0FEmqmsgdJyZfGsnaR0ydYB9qYCtIG3/AKu+kbq0Ow4AD/dX8LJtcz/dcuTuMuFuqDz1SnvCXXjF/QzNuORwQxBjZj7HN9c8DuClRPQS+HcKvBbAd+oMZmiPBwB86JQNnge0gUxdR2DzikUiqypAR4tEq+0C4DVlLWGXJWAzeUuDZik/wHOGv65sqYt+FDg/pnW0ThIgmbySoFk8aOTgBqICzMANVCrfOhVaGuL6gSUQl0GMLGA1zFsgB3KYx+2uKO5jo1beSEuRGqT1urU3yUi6rWCUcuzrwQ4AdqaqgQRrIDXlkyaiYo9YO8S0DgEQlbWHct6sb4ngRuZhR2BfSIUkVJ7kafMESMX+MnGyR7TSFnCb0OpaWyQAPKh5wu8vd3DpZlzyhN+P11caj2Sr2KJOk5mviOhhAO+F7w/0dmb+IBG9GcATzPwogNcT0QMArgB8DsCDcR+Ifh7Avw3gi4noSQDfw8zv7W3zbKBNMmCRUtcJ3pSr8W5BqKtt8dsgcK2DWwaT8l6ceHK+s43/kkv1bTcfO+8QQ+gr9gnBeUjPDFoWf9Mt4Sf15FLb4ADy6LWK6rZWyajqtjCfkf0st0ocQK7GfUJav6fKddp19WCoQdum6ZY0PUjrdY31kVZX0DcPgB6sJYoX7aYF/tMO9qStEPGuW+raNOcDUKpsR+vAvkgKW4DNRnEDSC1HMi+bVasRRmw10uhYcxVU9tXiMqX9+3wHd3jG7/MlJnUeZ1Ack2STGOXJSFH+dYqPmbQfVNNvAvCmxrrffOj2zgba+iTG7zgAWw+vHdNrRRByRW5hLU30XAXcUnh2v2noVKYDnFkgPyfAx1xyUy4Mmjnzutm50NQu/WRnUoobqNslancLu4RcW20XJ2wA5EAd5rP2gipAqg1y1YtDFXmtB6lZt1p524O0mmerzLN1GrDW5bTC9uirwDqraAxN+TLv2sLaWCFS1nLh1/ewVip7InAEdO5bJ1gnkEeISx12XM450MUaiRWRKH4iL+Jlhz+xRIBkj/w+X8LxYqA9x9ePbRGi5W5inAe0Wf1UicAmA2+T3wJeCV893hRcBdYLcnATRzAW2jCqZpkOG5X0ms8t+XyXrjzIgYLXLXaJhziisuYwXVXd4iFbeAsLFq6DexigFejIMQTgsD5DFUukgHovasAf2NdqpWzPKuoBtgXqDPrK6qiVZbenQ4NaWoJYUAO5srawdgnQVXUdKxyD0pZOM9a/dgbYWl0rAIslooGde9qsKiPZVEIyyJUtR5gJnAHb4YonPL14DF3SJS5pxgQ/rjYAzOQwk8MdmosRAU+Oa/oReN1xHtAGADWes4V1U2HbeQ3uUE70tIVjAmslsJkNqpWlgswSgbJPONkoNZ8bSINVAaFlRvhz/icjLwtAE4jaqnvV6waAZcnhLeAGEkgGOuzIdtvLTMsTIH8o1aBeC9ubshZrlk8LkM0KyKVI5xqU10Dd27fWuBgdUGee9QisxduWAZ9U70bxrwGELum5HRK7pk8a1Lm6thWQGtgcaKGBzY6NyuYM3v6489OxMOFqmXC1TFlF5NPLBS7p0o+1Lc9Tclicw11cYdq4XmQfMOqU0Eo7zAMG1pqpHT+qaKvNArIc3Fa5y9Z8ZSPn5Wmfe1GFW9U9W7uE01Fo5b0EoM/e9xNgR6+byAMjKG0G6qobQPS7gQjvpupugXu0I4ucrJY/y0Zdt5r1DYpwX2Zn32r7bWFe86WBuu1h0ofUfC3U+emCWvL2YB3GvdZWiJ+nZImIonbJHkltrpMd4iGOouKxqq51y5AA7GUKD7uYLvBm8BTUlfPXqPSCLFuOhK7qIFyxwxU7PBOU9oTUDntxvqfk8+gunuFJKe0NSbtD+/jIrK8CpiFPyyKpdXWnmCVvj43AsPCQSN3Z8+1EyySo6Mj0aJFwpsJ5RHUvSaH7Skj2frd43RHYuQKXNtTsvCWSwRtIAFfwJqksm0KF5aJUd807Hq3MlBjOu/Fd0VLXlf0pgNuCtF1WW1eHPleVhxfpB9WaovYrxPlRWCdoy3LKlDUg9giUNaJUtMsVte5Mk3naqsIxthKBSg/gRqiQFJVNoeWIHXdEe9lXi8MVOTw9X6S32ajrxbcsIdylCZc0R9vEvlPy6LBC8QbFWUAbCKCz0QM4EIHd/JkjoJbVA2ijGhVFz0jsXySfXys2J5Rfz1p1S+sSMdEbqhuAbz0gzQPJWzJih/gXPwRgs1+XHHtGLWjDGyjVN7P/+Rx8bwISvDEpwBk7oNWEMPs+noWrvLM/TbgOVFK2hsJd7cAElHZHTJca7wqogUJRxzKk/TVRboM0YJ1VMmpgh08AeWWjwLumrsO42Vm76waw84pI3dSPo+0XxY5MZ+eWwADmxfvUz9AFHHHW8UaaAUqlpAA7voJsS9LuSnuPPfbY4+bEc9rTJqK3A/h2AJ9i5j8S0r4cwLsBfA38uyD/DDP/Fnn58eMA/lMAvwfgQWb+xe4GGFmjhebJNFZIls+uo+oWY69J8beD1RItkor14sugoLw52SOixJVVwiKwbQUlq18Qi2kayKq8hcLyFcUdVHZU3IBXkNLSxHGcty1N4kiA1jKBsQ30T36rcg9pTlhb/4joKt/eiyMOUeEqCvXcCl0RrH1rKaNmg8T3NlJaX1khIEp2SLRHOgo7Gy8kKOYLpbSVDZKNzGcskcLDVvlYVzqKpy0tSabgZUvlY7BGyNVH9fNDmPu3PE7O90l4hi6yPHfZ4T434cpNeNpdBJXN0e/ezB4BnvNK+28C+AkA71RpbwTwc8z8w2Hg7zcCeAOAPwHgpeHvGwH8JOqjXmXh5sGbRaJ2wjWko6Ht0zNwU7JIxFkofG0N6CX0hhSPTsoQUDMU2H3h7Bi0ULyfo9ftAHYUXkTgbRNaeAzeajpCiRmYl9TSpFZhKW2mNcDDE49ZebSEHMq6MYRuBx7P97jHvBZDtsTa2318Qf3lqq17N08trF8NBXlrgWivWoNaLJB4YShQh2VZq5D4kt11WMsLPACoSkczvWaJRGCrNtik7BAEoTPpykf4FlHRy1bWoVJW0txvZsLdeUppwYe/WiZcuBlXbsbTbsJEjAtavDVCG3aska/zuQxtZv5nRPQ1JvnVAL4lTL8DwD+Fh/arAbyT/V34C0T0ZabvfWUDDU9bFh/I8+LL0KBFmo5qXNlvjJSmlTWFFh+xTTelP6+0lc/t4Ht4is+NAGq3Du/odS8cwB+UTKxsBPJeeUgqOqzTVd8a4ICvtIwAN763hvhEORB1s0KofEBfrVdiCNijMdJJpwblVgehLIuGNqXjF0gD66AWSGt1rlU1dWCtxrkW8GZvmJFxr6GUtIWzy9V1hLeoZ6cqHSPEOVPakGkCEJU2K3CX557hAT0vQvnQksQtuAo7fUELJjfhGbfAgXHh5uh5x8rKrUhrft3fpDjF0/4qATEzP0VEXxnSa+PLvghABm0iegjAQwBw8aXPr0I7vic3rlTZizWgC5jlXg5p0hol64gDxNYlFtwy7ggoqG7fJz0NsRqn/ct0M3hD8nAO72B7RHgHYCeYJ3B78RzSmGKXca/APVBpzgHdBTiQLBQg5JGmgbk6SnnRhnhWySkrL+3mgSpvzZKogrylgGvKuWdzNMopKxbVvAa0lG+7oGtIR4vEgFrbIYB6hZ0LilXekB4qFdV0rGjUylrBeglQBipQNvZI8RIDUddFOqfKxqi0S2CTS2+pIQDS7M93qPGfCxBsuQXME9gtmJkwBavubgD05JYIalHqm8Favk48x5X2gVG7W4rTE8ajfQQAvuCF97O1qoou6ZWSY58YaufJ0iSvVt2yc3pGuQuyjvSqFP8anMM769hj4A0gAtz76JyWy68MaSAiinsJ06KQF5TqW/Z3CZ0RNKTXAA5UIO6QgbgCctY/e2znlcmq3KnMh3xRy2Ih0JBK92VN63ls2IdJpddiBv7aGCEdSHvFrEAuajpAWsqOnjWhtEA0lKPyRv6pYG1beNj0wgbJ0oy6dqbHY4C3P25WTfw4+tixN2St1Ui4hBnAMk9wxJgXXweUTndqSaKngXVtdlTcQmj/ptgeRPRCAJ8K6avjyxYh4FIRBaB8W0oORwVuIFyETWtAXydHgBt4xxFdW/B2HCs2rfIGgrIOeWihsCzAW9YJ58FP5+rbV5x6r5tn9aYd9mV4+wRVgPuRLdM8L2pZDeLxZLBq4x1upgj4xd+4Mb8znVfUdKvySOyYWizcXHRU1BR/Dcoqb1TPMT33oldf3jxJ5aJW3AnSQA5qsTvq0NaQJgXdBG5R1UAF1kZBp7fPcAFyxDSlsh2SijLAFtESVXYIVqpKRhgGvI24KDgXX0v3a9yOtMTblXUv4xRoPwrguwD8cPj8hyr94fCutG8E8P90/ewQ7sp/ZpC2n5U0Oe0C8Pg11FS4Xoa0XPdiL9T3ofA2tokerIo4qOtFIKzUtkDbWidBfXv1HMpwHFmpIV4AXEFbQ7oLcSABWsBZWWZhDlYtBgTocXluRwz1NGw4IUeHgXZmhZjWHwWYdT4NaJ2mPWuiZHUoZc2TLKN0nSv7IwO1UdN5GlLlYgCwVtVADukIc9IAV1YIIfrUGtypDTYipP15AmR8EWmTTUFl2xBwc6hE6rlW9rLgqhLbKMJ9fRNjtMnfu+ArHV8Qxnz9H+Bh/XeJ6HsA/CsAfzpkfwy+ud9H4Jv8ffdq+VppGzCTQFV/f1T+WdWcQbf13VfSteVCvA7vCP4AXCgVnb1SzCFYHkF9MyLAiXUaR7hHtR0gzpOkc3zJADH515yJCpfl8mAQe2UU4kD8jDBXabHsCeWyOG38bXM3UiUtxkgLkZFYq2y0lYqSpoENlHDWrUW0eq4CG0lFUwKzf6iH8gXUAs4C1gnOGcAz3zlP9/utoF2DtVbcasAn8a71iwyispZTIV3VVWsRkGnmxxTHoCngG+YlnYv0lBjXvQbAPqc9bWb+jsaib6vkZQD/9UF7oaBN8T8Fa/2HNK1ffhDTVJbsO1HXTafne7ZyfBCoaYaCtYK2TCeFTbnS5mCfaFWt1HcJ7HWAx3MX8kGWc6q4HII4wgNFg1xC0pHyM5CgXIF6PI0dcDfTeukjUZNyDVhnQJZPC2W1XgSyBXScR6hwRFLjAlsKLTtcUtNxHyJUqYRzD9aZ8laQhoUyjIqW5QbW1gqJCtvPx9MRKh01sHUk0KpzHScoQtlXoKd8LNPx3lI3NKMo89TYu7GfGNnrqSKcKV4YmdqWaVERGt4OmerOBvDr/TSzy0RJk2KIAFzKMtBmWa6skXg9WwXOSPZHhDQF1S2A7QBcLIzZX/wU5H9U4gwP8bBuAfEI7XC4wSaJ6fHEcAI61LJok6T17fJYSnVgpwMgPhprwLZWh/qMAJY0nQ4UcEYAcQS0fIqStpCO12ZS0n5bFTBX51N6tDt0urSnlmPQnvUorOM9xElZa+sjnrI2sAEFaH8Cq5Bmhu+XIJ+yYsgjvzwzG2Nru+S5rLSvPTh42uYBTcRKbVOCboA1WE1TgqVW3TWvOxtrZA3knNaJANdP/4b6jvsiDHPIwMwZnGFUOMW0TElHdZ7KpUnmBdwAzQniUr4FeVTdBuaQYwEKqAt8s+Xhk4ES4DqPndaxleKp+eAVlc0ZyFWeuBwJynFdZHAWABeAjiobEBskwlYATQnaKd86qG165lWrNF9uxbMegbX6jG2uKYE6O6VWYceJFVBrWAuggdjBTAQNsZrPNrBBcLH7NybOAtrR07YgVSrbD2Ea0qW9XgChhji7sI7LlbYW3N3q6YrizlqnRIgNANwpTgmEXVpPAzzBWeWNQCc1LaBN6oRMflwgQd6CXJ5gLZhnx2igDSQ/XI4TQA5mkx+oKu3VG6YF+F5Nlqyqsyh1XUA4lMdq2q+TgJytSxroat0oGgysKZ+2gJZ9jcBV0z1QJ/DD5GEF7eNhnfvVFVgD5Rdo/GiBNS/hpMUevwrUAml52Kv5DNz6et0ydmifFm5ON1u0QwB1YSEBQQDOFNMF1nEdtW5UuamI3DppcCDuj07UELcAB+IFlgFc0jWww0Wp51nbIVEFJyBHWEsa0kUd7ZEMyJJfHgZk8qcHgi8rQVr2WYM5WT0W2ur0VABepOs4VWXX1DUagNbp8syTZQqiOcjTZwS3M/NynSmVrdNKla22nwGbqgCvgtoAOUuHzKtlxBm0/TGvwDocd0tZ6xN4EKznIFhmvyzWZ8l1HZrF6roffa9tEbRhWfc6zgPaojJllij3sS1co8IOkHEUveSovIHQfhqx2zmroiDTK8C203FFpC+dLbzY/CHPF+0RAeiS5hPEk7qW85PDON9Wkb8H83BQ2r/OoA5VNlIZQHpYVIFcWTflQT9G/ewVpd36rrrgdimPXpaVpaGcQVp/JognsCMHvah4dY0WkNbTsn9abVMF1JQADiBX05mytqDGwTaIPtFVG0Sp6ALWc1DS4RMLErQDwGOTVytaNg6q1bXcgDgPaANZkz9CGsc6A3i0R0I+YQmHrt+iZoF8OtwEmv0ZuGWiumPtLzZZJmnlWFEpF7MuxoBcQ1yDtgbfmoqWc6FVeQn0GrB1GckLLw43ppGZl+XpLNbW0zGsamy+PqP9KrU8rYeu9q1Vvuq8hjhkPv/UebWa1hAv0o3SroLeqmmbFvNzDm9pS00a1D5fbBUSPnUF4xCs1YnUQkVUNWuvOlodubJO0AawAG5OShtLArb+uxZ7xAiqmxRnAe34NAVyZaSVASUwRIAHMPsyRGUo1R1W10pKQz3mgfn+9AMBapu9A4gZVXpWQFrG+gLkNM9q/TaggQLMqKhstU2thAtw6/3sgruWZk6KuQmGe5y1sg0Bu5LJ7haVy9ag3VTacVoB2YK8k5Zdi7LdAuicKe5csXOertW0Am8BanU/kQJ71hIEaJNRKhLjPLy6XkwFo1SkzxRUdG6DCLAF1rEHMNKyZJEAmV0YtrtV7E3+Tozsp4qqBKpWRJKxQwTeDGSqO+QhqGnJS0i2CSG9BzfuQ/hkyi9ky4gat1jNmWstWSqU5ivAts0Mczsi36CFtC7XT1N9OSrz2f7b7Vrllc+W97t5aB0bHXivqWyfh8plFtYhrQbvbFs2TwFzM90Euj8hFsoF8B0XQE/q3ShpmYaZP0ZVq5Nj7b8erAXU0Mq6A+sM2iotWqamtdSm6nhX2qdFprRZK4akaOJJlos1VERGyMVpo7r1sprqBrJ338oNIpsAU7Rs0g77jxFo6BCVLwdjb4ikuMnMl/myQmvLelBdg3V1/cqBDVz4h/ys7f6iiQUOrlv5vrJ8tTSTvwVxbY8UIG7AGkCy4rJyOId1oY6Vim5AOZsGjoO0Dq2slaoG0Ib1Qn689wjfZIWQgbWT6fAHIPUQVsM4VH9xbhR7ReQpwUjtq6MklXm5IKm8CSkgl1I5UU2PqO5Qju4EEy2TJSnw7IYWyqOvyiRr43Br2f0yNrk6Cru1sTwfNdLb6+voXtjXedGPgrmVtwVkdUA1eDe/W71Mz1v4hnSrxrM8Gr4xfy29r6RbnV7i6gbQvedhuuwUmBWsI6iBvJ21hrUG9Aiso9IO+2crITNol/fDScHAcOX3mcV5QBscK8Pii3ADHJmE5QySy051oIletlbd2s9Wy0tFjlKBi2UiSjuMF+K3zm01R+Zm1p9ylINQH4lxmHIj3ZR37I6sHcQRBTeL7ClpWbfIo59mlXw9YLfWL1Q315fr9TOIN8q0Klkt76nlOFu7KDq2B4B8XBAuO8Ww7QwD5LBWvnUcAC2CubRCcmhz6WkbH/s6mvvFU7N72idG/GLSxcmgCG/YC1nbJn7FAN9wgVnV7TiV11LdoWzpzRiVtgU31HZlHZ0mSqtyc/ZgEU9FD3Q39TcdMAbwQSXNDRivbqu1Hg0uV3lSR8pyHbKwVvn1NrJiqaRT3qEz/+4H+hkByAUlhzqaOM4HEO24CGzdGsQ03QOQVzIWNkgd1jm0kwVSQpujHVIAe0NlbG/PmxTnA+099thjj3sVzJs+BO5lnAW041NVhVfJHFSsUtxAekyK4g42R5TOymKJvSE7VgnCakCaF5XOahOitmUBofZzPPcu2y0NOD8e9Vn83LbTrZNYpPXyr5Q3uo1Tyq8q5HIbhaIkNQxopYya8s3KWVO6Ko/dNg2o4JE8zf21yypprdxcsT3S8DCEfGxrvaJX2dLOOloilfbWALI211CKudoypLBHOFYyuvjCDymXjY/tD+A6KiGB7ZQ2Eb0KwI/DD1j815n5h83yBwH8CIBPhKSfYOa/HpZ9F4AfCOn/EzO/Y217ZwFtAMWXIhC38AYSmyO8HSWfO1ghmVWimwaG5ZCfhzEt35cI/EXZJfDgBis7xDxMBNixA4W2RUZaBABlWgH3ChSaoLIn1sweacV0V1u7G0bAbMrpw7NtG9Ty6aL0661q6xRvJcuWtffBLj8llgqMlwhlmS+hvTCF+rbwuq8FkItWj2Udgb1ULBHThA9AsxmfANy2DPH5OLdK4h9nQzJko1SyulSuQxRvUCYRTQDeCuCV8G/tepyIHmXmXzVZ383MD5t1vxz+3QQvC3vz/rDub/W2eTbQ1m2AWaQtDLxViwomSsyUl87qFiYEfzXqLu5h3TTviRtVtySppoDQ4A75aCHvkWtgpwPJwaw6MsT5uLw9XTTZCmXY4TD9YXPaNhK0yMzrtHIaRRyqDFsgb8GrhG0+fwwwW+8VlPTaeq6yvkN73+zx1I5vDdhLo+JiaUEZKX0JqlnnnU2avPlcXqi7IH3HrMuO3nX4nJW6Nh1kaA6iqdMyBBbaqrIxhzYrSIdzvBhYx8s63fdbxkbP1JcD+AgzfwwAwhu7Xg3AQrsWfxzA+5j5c2Hd9wF4FYB39VY6G2jrdnAZwJEulJgWAF6tqNSqWyQ5hYI1kKPyDs0CG7uUgTvMx9YqzAn4qoCiN1wog4nzHmqVMYtrbwPxLQfCm67VJ5Dm03SyDqyKTJBCNq/z6ighWslTOW+HQKy3jQKO6q5tvaW7BmdZz4WLqArpCqzLstNFOHX2bS0Wc9bmCF8XPhOoBdL+zxVpzIQrdh7ci1NlEYgc5oWAxQWbT7e9Dio8QDMCe/b3CYVp20EGANxVCeyRysZMWQdge3AnKCdo56DevKUHA5jHv7NOvAjAx9X8k/CvWbTxGiJ6BYBfA/B9zPzxxrovWtvgKrSJ6O0Avh3Ap5j5j4S0HwHwJwE8A+CjAL6bmX+biL4GwIcAfDis/gvM/Lq1bWSh4A34Ly8qb0mLypcRPW+sqO6a1602mlkvZncycIcNycXVrctQ1kYGbAfEF6MKtJ2Gssz7NOeWfBlyIMsbreUN1hpoGuAW4i1A9lSmzXtoWq18Z+7I5n5VQVwvS6Bq89XA24L6hLH9iuU1hiyczVCEVmUvTDGPhvMs00xx/mqZsIBwtfj0K54wLQ7z4rC4BXdn/76xq8UBbvFHx2E89hDR3w6fyRKBUtZmrJArpbQ7nWRGrJDMBhEPGyhgXRucbMs4QGm/gIieUPOPMPMjUkwlvy35PQDexcxPE9HrALwDwLcOrlvEiNL+mwB+AsA7Vdr7ALyJma+I6C0A3gTgDWHZR5n56wfKzXfTqNWa8tZvobO2SQZuIKUsqlyR5dVfpmkbNXCLcpdOQKnJFJf7rlW2UtoFsONfgG+As3McQe2c12WTWyKcZRpIYHYK2DItMJI0qHx+l0qQrf3076nfVh67DYmeWs0B2QZta/8FoFZJ2/RJQI36fNqurJcfx3QAUWZ1kYiqnkVdgzBHWLsI8oUJd3mKgBZw33UOV8uEK15wRQ5XbvKgDkHEwDyBiTE5BjOHN6AreGvvWnzrRQH7KjXlc1fa01YKeq6o6xaso8Lu2CAVWF/bW9PHy/0MM7+ssexJAPer+RcD+GS+Gf6smn0bgLeodb/FrPtP13ZmFdrM/M+CgtZpP6tmfwHAf75WzlDoc0gmTcNbKe+ouit2CTtpWR0uBAdg4VhBWf/JxTm45UkgsJZ9UupAZ8uCULYnphLYzi0gxwWsJ/LzGtRTgO7kEnwE0BmwQ5qjZQXYObjXfvb3LAOJUeugp7C1aq1ZHha+frt9AFvwTuCV+fbDQJc3GgJorbxzle0wQyDtMLPz0yDcXaYI77tuwtPLBa5owV12eIYu4BYGcJFUvAuKGsC85EpfBnWUCkqEdtmkPG3d9lqAnXU3v1IqW9T1inetKxl1Bxp9eeRts811szG7D1DavXgcwEuJ6CXwrUNeC+A7s+0QvZCZnwqzD8C7EQDwXgD/MxE9P8z/MXgB3I0tPO0/D+Ddav4lRPR/AfgdAD/AzD9fW4mIHgLwEADc97wvKzPUlHfDMsnArWrUiBOCBbbeKWHIOxsFwPonGpjT+MC6VUqS8ckeiduxB6hoLvMEwMFbHZnCTsB2LkF5cpzB+iJMX7glgcgtVUjnaZxBeQ3Yh9gXQN0WGLVLehaEhmJPCWf5FIDXYOyI43QqNz8XObgVsBvbr8WsvDhR24sB+MyEBQ7P8EUEucD7Lk+4Sx7ad5cJjv13+gwx3BJev44LLDxjkZc5zBStNLHQgFQJGVtO6XcxRuBSOV0Z2Cnl6QC7ZYeMAvuaRHYmvE4pxrsND8MDeALwdmb+IBG9GcATzPwogNcT0QMArgB8DsCDYd3PEdEPwYMfAN4slZK9OAnaRPTfhR352yHpKQD/OjN/loi+AcA/IKJ/l5l/p3KwjwB4BAC+5A+8uH76auAGouq2XreHcscqkWsk5NNN/mpvnhEYk0qzkK4CO54gO8/pUyoasz8UwJ5EcYf0C0rgBhDBfOHmKqgnqoMbQIS8lCOxhZdbzVeBWxO+A1DW87W0UTinfHnZ+f4sRZoGt6ucAwBY4LLrYA72h6Qt8Ip6Ju9fX9KMCBP2HgAAB8FJREFUmQl3+QKXNOMuT3C8+L/FP9xlU0t4mcLChIUWLI6whJHPrshVf6EAQOr9KABHcd2TQFyrYoG2sj4iuJWapgDkWE4QQloYZWO4t+yQ6wI2wu23TUUkmPkxAI+ZtB9U029CQ0Ez89sBvP2Q7R0N7dAo/NsBfBuzP8vM/DSAp8P0+4noowD+MIAnmgWthQV3a3+C2h4pizhdr9kFi1xBy7z+aot1V3fMznO+iPIKSPGlbaWjKGptgQAogH1BSwFrAFmazLd8XolRkMc8K1Bu5Wv5x7KffvvcTMvBfTyoy3yVB0LHHqn527PKP7ODQ24fzVjg4DDBYQaH8i8AXAF84VuaCODJe96Xbsa8eMAv7NQDeYrlNoFtI8CbQsWkFihk7o3skxOcLfSr9xRUmSrsJdP1rzeG+LV55dccR0E79AB6A4D/hJl/T6V/BYDPMfNMRF8L4KUAPrZW3ud/5xOf+fnH3vC7AD5zzP6cabwA+/GcezzXjum2HM9Xn1zyRvbIsxEjTf7eBV/D+QIiehK+B8+bANwH4H3kPWRp2vcKAG8moiv4Tq+vG/FomPkriOiJTg3tjYv9eM4/nmvHtB/PIaE90ZsVI61HvqOS/DcaeX8GwM+culN77LHHHtcdG7UeuedxPj0i99hjjz3uZTxXlfY9jEfWs9yo2I/n/OO5dkz78YwGb9d65F4H8Q192uyxxx57HBtf+sUv4m/8uv9qKO///s//+/efU13BOSntPfbYY497Fje1yd9ay+ZrDyJ6FdH/397dhUhVh3Ec//7CjF6kF0KT8KaQ0ApWKzC8sQspvWgLCjQwe6G6MHqhLqyLiIKIoIQu8iqToAgvkpYwLSTpQiq30DRFFLLAQvEiiaLC3aeL/5n1tM2ZmZ1298zf+X3gMDNnz+w8f/7DwzlnznkeHZZ0VNL6uuPplqRjkvZL2tsoLiPpCkmfSTpSPF7e7v/URdImSSclHSitaxq/kjeLOftO0uL6Im+uYjwvSjpezNFeSStLf3uuGM9hSbfXE3U1SfMkfS7pkKTvJT1ZrM95jqrGND3z1Ohe027pMbUm7VIB8RXAQmC1pIV1xvQ/3RYRA6VDqfXAzoiYD+wsXveqzaRavmVV8a8gXYM/n1SKYOM0xTgRm/nveAA2FHM0UNzJRvGdWwVcX7znreK72UvOAM9ExAJgCbCuiDvnOaoaE0z1PBV3fHa09Ji697THCohHxN9Ao4D4uWKQVIaR4vGuGmNpKSK+INVFKKuKfxB4N5IvgcskzZ2eSDtTMZ4qg8AHEfFXRPwAHCV9N3tGRPwSEd8Wz38jFR26mrznqGpMVSZtnkQUt9q3X3pN3Um7qyLgPSqATyV9UxTDApjTqO5VPM6uLbruVMWf87w9Xpwu2FQ6XZXVeIqqm4uArzhH5mjcmGA65ml0tLOlx9SdtLsqAt6jlkbEYtJh6TqlLhXnqlznbSNwLTBAKm72erE+m/FIuoR0A9tTzQqxlTdtsi6XMU39PPn0SNfaFhDPRUT8XDyeBLaSDttONA5Ji8eT9UXYlar4s5y3iDgRESMRMUoqRt84tM5iPJLOJyW39yLiw2J11nPUbEzTNU8+PdKdsQLikmaSfmQYqjmmCZN0saRZjeekYuYHSGNZW2y2Fviongi7VhX/EHB/cYXCEuB0qch7zxp3Tvdu0hxBGs8qSRcoFbOfD3w93fG1olTk523gUES8UfpTtnNUNaZpm6dMrx6p9TrtqgLidcbUpTnA1vQdZAbwfkRsl7QH2CLpYeAn4N4aY2xJzQuDvUrz+LcBK0k/BP0BPDjtAbdRMZ5lkgZIB8fHgMcAiqL1W0gdtM8A6yJipI64W1gKrAH2S9pbrHuejOeI6jGtnvp56s2E3AnfEWlmfefSC+fGrdc81NG2Ow6+4jsizczq1ovnqzvhpG1m/clJ28wsEwGMOmmbmWUi3x8inbTNrD85aZuZZSKAkR683bEDTtpm1ocCwknbzCwfPj1iZpYJXz1iZpYZ72mbmWXESdvMLBMRMNJrNcE6U3dpVjOzekxSaVZ12Jxc0j2SQtLNxeuZkt5Ragi+T9KyTsL2nraZ9adJOD1Sak6+nNSkYY+koYg4OG67WcATnG2nBvBICiNulDQb+ETSLUXzh0re0zazPhTp6pFOltY6bU7+MvAa8Gdp3UJgJ4x1vPoVaFsC1knbzPpPQMRoRwupkcZwaXm09J/aNhuWtAiYFxEfj4tiHzAoaUbRiecm/t1OrSmfHjGz/tT5beynWjRBaNlsWNJ5wAbggSbbbQIWAMPAj8BuUkeelpy0zaz/RMDopNzG3q7Z8CzgBmBX0Y7wKmBI0p0RMQw83dhQ0m7gSLsPdNI2s/40OddpjzUnB46TmpPfd/Yj4jRwZeO1pF3AsxExLOkiUsvH3yUtB86M/wGzGSdtM+tLMQl72lXNySW9BAxHxFCLt88GdkgaJSX8NZ18ppO2mfWhyWuCEBHbgG3j1r1Qse2y0vNjwHUT/TwnbTPrPy4YZWaWjwAi09vYnbTNrP+EmyCYmWUlMj09osi0PKGZWbckbad0KV4bpyLijqmMZyKctM3MMuLaI2ZmGXHSNjPLiJO2mVlGnLTNzDLipG1mlhEnbTOzjDhpm5llxEnbzCwjTtpmZhn5B4wMCjr5FfzXAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import HLL\n", "importlib.reload(HLL)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = HLL.HLL(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "HLL2 [256x128] simulated 20.000000 seconds to 20.000000 with 210 steps (dimsplit)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import HLL2\n", "importlib.reload(HLL2)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = HLL2.HLL2(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "KP07 [256x128] simulated 20.000000 seconds to 20.000000 with 209 steps (RK2)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import KP07\n", "importlib.reload(KP07)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = KP07.KP07(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "KP07_dimsplit [256x128] simulated 20.000000 seconds to 20.000000 with 210 steps (dimsplit)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import KP07_dimsplit\n", "importlib.reload(KP07_dimsplit)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = KP07_dimsplit.KP07_dimsplit(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WAF [256x128] simulated 20.000000 seconds to 20.000000 with 210 steps (dimsplit)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from GPUSimulators import WAF\n", "importlib.reload(WAF)\n", "\n", "with Common.Timer(\"construct\") as t:\n", " sim = WAF.WAF(**arguments)\n", "\n", "with Common.Timer(\"step\") as t:\n", " t = sim.simulate(t_end)\n", " \n", "with Common.Timer(\"download\") as t:\n", " h1, hu1, hv1 = sim.download()\n", "\n", "plt.figure()\n", "plt.imshow(h1)\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }