{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Elastic wave equation implementation on a staggered grid\n", "\n", "This is a first attempt at implemenenting the elastic wave equation as described in:\n", "\n", "[1] Jean Virieux (1986). ”P-SV wave propagation in heterogeneous media: Velocity‐stress finite‐difference method.” GEOPHYSICS, 51(4), 889-901. https://doi.org/10.1190/1.1442147\n", "\n", "The current version actually attempts to mirror the FDELMODC implementation by Jan Thorbecke:\n", "\n", "[2] https://janth.home.xs4all.nl/Software/fdelmodcManual.pdf\n", "\n", "## Explosive source\n", "\n", "We will first attempt to replicate the explosive source test case described in [1], Figure 4. We start by defining the source signature $g(t)$, the derivative of a Gaussian pulse, given by Eq 4:\n", "\n", "$$g(t) = -2 \\alpha(t - t_0)e^{-\\alpha(t-t_0)^2}$$" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from devito import *\n", "from examples.seismic.source import WaveletSource, RickerSource, GaborSource, TimeAxis\n", "from examples.seismic import plot_image\n", "import numpy as np\n", "\n", "from sympy import init_printing, latex\n", "init_printing(use_latex=True)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Initial grid: 1km x 1km, with spacing 100m\n", "extent = (2000., 2000.)\n", "shape = (201, 201)\n", "x = SpaceDimension(name='x', spacing=Constant(name='h_x', value=extent[0]/(shape[0]-1)))\n", "z = SpaceDimension(name='z', spacing=Constant(name='h_z', value=extent[1]/(shape[1]-1)))\n", "grid = Grid(extent=extent, shape=shape, dimensions=(x, z))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "class DGaussSource(WaveletSource):\n", " \n", " def wavelet(self, f0, t):\n", " a = 0.004\n", " return -2.*a*(t - 1/f0) * np.exp(-a * (t - 1/f0)**2)\n", "\n", "# Timestep size from Eq. 7 with V_p=6000. and dx=100\n", "t0, tn = 0., 600.\n", "dt = (10. / np.sqrt(2.)) / 6.\n", "time_range = TimeAxis(start=t0, stop=tn, step=dt)\n", "\n", "src = RickerSource(name='src', grid=grid, f0=0.01, time_range=time_range)\n", "src.coordinates.data[:] = [1000., 1000.]" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_SKIP\n", "\n", "src.show()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Now we create the velocity and pressure fields\n", "so = 2\n", "vx= TimeFunction(name='vx', grid=grid, staggered=x, space_order=so)\n", "vz = TimeFunction(name='vz', grid=grid, staggered=z, space_order=so)\n", "txx = TimeFunction(name='txx', grid=grid, staggered=NODE, space_order=so)\n", "tzz = TimeFunction(name='tzz', grid=grid, staggered=NODE, space_order=so)\n", "txz = TimeFunction(name='txz', grid=grid, staggered=(x, z), space_order=so)\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Now let's try and create the staggered updates\n", "t = grid.stepping_dim\n", "time = grid.time_dim\n", "\n", "# We need some initial conditions\n", "V_p = 4.0\n", "V_s = 1.0\n", "density = 3.\n", "\n", "# The source injection term\n", "src_xx = src.inject(field=txx.forward, expr=src)\n", "src_zz = src.inject(field=tzz.forward, expr=src)\n", "\n", "#c1 = 9.0/8.0;\n", "#c2 = -1.0/24.0;\n", "\n", "# Thorbecke's parameter notation\n", "cp2 = V_p*V_p\n", "cs2 = V_s*V_s\n", "ro = 1/density\n", "\n", "mu = cs2*ro\n", "l = (cp2*ro - 2*mu)\n", "\n", "# fdelmodc reference implementation\n", "u_vx = Eq(vx.forward, vx - dt*ro*(txx.dx + txz.dz))\n", "\n", "u_vz = Eq(vz.forward, vz - ro*dt*(txz.dx + tzz.dz))\n", "\n", "u_txx = Eq(txx.forward, txx - (l+2*mu)*dt * vx.forward.dx - l*dt * vz.forward.dz)\n", "u_tzz = Eq(tzz.forward, tzz - (l+2*mu)*dt * vz.forward.dz - l*dt * vx.forward.dx)\n", "\n", "u_txz = Eq(txz.forward, txz - mu*dt * (vx.forward.dz + vz.forward.dx))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "op = Operator([u_vx, u_vz, u_txx, u_tzz, u_txz] + src_xx + src_zz)\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Reset the fields\n", "vx.data[:] = 0.\n", "vz.data[:] = 0.\n", "txx.data[:] = 0.\n", "tzz.data[:] = 0.\n", "txz.data[:] = 0." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` run in 0.43 s\n" ] } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "op()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_SKIP\n", "\n", "# Let's see what we got....\n", "plot_image(vx.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(vz.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(txx.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(tzz.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(txz.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Now that looks pretty! But let's do it again with a higher order...\n", "so = 12\n", "vx= TimeFunction(name='vx', grid=grid, staggered=x, space_order=so)\n", "vz = TimeFunction(name='vz', grid=grid, staggered=z, space_order=so)\n", "txx = TimeFunction(name='txx', grid=grid, staggered=NODE, space_order=so)\n", "tzz = TimeFunction(name='tzz', grid=grid, staggered=NODE, space_order=so)\n", "txz = TimeFunction(name='txz', grid=grid, staggered=(x, z), space_order=so)\n", "\n", "# fdelmodc reference implementation\n", "u_vx = Eq(vx.forward, vx - dt*ro*(txx.dx + txz.dz))\n", "\n", "u_vz = Eq(vz.forward, vz - ro*dt*(txz.dx + tzz.dz))\n", "\n", "u_txx = Eq(txx.forward, txx - (l+2*mu)*dt * vx.forward.dx - l*dt * vz.forward.dz)\n", "u_tzz = Eq(tzz.forward, tzz - (l+2*mu)*dt * vz.forward.dz - l*dt * vx.forward.dx)\n", "\n", "u_txz = Eq(txz.forward, txz - mu*dt * (vx.forward.dz + vz.forward.dx))\n", "\n", "op = Operator([u_vx, u_vz, u_txx, u_tzz, u_txz] + src_xx + src_zz)\n", "\n", "# Reset the fields\n", "vx.data[:] = 0.\n", "vz.data[:] = 0.\n", "txx.data[:] = 0.\n", "tzz.data[:] = 0.\n", "txz.data[:] = 0." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` run in 2.60 s\n" ] } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "op()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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o8nOHsXjY9eKZNJLZno5wE94fktzvogzhdS66i/CSsdMlQ3buWRI6zEQT3c6dsGePwxf5+eJLmD8fPlP2Htx7L/uWLeNVRN93T4ktR173seXlcMcdHF94A0uXirNWOzFPGBP2lcqJRp2Yi44+MaU4EB5yT1/Vn/045Z2dwJzUa0p5OphQe2bA+d7YGP1v2Tk5QkYVFeKeXbiQ3y3NBeDBB6G6ejOwmthplbnApcC1LFhwJvfeK2vH7vwrPP20eEdCIflDJSUO6Z19tjgzdBiLe8aG0R/cz9mP9HqDE8MkvPFKWY8nud/kDOF1LrqD8Py8sfo3tJ3sQiFRYWtrJYysutpRX8EJM7niCvhf/wsG/nwxxxct4hUkXsckulHAFPv7+IoKuO8+3hx5JY8+Cs8/D7t2HUYkoBPYM23IyxsUPU9pqQQojxzpaHamdmdOtHBnaTLh+UJ7zYczyU+TXr1tudizR/RrW68PNzdzBHG+ZCPSa6C0FK66StrfeCMv1E1k0SLYtm0TEpRvJtrIBWYDXwFg8eIAd91+BJYskVFAe/iLiyUcZ9w4JywHHIkvSdLz+53upOcmvCeS3O/8DOF1Lrqa8DqD7MwIjeZmCRbWoSbV1TKBYOdOWR8Miga30J4I85n8V+HWW9lSVcV6xD+pEQT+CbhozBh5gYFXsmfx0EPw3HMncZTdLMSiN5QhQ4ZQVibRJxBrwtLhaYMGOaEmUcnN/Wc0fGxcftlYovfITX7a5ldfH2vIrK6GnTtpCYU4hITXnAIG2sc8Heh31VVw++2sjlzGbbfBzp1/BZ7CUXNB4vgAFjBp0hyWLIFLDv4VnnhCdPzmZvnzY8ZIxLZ5g8y4vQSkp9f1NtIzCe8cpaw/JrlfRYbwOhddSXjJThdLRHbaEXD0qJivzNiz7dudWNmSEgmk/dd/heG/+iEAB+65h+eRgAwTk4G5OTmwdCmvFH6B++6T9evW7QeqEaLLRWxaJRQVDWXCBOdd1gKMluj0+xzNaOJXgyJOOnYz8Nj8/17fzUNkZ9tZWCDWqFlfLzdnxw65Udu3c6ixkSYcm2UEIb8SYPCMGbBoEU81XsZXvgInTjwMvOjxJyqAb/GDH4zg+zfvg5/9TOL39uwRtj/rLLlR4Eh8JSXROcNuu15fID034T2Z5H4TM4TXuegqwutMstP2OB1fV1PjeEe1c6KsTDyv35r7ESxcSOWGDQCscl1XITAPKPne93jv+h/z7W/DqlX1iOEeRKrRXsvRFBUN44ILJK54wgQhOv3uAgwMnGodLKzhlU04zjovwjN/uz/9cn9qTukXPuLctF274O235cZt2UKoUfJLNOB4pbWzpmDOHHjoIe56bCw/+ckOJDVaXeuT8Q0uvfRqli6FUc/9Ap56SkRtcEaET31KbIdnn+3E7LlzZtG6X+h1vYX0TMKboJT15yT3G58hvM5FVxBeW2dQJCI7ncmkthbefVfe2+3b5T3OzhYV9uab4TORZ+Gaa3gSkdHcuASYVVEBL7/MLXcX8Mgj+xFD/V6c/BUjgHEMGXIm06bJsSsqhFCLi+30T+as/Xhil/5ufsb5Hk+ljUd6J32me+tZHMGgnT5Ke3ds0gNgwwb2hULUIcR3CgmyLgcG33ILB+57mJkzYdu239lHXeE6yxSUupuVK+HqrL/Cr34Fmzc7F3XGGXDuubGicQdIL109t27CezrJ/cozhNe56GzCa8uo7Cf5uclOS3Hbt8u7+tZbYqYKBmH6dLjzThi/YjF1ixbxJLF2OhCV7UtAyZIlPFV4K9dfD+HwasRGdxJNcgBKncvMmUTJrrxcJLrcyJHWsW/gmzYpLuG59zXuhxttlfZ0zQ1zm87EnJcHA7OPy0jxrp3tZetWCTVZs4ZaiBJfP8S+d34gAL//PQ83fQGAW2/dAfyQ2ECeIcDdLF48jrvmvQP33y9TPEBse8XFQnrnnSefcUjPvA9+GkA6TkEzCe9cpay/JLnf2F5EeJ2VISal0JZQk2TIzpwnumWLkF5Tk9jMrrgCFi+Ggtv/hS2PP87zHtdTDlw3ciRs387VCwfz3HP/QKS6g8iLOh44jwsvFKP8zJkyU0yrryIZtcRO6YJOJbp4MDOkJLNrTk6s1Gc6dw8fhuzsXIL5oymYUyoNtMo5eTKla9dSuHkzHyDEVwM0hMOUf/GLfOuqpQAs/ORZJkx4gt27F+OEsRwEvsPdd3+L6uo5/OGhh2DRItn04osiWXoxsYaL9NyZVbyyrOjvkH7SHnRutpR0Qa8jPLODQuzI6xdqkkiyq652tK/t2+XdKS6WCQ8/ve84zJzJ6g0beNV1LTPtz2m33MLqeQ8zOx8sazmww94yGjifESPGMXeuSIogUl1ZmU10taHW0lw8gotTDKctJOeFRMTn3q6JT5e/0NucsB657/n5oymYWyqi7DnnEPzb35j43HMUNDQI4QGvAx8/9xwA005TfPTSS9yy4m4eeWQ58HvjKh7m8cfrqa29gbVrHwYgN/hvMs3DTDrq9Qd8SM/87qfSmiSYLsgQXgYZZNAn0MlVy9IGveY/J5LokrG5aOnj6FFHutu+3VFjwZHurrsOfnj7AThvKsurq1tlSLgeKH1azML/VvlZHrziHWQmwT5EjT0PmMrllw9i7lyx1+mwsYFhW7LTTgmInQ7hJcl1oWTnhp+k50475SfpmQlXQO5pKNSP/MKxFFxbEk3tXPL88xSuWRPNsWLPpKMJOP+KK/jlHXdw+dM/5XOfG4dM49ZYwYYN+znvvDsA2LTppxQEAvDkk62lPPNPxXHkmKqsW82F9KyG1tsSAySDXkF4ycyPNb97BR6bSQB0nN2774qDQquxYJDdzR/DORew1Fa7NALA7UBgzx4umX86AK+99iIyX/Q4osZeSFHR+Vx3ncyyuuACGD7gEDTYrmDNCG711VS5EpGc37pORDK2PS/i0/uYaq72xYQCAyksO5/BJSVw9tkEyss5/8knGdzYyHv2MRuQ9LfjH3yQz07ZwJ49r3HGGU8itZ51zr2/U10trqMJE37Ali0/5HSIJb3sbLkonc4ZnPm39nY/+x34FxBKB9JTdGpNi7RB2hOe38wJ83uyU8bCYZkpoePs3n5bvLFNTU7uySjZVVTwWGMjtcYxCoHbiorY+9Y+ho2B5mZtW6pCcr+dC0zn4osl4eXMmTBxwik54f6W1rY6t0TnZ7tzo4uJzu90cSZwxBCf+7cp9WniCwaHUTLnSvpJYQzK/vxn8ivFQfEmkivwDSBUWcnM8sFYe2sYNuFJGhtvwYnXewOA+vq7qKj4MVVVBuk1NsrD1QGDOTmx99YYXJJ1Wpht0wHpcZWdi7QnvGSDif3aQuzcWDNMbPt2CT3JzxcHBdhq7DkXtCK7UcANF17Iqw+9ztTiQ8DvcJSwIcCFwCwWLAhwzTXioBiecwBqmmJVV2g9o99PjXWjm4ku3um9yM38G7rso7mfSXw6zVVhyUQKFkp698KVKwGYtmwZbwDv2UtLczOzhg9n36ZNXHT7L9m8+bvEzsV9i8bGu5g8+cds3/5DCsJh+POf5WG/9ZZcgC5opC8mPz/mnrfFaZEOqm1n17RIF6Q14Xl1qmQIzoTpldWJAKqrnfxywaCEnvz0vuOyw3lTWdrQEEN2o4F/ufxynr1tNddM/RBYikgZJXaLqeTlTefGG4U4p0yB3IaPYG8olgnM2f3uie6dFGLSXYhn53P/lUhE+ObYMVnnlvZa8ocxat68qJidW1zMlEcfZWBzM+8gd/pZ4LKpU3n9mWeYteQB1qz5d0Sy1niL+vp7mDr1B/zjHz8lt6VFsjLs2ePk1NJpZPTFuc0IBrxseNDa3pfKpJchvDRCMgkBzO9u8nPbj8wQFD03NjtbJLHFixH9E1heXR1jsxsN/MucOfxx4Qt8+ZodwB8Rx8SZgBSpOOusC7nxRpg7FyaWH48tUmO+VPHSmXSxI6Kr0NYYPi9pr6kJwuFcSqf8EwC5du3aiY8+SqC2lirkjq8Gpl9zDauXLmVO1o9Yterf7aNq4nuD6uoHmTnzDv6+8j55BmvWyPPQ00G8noH9O549DxJLgamEjJc2zZAopi7Z7Cc6p2VDg6R40mQHEg93550SVLzanhdremNHIZLdHxe+wJe//A6wDPEhlgGzmDTpXABuvFGcE6PzD0CNUapMk5x7MnsPEZ07hrEz4WXDc2/XbbS0B7HSnk54WlwykYIFkrZ57KOPkltVxRtIufpXgOkLF/LiUph18kcArFljqrh/Z8OGofzL7TfwhzvvlIe/ebPM8w0GnaSBgwY5z8TInuxFetBasjPbpiIyKm0awi/ExGtEdZOdfvkOH46dTbFzp7xc5eUyN3b8isVsefzxVkHFhYjN7tnbVtuSnSa7ccAsLr54PDfeKG2vvBKGq31QZ5OdSXRtUV+7WKrr6hc0nnPDVHXd23ReBLsMr9j/ho9m+Oc/DwMGUPqb39CvspI3EPV2PXDZwoWsfiYPgItCD7B5s+nMWMHjj4+gvHwOd33zm0J6+uHrtNB5ebGZUo0L9LtPXpJdKqu2GcJLA7g7TzKSngl39hNtt9PZij/5ROatXnedJAKoW7So1XSxAOKNffWh122b3R9xyG4Ol146jptvduquFoQ/1nqZt1TnUUw6oYMijeFFfG7Si2eyPHpUnEknC4dx+rx50L8/o3Jy6GdL4Zr0Zl1zDQCvb9rEsHm/pLHxOpywlYe5++7RTHjmSq7+Yi08+qiI+TrTilmgXD8fj0QDbqeF+T3VVdsM4bUDSqlaoBmZAR+xLGuyUqoAyd5YitSk+UKiYtzJIl58nbndr60OLNa5KvfuddKy64L3M2faKZ7OlKwnbtwO7H1rn+2NXYpYkESN1WQ3dy4MDn0kOzQ1OW+zSXZ+kp2JbiS7rlRpvZDIvjdggH9Kv6NH5XlFCgsYZWdOLgFObdjAKRz1FuDqqVPZt3cvavhvgeuMoyxm3rw/UFt7K6M+/DB2+llNjUN6HqUfk3VamG1TCX1Vpe2s/zzDsqwKI6PCncDLlmWNAV62f3c63OSWyCurVVmtxppFd/bskTaTJ0vyThYu9Mx6cj0SVDxmDEjoSR3ioBA1Nobs9EkiEccTaOZcTyGyg557Mf00d9NROmhQ7O0bMEDCWpqa4KPQYEkX/81vMmrKFM5HipM32ctqgLIy9uwZBPzYONNBLGuxZKb+znfk4WvoYExd5LelJdYW4oFEwe6pRnr9klx6E7rq/1yDM6P790i+y06D30wK87eXV1Ybv0Mh6c9G2QVaWiQzycKFkqm4csOGmHx2M+2l9OmnuWT+6XZQcQ0iV3yaSZPOjTonomSnT+on1cWz1fUyNTYR/MIM9fqcHEkv1b+/cxtbkd6cOfCNb1BaUUEFYmctRKS9tc3NnP65i3n66XOBrxpnrmTDhmf54SPD4MtflkzJZ50lBsNdu5wK6rospUF6XpEBXhpGKkJ7aZNZehM6g/AsYLVSaqtS6iZ73XBdi9b+HObeSSl1k1Jqi1JqS6Od+TaDDDLoPiilklp6EzqDwKdalvWxUmoYsEYp5ZXotxUsy/o18GuQBKDJnsxLLfDz0rrbameFLr4DorUcPOjktvtM/qscuOeemLTs5UiKJ5BEADI3tgqZQTE1Gmd35ZWGg0JLdpC8dNfHpDovmOEr8by3JnSyh+zsAk6fOxeOHmXsz35G2H7IVUjygS2VlXy28t+4+eaf8sgjO3By6f2Ge+65kJmbruSS2W/LqmXLRKqrqZF6l9qWp00TNsy+lshL6zcDqEegVPL9zSuPf5qiw2+YZVkf25/7lFIrgIuAvUqpEZZl1SulRiBW/U5DIseFG2ZxrYMHYwlP26grKqSUIlNvjfHKDkSSd66eJ7nVJOvJq8jc2AujMyhmz7ZDT0yycxOe3zQxyJCdATfpJQNNelnDhzF8zhwIhZj4wAMAHGluphqJxBv24IP88qWZ/PWvd7N795dxsiY/zG23/Yg3Nt4mP6ur4bXXpIN8+KHUuS0qchwYPjMwwNtel4pe2gzhtRFKqUFAP8uymu3vs5Dc288ihpL77c9nOnqhkDjzifnbK+4uFHKqB+rC9eGw1HWZP1/qxm6pqoqpLvYlgO3bmZ2v16zD0930AAAgAElEQVRGsp6cC8yKzqAYnX/AO84O0obsuttLGw+JApXd0N73vXshp2Q0BVddJWlvgPN//nOOIOECbwCjrriC7Z9YnHba94Hv2EeoYtu2F/nxQ3MAuOtznxMjb0ODY+w1U8K7RM94oSh+QfA9SoBtkfB6ETr6j4cDK2w9Pxv4o2VZq5RSm4E/KaW+jiS2+HwHzxNFoqBiN9zOCt1/7XeBQEBy0X2m7D2OX7mI9ca+lyA1KK5eONjOVAwirI4GprNgQYB58+zpYjUeZJdM5esU6nSpQnYabSE93U6HqwTLJ5JrZ3zIbWhg4rJlhJGntxGYtvBqfvGLZ7n11mtxigIt4+67ZwAwf8eVjJ22Vebb6qprulSclvLi6NvJSHk9Snr9+jn9MxF0xHcvQIfeNsuyPkAyWbrX70dPJO0kJJLu/ObSmoSn+219vfOClJeLdMe99/IKThhKIVJd7KnCW+0aFDotu2Q+ufjiEq65RhIBUFvrH1QMaUF2qQo36el1bphtwmF5JGOnTJEVDQ0U7trF2MpKjiCBRB889xzfWvgnHp10A9u2bbbXHgQeB+Dee7/BHxfNF9X23XedkdIs6N1OKc9s22PooxJe6gznSaAzpLuGBonD0zGl06bB+LrV7Fu2jC3GvvMAXn6Z668Hx7gNcB5FReczfz5Mn25nPdHTNvycExmy6xD8QhTNkBW3UN3SAh815PJRQ648qM9/nrKiIkbb+1cDfPWrrF0LEkqusQpYxbJlH7K6bjxMnQpDhjjeLknPHBui4hOb59dfU0aK9uqjifptmiNF7nx8tFe6g1jpTvfXSESK0Y8bJ1PIuP9+XgV0t52MFMm+5e4Cu5TiQUSNHQ1M5brrZDbG8JwDzpQNL+nOr8P0sk7UHfC7ZWZwsluwDoVkOZA9TB7YddcxHihGJPk3wmEKFn2L731PpgQKjtvLCu6/H1iwQNSAEyecDmQGIruQKPjY3bbHyE9LeJ1EeEqp2UqpHUqpGqVUq4kGSqn+Sqmn7O3/o5QqNbZ9z16/Qyl1hb1upFJqnVLqXaXU20qpb3fG304LwoP2S3d60nlTk6iy4bCYYS6+WJaC9X/h43XrollQgsDcnBzeu/7HdpHsGkSNPR84n8svH8Ts2XamYveUMb+OkuKhJ/o+uueGphoSBSfrTO36Ueg+0NQEpyZMhCuuIHD55ZQhz/lj4NAvf8mPr3+PnJxvIc9ZYwPr1tXwl/UFYrcoKpLOYxKeWZyjDVIexO+73YJOJDylVBbwC2TUGA8sUEqNdzX7OnDQsqwy4OfAA/a+45H5fucAs4GH7eNFgH+1LOtTwBTgVo9jthlpQ3gmklUVdNzd/v2SJOCTT2R9WZkk4pw3D1iyhC040t0/ASxdyre/DaLKngTGMWLEuGg5xQsuQOw5Xna7ttadSAF4TYDv8RcyDvxIb8CA2JkY+vaHw/K4uPBCmDuXkuJimXeLrdrefjuPPw7wReMsx4EXWbIE6ShlZbI6FBLCa2x0SM+Vsbotg3OPSXmdK+FdBNRYlvWBZVnHgSeR2VYmzNlXy4FPK/F2XgM8aVnWMcuydiESxkWWZdVblvUGgGVZzcC7wBkd/dup26tt+MXaJQrg1CnEtf1u/375HgzKlMnB659l8Ppn2bduXTSh5yjgojFjeKXwC6xaVQ/sBUYA5zF3LtHqYsMHHIpN4OkVl5WGNrseD5VoA/xutZ6C5n5fW1rgUGCYPMCrrmI0UACEgAMvvsgXi15hzJgrEQFFCxJvsG7dhzy7frCMcsGgYx9Jwo7nZ35JiXusVOuB2m9JjDOA3cbvOlqTU7SNZVkR4BNgaDL72urvJOB/kv5/Pkh5woO2z080kwSY/RNkvuynPw089hg89hjbcUJPpwAsWcJ99wG8hdR1GseFFw5h+nSxfZeX46iykPZBxW511q3WpsTL6QM36cVzYmjVlvJy+Od/JnjhhZQgL0AtwH33iTTH1fYCknpgA489Blx+uXQeiB1B9ZIgsQAkl6y229A2Ca9QTwO1l5vcR/M4g3v2lF+buPsqpYLA08DtlmUd8mjbJqTum5hBBhl0HdoWltJkZELyQh0w0vhdgphIvdrUKaWygdOAA/H2VUrlIGT3hGVZf0n2YuMhZSU8t00u3hxar21mJTKtfQSDMoVs+PuvcnzFCo6vWBEtxlMOjK+o4JXsWaxbtx/xzI5AqXOZOVPU4MmT7SLZ2maTjGSXwtIdxNrvNEypL5VteeB/y7UDQ1sbQB7bgfBAseXNnEkpota2AIfWrWNW9itMmjSVSZOmYsv7wFusWBHm1Zph0nm0Wqs7lrbhuaS7RKnKelxy7lwb3mZgjFLqLKVULuKEeNbVRs++ApgPvGJZlmWvv8724p4FjAFet+17vwXetSzrPzvhHwMpTHgaHfXO6n4JEjM6ZQqwfDnViMH6AOKxOx/gvvt46CHsLbnAOGbOlH3Kymy7dcij0pjZMVKc4OIhnWx4XjAfgZlOSj8ePb2QsjJ5qJdfTgmi5tQBPPQQ992HbdKYhXht64FKli9H9tEFis2R1O2x9UDKeWs7kfBsm9xtwEuIc+FPlmW9rZT6oVJK2wd+CwxVStUA/wc7R6ZlWW8Df0KmOq8CbrUs6yQwFfgKcJlSqspePtPRv51Wb2ey5KcJ7/Bh6ZNHj8pzKyuDsYGPYPlyPtJtkVzFY8vLeXPklTz33EnEqjeCIUPOZNo0mDAB+oUOyA5eNSm8yC6NiS/doMnM/G7eflPCC4fhQKgfBRMmwLRpDNu8mQOhEC3Aqeee4zP3vQlAefmFVFefC2wF3mH58uncfvtYRp19tpOuXxOePrjPzAsTiWLyunXA6cQ+alnWC8ALrnXfN76H8ZlialnWYmCxa91GvO17HUJKSnh+ncREPO+sWbeipQVOnpRZFRMmAGvX0rR7dzQb7mBsn9wdd/DooyBe8VxgNNOmiRpbWkqsqJhoJEwzsmvL/U1V+Dkw3Oot2I+xtFQ8r5deSjEy8n8MUtvi0Ue54w6Q2dSFQB27d9fJrIxzz5XOFImICpGEhJeSaq2eS9s5Xtq0QUoSHvh7CBOlbwdnJNf9EOCMM+wM3qtWUYcTT18MjM/P5/jCG3j+eRDprpCiomFMnixOvX6hA7EniCfupxnZQax0kUoZU9oKv1ufkxP7uCIRkfL41Kdg8mTyi4oYDBwBeO45eO45blh4nCFDpgJnAUeBHaxahXSikhI50LFjQnrNzbHxeOmg1nbyTIt0Qdr06mRHQ3P+rCa8YFAG9IHVb8CGDTQhlccCyGQxvvY1li6FXbsOI6EoJVxwgdioS0pw1BbotZ0i3cnOjURSXksL8nArKmDyZAqRlyFcWyuJQ5cutedRVyBW3jo2boQ3qgdKZwoGHbuJjn9KIjRFw0+q7rZ7nyG81EBb1Nl49jtzwM3Pl8Gc117jUEMDR4B8exkLcP31MnpzEBhMUdFQJk0Sm19u5EhsJ/ay3WmkUedwz6hIFIeXLiqun9CtnRhmXN6RSK485IoKBhcVMRDx2LYArFplE96FSIWCQ9TX76eyEhH7df1as7Olk7c2Q3ipg/aI/npwPXHC6XvaWVFYaNvvtm6lyW5fbC8DZ8zgg+BEqqoATgBDmTBB2hcX44zcfh0hTb2zbiLzkvDMsJR0kvrMR+L23Joe2+Zm5CGfcw5MmMBgxIkVAaiqYmLwA2bMGAzRHCt1bNmCdI6hQ+VAXoSXoLJZygweGcJLTSTqIGb/OnnSyX578qSM6CUl0K/6Hdi2jRZElR1lL8ybx9q1OuV7gCFDhjBhgmgtBfmnHK+sH9H1EqTjTIu2QD8uU7U9dgxO5RdIlbIJEwjm55OLuKyorYW1a2W+NeOBQcBBqqrgnep+kiY7EJARVo+yJtklodq2ZapkpyPjtEgveKWBMj20x47J+mDQtsNVV8P773McUWWL8/Mpzs+H2bPZsgVOnDgBDKasTDSWqO3Oy1GR5tKdG14OCzOZZTrCy2luSnng2HopKZFcYWPGMBCpYxI5cQK2bGH2bBgy5CwkufdRamqkK1FSElPMJ56E11YS65Z7nlFpex7uEa894SjmkpUlppbSUuDddwk3N9MPCTRgxgyYMYOPg2OpsbMH5OUNorxc2hcW4hgBvYiuF3WEtgZ3pyPMR6alPBBNgMJCeejl5QTy8gjk5cnGmhrGBj9m+nSQGU9ZNDcfFsIrLZXOlZMji7vzeSCl7Hh9lPDa/W+UUuOAp4xVo4HvIwLUNwBdbPYuOygxgwwySCX0MjJLBu3+x5Zl7UB89joB4B6kGsrXgJ9blvWz9hy3o7FKWqUFyY9WWAgF2Yfgww8JI/aZYSBpgoCqKgmcVyqH0lIZuIuLYWDgFIQi3tKdiV7Qabwi/HtDeIqpurrXnTzpfJ4KDKTfiBFEOwCQ/dZb0jG2bWPatNNZsWIUEqN5mNraQRzKLmBwYWFsyJKHl9YPPX5/+2hNi876x58G3rcs68POrlSebDooXTrTHUFSWIgYoOvqiCARVcHopFqorpQ+q7WaVuostDYI9bKO0hdUWoglwKys2ED1gWYHAMls3NwMO3YwZcqVjBgxhPr6fOA4u3dLl5pYWOgUNtYw1do29hOz4E+Xo48SXmf16uuAZcbv25RSbyqlfqeUGuK1g1LqJp1fq7Gx0auJL5IJTwGD8HRabmQqGZMmScBpRQV1dfLci4tlNoYuSuVpv+uF0p2JHpc6ughej810XoTDyEMfPlycESUl0hFycqCujooKOO88sK2/7N9v81xhYawn88SJ9JhlARkvbXthp4O5GvizveqXwNmIulsP/IfXfpZl/dqyrMmWZU0uKiqK2dYW467uXydPOmoKSGcOBg3Ca24mF0kHREUFH4cG8nFoIKGQPNPiYok0KC62nW+md1Z/9jKC66swnRdgawfBIIwYIaOeHvkCAQiFGBj6mEmTQKkRwACamw3CCwadOrUacUJT2uqM61JknBbtwhzgDcuy9gLoTwCl1G+A55M5SEdGOrNf6e/9+8ugXZB/SmaLnzxJAKLeOIm7c6aeFRc70l2/yHHngO6H3ktCUdxwx9/1NklPBxubn+AMkscj/cjNzxfSA+kMeo5sbS3l5adTWgq7dg3i5EnpUqfyC+inZ1y4Sa4dKm23oo+qtJ3xjxdgqLNKqRGWZdXbP6+FaEGwhOiI2O8eTHNyYNAgpGfaldNzAwEYMwbKyrSGC8Bpp0n/Liy093FLd30A8Upd9mZoKS8SgdyoSoB0CN1Jmpqi+RDr60XF0zlAC3Qsns6kow+WBFKiTGMfQ4f+sVJqIHA58E1j9U+VUhVIXvpa17ZuQXa2aCN5eUhHPHbM0VtLS6GkhFCN07aoSGYKFRaKZzdusLFe38vQ2yU8aC3daURNb1GjL/Kpv4dClFRI16mpkWY6HV6U8Pr3l1G2g+i2nHgZwms7LMs6glQeMtd9pUNXZKMjD13zUzAItNihAoMGyXLmmVBc3KoGT1GRtA8EgDB9rjP0drKLhyhPBQLO7InCQrFv2KEmeqzUCY+j4U+6/YAB7T5/j2Sa1lXL+hh63VttCmTBINBke1vz8qKG6SOR3CjhBYPSr/PzW9ue+4p0Z6K3k52XlBfVQKOdBukQhYXRlP65kSMUFw+kuDg2yTHFdvtAIPXtdiYyEl56wO+FNH0JWrsIBJBOGAg4HXj4cJqbnfZ6dX6+NIuOtH2wM/SmfHhtgX7Up+hHPy315OeLnUM3aGmhuHggw4c7JpMTJ3CkJJPwfPpOSt3bDOGlNtoi8muyy87GIbzCQtFHioo4diyW8PLzRdttJeHHm2HRC5FSL2QXwi3lxfgYdCfQov/Jk9IwHGboUMeJ27+/7eHVB9GGvSTR47NbMoSXQQYZ9BlkCC810N4RTocXmBpGbvYpeaiDBomEN3QoBINEIjJCgzOQ5+UZEmEf7Ah9Gaakl6t/6I6hPfyRCHl50o0iEekvWVlwKjsXwFGFo6pFiiNDeD2Ljnplze/axhIlr7w80T+0K9busCDqr/bOtnr+KabOpnvdWEgdtdkdiByzAZy4pmPHoqNjMChjZiQi33VWKLBjPM3BMkX6jC8yXtr0hg4t0FmOtcRHdraM1FlZ0alA2S2OM05HIrQivBTssOlOdpCaXuAY0jMJLxiMcUQEgzJmnjzp49H3q3WSishIeOkJ94CalSVLNCxKe2j1Z3Z2TPQBuAgvQmuRsZuQKM13X5DwulMCNIku+pjdhGc01mOn9oPFCEjmj3SYh5ohvPSGfnYDBrjMcNoWE4lEiS/rqFN0ClzSnedb0HVwz3BIdru5PlWJ0K8wkLndvc69vavJz/dx61HRGFH1mGlujmnfDqLrMRU/Q3ipiWQ6g/u5RfucVjO0pdlmNndQ/IABrtG6GzuC1xxWc51frQl3GxN+7brq+v3i9/xKQMaL9/Mjx66E5+PWHcKQ+LT/y7QTO/tmx+6TDmSSDtfYyUi5f9ze2CRfW3F0vpiz0SvNV0effTISl9d6P3LyknT8SM9NlF6lF5NCOEyYgW2yZfuRU6L/6Xcv2kqKXus6RWrSjOa6GUOGxJEIO4FAuk1Sz0h4qQWz87o7c1uOESGXiBTeI9tecjnu0To75rxtRTIvXLwX1b3NS331IwMv1TDeOf0QZiADOYIUsuwYEv1Pv3uh941H1vEGDr/t7blu3W80cjll96aoh4O29huv59oj5gidALSPIaUIr0MqmDsfWXY2ZOfS0uKUGujfX7xs0ZJ6Gnok78CI52eH8mvjXud+YZOR8PyOm0hC8oP0/7a9BO1Vs5MhM7++4LU+3rnbA50c4OhR+T1gAOQGkbm1ulaxYdQzM223RdjzG7y6HBkJL43hLoBs2+si5BIOS1oz7bMYMgRyw+HY4itmJgG61WcR09mTtWl5vSReBNgdNrBkHC5eJOb3kvs5ZroUHg9cdxFzXBwciDiJ8LKzHdswEInkRnlQI5n+06POpgzhpR6S7vRmRRb9O9vpn3p1YSHkRiKxCRsNO587e3JX94n2ei2TkSh7Gom8y+2V8DoVrR54bvRrS4szLkraMDsJXlOToxXYOfN0IakTJ0QaTHkuyUh4GWSQQZ9BhvDSFO5q7zFlywZHB+WWFiPmSg/fuj04UfXktsqk0V39IpGklqqSXFuQSGrrVhXPQ5w3FQVTe432m1AIGhtl2pkRzHn0KNEsPG57Xkqijzot0v8N0jCJzyiIrPtoU5P005YWe2VzsyyaDV1FlJMsS9CtSMXg4rYiJUnb9dx1F9KE19JiN2lpkY60f380MajGyZNOF9I1klMe7mBpvyUJKKVmK6V2KKVqlFJ3emzvr5R6yt7+P0qpUmPb9+z1O5RSVyR7zPYgqd5n15fdp5TabqwrUEqtUUrttD+H2OuVUur/ty/yTaXU+Z1xoXHhHqntHpudLZ3P7KdRX8Xhw7LoIj8eVePjVNvrEaQkWbQRKUPaPg/Xi/DsGlCyorFROlNzc8w8W919OqPPdMtz1iptJxCeUioL+AVSwXA8sEApNd7V7OvAQcuyyoCfAw/Y+45H6lqfA8wGHlZKZSV5zDYj2Tv7mH0xJu4EXrYsawzwsv0b+wLH2MtNSJ3arofZU+2lX+Q4J09K3zT7KdnZTjvXMO5WSTLoA9AP3FZptQKgu0U0YWxLi4yaTU0yWEYiHI/043ikn9ntYuojtwXdOhh0IuEBFwE1lmV9YFnWceBJ4BpXm2uA39vflwOfVkope/2TlmUdsyxrF1BjHy+ZY7YZSRGeZVl/Bw7E+QO/B+YZ6/9gCSqBfCUVjJOC3+jWps5gqLVZWdJh9++H+nr5jKbj1vquqda6DuNlGuyt6LF5nd2NOA9Vk5YW/rXm2r8/Mmo2NAjh2TEo5jjbFlW2x+9z5xLeGcBu43edvc6zjWVZEeATpACY377JHLPN6IhJdbiuP2tZVr1Sapi93u9C6+kE+IapmJ1YB0SFw+TkDIw6LiIRu2J81EGBE55ix67Isfv1yTyg3Rb3lmqwH/Yp+kXHPG33DYWkMkBeHrB3r3QgPTjaqiw4FhGdvMILKXVv2+alLVRKbTF+/9qyrF+bR/PYx3Kf0aeN33qvEcF9zDajK17pZP48SqmbEJWXUaNGdd7ZTedFSwuBQAHgxFQ1NMDx7IFOZlttkY6xTjuxWBo94bXtCfR60nNLdy6HhbbxasLTY+fA7OOiItQb43YgEFvBjPTRAiwLjkeSljKbLMuaHGd7HTDS+F0CfOzTpk4plQ2chmiN8fZNdMw2oyNy9V6tqtqf++z1yfx5LMv6tWVZky3LmlxUVORxYR2YYxiJSJxAS0t0xpgmu9paW8rT4roZTGqotWnjaeskeM2A6DOwWUqbdLVvwpxFRkMDfPihfB4+HJ1aptt7+LySRk/cb8uK5fx4SxLYDIxRSp2llMpFnBDPuto8C3zV/j4feMWyLMtef53txT0Lsf2/nuQx24yO3GnzD3wVeMZY/y+2t3YK8IlWfRNfTCdJFidOiOGupSWa+zMclsG5thbq6nDKlUUiQnZ6sb27+jBeDz9dRvG2wC9xQa+Cl3RnBMwdPep0g/37hfQiETvcrq7OGS3DYTHq5edHo5s6Qng9gc4kPNsmdxvwEvAu8CfLst5WSv1QKXW13ey3wFClVA3wf7CdnJZlvQ38CXgHWAXcalnWSb9jdvR/J6WcKaWWAdMRXb4OuAe4H/iTUurrwEfA5+3mLwCfQbwtR4CvdfQik1Kz3HqmrZ/oAtsA4XCYmpoANTVwSVmh0/bgQccY3dJCdr6YI0+eNKrS93K4p631WtJzwwgtOXxYugBId/jkE5l7XVgI1NTAzp0cD4fF4GEHHh8+LO1PnGidQi8R/KbWdQc04XXe8awXkHffXPd943sYhyPc+y4GFidzzI4iqUdjWdYCn02f9mhrAbd25KLaDK8Z27aq2i90gPz8ArvGxWFqawNUVwMzS6VdICAqSkODiIChELml4rgAR7V12/B6my2v10t4bvHcJb6cys4lFLLNHTi+iUAASkuB56uhtpYwkJuVBfn5HAj1i/q8jh0zKt/Rsb7RXfc/nSTSzkIvemUzyCCDZNHZEl66ICUJz0+l8jSo+4lb2uXW1ERxcYFdlvEollXPtm0jOJJ/OgAD8/NFGmxogD17RMorKyMnZzAnTzpqbcrPjcwgebilvezsqFNrtx1QpU11+flwev4RqKriAEivzMuD4uKon8s8FDgV87z6SqfEmXYCTp1qFXbaJ5Dyr69frQTfDpKd7Rje7GR4xcVjGTpUN2jiH/8YQVWV/LqkpET01lBIDNN790IoRKBwsOfcSLMT9za1ts0p4dMFblHGtMjb3tZQkzPmgXwPBqGkBKiqgm3bOAQEQYx6NuFp0kgUp5tq97SvSngpE3/QoYyvfpHhNuGVlsLIkSDxdSHq6w9SWQmVlcC4cTJiNzaKF662FpqaYhJJmFOFeuOMi540nncr/FztgQBNTc7jt7sAwSCUlwOVlbQ0NNCCLSGUlEBpaZTwTElJj7dtyXjcU+jEsJS0Qdr06qQ7hk69DVHCGxw5IIZnBgFHgY/YuBE2bgQmTYLCQqlSoHt7fT39wkfIynIeuk7u6CUspDv8Mi2nPbzeWPfbnJ3NkXC/aIymXizrBIWFUFEBbNzIPuA4dgL8M8/kQGQwTU0S7qnTwLelSkBPDzKdHIeXNkhZwnPXddCIq8q6F62q1tZSXg55eYOAk0Ad69fD+vXwXsvpUFYGQLi5Gaqro0O8LucYiRC15+nfvakj9PTL1y1wS3f6uyHdVVdDc/Nhmpsl1qSsDE5veQ/WraMJsd8F8vLgU5+itla6lu4XyUw/TcZ+110DTYbwehhtfdCezgu9mOX1Wlqgro7ycs1rA4C9HDy4i4MHd7FqFTB5Mtk5ORwB2LkTduyAurqYOsympOcV4ZDOiFcVLW2Jz3woftPJsrMhGKSuTsiupgbgEHCInJwcJk8GVq2iIRQihD3h8OyzobycurrYsij9+zsSnpvwUlFa1k6LZJbehJTqzX52vDYFHZukl5MjT2z3bsaXnxL1hCHAYSSw+x1WrgRmzoTSUo4DLaEQbN8Ou3bRL3SA/v1j3xNTyutN8Cu4k4ova7vgRXqBAAdC/aitlUd+8OBBIAyEKS2VbsHKlXxkrw0CTJrEqfLx1NVJ18rKkkXXsYjnoXWjpweTjISX4ojbQbwkPJ0Gav9+2L5dRmxK7B0+AD5g3bpDvNkyGioqyEbGd7Zvh7ffhoaGaDCp2QF6g5TnV0XMPeOiOyugdRq8VFcP2x3BIA0N8ri3bwfYD+QAOVRUwOiWNzmybh12LDKFABdcwPbtTiW8AQNk0d0tkcPCbxDp7vubUWlTFPHseJ6dxE14IMaW6mqmTIERI4YCg5FcB/uAzTz2GDB7NkFkLtyhxkYJRaipYWD28VaO32PH0t+BEa/0o5eElzaSntdD0G+uqaNlZ3M8eyA1NbBtGzQ27keGuyHAEGbPBh57jPeAEDAQGFxcDBdfzLvvOlnFzK7m5bSI21fpGfsdZAgvJRAvU0fSnUFLecEgDBokvbClBWprOb/8CNOmgUh5LfZSJYS3cCGB0lJOAU0AW7YI6dm2PA1Tte1NnaK9xbtTFoneYNt2V1UFW7eCJPk5yVlnDeKsswaxcCHwf/8vHyDqbCHApZdypPx8amudaWfBoLO0oQREj9/jDOGlGNos+pu9TQ+3eXl2qlokqHjLFhm5GYc4LwYAuzh4cBO/W5oLV13FQGScDzU2Cum9+y4F+adiDm+qtm6kYwfxc1ikHfxuvoez4lR+AdXV8ogbG/chw9xg5s6FuXMhd+nveCcUogFxVpQAzJ7Nli1OcLJJeKZC0dbg416QHipt0IvmCWSQQQbJwrJ6nwc2GaTFMN6ueDw9/GqvQygEb73FzJkwcmQJMmaXICP7qzz4IHDjjZwOREAM1YLZH6UAACAASURBVBs2iL5TWxtNnweJ1dp0GxV7ReCx+wHEE1fy86mtFelu40YQB9ZxoIwbb4QbbwQefJB3EGm/ECgcORJmzmT7dulKWVmx6qxfSAqknv0O+q6El3KE11Y7XlzHRTBINANoJALvv8+o8HvMnw9S+W08orC8RXX1Zl6om0g/W609AOwLheSN2L6dgvxTFOSfih5K27+9PLbu7xl0MbxuvPnG6odlh6Kcyi9g+3Z5tAcPfoiUWxnMVVdlMXH3X5m4+6+8V11NLaICjQKYP5/3wqOoqXG8s/n5YibWpuJk4u9SJbYxQ3gpija78N0SnimaNTRAZaVNeFPsZQRwEFjNokXA7bdTgkh5dQBr1sik25oaqKkhPz82TMXtsU3nDpL2iQPcZGcSnQ5Fyc+npkYe6dq1ADsQ6a6c228HFi2CRYt4A3FpFQDlAPPnU1np5MvT3SovT5Z4Eh6klv0OMoSX8mh3eIrumcGguNaqqrikbB/XXhvg2msDwLn2DpVs27aJ1ZHLGDxjBkFEyqsFeTM2b4bNmykIHImZqutWbU2kQ4fxCjvxisNLWfjddLeEBxAIcCRQwJYt8kgt6y1EuhvCjBlDuSyymneqqninqopq+3ClQO6117L37EuoqpIuZI6j6RaOopEhvBSCe1pTmzuHGZoSDMLQoY6UV1sLa9Zw/fVw/fUAl2IHHQDPctttwKJFlCJzJ+uAls2b4W9/k6W6msLC2MTKpmrrR3ypimTj8FIS8ex27rlR2dlQWEh1tcyh3rz5ICLdnQTOFen+ttuoBCrtQw4GJgBcfz0vvyxdB6QrFRY6kU+DBiUXkuKV5qwnkSE8DyilfqeU2qeU2m6se1ApVa2UelMptUIplW+vL1VKHVVKVdnLI515sWYHSZhOyiQ9s4e2tMDWrVw9/RBXTz/EjBlnAufbO73Dzp1/5anGyyiYM4d8RMr7AOC552TZuJHB4X3R2Dy3aquRTqSnkVYqrZ/BVJOd+40NBtl7dDAbN8LzzwP8A5HuhjN79ggua/oTr+/cyUdIgRaAMmDYjBkcmn41W7Y40p0eP4NBmVnhN7vCb8DuaekOMnNp4+ExYLZr3RpggmVZE4H3gO8Z2963LKvCXm5u/4Wd8nVgJG0M1na8oiIhPC3l1dTAypWwcqVIdMxB16KFp/jKV4CHHqIcuUF1QF1DA3UNDfK2bN5MSQmtHBjHjkmqILcpSSNVSc+rRGNPSx9x4eekcL+p+gEEAlBSwtat8vjq63cg0l0WMIX/+i9g4UL+bpwiG5gMcNttrFypEwvAaadJdxo6tHX8nUYqTB1LhIxK6wPLsv6OCDrmutV2GTUQDaCkC64tBh12XthZagkEJNmnnQH0s9MPMGNGGaLaAhzkxImHueuxsQy+5RZOR4zXNfYSXrMGXnqJftvfjKq2plDhZc9LddLzqlaWkpKe3431Ume1k8JWZd/c3o9Vq2DNmsPAG4ijqoybbx7K2Mfu4vkTJzCSnzABOH3GDA5M/yyvvSZzZwMBGDFCupLbUZEuzgqNDOG1HzcALxq/z1JKbVNK/U0pdanfTsnCLeUlsut5po0yCa+4WHSQ6mpZli3jzjsBrsWR8l7kJz/ZwYH7Hub8QIAgEpfXgORY4cknYe1aCiL7YmLzvIQLrw7T2zpRt8DvpnnZ7HRb27Ow90QBa9fKY4NNiJFiCIHALH65+AB1P/kJW+zDZdvLJQB33smTT0q2sOxsp/to64gXyXk5K9qdBaiLkSG8NkIpdTcQAZ6wV9UDoyzLmoQU2/2jUmqwz743KaW2KKW2NDY2Jnmx7ZTytB1P99hgUGrRHjwImzYxq+QdFiw4k1jN/SFJD/T730tYgo0PgJrGRvjzn2H9ekYVHzfq3vo7MdLRppcy8Bs14jkpgkGOF4/iePEo1q+H5cuhsfENxHYHMEXmUH/606w0DjvZXoYtWMA7JbPYuFECjQcNcrqPtt+1R7pLFc93RsJrI5RSXwXmAl+2a9FiWdYxy7L229+3Au8DY732tyzr15ZlTbYsa3JRUVHC8yUj5XmGApikV1go9Qi0lJeTI8aZ5cu5916AryDZMgDq2Lbtdzzc9AVGX3VVdF5GC2K0bKqsFDtgZSWlpaLenDgRa88z08JnSK+daCvZaZtdaWm0bskzz8Brr9UBmxFVdhxXXXUeX2z6BaurqrBrbxMELrMX7r2X5cule2RniypbUhIr3SUTipKq0l1fdVq0ay6tUmo28F3gny3LOmKsLwIOWJZ1Uik1GhiD7eTMIIMMUgd9tWpZQsJTSi0DpgOFSqk64B7EK9sfWKOUAqi0PbL/BPxQKRVBApxutizrgOeB2wDTjteuso1utbakxAmZr6uDjRsZe8FfWbz4Su6+ewHwsL3zCm69dSoLP3mWaacpQGbeNgBvAtOWLSO3uJjc/HyKSyYSiTgFXeLFZKVqqceUK9PoJxInku6Ki3mzOleyWQPLloWB9cjYOwKl5vPs0kPUnXYbrxqHnw7k3ncfAC/UjGXjRjnsGWc4ioFbnfVDOnhqM4TnAcuyFnis/q1P26eBpzt6UV5wv4z6u5sAzaDlaKfTvVMTXmmpQ3hNTVJ9+emnuWvJDJYvn8O2ba8CduFafsiECU/w0UsvAXD+FVewHonVegOY8uijMHQoBQuCnBg+mr17hfQSqQKpSHopT3ZuwvMhuw9CBTz/PDz6qN55NeJuygVmSR2TCRP4o3H40cDkigqO/O+7AVh+m3SLvDwp8VlaCsOHE51a2F51NlXub1+V8FJryEkSbTYGm1mQ8/Ol5555pizFxdJm2zZYsoQlSwC+Zex8iN27F3PLilncsmIWo+64g/HI7Mv3gDebm+XNevFFhqt9FBaKaVCTntum52cQ7oudzxfuG+O1uA1NdvjJXmsYq1bJI2luXk9z83rEdncUuIQ77hjPrJXf4snduzlinHIuwC9+wX//N/z3fxMt1K7Hx+JiGDLEfyqZCS+CSzXprq86LVJArkgeppTn9d3drpXEomPyRoxwcnTv3y9xeQ0NsGoVl5xzDj/4wZXcc883gN/YO1byyCPLAbj86Z/y2SkbCFVW8h4iNwRqaxn76KMwYACnz5tHpLAgWrM0HnQMn5lYVK/vs0gUZwe+ZHcgcDp/XSlkt2vXZiQEBcRRcSEXXzyHn075Cxs/98voXFkQ33zBD37AC6FLsAV5QiEhubIyh/B0oLEJv5CoVE+51VclvLR/tdyk5ibB6HbNItqWN3Kk/N6/X8ju8GHYtQueeILvP3Qha9dezYYNb+HMrPw9AJ/73Dj27HmNmeWDaWlupg5RfnOrqij9zW+gf39GXXUVIIWaIT7xuUkP+ijxJWuvA0+yO5Q/ilW2Grtt21vAy9j5boBx5OV9lVeXf0ztGZ9jrXGacmDKpZey95vfZ+n/dubLBoNCdKWlYr/zst15kZ2fdJdKZAeZBKBpA7cDw1yfUH1wh6gUFkqPLiuTXg2SFfJnP2PpUpAwwyGug9zFGWcchpoaZiFpB/Yh9ryPKivhV7+C555jVP6h6Cm0itvSIsvhw7HByZAaAco9lto9EdmFw87N04uL7J5/Hh55BF577R3EZvchTpLXG9i5E8JnnMFjxmmCwHUAS5fyH/8hj17jjDMc6a6wMLkEAfHseKmGjEqbZvByYIC3R7eVA0Pb8sDRW0IhCUS2s6mMOvMXrFx5K9dcczfwHdfZv86wCU+yb9MmLps6ldXAxwjp9duwITrPbtScOfYp/VVcXdPUDVPN7S5Jr9slkXhEB86o4A4K0w4KW41dZZPdhg07ELKrAYYBCwHYtGkww88dxv2u018H8MwzPPz8KNauFR4tLZVtY8ZIt9COCl13VsNvcE0XSS+j0qYR/EhN/wZ/L26U8DS0lBcKOcuePfDUU1z93VI7VOVbOKEqAIdpbLyFi27/Ja8/8wzTr7mGV3AUqFMbNjDqxAnxVACnz51L1vBhUQ+uCf0S5eTEruvVtr144qxbhTUJT7exvbF7rWFRm50j2e1A5O4v8cwzZwJwye0XsaSxEVODmwuU3HcfL2RfzZNPSnTS0KFCcuBId0VFsSncTbjtxu7vbjJMFbKDDOGlHZJxWpjwDFMBR709+2xobhbCC4dh50741a+46/6zqK6ew+OP19tHWmF/1rF583eZteQBVi9dyvSFC1mPkN4p4FRlJaVaIjl6lOFz5pBTMpqGhtaRFF7ws+11Jel1eRye3xuWTHwdEJ3DZ4eeaG+s2Oy0ZFcILOCJJ8Zx9ZJZAPxu8+bobAqQebKTv/IV3rn2bh65U2ZTBIMi1ZXb8wjLyvxV2WQSAiRMX9bDyBBemiKR08LTgQGxhBeJiOf28GFZWlrg3Xcly/H99/OHhx6itvYGADZs2A/RRELvsGbNvzMn60e8uBQus0nvYyACHLdjG8b+7GcQClFw1VUEyydG65qadniT/LKyWudY6w5pr1vJLl7oiSnZmWRn65tvVudG4+zEG/syYrMbBnyJJ54Yx5eWfoY/rFkDOPntQLKgzLr0Ug489Afuv92x25WWwoQJMu6BE2Ssa0BpuKU3v9/ubalGfN3ltFBKFQBPIcmja4EvWJZ10KPdV4FF9s/7LMv6vb3+AiRF3QDgBeDblmVZSqkHgauQCLH3ga9ZlhVKdD1pTXheDgw3sSX02oIj5ZkG8qNH4f33JT3uokWsXSsq7Xnn3UF1dQtisQOoYtWqf2fWyR+x+pk8Ztnq7T6jRbi2lokPPAD795M7bx5jp0zho4ZcQiHnlF7k5gU38SVq3+NIZKfT372ITou0+fkcLx5Fpe0wX7nSibOT0JM6xDmxkGeeOZOrl8ziD2vWtJrTWAbMLy+HtWu5+9vyaCMRkeYmTBDpTtvwvObMxiM39/ZUJjvoVgnvTuBly7LuV0rdaf/+rtnAJsV7kLwNFrBVKfWsTYy/BG5CwiVeQKKIXkRycn7PsqyIUuoBZPZXzHG9kJoupAwyyKBL0Y1e2mvQMV3yOc+jzRXAGsuyDtgktwaYrZQaAQy2LOs1O0HJH/T+7c3JmcqyQVJw250SemndcCcJLS0VW54OfaithRdfJDf4bwBs2vRTJkz4AfX1dwFv2QepYs2a73JR6AFe37SJqw3PrWyFI83NnP/zn5Pb0AANDYyaPp1gyTCamhyBpsXOQKkzKQcCjnqrL9VLpU1Jp0ayKqz+bUp3GvYz2XuigPUrJOsJ6LmxqzGzn8ANbNo0mEtuv4jfbd4co8aC6FMLi4th06b/1975R1dVnXn/82CIEQImIUCQQEHBSREtaHDwVwcsIrZVsTqjrjLitH3Vtqx3MTO1S4tLrUMdVn1d44xaXE7HoeoqjMuOFn1VFAen0soUEFpSJhqqsUQjJkIKETKA7PnjOTtn35Nz7o8k5Me9+7PWXfeec885d+/743ufZz/PfjbfvaOYdevCqGxNTWjd2cI9SYEKS6YobfS4gUYfWnhjjTHN+pqmWUTGxBwzHtjtbDcF+8YTxgLd/VG+hrrNGRlIP5FuExW5pIBGogC6qSr2R2dLF3d0aGJyMBO9oqSELVvuYcaMe2lpcUVvJ5s3f5MxC1fy0Z49LJwyhfUHDgA6Zb0eOAictXo1le++C01NVMybR9n0s2hqCsf0INXFLSrSprjjenEBDRgAwpdLUCJJ8CDMlayu5rd1Q1i/XuvZaYkn0EIAO9HpYrMYMWIxDQ0w9swxPNTSkhKgABW7G0ePhq1bufOBCp59VmNTY8eqKztjhrq1dtwOuopdphy7pOGVPBG8ShFxshR51BjzqN0QkfVAVcx5y7K8vsQ1Mc3+8MSuNTnTkheC55Ju/C46lgfOP7AretXVqcXtPv00LDawZg2nANu330Nt7b00N99FOFrXREvLdcjYf+H99/cz7+rzANiyaRM70RHbDuD0TZuY8vvfQ2MjQy69lImzZrG/bEznzAzX2IkrMhkndv1q8WUrdPZxXNa17VSQX7fn0Ei2vgQvvaSVirV45+bgwu9gCwGcd95l/OrpD+ioGs8KSEk9CTJM1LLbupU7HzmFNWv0o6yqgjPPhDPOCPPOTz45DBxlClTkMo43UMlB8FqNMbVJTxpj5iU9JyJ7RGRcYN2NQ4e3ozQBc5ztauhMeqiO7LeOk1uT8wu2Jmcm8kbwkr6UmSqsxE49A/02fPpp6irboL+WQPTq6u7hggu+T339fYSR20+A6xg//l5+9rM3APjKpu8y5r77eBP9tA8C+1tamPbgg5TU18OXv8zICy9kZJATsbdjWGd2jKsFEFp7tomQLH7HXfjSua12O11+nUsw5e9gSQX19XSuLqZrUPwSrVRsg3vjgPnceus0fjj732kcf3XKDArQaOw1Nsfkl7/kzgcqUsTOWnaf/ayK3ahRqRHZbAIVcdkB0ccDFVsAtA9YCywGVgT3P485Zh1wr4jYaU3z0YDEXhE5ICKzgf8CbgAehOSanJnIG8GzpEtHcR/HjsHYb3lgZSQSiF5FRwe/+c0PmTfvVl5/fRRhjh7A97j66sUA3HLLD1m5bh4TL72Ujejf1tvAfmDKK69QvWMHXH45/NmfAVAxaxYVU6awt21IZyQXUi0+V/ggFMW4cb5eF77uCp273zVby8o4VlbBrl2aJvLaa+7qYm8S1pDV5TRFruGll2D+s99i49UrU+bGgubZzb/oIl1tG/juHVobzxW72lq9t1PH7EyKbJZbjIpb9NiBLnbQp2N4K4CnROTraIbQnwOISC1aL/MbgbD9HaEJf49TR/ObhGkpLxKun/MQ8TU50yJZWoLHldraWrPl17/u1Wsm/eNmkz+Vkp7S2qqZqf/93/rc1q1QV6cVVsrK4LLLYPlyblhawRNPvEjqjAzLbCZMWEZdHYxcdAXvPPcc9Wi5+FLUTj8VKJ01Sw+fNw9mz+78Re5tG9I5xudae+59NLgRd++S6ypbne9L3Ha6VJOo+DnzmY+VVQAaF6qr03Ls69fbRbJ/g86a2IfOZ57N5Zd/DoC1T+6H6dNZs3t3StUTUP+m9i//kr0PPM6yYARp3Tods6usDMWupiZMLk4KUGT6/iTNtBioyAknbLWuaXFxramq2pLpFAB275at6VzawUTeWXiWOEsvaQwvcb6tSzRRbscONRmefx7a23n8ttuoqbmMZctOBX5A6H4BbGL37q9y8sl38vDDa/nWoqc4dfFi3uzo4AN0bG8/UL1Z/+Ambd4Ml1wCF14I55xDxWc/S0V1NQePFnPggM5Yi6YMWA/ctfqidHucL1uhSxqzsy9UWqqL6xQNo6kJ6oO8ui1b1IVdvx6M2YEKXTO6buzZlJTMZ9UquLb1YQCaTl7CTyGlnp0tBFC9fDk7r1rGiqVqKYL+b40dq2N2M2akWnY9Fbskt3YwUIgzLfLWwrP0qqUHao7U16tJsmOHzrs94QSYNQtuvpm1n36JhQvBmB8QlpZyuYqZM7/G+vVQcce32L9Sa7O1ESZFVqBW35iyMrjoIjVJnFDisbKKztxoUKGLks7iS/e4S/9dshG4KE7az962IXz4oRrM27eHsxw2boR9+94jFLpPgbHAbG65ZRQrf7AXvvAFXg5mrvwq8hI1hIUAXii6gkce0WvbJlVXq8idcYaO2aUTu6iA2X2ZIrCDQexcC2/o0FpTXp6dhdfSUkAWnog8hnoKHxljpgf77gb+D2DXV/yeMeaF4Lnbga+j39r/a4xZdxzanRNJgYvodlaWHqia2F9KSYmK4ObN0NbGFdc20tj4bRYtWsbrr68NTvhn5+Rn2LZtM6NGLeX223/EvW8t5dylS9n74os0BkfYhb/3trVR9dxzlG3aFIreGWcwZPJkRlZXMzIYZzxWMixleUjLkSMqetaTdI0t1zWOi/rmbNVFFTQoDXywYwitrdBUF7qu27bpyEBLiw3YvYMK3WE0IHEmCxaM4x//EU5f9T2aRv09z0KXdBPQtPvZF10ETz7Jj56fyJo1KqgQFgKoqQn/L9yVx3pD7Ab6nNkkCnUubUYLT0Q+j/4GH48IXrsx5v9Fjp0GrAbOBU4B1gOnG2NibJCQ42nhQW6uSFpLD/S+tVXLazQ06CrNdXVaPPSTT7SQ2iWXwHe+wz2PaI7lXXc1o2N720nlMoYO/RZPPAHXjv4PCBaQ2b9hA02oy1YEjESnxI8cPVpNlenT4U/+JJwHNW6c/oqDKpWHjw7JaHRFH3cpahn1l+MeuxcpKuJYkS5k3t6uY2atrer1u0axDn9+jIZurIQdDnpZw9y5o7jjDri49SlYtIjnjxwhzg45Ff0Xrvj+99lz853cf7+6xE1N4bTb6dP1WDteZ6OxJ52UXZ5dNmI3mITOtfCGDKk1JSXZWXiHDuWPhZeVSysik4DnsxC82wGMMX8fbK8D7jbGvJHu+sdb8CDzYHNWomfv7S86+mtuaND9I0aoRfbVrwLwq/IvsWQJbNv2Ivp/4I7vlQPXMnXql4L1NGB+0X/AAw9w7Lnn+AAVviHAMFQWSsvKUkt72NK8Y8eq+NnyvM4CDG6fo5qVtUvrHHyMIZ3/A4cOqdbbqvnBZBIaG8O3Z9cu2LdvH/AxOmL5adAbgClcfvkJLF0KFx99GZYs4dcNDfwC/ae1BAlDzEEX3OHhh3mh7XyefFJd2PZ2zaWbOjWcG2vfnqoqfc6mnhSa2EFXwSsqyk7wjhzJH8HrSdBiiYjcAGwB/jaYAzee1IGrpKkgfU5cigp0o7oKpM4qt6IyfLgKTUOD/trfeKMzWfn8Bb/jzY1LuPeBy1i2bC7wBPASatnsAx6hoeEXXHrpFQDMnHkxy5dfzBeX/5bqH/8YnnuOjsZG2lEBONzWxrDNmzWHD1JrkY8fH1p81ncrLWWIbSdQ7GYzR3zZ1DQdtdiiAVfrPtviw62toTUHutrX+++HgnfgwCeoyHUAJcA4Jk8ezpe/rMd/4xtw1u7/D397Bzu3b2cTqRVOitBZ5RcH28XLl3Pwr5fx4IMagbVl2W3x6poarXpiDeDRo/WjsVZdd6qfDHaxi1KoLm13iwesBE4DZqCDL/cH+zNOBbGIyE0iskVEtrS0tMQd4vF4jiPGHMvqlk90y6VNem4gu7SWXP/J3ec6cU0da+I0N2s5qV279NbUpEUIQM2LmTPh6qt5e+qXuPtuWL36PTRR+XXU0nOZDcynpmYWt94KX1t0GJ58UudZbd8OjY0cdaITRaBmTFVV6s1aeWVloZsLqe6uG3wJXN/oZAi3FueBA6H72tam6Yh2HSRr4dnHra1gjLZz6NChTJqkwYMFC2DRIih+8jE94b77eLu+njchJa+uCJ0xcT4w5vrr4e67AV0k++mn9a1oa9PujB8flmW382Jt7rgboMh2yli678Rgte5cl1bkHBOfRRBHcd64tN0dwxtnKyCIyF8Df2qMuU5EzgB+Shi0eBWY2t9BiyhxKQXQjSicK3p2lL6xMRS9d9/V4+zg1oQJmlt3zTW83DSNFStgw4ZdaPL4m6TGIcuBM4HzKS+/gBtvhBtvhLNK39HR+S1bwnBka6sq0dChoXtdXh6KXWWljtbbmfG2smXg7nbeSko4THGKuwqpa+dYobNurBW9P/4xPN6KpS1AM2WKDmnOmwentv8WVq2Cf/1Xdgbvi51nbMfrRqLzYGuBU+bOhdtuY2f1fJ7WlTLZuFHdZtBuWlfWXXTH1fdMeXZ2O5/FDqKCd7bRP9tsKC0cwROR1eg4cSWwBy3UNwd1Zw36Xb3ZEcBlaLmWo8BSY8yLXS4aoa8FD7pn6Vm6DOzbQIa19twRe1BhsrXdS0r0l3nBBXD99fz7axU89BBs2PAe4RdwB2GaRiUwGX27ZzF37kgWLlQr6fTSYB71tm0aLW5qCkvUQ2rpK2vlQeq2a/2VlXGYYvbtSw1CuMt9uKJnK2hZS9Bm8Nj6CzYd5JT2t9U6ffZZDm7YwNtoIkpgELIfteYq0Mom04Exc+fCkiXsnfMV1qxRkbP6bt9Gd91YG7MZPVr1Pm5ebPSzyzV6P5jFDuIE7z+zPHNk4QheX9AfgmfJNRk5MYLrCp81gawZ0tgI772ngtTaqgly5eWqCLNnw8KFrH1tJKtW6eHPPNOBuhs70bjPITRGOQZNyJhGeflk5szR4y+8UC8zYwYMa/tAX8+aX+58NHeusFUFK35pBM9qeXSWh72kNSJtkOCUsoPqb27apEq1YQMftrXxB1Tk2tDwRXHw9lUCE9EE4uKrroIbb2T/nCt49lmN/bz1lrbFNn/UKDWW3ViNa9UlxGNy/pzzSewgKngzDWzI8sxyL3i9SX8KHmROMnW3k/YBXUOYVjGam2HPHhWipia19trbVfhGj1Yz5ZxzNH8P+NWuMTz9tNaA2727CZ2B0ITaQgDD0ZkI1cH2RMaNK+dzn9OhQjfvrKoKio8eDM0x205IVYZgPM+6tIcOhTM4onP+TzxRtXJY0WHtS1OTml82arx9O2zbRvuHH/IR6qhbkQNNr6l0Wl85YQJccw1ccw17TjufV18NPfbWVn3N4cM1+AzaL5tqYmvYDR8en19nySUaG93OB7GDqODNMDrilA2VXvB6k/4WPMhO9DLtA7pae5Cat2cFwj62IuQsUsOMGTB7Nn8oOZ3169Ub3LgRmpttwu4+1OqzE2dPAsqASkTGdY5pWQvICsOoUXq0O3znxCtS++ImW7sue3u7Dtrt2aNC/t57KuQNDZ0u/F5UmttRp/wYas2VEiRQV1XplLkFC/T68+bxdoeuWRHEZFKqP9v227XSq6rUfS0vT+1HUlAi7jNO2h5s08VyoavgvZzlmWO94PUmA0HwoBdFD1LNImv1uSP+VvA+/DAcELOUluqv+rTTdMZ7bS1v1g9j0ya1fLZvV+tH89tAa/DZSO9JwHBKSkoYNy4UC5uTDGEMw+anWQupvByKOZw6WAdhm6Mh2ebmzseHOzo6LTjbkiI0665kxAjty8yZIgnkYgAADD9JREFUasmedx4Ha87unEtbVxcOc9q3obRUE4XdPtioq22zG2ROcl/jPtuk7XwWO4gK3ueM5oJmwyl5I3h5Wy2lO8QlHMfNvU23r5O4RGU3gFBZqb9iG+60Y26gv3qb1/HWW7BpE2dPmsTZF9bALdPZWT+E+nqorx8OQGPjcHbvVi06cCB0RW0Qob29a6UUW10lOr+2mKOhONuCCVbo3LZaZRoxAoYOpRgotqVaRozQ/lVXw2c+ozP2a2o4VjONujqttNX4iiYnQzjUCKGLagXZzaxxs2rcac6ZxuqS9ufT3NjcMcCRjEflG17wIkRFL126gt12z3GPSfkl2pV5nDJJlJXpL7ylRX/1H3+sx1pL0FqG1vypr4fXX2fahAlMm1QNcyYBsL+ogsbGrgZjNIJ64on62HVpYy0kd1zPnmBrT1nr040E20E9GwW2JtmkSew9OlKHLndB02uhrrsGrR1/s5abFThbhdh1W93mpbPqMn1mSdv5L3QWg07vKyy84MWQTvSSpp9FrT17nU7ccsSu8HV06K/bTXxz80BsaNQGQjo6VBh37eoUmJGVlZxVWclZkyqhtpJjZRVdNPPIkdDycxcEskZnOI5XFFZ8dvNM3LHJ6LS6QKn2tmm/Ow3B11IFzgpwUZHqob18NEsmkhrYReByFTp3vxc7Fy94noBsXdqoOxsVR/daQKrwQapoWMGrrEwNEtjpDa56HToUXsO6wIF6DSkro6K0lAqrGlWptZCOFRWnKSBQFApctMx9UVFnJRY3OflAQ9c0FttUG+0tKtIxORtJtU0DvbdZMjZjxuZQp6vaHH1vvdjlgrfwPB5PQVFoIu8FLyPWYotacHGWn30+ui/R0rOUlqpFZX08N5/PzeuL7osr0mkXv2hr07E1a1I51VKGlJRQHJlDC0Upc2mPHg2tQGulRV/evR05op63bYY7VGmH+dymWHcVuk7rTee+up+LJVMEPW5/YVt34C08TyLRNJVsAxc5CZ/r5kIY5HBn8rtCF53dD6nljiGs8e5ex+IKbCQZzx5qL2eHEN39bnTXitWIEV27FdXVaL0Ce2yuImfJNjE802yKwsPQtWhF/uMFL0syiVy6NJWshA+6/tKtCLril7QaWNzCOe51ohHjDApTVBQKnhUnd9jxpJPSFxKNltwrKkoNlqSruhwlndC5z+cyhud+XoWJt/A8WZAUwU1n7bn7IQvhg66Wn91OWjgnaa2J6PWi147J8bAPTzopvNSRI+qWul530uVtOp67iFCcqCUJnCUpeTju+XRWnbu/sK26KIX3PnjB6wa5JCW7++25ScIXvX4nUZWIW3Un07oTUaIKFCN4rsa6Fl6mS2a7HUcmay56TDb5du6xXuws3sLz5Ejc2F5cHl5Sjl7SDzdjtn+ccrjqlI2ypLtWhpfo5iXTkos1F30+k6Vn93uxi+IFz5MjuSQgZ/Ocfd69d18rI91Rmz6+ZLp+ZGvNpXsuXeTcY/FBC083yfQDy0X4oo/jLL/oMYOBXEQueny2z/sIbC4Y/Biep0dErb24/XbbvY8GOOKOscfFPY6eMxDIVeDizsnWrY17rYH0XgxcvEvr6SFJKRLZurqWOGsukyAkCUncuT0ll+tlK3BJx+cyfueFLlt80MLTiyS5XElWXdw4U9xYXpLrGz0n2/3p2t1duiO8uYhc0nW82OVCYQpexl+BiDwmIh+JSJ2z799EZHtwaxSR7cH+SSJyyHnukePZeI/H0xOOZXnLH7Kx8FYBDwGP2x3GmGvtYxG5H/ijc/zvjTEzequB+UC6oEY6Ky6byG30uO6MneVKLtfJ1qJLOn4wB2oGNj5KG4sx5hfBurRdEBEB/gK4uHeblZ8kzcqw5Cp+SdvR49Pti9JdUezJtbvjvnp6SmG6tD0dw7sI2GOMaXD2TRaRbeg6LncYY2JX+xWRm4CbACZOnNjDZgwesklXcZ/LJngRPSf6OJc2WVE+nmN52bTfi1xfUHiC11Mf53pgtbPdDEw0xswE/gb4qYiMjDvRGPOoMabWGFM7evToHjZjcBI3OyP6XFQE3VvS9eLOTUf0mrlGYJNuSe1K1x+fJNxX2Dy84zuGJyIVIvKKiDQE9+UJxy0OjmkQkcXO/nNEZIeI7BKRfwq8Sve874iIEZHKrlftSrcFT0SKgK8A/2b3GWP+xxjzcfB4K/B74PTuvkahEBW+7gpGtiKY7pZ03Uyilu41XTL1z9NXWJc2m1uPuA141RgzFV0I97boASJSAdwF/ClwLnCXI4wrUU9wanBb4Jw3AbgE+EO2jemJhTcPqDfGNDkNGC0iJwSPTw0a+E4PXqOgiApFkrCks+RyFaeetjGTVZnOivMi19/0ieBdCfwkePwTYGHMMZcCrxhj9hpj9gGvAAtEZBww0hjzhtH1ZB+PnP8PwHdR9c6KjGN4IrIamANUikgTcJcx5l+A60h1ZwE+D9wjIkfRd+oWY8zebBvjSSUpUJFtQCKb4EbcNbojQumu7UVtINJnUdqxxphmAGNMs4iMiTlmPLDb2W4K9o0PHkf3IyJXAO8bY34T8XLTkk2U9vqE/TfG7PsZ8LOsX92TNd2JZPa20GQrmJ7BQE5zaStFZIuz/agx5lG7ISLrgaqY85Zlef04xTJJ+0VkWHDt+VlevxM/02KQ0h/i4gUt38jaXW01xtQmPWmMmZf0nIjsEZFxgXU3Dvgo5rAm1Iu0VAOvBfurI/s/AE4DJgPWuqsG3hSRc40xH6brSO8M7Hg8nkFGnwUt1gI26roY+HnMMeuA+SJSHgQr5gPrAlf4gIjMDqKzNwA/N8bsMMaMMcZMMsZMQoXx7ExiB17wPJ4Cpc8EbwVwiYg0oBHVFQAiUisiPwYIxvn/Dtgc3O5xxv6/CfwY2IVmfbzYk8Z4l9bjKUj6JmgRpKl9IWb/FuAbzvZjwGMJx03P8BqTsm2PFzyPp2ApvDFZL3geT0Hi59J6PJ6Cwguex+MpCLyF5/F4Cgo/hufxeAqCY/gCoB6Pp4DwLq3H4ykI/Biex+MpKPwYnsfjKQi8hefxeAoKL3gej6cg8FFaj8dTUHgLz+PxFAQ5VTzOG7zgeTwFi7fwPB5PQeCjtB6Pp2AwwJH+bkSfI7rcYz83QqQF+ARo7e+2HAcqyc9+Qf72LV/79RljzGgAEXkJ7Wc2tBpjFmQ+bOAzIAQPQES2pFsZabCSr/2C/O1bvvbL4xfx8Xg8BYQXPI/HUzAMJMF7NPMhg5J87Rfkb9/ytV8Fz4AZw/N4PJ7jzUCy8Dwej+e40u+CJyILROQtEdklIrf1d3t6iog0isgOEdkuIluCfRUi8oqINAT35f3dzkyIyGMi8pGI1Dn7Yvshyj8Fn+FvReTs/mt5ZhL6dreIvB98bttF5IvOc7cHfXtLRC7tn1Z7eoN+FTwROQF4GLgMmAZcLyLT+rNNvcRcY8wMJ7XhNuBVY8xU4NVge6CzCojmXiX14zJganC7CVjZR23sLqvo2jeAfwg+txnGmBcAgu/jdcAZwTk/Cr63nkFIf1t45wK7jDHvGGMOA2uAK/u5TceDK4GfBI9/Aizsx7ZkhTHmF8DeyO6kflwJPG6UTUCZiIzrm5bmTkLfkrgSWGOM+R9jzLvALvR76xmE9LfgjQd2O9tNwb7BjAFeFpGtInJTsG+sMaYZILgf02+t6xlJ/ciXz3FJ4JI/5gw75EvfPPS/4EnMvsEeNr7AGHM26uZ9W0Q+398N6gPy4XNcCZwGzACagfuD/fnQN09AfwteEzDB2a4GPuintvQKxpgPgvuPgGdQ92ePdfGC+4/6r4U9Iqkfg/5zNMbsMcZ8aow5Bvwzods66PvmCelvwdsMTBWRySJSjA4Or+3nNnUbERkuIiPsY2A+UIf2aXFw2GLg5/3Twh6T1I+1wA1BtHY28Efr+g4WImOOV6GfG2jfrhORE0VkMhqY+XVft8/TO/RreShjzFERWQKsA04AHjPG/K4/29RDxgLPiAjoe/tTY8xLIrIZeEpEvg78AfjzfmxjVojIamAOUCkiTcBdwAri+/EC8EV0QP8g8Fd93uAcSOjbHBGZgbqrjcDNAMaY34nIU8BO4CjwbWNM4RWSyxP8TAuPx1Mw9LdL6/F4PH2GFzyPx1MweMHzeDwFgxc8j8dTMHjB83g8BYMXPI/HUzB4wfN4PAWDFzyPx1Mw/C/NJTO5Nt4wpAAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_SKIP\n", "\n", "plot_image(vx.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(vz.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(txx.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(tzz.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")\n", "plot_image(txz.data[0], vmin=-.5*1e-2, vmax=.5*1e-2, cmap=\"seismic\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.6 - AzureML", "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": "3.6.8" }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 2 }