{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# The effect of tangential velocities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It was first noted by [Rezzolla, Zanotti and Pons](http://dx.doi.org/10.1017/S0022112002003506) that there is one effect that is specific to *relativistic* Riemann problems. Thanks to the Lorentz factor coupling the tangential velocities more tightly to the other terms, it is possible to change the wave pattern in the problem solely by changing the tangential velocity. This cannot happen in the Newtonian case.\n", "\n", "The examples used in their paper use a *modified* relativistic Sod problem as a base. We set that problem up first:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from r3d2 import eos_defns, State, RiemannProblem\n", "from IPython.display import display, display_png" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ih3/anaconda/lib/python3.4/site-packages/matplotlib/tight_layout.py:222: UserWarning: tight_layout : falling back to Agg renderer\n", " warnings.warn(\"tight_layout : falling back to Agg renderer\")\n" ] }, { "data": { "image/png": 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HefPmMXz4cPbv38/y5cspLi5m4cKFWkXLSmpXCPD+++8zbNgwfvrpJ7744gvS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\\end{pmatrix}= \\begin{pmatrix} 1.0000 \\\\ 0.5000 \\\\ 0.0000 \\\\ 1.5000 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 0.1250 \\\\ 0.0000 \\\\ 0.0000 \\\\ 1.2000 \\end{pmatrix}, \\end{cases} \\quad \\implies \\quad {\\cal R}_{\\leftarrow}{\\cal C}{\\cal S}_{\\rightarrow}, \\quad p_* = 0.5974, \\quad\\begin{cases} {\\cal R}_{\\leftarrow}: \\lambda^{(0)}\\in [-0.2902, -0.0488],\\\\ {\\cal C}: \\lambda^{(1)}= 0.6407,\\\\ {\\cal S}_{\\rightarrow}: \\lambda^{(2)}= 0.8900, \\end{cases} \\quad \\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_L} = \\begin{pmatrix} 0.7341 \\\\ 0.6407 \\\\ 0.0000 \\\\ 1.2207 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_R} = \\begin{pmatrix} 0.3427 \\\\ 0.6407 \\\\ 0.0000 \\\\ 2.6154 \\end{pmatrix}. \\end{cases}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { 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vddu2bcnLy+P69etGiEoIIYQQQgghxKOQwmfVxO3bt+nUqZPOuJOTk+bxFi1aVHVYQgih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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "eos = eos_defns.eos_gamma_law(5.0/3.0)\n", "U_left_sod_modified = State(1.0, 0.5, 0.0, 1.5, eos)\n", "U_right_sod_modified = State(0.125, 0.0, 0.0, 1.2, eos)\n", "rp_sod_modified = RiemannProblem(U_left_sod_modified, U_right_sod_modified)\n", "display(rp_sod_modified)\n", "display_png(rp_sod_modified)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see the wave pattern has a left going rarefaction and a right going shock.\n", "\n", "Now, by modifying the tangential velocity of the right state, the wave pattern changes:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ih3/anaconda/lib/python3.4/site-packages/matplotlib/tight_layout.py:222: UserWarning: tight_layout : falling back to Agg renderer\n", " warnings.warn(\"tight_layout : falling back to Agg renderer\")\n" ] }, { "data": { "image/png": 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icvXDEH19fZnJV+3t7eHl5YWwsDDs3LmzWcfZuXMnpk6d2qoWcEJIx6N2LdmN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\ndhcXF+32xqjVagDAO++8g9deew0AMHbsW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S}_{\\rightarrow}, \\quad p_* = 1.1509, \\quad\\begin{cases} {\\cal S}_{\\leftarrow}: \\lambda^{(0)}= -0.3224,\\\\ {\\cal C}: \\lambda^{(1)}= 0.4549,\\\\ {\\cal S}_{\\rightarrow}: \\lambda^{(2)}= 0.7638, \\end{cases} \\quad \\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_L} = \\begin{pmatrix} 1.0879 \\\\ 0.4549 \\\\ 0.0000 \\\\ 1.5868 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_R} = \\begin{pmatrix} 0.4748 \\\\ 0.4549 \\\\ 0.5873 \\\\ 3.6363 \\end{pmatrix}. \\end{cases}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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CCCGEsKhlkd0WOTk5MsdeDxgwAFVVVXj48KEKsiKEEEIIIYQQ0hGo5cRnbVFSUoJhw4ZJ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\nHTtmSn12ECq9tDOyshdZ6ftaO11fZKWxUOmlnZGVv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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "U_right_vt_0_9 = State(0.125, 0.0, 0.9, 1.2, eos)\n", "rp_vt_0_9 = RiemannProblem(U_left_sod_modified, U_right_vt_0_9)\n", "display(rp_vt_0_9)\n", "display_png(rp_vt_0_9)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The result is a left going *shock*, rather than a rarefaction.\n", "\n", "A shock-rarefaction problem can be modified, via a tangential velocity, to a two rarefaction problem in a similar fashion:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ih3/anaconda/lib/python3.4/site-packages/matplotlib/tight_layout.py:222: UserWarning: tight_layout : falling back to Agg renderer\n", " warnings.warn(\"tight_layout : falling back to Agg renderer\")\n" ] }, { "data": { "image/png": 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Jl5mpOpbrs8/giy9gwQLQ4TRZUQbIj4ceZWRkEBwcTP/+/XF3d8fPz48TJ05o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\nERm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\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n" ], "text/latex": [ "$\\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 1.0000 \\\\ 0.0000 \\\\ 0.0000 \\\\ 1.5000 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 0.1250 \\\\ 0.5000 \\\\ 0.0000 \\\\ 1.2000 \\end{pmatrix}, \\end{cases} \\quad \\implies \\quad {\\cal R}_{\\leftarrow}{\\cal C}{\\cal S}_{\\rightarrow}, \\quad p_* = 0.1546, \\quad\\begin{cases} {\\cal R}_{\\leftarrow}: \\lambda^{(0)}\\in [-0.6901, 0.0309],\\\\ {\\cal C}: \\lambda^{(1)}= 0.6206,\\\\ {\\cal S}_{\\rightarrow}: \\lambda^{(2)}= 0.8996, \\end{cases} \\quad \\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_L} = \\begin{pmatrix} 0.3262 \\\\ 0.6206 \\\\ 0.0000 \\\\ 0.7108 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_R} = \\begin{pmatrix} 0.1621 \\\\ 0.6206 \\\\ 0.0000 \\\\ 1.4302 \\end{pmatrix}. \\end{cases}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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Jl5mpOpbrs8/giy9gwQLQ4TRZUQbIj4ceZWRkEBwcTP/+/XF3d8fPz48TJ05o\n1ffChQtMmTKFvn370rNnT9577z22bdtGZin7lGZmZkZoaCjXrl3TaU9u7969sbe312k228TEBFdX\nV2JiYlAqlYUex97enqSkJB48eFDoMbKS7NK6J/v58+d88MEHdOzYkUGDBhnkHmfPnmXAgAEa/2ZC\nQ0Pp0KGDQe4pRE4++AAuX1Yd5SKEEKJke/YMRo6Eb7+F5cth2jQ5A1vkT5JsPZo7dy7h4eG4urri\n7++PqakpQUFBGsWXXnTx4kX8/f25c+cO3t7e+Pn5Ubt2bZYuXcqKFSuKKPqi07x5cyZNmsSqVas4\nffp0ocYwMzNj/Pjx7N27l0uXLhU6Fjc3N+Lj47lw4UKhx3D4v2oX165dK/QYpT3JNjU15dtvv2XZ\nsmUGKTp2584dPDw8NIrqffbZZwwZMkTv9xMiL2++CW+9BXPmqJYXCiGEKJlSU1WrkzZuVP3x9TV2\nRKKkkCRbT86fP09cXByjR49mzJgx9OrViwULFmBnZ0dwcHCefXft2oVCoeDbb7+lX79+eHh4MGvW\nLJo2barzUubiasaMGTg6OvLxxx9n70cuqH79+lGzZk2dKo136NABS0tLoqOjCz3Gyy+/DOh2jFdZ\n2JPdrVs3mjZtqvdxU1NTeeeddzQecgwcOJAZM2bo/X5CaGPKFDh2DH76ydiRCCF0UdhVilFRUbi4\nuGj86dq1K0lJSUUQudDVkyfQqxdER8POneDtbeyIREkiSbaeHDx4EFNTUzw8PLLbzM3N6dmzJ+fO\nnSMxMTHXvikpKZibm2vsU7WxsSm11aYtLCxYs2YN586dY/ny5YUaw9zcHF9fX3bs2FHoWeTy5cvT\nuXNnnZJsKysrbGxsdCp+ljWTXVr/vg1FqVQycuRIjUJ6b775JmvXrpWjuoTRuLlBixaq2WwhRMlV\n2FWKoKo6PnLkSKZOnZr9Z8qUKQarSyL0JzkZevRQPSyNiYGePY0dkShpJMnWkytXrlCnTh2NmcjX\nXnsNgMuXL+fat1mzZjx9+pT58+dz/fp1bt++za5du/j5559L9VLXDh064Ofnx+LFiwu9XHvw4MFY\nW1sXOlEHcHd35/Tp0/zzzz+FHkPX4mdZSXZpnsk2hJkzZxIWFqbW9vLLL7Njxw75XgqjUihUs9n7\n96s+pAkhSh5dVilmadu2Ld26dVP7I0dJFm+PH4O7O5w6pUqwO3UydkSiJJIkW0/u3buHra2tRrut\nrS1KpZLPC7sVAAAgAElEQVR79+7l2tfDwwNPT09iYmIYPnw43t7eLFmyBH9/f/r06WPIsI1u3rx5\n1KxZk8mTJxfqvOoKFSowZswYNm/ezL///luoGFxcXDA1NSUmJqZQ/UH3JDtrubjMZGtv06ZNzJw5\nU62tcuXKREZGahyjIoQxeHnBq6+qKtEKIUoeXVYp/ldKSkqpK2RbWj18qFqJdPYs7NsH7doZOyJR\nUkmSrSdpaWk5PpnMOpIpa6YyJyYmJrz00ku0adOGKVOmMH36dNq1a8fixYv55ZdfDBZzcWBpaUlI\nSAi///47oaGhhRrDx8eHChUqaP1U+UXW1ta0a9dOpyTbwcFBLzPZpbXwmb79+uuvjBgxQq3NxMSE\nzZs307hxYyNFVXbISQraMTWFTz+FiAj47TdjRyOEKChdVimCakvThAkT6NWrF+7u7kybNo1bt24Z\nLF6hm6wE+/x5iI2FN94wdkSiJDMzdgClhYWFBRkZGRrt2sxQbtq0ie3bt7N+/frsJMvZ2ZmJEyfy\n7bff0q5dO0zyOYxvwoQJWFlZqbV5e3vjXQKqNHTv3p3hw4fz9ddf07179+xCYtqqXLkyI0aMIDg4\nmICAAGxsbAocg5ubG7NmzeLRo0dUqVKlwP3t7e1JTEwkOTm5UHutZCZbe1evXuWdd97RKJj37bff\n4u7ubrD7hoWFaSxNf/jwocHuV5zNnTuXw4cP069fP2rXrk1UVBRBQUEsWrQoz4ccWScp1K1bF29v\nb8qXL8+xY8dYunQp//77L+PHjy/CV1E0vL1h7lz45BPVrIgQouTQZZVi+fLlcXd3p0WLFlSsWJGL\nFy+yefNm/P39CQ4Opnr16oYMXRTQgwfQvbvq+MX9+6FlS2NHJEo6SbL1xNbWlrt372q0Z70B5/Qm\nnWXXrl20aNFCYxazffv2rFixgoSEBF566aU8779o0SJaluB3hEWLFrF3716CgoLYuHFjvg8VXvTe\ne+8REhLCqlWrCAwMLPD93dzc+PTTT4mLi8PT07PA/e3t7QFVhfHCzKSmpqYCpWcme+7cuVStWpWx\nY8fqddyHDx/i4eGhsUTv/fff5/3339frvV6U00OrkydP0qpVK4Pet7jJ2qPo6+tL//79AXB1dWXk\nyJEEBwfnWe3/vycpZD2M8vDw4MMPPyQqKqpUJtmmpqrl4n36QFwcdOli7IiEENrSZZVi586d6dy5\nc/b/d+jQgdatW/Phhx+yYcMGJkyYoPd4ReEkJ6sKm125okqwW7QwdkRCV/fuQWEXjdy5o58YZLm4\nnjg6OnLz5k1SUlLU2s+dO4dCoaBBgwa59r1//36O+5GfPXsGUKi9yiVNVvGyQ4cO8cMPPxS4v42N\nDUOHDuW7777j0aNHBe5fu3ZtGjduXOgj0/6bZBdG1qxsaUiyr1y5wvTp03UqJJeTZ8+eMWDAAM6d\nO6fW3qNHDxYtWqTXe4ncyUkKBefpCW3awLRpcm62ECWJLqsUc9KkSROcnJw4efKkXuITuktJgbff\nVu3Bjo6WBLukMzdXFR4dNQrq1Cncnx499BOLzGTribOzM5s3byYiIoIBAwYAqn2L0dHRODk5ZS8L\nun//PsnJydSuXRtTU1MA6taty4kTJ3j8+DGVK1cGIDMzk7i4OCpUqJDvLHZp4eXlhZeXF7Nnz8bF\nxYWaNWsWqP+YMWNYu3Yt69atw9/fv8D3d3NzIyQkhPT09Oyn1NqqWrUqVlZWhU6ys56GF/S+xdHE\niROxs7Mr1IqC3CiVSgICAjT2zb/++uv88MMPmJnJW1lR0WaPYm7LIJs1a8aBAweYP38+AwYMwMLC\ngt9++42ff/4ZX19fg8duLAoFzJ6tWoq4a5cq6RZCFH+6rFLMTfXq1blx44ZW15bkrYAlQXo69O8P\nR4+qEuzWrY0dkdBV5cpw/DhoWZOQAwfCOHBAfSvgkycP0eKEvnzJJ1M9cXJywtnZmdWrV5OUlJS9\nT/H27dtMnjw5+7qQkBBiYmIICwvLroDs7e3NnDlz8PX1xcPDAwsLC/bv38/ly5d57733spPxsmD5\n8uU4OTnxySefsGrVqgKdc1yzZk0GDhzIqlWrGDVqVIGPcHJzc2PBggUcOXIEZ2fnAvVVKBQ6VRhP\nT0/HwsKixJ/rHB0dza5du9i8eTMVK1bU27hLlixhxYoVam01atQgMjKyUHvoReHpepJCfHw8kZGR\n7NmzBwBTU1MCAgLo3bu3wWIuDrp1A1dX+Phj1VPyUvA8TYhSz9HRkVOnTpGSkqL2mUKbVYq5+fff\nf7G2ttbq2pK+FbA4e/YM3n1XVSsjIkKO6SpNCrKLz93dGzDMVkBZLq5HU6dOpW/fvsTGxrJ06VIy\nMzOZM2cOTZo0yb5GoVBoJFLdunVj3rx51KhRg82bN7Ny5UpSU1OZOHEigwcPLuqXYVR2dnYsXLiQ\nvXv3EhkZWeD+fn5+PHjwgI0bNxa4b6NGjahTp45OS8Z1mck2Nzcv0Ul2eno6H3zwAc7OzvTr109v\n4+7evVtj75qFhQU7duzIXqYvio6cpFA4CgUsXKja87d0qbGjEUJow9nZmefPnxMREZHdltsqxevX\nr6tt78upMObRo0e5ePEibdu2NXzwIleZmarlxNu2webNqlVGQuibzGTrUbly5Rg7dmyexZ4CAwNz\nXEbbunVrWss6FUB1JFdYWBifffYZHTp0KFC18Hr16tGnTx9WrFjB0KFDC7RfSqFQ4Obmxu7du5k9\ne3aBi6/Z29vzWyHP6SkNSfbSpUu5dOkSmzdv1tvrOHPmDIMGDdI43um7776jnRxeaRRykkLhNW4M\n48bBrFkwdChIcWFRHMlJCv+fLqsU33//fRo0aEDDhg2xtLTk4sWLREVFYWdnx5AhQ4z1kgQwaRJ8\n/z1s3Cjbd4ThSJItih2FQsGqVat4/fXXmTFjBosXLy5Qf39/f8LDw9m6dWuBf5G5ubmxZs0azpw5\nQ/PmzQvU197enoSEBI1lZdoo6Un27du3mTlzJr6+vjRt2lQvYyYkJODh4UFycrJa+8yZMxk0aJBe\n7iEKTk5S0M3MmbBpk+r87JUrjR2NEJrkJAV1U6dOJTQ0lNjYWB4/fkz9+vW1WqXYpUsXjh49yokT\nJ0hNTcXW1pbevXszbNgwrZeLC/1bsAAWLYIlS1RHLAphKJJki2KpXr16zJkzB39/fzw9PenatavW\nfRs0aEDPnj1ZtmwZAwcOLFBRrDfeeANra2uio6MLnGQ7ODgAcO3atewiUNpKS0sr0Xuyb968ScOG\nDZk1a5ZexktJScHT01OjOMyQIUP49NNP9XIPUTi67FGUkxSgWjWYPh0++gjGjJGzWIUo7gq7SnHk\nyJGMHDnS0OGJAti4UTWLPXUqGPjUTyFkT7Yovvz8/Gjfvj1Tp07VmM3MT0BAANeuXWPXrl0F6mdm\nZkbXrl2Jjo4uUD/Q7RivwlQ0L05atWrFb7/9VqCl/bnJzMzEx8eHY8eOqbW3b9+e1atXl9gHEaWF\nLnsU/3uSQpayeJLC+PGqpeNjxqiK7wghhDCs2FgYMQKGD4cvvjB2NKIskCRbFFsmJiasXbuWxMRE\nvvzyywL1bdy4MS4uLixZskRjP29+3N3duXDhAlevXi1Qv2rVqmFpaVmoJLukz2QDeov9s88+Y8uW\nLWptDg4O7Nixo1ScI17S/XePYnBwMJGRkUyYMIHbt2+rzfSEhIQwfPhwtaXl3t7ePH78GF9fX374\n4Qe2b99OQEAAly9fZvDgwWXmJIVy5SAkBE6elCJoQghhaH/8AX36qE55CAlRFaIUwtAkyRbF2quv\nvsr06dNZv349R44cKVDfgIAALl68WOBZaWdnZywsLArcL+sYr4Im51Dy92Try/fff8/s2bPV2qpU\nqUJkZGSuZy+LoicnKejujTfAzw8++QS0PDJXCCFEAV2/Dj17gpMTbNmiesgpRFGQPdmi2Pv444/Z\nvHkzQUFBREdHaz2b2aZNm+zjgdzd3bVOYC0tLenUqRMxMTGMGzeuQLEW9hiv0jCTravDhw8zatQo\ntTZTU1O2bNlCo0aNjBSVyImcpKAfX34J27er9gbu2CGzK0IIoU+PH0Pv3lC+PERGgqWlsSMSZYnM\nZItiz8zMjNDQUOLj45k/f36B+gYEBHDmzBkOHjxYoH5ubm4cP348u2KythwcHAq9Jzuns4fLiitX\nrtCnTx+No6GWLFlCdznAUpRSVaqolovv2qWqOC6EKH4yMjIIDg6mf//+uLu74+fnx4kTJwo8zvz5\n83FxcWHatGkGiFK86PlzGDwYrl5VJdg1ahg7IlHWSJItSoQWLVowadIkVq9ezenTp7Xu16lTJ1q0\naFHgY8BcXV1RKpXExsYWqJ+9vT23bt0iLS2tQP1SU1MpX758mZzJfvDgAR4eHhoPND744AN8fX2N\nFJUQRaNPHxgyRFUM7eZNY0cjhHjR3LlzCQ8Px9XVFX9/f0xNTQkKCuLs2bNaj3HhwgWio6OxsLAw\nYKTivwIDYc8e2LwZXn/d2NGIskiSbFFizJgxg/r16zN58mTS09O16qNQKAgICOC3337jt99+0/pe\n1atXp1WrVkRFRRUoRnt7e5RKpcbRU/nJqi5eUpLs6OjoAheUy0lGRgb9+vXj77//Vmvv1asXCxYs\n0Hl8IUqCJUugUiVV5Vs9/LMSQujJ+fPniYuLY/To0YwZMyb7d5OdnR3BwcFaj7NkyRLc3NzkfOwi\nsmqV6jzsb74Bd3djRyPKKkmy9UjXJUUnTpxg4sSJeHh40KtXL8aOHcuBAwcMF3AJY2FhwZo1a/jr\nr79Yvny51v26devGa6+9xpIlSwp0Pzc3Nw4dOkRKSorWfbKO8Spo8bOSVPhs9+7duLu7s2/fPp3G\nUSqVvP/+++zfv1+tvWnTpoSFhZWZStNCVK0Ka9eqjphZscLY0Qghshw8eBBTU1M8PDyy28zNzenZ\nsyfnzp0jMTEx3zGio6OJj4/nvffeM2So4v/ExamKSvr5yVnYwrgkydYjXZYU7d27l8mTJ1OuXDlG\njx7NuHHjaNasGXfu3CmCyEuODh064Ofnx5IlS7hw4YJWfUxMTPD39ycuLo4zZ85ofS83NzdSU1M5\ndOiQ1n3s7OwoX758gfdlp6enl4hlZOnp6UyYMAEXFxed90ovWrSIkJAQtTY7OzsiIiKoXLmyTmML\nUdK4uqqWjH/8MZw7Z+xohBCgqhdSp04dKlSooNb+2muvAXD58uU8+6ekpLBq1SreffddqlatarA4\nhUp8PPTvD126wLffSjFJYVySZOuJLkuKEhISWLx4MV5eXsybNw9PT0969+6Nn58fAwYMKKJXUHLM\nmzcPOzs7AgMDef78uVZ9evfujb29fYFmsx0dHWnQoEGBloybmJgUqsJ4SZnJ/vbbb/nf//7Ht99+\nq1Osu3btYtKkSWpt5cuXZ9euXdSrV0/XMIUokb76ChwcVB8SnzwxdjRCiHv37mFra6vRbmtri1Kp\nzLc46rp167CwsKBfv36GClH8n5QU8PJSFZT84Qcwk/OThJFJkq0nuiwp2rVrF5mZmYwYMQKgQMuT\nyyJLS0tCQkI4fvw4a9eu1aqPqakp77//Pnv27OHixYta3ytrWfSzZ8+07lPYJLu4H+H177//MmvW\nLMaPH0/jxo0LPc6pU6cYPHgwSqVSrX39+vW0bdtW1zCFKLEqVlSd4xofD/7+xo5GCJGWlpbjyR/m\n5ubZX8/NjRs32LZtG76+vphJxmdQSiWMGwd//w3btoGNjbEjEkLOydYbbZYUVa9ePce+J0+epF69\nehw9epSVK1dy9+5dKleujKenJyNGjCjWiZexdO/eHR8fH7766itcXV15+eWX8+3Tt29fFi5cyJIl\nS7Se0e7evTtLly7l999/580339Sqj729fYELpmUtFy/Of9dBQUFYWFgwY8aMQo/xzz//4OHhwZMX\npulmz54tT/qFABo1guXLYfhwcHYGHx9jRyRE2WVhYaFxtCSQXXw1r21eS5cupXHjxnTs2LHQ958w\nYQJWVlZqbd7e3nh7exd6zNJo+XL4/ntYvx6aNzd2NKIkCQsLIywsTK3t4cOHehlbkmw90WVJ0c2b\nNzE1NeWrr77C29ub+vXrc/jwYTZs2EBmZiajRo0yZOgl1jfffENUVBRBQUFs3LgRE5O8F2aYm5vj\n6+vLjBkzmDRpklaJeYsWLahRowbR0dEFSrJv3LhBRkaG1mdfF/c92UePHuX7778nODi40PvKnj59\nyttvv82tW7fU2ocNG8aUKVP0EaYQpYKPDxw4oCrc07q1HD8jhLHY2tpy9+5djfasz3Q5fe4D1eTJ\n8ePHmTVrFgkJCdntz58/Jy0tjYSEBKpUqULFihXzvP+iRYto2bKlDq+g9PvlF/jwQwgIgHffNXY0\noqTJ6aHVyZMnadWqlc5jy3JxPdFlSVFKSgrJycmMGDECHx8fOnXqxNSpU2nbti3h4eGyfDwX1tbW\nLF++nEOHDvHjjz9q1cfb25uqVauybNkyra43MTHB1dWV6OhojeXNubG3t+f58+fcLMCht8U9yZ4z\nZw4tWrQodHXUzMxMhg4dqlFtv1OnToSEhBTrGXwhjGHpUqhfHzw94f59Y0cjRNnk6OjIzZs3NT6H\nnTt3DoVCQYMGDXLsd+fOHRQKBZ999hmDBw/O/nPv3j1OnjzJkCFD2Lt3b1G8hFLt9m3o1w/atYP5\n840djRDqJMnWE12WFGV9zcXFRa3dxcWF9PT0fKtXlmVeXl54eXkxe/ZstafFualQoQJjxoxhy5Yt\n/Pvvv1rdw93dnWvXrmldzdzBwQGgQPuy09LSKF++vNbXF7WNGzeyZcuWQh+rNW3aNLZt26bW5ujo\nyLZt24r1wwUhjMXSEnbuhKQkGDgQClAWQgihJ87Ozjx//pyIiIjstoyMDKKjo3FycsreBnj//n2u\nX7+eXYy1VatWzJo1i88//1ztj5WVFQ0bNuTzzz+nffv2RnlNpUVmpmrmWqmEzZtBy4WDQhQZWS6u\nJ4VdUgRQrVo1bt26pbEM19raGqVSyePHj/O9f1net7N8+XKcnJz45JNPWLVqVb6zosOGDWPZsmWs\nXLmSmTNn5jt+hw4dsLS0JCoqKnuPfV5q1aqFubm51kn28+fPefbsWbFONitVqkSlSpUK1Xft2rXM\nnTtXrc3a2prIyEiqVaumj/CKhCH37ZQ0GRkZhIaGEhsby+PHj6lfvz7vvfee1surTpw4wcaNG7l4\n8SJKpZI6derg7e1N586dDRt4CVO/Pmzdqjrea9Ik+OYbY0ckRNni5OSEs7Mzq1evJikpidq1axMV\nFcXt27eZPHly9nUhISHExMQQFhaGnZ0d1atXz7EOz9KlS7GxsZEEWw/mzoX9+yEmBmrWNHY0QmiS\nJFtPHB0dOXXqFCkpKWrFz/JbUgTwyiuvcOvWLe7evUvN/7xT3L17F4VCgbW1db73L8v7duzs7Fi4\ncCEjRowgMjKS3r1753l95cqVGTlyJCtWrCAgICDPByCgWmnQpUsXYmJi+PDDD/ONx9TUlHr16nH1\n6lWt4tdmtUNJdfDgQcaOHavWZmZmxtatW7V6YFGcGHLfTkkzd+5cDh8+TL9+/bI/dAYFBbFo0aJ8\nK8/v3buX+fPn07p1a0aPHo2JiQk3btzgzp07RRR9ydKlCyxerDpDu0kTKOSODSFEIU2dOlXjoeKc\nOXNo0qRJ9jUKhUKrbU+yNUo/Dh+GTz+FadOgWzdjRyNEzmS5uJ4UdkkRQJcuXVAqlezZsye7TalU\nEhUVReXKlXn11VeL7oWUUD4+Pri6ujJ9+nTua7GBceTIkZiYmLBq1Sqtxndzc+P06dP8888/Wl1f\nkGO8svbrF+fl4oVx6dIlvLy8NLZRLF++nK5duxopKqGr8+fPExcXx+jRoxkzZgy9evViwYIF2NnZ\nERwcnGffhIQEFi9ejJeXF/PmzcPT05PevXvj5+fHgAEDiugVlDy+vjB2rOqImpgYY0cjRNlSrlw5\nxo4dy5YtW4iKimL58uUaD1cDAwPZv38/dnZ2eY61adMmZs+ebchwS727d8HbGzp0gOnTjR2NELmT\nJFtP/rukKDg4mMjISCZMmMDt27fVZvJCQkIYPny42tLyjh070rJlSzZu3MjChQvZuXMnkydP5q+/\n/mL06NFyvqIWFAoFq1evJjk5Wasl4DY2NgwbNozvvvtOqyW/Li4umJmZEaPlJ9zCJNkvHv9Wkt2/\nf59evXppPPD46KOPGD16tJGiEvpw8OBBTE1N8fDwyG4zNzenZ8+enDt3jsTExFz77tq1i8zMTEaM\nGAEgRR21pFCoCqG5uUHfvnDypLEjEkKIoqdUqo43TE2FTZtAPh6L4kySbD2aOnUqffv2JTY2lqVL\nl5KZman1kqIvvvgCLy8vjhw5wvLly0lKSmLatGn06tWrKF9CiVavXj3mzJnD1q1b+emnn/K9fsyY\nMaSnp7Nu3bp8r7W2tubNN98kOjpaq1gcHBw0VizkprQtF09PT6dv375cunRJrf3tt99m3rx5RopK\n6MuVK1eoU6eOxkOhrOX/eRVqPHnyJPXq1ePo0aMMGDCAXr164enpSWhoqNbV+8sqMzP48UfVOdo9\nesD//mfsiIQQomgtWwa7d8O6dVCnjrGjESJv8gxIj7KWFL24B/W/AgMDCQwM1GgvX74848ePZ/z4\n8YYMsdQbP348P/zwA1OmTGH//v15Fuuys7Nj4MCBrFq1ilGjRuV7XqWbmxuzZs3i0aNHVKlSJc9r\n7e3tycjI4J9//qFu3bp5Xps1k11ckuxnz55hampaqL1jSqUSX19fDhw4oNbevHlzNm7cWOjq5KL4\nuHfvXo51DGxtbVEqldnFHnNy8+ZNTE1N+eqrr/D29qZ+/focPnyYDRs2kJmZyahRowwZeolnaQmR\nkdC+Pbi7q86HzaG2khBClDrnz8PHH4O/P8j8kygJZCZblComJiaEhoaSmJjIl19+me/1fn5+PHz4\nkI0bN+Z7rZubGxkZGcTFxeV7rb29PYBWxc+K23Lxr776Cjc3NzIzMwvcd/78+YSGhqq11apVi4iI\niEJXJxfFS1paGuVyOCvF3Nw8++u5SUlJITk5mREjRuDj40OnTp2YOnUqbdu2JTw8XJaPa6F6dYiO\nhkePoHt3OUNbCEPLyMggODiY/v374+7ujp+fHydOnMi335kzZ5g2bRoDBw7Ezc2Nvn37EhgYyNmz\nZ4sg6tIlPV11XJe9vaqquBAlgSTZotRp2LAhn376KevXr+fo0aN5Xlu3bl28vLxYuXJlnskBQO3a\ntWncuDFRUVH5xlCnTh3MzMy02pedtVy8OBQ+u3nzJrNnz6ZJkyaYmBTs7WHHjh0aqzQqVKhAREQE\ndWRdV6lhYWGhUcwOtNv2kPU1FxcXtXYXFxfS09PzXGqeZcKECbz99ttqf148Wq20q19fdXTNzZuq\nfdpl9CQ5YSBhYWEa/8YmTJhg7LCMZu7cuYSHh+Pq6oq/vz+mpqYEBQXlmyzfuHEDU1NT3n77bT78\n8EMGDhxIUlISH3zwAcePHy+i6EuHzz+HM2dg/XrIZ9GhEMWGLBcXpVJgYCBbt24lMDCQ6OjoPBPY\n999/n61bt7JlyxbefffdPMd1d3fPTsjzSibMzMyoU6eOVkl2caouHhgYSKVKlfjss88K1O/kyZMM\nGTJEY1/thg0byuQRV6WZra2tWuHGLFnLxPM6Eq9atWrcunWLqlWrqrVbW1ujVCp5/Phxvvcvy8cV\n/tfrr8O+faojvnr0UM1uV65s7KhEaSDHFf5/Wacp+Pr60r9/fwBcXV0ZOXIkwcHBLFmyJNe+vXr1\n0qir4+npyeDBgwkPD6dNmzYGjb20OHIEvvwSZs6E1q2NHY0Q2pOZbFEqmZmZERoaSnx8PAsWLMjz\n2gYNGtCrVy+WL1/Os2fP8ry2e/fuJCcnc+TIkXxjcHBwKNBMtrH3ZP/yyy9s2rSJOXPmYGVlpXW/\nW7du0bt3b54+farWPnfuXLy8vPQdpiiA27dvs2/fPg4ePJhjYlwYjo6O3Lx5U2Np97lz51AoFDRo\n0CDXvq+88gqARix3795FoVBgbW2tlxjLiubNVUd6nT0LvXvDkyfGjkgI41m9ejVTpkxh4cKFREdH\na3WcZ350OU0hJxYWFlhbW5OcnKxzbGVBcjIMHQpt20JQkLGjEaJgymSSferUKY22gr5RiuKvRYsW\nfPTRR6xatYrTp0/nea2/vz/Xrl1j586deV7XqFEj6tatq1WVcW2P8UpNTQWMO5P9/Plz/P39ad26\nNcOHD9e6X3JyMr1799Y4P3zkyJFMnjxZz1GKgtizZw+jRo1ixYoVzJo1i0GDBjFr1iydP3g6Ozvz\n/PlzIiIistsyMjKIjo7GycmJ6v9Xiev+/fsaFfa7dOmCUqlkz5492W1KpZKoqCgqV67Mq6++qlNs\nZVGbNrB3L5w4odqj/eCBsSMSwjhu3rxJnTp1GD58OK1ateLo0aOEhoZy5cqVQo+py2kKWZ4+fcrD\nhw+5fv06q1atIj4+XlbjaGnKFPj3X9UycTmuS5Q0ZeJH9vHjx9y9excHBwdA9eGzefPmatecOXOG\nW7du0b9//2JTgErobubMmWzfvp3JkycTGRmZY8EmgMaNG9O1a1eWLl1Knz59ct2PrFAo6N69O7t3\n72b27Nl57lu2t7cnLCyMzMzMPK8rDjPZa9as4Y8//uDIkSNa78V+/vw57777Ln/88Ydae+fOnVmx\nYkWhqpML/blw4QLbt2/HzMyMlJQUTp8+zb59+3j//fdZvHgx1apVK9S4Tk5OODs7s3r1apKSkqhd\nuzZRUVHcvn1b7cFKSEgIMTExhIWFYWdnB0DHjh1p2bIlGzdu5MGDBzg6OvLzzz/z119/MXHiRMzk\nU1ShdOgAsbGqZeMuLqrZ7UL+9QpRYs2YMUPt/3v27AnAvn37SEhIoEOHDgUeU5fTFLLMnDkzew+2\nmd1TMgEAACAASURBVJkZHh4eDB06tMCxlDU//6w6smvRIshjgZQQxVaZmMk+deoUY8eOxdPTkylT\npvDPP/9w9uxZteI9Xbt2pX///mzevNmIkQp9s7CwYM2aNfz1118sW7Ysz2sDAgK4ePFivoXN3N3d\nSUhI4MyZM3leZ29vT2pqKgkJCXleZ+zq4llnsg8bNow333xT635BQUEaM/+vvPIK4eHh2ZWmhfFU\nq1YtO2mtUKECb775Jp9++ilTpkxh7dq1Oo09depU+vbtS2xsLEuXLiUzM5M5c+bQpEmT7GsUCkWO\nD1q++OILvLy8OHLkCMuXL8/++Xtx76IomDfegAMH4NYtcHaGFxaXCFEm5LQM29XVlUuXLhVqPF1O\nU8gyZswYvv76ayZPnszrr7/Os2fP8t2aVtalpsKoUfDmm/D++8aORojCKRPTBp06dSIiIoLz589z\n9uxZwsPDmTZtGikpKbzyyiu8/vrrNG7cmJdfflmrp5KiZOnYsSN+fn4sWbKEHj160LBhwxyva926\nNe3bt2fx4sX06NEj15nYtm3bYm1tTVRUlMaKiP/KOsYrPj6el156KdfrsmayjZWYmpiY4OPjw0cf\nfaR1n9WrVzN//ny1tqpVq7J7925sbGz0HaIoBKVSSUREBL1791Zrb9KkSb5V9/NTrlw5xo4dy9ix\nY3O9JjAwUKPaPKi2RYwfP57x48frFIPQ1LQpHDoE3bpBp04QFQX/tw1eiFJv5syZHDx4EHt7e9zd\n3enUqRO1atVCqVSSlJRUqDF1OU0hi6OjY/Z/d+vWjTFjxjBv3jyNmfecTJgwQaNGSk6F6UqbmTPh\n6lXYvh1MTY0djSjNwsLCNE4oeainIzvKRJINqjfC5s2b07x5c65fv87UqVO5evUqf/75J3/++Scr\nVqzg4cOHDB482NihCgOYN28eERERBAYGsm3btlyXRAcEBDBo0CAOHDhAly5dcrzGzMyMbt26ERMT\nQ1AelTjq1q2LiYkJ8fHxtG/fPtfrsp6UmxrpN4mVlZVGwpyX/fv34+vrq9ZWrlw5tm3bll3YShjf\nkCFDmDlzJrt378bFxYW2bdtmr654sQq8KD0aNoTDh8HdHdq3h4gI1WyQEKWdg4MDfn5+HDt2jP37\n9xMSEkKFChUwMTFhyJAhhRpTl9MUcmJmZkb79u0JCwsjPT0934frZfE0hZMn4euvVYm2k5OxoxGl\nnSFPUygzSfZ/Zb1hOTg44ODgwNtvv23kiIShWVpaEhISgru7O6GhoYwaNSrH6zp27EiLFi1YvHhx\nrkk2gJubG1u3buXq1avZe/1fZGFhQe3atfMtfpaWloa5uXmJ2MP8999/069fP42lbsHBwXTu3Nk4\nQYkcmZqaMmvWLKKioti+fTsrV66kcuXKKJVKBgwYwPXr16lXr56xwxQGYG8Pv/wCnp6qI77CwuCd\nd4wdlRCGVatWLY4fP46Liwu9evXiyZMn3LhxA2tra2rWrFmoMR0dHTl16hQpKSlqW7q0OU0hN1lL\nzFNSUmRr1QsyMmDkSGjcGKR2qijpysSe7Be5u7sbZNyMjAyCg4Pp378/7u7u+Pn5ceLEiQKPM3/+\nfFxcXJg2bZoBoiy73Nzc8PHx4euvv+batWs5XqNQKAgICODYsWN5Lqnt3Lkz5cuXz7fKuL29PVev\nXs3zmqwzt4t7kn3v3j08PDx48EL54sDAQEaMGGGkqER+3N3dCQ4OZvv27UycOBFXV1cOHDjAiBEj\nGDhwICtXrjR2iMIAbG1VxdB69wYvL8jjOF8hSgVXV1eaNWtGXFwcoHq4/tprrxU6wQbdTlN48Xcl\nqPaMHzp0iBo1ahToqMyyYuFC1ZGEoaGQS51aIUqMMjmTbShz587l8OHD9OvXL7viblBQEIsWLaJx\n48ZajXHhwgWio6ONfmZyafXNN98QFRXFlClT2LBhQ47Lxl1dXXFycmLx4sW5FgKrWLEiHTt2JDo6\nmnHjxuV6P3t7+3wftKSnp+da9by4SEtLw8vLS+MolD59+vDll18aKSpREFZWVjg7O+Ps7AyoTl04\nffo0N27cMHJkwlDKl4cfflDNCAUEwPnz8M03IJNnorSqXbs2tWvX1tt4upymEBgYSPXq1XFycsLa\n2prbt28THR3NvXv3mD59ut5iLC2uX4dZs1TvVWVshbwopcrkTLYhnD9/nri4OEaPHs2YMWPo1asX\nCxYswM7OjuDgYK3HWbJkCW5ublhbWxsw2rLL2tqaZcuWcfDgQX788cccr1EoFPj7+3Pw4ME8z9d2\nc3Pj999/z7NYXtZZ2XntgS3uy8WVSiVjx47l0KFDau0tW7Zk/fr1Wh/5Jf4fe/ceFlW1/gH8O4Ag\neEFARINSQQVKzfvJK2gSpnjX0tQySAkVlVJBLfp555hGXlJB8pIXFDVU7MgoheLleDJRPBwUwzTI\njoqAiDrcxvn9MYfJYQbksoc9M3w/z+NTrr33zLtm4HXeWWuvpV+aNGmCfv36Gf0COvWdiQmwZg0Q\nGQlERQFeXsD9+2JHRWQ4arqbwtChQ1FQUIBDhw5h3bp1OHbsGDp06ICvv/4a/fv3r+tu6L25c4Fm\nzYAqrAdHZBD46Vggp0+fhqmpKXx8fFRt5ubmGDp0KNLS0pCdnf3Cx5BKpbh9+zb8/Px0GWq9N3bs\nWIwZMwYrVqyocHstHx8ftG3bFhsqmWPp5eUFhUKBhISECs9p27Ytnj59Wun7r+/TxcPCwrBz5061\nNkdHR8TFxaFRo0YiRUVE1TFtGpCYCKSnAz17AuW2tyeiCpTtpnDgwAHEx8dj06ZNGosiBQcH48cf\nf1SNYgPAyJEjsW7dOnz//fc4ceIEvv/+eyxbtqzKMxvrk3/8Q7mS+FdfAU2bih0NkTBYZAvk5s2b\ncHJy0tjr2M3NDQCQkZFR6fUymQxbt27F5MmTYWNjo7M4Salsz+zPPvtM6yizqakpZs2ahePHjyM9\nPV3rY9jb26N79+6V7qv9/DZeFanrkew1a9bgxo0bVTr34MGDWLRokVqblZUV4uLiKt2WjIj0T9++\nwC+/AC1aKP9/zx6xIyKi+k4mAwIDlVsPvvOO2NEQCYdFtkBycnK0buVgZ2cHhULxwv23d+7cCQsL\nC4wbN05XIdJzWrZsia+++grHjx/HsWPHtJ4zZswYvPTSS9i4cWOFjzNkyBAkJSVBJpNpPV62enNl\ni5/V5Uj26dOnMX/+/Crtk3zx4kVMmTJFrU0ikSA6Ohpdu3bVVYhEpENOTsq9tMePByZPBqZPV37I\nJSISQ1gY8McfwDffAHo6oY+oRlhkC6Rsr+PyyrZnKNuyQZusrCx8//33CAgIgJkZ16KrKx988AG8\nvLzwxRdfIDc3V+O4ubk5ZsyYgcOHD1c4Ev3WW2+hsLAQp0+f1nrc0tISrVq1qnQkuyp7ZQqhtLQU\ns2fPxhtvvIHJkydXem5mZiZGjBiBwsJCtfYvv/ySW94RGThLS2DHDuU92rt2KffRrmDCDhGRzty8\nqSyyFywAOnQQOxoiYbGiE4iFhQVKSko02ouLi1XHK7Jx40Z07NgR/fr1q/HzBwUFaWwHoW2DdfqL\nRCLB1q1b8dprr2HJkiVYt26dxjkTJkzAunXrsGnTJqxevVrjuIuLC9q3bw+pVFrh1nBli59VpLCw\nsE5Gsrdu3YqrV6/i559/rnSxsoKCAgwfPlzjfvVp06bhk08+0WmM+iw6OhrR0dFqbfn5+SJFQ1Q7\nEgng5wf06qUc1e7eXbk42nvviR0ZEdUX8+cDDg7AwoViR0IkPBbZArGzs8ODBw802sumiWubSg4A\nycnJuHjxIpYuXapW1MjlchQVFeHu3bto2rQprKysKn3+8PBwdOOeB9XWunVrrFq1CrNnz8bIkSMx\naNAgteOWlpaYPn06Vq9ejblz52q9D9nb2xt79uxBaWmp1pkIbdu2RWpqaoUxlI1k67LIzsnJwWef\nfQZfX1/07NmzwvPkcjkmTpyIq1evqrW/+eab+Oabb/R2cba6oO1Lq+TkZI0FcOqDkpISbNu2DQkJ\nCSgoKICzszP8/Pyq/VqsWbMG//jHP9C7d2+sWLFCR9FSZTp1Ut6n/fHHwKRJgFQKrF8PcAtfIqWa\n5rvk5GQkJCQgNTUV2dnZsLW1RdeuXeHr6wtbW9s6il5/JSYqFzvbswd4wUdcIoPE6eICcXFxwR9/\n/KFxb25aWhokEgnatWun9br79+9DIpEgNDQU7733nupPTk4OkpOTMWnSJBw/frwuulBvzZw5E717\n98aiRYvw+PFjjePvv/8+GjVqhC1btmi93tvbG3l5efjll1+0Hn/RNl51cU92aGgoSktLX7in9fz5\n8/HDDz+otbm6uuLAgQN6v5c31Z2wsDAcOnQIXl5eCAwMhKmpKUJCQir9Mqm89PR0SKXSSmf5UN1o\n3Fg5bXzHDuWH3s6dgVOnxI6KSD/UNN9FRkYiJSUF/fv3R2BgIAYNGoRTp05h+vTpyMvLq6Po9ZNc\nDnzyifJWFU64JGPFIlsgHh4ekMvliIuLU7WVlJRAKpXC3d0d9vb2AIDc3FxkZmZCLpcDALp3746l\nS5di2bJlan+sra3h6uqKZcuWoU+fPqL0qb4wMTHB9u3bcf/+fa1FaOPGjeHr64s9e/Zona3QpUsX\nODg4VLjKeJs2bfDo0aMK/1EtW11cV65evYotW7bgiy++UNtepLyIiAiEh4ertdna2uLYsWNc8Z5U\nrl27hsTEREybNg3Tp0/HsGHDsHbtWjg4OCAiIqLKj7NhwwZ4e3ujWbNmOoyWqkoiAT74ALh6FWjT\nBhg0CJg3Dyi3LANRvVKbfDdz5kzs2bMH06ZNw9ChQ+Hn54eVK1ciNzcXsbGxddQD/bRzJ3DlChAe\nzsXOyHixyBaIu7s7PDw8EBUVhYiICBw7dgxBQUG4d+8e/P39VedFRkZi6tSpqmLN3t4effv21fhj\nYWEBW1tb9OnTB61atRKrW/WGq6srPv/8c+zatUvrytu+vr4wNTXF1q1bNY6ZmJjAy8sLJ06c0Dpa\nXbaNV0UrjOt6JPunn36Cq6srZs2aVeE5J0+exMyZM9XaGjRogNjY2ApnYVD9dPr0aZiamsLHx0fV\nZm5ujqFDhyItLa3SPeHLSKVS3L59G35+froMlWqgTRvgp5+A1auBDRuUe2pXMEmHyOjVJt916tRJ\no61z585o0qQJMjMzdRKvISgoABYtUo5gv/GG2NEQ6Q6LbAEtWrQIY8eORUJCAjZu3Ihnz55h1apV\naolWIpFUqZiqz/e+iiU4OBidO3dGcHCwxqraNjY2eP/997Fz506ti115e3vj999/x/Xr1zWOvWiv\n7OLiYp0W2XPnzsUvv/xS4Wj5tWvXMH78eNXsijJRUVEYMGCATmIiw3Xz5k04OTnB0tJSrd3NzQ0A\nkJGRUen1MpkMW7duxeTJkzlDQk+ZmipHsX/5BTAzA/72N+UCRU+fih0ZUd2qbb4rTyaTQSaTaSxU\nW5+EhQH5+cr/EhkzFtkCatCgAfz9/XHgwAHEx8dj06ZNGgtjBAcH48cff6x02i4A7N27lwsB1TEz\nMzNs27YNt2/fxtq1azWOT58+HcXFxdi+fbvGsb59+6JRo0aQSqUaxxo1aoQWLVqIVmQDqHDhvOzs\nbAwbNkzji4NFixbh/fff11k8ZLhycnK0LuRoZ2cHhUKhWuyxIjt37oSFhQXGjRunqxBJIJ06AT//\nDKxYoRzV7txZOcpNVF/UNt+Vd/DgQcjlcgwcOFCoEA3KnTvAV18Bn34KvPKK2NEQ6RaLbKLndO3a\nFZ9++im2bt2KlJQUtWMtWrTAxIkTERUVhSdPnqgds7CwwMCBA7UW2UDl23jp+p7sihQVFWH06NEa\n09jHjRuHZcuW1Xk8ZBiKioq0LoJX9jNcVFRU4bVZWVn4/vvvERAQoHUlftI/DRoAISHKe7UdHYE3\n31Ru/ZWbK3ZkRLpXm3xXXkpKCr777jt4enqiS5cugsVoSJYuBRo1Uu6LTWTs+CmHqJwlS5YgNjYW\nwcHBiIuLU/sHNiAgALt378aePXswffp0teu8vb0RGBiIP//8U2OrrzZt2uDXX3/V+nx1sYVXeQqF\nAh999BHOnTun1t6zZ0/s3Lmz0n20qX6zsLBASUmJRntxcbHqeEU2btyIjh07ol+/fjqLj3SjQwfl\nljtRUcqp40ePAn//OzB1KsB0QcaqNvnueZmZmQgNDYWzszPmzZtX5ecPCgrSmFqubTtJQ3DjBvDt\nt8q80bSp2NEQKUVHRyM6OlqtTdttoTXBIpuoHAsLC3z77bcYMGAANm3ahDlz5qiOOTk5YcyYMYiI\niMAHH3yg9g/soEGDYGZmhhMnTmDq1Klqj9mmTRucPHlS6/MVFRWhYcOGOulLRZYvX47du3ertb38\n8ss4evToC/dkp/rNzs5O6yr7ZdMmtU2tBJR7xl68eBFLly7F3bt3Ve1yuRxFRUW4e/cumjZt+sKf\nP2P60GloTEyA6dOB4cOVI1F+fkBkJLBpE9Ctm9jRkVB0+aHT0NQ03z3v/v37mD9/Ppo0aYJVq1Zp\n3N9dmfDwcHQzkl+u0FCgVStgxgyxIyH6i7bPD8nJyRq3+9YEi2wiLfr164eAgACsX78eQ4YMgaur\nq+rYzJkzceDAAcTExGDKlCmq9mbNmuGNN96AVCrVWmTn5eXh4cOHGlsWld2TXVf279+P0NBQtbbG\njRvj2LFjaNmyZZ3FQYbJxcUFV65cgUwmU/uwmJaWBolEUuFq9Pfv34dEItH42ZNIJHjw4AEmTZqE\nGTNmYOzYsZU+vzF96DRUrVop99WeNg2YORPo0QP4+GNg+XLA1lbs6Ki2dPmh09DUNN+VefToEebP\nnw+5XI7w8HDY1tNfkMuXgf37ga1bgWp8x0Bk0DjJi6gCq1evRosWLRAcHIxnz56p2tu1awcfHx9s\n2rQJpaWlatcMGTIE58+f1/jWv23btgCA33//Xa1doVAIWmSXlpYiKyurwuMXLlzABx98oNZmYmKC\nffv2oXPnzoLEQMbNw8MDcrkccXFxqraSkhJIpVK4u7vD3t4eAJCbm4vMzEzVqvXdu3fH0qVLsWzZ\nMrU/1tbWcHV1xbJly9CnTx9R+kQ1M2AAkJysXMho927llPINGwAts2uJDFJN8x0AFBYWIjg4GDk5\nOQgLC9O4jaw+WbRImR/KjT8QGTUW2UQVaNSoESIjI3Hx4kVs27ZN7VhgYCAyMzNx+PBhtfa33noL\npaWlSExMVGtv3bo1AM1tvMru6xJquvjmzZvh7u6ude/O33//HSNHjtRYqGXt2rUYNmyYIM9Pxs/d\n3R0eHh6IiopCREQEjh07hqCgINy7dw/+/v6q8yIjIzF16lTVVEt7e3v07dtX44+FhQVsbW3Rp08f\ntGrVSqxuUQ01aADMnQukpwOjRgFz5gCvvQYcPgwoFGJHR1Q7Nc13gPK2rPT0dHh6euLWrVs4efKk\n6s/Zs2fF6I4okpKA+HjlTBeud0n1CX/ciSrh7e2N999/H19++SW8vLxUxfJrr72GwYMHY+PGjRgz\nZoxqoTBHR0d06tQJUqkUo0aNUj2OtbU1bG1tNVbyLit4hSiys7OzERoaivfee0/17XqZR48ewcfH\nB/fv31dr//jjj9XuOSeqikWLFmHbtm1ISEhAQUEBnJ2dsWrVKnTq1El1jkQiqdJifnW54B/pTqtW\nykXRZs9W7rE9erRypHvtWuV0ciJDVdN8d/PmTUgkEhw/fhzHjx9XO+bg4FBvFoD84gugSxfgBXcC\nERkdFtlEL7Bu3TpIpVIsXLgQu3fvVhXUs2fPxogRI3D8+HG1kWBvb29s2bIFRUVFatPAtW3jJeRI\n9ueffw6FQqGxv3ppaSkmTJiA1NRUtXYvLy+sX7+eRQ5VW4MGDeDv7682klNecHAwgoODX/hYe/fu\nFTI0ElnnzsCJE4BUqiy2e/YE3nsPWLYMcHYWOzqi6qtpviu/eFx9lJQEnDoFxMZyFwKqf/gjT/QC\nzZo1wzfffIPTp08jJiZG1d69e3f07dsX69evh+K5eZHe3t54/Pgx/vnPf6o9jrYiu2wku7b3ZF++\nfBmRkZFYunSpxij2J598ovEturu7O2JiYrTu/0lEVFve3sCVK8qFjhITAVdXICAAuHNH7MiIqK4s\nW6b84m3ECLEjIap7LLKJqmDs2LEYPXo0li9frrb90OzZs5Gamqp2D7a7uztefvllxMfHqz1G27Zt\nKyyyazOSrVAoMHv2bLz66qsICAhQO/bNN99gw4YNam3NmzfHsWPHNFY5JyISkqkp8NFHQEYGsHIl\nEBMDtGunHOHWsisSERmR8+eBhATg8885ik31E6eLC6ikpETjvh0/P78XbnuRnJyMhIQEpKamIjs7\nG7a2tujatSt8fX3r7XYP+mjTpk149dVX8fnnnyMyMhISiQR9+/ZFt27dsH79egwcOFB1X5a3tzeO\nHTuGlStXqqaXt2nTBtnZ2Xj8+DEaN24M4K/p4tXZN7O8ffv24ezZs0hISFAbmY6Pj8fs2bPVzjU3\nN8fhw4fhzHmbRFRHrKyA+fOVe2x/9ZXyz/r1yvb6qHVr5ZZGLDzImC1bBrz6KjBmjNiREImDRbaA\nwsLCcObMGYwbNw6Ojo6Ij49HSEgIwsPD0bFjxwqvi4yMREFBATw9PeHo6Ij//ve/iI2NxYULF7B1\n61bY2NjUYS+oIi1btsTatWvh6+uLH374AT4+PpBIJJg9ezamTp2KCxcuoHfv3gCUU8ajoqKQkpKC\nrl27AlAW2YByhfGyn4fajmQXFxdjwYIFGDNmDN58801Ve2pqKt555x21rccAYNu2bejbt2+NnouI\nqDasrYElS4DAQGDfPqCwUOyI6t6lS8q+l5QAAu3cSDpW0wGU3NxcHDx4ENevX0d6ejpkMhnCw8Px\n+uuv11Hk4vn5Z+WK4tHR/DKJ6i8W2QK5du0aEhMTERAQgPHjxwNQLizl6+uLiIgIjSm7z5s5c6ba\nKpUA0LNnT8ydOxexsbHw9fXVaexUdVOnTkV0dDRCQ0PRp08f2NraYvDgwXj11Vexfv16VZHdq1cv\nNGvWDFKptNIiu2wku6b3ZJubm2PPnj145ZVXVG337t2Dj48PCgoK1M4NDQ3FpEmTavQ8RERCad4c\nmDVL7CjEsWuXssgmw1HTAZTMzEzs378fjo6OcHZ2RlpaWh1GLa5lywA3N+B/H4eJ6iV+vySQ06dP\nw9TUFD4+Pqo2c3NzDB06FGlpaVr3LS5TvsAGgM6dO6NJkybIzMzUSbxUMxKJBFu3bsXjx4+xdOlS\nVVtgYCCSkpJw5coVAICZmRkGDx4MqVSqutbGxgbW1tZq92UX/m8opzb3ZA8YMEBVwBcWFmLUqFH4\n/fff1c6ZMGEC/u///q/Gz0FERFTflA2gTJs2DdOnT8ewYcOwdu1aODg4ICIiotJrXV1dceTIEXz3\n3XcYN25cHUUsvv/8Bzh2DFi4ULkuA1F9xSJbIDdv3oSTk5PGvbVubm4AgIyMjGo9nkwmg0wmg7W1\ntWAxkjBat26NlStX4sCBA6oFz4YNGwZnZ2e1GQve3t64ceOGam9siUSiscJ4bUeyn6dQKODr64sL\nFy6otb/xxhvYtm0bt+oiIiKqhtoMoFhaWqrWX6lP1qwBnJyACRPEjoRIXCyyBZKTkwM7OzuNdjs7\nOygUCuTk5FTr8Q4ePAi5XI6BAwcKFSIJaNasWejduzcWLlyIx48fw9TUFLNmzUJ8fDyuX78OAPD0\n9ETDhg3VRrPLF9ll92TXZuGzMkuWLNHYl7N169Y4fPiwII9PRERUnwg9gGLs7twB9uwB5s4FzM3F\njoZIXCyyBVJUVKR1z2Hz/2WZsmKqKlJSUvDdd9/B09MTXbp0ESxGEo6JiQm2b9+O+/fvY9WqVQCA\nMWPGwNHRERs3bgQAWFlZoV+/fhpFdtnINvDXSLZ5Lf812rt3L5YsWaLW1qRJExw7dgwODg61emwi\nIqL6SOgBFGO3bh1gaQlMmyZ2JETi48JnArGwsEBJSYlGe3WnA2dmZiI0NBTOzs6YN29elZ8/KChI\nY2r5xIkTMXHixCo/BlWPq6srPvvsM3zxxRcYMWIE/va3v2HGjBn4/PPP8emnn6Jt27YYMmQIFixY\ngAcPHqB58+Zo06YN7t69C5lMBktLS0H2yT5//jw+/PBDtTYTExPExMRUuigLVU90dLTGTIH8/HyR\noiEiIl0TcgDF2OXnAxERQEAA0LSp2NEQiY9FtkDs7Ozw4MEDjfaybzm1fRNa3v379zF//nw0adIE\nq1atqtYU3/DwcHTr1q3qAZMgQkJCcPDgQSxYsABSqRTvvvsuvv76a2zatAlffvklBg8eDIVCgYSE\nBEyYMAFt27YFAPz+++9wc3NDUVERTE1Ntf4jXhW3bt3CqFGjVF/mlFm3bh2GDBlS6/7RX7R9aZWc\nnPzCbVyIiMgwCTWAUlOGNIASGQnIZMDs2WJHQlR1uhxAYZEtEBcXF1y5ckU1QlkmLS0NEokE7dq1\nq/T6R48eYf78+ZDL5QgPD4etra2uQyYBmJmZYfv27ejVqxfWrl2LxYsXw9/fH3//+98xd+5cODo6\nokePHpBKpZgwYYLaNl5lRba5uXmVFyX75JNP4OrqCn9/f+Tn58PHx0dj4ZVZs2ZhVn3dH4fqRE33\njU1OTkZCQgJSU1ORnZ0NW1tbdO3aFb6+vsx5RKR3hBhAqQ1DGUApLlZOFZ88GXjpJbGjIao6XQ6g\n8J5sgXh4eEAulyMuLk7VVlJSAqlUCnd3d9jb2wMAcnNzkZmZCblcrjqvsLAQwcHByMnJQVhYGF5i\nhjIoXbt2xaeffoqtW7ciJSUFU6ZMQaNGjVTbe3h7eyMpKQlPnz5F8+bN0ahRI9XiZ8XFxVW+H/uX\nX37B119/jdLSUpSWluKdd97R2Hfz7bffRnh4uKD9IyovLCwMhw4dgpeXFwIDA2FqaoqQkBCkpJua\n3wAAIABJREFUpqZWel1kZCRSUlLQv39/BAYGYtCgQTh16hSmT5+OvLy8OoqeiKhqXFxc8Mcff0Am\nk6m1V3UApb44cEC56Nmnn4odCZH+YJEtEHd3d3h4eCAqKgoRERE4duwYgoKCcO/ePfj7+6vOi4yM\nxNSpU9W+GV2+fDnS09Ph6emJW7du4eTJk6o/Z8+eFaM7VE1LlixBmzZtEBwcDAsLC/j5+WHPnj14\n8OABvL29UVhYiKSkJNU2XmWLnxUXF8PCwuKFI9nPnj3D7Nmz0bFjR0yfPh2zZ8/GiRMn1M7p2LEj\n9u3bBzMzTlAh3anNvrEzZ87Enj17MG3aNAwdOhR+fn5YuXIlcnNzERsbW0c9ICKqmtoMoNQnGzYA\ngwcDr70mdiRE+oOfxgW0aNEijSmUq1atQqdOnVTnSCQSjYLq5s2bkEgkOH78OI4fP652zMHBAf36\n9auT+KnmLCwssG3bNgwYMACbNm3Chx9+iC1btmDr1q1YuHAh2rdvj/j4eAwZMkRtG6/CwsIqTRff\ns2cP/vnPfyIxMRGbN2/G5s2b1Y63aNECcXFxaMrVRkjHKts39ttvv0V2drbqg2d5z+fCMp07d0aT\nJk2QmZmps5iJiGri+QGUvLw8ODo6Ij4+Hvfu3cOCBQtU50VGRuLEiROIjo5W29Fj165dkEgkuHXr\nFhQKBU6cOIF///vfAIDJkyfXeX904eJF4F//Ao4cETsSIv3CIltADRo0gL+/v9rIdXnBwcEIDg5W\nayt/wz0Zpn79+iEgIADr16/H22+/jQ8++AA7duxAQEAAvL29sWfPHpSWlqJt27Y4fPgwgL+mi1dW\nZBcUFGDBggUYP348njx5gqCgILXjFhYWOHz4sOp+byJdqsq+sRUV2drIZDLIZDKNxX2IiPRBTQdQ\nAGD79u2qdolEgvj4eNUxYymyN2wA2rQBhg0TOxIi/cIim0hAf//733Hs2DEEBwdjy5Yt2LZtG7Zv\n3w5vb29s3LgRFy9eRJs2bXDnzh0UFRVVaSR7+fLlyM/Ph6+vL8aPH49nz56pHd+xYwd69+6t664R\nARB+39iDBw9CLpdj4MCBQoVIRCSYmg6gAMBPP/2ky9BEd/8+sH8/sHw5YGoqdjRE+oX3ZBMJqHHj\nxoiIiMDPP/+MuLg4TJw4EVFRUWjfvj0cHBwglUrRpk0bKBQKZGVlqe7Jrsivv/6K8PBwzJo1C9On\nT8fjx4/Vji9ZsgQTJkzQdbeIVITcNzYlJQXfffcdPD090aVLF8FiJCIi3du6VVlc+/mJHQmR/uFI\nNpHAhgwZgvfffx9ffvkldu3ahV27dmHPnj3w8vKCVCrF9OnTASj3uH7RFl55eXnw8PBAYmIisrKy\n1I5NmjQJn3/+uc77Q/Q8ofaNzczMRGhoKJydnTFv3rwqP78h7RtLZIh0uW8sGY+SEmDzZmDSJIA7\nMBJpYpFNpANff/014uPjsW7dOowdOxaRkZFYuXIldu/ejby8PDRs2BC3b99+YZHdo0cP2NjYICEh\nQa29T58+iIqKqvL+2kRCEWLf2Pv372P+/Plo0qQJVq1apXF/d2UMZd9YIkOly31jyXgcOaLctisw\nUOxIiPQTp4sT6YCNjQ02bdqEU6dOoW3btsjOzsaff/6JRo0a4eTJk6oVxouKiirdwis0NBQHDhxQ\naytbOK1hw4Z10RUiNbXdN/bRo0eYP38+5HI5Vq9eDVsOgRCRHispKUFERATGjx+PIUOGYMaMGbh0\n6VKVrn38+DHWrFmD0aNH4+2338Ynn3yCX3/9VccR143ISKBPH6BzZ7EjIdJPLLKJdGTs2LEYPXo0\nIiIiMHjwYERGRsLT01N1X/bzI9nafPfdd1ixYoVaW9OmTXHs2LFqrd5MJKTa7BtbWFiI4OBg5OTk\nICwsDC+99FKdx09EVB1hYWE4dOgQvLy8EBgYCFNTU4SEhCA1NbXS6xQKBUJCQpCYmIgxY8bg448/\nxsOHDxEUFIQ7d+7UUfS6cesWcPIkMG2a2JEQ6S9OFyfSoU2bNuHVV1/F06dPkZWVBU9PT/zwww/o\n3Lkzzp49C3t7e9jZ2WmMZJ85cwYfffSRWpupqSkOHjyIV199tS67QKSmNvvGLl++HOnp6Rg6dChu\n3bqFW7duqc63tLREv3796rw/RGIYP77uV2MeORKYOrVun9PQXbt2DYmJiQgICMD48eMBAF5eXvD1\n9UVERAQ2bNhQ4bWnTp1CWloalixZgv79+wMAPD09MWXKFOzYsQOLFy+ukz7owrZtQNOmyp9jItKO\nRTaRDrVs2RJr166Fr6+vqrA2MzNDQUEBsrKy0LRpU43p4jdv3sTo0aM1FpfauHEjvLy86roLRBpq\num/szZs3IZFIcPz4cRw/flztmIODA4tsMnp9+gCjRikXjSq3G6NOXb4M5OWxyK6u06dPw9TUFD4+\nPqo2c3NzDB06FN9++y2ys7MrnFmWlJQEW1tbVYENANbW1vD09ERCQgJKS0thZmZ4H8NLS5VF9qRJ\nQKNGYkdDpL8M77ebyMBMnToVe/fuRXJyMnJzc+Hu7o7ffvsNcrkcT548USuyHz58CB8fH429hufM\nmYOPP/5YjPCJNNR039jyKxYT1TcuLkBsbN0/75QpQLkNKqgKbt68CScnJ43FGd3c3AAAGRkZFRbZ\nGRkZaN++vUa7m5sbfvjhB2RlZaFt27bCB61jx48Df/4JlJtsR0Tl8J5sIh2TSCSIiopCUVERWrRo\ngYcPHyItLQ0A8OTJE7X9hfv374/r16+rXT9s2DCsXbu2zuMmIiKqz3JycrTumGBnZweFQqHxhXhV\nry07boi2bgW6dVP+IaKKcSRbQCUlJRpTKP38/Kq07cXjx4+xZcsWnDt3DoWFhXB3d0dAQIDWb0HJ\n8LRu3RorV67EnDlzVG1mZmYoLCxU7Svs7e2tsZBK586dER0dDdO6vnmPiIiMSlGRcgSyJrKzhY3F\nUBQVFaFBgwYa7c9/OV6TaxUKRaXXlsnOrvl7pgsPHgA//AB8843YkRDpP45kC4grUOqGsUwxnTVr\nFt544w2Ym5vD0tISDRs2RFFREX777TesWrUKp0+fVjvfwcEBcXFxaNKkiUgRC8NY3j/SX8b4M8Y+\nGQZD6VPDhsCFC4CjY1X/RKv9fcgQsXsgDgsLC431UQCguLhYdbwm10okkkqvLTNkSOXvS13/ef11\nwNISeO+9aryIL2Aov0PVZYz9Yp+qhyPZAuEKlLoTHR2NiRMnih1GrZmYmGDHjh3o2LEjiouLYWJi\nAhMTE6SkpCA+Pl7t3IYNG+Lo0aN45ZVXRIpWOMby/pH+MsafMfbJMBhKn1atAsaMqfr5S5ZE44sv\n/upXRgYwe7YOAtNzdnZ2ePDggUZ72VRvbdPBn79W25TwqlxbpmPHIDRqZK36e3r6z5g+HfD0FO9n\nrnVr5criQjGU36HqMsZ+GWOf1qxZo1Fo5+fnC/LYLLIFwhUoqSpcXV0RGhqK0NBQPHv2DM+ePcPd\nu3c1ztu1axd69eolQoRERGRsmjcH3n676udv3qx+fnKy8DEZAhcXF1y5cgUymUxt8bO0tDRIJBK0\na9eu0mu1zWRMS0uDhYUFXn755Rc+/86d4ej23M3PI0aMwN//blxFDpGYHB0dcfToUbW25OTkKt3q\n+yKcLi6QqqxAWZHKVqAsKipCFpcENSoLFy5UG6FWKBRqx1esWIFx48bVdVhERET0HA8PD8jlcsTF\nxanaSkpKIJVK4e7urho8yc3NRWZmJuRyudq1eXl5SEpKUrXl5+cjKSkJffr04eAJkZHjb7hAarsC\n5euvv6712rLjhrjNA2lnZmaG3bt3Y8CAARrHPvjgAyxcuFCEqIiIiOh57u7u8PDwQFRUFPLy8uDo\n6Ij4+Hjcu3cPCxYsUJ0XGRmJEydOIDo6Gg4ODgCURfahQ4ewevVq3L59G9bW1jhy5AiePXuGqdyw\nnMjoscgWiFgrUJYtvnHt2rXqhiw4uVyuikdIubm5OHfunOCPK5Znz57hs88+02jv3LkzPvzwQ1y+\nfFmEqHQnPz8fyUY617Ds904XP/ekrrJcZ4w/Y+yTYTDGPgGa/arPuW7RokUaO8esWrUKnTp1Up0j\nkUggkUjUrjMxMUFYWBi2bNmC2NhYFBUVwc3NDQsXLoSTk1Olz1lRvjPGnzdj7BNgnP2qL30SKt+x\nyBaIWCtQlt3PO3ny5OqGbFD69esndgg6d/XqVXh6eoodhk4IcW+LPrt79y46duwodhhG7UW5zhh/\nxtgnw2CMfQK096s+5roGDRrA398f/v7+FZ4THByM4OBgjfbGjRtj3rx5mDdvXrWes7J8Z4w/b8bY\nJ8A4+1Wf+lTbfMciWyBirUDZo0cPLF68GC1btlSNmhNR3SguLsbdu3fRo0cPsUMxesx1ROJhrqtb\nzHdE4hEq37HIFohYK1A2a9YMgwcPrl3wRFRj9W1URyzMdUTiYq6rO8x3ROISIt9xdXGBcAVKIiIi\nIiIiYvUmEK5ASURERERERCyyBSTGCpRERERERESkPySJiYkKsYMgIiIiIiIiMgYcyTYgubm5OHjw\nIK5fv4709HTIZDKEh4fj9ddfr/JjPHjwABs3bsSlS5egUCjQpUsXzJw5E61atdJh5FX3+PFjbNmy\nBefOnUNhYSHc3d0REBCA9u3bv/DanTt3YufOnRrt5ubmiI+P10W4FSopKdGY1eDn51elrQ9q8xrU\nhZr2LT4+HqtXr9Zol0gkOHjwIGxsbHQVcrXIZDLs27cP169fx/Xr11FQUIDg4GB4e3tX6Xp9f/8M\nmbHmQEPOe8aY64wxxzGvGR7mO03Md8JjvtMk1HvFItuAZGZmYv/+/XB0dISzszPS0tKqdb1MJkNQ\nUBCePn2KKVOmwMTEBAcPHkRQUBC2bt2KJk2a6CjyqlEoFAgJCcGtW7cwYcIENG3aFEeOHEFQUBAi\nIiLg6Oj4wseQSCQICgpCw4YNVW0mJnW/vl9YWBjOnDmDcePGqe7PDwkJQXh4eKUrFgrxGuhaTfsG\nKN+fDz/8EC1btlRrb9y4sS5Drpb8/Hzs2rULDg4OcHFxQUpKSpWvNYT3z5AZYw409LxnjLnOGHMc\n85rhYb7TjvlOWMx36oR8r1hkGxBXV1ccOXIEjRs3xunTp7F06dJqXX/48GH8+eef2Lx5Mzp06AAA\n6NWrF3x9fRETEwM/Pz9dhF1lp06dQlpaGpYsWYL+/fsDADw9PTFlyhTs2LEDixcvrtLjDBgwAE2b\nNtVlqJW6du0aEhMTERAQgPHjxwMAvLy84Ovri4iICGzYsKHCa4V6DXSlNn0r06tXL9XPnz5q3rw5\nDh06BBsbG6SnpyMgIKDK1+r7+2fojDEHGnLeM8ZcZ6w5jnnN8DDfVYz5ThjMd5qEfK+4hZcBsbS0\nrNW3Q0lJSXB1dVX7ZXjllVfQrVs3nDp1SoAIaycpKQm2traqH2oAsLa2hqenJ86dO4fS0tIqPY5C\nocDTp091FeYLnT59GqampvDx8VG1mZubY+jQoUhLS0N2dnaF1wr1GuhKbfr2PJlMhmfPnukqzFox\nMzOr8TQnfX//DJ0x5kBDznvGmOuMNccxrxke5ruKMd8Jg/lOk5DvFYvsekKhUOC3336Dq6urxjE3\nNzf8+eefkMlkIkT2l4yMDK33O7i5uaGoqAhZWVkvfAyFQoH33nsPPj4+GDp0KFauXIm8vDxdhFuh\nmzdvwsnJCZaWlmrtbm5uAJT9rIgQr4Eu1aZvgPL9CQoKwrBhwzBkyBAsXrwYd+7c0Vm8dU3f37/6\nTF9zoCHnPWPMdcxxmvT1vaKKMd8Jj/lOE/Nd5ThdvJ549OgRSkpKYGdnp3GsrC0nJ0fULcNycnK0\nLujxfHxt27at8PrGjRtj9OjReO2119CgQQNcvXoVhw8fxvXr1xEREaGRRHQlJyenwtdZoVAgJyen\n0mtr8xroWm361rBhQwwZMgRdu3aFlZUVbty4gZiYGAQGBiIiIgL29va6DL1O6Pv7V5/paw405Lxn\njLmOOU6Tvr5XVDHmO93Eznz3F+a7F2ORLRKFQoGSkpIqnWtubl7r5ysuLgYANGjQoMLHLyoqqvXz\nlKlJ/4qKiiqMT6FQvDC+sWPHqv29f//+cHNzw4oVK3D48GFMnDixitHXTmX9KDtek2ur8hroWm36\n5unpCU9PT9Xf+/btix49emDu3LnYvXs3goKCBI+3run7+6dPjDEH1re8Z4y5jjlOk76+V4aE+Y75\nTh9/h5jvNAn5XrHIFklKSgo++eSTF54nkUiwY8cOvPzyy7V6vrJfGG0JsSwZW1hY1Oo5nleT/llY\nWFQYn0QiqVF8b775JjZv3ozk5OQ6K7Ir60fZ8ZpcW9PXQEi16Zs2nTp1gru7O5KTkwWJT2z6/v7p\nE2PMgfUt7xljrmOO06Sv75UhYb5jvtPH3yHmO01CvlcsskXyyiuvIDg4uErnapvKUV1NmzZFgwYN\ntE79KGsT4nnK1KR/dnZ2OonP3t4ejx49qtG1NWFnZ4cHDx5otFelH7p6DYRSm75VxN7e3mju6dP3\n90+fGGMOrG95zxhzHXOcJn19rwwJ8x3znT7+DjHfaRLyvWKRLRJbW9sqb4ouBIlEAmdnZ6Snp2sc\nu3btGlq1aiXovSw16Z+LiwtSU1M12tPS0mBhYVHjb3bv3btX7Q3ka8PFxQVXrlyBTCZTe03T0tIg\nkUjQrl27Sq/VxWsglNr0rSL//e9/0axZMyHDFI2+v3/6xBhzYH3Le8aY65jjNOnre2VImO+UmO/U\nif07xHynScj3iquLG6n79+8jMzNTrW3AgAFIT0/HjRs3VG2ZmZm4fPmy2n0VYvHw8EBeXh6SkpJU\nbfn5+UhKSkKfPn1gZvbXd0La+pefn6/xmIcPH8bDhw/Rq1cv3QVejoeHB+RyOeLi4lRtJSUlkEql\ncHd3Vy0GkZubi8zMTMjlcrVrq/oaiKE2fdP2/ly4cAE3btyo0/dHKIb4/tUnhpIDDTnvGWOuq+85\nzpDeK/oL8x3zXU0w3+n2vWJmNDC7du2CRCLBrVu3oFAocOLECfz73/8GAEyePFl13sqVK3H16lX8\n9NNPqrZRo0bhhx9+QEhICN59912Ympri4MGDsLOzU21CLyYPDw8cOnQIq1evxu3bt2FtbY0jR47g\n2bNnmDp1qtq52vo3YcIEeHp6wtnZGebm5rh69SpOnTqF9u3bY/jw4XXWD3d3d3h4eCAqKgp5eXlw\ndHREfHw87t27hwULFqjOi4yMxIkTJxAdHQ0HBwcA1XsNxFCbvs2aNQvt2rWDq6srGjVqhBs3biA+\nPh4ODg6YNGmSWF3SKjY2Fk+ePFHtEXn+/HnV/48ZMwZWVlYG+f4ZA2PLgYac94wx1xlzjmNeMzzM\nd8x3usR8p9v3ikW2gdm+fTskEgkA5XSg+Ph41bHnE65EIlGdV8bS0hJff/01vvnmG+zevRsKhQJd\nunTBjBkzYG1tXTcdqISJiQnCwsKwZcsWxMbGoqioCG5ubli4cKHGNhPa+jd48GD85z//wZkzZ1Bc\nXIyWLVti4sSJmDRpkiCrdVbHokWLsG3bNiQkJKCgoADOzs5YtWoVOnXqVGkfqvMaiKWmfRs4cCAu\nXLiAS5cuobCwEHZ2dhg+fDjef/99vZtaFBMTg/v37wNQ9uXs2bM4e/YsAMDLywtWVlYG+/4ZOmPL\ngYae94wx1xlrjmNeMzzMd8x3usZ8p7v3SpKYmKgQpjtERERERERE9RvvySYiIiIiIiISCItsIiIi\nIiIiIoGwyCYiIiIiIiISCItsIiIiIiIiIoGwyCYiIiIiIiISCItsIiIiIiIiIoGwyCYiIiIiIiIS\nCItsIiIiIiIiIoGwyCYiIiIiIiISCItsIiIiIiIiIoGwyCYiIiIiIiISCItsIiIiIiIiIoGwyCYi\nIiKdO3r0KEpKSsQOg4hI55jvSJKYmKgQOwgiIiIyXv/+979x7do1mJqaQi6XY9CgQWjevLnYYRER\nCY75jgDATOwAiIiIyHjFx8cjNjYWW7ZsgUQiETscIiKdYb6jMpwuTkRERDrx9OlTrFu3Du+++y4/\ncBKRUWO+o+dxJJuojsnlcsTExEAikeDGjRvw8/ODVCqFTCaDq6srBg8eLHaIRESCyMrKQnFxMZyd\nncUOhYhIp5jv6HkcySaqY7GxsRg4cCAmTJgABwcHBAcHY/Lkybh+/TrOnz8vdnhERIJp3bo1WrZs\nifz8fLFDISLSKeY7eh5HsonqmJmZGVq2bAkAyM/PR+/evWFubo6goCDY2dmJHB0RkXAaNmyI/v37\n49dff0VGRgbMzc0xaNAgNGrUSOzQiIgExXxHz2ORTVTHRo0apfr///znP/Dz8wMATi8iIqOzd+9e\neHp6ws3NTexQiIh0ivmOnsfp4kQiefjwIf744w906tRJ7FCIiASXlZWFJ0+e8AMnERk95jsqj0U2\nUR2Sy+W4fPkyACAlJQUtW7aEjY0NAODnn39GZmammOEREQnm5MmT/BKRiOoF5jsqj0U2UR364Ycf\nEBISgqKiIly8eBHW1tYAgNLSUly+fBmvvPKKyBESEQnj8ePHuHDhgthhEBHpHPMdlWc6derU/xM7\nCKL6wtzcHHl5ecjMzMSQIUOQm5uLtLQ0pKSkYNy4cbC0tBQ7RCIiQVhZWWH9+vW4evUqmjdvjpde\neknskIiIdIL5jsqTJCYmKsQOgoiIiIzPv/71L2zevBmZmZlo3bo1pkyZgkGDBokdFhGR4Jjv6Hks\nsomIiEinLl68iEOHDuHixYtYu3YtunTpInZIREQ6wXxHAO/JJiIiIh169uwZevTogbCwMPTs2VPs\ncIiIdIb5jspwn2wiIiLSmUePHiEmJgZWVlZwcnLiqA4RGS3mOyrD6eJEREREREREAuF0cSIiIiIi\nIiKBsMgmIiIiIiIiEgiLbCIiIiIiIiKBsMgmIiIiIiIiEgiLbCIiIiIiIiKBsMgmIiIiIiIiEgiL\nbCIiIiIiIiKBsMgmIiIiIiIiEgiLbCIiIiIiIiKBsMgmIiIiIiIiEgiLbCIiIiIiIiKBsMgmIiIi\nIiIiEgiLbCIiIiIiIiKBsMgmIiIiIiIiEgiLbCIiIiIiIiKBsMgmIiIiIiIiEgiLbCIiIiIiIiKB\nmIkdANXOw4cP8csvv6Bly5YwNzcXOxyieqW4uBh3795Fjx490KxZM7HDqTMymQz79u3D9evXcf36\ndRQUFCA4OBje3t4vvDY+Ph6rV6/WaJdIJDh48CBsbGy0XsdcRySe+prrgNrlOwB4/PgxtmzZgnPn\nzqGwsBDu7u4ICAhA+/btK7yG+Y5IPELlOxbZBu6XX37BihUrxA6DqF5bvHgxBg8eLHYYdSY/Px+7\ndu2Cg4MDXFxckJKSUq3rJRIJPvzwQ7Rs2VKtvXHjxhVew1xHJL76luuA2uU7hUKBkJAQ3Lp1CxMm\nTEDTpk1x5MgRBAUFISIiAo6OjlqvY74jEl9t8x2LbANX9iF19+7dcHd3V7UHBQUhPDxcrLB0whj7\nBBhnv+pLn65du4bJkydrFIvGrnnz5jh06BBsbGyQnp6OgICAaj9Gr1690KFDhyqfX1GuA+rPz5uh\nY58MR/l+1ddcB9Qu3506dQppaWlYsmQJ+vfvDwDw9PTElClTsGPHDixevFjrdfxsZ/iMsV/1pU9C\n5TsW2QaubBqRu7s7unXrpmq3trZW+7sxMMY+AcbZr/rWp/o2nc/MzKzCad3VIZPJYGFhAROTFy8P\nUlGuA+rfz5uhYp8MR0X9qm+5DqhdvktKSoKtra2qwAaUr62npycSEhJQWloKMzPNj+L8bGf4jLFf\n9a1Ptc13XPiMiIjqlEKhQFBQEIYNG4YhQ4Zg8eLFuHPnjthhEREJKiMjQ+u9125ubigqKkJWVpYI\nURFRXeBINhER1ZmGDRtiyJAh6Nq1K6ysrHDjxg3ExMQgMDAQERERsLe3FztEIiJB5OTk4PXXX9do\nt7OzUx1v27ZtXYdFRHXAqIrskpISbNu2DQkJCSgoKICzszP8/PzQvXv3F15bndUfU1NTERERgYyM\nDFhZWcHT0xMfffQRLC0t1c5TKBTYt28f4uLikJOTAycnJ0yaNAmDBg2qNJZ58+YhOTkZo0aNwuzZ\ns6v3IhAR6TFPT094enqq/t63b1/06NEDc+fOxe7duxEUFFTp9WPGAA0bqrf98Qfg5qaDYKvIzAz4\n9lvgb38TLwYi0j9FRUVo0KCBRru5uTkUCgWKiooqvb58vhM71wHA668D+/eLGwORITCqIjssLAxn\nzpzBuHHj4OjoiPj4eISEhCA8PBwdO3as8LrqrP6YkZGBefPmoXXr1pgxYways7Oxf/9+3LlzB2Fh\nYWqPGxUVhejoaAwfPhwdOnTA+fPnsXz5ckgkEgwcOFBrLElJSUhLS4NEIqnVazFx4sRaXa+PjLFP\ngHH2i32i6ujUqRPc3d2RnJz8wnPl8iCUllqrtbVv3xpiLni8bx+webOwRbYx/ryxT4YhOjoad+7c\nwYgRI1Rt+fn5IkZkuCwsLFBSUqLRXlxcDIlEAgsLi0qvL5/vGjW6g3btouHuLs7P3e+/AzExQHg4\n8NJLwjymMf4OAcbZL2PsU+vWrdVyHSBcvjOaIvvatWtITExEQEAAxo8fDwDw8vKCr68vIiIisGHD\nhgqvrc7qj1FRUWjSpAm+/vpr1ci1g4MDvvrqK1y6dEk1av7gwQMcOHAAo0ePRmBgIABg2LBhmDNn\nDiIiIuDp6alRSBcXF2PLli147733sG3btlq9Hsb4i2CMfQKMs1/sE1WXvb19le5PPHIkXO8WXmnc\nGFi7Vllol5vQVGPG+PPGPhmGiRMnavQrOTm5SrMCSZ2dnR1ycnI02svayqaNV0Tf8t29e8CBA8CZ\nM8C77wrzmMb4OwQYZ7+MsU/a6kOh8p3RLHx2+vRpmJqawsfHR9Vmbm6OoUOHIi0tDdkGVhjBAAAg\nAElEQVTZ2RVeW9nqj+fOnUNpaSkA4OnTp7h06RLeeusttanh3t7eaNiwIRITE1VtZ8+ehVwux8iR\nI9Wea+TIkcjOzsZ//vMfjTiio6OhUCjwzjvvVP8FICIyYP/973/RrFkzscOokYkTgYIC4B//EDsS\nItInLi4u+PXXXzXa09LSYGFhgZdfflmEqGrOwQHo0AFIShI7EiL9ZzRF9s2bN+Hk5KRxX7Tb/25e\nycjIqPDaqq7++Ntvv0Eul2vs7WpmZoZ27dqpPUdGRgYaNmyIV155ReMxFQqFRtK9d+8e9u3bB39/\n/3q5RQYRGZ/c3FxkZmZCLper2rRNw7pw4QJu3LiBXr161WV4gunQAejWDYiOFjsSIhKLtnzn4eGB\nvLw8JD1Xlebn5yMpKQl9+vTRun2XvhswQDmSTUSVM7zf7grk5ORonXZjZ2cHhUKhdbrO89dWZfXH\nnJwcSCQS2Nraapxra2uL1NRU1d9zc3O17qv4/GM+b/PmzWjfvr3agkBERPoqNjYWT548Uc0SOn/+\nvOr/x4wZAysrK0RGRuLEiROIjo6Gg4MDAGDWrFlo164dXF1d0ahRI9y4cQPx8fFwcHDApEmTROtP\nbU2cCHz2GZCfD1hbv/h8IjIcNc13Hh4eOHToEFavXo3bt2/D2toaR44cwbNnzzB16lSxulMr/fsD\nUVFAbi6g5eMwEf2P0RTZla3gWHa8Jtc+v/pjcXGx2mOWP/f556hOPJcvX8aZM2ewefPmCmMkItIn\nMTExuH//PgBAIpHg7NmzOHv2LADlehhWVlaQSCQaa08MHDgQFy5cwKVLl1BYWAg7OzsMHz4c77//\nvsFOFweACROABQuAw4eBDz4QOxoiElJN852JiQnCwsKwZcsWxMbGoqioCG5ubli4cCGcnJzqvB9C\nGDBA+d+zZ4Fy60UR0XOMpsiubAXHsuM1ufb51R/LCuSyxyx/7vPPUdV45HI5Nm7ciLfeektjGnp1\nBAUFwbrc8Im2xUuIqGaio6MRXW4+cH1dcVcmk+Gtt97C9evXcf36dRQUFCA4OBje3t5q5wUHByM4\nOFitzdfXF76+vqq/r1mzBocPH8a9e/ewYsWKOolfF5yclCM8e/eyyCYyNuVzvzba8h0ANG7cGPPm\nzcO8efN0EVqda90aePll5X3ZLLKJKmY0RbadnR0ePHig0V6VFRyruvpj2dTz3NxcjXNzc3PVnsPW\n1hZXrlx54WNKpVJkZWXh008/xd27d9XOlclkuHv3LmxsbF64zUN4uH6tQElkbLji7l/y8/Oxa9cu\nODg4wMXFBSkpKTV6nPT0dEil0hfmN0MxaRIQEAD8+adw29sQEekTiUQ5ms3Fz4gqZzRFtouLC65c\nuQKZTKa2+FnZntPt2rWr9Nrn76d+/trnV39s27YtTE1NkZ6eDg8PD9V5paWlyMjIUNv7ul27djh+\n/DgyMzPVFj8ri6dsobXs7GzI5XLMmjVL7bklEgmkUilOnDiBpUuXom/fvtV8RYiIdKN58+Y4dOgQ\nbGxskJ6ejoCAgBo9zoYNG+Dt7Y1Lly4JHKE43n0XmDsX+O47ICRE7GhIHxUXA6dPA1omuulcp07K\nEUii2vLwUC70+PAhYMB3+RDplNEU2R4eHoiJiUFcXJxqC6ySkhJIpVK4u7vD3t4egHLE+fHjx3B0\ndISpqanq2jNnziApKQkD/nezibbVHxs1aoTu3bvj5MmTmDJliqqYl0qlKCwsVFu0rG/fvti0aRMO\nHz6M2bNnq9rj4uLQvHlzvPbaawCAQYMGaf0C4PPPP8cbb7wBHx8f1QrpRET6wMzMTOvCjtUhlUpx\n+/ZtLFu2zGiKbGtrYOxYYNs2IDhYOeJD9LwjRwCxdun09gbi48V5bjIugwcDz54BiYnA6NFiR0Ok\nn4ymyHZ3d4eHhweioqKQl5cHR0dHxMfH4969e1iwYIHqvNqu/ujn54fAwEDMmTMHPj4+yM7OxoED\nB9CzZ0/06NFDdZ69vT3Gjh2LmJgYlJaWwtXVFWfPnkVqaioWL16sWhzj5ZdfrnCfxJYtW6JPnz4C\nv1JEROKSyWTYunUrJk+eXOtiXd/4+gK7dwPnzgH9+okdDembwkLlf3/7DajLuyQCA4FKNlkhqpa2\nbYF27YCTJ1lkE1XEaIpsAFi0aBG2bduGhIQEFBQUwNnZGatWrUKnTp1U59R29cf27dtjzZo1iIyM\nxObNm2FpaYlhw4bho48+0ojH398fTZs2RVxcHKRSKZycnLB48WIMGjTohX3RFicRkTHYuXMnLCws\nMG7cOLFDEZyHh/ID6PbtLLKpYi+9VLdFtpUVi2wSlpcXcOKE2FEQ6S+jKrIbNGgAf39/+Pv7V3iO\nEKs/duzYEevXr69STDVd4fvHH3+s9jVERPouKysL33//PUJDQ1W34hgTExNg6lRg9Wpg3TqgcWOx\nIyIiEt5bbwGbNwO3bim/WCQidSZiB0BERPXHxo0b0bFjR/Qz4mHeDz4Anj4FYmLEjoSISDcGDgRM\nTZVTxolIk/ENIxARkV5KTk7GxYsXsXTpUrUtC+VyOYqKinD37l00bdoUVlZWFT5GUFAQrK2t1dpq\nOmNIV1q3Vo7yREQo79EmMiTR0dEa+0Ln5+eLFA3pK2troFcvZZE9fbrY0RDpHxbZRERUJ+7fvw+J\nRILQ0FC1dolEggcPHmDSpEmYMWMGxo4dW+FjhIeHo1u3broOtdZmzABGjgR++QV4bk1MIr2n7Uur\n5ORkdO/eXaSISF+99ZbytpjSUsAI7/4hqhX+ShARkU6U3zKxe/fuWLp0qcZ5a9euhYODA6ZMmYK2\nRnJz37BhyhHtb75RLoJGRGRshg4FliwBzp8H/rcDLhH9D4tsIiKqttjYWDx58gTZ2dkAgPPnz6v+\nf8yYMbCystLYMtHe3h729vYaj7Vx40bY2toa1ZaFpqbAxx8rP4CuWQPY2YkdERHVRElJicbONX5+\nflUa2U9PT8eOHTtw48YNyGQytGrVCsOGDcOoUaNgYmL4yyL16AG0bAkcPcoim6g8w/8NJyKiOhcT\nE4Pt27fj2LFjkEgkOHv2LLZv347t27ejoKAAQNW3IjTW7Qr9/IBnz4Bt28SOhIhqKiwsDIcOHYKX\nlxcCAwNhamqKkJAQpKamVnrdjRs3EBgYiPv372PixImYMWMGHB0dsXHjRmzevLmOotctExPAxweI\nixM7EiL9w5FsIiKqtvILI2lT0ZaJ5e3du1eIkPSOvT3wzjvKbW4++UQ5uk1EhuPatWtITExEQEAA\nxo8fDwDw8vKCr68vIiIisGHDhgqvPXr0KCQSCdatW4fG/9vLz8fHB3PnzkV8fDxmzpxZJ33QtREj\ngKgoID0dcHUVOxoi/cGRbCIiqhaZTIbt27cjODgYI0eOxKBBgyCVSqt07dWrV7F48WK8++678Pb2\nxtixYxEcHPzCUSFDNXOmch/Z48fFjoSIquv06dMwNTWFj4+Pqs3c3BxDhw5FWlqa6hYZbWQyGczN\nzVUFdhlbW1tYWFjoLOa69uabgKWlcso4Ef2FRTYREVVLfn4+du3ahczMTLi4uFRrundWVhZMTU0x\nYsQIzJ07F++++y7y8vIwZ84cXLx4UYdRi+Nvf1P+WbtW7EiIqLpu3rwJJycnWFpaqrW7ubkBADIy\nMiq89vXXX8fTp0+xZs0aZGZm4t69ezh69CjOnj2LSZMm6TTuumRlBQwezCnjROVxujgREVVL8+bN\ncejQIdjY2CA9PR0BAQFVvnbYsGEYNmyYWtvIkSPx3nvv4dChQ+jZs6fQ4YpKIgHmzQPGj+d2XkSG\nJicnB3ZaVi20s7ODQqFATk5Ohdf6+Pjg9u3bOHbsGP7xj38AAExNTTF79mwMHz5cZzGLYcQIwN8f\nyM5W3iZDREZWZNdmBcjHjx9jy5YtOHfuHAoLC+Hu7o6AgAC0b99e49zU1FREREQgIyMDVlZW8PT0\nxEcffaTxTadCocC+ffsQFxeHnJwcODk5YdKkSRg0aJDaeUlJSTh16hTS09ORm5sLe3t79O7dG1Om\nTNGYZkREJDYzMzPY2NgI9ngWFhZo1qwZHj9+LNhj6pPRowFnZ+VodhVuZSciPVFUVIQGDRpotJub\nm6uOV8TExAQvvfQSevbsCU9PT5ibm+PHH3/E+vXrYWtri759++os7rpWVmTHxgLTp4sdDZF+MKoi\nOywsDGfOnMG4cePg6OiI+Ph4hISEIDw8HB07dqzwOoVCgZCQENy6dQsTJkxA06ZNceTIEQQFBSEi\nIgKOjo6qczMyMjBv3jy0bt0aM2bMQHZ2Nvbv3487d+4gLCxM7XGjoqIQHR2N4cOHo0OHDjh//jyW\nL18OiUSCgQMHqs776quv0Lx5c3h5eaFFixa4desWYmNj8a9//QuRkZGqZE5EZCyePn2KkpIS5Ofn\nQyqV4vbt20Y1hfJ5pqbKhc/mzAFWrQLatBE7IiKqCgsLC5SUlGi0FxcXq45XZO/evYiNjcWuXbvQ\nsGFDAICHhwc++eQTrFu3Dr17937hNl5BQUGwtrZWa5s4cSImTpxY3a7oVIsWwMCBwP79LLLJsERH\nR2ss5Jqfny/IYxtNkV2bFSBPnTqFtLQ0LFmyBP379wcAeHp6YsqUKdixYwcWL16sOjcqKgpNmjTB\n119/rRq5dnBwwFdffYVLly6pRs0fPPh/9u4/ruazf+D46/RToSjuWGlTqDbGDN97fhWbcSdsfhvd\nX9MmMSZfU9htY7unuW3ZcFNsuNmiaaHtJr8i2W27V8Os5M6QH0OK/Doldb5/nHVuxznVUed06vR+\nPh4euM7nOp/3dT66nOvzua73dY2vvvqKl19+menTpwPqaZJvvvkmMTExBAQEaNYxLly4kM6dO2vF\n1L59e6Kioti7dy+BgYFG+pSEEKJuWLhwoWYNto2NDUFBQQQHB5s5KtOZOBEWLIBly9S/hBB1n6ur\nK9euXdMpL58mrm8qebkdO3bwzDPPaAbY5Xr27MmqVau4fPkyjz32WKXnj46OpmvXrtWIvPaNGQNT\npsCVK+DmZu5ohDCMvptWGRkZBs2CrorFJD6rSQbI1NRUXFxcNANsAGdnZwICAjh8+DD3798H1E9e\n0tPTefHFF7Wmhg8cOJBGjRqRkpKiKUtLS6O0tJRhw4ZpnWvYsGHk5eXxyy+/aMoeHmADmlhyc3MN\n/QiEEKLemDx5Mn/729+YM2cOTz31FPfv39f0tZaocWN1pvG1a+H6dXNHI4QwhLe3NxcuXECpVGqV\nZ2ZmolAoaNeuXYV1CwoKKC0t1Skv7+f0vVafDR+uzkGRkGDuSISoGyxmkF2TDJA5OTl61177+vpS\nXFzM+fPnAfj1118pLS2lQ4cOWsfZ2NjQrl07rXPk5OTQqFEjPD09dd5TpVLxn//8p9L2lN8lfXia\nkBBCWAJvb2+effZZBg0axN/+9jeysrL48MMPq6wXHh7O0KFDtX4Zsmd3XfDGG1BWBp9+au5IhKhY\nXFyczs9YeHi4ucMyC39/f0pLS0l6IHV2SUkJycnJ+Pn50fL3LF8FBQXk5uZqDZzbtGlDeno6t27d\n0pSVlZWRkpKCg4NDlU+x6xtXV3WW8S1bzB2JEHWDxUwXr0kGyPz8fL1Pk8vfLz8/n7Zt25Kfn49C\nocDFxUXnWBcXF619XgsKCvQmBnrwPSsTFxeHtbU1ffv2rfQ4IYSo72xsbOjZsydxcXHcu3ev0jwU\n9Wn65MP+8Ad1cqBly2DmTJB7qKIuMuX0yfrGz88Pf39/1q5dy/Xr1zX5fq5cucKcOXM0x8XGxrJ7\n927i4uJw+32u9Lhx41i8eDFhYWEEBQVhb2/Pvn37yMnJISQkBGtra3M1y2TGjIGQELh0CSzsHoIQ\nj8xinmTXJANkZXVVKpWmbnmiC31fAO3s7LTOUZN49u7dy86dOxk9erRW0jUhhLBU5X3iw9MyLc1b\nb4FSCZWkCRFC1CHz5s1jxIgR7N27lxUrVlBWVsbixYvp1KmT5hiFQqHJs1PuhRde4MMPP+QPf/gD\n8fHxrF69mqKiImbNmsUrr7xS282oFS+9BLa2sHmzuSMRwvws5kl2TTJAVlZXoVBo6pYPkMvf8+Fj\nHzxHdeM5fvw4S5cupUePHoSEhFQY88PqSwZKIeorU2agtFQFBQXcvn0bd3d3zVObGzdu0KxZM63j\nbt++TWpqKn/4wx8sfonMY4/B66/Dxx/DjBng5GTuiIQQlbG1tSU0NJTQ0NAKj4mIiCAiIkKnvFu3\nbnTr1s2U4dUpzZvDsGGwbh2Eh6vXaAvRUFnMILsmGSBdXV31Tt9+uG751POCggKdYwsKCrTO4eLi\nwtGjRx8pnpycHN5++228vLx49913q9za4UH1eQqlEPWBTKHUlpiYyJ07dzRJJb/77jvNn4cPH46j\no6PeKZQRERG0bNkSPz8/mjVrxpUrV0hOTiY/P5933nnHbO2pTREREBsLK1fC3LnmjkYIIYzn1Vch\nMBAyMqCB/vcoBGBBg2xvb2+OHj2KUqnUSn5mSAZIb29vrfXUD9a1t7enTZs2ALRt2xZra2uys7Px\n9/fXHHf//n1ycnK09r5u164dO3fuJDc3Vyv5WUXxXLx4kYiICFxcXIiKitLZ8kEIIeqS+Ph4rl69\nCqinSqalpZGWlgaot090dHTUO4UyMDCQ/fv3k5CQwO3bt2nSpAlPPfUUY8aMoWPHjrXeDnPw8FCv\nW/zoI5g+HZo0MXdEQghhHAMGQOvW6qfZMsgWDZnFDLL9/f2Jj48nKSmJ0aNHAxVngHx4+qK/vz+H\nDh0iNTVVk2issLCQ1NRUevbsiY2N+mNq3Lgxzz77LHv27CE4OFgzmE9OTqaoqIiAgABNPL169eLv\nf/8727ZtY8aMGZrypKQkWrRoofVlsqCggDlz5mBtbc2HH36Ik8wfFELUcYZk9NY3hXLYsGE6Wxs2\nRJGR6u28PvkE5s83dzRCCGEcNjbw5z+rZ+ssXQryzEg0VBYzyK5JBkh/f38SEhJYsmQJZ8+exdnZ\nme3bt1NWVsbEiRO1zhMSEsL06dN58803CQoKIi8vj6+++oru3btrrbtp2bIlI0aMID4+nvv37+Pj\n40NaWhonTpxg/vz5Wk935syZw+XLlxk7dizHjx/XOp+Li0uDnY4qhKiblEolmzdv5uTJk5w8eZJb\nt24RERHBwIEDq6ybkZHB3r17OXHiBHl5ebi4uPDMM88wadIkvTs3WCpPTwgLgyVLYMoU9fY3Qghh\nCSZOhA8/hKQkGDXK3NEIYR4WM8gGdQbIzz//nL1793Lr1i28vLwMygBpZWVFVFQUq1evJjExkeLi\nYnx9fZk7dy4eHh5ax7Zv356lS5cSGxvLqlWrcHBwYPDgwbz22ms68YSGhuLk5ERSUhLJycl4eHgw\nf/58+vfvr3XcmTNnANisJx1j586dZZAthKhTCgsL2bhxI25ubnh7e3Ps2DGD68bGxnLr1i0CAgJw\nd3fnt99+IzExkSNHjrBmzRq9Wx9aqvnz4fPPYfFi9RMfIYSwBL6+8NxzsGaNDLJFw2VRg+yaZIBs\n0qQJs2fPZvbs2VWep2PHjnz66acGxWRIhu99+/YZ9F5CCFEXtGjRgoSEBJo3b052djZhYWEG1502\nbZrWjU+A7t27M3PmTBITE5k0aZKxw62z/vAHmD1bPcieMUP9dFsIISxBWJh62nh2Nvj4mDsaIWqf\nxeyTLYQQonbY2NhU+4nzwwNsgKeffpqmTZuSm5tb09DqnVmz1Nt4vfuuuSMRQgjjGTUKWraEv//d\n3JEIYR4yyBZCCGFWSqUSpVJp8Xtk69O0KfzlL7BhA2RmmjsaIYQwjkaN4LXXYP16uH3b3NEIUftk\nkC2EEMKstm7dSmlpqdY2iA1JaCg88QS89Za5IxFCCOOZMkU9wN60ydyRCFH7LGpNthBCiPrl2LFj\n/OMf/yAgIIAuXbqYOxyzsLNTJz4bPhz++U8IDDR3RMISpadD9+7Vq3vnjnFjEQ2DpycMHQorVqhv\nJj6Ud1gIiyaDbCGEEGaRm5vLggUL8PLyMijpJEB4eLjOtHJDEkzWdS+9BP36qddoDxgAtrbmjkhY\nktdeA0dHw47NyYkjJydOq+zevUITRFU/lJSU6OxcExISYvDOL+np6XzxxRecOnUKlUqFh4cH48aN\nIyAgwLSB1xEzZkD//rB7Nxiwy6MQFkMG2UIIIWrd1atXeeutt2jatCmLFy/GwcHBoHrR0dF07drV\nxNHVPoUCli2DZ56BlSth5kxzRyQsib+/+pdhxv3+678yMjIa7HaiUVFRHDp0iJEjR+Lu7s6uXbuI\njIwkOjqajh07Vlp3586dLF26lG7duvH6669jZWXF+fPnuXr1ai1Fb34BAdCtG0RFySBbNCwyyBZC\nCFGrbt68yVtvvUVpaSnR0dG4uLiYO6Q64emn1VMq330Xxo9XZ+YVQphPVlYWKSkphIWFMer3DZ8H\nDBjApEmTiImJYfny5RXWvXz5Mp9++inDhw9n2rRptRVynaNQQGQkjBwJ338P//M/5o5IiNohic+E\nEEKYREFBAbm5uZSWlmrKioqKiIiIID8/n6ioKB577DEzRlj3LFqk/lL69tvmjkQIcfDgQaytrQkK\nCtKU2dnZERgYSGZmJnl5eRXW3bFjB2VlZbz66quAeheFhuqll6B9e/jwQ3NHIkTtkSfZQgghHlli\nYiJ37tzRfMn87rvvNH8ePnw4jo6OxMbGsnv3buLi4nBzcwPg/fffJzs7m8DAQM6cOcOZM2c07+ng\n4EDv3r1rvzF1SIsW6oH2m29CSAj06GHuiIRouE6fPo2Hh4fOchZfX18AcnJyaFnBlJOMjAw8PT05\ncuQIq1ev5tq1azRt2pRhw4bx6quvomhAWcCsrWHOHJg8GU6ehN8/PiEsmgyyhRBCPLL4+HjNukKF\nQkFaWhppaWmAejqlo6MjCoVC54vk6dOnUSgU7Ny5k507d2q95ubm1uAH2QBTp6r3lp08GX78EWzk\nf2ohzCI/Px9XV1edcldXV1QqFfn5+RXWvXDhAtbW1ixZsoRx48bh5eXFoUOH2LRpE2VlZbz22mum\nDL3OCQ6Gd96Bv/4VNm40dzRCmJ5F/dddkwyQt2/fZvXq1Rw+fJiioiL8/PwICwujffv2OseeOHGC\nmJgYcnJycHR0JCAggNdee03nTqdKpWLz5s0kJSWRn5+Ph4cH48ePp3///jrvee3aNVasWEF6ejoq\nlYouXbowbdo0WrduXf0PRAghTECpVPLiiy9y8uRJTp48ya1bt4iIiGDgQ1ltIiIiiIiI0CpbuXIl\nW7du5eTJk2RnZ6NUKomOjqZz58612YQ6zdoaYmLUaxc/+QT+7//MHZEQDVNxcTG2elL929nZaV6v\nSPn08MmTJzNmzBgA+vTpw82bN0lISGD8+PEGJ3y0BPb2MG8eTJ8Oc+fCk0+aOyIhTMuiBtnVzQCp\nUqmIjIzkzJkzjB07FicnJ7Zv3054eDgxMTG4u7trjs3JyWH27Nk8/vjjTJ06lby8PLZs2cLFixeJ\niorSet+1a9cSFxfHkCFD6NChA9999x3vv/8+CoWCfv36aY5TKpWEh4dz9+5dgoODsbKyYuvWrYSH\nh7NmzRqaNm1q/A9LCCGqqbCwkI0bN+Lm5oa3tzfHjh0zuG5ubi5btmzB3d0dLy8vMjMzTRhp/dWt\nG7zxBixYoE4Y9Pjj5o5IiIbH3t6ekpISnfJ79+5pXq+sbnFxsc6Dlf79+/Pvf/+bnJwcOnXqVOn5\nLW3LwtdegyVL1Mkd4+PNHY0QEBcXR1yc9paFhYXG2bLQYgbZNckAeeDAATIzM1m4cCF9+vQBICAg\ngODgYNavX8/8+fM1x65du5amTZuybNkyzR1INzc3Pv74Y9LT0zVPza9du8ZXX33Fyy+/zPTp0wEY\nPHgwb775JjExMQQEBGimUW7bto1Lly6xatUqOnToAECPHj2YNGkS8fHxhISEGPnTEkKI6mvRogUJ\nCQk0b96c7OxswsLCDK7r4+PD9u3badKkCQcPHmTRokUmjLR+e+892LpV/eRn+3Z1QjQhRO1xdXXl\n2rVrOuXl08T1TSUv16JFCy5evEjz5s21yps1a4ZKpeLWrVtVnt/Stiy0t1dPGQ8JgaNHoUsXc0ck\nGjp9N62MtWWhUbOLl6/HA/jhhx8qnUZjbDXJAJmamoqLi4tmgA3g7OxMQEAAhw8f5v79+wDcvXuX\n9PR0XnzxRa0pPgMHDqRRo0akpKRoytLS0igtLWXYsGFa5xo2bBh5eXn88ssvWuf38fHRDLABPD09\n6dq1KwcOHHj0D0MIIUzIxsZG54ujoRwcHGjSpImRI7JMTk7w6aeQlARff23uaIRoeLy9vblw4YJO\nZvDMzEwUCgXt2rWrsG75csOHB+nXrl1DoVDQrFkz4wdcD/z5z+pM43/5i7kjEcK0jDLIDg8P5913\n3+XIkSNcunQJgO7du5OammqMtzeIIRkgK5KTk6N37bWvry/FxcWcP38egF9//ZXS0lKtwTCov3C2\na9dO6xw5OTk0atQIT09PnfdUqVT85z//AdRT1X/99Vd8fHz0nv/SpUsNetsHIYRoyIYPV29/ExYG\nldwrFqLBUyqVHD9+nJycHK1tA2vC39+f0tJSkpKSNGUlJSUkJyfj5+enySyub7vCfv36oVKp+Oc/\n/6kpU6lU7Nq1i6ZNm+p8l2wobGzUOyh88w0cPGjuaIQwHaNMF4+OjiY3N5fY2FhWrVrFb7/9hre3\nN3Z2dgwYMMAYp6hSTTJA5ufn6026U/5++fn5tG3blvz8fBQKBS4uLjrHuri4cOLECc3fCwoK9D7p\nefA9AW7evElJSUmFsZcf6+HhUWH8Qgihz+XLl2nVqpW5wxA1oFDAqlXw1FPqNdpbtpg7IiHqnoMH\nD7JkyRKUSiUKhYKmTZsydOhQxo8fX+m66ar4+fnh7+/P2rVruX79uibfz5UrV0SBmM8AACAASURB\nVJgzZ47mOH3bFfbu3ZuuXbvyxRdfcOPGDby9vUlLS+OXX35h1qxZ2DTgbQPGjFEndZw5U72DgrW1\nuSMSwviM9hPu6enJ0KFD6dGjByqVitOnT+Pk5GSst69STTJAVlZXpVJp6pYnuih/z4ePffAchsZT\n/p7Vjb1cVlaVhwghjKyu/9ytW7eOuXPnAnDkyBH++Mc/AuqkHqmpqQwZMsSc4QkDtWoFK1bAK6/A\nqFHqRGhCiP86cuQIGzdupHHjxpw5c4bjx49z8OBBfvjhB5YuXVqjJSrz5s3T2blm8eLFWknL9G1X\nCPD+++/z2WefceDAAZKTk2nTpg3z58/Xu8tMQ6JQQHQ0PPccrFunTogmhKWp9iB77dq1nD59mpYt\nW/LUU0/RvXt3evToAVDlOhVTqGkGyIrqKhQKTd3yQW/5ez587IPnMDSe8vesbuzlJkwIB5wfKh33\n+y8hRM3F/f7rQcbJQGkqD96gO3jwoGaQ7ezsXGmeClH3jB0LX32l3kPb3x9+n6UqhED9oKd8lqGv\nry++vr6MHj2a3bt3s2bNGsLDw6v93ra2toSGhhIaGlrhMfq2KwRo1KgR06ZNY9q0adU+v6X64x9h\n/HiYPx9Gj1bnoBDCklR7kH3hwgU8PDwYN24cZWVlHDlyhMuXL+Pv74+3t7cxYzRITTJAurq66p1O\n/nDd8qnnBQUFOscWFBRoncPFxYWjR49W+Z5OTk7Y2toadP7KbNoUjZ+f5WSgFKLu0b1plZWVwYQJ\nNc9AaSoODg5aux48yLqezs+ztC1tDPXgtPGpU9Xb30i2cWEKptzSxlSeeOIJrdk65V588UUuXrxo\npqhEVaKi1EkdFy2CpUvNHY0QxlXtQfa7776r9ffAwEAA9uzZw+XLl+nVq1eNAntU3t7eHD16FKVS\nqZX8zJAMkN7e3lrrqR+sa29vT5s2bQBo27Yt1tbWZGdn4+/vrznu/v375OTkaO193a5dO3bu3Elu\nbq5W8rOH41EoFHh5eZGdna1z/qysLFq3bq2TzE0fPz+woF0ehBBGMGnSJKZOnUrHjh25desWBQUF\n2NjY8OOPP3L16lVzh1ctlralzaNwc4O//129nnHTJggONndEwhKZcksbUyksLGTFihV07NiRTp06\n8fTTT+Pr68vNmze1ZvQUFRXRqFEjM0YqHuThAW+/DQsWwIQJsqWXsCw1yi5++/ZtnbIBAwZoMmfX\npppkgPT39+f69eta2dDL1yz27NlTk5yicePGPPvss+zZs0cr43dycjJFRUUEBARoynr16oW1tTXb\ntm3TijMpKYkWLVrQsWNHTVnfvn3Jzs7m1KlTmrLc3Fx++uknrfcUQohH0bJlS5YtW0ZhYSEZGRmM\nGjWKl19+mZ07d1Y69dFY9PW3omZGj1ZvgTN1Kpw+be5ohKgbjh49yvz583nqqac4evQoERERBAUF\nMW7cOEpKSkhPT+fevXt8/PHH5g5VPGT2bPD1hcmTQf6rEJak2k+yFy5cyMGDB3niiScYNGgQffr0\noXXr1qhUKq5fv27MGA1SkwyQ/v7+JCQksGTJEs6ePYuzszPbt2+nrKyMiRMnap0nJCSE6dOn8+ab\nbxIUFEReXh5fffUV3bt3p1u3bprjWrZsyYgRI4iPj+f+/fv4+PiQlpbGiRMnmD9/vlaCjJdeeolv\nv/2WyMhIxowZg7W1NVu3bsXV1ZVRo0aZ9oMTQlg0d3d3Pv74Y65du8bVq1dxdXXV9H01kZiYyJ07\ndzRru7/77jvNn4cPH46jo6Pe/hZg48aNKBQKzpw5g0qlYvfu3fz8888ATJgwocaxWboVKyAtTb2e\n8dAh0JM3U4gGpV27diiVSoYNG0ZwcDClpaVkZ2fz888/c/z4cRYtWqTJPD5v3jxzhyseYGcHsbHQ\nqxesXAkzZpg7IiGMo9qD7LZt2zJ16lR++OEH9u3bR2xsLA4ODlhZWTF+/Hhjxmiw6maAtLKyIioq\nitWrV5OYmEhxcTG+vr7MnTtXZ+us9u3bs3TpUs12ZQ4ODgwePJjX9KRGDA0NxcnJiaSkJJKTk/Hw\n8NCbVdLBwYFly5axcuVKNm3ahEqlokuXLkydOlVn7aEQQlRHixYtaNGihdHeLz4+XjPlXKFQkJaW\nRlpaGqCe0eTo6Fhhxt1169ZpyhUKBbt27dK8JoPsqjVtCnFx6i+lCxfC+++bOyIhzGvkyJFcunSJ\nn376CX9/f6ytrXnyySd58sknGTNmDACnT5/mgw8+MHOkQp+ePWHKFHUStJdeggdWWQpRbylSUlJU\n1am4Z88eSkpK6NevHw4ODty5c4fz58/TrFkz2Ze1Fp06dYrQ0FDS09Mb7DpFIcylfJ1iTEwMHTp0\nMHc4Fk36Ol0ffKBez5iSos44Luq+jRvV0/2LiqAG2zfXOkvp6/7973/TvXt3c4dRpYbY3xUWqhM7\n+vjAnj1gVaMFrUJUn7H6u2r/Ex4wYACdO3cmJSUFUK9X9vX1lQG2EEJYOKVSybp164iIiGDYsGH0\n79+f5ORkg+vfvn2bpUuX8vLLL/OnP/2JWbNmmSWXR30XEQF9+6oTBunZXEMI8ZD6MMBuqJydYf16\n2L8fli83dzRC1FyN7hO5u7trsooLIYRoGAoLC9m4cSO5ubl4e3vrnRJeEZVKRWRkJCkpKQwfPpwp\nU6Zw48YNwsPDZaudR2Rtrc4yXlSkHmhL0iAhRH32wgvw5pvqG4iZmeaORoiakckYQgghHkmLFi1I\nSEggLi6O0NBQVCrDVx0dOHCAzMxMIiMjCQ4OZtiwYURHR2NlZcX69etNF7SF8vCAL7+E3btlbbYQ\nov5bvBi8vNQ3Dh/YfU2IekcG2UIIIR6JjY0NzZs3r1bd1NRUXFxc6NOnj6bM2dmZgIAADh8+zP37\n940VZoMxYIA6AdrChfAIs/aFEKLOcXBQz9D55Rf4v/8zdzRCVJ8MsoUQQtSanJwc2rdvr1Pu6+tL\ncXEx58+fN0NU9d/8+TBoELzyCuTmmjsaISxHSUkJMTExjBo1ikGDBjF16lTS09Mf+X2WLl1K//79\nmT9/vgmitCxdu8Inn6i39IqLM3c0QlSPDLKFEELUmvz8fFxdXXXKy8vy8/NrOySLYGWlzlzdpAmM\nGiXTLIUwlqioKBISEhgwYADTp0/H2tqayMhITpw4YfB7ZGdnk5ycjH19SilvZqGhMH48vP66rM8W\n9ZMMsoUQQtSa4uJibG1tdcrt7OxQqVQUy+iw2lxdYetWOHoUwsLgEZbKCyH0yMrKIiUlhddff53J\nkyczePBgPvroI9zc3IiJiTH4fZYvX87AgQNp1qyZCaO1LAoFxMTAE0/AyJFw86a5IxLi0diYOwAh\nhBANh729PSUlJTrl9+7dQ6FQVPmkJzw8HGdnZ62ycePGMW7cOKPGWV917w6xsTBxInTurM7UK8Sj\niIuLI+6hObqFhYVmisa8Dh48iLW1NUFBQZoyOzs7AgMD+eyzz8jLy6Nly5aVvkdycjJnz57lvffe\nq9Y084ascWP1jcM//hHGjoUdO8BGRi6inpB/qkIIIWqNq6ur3inh5WX6ppI/KDo6mq5du5okNkvx\nv/8LP/8Ms2aBnx+8+KK5IxL1ib6bVhkZGTz77LNmish8Tp8+jYeHBw4ODlrlvr6+gDrHRGWDbKVS\nyZo1a5gwYUK1k0U2dL6+8NVX8Kc/qROhffKJuSMSwjAWNci+ffs2q1ev5vDhwxQVFeHn50dYWJje\nJDv6XLt2jRUrVpCeno5KpaJLly5MmzaN1q1b6xx7+PBhNmzYwLlz52jevDmDBg0iODgYa2trreNK\nSkr4/PPP2bt3L7du3cLLy4uQkBCt/6xUKhXJyckcOnSInJwcbt68SevWrenfvz+jR4/Gzs6uZh+M\nEELUEd7e3nrXMmZmZmJvb0+bNm3MEJXl+fBDdXbeMWPg+++hQwdzRyRE/VNZDgmVSlVlDokNGzZg\nb2/PyJEjTRVigzBgAKxYoV4G4+MDU6eaOyIhqmYxa7JVKhWRkZGkpKQwfPhwpkyZwo0bNwgPD+fi\nxYtV1lcqlYSHh/Pzzz8THBzMxIkTycnJITw8nFu3bmkd+/3337NgwQKcnJyYMWMGvXv3ZuPGjSxf\nvlznfQ1JmFFUVMSSJUsoLCxk6NChvPHGG/j5+bFu3ToiIyNr/uEIIYQZFBQUkJubS2lpqabM39+f\n69evk5qaqikrLCwkNTWVnj17YiNzAY3C2lqdldfNDYYOhRs3zB2REPVPZTkkyl+vyPnz5/n6668J\nCwuTfs0IpkxRL3+ZMUM9bVyIus5ifuoPHDhAZmYmCxcu1Oy/GhAQQHBwMOvXr69yy4Rt27Zx6dIl\nVq1aRYffb/n36NGDSZMmER8fT0hIiObYVatW4e3tzZIlS7CyUt+ncHR05IsvvmDEiBGaJzHlCTPC\nwsIYNWoUAAMGDGDSpEnExMRoBuW2trasWLGCJ598UnOOwYMH4+bmxoYNG8jIyJDpkUKIOiUxMZE7\nd+6Ql5cHwHfffaf58/Dhw3F0dCQ2Npbdu3cTFxeHm5sboB5kJyQksGTJEs6ePYuzszPbt2+nrKyM\niRMnmqs5FqlZM0hKgh491BnH//lP0DNeEEJUoLIcEuWvV2TFihV07NiR3r17V/v8koNC20cfwcWL\nMHo07NwJ/fqZOyJR35kyB4XFDLJTU1NxcXHRDLABnJ2dCQgIYO/evdy/f7/SO4mpqan4+PhoBtgA\nnp6edO3alQMHDmgG2efOnSM3N5eZM2dqBtgAw4YNY9OmTRw8eJAJEyYAhifMsLGx0Rpgl+vTpw/r\n16/n3LlzMsgWQtQp8fHxXL16FQCFQkFaWhppaWmA+maio6MjCoUChUKhVc/KyoqoqChWr15NYmIi\nxcXF+Pr6MnfuXDw8PGq9HZaufXtITFSvy548GT7/XJ21VwhRNVdXV65du6ZTXlUOiYyMDP7973+z\naNEiLl++rCkvLS2luLiYy5cv4+TkhKOjY6XnlxwU2qytYdMm9eycoUMhJQW6dTN3VKI+M2UOCosZ\nZOfk5Ohde+3r68u3337L+fPnadu2rd66KpWKX3/9lcDAQL3109PTUSqVODg48J///AeFQoGPj4/W\nca6urrRs2ZKcnBxNWU0TZpR34g/fxRRCCHN7+M6vPhEREUREROiUN2nShNmzZzN79mxThCYeEhAA\n69er95x94gl45x0zByREPeHt7c3Ro0c13wHLZWZmolAoaNeund56V69eRaFQsGDBAq1yhULBtWvX\nGD9+PFOnTmXEiBEmjd8S2dvD11+r12kPGgQHD8JTT5k7KiF0WcwgOz8/n86dO+uUl99lzM/Pr3CQ\nffPmTUpKSipMblFe38PDg4KCAgBcXFx0jnVxcdG641nThBmbN2+mcePG/M///E+lxwkhRG0yJKFj\nRX788Uc2bNhATk4Otra2dO3alSlTptCqVataiLzheuUVOHcO5s2Dxx9Xb/ElhKicv78/8fHxJCUl\nMXr0aEDd/yUnJ+Pn56d5UFJQUMDt27dxd3fH2tqaZ599lkWLFum8X/ke28HBwRV+JxVVa9wYvv1W\nPV08IAD27lVvWShEXVInB9kqlUrvGhh9Hkw+UVFyCpVKVWlyivK1NYYktyj/XV/Gbzs7O5RKpebv\nNUmYsWnTJn766SdmzpxJ48aNKzxOCCFqW1RUFIcOHWLkyJG4u7uza9cuIiMjiY6OpmPHjhXW+9e/\n/sXbb7+Nj48PkydP5s6dOyQkJPDmm28SGxsrs3ZMLDISzp6F118Hd3f1kyAhRMX8/Pzw9/dn7dq1\nXL9+XdPfXblyhTlz5miOezj/RMuWLfXOVFyxYgUuLi707NmzNpthkZo3h/371Uth+vWDPXugAe4y\nJ+qwOjnIPnbsGLNmzaryOIVCwfr162nTpk2lySkUCkWlySnKB72GJLco/728/OFjHxx8Vzdhxv79\n+1m3bh2BgYEMGTKkwriFEKK2GZrQUZ+YmBjc3d1Zvny5ZrvD5557jsmTJxMXF8eUKVNqpQ0NlUIB\nK1fChQswYoR6PaN8KRWicvPmzdOZubN48WI6deqkOUZf/gl9DDlGGM7FRf0Ue9AgeP55SE4Gmfwp\n6oo6Ocj29PTUu45Pn/Lp2K6urnqnX1eVnALAyckJW1tbg+qXTxMvKCjQuUtZUFCAn5+fVmyPmjDj\nxx9/JCoqiueee47w8PAKY36YZKAUwrRMmYGyPjE0oePDbt26RW5uLmPHjtUMsEG95vHxxx9n//79\nMsiuBTY2sGULvPCC+ovpoUPwe5oQIYQetra2hIaGEhoaWuExFeWfeNiXX35pzNAE6l0Udu+GwYOh\nf3+Ij1f/WQhzq5ODbBcXFwYOHPhIdby9vbX2ni6XmZmJvb29ZlstfRQKBV5eXmRnZ+u8lpWVRevW\nrTUJL9q1a4dKpSI7O1sr+Vl+fj55eXlaT54fNWFGZmYmCxYswM/PjwULFmhlL6+KZKAUwrRMmYGy\nPqluQsfyWT36ZvDY29tz7tw5rl+/TvPmzU0QtXhQkybq7bz69lVPGT98GDw9zR2VEEJUj5OT+in2\n+PEwbBjExMADO+8KYRaGj+LqOH9/f65fv05qaqqmrLCwkNTUVHr27Km1fdfVq1fJzc3Vqt+3b1+y\ns7M5deqUpiw3N5effvqJgIAATdkTTzyBp6cn33zzDSqVSlO+fft2FAoFffv21YqptLSUpKQkTZm+\nhBmg3hps3rx5tG7dmr/+9a9613wLIYS5VTehY/PmzWnSpInOzdDCwkLOnTsHoHfmjzANFxf10x9b\nW/VA+/fd2IQQol5ydIStWyE0FF57Dd59Fx74mi5ErauTT7Krw9/fn4SEBJYsWcLZs2dxdnZm+/bt\nlJWVMfGhNKoffPABx48fZ//+/Zqyl156iW+//ZbIyEjGjBmDtbU1W7duxdXVVbPusFxoaChvv/02\ns2fPpn///vz6669s27aNoKAgPB94HGBowgylUsmcOXO4ffs2Y8eO5V//+pfW+dzd3fXuoy2EELWt\nugkdFQoFQ4YMYfPmzaxZs4bAwEBu375NbGws9+/fr7SuMI3HHlMnC+rdGwYOhAMHQHLPCSHqK2tr\nWLEC2rSBuXMhKws+/1ydjVyI2mYxg2wrKyuioqJYvXo1iYmJFBcX4+vry9y5c/Hw8NA6Vl+CCgcH\nB5YtW8bKlSvZtGkTKpWKLl26MHXqVJ21zs899xyLFi1iw4YNLF++nGbNmhEcHExwcLBOXIYkzCgs\nLNQ8wVmzZo3Oe7z44osyyBZC1AnVTegI8Oqrr1JYWMiWLVuIi4tDoVDQrVs3/vSnP/HNN9/oTEHX\nR/JPGJe3t/qJdt++EBQEu3bJF9KGTvJPiPpMoVDvpODjA3/+Mzz3HGzbBl5e5o5MNDQWM8gGaNKk\nCbNnz2b27NmVHhcdHa23vEWLFrzzzjsGnatXr1706tWryuMMSZjRqlUr9u3bZ9B5hRDCnKqT0LGc\njY0Ns2fP5rXXXuP8+fO4uLjg7u7Oe++9h0KhwN3dvcrzS/4J4+vUCXbuVE8bDwpS7z/r6GjuqIS5\nSP4JYQlefhmOHIGXXoLu3WHzZtm2UNQui1mTLYQQwvS8vb25cOECSqVSq7yihI76NGvWjE6dOuHu\n7k5ZWRnHjx/nySefpFGjRqYKW1Thj39UD7T//W8YMgTu3jV3REIIUTNPPQU//AA9eqiXxPzlL/D7\n6iQhTE4G2UIIIQxmaELHgoICcnNzKS0trfT9tmzZQkFBAaNHjzZp3KJqvXurs44fOaLO0PvQfRQh\nhKh3mjeHb76B99+HxYvB3x9+z7UphElZ1HRxIYQQpmVoQsfY2Fh2795NXFwcbm5uAOzZs4dDhw7x\n9NNP4+DgwI8//khqaiqDBw+md+/e5mqSeEDfvurp4oGB6mmW27eDTDAQQtRn1tYwbx4EBMArr0CX\nLhAbCw/lNRbCqGSQLYQQ4pEYktBRX4LJNm3acOvWLTZu3Mi9e/do06YNs2bNYvDgwbXdBFGJgAD1\nk5/Bg9XrGhMTZaAthKj/evaEo0dh8mQYPVr9a8UKeGBHXSGMRqaLCyGEMLqIiAj27duneYoN4Ovr\ny5QpU3jyySdxdHTkwoULfP3113z99deUlZWZMVrxsP79ISlJva3X0KFw5465IxJCiJpr1gy2bIG4\nONi3D558EuLjZU9tYXzyJFsIIcQjiYqK4tChQ4wcOVIzXTwyMpLo6Gg6duxYYb1Tp04xffp02rRp\nw7hx42jUqBE//PADK1as4LfffmPatGm12ApRlRdeUCdDCwqCQYPU08idnMwdlRC1q6SkRGfmTkhI\nSJXZ1jMyMti7dy8nTpwgLy8PFxcXnnnmGSZNmoSLi0stRS/0UShg7Fjo1w/eeAPGjFEPuj/5BDw9\nzR2dsBTyJFsIIYTBsrKySElJ4fXXX2fy5MkMHjyYjz76CDc3N2JiYiqtu2PHDhQKBZ988gkjR44k\nKCiIRYsW8fTTT7Nr165aaoF4FAEBsHcv/PwzPP88FBSYOyIhaldUVBQJCQkMGDCA6dOnY21tTWRk\nJCdOnKi0XmxsLMeOHaNPnz5Mnz6d/v37c+DAASZPnsz169drKXpRGTc3+Oor9a/vvwdfX3VytOJi\nc0cmLIEMsoUQQhjs4MGDWFtbExQUpCmzs7MjMDCQzMxM8vLyKqyrVCqxs7OjSZMmWuUuLi7Y29ub\nLGZRM3/8I6SkwNmz6kH3lSvmjkiI2lGTm4rTpk3jiy++4PXXXycwMJCQkBA++OADCgoKSExMrKUW\nCEOMHAnZ2TBtGixYAJ06QXKyuaMS9Z0MsoUQQhjs9OnTeHh44ODgoFXu6+sLQE5OToV1O3fuzN27\nd1m6dCm5ublcuXKFHTt2kJaWxvjx400at6iZZ56Bgwfh2jV1BvILF8wdkRCmV5Obig8mgiz39NNP\n07RpU3Jzc00Sr6i+pk3hb3+DY8fAw0O9RCYwUD2LR4jqkDXZQgghDJafn4+rq6tOuaurKyqVivz8\n/ArrBgUFcfbsWb755hv++c9/AmBtbc2MGTMYMmSIyWIWxvHkk3DokHraeO/esHs3dOhg7qiEMB1D\nbiq2fITU1EqlEqVSibOzs1HjFMbz5JPqhGgJCeptvzp3hj//GRYtkvXa4tFY1CD79u3brF69msOH\nD1NUVISfnx9hYWG0b9/eoPrXrl1jxYoVpKeno1Kp6NKlC9OmTaN169Y6xx4+fJgNGzZw7tw5mjdv\nzqBBgwgODsba2lrruOokzCgtLSUkJITc3FymTJnC6NGjH+2DEEIIEykuLsbW1lan3M7OTvN6Rays\nrHjsscfo3r07AQEB2NnZsW/fPj799FNcXFzo1auXyeIWxuHtDWlpMHAg9OqlTobWo4e5oxLCNGpy\nU1GfrVu3UlpaSr9+/YwVojABhUI9hXzYMFizBhYuhM2b1dPJ33oLWrUyd4SiPrCY6eIqlYrIyEhS\nUlIYPnw4U6ZM4caNG4SHh3Px4sUq6yuVSsLDw/n5558JDg5m4sSJ5OTkEB4ezq1bt7SO/f7771mw\nYAFOTk7MmDGD3r17s3HjRpYvX67zvtVJmJGQkMDVq1d19pgVQghzs7e3p6SkRKf83r17mtcr8uWX\nX7Jlyxb+8pe/MGDAAPz9/Vm0aBGdOnXik08+kW286gkPD/UT7Q4d1Ft9ydpFYalqclPxYceOHeMf\n//gHAQEBdOnSxWgxCtOxtYWpUyEnByIjYe1aaNsW3nwTDBhaiAbOYp5kHzhwgMzMTBYuXEifPn0A\nCAgIIDg4mPXr1zN//vxK62/bto1Lly6xatUqOvw+/61Hjx5MmjSJ+Ph4QkJCNMeuWrUKb29vlixZ\ngpWV+j6Fo6MjX3zxBSNGjKBNmzbAfxNmhIWFMWrUKAAGDBjApEmTiImJ0Tsov379Ohs3buSVV17h\n888/r/kHI4QQRuTq6sq1a9d0ysuf6Oh76lNux44dPPPMMzRq1EirvGfPnqxatYrLly/z2GOPVXr+\n8PBwnamW48aNY9y4cYY2QRiBiwvs2aPe+iYoCNatgwkTzB2VMIa4uDji4uK0ygoLC80UjXnV5Kbi\ng3Jzc1mwYAFeXl7Mnj3b4PNLf1c3NG0K774LM2fCp59CdDSsXg0hIRARAY8/bu4IRXWZsr+zmEF2\namoqLi4umgE2gLOzMwEBAezdu5f79+9jY1Nxc1NTU/Hx8dEMsAE8PT3p2rUrBw4c0Ayyz507R25u\nLjNnztQMsAGGDRvGpk2bOHjwIBN+/6ZRWcKMzz77jLy8PJ21PLGxsTz++OO88MILMsgWQtQ53t7e\nHD16FKVSqbVOMTMzE4VCQbt27SqsW1BQQGlpqU75/fv3AfS+9rDo6Gi6du1ajciFsTk6QmIihIZC\ncLA66/j//Z+5oxI1pW8Ql5GRUeW+0JaoJjcVy129epW33nqLpk2bsnjxYp313ZWR/q5uadZMnX18\n5kxYuRI++ghiY2HECAgPV+/EIOoXU/Z3FjNdPCcnR+/aa19fX4qLizl//nyFdVUqFb/++is+Pj56\n61+6dAmlUgnAf/7zHxQKhc6xrq6utGzZUiuz7qNm4c3KymL37t1MmzatitYKIYR5+Pv7U1paSlJS\nkqaspKSE5ORk/Pz8NDcOCwoKyM3N1Ro4t2nThvT0dK0lOGVlZaSkpODg4FDlU2xR99jYqKdQzpsH\ns2erf8msf2EpvL29uXDhguY7YDlDbioC3Lx5k7feeovS0lKWLFmCi4uLKcMVtcTJCebOhXPn4JNP\nICMDnnsOevZU77n9+31j0cBZzCC7suQU5a9X5ObNm5SUlBhUv6CgAEBvR+ni4qJ1x/NRE2Z8+umn\nPP/88/j5+VUYqxBCmJOfnx/+/v6sXbuWmJgYvvnmG8LDw7ly5QqhoaGa42JjY5k4caJWnzhu3Dhu\n3bpFWFgYmzdvJjExkRkzZpCTk8Mrr7yikzhS1A8KBfz1r7B8OXz8MYwem3yzpwAAIABJREFUDXfv\nmjsqIWquJjcVi4qKiIiIID8/n6ioKLmJaIEaN1YnQ8vOhu3bwd5e3f95ecF778GlS+aOUJhTnZwu\nrlKp9K6B0efB5BMVJadQqVSVJqcoX1tjSHKL8t/Lyx8+9sG7nY+SMGPnzp2cPXuW9957r8I4hRCi\nLpg3b57OrgmLFy/W2hdWoVDoJG984YUXaNasGV9++SXx8fHcuXOHNm3aMGvWLAYPHlzbzRBG9sYb\n6i1uxo2Dfv3UXzolC6+ozx68qXj9+nXc3d3ZtWsXV65cYc6cOZrjYmNj2b17N3Fxcbi5uQHw/vvv\nk52dTWBgIGfOnOHMmTOa4x0cHOjdu3ett0eYhpUVDB2q/vXTT7BqFURFqbOSDx0KL76oPkbUjvKb\nHY+wMsMk6uQg+9ixY8yaNavK4xQKBevXr6dNmzaVJqdQKBSVJqcoH/Qaktyi/Pfy8oePfXDwbWjC\njLt377J27VrGjh1LixYtKoyzMpIcQwjTkmRA/2Vra0toaKjWk+uHRUREEBERoVPerVs3unXrZsrw\nhBkNHQqpqTBkiHp94rffwlNPmTsqIaqvujcVT58+jUKhYOfOnezcuVPrNTc3NxlkW6hnnlGv0/7b\n3+CLLyAmRp2hXNQOlUr9u6urOimnOdXJQbanp6feL2f6lE/HdnV11Tsl3JDkFE5OTtja2hpUv3ya\neEFBgU7SsoKCAq2p3oYmzNi8eTP379+nX79+XL58GYC8vDxAvff35cuXadGiRaWJ2yQ5hhCmJcmA\n/qukpETnS2dISEiVn0V4eDjHjh3T+5qNjQ27d+82Rbiilj37LHz/PQwerF6jmJAAL7xg7qiEqJ7q\n3lR8+KasaFicndWDaxlg1678fGjRom6si6+Tg2wXFxcGDhz4SHW8vb317j2dmZmJvb29ZlstfRQK\nBV5eXmRnZ+u8lpWVRevWrTXJy9q1a4dKpSI7O1sr+Vl+fj55eXkMGTJEKyZDsvDm5eVx+/ZtJk6c\nqBPXpk2b+OKLL4iNjcXb29uwD0MIIUwoKiqKQ4cOMXLkSM30ycjISKKjo+nYsWOF9SZMmKAzLbyo\nqIiPP/6Y7t27mzpsUYvatIG0NPUWX3/6k3r65GuvmTsqIYQQonbUyUF2dfj7+3Po0CFSU1Pp27cv\noJ7KmZqaSs+ePbWeAl+9epWioiI8PT01ZX379mXt2rWcOnVKs41Xbm4uP/30E2PHjtUc98QTT+Dp\n6ck333zDkCFDNNODtm/fjkKh0Jy7PKb4+HiSkpIYPXo0oD9hxogRI3SmDd24cYOPPvqIQYMG0bt3\nb1q3bm3Mj0sIIaolKyuLlJQUwsLCGDVqFAADBgxg0qRJxMTEsHz58grr6nvSvWfPHgCef/550wQs\nzMbJCZKSYPp0eP11OHUKFi8GyW8nhBDC0lnUIDshIYElS5Zw9uxZnJ2d2b59O2VlZTpPiD/44AOO\nHz/O/v37NWUvvfQS3377LZGRkYwZMwZra2u2bt2Kq6ur5otkudDQUN5++21mz55N//79+fXXX9m2\nbRtBQUFaA3dDE2a0a9dOZxuI8mnjTzzxBD179jTWxySEEDVy8OBBrK2tCXpgsZOdnR2BgYF89tln\n5OXl6Sylqcy+fftwcHCgV69epghXmJmNDfz979Chg3p7r6ws+PJLaNrU3JEJIYQQpmMxg2wrKyui\noqJYvXo1iYmJFBcX4+vry9y5c/Hw8NA6Vl+CCgcHB5YtW8bKlSvZtGkTKpWKLl26MHXqVJ2EYs89\n9xyLFi1iw4YNLF++nGbNmhEcHExwcLBOXIYkzKjIwzEKIYS5nT59Gg8PD60lMAC+vr4A5OTkGDzI\nLiwsJD09nf79+1eanFLUbwoFhIeDry+MHatep71jB7Rta+7IhBBCCNOwmEE2QJMmTZg9ezazZ8+u\n9Ljo6Gi95S1atOCdd94x6Fy9evUy6MmLIQkz9GnVqhX79u17pDoPiouLs7jM4pbYJrDMdkmbLFd+\nfr7eRJKurq6oVCq9CSQrsn//fsrKynihhlmxLPHaWGKbbtyI48iRcQwZAk8/DZawbfDNm3E4ORl+\nnerLhgSW+O/PEljidbHENoFltqs+tKn8+eTUqWBIDm19fXhRkXFisahBtviv+vCD8KgssU1gme2S\nNlmu4uJibG1tdcrLty8sLi42+L327duHs7NzjTO0W+K1seQ2/fADLF8Od+6YO6Ka+/rrOIYNe7Tr\n9Pjj6n1c6zJL/PdnCSzxulhim8Ay21Uf2tS8OXz0Efy+6rZK+vrwK1fgH/+oeSwyyBZCCGEwe3t7\nSkpKdMrv3buned0Qv/32G5mZmQwfPhwrKyuDzx8eHq6zhOfixYsG1xfm5+ICBk4aq/NOnoQlS8wd\nhXHFxcXxww8/MHToUE1ZYX15BC+EaNAUCpg1y/Dj9fXhGRkyyBZCCFHLXF1duXbtmk55+TRxfVPJ\n9dm7dy8KheKRs4pHR0fTtWtXrbIHBwNCiJoZN24ccXFx7NixQ1OWkZFR4xknQgjRkBj++EAIIUSD\n5+3tzYULF1AqlVrlmZmZKBQKnZ0SKrJv3z4ee+wx/Pz8TBGmEEIIIYTZyJPseq58imZWVpZWeWFh\nIRkZGeYIyWQssU1gme1qKG0q/7kr/zlsCPz9/YmPjycpKYnRo0cDUFJSQnJyMn5+fprM4gUFBdy+\nfRt3d3esH9oYOScnh9zcXP73f//X4PNW1NdBw/n3Vt9Jm+qPh9vVEPs6c5LvdvWfJbarobTJWP2d\nDLLrufL9tCdMmKDzmiVO7bLENoFltqshteny5ct07NixlqMxDz8/P/z9/Vm7di3Xr1/H3d2dXbt2\nceXKFebMmaM5LjY2lt27dxMXF4ebm5vWe+zZs+eRp4pX1tdBw/r3Vp9Jm+oPfe1qSH2dOcl3O8tg\nie1qSG2qaX8ng+x6rlu3bsyfP59WrVppsvsKIWrHvXv3uHz5Mt26dTN3KLVq3rx5fP755+zdu5db\nt27h5eXF4sWL6dSpk+YYhUKBonwvjQeoVCpSUlLo0KEDHh4eBp9T+johzKeh9nXmIv2dEOZjrP5O\nkZKSojJSTEIIIYQQQgghRIMmic+EEEIIIYQQQggjkUG2EEIIIYQQQghhJDLIFkIIIYQQQgghjEQG\n2UIIIYQQQgghhJHIIFsIIYQQQgghhDAS2cLLAhQUFLB161ZOnjxJdnY2SqWS6OhoOnfubPB7XLt2\njRUrVpCeno5KpaJLly5MmzaN1q1bmzDyyt2+fZvVq1dz+PBhioqK8PPzIywsjPbt21dZd8OGDWzY\nsEGn3M7Ojl27dpkiXC0lJSU6WxyFhIQYtL9gTdptStVt065du1iyZIlOuUKhYOvWrTRv3txUIVdJ\nqVSyefNmTp48ycmTJ7l16xYREREMHDjQoPp19VpZKunrdElfZ3zS1+mqq9fKkkl/p0v6O+OT/k6X\nsa6VDLItQG5uLlu2bMHd3R0vLy8yMzMfqb5SqSQ8PJy7d+8SHByMlZUVW7duJTw8nDVr1tC0aVMT\nRV4xlUpFZGQkZ86cYezYsTg5ObF9+3bCw8OJiYnB3d29yvdQKBSEh4fTqFEjTZmVVe1M3oiKiuLQ\noUOMHDkSd3d3du3aRWRkJNHR0ZVubG+MdptKddsE6mvx6quv0qpVK63yJk2amDLkKhUWFrJx40bc\n3Nzw9vbm2LFjBtety9fKUklfp5/0dcYlfZ22unytLJn0d/pJf2dc0t9pM+a1kkG2BfDx8WH79u00\nadKEgwcPsmjRokeqv23bNi5dusSqVavo0KEDAD169GDSpEnEx8cTEhJiirArdeDAATIzM1m4cCF9\n+vQBICAggODgYNavX8/8+fMNep++ffvi5ORkylB1ZGVlkZKSQlhYGKNGjQJgwIABTJo0iZiYGJYv\nX15hXWO129hq0qZyPXr00Pz7qitatGhBQkICzZs3Jzs7m7CwMIPr1tVrZcmkr6uY9HXGIX2drrp6\nrSyd9HcVk/7OOKS/02XMayVrsi2Ag4NDje4apaam4uPjo/VD4unpSdeuXTlw4IARIqxeTC4uLpp/\n4ADOzs4EBARw+PBh7t+/b9D7qFQq7t69a6ow9Tp48CDW1tYEBQVpyuzs7AgMDCQzM5O8vLwK6xqr\n3cZWkzY9SKlUUlZWZqowH5mNjU21pzTV1WtlyaSvq5j0dcYhfZ2uunqtLJ30dxWT/s44pL/TZcxr\nJYPsBk6lUvHrr7/i4+Oj85qvry+XLl1CqVTWelw5OTl61z74+vpSXFzM+fPnq3wPlUrFK6+8QlBQ\nEIGBgXzwwQdcv37dFOFqOX36NB4eHjg4OGiV+/r6Auq2VcQY7TaFmrQJ1NciPDycwYMHM2jQIObP\nn8/FixdNFm9tqKvXSugnfZ3xSV+nS/o6URdIf2d80t/pkv6ucjJdvIG7efMmJSUluLq66rxWXpaf\nn4+Hh0etxpWfn683uceDMbVt27bC+k2aNOHll1/mqaeewtbWluPHj7Nt2zZOnjxJTEyMTodi7Ngr\n+jxVKhX5+fmV1q1Ju02lJm1q1KgRgwYN4plnnsHR0ZFTp04RHx/P9OnTiYmJoWXLlqYM3WTq6rUS\n+klfZ5rYpa/7L+nrRF0h/Z1pYpf+7r+kv6uaDLLrGJVKRUlJiUHH2tnZ1fh89+7dA8DW1rbC9y8u\nLq7ROarTpuLi4gpjUqlUVcY0YsQIrb/36dMHX19f/vrXv7Jt2zbGjRtnYPSPrrLYy1+vTl1D2m0q\nNWlTQEAAAQEBmr/36tWLbt26MXPmTDZt2kR4eLjR460NdfVa1RfS10lfVxd/fqSv01VXr1V9Iv2d\n9Hd18WdI+jtdxrxWMsiuY44dO8asWbOqPE6hULB+/XratGlTo/OV/yDp6yjLO2l7e/sanaM6bbK3\nt68wJoVCUa2Ynn/+eVatWkVGRoZJO+LKYi9/vTp1q9tuY6hJm/Tp1KkTfn5+ZGRkGCU+c6ir16q+\nkL5O+rq6+PMjfZ2uunqt6hPp76S/q4s/Q9Lf6TLmtZJBdh3j6elJRESEQcfqm+LxqJycnLC1tdU7\nJaS8rKbnqU6bXF1dTRJTy5YtuXnzZrXqGsrV1ZVr167plBsSu6naXVM1aVNFWrZsWa/X8tXVa1Vf\nSF8nfV1d/PmRvk5XXb1W9Yn0d9Lf1cWfIenvdBnzWskgu45xcXExeLN0Y1AoFHh5eZGdna3zWlZW\nFq1bt67xGpfqtMnb25sTJ07olGdmZmJvb1/tu7xXrlx55M3kH5W3tzdHjx5FqVRqfXaZmZkoFAra\ntWtXaV1TtLumatKmivz22280a9bMmGHWqrp6reoL6evUpK/TZu6fH+nrdNXVa1WfSH+nJv2dNnP/\nDEl/p8uY10qyizcwV69eJTc3V6usb9++ZGdnc+rUKU1Zbm4uP/30k9Z6i9rk7+/P9evXSU1N1ZQV\nFhaSmppKz549sbH57/0hfW0qLCzUec9t27Zx48YNevToYbrAUcdeWlpKUlKSpqykpITk5GT8/Pw0\nySAKCgrIzc2ltLRUq66h7a5NNWmTvmtx5MgRTp06ZfJrYSz16VoJNenrpK+rDunr6s+1Ev8l/Z30\nd9Uh/Z1pr5X0jBZi48aNKBQKzpw5g0qlYvfu3fz8888ATJgwQXPcBx98wPHjx9m/f7+m7KWXXuLb\nb78lMjKSMWPGYG1tzdatW3F1ddVsTl/b/P39SUhIYMmSJZw9exZnZ2e2b99OWVkZEydO1DpWX5vG\njh1LQEAAXl5e2NnZcfz4cQ4cOED79u0ZMmSISWP38/PD39+ftWvXcv36ddzd3dm1axdXrlxhzpw5\nmuNiY2PZvXs3cXFxuLm5PXK7a1NN2vTGG2/Qrl07fHx8aNy4MadOnWLXrl24ubkxfvx4czVJIzEx\nkTt37mj2g/zuu+80fx4+fDiOjo716lpZOunrpK8zJenr6s+1agikv5P+zpSkvzPttZJBtoVYt24d\nCoUCUE8T2rVrl+a1BztihUKhOa6cg4MDy5YtY+XKlWzatAmVSkWXLl2YOnUqzs7OtdOAh1hZWREV\nFcXq1atJTEykuLgYX19f5s6dq7PlhL42vfDCC/zyyy8cOnSIe/fu0apVK8aNG8f48eONkrmzKvPm\nzePzzz9n79693Lp1Cy8vLxYvXkynTp0qjftR2l3bqtumfv36ceTIEdLT0ykqKsLV1ZUhQ4bw5z//\nuU5MKYqPj+fq1auAOv60tDTS0tIAGDBgAI6OjvXuWlky6eukrzM16evqz7WydNLfSX9natLfme5a\nKVJSUlTGaY4QQgghhBBCCNGwyZpsIYQQQgghhBDCSGSQLYQQQgghhBBCGIkMsoUQQgghhBBCCCOR\nQbYQQgghhBBCCGEkMsgWQgghhBBCCCGMRAbZQgghhBBCCCGEkcggWwghhBBCCCGEMBIZZAshhBBC\nCCGEEEYig2whhBBCCCGEEMJIZJAthBBCCCGEEEIYiQyyhRBCCCGEEEIII5FBthBmtmPHDkpKSswd\nhhBCmJT0dUKIhkL6O6FISUlRmTsIIRqqn3/+maysLKytrSktLaV///60aNHC3GEJIYRRSV8nhGgo\npL8TADbmDkCIhmrXrl0kJiayevVqFAqFucMRQgiTkL5OCNFQSH8nysl0cSHM4O7du3zyySeMGTNG\nOmEhhMWSvk4I0VBIfyceJINsIczg/Pnz3Lt3Dy8vL3OHIoQQJiN9nRCioZD+TjxIBtlCmMHjjz9O\nq1atKCwsNHcoQghhMtLXCSEaCunvxIOsJ06c+K65gxCiobGxsSEvL4+ioiKysrI4ffo0Hh4e2NnZ\nmTs0IYQwGunrhBANhfR34kGS+EwIM/jyyy8JCAjA19fX3KEIIYTJSF8nhGgopL8TD5Lp4kLUsv9n\n797DqirTxo9/tygIhiKQmBtP4AkHz5pZKuBhnIQZywwltQJPoZmHNFSy18qSMQxFx/OpPGAo4ySJ\noJSmpDYO/NRRBAdfHZBCBRSREBT274+V+xU5qhsWe3N/rssrWnutve+lsFj3ep7nvtPS0sjLy5OL\nsBDCpMm1TghRV8j1TjxKkmwhatihQ4fo0qWL2mEIIUS1kmudEKKukOudeJQk2ULUsDt37nDy5Em1\nwxBCiGol1zohRF0h1zvxKCl8JkQNs7KyIjQ0lLNnz2Jvb0+LFi3UDkkIIQxOrnVCiLpCrnfiUZJk\nC1HDHBwc6NSpE0ePHmXPnj0cOXKExo0b07ZtW7VDE0IIg5FrnRCirpDrnXiU5vDhwzq1gxCirjp1\n6hQRERGcOnWKZcuW0b17d7VDEkIIg5NrnRCirpDrnQBZky2EaoqLi+nduzdBQUH06dNH7XCEEKJa\nyLVOCFFXyPVOPCB9soVQye3btwkPD8fKygpHR0d50imEMElyrRNC1BVyvRMPyHRxIYQQQgghhBDC\nQGS6uBBCCCGEEEIIYSCSZAshhBBCCCGEEAYiSbYQQgghhBBCCGEgkmQLIYQQQgghhBAGIkm2EEII\nIYQQQghhIJJkCyGEEEIIIYQQBiJJthBCCCGEEEIIYSCSZAshhBBCCCGEEAYiSbYQQgghhBBCCGEg\nkmQLIYQQQgghhBAGIkm2EEIIIYQQQghhIJJkCyGEEEIIIYQQBiJJthBCCCGEEEIIYSCSZAshhBBC\nCCGEEAYiSbYQQgghhBBCCGEgkmQLIYQQQgghhBAGIkm2EEIIIYQQQghhIJJkCyGEEEIIIYQQBlJf\n7QDE07l16xb/+te/aN68Oebm5mqHI0SdUlhYSEZGBr1798bGxkbtcEyaXOuEUI9c62qWXO+EUI+h\nrneSZBu5f/3rX3z22WdqhyFEnRYYGMiQIUPUDsOkybVOCPXJta5myPVOCPU97fVOkmwj17x5cwC2\nb9+Oi4uLfvusWbMICQlRK6xqYYrnBKZ5XnXlnC5cuMC4ceP0P4ei+pR3rYO68/1m7OScjMej5yXX\nupol93bGzxTPq66ck6Gud5JkG7kH04hcXFzo2bOnfnuTJk1K/L8pMMVzAtM8r7p2TjKdr/qVd62D\nuvf9ZqzknIxHeecl17qaIfd2xs8Uz6uundPTXu+k8JkQQgghhBBCCGEgMpItRC0RHg6HD6sdhWGc\nPQv+/mpHUTlra/j0U7CwUDsSUVWffw7PPltym9rfb/XrQ0AAODqqF4MQwvQ8er1T+1oH0K0bvPOO\nujEIYQwkyRaiFrh9GyZOBHt7sLVVO5qnd+sWnDqldhQVy8uDpCR44w3o3l3taERVJSaClVXJbWp/\nvyUmgqUlLF2qXgxCCNPz6PVO7WtdZiasXQvt2oHUvxOiYpJkmygfHx+1QzA4UzwnUM5r61bIz4dj\nx0CrVTuipxcW5kNt/+eKj4fevau+v6l+/z2JK1eusHXrVv7zn/+QnZ2NhYUFrVu3ZsyYMfTr1++x\n3is4OJioqCj69etXpWq627fDo8un1P5+mzoVdu2CoCCoZ6BFWKb4/SbnZDxM9byMzaPXO7WvdTod\nuLnBe+/BmTPQoMHTv6epfq+Z4nnJOT0eWZNtouQHwXiMHu3DypUwapRpJNhgmv9WpnhOT+ratWvc\nvXuXYcOG8e677/Lmm2+i0WgIDAxk//79VX6f5ORkYmJisHjK+fpq/9v4+EBaGhw/bsj3NL3vNzkn\n42Gq52Xs1P530Whg5UpIToZVqwzznmqfU3UxxfOSc3o8MpJdifz8fHbt2kVSUhJJSUnk5uYSEBDA\nsGHDKj02ISGB2NhYzp07x40bN7C1taVHjx74+flh+8ic4JkzZ3L27NlS7/H8888TFBRksPMRtU90\nNKSkwNdfqx2JEFXTt29f+vbtW2Lbq6++yuTJk9m9ezeenp5Vep+VK1cybNgw4uPjqyPMGvPSS8p6\n7J07oX9/taMRQojq82BN9qJFynIrBwe1IxKidpIkuxI5OTls27YNBwcHnJ2dOXPmTJWPXb9+Pbm5\nubi7u6PVavn111/Zu3cvJ0+eZMOGDTRt2lS/r0ajoVmzZkyaNAmdTqffbm9vb9DzEbXPihXKtOUX\nXlA7EiGe3INrWHJycpX2j4mJ4cqVK3z66adGn2TXq6eMZm/Zovw8G2IKpRBC1FaffKIskZk/HzZv\nVjsaIWonSbIrYW9vT0REBE2bNiU5ORn/xyjrOG3aNLp06VJiW58+fZg5cyZ79+7Fz8+vxGuNGjVi\n8ODBBolbGIdz5+DgQdi2TZmGJYQxuXv3LgUFBeTl5fHTTz/x888/M2jQoEqPy8/PZ8OGDYwbN67E\nw0Zj5uMDX3wB338Pf/qT2tEIISpy7949Nm/eTGxsLLm5uTg5OTFhwgR69epVpePj4+PZsWMHFy9e\nRKfT4ejoiI+PD+7u7vp9dDodkZGRREZGkp6eTsOGDenQoQPjx4/nD3/4QzWdWc2ws4PFi5V6FO+8\nA88/r3ZEojZatAi++67mP9fCAr76SinQpyZJsitRv379J74JfDTBBujatSvW1takpqaWeUxRURGF\nhYVYWlo+0WcK4xISoqzDHj1a7UiEeHxr1qwhMjISUEayBw4cyHvvvVfpcV999RUWFhaMGjWqukOs\nMd27Q8eOypRxSbKFqN2CgoI4duwYo0aNQqvVEh0dzbx58wgJCcHV1bXCYw8cOEBwcDC9e/dm0qRJ\n1KtXj7S0NK5fv15ivzVr1rBnzx7++Mc/8sorr3Dnzh327dvHzJkzWbVqFR07dqzOU6x2kyfDunXw\n7rtw8qThij4K0xEZCXfvwsCBNfeZd+/C1q3KIJYk2XVMfn4++fn5NGnSpNRraWlpvPzyy9y/f5+m\nTZvi6enJW2+9hZmZmQqRiup27ZpSOfTTT2V6qTBOo0aNws3NjaysLI4cOUJxcTH37t2r8Ji0tDT+\n/ve/89FHH1G/vun8CtJolPWJX3yhtIdr1EjtiIQQZblw4QKHDx/G39+f119/HYChQ4fi5+fHunXr\nWLlyZbnHZmRkEBoaysiRI5k2bVq5+xUVFREZGYm7uzvz5s3Tb3dzc+ONN94gNjbW6JNsMzOlCNrA\ngbBpE0yapHZEojYaOBDWrKm5z8vKUpLs2sB07nCMxJ49eygqKsLDw6PEdq1WS48ePXByciI/P5+j\nR4+yfft20tPTWbhwoUrRiur0t78pybX8YhLGqmXLlrRs2RJQblLnzp1LYGAgq1evLveYVatW4erq\nSv8nrBA2a9asUg8pfXx8akXV07feUqbH7dmjfC1EWQoKoLi45j+3YcOqLUsKCwsjLCysxLacnJxq\niqrm/fjjj5iZmeHl5aXfZm5uzvDhw9m0aRM3btzg2WefLfPYffv2UVxcjK+vL6AMnJQ187CoqIiC\nggJsbGxKbG/SpAkajeapOyrUFgMGKNe6Dz6Av/xFiqAJ8TBJsmvQmTNn+Prrr3F3d6d79+4lXpsz\nZ06J/x86dCjLli0jKiqKUaNG4eLiUpOhimqWnw+rV4OfH5jIklQhcHNzIyQkhKtXr+Lo6Fjq9YSE\nBE6dOsUnn3xCRkaGfvuDG9KMjAwaN26MlZVVuZ8REhJCz0cbZdcSrVvDoEFKISBJskVZfvgBhg5V\nJ8keP75qXSzKemiVkJBQ5fXKtd2lS5dwdHQslRx36tQJgJSUlHKT7ISEBFq1asXJkydZu3YtmZmZ\nWFtbM2LECHx9fdH8/hTD3NwcFxcXYmJi6Ny5M127diU3N5dt27bRpEmTEgm+sQsOVqYFv/++MjtP\nCKGQJLuGpKam8tFHH+Hk5FQqoS6Pt7c3+/fvJz4+vtIkuzaP7ojStm2D7GyYOVPtSERVmfrojiEU\nFBQAkJeXV+br169fR6PR8NFHH5XYrtFoyMzMZOzYsUydOpXXXnut2mOtLn5+MHas0pZP7fVgovZJ\nT1cS7C1banaZ0OrVUE4pmDonKysLOzu7Utvt7OzQ6XRkZWWVe+zVq1cxMzNj6dKl+Pj44OTkxLFj\nx9i+fTvFxcVMnDhRv29gYCAff/wxn3/+uX5bixYtCA0NpXnz5oaqr/cpAAAgAElEQVQ9KRXZ2yuJ\ntp8fvP02DBmidkRC1A6SZNeA69evM3fuXKytrVmyZEmVi5o1a9YMgNzc3Er3rc2jO6Kk4mL48kt4\n9VVwclI7GlFVpj668zhu3bpVahpkUVERMTExmJub07p1awCys7O5c+cOWq0WMzMzevXqxSeffFLq\n/ZYtW4aDgwPjx4+nbdu2NXIO1eXVV6FJE2VN2OLFakcjaisfH6UCbk2Jjoa0tJr7vNqsoKCABmU8\n4TA3N9e/Xp78/HwAJk+ezOjfK5YOGDCA27dvExERwdixY/X3eJaWlrRp04Y//OEP9OzZk+zsbMLC\nwvjwww8JDQ2lcePGhj411bz9tnLNmzoVzp5VliYIUddJkl3Nbt++zdy5cykqKiIkJARbW9sqH/vL\nL78AlLqZFcbtwAFITlYKhQhhjL788kvy8vLo2rUr9vb23Lx5k9jYWNLS0vD396fh73dY69ev5+DB\ng4SFheHg4MCzzz5b5jTMVatWYWtry4svvljTp2JwlpZKArV1K3z8sVIcSAhRe1hYWJRZoLGwsFD/\nekXHFhQUlGpVOGjQIE6dOkVKSgpdunShqKiIOXPm0L17d6ZPn67fr1evXvj6+vLNN98wqQoFWYxl\nlqJGA2vXQrdusGSJcu0TwhhU5yxFSbIN5NERG1B6yAYEBJCVlcXy5ctp0aJFmcf+9ttvNGjQoNST\n1W3btqHRaOjTp0+1xy9qzrJl0LcvmEA+IeooDw8PoqKiiIyM5Pbt21haWtKhQwemTJlCv3799Ptp\nNBr9GsWKVGUfY+Lnp9xwHjok7byEqG3s7OzIzMwstf3BNPGyppI/YG9vT3p6eqnWrjY2Nuh0Ov3M\nwzNnznD58mWmTp1aYj+tVkurVq04d+5clWI1plmKLi5KAbSgIOVB4+9L3IWo1apzlqIk2VWwd+9e\n8vLyuHHjBgDHjx/Xfz1y5EisrKxKjdgALF68mOTkZIYPH87ly5e5fPmy/j0tLS311XUvXrzI4sWL\nGTRoEFqtloKCAo4dO0ZiYiJeXl60k4V9JiMhAQ4fhm++qVqVVyFqIw8Pj1IdEsoSEBBAQEBApfvt\n3LnTEGHVGr17Q5cusH69JNlC1DbOzs6cPn26VGXwxMRENBpNhfdc7du3Jz09nczMzBLrqjMzM9Fo\nNPqZh7du3UKj0VBcRoW7+/fvU1RUZMAzqj0CA2HXLnjnHeVeR+5zRF0mSXYVhIeHc/36dUAZcYmL\niyMuLg5QqoBbWVmVOWJz6dIlNBoNBw4c4MCBAyVec3Bw0CfZzZs3p2vXrvz0009kZ2ej0Who3bo1\ns2fPxtPTswbOUNSUoCBwdoaRI9WORAhRXTQa8PeHd99V1sH+3uVMCFELuLm5ER4eTmRkJN7e3gDc\nu3ePmJgYXFxc9Etaypqh6OHhweHDh4mKisLPzw8AnU5HdHQ01tbWdOjQAQBHR0d0Oh0//PBDidmI\nFy9eJC0tjb/85S81eco1xtJSmcUzdChs2ACTJ6sdkRDqkSS7Ch6dq1+WskZsqnIcKEn2o9V2hem5\neFHpn7tmDdSXnzwhTNq4cRAQAOvWSQE0IWoTFxcX3Nzc2LhxIzdv3kSr1RIdHc21a9f44IMP9PuV\nNUOxf//+9OzZkx07dnDr1i2cnZ2Ji4vj/PnzzJ49m/q//3Lv0KEDvXr14uDBg+Tl5dG7d2+ysrL4\nxz/+gaWlpVF3UKjMkCHKkpk5c+Dll+Uho6i75FZfiBryxRfg4CD9c4Xxu3LlClu3buU///kP2dnZ\nWFhY0Lp1a8aMGVNiTXZZEhISiI2N5dy5c9y4cQNbW1t69OiBn5/fYxWGrO2srZWf9Q0bYOHCmq0k\nLYSo2IIFC9i8eTOxsbHk5ubi5OTEkiVL6NKli36f8mpKLF68mE2bNnHkyBFiYmJo2bIlgYGBpYqh\nffbZZ4SHh/PDDz9w6tQpGjRoQNeuXfH19cXR0bHaz1FNy5YpRV7feQe++06mjYu6SZJsIWpAejp8\n9ZUyoiWtLYSxu3btGnfv3mXYsGHY2dlRUFDA0aNHCQwM5P33369wmcv69evJzc3F3d0drVbLr7/+\nyt69ezl58iQbNmwoVVDImPn7w6pVEBEBb7yhdjRCiAcaNGjAlClTmDJlSrn7lFdTomHDhkybNo1p\n06ZV+Bnm5uaMGzeOcePGPXW8xsbGRpk2PmIEbN8O48erHZEQNU+SbCFqQEgINGqkPNUVwtj17duX\nvn37ltj26quvMnnyZHbv3l1hkj1t2rQSo0UAffr0YebMmezdu1e/ztEUdO4MHh6werUk2UKIuuUv\nf1GqjM+YoazRfqhOnBB1Qj21AxDC1GVnK090p02Dxo3VjkaI6qHRaGjWrBl37typcL9HE2yArl27\nYm1tTWpqanWFp5pp0+Cnn+D0abUjEUKImhUaqtSgefddtSMRouZJki1ENfvb36CoCN57T+1IhDCs\nu3fvkpOTwy+//MLu3bv5+eefn6ina35+Pvn5+TRp0qQaolTXiBHQqpUym0UIIeoSe3tYuVJZMrNn\nj9rRCFGzZLp4JfLz89m1axdJSUkkJSWRm5tLQEAAw4YNq/TYxy3wc+7cOdatW0dKSgpWVla4u7sz\nceLEEn0chXHJy4MVK2DiRGjWTO1ohDCsNWvWEBkZCSgj2QMHDuS9J3iatGfPHoqKiqrUe9vY1K8P\nM2fCBx/AZ5+Bidc7EkKIEry9ld7Z06Ypy2fs7NSOSIiaISPZlcjJyWHbtm2kpqbi7OxcZqXJ8qxf\nv54zZ84wYMAApk+fzqBBgzhy5AiTJ0/m5s2bJfZNSUlhzpw5FBYWMnXqVDw9Pfnuu+/4+OOPDX1K\nogZt3Ai3bsH776sdiRCGN2rUKIKDg5k/fz4vvPACxcXF3Lt377He48yZM3z99de4u7vTvXv3aopU\nXRMnKjUZQkPVjkQIIWqWRqPUpbh3D6ZOVTsaIWqOjGRXwt7enoiICJo2bUpycjL+/v5VPvZxCvxs\n3LgRa2trli9frh+5dnBw4MsvvyQ+Pp5evXoZ5oREjbl7F5YuVfrltmmjdjRCGF7Lli1p+XsT1KFD\nhzJ37lwCAwNZvXp1lY5PTU3lo48+wsnJiTlz5lRnqKqytoYpU5TaDB9+KLUZhBB1y3PPKYm2jw+8\n+iqMGaN2REJUP0myK1G/fv0nbilT1QI/v/32G/Hx8Xh7e5eYGj5s2DBWr17N4cOHJck2Qhs3QkYG\nBAaqHYkQNcPNzY2QkBCuXr1aaR/Y69evM3fuXKytrVmyZEmVl8XMmjWr1NptHx8ffHx8njjumvDe\ne8q67I0bYfZstaMRonxhYWGEhYWV2JaTk6NSNMJUjBkDe/cqo9kDB0KLFmpHJET1kiS7hpVV4Od/\n//d/KSoqokOHDiX2rV+/Pu3atSMlJaWmwxRPqaAAgoJg7Fho317taISoGQUFBQDk5eVVuN/t27eZ\nO3cuRUVFhISElFmjojwhISFPVFxNbVqt0sZr+XKYPh0aNFA7IiHKVtZDq4SEBHnYL57a6tXg6goT\nJkBUlDKVXAhTJUl2DSurwE9WVhYajabMG01bW1vOnTtXkyEKA9i0CX79VZkaKoSpuXXrFjY2NiW2\nFRUVERMTg7m5Oa1btwYgOzubO3fuoNVqMTMzA5SK5AEBAWRlZbF8+XJa1KHhjPffh6++gh074O23\n1Y5GCCFqlp2dcn/k6Qnr1yvLaISoDr/+CpcuPdmxaWmGiUGS7BpUXoGfwsJCAMzNzUsdY25urh8d\nEsahoACWLFHWHj0yOUEIk/Dll1+Sl5dH165dsbe35+bNm8TGxpKWloa/vz8NGzYElOKPBw8eJCws\nDAcHBwAWL15McnIyw4cP5/Lly1y+fFn/vpaWlvTv31+Vc6oJXbrAK6/A558rtRrqy29gIUQdM3w4\nTJqkPHQcMgScndWOSJgSc3OoV692FNmTX/E1pKICPw+S6wfJ9sMKCwuxsLCokRiFYWzZAunpMoot\nTJeHhwdRUVFERkZy+/ZtLC0t6dChA1OmTKFfv376/TQaTamODJcuXUKj0XDgwAEOHDhQ4jUHBweT\nTrIBFi6EXr2UljbjxqkdjRB1071799i8eTOxsbHk5ubi5OTEhAkTqjwlPj4+nh07dnDx4kV0Oh2O\njo74+Pjg7u5eYr/79++za9cuDh06REZGBo0aNaJjx468//772NvbV8OZGYdlyyA2Ft56C378EX6f\n6CTEU7O2hjNnIDPzyd/j4kXDzLKQJLsGVFbgx87ODp1OR3Z2dqljs7OzsatCU0FjLQZkagoLlVHs\nMWOgUye1oxGGJMWA/o+Hh0eVeloHBAQQEBBQYtujf4d1Tc+e4OUFixcrs13k5lKImhcUFMSxY8cY\nNWoUWq2W6Oho5s2bR0hICK6urhUee+DAAYKDg+nduzeTJk2iXr16pKWlcf369RL7FRUVMW/ePBIT\nE/H09MTZ2Znc3FwuXLhAXl5enU6yra1h61Zwd4cvv4S5c9WOSJiSSn6EK2WoDiCSZFezqhT4adu2\nLWZmZiQnJ+Pm5qbffv/+fVJSUqp0M2usxYBMzdatylqOhQvVjkQYmhQDEoby0Ufw/PMQHq4k2kKI\nmnPhwgUOHz6Mv78/r7/+OqC0IPTz82PdunWsXLmy3GMzMjIIDQ1l5MiRTJs2rcLPCQ8P5+zZs6xc\nuZKOHTsa9BxMwcCBSqeFDz+EYcOga1e1IxLCsOqpHYCpyM7OJjU1laKiIv22hwv8BAUFlVvgp1Gj\nRvTq1YtDhw6Rn5+v3x4TE8Pdu3dLTT8StVNhobLW0tsbXFzUjkYIUVv16QMvvwyffgrFxWpHI0Td\n8uOPP2JmZoaXl5d+m7m5OcOHDycxMZEbN26Ue+y+ffsoLi7G19cXoMQ928N0Oh1///vfGTBgAB07\ndqSoqEjq65Rh8WLo2FHpvFDOX6UQRktGsqtg79695OXl6S+8x48f1389cuRIrKysnrrAz4QJE5g+\nfTozZszAy8uLGzdusHv3bvr06UPv3r1r8GzFk9q4URnFjopSOxIhRG330UfQrx98842MZgtRky5d\nuoSjo2OppXudfl/jlZKSwrPPPlvmsQkJCbRq1YqTJ0+ydu1aMjMzsba2ZsSIEfj6+uprUFy5coWs\nrCycnJwIDg7m4MGD3L9/n7Zt2zJ9+vQSxW/rsoYNYedO6N0bPvgAKphEIITRkSS7CsLDw/VrbTQa\nDXFxccTFxQHKFCMrK6unLvDTvn17goODWb9+PWvWrMHS0hJPT08mTpxYzWcnDOG335RRqXHjoHNn\ntaMRonpduXKFrVu38p///Ifs7GwsLCxo3bo1Y8aMKVH4rDx37txh7dq1/PTTT9y9excXFxf8/f1p\nX4eayr/wgtLGZuFCeO01pSKqEKL6ZWVllVnr5kF9nKysrHKPvXr1KmZmZixduhQfHx+cnJw4duwY\n27dvp7i4WH/Plp6eDsDu3btp3Lgxc+bMQafTsWPHDgICAli7di1t27atnhM0Mq6u8MUX8N57ygyf\n4cPVjkgIw5AkuwqqUqjHEAV+XF1dCQ0NfaxjRO2wahVkZcGiRWpHIkT1u3btGnfv3mXYsGHY2dlR\nUFDA0aNHCQwM5P3338fT07PcY3U6HfPmzePy5cuMGTOGxo0b8+233zJr1izWrVuHVqutwTNR15Il\n0K2b0jfW31/taISoGwoKCmjQoEGp7Q86vVQ0rfvB9PDJkyczevRoAAYMGMDt27eJiIhg7NixWFpa\n6vfLz89n48aN+iJnPXr0YNy4cYSFhbFgwQKDnpcxe/ddiI4GX184exZ+nxAqhFGTNdlCPKWcHAgK\nUvo+yoNpURf07duXoKAg3nzzTTw9PRk5ciQhISE4Ozuze/fuCo89cuQIiYmJzJs3j/HjxzNixAhC\nQkKoV68eW7durZkTqCW6dFFmv3zyCeTlqR2NEHWDhYUF9+7dK7X9QRvVitqmPnht0KBBJbYPGjSI\nwsJCUlJSgP9L2F1dXUtUEW/WrBmurq6cP3/+6U7CxGg0sHmz8rWvL+h06sYjhCHISLYQT2nZMrh7\nV/pii7pNo9HQrFkzkpOTK9zv6NGj2NraMmDAAP22Jk2a4O7uTmxsLPfv36d+/brzq+mTT5R12cuX\nQ2Cg2tEIYfrs7OzILKOJ7oNp4hW1TbW3tyc9PZ2mTZuW2G5jY4NOpyM3N1e/H1BqvwfbLl26VKVY\n61J7VgcH2LJFWUazahVMn652RKIuqM72rHXnTkaIanD9utLj8d134bnn1I5GiJp19+5dCgoKyMvL\n46effuLnn38uNcLzqJSUlDLXXnfq1In9+/eTlpZWp9YqtmmjTBVfuhTeeQcquL8XQhiAs7Mzp0+f\nJj8/v0Txs8TERDQaDe3atSv32Pbt25Oenk5mZibNmzfXb8/MzESj0WBjYwOAk5MT9evXLzOZz8zM\nLJU4l6eutWcdPlxJrufOVXpod+midkTC1FVne1aZLi7EUwgKgnr14JHl+ELUCWvWrOHVV19l3Lhx\nrF27lgEDBvDee+9VeExFRYcevF7XBAYq0yM//VTtSIQwfW5ubhQVFREZGanfdu/ePWJiYnBxcdFX\nFi+rNauHhwc6nY6oh9qI6HQ6oqOjsba2pkOHDoDSQaZv376cP3+etLQ0/b7//e9/OX/+vHSNqcDS\npdC+vbT1EsZPRrKFeEJpabB6NSxYIKNPom4aNWoUbm5uZGVlceTIEYqLi8tc6/iwiooO6XS6OtlL\n9tlnlUT7ww9hyhRwcVE7ImGKLl1S2iQ9iWvXDBuLmlxcXHBzc2Pjxo3cvHkTrVZLdHQ0165d44OH\n/oLKas3av39/evbsyY4dO7h16xbOzs7ExcVx/vx5Zs+eXWKpy8SJE0lISGD27NmMHDkSnU7H3r17\nadKkCWPHjq3x8zYWD9p69ekD8+bBihVqRyTEk5EkW4gn9Mkn8MwzMHOm2pEIoY6WLVvSsmVLQGln\nOHfuXAIDA1m9enW5x1RUdEij0VRYdAhMd43izJmwYQPMmgUHDiiFgIQwlP794eef4R//qHzf3Nww\ncnNLrlEsKjLMGsXaYsGCBWzevJnY2Fhyc3NxcnJiyZIldHlofnJZrVkBFi9ezKZNmzhy5AgxMTG0\nbNmSwMDAUktlWrduzYoVK1i3bh3bt29Ho9HQs2dPpkyZUuG6b6FME1+6FGbMgKFDwctL7YiEeHyS\nZFciPz+fXbt2kZSURFJSErm5uQQEBDBs2LBKj83OzmbPnj0kJSWRnJxMfn4+ISEhdOvWrdS+M2fO\n5OzZs6W2P//88wQFBRnkXIThnD+vVMIMDobGjdWORojawc3NjZCQEK5evYqjo2OZ+9jZ2ZU5Jbwq\nRYfAdNcoWlgo15NXX4WoKKX4jxCGMmWK8qdqfH7/838MtUaxtmjQoAFTpkxhSgV/KWW1ZgVo2LAh\n06ZNY9q0aZV+Trt27fjiiy+eKta6avp0OHQI3noLzpyBcn6lCFFrSZJdiZycHLZt24aDgwPOzs6c\nOXOmysempqbyzTffoNVqcXJyIjExsdx9H1TmnTRpErqHehc83PpB1B4ffKAULJo6Ve1IhKg9Hkz1\nzqugH5WzszPnzp0rtT0xMRELCwv9yHhdNGIEDB6sjGYPHQq/dwESQog6R6NRqo13766sz/7hB6hD\njSeECZDCZ5Wwt7cnIiKCsLAwpkyZUiIBrkzHjh359ttv+frrrxk1alSl+zdq1IjBgwczZMgQ/Z/u\n3bs/TfiiGvzwgzLStGSJMvokRF1z69atUtuKioqIiYnB3Nyc1q1bA2UXDnJzc+PmzZscPXpUvy0n\nJ4ejR4/y4osv1qn2XY/SaJRWXpcuKS1shBCiLrO3h7Aw+OknKQwpjE/dvZupovr165fZ57AqHm4N\nUVVFRUUUFhY+0bGi+hUXw5w50LcvvP662tEIoY4vv/ySvLw8unbtir29PTdv3iQ2Npa0tDT8/f1p\n2LAhUHbhIDc3NyIiIli6dClXrlyhSZMmfPvttxQXF/P222+reFa1g6ur0tJr0SIYPRq0WrUjEkII\n9QwYoFwP/+d/lLZeHh5qRyRE1UiSXYukpaXx8ssvc//+fZo2bYqnpydvvfUWZmZmaocmfrdzJ/y/\n/wdxcVKYyFScOAE3bjzZsf/5j2FjMRYeHh5ERUURGRnJ7du3sbS0pEOHDkyZMoV+/frp9yurcFC9\nevUICgpi7dq17N27l4KCAjp16sT8+fPLXcdd13z6KezerRRD271b7WiEEEJdCxbAkSMwdiycPg3N\nmqkdkRCVM9ok++eff6Zv375qh2EwWq2WHj164OTkRH5+PkePHmX79u2kp6ezcOFCtcMTKP0aFyyA\nkSPhpZfUjkY8raZNlQclsq7+8Xl4eOBRheGE8goHPfPMM8yZM4c5c+ZUR3hGr2lTZdr4G2/A/v1S\nBE0IUbeZmcH27dCtm1IIbf9+qCcLXkUtZ7RJ9vr1600qyX70ZnPo0KEsW7aMqKgoRo0ahYs0TlVd\naCj8+itIsXfT4OSk9H797bcnf49z56S1iKgeY8YoRX+mTVOmSDZqpHZEQgihnueeg6+/hpdfhmXL\nYO5ctSMSomJGm2RfvnyZ4OBg/Pz8sLW1VTucauHt7c3+/fuJj4+vNMk21d6xtUVmJnz+ObzzDrRv\nr3Y0wlCefbbq+4aFhREWVrJ3bE6OafWOFbWHRgNr1ihrtD/5BP76V7UjEkIIdf3pT0p3lwULlLXa\nL7ygdkRClM9ok+xevXoxc+ZMDhw4wP379/H09MTcxPqdNPt90Ulubm6l+5pq79jaYuFC5ab3o4/U\njkSopayHVsbYO7agoACLpyyLn5ycTHR0NKdPnyYjI4MmTZrg4uLChAkTqrSuOjk5ma1bt3Lx4kXy\n8/N57rnn8PT05JVXXqGezAHUc3aGDz9UCv688YYyVVKIuiwyMpJLly7Rp08fEhMTeeONN2gk0zzq\nlMWL4ehR8PFRauTY2KgdkRBlM9q7mc8//5z69evz5z//mcGDBxMREcEPP/ygdlgG9csvvwBgI1cQ\nVZ0+DevXK9UtH2fkU4ja6MiRI+zatYubN28+8XuEhYURFxdHr169mD59Ol5eXpw9e5bJkydz5cqV\nCo+9ePEi06dP5/r16/j4+DB16lS0Wi2rVq1izZo1TxyTqZo7Fzp1Al9fuHdP7WiEUFfTpk2ZNGkS\ny5cv56WXXuK7775TOyRRwxo0UNp63boFEyfCY3TWFaJGGe1IdoMGDfRfN27cGB8fH1JTU9myZQu9\nevWia9euNRpPdnY2d+7cQavVPnY18N9++40GDRqUOCeAbdu2odFo6NOnjyFDFY9Bp4P33oOOHZW1\nkUIYk3/+859s2LABjUZDhw4d6Nu3L+7u7pibm7Nx40YmTZr0RO/r7e1Nx44dS1zrPDw88PPzY+fO\nnSxYsKDcY/ft24dGo2HFihU888wzAHh5eTFz5kyio6OZJj9oJZibw9atyrTIoCBlVo0QdVVGRgZ7\n9+6lS5cudO7c+akeFgrj1aYNbNoEr70Ga9cqbQ+FqG2MNsk+ceJEiVYxAK1atcLX15d//etfbN26\nlaFDh6I1QJPRvXv3kpeXx43f+/wcP35c//XIkSOxsrIqsx8s/F+ifPnyZXQ6HQcPHuTf//43AOPG\njQOUkZ3FixczaNAgtFotBQUFHDt2jMTERLy8vGjXrt1Tn4N4MuHhcOwYxMQoT0+FMCaxsbH4+fnx\n22+/cfbsWUJDQ8nLy+MPf/gDuqd4/N+5c+dS27RaLW3atCE1NbXCY/Pz8zE3N9cn2A/Y2tpy9erV\nJ47JlPXuDfPmKa29RoyAGn6GLEStMXToUGJiYnjnnXfYvHkzLVq0UDskoZKRI5XBj5kzoW9fkBWT\norYx2iQ7IiJCn2Tn5eWRm5vL7du3yc3NJTc3lyZNmrBw4UL69OnD+PHjS93QPY7w8HCuX78OKH1f\n4+LiiIuLA5QLvpWVVZn9YAG2bNmi367RaIiOjta/9iDJbt68OV27duWnn34iOzsbjUZD69atmT17\nNp7Su0U1v/2mTNUcMQL++Ee1oxHi8bVt21Z/nRw8eDCzZs3i7NmzJCUl8UI1VIy5efMmbdu2rXCf\nbt26ceTIEYKDg/H29sbCwoKff/6ZuLg4/GU4olwLF8K338Lbb8PPP8tDP1E3PfPMM3h7ewPQo0eP\nJ15Od+/ePTZv3kxsbCy5ubk4OTkxYcKEKtfYiI+PZ8eOHVy8eBGdToejoyM+Pj64u7uXuf+dO3cY\nP348OTk5LFq0iIEDBz5R3KKkZcvgxAl4/XVISIBH6v8KoSqjTbITEhJ45ZVXyMvLo7i4WL/94dEZ\nMzMzbt26xeXLl1m6dOkTf9ajFYXLUl4/2KqsE2/evDkfSUWtWuevf1VaPC1bpnYkQlRu2bJlNGzY\nEBcXF1xdXWnWrBn16tUjJyenROeBrl27VstymkOHDpGZmYmfn1+F+3l5eXHlyhW+++47oqKiAOVa\n/d577/HnP//Z4HGZCgsLZdp4376wZIkUYRSmLzIykg0bNvDmm28yatQoAK5du8b+/fuZNGkSPXr0\neOL3DgoK4tixY4waNQqtVkt0dDTz5s0jJCQEV1fXCo89cOAAwcHB9O7dm0mTJlGvXj3S0tL0gzFl\n2bx5M4WFhWUOxognZ2EBu3cro9gTJihfy1+xqC2MNsm2sbFh8ODBpKWlUVRUxB//+EcaN25MkyZN\naNy4MY0bN36q0WtRt125AkuXwvvvKxV+hajtMjIyaNCgAcePH+fXX3/Fzs6O9u3bEx0djb+/P716\n9XrsehFVlZqayooVK3B1dWXYsGEV7luvXj1atGhBnz599OvDv//+e0JDQ7G1teWll16qlhhNQa9e\nSuuaTz+F4cOVaeRCmKqcnBwmTpzIsw9VHG3RogVDhgwhOjqaP/3pT0/0vhcuXODw4cP4+/vz+uuv\nA8qsRD8/P9atW8fKlSvLPTYjI4PQ0FBGjhxZ5foRly9fJk2E3FoAACAASURBVDIykrfeeostW7Y8\nUcyifE5OsGWLMn181SqYPl3tiIRQGG2SPWTIEKZOnQrAyZMnOXHiBK+88kqlUxWFqIo5c8DWVrmh\nFcIYdOzYET8/P+rVq0d2djbnzp3j/Pnz5OTk8OGHH2JmZkanTp3o0qULrq6udOnSBUtLy6f+3Ozs\nbObPn4+1tTWLFi2qdKRm586d7N27l23bttGwYUMA3NzcmD17NitWrKBfv37SxqsCH34IBw4oLb0S\nEkCeJQtTVVxczF/+8pdS29u2bcvRo0ef+H1//PFHzMzM8PLy0m8zNzdn+PDhbNq0iRs3bpRI7B+2\nb98+iouL8fX1BZQaE5VdR1euXMnAgQNxdXV9qloYonyvvgozZigDI337wvPPqx2REEacZD9IsAFe\neOEFevbsSXh4ON999x1jx47F1tZWxeiEMYuJgYgI2L5dbmCF8Zg4caL+a1tbWwYOHKhf91dYWEhS\nUhLnz5/n3Llz7Nu3DysrK3bu3PlUn5mXl0dAQAB5eXn6kejK7Nu3jx49eugT7AdefPFF1qxZQ0ZG\nRoXFjGbNmlVi+juU3cPcVJmbw86d0KOHclO5aZPaEQlTExYWVmqZXE5OTo3H8dtvv/HPf/6T58vI\nmJ5mVs6lS5dwdHQslRx36tQJgJSUlHKT7ISEBFq1asXJkydZu3YtmZmZWFtbM2LECHx9fUs9ZDxy\n5AgXLlzgq6++0rdlFdVj6VJlfba3t9I/u2lTtSMSdZ3RJtlXrlyhTZs2+v83Nzdn3Lhx/Prrr/zt\nb3+jbdu2eHt7Y25url6Qwujk5yvVKgcNUkaKhDAF5ubmpdZi37lz56nes7CwkAULFpCens6yZcto\n1apVlY7Lzs6mqKio1Pb79+8DlPnaw0JCQuhZx8vItm+vTIv09YVhw5SbSiEMpayHVgkJCVUuCmYo\n48aNY8aMGcTExODp6Ymrqyvm5ubk5OTw3//+94nfNysrCzs7u1Lb7ezs0Ol0ZGVllXvs1atXMTMz\nY+nSpfj4+ODk5MSxY8fYvn07xcXFJR52FhYWsnbtWl5//XWaNWsmSXY1MzdXOsL06KEUiPzHP2R9\ntlCX0c7JCw0NLXP7c889x8KFC3F2diYgIIBDhw7VcGTCmC1ZAmlpsHq1XJyFaXuamhXFxcV8/PHH\nXLhwgUWLFuHi4lLmftnZ2aSmppZInFu2bEl8fDy5ubkl3u/w4cNYWlpKS54qeustGD0aJk+Gp8g3\nhKi1nnnmGZYvX46ZmRkffPABw4cPZ8SIEbz55ptP1XmloKCABmWU538wKFNQUFDusfn5+dy5cwdf\nX1/eeustBgwYwIIFC3j++eeJiIggPz9fv++OHTsoKiriDXliX2Nat4avv4Z9++DLL9WORtR1RjuS\nffr0aQYPHlzhPjqdjjNnzvDdd9+xYsWKGopMGKukJAgKgvnzoWNHtaMRovZavXo1J06c4MUXXyQn\nJ6fUw8yhQ4cCsH79eg4ePEhYWBgODg6AMkq2ZMkS/P398fLywsLCgu+//56UlBQmTJhQbcXZTI1G\nA2vXQrduMG4cHD4M9Y32N7oQZbO2tmbBggVMmTKFpKQkdDod3bp1w9ra+onf08LCgnv37pXaXlhY\nqH+9omMLCgoYNGhQie2DBg3i1KlTpKSk0KVLFzIyMggPD2fmzJmllsY8jrq+POZJeHkp7VcDAqBf\nP3jxRbUjErVZdS6PMdpfyRYWFri6umJtbY21tTWNGzcu9d+Hv35S+fn57Nq1i6SkJJKSksjNzSUg\nIKDSCrqgjOLs2bOHpKQkkpOTyc/PJyQkhG7dupW5/7lz51i3bh0pKSlYWVnh7u7OxIkTDVKcSFRM\np4OpU6FVKyXJFkKU79KlS2g0Gk6cOMGJEydKvf4gydZoNKXWKA4ZMgQbGxt27txJeHg4eXl5tGzZ\nktmzZz/V6FRdZGMDO3aAu7tSEC0oSO2IhKgednZ2Bus8YGdnR2ZmZqntD6aJlzWV/AF7e3vS09Np\n+siCXxsbG3Q6nX6GzubNm3n22Wfp1q0bGRkZgHJPCHDr1i0yMjJwcHCotFCkLI95Mp99BsePK7N9\n/t//A3t7tSMStVV1Lo8x2iS7X79+NdJbOicnh23btuHg4ICzszNnzpyp8rGpqal88803aLVanJyc\nSExMLHfflJQU5syZQ+vWrZk6dSo3btzgm2++IT09nSC5c6p2O3YoI0ExMfAUD52FqBNCQkKqtF9A\nQAABAQGltvfu3Zve0n/KIPr3V5LruXOVEZsyijELIR7i7OzM6dOnS1UGT0xMRKPR0K5du3KPbd++\nPenp6WRmZtK8eXP99szMTDQaDTY2NgDcuHGD9PT0UlPFNRoNy5cvR6PRsG/fPho1amTgsxMADRrA\nrl3K+uzx42H/fpCmFaKmGW2SvXDhwhr5HHt7eyIiImjatCnJycn4+/tX+diOHTvy7bff8swzz/Dj\njz/yySeflLvvxo0bsba2Zvny5fqLvoODA19++SXx8fE1XnCkLrl5E2bPhjFj4I9/VDsaIYR4PO+/\nr4zavPkmxMeDs7PaEQlRe7m5uREeHk5kZCTev1cNvHfvHjExMbi4uOgri2dnZ3Pnzh20Wq1+GYuH\nhweHDx8mKioKPz8/QFmaGB0djbW1NR06dABgwoQJpaacXr58mS1btuDj40Pnzp2fahq5qJyjI2zb\nBsOHw1//KrMURc0z2iS7sik2hlK/fv1S04KqqqrTvH/77Tfi4+Px9vYuccywYcNYvXo1hw8fliS7\nGs2ZAwUFUiRDCGGcNBrYsgV69YLXXlPa2MgqIyHK5uLigpubGxs3buTmzZtotVqio6O5du0aH3zw\ngX6/smpK9O/fn549e7Jjxw5u3bqFs7MzcXFxnD9/ntmzZ1P/98IIrq6upT63UaNG6HQ6OnbsaLCp\n76Jif/oTLFigLKd58UVwc1M7IlGXyOSJWuB///d/KSoq0j8BfaB+/fq0a9eOlJQUlSIzfQcPwubN\nsGwZPPec2tEIIcSTadIEIiIgORnefVftaISo3RYsWMBrr71GbGwsq1atori4mCVLltClSxf9PmXV\nlABYvHgxI0eO5MSJE6xevZqbN28SGBhYpZoSNTVAJP7PokUwcCD4+MC1a2pHI+oSox3JNiVZWVlo\nNBpsbW1LvWZra8u5c+dUiMr03bmjtL8ZPBgmTFA7GiGMR3JyMtHR0Zw+fZqMjAyaNGmCi4sLEyZM\nwNHRsUrvER8fz44dO7h48SI6nQ5HR0d8fHxwd3ev3uBNWLduSvtBPz/o0wfeeUftiISonRo0aMCU\nKVOYMmVKufuUV1OiYcOGTJs2jWnTpj3WZ3bv3p3vv//+sWMVT6d+fdi5U1mfPW4cREeDNLEQNUGS\n7FrgQduIBz0aH2Zubl5hz0bx5ObPhxs3lIJn8nBZiKoLCwvj/PnzuLm54eTkRHZ2Nnv37mXy5Mms\nXr2aNm3aVHj8gQMHCA4Opnfv3kyaNIl69eqRlpbG9evXa+YETJivr7Iue/p06NRJqTwuhBB12XPP\nKYn2kCGweDH8z/+oHZGoCyTJrgUeJNcPku2HFRYWVtiz8QHppfh4jh2DVatg+XJo21btaIQxqM5e\nisbG29ubjh07luhp7eHhgZ+fHzt37mTBggXlHpuRkUFoaCgjR4587JEgUTUhIXDhAowaBadOyTVO\nCCEGDVKmji9apHRlGDxY7YiEqZMkuxaws7NDp9Ppeyg+LDs7u8KejQ9IL8Wqy89Xpof36ydrF0XV\nVWcvRWPTuXPnUtu0Wi1t2rQhNTW1wmP37dtHcXExvr6+AKXa6Iin16ABhIdD375KS6/jx8HaWu2o\nhBBCXYGBEBcHb7yh9M9u0ULtiIQpk8JntUDbtm0xMzMjOTm5xPb79++TkpJSYc9G8fgWLYLUVKXg\nmazLEcJwbt68WWpGzaMSEhJo1aoVJ0+exNvbG09PT0aMGMHmzZvR6XQ1FKnps7ODffvgv/9V+sQW\nF6sdkRBCqMvMDLZvV9Zpv/EG3L+vdkTClEmSbSDZ2dmkpqZSVFT02Mc2atSIXr16cejQIfLz8/Xb\nY2JiuHv3rhQCMqC4OAgOVhLtTp3UjkYI03Ho0CEyMzPx8PCocL+rV69y/fp1li5diqenJx9//DF9\n+/Zl+/btbNq0qYairRs6d1bWIe7bp4zgCCFEXdesGYSFKcsGFy1SOxphymS6eBXs3buXvLw8bty4\nAcDx48f1X48cORIrK6sy+ykCbNu2DY1Gw+XLl9HpdBw8eJB///vfAIwbN06/34QJE5g+fTozZszA\ny8uLGzdusHv3bvr06UPv3r1r8GxNV24uvPkmvPACzJ2rdjRCmI7U1FRWrFiBq6srw4YNq3DfBw8S\nJ0+ezOjRowEYMGAAt2/fJiIigrFjx8r0cQPy8lIeLL7/PrRpAxUUUxZCiDph4ED49FOlf/aAAVDJ\nry0hnogk2VUQHh6ur3qr0WiIi4sjLi4OgKFDh2JlZVVuP8UtW7bot2s0GqKjo/WvPZxkt2/fnuDg\nYNavX8+aNWuwtLTE09OTiRMnVuep1SmzZinVxGNjZZq4EIaSnZ3N/Pnzsba2ZtGiRZX2gbWwsKCg\noIBBgwaV2D5o0CBOnTpFSkpKiV61j5Iij49v1iy4cgWmTgVHR6hCO19Rh0mRR1EXzJunjGaPGwen\nT4NWq3ZEwtRIkl0Fj/6yKUt5/RR/+OGHKn+Oq6sroaGhjxWbqJpvv4VNm2DjRnByUjsaIUxDXl4e\nAQEB5OXlERoaiq2tbaXH2Nvbk56eTtOmTUtst7GxQafTkZubW+HxUuTx8Wk0SsXx1FTw9oYffwSZ\nICXKI0UeRV1Qrx5s2wbdu4OPD/zwg7JWWwhDkTXZwuRduwaTJilVdv381I5GCNNQWFjIggULSE9P\nZ8mSJbRq1apKx7Vv3x6AzMzMEtszMzPRaDTY2NgYPFahzN7ZuRNcXZUp5FeuqB2REEKoy94evvlG\n6cCwcKHa0QhTI0m2MGk6nZJgA2zYoIzoCCGeTnFxMR9//DEXLlxg0aJFuLi4lLlfWQUhPTw80Ol0\nREVF6bfpdDqio6OxtramQ4cO1R5/XWVlBZGR0KgRvPwyZGWpHZEQQqjrpZfg888hKAge+rUkxFOT\niRHCpK1cqdxU7tunVJQUQjy91atXc+LECV588UVycnI4dOhQideHDh0KUGZByP79+9OzZ0927NjB\nrVu3cHZ2Ji4ujvPnzzN79mzqy3y9atWsGRw4AP37K4n2999LD21R99y7d4/NmzcTGxtLbm4uTk5O\nTJgwocpT4uPj49mxYwcXL15Ep9Ph6OiIj4+PvhtMQUEBUVFRHD9+nMuXL5Ofn49Wq8XLywsvLy/q\n1ZMxrtpkzhxlGc2bbyr9s1u2VDsiYQrkbkaYrIQEpYr4jBnw5z+rHY0QpuPSpUtoNBpOnDjBiRMn\nSr3+IMkuryDk4sWL2bRpE0eOHCEmJoaWLVsSGBhYqhiaqB4dOkB0NHh4wCuvwP790LCh2lEJUXOC\ngoI4duwYo0aNQqvVEh0dzbx58wgJCcHV1bXCYw8cOEBwcDC9e/dm0qRJ1KtXj7S0NH2BXIBffvmF\nVatW0bNnT7y9vbGysuLUqVMsX76cCxculFnDR6inXj34+mvo0QPGjIEjR6BBA7WjEsZOkmxhknJz\nYfRo6NIF/vpXtaMRwrSEhIRUab/yCkI2bNiQadOmMW3aNEOHJqqoZ09lls+wYUrRn927peiPqBsu\nXLjA4cOH8ff35/XXXweUB4N+fn6sW7eOlStXlntsRkYGoaGhjBw5ssLrl62tLZs3b6Z169b6bV5e\nXixdupSYmBjGjx9PixYtDHdS4qnZ2SnrswcOhMBAWLpU7YiEsZNfqZXIz89n165dJCUlkZSURG5u\nLgEBAZX2gn3gzp07rF27lp9++om7d+/i4uKCv7+/vvjPAzNnzuTs2bOljn/++ecJCgoyyLnUFTqd\n0gv22jVltMbCQu2IhBCi9hk4EPbsUUazJ06EzZuVER0hTNmPP/6ImZkZXl5e+m3m5uYMHz6cTZs2\ncePGDZ599tkyj923bx/FxcX4+voCyj2ipaVlqf2aNGlSqtUgwIABA4iJieG///2vJNm1UL9+ytrs\nOXOU6+ND3yJCPDZJsiuRk5PDtm3bcHBwwNnZmTNnzlT5WJ1Ox7x587h8+TJjxoyhcePGfPvtt8ya\nNYt169ahfagpn0ajoVmzZkyaNAmdTqffbm9vb9DzqQs2b4awMOWPs7Pa0QghRO3l6alMkxw7Fmxs\nlFZfUiBSmLJLly7h6OhYKjnu1KkTACkpKeUm2QkJCbRq1YqTJ0+ydu1aMjMzsba2ZsSIEfj6+pa5\nPOZhWb9XGywrARe1w+zZJddnPzQZQYjHIkl2Jezt7YmIiKBp06YkJyfj7+9f5WOPHDlCYmIiH3/8\nMQMGDADA3d2d8ePHs3XrVgIDA0vs36hRIwYPHmzQ+Oua06dh+nRlVGbMGLWjEcI0JScnEx0dzenT\np8nIyKBJkya4uLgwYcIEHB0dH+u9goODiYqKol+/fnz22WfVFLGoiI8P3LoFU6cqM3+CgiTRFqYr\nKysLOzu7Utvt7OzQ6XT6RLgsV69exczMjKVLl+Lj44OTkxPHjh1j+/btFBcXM3HixHKPvX//Pnv2\n7OG5557TJ/Si9tFoYOtWZUnN6NFw9CiYm6sdlTBGkmRXon79+jRt2vSJjj169Ci2trb6BBuUp5fu\n7u7ExsZy//79UpV0i4qKKCwsLHP6kahYVha8+iq4uEBoqNrRCGG6wsLCOH/+PG5ubjg5OZGdnc3e\nvXuZPHkyq1evpk2bNlV6n+TkZGJiYrCQNR2q8/eHwkKYOVPpqf3ZZ5JoC9NUUFBAgzKqWpn/nkkV\nFBSUe2x+fj4AkydPZvTo0YAyBfz27dtEREQwduzYcu/fli9fTlpaGkuWLJHq4rWcra2yPnvAAJg/\nH5YtUzsiYYwkya5GKSkppdZegzIlaf/+/aSlpdG2bVv99rS0NF5++WXu379P06ZN8fT05K233sLM\nzKwmwzZKRUXwxhtKwbMjR0CeUQhRfby9venYsWOJa5OHhwd+fn7s3LmTBQsWVOl9Vq5cybBhw4iP\nj6+uUMVjmDFDuZa+/76SaH/yiSTawvRYWFhw7969UtsLCwv1r1d0bEFBQalOCIMGDeLUqVOkpKTQ\npUuXUsft2rWLqKgoJkyYwPPPP1/lWGfNmlVqarmPjw8+Pj5Vfg/xZPr2VYqfzZqlrM8eMULtiER1\nCAsLIywsrMS2nJwcg7y3JNnVKCsri27dupXa/mCaUlZWlj7J1mq19OjRAycnJ/Lz8zl69Cjbt28n\nPT2dhQsX1mjcxujDDyE2FmJiZP2MENWtc+fOpbZptVratGlDampqld4jJiaGK1eu8Omnn0qSXYvM\nnq0k2h98oCTaixapHZEQhmVnZ0dmZmap7Q+miZc1lfwBe3t70tPTS81wtLGxQafTkZubW+qY6Oho\nNmzYwIgRIxg7duxjxRoSEkLPnj0f6xhhODNmKOuz335baQv70LiYMBFlPbRKSEigV69eT/3ekmRX\no4qmJOl0uhJTkubMmVNin6FDh7Js2TKioqIYNWoULi4u1R6vsYqIUNYQLl0KQ4aoHY0QddfNmzdL\nzM4pT35+Phs2bGDcuHFPvBxHVJ+5c5VEe/58JdGW57zClDg7O3P69OlSlcETExPRaDS0a9eu3GPb\nt29Peno6mZmZNG/eXL89MzMTjUaDjY1Nif3j4uIIDg5m4MCBzJgxw/AnI6qVRqMU032wPjsuTtZn\ni6qTJLsaVTQlSaPRVLoO0dvbm/379xMfH19pkl1XpxTFxysVIEePVlouCFFdqnNKkSk4dOgQmZmZ\n+Pn5VbrvV199hYWFBaNGjaqByMSTmDdPSbQ//BDu31dGtGXquDAFbm5uhIeHExkZibe3NwD37t0j\nJiYGFxcXfWXx7Oxs7ty5g1ar1S+N8fDw4PDhw0RFRemvdTqdjujoaKytrenQoYP+c86cOcPixYvp\n3r17qUK3wng0bQrh4fDSS8oMn+XL1Y5IGAtJsquRnZ1dmVUqqzIlCaBZs2YAZU4/elRdnFKUlgZ/\n/jN06QJbtsgNoKhe1TmlyNilpqayYsUKXF1dGTZsWIX7pqWl8fe//52PPvqoVOFHUbsEBkL9+krC\nnZcHX3wh11lh/FxcXHBzc2Pjxo3cvHkTrVZLdHQ0165d44MPPtDvt379eg4ePEhYWBgODg4A9O/f\nn549e7Jjxw5u3bqFs7MzcXFxnD9/ntmzZ+uvadeuXSMwMBCNRsOAAQM4fPhwiRicnZ1xcnKquZMW\nT6VPH6X42XvvKeuzR45UOyJhDOQOpxo5Oztz7ty5UtsTExOxsLCgZcuWFR7/yy+/AJSafiSUAmde\nXsq0nW+/lUJnQqglOzub+fPnY21tzaJFiyrtE7tq1SpcXV3p37//E31eXZ21o5aAALCyUm4u8/Lg\nb38DKYxs2urCrJ0FCxawefNmYmNjyc3NxcnJiSVLlpQoWqbRaMq8ni1evJhNmzZx5MgRYmJiaNmy\nJYGBgSWKof3666/6SuShZbQ7efPNNyXJNjLvvqusz/bzg+7dQf75RGUkyTaQsqYVubm5cezYMY4e\nPcr/b+/u46Iq0z6A/w6vggIK+oECNUETtjTzbZ+llMEi+4gvpRtKRo+iqwuubbgmqLs9q6vJuhmm\nrYKZ2WpiBA9ibaLQgojikwurpryFqRilvCkgwoAwzx8nRocZ3s9whpnf95/ozLlnrtubuTjXOfe5\nz9SpUwGIf6gyMjLg7e2tPuN57949WFpaat2/feDAAQiCgEmTJvVuZwzc/fvi9PBr14AzZ4CfTzAT\nUS+rra1FeHg4amtrsWPHDjg6Ora7f05ODs6dO4eNGzfi5s2b6u1NTU1QKpW4efMm7O3tYWtr2+Z7\nmOKsHbmtXAn07w8sXSoW2vv2iVe4yTiZwqwdS0tLLF++HMuXL29zn/DwcISHh2tt79evH1asWIEV\nK1a02XbcuHH4+uuvJYmVDIMgAB99JN6fHRAAnD4N8OmT1B7+meyExMRE1NbWoqysDABw5swZ9c9z\n586Fra2tzmlFPj4+SEhIwNatW3Ht2jU4ODggKSkJzc3NWLRokfr9CwsLsWnTJkybNg2urq5QKpU4\ndeoUcnNzMXPmzHYX4TA1KhWwbBlw4gTw1VfAE0/IHRGRaWpoaMC6detQUlKCbdu2YdiwYR22KS0t\nhSAIePvttzW2C4KA8vJyLFy4EKGhoZg3b56+wqZuCg4Wr2i/9hpQVwd8+ikXACIi0+LgAHz+OfCr\nX4kLROqYpECkxiK7E+Li4lBaWgpAPBjMzMxEZmYmAHEVcFtbW53TiszMzBAZGYno6GgkJiZCqVTC\n09MTa9euhZubm3o/FxcXjB07FqdPn0ZlZSUEQcDw4cOxatUq+Pv7915HDZxKJS5u9vHHwMGDwAsv\nyB0RkWlqbm7Ghg0bkJeXh02bNrW5MGPrGT4TJkzAxo0btfbbtm0bnJ2dERQU1KnVyUkeCxaIt+YE\nBAAvvywebLYz6YCIyOiMHy/en71ypfhEm9mz5Y6IDBWL7E5ofW+SLm1NKxowYABWr16t9Yiuh7m4\nuGhd2SFtW7YA770nnjns4qMmiUhCu3btQlZWFry9vVFVVYWUlBSN1/38/ABoLxw0ZMgQ9cq9D/vg\ngw/g6OgIb2/vXomfum/OHODLL8Ui+7nnxJ87WMOTiMiorFgBpKYCixcDFy4AD103I1JjkU19ws6d\n4kq3GzaIZw+JSD5XrlyBIAjIyspCVlaW1ustRXZbCwe11pl9yHD4+QFpacCMGcCUKcDx40AH63gS\nERmNlvuzx40Tb6H5+mvg5+WYiNRYZJPB274dCAsD/vAH4E9/kjsaIoqKiurUfm3N8Gnt0KFDPQ2J\netmkSeLCP9Oni/cnHj/ONTKIyHQ4OYlrU/j6Aps3A5yQSq3xQRxk0P72N7HADg/nM1qJiAzJ44+L\nT3hwcgKefVYsuomITMXUqeLFnw0bgFOn5I6GDA2LbDJIKhWwcSOwZg3wxz+K92OzwCYiMiyPPAJk\nZABPPSUuAnT0qNwRERH1nj/+EXjmGXGtoMpKuaMhQ8IimwxOY6P4mK7/+R9xCs5f/sICm4jIUDk4\nAMnJgL+/uCDazp1yR0RE1DssLMRp43fvAkuWiBeJiADek00GpqYGmD8fSEkB9u8H/vu/5Y6IiFor\nKChAcnIyzp8/j5s3b8LBwQFeXl5YsmSJxuMJdcnJyUFqaiouXbqEsrIyODo64umnn0ZwcDAcHR17\nqQcktX79gM8+E2/teeMN4LvvgKgoLgZERMZv6FDx8bIvvQTs3g2EhsodERkCFtkdqKurw+HDh5Gf\nn4/8/HzU1NQgPDwc06dP71T7u3fvIjo6GqdPn0Z9fT28vLwQEhKCUaNGae176dIlxMTEoKioCLa2\ntlAoFFi6dClsbGyk7pZByssD5s0DfvgB+OorcQVbIjI8sbGxuHz5Mnx8fODu7o7KykokJiZi2bJl\n2LVrFx577LE22+7Zswc1NTVQKBRwdXXFTz/9hMTERJw9exYffvghBg0a1HsdIUmZmwPvvgt4eIhP\ngbh6FYiNBQYMkDsyIiL9mjNHfLTXqlXiGhVjx8odEcmNRXYHqqqqcODAATg7O8PDwwMXLlzodFuV\nSoWIiAhcvXoVCxYsgL29PZKSkhAWFoaYmBi4urqq9y0qKsLq1asxfPhwhIaGoqysDJ999hlKSkoQ\nGRmpj64ZlM8/B4KDxbOB33wDeHrKHRERtSUgIACjR4+G+UOXKX19fREcHIxDhw5h3bp1bbZdsWIF\nxowZo7Ft0qRJePPNN5GYmIjg4GC9xU29IyQEGDECCAgQFwb64gvgoT93RLJrbGzEvn37kJqaipqa\nGri7u2PJkiWYMGFCp9pnZ2fj008/RWFhIVQqFdzcgEAJaQAAFoJJREFU3BAYGAiFQqGxn6lfPDE1\n774rLoC2YAFw7hzQv7/cEZGceE92BwYPHoyEhATExsZi+fLlUHXhZov09HTk5uYiIiICQUFBmDNn\nDqKiomBmZob9+/dr7Lt3717Y2dlh+/btmDVrFoKDg/HGG2/g3LlzyM7OlrhXhuP2beD118WDMX9/\nFthEfcEvfvELjQIbAFxdXfHYY4+huLi43batC2wAGDt2LOzs7DpsS33Hiy8CmZlAWRnwy18C58/L\nHRHRA5GRkUhISICfnx9WrlwJc3NzRERE4NKlSx22PXbsGNasWQNLS0v85je/wW9/+1s89dRTKC0t\n1div5eJJQ0MDQkND4e/vjy+//BIbNmzQV7dIZv36AYcPA9evA2++KXc0JDdeye6AhYVFt6cvZmRk\nwNHREVOmTFFvc3BwgEKhQGpqKu7fvw8LCwvcu3cP2dnZCAgI0Di7OX36dOzatQtpaWmdPrvaVzQ3\ni4lo9Wrg3j3gk0+AoCAucEbUl92+fRsjRozocru6ujrU1dXBwcFBD1GRXMaOBf7v/4BZs8Tpk4cP\nAzNnyh0Vmbq8vDykpaUhJCQEr7zyCgDAz88PwcHBiImJwc52Vu67efMmduzYgblz52LFihXtfs7D\nF09aju2cnZ3x3nvvITs72+iO60jk5QXs2AEsXSre9hgQIHdEJBdeydajoqIinfdee3p6QqlU4saN\nGwCA77//Hk1NTXj88cc19rOwsMDIkSNRVFTUK/H2BpUKOH4c+NWvxMcd/Nd/AZcvi1ezWWAT9V0p\nKSkoLy+Hr69vl9vGx8ejqampW23JsD36qPiIr+efB2bPFqdTcvVdktPJkydhbm6OmQ+d8bGyssKM\nGTOQm5uLsrKyNtsePXoUzc3NWLx4MQDxBKEuLRdPXnjhBa2LJ/369UNaWppEvSFDFBwsLuK7bJl4\nVZtME4tsPaqoqICTk5PW9pZtFRUV6v8KgqBzZV1HR0f1fn3Z9eviSrNjxojTCFUqID0d+N//5b16\nRH1dcXEx3n//fTz55JOdXhSyxYULF/CPf/wDCoUC48aN01OEJKf+/cVcHx4OvPUWsHgxoFTKHRWZ\nqitXrsDNzU3rvmjPn+9Va+/CRk5ODoYNG4azZ88iICAA/v7+mDNnDvbt26dxO6EpXTwhbYIAREeL\njzcMCgKamuSOiOTA6eJ6pFQqYWlpqbXdysoKKpUKyp+PMhoaGtTbde2r7MTRyObNwJAhPQxYYvX1\nQHk5cPEicOMGYG0NzJgB7NoFTJnCK9dExqCyshJr166FnZ0d/vznP0Powhe7uLgYb7/9Ntzd3bF6\n9epOtQkLC9OaVh4YGIjAwMAuxU29y8wM2LIFeOIJcRrlpUvAxIlyR9X7CgvljqBjsbGxiI2N1dhW\nVVUlUzTSa+8CiEqlavfCxg8//ABzc3Ns3boVgYGBcHd3x6lTp3Dw4EE0Nzdj6dKl6s9o7+JJZ+79\npr5t4EDg4EFAoRBXHu/g6ZZG6fp1YPJkuaOQD4tsPbK2tkZjY6PW9oaGBgiCAGtrawAPiuuWYrv1\nvi37tefEiTCYmz848GxsLIGz82o4Ocl34GllBTg6iqssTp4MTJ8O2Nl1//1iY2ON8kDaGPtljH1a\nuXIlrrea92VMB57dUVtbi/DwcNTW1mLHjh1des51aWkp3nrrLdjZ2WHLli2dXm03KioK48eP19jW\nuiAwBsb4HYqNjcVrrwVi1CjxqrYxrOlZURHb5b+z8+aJfx8NVcvv3cO/fzk5OUZzD3F7F0BaXm9L\ny/TwZcuWYf78+QCAKVOmoLq6GgkJCVi4cCFsbGwkuXiii7HmBWPrE/CgXzt3is/QvnVL7oh6rqv5\nbsQIYNo0PQYkAX3+/rHI1iMnJyedZ0RbtrWcSW05e1pZWam1b2Vlpc4zrq2dPKl54Dl79mwcPWpc\nScvYE7ExMcY+Xb9+HUePHtXYZkwHnl3V0NCAdevWoaSkBNu2bcOwYcM63ba6uhpvvfUWmpqaEBUV\n1aXiXBdj/H0z5j798pfi7ULGYPbsWKP7WwsY5+9fi/YugLS83l5bpVKJaa0qh2nTpuHcuXMoKirC\nmDFjJLl4oosxjosx9gl40K/QUCA0VO5opGGM+Y5Fdh/l4eGhc0pQbm4urK2tMXToUADAiBEjYG5u\njoKCAvj4+Kj3u3//PoqKirgYEBEZlObmZmzYsAF5eXnYtGkTvLy8dO5XWVmJu3fvwtXVVf3Ir/r6\neoSHh6OiogLbt2/Ho48+2puhE5GJc3JyQnl5udb21hdAdBk8eDBKSkq0njozcOBAqFQq1NTUqN+j\npxdPAO3bY7755hujLUqJ5FBSUoLZs2drbJNqliKLbInoOpj08fHBqVOnkJGRgalTpwIQBy4jIwPe\n3t6wsBD/+fv3748JEyYgJSUFQUFB6mmTx48fR319PRQKhSx9IiLSZdeuXcjKyoK3tzeqqqqQkpKi\n8bqfnx8AYM+ePThx4gRiY2Ph7OwMANi0aRMKCgowY8YMXL16FVevXlW3s7GxwbPPPtt7HSEik+Ph\n4YHz58+jrq5O4zaV3NxcCIKAkSNHttl21KhRKCkpQXl5OVxcXNTby8vLIQgCBg4cCEC6iyetb4+Z\nPXs2C2wiCbm6uuptliKL7E5ITExEbW2t+rEOZ86cUf88d+5c2Nra6jyY9PHxQUJCArZu3Ypr167B\nwcEBSUlJaG5uxqJFizQ+Y8mSJVi5ciV+//vfY+bMmSgrK8Pnn3+OSZMmYaIprg5DRAbrypUrEAQB\nWVlZyMrK0nq9pcgWBEFrIbSWtseOHcOxY8c0XnN2dmaRTUR65ePjg7i4OHzxxRcI+Pkhxo2NjTh+\n/Di8vLww5OdVZHVdPPH19UVaWhq++uorBAcHAwBUKhWSk5NhZ2enXk2cF0+IiEV2J8TFxaG0tBSA\neNCYmZmJzMxMAOLBpK2trc6DSTMzM0RGRiI6OhqJiYlQKpXw9PTE2rVr4dZqmcFRo0bh3XffxZ49\ne7B7927Y2NjA399fvVJlW1ru98nLy9PYXlVVhZycnB7129AYY58A4+yXqfSp5Xun6747YxYVFdWp\n/cLDwxEeHq6xrbuLlLWV6wDT+X3r69invqN1v4wp13l5ecHHxwd79+7F7du34erqiuTkZNy6dQtr\n1qxR76fr4smzzz6L8ePH49NPP8WdO3fg4eGBzMxMXL58GatWrVLPUAR6dvGEx3Z9nzH2y1T6JFW+\nE9LS0lQd70aGKjU1FZs3b5Y7DCKTtn79ejz//PNyh2HUmOuI5Gcsua6xsRH79u1Damoqampq4O7u\njiVLlmhMEf3rX/+KEydO4NChQ+oiGxDXlfjoo4+Qnp6O6upqDB06FK+++qrWYmgAcOnSJezZswff\nffcdbGxs4Ovri6VLl3b4NAXmOyL59TTfscju4+7cuYN///vfcHFx0fmoCCLSn4aGBty8eRMTJ05U\n34tH+sFcRyQf5rrexXxHJB+p8h2LbCIiIiIiIiKJmMkdABEREREREZGxYJFNREREREREJBEW2URE\nREREREQSYZFNREREREREJBE+J9sIVFZWIj4+Hvn5+SgoKEBdXR2ioqLw1FNPdfo9ysvL8cEHHyA7\nOxsqlQrjxo3DihUr8Mgjj+gx8vbdvXsX0dHROH36NOrr6+Hl5YWQkBCMGjWqw7affPIJPvnkE63t\nVlZWSE5O1ke4GjrzeJC29KTf+tTdPiUnJ2Pr1q1a2wVBQHx8PAYNGqSvkDtUV1eHw4cPIz8/H/n5\n+aipqUF4eDi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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "U_left_sod_modified2 = State(1.0, 0., 0.0, 1.5, eos)\n", "U_right_sod_modified2 = State(0.125, 0.5, 0.0, 1.2, eos)\n", "rp_sod_modified2 = RiemannProblem(U_left_sod_modified2, U_right_sod_modified2)\n", "display(rp_sod_modified2)\n", "display_png(rp_sod_modified2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now with tangential velocity:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ih3/anaconda/lib/python3.4/site-packages/matplotlib/tight_layout.py:222: UserWarning: tight_layout : falling back to Agg renderer\n", " warnings.warn(\"tight_layout : falling back to Agg renderer\")\n" ] }, { "data": { "image/png": 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HDkRfG8s9CqEhHh7ZBdB+/FHTkQghhBAVl1Kp3UXPQEuT7PT0dDZs2MCwYcNw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\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n" ], "text/latex": [ "$\\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 1.0000 \\\\ 0.0000 \\\\ 0.9000 \\\\ 1.5000 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 0.1250 \\\\ 0.5000 \\\\ 0.0000 \\\\ 1.2000 \\end{pmatrix}, \\end{cases} \\quad \\implies \\quad {\\cal R}_{\\leftarrow}{\\cal C}{\\cal R}_{\\rightarrow}, \\quad p_* = 0.0513, \\quad\\begin{cases} {\\cal R}_{\\leftarrow}: \\lambda^{(0)}\\in [-0.3838, 0.1375],\\\\ {\\cal C}: \\lambda^{(1)}= 0.2809,\\\\ {\\cal R}_{\\rightarrow}: \\lambda^{(2)}\\in [0.7773, 0.8750], \\end{cases} \\quad \\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_L} = \\begin{pmatrix} 0.1683 \\\\ 0.2809 \\\\ 0.9324 \\\\ 0.4573 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_R} = \\begin{pmatrix} 0.0838 \\\\ 0.2809 \\\\ 0.0000 \\\\ 0.9189 \\end{pmatrix}. \\end{cases}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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btmxJWloa9+7d00BUQgghhBBCCCGqAq0sfFYa8fHxtG/fPt9xCwuL3NcbNWr0usMSQogy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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "U_left_vt_0_9 = State(1.0, 0.0, 0.9, 1.5, eos)\n", "rp2_vt_0_9 = RiemannProblem(U_left_vt_0_9, U_right_sod_modified2)\n", "display(rp2_vt_0_9)\n", "display_png(rp2_vt_0_9)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Reactive case\n", "\n", "An interesting question is on the potential impact of this relativistic effect on detonations and deflagrations. Let us set up a reference reactive problem and add tangential velocities:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ih3/anaconda/lib/python3.4/site-packages/matplotlib/tight_layout.py:222: UserWarning: tight_layout : falling back to Agg renderer\n", " warnings.warn(\"tight_layout : falling back to Agg renderer\")\n" ] }, { "data": { "image/png": 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//XfGjRvHjRs3cHZ2xsPDA0tLS1asWMHq1auLKfrCq127Nlu2bOGHH37QKLWo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\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n" ], "text/latex": [ "$\\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\\\ q \\end{pmatrix}= \\begin{pmatrix} 1.0000 \\\\ -0.5000 \\\\ 0.0000 \\\\ 1.5000 \\\\ 0.2500 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 0.1250 \\\\ 0.0000 \\\\ 0.0000 \\\\ 1.2000 \\end{pmatrix}, \\end{cases} \\quad \\implies \\quad \\left({\\cal CJDF}_{\\leftarrow}{\\cal R}_{\\leftarrow}\\right) {\\cal C}{\\cal S}_{\\rightarrow}, \\quad p_* = 0.1464, \\quad\\begin{cases} \\left({\\cal CJDF}_{\\leftarrow}{\\cal R}_{\\leftarrow}\\right) : \\lambda^{(0)}\\in [-0.7887, -0.4919],\\\\ {\\cal C}: \\lambda^{(1)}= 0.1532,\\\\ {\\cal S}_{\\rightarrow}: \\lambda^{(2)}= 0.7187, \\end{cases} \\quad \\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_L} = \\begin{pmatrix} 0.3120 \\\\ 0.1532 \\\\ 0.0000 \\\\ 0.7039 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_R} = \\begin{pmatrix} 0.1570 \\\\ 0.1532 \\\\ 0.0000 \\\\ 1.3989 \\end{pmatrix}. \\end{cases}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": 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//XfGjRvHjRs3cHZ2xsPDA0tLS1asWMHq1auLKfrCq127Nlu2bOGHH37QKLWo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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "eos_reactive = eos_defns.eos_gamma_law_react(5.0/3.0, 0.25, 1.0, 1.0, eos)\n", "U_reactive = State(1.0, -0.5, 0.0, 1.5, eos_reactive)\n", "U_burnt = State(0.125, 0.0, 0., 1.2, eos)\n", "rp_reactive_base = RiemannProblem(U_reactive, U_burnt)\n", "display(rp_reactive_base)\n", "display_png(rp_reactive_base)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that this is a deflagration-shock problem.\n", "\n", "Now add tangential velocities to the unburnt material:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ih3/anaconda/lib/python3.4/site-packages/matplotlib/tight_layout.py:222: UserWarning: tight_layout : falling back to Agg renderer\n", " warnings.warn(\"tight_layout : falling back to Agg renderer\")\n" ] }, { "data": { "image/png": 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+mtjY2CyPwxCvLygoSDmT/OnVA/fu3SMyMhInJydMTU1VbZYvX87ly5fx9vZW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\n+OGHHDlyhNTU1Dq/tM5QXFxc7//PJpOJ4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H5+fty8eZOdO3cyffp0mjVrpq9XWFjIpk2b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\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n" ], "text/latex": [ "$\\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\\\ q \\end{pmatrix}= \\begin{pmatrix} 1.0000 \\\\ -0.5000 \\\\ 0.8000 \\\\ 1.5000 \\\\ 0.2500 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}= \\begin{pmatrix} 0.1250 \\\\ 0.0000 \\\\ 0.0000 \\\\ 1.2000 \\end{pmatrix}, \\end{cases} \\quad \\implies \\quad \\left({\\cal CJDF}_{\\leftarrow}{\\cal R}_{\\leftarrow}\\right) {\\cal C}{\\cal R}_{\\rightarrow}, \\quad p_* = 0.0464, \\quad\\begin{cases} \\left({\\cal CJDF}_{\\leftarrow}{\\cal R}_{\\leftarrow}\\right) : \\lambda^{(0)}\\in [-0.6382, -0.4005],\\\\ {\\cal C}: \\lambda^{(1)}= -0.2901,\\\\ {\\cal R}_{\\rightarrow}: \\lambda^{(2)}\\in [0.4159, 0.6667], \\end{cases} \\quad \\begin{cases} \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_L} = \\begin{pmatrix} 0.1567 \\\\ -0.2901 \\\\ 0.9377 \\\\ 0.4445 \\end{pmatrix},\\\\ \\begin{pmatrix} \\rho \\\\ v_x \\\\ v_t \\\\ \\epsilon \\end{pmatrix}_{\\star_R} = \\begin{pmatrix} 0.0789 \\\\ -0.2901 \\\\ 0.0000 \\\\ 0.8828 \\end{pmatrix}. \\end{cases}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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ZZL+J8+fPZ7n3ukaNGqSkpHDlypVc6JUQQgghhBBCiMIgTxY+exMJCQnUqVNHJ25ubq5c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\n+OGHHDlyhNTU1Dq/tM5QXFxc7//PJpOJ4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H5+fty8eZOdO3cyffp0mjVrpq9XWFjIpk2b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pKdHatWsVFRWlyspKpaSkjP7ge6gVFRWpqqpKO3bs0J9//qnk5GTV1tZqZGREmzZtmnBfbz2u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\nhE02AAAAAAAm+S9gx2JW9O5XbwAAAABJRU5ErkJggg==\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "U_reactive_vt_0_9 = State(1.0, -0.5, 0.8, 1.5, eos_reactive)\n", "rp_reactive_vt_reactive = RiemannProblem(U_reactive_vt_0_9, U_burnt)\n", "display(rp_reactive_vt_reactive)\n", "display_png(rp_reactive_vt_reactive)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, by adding tangential velocities to the right state the shock has become a rarefaction." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.4.4" } }, "nbformat": 4, "nbformat_minor": 0 }