{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Reading SNOwGLoBES-Format Model Files\n", "\n", "Demonstrate how `snewpy` can read files in the tabular `.dat` input format used by `SNOwGLoBES` and plot the data.\n", "\n", "Note: These files only contain time-integrated fluences, not the full information that is available in all other models. Accordingly, much of the functionality of `snewpy` is not available for these files.\n", "\n", "At the moment the class only reads the NoOsc files inside the tarfiles." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from snewpy.models.ccsn import SNOwGLoBES\n", "\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "\n", "mpl.rc('font', size=14)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting Functions\n", "\n", "Two functions are provided:\n", "1. One to plot the spectrum (number flux, actually fluence) at a given time.\n", "1. One to plot the fluence in 2D vs. energy and time." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def plot_spectrum(snmodel, time=0.):\n", " \"\"\"Plot spectrum (count/cm2) from SNOwGLoBES model at a given time.\n", " \"\"\"\n", " fig, axes = plt.subplots(2,3, figsize=(14,8), sharex=True, sharey=True,\n", " gridspec_kw={'wspace':0, 'hspace':0})\n", "\n", " for ax, (flavor, fl) in zip(axes.flatten(), snmodel.get_fluence(time).items()): \n", " ax.plot(snmodel.energy, fl, label=flavor)\n", " ax.legend()\n", " ax.grid(ls=':')\n", "\n", " axes[0,0].set(ylabel='fluence [cm$^{-2}$ (0.2 MeV)$^{-1}$]')\n", " axes[1,0].set(xlabel='energy [MeV]', xlim=(-0.5,10.5))\n", " fig.tight_layout()\n", " return fig\n", "\n", "def plot_fluence(snmodel, log=False):\n", " \"\"\"Plot the fluence (count/cm2) vs energy and time.\n", " \"\"\"\n", " fig, axes = plt.subplots(2,3, figsize=(14,8), sharex=True, sharey=True,\n", " gridspec_kw={'wspace':0, 'hspace':0})\n", "\n", " if log:\n", " norm = mpl.colors.LogNorm(vmin=1., vmax=snmodel.fmax)\n", " else:\n", " norm = mpl.colors.Normalize(vmin=0., vmax=snmodel.fmax)\n", " \n", " for ax, (flavor, fl) in zip(axes.flatten(), snmodel.flux.items()): \n", " im = ax.imshow(fl, extent=[snmodel.time[0], snmodel.time[-1], snmodel.energy[0], snmodel.energy[-1]],\n", " origin='lower', cmap='Blues', norm=norm,\n", " aspect='auto')\n", " ax.text(0.8,0.9, flavor, fontsize=12, transform=ax.transAxes)\n", " ax.grid(ls=':')\n", "\n", " axes[0,0].set(xlim=(snmodel.time[0], snmodel.time[-1]),\n", " ylim=(0,10), ylabel='energy [MeV]')\n", " axes[1,0].set(xlabel='time [s]')\n", "\n", " fig.tight_layout()\n", " fig.subplots_adjust(right=0.8)\n", " cb_ax = fig.add_axes([0.82, 0.1, 0.02, 0.85])\n", " cb = fig.colorbar(im, cax=cb_ax)\n", " cb.set_label('fluence [cm$^{-2}$ (0.2 MeV)$^{-1}$]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## PISN Models\n", "\n", "Plot the spectrum at $t=0$ and the total fluence for some of the PISN models.\n", "\n", "### 150$M_{\\odot}$ Progenitor, Helm EOS" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "sn1 = SNOwGLoBES('../../models/PISN/PISN_150Msun_EOS=Helm_NeutrinoFlux.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn1)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn1, log=True)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn1, time=0.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 150$M_\\odot$ Progenitor, SFHo EOS" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "sn2 = SNOwGLoBES('../../models/PISN/PISN_150Msun_EOS=SFHo_NeutrinoFlux.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn2)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn2, log=True)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn2, time=0.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 250$M_\\odot$ Progenitor, Helm EOS" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "sn3 = SNOwGLoBES('../../models/PISN/PISN_250Msun_EOS=Helm_NeutrinoFlux.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn3)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn3, log=True)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn3, time=0.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 250$M_\\odot$ Progenitor, SFHo EOS" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "sn4 = SNOwGLoBES('../../models/PISN/PISN_250Msun_EOS=SFHo_NeutrinoFlux.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn4)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn4, log=True)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn4, time=0.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Type Ia Models\n", "\n", "### GCD" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "sn5 = SNOwGLoBES('../../models/Type_Ia/GCD_NeutrinoFlux.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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O2bnFvO2YnR2zc4dZ2zE7u3BlJ/m+RQs5ULLXhM5kPCb/c4tkHKIxNmzcHHQJocXs7JidW8zbjtnZMTt3mLUds7NjdlRo7O5H2OGDdUGXEFrMzo7ZucW87ZidHbNzh1nbMTu7UGUnKKZbtFCO2AmNsFUXXBR0CaHF7OyYnVvM247Z2TE7d5i1HbOzY3ZUaOyERlhbS1PQJYQWs7Njdm4xbztmZ8fs3GHWdszOLnTZ8ZrQ0GHSEbZw8ZKgSwgtZmfH7Nxi3nbMzo7ZucOs7ZidHbOjQmMnNEOnMU25LVXPFJTY4GBgrx12zM6O2bnFvO2YnR2zc4dZ2zE7u3Blx9Fxw4hJR1h5OX+9VszOjtm5xbztmJ0ds3OHWdsxOztmR4VWsrdoKQUVFZVBlxBazM6O2bnFvO2YnR2zc4dZ2zE7u9BlV8ZRbcOGX3NE2MBAf9AlhBazs2N2bjFvO2Znx+zcYdZ2zM6O2VGh8UhohC1ZuizoEkKL2dkxO7eYtx2zs2N27jBrO2ZnF6rsBLyWM4Qi+xub6eBAkz13zGBF6p2KRXPjyaBLCC1mZ8fs3GLedszOjtm5w6ztmJ0ds6NC45HQCLvw4jVBlxBazM6O2bnFvO2YnR2zc4dZ2zE7u9BlJ7wmNGwieySUgIMH9gddQmgxOztm5xbztmN2dszOHWZtx+zsmB0VGo+ERtj6jVcGXUJoMTs7ZucW87ZjdnbMzh1mbcfs7MKVnfCa0BDibyzC9u7eGXQJocXs7JidW8zbjtnZMTt3mLUds7NjdlRoRdUJFZFyEfm4iBwVkaHMz7tEZMZHbP2DB40dXGjigYzyOciR5flWm7Zsc/ZaUcPs7JidW8zbjtnZMTt3mLUds7MLXXYi+ZvIiaLqhAL4OwB/DeBdANYBeHdm/oNBFhVW/BbLjtnZMTu3mLcds7Njdu4waztmZxe67KQsfxM5UWzXhD4fwI9V9ceZ+QYReQTA1QHWFFqh+xariDA7O2bnFvO2Y3Z2zM4dZm3H7OyYHRVasXX3fw3ghSKyDgBEZD2A3wfwk0CrCqm62pqgSwgtZmfH7Nxi3nbMzo7ZucOs7ZidXaiyy+epuDwd15liOxJ6D4CzANSKSBLp+j6hqg8GW1Y4XXzJ2qBLCC1mZ8fs3GLedszOjtm5w6ztmJ0ds6NCK7YjobcAeDOA1wPYmvn3O0XkreOtLCK3icgOEdnR0tKMzlMdaGttRnNTI3q6u3Cs4QiGYjEcqqtFKpXCvr27AQD7qndBVbG/eheSySQO1dViKBbDiYYj6OnuQmtzI9rbWtDVeQqNJ45hcKAfRw4/h0Qigbr9e6Gq2Ldn55mfAOoO7EM8HsfRI4fQ29uLxhPH0dHWho62NjSePI6+3l4crT+E4Xj89LdLo+fbj/6sralGIpHA4YN1GBjox4njDZ731N3dhWNH6xGLxXAw855qqnelt7EnvY2a6l1IpVI4WFeLhqP1OHa0Ht3dXWhuakRbazqjE8cbMDDQj8MH65BIJFBbUz1uPXW1NRiOx3G0/hD6envRePI4Otrb0NEe3HuKxWJO3tOxhiORe0+ufk97dv0ub+/pnrs/jmu2b8FVWzfBv4+Xes6j72nf3t2Re0+ufk+7d/42cu8pjJ8vD9x/L67augnP27aZ+zk/y/lZXiS/p3x+lme/p4LhNaGhIy5Ha52KiJwA8GlVvTfrsQ8BuFVV10z23G3btutTz+44PT92hFvv+qk8vm/xHbr3H8j3H9n3r18ofb29OGvBAievFTXMzq5Q2V139XZk7+OUxrZqx+zsuJ+7w3Zqx+zsCrmP79y5I69/CJctXKVV1743b9sbeuz9O1V1e942SOMqtu7+XABJ32NJFF+dodDb2x10CaHF7OyYnVvM247Z2TE7d5i1HbOzC112vCY0dIrtmtAfA/h7ETkKYD+ALQDeB+AbgVYVUlVVs4MuIbSYnR2zc4t52zE7O2bnDrO2Y3Z2zI4Krdg6obcD+DiABwGcA6AZwFcBfCzIooiIiIiIqBgJr+UMoaLqhKpqH4D3ZKb8bnvK1859W/4j9f7rT11d8zmVeHwo6BJCi9nZMTu3mLcds7Njdu4waztmZ8fsqNCKqhNK+bVgwaKgSwgtZmfH7Nxi3nbMzo7ZucOs7ZidXeiyK5IDQJQ7HruOsI721qBLCC1mZ8fs3GLedszOjtm5w6ztmJ0ds6NC45HQCFt5/uqgSwgtZmfH7Nxi3nbMzo7ZucOs7ZidXaiyE/Ca0BDibyzCjtQfDLqE0GJ2dszOLeZtx+zsmJ07zNqO2dkxOyq0yBwJVXgHCJrOQEOjz/fMT7KBMnjPOx8zUJFv/aDOUl+3fmNArxx+zM6O2bnFvO2YnR2zc4dZ2zE7u3Blx9Fxw4i/sQjbu3tn0CWEFrOzY3ZuMW87ZmfH7Nxh1nbMzo7ZUaFF5kgojbVpy7agSwgtZmfH7Nxi3nbMzo7ZucOs7ZidXeiy4+i4ocMjoRHGb7HsmJ0ds3OLedsxOztm5w6ztmN2dsyOCo1HQiMsdN9iFRFmZ8fs3GLedszOjtm5w6ztmJ1d6LLjNaGhUzK/MVX1TfBNkyyHd0qpeib/tsa+9uSvVSi1NdUF23bUMTs7ZucW87ZjdnbMzh1mbcfs7JgdFRqPhEbY2ss3BF1CaDE7O2bnFvO2Y3Z2zM4dZm3H7OxClx2vCQ2dkjkSWooajhwOuoTQYnZ2zM4t5m3H7OyYnTvM2o7Z2TE7KjQeCY2wc1eeH3QJocXs7JidW8zbjtnZMTt3mLUds7MLVXbC+4SGEX9jEdZ5qiPoEkKL2dkxO7eYtx2zs2N27jBrO2ZnF7rsRPI3kRORPRI61XA/Kd+AQP7xgbKXCyZvkOpb7B9sSAJq0PPmzQ/kdaOA2dkxO7eYtx2zs2N27jBrO2Znx+yo0CLbCSUgkRgJuoTQYnZ2zM4t5m3H7OyYnTvM2o7Z2YUtu6AO+JAdT8eNsGQyFXQJocXs7JidW8zbjtnZMTt3mLUds7NjdlRoPBIaYXPmzg26hNBidnbMzi3mbcfs7JidO8zajtnZhSk7AY+EhhGPhEZYT1dn0CWEFrOzY3ZuMW87ZmfH7Nxh1nbMzo7ZUaGVzJFQ/8BD/oGLJhuoaOxAQ/6Ne2fLfCv4X8vVdzXnrDjP0StFTylnN9OBtUo5uyAwbztmZ8fs3GHWdszOLlTZCdz9cU15wyOhEXbi2NGgSwgtZmfH7Nxi3nbMzo7ZucOs7ZidHbOjQiuZI6GlaM3adUGXEFrMzo7ZucW87ZidHbNzh1nbMTu7cGUnvCY0hHgkNML21+wJuoTQYnZ2zM4t5m3H7OyYnTvM2o7Z2TE7KrQJj4SKyH2G7X1EVXklc5HYeOXWoEsILWZnx+zcYt52zM6O2bnDrO2YnV3YsuOR0PCZ7Ejo3wDYBmBjjtM7ACwqZLFTUc2e1DsB3km9U8o3JVUnnPzP9W/cv60xtejktebL3j0787atUlNK2eW7/ZVSdsWAedsxOztm5w6ztmN2dsyOCm2qa0L/WFXbctmQiPTloR7Ko02btwVdQmgxOztm5xbztmN2dszOHWZtx+zswpYdj4SGz2RHQt8CoGca2/pLAK0zK4fyqaZ6V9AlhBazs2N2bjFvO2Znx+zcYdZ2zM6O2VGhTXgkVFUfns6GVPU7My+H8mnDxs1BlxBazM6O2bnFvO2YnR2zc4dZ2zE7u7BlxyOh4TPp6LgickxEPiwiq10VRPlz+GBd0CWEFrOzY3ZuMW87ZmfH7Nxh1nbMzo7ZUaFNdYuW7yJ9mu0REXlMRF4rIpUO6sq7lKp3Snmn5CTTmHUnGbQoOWYQovwNNDRdqy64KLDXDjtmd8Z02zOzc4t52zE7O2bnDrO2Y3Z2ocpO8jxN9XIiN4jIIyLSKCIqIrdmLasUkXtEZK+IDIhIs4h8x39AT0SqROR+EenIrPeIiJzvW2e1iPw4s7xDRO4TkVm+dW4UkZ0iMiQiR0Tkr8ap950icjSzzk4RuX7qd1l4k3ZCVfXvAKwC8BoAQwC+A6BRRD4jIpc7qI9moK2lKegSQovZ2TE7t5i3HbOzY3buMGs7ZmfH7CY1H8A+AO8GEPMtmwtgK4BPZH6+Eum+1E9FJPsyyM8j3b96HYDrASwA8D8iUg4AmZ+PAjgrs/x1AF4L4DOjGxCRiwD8BMDTALYA+GcA94vIa7LWuQXAvQDuzqzzNID/LYazXKcaHReqmgTw3wD+W0SWA7gV6UGL3iMivwXwVVX9t4JWSSYLFy8JuoTQYnZ2zM4t5m3H7OyYnTvM2o7Z2YUpO4E4vSZUVX+CdOcPIvKQb1kPgJs89Yn8JYD9AC4HUCMiCwG8FcBbVPWJzDpvAnAMwIsBPAbgZgAbAFygqicy69wB4F9F5E5V7QXwVwCaVPX2zEsdEJGrAXwAwI8yj70PwEOq+tXM/O0i8gdI31rzg3mIw2yq03E9VLVVVe9R1XUAXg1gLYCvTvE0CkhscDDoEkKL2dkxO7eYtx2zs2N27jBrO2Znx+zyakHmZ1fm5zYAlQAeH10h09E8AOD5mYeuBXBgtAOa8RiAqszzR9d5HF6PAdieOS14VmZd/zqPZ71OYKbVCQUAEblZRL6L9PWiAPCF/JZE+VJePu1fL2UwOztm5xbztmN2dszOHWZtx+zswpadiORtArBMRHZkTbfNoK5ZSJ9C+2NVPZl5eAWAJIAO3+qtmWWj6/hvfdmRed5k67QifabrssxUPsE6KxCwKU/HBQARuRDpU3BvBXA+gJ9n5v9TVeMFqm1Gxoyf4ptP+VZIpnTC5f4D/P5Nj1nuOyXAX4v6nlCoEwgqKkI5hlRRKKXsphpraLpnuJRSdsWAedsxOztm5w6ztmN2dmHLLs+n43ao6vaZbiRzDei3ACwC8IoZVxUxU92i5Q0i8jMAhwH8BYBvAFijqi9W1e8WaweU0gYG+oMuIbSYnR2zc4t52zE7O2bnDrO2Y3Z2zG5mMh3QfwewCcCLVPVU1uIWpI9QLvM9bXlm2eg6y33LR49sTrbOcgAJpI+ajh45HW+dFgRsqmPtXwfQg3Tv/QJV/UdVPVr4sigfliz1t23KFbOzY3ZuMW87ZmfH7Nxh1nbMzi5s2eX5dNyZ1lIJ4HtId0BfqKr+Dt9OACPIGsAoc3uWy5EevRYAngFwue+2LTcBiGeeP7qOZxCkzPwOVR1R1eHMuuOt8zQCNlUn9HxVfbWq/kRVU04qorxpbjw59Uo0LmZnx+zcYt52zM6O2bnDrO2YnR2zm5iIzBeRzSKyGem+1OrM/OrMEdAfALgG6duqqIisyExzgNMj6H4NwKdE5MUisgXANwHsBfB/mZd5HOkRdb8hIltE5MUA/gXpu5L0Ztb5EoCVIvJ5EblcRN6G9KWTn84q97MAbhWRt2XWuRfAeZnnBmqq+4S2jf5bRF4qIo+KSK2IrMo89jYReVGhiySbCy9eE3QJocXs7JidW8zbjtnZMTt3mLUds7MLVXaS52lq2wHszkxzAHw08++PIT12ziuR7ujtBNCcNd2StY33APhPpI+YPgWgH8DLM7fGHL1F5h8BGMws/x7St135wOgGMmen/iGAGwDsAXAngHep6o+y1vle5rU+lFnn9wD8oaoey+mdFlBOQ1+JyBsAfB/AQQAXIT2sMJA+L/mOfBYkIueKyMMi0i4iQ5lO7425PFcnmVKqvgmeKZlSz5RIZk0p7+Rfd8y2VD3TmHpUfRM8U74cPLA/fxsrMVHOzt/+xiz3T+qfJn9+lLMrRszbjtnZMTt3mLUds7NjdhNT1SdVVcaZblXVhgmWiao+lLWNuKrerqpLVXWuqr7cdzsWqOpxVX1ZZvlSVX2XfzweVf2Fqm5V1SpVvUhVxxzhVNUHVfXCzDrbVPWXBQtnGnIdf/kOAG9X1fcifbHrqN8A2JyvYkRkEdK9fUG69385gNsBtE32PBrf+o1XBl1CaDE7O2bnFvO2Y3Z2zM4dZm3H7OzCll0xXRNKucm1E3op0he/+vXjzA1Y8+EOAM2q+mZV/a2qHlXVn6nqgTy+RsnYu3vn1CvRuJidHbNzi3nbMTs7ZucOs7ZjdnbMjgot105oE4C14zx+A4D6/JWDVwF4VkS+JyJtIrJHRP5G+Pko6qAAACAASURBVLWEyaYt24IuIbSYnR2zc4t52zE7O2bnDrO2Y3Z2YcpOkL+joOxyuJNrJ/QrAO4Tkesy86tE5M8BfArAF/NYz8UA3gngCICXALgXwCcB/HUeX6Nk8FssO2Znx+zcYt52zM6O2bnDrO2YnR2zo0LLqROqqp8C8B8AngAwD8DPkR7a90uq+kCe69mlqh9U1d2q+nUA92GCTqiI3CYiO0RkR2tLM7o6T6G9tQUtzY3o6e7EiYYjiMUGUX+wFslkCs/tr0ZKgbp9e5BIKQ7VVmMkmUTD4ToMxgbRcrIBvT1d6GhtQmdHK3q6T6Gt+QT6+/vR2HAYQ8MjOHZoP0aSivoD1ad/JlKKIwdrERsawomGevT39aK16SQ6O9rR2dGOppPH0dvbg4YjhzAUH8LBA/sAAPurdwEAaqrTO/qBfdVIJBI4fLAO/f19OHHsKE6d6kBbazOamxrR3d2FY0frEYvFcLCuFqlUCjWZbezdszOzrV1IpVI4WFeLS9etx7Gj9eju7kJzUyPaWpvReaoDJ443YGCgH4cP1iGRSKC2pjq9jcz/cEZ/1tXWYDgex9H6Q+jr7UXjyePoaG9DR3sbGk8eR19vL47WH8JwPI662ppxt1Fbc+Y9DQz048TxBnTO4D3FYjEn72nd+isi956yf081o3Xs2QkFULuvGiOJBOoPPYeB/j6czH5PzZn31HAEsVgMhzLvaV/17nHf0+w5c/L2nu65++O4ZvsWXLV1E1pamkOXs4u2s3DRosi9J1e/p1lVsyL3nlz9nvL5+fLA/ffiqq2b8Lxtm7mf87Ocn+VF8nvK52d59nsqFB4JDR8Zb3TLCVcWmQtgPdKdxVpV7c9rMSLHADyhqm/LeuxNSHd250323K3btuuvnvnd6flE0ntb05Gk933GE97lw775ZGriXMrLvA10VoW3L1/lm68o965f4Xt+ma/B+9u/dYeoq63BuvUbTc8tdVHOzr/P+5u6f7m//ZVN0T4Lld11V2/HU8/uyPt2wy7KbbXQmJ0d93N32E7tmJ1dIffxnTt35LWnV7nsEl38in/O2/bav37LTlXdnrcN0rgqprOyqg4CKOSnw1MALvM9thZA4PeyCaOLLxnvMl7KBbOzY3ZuMW87ZmfH7Nxh1nbMzi502fEAZuhMejquiNyXy5THej4H4BoRuVNE1ojInwB4F4B8nvJbMgp52kPUMTs7ZucW87ZjdnbMzh1mbcfs7JgdFdpUR0L/BsBxpAcKmug7htzP552Cqv5ORF4F4G4A/5h57X8E8GC+XqOULDt7edAlhBazs2N2bjFvO2Znx+zcYdZ2zM4uVNmJ/dI1Cs5UndAfAHgFgKMAvgbgh6o6VMiCVPVRAI8an3vm375lKd91bv5rPv3XkCaSE/et1XeNp28WSd9Fc/5rSP2X4ar/GrsJX3l6enu7cdaCfN7GtXREObsx7W8a14WP93z/3hbl7IoR87ZjdnbMzh1mbcfs7JgdFdqkp+Oq6i0AVgL4TwAfANAsIl8UEV6sGwJVVbODLiG0mJ0ds3OLedsxOztm5w6ztmN2dmHLjqPjhs+Ut2hR1U5VvU9VNwO4CenDHo+LSHVmtFwiIiIiIiKinExrdFwAdQD2ALga6VFry/NeEeVNPF7QM6cjjdnZMTu3mLcds7Njdu4waztmZxe27HgEM3ymPBIKACJyo4h8A0ALgDcjPVDQuaraV8jiaGYWLFgUdAmhxezsmJ1bzNuO2dkxO3eYtR2zs2N2VGiTHgkVkTsB3ApgPoBvANiuqnUO6pox/+ApqdRUAxN550eyBioasy3fSEJlvm9fysu9T6jwvVbKPxCRf6CXPH2b09HeyovKjUopuzEDFfmWl/kemerbxlLKrhgwbztmZ8fs3GHWdszOLkzZCXgtZxhNdTrux5G+Tcp/AZgD4J3j/ZJV9V35L41mauX5q4MuIbSYnR2zc4t52zE7O2bnDrO2Y3Z2ocuOfdDQmep03F8ifXuWdQA2TjBdUcgCye5I/cGgSwgtZmfH7Nxi3nbMzo7ZucOs7ZidHbOjQpv0SKiqvsBRHVQA69ZvDLqE0GJ2dszOLeZtx+zsmJ07zNqO2dmFKjvhwERhlNPARBROe3fvDLqE0GJ2dszOLeZtx+zsmJ07zNqO2dkxOyq0CY+EisgdAO5X1VguGxKR9wD4N1XtzVdxM6G+0VZ84w4hkTXwEOAdiAgA4iNZAxP5tu0fmKi8zDtfmfTOJ8t96+vk39b4B4rxV5Drtz2btmzLaT0aK8rZjW3POuly8V1oMab5+p4Q5eyKEfO2Y3Z2zM4dZm3H7OzClh2PhIbPZEdC/xnpUXFz9TEAy2ZWDuUTv8WyY3Z2zM4t5m3H7OyYnTvM2o7Z2TE7KrTJrgkVAL8QkUSO25qTh3ooj8L2LVYxYXZ2zM4t5m3H7OyYnTvM2o7Z2YUtOx4JDZ/JjoR+FMD3APwox+kuAJ2FLJamp7amOugSQovZ2TE7t5i3HbOzY3buMGs7ZmfH7KjQJjwSqqofdVkI5d/ayzcEXUJoMTs7ZucW87ZjdnbMzh1mbcfs7EKXHQ+Ehk6kRsdVnXhKpdQzJZLeaTiR8kyxRPL0NDiS8EzxkZRn8j93JKmeKZnyTin1TmPqhXeyajhyOD/BlqAoZ6eqvmnyfWVse/VOfg1HDk+4jPIvym210JidHbNzh1nbMTs7ZkeFNul9Qinczl15ftAlhBazs1tx3sqgSygpbKt2zM6O2bnDrO2YnV3YsuM1oeETqSOh5NV5qiPoEkKL2dl1MTun2FbtmJ0ds3OHWdsxOztmR4XGI6ERNm/edO6wQ9mYnd3c+WcFXUJJYVu1Y3Z2zM4dZm3H7OzClJ2I8EhoCOV0JFRENhe6EMq/RGIk6BJCi9nZJUaYnUtsq3bMzo7ZucOs7ZidHbOjQsv1SOguEdkN4F8BfEdVewpYk4l/EJ+Ub1AU/3wi5Z2PJ1Ke+f7hM7dHTah32UiFd768zPvtyyzf8kTS29evLPfW7q+tLE9DfCWTqalXonFFKbupBggau694l4tvvsw3r77mmkomp1MezVCU2qprzM6O2bnDrO2YnV3YsuOR0PDJ9ZrQywA8DuBOAE0i8i0ReWHhyqJ8mDN3btAlhBazs2N2bjFvO2Znx+zcYdZ2zM6O2VGh5dQJVdVDqvpBAKsB/CmA2QB+KiL1InKniIRrCK0S0dPVGXQJocXs7Lq7u4IuoaSwrdoxOztm5w6ztmN2dmHLbvS60HxM5Ma0RsdV1ZSqPgrgjQD+HsBKAB8HcEREvisivDdDETlnxXlBlxBazM5u+fJzgy6hpLCt2jE7O2bnDrO2Y3Z2zI4KbVqdUBF5noh8CUAzgPcA+CSACwFcD2AxgP/Kd4Fkd+LY0aBLCC1mZ8fs3GLedszOjtm5w6ztmJ1d6LKTPE7kRE4DE4nI+wC8BcBaAI8CeAOAn6qeHrHnuIi8FUBDIYrMiXoHYPEPxZL0jbaS8F1wPTCS8Mz3DA+f/veI77nDvufOKvOONFRVWeab9z7fX0uFb2Aj/0Ay6tsjcj1TYM3adbmtSGNEOTv/wEP+9jhmYCL/830P+AcuuvjSdRhtwjyrpfCi3FYLjdnZMTt3mLUds7NjdlRouR4JfQeAbwNYraqvVtWfZHVAR7UBeGteq6MZ2V+zJ+gSQovZ2dXuqw66hJLCtmrH7OyYnTvM2o7Z2YUtO14TGj45HQlV1UtzWGcYwMMzrojyZuOVW4MuIbSYnd0Vm7YEXUJJYVu1Y3Z2zM4dZm3H7OyYHRVaTkdCReSGCabrReQqEVlS6EJp+vbu2Rl0CaHF7Oz2Ve8KuoSSwrZqx+zsmJ07zNqO2dmFKjvhkdAwyulIKIAnceYyy9HfTvZ8SkQeAfAmVR3IX3k0E5s2bwu6hNBidnZX8NtTp9hW7ZidHbNzh1nbMTu7MGUn4BgUYZTrNaF/BOAA0rdmWZOZ3ghgP4DXZKbNSI+WWxRUvVMypZ5pJOmd+kcSnqlr6MzUMTDimbqGvFPP8LBnGk6kPNOIb/LXklLv5K997HvT09NkanhEyizK2fnb29h9I+WZEin1TCmFZ/K31317dwf9FktKlNtqoTE7O2bnDrO2Y3Z2zI4KLdcjoXcBeLeq/izrsSMi0g7gHlXdJiJJAPcDuD3fRZLNho2bgy4htJid3forrgy6hJLCtmrH7OyYnTvM2o7Z2YUrO55GG0a5HgldD6BxnMcbM8sAoAbAinwURflx+GBd0CWEFrOzqz/E7FxiW7VjdnbMzh1mbcfs7JgdFVqundBaAHeKSNXoA5l//0NmGQCsAtCS3/JoJlZdcFHQJYQWs7NbtZrZucS2asfs7JidO8zajtnZhS07kfxN5EaundB3AngJgEYReVJEnkT6KOhLkL6HKABcDODBvFdIZm0tTUGXEFrMzq6ttTnoEkoK26ods7Njdu4waztmZ8fsqNByvU/osyJyEdKDEV2Wefg7AL6jqv2Zdb5RmBJzlz1Mj3/QnpRvDJ+RZMozPzCS8MyfGjgz3xdPetcd9j63qsLbl184a5Znfs6scs98IjV5bf7hhvzzuX5Js3Ax75xjFaXs/ONX+edHkt4H/O1TxDtf4W+/vga5YNHi023Wvx/ymo38i1JbdY3Z2TE7d5i1HbOzC1t2/PsifKY8EioilSLSAuBCVf2yqr4vM31ltANKxSk2OBh0CaHF7OxiMWbnEtuqHbOzY3buMGs7ZmfH7KjQpjwSqqojIjKCsQfkqMiVl+d6tjX5MTu78rLyqVeivGFbtWN2dszOHWZtx+zsQpUdr+UMpVxb2P0APigiud7ShYpARUVl0CWEFrOzq6hkdi6xrdoxOztm5w6ztmN2dsyOCi3XTuj1AF6J9MBEPxORR7KnAtZHMzAwwLOlrZid3UB/X9AllBS2VTtmZ8fs3GHWdszOLkzZCYCyMsnbRG7kemSzA8CPCllIvvnPHU75BlMZ9g1M1DfsHXzo1ODI6X/3xryDFg0Me083nDPL25dfXDXimV+Q8Mac8L12MuV9fso3mEvZmJGJcttBlixdltN6NFaUsptqX/AP0uUfqMj//+OE74Fy3/ziJUvPDEjE82MKLkpt1TVmZ8fs3GHWdszOjtlRoeV0JFRV3zLZVKjiROSDIqIi8oVCvUaUNTeeDLqE0GJ2di3NjUGXUFLYVu2YnR2zc4dZ2zE7u7Blx/uEhs+0rjoWke0icouIzMvMzyvUdaIicg2A2wDsLcT2S8GFF68JuoTQYnZ2qy+8JOgSSgrbqh2zs2N27jBrO2Znx+yo0HLqhIrIchH5DYDfIn1/0OWZRZ8F8Jl8FyUiCwF8G8BfAOjK9/ZLxcED+4MuIbSYnd3h52qDLqGksK3aMTs7ZucOs7ZjdnZhy05E8jaRG7keCf0cgFYASwFk3zjoBwBuzndRAL4C4Ieq+vMCbLtkrN94ZdAlhBazs1u3YVPQJZQUtlU7ZmfH7Nxh1nbMzo7ZUaHl2gl9EYA7VdV/VLIewOp8FiQibwewBsCHclj3NhHZISI7Wlub0d15Ch1tLWhraUJfTzdaTjRgKBbD8frnkEwl0XxkP1KqaK7fh5FUCgNNz2E4mcRg21HEh2Ko7GtDcrAP0t+JOfFuVAz1YlH8FBKxAaxOtaO3P4bL0IpTfXGsTTae/tnWN4J5PSfR2RtDZU8L+gZ6MdDVgv7eU+jvPYXu9ib09/Wis7kBsdgQTh6pw0hScey5vRhJKg7u34NkSlFfV4PhkRE0HD6Iwf5+NJ04hq7OU2hva0FrcyN6urtwouEIYoMxHKyrRTKZQk31LgDA3j07AQA11buQSqVwsK4Wu3c8i2NH69Hd3YXmpka0tTaj81QHThxvwMBAPw4frEMikUBtTXV6G7t3en7W1dZgOB7H0fpD6OvtRePJ4+hob0NHexsaTx5HX28vjtYfwnA8jrramnG3UVtTjUQigcMH6zAw0I8TxxvQeaoDba3NaG5qRHd3F44drUcsln5PqdTk7ykWizl5T7t3/DYy76m/rxcNR9K/p+cO7EMipajbt/v0z+FECscP78dQfBhNxw6jr7cP7U3H0d3Zgc72FrS3NKGnuwvNJxowMDCIhsN1GEkmcai2GomUorZmN5KqOLBvDxLJJJ751c8RG4zheMMRdHel31NrSws6T52a9nu65+6P45rtW3DV1k1oaWku6pyD2h+e+dWTkXtPrn5Pv37yZ5F7T65+T/n8fHng/ntx1dZNeN62zdzP+VnOz/Ii+T39+hf/ryDvqSDyeD0oD4S6I6r+sTPHWUmkF8B2VT0oIn0ArlTVIyLyPAD/q6pL81KMyGUAfg3g91T1ucxjTwLYp6p/M9lzt2zdrj9/6tnT84Nx72i3XQPDnvnGnphnvrqt1zNf2zww4XNnV3pHx129dK5nftO58zzzaxbO98wvnj/LM3/WbO9ltXNmebdfWe7dI8qy9hAOJU1TSfpGw+0f8o727G/f8RHvaLlzq8p98972OrvS+13WrKwbXPtHzp1Je73u6u146tkd5ucTUfHjfk4UbdddvR07d+7I6x+vc85bq2ve+kDetrfvrpt3qur2vG2QxpXrkdBfArg1a15FpBzA3wH4WR7ruRbAMgD7RSQhIgkANwJ4Z2a+Ko+vFXmj30TR9DE7u/17dwVdQklhW7VjdnbMzh1mbcfs7MKUnYDXhIZRrp3QOwC8XUSeAFCF9GBEtQCuA/DBPNbzXwA2AticNe0A8N3Mv4cnfir5bdqyLegSQovZ2W3YtDXoEkoK26ods7Njdu4waztmZ8fsJiYiN4jIIyLSmLmV5K2+5SIiHxGRJhGJiciTIrLBt85iEfmmiPRkpm+KyCLfOhtF5BeZbTSKyD+Jr5csIq8RkVoRiWd+/vF0awlKrvcJrUW6c/g0gMcBzEZ6UKItqlqfr2JUtVtV92VPAAYAdGbmpz53mE4bvWaApo/Z2R2q2xd0CSWFbdWO2dkxO3eYtR2zswtXdvk7CprjkdD5APYBeDeA2DjL7wDwfgC3A7gKQBuAJ0TkrKx1vgNgK4A/yExbAXzz9DsSWQDgCaQHhr0q81p/C+B9WetcC+B7SN9RZHPm5w9E5Opp1hKInO/xqaotAD5cwFqcSviukxsc9l4H1xcbOf3v7v64Z1l5ubfvXuW7RvTUQu81nyvmeq/Bm5/wxu6vJeWbV/91dFmz/n559s5z8SVrQTZRys7fRvztbch3DejQsPd6av91nLMqvOsnfdcsr774UvDbInei1FZdK9Xspvo+N5c/wko1uyAwa7tSzm6m+3nYsnN5Fq2q/gTAT9KvKw956xAB8B4An1TVH2Ue+3OkO3+vB/BlEbkc6Y7n76nqM5l1/hLAr0Tkssy4OG8AMBfAn6tqDMA+EVkH4H0i8tnMgbn3APi5qn4i8/KfEJEXZh5/XS61FCCenOV6Oi5EZK6IPF9EXiUir86eClmgqr5gqkGJaHwFG4WsBDA7u+bGE0GXUFLYVu2YnR2zc4dZ2zE7O2ZndhGAFUifOQoAyHQifwng+ZmHrgXQj/QZpqOeQvrsz+x1fpV57qjHAJwH4MKsdR6H12NZ28illsDkdCRURF4M4N+Rvk+onwIoH+dxCtiys5cHXUJoMTu7pcvOCbqEksK2asfs7JidO8zajtnZhS27PA8otExEsofp/oqqfiXH567I/Gz1Pd4KYGXWOu3ZlxmqqopIW9bzVwA4Oc42Rpcdzfwc73WytzFVLYHJ9UjovQAeBXC+qpb5JnZAi1Rvb3fQJYQWs7Pr6+0JuoSSwrZqx+zsmJ07zNqO2dmVeHYdqro9a8q1A0rTkOs1oRcCeIWqNhWwFsqzqqrZQZcQWszOrqqKd1JyiW3VjtnZMTt3mLUds7MLVXbi9prQKbRkfi4HkH1O8/KsZS0AzhYRGT0amrl+8xzfOv7D0cuzlk22TotvvclqmZDxksv/9Z1CPKFcO6FPAbgMQN5Gwg2a+oZOGfEN1hLLGpylv997Zxj/If/OKm+Mbf3eHXfVghHP/OKEd+CiRNI30It6D1CnfBeXl2WNTFQ8+xwVK//YBElfexuMewfO6op727t/YKLZld72WVnub69nBtfyD6o12UBaRFQYHFieKPq4nxeNo0h38G4C8DsAEJHZAK5HenRbAHgG6RF2r8WZ60KvBTAva/4ZAPeIyGxVHco8dhOAJgANWevcBOBfsl7/pqxt5FLLZH6YwzrZFMClAI7ksnKundAvAfi0iJwHoAaAp1elqrw7fRGKx4emXonGxezshpmdU2yrdszOjtm5w6ztmJ1dmLITuP1SW0TmA1iTmS0DsFpENiN9S8njIvJ5AP8gInUADgL4ENIDEX0HAFT1gIj8FOmRcm/LbOfLAP4nMzIuMut+GMBDInIXgLUA/h7AR7OuJb0XwC9F5O8B/BeAPwbwQgC/l3kdnaqWHKxQ1bYcc+nLcZsAcu+EjvaExzsnmgMTFakFCxZNvRKNi9nZzT9rYdAllBS2VTtmZ8fs3GHWdszOjtlNajuAn2fNfzQzPQzgVgCfAjAHwAMAFgN4FsDNqprdSXs9gPuRHs0WAB4BcPpuIKraIyI3ZbaxA0AXgM8A+GzWOk+LyJ8BuAvAx5A+Y/UWVX0263VyqWUiD2P8+6BO5FsAenNdOddO6EXTKICKREd7K85asCDoMkKJ2dl1nmrD/LOYnStsq3bMzo7ZucOs7ZidXdiyc3yf0CcxyRVxmSOVH8lME63TBeCNU7xODYAbpljnh5jktNlcapnkuW+Z5vrvmM76OXVCVfXYdDZKxWHl+auDLiG0mJ3divNWBV1CSWFbtWN2dszOHWZtx+zsmB0VWq63aIGIvFRE/kdEakVkVeaxt4nIiwpX3vRI9iT+SbyT7z9VeKZEMnV6GhpKeKb+/rhn6u7zTh39I56pZ9g7xUeSnmkkqZ4pmfJO/tpU9fQ0mSP1B13EHklRyk5903BSPVNXfNgztQ4Oeaae+LBnGhpJeabsfSWRTOHYkcNIqiKZ1U5zaa9kE6W26hqzG18u+y2zc4dZ2zG7iU21n4ctuzF/589goomJyNX52lZOnVAReQOA7wM4hPSpuZWZReUA7shXMZRf69ZvDLqE0GJ2dhdftj7oEkoK26ods7Njdu4waztmZ8fsaAI/yNeGcj0SegeAt6vqewFk38/hNwA256sYyq+9u3cGXUJoMTu75/btDrqEksK2asfs7JidO8zajtnZhS27sWdA2qdSJyLfn2D6AYAl+XqdXAcmuhTpe9H49QMIz1XLJWbTlm1BlxBazM7usiu2BF1CSWFbtWN2dszOHWZtx+zsmF1JezGANyHdz8smmGKgpOnI9UhoE9L3p/G7AenhgKkIhe1brGLC7Ox4JNQttlU7ZmfH7Nxh1nbMzi5U2Y039guvCZ2JJwH0qeovfNOTAPbm60VyPRL6FQD3icjbMvOrROR6pO8985F8FZNPZb5GVOZrUxW+Byp989mNMJlMeZbF40nPfH//sGe+Z9A73zWY8MwPzPfOL0xWeuaTKe8F4qkxF4yfqc2/KPtt81ssuyhl528/Iwlve+6IxT3zDV3e+TkV3tsAL6ya5ZmfXen9LmvN+s2n27CvKaNskvZKNlFqq66VanZTjRHm3y/9g5aISMlmFwRmbVfK2c10Py/l7Eqdqr56kmU35et1cjoSqqqfAvAfAJ4AMA/pG7R+CcCXVPWBfBVD+VVbUx10CaHF7OyOPLcv6BJKCtuqHbOzY3buMGs7ZmcXpuzGvysGrwnNFxFZUYjt5nokFKp6p4h8AsB6pDuvtarqP1eYisjayzcEXUJoMTu7Cy5ZF3QJJYVt1Y7Z2TE7d5i1HbOzY3aU5XEAm/K90ZzvEwoAqjqoqjtU9bfsgBa/hiOHgy4htJidXdOJo0GXUFLYVu2YnR2zc4dZ2zE7u3Bll7/rQXlN6LgKEsq0OqEULueuPD/oEkKL2dktW35e0CWUFLZVO2Znx+zcYdZ2zM6O2VGWKa4wtsn5dNyiJ97BhPxfZJT7Bh6qKvcOtjKvytsfr8oabKXM99xk0jswUTzuHWioLzbime+M+QYmGvHOD/sGikkk/QMTYcJ5/4BL2ReWd3a0Y968+aDp6zzVEdrs/IML+AcniPva24ke70BaDR0xz/xZVd59ZdmcKs/83Fne5QO9HaiomgsAmFXhq6UwX6aVtDC31aBFNbup/h8w8VB3468/3gAmnR3tmDt3Ho8aOBDVdupClLMr9H4+uo+nlxX/fh6CEsmHR0IjbO78s4IuIbSi+qHlwuy5zM4ltlU7ZmfHzxd32E7tmJ0d93EqtOgcCaUxEiMjU69E40okmJ1Vktk5xbZqx+zs+PniDtupHbOzC9s+HoajtSGWnHqV6WMnNMJSyYK0mZLgvzcs5S6VYnYusa3aMTs7fr64w3Zqx+zsQrWP89YqBaWqWwqxXZ6OG2Fz5s4NuoTQYnZ2s2bPCbqEksK2asfs7JidO8zajtnZMTsqtMgcCRV4L7ou830l4h+YaHaFt/+9aLY3igVzZp3+95w5lZ5lMd9AQ/5v2mLD3uW9Q95vk/pHvPMjvoGIEr6RiJIp/8XnZ+b9A71kz3V3d2HR4iWg6evp6sSiRYuDLiMvUr7RB+K+9neiK+6ZP97uvfvSWb72f/4C7/qLZ8/yzMf6ulA1d0H6tSu9+5mWTT6QAk+nmb4otVXXSiW7qYY1tAxg0t3dhYUlkF0xKJV2WgillF2+9/Mw7eMC/v3ggohUATgPwBwA7araPpPt8UhohC1ffm7QJYTWOSt4mxGrhUvPCbqEksK2asfs7Pj54g7bqR2zs+M+TgAgImeJyDtE5JcAegAcBrAPQIuIHBeRr4rIVZZtsxMaYSeOHQ26hNBidnanmk8EXUJJYVu1Y3Z2zM4dZm3H7OzClp2I5G2iNBF5H4AGAH8B4AkArwSwGcBaANcC+AjSZVrcWQAAIABJREFUZ9U+ISI/FZFLp7P9yJyOS2NdsnZd0CWE1hpmZ7bigjVBl1BS2FbtmJ0dP1/cYTu1Y3Z23McJwDUAblTVfRMs/y2AfxORvwLwVgA3AjiU68Z5JDTCamuqgy4htPbX7Am6hNA6cXh/0CWUFLZVO2Znx88Xd9hO7ZidXdj2cZH8TZSmqn8KYEUO68VV9UFV/dfpbD9SR0KzG45vHCJUlHv721WV5Z75xbO9g68sW1B1+t8LF872LBsa8g48pL6ruZO+gYYGh70DwQyMeJ8/nPAObJTwDXTkH1gme9b/2tkhXHFlQUZULgkbr9wadAl5k/INbBVLeNtjU9egd76pzzO/cJ534KHmpd79YcVcb3teedGG02167KBaORZNOYtSW3WtVLMb87nhJxMPeDdq9PPFvy2eypZ/pdpO86GUs5vpfp79NyT385L2uIg0APgagIdUtTFfG+aR0Air2bMr6BJCa++enUGXEFqNhyc6a4MKgW3VjtnZ8fPFHbZTO2ZnF7Z9nNeEFswGAP8B4HYADSLyqIj8sYiUT/G8KbETGmEbN5fuN4AztWnztqBLCK2Va64IuoSSwrZqx+zs+PniDtupHbOz4z5OAKCqB1T1AwDOB3AL0nf7+T6ARhG5R0Qus26bndAI21e9O+gSQqumOlzfABaTpnoeCXWJbdWO2dnx88UdtlM7ZmcXqn08j9eD8kDo+FQ1oar/oaovA3ABgPsAvBpAbeb2LdPGTmiErd94ZdAlhNaGjZuDLiG0zr14fdAllBS2VTtmZ8fPF3fYTu2YnR33cZqIqjYBeBDpjmg3gOss24nUwETZynxfZVT4RiqqqvD2vxfP9g6+smrhmfm2xXM8y4Z9Aw35Byoq871W0jfQ0NCI9wLvoaR3e/7BXPwDy3gHKvK+VvaiwwfrcNnlG0DTd/hgHdauC2dnyj8Wga/5oG/Y217bO70DE3W0dHrmmxd5ByJqXH6WZ/6CRcOe+bLjJ7BkZfo2LYlJ2y6g6hsYgd9ATluY22rQopqd//8BUw5QMub5Ew94l14hnd2ll63nPutAVNupC1HOrtD7+eg+Ps6ioiPgtZyuiMiLkb5v6KsADAH4dwDTGhV3VGQ7oQSsWn1R0CWE1qoLmJ3VgrPPD7qEksK2asfs7Pj54g7bqR2zs+M+TqNEZDWAtwC4FelTcX8B4DYAP1TVIet2eTpuhLW1NgddQmi1tTQFXUJoDXS3B11CSWFbtWN2dvx8cYft1I7Z2YVtH+c1oYUhIv8H4AiAvwTwXQBrVfWFqvqtmXRAAR4JjbSFixYHXUJoLVy8JOgSQqtq3oKgSygpbKt2zM6Ony/usJ3aMTs77uOUMYD0AESPqmpyqpWng0dCIywWG5x6JRpXbJDZWSXiM/pijKaJbdWO2dnx88UdtlM7ZmcXtn28TCRvE52hqq9U1Ufy3QEFInYkNPui5DJf97qi3DcwUaV3hYVVlZ75VQvPDMZyatA7kMtIwjvQUPeAd2CWWb5Bj8YMVOQbrMU/eIt/eXLMxefj/xuAZ5yisrIZ30e2ZJWXR+f7Gf9gQIMJb3vu6op55mNtrZ759qULPfPNPd5OZkfMO3DRObOB+Ej6/1UjSf9ARN7a/M3XP1ACBxqYWpTaqmulmt1U45eMGYdonAFMysrKofAPjUeFUKrtNB9KObuZ7uej+zjA/ZzSROSlAP4awMUAXqKqJ0TkbQCOqurPpru9oto7ReSDIvI7EekVkXYR+bGIXBF0XWFVWVk59Uo0rooKZmdVVh6p77aKHtuqHbOzq+DnizNsp3bMzi5s+zivCS0sEXkDgO8DOATgIgCjDaQcwB2WbRZVJxTAC5C+78zzAfw+gASA/xMRntRvMNDfF3QJoTUw0B90CaGViIfrFJ6wY1u1Y3Z2/Hxxh+3UjtnZcR8nnzsAvF1V34t0/2zUbwCYbshbVIcsVPUl2fMi8iYAPUjfBPXHgRQVYouXLgu6hNBawuzMquYvCrqEksK2asfs7JidO8zajtnZhSm79BFMHsIssEsBPDPO4/0ATCNSFtuRUL+zkK6xK+hCwqilqTHoEkKrufFk0CWE1mB3W9AllBS2VTtmZ8fPF3fYTu2YnV3Y9vEyyd9E42oCsHacx28AUG/ZYLF3Qu8FsAfj97whIreJyA4R2dHa0ozuzlNob21Ba3Mj+nq60HjsCIaHYjhy8ADKoag/sBcVZYL62mpUVZShqX4fZpUD7ScOoRIJDHc3oWxkAMn+DixODmAJ4lgU78LaRcAVVV1Ys6QSmyracfHZ83Dzkp7TP1cumYuXLI/hoiVVuPGcYVy4QLB50QjWLUxh3cIULqkawDlVSVxe1YtFVcDZQ82oLBesGDyBynLBSMtBKBQjbfVIpRLoajqK4dggetsbEevrQndHKzrbmtDf24W2xgYMDcVw9HAdUqkUamt2QwHs37sLCmDf3t1IplI49Fwtzjn3PDQcrUd3VyeaG0+itaUZnac6cOJ4AwYG+nH4YB0SiQRqa6oBAHt37/T8rKutwXA8jqP1h9DX24vGk8fR0d6GjvY2NJ48jr7eXhytP4TheBx1tTXjbqO2phqJRAKHD9ZhYKAfJ443oPNUB9pam9Hc1Iju7i4cO1qPWCyGg3W1SKVSqKneld7GnvQ2aqp3IZVK4WBdLWKxGI4drUd3dxeamxrR1lqY93Te+atC+56aTh7HqfY2nGpvQ9PJ4+jv60PjsSOIx+NoOHQAQ4kkytrrT/8c6B/Cy1cNIREbwo3nDGGFdOFFF6aw7qwBbFsWx7p5g1iGfjxvySAq4v24FO3o7I3hyvJWnOodQlVHA9r7E6g6dQztfSMYGRnBwOAgulpPoLe7Cx2tTehsb0FPZwcaTxxD/0A/jtY/h+GRERzYVw1Vxb49O6GqqNkz+p72YTgexz13fxzXbN+Cq7ZuQkum/RZLzsWyP5SXl0fuPbn6PQ0PD0fuPY3+nmqqd3p+1u3fi0QigSOHn8PAQD8aTxxDV+cptLelPzN7u7tw4tgRDMViOPzcASSTKezfuxuq6c8XAKjduxupVAqH6mpx9opzcfxoPbq70u+ptaUFnadO4cSxo+jv78Phg3UYGRnJ6T09cP+9uGrrJjxv22bu5+O8pxXnrozce+JnefHv5yOJEcQGB/O2n4++JwqtrwC4T0Suy8yvEpE/B/ApAF+0bFDGjHpXJETkswD+DMDvqeqRqdbfum27/vqZ352e948IOuwb0TY27B1puCfmHTG0oz9++t/1Pd5rCp5r844m2tob98z7R7ddNG+WZ/7SZd7RRNcsnueZP++sOb7ney8On1d15ixq/0i85Vlf4RzYV40NG6/0LOfpCrmpranGel92YZHytb+uwRHP/P8davHM3/nQLs/8qZ1Pe+bnXb7VM79t+4We+esv856ys72yE/PPvRQAcN5ib1tfONfblqsmab+At71ed/V2PPXsDpBXmNtq0KKanf//Af7Pw5R/sNsptjfex0bd/r1Yt2HTmNsZ+Ned7mcO9/OxotpOXYhydoXez0f3cQB53c+vu3o7du7ckdc/RhdecLle98GH87a9/33H1TtVdXveNhgRIvIJAO8FMPrHXRzAp1X1Hy3bK6prQkeJyOeQ7oC+MJcOKI3v8iui+T9eF6L6oeXCaAeU3GBbtWN2dqN/nFLhsZ3aMTs77uPkp6p3Zjqi65E+m7ZWVc2jfxXd6bgici+A1wH4fVWtC7qeMNuXOT2Dpm/0VBKavr5G7rYusa3aMTu7/dW7pl6J8oLt1I7Z2YVtH+ctWtxQ1UFV3aGqv51JBxQosiOhIvIAgDcBeBWALhFZkVnUP9M3WoquuHJb0CWE1qYtzM7qrJXrgi6hpLCt2jE7uw1Xbp16JcoLtlM7ZmfHfZwAQEQeyWU9VX3FdLddVJ1QAO/M/PyZ7/GPAvjIVE/2fHvhOxfef61Zpe9atDmzyj3zC2efuXZtVXLupK+7YLb3uQPD3utP51R6X2t+lXf9yjLvcv+3MP7LdrOv4x17Te+ZJ++r3olNm/k/YIu9u3dG58PL10ZGfBeKJIa910PDd5/PeMx7zfNAzHuNadeg9/ldJ2pRuSI9gFoi6btGxX+RCs1YpNqqY8wubeJPkcxy/7Vlkj5KsuHKrVM+l2aO7dSO2Z0x3f28du+u0x3RYt/PBYAUXVWR8TIAxwA8me8NF1UnVFXZgvKIR0Lt+KFlN9oBJTfYVu2YnR2PkrjDdmrH7Oy4j1PGvyB9luoNAL4O4CHV/8/encfXWdd5/39/ku4tpYXupdCN7nuKpWwK3nX0N/fco7izqqPouCDiLcs9o6KIIyirgILjAHZEUHQcXIFxQBA7aEubpk1Dt3RPmqZtuiRp2uR8fn+cK+WcK6dZPrnO9zrf67yfPK5HmnOuXPmeV79Xw5XrnOtoJO99VHCvCaXovLFhXdxD8Fb75c+p51r3Vcc9hKLCuWrHdnYb+fPFGc5TO7az820f5/uE5oeq3gxgAtJXxV0MYJOI/E5E3icifTv/6s7xIDTBJk3mVUqtJk/h2Tyr0jPOinsIRYVz1Y7t7CZO4c8XVzhP7djOjvs4tVPVNlV9VlXfDWASgBcBfAPAbhEZYt0uD0ITbM9uvimwFd9Q2a7tcF3cQygqnKt2bGdXs2tn3EMoGpyndmxn59U+LgKJcKFODQYwDMAQAEfR8SXD3VZQrwmNUviNdcOvNu1bmn38PaBvdsO2AW+mCb8BcGlo20P6ZmdsOpF9oZbwhB7aL3v9gX2yL1TU1ZsCd9eIkaNtX0het+vqX4PwRbpK+2bPP/Tpl/VpSejCWW1t2RfeOtaa/XnbgKFoa2tL/7nDm2mj089LclwAhTrn81yNW7G06+zidkDHn1HduQjJmSNH9X5g1C3FMk/zoZjaRb2fcx+ndiIyEMAHAPwD0k/J/Q8A16pq+EKyPcIzoQl2+FBD3EPw1uHDbGfW0hj3CIoK56od29kdOXwo7iEUDc5TO7az820f5/uE5oeI/ABALYDPAfgJgHGqemVvD0CBBJ8JJaB//wFxD8FbbNcLpb16nTr1EOeqHdvZ9evfP+4hFA3OUzu2s+M+ToF/ALADQA2AdwF4V66nLCfhfUKJiIiIiIi6RdDxpWwUmR+hF6/77AwPQhOspeVY3EPwFtv1QtuJuEdQVDhX7djO7nhLS9xDKBqcp3ZsZ8d9nABAVT+Sr20n5iBUEH7RdfZBe0n4Yiyhr+/XJ/vlseELpmR9bWhbg0IXdmk60Za9rdBYBpRmrz8w9PV9Q2PpeKGi7v22Z+jpw7q1HnU0dKi/7TrMjtB8CV8I6/Rhg7M+P3DmhKzPB502KOvzAQOyn24b3h+0/yC073/hi3qFL5QQ/jz3JVCoMz7P1bgVS7vwjwzp4X6Way89bejpudflxcUiVyzzNB+KqV3U+/mp9nGgMPfzQhgD9QwvTJRg9fv2xj0Eb7FdLzT5dTED33Gu2rGd3f59fCsmVzhP7djOjvs45VtizoRSR+PGnx33ELw1/iy2MzttRNwjKCqcq3ZsZzf2rAldr0SR4Dy1Yzs73/Zxvr+nf3gmNMGqt26Kewje2rplY9xD8FfDnrhHUFQ4V+3Yzm7bFv58cYXz1I7t7LiPU77xTGiCTZ85J+4heGvGrLlxD8FfZ54T9wiKCueqHdvZTePPF2c4T+3Yzs6nfZzv7+mnojkIDc/N0LVU0Cd0w4CMiwOF1w1fiCV8UaNBbdlZU6nOL5LUt7Tz7fUpDV+YKPPPp97r1pWvwrwFZae8n05t7epVmLcwGe1C0wen98u+sNCE8UOzPj98aFLW56PHZF+cYMzwgVmfnzkoe76X7tuKPmPOBcCnx7iQpLnqWrG2i2KvXF/+OmbPXxTBlqgrxTpPo1DM7Xq7n3Mfp3YiMgzAhQAOAlihGVeVFJHBAL6oql/v6Xb5dNwEmzO/OP/hjUKx/tCKQvsBKLnBuWrHdnb8n1N3OE/t2M7Ot328RCSypSsiUioit4tItYgcCz5+Q0T6ZKwjInKbiOwRkWYReUlEZoe2M1xElovIoWBZHhzwZa4zV0T+GGxjt4h8RUK/4ReR94pIpYi0BB/f08ucmdueDWADgP8E8CcAfxWRzKe8DQHwVcu2eRCaYOvKV8U9BG+tXc12Vq21fB2JS5yrdmxnt7789biHUDQ4T+3Yzs63fVwiXLrhZgCfAXA9gBkAPh98fmvGOjcB+CKAzwE4D0AdgBdE5LSMdZ4EsAjAO4NlEYDlJx+TyFAALwDYG2zj8wC+BODGjHWWAngawI8BLAg+/kxElnTvoXTpXwCsAHA6gPEAtgJ4VUR6fcahaJ6OW4x4JtSOvz2145lQtzhX7djOzrezJD7jPLVjOzvu4526AMCvVPVXwefbRORZAEuA9FlQADcA+Jaq/jy47VqkD0SvAPCIiMxE+sDzIlVdEazzSQCviMh0VX0DwJUABgG4VlWbAawTkRkAbhSRe4Knxd4A4EVVvSMYyx0icmlw+4cjeKznA7hUVRsBNAL4gIjcA+Cl4PuY35ePZ0ITbMO68riH4K3KCrazaq3bGvcQigrnqh3b2VWtXxv3EIoG56kd29n5to+LSGRLN/wJwKXBASFEZBaAywD8Nrh/EoAxAJ5v/4LgIPJlpA9gAWApgKMA/pyx3VeRPtDLXOeV4GvbPQdgHICJGes8j2zPZWyjt/oDyLq4jareCOCnAF4CMNO64cSeCe04iUIXBwqfcA8djmd+fXhTXV2YqK0tlfV56LpEHYS3F74QUd/S7O1nrh++aFLmp9NmzAbZTJuZnHZ9QvNnxMD+WZ8vmjQ86/N+fUuzPh85dEDW55NHZF+YaOLw7PvPHHIuSkrT2whfdCt8US5euKj3kjRXXUtqu/BuJR2eYNbFD6VumDp9Vre+N/VeUuepC0lul+/9/FT7eK7vnUAjRGRlxuePquqjGZ/fCeA0AJUi0ob08dQdqvpwcP+Y4OPe0Hb3Iv2U1vZ19mVe5EdVVUTqMr5+DIBdObbRfl918DHX9xmDaLwBYDGAyswbVfULIlKC9GtFTXgmNMG2V2+Jewje2rZ1c9xD8FbT/p1xD6GocK7asZ3djm38+eIK56kd29n5tI8L0idloloA1Kvq4ozl0dC3/CCAa5B+au2i4M+fFpF/cPm4HfkPnOJpvar6eQD/DuPFmHkQmmBjxo3veiXKaez4s+IegrcGnD4q7iEUFc5VO7azGzOWP19c4Ty1Yzs77uOd+jaA76jqU6paoarLAdyDNy9MVBt8HB36utEZ99UCGJl5pdvgz6NC6+TaBrqxTi0ioKr/oqrv6uT+z6iq6XiSB6EJdnB/fdxD8NYBtjM73tgQ9xCKCueqHdvZHTywP+4hFA3OUzu2s/NqH4/w9aDdfJnQIABtodva8OZxVTXSB4HL3hyiDABwMd58DegKpN/eZGnGNpYCGBxa5+Lga9stA7AHwLaMdZYh2zJkv9a0IPEgNMEGDzmt65Uop8GDh8Q9BG/16T8o7iEUFc5VO7azG8R2znCe2rGdHffxTv0KwC0i8rciMjF4X84bkX7qKoLXed4H4GYRuVxE5gB4HOkLET0ZrLMBwO+RvlLu0uCtVh4B8OvgyrgI1m0C8LiIzBGRywHcAuCejNeS3g/gMhG5RURmiMitAC4Nvn/eicgGEWm1fG1iL0wU1tMLFWWuXiKhCwOFrjQUuo4LUqns9cMvDc94DXKw/VN/b6DjhYsyPw8/rsxPW1tP8MIvRq2tJ+Iegln4r7xPaP4MG9w36/OLz86+MNHkM7IvNHRa/+x/Js7o3y/r89P7Z2+v5FgDhgxK3zawX/bOER5Lhwtrcbr2mM9zNW7F0q7DbhXBjtbW2po+a9DrLVFXimWe5kMxtYt6P2/fx3NuuwA5/v+HzwG4HcDDSD99tgbADwB8PWOduwAMBPAQgOEAXgPwDlU9krHOFQC+i/TVbAHgWQCfbb9TVQ+JyLJgGysBHARwN9JP/W1f588i8iEA3wi+/xYAH1TV16J6sF14CMCZli8smoPQYpRqCz9TgLorfIVj6j5Ncd65xLlqx3Z2bdzPneE8tWM7O+7jpxYcSN4QLKdaRwHcFiynWucggKu6+F4VAC7pYp1nADzT2Tr5oqoPWr+WB6EJNnAQnxZpxXZ2ffoP7Holigznqh3b2Q0cyHaucJ7asZ2db/s4n/nnH74mNMEaGg7GPQRvHTp4IO4heOtY46G4h1BUOFft2M7uEH++OMN5asd2dtzHqZ2InCUid4jIi8FrQDcEf/6GiEywbpdnQhNs9OixcQ/BW6PGjIt7CN4aMoxv0eIS56od29mN4s8XZzhP7djOzqd9vP19Qil6InIRgN8h/brX5wH8d3DXaADvB3C9iLxLVV/t6baL9iC0swv6ANkXD9LwRYtK5ZTrAgA63N/TsYU/D33/bq67c8c2TJsxq2ffnAAAO7dXe9suPF/6hObj0IHZFxI6d2T2FfDOOj376bR9SrOfMNE3tL2+ofvrdm7CyMnTAQD9+4S/Nvvzjhfl4k+RnvJ5rsYtqe26uhBfFHvZ7h3VODdHO+7D0UvqPHUhye3yvZ+fah/P/b0pwe4D8JiqXp/rThG5P1jnvJ5uuGgPQovB1Gkz4h6Ct9jO7qyJ58Y9hKLCuWrHdnZT2M4ZzlM7trPzbR/ngXHezAZwZSf3fw/AdZYN8zWhCba+Yk3cQ/AW29lVv7Eu7iEUFc5VO7azq6woj3sIRYPz1I7t7LiPU6AGwIWd3H9hsE6P8Uxogs2dvyjuIXiL7ewmz5wX9xCKCueqHdvZzZm/MO4hFA3OUzu2s/NtH+d50Lz5DoDvi8hbALwAYG9w+2gAywB8BJ28VU1neCY0wdauWRX3ELzFdnZbNvC3py5xrtqxnV3FmtfjHkLR4Dy1Yzs77uMEAKr6MICrASwA8BSAl4PlqeC2a1T1+5Zt80zoKWQ+t7zrp5l3caGiCMfSE/MWlEU6jmKSpHaloUvGDe5fmvV5+OJBbaH52/HiQdnbD8/OEQvLMtbNvjd89Tq+hqP3kjRXXSuWdvnYz+YtLI52haBY5mk+FFO7qPdzn/ZxkY7/r0LRUdWnATwtIn0BjAhurlfVE73ZLs+EJlhFOX+LZcV2dpVrV8c9hKLCuWrHdnZs5w5b27GdHduRiEzK/FxVT6hqTbCcCK0rPX3PUB6EJtjsuQviHoK32M5uxpz5cQ+hqHCu2rGdHdu5w9Z2bGfnWzuR6BY6aYWI/FBElp5qBREZLiL/CKASwN/3ZOM8CE2wzRur4h6Ct9jObuumN+IeQlHhXLVjOzu2c4et7djOzrd2IhLZQifNAHAAwG9EpF5EnhORx0TkeyLylIisBVAH4CoAN6jqgz3ZOA9CE2zCOZO6XolyYju7s86eGPcQigrnqh3b2bGdO2xtx3Z2bEeq2qCqXwIwHsCnAGwAMAzAJACtAJ4AsFBVL1TV53q6fV6YKA8K5bcodbV7cM6kKXEPw0tJaheej31Kw59H+/1qd9Umpp0PkjRXXWM7O7Zzh63t2M7Ot3YF8r/eiaSqzQCeCZbIOD0TKiKXiMizIrJbRFREPhK6X0TkNhFpEJFUsKwXkYtdjjMpTh9+RtxD8Bbb2bGdW+xtx3Z2bOcOW9uxnR3bUb65fjruEADrAHweQHOO+28CcHOw3tcAPAfgHAC/E5GzXQ0yKZqbmuIegrfYzo7t3GJvO7azYzt32NqO7ex8aicQlEh0C7nh9CBUVX+rqv9PVZ8BkMq8T9LPGbwBQD2Ax1T1awAuB6AAGgH8o8uxJkFpKV/ya8V2dmznFnvbsZ0d27nD1nZsZ8d2lG+F9JrQSQDGAGgD8DyQfg6yiLwMYAqAC2Icm5f69Okb9xC8xXZ2bOcWe9uxnR3bucPWdmxn51U7vrWKlwrpIHRM8LEUwN6M2/cCmJZx/0kishzps6UYNGgQlpQtgEKhCpSUlKCtrRV9+/bF8Zbj6D9gAJqbmzBo4CA0ZXwcOHAQWo4dQ7/+/XDixAmUlvZBKpVKv1cQBKlUCqV9+uDEiePo378/jjUfw8CBA9HU1IRBgwad/Nh8rBn9+w/AiePH0adPH7Sl2iCS/i2SagqlJaVobW1F33790NJyDAMH5NhGczMGDByAlpYW9O3bD22trSgpKTE/Jkk/iEQ9Jld/TxAglUol6jG5+ntqamrEwIEDI3lMe2tr0dBwEAqgRIT7eI7HdKz5GPr175+ox+Tq76m5qRGDBw9J1GPy8efLoUMNqN+/H5L+uc79nD/L+bO8AP6eovxZnvmYavbssR8pUKIU0kFoj6nq1QCuBoCyssX66msrYx5RYanfV4cRI0fFPQwvsZ1dvtpduGQxuI93xLlqx3Z23M/d4Ty1Yzu7fO7j+VAo70yRFCIyEMAZqro7dPtsVV0fxfcopCd81wYf2wCMzrh9dHBbbYevICIiIiIiokiIyPsAbALwGxFZKyJLMu5eHtX3KaSD0GqkDzRrACwDABEZAOBiAMMB/Dm+ofmppeVY3EPwFtvZsZ1b7G3HdnZs5w5b27GdnW/tSiJcCP8MoExVFwD4KIAfisgVwX2RnXJ2+nRcERkCYGrwaQmAs0VkAYADqrpDRO4D8FUAHxWRXQDOD9YbDOD7LseaBEOHDot7CN5iOzu2c4u97djOju3cYWs7trNju6LWV1X3AoCqrhKRSwD8h4hMRfpdSyLh+oB/MYDVwTIQ6fcCXQ3g68H9dwVLU3DfOwFsB/D/qep2x2P1Xv2+vV2vRDmxnR3bucXedmxnx3busLUd29n51K79omZRLYQ6EZnX/omqHkD6WaozAcw75Vf1kNMzoar6Ejo5jauqCuC2YKFeGn/W2XEPwVtsZ8d2brG3HdvZsZ07bG3HdnZsV9SuBtCaeYOqHgfwYRF5MKpvwqc+J9jWLRvjHoK32M6O7dxibzu2s2M7d9jaju3sfGtXItEtxU4jMwsnAAAgAElEQVRVd6lqzgvCquqrUX0fHoQm2IxZc+MegrfYzo7t3GJvO7azYzt32NqO7ezYjtqJyJh8bJcHoQm2dvWquIfgLbazYzu32NuO7ezYzh22tmM7O9/a8UxoXj2fj43yIDTB5i0si3sI3mI7O7Zzi73t2M6O7dxhazu2s2M7ypCXQ3MehCaYb7/FKiRsZ8d2brG3HdvZsZ07bG3HdnY+tRPh1XHzLLK3ZcnEg9AE42+x7NjOju3cYm87trNjO3fY2o7t7NiO8o0HoQlWWVEe9xC8xXZ2bOcWe9uxnR3bucPWdmxn51s7vibUP07fJ5TcmjZzdtxD8Bbb2bGdW+xtx3Z2bOcOW9uxnZ1v7fgs2rxqy8dGeSY0wbZt3Rz3ELzFdnZs5xZ727GdHdu5w9Z2bGfHdtROVRfmY7s8CE2wsePPinsI3iqmdsufeBwD+wru/s5dWbdPmXgWXv7jS93axvSpEzH8tIEYMWwIzn/LYowYNgQ3XP/ZPIyWwopprkatmNpFtZ8PHdQP9fX1We3OX7wQA/sKtm/bFuGIqV0xzdOoFVO73u7jI4YNObkM6leC88oWnvz8J0/+OE+jjoYAKBGJbKHcRGS0iFwuIp8SkU9nLpbt8SA0wQ7sr497CN4qtnZnnHEG7v3OXThy5Ih5Gz//5a9Q33AUq9euQ33DUdz3wIMRjpBOpdjmapSKrV0U+/nESZPw06d+crLduooKNDU3RTVEyqHY5mmUiq1db/bx+oajJ5cJZ5+N7z36g5Off/iKK/MwWvKJiFwFYDuAnwC4DcCXM5Z/tmyTB6EJNnjwkLiH4K0ktvv2Xd/CrOlTMHL4aVg4bxb+85f/cfK+6TNmYsn5S/HAfffk/NpPfOwjuO0rb/4b8/IfX8KUibl/w5zEdoWMve2S2C7f+/kVV16NH//7j062+/flT+DKq67JWucdb38bHvvhv578fPkTj+Oyt17U68dWrJI4T11JYjtXP8sHDBgIAPjrX/6Ct160FGNGDMOkCWNxw/WfxfHjxwEA27dtw8C+gtbW1pNfF97/XSmJcKGc7gBwF4DBqjpGVcdmLOMsG2TrBGttPRH3ELyVxHaTJ0/Bf734CvbuP4T/989fxceuvQo1NTUn7//KbbfjwQfuw4EDB3r1fZLYrpCxt10S2+V7P3/LkvNx5MhhbNhQiba2Nvzsp0/hQ1dcFdXwKYckzlNXktjO1c/yVFv6wLK0tBR3fede7Kqtx0uvrMBLL/4Bj3zv4V5tm7w0FMDjqtra5ZrdxIPQBGtrS8U9BG8lsd173/d+jBs3DiUlJXj/Bz6IqVPPxcq//uXk/fMXLMBl/2sZ7v72nabtf+C978aYEcMwZ9YMjBkxDP/2rz+IaujUiSTOVVeS2C7f+zmQPhv6zM9+ij/81wuYMWMmxo8fH8XQ6RSSOE9dSWI7F/s4ALSlFACwqKwMS84/H3369ME5EyfiHz7+Sbzyyh97te18EIluoZx+DOBvo9wg36IlwQYOGhT3ELyVxHY/Xv4jPHDfPdi+fRsA4OjRo9hfX4/S0tKT63zlq1/HxRe8BdffcGOPt//Tn/8Sl739f6Gh4SCGDRse1bCpC0mcq64ksV2+93MA+PCVV+Ptb7sI9fX1HZ6KS9FL4jx1JYntXOzjANC/f38AwKaNG3Hzl27E66tWoqmpCa2trVi4qKxXj4G8dCOAX4rI2wFUAMh6moGqfr2nG+SZ0AQ7dLB3T8UoZklrt337dnz6U5/APfc/iN1796O2vgGzZ8+BqmatN33GDPz9uy/Hnf9yR9btgwcPRlPTmxcfqa2tPeX3Slq7Qsfedklr52o/P+ecczBu3Dg897vf4u/fc3mH+ztsZ++p/72griVtnrqUtHYuf5Y3Bhc3uv6z/4hp02egYsMm1B04jK/d/s2T32/Q4MEAkLXNvTHs7xLhlXF5ddxT+iSAdwK4AMB7ALw/Y3mfZYM8CE2wUWNMrxMmJK9dU2MjRAQjR44EAPzo8cewfv26nOv+05e/iuVPPIZDDQ0nb5s3fwGe+/1vceDAAdTW1uLBB+475fdKWrtCx952SWvncj///qP/ht89/98YHPxPaKZ58xfgP3/5CzQ1NWHL5s144rEf9vKRFbekzVOXktbO5T4+7IwzAQBHjhzB0KFDMWTIELxRVYUfPPq9k+uMHDkS48aPx09+/O9oa2vDE4/9G7Zu2RLFQ6XC82UAX1TVUao6R1XnZizzLBvkQWiC7dxeHfcQvJW0djNnzcLnv/BFvO3ipThn/GisW1eBpRdcmHPdiZMm4Yorr0ZjY+PJ26646mrMnTcfM6ZOxN+96x143/s/2OHr3vvuv8OIYUMwfvSZGDFsCD7wvvfk7fHQm5I2V11KWjsX+3m7PqWCssWLc973uc9/Af369cM540fj4x+7Fh/6MN/eoTeSNk9dSlo7l/v4vuCM5rfu+g6efupJjBx+Gj79qU90+JqHv/8D3HvPtzF+9JmorFyP85deEMEj7Tm+JjTvSgE8G+UGJXwK31dlZYv11ddWxj2MgpJKpVBSwt8zWLCdXb7aXbhkMbiPd8S5asd2dtzP3eE8tWM7u3zu46tWrYz0UG/ctLn68e/+IrLt3f7OaatUNfdv2YqUiHwHwGHLaz9PhXtmgq2vWBP3ELzFdnZs5xZ727GdHdu5w9Z2bGfnW7sSiW6hnAYBuFFEXhWR74nIA5mLZYO8Om6CzZ2/KO4heIvt7NjOLfa2Yzs7tnOHre3Yzo7tKGQmgNXBn2eE7jM9rZZnQhNs7ZpVcQ/BW2xnx3Zusbcd29mxnTtsbcd2dj61E4BXx80zVb20k+UyyzZ5EJpg8xbwfZys2M6O7dxibzu2s2M7d9jaju3s2I7yjQehCVZR/nrcQ/AW29mxnVvsbcd2dmznDlvbsZ2db+14ddz8EpE7RORTOW7/lIjcbtkmD0ITbPbcBXEPwVtsZ8d2brG3HdvZsZ07bG3HdnZsRyFX483XhGZaBeAaywZ5EJpgmzdWxT0Eb7GdHdu5xd52bGfHdu6wtR3b2XnVLsIr4/LquKc0CsC+HLfvBzDaskEehCbYhHMmxT0Eb7GdHdu5xd52bGfHdu6wtR3b2bEdhewAcHGO2y8BsMuyQR6EJlhd7Z64h+AttrNjO7fY247t7NjOHba2Yzs739pJhP9RTo8AuFdEPiEiU4LlOgB3A3jUskG+T2iCnT78jLiH4C22s2M7t9jbju3s2M4dtrZjOzu2o0yqereIjADwAIB+wc3HAdyvqndZtskzoQnW3NQU9xC8xXZ2bOcWe9uxnR3bucPWdmxn51O79PuE8jWh+aaqtwIYAeD8YBmpqrdYt8czoQlWWsrfMVixnR3bucXedmxnx3busLUd29n51o4Hj26oaiOAv0axLb9mGPVInz594x6Ct9jOju3cYm87trNjO3fY2o7t7NiOROQtIlLag/XLRKTbE4cHoQnW2Hg07iF4i+3s2M4t9rZjOzu2c4et7djOzrd2IhLZ0s3vN1ZEnhCRfSJyTEQqReStGfeLiNwmIntEpFlEXhKR2aFtDBeR5SJyKFiWi8iw0DpzReSPwTZ2i8hXJDRIEXlv8P1bgo/v6UXKTCsA9OTFwS8CmNDdlfl03AQ748wRcQ/BW2xnx3Zusbcd29mxnTtsbcd2dmx3asGB4qsA/gTgb5F+/8zJAOoyVrsJwBcBfATAGwC+AuAFEZmuqkeCdZ4EcDaAdwaf/yuA5QD+Lvg+QwG8AOBlAOcBmAHgMQCNSF+VFiKyFMDTAL4K4BcALgfwMxG5UFVf6+1DBfAvItLdFwj363qVN/FMaILV7Da9bQ+B7XqD7dxibzu2s2M7d9jaju3sfGoXw4WJbgJQo6rXqOpfVLVaVf+gqhuA9FlQADcA+Jaq/lxV1wG4FsBpAK4I1pmJ9MHndaq6QlVXAPgkgP8tItOD73MlgEEArlXVdar6DIA7AdyYcTb0BgAvquodqrpBVe8A8FJwe2+9DGAKgLndXFYAaO7uxnkmNMEmTp4a9xC8xXZ2bOcWe9uxnR3bucPWdmxnx3adejeA34vI0wAuBbAH6bOYD6mqApgEYAyA59u/QFWbReRlABcg/Z6bSwEcBfDnjO2+ivRZzguQPnu6FMArqpp5YPccgNsBTARQHazz3dD4ngPw2d4+SFV9W2+30RmeCU2wjRvWxz0Eb7GdHdu5xd52bGfHdu6wtR3b2XnVTgCJcAEwQkRWZizXhb7jZACfBrAVwN8AuB/AtwB8Jrh/TPBxb+jr9mbcNwbAvuCgFQAQ/LkutE6ubaAb64xBgeOZ0ASbNXd+3EPwFtvZsZ1b7G3HdnZs5w5b27GdXZG3q1fVxZ3cXwJgZfC+mQCwWkTORfog9MG8jy4heCY0wdauXhX3ELzFdnZs5xZ727GdHdu5w9Z2bGfnW7sSkciWbqgBUBm6bQPSFxkCgNrg4+jQOqMz7qsFMDLzSrfBn0eF1sm1DXRjnVoUuII6CBWRUhG5XUSqg8sdV4vIN0SEZ2wN5i0si3sI3mI7O7Zzi73t2M6O7dxhazu2s2O7Tr0KYHrotmkAtgd/rkb6IHBZ+50iMgDAxXjzNaArAAxB+jWd7ZYCGBxa5+Lga9stQ/o1qNsy1lmGbMuQ/VrTglRQB6EAbkb6VPb1SF+G+PPB57d29kWUm2+/xSokbGfHdm6xtx3b2bGdO2xtx3Z2PrWL4eq49wI4X0T+SUSmisj7kT52eQg4+drO+wDcLCKXi8gcAI8jfSGiJ4N1NgD4PYBHRGRp8FYrjwD4taq+EXyfJwE0AXhcROaIyOUAbgFwT8ZrSe8HcJmI3CIiM0TkVqQvlnRfb5q6UGgHoRcA+JWq/kpVt6nqswCeBbAk5nF5ib/FsmM7O7Zzi73t2M6O7dxhazu2s2O7U1PVvyJ9hdwPAFgH4A4AXwbwcMZqdyF9sPoQgJUAxgJ4R8Z7hALpt2spR/pqts8Ff7464/scQvqs5rhgGw8h/f6g92Ss82cAH0L6/UjXArgGwAcjeI/QDkTkXSLyaxGpFJEJwW0fF5G3W7ZXaAehfwJwqYjMAAARmQXgMgC/jXVUnqqqrIh7CN5iOzu2c4u97djOju3cYWs7trPzrV3EV8ftkqr+RlXnq+oAVZ2mqg+Er3Srqrep6thgnbcG7xeauY2DqnqVqg4NlqtUtSG0ToWqXhJsY6yqfi3z+wTrPKOqM1S1n6rOVNVf2EvmJiJXAvgpgE1IvwVN3+CuUqTfN7XHCu0g9E4AywFUisgJAOsBPKGqD+daWUSua798cm1tDQ7sr0fd3hrU7NmNhoaD2F69Bc3NzdhYVYlUKoWK8tcBAGvXpJ9iUFH+OlKpFDZWVaK5uRnbq7egoeEgavbsRt3e9PZ27tiGxsaj2LyxCq2traisKE9vI3iaQvvHqsoKHG9pQfWWTThy+DB279qB+n11qN9Xh927duDI4cOo3rIJx1taTu7Y4W1UVpSjtbUVmzdWobHxKHbu2NarxzRu/ITEPSZXf09nTZiYuMfk6u9JVSN7THd+83acv3ghzls0D9zHcz+mfn37Je4xufp7amttS9xj8vHny0PfvR/nLZqHt5Qt4H7On+X8WV4gf09R/izPfEzkrZsAfEJVvwCgNeP2/wGwwLJBCR1Mx0pEPgTg2wC+hPQB6AKkn+v8JVX9YWdfW1a2WF99bWX+B+mR6i2bMGnKuXEPw0tsZ5evdhcuWQzu4x1xrtqxnR33c3c4T+3Yzi6f+/iqVSu7eb6xe86eMU9v/uGzkW3vsxdNWtXFW7QUHRFpAjBTVbeLyBEA81V1q4hMAbBOVQf2dJuFdtXZbwP4jqo+FXxeISLnIH1hok4PQqmjESPDV2ym7mI7O7Zzi73t2M6O7dxhazu2s2M7CtmD7CsAt7sEwBbLBgvt6biDALSFbmtD4Y3TC4cPN3S9EuXEdnZs5xZ727GdHdu5w9Z2bGfnUzuB+9eEFqFHATwgIhcGn08QkWuRvgDT9ywbLLQzob8CcIuIVCP9dNyFAG4E8KNYR+Wp/v0HdL0S5cR2dmznFnvbsZ0d27nD1nZsZ8d2lElV7xKR0wG8AGAAgBcBtCD9DNaHLNsstIPQzwG4HelLHI8CUAPgBwC+HuegiIiIiIioAHX//T2pF1T1n0TkDgCzkH6WaqWqHrVur6AOQoP3zrkhWKiXWlqOxT0Eb7GdHdu5xd52bGfHdu6wtR3b2bEdZQoOPneq6veRfs/S9ts/BWC8qn65p9vkay0TbOjQYXEPwVtsZ8d2brG3HdvZsZ07bG3Hdna+tSsRiWyhnK4GsDrH7a8DuMayQR6EJlj9vr1xD8FbbGfHdm6xtx3b2bGdO2xtx3Z2PrXjhYmcGAVgX47b6wGYLqXMg9AEG3/W2XEPwVtsZ8d2brG3HdvZsZ07bG3HdnZsRyE7AFyc4/ZLAOyybJAHoQm2dcvGuIfgLbazYzu32NuO7ezYzh22tmM7O9/a8em4efcIgHtF5BMiMiVYrgNwN9Jv39JjBXVhIorWjFlz4x6Ct9jOju3cYm87trNjO3fY2o7t7NiOMqnq3SIyAsADAPoFNx8HcL+q3mXZJs+EJtja1aviHoK32M6O7dxibzu2s2M7d9jaju3sfGvH14Tmn6reCmAEgPODZaSq3mLdHs+EJti8hWVxD8FbbGfHdm6xtx3b2bGdO2xtx3Z2bEe5qGojgL9GsS2eCU0w336LVUjYzo7t3GJvO7azYzt32NqO7ex8aidIH9BEtVBuIvJBEXlURH4pIs9mLpbt8UxogvG3WHZsZ8d2brG3HdvZsZ07bG3HdnZsR5lE5NsAbgDwIoA9ALS32+QBf4JVVpTHPQRvsZ0d27nF3nZsZ8d27rC1HdvZedVOABGJbKGcrgHwYVV9h6p+RFU/mrlYNsiD0ASbNnN23EPwFtvZsZ1b7G3HdnZs5w5b27GdHdtRSAmANVFvkBJq29bNcQ/BW2xnx3Zusbcd29mxnTtsbcd2dr61kwgXyulRAFdFuUG+JjTBxo4/K+4heIvt7NjOLfa2Yzs7tnOHre3Yzo7tKGQYgCtEZBmAtQBOZN6pqtf3dIM8E5pgB/bXxz0Eb7GdHdu5xd52bGfHdu6wtR3b2fnUTgCUiES2UE6zkH467nEAMwDMzVjmWDbIM6EJNnjwkLiH4C22s2M7t9jbju3s2M4dtrZjOzu2o0yqemnU2+RBaIK1tp7oeiXKie3s2M4t9rZjOzu2c4et7djOzrd2PH/pHz4dN8Ha2lJxD8FbbGfHdm6xtx3b2bGdO2xtx3Z2bEdhIvIuEfmNiGwQkQnBbR8XkbdbtseD0AQbOGhQ3EPwFtvZsZ1b7G3HdnZs5w5b27GdnW/tRKJbqCMRuRLATwFsBDARQN/grlIAN1m2yYPQBDt08EDcQ/AW29mxnVvsbcd2dmznDlvbsZ0d21HITQA+oapfANCacfv/AFhg2SBfE5pgo8aMi3sI3mI7O7Zzi73t2M6O7dxhazu2s/OrnUB4CjPfzgWwIsftRwEMtWyQZ0ITbOf26riH4C22s2M7t9jbju3s2M4dtrZjOzu2o5A9AKbluP0SAFssG+SZ0ASbOm1G3EPwFtvZsZ1b7G3HdnZs5w5b27GdnU/tBDyr5sCjAB4QkY8Hn08QkYsB3AXgNssG+XeWYOsr1sQ9BG+xnR3bucXedmxnx3busLUd29mxHWVS1bsA/ALACwAGA3gRwPcBfF9VH7Jsk2dCE2zu/EVxD8FbbGfHdm6xtx3b2bGdO2xtx3Z2vrXja0LzT1X/SUTuADAL6ROZlap61Lo9nglNsLVrVsU9BG+xnR3bucXedmxnx3busLUd29n51k4iXOjUVLVJVVeq6l96cwAK8Exoos1bUBb3ELzFdnZs5xZ727GdHdu5w9Z2bGfHdpRJRJ7t7H5V/T893SbPhCZYRfnrcQ/BW2xnx3Zusbcd29mxnTtsbcd2dl61k/TTcaNaKKf9oeUwgElIXx233rJBnglNsNlzTe8dS2C73mA7t9jbju3s2M4dtrZjOzu2o0yq+tFct4vI3UgfkPYYz4Qm2OaNVXEPwVtsZ8d2brG3HdvZsZ07bG3HdnY+tWt/i5aoFuqRRwB8xvKFbJ1gE86ZFPcQvMV2dmznFnvbsZ0d27nD1nZsZ8d21E3TrV/Ig9AEq6vdE/cQvMV2dmznFnvbsZ0d27nD1nZsZ+dbO74mNL9E5IHQ8l0ReQbAUwCetmyTrwlNsNOHnxH3ELzFdnZs5xZ727GdHdu5w9Z2bGfHdhQyN/R5CsA+AF8A8G+WDfIgNMGam5owbNjwuIfhJbazYzu32NuO7ezYzh22tmM7O9/a8fxlfqnqpVFvk0/HTbDSUv71WrGdHdu5xd52bGfHdu6wtR3b2bEd5RvPhCZYnz594x6Ct9jOju3cYm87trNjO3fY2o7t7Hxrx5dyRk9Enu3uuqr6f3q6ff6aI8EaG4/GPQRvsZ0d27nF3nZsZ8d27rC1HdvZsR0h/TrQIwD2d2PpMZ4JTbAzzhwR9xC8xXZ2bOcWe9uxnR3bucPWdmxn51O79PuE8lRoHpwDYImq1onIVgDnqarpgDMXnglNsJrdu+IegrfYzo7t3GJvO7azYzt32NqO7ezYjgAcAND+hrETEfFxI8+EJtjEyVPjHoK32M6O7dxibzu2s2M7d9jaju3sfGvH14Tmxc8BvCwiewAogJUi0pZrRVWd3NONF9yZUBEZKyJPiMg+ETkmIpUi8ta4x+WjjRvWxz0Eb7GdHdu5xd52bGfHdu6wtR3b2bEdAfgUgMsB3I/0s54fA/DQKZYeK6gzoSIyDMCrAP4E4G+RfhPUyQDq4hyXr2bNnR/3ELzFdnZs5xZ727GdHdu5w9Z2bGfnVzuB8DWhkVNVBfAbABCR+QDuVtUjUW2/0M6E3gSgRlWvUdW/qGq1qv5BVTfEPTAfrV29Ku4heIvt7NjOLfa2Yzs7tnOHre3Yzo7tKJOqfjTKA1Cg8A5C3w3gNRF5WkTqRGSNiHxWhM/0tpi3sCzuIXiL7ezYzi32tmM7O7Zzh63t2M7Ot3Yi0S3kRqEdhE4G8GkAWwH8DdLPQf4WgM/kWllErhORlSKysra2Bgf216Nubw1q9uxGQ8NBbK/egubmZmysqkQqlUJF+esAgLVr0r/dqSh/HalUChurKtHc3Izt1VvQ0HAQNXt2o25vens7d2xDY+NRbN5YhdbWVlRWlKe3EfyGqP1jVWUFjre0oHrLJhw5fBi7d+1A/b461O+rw+5dO3Dk8GFUb9mE4y0tqKqsyLmNyopytLa2YvPGKjQ2HsXOHdt69ZhWr3wtcY/J1d/T6pV/SdxjcvX39Kc//ndkj+nOb96O8xcvxHmL5oH7eO7HtOKVlxL3mFz9Pf3ppT8k7jH5+PPloe/ej/MWzcNbyhZwP+fPcv4sL5C/pyh/lmc+JqJ2kn66b2EQkeMAVqrqBRm3fRPAe1R1ZmdfW1a2WF99bWW+h0hEMblwyWJwHydKNu7nRMl24ZLFWLVqZaTnG6fNXqAP/PSFyLb3rjmjVqnq4sg2SDkV2pnQGgCVods2ADg7hrF4r/03ZdRzbGfHdm6xtx3b2bGdO2xtx3Z2XrWL8Km4fDquO4V2EPoqgOmh26YB2B7DWLw3ecq0uIfgLbazYzu32NuO7ezYzh22tmM7O7ajfCu0g9B7AZwvIv8kIlNF5P0Arofx/WeKHZ97b8d2dmznFnvbsZ0d27nD1nZsZ+dbO54J9U9BHYSq6l+RvkLuBwCsA3AHgC8DeDjOcflqxMjRcQ/BW2xnx3Zusbcd29mxnTtsbcd2dmxH+VZQB6EAoKq/UdX5qjpAVaep6gNaSFdP8sjhww1xD8FbbGfHdm6xtx3b2bGdO2xtx3Z2vrWTCP8jNwruIJSi07//gLiH4C22s2M7t9jbju3s2M4dtrZjOzu26x4RuVVEVEQezLhNROQ2EdkjIs0i8pKIzA593XARWS4ih4JluYgMC60zV0T+GGxjt4h8RST7CcMi8l4RqRSRluDje/L7iKPDg1AiIiIiIvKSACiR6JZuf1+R8wFcB2Bt6K6bAHwRwOcAnAegDsALInJaxjpPAlgE4J3BsgjA8oxtDwXwAoC9wTY+D+BLAG7MWGcpgKcB/BjAguDjz0RkSfcfRXx4EJpgLS3H4h6Ct9jOju3cYm87trNjO3fY2o7t7NiucyJyOtIHfR8DcDDjdgFwA4BvqerPVXUdgGsBnAbgimCdmUgfeF6nqitUdQWATwL43yLS/i4hVwIYBOBaVV2nqs8AuBPAjRlnQ28A8KKq3qGqG1T1DgAvBbcXPB6EJtjQocO6XolyYjs7tnOLve3Yzo7t3GFrO7az861dDK8JfRTAM6r6Yuj2SQDGAHi+/QZVbQbwMoALgpuWAjgK4M8ZX/cqgMbQOq8EX9vuOQDjAEzMWOd5ZHsuYxsFjQehCVa/b2/cQ/AW29mxnVvsbcd2dmznDlvbsZ1dkbcbISIrM5brMu8UkU8AmArgn3N87ZjgYzjg3oz7xgDYl3nh1eDPdaF1cm0D3VhnDDzQJ+4BUP6MP+vsuIfgLbazYzu32NuO7ezYzh22tmM7O9/aRfz+nvWqujj395HpAL4J4CJVPRHpdy0yPBOaYFu3bIx7CN5iOzu2c4u97djOju3cYWs7trNju1NaCmAEgPUi0ioirQDeCuDTwZ/3B+uF32h1NIDa4M+1AEZmXuk2+POo0Dq5toFurFMLD/AgNMFmzJob9xC8xXZ2bOcWe9uxnR3bucPWdmxn51s7h68J/SWAuUhfjbZ9WQngqeDPG5E+CFx2cmwiAwBcjDdfA7oCwBCkD2jbLQUwOLTOxcHXtlsGYA+AbRnrLEO2Zch+rWnB4kFogq1dvSruIXiL7ezYzi32tmM7O7Zzh63t2M6O7XJT1YbgarUnF6QvKHQg+FwB3LjJg+sAACAASURBVAfgZhG5XETmAHgc6QsRPRlsYwOA3wN4RESWBm+18giAX6vqG8G3ehJAE4DHRWSOiFwO4BYA92S8lvR+AJeJyC0iMkNEbgVwafD9Cx5fE5pg8xaWxT0Eb7GdHdu5xd52bGfHdu6wtR3b2fnUrv19QgvIXQAGAngIwHAArwF4h6oeyVjnCgDfRfpqtgDwLIDPtt+pqodEZFmwjZVIvw3M3QDuyVjnzyLyIQDfAPB1AFsAfFBVX8vT44oUz4QmGH+LZcd2dmznFnvbsZ0d27nD1nZsZ8d23aeqb1PVzANIVdXbVHWsqg5Q1bcGZ0wzv+agql6lqkOD5SpVbQitU6GqlwTbGKuqX8u8om6wzjOqOkNV+6nqTFX9RX4fbXR4JjTBfPotVqFhOzu2c4u97djOju3cYWs7trPzq12P3t+TCgTPhCZYZUV53EPwFtvZsZ1b7G3HdnZs5w5b27GdHdtRvvFMaIJNmzk77iF4i+3s2M4t9rZjOzu2c4et7djOzqt2Evn7hJIDPBOaYNu2bo57CN5iOzu2c4u97djOju3cYWs7trNjO8o3nglNsLHjz4p7CN5iOzu2c4u97djOju3cYWs7trPzrR1PhPqHZ0IT7MD++riH4C22s2M7t9jbju3s2M4dtrZjOzu2o3zjmdAEGzx4SNxD8Bbb2bGdW+xtx3Z2bOcOW9uxnZ1P7dLvE8pzob7hQWiCtbaeiHsI3mI7O7Zzi73t2M6O7dxhazu2s/OtHQ9B/cOn4yZYW1sq7iF4i+3s2M4t9rZjOzu2c4et7djOju0o33gmNMEGDhoU9xC8xXZ2bOcWe9uxnR3bucPWdmxn5107ngr1Ds+EJtihgwfiHoK32M6O7dxibzu2s2M7d9jaju3s2I7yjWdCE2zUmHFxD8FbbGfHdm6xtx3b2bGdO2xtx3Z2vrUTngr1Ds+EJtjO7dVxD8FbbGfHdm6xtx3b2bGdO2xtx3Z2bEf5xjOhCTZ12oy4h+CtYmqnqp3eLz287HkxtSsE7G3HdnZs5w5b27GdnW/t+A4t/uGZ0ARbX7Em7iF4i+3s2M4t9rZjOzu2c4et7djOju0o33gmNMHmzl8U9xC8xXZ2bOcWe9uxnR3bucPWdmxn51s7ngj1D8+EJtjaNaviHoK32M6O7dxibzu2s2M7d9jaju3s2I7yjWdCE2zegrK4h+AttrNjO7fY247t7NjOHba2Yzs779rxVKh3eCY0wSrKX497CN5iuzepatbSFbZzi73t2M6O7dxhazu2s2M7yjeeCU2w2XMXxD0Eb7GdHdu5xd52bGfHdu6wtR3b2fnUTsD3CfURz4Qm2OaNVXEPwVtsZ8d2brG3HdvZsZ07bG3HdnZsR/nGM6EJNuGcSXEPwVtsZ8d2brG3HdvZsZ07bG3HdnZetRO+T6iPeCY0wepq98Q9BG+xnR3bucXedmxnx3busLUd29mxHeUbz4Qm2OnDz4h7CN4q5nbhaw+Ff7sYvjiRhFYo5nZxYG87trNjO3fY2o7t7HxrxxOh/uGZ0ARrbmqKewjeYjs7tnOLve3Yzo7t3GFrO7azYzvKN54JTbDSUv6OwYrt7NjOLfa2Yzs7tnOHre3Yzs67djwV6h3PZhj1RJ8+feMegrfYzo7t3GJvO7azYzt32NqO7ezYjvKNB6EJ1th4NO4heIvt7NjOLfa2Yzs7tnOHre3Yzs6vdhLpf+RGQR+EisitIqIi8mDcY/HRGWeOiHsI3kpyO1UNLcheEFpC93e1vSS3K0Tsbcd2dmznDlvbsZ2db+1EolvIjYI9CBWR8wFcB2Bt3GPxVc3uXXEPwVtsZ8d2brG3HdvZsZ07bG3HdnZsR/lWkAehInI6gB8D+BiAgzEPx1sTJ0+NewjeYjs7tnOLve3Yzo7t3GFrO7az86mdRLyQGwV5EArgUQDPqOqLcQ/EZxs3rI97CN5iOzu2c4u97djOju3cYWs7trNjO8q3gnuLFhH5BICpAK6Keyy+mzV3ftxD8Bbb2bGdW+xtx3Z2bOcOW9uxnZ137XgK0zsFdSZURKYD+CaAK1T1RDfWv05EVorIytraGhzYX4+6vTWo2bMbDQ0Hsb16C5qbm7GxqhKpVAoV5a8DANauWQUAqCh/HalUChurKtHc3Izt1VvQ0HAQNXt2o25vens7d2xDY+NRbN5YhdbWVlRWlKe3sXpV1seqygocb2lB9ZZNOHL4MHbv2oH6fXWo31eH3bt24Mjhw6jesgnHW1pQVVmRcxuVFeVobW3F5o1VaGw8ip07tvXqMa1e+VriHpOrv6fVK/+SuMeU+fdU0T6ONaugACrXleNEayu2bHoDjUePYFfmY6oJHtO2rScfU1tbChXlq6EKVKxJP7Z15auRSqXwpz/+d2SP6c5v3o7zFy/EeYvmgft47se04pWXEveYXP09/emlPyTuMfn48+Wh796P8xbNw1vKFnA/589y/iwvkL+nKH+WZz4monaiuS53GRMR+QiAxwC0ZdxcivRFOlMABqtqS66vLStbrK++tjLvYyTyXXifT2nn90voUnHhXzaGryQXXj8qFy5ZDO7jRMnG/Zwo2S5cshirVq2M9H8UZs9bpD/5zcuRbW/+2aetUtXFkW2QciqoM6EAfglgLoAFGctKAE8Ffz4e39D80/6bKOo5trNjO7fY247t7NjOHba2Yzs7tqN8K6jXhKpqA4CGzNtEpBHAAVVdF8+o/DVvYVncQ/AW29mxnVvsbcd2dmznDlvbsZ2db+34/p7+KbQzoRSh9tcMUM+xnR3bucXedmxnx3busLUd29mxHeVbQZ0JzUVV3xb3GHw1ecq0uIfgrWJq19XrwjvcH/51Y+juSZPPPfk1+Xp9KL2pmOZq1Iq1XVev++6OYm0XB7a2K+Z2vd3PfWvH/9vwD8+EJhivQmbHdnZs5xZ727GdHdu5w9Z2bGfHdpRvBX8mlOxGjBwd9xC8xXZ2bOcWe9uxnR3bucPWdmxn51U7AU+FeohnQhPs8OGGrleinNjOju3cYm87trNjO3fY2o7t7NiO8o1nQhOsf/8BcQ/BW2xnx3Zusbcd29mxnTtsbcd2dr61E54K9Q4PQomKTBfXIepwf4frEHW1AhEVlJ5efIwXFCPyD/dz8g0PQhOspeVY3EPwFtvZsZ1b7G3HdnZs5w5b27GdnU/tBPx9uI/4mtAEGzp0WNxD8Bbb2bGdW+xtx3Z2bOcOW9uxnR3bUb7xIDTB6vftjXsI3mI7O7Zzi73t2M6O7dxhazu2s/OtnUS4kBs8CE2w8WedHfcQvMV2dmznFnvbsZ0d27nD1nZsZ8d2lG88CE2wrVs2xj0EbyW5nYYXzV5SqqEFWUuH7almLVu3bMrYXvZ9FL0kz9V8Y7vcurPfsp07bG3HdqfW1X7uXTueCvUOL0yUYDNmzY17CN5iO7vpM+fEPYSiwrlqx3Z2bOcOW9uxnZ1v7fgWLf7hmdAEW7t6VdxD8Bbb2VWUs51LnKt2bGfHdu6wtR3b2bEd5RvPhCbYvIVlcQ/BW2xnN3c+27nEuWrHdnZs5w5b27GdnW/t+BYt/uGZ0ATjb7Hs2M6OZ0Ld4ly1Yzs7tnOHre3Yzo7tKN94JjTBfPstViEppnap0AUJwhcfEoQvWJD968aS0G8f58wvO/kV/MVk/hXTXI1asbbr6hph4TMK4YuWiEjRtosDW9sVc7ve7ue+teP/b/iHZ0ITrLKiPO4heIvt7DasYzuXOFft2M6O7dxhazu2s2M7yjeeCU2waTNnxz0Eb7Gd3bkz2M4lzlU7trNjO3fY2o7t7Lxrx1Oh3uGZ0ATbtnVz3EPwFtvZ7ajeEvcQigrnqh3b2bGdO2xtx3Z2bEf5xoPQBBs7/qy4h+AttrMbM2583EMoKpyrdmxnx3busLUd29n51E6Qfp/QqP7r8vuJ3CoifxWRwyKyT0R+JSJzQuuIiNwmIntEpFlEXhKR2aF1hovIchE5FCzLRWRYaJ25IvLHYBu7ReQrItmv6BWR94pIpYi0BB/fY6/pDg9CE+zA/vq4h+CtJLVT1S4WZC2plPZsUWQtB/bXn3LbFL0kzVXXktquq31ckb10/PrO91tVxYH6fR0uZEL5kdR56kKS2+V7P2/fx7mf5/Q2AA8DuADAZQBaAfyXiJyRsc5NAL4I4HMAzgNQB+AFETktY50nASwC8M5gWQRgefudIjIUwAsA9gbb+DyALwG4MWOdpQCeBvBjAAuCjz8TkSWRPdo84WtCE2zw4CFxD8FbbGc3iO2c4ly1Yzu7QUNO63oligTnqR3b2Xm1j4vb9wlV1b/J+vYiVwM4BOBCAL8KzlTeAOBbqvrzYJ1rkT4QvQLAIyIyE+kDz4tUdUWwzicBvCIi01X1DQBXAhgE4FpVbQawTkRmALhRRO7R9G8IbgDwoqreEQznDhG5NLj9w3nM0Gs8E5pgra0n4h6Ct9jOju3cYm87trNrPcF2rnCe2rGdHffxHjkN6WOqg8HnkwCMAfB8+wrBQeTLSJ89BYClAI4C+HPGdl4F0Bha55Xga9s9B2AcgIkZ6zyPbM9lbKNg8SA0wdraUnEPwVtsZ5dqa4t7CEWFc9WO7ey4n7vDeWrHdna+7eMS4QJghIiszFiu6+Lb3w9gDYAVwedjgo97Q+vtzbhvDIB9mvF85+DPdaF1cm0D3VhnDAocn46bYAMHDYp7CN5iO7sBA9nOJc5VO7azYzt32NqO7eyKvF29qi7uzooicg+Ai5B+Wq1fR+4x45nQBDt08EDcQ/BWktuFL0bQptrpEr7wUEo1ewldqOhQw8FTXhghfCEF6r0kz9V8K5Z2XV6gpKv7c1zApKHhYI41KR+KZZ7mQzG1i3o/924fj/hUaLe+pci9SL/u8jJV3ZpxV23wcXToS0Zn3FcLYGTmlW6DP48KrZNrG+jGOrUocDwITbBRY8bFPQRvsZ3dyFFj4x5CUeFctWM7u9GjuZ+7wnlqx3Z23Mc7JyL3480D0KrQ3dVIHwQuy1h/AICL8eZrQFcAGIL0azrbLQUwOLTOxcHXtlsGYA+AbRnrLEO2Zch+rWlB4kFogu3cXh33ELzFdna7d26LewhFhXPVju3s2M4dtrZjOzu/2kX5LqHdep/QhwB8FOkr3R4UkTHBMgQ4+drO+wDcLCKXB+8h+jjSFyJ6MlhnA4DfI32l3KXBW608AuDXwZVxEazbBOBxEZkjIpcDuAXAPRmvJb0fwGUicouIzBCRWwFcGnz/gsaD0ASbOm1G3EPwFtvZTZo6Pe4hFBXOVTu2s5vCds5wntqxnR338U59Gukr4v4BQE3G8n8z1rkLwL0AHgKwEsBYAO9Q1SMZ61wBoBzpq9k+F/z56vY7VfUQ0mc1xwXbeAjA3QDuyVjnzwA+BOAjANYCuAbAB1X1tagebL7wIDTB1lesiXsI3mI7u6r15XEPoahwrtqxnV1lBfdzVzhP7djOzrd9XCS6pSuqKqdYbstYR1X1NlUdq6oDVPWtqroutJ2DqnqVqg4NlqtUtSG0ToWqXhJsY6yqfi3zirrBOs+o6gxV7aeqM1X1F72K6Qivjptgc+cvinsI3kpyu/AFCVKp7FvaQp9r6B/kDp+HfpU1Y84CpIJ/HyX0zTT0NBeXby6dVEmeq/lWrO26vChYaMfMtZvOmb8w57aEO3XkinWeRqGY2/V2P2/fx3Nti/s5RYFnQhNs7ZpVcQ/BW2xnt6FiddxDKCqcq3ZsZ1ex5vW4h1A0OE/t2M7Op308ygvj8vDaHR6EJti8BWVxD8FbbGc3c+7CrleiyHCu2rGd3dwFxXuGyTXOUzu2s+M+TvnGg9AEqyj357dYhYbt7Das42twXOJctWM7u3XlfMaDK5yndmxn590+zlOh3uFrQhNs9twFcQ/BW2xnN33WvLiHUFQ4V+3Yzm7W3PlxD6FocJ7asZ2db/t4d95ahQoLz4Qm2OaN4ffOpe5KUjvV7CWlGlqQtbSlNGtpDS3h9VMpzVqqN79x8r7w9+44Ns1aqOeSNFddS2q78H7X0/0svL4C2Yum23GXdSOp89SFJLfL937evo9zP6d84ZnQBJtwzqS4h+AttrMbO2Fi3EMoKpyrdmxnN+FstnOF89SO7ex828d5wV7/8ExogtXV7ol7CN5iO7v9dbVxD6GocK7asZ1d3d6auIdQNDhP7djOjvs45RvPhCbY6cPPiHsI3mI7u9NOHxb3EIoK56od29mdPmx43EMoGpyndmxn59s+zhOh/uGZ0ARrbmqKewjeYju7Y83NcQ+hqHCu2rGdXXMz27nCeWrHdnbcxynfCupMqIjcCuByANMBtAD4HwC3quq6WAfmqdJS/o7BKtHtQhcZaEtpp593eJ1F6CoFpSXZK4iUIBVsIxX6Wgl971K+iKPXEj1X86xY23V1oZHwbtnhIiciKCkphYJnH1wo1nkahWJu19v9vH0fBzzYz4WvCfVRoe2dbwPwMIALAFwGoBXAf4kIn09h0KdP37iH4C22s+vTp6B+t5V4nKt2bGfXpy/bucJ5asd2dtzHKd8K6iBUVf9GVR9T1XWqWgHgagAjAVwY89C81Nh4NO4heIvt7JqbGuMeQlHhXLVjO7vGo0fiHkLR4Dy1Yzs7//ZxiXAhFwrqIDSH05Ae48G4B+KjM84cEfcQvMV2dqcPPzPuIRQVzlU7trNjO3fY2o7t7NiO8q3QD0LvB7AGwIq4B+Kjmt274h6Ct9jObl/t7riHUFQ4V+3Yzq52D/dzVzhP7djOzqd9XJB+TWhUC7lRsAehInIPgIsAvFdV206xznUislJEVtbW1uDA/nrU7a1BzZ7daGg4iO3VW9Dc3IyNVZVIpVKoKH8dALB2zSoAQEX560ilUthYVYnm5mZsr96ChoaDqNmzG3V709vbuWMbGhuPYvPGKrS2tqKyojy9jdWrsj5WVVbgeEsLqrdswpHDh7F71w7U76tD/b467N61A0cOH0b1lk043tKCqsqKnNuorChHa2srNm+sQmPjUezcsa1Xj2nM2PGJe0yu/p7GnTUhOY/pyGFUb92ElpYWVG1Yh5QqKitez/pYvXEdTrSewK5tm9DUeBT79uzE4YP7cbB+L/bv3YMjhw5i765taG5uws6tb6C1rQ1bq9aiLaXYVFmO1pRi84ZynGhrw/ETrWhsasLOHdVoaDiI2po92Le3FgcO7MfundvR1HgUWze/cfIxqaa7qHZ8THd+83acv3ghzls0D9zHcz+m0tLSxD0mV39Px48fT9xjav97qihflfWxav1atLa2YuvmN9DYeBS7d27HwQP7sa+uFntrduNww0Hs3L4Vx5qbsfmNDWhrS2H92tVQBdavTT+2yrWrkUqlsKmqEiPHjMWO6i1oOJh+THtra3Fg/37s3F6No0ePYPPGKpw4caJbj+mh796P8xbNw1vKFnA/589y/iwvkP38ROsJNDc1Rbaftz8monbS4ap3BUBE7gXwIQCXqmpVd76mrGyxvvrayvwOzDOVFeWYNXd+3MPwUpLaha9223Ii+3c6TcezPz/emsr6XEK/FiwN/ZawJHR13J2bKzF5+hwAQL8+2b/n6hv64pLQtsPbynThksXgPt5Rkuaqa0ltlwrt8ykNf569fle/+M91ZqBq/VrMmD2vwz4cXjf870dXuJ93lNR56kKS2+V7P2/fx4GOP6t7s59fuGQxVq1aGen5xvkLy/R3L0b3pMnxw/uvUtXFkW2Qciq4y1iKyP0APogeHIBSbkn9h9cFtrNrPwAlNzhX7djOrv1/Tin/OE/t2M6O+zjlW0E9HVdEHgLwUQBXADgoImOCZUjMQ/NS+9MhqOfYzm5z5Zq4h1BUOFft2M5uffC0RMo/zlM7trPzbR/na0L9U1AHoQA+jfQVcf8AoCZj+b9xDspX8xaWxT0Eb7Gd3dRZC+IeQlHhXLVjO7vZ8xfFPYSiwXlqx3Z23Mcp3wrqIFRV5RTLbXGPLU6qmrV0F38DaJfkdhpaUpq9tKU0a0mFljZF1hK+f9P6NUip5lxUkbVQ7yV5ruYb26WF/03ocH+O/da3syQ+4zy1Y7s39XQ/920flwj/IzcK6iCUosXfANqxnd2UWXwNjkucq3ZsZ8ezJO5wntqxnR33cco3HoQmWPslvKnn2M5u++YNcQ+hqHCu2rGd3cYN6+IeQtHgPLVjOzvv9nGJcCEneBCaYJOnTIt7CN5iO7txZ0+OewhFhXPVju3sJk45N+4hFA3OUzu2s+M+TvnGg9AE45sC27GdXX3t7riHUFQ4V+3Yzq5m1864h1A0OE/t2M7Ot32cJ0L9U3DvE0pdy7w4UWdvEDxi5GgXw0mkomrXxRWCwm+ALaHV20L/ZJ82fATagnfJ7vBm2iXZn5eEvjZ84a2evtF9MSqquRqxYmkX3sW72s/C/yLk2gvPHDmq2+tS7xTLPM2HYmoX9X7evo93Z9248a1V/MQzoQl2+HBD3EPwFtvZNR05HPcQigrnqh3b2R05fCjuIRQNzlM7trPjPk75xjOhCda//4C4h+AttrPr269/3EMoKpyrdmxn168/93NXOE/t2M7Ot32cb63iH54JJSIiIiIiImd4JjTBWlqOxT0Eb7Gd3YnjLf9/e/cea1l9lnH8ec6ZKQzlVm4zAwOFQCiXgeGmaWorU9M2rf5TDQajMcE0kkpLapt4wWikNZEmmhpSrS31D1BjbKSJsWoDabRahUQ7U+YCHSgwMGMLw8BcyMggzPD6x96Qs/fMmTnnPWuv3/6t9f2QlZm9z95rvzx935LfWWuvVbqEXqFX88gu77X/Y87bQp/mkV1edTPOgdDqsAjtsFNPPb10CdXqVXbH+Tb/ERczOOI6RqNPrDj51LdeM/7SIx6P74wrCyxar3q1YX3JbnysFnva2tEuSnLKqacd/bWMdOP60qeT0Kfsmp7z+WZcYs7RDE7H7bAXd+8qXUK1yC5v/57dpUvoFXo1j+zyXtr9QukSeoM+zSO7vNpmnFu01IdFaIedt+aC0iVUi+zyzly5pnQJvUKv5pFd3uo155cuoTfo0zyyy2PGMWksQjvs6aeeKF1Ctcgub9fOp0qX0Cv0ah7Z5T3z1A9Kl9Ab9Gke2eXVNuNv3iu0iQ3tYBHaYZddcVXpEqpFdnlrLr68dAm9Qq/mkV3epZevLV1Cb9CneWSXx4xj0liEVsD2vNuxbP7ehpYq7J4uZzdjj2yz1ug245FtxhrdZjyyjffk9m2b3vqsiNFN4xuWrMu9Oml9za6J70s9umlju0X3WF/7tAl9zm6pc17XjLvRf9AOFqEddvW115cuoVpkl3fRZetKl9Ar9Goe2eVdue660iX0Bn2aR3Z5zDgmjUVoh/X5N4BLRXZ5c4+EYvLo1Tyyy6vrKEnd6NM8ssuracYtvhNaIxahHcZvAPPILo8joe2iV/PILo+jJO2hT/PILo8Zx6SxCO2wx7ZwRCqL7PJ2/ODR0iX0Cr2aR3Z52x7dXLqE3qBP88gujxnHpC0rXQAm59LLryxdQrW6lN34mSXjp5osmx39XdTxrhcUx3nBBZdcptmZwYfMHPHhx9k5Fq1Lvdq2rmY3PuNHXmhj6VcFu+RdVyx5H1iYrvZpG7qc3aTnnBnHpHEktMOeefrJ0iVUi+zynt+5vXQJvUKv5pFd3o5nuB9wW+jTPLLLq23G+U5ofViEdtjq89aULqFaZJd35jnnli6hV+jVPLLLW7X6vNIl9AZ9mkd2ecw4Jo1FaIfteenF0iVUi+zyXt73UukSeoVezSO7vL17mPO20Kd5ZJdX24xzn9D6sAjtsLe//eTSJVSL7PJWnER2baJX88gu7ySyaw19mkd2ecw4Jo0LE3XYoUOvly6hWl3Kbvz7DbNjTyyfHX0846VdqOiVNw69tc/ZmfF9jz42X75Ysi71atv6kt0RU9bA3B0+dEj2kccMGOnm9aVPJ6FP2TU952/O+NH2PXVzznc5q8SR0A47fPiN0iVUi+zy3njjcOkSeoVezSO7vMPMeWvo0zyyy2PGMWkcCe2wFSedVLqEapFd3gkryK5N9Goe2eWtYM5bQ5/mkV1eTTNucQe4GnEktMP2791TuoRqkV3egf37SpfQK/RqHtnl7d+3t3QJvUGf5pFdXnUz7gY3tIJFaIeds4pbZWSRXd4ZZ68sXUKv0Kt5ZJd3zsrVpUvoDfo0j+zymHFMGovQDtv57PbSJVSrS9nZHtlmZ0a3ty2bGdlOWD47sp04tp2wbGZkO3H56Lb7uR1v7Wv57Og2/tkz1sg2XiuOr0u92rauZjc+R+M3Yh+fu8z2wx3bhzM7vjHDTetqn7ahy9lNes7fnPFa5pxbtNSHRWiHXXLpZaVLqBbZ5V148btKl9Ar9Goe2eVdTHatoU/zyC6PGceksQjtsEe3PFK6hGqRXd7jj20uXUKv0Kt5ZJf32JZNpUvoDfo0j+zyapvxI4/W5je0g0Voh1217rrSJVSL7PIuX3tN6RJ6hV7NI7u8teuuLV1Cb9CneWSXx4xj0liEdtjmRzaULqFaZJf3/S3fK11Cr9CreWSXt+WRjaVL6A36NI/s8mqbcS6OWx/uE9phV19zfekSqtXl7GZmRv8v1jH689nj7mH0/TH2/nXXzp/dtFzAoEu63KuT1pfsJjF3Vx9jztGsvvTpJPQpu6bnnBnHpHEktMO2bKrrt1jThOzytm7iSGib6NU8sssju/aQdR7Z5VWXHYdCq8MitMOuvIrv5mWRXd4VV60rXUKv0Kt5ZJdHdu0h6zyyyyO747N9m+3ttl+1vcH2+0rXVBMWoR325BPbSpdQLbLLe4rsWkWv5pFdHtm1h6zzyC6vtuzavk+o7Zsl3S3pDyVdK+khSd+0fcHk/i27hUVoh53/zotKl1Atsssju3aRdx7Z5ZFde8g6j+zyyO64PiPp3oj4akR8PyJul/ScpF8rXFc1pnIRyuHtZrzw/I9Kl1Ct77aNCwAAB/dJREFUPmVne0nbzMzo9sKu5+Z9LZrXp15tGtnlkV17yDqP7PJqys5q9z6htt8m6XpJD4796EFJ72n8X7Cjpu7quHMOb98m6T+Gf37T9hURsaNocZU57R1nlC6hWmSXR3btIu88sssju/aQdR7Z5dWU3caNGx5YsdxnNbjLE21/d87jeyLinjmPz9LgZgK7xt63S9IHGqyj06ZuEao5h7eHj2+3/WENDm/fUa6s+hx85RWdfvo7SpdRJbLLI7t2kXce2eWRXXvIOo/s8mrKLiI+XLoGLN5UnY7L4e1mzc5O1f+8VSG7PLJrF3nnkV0e2bWHrPPILo/sjulFSYclrRx7fqWk59svp07T1mHHOry9qv1y6rZs2fLSJVSL7PLIrl3knUd2eWTXHrLOI7s8sptfRLwmaYOkD4796IMaXCUXCzCNp+MumO1bJd06fHhgxXI/XrKeKXSWBr+tweKRXV6T2Z0l6ezh31esWO7K7p7dCno1j+zymPP20Kd5ZJc3qezeOYF9lvAFSX9l+78k/aekj0s6V9KXi1ZVkWlbhC7q8PbwS8L3jD+PAdvfjYgbStdRI7LLI7t2kXce2eWRXXvIOo/s8sju2CLia7bPlPS7klZL2irppyPi2bKV1WOqTsfl8DYAAACAaRcRX4qICyPihIi4PiL+vXRNNZm2I6ESh7cBAAAAoLOmbhHK4e1GcapyHtnlkV27yDuP7PLIrj1knUd2eWSHiXJElK4BAAAAANATU/WdUAAAAABAt7EIBQAAAAC0hkVox9j+Sdv/YPuHtsP2LaVrqoXtO2z/t+2Xbe+2/Q3ba0vXVQPbn7C9eZjdy7Yftv0zpevqKuY8hxlfGua8Pcx4HnOex4yjTSxCu+dkDS7m9ClJBwvXUpv1kr4k6T2SfkrSIUnfsn1GyaIq8T+SfkvSdZJukPQvkv7e9tVFq+ou5jxnvZjxpWDO28OM560Xc57FjKM1XJiow2wfkPTJiLi3dC01sn2ypP2SPhoR3yhdT21s75F0R0R8pXQtXcac5zHjS8ecTx4zvjTM+dIw45iUqbtFCzBFTtHgbIG9pQupie1ZST+vwW/yHypcDnAszHgSc46KMOcJzDgmjUUoML+7JT0i6eHShdTA9lUaZHWipAOSfjYitpStCjgmZnyRmHNUiDlfBGYcbWERChyF7S9Ieq+k90bE4dL1VOJxSddIOk3STZLus70+IraWLQs4EjOexpyjGsx5CjOOVrAIBcbY/hNJvyDp/RHxdOl6ahERr0l6cvhwg+0fk/RpSR8rVxVwJGY8jzlHLZjzHGYcbWERCsxh+25JN2vwH61tpeup3IykE0oXAczFjDeOOcfUYc4bxYxjIliEdszwKnCXDB/OSLrA9jWS9kTEjnKVTT/bfybplyV9VNJe26uGPzoQEQfKVTb9bH9e0j9J2qnBRSB+UYPL5HN/sQlgznOY8aVhztvDjOcx53nMONrELVo6xvZ6Sf96lB/dFxG3tFtNXWzPNwyfjYg726ylNrbvlfR+Sas0uBT+Zkl/FBEPlKyrq5jzHGZ8aZjz9jDjecx5HjOONrEIBQAAAAC0ZqZ0AQAAAACA/mARCgAAAABoDYtQAAAAAEBrWIQCAAAAAFrDIhQAAAAA0BoWoQAAAACA1rAIxcTZvtB22L6hwGffOfzssP3bC3zPLXPe86eTrhEAAADoExahaJTtbx9l4bZT0mpJjxQoSZIeH37+Fxf4+q8NX//wxCoCAAAAempZ6QLQfRFxWNLzBUs4FBEL/vyIOCjpoO3XJlgTAAAA0EscCUVjbN8r6UZJn5hzOuuF46fj2l4/fPwR2xtsH7T9HdtrbN9oe5PtA7b/0faZY5/xK7Yfs/2q7Sdsf9r2ovvY9s/Z3jz87D22/832ykaCAAAAADAvjoSiSZ+SdKmkbZJ+Z/jcbknnz/P6z0r6dUn7Jf2NBqfBvirpVkmHJf2dpDsl3S5Jtn9V0ueGjzdIWivpq5Jel7Tg727aXiXpbyXdIenrkk6W9O6Fvh8AAABAHotQNCYi9g9PYX1l7umvtud7y+9FxHeGr/myBt/ZvD4iNg6fu0/STXNfL+k3I+L+4ePttj8v6TYtYhEq6VxJyyXdHxHPDp/buoj3AwAAAEhiEYqSNs/5+67hn1vGnjtHkmyfrcER1a/Y/vM5r1kmad5V7jw2SfqWpK22Hxz+/f6I2L3I/QAAAABYJBahKOn1OX8PSYqI8efe/L7nm39+XNJDS/nQiDhs+0ManIL7IUkfk3SX7RsjYtNS9g0AAADg2FiEommvSZpteqcRscv2jyRdHBF/2cD+QoNbsDxs+3OSHpV0swZHSQEAAABMCItQNO0ZST9u+0JJByTtaXDfvy/pi7b3SfpnDb7XeZ2k8yLiroXuxPa7JX1A0gManPJ7rQan+j7WYK0AAAAAjoJFKJr2x5Lu02BBt0LSRU3tOCL+wvb/SvoNSXdJOqjBEczFXJRIGlyN9yc0uMru6ZJ2SvqDiPjrpmoFAAAAcHQenJUIdJPtOyXdFBFrE+/9tqStEfHJpusCAAAA+mrm+C8Bqne57QO2P7OQF9v+JdsHJL1vwnUBAAAAvcORUHSa7TMknTF8+GJE7FvAe06RtHL4cF9EvDip+gAAAIC+YREKAAAAAGgNp+MCAAAAAFrDIhQAAAAA0BoWoQAAAACA1rAIBQAAAAC0hkUoAAAAAKA1LEIBAAAAAK35fzSsBViEXEE+AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn5)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn5, log=True)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn5, time=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### DDT" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "sn6 = SNOwGLoBES('../../models/Type_Ia/DDT_NeutrinoFlux.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn6)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn6, log=True)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn6, time=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Nakazato CCSN Model\n", "\n", "Load the Nakazato CCSN model written to SNOwGLoBES format using the `generate_*` functions in `snewpy.snowglobes`.\n", "\n", "Note that the Nakazato SNOwGLoBES tarball is not uploaded to GitHub. If you want to repeat this, generate it yourself the converter." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: OverflowError converting to FloatType in column NuMu, possibly resulting in degraded precision. [astropy.io.ascii.fastbasic]\n", "WARNING:astropy:OverflowError converting to FloatType in column NuMu, possibly resulting in degraded precision.\n", "WARNING: OverflowError converting to FloatType in column NuTau, possibly resulting in degraded precision. [astropy.io.ascii.fastbasic]\n", "WARNING:astropy:OverflowError converting to FloatType in column NuTau, possibly resulting in degraded precision.\n", "WARNING: OverflowError converting to FloatType in column aNuMu, possibly resulting in degraded precision. [astropy.io.ascii.fastbasic]\n", "WARNING:astropy:OverflowError converting to FloatType in column aNuMu, possibly resulting in degraded precision.\n", "WARNING: OverflowError converting to FloatType in column aNuTau, possibly resulting in degraded precision. [astropy.io.ascii.fastbasic]\n", "WARNING:astropy:OverflowError converting to FloatType in column aNuTau, possibly resulting in degraded precision.\n" ] } ], "source": [ "sn7 = SNOwGLoBES('../../models/Nakazato_2013/nakazato-LS220-BH-z0.004-s30.0.SNOformat.tar.bz2')" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn7)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_fluence(sn7, log=True)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plot_spectrum(sn7, time=0)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 4 }