diff --git a/doc/nb/FlavorTransformation.ipynb b/doc/nb/FlavorTransformation.ipynb index 1672ff95b..78ff6118c 100644 --- a/doc/nb/FlavorTransformation.ipynb +++ b/doc/nb/FlavorTransformation.ipynb @@ -25,26 +25,10 @@ "from snewpy.models import Nakazato_2013\n", "from snewpy.flavor_transformation import AdiabaticMSW, NonAdiabaticMSWH, \\\n", " TwoFlavorDecoherence, ThreeFlavorDecoherence, \\\n", - " NeutrinoDecay, AdiabaticMSWes, NonAdiabaticMSWes\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=18)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "infile = '../../models/Nakazato_2013/nakazato-shen-z0.004-t_rev100ms-s20.0.fits'\n", - "model = Nakazato_2013(infile)" + " NeutrinoDecay, AdiabaticMSWes, NonAdiabaticMSWes\n", + "\n", + "mpl.rc('font', size=18)\n", + "%matplotlib inline" ] }, { @@ -53,6 +37,7 @@ "metadata": {}, "outputs": [], "source": [ + "model = Nakazato_2013(progenitor_mass=20*u.solMass, revival_time=100*u.ms, metallicity=0.004, eos='shen')\n", "model" ] }, @@ -249,8 +234,7 @@ " ax = axes[1][0]\n", " ax.set(ylabel=r'flux [$10^{16}$ erg$^{-1}$ cm$^{-2}$ s$^{-1}$]')\n", " \n", - " return fig\n", - "\n" + " return fig" ] }, { @@ -284,18 +268,11 @@ "fig = plot_spectra(model, xf_nmo, xf_imo, 100*u.ms)\n", "fig.savefig('spectra_adiabaticmswes.pdf')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -309,7 +286,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/doc/source/gettingstarted.rst b/doc/source/gettingstarted.rst index 1d55bd5cd..7c281fd89 100644 --- a/doc/source/gettingstarted.rst +++ b/doc/source/gettingstarted.rst @@ -18,14 +18,15 @@ Download Supernova Models SNEWPY includes a large number of supernova models from different simulation groups. Since these models have a size of several 100 MB, they are not included in the initial install. -Instead, after installing, run the following command to download models you want to use: +Instead, SNEWPY automatically loads these files the first time you use a model. By default, +they are downloaded to a hidden directory given by ``snewpy.model_path``. + +Alternatively, you can run the following command to bulk download model files to the current directory: .. code-block:: console $ python -c 'import snewpy; snewpy.get_models()' -By default, they will be downloaded to a subdirectory named ``SNEWPY-models//`` in the current directory. - .. note:: Each model includes a README file with more information, usually including a reference to the corresponding publication @@ -39,24 +40,24 @@ This example script shows how to use SNEWPY to compare the luminosity of two dif .. code-block:: python + import astropy.units as u import matplotlib as mpl import matplotlib.pyplot as plt + import snewpy - from snewpy.models import Nakazato_2013, Bollig_2016 + from snewpy.models.ccsn import Nakazato_2013, Bollig_2016 from snewpy.neutrino import Flavor mpl.rc('font', size=16) + %matplotlib inline - # Download a few model files we can plot - snewpy.get_models(models=["Nakazato_2013", "Bollig_2016"]) - - # Read data from downloaded files - nakazato = Nakazato_2013('SNEWPY_models/Nakazato_2013/nakazato-shen-z0.004-t_rev100ms-s20.0.fits') - bollig = Bollig_2016('SNEWPY_models/Bollig_2016/s27.0c') # This model has one file per flavor. Use common prefix, not full filename. + # Initialise two different models. This automatically downloads the required data files. + nakazato = Nakazato_2013(progenitor_mass=20*u.solMass, revival_time=100*u.ms, metallicity=0.004, eos='shen') + bollig = Bollig_2016(progenitor_mass=27*u.solMass) # Plot luminosity of both models fig, ax = plt.subplots(1, figsize=(10, 6)) - + for flavor in Flavor: ax.plot(nakazato.time, nakazato.luminosity[flavor]/1e51, # Report luminosity in units foe/s label=flavor.to_tex() + ' (Nakazato)', @@ -75,14 +76,12 @@ This example script shows how to use SNEWPY to compare the luminosity of two dif ax.grid() ax.legend(loc='upper right', ncol=2, fontsize=18) - fig.tight_layout() - This will generate the following figure: .. image:: luminosity-comparison.* -The SNEWPY repository contains many Jupyter notebooks in ``doc/nb/`` with sample code +The SNEWPY repository contains many Jupyter notebooks in ``models//`` or ``doc/nb/`` with sample code showing different models or how to apply flavor transformations to the neutrino fluxes. More advanced usage of SNEWPY requires SNOwGLoBES and is described in the following section. diff --git a/models/Bollig_2016/Bollig_2016.ipynb b/models/Bollig_2016/Bollig_2016.ipynb index 63bcbf118..61901819a 100644 --- a/models/Bollig_2016/Bollig_2016.ipynb +++ b/models/Bollig_2016/Bollig_2016.ipynb @@ -15,18 +15,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/snewpy/python/snewpy/models/__init__.py:7: FutureWarning: snewpy.models.Bollig_2016 is moved to snewpy.models.ccsn.Bollig_2016\n", - " warn(f\"{__name__}.{name} is moved to {__name__}.ccsn.{name}\", FutureWarning)\n" - ] - } - ], + "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", @@ -35,182 +26,80 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Bollig_2016\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(-0.05, 0.3),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "from snewpy.models.ccsn import Bollig_2016\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", "\n", - " fig.tight_layout()\n", - " return fig" + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 11.2 $M_\\odot$" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Bollig_2016` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Bollig_2016/s11.2c'\n", - "model = Bollig_2016(ifile, 'LS220')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Bollig_2016 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $11.2$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "Bollig_2016 Model\n", - "Progenitor mass : 11.2 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plot_luminosity(model)" + "Bollig_2016.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 27.0 $M_\\odot$" + "We’ll initialise both of these progenitors. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Bollig_2016/s27.0c'\n", - "model = Bollig_2016(ifile, 'LS220')" + "m11 = Bollig_2016(progenitor_mass=11.2*u.solMass)\n", + "m27 = Bollig_2016(progenitor_mass=27*u.solMass)\n", + "\n", + "m11" ] }, { - "cell_type": "code", - "execution_count": 8, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Bollig_2016 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $27$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "Bollig_2016 Model\n", - "Progenitor mass : 27.0 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Bollig_2016` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", + "\n", + "for i, model in enumerate([m11, m27]):\n", + " ax = axes[i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(0.0, 0.35),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "\n", + "axes[0].set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { @@ -226,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -244,22 +133,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -282,18 +158,11 @@ "\n", "fig.tight_layout();" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -307,7 +176,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Fornax_2019/Fornax_2019.ipynb b/models/Fornax_2019/Fornax_2019.ipynb index 9f90b168f..361884cfd 100644 --- a/models/Fornax_2019/Fornax_2019.ipynb +++ b/models/Fornax_2019/Fornax_2019.ipynb @@ -13,90 +13,66 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from snewpy.neutrino import Flavor\n", - "from snewpy.models import Fornax_2019\n", + "from snewpy.models.ccsn import Fornax_2019\n", "\n", "from astropy import units as u\n", "\n", "import numpy as np\n", "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { - "cell_type": "code", - "execution_count": 2, + "cell_type": "markdown", + "id": "61a9c046", "metadata": {}, - "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "## Initialization and Time Evolution of the Energy Spectrum\n", + "\n", + "To start, let’s see what progenitors are available for the `Fornax_2019` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, + "id": "83a8ee2a", "metadata": {}, + "outputs": [], "source": [ - "## Test Instantiation using a $10M_{\\odot}$ Model" + "Fornax_2019.param" ] }, { - "cell_type": "code", - "execution_count": 3, + "cell_type": "markdown", + "id": "cbe1497e", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Fornax 3D Model**: ../../models/Fornax_2019/lum_spec_10M.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $10$ $\\mathrm{M_{\\odot}}$|" - ], - "text/plain": [ - "Fornax 3D Model: ../../models/Fornax_2019/lum_spec_10M.h5\n", - "Progenitor mass : 10.0 solMass" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model = Fornax_2019('../../models/Fornax_2019/lum_spec_10M.h5')\n", - "model" + "We’ll initialise one of these progenitors and plot the evolution of the predicted neutrino spectrum across four time steps. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "### Time Evolution of the Energy Spectra" + "model = Fornax_2019(progenitor_mass=10*u.solMass)\n", + "model" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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QQWk/mdrq/MBpSwQRoX///pSUlNDU1JRSHrn2bZnExLrvFyZqa2pqoqSkhP79+6fl22yu+2C3Pj+0+eHXEg5cRaQ6hc8mETk8iXMcLCI/EZE3RKRZRFREJieYNk9EbhKRKhFpFZHVInJ+Imlz3SrxROlmbn12Ddf/aRWhkP9dN0pLS33P0xRM1ebH65RUK3UQcNoSJ51Xxrn2bZnE1LrvB6Zq86P7gs11H+zW56e2dO6lZLoKHAz8DdiR4PF5wKVA/yTOMQ24ECgF/gGcnkTaO4EbgW+H018MPCEin1DVv8VLmOtWiRfWbGNgQR7L127j+8+v41sfn+lr/gsWLPA1P5OwWZt7cg8mJmnLtW/LJDbXfZu1mVQ/MoHN+kzRlmzIe4eqXpnIB7gaSLbZ6TVVHaOqZwJPJJpIREbjBa33quoPVPVlVb0WeBm4t6/0uWyVUFUmjCjkqx+ZztXHT+GIg4f6fo6VK1f6nqcp2Kwt10/uNTU1fPnLX+bYY4+lsLAQEaGqqirmsa2trXz9619n3LhxDBo0iGOPPZbXXnut17xzrS2TmKTN5hZXm+u+zdqyXT8y4cdCoRD33HMPkydPZuDAgcydO5e//OUvgFn1329M0ZZM4HoLsDnRg1W1M5ymNok0qa4ndgZey+7ve2z/PTBHRKbES5zLVgkR4Z7z5vD5kw/hlk/M4sw5/q8DPG/ePN/zNAWbteW6tey9997j8ccfZ/jw4Zxwwglxj7366qt5+OGHueOOO/jrX//KuHHjOOOMM1i1alXM43OtLZOYpM0kW/zG5rpvs7Zs35OZ8GO33HILt912G1/60pd47rnnOOaYY7jgggv429/+ZnWdM0abqhr5AT4LKDA5gWPvBVoJT+8Vtf3ocB5nxUs/e/ZszRU1Dc0aCoW6f2/c0aj3vbhOt+9t9e0ca9as8S0v0zBRW3l5uS/5NDc3+5JPqnR1dXX//fDDDyugGzduPOC4VatWKaC//vWvu7d1dHTo9OnT9eyzz46Zd661ZZJMaIt3TwEr1EDflmlMrPt+YaK2oPo1v/3Ytm3btH///vqd73xnv/Snnnqqzpkzx/m2JEjVr9kyq8AIYHdYbDS7ovb3Sv/+yXTD9Y/Wji4++qNXWfL8uu5tdXta+e/llVRs3evbeaZMidvgHGhs1jZgwICcnj/RzvPPPvssBQUFXHTRRd3b+vXrx8UXX8zzzz9PW1vbAWmitYkIixcv5oc//CGTJk2iqKiIs846i+3bt7N9+3YuvPBChg4dyoQJE/je9763Xz5bt27l8ssvZ/z48QwYMIBx48bxiU98gu3bt6eoOn1yfd2iyZVvywY2132btWW7fvjtx55//nna29u59NJL90t/6aWXUlZWxpYtW+KeZ/LkyVx66aX87ne/Y8aMGQwaNIgTTjiByspKmpqauPbaaznooIMYM2YMX/va1/ZbtrmxsZEvf/nLTJw4kQEDBjBmzBhOO+00KioqEi2OtDDFt6UVuIb7lpqA4LWsxtoeO4HI50RkhYisqKuro76+nrq6Ompra2loaGDDhg20tLRQXl5OKBTq7nMUGe25cuVKQqEQ5eXltLS0sGHDBhoaGqitrSWSX1VVFY2NjVRUVNDZ2cnq1av3y+PRZf+mub2LMXl7aWtro7KykpEDvd4SZRu3sX37dqqrq9m7dy+VlZW0tbVRVla2Xx6R79WrV9PZ2UlFRQWNjY1UVVV1a1q7dm3WNEW+y8rKujXt3buX6urq7kDED02R61RWVmacJlXt7lsY6RMU+W5ubkZVaWlpoauri7a2Njo6Omhvb6e9vZ3Ozk5aW1sJhULdx/bMo6mpqTuPUChEa2srnZ2d3Xl0dHTQ1tZGV1cXLS0tfdoTySPanug8IvZE6JnHO++8w5QpUxCR/fKYMWMG7e3tVFRUdOcRsadnHr/97W956aWXuO+++7j//vv5xz/+wWWXXcYnP/lJZs+ezdKlSznjjDP41re+xVNPPdWt6bLLLuNf//oXS5Ys4dlnn+XHP/4xY8eOpbGxMSFNflyn3jT5eZ3a29t7vfd6YoJvy4YfqKiosE5T5Dq99957xmnq6Ojwpc60tbVlpc7E8m2RhRNi+YE1a9YwefJkCgsL98tj1qxZtLe3s27dOtra2njnnXcYMGAAEydO3M8PHHLIId3XJZ4mVeW1117jgQce4K677uJXv/oVGzZs4Pzzz+fiiy+muLiYRx99lM997nP86Ec/4he/+EV3Xl/+8pd5/PHHufnmm1m2bBk/+clPOOKII6ivrw+sb+vt3otLb02xiXyA6nTS95F3Ml0FvkcaXQXmzZvXa3N1Jvn6E6v08FuXaVvHvlcZoVBIZy5+Tm9/1r9XRbt27fItL9MwUZtfr9Q6Ojp8yccP4r1i++hHP6of+tCHDtj+4osvKqCvvfbaAfuitQF66KGH7rfthhtuUEDvvPPO/dKMGjVKr7jiiu5tRUVFev/996cqKyNk4rql+kotV74tG5hY9/3CRG02+DU//Ng111yjY8aMOeC4yspKBfSRRx6Ja8OkSZN0+PDhunv37u5t999/vwJ69dVX73fskUceqSeffHL379mzZ+sNN9wQN/9M4ve1S9Wv9TkdlogsirN7YF/ps8QaYABwCPBe1PZZ4e/yeImjW5OyRVdIWb52O6fOHE3/fvsavkWEySOL2Fjf6Nu5mpubGT58uG/5mYTN2nJxX6aCauxlAPWAnjv76Kntox/9KP367XNHM2d6U8KdccYZ3dv69evHtGnT2Lx53xjRo446iiVLlqCqnHrqqRx++OE5X27RpOtmki1+Y3Pdt1mbqfdkon6sr+Pi+b0Ixx57LEOH7ptBKJa/i2x/8803u38fddRRPProo4wcOZLTTz+dI488kvz8/D7P5xemXLtEugo8BVwP3BDjMzhzpiXFMqAduKTH9kuBd1V1Y/ZNis+qzbvZ1dTORw4bc8C+KSML2bI7vXXuozFtzWs/sVlbUBgxYgS7du06YHtDQ0P3/r7o+U860jcz1vbW1n11Y+nSpSxatIjvf//7HHHEEZSUlHDHHXcY42AdmcPmum+zNlNJ1I+NGDGChoaGAwLUyHGJPHCk6u9+8pOfcO211/LrX/+ao446itGjR3PDDTdYPe1dLBKpHZXA1ap6Ss8PUO+3QSLyKRH5FBCZgfnj4W0nRR3TKSK/ivxW1e3AfcBNIvJfInKyiPwMOBW4OYFz+isiAWaOHcxDly7gpOmjDtj3/U/N5bmvxp+2IxkKCgp8y8s0bNaW65bDRJk9ezYbN248wHmWl5fTv39/pk2bdkAav7SNHj2aBx54gNraWioqKrjiiiu49dZb+fnPf+5L/qlg0nUzyRa/sbnu26zN1HsyUT82e/Zs2tra2LBhwwHHAcyaNYtMUVxczD333MN7771HVVUVN998Mz/96U+5/fbbM3bOaEy5dokErr8BRvay7yEfbYnwRPhzXfj3g+Hf0VcmP/yJ5tvAXcBXgeeBDwMXqur/9HXCXLTOFA3ox8cOH8vQQQc6qOIB/cjL8+8GaWz0r9uBadisLSithosWLaKjo4Mnnti3ZkhnZydLly7l9NNPjzkSNRPaZsyYwd13383w4cN59913fc8/UUy6bibZ4jc2132btZl6Tybqxz72sY/Rv39/Hnvssf3S//73v+fwww9n0qRJWbF30qRJfO1rX2POnDlZ83emXLs++7iq6j1x9n3XX3NAVfuM2GIdo6pdeIHrXcmeM7pvXTbY2djGn97azPnzD2bs0AO7CW/d08p9L67n4qMncOTE9Ps5jRzZ23NH8LFZW7bvy1j8+c9/BvaNPn7uuecYNWoUo0aN4qSTvJcg8+bN46KLLuL666+no6ODKVOm8LOf/YyNGzce4Nwj+KFtz549nHbaaVxyySXMnDmTgoICnnnmGRoaGjj99GRWi/YXE65bBJNs8Rub677N2nJxT/rpxyKv5++55x4GDx7M/PnzWbp0KS+99BLPPPNMRvUde+yxLFq0iDlz5lBcXMyrr77K6tWrufzyyzN2zmhM8SdJWyEiJaqa8GpYQaC9vT2r53t1/Q6WPL+Ok6aPihm45ucJS1dsZua4wb4ErjU1Nd2dv23DZm3t7e0MGjQopzZccMEF+/3+whe+AMBJJ53EK6+80r39kUce4dvf/jaLFy9m9+7dzJ07l2XLljF//vyY+fqhbeDAgcyfP5+HH36YTZs2kZeXx4wZM3jsscc455xz0so7HUy4bhGy7duyic1132Ztuagffvux7373uxQXF3P//fezdetWZsyYweOPP87ZZ59NS0tLxvSdeOKJPP7449x77710dnYydepU7rvvPr7yla9k5Hw9McW3SSIj4PZLILJdVU2Zv9UXFixYoJEnsWzw5T++zRsbdvLmzR+J2SVAVZlz2wucP7+E2885PO3zdXZ2GvOk5Dcmalu7di2HHXZY2vn0NnrVBpy25Ih3T4lIqaoujLUv274tm5hY9/3CRG3OryWGzfr81paqX0tl6KJ1VyR61F6m6Qop/6jcwUnTR/Xaj1VEmDKyiI07/RkpuGbNGl/yMRGbtbW0tOTahIzhtGWHbPq2bGNz3bdZm0n1IxPYrM8UbakErsk10QaAbDZ9r9q8m93NHZw848DZBKKZPLKIqvomX845d+5cX/IxEZu1FRYW5tqEjOG0ZQcTXutlCpvrvs3aTKofmcBmfaZoc5PFQVbnQNuwo5FBBfmceGj8wPXQ0cX0yxe6Quk/J9j6qhDs1hZZEs9GnLbsYPP8jjbXfZu1mVQ/MoHN+kzRZlYnmhyRzaeICxdOYNHc8QwsiL/axVc+cihf+cihvpxzwYIFfR8UUGzWVlRUlGsTMobTlh1MaSHJBDbXfZu1mVQ/MoHN+kzR5lpcyX6rRF9Bq9/Y/PRuszZTnm4zgdOWHVyLazCxWZtJ9SMT2KzPFG2pBK6b+z4kWGSrVWJ5+TbOffB1anf33cG5taOLy371fzyxIv3itvnp3WZtpjzdZgKnLTu4FtdgYrM2k+pHJrBZnynakg5cVdW6GpWtkXL/fK+etXV7GVV84EpCPRlYkM87NXtYtXl32uctKytLOw9TsVmbza1lTlt2MGUUcCawue7brM2k+pEJbNZniraEA1cR+bWInJhJY3LFwIEHLgKQCf61oZ6jJo+gf7/Ein3yyCI2+jCzwPTp09POw1Rs1pat+zIXOG3ZwSRb/Mbmum+zNpvvSbBbnynakmlxvQh4WUQ2isjtIjItU0Zlm2ysLrP9/VbWb2vkuEMSX8rvkFFF/GdH+oFrdXV12nmYis3abF71yGnLDibZ4jc2132btdl8T4Ld+kzRlkzgOgb4LFAFLAbWicg/ReQaERmaCeOyRTZWKHljw04AjjvkoITTTBtdzNa9rTS2daZ17jFjxqSV3mRs1lZQUJBrEzKG05YdTFt9yU9srvs2azOpfmQCm/WZoi3hwFVVG1X1EVU9BZgM3AKMAH4O1InIH0Xk4yISuJkKurq6Mn6Og4oGcNaccRxekniMf/j4oRwzdQR7WjrSOvfu3en3kzUVm7V1dqb3wGIyTlt2yIZvyxU2132btZlUPzKBzfpM0ZbS47iqbgbuBu4WkaOBzwAXhj/bReQxVb3RPzMzS15e5mPt4w8dyfGHJt5NAODE6aM4cXr8hQoSwZR+KZnAZm3ZuC9zhdOWHUyyxW9srvs2a7P5ngS79ZmiLW0rVPVNVf0SUALcB4wGbkg3X5t4v7WD+sa2XJvhcMTl7LPP5qKLLur+/eabb1JYWGjM3H1BwpWlw2EOrj76hwllmXbgKiLTROQOYB1ewPo+8Ot0880moVAoo/k/9+5WFt61nP/saEw67dWPvsVX//R2WudvbW1NK73J2Kwt0/dlT0pKSqitre3+ffTRR1NcXMzy5ct9P1e2tWWTUCiU1bLsyxZbsbnu26wtF/ek823+YIpvS6mrgIiMwJtl4DPA0YACy4FvA0+paqBqXX5+Zley+vd/dnJQUX+mjEx+8l4RYW3d3rTOP2zYsLTSm0xQtF308zcO2PaJI8Zx2bGTaWnv4opH3jxg/3nzx3PRUZPY1dTO539/4Eo6lx4zibPnjmfL7hZuWLpqv31Lrz02aRtLSoHo87kAACAASURBVEpYtmzZftuKiorYsWNH0nn1RaqDhr735veo2FXhszXxmTliJt88+psJH9+vX7+slmU8Mu3bcklQ6n4qBElb8r5N+dSCCVywcILzbVE435Y4yczjWiAi54rIU8AW4AFgMHATMFFVP6aqfwxa0AqZ73BcuqmBBZOGIyJJpz1kdBFV9c10dqX+FLdt27aU05qOzdq6OrM7sKakpIQtW7agqgBUVlayadMmTjjhBN/P1dGR3oBDk+no6MhqWcbDlMEUmcDmum+ztlBIs35O59v8wRjfpqoJfYCdQBewA/gJsDDRtKZ/5s+fr5li294WnfTNv+rPX30vpfRL36rWSd/8q27c0ZiyDa2trSmnNR0TtZWXl/uST1dXly/5JMqyZcsU0G3btmkoFNIzzzxTFy1apKqq69ev17POOksXLFigxx9/vNbV1aV1rmxryyZdXV1xy/K4447TN954Q1VVr7nmGl2yZEmfeca7p4AVmgPflmtMrPt+YaK2oPo1Vefb/MJv35aqX0umj+s/gE8B41X1y6q6wsf4Oadksj9RaVUDAAsnj0gp/SGjigH4T33y/WMjrF+/PuW0pmOztmz3cyspKQGgpqaG2267jTVr1vDLX/6StrY2rrvuOh588EFWrFjB5ZdfzgMPPJDWuWzuw9fa2tprWQLceuut3H333fz4xz+mo6ODG2/M3AQsNpezzXXfZm25uCedb/MHU3xbwp0xVPWTGbHAAAYNGpSxvOdPGs73zp/D4eNTW6Nh2qhizjuyhGGF/VO2Yc6cOSmnNR2btRUWFmb1fBGHtHjxYsrKynj11VcZNWoUS5cuZe3atSxatAjwVk+5+OKL0zpXtrVlk8LCwl7LEuD0009n8eLFPPnkk7zwwgsZtSWTvi3X2Fz3bdaWi7rvfJs/mOLbUl5WRUSOxFuE4ERgGHC0qq4UkbuB11R1WdwMDKK5uTljeY8ZMpCLjpqYcvqhhQX86KJ5adlQWlrKggUL0srDVGzW1tTURFFR8gP6UmX48OEUFhZSWVnJa6+9xpQpUwAoKytjyZIlXHLJJb6dK9vasklTU1OvZQmwcuVK6uvrOfzww+nfP/UH0kTIpG/LNTbXfZu15aLuO9/mD6b4tpSmwxKR44E3gJnAH3rkEwKuS9+07JGpJ6SW9i6WvlXN9r3pvTpQVfY0p97h21YHCHZry4Xza2pqorKycj9nNHbsWF588cXuzvhlZWVpn8dWxw77tMUqyy1btnDVVVexfPly6urqWLVqVW/Z+ILNrT82132bteWq7jvflj6m+LZU53G9F3gemA38V499K4H56RiVbTLVKrFq826++Zcy3t2yJ618bnt2Daf88JWU05eWHjjdiC3YrM2UybGvvPJK9uzZw2GHHca8efN45JFH0s7TFG2ZoDdtLS0tXHDBBdx///1MnTqVm2++mTvvvDOjttje4morNmszqe4735Ycpvi2VLsKzAfOU1UVkZ5zW9QD6a9TmkUy1SpRumkXAPMnDk8rnwkjCtnV1M6upnZGFCXf/G7z07vN2kx5ci8qKuKpp57yPU9b6U3boEGDeP3117t/n3vuuZx77rkZtcW1uAYTm7WZVPedb0sOU3xbqi2urUBvHnEckF4TY5ZpaWnJSL4rNjVw6OjitAZWQdTMAimsvAWwevXqtM5vMjZrs7m1zGnLDpnybSZgc923WZtJ9SMT2KzPFG2pBq7/BK4XkehlWSItr1cDL6VlVZYZOHCg73mGQkrppoaUp8GKJhK4bkgxcJ09e3baNpiKzdpsHhHutGWHTPg2U7C57tuszaT6kQls1meKtlQD11vwugusDv+twOUi8jJwDHC7P+Zlh7a2Nt/z/E99E++3drJwUnrdBABKhg9iQL88KrelFri+9957adtgKjZrs30+QFsxSVsmfJsp2Fz3bdZmUv3IBDbrM0VbSoGrqq7GmwZrG/BtQIAvhXefpKrrUslXRCaIyJ9FZI+I7BWRJ0UkobmkRGSiiPxGRKpFpFlE1ovIXSLSZ4eTTEzbMG10MSsWn8YZh49NO6/8POEbH5vJqTNHp5T+4IMPTtsGU7FZW6anSsolTlt2MMkWv7G57tuszeZ7EuzWZ4q2lOdxVdWVwEdEZCAwAtitqil3gBCRQrwuBm3A5XituHcBL4vIEara61C9cHC6HCjAawGuBo7Ca/k9FLgo3rkztZ73yOIBvuV19fFT+j6oF+rr6ykuLvbNFpOwWVtnZyf5+fl9HxhAnLbskCnfZgI2132btZlUPzKBzfpM0ZZy4BpBVVuBLT7Ycg0wFZihqu8BiMg7QCVwLfCjOGk/jBegnqGqkeUaXhaREcCNIlIYL6jOy0u1x0TvPLOqlpqGFr54yjRf8mvt6GLd1veZMXYwAwuSu3FsdYBgt7ZM3Jem4LRlB5Ns8Rub677N2my+J8FufaZoSzhwFZFTk8lYVZMdoLUI+HckaA3nsVFEXgfOIX7gGmm/3ttj+2687hDSh61Jmto3z6/Zyrqt7/sWuL62fgef+10pT33hOI5Mcnqtjo7UFy8wHZu1ZeK+NAWnLTuYZIvf2Fz3bdZm8z0JduszRVsyLa7L2TdzQG+BoIb3KZBse/Js4JkY29cAFyRgWyXwPRH5PF5XgaOBrwIPxetmkCnq9rQydqh/I3qnjxkMQOW2xqQD11Ao5JsdpmGzNofD0Ts2132btTkc6ZJsV4H3gb+EP34HgyOAhhjbdwFxIzVVbQ0vQ/sXvEA3wi/ZN2isVzLR/L1tTyvHHjLSt/wmjChkQL881m97P+m0Nk9CbrM2U17LZAKnLTuYZIvf2Fz3bdZm8z0JduszRVsyVpyCFxieD/wJuArIV9VXY31StCdWO3Tc1/wA4QFiS4HRwGXAScDX8QZlPdBLms+JyAoRWbF161bq6+upq6ujtraWhoYGNmzYQEtLC+Xl5YRCIVauXAnsW4pv5cqVhEIhysvLaWlpYcOGDTQ0NFBbW0tN7Ra27W1lkLbS2NhIRUUFnZ2d3ZNKR/KIfJeVldHW1kZlZSV79+6lurqa7du3s337dqqrq9m7dy//2fAeU0cWsnJDXcw8Vq9eTWdnJxUVFTQ2NlJVVdWtaePGjWlrqquro76+nqqqKt80VVZW0tbW1r0+dDKaItepsrLSOE2q2j1Rc2SJvMh3c3MzqkpLSwtdXV20tbXR0dFBe3s77e3tdHZ20traSigUorW1FVU9II+mpqbuPCLHdXZ2dufR0dFBW1sbXV1dtLS09GlPJI9oe6LziNjjh6aIPZGJ8W3SFEkbrc0vTe3t7b3eez3JpG8zyQ9UVVVZpylynWpqaozT1NHR4Uud6ejoOKDO2OQHnG9LTlNv9148JNk+C+Eg8Ty8APE0oA54DPitqq5NKrP9890GPK2q1/bY/iBwgar2uoysiHwR+CkwTVU3RG2/BvgFMC88hVdM5s+frxGn4Ac7G9s47t6XWPyJWVx2zCTf8r3+T2/z5sZd/OumjySVrqWlxZiJg/3GRG1r167lsMMOSzufUChkzBOu3zhtyRHvnhKRUlVdGGuf377NJEys+35hojbn1xLDZn1+a0vVryVtgaq2quofVPXjwETgfuBM4F0R+Wmy+UWxBq+fa09mAeV9pJ0DNEQHrWHeDH/HrW3t7e0JGZgoBxUPoOLOj/Hpoyb4mu9Vx0/hBxfMTTrdxo0bfbXDJGzWls3J40Wkz4+f2Dwxfn5+flbLMh5++zaTsLnu26wt23Xf+Tb/MMW3pRs67wSqwh+lj76offAscIyITI1sEJHJeFNdPdtH2q3AcBHpOYT/Q+Hv2niJM7EsoojQL9/fp64jDh7GcdOS7zc7c+ZMX+0wCZu1ZXO5TlXt8+MnNi9FGgqFslqW8bC5nG2u+zZry/Y96Xybf5ji21KKrETkwyLyEF43gd8AjcBZeN0HUuVhvAD4GRE5R0QW4c0ysBn4edS5J4lIp4h8Jyrto3gDx/4mIpeLyCki8nXgB0Ap8Hq8E0f6XvjFi+XbuPGJ1bS0d/mab0dXiOfXbKV8S89Zv+KzatUqX+0wCZu1+X1fmoTTlh1MssVvbK77Nmuz+Z4Eu/WZoi3hwFVEponI7SKyAXgNmAHcCIxV1UtU9XlVTXkOj/CUVacC64Hf4fWb3QicqqqN0abgTbWVF5W2CjgGWIW32tbf8BY0+AXw0b7s8nsE58rqBp5ZVcuAfv62uOaJ8JU/vs1Tb9cklW7+/Pm+2mESNmsrKupztWJfOfvss7noon2LzL355psUFhZ2d6L3k2xryyZFRUVZLct42Dw63ea6b7O2XNR959v8wRTflkxktR5vXtRX8QZlXR3+e7SITO35ScUYVa1W1fNVdYiqDlbVT4aD0uhjqlRVVPW2HtvLVfVCVZ2gqoNUdbqq3qiqsabY2g+/nyK27Wll9OCB5OX5298jP084ZFQx67c19n1wFJGRozZis7ZsBzklJSXU1u7rVXP00UdTXFzM8uXLfT9XtrVlk6ampqyWZTxMaSHJBDbXfZu15aLuO9/mD6b4tmTncR0CXAFcnsCxuV/QNkH8bpXwe/GBaKaPKebNjbuSSrNgwYKM2GICgdH2yFl9HzP9DPjwV7qPL5r3/+DIS6BpJzz+mb7TRx9fdFDSJpaUlLBs2bL9thUVFbFjx46k8+qLdFolNl32GYaeey7DzjsX7eig+qqrGXbBpxi6aBGhlhY2f+5ahn/6YoaceSZd779PzRe+yPDLLmXI6afT2dBA7Ve+yogrr2TwqafQuWMHtf/1NQ763DUUn3ACHXV1bPnGNxn5+esoOu442jdvpv+E5AZZFhUVZbUs42Fzi2tg6n4KBEpbkr6t6PEL9/dVzrd143xbYiQTuF6ZMStyjO8trntbOWzcEF/zjHDomME8vWoL77d2MHhgQUJpVq5cae2rJ5u1tbW3MSCL5yspKWHLli2oKiJCZWUlmzZt4oQTTvD9XE1NTda+Uou0SmSrLONhc4urzXXfZm1doa6st2o53+YPxvi2REbc2f5ZsGCB+snH//s1/d5za33NM8Lz79bppG/+VVdu2pVwmq6urozYYgImaisvL/cln1Ao5Es+ibJs2TIFdNu2bRoKhfTMM8/URYsWqarq+vXr9ayzztIFCxbo8ccfr3V1dWmdK9vaskkoFIpblscdd5y+8cYbqqp6zTXX6JIlS/rMM949BazQLPk2kzCx7vuFidqC6tdUnW/zC799W6p+LdmuAlbS2trqa35/+2rmnjyOmzaSl752EpMOSvyJrqKiglmzZmXMplxis7bW1tasTkJeUlICQE1NDQ888ABr1qzhrbfeoq2tjeuuu45HHnmEiRMn8stf/pIHHniAO++8M+VzZVtbNmltbe21LAFuvfVW7r77bk477TQ6Ojq48cYbM2qLrdhc923Wlou673ybP5ji21zgCvTv3z/XJiRM8YB+FI8qTirNlClTMmRN7rFZ24AB2ewosM+5L168mLKyMl599VVGjRrF0qVLWbt2LYsWLQK8Se0vvvjitM6VbW3ZZMCAAb2WJcDpp5/O4sWLefLJJ3nhhRcyakuQfFuy2Fz3bdaWi7rvfJs/mOLbXOAKdHR0+JbXiqpd3Ld8PXd9cg5TRmamn8uyd+uoaWjhsyckNnnDli1bOOSQQzJiS66xWVt7e3tWJ7MePnw4hYWFVFZW8tprr3X/8ywrK2PJkiVccsklvp0r29qySXt7e69lCV7/xfr6eg4//PCMB5Z++jbTsLnu26wtF3Xf+TZ/MMW32bmgbpL06+df/L5hRyOvv7eTfj5PhRXNq+t38MDL7yW8SsWIESMyZkuusVmbn/dlojQ1NVFZWbmfMxo7diwvvvhi9/1WVlaW9nlyoS1bRLTFKsstW7Zw1VVXsXz5curq6jI+0bzN5Wxz3bdZW67uSefb0scU3+YCV7xlzPxi6x5vneIxQzL3xDVjzGAamjvY/n5iayLbPLLYZm1+3pfpcOWVV7Jnzx4OO+ww5s2bxyOPPJJ2nqZoywS9aWtpaeGCCy7g/vvvZ+rUqdx8881p9aVLxxYbsLnu26zNpHvS+bbkMMW32ftokCO27m3loKL+9Pd51axoZoan2qrY+n5CAXJenr3PJzZrM4WioiKeeuqpXJsReAYNGsTrr+9bffrcc8/l3HPPzaFFwcbmum+zNpNwvs0fsu3b0qodIjLaL0NyiYh/r/W37mnJ2OIDEWaOHQxARd3ehI4vKEhsvtcgYrM2P+9L03DasoNJtviNzXXfZm0235Ngtz5TtKX7WLfCFytyjJ9N+2OHDmTehGG+5ReLYYX9GTd0IFv3JjbVTWNjckvEBgmbtX0QXznZgEnaTLLFb2yu+zZrs/meBLv1maKtz64CIrIozm4rhs752Zn6nvOO8C2veLx848kMLEhs/ZGRI0dm2JrcYbO2D0InfxsxSZtJtviNzXXfZm0235Ngtz5TtCXS4voUcD1wQ4zP4MyZlj3a29tzbULSJBq0gjdRsK3YrC2I92WiOG3ZwSRb/Mbmum+zNpvvSbBbnynaEglcK4GrVfWUnh+gPsP2ZQW/Jgyu29PCqT98hb+v3eZLfvEo37KXz/7mLf6zo+9XStOmTcu4PbnCVG2JTlUWD1vnAgSnLRnSuZdsngzd1LrvB6Zqc36tb2zW56e2dO6lRALX3wC9vbd4KOUzG4RfyyLueL+N/+xowoe63ScisHztdt7d0vcArTVr1mTeoBxhorb8/HxfJn5vaWnxwRozcdqSyy/VwTo2L/lqYt33CxO1FRQU+HJv21z3wW59fmpLx6/1Gbiq6j2q+lYv+76b0lkNw691hXc2es3oI4ozv8ziIaOK6ZcnrNvad+A6d+7cjNuTK0zUNmzYMLZt25Z2R/bCwkKfLDIPp61vVJXm5mZqa2sZPTq1CVxsXTMdzKz7fmGittGjR1NbW0tzc3NarWU2132wW58f2vzwa0n3tBWRElWtTelshuLXZM87m7zAdWRR5l/P9e+Xx9RRRVTUvd/nsaWlpSxYsCDjNuUCE7WNHDmSmpoa1q1bl1Y+7e3t1q4177QlRkFBAWPGjGHIkCEppbd5InsT675fmKgtcg9u2bIlrTdKNtd9sFufX9rS9WupDBF7G7Bi/tYIfj0h7Wz0VrI6KAstrgAzxw6hdFNDn8eZ5gD9xERteXl5TJw4MddmOBxWt/6YWPf9wlRtQ4YMSTnYcDj8IpV5XM2YgdZH/GqVGDt0ICfPGEVh/8RH/KfDkROHMX7YQNo747+SLi0tzYo9ucBpCyZOW3awvcXVVpy24GKzPlO0SbJ9VURku6pa1eK6cOFCXbHCirUUHA7HBwwRKVXVhbH2Od/mcDiCSDy/5hZExu5RgABlZWW5NiFjOG3BxGnLDjb7NpPK2W+ctuBisz5TtLnAFf/mJrvo52/w9SdW+5JXolz5yJt8+6n4N9P06dOzZE32cdqCidOWHWyeU9KkcvYbpy242KzPFG0ucMW/1SA272omlIU5XKMJKbxdvTvuMdXV1VmyJvs4bcHEacsOpqx0kwlMKme/cdqCi836TNGWSuC62Xcrcowf6++qKvVN7YzM0owCEWaNH0Ll9vfjDtAaM2ZMFi3KLk5bMHHasoMpa4tnApPK2W+ctuBisz5TtCUduKqqmfN0pEFXV1faeTS1d9HeGcraVFgRZo0bQkeXUrm99/lcd++O3yIbZJy2YOK0ZQc/fJupmFTOfuO0BReb9ZmiLaWuAiKSJyL9emw7Q0S+JiJH+mNa9sjLS7/HRPccrllYfCCaWeO9OfXK4yz9anM/N6ctmDht2cEP32YqJpWz3zhtwcVmfaZoS/U90h+BNuAzACJyHfBgeF+HiJylqst9sC8w9MvP41MLDubQMcVZPe/kg4pYNHc8Y4eacUM5HA6Hw+FwZIpUH8ePAf4W9fvrwC+BocCTwLfTtCurpLumPEDJsEH84IK5HHHwMB8sSpz8POHHnz6SEw4d1esxra2tWbQouzhtwcRpyw5++DZTMamc/cZpCy426zNFW6qB62igFkBEpgFTgJ+q6vvAI8Acf8zLDvn56a901dkVItnFHPykvrGt1/MPG5bdYDqbOG3BxGnLDn74NlMxqZz9xmkLLjbrM0VbqoHrXuCg8N8nA/Wq+k74dxeQ0ntrEZkgIn8WkT0isldEnhSRhBd9F5HDROQJEakXkRYRWSciX+0rXWdnZyrm7sdDr25gxi3LaOvM/mCIP5fWsPCu5dQ0xJ5sfNu2bVm2KHs4bcHEacsOfvg2UzGpnP3GaQsuNuszRVuqfVz/BXxLRDqB69m/28A0oCbZDEWkEHgJr+/s5YACdwEvi8gRqtrUR/qF4fSvAJ8F9gCHAn12Ou3fP/2ZAHY2tdM/P48B/bLfwjFttCdxzZa9TBhReMD+iRMTjv0Dh9MWTJy27OCHbzMVk8rZb5y24GKzPlO0pdri+g1gBPAsXuvqbVH7LgLeSCHPa4CpwCdV9WlVfQZYBEwCro2XUETygN8Af1fVReH0L6vqL1T1R32d2I9+Gzsb27M+FVaEGWMGkydQXhd7ZoH169dn2aLs4bQFE6ctO5jSJy0TmFTOfuO0BReb9ZmiLaUWV1WtBKaLyEGqurPH7q8CW1PIdhHwb1V9L+o8G0XkdeAcIF4AejIwC7guhfMyaNCgVJLtx86mNg4qyk3gOqh/PlNHFVO+ZU/M/XPmBKrLcVI4bcHEacsOfvg2UzGpnP3GaQsuNuszRVtak/zFCFpR1TJV3ZFCdrOBd2NsX4MXlMbj+PD3QBH5t4h0iMh2EfmxiPTpuZubm5M09UB2NrYzIstzuEYze/wQ3q2N3eJaWlqaZWuyh9MWTJy27OCHbzMVk8rZb5y24GKzPlO0mTQ79QigIcb2XcDwPtKOD38vBV4APgp8H6+v6x9iJRCRz4nIChFZsWfPHurr66mrq6O2tpaGhgY2bNhAS0sL5eXlhEIhVq5cCey7cCtXriQUClFeXk5LSwsnTBzIiVMHU1tbS11dHfX19VRVVdHY2EhFRQWdnZ2sXr16vzwi32VlZbS1tVFZWcnevXuprq5m+/btbN++nerqavbu3UtlZSVtbW2UlZXFzGPh8Hau/8g0yteupbGxkaqqqm5NY8eOTUnThg0baGhoyJmm1atX09nZSUVFxQGaItdp2LBh1mmKXKdBgwZZpylynUTEOk2R6xQhW5p64rdvM/VajB8/3jpNkes0depU6zRFrtOsWbOs0+R8m/+a4iG5nMIpGhFpB36oqjf12P5d4Juq2mu3BhH5BV4f2Z+o6leitn8TuBeYrarlvaWfNWuWlpf3ujvwlJaWsmCBdSv1Ak5bUHHa/ENESlV1Yax9Nvs2dw8FE5u1gd36sqktnl8zqcW1Aa/VtSfDid0SG02ky8KLPba/EP6eFy9xYeGBI/GTobMrRENTO6FQbh8CKrbujbn0q62VCJy2oOK0ZYd0fZvJmFTOfuO0BReb9ZmizaTAdQ1eP9eezAL6ajJYE/7uGTlK+Dvu8jEtLbHnP02Uqp3NHHnnizy7ekta+aTLF36/kv9efuCov0gTvY04bcHEacsO6fo2kzGpnP3GaQsuNuszRZtJgeuzwDEiMjWyQUQmAx8O74vHc3jzv36sx/Yzwt8r4iUeODCl9RK62dnYBsDI4twNzgI4vGQo79YeOLPA7NmxngfswGkLJk5bdkjXt5mMSeXsN05bcLFZnynaTApcHwaqgGdE5BwRWQQ8A2wGfh45SEQmiUiniHwnsi08u8E9wHUicreInCYi3wK+A/wmeoqtWLS1taVl+M6mdoCczeMaYU7JULbsae0OpCO8915c+YHGaQsmTlt2SNe3mYxJ5ew3TltwsVmfKdpSmsdVRF6KszuEt2pVKfArVU1ojTBVbRKRU4H7gN/hveb/O3C9qjZGnx7I58Cg+w7gfeALwI1AHbAEuLOvc6e7uowpgevskiEAlNXu4eQZo7u3H3zwwbkyKeM4bcHEacsONq+cZVI5+43TFlxs1meKtlRbXAWYgTfx/yS81bMmhX8fBkwBbgHeFZG+5mDtRlWrVfV8VR2iqoNV9ZOqWtXjmCpVFVW9rcd2VdUfqeo0Ve2vqpNU9Tuq2tHXedNdzzvSwjmiMLf/JA4vGQpwQHeB+vr6XJiTFZy2YOK0ZYd0fZvJmFTOfuO0BReb9ZmiLaUWV7xVrP4bWKCqb0c2isgC4HHgdrwW1xeA7wLnpmlnRsnLS6/HxLFTD6L/x/Lol5/bnhdDBhbwh2s+xGFjh+y3vbi4OEcWZR6nLZg4bdkhXd9mMiaVs984bcHFZn2maEs1cL0LuC06aAVQ1VIRuR24S1XniMgS4AfpGplp0p3L9kNTD+JDUw/yyZr0OO6QkQds6+jos9E5sDhtwcRpyw6mzNOdCUwqZ79x2oKLzfpM0Zbq4/h0oLc24x3AtPDfG4CiFM8RGDbtbDpgQFSu2LyrmQdfeY/dze3d20KhuLOBBRqnLZg4bY50sbmcnbbgYrM+U7SlGrhW4S2nGovPhfcDjGTf4gDGku7rtM/+ZgWLn37XJ2vSY/OuZr6/bB2ra/b1c7V5EnKnLZg4bdnB5q4CJpWz3zhtwcVmfaZoS9Wr3QF8UkTeEZFbReTz4e93gHPw+rgCnAb8nx+GZpJ0BzA0NHcwLMcDsyLMDg/QKqvZ3b1t165duTIn4zhtwcRpyw42D84yqZz9xmkLLjbrM0VbSn1cVfWPIrIDL4C9GSgAOvAm+j9dVZeHD/0voMsPQzNJQUFBymlVlT0t7QwrTD0PPxk6qIApI4t4J6rFdfz48Tm0KLM4bcHEacsO6fg20zGpnP3GaQsuNuszRVvSLa4i0l9EngLaVfU4YBAwFhikqh+OClpR1dZEpqPKNe3t7X0f1AtN7V10dCnDDQlcAeYePJTVUS2uGzduzKE1mcVpCyZOW3ZIx7eZjknlUQ9bngAAIABJREFU7DdOW3CxWZ8p2pIOXFW1Ha8LQF74d0hVt6uqGb12UyCdZREjg6CGDTKjqwDA3AnDaGjuYFd4YYSZM2fm2KLM4bQFE6ctO9i85KtJ5ew3TltwsVmfKdpS7eP6OnCMn4bkkubm5pTTDhlUwL3nzWHh5OE+WpQeFx81kXdvO4MRRV4wvWrVqhxblDmctmDitGWHdHyb6ZhUzn7jtAUXm/WZok1SmedPRGYDTwP3h7/rgP0yClIL7MKFC3XFihW5NsPhcDiSRkRKVXVhrH3OtzkcjiASz6+l2uJaBhyCF7huAtrxBmdFPoHqWJVOq8T291tZvXk37Z1mxem/+udG7vifcgBKS0tzbE3mcNqCidOWHWxucTWpnP3GaQsuNuszRVuqLa630aOFtSeqenu8/SaRTqvE7/69iVuefpc3b/4Io4eY05/s5qfK+J/VW1j9ndPJy5Ncm+NwODKEa3F1OBy24XuLq6repqq3x/ukZ3J2SadVYk94cNZQg2YVAJh38DDeb+1k484mVq5cmWtzMobTFkyctuxgc4urSeXsN05bcLFZnyna7F1WJQnSWQ2iobmDwv75DOiX76NF6TN3wjAAVm/ezbx583JsTeZw2oKJ05YdTFnpJhOYVM5+47QFF5v1maIt5cBVRI4UkSdFpF5EOkVkfnj73SLyMf9MzDytra0pp93d3MFwQ1bNimba6GIK++fzTs0eKioqcm1OxnDagonTlh3S8W2mY1I5+43TFlxs1meKtpQCVxE5HngDmAn8oUc+IeC69E3LHv37px547m5uZ+ggs7oJAOTnCSfPGMWAgjymTJmSa3MyhtMWTJy27JCObzMdk8rZb5y24GKzPlO0pdriei/wPDAbb1nXaFYC89MxKtt0dKS+uNcXTpnGTWeaMSlvTx68ZAE3ffwwtmzZkmtTMobTFkyctuyQjm8zHZPK2W+ctuBisz5TtPVLMd184DxVVRHpObtAPTAqPbOyS79+qRYDLJhkzsIDvTFkmPk2psqIESNybULGcNqCiUna0vFtpmNSOfuN0xZcbNZnirZUW1xbgd56/Y8D9qSYb04IhVKfg/Xlddupqm/y0Rr/aO3o4tQfvsLD/6jKtSkZw+ZR005bMDFJWzq+zXRMKme/cdqCi836TNGWauD6T+B6EYkeSh9peb0aeCktqwKCqvLZ36zgidLNuTYlJgML8inq34//q96ba1MyRl6evRNjOG3BxGZtJmFzOTttwcVmfaZoS9WKW/C6C6wO/63A5SLyMnAMEKh5XEVSm6C/sa2TrpAybJC5AyBOmTGKsrom9jTb2detoMC8gXF+4bQFE5O0perbgoBJ5ew3TltwsVmfKdpSXYBgNXAisA34NiDAl8K7T1LVdf6Ylx1SfZ22OxwMmrb4QDQnzxxNSOG1yh25NiUjNDY25tqEjOG0BROTtNncVcCkcvYbpy242KzPFG0pt/uq6kpV/QgwGDgYGKKqp6jq275ZlyVSHcAQCVyHGTgdVoS5Bw9j2KB+vLxue65NyQgjR47MtQkZw2kLJiZps3lwlknl7DdOW3CxWZ8p2tLusKCqraq6RVXN6LWbAu3t7Sml293ipRteZG5Xgfw84dK5w/jY7LG5NiUj1NTU5NqEjOG0BROTtKXq24KASeXsN05bcLFZnynaRLXnbFYfPBYsWKClpaVJp9vT3MGaLXs4/OChDBlobqtrZ2entS0vTlswcdr8Q0RKVXVhrH2p+rYg4O6hYGKzNrBbXza1xfNrZgwRyzGpLos4tLCA46aNNDpoBVizZg0bdjSysroh16b4zpo1a3JtQsZw2oKJSdpsXvLVpHL2G6ctuNiszxRtrsUVWLhwoa5YsSLpdGU1e9i0q4mz5owzfvTueQ++TpfCM1/8cK5NcTgcPhKvZSJV3+ZwOBy5xLW49kGqk+o+vaqWb/75HeOD1tLSUk6ZMZp3anazba9dLTC2vgYFpy2omKTNlAnDM4FJ5ew3TltwsVmfKdqMClxFZIKI/FlE9ojIXhF5UkQmppDPTSKiIvLPRI4vLOxtEbD4NDS3M6zQ3IFZERYsWMDH54xDFf73nbpcm+MrCxYsyLUJGcNpCyYmaUvVtwUBk8rZb5y24GKzPlO0GRO4ikgh3opbM4HLgcuAQ4GXRaQoiXym4s0tm/D8T6m2Suxp7mCYwXO4RigtLWXa6GIOGzeEv76zJdfm+IopT4CZwGkLJiZpcy2uwcRpCy426zNFW5+Bq4hMEZG/i8h/RORHIjIwat+bPtpyDTAV+KSqPq2qzwCLgEnAtUnk8zPgMWBtognSa3E1P3CNPCV94ohxlNXuYWdjW44t8g9TngAzgdMWTEzS5lpcg4nTFlxs1meKtkRaXB8EngQuAEYAfxeRweF9fkZti4B/q+p7kQ2quhF4HTgnkQxE5P/hLUV7UzInbmlpSebwbna3dASiq0BZWRkAl35oEm99+zQOKh6QY4v8I6LNRpy2YGKStlR9WxAwqZz9xmkLLjbrM0VbIhNyjVHVB8J/XyEiN+EFrx8F/JySYDbwTIzta/CC5riIyHDgPuAbqrormQFTAwcO7PugGPzq8qPIN3xgFsD06dMBs5emTZWINhtx2oKJSdpS9W1BwKRy9hunLbjYrM8UbYm0uO7XPKeq9wCPA3/HW+7VL0YAsSYa3QUMTyD9EmA98GiyJ051dZkpI4uYeJD5r+Kqq6u7/363dg8XPPQvNu1syqFF/hGtzTactmBikjabV84yqZz9xmkLLjbrM0VbIoHr+nDrajeq+gPgD8AhPtsTqwW3zyZNETkB+AzweU1wYloR+ZyIrBCRFbt27aK+vp66ujpqa2tpaGhgw4YNtLS0UF5eTigUYuXKlcC+zslvvFnKL/+xgWX/WkVLSwsbNmygoaGB2tpa6urqqK+vp6qqisbGRioqKujs7GT16tX75RH5Lisro62tjcrKSvbu3Ut1dTXbt29n+/btVFdXs3fvXiorK2lra+tuqu+Zx+rVq+ns7KSiooLGxkaqqqq6NQHdmgblh3irqoH/Wb3lAE0rV64kFApRXl5uvKbIdero6Ih7nYKoKXLvNTY2Wqcpcp127dplnabIddq5c2dWNfUkXd8WlGuRn59vnabIdRo0aJB1miLXaejQodZpcr7Nf03x6HMBAhEZAKCqB4zoEZESVa2Nm0GCiMg24GlVvbbH9geBC1R1VJy05cCr7N+39a9APvBxoCWW/RGOOOIIfeedd5Kyt3pnMycueZklnzqCCxZOSCpttqmurmbixH2zip334Os0t3ex7PoTc2iVP/TUZhNOWzDJtrZ4E3Wn4tuCgruHgonN2sBufdnUltYCBKra1jPoE5H88D5fgtYwa/D6ufZkFlDeR9rDgOvwuhpEPh8Gjgn//fl4ifPykp8VbHeL9wpueAAGZ/Xs53bOvBIqtr5Pxda9ObLIP2zuw+e0BROTtKXi24KCSeXsN05bcLFZnynaEpkO66qov8eLyL+ANhFZJSKH+mjLs8Ax4XlYI+ebjBeAPttH2lNifFYD74b//rOPdgLQ0NwBEIjpsHpy1hHjyM8Tnn7brjldHQ6Hw+Fw2E0ij+Nfivr7buA5YBjwEN4ofr94GKgCnhGRc0RkEd4sA5uBn0cOEpFJItIpIt+JbFPVV3p+gN3AnvDvmngnDoVCSRu7u9lrcQ3CdFitrfsv8zqyeACfPWEKh43zc2xdbuipzSactmBikrZUfFtQMKmc/cZpCy426zNFWyLTYUUPjjoSuEpVQ8BDIhL3FXwyqGqTiJyKFwz/LnzevwPXq2pjD3vy8XHVr/z8/KTT7GkJTovrsGHDDth208cPy4El/hNLmy04bcHEJG2p+LagYFI5+43TFlxs1meKtkQC14EiMgcvYNRw0BrBz3lcUdVq4Pw+jqkigZkGVPXkRM/b2dmZ6KHdXLhwAqfMGM2IALS4btu2jSFDhhywfU9zB+u2vc/RU0bkwCp/6E2bDThtwcQkban4tqBgUjn7jdMWXGzWZ4q2RFotB+G9sn8GGCoiEwBEZChgxXuo/v2TDz4HFuQzYUQheXnmL0DQ2yjA2/9nDdf8dgXtncG9jLaO3gSnLaiYpC0V3xYUTCpnv3HagovN+kzRlsisApNVdaqqTgl/Nod3ddBH62hQSKXfxl9Ka3j8rc19H2gA69evj7n97Hnj2dPSwcvr4s+ZZjK9abMBpy2YmKTNlD5pmcCkcvYbpy242KzPFG19zuP6QWDhwoW6YsWKpNJc+NAbIPD4tcdmyKrM09kV4ph7/s7CSSN46LIFuTbH4XCkQLz5DlPxbQ6Hw5Fr0prHtUdGg0TkehF5WUS2iUh7+LMtvO16ETF/DdQeNDc3J51m+/utjB48oO8DDSCyQkVP+uXnsWhuCX+v2NY9S0LQ6E2bDThtwcQkban4tqBgUjn7jdMWXGzWZ4q2hFtcw31bXwImA6/jLRiwC2+g1HC8hQI+DGwCPhIeaBUIUmmVmPX/2Tvv8KiKvQG/s7vZ9F4JJCEBQgk1hA4CSgcFRRARFQsWro2rqNdrufbeULBfu6KiFxsdpAiIECDSAgmkACEJ6T3Z3TPfHxskYkh2w25ydr99n2ef7J4zZ868JyeT2Tkzv3l0FbMGRPPopT3sVKrW4UBOKZMX/cqbs/sxpXdkWxfHhQsXVuLqcXXhwoWzYase19eAaqCLlHKUlPIfUspHpJQP178fDcQDldg2vqvdsbZXoqLWSFWdiTA/x+5xBUiI9GfzwtEO22hVyzdAe+Byc0zU5ObqcXVMXG6OizP7qcXNmh7XUmCOlPLHZtJdBnwqpfS3QflaBWt7JTILKhn10kZemdmHKxI72LFkLly4cNE0rh5XFy5cOBu26nG1ZhaXQ834qq6utip9xxBvDj81gcm929mpRLYlJSWlyf2KIrnzyz28slYdMwatoTk3R8bl5pioyc3aus0SquqM5Ja2fbQCNV1nW+Nyc1yc2U8tbtY0XNcBTwshYs+XQAjREXgSWHthxWpdPDw8rD7GXafFXecYq9IkJCQ0uV+jEVTWGvlqZzYmxaG+czTr5si43BwTNbm1pG5rCiklt36azOBn1/PS6sPUGEw2zd8a1HSdbY3LzXFxZj+1uFnTcL0H82IER4QQW4QQbwkhnhFCPF3/fjNwpD7NAnsU1l7U1tZalX5Dah7/+eGAwwTuT09PbzbN9MQO5JXV8mt6QSuUyHZY4uaouNwcEzW5WVu3NYcQguuHdMTTTcubv6Qz8fUt/JrWNnWGmq6zrXG5OS7O7KcWN4sbrlLKE0Bv4D6gFpgG3Fv/+XLMCxIsBPrWp3UYrF1dZsexIr74PRs3rfpXzQLo0KH5cbhjeoQR4OXmMIsqnMESN0fF5eaYqMnNHitnjekRzqEnJ/DZTYNQpGTOBzs4mFNm8/M0h5qus61xuTkuzuynFjer4rhKKaullK9LKcdIKdtJKd3rXxFSykvq9zncNFZr1/POL68l1McdIRyj4VpQ0HyPiLtOy+X92rPmYC5FlY4T09USN0fF5eaYqMnN2rqtKRb/ks6zKw+h1A8nGt4lhNX3XMSSaxLpEWlev/zHlBzyylpn/KuarrOtcbk5Ls7spxY3XVsXQA1oNFa1382LDzhIKCwAHx8fi9LNHhiNt96xbglL3RwRl5tjoiY3a+u283GiuIpF69MYlxCBRnP2C7uHm5ZJvcyTVEurDTzw7R+YFMmcwTHcclEc4X62HWPbEDVdZ1vjcnNcnNlPLW62qdUaIIS4SAixwdb52hNrl73NK6t1mFWzAAwGg0XpuoT7ct/4rgR52/7xor2w1M0Rcbk5Jmpys9WS3j+mnKLWqPDAhK7nTePv6cbqey7isj6RfLQtkxHP/8IDy/7gVKntIxuAuq6zrXG5OS7O7KcWN5s3XIFQYKQd8lUNiiKJsGNPgq1RFMsnkRlNCusO5pGWV27HEtkOa9wcDZebY+KMbslZRcSFetMhsOkVvaOCvHhxRh9+uXcUVw2I4qc/cjCa7BOpxBmv8xlcbo6LM/upxc3i58JCiGgLk4a2sCxthrWP0zbcN8pmPRmtgZdX0/9sGlJtMHHnl3uY1i+SZ6/obcdS2QZr3BwNl5tjoiY3WwwVUBTJrqxixvUIt/iY6GAvnpzWkwcndsPb3T7Dj9R0nW2Ny81xcWY/tbhZU6tlAhkWvJbYtoj2pyUTGBxlYhZAUVGRxWl9PdyY1KsdP6acorLWdhM77IU1bo6Gy80xUZObLSZn1RhNTO0TybgeEVYf6+2uo6iyjkXr02we81VN19nWuNwcF2f2U4ubNV+Fq4HNwLJm0iUBt7S4RG2Am5ubxWkP55bzytrD3DeuK13Cfe1YKtsRGRlpVfqrB0bx7e4T/JiSw6yBlna0tw3WujkSLjfHRE1u1tRt58NLr+PxqT0tP6CuCjI2QeexoNVxJK+cV9Yewd/TjeuHdrzg8pxBTdfZ1rjcHBdn9lOLmzU9rimASUr5QVMvzCtsORR1dZaHf8ooqGD1gTzqTOoY62EJGRkZVqXvHxNIfLgPX/yebacS2Q5r3RwJl5tjoiY3a+q285FTUo3R0vpOMcGyG+DLWfDpNCjPY1BsEEkxgbyz6ahNF21R03W2NS43x8WZ/dTiZk3DNRnob2Fax3mOjnXLIuaXm1eiCfN1nMlZ3bp1syq9EIJrBsVQVFmn+piu1ro5Ei43x0RNbrZY8vWa93dw99K9liVe9x84sgr6XA0ndsHbwxGZW7jj4s7klNbwvz22W5tGTdfZ1rjcHBdn9lOLmzUN1+eAWc0lklJ+K6W0R7QCu1FVZfmaCXllNWg1gmAHChm1d6+F/3QacPXAaDYvHK360FgtcXMUXG6OiZrcrKnbGuN0eS0ZBZX07uDffOLUFbBtEQyYB5e/DfM2gIc/fHwZI7MX0zfSk7c2HsWk2GZiq5qus61xuTkuzuynFjdrlnw9KaXcZM/CtBXWzJTLL6slxEf/lyDcaicxMdHqY/Q6DRqNoNZosvmkClvSEjdHweXmmKjJ7UJnASdnFQOQ1DGw+cSdLoaxT8KE58yfw3vALRsh8TrE1td4pNsp4sN9Kau2TSxINV1nW+Nyc1yc2U8tbg7VM2ovrOmV8NJr6RbhZ8fS2J7k5OQWHZdXVsOQZzewLNl2j/dsTUvdHAGXm2OiJrcL7XFNzipCr9PQs30zPa5SgpsHDLsLtA3m/Lr7wGWLYN4G+o+7hnevSyKwcA8YL3wIkpqus61xuTkuzuynFjfhSPFI7UVSUpLctWtXWxdDdUgpmbzoVySw4q7hDhUCzIWL/y8IIZKllEmN7bvQuu3yJVvRCsGy24eeP1FZDnw2Haa8BtGDms6wPA/ltd4U9ZhDyPSXW1wuFy5cODdN1WsW97gKITYIISwemSuE0NQf08XSY9qKC+2VUDu7d+9u0XFCCOYMjuHQqbI/HxmqjZa6OQIuN8dETW4XWrctHNeVu8c0U4VXFoCbJ/g2H+dV8Q7jX9p/8lDuKPOG4izz8S1ATdfZ1rjcHBdn9lOLm8U9rkIIBRgkpdxpYXotYACSpJTqsD0PlvZKGE0K09/ezo3DOjK1b/tWKJltUBSlxSvoVNUZGfTMekZ3DWPR1f1sXLIL50Lc1I7LzTFpbTd79rjag4+3ZfLYDwf46pbBDNp6M5zcDdPfhy5jrcrHdQ85Js7sBs7t15puNulxrWe5EOKYJS8gDXCIcQg1NTUWpSuoqCPleAkVDrCiVENSU1NbfKyXXseM/lGs2HeK0/WhwNTEhbipHZebY6ImN0vrtsbYf7KUzUdOozQVBeDYJqiybjWdmUlRhPi48+q6IzD+WfCPgi9mwtZF5rGyFqKm62xrXG6OizP7qcXNmpWzPm7hOVr2HKgV0estC/mUX27+J+BIMVwBYmNjL+j4G4d3ZHxCOCE+6guNdaFuasbl5pioyc3Suq0xPt2exdpDeSQ/PKbxBHWV8PW10GU8TH/P4nw99Vrmj+rEEz8dZFt5F4betBqW3w5rH4GCI3DZG2DBeHo1XWdb43JzXJzZTy1u1oTDuqGFL4uXXxJCRAkhlgkhSoUQZUKI74QQza45KoRIEkK8K4RIFUJUCSGyhRCfCyEsusoGg2XhWfLLziw+4G5RerWQk5NzQcd3CPRiUFywKidnXaibmnG5OSZqcrO0bmuM/TmlJET6nf/vPmUp1JTCgJutznv2oGhigr1Iz68AvTfM+BiG3QN7PoX931qUh5qus61xuTkuzuynFjfVDMQQQngBG4BuwPXAtUAX4BchhHczh88CEoBFwETgQSAR2CWEiGru3DqdZR3PhZXmhmuIgzVcg4KCLjiP8hoDj36/n3UH82xQItthCze14nJzTNTkZmnddi61RhNH8srPHwZLStjxDrTrC1EDrc7fw03L2gUjuW5IR/MGIeCSR6F9f1h5P1QWNpuHmq6zrXG5OS7O7KcWN9U0XIF5QBwwTUq5XEr5PXAZEAPc2syxz0sph0kpl0gpN0kpvwAmAIH1+TaJoli2fra3u44+UQEOtWoW2CZqgpdex4bUfN7dcswGJbIdzhwRwuXmmKjJzdK67VyO5FZgMEl6Rp6n4XpsIxQchkG3WfRYvzH0OvO/nz3ZxUgpQaM1DxOoKYXV/2r2eDVdZ1vjcnNcnNlPLW5qarheBvwmpUw/s0FKmQFsBaY2daCU8nQj27KA04DNpv9P6R3J9/8Yhoeb1lZZtgq2mAWo1QiuH9KR3zOKOJBTaoNS2QZnnb0JLjdHxRnc9tf/jfdsf57FVna8A96h0POKCzrPuoN5XL5kG6sP1D/JCU+A4f+EP76C4783eawzXOfz4XJzXJzZTy1u6iiFmQRgfyPbDwA9rM1MCNEdCAMOWZDW2uwdCjc3N5vkM3NAFF56LR9uzbRJfrbAVm5qxOXmmKjJraV125X9O/DzXcOJDmpkydiiY3BkFfS/AXQXNmxqVNdQOoV688KqVAym+t7hi+6DK/8LHQY0eayarrOtcbk5Ls7spxY3axYgsHfrLghoLMp9EeZH/hYjhNABb2Pucf2gufSWPk6768s93Pt1ijVFUQUVFRU2ycff040r+3fgh705qgmNZSs3NeJyc0zU5NbSoQJuWg0Jkf6NN3x3fmB+rJ904wWWDnRaDQ9O7M6xgkq+2nm8fqM79JxuHoLQxFhXNV1nW+Nyc1yc2U8tbtb0uJYJIXrZrSRmGgvi15IG85vAUGCOlLLRJZ+EELcIIXYJIXYVFhZSUFDAqVOnOHnyJMXFxRw9epTq6moOHjyIoijs3r2bI3nlZOeaRyXs3r0bRVE4ePAg1dXVHD16lOLiYk6ePMmpU6coKCggMzOTiooKUlNTMRqNpKSYG71n1vs983Pfvn3U1taSlpZGWVkZ2dnZ5Ofnk5+fT3Z2NmVlZaSlpVFbW8u+ffsazSMlJQWj0UhqaioVFRVkZmb+6WQymc7r1DAPS5zGxrhxaa8wDh9Ja1OnM7+n6urqC3ZSy+/p3HuvpKTE6ZzO/J7y8/OdzunM7ykvL69Vnc6lJXVbw3Pt3JXM4z8eYPnmPX8v94lslL1fUBk1kgqNr01+FzG6UpJiAnhp1UEqa41/Hnto/Zfwem8yVyxq9HchpbTYydHuLzc3N6dzOvN78vHxcTonV91me6cmkVJa9AIUYGCDzxogGYg9J50H4Gdpvg2OywPeaWT7EuC0Ffk8W1/Way09JiEhQVpC0lNr5QPLUixKqyYOHTrU1kWwGy43x8TlZjuAXfIC67aGpJ4qkzEP/CSX7znx951luVJ+MUvKw6svqMznsjurSCY+sUbuzio6u9FYJ+VP90pZnNXoMa57yDFxZjcpnduvNd2aqtdaFivFjAD6YX6Mn9Fgex/ME6qszfsA5nGu59IDOGhRgYT4N+ZQWHdJKT+19MTu7s2P01IUSVFlHcEqDMLfHJ07d7Z5nnuPl1BjMDE4LtjmeVuDPdzUgsvNMVGTmyV127nsP2memJUQ2cjELN9wuPrLCy3W3+gXHcjWBy/+68RXrRtMfsn8XlHMQwcaDF1Q03W2NS43x8WZ/dTiZq/JWS15vP8DMFgIEfdnJkJ0BIbV72v6hELcBTwF/FtK+YY1J7ZkWcTSagMmRRLs7VgxXAEOHDhg0/yklDyw7A/+88OBM73cbYat3dSEy80xUZNbS5Z83Z9TiqebltgQn3MyK4XiTNsUrBE83LSYFMmvaecstlhbAV/MMEcyaICarrOtcbk5Ls7spxY3NUUVeA/IBL4XQkwVQlwGfA8cB/6ssYQQMUIIoxDi0QbbZgGvAauADUKIwQ1ezUYk8PT0bLZwBkVhfEI4XcJ9mk2rNvr06WPT/IQQ3DwiltTccn5Nb9sVfW3tpiZcbo6JmtwsqdvOZf/JUnpE+qHVnNP/kLIUXu8DhUdtVLq/89G2TOZ8sIPkrAZTE/TeoNGZl4TN3ffnZjVdZ1vjcnNcnNlPLW7WNlzt1r0mpawELgaOAJ8Cn2MegnCxlLLhVDYBaPlr2SfUb58AbD/ntaS5c1sSVDfM14N3rk1iRJdQS3RUxZlB0Lbksr6RhPq68+7mtl2QwB5uasHl5pioyc3agOFSSgor6+jV2IpZ3SbD5FcguJONSvd3Zg2IItzPncd/PICi1P+7EQKmLgHPIFh2I9RVAuq6zrbG5ea4OLOfWtyEpY96hRAKUIF5LGoK5nGnrwJDpZQ7GqQbBGyTUjpMlP6kpCS5a9euti6Gw7H4l3ReXH2YVfeMoFvEeQKVu3Dhwq4IIZKllEmN7Wtp3VZnVP5c2aq1Wb7nJPd8tZcXpvdm5oAGK3Yf2wifTIM+s2DaWy1escuFCxfqp6l6zZqa6RbgE8AEzMb8aF4AW4UQR4QQ3wohHgPGXGiBWxtLeiU+35FF0lNrKa6sa4US2RZ7fUu6ZlA07fw9yDhdaZf8LUEt3wDtgcvNMVFHLf4IAAAgAElEQVSTW0uXaPxbo3X/d+ZXKzC1byT9YwJ5blUqJVUN6tu4UTDqQUj5EnZ/oqrrbGtcbo6LM/upxc3iHte/HShEF6Av5sgCfetfEfW7pbP1uL669giLNqSR9tREdFo1DQ1uW0yK/PtYOBcuXLQatuxxfXF1KqXVBp6adk7I7sWDwTsE5v50QWW1lEOnyrhn6V7emN2P+HDfszsUE3w2HbK2wc3roF3vVimPCxcuWheb9LjWz/D/EyllmpTyGynlQ1LKSVLKSMwN10nAQxdQ3lanurq62TSFlbUEeukdstF6JhCxPdBqBIoiSc8vt9s5msKebm2Ny80xUZObJXVbQ9YcyCOn5JxIBIVH4fQh8xjXVqJ7Oz9W3TPir41WMK/YNf198Aqm9rNZUN3o+jIOj5ruIVvjzG7g3H5qcbOmFXZMCFEghFgjhHhOCDGjYegqACllvpRylZTyeRuX0654eHg0m6awoo5gb8eL4QoQHx9v1/yfXXmIaYu3UVptsOt5GsPebm2Jy80xUZObJXXbGcpqDKSfrqBvVMBfdxz60fyzFRuuYI5eUlFr5K2NRzGYGixd6x0CMz9GX50P26yKfOgwqOkesjXO7AbO7acWN2sarjOAd+vfzwOWAmlCiGIhxHohxAtCiFn1Qwgcirq65setFlY45uIDANnZ2XbNf1q/9lTUGvnstyy7nqcx7O3WlrjcHBM1uVlSt53hj+OlSMnfG66pP0O7PhAQbePSNc9vRwt5flUq72/J+OuOqIGcuOQtGPWvVi9Ta6Cme8jWOLMbOLefWtwsbrhKKb+tHxYwDvPqWOnADuA7wADcgTmEVaoQotQehbUXOl3zi3yN6BLCmO7hrVAa2xMebt9yJ0T6MzI+lA+3ZlBjMNn1XOdib7e2xOXmmKjJzZK67Qx7j5sfu/dp2HAtz4UTv0O3KbYumkVc0j2M8QnhvLbuCMdOV/xln3+v8ebVtSpOmyMOOBFquodsjTO7gXP7qcWtpQM23wN+kFIOlVLeJKWcAMTWb6+mwYIBjoDJ1Hxj685LunDziLhm06mRkpISu5/jtpGdKKio45vkE3Y/V0Naw62tcLk5Jmpys6RuO0OAl57xCeH4e7qd3Zj6s/lnGzVchRA8ObUn7joND3z7x9nYrjS4zisXwjc3mFfYchLUdA/ZGmd2A+f2U4tbSxuuI4GfG26QUuZJKW8DvgQcKqinRtP0ZZBSUmdUmkyjZqwZ59ZSBscF0TcqgJX7Ttn9XA1pDbe2wuXmmKjJrbm6rSFzBsfwzrXnTOJN/RmC4iCsu41LZjlhfh48PKUHOzOL+WzH2eFIf17niS/Atd+Bu+Otang+1HQP2RpndgPn9lOLW0sbrnlAz/PsWwpc2sJ8VUl+eS3xD6/kq53qGN+hRoQQLLkmkY9vHNjWRXHhwoWVGEwKJuWc0Ig1pZCx2dzb2sbB/mf078D8UZ24qLGVC33CILKf+f3B7/9cWcuFCxfOSUsbrh8CjwkhBjSyrwPQyHqB6kVRmu5NLaioBfjrIzQHoqampvlENiAywBM3rYYag+kvj/TsSWu5tQUuN8dETW7N1W1nWLk/lz6PryGzoEGjrzwP2idC10l2Kp3lCCG4f0I3OoZ4Y1IkRZV1f7/Opw/DN3Ph25vN8V4dGDXdQ7bGmd3Auf3U4mb5yP2/8jTmHtftQojlwDIgF0gAHgV22qZ4rYNW2/RaCYUV5pm5wT7urVEcAEyKicKaQk6Un6Dw963U7tvPrlHtyK3MpefPqXSs9MJ03zwGdRhChHdEk3kFBAQ0ud+WHDtdwVXv/sYTlyUwsVc7u5+vNd1aG5ebY6Imt+bqtjPsyS7GqCh0CPQ8uzE0Hm5aY6eSmSkrLSBj1wZKIrwo85B46TwZGjoQT6/zjzZ78Ns/+ONEKR/MTvjrjtCuMOE5WHk/rHwAJr3Y5j3FLUVN95CtcWY3cG4/tbi1qOEqpTQBM4UQNwMPAFcAEvMSsAeBW21WwlbAaDQ2ub+ofplXe8RxNSkm0g5u5cSGn9kzKIjsihNErUxhzJrT3HiPFpNWMGOLiSu2Sl7pGEa4XyRKgC/KgUwe/u1RBIJbcrszPOkK+lw8E9FIRZ2Xl4efX+sMO44J9sbXXcebv6QzoWdEo+WxJa3p1tq43BwTNbk1V7edYd+JUnpG+v91gRVDNbh5nv8gK5FScjw/jaPff87u4HJ+1WXAwTSe+djER9M17IrX0O24xH+Zwo6F4xg+7gZ6h/T+Wx1yeb/2fL83h3mf7eXjecMI82sw7m7QrVCSDdvfhIAoGHa3zcrfmqjpHrI1zuwGzu2nFjeLG65CiCFSyu0Nt0kp3wfer19Vqz1QAKRJKR1qJpNe33SD9MxQAVv2uB479Btv5HzJb3m/M3BnGbetVHhZeOIRHUNUpxhOjYng3/2m0C4sjsixgUT4tWeDT/23nSmgSIVuJemsOrqSXm+/y+7t+3ih5nuu7nY146LH4u52tjKPjm69+ItajeC2UZ24f9kf/HI4n4u72Td8Rmu6tTYuN8dETW7N1W1gXrb5QE4ZVw2IOrux9AQs6geXvw09p7f4/Dklx0n94m3+0Ofzo/8xKgvz+PA1E1WXeBJ++UD6jr2E0i5wb59++IVHkfPHb5w6+j5f1G7h7RXrmZAdyKiqaOLv+Tddws0TxIZ2DmHR1f1Y8NUeJi3awqtX9WVEw7GvY5+EspOw9lGoKoKLHzaHzXIg1HQP2RpndgPn9lOLmzU9rr8KIfKBH4D/AeullAYAKWUmkGnz0rUSzY3bSIj05+bhsfh5tHRkxVkMioGvV71Cz/s/wmusJxNnTqN/j6543RLLT/GJaLWWnUMjNMQHxhOfFE/FqjnkH/iW8rwfeWHVvwj++EGO3T6BUVcuoINvB44cOUKvXr2az9RGXN6vPa+vS2PR+nRGdw2za69ra7u1Ji43x0RNbpaMScsoqKDaYKJX+4ZTEwQMug0ielt9zqyDO9jw66d8F5pFVmkG73xgwrObB4m3jKF/r/5oBofxUK+LztZ1DQIZRA+PhuEzGVVXzvrs9ZTuXIzn7mSu6DqDTgGduaq8G/26Xcz4pLG8ND6c13eWc/fSvWy5fzTe7vX5aTRw+Tvg7gdbX4PMLTD9AwiKtdqlrVDTPWRrnNkNnNtPLW5CSssm0QghIoDLganAKKAWWIW5EbtCSllmpzLanaSkJLlr1y67n+dowWH+tf0RDhUeZOGhToyf/xzhMbYLM6NIhd9//56il17h9WGlnAqEKZo+TBK9GDj9DvSeXjY7V3N8sSObh/63j29uG8KAjkGtdl4XLv6/IYRIllImNbbPkrotp6Sapb9nc2X/KKKDW15HVBoqee+P9+i08F2kEKx4cARDI4cy2C2ezp0HWhWaqyGnS06yPncLqzNXM+fx38gLFHx6UwyXRF/C8Jo4PKOG0adjOIoiOVlSTVRQA4cDy+HHu8yTta54t9WXrXXhwkXLaKpes7jhek6GvsAUzI3YCYAHsAlzI/YHKWVOy4vb+vTo0UMePHjwvPsLK2rxdtfh4WbZRIdzkVKy+sP/4PHuNzw/L5B/jvkPY2PGtrC0lpFbmct3ad9heuNDRuyo4P77grmkx6VcGjGGbh36tfifiKXUGRV2ZhYxtFOwXXtck5OT6d+/v93yb0tcbo5Ja7s1VcE3V7c1ipSQtQ06JIHOsuFRO9d+yr9Pf8gpw2mu9RjJdYPnExHTw7rzWkD+iSP8dngdK+Qf7M7aznuv1rFhoAe5c8dhKo9n0xY991x+EbMHRp+td0qyYeWDMO5JCO5k9lP5pC3X34fj4sx+relm84brOZm7AWMwN2IvBSKAXcD/pJTPXVDmrURzvRJT3/wVfy89n7QgRmmloZJHtj5C6s41zN/hT9KrHxAR1e1CimsVRkMdu7Z/xzK5iw3ZG7jvyxo89V4UPnkbE2Mn0t6nvd3LIKW0+yQtFy7+v3KhPa4HckqJDvLC16N+HGjufnh7GExdDP3mNHmsUTHy8YqnGXzfUlZPCGHMvxfTO9T64QUtobyiiL3L32e7WzY/sw+Pk4W88q6JlyeHkd1zKA+OuJTRsQP/OvxKSvj6OmjXGy5a2CrldOHChfU0Va9dcLeblNIgpVwppbxNStkeGA5sBK670Lxbi6qqqib3F1bWEdKCiALH9v3KokcmsT57PTMm3sukb7a0aqMVQOemx827Cy+NfIlfZv5C6MRLOdo7hNd3v86EZeP5dtZQfvr4MfKr8u1y/rc3HWXOBzu40C9I5yM5Odku+aoBl5tjoia35uo2RZFc9c5vvLj68NmNxzaaf8aNbvLYouoi5q2Zx2uFy/ht3kBueXx5qzVaAY4czmDEnPu5/6o3+WXmL7w8aQlZMwZRGR9IrljBJx/PY8uIfny19jVKa0vNB5kMoPcGbX1Psp3qpQtFTfeQrXFmN3BuP7W4XXCPqzPQXK9E90dWMWdwNP+ebPmjr+0520l+4DYGHDDA0jcZFH+xLYpqM05WnGTt3m+Jefi//C/RwMY+Wgb69+aqjHD6XX0HIRG2mcjw2W9ZPLx8P4tnJzK5t/3jurpw8f+NC+lxPXa6gotf3sQLV/ZmZlJ9VIHProSSLLjj/OG4j+xeT+Z9/+S1qRpum/I4l3W67MIkbMz+U7m8teQlLt6/hScvrUSn92BubRIX95hCjyFTzg4X2LfM/JrwrENN3nLhwtmxa49rIyebIIT43db52pPq6urz7qusNVJtMBHkbXkorJXpPzF//Xw2T4ulw9dftHmjNSUl5W/b2vu0Z+7wuxi9cS93P/I98/vOJ/RgLh3eWcGd703ltrW38f3uzyk+ffyCzj0zKYo+UQHcvyyFtLzyC8qrMRpzcxZcbo6JmtyaqtsA9p0090T2jKyPKFB2ytzj2vn8Y/A3n9jMgu0PIkwKz/f/T5s1Wpu6zj3bRfDmEy8y/X87WDptGVH64UR/voXMBxdyzc+zWX70e6rqKqG23Lys7eJBsP4JqK1oRYPzo6Z7yNY4sxs4t59a3OwxQ8cdcKiRyR4eHufdl3KiBIBOod4W5bX6xbupu2UhSX49ef/ST2jfua9NynghJCQkNLm/U2BnbutzG88+tA7Np68zeOKNZJZlsvvtZzg+ahz3fH8z36V9R1F1kdXn1us0vD0nEU+9lls+TaasxtBSjUZpzs2Rcbk5Jmpya6puAziQU4Zep6FLuI95w463QZpg4M2Npv/px1e4c8OdeEfH0uunNfQaPtXWRbaY5q7zmXH18QFdCa2Zw78SH+SjsRM4XVXKfzY/zI7RA/ls/WYOXbsUelwGW16GN/rD3i/AwqVy7YWa7iFb48xu4Nx+anGz79RyB6G2tva8+zoGe3P/hK4M7RzSbD6fHvyUr4rXoYmMYNHYxfjp61eYMBkgfR0UpJk/F2fCB+Phtd6w9Brzo6pa2/dGniE9Pd3itF0HjOPupHtYecVKZtz0AoevGUKq8QSPbXuMpXNHsHzWcD4/9Dk5FZYHjmjn78mSa/qTW1rDrkzrG79NYY2bo+Fyc0zU5NZU3QbmFbO6R/jiptWY66BdH0L3SyEo7i/ppJR88cG9dFr4HnNOd+GjCR8R4du2Q38svc4ajeCda/vz8tyxZGumcCT5di4S/6Q8LoK1NXuY+cs/uKGuiDXiMgrdw2H57fDuRWfH+rYBarqHbI0zu4Fz+6nFzZo4rr2AQ1LKJtcQFEJMBb6TUrYsdlQbkJiYKHfv3n1Befxv58c8evAlxsaM5YV+96Lb/Qm4ecDwBWCsg6fDzbNYRz8ElYXwzfXgFQzZv0FFLug8oPtl0P96iBlm03AtFRUV+Pj4tPh4KSWHig6R/saLZOen8c4g8+PFB9f44JHYl/jr5pMQkoBGNP09qLCi9s/Vx2a9ux1/TzeGdw5heJdQOgZ7tSjywIW6qRmXm2PS2m5NjQVrrm7bd6KUyjojg+OCYftiWP0Q3LwBOpx9aGZQDDy+7XF+SFvOwpN9mLXwfdzcbbcUbEtpyXWuqDWyaH0an/+Wxcq7L8Lfx8CKjBUc+/K/XPHVCe67VU/n2HguSzvE0PLjeMaPMS9m4N18x4Utcf19OC7O7Neabk3Va9YsBZUC1AkhDgJ7G74cefEBOP963vnlNSRnFjOyayhe+vNfql8+fY6YFz9m+j968e+iCnSv9wHFAMPuMSfQ6eHGNWcH/3sHw9yfzO8VBY7/Bvu+qZ8o8DUExkKfWTD4dvDwb/ykVlBQUHBBN5sQgh7BPejxnw8BmFKaycZj6wj5+l22pm3hPyt+JVgfyIKNPvheMZX+o2bh7/73cp9ptJoUSWyIN5uPFLD6QB4Akf4e3D6qE9cO6diqbmrG5eaYqMntfHXbGXp1qP87NRlg+xLzl+YGjdaK0gJ+vH8WaxNzuW3QfObMvV01oe1acp193HU8NKk7/xjVGX8vc/ivI2m9uWTOl2iu2Meoul2syFhBzF4Fr9RI1kRnM6HkCEmegWiNtaBvnUVc1HQP2RpndgPn9lOLmzUN138AfYC+wExgLiABhBBZnG3Itr2VlZwvGP+aA3k8vHw/6+8dSafQxrW252zn8fKlzOvnz/2Fu3DLr4ABN8HAW8zBrs8QNeB8J4eYoebXuKfh4HLzGKvti2HoXeY0J5LBNwL8WxZz1dY3Wkf/jsztdzP8fDMDq4sZeGore5NX0n7HL7wbuIgFeUsYou/OZfs9aD/rWhJ6jESnOXuraTWCZ6/ojZSSrMIqtqQXsP1oAT71S+qeKK7imvd3MCQumEFxQQyMDaZ9QOM9PGr4I7IXLjfHRE1uTS00sv9kKRkFlYxLCMe9/CS4+56tc4DS2lKe+vRGrtl6kieGz2Z83/mtUWSLuZDrfKbRWlRZx7pDeXy4NZNLuoXxr0m3saD/Anb7fMqhnatY4ZnJsnW3smCVG36e1cRdexV9Rz3a7NOlC0VN95CtcWY3cG4/tbhZ3HCVUr515r0wf+XuirkRe+Y1BJh2JrkNy2h3zjdcYuPhfKKDvIgLaXxiVurh7SzYeTeRvu5cFpeKV0hfmPY2hLUwVqveC/rONr9qSs9+u//hTvM/lZtWmz+XnQI/y8eXGQy2nRDVkEDPQKbETWFK3BQMU2uYX7Cf3nm/cXr1CmKWpfCA3y6K/vBjvLEbQwsCiJt1I3HtEhBCIISgY4g3HUO8uXZwzJ95VteZiA/3ZcW+UyzdaY5q0D7Akzdm9yMxOpA6o4Kb1ny8Pd3aGpebY6Imt6aGgj2z4hDHTlcysWcEBHaE27f9OUSpoq6C+evmc8j/BFM+e5bxfaedN5+2whbXOchbz9oFI/lwayZLfkln/GtbmDUgioXjr2HgpBuYaaxmc/ZGDKufI0XU8nj2t4R9s5k7fg8gesJk+l48F63G9qPi1HQP2RpndgPn9lOLm8UNVyFERyllJoA014ap9a+lDdKEA4lA60WhthM1BhNb0wuZmdSh0UdjOScPU3TtzczuBjPj8/Ad+SCMuBe0brYpQMMhAjM/MTdkAaqL4bWe4B8FnS6GTqPNj/e8gs6bldJKM2Td9B70jUyib2QS9LuDorlZ3FF1gO25O/D6cjXt1pUyy2cNfgHhXFYSSy9DOJ2vmUeUf8xfrnGXcF/euy4JkyJJzS1jx7EidmYWEelv7nX9fEcWi9an0T8miPhADaN7u9OrvX+Ll+RVK631e2sLXG5ty8GcMrYdLeSBCd3QFRwy1yce5smk1VVlbLx2ArqeFbx406uMjL6kjUvbOLa6zh5uWm4f1YmZSR1YtD6NlftzeXCiufPBQ+vB+LiJ8MVERhsq6Xt8I9uSlxO36lf+azrMP3OWMDbsIsZUdqbfpOtx97RNj5Qj3EMtxZndwLn91OJmzVCBY0KIImB3/SsZSJZSHjuTQEqZB6ysfzkMjT1O+z2jiGqDiVFdw/62L704nfnb7mBEP8GM0Boirv7G3IC0FyGdz74XWhj/LBzdAClLYdcH5u1hPSB6SP1rkPkfUX1j0MurdcZlnUtQRAwTiGFC3CSUwY9x/FgKC01p7Mzdic9369Adq2Gy9/eEe0dw1R8+hGr9kNdcToR3BGHVboSFxJAQGUpCpD83Dj8bHLxrhC9juoezK6uYdYcqWbLtFO46DSmPjcPDTUtqbhneeh0dAj1VMx6vJbTV7601cLm1DucbKvDBrxl4ummZPaAD/Hco+LaDuT9RUlPCY2v+ydjCEuZ2uIrRKm20gu2vc7CPO49P7cmDE7vjqddiUiSz3t3OJd3DuW5IDN56bybHTWZy3GQqBu5m0q/PoC/dS+6B1fh/v4qbD39AyJCRjPbtT7wSSvueg/D1ClCFm5pwZjdwbj+1uFnTcJ2BOT5rEjAPWAgghCjjbEN2N+bGbFpLCiOEiAJeBcYCAlgH3COlzLbgWA/gSWAOEIB5vO0DUsrNzR3b2ASGnZlFuOs05tm2DUhe+RGPH1uCIdSb6f9eTDf/TuDfoXk5W+HhB4NuMb+MdXAyGbK2ml9/fHW2ITvjY0iYBmWnqDq0hcCBU0Fn+SIKtkaj0RDTuR8x9GNm15koIxQyju3mYeNRduXtwvfIJmrK03g6dg8Aj39qxKQRvDzXjzCvMK5aUQHBgeRdOYxQz1Am64q5emg0ufoApHtHTpUof/a4PvXTIX5NLyDYW0/fqAD6RAUwoGMQQzoFN1VE1VFUVERgYGBbF8MuuNxah8bqtvzyGn5MyWHWwCj8vd3hivfAVEfy+i94KP998o3FjHz7caZ0m9EGJbYce11nT725HimtNuCl1/HcylTe35LB/FGdmD0oGg83LT4xiYyPWcb4kmxqN77MnurldPWuYePxTfhuXUOXTQqj79Wi9/FjUqoXiQdrSblnPBH+7Ykq0hBq9CRs4AjCvMIaHWqgpnvI1jizGzi3n1rcWrTkqxCiA7AeKAQOAe2BizAvPgBQIaW0ajq8EMILc+SCWuBhzONknwK8gN5Syspmjv8cmIy5QX0M82SyicAQKeXepo5tLGSMlJJTpTVE1k8KklKy7MCXtLvhSXLbaRn62Uoi/aKsUbQ/JiPkH4DsHeaA2r4R8Pt7sOI+uGc/BERB+npzPNnIvhDeE9zVMdgawGAykFuZS25VLhUbfqG4rpQjPXzJr8pn+FvbyfMx8d4oIwbFwJtLjKR2ELx5mbnSf+V9hfTufvx2eTx64c+gH7I4GhrOprBY8op1jNdoeejaCYRGduKV1ccI9tHTq30APdv74etho+EdNqa6uhpPz7YPO2QPXG62w9pwWHuyi7n36xQ+mDuA2BBvDCYDH616hqH3LWXN2CAmPPY+3YO7t0rZL4TWus6/ZxTx8prD7MgoIszXnaW3DCbu3Mm65bmw423kzv9ypKSWvGpfjk67gpNefgT/tJWOO07wxFwvKoxV3LjaxPCDkhsX6NAKLddt19PllGDjPcMJ9w6nS3o1fgY9gePHE+YVRqhHCO5uTS8k4Ug4898+OLdfa7rZKhxWQ94DfpBSLmxwknDgccw9nu+0IM95QBzQVUqZXp/nH0AacCvwyvkOFEL0AWYDN0opP6zftgk4ADwBNLkmYV1d3Z/vTYrk6OkK4sN9/2y0VlYU80Tys6zIXMkV10SxIH4YAb6t2MtqKVodtOtjfp2h53SyyjXEnOkVTv0Jdv23fqcwRz6I6AXhCRCWYG7seoeaG7mtjJvWjSi/KKL8omD2OVEYRpl/3CYlpbWl5PdMxt1YxvzaXPSBemoGrIJ2bmiEhtyqY/T67Rj5fdIoj9uOt7dk/vMmPk5/n6UjtQijnlffr2Vpv0BW92iHv/Dj9gPF+I0dgL53T/SKF1Gnq/CP60ZwaBTu2rbpqc7IyKBHjx5tcm5743JrHRrWbWfoFx3I+gXDEase4GhZPg/51HCwKBXtvEHMu+klfPxbN2ZpS2mt6zwwNoivbh3C9qOFfJN8nJhg82Tdx388wP6TpQR56wnw1BPgdRUxw2cw22M7XfNTiQy9gurA7oRP7U6Y7kbGXbyVquAYcnyfo2jLRzxSpCPXy48ATR3V7pLDJ35li1LHHd/U4lUiuV5+AcDCZSb867R88o94Qr1CGf5rCV6eftRcNopQr1DC8usIDGpPeMfubVZXWYOa/j7sgTP7qcWtpT2uVcAkKeXGRva9B5iklLdZmed6wENKOeyc7ZsApJQjmzj2EeARIEBKWdVg++PAg4CflPK8S8gkJSXJXbt2AfDauiMs/iWdFXeNIC7Ui3W7v8Lzrqf5brCgx9y7uLnXzXYPhWJrFEU5O9ZNSig/Baf+gNw/4FQK5O03r+Z1Bq8QuP+o+f2Pd0NVIVz1mfnzllfME8Q8A8AjoP6nP3gEmn96BoC7nzl2bWu7nUONoZri2hIKK/Mp37SZoiA3ToXrKCnJo+s7G9jR3ZstsQqipIg33yjmv+M0rE3UEFgueedNE+9M0LC+n4aICj2PfVrL2mlR5CXF0K7Wk/6rsyi8pA+aLnF4ltUR8PsRqvp3RYYHoyurwmfvUWr7xqMJDkJbVoVHahbGhM5o/f3RllfhlpGD7BqL1scXTUUV2pzTaGJj0Hh6Iqpq0JwuRrRvh97DC1FTi6asEm1YKFo3PaLOgKbWgMbPD53WDWFS0EqBRu+OVqN1iPuzqd+bo9Pabk31TDSs27IKK3l701EenxhH2f9uYPWuXXTe6MELNwUyf8qTXBKj3vGsjdHW99CbG9LYnFZAaZWB4qo6SqoNdAz2Ys0C87+q6W9tIzmrGAA3jJjQkBQbwtfT/ODYJjYl/4F7dT4hspAAUxG+xkL0pkpKjBpOm9z4ffKLFLhpiVz+BYbiDH69fCTFhhKufOsgNcLI8zPMT5ue+6+RYh/B8zO1+Op9WbCsjop2ARyc0Y8QzxB6bDuJvkMUnoMHEewRTGAFBIfH2GwimbW09e/N3jizX2u62aPHNQ/oCWxsZN9S4BPAqoYrkAB83/aTTjMAACAASURBVMj2A5jH1zZ3bEbDRmuDY/VA5/r3jVJVVUVaXjkbUvN5/Ze9zPE7wv5vf+Ie/z1kG8p5KMzEtWGx9O99ixU66mHv3r0kJiaaPwgBfpHmV9cJZxPVlEHBEajIMwcjP0NgR/BsELEgfR2c2AWmJpaSbJ8E89ab338529yrO+5J8+dV/wKEeayuuy/ofcw/3TzNERm0evCJgNB4c/qcPeYeYP8OoJjg9GEQmj9fhw4eIqFXL/OktTPb9d7g4YeHzoN2BnfaBXWFmX3Miz2Yas1phizk0j/zEZhuNfFodSnXlhfww+/7+WrG7xzz1FB72kBlVSE5cdmIoADyKoooTDvF5E0FfO1/mD0lGjqflDzziYlnZmrY20lD92zJ45+beOJqDfs7auiVofDIUoVH52hJjRL0S1f41zcK/7pey9FIwYDDCgu/U1h4o5ascMGQgwoLvldYME/LyRDBiH0Kd/6kcOdtWvICBaNTFG5foXD7P7QU+gnGJSvcvEbh5ru0lHkLJu5UuG69wm0L3Kn21DLpdxOXb6plwb0BmNy1jNtWw7ht1Tx8bxjotFyytYJhOyt57t4otELLRVtK6JtSwVt3x6IVWoZtKiD+UAWfz49HCMGQjflEHStn+bzuaNCQ9EsO4ScqWTO3B1qhpe8vxwnIr2bb7J5ohZYeGzLwKall74zeaISG+A1HMRWUcnzWYDRCQ9zGdHR1JrImmvdHbTyMRgpOjemJRmhotykVdFoKL0pAIAjbkor00FM2uDtCCIK2HkJ6e1LZPx6t0OK7/SDS15va3p0RQuDzeypKgC+m7nFo0OCenIoI9MfUJRqN0KDfewQZHAAx7dEIDboD6YjgQIiMQCM0aA5noAkOQhMeikAgjh1HExiAJiQIIQXiZC6aAH+0/v4IBVK3bidhQBJabx9QJKK8Eq2XFxoPD4QCorYOjV6PVu9uPl5R0OjMTwtsPZmwqqqKshoDezKLeOmbzxl5ci1vHDzFF+2N+Hf05p89wlg8ZTERMeofGnAuf6nX2oA7Lu7CHRd3+cu2OuPZWdf/uTSB3LIaSqsNlFUbKK02EOKjh/COEJ7At5l7SMuvoLzGQFmtgfJaIxO6+PLW1Pbk797C4o1hnKpQGKUZxrgQPSt/mcLk3pFcecdXGH//gAlZJgp0Wor7uaPVabirCE5ry9EKD6oMNew4+QdVphLe+KSMnfGC9yo/AeD914x83U2wdIoP/u4B3P1hEUcSQ9k/vD06jY7L3j3A0f4RZAyOwk1qGfHxXo4nRZGXGI3OBH2/3kteYgwlvaJxM0g6/bCXksQ4Krt2wK3WROTafZT3iaMuLhK3GiNBvx6kulcnlKhwdNUGqlb+StCowRAeiq7GgPuBDGSXjuYv+TUGdMdOoukYhSbAD02tEW3OabSR7dB6e6OpM6EpKUMbHIzOwxNhNKGtqUPr44vOzR2hSLQItG7udglTZgltfV/aE7W4tbTh+iHwmBBih5Ry5zn7OgAtWe4pCChuZHsR0Nxo4KaOPbP/vFTkZZBx5UDeuVGLT7wgZrmJoByJ700Kr3nFMfrFf6LpPKZZAbVi0Y3m4QcdGvlyM3zBXz/fsML801BtDtFVXQI1Jeb3Zz57Nvh1+UX+dbnE1J/NPbh1FecvS68ZMP198/sPJ0HSjTD+afMxbw35S9IEgA3nHD/0Thj3lHnt9RdizQs7DL0DCtNhceMLQWiFhgAE/YSGfuOehCefh4J05LsjyRz5AgH3zmBmQTJ1n19Nea2CMg2eR1CeKTBJDT6z3XjeE6ryDXzgPp1nroki2LOA93I+4RPvayh5oxePuJ+gcudbVGsV8icIbjcaMeUCeiiapOOfGoWqIoUf/cbw3nhJrKxlzunNrA2YwIl/eHNbdDkVmevReimkDYFZVQoGo8DbFzKHaphrlFSUmTgYmMiKpDLiqgVdatI4EdCfnItrmOQFlfkHCXaT5MZAYkEuUoCvgNJwQa+C49SYTJw0RRPoq6DkFBEoCzltjCTOzxPf0hxqyvMxlSiYqqEmcwcKYDotESVQnPUrNQp0yPbCq6COPemb0WEg6qgbAaUmdh3LwWCoJXavQkCFZPWhLBTg9m0m9LWCr6P3YJRw/zoTKPBu6FakgCd+MFLnJnjdZx0Az3xtpNxb8Lz2BwBe/NhIXqDg5TrzP6pX3zGSFS54fZr585tLjByJEiy+1Pz57TeM7OkkeGeS+fP7rxnZ3l3wwXjz549eNvJLH8HHY8yfP3vByI8DBF+MNn/++lkjXw0TfH2RFq1J8uULJr68SMP/hmlwr5N8+rKJ10dr+HGwBu9qyYevmfhwjIaVAzT4V0jee8PEe+PNvfshpZIlS0wsmaxhY28N4UWS1941sXiKlh0JEHFaw9OfGHh3qjt7OhmJypPcv1ThgykaDsQJpLbp8Wam7Azeu7U3n43WonSAMV+Z2NhXMDVxCNdPf5SYu2KaPF7NqOEf6LnodWd7o3p18KdXE/8KF13d7y+fFUVSZ1LATUvXsZ1Y0rWYkmoD5TX9qKy9lodqDHQM9oaE59FNeI7nPtuMqDyN3qsAj7oiPCuLGRluYthcMNVW8uJO8wi5jPGLSdRmUpkxn0l9fSgfuYgIfT7TCqso0RSA0Q2lqJzqzGMoCNzzBJUni1l/tBitSWHyoVOc8j7Fcq8jBCCZsKWI3+QRVqHBq1ry1nKFjyr2sKqq/mnVJybenbCJdf00hJZIFr9lYvFkDZt6a2hXKHn9AxOvn17D1gQNUfmSlz8w8fLlGnZ00xB7SvL8Ryaev1JDchcNXU5Inv7UxBMzNaR00tAjS+E/Xyg8PlvDgRgNvY8pPPyVwiPXajncQdA/TeGBZQoPztVyrJ1gQCrc84ORh67XkRXqzkXpCnN/rubZazUUBgj6H5ZM36jw6tUaSvwEAw5JJm9ReO56P457eDBqXyUztlby8PV+FHt6MO1QNWM3l/PcXA01boIRexQu2Sl56kYNRp3g4t2Si5IVhs8PotykY+qOci75o5p7bw7EqNEz5/dyEvdV8ewNWqSESVsVeh6VvHCdFiHg0i0K8ZmSx+cGU6VouX5DCfGn6nh0djBC68YtG4ppl1vHG1dpkBJmrlUILpW8daX5+NmrFHyr4PkZIdQpgjt/LsK7zshz08Jwd9Ny9/cFYDLy0aUakHDj9ybq3ASfTdIgBMz7TqHCCxZNDEWRgn8vK6DET2HxuDA89Vr+9XkeO4MVlo023+d3f2kis53g+1Hm4xd8ZiItRsMHI0IBeOHjfPZ1Enw6PBQfDx1PvJ3Dnm6C1YPMX9D//V8Tv/UUrB+oQSPgkXdNbE7S8VVi0xOpW9pwfRpzj+t2IcRyYBmQi7kd8ShwbmPWUhobt2BJF4Sw9lghxC3ALQCRoV4Ud/RiuiaIEDcvulweRphnBz4afhXHihXo1I3de/aQmJhIcnIy/fv3Z/fu3fTt25fU1FRiY2PJyckhKCiIqqoqNBoNbm5uVFRUEBISwokTJ+jcuTMHDhygT58+f+Zx5ue+ffuIj48nOzub8PBwSkpK8PAwD8avqakhICCAvLw8oqOjOXLkCL169fpbHikpKSQkJJCenk6HDh3+XJrNYDCQnp5Oz549KSoqIjIykoyMDLp16/bnt6cLcjqWR58+g+vzGG/+2buBU/ytZqfsbLPT7HVmJz9fTp84RoewALKO7Cc+NorUg/vo1jmWA1n5JAApKSn0vPIjskoUwioqKMjLJ2jCG5iMRqRiwt1NR3ZWJp3iYinIzyOiXQTHs7OI6T7RXI4+PTne8w7axwwj9eBBYiP8qep3F14e7tQZatEIgUaAobYGL093ysrKCAoI4FilD52BlCMZ9Em8jmqjhlhvPYdTiujccxraslI0WjdKy6qprjNRa1QIC3bH18uDzNNleNKNGs8ORLuHU1nQi8CAPlR7RzEkKoaDKVsx+mgwehjw0uowKQoaL+jVxQetgFPlRjbqhlDcvjOh+b8RqynH3fciLv7HdI6tegutVxnZ3mXoe+rxNxjQmXQofiYG9g7EaDKSVVRLdvRsDkT5kWTaS99SLT8n3EVUd3emaNLYffxz6iLdqA2p44o6PXWGOnw6utO5r5bxnp4cOlXKW73vYEdfdyaWr6e74QA/DbiT8Vf2p//K5ygpTqUwtgr3bu7cXlSLu7seXQ8DfSeFMrq8nPQqHW9ddBuZbjrmlX5PkCGfg9fcQ+94L37K/Jo9u3fAMDdqqqt5tdST2tpaIib7Eqit5Qq/INZkGPnpuvlUV1XzVNkyDIokd+ENTOsdxvpfn+Hw8VMYx9bh56bj5Vwjbu56PKfUkBgZzMCaMvYYOvDN9CQ8/Lx5oPB/lHpEkHpXIv07h/JJ+sek5ZVSMNFAuE7y71J3DEYjNVdqSHQ3MkAfyIbTPiyf1YlcreCu8m1kiGj2/aMDPdp58nTZBo6X1rBvfBUdAvXcXKpBoCF9QiWD4/yJrTVwUMay9OIaqjq15+rSHeS5d2XHtBr6948iumw7ZXVGUoZVER3oxhUVejRGI2kX1dEnTE8MHhwWQWwaWovJ34cxNcfJ00aQMdpIbKQHYeIUBk01GV2rCXf3QFenw+Tbnq3sOm/d1jHQE89gf6YofsT6R6O8MoiJ0cOIjoklIyMDpZtim3qgDeq2M+Xz8vKyT93WRvW1oihkZ2cTFhZGt+h6p171Tgmd/sxjdoIvffuO+JvTyaoqhBCsHSA4XVKO3vu/ZB3P4b2wdlQXnGTMwnc4tGsj4ZVGKk6fwHeapFdVGYm1esI8odNCf3oYPckunwxukDP7f/TUuXFKGc/soZ2I8nmJB/WCkYdz8PD0IGduDVPc3RiTV0fX9gFoF1Zya0hnSgsHovOD/dd+TnfPMKo1FzOyj4byG9/iai8dI8s0GGQ1h66UDPdSGF7uSZBPHWVztVwSFEGddhAa/2L2TviZWP84qmRvLumnkP1/7J15eFXVubjflXlgniEMEsKMSkkcqS1ShWpLHFFb59ahtYP2trVqubZXvVqv1qG19qq9Va+lv1K9Fa22qIiKWq2GlBgIkQAJgRATAoGQ5OTknJz1++OQyBAykD2svfze58kTss8evnedvT7WWWfttfYu5+yhmRzbECEzPca/Pt/ESamZTG+IMWlkMhs/v4dTR80kFB1G0tB9lMz+kDGpU2hlFBPHN/DJzCJmJqezOwqDUsN8MraV0aQxtC2JIZkR9kyIMjphFK3JY2jLrKImaytD1RiSkkYwYFgN9eO3kkMGzVFNamaEmqwwE2P9aItqBg9V7MpqJCdtEuWNScQG11A7ejujkybRHEulf1YtDfXbmKozaY3GUAPC7B7VRnY0g8RERdqQMKE2zWg1nsbkgTQN/pg9up4h+hgy0wfBiBLCiQ3ktKXQphXRwSH2pWqy29JJUorEka20htoYlzKF3S2apuGboKWBUSlTSdRtqHEQbd5DTiyDaFsbzcPCRBNhYlsayYkJREeFSEhPYFjCJHRCMruHh4llRBhENmP696dx5D5ShygmRBJISExgz4gm9MBEjommkJacSHNWM2lDkxmWNIVYLEbt6Gb0AMWIlGkMSGijaUIj6QOjTIylEmuLsXN0Mwn9kpgYSyM1AfaMb6bfoEyGJk0G3jpyg+9oxrgekCCvAX4CTCLecFRACXC+1npjL89VAyzXWl9/yPZHgcVa6+FdHLsMmK21nnrI9ouAZcAsrfURhwocOA5MEAQhSPR0jKsgCEJQ6Cqv9WmUrdb6d1rrycRnA/gCMJ341FW9arTuZz37v/k9hBnEG8PdHTtx/5Rahx7bCmzq6uDm5kOHxtrFodPh2IS4BRNx8wabc5tJ5ew04hZcbPYzxa1PPa5OopS6CbgfmNK+GpdS6hji02HdorX+ZRfHzgb+BVyltX56/7YkoBjYpLVe1NW1be+VkKccg4m4BRNTZxWwDbmHgonNbmC3nymzCphUuk8AFcALSqlzlFL5xGcZ2MYB88IqpSYopaJKqdvbt+1fYGAZ8JBS6hql1JeIz24wEfhZdxduaWlxVMQ0SktL/Q7BNcQtmIibN9ic20wqZ6cRt+Bis58pbsY0XPevjDUf2Ag8AywFyoH5WusDH0FXQCKHx3418dkO7gJeBsYBX9Zad9u3nZLizZyjfjFx4kS/Q3ANcQsm4uYNNuc2k8rZacQtuNjsZ4qbMQ1XAK11pdb6Aq31AK11f631uVrrikP2qdBaK631zw/ZHtJa/5vWepTWOk1rfVJnCyR0RiQS6X6nALNjxw6/Q3ANcQsm4uYNNuc2k8rZacQtuNjsZ4qbUQ1Xv0hKOtpZwYLBkCFdTmMbaMQtmIibN9ic20wqZ6cRt+Bis58pbtJwJT7g2GZsfrJY3IKJuHmDzbnNpHJ2GnELLjb7meImDdfPALY+4QjiFlTETegrNpezuAUXm/1McTMjCp9xen1w00hOTvY7BNcQt2Aibt5gc24zqZydRtyCi81+prgZM4+rnyil9gEf+x2HiwwD6vwOwiXELZiIm3NMONLKgpbnNrmHgonNbmC3n5duR8xr9o7c7x0fH2miWxtQShXY6iduwUTcPMPa3GZYOTuKuAUXm/1McZOhAoIgCIIgCEIgkIarIAiCIAiCEAik4Rrncb8DcBmb/cQtmIibN5gUi9OIWzCx2Q3s9jPCTR7OEgRBEARBEAKB9LgKgiAIgiAIgUAaroIgCIIgCEIgkIarIAiCIAiCEAhkHldg2LBh+phjjvE7DEEQhF6zZs2auiNN1C25TRCEINJVXpOGK5CVlUVBQYHfYbhGdXU1o0eP9jsMVxC3YCJuzqGU2nqk12zObXIPBROb3cBuPy/dusprMlTgM0AsFvM7BNcQt2AibkJfsbmcxS242Oxnips0XIGEBLuLISMjw+8QXEPcgom4eYPNuc2kcnYacQsuNvuZ4mZvVusF0WjU7xBcZffu3X6H4BriFkzEzRtszm0mlbPTiFtwsdnPFDdpuALJycl+h+AqY8aM8TsE1xC3YCJu3mBzbjOpnJ1G3IKLzX6muEnDFWhtbfU7BFcpLy/3OwTXELdgIm7eYHNuM6mcnUbcgovNfqa4yZKvQF5enrb1yVuID6i2daybiW6xWIzt27fT1NTUp/NorVFKORSVWYhbz0hOTmbEiBEMGDDgiPsopdZorfM6e83m3GZi3XcKU90aGhqora0lEokc9Tlsrvtgt59Tbn3NazIdFtDc3Ox3CK6ydu1a5syZ43cYrmCiW11dHUoppk6d2qf/fJqamsjMzHQwMnMQt+7RWhMKhaiqqgLoMskfCZtzm4l13ylMdGtoaKCmpoasrCzS09OPugFjc90Hu/2ccHMir5n3kc4HTHlSzi1MS4BOYqLbnj17GDlyZJ97TGxNfiBuPUEpRUZGBllZWdTW1h7VOWzObSbWfacw0a22tpasrCwyMjL61Otmc90Hu/2ccHMirxnVcFVKjVVK/Vop9Z5SqlkppZVSx/Tw2ASl1K1KqQqlVItSqkgpdUFPjrW5VwJgzZo1fofgGia6tbW1OfJQTF+HGpiMuPWc9PT0o/5q1ubcZmLddwoT3SKRCOnp6X0+j811H+z2c9KtL3nNqIYrkANcBNQDb/fy2DuBnwOPAGcB7wPPKqXO7u5Am3slAHJzc/0OwTVMdXNiHJB8cg8mTrv15V6yObeZWvedwFQ3yWvdY7Ofk259uZdMa7iu1lqP1FqfDTzb04OUUiOAHwG/0Frfr7V+Q2t9PfAG8Ivujre5VwKgsLDQ7xBcw2Y3+eQeTExyszm32Vz3bXYzqX64gc1+prgZ1XDVWh/temILgRTgD4ds/wNwrFJqYlcH29wrATB79my/Q3ANm928vC9feeUV5s+fz6hRo0hNTWXs2LFcdNFFlJSUHLbvtm3buPDCCxk4cCADBgzg/PPPp7Ky8rD96uvrueaaaxg2bBiZmZmcccYZFBcXA3bXOZPcTIrFaWyu+za7+XVP/u1vf+MLX/gC/fr1Y8CAAeTl5bFq1aqD9ukqZx1IS0sLP/7xjxk9ejTp6emccsoprF69GrC7zpniZlTDtQ/MBMLApkO2r9//e0ZXB7e0tLgRkzGUlpb6HYJr2Ozm5X25e/ducnNzeeSRR3j11Ve55557WL9+PSeffDJbt27t2K+5uZn58+dTWlrK008/zTPPPENZWRmnn376QZ/Gtdbk5+ezYsUKfv3rX/N///d/RCIRTj/9dLZv3251nTPJzaRYnMbmum+zmx/35GOPPcY555xDbm4uzz//PM8++yyLFy8+6BuJ7nLWgXzzm9/kiSee4I477uCll15i9OjRLFy4kLVr11pd54xx01ob+QNcA2jgmB7s+zjwSSfbc/af4/Kujv/c5z6nbaa5udnvEFzDRLeSkhJHztPW1ubIeY6W0tJSDej777+/Y9tDDz2kExISdFlZWce2LVu26MTERP3LX/6yY9vy5cs1oFetWtWxbc+ePXrw4MH6e9/7nu9ubuKGW1f3FFCgP4O5zcS67xQmugU1r5WXl+u0tDT94IMPdrlfdzmrnbVr12pA//73v+/YFolE9JQpU/SiRYskt/WCo81rtvS4KuIN1M62d36AUtcppQqUUgXV1dXU1dVRXV1NVVUV9fX1bN68mVAoRElJCbFYrGPMUfvTnoWFhcRiMUpKSgiFQmzevJn6+nqqqqpoP19FRQWNjY2UlpYSjUYpKio66Bztv4uLiwmHw5SVldHQ0EBlZSW1tbXU1tZSWVlJQ0MDZWVlhMPhjq8tDj1HUVER0WiU0tJSGhsbqaio6HDasGGDdU7t71NxcbFxTlrrjk/y7b2Q7b+bm5s75rFra2sjHA4TiURobW2ltbWVaDRKS0sLsVisY99Dz9HU1NRxjlgsRktLC9FotOMckUiEcDhMW1sboVCo23jaz3FgPJFIhH79+nXUl/Z4XnzxRU488URycnI6zjFy5Ejmzp3L888/33GO5cuXM2bMGObOndvh1L9/f84++2xeeOGFLp22bNmCUorf/OY33HzzzYwaNYr+/fvzta99jX379rFu3ToWLlxIv379yMnJ4fHHHz/oXEVFRZx77rmMGDGCtLQ0xo0bxwUXXEAoFOoolwPLuK/vU3sZu/k+tba2HvHeO5TPSm4rLS21zqn9fdq0aZNxTpFIxJE6Ew6HPakz7bnt8ccfJyEhgauvvrojt3WWB1588UVGjx590LdHycnJLFq0iOXLl3c4Pf/88yQnJ3Peeed1OCUkJHDBBRfwyiuvsHv37i6dlFLcdttt3HvvvUyYMIHMzEzOOussqqur2bp1KxdddBEDBw5k3Lhx3HnnnQeda8uWLVxxxRWMHj2a1NRURo8ezVe+8hWqqqoCm9uOdO91yZFatH7/0Lse13uBFvavBHbA9hP3n+MrXR0/e/bsI38ksIDdu3f7HYJrmOjmVM9EJBJx5Dy9IRqN6nA4rDdu3KjPP/98PWrUKF1TU9Px+siRI/V111132HHf/va39bBhwzr+Pumkk/SCBQsO2+/ee+/VgK6vrz9iDOXl5RrQ48eP11dccYVesWKFfuCBB3RSUpK+/PLL9axZs/TDDz+sX331VX3eeedppZRet25dx/GTJ0/WJ5xwgn7uuef0m2++qZcuXaovvfRSHQ6Hj7ZYeoUb79vR9kzYnNtMrPtOYaJbUPPa6aefrufMmaOffPJJnZ2drRMTE/WkSZP0I488ctB+3eWsffv2aa21vvjii/WUKVMO22/ZsmUa0GvXru0ynvbcdvbZZ+uXXnpJ/8///I/u37+/XrhwoT711FP1nXfeqV977TV93XXXaUC//PLLHceeccYZevLkyfoPf/iDfuutt/Sf//xnff311+vy8vKjKJne4/R7d7R5zZaVs9YDqcAkDh7n2j629fAnTA4gFjvaZ8KCQXNzM4MHD/Y7DFew2c2P+/Kkk07q6IXJyclh1apVjBgxouP13bt3d1reQ4YMob6+/qD9jjnmmE73A9i1axeDBg3qMpZJkybx9NNPA7Bw4ULefvttnnnmGZ555hkuu+wyAPLy8njxxRd57rnnmDlzJnV1dZSVlfHCCy+Qn5/fca6vf/3rPSyBvmNSPjEpFqexue7b7Ob1Pbljxw527NjBj3/8Y+6++24mTZrEs88+y3e/+12i0Sg33ngj0H3Oqq+vp1+/fl3mQIjntu5ITU3lhRdeICkp3gRbt24dDz74IHfeeSdLliwBYN68eR3jcc8+Oz6r53vvvcfdd9/NpZde2nGuxYsX96I0+oYp+cSWhusKoBW4FPiPA7ZfBqzTWpf7EpUhmLjmtVPY7OYHzzzzDA0NDWzZsoX777+fM888k3feeeeghN7Z/HvxD8gH/92T/brirLPOOujvadOmAfFGbDuDBw9mxIgRbNu2DYChQ4eSnZ3NLbfcQk1NDfPmzWPy5Mk9vqYQHGyu+za7eU0sFmPfvn089dRTnH/++QDMnz+fiooK7rnnHr7//e+jlOpxznIit5155pkdjVboPLclJSWRk5PTkdsATjjhBO677z601syfP59Zs2Y5Mrdu0DCudiilLlRKXQi0z8B81v5tXzxgn6hS6n/a/9Za1wIPArcqpf5NKTVPKfVbYD5wWw+u6ayEYTixipOp2Ozmx305ffp0TjrpJL72ta/x+uuv09jYyC9+8elUyIMHD+4Yw3Ug9fX1B/VCDBky5Ij7tb/eHYf2aqSkpBxxe/vTrkopXnvtNfLy8rj11luZMmUK2dnZ/Pa3v+32ek5hUj4xKRansbnu2+zm9T05dOhQIN5YPJAFCxZQU1NDdXU10H3Oas87fuU2gGXLlpGfn89//dd/cdxxx5GVlcUdd9zhWU+oKfnEuIYr8YUHngW+tf/vR/f/fWBPauL+nwP5KXAXcCPwCjAXuEhr/dfuLmhK97dbNDY2+h2Ca9js5vd9OWjQIHJycti06dPRNzNnTzG9SAAAIABJREFUzmT9+vWH7VtSUsKMGTN6tN/48eNdnQ8wOzub//3f/2Xnzp3861//Yv78+dxwww38/e9/d+2aB+L3+3YgJsXiNDbXfZvdvL4nZ86c2en29h7S9t7t7nJW+8OqM2fOpLy8/LDFPUpKSkhJSSE7O9vJ8A9ixIgR/OY3v6GqqorS0lKuuuoqfvazn/HYY4+5ds0DMSWfGNdw1VqrI/zMO2Sfqw45rk1rfZfWeoLWOlVrfZzW+rmeXPPALnsbGTZsmN8huIbNbn7flzU1NZSWljJp0qSObfn5+bz//vts2bKlY1tFRQXvvvvuQWNK8/Pzqaqq4q233urY1tDQwF//+lfy8/M9cVNKMXv2bB544AEgPo7MC/x+3w7EpFicxua6b7Ob1/fkeeedB8QXWTmQV155hbFjxzJq1Cig+5zVTn5+PpFIhGef/XRxz2g0yrJly1iwYIFnS75OnTqVu+++m8GDB3/mcpsZUfhMa2ur3yG4yvbt2zvG0NiGzW6tra2kp6d7cq3zzjuPOXPmcNxxxzFgwAA2btzIgw8+SFJSEj/84Q879rv22mt55JFHOOecc7jrrrtQSvHv//7vjBs3juuvv75jv/z8fE455RQuu+wy7rvvPgYPHsw999yD1pqbb77ZNbePPvqIG2+8kYsvvpicnBza2tp46qmnSEpKYv78+Y5frzO8fN+6w+bcZnPdt9nN6/px9tlnc/rpp3P99ddTV1dHdnY2zz33HK+++ipPPvlkx37d5ax2Zs+ezcUXX8xNN91EJBJh4sSJ/Pa3v6W8vJylS5e65rd3717OOOMMLr30UqZNm0ZycjIvvPAC9fX1LFiwwPHrdYYpuU0arsSf8LOZnJwcv0NwDZvd0tLSPLvWySefzJ///Gd++ctf0trayrhx45g3bx633nrrQQ9mZWZmsmrVKn7wgx9w+eWXo7XmS1/6Eg899NBB874mJCTw0ksv8aMf/YgbbriBlpYWTjnlFN544w3GjRvXqwcZesOoUaMYP348DzzwANu3byctLY1jjz2Wl156idzc3O5P4ABevm/dYXNus7nu2+zmdf1QSrF8+XJuvfVWfvazn1FfX8+0adNYunTpQbONdJezDuTJJ5/kpz/9KUuWLGHPnj0cf/zxrFixgjlz5riW29LS0pgzZw5PPPEEW7duJSEhgalTp7J06VLOOeccV67ZWQwmoNwq5CAxc+ZM3dnYFlsoKiri+OOP9zsMVzDRbcOGDUyfPr3P52lubjZmbWinEbfe0dU9pZRao7XO6+w1m3ObiXXfKUx0k7zWM2z2c9rtaPOacWNc/cCErm83MS0BOonNbrYmPxA3r7A5t9lc9212M6l+uIHNfqa4ScMVDns60DbaJ5S3EZvd2pfEsxFx8wabc5vNdd9mN5PqhxvY7GeKmzRcMedThFt4NbbPD2x28+rpVD8QN2+wObfZXPdtdjOpfriBzX6muEnDFbt7JcDuT+82u5ny6dYNxM0bbM5tNtd9m91Mqh9uYLOfKW7ScMXuXgmw+9O7zW6mfLp1A3HzBptzm81132Y3k+qHG9jsZ4qbNFyBUCjkdwiuUlxc7HcIrmGzm829ZeLmDTbnNpvrvs1uJtUPN7DZzxQ3abhiztxkbjFlyhS/Q3ANm91svi/FzRtMisVpbK77NrvZfE+C3X6muEnDFbtXlwGorKz0OwTXsNnN5vtS3LzBpFicxua6b7Obzfck2O1nips0XDFn/V23GDlypN8huIbNbsnJyX6H4Bri5g025zab677NbibVDzew2c8UN2m4Am1tbX6H4Cp79uzxOwTXsNktGo36HYJriJs32JzbbK77NruZVD/cwGY/U9yk4Up8jWKbMWVcihvY7GbzfSlu3mBSLE5jc9232c3mexLs9jPFzYwoBEHwnUWLFnHxxRd3/P3BBx+QkZFhzNx9QULKUhDMQeqjc5hQltJwBWKxmN8huEpLS4vfIbiGzW5e35dZWVlUVVV1/H3iiSfSr18/Vq5c6fi1bK5zsVjM07LsLhZbsbnu2+zmxz0puc0ZTMlt0nAFEhMT/Q7BVQYNGuR3CK5hs5vXD9ZkZWWxffv2g7ZlZmayc+dOx69l80NDSUlJnpZlV9ic22yu+za7+VH3Jbc5gym5zd4S7gWmDDh2i5qaGgYMGOB3GK4QFLeLH3vvsG1fPW40l59yDKHWNq568oPDXj/nuJF8/ZRsdje18u0/HL4E5GUnT2DR8WPYsSfED5atPei1Zdef0usYs7Ky2LFjB1prlFKUlZWxdetWTjvttF6fqzsikchRNaru/eBeSneXOh5PV0wbMo2fnPiTHu8fiUQ8LcuusDm3BaXuHw1BcuttbovFYlx0wngW542T3HYAktt6jvS4AikpKX6H4Crjx4/3OwTXsNnNjx7XSCTCzp070Vpz0003sWjRIqZOnUpZWRlf/epXycvL47TTTuOTTz7p07VsrnMpKSldluXcuXN5//33Abjuuuu4//77XY3FVmyu+za7+fGAj+Q2ZzAmt2mtP/M/M2bM0Dbz0Ucf+R2Ca5joVlJS4sh5mpqaHDlPTykuLtaAXrNmjb799tv1hAkTdG1trW5padHz58/XW7du1Vpr/cQTT+glS5b06Vpeu3lJU1PTEctSa61feeUVvWjRIv3www/rq666qkfn7OqeAgr0ZzC3mVj3ncJEt6DmNa0ltzmF07ntaPOaDBUA0tPT/Q7BVY499li/Q3ANm90yMjI8vV5WVhYAS5Ysobi4mLfeeovhw4ezbNkyNmzYQH5+PhBfPeWSSy7p07W8dvOSjIyMI5YlwIIFC1iyZAl/+ctfePXVV12NxebcZnPdt9nNj7ovuc0ZTMlt0nAFmpub/Q7BVdasWUNubq7fYbiCzW5NTU1kZmZ6dr3BgweTkZFBWVkZq1evZuLEiQAUFxdz3333cemllzp2La/dvKSpqemIZQlQWFhIXV0ds2bNcv1rRZtzm81132Y3P+q+5DZnMCW3yRhX7P6EBFibAMFuNz+SX1NTE2VlZQclo1GjRvHaa68R//Ymnuz7iq2JHT5166wsd+zYwTe+8Q1WrlxJdXU1a9euPdJpHMHm3GZz3bfZza+6L7mt75iS26Thit29EhD/9G4rNruZMjn21Vdfzd69e5k+fTqzZ8/mySef7PM5TXFzgyO5hUIhFi9ezMMPP0x2dja33XYbd955p6ux2JzbbK77NruZVPclt/UOU3Kbav+k8VkmLy9PFxQU+B2GYAkbNmxg+vTpfochWERX95RSao3WOq+z1yS3CU4heU1wmqPNa9LjSvzTgs0UFRX5HYJr2Oxmc2+ZuHmDzbnN5rpvs5tJ9cMNbPYzxU0arkBaWprfIbjKzJkz/Q7BNWx2s/mJcHHzBptzm81132Y3k+qHG9jsZ4qbNFyBcDjsdwiusmnTJr9DcA2b3Wxer1zcvMHm3GZz3bfZzaT64QY2+5niJg1X7F7pAmDs2LF+h+AaNrvZfF+KmzeYFIvT2Fz3bXaz+Z4Eu/1McTOq4aqUGqeUek4ptVcp1aCU+otSqkdr3ymlxiulnlZKVSqlmpVSG5VSdymlup2bwub1vAHq6ur8DsE1bHaz+b4UN28wKRansbnu2+xm8z0JdvuZ4mbMAgRKqQxgFRAGrgQ0cBfwhlLqOK31EeeY2N84XQkkA/8OVAInAP8BTAYu7urafqyd7CX9+vXzOwTXsNnN5vtS3LzBpFicxua6b7Obzfck2O1nipsxDVfgWiAbmKq13gSglPoIKAOuBx7o4ti5xBuoC7XW7euMvaGUGgL8SCmVobU+4uNwtk8JFolE/A7BNWx2s/m+FDdvMCkWp7G57tvsZvM9CXb7meJmRvM5Tj7wfnujFUBrXQ68C5zTzbHtAy8aDtm+h7ijcirIIBKLxfwOwTVsdhME4cjYXPdtdhOEvmJSw3UmsK6T7euBGd0cu5J4z+y9SqkZSql+Sqn5wI3Af3c1zADM6f52C5uXfbTZzeb7Uty8waRYnMbmum+zm833JNjtZ4qbGVHEGQLUd7J9NzC4qwO11i3A54n7rAf2Aa8DLwHf7ewYpdR1SqkCpVTBJ598Ql1dHdXV1VRVVVFfX8/mzZsJhUKUlJQQi8UoLCwEPl2Kr7CwkFgsRklJCaFQiM2bN1NfX09VVRXV1dXU1dVRUVFBY2MjpaWlRKPRjkml28/R/ru4uJhwOExZWRkNDQ1UVlZSW1tLbW0tlZWVNDQ0UFZWRjgc7lhL+dBzFBUVEY1GKS0tpbGxkYqKig6n8vJy65za36eysjLjnLTWHRM1ty+R1/67ubkZrTWhUIi2tjbC4TCRSITW1lZaW1uJRqO0tLQQi8VoaWlBa33YOZqamjrO0b5fNBrtOEckEiEcDtPW1kYoFOo2nvZzHBjPgedoj8cJp/Z42ifGt8mp/dgD3Zxyam1tPeK9dyifldxWUVFhnVP7+7R9+3bjnCKRiCN1JhKJHFZnbMoDktt653Ske68rjFnyVSnVCvxSa33rIdv/E/iJ1vqI43GVUmnA34ExwJ3EH846EbgdWKq1/nZX154zZ45uTwo2EgqFjJk42GlMdHNqacRYLGbMJ1ynEbfecbRLI9qc20ys+05hopvktZ5hs5/TbjYs+VpPvNf1UAbTeU/sgXwTmAecrbX+g9Z6tdb6fuCHwLeUUsd3dXBra+tRhBscysvL/Q7BNWx283LyeKVUtz9OYvPE+ImJiZ6WZVfYnNtsrvs2u3ld9yW3OYcpuc2kWQXWEx/neigzgJJujj0WqNdabz5k+wf7f08Hjrj4s83LIgJMmzbN7xBcw2Y3L+9Lr795sbnOxWIxTxunXWFzOdtc92128/qelNzmHKbkNpN6XF8ETlZKZbdvUEodQ3yqqxe7OfYTYLBSKueQ7Sft/13V1cHtYy9sZe3atX6H4Bo2u9l8X4qbN5gUi9PYXPdtdrP5ngS7/UxxM6nh+gRQAbyglDpHKZUPvABsAx5r30kpNUEpFVVK3X7AsU8RfyDrb0qpK5VSpyulfgzcD6whPqXWEbH5CU6AOXPm+B2Ca9jslpnZ7aJvjrJo0SIuvvjTtTo++OADMjIyOgbRO4nXbl6SmZnpaVl2hc25zea6b7ObH3VfcpszmJLbjGm47p+yaj6wEXgGWAqUA/O11o0H7KqARA6IXWtdAZwMrCW+2tbfiC9o8Dhwpta6y0nxTPkU4RbtT47aiM1uXjdysrKyqKr69MuJE088kX79+rFy5UrHr+W1m5c0NTV5WpZdYXNus7nu2+zmR92X3OYMpuQ2k8a4orWuBC7oZp8KOllQQGtdAlx0NNe1uVcCIDc31+8QXCMwbk9+pft9piyEud/v2D9z9tfhc5dC0y748xXdH3/g/plDex1iVlYWK1asOGhbZmYmO3fu7PW5uqMvvRJbL7+Cgeedx6Dzz0NHIlR+45sMWnwhA/PziYVCbLvuegZ/7RIGnH02bfv2sf2G7zD48ssYsGAB0fp6qr5/I0Ouvpr+808nunMnVf/2Q4Zedy39TjuNSHU1O27+CcO+/S0yTz2V1m3bSBk3rtduXpZlV9ic2wJT94+CQLn1Mrdl/vmig3OV5LYOJLf1DGN6XP3E5l4JAFunwwG73cKt3j6dmpWVxY4dOzoeZigrK2Pr1q2cdtppjl/rs9Ar4VVZdoXNuc3mum+zW1uszfNrSm5zBmNym9b6M/+Tm5urbaatrc3vEFzDRLeSkhJHzhOLxRw5T09ZsWKFBnRNTY2OxWL67LPP1vn5+VprrTdu3Ki/8pWv6NzcXP35z39eV1dX9+laXrt5SSwW67IsTz31VP3ee+9prbW+9tpr9X333dftObu6p4AC/RnMbSbWfacw0S2oeU1ryW1O4XRuO9q8Jj2uQEtLi98huEppaanfIbiGzW5e35dZWVkAbN++nZ///OesX7+e3/3ud4TDYb71rW/x6KOPUlBQwJVXXslvfvObPl3L5jrX0tJyxLIE+NnPfsbdd9/Nr371KyKRCD/60Y9cjcVWbK77Nrv5cU9KbnMGU3KbUWNc/SIlJcXvEFxl4sSJfofgGja7paamenq99oS0ZMkSiouLeeuttxg+fDjLli1jw4YN5OfnA/FJ7S+55JI+XctrNy9JTU09YlkCLFiwgCVLlvCXv/yFV1991dVYbM5tNtd9m938qPuS25zBlNwmDVcgEon4HYKr7Nixg0mTJvkdhivY7Nba2urpZNaDBw8mIyODsrIyVq9e3fGfZ3FxMffddx+XXnqpY9fy2s1LWltbj1iWEB+/WFdXx6xZs1xvWNqc22yu+za7+VH3Jbc5gym5TYYKAElJdrffhwzpbCVdO7DZzY/7sqmpibKysoOS0ahRo3jttdc6BuMXFxf3+To217l2t87KcseOHXzjG99g5cqVVFdXuz7RvM3lbHPdt9nNr3tSclvfMSW3ScOV+DJmNmPzk8U2u5lyX1599dXs3buX6dOnM3v2bJ588sk+n9MUNzc4klsoFGLx4sU8/PDDZGdnc9ttt3HnnXf6EosN2Fz3bXYz6Z6U3NY7TMlt9n40EDpISLD384nNbqaQmZnJ888/73cYgSc9PZ133/10Eb/zzjuP8847z8eIgo3Ndd9mN5OQ3OYMXuc2qR2AUoetZ2AVycnJfofgGja72Xxfips3mBSL09hc9212s/meBLv9THGThit2d+0DNDY2dr9TQLHZzeb7Uty8waRYnMbmum+zm833JNjtZ4qbNFyxezA1wLBhw/wOwTVsdrP5vhQ3bzApFqexue7b7GbzPQl2+5niJg1X4lM82Mz27dv9DsE1bHaz+b4UN28wKRansbnu2+xm8z0JdvuZ4iYNV+yeMBggJyfH7xBcw2Y3W+cCBHHzCptzm81132Y3k+qHG9jsZ4qbNFyxe4k2gPXr1/sdgmuY6tY+L2BfCIVCDkRiJuLWc/oyrszm3GZq3XcCU92cGONoc90Hu/2cdOvLvSQNV+JTOdjM8ccf73cIrmGiW1paGrt27epz4zUjI8OhiMxD3LpHa01raytVVVVkZmYe1Tlszm0m1n2nMNEtMzOTqqoqWltb+5TbbK77YLefE25O5DUzRtr6jM2TPQOsWbOG3Nxcv8NwBRPdxo4dy/bt29m5c2efztPa2mrtWvPi1jOSkpIYOHDgUT+sY3NuM7HuO4WJbmPHjqWuro6tW7cSjUaP+jw2132w288pt77mNeXEV5pBJy8vTxcUFPgdhiAIQq9RSq3RWud19prkNkEQgkhXeU2GCmB3rwTEP73birgFE3HzBptzm0nl7DTiFlxs9jPFTXpckV4JQRCCi/S4CoJgG9Lj2g02PwUIUFxc7HcIriFuwUTcvMHm3GZSOTuNuAUXm/1McZOGK+bMTeYWU6ZM8TsE1xC3YCJu3mBzbjOpnJ1G3IKLzX6muEnDFXNWg3CLyspKv0NwDXELJuLmDTbnNpPK2WnELbjY7GeKmzRcMWf9XbcYOXKk3yG4hrgFE3HzBptzm0nl7DTiFlxs9jPFTRquQFtbm98huMqePXv8DsE1xC2YiJs32JzbTCpnpxG34GKznylu0nAFEhLsLgabx7mJWzARN2+wObeZVM5OI27BxWY/U9zszWqCIAiCIAiCVUjDFYjFYn6H4CotLS1+h+Aa4hZMxM0bbM5tJpWz04hbcLHZzxQ3abgCiYmJfofgKoMGDfI7BNcQt2Aibt5gc24zqZydRtyCi81+prgZ1XBVSo1TSj2nlNqrlGpQSv1FKTW+F8dPV0o9q5SqU0qFlFIfK6Vu7O64aDTat8ANp6amxu8QXEPcgom4eYPNuc2kcnYacQsuNvuZ4mbMXClKqQxgFRAGrgQ0cBfwhlLqOK11UzfH5+0//k3gGmAvMBno1921U1JS+hS76Ywf3+O2f+AQt2Aibt5gc24zqZydRtyCi81+priZ1ON6LZANnKu1Xq61fgHIByYA13d1oFIqAXgaeF1rnb//+De01o9rrR/o7sKmjNtwi40bN/odgmuIWzARN2+wObeZVM5OI27BxWY/U9yU1trvGABQSr0OpGmt5x6y/S0ArfUXuzh2PvA68AWt9du9vXZeXp4uKCjo7WGCIAi+o5Rao7XO6+w1yW2CIASRrvKaST2uM4F1nWxfD8zo5tjP7/+dppR6XykVUUrVKqV+pZRK7+7Czc3NvQw1WKxZs8bvEFxD3IKJuHmDzbnNpHJ2GnELLjb7meJmUo9rK/CA1vqWQ7bfBdyitT7ieFyl1H8TH05QDzxCfKxrHnAH8IrW+ryuri29EoIgBBXpcRUEwTaC0uMK8QeyDkX14Lh2jz9orW/XWr+ptb4f+A/gXKXUYT22SqnrlFIFSqmC7du3U1dXR3V1NVVVVdTX17N582ZCoRAlJSXEYjEKCwuBTz9xFBYWEovFKCkpIRQKsXnzZurr66mqqqK6upq6ujoqKipobGyktLSUaDRKUVHRQedo/11cXEw4HKasrIyGhgYqKyupra2ltraWyspKGhoaKCsrIxwOU1xc3Ok5ioqKiEajlJaW0tjYSEVFRYfT22+/bZ1T+/v05ptvWufU/j6tWrXKOqf29+m1116zzqn9fWp388rpUD4rue2dd96xzqn9fXrvvfesc2p/n/75z39a5yS5zXmnrjCpx7UGWK61vv6Q7Y8Ci7XWw7s49h7gFiBfa/3XA7Z/DigELtVa//FIx0uvhCAIQUV6XAVBsI2g9LiuJz7O9VBmACU9OBYO77Ft763tcvmYUCjUbXBBpv2Tjo2IWzARN2+wObeZVM5OI27BxWY/U9xMari+CJyslMpu36CUOgaYu/+1rvg78flfv3zI9oX7f3fZ5ZCWltabOAPHzJmdfR6wA3ELJuLmDTbnNpPK2WnELbjY7GeKm0kN1yeACuAFpdQ5Sql84AVgG/BY+05KqQlKqahS6vb2bVrrXcA9wLeUUncrpc5QSt0C3A48rbXe1NWFw+Gw8zYGsWlTl/qBRtyCibh5g825zaRydhpxCy42+5niZszKWVrrpv3zsT4IPEP8a/7XgZu01o0H7KqARA5vdN8B7ANuAH4EVAP3AXd2d22bV5cBGDt2rN8huIa4BRNx8wabc5tJ5ew04hZcbPYzxc2YhiuA1roSuKCbfSroZKYBHX/K7IH9P73C5vW8Aerq6ujXr9uVbwOJuAUTcfMGm3ObSeXsNOIWXGz2M8XNpKECvpGQYHcxmHCjuYW4BRNx8wabc5tJ5ew04hZcbPYzxc3erNYLTJkSzC0ikYjfIbiGuAUTcfMGm3ObSeXsNOIWXGz2M8VNGq6fAWKxLmcDCzTiFkzETegrNpezuAUXm/1McZOGK3Z/nQaQkZHhdwiuIW7BRNy8webcZlI5O424BReb/Uxxszer9QKbH2AA2L17t98huIa4BRNx8wabc5tJ5ew04hZcbPYzxU0arkBycrLfIbjKmDFj/A7BNcQtmIibN9ic20wqZ6cRt+Bis58pbtJwBVpbW/0OwVXKy8v9DsE1xC2YiJs32JzbTCpnpxG34GKznyluyuanTntKXl6eLijoclXYQBOLxawd6yZuwUTcnEMptUZrndfZazbnNrmHgonNbmC3n5duXeU1O0u3lzQ3N/sdgqusXbvW7xBcQ9yCibh5g825zaRydhpxCy42+5niJj2u2N0rIQiC3XxWe1wFQbAX6XHtBpt7JQDWrFnjdwiuIW7BRNy8webcZlI5O424BReb/Uxxkx5XpFdCEITgIj2ugiDYhvS4doPNvRIAhYWFfofgGuIWTMTNG2zObSaVs9OIW3Cx2c8UN+lxxf5eCXnKMZiIWzCRWQW8Qe6hYGKzG9jtJ7MKGERLS4vfIbhKaWmp3yG4hrgFE3HzBptzm0nl7DTiFlxs9jPFTRquQEpKit8huMrEiRP9DsE1xC2YiJs32JzbTCpnpxG34GKznylu0nAFIpGI3yG4yo4dO/wOwTXELZiImzfYnNtMKmenEbfgYrOfKW7ScAWSkpL8DsFVhgwZ4ncIriFuwUTcvMHm3GZSOTuNuAUXm/1McZOGK/EBxzZj85PF4hZMxM0bbM5tJpWz04hbcLHZzxQ3abh+BrD1CUcQt6AibkJfsbmcxS242OxnipsZUfiMUsrvEFwlOTnZ7xBcQ9yCibh5g825zaRydhpxCy42+5niJg1X7P46DaCxsdHvEFxD3IKJuHmDzbnNpHJ2GnELLjb7meImDVfsfoABYNiwYX6H4BriFkzEzRtszm0mlbPTiFtwsdnPFDdpuAKtra1+h+Aq27dv9zsE1xC3YCJu3mBzbjOpnJ1G3IKLzX6muMmSr0Bubq5es2aN32G4RjQatbbnRdyCibg5R1dLI9qc2+QeCiY2u4Hdfl66yZKv3WDzsogA69ev9zsE1xC3YCJu3mBzbjOpnJ1G3IKLzX6muEmPK5CXl6cLCgr8DkMQBKHXdNUzIblNEIQgIj2u3WDKpLpuYetXhSBuQUXcvMHm3GZSOTuNuAUXm/1McTOqx1UpNQ54EDgTUMBK4CatdWUvz3MrcDfwrtb6893tL70SgiAEFelxFQTBNgLR46qUygBWAdOAK4HLgcnAG0qpzF6cJxv4KVDb02Ns7pUAcz4luYG4BRNx8wabc5tJ5ew04hZcbPYzxc2YHlel1I3AA8BUrfWm/dsmAmXAzVrrB3p4nleACmAqkCQ9roIg2Iz0uAqCYBuB6HEF8oH32xutAFrrcuBd4JyenEAp9XVgDnBrby4cCoV6s3vgKC4u9jsE1xC3YCJu3mBzbjOpnJ1G3IKLzX6muJnUcJ0JrOtk+3pgRncHK6UGEx8fe7PWendvLpyWltab3QPHlClT/A7BNcQtmIibN9ic20wqZ6cRt+Bis58pbiY1XIcA9Z1s3w0M7sHx9wEbgad6e2GbV5cBqKzs1bNtgULcgom4eYPNuc2kcnYacQsuNvuZ4mYdthHlAAAgAElEQVRSwxWgswG3qruDlFKnAVcA39Y9HLSrlLpOKVWglCrYvXs3dXV1VFdXU1VVRX19PZs3byYUClFSUkIsFqOwsBD4dHByYWEhsViMkpISQqEQmzdvpr6+nqqqKqqrq6mrq6OiooLGxkZKS0uJRqMUFRUddI7238XFxYTDYcrKymhoaKCyspLa2lpqa2uprKykoaGBsrIywuFwR1f9oecoKioiGo1SWlpKY2MjFRUVHU6AdU7t71MkErHOqf19amxstM6p/X3avXu3dU7t79OuXbs8dTqUz0puS0xMtM6p/X1KT0+3zqn9fRo4cKB1TpLbnHfqCpMezqoBlmutrz9k+6PAYq318C6OLQHe4uCxrS8BicBZQEhrHT7S8ccdd5z+6KOP+hK+0VRWVjJ+/Hi/w3AFcQsm4uYcXT3EYHNuk3somNjsBnb7eenWVV4zaUHd9cTHuR7KDKCkm2On7//5Viev1QM/AB460sEJCaZ1PDuLzePcxC2YiJs32JzbTCpnpxG34GKznyluJjVcXwTuV0pla623ACiljgHmArd0c+zpnWx7iHiP6/eATZ28LgiCIAiCIAQIkxquTwDfBV5QSi0hPt71TmAb8Fj7TkqpCcBm4A6t9R0AWus3Dz2ZUmoP8XlcD3vtUGKxmAPhm0tLS4vfIbiGuAUTcfMGm3ObSeXsNOIWXGz2M8XNmO+RtNZNwHziMwM8AywFyoH5WuvGA3ZVxHtSHYs9MTHRqVMZyaBBg/wOwTXELZiImzfYnNtMKmenEbfgYrOfKW7GNFwBtNaVWusLtNYDtNb9tdbnaq0rDtmnQmuttNY/7+Zc83qyahZANBo9+qADQE1Njd8huIa4BRNx8wabc5tJ5ew04hZcbPYzxc2ohqtfpKSk+B2Cq9j6hCOIW1ARN2+wObeZVM5OI27BxWY/U9yk4Yo54zbcYuPGjX6H4BriFkzEzRtszm0mlbPTiFtwsdnPFDdj5nH1k7y8PF1QUOB3GIIgCL2mq/kOJbcJghBEuspr0uMKNDc3+x2Cq7SvUGEj4hZMxM0bbM5tJpWz04hbcLHZzxQ36XFFeiUEQQgu0uMqCIJtSI9rN9jcKwHmfEpyA3ELJuLmDTbnNpPK2WnELbjY7GeKm/S4Ir0SgiAEF+lxFQTBNqTHtRtCoZDfIbhKUVGR3yG4hrgFE3HzBptzm0nl7DTiFlxs9jPFTXpcgdzcXG1KF7gbRKNRkpJMWt3XOcQtmIibc3TVM2FzbpN7KJjY7AZ2+3npJj2u3RAOh/0OwVU2bdrkdwiuIW7BRNy8webcZlI5O424BReb/Uxxk4Yrdq8uAzB27Fi/Q3ANcQsm4uYNNuc2k8rZacQtuNjsZ4qbNFyxez1vgLq6Or9DcA1xCybi5g025zaTytlpxC242Oxnips0XIGEBLuLoV+/fn6H4BriFkzEzRtszm0mlbPTiFtwsdnPFDd7s1ovsP0BtUgk4ncIriFuwUTcvMHm3GZSOTuNuAUXm/1McZOG62eAWCzmdwiuIW7BRNyEvmJzOYtbcLHZzxQ3abhi99dpABkZGX6H4BriFkzEzRtszm0mlbPTiFtwsdnPFDd7s1ovsPkBBoDdu3f7HYJriFswETdvsDm3mVTOTiNuwcVmP1PcpOEKJCcn+x2Cq4wZM8bvEFxD3IKJuHmDzbnNpHJ2GnELLjb7meImDVegtbXV7xBcpby83O8QXEPcgom4eYPNuc2kcnYacQsuNvuZ4iZLvgJ5eXm6oKDA7zBcIxaLWTvWTdyCibg5R1dLI9qc2+QeCiY2u4Hdfl66yZKv3dDc3Ox3CK6ydu1av0NwDXELJuLmDTbnNpPK2WnELbjY7GeKm/S4YnevhCAIdvNZ7XEVBMFepMe1G2zulQBYs2aN3yG4hrgFE3HzBptzm0nl7DTiFlxs9jPFTXpckV4JQRCCi/S4CoJgG9Lj2g0290oAFBYW+h2Ca4hbMBE3b7A5t5lUzk4jbsHFZj9T3KTHFft7JeQpx2AibsFEZhXwBrmHgonNbmC3n8wqYBAtLS1+h+AqpaWlfofgGuIWTMTNG2zObSaVs9OIW3Cx2c8UN2m4AikpKX6H4CoTJ070OwTXELdgIm7eYHNuM6mcnUbcgovNfqa4GdVwVUqNU0o9p5Taq5RqUEr9RSk1vgfH5SmlHldKlSqlmpVSlUqppUqpHpVyJBLpe/AGs2PHDr9DcA1xCybi5g025zaTytlpxC242OxnipsxDVelVAawCpgGXAlcDkwG3lBKZXZz+CXATOBXwFnALcAcoEApNa67ayclJfUhcvMZMmSI3yG4hrgFE3HzBptzm0nl7DTiFlxs9jPFzZiGK3AtkA2cq7VerrV+AcgHJgDXd3PsvVrruVrrR7XWb2mt/wh8GRi8/7xdEovF+hi62dj8ZLG4BRNx8wabc5tJ5ew04hZcbPYzxc2khms+8L7WelP7Bq11OfAucE5XB2qtd3aybSuwE8hyOM7AYesTjiBuQUXchL5iczmLW3Cx2c8UNzOiiDMTWNfJ9vXAjN6eTCk1HRgBbOjBvr09faBITk72OwTXELdgIm7eYHNuM6mcnUbcgovNfqa4mdRwHQLUd7J9N/Gv/HuMUioJ+G/iPa7/093+Nn+dBtDY2Oh3CK4hbsFE3LzB5txmUjk7jbgFF5v9THEzqeEK0NlqCEfTZfAIcCpwmda6s8YwSqnrlFIFSqmCXbt2UVdXR3V1NVVVVdTX17N582ZCoRAlJSXEYrGOFSPa1+otLCwkFotRUlJCKBRi8+bN1NfXU1VVRXV1NXV1dVRUVNDY2EhpaSnRaJSioqKDztH+u7i4mHA4TFlZGQ0NDVRWVlJbW0ttbS2VlZU0NDRQVlZGOBymuLi403MUFRURjUYpLS2lsbGRioqKDqe2tjbrnNrfp1AoZJ1T+/u0Z88e65za36fa2lrrnNrfp5qaGk+dDuWzktu01tY5tb9PycnJ1jm1v0/9+vWzzklym/NOXWHMyllKqRpgudb6+kO2Pwos1loP7+F57gF+AlyptX6mJ8fMmjVLr1vX2SgFOygtLWXatGl+h+EK4hZMxM05ulphxubcJvdQMLHZDez289Ktq7xm0lwp64mPcz2UGUBJT06glPop8amwvt/TRitAampqT3cNJDk5OX6H4BriFkzEzRtszm0mlbPTiFtwsdnPFDeThgq8CJyslMpu36CUOgaYu/+1LlFKfR+4C/ip1vrXvbmwzcsiAqxfv97vEFxD3IKJuHmDzbnNpHJ2GnELLjb7meJm0lCBTKAICAFLiI93vRPoDxyntW7cv98EYDNwh9b6jv3bLgH+CLwC/Mchp27QWnfZY5uXl6cLCgoctDk6tNZWPwUsCILzdPWVmim5TRAEoTd0ldeM6XHVWjcB84GNwDPAUqAcmN/eaN2PAhI5OPYv79/+ZeC9Q34e7e7afk2qG22L8c8tu7j7bxv48kOruf6Z+GDlWEyzdtsex67TPgjaRsQtmIibN5gyYbgbmFTOTiNuwcVmP1PcjOlx9RM/eiV+/XoZv3+3nPrmCMmJipMmDmXe1OFcc1o2T6zewi9WlPLopXNYOHOUp3EJghAspMdVEATbCESPq5+43SuhtWZd1V7u/tsGwtE2AFKSEvjClOE8eukcCv/9TP5wzUlcc1p8eO/XThrPsVkD+d4f/8VbGw9bFKzXmPIpyQ3ELZiImzdIj2swEbfgYrOfKW7S44p7vRLRthgr1n/CE6u3ULR9LymJCfzp+pOZM7779RT2Nkf42hPvs2lnI49dnsvpU0c4Hp8gCMFHelwFQbAN6XHthlAo5Pg5N+9s5EsPvMV3//gvGlqi3HnOTD786RkHN1oP/NCw7HJ49FR4ehE89w0Gvnkb/zd9NTcNeJO//b9HaCp5DXasPapY2icithFxCybi5g1u5DZTMKmcnUbcgovNfqa4SY8rkJubq53uAm8KR/n1qk3MHjeQM2eMIjHhkNkCdm6E574BV78MaQNhw1+h6E/QtDP+07wLWvYefEz6EPhJefzfr/wUwvsg/1fdxhIOh62dz1Hcgom4OUdXPRNu5DZTkHsomNjsBnb7eekWlAUIfKO1tdXxc2amJnHLWV2sMBHeB62N0FQXb7hOXxT/OZC2CITqoXk3hHbzxvptVL2/lctOngCJyZCYcvC+icmdXqqyspLJkyc7YGUe4hZMxM0b3MhtpmBSOTuNuAUXm/1McZOhAkBSknPt97rGMOc/+i5FR5rOqr4i/ntsLnz3Qxg66cgnS0yGfiNgxDT0+FNYunMSS5av4+GVZegv/Qy+cn98v3V/gcfnQf3WTk8zcuTIo/YxHXELJuLmDU7mNtMwqZydRtyCi81+prhJwxVoa2tz7Fz/+fIGiqv2kpmaePiLZSvhkRPho2fjfx+hh7QzlFL89rI5nD8niwdXbuS254uJtMXiL6YPgj3b4InToXz1Ycfu2ePcnLCmIW7BRNy8wcncZhomlbPTiFtwsdnPFDdpuAIJCc4Uw5qt9Tz/ryqu+0I2OSP6H/ziptfhT1+H4VMg50tHdf7kxATuv/B4vnP6JP7fB9v4xlMf0hbTMGk+XLsKMobB/54L/3jkoAe/0tLS+qJlNOIWTMTNG5zKbSZiUjk7jbgFF5v9THGz93skj9Fac+/fSxnWL5Ub5uUc/OKWt+KN1mFT4IoXIWPIUV8nIUHx44XTmDA0k537wp8+9DUsB659HZZ/G179KWz/EPJ/DWkD+mAlCIIgCIJgDtJwBWKxWJ/P8XZZHR9U7ObOc2eRmXpAsX5SDH+6FIZkwxUv9KnReiAX5Y3r+Pf7W3YRaYtx2uThcNEz8O7D8Pod8MlHsPgpWiLdzxsbVFpaWvwOwTXELZiY5OZEbjMVk8rZacQtuNjsZ4qbvd8j9YLExE7Go/aSUycN5aGLZ3PJCZ82KNmzDZYujvd6XvocZA7t83UORWvNQys3cuXvP+CJ1VvQAJ+/Ca56GSIh+N2ZDKt+w/HrmsKgQYP8DsE1xC2YmOTmRG4zFZPK2WnELbjY7GeKmzRcgWg02qfjtdYkJSZw7ueySE7cX6ShPbD0QmhtjjdaB2Y5EOnhKKX43ZUnsGDGKP7zbxv49h8KaWiJwIRT4FvvQM4Z1Gl7e1xramr8DsE1xC2YmOTW19xmMiaVs9OIW3Cx2c8UN2m4AikpKd3vdASibTHOffQfvPxR9cEvrLgFdm2CS5bCyBl9jLBr+qUm8dvL5vDTs6fz2oYa8n/9Drsaw5A5DL72R0Z+bmF8x9fvhI//7mosXjN+/Hi/Q3ANcQsmJrn1JbeZjknl7DTiFlxs9jPFTRqu9G3cxt/WfULRtj0kJx6yMtbJN8BXHoCJp/Uxup6hlOLaL2Tzp+tOZm7OMIZkfvof1saNG6G1CTa+ApXveRKPV2zcuNHvEFxD3IKJSW6mjElzA5PK2WnELbjY7GeKmyz5CuTl5emCgoJeH6e1ZtEj79AcbmPlv32RhAQF0VZIMqOXo3JXM/e9+jG3f3UGw/unxmNDQ1IqVLwLkWaYfKbfYQqC0Ae6WhrxaHObIAiCn3SV16THFWhubj6q497bsot1VQ1cc1p2vNGqNSy7FF7+kcMRHh3FVXt5Zf0nzL/vdV4s2oFOTI43WiE+88DSC+H5b8WXlA0otq7DDuIWVExyO9rcFgRMKmenEbfgYrOfKW7S48rR90pc9eQHrKvayzs/mU9aciK0ReDNe6D/aDjxWhci7T1lNfv48XMfsXbbHs6YPpJbzppGzoh+EA3D6vvgnQchbRAsvBuOuwiU6v6kgiAYg/S4CoJgG13lNWm4AjNmzNAlJSW9Pu6dsjp2N7eSf/wYF6KCcFuYT5o+oXbtP9lbVc6WmYOpba5lwrPvk7yniZcvGEtqYipn7hzJjAl5zJibT2LC4dPffFBQwNrmwTy0soyvnzieJV894GGxT9bBX2+EqgKY+EU4679gxDRXfNxgzZo15Obm+h2GK4hbMPHarasEf7S5ra+0RmNsqm0kJUmRM6I/dY1hFv36HdJTEjkuayDHjh3EwpkjGTs446ivIfdQMLHZDez289JNGq7d4EivRMHvYcBYmLKgV4dprdm8/l3KP1hJyezBVO2rIvv/Cpiwbic3Xxnf54aX2pi1VXPDd5IYmDqQr6+GEbvbWPGNmTSEG7jq/mKaUhUPXjWIvFF5LKgcRM5xX2TK504nQX06GmRXY5ikhAQGZiTzTlkdL6yt4rvzc5gwOA3WPAkr74DWRsi9Ck6/LT4rgSAIRmNCj6vWmmcLtrN2+x6Kt++l9JMGIm2axXOyuG/RBGLNe3j45TVEQg18vLOF1xsnoBQ8m7eRvOnZMOOc+ImW3xAfutTaCOmDYdSxMHIWHDMX0ga67iEIghl0lddk5SwgFAr1av8N1Q0s+3AbN50xmUEZKfGFBlbcBlO/3KOGazTSyocrnuIv/Tfyz08+YOGrdZzznubWm1MZMXAMo0b0Izo5ne8c/1XG9M9i9LGJDE8byodTZpOWlAaXxM9z4f7z7crdwr/KVrMguYKCqn8y+oEKXpn5HN/IH0TuiFxOfWMv0/MvYnrumaQmJgOweWcjLxTt4C//quKc48fw7XkXM/n758Kbv4g3wncUwnVv9qpc/KCoqIjjjz/e7zBcQdyCiUluvc1tPaU1GmNVaS2f7A1x1dyJKKX479WbqdsX5tixA/lhXhLzwm8xqepluLecBOAH7Qdn5bHthr/ybME2jtt4F0SyWZ10Km+X7eTfqjeQrqKQkgk162DDi/FjElMg5wyYcS5MWQjpg4wqZ6cRt+Bis58pbtLjCuTm5ureDDr+5lMf8mHFbt6+eT4DM5Lh2avg4xXw3Q9h0LgjHlfbXMuzG5+latkfuPz5Pdx7zWCyTj6dkxMnM6v/FMZOP4Hk/Q3LvlC1aS0f1RbxT8r5eNP73H73Vp76UgKvnZzKcf2msPjNCGnnfZXhU7/I8oIQ/++DbYQibVxxygTuOGcW7PwY9n0C2V+EcGN8KMHnb4r3fhhGNBolKcnOz1/iFky8duuqZ6K3ua07YjHN797Zwn+/tYXdTa0cMzSD1384j8QExa7GMEN2/hP19gOw5Q1AxacDzDkzvtR16oD4KoKZIz6d2zoSgqQ0/nv1Fu5/5WOiMc20Uf05Z3YWi44fzdiMGFQXQenLULIcGqpg3m0w7ydEWxpJCu91bXEXP5H6EVxs9vPSTXpcuyEcDvd434KK3bxeWsuPF06NN1or3oH1z8O8W4/YaF2/+X3Kf76EF8fV8v5U+OLcE9k1cxqPX3ADKelHP8brSGTlzCYrZzZnAZwKH2S/xsJBIUa0lFFT+B5jXy/h/oGlrN36ADMbBvDLdbDyjJNIzDyFuuZR9B+cw+qdg5gf0yTuLI3/J9T+sFljLSSlxf8DMoBNmzYxbVpwxuT2BnELJia59Sa3dUdNQws/WLaWf2zexbypw7nylGM4bfIwEnUbxBRD+6VC4T+hdgOcvgRmfw0Gju36pMnpAHzri5NYnDuWlz6q5oW1Vdy7opRlH1byxo/moY6Zy94RJzJwwV3xsfgD4s8UfPLOUsa+czN88zUYd2L8Q3ZyOnQyzj9omHQPOY3NbmC3nylu0uMKzJkzRxcWFna7n9aaix57j4pdzbz143lkJCl47IvQsge+8wGkHNwI/bD0dZ6oXMb7Vf/gF8/AvjNP5NTv/AfjBhy5V9YNGhsb6devX8ffreFmNu3ZRHH9BmreXcWxz/yTe86NUT1Yc/KGGJe/pVhy9ixaB+ZxxfELuDw3m/6ZmfEZB176ARQtg2MvhLyrYcznPHU5lEPdbELcgonXbl31TPQ0t/WEzTsbufix9/jxwqlclDcOpRTsqYSn8+FLt8Os8+NLXCck9Xku68pdzezYG+Lk7KFE2mLk3bWSMYPSWThzJGdMH8nMMQNort5IZvkrcNK34td77XYofAYmzd//c3pHIzdoSP0ILjb7eekmPa7d0NP1vN8uq+PDinruPGcmGSlJ8bGgNcVw4ZMHNVq37N3CP39yHaPWVrHp+yO46YR/47SvL6Z/an+3FLqkrq7uoJstJTWDGSOPY8bI42DaxfBNOCnSTOnuUspTX6KhchXR8ZU0sZ7tf3qSlf+Rwp+/mc+PvnQ+sz93GYltrfDRn6HwaRh1HOReCbMuhPRBvrvZhLgFE5PceprbjoTWmvc27+KUSUOZNLwfb988n/TkhPhX9gPHwoAsyJrz6YOcKb37BklrTSgaYk/NNhp3VdM4agCNkUYi/yomqaGJf6R+ntSETL55yiBWb27l4dfLeGhlGaMGpPHtk4dz5fzvf3qyiV+IfyO0eRWsey6+bdjU+JCniV+MP+CVPrhP5eEVJt1DTmOzG9jtZ4qb9LgCs2fP1mvXru12vy07G/nf97Zy29nTSYnshV/NgRHT4aqXQSka9+7it6W/448f/4nPVSZyceKJfOGme0lP96fB2k5dXR3DhvVuhoC2WBvrdq1jzRO/gcK1PPjVFlCa61YlMSxxGOoHlzN3by3jipfHG+9JaTB9Ecy+NP4fiEdf1x2NW1AQt2DitVtXPRM9zW2dEW2L8fO/rucP71fy+OW5LJg5Kv4g6ks/iH9l//21R/yw2tYWpeLjD9iYvpfKhkrS3i1i8JrN/P1r2TSEGzjh7+V8bs1ebvx2Mm26jW+uaOOUUs01N8X7Uq7/WxvHb9Hc8N343ze81MaUasVvb55FUttwxn/YyPQhwzn2soup29OP379Zx+cnj2RuzjCOyxpAct2GeAO2/C3Y+o/4KoEomPYVuGRpPMjW5l43tL1C6kdwsdnPSzfpce2Gnjbes4f34+f5M+N/rLgDQvXw5V+AUhR+/CZNV3+P+tkxzrlsMd9b/D2Gpg91MeqeE4lEen1MYkIixw8/nuNvexz+f3tnHh9Vdff/93e2TPY9EAhL2LewhB3ZBVEU3OtSteqj1db2se1TW22ttdZuj1a7abX+WvcFrQr2cQNUFgWRLUCCLIGQkJVA1klmn/P74w4Yx4TNkMwM5/163dfknnvOvd/PzZ3vfO9ZgUWtR/is+lNaNz9J2eGDPLPlIQDuWWGFwTNInJTExH0r6LnjNZh1N8y5x1hJ7AwvaHA62iIFrS0yCSdtp1sx4fL6+e+Xt7J8Zw23zRrAucOyjBam5feB8sPce8H6RdDnaDzMzo9eZ2OOm61HttP/zU1cvsrNfT8y44oRLv/cwsCdPhpaUkiKS8E6YADNqpmbR84lMSaJzIxG3PUenpwznQRbAvEzfAQcDp7rmUiDq4EW70pqK0pJs8dxsHkfkzaVYg4obsp8D4CfLQvQarVy3YJcTP40Fh3wMHXcCLLn/ZSe9nR6HCklpmLTFzYrBX/Kg/zrYd79xn59CaTmhsUiLOH0DHU20awNoltfuGjTgetJ8tKGMvJ6J5OXkwyuJij+AKbegSdrGH/d9EeeLXyGO4bGcsWi75E/7YbuNvdLBAKBr32OzLh0LhxwIYE/LWT1nkNs3bCBTdUbaHV/QElTOW85/EhmIg8/l0S5dQvpfZaR73LSe+1fMX3jOUgf2AlKvkpnaAtXtLbIJNK1Odw+bn12E+v3H+FXi0fyrbFJsORa2POu0eS++C/4EnpRtHop62MO8nHTVpJXb+d7y7wsv9lCzPDhJM+bT9WYGJ5feAUDskdg+5bR53X60YvMD7noqJD9zJD9W+YAx2YCxHNRK9t2rOfJXrGUN5djK30Xh6+Z3Cyh1rmH89YfZn/JZu4NvATAn57wsatfDEsv7U+/9z5n4cf1xKSMIz2lBwNba8loaUAemwDxmZAzCfpMhJyJkD0WYrq+aTTSn6HjEc3aILr1hYs2HbgCJpPpuMcPNbn45VuFXDuprxG42pPg9o8p3rmRzy89hzcXOLki/xtc/80fE2cNv6anuLjOs8lkEuYM68GcYYs51Hweb0y5mU82lvL7KUk01G/ClfEim50HWPPJvaQ2K/7wjJ8Nnl+QPv8CxtXVMMQUj230FZAQ+st0enSmtnBDa4tMwknbiXxbe2wprWdzWT1/umosl2RWw5OLoLkK7/zfsiFzCO8WPcWBDR9w71ON7FhsRs0aw4iF19I8LY0X5lxOYtKZb2myxcQxaGA+qanBPqv3fQOAowttO69oYsCRMvIsLSzdUcTG0e+yN9ZH+WEzFfW7uO3/KvlgjPBi5m6k8DH+/niATdNGcHhIHLkNhQz9ZC09k130tfmwZg6H3uOgVz4MXQhJ2WdcXzg9Q51NNGuD6NYXLtrCKnAVkT7Aoxjv4wKsBH6glCo7ibJ24NfAdUAKUAD8VCm15kRlTzSA4bn1pfgCipum9YdNTxMYfRVLDrzNK6sf5ifVLn4/4IdMn3rLiS7TbdTV1X3h4DuRrEQ7t88ayG0zBxgjjJnAPddM4+3PSulxqJHxqQeoHvYR20xVbNr4v4woDXDPqwGWXP4omQOyGJs+hREDL6Xn8HNO24YzpS0c0Noik3DSdiqDsw473GQkxDBzSCZr/mcGPXc8Af/5PSXJ2bw58Tqm3fk4q0YrPpqXwpyJc6nNTOLBC64jNfMEU16dIY53n2PjkugfN4r+wOTsyXDezfgDiuJDDrYdbGDX4z5uGm5hjquSH738HzbkfML2GDPbPC7iAwGeWpnAE/OTWDHBzOBWJzc/8SEVo98hbnEV/XpNp/f+PfRqLMC24NcQn97p3aLC6RnqbKJZG0S3vnDRFjaDs0QkDtgGuIF7AQU8CMQBo5VSLSco/yJwIXAXsB+4A7gAmKqUOu7ohONNGXPE4ebcR1YzqX8a/5ijOPjYBbypRvDUiHrO6XUOD0y6j6zk8J5yxel0Ehsb2yXXcnn9rNhZw5tbK1izpxZfQDFjcAYPX92fwo3v4lzyKm9ObGaLqYHZBQG+/V6A+2+30atPfyaYRzPEkkv2zPn0SOiJ1XTixTfD82YAACAASURBVBi6UltXo7VFJl2trTOmw3p9czk/X7qDf31rItMGZeCp3ML631zKTtJ5fJIXi1j4YVFfcqctYPJFt2Azf73prjqDzrrPW8vq2VHRSGFFI4UVTeyvqeSajBomTE+j2FzHqo/Wcftbn/PyXGFzrp+BlYrfPevn4ctMVI7vwyhnBrPeK6Ypz0V6v1xykoaQnT6GlGGzMSVln1ZAq78fkUs06+tKbZEyOOtWYAAwVClVDCAi24G9wG3AIx0VFJExwLXAzUqpp4Npq4Ei4AFg8fEu7PF42k/3Bbjt+c04PX7umNufZxvfpq4qm5kFtfS54m4umXBDsKYxvCkpKWHEiBFdci271cyiMb1YNKYXRxxu3imsJhBQ9IjvQebMb3Hj/hH0Tonlzh4xpMW9wx7z2/SNr6GofjfZa/aSt1mx8K5HQExct97MmH2KV/5nHCm2JEYVNJJZ56fu6nNJjkkmraIZR8VhhixcRJItiSRLArEx8V2isyvoyv9bV6O1dQ0d+bajKKX464fFPLJiDzMHJJJa/AJ/bPCzrHgZl9XFM6bcx523fp9Lhl5Gxg3hNVK6s+7zuL6pjOv7RS2S2+fH6fGTEmejrsXDuk0TuWtuE00uL7K3mTJ/GauurmTijJ7sksM49xSSVdTIE6PNlLqLmfTxHn78xlvcduOD+DKE/Bo743ZbaLh4LJnjLyM7kEimJJGeMxibNeaMagtHolkbRLe+cNEWTjWuHwB2pdQ5IemrAZRSs45T9hfAL4AUpVRrm/RfAXcDSUqpDpeQmTBhgtq0adNX0pVS/O39QnLX3cvSzHo2JNUzO2MqPx3yHXIGd+/E+6dCIBA4rb5unc2hJhc/WFJAUWUTjc4vRifetWAod+QpDqx+hj+uqebj/rn0tB3gqqJVUJvKm1cPRvyHWPBmBUMPwJ23G+9b/73Mz8AqdWz/h2/66VUHv7+jB8nWeBYtryMxEEvB9ZNItMQxeGM1sdZ4vPOmkmhLJLmsjvj4FBIHDTdGMptjsVntXX9jOiBc/m9nAq2t8zhezURHvg2MF/P7lhXyyua9TB1Vzfiil7ng9SPc9W0rQ8edy5U5FzF5wCzM5nCq3/iCrrzPSimqGl3srm5mV3Uz5wxKZ3ROCuv3HeGapz41MomLrNRWxkox5x/Zxf58E/s9lfTYWseFK318/3Yzjjjhgo0BbloZ4KYfmJGkJM7bBrPXN/HMrenYY2IZucvLgN1OCq4dTlxMAtklLtIqnTRdMpO4xGwSKxuJbXBhmzyeWEss9hYvdrGRkNUbu8WOScL7exXN332Ibn1dqS1SalxHAsvaSS8CrjyJsiVtg9Y2ZW3AoODf7dLa+kWxQEBRVNHAnpJCmlpeYvnBtdz7Hz+zBlu54ZHHmJkz82S0hBUFBQXk5+d3txlkJdl56dYpKKWoaHBSXu+k2eVjQGY8ZCSQsOA+smP3c77Lh7O1heLR53LQn8Z3h41hQXYrVQmvsnTdDn5Y3ILV0ox9UDON/Z082AhuXNhyfGxIz6Wqqj/KUklM4xHqvPGsr9iEx1vHj99qxWkWHoh7F4AHn/XRGiP89mpjztnfP+3jSJKZJ65OJ0Fs3PRGHY09U9l1aR7JJit57+/Dn52Fe3Y+CfY00reVEdMjG/uwYcRb47HXtWBLSMaWnILFZIFWJyarDXNM8MfE58NktmI2W06qpj5c/m9nAq2ta2jr247iD/jZW7OVt1c+z6QXP6JqkmKLFzyDMhm5eDhPX/UHevQe3A3WnhpdeZ9FhF4psfRKiWXOsKxj6ZNy01j149nsqWlm7yEH+w452Feby8A7fshlfVJYVlDBnYUFPHNBgNSDtbRYA2y072fm4i3c1CODT819KXXtoDmxHltzJY5WwVMpJO0zsbxmPa0ifGOtYthWxY/7bwXgpuV+ZhQprvuh8fN963t+Ju1W3Hqnsf/t9wMMLVf88ZY4rJg5f42HHnWK/1ydiyWhNxPX15DZUMf+KyZiiutJzsZS4lqaaJmVR7w9iaR9ddgscVjGjSHGFk9MTSO2mDjievchxhyDzS/Y7Qmn/UITTt+PM0E06wsXbeFU4+oBHlFK3R2S/iBwt1Kqw2+JiCzHqFWdEpI+D1gBzFRKre2ofN+eSep3s3J5Z66NZvFy+dtuetTBXbdYyA9Y+ab9XGZfcj+22Ohpho5UlFK4vAEcbh8Ot48Wt4/eKbGkxtuobnDy0e4aWjwBfI464pr2UmIZyLXThzPYv4/965exYU8xXpODgGol9nAjflzYBppxKw/xW918aBnM+0N7MMBSwi0fVLIjOZUNF2XicVbz87872NlHeHKhEej+488+Ng4Vnjrf2P/Xoz7WjBKemW/sP/+Qj/fGCy/ONfZf+b2PN6cKS2aZEaV4+Q9+XptuYtl0MzFexRN/9vHqTBvvTLKR5PTyxyfcvDorlg1TE0hobOG+f7TyxiwLG0aZSXYofvKCh6WzrBTlWUlrVNz6sotX5qZTMCSOfofr+fYbLbw6P4sj49LJLCnnsjeaeXu2jZI+FnocDnDZchfvz7ZTlxtD1iE/s9938vK8fhzMjmf0wQPMW+Ni2cKBxIzIokfBdvI/auaDmXbq0yz0qvIxZaOLj+fEo3ra6VHuYcB6N0vmj6IxKYYpxdsZsSPAiovH0bN/ClmffELOpmbWzEzAFWsip8zD8M9dfDo/CXuyjZ77XKRv8/HShWPxW2BG0Vb6FZtZee0keqda6PXRejILW1l5XgKIMHCvm9z9HtYtTiHeZiGnsJW4ffDSonFYAi7mbN1OWnUMn1w3hZ4xHvou30h8mYs1c4ypjUYUukg74qNgQQqxVjO5mxx4j8SwdP4o7H4H8zYUIc5kCq8aT4Y0MeDtrdDoZcM0wweM3dKK1aPYPSeFGIuJwR83cdifzPIZQ0jwNbBg7S4aYjIpv2wsSZ5ahr65DYdJUZBvjMqdvK4FZ6yJsnOSsZqF4Ssb2J/Yk48n9ifZe4gLP9jL/qy+tCwaRayjjJGv7aQ6xcSukUaLwPRVDmqzLNScO4LfLX62w5qJAWnx6vvXD6dgpIUW5eG7zzn5ZISJV6ebMPsVj/zTT9W83oy842FGZ44O+9q6SKPZ5aWywYXT68fVZps6MIPkWCs7K5tYvac2mO4j4G4FTwvfnZZFqtXHus/LWL1jLyZXPVW2BLZLPxIaq/hZxg68+SP4d206ZR9+xkUtG9g/1IQyeelX7CWjFbZMFRx+L6M+UyQ3wlMLkqiQJL6zoo7eTS7+8E07rcrPPUt8JDgVP7/R+Im97yU/Fr/ivuuN/V8978NvFh641vBjv3nGR4tdePiaGAKYuf9ZJ4eTFU8tMvL//HkfVZnCiwutBAKKu5/zUtJLeGF+Ij6J4VfP1lHSF/7vggwaPWbu/VcNu3MV751jjGn4n+fdFA2zsHaaDbcvwJ3Pudg63MI7k7Pwmez88umDbB8jbJkzkMoGHz99poTNo4UteVasXrj5dRcFE2LYNdKGr9nHNW862TjOytqRudjcJr67tISiiWZKpuZRcaCZm98qZus4oaS/lQRHgAs/cFE0NY7KfjYCNR7mrWpl43g7GwcMJ7XRxzWritk9xUrV+CkcKjzExas+p2C8mcOZFtLq/Ezb7GL39CTq0i2YDjrJ3+Rk06RYCnqPo1dNM4s2FbN7dgI1g8fTvLmC+Rs+Z9MUG81JZnpUeckvclM4L4WmWCGuuJWRhS7WzEpmb/ooBpTWc96OfWxfmEVNj+GYPjvI9II9rJ1tx2cz0feAh5H7vGy9MIUWFGk7Wxi018N752VRkTCYkbtrmbm3hE1X9udQbH+S1h1gwq5iPppv+MXBu10MrA6w+aJUWj1+em9zkF3p5d35ORyy92PCtirGHSqn4PIhlEsP+qzax+CqUj6ZZZQfud1JT6ewfV4yDrePQRsdxDsCrJjdlyO23sz4rIxBrhoKLx5FiTeFvBW7yHBWs2my4VfzNzmJt5rYNT2JB65dGRE1rmAMyArlZDqRyqmWFZFvA98G6J1uJ7XWQ4v4SVZmWoYl4vbG82reTaiY8QwbPvzYm8bmzZsZP348W7ZsYezYsezatYvc3FwqKytJS0ujtbUVk8mE1WrF4XCQkZFBeXk5gwYNoqioiDFjxhw7x9HPHTt2MGTIEMrKyujRowcNDQ3Y7cYPlMvlIiUlhZqaGvr27cuePXvIy8v7yjm2bdvGyJEjKS4uJicn59jSbF6vl+LiYkaNGkVdXR29evWipKSEYcOGRbSmQCBASlwcpXu3MXDyZHbu3MmwYcMYaq0jf3I+mzfXM/6Ca9iyZQsDM+PZuctG7sKfMGlsx5r2zijjzqwc5n6+m345PdnX61OmDTmHeY4Kpve385n1/xjm8nJ/cy2YnFQuOkSWxcWjyorT30rN9EYKk6eS1JLFcM9Wdk/az47MiXx3zBRc25dSPKWMzHTFVQ2CUopd+UJWKlzvNoNPUTIKDiaNwuxIYahnJ/sHH+FQ4jDGxWfS01lIdX8nmbYA+a0Kq0dxOBsyrH7yXIpYPzRkmmiQdNytCaR662hMNuFQCfSM70m8dx+e2ABxyk2qz0O8XxGwKGwBJ2a3B1wBJAAOt5sGJyhvKzaXH4fLQX1jgITWRuKb/bj8PhqVkO5RJNcpjngbOexsQhphUrWioXUfNTFmWlqb6FWuqGgooqzKRn7dESYcVBzEQ6NZSGtRZB9U7PUexuk0Mbk2wNgDUNO6A3eM4Gpupu8B2FO3hVKXMKe2ntFlimKTm4BJ6Nuk6HlQsd1XC37FeYcUQ0qhwrUNE35UQzO9y1oorNvIPvGRXtNAvwrFHrPRY2hkfYD0SijwusEnZFf56V1jptxVgA0f1sMO0uqdbD20njizn36VjaQ0w26zC4DJhwLEuWCT1414FUMqFGn+VipcTmy4iatpQcwe3jrkxux1kFfuIMYOu81OAOZVB/AnwmeeVgRhfJmfpLQyyl311OEitcJJov8Ay8vrsONiamkLNX743GyMUb30YIAaK6yv33lc3zY4wY6psYXDYiZeCbXZZjLjY/h16jh62/MYv+IGCnaVMDZrbMT5gaP2xcXFha1vO7D3C01TgueY3UaTqamS6ycc1ZR2zLftKisjKyuLcVPmktIjtx1Nd7JlyxYevXAsuwZOpG+/hygtryAuMZnG5layEm3MstnYX12Pd048FVXV/Dwri72l5fS5ry85dZ+xYfw5/Gv1Hpw/suPZ/Tb3mGNwtBzGt6CZnEQfjyXHsPdwPY35tSjxMrllCAft/SjIK2BEbCkLY4exw9eLon6byYypZobDhAKackzYU83M9pho8QZo7CWYkoW01h5USwYHe+7GntzIuORBrD7opTLDgTmumYFuPwGlaEkFuz1Af6+PFo8fZwJYrX5w2XFKPI5YCxaTG5tXcHlicFkFi3iJ9/mw+EFJAPG7US4PJl8AcyCA+BXN7hasLjMWlxe300W9s4Hm1mbiWjz4fAEcyoXJr4hrVDQ6mil3m0jy+0muU7R6fdR6DmJu8ZFS5aDKAYW124lztJBd0cKqPDhgEpRXkV6qKB7tYX8CDPAosssU1ePcVLi3k9boIWtfM0vHNrO/+lP6N7aSU+pg2UShxizEuBQZJYodzS4OW0yMdgbILlOU+7xUuLbRr85Nxj4HWxudHDI3M/aIg96lLRyglRazkO5QZOxXbGxx4bTBjGZFrzLFfqqodbUwptZFRnEL65v30dxSzbyaFnqVOtkd9Iu5jYqU/Yp1ThcKyK73k1kOxZTT7GpgRo2DhAMu1tbtxGk+yPDqRtIrXcfKj64LYK+Bdc5WlFIMOxwguR72BUpxuGpJrnRgdrj5pL6IBq+FmRXNJHg8fB70q9NqAqDgY+dxx+KHVY1rDbBUKXVbSPrjwJVKqQ4n/hSRJcBYpdTQkPRvAEuAUUqpDrsKHK8fmEaj0YQzp9vHVaPRaMKV4/m1cGoXKsLoqxrKCOCr1QpfLZsbnFIrtKwHKD5e4fb6gUUTJzMdTqSitUUmWlvXEM2+LZzuc2ejtUUu0awvXLSFU43rD4CHgSFKqf3BtP4Y02HdrZT643HKjgW2AjcqpZ4NplmAHUCxUmrR8a4d7bUSepRjZKK1RSaRMqtApKOfocgkmrVBdOsLl1kFwunuPgUcAJaJyMUishhjloGDwJNHM4lIPxHxich9R9OCCwwsAf4kIreIyLnAK0Au8MsTXdjlcnWqkHBj165d3W3CGUNri0y0tq4hmn1bON3nzkZri1yiWV+4aAubwDW4MtZcYA/wPPAiUALMVUo52mQVwMxXbb8JeBpjta23gT7A+UqpE9Zt22zdvwrMmSQ3N7e7TThjaG2RidbWNUSzbwun+9zZaG2RSzTrCxdtYRO4AiilypRSlyulkpRSiUqpS5RSB0LyHFBKiVLq/pB0p1LqR0qpnkopu1JqslJq1clc1+v1njhTBFNZWdndJpwxtLbIRGvrGqLZt4XTfe5stLbIJZr1hYu2sApcuwuLJdxmBetc0tLSutuEM4bWFplobV1DNPu2cLrPnY3WFrlEs75w0aYDV4wOx9FMNI8s1toiE62ta4hm3xZO97mz0doil2jWFy7adOB6FhCtIxxBa4tUtDbN1yWa77PWFrlEs75w0RYeVnQzJ7NufCRjtVq724QzhtYWmWhtXUM0+7Zwus+djdYWuUSzvnDRFjbzuHYnItIM7O5uO84gGcDh7jbiDKG1RSZaW+fRr6OVBaPct+lnKDKJZm0Q3fq6UluHfi16e+6fGrs7mug2GhCRTdGqT2uLTLS2LiNqfVuY3edORWuLXKJZX7ho010FNBqNRqPRaDQRgQ5cNRqNRqPRaDQRgQ5cDf7R3QacYaJZn9YWmWhtXUM42dLZaG2RSTRrg+jWFxba9OAsjUaj0Wg0Gk1EoGtcNRqNRqPRaDQRwVkbuIpIHxH5t4g0ikiTiLwhIn27265TRUSuEJHXRaRURJwisltEficiiSH5UkXk/4nIYRFpEZGVIpLXXXafDiLynogoEXkwJD1itYnIQhFZIyKO4HO4SUTmtjkekdpE5BwRWS4ih4K6tojIzSF57CLykIhUBZ/d9SIys7tsDkVEckTkr0G7WoPPXv928p2UDhExicg9InJARFwisk1ELj8Ddke8bzub/BpEn2/Tfi18/RpErm87ylkZuIpIHPAhMAz4FnA9MBj4SETiu9O20+DHgB/4GXA+8HfgO8AKETEBiIgAbwWPfx+4HLBi6M3pDqNPFRG5BhjTTnrEahOR24BlwGbgUuBK4DUgLng8IrWJyGhgJYatt2LYvRH4p4h8p03WfwaP3wdcBFQB74vI2K61uEMGAd8A6oG1x8l3sjp+DdwP/A24APgUeE1EFnaWwVHk284KvwbR59u0Xwt7vwYR6Nu+hFLqrNuAOzGc4qA2abmAD/hRd9t3iloy20m7AVDA3OD+xcH9OW3yJAN1wF+6W8NJaEwBqoFrgjoebHMsIrUB/QEn8IPj5IlUbb8FPEBCSPqnwPrg32OC2m5qc9yCMVn+W92tIWiPqc3ftwTt7R+S56R0AFmAG/hVSPkPgO2daHNU+Lazwa8F7Y0q36b9Wvj7taBNEefb2m5nZY0rsBj4VClVfDRBKVUCfILxpYoYlFK17SRvDH72Dn4uBiqVUh+1KdcI/IfI0Pu/QJFS6uV2jkWqtpuBAPDEcfJEqjYb4MX4AWtLA1+08iwO5lly9KBSyge8AiwQkZgusPO4KKUCJ5HtZHUswLgvL4SUfwHIE5Hcr2/xMXsi3redJX4Nos+3ab8W5n4NIta3HeNsDVxHAoXtpBcBI7rYljPBrODn58HP4+ntKyIJXWLVaSAi0zFqWr7bQZZI1TYd2AVcLSL7RMQnIsUickebPJGq7Zng519EpJeIpIjIrcC5wKPBYyOBEqVUa0jZIgwnOKhLLP36nKyOkRi1EsXt5IPO8zvR7Nuixq9B1Po27deiw69B+Pm2Y5ytgWsaRt+OUOqA1C62pVMRkd7AA8BKpdSmYPLx9EKYahYRK/Ak8LBSqqP11iNSG9ALo+/hQ8DvgfOAFcDfROTOYJ6I1KaUKgRmY9SeVGBoeAy4XSn1SjDbibSlnWEzO4uT1ZEGNKhgG9px8p1Je8LyeTkZosmvQVT7Nu3XosOvQfj5tmNYOvuEEUR7E9hKl1vRiQTfVJdh9Ge7qe0hIlPvT4FY4DfHyROp2kxAInCjUuqNYNqHwZGd94jIX4hQbSIyGHgd4437doymtYuBJ0TEpZR6kQjV1g4nq6Mr9UbDfT1GFPo1iF7fpv1aBGrrgHD0bcDZG7jW0/5bQCrtv2GEPSJixxipOQCYpZQqb3O4jo71QhhqFmP6np9jdByPCekbFCMiKUAzEagtyBGMmokVIenLMUbbZhO52n6L0TfqIqWUN5j2gYikA38WkZcxtLU3RdNRbXXtHAtHTlZHHZAqIhJSM9HZeqPKt0WbX4Oo923ar0WHX4Pw823HOFu7ChRh9MsIZQSws4tt+doEm51eByYBC5VSO0KyHE9vmVLKcYZNPB0GAHaMDt71bTYwpsqpB/KITG3wRf+fUI6+pQaIXG15wLY2zv0onwHpGKNQi4Dc4PRNbRmBMXI3tL9UuHKyOoqAGGBgO/mg8/xO1Pi2KPVrEN2+Tfu16PBrEH6+7Rhna+D6FjBFRAYcTQg2ZZwTPBYxBOc0fBGjg/jFSqlP28n2FtBbRGa1KZcELCJ89RYAc9rZwHD4czC+OJGoDeDN4OeCkPQFQLlSqprI1VYNjBURW0j6ZMCF8Qb+FsZ8iFcePSgiFuAqYLlSyt1Ftn5dTlbHexjO/psh5a8DCoMj/zvLnoj3bVHs1yC6fZv2a9Hh1yD8fNsXnIk5tsJ9A+IxHMMOjD4qi4FtwH5C5mgL9w1jYm4FPAhMCdlygnlMwDrgIHA1hhNZhfFF69PdGk5Rb+hchxGpDaMG4kOMprXbMQYx/COo78YI13ZFUMf7we/XeRgTUyvgkTb5XsGoXboFI0D5N8YPQH53awjRckWb79l3gvuzTlUHxmAVF/AjjEEef8eogVrUifZGhW872/xaUE/E+zbt1yLDr7XREzG+7UvX6+6b143/tL4YzVBNGP2JlhIyAW8kbMCB4EPX3nZ/m3xpwL+CzqEVY3LgMd1t/2no/ZJzj2RtQBLGqNQajDfW7cC1UaLtguCPUW3w+1WAMe2PuU2eWOARjJoMF7ABmN3dtrfzvLW3rTpVHYAZuBcoxZg+ZjtwxRmwOeJ929nm19o8axHv27RfC3+/1uZ5iyjfdnST4EU1Go1Go9FoNJqw5mzt46rRaDQajUajiTB04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRhAEiotpsN7ZJvz+Y5hSR5HbK3dim3KBTuF6miHhF5PHj5Pmv4HlnB/eL21zrwVNTqNFoNBrN10cHrhpN+PBPYCrwdjvHvBirmoRyA8ZE2KeEUqoWeBe4qp0lDNueuxRYHdy/ImifRqPRaDTdgg5cNZoOEJGYLr5kuVLq02BQGcobwPVtE0SkDzALY5Wk0+FZjBVsLgw9EFzffgbwnDq6zIpSBar9NeM1Go1Go+kSdOCqCTtEZIyIvCUi9cEm8k9EZEZInmdEpFxExonIWhFpFZG9InJ7O+fLFZEXRaRWRNwiUiAil4bkOdokP0pE3hcRB/Bq8JhZRB4UkargdT4UkWHB/PcH81wR3B/TzvVXicj6r3lbngNmiki/NmnXA2XAmvYKiMhlIvJp0OYGEXlNRPq2yfIfjCUXr2+n+PUY644/9zXt1mg0Go2m09CBqyasEJF8YB1GTeCtwOXAEWCliIwPyZ4EvAS8AFwMbAT+LiJz2pyvD8b6ymOAHwKLgS3A6yKyuB0TlmE0jS8GHg2m/Qr4GUYQdzHwPvBWSLmlQCVwW4ieoRi1ok+e1A3omLUY67d/s03a9Rjav7JuczCAfx3YidHEfxswClgtIokASikP8ApwoYikhZziOmCdUqr4a9qt0Wg0Gk2noQNXTbjxEEYt4lyl1L+VUu8AlwL7gV+E5E0EvquUelIptQK4CSPIvaZNnvsxag5nKaVeUEq9r5S6GfgAeKCd6/9FKfVbpdSHSqlVIpIK/AB4Qin1U6XUCqXUH4An2hZSSvmAp4Bvikh8m0O3AQ3AktO4F1+6BEaQej2AiEwChtFOjaiIJAB/AJ5WSt2slHpHKbUEuADoDfxXm+zPAjbgqjblpwBDgsc0Go1GowkbdOCqCRtEJBajdvI1ICAiFhGxYASeK4GZIUValVIfHd1RSrmBvUDb5vDzgXeAxqPnC57zfWCMiCSFnPPNkP08ID5oU1v+3Y6EfwBxBANnEbED38LoJ+rsWPlJ8xwwTEQmYgyc+lQptbedfFMxaqNfDNFcDuyizX1USn0GfM6XuwvcALgJdpXQaDQajSZc0IGrJpxIA8wYNavekO17QKqItH1m69s5hxuwt9nPwgjEQs/3UPB4ekj5qpD97ODnoZD0mtALK6UqMboaHO1ne2VQ09ftJnD0/MXAeowa06vpuP9pVvBzJV/VncdXNT8HTBWRQcEZBq4ClimlGjrDbo1Go9FoOgtLdxug0bShAQgAj9FBUKaUCpziOY9g9A/9QwfHK0MvEbJ/NJDNAorapPfo4HyPAx8E++PeBqxVSu08eXNPyHMY98dHx90PjgQ/b+TLNh8ldPqs54HfYNS6FmAE27qbgEaj0WjCDh24asIGpVSLiKzFGEi15TSC1PZ4D6PpvOg0m+t3AC0YtacftUm/sr3MSqkPReRz4BHgHL48mKozWAIsALYrpeo6yLMOIzgdpJQ6YQCqlKoQkQ8wBmSNxqhNXt5J9mo0Go1G02nowFUTbvwIY3qn90Xknxg1nhlAPmBWivU1zwAAAeVJREFUSt19iue7D/gMWCMif8MYmZ+KMcJ+QHCgVocopepF5E/Az0SkGaP5PZ8vBji1F1w/AfwZOMzpz7HaoT0Yg9WOl6dJRO4CHhORTIyFBhoxBmbNAlYppV4KKfYsxuCvXODR4GAzjUaj0WjCCh24asIKpdSW4OCjXwJ/AZKBWowprJ44XtkOzlcmIhMwZhf4LZCJ0ZReyMk3h/8SY4DYfwH/jTG91o3AJxgBYSivYQSuzwQHjHU5SqknReQgcBdwLWAFKjBeCgraKfIG0IQxqEvP3arRaDSasESCi+JoNJpTQESuxBh1P1MptTbk2K0YA7KGnOw8qCKigF9jTNHlV2H4xRQRM0YA7wV+o5S6t5tN0mg0Gs1Zhp5VQKM5ASIyWUQeEJELReRcEfkJRmD6KfBxm3wjRGQRxoIFS09j8v6jsyl8q7Ns72R2Y9in0Wg0Gk23oLsKaDQnxoEx9+kdGE3phzBqW+8JqRl9HJiGMTjqe6d4jYlt/i45fVPPKJfwxVRjobMxaDQajUZzxtFdBTQajUaj0Wg0EYHuKqDRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQh04KrRaDQajUajiQj+P1Gp/zKoFN1uAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "E = np.arange(0,111) * u.MeV\n", "theta = 23.55*u.degree\n", @@ -143,30 +119,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, + "id": "03fcdbb5", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Fornax 3D Model**: ../../models/Fornax_2019/lum_spec_10M.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $10$ $\\mathrm{M_{\\odot}}$|" - ], - "text/plain": [ - "Fornax 3D Model: ../../models/Fornax_2019/lum_spec_10M.h5\n", - "Progenitor mass : 10.0 solMass" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "cmodel = Fornax_2019('../../models/Fornax_2019/lum_spec_10M.h5', cache_flux=True)\n", + "cmodel = Fornax_2019(progenitor_mass=10*u.solMass, cache_flux=True)\n", "cmodel" ] }, @@ -179,74 +137,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Flavor.NU_E\n", - "[ 1.12409548 1.80813134 2.90841747 4.67825097 7.52506555\n", - " 12.10422696 19.46990488 31.31775346 50.37526829 81.02968365\n", - " 130.33795859 209.65136088] MeV\n", - "[ 1.12409548 1.80813134 2.90841747 4.67825097 7.52506555\n", - " 12.10422696 19.46990488 31.31775346 50.37526829 81.02968365\n", - " 130.33795859 209.65136088] MeV\n", - "[1.72536301e+49 7.24984201e+49 3.63895427e+50 1.48246568e+51\n", - " 3.26752946e+51 2.92454494e+51 1.11961656e+51 1.47364614e+50\n", - " 1.52159412e+47 5.22545606e+42 9.13369778e+40 5.47718112e+39] erg / (MeV s)\n", - "[1.72536069e+49 7.24983055e+49 3.63895332e+50 1.48246565e+51\n", - " 3.26752613e+51 2.92453992e+51 1.11961449e+51 1.47364243e+50\n", - " 1.52159067e+47 5.22687383e+42 9.13386733e+40 5.47710343e+39] erg / (MeV s)\n", - "Max value:\n", - "7.525065547748337 MeV 3.2675261260733763e+51 erg / (MeV s)\n", - "\n", - "Flavor.NU_E_BAR\n", - "[ 1.07379938 1.57612195 2.31343064 3.3956518 4.98413523 7.31571003\n", - " 10.73799383 15.76121948 23.13430641 33.956518 49.84135225 73.15710034] MeV\n", - "[ 1.07379938 1.57612195 2.31343064 3.3956518 4.98413523 7.31571003\n", - " 10.73799383 15.76121948 23.13430641 33.956518 49.84135225 73.15710034] MeV\n", - "[ 3.45572562e+48 1.29959365e+49 5.32565959e+49 2.04720220e+50\n", - " 7.01734472e+50 1.75827435e+51 2.77350985e+51 2.32469667e+51\n", - " 1.01137720e+51 2.01726857e+50 4.12624276e+48 -5.25592115e+43] erg / (MeV s)\n", - "[ 3.45571194e+48 1.29959054e+49 5.32565308e+49 2.04719999e+50\n", - " 7.01733989e+50 1.75827334e+51 2.77350761e+51 2.32469509e+51\n", - " 1.01137725e+51 2.01727018e+50 4.12626026e+48 -5.25354235e+43] erg / (MeV s)\n", - "Max value:\n", - "10.737993829320544 MeV 2.7735076116273908e+51 erg / (MeV s)\n", - "\n", - "Flavor.NU_X\n", - "[ 1.07379938 1.57612195 2.31343064 3.3956518 4.98413523 7.31571003\n", - " 10.73799383 15.76121948 23.13430641 33.956518 49.84135225 73.15710034] MeV\n", - "[ 1.07379938 1.57612195 2.31343064 3.3956518 4.98413523 7.31571003\n", - " 10.73799383 15.76121948 23.13430641 33.956518 49.84135225 73.15710034] MeV\n", - "[5.92242985e+48 1.55280326e+49 4.50944197e+49 1.19821895e+50\n", - " 2.84295176e+50 5.81878888e+50 9.43454448e+50 1.10677342e+51\n", - " 7.89164432e+50 2.62666807e+50 4.37153391e+49 2.07419755e+47] erg / (MeV s)\n", - "[5.92242462e+48 1.55280181e+49 4.50943739e+49 1.19821765e+50\n", - " 2.84294903e+50 5.81878458e+50 9.43453795e+50 1.10677232e+51\n", - " 7.89163660e+50 2.62666747e+50 4.37153392e+49 2.07419319e+47] erg / (MeV s)\n", - "Max value:\n", - "15.761219478407002 MeV 1.1067723235481516e+51 erg / (MeV s)\n", - "\n", - "Flavor.NU_X_BAR\n", - "[ 1.07379938 1.57612195 2.31343064 3.3956518 4.98413523 7.31571003\n", - " 10.73799383 15.76121948 23.13430641 33.956518 49.84135225 73.15710034] MeV\n", - "[ 1.07379938 1.57612195 2.31343064 3.3956518 4.98413523 7.31571003\n", - " 10.73799383 15.76121948 23.13430641 33.956518 49.84135225 73.15710034] MeV\n", - "[5.92242985e+48 1.55280326e+49 4.50944197e+49 1.19821895e+50\n", - " 2.84295176e+50 5.81878888e+50 9.43454448e+50 1.10677342e+51\n", - " 7.89164432e+50 2.62666807e+50 4.37153391e+49 2.07419755e+47] erg / (MeV s)\n", - "[5.92242462e+48 1.55280181e+49 4.50943739e+49 1.19821765e+50\n", - " 2.84294903e+50 5.81878458e+50 9.43453795e+50 1.10677232e+51\n", - " 7.89163660e+50 2.62666747e+50 4.37153392e+49 2.07419319e+47] erg / (MeV s)\n", - "Max value:\n", - "15.761219478407002 MeV 1.1067723235481516e+51 erg / (MeV s)\n" - ] - } - ], + "outputs": [], "source": [ "t = 100 * u.ms\n", "\n", @@ -267,22 +160,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "t = 600 * u.ms\n", "E = np.arange(0,111) * u.MeV\n", @@ -324,22 +204,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import healpy as hp\n", "\n", @@ -387,22 +254,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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QYz1L0rMlfdTMzlJ2SPdfu/t3etYFAJQMsIaVWMc2wToWk+Cck8vxBUlXNrOrVC7vtHBy9wuaLIJKWi2c2vy3o1wqC6eQ4zxL0gnKFk5PN7O7mtmVAtQFANQ7dOiZmZ0q6eaSXuXux4basJldTdkncH5oqG1s8c3866FFR36C/CuUrjP1dkON9bmSfknSdySdpuwwtq+a2f80M/bqAICwdq5hzexyZvYFMztwiLeZPcPMvmRmNywuYx3bCOtYTII9J5fjC8om1usp/1eN0sLpxSMtnF4z1Da2SGXhFHKcz5X0dUmPU7ZwOk3SJWb2GklPdPevN6wDAGimCCevL+njZnZtZedM+rqk3xt42yfmXxuFk4EPOfvH/OtNJf1d5Xc3UbZgqTvMq68u2w0y1nzvjTMknWFm11G2QP5FSY+QdA1JpzS6BwCAJpqsYY+Z2QskPcnMXurux8zsoZJ+Xdm5JbsckaB8W6xjd2+XdSyCIJxcjkYLJzP718o+VevOki6S9DJJp+Vvxrti4bR7u8HGycIJAEa33nPSzC6n7KT515Z0H3f/UnGlgXrsrfOvH254/ZCHnL1H0pMl3U3Sayu/u0f+9b0tt9dEl+0GH6u7f1nSa83s9ZIukHQvMzvi7pftuCkAoJmm//j3EklPlfRAM/s/ytZCj9h1jsgGWMfu3i7rWARBOLkcOxdOZnYrZW/enyHpiZJuKOkVkj4h6U96bJuF0+7tDjJOFk4AMIqix95Y0usknSTpF9x9/cmVTXtsfvjZFSV9ruFhZ9fMv17UZKCBzzn5TkmfkfQfzOyF7v5RSTKza0p6krK9XF5XvoGZ3TwfxwVjbrfjbQ4xs7tLemfliJMrSrqysvNkHe9+twAAFY3+8c/dLzKzF0v6bWV98ZnuflaA7bOO3b1d1rEIgnNOLkfdwukh5YWTsn9xepq7P9/dP+nu75L0SkknlwuZ2Q3N7OZmdsWG2269cAp4ro7yYuRWpfuwdeFULJ56aLvd1uPcxMzubmZ7lYtZOAHAcIoe+2RJ95H0MHevvkFv1GOVBZUfl3S7htsu9lI4w8yeaWZPM7Pbtr4HHbj79yU9RtJRSeeZ2UvM7PnK9jC5gaRfc/f/W7nZx/P/DjCzR5vZmWZ2pqRT84sfX1xmZrfvs92OY63zWkmfNbPXmNlzzOwPlS1aryvpD9ydHgsA4TRZwxbOlHQLSe9196fXFWMd2wjrWEzC+h1JhFSY2T0lvU3S95TtMfswd39V6fc3k3ShpIt18GS2l5N0prs/pnTdc5TtYn0ndz+nwbZPlfQGZYuRs5VNLG929/P73atmzOxukt6q7L69Ov/6IGXnLnmku59Zub5Lh/cuMbNHSyoWRydKuo2kd2v/097+u7uf22O7ra6/5f5+Q9K3JZ0r6bPKJvT7KDu58Onu/ltN6gAAmjGzH1MWUF0i6cHufnbl94P12Pw2vy3pUcr6xZ6kO7v7u7ven7bM7GeV7f1xUr79D0l6lru/pea6m3rsmZIevmUzdX2z8Xb73KZy+8dJureyvWmuo2zRdYGkFwXaSwcAkNu1hi1d74iyddQdJL3P3e+yod45Yh3LOhZRIpxciAYLp3+n7DxYd6u5+dfc/Wul654jFk51ei+c+i6a8hosnAAgIm16LAAAyOxaw5au9xJJd5X0YEl/Leln3P2DNdc7R6xj67COxeQIJyFJMrP7SXq5pGtxHgcAAMKhxwIAMAwze5KyT3U+yd0/YWavlnTU3R8w8dAAtEA4CUmSmV1L2Sdt/amk5yk7n8MtJZ3g7r8/5dgAAEgZPRYAgPDM7BRJZ0m6d34uZ5nZiZLOl3QLd79wyvEBaI4PxIEkyd2/Ium+yk4i/AFJ75P0BGWfIgoAADqixwIAEJaZ/YSyD5b71SKYlCR3/5Ckd0j6janGBqA99pwEAAAAAAAAMAn2nAQAAAAAAAAwCcJJAAAAAAAAAJM40uA6HPeNyd34D5+38zq265na5Jlsu6/y6cc/qUEhYHANnq1IAD0Wk3vrTz+1d43jvntKWu1s1NK93//M3mMBAqDHpo/+PFNmyAAAIABJREFUismddtqTe9dochY+azBjnX76s3uPBQhg47O1yTknmdgRVJOgcZMG65rN+j6Te7xNJdDEAFg4zQM9FkGFCBq7aBJObtMkuNyEQBMDoMemj/6KoEIEjV30/YiQJsHlJgSaGADhJMbRJ3is0yuMrAr9TA78tpUAEy2xcJoHeiwamyp4bKJvOFnVJ6ysQ4CJluix6aO/orGpgscmQn9+cZ+wsg4BJloinEQYocPHqsBrkYOGfiYP/DaW8BIVLJzmgR6LtZjDx11Ch5NVocPKKsJLVNBj00d/xVrM4eMuocPJqtBhZRXhJSoIJ9HO0CFk2cDrjX1jPpNHfEtLaLlYLJzmgR67QCmHkJsMHU6WDR1UlhFaLhY9Nn301wVKOYTcZOhwsmzooLKM0HKxCCdx0JjhY9WIa4qDpnwmT/gWl/Bytlg4zQM9dobmGD7uMmY4WTVmWFlFeDlb9Nj00V9naI7h4y5jhpNVY4aVVYSXs0U4uXRThpHlNNKOTzfD2WWS7022+fXL0G3CgFaElTPCwmke6LEzMGUYuVdqKMcmDAgvc9Nqsq3vB5SmaV9UhJWzQY9NH/11BqYMI1elZO74hAnh8WOSTdhgiz+DyeQTvqwIK2eDcHJJTvivh4PI0dYrDVK3sQJKO1a5oGZoo4WVNXe5+pgQWKIlFk7zQI9NTCxB5CZjBZTVPSWP11xnrLVU3Z6T1b/CWC+0uj1If/4Dzxhp6wiIHps++mtiYgkiNxkroDxebag1mx0rrKz7s1hlehwrsKz78z/jGQSWCSKcnLO6MLIw6BqlY5o2ZDh5KJAs2zHcQYPKLXd522M0VWBJWJkEFk7zQI+N3FRhZJMgss6Q4eS2Q7frwsmyIddR2w7r3vbXGPLFt+1vRViZBHps+uivkZsqjGwSRNYZMpw8FEiW7djskEHltj9VNaQsGzKw3PYwEFYmgXByLrYFkVVB1icDpmMhQsqtYWRVy7sSJKxscRfbPl5jB5cEltFh4TQP9NiIjB1Edg0gmwgRUrY5j+SucLIqxFqqzbkm2/41Qjwybf5+BJbRocemj/4akbGDyK4BZBMhQsqtYWRVy82FCCvb/Pm2hZR1QgSXbR4CAsvoEE6mqk0YWei1Hhkx8eoTTrYKJQsd71qvkLLDXez6+BFWLg4Lp3mgx05oTmFkVZ9wssuH27QNJwt91lBdPgin61+lzyPX5e9JWDk5emz66K8TmlMYWdUnnGwVShY6bq5PSNnlz9k2pCz0CSu7PBSElZMjnExFlzCyqtV74ClPdKh2AWWnQLIswF1tFVT27JF9d3ohrJw9Fk7zQI8d0ZzDyDptAsq+n7bdNZwsa7OO6vsJ3X0n0DZbD/FJ5oSVo6PHpo/+OqI5h5F12gSUnQLJsgDP5DZBZd8/bdeQstAmrAxxpD1h5egIJ2MWIpAs7Hz/O/FCqU6TgLJ3MCkFeyY3CigD9cuQpw4b86EnqBwFC6d5iG9SnpkxA8mpw8g6TQLKEOFZiHBSahZQ9g0mCyEn0V0jCvE3LhBUjoIem774JuSZGTOQnDqMrNMkoOwdTErBnslNAspQf+a+AWXZrrAy5KlACSpHQTgZo5ChpLQlyIpwsVS2KZwMEkiWDfBn2BhUBu6foT/fYKynBCHloOJ7l4Yu4p6gEzZWKBljIFm2KZwMGZZJ4cLJsk3rqFDhZCH0ZLppdKH/5oSUg6LHpi/uyTlhY4WSMQaSZZvCySCBZNkAz+RNQWXoP3nIkFLaHFSG/qwiQspBEU5OLXQQWXbgvW7ki6RNygFl8FCyMOCf5kBIOWAfHfLT1wkskxP3OzY0leakHRmCyO3KAWXogGxdd5CqmfIaKnQwWTbkpFoe9VCPgURgGRA9Nn1pTtiRIYjcrhxQBg8lCwM+k8sh5ZAPQeiQsqwcWA74geoEluEQTk5hyECy4KZkA8kyO27DhZKFEf5MvqdR3s4OGVJKBJWJSPNdHKrSn8AnQiDZ3DG3QQMxadhwsrDSsOFkYejJ1TVsQFkgqOyFHpu+9CfviRBINnfcfbhQsjDCM9lWw4aT6+0MPLW6fNCAskBQ2Qvh5JhOeEEeSvb5CMot1u9nh36Dvqf9R3/ASbfYa3LIcNKO2fq++N6Q//xUbGO4TfgqH/9K0rFxmvpgT7X8efXpJxBSdpD+OzpI9NjW3nS735QkHRloYipeWEOHYHvmWuUb+36LD4fr6vvHB3pTomwq9/zNiQ34dyvuwZCPTRFGm/p94nkbQ22neOt2P0LKLuix6aO/tvTUp2ah5GqgdlEEU0OHYHul8R8bcA1bxCjHjg/3VHPfD9sGDXPz0kM99tL++M0G3Mu0os8nq29TlH3mMwkpOyCcHNo6kCwM8MIe/PDtaqBW3UTgSaR6rsnQ4aRVg7uaP1nwoLK6ycAh5TqYLFSfZwOHlYOsByvPK4LKxlg4zQM9toEikCwMEUyWX1BDhF/VPTBXlVfw0AFl6HCy+pbAawK20EFl9R6Efpyqj1H1Hg0dVg5Rv/o4EVQ2Ro9NH/21gSKQLAwRTpX3lhsiX9vbMebQAWU1PgkdTlbzmbq4JnhQWSkX+nlQHW91+EOHlUOElNWSBJWNEU6GdiiMLAv0Yh70A262hWbbygeYOLZ9OneIgPJQKFnYcr+ChJRbekSIkPJQMFm27Tk3YGAZbF245XlFWLkRC6d5oMfWqIaRZaGCyU0voBCB17ZDwauhZFkKAeWm6bounCyECCm3jXzox2zbozJkYBmq9ra3boSVG9Fj00d/rVENI8tCBVKbDt0NkaftCiI3CRFQbotNQgSUm3KZbdsNElJuKRHiObFtjNuGP2RgGSqs3FaGsHIjwslQtoaShR4v4kbvQ7u+CW8SkO0q3XOS2BZMSv3CyY2hZKHBn61XSLlr8z0Dyq3hpNTseRdrUNngeUVIeQgLp3mgx5ZsCyULfcLJJi+arkFXk3NTbgsmpbjDyV3T9LZwstAnpNw18r4B5a7Hr8kjE2tQ2eStGyHlIfTY9NFfS7aFkoU+QVSTcwl2zdG6BpJlfcPJXZFJn3ByVx7TJEfrFVLuuGnfgHLX2JoMPdagsslNCSkPIZzsq1EoKXUKJlu93+zy5rtpKNa0dIfJYVcoub5eh3ByZyhZaPGn6xRSNh1Gh5ByZzBZaPr8i/Hw74bPK0LKNRZO80CPVbNQUuoWTLZ5oXQJuJp+YM6uYLIwZEDZJZxs2vKbhJOFLiFl05EP+Rg2vYcxHv7d9HEkpFyjx6aP/qpmoaTULYBq8+EmXbKzEKFkWZeAsmlu1SWcbJDDtBqD1DGkbHiTLs+RpuNpOuwYD/9uehNCyjXCya4ah5KFFi/a1u8t27zhbhuAtX2UG04MTUPJA7dpGFA2DiULHZ7JjUPKDn2gaUjZOJgstG0csexN2bLZEFKycJqJRffYpqFkoU042fYF0ibUavsJ3k2DyUIMAWXb9/9twslC05Cyy/q06ePZ9rFsey9j2Zuy7eNJSEmPnYFF99emoWShTfDU9hOX2+RloQPJqqYBZZed6ZoGlE1DyT5jaRxSdpjpmj5X2galbXPVWPambPv4EFISTrbWOpSUGr177vwetcmb566HDQ+0l1uXYFJqFk62Dialzs/kRgFlx8e1SUDZOpyUup9aYOqgskOTWXBIycJpHhbZY9uGklKzYLLri6JJkNU2xNqv3f42U4eTXd7vdwknpWYBZdeWNtTj2vXRmTqo7PK4LjikpMemb5H9tW0oKTULm9oGkuvbNbjZ0IFkWZNwsutRvk3CybbBZHabLqNpGA52nOmaPGe67MXZ9ej0qYPKLo/RgkNKwskmOgWShS0v0N7vRTe9ce77ISt9H9kNk0DXUHJ9+y3hZKdQstDz/m4NKXs+xptCyk7BZFnfZj9QWLl1LdijuSwsqGThNA+L6bFdAsnCtmCy7wthU4DVNYzcr9vr5oMFlNvCyT7v7buGk4VtIWXfVjbUY9z3ERoqrNxWt89jvLCgkh6bvsX01y6BZGFbyNQ1kFzffsPNxwwj62wKKPt+Rsq2cLJLKLl/2843lbQjJOw50216/vT9oJ6+n/MzVFi5Lajs8zgtLKgknNymVyhZqHlhBnnPWffGOcAnPwd7VCsv/L7B5LrOserPAeoGus+HQspAb1+rAWXvYLIQ4g3AmCFlgGaykJCShdM8zL7H9gklC3XhZIgXQF1o1Tewyur2LiFpvIAyxHv4vuFkoRpShlrDVh/rEI+zFOZ5OGZIGeKxXkhISY9N3+z7a59QslAXLvUNJaX6cGnqULKsGlAG+vDmQwFln1Byv0bvEpJqAsNAs1z1ORTkE8QV5tPdxwwpQzxOCwkpCSfrBAklC6UXZdD3mMWb5xCBZCHkI1p6wYcKJqWD4WSQYFIKer8PBJQBH+9yQBksnJTCre6kQYLKA2vEgE1k5iElC6d5mG2PDRFKFsrhZMgnfhFYhQqqsprBSo0SToaackOFk9LBgDJk+yoHlCEf85CP0hBBZblmyHXazENKemz6ZttfQ4SShXKwFCKUXNfKS8UUSJaVw8lQ4V9Wd79YiGAyqxOkjKRKcBhwlis/j0KFk1KYgLIwRFBZDilDPk4zDykJJ8uChpKStAocSBbMw4aSUvhHM3+RhwwmpSycDBZKFgZ4JvueB3/7WgSUQcNJKewKTxp2b8rAzWOmISULp3mYXY8NGUpKWTA5xJN9ZR40oMpqBi03aDgZ+j16yHCyYObBW9cQgbQUfkIecm/K0I/9TENKemz6ZtdfQ4aSUhYohQwkC2bxhpKFIpwMGShldT1YKFkIPUYpDxADP/RFQBkynJTCBpTSsHtThn6sZhpSEk7+yPOzQNJDT5Q2QM1BAi+XfJjAL3hNSatLB2iUxwZ4rCT5kfAvEV+1+KTwpvaywHOIxyt0UDlEQGl5vX964myCShZO8zCLHvuGnzpNUvjAZzVAzT3zVp/M3cTRVTbBHBugyQwRUH6v4Sd2t/H946YjA8xKoR//ombo50BWU7psgMcrdFA5REBZhNOnfPD0wJUnQ49N3yz661Oe8l8kSTZA4BM6RNpbhQ+SipCz6adsN+UevqYkXTZA0WPHXKvQ//opDVRzuOdV6D+taYDnlTx4+Fnkdc961nPCFp7OssPJQYLJ/E8atGYRRgU9TDivWT4KeYDDpEPVtMvyryEPES8miNJ4Yw4py2MLFlDWHC4ee0i5XjcGnOBnFlCycJqH5HvsEMFkMQ2GrFnUChlKFaFkWcwBZRFyXRYw7Cpqlk+zFXNIWa4T6rlwsGb2NfaQcv24Bas4u4CSHpu+5PvrEMFkUSpkgFQEiCEzqbo9L0MFSeX4I1TN4vDe4w0+sbtxzfXenaUeE3FIOcSh3eXnQVEyZKBYjDJkTVfxXAhYc14B5TLDySKULARZL1T+lL1rDvDhKocCreomBvhwmRA1i2By/XPfT/2uTgg1z+TQa8gQAWV1TEECyh0fthNjUHlozRhggq8+JxIPKVk4zUOyPbYIJQtBPkim8nPfmtXbhwij6gLJsljDyWqw1TegrNarW4+FDilDPMeGeE4crnnw9zEGlYcev17VMtVD+xMPKemx6Uu2vxahZCFEOFkt0Tc8qoaHIbKoXYeChwiQqtFHiJrVD0fpG1BWQ626vCZ0SBmi3hAfjLPreRbi8auOsm9NV/X50K+edPg5kHhIuaxwshpKFnqtF2r+hMGDyQ3baWpjiFW3mT7BUeB61VByfXmPN/OHgklp4zM5tr0o68bTK6CsOW/ppvNZBg8pQweUUq8VVO3zQsmGlCyc5iG5HlsNJQt9gqO6aTh0MCn1C6J2hZJloQPKPuHkphCrTzhZ+ynQG/60se1FGfp5UV+v/rqhQ8rQAaXUL6TcdN7RRENKemz6kuuv1VCy0CecrLtp6GBy03b61NukT3BUF3v0qVf3ic1Sv3CyLsjalNfEthdl3Se/93mutXme9Xkc60qGDiilfiHlpudAoiHlxidF5KeqbW9TMNmZKfzbkz2vDyY78j1vFUz229jmMcRiUwAV6vpD2rSeDR0abgp+tz6Xugj8XJeUzVqBZ67g8wYwU5uCya4GeDlrL/AH3RxdHW8VTA7haOgPSOuhbSB2WTxD3/i8OB74nI4bg9qV60jAxzL0c10a5jX5xsDzBjBHm4LJrsyGOf9jyA+6CV1vm037Y8X0wT1tw6uQh5D3VRdMSpsD3K62PY6xPzdXq81/p65CzxtTm82ek7vChVY7MTSYyFvvFNEkoGnRQHYGSE021zbwClxz0x6T69+33MNgZ8jYYPxTHubdZNutg8MGn/a+61PBp96bstG6q0Uz3/U8SWgvSvbqmIckeuyuULJNQNJkmm0buDS5fpu940KEkVMf3r0rRGy75+Suek3WSFMe5h36OdK85vbfT703ZZPrt3k17PrU9oT2oqTHpi+J/rorXGiz12STq7bdk61JQNOmZIjAp+1ebU3ysTY1dwVubUPDXaFkk0//nvIw7yaB2xTPuzaPaZPRtX7eNZiC2gTSu54HCe1FOd/Dupvu8dR4jdDwddO4XtMwqel2m9ZrutmmQVHAertCyQPXbfimvdHej03/dBMd5t10u42fAw2Cyf+fvbcPtq/J6rtW73Pu7xkoMeElGiQYwmBZBBLeBgqJkSRahiKBIVWTCL6QRIhSUakKzPDwEih5MfDwTEZKQxWFlSqjQRQnChMJoELeICLMEISQYJghECmIJgJRgef3u/fs9o9z+tw+fXv3Xqv7u/bufc76VD3P776c03ufvXvv3v25a/U6bpfX3lqSkj1XZN7cuZGyG5CUNnG6DroeY7mRklxJxB46me2xt8t8HTpCco30bomc4gpKlsBi9uS10rzRfYXfHutlq0lK7uu4V8acnAxsQFLaGLt9uh5fuRFPXDnJdT9cScSViNztoqPQuKKIG7jHaU8SBcgVlBw5xZGTROuleXOjAdfqe9y+wj167L7HvAVxBSW3H2xAUl5nWjc0FROdvi1JZ+VEakrSbRdK5e4BN+LTsjXaRLJUindK9ynf4Fw0S/U2bh1kCjc6VVSSzsqRTT2kbvfIwTtohWiiY5p3T6neKUuleKf0nvKNvoYt1du4ZZCpmOj0bUk6K2e7S6Zup4AziqGMI7aa87FN31Wqd8pSKd4p3D7I3Tt0n0ane2851XuTkZM10qAYvCDNbi61VSNbCtuvkkHCtxRlF7ItkkVNEpXFmVgg1hxK4I1iLnpSuq1i32BGTT5uW35wloykFM+vCn2jRjx3GkVpUR3XQXdjbI2ULEkQ8SoohbZqZEtJTi4hJJHRk3ORk/L1IKdfL22rZj6EjKKc6xvSvlPqN/K2RC8nomUjKcXnuvA7buRkTKdRlDbGbp/uxtcaaVCKnJRKyVLkWo1sKW1/CSFZimCTerC5aDipWCtJQqmU5EbMxSCjKOfakoo1ZD+sEfOlc11z1Ir9UHgbKvWNmn7QaRTldaR110YyTc4LKq/ZbHu1EWCZfaiOTms4U1nRVPuRMm1JpeT5fZmH8+qoxobjoy0pa9vP9hWhmLzcj7qDBBWVuf5Te+4m+kptH+pMUtrE6TroZoytjZScEjW1t81ce7URYDnBtEaEpLagrI1uzMnJ2rZagjW0JSWy/zRVpa/8nEhRmTu/1ed84uc1gpKoO0lpY+z26WZ8rY1kmhKTtZGSOSlUKxFz+7BGhGRODNUG6OXaqo32y8nJ2kjJGikV0JaUtRF/yL5IVH9N5M557RHL9sXK29BUX6ntC51Jyu2ndXebwq1QebsLgLtRKyazba2UdYfcrnvADRLw6MVKuk33tlRvw2DRawq3RuXtawOZdo1O4eaCTPNGfgZ0inctvaZ7W6q3YczTawq3RnXjHkBmDiPTkNEp3PztIj8DsK1Ocu57rfB9q6nendxGysDFZAPn4AeEQIn2pXk9v8Zdudh2R2IyjuRbex3ITQjKhqhJInmF9BjNNSmb54cmKA1jErSYbCFIE4RAiaPe1l5Tcqc0gLWKuH10jNYSk4EtCMrWPtkUXaq4JmXztYbYoRMmKI1rAi0mWwiRagiBEu/LmmtKhu0HehKTcZThWmLycfv9C8rWPtRyutI+3PoJ4/Zco3y6NUHZdVo3SgL4gWCRkn4gXFSXA0WcoXbn4KBtoSIm3egwYhD02dAp3qj2/M43y8lzW4AJEDrVGxY8BSx4tHKadx8hPUYrq42xKCm5c77LSMnB+a4iJdGp3SgB9wAqeoOar6BTvJH9CddWexvoVG9UfxqpPq07ZeU0bxtjt89q4ytKAjjnYJGSg3MwiehcP5GSRMd0WpSYPIy4qL5jgZr2dlrSumPQKd4ocYbum60cRtwAcBjrU7tTxhHXF1ZO895eWndP0ZIBpJj0e3CUGYKOIiYv2upnbklEG4mg7ABoJOXOt0dPBiyK0jC6ipYMIEXSS7tDV2ISzTWkck+xhQjKHkBGUqJTvVFYFKWxRXqKlgwg5c9+15eYJOorYvKirc4eQ7YQQdkDO2BK9W5oj54M3EIUZXeRk69/9W04oeHdbIVkdlMgMXn+bIg+Gh4kgX89R8iyIMkQgjLsD+RwPRB5RGTh6bAj2gr9AdLWHa5vnfsp4vI57Q9ExHqchIUK9IOj97zlC3ANMje79AYNFRYdY9/+hi/HruEIagslR17aHQB7c+TuJH7mKmRzCJ/txdh+sw/zgRdj+1NqKIiDkHgH78gBuzMighKVtkyEXa80tIWIpg3H/B7QH5ARlPfewUTlvXf0pnd+Nag1NjbGbp9Fx9eXX34ZJg+8J9rtQEIDJCb3oOwsIqLh1NYIGLKDwL0HPNeHDvNwaO86Qd4hBOU4eoioDp9qB4igDFGYiD5/B+rrRI/iHOFOw2F6APRTT0QHkNAdD9hozFdeWTyKchuRk69/9W2YhrwDLFJ3amrApfFCIyWBk0skyOg9aFThacByuHlrt21BH8WAj+awPxSg17YEAbt/GYYSb3/Dl6+9C09AR0uiuAOv7YcCGKiQrdRdSxBaHjho9BpBiQS5FilKniKvyZGmK3pL6fH+ZRiBl1/GRCF5j4sCHJzLVkSuQUNMIkBFlhJhp08aEYrI4EKUJCPqLzo0AMxgh/X/3eAgYpjoGI2JishE3b8QdCMnw8S+rShMn1KSyMSkuC0FMXn+vlOpaIJS2FZHkjLshwlKo1fCxB4pylpAV+E2MSlDQ0wGTFDK6FFQEvUlKUOEtglKo0fCxL4lgqxXKUlkYlKKZuq0CUoZPQpKor4kZbhv9SIou5CTkAl95qGzVoRkpWSlBIELlE4mlik5Men3uPa7+dTAHcn1i1sRlNWSMrMftdcXsn/GmKA0ekNrQl+b0p0THrUS5KXd4WbF5DOwiLo2cp/pVgRlraREXpu5+wPiU5qgNHoCMaHPCafalO6clKxN6d7vbldM7oFpxsh1AltAjvK5wjq3Iihrr4ncbtQKyty1hIii7EFQrr7mZDyRF0uGmYdMqQApRkoK9232s0j7T+nhELjmJJE8arEUMSld129u2+LDVti+eJ3HmVMqba/UR8Rt3WH7W7H/Su8IM9sWR8kWti+N3kWuO5luf4E1KPucZRtSVMfYeCKPFlBSOVnavnTfkEKSqCwlpWtOzn0W6bqTpeAG6bqTcxGTUnlXej1y/Uki+RqUyP6GLq5Uak+6DuXccZauRVk6p9L+cT/zeumcPW5vgTUobYzdPqrjazyRlwqouem3VE6WIiWlchIpJInKUlK65uSclJSuO1k6DdJ1J+ciJqXyrtSeVM7OfRKpJCtV/ZZeC8j1JonK/V0aLDp3WKRrUZY2L41knbt2pGtSxv1zgTUoJ4/sanIyF10kkpOMBySunGQ9Bwr2jfU5uNch5wF6RTnJkUFcAcTZruSTcrYrkoCMU8Ftj9NHJPs2KyeJRAeP1Ye5lwRjuyJByfmoTEmpKScDipLSJk7XgcoYm4suWktOcrYr2belIyUlcpLzOSRykvOsyhWUnFRuiXzivHYtQYnuc0vKyQBXUnKOsURQcs4rt5/MyUkimaDMtacoKW2M3T4q42suukgiZDipuVw5yUnflsjJpSMlJXKSI+QkcpLTObiCkpPKLZGTnPYkgpLzKbiCsiQmH1/DaoqIlpWTAa4H5BwSiaDkbJYrKTnXjkRQ5vqnoqTcRkEcFsB1JYmw60oSgdeW5AJMQyPiS13kGpNcVks8W2HD3BRvlpgkYn+GNfowci1KopWuQ8MwnoAWouiISQ7cVG/uZ3028D4Dco1JLteY3j0FV7CtISbRoLcJXbKAcEVzDKNnkOtKEvHEpAR0xCQHbqo396PeMZdsWmOkWyu9e43PyhWxa4hJNOjrBrUWJRG2aM5SrHKZVEdNCqTknOzQKHgDX1uy40mCRExy1vaTRM5xjgo7WpMzRxScBk57kn4CXYOSCL8OZS9rUebaY1yT6HUnc9uzNSiNpekhalKj4A06YrLX9SWJZGKSs/akpAAO57NwxR6yOA4Rr0CO5Fz0ugYl0XEdyl7WoszBucYlSz9w9izXnq1BaSxJbdSkRErORU1qFLxBR0z2ur4kkWwqxFl7UlIAh9NXuO1x+pTks3Ii9jhRk4Fe16AkOkZE9rIWZQ5OwRzJNcYRlLm+ucYalIvLyaqJ+q1FS3YsJYnwEZPIytzH9oSvBwvA3tuD/wkN/dBwhVGUJiiNpehhot57tCRSShKtKyY5ICtzE8mF3hqCUkLPgpIIWyyH6DqjKHu47xnXT81E/daiJZFSkmhdMckBWZm7pj1k3yLCVvAm6ltQEmEFJdF1RlEuLSgXW3NybnKeFQgND4w5wdEkJTP71yw90o/X+oCnvPZkq5TMScMWMZl7Z8sagtk1HhtOSa691j6TtslO6Z4iOYjNfTp9e2OXzPaPhl3M9eEl1p2MAa5B2feM2uACGWPnJudLRE62bCP33t6kZLr2ZOsxTdeebJ0T5NYP7z1dAAAgAElEQVSebBGTOWnXIvKWWH+y9Zyk7+8tpTtdh7L1mObWomw5x7n3ctadnCL32D7XHnANShtjtw/kpjM3Oc9FHLVIo1zkZIuUzKW69iYl0/XzWqVkuvZka0fIrT3ZIiZz0q6lvdzxavnMOSkmiZrMkV4nvaV0p4e/1Qvm1qJsOSc5cSwtKHW5L7k+XX4PcA3Kja05CY6UJLJoyR5pjZh84sEaJdOTCMVW77f80mhyLIrSMAwAFi3ZH60Rk+lnbI0w7D2CcgvcUhQlka1HaWwPdKQkkUVL9khrxGQq6lrbS/tcaxdER1BugVuKoiTqdz3KReSkKKVRQUqamGwHkcodr++HTuXulVhQIvqNivC8QUG5pqS0FG8DzZopjei1JYluU0wi5gHx2pPoVO5eiQUl4rz0nuJNtA1BqSEpuViKt4FEktKoISVNTLaDOC3x2pPoVO5eiQVla9QkUf8p3kTbEJQakpLLEine6nKSPRHvPVry4HSkBvIBTqlqN3KNSb/HisnwiVGpuWf5h6xtdMAK7bCPzSndMR4s3RUEpd976HkxQWlcA2uLSRQH7+BFb4iwYvJuwEqXULUbOc95NoxQMRk+L0raoaMniY6CEt0XifpL6Y7REJR3wwiVs2tGUZqgNBBwJ+K9R0seRnzBDiKsmBx2WDEZqnYjT8t+56BiMkRPotoMfRD5mQ+jh4jJQBCUvaV0x2gIyv0Oe17WjKLUFpSqcpIzAVcpSu08PFoyt+Zkc3tgmYh+5ncHh2/zHtvg8IBfM3C4P7YLbRMdKeo2EH2q0Md1oiihTR5HH8ZumqA0WuFMwEePL7AykMIalnARhK3GTYRfM9F7R3dgyZRbQ7CtPQfvPwfv4BGKLesa5hic7z6K8s6NtO/8OlSJomTe00xQGi1wJuCj9zSCreRWoiXREZNoIeQ9/nPn1p1sbQ/df8bRkwcP2gfw5x6cowM4ihIdcbvf8SqrS0AK1GN7jhw6O9h7YtSjURWUanKSKybhnBod7kHt7byOmETi6FEigtpGV+QmehSTcBkEBDxPPHK6yuCCknCCEi39LlAQlKj9DcdPpU+aoDQU4YpJNOGhIVd8pYYQsYVEQ0oGMYkSLV5BfAUxmStW1ApKzKr0ydOhRAtKIlzEKLqPx2gIStT+hnOy1lIIJiiNGrhiEk2QkigZ1Hu0JNHx/h3u4TtQ2wqn5iwmkVGEZ0BNcqSSFHSfjEEJytDHncNLSg1BiZKUoU+iBSURry9pCUoVObmKmNQIwdRI+9xAQY5UTCJEEDpikggf3bhE+whBGa/dSbSBCEoifJQwaURRKkhKE5SGAmuIyYHwDwwawgYtJjVIxeRLgOOAjpg8tqk7tmhEJiIEZdove4+gJMILSqLtRFHOYYLSkLCGmNxCtCQRXkxqkJ6aO8A+oyMmtdqMQUdPEmEE5T5J50ZHUGqAFpRE+ChKN+Al5VqCcvFq3Vpp3FAmoiWbowk1xKRGKjeYnJhslUAa4jAXNdm8ncwV1nMEpSqt0iDzdmQU5bnNldK8DQOBVho3kqnIrFbBpiEmNVK50eSOW2v0ZE5Mth6LXL9sFX+5IJaeIyg1aRWUuc+oEdm8Vpq3YbSilcaNZCpaslUCaYhJjVRuNDmJ2Bo9mRWTjcciJ5JaBWWub/YcQRnQKKrUKihzpwIZRRlYK80bCVxOTkUBqUnJDVS6LqaG115AcSp3bns1TRbEZK0AKkVM1kqgpcRk8/YKV1etoEyjJmNqBaVKSveUJBgU1lpVQC2KcuKjW/SkwWUqCkhLSi7+F8wKtNaXnJJxtXKlJCZroydLQrdWUJYiJmsFZalv1oq/0vywVlCWRFztfmpECE+d9b3zKlGUaJZei9KiJw0OU1FAW1lbUgOt9SWn7t+1qd2l01MbPVmKbqwVlMWIycruUJJHtYKy1DdrBWUaNXnRZuUwORUh3JLiPSUih0EnihKNVhTlVD9DR09Cd70kJuFoNLqF9SWJ4NGSRMtFTKZIBdDSYrJ6u4wr62YjKIm6Xofyot0F16I0QWnMURKTaDSev7awviQRPlqSaLmIyRSpoOSkckuPD6d/SsUfZ154qxGURH2vQxmz5FqUJiiNEiUxiUZDSm5hfUkifLQk0XIRkylSQclK5RYeH05Um1RQcvrnFiIoifqMokzRiKAkWnYtSqSgdIxOzep9uYm15Jlj5N4AhQ8y4x3jRUKB6Lmvl7TLfankImMKR4mY5MovyRqT7sB73VpiMmYsRC5eILghjEypVoqafPpabpsLRk3m4K5pJtxNTj+VilxuPxW1m3npe97yBQ3vNjYIq3fnJtaS502uxJM+yzxjCAup1OC+fm0xyRVVEjH5nJnaLkmB50o66RqTnnELkopzrqySzAm5glbST7n7uWTUZI4H5rmXSldO/5PKYe4+SPpprp+86Z1fzX27jbHbh3Wh5ibWEim5Y96QpFJyV4g0C0iFJFeCrC0mD8xnbomYvGe2KVkPcmQOcuI1Jhkvl6bbOoV+yumjROWoySdtMvuopO9zD5VEPI7M4V36HMSRtNL+5Jn7+iAwxC7TT1555RX226d+AXGqrWKSjVa0pAY9REwy9kEaMcmRWdLiN5zoNO3iN1xY+yG8qjgRlBIxScQTZKoVurkopXhvOYrSIiiNlFYxyUUrWlKDtcUkEU9QSSMmOend0rU5OXJOu/gNF46gkkbecCSZtJ9y9lOzQjcXrRTvLUdRWgSlEdMqJrloRUtqsLaYJOKld0tPEye9Wyp9ONGT2sVvuHAiKKX9lBNBKRGTRDw5J+37W4igDGw5ihIRQQnf1dplIIe5v2Z0JCaLQq82NXzuormiVO4cKuJnBmnUJIvKK+pqUrxrhMHcOpSVl/4agrLqmBfWojSMlNq1JefkU09isriOosL6kkTXlcqdo7VATo65Y6Yi0CsP6bWkeNec/bl1KHtaS3NOUNZIdCuYY3CpXVvyMNPBehKTJfGjsb4k0XWlcudoLZCTZaZJjSIltf30WlK8a2Tj3DqUtWPPGoJSEjUZ0CiY05zWHaJ8EM+92dRuQMNPUrsBUY1PUrtRkZJpM4j7XUZCIsRkKmJqxeRFG4mk1oqYRIjJJynegBtJmuItjZjMkZN0q6dzl0gnH4Bmn/RVgLjNpXlDhPCpCUZ6dx+hTkYrxR4eonwQk+uc1EM8/6Sp3QhpkbahISSJMFIyJ3cQYjJN8W6tZk70VNIhIiZz6d2I/pqKKsT8L5W0iL6aE2prp3OXSFO9EZI17ZsIGZzbL0R/Df2Ikd5tY+z2Kd6JQpQPIlIyl9qNkJJp2iwiWjIVHxpCkghzz86ldyNcSJrijYhuTFO8IRGTmSYQMihN8dbpq4A2MwMf4hpIDyEqCjJN9UY8C6XOENGvcmneNXIyJaR6M9K7ddO6UX+QfxI92VG05CqgHouSz9xTxGRKHJnWs5gkSvYPdFNbIoKyi3TuhVkiihIWqXp7p8eYARX1k07se4qWXANUtGQqp3qKmEyJ5RwqlTs9jqj+GsspVGDKEhGUW7oGUCwRRYnqrxZFacSgUrjT6MmeoiXXAHXPTtO7e4qYTIkjKGGp3Gm8BugAxCneqL66RAQl6hrQSPPWYokoSoSYJML0z6aP+/pX36a3tmTnYvIs+DQqfBOppXEjxWQQPigxeW5317+YDAwPBJ/hB0GJiJoMuAe3rUreIUoKeGlpCUqttSht7Unj7W/4crW1JXsXk0HGbS2NGykmw/qTKDEZuHMevsZkOJ7o/nrwDp4SGAQlsr8evNtUJe+Q5o3cZy1BqbUWpa09edu8/PLLamtL9i4mg4fYWho38nSF9SfR60EOg8OvMXk6nuj0WT96eF8NghIRNXluc9xWJe8QhYl8HtISlFprUbasPdm0S1spejPck45A1JKSGs+3Ss/MaDGpicoak0poRFASEXml1EiVwjYKbfq9V5G0SxXLMW6LrRS9eTEOKmKi51TuFA2BQoQXk5psKSJNI4KSSGdSTqRz3WoUy7kbRpVju1SxHON22ErRm8PBq0RM9pzK/aRNpWGwl0I1HDTWmNRCI4KSSKcfOKfTrkabu0Gnzy5VLIdL9e582Nfho3o84Yt4aEU2+b1/ujYeAi05qYC7dyrRaMM9kdcYiBQemP1A5BSiPMfdhsTvzuv0WU9qghLdb4d7pzJ71LjPGtvgWz/2K+BtDg4vZe6GUUVMvjSMdFAYY3dupEFJJKK59wO9tMMf23vv1MQvmsHpFJ45Ro9uQ/zunCenIedIJ9rxznl4Aab70akISo37rNE/b37zW+BtOsKlRga0Ihv3u/yac63shu2kyz4ciO6A0X2Bw8Fn1x/tEefck3UyEex2CtGjSriB1LyLxh8V9jsHjUolOvZZjaJOtffZqoI4FxNmwLNdugGUOEilpL8DtZvuH+IhP9cnELubTO5Q8jcVZ6h2h/tkO4DBM5vKDnjITQUqKg07LQyF6rfjs+RgIuZluehhxO6mbaDWRlMojEN0kpMxiH4btfHuL84Wx9nG048xx5MrJp4wIybk6TMHShykYiMtjFPLS0k7O8AYu8sMJqOC9HoACa/7ZIB5fkC1iy+Io5XOnPZblJzSKIpzbOey3Vyfk5L7zIilA9I9Q4lajcI4x3bxRXziNj7rR74q9xIbY7fPkwsonjCnRUFqSFvYg/IvUymJEmmpMEFETeU+MiLQL20jVxynhoeknXuQSEsjBuequHPwSiHeLrHIKDmlURSHiOgumWMjdjfb91XWNMW0o1EYh+hpv0UI67iNt7711dxLdAvitJD7+AhhkIuWbI1Em4y4an2413r8yewXQvzmjiOi3VRMErVHUE6usdn4YJvbL0QEZa5iPSKC8omYJIIItCytu5vrSvE6lJXk7iuYfpv5wKvfWQ3jSO4BDiEMckLnRaPgeGkYn4hJImqOoERIIi57gOhKxSQRQSIoc+e9NYJyKTGJ2lZOzCPEXO44HlRSQKg5ijLXkxAR0LnjiPhDSE6gay2jYBgScnckRPRkLlqyVaDtd/lIrtYISo218IjycjMtjlNDThQhxG8ulbk1gnIpMUmEEVKpmCTCCLRUTBIpLsuh8Egzde1JyN1WEOI31281oigliG8pT9IMK29qnnSWVFNN49agdP5b+kZhMtfyWUqirKXdnJg8t9uZ6CntT4ugzInJc7sNgjIrJs+/rG62vOaq1n1tI2neRNRUdSR1KZbefTukaYa1QmZwOms/aaZxa1ASk1rp3S2CMicmAy2CsiSke0vxLvXbFkFZEmUtgrJ0/FoEZUnAaaR5E20nzZuorVhO2o8svfs2SNMMa+WP1gpcmmncGpTEZEt6dynqskVQliLYWgRlaY3F3lK8c2Iy0CIoc2Iy0CIoc2Iy0CIoixHDN57mTXQUlLWSMu1H0vTuzrTPI1qVhWskzypisgWNtTBJbw3EkphsYbYyuVLEh8YalESKa1D2GkE5RcVEWut+ko2aNIwNoFUQpCZ6cg0x2SMlMdnWrs65Xqs6tdZ2tdag7DWCcooaQal17NBV5Q1jCdBrTwZqoifXEJMtaNV9QaXWpmgVf9GKmpxDYw1KIr3iQ1uKoCSqux6VbidqfbeVxeXk1UZMSh+guC+XXhzM/ZAKV64Yk7bLFZPSZ/tZMXluWHaAufshFZSlqMmLdoUyrBg1efFCUbP8SvXS/svtPjcSQWkYUq41YlKa2s0Vk71ET3LFpDR6kismpdGTS6ZzI7bPjdyTSjbucZMKSm5EoFRQcnvPrURQGoaEa42YlKZ2c8WkNHqSKyal0ZNcMSmNnuTKHWn05JLp3DmkgrIUNRkjFZSlqMkY6eFir7PakaCcb7O/CMpaRAVxiqmFMye69jKbkwW1QpJTZKRKVHAeVGvOMWdXKv7CzIkoq4nY47RbEzHJmW+yxeTFmxj9oUIwcYrkcMXkRbuM/ssWkzGcz8gVkzGct9TcJBh9vjZqcu591VGTM6el1MeTwjgWUnIdnHt+KbVwbvJd++wwJwtqJQWnOE5NxCSnOE5NxKRGcRwiXoGcmohJToGcmohJTqTa2mIyhiOlaoQYp9/XpMNz+maNaOMUyam5kjmytjZqcq5/1kZNzvXP0u+Twjg2xm6f88VUSi2cK4xT2xHmiuPUCkmORKsRIBxpUxMxyZGONRGTnAI5NRGTnAjVmqgzToGctcVkDEdKccVkDEeiccVkDOcZoqoA1IrRvLVRk3MiuDZqck5cl36fFMbptyDOHCVB0BIpObd2YnUEVelhquVPbnPvq3yIm/uctanEc+3WpnLPzeGqxCTRbARlbVbWXARljZgkmj8vVWKSaH72UiMmieb7fu2Nf6ZQTks6d6kPWzq3cS2U1yKsj54qpXdPFb7hUIqg3LmxOpV7rQjK2lTuuQjK2lTuOeHWk5gkmt+f2ki9OeFWu07nXARlbQSgc74YRVl7Jc9FTDet1VlcA9TGWGP7lNK7WyIlS/KspfhGKYJyN9Sncs95sdpU7rkIytpU7jn5Wyt25iIoexKTRPMiqkZMEs2LsxoxSTQfQVldmV4pZHruWm1J5y4J4F7TuQM4OTlxALXSuG+SqX7W+BA3JWEQ1c1ztK4xOfVsXy0mzw3n399cMXxCUNaKyXO7E+enWkyeG5j4ea2YNC4ppHlvbIk8Y0GmJIxWGvctsrSgbF1jckpQtq4xOSXeehOTgan9ak0hnhJv7RXO8+1aajKGUpr3WuukGn0zJYW00rhvkSk/1rrG5JSgbF1jckpQtoqdKUHZm5gMTAnKWjEZmBKUtWIyMHUYq8WkcUEpzRu1Xin7VLGqxSbPyajLLI1+Qq0vmZM7kDXncrKw8+I36ee+uuI3XDZeJKdZTJ4bwjTzhNzhRdwoMpNFRBGcXBQ1LGoyuftyxKRV7b5eONVi04k1SkqmMgu1vmQuehJR/CYXPdl78ZtUUFrxGyxLFclBVTZfskgO4srI3Q8QRXBy61CioiZTQcnpI1a1+zrhVItN5RDqjpJGT6LWl8xFTyLWsstFT/Ze/CYVlFb8BstSRXJaxWTgGorkIIrg5NahRPXhVFBy+gi3ajf+djPqREsG0YAuehPkDrwYRni4Qv/ZLbQ1uk1U5Y6PK1JM+uExohEmJs+NuyfbQBAE5bhrj5q8aFezine4OSKjJuNrAnmjiFK80dW5H/sw+Fifoig79ypGRxy8U4mWDFILXQgjCMqWVO4cQVC2pHLn0IqejEGKyZd24zmCEikm7wZ/FnGaEZPIfhz2E114RbOKd5CUyKjJOMUbeTXHf7RAH5NwvtDp3CGKsne5bvSBH71KtGQQlOiiN0FQtqRy5wiCsiWVO0cI4vN+G1W573buHEGJFJO7wZ0jKDUjJlujJmOCfNrtXHPUZIxmFe9waKFRkwukeKOrc+8V+jDRYxQlWl5vKshVoxo3ESha8grwe7+9iEktqbPBCEpY1OSTxpWuD625gkIlbyK7TxjXj0aFXiJMtGQOp7RozF7pHrIfxs1FTG4NzQhKVNRkitaDuLSSNxet+4RGJW/D6AWNatxEOpV/ifQe0YG+7ILdbnsRk1tDM4ISFTWZotXftNrVup41KnlrwXomkqQSOk80aNwcBp0iFGpCTukhVrN99+BYVaClDPeOVbVa3G4QfUoPtPCITDoK9kFBUI7PPLl7hSmO9jqTGrOy0amIRHfvaNRo90Cip0BL7b4+pKmEGsUids7Tc4UIsWfDqNLuXKGZ9vbx1/rBO3qm8ID0/DCoiJ37c3SqXmQDmp3zKqL22TDSg8J1d6ccNq9x7o6iFr/fL8aB9gqP4/fjIBItltp9XXBTCQMaAmYYHD084Nu92zkVITcohy5ptD+OuLTgmIfR017hxhQqd89Viq/FK4Sm7nb4KDkioru9Tj/WWo4goCEoD6OOoLx/8Kzq61IOBy+K0OXcj2GnzXm9AKt4L5GCMhYYUEEZT2rQxyRuDzh5itNgkYIyPl9IQflE8G1AUMaRv0hBOT6L+zHwThyLSc35E3LwGOP+Brw+on6sISiPGyFbed1YhVhgIEXis0hgINuNxeQIFlHxsxtSUMYRfUhB+fzweFyxqcyXx3ULgjLeR6SgjPsxUlDGYtIrRr4iz12czo0UlPH6tBqCksiGWGMdYiGAFJRxwRak2InF4aj47I8UlPF+IgXlQzRAIQXlIV3fdAOCMk7lRgrKu71OP74Qk+DHl/hsIQVlnM6NFJT30X1HQ1ASYZcRgNwacs89kGfviaq2rYJyan1JiKDMTWYQi3BOtdE4eXIPLrs+H0JQ5s4TQlBqRB6WQAjK3JIEiM8Ri8mAux/aJWUuYjJegxIN4k6UmTQi1pLN3RfGvYdISpe7T9rsyWCAiJ6cqmrbKhKfDeOF0EG1S5SPmBy9a5aUU+sftgrKg3fZVGOEoIzFZAAhKDUic0sg5jm5fowQlLl+/DC6ZkmZi5j03qlJSoSgzK0ziSielSuctXcYSZnbZxtijTkQ8mWqqm2roIzXQbxoFzDvzgnDcdSTlK2CcmrfEILyIdMHEIIyFZPaIARlbo1JxDVylzmeD4f2vpyNmAS4mKk/cCGcXG6dScRasveZ+02p4raE3HIHCEHZPFMoPe80PXvP7JlGijdRo6DUSuXWCtSaKRrSIihL56dFUBaFnuJ6RS2CsrRWaougzInJGJU0b6I+BeVKxaFaBGVWTJ5/Wd2scUO0SKQ5WaGRit3arlYqt9IfkmfXP2wRlDkxGWgRlKU+pRU9SdQmKEv71SIoc2IyRiPNm0gvirLl/GkVBcqJyZgWF1DaZxtijTla5MvcxF8jxZuoTepop3KjmROmLYIyJyYDLYKyJCa1oieJ2gRlqfhNyzWSE5MxWuuHqjmVhtOHLoATyInJmBZBWVqHtVVQNt2KOM85Vc/eijdItaIWHDFZs2nOeyqkKLeacY2g5IjjGkHJEnmdCUpOEacaQTknJgNVgpKzzmSPgrKAZjGbGkFZFJPnF8n3xbg9agSlpmSaEzq1cMRkTfQk59msJnqSW5ilRlCWxGSgRlBy+lJvgpKzPzWCktuPawQlZ53JHgVlCa0iOUR1gpIjU22INeaokS9aaZNElI2YRMARkz1FT3L3pUZQlsRkoEZQciImexOUnKrcNdfInJgM1AhK1jqTFcMgZ4+3ViSHqO5+xSkQ1SIoZ0/hVPEFyfON6NlbcJOSRk9yBYU4elIycVFbl7OPSmKScyIRlCKB14mglFSXXzpVfRLtAjgcpA8qzMmhVFBK7gMSQckSk+cX539sRXGuB0TxBYmglMgJaZQjV+hI25VETKLXoHzchw7ujcQTkwGJoNTqQ1Ik8xzJfvRSzVy7AA4H6fnjRk1KBeVc1GSMxAVIojynmrWiONeBtBhODol8kUz0pdGTXDEpFToSOdiToNSAIyYDEkEpSeXuRVByxGRAq4q3FK0COJIzInVy3KhJqaCci5qMkdy3JJXrpwTl3H256jQuUfiG/RamQFATEzUTFu5bpE0z94UbNXneDWb0ZE2qvUYVbyJSFZQcJGIywBWU3KjJADt6UiomeyiSI4xaUfsDBSkXyjEMADVSiSsSpRGT3HZrUrm5glI6B+AKSm7UZIAbPSkRkwGNKt5EuoJSa/tcQSnty9zoSamY7KFIjjSdmysoJWIyoFkoxzBaqYlA4gpKacQkV1BqRi1K4e6LdPvc6EmJmAxoVPEm0hWUHCRiMsAVlNyoyQC3L4vFJPN015wJrqCUpnNzBaVETAY0C+VIEd+Wap9Hh8NMBGWD7S6vb1hfEGNWULREUpTe2rJoa2GfporfcJgTlC1rgJYE5fDQEFWoWMG7FEFZIyYDc59VKiYDs0VyaiMm1yySU7ne19w9oWXd2ZKgdAdh1OTFmyvfZ9wM96NTWy+wJBKnit+0tkvUtsZkSVBOFb/hUBKUU8VvOMwJyhoxGSgJyrl+U0KzgndpntO0duLsOqB1fW6uSE5txOSaRXJq15mcK5JTIyYDpXnt/ThU77MNsUaJcfRF+dIysS8JyqniN6x2Z543W6IV1xCULYV55gRljZgMlATlYfTVBXA0K3iXIihrxGRgTlBKxWRgrkhOdcTkjG9pOQNzTq52ncm5Ijk1YjJQuo8dDl4UNRkjFZSi09lTxOSTJpYukINI8co1gTjGSulnU4IScexzghKS6rxwineLmAxMfe5aMTkLIpV7aUG5UgEcDhZBafQGQiItXSAHUfwmJygRz/taKd5TgrJFTAZyghJV8V2L3DwHUnV6QvZprZeKSOVeWlCuVQCHg0VQGj2BiDhaukAOIo167QhKKVOCskVMBnKCElGVe+kU7xYxGZgSlLVicg5IKndmlxF7O+Xk1iqAw6GHCEr2KUU9fz559gbehFJJhiqC8URYdLL2VJFkH2sjJlNSQYmUwrGghK7BuJCgRIjJQPr5UWLySfRkD2tMzpHeI0BiMr0/IMRkIBWU1RGTKTZ7MmZIhRNSHqUiESVz0na1qnIjSQVlbcRkSiooEWIyEAtKhJgMLCUokdtJBSWqL6fRkz2sMTlHelxRYjKNnkSIyUA6z0Xtsw2xRolUvCAn8qmgRBW/SQVlL+s7lkj3ESVCU0GJEJOBWFAixGRgKUGJEJOB9DpBicm0L2utMYkkdXIoMZlGTyLEZCC9r9VGTKZwBSXrtKKfO8/P3huqyn0WF2gx6Se+RnDaV5SYDNRU8Ga3vdE1KJFiMgUdMXkWlGgxucQalOCIySWqeMPEZMBmT8YMQTxtqSp3EJRoMRlHT6Kf8YOgRInJQE0Fby5bXYNyS305CEq0mFxiDUp0xOQSVbzR+2xDrFEiiJctVeUOUgctJrWiJ4ke9xW9jZoK3ly2ugYlUkymoCMmQ1+Gi8noEQN9NIKTQ0dMLlHFGyUmAxxBOXtqtZ4H1Z4zW9Zr5LSt1e4GAtiMhXF+9cI+N8EG7xnWLa4HrSKH3CIdUkbv1Cpi9x9jZnLL8NgAACAASURBVJRYeQ3/m0BzDUqt61pziEX/YSDQSfFZoxG1Rzulhr3XbVurXa22t0hF/Q9mu9taz8I5vWOxRbZ4/WlVYZ9rdZWAWH/aKjyiKAKZokkURVgVCqF0x2lyqhZFqoBDpnPHKEYcEOn25eEe256/OykAdF/WvJsEawGOXNbsy2HJAw8+LhvIEjSEoMf/0KuRKcEprx2wf7INEVbI1E8ioiEy+ejj/KAUofpi1PtzOLditRR/6nVaglJLQhHh+1yIqL1H3/wj0IIyRB/i+7LeMXg+hj6H3WdwoIixMujTGSQROqIo5gV4DcoQZXYAz1Vi+YQWJCFiEh3tea81zyTFPnFqVktQItPQUx7AxyREC8LXbYz7Mrjpc18Gnz7NvvzwcNxpdJcbGTeKxeVk+qyGlDpP1nkDiYcncm8LgjKJmtFaf3MEpnjHYnJEht0rTmp8lBoN7ctP1vbEtHsWk4FN9OXke5CgTPsyUuI/Wf8WdKc1MXm9oJ4N0ytaa81CIpyg1FybTos0MhUldVIx+dIOd9HHYvIO+Icen/Q65AN43BZSUKZ9GdXn0rVINQUlijQtGteXL9tFpng/H9M+h9lnE5PXCeq0pnIIKaPS1FqUoEzTX9GCUoM0lRslKFOZswcOVnFf2CPTpJNugBSUcbo4UlCmfRklKNM0Zq3CMkie9GXQ6XvSl4F9LojJAKrLccQk0UqRkykIqaNVIXdSWPQsdRauZIwQlLmISYigXEhMBiB9ebIqenvbWRB9WetOMjXwaFWkB9xHkEWiYkxMXj9af7zWqvaMYEpYIGRRTlggjrFWyvxUxCRCUOYiJhGCMhWTAcQDeK4NhKCc6staUlxLUCKiJ6fWa9Ra4xMhKFMxicLE5HWjtrQAoONorfk3tS4fQlDmhAUielJrHcupKDOEoMz1AYgsmjieCEGZW8cSISin+jI6gjIAEZS5vgxodqova2WYIPpcKiZRcMUk0cJysvR81iJ1SmJSM22zS0FZeGhTLf7RIChLqdxNgnJhMRlo6suaxYbSqMmYlr68tJgEULovtFwnJTG5gQAaY+OUruIWQVkSk+j07pgWWVSKpGp5/i6JSc2iLS2CspTK3SIop8RkoOUBvPTeFkGpJdmJnkZNxvQoKNGFZGJK126LoCyJSXR6t2HElIRQi6AsiUl0endMi6AsubEWQVkSk5pVxlsEZencN8mimePYIihLBXZaBKVmYZ1S8ZcmQVnqyw3NahaLKqVzt/S5kphccv3QxabLnOeyGqnDiZh0904sKf3e8yRFT4KS8ddk9ueK4B6/GrHGWWOySlCuJCYDVX2ZcfyGe3kEpb8by2IyIO3LA60rJgcvjqDk9uUaQcmJmKyZn7rRoiZvidHXyTPO1VsjKDky57XDTiwp74aRJSlqBCVHUtQcZ07E5M55saR8Me5Y60zWCErOGpM1gnJOTAZq5nyc99QISk5ffjEO4j63H3xRTAZ6EpQcMVnXl3nHr0ZQciImawTlwVvU5K3gqU44cERQjaDkyJwXD14sKXcDr5pxjaDkSIqaIh0cmTMMckl5/8Bbm69GUHLOeZUsYh67GkHJqfxdIyg5ffnh4MURlPsdryq1WFA6Yj0419wvWH3ZyZ+P2H25os9xIiZrBOXovShqkoihFn7qS75AvicJkucxidSRpnJzBaVYTPQgKJXSXKRIBKWk+I1IUK4sJgOivqwYMSmii74sfD1zYl3zBwr2LgjaFt0PJ44F4r5s9MG/8Te/KvtzybOhpGdLBKU0yowrKKViQiKLtKKntFK5pUgEpaT4jURQcsVkQPIALnmtRFBqRkxK6EFQSiMmuYJSKnUl9wFJKrfkHjA1T566Lxvb4k+/9dXszyV3A4kAkghKaZQZV1BypGSMRFBqRU9pRplJkAhKybkWySLhUCXpnxwxGZAISs2ISQlaa1BKTom0L3NPibT4jaTPSVK5JfeAKSk5dV8OqEdOVkUKbaiK95k1pU7FpIkrXmqOF0e01VTlZgnKTsRkgNOXa8QkN3qSFTGZwunLG0vlXqIqtwRWJHknD2vGenCeDWt69paqeAc44qNGTHKOcY2Y5Asd+fHiCMqaqtwcQSkVkwHOA3hNlCVHUNaISa5o40RMpqwpKLVSuZeoyi2Bcy+waMnbhnP6ayLTtlTFO8ARlDVikhMwVSMmudGTNdWMOYKy5hyzZFHl6eX0U4mYDHAEZY2Y5EZPciImU1iCUimYden1UhHUrDHJuRdIoyVjVOVky/PXnNRZvAAOhx6izgTMfdYWoVMSbjVi8txuSVB2JiYDpb7cEjE5JyirxCRrwzrNNonJlQrktBS/Ka7Ba2LSOFF6Nmy5480JyqUL4HDQEiBahYjmBGWNmAyUBGWNmAyUBGWtmAyU5kYt61OWBGVLP57rbzVick1axORaBXJait+UBKWJSYOoLBxa1vSbk1dLF8DhoFXFG1EkJ8ecoGwROiVB2SKfi4Ky8TiV+muNmAyUBGVLP54TlDVikkWH0b9rFchpKX5Tuj22iEkiRTmJ+MOwO+TFTquYnFp3DlIwZmlB2ZhqNrUGJSLSLCfeWsTkuV1EFW8BLWIykO3HgFTunKBkrzFZIteP115jco7MRLFmvdmU3PUx3DtIVe7cfdLEpJGSezZEjDTPD0NWUraKyak1KBGVenPCaHC+OZ17ag3K1nTuqXX7WsRkICcoW8RkAFHFWwLiwTwnKBGCPdffuGtMltCMnsxFUCIiJvP9WL5GZ0ruvvB8dJCq3Ln7golJIybXHRDVkA8HnxVZrWJyag3KFjEZyAlK59rTuafWoGyNNJtagxIRaZYTlIioWEgVbwEtYjKQE5QIwZ4TlNw1JktkoyeZa0yWmFqzFhExmTtN3DUmS+T628PDCKnKnbsvtIpJooWrddcSix1kxGQsLaCVrJcSlMA1sOLPj0yBjQUcQkye200FpVLUJEJMBi76MXCNyVhQQqMl436seadAyrhBpx/H1wdCSuawwjdGidpCORxiQYmMmIwFJUJMBmIZgl5jMj7GyHUmY7GDEJOBWFAixGQgFZStUZOB9AEcGTEQC0pkP477GzJaUktQEl2meCNTuS/7Ma7d+P6AkJI5rPCNMcWUdEAQCy1kxGQsKBFiMhALSvQak7G3QKbAxoISmQIbC0pkuv4TYQRqOpXqCDEZiAUlsh/HghIZLXkhKNH9OPoa2o+j/YT24+h8IaRkjprCN1OwbmfS4gsaz1vuoJPK7e4dVkwGtAWlwsOb33uVtfnGOw8Vk+d2g6DcgJgMuINO8ZvhXimNW70fK7Q56PRjv/cqYtIPMilpxXCuD0nxhdHrZKU8PwwqqdyvHXZQMRnQXOOOSKcAzs55qJgMvLQboWIyEAQlSkwGwgO4RirTwTuVfvxiHFTSuDUFJZHOGpPHfoxv924YVcTk4LxISloxnOtirvhCjCdM1GTK4eBVUrlfPHiomAxopXgHNNbmGwadtfn2g1NZR/QsjMBNh/6LFJOBw6jTjx8OXiWNW6tATkClHzulfrxzKmLSOVm0JOd+vInIyYBaxNILpcOgVd1TqV33wqkIOSIir7R2hNoyk0rrK3mllPTxjsjdK/VjrYOs9mdqnf3Vuv8YRi9oRSw9VyqSI6nWLEGrMvfDONCdUnj0SwoCmEhvLSStdjXXSr1X6hda8yet60OrqM5z5T84GMaaPCgVs7nf2FqRWkVDDge9dQq11ggdlMqfa4hJIr2U9P3O0cPG+rFWu1rHQev+o4HKk4BGemL44zJaEARptjlBqQhaUA4v3KldaLPnNGmPjmY4TW7gffgkJocHbJ8Y76DNXaI1V1AWk+ho6HDfQbcb7pXKwTPGFTE4nRS0EN2IFpTPQrtKglJLlGiCFpRBmqEFZZBbWsVQ0AQxiZZyGpG/gZ2SrNba43C97cF9IohJ9HqnB+/o4J2aDDeuD2R6YmA4dUC0IAiySEtQaolETdCC8uGUzowWlOHYDuibk3JxlRG8vpDmGpxq931lMYmOhg73nT244bCWLFqyOz9/Az6/4J/72reJN4CYdE+10ZoeOyXL/LPGu/HUOUI8dClGTT75GSACbci229xstg2HODaZB25IH85ETCKWKciJSUh6d+4zI6T1VBOtTU/0Vdcogqf+GNLaLlFefs/NU5OUbptuXQfn3v8tH/MVxRfmHrQQnWBKvrzUOGY9m2p31zYITMkyhEQa1aIxn95UESm9uWg+RARaTvBpReIhyEVMIqRqrk8hBFpOSiKmDVNXQGu/nvojwENju1N9FRGlmuuvc/PqJKW73w5vcDmf8S9881vEb0ZMuqfk037f1vaU1LlrlHNTVbDnqmNz0Io2y6WhIyLQHjI3DESKd076QqSfspiMQUjVXLsIuZx9VkYMsBOnqLVfT/XV1rT0qT+GPADy3bMFrmYORJLSPdmB1EMOrMgDkAXFJFF7BGVOTB7bbWp2Um42R1BOTGRa++9UKndrBOVUxGRzevfU25euRH+llO6JFkFpTDH1HKi5kP+tsaSYJGqPoJwSOK0RlFMSstcIyqlU7laZOiW7W8XZVLSkPSpjCNGSOSyC0pCgEUV5qywpJonaJVdOTBK1R1BORaM2y74FxSRRu0ydardVKk8+K9sACyFES+ZARVB2PxUuTdZbUrxLgsy9GOrTvEu7NLp6wbiwmAzUCsopMfnYblWzs1GX1YJyZtJVO4ecW2OyVlDOpXJXC8q5t9UKyjmDUtu9D664Ty1p2KX7i0oRLcNYgVK0YUuK91TUJNExxbs2zbskyO7HoTrNe2kxGagVlHOCrFZQzgm93gTl3BqTtYJyLgq3VlDOpXHXzp/GmffWVrWfu6Za0rtLEb7o9G7DWIOScGpJ8S6lwt4f6tO8S9GR41if5r20mAzUCsopMRmoFZRzx69aUC4sJgO1gnKu3VpBOXf4qgXlzBy21sk9HMqftSULu3R/Qad3oxGldRPVpXZfNCY4HpLXSlK8JWJMlOIt6ZySB6+VxOTFawVSak5MXrbLfqnstZJjJni4FvVfQfEbSYq3ZI1JUYq35F4lkdaSsUvyWkGflKRhS/7oIWlX4iByr81U6bYYkOvgotfnUrslz6uSTiFJg5akeJfE5JN2BSneEjEm+WxrickYSYq3RIxJUrwlIq+HFG9J8RutviORaJL1JSXDsWS+JenrEtEvSe+W9ElJX5f0ydycOlOle/1ObrRycaZrUrtjJJFBEtEkSfGWrNEnSfGWpG1LXruWmIyRyK45MXm5D4K5m+BGLZJ+K4nJGFFfF7Qrkcui52TJACuZ7gpeK+mTkixsyR89JOndks+WizbPVOleL607RSvNe7h3KtV02RGU0k1zH7g6EJNE/AhKiZg8tst7nXSdSnYEpfCv/ty+K63KzY2glBa/YUdQSu8EXDEofSjhdh+FFHO1e4gtbWEsiFaa9/PRqVTz5kZQSiP2uGKlBzFJxI+glEbscSMopbJx7QhKaVVu7ueTrlvKPR/SwjfcV0uHFm4EpUahqefjoFKRu5TGbRhItNK8Hx68SjVdbgSldD1JrmjrQUwS8SWXREwS8SMopRGnbNnXgZgk4stUabtcgScNOGVHUAr7L/dvFxoVubXuIaU0bi26jevUWnutJp3YKnkfQVfxfmxXpdl5Qak0uZKKSS5qVbk3WpFbglYatqV3G1tFqwKxJGoyYJW8j6CreAfQVbwDawlKqZhkt6t2nLZZkVsCunp3wNK7jS0Cr8B8oqaysVXyPoKu4h1AV/EOzPahTsTk2u1utSK3BK0s7F7Tu8V7lUktrOJqIyillARlJ1GTMSVBKY2avGx3+neI6t5ISv22RUyWoidbxGQxerKlW5ckYUdico4eIybTP86g7rtG/6SphbUPXtcaQSmlJFp6iZqMKQnKlkIsJUG5paizFjFZ+pwtYrJ0XlrEZOmdPYnJOXqMmEzvq5mUbuMKyaQWVnGtEZRSSoKyl6jJmJKglEZNxpQE5ZYkbotALEVPtrRbknktYrIYPdmRmJxts8OIyXT5C+l9d3VlmntuQ0RN5mRDc5XoqUI5rc/1C0ZQtojJQE5QtojJx3af/qxVTE5GTzb+lT/bbwERkzlBiYiYzArKXiMmc11ppvANh1yUI0JK5tq1NG6jF3KXIyJCLCcoa6ImL9qcKJTTGqG3ZARli5gM5ARla4VoorygbBWTS0ZPIiImc58XcT3kzk+vEZO51O6WYlKBXPQkQkrmoie3JNSN6yUnKBFRkznZ0Bp5NlUoR5rSnbKkfGsRk4GcoGwRk4GcoGw9NpN9SeH2h4hszAlKRLs5qddrxGQutXuu8A2HXJAjQkrmoieXTuNOqboloaN4tCbyGtFQREkUJWoT6YNt5ynfsaBEiMnHdh+/RkVMPhGUoMlU3G+RqdyxoOw+lTsVhqgbWtysQrQkkeL9AXQ/C3+ksajJ2yNE8aAevrSeMzQiKIkuoyhR8isVL1pRkyhiQYkQk4FYUKIEzxKCEpnKHX/u3lO501ZQexsLSi15rxEtSYTrt+H+alGTtwUqejKgEUFJhBEPOWJB2SomA6mEW1tuzBELSoSYDMSCEiVtnwjKTsVkIBaUvadyP4meBHWFWFBqREsS6d0fUNduiJ6sud+Kq3XHtFbuzjEqrdd3eJ1CyOtL2wqPQkRNpux+Tefhc3iBb1Nr/jQ+02n34b0U+uzdqBMxqbUulKAaNhe9Povf13e/XBSTfdsVg8vkxfOtH/u0cncrrdGNU7zPHv8E9t77B3ibRHoyDRE1mfKrSunuGu1qRbNprTH5OkGleC53g1eLmNRAYzmFX1Hqs68d8NfXZ/1IUUzaGLt9Jm8erZW7c2it4fa6l/DtvqQU/CAoaC4CETWZ8tq9kgBWaFdLgmsJxGd3+D673+lETGr12XuFR9jnL5T67AP+ueXVV7++9Gudat0az6Eaz3R+52m4x7frNCKvRlJZTMgpSB6ibRUE6TxQ5oJR6bg6rYhcjXYVIibd/aDyBxCV62s7l5axITQE0t3g6TUFMfdi1JEcGsdAQ0wSrV8VW8KW9lUrYhIYhBO16VQifTUiJl+Mg4pMRkYPGwaRjnnWEEi7naN7jXUodf72pxI1qZU6vlfLDcaznT3VKxKk0be81+lfGhGT9wdPg8Jj8cMBfwAYwY+TND2ZvPuLv0BNUOoUy0E2djzo7t7pSUo0A0Gj5kJaLFpQulGv4jW6v457gp+rICah/XXnj/9tgXh9SeD5KhYGqm3zwamJyXd/saVz3zozUT3VtBSSKIEUlPvTGPti3KlIyi2sWRfSYtHS715JIBHh93XnPPxxKIhJZB/YOa8iZ7WkZBCTufUna3mhIDvvR6cmJrXur8Y2eOtbX1UTlBqSEikog5O7f9CRlBoSyTlshFuQR2hBOR6IduA2g+hB99fd4ODnKojJAzJdftCpWK3RT+P1JZH99f6gUIDrMKqJybc2LJ8BOdWoZ6e0EE73glIb0Od/Ik80LnCQoNRaxzEG1V8vIvBA50olYjKRklpRtD2jJSZjEIW8jg2B2jGMhFSe9C4otUF9fq2oyRiNtTd7F5RxO6jHQY2IyfTzoiISe18XNUZLTMZsKTLX2A6oqyxdG7B3QakN6uOnUW0aKbgoQTlG0XIoQZlGoKE+frx/qHOlETGZSkmUS+t9XdQYLTEZg7quWiImA01rTgY+7Ose155seXYoTe5rJ/65ytKBpmIjE2vs+buGA1C64Co/f1FEVV7gpUIiLeKrJKOdwl/2avtqMS244fm8JCar+2qh/6uk5LesPTmVxt3QZElKDpV9qtTHm/6gEn1OZtTkdmauRonZHo5ae7I0ua+d+Ocq6QZe1yCC9hPtPht0Vhev/fwaYrJUSKRFqJak2b2CCKvd19K5aDnaJTFZe/5L76sVoSUp2RLpOHX+WyRoSUrW9qlSpCTqDwrMqEkbY7fP7AXz5mjtyZan4lKV7qFy5l+SPXf7+u45tat3SkEhteKjlG5b60BK6bYtxXHGQru1UYQlR1O7pyVp2iKoSn21VtSWoiVrIylL/aalQNRUv2pxdSUpWepvJUqRki37GvdVZtSkzpqTObyri0ybk49dRVEWJmPVad5zn08rzRtMrfBaY/14laCEys+xRMTkItSkX8Vp3Dkqz9MS0ZIpVX9E8WTRkoY6c/KlpyjKKTFJdNtp3kT1Ek2rInMJlTTnyvctETGJYE4U1ojEOI07R63wXCJaMsWiJw1NHNU9cpbEJFFfUZSlXd1amjea2gjKWlFUYi54TOOJpfY8LRExiWDu89WsPRmnceeo7adLREum1Oyr9x4SLRkDOfW5KJ+tFMvRSvPuYR1KVhSjsAeUoiYDUkHJOa9aKd5SWMVUhOeJIybF/ZQhJrtI71YoekO0jpisInOabK1JI2WptdF6EpRz9CAol46aDEgFDUdMaqV4S+F8NumjIEdMSs89Zz+lQngrRW+I1hGTKGytSSMmF+WzlWI5WmnePQhKjiiSyhROkRKpoOSISfQalLVw9kN6njhiUho5yhGT0vRurfUlNVhDTNaQk5Ita00GIGndgTi9+3Ij8++VRhxxXl9K6c7BSp0Vpq2y0ryl/YXx2cUihbEPHDFZsw8S6bxmereoyjOzP0sjJll9VNjvV0vvlopJRpNSKclJ7ZZeS6z+PPFZhGKyj6cdoxX2BdiS3i0VWpzXl1K6c3DSvEtRkzk00rw5n30tMRnDFWoSQbVmerekj3I/kTRikrMP0muJsw9SMcmJdtSQo1IpyelPUinZ8kcUoZi0MXb7sC/WOL1b2sBc5OST1zOsmjQajZPmLXVkGmneHKEojWDjiCepSOKmeEuiJrmSThKJxn2lRJBypa+0j3L2QRoxyXm9VExy0rul/YmzD1Ipyel7UinJ2c+p/ikUk8ukdU9NrG85irKHCEoWK6V4S8+jRgQlp3+KxCQR6xxdTSp3DQoRk1uOliSyiEljniUjfrYSRdlDBOVaaETvaURQagg/zqPDtaRy16ARMbnlaEkii5g0ykxNrG85irKHCEoOa6V4S9O5eZGLwuxD0HYv94HR5pWkctegETG55WhJIkzEZAAaORmYiqA8bnBiIw0dcuq90sjJQDE6raHgRzaKsrXfZD57k1CZ2B9p1GTM1P60COYlIyjFYjJmom+2iMnJ/tkgJheLnmyRkoVdrBWTU5GTKoWdCvtfKSa3YVCMOcQXX00EZYtUmXqvNHIyUIqglEZOxiwVRdlD1GTMlExtEVRLRlC29M2pT9giJqf2p2U/c/vTKiVz0ZMt57y0P7VicqoftUjJmj8eVIpJG2O3j/iinYqgLDUmjZy8eO+EWauVP6UIypbs4qWiKGvW/QtMKY0WmTQVQdmyzuRUBGXL2n1T72xJKZ+Svi1icmp/WsRk7r2tUjIXPdnSj0r7Uysmp/pgi5Sc2s9S36wUk8sVxJmjtmBOCXQU5XA/EUXZUomYNhJFuVAEZes5WyqCsklMEmXPz81GTLZGS2be7u4HeMQkPFrSCt4YGwcdSfjaOGSjKFvEJNHtRlHmpFlr5NxSEZStkYi5R4ktREz2GC2Zk50vxgEeMblktKRhIKktmFMCHUV5/+CzUZStyx5uIYpyqQjK1gI4OUHXWlQk99Fb17rM7dIWIiZ7jJbM9c37g4dHTKKjJTUK3syhIic5UUAaglJDUqJREZRokl7REjUZ0IjM0y6S0ywms222H4cn/fIWxGQGDSmpIiZnsHRuQ8oa6YkH71QkJRoNQalNS9RkQCPdWLtIjso+A8Rk2s+3UCF6C2nc96NbRUxaOrchgRMFpCEoNSQlGg1BiSaVQIgU3Noq3iW0i+RotI8Qk2nUqEYqN5otpHE/HEYVMTkHMp07oNYl1hCURI+CsjalO2UyirIBuKAc6Rw+AJMrihGUGuuFolAJkjl93p4jJlUrd4PFJDJaMgjoJdeWjDExadSy1oQ7iJvalO6UqSjKFtCCMhazGindKIJE06rQjEBlzcbTvz1HTIZzMnoHj5pEn29ktOTduU+u84d5E5NGDWsISqLHKEpUdNpUFGVbm9DmyPvHSLeWlO4YzQjK1qjJHKjINI0+GXat54jJ4OTivoQCLSaR0ZLD6VF3ybUlYzTEJJFyWjdXUKpEUYKFiIagdC8UJCWSAX8c0RGUfo+PoBz3+KhJtJh0I3UfMenuBxUxiWS4Xy+N28Sk0cqaghItGzQEpYakRHPfsuB2BrT8u3N+G22CxeToXfep3M8POxUxieRe4V7BxcSk0QJXUKpEUTKrOnPREJQakhKJc4/SCgU6gnI3OFZlaGmb6KhJtJj0vv9U7vsHHTGJZDysl8atJSaJFlhzcs0JOFKs+eEkFMFRj0gx4g4OurZd+KzIuZM7OPIKWXcoQamybztwXzztY/d9Ecj52gNOFuHLNgjWljQxaaDgTsB1IrZw7e2dp9cOA7126DeK8uAd9G+AQUwi5xH34wCVauHzotockn8R7JynB2DfDi0hxd/oHbQ9rWjJ3LqTtaCLKknuYSYmDQSaE/A5kIJyGHTWt0MKysNIhHSyQSwhoygfRn+OVkPgCRsp21KYqdQmKqKV6LEAFFL8eY8V0Wip/XA4/jdV/KoGdASvpDyC9n1xkdyftQWlhiiBtrfCOnfiJgE9JT4PGhKwR+LPieiHWzhuvV9vGks1SK45E5MGGslEXENQwqMoOxaURPgkBSKMoIyF1RbWSUQQf06EoNRJ1ew/jRvJvXcqYpKLiUkDydqCEh5F2bGgJMIKygDCCcVVu5GCsmdi2YkQlEg5F0BHTGqISSTjQUdMclniftjvwkRgehcmWxCUaNCirTV6Er4/NzJ4xfR+na0ZLWkYvdB7FCXRbQpKNOhK2K3tpWe09QxvQcDeophEonGvMoytYYKyP1oFpU8mD63Rk+ioSY0oTDS3KCaR9DqFXUxO9hAthI6ibBInmd7Q73sFYgAAIABJREFUIiiznwvc61qiJ6eOey+Ccikx2dL/lpCd6D7oGoQFUkyuHS0Z6OE+aFwnNdFCvUdR9iQoc+tNRrXoILTMBaakVa3Am/pcte1NncnaMzy1Hy3Rk8irYUqqtcjF3HtbrmGkmFw7WjJgUZOGBmtGTwbQUZQ9CcqcFBo9VlK2BO09TOxIraBMxWSgVlAuJSZboieRUZNThW9a5GLuvS3yEykm146WDCx1H3SMRS/hUvXDvu5tmT3BbmNOpEmrec+2dyc8TDMvlxaOmZVewuM7J4akFbfn9s+BLzonGCSXjpgU97259qR9b2574L7nhVV9Z6WkcMIyJyVFwpjxUXLXhpKU7P/PmgYH+Bj7rR/7FU9+xukskvXm5iSVtJr3fqa91+2wf9J+NsgGnbliOFLNM1cIRzopm5Ne0mI+c0db0t7csZGe2bm+N9eXUuY+ibTYzpxUk7Y3d26l60TOSUmpFJyTkpI/WHC2nfu0SlLSxtjtAx9f3/zmtzz5mVMolFJCKqPmiq7cgQue3AkDReakkvTwzokhqXSakpMBqTiakpOBg0AcLx0xKS3gMycl98I5+Ny5kxbamet7Uqc61/dGYeeb61uSgjicLftMX1eSkpNHdhU5SdSHoCTiiyJu1CBbFHFfxhRFLMEiOL6cqDWuoOTKnzUE5Vqp3Ox+x2hvLTnJPa9cOcmOlGROnDiRkhsWk0Q2cboWVMbYHgQlEV9ScoXSWpKSI+Mkz8ScKt1cQcmNxuMKRe4RRh4T7ja5kZvc/sQ5IhKZyJFr3Pa455V7zXIjJblykhMpuWExSWRj7DWgMr72ICiJ+GKKK5TWkpQcvyI5vJyoNa4jmhOTAa6gnBOTAY6gXCuVm9ufONGSEjnJOWdcOcl1elw5yY2U5MpJTn/asJgkKoyvN7Pm5BS9r5HH2ib3MzBvxNzPgKzibTyFKzq7X/+Us82e15bsdVEOw1AAvcZb72tRckBLPY6YJMJW8eay1lqaazxOcA8vVxKypR54nUcOPa8taetKGkYdva9FyYHrV7gflSuJFGqzzMIVk9cAN42be764Mhm9biSHnteW3OIUdrXIycBFBOUKkZMXry9Es4nbmotmk2aBF6LZxIJ1LgNcKIpKEZTSfVsyenLtAjjF/iZta8HoSek5nYucFIvJwiRGKiVnP4vwsMbXwgLrS9ps7jpQHWPjCEpph5mLyJKuP1iKopSm4i4ZQSlNiZ57XODKyUBpUiYVXXOfRXpUS+1JddjctqX9rdSnpNfCXLSjVK6V2pOe07nrVComS59FKiXn/jghPW7xJ11gfUkbY7eP6vgaR1CuETkZU4p6k6biLhlBKZVJc4dFKopKGoQbNRmYk0pSOVmKnly7AE6pT0nXl5yLnpSm4ZeiJ6X9be6jSPtbKXJSKiXnIielN784cnKB9SX7S+uO0RKUtZF9OWlU3daUNKo8qjlpVB39mXlbbQTblKCs3TekpMwJSqSYrG1rSk5WtwcUlMh+NiUnq6MlM5OZ2kjJyUJSNW0tKyaJbOJ0LaiPsS2CMpATILXFUXKSUionA0tISqmcDOQeG6RiMjA1R6qNwpsq8INqqzZOL7cPtf1sqk/VXgM5oVgb8Zdrq/ZcTsnJ2mjJbCGfys+Zk5O1x2xhMUlkY+w1oD6+aglKqZwM5CSTVE4GlpCUtZFuucNTG8E2pUKkcjKQk0y1UZM5QYkUk7VtTfWp2sI3OUFZW5AmJydr+9nUx6ntazk5WRspmZOTtTe8hcUkUe9p3VoTeWnRlvP7slWHK9u6d9CUVWjKLXDIzs230Cnz10bu+CxRkbsGdJX7axOTMVaR2+gNxEQ+JxRqpV1OWNRWWX7tMEBTvVsqeqdoV/JGpgevlc6dgnwozfUp5FMJdvkDZB8erk5MxlhFbqMntCbyh1oxlnlfbZXl+4OHpnq3VPRO0a7kXSsmc1xjOneuT6ErcqNApno/HK5PTMYsVZG7RBdykiia0Hdy/bqDgwsZWFsbEpTVbSEjG5O/1PUQNandFpJer4PhHri2ZOOiHOGPFyYmjV4JE/qWWz5ybbj70UHXo7xVQVlLbTQipy3kgyVyP29FTKK49w62tmTrvSP0AhOTRo+ECX2uoMQajKOHrkd5q4KylgE4n9sl0as9RE1m27oRMYliPODWlmxdVzLct3oQk0QdyUmiPif2SElpglLYloKg7FUmmpjk05OUjOnx/mUYMaiJfa+S0gSlDA1BaWJSRo9isicpGWNi0uiZXib2MUhJaYJShoagNDEpo0cx2ZOUjOnp/tXFmpM5PuyVt82/iAFSlo3Ka/rVtgOTp0DhOSBFLOgidg84CYiUieMzYL8C9VFkvyLgX5qGF/0J/vd80WpS0tZNuA5WGWP/62gdyhbmCoVIeC/g+pGotSifDYfq9PWUA/CB5DlQxKJE1ME7mJx0QDF5pxglWsvdMMLEZO2SCDmeA2Upqo9+5npS0sbY7bPK+PqWL/oiSDu1607m2O9xbaHWorzb4wRSbep6DqSILRW1kbaDEopIMbkHrktaKmQjbQfVr6CC8wEZzYzZsVe//ush7VTQd0GcKWCC0hHsEcMP5SrLIhyoLdBnQ8pJdyByqJS9kQgyHwCdNj8Qrj/tPE6YDkQE7JvNQIsauep1X5+0dXCwvrCimCSyidO1sNoYixKU+8GTA32Mu8FXF8dJ2TlfrBDObwdz87kfB1jk4/2Ii0g7eAeJ7vSg/UGKyYF0U9jXBCkl78cBFuF78I4eQM9/K4pJIhtjr4HVLliUoBycg0X0Dc7BIvoG5yAyqbZYT8rDAZdZ8HDArRM5jkQM1zILKqJwcA7nDRxWoKPkJAJs1KWH3YkOoy9W/Jawopgk2qqcDLRKyovnt8ZrKAQ+oKVic3uAewNKTsaRjhBBebpBNM8JAKfsHPgC+FjxOW8VlOf96kF2A6Uk0WO/bPUDF5GgjYdpZSkZsInTdbD6GNsqKfeRAGyVlEEmIgRlLJJaJSVCUIZIudZn+TgNHiEoQ2Ro6ydEyEm0mAygpGIPchIpJYke+2Xr+Y8jjFvl5MpSMmBj7PZZ/YJtlZRxymyrpAxtIQRlvF+tUgkhKEPabev4GqfvIgRliOhsFZQIH3U+ZwhnELWBEpQ9yEmklCQ6iUmi5jtRXCCrVU6uLCUDfVfrnuPdLwNFQKsDDKIMsRZltC/N7bV+LuQalhG+NWolukmAn8fFXGTkNX4sWPQtJfvV2idb3n4gfLSkhphspBMxaRgwkCLANz71BvH24F2zhIllSevalq0p2XEKL3KNrKFRlsXHaO0HQi0xiQSV4l8D4pqIuR8HFTHZSidi0jAgIEVAq6AKUgOx7l0sSA5jm9RpTcmOhSJ0DcrG55n4cznkgpYVXKwL2eoMlD4KWgxKt42OltQQk610IiaLrP0sygYuKFHZr+iq3sC2eqFZUMZtrXR4sIV+lMTkmihJyea2wNeniUnjWkELylZJGcALmT7G2J4E5UVbsJZkbEFMromWlGzl4J2JScOYAS0oUSm+yOIcROvKpZieBOVFWysJSmTBmpUdqwpqUrKRw+hvTkwSbSStO6Umzbv47CS80EpCqEo8FbaPbi/7cvBak8XfSyeGhRuGeC5TcSiL8k/ab2bOpTS1u7hv0n5T0wWU0rezvxMOHEUhWdEPOpWSV/iIcJN0N8bWpHnvC3+EkqZ6l1Kwa9K9S6m4Nene0hTvkgiSZkPNyVVpmndJLEmf12vSupeUkltbe1IrfTuH9FyX+k1NSnenUtLG2O3T3fhak+ZdkktSWVRqqybdu9ReTZquNMW7VEVZOr7OVWSWpnmXIkKlad41QrooJaWuYOb1W1t7Ui19O4fw3JWEZE1Kd6dScttrTk4hkZSzz3hAQUkklIqMbaPbO78UnM7NqawtEpQzNw/R/EDYk2ejEgUfg3P+JHKSFTGp1GeWlJJEYDFJJOoHnUrJgE2croNux1iJpCzJSSKsoCSSSUqOSJJISomc5ESoSZ7pOZGfEkE5F/Umuf1K5eTS0ZJooaglKJeUkkRYMUkkk5OdSsmAjbHbp9vxVSIp5yLfkIKSSCYpOVF5EtkkkZNzMpFINr5y2pMIyrl0dYmglDqp2fMicQWM1yLl5LE9aHNnFpWSRFAxSSSTk51KycC215ycotdUbyJhOilju+j2rgXv8KnefugoXToDfN+4x09xTUlIe5bCbRhQek31JpKle3PSTiVrUrauP5mCTEFDMxD+QdE5DxWT14LmmpIILIXbMHD0mupNJEv35sgSyXp+retPPmmv46HGOQdP9R6cg6ZxXwuqa0oCuNUU7hybjpyMmYuiFD1PcSIZhc97rMhHZCQeoy2NIjicyMnza+cmgtKIublDzDgF4jnnXJCeIHqREzkp3j9Ev1s4UvLJ6xn9QCQlZw7JhqSkPX1cB5sYY+eiKOciJ2M4UZTSdGtOJKUk0m1u+5zoSakY4gQeSNbMnIuglIqmuU/MiZxES0nJEdaIdES0uXSkZArnUUvSV+YiJzckJW2M3T6bGF/noiglsonzUqm84kRSStqci4rjRE9yohwv2mTsnqTNuQhKqWSd8zEc+SyWknPBlYLm0JGTxzbb21g8UjKF8XKJlJz7Y8CGpOR1Rk7GzEVRitN/59wfOtVUyGyU2ArDsURMEmEL5RC1R1CiIxKl64VKjx+E0jEDR0oS4cWkOFryesSkYSzKnFCQpHJyoiilhWvwgqccSYmOnuQgPSbIQjlE7Q+Ma4pJonUrbedAR0oS4cWkNFryisSkYSzGnFCQpHJyoiil69Yhi+YQzUexoaMnOUhlJ7JQDlF7sRx0tKS0OWTUHwJ0pCQRXkxKoyWvSEwWuZrIyZipKMqmZ8DMe1vnJll51bCPkzIs0+Yaa01OvnfqYbbhppKdA00cnqbzOLHrLRW5cxGUTfso6Wcry8gn78/0gSbRP3FaNiol+5ppG7VsboydiqKURE+m5KIpa4rVxOSiKVsi3ab2JxdF2ZJOmwtAaKkyPhVB2SLrcsPzVOSkRgp305C44tqTa8vIlNx5bOkXU3Jyo1LSxtjts7nxdSqKskU+5d7aKrNy0ZQtbU5FyeWiKKUi8aK9zC62tDcVQdkiWHNuZkrXNJ3Hibe2NLnm2pOry8iUzNtbJO6UnNyolLzOgjhzpJIS8kyYtAEXlIB9nGtz7XTuyTbSh9rGm8yT+UKmJzcHv6T9oUFKPraRfI8I0JnrZwpRm2gxCYk+Tg7DRqVkwCZO18Fmx9hUUrbIyUAqKdGCEiGm0n1K5SRinb/0+b5FTgZSSdkaSZgO0Tk5uXa0ZI410rvRUpIILyYRkaWpnNyolAzYGLt9Nju+ppISERmXNoEWlIh9TGVUKidbROK5zWQ3EW2mkrI1+jP1Mzld03y8Uz8AuOOtkd6NlpJEeDGJiCxN5eRGpWTgNuVkIEhK6LPhqS1kZtdZbAH3M9dmr3KSKBKUwBvNec4Q9WRoRl7oCwAxeWwn+hq1n/G+hdPfoZC8aOvUB6BLIpwOw8alZMAmTtfB5sfYICkRcjIQJGWrnIwJohIpp8L+xYISVYQkfsZHyEmiR0GJTHEOnzyWk71FS8YsJSd7FJIx4bwh+0KQkxuXkgEbY7fP5sfXICmRabuhKWSbQVQi2wxSKhaUCJFIdDm+otoMghKZlh48TaxroCncp6ZQTS4lJ7sUkjGnppDp7kFOblxKBm5bThIpCUoiIqe0ViF4P0ObPYvJizY19nPUqcLt9/hLxO8U9jX0qw2cLzfi12m9MjFJZBOna+EqxlgNQUl0lJRIQUl0lJRoQXU3eNq5ESqPiI4TKJSYjEHvJ9FRcvUsJWM0BWXvUpLoKCbRa3BemZgksjH2GriK8VVDUBIdhRS6zWGHb3M3HAUlSiIGBodvk0hn/cVx9CpVuJ3CAKspKLuXkkREHt8HrkxMEpmcvOT1X1+u7C1mUJCeRETOsyo4r8k5WATcS9zooNGTagwKhX1ON2D4uQdPxjQEMtGpyA343L/nLVcjJGNs4nQdXN0Y+/Y3fDm0vZ2CTCQ6Sq+7AXuzQe9nkFLo4jYaclJryNYqPYQ+V+ge+uAdqwK6FA0x+aZ3fjW0vU6wMXb7XN34+vLLL0PbGwZ8cReio/RCSyq0m9MqvDN6z6quLUKjJzv8MdWIytXgMCqcIzpGuqL71SuvvIJtsA9MTuaASsro6RmbPn4K5+5UUl5IJGBPuVh/skdJGZ9voJyMoyWh5xw4CdOJvo3SAYHn+0qlZKDvkd/gcrVjLFJSxiIJKZXCLRcpKZH7F0tEpKA0OYk9T8iLOEReIsVkfG6QYvJKpWTAxtjtc7XjK1JSxmnTSFEZovKQkhLpvDTlZAAmwJA9OV7qDZkhHrXVq5wMEY1IMRm7NGSfulIpGTA5WQIiKTNPz5gCPJmKXR2JyiciCdRb0MVxoCTnGiUn0zRu2HkGTMA0oySf/Axwrq9cSgb6HPkNKVc/xiIkZU4kIeRSTnwhRCVKfKUSESUoTU7izhGilVwqOEJOoqtxB65cSgZsjN0+Vz++IiRlriI2QlLmUoYRohLlvZaQk0QgEYbqyQpFcHLt9CQncynWiHOSc2iIPnXlUjJgcpJDk6QsPD03PwdOPECvLSknJVJjj3kiJmPWlJSlc9woKKfWl2w+x42TryWl5Pl3Def4RqRkoJ+R32jhZsbYFklZEkmtkmnq1t4qKVv3a0ogtgpKDTFJpDs89yooWy/eqfUpW8Vk6Vy0yMkbkZIBG2O3z82Mry2SMicnA62ScmpNw1ZJ2eq+lhKTMU1CrLUnF45Xc9HvifevLSin1n1sFZMld9bSr25ESgZMTkqolpQzT89Nz5ozD9BriMpZiVTZc4pykmgdQTl3bivl5FzRm6bzWjnp0hKSRPNFbmrF5I1JyYBNnK6DmxtjayXlnEhqEU1z8qtWVLbs05xErJWUJicfaTk/te+cK5jTIibnzkGtmLwxKRmwMXb73Nz4WispS4KSqE1SzhVdqRWVLe5rDTlJ1CDGWnryzHGqPY5z71tDTs4VomkRk3POrLZP3ZiUDJicrEUsKgVP0OJnRMFDtLasZEukit4zKycDS0hK5vmskZPcatzicymcbK0pIy9eKzyfNyokY2zidB3c9BgrFZUSmSQVTxIBJpWV0n3hCsQaQWly8hLpuZEecUn1bqmYlBxzqZi8USEZY2Ps9rnp8VUqKucEZYxUVkqqQktlpdSBaYlJonk5GRBLspqezDwuNQ6R+x5tQSmpii095gxHdkbap25USMaYnGyFLSkrnqBFz4sVExG0qKyKbmPuNltMxmgMMjXnkSkouVLy4j3cc8jsH5pCkkgmJc/vYZ5Hk5JnbOJ0HdgYS3xJWRPpJnlPjQTjikruftTIQ66k1BKTRPp/L+xBUHJ7kkRIntsWvKfmWHPlpEnJMzbGbh8bX4kvKSVyMiCRlBJBGeCKSq4D60FMxrDfImlaUTbWuEa0oJQIyYDk1EikZIDbr0xKnjE5iYIlKRueoFnPjpVpSAhJ2VysZGbXq+RkADHgtJy7GTlZIyUv3j93/hj9opcoySfvZZw7k5JPsInTdWBjbARHUrak4nLeW3ur5kjKue23ysM5SWlycpq5c8PpdTVSkognJluOL0dMmpR8go2x28fG1wiOpKwRlAGOqKwRlEQ8STnnwDTFJFGdnAzMvpXTdMMda+7YtfpFhKCskZJEPDFZIyQDnH5lUvIJJifRFCUl6Al68lkSUGGyVlQiKimXelSTnAzU7CPgnJXkZKuYJJo5Z4U+0auQvGincM5MSk5iE6frwMbYDCVJiaqyPNUOYggvicrS/iPkYUlQmpycpnReSj2uVkhetD/RBuqYluSkSclJbIzdPja+ZihJyhY5GTMlKmvlZExJVJYcWM9yMjDZRKlpwJ2qdNwQgY+1crJWSMZMHdMWIRlT6lcmJScxOanNE1mp8BR98WwJmpxdtD8jLCFi8mKDafvg50DO/oLPUyooEVLyor30HCX9oMd07dk2k/NkMpKNTZyuAxtjGaSyEiUop9rUEGGpsEw/A1ocppJSU0wSdbUMdDXpOUl7GUJEpsRiUuMYpmLSZCQbG2O3j42vDFJZiRKUMbGsRAjKlFRYpi5sC2Iy5klzuebBd6j0mKGXi5wTlAgRmRIfR5SMjEn7lclINiYnl+QsKpWeos/PmQqTs4vtRCIMLiYvNhS2ofgcGO+/4uwmyEm0lLzYRjgvzqvLyICGlCR67FcmJKuwidN1YGOskCAqNQRl3K62CLsbxvO2NMXhsMA2iK5DThI9nn9POjIyJohJrWMXxKQJySpsjN0+Nr4KCaJSQ1ASPUpKDUEZsxvcWa5pi0kivJyM8Z4ee7LiXSkcL80aNrGg1JCRMeGUaEhJosd+ZUKyCpOTa/D6tworfVfgHalLykUez0an/jGWwA9eVUwuhRupopy8nJ/+QpOSDdjE6Tq4gjvfOvz3H/8n1bexc371tQ4RSCs117CEnCRaRlBqfxbv3SLH6w/88NcssJWrxcbY7WPjayVf8iWySt81OOdURRiRfrVoIl0xGVhgE0SkJ6VjtD+L93pCMuZrv9akZAMmJ9dGU1Rqp3s/tq3XNEVRk1uUlHE691bl5EV0rOJE1oQkDJs4XQcbvOP1h6ao1E73zm0HjclJHqpJIsrp2wETkjBsjN0+Nr4C0BSVLpKHS0XsoTE5yUPzM2inbwdMSMIwOdkTGqIyO+/QmOho3Nsz6dxbEpS5QjhbEZTZdH2FSawJSRVs4nQdbOhutw00RGVOHGrc5jUE5RJikmg5OUmkc+w19j9X6EZjOyYkVbAxdvvY+ApGQ1S6jDjUcIkagnIJMUm0nJwk0hGUGvufa1NDTJqQVMHkZM8gZeXsHAQ58UHd4xlrTfYkK0tVuR9fs8COCJldNxQ4gTUZuQg2cboOOrq7XSdIWTknD5G3fpSoNDk5DXKfpypua2zLZOQi2Bi7fWx8VQYpK3OS8vL3sE3BRKXJyWmQ+zzXFlJKmoxcBJOTWwEhKkXzkNbJT+u9XVAEpwdByRGTj69V3BEGoiJGgMmrCcnFsYnTddDBne12QIhKiTRsHQZaBeVSYpJoWTlJ1H5sW/d3TkYit0VkQnIFbIzdPja+LghCVM4JysvXtm2rVVAuJSaJlpWTRO2CsnV/Je9HiEkTkotjcnKr1MjKprlI7USoZpsN1bmXFJUSIfn0vcAdmaGponpFpzEZuTo2cboObIxdkRpZ2SIMa4eEmm0uKSaJlpeTRHXHs3Y/JTISsU2TkatjY+z2sfF1RWpkpUROPn1v3ftqJOWSYpJoeTlJVCcoa/ez5fPVyEmTkatjcvJakMhKyLxEOiGSbLNBTp43p7m4boOUfGwDsCMTNMnIgKCTmIzsDps4XQc2xnaERFYi0q6lQ4RkmyYnL5HuX4uMrNmmycjusDF2+9j42hESWdkiKR/bkL1eIilNTl4i3T/E55FISZOR3WFy8popCUvVuUlpklTaLkBKTm625S8vABk53Xbd+yACcopC5zARuQls4nQd2BjbOSVhqVlhuzRslLa7tJQMrCEnA6VjVdovhICs2a6JyE1gY+z2sfG1c0rCEiEop9ue/l1JUi4tJQMrbZaIypKytF+61bmnGzcRuQlMTt4SOVm52FwlnTDltqsoJ0u7kkNTSF5uZ/41qiIyJtMZTEZuEps4XQc2xm6MnKzUlJQx6VCS267JySPp/miKyNJ2iUxGbhQbY7ePja8bIycrNSXl5XYuv89JSpOTR9L9WWr/ct7KZOQmMTl563zon8ZVBBfj/GMXXEhMTu3GUjIyRywoFxORGX76C75wvY0bSGzidB3YGHsFvOMTvmy1bQ/0KCnXEpNE68pJokdBOdJyIjLHG01EXgs2xm4fG1+vgC/90i9ebdvOPUrKtcQk0bpykuhRUHq/7r78qT/1dett3EBictK4ZFVZuRY9lPteAZORV4tNnK6D27wxXTlry8o1WFNOmow0FLAxdvvY+HqFrC0r12BtObkWJiOvFpOTxjxXLyxvQE6aiLwpbOJ0HVz/jckgonWE5ZKicmk5uYaQNBF5U9gYu31sfL0R1hCWS4rKW5CTJiJvCpOTBoZNC8yNy0kTj0aCTZyug23fmAwo2gJTU1Zqy0ltGWni0UiwMXb72PhqnNEWmJqycuty0sSjkWBy0liGruVl53LS5KMhxCZO10HfNyajK9DyEikr0XISLSNNPhpCbIzdPja+GmzQ8hIpK3uXkyYfDSEmJ41+WE1grignTTwaCtjE6TqwMdaA0iIwW2Rlq5xskZEmHg0FbIzdPja+GlBaBGaLrLQiNMaVYXLS2DYQoQmSkyYajU6widN1YGOssTocoTknLjlykiMgTTQanWBj7Pax8dVYHY7QnBOXKDlpotHohCY5aRiGYRiGYRiGYRiGYRiGAWfJQo6GYRiGYRiGYRiGYRiGYRhnTE4ahmEYhmEYhmEYhmEYhrEKJicNwzAMwzAMwzAMwzAMw1gFk5OGYRiGYRiGYRiGYRiGYayCyUnDMAzDMAzDMAzDMAzDMFbB5KRhGIZhGIZhGIZhGIZhGKtgctIwDMMwDMMwDMMwDMMwjFUwOWkYhmEYhmEYhmEYhmEYxiqYnDQMwzAMwzAMwzAMwzAMYxVMThqGYRiGYRiGYRiGYRiGsQr7tXfgFvgA94H+hXtBLvzAnf9H5FzmZ+nXpy+yX+df79PXTLTlL36evu64fz778+j9hTZK7w3M7sPpez/z+4s2Ge1dfu9nfn9u+fy9S34fHanzaT3+Kn2Pv3iNy3zvzu897tvj9z5q+/jz+P3nry9+7s/bvWgn/Mw9fh+//9y+88l7iIaL10W/c0SO3MX+h+/ir9/1Y8+/x3v/KWQYhtGAc0Pm5h3uOeGm+3hHOt+NnLv4Sfq7p3et9OvwnSOXvP/yNfmtZPcqHfbpcfdJ2inuAAAgAElEQVQvf+YKv3v8wiU/m/5ddD/PtHd+bWZcy/8u4J98ptw4ed6HdL/c5X4d33N5ul30BndqI9mJ+HQnO/P0w7qnO5Z5Xfy9m3hd1PfSg+SS36fvvfhQE+9xTz78+d93vevv2vhqGAYE997/tKfxRfju9M/E6PLk54/fhrHk8h6fGacyY8nU+FIa/57shXuyV5fjAlH0zMB57dMXpT+73L7L/Ozpdo4vvfypdFtP9jWzkafv91XtxWP1xfvSzxbG6FK70T5cnktfbCueFz/dv7jNaPsubjOZW7uoreS4EDl614/9io2xipicXIAX9Jw+cf8p5AZH5AaiwZHb7Y5XzzAQ7QZyp5/TMBz/c6eH0l34eoi+Pv7cO3eMfT21c/4++toPw/kh1g9EfnDnh2C/c8fXuePPfRg1htNr4/ddtHF8nXehvfB1/uf05Hd0HqH8EMnJ8H3ynvTn59/R6WdP3uMn2niUhH7wlyPlEN7jyZ3aIPf4rwv/DqeblvM0DP7888Edvz7+R7QbxouvB4q+Pr1ucJ527vj94DztT687f+189P3h/PXd+euR7txIw6mNnfO0dwfa0fH7O3c4tT8evz69Z0fj4+/I0517oJ3zp58fvx5opJ0b6Y6Or9uF15324Rkdjtskf/qdp4GIdo7ojhztnKOBHN3RcPp6OH7vjrec3Qf+1AdoXGuGYdwanpx7RkTDaWKxP46ntKPh/PVxjA3fH7++O/5LAw3Dnhztjr+jgXan3znaHb8+3cEGuqPB7U7f72jn9zTQ8fs97Wnww+nrHTk/nO97O9rR8TeOdm44DtvkaO+G4/BNjpwj2jtHzrnTvfT4s8Edvz4Nqefvw3C/Gx4fA3an1ztyp9eF7/356/S1x235x/bCeHbe1vHefv763J6P2vO0P7/HX7xuP3hyp3Hj+BnH07Y87YZ4LHz82rnT74bj98Nwes9wGneHx7F22I3khtOj1c4TncZotz/+zJ2eEcL3NBC53XHH3eCI9u70c3d6NnOPX++H89e0Pzbm4u+H0+930df73eN73BB9PxDtoq/3u8dnvfj7YSC/e/ya9rvTh3v83ofv9/vHn0fv2e9+t42vhmFgGJ8TffDvOd1Qd4831vimOuzodFO9fN1xAnW69xO95I5j0Y5Ot8swjpx+707f705T1fN48ziVPf/ORe8Nf9uJpryPP0++Lr/OXbzOXbzOPWkv/CHzsT1Hw2l++qS9i7bd6fZ/+hPn4M7bcafngOw+PfkcLvraX34+F+179DmOn8k//vz8On95XC7a809fdzo3x69P7YWxP/r+fK7C687tRb+7eN3pWYDoPPaf2xvGaN/Hxz4Q5tzJ747PEo9fH98/nrd5fN3p++Fw2o+RhuFw/NeNp+/HqJMMNPzGH7QxVhFL6zYMwzAMwzAMwzAMwzAMYxVMThqGYRiGYRiGYRiGYRiGsQomJw3DMAzDMAzDMAzDMAzDWAWTk4ZhGIZhGIZhGIZhGIZhrILJScMwDMMwDMMwDMMwDMMwVsHkpGEYhmEYhmEYhmEYhmEYq+C892vvw9XjnPtbRPTa2vthGB3xOu/9R669E4ZhbBsbX7vnNxDRPyaiF+B235+IfoXs3Oew8dUwDAg2xhrGE2yMVWS/9g7cCK9579+w9k4gcc69LxH9JBF9kvf+PWvvDxGRc+6PE9Ff8t7/TEMbf4SIfsh7/7ejn72diP6G9/5ta+/LteCce+fa+2AYxlVwdeMrEufcxxDRj9BxDPsdmd9/HxH9nPf+swHb+iYi+jXv/Z84ff/BRPQeIvoo7/0vI7fpnPszRETe+3+/ba+vDxtfDcMAcnVjrM1h19mXa8HGWF0srduo5UvpeOM639Sdc9/nnPsv1tiZ0yToG4joYgJUsT9vIKI/nvzsK4noTzrnft3Etr/JOfcfL7QvhmEYhsHljxHRf0NEH+ec+/DM7z+GiN7VuhHnnCOiTyOi74h+/BlE9NdiMQnc5ncQ0Rsb2zAMwzBuD5vDPm7H5rBGV5icNMQ4596biD6XiP5s8ivIJKeS3CSoZn+eTHi89z9ORD9NRP9m+mLBhAyyL4ZhGIbBwTn3XkT0rxPRNxLRdxLR5yS/fz0R/XrCjNsfT0SvI6Lvj372RrocG5Hb/CtE9D7OuY9rbMcwDMO4EWwO+4jNYY0eMTm5DN+89g6A+VQiGonoB8IPwJOcGi4mQQ3781coP+F5BxF9Vub1sxMyhX25Bq7tmjAMYx3sXjLNm+gY/fD9RPTnieiznXN30e8/jo5j+Y8CtvUZRPSd3vsHIiLn3K8non+JjmNnDGSb3vt7Ivqu03aNS+yaMAwDxbXdT2wO+4jNYeu4tmuiK0xOLoD3/to68e8konf5y2pKyEmOiIlJUNX+FCY8P0REn3CKRInhTMjQ+7J5rvCaMAxjBexeUuRziei/Oo3V30nHdcY/Pfr9xxHR3/Xe/39TDTjn3uGc+1Hn3Nz49UYi+vbo+99PRD/hvf/Z5HXIbX4HXeH42IpdE4ZhoLjC+4nNYR+xOWwFV3hNdIXJSaOG30xEv5D8bHbCoUhuEtSyP7kJz88T0R0R/TPJzzkTMvS+GIZhGMYkzrkPo+Mk41uIiLz3L4jo7XQUloGPo5loCO/9p3vvP9p7/9Ez2/pQIvqe6MefSkR/KfNyyDZPfBcRfYRz7p+deZ1hGIZhENkcNsbmsEZ3mJw0angvInot+dnshKOEc+5rnHN+5r/fNfH23CSoZX9yE55fO/17/quTYEKG3hfDMAzDKPG5RPS/ee9/IvrZnyeif/W04D1RYR0p59wHOOd+5vT17hTJuJvY1mcQ0fd6738l+tnPENGHZF6b3aZwe4HfTES/SkT/18zrDMMwDIPI5rBhn20Oa3SJyUkAzrl/0Tn3N5xzv+ac+wfOubdlQqdz73uTc+4vOOd+9vTe/90597XOufdZYr8b+EdE9L7Jz1onOd9ARB8+898PTezPz9DTSVDL/uQmPO93+vcfRj/jTsjQ+9IlzrkPds693Tn3j51z/49z7r/jDEjOuTc4577ZOfeTzrlfdc79fefctzjnfssS+20YRr/c4PjajHNuT0R/mI4yMuavE9HPEdEfPd1f34+IfiTXhvf+H51+T977AxH9AyKauien0Rd0+v5TT/sS9mtym8Ltxdv9Hu99OtG8SmyMNQwDzQ2OsTaHPWJz2AgbX/thP/8So4Rz7rcT0f9Ex788/H46Pky/SkQfRET/2szb30xEf5+IvpSOE4aPIaL/kIh+t3Puk7z3o9Jut/I3ieiPhG84kxzn3HnS4ZwLk453x6+h44BRw7cT0fc45/be+wfA/uQmPB9JRD/vvf8/o5+9kYj+3Ar70h3uWP3u+4joOR0nxZ6IvoaI/rJz7rcng1/KZxLRRxDRf0JEP0HHa+fLieidzrmP9t7/H6o7bxhGl9zo+Irg9xHRbySiH3fOfWTyu79KRP82Ef3k6fv75DUH7/3fOX39S8659yeiXySiD6bMGO2c+w1E9Il0LL4T88N0nJR8MhF97+lnYWH8qW3Obi/hjXQcN64eG2MNw0Bzo2OszWEfX2dzWLLxtTdMTrbzlXS8Kf/B0+Kv5Jx7QUR/zjn3ivc+e0Gf+DTvffxXjL/qnPtFOt4sfhcdL5Qe+R4iesU59/7e+/+b5iccRPJJh4R0EtS6P7kJz+8kou8O3wgmZBr70iN/jI7pAf+89/7dRETOuR8jop8ion+XiN5WeO8ryXVAzrkfIKK/d2r3K1T22DCM3rnF8RXB55z+/e7Ca/7E6d8fSH7+t4jot52+/gUi+kAi+kNE9Ne997+caefTiOiHk0kPee+9c+4ddBzDUjk5tU3O9oiIyDn3m4joo4jof5h6zZVhY6xhGGhucYy1OazNYVNsfO0IS+tuwDl3R0SfQkTfFm7qJ76NiF7Q8aKcJO3MJ3749O8HQXZSAe/9j9MxPP0zTz+KJxw/Hv33bdHbwqTj82hm0lGxP56OlcXC8a7en9yExzn3OiL6A0T0n0Xvn5yQae5Lx3w6Ef1guKkTEXnv/x4dP7f4OjgtxvwPqePrwDAMPW51fEVwKijjZv77FyZ+/tuipn6eiD6LiP4tIvpC59wz59x/5Jz7BufcK6fX5FK6A99BUXVw7/2XzGzzYntERBPbpFO73++9/8XW47URbIw1DAPGrY6xNoclIpvDptj42hEmJ9t4PRG9jo5/9T9zCl9+DxH91oo2P/n0798pvmp9vpKIPt85t2NMOIgykw4w50lQ4/7kJjyfQ0T/q/f+B6OfsSZkCvvSKx9ByXVw4ieo4jpwzn04Ef1T1P91YBiGDrc8vvbCL9BxHHrjKa3p8+h4Tn6ZiP7J02t+gIi+deL930dE7+ucm6u6PbU9mtgmUXkMvkZsjDUMA8ktj7E2h7U5bIyNrx1had1thAVmfynzu1+Mfs/COfdBRPRVRPQ/e+/f2bhvqnjvv9s5941E9JuI6GcZbwmTjt/jy2s31HKeBHnvf7Rhf3I37Hsi+g+Sn7EmZAr70ivvR9PXQbrwdBF3LKDwTXT8q9Ofbd81wzA2yM2Or73gvf/3kh99FBF9Xhxl473/+sL7XxDRr2vYXnabp9f+Xm67V4KNsYZhILnZMdbmsDaHTbDxtSNMTjJxzjkiSqtzudO/PvcWYfv/BB3/WvFARH9UvIMr4L1nryMxMelA7gtiEpSd8HjvvznzM+0J2RYnX83XwYk/Q0SfRES/z3ufGywMw7gibHzdDH+RiP5z59zPE9Ff9N7/tSvdZq/YGGsYhhgbY59ic9jl96VzbHztBJOTfD6ZiP5y8rMQ6pv769L70jEceJbTehDvoONirJ/svf+52p00jJX4JZq+Dtg3Z+fc1xLRv0NEf9h7/z+C9s0wjL6x8XUDeO+/nRaOhFhjm51iY6xhGLXYGGsY09j42hEmJ/m8i4g+PvnZe+hYdv4j4h+ebtQfSkT/7VyjpwWJ/wIRfQIR/SunhXoNY2v8BCXXwYnfSkR/m9OAc+7LiOiLiejzvff/JXDfDMPoGxtfDaOMjbGGYdRiY6xhTGPja0dYQRwm3vv/13v/zuS/F0T03UT0h05rDATeREQv0fEvSZM45wYi+hYi+pfpuAD8D5Zebxgd8w4i+kTn3IeGHzjnPoSIfgfNXAen134+EX0NEX2Z9/4/VdpHwzA6xMZXw5jFxljDMKqwMdYwitj42hHO+1yKvcHlVIXyfyGi7yKibySiDyGiV4noe733fzB63WcT0f/P3ptHyZbc9Z3fyMza6y29Sy1Bd4OE1GYxlj0cwGaQWWyW8Zixxzp4FsxmsD0eGJBHYMBYyBaYzWYZLGAYDBoGJBjGnDEeD+OxLbDAx/YgQAhaam3dWrrVy+v3aq/KLeaPzF9VZFTce38R8YvMm1m/zznvvO56WXFvZWXeuPHJ7y9+Pw3g8621vz792psw6UT5RgC/6g39EY3GK8uCMWYHwO8BOAHwHZjs3fH3AFwD8GnW2sPp4x7C5NPaN1hr3zD92pcD+HkAv4ZJBz2XfWst61MrRVFWC51fFWWCzrGKokijc6yi6PzaNjQ5mcm0k9WfBfBiAP8cwHcDeDOAv+I9tIPJZsTu5qpfPP372zGZHNw/X1vurBVFlmmHts8D8DiA/xWTT1M/iEn3tkPnobQpt3vt+aLp178Il98H/7j4ySuK0kp0flWUCTrHKooijc6xiqLza9vQ5KSiKIqiKIqiKIqiKIqiKAtBk5OKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiwElZOKoiiKoiiKoiiKoiiKoiyE3qJPQFEURVEUZdkxxrwawKsD//RD1to78z0bRVEURVEURVkeNDmpKIqiKIqSz6sB/N3An5vzOLgx5seMMdYY84nzOJ537M8yxvyaMWbPGHNojPm3xpgvjfj+TWPMPzLGvN0Y87Qx5swY85Qx5l8bY/6CMcZIHTf3XBVFURRFURR5VE4qc0MXTs3H1UWToijKcmKtfb211gT+PDGnU/hjAA4AfGBOxwMAGGO+AMBvAPhMAL8A4CcBPALgV40xX8kcZhfA1wMYAPhnAH4QwD8H8EcA/DKAH5U4rtC5KoqiKFcMXcfqOlYpj7HWLvoclCuCMea3AHwKgBt2ji+86WLkXwA4xmQxcgzgNQBeAuCrrLU/wxjjXgAfAvDvAbwXwPMA7gPw5wA8AODHrLV/M+e4EuepKIqiXD2MMR0A+wB+x1r7OXM87hqAxwG8CMBnWGt/f/r1ewH8DoDrAB6x1r7QME4HQM9a2/e+vovJvPtHALzcWvu+1ONKnauiKIpy9dB1rK5jlfKonFTmgi6c6o+riyZFUZTlxBjzJwG8HcCbrbV/xfn6KwA8BuDHrbV/o+Dx3wTgrwX+aQxgx1p7WvDYX4TJYuSnrLV/1fu3bwTwQwD+mrX2JzKO8Q8BfBOAL7LW/lrqcSXP1RjzGgDfAOCVAHYAPIvJXP0D1tq3p/6siqIoSvvQdayuY5X5oGXdVwBjzJ+cxtB/1vv6K4wxY2PMPy58/DcBGGFyA/+npudijTEjY8xmyWMD+HwADwP4ObpQAoC19nkAP4DJxfIvNQ1irR37F/Tp1w8B/Nr0f92Yf+xxRc6TMMa8Zhrdf94Yc2KMedIY8yvGmD/FHUNRFEVh8dHp3y9xv2itfQ+A3wTwF2IGM8a8bTpHvpr5Lb8J4J9O//v/APBd0z+vKykmp3zu9O9/Gfi3X/MeE830HuHzMLmHeCzzuCLnaoz57wC8FZNF2FsA/DCAX8ekrP7VTd+vKIqi8Fj0GnZ6LF3HNh9X17GKCNqt+2pQuXAyxtDCiZ3qMMa8DZMb+D9trX0b41t+E5PI+H+BycKJLloHLVo4JaU6BBZOP+H8t8h5ThdO/xOA92OycDoE8OD0+1+NScJHURRFkeEpABbeHDvlDzBZzNxvrX22xMGttT9njHkZJnPs91lr/33d440xr48cv+7xL5/+/b7Av70fk+flZdxjGWO2AbwOgAFwP4AvAfDxAL7NWvuhzONKnevXYHJf9WnW2mPn3A2AuxjfryiKovAQXcMCuo510XWs0jZUTl4NdOHU/oWT5HnqwklRFGVOWGv7xpjnAby05mFbEUN+BYBtTPaH4vLpmJRx/37TAzHpIB7D62v+7fr0733/H6y1A2PMCYAbEcfaxuz5DQD8LQD/UOC4kufaBzD0xrAAtGRNURRFjoWuYQFdxzKPq+tYRQSVk1cAXTgBaP/CSfo8deGkKIoyPz4K4NONMdette51/HMB7AH4CHcgb4HA5dMBPO7eyNeMH+zKmQiNJbKB+bQEzBhjupjcs3w5gDcC+CxjzGusteOM40qd61sB/AMA7zLGvBWTku5/Z609yhxXURRFcSiwhgV0HavrWKW16J6TV4ePAtg1xlz3vp60cLLWvpuzCHKIWjjF/GkYTnzhND1mD5O9Nf4OJgunX5puNpx6XMnzfCuARzBZOP09Y8wXGGN2BMZVFEVRwlwqPTPGfBkmDVN+3lo7KnVgY8xNAA8B+N1Sx6hhb/r3pUXHdIP8LecxbKy1I2vtk9ba7wXw7QD+IoCvyjyu1Ll+H4CvB3AE4DswKWN73hjzT4wxmupQFEWRpXENa4xZN8Z81BgzU+JtjHmjMeZjxpiPp6/pOlbXsUp70eTk1eGjmFxYX4LppxrOwulNc1o4vaXUMWootnAC8CSA7zXGDDHZ7PerAPwviceVPM/vA3AbwF/HZOH0HQBOjTFvAfDN1trbzHEURVEUHiQnXwrgMWPM/ZjsmXQbwBsKH/vTp3+z5KRwydl7p3+/DMA7vH/7REwWLKEyrxhoD6v/FBdzbMpxRc51mt74SQA/aYx5AJMF8lcD+EoAdwP4801jKIqiKGw4a9iRMeaHALzWGPMT1tqRMea/BfBNmOwtmVKRgOmxdB3bfFxdxyoiqJy8OrAWTsaYT8LkAvV5AA4A/DSA75jejKeiC6fm44qdpy6cFEVR5s55ctIYs47Jpvn3A/hSa+3H6EGF5thPm/79TubjJUvOfh3AtwL4QgC/6P3bn53+/RuRx/N5cPq3W+KVclzxc7XWPgPgF40x/zuAdwP4YmNMz1o7bPhWRVEUhQf3w78fB/BtAP6SMebDmKyFvrJpj0gGuo5tPq6uYxURVE5eHRoXTsaYT8Hk5v2NAL4Zkw1yfw7AewC8OePYunBqPm6R89SFk6IoylygOfZhAL8E4DMB/FfW2vPOldw5dlp+tg3gQ8yys3unfx9wTlR4z8l/BeAJAP+1MeaHrbXvAgBjzL0AXotJyuWX3G8wxrxyeh7vdr72KQCesta+4D32LkyeLwD4v3OOm/g9lzDG/BkA/8qrONkGsIvJPlnj4DcqiqIoKbA+/LPWHhhj3gTgOzGZF7/bWvtWgePrOrb5uLqOVUQweR/WK8uCMeZrAPwUgO8C8McAfCkmC6dfdB7zdgBvtdb+qPO17wdwj7X2q52vRS2cjDFvwGRPi8+x1r5d6EdiMY2SPw7gAQCf4S1G3oFJ/PwTrLW3nO+JXTj9vwBeBeA11tpfSjluynnW/MyXFk7GmN3p+NcBXHeaCiiKoiiZGGO+CMC/AHCGyQe/X2Gt/XnvMdw59m2YJAX+tLX2bYxjfxmAfwrgMQC/gokg+2fW2t/O/LFYGGO+EMD/BeAYwC9M/34NJiV4X2Wt/Rnv8RaYlaTTpMnrAPwbTATiISby9ksBXMNkD6q/7CZMY4+b+j2BMe5Mz+/tmJTFbU/P8xEAf99a+3eaxlAURVF4cNawzmM/CZMP/H7ZWvtfVoyn69iLr+s6VmkVKievCE0LJ2PMyzF50x9jdjPbdQA/Y639Ouexb4MunMQXThKLpuk4unBSFEWZI8aYT8UkVXGKyVzwK96/F5tjp9/znQC+BpP5ogvg86y1/yb154nFGPPZmKQ/PnN6/N8F8D3W2l8NPDY0x/4JTJrMfDYmP8MOJl053wHgZ621wb2+Yo6b8z3e9/91AF+CSZrmAUwSl+8G8GNCKR1FURRlCufDv+njepisoz4HwG9Zaz+/Yry3Qdexuo5VWonKySsCY+H0FzHZB+sLA9/+gvtJiy6cyi2cchdN0zF04aQoitIiYuZYRVEURVEmNK1hncf9OIAvAPCXAfw7AJ9lrf2Pgce9DbqO1XWs0kpUTioAAGPMfw7gZwHcp/s4KIqiKIocOscqiqIoShmMMa/FpKvzZ1pr32OM+QUAa1Wl3YqitBOVkwoAwBhzHyadtn4ZwA9isqH7JwN4xFr7A4s8N0VRFEVZZnSOVRRFURR5jDF/HpOy5C+x1v7r6dc+HcBvA3jUWvv4Is9PURQ+nUWfgNIOrLXPAfhzAB4F8B8A/BaA/wGTTYUVRVEURUlE51hFURRFkcUY8yoA/xuAv0liEgCstb8L4F9iss+ioihLgiYnFUVRFEVRFEVRFEVRFEVZCJqcVBRFURRFURRFURRFURRlIaicVBRFURRFURRFURRFURRlIfQYj9G6b2XhPPQz35s/yMA0P8Y2P+bJr/sf889FUfJhvKCVJUDnWGXhnH7zf9P4mI3/5P7afx/fOmocY/8/nDQ+5q43v7nxMYoyB3SOXX50flUWzpt+6FsbH3NtZ1T776dnzXmyvaPmx7z2W76n8TGKMgcq51fOnpN6YVdEERGNKXDkZB0McVmFCk2lALpwWg10jlVE4YjGKpoEZB0cOVkHR1xWoUJTKYDOscuPzq+KKBzRWEWTgKyDIyfr4IjLKlRoKgVQOanMh4WJRw65ctInQ1aGUIGpRKILp9VA51iFTY54DJEjI31y5aRPjqwMoQJTiUTn2OVH51eFTY54DJEjI31y5aRPjqwMoQJTiUTlpCJDq+VjE9Jy0kdYVvqovFQ8dOG0Gugcq5wjLR99JGWkj7Sc9JGWlT4qLxUPnWOXH51flXOk5aOPpIz0kZaTPtKy0kflpeKhclKJY6klZBWl5aRLYVHpotLyyqILp9VA59grSGkJ6VJSSLqUlpMupUWli0rLK4vOscuPzq9XkNIS0qWkkHQpLSddSotKF5WWVxaVk8osKykfm5innPSZo6z0UXm5sujCaTXQOXYFmad89JmXjPSZp5z0maes9FF5ubLoHLv86Py6gsxTPvrMS0b6zFNO+sxTVvqovFxZVE5edRYqIy2A8fQ12F3gy6nfAczijt856U7+wwLjrfHCzkNl5cqgC6fVQOfYFWCRMhIA1v/4fQAA01ngZWFnE+MP3VrY4YcfOQYAPPk713HfAwcLOw+VlSuDzrHLj86vK8AiZSQA7G5PhKRZ8BVhkYLy6HTyw985MNjdXthpqKxcHVROXiUe+icBETmvC6r/ahkHDjwvQTn0jh06lznJynMx6eIdem7CMvAjP/n1KiyXEF04rQY6xy4Z7//iv3Hpay95dH8BZ3IhJV3mJihf6h379mUhOC9ZSWLS5cnfuT7z//MSlu/+4OXk6mf92x+Yy7EVUXSOXX50fl0yvu97/valr13bWsyvkaSky7wE5Xpvdk3YH14Wk/OSlSQmXe4czH5tXsJyP1Cg8V1vUGG5hKicXGWCMpIoeRGte2WERCBRUk76QtKl7pyAoqIyKCeJmsMWFZY1x1VZuRTowmk10Dm25YRkJNEmKUkUlZO+kHQJyEmXkqIyJCcJX1K6lBSWIUlJqKxcCnSOXX50fm05IRlJtElKEhVK79IAACAASURBVCXlpC8kXUJy0qWkqAzJScKXlC4lhWVIUhIqK5cClZOrQq2I9JG4gMb+9psEoIuEpKyTkT4x5waIyMpaKekTeTgRcRlxTBWWrUMXTquBzrEtok5E+ixCTNZJSR8RSVknI30a5KSPhKysk5I+dZIyhIS4rBOUPiosW4fOscuPzq8tok5E+ixCTNZJSR8JSVknI32a5KSPhKysk5I+dZIyhIS4rBOUPiosW4fKyWUlSkYSORfM1N92rPgD8uRkjJQkUs4RyJKUUXKSSDxclqxMOKbKyoWjC6fVQOfYBRIjI4m2S0kiS07GSEkiUk4SOZIyRk4SsZKSyJGVMZKSUFm5cHSOXX50fl0gMTKSaLuUJHLkZIyUJGLlJJEjKWPkJBErKYkcWRkjKQmVlQtH5eSykCQjfWKuC7m/3VThR8QIyhQh6ZJ7rkCUqEwSky6Zv5soWSnwLldZOXd04bQa6Bw7R1JkpM885WSKlHSJEpQpQtIlUU66xIjKFDHpkiopiRhZmSInfVRWzh2dY5cfnV/nSIqM9JmnnEyRki4xgjJFSLqkykmXGFGZIiZdUiUlESMrU+Skj8rKuaNyss2ICEmi6Vog+duUkH0AT1DmiklA7nwZgjJbTBKCv69GWSl4LBWVc0EXTquBzrGFkRCSxDKJSYIlKHPFJCAiJwGeoMwVk0SuoHRpkpUSgpJQUTkXdI5dfnR+LYyEkCSWSUwSHEGZKyYBGTkJ8ARlrpgkcgWlS5OslBCUhIrKuaByso2ISkmg+tcs/RuUknxElZyUEJIu0ucNVIpKMTlJCP8OK0Wl8HFUUhZFF06rgc6xhZCUksD8xKSUlCQq5aSEkHQRkpMuVaJSSk4SkpISqBaVkoISUElZGJ1jlx+dXwshKSWB+YlJKSlJVMlJCSHpIiUnXapEpZScJCQlJVAtKiUFJaCSsjAqJxeNuIh0cX+9JX9bJeQe4QpKaSlJlDx/R1KKi0mXgr/fGWFZ8DgqLMXQhdNqoHOsANIi0mVZpaTLjKCUlpJEATlJuJJSWky6SEtKF1dYSktKFxWWYugcu/zo/CqAtIh0WVYp6eIKSmkpSZSQk4QrKaXFpIu0pHRxhaW0pHRRYSmGyslFUFRIEgblf0MlpR7RteWkJDGPn8PYsnKSKPw7H2+N5/LOV1GZhS6cVgOdYxMpKSSJeYjJklKSMB1TTkoSBeUkMf7QraJykigpKYGJqCwpKAkVlVnoHLv86PyaSEkhScxDTJaUkoQx5aQkUVJOEqdnnaJykigpKYGJqCwpKAkVlVmonJwnD/3MVEou+zM36MAMJq8du1nuomtOJxdcu1HwGP0OMB3erpf7xXQPpz9Lr9gh0D2+eD+PCk/sZvqcjbYL/W6mP8qTX6eSMgFdOK0Gyz5TzJ3/8zO+HQDwyffcLjJ+fzj5gOmRTy0zPjE8NNj6tMnH/eaujFaVDZj7bkz+Y2uj2DGwtQkcnUz+e++w2GHsU5PfyeCJcsc4+tDk9/97TzyAl1wrdxwA+M2P3QsAeOX1MiupP9zfBQB8ze+9vsj4K47OscuPzq+R/N3vnEjJna0y45N2uL5d9lczGAFbG5NjbK4XXF9OrxKl5eRoGrAZFQzaHB5P1rBng3LHODiajL13OMLudtkwzwv7AwDAzWtrRcY/PpmI7+///u8rMv6Ko3KyNOdCkljGZ20w+6mM8S5O0oKSpOT5+MJy0vS9T5kCw0uLSpKT5+MLS0pXTIYoISuN87wVkZTej6Siko0unFaDZZwt5g4JSaKEmCQpCZQRk8PD2bcsiUlCWlCeS8nzAwrLya3N2f8nOekiLCpJThLSkpLEJPF7Tzww8/8lZCUJSqCMpCRBSaioZKNz7PKj8ysDEpJECTHp6oYSYnLgBSRJTBLSgtLfa3JecrLpazmQnCSkJSWJSWLvcPaXVkJWkqAEykhKEpSEiko2KieluSQjXZbhGRtUx8N9KekiISh9KTkzvoCgvCQliZqhJSSlLyZnxheQlE1isgoJYWkqnjsxWVnzo6msrEQXTqvBMswYc8eXkS5SYtKVkS4SYtIXkS6+lHSREJSXpOTMwQUEpS8liZCcJAQkpS8mXSQkpS8mXXxJ6SIhLF1B6SIlK31B6aKyshKdY5cfnV8D+DLSRUpMVukFCTHpi0gXX0q6SAjKuu7cJQVlnYiUkJS+mHSRkJS+mHTxJaWLhLB0BaWLlKz0BaWLyspKVE5KUSslibY+YzVCkqgTk0C+nKwTk0CenKyUkgRj6BxJWScngXxBmSonXVJFZZWcnBk7R1QyfjSVlJfQhdNq0NYZYyHUSUkiR05WCUmXVDlZJySJOjEJ5MvJWjEJ5MnJKilJ1MlJIkNS1slJIF9Q1slJoF5QEqmiskpOuuSIyjo5SaikvITOscuPzq8OdVKSyJGTzUohXU7WCUmiTkwC+XKyTkwCi5OTMY+pok5OAvmCsk5OAvWCkkgVlVVy0iVHVNbJSUIl5SVUTubCkpJAO58thpQEmsUkkSIom6Tk+dgJcrJRShIRQ6dIyiY5eT52gqSUEJMuKZKSIyjPx08RlcwfUSXlObpwWg3aOGvMHY6UBNLEJEdIEilikiMlgWYxSaQIykYpeX4SCXKySUoSHDlJJEjKJjlJpEjKJjFJcAQlkCYpOYKSSBGVHEEJqKR00Dl2+dH5FTwpCaSJSY6QJFLEJEdKAs1ikkgRlE1Skli0nEx5LNEkJ4kUSdkkJgmOoATSJCVHUBIpopIjKAGVlA4qJ1NhS0miLc8WU0gSXDFJcAUlV0rOjM0UlGwpSSTMGVxJyRWTM2MzJaW0mPSJEZUxghKIlJSRP6ZKSl04rQhtmTUWAldKEjFyMkZKAnFikiskCa6YJLiCki0lZ06GKSi5UpKIkZMEU1JyxaQLV1JyxSTBFZREjKiMEZRAnKTkyklCJaXOsSvAlZ5fuVKSiJGTMVISiBOTXCFJcMUkwRWUXCnpUkpQpghH7vdwxaQLV1JyxSTBFZREjKiMEZRAnKTkyklCJaXKyWiipSSw+GcqUkgSsWIS4MnJFDEJ8ORktJgEkuQkwBOUKXIS4AnK0nLShSMqYwXl+dgcUZnwo15hSakLp9Vg0TPHQoiVkgBPTMYKSYIjJmOFJBErJgGenEwSkwBPTsaKSSBNTgIsQZkiJwGeoIyVk0C8oCQ4ojJWUBIcURkrKIErLSl1jl1+ruT8GislAZ6YjBWSBEdMxgpJIlZMAjw5mSImgXbJSe73pchJgCcoY+UkEC8oCY6ojBWUBEdUxgpK4EpLSpWTHJKEJLGIZylRRhIpUtKlSlCmSsnzcWvkZJKUJDLnizpJmSonz8eukJTzFJMhqmRlqqA8H7dOVGb8yFdMVOrCaTW4MnNsipAk6sRkqpAkqsRkqowkUqSkS5WgTJaSRJ2cTJGSRKqcJGokZaqcJKokZYqYdEmVlESVrEwVlESdqEwRlMQVE5U6xy4/V2Z+TRGSRJ2YTBWSRJWYTJWRRIqUdKkSlKlSkmibnOR8f6qcJKokZYqYdEmVlESVrEwVlESdqEwRlMQVE5UqJ+vIkpLEPJ+lTCkJ5ItJwheUuWLyfFxPUGZJSUJovvAlZa6YPB/XE5SLFpMuIUmZKyiBCkkp8GNfEUnZnheIksPKz7E5UpIIyclcKQmExWSulATyxSThC8psMUn4gjJHShK5cpLwJGWumCR8QZkrJolcQQmEJWWuoATCkjJHThJXRFLqHLv8rPz8miMliZCczJWSQFhM5kpJIF9MEr6gzBWTRAlBKdGROzROrpgkfEGZKyaJXEEJhCVlrqAEwpIyR04SV0RSqpwMISIlidLPkoCQJKTEJDArJ6XEJDArJ0XEJCAmJ4FZQSklJ4FZQdkmOelColJCTp6P6UpKwR97xSVlO18gSiwrO8dKSEnClZMSUpIgOSkhJAkpMQnMykkxMQnMykkJMQnIyUlgRlBKyUlgVlBKyUlARlASJCol5CThSkoJOUmsuKTUOXb5Wdn5VUJKEq6clJCSBMlJCSFJSIlJYFZOSolJoN1y0h9LSk4Cs4JSSk4CMoKSIFEpIScJV1JKyElixSWlykkXUSkJlH2GBKUkICsmgQs5KSkmgYmcFJOSRIGkvV23onISuBCUbZWTxGjLigrK83G3x+JLghWVlO1+gShcVm6OlZSSwERMSgpJ4pFPvS0qJQFZMQlcyElRMQlM5KSUlCQk5SSxdygqJ4ELQSkpJwFZQQlMJKWkoCReef1IVFACKyspdY5dflZufpWUksBETEoKSeL6thWVkoCsmAQu5KSkmATaLyfdMSXlJHAhKCXlJCArKIGJpJQUlMTNa2uighJYWUmpcvLhn/seAIAdCsu+7lh8TGkhCQCdkw66ZwbDHdkLZu+gg+G1AoaqwC1h96iD0Zb8uXb68ie7dtjBiNkpnEvv2AAGGEZ05+ZgLDDalB1z3ON3bWczvVl48qu/RXbcxaELp9VgJebY73/0DQCAV1w7Ex33eNjFH43o0M3hsL+OR1/xrOyYt9Zx85E+1h4WlpPrXZiH7xcdEwBwt7DsBICTU2As/3K2j31YfMz+4wc4/hijI10Ezzx3De94/i48uCX7Hvj153bw0LbsYuf397r45Buyc+zjB5N71+/9wHeKjrtAdI5dflZifn3d614HANjalP1Axdq4Dt0cBgPg+q7s0358arDWA64Lr2H7A4Mbu8IGFWXkZH/YQbcj/3LeO5T/4Hf/uIN+X3bMw5Mx9g8H2NmSnbdf2O9jd1t2zOOTIW5eWxcd8/Rs8jr90R/5QdFxF8jVlpMlxKTpjsXHLCUlAaB7dvEakBKUvYOL85USlL1pClFSeHaPLj+vkpKSznksJBPXnCSmlKDsuSnM6X9KSkozHUpSUo6nc4WopFwtQakLp9Vg6efYEmLyeJqUlBSTh/3JzaKkmDy8NRnz5iMXd+JSgtKsXywaxATleHo9vfcumfGAyWoUAIbOIk9QUtqPPDf5j4NTkfH6jx+c/7eUoHzmuWvn//2O5yfPraSk/PXndgBAVFL+/t7k9SUpKVdMUOocu/ws/fxaQkzS0l9STNI0ICkmj08nb8E15zItJSj7TiWhlKAcDCdj7mzKXacHU8/gPquSkvLwZPK6Ggmd8r6TxJQSlIcnF7/z/cPJC01SUr6wPzlRSUl5fDIEAFFJuWKC8mrKSZKShIRIJCkpNmZBIUm4YhKQkZOumARkZGLvUHbMkJT0yZWU/jlLCMo1b0wJQdnzS8S9/5UQlcYbIldUjr05QkRSep9mLrmk1IXTarC0cyxJSUJCTh575du5cpKEJCEhJklIEq6YBGTkpCsmASE5OfauobmCcuCVRA0Dq5tMSXkuJgkBQenKSUBGULpyErgQlISEqCRBSeSKSpKThISkfNy7N1xySalz7PKztPMrSUlCQk76S/5cOelPARJikoQkseZdniXkZN/b4kxCTpKYJHIF5cDzC6FnNldSkpgkJATlvlcmLiEoXTkJXAhKQkJUkqAkckUlyUlCQlKSnCSWXFJeLTnpS0kiRyT6UjJ3PADiYtKXkoQvJ4E8QemLSSBPJPqCT2JMjpgkcgRl1bnnSEpfTgJ5gvKSmAQqLwk5ktKXk4C8oAQyJWVFqcWSSkpdOK0GSzfH+lKSyJGTvpQE5MUkkCcnfSlJ+HISyBOUvpgEMuWkLyWJHDnpr0qBsJwEsgTlJTlJZEhKX04CeYLSF5PAZTlJ5EhKX04C8oISyJOUvpwkllRS6hy7/Czd/OpLSSJHToaW+tJiEsiTk76UJHw5CeQJSl9MAnly0peSRI6c9MUkUP1CzhGUvpwkciSlLyeBPEHpi0ngspwkciSlLycBeUEJ5ElKX04SSyopK+dX+djegqkSk6mY7jgoJrMYdETFZOekEyUmcwiJybqvL4IYMQkA3YrnbhGExCQAdKX3tayYy3onBr0TuWN1Tw26FTccqZizDsyZ7O/soZ8WbpKlKCtKlZhM5XjYDYrJHA7760ExmTzerfUoMZlDSEwCgH1Cdo/MLEKr0jo67XE8ITEJANsvuryIyOFV94bF+lMnG3jqZCP4byk8edzFk8ey758/2OvgD/Zk59hv+QTZ64airCJVYjIVa+Wb3QwG8VNAHcenJkpM5hASk0CZfRdTCYnJOko0ykklJCYBYF12+0Vc310Lfv3oZIijgBBM5fB4iMNj2XuDOwd93DmQvW/877/htaLjLZqVSU42ScmYlCNHRkanJueUkiQ4UjI2PckRkDFpx6rUYcpYQLyUDBGbomz6GWISlFVi0iU2QRlMTfo0PCQmTRlKT/rEpilD6UmfqDRlw0bVS5SibM8diZLDUsyxTVIyJjXJkZGxqUmOjIxJTVbJSIIjJWPTk1VicuYxMQnKqsQkEZucbFqRViUnXSJTlJXJSSIiQVklJl1iE5Sh1KRPVYqSiElThtKTPrFpylB60icmTVmVniSWKEWpc+zysxTza5OUjElNcmRkbGqSIyNjUpNVMpLgSMnY9GSVmHSJSVBWJSaJ2ORkk5TkPLuxKcqq5CQRk6CsEpMusQnKUGry0nErUpRETJoylJ70iU1ThtKTPjFpyqr0JLFEKcrVLevmJiW5MpGbkmTLyTlLSYKbmOQKSm4ykiMUm4Re7HiAjJgkuIIy5ufgSEqOnAT4gpIlJgH27TdXUnIEJcCXlBw5CUQISmYXvSWQlLpwWg1aPcdyk5JcOclNSXLlJDchyRWTTVKS4CYmuYKSIyYBppxskpIuXEHJWZ1y5CTAFpSNYtKFISk5chLgC0qOmASa5STBlZQcQQnwJSVHTgJ8QdkkJ4klkJQ6xy4/rZ5fuUlJrpzkpiS5cpKbkOSKySYpSXATk1xByRGTAE9ONklJF66g5KQluS9krqBsEpMuHEnJkZMAX1ByxCTQLCcJrqTkCEqALyk5chLgC8omOUksgaRczbJuyRJu8fLtOZZu+8yrlLsNdI86omISmJR5t6nU22deJd4+3JJvyzw96ZJv6XJvLfVWrjqSJdzS5dsxpdscMVlXuu0zr1LuViBdwwdMyrxbVOrtM68Sbx9uyffn3nfEGk+65Fu63FtLvZWrjGQJt3T5dsxlnyMm60q3feZVyt0GBsNOdBl3E6OxaVWpt8+8Srx9uCXfd1/nnaB0ybd0ufcyl3ovZXIyRUrWJR1jpWRtanJBSUmXWDlZl56MFZNNSceYtGHTeNJSMkRdijL2Z2lKT3KTk0RdgpKdmiQS5rG6JCU3PelSl6TkpieJ2hQlMznp0tIUZXvvPpQYWjfHpkjJuuRkrJSsS02m7CVZJye5QtIlVk7WpSdjxWRjcjImNQnUJydjpSQ3OelSk6KMSk4CjelJbnKSqEtQclOTBDc96VKXpOSmJ13qkpTc9CRRl6LkJiddWpqi1Dl2+Wnd/JoiJeuSk7FSsi41mfI5VJ2c5ApJl1g5WZeejBWTTcnJmNQkUJ+cjJWSKS/kuhRlTHISaE5PcpOTRF2CkpuaPD82Mz3pUpek5KYnXeqSlNz0JFGXouQmJ11amqJcjbLu1KRklUxMTUoGxxNOSaaQk5gMCcrUxGRIKMaKvLqx5iElfUKSMvVnCknKWDFJhARltJh0SfzWkKhMEZRAWFLGykmiUlImCEqgdZJSF06rQWvm2NSkZJWYTE1KhuRkaoObkJhMEZJAXmIyJChTE5NBQRkrJYmQnExNSqbISSIgKaPlJBGQlLFikggJylgx6ZIiKYGwqEwRlEBYUsbKSaJKUqYISqB1klLn2OWnNfNralKySkymJiVDcjL1kh8SkylCEshLTIYEZWpiMiQoY6UkEZKTqUnJnBdySFLGykkiJCljxSQREpSxYnLmPBIkJRAWlSmCEghLylg5SVRJyhRBCbROUi5/WXdrS7gLlG+3AclS7lSJF2IRYhKQ7ejdESzLFi/xTqStHb611FtReLS1hLtE5+02IFrKnSomQ0iXcHORLPO+tik2lHSJdypt7fCtpd6K0kxbS7hLdN5uA5Kl3KliMjzWYtawkmXeXcFbF+kS71Ta2uH7qpZ6t8OENSAtJnM4T00ucE/JELn7TPYc6dcmMemey6LE5Pnxnd9P7s9VSlBmpSaBrI/m/D0puXtPVuFKyk7mdV4FpaJUIy0mc6DUpISUdFOTMXtKhsjdZ3LwxPH5f7dKTD7vpFQXJSYJR1AmpyaJQoIyJzUJ8PefDOHvScnde7IKV1J+6o2M1CugglJRKpAWkzlQalJCSrqpyZg9JUPk7jO576wP2yQmj04v5vpFiUnCFZSpqUmilKDMSU0C/P0nQ/h7UnL3nqzClZTbER3DQ1w1Qdnqsm4pKWmHHbGkpB22Lykp1QBnuDMWE5PDa2OxxOTw2njhYtJltCX3s43XbXJJt89o3ebLSUJgmOGWTS7t9hlt2uTSbh+7MU4u6/ZZcJl3Oz6iVnJZ2BwrJSVfce1MLCn5R++5LZaUfPQVz4okJaUa4Kw9vC0mJs3D98slJu+9S0ZM5pR1u4xtvpwkDk6TS7p9jj/Wy5aTRGp5t8uDW2fJpd0+D22Pkku7fT75xji5rNtnwWXeOscuPwubX6Wk5NZmVywpubMl9xnU9V0rkpSUaoBzfWcsJiZv7I7EEpM7myMRMSn1Qu52bLacJEaj9JJun34/X04SqeXdLjtbveTSbp/d7V5yabfPzWvryWXdPgsu816+su42pSUJSTGZm5QsQZsSky5tEpOAlnhz6Z3IlWd3T012epLQFKWitCstSUiKyY+7905rSriJViUmXRadmPTREm8WT51s4OW7Muf05HE3Oz1JaIpSueq0KS1JSIrJXq89JdxEmxKTs2O1aw2rJd48jk6G2FiT+d0dHg+z05PEVUhRti45+YlveSNGQm/k3toIw77MO8eOOkA//7w69AmDwLVhfXoDWNflmD3WnckJ9a8LjLU3Hetm/lhrB9OxbuSP1TsyGO7IjAPIPO9rh5OxxgIX5d60anAkMFZ3eu0bCWxzReXd443852u0YTFOT+3PYHfkFpq97SHe/+XfLjYek3bdGSqpzHWO/doHX49X3BC64RoCj16TeR+djAw+5eZh9jiHg8kN4KMvfj57rJPTycXmxY/mlc8CwPBw8mveftX17LHs0eQC3Xn0weyxcDRtHvPgvflj7R3Wt4Ll8rEXAAC2n//aGr1vMtZoL1+8PfP4JKV4fJY/yf7urUlysqZZOZt37k1e81sCt7vv3RvhgW2Z++aPHA7xyHWZBdmt0zF+6qnXi4wVgc6xy89c59dv+MbXYnNDzthIjTUaW2yt57+cTweTp3N3K3+s4+nUc2M3e6jzse4WWMOeTKsR7xH4sOZsGhq5tp3/YeLZwGB9TeLnk5OlVE4/Evis9M7B5GcbC0yKe1OBZ0z+6/TgePI6WF/LH+usb7G1ITOtjC2wLXR9MAb4kR+ee4pyOZKTn/iWN4qM01sbobcm8wmwHXUmYlKAjlD0GbgQkyJj3ZG7/yIxKQGJSQlIKNLfEkilAgGgI/dByLlYFBkr3IQ3iY7Q9gOdweRP25C6filKKb72wdeLjHM4nPyR4GRkcDKSuTaQmJSAxKQEJCYlIDEpwtHlrtbJ7E3F8tGJ2JBmXe732b0hJwy2N+R+B5Ih0ROhqvpnjkd45lhmsA/uD/HBfZmLhdT1S1FK8A3f2L4U0mhsMZL4BAQXYlKCY8GpR3KsE6F1CnAhJkXGmqZCJdOhknQFbVJHcFJkBPDY9IVe/ydnFidnMmMdn41wLFTi3abrV2vkJC3sc1KTbZWSgIrJWEqIyar/z0EFZRxSghJol6QcHk8W0SoolbZCC/uc1GRbpSSgYjKaEmLyfGwVlDG0UVAC7ZKU92xOrlsqKJU2Qgt7ydRkDpJSElAxGUsJMUmooIyjjYISaJekpKeoLYKyFXJSYkEfkpKpJd1BKZlY0t057lxZMdlW8ZmDpNikkm6XqyIoUyVlqPlTqqA0R3KLXhcVlErbkFjQh6Rkakl3SEqmlnQfDnpXVkyOH3tKbHw8lV8GL8K0pFsCKul2uSqCMlVSvjzw/KQKypfuXn5fSqQoVVAqbaLUgj5VdIakZGpJ9+nAXlkxeUuoQRgAHAh6gBxKlHS7XBVBmSopNwLvw1RBGXp6JFKUbRCUC3+3uAv52NQkJSXbmJYsISWlxOT6HVMpDtf34y8G0onJqtRkynGqZGKKZKz6nu6pXOMXIE1Q0n6TPt2+nKTsnrVHUl4aqwUpSkpPAioolfbgLuRjU5OUlGxjWrKElJQSk8NDWykmj9+xHz2eeGKyKjWZIij91OT5cRLSkxVi0qz3Fp6gpP0mfbY3+mKSsmPaIyl9SqQoY0UlpScBFZRKO3AX8otOTUqXcEtLSSmZWDfWCwlrWOnEZFVqMkVQ+qlJIiU9KSkm60gRlLTfpE+nY8QkpbW2NZLSp0SKMlZUuk/NogVlmegQg9zFu5SQBCqSkhm0NSkJyKYZgWZhuH7HsBvjSJZyA80CUqpBDtE9NewmOaHUpEunL9Mkh+j2ZRrlABeCUqJZDjCRlBLNcoALQSnVNCcHusYtoFGOomQv3qWEJBBOSubQ1qQkIJuWBJrF5Pixp/iNcSRLuYFqMXl+vBOZBjlTzHqP3SQnlJp06d7oijTJIbY3+iKNcoALQSlVlXkykmmWA1ykKKWa5nxwP71pDl3jFtAoR7niLHrx7iJZvg20t4S7xHhNYvLWXpfdGEeylBuoFpNEX6hBTgqh1KRLtyPTJIfodIxIoxzgIkUp0SwHmEhKiWY5wEWKUqppzvHZKLlpDl3jFtAoZ/HJyVgkk5JAu8UkF25qjysmuenJRZRaL6q8W7Kcmws3QVmVmvThJigly8G5SO5FCSw+Rakoy4pkUhJot5jk8vRj4dScD1dMctOToolJLosq7xYs5+bCTVBWpSZ9uAlK6tQ9TyT3ogTSS71DSDbNs7FwdAAAIABJREFUUZSrRJvFJJemz7gIrpjkpiclE5NcFlXePa/UpAs3QVmVmvThJiipU/c8kdyLEkgv9Q4h2TRnXizkXRJKTXJKumOkZNN+kyUa3rS1jBuYf2Iy9tgxqUnOsbkykfO4GDHJEcVNqUkXyT0oAfl9KNta5g3wSr2l9510S7sJLfFW5k0oNckp6Y6Rkk37TZZoeNPWMm5g/olJF9bekzGpSY6g5K4oOeXdEWKSU97dlJp0kdyDEpDfh7KtZd4Ar9Q7tO9kFRxB6ZZ2E1rircyTUGpSuqS7abwSDW/aWsZN40kSIyY5e0/GpCY5grIpNUlwyrulxWRTatJFcg9KQH4fyraWeQO8Uu+Yp4MjKENPxyJS4nOXkykL9auWllz2Uu5Y5l3Onfv4JiT3nwTaLSgBWUEJrGaKUgWlMi9SFupXLS257KXc0cy7nPvS8eW6dwOyHbyBdgtKQFZQAquZolRBqcyDNpRztz0tueyl3LHMu5zbp63du4k2C0pAtlkOsJopynlf9wzjlyLyrDQtzkPJyRwhGUpOZknJQLfubCnpvb9ypaS/32GulOxf98bLlJKhvSdzxGT/xuXxckRjaP/JnPFC+0/GpCZD+PtQcku6q/D3ocwVl/4+lDZzDgntRTnK2J8ytBel3ZEtJ+tt148nuAdlu+9IFC4ic2zT4jyUnMwRkqHkZI6UDHXrzpWSj754NgGYKyVf/OjRzP/nSsntV12f+f9cKRncezJHTD547+WvxYpJl9D+kxnl3KH9J2NSkyH8fSi5Jd1V+PtQ5pZ0+17inXt575HQXpTvzdiLM7QX5UcyLjSh/ShvndZvZia4B6XOscuPyPzatDifR3IyR0qGunXnSsndrdkxcyXijd3Z/88d725vDZsrJUN7T+aIyWvbl69jsWLSJbT/5CJTkyH8fSi5Jd1V+PtQ5pZ0+/tQHmR+8Bbai/Ksn/E+DuxFmfNZRWg/yqatOAX3oKw8Uiv3nJROSgKalmwjuYlJX5bmJiD9788dTzpBWQJNUSrK1UM6KQloWrKV5CYm/fLuHDEJXE5QZu4zKZ2gLIGmKPPQ/SgVRdOSbSQ3MemXd+eISeBygnIR+0zOG01R5tHW/Sjn8sqNKWksISVVTAqMKVDK7Z6XdCl3W3EFZW5qEpAv8QaupqBcpKTUEm9FmpiSxhJSUsVkPhKl3DN7T0qXcrcUV1DmpiYB+RJv4GoKyhKSkouWeCuSLLKUW3pvSeBqikmJUm5370npUu5lIDc1CciXeANXU1CWkJRc5nE9LF7WzV2IGyP7RA/7XXkpeUf4U3ojLya7whf1/nUrvsekFb7379+wovtGDndkxwOAjrAQGK/nl3SXZrSRX9btM7heX84Vy3ht/mXdhEB599W7O1pNsiY/7kL8JTuyc82j14biUvLhHdkJ7NEXPy8uJu/7uMz0oMf2q66L7zHZ+fi7RcfDg/fmpyZddrbEu3MP//BZ0fFGe6Pskm6f33rqAdHxxja/rNvnI4eyUvGB7W5WWXeI6+u8a5lAebfOsctP1vzKXYiXKOuWlpJN5Zqx7G4ZcZG4JrzMvvu6Fd9jcndLdh1ybXucnZp0WV+zrSvn9hmN80u6fW7vySZjjDHZZd0+wt4TWxsmq6w7xM4m71omUN69mLJujpjc3j7D9rZw1MpYcTGJU+F0475sN24AWL8tOhzW71jsfkh2zLUD2fF6J8D2x2Qnns3nDXqy+/eLJ/XW9gEjLDxLjCf9c3eGBcq8hQ0qd1sKTVAquXDE5GA8+SPJcCxfxn02lh3vZNTFOz4iK4OOTtebHxTB4LCLvd84an5gBON92Yuu3TuGfUz2RsA+8Qzsqex5mm3ZVe3R0z3sXpO9N725JjvJPn7YA3MdwWYgvNJ55niEF4ayBuPpkz6ePmkW+pqgVHLgiMlez6DXk527jDHiYnIgfBNwejrC87dlr2fHJ7LjnZxZfPQ50SER2OY4czyDW/uyF/GDoy6GwmulXlc4qXcCrAu/b9Z6sk7l6GQkXqUwGsmnKKWTmf3BGH3G9aJkgrKYnOSKSXGmCcy1baEkwmmniJgUHe/2hZjsCkm19TvyZWskJtfviA+NdSHpKS0l3TFLlBJLCUUaxwzlJWUJQSklKUe0wbV0xBO8LSpUUCqpcMWkNMPpmO87lLmhPhubImJSkqPT9XMx+cR7ZVKJA6Hnz4XE5PBdz4iPbZ+SSTra5/ZFxnEZPTE5N2lBCUBMUP7hc/cAmAhKaUlZQlBKScpn+pMbIGlBCUAFpVIMrpiUhhpyDIcy77/BYFxETEpyfDI8F5N7BzLXRumyV+BCTL5wIK9ODk9kxjwLNO/N5Xi6PZm0oATkBOXh0eTeZ63XEZeUJQSllKSkNLS0oJyMuThBWUROLkRMGnsuJsUQlpKAvJgsgS8m1/fyn1fpxCRQRiSWHl9C1Pml+9IysQQlxKx0ihLWFElRNqGCUollEWJyOL4Qk1JIS0lAXkyWwBeT+7+df4GUTkwCk9RkSaTTk4CMoNx/9+zrUjpBWQJpQQnIpyhfGJ4WSVE2oYJSiWERYtIYc6lTcC7SUhKQF5Ml8MXkC/v51zHpxORkzLK7RkinJwEZQXngFYtIJyhLIC0oAfkUZX9QJkXZRAlBOXdTVqqMW5SKtOR4M+9CX0JMlijlliYkJnPTkyFxmJueDI2ZKyhD39/mBGWp8YD8n3u0ffm1KZmiPGdBZd6KIkGpMm5JqtKS7znYyhq3hJgsUcotTUhM5qYnQ2IyNz0ZSk3mCkpKTbq0OUFJSKcngXxBGWo6I5miJBZV5q0ouZQq45akKi3Z7+dN5CXEZIlSbmlCYjI3PRkSk7npyVBqMldQHp9e/v42JygJ6fQkkC8oQ2loyRQlsagyb0nEf3tVKaBiUlJaTBZgfb9TtJTbJ7W0u05MpqYn6xKTqYKyThimCsq6MVMFZd33pYq6uoZHqUKx6vtySrzHFYukRXfKZlMoRVklKTU9qXCpSgGVkpLSYrIEJ6NupZh87Pm0Mmy3lNsntbS7TkympifrEpOpgrIuMZkqKOvKuVMFZUhMEqmC0k9NuqQKSirp9skp8X73Qfjn2+yWSVFKUypFWSUpNT2pcKhKAZWSktJisgSnp6NKMZkqF91Sbp/U0u46MZmanqxLTKYKyrrEZKqgrCvnThWUITFJpApKPzXpkiooqaTbJ6fE+/g0fOPbMWVSlNKUSlFWSUrp9KSoMasTk+KUkJJLsL8kIJ+WBOaXmLx83LgxOaIwVlByxowVlJzHL0OCstSYbd6HcoY57kWpglJpok5MSlNCSi7D/pKAfFoSmF9i0idWUHJKuWMFJWefyVhBWScmiWVIUALtTFH6lEhQAvPdi1IFpVJHnZiUpoSUXIb9JQH5tCQwv8SkT6yg5JRyxwpKzj6TsYKyTkwSy5CgBNqZovQpkaAE5rsXpaSgFPuNhRbWi05LspviREjJmNLuRYrJmPQkV0zGpCcXvcckV1DGjLnoPSjrUpMuMTKR+9iYMatSkz4xP3uopDs4ZoSkPG+G08QcU5QqKJUqQgvrRacluU1xYqRkTGk3V0zGpCe5YjImPckVkzHpyUXvMckVlDENcBa9B2VdatIlRlBWpSZ9YgRlVWrSJ0ZQhkq6Q8RISmqG08Q8U5QqKJUQoYX1otOS3KY4MVIyprSbKyZjZCP3sTHpSa6YjElPLnqPSa6gjGmAs+g9KOtSky4xgrIqNekTIyirUpM+MYKS+16OkZTczzfmmaKUEpQi9qxKTIpTKi1ZgDYkJjmCMjYxyRGUsWKSk54s3fyGS4mUJUfSccUkwZGJsYnIZUhQno+7xClKFZSKT5WYlKZUWrIEbUhMcgRlbGKSIyhjxSQnPVm6+Q0XjqDkpCZdOIKSKyYJjqDkikliGRKUxDKnKFVQKi5VYlKaUmnJErQhMckRlLGJSY6gjBWTnPRk6eY3XDiCkpOadOEISq6YJDiCkismiWVIUBLLnKKUEJTiv6nUtOTWVkPKsUVisi49WWJ/SWC1SrlD5DbICY7ZcC4lhGfqmKtS4s1NTbo07UPJTU1eGncBgnLzRvy1TxvmKDGkpiWfOKj/pjaJybr0ZN3+knU0pSdXqZQ7RG6DnBBN6cmY1CSXWDFJrEqJNzc16dK0DyU3NemzCEF5NIo/V22Yo3BJTUsOR/UTaJvEZF16sm5/yTqaxOMqlXKHyG2QE6IpPRmTmuQSKyaJVSnx5qYmXZr2oeSmJn0WISjXuvHPeYmGOcbaxh++9gGU8pFISp6cBBYHAlJycOyNK5CW7HhjlBCSgIyUHAXWeRJisn9j9kUsUcrdvzn7/xICsX/t8tckxh16z6vEmOO12f+PTUyGsIG1jIS49MdNEZMh/OcgVU7OjNmbHYNd0l1H4NqUIid9hoPJE/n+L//2xjPIPpjSBmpf4JTykZj7H74W6OYoMO7LdmffTxJpyVdcm72gSiUlH713Vm5JSMmHX35ZmEmIyet/fPZiKFHK3fuUB2b+XyIxaR68LH4lxKTZnP35U8Wkiz2enfxiE5MhDg82Ln0tNjUZ4s5gdpJNEZMhfPeQKidd1rzVGbeku467e5uXvpYiJ31evDV5z//UU69veqjOsctP7fxKKR+JpGSve3l+lZCS/rlJpCXX12fPVSopub01e42SkJI3rl2+7kmIybuvzz6vEqXcd1+b/d1IJCZ3ty7/viXEZM9bF6WKSZfhaHaM2MRkiH5A7sWmJkMMvJvfFDEZwv/MLlVOunQ9aSjxWcf62uVBUuTk5XEnr80f+eEfbHpo5cFEjJpUCfel9GSL0pKLQCot6Zd3tykx6eMmKKWSjX6CUmpcdxypMeeRoJRKVJZIZpZiHilKCTEJVDfMUa4uUh9K+unJNqUlF4FUWtIv725TYtLHTVBKlXL7CUqpxKRb4i0hJoH5JCglxCRQpsy7FPNIUUqISaC6YY5yNZEq4fbTk21KSy4CqbSkX97dpsSkj5uglCrl9hOUUolJt8RbQkwC80lQSohJoEyZdynmkaKUEJOTcfOvUVm/mU98yxvL7S3ZcjFJpd3LVsYtKSZp/0np5jfrd+RLrklQSo/bO5EfkwSlRGqSMMPl6uRNz4FEavJ83FKCstBelLr3pPK1D76+2N6SbReTVNqdWsbdRKkybkkxSftPSje/Gb7rGfE9JklQSpdy29OBmJgkSFBKpCaJ3WtnS9XJm8q8JVKTRClBWWovSt178mrzDd/42mJ7S7ZdTFJpd2oZdxOlyrglxSTtPynd/OaFg474HpMkKKVLuYdDIyYmCRKUEqlJYr1nlqqTNxUSSKQmiVKCstRelDl7T2b9Vpal6c3adr9IYrLNpdw+208XkL0o05W7FG1pqsOhWKOYEm/ZoVxJt0uJ56AzNDIl3T5zapajXC2WpenN+w67RRKTJaTkY8/fXURMPvbYA80PSqBEV+5SlNhjshQlEpQAcOtwW3zMm2tDsZJulxLNcgZjK1LS7TOvZjnK1WFZmt4Mh7ZIYrKUlCwhJp+5VWDxgjJduUtRYo/JUpRIUAKXS7ElWOt1xEq6XUo0yxmNrEhJt8+8muVwSX6lf/b/8y3JB61iY22Im9dkb2pGwy5GQ/k7sN5+F8PNAvHlO1iaXW7WDy029uXf0L0T2YQnsXYoP2b3bPJHmk4fMEvipmwP6BQ41+GOLVM6Pp7+EWTnnmN0u/LvhRLXWWU5+M/u+jbxMbsGePpY9nVq0bCpVyL9scH7Di/v5ZfL8aiLd+/dEB+3BGcnPdx6p7yUGh+NMXj3nvi49tlD8THHT+1f3sRJgNP3n2HjxnKsTN97uIF71uWfgw8djrGzthwL3jMMsW/lBWWJ66zSfr7xm/6W+Jjdbgfj5j4OUYzHFuMC17+zwRiDAkms49MRjgtIzxIMBmPc3pM/1+EQuHMgv5A/PpMf82wACL9kAQBHJwbra82PawMnZ6Pg/ou5DEcWnQLTq7Xyv7PNdYNRgetM6nU2qSGOu2A+OM1fPGx4ZSt3ajp1xuBLyfG+zDultz87bk8gEh3sVi3wOtnwJJ/fxCWVdU/0nV2XeQf2TmbH7d/Mf267p5efyMGuwLielBwJraM73of5Vsit+7JTYtxQsx2JFOVwZ/Z3FjpOCoO7vMWo0MSxc89sieRolD/wPdcuaiJ+6898b+ghS/IxhtLApQuUu2C+ZyM/5edvJfPibZkXvn/iH78tIz77XgrzZbv5nwAdB1KYr7yRL+hOhrP3FS/7uOezxwQmYtLlnk+TEWnjo9nf0dor80WtvX1ZGpn7d7PHHT/lJTGFogin7599PZ3tyUwwTz5918z/P3OSf8P13oCgv9XPfx4+dDj7OjgSSmaVSDgCEznpct1cbpYTi/ss/urt7256iLKcXJpf3QVzoIdNNF1vkI5QtMmXklKJqTPvvS6x11xISG4LRLNP+7PjXt+VqXrwk6h33ZBZaA29afrmNYGmvoES8e2N/HHPvKIMqdfX0YnXaEio+OPIe42dneWL5ZPAGBIpwqEn/sdCmYASjXGAiZycOY7AvdbGxsV76of/0Q+EHlK2IU4OvpgEIJKeDKUlO9fz3iG9/e4lMQkgO0EZFJMC+GISkClt9sUkAJEEpS8mgfzmPSExCeSnKENpSYkEpS8mAZkEZWiMUsnM3BSlLyYBmT0zL4lJQCRB6YtJAEVSlIqSQmjdIZGeDF1BP3Scd0vRH5tLYhJAdoIyJCYl8MUkALzvw/dmj+uLSQAiCUpfTALITlCGxCSQn6K8JCYBkQSlLyYBiCQofTEJAA9sldlLJjdF6YtJANhZ62SnKOclJgEUSVEqSiy+mAQgkp4MpSVzhz0bjC+JSQDZCcpSSUlfTALA/mH+VgyhEnmJBKUvJoH8BGVITAL5KUpfTAIyaTxfTAIQSVD6YhKYlV+S5KYofTEJAJ0OslOUvpgEZH5nvpgEUCRFGUP0U+WXGV7bTDMyG2vDoJjMpWQZdwlqxWTG+yMkJokcQRkSk+fHzBCUITF5fswCJd451EnIHEEZEpNEjkis+96ccevSjCXKvIFCHcILlHkDE0GZKind1CSg5d1XCb/M8NZZ2s1414TFZC4ly7hLUCcmc8q7Q2KSyBGUITFJ5AjKkJgkSpR45xAUk+f/mP7qC4lJIkdQhsQkkSMoQ6lJokSZN4ClKfMGJoIyVVL6Vxst774a+GWGo8R7v263ExSTuZQs4y5BnZjMkZYhMUnkCMq6vTtzBGVITBIlSrxzCIlJIkd2hcQkkSMoQ2KSyBGUodQkUaLMG8gXlCFKlHkDE0GZKin930tseXdr70Kk954kUtKTCxGTGdSJyRzqxGQOdWIyh6rUJFFiD0qgzB6UQLmkY1sTlFWkCMpgalKAUGpSUZYB6b0niZT05CLEZA51YjKHOjGZQ52YzKEqNXn+7wX2oARQZA9KQCZBGaKtCcoqUgTlPFOTitJ2pPeeJFKGXYSYzKFOTOZQoqkQUC8mc6hKTRIl9qAEyoguQCZBGaKtCcoqUgRlKDUpQSg12QbmLidXNTEZW9rNFpORrxuumIxNT3LFZGx6kismY9OTTWKSiBWUXPEYKyjrUpMusSKR+/jYcbl7QMYKylBJd4irkqBUlFhWNTEZW9rNFZOx6UmumIxNT3LFZGx6kismY9OTTWLy/HGRgrI2NTnzwLhXY11q0iVWUNalJl1iBWVdatIlVlCGSrpDXJUEpaLEsKqJydjSbq6YjBWYXDEZm57kisnY9CRXTMamJ5vEJBErKOtSky6xgrIuNekSKyjrUpMusYKyLjXpEisoQyXdIa5KgjKVqIY4daWFTY1xUoVkU3OcVCHJaY6TkpjkNMdJSkwyXhcpiUlOg5yUxCSnQU5KYpLTIIcrJl04DXJSEpGcJjlcMenCaWaTkojkjJvSnIbTJIcrJmPPJTk12fASTk1NNjXL8Uu6XbzGOO38yEuJ5fyFX1da2NQYJ1VINjXHSb0l4TTHSUlMcprjpCQmOc1xUhKTnAY5KYlJToOclMQkp0EOV0y6cBrksMWkC2Pjdq6YdOE0yeGKSRdOkxyumHThNMnhikkXTqOctqUmm5rl1D1TXmMcnWOXn/MprK60sMk3pgrJpuY4qUKS0wgjJTHJaY6TkpjkNMdJSUxyGuSkJCY5DXJSEpOcBjlcMenCaZDDFZMunNcZV0y6cJrkcMWkC6dJDldMunCa5HDFpAunUU5qarLpd5eammxqllMnir3GOO1tiNNEXXl3TlKyrry7qvENh7oE5fqdjFLuhtdQail3U4IytZS7KUGZWsrdlKBMEZNAc4IytVS76ftSxCTQLB5TS7Wbvi+1a3ZnVJ+iTBGTQHOjnKxy7pqXsJZzK6tCXXl3zmeldeXdVY1vONQlKI9H3eRS7qYEZWopd1OCMrWUuylBmVrK3ZSgTBGTQHOCMklMAo0JyhQxCTQnKFPEJNCcoEwRk8AkQVmXokwRk0Bzo5y2iUlFaRN15d05Scm6XFFV4xsOdQnK49NRcil30/ellnI3JShTS7mbEpSppdxNCcoUMQk0JyhTxCTQnMRLEZNAc4IyRUwCzQnKFDEJTBKUdSnKFDEJNDfKySnnrvvdtbWcmxCTk1WNcUqVcV9JKl5LuXtMVgnK3D0mqwRl7h6TVYIyVUwSVYIydw/Jqu9PFZNElUjM3UOy6vtTxaQyS12Zd11qUrnaVDXGKVXGfRWpEpS5e0xWCcrcPSarBGXuHpNVgjJVTJ5/f4WgTBaT5wOE5+5UMUlUCcpUMUlUCcpUManMUlfmrZdKJURVY5xSZdxXkSpBmbvHZJWgzN1jskpQ5u4xWSUoU8UkUSUoU8UkUSW5UsUkUSUoU8UkUSUoU8WkMktdmbfU/p/sKy6nW6wvKKWkpJ+elNpfMpSelGh+E0pPtr35jS8oV635DZdlb5Ij1dxmnk1yUlOTLqH0pEgTnMA+lFKpSV9QcsSkdu1eXTjdYn1BKSUl/fSk1P6SofSkRPObUHqy7c1vfEG5as1v2OMseZOcXDFJzLNJTmpq0iWUnmx7atIXlJwrj3btXk043WJ9QSklJf30pNT+kiFpJNH8JpSebHvzG19QrlrzGy7L3iQnV0wS82ySk5qadAmlJyWa4IT2oZRKTfqCkvOcc7t2i38cdG3zrEhakgSldNMbEpQ5pdwhSFBmlXKHmL6mNu7YpejKvbE/Pk9QSorJ9Tv2PEEpJSYJEpTdM1mpSGN1+vmpSZeSXbxpbMnUpFviLSEmCbfEW7w79/Q+R7qcm1KUmphUuNw66xdJS5KglJ5VSFDmlHKHIEGZU8odgtKTJ8O1pejKfeudvfMEpaSYHLx77zxBKSUmCRKU46f281OTLtOb5dP3n2WnJl1KdvEmSSmZmnRLvCXEJOGWeLddTBKUotTEpMJhNC6TliRBKd30hsRDTil3CBKUOaXcIWis0/5oKbpy394bnScoJcXknQNznqCUEpMECcqzQX5q0oVea0cnJjs16VKyizcJM8nUpFviLSEmCbfEW7o7N/3upMu5KUUpLYOXKqteohs3IJOWDNEplJbb2CuValy+xOTWc2U+HSslfksmKEtJSlvoKjHaKvMcF+nkDRTp5K0obaJUPz5JKenyB/v1jS9SecctmXScz/s+fO/SJSZP/mOZso/hY7eKjFsyQSmVmvQ5KpT6LVXFtkydvBWlLZToxg3IpCVDHByXuZl+YV/QmDnsH/aXLjH5wl6Ze6P94+VLUEqlJn04TX1SkBaIRIlO3kC5310JWE9BTCnh3VvHeNHuQfIJVWGtwd035dNF48M1DG/KvyHWC11wzikw/PrhuIhE7J1abBzITxjdafes9QPZc+5MJ6ESz4UZAp0C87Kxkz/SjAt9okWYAvcR/XtHgJV/g+zefwRT4El+6c072F3nW2st7V49YkoJNzpd7BVIHKx1DG4Jp9CBiSt6SvBTduKskPAkHttr7i4dy/Gwi/d87B7xcfv9Hp55bFt83OF0bj19n2xKbnRrcr0b78lPhv2P9NEpMG899+Fd3LUjX4r9gUP515nLA1vyK507/SGudZu75MYywhi9ApmJDfRwavl2QUu7VwtuKSEAbK53Gztsp9AxBp2GLrcpDIbjIqng08L78x2fyt/8D4YW+0fyc8poPMadA/lxqVPzgbDaGE5/dWcD+VfGad8UkWcnZ5P3njT9QulcYmNd/slY6xn0Cnxeub3ZgSlwbdveivvAnXM9FntW7946xt1bZTrYWkc0SArK8eHFHaykoHTF5HBLbFgAXqJP8DW27pT+SEq5nrPYlRSUJCYJKUHZ8e5fJZ8LN9EnKShdXybpzmbEpPB9xGD34kQlBWX/Xud9LCgod++/uO6UEJQAsLt+FiUplavFRqeLjU6ZhNWas2iSFJRuUERSULpi8oNHsibqeHhxWyQpKI+dyg9JQdnvX9wYSgrKoTenSglKEpOEpKDsf+RivxRJQfnchy9eB5KC0hWTD27JRnPc95ukoLzTvzhPSUE5cm4ySghKADi1wyhJqVwdNte7ReQIgBnZKSkoB8OL94ykcnDFZFXji+Sx+xfnLCkoB8OL85QUlKPxxTlKCsqx96NLCcqhpzIkBeVp330diw2LE+eWQPI96IrJ7U3Z97a7P62koFzrXTzHkoJye/PiHEsISmlEntGQlJRIT1prZsTk+fEyBeX4cG1GTBISgjKUmBxu5UvKyj0mM19j64fjGTFJSEi5XmCRKyEofTFZGonnIlRqLCEoQ55MIkUZTEwGmsPEMti1M2KSkBCUM2KSsCZbUrpikjDGikjKl968XDKpglLxCUlJifTkWsfMiEkiV1CObbi6VkJQhhKTHzxay5aUx8POjJgkcgXl8bA7IyYJCUHpiklCQlD6YrI0EoLSFZOEhKB0xSRx185JtqQMJSYf3BpmS8qnTkzwfSYhKF0xSVzrrmdLylHgxqKHjoik3MCBpimsAAAgAElEQVTl94gKSsUlJEQk0pMdY4Lj5ArKwXA8IyYJCeUQSkzWdedlj9sfz4hJIldQDoZ2RkwSEoJy5BtEyAjKwLBFkRCUrpgkJATlSWC5I/FBQSgxub3ZzZaUo/HlxlmAjKB0xSTR6+ZLSldMEsYYEUkZm5rkkv1s1qUlcwRlSErOHLdAiTeQJyhLlXKXa3xTf4XMkXIhMUnkCMo6MZmbnvRTky45z0XdHog5grLJjRUK+BXbezFHUAbFpAAhMemSIyhDYvL8uCoolSl1ackcQRmSki4lSryBPEFZqpQ7JCVlxq2/q8wRlCExSeQIyjoxmZue9FOTLjmCMiQmiRxBGRKTLiXKvAH5FCWRIyhDYlKCkJh0yRGUITFJqKBUgPqkVo6gbPreEiXeQJ6gLFXKHZKSEoSkpEuOoAyJSSJHUNaJydz0pJ+adMkRlCExSeQIypCYdCmVZJZOURI5gjIkJiUIiUmXHEFZSkwCmXKSU8adIiibxGQOocSkBBwxmZKeZInJhKerSUwSKVKuTkwSKYKSk5hMFZR1YpJIeS44zVlSBCXXiaW4M9Y+kwn3GqHEpE+JPSgBFNmDkkgRlHViklBBqXDKuFMEZZOYzKHQnv8sMZmSnuSIyZT0ZJOYJFIEZZ2YJFIEJScxmSoo68QkkSIo68QkkSIom8QkkSIoOftMpghKjvgvsQclIFvi7ZMiKOvEJKGC8mrDkR8pgrLEnpVEKDEpAUdMpqQnOWIyJT3ZJCaJFEFZJyaJFEHJSUymCso6MUmkCMo6MUmkCMomMUmkCErOPpMpgjKUmPQpsQclIFvi7ZMiKEuKSYAhJ6uaL8TsLxkjKGPEZGx6kismY9OTMYlJ6T0oz2nJFgIcMUnECMqYUu5YQckRk0SMoIzpGl2iSU4KpRrgcMQkESso2anJSEHZlJp0iRGUHDF5fg4VglKb4qwOVc0XYvaXjBGUMWIyNj3JXbvEpidjEpPSe1ASJRrkpMARk0SMoIwp5Y4VlBwxScQISo6YJEo0yUmhVAOcmPdUrKDkpiZjBWVTatIlRlByxCRRJSi1Kc5qUNV8IUZ6xMjGqMdGfkjIFZOxy8GYxKT0HpREiQY5KXDEJBEjKGNKuWMFJUdMEjGCkiMmiVIdpmMp1QCHIyaJWEHJTU3GCsqm1KRLjKCUEJNNTXGSXk7zaHzDhSsoYxOTXEGZUsrNFZTR5dzMU+GmJgmukIsRk0SJLt4AX1DGiMkYYsQkwRWUsUE97uOjxSTzVxcjJgmuoIwu52ZeY2LEJFGyUY5ytZhH4xsuXEEZu2bhypSUUm6uoIwt5+YKSm5qkuCmJ2PEJFGiizfAF5QxYjKGGDFJcAUlNzVJcNOTsWKSm55M2SqBKyhjy7m5gjJGTBIlG+UoV4d5NL5hfw9zTo5NTHLPJKWUmysoY8u5uYKSm5okuOnJGDFJlOjiDfAFZYyYjCFGTBJcQclNTRLc92usmOSmJ2PEJMEVlLHl3FxBGSMmiTY1yok++1Qx+aLdg9oEZU4pd52grGp+w6FJUObsMVknKCub33CoOaWq5jccmgRlipgk6gRld2CTG+A0CcpUMdk7sbXPR4qYJJoEZar/amqSk5yYbGiSkyImiSZBmbzPZEOTnBQxSdQJypfevBOVmnRRQXl1SBWTe/1RbYIyp5S7TlBWNb/h0CRVcvaYrBOUVc1vONQJyqrmNxyaBGWKmCTqBOXwwCY3wGkSlKlicrw3qE1QpohJoklQxopJoqlJTmpisqlJTs4erk2CMnWfyaYmOSlikqgTlBvoRaUmXVRQXg1SxWRVcxv331OpE5RVzW84NJ1Rzh6TdYKyqvkNhzpBWdX8hkOToEwRk0SdoByP0xvgNAnKVDF5NjC1CcoUMUk0CcpYMUk0NclJTUw2NclJEZNEk6BM3WeyqUlOipgk6gTl9laveDk3EfUTtCkx6TPvBjkSzW9CglKk+U0h+V0l5HLEJBESlBJduasEpURiMvR85IhJokpQlmpwI1LKHbiA54hJokpQLqoBDgdNUCqptCkx6TPvBjkSzW9CglKi+U2pEu8qQZkjJomQoJToyl0lKCUSkyFBmSMmiSpBmSomm5Ao5Q4JyhwxSVQJykU1wOGgCUolhTYlJi+NMecGORLNb0KCUqL5TakS7ypBmSMmiZCglOjKXSUoJRKTIUGZIyaJKkGZKiabkCjlDgnKHDFJVAnKRTXA4dCGBCX7p5ASk356UrL5jS8opZrf+IKyVFduUbxTTE1M+vhCTkJMEq6glBCThC8oJUu53edDQkwSvqCU8l3+OKX2mJTEF5RiYtK79kiIScIXlKmJSR8VlKuLlJj005OSzW98QSm1/ZQvWUp15ZbEF5SpiUkfX1BKiEnCFZQSYpLwBaVkKbcrKCXEJOELSikx6acnS+0xKYkvKKXEpJ+elBCThC8oUxOTPiooVxMpMemLSMnmN76glGp+459hqa7ckviCMjUx6eMLSgkxSbiCUnDYS4JSspTbFZQSYpLwBaWUmPTfx6X2mJTEF5RSYtJPT0qIScIXlPNKTBKsn0Q6MUmCcpm6cpOglBaTbnpSJDXpMj1VKTFJpHSt5lJ6D8o27THJHlv6ZTEdT1xMOr86idSkCwlK8cTkHLp4S4lJQgXl6iGdmCRBuUxduUlQSotJNz0pkZp0IUEpJSaJlA7eXErvQdmmPSa5SCcmSVBKi0k3PSmRmnQhQSmdmJxHF28pMUmooFwtpBOTJCSXqSs3nam0mHTTkxKpSRcSlFJikkjp4M2l9B6Ubdpjkot0YpLez9Ji0k1PSqQmXUhQSicm59HFe95iEmDIyU++++kiB/7467eLjLuxOcDGZqELT6FuVJ3+5E8J1o/KyL7N2yNs3i5zldy8U0hQ7peRqr3jMuN2RpM/JSjWlXtn8qcE/bvLlXJLpiZdPuneZ4uMW+q6rMyfnikzsfQLddW807e40y8z9oePy9wgv+dgDe85KHPR+93b14qM+66n7sO7nrqvyNgffVeZNN/BO8vcyJy+v8w93eFzGzh8bqPI2KejMjf0xkz+lGCzW2bg3c46djtlJOUOyoxb6rqszJedzTLvw/W1Qq8Pg2Jbcw0GZdZWx6cjHJ+WuT/fOywz7p2DPu4clJmv9g7LfLgR28Wby/FZmRfcaCwv+YhuoQ/em/a2zOHadplxr+90cX2n0DnvlLl+Nl2XWVfXF2/tiZwMsT6Nrz104wXRcV227pVNe/b2p6b+LtlF2brz1A62Zd9s54lJ4fdwr9B+IABgSiW0p7+2UiKxW2ixDvA7V3MZFQoyDNw1unAi8YwSk8LPxe4Dh7IDOrz8nucAANs92Rugh3bLXTeVxTCystePrd5kaj8STl+47AtuvQEAo+lwz/KaQLNxwxwfPpG9gaOU5+MHsmnEwbicGBmOyow9OJ6Me/zRMouGcaEFFABsCX+g/fT+ZDJ8cEv2xfz06cUN/Uu2Zd9/e9N7mBdtyUp84UvbDJSYlN6DspRIVRaDtMjoTdNPvUL7xgHAmrD87E/FpPRzceZMsGPhD0QpMSm9B6X0ebqU3q/vRPj+iCj4lGBd+HNhShVvCX/w4Jbi7zA7eXNZn14rNpldvLlwO46nsDuVqV3hW0bOB0bsQ0oJynWvrlZSUB6dzt5QSAlKEpOEtKAswaVSbqHrpS8meydyk4YrJteOBJ9jbyhRQekMJSoovXemlKAsJSZLcuaXcgs9F/MQk4SUoFQxubpICUoSk4SkoPRvUqQE5cgbRlpQlsAvP5cSlL6YfPz5u0TGBWbF5DNPyiU+SUwSkoKy//zFf0sKyv2nZhOTUoKSxCQhLShLsOfdu0gJSv+SdqOzKTIucLmUW0pQqphcTaSknC8kJQXl2HvDSAnKvpeYLJU6k8Qv5ZYSlL6YPDiSSzm6YvLguNzWEJKC0k02SgrKgffjSwlKf7sDaUFZgnXvGiElKH0x2ROsfNj1Up5SgpKbZI86nHSCkpAQlL6YlMIXk4SEoFwPPJ0S6UnpPSaJqsSkhKAMJSZFBGXFECKCMjCEiKCseFdKJyglGYTWuQLpyUtikmjxc+GLSSlUTK4+0glKQkJQSn96SvhikpAQlKEtsCTSk6Ua9lQlJiUEZSgxKSEofTFJSAhKV0wSEoLSF5OEdIKSkBCUbmqSkEhP+mKSkE5QEhKCUnqPSULF5GpTSspJCEpfTErhi0lC4rk4C0ywEqlE6T0miapzkxCUocRk2wVlqORaQlD6YpKQTlASEoIy1MBIIj3pi0lCOkFJSAhKX0xKEbPFxlw3VfFTky45grJOTEqXd7vkCMqQmCRyBGWtmCz4YVmOoKwr5c4SlA3fmiUoa741S1AWfEfOpZzbJ0NQVopJAUqlJuvEpHR5t6L4+KlJlxxBWScmpcu7XXIEZd3e/DmCsk5MSpd3z4ydISjrSrlzBGWVmCRyBGVITBI5grJKTErgpyZdcgRlSEwSOYKySkxKUOdacgRlnZiULu9WFJc6CZkjKOvEpHR5t0uOoAyJSSJHUNaJSenybpccQVlXyt1WQVm3F2SOoKwSkxLUNYnKEZR1ndVzBGWVmJSgrpw7R1DWiclSAYUQ0Yd68dZeUoKyTkwSKYKSk5jcuvc4WlL29ruVqUmXFEFZJyaJwbaJlpSsxGTCZsu90zFrn8kUQcnZYzJJUDK/JUlQMr4lSVAy3o1mHJ+gHK2XEZODaw1ikkgQlCwxOUZ0gnL3gcOFiEkiRVA+tPuCpiavECNrkxKUdWKSSBGUnBuS/YGNlpQjW52adEkRlJymoR8+6UZLSk5i8vGD7WhJORh3WPtMpghKzh6TKYKySUwSKYKyTkwSKYKSIya3NgfRCcqn96/VikkiVlA+fdqrFZNEiqDkiMkXba1FJyit5e0zmSIoOYnJFEFZsmGP0i66HZMk5TjyMUVQchKTa2udaEnZH4wrU5MuKc9FnZgkxmMbLSk5icnj03G0pOSeS4qg5Owx2TZByWlSkyIoOWJyfS0+QTkYjlnd62MF5XhcLyaJFEHJEZOb653oBOX2Zpe1z2SKoOQkJlME5c5mL7oxWeNh/uc/8ebg12MEJUdMEjGCMraUmysoOVLSJUZQcsRkCqVKuWOJEZQxzW+iBGXkRTVKUEY8NEpQrvoH/hGCMjoxyXzJzXOPyTpiBGWVlKy6LivLx6+88PeDX48RlBwxScQIytgbEa6g5EhJlxhByRGTKZQq5Y4lRlDGNL+JEZRcMUnECEqOmCRiBGXJxGQMpfagjBGUsYlJrqCM/UwlRlDGlHLHCMoqKVl1XVaWi+/+nn8Q/HqMlIuRjjGPjS3l5gpKjpR0iXkuOGIyhVKl3LHECMqY5jdtEZQx3bNjBGXJxGQMpfagjBGUsYlJrqCMbX4TIyhjSrlj1gVVUrLqukxkKRGOoIwRk8QydfEmOIIyRUxy0pNJYpL5mk3pzM0RlClduVmCMnF+YwnKhLFZgjLhXchNTy6klLsKhqAsVcrdFjFJcASlpiUVjqCMEZPEMnXxJjiCMmXdxElPpohJbnoypTM3R1CmdOXmCMpYMUlwBGWMmCQ4gjJFTHLTk5zEpA9HUHISkz4cQVmqlHseXblj4AhKTUtebThSLiUNuUxdvAnOc5EiJjmJxRQxyU1PppSYcwRlSlfuRQvKGDFJcJ6+FDHJTU9yEpM+HEHJSUz6cARlqVLueXTljoEjKGPTki7ZV7k6QZkiJokmQTnvBjgcSnXxlmiSE6Rh2BQxef69NYIyRUwStYIy8+mvFZQZY9cKyox3YJOgbJWYZJAlJhcUHM5pflMnKFVMKkSdoEwRk0SToJx3AxwOpbp4SzTJCdEkKFPE5PnYNYIyRUwSdYIyVUwSdYIyRUwSdYIyJzHZJChTxCSHFDHJIUdMLqpBTk7zmzpBqWJSAeqlXI5kbPreeTfA4VCqYZBEk5wQTYIy57h1gjJFTJ6PuyBBmSImibqnMScx2SQoU8QkhxQxySFHTC6qQU5O85u6NUKOmASEiklDgjJHTBIP3XghKClzxWTVHpQ5YpIICcr1vfxy7qo9KLPLuSv2oMwRk+djBARljpgkRLp4xyBwuKCgFHj3hQTlwveYrMOaYIJSJDEZeC5K7TH58nueE+nKHRKUKiYVn5CgzBGTxNFwHJSUuWKyag/KHDFJhARlf5xfzl21B2VuOXfVHpQ5YvJ87ICgzBGThEQX7xhyxCQREpQSpdwhQcndY7KOUHqSu8dkHS/ZtsEEpURiMiQouXtM1hESlBvoiXTlDglKFZOKS0jKSaQfez0THCdXTFbtQZkjJonQc3HWH2eXc1ft+5hbzl21B6WEEA0JyhwxeT5uQUEZIkdMEqGnU6KUOyQouXtM1hFKT3L3mKxjZ7MbTFBKJCZDgpK7x2QdIUG5u90V6codWivkiklAcKe71EY5HFxBKZmYdAWlhJgkXEEpvcekKyhF95l0XrsSYvJ8LEdQSohJ4pKgFPKVl9KTgh50RlAKfkjiCsqlSUs6glK0lNt5LhbZ+CYFbXyj1JHaKIeDKyglE5OuoJQQk4QrKKW3wHIFpeQ+k66glBCT5+M6glJCTBK+oMxNTRJ+elJCTBKuoJTcY9IVlJJpSVdQSqclXUEpWcrtCkrJy5ErKCWkZAhtfKNUkdooh4MrKCUTk66glBCThPs8SO8x6UpDyX0mXUEpmdR0BaWEmDwft5Cg9NOTEmKScJ9WyT0mXUEpmZZ0BaV0WtIVlJKl3K6glCzldgWlhJQMkdL4pgpjmy+UFgD+6v/3FexBb53tZJxSNX/4zIuKjDv4QJmUwPptU6QBztqxLdYAJ6XjNodRocjyYMeICkRiuF1mXAAYbZa5ARrGN79kU6SU29hye0y+eLnE5H2b/PN1muG0o0OHkosFgC+7+zvY37C7Vubm4nqh6/ROoX147t8s0wDn47ZGxRrgPLJTpjb9E+4q8+HwAw8diIlJl+2XWFEx6XJ4q4yA+sCzdxcZ96mTzSKl3B89NsX2mHz6OK6jOZfTcZlF+2aH//w6zXB0jl1+LAB829/+VvY3mEJbmkgKRJejQqJrNLZFGuB0OqZYA5zN9TJv2eu7Zba1uLZd5oOYrU1ZMekyKrNsw1Eh/3ByOixSyn10Oiq2x2Sn0AclmxtlLm6b6/zXsdMMp/KHXKoewQ/fUyZVNHrgrMi4tsw1p5g0655Z2EJviO5ZKZla5snolnlJYFxmfisrJq+XeY5LicmdFx0VGfcV9z5bZFxFaQt9yXijw0mhhcgzJ0WGxRPHZeSvBfCBozIX6/e9cLPIuB/9wI0i495+b5nJsJSYvLW3gxsbZW4MuqbM++N6ofuNQlvIYbPURreK0gI2Cn34V2rcUaH7gVIdvwHgtNCHMYeFBPDRaZl10GmhNawtKDxL7btYqoP3zWtlxt3eKnP/eW2n0A1BAcRfCdd7p3hk5xYe2bklOu7xcHLDKS0oT48m45YSlGf3FBkW/Z1yN3HignI6V0gLSjt9CnqnspORncafu80NlaMgMWmEJ/ylFJP3lZnoSUxaRmfwGEhMdoQXkS+/9hxefu053FwrZFmUlaNUanJzet2TFpQ0U5USlLcL3YQ/fVpujpUWlOPp9U5aUFKZ+LMfk43Onx1PbuqPbsveLJcUk6V45lSu/NzlYFCoucX0bfyAcIMcEpM312R/h9d767jeW8d6R8Wn0szmhsHG2uSPJFQRLC0Sh9My2FKCsqmhRiqlmuQA8oKSUmzSgpLGlRaU9FobCIfbSUxKK4JSScySrAlfHwgSk9IJRxKTaz3Z9cPu9hp2t9dE9uh1YZd1A82l3dd7l8uVPniUb+dITPo8cSuvxIbEpE/3mbybxbWD8C9pQ8DXhprBrB8JbIJ8dnlcIzF5BIYYCbzpbGCIoUC5tA1MxBL7OIYSk6FjxVJKTAalpIDwKy0lfUymTKxKS44FnouXX7tcIn5nsFX7PU5JN6AlZ6vC+Yu0qbS7tJj0Wc+8RlVd6bcyb2SqblvuEvA8ITf74s38OTZ0yp8gUOIduha97O472eOG9q+8/0UH2eOSmHTZuSt/FTVPMbl3lv9CC0nJj5zkC78qKfnhzEaCVbeDz5zk/e6q0pJ3BvmfDl/vXX5N9Bvq+5ySbkDn2FXg/JXbVNq9uRFoBhNo7BZL1VaFuQnCYcX+fLnjVpWfDwU+uAyVcxcrYRUo8Q6d265AKXZo3FCjlVhCr7U1gc+RQolJCUUQEpOnhZK1EtsfVEnJ45M8w1qVljzNDHVVpSUHw3wjvLt9eexhQwjBKekG5lHWHRKTAIqkKK8qVV2qc1OUITEJCCQoK16juQnKkJgE8hOUVbIwN0FZVcqdm6Ccq5gEgEKlZ1cNSkuG0ASlUkUpMalcUHVJzk1RVl05cxOUVR+S5CYoqxrr5CYoQ2ISyE9QzjsxmVveXZWWfOlWmX0crxqUlgyhCUolREhMAiiSoryqVO0zWSpFmZugrJKmuQnKqnFzE5RVEjw3QVlVyp2rCKoSk6XKu3cK7e951aC0ZAipBGXrZ+mq1CSQV+JdlZoEJiXeqWXeValJYFLinVrmXSUmiVRBWSUmiWRB2TAnpArKKjFJpArKphRjqqBs2mMyVVDOXUwSiYLy7L5hkdTkzouOaveYzCnvrttjUrq8W1EWRVVqEsgr8a67VJ8MbXKZd12xx+2z9DLvph81VVA2/ZSpgrIpvZ0qKJs6fqcKyioxSaQKykWVcqcKyqYy7lRBeTAwtaXcH7eTNheObX1CJqe8u26PSenybkVZBHUNnnNKsatSkzRu6th1TXt6XZNc5t3UAKdtgrIpzZkqKJvGTRWUTY3EUwVl0x6TqYqgqZS7bYJybc3UlnKn7hO5vdWt/d6c8u66PSaly7uliSrrBsKl3VWpyRAxZd51YtInpsS7Tkz6xJR414lJn5gS7yYx6RJT4t0kJl2iSrwjHhpT4t0kJl1iSrxjyqtjSrxjmt/EnMPCxKRLhPSbdyl3iJjy7pjGNzHl3VVpyRCh8m6vpBvQkrNVYebFGSrtnnc5d4iYEu+Y26mYEu/m25ULYkq8YxxsTIl3zLIopsQ75roTU+LdJCZdYkq8m8SkS0yJdxv2mIwp8Y7ZXzKmxDtmf8mY8u6Y276Y8u6Yxjcx5d1VackQofJur6Qb0Dl2FZh5FYdKu6tSkyFiyrybhNHMuBGlrHViMmfcmG7iMSXeMZ2521DiHXMOMSXeMePGlHjHvM5iSrxjmt/EzBUxe0y2ocQ7Zn/JmPLuGKEZU94d0/gmpry7Ki0ZIlTe7ZV0A23q1l2qzPvhe14o0s2bm6CMEZMAP0EZIyYBfoIyRkwCEQnKyA+puAnKGDEJ8BOUsfs+chOUsV25uQnKVohJgJ2gbIOY5PKKe58t0pG7roxbUZaF/sgW6ebNTVDGiEmAn6CM/ZG4CcrYZ4qboIzd75aboIwRkwA/QRkjJgF+grINYhLgJyhjG99wE5SxjW+4CcoSQabNbqdIR+66Mm5FkaRUmXdO2rFpXA4xYhLgN8qJEZPA4hOUsXKUm6CMHZeboIwRkwA/QRnblZv748U2v1l0gjK28Q1XOJboyH1tZ61IR+66Mu5StLasOyY1GUNMapLQTt4TxLt4T5Hu4k00CUqJhjQhYsUkl9aISSZtEpPS3bsJLe9WlpWY1GQMKbOPdvKeIN3Fm5Du4k00CcpYMcmlLWKSy7J25I5Buns3oeXdyjISK424xKQmCe3kPUG6izch3cWbaBKUpV5jsWKSy7J15S7dkTsG6e7dRFvLu6PLuoHZ0u6Yku4QVWXeuXKyqsw7RU4SdSXesclJl6oS79jUpE9ViXdsatKnssQ787pfVeIdm5p0qSvvzpGTVeXduWKy6pxaKyYrpF+bxCRRVdqdm5asSjLlpiXd0u5ASTegJWerwqUXplva3YaS7hBVZd45t1B1Jd6xyUmXqhLv3CBoVYl37hKoqsQ7NjXpU1XiHZuadKkr786Rk/8/e28eJltSl/m/kVl71V26+/ZGQ9Ns2iwqiuMPtwFRBHEUnFFGHUXct1FH4acwoEIjoOCCK8gzKjq4oKiAa+ugrQIqwojstgJNN01308vda7u3KuaPcyIrMuossXwj8+TJ9/M8dW9l5sk4Jyszzzfjk29E1A3v7qqYrBvenSom64Z3p4jJpqHdKV6gbmh3alqybmh3alrSHtpdMaQbYI3tA4de0fbQ7pAh3VXUDfNOFUd1w7Fj5GRbm0B4ctKmboh3aGrSZdJDvFP3VzfEO6XdpuHdKa+xuuHdqWKyrn6kislJD+9OEZNNQ7tTEpN1Q7tT05J1Q7tT05L20O6KId1Al4Z1u1QN8ZZITVYN8U4Rk0D9QjkpYhKYbIIyVUwCNQlKgS+kqhKUKWISqE9PpqYmq4Z3SyQmq4Z3d1ZM1jCNhW98qEpPSgzjrkpPchg36TISqcmqId6pHyjqFspJEZPAZBOUEmfVqgRlqpgEqhOUKWISqE9PpqYmq4Z3d1VMAtXDu7uamKwa2t228I0PVelJiWHcVelJDuMmXaBqiLdEoq0q7ZgiJk2bVe2miEmgHwlKCRFalaBMbbcuPZn6Gqsa3i2RmKx6uBKJyVzDu6tITUxWCci2hW98qEpPSgzjrkpPTnoYt0vUs21SPKmpSUOOOSiBtNW8m7AFZaqYNLiCMjU1aZjIEG/B+mELylQxaXAFpdRwbltQSg7ltgVl58WkI+Zyickc5JhfEpATk8cXtwDUpiZJjzEpnlypSSlyzEEJjA/zThWTBldQSh36JIZ4S4hJgy0oU8WkwRWUUsO5bUHZZTFZhZSYdOeelBrKbQvKTA4gy/ySgJyYXBoUx1eTmiQ9xaR4UlOThhxzUAL5hmPb7aaKSYMrKFNTk4ZJCErJhKYtKKXadQWl1HBuW1BKDuW2H3bXh3K7c09KDeW2RWSO+SUBGTFZhZSYXChHQtWkJhuJGtZteMojMUkAACAASURBVNa7nh68wzbed/pq8TYB4IO3XiXe5sq/5zFHG7fKn4yXzu+LpCZdfBdyCeXiqnxRvpBJ1F7I07fBBc+J64PbzZCY3DmRpwLlEJPXX36XeJsA8JCNe8TbfPmn/V7TzRxy1g9q35Bfd+WPiu8s11yTOdrNdaxHM3iuq1f2Jb+nG3HdWp7Y53XHzoi3eezolnibAKD387wOcojJ0zvLWRKTHziTR85+9Jz8q/b0bp7PAzk8xe/ec0PTzayxs0/tq+aGFzxXfGe7meZPDlld2Jez5/NMv7SVYR2BXEO811YyfYGykWFhkkySK9e0gxcyvLxyDe/evdBxi2qRa57IHF+G3PCilzbdnGdY99VLp1PuXsknHZVPM53cXsWVV8gf6/ZV8i/mhU1g+4T8SXivZo6NVPYzfWOYg0GmDw05uLCR5++6e2x2xOTalbMjJh959A7xNq9clJcHZLZYX5D/sLCY4UN+Lom4kyk1caZ6Crsk7syUoLxtK8/Q4Bzcc3Jj2ofgzdnzef6uOV6y5y8Oce2afJ3N8e5aXVC4ynMl1BCOLcl3yC5Z7nYyneRlKUPwaE0ojWmjNbC2Kv+eWmuYzzCW/X1geVG+FkqNoHCRSo5OglxiLge5FuvJIZMXFwZYz7CgW4737JH1xSyL4xzbkG9zLSG/l5ScBICffP+TcMfusfgjcLigD06WN5+5QqTNk9sHC0vc9QmhYz03/kJeuVPmJL+wabV5j9zZeGhN2rx0VuYEZw+7HtRMCh2DWRhHalh30aY1hKlh0YVQLpYvLcljHROTQn9WW0pKLjCdQ0y6UlKqyOUQk7aU3BYc23/l4hk8+xE3tm02O98MkCYa35Hffs0LcT5xrimbI1bH4YKQSckhJ933/XIGqSqZoLSP7sqahXJCsf+sD1iVT1BKpicv7B18BjpxyTmxdrfLBWGWl+ViGLaY3L0o04E4aaUl765ZHCeG8xcP/q63bsp8znTf9bcKpSftBa3uFEp62VLy5I7c541Llof45dtbk+mssbNP44v7x1/8XOxWr+MUhR1q2hQarWZ30ze3ZN5Xe86ot82WlaF9sdaYwo6g+FPWBwKpPoH9XC0JCtWl8kvlFUH5aw+bl5x/sZzZonKuyFjs50fqvTWwHvLmttzratEKAJyvWdAtFFdKSr1n7WHcdYvjhGJLyW3BL+3XVoDnPK8xNQnkXhBHKkFpi0kgT4oyR4IyF1IJyqEjDnePyBtyqQSlvWK3Ejr/7DnfZEolKC8eOG+xY82RmHTTklLTl+VKTOYgt5gEgJWBTGFjYpK4SCUojzgfwHOkKGcJqQSl+1e8K0OKMkeC8pbTR0XascUkIJeg3LZWqt7ZkZGIORKTJ51h3JdXLI4Tgy0mu86q4Je+BjctKZV0ZGKS2EglKN3RljlSlDnSWLmQSlAqx0bmSFFKJSiXrM9q20LC153PUypBaQs/qcR/jsTkwHkZSaUnFzOMTMpFjvkl3bTkitCX9SmJSUNychIo0pOGlBSlKydtYlOUdmrSJSlFea76hZKSoLRTk4fajUxRumLSJjZB2ZQSTElQ7jVElWOTia6YtIlNUF6sf0klJSgbxWTkn7VpGHdsgnLSw7hTit0kpKRNSnrSlpIeqUmAqY6+0PpO/PZrXjj6PSVF6cpJm9gUZa4h3XXv+xwJSiA+Rdl0NLEJyqY/aY4EJRCfonTFpE1sgtKWki4pCcomMRmboHTFpE1sgrJJSqakJ+ve4SnJySYpGZuebBrCnZKetKWkR2oSYI3tA60v7h9/8cHckylJr6ap4GJTlE1d9JRElpucHLWZINT2G8pdbIrSFZPjt0U12fg8pSQolxpkV2yKsmkl9NgEpSv7xm5LOOM1PR+x76umY41NUDZJyZT0ZN0XBynv0yYpGZuebBrCnZKetKWkR2oSyJ2ctLl66XRUkrJJTAIdS1HWiEmgmIcyZi7KJjEJ5JmHsksJyiYxGUuTmATyzEEZm6CcRGJSglzDuJvml4z9lnTSYhKIS09euXiGaUnizfrCICpJ2SQmgW6lKJs+5O7s6yxzUeaYh3JWEpSxNIlJIM8clLEJykkkJiVoS0vGzD2p0Wxoro38/DGJtKRLTOrxkuUh05LEi6XFuCRl2xoVXUpR1olJoJiHMmYuyiYxCczOPJSxCcomMRlLk5gE8sxBGfvRahKJSQna0pIxc0+urS40vhdj36eTSEu6xKQn11Zk0pI2Ik99VcpnVhbLyTXMO8diOaGCsik1aQgVlD7JwFBB6SMmpYZNp9KUmjSEHquXmAw88fuIydDh3ZOYX1KKaYjJGKqkpGdqkswRVSmfWVksJxddEJQ+f61QQekTRO3yEO9UmlKThlBB6SMmlxbC0g0+YjJ0eHeOYdy5lgGchpiMoUpKeqYmyZxQlfKZlcVycg3zzrFYTqigbEpNGkIFpc9Cx6GC0kdMSg3xTsVH+IV+tPIRk6HvJ5/jDB3enWMYd6733zTEZAxVUtIzNdmIyLBugz2828ZnqHdbctLFZ5h305DuKryGeTekJqvwGebdlpo81KbHEG8fMWnjM8Q7dMiy7xDvkNSk7zG0pSZtfId3+4hJg+9xBicmPf6koYlJn+HdXRCTPgWwC1LSZ2h3XVIyUEzOjkkiTXi/Ye3h3TY+Q73bkpMuPsO8J7EQThvTWigndK8+Q7xD/5zTXCSnLTVp4zu820dMGnyHd4cmJn2Gd4cmJn2Gd4eKSZ/h3aFi0md4d6iU9BnaHSolfYZ21yUlA8Uka+zs4/02sId32/gMSfWRXjY+w7xDxZvP8NGm1GRlmx5SrS016eIzxNtHTI5v375N6HPkO8Q7JDXpO7y7LTU51qbn8O6QJKLvx6rQz2s+76XQxKTP8O5QMekzvDtUTPq8P0OlpM/Q7lAp6TO0uy4pGSgmJzOsu65jPc8pyi4kKH2Y1hDv0OHcPqnEEDEJ+A3vDhGTgN9xzvtQbmm6ICZ9EBKTZA6p61jPc4qyCwlKH2ZliLdPgjJETAJ+w7tDxCTgl57sy1DuGHIkJmc5LQkwMUmaqetYz3OKsgsJSh+mNcQ7dDi3T4IyREwCfsO7Q4Wfz8eqvgzljiHHe22W05KATGLSIJqcNNQlKIH6FGVoctKmLkUZmpw0NCYoA5OTNlUpytDU5KE2K1KUoalJm7oEZcpCL3UJypR5JuuOJ1RM2tQlKEPFpE3dcSaJyZqnN0VMVqUnuyYlmwqhtJhMkZJ1ycmmeSUjxeRs2CPSRvAbty5BCdSnKEOTkzZ1KcouJCdtJpWiTNlLXYIy5U85yQRlqJi0qUtQhopJm7oEZYqYrEtPpojJqvRkqpSsSk+m9NGbkpOxYrIuOZkiJeuSk03zSkaKSdbY2Sf4LVGXoATqk1+hqTybuhRlrHBrSmiFJifH2q0Qa6GpSZeqFGVoanL8vtXXpzw/dQnKlHkm6xKUoWJyrM2aBGWK8Kv7SJXyOa3uPZRynFXpyVQpWZWeTJGSTe/LWDFZl5xMkZJ1ycmmeSUjxeTkFsRpI3bBnCakU5RXXnG6OkWZICaB2UhRTipBmboATlUyMUVMAtUJyhQxCVQf5ywkJrsmJoHqD2rXX35Xp8RkFVzwhkyS2AVzmphUijL1m/hZSFHOcoIyRUwC1QnKFDEJVCcoZyEx2cW0ZNXCOKsLSjwxKZ2W5II3ZFLELpjThHSKsm6BjhQxCcxGinJSCcrUBXCqEpQpYhKoTlCmJhGrPlLNQmKyi2nJqvsfWV8UT0xKpyVzLHjTRhY56ZMCyiEoc0hKaXIISmlcQZmSmjTEruLdRO5FclLFZBUiYtJpIsdQbmlmYRj3I4/ekUVMtsHh3CQUnxRQDkE5C0O9cwhKaVxBKRFAncVFclLFZBUSYtJdHCfHUG5pZmEY97GlYRYx2QaHc5MQfFJAOQRlDkkpTQ5BKY0rKFNSk4bYVbybyL1ITo4h0hJi0n3v5DhOaWZhGPexjUEWMdmG5HBuQ7aXxDQEJXCQoowd0u1Sm6JMQFpQbp9QowRlypBum5wJytTUZBWpqUmDz/yToRiJ2uXEpFm5e+fEnnhqUlpMzkJaEqCYJHmZhqAEDlKUOYZ0SyEtKM/sHiQopR71rCQoDampSYPP/JOhmPRklxOTZuXu8xeH4qlJ6U8tkmnJq9aK52aSc0vaUEySGKYhKIGDFKVUArAuRZnUprCgXF4cjBKUKUO6bXImKFNTk1WkpiYNPvNPhmI+TnU5MWlW7l5cGIinJqXfP5JpyZXSp0xybkmbHGISyDTnpE3T/JM2t+5cmrKbQ9yzs4EPnb5MtM27PnxCtL3BlsLaHbIvqPU7ZE9Me4sKK6dkZZUWTt/sHhmISsWdY0o8lbl7VPYx71yioYS/dNu9rNtSEgAefoWslLz+yF0YCj/Zx4ZbXtsJiMnu2iESQtLJq2n+SRvp0OPGosKW8Jc50h9+c8xBecxjJe8QVobApUuy5yDpOSgHSuPq9cQJsi1294a4VLA9ANgVFn5nt5ex6bFydwi3nF8TbW9fA7dtyT7uu7dFm8PxJeCOzemkmQXEJGvs7JP04muaf9Imde5FF6WAc1uy75uz5zyWSg7k3KZsv2FX+DPF8pLCvvCXlRvCsmpleYgFwZT60uJAJC1qMxR2X8MhsCM8Zc6F9sWwg1hflX8PDoU/kx7bALaFpxz3FcYCYrL2j5FdTgJ+gnKvPMbbdy5J3R2AQk4CEBOUZzYPFPLWnTLf/A+2iscsJijLZ2r9TpkquWcNxZYSlBfWi8e6IPSGtxOeEoJy59jBY5ZyVjvHlWx7lxw8TilBuXt52ZDQMUqLyYeduGf0+8JA5kFff6QQnVJy8ooyKblTsyCOjVBikh2nfpB84vIRlMfLRMaZXZlz70ZZH6QEpZ3ElEo+SstJE9SSCo7Y7UgJysVydbOrVmQ++Q+s1dIkBOWulcCUEpTnynSjOxw7lrNWWlJKUJp2PrEjY7fNW0RKTq4MD57n287LvG+Olw9VSk5etlIc173b7e0JJSZZY2ef5Befj6BcLj/2bQmJAvNFnZQcsbv6587LSkopQTksT2VbNQsEhbK8dPD2lRKUq+WHACnJtGKlvyUEpb14j5SgNM+LVER/aB2XlKA0KebzftmQVtbLwbdS77+j6wfPrdQxHitVlJScXF8tHuvWTvvrUCgxOd0FcUI64tcsnxTd90OO3YuHHLtXtM3Vq6pXnIxl82rZr9zOXyX/tG4fTz/LGTEJABdX5+MznxGTgMzcnbaYlGIkJoXIKSYluP7IXSMxKcUVAQvecCg3kSakI350Sfbcm2PBjByJR0lyTBV13256gVi0ROKd28IRz45yzhKJdatsh3A2w/yS0glM6WlVbTEpwfGlAzEphRGTPnAoN5EkpCO+Knz62FhV2BDuL20Iz3W3sSYb01sVnnsTAAYCnylWLZG4NwNzW0tgi0SJr2qGGaYslZ5eYV14vQlbTEpwbONATEphxKQPuYZy23RyGtJrlk9mkZSSzKOglCZVULrzYu4ndpDt1CSQLhNtMdlV5lFMSnLF4pkgMUlIFzi6pLJISknmUVBKkyoo7dQkANyROCx515m38r7E9s7NwEI18ygmJblsRQWJSUKmzepyHkkp2t4cCkppUgXlijNn7sXEUShLzsrnFxM/o+QQidLMo5iUZH1VB4nJSTExgxWTFup6ijJFUJoh3TZJgrLitXX+qoGopExJT9qpSZtYQVm3YE+soHTFpCFWUNaJyRThKZma3L18r1pMJhxfl8XktNOSBqYmSS5i0kJdT1GmCMpcQ7pttvdkJWVKenJRVdeHWEHpiklDrKB0xaQhVlDWicmU9KRkanLz4kKlmLxiOX4cW1Vf+AGr8S9ASTE57bSkgalJkoOYtFDXU5RdEpRVImx1WYlKypT05GrN4luxgtIVk4ZYQemKyVF7keWhVkwmPB2SsnNpsVpMpsjFqvumvN8kxeS005KGSaQmgQnNOelSNQflnscrPmQ+SjPnZB2hc1Hac05WEToPZZWctAmeh7LlWQqdh9Keb7KK0Dko6+SkIXQOyrbVxEPmn6wTk4bQKQnbEpPB7bVIydB5J1vTkoHHN2kpGTrnZJuUDJlz0kdIVs05mUlKdv+rZeKDeI2tmoPyuMeH/JD5KDdaakToXJRtq3+HzkM5CTlpEzoPZdv2oXNQ1slJQ+gclHVy0hAy/2SdmDSEzj3ZlpgMnXuyTUqGph/btg+dd7LtpR8672SblAydc7JNSobMOekjJKvmnMwkJVljZx/x+lo1B+Wyh+cLmY+ybXG40Lnw2rr6056Hsk1chc5DudzyxWvoHJR1ctIQOgdlnZw0hMw/WScmR20FfjZplYiB76i29kLnnWxLS4bO6dgmNEPfa21SMvT42qRkyJyTPkKyas7JTFJyugviVNEFQQn4S8o2OWnwlZRtctLgLSk9nqUQQdkmJwF/QdkmJg2+grJNTBp8BGWbmDT4+ivfodze7XmkJUPkpNcwbs9jm1ZS0ldO+iQlZ1hMAuw49YUsNbYLghLwl5RtctLgKyknLSeBMEHps62voGwTkwZfQdkmJg0+grJNTBp8BaXvUG5fQemTlgyRkz7b+spJ3/6zr5z0TUr6ykmfpOQMi0mANbYPZKmvXRCUgL84ae/ql+1NSVL6pOpCBGWbnAT8BWWbmDT4Cso2MWnwEZRtYnLUludnE+90o+dT4dNeiJz0GcbtK/98U5a+7zHfpKTv8fkkJWdYTALTXhBHEun5KLs+F6UXnicJ3yHePmISkFkkJxRfMSmNxGI2ofgO49aeT4P3/JJTeKxdnluS80qSeUJ6Pso+zEXp2ZfwHuLtKzElFskJxVdMSpM6/2QMvsO41zxFp6/ETBnaHUuX55bkvJJkXpCej7Lrc1H64CvEfId4+4hJQGaRnFB8xaQ0qfNPxuD7vC571hLf+SWl5430octzS3Z1XskmppacNNgJSp/kpE1bitInOWnTlKL0TU4a2hKUvslJQ2OCMvAZaktQ+spJQ1OC0jc1aWhLT4bKyab0pG9q0tAWsgtdAKepvdD5JdvSk8EL3zQc27TnlmxKToZKybbkZKiUtJOTE5hfkr25fpC1xtoJSp/kpE1bitInOWnTlKL0TU4a2hKUkhIztD/RJh9Dh4A3JSh9U5OGtvRkqJxsSk/6piYNbenJ0AVwmtKTofNLtonH0KHfTenJ0GnM2pKToWKyKTkZKiXbkpOhUtJOTk5gfknW2Nkna321E5Q+yUmbthSlT3LSpinh5ZucHLU1wQRl6FyEbQlKXzlpaEpQ+qYmDW3pyVA52ZSe9E1Njtpq2XXwnJANT0NoW23pydCFb5rSiaHysi05GSomm44tVEq2JSdDpaSdnJzA/JLdG9ZtkyIoDVWiMlROGqokZaicNNRJylA5aaiUlJHPUJWkDBWThjpBGSonDVWSMjY1WSUoQ8Wkocplxa7KXefFYhe+qRKU0atxVxzbtKWkoUpOxiYlq+RkbEpywmISYMepL2SvsSmC0lAlKkPlpKFKUobKSUOdpJymnDRUSchQMWmoE5ShctJQJSljU5NVgjJUTBqqBGXsqtx1cjJ24ZsqARm7GneVnIxd/LVOTsamJavkZGxSskpOxqYkJywmAdbYPpC9vqYISkOVqAyVk4YqmRIqJ0dtTUBSxi6UUiUpQ8WkoU5QhspJQ5WkjE1NVgnKUDE5aqviEKIXqql5TcW2VyUoY1fjrhKAsYnKOjkZm5asOrbYpGSVnIxNSU5YTAJdH9Yt0ZGvGup9YjluiHXVUO+ja9tRba1edU50qHfSit4OuVfyjhWTVUxrOLeL5PDuqrakV+SWQlJMPuzEPb0TkzZckZt0DYmOfNVQ73MX4s5XVUO9t/fi2loeqKkM9fYh90resWKyimkN53aRHN5dtXK39IrcUsSKySpWhrp3YtKGK3KTLiHRka8a6h0rFKuGeseKzo31RdGh3ikrervkXsk7VkxWMa3h3C6iw7sr/vzSK3JLITnU++i66p2YtJnUitxNdMP44KBDP0z4kktyPsqHHLtXdD7KeRWUsVwUnEdl3+kIx6Ymq4hNTVa2NSdiUorrj9wlNrdk6rySJjVJMUm6iunQnwpc9dJGcj7K1QUlOh/lvArKWO7clps08A5HKMamJquITU1WMS9iUorjS3JzS6bOK2lSkxSTpIuYDv1OQtBQcj7KjVUlOh/lvArKWPYET+oXnZEmsanJKiRl4ryISSmObcjNLZk6r6RJTXZBTAIdkpOAXMe+q5KSgjKMHIKSYjKMLorJLklJG4pJ0nWkOvZdlZQUlGHkEJQUk2F0UUx2SUraUEySLiPVse+qpKSgDCOHoKSYDKOLYrJLUtKmK2IS6Mick1X8xPufLNLOv5x5gEg7APDPd1wj1tbOR46ItLN2x0DsGVq5V+6pHkYO96vCTT7GMrioxeTk7lG5ArZ7TO5vdeFSoV7wvpyYlExLPurYx8XaunrplEg733P9X4m0E0E3TQwJZSo19ocefINIO5JyJXYYW26kRmRJrnB85bKc8bzfasus6p5cvb4pJieXhnKPb+eiXM/pnu24+cddPrGzJPbeuVtQWJ+9IPjZRug79Jd86EdkGgqHNXb2mUpV+ZmXPbd9Iw+2WxYKCeFsy+JUIUjNRXluc09MbEl+FlkWlIDrqzJfZi0sKDE56btCtg9DyenOhJ7D81tyYnIg+PjaFiUKYTiQ+WN937N/XKSdCLo952QVP/SIPxdp59OO3oaHrN8t0tanX3077ndcJmW1/KCz2Dtev5KkL5IJyrPXyX0O27xc7qUllVCUEpOSicntE4LfrF0j08EEZMTkZRubYmLy2vX7xMTkpQvn+yAmCUniJz4s0+EfKOASoQ+6SgFHBT80CwY9RJCSNQCwuSdXh84LJQGlxOSWYDJx64JcW2cvyL2gJDrS6wt7YmLyyIIWE5NHF3UfxCQh0Xz/D8qkkFaWgA2hZNSRNYUja3IpyvW19HOrZIJyQ+B4DIuiCUWZv7mUmFyUTDnK/cmxvCjXH5YQk+srWkxMbqxqMTG5trzfBzHZSGeTkzapKcpzewffdH/o/OVJbd21VSQeP37qaFI7ALB58uDdMzyV9g5f+3j6O+hCGeY8ckvaU27Lu7W70z+hbp0oHtvyqbTjurCefCijx1a30nYItpgcJH4JacSk3kqvFGuXp4nJyzYOVlu9dOXwyquhXLt+HwDg6ELcolSjY1k4eFzLiX/wjkhJpjr6wdRrbGqK8pjlbE4mJj2OlG2dEUiM2HIyNeghkZ40faelxHJ9ZOGgAK0JDOU9tlikFNdrVrf25bKV9C/IjJg8tizQliUmUxf8MWJyR0DApg6nX184SJXespkuTI8sFH+bj2+lvTCPWp3Le3bSylNHpCRr7Owz9fqamqJcsM7x57ZkXpISKUrbH5zfTKsdWzvpSfm1MqF4LvFYbMl54UJ6Z+/oRnGO3otc9M+wtppee4yYHAh8nrHF5F7in8mIye3d6Z9y11cOnqctgeMxXy6kPra15YM/8k7iF4kdkZK1D2Im5CSQJihtOQnICUogXVLaghJIk5QpgvKCM8o8RVC6ycIUQWnEpCFFUKbKSfdxpQhKNzGZ4srcxGSKoEwRk7aUBNLFpJGSgKyYBNLkZEfEJMCOU1/oRI1NEZTHHD8iJSiBdEnppidTJGWKoHRDHSmC0paTQJqgNGLSkCIoU+Wkm5hMEZRuYjJFTrqJyRRBmSImbSkJpItJIyUBWTEJpMnJjohJgDW2D3SivqYIygXn/C4lKIF0Sek6hBRJmSIo15yh0ymC0k1gpghKIyYNKYIyVU66ickUQekmJlPkpJuYnJagtKUkkC4m7cSzpJgE0uRkR8QkMIvDul2khnkDwEPW7xYb6n2/42fEhnoDEBnqLUHfh3hPc79dHcqdgismU7h2/b4xMZnCpQvnD4nJFDokJgkRRWqYN1AM85Ya6n10qZ9Dvfs+xDuUeRjKnYIrJlM4sqDHxGQKRxf1ITGZQofEJCFiSA3zBgrp0cWh3gBEhnpL0Pch3qHMw1DuFFwxmYLk+3Ntef+QmEyhQ2KykZlJTtrEpCjd9KRNaJLSTk66xCQp3fSkTUySMjRB6aYmbUITlG0SLzRF6SYnbUJTlDHJyabHE5qcbJOSoWG+JjEZmp6MSUw2CcmY1GSTkAxNTjYJyZjUZEelJFMd/aBzNTYmRemmJ21Ck5RHGtqKSVI2CcmYJGVogrKpnxSaoHRTk4f2FZiidJOTNqEpypjkZJOUDE1OtknJ0PRkk5gMTU/GJCabhGRMarJJSIYmJ5uEZExqsqNSkjV29ulcfY1JUbrpSZtpJymbPEJMkjI0QemmJm1CE5RtUjM0RekmJ21CU5QxyckmKRmanGyTkqHpySYxOYn0ZJOQjElNNgnJ0MfTJCRjUpMdlZKzP6y7ihBJ2SQnAVlBCYRJyiY5aQiRlCFysklMGkIEpU/CMERQNslJIExQhsrJtscSIid90pIhzswnMRkiKEPkpE9KMkROtqUkJcUkECYnOyolDew49YPO1tgQSdkkJwFZQQmESUqftGSIpAyRkz4BjhBB2SYngTBB2SQngTBBGSon29KSIXLSJy0ZIid9EpMhgjJETvqkJEPkZFtKUlJMAmFysqNS0sAaO/t0tr6GSMomOQnICkogTFJ6eIQgSRkiJ5vEpCFEUPokLkMEZZOcBMIEZaicbEtLhshJn7RkiJz0SUzmEpQ+KckQOdmWkpQUk0CYnOyolDTM/rDuKro61BsIG+69dslW6zZ7xy96D/nevJ/geDHIDvGWZue4Eh/qnaNNSaSHcvuKycs2NkXFpOTwbYBDuAmRpqtDvYGw4d4+4nF90X/It8Dc/WNIDvGW5vzFBfGh3lsXF0SHcUsjPZTbV0yuL+yJiknJ4dsAh3ATIklXh3oDYcO9lWrfbn1twXvIZjHBlQAAIABJREFU96rE6nMWkkO8pRkOlfhQ78Wh7DBuaaY1lHt9RYuKSen33LwO4a5ippOTNm0pyrbkpI1PirItOenik6T0SVAa2pKUPulJn9SkjU+CMkTqtSUo21KTLm0pSp/kZKiUbEtPhswv6RPoCxWTPunJNjkZMp+kj5gMFZI+yckQKdmWnJwhKdldg05CmIka25aibEtO2vikKNuSky4+ScqQ+SbbhKZP/ym0T+SToPRJTo7235K2aUtNurSlKH2Sk6FSsi09GTK/pE9yMlRM+qQn2+RkyHySPmIyVEj6JCdDpGRbcnKGpCRr7OwzE/W1LUXZlpy0kU5RAn5JSp8EpaEtSemTnvRJTdr4JChDRGZbgrItNenSlqL0SU6GSsm29GTI/JI+yclQMSmRngyZT9JHTIYKSZ/HECIl25KTMyQl+5mctGlLUW4M/YeG+qQor1w9690eANFFc4D2JKV0etKHULEnuVBOzP6l7+8SuvDN/hTm3W8Sk75JyRCkxWRoWrJHYpKQidKWojwdMCzaJ0V5NnAuSMlFc4D2JKV0etKHEDEJyC6UA6QvliOdlgxd+GZfT941NYlJ36RkCNJiMjQt2SMxScjEaEtRXgw4l0snugCILpoDtCcppdOTPoQmLCUXygHSF8uRTkuGLnwz7JhR8k1KhiAtJkPTkj0Sk430JjlpU5eiDElPulSlKUPTky5VacqQ9KRLXZqyKkUZmpq0qUpQpoi9ugRlaHLSpipFWZecTDn2uuRkyorcVf4sZSh3VXqyTkqmyMiq1GTqsO0qOZkydLtOTs6olGSqox/MXI2tS1GGpCddqtKUoelJl6o0Zcpq3XVpyqp+VMpIsqoEZaiYHDuWmtRNaHLSpipFWZecTJGSdcnJlBW5qxKUKUO5q9KTdVIyRUZWpSZTh21XycmUodt1cnJGpSRr7Owzc/W1LkUZkp50mVSaMiQ96VKXpqxKUYamJm2qEpQpQ7/rEpShyUmbqhRlXXIyRUrWJSdTVuSuSlCmDOUOSU+myMiq1GSq5K869pSh23VyckalZD8XxGnDlZQpctLgSkppQZkiJw2upHTlZIqYNLiCUiJ16ErKFDkJHBaUVXIy9bhdOZkiJQ2uP5OYY9IVlK6clEhIunJSWkxKzCfpyskZlZIGdpz6wczWWFdSpshJgysppQVlipw0uJLSlZMSU1y5gjJFThpcSZkiJ4HDgrJKTqamJV05mSIlDa6clJhj0hWUrpyUSEi6clJaTErMJ+nKyRmVkgbW2NlnZuurKylT5KQh98I5KXLS4EpKV06miEmDKygl5qV0JWWKnAQOC8oqOZmalnTlZIqUNLhyUmKOyTZBKZGQdOWktJiUmE/SlZMzKiUN8yknDUZSSshJg5GUqXLSxohKCUFpMKLSFpQSchIYF5RSQ6KNoEwVkzZGUtpyUnIItxGUEmISGJeTUovf2HLSiEnJIdtGTEoucGPkpOQiN0ZOzriUNLDj1A9mvsYaSSkhJw1GUqbKSRsjKiUEpcGISltQSs2/bwtKCTkJHAjKVDFpYySlLSclh3AbQSkhJoFxOSm1+I0tJ42YlByybcSk5AI3Rk5KLnJj5OSMS0kDa+zsM/P11UhKCTlpyJmklBCUBiMqbUEpISeBcUEptWiOEZSpYtLGSEpbTkoO4TaCUkJMAuNyUmrxmyo5KTlk24hJyekQzDFLLnJj5OSMS0nDfMtJII+gBApJKSkogUJSSgpKoJCUax8fiIlJw5FbdJaVrT3mrQ9mcCHPse5cKn+wgwvyq3LrrQWsXX5efB7JS1c2RaUkUIhJSSkJ9E5MAuw49YVe1NgcghIoJKWkoAQKSSkpKIFCUi4P5cSkYWkgJyZtrl5pXxwglGs3zmdZhXtpID/B50Bp8VW5d/aGuHN7SXweyVs2F0WlJFCISUkpCfROTAKssX2gF/U1h6AE8klKSUEJFJJya2dPTEwazm1ezLKad445M5eXBllW4V5Zlm9zb19+VW4j+6TnkdzaVeJztG7vKlEpCfROTAKUk+P88HueJtrerVuX4mPnj4u2CQC3nzyGrVOyMnXlNtlVAy4cLd5867fKzoS7fUJj9W7ZoumzWncoOyf2gX3h4n7NFgBg/4Ls3/T+V50UbW9jaQcPPdK8cFQMi2oP1yyfEm3z2Y+4UbS9jsCOUz/oXY19ySc3r+wdypFFjZMCqza6bCxonG6ZYDwUnxW3QzhefsAfCn9jd+nSHpYHsm1e7rFadyg7ewMcWQxcHamF1IV96rhnR/bz1YIC7trJIXs17tuVfaH+wPt/VLS9jsAaO/v0rr7+/E89R7Q9pYCzm/Iv9f194NyWrKDZ3Jb94me9lJ3nt2S/rDu2sYjdltW8Q9lYlV9xZmkJGAg/9StLxVvuovB3itIL7iwtauxJ998BLC5o7Ak/9u/4vp+QbbAbUE5WISkpb926dPS7pKi8/eQxABCVlJKC0shJQFZQ2kOkpSSlpJzcOWEVHcmTWykmAVk5KSkmN5aKDqikmFxUB2dySTHZUylpYMepH/S2xkpKyiPWt/CSonKjTKRJSkpJQXncetySgvLSpYNzrpSklJSTO3sHf0RJOTkLYnKhfClKiskl6zmWFJM9lZIG1tjZp7f1VVJSKuuVLikq98uukqSklBSU61YSU1JQHrOGdUtJSkk5uWSVK0k5acQkICsnJcXkUvmZSlJMLlojGyTFZE+lpIFysgkJSWnLSYOEpDRy0kZCVEoJSltOAnKC0p2/UUJQSsnJMTEJyMlJS0wCcnJSQkwaIWkjISdtKWmQkJM9l5IGdpz6Qe9rrISkPFIxREhCUm5UDJeVEJVSgvK487ilBKUtJwEZQSklJ20xCcjJyS6LyYWKl5yEnFyqeF4l5GTPpaSBNXb26X19lZCUquKVLiEp9yu8nISolBKU684wcSlBecyZc1JCUErJySWnXEnJSVtMAnJyUkJMLlV8fpSQk4sVnx8l5GTPpaSBctKHFElZJScNqZKySlAC6ZIyVVC6YtKQKiibFpZJkZSpcvKQlLRJPck5YnLUbKKgTBWTVVISSBeTVVLSkCIn50RKGthx6gdzU2NTJGWVnDSkSsoqQQmkS8pUQemKSUOqoHTFpE2KpEyVk66UtEkVlF0Vk1VSEkgXk1VS0pAiJ+dEShpYY2efuamvKZKySk4aUiVllaAE0iVlqqB0xaQhVVC6YtImRVKmyklXStqkCkpXTBpSBWWqmKySkkC6mKySkqO2Ex7znEhJA+VkCLGSsklQAmmSsk5QGmJFZYqgrJOThlhJ2bbqdaygTJGTjWISiJeTNVJy1GyCnIwVk3VC0pAiJpukJBAvJudMShrYceoHc1djYyVlk6AE0iRlnaA0xIrKFEFZJycNsZKySU4C8YIyRU42iUkgXk7mkpJAvJisE5KGFDHZJCWBeDE5Z1LSwBo7+8xdfY2VlE2CEkiTlHWC0hArKlMEZZ2cNMRKyiY5CcQLyhQ52SQmgXg5WSclDSlyMlZM1glJQ4qYbJKSQLyYnDMpaaCcjCVUVLYJSptQWdkmKG1CZWWopGwTk4YYQdkmJw2hkjJGTrZKSUPMya5FTI6aDhSUoVKyTUbahIrJNhlpEyom51RI2rDj1A/musaGiso2QWkTKivbBKVNqKwMlZRtYtIQIyjb5KQhVFLGyMk2KWmIkZNdSUu2yUibUDHZJiNtQsXknApJG9bY2Weu62uoqGwTlDahsrJNUNqEyspQSdkmJg0xgrJNThpCJWWMnGyTkoYYOdkmJg2hgjJUSrbJSJtQMdkmI8faDnyccyokbSgnU/GVlCFy0hAiKUMEpcFXVPoKSl8xaeMrKX3FpI2vpAyRk95S0sb3pOcpJcea9hSUvmIyREgaQsRkiJQ0+MpJSskR7Dj1A9ZY+EvKEDlpCJGUIYLS4CsqfQWlr5i08ZWUvmLSxldShshJXylp4ysou5CWDBGShhAxGSIlDb5yklJyBGvs7MP6Cn9JGSInDSGSMkRQGnxFpa+g9BWTNr6S0ldM2vhKyhA56SslbXwFpa+UtPEVlL5iMkRIGkLEZIiUHLXv+RgpJUdQTkrhIyljBKXBR1TGCErAT1K2CcoYMWnTJilj5KShTVL6yMkoKWloO/FFSMmx5lsEpY+YjJGSgJ+YjBGSBh8xSSl5CHac+gFrrIWPpIwRlAYfURkjKAE/SdkmKGPEpE2bpIyRk4Y2SekjJ2OkpKFNTuaUkoCfmIyRkoCfmIwRkgYfMUkpeQjW2NmH9dXCR1LGCEqDj6iMEZSAn6RsE5QxYtKmTVLGyElDm6T0kZMxUtLQJidjpKRNm6D0EZMxUhLwE5MxQnLUvsfHKkrJQ1BOStMkKVPkpE2dqIyVkzZNorJJUKbKSaBZUKbISUOdpGySk0lS0tB08ksUk0CznGwSk7FC0qZOTqYISZsmOUkpWQs7Tv2ANbaCJkmZIidt6kRlrJy0aRKVTYIyVU4CzYIyRU4a6iRlk5xMkZKGJjk5TTEZKyRt6uRkipC0aZKTlJK1sMbOPqyvFTRJyhQ5aVMnKmPlpE2TqGwSlKlyEmgWlCly0lAnKZvkZIqUNDTJyVQxCTTLySYxGSskberkZIqQHGu/4bFRStZCOZkbV1ZKCUobW1ZKCEoXV1i6klJCTNq4klJCTNq4krJKTopISRv3BCggJceadwSlKyUlRKSLLSalZKSNKyYpI71hx6kfsMZ64MpKKUFpY8tKCUHp4gpLV1JKiEkbV1JKiEkbV1JWyUkJKWnjCspJS0kJEelii0kpGWnjiknKSG9YY2cf1lcPXFkpJShtbFkpIShdXGHpSkoJMWnjSkoJMWnjSsoqOSkhJW1cQSkhJW1cQelKSQkR6WKLSSkZOda+85goI72hnJwkRlTmEJTAgaTMIShttk6tjASltJi0MZJSWk7arN6tRnJSXEjamJOgsJQc20UpKO9/1cksMtLGiMkcUhI4EJMUklGw49QPWGMDMaIyh6AEDiRlDkFpc/qCGglKaTFpYySltJy0WR7okZyUFpI2Rk7mlpJAISZzyEgbIyZzSEngQExSSEbBGjv7sL4GYkRlDkEJHEjKHILS5tzW/khQSotJGyMppeWkze6F/ZGclBaSNkZOSktJGyMoh4M8MtLGiMkcUhI4EJMUklFQTk6Db3j7N2Xfx82nLsfJc2tZ97H70Y2s7QPA3tE9LN2Zt7OxtzaBl/LV2/n3AeCTrv5E9n08/Oid2ffxM5/+uuz76DHsOPUD1thIfv5RL8y+j43hPk56LkgWy3Le5gEUYjJmZe8QLl/ezdo+AOzuD7AyzCdZDad2M/YAAVzUwNmLw6z7AIBnviv/e6THsMbOPqyvkfzCT4et9B3DxT3g/Fbet9n57fwvgSNrClt5syLYyNvVB1BIyZiVu0PJJQttBhP4XPWt/51SMgHKyWmTU1TefOry0e85RWVOSbl39KCzkUtSZpWTPZKSQF4xSSEpBjtO/YA1VoCconJjeBDxyCkqc0pKOzWZS1LmlJO7+wd/nJxyMqeUvGj92XOKSQpJMVhjZx/WVwFyikp7qG9OUZlTUh5ZOzjuXJIyp5y0k5I55eQkpCSQV0xSSIpBOdklcohKW1AacojKHILSFpOGHIIym5ykmGyFQjIL7Dj1A9ZYYXKISltQGnKIyhyCsmo4dw5BmUtO2mLSkENQ5hCTFyv+zDnEJIVkFlhjZx/WV2FyiMqqxVJyiMocgtIWk4YcgjKXnKwawp1DUM6ymKSQzALlZJeRlJVVktJGUlhKicoqOekiISvF5OSEZCQwOSEJyEpJysiJwI5TP2CNzYykrKySlDaSwlJKVPrMNSkhK6XkZJWMdJGSk5JCskpE2khKScrIicAaO/uwvmZGUlY2regMyApLKVFZJSddJGSllJz0mU9SSk5OSkgCslKSMnIiUE7OChKisk1Q2qTKylRB6SMmDamCUkROUkzWQiE5cdhx6gessRNEQlS2CUqbVFmZKihDFsFJFZQSctJHTBpSBWWqmGyTkTYSYpJCcuKwxs4+rK8TREJUtglKm1RZmSoofcSkIVVQSsjJkIVuUgXlrIlJCsmJQzk5q8TIyhA56RIrK2MkZYiYdIkRldFycoJCEpislDTEyEnKyKnDjlM/YI2dIjGyMkROusTKyhhJmbI6d4yojJWTIULSJUZQxkrJEBnpEiMnKSOnDmvs7MP6OkViZGWInHSJlZUxkjJETLrEiMpYOZmy8naMoJyklDTEyEnKyKlDOdkXQmRliqQ0hMrKEEmZIicNIZIyWE5SSo5BGdk52HHqB6yxHSJEVqZISkOorAyRlCly0hAiKUPlZIqUNITIyVApmSIjDSFSkjKyc7DGzj6srx0iRFamSEpDqKwMkZQpctIQIilD5WSKlDSEyMmuS0nKyM5BOdlnmoSlhKCso0lcNklKCSlZR5OsbJWTE5aRhmlISaBZTFJEzgTsOPUD1tiO0yQsJQRlHU3isklSSkjJOppkZZuclJCRdTRJyiYpKSEg62gSkxSRMwFr7OzD+tpxmoSlhKCso0lcNklKCSlZR5OsbJOTEjKyjiZJOQ0pCTSLSYrImYBycp6okpU5JaWNKyyrJGVOOWnjispKOTklIQl0S0pSRs4k7Dj1A9bYGaNKVuaUlDausKySlDnlpI0rKqvkZE4haVMlJ10pmVNE2lRJScrImYQ1dvZhfZ0xqmRlTklp4wrLKkmZU07auKKySk7mFJI2VXKyS1KSMnImoZycdz77L35oavs+eW5tJCknJSarGJ4ZTlVGGqYlJQ1//rifner+iRjsOPUD1tge8Guf9qNT2/fJC4ORpJyUmKziqpWdicnIKoygPLW7NDERWcV/ecePTW/nRBLW2NmH9bUHvOLlciuCh3J+S40k5aTEZBXD4eRkZBVGUE5LShq+/XspInsC5SQZZ5qy8uO3XTaV/Q7XL0xlv8B0hSRlZG9hx6kfsMb2kGnKypXhdF5Sly5Nr8aeE1gNOxbKyN7CGjv7sL72kGnKyq2d6ZwW1len91JeXpzevikjewvlJGlnGsJykqJy0nJyGkKSInKuYMepH7DGzgnTEJaTFJWTlpPTEJIUkXMFa+zsw/o6J0xDWE5SVE5aTk5DSFJEzhWUk0SG3AIzp6zMLSdzy0iKR+LAjlM/YI0lI3ILzJyyMreczC0jKR6JA2vs7MP6SkbkFpg5ZWVuOZlbRlI8EgfKSTIZpOWlpKyUlpPSMpLykQTCjlM/YI0l3kjLS0lZKS0npWUk5SMJhDV29mF9Jd5Iy0tJWSktJ6VlJOUjCYRyknSHFIGZIitT5WSKjKR4JBlgx6kfsMYSUVIEZoqsTJWTKTKS4pFkgDV29mF9JaKkCMwUWZkqJ1NkJMUjyQDlJJltfIRmm7j0kZM+ApKikXQEdpz6AWssmTo+QrNNXPrISR8BSdFIOgJr7OzD+kqmjo/QbBOXPnLSR0BSNJKOkCQnCSGEEEIIIYQQQgghRJzBtA+AEEIIIYQQQgghhBAyn1BOEkIIIYQQQgghhBBCpgLlJCGEEEIIIYQQQgghZCpQThJCCCGEEEIIIYQQQqYC5SQhhBBCCCGEEEIIIWQqUE4SQgghhBBCCCGEEEKmAuUkIYQQQgghhBBCCCFkKlBOEkIIIYQQQgghhBBCpgLlJCGEEEIIIYQQQgghZCpQThJCCCGEEEIIIYQQQqYC5SQhhBBCCCGEEEIIIWQqLEz7AOaBE+pqvat2ocwVavQPoFTFde7v5S+Vv1dvr91tatrSY9e72xXHpyuvt+7f0EbTfQ2tx1Be1i23j7Xp0d74Zd1y+6jl0WXl3G79pUZPa3GTex89to2quKxG9y2O7eCyttourrfvP/p97Ho92u9YO+Y6dXDZvv+ofaWd+wCDse2s2xSgoMaO31yyf3/nu3du1Fo/GYQQkoBSg4qTtznnmJPuwRlpdDZSauwa97bDZy33d3NJQTn3H9+mei+VR+WWfRwc/vh1quG2g1+Uc139bdb5vKK90bYVda36NoM+9Jiq6uToGNzjUuPHVdxn/OlW1h1U2YZzEPbT7RzM4QerDh9YxXb2ZVWznfXac/9Iyrndve/Yg6q5jzr04Ef/v/OdN7O+EkJEUGtXauzvmkvlfzXV5dD1BxdNLRk/x1fUqYpaUldfmurfoaNQh45qvC4A1mcGn20Pb+ReN75/VXHd4f0Um45fG7qvQ8dasZPD99dR7dm1eux+7mMzNbqpXesYxp9L3diW3S8+fHx2m9b+ld2m07dWVlvO3wVQeOe7z7PGZoRycgLsYgePXXgy1EABagAMFNRwWLx7BgNgOIAqr8dgUPyo8kPp0Pw+sH4vrtdKFdnXsp3RZet3PRiMPsTqAaAHavQhWA9VsZ0qrtemagzKbe37jbVRbKeVac/8Xn09Dt2GUYXSA0tOmsvOfdzrR7ehvO7QfXRNGweSUA/0eKUcmPtoqLINqIP/lfl/UJ60lMZgoEfXD1Txe/EDDAf7Y78PYP1ebjdQGkNVXB4ojYVyu9HvSluX90a/L45+38ei2segbGOoNBbUHoYoLi+qvbL9/eL38j5D7B/cBo1FdRFDpcvri98H2MdQ7WMRxXZDs115DEvYK/YJXd6mMQAwVMAiFIZKYQCFRQzK3wfFZVWccoZX/9uJHO81Qsi8oaHUEoBB2bFYKOophhiMfi9qrLlc/L5Y/I8BBoMFKAyL2zDAsLxNYVj8Xp7BBljEQA3Ly0MM9QIGKC4vYAEDPSh/H0Lpwei8N8QQxS0KQzUoyjYUFtSgKN9QUApYUApKqfJcWlw3UMXvZUkdXTblfjg4+BgwLLdXUOV25rIe/e5uW+xLH7Rn6tloX8W5ffT7qD1ttaexMLqPHttuYaChyrpRPMb9cl8aw4FdCw9+V6q8bVBcHgzK+wzKujs4qLWD4T7UoPxoNdRAWaPVQnGdKj8jmMsYAGpYHLgaKGBBlder8rOZOvh9YTD6HQtFY8q+PChvH1q/LwwP7qMG1uUBMLR+XxgefNazLw8G0MOD37EwLB/cwWVtLi8sHFxv3Wdh+AWsr4QQGfZ3gAc8oTyhDg9OrPZJdTBEeVId367oQJXnfmBZFbVoiPJ0aepIebsqLw/Lruqo3hx0ZUe3Keu+5rsdq8t7cL3ze/N2amw7NbadOtSe+SLzoD2FQdk/PdTeWNuqPP2XX3EO1Gg/qvwcUHlMhx6Hsn7X449PWcduPY7iMemD60fb6fG/y1h7+vB25XNT/F62Z2q/dXn0XJntRu1Zt41tV34WAEa1f9TeYN869v2D14Dpczu3FZ8lDn4v7r8/2mexXXl5sFcexz4Gg73if7VfXt63XiQDDK76B9bYjHBYNyGEEEIIIYQQQgghZCpQThJCCCGEEEIIIYQQQqYC5SQhhBBCCCGEEEIIIWQqUE4SQgghhBBCCCGEEEKmAuUkIYQQQgghhBBCCCFkKlBOEkIIIYQQcf7gjn/GHdunxdv97Y/8G/719CnxdgkhhBBCyHRQWutpH0PvUUq9F8D2tI+DkA6xorV+1LQPghAy27C+trIK4BEAzgP4YMXtnwRgF8AtAvu6FoAGcFt5eRHApwD4FwB7wvu8tvz/1oQ2+grrKyFEBNZYQg7BGpuRhWkfwJywrbX+zGkfhCRKqUtQdHQ+R2v9oWkfDwAopb4LwJ9qrW9JaOOZAN6utX6/dd3rAbxNa/3T0z6WvqCUese0j4EQ0gt6V18lUUr9EoD3AHgagK/XWn/Auf0kgBdprX82cT8KwMcA/Det9U3ldd8D4Kla6y+S3qdS6okAfpXP/WFYXwkhgvSuxrIPO51j6QussXnhsG4Sy/9EceIandSVUn+llPqNaRyMUuoBAF4B4JR1XczxfCaA73KueyGA5yuljtXs+1VKqZ+Z0LEQQgghrSilVgF8LYBfBPAnAL7Zuf0hAI4DeKfA7v4DgBUAb7GueyqAN2ba500AjiilHpPYDiGEkPmCfdiD/bAPSzoF5SQJRim1BuBbAPyKc9OnQ6aTE8PTAPyt1tqehCrmeN6IokM1Qmv9HgAfBvB17sZlWuTLMN4By3YshBBCiCdfiaKD8RYArwXwDKXUonX7YwDsA3iXwL6eBuBPtNYXAUApdRzAfwTwJmc7kX1qrS8A+LNyv4QQQkgr7MMewD4s6SKUk5Ph1dM+AGGegqJz8VZzhXACI4axhEbC8dyE6jTGmwB8TcX2rWmRDMfSB/r2niCETAeeS+r5FgC/pYvJxf8ExVQ+X27d/hgAN2utz9U1oJR6k1LqXUqpNpn4VABvsC7/JwDv01p/1NlOcp9vBOVkFXxPEEKk6Nv5hH3YA9iHjaNv74lOQTk5AbTWfXsRfz6Ad+rx1ZQkExhB1CQ0oo6nIY3xdgCfVQ6Ts/FJi0gfy8zTw/cEIWQK8FxSjVLqoShq0W8CgNZ6F8DrUQhLw2PQ0uHQWn+51vrRWutHt+zrwQButK5+CoA/rdhcZJ8lfwbgkUqpa1u2myv4niCESNHD8wn7sAewDxtBD98TnYJyksTwQAB3ONe1piEyUpXQSDmeqjTGx1GsPHo/53qftIj0sRBCCCFNfAuAf9Fav8+67rUAvricUwpoGKqllDqhlLql/H1YJhmHNft6GoA3a63PW9fdAuC6im0r9xm4P8MDAWwC+ETLdoQQQgjAPqwN+7Ckc1BOCqCU+jyl1NuUUltKqTuVUj9d8e1E1f2+Uin1+0qpj5b3/Vel1EuVUkcmcdwJrALYdq5rTUM0oZT6MaWUbvl5fM3dqxIaKcdTlcbYKv8fPa8BaRHpY+kkSqkHKKVer5Q6rZQ6o5T6A5/jVkp9plLq1UqpDyqlNpVStyqlflMp9aBJHDchpLvMYX1NRim1AOAbUMhIm79DsaL2N5bn10sB/N+qNrTW95S3Q2u9B+BOAHXnZLeDg/LyU8pjMcdVu8/A/dn7vVFr7X4vCYwwAAAgAElEQVQe6SWssYQQaeawxrIPC/ZhXVhfuwPlZCJKqU8F8Jcovrn/TwCeD+AbAbzG4+7PBrCHYtWwJwN4JYDvBPCXSqkuPzf3ALjEuS41gfEKAA9v+Xl7zfHcgsMJjZTjqUpjXFr+f7d1nW9aRPpYOocqJpj+KwDXo+gUfz2AhwH4a6XUesvdvxrAIwH8HIAvAfAcAJ8B4B3qIOFDCJkz5rS+SvClAK4C8B6l1KPMD4rz7N8A+CYUc00BwAV7G6XUw612TiqlLlNKKQAPQFH7x1BKXQ7gsQD+yLnpn1DUrsdZ15m5p+r22bo/h0OrgfcV1lhCiDRzWmPZhy1gH7aE9bVjaK35k/AD4A8B/BuAReu6ZwDQAD6j5b6XV1xn7vuEaT+2huN+NoD3WpcfVB7z4xruc8b6/c8BPFTweD4LwEkACxLHA+CHAfy+s/03A7jdue7vAHzLpI+liz8Avg/FhxT72B8E4CKAH2i5b9X74IEo5ji5YdqPjT/84c90fuaxvgr93d5UPs6mn7+vuf49Vjv/AOBRKDqcr6rZ1zcBeFvNba8E8HPW5Zc27dNnf1Zb9wdwAcCl0/57T+g5ZY3lD3/4I/ozjzUW7MOa69iHPThO1tcO/XT5m43Oo5RaRPFt0e/qYuJXw+8C2EXxrX4tWuu7K67+p/L/a0QOMg83Ani4Uuqy8nJbGgIIT0SE4CY0Uo+nKo3x+ShOugCC0iI5jqWLfDmAf9Ba/7u5Qmv9ERSr4QW/D3Qx38nd6Pb7gBCSiTmur8noYkEZ1fLz2TXXf4rV1MdRrPD59QCepZRaUkq9WCn1CqXUT5TbVA3pNrwR1urgWuvntuxzbH8AULNPlO2+RWt9X+rfa0ZgjSWEiDHHNZZ9WPZhXVhfO8RC+yakgYcAWAHwXvtKrfW2UupDAB4R0aY5IXwg8diyobV+j1Lq7SiizL+Ig5PXW51N3wvAdDruAHA1gKcD+Dut9SnB49FKqTehOIG8OeV4lFL3B/BpAP7Y3EkptQLgKwA8yWrrywD8k9b6rkkeS4d5JKoL0PsAfFVoY2XhuwIdfh8QQrIyl/W1Y9yB4kP7E7TW55VS34viOTkF4Mpym7cC+O2a+/8VgEuUUo/WWvus9Dm2v/K676jYJ9AsRfsIaywhRJK5rLHswwJgH9aF9bVDUE6mYeZwOFlx233W7V4opa4BcAOA/6O1fkfiseXmhQB+Vin1Kq31cwE8t2V7k4j4AgBPzHA8bwTwKgDfm3g8VWmMbwbwj1rrf7Cua0uL5DqWrnIp6t8H7twujahiAYVXofjW6VfSD40QMoPMc33tBFrr73au+jQA32GnbLTWL2u4/y6AYwn7q9xnue2TKrbtM6yxhBBJ5rnGsg/LPqwN62uH4LBuT1TBgv0DQJU366q7BLa/geKEcBHFZMSdRmv95yi+cbq/511MIuKpenzyXSlGCY3E46k6YV8A8D3OdV5pkQzH0mWS3wclvwDgcwB8nda6qlgQQnoE6+vM8EcAXqOUerlS6j/2eJ9dhTWWEBIMa+w47MOyD1sB62tHYHLSn8cB+GvnOhN5r/p26RIUceBWysj1mwA8GMWksx+LPchJorX+uYBtqxIRkscikdCoTGNorV9dcV3utMisJUNOov594H1yVkq9FMC3AfgGrfVfCB0bIaTbsL7OAFrrN2DCnY1p7LOjsMYSQmJhjXVgH3byx9JhWF87BOWkP+8E8B+c6z4EYAfFXAUjyhP1gwH8Xluj5YTEv49ihawv0lq/R+RoCZks74PzPih5BID3+zSglHoegOegGErwvwWPjRDSbVhfCWmGNZYQEgtrLCH1sL52CA7r9kRrfVZr/Q7nZxfF6ldPLyPyhq8EsIzim6RalFIDAL8J4AtRxKH/oWl7QjrMmwA8Vin1YHOFUuo6AJ+LlvdBue33AvgxAM/TWv98pmMkhHQQ1ldCWmGNJYREwRpLSCOsrx1CaV01xJ74Us7J8PcA/gzF/BXXAXg5gDdrrb/K2u4ZAH4VwBdqrf+mvO6VKFaifDEOr2b1sVmJxhOilFoH8C8AtgA8H8XcHS8CcATAp2qtz5XbPRDFt7U3aK1vKK/7agC/BeBGFJNU25zRWnt9a0UI6Resr4QUsMYSQqRhjSWE9bVrMDmZiNb6XQCeBOBqAH8C4CUAfgPANzibDgAMMT656peU/z8PRXGwf74l31ETIks5CfITANwM4H+j+Db1IwCeYE7qJQrF+8A+9zy5vP7JOPw++KXsB08I6SSsr4QUsMYSQqRhjSWE9bVrMDlJCCGEEEIIIYQQQgiZCkxOEkIIIYQQQgghhBBCpgLlJCGEEEIIIYQQQgghZCpQThJCCCGEEEIIIYQQQqYC5SQhhBBCCCGEEEIIIWQqUE4SQgghhBBCCCGEEEKmAuUkIYQQQgghhBBCCCFkKlBOEkIIIYQQQgghhBBCpgLlJCGEEEIIIYQQQgghZCpQThJCCCGEEEIIIYQQQqYC5SQhhBBCCCGEEEIIIWQqUE4SQgghhBBCCCGEEEKmAuUkIYQQQgghhBBCCCFkKlBOEkIIIYQQQgghhBBCpsLCtA+AEEIIIWTWUUo9HsDjK256hdb61GSPhhBCCCGEkNmByUlCCCGEkHQeD+BHK36OT2LnSqlfVEpppdRDJrE/Z9+frZS6USl1Wil1Tin1d0qpL41s66uVUn+tlDqplNpUSt2slHqNUuqIxH4lj5UQQgghhMhAOUkmBjtO7ftlp4kQQmYTrfULtNaq4ueWCR3CpwM4C+DDE9ofAEAp9UUA/hbAYwH8NoBXA3gQgD9WSj0zoJ2BUurXyzbuB+C1AH4ewDsAfAmAY6n7lTpWQggh8wX7sezHkvworfW0j4HMCUqptwF4FIBjeoIvvLIz8mcANlF0RjYBPB3ANQC+UWv9Gs92BgB+DcAzANwM4C/Kth4A4AsBPEZr/bHY/UodJyGEkPmirE9nAPyz1vrzJ7jfRRT18CoAn6W1fk95/QkA/wzgKIAHaa3v82jr2QBeDuBnAfyA1nrfum0AAOa6mP1KHishhJD5gv1Y9mNJfignyURgx6l5v+w0EULIbKKU+lwAbwHwG1rrb7Cu/2QAHwDwKq31d2Xc/ysBfEfFTfsA1rXW2xn3/WQUnZH/pbX+Vue27wPwCgDfobX+5ZZ21gDcDuBeAJ+std6T3q/UsZbbPx3A9wK4HsA6gE+gqNU/qbV+S9v9CSGEzA7sx7IfSyYDh3XPAUqpzy1j6L/uXP/JSql9pdQvZd7/KwHsofgA/3nlsWil1J5SaiXnvlF8E3QdgNeaEyUAaK3vAfCTKE6WX9XWSNlxeh6ADwF4ln1CL9vbd64L3a/IcVrH+3Sl1FuUUvcopbaUUh9VSr1BKfV5vm0QQgjx4vby/2vsK7XW/wrgrQD+c0hjSqmbyhr5eM+7vBXAH5a//wGAF5Y/P5hTTJY8rvz/Lytuu9HZpoknopib8w0AFpVSX6WUeq5S6luVUtcK7VfkWJVS3w3gdSg6Yb+DoqP3NyiG1T++7f6EEEL8mHYfttwX+7Ht+2U/lojA1brng9qOk1LKdJy8Ux1KqZtQfID/Aq31TR53eSuAKwF8BYqOkzlpne1Qx6ktKWE6Tr+CouP0nwE8FMA9AG7UWt+auF+p4zQdp19AUYB+B8A5FPN3PQ5Fx4mpDkIIkePjADScGlvyPhSdmSu01p/IsXOt9WuVUg9FUWNfprX+x6btlVIvCGy/afuHlf//e8VtH0Lxd3mox24eU/6/D+DdVrsAcEEp9Tyt9csT9yt1rN+M4nPVp2qtN82VSikF4BKP+xNCCPFDtA8LsB8L9mNJh6GcnA/Ycep+x0nqOAF2nAghZGJorXeVUvcAuH/DZqsBTT4DwBoAt7PQxKNR1Kf3tG2IYgXxEF7QcNvR8v8z7g1a6wtKqS04C9nUcEX5/w8A+CcA/xVFPfwcAP8LwMuUUh/QWv9xwn6ljhUAdgFcdNrQADhkjRBC5JhqHxZgP9Zzv+zHEhEoJ+cAdpwAdL/jJNlpAthxIoSQSXI7gEcrpY5qre3z+OMAnAbwseq7HaYiweDDowHcbH+Qb2hfRbRfh2krdQJzM83QDoCv0FrfWV6+USn1zSiSF98PwNTYmP1KHevrAPw4gPcqpV6HYkj332utzye2SwghxCJDHxZgP5b9WNJZOOfk/HA7gA2l1FHn+qiOk9b6gz6dIIugjlPIT0tzuTpO/6y1Pqu1vhHFNzxA0XGK3a/UcQJFx+lBKDpOL1JKfZFSal2gXUIIIdUcGnqmlHoaigVTfqttgZcUlFLHATwQwLty7aOB0+X/hzod5QT5q9Y2Pu28wxKThr9EUXsfU7F9yH6ljvVlAL4dwHkAzy+P7x6l1K8ppZjqIIQQWVr7sEqpJaXU7UqpsSHeSqkXK6XutOcuZj+W/VjSXZicnB9uR3FivQbltxpWx+mVE+o4/U6ufTQwKx0nqeMEio7TSQDfiaLj9HwA20qp30GxOttJz3YIIYT4YeTk/QF8QCl1BYo5k04CuCHzvh9d/u8lJ4WHnP1b+f9DAfxf57aHoOiwVA3zcrm5/P9QndNaa6XUWRwkM2L3K3KsZXrj1QBerZS6EkUH+ZsAPBPApQCe2tYGIYQQb3z6sHtKqVcAeJZS6pe11ntKqa9HIdy+IHJEAsp9sR/bvl/2Y4kIlJPzg1fHSSn1SShW1XoCgLMAfhXA88sP47Gw49S+X6njZMeJEEImzyg5qZRaQjFp/hUAvtTuCGSqsZ9a/v9uz+0lh5z9DYDnoJhs/3ed255U/v+3Hvv46/L/h7s3KKVOADiBgzoZu1+pYx2htb4LwO8qpV4P4IMAvkQptaC1vthyV0IIIX74fvn3KgD/E8BXKaVuQ9EXembbHJEesB/bvl/2Y4kIlJPzQ2vHSSn1KBQf3l+MYk6KawG8FsC/AviNhH2z49S+X/FOE8COEyGETAhTY68D8HsAHgvga7XWo5UrfWtsOfxsDcCtnsPOTpT/n/U5UOE5J98M4BYA/00p9bNa6/cCo7r4LBQpl9+z76CUur48jg9ax/TvSqk3A/hCpdQztdavKbdVAH6s3Oz1KfuNvM8hlFJfDODNzoiTNQAbKObJ2m9rgxBCiDdeX/5prc8qpV4J4EdQ1MWXaK1fJ7B/9mPb98t+LJFBa82fOfhBMZ+ERnECfCOKSWaf7mzzFgDf41z3cgC/6lx3LYoo/Zrnvm8o9/15U3jciwA+AmATwKOs60+gmAj5NIDLnPtcD+D6irb+T/k4nmldp1B8U6dRFMGo/cYcZ8Nj/mIAQ+e6DRQr3p0DMJj265E//OEPf/r0A+DJZR3YLuvr11Zs41tjbyrberznvp9Wbv9+AC8p6/xjJvjYnwjgQlmnXgXgp1HMYz1WL63tNcpwhHP9wwDcg0LuvQFFwvRt5fbvBnAkZb+x96lo41R5n98B8BMAfh7Ah8s2XjTt1yJ/+MMf/vTpBx59WGvbTyq3fX1De+zHHlzHfix/OvWjyiec9Byl1JMB/BmKOSUWADxDa/1b1u0PQxH53sT4ZLZLAF6jtf42a9ubUESsv0BrfZPHvp8G4A8BfABFh2MXwB9prd+Z9qj8UEo9EcCfonhsv13+/3QUc5d8oy4TGtb2Re/JSZeUf6O/RxEpfxMOVjn7bBSrt32u1vqstX3ofoO2b3i8p1CcvN8C4KMoEh1fimJy4R/TWv+wTzuEEEL8UEp9CgqBtg3ga7TWb3Buz1Zjy/v8CIoO3DUAhgCeoLX+6+Z7yaGU+hwUHcfHlvt/F4CX6oOVP+1tK2tsedt1AF6EonNyCYrEzOtRSL9Dq4CG7DflPs79vxPAU1Ckaa5Ekbj8IIBf1DIpHUIIISVtfVhruwUU/ajPB/A2rfUX1rR3E9iPZT+WdBLKyTnBo+P0X1CkFJ5Ycff7tNb3WdveBHacsnScUjtNZRvsOBFCSIcIqbGEEEIIKWjrw1rbvQrAFwH4GhQS7rO11v9Usd1NYD+W/VjSSSgnCQBAKfXlAH4dwOWa8zgQQgghYrDGEkIIIXlQSj0LxarOj9Va/6tS6rcBLGqtv3LKh0YICYBykgAAlFKXo5gI9/cB/BSKOZ8eCeBBWuufnOaxEUIIIbMMaywhhBAij1LqqQBeB+ApWuu/Kq97NIB3Ani41vrmpvsTQrrDYNoHQLqB1vpuAF+GYhWvt6OYhP5/oFhFlBBCCCGRsMYSQgghsiilPgPAbwL470ZMAoDW+l0A/hLAD07r2Agh4TA5SQghhBBCCCGEEEIImQpMThJCCCGEEEIIIYQQQqYC5SQhhBBCCCGEEEIIIWQqLHhsw3HfZOpc/yM/07rNJTfvJ+/n9IPbff37X/L9yfshRAA17QMgIrDGkqnz4ad8Z+s2W7uLzbdfaP9IuafbT1v/39/+VOs2hEwA1tjZh/WVTJ2XvfS5rdvcfd9e4+0XLrb3cY9uNNdoALjhRS9t3YaQCVBbX33mnOSJnYjiIxrrkBCQsfiIyzooNEkG2HHqB6yxRBQf0VhHm4BsvK+HnGzCR1zWQaFJMsAaO/uwvhJRfERjHW0CsgkfOdmEj7isg0KTZIBykkyGFPFYxTRlZBspsrIKCkwSCDtO/YA1lniTIh6rSJGRh9pKlJMuKbKyCgpMEghr7OzD+kq8SRGPVaTISJdUOemSIiuroMAkgVBOEhmk5aNLl2VkG9Ky0oXykjiw49QPWGPJCGn56CIpIw+1LSwnXaRlpQvlJXFgjZ19WF/JCGn56CIpI12k5aSLtKx0obwkDpSTJIzcEtJmloVkHblFpQ2l5dzCjlM/YI2dQ3JLSJucQnJsP5nlpE1uUWlDaTm3sMbOPqyvc0huCWmTU0ja5JaTNrlFpQ2l5dxCOUnGmaR8dOmjjGxjkrLShfKyt7Dj1A9YY3vIJOWjy6Rk5KH9TlBOukxSVrpQXvYW1tjZh/W1h0xSPrpMSka6TFJOukxSVrpQXvYWysl5Z5oycvf4Pi55f/EaXDo3vZfTxi3nce669antf+do8Tc4dy2wsDm9z7yUlb2BHad+wBrbA6YpI6984Fls3Vd0Hu6698jUjuP0zjKWBtPpuAHAxvJucRzby1M7BoCyskewxs4+rK89YJoy8rKj+/jYJ4qAybnN6dW3e0/t4ujG9L4AXFos/garK0O0q6N8UFb2BsrJeeK6V/7koetW7hhOZN+7x8e/2TFS0mZSgvLozWfGLu8vHf4bTEpWGjE5tu9rxy9PSlhuX3b47//hZ/3ARPZNRGHHqR+wxs4YNz/puw9dtzCcTKrhygeeHbtspKTNpATl6Z12CTgpWWnEpM20JOV9FX+XL/nHl0zhSEgirLGzD+vrjPGLP/OcQ9ed357MW/Gyo+N13EhJm0kJyntPHa5pLpOSlUZM2qyujPepJyUsFyse8g//KIXlDEI52WeqZKQhp5R0RaRNlZQ05JSTrpC0qZKTNjlFZZWcHO332tqbsgrLKklpoKycCdhx6gessR2nSkYackpJV0TaVElJQ0456SMk68gpKqvkpKFLktJAWTkTsMbOPqyvHadKRhpySklXRNpUSUlDTjnpIyTryCkqq+SkwZWUNjmFZZWkNFBWzgSUk32hSUS6SIjJJgFZRZOUdJGQlE0y0qVNTrpIyMomKXlofw2SsgoJcdkkKF0oLDsHO079gDW2QzSJSBcJMdkkIKtokpIuEpIyRUa2ISErm6SkyzQkZZOgdKGw7ByssbMP62uHaBKRLhJisklAVtEkJV0kJGWKjGxDQlY2SUmXJklZhYS4bBKULhSWnYNyclYJkZGGFCkZKiMNIVLSkCInQ6SkIVROGlIkZYicHO0vUFIaUmRliKQ0UFZOHXac+gFr7BQJkZGGFCkZKiMNIVLSkCInc0pJlxRJGSInDV2XlAbKyqnDGjv7sL5OkRAZaUiRkqEy0hAiJQ0pcjKnlHRJkZQhctIQKikNKbIyRFIaKCunDuXkrBAjI11C5GSsjDTESEmbEEEZIyRtYuWkTYiojBGTY/uKlJSGEFkZIyddKCsnDjtO/YA1doLEyEiXEDkZKyMNMVLSJkRQTlJI1hEiKmPEpM0kJWWMnHShrJw4rLGzD+vrBImRkS4hcjJWRhpipKRNiKCcpJCsI0RUxohJm1hJaQiRlTFy0oWycuJQTnYZCSFpaBOTqTLSJlVMGnwEZaqYBGTkJOAnKFPF5GhfiYLSpk1WSghKA0XlRGDHqR+wxmZGQkga2sRkqoy0SRWTBh9B2QUxafARlKli0jBrgtJAUTkRWGNnH9bXzEgISUObmEyVkTapYtLgIyi7ICYNPoIyVUwaUgWlTZuukhCUBorKiUA52UUkpSRQLyYlhSQgJyUNdXJSQkjaSMlJmzpRKSUnR/sRlJRAvaiUFJQAJWVm2HHqB6yxmZCUkkC9mJQUkoCclDTUyckuCck66kSllJw0TEpSSgpKgJIyM6yxsw/rayYkpSRQLyYlhSQgJyUNdXKyS0KyjjpRKSUnDZKSEqgXlZKCEqCkzAzl5LSRFpE2tpSUFpE20lLSxhaU0lLSkENOGmxJKS0mx/YjLCltbGEpLSltKCzFYMepH7DGCiAtIm1sKSktIm2kpaSNLShnQUq62JJSWkzazKqktKGwFIM1dvZhfRVAWkTa2FJSWkTaSEtJG1tQzoKUdLElpbSYtJGWlDa2zpKWlDYUlmJQTk6DnELSsHLHMKuQBPJKScPSOZ1NShpyyknDuevWs8rJ0X4ySkqgEJU5BaWBojIJdpz6AWtsJDmFpGFhuJ9VSAJ5paThrnuPzKSUdFka7GWVk4ZJSMqcgtJAUZkEa+zsw/oaSU4haTi/rbIKSSCvlDSc29ybSSnpcnRjIaucNOSUlEAhKnMKSgNFZRKUk5PkuteWL9azeTocq1edAwDsfCR+JU4f9q/Yxdr7Vop93p3vZXDJBzcBAMPNC9n2gQ/dhsFGkW68+IDLs+1m+8pVAMD5K/OdeDevVOW+9rB0Km8R2b2s+NAw2Myzn72N4tvGj377/5+l/Z7DjlM/YI0N5G2fX5wvTqxtZmn/AY84DQDY387S/IjVxxzD3seKen76A/nO5SdPF3Xp7vP+C7qFct/OEtYWivP5yjB+FdM2rjlWfIm5tZtP6F5+WfGc3Hn3UZzLuB8A+PC54jk5vngxS/u3bS0BAL7t3S/I0n7PYY2dfVhfA8ktJe93opB4953Je269/JJdfPSO5XJf+d7Kd967AwDY2cknWe89szeSbUfX8vUvN8q2V5bz7ePoetH2YAjsZPa5RnHlEpV75UedF9xASRkB5WRuRkLSkEFMGikJ5BGT+1eMnyWMmBztX1hQGilpEJeTH7pt7KKRkzbSotLISYO0pDRi8mB/453AHLLSCEogj6Q0gtJAUekNO079gDXWAyMkDTnEpJGSQB4xufqYY2OXjZg0SAtKIyUN0nLyvp2lsctGTtpIi0ojJw3SktKIScOddx8du5xDVhpBCeSRlEZQGigqvWGNnX1YXz2YRErSSEkgj5i8/JLxPqwRkwf7lH07GylpkJaT954Zr51Vgk1aVG447UlLSiMmDQOn+RyyMvdw7z3nIw5FpTeUk9IckpE2QmLSlpE2EmLSFZE2rpQcOyYBQelKSRsRQelISUOVnDRISEpXTNpISEpXTI7vu74DKCEsbUFpIyUrXUFpQ1lZCztO/YA1tgJXRtpIiUlbRtpIiElXRNq4UtJGQlC6UtJGQlC6UtJQJScNEpLSFZM2EpLSFZM2rqS0kRCWtqC0kZKVrqC0oayshTV29mF9rWDSMtJGQky6ItLGlZLj+05/S7tS0kZCULpS0tAk1iQkpSsmbSQkpSsmbVxJaSMhLHMvoOMKShvKylooJ6VolJKGBDlZJyRtYuVkk5A0NIlJIF1ONolJIFFO1khJQ5OcNKRIyiY5CaQLyiY5Wey/vfMXKyrr5KRNiqhskpMGSspDsOPUD1hjLZqkpCFFTtYJSZtYOdkkJA1NYhJIl5NNYhJIk5N1UtLQJCcNKZKySU4C6YKySU4CzYLSECsq6+SkTYqobJKTBkrKQ7DGzj6srxaTGrLdRKycbBKShiYxWew77S3dJCaBNDlZJyUNPiItRVI2yUkgXVA2yUmgWVAaYkVlu+pKE5VNctJASXkIyslUvKQkECUmfYSkIUZM+khJoF1MGmIEZZuUNETJyRYpafCRk4YYSdkmJw0xkrJNTB4cg1/HL0ZS+ghKQ4yo9BGUACWlBTtO/YA1Fn5SEogTkz5C0hAjJn2kJNAuJg0xgrJNShpi5GSblDT4yElDjKRsk5OGGEnZJiYNPoISiJOUPoLSECMqfQQlQElpwRo7+7C+Iq+U9BGShhgx6SMlgXYxeXAM4W/rNilpiJGTbVLSECLPYiRlm5w0xEjKNjFp8BGUQJyk9BGUhhhR6SMoAUpKC8rJWLylpCFAToZISSBMTPoKSYOvmDT4CkpfKWnjLSg9paQhRE4afCWlr5i08ZWUvmLy4FjCOn0hojJEUAJhktJXThooKdlx6glzXWN9paQhRE6GSEkgTEz6CkmDr5g0+ApKXylp4ysofaWkIUROGnwlpa+YtPGVlL5i0uArKA0hojJEUAJhktJXThooKVlje8Bc19euSEkgTEz6CkmDr5g8OBa/t7avlLTxFZS+UtIQI8x8JaWvmLTxlZS+YtLgKygNIaIyRFACYX9zXzlpoKSknAwmWEoCXmIyVEgafMRkqJA0hIpJwE9OxohJwFNOBopJIE5OAn6CMkZOAn6CMlROAuGC0uAjKkMFpcFHVIYKSmCuJSU7Tv1gLmtsqJQE/MRkqJA0+IjJUCFpCBWTgJ+cjBGTgJ+cDBWTQJycBPwEZYycBPwEZaicBMIFpcFHVIYKSoOPqAwVlMBcS0rW2NlnLutrLikZKiQNPmIyVEgaQsUk4CcnY8Qk4CcnQ0t56yAAACAASURBVMUkED/s2EdQxshJwE9QhspJIFxQGnxEZaigNPj8/UMFJTDXkpJy0ocoIWloEJOxQtJQJyZjZaQhRkra1AnKWClpaJSTEVLSECsnDU2SMlZOGuokZYyYtImVlIY6WRkrKA1NojJGUBrmTFSy49QP5qbGxghJQ5OYjBWShjoxGSsjDTFS0qZOUMZKSUOTnIyRkoZYOWlokpSxctJQJyljxKRNrKQ01MnKWEFpaBKVMYLSMGeikjV29pmb+to1IWmoE5OxMtIQIyVt6gRlrJQ0NMnJGClpSF28pUlSxspJQ52kjBGTNrGS0lAnK2MFpaHpuYgRlIY5E5WUk00kSUlDhZxMlZJAtZhMlZJAupg0uIIyVUwaDgnKBClpSJWTBldSpopJgysoU8WkIVVQAtWSMlVQAtWSMkVOGuZEUrLj1A96X2NTpKShSk6mSkmgWkymSkkgXUwaXEGZKiYNrqBMkZKGVDlpcCVlqpg0uIIyVUwaUgUlUC0pUwUlUC0pU+SkYU4kJWvs7NP7+tpVKQlUi8lUKQmki0mDKyhTxaTBFZQpUtIgtbK0KylTxaTBFZSpYtKQKiiBakmZKiiB6uckRU4a5kRSUk5WISIlDZaclJCSBiMnJYSkQUpMAuNyUkpMAo6cFBCTgJycBMYFpZScBMYFpZScBGQEpcGISgk5abAlpYScNPRcUrLj1A96W2MlpKTBlpMSUtJg5KSEkDRIiUlgXE5KiUlgXE5KiElATk4C44JSSk4C44JSSk4CMoLSYESlhJw02JJSQk4aei4pWWNnn97W1y5LSYORkxJC0iAlJoFxOSklJoFxOSkhJgE5OQmMC0opOQmMC0opOQnICEqDEZUSctJgPzcSctLQc0lJOWkjKiUB4OyiqJA07HzkiKiUBGTFJHAgJyXFJFDKSSEpaZCUk4aLD7hcVE4CB4JSUk4CsoISKCSlpKA0DDYHooIS6K2kZMepH/SuxkpKSaAQk5JC0rC/LSslAVkxCRzISUkxCRRyUkpKGiTlpGFluCcqJ/8fe28eY1l6nvc999a+r71OL9PTTc7GmaGGFD2yaMmKHUvIH3FiGZARGHC8BDAQaLFlGwgEKIATIYhkW6KVPxzY0QIFguVYQWwH1EaFNiFaJE2OSA45nBn29N7VXd21dO37vfnj9tf11VffOed9v+/5bp1bdX4AoZlWzanqW/fec87vPs/7AvuCkiknAa6gBFqSkikoDeM9u1RBCRxbSVmdYzufY3d+TSElmULSsLDcQ5WSAFdMAvtykikmgZacZElJA1NOGkYHu6hyEtgXlEw5CXAFJdCSlExBaejp5gpK4NhKykpOXvut/xkAsLvDfXZfOruAxyvci8dXzzzEV29cph7z/OknePDeaQw8kG9PljB2s4GhexvUYwJA1zs36MdsrK2j+4xs+7aG1U9eoh/zybVu7Axyj7lxYRfdY9vYm+Oe3GsT22guc290mt0NoEG+L6i33spu/3f/gHvco6O6cToeHItz7K99/H8EAHx0hPtB1YsXHmPwrHwjsYT+T59Hc3GNekx88iXU7jzA7tv3qYfdnt3DzE2u9AKA9xcm6Mes15ro7+J/YHV1cpF+zDMvrWPtPvd6cPjyHubf78PiCvfk/c7COP1N4u3FbnxkhPu7enepdX35S7d/lnrcI6Q6x3Y+x+L8+gv/y/8AABjs5/51UkjJ86dWMbvAvS8+M7mGWw9G8WiBa+gezAGLK/zHYOaxYLGrkt29Jgb6+G9J56e5928AcHa6Fw3ypcDUWBM7e8DqBvcx2N4GGuR3ibWNXYwMcp+raxst4/kLv/Dz1OMeISdbTqYQk5fOLgAAVUy+euYhAFDF5PnTTwAAD947/ezPWIJy7Ob+Ow9LUHZ/dwYA0NwUrE4V0lhZaf2D9bELU1LuXDkDANia4ki/J9f239BYgnLjwv7NffdY60TMlJS1p5+OMiVls/vp84spKY+XoKxunI4HHX+OTSEmX7zwGACoYrL/0+cBgCsmP/kSAKB258GzP2IJyu3Z/Y/fWYJy9mkS78k277166em11UTv/u+KKSmvTbXkJCvlcOal/ecpS1AOX97/Xc2/3zq3MiXlOwvjALhvFm8vtq41mJLymAnK6hzb+XT8+TWFmEwlJQFQxeSZyda5+taD/fMfS1A+mNv/Z5agfLTQkpK7xOTc0lrr9z5kFR+ZknJ6rPV49vZw3MBZS3ayBOXU2P5zf+fpY8uUlNtPf/1MSbm20boeYkrKYyYoT6acNFLSwJCTRkoaYuWkEZIGhpg0QtJgi0mAIydtMQlw5KQRk4ZYQflMSho8mfBYSWnEpIEhKG05CXAEpS0ngX1BaWCIyppT34gVlc/kpIEhKesH3846XFJWN07Hg449xxopaWDISSMlDbFy0ghJA0VMPhWSBltMAhw5aYtJgCMnZ52KcKygXHKuqWw5aYiVlEZMGhiC0paTAEdQ2nIS2BeUBoaoNILSEPtQGDlpYEhKIycNHS4pq3Ns59Ox51cjJQ0MOcmWkkZIGhhi0ghJgy0mAY6ctMUkwJGTRkwaYgWlkZKGIc9UtlhJacSkgSEozzpJTIagtOUksC8oDQxRue08BWJFpZGTBoakNHLS0OGS8mTJSVdKGmLkpCslAb6YBOLkpCslDa6cBOIEpSsmgTg56UpJQ4ycPCQmgcyBFTGC0pWThhhJ6cpJIE5QumISOCwnDTGS0pWTQAJBCcRJyrr/7axDJWV143Q86LhzrCslDTFy0pWSAF9MApFy0pGSBldOAnGC0hWTQJycdKWkIUZOumIS8MtJIE5QunLSECMpXTkJxAlKV0wCh+WkIUZSunIS4AtKIE5SunLS0KGSsjrHdj4dd351paQhRk6mTEraxMhJV0oaXDkJxAlKV0wCcXLSlZKGGDnpiknALyeBOEHpyklDjKR05SQQJyhdMQkclpOGGEnpykmALyiBOEnpyklDh0rKzF8WdwBhCcgSk6FcOrvgFZMxvHrmoVdMhnL+9BOVmIzBJyYBYO0Cd1h/DF4xmcPu7OGb4qPCJyYBoIc7xg27S/6b0q7pLXRN8wZD10a3URslXxTVm5mSMZTL/7wj39grKtpOlpgM5cULj71iMob+T5/3islgPvmSSkzG4BOTAHD+CncpTAw+MZnH5l55LjV9YhIAhp7jTrCfetF/Hp0YWccEcfxBDXyD9t2VOr67wv2d/dTlf0g9XkXFcSRLTIZyfno7SVrSJyZDOTO5phKTMfjEJABMjPDnLobiE5N5bGyVx7/7xCQA1MmXAD0ZlyDDA00MD/Aej3qt9T8mK+u7WFnnzlH/+3+/IwM2mRyb5GSRlNSkJiUyUpualMhITWoyS0YaJFJSm57MEpM2mgRlVmLSoE1OFkpJwaovbYoyKzlp0CQos8Tkge+nDF34UpMuWSlKgyZN6UtPumjTlN70pIsmTVkgNjsoRVmlOo4HHXGOLZKSmtSkREZqU5MSGalKTWbISINESmrTk1li0kaToMxKTBq0yckiKZmVnLTRpiizkpMGTYIyS0zaaBOUvtSkS1aK0qBJU/rSky7aNxRfetJFk6bMSk8aOihFWZ1jO5+OOL8WSUlNarJdKUkXTWoyS0YaJFJSm57MEpM2mgRlVmLSoE1OFknJrOSkjTZFmZWcNGgSlFli0kaboPSlJl2yUpQGTZrSl5500aYpfelJF02aMis9aeigFOXxrXVLk5JSOSlNSUrlpDQhKRWTRVLSIE1MSgWlREwCMjlZJCVtpIJSlJYUyElALiiLxKSNRFJK5CQgF5QSMQkUy0mDVFJKBCUgl5QiOQnIBaUwddkBkrK6cToelPocK01KSuWkNCUplZPShKRYTBZISYM0MSkVlBIxCcjkZJGUtJEKSklaUiInAbmgLBKTNhJJKZGTgFxQSsQkUCwnDVJJKRGUgPyNRSInAbmgLJKThg6QlNU5tvMp9flVmpSUysnUMyWzkIrJIilpkCYmpYJSIiYBmZwskpI2UkEpSUtK5CQgF5RFYtJGIiklchKQC0qJmASK5aRBKiklghKQS0qJnATkgrJITho6QFIez1o3s8LNrm9rqtsSMZlX3XZpV5W7DDRWVtQ17iJ2Zx+Xqurt0q6Kt4u08t1clB2PXvkm172rqnfFSYdZ4WbXtzXVbZGYzKluu7Sryl0Glna61DXuIjb36qWqeru0q+LtIq18vzYpuxZkV77Zde+q6l1xkmFWuNn1bU11WyIm86rbLu2qcpeBpbWmusZdxMZWs1RVb5d2VbxdpJXvXmGhhF35Zte9O7nq3ZHJyRApmZec1ErJvNRkyCzJPDkpFZI2WjmZl57Uismi5KQmNQnkJyfVUlKYnLTJS1FqkpNAcXpSmpx89v1zQhbS1KRBmp60yUtSStOTNnlJSnF60pCXogwQmCVNUVapjuNB6c6xIVIyLzmplZJ5qcmQWZK5clIoJG20cjIvPakVk0XJSU1qEshPTmqlpDQ5aZOXotQkJ4Hi9KQ0OWnIS1BKU5MGaXrSJi9JKU1P2uQ9PNL0pCEvRSlNTtqUNEVZnWM7n9KdX0OkZF5yki0lteTJSamQtNHKybz0pFZMFiUnNalJID85qZWS0uSkTV6KUpOcBIrTk9LkpCEvQSlNTRqk6UmbvCSlND1pk5eklKYnDXkpSmly0qakKcrjUesOTUpmicnQpKRPToYuuPGJyRAhCcQlJn2CMjQx6ROUWilp8MnJ4KRkgJw0+CSlVk4afJJSKyaf/QyeexetmLQJkZSAX1SGCErALynVctKQJSkDE5Ylk5TVjdPxoDTn2NCkZJaYDE1K+uRk6IIbr5gMEJJAXGLSJyhDE5M+QamVkgafnAxNSobISYNPUmrlpMF3WasVkwafoNSKSZsQSQn4RWWIoAT8bzhaOWnIkpQhghIonaSszrGdT2nOr6FJySwxedRSEvCLyRAhCcQlJn2CMjQx6ROUWilp8MnJ0KRkiJw0+CSlVk4afJJSKyYNPkGpFZM2IZIS8IvKEEEJ+CWlVk4asiRliKAESicpO7/WXdYKd4rN22WAWeUOFZM+2BVuKcyad988bxs2u+IdSmk3fFdV74oKEWWtcCfZvF0CmFXuUDHpg13hlsKsedeISold8Q6lrBu+q6p3RUUxZa1wp9i8XQaYVe5QMemDXeGWwqx5b+/w/AC74h1KWTd8n9Sqd0meFvmwxWQMJjXJkJJ2alIzU9JH7JzJjXP7bzZlEpO1/v2Pio5KTBpsQRmamjSkEpQxqUlAPn/ShzuTUjp7MgtbUtZ2I9+qKkFZUZEJW0zGYFKTDCl5IDWpmCnpI3bOZPebzz375zKJyfHe/ZvcoxKTBltQhqYmDakEZUxqEpDPn/ThzqSUzp7MwpaUb07EXTtUgrKiwg9bTFKOQ5CSdmpSM1PSR+ycydOT++9fZRKT3dYp9ajEpMEWlKGpSUMqQRmTmgTk8yd9uDMppbMns7Al5dBA3ON90gRlqWvdLCm5u9NFS0o+XhmiJSW/euMyJSnJWoAz8KBOE5ND9zZoicnm5iZHTEbUum26z5yKlpOGram+4Eq3y85gvJw0hNa7bfbm+oKr3S7N5d7wardLo0aTlUdc864qZ8eDIzvHsqTkR0fWaUnJwbO7tKRkc3GNkpRkLcDZffs+TUzO3BylJSafbPdSxGRMrdumv6sRLScNzWZ4pdtl7X5XtJw0hNa7bRZXBoOr3S5NhFe7XT4y0giudbsccc27Osd2Pkd2fmVJycH+Zikq3C6zC0OUpCRrAc6jhW6amFxc2aYlJnf3OGIyptZtM9BXi5aTht6eenCl26XRiJeThtB6t83qRi242u3SaIZXu11GBruDa90uR1zz7rxad5nSkgammJxZHStNhdtQpsSkzVEnJl2qireMrukt1Ls4J5ra6HZ8etJQpSgrKkqVljRQxeTVi6WpcBvKlJi0OerEpEtV8ZYxMbKOH7jMudaqIT49aahSlBUnnTKmJQGemATKU+E2lCkxaXPUiUmXquItY3igiUmSLK3X4tOThpOQoixdcvLyv/h59Ixw3ojHR9cx2MN5g/nE1B3c3ZiIPs7HR+8BAD4782r0sQae/t1uvPNcwVcW073SuoKffif+1z18p2XJuj6MT5vsPeaJQACU9GT3pdbjvXM+/vkw/7HWkPvdofg7qOWPPX3dbMe/w5+/0jrLP1qI/0RzYqx1ATO/MBx9rGazhuYG50a6tlNHs4d0Yq0Bt/9W29/kq1TH8aCt59i/cupn8SPPcZ46k727+P6r2ZuoNYx/qhv1S5PRx2l8+nsBALUH8R8kNq+0Rq/U/8OXoo+FvZbYWv/9+MfrycwAAODmfHxq7t5661h7hGdhEzVM9sZfc10abt1Ajw7Gf3h39ntaC/oa6/F/wd7XW8/PnXfjP/Cu97fO04+/0RN9rBuPW9ci5ncZwxced2Gom/P+8MeLC/jkWPxrGgAeru/iXz5uu6iszrGdT1vPrz/5Uz+NC2c4SbKhgSbOTXHuh89MraOrHn+9e3pyGQDn3qD7aRvq+t3489jyWuu+4Ob9+Jfso4XWItbFlfgPo+aWW08/xhvJbgMY8yxB1TI+3Dr3jAzG30tdPNuKczI+BLz8dKSP+V3GMD7SOtbjJ/FCcHev9ZdbJnj9xZUddHdxTiuLSzuYGue812zv7OEzv/SPKcdS0BnJycv/gpNCGh9dx/goJ0b2iak7+MTUHcqxjJhkMECSrsC+mGRgxCQDupgEgAYv+dAzw6mdAUA385O1Xt4nWeZChMHUJOcT29rAHmoDnN9jbaeO2g7nbZD1/lVRkYq/copTkZzs3cUkqcI7/qlujH+K84myEZMMjJiksMc77xgxyYAhswzNp9eZC9vxss2wvB5ffTbUB3nXOT2vcIQbAJx6g3ctd2Fwg3Kctd0m1nY51yRfXVrAV5c47SXW+1dFRQp+8qd+mnKcoYEmhkgLOs5MrePMFOe+jHk/0M0a0wSOzDIYMcnAiEkGu08friViQ25lnXddUpxzkzM6xPu5To3zUoaj8fkaAMDuXhO7jE+DAcw/2cb8E84HGKz3LwalkZPmxj4mNVlWKQlUYlJLEjFpqASlijIKSqBkkvLpr64SlBVlxdzYx6QmyyolgUpMakkhJg2VoNRRRkEJlEtSnh1svVdUgrKijJgb+5jUZFmlJFCJSS0pxKShEpQ6yigogXJJyt6nm4TKIihLIScZN/Q+KRla6fZJydBK98dH751YMbl39Rzt+GXBVLoZmEr3geOfEEEZKilrtcOPT6ig9FW6GSnKSlBWlA3GDb1PSoZWun1SMrTS3fj0955YMXllije3mtQ0isZUuhmYSrfNSRGUoZLyB04dfs6GCsrvmzj8+DBSlJWgrCgTjBt6n5QMrXT7pGRopfv05PKJFZMTI7zjl2XqpKl0MzCVbpuTIihDJeXEyOEPbkMF5cTY4WMxUpRlEJRHLiftG3ltatIkJcuYlkwhJVlisnullikm517TX7izE5NJU5OGgPRklpjsmVk88gTls3mTLr0NmqRkX6TESEqXFClKtai0fm2VoKwoC/aNvDY1aZKSZUxLppCSNDG5t5cpJgf/gv4DLnZiMis1GSIo3dSkISQ9mSUml9f7jjxBaeZNuvS8MkmTlKfe2CmNpHRJkaLUikqTngQqQVlRDuwbeW1q0iQly5iWTCElWWJyea0rU0xeeU7/WLITk1mpyZDfspuaNISkJ7PE5Mr63pEnKM28SZfRoT2apDw1vlsaSemSIkWpFZUmPQkcvaDkdaqUxN68s4Qk4E9KxlDWpCTATUsCxWJy7+o58WKctkhJm8YeZUGOoWdmUbwkx5eatOlea1KW5Dyjt0FZlANwB2IDLUnJWJYD7Kcoy7A0x7zHHcGinIqK6Jt3lpAE/EnJGEqblASoaUmgWExemXoiXozDrHID2WLSsLDdQ1mQY1he7xMvyfGlJm3qgzXKkhxDzyuTlEU5wH6KkrEsB2hJStbv3ghK1tKcry6FL80x73FHsCin4oQTe/POEpKAPykZQ1mTkgA3LQkUi8mJkS7xYhxmlRvIFpOGpXXOghzDyvqeeEmOLzVp02xyluQYRof2aL97IygZy3KAlqBkLMsB9lOUrKU580+2g5fmmPe4I1iUc/TJSS3MpCRQbjEp5YXXZNU6qZiUpieZicmyw6xzi7+nMEGZmZp0ESYozabudsKcRQmEV729xyIuzamoKDvMpCRQbjEp/p4/+JbsC4ViUpqeZCYmpRxVvZtZ55YiTVBmpSZdpAlKs6m7nTBnUQLhVW8fzKU5FRVlhpmUBMotJqVcuygbTyKVU9L0JDMxKeWo6t3MOrcUaYIyKzXpIk1Qmk3d7YQ5ixIIr3r7YC7NaRdHcsftS01KKt0aKVk0bzLFwpuy1riB9icmbSSzJ9uemjQI6t0aMSmpdxelJg98b+YMSoA+h7KsNW9AVvXWpCJFgtLz66oq3hXtxpealFS6NVKyaN5kioU3pa1xA21PTNpIZk9qknMSQVmUmjRI6t0aMSmpdxelJm2YMygB/hzKsta8AVnV2zd3MguJoLSr3Yaq4l3RTnypSUmlWyMli+ZNplh4U9YaN9D+xKSNZPakJjUp+cqi1KRBUu/WiElJvbsoNWnDnEEJ8OdQlrXmDciq3r65k1lIBKVd7TYcRcW77XIy5Eb9pKUlO73KreXIxKSBuL0b4G7wBsotKAH+J63HMUVZCcqKdhFyo37S0pKdXuXW0u46twtzezfA3eANlFtQAtxlOcDxTFFWgrKiHYTcqJ+0tGSnV7m1tLvO7cLc3g1wN3gD5RaUAHdZDnA8U5TtFpS1ZvGzhvKoFN2c+5KTMULSl5yMkZK+bd2xUvKzM68e+PdYKXnjnYMJv1gpOf3OwV99rJT0zZ48cjFp45k/GVPn9s2f1KQmfbhzKMWV7iycOZSxlW53DuXE2FrU8XyzKJvN8Oe1bxZlTGXbm7ws+PGIMyhLsl+3IhLKObbo5tyXnIwRkr7kZIyU9G3rjpWStQcPD/x7rJSs/4cvHfyDSCm5/vsHH8NYKembPRkjJn3XxFoxaeObPxlT5/bNn9SkJn24cyille4s3DmUsZVudw7ljceyOddZ+J4fX3gcLgN8syj/eDG8su2bR/lwPf99iziDsjrHdj6U82vRzbkvORkjJH3JyRgp6dvWHSsl3ev9WCl5/e7B81eslLx5/+DLN1ZK+mZPxohJ35uLVkza+OZPxtS5ffMnNalJH+4cSmmlOwv3ORJb6XbnUO7uxZ0CfLMoF1fCXY9vFuXiUvjxfPMot3fyr2uJMygzH9xSDlJjJyWBKi1ZRkolJoFDCcrYOZPsBGUSqhRl3PGqeZQVHQg7KQlUackyEpuYdK+DY8QkcDhBGTtnkp2gTEGVooyjmkdZ0Wmwk5JAlZYsI7GJSfe/jhGTwOEEZeycSXaCMgVVijKOss6jbMtdtabSmEJKVmIyHkaV2549WToxmQhbUMamJoEEFW/gRArKFJJSSlXxrmCjqTSmkJKVmIyHUeW2Z0+yq9xlxRaUsalJgF/xBk6moEwhKaVUFe8KJppKYwopWYnJeBhVbnv2JLvKXVZsQRmbmgT4FW/gZArKFJJSSjsq3snlpPRGvOxpyYsDi/SlNwBXTL7w2n2qmDRbu5kzJveuniu3mHyanmRu5+6ZWaSISYMRlNGVbpveBnVLdwpBOTW5GlXpdjnKFGUlKCtYSG/Ey56WbNxZoC+9AbhisvGDb1HFpNnazZwxeWXqCVVMmvRkbGrSYNKTzO3cy+t9FDFpMIIyttJt0/PKJHVLdwpBeWFwI6rS7XKUKcpKUFYwkN6Ilz0tudeo05feAFwxee3iE6qYNFu7mTMmJ0a6qGLSHCk2NWkw6Unmdu6V9T2KmDQYQRlb6bYZHdqjbulOIShHh+Mq3S5HmaJMLSiTyknJDXitbw+1Pq4kuDY+R09Lvjl8m3q8ye5V/NVLX6Yec251iHq8oRlgY4qbIui6+bD4i46YWlcX9u5zf86BefInix/dPTQvMpapAe6HA997+TaujfOEJwCMjHITHrWBPfpUqa7lLnQtF19gVYKyIhbJDXhXrYYud9BPJC9PLtLTkvU/82rxFyloTp9C47XXqMdEg3sxuPfBY/Q9X7zlVYNv7mQMa3t1bDa455reegMP13kf2AHALvkc2/fpC6iNcn/G7jfOUo/X17+Lly9yP+w91c99r1jbbeJ+/Qb1mH+w9Vn8wdZnC7+uEpQVMUhuwLu6aujyzIGLYXJ0l56WnB5foR6vt2cbF85wr++X17hjOmYe19HXy/3dPH7C9RWbOzVs7JDvs+s1rKxzr1XWNrnHu3phB93d3GNOjXHryVOjezgzwZWUg/3cVPDuXhPrW9xrn3uPtnHvUfFjmVJQJpOTUjHJxsiQB5tjlOO9OXw7iZhkMrc69ExMDr7OmXM4NEM5zAGMmOw6c5p/cBK1Hu6NIgAsfaJVZ2cLSgA0QfnatVYieGpgnS4pUwhKmqRceToDLcGI1kpQVqREKibZvDzZOsfc+D3Oe2X9z7yaRExSaTSficnGn/3TlEPufcBvEBgxya7pAsBWg/NcOtt/eIlNLC+81ErTsQUlAJqgrI20kifdb5ylS8oUgpIlKX9n7WsAQBeUACpBWZEMqZhkMznakiF3HnK6oNPjK0nEJJPltb5nYvLaRc798cxjvt4wYnJ8iP9734lcvGKYHOb/bJfPt86BbEEJgCYoT020riumxrbpkjKFoGRJytn51t+VLSgBHKmgTCInj0JMXhufo0sQtpQE+GIyBa6YfPw98YnMTkhMurDTkwBHUC58j/PaIScoU8B+bQL8FCVqSJKiLKISlBVajkJMvjy5+ExMsmBLSSCBmEyAKybP/On46yF2YhJopSZTwk5PAhxB2fPmwbEu7ARlCtiCEuCnKO/XbyRJYTZzTwAAIABJREFUURZRCcoKDUchJidHd5+JSRZsKQnwxWQKXDF58Wz8mBN2YhJopSZTwk5PAhxBee3iwWozO0GZAragBPgpyvWtRpIUZREpBGXbrUaqGjeTrLTk5b6475NCTKaocrPxickypid9qclYQWlSkzZlTlAa2OlJIP51urVzuEZKTVEajqjmXVHBIFWNm0lWWrJ+N26mcxIxmaDKzcYnJmPTkz4xGZue9KUmYwWlSU3alDlBaWCnJ4F4QfkHsyOH/oyZojQcVc27oiKWVDVuJllpyZ3duOvQFGIyRZWbjU9MxqYnfWIyNj3pS03GCkqTmrQpc4LSwE5PAvGC8vHi4esSZorScFQ1byb0V3FWCiiVlEyRyGIz2b2aKSZ/9NzbQce0q9wuodXuPDEZmp7MS0yWSVDm1blDBaVPTBpCBeWh1KRNoKA0lW6XmIr35RH/c7BTXrOpUpRZkrJKT1ZIyUoBpZKSbDGZgub0qUwx2RweDTuoVeU+9P8KrHbnicnQ9GReYjJUUOYlJkMFZV6dO1RQ+sSkIVRQuqlJm1BBaSrdLjEV7+X3/b+Hly8+TpKiZJMqRZklKav0ZIWErBRQKinJFpMp6O3ZzhSTZ6dkC6pc7Cq3S2i1O09MhqYn8xKToYIyLzEZKijz6tyhgtInJg2hgtJNTdqECkpT6XaJqXg3Mq5zzkzsJklRskmVosySlOz0JFVO5olJNikERyfMlwT4aUmgfYnJQ19TAkEpmTOpFZR5YtLQCQlKoJwpSpckCUqgrbMoK0FZUUSemGSTQkp2xHxJgJ6WBNqXmHTRCkpJlVsrKCVzJrWCMk9MGjohQQmUM0XpkiJBCbR3FmUlKCvyyBOTbFJIyU6YLwnw05JA+xKTLlpBKalyawWlZM6kVlDmiUlDJyQogXKmKF1SJCiB9s6iZArKWrNZ+EQQPVN8N9YaKTk9LXtD1UqNc/1LhV+jFZK3t6ZFX6cRk7/94E3R12nE5Po3J0RfpxGTp/5kTfR1mhmTe7OP5D8AGe0CnK7nZDcREjlp2JiSnVRzU5MuvbI3pKzUpI/5DdlNWVZq0sf1J7LXkq/SncfKsuBTUrMMR4rwnFnflF9Y7I0e/p3e/lv/QPqfpx1YU9EuRM8s3421Rkr+2POyiymtlHzhh4sv/LRCsnHxgujrNGKytros/Obyi+P6v/+Poq/TiMnZ/yi7QNXMmLy3LkuNaGdM9tWLHyvtApyzg7IPwyRy0tAtPMfmpSZdmsuynzMrNelj9xuy66as1KSP79yVvUZ8le48HgtuTM0yHCnPNV4Qfd13Gn8kPuZ/3vdfHPqzf/n4H0r/8+oc2/mI3tB9N9YaKXntouwaVSslL50tvo/UCsmebtm9hEZMPpyfFH2dRkxevytbCqQRk3cfyj6s08yYfLImu2bQzpjs6So+rnYBzsig7OslctIwJPzQKi816bK7KztmVmrSx/yS7H4/KzXpY3ZR9rr3VbrzWN8sfv6ZZThSBvtkr5OlNflz/8Lpw4/pZ37pH0v/88wHmvJRQ6yYlJIqLZmCMiQmJfVubWJSUu/WLr8pQ3pSiiRBqRGTgCxBqRKTgChBqRGTQGckKA2dnKKsEpQVLrFiUkqqtGQKypCYlNS7tYlJSb1bu/xGkp5MvfxGiiRBqRGTgCxBqRGTgCxBqRGTQGckKA2dnKKsEpQVNrFiUkqqtGQKypCYlNS7tYlJSb1bu/xGkp5MvfxGiiRBqRGTgCxBqRGTgCxBqRGTQGckKA2dnKJkJCjpV6OhsyXn5vI/tS2TmMxbjJM3XzKPotmTx6nK7f3vjkBQalOTErRi0nBcKt6a1KShaA6lNjVpOApBqUlNGqqFORUaQmdL/tat/NdRmcRk3mKcvPmSeRTOnjxGVW4fsQtyfBTVu7WpSQlaMWk4LhVvTWrSUDSHUpuaNByFoNSkJg3VwpwKKaGzJa/fzZcUZRKTeYtx8uZL5lE0e/I4Vbl9xC7I8VFU79amJiVoxaThuFS8NalJQ9EcSm1q0nAUglKTmjSkWJgTXes2KR9GUtJX7WZISbfazUhLutVuVlLSrXczpKSv3s0Qk27FO1RM2rSr4s0Qk27FO1RM2rgVb3Vi0oen4q1NTfpwa94hYtKHW/UOlZM2h2re2kq3D887Y4icdDFVb0G9uxwfxVbEknuONSkfRlLSV+1mSEm32s1IS7rVblZS8lC9myAlffVuhph0K96hYtLGrXgzEpO+ejdDTLoV71AxaeNWvLWJSR++irc2NenDrXmHiEkfbtU7VE7auDVvbaXbh6/mHSInXUzVW1Dvrs6xnU/uG7xJ+TCSkr5qN0NKutVuRlrSrXazkpJuvZshJX31boaYdCveoWLSxq14MxKTvno3Q0y6Fe9QMWnjVry1iUkfvoq3NjXpw615h4hJH27VO1RO2rg1b22l24ev5h0iJ11M1VtQ705b62ZVuN30ZJnSkkcBKy3p1rvLlJg8dJw2JChZiUm74s0Qk0B7EpQMMQmkqXmnoh0pSoaYBLIX5lScXFgVbjc9Waa05JFASku69e4yJSZd7AQlq8rtJihZiUm74s0Qk0B7EpQMMQmkqXmnoh0pSoaYBLIX5lScTFgVbjc9Waa05FHASku69e4yJSZd7AQlq8rtJihZiUm74s0Qk0B7EpQMMQmkqXmnoh0pSoaYBLIX5miIeoVf/hc/n2y2ZNnFpKl2h9a4i0hV42aKSTN/kiUmDSkFJbvKvXf/IU1MGoygpKQmDdv1jtrkbV7/jNSkIZmgTDSLspo9WfFXTv1sstmSZReTptodWuMuJFGNmykmzfxJlpg0XBjcoM+YNIKSXeV+uD5IE5MGIygZqUlDbXSwozZ5m5o3IzVpSCUoU82irGZPnmx+8qd+OtlsybKLSVPtDq1xF5Gqxs0Uk2b+JEtMGsaHavQZk0ZQsqvcK+tNmpg0GEHJSE0aurubHbXJ29S8GalJQypBmWoWZczsyahXeacsvXmwOZYkMZlCSv7oubeTiMntM2mGtrLFZEpSzJhMRZIEJYCXX+DHZqcG1mmVbpsU7wUjoxucSrdLm5blVJwsOmXpzY3f602SmEwhJZvDo0nEJC6mSbmxxWRKUsyYTEWKBCUA1D56kX7M7jfO0irdNimW5Zzqr1Eq3S7tWpZTcXLolKU3dx4OJ0lMppCSZ6cWkojJwb4079dsMZmSFDMmU5EiQQkAz5/ne5epsW1apdsmxbKcwf4uSqXbpV3LcqQEy8mr/+ifBH/TLAZHtvDN2fPUY74xeg9vjHJqrDYXe+bxSv99+nHndkfwo1e+Tj9uCkZv72L9E5fpx917PA/U+WKmucN/QTc+9QoGH/JvyB59oo6exc6QU6+P3ccLQ3yRuLnXjauT/OM2B3fRHOSeNHqe1NG1xT+5pXifregMhvqv0o95eaQLv/pdrkS7/OYKLr/Jv3Hae/01YC/Nh2rN0bEkx2Wz9PVGEoH0cLMfYz38m7KFbf4HPy+fnsfiveINq1r635pGcyVBmj4BjRvzGP8kr0Vg+MMPLuLVUV66xdCPYfTj8Jy4GG4tfhYLK/xr4xTvsxXl5y/+2I/Tjzk00INv3+C+B06Pb2F6nH+PMTSQ5r1vfXMAF04/SXJsNg/nNnF+mv++urzexGAvX86tb/GPeelsD5ZX+ffGL15qYHOL39ZLQb3exJmpTfpxZxe7cWqC/xj0dNfQ082933y40MD8Mv/5Ffo+G7QQx75h3jsT/6Y5OHLwGK+f4aS7XCl5oZdTDbrYM3/g39/djK8Gze0ertb89s2PRx/3iVPZmfgTzhvx6O2DN42DX+MkU/ceH3xs0UjzqRYjRdn41CsH/n39LOfTwkefOPhmtjPBeQxefung66G7Hv9JyetjhwX9jbVpz1fq2Nw7+Dz9cCH+mACwvOjMBlvnvB56nhz8ne31xb/J16xP8j78e3/X+yXR36SiDBx6stg3zP/V6F+N/gaXRw5+0PHXP8JJvLtSsucvvZnxlTr2Xn/t4B908W8gAKC2vFT8RQXUPzyY6Nr7w3eijwm0xKSNu8QklIebB+chLu3Efwg20n34HDXZGy+9Xj598Hpg4gLnhrr/rYPnk9oISX6enTr47w/ixXLjxvyhP3vy1Xhp/4cfHEx4fnuZI1X+1fx7B/59E5yky63FgynHyZH46+PN7f0U+drmh74vqc6xnc+h86t9w3z1Qvx1+9DAwdfOqy9whL8rJS+d5dzDphCT65uH30PvPYpP/c88OnjNfv0e51rg4dxBGTUzx/kgdHn94NNtfZuwuKb/8P3EYF/8cS+dPfi8HR3mtAtfvHTw2qWflHq9cPrgEt61jfhzVt2zzG92Pn5mdIqlOABwb/bg83ZnlyMUHy4c/PmmRuOfX7vWZeG/+a1f9n1J2oU4MbhiEgAlPelLS97bnvR8pZyLPfOHxCSA6ASlT0wycMUkACx+T/wbsCsmAVASlIfEJJAkQQnEpyhdMQmAkqB0xSQASoLSFZMAsNtI8/KPTVG6YhIArk7ORacoXTEJgJKgdMUkgCQpyoqKEFwxCYCSnvSlJXf+77ejjrn3+muHxSSQLEEZiysmAaDrz3l+fiWumAQ4FVxXTAKITlD6xCQQn6J0xSQASoLSFZMAOAlKV0wCwLkEs1KB6BSlKyYB4NXRnegUpSsmAVASlK6YBJAkRVlRocUVkwAo6UlfWvLOw7h72KGBjbaJSQaumASAaxfirwVcMQmAkqB0xSSA6ASlT0wC8SlKV0wCoCQoXTEJgJKgdMUkAAwN8FP/AKJTlK6YBIBTE/XoFKUrJgFQEpSumASQJEWpQf1IuTXDrtmwT50GR7a8YjKWlDXuFOSJyZh6t09MGmIEpU9MGmIEpVdMGhIJylB8YtIQIyh9YtIQIyh9YtIQIyh9qUlDipo3gI6peQMtQRkqKWvO/JOq3n1ycGuG/8/y/xl0nMsjXV4xGUvSGnebial3+8SkIUZQ+sSkIUZQ+sSkIUXFOwafmDTECEqfmDRECUqfmDRECEpfatKQouYNoGNq3kBLUIZKSjs1CVT17pOCWzP88F7YNfvQQI9XTMbSiTXuLGLq3T4xaYgRlD4xaYgRlD4xaUhR8Y7BJyYNMYLSJyYNMYLSJyYNMYLSl5o0pKh5A+iYmjfQEpShknLXuaTU1ruPPDmZBXv2pCEkPXkUYjKGPDEZQ56YjCFXTCYkxQxKgJOg9JFqBmVZE5RZhAhKX2qSgS81WVHRCbBnTxpC0pNHISZjyBOTMeSJyRjyxGQMWalJQ4oZlAAnQekj2QzKkiYoswgRlL7UJANfarKiouywZ08aQtKTRyEmY8gTkzHkickY8sRkDFmpSUOKGZQAJ0HpI9UMyrImKLMIEZS+1CQDX2qyDLT9zvq4Jia11W6pmNSmJ6ViUpuelIpJbXpSLCZLUu/OS03aaAVlXmrSRiso81KTNlpBmZeatNEKSl+l28dJSVBWVGg5tonJkizHkYpJbXpSKia16UmpmNSmJ4vEpEErKPNSkzZaQZmXmrRRC8q81KSNUlDmpSZttILSV+n2cVISlBUVGqrEZAupmNSmJ6ViUpuelIpJbXpSKia16ckiMWnQCsq81KSNVlDmpSZttIIyLzVpoxWUealJG62g9FW6fZyUBGUoqoU4edXCosU4oUKyaDlOqJCULMcJSUxKluOEJCYly3FCEpOSBTkhiUnJgpygxOQRLsiRikkbyZIcqZi0kSzJkYpJG8mSHKmYtJEsyZGKSRvJopzQ1GTRspzQ1GTRshy30m3jLMapjOfx4NkTIq9aWLQYJ1RIFi3HCRWSkuU4QYnJI1yOE5KYlCzICUlMShbkhCQmJQtypGLSRrIgRyombSRLcqRi0ka0JEcqJm0ES3KkYtJGsiRHKiZtJItyQlOTRctyQlOTRcty3Eq3jbMYpzrHdj7Pzq951cKixTihQrJoOU6okJQsxzlqMWkjWY4TkpiULMgJSUxKFuSEJCYlC3KkYtJGsiBHKiZtJEtypGLSRrIkRyombSRLcqRi0kayJEcqJm0ki3JCU5NFy3JCU5NFy3LcSreNsxinvAtxisird8ckJfPq3VmLbyTkJSjndkeCq9xFCcrQKndRgjK0yl2UoAyuch9RgjJETALFCcoQMQkUJyhDxCRQnKAMEZNAK0GZl6IMEZNA8aKcmDp3XoqyqnNXHBfy6t0xScm8enfm4hsJR5SgDK1yFyUoQ6vcRQnK0Cp3UYIyREwCxQnKEDEJFCcoQ8QkIEhQhohJoDBBGSImgVaCMi9FGSImgeJFOTF17rwUZVXnrjgO5NW7Y5KSefXulItvQqvcRQnK0Cp3UYIytMpdlKAMrXIXJShDxCRQnKAMEZNAcYIyREwCxQnKEDEJFCcoQ8Qk0EpQ5qUoQ8QkULwoJ6bOnZeiLGud20C7w85ajJOqxn0SyRKUsTMmswRl7IzJLEEZPWOyzYIyVEwasgRlqJg0ZAnKUDFpyBKUoWKy4iB5Ne+81GTFySZrMU6qGvdJJEtQxs6YzBKUsTMmswRl7IzJLEEZKiYNWYIyVEwasgRlqJg0ZArKUDFpyBCUoWKy4iB5Ne+81GTFySVrMU6qGvdJJEtQxs6YzBKUsTMmswRl7IzJLEEZKiYNWYIyVEwasgRlqJg0ZAnKUDFpyBKUoWKy4iB5Ne+81KQGsR2RbIt1BSVLSrrpSdZ8SV96krH8xpeeLPvyG1dQHrflN1I6fUlOrJg0tHNJTmhq0saXnmQswfHNoWSlJl1BKRGT1dbu44tkW6wrKFlS0k1PsuZL+tKTlOU3idKTPljLb1xBedyW30jp+CU5sWLS0MYlOaGpSRtfepKxBMc3h5KVmnQFpURMVlu7jyeSbbGuoGRJSTc9yZov6UtPlqnKLYG1/MYVlMdt+Y2UTl+SEysmDe1ckhOamrTxpScZS3B8cyhZqUlXUErEpHRrt3jmpOamuO/asvhrNbx+ZibJ0psLvQtJNnK/u/lcEin52zc/nmQjt5k/mUJMDn7tdhoxmXAGZWxi0sf62b7oxKQPM4OSJSdtuuuNJKnJG2vTFDHp8uHCdJLt3LX17mR17obiGtiaO1nFLI8HTUB3U/yTz/21JD/IX//IwyRLb3r+0ptpNnInnD+ZYiO3mT+ZQkx+5+6pJGJyaaeLJiZtJnt3ohOTPiYubEQnJn08m0HJkpM2Dx4nSU0++eouRUy6fHu5J8l27k2sJqtzD/bJlzVacyerc2zn0wTkN8UA8PpH+EubgNb8yRRLby6dXegoKXnv0XiSjdxm/mQKMTkzt5tETK5v12hi0mawrxadmPQxOtwbnZj0YWZQsuSkzdpGT5LU5Ox8P0VMujxebCTZzr2z20xW5x4bkp8qrbmTnTtz0iaFmAQ4aUkfH+nLXzQQypWJND/v4vfsdlxist6fJiVS/8jzSY6bMkGZQkwCwPdPflj8RQFoN3lLSbHJG8ifQVlRcRxIISYBUlqynfQVLzILoevPvdZxicnBrkQXs4IFOSEkTVCmEJMA0JVmLMOTJ3wBAKTZ5A3kz6CsqOh0UohJIF1acq+R5n2pO1G99tqF3Y5LTI4OpDnuxEgavZMyQZlCTALA1Ph6kuN2d6f53aXY5A3kz6AsG6JHQJOa3OtrYv0uP9V3YfwJPv/4o/Tjvtj/AAt7/AuinWbaGWDf89It+jEH7vbg0Sf4n7T0P1hH7Y2X6Met97Z+Vrag7Hql9TzrXuS/oc1+ahADj/lvECOvzWN2lf88/sHp79KPafPKKF/gf7gwjdEJ/u+ue7YXKa7Vuldr6F2UPyeqavfxQ5OaHO47i/9j7vfoP8ObEzv4t7//PP24PW9dRNfv/n/046ZKTRoar7zMP+aX3sP49/PF582ZSTw/xL+w33k6amKvyT1nXRluvT/PPBmlHhcATr+5jb0b/LmCtefPADsJpNyj4q27MXwiQTr1N2828SJeoB/3vcV/RT+mYX3rtvhrq2r38UKTmuzpBr5zM3+LfAiTo8A71/nX6OMjm3gwx//QJJWYNFw6yz9f3Z7txsVz/A/p5pf2cGqML4y6nz7ENfIt4XPTrQOvrPEbD9cu9mJxhf9YXDm/ir09/r1xf1+aD9IMz53iH//2zDYmR/nXt7dn99BI4FMX12u4lb+f8QCS92PaM2yvr4m9vjQW+cL4/hBdpqB8sf/Bs39mCkpbTH7fEFfuvP1kv6LDFJQDd/elJFNQ9j/Yl0RMQWnE5LN/JwlKIyYNTEE5+6n9FANTUI68tn/zwRSUtpgc6UrzaSTAFZQfLuzX+ZiCsnu299k/p7pm613UScqKk8Vw31kM92Vv1o7hzYn9CyymoOx5a/98RRWUCcVkbWv/vY4pKBtf2q/BMgXlzZn9uWNMQbnjzMBlCUojJg1MQXn6zf1UB1NQ1p4/s/8vTEFpicn6R07zjgvg1uf2z1lMQfmbN/ev85mCMqWYNKxv3VZJyoqTQ093638pmLTe4piCcnxk/1zFFJS2mOzr5SblHs7tL51jCsrbs/u/PKagnF/aF3xMQdnt3EewBKURkwamoLx2cf+cwhSUV87vfxjAFJS2mJwY5aaL55f2r+GYgvL2zP7rjSkob8/uPw9SCEoAuPUYKkmZB+XZ5ZOSjPTkhfEnB8SkIVZQvtj/4ICYNDAEpS8x+X1D342WlG8/uXhATBpiBeXA3Z4DYtLAEJS2mDQwBKUrJlPDEJS2mDQwBKUtJp99r9XhaEnpS0yOdG0mk5QMQWmLScPoxHq0pLTFpKHRxZGU3auHnwOVoKxw8UlJRnryzYmdA2LSECsoe966eEBMGiiCMtWcya3NA2LSECsoG19674CYNDAEpS0mDQxB6YrJ1DAEpS0mDQxBeUBMGnZ24iWlJzFZ/8jpaEl563O9B8SkgSEobTFpeBEvREvKdohJm0pQVtj4pCQjPTk5elBMGmIF5fjI5gExaWAISl9isq93O1pSPpwbOyAmDbGC8vZs9wExaWAISltMGhiC0hWTqWEISltMGhiC0haThr29WrSk9CUmJ0Y3oiXl/FLfATFpYAhKW0waJke7oyWlLSYNjSZHUi6uH/49MQRl9DMrLy0ZIyh9UtImRcUbiBOUqarcPinJwCclbWIEpU9MGmIEZZ6YjE1PuqlJmxhB6ROThhhB6ROTB75vgpo3kC5FGSMofWKSgU9M2sQISp+YNFSCssKQl5aMEZQ+KWmTouINRArKhGIyBT4paRMjKH1i0hAjKPPEZGx60k1N2sQISp+YNMQISq+YtElR8wY/RWmIEZQ+Mcmg3WLSUAnKCiA/LRkjKH1S0iZFxRuIE5Spqtw+KcnAJyVtYgSlT0waYgRlnpiMTU+6qUmbGEHpE5OGGEHpE5M2KWreAD9FaYgRlD4xycAnJm1iBKVPTBpiBWWUnJTUuEMEZZGYjMGXmGQgEZMh6UmJmAxJTxaJSUOIoMwTk4YQQSlJTIYKyjwxaQgRlHli0hAiKIvE5LPvHyAoJXMmyygo80gxg9IQcj2XJyYNlaCskNS4QwRlkZiMwZeYpHCEYjIkPVkkJg0hgjJPTBpCBKUkMRkqKPPEpCFEUOaJSUOIoCwUk4YQQSmYMxkiKH2JSZcUMygBbsW7XVSC8mQjqXGHCMoiMRmDLzHJQCImQ9KTEjEZkp4sEpOGEEGZJyYNIYJSkpgMFZR5YtIQIijzxKQhRFAWiUlDiKCUzJkMEZS+xKRLihmUALfi7RIiKPPEpCFGUBY+o7KWL2jmS2oEpUZMatOTUjGpTU9qEpPsGZSGFAtyQpCISYNGUGqq3FpBKRGTBo2glIhJQ4olOSGkXoAjQSsopalJraAsSk3aaASlREwasgRltRTn+JC1fEEzX1IjKDViUpuelIpJdXoy8fIbCSkW5IQgEZMGjaDUVLm1glIiJg0aQSkRk4YUS3KCSLQARyImDVpBKU1NagXlUaUmbbIEZbUU53iQtXxBM19SIyg1YlKbnpSKSW16UpOYZM+gNKRYkBOCREwaNIJSU+XWCkqJmDRoBKVETBpSLMkJIdUCHImYNGgFpTQ1qRWURalJG42glIhJQ5agLFqKE/RsasfiGylSQalNTEoFZUiVWyootXVuqaCUpiYN0vSkRkwaUmzxBuSCUiMmNWjEpEEqKKWpyWc/izA9qRWTZViSo61zSwWlRkwaUi7KqThZtGPxjRSpoNQmJsWCsk3LbyRIBaU0NWmQpic1YtKQYos3IBeUGjGpQSMmDVJBKU5NGqTpSaWYlKYnNWLSIBWU2jq3VFCWQUwaqgTlyaIdi2+kSAWlNjEpFZQhVW6poNTWuaWCUpqaNEjTkxoxaUixxRuQC0qNmNSgEZMGqaCUpiYN0vSkVkxK05MaMWmQCkptnVsqKDVi0pByUY6WWrOZ/9Nc/Uf/5MAXxIrJwYsr3j+PrXL/0KkPvH8eW+Oe7Mp+EcXOmPzjtY94/zx2xuSfvPe898+1UtLl9NeyX2whYtKm+Q3/zVzs8pvGZvYJPVZM7k74BWSImLTZOJX9GtOKSZczw/7nc2xicmWPtx3P5t3lbEkTO2dyedH/ewoRkzb1jHOCJjHpY3vi4PPiw7/3dytreQwY6r964BcbKyb/5vQPe/88tsr9X/6FW94/j61x7/3If5b9/yzpjMn6u9/x/rlWSro8+eJW5v8vREza3Fob8v557PKbrlr2+SpWTJ4fX/b+eYiYtOl6YSLz/6cWky49GdcskYnJxncfef88REzafO1RtsSInTP5Pm54/7xMYtJmsO/ygX9f2/ywOsd2OH/xx378wJM4Vky+fMUvE2Or3K9d81+bx9a4z01n3zPEzpjc2va/98TOmLzz0H+u0kpJl7sPsh/LEDFp83ip4f3z2OU3eYomVkyODPn/+xAxaTMx4n8sAL2YdOnq8j8gsYnJxeUB75+HiEmb+4+zHUbsnMmF5V3/cQPEpE0946ynSUz6eP4fJVfXAAAgAElEQVTUwX//N7/1y5kHVCn/MiUmXdq9IIex/MaXoGQsv0lV8c5KUMaKScCfoGRs5c5KUDISk76Kd6yYBLITlLFiMgtGlbvdMyiPagGOhCpBWRFKmRKTLm1fkFNSMQmkq3hnJShjxSTgT1AytnJnJSgZiUlfxTtWTALZCcpoMZkFocrtS1HGikkgO0F53BbgSKgSlMebMiUmXdq9IIex/MaXoGQsv0lV8c5KUMaKScCfoGRs5c5KUDISk76Kd6yYBLITlLFiMgtGlduXoowVk0B2gvKoFuBIKEOCUiwnWWLSnT/JXH7jCkrW8htXUKbays3EFZSxqUmDKygZYtJgC0qGmHx2LEdQMqvctqBkiEmDKyhZYtKteJdhxmQRrqBkiUm34s0Qkwb3ui82NWmoBOXxhSUm3fmTzOU3rqBkLb85JChLMGOyCFdQxqYmDa6gZIhJgy0oGWLS4ApKZpXbFpQMMWlwBSVNTLoV70QzJpm4gpIlJt2Kd5nFpKESlMcTlph0508yl9+4gpK1/MYVlKm2cjNxBWVsatLgCkqGmDTYgpIhJg2uoGRWuW1ByRCTBldQssSkW/FONWOSiSsoWWLSrXgzxKTBFZSxqUmDVFCK5CQ7MWkEZSdt5TaCki0m7fQkIzVpYwQlS0waQjZ4S0k9g7JMMyalsBOTRlCyxWQ7ZlCyE5Pt2OLNEpOGSlAeP9iJSSMoO2kr9zNBWaIZk0UYQckSk4aQDd5SUs+gLNOMSSn0xKQRlGQxaacnGalJGyMo2YnJaot3xVHDTkwaQdlJW7mNoGSLSTs9yUhN2hhByRKThpAN3lJSz6As04xJKezEpBGUbDFppycZqUkbIyjZicl2bPFmiUmDRFAWvopS3QivPfH3+2O5uzmJu5u8pIHNeiPNDcNw1yaGE4mdntHsGVYxrJ7vxur5NC+KrpevJTquf8ZnLEtX0zyXd89vY/d8mhuyl5UbsaWc632Cc73pPnRIwmZX638J6F1K8/5ZCcrjQ6ob4S/OLyU57r2vD+Pe19NU0Orf+naS42Jvt/W/FKzJhqprqfc0UO/Jnt0Uw1AX7xN2m5HuNMft60/0u6vXsgcsxbKcpsK2dWsTW7fSXC++u5zmg+cPlj6LD5Y+m+TYqagE5fHgxqM0r+/7j9K879+bHcC92TT3FLML2bN2Y1hZ78fKehrhl6hhir7eLvT1prnuHx9O85ybTiQ+J8fSuI3JsW1MjqW5hx0aSOM26vUm6vU0z7rNRJ+vLq40sLiS5lrxxkKa10jR+7LomT7wkPuCaI60LjTfv3WOelybzz15lXq8/lrLeu80uULunc399MkPTHGTbN+aaT2+u69yL5IHH6Q6XQD17TQ3IbUrTx/nggVQofTPp3tMFudHir9IwZ89fx0A8Gibe1xbsLMFpVmMc3Vyjnrc5Qfcx8Cmf6H15pu1IKeiwvBo+cvU471UewsA8MvX0yWDb/4z2eZjKc0LrfRa/RvfoB7XlpLNbu75u/6f3m7939cuF3yljuWvpLnxBYDHm2luIsd7Wo/z3GaaG52ld9PcmAFA845/2UwwG09vnPq5aZSNP7jz7J/PXfMvCwrlN663zrEfn+L+zP9u6X+jHq+iQsv7M1xZNPp0kcg719O9T3/rOlck1usteTHnmeMbg328oUGuMLr9dDHOpTPc+8JH8+kaJTt7ae4Fp0Zb57+tnTTHX1hOF3hYWuOeU0aHW/eaXXWukFta3b82OjXB/QDww/utD/7OTHMfiw/vp2uU3Fpsvc8tbnKvvRoZc8ptxN+RJSiNmDQwBeW1kYPigiUojZg0sAVlCoyYNLAEpSsm5z7BO9HZYrJ2lXez90xMGoiCcv6T+7NcmIJy5Y2DJ3mWoDRi0sAWlClwN3azBKUrJnfHeBbRiElDJSgrimAJSiMmDUxB+ebpg689lqA0YtJAF5QJMGLy2b+TBKUrJq9e5n0gY4tJIxMZuMdiCsorZ/er0UxB2XXtYMOGJig3nBt0sqBMgRGTBpagdMVkvZ4mcV1RUQRLUI46G46ZgnJi5OCFIktQ1h2JwxaUKbjtbOxmCUpXTJ4/xXt/tsXk8ABP9hkxaWAKysvn90eSMQXl1QsH5R5LUBoxaWALyhQYMWlgCUpXTI4O8n5/RkwaWIJSIiYB5bZudoLSwBCUrphk4YpJA0NQ2qlJAyM96YpJFlmJSYag9CUmGYLykJg0EASlLSYNDEHpikkDO0FpYAhK31gCRnrSFZMGdoLSwBCUrpisqJDCTlAaGILSFZMsXDFpoAhKT5WbkZ50xSSLrMQkQ1D6EpMMQZl1DIagtMWkgSEoXTFpoCcoDQRBaacmDYz0pCsmDewEpaESlBVHBTtBaWAISldMsnDFpIEhKH3HYKQnXTHJIisxyRCUvsQkQ1C6YtLAEJS2mDQwBKUrJg3sBKWBISjt1KSBkZ50xaSBnaA0MASlKyZZSMUkoJSTsbipSZsYQZknJtn1bpsYQekTk4YYQZknJtn1bpsYQZlX5Y4RlJli0hAhKH1i0hAjKLPEJAM3NWkTIyjz5qXGCMosMckgr84dIyjzxGSVnqxIjZuatIkRlHlikl3vtokSlDkzJmMEZZ6YZNe7bWIEZV6VO0ZQFv23MYLSJyYNMYIyS0xScFOTNhGC0icmDTGCMktMMsirc1eCsqITcVOTNjGCMk9MsuvdNjGCMu+/jRGUeWKSXe+2iRGUeVXuGEGZJSYNMYLSJyYNMYIyS0wycFOTNjGC0icmDTGCMktMMsirc8cIyjwxya5351FrFgial3/mF71fsHFW90TIE5M2Lz6v27KtSUz++XH5sP2sxKSPnpruDTNPTLp8YV6+xEWTmOz+tvziUDNjcvprugtl6YzJ5oe64eSFYvLAF+teyHli0mZzSndcjZicmFoRf22elHQ53Ss/rmaJ04PtcfHXAjoxqdngrZkx2b2k+/RImphkLUv8zs/9nSqieQyo1bq9b7CnR/+U6jh5YtLmx69lX5T60CQmr/xt+Y1UVmLSR+ONN8RfC0C1/Ka2K/9aTWKy8Y78nKWZMfnhbfn7HSCfMflkRydsNVJzul93s5onJm3GXtFdh2rEZO3S6eIvMuRJSRfFVPw8Keny4LpONGjE5Nfn5T+zZsZko5HuA3MGzeZudY7tcF77oZ/wnl9fPK8TO3li8sD3u6ZbZqNJTH7smvyDwKzEpI/pcd19m0Zqrq3LP6DSJCbvKDZ4a2ZMzjzWzfCTzphc3dA934rEpE1fj+5tKk9M2kyO6n5mjZgcG5I/znlS0mWvIX/c8qSky+NF3axujZicnZM/FpoZk8vrut+fNDE50a+77spKTL7z+X+a+cQt/C1+5+f+jvfPNRVvqZgEdAlKbZVbmqLUiElAl6DUiEkNqarcWjQJSs3yG02CUiUmAVWCUiomAV2CMmViUkOqGZSaBKU2MSmteGuX32gSlJoqNyNBmfW+XNF5NJv+90FNxVsqJgFdglJb5ZamKDViElAmKBNt5U5V5daiSVBqlt9oZKM2balJUErFJKBLUCZNTGpININSk6DUJialFW/t8psyJyiz3pcrOot3Pv9PvX+uqXhLxSSgS1Bqq9zSFKVGTAI62ZhqXmWqKrcWTYJSs/xGk6DUiElAl6CUiklAl6BMmZjUkGoGpSZBqU1MSive2uU3mgSlpsqtSVDmiMnc/y4qoykRlBoxaeikLd4GiaAMEZOSineImJRWvEM2c0sEZchWbomgVItJg0BQasSkQSIoQ8SkdP6kJjVpkAhKTWrSIBGUqarc7djKraGqeFdIkAhKjZg0dNIWb4NIUAaISUnFO0RMSiveIZu5JYIyZCu3RDqG1sAlglIjJg0SQRkiJsXzJzWpSYNAUGpSkwaJoExV5a62cld0GhJBqRGThk7a4m2QSMcQMSmpeIeISWnFO2Qzt0RQhmzllghKrZg0SASlRkwaJIIyRExK509qUpMGiaDUpCYNEkGZqsrdjq3cGiSCUjNj0iW6QJ4nKEPEpKFIULZ7AY6EVFu8GUtyfBQJyhAxacgTlCFi0pAnKIPFpCFHUIaISUOeoIxJTBYJyhAxKSFETEqIEZNHtSAnZvlNJSgrJOQJyhAxaSgSlO1egCMh1RZvxpIcH0WCMkRMGvIEZYiYNOTJx9gFOnmCMkRMGvIEZUxislBQhohJASFiUkKMmKwW5FQcR/IEZYiYNBQJynYvwJGQKhXJWJLjo0hQhohJQ56gDBGThjxBGSomDXmCMkRMGvIEZUxiskhQhohJ0fcNEJMSYsTkUS3IiVl+kycoY8QkIJg5CaD58s/8YuGB3BmUMWLSxZ1DyRKT7gzKGDFp486gZFa53RmUrDq3O4MyRkzauDMoY8SkjW8GZbScBLzzJ2PEpI07g5JV5XbnT7KkpDt/kikl3RmUrMSkO3+SlZh0508yN3KHzKB8Wuuu5mEdD5q1WrEcc2dQxohJF3cOJUtMujMoY8SkzaEZlMQqtzuDklXndmdQxohJG3cGZYyYtPHNoGRs9/bNn4wRkzbuDEpWlfvQ/EmWlHTmTzKlpDuDkpWYdOdPshKTZZs/+bTWXZ1jO5/maz/0E4Vf5M6gjBGTLu4cSpaYdGdQxohJG3cGJVNaujMoWXVudwZljJi0cWdQxohJG98Mylg5CfjnT8aISRt3BiWryu3On2RJSXf+JFNKujMoWYlJd/4kKzHpzp9kbuR2Z1BKxOTTWnf4zEkpAw/rqjmUGuwUJTMxaVe8WWISOJigZM+YtFOUzDmTdoqSJSaBgwlKlpgEDicoKWISOJSeZIlJ4GCCkjlj0k5QMtOSdr2bnZa0K97MKredoGRWue0EJVNMVlRIebT8ZdUcSg12ipKZmLQr3iwxCTgJSvKMSTtFyZwzaacoWWISOJigZIlJ4LCIZIhJ4HB6kiUmgYMJSuaMyQMJSmZa0qp3s9OSdsWbWeW2E5TMKneVoKw4St6fqanmUGqwU5TMxKRd8WaJSeCgjGSnKe0UJXPOpJ2iZIlJ4GCCkiUmgcMJSoaYBA6nJ1liEjiYoGTOmLQTlMy0pF3vZqcl7Yo3s8ptJyiZVW47QckUkzaNZi06MWkQvRo0yxcGHtapqUnD+7fOJalyf+7Jq1QxaUhV8TakWICz++oqVUwa5j4xShWTBiMoaWLS8FRQMsWkoX++mWT5zeL8SJIad6oFOYYUMyavTs4lmTG5O7aXRExq693VMpzjh2b5wqPlL1NTk4Zfvr6epMp9858tUsWkIVXF+9nxEyzAqb92mSomDVcvz1HFpMEISZaYNBhByRSThqV360mW3zTvPEpT4060IMeQYsbkx6d6k8yYLIugrJbhHC+Kli/YvD9To6Ymn/0M1zeSVLm/dX2CKiYNqSrehhQLcC6d2aWKScP5U71UMWkwgpIlJg1GUDLFpGFhuZZk+c3SWm+SGneqBTmGFDMmz0z3JpkxOTpYSyImFzfrKikpeT9OE3VMxOfvXEty3D9a/WiS4364zb8hA4B6jf8mCQB7M4NYfCXNsZ98LM0Q591PvpTkuEsfS7PZc/61JIfFK8/P4P2VNM+3nlqa2TjLu2nmfqTaXN//IO0HDhUVR81nvp3mtbP+z76a5Lhd/ynNcevfejfJcXe/8AGGP5Lmsuu54bUkxx0ji0lDX3ea445cTiSWGk00Z4uXuoWw+/b9JMf9+uM01zG/Nv+VJMctW7W7ooLJN76bRpR8cDvN/dXtmVNJjvtkNc0HMvcedePsdJqFJFOjadJmp8fTXA9MT6R5jK+cT3M/ODW2ifXNND/z9naae7fV9TTPieu30yzU+vBR57T+6K+KvX6g724v+u5yn2SDY61fFltQjve06mypBOVgPc2Gpdefm0lyXAB0Qdm70joeW1DuTLTmuOxMcT+BW3qtlZjs3uQ+DkZM1h9zXxuvPJ/uufBcX5qbsffX02wMNWKyR7BVTYMRk2yf2rXR+l9PdU9WoeALS5/BF5Y+Qz3mx8fGAPAF5ekLrSd3MkH59teTHBcDaT48AUAXlHfvt86tbEHZdP4vC/Nzzsxx0zlGTO58g5wAbqT50BYAdv/jzSTH/Z0/fj7JcY2YvDj2aepxKzFZUQaG+5r4zp09fOcOV8KMDbeuIdmCsr+vdbxUgtKdEclibJifcDSwBeXqeuu8whaUg30tWdRFNjHPnW79ztY2uB/UGTE594R7Dzs1lmbxDQBsJBKeN+/zk7/Avpg8Pc59rhkxOdTDvZZ5sFXHg6063lvm/ryihTjmH4oW4+x5ruW3LsbLOSMmXX7oUlyN1YhJl08PfxB13Ds7/jrweiP+RfJHC4fl7Dfvn48+7t7M4fj3xLvxlt2ISZvxby16vlKHEZM2PfPxN2ZGTNrs9sc/Dr7EZONU/GvDJyZfHJmNPq5PSvbV4y8msqTkvfVx759LyUpL7izGCYastGQ34Vza5Xlb2ylotTmV7s75GKwij2dvkpLFOC4/MPaT0T+AEZMuP/nqA++fSzFi0mXwb38y6ri1bf970d6bH486LgB0ff2bh/9wI/4Fv/uFw9cVq4QbVSMmbe6vxl84+64MGW84PoF6fnrZ85U6fInJnjemPV+pxCMma2fizleAX0ruzMcLkSwp+c5S3PVnVlry7tIfRR23bFLSqXRX59jO59kLuGgxznDf4df6y5fib7qNmHR5I/JDKiMmXT56Oe4eK0tIMrZu3390eOTS0mq8TLz36PBj/HAu/p7FiEmb+eX492kjJm32CN7aiEmboYH45KAvMTk9Hn8P6xOTg/3xx/VJyQ1CgjJLSs4uxr2Ws9KSj57EPdey0pJrO/Gntgdbh//OL43m/7xOpTv9QhyfmATSpChPKj4xCcSnKH1iEohPUPrEJBCfoPSJSSA+QekTk0B8gjKryh2boMxKTMbWu7PSkluNNHWJk4ZJS/qoEpQVWlKkKE8qXjEJRKcofWISiE9Q+sQkEJ+gzDrjxX7mnvVzxSYos6rc0QnKjMRkbL07Ky3ZM5WmJlZRUZGPT0wCSJKiPKn4xCQQn6L0iUkgPkHpE5NAfILSJyaB+ASlT0wC8QnKrCp3bIIyKzEZW+/OSksO9FazhBmYtKQPVoKy9DMns1KTQFzFOys1CbQq3qE176zUJNCqeIfWvLPEpCFUUGaJSUOooMwSk4ZQQZklJp/9/wMFZZaYNIQKyqIZk6GCsqjKHSooi2rcoYLy/fWzuVXuC4NhN3vfmjmXO2Mypt6dN2My0bjMioq2k5WaBOIq3lmpSaBV8Q6teWelJoFWxTu05p0pJg2BgjJLTBpCBWWWmDSECsqiM12ooCz6eUIFZdGMyWBBWVDlDhWURTXuUEH5O3/8fG6V+7WxsGvPX5v/Su6MyZh6d9lSkxUVbLJSk0BcxTsrNQm0Kt6hNe+8Gvfael9wzTtLTBpCBWWWmDSECsosMWkIFZRZYtIQKiizxKQhVFAWzZgMFZRFVe5QQVlU4w4VlDfvD+VWuc9MhL2Wr9/eyJ0xGVPvzpsxya53s1HVugF/tTsrNelDU/POE5Mumop3nph00VS888Ski6biXSQmbTQV7yIxaaOpeBeJSRtNxbtITNpoKt5FYtJGU/HWLL/RVLw1MyY1FW/NfElNxVszX1JT79YsvtHUuzWLbzT17qy0pA9fvduzpbuqnB0PDrxhhlS7bTQ17zwx6aKpeOeJSRdNxTtPTLpoKt6FYtJGUfEuEpM2mop3kZi00VS8NZermjcfjSjVVLw1y29UFW/FjElNxVszX1JT8dbMl9TUuzWLbzT17rJKSc+W7uoc2/kceDH7qt1ZqUkfmpp3nph00VS888Ski6birRGPmop3kZi00VS8i8SkjabiXSQmbTQV7yIxaaOpeBeJSRtNxVuz/EZT8dbMmNRUvDXzJTUVb818SU29W7P4RlPv1iy+0dS7s9KSPnz1bs+W7vS1bimpat6fv3MtyTZvaYJSIyYB+aIcjZgE5AlKjZgE5AlKjZgE5AlKjZgE5AlKjZgE5AlK7VZuaYJSu/xGmqDULr6RJii1i2+kCcoUG7n7H3Qn2cidV+OuqGCTqub9mW+fS7LNW5qg1IhJQL4oRyUmAXGCUiMmAXmCUiMmAbkY1H6OLv16bYJTmqDUbuUWJyiVy2+kCUrt4htpglK7+EaaoEyxkbvRWC2tmKyokJCq5v2N7zaSbPOWJii1iUjp12vEJCBPUGrEJCBPUGrEJCBPUGrEJCBPUGrEJCBPUGq3cksTlNrlN9IEpXbxjTRBqV18I01QptjI/eGjWpKN3Hk17lSUttatSU1q0KQmDdUm7xbsLd4G9hZvQ5Gg1IpJKVoxKSXVVu5O3citgb2921DVuys6FU1qUoMmNWmoNnm3YG/xNrC3eBuKrghSfV+tmBSTaCt3p27k1sDe3l1R0cloUpMaNKlJQ7XJuwV7i7eBvcXbUCQotWJSilZMSkm1lbtTN3JrYG/vNpS13q2+EnarhZpKt81xTVBqyROU2tSkTZ6g1KYmbfIEpTY1aZMnKLWpydTkpSdjxGReejJGTOalJ2PEZF56skxisogyJibdxTieSnfFMcVTLQziuCYoteQJSnVq0iZHUGpTkzZ5glKbmrTJE4VluzzNS0/GiMnc9GSEmMxLT8aIybz0ZJnEZBGdkJhkve9WlBu3WqipdNsc1wSlljxBqU1N2uQJSm1q0iZPUGpTkzZ5glKbmkxNXnoyRkzmpSdjxGReejJGTOalJ8skJosoY2LSXYzjqXTncuTJSZ+gZKQmfYIyJDVpk7UoR1vpdmlngjJGTBp8gjJGTBp8gjJWTGalJ2NTkz5ByUhM+gQlIzHpE5RlTUz6qt1Fi28k+NKTDCnpS09WNe6KsuATlIzUpE9QhqQmbbIW5Wgr3S7tTFDGiEmDT1DGiEmDT1DGnrmz/vvY1KRPUDISk15BSUhM+gRlWROTvmp30eIbCb70ZNmlZEVFDD5ByUhN+gRlSGrSJmtRTmwCsp0JyhgxafAJyhgxafAJylgxmZWejE1N+gQlIzHpE5SMxKRPUJY1MemrdhctvpHgS08ypKQvPdnuGrdL0Hc3KZ7Q1KRLigQlELfNOw9bUMaKSYMrKGNSkzbtqHgzxKTBFpSsxKQrKFl1bltQMqvctqAse5XbTU+yEpO2oEyRlgQ4YtIHS0ya9GSVmjx5sFM8KRKUQNw27zxsQRkrJg2uoIxKTdq0oeLNEJMGWxqyztzucVh1bltQMqvcBwRlyavcbnqSlZi0BWWKtCTQOWKySk2eLEyKJzQ16ZIiQQnEbfPOwxaULLHoHicmNWnTjoo3Q0wabEHJSky6gpJV57YFJbPKbQvKsle53fQkKzFpC8oUaUmAIyZ9sMSkSU9qU5NAwLZum4/+T4c3d8fS9bEl+jEB4L++SroRsbjUN08/JgD8/twr9GN+8/55SmrS5cyX6YcEAAzd57+hrZ9PcxM5+71p3iBe+t5b9GO+ODKbJDF5azPN/M7fvf4y/Zhd73pWYRPoky9FFPPNz+SKyXJ1RSpCyTzHxm7u9vETl36WfkwA+Lkf/i79mEN/4w36MQEA9QSfCm9sUlKTLt/592lmg95TbPGWciHRjMkXP7GQ5Lg9CeZO186MJ0lM/tv/9yL9mADw0zf4qeLbi79LP2YqCsRkdY7tfDLPr9/3Iz9O/2ZvvZImRfinPsY/5nOn4tqEWTxZ5QeOllZ7KKlJl+t30oijjS2+WD47nea59bGrad7mXry8TD/mYP92ksTkuzfTXGd98evyrfZS/viDNB9aXF/lz7Xc+VquJ0yzrbsvwfXi1i3Opy02IwNb+NzMi/Tjvrt+nn7Mr61cxlQf/wK/qyvRMpuPHvlkADF7aQK6Seh7gf+mDgAbDf6DcH9rHD01/ifHX3l0mX7Mxv1B7Izx39h7E3ym0uycl1ZFB/Frc79FP+bV4SZ+5Yv8psL6r/PFSfODu2i+d5t+3L0vXacfEwCmR9MIvxTMb3TOhrBmmut7bP4O/3nw5c+dxpl+/k3Or9/gXxd2kpisONm8v8C/GX//Nj9YMdDfjW9e54u5Ww/4H1DNLgxga5v/uC6vpVkIMjWeRvilYHc30UkrAVNjaRKvy6v8a4y7s0MYGeSn5z+4Qz8kbj7cxdlR/vMghZgcifBOUclJAHjt7/witiaDv/8hdof3H/S+51coxxwZ2L+o+/Pn36ccc3Xv4BvaK4Oc+u3XVvaFzPwW78Tx7Yf79bvtu5zj9i3u25NxoslvPD0HjxBP8ivP77+hdRFHfC681HoMdkZ4F/m2mLwyxfkE4NLQfqzv2sAjyjGBlpg07DQ5b26ulFxY5iR+G/f3j9OzxDF/tpSsEc8XzTrwzi8W1rmrVMfxIPfNg52eHB3c/6Duv53+Mcoxrw7v/xX+xvdz5EzNubAZ/Gsfpxy3+cHd/e/xEu8DkL3Pf2v/e2xz3gwev73/u59b5l0PGIm4sce7IB3o2v+AamqAd+6eGGolW06/xEu42GKy9w1OenLr7f2qePcY73H98udOP/vn2U3OjbQrJb+Jb1CO22liUlDnrs6xnU/u+XXyUz+FFyd5H65PDO1/uxcvc0TKQP/+eeD1axyJsrN78Kn9/DnOh2CzC/vjuPp6eY/r3dn9x3J5jfOyXFzePxHMP+F9+FOvt36+tQ3e3396fL+G3t3NSy6cP9V6bk2O8n5WW0xOj3PO27u7+3/nnm7ezdbd2f3rqpV1zrW2KyUfL3CeWzcf7r/2Hy5zngMppCTQEpMLX/mloi9Lk5w0sBKUtpgE0qQoUyQoU8FKUNpiEgB6L/KTGKwEZcN6b1ghndhtMQnwEpRGTAJAzwrnZJkiMWmLSQC4vnE64yt12GKy7NhikoWblmQlHavEZEUqbDEJpElRpkhQpoKVoLTFJADUevkvYlaC0k432kIxBvc4rASlEZMA8Og9zgzqFIlJW0wCwO4S53G1xWTZ6TQxWZaiHkMAACAASURBVFFhYCUobTEJpElRpkhQpoKVoLTFJACMDvET36wEpRGTADA0wPn722IS4CUojZgEgIVlzs+aIjFpi0kA2NnlXF/ZYrLs2GKSRUoxGUt0chJopScNMSlKV07ahKYo7dSkS0yK0k1OGmISlHZq0iU0RemKSZvQBKWdmHSJSVA2cs65oSlKV0zahCYobSnpEpOgzBOToQlKV0zahCYo86RkTHoyq8Ydk5zMk5Kh6cm8CndMetKWkoLUJFClOo4LhW8arPSkKydtQlOUdmrSJSZF6SYnDTEJSjs1eej7BaYoXTF54PsFJijtxKRLTIIyTxqGpijzBGdogtKWki4xCco8MRmaoHTFpE1ogjJPSsakJ7Nq3DHJyU6VksIlONU5tvMpPL9Ofuqnnv1zTIrSlZM2oSlKOzXpEpOidJOThpgEpZ2adAlNUbpi0iY0QWknJl1iEpS2mHQJTVG6YtImNEFpS0mXmARlnpgMTVC6YtImNEGZJyVj0pNZNe6Y5GSelAxNT7ZDSgpSk0Dq5KRN30JYkjJPTALlSlFmiUmgNYcyZBZlnpgEeClKmzIlKPPEZCh5YhJIM4MyNEHZjsQkg6K0ZMjsya88upw7X3JyNGxodzvSki4hqcdmvUpLVqQnT0wC5UpRZolJoDWHMmQWZZ6YBHgpSpsyJShTzIMsSl6m+J6hCcp2JCYZFKUlQ2ZP/vqNZu58ydcRtniqU8VkRUUW7y90BSUp88QkUK4UZZaYBFpzKENmUeaJSYCXorQpU4IyT0yGkicmgTQzKEMTlO1ITDIoSkuGzJ784E7+fMlTk2HPqU5JS450NSlpSRvKb96X8umUZTmpat4pluVoBWVeatKgFZR5qUmDVlBKxCSr4h1LXmrSoBWUEjF5c14XSZaISW29O0WNO8XSG+BoxGQIPikpTE1WnCCEKZ9oyiQoi0iyLEcpKPNSkwatoMxLTRq0glIiCVkV71jyUpMGraCUiMntb8yrjikRk9p6d4oad4qlN0Bni8l2vZ9WdAa+lE+nLMtJVfNOsSxHKyjzUpMGraDMS00atIJSIiZZFe9Y8lKTBq2glIjJuSe6c7ZETGrr3Slq3CmW3gCdJSZdhKnJXCi1boNd77aRVL2LkpMukpp3XqXbh6TmnZea9CGpeRelJl0kFW+JmLSRVLwlYtJGWvHWpCal9e6i1KSNtN4tEZMGab1bm5iU1Lu1iUlJvVsrJiX1bq2YlNS7tVJSUu3WSklJtTsrKakUk1Xl7HggPsfG1LuLkpMukpp3XqXbh6TmnZea9CGpeRelJg/9DIKKt0RMHvgZBBVviZi0kVa8NQlGab1bIzOl9W6JmDRI693axKSk3q1NTErq3VoxKal3a8WkpN7dyVISUIvJ6hzb+YhfBHa920ZS9S5KTh46piBwkVfp9iGpeeelJn1Iat5FqUkXScVbIiZtJBVviZi0kVa8NalJab27KDVpI613S8SkQVrv1iYmJfVubWJSUu/WiklJvVsrJiX1bq2UlFS727mJWykm21PrzrqxPskpyjIkKCUcVcVbW+eWJCg1YhKQ1bs1YhKQpSePS5U7hBSJyU5OSwJVYrKimHYmfjolRVmGBKWEo6p4a6vVEumoTVlKfgaNmARk6cnjUuUOIUVi8oSJyYoTRtaN9UlOUZYhQSnhqCre2jq3JEGpEZOArN6tEZOALD15XKrcIaRITHZyWhLgJCYN1OSkIStBCWSnKLXJSZusFKU2OWnIS1Bqk5M2vhSlNjXp4ktRalOTNlkJSm1q0iYrQRkzZzIrQakVkzZZCUqtmLTJSlDGiMms9GSMmPSlJ2OlpC89GSMl85KToWIyKzkZIyWzkpN5cyUDxWSV6jgeqM+xIQlKbXLSJitFqU1OGvISlNrkpI0vRalNTbr4UpTa1KRNVoJSm5q0yUpQxsx8zEpQxtS/sxKUWjFpk5WgjBGTWenJGDHpS0/GSklfejJGSuYlJ0+omKzOsZ2P+gWRlaAEslOU2uTkgWNmhC60yUlDXoJSm5y08aUotalJF1+KUpuatMlKUGpTkzZZCcqYOZNZCUqtmLTJSlBqxaRNVoIyRkxmpSdjxKQvPRkrJX3pyRgpmZecDBWTWcnJdkpJIFhMtm8hThGhC3PyYKcoPzfzojdFGSMmgc5IUbYrQRm7AMeXoIwRk4A/QRkjJgF/grITEpNlTEv6FuM07g/SE5PstGS18Kai02GnKH/li9e8KcoYMQl0RoqyXQnK2GU0PgkZO5fS9zPFiEnAn6DshMRkGdOSvsU4txd/t+PFZEUFi9CFObnHJKcov3m925uijBGTQGekKNuVoIxdgONLUMaIScCfoIwRk4A/QdkJickypiV9i3FuPtylJybZYjLFwpsiktwyS1JAKQRlCknJJoWgZOMKypjUpCF0i3ceqZfkxIpJHwwx6S7HSVHlZtMJNe7epTRisoiqzl2h5Sjqib8291tJJCWbFIKSjSsoY1KThtAt3nmkXpITKyZ9MMSkuxwnRZWbTVXjzqaqc1dokKSAUgjKFJKSTQpBycYVlDGpSUPoFu88Ui/JiRWTPhhi0l2Ok6LKzaYTatzXV7uSiMkimHVuQ7JnxFEISmA/RRla6XbJSlHGwBaUU31rzxKUMZVum5QJytjUpI/Y1KRBMn9Si0lPljkxaTZ3398ap6cm2WKSmZbcGWtdtLRztqRNJSYrQjmqG24jKEMr3S5ZKcoY2IKy+d7tZwnKmEq3TcoEZWxq0gdLVKb42Ux6ssyJSbO5+8ufO01PTbLF5HFKS1ZisiKEoxCUwH6KMrTS7ZKVooyBLSi3trueJShjKt02KROUsalJH7GpSYNk/qQWk54sc2LSbO6+OztET02yxSQzLXl2tPX7bneN25BCTAKJZk7a5M2ftFm7xH1B7Q02cOYy136+deYW9XgfLJ/GRXLq7Qu3uTd5m/MDGLjPPbGN3uD+rjdO1TEwxzvm8pU6muRzT/0Nrv06NbKGVyYeUo85UBeuLRfy5cfPY7fBvQGf+8409Xi9C3X0rFIPKYYgJqt5WMeDqHOsdP5kzMxJH1d638LfOH+Jesy/+QPfpR5v4f4gnvvLcTOxXBoP/DOuQ3nwxW50dXHPie/PFm+c1rCx10VNUfbUG7g8ST4nfpSbwnz0/iBOXeN+SPu1/8T58NjwGzeH8WCDe97+d4v/K/V4RwlBTFbn2M4n6vyaN3/S5q2LXAk+PFDHtUvcdtDLz3OT8IsrXTg/zRVWjxY5ks7weLGG9U3u+XVxmfueOzTQhUaDJ1Mnx3oxTN4P+pGL3FTv7l4N02PcYz6c517rfXCnFyvr3OfOV97lXlM8Wqnjg5X2pyUBipjMPL8ml5OATFDuPn0hbU1zngh7g63jsATlniVZvv/cDcoxP1hufXrOEpRvP7oIAFjd4MTPN60XOktQ1p6eG0duc37PG6f2fy8MQbl8Zf94LEG5eal1Ihuc4Nw8nRrZf3NjCcq5p4uVLg5wnotffvw8ANDk5Oy9iWf/3EV6I+5daP1sLDlZe/pOKXnekBKT1Y3T8SD6HKtZkMOSlFd63wIAmqAcsC6I/puchTkaFp4mrFmCcuXzrffHoZc458MHX9w/DktQ3njceq/cIb332otxGIKyp77/92QJyu2d1uP43Ksccfzo/f07O5ag/OKXLgAA+kmS9zduDgMATU7+3uqvPvvn7Z3DC/I6DVJisjrHdj7R51eJoDz/9J7z0hTnfXx4oPX+zRaUAE9SLj69FmcJypm5lpjsJrmWx4v7L1+WoNzZbT12q+ucx9CudjME5eTYfv2PJSjHhlqP3elJzrlmd2//98ISlPcetf6y3aTZiB/caT2OLDl5a2b//v/RE84xH6203iNYcrLv6a+lt962xOTRLsTR3Ij3zXF/pNnbk5i9nbEiPJAvPniBery7axPFX6RgmFRpt9l4Lv5Cr2a9l69cLv+MCQZGTALA+mL8DbItJlnMeTa+x2DEJAtbTDLoXag/E5MsaorzYVXlrmCjuRFfXn+f+r1/ZeYOfmWG23v5TXLN+/6/5qbq1t7jV0X39uLfk4yYBA5KwOOMEZMAcP/b8XPHbTHJwohJFkZMsrDF5HGgqnJXMNHciN+Z515bXr+zjut3Di+DjOE7t7hJKyMVWewmGHU82B//e9mxfrDhwbTzIsuCEZMA8Gghfu6ZLSZZGDHJwohJFraYZPBopf5MTLLoU/xaUlW5bUppiPrm6kkkJZOTKCjZxApKOzUJABvTccezU5OATjj5sMVkWTmJYpJJrRn/PKmoaDfL6+8nkZRMTqKgZBMrKO3UpO/ftbg/z+2Fsajj2WKyrFRisqLiZHFnvp5EUjI5iYKSTaygdBfixM6ytFOTALAa+ZSxxWRZOYlikklfTScm20Xb5GRIWqjsKcoYQWkq3TYxgtJUum2GB7aokjImPVnLONGECkpXTD7780BB6YpJQ6h4yhKTMelJZmpybmvIKybvboQ/B31isjvi5pgpJo86LWmoUpMVqQhJC5U9RRkjKBc8S7NiBKWpdNusvbdLlZQx6Uk7NWkTKiizRGSooMz6OUIFZZaYjElPMlOTX/zSBa+Y3IwQvD4xeW4g/GbqOIrJKjVZkYKQtFDZU5QxgnLRUyWNEZS+/3Z3jyspY9KTOxk/SKigzNrUHSooXTFpCBWUWWIyJj3JTE3eezToFZMx38MnJkcGw58zTDF51GlJQztSk0CbZk66+GZQ7gquCTXzKM3MySy0syj3CuY3aedQ+uSkjXYOpU9O2mjnUG4WDJbVzqDMkpMG7QzKLDlp0MyfzBKTBu3syaLEpHb2ZJGU1M6dLEpLaudOFqUltXMni6SkduZkkZTUzJyUCEnf8yWRlCzh510VAdDPsZoZlDaaeZRm5mQW2lmUAwWzgrRzKH1y0kY7h9InJ220cyjteZM+tDMos+SkQTuDskhCauZPFglS7ezJosSkdvZkkZTUzp0sSktq504WpSW1cyeLpGQnzpxMJCWrc2znQz+/+mZQni+45wR08yjNzMksjnpZjk9O2mjnUBaJTe0cSnvepA/tDMosOWnQzqDMkpMGzfzJLDFp0M6eLEpMamdPFglD7dzJorSkdu5kUVpSO3eySEpqZ04WSUnNzEmJkPTNnEwkJY92IY6PMghKQC4pi+SkQSopi+SkQSopi+QkoBOURXISkAvKIjFpkArKIjFpkAjKIjFpkApKaZVbKiglaUmNnJTUuKVyUlrhlspJaVJSKiclSckOFpNAdeN0XEhyji2DoATkkrJIThqkkrJIThqkkrJITgI6QVkkJwG5oCwSkwapoJSmIyWCUprclApKaZVbKiglaUmNnJTUuKVyUlrhlspJaVKy0+RkwrRkdY7tfJKcX8sgKIGjk5RFctIglZSS1KVGUBbJSUAuKIvEpEEqKIvEpEEiKIvEpEEqKKVVbqmglCQZNXJSUuOWyklphVsqJ6VJSamclCQlO1hMAke9EIcJex5l2WdRSpCISUA+h1IiJgHOkhwtUjHJ5ijmCkpr3O8unhV9nXS+ZEy1O5Qyz5as5kpWnCTY8yjLPotSgkRMAvI5lBIxCXCW5GiJnSsZSuz8yRCkNe7H12XnTul8yZhqdyjHscJdUdFpsOdRln0WpQRpHVxa8ZaISYCzJEeLVEyyiZ0/GYK0Yj231C/6Oul8yRRLd4oo82zJss6VzOPIkpMGO0EpSU7aFKUoJclJm7wUpTQ5aShKUEqTk4a8BKVUThqKEpRSOWnIS1BKU5OGovSkVk7mpSelqUlDUXpSuwAnLz2pnS9ZlJ7ULr7JS09ql94UJSe1YjIvOamVkkXJSa2UtJ8jbZgv2WGnm4oMkp5jQxOUQHGKUpKctMlLUUqTk4aiBKU0OWnIS1BK5aShKEEplZOGvASlNDVpKEpPauVkXnpSO++yKD2pXYCTl57UzpcsSk9qF9/kpSe1S2+KkpNaMdkpyck2zJeszrGdT9Lzq52glCQnbYpSlJLkpA0zRVmUoJQmJw15CUrtrMqiBKVUThryEpTS1KShKD2plZN56UlpatJQlJ7ULsDJS09qBWFRelK7+CYvPaldelOUnNSKybzkpFZKFiUntVLSTk62Yb5k+WrdNjGC0uATlVo5afBJSq2cNGRJSq2cNPgkpVZOGnySUismDVmCUisnDT5JGZqa9AlKrZg0+ARl6FbuLDkZuvjGJyhDt3H75GToJu4sORmalvTJydCkpE9OhqYk2ywmgerG6biQ/BwbIygNPlGplZMGn6TUyklDlqTUykmDT1Jq5aTBJym1YtKQJSi1ctLgk5ShqUmfoAxdxOMTlKFbubPkZOjiG5+gDN3G7ZOToZu4s+RkaFqyE+RkmxbfVOfYzif5+TVGUBp8olIrJw3tkJRaOWnwScrQRTo+SakVk4YsQamVkwafpAxNTfoEpVZMGnyCMnQrd5acDE0u+gRl6DZun5wM3cSdJSdD05I+ORmalPTJydCUZJvFJFD2WjfjRt5X9e5aD/vr+areXYEX2l988AK16h2z0dsl9SbvUDHpPf4R1bldmPVe3+Zu9kZuFqFi0sfsvYljJyZtqo3cFWWDcSPvq3rf3P5S0LF8Ve+NwAva3/ziNWrVO2ajt0vqTd6hYtLHUdW5XZj1bt/mbvZGbhahYtLH763+aiUmKyraBONG3lf1Xt0Iu+9kb/RmVr1jNnq7pN7kHSomfRxVnduFWe/2be5mb+RmESomfdya2Th2YtKmXRu58yiH8cH+DX13xAuHOY9y9vYkdR7lSRWUoaxc5j01N6YPHis0NekjNDXp46SISRa9C3XabMnYuZImNVmJyYqywhKUrHmUvzJzhzqP8qQKylBCk40+XLHJPHZoatLHSRGTx5lKTFaUEXNDPxMYigG48yiv31mnS0oWnSQoQxke5D1e9fpB4xSamvQRmpr0cVLEJItHK3XabMnYuZImNVkGMQmUSE4CvBv7skrKSlDqSCEoKzGpo4xiskxS0qYSkxVlh3VjX1ZJWQlKHSkEZSUmdVRiUk4lJivKDOvGvqySshKUOlIIykpM6iijmCyTlLQpi5gESjJz0sfLP/OLxV8kYP0S72Jm+uIT2rFODRVs4hBycWgxeOaky9y9ccpxAGDwDu+mIiZNazMw16DJyY3LPDF5+dIc7VinB7MXAGi4OLBIE5P370xRjgMAA7d5FzS9nIcK3/ylI5OS1Tys48GRnGMZcygB4I3xv0Y5DgD89xc55zIA+JHnZyjHee4vDwTPnHRZnpdtpZTArD8v73DeVwe69mhy8hzxA7uebt7d6wdznA/Z+rv2aGLy1x7/75TjAOWsdR+hlKzOsZ3PkZxfP/Znf4JynFd4n4NQZ1GeJV3Wn5/eoYnKxWXey3VpNXuBj5ZizSKj0WjS5ORzp3hicnKM91htbnHu0bu7mjQx+c513rXIt+7SDoXbqxz5vfpVjm8LoNwLcbJgCcpGL7B5lnRxU29i+rn8jZJSVjf6cGV6Pvo4j9c4F7iLy4PYW+a8mOubdfQ/4rzJ7A400T8ff9LZOTx+KoityQYaI5znU8/QDs5PcZ5Pa9u9uDIe/3wCgJnV+Bvf2YVR7K5yLjq6F7vRQ7rwqO8C3aRQ1BGKSaC6cTouHNk5liUoAZ6knG5O4ceIN1EMSTk6lb9JUsrb75/DtWmO6PzGw1MY7+V8SHZ3fQBjPfHntNEezk3K7GYfPn7q8GLCEL49P4GPn+F8APivPzyP18c4J4//607Y8kGbb6zN4U/Wf5vw05RTSgJHnpaszrGdz5GdX1mCcqivicunOE/F3p4aLp2Lf+8BgL29Jp47XZ6XyNyTGrpIwcf1zQZt5mRXVx27u/EycHyEcz/VVQfOFmyKl7K1U8O5adJ1yGwvTo1z3u9v3I9/rOae7ODBHOfvtrDSwMwTzpNzpwHMrHe8mAQ6VU4aYiVlw/Jt0ZLyaS+fISjtbdmxkpIhKBeXWzeEsYKyvrn/AmQIyt2B1mMeKygZcnJrsvWGzpCTPUP7N3KxgnLt/2/v7oMlO+rzjj+/M3P3RVpJK61kJAwBZKUwBoMJ2KEgBBsnQcYG4SqgcCqAHXBCHJuK41TFBCopiB3KcYVQBGKKKqeMAafAEPNiDLINBgwOAQQIEO+yACFphVbSsi/S7t29t/PHOT3T0/e8dJ/+nTkv83yqpJ3Xc859m779vT0z2/nXTCNOpobJO++5eHFaI07O780DSmqczJwvWWqc7DlKWsP5rZBS9D7GDilSXm7yJRmagRJIj5QagfKzX7sKAJID5Y1Hr1ic1giUt96XT1ZTA6VGnLzzTP57kUacvOnu5SrH1ED5zpsfCAAqcTI1TN54evmxaMTJIYbJgTyFm2Ps+PU+vqZGygv3Lz+E1Ei5byu/v0ag3NlZHtcQIuWx4/kxpAZK9527NQLlrDig1ECpESft50YjTp49t/yapwbKW+/M57AacTI1TB47vvw9RiNO3nMy/1ynxslzzpcsNU72HCWtccdJIC1Q7nqtTStQAumR0g2UQFqkTAmUNkxaKYHSjZNAWqC0YXKxrYRAmRonbZi0UgKlGyaBtDhpw6SVEihTwqQbJYH0MGmjJKAbJoG0ODmQMAlw4jQVgxhjhxgogWFFypRAacOklRIo3TgJpAVKGyatlECZGidtmLRSAqUbJoG0OGnDpJUSKFPCpBslgfQwOcQoCQwmTAIcY6dgEONrSqB04ySgFyiB9EjpBkqgv0hpw6SVEijdOAmkBcqZdyApgTI1Tvqfk5RA6YZJIC1O2jBppQTKlDDpRkkgPUzaKAnohkkgLU4OJEwCNeProN4Qp85XflsvCBw4OseBozoTsWO3XYJjt+m99tMtx/Reny/F7GK911Q88wN6r21x5kg/v2f4YTKFHyZT+GGyL36YTDG/d74SJlNk5/eGyRQDCpNEqjSDwI3H34wbj79ZZVtv/859eLviu45+8FsPbL7RGnxT6bULAeC44jjwfcU3oYnhh8kUfphM4YfJvvhhMsX2ue8xTBKt0Zc+8jq1bX37LoNv36UzF/rOHffjO3fovfnbbd8bRAvGjt6UDVtzvTe2mc/7yS5aT3cH9obJFH6Y7IsfJlPcc3J3JUymOLe7N0ymGFCYrDWalZOuNqso/dWTruiVlFn1p6TNSkp/9aSrzUrK2BWU/qpJV+wKSn/VpC92FaW/cnJlW5GrKNusnKyLkrErJ5uiZOzqybowGbt6ss2Kybog2WbVZF2QjF05WRck26yaHGiU5KqOaRjcGKu5ihKIX0nprpz0DWElZewKSn/VpCt2BaW/atIXu4rSXznpil1F2WblZF2UjF052RQlY1dP1oXJ2NWTbVZM1gXJNqsmhxokgcFGSY6x4ze48bXNKkp/9aQrdiWlu3LS12Ylpb960rWOlZT+qklXbJTzV036YldR+isnXbGrKNusnKz7+GNXTjZFydjVk3VhMnb1ZJsVk3VBss2qybogGbtysi5Itlk1OdAoOf6ndZeJiZR1cRLQDZRAXKSsi5NWTKSMiZN1YdKKCZRNcRKIC5R1cRKIC5SxcbJptWRMnAxZLRkTJ0NWTMYEypg4GbJKMiZONq2S1AyTQFycHGiUtDhxmobBjrF9PtW7LlAC/UbKmDhZFyatmEDZFCeBuEBZFyeBuEAZGyebVkvGxMmQ1ZIxcTJkxWRMoIyJkyGrJGPiJKNkaxxjx2+w42tMpKyLk4BuoATiImVdnLS6ipR1YdKKCZRNcRKIC5R1cRKIC5SxcbLp446JkyGrJWPiZMiKyZhAGRMnQ1ZJxsTJplWSmmESiIuTA42S1vif1l1mqE/1BuKe7n3o4NnG29xy7EjwU76vuPBU0O1CaT7FW9uZI0b9qd5nL9tVfRq3Nu2ncoeGyTvvuVg1TGo+fRvgU7iJtA31qd5AN0/3Dn3K94m7D6jtF9B9ire275+bqz/V+84z+1Wfxq1N+6ncoWHyxtPHVMPkkJ++DQw+TBJ1aqhP9Qbinu49mzWHq9u+Z3p7yrfmU7y1zeeZ+lO9Z5nu07i1aT+VOzRMHjt+TjVMaj59G9jcp3CXGfXKSVfTKsqmlZOuoFWUDSsnfSErKUNWUFpNKylDVk+GrJp0haygDFk5aTWtoGxaNblnew2rKENWTsZGyabVkzGvLxmycjI2TIasnmyKkzGvJxkSJmODZMjKyZgo2bRyckRRkqs6pmEUY+y6V1E2rZz0rXslZcjqyZBVk66QFZQhKyetphWUTasmfU2rKENWTsZGyabVkzGvLxmycjI2TIasnmyKkzGvJxkSJoccJIFRRUmOseM3ivG1aRVl08pJV8gqyqaVk76QlZQhKygtjZWUIasmXSHBLmTlpNW0grJp1aSvaRVlyMrJ2CjZtHoy5vUlQ1ZOxobJkNWTTXEy5vUkQ8JkbJAMWTkZEyWbVk6OKEpOc+Wkq2kVZRax+C9oFeVu3IOi5pvmAM0rKbVXT4aICZOA7hvlAOlvlqO9WjL2jW9uv1v3eyRonzVhMnSlZAztMBm7WnJCYZJorda9ivKYxL1uruYqSqB5JaX26skQMWES0H2jHCD9zXK0V0vGvvHN5++8XHX/IerCZOhKyRgMk0Tj07SK8vTZ8DlnyCrK7XNx8yXNN80B+l1JWSUmTAK6b5QDpL9ZjvZqydg3vrnj2Prf3KYuTIaulIyhHSZjV0tOKEzWmszKSVfVKsqY1ZO+0tWUkasnfWWrKWNWT/qqVlOWraKMXTXpKltBGRsmXVUrKGNXTq5ss2QVZdXKyZQoWbVyMuUductWUKY8lbts9WRVlEyJkWWrJlOftl0WJ1Oeul0VJ0caJbmqYxpGN8Zqv2EOUL6aMnb1pG9dqynLVlHGrpp0la2gjA2TrqoVlLErJ11lqyirVk6mRMmqlZMp78hdtoIy5ancZasnq6JkSowsWzU59BhpjTRKcowdv9GNr1WrR2C24wAAIABJREFUKGNWT/rKVlPGrp70la2mjFk96YtZTRm7atJVFvFiw6SragVl7MpJV9kqyqqVkylRsmrlZMo7cpetoEx5KnfZ6smqKJkSI8tWTaY+bbssTqY8dbsqTo40Sk7zDXGa+JEyJU5aeyKlcqBMiZOWHyn9OJkSJi0/UKbEScuPlClxEtgbKMviZOpqST9OpkRJy4+TGq8x6QdKP05qrJD046R2mNR4PUk/To40SlqcOE3DaMfYdUTKoQVKYG+k9ONkSpi0/ECZEictP1KmxElgb6Asi5OpqyX9OJkSJRfb9OKkxmtM+oHSj5MaKyT9ODmGMDnSKGlxjB2/0Y6vfqRMiZOWHym1A2VKnLSaImVKmLT8oJcSJy0/UqbESWBvoCyLk6mrJf04mRIlLT9OarzGpB8o/TipsULSj5PaYVLj9ST9ODnSKGltZpy0bKTUiJPWIlImxkmXDZUagdKyodINlBpxElgNlBpxElgGytQwubLNIlK6cVLzKdw2UGqESWA1Tmq9+Y0bJ22Y1HzKtg2Tmm9wY+Ok5pvc2Dg58ihpceI0DaMfY7uMlKlx0tVlqHQDpUacBFYDpUacBJaBMjVMumykdOOk5lO4baDUCJPAapzUevMbN07aMKn5lG0bJscQJIHRR0mLY+z4jX58tZFSI05aNlKmxkmXDZUagdIqC5UacRJYDXsacRJYBsrUMOmykdKNk5pP4baBUiNMAqtxUuvNb9w4acOk5lO2bZjUfIMbGyc13+TGxsmRR0lrs+Mk0E2gBIpIqRgogTxSagZKII+Ud50+pBYmrZ0T+9TCpGt+Uv93wtm2dPIu3LMrdV+LBcgDpfa7cj/s8N24/dQl6q8jef7UlmqUBPIwqRklgcmFSYATp6mYxBjbRaAE8kipGSiB7iLlxUfOqIVJ65rL71ULk66T53VfLwsAHnzB/Z28C/eW8u9YQB4otd+V+9GX3I8//s5B9deR/Nx97xpNlAQmEyYBjrFTMInxtYtACeSRUjNQAnmk1AyUwDJSaoVJa5bphUnXbnNbiXbo4KyTd+G+9GL9Y73q8m31d+W+4vB5/O1tW+qvI3nHsW3VKAnkYVIzSgKTC5MA4+Sqh79S9wu7c8Dg3GUd/DImwIFLm98RNMa5c7oTkp2T+V8wsvuVJzoGmJ/SHYTOH9L/Vt49uIutS86qbnNnJx99Ljt8WnW7x5XD9PkT+zD/vv4Ed3YWmJ/W/dp/+dWTCZIuTpymYXJjrHaoPLj/QXjigeeqbhMArtx/EE95gO6P0TWHdP9Y9Zl7LwQAPOIi3XHma6f24YEH6t9tNNa+TH+Sd/Ppffhh5Y/9z+/IJ01XV7wOdVvvuF03St4qN+H24x9T3WZXJhQkXRxjx29y4+vff9qvqW7v8AUGVxzW/13+wD7BkcO6f6zav0+3zp08nYeufVvKc+OdXUim+/BxyYX6X6Oz54ArE99M1ne0eLbi5Yd1t3vLbbpjzPGT53DbMd3fgQDg3Hng9hO636df/1j9G2aNFONkGc1IuXNg+WlSDZXFl04zUmoGShsnAeVA6XzXaUVKzTi5e3A5CdOMkzZMArpxUjNMni+ezq8ZJmfOp1AzTE40SlqcOE3DZMdYzUh5cP+DFqc1Q+WV+/OnomlGSs1AaeMkoBsov3ZquapBK1JqxsmbTy+PTzNO2jAJ6MZJzTB5q9wEAKMIkxONkhbH2PGb7PiqGSkPX7D8NGmGygP78h8hzUipGShtnAR0A+XOznIs1IqUmnHyrLP4UDNOHnXe60EzTmqGyeMn8w9eM0yecw5PM0xONEpajJN1NCKlGyctlUhZ8qXTCJVagdKNk4BioPQ+nRqBUitOumES0IuTbpgE9OKkRpg8X/IO7RpxclbyqdOIkxOPkhYnTtMw+TFWI1K6cdLSiJQ2Tro0QqVWoHTjJKAXKN04CegESq046YZJQC9OumES0IuTGmHSBknXkOPkxKOkxTF2/CY/vmpESjdOWhqR0sZJl0ao1AqUbpwE9AKlGycBnUCpFSfPes+K1oqTR703odWKkxph0gZJl0acPFdyaBpxcuJR0mKcDJESKcvipJUcKSu+fKmRMjVQ+mHSSg6UNd9xKZEyNU76UdKVGij9MGmlBsrUMFkWJYH0MFkWJRfbToiTGxIlLU6cpmFjxtiUSFkWJ63USFkWKIH0SJkaKP0waaUGSj9MulIiZWqc9KOkKzVQ+mHSSg2UqWGyLEoCww2TGxIlLY6x47cx42tKpCyLk1ZqpCwLlEB6pEwNlH6YtFIDpR8mXSmRMjVO+lHSlRoo/TBppQbK1DBZFiWB9DBZFiWtlDi5IVHSYpyM0TZS1gVKIDFSNjyetQ2VKYGyKk5arSNlw3dc20CZEifrwiTQPk5WRUkrJU62DZNVQdJKCZN1URJoHyY3LEpanDhNw8aNsW0jZV2gBNIiZVWgtNqGypRAWRUnrbaRsi5OAu0DZUqcrAuTQPs4WRUlrZQ42TZMVgVJa4hhcsOipMUxdvw2bnxtGynrAiWQFimrAqXVNlSmBMqqOGm1jZR1cRJoHyhT4mRdmATax8mqKGmlxMm2YbIqSFopYbIuSgLtw+SGRUmLcbKt2FDZFChd0bEy4vEsNlbGRsqmMGm1CpSBn8LYSNkmTjZFSatNnGwKk1ZsoIyNkk0x0hUbJpti5Mq2I8PkhgZJFydO07DRY2xsqGwKlK7YWNkUKF2xsTI2UjaFSatNoGyKk1ZspGwTJ5uipNUmTjaFSSs2UMZGyaYY6RpSmNzQIOniGDt+Gz2+xobKpkDpio2VTYHSFRsrYyNlU5i02gTKpjhpxUbKNnGyKUpabeJkU5i0YgNlbJRsipGu2DDZFCNdsWFyQ4Oki3EyVWikjImTVlSkbPGrUmioDA2UoWHSFRwpW3y3hUbKmDgZGiVdoYEyNEq6QgNlaJiMCZJWTJiMiZKL7QfGSUbJBU6cpoFjLMIjZUyctGIiZUygtEJDZWigDA2TrtBIGRomXaGRMiZOhkZJV2igDI2SrtBAGRomY4KkNZQwySi5wDF2/Di+IjxSxsRJKyZSxgRKKzRUhgbK0DDpCo2UoWHSFRopY+JkaJR0hQbK0CjpCg2UoWEyJkhaMWEyJkpaoXGSUXKBcVJLSKRsEyitoFDZ8telkEjZFCjbhElXY6RM+G5ripQhcbJNlLSa4mSbKOlqCpQhYbJNlATCwmSbILnYfkCYZJTcgxOnaeAY6wiJlG0CpRUSKtsESiAsUjYFyjZh0tUUKdvESaspUobEyTZR0mqKk22ipKspUIaEyTZREhhGmGSU3INj7PhxfHWERMo2gdIKCZVtAiUQFimbAmWbMOlqipRt4qTVFClD4mSbKGk1xck2UdLVFChDwmSbKAmEhck2QdIKCZOMknswTmqri5QpcdJVGSoVfl2qC5V1gTI1TgINgVLhU1cVKeviZEqUtOriZGqYBOrjZF2YbBskXVVxMiVIrmy/Jk4ySlbixGkaOMaWqIuUKXHSVRUq28ZJV12orAuUqXESqA+UKXHSqoqUdXEyJUpadXEyNUwC9XGyLky2DZKuPuMko2QljrHjx/G1RF2kTImTrqpQ2TZOuupCZV2gTI2TQH2gTImTVlWkrIuTKVHSqouTqWESqI+TdWGybZB0VcXJlCDpqouTjJKVGCe75sdKrUDpWomVHfzK5AdLP1JqhEnXnkip/CnzI2VZnNSIki4/UGpESZcfKP0oqREifW6Y1IqRK9v3wiRjZDBOnKaBY2wAP1ZqBUqXGys1AqXPD5Z+pNQIky4/UmqESZcfKcvipEaUdPmBUiNKuvxA6UdJjRDpW3eYZIwMxjF2/Di+BvBjpVagdLmxUiNQ+vxg6UdKjTDp8iOlRph0+ZGyLE5qREmXHyg1oqTLD5R+lNQIkT43TGrFSJcfJhkjgzFOrpMNlV0ESsCJlB3/2nTg0jOLQKkdJl2LSNnhd9r8lCzipHaQdNk4qR0lXTZQHj9xQScx0mXDZBdREliGSQbJVjhxmgaOsZFsqOwiUALLSNlFoHQ95QGyCJTaYdJlI6V2nHQ98MDOIk5qB0mXjZPaUdJlA+U7bj/WSYx0rStMMki2wjF2/Di+RrKhsotACSwjZReB0nXk8P5FoNQOky4bKbXjpEsyWcRJ7SDpsnFSO0q6bKC85bbzncRIlw2TXURJYBkmGSRbYZzswzW/85rO97Gz32D3UNy7T0Vbw3eAbGeQ890OVF1GSVd2qNsHWwDYPdVdLAaA7L4MW5Hvht7G11/xbzvfx4Rx4jQNHGNbuuDAQzvfx8MueDIeu3V1p/t4zGXx78IZ6xsnDB5+Sbf72DHdPyR97u4dHNnf3R//rD859dFOt7+9cwrHTn62030AjJKJOMaOH8fXlp7287/a+T4uvSjDoYPdPp5fdGHYm+2lOLu9iwsOdDuOHzzQ/cdx4vQ5XHxht/NLALj16H2dbv/+swZ33tv9nP8jf/r6zvcxYYyTfesyVO7sX36JOg2VHX4nyPZycOoqUk4hTnYZJbP7ll+DLsMkg6QaTpymgWOsgi5D5cMuePLidJehsstI+Y0Ty2+zriJll3Hyc3cvf7fpMk52GSW3d04tTncZJhkk1XCMHT+Orwq6DJWXXrR8PO8yVHYZKc9uL+eXXUXKLuPkCWdlaZdxsssoef/Z5Y96l2GSQVIN4+SQdBEq3UBpdRIqO/hucMPk4rIOAuW64iTQTaDsIky6QdLqIkwySHaCE6dp4BirrItQ6QZKq4tQ2UWgdMOk1UWg7CpOumHS6iJQdhEm3SBpdREmGSQ7wTF2/Di+KusiVLqB0uoiVHYRKN0waXURKLuKkydKnvLeRaDsIky6QdLqIkwySHaCcXLINGNlWaR0qQZLpe+Msji55zYKsXKMcVIzSJaFSJdmlGSMXAtOnKaBY2zHNGNlWaR0aQZLrVBZFid9GrFSK06WxUifVpzUDJJlIdKlGSUZI9eCY+z4cXztmGasLIuULs1gqRUqy+KkTyNWasXJshjp04qTmkGyLES6NKMkY+RaME6OhUaobAqUruRYmfjdERImF7dNDJTrjJNAeqBMDZNNMdKlESYZJNeOE6dp4Bi7RhqhsilQulJjZWqgDAmTVmqg1IiTIWHSSg2UqWGyKUa6NMIkg+TacYwdP46va6QRKpsCpSs1VqYGypAwaaUGSo04GRImrdRAmRomm2KkSyNMMkiuHePkWLWJlTFx0tc6VrbYZUyY3HPfFqFy3XESaBco20bJmBjpaxMnGSN7x4nTNHCM7VGbWBkTJ31tY2WbSBkTJn1tQmXbOBkTJH1tAmXbKBkTI31t4iRjZO84xo4fx9cetYmVMXHS1zZWtomUMWHS1yZUto2TMUHS1yZQto2SMTHS1yZOMkb2jnFyKmJiZUqktKJjZcQuU+LkYhsRkXLocTI2SqbESCsmSjJGDg4nTtPAMXZAYmJlSqS0YmNlTKRMiZNWTKSMjZMpUdKKiZOxUTIlRloxUZIxcnA4xo4fx9cBiYmVKZHSio2VMZEyJU5aMZEyNk6mREkrJk7GRsmUGGnFREnGyMFhnJyyumCpESir1IbLmt1qRMnKbdfEyj7ipFUXKeuipEaArFIXJhkiR4ETp2ngGDtwdcFSI1BWqQuXdZFSI0pWqYuVTXFSI0ZWqYuUdVFSI0BWqQuTDJGjwDF2/Di+DlxdsNQIlFXqwmVdpNSIklXqYmVTnNSIkVXqImVdlNQIkFXqwiRD5CgwTm6SsljZZaR07QmWJbvtMk6u7McLlUOLk36U7DJEusqiJGPkKHHiNA0cY0emLFZ2GSldfrAsi5RdxkmXHyrL4mSXQdJVFif9KNlliHSVRUnGyFHiGDt+HF9HpixWdhkpXX6wLIuUXcZJlx8qy+Jkl0HSVRYn/SjZZYh0lUVJxshRYpzcdA977X/rbd+7h3YW30XrCpNlzFa/38o2UO6e2lpbiCxzy7/5jd72Tao4cZoGjrET8MjLnt/bvh+7dfUiUq4rTJa55mJZW4wsYwPln5z66NpCZJm7Tnyqt32TKo6x48fxdQKe94KX9rbvQwezRaRcV5gsc+Tw/rXFyDI2UN569L61hcgyb3/L63rbN6linKRVfcbKviJhn3GSMZI6wInTNHCMnaA+Y+WTDl7Ty35Pnutv4vaXZz7Q274ZIyeLY+z4cXydoD5j5WUXp79rdhtbW/3NI48e2+5t34yRk8U4Sc36CJbrDIbrjpN9BEmGyI3CidM0cIzdEH0Ey3WGynXHyT6CJEPkRuEYO34cXzdEH8FynaFy3XGyjyDJELlRGCdJR9cBs8uA2HWc7DpGMjyShxOnaeAYSwtdB8wuY2XXcbLrGMnwSB6OsePH8ZUWug6YXcbKruNk1zGS4ZE8jJO0HtrxUjMoasdJ7RjJ+EiROHGaBo6xFEw7XmrGSu04qR0jGR8pEsfY8eP4SsG046VmrNSOk9oxkvGRIjFO0nCkBMyUwJgaJ1NiJMMjdYATp2ngGEuqUgJmSqxMjZMpMZLhkTrAMXb8OL6SqpSAmRIrU+NkSoxkeKQOME7SuIUEzab4GBInQwIkQyMNBCdO08AxlnoXEjSbwmVInAwJkAyNNBAcY8eP4yv1LiRoNoXLkDgZEiAZGmkgkuIkERERERERERERkbr+3peeiIiIiIiIiIiINhrjJBEREREREREREfWCcZKIiIiIiIiIiIh6wThJREREREREREREvWCcJCIiIiIiIiIiol4wThIREREREREREVEvGCeJiIiIiIiIiIioF4yTRERERERERERE1AvGSSIiIiIiIiIiIuoF4yQRERERERERERH1gnGSiIiIiIiIiIiIejHv+wA2weVyldmWbYi9QBb/A0RKLvNPFydKT5ff3vi3qdiWWbncv11+fKb0cuf+Nduou6/VeAzFedNw/co2A7a3et40XL/Y8uK8eNc7n6nFlzW/yr+PWbmNlJyXxX3zY1ueN86288vd+y9Or1xuFvtd2Y69TJbn3fsvti/Guw+QrdzOuU4Agawcvz3nnr7hC2evN8ZcCyKiBCJZyYO3fcyxD7rLR6TFo5HIyiX+dXsftfzT9pxAvPuv3qZ8L6VH5Q/7WB7+6mVSc93yhHiXVV/nPJ6XbG9x25Jxrfw6y+z5mMrGycUx+Mclq8eV32f1yy3OHaTYhncQ7pfbO5i9H6zsPbCS27nnpeJ2zvee/0kS73r/visfVMV9ZM8Hv/j3hhu+zvGViFTIBQ8w2N2254p/KkaXPZcvz9qxZPUxvmScKhlLqsaXuvFvz1HInqNaHRcA53eGkNvuvZF/2er+peSyvfvJb7p6aey+9hxryU723t+02p47Vq/cz//Y7Bhdt13nGFa/lqZ2W+68eO/xudt09i/uNr25tTjb8j4vgOCGL5zmGNshxsk12MZZPGF+LSQTQDIgE8hslv/0ZBkwyyDF5ciy/D8pfimd2dOZczq/3Ijka1+L7SzOO6dNli1+iTUZYDJZ/BJsZpLfTvLLjR01suK27v1WtpHfzojdnj1dfjn2XIfFCGUyJ07a8959/MsX16G4bM99TMU2lpHQZGZ1pMzsfQyk2AZk+a/Yf7PiQUsMsswsLs8kP53/B8yy3ZXTGZzTxe0yMZhJfj4Tg3lxu8VpMc75ncXprcXpXWzJLrJiGzMxmMsOZsjPb8lOsf3d/HRxnxl2l9fBYEvOYyamuDw/nWEXM9nFFvLbzeztimPYh518nzDFdQYZgJkAWxDMRJBBsIWsOJ3l5yV/yJld9Y3Lu/hZI6JNYyCyD0BWTCzm+XiKGbLF6XyMtefz01v5v8iQZXMIZvl1yDArrhPM8tPFI1iGLWQyK87PMDNzZMjPzzFHZrLi9AxissXj3gwz5NcIZpLlwzYEc8ny4RsCEWAuAhEpHkvzyzLJTxdD6uK8He5n2fLXgFlxe4EUt7PnzeK0f9t8X2a5PTueLfaVP7YvTi+2Z5ztGcwX9zErt5tnBlKMG/nHuFvsy2CWuWPh8rRIcV2Wn8+y4j5ZMe5my7E2m+1CsuJXq5kBijFa5vllUvyOYM8jA2SWH7hkAsyluFyK381keXqeLU5jnm9M3PNZcf3MOT2fLe8jmXM+A2bO6fls+bueez7LYGbL05jPig9ued7Y8/P58nLnPvPZT3F8JSIdu2eBBz+1eECdLR9Y3QfVbIbiQXX1dvkEqnjsB/ZLPhbNUDxc2nGkuF6K87NiqroYb5ZT2cV14tzX/m3HmfIuL/dO199OVm4nK7eTPduzf8hcbk+QFfPTPdtb2bYUD//FnzgzWexHit8DSo9pz8chzmmz+vGJc+zOx5F/TGZ5+eJ2ZvXzsrI9s/d2xdcmP11sz479zvnF18rebrE957qV2xW/CwCLsX+xvWzXOfbd5feAnXN71+W/SyxP5/ffXewzv11xPtspjmMXWbaT/yu7xfld55skQ3blJznGdohP6yYiIiIiIiIiIqJeME4SERERERERERFRLxgniYiIiIiIiIiIqBeMk0RERERERERERNQLxkkiIiIiIiIiIiLqBeMkERERERERERER9UKMMX0fw+SJyJcAnOn7OIgG5IAx5lF9HwQRjRvH18G7AsD3AWwrb/cIgNPg174Mx1ciUsExlmgPjrEdmvd9ABvijDHm8X0fhCYRuRTAVwE80Rhzc9/HAwAi8isA/swY862EbfwigE8ZY77sXPZOAH9jjHlN38cyFSLymb6PgYgmYXLjqyYReSyAzyIfw55Ucv2HAXzXGPMChX29EcD9xphfL84/GMDNAB5jjDmuuU8ReT0AGGN+Ne2op4fjKxEpmtwYyzlsP8cyFRxju8WndVNb/wH5A9fiQV1EPiwif9jHwRSToNcCWJkAtTiexwP4Fe+yVwJ4hYhcUrHvN4rIf1/TsRAREYX6ZQBvB/A4EXlEyfWPBXBD6k5ERAA8A8B7nIufBeBjbphU3Od7AFyXuA0iIto8nMMu98M5LA0K4yRFE5ELALwYwO97V6lMcloqmwS1OZ49Ex5jzBcB/C2Af+bfOGJCpnIsREREIUTkIIB/CuANAN4P4EXe9T8E4DB0xu0fB3AAwMedy67D6tiouc+PALhIRB6XuB0iItoQnMMucQ5LQ8Q4uR5v6vsAlD0dwC6AT9gLlCc5baxMghKO5yMon/C8F8AvlNy+cULWwbFMwdR+JoioH3wsqfZs5KsfPg7grQBeICJbzvWPQz6Wf15hX88C8H5jzHkAEJHDAP4h8rHTpbJPY8w5AB8o9kur+DNBRFqm9njCOewS57DtTO1nYlAYJ9fAGDO1b+InA7jBrL6bkuYkJ0rFJKjV8dRMeD4F4CeKlSiukAmZ9rGM3gR/JoioB3wsqfViAH9UjNXvR/464890rn8cgK8bY05VbUBE3isinxeRpvHrOgDvds7/HICbjDHf9m6nuc/3YILjYyr+TBCRlgk+nnAOu8Q5bAsT/JkYFMZJauMhAO7wLmuccHSobBKUcjxlE57bAWwBeKB3eciETPtYiIiIKonINcgnGW8DAGPMNoB3Ig+W1uPQsBrCGPNMY8yPGWN+rGFfVwO43rn46QD+rOTmKvssfADAI0Xk7zTcjoiICOAc1sU5LA0O46QCEfkHIvI3InK/iBwVkdeU/HWi7H7PFpF3ici3i/t+TUReLSIXreO4ExwEcMa7rHHCUUdEfktETMN/P1lx97JJUMrxlE147i/+XXxdIyZk2scySCLyYBF5p4h8X0ROiMj/CTluEXm8iLxJRL4qIveJyHdE5G0i8rB1HDcRDdcGjq9aXgzgRmPMTc5lbwXwT4oXvAdqXkdKRC4XkW8Vp2fFSsZZxb6eBeBDxpjTzmXfAvDQktuW7jNyf9ZDANwH4HsNt5sEjrFEpG0Dx1jOYcE5rI/j63AwTiYSkUcD+Avkvxz/HIBXAPglAH8QcPd/B2AH+buGXQvg9wD8KwB/ISJD/tocA3Cpd1nqJOe1AB7R8N+nKo7nW9g7CUo5nrIJz2XFv3c5l4VOyLSPZXAkf4HpDwP4YQAvBPB8AH8XwF+JyIUNd38egEcCeB2AnwHwmwD+HoDPOJNoItowGzq+JhOROfLH4bd6V/01gO8C+KXiF+fLAHy2bBvGmGPF9TDG7AA4CqDql21/9QWK808vjsUeV+U+I/fn7vd6Y4w/0ZwcjrFEpG1Dx1jOYXOcwxY4vg7LvPkm1OCVyH/Zf07x+goQkW0AbxaR3zHGlP7iX3iGMcZ9oPioiNwD4M0AfhL5D8oQfQ7AL9ozIZMcEVlMOkTETjq+6d4G+YDRxrsBXC8ic2PMeYXjKZvwPArA7caYO53LrkP+tVr3sQzRLyP/C9zDjTHfBAAR+QKAbwD4lwBeU3Pf3/F+DiAinwBwS7Hd/9jJERPR0G3i+KrhZwFcCeCLIvIo77qPAvjnAL5anD/n3WbHGPOV4vS9InIEwD0AHoySMVpErgDwBORvvuP6NPJJyVMAfKi4zL4wftU+G/fnuQ75hGATcIwlIm2bOMZyDru8HeewOY6vAzLkv2wMnuTvenktgHfYB/XCOwBsI/+hrOR/Mxc+Xfz7gyoH2Y3rATyimEQA3oTD+e8Rzn3uFZEjIiIIm3TEcCdBGsez8k5lhScD+KA940zI3tfDsQzRMwF80j6oA4Ax5hbk74YX/XNQvN7JXRj2zwERdWSDx1cNLyr+/SCAL3r/PR/5aoZfL27zCe/6dzjbuQPAVQBeAuCvjTHHS/b1DACf9iY9KN5s4L1Y/TrZ8bBqnyH7AwCIyIMAPAbAn1bdZmI4xhKRmg0eYzmH5RzWx/F1QLhyMs0PATgA4EvuhcaYMyJyM4AfabFN+4Dwldpb9cgY80UR+RTypcxvwOqEw/UlAD9anLaTjueiYdLR4niMiNhJ0IdSjqdswiMiBwD8PICnOduqnJB1eSwD9kiUD0A3AXhO7MaKge8HMOCfAyLq1EYGxBEQAAAEVElEQVSOrxqMMc9svlWQ2wH8AoCfAvCPRWQfgP8E4EIAZ40x/x7lT+m23gPgjQBeWhzXywC8LHR/AFCxTyCfTHzcGHNP649uXDjGEpGmjRxjOYcFwDmsj+PrgHDlZBr7Gg73llx3j3N9EBH5QQCvAvCXxpjPJB5b114J4KUiMjPGvMwYIyX//ahzezvpeD6A3+jgeN6DfLKCxOMpm/C8CMD/M8Z80rmsaULW1bEM1WWo/jnwX9ulluSvUfZG5H91+v30QyOiEdrk8XUo7kA+Dl1XvC7VS5BPZo8DuLi4zScA/O+K+38YwKUi0vSu21X7Q8U+gfoxeIo4xhKRpk0eYzmH5RzWxfF1QLhyMlCxXNl/AVwp/jVld4nc/iHkDwjnkb8Y8aAZYz4oIm8A8CAA3w64i510PNWsvviulsUkyBjz+YTjKXvAPgfg17zLgiZkHRzLkCX/HBReD+CJAH7WGFM2WBDRhHB8HSZjzL/2LnoMgJe4TwE0xvzXmvtvA7gkYX+l+yxu+7SS204dx1giisYxdhXnsJzDluD4OhCMk+GeAuCvvMvskveyvy5dinw5cKNiyfV7kb8Y61OMMd9te5DrZIwJfiH6ikmH5rFoTIJKJzzGmDeVXNb1hGxsk697Uf1zEPzgLCKvBvAvALzQGPPnSsdGRMPG8XUc3gfgD0TkdgDvM8Z8bKL7HCKOsUTUFsdYD+ew6z+WAeP4OiCMk+FuAPDj3mU3AziL/LUKFooH6qsB/HHTRosXJH4XgJ8A8I+MMV9UOVqi9boJ3s9B4UcAfDlkAyLycgC/CeClxpi3KB4bEQ0bx9cRMMa8G2teCdHHPgeKYywRtcUxlqgax9cB4WtOBjLGnDTGfMb7bxv5u189t3iNAevZAPYj/0tSJRHJALwNwE8jf42lT9bdnmjA3gvgCSJytb1ARB4K4Elo+DkobvtSAL8F4OXGmP/R0TES0QBxfCVqxDGWiFrhGEtUi+PrgIgxZU+xp1DFC73/XwAfQP6uXw8F8LsAPmSMeY5zuxcA+F8AftoY89Hist9D/mLvv42972b13bEsjScSkQsB3AjgfgCvQP7aHf8ZwEUAHm2MOVXc7iHI/1r7KmPMq4rLngfgjwBcj/xFql0njDFBf7Uiomnh+EqU4xhLRNo4xhJxfB0arpxMVLxY7NMAXAXg/QD+C4A/BPBC76YZ8hcjdl9c9WeKf1+OfHBw/3txd0dNpKt4EeSnAvg6gLcg/2vqLchfIPmUc1P7otzuY8+1xeXXYu/Pwf/s/OCJaJA4vhLlOMYSkTaOsUQcX4eGKyeJiIiIiIiIiIioF1w5SURERERERERERL1gnCQiIiIiIiIiIqJeME4SERERERERERFRLxgniYiIiIiIiIiIqBeMk0RERERERERERNQLxkkiIiIiIiIiIiLqBeMkERERERERERER9YJxkoiIiIiIiIiIiHrBOElERERERERERES9+P940oQXRfxpYQAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import healpy as hp\n", "\n", @@ -466,22 +320,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Lavg = np.average(L_nue, axis=1)\n", "dL_over_L = (L_nue - Lavg[:,np.newaxis]) / Lavg[:,np.newaxis]\n", @@ -517,22 +358,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Lavg = np.average(L_nue_bar, axis=1)\n", "dL_over_L = (L_nue_bar - Lavg[:,np.newaxis]) / Lavg[:,np.newaxis]\n", @@ -570,22 +398,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Lavg = np.average(L_nux, axis=1)\n", "dL_over_L = (L_nux - Lavg[:,np.newaxis]) / Lavg[:,np.newaxis]\n", @@ -615,7 +430,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -629,7 +444,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Fornax_2021/Fornax_2021.ipynb b/models/Fornax_2021/Fornax_2021.ipynb index aee0e03c5..0561aaefd 100644 --- a/models/Fornax_2021/Fornax_2021.ipynb +++ b/models/Fornax_2021/Fornax_2021.ipynb @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -26,190 +26,98 @@ "\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", - "import numpy as np" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=16)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Model Class\n", - "\n", - "Test class that inherits from the `SupernovaModel` abstract base class in `snewpy.models`.\n", + "import numpy as np\n", "\n", - "In this implementation, we read in the spectra computed on a discrete energy grid with 12 energy bins (see the [documentation here](https://www.astro.princeton.edu/~burrows/nu-emissions.2d/data/)) and linearly interpolate to obtain a reasonably smooth spectrum." + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { "cell_type": "markdown", + "id": "f4799f82", "metadata": {}, "source": [ - "## Test Instantiation using a $12M_{\\odot}$ Model" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Fornax_2021` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, + "id": "cd8215d7", "metadata": {}, "outputs": [], "source": [ - "model = Fornax_2021('../../models/Fornax_2021/lum_spec_12M_r10000_dat.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Fornax_2021 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $12$ $\\mathrm{M_{\\odot}}$|" - ], - "text/plain": [ - "Fornax_2021 Model\n", - "Progenitor mass : 12.0 solMass" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" + "Fornax_2021.param" ] }, { - "cell_type": "code", - "execution_count": 5, + "cell_type": "markdown", + "id": "96bfc909", "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$[-0.2135,~-0.2125,~-0.2115,~\\dots,~4.4865,~4.4875,~4.4885] \\; \\mathrm{s}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model.get_time()" + "We’ll initialise some of these progenitors and plot the luminosity of different neutrino flavors for two of them. (Note that the `Fornax_2021` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.) If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$12 \\; \\mathrm{M_{\\odot}}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.progenitor_mass" - ] - }, - { - "cell_type": "markdown", + "execution_count": null, + "id": "c10c3261", "metadata": {}, + "outputs": [], "source": [ - "### Luminosity of All Flavors vs. Time" + "models = {}\n", + "for m in Fornax_2021.param['progenitor_mass'].value[::2]:\n", + " # Initialise every second progenitor\n", + " models[m] = Fornax_2021(progenitor_mass=m*u.solMass)\n", + "\n", + "models[12]" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, + "id": "56eb4178", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig, ax = plt.subplots(1,1, figsize=(10,5), tight_layout=True)\n", - "\n", - "linestyles = ['--', '-.', '-', ':']\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", "\n", - "for linestyle, flavor in zip(linestyles, Flavor):\n", - " ax.plot(model.time, model.luminosity[flavor].to('1e53 erg/s'), lw=3, ls=linestyle, label=flavor.to_tex())\n", + "for i, model in enumerate([models[12], models[20]]):\n", + " ax = axes[i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(-0.05, 1.0),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{} $M_\\odot$'.format(model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", "\n", - "ax.set(xscale='log',\n", - " xlim=(1e-3, 4),\n", - " xlabel='time [s]',\n", - " ylim=(-0.1, 4.1),\n", - " ylabel='luminosity [$10^{53}$ erg s$^{-1}$]',\n", - " title='Luminosity for {} $M_\\odot$ Progenitor'.format(model.progenitor_mass.to_value('Msun')))\n", - "ax.grid(ls=':', which='both')\n", - "ax.legend();" + "axes[0].set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Spectra of All Flavors vs. Time\n", + "## Spectra of All Flavors vs. Time for the $12M_{\\odot}$ Model\n", "\n", "#### Use Default Linear Interpolation in Flux Retrieval" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ + "model = models[12] # Use the 12 solar mass model\n", + "\n", "times = np.arange(-0.2, 3.8, 0.2) * u.s\n", "E = np.arange(0, 101, 1) * u.MeV\n", "\n", @@ -238,22 +146,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "times = np.arange(-0.2, 3.8, 0.2) * u.s\n", "E = np.arange(0, 101, 1) * u.MeV\n", @@ -287,36 +182,20 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(3,1, figsize=(10,13), sharex=True, sharey=True,\n", " gridspec_kw = {'hspace':0.02})\n", "\n", - "files = sorted(glob('../../models/Fornax_2021/lum*h5'))[::2]\n", - "colors0 = mpl.cm.viridis(np.linspace(0.1,0.9, len(files)))\n", - "colors1 = mpl.cm.inferno(np.linspace(0.1,0.9, len(files)))\n", - "colors2 = mpl.cm.cividis(np.linspace(0.1,0.9, len(files)))\n", + "colors0 = mpl.cm.viridis(np.linspace(0.1,0.9, len(models)))\n", + "colors1 = mpl.cm.inferno(np.linspace(0.1,0.9, len(models)))\n", + "colors2 = mpl.cm.cividis(np.linspace(0.1,0.9, len(models)))\n", "\n", "linestyles = ['-', '--', '-.', ':']\n", "\n", - "for i, file in enumerate(files):\n", - " model = Fornax_2021(file)\n", - " \n", + "for i, model in enumerate(models.values()):\n", " ax = axes[0]\n", " flavor = Flavor.NU_E\n", " ax.plot(model.time, model.luminosity[flavor], lw=2, color=colors0[i], ls=linestyles[i%4],\n", @@ -363,22 +242,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "t = 70*u.ms\n", "E = np.arange(0, 101, 1) * u.MeV\n", @@ -387,8 +253,7 @@ "\n", "linestyles = ['-', '--', '-.', ':']\n", "\n", - "for file, ax in zip(files, axes.flatten()):\n", - " model = Fornax_2021(file)\n", + "for model, ax in zip(models.values(), axes.flatten()):\n", " spectra = model.get_initial_spectra(t, E)\n", " for line, flavor in zip(linestyles, Flavor):\n", " ax.plot(E, spectra[flavor], lw=3, ls=line, label=flavor.to_tex())\n", @@ -410,22 +275,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "t = 70*u.ms\n", "E = np.arange(0, 101, 1) * u.MeV\n", @@ -434,8 +286,7 @@ "\n", "linestyles = ['-', '--', '-.', ':']\n", "\n", - "for file, ax in zip(files, axes.flatten()):\n", - " model = Fornax_2021(file)\n", + "for model, ax in zip(models.values(), axes.flatten()):\n", " spectra = model.get_initial_spectra(t, E, interpolation='nearest')\n", " for line, flavor in zip(linestyles, Flavor):\n", " ax.plot(E, spectra[flavor], lw=3, ls=line, label=flavor.to_tex())\n", @@ -451,7 +302,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -465,7 +316,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Kuroda_2020/Kuroda_2020.ipynb b/models/Kuroda_2020/Kuroda_2020.ipynb index 1ab689a99..fdff4f7aa 100644 --- a/models/Kuroda_2020/Kuroda_2020.ipynb +++ b/models/Kuroda_2020/Kuroda_2020.ipynb @@ -12,12 +12,10 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "%matplotlib inline\n", - "\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", @@ -25,245 +23,94 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Kuroda_2020\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", + "from snewpy.models.ccsn import Kuroda_2020\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", "\n", - " ax.set(#xlim=(-0.05, 0.5),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=model.filename)\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - " fig.tight_layout()\n", - " return fig" + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LnuR00B00" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Kuroda_2020` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Kuroda_2020/LnuR00B00.dat'\n", - "model = Kuroda_2020(ifile)" + "Kuroda_2020.param" ] }, { - "cell_type": "code", - "execution_count": 5, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Kuroda_2020 Model**: ../../models/Kuroda_2020/LnuR00B00.dat\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $20$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Kuroda_2020('../../models/Kuroda_2020/LnuR00B00.dat')" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Quite a lot of choice there! However, for this model, not all combinations of these parameters are valid. We can use the `get_param_combinations` function to get a list of all valid combinations or to filter it:" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "# This will print a tuple of all combinations:\n", + "Kuroda_2020.get_param_combinations()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LnuR10B12" + "We’ll pick one of these progenitors and initialise it. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Kuroda_2020/LnuR10B12.dat'\n", - "model = Kuroda_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Kuroda_2020 Model**: ../../models/Kuroda_2020/LnuR10B12.dat\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $20$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Kuroda_2020('../../models/Kuroda_2020/LnuR10B12.dat')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ + "model = Kuroda_2020(**Kuroda_2020.get_param_combinations()[1])\n", + "# This is equivalent to:\n", + "# model = Kuroda_2020(rotational_velocity=1*u.rad/u.s, magnetic_field_exponent=12)\n", "model" ] }, - { - "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_luminosity(model)" - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LnuR10B13" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Kuroda_2020` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Kuroda_2020/LnuR10B13.dat'\n", - "model = Kuroda_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Kuroda_2020 Model**: ../../models/Kuroda_2020/LnuR10B13.dat\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $20$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Kuroda_2020('../../models/Kuroda_2020/LnuR10B13.dat')" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "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_luminosity(model)" + "fig, ax = plt.subplots(1, figsize=(8,6), tight_layout=False)\n", + "\n", + "for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color = 'C0' if flavor.is_electron else 'C1',\n", + " ls = '-' if flavor.is_neutrino else ':',\n", + " lw = 2 )\n", + "\n", + "ax.set(xlim=(0.0, 0.35),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " ylabel=r'luminosity [foe s$^{-1}$]')\n", + "ax.grid()\n", + "ax.legend(loc='upper right', ncol=2, fontsize=18);" ] }, { @@ -279,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -297,22 +144,9 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -339,7 +173,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -353,7 +187,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Nakazato_2013/Nakazato_2013.ipynb b/models/Nakazato_2013/Nakazato_2013.ipynb index dcc3d8c15..1fe131c33 100644 --- a/models/Nakazato_2013/Nakazato_2013.ipynb +++ b/models/Nakazato_2013/Nakazato_2013.ipynb @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -30,85 +30,89 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Nakazato_2013\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" + "from snewpy.models.ccsn import Nakazato_2013\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Nakazato_2013` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "Nakazato_2013.param" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Quite a lot of choice there! However, for the Nakazato model, not all combinations of these parameters are valid. We can use the `get_param_combinations` function to get a list of all valid combinations or to filter it:" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Nakazato_2013/nakazato-shen-z0.004-t_rev100ms-s20.0.fits'\n", - "model = Nakazato_2013(ifile)" + "# This will print a long tuple of combinations:\n", + "#Nakazato_2013.get_param_combinations()\n", + "\n", + "# To get a more manageable list, let’s filter it to show only the\n", + "# available progenitors with a metallicity of z=0.004:\n", + "highz_models = list(params for params in Nakazato_2013.get_param_combinations() if params['metallicity'] == 0.02)\n", + "print(\"Progenitors with metallicity z=0.02:\", *highz_models, sep='\\n')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We’ll pick one of these progenitors and initialise it. If this is the first time you’re using this progenitor, snewpy will automatically download the required data file for you." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Nakazato_2013 Model**: nakazato-shen-z0.004-t_rev100ms-s20.0.fits\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $20$ $\\mathrm{M_{\\odot}}$|\n", - "|Metallicity | $0.004$|\n", - "|Revival time | $100$ $\\mathrm{ms}$|\n", - "|EOS | SHEN|" - ], - "text/plain": [ - "Nakazato_2013 Model: nakazato-shen-z0.004-t_rev100ms-s20.0.fits\n", - "Progenitor mass : 20.0 solMass\n", - "Metallicity : 0.004\n", - "Revival time : 100.0 ms\n", - "Eq. of state : SHEN" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ + "model_params = highz_models[3]\n", + "model = Nakazato_2013(**model_params)\n", + "# This is equivalent to:\n", + "#model = Nakazato_2013(progenitor_mass=20*u.solMass, revival_time=100*u.ms, metallicity=0.004, eos='shen')\n", "model" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Nakazato_2013` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" + ] + }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig, ax = plt.subplots(1, figsize=(8,6))\n", - "for flavor in Flavor:\n", + "fig, ax = plt.subplots(1, figsize=(8,6), tight_layout=False)\n", "\n", + "for flavor in Flavor:\n", " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", " label=flavor.to_tex(),\n", " color = 'C0' if flavor.is_electron else 'C1',\n", @@ -119,9 +123,7 @@ " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", " ylabel=r'luminosity [foe s$^{-1}$]')\n", "ax.grid()\n", - "ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - "fig.tight_layout();" + "ax.legend(loc='upper right', ncol=2, fontsize=18);" ] }, { @@ -137,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -155,22 +157,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -189,22 +178,13 @@ " ax.legend(loc='upper right', ncol=2, fontsize=16)\n", "\n", "ax = axes[0]\n", - "ax.set(ylabel=r'flux [erg$^{-1}$ s$^{-1}$]')\n", - "\n", - "fig.tight_layout();" + "ax.set(ylabel=r'flux [erg$^{-1}$ s$^{-1}$]');" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -218,7 +198,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.7.3" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/OConnor_2013/OConnor_2013.ipynb b/models/OConnor_2013/OConnor_2013.ipynb index 8eb33695d..643d4931d 100644 --- a/models/OConnor_2013/OConnor_2013.ipynb +++ b/models/OConnor_2013/OConnor_2013.ipynb @@ -9,13 +9,13 @@ "Data from O'Connor & Ott 2013, 32 progenitors (Woosley and Heger 2007) and 2 EOS (LS220 and HShen) for 500 ms post bounce in spherical symmetry (no explosions)\n", " \n", "Reference: O'Connor and Ott ApJ 762 126 2013\n", - "- doi:10.1088/0004-637X/762/2/126\n", - "- arXiv:1207.1100" + "- [doi:10.1088/0004-637X/762/2/126](https://doi.org/10.1088/0004-637X/762/2/126)\n", + "- [arXiv:1207.1100](https://arxiv.org/abs/1207.1100)" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -26,78 +26,85 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import OConnor_2013\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" + "from snewpy.models.ccsn import OConnor_2013\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `OConnor_2013` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "OConnor_2013.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: all 32 masses" + "Quite a lot of choice there! Let’s initialise all of these progenitors and compare their $\\nu_e$ luminosities. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "base = './'\n", - "EOS=\"LS220\"\n", "models = {}\n", - "masses = [12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,35,40,45,50,55,60,70,80,100,120]\n", - "for mass in masses:\n", - " models[mass] = OConnor_2013(base,mass,EOS)" + "for mass in OConnor_2013.param['progenitor_mass']:\n", + " models[int(mass.value)] = OConnor_2013(progenitor_mass=mass, eos='LS220')\n", + "\n", + "for model in models.values():\n", + " plt.plot(model.time, model.luminosity[Flavor.NU_E]/1e51, 'C0', lw=1)\n", + "\n", + "plt.xlabel(r'$t$ [s]')\n", + "plt.ylabel(r'luminosity [foe s$^{-1}$]');" ] }, { - "cell_type": "code", - "execution_count": 42, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], "source": [ - "plt.clf()\n", - "for mass in masses:\n", - " plt.plot(models[mass].time,models[mass].luminosity[Flavor.NU_E]/1e51,'C0',lw = 2 )\n", - " \n", - "plt.xlabel(r'$t$ [s]')\n", - "plt.ylabel(r'luminosity [foe s$^{-1}$]')\n", - "plt.show()" + "Finally, let’s plot the luminosity of different neutrino flavors for two of these progenitors. (Note that the `OConnor_2013` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both flavors have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "base = './'\n", - "EOS=\"HShen\"\n", - "mass=15\n", - "model = OConnor_2013(base,mass,EOS)" + "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", + "\n", + "for i, model in enumerate([models[12], models[20]]):\n", + " ax = axes[i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(-0.05, 0.51),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "\n", + "axes[0].set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { @@ -113,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -131,22 +138,9 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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/xrP8fC/nXEB0U4ffNc72G8dbNmzdeTgXsjZOp9msnGCf63BmFO/CeQh5I8442U0MS9E53jF8/KyLcbLtPItTifR4zlGF89Ds4lHbD5UDp2dH78SpLB7Ey7wQnv2uxqkkG3AuyCdwuq3vYFSKUM/2H8GZjK/NE88B4EfALD/L0ufnFWiZDtt+k+eYawP4Ln0Fp5J1efaN6sza+EjLOmz9O3BS47Z4ymUr8LfjHC/Q7X2mlA30WF729/mZe76vXj87b5838EmclMJHPb8T9TjPYX6UUemI9UrMF85ztr/F+WO3z3ON2wT8A5DqZfuAvjMTXeMIQerwIK5xXq+no7bx61qO0+PzHZzGTbcnjg/iJCfwuw5HdZTqqJHrw1ZHMU79FMy5vezv8zNnitdRg3n8E5Knpf0/nH4Ab3D5XTh3XZZaa31lpMEYcybOBLT/bK39z2HLf4xzV6/UjmodGyd1+AHg7621G0P2w4hfjDFrcSZuvNv6fnhTREQk4lRHicSfhByGZ4z5kOef53rerzbG1AP11trNOLNsfxinu/K7OHeAsnFSsr7TWvt+AGvtbmPMRuBrnnHNO3C6mT8O/NvwhpJnfGYpzoN/AKuMMYPDGh4N2w8rIiIiIiJhkZCNJeCRUf//ged9M04XYqsxZg3Og29fAMpxui2rGJvP/x9wurv/Ead7+SjOJGXfG7Xd3YxMhfgpzwvGZsEREREREZEYl5CNJevHLM7W2mac1N/jpv+21vZxekKt8bZbG0CIIiIiIiIS4xL6mSUREREREZFgJUzPUklJia2srJz0cTo7O8nOzp58QAlEZeKdymUslYl3KhfvQlEu27dvb7DWloYoJCA09Yk+c+9ULmOpTLxTuXinchkrVGXiqz5JmMZSZWUl27Ztm/RxNm3axNq1aycfUAJRmXinchlLZeKdysW7UJSLMeZYaKI5LRT1iT5z71QuY6lMvFO5eKdyGStUZeKrPknytlBERERERGSqU2NJRERERETECzWWREREREREvFBjSURERERExAs1lkRERERERLxQY0lERERERMSLhEkdLiKBa21tpaGhgb6+vpAcLz8/n71794bkWIlE5eLdeOWSlpZGSUkJ+fn5EY5KRIKh+iQyVC5jjVcmycnJ5ObmUlRURHp6elDHV2NJZIrq6emhtraWiooKMjMzMcZM+pjt7e3k5uaGILrEonLxzle5WGvp7u6murqa9PR0MjIyohCdiPhL9UnkqFzGGq8u6e/vp62tjbfffpvZs2cH1WDSMDyRKaq+vp7S0lKysrJCUrGJhIoxhqysLEpKSqivr492OCIyAdUnEouMMUOjFAoLC2lqagrqOOpZijM73m5mc1U9LV195Gel8b6zZ7Bgmu4wSOB6enqYPn16tMMQ8Sk3N5fGxsZohyEiE1B9IrEuLy+Po0ePMmPGjID3VWMpTrjdlke3V/P0npqhZdXN3ew50coli0v56PlzdDdHAuJyuUhJ0SVAYldKSgoulyvaYYjIBFSfSKxLTU1lYGAgqH31zY4Tj+88wdN7akhKMvzNynKWzshj5/EW/rS7hs1V9WSlpfChcyuiHabEGTWwJZbp+ykSP/T7KrFsMt9PNZbiwNuNXfzxzRqMgc9etpAzy53sUHNLsplfmsN9LxzgqV2nKMtL550LS6McrYiIiIhIYlCChxg34LY8sOUI1louXVI21FAatLwin49dMAeAX2+rpq2nPxphioiIiIgkHDWWYtz2Y80cb+qiOCeNa84p97rNRQtKWFaeT1evi0e2VUc4QhERERGRxKTGUox7bm8tAFefOYOM1GSv2xhj+LvzZpOSbHj5YAOH6jsiGaKIiIiISEJSYymGHarv4FBdB5lpyVwwv3jcbaflZXDFGU7azj++eSoS4YnEnDvvvBNjDF1dXUPLfvSjH5GdnU1zc3MUI0t8KnsRSSS6pkVHLJa7Gksx7Lm3nF6lixeV+uxVGu5dy8pITU5i5/EWjjd1Tbi9SKIpL3eGqlZXnx6Oet1119HV1cXzzz8frbCmBJW9iCQSXdOiIxbLXdnwYlRP/wDbjzVjDFy6ZJpf++RlpHLxolKe31vLk7tO8Q+XzA9zlJKINmzcGvS+oZxr46c3rQ54n4oKJ31+dXU1ixYtAqCoqIi0tDSOHTsWkrjC5qEPRzsCxw2/Cmq3uC57EQm5ydQlELr6JJi6BOL8mhbH9Ukslrt6lmLUzuMtDLgt86flUJKT7vd+Vy4rIynJsPVoE02dfWGMUCT2eLsjdejQIfr6+obWSXio7EUkkeiaFh2xWO7qWYpRO95uAeDc2YUB7Veck845swvZdrSJvxxs4H1nzwxHeJLAgr0LB9De3k5ubm4IownM8DtSg7797W+Tn5/P+vXroxWWf4Ls0YkVcV32IhJyk6lLQPXJpMRxfRKL5a6epRjU53Kz64TTWDpnTmCNJYCLF5UA8NL+etxuG9LYRGJZSUkJ6enpQxfZJ554gvvvv597772XvLw82tvb+cxnPsOaNWtYunQpGzZswOVyRTnqxDBR2d96663ccccdANTW1rJ8+XKefvrpaIYsIuKT6pPoiMW6RI2lGLTnZCu9/W7mFGcHNARv0Bkz8ijNTaeps489J9vCEKFI7CovL6e6uprt27dzww038IUvfIENGzYAcP3113PZZZfx8ssv89Zbb1FXV8djjz0W5YgTx3hl/7WvfY0HH3yQHTt2cPXVV3P33Xdz5ZVXRjliERHfVJ9ER6zVJRqGF4MGh+CdM6cgqP2NMVy8qJTfbK/mzwfqWV6RH8rwRGJaeXk527dv5/LLL+cTn/gE99xzDwCbN2/mpZdeorq6mq9+9asAtLW1Ya16X0PFV9kDTJs2jdtuu401a9bwwAMPcM0119De3h7FaEVExqf6JDpirS5RYynGWGvZe8rpDTqrPLjGEsCa+cX8dkc1O4+30NXnIitNH7VMDRUVFbz00kvcfffd3HnnnUPLt23bxs0338x3v/vdKEaX2HyVPUBTUxOPPPIIhYWFzJo1K0oRioj4T/VJdMRaXaK/oGNMfUcvzZ19ZKenMKsoM+jjFGSlsWR6HntPtbH9WDPvXFgawihFYtdDDz3EQw89NGZ5RUUFGzduHHpouK+vj6qqKpYvXx6FKBOTr7JvbW3lqquu4rbbbiM3N5fbb7+drVsnl1ZYRCTcVJ9ER6zVJXpmKcZU1ThdiYun52KMmdSxzptXBMBrR5omHZdIvLv22mtZt24dK1asYMWKFaxZs4a9e/dGO6yE19nZyfr167npppu48cYbueaaa0hPT+dnP/tZtEMTEQmK6pPIi2Zdop6lGLPvlKexVDb5dJnnzC7kwVeOsfdUG61d/eRnpU76mCLxKikpifvuu4/77rsv2qFMKdnZ2WzZsmXEssH/65klEYlHqk8iL5p1iXqWYoi1lr01zvNKS2ZMvrGUnZ7C8vJ8rIWtR9W7JCIiIiISiJhpLBlj1hpjrJdXS7Rji5Tatl5au/rJzUihvCD455WGW1XpDMXb8XZzSI4nIiIiIjJVxOIwvM8Aw5/WmjIzfO2vHXxeKW/SzysNOntWPklJhv217XT0ushJj8WPXEREREQk9sRMz9Iwe621rw57bYt2QJFypKETgPml2SE7ZlZaCkum52It7Dw+ZTrpREREREQmLRYbS1PWYGNpXggbS+AkegDYcUxD8URERERE/BWLjaVfGGMGjDGNxpiHjDGzox1QJPS6Bqhu7sYYw6yirJAee+VsZ3LbPSfb6OkfCOmxRUREREQSlbHWRjsGAIwxK4G/BTYDbcBK4EtAP7DSWlvnZZ9bgFsAysrKzn344YcnHUdHRwc5OTmTPk6gTna4+VVVH6WZhr87Iz3kx394Xy+nOi3vm5/K/ILkgPaNVpnEungvl/z8fBYsWBDSYw4MDJCcHNj3aypQuXjnT7kcPHiQ1tZWn+vXrVu33Vq7arKxhLo+iffrQ7ioXMZKhDJRfRI5Kpex/C2TYOuTmHna31r7OvD6sEWbjTF/Bl7DSfrwZS/73A/cD7Bq1Sq7du3aScexadMmQnGcQD2zp4aShuNctLCEtRfODfnx2wpP8vjrJ0grK2XtBZUB7RutMol18V4ue/fuJTd38inqhxuczVxGUrl450+5ZGRksHLlyrDHEur6JN6vD+GichkrEcpE9UnkqFzG8rdMgq1PYnEY3hBr7Q5gP7A62rGE2+DzSnNLw3N36cyZeQDsOtFKrPQmioiIiIjEsphuLA2T8H/dH230NJaKQ5vcYdDckmxyMlJo7Oijpq0nLOcQEREREUkkMd1YMsasAhbjDMVLWB29LuraeklNTmJmQUZYzmGMYdlg71K17/GaIiIiIiLiiJnGkjHmF8aYrxtjrjHGXGqMuQP4E3ACuC/K4YVVdXMXABWFmaQkh+8jObM8H4DdJ9RYEhERERGZSMwkeAB2A9cD/whkATXAb4GvWmsbohlYuFU3dQNOYymcBhtLVbXt9LoGSE9RNhUREREREV9iprFkrb0HuCfacUTD6Z6l0M6vNFpeRipzirM51tjJ/poOllfkh/V8IpFkjPFrOyU4CT2VvYgkEl3ToiNWyz1mhuFNZdXNnp6lovD2LAGcWX46K55IIrHW+vWS0FPZi0gi0TUtOmK13NVYijJrLSdaBofhhbdnCeAsT2+SGksiIiIiIuNTYynK6tt76XO5yc9KJSc9/KMi55bkkJmWTF1bD3VKIS4J5s4778QYQ1dX19CyH/3oR2RnZ9Pc3BzFyBKfyl5EEomuadERi+WuxlKUHW+OXK8SQHKSYdlMT1a8k+pdksRSXl4OQHV19dCy6667jq6uLp5//vlohTUlqOxFJJHomhYdsVjuaixF2fC04ZEy9NxSdVvEzinxZcPGrWzYuHXEsu89d4ANG7fyxvGWoWWbqurYsHEr//fy0aFlLV19bNi4lc/9+o0R+9/9hz1s2LiVow2dQ8sef+MEGzZu5fE3TgwtG74+UBUVFcDIi2xRURFpaWkcO3Ys6ONGzEMfdl7DbfqWs6x6++llB55zlv31/tPLupqcZb+7deT+T/2Ls7zx0Ollbz7iLHvzkdPLhq8PQtyXvYiE3GTqktbu/qjVJZAA17Q4rU9isdzVWIqyoeQOEWwsnTHDaSztr21nwK0HFCVxeLsjdejQIfr6+obWSXio7EUkkeiaFh2xWO4xkzp8qhpK7lAQmWF4AMU56UzLS6eurZejjZ3ML82J2LklPvz0ptVjln328oVjlq1dPI21i6eNWFaQleZ1/6++d9mYZe9fUc77V4y8+FWWZAca7hBvd6S+/e1vk5+fz/r164M+bsTc8Kuxy9Z+YeyyhZc7r+Gyirzvf/W/j1121rXOa7ji+f7H6UXcl72IhNxk6pL8zNSo1SWQANe0OK1PYrHc1bMURa4BN3VtvRgD0/MzInrupZ7epX2n2iN6XpFwKikpIT09fegi+8QTT3D//fdz7733kpfnfOfb29v5zGc+w5o1a1i6dCkbNmzA5XJFM+yE4E/Z33rrrdxxxx0A1NbWcv755/Pkk09GLWYREV9Un0RHLNYlaixFUV17L9ZairPTSUuJ7EexZLqnsVSj55YksZSXl1NdXc327du54YYb+MIXvsCGDRuG1l9//fVcdtllvPzyy7z11lvU1dXx2GOPRTHixDFR2X/ta1/jwQcfZMeOHVx99dV86Utfio87tCIyJak+iY5Yq0s0DC+KTrU6qbsj3asEsHh6LgAHajvoH3CTmqx2sySG8vJytm/fzuWXX84nPvEJ7rnnnqF1mzdv5qWXXqK6upqvfvWrALS1tWlywRAZr+wBpk2bxm233caaNWt44IEHeO973xulSEVEJqb6JDpirS5RYymKajyNpRlRaCzlZ6ZSXpjJieZuDtd3DjWeROJdRUUFL730EnfffTd33nnniHXbtm3j5ptv5rvf/W6Uokts45U9QFNTE4888giFhYXMmjUrChGKiPhP9Ul0xFpdosZSFNW0Ra9nCZznlk40d7P3VJsaS5IwHnroIR566CGv6yoqKti4cSPt7e3k5ubS19dHVVUVy5cvj3CUiWm8sm9tbeWqq67itttuIzc3l9tvv50XXnghwhGKiKbUGCQAACAASURBVPhP9Ul0xFpdorFXUVTT6mTCm5EfubThwy3xNJD26rklmSKuvfZa1q1bx4oVK1ixYgVr1qxh79690Q4r4XV2drJ+/XpuuukmbrzxRq655hrS09N9VoYiIrFO9UnkRasuUc9SlFhrTz+zlBednqXF03MxBg7Xd9LTP0BGanJU4hCJlKSkJO677z7uu+++aIcypWRnZ7Nly5YRy7Zs2UJ7u7Jxikh8Un0SedGqS9SzFCVtPS66+wbITEsmLzM6bdastBTmFGfjdlsO1nVEJQYRERERkVilxlKUDE/uYIyJWhyD8y3tPaWheCIiIiIiw6mxFCWnPM8rTY/S80qDBp9b2lej4TAiIiIiIsOpsRQlNVF+XmnQgmk5JCcZjjV20tmrWadFRERERAapsRQltW29AEzPT49qHBmpycwtzcZa2F+r3qWpRpPnSSzT91Mkfuj3VWLZZL6faixFSX2H07NUmhPdniWAxWXOULwDtUryMJWkpKTgcqk3UWKXy+UiJUVJW0VineoTiXX9/f0kJweX9VmNpSiw1lLf7vQsTcuLbs8SMDQhbZV6lqaUjIwMOjrUQJbY1d7eTkZG9G8oicj4VJ9IrGtrayM3NzeofdVYioLmrn5cA5bcjJSYmNtofmkOxjjPLXX3DUQ7HImQ0tJS6uvr6erq0vAJiSnWWrq6umhoaKC0tDTa4YjIBFSfSCyy1tLX10dDQwPNzc0UFRUFdRyNb4iC2jZnCF5ZiJM7HG/q4oV9dXT1DfDJtfP93i8jNZm5JVkcru/kYF0HyyvyQxqXxKaMjAzKysqoqamht7c3JMfs6elRT4AXKhfvxiuX9PR0ysrKVG4icUD1SeSoXMYar0ySk5PJzc1l9uzZpKcHN5pLjaUoGByCV5ob2iF4mWnJ/PVII30uNz39lUO9Vk/tOsW5lYVMy/X9y7WoLJfD9Z1U1barsTSF5Ofnk58fus9706ZNrFy5MmTHSxQqF+9ULiKJQ/VJZKhcxgp3mWgYXhTUDT2vFNo7AyU56Xz2skV8cf1SUpOdj/ZQfQePbq/m35/aN+4Qu0VDSR703JKIiIiICKhnKSrq2gcz4U2+Z+kPO09SWZw91Bs0mKxh0Iz8DJbMyOXsigIy03w/H7WwLAdj4EhDJ72uAdJTov8slYiIiIhINKlnKQrq2kKTCW/vqTYee/0E//3iAVq6+rxuk5WWwueuWMy7lk0f91hZaSnMKspiwG05VNc5qbhERERERBKBGksRNiJt+CSfWVo4LYcPnlvBB8+poCArzed2yUlm6N+t3f38fudJr9lqBudb0uS0IiIiIiIBDMMzxrwdxPEt8G5r7e4g9k1I7b0uevoHyEhLJid9cqMgU5KTWL98ht/bW2u595kqTjR3U5abznnzikesXzQ9l2ffqtV8SyIiIiIiBPbMUgXwJFDv5/ZJwN8Bvrs8JmCM+RNwJfANa+2Xgz1OLBneq2SMmWBr7/pcblKSDElJge1vjOHypWVsPdrE3NLsMesXTssB4HB9B/0D7qEkESIiIiIiU1GgXRtfs9a+5s+GxpgU4KOBhzS0//XA2cHuH6uGnlcaJ433RJ7afYpXDzdywzvmBJzm+50LS3jnwhKvDbXcjFTKCzM50dzNkYbOoQx5IiIiIiJTUSBdB18Bjvu7sbXW5dnnRKBBGWMKge8Cnwt031jX0OE0lkpygutws9ayq7qVurZe0lIC7/kxxoxoKLkG3CPWDzaQqmo0FE9EREREpja//9q21n7DWnsqkIN79qkNPCy+Bey21v4yiH1j2unGUnDJHYwxfHH9Um67fBGLynKCjqO1u5+fvHSY779wcMTywdTjSvIgIiIiIlNdzM2zZIy5CPgYCTgED6Cxw0nxHWxjCZzsdoEOv/N2jDeOt9DrcnOqtZsZ+ZkALJrmNJYO1XfgGnCToueWRERERGSKMt5SSPu9szEzrbUnQxaMMWnA68DvBhM6GGMsPhI8GGNuAW4BKCsrO/fhhx+edAwdHR3k5ATfYzOR/93dS0uv5cZlaRRlBNYQ6XZZ0pJGpgKfjKOtAxRlJJGXPvJ4G/f00txj+cjiNGbkJIW9TOKVymUslYl3KhfvQlEu69at226tXTXZWEJdn+gz907lMpbKxDuVi3cql7FCVSa+6pPJ9iy9Csye5DGG+zyQCXzDn42ttfcD9wOsWrXKrl27dtIBbNq0iVAcxxu32/LQ29spcVvec/m5AT9z9OArR9l6tJmbLqzknNmFYYkR4FjaUf68v56CORWsXT4jrGUSz1QuY6lMvFO5eBdL5RLq+iSWfrZYonIZS2XincrFO5XLWOEukwkbS8aY942zOviUbmPPMxv4V+DjQLoxZvg4tXRjTAHQbq0dCNU5I62lu58BtyUvMzXghpK1lpOtPXT2uiidxBA+X062dDOzwDMUryyXP++vZ39tB1cvD/mpRERERETigj89S78DNgPexn6FMrf0PJzG18+9rPsnz2sl8EYIzxlRk8mEZ4zh81cu5mRrD+WeRk2o/GjzIbYeaeJL717K/NKc00ke6tpxu4MfpikiIiIiEs/8aSwdBG621h4dvcIY43cqcT+8AazzsvxFnAbUTz2xxK3BxlLxJDLhhbqhBE6yifTUJGpae5hfmkNRdholOek0dPRyvLkr5OcTEREREYkH/jSWHgSmAUe9rPtJqAKx1rYAm0Yv98wJdMxaO2ZdvGkIMhOea8CNy23JSE0OR1hcfeZ01i+fTlba6a/Doum5NBzspaqmneBmhBIRERERiW8TPjhjrf26tfY1H+vuDn1IiauhPbhheHtPtfPZh1/n4dfeDkdYZKenjGgoASwu03xLIiIiIjK1BTyJjjHmgnAE4ou11nhLGx6PGjuDm5D2eHMXA25LZlp4epYGWWvZV9NGT/8Ai6Y7KRj313YwmfTyIiIiIiLxKpjU4Y/jDMuTADW0BzcMb/3yGVw4vwQT5vlh7//zYV470sTfXziXCxcUU5idRnNnH409aiyJiIiIyNQTzJ/foZkRdYoZcFuaupzGUlF24E8B5WelkpeRGuqwRjizPJ+CLCc2YwyLypzepep2d1jPKyIiIiISi4LpWVI3QxBauvpwuy35Ac6x5HZbkpIi0z49b24R588rJtlzvkVlufz1cBMnOtRYEhEREZGpJ5jGkgSh2dOrVBhgr9J3nt1Pr2uAv79w7tCkseGSkjyyETc431J1hxtr7WBmQhERERGRKSHMT8HIoMaOwIfg9Q+4OdzQwZGGTvIywzsEb/R5XzvSRGFmKnmZqXT1Q21bb8TOLyIiIiISC9SzFCHNQTyvlJqcxHeuW8Gxxi5y0iP3Uf2/Fw+yq7qVmy6sZFFZLoera9hX08b0/IyIxSAiIiIiEm3B9CztDHkUU0BTZz8QeHKHjNTkoeFwkbK6soiKwkyy0lJYPJRCXPMtiYiIiMjUEnB3hbX2inAEkuiaPHMsBZMJL9LWzC9mzfxijDFUN3cBUFXToeeWRERERGRK0TNLERJoz1J7Tz93/X4Pv956PJxheWWMGWoUlRdkkpniZPOrb9dzSyIiIiIydQT1IIwxJglIsta6hi27EjgTeMFa+3qI4ksYQz1LWf41lg7WdXC8qYvMtORwhjWujl4X2442MTPb0ApU1bYzLU/PLYmIiIjI1BBs1oBfAr3AxwCMMbcCP/Cs6zfGvNta+1wI4ksIfS437T0ukpIM+X5mtVs2M5/PX7UkzJGN79t/2kd1czclyU4vU1VNO+9cWBrVmEREREREIiXYYXjnA08O+/8/Az8B8oHfAv86ybgSSosnE15BZqrfE8ympSSxeHpuxJM7DHf+vGLOLM9nVo7zNamqacdazUksIiIiIlNDsI2lacAJAGPMAmAu8N/W2nbgf4HloQkvMTR2Bp42PBZcdeZ0br9iEctKkslKT6Gps48Gz3xRIiIiIiKJLtjGUhtQ7Pn3WqDBWvum5/8DgB5sGaY5wMbSofoONm45wpvVLeEMa0KDSR6MMSyaphTiIiIiIjK1BNtYehn4F2PMe4DbGDkkbwFQPdnAEkmTZxheoZ+Npd0nWnnpQAN7TraFMyy/Nfe4cbndAOyrUWNJRERERKaGYBM8fB6ngfR74DBw17B1HwZemVxYiaVpsGfJz0x458wuJD0lmQWe3pxo6nUN8Iu9faTmNJNiDPvVWBIRERGRKSKoxpK19gCw0BhTbK1tHLX6s0DNpCNLIEONpRz/GkuzirKYVZQVzpD8lp6SzJKiZCrnTePVw400dPTS2NFLcU56tEMTEREREQmrSU1K66WhhLV2l7W2fjLHTTTNAfYsxZrL56Ty8XfOY3l5AeDMtyQiIiIikugm1VgS/zQG0LN0sK6DzfvrqWvvCXdYARtMY16loXgiIiIiMgWosRRmPf0DdPcNkJJsyE2feNTjX4808rOXj7L1SHMEovOftZaM1CRau/uVEU9EREREpoRgEzyIn5qGpQ0fTMU9noXTcmnvcUV1MlpvDtV38rNXjlHT1kNeRgrNnX1+Z/cTEREREYlHaiyFWVOAcyy9Y24R75hbFM6QgjK/NJuF03JIMuAasFTVtnP+vOKJdxQRkdjSegIOvQAnd0BvB6TnQtkyWPguKJgV7ehERGLKpBpLxpiZ1tqToQomETUPzrEUp8kdBhlj+OL6pTy56xS/2V7NfjWWRETii7VQ9SS88RC4XaeX97ZB2wk48AwsvAJWfgxS4rvOEhEJlcn2LL0KzA5FIIkqkJ6lky3dDLgtM/IzSEmOzcfJBocHanJaEZE4Yi289j9w6Hnn/3MvhnnrIHc6dDXCkc1w6EU48CzU7ePZspvZ357GxQtLWV6RH93YRUSiaMLGkjHmfeOszghhLAkpkMbSn3bXsOVgA9e/YzaXn1EW7tCCMiMvg65+F0frO2np6qMgznvMRESmhF2POg2l5FRY81mYtfr0uqwiKFkI8y+DLd+D1uPMq7mXJ7iexWW5LMdpLHX0uqhv72VuSXaUfggRkcjzp2fpd8BmwFt2gtjKQhCDAmks5WWmMi0vncqS2JiQ1ptn99ZyqqWHtOQk9td2xOTzVSIiMsyJ7bD7UcDAhbdBxaoxm7x8sIGy/FLmv+vf4IWvM8t1mH9N+Q2UrRza5omdJ3luby0fvaCSSxaVRvAHEBGJHn/Geh0EbrbWrhv9AhrCHF/cG5xjyZ9nlj50bgX3XHMWC6bFbht0dWURlSXZZKYls6+mLdrhiIjIePq6YOtPnX+v/FuvDaVd1a08sOUIP/3LEVwp2XDpl0krnsM0mpi26yfOED4gJTmJlKQkZhfF7g09EZFQ86ex9CAwzce6n4QwloRjraXZ01gq9mNC2ngwsyCTO99zBiU56ew9pcaSiEhM2/lL55mk4gWw+N1eN1lYlsOislzWzC92npdNz4WL/xnSsp2Mebt/Awze0FuuYXgiMqVM2Fiy1n7dWvuaj3V3hz6kxNHZN0Cfy016ahKZqcnjbtvV52LAbSMU2eTMKc4mIy2ZurZeGjt6ox2OiIh403rCSdhgkuEdt0CS9yo/IzWZz12xiPecNfP0wtwyZ8geOI2lxkMAI+bXO1jXwWOvnwhb+CIisSBmUq4ZY640xrxgjKkxxvQaY6qNMb82xpwR7diC1RzAhLSPbq/mU7/YwcuHYn9kY3KSYW5xNo0dvbxZ3RrtcERExJs9vwUszF8HhXNGrLLWsvN4C3bYELsxZpwFi9eDdcMr/w9cfUOrevoHuO/5A/xh50l2Hm8J508hIhJVATeWjDEXhCMQoAjYDnwaeBfwRWAZ8KoxZs54O8aqoeQOfjyv1N7jon/A7ffktdF2oK6d6uZuXqyqi3YoIiIyWttJOLoFklLgjA+MWf1mdSv3PX+An/7lyPjHOft6yJvpzMO057dDizNSk7nmnHIuWVzKspl5oY5eRCRmBDPP0uP4foYpaNbaXwK/HL7MGPMasA/4EHBvqM8ZboONpUI/GkCfWreArj4XaTE6v9Joly6Zxv6adk42d2OtnbDnTEREImjPY4CFuZdAztjMdT39A2Snp0ycrCElDc77JDz7Fdj7B2d+pjxnuN7axSH/U0BEJOYE85d5JP8qbvS8u8bdKkY1DSV3SPdr+6y0lJidjHa061bN4uxZBVigtk3PLYmIxIzedji2BTBwxvu9bnLevGLuuWY5ly7xo8FTusiZwNbtgm3/O5QdbzjXgFvD8UQkIQXzl3lYsxAYY5KNMWnGmIXAj4EaRvU4xYvmrsG04alRjiT0jDEsnu4MvdirFOIiIrHj8GanYTPjbCdRgw/Z6QHcoFtxvZMdr+ZNJ0PeMG635T+eruK+5w9QVdM+mchFRGJOLHZj/BXoBfYDZwGXWmvj8sGY042l8YfhPfHmSb7xx7d4/e3mSIQVMktn5NLrGuDZPbXRDkVERMDp9Tn4nPPvBZePWb39WBOvHGoMPPtqRj6c+SHn36//AtwDQ6uSkgzLZuZR4ucoChGReGKsl+70cXcwps5aG7aBysaYpUAeMA/4J6AMuMhae9TLtrcAtwCUlZWd+/DDD0/6/B0dHeTk5Ez6OAAb9/TS3GP56BlplGT6bpc+frCPw61u3j0vlUWF46cYjwZfZVLTOcA3/9pDsoFvXJRJVmostr3DJ5TflUShMvFO5eJdKMpl3bp12621Y2daDVCo65NofebZHUeZe+TnuFJy2LfkH5204R5ua9m4p4/WXst75qWyMMD6xrgHWHjgh6T1tXBy5nqais8ZWudyWyyQmjT+SH39LoylMvFO5eKdymWsUJWJr/okmAQPYWWt3ev551+NMU8BR4F/AW71su39wP0Aq1atsmvXrp30+Tdt2kQojgPw6xPbSe53c/WlK8lO913U55zfz4nmbsoLM8nLiL0he77KxFrLzw//hd5+NxVLzuasWQWRDy6KQvldSRQqE+9ULt7FUrmEuj6J2s/26g+hrRiWXcP0sy8bsco14CalvJHtx5rZcNlCkiZo2Hg1Pwu2/Bclpgou+rSTACIAsfSZxwqViXcqF+9ULmOFu0yC6QrYGfIofLDWtgAHgQWROmeodPcN0NvvJjU5iay08e/e5WWksnRGXkw2lMZjjOFvVlYwuyiLmraeaIcjIjK1DbjguGcO+coLx6xOSU7i4kWl3H7FouAaSgCzz4fCSuhpgUPPj1nd53Lzp92nePCVo8EdX0QkxgTcWLLWXhGOQLwxxpQBS4BDkTpnqAw9r5SdmtBptZdOzwVg7yk91CsiElU1O6G/CwpmQ35FeM5hzOlnl956fMREtQBtPf387vUTbKqq52RLd3hiEBGJoJgZhmeM+R2wA3gTaAMWAbfjpA2PuzmWBhtLBRMkd9h5vIU9J9s4Z04BS6bH38R+S2bkYa1l+9tNvHWylTNm5kc7JBGRqenYK8777PPHrHpmTw0AaxaUkDPOsHC/VKxyepeaj8KhF2DxVUOrSnLS+cjq2ZTmpjOzIHNy5xERiQFBXTGNMS+Ms9oNtALbgZ9aa/1NlfYqcB1wB5AGHAc2Afd4S+4Q61q6+oGJ04bvPtnKC3vrKMxKjcvGUlF2GqkpSbx5tJkHthzlP689O9ohiYhMPa4+OLHN+ffsC0as6h9w88ddp+jocTF/Wg45pZN8ENoYOPOD8NK98NZjMP/SEc8urfNn7iYRkTgR7O0lg9PzMwM4AtTiZK2bC5zy/H89cLsx5hJr7VsTHdBa+y3gW0HGE3P87Vk6f14xhVlpLIvjHpkLF5Sw+0QrKUkGt9sGPxZeRESCU7sL+ruhYA7kzRyxKskYblxTyZ6TbcwryQ7N+SpWO8P9Wt6Gwy/Coiu9btbc2UdORgqpcTLhuojIaMFevb4D9ACrrLXzrbVrrLXzgdWe5XcDC4F64BshiTTONA/1LI3fWJpfmsP65TOYXZwVibDC4uyKAhaX5ZKbkaKGkohINJx83XmvGJtFPTnJcM7sQj56/pzQPUM7/NmlPY/BQP+YTTZV1fHF3+5ic1V9aM4pIhIFwTaWvg7cZa0dMY23tXY7TkPp69baauDbwMWTCzE+tXQOTkgbXxnugrF4ei4pyUkcaeiko9cV7XBERKYWa083lmaeM/62oTTrHU7vUncTHN48ZnVeZir9A25OKNGDiMSxYBtLi3B6jbyp53Sq70NAiPr840tLt3OXbbxheDWtPbx8qIGa1vhOu52RmsyCaTkMuC2/f+MEjR290Q5JRGTqaK2GzgZIz4Pi+SNW7TzewqPbq8NTzxgDZ3zA+fe+J5xG2zArZxVw1/uWceOaytCfW0QkQoJtLB0FPuFj3S2e9QAlQGOQ54hrQ6nDx+lZeuN4Cz996QjP7fU3B0bsWjYznxMt3Wx8+ShbDk3Jj1xEJDpOegZ5zFzhNGCG2VRVz1O7TvHWqdbwnHv2+ZBdAu2noHrbiFXGGGYVxe8QcxERCD7Bw9eAnxtj3gR+A9QB04APAmcCN3i2uxz462SDjDcDbktbdz/GQH6m78ZSWV4651YWstgzV1E8O2NmHvmZqTR39U2JoYciIjFjnCF4Vy+fTmF2Kqsqi8Jz7qRkWPxu2PF/sPf3MGu1183q2nqoa9eoAxGJP0E1lqy1vzTGNOA8n/QlIBXoB7YB77LWPufZ9HPAQCgCjSet3f1Y64zXThknA9DK2YWsnF0YwcjCZ05RFtPzMsjLSGVRWfw3/kRE4kJ/N9RXgUmCGWeNWb2oLDf81+T5l8LuR6FhvxNL6eIRq483dXH3H94iJz2Z9aXWx0FERGJT0Lk8rbXPWmvXAJnAdCDTWnvhsIYS1toea+3YFDkJ7nTa8KnTw5KUZFhW7qQ/33MyTMM9RERkpLq9YN1QNA/SovSIcGoGLHyX8++9vx+zuqIwk3ml2SyvKGBAbSURiTMBN5aMMWnGmN8ZYy4GsNa6rbV11lp36MOLTy1Dzyv5Tu7Q1efiZEs3A+7EqTmWzXQm1X39WAuvHm7E2sT52UREYlLtHud9+vIRi10Dbn7x12Psqm6NzLV40ZWQlALV26Ht5IhVxhg+f+ViNlw0l8wUTS8hIvEl4MaStbYP51kkzTDnQ3Pn4BxLvnuW9pxs4yuP7eYHLx6MVFhht2xmPtZafvfGCX68+RBHG7uiHZKISGKr3e28ly0bsbiqtp0X9tbxyPbjoZtbaTyZhTD3YsDCvj+OWT3ekHQRkVgW7NVrC3B+KANJJP6kDXcNWIpz0phZkBmpsMKuKDuNGQWZ5KSnMKMgE7d6lkREwqe3HZqPOj06JSOfE5qWm8F7z57JuiXTIhfPkvc470c2Q0+b101qOt08+OqxhBpVISKJLdhseHcAjxljOoDHgFPAiCvfVB6W588wvAvmF3PB/OKEG6p2Znk+p1q6WTWnkPmlOdEOR0QkcdW+5byXLoaUkfVNaW46H1hZHtl48sthxgo49QYceh6W/c2I1dZanjrST0p9HYum5XDevOLIxiciEoRge5Z2AfOB7wHHgD6cbHiDr76QRBenAknwEJHhERG0vDwfYwxvVivJg4hIWNXuct5HDcGLqsVXO+/7n4EB14hVxhjOn5HClcumJ8SUGSIyNUxmnqXE6hIJoeYuzzNL2d57lgZ7kxKtoQSweHouaSlJHG/q4mBtO70DbpbNzI92WCIiiadun/M+bWRjac/JVtq6XSyvyCcnPdhqPkgzzoa8mU6Sh+rXYM6aEauXFiezdvWsyMYkIjIJwc6zdFeI40gY1tphw/C89yzVtvXyb0+8xdIZuXz60oWRDC/sUpOTOGNGHq8ebuSfHn2TyuIs7r1uBclJidcwFBGJmt4OaD3uPK9UPH/EqmffqmVXdSs3XzSXCxeURDYuY2DR1bDtp1D15JjGkohIvAk6PY0xZqUx5rfGmAZjjMsYc45n+TeNMVeFLsT40t0/QG+/m7SUJDJTk71uU9PWQ0//AH0JOuHE8op80lOSSDKwdEYe3f1Tbl5iEZHwaqhy3ovnQ/LIG3NnVxRwxsy8oekcIm7uxZCaBQ0HoPGQ1032nGzlW3/ax8G69ggHJyISmKAaS8aYi4BXgCXAQ6OO4wZunXxo8aml63QmPF/D7FbMKuC/PrKCj54/J5KhRcxZFQUYYyjLS+fmi+ZGfhiIiEiiq9/vvJcuGbNq3ZJp3PGuxeNmZA2r1AyYf6nz76onvW5SVdPO/pp2nttbF8HAREQCF2zP0r8DTwPLgM+NWrcDOGcyQcWz5gmG4A3KzUilNDc9EiFFXFF2GhWFmfS5LPtrdddQRCTk6j3PK5UuHn+7aFl0FWDg7Vehq2nM6svPKOPaVRXceEFlxEMTEQlEsI2lc4AfWidTweixZA1A6aSiimODPUvjpQ2fCpZXFADw5vEWDtd3cKyxM8oRiYgkiIF+aPRMaF6yaMSqHW83U9fWE/1pKXJKYdZqcLvg4HNjVudlpHLVmTPITPM+XF1EJFYE21jqAbJ8rJsBTNm80ROlDbfW8l/P7efBV4/hGkjcqajOrnAy4D3zVi3f+ONefv/GyShHJCKSIJqOOI2QvHJIP52Cu6d/gB+8eIgv/W43va4YqF8WedKIH3gWXL5nFLHW0uvSs60iEpuCbSz9BbjNGDP8ltDgbawNwAuTiiqONU/Qs9TS1c+u6la2HmkiJTno/Boxb15pDlnpKQy4LRmpycwoyIz+nU4RkUQwmNxh1PNKXX0DrJxdwJnleWT4SDAUUdOWQmEl9LbBsS1eN6mqaecrj+/mdztORDY2ERE/Bfvk/VeALcBO4FGchtKNxpjvAOcCq0MTXvxp6fQ8s5TtvWcpKz2Zz16+kO6+xL6LlpxkOHNmHq8daeIDK2ZyxbLp0Q5JRCQxDA3BWzBicVF2Gp9at8DLDlFijDNJ7as/hKqnYN7aMZtkpSVzqqUHa+E6tyVJ00yISIwJqmvDWrsTuBioBf4VMMCnPasvsdZWhSa8+NM8LBueN+kpyZxVUcB5KQ6c2QAAIABJREFU84ojGVZULPcMxdt1YsqOyhQRCb3BxlLR/PG3iwWz10B6HrQcg7q9Y1bPKsri9isWcff7lqmhJCIxKehxYNbaHdbay4BcoALIs9aus9a+HrLo4tDpCWmndoIHgOXl+RgD+2raaevu443jLTR09EY7LBGR+NXTCp0NkJwG+RVDi/tcbo43dcXecOeUNFh4hfNvH2nEzyzPT+hh6SIS3yZ9dbLW9lhrT1pru0IRUDxzDbhp6+nHGMjL8D7CcVNVHVsONtDV54pwdJGXm5HKwrJcBtyW7z1/gO8/f4CXDtRHOywRkfjVdNh5L5oLSaefSzpQ185dv9/Dd57dH6XAxrHgckhKgeptpPa1+Nysf8DNqdbuCAYmIjIx3coJobYeF9Y6KVF93SX7/RsneeAvR+hK8GeWBq2c5aQQd1uYUZBBcXZizi0lIhIRjYec91FD8Lr6BijISmNWka9EtVGUVQSzzwcsxY3bvG5S09rDF37zJvc9fwC3O8Z6x0RkSvO7sWSMecEYM3aqcN/bJ3n2WRhcaPGnaSi5g/cheNZaLllcyvnziin2sU2iOWdOIQA1rd3c+Z4zuHjRlJ2CS0Rk8gYbS8UjEzmsriziP689i79ZWR6FoPyweD0ARU2vQ3/PmNWluemkJSeRlpxES3d/pKMTEfEpkGx4a3GeT/KXCWKfuDb4vFJBpvdMeMYY3r8iRiuyMCnJSWdWURbHm7qoqukYSvogIiIBshaaBhtLY5M7GGNITY7RJAnF86FkEUmNr8CRzbDoyhGrk5MMX7hqCQVZqRgToz+DiExJgQ7De8wYc9ifF3CA03MvTQlDcyxNkV4jf62c7QzF2/F2M119Ll46UE9fLEyYKCIST7qanAQPadmQUza0uKd/gIF4GLq25N3Oe9WTTsNvlMLsNDWURCTmBNKz9H9BnqMhyP3iTnPn+Jnwqpu7SDKGabnpUyrzzzmzC/n9Gyd5/e1mTjR3c6i+g4zUZFZXFkU7NBGR+DGUMnyeM4eRx1O7T/HsW7V8ePVsLonloc4Vq+lPzYP2Gji5A8rP9bpZZ6+L3Sdap8QUGyIS+/xuLFlr/z6cgSSC5q7xJ6T97Y4T7Dzewq1r50+phkJFYSYlOek0dPRy7pxMUpINWWkxMLu8iEg8afL+vFJdWy+9/W7yfQwBjxlJyTQWr2ZG/xvOJLVeGkuuATdffmw3bd39zCzIjM2EFSIypcRM94Yx5kPGmN8YY44ZY7qNMVXGmHuMMXHzzNPQMDwfPUsFWamU5qYzsyAzkmFFnTGGc+Y4Q/HSkpP4/FVLWDZTzy6JiATERya8f7hkPvdedzZnzMiLQlCBaS5cASnpULMLWt4esz4lOYnVlUUsnZHnbaSeiEjEBTIML9z+CXgb+BJQDawE7gLWGWPWWGtj/iGXiSak/dgFlRGMJrasnF3IM3tqeaO6hetWz9K4dBGRQFh7eo4lL8kdCuJkIvSBlEyYewkceMbpXTrvH8Zs8+HVs0hOUh0hIrEhZnqWgPdaa6+z1v7CWrvZWvtfwGeA83Cy6sU0a+3QMLyCrBgfChEFC0pzyM1Ioa6tl+rmbpo6+3j2rdrYm21eRCQWtZ+C/i7ILHTmLYpni6923o/82UlYMYoaSiISS2KmsWStrfeyeKvnPebzbXf0unANWDLTkslIHfs8Tv+Ae0o3DJKSDCs8E9RuO9rEN5/cy8Ovvc2Buo4oRyYiEgd8DMF74C9H+Naf9nGkoTMKQQUpbybMPAfcLjj4vM/NGjt6+fXW43T2uiIYnIjISDHTWPLhEs/73qhG4YcWz/NKvnqVntpdw6ce2sGzb9VGMqyY8o65TmajrceaeeeCElZVFpHppWEpIiKj+Jhfae+pNvbXtJOWEuvV+SiDvUsHnoEB742hn71yjKf31PBiVV0EAxMRGckE09thjPmktfaHPtalA9+x1n5qUoEZUw68Duy01l7hY5tbgFsAysrKzn344Ycnc0oAOjo6yMnJCXi/I60DPHawnzl5SVyzcOzY8WeP9bO7YYArK1M5ozi+GgjBlslobmv5nzd76XLB3y5NY1pWnFXuo4SqXBKJysQ7lYt3oSiXdevWbbfWrppsLKGuT0L9mc87tJGsrmqOVt5AR+68oeVd/ZaaLjeVeUkkxcGzoEPlYi0LD/yY9N4GqiveT0vh8jHbHm93s7thgFVlyZTGeX0xHl0fvFO5eKdyGev/Z+++w9u4roQP/wYdIAiSINh7F6nem61iFVuxbNmOW5yejZMvvW3WWTvJJk7dFG+STbXTvIljJXHcu61iSVbvEoso9t4ANhBEn++PYZFEUCIpikW87/PgIQkOBhcjEYMz99xzxuuYDHc+GWuBh19KkrQJ+Lgsy47+OyVJmgNsB9KAMQdLkiSZgRcAPzBsyXJZlh8HHgdYsmSJvG7durE+5YDdu3czpv2ca8HWXs2CbBvrbsgY8ut1KKl6GpUUMk1vKhvzMQmhwVjNrpIWpNh41i1JGZd9TpbxPC7XC3FMQhPHJbSpdFzG+3wyrq8tGITm34MxGtvme0A/bYrEDnHRcUkJwuHHsRkbYO1nL+odNZNMpb+DqUQcl9DEcRnqWh+TsV6q2QKsBE5JkrQOQJKkzwOHAQ8QutPcCEiSZAReAjKBm2VZrhvrviZSfxqeNWz4ikRmvWbaBUrjbVmGsjD5SJUDWZapsbt45XTjJI9KEARhCutuhIAPTLZpHSgNkX6j8nocFdBSNNmjEQRBCGlMwZIsy28CC4BC4G1Jko4BjwG/AVbIslw6lv1KkqQFngGWAO+RZfnMWPYzGUQlvJHJiTUTadJhd3opbe7mR2+U8OzxOmrsrskemiAIwtTUXqV8jUq/6O6nDlXzjyO1dPZdrJt2NDrIvUX5vujFYTera3fxxJ4KjlW3T9DABEEQBo05CViW5Wbgx4APpSfSCeBRWZbH9K4tSZIKeAq4CbhDluWDYx3bZLhcQ9rixi7++/US3p7BxR36SZLEsowoAI7XdLAhP5YN+XGY9DN7xk0QBGFYHdXK16i0gbsCQZm9pW28UdiEajov58m9GdQ6aDwJ7dUhNylt7uZghZ03C5smeHCCIAhjDJYkSVJLkvR94HVgJ/AAkIqSlnfDGMfyK+Ae4KdAjyRJKy64JY9xnxPmcg1pq+0uSpu6aepyT/SwpqSl6YOpeNvmJ/HA8lRsZv0kj0oQBGGK6g8iIgeDJVmW+cz6bO5dmkK4YRpnNOjDIesm5fvil0Jusjrbxpa5CTy4JjPk7wVBEK6lsV6P2g98GfiqLMu3yrK8HZgPnAN2SZL07THss6+OKI8ABy65fXyM45wwjp6+NLywoSetVdnRfGlTLmtzYyZ6WFNShi0Mm1lPp8sn+iwJgiBcSYg0PI1axdzkCG6eHT8pQxpXs7aCpILq/dDTNuTXeo2auxcni4tqgiBMirEGSxaUtUk/679DluUmWZZvBr4G/MdodyjLcrosy9Iwt2+NcZwTwu0L0OsNoFZJhOuHFhi0GLTMSYogxWqahNFNPUoqnjK7dKjSjizLnK3v5KlD1TO6ca8gCMIQvR3g7gCtEcyxkz2aa8McA6krQQ5AyStX3NzrD07AoARBEBRjDZYWy7J8MtQvZFn+KbBq7EOafjouWK8kzdDSp6M1WBWvHbcvwB/3VbKzuIXSZjHTJAiCMKB/vVJk6kWltV861cDhSge+wHUSOOTfpnwt3wGe7pCbtHS5+emb5/jVrrIJHJggCDPdWKvhXbZ0mSzLJ8Y2nOlpoBJeiBQ8p8fPP47UcqjCPtHDmtJSrCZSrCZcHj+FDV28Z24Cdy5KIiHSMNlDEwRBmDpCpOA5PX6eP1HPH/dVct1cnrNmQPw88Hvg/FshNzHpNZS3OilrdU7fCoCCIEw7Y2pKK0nSzitsIsuyvGEs+56O+oMla4jiDvXtvbxR2ESGLYzlmdETPbQpbXW2je2Ha9hX1sYXN+ZO9nAEQRCmnhDBkizLbFuYhNsbQKOezqXwLlFwOzSdhnOvKeuYNBefU816DZ9Zn016dBhhIVLeBUEQroWxvsuqAOmSmw1YDeT2/TxjdFymbHhUmJY7FiZxQ45tooc15a3ItKJWSZyt7xyoJigIgiBcIEQlvHCDltvnJ3Lv0pRJGtQ1EjcHojLA0wWV74TcZHZihAiUBEGYUGNNw1sny/L6S27zgAKgHfj+uI5yirtcQ9rYcAO3zU9kXd51ujD3KoQbtMxPiUSW4WCFnWBQZn9ZG/+74zz+6yUPXxAEYaz8XuhqUCrFRVxngVEokgQF25Tvi1+C4PDnAVmWqWgVa1wFQbj2xnX+XpblcuCHKM1qZ4yBmaWwoTNLwuWtylJSE/eVtQEyr55t5GRth+jULgiC0FkLyGBJHEhJk2WZQxV2Wrqv0759KcuUqn/OZqg5EHITWZb54WslfO+VYmodl11CLQiCcNWuRbJzK0oq3ozR32MpKsTM0omadmodLlESexhzkyIIN2ho7HBTZXdx58JkPrI6nYWpUZM9NEEQhMkVYr1SY6ebx/dU8KPXz03KkK45lRry+2aXzv4LQpw7JUki3RZGhFE7cP4VBEG4VsY1WJIkKRqlWW35eO53qutPw7t0zZLbF+CXO8v4zstFBEWsFJJGrWJl3+zSu+V2FqdFcWNODDrNdbRoWRAEYSz6g6UL1isFgjLzUyKZlxwx/s/n6wV3Z8gAZUJlrgNTNHTVQ+2hkJtsW5DID987j/kpkRM6NEEQZp4xfSKVJKlSkqSKS251QBOwAfj6uI5yCgsEZbp6fUgSRBgvnlly+wIsSIlkdmIEatWMqnkxKquylOIXhyrsFzUbFLNxgiDMaCFmllKsJj6/IYcPrUwP9YiRK34Z3ngEHBWD91W/C89+At792fCPmwhqDRTcoXw/zOySSacRF9UEQZgQY32neSfE7SXgG8AsWZZfHJ/hTX2dvT5kWSlWcGkJ10iTjs9tyOELG3MmaXTTQ4rVRGq0iV5vYGCt0o7iZh7612maOq/TvHxBEITLkeXBhrRRaZffdizs58FeBp11g/cFg6ALUyrS9XM54PWHoWzHxM44Za0HoxU6aqDuyLCbBYIye8+3irVLgiBcM2OthvcRWZY/esntU7Is/7CvyMOMMVwKnjA6a3NjANh9rgWAWocLu9PL/vK2yRyWIAjC5HA2Kw1ajVFgUFLuvP4gTZ3u0c+6e3vg8BPgbBm8L+9WWPMfkLxs8L7czXD3Hwcr0oFSwttRDvXHlGp1E0WtHRzHMLNLAK+caeTP71bx7PH6iRubIAgzipjDvkodruGLO3S5fSKVbIRWZEZj1Kkpa3FSY3exZW4Cn9uQw50LkyZ7aIIgCBMvRH+l8lYnjzx3hp++WTq6fR3/C5S9DSefGrwvJheSF4PWMHT7C4OiWVth5Wdg3n2D9/V2gH0Crotm3aQEi+1VSrAWwrq8GFKsJlZkWsX5VhCEa0IES1epvUcpGx4Zomz4D18r4VN/PS5SyUbAoFWzOltZu7SzpJk4i4EFKZFIE3klUxAEYaoIsV7J6fFjMWpJiAwR4FzO/PshYQHMvXf041BrIWPNxamAJ/6irHcq2zH6/Y2GRgf5tyvfn/lnyNkli0HLf91WwPLMaHG+EAThmhhxsCRJUlCSpMAIb/5rOeipxDHMzFIwKOP1B/EHg1hF/6URWd/XuPdghQOXd/C/kMvrx+0LTNawBEEQJt7AeqX0gbuWplt57N753LN4BA1qL1yLZIyE9f8JEeMwUy/LYIhUApm4OVe/vyvJ3qisXWqvGrbvkgiSBEG4ljSj2Pbb12wU01h7X4+HSwMilUriJ/fMp9cbEBV7Rig+wkBBooWihi72nW9j8+x43i1r4+nDNdw6N4EtcxMme4iCIAgTY2Bm6eLiDpIkodNcITio2gf7fwnz74PZd47vuCQJFn0QZt8B+vDB+1vPgS13/Nc1aXQw973KmqtT25U1VuqhH128/iA7S1ooaujkS5tyRQAlCMK4GU2w9AVgoyzLxyVJ+iPwHVmWK6/RuKaN/oZ40WH6kL836tQTOZxpb11eLEUNXew618qmgjgijFp6vQGq7KLSkSAIM4SnG1x2UOvAHA+APxBErZJGFgT4+1O/r2HAcGGgVHcU9vwYUlfC6i+Mf8CUuR6KX4LuJqjYDTkbh2wiI/NmUROdLh9FjV3MTrwGfagEQZiRRhMshQH9EcGHgd8CMz5Ysg8zsySMzYKUSKLCdLR0uftOeBa+sbWAdFvYZA9NEARhYgwUd0gFlZKZcLS6nb8erGZTQRzbFlwhnS57I0TnXJuS46EEA6AxgDXz2lTMU6mVAhPv/hzOPqOsodJcfM7Va9R8YEUaWpWKggTL+I9BEIQZazTBUjXwoCRJepTLVQslSRp2laksy3uudnBTXSAo0+HyIklD1yz9+d1Kmro83LskmcwY8ySNcPpRqyTW5cXw3PF6dhS3MDsxQgRKgiDMLCHWK9W399LrDQzf4NzbA0igM/U9doICJYDU5WDLUSrX9QsGBwK98XmOlVD0gpKeWPo6FNw+ZJNFqVFDHycIgnCVRvNO9kPgg8AOQAZ+DewKcdvd9/W61+HyIstgMQ5tSHu+xcn55m4043mymCHW5MagUUucqu2goaN34P72Hi9lLd2TODJBEIQJEKIS3nsXJ/Pje+ZzY07M0O1lGQ4/Dq8/BI5JSvgwWQdnlTzdylhqDo7f/iVJqeoHUPR8X3A4vA6XF6dnxtSaEgThGhrxJ3lZlv8IpAI3ocwsfQHYHOK2qe/rda+/IW10iBS8r96cx5c35xIfMcoSrwIWg5Yb+sqIv362CYCqth4e+tdpHt9TgS8QnMzhCYIgXFshgiVQ0r0jjEN7+uFzKet53F2gNV7z4V1R1T7oqFGayQbHsZJpwgKIzVcCpbPPDrvZ4UoHDz93hudOiEa1giBcvdGk4SHLciPQKEnSk8ArM73Ag93ZVzY8RLAUadIRaRLrmMbq5tnxvFPaysEKO3csTCLVaiI+wkBChBG3L4BWLWbsBEG4DgX80NUASBAxghLhALow2PxdJUAJj7+mwxuR3FuUrynLlfVG40WSYOEHlR5Ppa8ra7MsQ6ukJkcZ8fplnG4/siyLyniCIFyVMX3ilGX5ozM9UILB4g6hZpaEqxNrMbA4zUogKPN2UTMqlcQjt+bzqXVZhBtCXFkVBEG4HnTWQtCvBD1aJTNh17kWfvLGOU7UtA//OLUWorMmaJBXIEmQt0VJzevXeDpkU9lRi86CzLXKMTr515CbJEYa+f6dc/jUuiwRKAmCcNXE5fmr0F82POqSGaQD5Xa2H66hsu3yOdXC5W2Zo1wh3V3agsvrR68RZdgFQbjODRR3GCzQUNzYRXFj19A1OOU74eTfwO+dwAGOQflO2PU92P+/4xMwzbsPNHqlZHnT2ZCbxFpECrwgCONjVGl4wsUGeiyZLw6WTtZ2cLTKQWq0iQxRyW3M0m1h5CdYKG7sYldJK7fOU9ItmjrdvHy6gfuWpohZJkEQri/9BRqiMgbuemBZKsszosmKueB84nPDiafA64TobEhZdtFuZFmmtdtDUWMXte29tHS5cXkD+AJBdGoVYXoNtnA9yZFGsmLMJEcZUQ1Xae9qhcUqpcVj8qBhHJ7DZIWCO+D03+H4k3DLfw9bea/N6eGV043ctzQFg1ZccBMEYfREsHQVHAM9li5uSLsuL4YUq5FsUTL8qt0yJ57ixi7eLm5mU0EcOo2K7UdqOFPXicWg5d6lI8zpFwRBmA5CzCxFmnQsTrsk3VtrgLUPQc1+SF46cLfbF2BPaSvvlrVR197LSIUbNCxKi2JRahSz4sOHVHi9KvFz4LafKaXFG3aPzz5nbYWyHco6rfKdIRvVAvx+byXnm7uxGDXcuTB5fJ5bEIQZRQRLV8ExTEPa/AQL+aIp3riYnWghxWqi1uHindJWNhXEcdfCZKJMOjYVxE328ARBEMaPLA9bCS+kmFzlBvgDQd4ubuHVM4309KXrmfQa8hPCyY4xE2cxEG7QoFWr8AaCdPX6aOn2UOtwUdrcjd3p5Z1zrbxzrhWzQcPa3BhumhU7foWKLuzB1NsBx/4ESz4Ghoix7U+jg4XvVxrVnnpamVkzDD3v3rMkmbeLmlmfFzvGgQuCMNOJYGmM3L4APR4/GrWExSAO47UiSRLbFiTyy51lvHK6gRtzbKRGm/jwqvTJHpogCML46mkFX68SQPQFF++UttLa7WFVVjSJkUYloHLZIcw28LBqew9/3Fc5MJOUHWtm8+w45idHjmiGSJZl6tp7OVbdztFqB40dbl453chrZ5tYmh7FljkJpFhN4/c6j/4Bag8DEtzwxbHvJ3WlMrvUfBZO/BVWfnrIJlkxZrLWiiwPQRDGTnzKH6P+HkvWMN1F1Xbq2l3Ut/eSYQsb/QLT7malP4UchK568HRB9QGlh0bKcohMVSokGaKUq4mRMyMFbUFKJBm2MCrbethR3DKwdgmUk3yPN4BZL/4rC4IwzYVYr7S/rI2yFie5cWYlWKo7osymzL4T5t7NO6WtPHWwmkBQJiZcz/uXpzEnyTKqKnCSJJFiNZFiNbFtQSLlrU7eLGrmeHU7hyocHK50sCzDyh0LksancMKSj/V9/ejV7UeSYOm/watfhcp3IHMdxBUMu7ksy9h7vNjM+mG3EQRBuJT4hDlG/T2WLk3BO17TwQsn6rllTjz3LBlBMOP3Qu1BKHwBil9Uyr/Gzx38fWct+N3Qem4wl72rXmlAGD8P8m+DpMUQN2fYBa7TnSRJ3LkoicfeLOW1s42snxWDSaehw+XlD/sq6Xb7+ebWgmu3OFkQBGEihFivtHVeIueau8nqXwPbXgXBALLOzPbDNbxd1AzAulmx3LM4+aqLGEiSRHZsONmx4bQ5PbxZ2Mzucy0cqnBwpKqdNTk27liYdHXFdYxRcONXLr7P0w368NHvy5KoBI5n/glHfg9bfgTqoR9t3L4Av3ungvJWJ9+5Y07o5r6CIAghTKlgSZKkZOAhYAkwHzACGbIsV03muEJpc3oAiL6kuEO8xcDC1EiyY68w7e9zK2/u1e9Cb7uSWqHWKm/8s7Yqs0jGKOhpg4AXwqKVk0lXAxS90Jeu4VIa85W+DpJaSd1Y9AFIW32tXvakKUiwkBcfzrmmbt4obOLOhckYdWoaO914/EEau9wkRU6BzvWCIAhjFWK90tzkCOYmX7CuZ969BJOX8eRZH/sqmlGrJD68Kp3V2TbGm82s54HlqWyeHceLJxvYX97G7nOtHKp0cOfCJNblxaIej4tU516DM8/A+ofH1iuqYJuSldFVr1x0nHPXkE30GhUBWSYoy9S394pgSRCEEZtSwRKQDdwLHAP2ApsndzjDa+ubWbKFXxwsLcuwsizDGuohgxpOwvOfhl6HMiNkzYCcmyFl6cgWuy78AHhdYC+DlmIl4Ko9DK42aDoFOZsh71Zlxuk6mW2SJIm7FiXxg1dLeKuomQ35cVgMWj6zPhubWSdKiAuCMP2NoLiDLMv8pQT2VXSgVav43IZsZieOsUjCCNnMej52Qwa3zIln++EaChu6+NuhGvaUtvLBlWlkx45hRqifLCu9krxOZWZtLMGSWgtLPw47vwOFz0LqCuXC4wUkSeIjq9KRgCjRSF4QhFGYasHSHlmW4wAkSfo4UzhYau1WZpZs5lG86coylLys9MbwuUAXBos+DPlbldzr0dCZIGGecpt3b19zwr79thQrN7VOCcZWf2GgE/x0lh0bztzkCM7UdfLq6UbuX5Yq+lgJgnB98HQrhRvUOjArDbn3nW/DqFMxOzECQ1shGCJ4oUrDntJWtGoVX9qUS178VQQqo5QYaeRLm3I5UdvB9sM11LX38sPXSlg/K5b3LhpjCqAkwQ1fUi70JS0e++Di50DGGqjcAwd+BZu+M+Ri4aVp84IgCCMxpaYdZFkOTvYYRsrel4YXe8HMksvrp7nLjRyqQ7nXBe/+TKnYgwzLPgEP7oSC20YfKF1KkiB7A9z9R7j7T0oAFhYDzYVw5Al46h44/zYE/Ffe1xR318JkJAl2lLTQ2DnYQ0SWZfaXt1HZ1jOJoxMEQRijgVmlNFCpkGWZZ47V8utd5XT29MKh39H+ry9y9MgBJAk+uTZzQgOlfpIksSg1iu/eMZdb5yUgSRI7i1v4+vNnOV3XMbadqjUXB0ouB9QdHf1+Fn0YjFYl66L4xctuerTKwd8O1Yz+OQRBmHGmVLA0nYRas3SmrpOHnz3Db94pv3jj3g74611w6u/KVcMbv6KUOB1rf4nL0Rph1nvgtl/Aik9BeILSj+LIE/DyF+DcGxCcNjHpEKnRJm7MiSEYlHn6cO1AYPpOaSt/2FvJn9+txB+Yvq9PEIQZ6pIUPH9QZl1eLIvSoog1STis8zjRHUmjNpX7l6ayMDVq2F1NBJ1GxV2Lkvnm1gLSbWG093j5+dvneXxPOV1u39h37HPDzu/Cnp/0lRcfBb0Zln9S+f7MP6G9OuRm/cWBdhQ3U9jQOfaxCoIwI0ghZ0GmgL40vCe4TIEHSZI+AXwCIC4ubvH27duv+nmdTidm8+WLM3gDMr866UGjgs8u0A+UaC1sC7C/wc9sm5pViUqGoxT0kX3+cWz2IwQlLYWzH8Jpyb7qcY6YLBPRWURsy1707lbCXDX4NeGcz/4YXZFzRrSLkRyTieTyyfy50IMnANuytGRGqvEFZZ4552V+rIZ8q2pUZXPHaqodl6lAHJPQxHEJbTyOy/r164/Jsrzkascy3ueT0b625NoXiOw4Q0Pie3BEL7rod96AzN9KvHT0BpgVreXmdM2EvMeNVFCWOdGinP/8QTBq4KZULblRQ9PyrnhcZJnYlr1EdBZRkfkhAprR93dKrH8Fq+MEbkMc5VkfQ1YNHUeRPYA3IDM/Rj3px1K8P4Qmjkto4rgMNV7HZLjzybQmjpKXAAAgAElEQVQOli60ZMkS+ejRMUzbX2L37t2sW7fustvUtbv4rxcKiYsw8P075w75fTAoK2WsgwHY+xjU941r7dcgaeFVj3FMgkFl4evO70DAB7GzIW0FLHi/0rvpMkZyTCba20XNPH24hphwPY9um4NOo6StTORJbyoel8kmjklo4riENh7HRZKkcQmWLjQe55NRv7ZXvgKddbD5e2C7+ILaXw5Ws7ukhaQoI4/cmo9ec3Xlwa+Vlm43T+6voqSxG4DF6VF8YEUalgsK8Iz4uPg9oBljPyRfr9J7qadVKSs+//6x7WeCiPeH0MRxCU0cl6HG65gMdz4RaXhj0N9jabjGdgP9fg4/oQRKWhO858eTFygpg4K5d8Mn3oGVn1UKPtQehpe/DC9/RckRn0bW5cWQGGmktdvDW319Ri4MlJweP8Hg1LwQIAiCcBG/V2kLgTTQbPx0XQcOp5uGN35G2ekDqCV48MbMKRsoAcSGG/j3zXl8cGUaeq2KY1XtfOP5sxypGsP55cJAqfglOP5/SpGkkdAaYcWnAQkKn4fG05fd3Onxc6x6ep0DBUGYOCJYGoNQlfBkWb64sMO7v1AKOvhcsPYhpW/SVGCMVNZL3fZzpdt5dyMUvwB/2gJV7478ZDTJNGoV71umHNOXTzcMrCEDOFHTziPPneHNviBKEARhSuusBTmolLvW6HF5/fz87fP85ql/0H7mdTZ0Pc8dCxNJsY4+JW2iSZLEurxYHt02h/wEC063n9/uLufXu8vGtpbJ2QqntkPJK9BWOvLHxRUoFwiRYf//DntB0O0L8O0XC/nN7gpKmrpGPz5BEK57Ilgag/4P5hfOLJU0dfO5p0/wlwNV4KhSqt4F/ZC+BmJnTco4L8tkVQpAbPgmWJLAEAn7fwE7vg0d06NCUEGihSXpVrz+IE/urxoIVlWShNPtp7S5O3RlQkEQhKmkvVL52lfcwenxMycpgiZdGnuNN1GVcAu3zEkc/vFTkM2s5yubc4fMMpW2B0b3vmyOgTX/DksfhJi80Q1i9l0QNxs8XXDglyGLGxm0alZmRZMebSI2fPq32BAEYfxNuWBJkqS7JUm6G+ivI7ql7761kzmuC/UHSzEXlA1v6nTT6w0gBX3Km3JUOsy5G9Z+dZJGOUJZ6+HBXbD2P0AfrvRn+udH4NlPKFf0prgHlqcSptdQ1NDF3vNtAMxPieQrm/P43E3Zk75wVxAE4YouqYQXG27g7sXJ9KrCOGpez5qb7xlM755GQs0yvVLh49e7R1kxL3Eh5Gwc/NnlUKrmXYlKBas+p1SebS6Es/8KudkdC5J4aMss0YdJEISQplywBPyz7/b/+n7+dd/P3560EV2iLcSapXV5MTx27wLuUO1VUiosCbDxW5MzwNFSqZQ+TVt/Blk3Kbnz5Tvh+U9BxTtTOjUvwqjl/cuVdLy/H63F0aP82xQkWkSgJAjC9OC4eGZJlmW2H6lBlmVumhVH+jRvvn3hLJNWBcer2/n6c2c5XOkY/ex/b4eSAbHj28r3V2KMUgImJCVYqj82ZBOVSkKrHvw4JPr1CYJwoSkXLMmyLA1zWzfZY+s30GPpgjVLkiQRUbcL84knlNzzlZ9TiihMJ/09Ku56QrmSp1LDwV+TWfEkNJ2d7NENa1mGlYWpkbi9gYvS8UBpFPy7d8o5XCkW7wqCMAUF/IMzS9FZBIIye0+XMqfwp8wNFLFtwfRKvxtO/yzThwr0FCRa6PEo782/3l1OZ+8oZpl8LuUcKwdBM8JzbPxcmHcvIMO7P79sqvk/jtby3ZeL2NeXqSAIgjDlgqWpzunx0+sNoNeqCNdrBn/h9ylXunpaISJ1SOnXaSXjRnjgH7DyM2CIIMxZCX99L/zjI+Ceeg38JEnigyvSMek1nK3vZF/Z4EnueHUHhysd/ONorWhWKwjC1NNZq6xvDY8HXRiVrU7efnk7Ec4KtkZWEXbheeY6YNFLfHnT4Fqm49XKWqZDFfaRzTJZEpXy6msfGt0Fydl3QtoqpST5Oz8Cd+hiDnEWw7RMeRQE4doRwdIoNXUqedLxFuNAmleN3cUL/3gce9CslH3dNGUyBsdOkiBjDWz9H3rM6YAMLYVKqfHSN0MulJ1MESYtD/RVx/vboRoaOnoBWJ0dzZa5Cfz75jw0avHfXRCEKcZRrny1ZgKwu7SVnSxjh+UO0m98YBIHdu1cuJapf5bp8T0VI59lMliUIkX9Tv8Dzr1+pSeF5Z8Ca5ZyUXPfY8qs3iXW5sbw3TvmcEOObZSvShCE65X49DhKzV1KsBRnGVyvVF1fR1Ld6/TIOmXdj/466qysC6Mi66Nw/1OQvRG8Tjj6B3j5i1Dy6mSP7iIrMq2szIrG6w/y691luH0BJEni7sXJxEdMs5RIQRBmBnuF8jU6G68/SHFjN7mJ0azfej+a2JzJHds1ZjPr+fKmXD60Kh2DVj36WSZQ1nud/ZfSh6mr8fLbanRKZT1jlFLM6NBvQ67JjbMMni/ae7yjSxMUBOG6I4KlUeoPli788L207XlyorWEZS2HhPmTNbRrK3kp3Px9uOHLYLJB9X546fPwwuemTENbSZL4wIo0EiINNHa4+evB6iEn3JO1Hbx8umGSRigIgnCJC2aWdpc009njJjU6jNVZM2NmQ5Ik1ubG8Oi22WObZbJmKCnjiz+iFFa6EpMV1nxVaXpbtfeyzW4bOnr57ivF/GLHedy+wOhemCAI1w0RLI1S08DMUl+wVLkXw7EniPA2E73qY5M4sgkgSZC6HG79qZKip9ZBV50yy1T0QsiUholm0Kr51LpsdBoVB8rtF61fsjs9/GpXGc8dr6e81TmJoxQEQQD8XuioBSS8ljROHtnLh9se44NxlTOummf0MLNMB8pHMMuUsQZyNw/+7Ki8fFGi6Cy48Sug0sC5V6HwuZCbhek1qFWgUUtTuSisIAjXmAiWRqm585Jg6difla9xcyDi+qhadEVaA2x9DD72xuCC2RNPwZNb4eRTk76eKSnSyAdWpAHw1MEaKvoCo2iznvuWpLBtYRKZ07wUryAI14GOapADEJHEnopuIlqPoHHbcXfaJ3tkkyLULNPv91bwkzfPDaxDvSKPE/b+BHZ+FxpPDb9dwnxY+VlAgtN/h/NvDdkkwqjlP26ZxZc25mLUqcf2ogRBmPZEsDQKsizT3KWUDY+z6KGlGHdPJ/VhBZTM+cokj24SRKYo6QzrH1Zywe1lsONReOubYC+f1KGtzraxJjcGXyDIL3acHyj3vrEgjtvnJ864q7aCIExB9jIAAlGZvF7YxDOqLbwQ8QC96esneWCTq3+W6SOr0wnTayhp7OZbLxbyzLG6K6fDaU2QfqMyexRbcPlt01bC0o8r3x/5A5S9PWQTm1mPQasESrIsc6jCLiqrCsIMI4KlUXD0ePEFgliMWkxaNZz+O06Pn1eCK9nXfH2Vdx2VhPlw1+9h4QeVSkP28/DGw7DvZ9BSMmnDev/yVPITLHS7/fzs7VJc3ovTBF1eP7/aVTZQ4VAQBGFCtZUCUOyLo73Hy7IsG1/68PuYk5E0yQObfJIkcWNODN+/ay5rcmMIBGVeO9PIN54/y7Hq9uFT81QqmH+/0hRerVXuC/iguSj09jkbYeEHABkOP3HZqnovnGzg8T0V/GFf5dW8NEEQphkRLI3CReuVzr8BdUcxmiNIWP5eFqVFTfLoJpnWABv/C97/T8i/fTAX/P9uh5e+AJ7uCR+SRq3i0+uzBgo+/HpX+UVXBF882cDx6naePFA1+i7ygiAIV6utFBmZtxqNaIJebp2XSFyEcWAmQwCzXsOHV6Xz8K35pFhNOHq8/HpXGT958xw1dtfwD+wPlABOPa30QSx6IfS2+bcpBSIAjv0Jil8Kudm85AjMBg1LM6whfy8IwvVJBEuj0HJhCt7ex6C1hLD4XG5bmsOi1BkeLPXThcHC9ysl1CNSlCpDTWfgxc/D2WfBN8K883Fi0mn44sZcLEYtxY1d/PHdSoJBJTC6Y2ESyzKs/NsNGSItTxCEieVyQE8bXX4thrYiPtnxE5bLlylKMMNlxZj55tYCHlieiqkvNe/Rlwv507uVdLi8l3+wPlwJni6Xlpe3BZY+qHx/4q9wavuQKnmZMWb++73zxPleEGYYESyNQv/MUpZcC94e0Bph2ScmeVRTlDkG7v4D3PMnyFgLPpeyiPZv98Gb34Dejgkbis2s5/MbctBrVRyqcAwETAatmk+uzcJmHuyZJcrDCoIwIfpS8M754on1N6Dyudh+tvvKH/xnMJVKYkN+HD+4ay6bCuJQSRL7zrfx8HNnePFUw/Dv37PvhG2/AtsFfasaTyvpeRfK2QgrPgVISoW8/b8Yss2Fs35NnW5+/EbJwJpYQRCuTyJYGoX+tS3Z9p0QkYx98Zc40qYWJ7fLSb8BNnwT1j+idKi3n1dSIv75USh5RSmdOwEybGF8cWPuQEnxP+8fmnp3sMLOw8+eobKtZ0LGJAjCDNZ6Do8/yEl3LC9HvI+nIj/Ju84EzPoZvP51hMx6DfcvS+U7d8xhUVoUHl+QF07U87V/nebNwia8/hAFGAwRg987KmH3D+C1h4aegzLXwbqHlD5M1fth53eGTSN/+nANJY3dvHRK9O4ThOuZCJZGoa69lyh/C9aOs6DWske9gt/uLmf3udbJHtrUJkmQMA82fw82fAtsuUpKxPH/gxc+A/v/F5zX/hjmxoXzhY05aNUq3i1r48n9VQMpeUqVIwedvT7ON0/8+ipBEGaYtlLsTg8NmlRWZ9t45INb+exNuWjU4rQ8UnEWA59Zn81Xb8kjwxZGt9vP34/U8p/PnmH3uZbhq9bJQQiPh/i5SiXXSyUuhE2PgtEKrefgjUegvWrIZp9cm8mG/Djetyx1fF+YIAhTinhXHiGnx0+Hy8vWru3o/d2Qvoa42FjmJEWQFx8+2cObHlQqmH8ffOQV5cqdNRN62+HAL+HxNXDwd0oe/zU0K94yEDDtPd/Gb94px+sPIkkSn1mfxcdvzGRTQdw1HYMgCDOc30vAXkmns4cudSQb8uOINOkoSLRM9simpVnxFh65NZ/Pb8ghxWqiw+XlLweqeeS5s+w934rv0qApOgu2/Ajmv2/wPns5lO0Y7BMYlQ43f0/56myGN78OFbsv2o1Jp+GB5akDqXnBoMzOkuahzycIwrQmgqURqnW4sPgdLOo9gOQoh6RFrMq28aVNueQniBPcqEgSJC2Gm7+vNAWMTAO1Hip2woufg0O/U4pCXCP5CRa+tElpMni8up0fv1FCt9uHRq1iZVb0QLEHp8fP8yfqxYlPEITx1VZKu9OF1u/ikz2/IaO3cLJHNO1JksT8lEj+67YC/t+6LOIjDLQ5Pfz53Soe+tdpXj/bdPGaJrVWqeIKSiGHY3+Cw48rVVz7mayw6TuQuV5Zu3TwN3Dwt0oj9hBePtPIUwdr+NWusmv4SgVBmGgiWBqhGoeLPPdJvEabMnWfvGSyhzT9SRJkrYN/exPuewpSlkEwAKWvw1/ugj/cDDWHBq/0jaO8+HD+8z35RIXpqGjt4fuvltDcNdhvSZZlfvdOOS+damD7kdpxf35BEGYuuekMbd1uOjRWDFoNPz0e4GCFfbKHdV2QJIml6Va+s20OD67JJDnKSKfLxz+P1vLVZ07z/Il6uty+oQ/M3aL0Ccy6afC+gF9J01vx/5TCD2otVOxS1jq1nR+yizmJFmLC9WzMF9kJgnA9EStJR6jO3s0c9zGwxMNNX6eyrQezXkNMuP7KDxauLH62cutqUGaWWkqg1w77HoOwGMi9GZKWKsd/nCRFGvn6rfn87O3z1DpcPPpyER9bnc7iNCuSJHHXomTcvmq2zk0Yt+cUBEFwVBzH7ZfZG/8BolIKKKrxkt8jCgWNJ5VKYkVmNMszrJyu6+TVs42UNTt56VQDr51tZFlGNDfNiiXDFqZcuEtfDWmrlO9BuUj31jchIgkWfUgp/BCVoVTI66xTqroW3A5z7xno6ZQZY+a7d8y5aN3Z6boO0qLDiDBqhw5SEIRpQcwsjVTdMcyBTrSRCZC4iL8erOZr/zpNYUPnZI/s+mJJhE3fhk/ugRu+ogRKPa1KesTja+Dp+5WSr+PURDbSpONrW2axKC0KtzfAr3eVs/1wDf5AkAxbGA/3zT71232uhV6vKC8uCMIYeV101pUgoyJn7nLuv3EOn16fxYrM6Mke2XWpPz3vP7fk87Uts5ifEkkgKLO/rI3vvlzE914p4kC5XUm3vrDfnv08tFdCcyFojMp9UWlw8w+UxuugNLl97SFlmz4XBkotXUoz9G88f5ZOV4jZLEEQpgUxszQC/kCQFbWPow+4MObfQlBWevfYnR6yYsyTPbzrkzkGFrwP5t0HDccHZ5vaq2HX9yDMpvRvipsDcZdpNDgCBq2aT6/L4q2iZv55rI63ipopb3XybzdkEh9hGNjuSJWDvxyo5u3iZh69fc7VvkJBEGYgR9VJfD3tdOrSuDE/BYNWzeI062QPa0bIiQsnJy6clm43u0ta2XO+lYrWHipaK9h+RMPKzGhWZ9tIsZogJg9u+7lysU7d91Ep4IPjTyqpeslL4eCvoKsedjyqzEot/KCyzqmPRq0iJ85MuEFDhEnMLAnCdCWCpRGwF+4k2VOOrNaiy1wNKolPrctCluWBYgDCNaJSKevDkpdA63mo3gf1R6GnDY7+Sbn6F5MHKz8HaSsv7qUxCpIksXl2PJkxZn77TjkVrT1868VC7liYxOaCOFQqicRII+m2MG7IsaFSiX93QRBGr/z0ATL9TURrvVi6y8E4a7KHNOPEhhu4d2kK2xYmcqjCwY7iZurae3mrqJm3ippJiw7jxhwbyzKshMXFDj6wYjeUvQ2OCqVA0ZYfQ8lLSgPb6v1Qf0yZdZp1K2iNWMN0fHlTLr7AYCZES5ebnSUt3L4gEZNOfAQThOlA/KWOgKvqKN2aBFy2OUSG2QbuF4HSBIvJUW6LP6JUyzv8hJIm4e5SKhkdfxJiZoE+XJmRikga9VNkx5r59u2z2X6klv1lbfzzaC1Hqxx8aGU6qdEmHn5PPhfGSceqHbR0edhYEIdW9EcRBOEy3L4Anppj9KrCCI+bxdf3eViaUc+2BYnifDIJ9Bo1a3JjuDHHRpXdxb6yNg5V2Km291Bt7+HpwzXMTYpgSbqVBSmRGBMXQd57lF6BkqQUf8jeBO5u6KyF5rNw5p9KkaLZd0L2JiSNDp1m8N/270dqOVnbAcD9oj+TIEwLIli6Encn6rpDdKojaZ3/WWRZpq69l+Qoozi5TZb+Jrfb/hd6O6DumDLb1HgKqvYqzQNP/FVZfJu8TEmXMMeMePdheg3/dkMGy9KtPHmgisq2Hh59uZDV2TbuWpg8kE7hD8o8fbiW9h4vkSYdK7PEmgNBEIZ3rLAYs89OV3gWNct+SNOBes63dItzySSTJIkMWxgZtjDuW5LCiZp29pW1UdzYxcnaDk7WdqBRS8xLjmRJ2lbmJURi7H9w+Q4ofU2p5rrhv+DU09BWqjRdL34J8rZA9kbQhQGwbUESvqDMzbMHixV1e2XcvsBAvyZBEKYWESxdyfm3cLndVOlzmZ2eRXlrDz94tZh0Wxjf2Hp1a2WEcWCMhJwNys3dBaf+DkXPKiVfW4qV2+EnoKcZUpbDko8ps0/qK+ePz02O4NFts3nxZAM7SlrYd76NI1UOtsxJYGN+HBqVxEdWpfNuWRsrMgfz1Js63cRZ9OIDkCAIA2RZpvrkbgqAsIxl5OcmYI0woxEpvVOKTqNieWY0yzOj6XT5OFbj4HBlO2Ut3Ryvbud4dTtqlURuXDjzUyJZZMwgOmmJUi0vrgA2PaoET/t/Cd4eOPk3JU0vZzPkbCY12saXN+Ve9JxvVvl485nTfO6mbHLjRJN7QZhqRLB0OT43gd0/Qu8OUhT7Qbbawjhd30mESUueeEObegwWWP6gcvP2QMMJqD2spEQ4W6Bqn1KaXK2D2AKQg5B7CyQuVNZGhWDSabh/WSrr8mL5x9FaTtV28PyJet4obCIJP59fGcacpMF1Um5fgO+/WkyYXsMjt+Zj1os/MUEQoLixm4LmlzBLvSTNXYskScyKFw3Np7IIk5abZsVx06w42nu8HKtu52i1EjgVN3ZR3NjFdiAh8hbm1EeQH+wgLz4cQ48d9GaInQ3IykW7wueVW9JiyNkICcp5x+X14wuCOiiTHDUwX0Vnrw+LQSMuugnCFCA+yV3Oif8j0NOGVg5Hn7wQjVrFotQoFiRH4g2Mf6NUYRzpwiD9BuW27BNw/k1wVIKzCTpqlMW4rcVw8q+QvgZiZykzTqZoSFw0WP2oT3yEgc9vyKG4sYsXTjZwvrmbg3Y/dc+c5oYcG+vzYomPMNDS5cGgVRFu0FwUKHW4lFQ9QRBmppNH9nKrpwSdTkcgKlOcfKeZqDAdGwvi2FgQh9Pj50xdJ6fqOjhb30ljh5vGDjdvFTWjUkksCE9mVdgNRCTfSFL2PPQdFXDk91D0InQ3KRVejVGQthpT+g3cn6dl7tLZAwUfZFnmR6+XIEnw+Q05xIYbrjA6QRCuJfF+fTmOKhyGVN6RVjErMXLgbpVKwqASucXTht4Mc+4a/NnlgLK34MwzyvfuDqg5qARQjadApVEKRMTPhehsiExV0v2A/AQL+QkWzjV188uXDuDyBXi7qJm3i5opSLSwLi+GR7fNwXVBL6ZOl4+vPnOa7FgzX92cJyrpCcIM09LtpqOuhA6NDVtiLv/+cj035ni4b2mKmDmYhsx6DSuzolmZFY0/EKSs1UlRgzLTVNnWw/FOM8dZCQf9qA6fINVqYoM3lYLwbPTxszDiAWezkp536LfkByOIjvqAMusUnUN7rx+XN4AEWC+4yFbW0k2cxUC4QZQhF4SJJIKl4bSdB0c5zVjZY7mV/0gIp6qth+Qo40VN54RpyGRVgqF59ynNbbvqlR5OdUeVkrB+D7QUKTeA1hIlgMq7FZIWgTWTvKg03pujI3PubHaUNHOowkFRQxdFDV0YdWqWpltZkRlNTqyZGocLrVoiTKe+KFA6WuUgP8FCmEjVE4Tr2q6SFrI9hUiWRErT3oe7MoDT4xeB0nVAo1YxK94ykFLp8vo519RNcWM351u6qXW4qGrr4Q8sI1KVib9VizbcxsKIVla0v0RK91nCgg7koueRil4AnRlrWAw/XrCe1qhFA583/IEgv9hRhsvr57/fO49os34yX7YgzCjiU9pwil/CGwhyTL0Itc6AWa/mG88XYtSp+cFdc0V/hOuFJEFEsnLL2QjrvwadDdBRpQRJbWVKmXJvD7QUQts55XEdNSzrdmBq38BHU5dz/9JEjtu17GvWUtqlY09pK3tKWwk3aJiXHMmHVqaTZjUNPG1DRy+/2V1OpEnHT+6ZN/ChSfTuEoTri9sX4FzhCW731WONiyd19S18a64fvVZcdLsemXQaFqZGsTA1ClD+/SvbeihrcVLWEkF5qxOny8dOVySn/JvJN9pwObuI7rIwO3iemEAd1p5dqM4+T2zifIhKhdgCPOiZZ4qnymDDGjY42/SndyuRZdi2IFEEUIJwjYhP/KE0l8DhJ+hVWTgV/iD58RZ6vUESIgwkRhpFoHS9i0hUbmmrlJ83fkspFuHvVWaeHBVgL0Pj71X6PPXaMQKre9pY3VGNJzyVivDFnHOG0eQ0oW7pYfeZFGqM+STHWsmLC8ds0JAdaybOYhgIjgJBmYefPUNqtIlPrskUM5iCcB04UFTF3U3/Q7gmgLlgE2h0pFjF+sWZwqBVD6Rvg3JBrLHTTZW9h1pHHDWObI4WV2E2RPOWfAtZnrNsVj2L2d+Jq74bfeNZDKWFJPSW8iGCOFPW4twxG2N8DjLQVNRNjTqNu5ckDzznoQo73W4/C1MjRQAlCONgSn3qlyQpBfgfYBMgAW8DX5RluWZCB3L0CeSgj3qsODVRrMmNId0Wxrdun43HLwo7zDgaHaQuV77PXKd83fAtTr36JEvnzFLKknfWQeUe6KxDL/nJl2qYFS7jcfUgtRbTK2up7krH1RpGV4mVKH8Lq9VhNNtW85ozlWhbArLOREunC5WKiwKl/ztQhVolcdv8RCwiV10Qpg1/IEjrwadZ5K1CUkdQH3Mjo2+VLVxPJEkiMdJIYqQRspT7dukambd0HjUOFzWOJI50rKWps5fWzm5s7hrSPOdZQwcRATsNdfVQ34DEWyT6a/ls0EWNqYD65xbQFJWMWafCfr6aw3IBcVtvHwiWSpu7KWtxMjvRQlp02CQeAUGYfqZMsCRJkgnYCXiADwMy8F1glyRJ82RZ7pmIcaj9PeBsxmnJ5l88QLRZx9y+0tCSJImmcYJCraEnPAsyVg/et/rz4PdCVyO4HUjdzRhaikCjQh/0E2600uPqxeluJtxVSDAYoMrXhtykBEYxvkb+J9hFvT2Xk3/IQ2uOxqyVSSwvp0mXjDZ6K4RbQR/OG0UtlPaE8Z4FyWTFmAHw+oOoJMSMlCBMEQcrHHjdLjp1sZzXzOHpHa3853uiB/5mBQGUzxbRZj3RZv1A+h5AMCjT5lxIY6eb8s6P09Tejcdeg6qjEmN3DeoeHza5CdnnxlNzDGqOofe3sspvJ0ey0v70M+w32lBrdUS3n0YKJrEz6x4WzMpBb4lGainiUJ2H2KwFbJk/WGzE5fVj1KpFSrgg9JkywRLwIJAJ5MmyXAYgSdJp4DzwSeCxiRiEre0QBH0U6uZTJc0iz6znqcM13LckBZ1GfAgVrkCjA2sakKb8nHcL3PhlANSyjKW3HUtnHVTswtfRQJwuie72FtxdbajaWpG8MpqAC19bKb428AfaWeJvpqM3gvLnTqJVqzCogqzoKmaxrKa7cgXtkdFojOG4Gopp6OhFSlvJgvxZoDPhcXVSVt+K1pZFbt5s0BpBpUGWQTJGKuMVBGHcBYIyx44cYhoFRp4AABvISURBVIP7OCZbCh2ZD7JCayXTJq7qCyOjUknEWgzEWgzMTwGIB3IAZday3eWjrauHntZa3PYaAu11eNpO4nGW4wsE0QXd6HrqMAW7sfnqMcgOYis6kKokvLJMqqeUW2QV+4uX89I7sQT0EaR7z+PubOawdgVZ81eiN1kIC3bT03SeFkMWyQUriI8wYlSD2tOGVh9GVFQ0Wo24kCxcv6ZSsHQ7cLA/UAKQZblSkqR3gW1MRLBU8Q5xTbtoNUbzomo5Kh00dbo519TN3KQIFqREXnkfgjAcSVIq8ZmskDAPLcqpL/6CTdw9neiamnC1t9HlaKWjpYS29mI6/Vq6pXBMwR4ivG2YJB1BoMPRRme7HYBETzmpQS915b2UNBxEo1IR7mkiwd1KuzqWxlOJqFUSWr8Llb0Ut2REmzwfvd6IpDXgqzuBNyghZ6whOioaldaAp7WCni4HxM0mOiFdqQroceJqq0IKT8CQkIek1oOkgo5qolsroC0J1FpQacHjVH5nsPQFamqlAqFKozQHHqYZsCBMd7UVZ1nUsR+9RsK6+C7eu3AlgaAo4CKMD41aRUy4nphwPSRZgfkX/V4OBul1dtBtb8Rlr6W1tZxgdws6rwfJ1Yba3Y5PtiD7/aSr7ajcDnBDvLcGbaAHQ6AX6fQxACyBdiK9TdixYD+XRptaKVaU1XuKzqCeNww3YDKZkbUG8pxHCHhcHDGvIzIuDUmjI8ZTC+2VNBjzMCXPxWAwYMCN3l5MryYKUpYSbjKi0urRdZQTRI1sy6XBGaSyrQetvwe17ENtCEejM6BRS2gkUKtAo9agkhB/V8I1NZWCpdnACyHuLwTuudZP3tzShPHZL6LqsbMrMJfm6BQ+uiqDqDAtZ+s7RaAkTAhDWAQZWRFA3kX3y7JMV68fh8uLo8fDyR4fHV1Ourq78DgdeHudWLuK0LkdtKrj0ElB9HIvSapSrGozDpUNyRWOVvYQ4e8lIajCDTQ2d4DUAUCquwmVLFNRfJwGjRoJsHnrMAS6aaoppcVkVeI9fydmVx2dUjj+iDQkJFQEsHYVEx+UOFe7B71WhQSYu8tR+13YDenow5QFznp3K7qeRro10UiRKciSClXQj7GjBDdGXLZ5aDRqZJUaY9tZgn4vjqgFGMLCQVKh66oGZxNdxjSMthRkSY3G14XUXIRLY0GdMA9JpQZJQl9/CG9Axhm/DJPBgCxJaOyl+J12nJYcwqITQFKh6W3D01JGj86GOWmWcuIN+pHqj+EJqgkmLkGvU66cqloK8bm66bXmY46wAqDubsTjqMFljCM8LhOQUAV6CTScwo0RZ9BKkadcCZgbT+L1ePDEzCXc3JeO1VmLp70RtzmZiJhk5fE+J66GItyacCxJBahUKmRArjuO2+cnmLiQMIOyHkG2V9DbZccXkUaENRaQUPfa6W4ux62NxJqU2/cfKYC37iTeoAp10vy+tGIJuaWE3p4u/NYcLBFKGpDkbMLZVotXbyMqIUN57X43vQ2FuNFhTJqNTq0GCQKNZ+l1u5Fj8wkP65s56azH6WjCZ04gKiZRebzXSXdDKR61iYjkfHpau8fvj2cKOXfwFW6u+5mSup2zFtXcuwFQix5rwgSRVCpMFismixUyZofeKOCD3g4S3B14nXbcXQ587XX4uluI9MnIAS+yx4nGWY+zUwNBCZsBwAV+DxqCGPGQFyhD16uCXoj3lKMKevF17kLrUYIqq78Fs8+OjaN422KUv4ugizhvNd2ygeazaWj6MncSPaXIwQDnVDmkq1S0FRmI9dWh83VQQQq+sHhkSUV4oIMEdzktWKkz5aPRaJAkmOU8hCeo5oRpFeFGHaAixXUWlbuTUn0BhohYJElFpLcRc3cljao4vFG5aDVqtEEPsR3H6Q4aaIxcjMWoQ1KpiGk/jqe3hxrzfCKjrIBEZG8t/vYamnSpmGIyUKtV6HxdGNoK/3979x4k11neefz79G26e0YjaTSa0c3WBRlYHGPjdbJs8MZGSUGgiNmA2UAChKQghKS2skttbS0bcmPZTbbYSirkRi4kBkwg4RJjalOADSg3cIJxwCDHV8m6jmZGc+mZnp6+nfPkj3NGareO5JHUmm5P/z5Vp1p9znt63vfR9HnmPec976HkgyyPXs9QfI/xpjPfZGm5zuTmm9k6HMVkuHyEpbnTnCnsYct4NDnHQH0On36cUmoTqa3Pp5BLk/KQ/NRDlOshC6M3MzI4wNzxEzwycR+L87PMDu1nbOsYbsbA8iS16aeZy2xhcHwfA+k0qaBKauoQC8009a3fw6ZCFizFwMwjlBbLlIZfwNhI9PdtYfkUC9MnKeXGGRm/hkzKSDfKBNOPUwrzpEafH8cUclPfplSpUR65nrHh6JifLx9lbmaSUn4X27btwAwytXlqU0+xYMPkx/ZFE6R5QHryOyxUA5a33sBofF9dbv5J5ufmWBzcw/jYVgCyy2eonDlKKT3C8Pge8pkUFtTwyX9hoZEi3PpCNhVzlI4cpvTi69k4srWTX6OzeqmzNALMJayfBTYnrO+oyb+/m+FKQD0c5m67g3fesotbrxsF4PodG6/2jxe5KDNjYzHLxmKWvWeH8Yy3lXotzSBkqRawWGuwWG1SrjWpNAK8HlBpBNQaIU83Ar5Wa7JQqWFhg6BRhUaV9PwRguoi9fxWctYkE1TZUjlMrjbNbGY7A/kNZLzJJptiQ2qEEkO47SbtDXJeZbfP0/SQieYYBQ9Je5OdQYGBMGSyniNl0YF/cyNkU2gsNUKWF6sA5MIq+UaNEKc0N0UqPks4WJ0h4w1qZ47QKEVPsd/cOM1Qc47ycoOFStTRK4RlRmvHcYrMVevR9DDAyPKjFHFmlwM8HiYyWj/BxmCR2sIUy9NRkhhqlhhvnGKeDSzOHwYg5U12VZ+gSYrjpdPU4j90x2tPkwuXOT5zmFou6uwMN8+wpTHNjG2mcnrb2TZtrx1hmRzN1DXU5/8RgB3VJ0l7g6NTj1LPnmvTeHOOKdtK7djo2Tbtrh2nTJG5iW+ebdO1y4/iOIdPf5dGS5u2B4ucSm2nMRC1aaBZYt9Km07uOtum3SttmniIZnubTlxDs6VN21badOxcm/bGbZo8tY9m/P90tk0n9tJsadP2lTblV9q0xP7asahNJ3YTDl7gj7jnsGqlTO3vfx8HJtPb8Zvfw0sympFMelA6C0NbYWgrudHreNZB2e7QqECjGs0O26xBY5kd9QpBo0Z9eYnK/AQzszMMWo4tBSNo1kmVJzg1eZKyFxndsgULm6Rqc8zNpCg3U2SHRhlMh1jYoBkM0WzUyWeNDAH5bMBACN4wClZjgy3i7hS9RM7rDFJmrHmSTJgi5QFDwQIDblxTfZx8sHJ8PEYmqLC8nCblpwDYGMyysT5JmjmWwnlSKSPrNbbVDrPRs9CokIuPr2NxBzColMgunOsADjZmKHCEevlQ3AFcYqx+jLIXmCwfIRvfP7yz+hjuIZROkh+IOlAjjVNsb5bIM47PRCfdhoISI/VTzDPE7My3yKRSmAfsrD1B042nzjxJJptmZ73OlskJxoMKR6d2kTq1Id5/lp31SabZxNLpbWfbtKN2mGXPcmLyn0nHbRqvPcX2sM7hU7vJ5KM2bWhOsb0xwwSj1E+OYmYMtLbp1LWk4jbtqD7Gdg954uR+LG7TcOMUY80SJxjHj0dtygcldqy06cROvKVN4248dfIbeDwXwOb6UcaCCkdtF34kalMhmGXbSpuObiNIGVmvs7P2VNSm43sJMmm21+vMTd7eF52lS2ZmPwP8DMD4+DgHDx687M+a8d0M5m/kvtSt3Lg1Tf7MYxw8+FiHavrcVi6Xryi269VzKS65eDnLgPZbJ8b3PuNt6E4z3E/gsCmEZuiEDqHDfPwaAnWHJXemgtexsFRlqJgHM0KHf246Sw0nm4KBtOFEnzNdcdI4W4tghBA0mS9XCMKQkeIA2ZQDIWF5hnq9CvlNDOZSGCGpWolqZYl6epANQ4OAkw2WqS9MUmWAwvAoaXMMOLRwA/UgYGlwN4NZwJ3i8gTN2iLl7DiFYrR/sTmPLU5QTm0gOxx1QlMecNx2UgtTLAw9j4EMmMPJ9C6C+jKz+WvJ5wsYUKydwSrTlDKbyQyNRTEPq5xgjGUfoJS/hkL88OEZNhM0G0wW9pHP5TBgQ22CVHWOucwY6eIIhlMIypwKt1CmSL24m6hf45TDHEEQcrLwbyhmo87KnG0mXV9gKruLTCG6gjcYzDOxtJl520RQ2IkRdZaWwhz1MM1k/gUMpKP9FxnEGhVO5/aSXUmc9TPk/DSz6VG8sA3DyYZVSmGeZQaYz+9n5TbOSpjFgwan8tcxkIt+0+ZTm8kxy5nMdihsOdum2aDAog2xXNhDbeDKjtud1Ml8sjh6gEcb2ym8+HVsOH2Cg6dPdKiWz33PpePmWlk/MckDe2E4yiVTEP2VmQei8yU845uw79w/51vXu2MeslReYGiwyOkwoBkGhGFIIR1tW/SQJ+pNmo2AoZyTNScMAr5VXaJca5LJ5RnKGo5Trs4xt1SjlhlmdCiLh065WeaRxRJLFNkwtIFsClJhg9OLEyw0UwTFMYaz8aiOygtYrNajKy7FHIaz2JihWp6nZBspbthE2oxMUGGqvJuFME9taCeDmWimsuXyFpbqIZMD+xgppnGcSm2CytIik+ltbB4ext0pNBc4uXSaeQZpFHcwkInyUKU8zFJgTBb2szFnNBpNmsFJ6tUKpzK7GI5HKJQaZ8jYNNNshqExMikjG1ZZsiEWgyxnivsYinNGI1WgXq9xLPc8NsZXiyqNUawyw2RqjPTgKGmDXLDEIkOUvMh8cQ+FuNcQkqbaDHk693w25qOVy/VNeLXEydR2CsXoGsdgMM8sG5lhmOXCLnJpwzwgIE2laRzLv5DhXFSneqpIs7bEicy1FAtRZ2mheYYp38y0jdDIbyObhmxYoxpmKIcDTOSfx1DWaGabzDxxhKcny1f6S5zI3P2qfPClMrNJ4B53f2fb+t8H3uDuF+0u3nLLLf7ggw9eWSXcOfg3f8Ptt99+ZZ+zzhw8eFAxSaC4nE8xSaa4JOtEXMzsm+5+S2dqFOlEPvnqV77Cyw8c6FCN1g99F86nmCRTXJIpLufrVEwulE966e7qQ0T3LbV7EfDImtRANwiKiEgHmCYvERFZF3rpaH4v8FIzO3th1sz2AC+Lt4mIiIiIiKyZXuos/THwNPA5M3utmd1BNDveceAPu1kxERERERHpPz3TWXL3JeAA8DjwMeDjwBHggLtfnTu2RERERERELqCnZsNz92PA67tdDxERERERkZ65siQiIiIiItJL1FkSERERERFJoM6SiIiIiIhIAnWWREREREREEpi7d7sOHWFm08DRDnzUKHCmA5+znigmyRSX8ykmyRSXZJ2Iy25339qJyqzoUD7R/3kyxeV8ikkyxSWZ4nK+TsUkMZ+sm85Sp5jZg+5+S7fr0UsUk2SKy/kUk2SKS7L1HJf13LYrobicTzFJprgkU1zOd7VjomF4IiIiIiIiCdRZEhERERERSaDO0vn+qNsV6EGKSTLF5XyKSTLFJdl6jst6btuVUFzOp5gkU1ySKS7nu6ox0T1LIiIiIiIiCXRlSUREREREJIE6SyIiIiIiIgn6vrNkZteY2afNrGRmC2b2WTO7ttv1WitmdqeZfcbMjprZspk9Zma/bmYb2sptNrM/MbMzZrZkZveb2Q3dqvdaM7MvmJmb2fvb1vddXMzs1Wb2t2ZWjr8zD5rZgZbt/RiTl5nZl8xsyswWzewhM/vptjJ5M/uAmU3E37Wvm9kPdKvOnWRmu8zsd+I2VeLvyp6EcquKgZmlzOw9Zva0mVXN7Ntm9vq1aMuVUD5RPlkN5ZNzlE/Op3zSe/mkrztLZlYEvgK8EPhJ4C3AdcBXzWywm3VbQ/8NCID/Cfww8AfAu4D7zCwFYGYGfD7e/p+B1wNZojjt6kal15KZvQm4MWF938XFzN4JfA74JvCjwBuATwHFeHs/xuTFwP1E7XwH8DrgG8CHzexdLUU/HG//ZeA1wATwRTO7aW1rfFXsB/4TMAf83UXKrTYG/wv4VeB3gVcBDwCfMrNXd7banaN8AiifPCvlk3OUT86nfAL0Yj5x975dgF8gOrDvb1m3F2gC7+52/dYoBlsT1r0VcOBA/P618fuXt5TZCMwCH+x2G65yfDYDp4E3xTF4f8u2vooLsAdYBv7LRcr0VUzi9v0foA4Mta3/OvD1+N83xnH5qZbtGeAx4N5ut6EDMUi1/PvtcVv3tJVZVQyAMaAG/Frb/l8GHu52Wy8SA+UT5ZNni4/yybm2KZ8kt1n5pAfzSV9fWQLuAB5w9ydXVrj7EeAfiL6k6567Tyes/kb8ujN+vQM45e5fbdmvRHTGZ73H6f8C33X3TyRs67e4/DQQAh+6SJl+iwlADmgQJf5WJc5dvb8jLvMXKxvdvQl8EnilmQ2sQT2vGncPV1FstTF4JVFM727b/27gBjPbe+U1viqUT5RPno3yyTnKJ8mUT3own/R7Z+l64LsJ6w8BL1rjuvSS2+LXf4lfLxana81saE1qtcbM7Fais6I/f4Ei/RaXW4FHgTea2VNm1jSzJ82sNT79FhOAu+LXD5rZDjPbZGbvAH4Q+K142/XAEXevtO17iOhAvn9Natpdq43B9URnAp9MKAe9e2xWPkmmfILySQLlk2R3xa/KJxe3pvmk3ztLI0RjItvNEl0u7ztmthN4H3C/uz8Yr75YnGAdxsrMcsAfAv/P3R+7QLF+i8sOonswPgD8BvAK4D7gd83sF+Iy/RYT3P27wO1EZzpPErX/94CfdfdPxsWeLS4jV7mavWC1MRgB5j0eK3GRcr1G+aSN8klE+SSR8kkC5ZNVW9N8krnk6sm6FZ+l+RzRGPuf6nJ1uu2/AwXgf3e7Ij0kBWwA3ubun43XfSWepeY9ZvbBblWsm8zsOuAzRGeqfpZo+MRrgQ+ZWdXdP97N+ol0g/LJMyifnE/5JIHySW/q987SHMlnJi7UY123zKxANA54H3Cbu59o2XyxOK1sXzcsmur3F4luLBxoG/87YGabgEX6LC7ADNGZwPva1n+JaLai7fRfTCC6IbcBvMbdG/G6L5vZFuC3zewTRO3enbDvSlxmE7atN6uNwRywycys7Wxgr8dK+SSmfHKO8skFKZ8kUz5ZnTXNJ/0+DO8Q0XjGdi8CHlnjunSNmWWBTwO3AK929++0FblYnI65e/kqV3Gt7QPyRDcAzrUsEE2NOwfcQP/F5dCzbA/pv5hA9Lvw7ZbEtuKfgC1Es/EcAvbG00u3ehHRzEft46nXo9XG4BAwADwvoRz07rFZ+QTlkwTKJ8mUT5Ipn6zOmuaTfu8s3Qu81Mz2rayILwG/LN627sXPvvg4cAD4j+7+QEKxe4GdZnZby37DwI+wPuP0LeDlCQtECe/lRF/EfovLX8Wvr2xb/8PACXc/Tf/FBKKpgG+K70to9e+AKtGZq88TPTfjDSsbzSwD/BjwJXevrVFdu2m1MfgC0ZnVn2jb/81EM4kdWYO6Xg7lE+WTJMonyZRPkimfrM7a5pO1mje9FxdgkOgg9R2iMaF3AN8GDtM2x/16XYgeGujA+4GXti274jIp4GvAceCNRAe3g0Rf2mu63YY1jFX7czH6Ki6AET10c4ZoLPUrgD+O4/K2foxJ3OY74xh8MT6OvILo4XcO/GZLuU8SnUV+O9HMRp8mSn43d7sNHYzDnS3HlHfF72+71BgQ3fBdBd5NdLPzHxCdaX5Nt9t5kfYrnyifXEqslE+UT5LionzivZdPuh6Qbi/AtUQ30y0QjRu+h7aHX63nBXg6/kVMWn61pdwI8KfxQapC9ECvG7td/zWO1TOSWz/GBRgmmplnkuhS98PAj/dzTOI2vypO4tPxceRbwM8B6ZYyBeA3ic4cVoF/BG7vdt07GIMLHUcOXmoMgDTwXuAo0bSvDwN3druNq4iB8onyyWpjpXyifHKhuCif9Fg+sfiDREREREREpEW/37MkIiIiIiKSSJ0lERERERGRBOosiYiIiIiIJFBnSUREREREJIE6SyIiIiIiIgnUWRIREREREUmgzpKIiIiIiEgCdZZEREREREQSqLMk0mFm9nYz8wssS2aWvsB+d7WUO9iy/m0t65+fsN9tLdt/6BLreo+ZzZnZwAW2b4jrfFf8/r0tP+vEpfwsERG5NMonIt2nzpJI570EWAL+fcLy/e4eXGTf03G5n0vYtgi8JWH9T8bbLsdHgE3Aay6w/U6gGJcD+LO4fn99mT9PRERWT/lEpMsy3a6AyDp0E3DI3R+4jH1rF9nvs8CbzeyX3d0BzKxAlIA+A7ztMn7e/wdmgLfGn9HurcAx4CCAu58ETprZ9GX8LBERuTTKJyJdpitLIh1kZga8GHj4Knz8x4DdwK0t636U6HuclJgwsxvN7N54aMSymf2Dmf2Hle3uXgc+AbzKzLa07XstcBvwsZVkKiIia0P5RKQ3qLMk0lnXAUPAITPLtC2JY8svwVHgb3nm0Im3An8FlNsLm9nNwNeAEeAdwOuJzvrdb2b/tqXoR4As8Ma2j3gzYMBHr7DeIiJy6ZRPRHqAOksinXVT/PpbQKNtebADn/9R4A1mljez7cAPceHk8wGiIQ8H3P3T7v7XRGcODwO/tFLI3R8EHiFKlK3eAjzg7o93oN4iInJplE9EeoA6SyKddRPgwMuA721b7uzA538KGAB+BPgJoht4v9xeKB57fltcPlw5G0l0Zu9+4AfadvkI8H0rsyOZ2fcBL+TcjbgiIrK2lE9EeoAmeBDprJcAh939a1fjw9190czuITpLtwf4uLuH0dD2ZxgB0kRn/H6pfSOAmaXcPYzf3g38OtHZwPfGrzXgLzrdBhERWRXlE5EeoM6SSGfdBFzOrEWX4qNEsw6lgDddoMw8EAK/xwWGVbQkNtz9lJndRzQ70vuAHwM+7+5znay4iIismvKJSA9QZ0mkQ8xsHNjG1Zm5qNV9wF8C8+5+KKmAuy+Z2d8BNwIPtSayi/gI8OdEZwRH0ZAJEZGuUD4R6R3qLIl0zkvi16aZvTRh+8PuXrnSHxI/hPBCZwBbvZtotqMvmtmHgQmipHUzkHb3/9FW/h5gAfivwBTwhSutq4iIXBblE5Eeoc6SSOeszFz0vnhp5UTjvq84ua2Wuz9kZt8L/ArwQWAjMA08BHwoofyymf0l8Hbgz929uVZ1FRGRZ1A+EekRpmeDifQGM7sLuB3YD3h8xq+nxA9JTAMfBn7Q3Xd1uUoiItJG+USkczR1uEhv2U30DI3zpm/tEb9IVL/2Z2iIiEhvUT4R6QBdWRLpEWa2h2gMOMCiuz/Wvdokix9cuDN+W3f3q33zsYiIXCLlE5HOUWdJREREREQkgYbhiYiIiIiIJFBnSUREREREJIE6SyIiIiIiIgnUWRIREREREUmgzpKIiIiIiEgCdZZEREREREQS/CtqSc2A1Gy0zgAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -169,18 +163,11 @@ "\n", "fig.tight_layout();" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -194,7 +181,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.7.3" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/OConnor_2015/OConnor_2015.ipynb b/models/OConnor_2015/OConnor_2015.ipynb index 82c739817..dd6a9d3c7 100644 --- a/models/OConnor_2015/OConnor_2015.ipynb +++ b/models/OConnor_2015/OConnor_2015.ipynb @@ -15,18 +15,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/snewpy/python/snewpy/models/__init__.py:7: FutureWarning: snewpy.models.OConnor_2015 is moved to snewpy.models.ccsn.OConnor_2015\n", - " warn(f\"{__name__}.{name} is moved to {__name__}.ccsn.{name}\", FutureWarning)\n" - ] - } - ], + "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", @@ -35,122 +26,76 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import OConnor_2015\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" + "from snewpy.models.ccsn import OConnor_2015\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { - "cell_type": "code", - "execution_count": 2, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `OConnor_2015` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(-0.05, 0.6),\n", - " xlabel=r'$t$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - " fig.tight_layout()\n", - " return fig" + "OConnor_2015.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 40 $M_\\odot$" + "We’ll initialise this progenitor. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/venv/site-packages/ipykernel_launcher.py:2: FutureWarning: Initializing this model with a filename is deprecated. Instead, use keyword arguments ['progenitor_mass']. See `OConnor_2015.param`, `OConnor_2015.param_combinations` for more info.\n", - " \n" - ] - } - ], + "outputs": [], "source": [ - "ifile = '../../models/OConnor_2015/M1_neutrinos.dat'\n", - "model = OConnor_2015(ifile, 'LS220')" + "model = OConnor_2015(progenitor_mass=40*u.solMass)\n", + "\n", + "model" ] }, { - "cell_type": "code", - "execution_count": 5, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**OConnor_2015 Model**: M1_neutrinos.dat\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $40$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "OConnor_2015 Model: M1_neutrinos.dat\n", - "Progenitor mass : 40.0 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `OConnor_2015` simulation didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "fig, ax = plt.subplots(1, figsize=(8, 6), tight_layout=False)\n", + "\n", + "for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + "ax.set(xlim=(0, 0.55),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + "ax.grid()\n", + "ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "ax.set(ylabel=r'luminosity [foe s$^{-1}$]');\n" ] }, { @@ -166,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -184,22 +129,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -222,18 +154,11 @@ "\n", "fig.tight_layout();" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -247,7 +172,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Sukhbold_2015/Sukhbold_2015.ipynb b/models/Sukhbold_2015/Sukhbold_2015.ipynb index 7aedc5025..e8bd65877 100644 --- a/models/Sukhbold_2015/Sukhbold_2015.ipynb +++ b/models/Sukhbold_2015/Sukhbold_2015.ipynb @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -28,335 +28,81 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Sukhbold_2015\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", + "from snewpy.models.ccsn import Sukhbold_2015\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", "\n", - " ax.set(xlim=(-0.05, 0.5),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=model.filename)\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - " fig.tight_layout()\n", - " return fig" + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## SFHo EOS: 9.6 $M_\\odot$" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "ifile = './sukhbold-SFHo-z9.6.fits'\n", - "model = Sukhbold_2015(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Sukhbold_2015 Model**: sukhbold-SFHo-z9.6.fits\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $9.6$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | SFHo|" - ], - "text/plain": [ - "Sukhbold_2015 Model: sukhbold-SFHo-z9.6.fits\n", - "Progenitor mass : 9.6 solMass\n", - "Eq. of state : SFHo" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plot_luminosity(model)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## LS220 EOS: 9.6 $M_\\odot$" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Sukhbold_2015` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = './sukhbold-LS220-z9.6.fits'\n", - "model = Sukhbold_2015(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Sukhbold_2015 Model**: sukhbold-LS220-z9.6.fits\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $9.6$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Sukhbold_2015 Model: sukhbold-LS220-z9.6.fits\n", - "Progenitor mass : 9.6 solMass\n", - "Eq. of state : LS220" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "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_luminosity(model)" + "Sukhbold_2015.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## SFHo EOS: 27.0 $M_\\odot$" + "We’ll initialise two of these progenitors. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = './sukhbold-SFHo-s27.0.fits'\n", - "model = Sukhbold_2015(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Sukhbold_2015 Model**: sukhbold-SFHo-s27.0.fits\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $27$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | SFHo|" - ], - "text/plain": [ - "Sukhbold_2015 Model: sukhbold-SFHo-s27.0.fits\n", - "Progenitor mass : 27.0 solMass\n", - "Eq. of state : SFHo" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "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_luminosity(model)" + "mls220 = Sukhbold_2015(progenitor_mass=27*u.solMass, eos='LS220')\n", + "msfho = Sukhbold_2015(progenitor_mass=27*u.solMass, eos='SFHo')\n", + "\n", + "mls220" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 27 $M_\\odot$" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Sukhbold_2015` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = './sukhbold-LS220-s27.0.fits'\n", - "model = Sukhbold_2015(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Sukhbold_2015 Model**: sukhbold-LS220-s27.0.fits\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $27$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Sukhbold_2015 Model: sukhbold-LS220-s27.0.fits\n", - "Progenitor mass : 27.0 solMass\n", - "Eq. of state : LS220" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1, figsize=(8,6))\n", - "for flavor in Flavor:\n", "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", "\n", - "ax.set(xlim=(-0.05, 0.5),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]')\n", - "ax.grid()\n", - "ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "for i, model in enumerate([mls220, msfho]):\n", + " ax = axes[i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(-0.05, 0.65),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", "\n", - "fig.tight_layout();" + "axes[0].set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { @@ -372,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -390,22 +136,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -428,18 +161,11 @@ "\n", "fig.tight_layout();" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -453,7 +179,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Tamborra_2014/Tamborra_2014.ipynb b/models/Tamborra_2014/Tamborra_2014.ipynb index 3ae4945c5..31166314e 100644 --- a/models/Tamborra_2014/Tamborra_2014.ipynb +++ b/models/Tamborra_2014/Tamborra_2014.ipynb @@ -15,18 +15,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/snewpy/python/snewpy/models/__init__.py:7: FutureWarning: snewpy.models.Tamborra_2014 is moved to snewpy.models.ccsn.Tamborra_2014\n", - " warn(f\"{__name__}.{name} is moved to {__name__}.ccsn.{name}\", FutureWarning)\n" - ] - } - ], + "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", @@ -35,200 +26,80 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Tamborra_2014\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(0.0, 0.35),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "from snewpy.models.ccsn import Tamborra_2014\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", "\n", - " fig.tight_layout()\n", - " return fig" + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 20.0 $M_\\odot$" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "//path/to/venv/site-packages/ipykernel_launcher.py:2: FutureWarning: Initializing this model with a filename is deprecated. Instead, use keyword arguments ['progenitor_mass']. See `Tamborra_2014.param`, `Tamborra_2014.param_combinations` for more info.\n", - " \n" - ] - } - ], - "source": [ - "ifile = '../../models/Tamborra_2014/s20.0c_3D_dir1'\n", - "model = Tamborra_2014(ifile, 'LS220')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Tamborra_2014 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $20$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "Tamborra_2014 Model\n", - "Progenitor mass : 20.0 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Tamborra_2014` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "Tamborra_2014.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 27.0 $M_\\odot$" + "We’ll initialise both of these progenitors. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/venv/site-packages/ipykernel_launcher.py:2: FutureWarning: Initializing this model with a filename is deprecated. Instead, use keyword arguments ['progenitor_mass']. See `Tamborra_2014.param`, `Tamborra_2014.param_combinations` for more info.\n", - " \n" - ] - } - ], + "outputs": [], "source": [ - "ifile = '../../models/Tamborra_2014/s27.0c_3D_dir1'\n", - "model = Tamborra_2014(ifile, 'LS220')" + "m20 = Tamborra_2014(progenitor_mass=20*u.solMass)\n", + "m27 = Tamborra_2014(progenitor_mass=27*u.solMass)\n", + "\n", + "m20" ] }, { - "cell_type": "code", - "execution_count": 8, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Tamborra_2014 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $27$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "Tamborra_2014 Model\n", - "Progenitor mass : 27.0 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Tamborra_2014` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", + "\n", + "for i, model in enumerate([m20, m27]):\n", + " ax = axes[i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(0.0, 0.35),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "\n", + "axes[0].set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { @@ -244,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -262,22 +133,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -296,15 +154,13 @@ " ax.legend(loc='upper right', ncol=2, fontsize=16)\n", "\n", "ax = axes[0]\n", - "ax.set(ylabel=r'flux [erg$^{-1}$ s$^{-1}$]')\n", - "\n", - "fig.tight_layout();" + "ax.set(ylabel=r'flux [erg$^{-1}$ s$^{-1}$]');" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -318,7 +174,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Walk_2018/Walk_2018.ipynb b/models/Walk_2018/Walk_2018.ipynb index 650c480ed..f349adc60 100644 --- a/models/Walk_2018/Walk_2018.ipynb +++ b/models/Walk_2018/Walk_2018.ipynb @@ -15,27 +15,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/snewpy/python/snewpy/models/__init__.py:7: FutureWarning: snewpy.models.Walk_2018 is moved to snewpy.models.ccsn.Walk_2018\n", - " warn(f\"{__name__}.{name} is moved to {__name__}.ccsn.{name}\", FutureWarning)\n" - ] - } - ], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", @@ -44,122 +26,76 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Walk_2018\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" + "from snewpy.models.ccsn import Walk_2018\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { - "cell_type": "code", - "execution_count": 3, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Walk_2018` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(0.0, 0.35),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass']))\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - " fig.tight_layout()\n", - " return fig" + "Walk_2018.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 15.0 $M_\\odot$" + "We’ll initialise this progenitor. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/venv/site-packages/ipykernel_launcher.py:2: FutureWarning: Initializing this model with a filename is deprecated. Instead, use keyword arguments ['progenitor_mass']. See `Walk_2018.param`, `Walk_2018.param_combinations` for more info.\n", - " \n" - ] - } - ], + "outputs": [], "source": [ - "ifile = '../../models/Walk_2018/s15.0c_3D_nonrot_dir1'\n", - "model = Walk_2018(ifile, 'LS220')" + "model = Walk_2018(progenitor_mass=15*u.solMass)\n", + "\n", + "model" ] }, { - "cell_type": "code", - "execution_count": 6, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Walk_2018 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $15$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "Walk_2018 Model\n", - "Progenitor mass : 15.0 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Sukhbold_2015` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "fig, ax = plt.subplots(1, figsize=(8, 6), tight_layout=False)\n", + "\n", + "for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + "ax.set(xlim=(0, 0.35),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + "ax.grid()\n", + "ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "ax.set(ylabel=r'luminosity [foe s$^{-1}$]');\n" ] }, { @@ -175,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -193,22 +129,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -235,7 +158,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -249,7 +172,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Walk_2019/Walk_2019.ipynb b/models/Walk_2019/Walk_2019.ipynb index abd267059..a1a6d331e 100644 --- a/models/Walk_2019/Walk_2019.ipynb +++ b/models/Walk_2019/Walk_2019.ipynb @@ -15,27 +15,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/snewpy/python/snewpy/models/__init__.py:7: FutureWarning: snewpy.models.Walk_2019 is moved to snewpy.models.ccsn.Walk_2019\n", - " warn(f\"{__name__}.{name} is moved to {__name__}.ccsn.{name}\", FutureWarning)\n" - ] - } - ], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", @@ -44,122 +26,76 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Walk_2019\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" + "from snewpy.models.ccsn import Walk_2019\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { - "cell_type": "code", - "execution_count": 3, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Walk_2019` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(0.0, 0.6),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass']))\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - " fig.tight_layout()\n", - " return fig" + "Walk_2019.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 40.0 $M_\\odot$" + "We’ll initialise this progenitor. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/venv/site-packages/ipykernel_launcher.py:2: FutureWarning: Initializing this model with a filename is deprecated. Instead, use keyword arguments ['progenitor_mass']. See `Walk_2019.param`, `Walk_2019.param_combinations` for more info.\n", - " \n" - ] - } - ], + "outputs": [], "source": [ - "ifile = '../../models/Walk_2019/s40.0c_3DBH_dir1'\n", - "model = Walk_2019(ifile, 'LS220')" + "model = Walk_2019(progenitor_mass=40*u.solMass)\n", + "\n", + "model" ] }, { - "cell_type": "code", - "execution_count": 6, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Walk_2019 Model**\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $40$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | LS220 |" - ], - "text/plain": [ - "Walk_2019 Model\n", - "Progenitor mass : 40.0 solMass\n", - "EOS : LS220" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Walk_2019` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "fig, axes = plt.subplots(1, 1, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", + "\n", + "for flavor in Flavor:\n", + " axes.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + "axes.set(xlim=(0, 0.6),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + "axes.grid()\n", + "axes.legend(loc='upper right', ncol=2, fontsize=18)\n", + "axes.set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { @@ -175,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -193,22 +129,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -235,7 +158,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3.9.5 ('snews')", "language": "python", "name": "python3" }, @@ -249,7 +172,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.9.5" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Warren_2020/Warren_2020.ipynb b/models/Warren_2020/Warren_2020.ipynb index 8625543c8..0b57582f5 100644 --- a/models/Warren_2020/Warren_2020.ipynb +++ b/models/Warren_2020/Warren_2020.ipynb @@ -10,14 +10,14 @@ "\n", "1D FLASH simulations with STIR, for alpha_lambda = 1.23, 1.25, and 1.27. Run with SFHo EOS, M1 with 12 energy groups.\n", "\n", - "For more information on these simulations, see Warren, Couch, O'Connor, & Morozova (arXiv:1912.03328) and Couch, Warren, & O'Connor (2020).\n", + "For more information on these simulations, see Warren, Couch, O'Connor, & Morozova ([arXiv:1912.03328](https://arxiv.org/abs/1912.03328)) and Couch, Warren, & O'Connor (2020).\n", "\n", "Includes the multi-messenger data from the STIR simulations. The filename indicates the turbulent mixing parameter a and progenitor mass m of the simulation. Columns are time [s], shock radius [cm], explosion energy [ergs], electron neutrino mean energy [MeV], electron neutrino rms energy [MeV], electron neutrino luminosity [10^51 ergs/s], electron antineutrino mean energy [MeV], electron antineutrino rms energy [MeV], electron antineutrino luminosity [10^51 ergs/s], x neutrino mean energy [MeV], x neutrino rms energy [MeV], x neutrino luminosity [10^51 ergs/s], gravitational wave frequency from eigenmode analysis of the protoneutron star structure [Hz]. Note that the x neutrino luminosity is for one neutrino flavor - to get the total mu/tau neutrino and antineutrino luminosities requires multiplying this number by 4." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -28,331 +28,108 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Warren_2020\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "mpl.rc('font', size=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(-0.05, 0.5),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=model.filename)\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "from snewpy.models.ccsn import Warren_2020\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", "\n", - " fig.tight_layout()\n", - " return fig" + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 10.0 $M_\\odot$, $a=1.23$" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Warren_2020` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Warren_2020/stir_a1.23/stir_multimessenger_a1.23_m10.0.h5'\n", - "model = Warren_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Warren_2020 Model**: stir_multimessenger_a1.23_m10.0.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $10$ $\\mathrm{M_{\\odot}}$|\n", - "|Turb. mixing param. | 1.23|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Warren_2020('stir_multimessenger_a1.23_m10.0.h5')" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plot_luminosity(model)" + "Warren_2020.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 25.0 $M_\\odot$, $a=1.23$" + "Quite a lot of choice there! Let’s use the `get_param_combinations` function to get a list of all valid combinations and filter it:" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Warren_2020/stir_a1.23/stir_multimessenger_a1.23_m25.0.h5'\n", - "model = Warren_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Warren_2020 Model**: stir_multimessenger_a1.23_m25.0.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $25$ $\\mathrm{M_{\\odot}}$|\n", - "|Turb. mixing param. | 1.23|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Warren_2020('stir_multimessenger_a1.23_m25.0.h5')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "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_luminosity(model)" + "# This will print a long tuple of combinations:\n", + "#Warren_2020.get_param_combinations()\n", + "\n", + "# To get a more manageable list, let’s filter it to show only the\n", + "# available progenitors with integer masses and mixing of 1.23:\n", + "filtered_models = list(params for params in Warren_2020.get_param_combinations()\n", + " if params['turbmixing_param'] == 1.23\n", + " and params['progenitor_mass'].value.is_integer()\n", + " and 10 <= params['progenitor_mass'].value <= 25)\n", + "print(\"Filtered list of progenitors:\\n\", *filtered_models, sep='\\n')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 10.0 $M_\\odot$, $a=1.27$" + "We’ll pick one of these progenitors and initialise it. If this is the first time you’re using this progenitor, snewpy will automatically download the required data file for you." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Warren_2020/stir_a1.27/stir_multimessenger_a1.27_m10.0.h5'\n", - "model = Warren_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Warren_2020 Model**: stir_multimessenger_a1.27_m10.0.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $10$ $\\mathrm{M_{\\odot}}$|\n", - "|Turb. mixing param. | 1.27|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Warren_2020('stir_multimessenger_a1.27_m10.0.h5')" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "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_luminosity(model)" + "m10 = Warren_2020(**filtered_models[0])\n", + "m25 = Warren_2020(**filtered_models[-1])\n", + "# This is equivalent to:\n", + "#m10 = Warren_2020(progenitor_mass=10*u.solMass, turbmixing_param=1.23)\n", + "#m25 = Warren_2020(progenitor_mass=25*u.solMass, turbmixing_param=1.23)\n", + "\n", + "m10" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## LS220 EOS: 25.0 $M_\\odot$, $a=1.27$" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Warren_2020` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.)" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "ifile = '../../models/Warren_2020/stir_a1.27/stir_multimessenger_a1.27_m25.0.h5'\n", - "model = Warren_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Warren_2020 Model**: stir_multimessenger_a1.27_m25.0.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $25$ $\\mathrm{M_{\\odot}}$|\n", - "|Turb. mixing param. | 1.27|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Warren_2020('stir_multimessenger_a1.27_m25.0.h5')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1, figsize=(8,6))\n", - "for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True, tight_layout=True)\n", "\n", - "ax.set(xlim=(-0.05, 0.5),\n", - " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]')\n", - "ax.grid()\n", - "ax.legend(loc='upper right', ncol=2, fontsize=18)\n", + "for i, model in enumerate([m10, m25]):\n", + " ax = axes[i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(-0.05, 0.65),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", "\n", - "fig.tight_layout();" + "axes[0].set(ylabel=r'luminosity [foe s$^{-1}$]');" ] }, { @@ -368,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -386,22 +163,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -424,158 +188,6 @@ "\n", "fig.tight_layout();" ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## LS220 EOS: 55.0 $M_\\odot$, $a=1.25$" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "ifile = '../../models/Warren_2020/stir_a1.25/stir_multimessenger_a1.25_m55.h5'\n", - "model = Warren_2020(ifile)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Warren_2020 Model**: stir_multimessenger_a1.25_m55.h5\n", - "\n", - "|Parameter|Value|\n", - "|:---------|:-----:|\n", - "|Progenitor mass | $55$ $\\mathrm{M_{\\odot}}$|\n", - "|Turb. mixing param. | 1.25|\n", - "|EOS | LS220|" - ], - "text/plain": [ - "Warren_2020('stir_multimessenger_a1.25_m55.h5')" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plot_luminosity(model)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$-1.5692023 \\; \\mathrm{s}$" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "t = model.time[1]\n", - "t" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{: ,\n", - " : ,\n", - " : ,\n", - " : }" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.get_initial_spectra(t, np.logspace(-2,2,51)*u.MeV)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -594,7 +206,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.7.3" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/models/Zha_2021/Zha_2021.ipynb b/models/Zha_2021/Zha_2021.ipynb index 6079b9975..5d8ef05cd 100644 --- a/models/Zha_2021/Zha_2021.ipynb +++ b/models/Zha_2021/Zha_2021.ipynb @@ -9,24 +9,15 @@ "Data from Zha et al. 2021, hadron-quark phase transition simulations of a variety of progenitors from Sukhbold et al. 2018 and the STOS EOS with B=145MeV.\n", " \n", "Reference: Zha et al. ApJ 911 74 2021\n", - "- doi:10.3847/1538-4357/abec4c\n", - "- arXiv:2103.02268" + "- [doi:10.3847/1538-4357/abec4c](https://doi.org/10.3847/1538-4357/abec4c)\n", + "- [arXiv:2103.02268](https://arxiv.org/abs/2103.02268)" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/path/to/snewpy/python/snewpy/models/__init__.py:7: FutureWarning: snewpy.models.Zha_2021 is moved to snewpy.models.ccsn.Zha_2021\n", - " warn(f\"{__name__}.{name} is moved to {__name__}.ccsn.{name}\", FutureWarning)\n" - ] - } - ], + "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", @@ -35,122 +26,81 @@ "from astropy import units as u \n", "\n", "from snewpy.neutrino import Flavor, MassHierarchy\n", - "from snewpy.models import Zha_2021\n", - "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence" + "from snewpy.models.ccsn import Zha_2021\n", + "from snewpy.flavor_transformation import NoTransformation, AdiabaticMSW, ThreeFlavorDecoherence\n", + "\n", + "mpl.rc('font', size=16)\n", + "%matplotlib inline" ] }, { - "cell_type": "code", - "execution_count": 2, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "mpl.rc('font', size=16)" + "## Initialize Models\n", + "\n", + "To start, let’s see what progenitors are available for the `Zha_2021` model. We can use the `param` property to view all physics parameters and their possible values:" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "def plot_luminosity(model):\n", - " fig, ax = plt.subplots(1, figsize=(8,6))\n", - " for flavor in Flavor:\n", - "\n", - " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", - " label=flavor.to_tex(),\n", - " color = 'C0' if flavor.is_electron else 'C1',\n", - " ls = '-' if flavor.is_neutrino else ':',\n", - " lw = 2 )\n", - "\n", - " ax.set(xlim=(0.65, 0.85),ylim=(0,100),\n", - " xlabel=r'$t$ [s]',\n", - " ylabel=r'luminosity [foe s$^{-1}$]',\n", - " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass']))\n", - " ax.grid()\n", - " ax.legend(loc='upper right', ncol=2, fontsize=18)\n", - "\n", - " fig.tight_layout()\n", - " return fig" + "Zha_2021.param" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## s17 $M_\\odot$" + "We’ll initialise two of these progenitors. If this is the first time you’re using a progenitor, snewpy will automatically download the required data files for you." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/sgris/Code/venvs/snews/lib/python3.7/site-packages/ipykernel_launcher.py:2: FutureWarning: Initializing this model with a filename is deprecated. Instead, use keyword arguments ['progenitor_mass']. See `Zha_2021.param`, `Zha_2021.param_combinations` for more info.\n", - " \n" - ] - } - ], + "outputs": [], "source": [ - "ifile = '../../models/Zha_2021/s17.dat'\n", - "model = Zha_2021(ifile)" + "m19 = Zha_2021(progenitor_mass=19*u.solMass)\n", + "m19_89 = Zha_2021(progenitor_mass=19.89*u.solMass)\n", + "\n", + "m19" ] }, { - "cell_type": "code", - "execution_count": 5, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "**Zha_2021 Model**: s17.dat\n", - "\n", - "|Parameter|Value|\n", - "|:--------|:----:|\n", - "|Progenitor mass | $17$ $\\mathrm{M_{\\odot}}$|\n", - "|EOS | STOS_B145 |" - ], - "text/plain": [ - "Zha_2021 Model: s17.dat\n", - "Progenitor mass : 17.0 solMass\n", - "EOS : STOS_B145" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "model" + "Finally, let’s plot the luminosity of different neutrino flavors for this model. (Note that the `Zha_2021` simulations didn’t distinguish between $\\nu_x$ and $\\bar{\\nu}_x$, so both have the same luminosity.) We’ll also add zoomed-in plots to see the phase transition better." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "fig = plot_luminosity(model)" + "fig, axes = plt.subplots(2, 2, figsize=(12, 10), tight_layout=True)\n", + "\n", + "for i, model in enumerate([m19, m19_89]):\n", + " for j in range(2):\n", + " ax = axes[j, i]\n", + " for flavor in Flavor:\n", + " ax.plot(model.time, model.luminosity[flavor]/1e51, # Report luminosity in units foe/s\n", + " label=flavor.to_tex(),\n", + " color='C0' if flavor.is_electron else 'C1',\n", + " ls='-' if flavor.is_neutrino else ':',\n", + " lw=2)\n", + " ax.set(xlim=(-0.05, 0.9) if j==0 else (0.605, 0.665),\n", + " ylim=(0, 600) if j==0 else (0, 125),\n", + " xlabel=r'$t-t_{\\rm bounce}$ [s]',\n", + " ylabel=r'luminosity [foe s$^{-1}$]',\n", + " title=r'{}: {} $M_\\odot$'.format(model.metadata['EOS'], model.metadata['Progenitor mass'].value))\n", + " ax.grid()\n", + " ax.legend(loc='upper right', ncol=2, fontsize=18)" ] }, { @@ -166,7 +116,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -184,22 +134,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, axes = plt.subplots(1,2, figsize=(12,5), sharex=True, sharey=True, tight_layout=True)\n", "\n", @@ -241,6 +178,11 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" + }, + "vscode": { + "interpreter": { + "hash": "e2528887d751495e023d57d695389d9a04f4c4d2e5866aaf6dc03a1ed45c573e" + } } }, "nbformat": 4, diff --git a/python/snewpy/_model_downloader.py b/python/snewpy/_model_downloader.py index d12ce07b0..a092031ed 100644 --- a/python/snewpy/_model_downloader.py +++ b/python/snewpy/_model_downloader.py @@ -102,10 +102,6 @@ def load(self) -> Path: self.check() return self.path - def open(self, flags='r'): - """ Load and open the local file, return the file object""" - return open(self.load(), flags) - def from_zenodo(zenodo_id:str, model:str, filename:str, path:str=model_path): """Access files on Zenodo. @@ -162,7 +158,7 @@ def from_github(release_version:str, model:str, filename:str, path:str=model_pat remote = github_url) -def get_model_data(model:str, filename:str, path:str=model_path): +def get_model_data(model: str, filename: str, path: str = model_path) -> Path: """Access model data. Configuration for each model is in a YAML file distributed with SNEWPY. @@ -174,10 +170,10 @@ def get_model_data(model:str, filename:str, path:str=model_path): Returns ------- - file : FileHandle object. + Path of downloaded file. """ if os.path.isabs(filename): - return FileHandle(path=Path(filename)) + return Path(filename) params = { 'model':model, 'filename':filename, 'path':path } @@ -193,12 +189,13 @@ def get_model_data(model:str, filename:str, path:str=model_path): if repo == 'github': params['release_version'] = modconf['release_version'] - return from_github(**params) + fh = from_github(**params) elif repo == 'zenodo': params['zenodo_id'] = modconf['zenodo_id'] - return from_zenodo(**params) + fh = from_zenodo(**params) else: raise ValueError(f'Repository {repo} not recognized') + return fh.load() else: raise KeyError(f'No configuration for {model}') diff --git a/python/snewpy/models/__init__.py b/python/snewpy/models/__init__.py index e29e63e2c..429be355a 100644 --- a/python/snewpy/models/__init__.py +++ b/python/snewpy/models/__init__.py @@ -1,9 +1,69 @@ - -from . import base, ccsn ,presn +import logging from warnings import warn +from snewpy import get_models, model_path +from . import ccsn, presn + + def __getattr__(name): if name in dir(ccsn): warn(f"{__name__}.{name} is moved to {__name__}.ccsn.{name}", FutureWarning) return getattr(ccsn, name) raise AttributeError(f"module {__name__} has no attribute {name}") + + +def _init_model(model_name, download=True, download_dir=model_path, **user_param): + """Attempts to retrieve instantiated SNEWPY model using model class name and model parameters. + If a model name is valid, but is not found and `download`=True, this function will attempt to download the model + + Parameters + ---------- + model_name : str + Name of SNEWPY model to import, must exactly match the name of the corresponding model class + download : bool + Switch for attempting to download model data if the first load attempt failed due to a missing file. + download_dir : str + Local directory to download model files to. + user_param : varies + User-requested model parameters used to initialize the model, if one is found. + Error checking is performed during model initialization + + Raises + ------ + ValueError + If the requested model_name does not match any SNEWPY models + + See Also + -------- + snewpy.models.ccsn + snewpy.models.presn + + Example + ------- + >>> from snewpy.models import _init_model; import astropy.units as u + >>> _init_model('Nakazato_2013', progenitor_mass=13*u.Msun, metallicity=0.004, revival_time=0*u.s, eos='shen') + Nakazato_2013 Model: nakazato-shen-BH-z0.004-s30.0.fits + Progenitor mass : 30.0 solMass + EOS : Shen + Metallicity : 0.004 + Revival time : 0.0 ms + + :meta private: + """ + if model_name in dir(ccsn): + module = ccsn + elif model_name in dir(presn): + module = presn + else: + raise ValueError(f"Unable to find model with name '{model_name}' in snewpy.models.ccsn or snewpy.models.presn") + + try: + return getattr(module, model_name)(**user_param) + except FileNotFoundError as e: + logger = logging.getLogger() + logger.warning(f"Unable to find model {model_name} in {download_dir}") + if not download: + raise e + logger.warning(f"Attempting to download model...") + get_models(model_name, download_dir) + return getattr(module, model_name)(**user_param) diff --git a/python/snewpy/models/base.py b/python/snewpy/models/base.py index 8dac2a2fd..b0e7df141 100644 --- a/python/snewpy/models/base.py +++ b/python/snewpy/models/base.py @@ -1,3 +1,4 @@ +import itertools as it import os from abc import ABC, abstractmethod from warnings import warn @@ -5,6 +6,7 @@ import numpy as np from astropy import units as u from astropy.table import Table, join +from astropy.units import UnitTypeError, get_physical_type from astropy.units.quantity import Quantity from scipy.special import loggamma from snewpy import _model_downloader @@ -353,10 +355,9 @@ def __init__(self, filename, eos='LS220', metadata={}): # Open the requested filename using the model downloader. datafile = _model_downloader.get_model_data(self.__class__.__name__, _filename) - with datafile.open(): - simtab = Table.read(datafile.path, - names=['TIME', _lname, _ename, _e2name], - format='ascii') + simtab = Table.read(datafile, + names=['TIME', _lname, _ename, _e2name], + format='ascii') simtab['TIME'].unit = 's' simtab[_lname].unit = '1e51 erg/s' simtab[_aname] = (2*simtab[_ename]**2 - simtab[_e2name]) / (simtab[_e2name] - simtab[_ename]**2) @@ -374,3 +375,93 @@ def __init__(self, filename, eos='LS220', metadata={}): super().__init__(simtab, metadata) +class _RegistryModel(ABC): + """Base class for supernova model classes that initialise from physics parameters.""" + + _param_validator = None + + @classmethod + def get_param_combinations(cls): + """Returns all valid combinations of parameters for a given SNEWPY register model. + + Subclasses can provide a Callable `cls._param_validator` that takes a combination of parameters + as an argument and returns True if a particular combinations of parameters is valid. + If None is provided, all combinations are considered valid. + + Returns + ------- + valid_combinations: tuple[dict] + A tuple of all valid parameter combinations stored as Dictionaries + """ + for key, val in cls.param.items(): + if not isinstance(val, (list, Quantity)): + cls.param[key] = [val] + elif isinstance(val, Quantity) and val.size == 1: + try: + # check if val.value is iterable, e.g. a list or a NumPy array + iter(val.value) + except: + cls.param[key] = [val.value] * val.unit + combos = tuple(dict(zip(cls.param, combo)) for combo in it.product(*cls.param.values())) + return tuple(c for c in filter(cls._param_validator, combos)) + + def check_valid_params(cls, **user_params): + """Checks that the model-specific values, units, names and conbinations of requested parameters are valid. + + Parameters + ---------- + user_params : varies + User-requested model parameters to be tested for validity. + NOTE: This must be provided as kwargs that match the keys of cls.param + + Raises + ------ + ValueError + If invalid model parameters are provided based on units, allowed values, etc. + UnitTypeError + If invalid units are provided for a model parameter + + See Also + -------- + snewpy.models.ccsn + snewpy.models.presn + """ + # Check that the appropriate number of params are provided + if not all(key in user_params for key in cls.param.keys()): + raise ValueError(f"Missing parameter! Expected {cls.param.keys()} but was given {user_params.keys()}") + + # Check parameter units and values + for (key, allowed_params), user_param in zip(cls.param.items(), user_params.values()): + + # If both have units, check that the user param value is valid. If valid, continue. Else, error + if type(user_param) == Quantity and type(allowed_params) == Quantity: + if get_physical_type(user_param.unit) != get_physical_type(allowed_params.unit): + raise UnitTypeError(f"Incorrect units {user_param.unit} provided for parameter {key}, " + f"expected {allowed_params.unit}") + + elif np.isin(user_param.to(allowed_params.unit).value, allowed_params.value): + continue + else: + raise ValueError(f"Invalid value '{user_param}' provided for parameter {key}, " + f"allowed value(s): {allowed_params}") + + # If one only one has units, then error + elif (type(user_param) == Quantity) ^ (type(allowed_params) == Quantity): + # User param has units, model param is unitless + if type(user_param) == Quantity: + raise ValueError(f"Invalid units {user_param.unit} for parameter {key} provided, expected None") + else: + raise ValueError(f"Missing units for parameter {key}, expected {allowed_params.unit}") + + # Check that unitless user param value is valid. If valid, continue. Else, Error + elif user_param in allowed_params: + continue + else: + raise ValueError(f"Invalid value '{user_param}' provided for parameter {key}, " + f"allowed value(s): {allowed_params}") + + # Check Combinations (Logic lives inside model subclasses under model.isvalid_param_combo) + if user_params not in cls.get_param_combinations(): + raise ValueError( + f"Invalid parameter combination. See {cls.__class__.__name__}.get_param_combinations() for a " + "list of allowed parameter combinations.") diff --git a/python/snewpy/models/ccsn.py b/python/snewpy/models/ccsn.py index 1d37b3e61..8eed2f6dd 100644 --- a/python/snewpy/models/ccsn.py +++ b/python/snewpy/models/ccsn.py @@ -3,8 +3,26 @@ The submodule ``snewpy.models.ccsn`` contains models of core-collapse supernovae derived from the :class:`SupernovaModel` base class. -You can :ref:`download neutrino fluxes for each of these models ` -using ``snewpy.get_models("")``. +Since SNEWPY v1.3, the prefered method is to initialise a model based on its physics parameters. +Initialisation from a file name is deprecated. + +Use the ``param`` class property to view all physics parameters and their possible values: + +>>> from snewpy.models.ccsn import Nakazato_2013 +>>> Nakazato_2013.param +{'progenitor_mass': , + 'revival_time': , + 'metallicity': [0.02, 0.004], + 'eos': ['LS220', 'shen', 'togashi']} + +For some models, not all combinations of parameters are valid. Use the ``get_param_combinations()`` +class method to get a list of all valid combinations and filter it: + +>>> list(params for params in Nakazato_2013.get_param_combinations() if params['eos'] != 'shen') +[{'progenitor_mass': , 'revival_time': , + 'metallicity': 0.004, 'eos': 'LS220'}, + {'progenitor_mass': , 'revival_time': , + 'metallicity': 0.004, 'eos': 'togashi'}] .. _Garching Supernova Archive: https://wwwmpa.mpa-garching.mpg.de/ccsnarchive/ """ @@ -18,8 +36,7 @@ from astropy.table import Table from snewpy.models import loaders -from .base import PinchedModel -from .util import check_valid_params, get_param_combinations +from .base import PinchedModel, _RegistryModel from warnings import warn from functools import wraps @@ -36,21 +53,23 @@ def decorator(cls, *args, **kwargs): if filename is not None: msg = ''.join(['Initializing this model with a filename is deprecated. ', f'Instead, use keyword arguments {list(cls.param.keys())}. ', - f'See `{cls.__name__}.param`, `{cls.__name__}.param_combinations` for more info.']) + f'See `{cls.__name__}.param`, `{cls.__name__}.get_param_combinations()` for more info.']) warn(FutureWarning(msg), stacklevel=2) return func(cls, *args, **kwargs) return decorator -class _RegistryModel(): - """TODO: empty base class for now?""" - pass - class Analytic3Species(PinchedModel): """An analytical model calculating spectra given total luminosity, average energy, and rms or pinch, for each species. """ + param = "There are no input files available for this class. Use `doc/scripts/Analytic.py` in the SNEWPY GitHub repo to create a custom input file." + + def get_param_combinations(cls): + print(cls.param) + return [] + def __init__(self, filename): """ Parameters @@ -74,11 +93,10 @@ class Nakazato_2013(_RegistryModel): 'metallicity': [0.02, 0.004], 'eos': ['LS220', 'shen', 'togashi']} - _isvalid_combo = lambda p: (p['revival_time'] == 0 * u.ms and p['progenitor_mass'] == 30 * u.Msun and - p['metallicity'] == 0.004) or \ - (p['revival_time'] != 0 * u.ms and p['eos'] == 'shen' and - not (p['progenitor_mass'] == 30 * u.Msun and p['metallicity'] == 0.004)) - param_combinations = get_param_combinations(param, _isvalid_combo) + _param_validator = lambda p: (p['revival_time'] == 0 * u.ms and p['progenitor_mass'] == 30 * u.Msun + and p['metallicity'] == 0.004) or \ + (p['revival_time'] != 0 * u.ms and p['eos'] == 'shen' + and not (p['progenitor_mass'] == 30 * u.Msun and p['metallicity'] == 0.004)) @_warn_deprecated_filename_argument def __new__(cls, filename=None, *, progenitor_mass=None, revival_time=None, metallicity=None, eos=None): @@ -87,7 +105,7 @@ def __new__(cls, filename=None, *, progenitor_mass=None, revival_time=None, meta Parameters ---------- filename : str - Absolute or relative path to FITS file with model data. This argument will be deprecated. + Absolute or relative path to FITS file with model data. This argument is deprecated. Other Parameters ---------------- @@ -109,10 +127,10 @@ def __new__(cls, filename=None, *, progenitor_mass=None, revival_time=None, meta Examples -------- >>> from snewpy.models.ccsn import Nakazato_2013; import astropy.units as u - >>> Nakazato_2013(progenitor_mass=13*u.Msun, metallicity=0.004, revival_time=0*u.s, eos='togashi') + >>> Nakazato_2013(progenitor_mass=30*u.Msun, metallicity=0.004, revival_time=0*u.s, eos='togashi') Nakazato_2013 Model: nakazato-togashi-BH-z0.004-s30.0.fits Progenitor mass : 30.0 solMass - EOS : Togashi + EOS : togashi Metallicity : 0.004 Revival time : 0.0 ms """ @@ -136,7 +154,7 @@ def __new__(cls, filename=None, *, progenitor_mass=None, revival_time=None, meta # Load from model parameters user_params = dict(zip(cls.param.keys(), (progenitor_mass, revival_time, metallicity, eos))) - check_valid_params(cls, **user_params) + cls.check_valid_params(cls, **user_params) # Store model metadata. metadata = { @@ -167,8 +185,6 @@ class Sukhbold_2015(_RegistryModel): param = {'progenitor_mass': [27., 9.6] * u.Msun, 'eos': ['LS220', 'SFHo']} - param_combinations = get_param_combinations(param) - @_warn_deprecated_filename_argument def __new__(cls, filename=None, *, progenitor_mass=None, eos=None): """Model Initialization @@ -176,7 +192,7 @@ def __new__(cls, filename=None, *, progenitor_mass=None, eos=None): Parameters ---------- filename : str - Absolute or relative path to FITS file with model data. This argument will be deprecated. + Absolute or relative path to FITS file with model data. This argument is deprecated. Other Parameters ---------------- @@ -200,7 +216,7 @@ def __new__(cls, filename=None, *, progenitor_mass=None, eos=None): return loaders.Sukhbold_2015(os.path.abspath(filename), metadata) user_params = dict(zip(cls.param.keys(), (progenitor_mass, eos))) - check_valid_params(cls, **user_params) + cls.check_valid_params(cls, **user_params) if progenitor_mass.value == 9.6: filename = f'sukhbold-{eos}-z{progenitor_mass.value:3.1f}.fits' @@ -223,7 +239,6 @@ class Tamborra_2014(_RegistryModel): """ param = {'progenitor_mass': [20., 27.] * u.Msun} - param_combinations = get_param_combinations(param) @_warn_deprecated_filename_argument def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): @@ -231,7 +246,7 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): # Metadata creation is implemented in snewpy.models.base._GarchingArchiveModel return loaders.Tamborra_2014(os.path.abspath(filename)) - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) filename = f's{progenitor_mass.value:3.1f}c_3D_dir1' metadata = { @@ -248,18 +263,17 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): class Bollig_2016(_RegistryModel): """Model based on simulations from `Bollig et al. (2016) `_. - Models were taken, with permission, from the Garching Supernova Archive. + Models were taken, with permission, from the `Garching Supernova Archive`_. """ param = {'progenitor_mass': [11.2, 27.] * u.Msun} - param_combinations = get_param_combinations(param) def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): if filename is not None: # Metadata creation is implemented in snewpy.models.base._GarchingArchiveModel return loaders.Bollig_2016(os.path.abspath(filename)) - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) filename = f's{progenitor_mass.value:3.1f}c' metadata = { @@ -280,7 +294,6 @@ class Walk_2018(_RegistryModel): """ param = {'progenitor_mass': 15. * u.Msun} - param_combinations = get_param_combinations(param) @_warn_deprecated_filename_argument def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): @@ -288,7 +301,7 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): # Metadata creation is implemented in snewpy.models.base._GarchingArchiveModel return loaders.Walk_2018(os.path.abspath(filename)) - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) filename = f's{progenitor_mass.value:3.1f}c_3D_nonrot_dir1' metadata = { @@ -309,7 +322,6 @@ class Walk_2019(_RegistryModel): """ param = {'progenitor_mass': 40 * u.Msun} - param_combinations = get_param_combinations(param) @_warn_deprecated_filename_argument def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): @@ -317,7 +329,7 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): # Metadata creation is implemented in snewpy.models.base._GarchingArchiveModel return loaders.Walk_2019(os.path.abspath(filename)) - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) filename = f's{progenitor_mass.value:3.1f}c_3DBH_dir1' metadata = { @@ -331,7 +343,7 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): __new__.__doc__ = loaders.Walk_2019.__init__.__doc__.format(**param) -class OConnor_2013(PinchedModel): +class OConnor_2013(_RegistryModel): """Model based on the black hole formation simulation in `O'Connor & Ott (2013) `_. """ @@ -339,7 +351,6 @@ class OConnor_2013(PinchedModel): list(range(35, 61, 5)) + [70, 80, 100, 120]) * u.Msun, 'eos': ['HShen', 'LS220']} - param_combinations = get_param_combinations(param) _param_abbrv = {'progenitor_mass': '[12..33, 35..5..60, 70, 80, 100, 120] solMass', 'eos': ['HShen', 'LS220']} @@ -351,10 +362,9 @@ def __new__(cls, base=None, mass=None, eos='LS220', *, progenitor_mass=None): Parameters ---------- base : str - Absolute or relative path folder with model data. This argument will be deprecated. - TODO: (For v2.0) Change base to filename, move compressed model files to OCOnnor_2013 model folder + Absolute or relative path folder with model data. This argument is deprecated. mass: int - Mass of model progenitor in units Msun. This argument will be deprecated. + Mass of model progenitor in units Msun. This argument is deprecated. eos: str Equation of state. Valid values are {eos}. @@ -371,9 +381,10 @@ def __new__(cls, base=None, mass=None, eos='LS220', *, progenitor_mass=None): If a combination of parameters is invalid when loading from parameters """ + # TODO: (For v2.0) Change `base` to filename, move compressed model files to OConnor_2013 model folder if mass is not None: - warn(f'Argument `mass` of type int will be deprecated. To initialize this model, use keyword arguments ' - f'{list(cls.param.keys())}. See {cls.__name__}.param, {cls.__name__}.param_combinations for more info', + warn(f'Argument `mass` of type int is deprecated. To initialize this model, use keyword arguments ' + f'{list(cls.param.keys())}. See {cls.__name__}.param, {cls.__name__}.get_param_combinations() for more info', category=DeprecationWarning, stacklevel=2) else: mass = 15 # Default Value, this is handled this way for backwards compatibility -- TODO (For V2.0) Remove @@ -390,7 +401,7 @@ def __new__(cls, base=None, mass=None, eos='LS220', *, progenitor_mass=None): return loaders.OConnor_2013(os.path.abspath(filename), metadata) # Load from Parameters - check_valid_params(cls, progenitor_mass=progenitor_mass, eos=eos) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass, eos=eos) filename = f'{eos}_timeseries.tar.gz' metadata = { @@ -401,7 +412,7 @@ def __new__(cls, base=None, mass=None, eos='LS220', *, progenitor_mass=None): return loaders.OConnor_2013(filename=filename, metadata=metadata) # Populate Docstring with param values - # __new__.__doc__ = __new__.__doc__.format(**_param_abbrv) + __new__.__doc__ = __new__.__doc__.format(**_param_abbrv) class OConnor_2015(_RegistryModel): @@ -409,7 +420,6 @@ class OConnor_2015(_RegistryModel): """ param = {'progenitor_mass': 40 * u.Msun} - param_combinations = get_param_combinations(param) @_warn_deprecated_filename_argument def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): @@ -418,9 +428,9 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): Parameters ---------- filename : str - Absolute or relative path to tar.gz file with model data. This argument will be deprecated. + Absolute or relative path to tar.gz file with model data. This argument is deprecated. eos: str - Equation of state. Valid value is 'LS220'. This argument will be deprecated. + Equation of state. Valid value is 'LS220'. This argument is deprecated. Other Parameters ---------------- @@ -443,7 +453,7 @@ def __new__(cls, filename=None, eos='LS220', *, progenitor_mass=None): return loaders.OConnor_2015(os.path.abspath(filename), metadata) # Load from Parameters - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) # Filename is currently the same regardless of parameters filename = 'M1_neutrinos.dat' @@ -458,7 +468,6 @@ class Zha_2021(_RegistryModel): """ param = {'progenitor_mass': (list(range(16, 27)) + [19.89, 22.39, 30, 33]) * u.Msun} - param_combinations = get_param_combinations(param) _param_abbrv = {'progenitor_mass': '[16..26, 19.89, 22.39, 30, 33] solMass'} @@ -469,9 +478,9 @@ def __new__(cls, filename=None, eos='ST0S_B145', *, progenitor_mass=None): Parameters ---------- filename : str - Absolute or relative path to file with model data. This argument will be deprecated. + Absolute or relative path to file with model data. This argument is deprecated. eos : str - Equation of state. Valid value is 'ST0S_B145'. This argument will be deprecated. + Equation of state. Valid value is 'ST0S_B145'. This argument is deprecated. Other Parameters ---------------- @@ -491,7 +500,7 @@ def __new__(cls, filename=None, eos='ST0S_B145', *, progenitor_mass=None): return loaders.Zha_2021(os.path.abspath(filename), metadata) # Load from Parameters - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) metadata = { 'Progenitor mass': progenitor_mass, @@ -519,7 +528,6 @@ class Warren_2020(_RegistryModel): np.linspace(60, 80, 3), np.linspace(100, 120, 2))) * u.Msun, 'turbmixing_param': [1.23, 1.25, 1.27]} - param_combinations = get_param_combinations(param) _param_abbrv = {'progenitor_mass': '[9..0.25..13, 13..0.1..30, 31..35, 35..5..60, 70..10..90, 100, 120] solMass', 'turbmixing_param': [1.23, 1.25, 1.27]} @@ -531,9 +539,9 @@ def __new__(cls, filename=None, eos='SFHo', *, progenitor_mass=None, turbmixing_ Parameters ---------- filename : str - Absolute or relative path to file with model data. This argument will be deprecated. + Absolute or relative path to file with model data. This argument is deprecated. eos : str - Equation of state. Valid value is 'SFHo'. This argument will be deprecated. + Equation of state. Valid value is 'SFHo'. This argument is deprecated. Other Parameters ---------------- @@ -559,7 +567,7 @@ def __new__(cls, filename=None, eos='SFHo', *, progenitor_mass=None, turbmixing_ # Load from Parameters user_params = dict(zip(cls.param.keys(), (progenitor_mass, turbmixing_param))) - check_valid_params(cls, **user_params) + cls.check_valid_params(cls, **user_params) if progenitor_mass.value.is_integer() and progenitor_mass.value <= 30.: fname = os.path.join(f'stir_a{turbmixing_param:3.2f}', @@ -586,9 +594,8 @@ class Kuroda_2020(_RegistryModel): param = {'rotational_velocity': [0, 1] * u.rad / u.s, 'magnetic_field_exponent': [0, 12, 13]} - _isvalid_combo = lambda p: (p['rotational_velocity'].value == 1 and p['magnetic_field_exponent'] in (12, 13)) or \ + _param_validator = lambda p: (p['rotational_velocity'].value == 1 and p['magnetic_field_exponent'] in (12, 13)) or \ (p['rotational_velocity'].value == 0 and p['magnetic_field_exponent'] == 0) - param_combinations = get_param_combinations(param, _isvalid_combo) @_warn_deprecated_filename_argument def __new__(cls, filename=None, eos='LS220', mass=20*u.Msun, *, rotational_velocity=None, @@ -597,11 +604,11 @@ def __new__(cls, filename=None, eos='LS220', mass=20*u.Msun, *, rotational_veloc Parameters ---------- filename : str - Absolute or relative path to file with model data. This argument will be deprecated. + Absolute or relative path to file with model data. This argument is deprecated. eos : str - Equation of state. Valid value is 'LS220'. This argument will be deprecated. + Equation of state. Valid value is 'LS220'. This argument is deprecated. mass: astropy.units.Quantity - Mass of model progenitor in units Msun. Valid value is 20 * u.Msun. This argument will be deprecated. + Mass of model progenitor in units Msun. Valid value is 20 * u.Msun. This argument is deprecated. Other Parameters ---------------- @@ -629,8 +636,8 @@ def __new__(cls, filename=None, eos='LS220', mass=20*u.Msun, *, rotational_veloc return loaders.Kuroda_2020(os.path.abspath(filename), metadata) # Load from Parameters - check_valid_params(cls, rotational_velocity=rotational_velocity, - magnetic_field_exponent=magnetic_field_exponent) + cls.check_valid_params(cls, rotational_velocity=rotational_velocity, + magnetic_field_exponent=magnetic_field_exponent) filename = f'LnuR{int(rotational_velocity.value):1d}0B{int(magnetic_field_exponent):02d}.dat' metadata = { @@ -650,7 +657,6 @@ class Fornax_2019(_RegistryModel): Data available at https://www.astro.princeton.edu/~burrows/nu-emissions.3d/ """ param = {'progenitor_mass': [9, 10, 12, 13, 14, 15, 16, 19, 25, 60] * u.Msun} - param_combinations = get_param_combinations(param) @_warn_deprecated_filename_argument def __new__(cls, filename=None, cache_flux=False, *, progenitor_mass=None, ): @@ -659,7 +665,7 @@ def __new__(cls, filename=None, cache_flux=False, *, progenitor_mass=None, ): Parameters ---------- filename : str - Absolute or relative path to file with model data. This argument will be deprecated. + Absolute or relative path to file with model data. This argument is deprecated. cache_flux : bool If true, pre-compute the flux on a fixed angular grid and store the values in a FITS file. @@ -676,7 +682,7 @@ def __new__(cls, filename=None, cache_flux=False, *, progenitor_mass=None, ): # Load from Parameters metadata = {'Progenitor mass': progenitor_mass} - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) if progenitor_mass.value == 16: filename = f'lum_spec_{int(progenitor_mass.value):d}M_r250.h5' else: @@ -693,7 +699,6 @@ class Fornax_2021(_RegistryModel): Data available at https://www.astro.princeton.edu/~burrows/nu-emissions.3d/ """ param = {'progenitor_mass': (list(range(12, 24)) + [25, 26, 26.99]) * u.Msun} - param_combinations = get_param_combinations(param) _param_abbrv = {'progenitor_mass': '[12..26, 26.99] solMass'} @@ -704,7 +709,7 @@ def __new__(cls, filename=None, *, progenitor_mass=None): Parameters ---------- filename : str - Absolute or relative path to file with model data. This argument will be deprecated. + Absolute or relative path to file with model data. This argument is deprecated. Other Parameters ---------------- @@ -717,7 +722,7 @@ def __new__(cls, filename=None, *, progenitor_mass=None): return loaders.Fornax_2021(os.path.abspath(filename), metadata) # Load from Parameters - check_valid_params(cls, progenitor_mass=progenitor_mass) + cls.check_valid_params(cls, progenitor_mass=progenitor_mass) if progenitor_mass.value.is_integer(): filename = f'lum_spec_{int(progenitor_mass.value):2d}M_r10000_dat.h5' else: diff --git a/python/snewpy/models/loaders.py b/python/snewpy/models/loaders.py index 9fa467417..09698f04c 100644 --- a/python/snewpy/models/loaders.py +++ b/python/snewpy/models/loaders.py @@ -42,30 +42,15 @@ def __init__(self, filename, metadata={}): """ # Open the requested filename using the model downloader. datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Read FITS table using the astropy reader. - simtab = Table.read(datafile.path) + # Read FITS table using the astropy reader. + simtab = Table.read(datafile) self.filename = os.path.basename(filename) super().__init__(simtab, metadata) -class Sukhbold_2015(PinchedModel): - def __init__(self, filename, metadata={}): - """ - Parameters - ---------- - filename : str - Absolute or relative path to FITS file with model data. - """ - # Open the requested filename using the model downloader. - datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Read FITS table using the astropy reader. - simtab = Table.read(datafile.path) - - self.filename = os.path.basename(filename) - super().__init__(simtab, metadata) +class Sukhbold_2015(Nakazato_2013): + pass class Tamborra_2014(_GarchingArchiveModel): @@ -96,17 +81,15 @@ def __init__(self, filename, metadata={}): Absolute or relative path to FITS file with model data. """ datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Open luminosity file. - with tarfile.open(datafile.path) as tf: - - # Extract luminosity data. - dataname = 's{:d}_{}_timeseries.dat'.format(int(metadata['Progenitor mass'].value), metadata['EOS']) + # Open luminosity file. + with tarfile.open(datafile) as tf: + # Extract luminosity data. + dataname = 's{:d}_{}_timeseries.dat'.format(int(metadata['Progenitor mass'].value), metadata['EOS']) + # Read FITS table using the astropy reader. + simtab = ascii.read(tf.extractfile(dataname), names=['TIME', 'L_NU_E', 'L_NU_E_BAR', 'L_NU_X', + 'E_NU_E', 'E_NU_E_BAR', 'E_NU_X', + 'RMS_NU_E', 'RMS_NU_E_BAR', 'RMS_NU_X']) - # Read FITS table using the astropy reader. - simtab = ascii.read(tf.extractfile(dataname), names=['TIME', 'L_NU_E', 'L_NU_E_BAR', 'L_NU_X', - 'E_NU_E', 'E_NU_E_BAR', 'E_NU_X', - 'RMS_NU_E', 'RMS_NU_E_BAR', 'RMS_NU_X']) simtab['ALPHA_NU_E'] = (2.0 * simtab['E_NU_E'] ** 2 - simtab['RMS_NU_E'] ** 2) / ( simtab['RMS_NU_E'] ** 2 - simtab['E_NU_E'] ** 2) simtab['ALPHA_NU_E_BAR'] = (2.0 * simtab['E_NU_E_BAR'] ** 2 - simtab['RMS_NU_E_BAR'] ** 2) / ( @@ -131,48 +114,11 @@ def __init__(self, filename, metadata={}): """ datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - simtab = Table.read(datafile.path, - names=['TIME', 'L_NU_E', 'L_NU_E_BAR', 'L_NU_X', - 'E_NU_E', 'E_NU_E_BAR', 'E_NU_X', - 'RMS_NU_E', 'RMS_NU_E_BAR', 'RMS_NU_X'], - format='ascii') - - header = ascii.read(simtab.meta['comments'], delimiter='=', format='no_header', names=['key', 'val']) - tbounce = float(header['val'][0]) - simtab['TIME'] -= tbounce - - simtab['ALPHA_NU_E'] = (2.0*simtab['E_NU_E']**2 - simtab['RMS_NU_E']**2) / \ - (simtab['RMS_NU_E']**2 - simtab['E_NU_E']**2) - simtab['ALPHA_NU_E_BAR'] = (2.0*simtab['E_NU_E_BAR']**2 - simtab['RMS_NU_E_BAR']**2) / \ - (simtab['RMS_NU_E_BAR']**2 - simtab['E_NU_E_BAR']**2) - simtab['ALPHA_NU_X'] = (2.0*simtab['E_NU_X']**2 - simtab['RMS_NU_X']**2) / \ - (simtab['RMS_NU_X']**2 - simtab['E_NU_X']**2) - - # SYB: double-check on this factor of 4. Should be factor of 2? - simtab['L_NU_X'] /= 4.0 - - self.filename = os.path.basename(filename) - - super().__init__(simtab, metadata) - - -class Zha_2021(PinchedModel): - def __init__(self, filename, metadata={}): - """ - Parameters - ---------- - filename : str - Absolute or relative path to file prefix, we add nue/nuebar/nux - """ - # Open the requested filename using the model downloader. - datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - simtab = Table.read(datafile.path, - names=['TIME', 'L_NU_E', 'L_NU_E_BAR', 'L_NU_X', - 'E_NU_E', 'E_NU_E_BAR', 'E_NU_X', - 'RMS_NU_E', 'RMS_NU_E_BAR', 'RMS_NU_X'], - format='ascii') + simtab = Table.read(datafile, + names=['TIME', 'L_NU_E', 'L_NU_E_BAR', 'L_NU_X', + 'E_NU_E', 'E_NU_E_BAR', 'E_NU_X', + 'RMS_NU_E', 'RMS_NU_E_BAR', 'RMS_NU_X'], + format='ascii') header = ascii.read(simtab.meta['comments'], delimiter='=', format='no_header', names=['key', 'val']) tbounce = float(header['val'][0]) @@ -198,6 +144,10 @@ def __init__(self, filename, metadata={}): super().__init__(simtab, metadata) +class Zha_2021(OConnor_2015): + pass + + class Warren_2020(PinchedModel): def __init__(self, filename, metadata={}): """ @@ -209,35 +159,34 @@ def __init__(self, filename, metadata={}): # Open the requested filename using the model downloader. datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Open luminosity file. - # Read data from HDF5 files, then store. - f = h5py.File(datafile.path, 'r') - - simtab = Table() - - for i in range(len(f['nue_data']['lum'])): - if f['sim_data']['shock_radius'][i][1] > 0.00001: - bounce = f['sim_data']['shock_radius'][i][0] - break - - simtab['TIME'] = f['nue_data']['lum'][:, 0] - bounce - simtab['L_NU_E'] = f['nue_data']['lum'][:, 1] * 1e51 - simtab['L_NU_E_BAR'] = f['nuae_data']['lum'][:, 1] * 1e51 - simtab['L_NU_X'] = f['nux_data']['lum'][:, 1] * 1e51 - simtab['E_NU_E'] = f['nue_data']['avg_energy'][:, 1] - simtab['E_NU_E_BAR'] = f['nuae_data']['avg_energy'][:, 1] - simtab['E_NU_X'] = f['nux_data']['avg_energy'][:, 1] - simtab['RMS_NU_E'] = f['nue_data']['rms_energy'][:, 1] - simtab['RMS_NU_E_BAR'] = f['nuae_data']['rms_energy'][:, 1] - simtab['RMS_NU_X'] = f['nux_data']['rms_energy'][:, 1] - - simtab['ALPHA_NU_E'] = (2.0 * simtab['E_NU_E'] ** 2 - simtab['RMS_NU_E'] ** 2) / \ - (simtab['RMS_NU_E'] ** 2 - simtab['E_NU_E'] ** 2) - simtab['ALPHA_NU_E_BAR'] = (2.0 * simtab['E_NU_E_BAR'] ** 2 - simtab['RMS_NU_E_BAR'] - ** 2) / (simtab['RMS_NU_E_BAR'] ** 2 - simtab['E_NU_E_BAR'] ** 2) - simtab['ALPHA_NU_X'] = (2.0 * simtab['E_NU_X'] ** 2 - simtab['RMS_NU_X'] ** 2) / \ - (simtab['RMS_NU_X'] ** 2 - simtab['E_NU_X'] ** 2) + # Open luminosity file. + # Read data from HDF5 files, then store. + f = h5py.File(datafile, 'r') + + simtab = Table() + + for i in range(len(f['nue_data']['lum'])): + if f['sim_data']['shock_radius'][i][1] > 0.00001: + bounce = f['sim_data']['shock_radius'][i][0] + break + + simtab['TIME'] = f['nue_data']['lum'][:, 0] - bounce + simtab['L_NU_E'] = f['nue_data']['lum'][:, 1] * 1e51 + simtab['L_NU_E_BAR'] = f['nuae_data']['lum'][:, 1] * 1e51 + simtab['L_NU_X'] = f['nux_data']['lum'][:, 1] * 1e51 + simtab['E_NU_E'] = f['nue_data']['avg_energy'][:, 1] + simtab['E_NU_E_BAR'] = f['nuae_data']['avg_energy'][:, 1] + simtab['E_NU_X'] = f['nux_data']['avg_energy'][:, 1] + simtab['RMS_NU_E'] = f['nue_data']['rms_energy'][:, 1] + simtab['RMS_NU_E_BAR'] = f['nuae_data']['rms_energy'][:, 1] + simtab['RMS_NU_X'] = f['nux_data']['rms_energy'][:, 1] + + simtab['ALPHA_NU_E'] = (2.0 * simtab['E_NU_E'] ** 2 - simtab['RMS_NU_E'] ** 2) / \ + (simtab['RMS_NU_E'] ** 2 - simtab['E_NU_E'] ** 2) + simtab['ALPHA_NU_E_BAR'] = (2.0 * simtab['E_NU_E_BAR'] ** 2 - simtab['RMS_NU_E_BAR'] + ** 2) / (simtab['RMS_NU_E_BAR'] ** 2 - simtab['E_NU_E_BAR'] ** 2) + simtab['ALPHA_NU_X'] = (2.0 * simtab['E_NU_X'] ** 2 - simtab['RMS_NU_X'] ** 2) / \ + (simtab['RMS_NU_X'] ** 2 - simtab['E_NU_X'] ** 2) # Set model metadata. self.filename = os.path.basename(filename) @@ -256,9 +205,8 @@ def __init__(self, filename, metadata={}): # Open the requested filename using the model downloader. datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Read ASCII data. - simtab = Table.read(datafile.path, format='ascii') + # Read ASCII data. + simtab = Table.read(datafile, format='ascii') # Get grid of model times. simtab['TIME'] = simtab['Tpb[ms]'] << u.ms @@ -388,9 +336,8 @@ def __init__(self, filename, metadata={}, cache_flux=False): # Open the requested filename using the model downloader. datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Open HDF5 data file. - self._h5file = h5py.File(datafile.path, 'r') + # Open HDF5 data file. + self._h5file = h5py.File(datafile, 'r') # Get grid of model times in seconds. self.time = self._h5file['nu0']['g0'].attrs['time'] * u.s @@ -656,9 +603,8 @@ def __init__(self, filename, metadata={}): # Open the requested filename using the model downloader. datafile = _model_downloader.get_model_data(self.__class__.__name__, filename) - with datafile.open(): - # Open HDF5 data file. - _h5file = h5py.File(datafile.path, 'r') + # Open HDF5 data file. + _h5file = h5py.File(datafile, 'r') self.time = _h5file['nu0'].attrs['time'] * u.s diff --git a/python/snewpy/models/util.py b/python/snewpy/models/util.py deleted file mode 100644 index cf6f90c78..000000000 --- a/python/snewpy/models/util.py +++ /dev/null @@ -1,163 +0,0 @@ -# -*- coding: utf-8 -*- -""" -A submodule with classes used for accessing supernova model files stored on disk. -It assumes models are available under a directory `data_folder` that is specified when -SNEWPY is installed under /home/user/.astropy/cache via snewpy.__init__.py. -""" - - -from astropy.units.quantity import Quantity -from astropy.units import UnitTypeError, get_physical_type -from snewpy import model_path, get_models -import numpy as np -import logging -from . import ccsn, presn -import itertools as it - - -def get_param_combinations(param, func_isvalid=None): - """Returns all valid combinations of parameters for a given SNEWPY register model. - - Parameters - ---------- - param : dict - Dictionary of SNEWPY model parameter values. - func_isvalid : callable or None - Callable that acts upon argument param that returns True if a particular combinations of parameters is valid. - If None is provided, all combinations are considered valid - - Returns - ------- - valid_combinations: tuple[dict] - A tuple of all valid parameter combinations stored as Dictionaries - """ - # Input sanitization - param = dict(param) - for key, val in param.items(): - if not isinstance(val, (list, Quantity)): - param[key] = [val] - elif isinstance(val, Quantity) and val.size == 1: - param[key] = [val] - combos = tuple(dict(zip(param, combo)) for combo in it.product(*param.values())) - return tuple(c for c in filter(func_isvalid, combos)) - - -def init_model(model_name, download=True, download_dir=model_path, **user_param): - """Attempts to retrieve instantiated SNEWPY model using model class name and model parameters. - If a model name is valid, but is not found and `download`=True, this function will attempt to download the model - - Parameters - ---------- - model_name : str - Name of SNEWPY model to import, must exactly match the name of the corresponding model class - download : bool - Switch for attempting to download model data if the first load attempt failed due to a missing file. - download_dir : str - Local directory to download model files to. - user_param : varies - User-requested model parameters used to initialize the model, if one is found. - Error checking is performed during model initialization - - Raises - ------ - ValueError - If the requested model_name does not match any SNEWPY models - - See Also - -------- - snewpy.models.ccsn - snewpy.models.presn - - Example - ------- - >>> from snewpy.models.util import init_model; import astropy.units as u - >>> init_model('Nakazato_2013', progenitor_mass=13*u.Msun, metallicity=0.004, revival_time=0*u.s, eos='shen') - Nakazato_2013 Model: nakazato-shen-BH-z0.004-s30.0.fits - Progenitor mass : 30.0 solMass - EOS : Shen - Metallicity : 0.004 - Revival time : 0.0 ms - """ - if model_name in dir(ccsn): - module = ccsn - elif model_name in dir(presn): - module = presn - else: - raise ValueError(f"Unable to find model with name '{model_name}' in snewpy.models.ccsn or snewpy.models.presn") - - try: - return getattr(module, model_name)(**user_param) - except FileNotFoundError as e: - logger = logging.getLogger() - logger.warning(f"Unable to find model {model_name} in {download_dir}") - if not download: - raise e - logger.warning(f"Attempting to download model...") - get_models(model_name, download_dir) - return getattr(module, model_name)(**user_param) - - -def check_valid_params(model, **user_params): - """Checks that the model-specific values, units, names and conbinations of requested parameters are valid. - - Parameters - ---------- - model : snewpy.model.SupernovaModel - Model class used to perform parameter check - user_params : varies - User-requested model parameters to be tested for validity. - NOTE: This must be provided as kwargs that match the keys of model.param - - Raises - ------ - ValueError - If invalid model parameters are provided based on units, allowed values, etc. - UnitTypeError - If invalid units are provided for a model parameter - - See Also - -------- - snewpy.models.ccsn - snewpy.models.presn - - """ - - # Check that the appropriate number of params are provided - if not all(key in user_params for key in model.param.keys()): - raise ValueError(f"Missing parameter! Expected {model.param.keys()} but was given {user_params.keys()}") - - # Check parameter units and values - for (key, allowed_params), user_param in zip(model.param.items(), user_params.values()): - - # If both have units, check that the user param value is valid. If valid, continue. Else, error - if type(user_param) == Quantity and type(allowed_params) == Quantity: - if get_physical_type(user_param.unit) != get_physical_type(allowed_params.unit): - raise UnitTypeError(f"Incorrect units {user_param.unit} provided for parameter {key}, " - f"expected {allowed_params.unit}") - - elif np.isin(user_param.to(allowed_params.unit).value, allowed_params.value): - continue - else: - raise ValueError(f"Invalid value '{user_param}' provided for parameter {key}, " - f"allowed value(s): {allowed_params}") - - # If one only one has units, then error - elif (type(user_param) == Quantity) ^ (type(allowed_params) == Quantity): - # User param has units, model param is unitless - if type(user_param) == Quantity: - raise ValueError(f"Invalid units {user_param.unit} for parameter {key} provided, expected None") - else: - raise ValueError(f"Missing units for parameter {key}, expected {allowed_params.unit}") - - # Check that unitless user param value is valid. If valid, continue. Else, Error - elif user_param in allowed_params: - continue - else: - raise ValueError(f"Invalid value '{user_param}' provided for parameter {key}, " - f"allowed value(s): {allowed_params}") - - # Check Combinations (Logic lives inside model subclasses under model.isvalid_param_combo) - if user_params not in model.param_combinations: - raise ValueError( - f"Invalid parameter combination. See {model.__class__.__name__}.param_combinations for a " - "list of allowed parameter combinations.") diff --git a/python/snewpy/test/test_01_registry.py b/python/snewpy/test/test_01_registry.py index a6cf26e49..0d77ffebb 100644 --- a/python/snewpy/test/test_01_registry.py +++ b/python/snewpy/test/test_01_registry.py @@ -33,7 +33,7 @@ def test_param_combinations(self): Zha_2021] for model in models: - for pc in model.param_combinations: + for pc in model.get_param_combinations(): model(**pc) # Initialize def test_Nakazato_2013(self):